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.
001000
Men Tshirts
{ "bytes": 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", "path": "001000.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.
001001
Men Tshirts
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", "path": "001001.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.
001002
Men Tshirts
{ "bytes": 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", "path": "001002.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.
001003
Men Tshirts
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", "path": "001003.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.
001004
Men Tshirts
{ "bytes": 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", "path": "001004.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.
001005
Men Tshirts
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", "path": "001005.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.
001006
Men Tshirts
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"path": "001006.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.
001007
Men Tshirts
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", "path": "001007.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.
001008
Men Tshirts
{ "bytes": 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", "path": "001008.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.
001009
Men Tshirts
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", "path": "001009.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.
001010
Men Tshirts
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", "path": "001010.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.
001011
Men Tshirts
{ "bytes": 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5ZTlLcMUxjhTxzUhFMccdasi5cQhkDDuAajkhV8+tR2knDQnqvzD6d6s7sii9gsUgrQPnnFW0lDrSuqsMHpUYj29DTdmCuiOW1ZGMkHB7qatQy7oF3Ahx1BprTJAoMjY3fdBGSfoO9N3M5JkxGMcLnJ/Fq8yvl8ajvDRno0cfKCUZ6lwISRjpTnQxpk96ghldBlXDD2pk1w00qKDx1ryMRhpUGlLqenQrxrfCS3GGXGDnFUGd3kEQBy1aR2hSzdO+a53VPEFnosqNcxXEhlOFSCMOwA/iI9K1wmGdSSfQjE4hUoWW7NggKgQdBTCKhsdSs9UtjdWVwk8R6sOqn0YdQfY1YHWvokrKx4L13ACnfxClxnpSN8uT6AmmSUkGVH4/zp3IojH7taUjmmITkdKo3ek2t5ltvlSH+Je/4VoYpOlROnCatJBZPc5DUdGuoIZDs8xNpwyc/nTo/njiOOSgz9cV1ucHrWZqFj5h+0QgBlX5l9a8nEYGy5oGU6fWJiS24YHC5rPltWhkDrVo6zpqnabhdwOCApNQyaxZMCF82T2WI/1rzrNGOpZtn3KAw5xS3VnBPEfNwAOjdCDWRNqtwqEWtmV/2pT/AEH+NZMqajfTH7TM7gjjBwo/Cny3Kg5RfMmdJYX7W0vl+YJo88OvIrdN5AV3A5+lcXFuto1Uj5QPpV6yn565HpWcqa3PZw2ZS5lCZ1cF8koIVqnDgkFiMVzMMojlGWwPSrEuqFW2xrn61lyNnq1cVTpJObNDU9Xis4CRkt2A6n2rnrK2mmlku7r/AI+Jj0/uL6VWl1i2hvM3qSZ6qwGQK2LW7tbmLzLWdJR3Knn8R1rSMGkeLjsf7VcsNiRY1QAVUlfMhAPepp5Mcd/Sq0aljmqSPIuUdWt47i3jLcFW2gjqKt+HfFuseHp1hMxeIH/VscqfpVXWVePS5HXkqysPzqOILd2yyYBNaRk0tDeE3FXR7VoXjfTtUiVZWFvMeqseK6hHVgCpBB6EV86w7onypII9K6jR/Feo6YQElLxk8xSHII9vSto1+52U8WtpHsuaWuY0nxnp+ogRyN9nm7q/T866NXVgCCCD0IrdST2OyMlLYkopKWqKCiiigAooooAKKKKACiiigApG+6fpS0jfdP0oAWiiigAooooAKTNLTWIGSTgAZoAgurqKzgaaZtqj9TXHajrM+oMVyUh7ID1+tGt6kb+6KoT5ScKPX3rNB5ruoUUlzSOOrWbdkKTnqcn+VABNGDQCa67HPcMHtTsYFICaeACp55oEMxt96aeafikK9qAKzK4w0fDqflB/l+NJ/ayZ4tbpn6ELHwD7GrG2k2Z607ILkX2+Z/8AVWDj3mcL+gqPdfzHDzpAvpEnP5mrgUCl2g0aBqV4LZbZ943M7fedjlj+Par0m9rYiF/LlyMP0+oz2/8ArVBgrgdRVqL7oNNq6BaMjEQErzjIYgZ9D6nFNRQrEdcNj688VI744zVO4kaFm8rBkkGFz0X1b8sVyYrC+2SS6HXhsT7KTbI9T1GbzPs9rGHlHUnolZlrYGOSSaZzPcyffY9APQe1XoYAi7QSSTlmPVjVpVA6V006caceVHNOpKcrsxxokcd0Lu2Z7W67yQnG76joRWpb3dzF8tzFvI/5aQ8Z+oqcLTtgNVoTcct5buM+Zj/fGDSSXERidFlUswwAKQrnjAI96ZsVTwB+ApWC4IMJjGKWlAzQBSAXFIRTqMUAR7aMVLsyKYRg0mirmRqWhw3zNNCqx3HfIGH+vvXOyW7ROYpEKupwykV2+R61S1SxS9gZ9pE6D5CP4gOxrzcVhE05Q3MqlO+qOSKAjBxTBEEYEYxUxx+NNPFeScrK7hDtJ25BOQw4rPvJx9pRk8s/ugJCgwpb/wDVVy5bZFJ9c/pWTZE3t15PbOc1SehcFrzF+xE8oa4nyCTtQevqal27naSTOP4QKuOFRc9ABhRVcAvlscDgVKLqVp1HeRjaxDLOFKJhV6Vi21nfRXIuLdnidT95e/tXaGDdgN096lWFEGMCqUraCVWysZ+na2bs/Z75RHP03Zwr/wCBrdii4yT0rOazgk+/EpHripI4zFxFLIg9N3H61DIbT2JdTUGwkU9DxWPZE2riJvut0rTmEsyBXcMqnPC4JqrcQkxjaOVORTWw1LoWBtDEU9frVYTboFk/iXhqsrhlDAdeaAJUkYdyCP4hW5pPivUdLICTF4f+eb8isDBpRmhNrY0hUcdmevaL4wsdU2xyMIJ/7rHg/SukBB6Gvn9JGjYFSQa7/wAJeLuUsb5+OiOx/SuinWvpI76OJ5tGeh0U0EHGOQehp1dB2BRRRQAUUUUAFFFFABSN90/SlpG+6fpQAtFFFABRRRQAlZ2s3f2TTJZB95htX6mtE1yPim83XEdqrcRjc31NXSjzSsRUdomAo7D8KkVcfWo4+cCpQ2T716yPNYh4NLt4o780FucdaYBt5p2PekNFACDk0h+tLinAe1ADMClAxTyBjGOaQjmkAgpQKULTgAO1ADOR2zT43C5B4pQBTgAGHGeDTTERswbPII65qpFG1w5lBwGPB9F9KW8QtBIkQYlwQdh5UetGkKyWYE3OehJ5NUO2hZ8kKQOwo2jtUxVc8U0rzUtiGY4pO9PNNxSGJQRS4pcUARgc0GnY5pCOaYABT8cDNIKcKQCH2qJutSetNIJPrQBHjnpSjg7vSlIww96TOEP1qWtCkcvq9r9nvW24Ecnzrx69RWeRXVapbC5sScZePkf1rmtua8DFU/Z1GclWPLIytTIWzmPIOM/Wo9AtTBYm6l4eXkZ/u1PqaiV0tF6yEZ9hVpgpZUztjUbFXHWufoS5WjYhk3zPju3J9h6VOsYGFAwBUiwc544p4UgZ7mkSRBQTzSYqQj1xTDxQAmKNoFOHNH15oAaRzwM0xl9RUuDmhhmgChsEU4BH7uThqmtSV3RN1U/nUskIljKkfSoSDiOXoQdrUykWTSge1Gec+1CtkZpE3EcAjOKajNG4YcEU8n9KikO0ZHfpQXFs9X8Fa6dSsDbzNmaE4B/vKP8ACuurxvwlf/2dqdsc4Uthvx4NexKwKgjpXXSnzKx7GHnzQ1H0UUVsbhRRRQAUUUUAFI33T9KWkb7p+lAC0UUUAFFFFADHYKpZuFAya84vpzd3ss7Zy7E/h2rt9cn+z6TcMDhiu0fjxXBfxHnvXXho7s5q8ugq8AVKMCQnsRwaaB+vFPUAgRn73au9HGwBJC+65pccofXFMVsAbvvK3I9qe3yon+ycGmIa7ZfA7mpigHNQxYeYknpUrzKeAPxpDEP0oUY5oGc0u3NIBe9GKXGBijFAB0paTFO/CgBKUdfTg0CkfhTzQgEiXcxz0ApzRqSOPpToQFDE04gZH1qriK5BVqcDUjYyeKaVqRiGkxTsUYoAbiginYpMUAMPFKBTtvtR0FACY5pQwDYpcqBk9KjdlJDqeKAEYYV/YU08yFQcAEA1Lw2eM7jUQG45/vOT+XFNASSDAL+gwKhcbY1XueTU0o3SRx9upqF+XY9s4FSxoaME4P3Twa5e8t/s13LH2DZX6dRXTjtWTrkWJIpsZyNp+o6V52PheHN2IrK8bnMRIZtalYjiKMAfU1ZnTAGFORg5U4K+9R2Xz3d84PAkCD8AKutlgRgYrx72Zxy10I4wwjJY7i3OfrR6DmkI2A8nrTmIB+tAIYc0lOwPWlI46UhjNuaNvPFKRzSgUCEAOcEUm3gGpADQQBQMjB5560xkDBlI4apWAYe9MGeAQc+tMLkEDEhhn7vBqWMfIDnNVcmK7uB2ZN4/GrMWfJU+1A2KvKtUJ+eTjoKfIxWIKOrHiokYIz8/dX9aBos2shVwwPIPHtXtXh+/F/pEExbLbdrfWvC4WKkV6Z4AvswzWpPT51rWi7SO7CztK3c76lpqNup1dh6QUUUUAFFFFABSN90/SlpG+6fpQAtFFFABRRRQBz3iyQLp8SZ+9J+gBrjxya6rxg37u1Xvlj+lconBz2B5rvwy904q/wAROgzj3qR0DoeuR3HUY7imj5Tn+E9/SpeV9fwrqOcgJMsZbAEqj5wP4h6j2o3BoMk9sH60sg2t5icY9O3/ANaoQwLugwA37wfQelUhEbOycrgk9aFmdiBwMmqskv8Apez0UfrzVu3Ubs0mBoAgL70oO6oN244zUqHAxSGPIpPwpw5opAJS0YpcD1oABTX5Tp3FOI4pjgbBnPLCmgJlGAf8KUckU4L6HikAO7imBDITux70opJcluaBSAMUc0tFIBMUYpcUnSgYuRTW9qXrUbNQIaxFQGUC6MX95cinu1ZtzN5eoWTr1LFDTQjWDeXbs/cDimodoAJ+78xqG5uFREQfMxbAHrSI2RgnIHLH1PYVQFlCQXkbrj8vSmMMRqO55pcjhe55NOI3zKv4k+gqRkLDaQD6VR1dDJYbh1Rgc1ekbc7MO5qC6Utp9wuP4SfxrmxEb02hyV4s4+yiVI5WQ8SSs5z7mrYHeooo2ihjjyDhQDUnzAV882ee3qDc4FRuQSvFPOc5HYU1jyvsKBoXqKODil6UuBikA0DNKAAelLjFLjI4oATqaR6UcUjdvrQAwjI461DI5X516d6mY7aZKA8Z44xQgKWoMBH5w4GxlJ+pFT5xbRgdSB/Ksu6dpdIlQffBA/WrnmZxk4CqAaotrQmYggyk8AYX2HrVaIkwFj1kfP4Ul1KSI4V+9J2HYVJGA0qoPuouKBofna230xXU+Drv7PrUOTw/FcseSWHr0rT0iYw6jC+RwwoWjRrSdpJnuETds1PVKCTcqn1ANXAciu9HsodRRRTGFFFFABSN90/SlpG+6fpQAtFFFABRRSd6AOU8YH95afRv6VzUeDlc1veLnB1CJM/diz+Z/wDrVz4JGAOtejh/gRw1viLMZC/I547U8EoMNyvY+lRgiRAf8ino7KcHk+nrXSjAGHdcc/wnofxrOvFeMebEpLLyFJwff8K1DGrLuQ8H06VVnjbHHPtTQjANwvnm5ByjAVsROQARWLdxiGZXjOI2cBx/d+taMU/mdO3oaJAaSHmp1IqijcdatRn8akZaXGKdwKYucU/HftSAB70uPam4p4ORzSGIBShRuGR0o/Gk+lCAcGVe1AIzxTSOPekBIp3FYSXHGKaKc/NIM0AOFKRSLmnZpDEI4ptPNNNADCccVE+O1SORg1WdsUwIncDNY10zjVYw2BDGm/dnuTj+laUr4BbOMc1gXU7z6p5KMFSNMs59zwPrVIRpWxknu3lkOH+6F7Qr/wDFHr7VqJhFGRwOgqlZKqQhVBVf1JrQRdpBblv4VH8NUIkT5B5j9T0HrSklUI/jk6+woHA3yHJHQf4U6Nc5Z+p6/SpGiBhtwPWmupaKRM9UYCpGILkjpSpww9zWNTWLRfQ5A9hik59adIGjnkU/wsQaYc4r5uSszzmtR4BK0wjD809R8tNfOcipEBGaB9aAaXP4UDAA+lGQBmgsBSYBHH40CHFgBUbnJ4pSe1Ru2D70DEcbgSKjEnyFec470hkIPB4qvPcCJl3YAY4B96ZSRnlysVwoHIbA/OpVkUttLfLGN0hPasu4u/IiuZOrSTlIx6kVNbwtMEtN3LfvLhvb+7V20NeXTUvWpMu+8cYaTiNfRauRLsjZu9NAycgAIBgD0FSS8RhV71LIuIgytWrU4nTB71BtwtOt2xMnHekVDc9u0+TfaQNnkxqf0rUjbIrD0h92nWrdf3YrZhPSu+Ox7cXoT0UUVRQUUUUAFI33T9KWkb7p+lAC0UUUAFJmlpp60AcN4pcyayVxwsYFYwOT15q9rcvm6xcn0faPwFUgORivUpK0UefUd5MkRtjZzweDVnAOM/nUAGPep487QCK1Mg+ZMk/jUU5+QkDFWWHy1SuDtUnnaetUhHP6sVkgmYZDBSHA7j1pdKhaCyhVndzsBZn6motUlMal+AQQG981fWX92vyHJFOWwkW0bpV2Ejbyay1cnHGKv274Wsyi+j8VKDkVUV89elWFPFMB34UCk60tIB3NJgilDUE0hh70mKWlFADTTOlPY+lNxTEKKdSAUvQ0DGn6009cU896jL4pARvleapzPirMznaaz5CTTAqX0p8hgGwSK5rRD5l1dYkaabzf3m77seOAPfiuhnXdnnJrN054hK1ugwVYkgdzk5NWkI6S0jAUHOT3bvV4FQCV/GqdvhUHFXEAJyenpQyUOVNx3sPoKJ2wNg6n9KeWwNx7VDgklj1NSUiPGKBw2elOII7UwntUMtHO6kuzUZ+MZJI9+9U2fJFaWsx4vA4/iQHP6VlMfmr52vG1Ro4Jq02TrjbTJMY4NOXGyo27YzWJAvamhsGnCo2GM4NMCQNzS5BFMH0pWxjoRQMYx2jOaid80+UjbjNQN+VA0hsnHSsfXpDHbwSZwscu5vfA4H51qsx59qw9dZX+yCQ/ukcyuM9cdqcVqa017xR2kywlxuMAyF/vStz+gxW/Y2xiiKNy7HdK3qaytNBl/wBNkXlifLH9a3YRxz16n61bY6knsWAF3KPamn5pOOgpIzks/wCAqRAR171Bl0GyHC4BxxSxkB156EUj4LYpOhBGMZFI0joev+HJN2i2xJzgY/WuhhbpXJ+EnLaMgJ+65H6V1MJrug7xR7VN3gi7RSDpS1ZYUUUUAFI33T9KWkb7p+lAC0UUUAFNJwCfSnGqeoytBp1xIn3ljJFC1dhM87vH8y+ncfxSMf1pq4HU0zBJJxyeuaeAe4/SvXirI82W5MoBFTpUCDoRU4PNUKwrH3xVOdgue/rVpz8uKz7t8A4PanETRzOsSAyxRdRJIBW4mCijpxXM6qznUbcqPlXJrpYW3RqfUCqb1FYfVmInFQDH41ZgUlagZbjU49am4zUSZHB4qTAxxSAlHSj8abn5aBzQA7rTgD0puQKcDQAhzR9aXGT1oIxSGJxSnpxSA+1L2pgGM0d6Sl60gGnOeKjcHFObINRO3GKYEM5+WqDmr83C1nvTEV3Xg/SsXT1CareOfvKQq/QjNbsvCGsW1X/TZn7sePwqxI6W2PAq8v1rOtj8o+lX0pMETfeOTSEU8dKRulSMgYVEx5qVhzUZBpNDTMrW0zFDIOxKmsJjk11V9F5mnzqVJwu4fWuUx89eFjoctS/c5q0bSJkzso6mlX7p5FKF+lcRgxOnaopAc8GpTxTJAMZzQJDVzmlfkU1TTnPy5xTKKkzcjFMcnaKdMAcGo+vWkWJu44PNcprRN3qlpZg/IAXf6Z/+tXSu2w4xxXGzzNDqN7K/+sLeWn0rWC1ub0Vq2bsEoecLHwq/KB2xWtvxHweTwKwNKG2LzHPJ71u2oMr+ZjgfdFJoznoy2iAKq9l61LnA47Ug+Xikbp7mpMhmcnOKQkYx604jAFNx0pGkT0vwVKH02RR/C4/lXYw9q4bwM3+hXI/2l/lXcQnkV20vhR7ND+Gi+vSlpqfdp1aGoUUUUAFI33T9KWkb7p+lAC0UUUAJWF4lufKsRCPvStyPat2uf1zSJbuVrmOTJROI+5x6VdO3MrkTvy6HLYyOQD70nlDPykg1Ba31vckpDMjOpIKE4YEHnINWtwyc8e1epCSZwTi09Ru1x2DfSnZx1JH1FL0A5pQ1aWRFyJ3z2B/Gs+7b5W4/WtRwpHIBqpc28TKeMcdjQkFzjL7zDcoFAC9Wz19q6G1Ia3Q+1ZN3CguCVBJJOCeuK1LTKxIO2KGBZHtV6DoBVRACatxZ3ZqRF3AyKUDJpq+lOBweDSGOxilApM0v0oCwFc9aXpxSfjzSjnrQAoHNB9KXpmm0AFBGR1oozxQAlOJptL2osA1sYqI1K2B1qBmx0oGQXB4qnUszEtiom4XFMRWnPBrMGyO4QsMfN1+taUnIaqN8vlBH2hsEHB74qr2VxG1brx2q/HgdTVGwZJoVfaBuG7itAKo6LQmpK6AmDLjrSE5HCE/WkXpmlz7UDGFC3XAoEag9M/Wnd80meeKljSEZQysmAAylfzFcPKjRTvGRyrYrsbu8jtIXd2TcBwpPJNchNM1xO8rDBc5Irx8wcbruZYhWSuOTOKXtQMYHNBGO9eYcYhOO1NccUvU0jEYoQyMZxTjkp0poHNO6L3pjKUg5NQnhfepzzkg1A+PxoLRTu5NkbMewrg2uGu715SCAzk/hXb6iVW2kd+QFPAqxf+G7YfDSxv1jCXcLGRn/ALwcjj8OK2prQ7cPG6Zhae3nYB4jX9a6O0O4ZHCjiuYsHJjWNRjNdTANiKPapluc1XcsDp70vVvpSKQaeOBjFQYjWBIqIntUzZxURGCMUi4nf+BD/otz9V/rXdw9RXn3gRz/AKQhU4IB/Wu/g7V20vhPYw/8NGhH92n0yP7tPrQ3CiiigApG+6fpS0jfdP0oAWiiigApjj5W+lPpp756UmB4FKi/2pc5A4nf8PmNb9lLMAFE0m30JyKxLpVGsXm3kfaJMf8AfRraseAM8+lcntJwfus9D2cJR95GqgcgEhD9BinkFRyGHuaIztGT1qQtwPWuqGPqrfU5qmCpPYi3Y/jH41DNkoeCfpzUszLt6ZNYGoyuoYRFtx4AU8nPauyGYX0aOSeAtqmQXPz3hQYyiAHBzgk1eRNqqO+KyNEszCjKwJkLkyMTyWzW4w5r0L3VzzmrOw+NuRVyJuKoLV2IgjFShtFxW7U4HmokbjpTyOMimKxKDRnimLkCnjJFIBe1KDkUYyKQjBpgPzSGmYOafmkAUUUUAN707tSGjoDQwGO3NVpG4qxJ0qtL6UIZUPzNUchzxUrDaaiPPSgCBx2qHUYgbcGrB+Zx9aL7/UH2om/cZLRHpFyvl+XuG5eME9q2lk/2lH41wqP/AKQGHY9q6qzcFAcD8a82ljnGFmtjowmH9tG9zTUgnhifoKGJX+FifekVjgAcD2p8h+UVnPMJvZHowwEOrK0l06Z2xLn1Y5/lis661G628SKmePkXH6nmrc/cisu5/lXLPGVZbs64YOlHWxTlJLEtliepY5qqOvSp5WyfxqID5sVzuTerPJzeCTi0PHPUUppRxTXYVJ4Yi9etIxFKuBHk0nUc0CGUrcRnmk702VsIaBorbcHAqCQEOB61YX7+ajcYbNBqjH1cYs2XuTg12niSMQfDd4+m2GLA+pFcnd25uGgi/ieQD9a73xLp0+o+G7ixt13SbF2r67cV1Uloz0sMvcZ5JpA+YMa6iH5h3rDsbQ27bJflKnBHvW5EVCjg1jLc4avxMtIyr1NPLE9E/E1FGAOAuamCkjk4/GpMRu0n7xOPSpI0TcOKFXPHJP0qWOJgQShqW0b06FSb91HbeDkVYZ3HHKj/AD+VdlB2rlfCkIj00yDrI38q6qHtXdS+FHrUoOEVF7mhF0qSo4vu1JWhoFFFFABSN90/SlpG+6fpQAtFFFABUbkBGJ7Amn1n6xeJp+j3l1IQFjiY5/DikwWp4qAJdTuHX7rTOR/30a37NQBx26Vz+nBjh269/rXR22VA4AFcEtz1Voi6GIUFsU1pQDUMjfxE5xVSWY8gHPvTRLRZml+XrVCzhN94gsLbGd06k/RfmP6CntJ+75qz4VXzPExm6/ZrWWX8cbf/AGat6S1MKrtFlTT1DLJNjG9iQPbNWmFNtlCW6qBUhFfQR2Pn3uQ1PETnnpURFSxUh30LSNUq5zmoU69KsDOBxTJHrTxjrnmminCgB2RjFJ6UoPtS0ANJ5opcUDNACiij8KPrQAhpe1FNZhQBHIaruamfmoW5oGVZOtR1NIOaiIwDQBEnMg+tLfD9w/0NOiGX/Gi+IFtIewBqavwMTOQdxGOepOa6TTZw8S4PUCuQmlDyYBrV0u5IRVJORXzqfQ6ctqWk4dzsFl6e1TF8isiK44wT1q5HKxGOtSz30LN09qzblMoTmtFvm5weO1ULggbuOCKzZojHmYEsKBnIANE4ALehFA52nHaq6HjZyrwi+xIP1qObqKlB56VFIQZRkVJ86gJ4Ap2TtwRTA2TT9oI4oAb36VFMeOamxzUE33/pQNEIxvGDxTWGcDPanfxjAxT1XO0eo/rQbRQum2n2jW7BeoD7iPYV3zMSWYcHOeK5Xw7EH1mWXtBEQPqa6vFdlFaHqYZe4eZ+KbGW08TTSAHy7j95HgdqdZWlxLgJA/8AKui8ZQZjsbvH+rZoyfY8j+tM06f90pHpXNXbjLQ3jgIVXzNkdtoNzIwMjRxj0PJrat/D1nGMyM8rH1OBSRXA7mtCKbcB61zObZ3UsDRpu9iJ7OCBcRxIvuBWVcrlsdq25TuBrGvPlaoT1O1Qilojq/Da40iP/eJro4e1YWhgDSrcD+6a3oeor2Ka91Hk1PiZfi+7UlRxfdqSrICiiigApG+6fpS0jfdP0oAWiiigBK4j4mXpg0CK1U83UwU/Qcmu3rzL4nyn+09NiP3FjZwffOKibtE0oq80c1pyHaG4AHTPWtiNiI+oGe/FZtjnAz0rWBXZ2xiuI9JleeXHByapSStuXA6mrU3RiT2qhG++YA/w8VcUQ2XWIEWW9K0/AqK97rsuctHaKv57v/iaw53LKSegrW+HcvmXPiX2t4/5SVtS+I58R8IRj92PpSnilj5jFDgV78djwHuRMM81JFgjvSAHFPiU0WETIMHJzVheajUc8gVMooAcq+tPpBgUuRQA5aMUmaUZJoASgZpxyDTaQCjNJz60ooOKYCc4zTGzT2+tRnpwaARG2KibGKlOajOcdBQMgYc5qNxgVOAWPIqKYYFAEcI5zUGssItMmbOMIaswdDVDxIf+JRMB3ArKs/cYnscQmTz1JrUt18uMOOzYqjbITgYrVKEWzDH8Of1r51PUzoT5asX5mjGx2hsmrUNwQB1qhbybrYD2qPz2UD64qnqfWLZM6BHLgkGq119wnHFR2rllyWxUsiFwfmrNo0RkXK4Xio16Lj0/Wp7iMq5HUfWq6EFeD0bpQtjzs2hzUb9iUVAW/fHNTjOarf8ALRs0HyqHg/N0qXJxxVcHL1YzSAbnnk1XY5Zu/NWGwCarE8UDSGnAfpUsY2xmTHASq7Hb1NWCSLRR/eoN4G54TiPk3cx53MFrottZPhhAujEg8mU5/pWyBXdTXuo9eirQRk+Irb7R4fu1C5ZFEi/hXI6fOWgUgnpzXf3oH2C63dPJb+Vea6ZLtsd3HHFc+KWx34Z6m3Dd5brzW7ZsXQEnmuVsVaWXPqc109tlEGcVwyO5FyQ/L7j0rJu3y3Iq882D14rKvJCzH+lJGvQ7nQju0q3/AN01vQ9awNAUjSLbPUj+tdBCOlezD4UeLP4mX4+lPpkf3afVEBRRRQAUjfdP0paRvun6UALRRRQAV5h8TxjVdNbGQYmGPxr0+vMvikcXelnIAw+azq/AzWh8aOctZDtAyB9O1aCt8o7Dtms+yQBQQVx3NXRk5J+Zj+QriPSYsq7gcnntWaP3dwcjr1q+7YXBOT39qoXH3wa0izORNcuGhJHFaHwyJ3+KJj9wQxr+OHP9aw5ptsTAntWx8PX8jw34nuT91pEjGe/GP/Zq6KK945cR8Bej+5/Kmt2p6A7RjpimkZNe6tjwnuKBipYxmoh2qZMChiJ0XmplU+lRx9KnBB6CkAmKOaXOT7UuKLgNNOH0oXrTifSi4CEk0lONNoAKKKTNMAznrTGxzxT84qNjmkBGajOMVIxqJuTQMRRg8VFcjirCjAqvcUxCW4+U1meIT/xLJvoK1bYfKc1j+IRvsnXPpWOI0psHszmrNCSK1CCVK56giq1rEACcVbwK+d6nKnaSYWRUxAZyQMVA+ftIUcqOT9ajSTyFZl7k1NZx7zubJ3c/rWrR9dSd4pGrAQEAPHpUjSqDgj8ah2HPykZ9+9IcnKuPlPr2rFnQkMusMeKor99uO9WLo7V3gt9BVWNt2TnGaEcOZP8AcMmxj86rMPnY1P0561WJwTyaR8mhEzvq0ASKrRnnk1a3cYxQDIpThD+VQY4FTTn5QCOc1C2OvSmNEUmOc1bZCYbdAeSSBVRsFutXN+yFJT0iDN+S5/pSN4G74Nm86yvlByI7kgfTFdIBXC/DOcyQ6lGTyXV674Dviu+n8J7FP4UZmvSeRoOoSDr5RAP1rzSzRjAqdjya9A8YybPDzx55mkVQPUda5GwtwAvy1yYmWtjuw0bmnp8AQKe9a69KqWyEKOKuovOa4mehFaDJBxWZO37zA9a0pzgYxWW/Mv48U47jloj0jTV2WNsv+wDWvD2rK0/Js7ckc+WtasI5FexHZHiy+Jl5PuU+mp92nVRIUUUUAFI33T9KWkb7p+lAC0UUUAHevMPiuQLjS8gnh+len9680+K6ADS5jnIZ1x68VnU+FmlH40cpp7llUdsdDWqeFA5I9BWJYMqhdwbPt0rajYED71cR6YhQFcAbQOcetUbhfmP4VoPgAYzknvVOcdgQTjJqokSMi9yEfHat7wv/AKP8M7uTcQ1zqGAPXbt/qK5zU2xGRnrzXV+X9l+Hvh+ILhpWknb6liR+hrtwyvNHDinaJci/1f4U0j5jToQTEM0jcNXtniAcHpUydKh6mp41I9KALAGADmpFz2qIVKppAPHFLTaKQDs+1KD6U0c96XOO1IBCRuopO/SjPvTAXPFJmjtSE0AGc0xqdkelMJpgMPU5qIjmpm60zFAC5wOKrTjrVjnFVZ+vvQMkt/uGsTW1Mls+OxGa3IhtiP0rGvhvglrHEa02gezMhAVTAqQZyODTVPHvinZwjE9ga+dW5xxV5WM7cWZVHrWxZptUfL3wayrSPfID2rdtlPlDoa0m9D6+gtEWdqkfMMHsajnVdnBGaejLuOOhHeoLohFI3cfSsToRRuXYJtY4zUEHK81HcMG3YwTn1qSAZjBPHPFUtjzs0dqLJSeOuKrSYznNWiMZA4P0qpL0xUnyyEiI3Yq0RxVWPhulWBj1oCRHKcuBURpx5cnmmkn0plIiIzIDipL6YQaPdM3XbgfU8U2MbpQOaz/E0/l2UMQ43sXP4dKFudFJGj8MZtusXkRPDxZx9DXqK9BXjvw4uhH4pSI8+ahUV7EozgDrnrXbT2PVpfCcb42uN9zZ2YP3E8xsepPH6VVsYvkX1xUGsTfbfENzID8it5an2XitS0iIRewxxXn15Xkz1sPGyLUSfLU4BUZNEY4xSTPhO1c51lG7k64qvYQG5vY4x/E2KLhsk1reF7ffevNj5YxkfWtaMeaaRnWlywbO1gUJtUdFAA/CtGGs+EdK0YRXrnjFxfu06kXpS0AFFFFABSN90/SlpG+6fpQAtFFFAB3rzf4rg/Z9M6/6x/5V6R3rzf4rnFtpn/XR+fwrOp8LNKPxo46yYbFxk/WtaOQbRnBHpWHp0hYhBnB9q24NrN64GAP61ws9QmY5GTVKXGGPUirrkYyegqjO3lxsw+lUiGc9qx+Rjx0NdbqTn+x/DdvnIXT0fH1//VXG6sw8l8fpXXX5LXlrERj7Np9vFj0Plhj/ADr08GryPMxsrRNK2z5YpZBg9KS05jFPlFestjyHuRpy9Wk6VViHzfWriDikA8VIo9qRRntTj14oAWkwKM0g5NIB1OGcU3jNKPbpQMKSlJx1o+tAhKQ0fSmnigBuKQjjNKTTcnPGMUwAjnrTfoad3pDQA05NVZBlxVs9KrHmSgEPY7Yj9KyJsvGw9Qa1J2xEazDnn6Gs6qvFj6MxufamXDFLZz7UpIBIqG9Yi2AB4ZsV84l7xhho81aK8ySwj+SMnuK2YTgben+FZ9pH+6jI7CtGMY5A7d6c2fXwVkhSOuM5XrjqKp3EwVOW4P8AF2qxIXT94M++KpXEoJJUfe/zzWZoZ1zy+WwPpVyHiNQDn3qkUDyAc4z90iryYUYHaq6HiZvU91QJDnGapSkg+9XGxjrVJ8Ek5qTwIjYyd3NWcjaeKhSMk57VNICIuKYPcg3ccGmsePWghfXNMOPWgaJLdcS5PQVg+KGEpYg8xcVv20yoxUjO7rmuZ8RoUndCcZ5px3OqkQeCZSni3T3B/wCWoH4V7pd3Is7S4uO0SM349q8H8IgJ4ls2J4EoJr2DxbceTorRgnM0oTjuAcn+QrpTtFs9Sgr6HJWSF33NkliTXTQLhVzxWHpkfKiuhTaOBjgV5kndnu01ZEijB6VXumG047VOeOT0qldPzgdO9I0KMpNdh4ctRBpqsR80pz+FchFG1zdJEo+ZiFH516HbxiNEjUYCjArswsNWzhxk9OUvwCtCEdKowjpWjCK7zzywKWiigAooooAKRvun6UtI33T9KAFooooATvXA/FWDfoVrPg/urgdPcYrvu9cp8RYvM8F3h/55lX/I1M9i6btJHk2nntnBx0FbsDYXAXaMcmudsX/eYXj1NdBDgLycjqfeuB7nqosNllBIwOuKo3rFRtx0q6X5Hcd6zb190jewxTiSzBvFMsiRL1kkVQPqa7C6YyapfSA5AlKD6L8o/QVg6Fb/AGvxdpkJXKicSH6LzWtbMXjkk7u5b8+a9jBLdnjY56pGvYk7AKszDK1UsjhRmrzDK16K2POe5BGMGrS9OlRIBmpgKGhDs+lPzxUZpwJFIBc8UopOSTk9aXpSAWkJ7AUUcUAHXrSc+maXBpBzQAH6VGxqXjFMIGaYDBzTep61IFpNuKAGjrS0YOaKYCHpVb+OrDH5TVcffpARXJ/dmqBAwfpV25+7VLqH+mKiexS2ZgtguQCOtRX2Mwr7sf5VKqZkb61BeDddRJnov9a+d+0TgFeujWtMGFM8ZHWre4hegJ9aq2TYtlHB2frVliFORyrfpUPc+ritBrk4Jzn+dZtw2NwqzI5RW2nI9DzWdPIynJG5fWpSLGwgtLu6gd6trjHSq9rnyuQeTxVkfSqZ8nmdXnrNLoK/Q/SqMrYAPNXnJ2E4qg+DwaRwR2FWcgdadJMwjyTxUGBmiVgVCZoKDzQaa0gHcVEU6c1FIh/haixWhaVhwaoeI7f7RZpcpyVGGApklzJb/eBqFtXRgRwQeCDTW5tSvfQw9Bd4ddtyuM+YOfxr1vxnPvurW3DfdBkI+v8A+qvKUhEeo29zbn5DIpx6c13+sXQv/ENxIpyilUX8FH9c1dSdoNHs4RXkaGlpwCR0rZAyMkCs7T0CxKM81o52rXAz3UrIbK+xcdz0rOnfHXrVmWT1NUJX8yUIvU0JXYN21NfwzaGS7e5YfJGOP9412MS57VnaXaCzsY4SPm6v7k1qwivXow5Y2PGrT55tlyAVoQrVOBavRjArUyJKKKKACiiigApG+6fpS0jfdP0oAWiiigBO1ZHie2+2eGtRt9u4vA2BWv2qKZBJE6HoykH8RSY1ufOdljKnJ55NdHbsrIPX0rnCogvZ4FPEcroD7BiK3bHJUetefJanrR1RoEBTWXcnKn3zWlJnk1kTuUUgjOBTiDNLwBbGfxTPMBn7PaSOv1I20+BdtsgA4rR+H0X2fSdf1Xoyp5S/gMn9apRDESD2FezhNmeHi37xcs+pHpWgGyKz7c4Y4q7F0rvicEtyVaeKQD3pRTELSg03jNFAD8inCo8daB9aQEmRRkZpuaAc9qAHHBo4pMU05zRYB1NyM0hzSc0wH496axOetLk0u4dcdKQDAeetBPeg9SaYWwKYCOe1QgcnipCQTTTg96AKt1938KpLyG96u3XC1RBwpqJFdDHCbZXHvjNUrhs3zED7qj9ef61pyR4kbvnmsknddTHPG/H9P6V881acjXLIfv35GxZ8QEjnNTsvyMN3FRW4CW6AdO/0NSucDngEVgz6dIozSBRg4z3BrOkYAsME47f4VcuW4wwBBqrCgaYMMlF5ye1NGVeoqcHJlxUCBU7gfrTwD3pD1py5PehnxVSTlJyfUDypxmqTg55HFXOoNV/L+bnpSFEqtywHNO2H0qUJhskgUksgK5U9OKaGRiLJ5IqNkA4xUqAMcmiVADnFMFuZ17HujIzz2rkL3zIZTkHr2rsr077diPvLXJXDeY5Vhmrgd1BEelzM98u456V6DpcLSOC3Ukkn1ritCsmN+0n8Cjp716TpNuVQORWNd9D38BTsuZmvAgUfSnyP2oLKqYqvI/BOa5T1CC4kAPPSr3h+xNxeG4kX93F+p9Kytr3EyonzMxwBXb2FmtlaxwKPujLH1NdWGp80rs5MVV5I8qL0YyfrV6Ffaq0K5q/CtemeUWoB7VcAwKghFWKACiiigAooooAKRvun6UtI33T9KAFooooAKQ9aWkPWgD5/8SWX9n+LNThOAPPMij2bn+easacDtBJz61d+JUBg8ZPISAJYEYH8SP6VnaacKDn6Vw1FZnq0XeKNWUlQR/CBn8axr35kY5//AF4rSlYlGJPasm7cCM9MDk1MNxy2Ox0HNr8Lpn5DXdww/AnFUQeRnpXSadY7vhRbpjDCATfrmucH3c+vNe3hdjwMT8RYiHWrMfBGKiiA2A+tPHFdqONltW496eDniq6kkZBqZPu5NMB1KFz0pPpS9KAA8dKB06Uo6UopAN5o/Cl/Gl6UAA4o56mj8KAfamAvXtTcYHSnbuOlNDc0gEPHBoBBxTWYZzSK2cUwFYjNRmpSKiY4JoAacd6YWAokbIqFicUARXjgrgVQdsIatzgkZrPmbjAqGUiGc42NkY25rEtP3rBv7zFvwPIrU1FvL01WHUptX8TiqdlHnG3sOK8KurTkelltO0pSNSH7oVuhGPxqOeTCgHtxTy4HJGO5HvVS7kAPfDcfjXIe2V55PkwwyvY+lS2qbLft85qo379lTuTjPtWiF2ADH3RiqPFzevaCprqIeT0p3AHekI+lH51J82Nfhc5quTk8mpJcnimmP5FoKWxCQT9KR0wox3qcrhTSPHlEI9aY7iRAgdKJhn8qnCYH4VDKQFPSgFuZF1Jsyvr1rm723Icuo471u3ZEspYHCr3zUdhZtfzbEBKZ5OKpO2p6eGpyloi34a093jX5fvHJr0C3gWKIKB0FQ6XpKWVup25cjgVoFCo4GO5rlm23c+npQUIpFDd94HqDVad+DnirEgxuPrVeOBry6WJeSTj8KUVzOyNZSsrmt4dsuWvHHQkRg+vc100a8/jmq8EKxRxxIMKgwKvRJ0r1qcFCNjxqtRzlcnhWr8K9KghTpV6Fa0MiaNcCpKQDFLQAUUUUAFFFFABSN90/SlpG+6fpQAtFFFABRRRQB5D8WbXbrdjc/wDPWBk/75YH+tcxpz4UZIx3rvvivalrHTboKP3czRk/7y//AFq84slOQmd2fSuOqtT0cM/cNqTLWwfn5jgCsq/bELnGPlP8q25UGxOBgDGB2rD1LPlMn+zipprU1m9D2XToCngG3gI5FkB+lcGmSi+hAr0O/kFl4SO3gLbqo/KvPVHyLx2r2MMeBiNyeE7Rgmps5quikVOPau5HGyaLnirA4XFQJipQQaYDwT60pPam/ShiRQA8HFOzUYb2pQcjpSAUYz1pab82e1L2pgKTTc4p2f8AOKjIPrQA4nimMT2oyRSYJoAQkGhBg9aDHQAR2oAl3DBqJlpxyBTSeKQER6nIqJyewp7n3qB2PJpgQXDcYzWXcHJxmr0rkk5rOkO6Q4NSy0VdWfMFlCOrZc/QdP1qWwj2P0PI4qtOpl1HC8+XGqfT1rWiVYliXOCOPrXgYp++7Hv4OCjTRBdHaVbHXtWbcncmD1B4rQ1Bv3Oc5weKypCzbe/b61zI672V2TWkfJk4x0FXCWqOJPLjRR2HOaXnHUfnQz4/G1nWrN9BTmmlsdqazqp5dR+NQyXsEY+aRfzpHLZk7KXINOZDsUAfjWcdYt0yQS30qpc+JFiAEcEsjHoE607FxpSk7JG8IxjJ5pXKiM7sBR3qhpceramglmUWiN0X7zY+vat2Lw/bHBmkeRh/eaockj0aOU1Z6vQyftG87YkLn2pkun6hOh8uEAH1NddbWcFuAqxr+VWeD8uOPap9oz06WU04L3tTz0eG7lmHnuNv9xeprrND0eO1QO6gAdABWp9nUHdjp2NPBXPAqXJs9Glh4U17qLKoNuSOSeKimUDPripN3yZPSq7Sb0dj2FKxsZ0ygpkVpaHZiKNrhh878L9KoRqbh44h95uK6eKIIqqo+VQAK6sLT15mceKqWjyomiU5q7EnSoYkzV6JOld555PEnSrsa4FRQoOKsAYFAC0UUUAFFFFABRRRQAUjfdP0paRvun6UALRRRQAUUUUAch8SEVvBty7DJjeNh7fMB/WvIdJIMhds+wr2H4iru8EX/GceWf8Ax9a8d0rO4859BXNW3O7C7HQsxNsrdCeDWRcR+ZfQRY/1kqLj1ywrZhQSWzIw7ZrGnLR6lZsp5E6YPvuFZU9zeppE9Y8Z3LWuhQQrgLIwVvoBXFRH5B144rr/AB3HK+k2so5CSfMfTI4rjLc/uxgEY/Gvbwy90+frv3i4nSpQvGabGQRgg/lUy49+PauyxyjlztqWNR1zTVx7/lTwOcc/pRYQ/ilBApuB2B/OgDPrTsAoJNKMigDnofzp20e9FhifWgUYA9fzpdv1pWABmkwfWnAe5ppHuaLAIVHrRj/OaMH1oHPcflRYQn1FFL+IoI91osA00xuR1pxIB7UxiPagZDJVWQ8YFWn2n0qB1XOc4osBnXDbUqipA+Y9BzVi9lG7aD+lZ8p81ViTPzHP4VjVlyRbZvRg5yUUTWcfDN/E7HJNXZFxHyPmXBpIY/KiGR9Pc0XDZ+7z1xXzs5czufSwjyxsZl1IzR7PfrVM7w+5RlgOg5qaZ90xHY9qktIsqz88nApI5cwreyotooF7k8Df+VMMFy3VZPzrb2ADP9aQqpBx2oPkOZswjZyEZZSB/tGovsbyZEURY+o6Vq6aIr7xElnP/q8Ftp6MewrtNV0VY7BdoAZSNiIAMc9wKNT2MDgFWXPN6Hndtoj3DhZX2g9lFdPYaJZ2aBkhUyercmlxscKAQ2etR3OsW1mSJp0UjsWGayfNLY96nhqFBaGgMhtuMYOBVtNpUEmuMbxLNcXsMFnEkqsTuYyZ2gd8Cum04NhWmYtLgD0A+lTKLW5vCrCavE00yKeGA7/Wmeai9TzUDy96gotPLjnOTUbS+mKqtOoHJ4HWqkl7zhOnrSHY0pLzamM1A0pWHGfvn8qzlkywYkk54X1rf03TtyrcXS4J+5H/AI+1a0qbm9DGrUjBakukWh/4+nXthAf51uxIc5qKNTmrkScV6cIKKsjyqk3N3JoY6vxJ04qCFKvxJ0qyCWNcCn0gGKWgAooooAKKKKACiiigApG+6fpS0jfdP0oAWiiigAooooA5b4guE8E6gD/GEX83FeO6auIQf4jXsfj+2kufBt+sfLIEkI9lYE/oK8fsdqWsb5OQa5q53YTY3IH8tV/Ws7VoWh/0hFyYnWTH0OatREu/fB5qzcwrNFgjIK7WBPY1jB2Z1TjdHYfEWRpPAH2qOQxuGhdXH8OSK8rtPE10mA6QSep6E12uq3v234PXlvLJ5lzYhFlzwcK2QfyryZECz7udpOQa9ahNpXR4VaFpanbx+LVXl7UHkD5Xq2fGFohIMMjH/ZYcVycHlsyqQM7hV82sCOxVQMj2rqVWRzumjeHjSxC5+zT5PuKePGNsSQtpMSOuWFc08JVB8gOe+BQqRqvEY5Pbin7aRPs0dMPF8bnAsX/GQVG/jIR9dNfHvIK58Rws3AKn601lG0oHV1I4HvR7WQciOiHjdNuf7Pb/AL+CkPjnI/d6dvPoZQK5GaIxEvG3TsetU/NYy7jhSven7RhyI7IeP5GZlbStrL286nx+PjJj/iVtj/rt0rkBmYF3OJFHB9ajR8NyMNkd6PaMORHoMfjBGEm6xcFFDHEo706fxekIizZSEycY8wccVxUcrBLtjt+6BycdjVm6kDSWmTwF5/IVCrSuU6asdO/jSIKD9glIIJwHFMfx1axxq/2GchhnAZTXFSXDKhycgISMVXluESGAOCo2A7RVKrIXs1Y7Q/EnTlbadPvR7gA1OvxA0tuttfDPrFXBJPCGDRw5B9RVtp3eMjYuQucYp+1YuRHcJ4101zxFc/ilOPi7Tjj91cf98VxVtN5sany1BxTwTxlRml7aQezR1z+LbEA4trph7KKo3HjXTkBzbXY/7Z1z5I28D61UlZiyovOTjFS68kUqSehpS+Kra4mAitZmYngH5ea3oIBt858szenb2rF0rScXH2mZF3dFTHT3NdNDGTGF4x7V5uKxDn7q2PXweG9n7zITNggMuMHoailYM5wRkU66BRjzntiqAkJVua4D0lsV3YM8j++PxrmG8UX63EkUAhWJJWjXK5JAHX8zW1cXS21jNK7fKqkn61xFsP3MTMRyHc+uSf8A61dmGpKV20eVjuWVos2f+El1Zic3Cqo9EFVY9c1edxuv5AC/QCqgIEEjY5NOsUHmxEZ5OcfQH/61dvsYJbHmKlC+xDcajfpfM63su9G+Ug8jFbh+I3iU26xNcRMAMbmjGawLlcXEpx1cj9aix7VPsYvodMKjhpFmjdeJNcv8ia+dR/di+WorVY7mN45mYv1yWycev51TAp6OyEFThgcj/PpVKnFLRClUlLdluzuW0y/SUB1aM/MCOCO/6V6vpt/bT2UUwlIVxkFxwRXlpX7dD5kOFkUYKn+X+B6duwqzpWv3ulIYiGaLdzEwxt/Pj865cTQ9orx3OrC11Tdnsz1YucDb932OaZJclBhRk1z2n+J9LukCxOYZSOYXGOa0PO83kAH/AHGzXlSpyTsz1lOLV0yWSQucufwqIHzGCj5nPAUVVkbDHcQoHUsSMCuq8OWdutjHfKN8swyrMOg6cVpSouTMq1dQWhPpelLbqJZlDSnop/hraRcmmxoSe596tRpXoxgoqyPLlNyd2PjSr0SVDGnNXokqiCWJKuqMAVHEnFTUAFFFFABRRRQAUUUUAFFFFABSN90/SlpG+6fpQAtFFFABRRRQBXuoI7m1lglXdHKhRh6g8Gvns4t7iS0RgUjlZM+uDivoo9a+e9XghtvE1/DDzGly4U/8CNYV9jrwj1Zo2TAseDycYJrQbAUFex6VmWhO/I4461oZwvJ4rlPRexUvDN9kv4YVUpeQGGVG5GeoI+hrg4Zwsxjlj2lTtYEdCK9GwFbPUH9K5vXdJDM1xEmSOtdmHq291nnYqjdcyKkMEUzI0RGCexrThtNrbSe3FY2nqEuURWwD0+tdJEp3gtyRxxXfc8torvF5eByabHEDjI5JNaEynOVIxVTHP93HrTTJIvKRcnv9Ko3FuuSQRk89OtX9+4HI69TVSYqzjawz7dapAzMneSP5c5GehqNljkDZwHA6CrU8WeSveqE8bKxZeG68VVyRrExr7E1A0hDkA8gmpHmLRgN94d6pM5EhOclRTCxpx3SNaXBPX5RwM9Qf0ptxf5txMrYZDjn8qz1LJZXEgZwjSrnHThScE9hWdJMZEUAMFxgAjpWa3NGi5aSzssk2C4X1Pr1p3miSXLNtC8DFKrMtokce1kA3se9RRQ9cjJPaktx9EbWnxNJGxRxgc8jNaEcLuAd0fHotUNMilVW2dG7VqQuVYK6kVRDIIElTdhVJyac/mkfPjjpip3VSpIOKryALkA5PrSbGiFhJ0wOfatHTdN2lZZQdx+6PT603TrYyyhmJ2L0reICgbc/lXDXr68qPSwuHVueRKqJGvB5PU+9G8461Hkse9KTkYrhZ6SRBLKSCp55rOfKtjp3q6/U1Tm5AJ6k4oS1CTsrnFeIb8yzG2jb5E5b6+lZasoi5BDJGFH48/wBaivHPmy5JJLnJ96jkkIicbs5Kj8q9aKUY2R4c25TbZZaX9zjoTVvTnzMG7xqT/SsZpd20Vo2blbWaT2IH5E/zx+dW5aGfKQtIXZjgcnNN3Nuwe9MB6dKQy4bkc1VwsPG7PejBpqyknpTt4POMUaAPjllhffGSpHf1+tX1u4LnCXSGJunmjpWcr8+tOZ8dqTSYXZbk06Rl3QSrMvOOcH/P5UwQakHGxZhjH3W4/nVVZ3TBTj6GpTe3H3TIxH1qHG+5ak1sX44JmcSahcsVU8Rl8sfT6V7t4cT/AIp3Tj3MAY+2cmvnmBmeQsxzgcknmvonwqfM8LaU/rbL/WokrIak29TYjTOKtxR9KZEnSrsSdKzKHxx+1Xok9qjiSraDAoAcBgUtFFABRRRQAUUUUAFFFFABRRRQAUjfdP0paRvun6UALRXz/wD8NNf9Sj/5Uv8A7VWDq3xxt9a1aG8vvCvnwQxbI7STUCYw+4HzOIxlscD0zQB9O1zum+KTqlzGtvoeq/ZZGKreusQiIH8X+s3Y/wCA14wv7SdzHPGI/DEQtUXaUa9Jc8dm2YHb+GsrRvjn/YtrZwxaJeSC2gEG1tV/duAPvbPKwD3zQB9A2/iS3vtTeztbW7khjkML3oRRCJB1UEtuJ7ZCkdeeDXiVpDe6rqFzNa2NzPAs7o9wNoQuDyBlgWI9gaydH+OP9kR2qpol03kb8xjU9sT75Hckp5fX58Zz2rnB8SpjcaeH08rZWcpk8iG42M5Lb/v7TjLEk8c9KiceY1pVOR3PSNNNxeXEqWljczpC/lSzKFCI/wDd5IJPsoNWZ7kRT21v5cklxczCGKGNcszfT0A5PpXm178VJbqzW2h0s2ym7kuHaK5wTvYMQPl4PH3uatp8XvL8QXWsroeLiWVTD/pf+oi3bnRfk6seremBjisfY3On63uehedLJqEtja2NzdzQgGcwhQsQPTczMBz6DJqHUp4oLuCwlBN1cyLBFbDHmMWOOnoOpPYV53e/Fi4ntbm3tdKW0W6l8yZ1ny7duDtHOOM8/Sry/GiS3v7W5s9EMPkCJPmu97PGgA2lvL7gcnHemqTViZV009S8I/I1FoSoG1yK6i1CFFI6e9eVXHxA87UGuxpmzJzs+0Z7+u2rsPxRMIA/sfOP+nn/AOwrtjNW1OCcW3oelTEKTx19KgOXT5hnjjFcA/xVLdNGx/29f/YU0fFL5cHRs8dftOP/AGSq54mfJI7qVP3TGM568VmFGLHcuT246VyjfE1SCBo2M/8AT1/9hTP+FlDodI4/6+f/ALCqVSInTkdNICFJBPB6VQuJ2jBYncPQisOT4hRycf2OAPT7R/8AY1WfxvG6lTpS4/67f/Y1XtYdyfZy7G3JOr4+XAPpVUEgsOoNY7eL1ySunBTg/wDLX/7GthJDcW0M23YZFVwM5xkZpqalsOzW5YLv/ZygEbTvUDaOe2c1nwWmNowXIY4x93/69XVl3WaRyN/q3J2+vIqt55SU7CRznnms0rstuyLUpEcezqzABvb2pLcqzEg49jURlU4JABwT+NWbSLdk45JzV7EM3NLQ44PvWiy7GO4bqp6eQp9PWrs7ZT5enc0XEVZdm0hahgiM1yI8kAnmm5by9w//AF1paPbb5GduR0FY1p8sTow9PnmkaFpEqLhFwo6cVJcyYAUValjWGIAkAevrWObqO6n2x8orcn27V5mr1Pc0SsjSj+6B7UyRccg1MCu0HkYqNm3HHGaloaKM7ECqk0nyKT0HzH8KuzbTuLdFrNvWWK1mfqFjY/pVQWpFR6Hmc+JbnaP4nOPzptwjqNrDB3HI9Kt6Vai7vhyMRjeQehq9JpqvCGv7iG32ghGDZLd8Ef1r0nLWx41uphwxvNKqIpZm6AfzrSumFrAlqpBYgA49M5OfTJx+VC3ltaxtHYxEkjDSt3+lUTJyWZssTkn1qo+ZLHpEWwSePSpTbrnNV0uiGKqB9TUpklk4LDGO1apozdyQoi/xc01UDZyeKYsRJ++elSRsyYHDexoQD1tlxnd170SQMOQRil81MjIKn2pmSwPzGnoLUX7OyqGyOaicMG5FSMHUYLE8VG77CMnJxUuyKTHIWjQqT8z4FfSfhSBofC+lRN1W2TNfNdtG91fQwoNzs4AFfVGn232a0t7f/nlEifkBWNRmiReiSr0UdQQrxV6JTWZRNEmBUtIowKWgAooooAKKKKACiiigAooooAKKKKACkb7p+lLSN90/SgD4BooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAruIr+3XRrSPJaRYk4A/2RXD12dtGq6ZbHABaJP5CtaW7M6hmO1x5rSpIVdjyB92tPToXALMWY9/p60xIdzKcDFXJf3aLEDtZhyQe3pWkV1Ik+gIyXTsoUgn+Va9shXah4IHFZlvCVPy/eXp9K2bTEgBIxVWIL0JBQKwIIHUVLuZYzzxjrmkSMqABg8cUpQBTuPHY1LGV8uV2L0ziul09EghBz91fzrGhi8y5Reu3LEDrz0rQvpPstpu/ujoeK4cRO75T18HTUYczMrxLrUgIt7c5dv0rH0u5vbS8itymVmkz83WprWGSVzfONzSEkKe3tWtb7Z9SgEaBiE3fTPrQlFQJk6jqJ9DqFhKwDdyaoXB8tVb3q/LOVhVCOQKxbl98qoDnua5TvQr/MORx1NZWtsItFu2ZgP3RGa1pmCQBffNc74suQuimHjfM4AHqBgn+lXT1kjGtpBs4KKeKDzAZijlQuO2DRNIksjFQSp+7nrtrJdS0mBnk1eU7IwDjjpXoR7nkPsPaTYM85qPeWFMyZG56VOsZIHpVbkixrg1PtbHHWkSPbyKkV8feFWkIQBwecj8amDkADAzjvSAr/eGP5VIqopzwfeqSIY3Y7HOBx6GlPyjnIp4kVWyBUmd+eBj6VVguVC+SarOcdeprTCLnnGBVd0QnpzUSQ0zZ8C232jxdpg27gJ1Jz3FfTEQJavAPh1AD4y09EXOMs34CvoKEev5+tYT3saxLkK1fiXFVIRV5BgVBQ6iiigAooooAKKKKACiiigAooooAKKKKACkb7p+lLSN90/SgD4BooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArqA7fYbYbj/qk7+1FFa0tyJjld9g+ZvzpZnf7V99u3f2oorVbGbLUc0vmj96/wB3+8auW083mf61/wDvo0UU3sSaUdxPu/10n/fRqT7RN8v76T73940UVAwsbmcakSJpAcD+M+lS6/dXBt2zPKfq5oorzp/GezR/gozra4m+yx/vpPu/3jVzQricXchE0g/dr/EaKKOjBfZNie6uMf8AHxL/AN9mstLmfzz+/k6/3zRRWSN+o24urjzE/fy/99muc8QzzPcx7pXbEZ6sT6UUVtS3McT8Byqk+YOalYnHU0UV2RPLYKx9T+dWVZtv3j+dFFVETHhmx94/nTSzZ+8fzooqyRGZv7x/Ojc394/nRRQhDw74HzN+dWFd8feb86KKpEih35+ZvzqNnbePmP50UUmUjrPh/cTR+K4mjmkU+U3KsR2r1eHUr/A/025/7+t/jRRWE9zVF+PU7/8A5/rn/v63+NTjUr7H/H7c/wDf1v8AGiioGL/aV9/z+3P/AH9b/Gj+0r7/AJ/bn/v63+NFFAB/aV9/z+3P/f1v8aP7Svv+f25/7+t/jRRQAf2lff8AP7c/9/W/xo/tK+/5/bn/AL+t/jRRQAf2lff8/tz/AN/W/wAaP7Svv+f25/7+t/jRRQAf2lff8/tz/wB/W/xo/tK+/wCf25/7+t/jRRQAf2lff8/tz/39b/Gj+0r7/n9uf+/rf40UUAH9pX3/AD+3P/f1v8aQ6lfYP+m3P/f1v8aKKAP/2Q==", "path": "001011.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.
001012
Men Tshirts
{ "bytes": 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G4oxTsUYoAbRinYqSG3muH2Qxs5AyQo6D1PpSA1PD0G+eZyOi4FbkbYkwaqaNbNa2xLjDNyatuu4lhXHOV5NndTjyxSZDeqyMGXmqzvHgCTCn1NXpD5kWP4hWXeuklsUfGRUmg8TNGcjDr7c1Wknt87pIQT7iuSvJjAzBXIOeoNYtzfXS/wDLzMPbeaLDd0dpqt5az25iW2QIByxAAH415je3p/teUWNxIsOQo8tyAcdTUOpXMk6nzJXkOf4mJqtZr++UmtIqxnJ30Z0llLfJtcTMx/2+c13uhaXJqumC4lQxvvKjBzkDvXOaBZm/uI7eJdzHr7D1Neu2FhHZ2ccSLhUXArSndsxqqKVji5/D1zGSEYN7NxWdPYXVsMywOq/3sZH5ivTBAZGJI61J/ZyuM9DWxhY8mxxSGvSrvwtaXWS8Khj/ABJ8p/SsC88EzRhmt7kN6K4x+ooFY5MimkVYubWa0mMM8ZRx2Pf6VBigQ2kp2KQ0AMIrp/AH/Iz/APbvJ/SuZNdP4AH/ABU//bvJ/SgD1HFLQKKBhRRS0AFFFFABRS0UAFFFFABRRRg0AFQXt7a6daSXd7cRW9vGMvLK21V+prmfEPxJ8LeGxNHdanDLdxqSLWA73Y9hxwPxNeH+L/jBf+L9Mj01tOgsrX7QksmyVnZwpyFOR68/hQCOr+KusWWra3YNYXMdzDFakGSM5XJYn+WK87kYZ9qsvN5yK4O4EZB9ag2bz/KuOTu7npQjaKSKrxQyn94vPY06DTWlbbCXI+uama3YHkHFa+h2r/aM5IGR1octBqmm9TY0TwgJWR7gk4A4PQ16VpemQ2sKiNApC4AxgflVTSYgsScZArZRjnOBj2rG99zRpLREpJyylSFHQ+ta2hygwyQfxByw+hrJJyTT4QyMHRip7EcEVcJcsrmVWPNGx1Apa808WeLfEPg6OLUo3g1HT2kEcsFwux4891deTn3HFdHoPxC8M+IRElrqcUd1IAfs052OD6c8H8K7YyUldHnSg4uzOooooqhBRRRQAUUUUAFFFFAgooooAKKKKAPFMUUuKMUwExRS4pcUAJijFOxXX+HPCJuQl5qKlYjykJ4Le7eg9qAMPR9Au9XlUpGy2wPzzHgAd8eprpkto/JNtbRiG0DfdHJf3Y967WKGNIhGqKIwNoUDgD0rAvtOlsndoUZ4TyMc7fasa3NbQ2ouKeplGLbx2pVi4p/mAZZqkRgwyOlcp16lIptcg9D3rjtcle2uXiY4B6Gu8kRWWuY8R6at00EpHAfa9BUVqcYbKW6DOikgfrXPajb3MDESRkZ6V7FZaZFb26oFGMVBc+EH1R/3cHH95hgfnVK/Qba6nhMlnNI/bFdD4d8JX+rTKIYmK5+aQjCr9T/SvXrD4XWccwlvHEg/55oMD8T1rsrXSbeyhWKGJI40GFVRgCt4wb3OadWK+HU5nw14Vt9FtQqLulbG+Qjlv8BXRiHI2gcVbEY6AYFPEeK1SsczbbuyssGKf5eO1WMYpCKYiviopUBU1ZYZqBzzQM5rW9Jj1CExsMOOUfuprz+6tJrOdoZ0KsPyPuK9auFSKJpn6DoB3NcV4ltJJ7YXR5KHkDoAaBM5I0mKeRTTQIZXT+Af+Rm/7d5P6VzVdN4CGPE3/bvJ/SgD1CigUUDCloooAKWiigAooooAKACTgDP0rm/GHjfSfBenie/kL3EgPkWsfLyn+i+5r558Y/FDX/FkrxCZ7DT/AOG0gcjPuzDljz7D2oA9p8WfGDw94ZlltIN+p30ZKvDA2EQjsz9PwGa8V8WfFjxJ4oWW38/7Dp8mR9mtuMr6M3U/oK4gjNNK0gI8/hSYzTyhpNhoA2ND1EIfskxwpPyMex9K6eGHJ5rgtmcc4PY1t6Z4hnsAIrlDNCOh/iX8e9Y1Kd9UddCsl7sjthYebbg9cVpaXbyQ9F3cjkVD4c1XS9UURJcxrIescnykfnXQSWEtoc4OxjxXLK63PQi4vVM37GZyFypA7A1rxEleTkewwMelc7aOF2+tdBAsjKAAT9BUoU1YsIrE88+9Xoosrjv2rn9T8TaJ4ei8zU9QjiPaJfnkY+yjmvNfFPxguL+3lstAgeygkBR7mXBlZSMfKBwn15NbQptnJUqJE3xi8T293c2+gWjhzayebcup4D4wE+oHJ+teVk7/AL3I9DTc88ZPuTmlHSuuMUlY45S5ndnfeD/itrfhWKKylC6hpsfCwSnDoPRX5x9DkV7l4V+IGg+Lj5NjcNHehctazja/vjsw9xXyfTkkdHDozKwOQykgg+xqiD7XpcV87eFfjTrOkmK21mMalZIAu/G2dR67v4vx/OvbPDfjDRPFkDvpF55zR48yF0KSJ9VP86AN3FJ0paKBBSUtFACUUtJQAUUUUAeL4oxS4pcUwG4pQKUDJ4GTXe+HfCK2zRXl/wDNMPmWHsh9/U/yoAh8L+FvLKX+oJ833oomHT3Pv7V2gPoM0u2lxQMAxHoKkDA0zijNAFa60mzvMmWEBv7y8GqZ8PRL/q7iRR6EA1qhj2zShzUOEXuilOS2Zk/2AhGGnf8AACkbw3aSAiVpXU9RnFa+80hc0vZx7D9rPuVoNMtbcDy4VyO55P61awopMnHWkq0rbEtt7gW9BUbcmnGigQzFFONNNACE0wmlJqNjQA1jUYXcaSVwq5J68VLbfNkk8DmgZl6hIGkeJekMZc/U9P0/nWbcwrLZtGwyCuDUkc/2iDULg/8ALQnH0BwKX7ybfwoA81niME7xHqrEVFWxrltsujMo4bg/Wsg0EjCK6fwF/wAjL/27yf0rmcV03gL/AJGX/t3k/pQB6dRRRQMWijvS0AFFFec/ET4p2nhRG07TGhutZ6MjZK2/u2P4vb86AOu1/wAVaJ4YgSXWdQjtg5wikF3f6KoJI9+leX+JfjxDGjQeG7AyyHI+03gKqPcIDkn614zrGs3+u6jNqOpXLT3UzZZzx9AB2HsKonqTSAt6pql9rOoSX2pXctzcyfekkbJ+nsKpEc0vNLigCPaaNtSUmKBjNtG0mpMUUCGBRShSBgYI96d2pRQAwIoOfmU+orQttY1K0AW21O5jX0Epx+tUxR15OKGk9yk2tjbHi7xEowurTjjHaqtz4g1q8BFzq95Iv90zED9Kzto9KX8MVPKh88nuxWYsc8k+pOaaBg4NKaP5VRItFGaKYAaOaKXtQAA1YtryeznWe2nlgmU5WSJyrA/UVWpRQB6n4e+N2uaakVvqsEWp26DBlJKTn/gWcH8RXqOgfFXwrr3lRfbvsN2+B9nugV59n+6fzr5dH0peoxjIoFY+1/rRXzt8N/iNfaLqNtY6xfNLo8vyM9wxYwcHaQeuM4yPSvodGV0V1YMrAEEdCD0oEOpO9LRQAlFLRigDxnFAFLW34VsINQ1yOK4Xcio0m3sxGMA+1MDW8JeHWkdNSu0wi8woe5/vH29K7oChVAGBTqAEooxRigBDmjFLRQMMUUtJQAhNNzzUU13bwNtlnjR9pcKzgEgDJOOuBVHSvEGl63LMmm3iXJgAMmwHAznHJHPSlcai2r2NORtoA9aWsvW7i9t7GeXTrdbm7jTdFC3Rznp1HvXng8X+ItZXS4ra7htJ7q6kt5EiQZXBUgnOSBgmk5JGlOjKauj1bv0NJXn/AI9W5vvEugaQLua3tLxmD+UcHdnGffjsai8IWR8P+P8AVdFiuJ5LYWqyr5rZJPyHJHTPzEUubWxSoXhzX1te3zsdbceKtAtSRNrFmCOoEoYj8s1Ym1iwi0htVN0jWKp5hmT5ht6Z4ryOZfDuj+JvEVrqlqzplltAFLbGOTnr7jrXXeB7Npfhs9veQfu5ROQsi8Op5Bx6Z/lSUm3Y1qYaMIqWvT8V0Ng+NPD/APZ/2/8AtFRambyPMMbffxnGMZ6Vo21/b6hZRXdpKstvKu5HGQCPxrwnSbpdah0jwu7JbQveGWe4P3nYjCj64yB7kele4QW9vp9lHa2sSxW8S7UQdAKIychYihGlot/0G3UhKqfRqtGYR2E0gP8AAf5VmTSgpzxzSXM4XSG56xlv0qzlM60fbo8+T/Av6mrVudzRj1asmGb/AIlIx/y1kH5L/wDXrW0xd8yZ6KCxoAxL21F0ZIO7BgPqDxXIspUkEYIOCK7VDuuA/wDtk/rXMaz9m/te4FtPFKuQW8tw2xj1Bx0NAmZxFdL4D/5GT/t3k/pXNmul8CD/AIqT/t3k/pQI9MoooFAxaWkqG9u4rCxuLudgsUETSuT6KM0AeefFvx/L4V0yPTdObbql8jESjrBH03D/AGieB+dfNcs0s8zyyyPJI5LM7sSWJ6kk9a1/GPiWXxZ4nvdYkDIkzAQxk58uMDCr/nuTWEp96QyRjlfxpx61Ex4zT2bg+vSgBwbgfnSqe9NOMhc8dKXcOo79KBDqWm9BS5oAWikpaACjFFFAC0UUCgAFKKSl7UAJ6UvFJRQAtLmk4ooAWl7fSkyaWmMTil/iAppOOvT19KU5Iz1I9O9ADhThwCaaGDDjvTjk4HqaAJ1OAB2r3r4P+NX1Kz/4R2/ctc2yFraRjkyRj+H6r/L6V4GD1ra8La03h/xPp2qj7ttMGcZ6oeGH5E0CPriimo6yRpIjBkYBgR3BGRTqBBRRRQB43iur8DW5bUbi5/55xhR9Sf8A61crXeeBowum3EndpsfkB/jTA68YYA0d6j3bM+gPNPPqOhoAXignFRc7qc+cCgBR8xNV11Cza9Nol1C1zgsYlcFgB1OPxFcJ8RNV1fQ7+wurS8aO1blYl4BdTk7vUEEcfWs/wfcWE3j/AO02qYS9tnlVGOTFIeXX8w34YqHPWx1xwrdP2jelvyNi88fX89/c2GjaJJcXFvv8xpT90KcE7R2/GrN2us+IPAAlkeew1JQ0roimMybd3y4zkAjFYmvw6pb/ABMCaRcR211qFsoEjgYwAd3Y8/JXbeH7pZLI2UupRX99aAJdSJ/eyevvxj8KS1bTKqKMIxlBLo+t/wDK1zxmXXlt7nw9eRs0j2cGyVXOSf3jbgfYqf1ruPhULdrbWJYEUIbvahxzswSo+lcwfCgl+IWoaK0ZEDxTPE2OFDIWQ59iQPwrrfhZpl/pej36ahaTW0j3AKrKu3cAuMj2zUwT5joxM6bpNR30/F3O1kP+kCuA/sa3074wW0gIWK5je6jXoBIQwI/PJ/Gu8bmbNZt74UstR8RWutTSzie2CbERgFypJBPGe9aSVzhpVOS93umjnPiNMmn6x4Z1GTKxQXR3sBnAypP6Zqtomr2utfFOa+00vLbNYlHcoVwQB1z06CvQ7yztr2Aw3dvFPCSCUlQMuR04NR29jaWKFbS1ggU9RFGFz+VLl1uVGvFQ5ba2a+88nurWPXPH/iHTjbPuuleOGRl/1csYBDZ9CVI+hro/B+r6g/gy7ivNPuFuNNhMSK6kGcBSQACOvG3jNdyWOMZOKjckjOT+dCjZ3HPEc0eVrt+H+Z4HHps6eB7t30i6h1G31CKSGbyWDkMp7YzgY/MivUtF1mTV/D1tfTwmGaRCJEb+8Dgn8SM10MjHOcn86x7+QktzkmhRsTVr+1Wq6mdfXJS1cg844qPUZ2Xw3KwPzGIgfgMCqt+xMG31auf8X+IZNN8N3MkWwtEI4kDjILkjj8smqMTZluYLK1gWeeOKONBlpHCj8zVO4+Jnh3SNPn8iaW+uXUqBbr8o+rHA/LNeG6hql7r2oPeX83mOeAMYVR6AdhTvKkm2W8CNJK5wsaDJJ9hWsaatdkORqax421rWkeGS48i2b/lhB8oI9z1NWfBd15V9Jak/LMmQP9pf/rZrQ0X4V67fost4YbCE9fMbc+P90f1Nen6V8NtD0jS5Whiae98olbmdslTjsBwv+eaG42sgszmDXSeBP+Rk/wC3eT+lc5XSeBf+Rk/7d5P6VkM9KoFFLQMK8/8AjRfyWHw3uvJYq1zPFbkj0JJP6Ka9AryT4/3LJ4RsLYHh71XP4K4/rQB86MeTSqaaetKOvPSkA88qR7ULyV/Wm5wfpRnBoGP3ck568fhT1POeh/lUCmpFbPFAEoNKD3qOnA0CHil71GGwakXBFACmkq01hcppsOotHi1mleFHz1ZQCwx+IqrQAegpx4pKM8UAHeitiXwl4it9JOqzaLex6eIxL9oaPCbD0bPpyOax/rQAUUvNGOOtABn1pQM00D863b/w7LYeFNH1xpQ0eoyTRhMfcMbY6+/WgDFoFHWg0xi4BBHY0yPMbFCc9wfagP6ZJXqKRirFSp4NAgQ7XK9gf61IG5PPsKrBiWZuMk1KrYAFIZPmpFOevQ1AGqRD60xH1P8ADHUZdU+H2mXE7bpl8yJv+AuQP0xXXV5f8DrrzfCt9BnIhuhj/gS5r1CgQUUUUAeO16D4LGNEJ9Zn/kK8/r0HwWD/AGC/tOxH5CmB0RPPPQ8GiBvlaI/eQ8fSmydPY1FIxVkuE6rw49VpgWsjOKcelRMQSCOhqX+CkBw3xSt0n8LLOSoe2uUZM985BH+fSuV0ewNh4z0bUtNill068bfGyITsBBV1PptJ/LFep6hpdlrFkbS/gE8BcOUYkcg8dKs21nbWFoltawpDAgwscYwB+FQ43dzqp4rkpcnr9zOQ8U+DtQ8Q6/aX1tqa2cUEOzcoPmK2SSVxjsfWtXwz4TtfDC3DRXNxcT3AHmvKRg4z0H4n1rfLBFqublI1aeeVIolHLuwVR+JquVXuYurJx5b6EpPU45poOAa5TU/iT4V04sramLhx/DbIZP16frWXpvxa8P6jqIs3FxZq/CT3AUIT6HBO36nir5ZdjO6O3J+fNXYuVFZwbc4wcg9xWlHwgqRiPWPfeJdDsJHivNXsYJEOGR5gCp9CKwPiJ40Xw5p4s7JwdTuF+Tv5K/3z7+n59q+fbmZpJGdmLOxJZickk9Sa1hT5ldktn0S/xB8JxkhtdtT/ALu5v5CqsnxM8IKD/wATYN/uwSH+lfO27rRn5av2KFzH0C3xL8Iucf2uF/3oZB/Srs08VzDHPBIskUqh0dDkMD0Ir5qkPNeg/DTxKwdtAunJRsyWpP8ACerJ+PUfj61nOnZaDTO81B1jjLucKuST7V5qlvd/EmGGCwP2W0huGa4mmOcu3Tao6gL9Otdz4oZv7Fuwh5MLAH6ivK/D/i/UvCWnNplta24nEpd5ZMv1AxwOOmKyvbU1jTc3ZHqOkfB/w7ZIhvJbq/kHUM3lqT9F5/WtnVbfw34Ts0dYLHT0HVggDn2/vGvG73xz4k1EbZtVmRD/AAQ4jH/juKwbqV5pQ0js7nqzEkn8TUOrc7I4F7yZ6xqHxW0+C2aLS7CW4fGBJMfLT8uSf0rjdU8Y63r8flXl4Vtj/wAu8PyJ+IHX8c1zQXCGprb7lZOTZ20sPTg9jvNGuvtelxMTl0Hlt9R/9bFdn4G/5GP/ALd5P6VwXhvSdWggnupbC4SwYA+c67RuzgYzyc5rvvA3/Ix/9sH/AKVtF3R5OIgo1Wlsek0tJS1RgFeP/tAwk+G9Nm5wLoL+asa9grzP47xB/h0j45j1CIj8Vcf1pMZ8yd6KD1oHt19DQAZ6CkJpT/KmHrQAo609Tg0wU4HFAE2aXpTFOa1rXw7rV9Ak9ppV5NC/KvHESp+hoGZlPQ84rcj8E+J5XVF0K9BYgAtHgfjmtbxBo2jx6JbnSCHuLC8Gn3coOftDMu4SfTdlR9KBF3VrZYvhbpNiig3C3IvCe+J9ygfmgrD8XeHh4b1K1tkkaRZbOKYsxz+8K/vB+DZGOoruXsbabxfc6TLIsMenaNbzNnnL25DsB7nkVylzBqfjDQ4b+0tJbqeC8nSVIl3FRKfNU+uMlhQByBYg4HTuaQV6L4G8J6hHrUlvq3hmSRLqExwS3VtuSKbPylv9nPWsm/s/D+o3MovJovDupW8rQ3NtHbySwORxuTbkqc5yDx0xQB0mneIBbeC9C18l7r7DMdI1a0JyJrRssoKnjpwD6gVxPirR49G1ySK2bfYTqtzZSdd0DjcmT6gHB9xW/pkvhfRNJ1u1GvXF8NQsmg8pbB0XzAQyOCehBH5GqGm+ItNvPD0egeJBcCztZPOtLq0RWmjJ+9H8xxsIP4EUAcsAT7UbeOTXZ2Hh7wx4jnax0DUNXW/KM0f26BPJO0Encyfc4B5PFYw8N3P8WoaQv1v4/wChoA1fC+hWeq+GNclmC/bVCiyJ670Uu4H1UfpWlqMst/8ADe30442aXb216ox0Exbd+ZYVkC/Hh220WGK8tbmWC9ku5xbSCRdrBUCkjrlQ3HvWhPeWU3iHxJp2kzCbT7rThb2jMTysSKy+nPysKYHDmN/LEhRhGTtDY4yO2aYOWrsLTU4IPDNloGoGKKy1GKS7a4aPe1tKXKxuMc4xHggdQayv7G0fIJ8V2PXtaXB/9lpAYzdVIODn86jkASQEcBuce4rW1Gw0+0gR7TWoL5y2DHHbyxlRjrlwBWLdNwFHU0wIw2ZD6VKp71CiGplXsP0pASqfXFSoeeKgUY6/kKmjpgfQfwJiKeHdUkI4e6UA/Ra9Wrz74Mxwr8PYHRlMrzymUA8qQxAz+Feg0JCYUUUUAeP1i2njjVPDer34sjFJDK4BimUsuV4yMEYNbsaGSRUBwWYAfjWt4k+FFtfzy3el3YtZCMmBo8xswHY5yMn69a1puKfvCd+hlQ/Gt/s2y40RWnXqY7ghT+BBNXtI+L+l332iHU7dtN2pujfcZQ59OBkGuNn+FfiuPLCxikwM/u7hD/MiqH/Cs/FzsGGkMgP9+VF/9mrVxpiuz2nwd4z0rxXb3Eenzu0toR5iPGVYA5weeo4NdWPuV4N8MtJ1fwx8SLm0vrKeCO5tHRyVJTcMOvzDg8A9693Q5jrCSsygSqGua1ZaBpU2pX8hSCEDO0ZZiTgADuTV9eFrwX4v+LP7U1gaNbSZtbBj5hB4ebv/AN8jj65ohHmdhMn8RfGu+uSYdFsUtU/57T/vH/Bfuj9a4aTWdU1qYzalfT3Tc48x8gfQdB+FYB+Y1r2aYiHFdUIpbEtle4bDEdhVQyZbFT3bYZqpxfM2ab3Eei+BPiLd6BLFYahvutMyFUZy8H+6T1H+z+VfQ7PstmdRuIQsB68Zr4+gHz5zX15Yv5+m2r/89IUP5qK56sUndFo+Yda1O61fUbi/vJN887bmPYegHoB0FYspy4FaWoL5VzNFz8kjL+RIrKkP7yunoSMHU/WngZWvXvBfw68O614WsNTvI7p551YuFnKrkMRwAPaunT4W+EVX/kHyt/vXDn+tZOqkOx85SfeosbiS01K2uIW2SRyqysOxBFd18U/Dem+HNXsI9Lt/IhmgZmXeWywbGeT6YrgIv+PiP/fX+dF7q4Hu2vRedZyRgfeUivA7gynU51l++rlenYcCvoq4i804IrhLHw3pFx4yvre/tFmYgOgZmHfnoR6iuNq500pqErs82QZYCtvTfC+ta1cAWGnTSKOrkbEH/AjgV7tpWg6NpS+ba6XZwkDhhECxP1OTWzbW8jBnYEs36VKp9zqljtLRR5HY/CO/aASalqEFuCf9XCPMb8+BXoXhnwFoOhoksdp9ouhz51wd5B9h0H5V0DQb3AZ1CL2HJq/bRqqHGT7mqUUjlniKk92VryzW9tJbeQZjkUq1cd4Xsn0/xlLayEMY4XG4dxxg12t7e2tnDvurhIl7bzjP0FczpN/aaj4zEtoHwLV1ZmGN3IxiqMDsaWkoFAC15f8AHe9ig8BR2hkUTXF5H8h6lQGJP5gV6hXzF8bdZXVPiBJbxEmOwhW39t33m/U4/CgZ5s33uKMDPzDB9aCee9OXHr+dIY0j/wDX3phqYionGDQJjR1paSl7UCHK2DWtbeItatLdLe21fUIIEGFijuXVV+gBwKx80obmgZtN4k1x/va1qJz63ch/rW34Jt5dYubzSUJLSrFdKvUkxSqzED12F/yrjd1bHhjxBL4b8QW2qwx+Y0O4FN23cGUqRn8aAL3ifWp7zxfq97DcOnmTyxBo2I3R5Ixx2IrMsdV1DTg4sb+6tRJ94QTMm7HTODzVAszMWPJJyTQCaAseh/D3VLvUPFkD6r4muLe1tR9pK3N+yJMykERnJ79/ak1K58PaHcT3Go21l4l1i+me4n8q6YW9srEkKGX7z569gMV59yaOaAPTvD+qeHtcj1h5fBej2ltp+nS3bSLJK77hhVAJbqWYflWZpVpaeGfCa+JNRsrG/u79/IsbC9j3oqA5eYr36YH1rV8J+Fr69+HB+xxusmuamlnPcKmRBaoMuznsu4Z9OK5DxlqkepeIZUsm/wCJdZItlZgHgxRjaGx0+bBb8aBFu68eak9pPbWFlpekx3CGOVtOtFid1PVS3XBFcuAo/hH5VHz60c0DJhgdq3PB0iL4w0wPtKSSmJg3Q71K8/nXO5NS29w9vPHLG+ySNg6N6EHIoA3/ABjaHS9fOkswZtNt4bRyvQuqZf8A8eZqwBT9Q1C51DULi9vJTLc3EjSSyH+Jick1X8wLjOcUATF8CqYcu248ntU8gyu9WBA5qqpw1AFtFz1/SpAPSooz0qfqKAFC+34mnqNpHNNUjvTt244UZPrTA9p+CHiaCCa58Pzo/nXEgmgZVLA4BDBv7vrmvb+1fHnh7Vp9B12y1OCWRHt5Vc7OrL/EPfIzxX17aXUV9Zw3du26GaNZEP8AskZFAMmooopiPE9Yl8nSpyOrDYPxqtpHj/XdHsY7OGSCaCLhEni3EDrjIINWtY0rUdR03dY2ctxHE+ZTGu4rxxx19a44KUJVlOQcYIrGo2noezgaNOdK0tdT06y+MMItUW80iQzKMOYZQFP0B5qc/F7TNhzpV7nsN6V5Gy4k74YU1QShHcetT7SRu8voPp+J7FovxOsta1210z+zbiEzvtjkaRWAbB6ivQoj+7Jr5m8OSmDxjosmcAXsQP0LAf1r6dkARdo6CtYSclqeXjaMKU0oGR4lvbrT/DGp3diAbqC2eSPPYgdfw6/hXyhPK0kpZmLMxJLHqSe9fXk8aTwvDIAY5FKMPUEYNfJGqWT6dqt3ZOCGt5niOf8AZJFdNLqcTIYl3MK9g8H/AAsbVtMt9R1K9EVrPGHjjt+XYH1J4H615JbL+8FfUPgQlfAOkbuv2f8AqaupJxjoJHMX/wAPPC+maddvFpxnmWCQrJcyFyCFOCB0/Svn22X5Fz1wK+p9XPmwXK+sL/8AoJr5gtkxGOOgqaTbYMnhQ9q+rtAfzPD2lP8A3rWE/wDjgr5WiAFfT/hGTzPBujv62cf8qdfZBE+cvEKGLXdQjIxtuZRj/gRrBkOGzXTeM18vxfrKdMXkv/oRrl3Na9BH0L8LZfM8A2H+w8qfk5/xrtl5FeefCCbzPBG3/nndSj88H+tehoR61xy3ZZyXjDwZpnima3l1BrlWt1ZU8mQLwSCc5B9K4a6+Eukxtut9Qvo2UgjdtYfyFet3nrmsS7OAxpczQ7Gai5b1rmr4JYeM7a52KTMRFz7jj+VdNH61wvxElljns/IdkkLhlZTggjPIqSj1O2MsiKQij3C9KLrVLCwXOoahBD/svIM/l1rxTT9VvdQt1+1X91Lxghp26/TNXB5SH5UUH1xzWUq1uhtGhfdno9x4/wBIgyLS3u7xvWOPYp/FsfyrmdX+JWuujR2lnDYRno/+sf8AM8D8qyYB5gzTLyMPEQRWLrSZusPBFLT9QuL3UppLqeSeWRMl5GJPB/8Ar13Pgf8A5GL/ALYP/SvOLAG31aIdAxK/gRXo/gf/AJGP/tg/9K6KbvE5KytI9KFFIKWtDIr6hfw6Zp1zf3BAit4zI+fQdq+YNYuoNc1C5vJwsk08rSEFcnk8c+w4r2T4xXzW/hCGzR9pvLkI3uqgsR/KvI9MtCg3EDnnNY1ZWOnDwcmc1c6FEQzxhosdB2qn/YV+ELx27SqP7nJ/KuuvGjN4sZ+6Dlh/jXS+HooN6tyO3So9o1G7L9jFysjx1kZHKOrKw6qeCPwqB+tfRt3pWnX0BjvbKG4UjjzFyR9D1ry3xT4Hgs3M2nSMinJ8qU5x9DVQrRloxVMLKOq1OBNLSyxNFIUcYYUg6VsctrBRRiigBwOKmTaahU/MMipCmOVNAEuzFG2mKzDrUgOaAFC0uBRQKALUeoX0VsbaO9uUgOf3SysF568ZxVYqMUA0tADdoo2CnUFdw4bH0oAQoAMnFQkDNSmEdyTThEoFADPJVwCDzR9nHQ8ipVjA6U7HtQBVaHylLKTjHIPeqg61pSgeW2fSs2mBYjIA61ZR8iqcZyRz+Fb2meGdc1TabHSbyZGOA4iIX/vo8VLaQ0m9jO25PPSpF4AHAFej6Z8GtYuWDaje2tkndUPmt+nFd7pHww8M6SqO1q19Ov8Ay0um3DPqFHAqHVijWNGTPDNN0m+1aVYrG0lnJPVV+UfVulfTPw1tr+w8G29hqMkTzWzsi+XztTsCe596qywKkWyNQiDoqjAH4VreF35uov8Adb+lZwrOU7GlSgowumdFQaKK6TkMXwdZm30MTfxTuX/AcD+Ro1DwfoGq3Tz3mmQvNIctIpKMT74Iyam8O6tYT6fbWkMwWWJApjk4JPt61uYPcfpTKjKUXeLscNdfCvw3OjeUt3A3YpNux+DZrLPwh04tkardj1HlIa9Oxx0FRuq9QD+dTyR7GyxVVfaZ5lH8J9Msry3uxqd4zwSLIo2IASCD/SvSZG3HNQzbCpBDdKepzGpHcCqSS2M6lWdR3m7jHHBr5y+Kmn/YfHl3IFwl2iXA9yRhv1U19HN0NeN/GzT90Wl6mq/cd7dz7H5l/UNWlN2ZkzyyzXLZ9K+qNEt/7P8ACOm254MdrGD9duT/ADr5f01RvUsMjOSK7rxD8Y9blhaDTrW0so8bVJUyOAPc8fpW1WLaViUz1sr54nOMgowz+FfMkY2x4xmnXHiDWNYfN9qd1Pk/daQhR/wEcUoGEFFKNtRtioSSK+m/BBz4F0XP/Pogr5liHPWvpbwE+/wFo59Lfb+RIpV9kETwn4gqE8d60P8Ap5Y/mAf61yLnqa7X4mps8f6uP70it+aLXDyd6tfChHQaB4213w9YPZabdRxQvIZCGhVjuIA6n6CtdPid4vY/8hbaP9mCMf0rho6tRcAUlFPoFzp7r4keLmOTrUv/AH6j/wDia6bwP41utdafTdVmEt2B5kMuAu9e6kDjI6/TPpXl9z9003StRk0nWLW/j6wSBiPUdx+IzUVILoNM+hl4WuK8aRibUbRj0QMf0rsi4YJt+6VyPpXJeKFz83oj/wAq5GbI4m1ga20+K8AOCxR/boQalGoEyKuep4robSzjFk1tIuY3Rcj6rXLx6cya15HzMIpcZ9RmsqkeptSlfQ7XT4isALcEii6iwfY1ft4FWJSQCcd6gvcbemK5XudaOXvAIbyCQdnH869B8D/8jJ/2wk/pXnOsP8yY9a9D8Bvv15H/AL1s5/lXVRehx4lapnpdLSUVuc55R8aX3HRYc8IJZiPyUVw1lEJLBZGm8tWXGQOfwrq/i/OJfEFpECT5dr5e0epck/piuPiWSK2QbR0wq54HvXNVV3Y7KD5VccmlWzg+V5m8HJdzksff2rs9C0jy7U70+cNxzXO6QJWYIy7nzyT/AFrvdNRzEAwxxWU29jeCj8ViUwJ5W3HIHWuJ8Wp5dqzZ4Getd5IuDnJFcrrenPq2o2GmxAs9zOqHHZc5J/IGoWrNHK0WzwW/WVbyQTRvG/HysuDjtVYdK9J+OOnR2PxGlaJAkdzaQyhQMAYGw/8AoNebjpXobaHkN3YUUUo4oGJipY37Gk2hhwaTyyKAJ8A9MUgGO9JGfWpBz2oEJkY604GkwKKAHUbhSA07rQADr0p4wabSjNMBcil4xSY9aKBi/nSfgfzpRgUvWkIik+42emKm0LQZ9dOoC3PzWdnJdlccsFxwPzqNx+7bntXsn7Pehwywa7qlzGro4S0TcM8EEv8A+y0AcH4Qt7MzxSG3iZ/7zLn+dez6POPJRAeAPujgD8K8gs7GTQvE1/pcmVa0nePn0B4/QivRtHucxKdxNcVW6kepQs4HfRsGAwc1IG46VQs5Qy5DVZMgBxU3BobcR5Gad4fYx6sU6b42/SpcBk5qtBItlqMFwwwithvoRTj7skyZe9Bo62igEEAjoeaK7zzDyTNR3WralbNGtvf3MQII+WUjFSYqhfY8+LjPBJ+lKexUNzctvFWrx4WPUZW9pAHJ/MVb/wCE81aFh5ghdeh3xf4EVyssgwgHL54x0xTrvyWRmkk4VemMH8u31NYczTtc25U9bG9ffEu5h2iKGykYnDKwdcfrXb+HNTOsaFbXrBFZ9wZUOQCGI4rxWS4tmtXtV5G5m9Ppk16R8L7hpPC8sL8GG5YAexAIrWDezImlbQ7R+lcT8RdMOp+C9SjVd0kKi4Tjuhz/ACzXbP0qs0CTbo3UMjgqynoQeCK2TsZHy/YqFhZgf4ayNSbLkV634/8ABNp4ektm0aOVkvCyrbDLlCuPu98c1xdt8O/E2r3Ixp7WsZ/5aXZ8sfl1P5V0ymnEhLU5ewTPNX2GEr1nSPggqQq19rZJxytvB/Vj/SvPPE+lJoniC/06N3eK3mKIz9SvbPvRCaeiBoy4h81fR3w3fd8P9L9hIP8AyI1fOEf15r6H+FsnmeAbQf3ZZV/8eJ/rU1vhCO55T8W4vL8e3TAY8yCJ/wDx3H9K89fnNemfGePZ4xhcf8tLJD+IZhXmTHk04v3UD3Nnw74Y1TxLLPFpcKStCoZ90gTAJwOtdTD8JfFZUHyLMfW5FW/grLt8QalF/ftA35OP8a9ziPArOVRxdkNJHznr3w48RaNpNxqV5Fai3gUM5ScMQMgdMe4rgpOh+hr6o8exed4F1tMZ/wBEc/lz/SvliXkN9DTjJy3C1j6Itm3wW59Yk/8AQRWJ4jh3Qvn0YfpWxp5DWVow5zBGf/HRVDxBHui2jqwY/wDjtcrNkZjJsK8dUFZwVF1CYMBuYqynv0Gf5VsXK4WA+sYrGum8vU4DjJK9P0qKivAuk7TN5JQFA9qp30vy8YpBJzwao3UhbgZrjO9GJqHzSE9hzXffDZ/M1OE/9Ozj8sCuDulzFI3eu2+GBzqa+0Uv8xXTR3OTEbHrFFAqjrN5/Z+iX933ht3Zfrjj9cVu3ocq1djwbx7qL6x4x1AxYaGCUxIVPDAcZ/PNaOg6dDLBGfLMhxzkd6doOjRTpumAd2ALE9zXX2VjHbKI0jCiuGVTm0R6UKPJuZq2kEFwMRhfbpWvDKFAwBzWXrn2myIniVXTHzBhz9ayI9cnl+UgKB2WszbdaHWXDlVPHb1qHwePtPjN5HGfIs3Zc9iWUZrmpNUutmFuJNvoecCur+G0TzXWp3rsSQEhBPudx/kK1payRhX92mzg/wBobTAuqaPqgyDJA1u3p8pLD+deK44r6S+P9sJfA1ncYG6G+HPcBlIr5truPOQUcd6KXqKQxBx0qUHIqGnBqAJhzThTFOaeDQA6lptL2oEFOBptA60ASClzTAfanA8UALz6UuM9aTNLQMUAUtIM+lOHvQAyQZjb6V9MfBbTW074cWxkjKSXE8kxyOoJAB/IV81MhkQoo+ZhtH1NfZum2aWGmWlpGoVIYEjAA9FAoEzwf4rabJpPxH/tIKVt9ShRt3bzFXaR9eAadol8jIo3V2nxw0/7T4Mt71R81ndqxP8AssNv88V45omoeW6qxP51z1o63O3DTsrHs+nXIJGGFW57wJKAzAE9K4iz1QIRluDTZ9Xnm1iKJf8AVryeetcx2WR6XbS7kGDRdR5jIxVDTLgSQKw6H1rSflCODT3RlszZ0eZp9MiZzllyp/A1frE8Py/8fMB/hIcfjxW3XdTd4JnnVY8s2jySqcqiW6bqQi44/WrnuaorC07EAPvcknYQc+n0oqPSwU1rca625dipCr3JJ/kKguhbSRFVICj5iT0A9atX2j/Z4VcyDLcKjMxJP4YrMbbaSh7sjylORxhAfX3+prC3U6ue2ltRbSxIzLMoXcc7a7X4aXfmXWs24HyK0TA++CD/AEriLnURcjFvnYesnr9K6v4dlLS4Cg/8fAfPuQeP5VtTTvdnNOSS5Ynpr/dpsKkvk9KeTkc0+MjOBWxkStgfN3A61isPNuyT603XPF2g6Crx6jqUMMoGfKGWf/vkZNV9A1a01ywh1GyLmCbO0yLtPBI6dulFmB0UYxGB7V83/EhSvjzWF/6bA/mqmvpNR8lfOHxSTZ8QdU9GMbfmi1pR+ITOUjGa99+EjZ8DAH+G6lH8jXgUP3cete6fB+Xd4Sukz9y8b9UU1rW+EmO5yPxvixrOlTY+/bOufo//ANevJWPNezfHKP8AdaNMP70yH8lP+NeLnrUw+FDZ6L8HJQnjKVP+elnIPyKmvfITxXzD4J8QQ+GfEcWpXEUksSxujJGQGO4Y78V6hD8atLzj+yb3/v4lTOLb0Gmd74oj87wvqseM7rSUY/4Aa+S25XPqK91v/jFo91YXEB0u+BliePO5DjII9fevCm4GPaiMWtwZ7/oxJ0mwJ6/Zo/8A0EU/UIfNmhXHVW/lTdH50mwP/TtH/wCgir7R7r2DPoa52ao5u5/49bM/9M8fyrndTdhq1mEzkqRwfeukvV2RpH/ceRPyNcprJk/tiyWI4fAIJ/3jUz+EqnpUTNksfX61TmG4knrVhm59qrTHtXCegZ9z/qn5yK7L4YcamP8ArlL/ADFcdNzGwA612PwyP/E0x6Ry/wAxXRR3OXEbHqw61xvxI1FYNCj09SfNu5R0P8CnJ/pXZV5f8R5vN8T2cA/5ZW4P4sxz/KtKsrRZnh481RCaBEAijHUDtXTGS2hiO+VMjGV789K5Gx1GOynjikDbCuS/p9PU+3WumuWWS0imRFc4yjYzlcZx/nvXDA9Cs+w+cRzQAqMq4yMjtWS2jRuzMkQLdsdjUlxqa29nA7b1C/KEYcn2Hr1qxo+ome6kt5YtsqdcHPPpxVuJkp20MyTRBCpml+Zh2xXVeBbM2ugNIww1xO0o+nGKpapIixmPOXYhFHueBXWWNr9hsLe14/cxqhI7kDGa2oR1MMRO8UjhvjZF5vwxvj18ueB//H8f1r5axivrj4oQLcfDPXlbotv5n4qQRXyS4+aulnIhlA4NLQRigYuN1IB270K2DUm3kEUAMU7Tg1MBkCmsob8KRDtOKQEvIopRzQaYhCTQOtGKTBBoGPyTQOKEOTzTivegQo5pcn0pqkin/WgBMn1wKeAB703jGacMZoGaGjW7XOtWECjLSXMaj8WFfZHQkehr5G8FqG8baGp730P/AKEK+uD1P1oEzl/iRaPffDrXYEXdJ9mLoB1LKwYfyr5v0TTZb9lKZzntX1pPBHdQPbzDMUg2uPUV876Jo0uh+KdQ0e6kRJredgAT95ScqR9QRWdba50Yb4rM3bTRDa2pklyxX2rF0mdZ9YmY4HzYAJ98V6hPYgaVICo+7Xluk2Ri1udiQQrngfWuPodyd9j0fSiAg3cH0raVxtOBWFYcIFFbUY+U96lMJKxY0eTy9YC54kQjH05rpq5PT/8AkOWvBxk/yrrK7MO/cOHEr3jyKU7YXYdQp/lU2i2+9Y5SMEMWLeox0qCfP2eTHXaf5VZsZGXT0kikCKiL1GQSfWnW2Job2EvZRdak6tzHANq/7x61g+IIhNBBbDHzEuwbpx0/WtFZFeSfzUjWTeS/mDODngD8O9Vr6I3VtG8BUyRE4BOcqevPt/Kpj0CSu20YtvaSpAzvjaoyAPT/ACK2/CV08FjbXHeOZm/Ddn+tUryJksJTbYAMbKQRyMAEj25Jqx4ewdGiYdHZmH+fwrSnuTUVkkj2mNxLArLyCARU8MZHWsPwvei50mNSfnhPlt/T9K6FGyR9a2Mj5k+IVyZfFmsSdjcuB+Bx/StbwV8Trfw14Yh006dNdXEcjkHeETaWyOeT39K5nxjMJ9b1GT+/cyH/AMeNYNou0ZrqcU7JkXPVtT+LXiC9izaeRYIR/wAs03t/3039BXn2r6nd6nfPeX9w9xcPgNI/U46UqnEC+/rVC4OZKrlUdkK5ahHyDjrXs/wac/2LqqYOBcoR+Kf/AFq8u8LeH7vxJqsOn2YPzfNJIRlYk7sf88mvo7SdHs9B0qHTrGPZDEOp6u3dj6k1nWkrcpUUed/GiymufDdncRRO621yWlKjOxSpGT7ZxXhHU19c3IVkZWUFSCCCMgj0NeM+Nfhi0TS6n4fhLR8tLZKMlfUx+o/2fy9KzhO2jG0eXp1NTQ9T9aiSORmwsbk+ymrkNnc8/wCjTfXyz/hW6ZJHJ901nv1NaksEqA7opBj1U1Dpmnvqes2tiqtmeZUPHQZ5P5ZqZsaPdNFVhpFgGGGFtHkH/dFa0SbrtT6KarxIFIVRhRwB7VoWkf73cR2rjNTjtX+TUbiP0mY/mBXPXcWdVhmOMLCRg+ua6PXhjXboe4P6CsDUvlWKUdm2n6Gpn8DKp/xEKz4HWoJOULdqRSZDxzS3OEhCjrXCeiUpAMV2Pwz41X/tnL/MVxrDC812nw3G3VE94ZT+oroo7nJiNj1KvIvHkpi8YzSSMAFhUjPpg166DXjHxV3QeM7eRXxvtUJXsRuINaVleJGGlyzLmiS2t7bkedFI7jJAYEg9uK6aOyit9NaKIbVJ3EAnr3+n0rlbSxs7hQzQxE8YbaAfzHIrfYXNtbgQ3am3xhvO+Zl+h7j61wx30PQqXW4luhS+a2uTE0MimWHJJcMPTPoKhvIo9NQQxnY8hPlyKuWf8u9WJiGizbsjSwMH5GCRjp9eMYqxLIt1p0rAEssZkj2tgkYyQD2z0rRMwa0MLT71x4lsra6ZWkW4TOTk9RwfQ89K9Z7815N4UtptS8VWTSFVihUziGMYVAMfiee55r1mumkrI5K7uzkfilL5fw0109jBt/NgK+Sm+8R719T/ABkn8n4XaqO7tCn5uP8ACvlc9c+vNasyQg604jIpFpwpDI6cjHOD0oYYNJjvTAnHvQVyOKZG2c5qYdOtIBE6Ypeab0apAKYhADQRn60nQ804UDGDhvapxyMioyPanKe1AgYZpO1PIpu3NAwzTwehFNwopVPbtQB1HgCMy/EDQFx/y+ofy5r6x618q/DMBviVoIPI+0E/+ONX1UOlCEwxXgHxlint/H9rcRkoZbaMo44yQSCP5V9Adq8t+N2ive+HLPVoV/eafMTIw/uNgfzxSkrocHaRyNl46vvsD2dw4LsOGx6VNoxDfOSNzHJNcHp2ZrxS5xubFd/pUewoFGQDXDNWPWpanXafxgtye1bcX+rJ71j2OTznjoK2C2yM+1RHYJ6sfpfza9D6hWb9K6quO0SbPiGNf70bc12NdeG+A4MV8Z5FcsEtpWPQKf5UWcijRAgOAXO0HoaS8XdZzL6qRVK0lhaEQuNwB2gfhj+Y/Wqq7pDw+ibKs8k88qCFd7sCrAdiO5/DFaitHFAgMTKhG4kAHPGOOaxppP7PvleIk7W+ZGPT8fQ1Y+3rICqybFYZRQQcHuM9vpWe9i2kmxdQkRY2cNiQZV16bvfHr0q9YQC20+3hH8KDpWTd7pYWZ23HZn7uCMVtwHNvEfVFP6VtTsY1k9LnU+D3Imuo19Fb9SK7aEnIJ7c1xngdM6lcsRwIcf8AjwruuAPStTA+X/Hnh6/0PWZ0uoHWCWRmgmxlJFJyMH19R1rD0zS73UHEdnaT3L+kMZf+VfVV5b298jw3UMU0LcGORQyn8DU1rFFboI7eNIox0SNQo/IVt7ViseIaX8KvEWoW6tOkOnp/08MSx/4Cuf1rST4KR+aBd6659obcD+Zr2gjis2U5uBz3qXVkwsij4W8K6f4V002tiHdpDulnkxvkPbOOw7CtiU8Gnr0H0qGc/KazbuMoztw1QL681JN94ioxwBQMSEBZflAXPpxWnHkcZP51lxf69frWrGORQIJ+Y2ya5q/Rd5KqB+FdJNypFc7qHDt+VDGjPQfNWnbLxWcg+atS2Hy9KkZw/iEY164+i/yrD1BN9lIPTBH4Gt3xJx4glHqg/pWLdDNrKP8AZND2Y1pJEdrEBGD3qvcLvkyegq5ACYxz1AqC5GGOcfhXnnpmZcHGea7f4ers1aJf+nZ/6VxE4y2B3PSu88DDb4gC+lu4/lXTRW5x4h7I9JFeK/GQ48UWLL1W0Uf+PGvaa8Y+L8YfxLaeptF/ma0qbGVL4iGx1m3sYo1nDs7IGVVXO4fyFdfo9xb6xYhzGqckFMhip7Zx+dedaNc6feGCK+gWQhcK79BXomjw21qoFskcUbYPydDXFZJnpNuSv0J7+2uvNSdLiEFCN2Y/vgdc+9UJrk2kSThBsgkwwXoY3PIGPTmt26VWjJDjJ9T3rnrn92ZITEw3nqCNvPWrMTovBWnJbz6ndIwZWkEcRwRhMZx/KuvrmPBU3m6bc5GCJFz7/KR/ICunrrp/CjhqfEzzn44tj4ZXA/vXcA/UmvmADKg19P8AxxAPwyuPa7gP6mvmFfu496pkoKf2FMFSfwUhiOuaYnXB6GpM84NMK0AKylTkdKlRsjmmKc8GlAxQBIQKFODzSqeOlBpgBGaOaXtSD3NAC59RQCBzRxScUASg5FIRSKcd6f2oEMwO9KMUpGaBQB2HwxBb4k6Djp57f+gNX1SOlfLPwrlji+JWimTo0rID7lGAr6moQMKyvE1pFfeFdVtZ13RvayZB9QCQfzFatZviIZ8MasM4/wBDl59PlNMFufMVhGFcMAeDxXoOkqRsfqp5HPrXCaZhpBzXcaM+YliA+ZOfwrz6m569HY7GzxjOePpVx2+QjrWfp5BByetX5PudeevTpWa2HLci0p/L8Q2x65YqfxFd1Xnto5XW7V+o81efxr0KurCv3Wjixi95M8iuiVtJSOoQmqdjBIkEkxODkFCOe/6VfkXdG6+qkfpWdY3Kvp5LA7kIUg1pWvdWJw9rO5l31nvnZ3LAbSQB1Jzj8qgEDW0XnE4YnavO7+f/ANard+WdlVHAZgysecZz/L/Gq9ndtaXZLIWDD5sjnPqKi7NLJk814klq7H/WsuCPeugjXbGi+igfpXM3Lxz6jC1vkLLIqEEY5711HetaatqYVpN2TOz8ExbLa6uCPvMEH4DP9a6l33L7Vk+E4BFoELEf60s5/PH9K1HTBx2NamBXZgDUtvuYjjik8nnirUSBRTAJDhTWXuDXJ56VdvJMIQOKo26/PntmkBor0qrcsAmferI+7VC7f5DQBWchpWNNGAppDyPrS9OKAGxH9+v1rWTpmshDiWteMfIPpQAySue1D/WkV0EvWufv+ZmoY0U1HzVqW33azgORWnbA+Xn2pDZwfiY/8VDj1Q/+y1j3H/HvJ/umtjxOv/E9D+zL+grHnGYJB/sml0DqhYnEdurcdOM1Qmm3E+tWApe2UdOOKolTls847156PUZEo8y4jH+0K7vwR/yMX/bB/wClcTbLm4Q+mTXaeCD/AMVF/wBsH/pXZR+E4K7949Jrxv4ybk16xdVPzWeAffca9jFeR/GQJHf6VNIpKmF147EN/wDXpz2JpfEcHpkWYYiORkqf0rqdNvJYoYAWlVWyxGTgEEjJrB8MXMMVwYpPlVmyjt0HGOfSunRw0pKkkcIDjGQRyfpXJK9zvivdNhNYkihjOWnjDH7vtVK71ePUYnlgWWMpw3H3T7+1NixGgt1AyvAGeR6ZpqwGOOS5WJo4yjKUHf5eR+dU7GWtzrvhvPJJZ6ksjZZZl6Djoa7euM+Hdp5OmXU2MGR0H5Dmuzrqhscc17x578a13/DC+/2Z4G/8fxXy6nQ19X/FqDz/AIY6yoGSqJJ/3y4NfKGMSEVTJFFSL0xUfenA0hj3GOaZnjBqTqM1EfpQA5epp+eKjWnjigCQUopo+tKKYC4pR1ozQDQApxTGyD0xT6Q80ANU81KDUJ4NPRuetAEnSikK45FAPWgRreHr46br+n32SPs9zFJn2DDP6V9ideR0PI+lfE8m7yGx1wa+xfDmox6t4c069jcOJLePJBz820Z/WgGadUtXQSaLfoejW0o/8dNXaiuY/OtZouzxsv5gimI+ULCYxuM8V3WjPh4pCcqThvcdK4CBcMyHqDxXY6FIdiqck5rgqo9ei7o9CsQVXG059TV7kIScjmqGnSSSR7mrVZcpx0PaslsVLczAAt5AfSUE5+teiDpXn1wuZ4h0bcMD8a9BA4H0rpwvU48Z0PKKwkZEmZUjcA5Bk/vN0x9K3aysCHVEfHBZgfr/APqNb1Fsc1OVrmbqG0ZUsHDNt45+v51XkcBI2BZJsYYLXRa5DG81s5jXa6lScAfNWDeaYscEsyl90ZB65GO9Y72OmM+VvQTTRJNq8AcfcJbp0wDXVVh6NABePICDtT+ddVo9t9r1SCMjKBt7fQc10w2OWo7u56RpcBttIs4SMFIlB+uKssAV5pR/qVPsDS9aoghQ5OKn6CkCgHIFNlbatAFC8fc+KIR3qMgyzVaChQB+dMBzttQ1lXbjGCe/Sr9xKFiPOPpWRI4eX2FAD84UD1FKDxnHWjk7fpSsMJQBEHPmAVtxf6ofSsJP9YtbsP8Aq/woAgmrAu+Zm+tb0/SsK5/1xpMaIAPmFakAPlelZqD5hWtEuIRSA8/8SjOoM3/TbH/jlYkn+rYexrc8RDdcSMO1x/7Lj+tYbe9S3ZNlJXkkKyMtsAOw71nY2xNnv6VqycxY9azZgAdo9a4EemxtomHz7Guu8Ef8jF/2wf8ApXLw45I6YrqPBH/Ixf8AbB/6V20vgPOrfGekV5v8X7PzNKsLvHEUjI2fQ4P9K9Irj/idD53ge4OOY5o2+gzg/wA6cloKn8SPEbVwjTKV+VhuQGu7tWFxb2jjIkKKcbeAB3rhrGHz2kbGRECWJ7+leiaJMbnQI3QAyw4Rgwx7AA/ka5JHers0IBFOjGVAzEZHY/hVK6lEsCQQOWeQ/MxPCqD/AFq4sLJAZdoSRPmcevI/xrNbzLi+tbWEYd5BuI+vyj8Sf0o3JvZHpXhq2FrocA/v5f8Ap/SteobWAWtrFb5z5SBM+uByfzqWuyOiOCTu7nO/ECITfDzxApxgWMrfkM18gP8Af3evNfVPxe1FtO+G2pbDhrlkth9GPzfoDXy1KueabERrgn60o4ODTQcU914DCkMcvAHekYCheUOe1BoAKcOaYDThQA8U/imjkZoFADqOlHNJ+VMCQc0HpTATmpAQaAI2FMDYqYrnvUbJigRIr5GDSlTniq24qasRybsDigZKPuAelfQvwK1D7R4MurEsSbO7bGT/AAuNw/UGvnsivYvgBdbNQ12yJ/1kMUw+qlgf5igTPc6BwQaKKYj5m8WaM/h3xld2bf6suZIz6q3I/nitPRZVCgjqetdZ8adFd4LHW4l4hzbzH6kFD/MVwvh+TfPGO316Vx1o2Z6WFldHo+mSkcODlh0rbYDy1Ax05rn7ROMrkZxj2rf52gtycciudbHRNalZV36paxjnMqnB+td4OlcRpw3+ILRcdGJz7Yrt66sNs2cGK3SPKKp/YmudQdPuowDq/wDdccdO9W6WJtlyp9RW9XSN0Y0UnOzJLvTTNpnkTyjeDuV1H3T2rDjsriLzVuZEZHBXauefeuqnXfEpIHrWJP8AM1cnM9js5FuVdItXtopRJgndgEdwK9D8N6alrYG8lH72YYUei/8A164i2yYxkDJJ/nXp1pD/AKBboP7ua7Y7I4Jbs2B90D2pgPFBJ2gd8Uz0FUSTDpVS5k6gVYkcRx1QJ3HJFNALCMMWpXfHU0oIFVLmdVbBDE0AR3cuY6pp8z8DjPWnTyjAwCKfbAswPBGfSgCdVxyRUcpx9asuSB1FVXZi54FAEUf+tFbkHMf4ViL9/Nbdt/q/woArXJ4NYVxzMfrW7dHrzWFJkyE9qTGhsQy341rDiD8Ky7flhWm3Fsx9BSA831e482+aBOXeVzj2yB/So1sgq4xuc/pVvT7ZJoXv2GZJ3YhvRdxwKb9oWR5Y0PEZ2sfU1yVJN6I76dNR1e5k3MsK/wCjR/PJ/EV7VnyhFYK3U9614oY1uJuB65rOukDON2DWS3NW9BIkCJgetdN4IP8AxUX/AGwf+lc2OFAro/A//Ixf9sH/AKV3xVoo8ybvJs9JBrn/ABzCJ/BOrqe1uX/Ig1v1n6/GsvhvVUYZDWcvH/ASf6UnsEdzwTR7diT5fLIw3qOS4rrbVWtJ45IiyRMcFW4H4iuX0PbdXiqwKI64IUkcjpkiuuNoLb9yqKI3HmKSc7SO39a4r+9Y9Nr3bouanq8EKmCQFTLgPKv3VXu39at+DrA3OvvOziaO3w2/GA3Hyn+tU7uyh1TSUZY0JKNHID/CR79vWuu8F2iW2lSyIQwkk2hx3CgD/GtKavI56rajqdLS00U6us4zyX4/X3leFdMsgRme8Lkeyr/ia+f8bo69c/aDuWbXdGtc/Ktq0uM9y5H9K8lj6YpMEVSMNipk+ZCp7U2ZcHIoTPBpDBBhivtSkdqcy4bdR2oAjI5oB5qQikxQAittPsalHNQ1IjY4oAfikx+VPx6UYoAYaTdg9akxTSme1ACiQcA0/gjrUJUgdKQMy0wJHizUWCjDrUiy9jxT9yt6UAPikEg68jtXrHwGH/FWajjp9h5/77FeShdrBl/H3r1z4CT2sfiHVPOnijnlt0SCNnAaT5iW2jvgAdKBM9+opKWmIxfFui/8JD4YvtMU4klTMZx0dTlf5V866PM1rqHlSfKVcqfYg4r6k78V82eLtPGj/EDUbZRiMzeag6YDjd/U1jXjdXOrDStKx3GnTsyId3VuOcg10cjt9n3HBP1rk9Gk82FFUdO1dV5Z+yEBsd8GuFHozH6FlvEUA5+VWP6V29cT4aUnWwx/uNXa12YZe4edi/4h5TTCP3iH0NOpVGZEH+1W1RXizCk7TRoSMGs89eMYrHmwrDHatlA3kMuDwayLpNrH64rhW56L2H2y/wCqUDqR/OvUrMbYIB6JXmunqGv7ZD0Mij9a9QWLy0GW+Ud/SvRR5jdxhkd32r2qeMMoLPwBRGIokyDnPeoZpg/AOBTEMll8xj6UxPmbmjaSDhic1Ki7Vyc0ARtgZFZtwQJTnqav55JxWbcN+96fjQAxl3EdavQJtA4qrGobHDGrifLjGR26UAMuGAxnFVQwxmnXLc4pkYLLQAoOGFbVt/q6xW++K2bU5hz7UAVrzoawXPzfWt69/wBWe9YErYbOOlIaH2nJ+lXL+QxaLdSD7yxnH1xVW16Z9ferV4M6XOMZyox+dJ7DirtI4WRxpekRW6nLxRBT9e9c/oN4buCeQHcJZnYH2zj+lamvK5kaM4Gccj34rN0Ow/stfsVwNjRO0ZH4nFcbWlz03bYtZKxzSnpnaKo3J+Vj6Y/lV+/dGlSCHBBbAx3rOuyC7oDn5z+lJLUmT0FX7i/Suk8D/wDIxf8AbB/6VzfQAV0ngf8A5GL/ALYP/Su3oea9z0mq2pKG0q9U9DbyD/xw1YFUdcm+z6BqMuM7LaQ/+OkVL2HHVo8FsbVIlKSb1VgMsDyD2IruvDjLJpAtpWbzkLLmUEEg5Ixntiuf0WzuLy9WO2j8yUgFVrubPRzFrcFjfKgutuQeqjI9a4knJ6HpzcYLcwAtzam7t43L+aoHkbeckgbgfpwRXpulWQ07Sra0AA8qMA49ep/nXPXuhi08Y6UryKwkBcADH3DuxXW5zzXVTjbVnDVmpaIWlpopa1MT55+PRL+NbFP7umqR+Mj15ahwcV6b8d2H/Cf2oBGRp0YIHb53NeY55pAh7jIqJQRxU3UU3GOaQxcnApvSlz70cUAJQRS0Yz3pAMprZqTGKaVzQAJMQoBqQSiottLt96YEvmCnCQVEE9TS7aYEgYduaODTcGjp3xQA7YD1FJtHajJ9aM0CAEj1rR0bVJ9J1S31G2Kie1kE0eRxketZ3anQ48zB6YOaBn2dpN62paNZXzwmF7mBJTHnO0sM4q5XDfCvxPDr/hC1tmkH26wQQToTyQPusPYjH45ruaaJDNeP/GXRCl9p+uxL/rMW0x9xyp/mK9grifiskTeArppJERkmiZNx5Y7hwPU4zSmrxLpu0kzjvCpaWEMwHtXX3HFrtBx7gVzWh2X9m20CSMGLqH49K7+LQpZbZJDLGFK5OMmuD2cn0PTlWgrXZkeHv3esxYHDKy/pXa1yXhu2ur0nUVjNuinEUc8e1m6g55PHp9a6uNxIgYDHqD1BrqoQcY6nBiJqc7o8qpU/1i/WkoX7w+tay+FmUHaSNpF/cEgdayr1AYXI6jkVqI5WIjHPpWaI5JmcMPlORXAtz0XsWdMtQ7+eW/1ZBUD17fyNekbswqzHIxmuB0hCun3G7hvOC/kn/wBeu406UXelQSE/eQZ+or0EzzWrDXmiBwrcnqMVH5q5+9UssQjXav1NVTbl2yPxqxFhZRj71PLqy8NmqjW5zjmpUjCRnk5oAazYB5xWZKf3hPf1NXn5bk1ScDzTzk0gJo87OOg71KH2p15qJQNvTP1pWcgcYpgQTv8APjrj+dKhYRknOTSFdzjPSns3GBnmkAwbmk6VuWwxCB7VkQx5YVsRcJQBVu/9UxrnJsk49TXR3pxC1YWzc4NICaFNoAq+IhNbPGxI3DGR2qCNBxjpV1Fwo5oHc4TVdAuLq/th5/mf6QjHC7c4YHBrD8bTiw8S365CIhVsngAFBz/OvVobNRP5xHC81wPxE8Pw6vZHUi7A20oMqr/y0jPGD9Dg/iaznBcuhtTqvnuzzq01B5rlbr5hDGCRu7mrkEr3Em5lwCc/QVUCCadYI1AjTsOn+RWqiLGm1fxPrWcIXdzWrU5VYca6LwOf+Ki/7YP/AErnDXReBv8AkY/+2D/0roOM9LqtqNt9t0u7tSQPOgePJ7ZGKsA0tSUnZnjujT3Ph7xG42RvNCDCwbJXPrxiuzLPqV0uoTTyfacDBjO0L7Vx1zKk3iO+ZTmNp32nHOM8V09lgRA5OMV57m4uyPV9nGSUmtTY+a41Gwup5nZ7WXcGLZ+UjDA/XNdKMY46VysJPlgP1NbOm3RIFvIeQPkJ7j0ropVL6M5K9LS6NKiiq9/cC0066uWYKIYHkyegwpP866DkPlf4j6m2rfEPWZ2bcq3BhjOcgKgCgfpXKk80skzXEzTSsTJISzMe5PNJ9aQx6sOlOJpmKUcUgFx7U0rS55pM0AJt96TGO5p2RRketMCPHvRkg9akoIBoAQHil57Yo20u2gBPn9RRl+9Oxx1o5+tACAtTs0nNFADuo4oHWmg8U7nFMQdKfHwwpoPrTl4NAHoPwh1ptJ8f2sBBMWog2j89CeVP5j9a+ma+M9P1C60q/t9Qs2Vbm2kEsTEZAYdK+uPDetweIvDtjq0DArcRKzAfwvjDD8GyKaBmpXnnxiikn8KWsMSM7vdrtVRkk4r0P6V5z4j1UazrqwROGtLBztI/jl6MfoOn51FSajE0o03OVijaXHmWtpGtpdGRIwrZTbg59Sa7NfF1hp9rDHfQ3VvERsa4kQeWhx3IJI9OlYVqqMI3GOtXnjBQBhnPXIzXLGtJHXLDxLfhfW11DTZEge2k+zBCDA+9WQk5wfXj8K6NQNzMCNrHcB6cV5xYwXul+KYm0s20ENypR0kRvLDdvu9M889j9a9EgSRY8zFDK3LGMEL+Ga6qc+ZXOSrT5JWPLadGu6VV9SKaansl3XK+1VJ2i2RBXkkbYj4B74zTFVFduMCriLwD7VTvH8snFcNj0BLW4WOcwH7jEkHHcjH9K3/C96GjazY8gblH8x/WuLuZGxvU4PXPpWlaXflz297AcEkMQP1FdVGV1Y5a8bO538ke5s1H5WO1SQzpcwJKh+Vhn6U/FbnOVip7GmsAF96sFMnnFRy7FUsT0oAy5yFbA/SqpOH+6fzqSWTzJs9qjH3s96YDw+B0OaTcNpOKXPckH6VG7hIzyM9+aAFz+VKoyaiXdJtABOasqrbsDHFICaBfmrSj+71qhCpzyfyq5GRQBXvj+5astEyM4xWpff6sissTEYUCkBbjJwOxq2gZiBVeFTtGK0LePBDHrQAy+cQWZUdTXOTqk1jcJKAySLsIPoTWnrlxhhHnn0rFllHlBD0zk/SgDynTYmiilEiMsqSvG24Y+6xHHtxVvNZuj6lJqiXly5yDdylD/sk5H860TSSshttu7A10fgY/8VH/ANsH/pXNmui8D/8AIx/9sH/pTEel0y4ZktZnX7yxuRn12mnCquqyGPR76QdVtpCP++TUPYqO547pzFpwzcsQCSe5rsrE71UHgYzXF6Su68VOxOBiu9tbZgiqucDrXnuN2e1pyk3mKmCTgCrSS42sjfMPmGPauX1vUxZ6xBp77lF1BIFJHAcYxV7R55TD5TrlkON3qKpaEON4nfwSia3jlxjeobHpmvOvjX4gOkeCvsERHn6nJ5B9owMsfz2iu+07P9nQZOSF/qa+evjnrUWo+MoLKCTdHYW/lsAeBIWJb8eAK7lqjyJKzZ5iSc809ScZHI9Kjzk0oHOc4oAmBB9qXB9qbzjqDSZI/hP4UAP2nvSYNN8z1yPrTvNB7g/jQAc96Q4zyKcHHpShh6UANFOGMUvGOlHGOBQADpRjHaj8KPyoATOOlGTS5HtQWHqKAEo59KC4H8QpPMz6n8KYDsUfj+VM6nO0/jT1GfQfrQAfLjjP409AM9s0gjB6uf5U8Js6GgBxBKYz16Yr1H4LeNX0zWh4bu5GazvX/wBHz0imP9G/nXlue1OsLp7PVrS6jbDwzJICOxDA0AfXfi3VZNE8LXt7D/r1URxf77nAP4Zz+Fec2I+z2kW777rkk11fxNufs+gWhZCbdrxPMPpwdv61yrGG80WaeCTMnl5THsea5q+rSO7BpKLZuaft+9nr29K2emK8v8MeIJJgsbsSRIVU9ycmvR7K4E0GHPI71ilY6JdyK4yriQHDA5B9K7WGQTQRyKchlBrjLlckA9a6TQpfM0tFJJKMVP51vQerRy4pXimedZq3p4zOT2AqnV/TmjSOfcwDYGK3qfCzmor30b4YIhPYVyOs6yiXUcIcbnbFbWoalFHAVV1Jx2NedXkMmpa1HNbMpS1bzZQSeRzwPc81ypX0O3bVnWXd3bxxtGTk4PStG0jb+zoTyARx9a566hXyopFHLA81p+BNZTWdFGn3TgXEXEchP3h2B/xrWiY4hbHa6FfNEnlOcqf0rfe42rkZP0rmLaB7ZwGGDmt2JiijP3D+ldJxjmvc8Beao3tyQuPX3q7JHnp+lZ89u8kgAUgeuKYFEOSeKEieWQ5yRWr9mjihA28+tII40AwOp60AVnjKIx4UdBg81AFjEZPBIHc1anZSrAZ6cUxIogm3lfUkZoAdAgC7iCT2FWEU/wC6DQmzHyE4+lSqB6k0gHRjC5z+lSxnmoi+OKdE2T0oAbefcJxnArLtoXeQsQQK1J2ByKhiYDigCzDHwKnnnS2hLE9qiEywxb2YDisSa7k1GZljDGJepHSgCndztNK8znjNc54q1QaX4X1G7z+8EJVP95vlH866C9IBWM4GO3v715H8TvEkTgaBayB2VxJdMDwpH3U+vc/hSYFTwkAugpjvI9bZNc94Octo8inosxx+QroDQAhNdJ4G/wCRj/7YP/SuarpPA3/Ix/8Abu/9KAPSqzPEs3keGtRfGf3DL+fFadV9QtF1DTbqzbpNEyfiRx+tQ9i4u0lc8b0aYLfxdMDOa9FtJGNoWQrn3ryvZJY35ikBVlcgjvkda9D0RjLbfKc5XPWuLZnsPWOgaj4MuPEcMGoT3xhlt1eS2hhXILgEAsx5xx0FZ/h+dmiUyOA2Pm579K9C0Vj/AGdaiTAKDawz0w3+FeeWcJs7u5jLBRHO6OOnIY/0IrSpFKKaMKE3KUoyPQ9JlEmnRnpsJDZ7YOa+QvEd6NT8T6rfqcrc3csq9+CxIr6itbn7N4S1y5VhmCCaUexEZr5JH3BXRD4UcFVWm0GaXmk60oqiCYUtN7UvSkAuM0nlqeoFLRzQAnlL6kfjR5aj+JvzpN1GaYC7FA+8350oRfVvzpKKAHhUI6frS+WmDx+tR54pwfHFAD/LTH3RSeUntRnNIQc0CHBVHpS5UVEQfSjt0oAk3rSeYvpTOPT8qNw6bT+VADvOT0P5UC4QHrj60BgeMfnSMAeqigB7TqV4IqAykPuHao3XacimgnPNAH1frV3B45+E8moWAJEkKXCr3V42+Zf0IrlfC1qp0gvnIKFsfXtUvwPvTeeANX05jkWszbQfSRCf5g1D4QuFNgIVYlwpG0xk889xWFZbM7cI9GjAsPDWraZpsWuPFGdOeViGWQbxlyOVPvXeaXdfKr7TtPBGa8nfVtVfxAuhS307afFOZI7cnKoxHb25PtXpllBJHbxnefoaynZPQ6qd2nc2luI5Jm56Ct/w42YLkD7okGD+FcNHMd7nkBTjOOteiaJZmx0uGJ/9Yw3ufUnn+WKuitbmGKaUbHm1GORziikzXU1dWPPTad0UroN5rJjk/dz0qjAq2Fw8jviN4yHx29Dj8607uJpo8o2JAM/iKxr28tIoS8vJKlSueVNcusWehG0467Gnq91JHDCsMZKqoOcZB4rzXR/FB8O+J7uKXcLM3DEFfvRZPUDuPavSNN1DTb/w+rTSRGWFBGySPyoHAPXuMc1574k1ywm06axS1WVyx8uXaMrz1z1q4aMmuk1e+x7/AOH9Th1aximhnjniPIZDuB/GunUrs6ZXHI718b6JrOraFeC40u+ntZAefLbhvqOh/EV7B4f+NUoiEHiDTzISMfabTAP4oePyP4V0JnAewG42SEBW29sipVm3/wAP6Vy2nfEDwxqMY8jXIYWxzHckxN/49xWqviHSvL8wa3YFT1b7Wn+NMC/MryMAEJA56VF5Fwz/AOrwPrisWbxv4at2Kz+I9PQjqPtKn+VUpPif4Jtz8+v2zn/pmHf+QoA6k2Uu05ZAT1ywqVNP5zJKn0BriJPjJ4GTgahK/wDuWrn+lQP8b/Bi9Jb9/dbQj+ZouB6F5CqMeYgP1qRYFVcmRa8z/wCF7+D1OBDqRHr9nH/xVK3x58IngQ6of+3df/iqVwPSGiUniVM0LEd+BJGa80Hx18KE82+pj/tgv/xVTRfHPwgTzFqSe/2cH/2ai4Hoz2wz1U/jVSWIIf8AWIv1YVwcvxo8IvnadRP/AG6//XrPufi94c4aO21KQf8AXFV/m1MDvbuaJlZGmLDHRB/Wqs120FksUAEYxlsc/iTXlOo/F/IK6XouCf8AlpdTZ/8AHV/xrhdb8Wa9ryNHfag/kE/6iL93H+Q6/jmlcDuPGHxFgs45bDRZxNeNlXul5SL12n+JvfoPevKN7MxZmLMxySTkk+tM2Y7U8ACpA7jwaf8AiW3HtN/QV0Wa5rwW2bC6X0lH6iulNUAV0fgb/kY/+2D/ANK5smuj8Cn/AIqP/t3k/pQB6XTqaOlLUjPJvH+lGx12S7HMd03n8fwt0I/rS+FtWEMghYjC8D6Gu98V6JNrukiC2eNZ1cMBIcBh3Ge31ryC4tr7SNSeC5geGWNsA4/yCPeuWpCzPSw9VSjZntOjXCP58W4ZLb1HqMcmszU7T+ytYl1Q20txZ3LI8vlLuMUg43bepBGOnTFczoGvjCRzShJl+aNj6/4V3dvrsDFVuP3LHo/VD+Pb8aqElJWZFWEoS546pmL4nug3gDxPfRKyxTWEoTepVj8pBOD0618pNwcV9YfEa7jX4ca5KrCRJLVkBBz14r5Qc5Y1utDik23qNp2M02lBpiJsUUgJIpe1IA4pQM59qTPtRnHHGKYC45IxyM0hBAzQGI9KTJxikArZBGPTNLGCyvxk44pp5GKUErnHcYoAAhIJ3fxbaToh9c0bjgjj7278aTkg8dTmgBxwoXk8jPSl37ZAoPfFMIYjB7Uu1i27Az9KYD/N+8cgYNO3HODjrioCrnPA5OacNwHK98nFAhxmGeBS+bUByDyCPwpRgjluKBkpf1NHncYAzTAU/hUk+tLnJxtoENckjkYqPGae/wBfwqPvQM+i/wBny0jXwtq0+cvPeLG49Aqcf+hGofDGjzWcTXu9PLV3LqRggbiMg96sfs+f8irqgH3hfL/6BxWJ4l1XzdYvtL0mWW10lZHjl3n5nbPzhe4XOetZ1Umjpwrak0jmNAK6l4mvb1lIUt+6b1wef5V6VBPwqg5FcVpWlvLMlvpsLO5wqogzz612Nh4W8RLN5D2LhW/5aO6hQfrnNc7i5O6O1zjBWbN/w/Yi/wBUD7c28HzvnoW7Cu5qlpWnR6Xp8dtHyRy7HqzHqau11U48qPNrVOeV+h8IUUUVZiFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVvwYNvDjP3F/lWBXQQlfskPHPlj+VACtwMYqB+tSsR2/WoiecUgGHJ4pMYFOzxSdqAOw8FH/Rr0f9NF/ka6gmuV8Ff6m89NyfyNdTTQCV0ngb/kY/8At3f+lc2a6TwL/wAjH/27v/SmB6ZS00cUtSMcKhvbK21G2NvdxLLEex7e4Papu1KDQCdtjg9W+HQfM2mXWCOVhm/o4/qKXTPDviKGBobhYQmMYMwOfpiu960tZunFm8cRUirHlnjqO/034faybuBYYZUjhC+YG3OTwRj2Br53Y819L/G1tvw4Yf39QgX9GP8ASvmg9atKysZym5u7Eooopkj0b3p+feogCTT+eMUAPyKTNJRz3oAXNGfakpfzoAM0UmaM8UAKDgn6UvmD2pvGfqKXCnrQAecKXzxQFTFLiP2oEJ9oHpR9oPZefrS/J2xQWSgBPOcj7lJvcn7qj8KUyAd6b5ntQMdknktgelMd8kYYkehpSSaTAxjGaAFJ3LkZNRd+KkHyqcde1RY5oA+g/wBnmbOka9BnlLiGTH1Vh/SvUrjw5o900jTabbu0jbmbZyT614n+z7eeVrur2e4AT2yPt9ShP+NfQFArtbFWx02y02Ix2VrFAp6+WoBP1NWu9FFMG7hRRRQI+EKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK3omP2eEDj5F/lRRQASfLz1zUeMgiiikAyjtRRQB2Pgwf6DdH1kH8q6Y0UU0A010ngX/kY/wDt3k/pRRTA9MHWlHWiipGLTh2oooAWnUUUAeY/HaQp4CtEHR9Sjz+COa+c260UUAhBSgZNFFAwPWl7UUUgDB9TS8+tFFACc+tLj3oopgFGaKKQAaTtRRQAmPegD3oopgOC89ad5Q9aKKAHLCtO8paKKADy19KU4XoBRRQAhbK9OtVyOTRRQB6X8Dpmj+I8EQ+7LazBvwXP9K+m6KKEJhRRRTEFFFFAH//Z", "path": "001012.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.
001013
Men Tshirts
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", "path": "001013.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.
001014
Men Tshirts
{ "bytes": 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n7rxbpn3VlLA8ZUZxSaYzzfxWiv4jlZhyCM/SvpjwdKZvBujOxyTZxDPrhQK+d/GESrqEFzHgi4hyD64//XXv/gBy/gPRGbr9kQflxXRT+E5Km50tFFFaGYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACV5x440Rbya5G0F7kKFJ7cf/AFq9HrA8SWZmhjnAJ2cHHb0NZ1FdGtGVpW7nJaDZLY6PbWmB8i4OPXvVfUvD0V8ZN8YkVxjBPT6Vo2744rQikGOlc97M6kr6HK2/huGyt4o4ofKWMHncSWJ7mtu5Y/2UY/VdtTXkuWVB3NV7tWWAelDd3ctLocreeHGuUUwT3EDB8lonxuHpWlpumTQOwd5GhwMCQ5I/Gt60UCEE9xRO6gHGKHLSxLjrc4PV9EfUfGO8AiNLdXY+/Sva9Gt2tdGs4JCS8cKqSevSuV0KyS+1As8YZByx9h2/Ou5roprqc1WSsoi0UUVoYHmnxegkntNECjMYvfm+vGP61yHiPS4PtEsq2Uk875fcspTGOwr1nxhYR3ugszjJt5FmX8D/AIGuW+zR3PEgBrnqNpnTSSaOF0yyvLJbS6827jWRhmFpgxUe4rsvEEck+mBIppImJ5MZwT+NPuLOKJVVFGS1OuCCFDYIFZN66HRGOh5zDp13BqSB7Ga6DsQWluCAOeprobLT4bqcgWhgkjbhkOQffNdZDZ27JuZAc1KYYoQdigU29BW1OE8f2oGhxyYyYpAc/XiqHgG1udIuV8QrAWdEKxg9MN1P5fzrrtYto7+2kt5RlX4rQ0zSvNVbGBvkkKgDsoHX9BTjJ2sieWLleWx6TC4lhjkAwHUNj6ipKYiCONUXooAFPrrOEKY6h0ZT0YYp9FAHjeiaLJpniPUvNX70YUn33HP8v1qTVtEmvWkCzzoCAE8p9u2ur1y1a112Sb/lnOoYfUdaZCVI5Gc1xv3X6HdH3te5zVvpLWs1tIrSZjwGZ2yXPqa2dUT7THGh/SprkBpkQfWorncrDjoOKTdzRLQ5o+Ele6iuMTHZ/CJCFb6itrT9KazjIkcsM5AJzitmBh5QNRTyjaacpXRNranEeJtCOqa1YTBNyJnzAO4HNd94S05LbUp5Yk2oIFTP9P0rIgVpbrKjOPbNd3pdobSyVXGJG+Zvr6VdNXfoZTlyxa7l+iiiuk5AooooASuF+IunvfxWaEnycSblPQ8DrXdVjeJbf7RpEhAyUOfw6H+dRUV0XSlaaZ474C0x7MagZFI3SBVJHUdc1uanZ3CMv2ZvLQn5mVckCrkA8pipAB4Bx7VpR7H+9XM27nXFdDz1NDu5/NkvZ4biXdiICADI9ziux0KIWmmmPaFKk9K0Z44kjLbRVNTiBmHGaG7u5cY6WOF1Tw+1zcXF1EsTzEllEoJDHPQ81PplpeKIYLiG2dWBDrFHgJ6fWussY1k3BlBGeatNDFHkooFHN7thcutzgPGOlNM2lW8CfMXaMAduhr174eW9xa+EYILht3luyx+y56fnmuSjtlvdTgUpuZW+TjoTxXqFlax2VnFbx/cjXaK2p3OerZKxZooorY5wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACmOiyIUdQykYIPen0UAef6lDFa6rPBECqK3Az04zSGUrESOtV/E0pg164k/h3AH8hUcNykkWQeorlnudkG7FK9Mt/wkm3aflaNuQarSHUp4ir3Lqqn+FME/U1pXFhBMfN2DdjqOKppZrKdoecY/wBs1B0K1tzQs77dGsZUg9OafMS7hF5JIFVo4IrQ/KDu6kkk1e0ALe+ILeLqEzI34cj9cU4K7MZysjttL02PTbURKdznl3xjJq/RRXWlY4W7hRRRTAhuYFubaSB/uyKVP4154oeCaSKQYeNirA+or0muA8QRfZtdnGOJQJB756/qDWNZaXNqMrSMLUtaS2u4gEaVejBBkj3qKXVnuGBgtSY+AWc7f0pLi3m87fF5ZQ/wuucfiKjt0mIKKkA55GSa50dyu1c6G2mTyVCsDxTZpCM81n21vLAQ0jrjPAVcYqWecYJJo3IbII0a4voolyS7YAHU132i6OLFfOlH71hgD+6P8a5TwgguvEPmEZWFGYfXp/WvRa6KUFuctWb+FC0UUVsYBRRRQBl61Ypd2LsQfMiBdCP5VyMUhEZ7kV3VzPDBAzTSIi4P3iBmvN4LldxQnDA1zVrXOii2Vbx7u4uleCdY3jOODnPsRTFju7gCS5mclTwq/KP/AK9XZLWG5O8orN0zjmq8FmjuVaI4B4JOayR1q1tzRtb7zMIQPQ4PSnXD5BxUWyO2wEUL9BVO6uzwqjk8CjczbOt8KWMbW8l267m8wqme2O9dTWL4Xj8rQLcHqxZj+ZrZrrgkkcU229RaKKKskKKKKACmsoZSrAEEYIPenUUAefeINM/s29V42BhlyVHdfaqsEnHOK1fHshQWZGeAxI/KudtbgSICGFctRJPQ66cna7JNQvgIWRCd/bjIzWTHrt0sPkS2RaYjHykbT7+1Xbq2kkPmQyFSONuARVBhcLN1gL44JUg1COmKci7pF8WhP2jYkpPKqelXbiX5c1kQWsxcyStGoPGFT/69Wppc7UU5bIVR6k8UlqyJSsdd4S0c4GpzYO7PlL+mT+tdhVawtRZWMFsP+WaBc+p71artirKxwSld3CiiimSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAlcDrHxX0TSLt4DBc3CoSGkiC7SR1xk81q+Ntej0bQpoklAvLlSkSjqB0LfgP1rxa10q21TUY/tJzHCC3l/3/QH2rro0E6UqtRaIzcm5qMT0e6uItcie/jR1juQJEVx8wBHGa5o3klhJ5cudueGrq7NMQIuBwMVR1PS47hT8vWvJb1ueglpYhstSSVQN3FW/tUKgshGRxXKyaVdWrE27nHp1qMQ6m8gXeQvfiloXqal7q2ZdiKWYnGBXVeBbdhqE0snL+V+WSK57S9GEI86T5pD/Eeajv8AxBdeHNRspbZ/vM3mRnpIoxkGtqMHUmoxMartBtnslFVrG8i1Cxgu4DmKZA6n2IqzWzVtGcwUUlMlkWGNpHOFUZJpN2ApajrNnpi5uHb6KM1554k1uDVr6O+sy/lRp5Z3jByCc/zre1u3fU9NuAp/esCyn3/zxXH6fYKulCLrkkknuSa8/wCsSqNroXQ953H2t8rnaSDk1ehjhjYycZ71zD281pcnaOnb1qT+0LlW+WI5PHWmpLqdibN27v4kJO7GKzJbs3Mgjh+Ynv2FVltLy+fLjYvt1NbNrpq28WQOaafYl3Z0/gS3Ec90/wDdjVc/Uk/0rtq878P6s1jqUlrHyXTzCpHBAOOvbrXoEEy3ECSp91hmumlNP3eqOWo/eZLRRRWxAlMlkEUTOeijNPrO1G6TyTEjbmbrjsKwr1VSpuTY4q7scT40u5xGi7sGQjn15xgVk30bw4mjH1ro/E9n9p0yGZVy0Mqk/wC6Tz/SqxgWW3wwzxXjYFuScm9Wd+nKkc/a6l8+05HqDWmuoR4IGAcZzWddaTiQlcg9iOKrro1xIwzI2PXNdym9mgsTXupOX2pyT0xU1lbSE+fPyx6D0qxY6RHCw3ct61ozRLHHkDpVK71ZLR02hahD9hgt2wGRQM57+/pW8K8y0y/H9swQK2S6FGX6HOf1r0SzkMlqhbqOD+FRgsVKpOVOe629DCtT5dS1RRRXpmAUUUUAIcVFLPFCAZJFTPTcQM052WNCzEKqjJJOAK8a8b6ide1SaO3mBiTEcTH7vufxOamUrIxq1VTS7s7Pxi0d1NbIjKwEbElTnqR/hXn5mbTboxuSIyeD2HtWtoenx6fZi3jJbByWPVj3NSarpa3UR45x6Vyyd3c9CEWopPcgtdRRz94HParLRRSN5hxu61x8lpeWEpZPmT0px1q5XBELkjtmloaJtHSX97BEmNwAAzUGgN/aXiKx7xidD9TnNYsEF1q848wbYx1ArqtJa00TUrSe4PlwQvlmAzjjGacbXIm9G2et0VFFLHPEssTq8bgMrKcgj1qWuw5AooooAKKKKACiiigAooooAKKKKACiiigAooooASiqWparZaVam4vZ0ijHTJ5b2A7159rXxSyrRaTblSePOmHP4L/jW1LD1KvwImU1Hc9DvtSs9Ng8+8uY4Y/V2xn6etcTrXxPtbcNHpcPnv8A89Zcqo/Dqf0rzK/1S81Gdpru4kmlP8Ttn8vSqRYmvVo5bCOtR3/IwlWb2Lmr61eavdve3cpklYY9AAOwHYVDp12ILqOfPAOG+lVsZBB7HFVVZreUg8oeorvlSi4cltHoZRbTv1PY9PlWWBXUgqRkEVdkiDp0rz/w1rv2Jxa3LYgb7jk/cPofavQYZBJGCDmvlMVhZUJ8r26Hr0qqqRujPaABjUX2YNIAB3rRlVc801FAORXLY1I3VY48V5/4qfzdRgH/ADzVj+eBXYatqltZIfNlAbHCDkn8K851PUhdXTSYwWOFX2r1Mvws3NVGtEcuJqpR5erPXfhzrcM+iRaZJIqz25wiluXU5PH0/wAK7gnC5zXg2keD9X1IxTTE2Vv97e/3z/ur1/E4r1GMzR2kNvJczTiNQu+Vss2O59TWGY1qFKbcJXb6Lp8zlpyfLZm7NqcMWQp8xvRen51lXN3Ndkq5AQchRUFKvDj34rxKuJnU02Q3JjI225U1lXNiIJzsXEbEkD09RWvLGQdw60jItxFtPWsac+WVx0qnJK5zNxpyyHdioI7GNG+ZBkVutGyMUccj9aryRDOa9CyeqPRTvqimF+YBVAqZwFjqRIsHNRXLbVNMCLRrfzNTuLkjiNBGPxOf6V3miyBrHbuBKuRj0rlraH7DpwU8SP8AO31NXLBJ02yqzRnse5rljiFSqOb2OFtyqNo6+qs19FHkKd7egrOlupZuHfj0HFQ1liM26Ul82bxpdyea7mmyCdq+gqqwyw+hqShRmUe4IrxqlWdR803c2SS2BUWWFonGQwwRWWbY2zmNug6H1Fa5jKnK02eIXER4w46Vpg8T7GeuzLMaS3V+cVCIwoIq/sI4IwRULJz0r6JWauhIgijwS1MujmMirW3ApIbJrqTb0TPJpVJxhFylsFjP8OaY32yXUJR8qgpHnuT1Ndhp19CsXlSNtO4kE9DzVKbZBAIo1AUDAAqIpsCj2rwqWNdOs6kVuKoudanTggjIPFLXOQXU1uf3bnb/AHTyKnvvEH2SwaZLKa4lH/LOPH559K93D5hSraPR+Zyzg4K5uZxXN6x400nSAyed9puBwIoeefc9BXnGt+LdT1VmjlmMMPTyIiVH/Au5/GudZiTnPOOtdzl2PLqY3pFHS61421PWUktmKW9u45ii7+xbqf0Fc+JACQTyeRVdjtGfQ5pzEgA4zg1D1OCdSU3eTOz0ScXFqpz8w4b61sFAVNcXod+Le7Clv3cnH0Pau0R9wxWTR9Hg6/taSfXqZlxZhj0yDVOTTIuvljNbsqgiofKywqbHWV7OzWCLOAKxfEUuyAKvVmArpJW2R4rjfEE4acLnhBk/WqS1ObF1FClJs9E+Guom60GW1d8tbSkKCeiHkfrmu37V82WepXFm6S208kMqsSrxtgiu+0L4n3Ee2HWIPOXp58IAb8V6H8MV0qR5lDExUVGR6r1paoabqtlq1uJ7G5jnj77Typ9COoP1q/VHamnqgooooGFFFFABRRRQAUUUUAFFFFACVy3iXxhbaMkltbFZr4cbM/LHnu3+FW/FPiKHw7pjTEhrmQFYYz3PqfYV4ZcXs11LNNLIXklcs7E8kmu/BYT2r5p7fmZVKnLoi1qerXep3TT3U7zSnux6ewHYVltnrT1I6mlIzXuxioKyOYhFOAp23FGBTAjwA2c9eKSSISJ709lyMdD2NIDL2RB9TTTENi3BdpGQK0tM8R32mzqLaYvCG+eN+Ux3A9D9Ky2gaQESSEr3VeB+PrQQsS428D07VE6cai5Zq6Ki3F3R61pGqQ61ZfaY0KYYqVJzgiuA8W+MbmeW406xLQQo+zzo2IdiOvPYUaHrQ0+z1BVJXzIt6g+o4/qK5AqJnLnPJPX+deVQwEIVp3Wi2OudduC79SxoEuo6zetpiRtPedVbpuX1Y9sdzXr/AId8GWOiqk84W6v+pldflQ/7APT69axvh1oC2EEmryx4nul2R57RA/1P8q78DJrxs0zGpzOhB+6tPUxUVuIQTQBinA5pcV4BYzvQRkfypxFJQBIPnUdMEVG6rGpZ3Cr6k4pu054dx7BuKaYImcOyBmHQtyRQTyleS6S7AS3jMpB/1h+RfwJHNMeAqcMMVoAYB4zVeUM8bkDO08cYrahVcXZ7G1Go4vlexV8sCsy9kuY4ZZbPyTPERtEyFlPfGBWoGJ+pogthPN0+T6fe9zXRianLGy3Z0V5WXKt2Jok0uq2MN/d2xgds4iJyODjcPY9s1sYzSqqhQijAA4A9KcB2rwa1RzdiqcFBDMUYxS9gaVhxXMaDaUHDA+hzRijGaALWAaYFwTUQkcY+c/kKa4Mgw7MR6ZxRYBZUjc4z8/oOtVntmUZI49atQKE+VVAHtUk6kwSBcbiMDPrXXhsZUovl6DM4RoOWGR1xnGauRSwtBmHBQcYHY+h96i4xgDIHGagazHnGeKRopT94ryG+o6GscTialabb26Iat1JVRppd78AdBUkw5WkjklUAOiH3U4/Q0O29s4Ix61ghMjxQVp+KMVYjF1fQLTV4j5i+XPj5ZkHzD6+orzrU9JutJuvKuV4P3HH3XHt/hXrpAxVDUrGDULR7e4TcjdD3U+o969LB4+VJ8k9Y/kcGLwUai5o6SPJQM9adGM/Keo4/DtVvU9Ol0u/e1kO7GGVx0ZT0NUZIVk+9n04OM/WvoU1JXR8/KLi+ViSyRWvzPIq5/hPU/Qda2NJ8UND8l0GaLHyZ++Pr7VhNZwg70RVcdwOatwhXjAYDjpnPH5U7GtKtKk7wep6BZXcWo2qzw52kkYPUEVZEODmuV8NymKaW3DNsPzLk/wCfarXijXzptqttbti7nGB/sD1qLanv0cSpUFUkJrniLT9PRg1wjODtIU52n3x0rh728a9lzG4ZW+bcDkGqDWrZO5izMe47/WnW+nraZ+zyMoY5KHlfy7VaSPIxGJdZ3ZZCBduOuKeKQBuN5BIGOBinqKZyNlyx1G6064FxaXEkEw43xtg/Q+o+tdzpXxQu4tsep2qXC9DJF8rfl0P6V56BSjPWmnY0p1pw+Fn0LpWsWWs2guLKUSJ0I6Mp9CO1aNfPWla3d6LeLc2spRxww7MPQjvXsnhrxTaeIrYGMiO5UZkhJ6e49RVp3PSoYlVNHudDRRRTOoKKKKACiiigBBTJJUiiaSRgqICzMewHU0+uO+I2qnTvDTQI2JLtvL/4D1b+g/GqpwdSaiuopOyueY+Kddl17W5bk58oHZCp/hQdPz6/jWBn94c9CP1pWYk5poGfrX1FOCpxUUcbd9WSdYT606J98at6io43Bi/GktG+Vk9GNWIsEc03HpTu/WigQ3rRS/yoPFAxPpzTGUEjIp9MY4FNAULgHzCnoP51a0PTf7W1y109Pus2ZGH8KDkn8qqXcg83C9WbqewFd98OdLWFLu/YZY4hU/qf6VxY+v7DDzmt/wBehUVc7yOJY41jjUKiAKqjoAOgqzGcgGolFPHyS47MMj696/PW3J3ZsP6SEdiMin1ET88Z9yP0qWkMTFGKdSUANopaDQMB1p46EHlT+lMFOJ2qWHUdvWkRLQoLD8xX0JH4d6vQIEQnHJ/lUMOHG8EHceoq0B+QrPEVW1dnRSbnPmY4Dv0NP7g+tIKB1x68/jXmSdtTrEA+Ufj/ADoYcUId0YIpSKFqhjcUUuOKTpQAhoFLULzLHweT6CqhGU3yxV2FidPvilmLq2MZB6Csye9kAO0hB696r2WpEXDMxeSPHUnv7Zrrll1Xl5uvYpRZs7QowO1NoWZJow6HIP6UVxcrjo9xCEUnenUUMQ3HFBpeaaaQCHJqGQckegqYGmYBf2zk1WwHMeMNLFxpy3SD99ajLY7oev5dfzrg+1euzor7kcZV1ww+vWvJ7mA211NAesblPyNfRZbV5qfI+h4OZ0uWamupCeadFwWA5wMim89qdGcSqT0zg16R5hdsbtbW6imzhBkH6Gsm6uDdXk99OcsTxnsOwFPuT5MrRt/qz8/4CqagzMrtkJn5V/rSsaqpL2fJ0vceEwA7nnr+dOUE/MR1p+Nxz27UtMi5GVoXrT8UnegBByaUnFKOBmmjlvagY1iKu6Hq02j6tBdwk5jcErnhl7j8RWazZkb2pV659KDSOmqPpKxvIdQsobuBt0UqhlNWa80+F2tmT7RpMrZwPOhyfwYfyP516ZWidz2aU+eKkFFFFM0CiiigBK8i+Kl95utW9oD8tvDkj/aY5/kBXrFxcR21vJPK4SKNSzMewHWvn3xFqf8Aa2t3V5yFlkJUHqF7fpiu/LqfNV5uxjWeljGzzimF8Ej1/nSuPSo5Mlcj7wr3jnFjkB3Y4J5P1p1u+GY+rGqCyeXdBc/K4yP8/nVmBuB+dF7jZohs0tRKSalHNBIUpHalHWkxQMSmt0OadTTTAorbidtzZGACMH3r1vwjbfZ/DdpkYaUGU/ieP0xXmdtHvCxqpLNhRx3PFeyW0It4YoVHyxqEH4DFfPcQVOWjGn3d/uNKe5ZUZFJKf3IcdUOfy6/pTk4cqe9BBVj6NXyBqMZv3kQB/iyPpirCms2PiaNG+9EWA9wRx/n2q8rUkJE1FIKdTKQ2ilxSUAJQ5/d9epAozRjIGfUUMmWxFZ2wtoQiknJLZPvVtaYvCD2qRa48Q9kdWHXu3HdR9aY7EDceqnmpBSMuf89a4panSQxthsE9qmrODbZ5Iyfu4x9KuRtxSg9LDZLSUoNVL27EC7E5lPT2962hTc5KMdxC3FwI/kXl/wCVVgSMs3JqOJSfmbOT696kbpivocNho0Y6bjRSuAruNwyPTPFZd7qjJMLSwt2ubruq8LGPVm7fTrWvIgbgmqzzpboUiTLnkgD9TXQzS66GnprlLZYm/wBYBlsdz3q8DzWTpSuVaVwNx44Oa1VBr5nFKPtpcpm9x1B+tFIawEJTGIA604mo3PrimkAK2W605BkDPVuT9KrbxuPapWfEXHVuPoKlvWwETtuJPqc15x4iQJr956FwfzAr0ZvSvONffzNdvD1Akx+QA/pXt5V8T9Dys0t7NepmHrjrimNwOtOOc/WmP91sV7Z4ZU1F5pJIljTcNw3DHbrU7Ab8dqcEJmLHnk0p4kb0oG30G0mKcMEmlIxnmgZGaaelONMb1oHYRiQKarimuSR9agZmU5HI96CkiTIyfWl7ACokcSNjv1NSgYJoLOh8EXZtPF1g4OA8nlt9GGP6173Xzv4dUnxHp+3qbmP/ANCFfRA6Criehg37rQtFFFUdgUUVHJIsUbO52qoLEnsBQByPxF1f+zvDptkK+beHy+ey9Sf5D8a8TkJY5P4V0XjLxB/b+tvNEx+zRjZCG4+X1/E81zpH0r6HBUfZUlfdnJOXNK5HnK8nFMbjmnN8pI9RUbtge1dhJQvPl+dOqHeMfrT7SYSRKynINRzP83PTpVbTR5SsmcgO2Pbmsm7TK6G8jDFTq1U434qdWrUgtDGaUjFRCSnbuKYhG4PWo2bHTr2od+wNMGchj1ouM2vDNuLnX7SP5iFfewzxhRn+leqjPWuA8BW/malc3B/5ZRbR9WP+Ar0FBmvjc+q82IUOy/PU2pqyJW+6rinsAy4P50xOYyp7cUoOAAevSvBLM69k+zzQyt0L7D+PT9f51bifcoOaz9dCvpVyGUtheMHoex/A81JZMywoHILbRkj1pIS3NMGng1XV+lSq1UUS000gams2BQAE0qsMfjUIJY4qaJSZBjtSewct9CUdAKeOKk8rjJ5pNhHTmvKqVOaVzvhHlVg7cU1mGKC2BVaaUAdah6IooXsyw30bE48wbfxHI/TNW4ZcisPV90z2wRsMJlbPsOv6VaWdiSiDCjjd3qqFGdZ+4imjUluwqlU5f+VVFjLOXfljTY+OtWVxivosNho0VpuITgCopHFPkGOScVVllVQeeB3NdTdgGSvgcd6pAPNP5MI3OfvN2Ue9Kplvpdlv07ydh/jW3aWcdrCFQc9yepNeXisal7lPfuVexJBCsMSRg8AYz61ZUUwCpRXj9dSAI4prcU/rTGosIiY1BLJgU+RsDrWfdTeXE78cDNAyaH5nLHlB29T6VYIIJZjlj+QqrZ5WFQSScd6tNzWcdXcGR9SPrXmOoEvqV0T1Mzfzr009a841iAwazeRtxmUkfRjn+te/lbXvI8nNE+WLM5hUZzmrDY25x/8AWqu2M9M17B41hYkK/eLCgcuxIzz1pVLdAeacBk59TQKw0Iuc0MuBTx0z7f0pSvagZUeoWOKsSjBOKqyUFIjZu9QSPxjvT3YAcmqc8m1Rj7znaP6mg1iie0DFnPQZ4NW8AVHbYWMAADAqU8UE31Og8D2pu/F1goGQknmn6KM/4V712ryD4XRxnxBM7/fW3bZ+Yz+lev1cdj08KrQuLRRRVHUJWJ4suWs/C2oTKcN5RQH03fL/AFrbrI8QyKNLaFgCJiFIPcdTRFqLUn0Dl5tEfPcwG8kflUYO4HB59DXb6x4OW4DTaewR+vlMeD9D2ri7q1ntJjDcxNHIvYjBFfR4bGUqy9169upzVKM6fxELnj3FU5X4xmp3dgMfe+nWqE0gzwea6W7EIifdIxCKzHrhRk4FMsrcqxY/xEsa9b+HHhWaLwvrGr3Me03to8NspHzbNpy30Jxj6V5bAMIv0rkp1VUqSS6FtWRbU9AP5VN071FFyS1Sda7EZkydck093wKjjGQDSMdz4xTAcBnmnPwB60qjHIFEp4FAj0LwBAv9jzTKDvkmIb6ADH8669VwfeuX8ANGugFd6ljOxK55HSuuwD1GfrXwGaXeKm33Nlshg4b60j9Caft/un8DzUb7gD8ufoa84q5kayQ2nyg9yv8AMVPbIAg46CqmpSLkQFWy5HGPQ5q/AMIO1JCRYUU/OaYvC09RVFoeDgVESWbAp0hwMU6KPHJ60AKqbV96ctxHbsPM3YbuBmlNULt8zBfQVcKaqe6zWirzNqO4il4SRW9u/wCVOc8dM1zzXCpwOT7U5dSuxkKRjtuGa5K2XSXwO53cpqSygHB5/Q1lXNypJEZ3HOMY6UyQ3Fz/AK2QkenQU5IQmABTpZY3/EY9CFISfmblv5VMkYXtUgwtMeQCvWp04048sVZCH7gBTZLyOGMlj0qlNc7QecCl021N3OJ5V+ReUU9/escRilRj5hYBDqWonIf7ND24yx/wqzb6DDwbmSS4I7O3H5VrqgAp6rXiVK1So7yYuZ9CGKBIwFRQoHGAKl2U4AZp+KzJGAU4CgdaDQAdqifk9alqBzzQBTuG9DVFka43IO4Iq3L3qOMYJ57VEnaOg0SRKVAB6irGCRTLeQyqCWH4jNW1wR978qyg2U0VTGc88VxXjGNYtSt5AAC8XJ7nBP8AjXfMPQVw3jdo2urVVYGRUbd7AkY/rXs5Y37Q8/MF+5fyOTkk44+n+fyoUenXv71E5LMvPGanGTjA+lfQnz7GjG7GeKfjt+FRKf3xHYGpB146igBM88f5/wA8UuetR5IbGadzn/GgCGYnn9apSNnnNXZ/9W59VxWSz7iBQXER2zxVC4bN4gGflX8OtW3yF3decVRkIM6gH5moNomratxirDHHWqNqxXqMfWrrbXIxzQZdTe8IXzWXiSwn+bYJQrAdw3y/1r34eteD6HYvbyRXkqlCjBkU+o7mvdo2EkauOjAEVUHc9XDU5wheXUfRRRVnQFct4iuPMvUhB4jXn6n/ACK6muHv5PN1Gd/VzWdV2ia0VeQ1BhaoarZWmoQGO6hSQDoT1H0PUVe3jbVG7VtpKE1ypuLutzreu553rPhz7IWe1nyn9yTr+B71v+Fvhbf315bXetpHFp+0SGEPl5PRSP4R6961NOsBrOu2tpIuY9++Qf7K8n+g/GvWe1epTx1Z07N/5nDVpQUtEVLmJE02aJVCxiFlCqMADbjAFfLMS4VcdMCvqm9YLY3DHoImP6GvluNfkXjtXflv2vkc9XoSpwD1pdxApo4UUE5IFewjAsJwg+lNTlifSlJxGPpTUGFpgTrxTZDQhzTZOWA96BHf+DowuhhsffmY8/gK6qF3QfK5x6HkVz/hiPboVoPUFj+LGuhVcDpXxeNanXnfuz16UV7NJllbg4+YflTJLuMA7nC/Xiqck23IzWJrepCzsZZc/NjCj1J6VxLDqpJRhuzKpRglcmS/i1LUZ/KbckL+XuHQnAJxW5F0ArivBYLwTknnzc/oK7eKoxlCNCs6cdl/kckdVcmFPFNHFKeFrkKADdJz0FS7qiQYGe9SChFCk1lTktO+D1NabVlzfLO4PrXTh1qzfD/ExqRqBgVMoAFQ7sdKXfXSdZPkCkZwKrmTHeozJmi4E0kvpVaWXCkk8UO3rUEUf22fb/yyU/N/tH0rnxFdUo3Y0FpA19NvYHyQeB/f/wDrV01rEEFV7eAIRxj0q9F6V4FSpKpLmkS3ckwKBS0g61JId6dSd+1LjFMBtHFIaKAFzUEvBqfNQT9KAKEgqNQBu+lSyVWncR2k0hONqMf0oSu0gbtqZui6lMkQikIcrxk8Vufb2xwgB+ua4nQbnzbOCRjksgyfccGulikyOte5HBUb6xKUueKkupPdXU7oR5hUHsvFcT4kBE0J9UP8812MnzLXK+J4v3ED4+7IVP4j/wCtXZRhGDtFWOPHRvRkc6ox82BwOaljPyj061ESAnpxg/pUinj3H+f611HzjI4wDMc1KDk1FER5rHtUg6nHbjFAMgc4c1ICGH+f8+tRSHDnFLG3BGaBhPjyH9e9Y8i4cGtiXiFxnPH+f61kyj5SR2xQVAjGCrJ61WSzM9ygJxztzipw3IrZsdMaXRJtSU5EN0kTD0ypIP6UHXhknUSZesfCPmKrG8+U9tmf610tj4fsbHDBTLIOjSc4+gqLTJf3S/StdWyKxbZ7FPD0ou6RRuFwDXqdid1hbH1iU/oK8xuRnNej6JL52iWT/wDTJR+XH9K0o7sqtsjQooorcwEPArz+RsysfevQCMjBrgb2Fre6kibqrEVlV2NqO7EU5FNcZHTimo3apxgiuWx1XIdOuv7J1E3aQrIWTYwPB25zx+Vdtp+o22pQ+ZbvnHDKeGU+4rjJIQw4FQwyXOn3aXFucMvUHo49D7VrTqcujMqlNS1W52fiCXyfDmpy/wBy1lb/AMcNfMo4jUetfQeu61a3fgzVpI5ArizkDRsfmXK4/r1r56Y4kC/3RXvZbqmzzqys7MlzSx8yk1FvIBP86kh4Tnv2r2TAlkbgCl7Uw8uPYU4nkU0BKg/Gg/fzSLkLSj71DEep6AgTR7JR/wA8VP581sNwlYmgll0eyDcN5K1sZyOa+IxD/ey9WezD4EZczM8jAdq4rxRdGS9S1zkRjc31P/1q7mcFGYgdRXnXiHjXLkEf3f5Cu3J4KWIu+ib/AEOfFSahY6bwOv8AoNw3/TX+grtIR8tcf4GH/EqnPrP/AEFdknCivLzT/e5+pzQ+FEmOQKVuaRTnJoHJrzhjx0pwptOHSmUA61l3YP2hsetaoGKpXkfz7x3rfDv3mjWg0pFEA0jcCns2KiYkmuux2jeTSMwUe9SCF2HA/OnparnLncfTtWNSpGJnKrGO7KDB7hvLjOP7x9K17C2WNAAMAdKhtLMQkDqT1Nasa7eBXhV6jqvmZbY5Rg1OnXFRKtSrjNYEklIOtGaOaYC0uKSinYBp4pM80rU3ODRYB3aopvuHpUuajl/1ZpWAzpKyfEExt/D99IOvkkD8eP61ryVk69D9o0K/jH/PBj+XNa0Le0jfuiKt+SVuxyHhly2m7R/yzkI/A811Ec21RXM+FUxaz+m9f5Zrp1jHl5Havo5r3mThHejG5aibetZ2uW3nadKMcgbx9RzWhbKeBTr1QY8HnPBpxdtTSrDni49zzZ8fKCM55qRcgcEccimSrsuZE7ISo/OnLwpGenNdJ8nJWYyLl29OlSD73+eajgHzMeaf0bv05oArzfepIm5NLN97371EjcUDLDj92w9vzrLdeHHtmtRiSp47Vmv/AK7GOvFBUSia9F8DWg1HwX4kt8ZdTHIv1Ck/0NecscEg+teo/BqQSS6zbsMhkjJHqPmFNbnZhnaojL06Xaqit6OUbRzWHLamz1C4t/8AnlKyfkcVdjZ8CueWh7sdjRkG8V2fhGfzNG8on5oZCuPY8j+dcdD8yitvwpceRq01qT8s0eR9V/8ArE1VJ2kTUV4nbUUUV1HMJ2rK1bSFv18yMhZwOp6N7GtWik1cabTujz+4tprWUxyoUYdjSI+K7m7tIb2ExSrkHoe49xXIahpk9hIdwLR/wuBx/wDWNYzp22OiFS+5GHBoKhhzVYPg1KsgNYtG1yK6sYJ42WSMMpHQjrXF6v4IV383TWKs3JjY8fh6V3oINKEUsOK1o16lGXNB2JnCM1aSPFr7Q9Usk3z2UqoDywGR+lQRsNnUV7r5a+34VTfSbFmLmytyx7mMc161POJJe/G/ocksInszxgMDKeRilJy4A/SvZxpVof8Al2h/CMU3+y7dDmOFAf8AdFa/2wv5PxJ+p+Z5EmMUh6H3FerXOh6ddnNxYRlv7yfKf0rHvfB2nOp+ztLC3bJ3CtoZtRfxJol4KfRmpprBrK1YHgxJ/KtZT8tZGmWz2llBbyOrtGu3cvQjtWquMV85Wtzu3c7oXSVyC5XcM15x4nGNclz3RT+lelS9DXA+MoNl7bzAfeQqfw5/rXZlM+XEpd01+pz4uP7u5u+B1xorn1nb+Qrrs/LjvXL+C1K+Hoif4pXb9cf0rp05bPpXl5i74qfqzljsiYDAwKcBSDrS5rhKHCnCmCng0ABOKjKh8g8g0888UKuKBlN9P3NkSYX6c0eRHCMKuT6nrVxjgVUkNXKrOWjZUqkmrNkJ5NPUfMox3pFBNPT/AFiD3FZPYzW5MiYbJqdabinAc9K86S0PQuPUU9etMAzUg4NZDHUDrR26UDrTAUn2ooNIBTQAfrTOM9acelMNIBw6UyX/AFZ+lOB4pJB8hoF1M+XioHhFxbXMTfddChx7irEwpkP+rf3NVF2dx76HE6Pps+mzXUUpDRvtZGHHI4I/lW/CAEK9qfdoFjyB/FUcRr6S99R04KEeWOxcgFRXp+WpYjgZqtevxTRRwN8oXUbleP8AWGo16V1b+G4Lt2uC0m6T5iAap3PheZCTBJkHs/8AjXSpI+fq4GrdySujnYT8rfpUmRuP6irEulXdkhM0JC9CVORVfowz64p3OKcJQdpKxXn+8arK2Fq1Pw30qkSM496YlsaB5T8KzZuJMjtWl/B1xxVC4GCT2oCO5QnX98QPWvRfg64TxBqEQP3rUN+TD/GvPpR+9U+ortvhRN5XjNkz/rLZ1/Ig/wBKFudVB/vEaGqH/ie6gxHW5kP/AI8anMY8tCOhqTxBb/Z/Et9H2aTzB/wIZ/rTIjmID0rKe578di5bjC5NS2E/keILF+gMoU/jx/WmQjCVVnfZdRODyrqf1qE7NFW0serUUDpRXacYUUUUAFNZVdSrAEHqCOtOooAxrvw7aT5aLdC5/u8j8qx7jw5fQgtCyzAdgcH8jXYUtS4plqckedyCa2lEc8bxOegcYz9KlD7hweRXN/GW4lTULFInZWS3LAqcEEt/9jXD6F421iyk23JF3CvVZOG/A1p9QnKCnDqVHEq9pHsqsGUEU7d61xun/EDRLxxHNK1lKennDCn/AIF0/OuljuBKgkjkEkZGQyNkEVyzpSg7SVjeMlLYvA+ho71UEo9xSPOyqSCW+lQWkrkl1K0KFwjOB2XrWE/ia13EPaX6EcHdavj88VdfU1iO6UED/dJ/lTW1q2YD96v4gj+dBoV9P1a11SSYW7EvERuVlKkA9Ov0NbKfdrm01mym8RRW8DxvJLEyuyEHBHIB/WughbinOEo2b6mTacnYdIODXJeMIQ2nCTHMbg/h0rrn6dK53xREX0W4A+9tyB+NVh5cleMvNGdZXpsu+GU8rQLJcc+Xu/Mk10EQwtZVhH5FtDCP4I1X8hWonArzsTPnqyl3bZ560RMKdUWadurAZIKWmBqXdQO47NOpg96GYAUBcbI1V35p7HNMbFSIF6UJzOg96VelMiP+lIPelLZjjui92pwNJ0oHHWuGR2kgHPenjPtUYODT92KxHceaSkzRmkykOoJxSZpCc0wAmmE80pprfWmkFxQe1KxylMBweOlKeRinYkpT+1Mh+4RUlxxTIvuniktgMy9ObdvZh/OqkTcisa/8TrY63caZewkI8oSKVffGCR+NacT449K+kXwp90VTqRlexqoflqrecqasQtlKqXR4NWjRl+y/49Yz7f1pbu4EEe8glV67Rk1WgkZLRMZOB0FVpdRSJt8xCL6twKtiitCBPEWjXLFFvYd+cFGYA/kaz9Y+zSxFYCi5BYkAVpytpl/w8VrPn+8qtXH+ItLsrXU4ZbAtAGU+bDExCN6EihauxjiJRhSlKSuijMdxzVJjyelWiSRVSTvW58ujQB/d/Sq1wuUY47VIrfum57U2bmFvcCgSM6TohPXpXUfDeUQ+PbAf89BIn5of8K5d8+V9GrZ8GS+T4z0d88m5VfzyP60Lc6aTtNHonjNdnihj/ehQ/wAx/SsyBs8VteP08vWLObH34Cp/Bv8A69YFs2HBrOpufQU37procIKz71iHDY6Grw+7WfeHrWRqetxMHhRx0ZQf0qSq1ic6dbH1iT+QqzXccIUUUUAFFFFABRRRQB4f8U5vtHiqSLOfKjjT9C3/ALNXGQ2qpETgc810vi+b7Z4s1J8Z/wBIZPwXC/0rFlICED6V9Lh4WpRXkcU3eTMe5sI5QRinaPrmq+F5sW7edaE5a3c8fVfQ1aIGelNeJXGCKqrhoVVaSHCpKLujuNH8faPqjCGSQ21wf+Wc3GT7Hoa6J7rauY8fjXiF5pCySh1HbtTVtLvaFN3cBRwB5rYH6141TKpc3uvQ7oYxJao9nOoXEeW2RY93xWBq3juGwuVtjbNcSsucRMrKPqe1eeR2AJxLLM49DIcVaS2jjAEaBR7CqpZS73m9AnjdPdRbgvHg1Q36hVlMvnbR0znOP6V61Z3KXMEc8Zykihl+hryExgDNdt4L1HzLd7B2+aL54/dT1H4H+da5phk6SlFfD+Rlhqvv2fU7Ucr1rO1CJZIijrlT1+lX0PHWoLtf3ZPU+1fNu/Q9F6qw6Fg0x9OtaCkYrHsWwQD2+X8q1V6Vwy3PNas7EtL2pgp1SIXNApBR0pAOyaawYjJNGaQsTxQK4zJphqQ0zGaBDl5XNNg5vU9smpQoC021XN2x9FNKWxUPiRdPNC0nelrz5HaOpRSD607jHeosAd6M4FJ9BRg45NKw7i7uKORzSYx60pbjFOwXG7qQ80vHc0h6UxCd+KXP40h46UE8CgCvcDrUcX3eBU0wBU1DH0NQ0O55144sQ+qW84AyyYz7qf8A64rXtZfNSOQfxqGpPGUeba2kx92Uqce4/wDrVS0abdaKueUJX+v9a+gw75sPF9jkoT5cVKHfU6aA5j61WvOFBqaBvk49KrXTg4X3FbI9IsJM0Nuu0Z46VCL4pkyWkhHqFyK8wvNd8SpqFz5F4REJWCKUBwueB0pY/E3ipsL5kDH1MVb8jOP67S2Z393qOgHeLlLRZAOQQFf/ABrhbdGUOSztuOQXbJxniqzWs17fm/vX826bG5sYxjGABV0DAxnHHSqjGx5eMxftrRjsh2P51XmGPxqx+dQyqMe1UcFwVv3J+lSSfNDj1quuPLwfSplO6Ac89aBMosOHGKm065az1C0ul4MEySA/RgajkAV29xUDElCB370G0H1Pd/iHb+ZptndryI5SpI9GH+IFcVavuxXoEo/t74dRSJy8lmkq/wC8oB/mDXnFk2SCO9TVXU+gpO6OgQ/uxms+7wDjpnmrkbfuqo3fzOgzyTisGdHQ9cshiytx6RL/ACFWKjiXZCi/3VA/SpK7jhCiiigAooooAKQ9DS1U1Kb7Ppt3NnHlwu35KTQld2A+frqX7TfXN1/z0ldx+LE/1qjK+MDFWT8kMYPUqCapyMGbFfVwVlY4CLB96COOlBIJ60cVoAEZ60wrUufeo+h7UAJsA96cAMUd+lL0oAaw4/8ArVa0q+bTtRgulzhG+ceqngj8qr03o1ROKlFxlsxptO6PYIpA6hlOVIyD6ipSCymsDwldi60SJWbLwkxt9B0/SukjANfFVqbpVJU30PahJSipGcFMUxB6HmtKM5UVFcwgoWHUU22kyuK86rHlkcleNpX7lwHtTqjBzTxxWRgLS0lHNIAoo+tLQIjb8KVRmg05RxQArcLRZD95K2PSmse1TW67YyfU5qKjtE0pK8iUjNLikz60oIzzXAzrH8Gjj3pueaXPtUgKaTqOhFGfpR19TTAB9aCB60h5oBPrQAvHYUhzjmjFJQAn40h7cUp/zim54oAbLyvFQRjrU7cg4qBTtzSYHMeLl/4lSt6Tj+tc7o0h8yVD6A/0rp/Fag6JLkZw6n9a47SmxfYP8SkV72B1w7+Z5tR8mMi/T/I7ayO5BVe8Oy5APQ81JpzZjAz0qPWG2hmHVUJ/St4q57FR2i2cMyB3Ykck/wBaj8n5Rj/PFTY7j1pDnHBwcY/Sus+Rb1GKoXmkZcjNTMvOPfqPrURztPU8ZpCuN2+/f/GkZdw6inHj86R+Dn3NAFRgUYVJCRll9KJ0+UN71HEcTEeooK3RFccPn3qvmrdwMg561T/E0Fx2PoH4czed4E03dztV4/yciuAvbU6Zrt3ZngRTMF91PI/Qiuw+E84l8HCPP+puZE/PDf1rJ8fwCDxNHMOk8CsfqCR/LFE1eJ7mGloitC26MYNV0zLqVvF3aVR+oqxZ/wCrGemKLOP/AIqfT1xkPOh/WudLVHa3oz1uiiiu04gooooAKKKKAErG8Vvs8KaoR3tnH5jH9a2axPFwLeFdRA7wn+Yqqfxx9RS2Z4TeYEhHpxVJh1JH4ird2czN9apsfevq0cI3k80c5FJkGgH8qoB55FMOM04HFIRQIb+FLSUooAKaRzTj9aQjIoGdT4Iu1j1Ce1LY85Ny+5X/AOsa7+M46V4zbzyWlzHcRErJGwYEe1ewW0wmhSRQQHUMAeoBGa+bzihy1FUXX9D0cHO8eXsWGPBz0NVEUwyn+6TxVz7w6VDLHhDXiTgpKx0zgpKzLCniniqUM2CFbp2NWga4pxcXqcE4ODsySlFNBpQRUEDqKUUhFADcZNOzjvSYoP0oAYxNXiu1VUdlFVMCrbHdGr+1c+IdkjehuxnU08Uz8qcDjoK5DoHcUYxRn2oz2pALxS4FJ+FGTTAcPypPqKP880hzQAhPp+lJzS80lACc4pD060vFB+n50ARnnpUDDBNTnAqFzzwKAMTxEm/RboeiZ/I1wFs3lTxyc4Br0XVhu0+4HXMTfyrzcc49x0Ne5ljvSa8zycwvGpGSO10sli3pnFP1hC1tOQCW8tgPypugkyWofbjPNT3/ADG49Qf5V0xVj2p2nSduqOCGMUuMA8g8f0pwzuwRwDim5yB2z/hXUfJMQ8dz1/qKYR/n86lY9TnI/wD1Uw43fjQIibk0rdPxpM5I+lDdDSAjYZix3FVj8rpVrjBGOtV5BgDrwaCkNlOTmqbd6ttyaqyDk0GkT2L4OSFtE1GLslyCPxQf4Vb+JUH/ACDLnHG54mP1AI/kazPg04+zatHn5t0TH8Q3+Fdj40sPt3ha6wMyQATp9V5P6ZqrXiexh37iOC058w4PUCr2lLv8VaeCM4l3D8AazNHUyxFuxNbOlMsXiWxc8Dzdv5giudfEjvfws9LooorrOQKKKKACiiigBK5zxxP5HhK9wcGQLGOOuSM/pmuiFc944lig8E6vNKiv5dszIGGcP/CfzxVU5KM1J9GKSumjwu5JL54NVWyfWsqTxDIr7Z7dWweWQ4/Q04a/ZsMsJVP+7X0UMZRl9o5HTkuhogUpHv8ArWS2vWfaOZvwA/rTT4gtf4bWQ/iKt4uivtIXs5djZA46/rQcZ4rCPiGEf8uTn/gQoHiO3/is5B+IpfXKH8wezn2Nwr6UBT6VijxDak820v6f41INetCM+TMv5f40/rdH+ZB7OXY1+1MPNZf9u2hJ+SX8B/8AXpDr1kDysw/D/wCvT+tUf5kHJLsbdlbm6v7e2XJMsipwPU161wku0dFOK8PtvEtra3UVxC8yyxuGU7c4Ir1Xw5rTa9pSX7oscjMVZVPGQccV4mbTVSUXBprX9Dswiak7nSoehpzgFfaoUcAEE0PMMbQa8c9HluZyzD+0DbnqV3L71oW7MSUbqvHNcZ4v1T+wLyw1SRiIFkMTgLnr/wDqNdB/aCS2iX8CmZNm7avO8Yzx71jVg5R0Mq0PaRst0b4U9mX/AL6FOCH1X868wb4zaZHkLol4SOCGkRf8agb42W4+74el/G5X/wCJrm+rVf5TzuWR6vsPZl/Ol2erL+deUL8aoDknw8/4XK//ABNRv8bFH+r8P/8AfVyP6LR9Wrdh8rPW9n+2v50vlg/xr+dePn423PbQLfHvct/8TQPjddj/AJgNr/4EN/8AE0/qtbt+QuWR7AYx/fWqkHiPSU1aXR5L2OO9j2/u5DtD5GflJ4PBHFeWf8LvvCONAtv/AAJb/wCJrlNb1dvEN9Pqk0KQvcFWMatuC4AHBP0qlgJVU41NDSlzRlc+lTErc4x9KXyR/eP5V8y6f4r1/RfksdWuoox0TfuX8jkV0Fr8XvFUHEktpcj/AKaW4B/NSK4p5RXj8EkzpVSJ7yYW7FfzpPJf2/OvGk+NurKv73SLGQ/7Luv+NSr8cLn/AJaaBAf925P9VrF5dil9n8UPmgewGKT+7+VNMbj+E15Onxxi/wCWvh5/+AXI/qtXYfjforf67SdSiP8AsOjf1FQ8Dil9kOaPc9LOR2zTdxPUVxNt8X/C1wPmuL6A+kltn9Rmpz8WPCSnH9qTH6Wrf4Vn7DEL7D+4fu9zr8+1JzXLR/FLwhJ/zGSn+/buP/ZauxfEDwnNjb4hsv8AgZ2/zFS6ddbwf3Bp3Nzp3pCARVOLxPoE+PL1vTWz/wBN0H9atJf6fN/q7y0f/dlU/wBaluS3ix8oh6dhUEn4mrmYm+60TfRhUciqoLFVA9SeKnnfYOUzLiPfGwYfKQRj1rzOOJ3nEKj5s7QPTmum8W+O9O0mCS3s7iK71EgqixnckZ9WI449K57w1d2+pX5aGQOyD5+OhNe7lkKkKcpSVk9jgxVD21WnFedzu9MtFtLOOMHOF61HdgOuPwq1C3y4qK5TC/Wu09PkSjY8+kjMU7oTyr4NN5AAPOP/ANVL4gvrHT9YmiubyOJ3xJtJ5wRWX/b2lf8AP/H+v+FdJ8rUozjNxSeho9sUxsZz75/lVQ6zpZT/AI/oCP8AeqJta0sA/wCmw/gc0WM/Zz7Mun2zTT16VQOt6V3vo/1/wpP7b0rtfR/5/Ciw/Zz/AJX9xd7UxxlcZHWqg1bTm/5foT9TUgvLR/u3UB/4GKVg5JLdCueOtVZPxq2zRsMq6N9CKp3E0UKkySog9zigqMW3Y9S+DeDPqzbsEpFhc9RlucV6tNEk8EkMgBSRSrD1BGDXlPwUe0u4dWuY9xmRo4tx4GwgngfXP5V6XrGpppWnPcsNzZCxr/eY9BWi0Wp7NGLUEmeX6HEyQMp6K7KPwOKuQjGs2RJ4+0J/6EKsQIEj6DJJJwO5qlcMY5RIv3kbcPqOa5m9bnopaWPWaKhtphPaxTr92RA4/EZqauo4gooooAKKKKACuY+IURl8Aa0qjJ+zMfyIP9K6euc8dsy+BdbKjn7I4P0I5/SgD5VvAC5I9apYq3cN87D3NVaoBuOKTpTjmm85oAN4xzSEg96DTStACHipA3y1CeO9JuIB560AS+acYUfjSAZ5JqHJpy7j3oAsAqK7Xwb4rGi3h0+7IFnO+Vc/8s2PHPsf0rhgg9TVm8XO0juBUyV0OLcXdH0C1y20yryo+9jqtE0kiBLmNtwU/Ov95e+Pcda878E+NoxAljqU6pLCAkcjnHmJ2BPqP1Fd206wldrDyX6c/dPp9DXJJWZ305cy0E8Q6ZDr+hXNlIQRKnyN/dbqp/OvNPB/jttA3aPrKt5MTGPeBkpg4wa9EW8ME32ZfuN/qz2/3fwrz34h+G9jLrNvGctxchR37N/Q/hTg03ZhVTj70TF8Zy6Lc64bnRX3RTLvlAGFD57fXqa5wgUDOKQ10pWVjgbu7hnHem8k9afHE87iNMbj0ycCmLk9CMUxD1Q9zUoAx0qMZHenjPqKAJMe1aMJ/wBDT3B/nWaC3tWjbndYjPVWwaaArscsaZUj4yajPWkAnNIc0UhNACEZ5phHvS5NMOfWgA3FeQabkmmt900uyRHZG4ZCVZT1BHagCRVPc1KoAHSogG9akGcUASbR/cH5Uox/dA/Cmgt7UuT7UrICVZXX7rFfocU9rqd02tPKy+hkJH86gyaKXLEBU/1gx612/wANZCLy8j/i3An6VxCf6wfWu7+HNuYxc3ODl5Nv0A//AF0qnwm1BXmj0STUFguYoCfnfoK0HYPH+FeU6z4nvbLx2baN1Nt+7idHHHPJPsea9Nt5SbBWfG7AziudxaOtSUrpdDyv4qWG2/sb9QcSRmJj2ypyP0J/KvPgxU4r1r4lXVsvhtbeXBuJZlaEdxt6n6YOPxryM5ropv3Tiqq0iYtwMmmGQnhfzpjOcAU0E9qszJVTuxp4KjvUQBP3iaeFFAD949aMg0mAKUUALjHTikxnnOTS0ZwKAse0fAC7ZdS1ey/heCOX8VYj/wBmr0LxnOz6np9n/AEeY/XIUfzP515r8ANv/CQ6r/e+yLj6b+f6V6d4xh/0/T5uOVkQn8jUz2Lp/EjFz2qvdR5XI61UvL0xXcUMYLM3XGOB61fJEsIYVy7nbY7XwtcfaNAt8nLRZjP4Hj9MVs1xvgu72TXVkzDnEiD36H+ldlXVF3RwzVpNC0V8Qf8ACd+MP+hr1z/wYzf/ABVH/Cd+MP8Aoa9c/wDBjN/8VVEn2/RXxB/wnfjD/oa9c/8ABjN/8VR/wnfi/wD6GvXP/BjN/wDFUAfb9ZHimD7T4T1eDGS9nKAP+AGvjf8A4Tvxh/0Neuf+DGb/AOKpr+OPFsiMj+KNbZGGCp1CUgj0+9QBoXGfNPp1qA1zxu7k9biX/vs0n2mf/ntJ/wB9GncDoKaawftM/wDz2k/76NH2if8A57Sf99Gi4G5SHNYf2ib/AJ7Sf99Gjz5v+esn/fRouBsMDTGBI6ZPasrz5f8Anq//AH0aBcTqwZZpAQcghjxRcDWXI4III9akBPpWKZ5iSTLISep3Gjz5v+er/wDfRouBug47GrNxyq49K5n7RN/z2k/76NKbq4PWeU/VzQBrSJntXQeHfGNzorLbXga608/KY2PzIP8AZP8AT+VcR58x6yv/AN9GtWNN1vGTySoz+VS0noyoycXdHs1tqdtdWvn2cgurF+uDl4j/AD/qKfLeRvYzfbGzaNG2ZMFlZcc5x3rxyyu73S7kXFjcPDJ6r0I9COhqaTWNTuFuFmvZilw26VA2FY/QcVj7HXc6VidNtSq2N7bM7cnGfTtTTTqCM4rc5DT0e1LQX94QCtrbl8E9STtH+P4Vl7AAreozXoHhPRHvPDN8saBp7smJQePlA/xNcCysg2MCGRiCPSpTu2aSi1FPuNGaXJpR0pcVRmAY+tadiT9kfPTcf6Vm4rQsyfsjDtuP8hTQEbn5qjzzT260wikAhIFMLYpxFJjIoAYWyeKaQcc08imnpQAsULzyCOJSznOAO/FRpGAivnk85rvPhFpCar8QbESqGitle4YEcHaMAH8WFVviP4OPg7xG9tDk6fcZmtGPZc8of908fTFAHIZIFAcUnWlAFADg9OD00KKMc8UAShxRuFNApcUAPT7wOK9V8CwRx+G1uCRgsxb2OTXlkQ+cA9Miun8L2OqiIy+csVnId4WR2/MKP61FRXRtQdpiXGh32qa/darcwm1tzcBkWVfmcdBgenvXrJEdpp0cYbCqoyzHtjkmsazthcov2gblUA89zXM+PPFlsunS6VZzhrh/3cnlnIjXuCfU9MVjdzdjqsqcWzhfE2svreuXN0WLQhikI7BAeMfXr+NYpPNOznpSFSa6TgbvqRnIOSDg9PenqeOlJJbyLIu8MpKBlyOqnofpTgeOaBDgT6U4NjtTc0obmgB+72pc+1N3Cl3CgBc+1LSbhS9aAPXfgCwHiTVF7mzBH4OK9H8WXTS60luv3IIgT/vN/wDWArzn4BRg+JdTk/u2QH5uP8K9A8RwzL4guWEUrGVU8oKhbfxjjHvUVPhNaKXMUNUtpG+GmrXlso+1RyGSNwuWUKVBx6cZqjolw02ixSvI0jNGCWbrkitnxHqMOjeCptHSUm+lhPmeWeE3HLZP0yKxbFY7Tw9BHGMARqBWU9LI6Kd3dm14Tt57jXlnQERwgs7fUEAfj/SvRKx/DliLDRoVKbZZB5kmeuT/AIDFbNbQVkctSXNK58AUUUVRAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABW5B/x7xf7g/lWHVtNQlRFQKmFGOc/wCNAGoQKZis/wDtKb+5H+v+NJ/aEv8AdT9f8aANHFOjG5gAPwrM/tCX+4n6/wCNW7LVZbPUreUQwSlJVfbIp2nBzggEcUAfSfhbwhqNlo9lbrZ+QyxDzJJTj5jyeOvU15b8UvB0nhbxGJQyyW+oKZkZVwFfPzrj6kH8asf8NG+L/wDoG6H/AN+Jv/jtc74w+KeteNtPtotTsdMj+zSl42t45FbkYI5c8dPyFTGKTuaSqOSSfQ50Gn5rL+3y/wBxP1/xpf7Ql/uJ+v8AjVGZp1o2R3Wjj0aub/tGb+6n6/41NDrNxErhUiIbrkH/ABoA134Y0zvWSdXuGOSkf5H/ABpP7Vn/ALkf5H/GgDXppOKyv7Vn/uR/kf8AGk/tSY/wR/kf8aANUjmmmsw6nMf4I/yP+NJ/aUv9yP8AI/40Ae+/ADTt1/rGokcRxRwKfdiWP/oIrR/aBtN+kaLdgD93cSRE/wC8mf8A2U15L4T+LWu+C9PlstNstMkSabzHe4ikLE4Ax8rgY49Kf4t+L2v+MNKTTdRstLSKOVZleCKRWDAEd3I6E9qAObHWnZrK/tKbOdkf5H/Gl/tOb+5H+R/xoA1ulKKyP7Um/uR/kf8AGl/tWf8AuR/kf8aANgUvesb+1Z/7kf5H/Gl/taf+5H+R/wAaAN2MfNXS2XjHT7axtYHsrh2iTD4ZcEgcY56V5+us3C9Ei/I/41F/aMv9yP8AI/40pRUtyo1HDY7vVvHup6jA1vbKtlCRgmMkuR6Z7fhXJFfU1Q/tCX+6n6/40f2hL/cT9f8AGhRS2CUnJ3ZfyBQDzwPwqh9ul/up+VSWuoyR3UL+VE211OGBIPOcHnpTJPbviJ8PPsngXRNetUxcWFjDb3y9NyYGH+oY4PsfavGq73VPjp4l17Sr7SrvTtGFvcwPG5SGTcBtPIzIRn8K80+2ybvup+VAF7FLtqj9tk/up+VH26X+6n5UAaAGBQOTWf8A2hL/AHU/X/GgahKP4E/X/GgDTA4pRWZ/aU39yP8AX/Gj+0pv7kf6/wCNAHv37P0O6+1ucj7sUKZ+pY/0r0Hx7Bc3Nlaxx6tDYW4kLTq7lWlGOANvJwc5Hfivm7wd8Udb8FQ3o0200+X7SUL/AGmN2+7nGNrj1NWNT+LOv61qBvLq107eVVQqxybVA9AXP1qZ7GlJe8en21mk0pDsZLZOjFdu/wDCuk0TS7jVdTgfyCNPhYMzkYVsfwj15rwpPivrUbqWsNMkRf8Alm0cgU/XDg1uxftE+LIY1jj0vQURRgKtvKAP/ItZQp3d2bVavRH1FRXy/wD8NHeL/wDoG6H/AN+Jv/jtH/DR3i//AKBuh/8Afib/AOO1ucp//9k=", "path": "001014.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.
001015
Men Tshirts
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", "path": "001015.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.
001016
Men Tshirts
{ "bytes": 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CxA5PbgU2gDqrSdnjIO7g/Kf6Z71fD7l+Yj61z9lO8EoHVG6g1rC5WKQI/EZ6H0oAqX9iYCZkA2n7y+lUGRWFb5hby2ThoWGB/s/SsKRHhlZG6g0AVypXOORmj6ipSRU1iiHUINwBBccHoTngGgBq6dcsu7ysZ5AchSfoCQTUEsbxMUdWUjghxgitK1VZUBlRZW80/aWfJdFOPmwPT5qrXTRtDbgTiWVNykgNgIOV6gerUAQpY3Uqh0tpWQ9GEZIOOKjVHaTYEcyZwFA5z9K1pIE+y3eV+a2ijjT2bOX/AFDVHIo/tksP+Wg83H++u7H4ZoApGCWCRPtELxg/30I/nW2YmvLQ+RukPtzWTOSLK0GeNrf+hVe0mTFvNEeASCDQBaS0uBCIjBMUKBSShyaxJrTyZmRgQR6100qGOXC2W4AjBw/9DUN3ELyBmZV8w5w3oTQBz4jUdqXbg0yVXjyMsPqajJ7GgCYLu4ABPoOTTPKB6U6wYx30LZ/ix+da2o6Z5jGaEAE9aAMjYvpTSuTSnzIWIdfanB0Y+9AEYRc9KspY3DqGEeARkF3C5+mSM060WI3tv5oUx+YofPTGec1chQSb2niE03mnz1YneF46AenzZoAyZIHiYpKrK46gjBpyWNxMu+G3lkT1SMkVZuTGLSGITLLIjMMgNwpwQOQO+6rXkCSGVDtPkWo2k/3ifMOPfG4UAZHky+b5QjbzN23bg53emKfNDPAF8+F48/d3oVzj61fjcPrtnJ1EzxSfVjjd+u6qkjL/AGbD/wBdZP8A0FKAKKWs9zIwhjaRwM4RCxAqVdLvsgNZ3H4RNU1syfZNQ/64rn/v4lXjahEjddMWQeUjeYRIc5QE9GAoA8v+JPieTSIBpNqTFcuv73syrXjolZjy2Sa3PGerPrPi/U7tnDK07ba55P8AXgYNA7GiIEIVyOQOaUBFk3LU5s7llQrE2wrVaW1uUBzE1JSXcfK+wMkTShgcPUiOGHlS+uRVJopwfuNTT5y9QaE09hWZYkRjKSh6A1YCLHYodw+cGs5JnDA5+tSJJujdO2SVpgNjcQs0TfdJ4qbyijB0cg9QR2PY1WcZHuKEmdVxmgZ6l4L8b/c0rWZMSDiO4PQ+xr01U6BQSScADqTXzL9qMmA3avR/h344NjqFnp2pyk24lXZKT92gR6jcWtxAAZ4JIg2cb0K5x6ZpltFLPJshieRwM4RSx/Srrqp0uAgg5nlIP1VKS1jHk3mB/wAsP/Z1oEINNvf+fO4/79NVWVHQsjoyupwQRgitN4XQRrFpImUxI2/EhySgJ6MBWfdSyz3Uk0qBZCx3LgjB9MGgCIcU3oTmng0EUAN6UdjR3ooATpTe9OIpCvFAC1PHp9zNGGWPEZ6M7hAfoTjNV62Jk8y9vlECTXIlAijfODGM8KARnjbj2oAyJIZbeTypo2jfGRkdvUe1WxaTTxo1tbzSjaAxRS3zfhS3bWwtZIY7hZAtxmBAHyiEHcCSB/s1ctLYSxwwHYQLaSUh+zv8i/8AtOgDKkjkikKOjLIOquCDTJbS5tjm4t5ogTwZFK/zq7cYkazl4y8ShvYqSuPyC0X+M33/AF+H/wBmoAoQxSTSBIo2kkPRUBY/pV+HTL3y1zZ3AyenlNUWn8Sy/wDXvL/6AavwQutnaNDpgn3JuZ8SHncfRgKAM67jeK4kSVCrA8gjFVixq1qEzz3cjyp5bcLs5GABgDmqIJoAU9asWt15WEZcxFsuO5BBBx+BqrlqcAc5oAlnhMMzJuyAeCOhB5BpqoTT+i03zD0FAF5PvYzj0PpWtayme38psllHTGcishSADxkVJDI8fKsQR0oA3bd3UjAJXv3H0+tQ6raq8YuE7cGqlreOLstnIYfMMda13USRn+4y8jrQBzJQ8061jM06w525zyeeAKdMhjlZWGCKihlaC4jmTqjAgHocdjQBqkLJNbsJ8XMn+ruEGOQcDd/jUSxJeSW1w0YXMpWcAYGFAJbH0pIrmGHb5Fx5ah9wWSFXZD/stRHd2qr5aNKsSo4DhQzF2ADErkdvegCa1eaaCSX7LcSNK0hLRp8rbl2/oS1RwKH+xuD0V4/xGT/JqrTXCLNA1uXxbqApkQA5DE5wCe5q19psYXIQzkGbev7tRsUgggfNz1WgCvccWdoGByA3/oVS2AfyZtvIO3+dSJd24iWLz3O3ON9nGx+nLGnNfWokIVpFHlqCyQIu5gxPKhgOhoA05pEgfckILRMCCS3bntRZt5kBPqKda31vdg/OXIHINumT+ppkBC3UigYQsSo6cE0AZ+pRpywyCCMisg9c1s6uCBwD9fasQ53H0oAkgIWdG9GBNdY00Y+U8nvXIrzjmtC0vtv7mf6Bu4oA0p4LacnjBIqhPpLdYiKvjaeh7Z+oqtPJPFJkNgDn2oAoRWU5uI4WQgyMFBPQHOKumSFo4XlmyzOVS4AIZSuOvqOevWp7fU1DIWG1gcgkdxU++wf5UdYzuLBXiDYbvjNAFB7b7XKnmARzCcRTEdDnv9eGzUtvJJOZ5xbXDCaVmPlpkYKkbfyapUtzC2IpHkTDs7AAuzMpGcEjp9azrvZmJId4Ma4O9ApJJJzgE+tAE1pGHn0x8YaOcRkegDAj9Was2dSNNg/67S/+gpWt9ttEuGlUzHfcJNtKLgYJJH3uetVUuLWNPLFxIV3E4ezjfBPpljQBS05RJBfgj/lgP/RiGq3jC+GkeF7yW3iAlW3TD7mzlgK2xcWmGT94oeEI0iW6ISwfdnaDjoMVzPxHuoz4C1BBMzHaijNsinAYD7wJNAHzi4eS4IHLs35mu40PQI7OJXdQZO5NZnhjSRdXXnuu6OPIH+9Xodpp5UAsawqy6I66MOrM4wCRcbARUbWIYEYroWhQdqiMSHtWKdjosjnzpdsBzEh/Cq82l2kgwYRXTPAh7VSubZQMgUc0gcIs4688MW8m5kbB9Kxrnw9c24LJiQegrtpkOahcVSm0TKjGSsebyK6sQykGoWFdtqtopi3Min3HFclPEElIFdEZXRyTp8pAvFSq5HQ4IqMiirMz3P4feJf7V0GLTZ3zcWzlgfVSFFdzaAiK7/64f+zrXhfwx1mLSvFVv9o2+TMfKYuoYDP1r6IuhFBGRJuMTxlTLHAi9WBHAIHagTM668mDYBarIRGjFjIwySoPY1ny3JurmaZ1AaRy5A6Ak5raW7t9ij7Q7gKFBeyjY4HA6tWTqSI13JcWyYiLZC4C4H0FAiuCKM96QGlz8vBoAQ0tLnigjHQ8UAJRxnOM0lOPAoAUKGZQD1IrTnjiWAJcSeakTmISRoRJGfx+8ox0rLJrSF7C5kcSiKSVg0qSQiSMuP4lzmgCG6ieYTLN+8u4GUb0/wCWiHjJ9T93FaEDsNQuXhgnlSN40VokDArGRgE++1aqJqFtDdo5eSTMyyyy+WAxZeVAXPTNVJ5ofs8VvA8jBXZy0iBCSQoxgE9NtAFgqwtTEyFTb3WMMPm+cYIP02Uy+Bzf/wDX4f8A2apjd2xWV8zeZLHGpXYNu5SpLbt3fDdqDeWYnndZ5ts0hcq9lHIAT9XNAFWw4ll/64S/+gGrKGG3tbUG38wtEGJLMOrEdjTmvbIhB8/3ZFaRLVEOGUAcK3OKkhurWOGKMXLsqrgbrCNiB9SxoAy72c3FxLMVALuxI+pzVSr+pSRTXBeBSEKjPyhMkAAnaOBmqNAABUqDmmquamCmgBjKT2ApNm3OSP5mpSgxUDqUODQBeYcjBpwjzyG5pWANDNtX60AJtIP3xmtzT7v7RDjgMvB9/eufzVmylMV0h3YB4OKAL+qWjgm4UDy+/rWTgdxXRZ4YZJVuorEuIGhbGMCgCuSSADik6U7im8igBPmByDTweMimcdKWgCbb5keR1XrmmjkYPBz1poYg0ucjpQBLbM0c4KMQ4PFbyuGKv2aucVmznPIrasrlLhTEwxJ1oAdqULtEGPQdawnXkiuknDNZSg9QMGucJoAZhhUsQWQ4aogevFOoAtpO8BZS2UBwM5/MVdS+QKBMR06+orNV0kjKyn5+zVAxBZUOOB1FAGu32adsKwB7ehqBNPlaT7jCPgjIOR9DVArtarId4m3KSp9QcUAWorK/BGJiAOnJq6ttdEYuFSVfcYIqC11OQ4hlYk44Pc1DfT3MkiojkKSBx3zQAl/ZLbxmUP7FTzWbGAzZrRQI9qIouPn2E/Ufewazgm3IIwQeR6UATDrWR4tsTqHhu9tl6tGSPqK1I+W4qlrk7waXNsA8x/kUe5oA4Tw9p6aZpcCXDASlQxroFdSBg1z0/hO8uYzNPdP5meDmufjl1nRL2NXYlM+uQa5pq7ud0HZWPQGUmoCtGlXwv4eRiQdRVi8khgi3S8VmaplYiq82Npqjd67aICPOArPfW7ZxgXKfmKqwc0S3Moqoy01b6KY4WVWp+QalqwJp7FW6jLQMtcFeIwuGA5wa9Dl+4a5y+0vdO00eOa0g7MzrR5kcq+4NgqRTDWhfROJDlelZ7LmuhO5xtW0J7SZkuEKnBBr6r8M3rXfh2yF06yu0K7iPcV8nQqvnKHHy55r6b8Cae8Xg+0XzDIoQmPPXYaZLNi/sHtz50IzCf0qqrbhV9rqa2OM565Djr7GmNbR3I821OG/iiP8ASgRkzQ+W24fcqKtBlPIYEHoQapSxFG4JxQAzkcGlHFNP1pwNADgq7sjp39qDxTQcYNP7jgYoAbkUEDtSsvJFIMqaAENJkdKcy03jJOKAJADtqDncanGT0NQ8ZNAAx4NWU27hj0FVmU7TirUajcfrQBDKvCktnJPFR4qxKSQikfKM/wA6hIAPXigB0a96c0gFNyMYFNJoAGc0zJJpQCaVVWgDSwD0pMZFK8TwTvCf9YrFCB6jiuivvD8NvZSzJLI0iLuxxQBzJVfSkwR0NamkadHqN48UjsAELZX6gVTuoRBdTQqeEdlB+hxQBYh1TtKgz22VedUudpGxgBwSM1Hpei21/Yy3U87xBHIOMYwADmnXFvY2Fs81rqJklAG1MjB5waAMu5gMMjf3MnFVsVoi8iuwYplC5+63oaqXERilKkg+4oAgIo4BpaTBoAWijoOlLigAU1dghmdsxSKCvvmqWcmrmnFWvUiKhllITB6ZJ4oA1TdLJZyZHVCCR2Nc+3JNdhc6dYKkdrNOyNIQFCYGT+RrmtTsW067MLOGGAUb1FAFJRjpTuK6HTvDsF3YQzyTSJI6k4GOmaxLa187UI7aTK7pAjeoycUAVmfAJPpTIuct61f1zT49Ovlto3ZgVDZNT6Hpsd/cvA7soVN2V+oFAGeAc81ZkNbLaRo6PtbUSGDYxuHUVhv3oAYwyuQeRyKuQSefJCzZ+XIPPeqW4CpbORFu8N0b7vfBoASxbdHdRd9oYfUU28BMqTJ0mH5MODUWnMYtRTfwCSrfjxWqlt51pJBj5kY7PrQBmwDBrL1uV8oEBYxqXOPpgVqpkEjvWcsYuTM7fcdiB9BwKmbsi6ceZ2R5Ne+I9VM6s/7uORiFBVmLfTBFbE51CCJGvbY+W6g7uWXB6deldPeeFreSQugUdwCM4NV/7Hk83ZK/mDGK5mztUA8PxgW8j4ABxg/WqHiOdJkEIPFaWoTpYWiwoQABXJXLPNuctU3NGjHu9Otptu+by8nAyant/CmnzKT9sJPYE4qa/wBLeeJZUcfdxhfvE/Ws/SbPUXmkQs8OwHHnPuVqtMycUS3fhqWy+a3kYEfd71JYajIGNvdjEwxj3qxY6w5mNpccEcMp5x7irl9pkU7JOB868gik2VFW2EJ3Cqs7IrYNW44jGgBrH1KfE520J6lSdkZ92sbzsQKwrmIIzEVsFuTWfe4Oa6Is4prqVLJQ17CCP4xX074fumsNCtbYKPlT+deN/Dbwdc6zdnUZYM2sJ+X3avaTaPCFVl28fJ7+1UZNmgdTRomWeASeoqFHtGy0TtCQejgkfmM1nuxz1pLSJru6SFPvSMFHYZNMRqMTPGGlBf0kHXHv6iqTqDlTXTtpdjEILCe7lEpHAXADEkn0NZGs2LWFyoJyhVRn1OMUAYLxtE20jjtSY966608NQXunxSSyuski7gBiub0+z+1anDZzEqHbaSOtAFYGgcVoaxYR6ZqTWyMzoqg7j15FWdB0eLVJpllkdAiggrjnNAGTjPTJ9qeY8xb1OecEeldA+j6Gm5f7VO4D7pYdawuXBYH95j5h6gd6AICTio+pqVgD0pi9cUAPHFQkgE1PwKgPDUABPzKB3NXYx8xPOSaqIVMigrnmrkIyKAGSbCijkOM/Q81WJ+Yip5B8w/H+dbyeH9PtbKKbVbqaJ5eir2z26GgDm+eopnPNbesaKmmtC9vI0sE33e5q5pPhyC/tWllnYfMFXy8cEdQaAOeTauNy7lPoQDTGcbpAADu4z3HOc1o6vZJp19LbxsxVMdepyM1Pr+jw6THA0Mrt5uc78cYoAn06KW48QxCfIk80u5I7jmukjnF1qWo2ch/d7FVQPQg7v51JbwRtqk90MZ27R/n8KqWusTy6stnNAiI+drDOcAZFAGZ4XRo9XmRl2lYmBB7HctZl+/8AxMrsEf8ALZ//AEKuksofJ8UXgHIaMvk+5U1Ru/D15cXk0yrGA7sR83YnIoAs6Giy+H7yNnCIzOCx6AFRWVeaXa2tt5keoRXByBsGM4/AmtXQYjLoF5ChBZ3dRn1KCsu70W7tLdp5QmxMdG9TigDI2sPuU/CeSp3/AD5IZe9KwNNO0jBFADQRnvSjb2zTdhHQ5pMkdVoAXNOBGeaZ6UooAdn3p9tO1vdRSqMlGDAfQ5pgXNWbIol9AZtpj8xd27kbc85oA6qQW+vQRz203lXERDL6qfcVzOqJfvfLHekvNgKu0DkdsYrfvNMuRq1vcWMaJEMbiuFA/Cn3yR3XiSxVRl4hucjtjkA0AWGk+y6hptlG48sRsrD1AX5f5ViT2ph8VqcnDXCv9ckGtS91prTUWtxEjRqVDMc555NJq0e3XdNm6h3C49MH/wCvQBleKITJrIYEYES/zNS+FI9mpTEnnyT/AOhCr2s6PdXt750IjKhAMMcVV8P281rrlxBOFDpDyF9ypoAZfaXZhp5hqcJlBZxF8uSeTt61hMxJrduPD19LeSSgRlWckZbnBNYrYzQBGIyetOClSCDh1OQaeKOlAEBiO4txknPFa1vfJ5QWYGNv74GR+IrOpRn1oAn1ZPLha4UAlxgY6MT0NVVt0hiSNewqG8kYNbRByA8wyOxxzWiUyayqvodOHWtyhIuKqvFwW7CrepMYLV3VcuBwKwrzxIIdNQXEPkSbfmD9qwOq5zWtSu0+CeM1QgRZpQlOk1XTtRuhGt1GJOeHJFNtAY9T8jrjvSGa8GmqSFIyKdcaErqdtbVpGdo4q7sHcUxNHnk3hWMT+dysnqK0hH5cQU9hXRXqKCKwbhgAaAM6YhQTXKX8oa7cCujvJR5DVzFvA13qGD0zTW9yZaqxUnkKnFWNA0V/EOsxWgJEKnfM3+yK27vw9YwyCa4lIyOIxVvw1Oui6tG1vAAsjhZM85FbRepzzg7XPb9EsLXTdIgtbVEW3RQFxV2WJJVIZcg1FaOpgjbAG5QcAcc1ZPJHFanMc5dKizSKo4BwPwpdBVv7UidekbbyfYU6QbriQHu5z+dX/Dgitna4nC7TII/moA3bi1tdZkF1aT7LuLGPYg5GRVS/t7i7j8mc751woPAyfwp9zpl0uvQ3VlGiQZG8qQuMdQRWrLtk1ONRzsXLUAQvOttrNhZJnb5LDHt2/wDQaxPsyxeMFA7Tbh+IzWnqOsS2WoxxeXGYSyqzkEkA9aS/h2+JtPlwAHBH4igDnvFjAa/JkH/Vr/Kr/gs/6Rdc8bVqbX/D91qV+08GzBUDJbHQU3wrazWOqX1rOF8xEXO05HPNAFS90SwVLiZdZgZxufywVyT1x96sJHZCCCRg5Fbc/hfUmmlcLDtZi336w+OORigB8n3wwGMnpTO54p6OoIVh8nemOMZAOQDjNAAMHvUUgxJUykjFQSf6ygBFH70fia0IT0P0qlGh8zPtV1FwTQA1o2cjDcAck9F5711v+j61aRWd8dl4ihh6k4+8vYg1zJkks4454H27wyn69O/sa6HUrFtQ0+zn0uKMAHftTCEZ/wAKAKetrcWcUFpLI00YIKOUAAAGABitzRYDFotsGypf94dvucj9Ko6+XOmWFpI6teSSIPqcEE/masapq66NJawpGrRlDkdwBgLQBS8WWiEJPjEm3APrjnFQ+NOLew+r/wBK0dXna48OCeJo3VlUuRwD9M+9M8R6Tc6tBaLb7N0YYnecdQKACOVhkK5H0NNngEwHzFZB91gcEVz8OozR4BIYVrWuopNjn8D1oAzZ3vLWcs00hOMB95yR6U3+0LluPtMwP/XQ1s3EaTR8jNY81g24+XyMdDQBGlxPCCIppIxnOEcih7q5kUq9xMwPUFiRUALR5zng4wacHU0AJ16min0lAEfPpS5wKfikK0ARld1RnKnpUwSkZQ2RQA1VY4FOYbeuDSKWC47inKQ3Uc0ATQX94gWNbq4WMDChZGAFSRPJGxdJWVj1IJBNRDFJI+1c0ASSSOxJZiWPUk5qF7+4eRR50jbDkEuTg+1QTXJIwOM01IyFFAFv7dd/8/c//fxqVLi4EplE8gkIwzbjk/U1AAAKcvSgC0l7dmQ/6TP0/wCehqFgM0IcbqXvQACg0AUhZV+vpQA7AqNpOyjNIxMnFCsFBCffPBb2oAo6gvl6jp4ZsyeYSQO3HetZp0jUs7BQO5rA1xjA1q69Q5/lRq0rXukxiJj855A747VhU3Omi7Ip6lrU18Wh0+JpVHJkx8v4E1yuoXl4bxba6jMhVep70l3d6k4e2S0kWKAH5Rjms6TxHq0KoCjx84CkBmFZnUldXLMqQbt4t4RJ2cpkitHStMb7QbqaTzJG6Y7VhLraXuFuBiXs2ME/Wr+m6q9rIFlOUNKwN23O7thhVp88wUVnQXqSRh1brUc85YnBoC6ZHeXNYF1Nknmr13LtBya5+7uFweaBNlS/ulWMp1JqpZ7reBroHkHgVWmcvKTmp0vvMmWwWPEauCxPc+1AGrpiy34uLm9X98pO09tprX8NWa3syM3RX3VDC8cdi8q8grx7muh8GWTw2Jkcda0grsirK0bHpGk3G+02HBKAD8O1XEGZCx6CsXSZCLgpnqP5Vrzyi3s3aug4Dnrok3UpB6ux/WrFu6C3VSpbDFmHQAnuTVM0qStBKrxHBoAtTarfJtjiuWjjAAURMQMVoW0z2IBViR0cZ61WSK11IHKeXNjnYcfiKFjaKVkZjz09DQBp3cK3tuzo2dwz+NYD3NyJV3zTFkJxliSDWrbTNaydMxnqPSo9VtEkjF1Bgg/exQBTW/uz/wAvM/8A38NVJ5LlZXninmEjY3MJDk49aRWx3qUEEUAV11K9PBu5/wDv41RZNLcQlDvWokfPWgCToOlSHLBWxwePyqP6GpVfbC6nkHn6Ed6AIwSQajmPSpNpA5FRzZ2g0ASWz4MinOCgB/OrkeMkVnwcy/lWkg+/gZwKALRg8/Rmx1Vyw/Ams6C8ubYFYbiSJCeiSFRW9YjdZYP3CGGMY71hXUBgmdT68UARvNM8/nNM7S8HeXJbj3pk0ss53TSPIRxlySaOaDQA9L6eO3e3MjGMjG0kkU06jfDpd3H/AH8amHFNPQ5oAtsCKVHZcEdRUuMCmgqeNtAF+21XgJNj61L9ugMmS/H0NZZROWyahOScgUAbJ+z3DA4QyAnvjgVm3MQilIUjBqFVJ+7nNOUMW5OcUAHmNmpFcHrwalGn3syiRLWeRWzhhGTmq/kuCQVII6g8EUAS5pDTkgnaMMsLn3CEiog7MwQKSxPQdaAHEGkwBRLvh/1sbIT2cEUQeZOxWKJj64GaAFpRU32W4/595v8Av2aj2sCQRg9xQBC7AN17VFLKSuOM5qxIFK5IqjJgkgcelACxjc30q0vSokXatPUcUAKSeBRznNIFJ5NKFagAU/vQcdjS7x/dNNLbT71PHZ3VwokitJnTn5ljJH6UAR+ax+6MUiqSSTR5RWQq4KkHBBGCDVqGznnjMohcxAcYHWgCLyzIuQCsQ4z3JoO0DA6VJIzEiIBsjA247+mKhmR4OZY2TPQEYzQBg+Jtws4pR/A4pmnXMdwfs7nBHI/GtOa0fUIpIfLZty9AhNefC9bT9dZDIFMb7XB4wKymru5tSlbQ6W/mtbKffKCCemO+KyRrGm3k5RGjLe4rRumttTtySqn1yeKwJ/Btof3pGM+j1mdinZWI9Qt7aaN0VE2E5ygxVC00w24wGZh/tnNbkGj29nHzds4HQE5pk9/DBE4ipWFJp6lm0ISEAmie9VQQKy1vvNhBHeoJJwppWJuSXM7vIcmsO/l2hqvSXC8tmsW6dpmwPWhA3cZaKkt1H5rALuGc110cDwxFEjTkY5Ga5mw0+a+vYbWBS0sjBQAMmvXLLQo7CGOCYN5kaBW39cj1q4wuTOpynJ6T4fu7ub985EKvXeQQpbxLEgwAKuW9u8kI8qFiBx8ikikaDDFdp35xjvmtoxscs5uWo+yfbeRN74/PitHWC7SQ26j3rJkhmh/1sbLnpvBGalWS5nIVC8hCkDHJxVEDJAkUewcyg/M39KrPnAq2bC5GcW83X/nmarSIyyBWQoc8gjFAD0doypzjHTFakM63gVJeJf4W9ayiKVXYGgDZBKsVcVLbziJmQgmM/eWqsFwtyoRseaBwf7w9KhmfBUKxD5xjvQAzUbP7PNuXmJuVNVQ1bKcwmC4+aNv4u6Gsq5tntJijdOqt2I9aADAIwaozwlWJFXFNTrZXF1GTFbyyAHGVQsAfwoAykapARwabcQPbzMjxspHVSMGnwRTTAmKGSQdDsUmgBMHJ5yKZLzGakdGVtrKQ4PQjmrkFq5zDNBt3A7TIpHNAGdaHMn5VrRlfLkGOTis+0tJ/NdRC+Q3YE1qx29xyDbyf9+zQBoac3+gqfc/zqvf2qzxMQP3g6H6VZtFMFiol+U/MTnjHNKhS4Z0Q8rjPtmgDmCDmkxzV/UbJ4ZWcL8h5JqhQAhpGFOoFAE+XPen5PAp4UdBShRkYoAYEHc1IqACl2gUuaAAKoFTWcccl9ArAHLDg9/aoCTSwqZZkQMFJ7ntgZ7UAaEAW5RZbgeZvk2ySlyDGDgA+w5qvqDFbaAyPGZuVbbIHJAxgkgn1xT3ctNC6XCC6l5jnizsckkYYEDBPr0qFIUvJbWfbtEkpSUDoMYJYDsCDQBJIjfZLra7IbSKJE5Iw7HL/APs1QOpXW2ZBgPmVfYMu4fzq1bO0sVxI0F0zzNIzGOLcjFkIGTnsS1Nhj3fY5T2Roz9Rk/yK0AVJ0ea0s8kn5WyTz/FUtsDHa3G04Py+3enzDFna4/ut/wChUkX/AB6z/wDAf50AWJpUtp2URu2wjkynmqMshlmeY8FmLY+taj6j9iugu+9kMbA4a4+U+xG2sbNACFjmmmFWO7gGnZGctUuwqoZ/3adh/EaAKrgjjFOUZIFWZZ4SAEtkGO5LFj9eRUfy5J2gZPQUAG2o5JMcLT5JCoqAZNAE9nFHLfW8cv3HlVX5xwTzzV+ILODNcx+bIZSJSSQYk4AIAxj+QqjbW7XFwkCEbnYKM+9axjCGKaWdBcsSEmj3AZ4++CAc89aAIZoSYrfz5EMoYjO4P8mBtJwf97FWDE0sciI3yxW4YHOMkkP/AOglqZHH58q702zGQQzD7o3Ho36Nmp0mEn2iXyrjEkh4ji3DG1hjqOzUAVAyjX7Vyc+bJG+fdsFv1rPlLy6dbs7EnzpPfsla8Fji50yWSWLckoQDuwDbhj/vqoPslr9iiVrsYEj8gdThaAKVmW+zXpyR+6A4OP8AloleQeNrZ9I8bFmUiC6jjlU+5QE17jb29glvchZ2KmMbj7blrlfHGk2mqTWtkXknMduWy7g7AQMYqZOyuy6estDzSTWHaHbG6x7CCKl0bW5ryFkuGIEec4PcVkan4SvbIkws0q54HesZ/t9k20xMDkds9KxvfY63dbnRatq4ETRK7BvX61z76s7wlieaoXElzKzDyZMn2pItIvZCp8vGaNLak3b2N6w1MiNQxzRc3xmkwpqhHo8qAbpMGrEVkIjlnzUtopJ9Rd8lPRDgnuakCVNbWz3V5BawrmSd1RfqTiktXYtqyudx8OtCDmbV54BNHHwq5IO3u3FegaggS2VWnjlMcrLGySK5ZD0zgkgCo9O06DStLtLcTJG6AolxDuGGGCQwIHr1FPnge4yTGq3STrbuE6MxzggDvxzXVFWVjglLmepbtYA8Jh3spgs3nwCRljyv6baajCTUrKX/AJ6+U31IOG/UNT7aYNd3Mkcd08XnKEaGPeDGuRtOSOo21BaIT9gJBEkFz5b57AkEA/jupkiXAMunRZYn99JjJ9lqKwPlfai2QBD2/wB9akc7tNi/67yf+gpTbfmC7GP+WP8A7OtAE15LHBdeUI3b5FO7zSOqg1QuZ2vLx5SMEnp6VotePblIvNv8CJD+7u9o5QHhdpqtNIJ7qaYJt8xy5Gc4yc0AV0jP8VOZU7gUpfsOauWejS3AMtw4ghC7iX6lfUCgDPHOTEM7ed2cYrQRU1CIENtul/X3qlPIpAiiXbGv/jx9TUccjxSKykgjmgDThnZmKOu2Veq+tT7YriDyZT+7J+Ru6NUa7NTjDcR3KdCKYsjqWWVcOPvr2I9RQBn3ED28zROMEH8xWpJhp7zMImNu+2OIuQFjBOSoBHSnyQrexiBiPNHMTnv7E1FJCI1Uz3K+bE4RZ4dwZD2DAgZAxwRzQBHqECNZuvmpIElxARIrNsIPXB9lqO0tX8uG3BOBBLcEZK4ZvlTp7haknQzLLvUC5hYBynRweN1Wk2LfTssc8nlNGgaKLeCEIPPI67VoAx7h/MltJicl4lzznlTs/XbmrdzcGGa5dmJVLz64HzVSKkWKoVYG2uiPn4JDjgY9tlP1E/Jf+12f/ZqANKG9SUukLZzFISw9Apqu0gjEPySSM6bifNI7kVDYkedKdoUiB87P9w1saWTDBCfNu9oTcQJ8JyTxtxQBm6m9y96IAzcoq7Qc9FFP025eOV7eU85/HI4xV+6QXF0bgDEgYsD9e1ZqB/7Y3bCPX8sZ/OgDZeFJotrAGucvbR7SQ91J4rplAK9ahurVLuFlYfj6GgDlB1oPtT54nhkZJBgiozQBolCTTsYpQKMe1ADTSdMU8gVGSaAEORSwOYbqObAJRwcdAR6GmbqdtzQBfia3iVTFPbnaxeLzlfehP+6CKIJIUUwrLhVWTDuh+Z2AU8DsF6VTVRS5FAFiSVI5bfySJPJUBWx1O4t/M1ZV7SEsBOCPOLJw3yqQQc/+O1ndabzQBoLJCsSRGa2kC5wXic9aJHtXVkWRI9yDJSNgpYMaoHA5JpoEs8myBCz0AaEl1beYGmktGzjP7p8ms5ozPPK8IEdtvOGPAAJ4p6x2tuCZf38/oD+7H1I5NRvK8zLvbjGAOAFz6DgAUAS+ZDBlYU3N/wA9JOx9hVV3ZjlmJOAOfQcCnEjBVe+O1ASgAVcDPelYgD3NBYLURJNAAc9eppF3Z5NOAPXNSxxkkUAS27tBNHKMbkYMoIyMjnmr6GADCy2/l7i6JcI5ZCf90YNVNuMLxmlDJAqs2TkkAAfeI7A/jzQBeSeG3kw02c7meUg/M5BAx3wM1l3kwJt1il3eWpywyBuLE5GfbbTSWkLMxGcdBwPSoqANpL61ScymfcrXKSquxsqoJyPwBqKGe2ji2NLbMgYsMxucZ/D2rDe5jG4JmRx2QZpsAu7zONsKA4zjJpNpblqDl0N6e7sEWVVmQF4Np2RsAWDg8D6CuWfUk1S+nmiZWjjRYQw77RVbWXe23WsMpMroMv3LMcD8BUllax2NpHbxKAFHJHc1jVmmrI6KNJqV2MubYSqDjmsifT0Iw8YIroTVaWPdXJzNbHcop7nDanoJ2s8C5A6jvXPS295CSDnAr05odp5rO1KztPJLuuDg8iqUrkuCWxwSeYPv5px5NX5UQscDimCJR2q7k2KyipNO1GPTNdtLuUkJFKr5HOMU6bCrWJqPzQsacX7xE1pY+lbfULHVrUXNtNbNG48wpMH4PqCnWmRXcCXAzNvYyGaSXYQu8A7MDrgE14X4R16/02zzCcohwyE16BpfjCxvgqXGLWb0c8GutO5wShJanVXTxrBDBDJ5oUs7MAR85+vsFq8t1bLPJcPOv7yaOYoI2yrBsn2wAWrMheOaMbSD7igxHsDTINCGWGKIxfabaRN5YeZE5wTgentUvn2ZV08yNS8ZVmjjYLncCOv0rICMvUU5VzQBr+fbYTdNasQoUF4nzgDAoj059TvXFqAluGznoAKjsNGubsFlQAbcjccZB9K6WPZa2JS33IShZcp0J4HsTQBDaaNaWI81zuKZLSScD8BWHqusvdl4YMrAWyf7zfWn6lrtxcxtBs8sA4Y4wx/wrFz3NACEjIpQBg5pBzSnigB0UrwyB0PIrcQxalAGHEi/mDWDuxU9vO9tKrp+IoA0vLlhIVxgZ4bsDVyfyr0SECIS8NJHMHwSP4hs571G0qXfKsCCMBT1qAF4pFGcSD7jevtQBFHdwRXiM0u4tKHlkCELheQqjrioZpI1t4oYpRJh2dmAIHIAA5+lPv7YOpuoVx/z1T0aqCnafagDQnNvLHPL5wMksaErg53gqSTx/vVXeW2Nxc4urVo55t+2WGQ4yT7e9Riq11bliHQdxxQBrRS2skkaI0IkcSq7RxsB8ygLnPvWxH5cFvHb+bE2xcElWrmbdhBMAh3TN2HIT6+9asb5HXmgC3MyGU7MYwOnTOOarCBPORioO3p7VMoqJuwHrQBZhcng1NmoYUAGalyBQBm6tYiaPzFHziufIxnrXZsNy9K53VLNoZmlUfu260ASZowagZnH3lIPp0oEnqKAJGametPGCMil4FAEfl57U4JinGigBCKUD3pcgDpTS4FADiBUTSegpVEk8m1FJJ7CrDeTYg5Amuc8DjYuD3B6n60AVNq7Q0zYz0UfeanG4kaPykPlxd1Xjdn+8e/41HuMzF5WJbuT7U5w8fG3aP1oAb0J4qMn0pSxbgE4pyJQAsa4BJxmhmwKVmCimdetADCOSSaMZOcU/rTkTNACxgDkrk1ZjToMjkd+wqNcUrTwQjdO5jiHLt3+g9zQA+QxwIHJJjzjI/jb+6tU2Y5MspAOOBnAUegqrLeTTyb0jwD9zfnCj2BqNot5zKxkPv0qHNI2hQnLUnN4vzrCDIfUdPzqEpLJzNJ8v9xOPzNOXin1lKq3sdMMPFO7EQLHGdqgBRnFX7HC2cYHpVRKntZP3Pl45Xiovc0kkc94mhe31Kyvf+WQkVZD6DsauAitK9gS7hZHUEEYrIEclo3kTZIHCv6ipYRHs1MLUM1Ql6xaN0PZQRXL69E5kJDEj0rbursKCAa53UZ3kzTQ5MxsUOQFpW4qCZwI6syIJ2LgCsu/H7irskgAJJ4qTTtJfUpjNOCLZBx23Gqjvclq+hZ0W0MOmjsZDuqxLZ7hWiUA4A4ximla25hqNlYbYX19YEeRMy4966a08ZTKALmEN7pXMkUlCm0ZzpKR6HZa7Z37KomWM+knGK24nihkSVNsh64OCvtmvH+Qcitaw8R6jYL5ay+ZH/dfmtFNdTllQa2PW7bWb+Sd0GJC/wB4FVA9BT7zUDLF+8BIUBSYycs/+znoOPvdTXBaZ4ztmkIvYzHnuORmugOqW94ALadJEAxke/UL/j1NUmmYuLTsxZHDSFgAB2UdBTOTSfSkNMQuaXdhQPxpnvSY5oAezZ9O3anqeDUWcUoFAE8Nw8LcHIzV6K8SaMJMcYH3v7uPWsmncHPNAG0kjJJyBvxhl7OtUr20EBV4smB+VPp7U61uROBA5HmD7re9WlZWVopf9W33wOx/vCgDKRscVKDTbm3e3kKN16g9mHqKYjUATpcGBsOnmRn04YVrWqW0v72KQmsbqKjDS20hlgYj1HagDpHj9KakOW5qrZamlyuCMSDqK0VcYHrQA9FFI5XmnqflpoXBNADOnOcCoZkEysuMgipfKZiAT8lEm2JdqrQBJLbITtdBkHmn3GgwpAzZB2jONuKkhDzXqFj/ABZI+nNaIfzZ54SeAAPzFAHOR6El1IVjnMeFznG6s66tLi0lkQgyKrEbwPSuo00MLl8/3T/Oql1KkMsrSygDc1AGdp2mLqFk9wbrylRivKZHABznIpLzT7W3tnli1KGaQYwi4ycnH96tiwMN7pV2sZCIzMhY8fwjk1h32jLZ2xmF3HKdwG1aAM7LMeBmnpAzMNzKue5epLaFwpmVisgGYwPvHHJI+gFSGW2+ytujLTt0KfKF/oQaAIZLg2/7q3fGARuTgkE5wcf0piKwVt+ACOB1PPNNRMYNKzs4YB8RgZ5PXHAFADMjn5cD161ESTxninkc4UnHbIxQExQAipipY0Z3jiQZd2CqPcnFMyAKW2mMN1DcYJ8tw4H45oA3j4ctFIjudQC3Lj5VGB+h5NY2o2MmnXTW7nOACreorprm1h1oRX9jOBPFjAPTg5AYVgag95c3f+mriVQEwoxQBesPDv22ziuDcmMvk7PLz39c1lxxr5yRSuIgWwzH+Gt/UtXXR5bO0hAlKREOg7AABSa5SbNzdSXM2C7sWA7Lkk8VLkluaQpuQ68lYTvDaS7owP8AWFMZ+gqr5S5BfMhHcmpjTGIFYSm2dsKMY6jaSjNFZNnQ3YSlFFKKZLZIhwakI2nevIPWoRUyHFUmQx3mBqgmVZFwae4A6VCzVLFEpyQOvuKqTKwUmtRjVZ6ho2icrdFzIaoSQSTGuxkjjPLRKTUbG2iGfKWkkU43ODvYzbxEtWSsN1qExS3gdvcDiu/urqGYkLYofqlUZJbtyEgiKL6AYxVEuHcw4PDSxMDqEytgf6tK1CVwqIMKowBVuDS7u4PKke5rYtNBhhAM58x6adgUTmitMIrpNRjtIVKQxKZKzBpjyKDnFPmG432MvFGytP8AsmYehqSPSblzgRGjmJ5WZBjJpjRMegrek0mWAfvENQ/ZP9mmmPluYjwuO1ENzNbSBoZCpHoa2XtOOlUprPParUjOdK513hbxDZ38gstSmeCZ+El4210V/aNY3bQMwcYBV16MDXkEsTRtxkEV13h7xHPeSxWN7IZJAojiJ+vAraMrnDVpcruj0ey8Mm7s4p2uvKZ13BPKzx9c1j2Vqby/htd5j3nbnGcV2hmS11bTrGM5HkOuM9gBj/0GsCKH7N4x8rgDzywA7BuRVmBn6lYHTL02/m+ZhQd2NvUemTU+k6SNWeRfP8rYoOdu7OfxFSeKf+Q4+emxf5Vc8HZ+0XfP8C0ARNoNigbOtW+R1HH5ferBC4roLvw+sQuJ/wC0ICVDOEI59cdawVbbkgDPY+lAA6Ee1adtci9IViomUf8AfVZ7PuPIqCRtrBlb5hyMUAbssImjEL8f3Cf4W9D7Gsl42jkKkEEHBFWYdT89dlyhBAGGA6n3qWRDdgMhDTKv4uP8aAKKtTzyKr9GqZWxQBEVaKQPESCK6+xs9tlDNqFwsLyAEL0684571yzV1J+y+JNPiRpdl1ENw9Q3QnHcUATXNubUr84ZWHBqW1tRcKzl8AEAcZrHlvL20KWd8FO0DyXQcOBx1ragl8jSYZH6u4bj0Jz/ACoAhmj8mQxkg80y9s1t/L/eZDZ4qfU1xOr44K/ep+qfdh7g5oAngRTfTOvQcVHDfxS3YiVAC2fm+nNczcavMuVt5mA7kEis4XEqzLKsrq4PDAkEfSgDsrac/wBvXFtzhY9wP1IP9aw77RtSuL2eUQl0ZyUzIv3SfrVGCW8nuDL9qlDBcPIZDnbUkuqXIASK7uCO7GRsmgDY0OJpPD15Ggy7s4A9yorJk0i7tYWnuINsaY/jX6DpWpC7xRZMskaH5iqkr9TxWNdXs8wEX2mWRNg3B2JBbrz9DxQBFLN5xBdhwMADgADoABUKyDtTFQs2M9uaUp5bY6//AF6AHdfak68A0HPQVIqUARqpHOKcSBSscZNR5LHJoAOvJqa0SN76BJh+7MihuwxnmoqVELZxwB1NAHSy6Zc2urwzafDsgwN2G49wcmqnie8WDUbYQ4NwgyfbByuaoHWr61tzGly+OirwT+BNUkjcl5ZnMkznLsTkmpk7FwhzPUCHLM7uZJGOWY9zTakxTHFYN3O6Oi0IWOKiZqdKcCoM5rNmq1VyQGimCnGkO4uactMpy0xEgqRajFLmmiWPbpUDdalJ4qFutDEkIaiZc1NTSKk0TsVzHmmfZUPUVbC01hSL5n0Kn2KL+7Srbop4WrORTRgmgpO+4KoFKTTgKYxxQCZm3MCiYtjrUyRFkBFLef6otUlg4aLHcUFpkG4JMAa17P8AhrOvrfMW5RyKm02YyRjnkUBJ3RrPGjgh1BqsbC3P8AqyDSOcUzG/YrDTLZuqCmTabaxxkiJauq1R3rbbSQ+iGmg523Y8/gto72+lilHG5hWPKj2F8djENG/B+hrV0Vi94HPeQmqWojzNSuvaQ1omTOPMrHrvhnxnDqMFm1xbK06gRvOeq1vahbqniqwm6eaMH3IrxLw7qZ0+9CMf3TnDV6ab25lMczXMrFeUYyElc+ldEXc8upDldma+u6NfXepvPBAJEKAA7wvIHuak8MW0lnf3kMq7ZFRdy+meaxjqd6B/x/XGPXzWqv8A2hMkzSLdzeawAZxIwLYGOTTIL0+g6o08sgtflLEg+YnTP1rL2tVganfv/wAv1yP+2zVGpwOBigCMRf3z+AqRVUcAUtRtJk4U496AFkVV+bd+FOsJf35Uvjf9z6jmkKYGNhz3/Gqrr5LBwxGDlSOxHSgDVuoBcRtOoxIP9an/ALMKz1IHWtZZd0cd7BxnlhVa7tlEfnxAeWfvD+6f8KAIFwcV0uoaUHgtrnSIipPzEo5BwRwRk1yyGr1tqd7Zx7LedlX06gfQGgDb8RRvLpNnDJg3byKMcdcYNWNY1SHR1toPs4mXacAt90DAFcrLdzzTCaWZ2kByGycr349Kr3M007q08zyuBgF2LcfjQB3N86XmmQXSg4bDfQEdKsX8M0yReTHuxnPIGPzrgba/uI5I4PtM3k5A2Fzt/Kuh+2XWOLmXp2kNAHPjrVy2tBIDNNxEPwp9raLHH59wcIOQtRXV005x0jHQUALcXXmDyoRtiHYd/rUumWommMsg/dpyapIrSSBRySeK17o/YrOO1TBkf7340ALczNNattG0zMEXPGM1kMRLO7gcFifpmtG8/ctDErMPIQtuHUN2qhEo78ZoAsyRpb264K7nGCDyeeQfyqsysdvsKm8mR9z4PloBmr1lbRT2cZlQEkHnv1oAygFUdacpywCgsa3P7Ltc8R1IsUcPCoKAMc2beUXlIjAGcVTatbUZf3OCRknFZaoTQAiIZDirskKxWhY/Kqj2yxqFHRI3LHAA/AAdSarNO1wQxGIx9wH/ANCNKUktxxi5PQbHGzytK/3jwF/uirEpEa5NEABzWXrV4PMSBfUVhKdztpw6GgGDDIqFyKI222gNVGmJrNs1URbt9sOaqrKrKCDUl8waxZqzLGQGPb3FS2bQV0acbZNTEGoYBlqssKCW7OxFUgplPFMQ6imUuaYmh5NMajNKRQIYDS0xqAaQ0OprU6mmkWmRnNEYywpSKdCP3lItuyJiuFJrOvbgQr1rSlYRxMTXLXc/2i/WHtuFAQd9TcWMTWgz1K5qlZl4borWpANsKD0FUJEIuCwoLNMqGUisu3329+ygcGtCJsgH1qvexkFZl7UCZpq+aJmxHVa0nEyg96bdyMM0ybalyA7hmmakcafL/uGm2TZipmtOItLmJ/ummjNq0jg/D433Ef1qtKPO1G5PrIaueFhuuz7Ix/IVXtUZ7h8DlnOKo1M85SZga7zw7qDXtmIi37xBiuV160FnfIB3UZp2iXpstRjYthGOGrSErM48RTvqj0Hyzt+Z/wAKQRt2qdfLKhgRS7l9a3PPGpFtHPJpSw4HemtIcccUxivO38zQAO3PXNIuOeaVHaNgVx+PNRknPtQBbDgoORn0qytmgt2mnYKuBgYyT9B2+tZib2wB0qWQlV6npQBLYSm3ma2YZjk+79fT8asxSmGVlODGex5BFZrYkjwRV+0kMi72XcUbDf40AR3UAhKumTE33T6H0NQBuxFar7AGHDRN95QeR7isy5gaFsZyh5VvUUANOetIcEYpu/HFGaAItpEladlqCRqElzwOD61nlagkJzwaANae6e4bkYQdBnNQ96QdOKkjUySKqjknFAGjpVuCzXD/AHFHFERN5qQY9M7vwHSrN2RZ2MduvUjmq9h+6tZ7g9hgfhQBWupg807Z5LBB9O5/SpdP41GP5A3JUgjIwRjoaqFv3cShu7OfYk4/pVmwOdRt+/zjjOM0AaGqo6wLGq87d83HJxwuSO/PTsKkshttIuOdtQC4a9RJpZpw0s/lhkk2rF0wTWjNu8mMsQZDkN747mgBN+ByaY58zHy1bUSCN9srL5aL0JAyTk0yV0guCc4Jyw+mMigDm79912VbonGKh8zsqir90Wu9Phnd2aVQxbPPylv6GqttNJBb3DRSNG/HKEg9aAM+c+bMiO3AwxHr2FNkc4wDirGoOz30pMssgTCgyybzxWbKWZvlrnqPWx3UIe7c2LZTHbMx7iuO1W6LawmD3FdgXCWSBjztrgNRl26nu7ZrJs6aUL6nYq2bMfSqG/NSWU4mt157VU8wCVl96ls0tZ2J5ubKQVlWXEjVqk5t5f8AdrMtl2yUFR0Nm3HQ1O4qK2HC1O45qkc83qQ4pRTiKKLCG0jUtI1MYA04GogacDSTAHqINT3NQ0mikTA041CpwamBoBojYVLAP3lMYU6EfNSKb0GapKIbNmJrlNNIn1At710HiGVV05s1g+HcNNIaAhsdUhwAKglXMlSimvQaDozgAVIxBBBGRVfNBepGkRKTbS/7BPFJd3G4EqadMC0dZkznzAKsdjptN/1FZ/iiVV0yb/cNaOn8W6/SsLxdMq6ZLn0oRz7yMLw7+6tL+47LEVB9zVjw7ZCbUUlJ4T5jUWlo0PhZnAw1w5rpNBsxb2O8r88nP4VTZpaxzXi0f6bH9KyEGa3/ABZbSNIswAwKxLRckU09LkTV2dvoF2buxCscvHxWrjmuV0S4W21AL/BJxXX/ACGumDurnl1Y8srEGQetOSN5CdqM2PQZp5i5ABrVl3K10p8/yreUIkEUnlhVyQWPB/E1RmYjkg4x+FMRWetm9tnMDmeTzXjm2xSFwWdDnr9MVZsUmWCOGGSSPMUk7eW5U5xhQce60AY6KFFQycknNal2xee3nYkmSNSSeuV+Un8dtJqM8s4ulkldgt0QoYkgD5ulAGQh6DFSr5iSboHO7HUVPpxaO7kdWZWEMhBHBB2mr6ak8CW7yT37u6bzi6wOpHQqaAK0vnW1yInIbgHipditGYpVwhPyn+6affSR3V2JnYhAi7SfmY/KOp9azRcySzAHaAvTFADZoniZlI5FR5IPWtNwJ4sN6fK3ofQ+1Z00ZilZGGGHagBjNzTCvmUNiljHegC0CMVraRADK079E6fWspFY1pQ3YFp9mQYbPJz1oALufzzJL2JwtOuG8jS44QDljk1XO8lVBIBOOuMVLfOqzQoo4hUHBH40AVJeJ5BwQvy5HfHGaSEPLOiwnEmcg5xjHOc1F0FS2sgguo5Cu4K3I9R3FAGsqf6RblWWK5lGWCENHLk+2QCfTpWpsR2hKjAZtpHpj61m2sY+0RKBBMkJ3IzvtdO/K8VpLNGmd8nCBiXOQpJGMDHXFAEgnRY3Z2ALksV69RxWTNcvPNA4J2FWRvquf6Fabd6w6zxLbTExIASVJAY5zSRrbqrBbhGVZSyEBuEIIJOR/u0AQxzeVFaZbCOro/8AuliDUNxE9rBeKSCFxhh0YZ6ip8wrEkLy2cgTIBfzc8n2xTtXEMmk+YrRqZAqkjfhm3ds0AtWYcu7yUyxLkcn1NRRD94KnkJbtRboPNFcs9Xc9OGkLEt4cQL9K8/1g4mJrvdQOIK811eRzePzxWT7HRQVkdHoF0JIQpNSXDbLg/Wsbw3Id2O461q6gcybxyKRolqXIZRNHIo/u1BGuJBUWlvmaQf7NXWjxQKWmhftegqw9VrXotWXrSNrHJN6kZptONN9aBJiUxqdTWoLQyjJpKWgY1jmm5q5Z2JvS4Eix7FJ57n0qP7ExtHuN2Nucr3yKQ00VxUsbcgVMlikklskU+TOm7kYAq1a6SDeTQvMP3cYcEdDmhIHJFVloi4atGSwxpwu/MUjPK9xzimSWYjm2K4P7rzP0zRYlTTOU8US/wCjhPWs/wANjmQ1oeKbYx2sMxfO/kAA9/eqHh3IMnFDVlc0g9TpAaY5o31DI/NQbWHF6ieUAkGjeKoTyZlNIbRqA5hrIuG/0hR71rJ/qB9KyZxm7H1pgdVZHFqn0rl/GpzprL/e4rp7VsW6j2rkvGT5hRf+mi0zFLVl7T7NZ9NsIekSL834VuSTpBEOOAMAVk2Ey2+mQ7uu0cVRkkm1C4WKJv3eeTRc0e1y7qkP2+xlZRkAZrkbY7ZMV6FeRJb6Q8Sj+CvO0bE5+tUtrGUnfVGiGIwy9VIIrt7S4Fxaxyj+JQa4VDzXS+HZjJbyW+fnjbK+6mt6T6HHiY3XMbqksQorVZHXY08ghuFOwTxyBhkDgNjkfWsZcggDg1rebHMZWHkSRzuJDFJJ5bI/PQnAI5rY4hk8YZZGKCOeNwsqp91s/wAQ9KuLNHbahKGkVfLaOPkNhlQjd0B6lagjuIFuwZZo2Lyq8hQEoqryF980x7pra1RILsmQuzO0RZcjAAHOKAGNg2MYGCYp8FvUN0/9BamXnW8/6+z/AOzVNNLBIJ3Nyh85Y32bG3eYCCx6Y/vUO1v59wftFnLHNKZAJBKCOuOgHrQBVtI3JlIBx9nk/wDQDT0uPs8ECvc3A3JuAQDAGSO9XfNtDHFEJLdTslU+WH2gMoC5zzVQiACNXewk2LtDP54OOvbAoAZ/aIa7lfyUaNnYqrqpIpLu7cRl/IgjJ+6PLBP15qO4a2imLQYIwuAhO0HbzjPPWqru8pLMSSe5oAvRYe1imXOGX5vZhwadNCLlVQ48zHyNnGf9k1W06VUkaBz+7fp7NV7YDuib1yDQBjyRsrFWBVwcEUAVpTQ/axjH79eAf749D71mn5c8GgC+TxmmISp4NOJ+7RG4WTOPWgC5aq8k+SCE4+lR3EqTyyvhjv6euBwOTSmYwwBhxn7g/QsagR0ZgCQF9M9B1wCaAIXXn1HrUtuq+cplG5V5YZxkDtUk00JjUKG3sSTzkfhVV5UTK5Bzw1AGhYTRQieaVsfdAA6nPYUy5vHuSd3+rHRR2rNecElqPNPagCyIXIU8n0/CrMRYZVsk5yFzx9TWd57dSxqVbwHGeQR82e9AE0o43DnnnjFEsobTGjL8rKjqOfoalt5Em37z8nUA/T0rOkLBo15AZufpjNS9ioL3kPzU1unVqYFzVkABa5zvb0sUtTI8ivN9UGbqSvQ9SbMRrz3Uv+PmSs5bnVR+Ei0i7NtfA54YYrpro/u64gsVYHPQ12VpMLyxR85JXmpNk9SLSpmGsKvZlYGuhIzXLRlrbWonU5TfjHpmusIppXM6rsS244FTvUMNTP0rRKxySV3cipBSU6kCGCmtTjTGobsUi2tzp4Vc2OTjk+aeas+Zabc/2X2BGZTyDwKxXNBuZRj943TH4ClcqxtP5QYj+yACG2n983Wq7NbDrpAzkjHmnqKyvtc//PVvX8fWoxcS7lDTMATyetFxqBuQzWpVj/ZRwACf3x6HgVbhe3G7GlSD6TGsGNnUSkXeQGA2/wB8etaUIfz5B9uGVQMH7Nnt9aE7EyjY0i1uVCnTpsNj/lqajYWY/wCYfN7/ALyoUaXy3c3P3QCBUVxLPBJt+0BsgklPerTM0tTnfFBtcx2/k3MIwD97cOar6HZ2fmSFNSjyQOJIylM8S3MxVSX68H6DpWVpN+32uNCAOSc9+aHsbQWqOtngMC7vNhkBPHlvmqE0gCkmnl6pXrjyDWR0k0DiQZqpccTfjT7JiY6bdqQwakBqRt/o4+lZxG67/GrcMg8kCoIV3XZ+tAzehOIlHtXI+MH+VP8AroK6kNhRXG+LH3NGP9sUzO1tSzp90J7JB3UYrf0e3VnLY6VyOkk+aij+I4r0DT0WIHFCQpystBusNiwf6GvN4zm4b616FrLj7LJ9K8+T/j5b61SMUtC4hwa2fD0yR6uglOEkUqTWKozVm1cwzI+cFWB/KtIaO5FWPNCyPQJrV1+ZcEetQFXAyVOPWriMYbVHi3MjKDnBK8+h4qFpY3J3Dafpmuk8wr45pwIwV2j680u4AnaQ31FIitLIFAJJoAbSDGakmgeCVomIyMVNZWE99KI4E3Hv6D3NAEQ6UhzkYNSTRG3mkgZgSrFSR0yDTaAKxPJz60tLMMNmmigBe4I61qwy/aLcSf8ALVOorJFSwTtBKGH4j1FAGi6iVc98VBKhuJQC2JsDaTwGxxj61aidHbg/IxJUn1PVajuYA8Z9R92gCu4PmD6UKgMmScDqSKlmRlnZCCHU4I+lat34fmtbR5zKj7ACVAoAyJ0cy5fC8DC56D04piwITyT+FaOnWLajO0SMiFVL5I9wKrzReRO8ROdjFSR6g4oArLAoU9Q/Y56CmfZUxW1p+kSahbtKkyRhW24YU690KW0tXnM6MFx8oznk4oAwxbp1xTxbxingUoxQBH5UfpSeWnapKXFAEezHQmobs/NCW6hutWqp3zD90c5w1KWxcPiRKDUu/gVApBANO3YrlZ3FLUW/dGuC1Ef6RJXcXrZFcXqa/wCkPWbOylsYb9a2vD1w257ft1FY7qQTT7Gdre6V/egvrc6m8iyySj+Flb8q6SP5olaubvZP9C3qeCK09BvxeaXGT/rEJRvqKETVV1c2IuDUkn3ahVqczfLVnI0JS1Hmng0BawtRSDgVLTHGRSZSZVkqE1JKcGoScVLNorS4hNRk05jUbGmWkSoRVqI5xVOM81agPzUEzRe5paSlppmDVjm/EaZgFcvE7RSK4PINdjrsJa1auLbrQ2WtGmddb3Imt0f1HNVr1sxtWZpt4IT5Tng9K0Jf3ikUjdO5Pp4+U1YnQGM1XsDhttXpxiOkMrRNiMCpbYf6Rmq+cVZtP9YDQBoOcAmuJ8SvunjH+1XYTv8AuzXCa7KXvI8+tMXQuaTzdQD/AGxXocAworz7Qx5l8g9Oa75HAAoRjN6WKWsn/R5PpXCL/rG+tdvqZ8yFx7VxDjbKw96aJXwluM1OtUomq0rdKtDtdHaaDdSyaRHiUgKSCPoa2YpLS4ws6CJv7ydDWD4KsH1EXcImSPZh8Gr2Qehwa6U7q55U1yyaNSTR88wOPoasWdh9mBZ8GT9BWbZ3z2hx1B6itq3u47tfkYb/AE70yDM1aPEscuPvDB/CiDUZrO1aKGQqGTlehBPfIxVnUlDWj5I3IQetUbiPZaRSsFzIAQR0IHHboaAK0qN5cb/3s/oacpp0jf6GkWRwSRxUMcn8JNACTfyNRAYzU0gJrYtfDTPZJc3V6lsHxsDDPXpnJHJoAwqUdMGtDVdJn0qZFZxJG+djjjp1BFTaXos2pRPIsixhGC5cdTQBQtpCrbGfZGzdf7rdmq8WeSZ4ZQMiobyzTT5preY+ZOpXaVxtx6kVp3VhJYx26zzq8j58ph7AfKaAIrTdfa3EWC5eXew7cckV0ok+13WoWTHCiNV+u5Tk1TsLdD4ivZowpRBj6MafZapZ3GpNHFbbJHyPM4+bHrQBn+GARqMn/XI/zWs6/wA/2jc/9dm/nW9p8Pk+Jr1M/wABYfiVNZl5p15LfTsttIVaRiDt680AaOixGbQLqGPhnZ1GfUqKy7zRbmwtvOkeIruA+UmtTSEZvD94iKSxZwB6naKxpbC6giaSa3kVV6kjigCoOaXGaYZRzgUwuTQA/Kijf6Ypi4DcrnHahUyOSBQAFmPPWoLuJvIVj/eFXDs8v5Iz1AyRnrTZLaSe1eU9FG7J74pPYcXZplNWwAKeT+7NSCwuREsvkuUIyCBxioJXEcRzXLJWO66exnztuOK5LVFxO1dS5ya5rVR++as2d1PYwZOpqGrTxMSdoJqAoQaaRbaNRLzOm+U3JFWfCd2EvLy1boGV0/EVjoKLGdbPxLby7seapQj1xzSSIn8J6YpyBT85FVLeXMYqwGqjmF709ajFSr0pgOpG6UtI3SkxlCf71QOann+9VWU8ipZ0Q2EzUZ60A0pIoKHx9asw/eFVU61Zi+/TFLYvqakqNaeKZzsz9UUNbuCO1cFOu2ZvrXoV0oYEe1cLqUZjvHGKC1tcqgkVs2k4mhXJ5FYgNSwzNGwIosClY6az/wBdV6f/AFdZ2nyCUq1aMo3DFSzdaq5SYVatuADVaTg4qxBxGKAJbh/3dcJrD51GNf8AZrs7p8R1w2oktq59lWmJ7HQ+GYwbx2PZK68yYrmvDUZWKVyOpUCtxpQOtM5pMZeHcre4rjbobbhh711VxOpyK5jUBi4Y0Iq3ukcbc1biO4isxZVBq1bzLuqmxQfQ6nw3bvJqTgMoxC7Hf3xzW+w6ZrlbDedXswgJJfHHuMV2ax5610U3dHn4hWmysFckYUU6PzopA4bBFWsYpp65qzA0La5ivFKTKokIx06/Q1kSO4j8nPCsT+PSpuoNMLIODigBpi3LkOp5xknH86rEYarJdeBjHvVlbD7QCLUmU54Xo3vxQBUD5X6V1kqQeJtMQRzBLmLkr6MR3HoexrkZIXiIyOCAa6TVdMFtHa3ujQzZPJaIs7EEAg4OaAKGsXd+I4rG8hjj8kDYyg5YAYznNa1jKul+G7WST5WmnRj9C+f/AEFaXxFvm0ayMsY+2O6jb3DFfmAqzq11Z6Za2lvPa/aI8YUHBA2gDvQBkeK7fy9USYDAlj5+oq14vJENif8AeP8AKneIwt3o1pfIvoeucKy1L4ltLi7itBbwvJt3btgz1xQBSTU2jDNAGgLnLGPadx9wapQmSCZZbeUbwflPQ8/WqiuVNXLXdPuXCnP989aAHnU7xLppmmIm2bSdgBxTz4g1DtcH/vhacbF3wrFfYAk4+lZTABmAOeTzQBbt9XvLVGSCTy1J3EYB5/Gi51e+uoGimuN0bYyNgHQ57CqPegjmgBeKXPAzTBS0APDe3PvQDhgSAfUGmBqMkmgB5csRu7AgegB54FPeZ5AQzE5JJ9yepPvUVLxQB1WhTtNpEYY/6tin4Cs3VfDS3LNNbyLGe6noaXwxMfstyvpMf5Ct0vUtJ7lRk4u6PO7vw9qkX3Ydw9Qa56/0HU2yXg2gdya9UuW/e1iapzE4qHTR0RxU0cLZQi2jC5zirV1b2U9oxliUn2GKrXLNHM2KieXcpGKORHXJ8zTMdrFASobjtxXOalmLX7YjOICrcV1TFoyRzWS2mvLeyXDj7xqHFIbq30R3Vgc26n1FXQDUGnW5Syiyc/ItWiKhoSdxKkSoqelQBNSN0oFB6UwKc45qhP1FaMwyaoT9qlo6IbFcGnE000A0GtiZKsRfequlWIeopkTLwNSA1CKeDQc7RHMveuQ1+NRKW712MnIrntdgDREhaZSeljkc09TTDwaUVSEkbGk3BEwTNdJ1rionMbAg85rq7a4Etor9wOahm8JaWI5m/fbasRcRiqwGZMnvVgEAUiyK7P7uuMuf3msy+wWuwun+WqVlp1rNdXFzKhZ2IyM8VUIOWxhVmoK7L2kALYRIoJLDPFdHYeGtQvhvmxBH28zr+Qre8N2VpDpMBS3RTg8gVvBq2jStuedUxF3ocfJ4JhWPdLeyE+ygVzur+GbIBj9pmOfpXpV6+Ldq4HV5cLWigjJ1ps5B/DwyPKuif98U+Lw9Nni6jrRD4qSOQUciEqs1sFjbz2mpWsvmDeJFxjmuzOMcmuUiYefC3pIv866DzCapKy0JnNyd2TvKFqNpvSoieaOvAWmSDEt1NNJFO8txgbTnjApuxixGOaADnipFkePlSRimiNyu4DgNjPualOn3Pz5TGxdzgkAqPcHvQBcbVGuIEiuEE2xSELcEcYHI5p8OpahaQKlrcN5RJCxlQxXpxyDxWdHbSyqCNgHYvIq5/MipoAy5zImI8kLkHk+gGaAEutRv5ruOeeV/OjIaPcAACPbpRd31zfOslzKXZVwuQBgfhTrmcSkfIB6k9T9AOgqsTQBZ/tK8Nj9jMx+z/wBzA7HPWrI8RaqBgXf/AJDT/Css/XtTcACgDRgt3nbCir2PJlVF/gAA9z1py6oSvz26n3B21CWVw8yscEgYJ5FAGrKyw2jzjuvyn61zZHOa19Qmxp8EQ7qKyaAEwKTFLnmgUANNJUmKYRQA3k03kGnknPWnkoVGcE0ARbjQz7QSakEaGqupEW+m3M4P+rjLflQB0nh21e203MwxJM5dh9elbBeuF8LeO4NVgjhusQXJX6K1dab2EqDvpAMuGzIaxr1hJuFaM8yMGZTWJdXCRycmgDl9RhIZiPWqaRblBzWvcvFMX+auC1jU7y11KS2WciNcYA9DSOnnfJY6qwt1utR+zk8J8z1XvQBcOB0DEVpeC7dTozXpJLzsTk9wKyZ5A8zt6samaCi25HXWg/0KD/cFPYU204soP9wU9jxWLR1IhalWkelFSWSg0tMFPFIRDItZ04JrUeqE6ipZtTZmtQrUsowTUAfBoNky7G1WIj8wqjG/NW4jyKBSRfBp4NQg1IDTMWh5rN1KHzYGwK0DVWcFlK0AkcFdxGKY1AK0dWidJTkd6zgapbCemhIta+mXW1jC3QiscGpo3KkEUmgTsdOMZqQGqFlcGaMZPIq6Kk6E76le4OZKg0+4C+aNvRsU67bbIKoae5YSt6vXRQ6nBjHokewaKQul24/2BWlvrF0+dYNPhVjyEFSyarbwrlnAHuQK6DzS3fSf6O1efay582uquNdsHhYeen/fxa4/VbiCVgyzIRn++tILGcXOakjeoSUPRlP40gkxSAvLIQUb+6wJ/A10wz3GK5WIq8bc10sdwZIo2APKg880AWMEj7wpVZ1GMDHH1/PqKgMynrxTw2ejUwFleWbln49Og/IVF5LetPBP92gSKKAGiNh3p/mONmHwV6MAA359aUEEcEUcmgBnBOWyTTw4AIxijbQFoAaTn3phJU4qVsDmmxqXkGaAHIrE/dp/k9yamAAHFMeVV70ATqWlwoHNXIIkMUrAcDaFJ/WqUZYcLxu4JrSgB/s8esjEj25AoArakcSxp2WNRVKrWoNuvZcdjj8uKqHBoABip7OJJ7yKJs7WYbgO4qA9KfbiU3CeT/rc5XnGCOaANO2mmmWPE00XnymNBCdsaHjGQOvWql/DIsUM80JhkfKspXZkrg7se+asFXUnygkckoBa2JDRy4/u44/Dr6VU+zR3Etu0OVjnl8sg87GyM8+nPFAF0CSGzl2MoFtDGT8inLucnJI7ZqqyBNZOEAQsXQdtpXK/oaljvIJYrt3mSMzvIzRkHP3DsxgerVCr75bKXOSYmRj7rkAfgu2gBt1I0lvaytjeVbJAAzhvasvW7kQ+FNWdgMGIKfoTir1xJixtOP4W/wDQq5vxlO6eD7wAEb3jX9aAPPor63jiyqEVPB4uvYGCQXUgQds5FYi/NDtqE2rLyKQzsh471Xy9v2hW93SqVx4t1KTJMsf4R1zAyDyKc74iNAJF6bX9TlBDXj49E4qnM7XCibeWkA5z3FUDJSiYr0oNE9LHtfhVdnhG1/65k1ygmYjJre8K6wlx4ObYuDDE0Tj6CsbS7R7iFZWGFqJs0w6u2zsNNkMmm25brsFTMarafxAEHQVZZTWLdzq62IzThSGlFSWkOFKKQUooAHqpKOtW3qtLUMuBmTqKosea1JUDCsi5BjzQbJksMnNaUZ6VgwyHdWzA1A2X0OalFQpT6EzOSHk0xhSg0GmJHOa3AGBIHOK5fOCRXcalGpjORXF3aCOdsUJ9Akuo0GpUOBUAqVDVEFy0uDBOD2rokYSKGHQ1yg5rb0u5yDC1Jrqaxelhmpy+XJ0zisvSr60t4gbm5jiBYZUnJNXtWON59q8ot/mvP+B10UVocOL1aR67q/jsndDpwPtKa5KbUbm5lZ5pWZj1JJNUM4ApQ1bHG0WDKQMk1QuL1i3Bp1zMFjrHaVmYmgVi21y45VyDUsOtX8HCXLYHvWczGoi9IR0cPi/V45EAnUjPdRX0RpoeOxO2aeGKArHst/kPIOWYjr0r5YtSXu4l9XA/WvrfTrhrS3QToilkCSZdGSU4x8xGdrfXg0AyhqGn3AtpJLhMvFMEExXZ5qEHnnGSMUlnBIlvHDEuC0c05IVWPAIUcg91qxf/AGZhNLBb7HV9jxtxt/2gB7jkHNOhmittRmWWZY/K8qHBzyFIL4wD1K0CMi7DNcW06sMSxoSMAcj5WP4lWqxqMzuLrcikJdFU2KBgfN6UMFayh4BaCcoW/wBlsFf1DUt6qkXv/X2f/ZqAKunOguHcYysMjDIB5CE1d+2eXDE0124Z03YS2jIHJHfFVLGMebLz1gl/9ANWVkWC2t1lm/gyo+wxyYG48bmOaAKd7cedcM8S/JtUZICkkKASQKg88AgEGlvJFlvJpYU2xs5KLgLgE8DA6VCCwHOaAJHlT1FSwyLgtuFQGPzAM/TpUf2clcDgfWgC6ZXkUlFJQdWxxQssCwuGKmTPB5qgbZ/7/wClILfHbNAG5Cufb5WI/wC+Sav+asTW0XZI1L+2eTVNYm83YMbg2Pbn5f61PcP5Vu7/APLS4Y/gooAoSOWdmPUkmoyaGppbIoAQtTra4EF3HKykqrfMvqvemYBFKFzQBqQIUEbbYrkQMWhkF0kYx1wynmmWwCL9nWaJpUWRyxkCrvZQgUMcA461UWJMBuSKkCqOiigCTfLZSWkSOrCNQZBGQysxcnBI4PBxVqKxigAja4hISdjFiVDlWXBJweOi1Rz60YzQBfS1hFvFFLDG5TOGF9GvU56c1x3xRWGDw0iQYAeaPcvmq+CC3cV0WK5rxtptxqmjJb2oBlEocL9BQNbnlQjbHFLDIfut2NWkgkhkMM8TRyKSCHGDTri0Xy96jBoGRtbpKOazb5EgyobNWWMnY1QngkkkJJoBFPNLUpt3FNWJ2YKqlnJwABmkWkdf4Iumj07VrcH74UqPqMGuztIBBaRIB91QK5PwhZi2SRJR+9cqz120nyx1jUdtDooInsf9YRV16zrBwJsHvWkwyKxubtWZAaKVqbTLQ4U8UwUtACmoZKlNRPUsuJVdeaxr8HLVuOORWTfLy1BojFVypras5tyg1gvxI1aWnTKfl70ho6CNsipKrQGrNTcT3HCg0Cg1QkitcxiSIiuN1WERyMcd67VzXP6xbBlY460R3CS0OZBqQVFghiKlQ1pczTJ0qzGSCCpwarKasJSGhdRlaS0dm6hTXmNj816fZq9Ivz/oMn+6a4HSbcmWSYj5c8V00tjjxG6NMmgPT9opjLWhyyZVu/nBFZxQitWSJz2qs9u2KCSk1QsKtPEw7VA60hElgf8AiYW3/XQfzr6pjEc6ybQksEzCUKJ0idG7r831r5Ttzsuon/uup/I19J2sgmtYZG6MoOfqKAZuRyR/bh5zwb5ZVLr5gKIi84LdCTioWu5bG2VRJC07u7OyMsnBAA5BPP3qzAu5gA30J4FGDn1waBGu6KyXExlgKyrHKB5qht/G4bc54zJT2hjeW6EghmjkmMilb2NO59c1iA4pw4HSgDV8i3iKeSyRSOkqENdI4+4Ap3DAGSaPJieKISxRNIibcrqMSgjJPTBrHNNNAFq9WKK6ZISCgVf4w+CVBI3Dg4NQAqaipxc4HAoAkBI6GlYg9vyqHcQacHzQAsmSRgGo/mFSbj2qRSTQBo2rIrZdgB/Qc/zqK5m86QnnYAAv0FRhzHICDyDRxigBlIRzwKkUIeCTT/KFAFfb7U8YwKceTjGKCcCgBqllJ5qRZV6MtRgnFJQBPujpy7ZDhBz6+gHeoAK0bWMLJGm3c5Klxntnhf6mgClcB4pnQjG04I7iqF2xTypORskUn6VeuJDLM7n+I5qnOoML0AaGs+GbDVYd89uGJHDpw4rh9S8DCEObe9byv+mqcj8q9Yt33RLxjgU2e1jlByvJ70DbPCZvCt6G+WRSv97a1RL4UuWOGuEx7ITXuQsEEZUsWHvWdPZRxZzGKAueX2/gmHALRTzY7v8AKKsSrZaVCRb2aGbGFAWuuv7tjGYVbisKdI4Yy57UjaEXJXRz+hB11GdZfv8ABP51180bEYArmNDdZ9UumUcZArsnXERrnq7m9BWMiKQx3SAHoa3gcrXNZxegV0UPMQNZHTUVtQcVDipmFREGmJCU6m0tMY6omp1DVLLRCwrNu0LlgK1TVO4TqRSLRys6FZTmktpTHMDVi/jZZSTVHpQO51sEoaNWHcVZVs1kadMHhArTjPFIaRYFONMWlNAiN+aoagimE1oOKrToGibIqh7qxxF3F5U/1qJa1dShDKSOorHD1aMWrOxZjNW1qij1YSSmykOvubGb/dJrm/D+jXt/bgQRfJnlzwtdFdP/AKHMPVTXeeGNNRdNtkRcZWt6WxxYne5zun+BLdRuu5HkHoPkU0+fRNKh/cwaUJvfmvRhYopGRTxZwryI1B+laHG3c8vOgWh66MB+BpD4bsGwP7JYfnXqDW6f3RVa72W8RcDBoA8ovvClhCQ8tq8YPuazJfDNhJkRPIoPbOa6rXLua+nwT8qk4FZqKaAOcPgrfIDDcjr3SvX7FTHp1uvpGuPpiuRtFO6u2ijA0mwcDhoF/MDBoYmNBHNOFNFPpCGehoJyaD2px4oAb2pCRkU6koAZjmkpxFJnBNACZFNpT6k0maAH88cU9Seaj7U4fSgC86kSMrDBHBBrUu9Bu7S1a4eSIqoBIUkn+VQWo/tHXUYp8ss29l68Zya6ppftk+oWOMbY1XJ9WUmgDkLGwl1C4aGFkDqpclyQMZA7A1FIrwTyQsQSjFSR6g4NbHhc/wDE1l/64t/Nay9Q/wCQldf9dn/9CNAFuy0mfUoTNFJEoVtuGJznr6GnXuhXVjbvcPLCUTGQpYnk49K0tCRp/D15EoyzM6gfVRWPfaPd2cBllQBM4yGBoAzuaXGaQd80+NS7AZFAFi2jGGmYAomMDsWPQGrenoLq6MTEgnLmTPOB1/PNVi6eUFXIA5HHJz3NVzIyFWViGByD6UARSHLN9ajfmNx7UrMSc5o4oA6my5t4z2KqR+Iq0RXKQ6jd2K/uQJYx0V+o+hqsPHyvuX+zZA6tg5kApN23Gk5OyOxIrL1HgGsCbxzL5RKaav1MlZF5401CVTi2gA9CSan2iNPYT7E88R80k96xdalEdoQGrLvvE+oyljmFfotY2mXV3qninTreedjG065XsaSmm7HTGDhG7O40XR30y1j+0JiWU+Z+BrYcZhNW9VYNqjqOiIq1XAylZVHqVSWl31OZmO29z710No4aEYrD1GExTk4rU0xxJDxWSOqavFMvGomqWomqmZoZRRRQMShjSZpppFoKhkHBqUmozSKMXUotyniufcEGutuotymuYuoykrA0DJ9On8uYL2NdJC2QK40Eggiul0ufzoh7Ck0NM1RTjTRQaBgahk+6RT2pknQ/SgpIw7uIZPvXM3SGC4ZfxFdTedaxNWh8yESgcrVRZjPcz0kqdZKzleplkqxJlueXNu4xXrHhQo9jb45HlLg/hXjskn7lq7/wn4gj07wtBK6mSQlkjQd8GtYyscldc2iPRmprYArze+8T6xc5C3AgjPaMc/nWPLqGoMSzX1wSf9s0/aowWHn1PWXkVRk1h6rdKYXya85k1S/XpeT/APfw1BLr+oxLkzeZ/vimqqYnRkjdljEjFiKrtEKwf+EtaIg3NvkHvHV+PxJYNt3B4yfVatNPYzcWtzWtxtxXZwk/2Fp7FuNrAD6Yrh7XUbO74gmUn0713WlvHc+Ebb/npHKy/mTTJZEGXjml3ACnFFB6UhQUhDd49KAy9zRsLHABJxUbhRnDZ96AHtKlN81fWocL3I/Krljpr38oSE8574GKAIC49a27LwxeXlstwZIokcApuJyR2PFU7/RX08hZpYy3dVOTXTX9qvibRYGtZFjljO7Z/CGxgqaAOX1PTLjSpFScKQ4yrryDS6Xol1qqPJA0KqhAJkJGSfTANXNXuLm6tLeyvLcxTW4A8wtktxg1saWqaX4bgZnZfNuEck/74z+G1aAOTu7SSzuntpQN6HBxyKt6lpFxpaxNPLERLnaEJ7fUCtLxVZquqLPz+9jBP1HFXPFyhobLI/vfyFAE+n2cS+JL2SMDZEOCOzNViyv9Nm1SQW8cn2iTIZz0bH41zlnql3ZeYYZBmQguSMkn8aht55LW4WaJsOhOD+lAHQaXD5Him+jwB8jMAOwJUise+sbt9QuXS1mKmViCIz0JpP7Xu1vWu96+cybGOwcip/8AhJNSzzKv/fC0AaGh7/8AhHb7YG37n24652DpWPP/AGj5B+0C58oEZMgbH60tnq15YwmK3kAVm3EFAeTTrrWr27geCSVSjYyNgHQ5oAz+TVrb5amLkH/lp2PstMhTYvncZBwgPc//AFqkZdqkEnOefqaAImOASaquxLU+5kAGKrjmgCRRxT1pqDNPLheByaAA4AOTXEayhsteMwGI5wCK7YRsx3SflXP+MbfOmx3S/wDLBuf901E1dGlKXLJFPIkj+tZ14PvVPYTF7cZ7VTvS3zc1xnqqSsY110Jqx4EiW48d2AbojFqqXbYjqx4Cd08WCZDhkjYirp/EZ1n7h6nqYxq1z/vD+VRr0qKWV553lc5dm5qZelOb1MoK0UZGtQuwDjpVXSZzHLtJ4NblxEJYWWuXlVrG9Dn7mag64e9Gx1QNNaobecSxKwqYnNO5m1bQiammnNTTTKQlI1FI1S2WNptOptAEMw3DFYWpQcbsfWugYVQuYdwb3pD6HLGr2mXRgnA7NUFxEY5WFVgSrA1SQlodyjhlBp9ZulXHn2oOeRWiKl72LQ1iKikYbaWRqryP8tDZaZSuQDzWdKFZShrQmJ5rMlOGNUjKauc1cqYLh1x9KaktaOrW/mRecvVetYiSVaMG7F2R/wBy1XPDFw7yLbs37tC5UemetZTv+6NW/DL4vk+pqujMpfEjsTEDVeaIKK0FAqncthiK5zqexk3A6Vm3jARVoXUig1iXkwMvXirRzzdir5f2i4jiHbJq62lzSNlE4Nb3gXRhqV7LcMuYkr0u002ztJSyWtvuxyZIg/8APNdUFZHDUnqeUaR4cvrq4QQ28kr5HEalvzr1bS7R7PTY7dmzjlvrW7a6pcqCkLRxxAHcUhUADFZcbPh8nCYHOASe4x6GrM27jvI3rkJ8hz8xOBx7mneXDCRuJk9h8v6kZ/SmyTMSTn6sTlj9Sam060N8XO7CLj8c0CKbMo3gIuSAM1BNHjZwv3ecVcmsxbylZlwex7GgrHjotAFARLVtZ3EhZXIYgcgkdPpSMqf3qiIxQA8lmOSMnOSa6C/sH0hLe70uadwx+ZiQwx2zgVzoJNa9nr99ZW6wp5boo+USKTtH4EUAa3iDM+jWc7R7bl2QbccglclasatNp1jZ2lpfRSzRgAIE9VGMnketcpeapeXV3FcySAvEwaNQPlXnNMvNRuNVZZbiTJRcKMAd80AdJ4mKXGk2d6gOCRj6MM84+lL4ohnmjtBBFJJgNnYpb0rnG1W8bTxYNIDbgABSg7HNW/8AhKdVAC+enT/nmtAFVRwKDS44FBFACUlBooAKdEm6QDOMnqaaOTU8YbAVSd7cHHpQBMoDEuB+6jwFB7mo7l2iVC5IypYA+5xmn3EywhUX7iD827msuaZ55CSSRQA0nzWqSKIkqM9TTVQVbtUDXEYyAAaAGFG5AIyDyDTEG01syWaSjcWIk9RVf+zTkfvAaAKWSTxRcaU2oWUsEq4jdCOa1IrGNCGIJNSTSCKMksB2FAHjmmSNDLJbykh43KEVPeDO6l1eMQeL7tQuEkIkH40903A1xTVmenSd4nN3/wAq1a8C869M3pGaq6upUNUngmTy9Zk94zTho7jqaxPSGmVGIq3GcqDWXdKcg+1W7CcNHtJ5FJu7Y1H3VYuVmX9kJ1JxWrUTUFQbRzdtNJYzbWJ8utmK5jlAINQXFsrHFUSm05HBqTZtS3No00iobedZVAP3xUpNO5LVhppppTTTSYxKDQKDQMY1V3FWDULigowtRgwSaxpDg11N1FuU1zd1EVkNNMl6FzRbzybjYTw1dQTgVwQJUgg81t2mqvcRhGbBFDXUUZdGaks5zUJkJFQb6M0jTmRHM5ANUJMkE1YnJJqu/wDqzVoiTIWxJGynoRiuXvYTaXBXseRXTGqGqWv2i3O3/WDpVIwkYYkyK0PD3GoR/wC8axQxRircGt7w8mb6M/7xquhk3qjtlNZ982Gath4kit81g6q+IyawOib0Ma5mUmsmZWuLpIUGWZsAVYZtzE1reCbBNU8TK8g/dW43tWkFeRyVZ6HpnhXRk0XRkiYjzCNz49a2I4fPDuxJAIIFNMoMZwpAAwoFWYpSIAksTLg79z5+fHWus4W7jZQBGkGcbgGkPovYVXlfd67FFWL4JFsj37p2JaRge56DB6YqOCze82nBWHPX+8aAK0MUt5LtUcV0drGlrCI17dT61XT7NaRlN6qB271C+qQL9zc1AF3UZIxZuzqCR0B5BJrmmKkn5QKsz37znlAR2BycVWMx5GxR/wABFADCPcUYwBSb3bPH6Ck5A5oAUA9qQlqASKUGgBMtzkU1crJwKfupCTkUAOI3LuH41EVp+TnkHFBXOaAL44FNNICaCaACm9SKUU4cUACLzk1btwI1a4Y4C9D/AIe9V1XPHQdzTgUuryC3BKxFwD647mgCjczmSQ8Y9vSkQVqWxM6w4MMJmkMcMYtUdcgDhmPPf3qvdRfuYbgRCPzNysoGPmHUgdgQaAK496tWYP2gEITjv6VcCtFbOUSHFvDGz74UYsznPJIJ4DVPbxJb3z42hWdmRSOqdVoAVC7SscHYBingVOZBLBFLtAJBzhNveljfy4pGAXIA6gH+dAFWSRYlLGsuSV7mUZ78AVp3FzHHcMkk4O09BaIRWcCj3sjp8sYZmAx0FAHE+PrMWOr2VynR0KE1QhYPECK3/iOom0y2nH/LJ+v1rmtPkVohzXNVWp34Z3VjK1u3eWRwtZ/hZjFrij+8pFdHeWsks5dF4rGn0GdrwXMTmNiRvxxkCoW5tNXWh3kdxHqEb+S48xDh17iq6Sm3ugK5vwpLfW2oTG+AV2Ykn+/XVajbfaIhLDUve5pSelmbMcgeMGkasjSL0SBoG/1igZFagegbjZ6EUq5NU5oQckVfeoHFKwLcxkn+z3tbO4MoPrWZeWokG5fv02zvwuIJ2w/Y0GrV1c0jRTC47UbqCbDqQ03dRuplJARTCKdmkzQBDKoKmsC9tySSBW9KflqlIAeopJktXRy7rgmmbjGcitG/t9rEis9lqkrmWzNS0uxMoU/fq3mufQmNgRWra3QlXB60NFJjpPvVXc8YqxIMNVCaTEhppCkxxFQSdcVKpyKgkPLVRmzD1WwJYzRDnvWx4Qty99HleFRiT9ajYBhg12miaWmm2K95JAGc0N2RCg20JqDkFV7AVzWrTKVK55rY1iUi6wp7VyN9K32hwazijWb6FJ22oTXffDHTnNtNchebiQKtefzgmMgd69u8L2I0rw1aQAAXE0Y/4Cp6n6muimupwVnbQ05G2v8AuWOAvykcHjv7ZqsJMMzE/nzViSGQbs4U5xgsAQfeqJzkCtjnHlySDUjXMr4DuxA7dqiPStfMcH2lRtiht5RECLdJHdjn5jux120AZm8elG8VdvIW8qV3RFlgm8pjGm1XBzggcDjbT7ZP3EaIkfmNHLOWMSvlVBCjkHurUAUDNkc5IpN/aprpVa4glVVCSojYAwM9G4+oap9QYMtyvlxqIrkou2NV4544AoAob6DGh9ansAvnuSqnbFIQHUMMhSRwatidEiiaaZFZ13YSxjYDkjrxQBmFPQmoyGFW7ueOW5LRL+72r/CEyQoBOBwMmo8oaAK+4UZGKlaNSMiozGwoAcDkU7IqAEq9SA5NAFym4G6lJpQKAFUUuKUVG8oAOKACWXbHtHfrUNsJvtcTQZMwcFABk5HNMJJNWrORIbuN2BMYb5sddp4NAGhHDLCQI4GQn52s5VKn/eTuf51E8T3ctqVmkaOd9iiQ5KNkZFTQQSKYWME832dsxvb/ADI4zkAntS24EMaQ70MyLLIQGGAWUKoBPGR1oAdHLHNFdyb41jmkclHYAqFUlMA+5q9bKSlq+OTEFJ+gx/ILWUZham2i8u3YBQ0v7pGLHcSRkg9q3YY1ihQeYhVHIUhgcgjH9KAK87LFbw5OPvfzrPS4eeK4EYGAV/EZqSfE+1Zo2wmQpSdBnJ9DRuSCFordVEjIrEPKpIO4jGeKAHCJZLzNx9lOHHm4Emcdx6ZrKmLdAwxk5xWhPL9om3vEy5Izi5QAdvSsm4dIrqRFO5VcgN1yAaAMvxJaC80C7hH3ghZfqK8w0vWYpJ0hVZN6rhield/4yuri28KahPDwdgUN6AnFeYWdk+l6oIpQfmgVgexz1xWc1c1pTadkdxHchoxzUiuTWBFK/QHimzam9rIpZuKxaOxTvubl1bJPF0+Ycgiq2gXl7Bq81vczFjs+RT0ZaZBqySxg7xUDzob2KdCRLG25GFTY0jNI6DULZoJ0vbUdskeorUsb1LqNWXuBms6DU7a6tCCm04+eM9V9x7VSs7oWt6DEf3T0je91c6wioXFTqVeJWHcUyQUErQoyDk1zOtpJEC6dV5WuqkFY2sw+ZbsMUi0+gmi6suo2+TxIoAcehrVFedW14+lXwnXhM/vB6iu8guUniV4jlWAIPsaARZopgNPBoKCkNLSGk2BBJVWSrj1Tm4JqUymtClcoJMisieLyznFbUhqlKoYnIrRMwktbmXihWKkEVNLEUPtUJqkQ1Ye1w7dTVdmJNSVJAqGT5qpKwXHIMKKimFa62ykcCtKx0uJG86Zct/CKlysCjcztD0N5pY7q5TEKnKoerEV0dzOArAEbqSaQxq2Kx7yfPBPNS3cr4TNvph+8lZq5SRzJISe9dFeqXgYCubPBoSMZvW5ZsIRPqNrERkNKoIr3aOBoLdGlHzMo2fT1+leMeFYftPiO0XGQrbm+gr2mP97KWJKqg3OR/Co449+wrqgrI4azvIbP/o8IXkStkHqMDof8KpAVJPJ50xbAUdl9AOAKjyCMA1ZkP84+V5CovzEZOwFj9DWqY7kP5xjaC5kOGS4jxHOfqeMn0NYqFvNyDyK22hFwJtsU00Mkvmo1uN7J1+VhQBVu2aa3LrJMNjhZYJCTsbnBGe1aFq3lX0is8Y8pI4GBkVeAwL4zjurVEiA3jG4CxtcTLujLDKopydx7McVVlmktoFJEDXMkjNIXVJOOMdc9y1ACGHdawn5S8MpRiORg4I/XzKdfKR9t97s/+zVIdoW5f90sTrFMoRlGH4yoHtuaifDTXSsokR5y6sk6L3PrmgCnYj97J/1wl/8AQDU+1Rbwee9r935fMEhOMn0qSOOGEoVIWSRJl2vMjdE45GOpNRsFljiEsIJRduUuoxkZJ6EGgCrdCI3Mnkf6ncdn0zx1qHYafemGC6ZInym1e4bBKgkZHXBNQeevY5+goAlAbNO3eq1CJ2PODSln6MpoAkIVh2NRmLbyp49KPm4PSgyuDg4IoAtoCTk04cUo6YoVC+7nCryxoAgkky21T9TULHJGOgqSQgkhQFHp7VJCiBdxJGMcmgCJkKqGLDkkY7jHrSjmhuTjOcUoNAC0nNFNJwDQA/JyalS7kSF4lb5W9aqlwKYXJ6UASNJzUZfJNAiZm71YW1Pc4oAhWJ3qdLU92qdIwoxmn0AMuYILvSZ9PuYllt5kKlScYzXmniLwlqVtsvftMc1pbKR9zD7fevT/AFqC5t0ubOaFxkOpUj6ik1cadnc8ftTyTSXkAmByMjFLApjkdDwUcqR9KtMtYtHbF3RzdvFNFepDb5JdsbTW/pyIbh/PJUITuBHcU/QbPzPEWWXO1CRWzqujiVXlhYRyHrx1qLFqDexg3+piKeN4xsIb5QPSrYn8xc7cck1kx6HfNdhrjaUQnGK3ksv3O3GDUnRG6VmdFo+pRyweUX+da03auASSSwuAemO9dRZ6ms0Q3NSKSNJuao3SBlPFTi5jPeoJ50KnmkWkclq+nq+Sq81X0HVTp87W9wT5LEbSf4TXRXcQZTXOalYbhvQc0Adsjqygg5yKeDXKaDrO0C1uDyOhrqQcikMkFDdKBQaQJETVTuBy1XmFVJxyaSKRSYVRkY7jWiVqjNEVJqkZzRCcEc1Ukjw1XKidc1ojJopkU9Ke60xRyPc4qiDX0/zmXJUhexNbMc3z4NVp1W3iSIH5EXFZkN00uoJEpyWb+VZSNI7HQy8xmuevW2ykV0R7VzesOsTEn1pIJbGddS7Y+tc7KcSGta7dZIxisadstWkUc0n1O7+HOnGaWe9K/dwBXpF5iAC1ByQ26Uju/p9BWB4Eg/svwpHcHiWfJiH/ALN+HatJnOK6krI4ZO7uI2KaWBGKkhXc289BUrrH3WmSVlx5lSOroxVgQaR4mzlKmdjcQKX4mT82WgBrvhQAO1NiQkZPWpERcCnngUAVmhPrUf2YZ61c60w0AVDbKD0pRbp6VOXQHqKDIgxxmgCJYBUixLjk0hl9FFMMr0ATAIOi0F6gMjHuaQM2aAJGOajIFLuNJk0AacUTzSbR+J9BReyoiiCLovX3NWZWFlblV/1h7+/cmorvRNQt4GuJ4sRKASd4J60AZnXqakaRtgTjaCTU1nYz30xitk3OFLHkDgHHeo5YmhldG4ZGKke4oAjAoJwau2ej3t9GZLeIMqsVJ3gc0670PULW3e4niVUXGTvB6nFAGezdab8zYAp6Qsxq1HCsdAFVbVz1xVlLdR9amC04UAMCACgU400sB3oAdRURmHao9zu4HX0AoAsM6AdRUTTYztFaaeGtQeMOVjU4+6zc1lTxSWszRSoVdThlNAHk/iCB9N8RXYHKO3mD/gVNgvI5QAeDXQ/EDTpYVsL8piOcMob1wa4GS2mB3wMXPp61lJHVSlodnohjg1MO/RlKg/WuhkAYHIrzS312a3b5kYSIC2PYcmum0nX4dWgDQsVk7oe1ZtHTSqR2Nsog/hqtJGvYYpDK/rTt5NZtM6tLFSe1SZSGFZ6CaxlPBMfatkioZkzGaLAh8d2hiDVnSSv5zHd1NIflqPJoC5bju3GA3Ipzqk68HBqnmngkUCuZE9s0FySRXSaTqA8pYnP0NUpYlnj2sOfWqEEht5SrdjUtFJnbqQQMU+sS01DCjJrVjmEigikNskNVJh81WtwqF8GgpMqMtV5lytXXXiqsgyKaJmrmcRiomNWpUqs4rRMxkrELmn2SLLexAjgNk1E5p8DtDIHHWgg1tVuQqv8AN0rmtGv1bxG4dwBFFwD/AHjwas6ndSNZyZOflNVfD+lLey2RdOc7mfvxUtXHfWx6AvzKDXLeICDE2DnDBq6O/nW1tGbPbivPdYvpJpfs4fO80WsE3oRI+6MmqRXzLhV9WArZg00ixYnsuay7JfN1OFf+mgrSByz2PZ9PHladbp2RAPpgVZSMyHJ6Yq9puhX1xZRTRxAoV45FLBbNPMkUa5ZjgDNdJxEQXApcDFT3VrLaTeXMoDAdM5pLayuNQZ0tlDFBluQP50AQHNNYZ4PNaP8AYGrqpPkrgD/notZJlkzy1AEoXAO3AFNaVVPLZPoKgLFiByTQFVTjqaAJd7sMhcL61E+C3JNKcY4bNPuAq28IwNxBbOeQCcAfpmgCNYg3ek8tfU00GnMhxmgACIKaUPYU3mtey8PahewCdVSJWGV3n7woAycGk21evrO7sG8i5TAflWGCGx6Gn2Wk3d+Ha2jDBCAcuB1+tAGdRzxU9zbS2tw8My4dDgjOalvtLutOVGuUCh87eQc4oAvo39qa9HlDtll+5nomcmuqmk+2tqNiBykQXJ9WUmsvTbCOPxXdmNcRwjK46KWA4q7ZXumS6tN9nkY3MmQ3XacelAGL4SwNWlH/AEwP/oS1lakT/al3j/ns/wD6FXQ6PbG18V30e3ACMVHopZSKxL2Jm1S64ODM/wD6EaANzQElbw5dpCT5pZwmODnaO9Z1xaaxHbs168xhyAQ0wYEn2BNa2jEp4duzGSCC5BHXO0VjS3dzKu2aeRk9HJIoArgCnim5FNLgDrQBJmmswXqahMpzTCScmgCV5f7tQZLZyTSmkoAXIqWzmWK/t5W+4kqs3fgHNV6ms4Rc3sMLnasjhS3pk4oA6rVILyS6ttQs2MsUYBMaNjIznI9ciud1bUjqd4svleUVQJjdnkEn0Fa4ebQdVhs4Xklt5cfI/ck44qXVrKKTXrNURSZyDKB3CnJJ/CgCHXNAs9X0ez0G8jwZYiEcdUZRnNeA6hpF/wCFtdm07UFyIz8knZlr6Ru7zTU1WHz3cXMXAxnA3VyHxG0Ias6xoFWWVRscjPzDik1cqMrHimrGJ9NmlQDfsOGrntKndL1djFec8VveILKKxingt3nLwIBMJR0Y+ntXKWc/k3kZ7E1KQ5Pqehabq8d3uUt+8BwRWwsleZW07/2o3kMQ+a6/SNaS+DRN8sqMVI9cVEoHZQr30Z0YfNI1VQ5FPEjVm1Y7EyO4gyMrWe5dThq1d+ajkgSWpBq5mF27VGzv61Zntni56iqxFNIC3bTeZweoFQ38BBEoH1og+WUGr8gWSIipsNGdbzYFXYr5ojwTWSSYpStWVUsARRYdzoIb4OOTU3nrXM7nQjBqwl6wwCaVik7bm6ZUNRMQaz47jPU5qXz1p2BsdIOTVSZMGrReopAGFMiWpQcVr6bo09xaC4AHlnoTWc6c1vzeItO07T47ZJh8iAHFNGWxyWv7TPHagYZnGfpWzZ6fIsKOhESbcKT1rJsLWXWtXe/KmOEDCk1uX12ltbhV6KKFuJ9x2sfZZdOjit53Nwq/OHOTkd64nR7N72+kun/1aZUe5qC7vZ9QvkSBmDsduR2HeuhlWLSdLKoQpC0NGN3ezKGuamYYmt4epqr4aj87xBaL/tistczyNM5yBmun+HNp9s8daeOwkDY9hzWkFqZ1HaJ9Lwn7I9jZEj5oSv4qBzXPW0S23iZYewmO36dq2bi805NaiWRnF4mI164+b/8AXVC+hEXjC0fr5oVj9RkVucZn+J3caxIoPGxf5Va8HD/SLrP91aqeJ42fW3IHARf5Vc8IIUubof7K0AV7uz19WmkL3AhG5v8AXjhfpurCdRGMuce1aVxqF8rzB7qcpuICliRisgbp5d5+5nigB65PAGKVhgAD8aef3Y4qPvkmgBrHK+wqWcPKRPhvLYALznAAwFP0qHO2QN6EGiOeRVKByEznFAAF4NKjsuRT1ccFkDChgvbP0NAAVR+RXYX8Ems6Pbvps3lFACY0bHb7v1FcWQw9q6W+gk8PrBc2VzJIkjHeTgqe4zigCjrWpy3dtDbXVs0dzAcM5bk8c8Y71raQ62HhuCdjjz7lSc+m8A/otL4kjjvdHtLzywszlceuGUnFWtTXTbXTbOz1F32KFC7M8lVxQBi+K4RFrG/tLGGP1HFXPGX/AB72H/Av5CneLFW50yyvojld3HqQwz/Sk8YDMNhjrlv6UAZVjrV5YNOyJE7zNl2kBJJH0I9arWVzJY3iXEQG9M4zyORios7jk08RljnpQBpxazcjUXvgkAldNjDBwRke/tV4eJb3vFB+R/xrDQqo5IzTGkoA1LTV57GFooljIZix3Ak5PFJe69c3ts9u6QhWxkgHPBz61lZzSYzQAu9jSUdOlBPoaADgZpM+9Jnim4JoAXdQATmnBAPrTuAKAEAAoVmVwwJBBBBHY0FhUZZqAN9PFN4igNFCxH8RBFUk1m6/tH7aQkkoUqu4HaoPoKzgpPWlwoJoAlu7mW9u2uZcB2IJ28AYGKu3Wt3F5LBLJFFvgbcuFPf15rN3ego+cEcUAeZfEC3dNalfgC9gIVQOMrzXl+7EiH0Ne5ePtJOpaAZ4hm4tT5ifToa8MZG80KfWgdy0kjW+o7we4NXbDUI4RIhba5kZlYVSu4ys547L/KiOAFQ3P4Ck1cZ3Gl67FchYZmAk7H1rbBBGRXmKxMMFc1taf4jubQhJ4vMjHccNWcoPoddKvbSR24Jp4NZVlrlheAATiOT+7JxWkpyKxcWtzsjNS2Y/g1BJaI3K8GpxQTQWUfIZD0qYE4qXcO5owhosBl3kBZsqKls0cDDVdMYPalCAYoFca9sjLiqE1pJF2yK1FqQYI5pWK3MIMy+1TpP61fms4Zeq1Sk0915Q5FNCZKkwqXfmqqWso7inGGftRYlhNIAaiOmfa2R5gI1BzjHzU54Tar508oGOmATWLquq3pUtA5kjxnLptFNK5nJ2Onn1G3trUQoQqoK4vVNae7l8mDLOxxxWcg1LVZ1UAkZ611+kaNaaWommAaQc80rGblfYm8KeGJLY/bb0AM4qj4gVL278lH+XPFGr+K5gGt7Y8dzmsW0n2hpJW5NUlczH3oRZY7ZeNvzMa6X4WXckXi25uYQjeRGAu+uEudQSNppc5kc8V33wm06SO0udSckCVtg98VpBGFWfRHqdzcSXd411Mf3jMCdvAGOBir1xrl1cXNvcPHAHgJKYB7+vNZQk470mGNamB0J8U3//ADztvyb/ABqvHrtxDeT3YEG+UKGBHHAxxzWOyiMEs1QFRK3GSe3pQB0Z8VX7FlMVtsxzw2f51h8L06CpI1WKPkDH6k1Xd8/SgALbjSE0lCj5hQAxj8+KanU06Qk5NNQUAOzT/oaQrxTaAHBjjmtqy8T3dnbLBsilVBhdwOQPTisPPY0GgDTvdcu7y5gnkEeIXDJGB8uQc5NR6lq0+qSo1wqqUXC+WCB9ec1QB5HNLnNAGlJrN02lrp7JG0KgANg7+Dkd6vDxjfABfKtuB/db/GufyR0NGQetAFpe4zTizYxXJf8ACzPCH/QX/wDJaX/4ij/hZfg//oL8/wDXtN/8RQB1mTRg1yf/AAszwh1Gr/8AktL/APEU0/Ezwj/0Fv8AyWl/+JoA67OBRkGuQPxM8JH/AJi//ktL/wDE0f8ACy/CP/QX/wDJaX/4mgDrN1IoY1yq/ErwhjnV/wDyWm/+Ip//AAs3weB/yF//ACWl/wDiKAOsCAd6XIFcgfib4RP/ADFv/JaX/wCJph+JXhIn/kL/APktL/8AE0Adezimls1yY+JXhH/oL/8AktL/APE0H4l+ER01XP8A27S//E0AdZtx2owWzgcVyg+JPg88trP4fZpv/iKmHxO8HKD/AMTj/wAlpv8A4igDrQisqgjtQIkHauRHxQ8IA86v/wCS0v8A8RQ3xR8IY41X/wAlpf8A4mgDrzsUdqjaRSCMVx//AAszwkf+Yt/5LS//ABNJ/wALK8IZ/wCQv/5LS/8AxNAHT3IVrdwRwUIxXzkIzLqewdN9exSfEnwm0TAauclSP+PeX/4mvIIZlOpNKhypO4H1FA0TzRJLelHYhchSatnT0hhyl1lRx5f/AOqqsKJcRyPuw+8k1MPMiaOXORnAoGX7eBDCoxTLmG2jgO7cJieCOVqUO20swHI6DiqF0jv0agRXcKGIIzU9vqd/Z7fIuCAOz5aojE/G5y1HlE0mkxqTWxvW3i+Rdq3NsZPVozWxbeIdOuuBN5b91k4rifJB61aWJduTEOf74qXBdDeOIktzvA6SAFWBFITtrz4pPbtvt5pIz7Hirdr4i1CBsTosvvkrUuHY2jiU9zszO60C5Xua5hfFdsSBPDJH7gbhVmLW9NuMbbuME9jx/PFRyM0VaL6m+buNerUxtTto/vuB9TWOdQtO1xCf+2i1DJq2lZwy2zH1MgNHI+w3WXRmy+t2S9JF/wC+hUZ16y7yr+YNc3P4h0eIcWcMh9FGRVC58TIwC2+mQR+7CmoMn266s7M67anpOKo3fiOyh4aeuIuNRvLwt5s2Af4UGBVYJk81Sh3MJ13sjrZPF9spIhMjevy4q5NrOmzWqu14pPBCOma4sQoe1NkhCrkVXIjN1ZPc6l/FESxbYvLX1NZNxrctxJlpjt9M1hutIBRyIn2jNV9TjjDBEyT61RlvpZB96oKTimoLoS5sltLafUb2K2hBaWRwo/Gvo/RdJTStHtbQcbEAb614b4Dd4vGNht7sQa9+5NNKxLdyXcgximyTEKSTio2dVGc01IXuDvfhe3qaYhiq87E9h39KtIqxr7fzpcqq4AwB0FRsxagBJHLUwfepO4peq0ABPuKM8U2gntQA1iKapwac1MB5oAmGMZoIpFNPPGRxQBGTRTyOxpnI7CgBaSm7qWgB2aMr3FNI4o7UAfLdFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFa8AVVjO4fNGOB9KyK1tPTfj2TNA0TQ7wzFf7pqeK5kkZEZSqA5qGJgkzZ6GpbmcGVIkx92gZrrOhwM5qQ7G6LisdIJc88VYimnjfaUY0AWmiGaAgqP7QO9Ma6oAshFUjikedc4J6VRa5c1C0jk5zQBoNIlTWSpJdR8KcsOvSsgSP61dspv3oGcHsaZIt7ZwrPnC854ToMA1kLJHNId8YANa+rZUDEwkIDE4PbbXNRthQKANB7CMnclVp7AqN4BpYrp4jWhFeLKAGTH1oHcxdjRMMj6VqWs0RjGRmtM2cN/GBt6KAD7isW7sZLOQ9RQI1vssE0fAqu1qqHpVW1vHQhSa0EnSWkMrCKklhJjIFX3Qbc1XoGY7DBIqM1auY9shPrVZqAGZNJmg0UCNvwldpY+KtOnf7glAPtnivoVnAXJOSeg9a+YVYq4YHBBBB+lfRnhLUF1Xw5aXzczFNregI4piNWO3yd84+iU95BkU15PfJqOkA8/NSGnrE7AEIx7ZApjAqSGyCOoNAEYzWs6RwmVU8iKO3kETSSReYzsc84OQBxWWM5xWrmWeR5ki/eSf661lBxK395ff2HI7UAV7yFPJkfy0jlgm8mURk7WPOGH5NmpLSGP7Mm63iklkSWbdJuPyqvAG1h1KtTL6WW4thILmdoQwDRysWKP2+v8WDWlZApfSJ2ijit2HHGWBf+UlAGNdxR/aomjQLFKisFBOB2br7hqk1NYPKuPLtYofJuPLBj3ZI565J9KWSPNpakn95FK0Tc9Fzlf1LUX44vve8P/s1AEGniMzsZI1lVI3ba2cEhSRnBBrSX7KII3ki02Peu4KwnJAzjsTWbpvE0v8A1wl/9ANaERj+yQfaFsSfL+XzTKG2knrt4oAo3pga6b7Pt8vaPuZ252jdjPOM1VK4rSvLKMCe4tyVgDHYDnlSeMZ5qgFLZJoAiK5puStB4NKaAFDZxS+vNRDI61JxgGgD5booooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArd0eQRRyuQD+7wM1hVqWf+rP8AuigaLyLKVBwhB6YqhLFOswZuxrU0+Rmg5xWphWibKL+VAyhFqqLEizWwKKcnByTWgfENgzMfKcHsd2CKgksoGcsV5+tRrY27RRsU58zb+FAFhJLK4y5YCrJtoiOFT8KyHs4FxhKQwCI/JJIP+BUAaZsc/dUGq5twrENGQfpVH7XcR/dmcfjR9uuD1egCzJaKu0+ozUlnpf22RsFhsUnihZWkRA2D83XvWhFM9rpdxPCdsilcH8aYjn9QRLed4FR1IQ5D9eaxela+pXMs8xnkbMkg+Y+tZbAUAMJNOEr4AzTTSCgDStdRlgUAVsQXsV/GYplGcd65tOgrWsAOKAIrvT2ikOwcVUzJEea6KUBozmqM0SMDkUARW98CNrCrrRKwBHcVhSKFkOK0rCV2jCk5FAxLuAmM1ksK6KcDyjWDJ95qAK5FJUhppoAbXt3wxlz4PAz92ZhXiVevfDBj/YEq9vPNAjvtxPAFKoNJng8Cm7jSEammlzJtH3Acmk1WLbKrgffHP1FVoeASCQfUdaluLiSewjaQ5O8rn2xQBUUsrKfStqdHn84N9oaGSbzYZYk8wAHPynkYNYx+UDFMSWQFtsjJ/unFAG6kJmvWE0bKbqZf3Lj5ygOWYj1OKqXEktvCJrm1BuZ5XZvOjYELwQQOOCS1ZDSNnrSZ46CgDeazlEd04t3W1cRXMbbTsySPlB9g7U+XT5ZJb1Jba+Aa4Lq0VuXBGT7iuezT1Y0AbaaW1s6lBcNJLFMixyQ7HJCdgCc53VLb6Y1ybYS29/E8a4YNbZU8k9SRWE7HYPpWpoJ+eXgfw/1oA0tciENoydsL1GK5wVv6ux+xNwO3865zcVPFADX60CklY5pNxoAVhweaRFG3FN8xsdaPMbHagD//2Q==", "path": "001016.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.
001017
Men Tshirts
{ "bytes": 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", "path": "001017.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.
001018
Men Tshirts
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", "path": "001018.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.
001019
Men Tshirts
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", "path": "001019.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.
001020
Men Tshirts
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", "path": "001020.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.
001021
Men Tshirts
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", "path": "001021.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.
001022
Men Tshirts
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OVlJogrf8I6yui6zHLK2LeQhZPasFkYcEYp0cRPXpUtX0KTtqj6YiWOe3jmhdZIpBlWU5yKuWOm+ZMJGX5B2I614l4M8cy+G7hLe6V7jTS2Wjzkp7ivdtD8R6P4gtkk0y6jfPPlE7WH4VyVaTWqO2lUT3NYJjHFSBB6U7y2C5IxSqDiuezOlNDSgxxTdpqWkCk9Bn6U7FXRGBg1YRjgCmOhjUs5CgepxWHqXjTQNFB+138W8fwIdxqlCT6GcqkV1Oi7VHPPBawma4njhjHVnYAV5HrnxsXe0eiWHHaWYf0rzXWvFGra/KZNQvJHychASFH4V0wwze5yTxMVset+K/i5aWAktdDAubjp5x+6p9q8d1fXL/AFu9e41C4eZ29TwPoKzOQDjvTQSGrrhTjDY5J1JS3JPwqQAAc00jaMk81GHMjYrQysOZi5AFLtGMd6T7vAxRQMdSjrTRS1RLHjpS0zOKUHNFwFzQB3oxxmgdKYC0UUmaAFzgUscskMqywsY5Ach0OCKSigWx6X4R+K19pcy22ssZ7Y4AmB5T6+te36PrdjrNqk9lcxyowHKnkfWvkX27GtPRNfv/AA9fxXVjM6FTkpu+VvYisZ0U9UawqtaM+uiPSmHmuL8EfESw8T24gfEN6B80THGfpXZt1rklFrc61JPYRZDGcjmrUcgdAwqi5p9vJhgp71JRfpaatOqQCiiimAV89ftL/wDH54c/653H846+ha+ev2l/+Pzw5/1zuP5x0AdN+zn/AMk+vv8AsJyf+i469fryD9nP/kn19/2E5P8A0XHXr9ABRRRQAUUUUAFFFFABRRRQAUUUUAIaDwKCarXTsIiFOGPGaW4BNchQQhy1UJZODJIwAAyT2FYniDxZo/he33X92okxkRLy7fhXiHi74oan4g32tmTaWB4wp+Zx7ntW0INmbmkel+KPivouiK8Fk3268HG1D8i/U14p4i8W6v4nuvN1C4bywflhQ4Vfw71iYB3H1pK6YwSOeU2xScigE00nFOXpmrIFPSm5pWpopMaFpQfemnpSZoCwrYcZHUVEd2eaecjlTSbgcE9aTBERFTQXM1tIskEskTjkNG2DQY+aTyTS5blXO10v4peJ7BQhvBcIBj98uTXQQ/GvVFH73T7d8d1OK8qAIp47ip9nDsP2s1sz1Sb416kw/dabAnuWzWPefFnxLc/6qWOD/rmtcGeBgUgBzTVOHYPazfU2r7xTruo5+1ancMDyVDYFZJkZjlmLHrljmkCk0BTnngVaSWxDbe4jEmkySeuaeQg6nNNaVUOAOaYhVU9+BQ0qKOOPWmfvJPYU5IVXkncfekAwK0pyxwvangbeF6U49aKYXuFFFFADqKQUtMBRij6UlLmmIXPFGabmigQ7dRnNNozQApJz1pd3NNyO9IT6UrgPJ5ppbOcc0maQcU7hYmtrq4s7hLi3leKaM7ldTyK+gPhx8Ro/EMA07UWEeoRDA5x5g9frXz2DU1peT6fdx3NrIY5om3KwNZzgpI0pz5WfYDA4z196ZzkEdq5zwR4rh8VaDFcAgXCDbMn9010ZOK42rM7E7o0IJQ689e9T1lpKYnVhyM81pg5FQ9BjqKSloAK+ev2l/wDj88Of9c7j+cdfQtfPX7S//H54c/653H846AOm/Zz/AOSfX3/YTk/9Fx16/XkH7Of/ACT6+/7Ccn/ouOvX6ACiiigAooooAKKKKACiiigApM0tJQAhrz/4k+OF8J6OWt9r30p2QqT09TXeSyCONnY4VQST6Cvkv4geIn8SeLLu4V2+zRN5cK9sDvWlON2Z1JWRg317c6nePd3kzzTyHLMxz+XpUH40maSutaHK7sdRSZoJpgGKUcUmaM0gFJpoOKXNJQAuaSiigYh7im7QcU/GacI6BXI9zoRxketOW5APNSgY70jKp6gU7MV0xgmiznApwkjx0GfSk8pMfdFAjQDO2jUegCVfQCgzLjgCk8tDzil2J6CjUQ37RxxSEueg61IFXPAFO59KLXAiERPVqeI1HUZp4GKKaSAKDzRRTEHam06kNDGJRSgilpIQg60tFFUMKKKM5oEwpM0tJxSCwdaMUhOOlHNIAopcU4DFNIGNA56U+jBpC2M07WAM4pjkVG8wXvmo/M31DkUo9Ts/h14mk8O+KIfm/wBFuSI5FJ4yehr6YWQSqGHQ18bRsRIGBwRyD6GvqTwNrI1nwlYXecsYwr/UcVhUj1N6Uuh0uc8Hoa0LZ90S4zgcc1nA1dsn6qa52blwU6kpaQBXz1+0v/x+eHP+udx/OOvoWvnr9pf/AI/PDn/XO4/nHQB037Of/JPr7/sJyf8AouOvX68g/Zz/AOSfX3/YTk/9Fx16/QAUUUUAFFFFABRRRQAUUUUAFNzzTqYetAHH/ErXP7D8GXsqnEsqGKM+5r5TOTkk5J5Ne+fHuaVdC0+NciMzEvj9K8DJ711UV7py1HqNpDSk0VqQJmloPSkFACiigHFFOwrhRRjNFIAzSgUmOKUdKdgFUVIAcU2nU0IKKKKYhp4NHUUvtSGgBMcYoxilopDFA70tIKWgQUUUUIYUUUGqAKMUCgjNJgFFIBS0gCiiimAUUUUAITSU7j0o4z0osAAClxS0U7EgBzSkUZ4zTWfinsAjPiqk82KdPPtGBVQku1YTnqaQiOyXPsamRKbGuAOKsBcCkkU30EC7ea90+DV8JPCklr1MFwfwBrww8ivTPgzflNXvbEtxJEJAPcGnPYIbnu6mpreTbMM9KrpyoNOHynNcbOs3FORTqigbfEpFSipsAV89ftL/APH54c/653H846+ha+ev2l/+Pzw5/wBc7j+cdMDpv2c/+SfX3/YTk/8ARcdev15B+zn/AMk+vv8AsJyf+i469foAKKKKACiiigAooooAKDRRQAlJilopMDyD4/SFfCtkMfeuBzXz9kFQa95+Pcwk8PwRd4rhf1FeCj7grrpbHNUF60hpelIa1MxM0uRSUUAOzRTad1NAhQaSlxSYoC4o5OKcBihe1PwKoQ3vRmlIxSUAGTRmm5NGaAHZozTT1ooAdRSZpaADODijNGOc0UAFFFFACilpBxS0wCiijFDAMUUZooAKKQ9KATSAWiiiqAXHFAoBoPWgTFopM0daBATxVeaTaCc1K52is+eTJwKynOysXGNyN3LtU0UXGTUcSZOTVocVnFdWaydtByjFKzZOKQGkY81qZi5re8F6idL8XadclisZlEbn2PFc+QackjROrqcFGDDHtSew09T7AjkBUY6VL1XNYWhXn2rS7OX+/CrHPritoMcVyM647GpYPuiI9KuDpWZp7/vSvbFadQMWvnr9pf8A4/PDn/XO4/nHX0LXz1+0v/x+eHP+udx/OOgDpv2c/wDkn19/2E5P/Rcdev15B+zn/wAk+vv+wnJ/6Ljr1+gAooooAKKKKACiiigAooooATvTT1p3emnrQB4z8arR5dHvp8ZWOSIivBQTtr6j8d6W2qaRq9vt3GSPK/UDNfLvIcqeCpwRXTQ+E56q1E570UppM1sZBRRRQAopehpo6049aBC5pwpFHIp+3BpoTACloNJmqEBpKKKQIQ9aSncUYoGNoo70UAFLnikpO9ADh0pKUGg80AL2ooooAKKKXigBKdTe9KTTAD0oFKOlHSkIKKTIpaACjIFIaSgGOpSc00GjNMAIzQeBS01mAFDYWK9xLsTGeaoLl261JcNucjtSwL/FjiuZvmZ0RXKiZAAOKkXmkA9qB96tDN6jwMUUUVQgpGHH9aRpFU4xmlRPM+9wvpSDY+oPCIEvhrTJBxm3T+VdEOBiuN+GN99u8F2ZyC0QMZ56YNdkDXLNanXDYntW23Kc962qwYziVCPWt1elZsodXz1+0v8A8fnhz/rncfzjr6Er57/aX/4/PDn/AFzuP5x0kB037Of/ACT6+/7Ccn/ouOvX68g/Zz/5J9ff9hOT/wBFx16/TAKKKKACiiigAooooAKKKKAEpDTqafSkwOWu51n1G8iJz5bgEexFfL3i2x/szxhqVsAFXziyAeh5r6UVX/4SLWWP3fMTH/fNeG/FuzFv4yEwXAmhVvqa1pSszOotDhj6UmMUporqOYQUtFFMBQKXvTR1qXGRQSxRxSk4pKKoBc5pKKKACiiigQh60tFIOKBid6M5oJpOpqQDJpKdSEUDsKOlAJpB0paYWHUU0U6mIKMGilHWgBKXFLRQIKCKKDzTGIRSc06g9KQhtGRRRQAUUUmeKBgTio5WwpPtTwc1VuXwpGetRJ2RUVdlX7z4q4i4QCq8KkndjpVpaiC6lyfQKUdKWg9Ksi4hOKY8mOKR3AGO9NVTnJqWykuoRoS25qtA5/OoFzk5qYc1URM9s+C1wW0S/iJ+5PwPqK9TA4FeM/BScefqtqTgkK6j1r2YHNc9X4jop7C9x7HNbkLbolPtWHWzaHNuv0rGRoT189/tL/8AH54c/wCudx/OOvoSvnv9pf8A4/PDn/XO4/nHQB037Of/ACT6+/7Ccn/ouOvX68g/Zz/5J9ff9hOT/wBFx16/QAUUUUAFFFFABRRRQAUUUUAFMPWn0mKTA5x7fF3fNt5kkyDjrxXivxrsznTL8LwN0TH3r3WQETPn++cV5x8WdKa78GXhVMmB1mU+nrWlPcia0PnxckAmnYqONhgAVJXWtjl6hgUYoopiClBpKKBMeKWgdKKoAooPaigAowcUZxS5oEJTcU6igY2mmlPSkqRhQc0UUDAdKM0UtAmKKd1pvalHSqELRRR3oAM0oPrRxigHFAATQGpD60wnmgCXOKTNMU5PNOxQAUUUmaAA9KSgmikwENUbk5fFXGfbyaoffmPpWU+xrBFmFMLipAMCmrxTh0qkrIl6sdxioXcjgck04sQcYyT2p8UOz5mOWP6UMWxGkRxufrTiMnrT35NIY+M07WHcAvFOzio/pQKYjv8A4RXX2fxtGhOBPEy/lzX0Gpzg18yeApzb+NNMfPWQr+Yr6aXpWFZam9IcTWvYNutR7GsetbTjmAj0NYM2LlfPf7S//H54c/653H846+hK+e/2l/8Aj88Of9c7j+cdSgOm/Zz/AOSfX3/YTk/9Fx16/XkH7Of/ACT6+/7Ccn/ouOvX6YBRRRQAUUUUAFFFFABRRRQAU3pTqSkwMUzCVnP912FUtY06PUtIurWQZEkTKR+FNti4a6DZ/wCPh8Z9M0t1c+RbSSu2ERCzewAq4Ey2PkWWI293LCesblPyOKBnPNSajKs+q3MyfdkmZh+Jpma7I7HLLcUdaXOKaTxSZJpkjiaXvSUZNAh4paYDkUuaoB2eaKaacOlAARQKBTqBDelITTjTKBje9FONJg1JQlFHY01aAHUoGKSlFAh2aM03nJpR700IUHNLSCjPNMBaKTPNGRQAtMbmloPpQCIwTuqQNmoj1pQRkVKY7E3WmkYpwpDVCGHrSZIpxIphqRkcxwhNQQLliTUlwflA96IeE981nuzVbEtIzbRQWwM4p8UeRvfk9h6VZAsUW35nPzHke1PJHajNN71RLdxME08DjFKDS0JCGeXzTljC9acOtKelMTZpeGHEfinTG6YuFr6iUnAr5W0eUQa3YyHos6fzr6oVgYkJ7qK56x00RwzurW07mN196y0Gea0NNbDSCudm5p189/tL/wDH54c/653H846+gwa+e/2l/wDj78N/9c7j+cdIDp/2c/8Akn19/wBhOT/0XHXr9eQfs5/8k+vv+wnJ/wCi469foAKKKKACiiigAooooAKKKKAEpD0NOprdKAMRkKltw5LMf1rj/iRq6aJ4IvpC2JpwIYgOpJ612MjEycnqTXz98aNeF94hj0iF8xWa/PzxvNXCN2RN2R5p1UHuKkByBUR4XrUgPygV1LQ5mOHWnYFNHSgHnFMkcKDSZpKYWFHWn1HThxQA6nDpTadnNUIKXOKSigAph60+kIoASkJpaaeDUjENApTzR0FAwHJxRmigjNAC5ozSUDrQIUe9LRRVCF4xSZAopDSAM0lIelJzjrSGhD1pvWnHpSUhjlbmpCTUI4NPyaaEB6UhoJNNPNK4yvPy4FSLgYqF+Zjmnr87BQayT1NehLEhd9x+6KtZzTeFQAUmTWyMW7iGgdaU0A0CFp2KQDNPpoBtLmgjAppOBTFYdHJ5c0b9Nrg/rX1hZZuLG1kH3WhRgfwr5KY5U19TeCr8aj4M0qfIP7gKce1YVkb0mbW3atT6XJmZh61Xmb5Tj0qlpV4W1TAPyh9vHvXMzpOsFfPn7S//AB9+G/8Arncfzjr6ExXz3+0v/wAffhv/AK53H846QHT/ALOf/JPr7/sJyf8AouOvX68g/Zz/AOSfX3/YTk/9Fx16/QAUUUUAFFFFABRRRQAUUUUAFNNLSGgDmNcv00uwvL6TASCNn/EDivkfUL2XUdSubyY7nnkMhP1r6F+NWprYeEGtlYiW8m2DB6qOTXzl1NdFNGFR3FHKmnKPlzSdKUE7a1MmKDzS5zTOc0/b69aaEL1ooHAo70wFxSikNGTQAucGnrzUfapF6U0SPOBTfWgnNFMApCM0tBoAb0pp5NOPSm0mAU2nUhFIYDpS9qbnFAbmgY6lFNzSr1oEOoPFFBpiEzxTc0rdKYDmkMfScUZobqMUDGnrSU6mjrSGKBg80vSkPJ4pMetIGgpDmlpCRg0DRTY/O1WbePjJ4qGOMyyn071d4AwO1RBa3Kk9LCk803JFITz1ppPvWlzOw4MSaevNQbqBIRSuVYtqRRuqsJqcH5quYizJ85pDzUJkGcUCQZ5o5kFmTDb36V738G7szeDXhZs+ROyj2BrwFZBmvYPghf7pdT04nIwsqipqaxLp6M9YvH8q2kbuBxUOi2Xk2glfJmkkVz9M0l4/nSxwDucmtOP5SFHHGK4zrNsdK+e/2l/+Pvw3/wBc7j+cdfQi8qPpXz5+0v8A8fnhz/rncfzjpAdN+zn/AMk+vv8AsJyf+i469fryD9nP/kn19/2E5P8A0XHXr9ABRRRQAUUUUAFFFFABRRRQAlMfocdcU+qOr3q6fpN3dnpDEz/kKFdsGfOHxn1waj4oj02OTdHYLh8HgueteaA96tX15JqF/c3kzFpJ5WdifUmqveuuCsjlb1HDmlXpTcGlBqiR4FLTN1OFNAxyjNKcDtSAYPHeg80xBmg0mPeigEL2qRelRjoaeppoTHUUUUxBQTikzSdqAA803FOFGMUgEIxTTT+tJ3pDRGetApTSDtQMWlFJ3pRQA+lxxTRS0yRppmMVIwNMIoY0FFFLkUhidjTaU0mcmkMB60Hn2oopANpD0P0p5FMk4jY+1JuyGhbUqFI/izUjdaoRSFHzVvfuGaIyuhyTA03OTSk8UlDYgOPWoyR1zTqaRUjDeKNxpNtLikMQMc5pQSTTljJNPWI56VSjcV0gTNejfBu8+z+PFjY4We3dcepHNefhMCup+HEvk/ELSGJ4aQofxFXJaCi1c+irJPPvnmx8qfKpNa64EgzTbe2SCMhBx3pxQmQH3rjZ1mpGfkX6V8/ftL/8fnhz/rncfzjr6Aiz5a564r5+/aW/4+/Dn/XO4/nHUgdP+zn/AMk+vv8AsJyf+i469fryD9nP/kn19/2E5P8A0XHXr9ABRRRQAUUUUAFFFFABRRSUABrjviZfjT/AOqSE4Lx+WPxrsa8l+PN8YfCVvaKcNcTjj2AzVRV2TJ6HzkvQ/WjvTOQaeD2rqRzC0gPNLTWHIxTEPHJpwpFp1Ari5pKKKoAwKKKKAHDpTwAKaB05p9NEhRRRTANuabTqQ0AA60HmkpRjFACYxSGlJpDUhcYwoxTqbQMUdaWkzS0DFFLSClpksCCabj1qQ0w9KGgGUUuKSkUFM707NIaQwopM0ZpALTJv9U30p9Rz8RmlLYa3KPerCPxiq5GDUiHisE2atXRYzmlFMByKkXpWqRmGM0be2Kf1pwBqkhXI/KyaeI+akVCetPIGKpJENjFXHNOpQBjrRiqsIDjFafhm5+x+KtLuCeEuF/nWUelLHP5Esco6o4YfhUvYcdGfZoHy5HQ8imNxVPR9RivPDtlfk7UlgVyT9K5bxH45gtJDb6fiaf8Av9VWuKbS3PUw+GqV3aCPRImyqn1FfP8A+0t/x9+G/wDrncfzjr2LwZd3F74dt5rqQyTMW3MfrXjv7Sn/AB+eG/8ArncfzjpGc4OEnF9Dp/2c/wDkn19/2E5P/Rcdev15B+zn/wAk+vv+wnJ/6Ljr1+gkKKKKACiiigAooooAKDRSUmAhNfP/AMe9QMuu6bYBvlihMhHua9/avlj4sagNQ+IN66nKw4iGPYVrRXvXMqrsjhHiyMio1BHBq2vSomAya6pLqc/MRnpQMGlI54pmdoNLYY8d6XvUaGpR1oTuIKUk0opaoBtFFKBQgHL2pw4pFFPHSmiRKKUikwRTAM02nEUgoAM8UlKRzQBQAlJjinEUlADGBxSU80zvUjQU6kxS0gY4U6mDrTxVoQUUuKTFOwrjGHNNPWntTD2qWrFDTSU7FJ0NSMYetKaU4zTaQxc02f8A1TU6kmx5DUmtBx3KBpQabzRWBuToeM1MjZqoDipkfFVF6mbRaGBUgBxUcbqetWAy7e1brUyaYAHFLt9aUFTSlgRWhAzaBRmlY8VGzcUgsIzCo2YBTTSTnNMd+2ahyNEj0/SPEmp3fhezsHum8iJdm1TjIFTKeB9a5XwtcAwNB3U5FdPnAGfWvJxN+ex+kZPCn9UUorU9u8CLjw1bZ9z+teR/tK/8ffhv/rncfzjr2Lwamzw1aAddvWvHf2lf+Pvw3/1zuP5x1tDY+LxbvXn6nT/s5/8AJPr7/sJyf+i469fryD9nP/kn19/2E5P/AEXHXr9Uc4UUUUAFFFFABRRRQAUlLTTQBWvpxa2M87cCNC35CvjfVLttQ1a7u3OTLMzZ9ea+ofiZq66P4C1ScuFd4/KT3J4r5Lilz3rooGFUtL6VE45xUikY60uAea6NDnZBtNRuDU5HNNIGOanQaZBGDk1NjFRnrwakxwKSsNjhwKKVelHeqENIzS0GlFAxwXFP6CmrTqogO1HWiimDGmkFPpuMUgQUCiigYUHpRSUAMOc0jdaeeKTGKTGhuaWm4NOpAxQMGn0zNOB5qkIkHK0nelB4pKokRh3pnHXFSGo+9S0UiMnmmnk05utNJ5qCkNNOUZppPNKKQ2KeDimzj9w1P60ycfumND2CO5RpCaU8UhNc50AOlGeaTBpwjZugpK4aAJGHeniZvU0otpM/dp32R++BWiUuhL5RyXLZx0q0k4PHNVltcc5pQu09auLa3M5JdCy0npUTPweabnNG0k8VTdxJIjLDFMILNxmrKwZPNTpEqduankYcyRd8NGRNVQNkKwxXcydAP1rjNHAOqK3ZFLGupsrgXt3DEmCZJVQD8a87Eq0z7vI6yjgm2fQ/haIw+H7ND1EYrxb9pX/j78N/9c7j+cde86fD5FjBH02oB+leDftK/wDH14b/AOudx/OOtUfJ1pc1SUvM6f8AZz/5J9ff9hOT/wBFx16/XkH7Of8AyT6+/wCwnJ/6Ljr1+mZhRRRQAUUUUAFFFFACGkJFLUU0ixI0jHCqCSfagL2Pn79oDxIZdRs9Cif5YV82Ue56V4oJMc10HjfUJda8YalfZLLJMQp/2QcCsBLaRjjFbKL6GLaYouGHSpResABimta7e/NQtGVOetU3JCSiy19rGPemG5yMZqtTQaHNgoIsCTLg5q8pyorLU8itRP8AVj6VcHcioh2MU09aUHNBFa3MxKUUCncdqEIdjGKWiiqEhpPNOHSkxRikFhc03OaKUjFACUUUUDCilxScigBDSGlPWmnpSYCE4NGRQ3NJikMcKWmg04HjNMTJBjFOxgUwdKeDmqRIhHemEU89KY3SmNELimc09sjnrTS3HNZFrYYetLnig80UhjhSTDMRpc4okbKYoBOzKMq7WH0qOrFz978Kr9K55KzN0xyAk8CplkZeDRATGd2cVK0sbn5wKqK6kyYz7Tzg1ItwMc0zyom6Gmm3XPDVacibRJvPU8fzphZWqM2zDoQaQwyKM4o5pBZFhNp6mrKhccVllmX1FOW4YHrQqiW4ONzV3AelM3Adaoi4PqacJSRnNae0RDpmhbz+RI7BsblxXovwk0ltc8ULcFc29n87Htu7CvOLDT5NTm8qN1Qjux6V9SfDLw5ZeHPCkMVuyyzTfvJpR/Ex7VxVY3nc9ihXqU8PyrZnaoAFAHSvn39pf/j88N/9c7j+cdfQY7V8+ftLf8fnhz/rncfzjpHGdP8As5/8k+vv+wnJ/wCi469fryD9nP8A5J9ff9hOT/0XHXr9ABRRRQAUUUUAFFFFACVheMLs2XhHVLhThlt2wfqK3a5b4igt4B1gDJ/0cnimtyZbHye8ybtzYLHqTUP2lDnC5+gqog86XLHCDk5qzHMpOxEwnTNdqlfY5eWwG5jP3hj6ikIgfuKc9uG6OPxqB7Jx91s0m2CsOe2jxleai+zZHpSeVOhwM0nmTL1BFQ/NFr1A2+D1qzFkIBVXz27irMLbox61UbClclWlpBS1ZmFKv3hSCnJ3NNCHZzzRn1pM80EVQkLRmk5pOaQxx6U2jJooAKKKKAFwaD0oyaSmIB1ppHNOpCakYw02nGkxzSKAHFOzmm8ZpR1oESLUlRAgVKtWmSwNNYDFPI4phqmIibgVG4GBU5GRg1CwwayehaZGeKKGoFSyhy8YokU7DQCKU/OpAoEVXGS2ahjVS+G6GrTD94VqqUIfFYtam0RxX95t7etWTYkgFTyaj3RqAerCni8YDHFUlHqKV+gfYph0pvkTrn5DU63pzzUq3qZ5P4VfLHuReXVFPEy/wGnrLIpJZCR9KuieJj1pGBbmN1x6E1XKl1C5V8yCQ/vFxTTbwt9x6n2Mww8IPuKjNspPG5TS5bhzLuQvYuoJGCKq8hiK0o0MR5ckelU5Ij5hwDyazlHsXGRe0lLmS4UW2QwOWbsBXuHw78XHTpY7K5nLRO235j0NeUaHE0dkVhUtKzfNiujsLWSA+Y/D5BGO1cmIlKMkj63K8JTr4WSbuz6hjYMgYdxmvn79pb/j78Of9c7j+cde3eH7hrnRrWVupjGfyrxL9pX/AI/PDf8A1zuP5x1W+p85UjyTcex037Of/JPr7/sJyf8AouOvX68g/Zz/AOSfX3/YTk/9Fx16/QSFFFFABRRRQAUUUUAJWJ4siE/hbUo2GQ1u/wDKtusPxZdrY+FdSuXQMI4GyD3prcmWx8byo7OUVMLmmvHKBgMMei1eLrJK7Zxkk4HQU1io7iu3lOTmdzO8uRefmpwdh1dhVwyxjqwpnnQk8nP1o5SrkHmy9pRSGSUnLKG+lTlbeToRn8qY1uVGY34qWmMj81GOGTBqWMDseKgkEkfLKDRbvknNKL1G1oXAMUUgpa1RiLinIMLUZHepVGExVITGjrTqbSjpSAWg9KTNJQMKKKKADqaXFJnigHJoAUDFBFLRQIbTSOKeaaelAxh4oyMUHqKQjNSMSlBwc0lFAEgp4ftUKsQakHXJppksmBBFIRzSA5pw6VoIYwxzUTCpWGc0wjiokhorHrTQcGpWWoiMGs2aDhzT04bFMpVPI+tMLCSYE78d6ilX5cjrUjHM7n3oPQ1BSdiubd9m71qLy2zjmr0d2qcHmrAa2nAO0A0uRMbm10M5bZ26EfnS/ZJR/CT9KvNbIfuEj8aZtuYvuksKfs11DnfQiht1J2urKfWpmsiDlJMe1Ma8lHDpj8KPtBkGAwU1Voon3h4W6jGA2ab9onU5delIZJ4+SQwoF9zh1ougswF6N2GTFTrcxNgYFNaOC4XIGKrPZsrZXkUc0kFos17e5kgyYJSmepBrqtDvmvLBhMR5sbYJ9a4a2EkZO7oR3r0T4baJFrtvrMTnZJGIzE/oc9KjERU4HfluMlhqm+jPoPw4nl6DaL/0zX+VeKftK/8AH34b/wCudx/OOverK3+y2UMHHyIF/IV4L+0t/wAffhv/AK53H8465FsKpLmm5dzp/wBnP/kn19/2E5P/AEXHXr9eQfs5/wDJPr7/ALCcn/ouOvX6ZAUUUUAFFFFABRRRQAlcd8T2kX4easIuXaLGB9a7E1xvxI0671TwnPZ2Mvlzscg5wCBzg+1OOrJlsfKCQuwy77RSn7OnBYn1p0ttJFO8VxJlkYqQvNII0B/1YA9W613HIxoe2PYU7dbn0xSlFc5Qr+VMaIZO5AfejUNB/lW7n5SPzoNsn8LkfjUH2UMTtJWmmGeMjaxNK7HbzHvFIuQSGFMSDY24cUxp5VbDZpyTl2AIqdGVZ2LI6UtNAyKcOK0MgqQ8DFR8lgKe3WmAgpR0pvtThigBKKKKACkNGKMUAJzSjijOKUGgA5pc8UZ4pBzQAHrSGnYpD1oAYetNOae1MIqRiUUUEgCgYDrUucCoOc5qRTxQJkqk4qQdKiXpUgPFaRZApAxURBHbipgfakI4oYLcqtUbD1qZ17iq7g+tZM0Q44xSU0Nk80rH5T9KlssYh3Ox96efukd6igbr9akxk8ClHUHoV/JYmnpbP/fA/GntBK7cEfnT0s3yN0gH41KV2VzDlguFHDA/Q0ebcxk5UmpkgaLlZQR6VOJc/ePNaqKM29dil9rJ4kizQs1s5+aMrV/cjDBH6VG9vC+flGafIxcy7EAFs33XI+pprWiSD5XBpfsSH1/CmG1dOY3P0qbPsVddyJraaI/Lkj1FCXUiHDDNTJJcRHByRUrQpOu/btPelbsNy7kJvSwCha9v+CGktLb3MkqldzrIR0yB0ryXQrCza8iOoIywk/K2OGNfQvw8v7IzC3gCqxUKMHqBWNWbehrTj1PSQOlfPn7S3/H54c/653H846+hB0r57/aW/wCPvw5/1zuP5x1ianT/ALOf/JPr7/sJyf8AouOvX68g/Zz/AOSfX3/YTk/9Fx16/QAUUUUAFFFFABRRRQAh6V5v8adUvNK8CO9oSpmlWJ3HUKevPavSD0rl/H9pb3fgvURcWq3IjjMixsf4h0NOO4pbHyE8zouRksecmo/tMxPK5H0q3HGshLlcDsvpUyqvoK7VFvqcbmk9jN8xuuwj6VItyw75+tXuOhxTTHG3BUU+RrqHOuxXW4HfA+lTK6v0INQvaAnKnFVpIZIz9O4qW2h2TLskSuCcDIqrhUccCohO8fuKjZmc5/lUuS6FKFjSBB6UtRQcxKc1LWidzNqzFX7wNKx5pE6n0o5qhB3paQDmloAKKKKACkNLmkNACUo6UlOHSgApw6U2ndqBBTDT6YaAQh6Uw9admmGpZQUmBnNBNGaQxaAeaQmgUwJQ3NPBIqFTzT807ktEwNKRTQRinA5HNWSNIBqCSPOasn2ppAPNJq407FFompkhKxn8q0GC4rNuGydo9axmkkax1EtlMhIUd60Gt2WP5OW7moLfMSDC5J61YV5COVOKqEdNSZy10Kv2W4J54/Gnixc8tLzVnmnAGqVNCc2VDZSj7smfxpjW9yvOc/jV407NP2aDnZlMZ06g0guJF7mtUpu7VG1uh6qKl033GprsZ/22UHrUi3+SNwqZrWM9FqD7GZJkiQfMzYFQ+aJa5ZPYsrcRsPvVNDHLczpBbqZJZTtRFGSTVhdBWS5hgEojJwpc9M11uhJD4L1dbyW0N1IFwk56IT3xUe2GqWp6FB4GT/hXtrpVyqG/tVM24DkE87ab8IrKGfV7+4jVitpiJm7bz1A+lXtD8SLfsEkcEyjIPrmuw8FeH4vD+itFGPnuJnnkPqWNc0nc6UrI6UV89/tL/wDH54b/AOudx/OOvoUV89/tL/8AH54c/wCudx/OOgDpv2c/+SfX3/YTk/8ARcdev15B+zn/AMk+vv8AsJyf+i469foAKKKKACiiigAooooAQ1Q1eJZ9IvInGUaFwfyq+awfF939h8J6ncZwUt2x+IxTW6FLY+SZlVLiWNegcgfnTOlKcBmZm5JzzTYg1zL5cEbzSf3UXJr0eZRWpw2begmMnNGBW9beC/E14A0Gky4Pdzill8DeKbcFpNKcgf3Tmp9rHuP2Uuxg0nX6VJeQ3Fg+y7tpIW/21xVUXCHgHk0+ZMXLKJWuIVxuUc1TViCf5VpOdyEGqDgYzXPUVnob03dWZbtWzH9DU+c1TszksKuAd60p6ozmtRy9DSk4oA+QmkJ7VoQLR2pM8UlAC5ozmjHFA60AGMGlopM80AJilzSUUAO7U4cimCn9BQAhPNIeaDRQAwrTD0qQk1H3qWNCAUlKabmpKFpM0ZpKYD1NPB4qMc08GhCJQeKepBFRA04GrTIaJM0xmPSjPFMJAptjSGSvgVRHzyDJ6mpp3+U1Wrmm9TaEbGgs29yqMFUcZ9amjY5wJvzrPhRimamETgVrFtESii35jbufmHqKeJFbvg+9Z+9k5BINL9p3D5xz61SmTyGkQCBTDVdZ9o67xUySpIMKefSq5kyXFhuIoLtjinFcimhcU3cSImkcdRxXoXwx8Jx6tqI1O9Qm1jBCqR1NcbpWmS6vrNnp8X37iQJ+Gea+odJ8N2mj6ctnaqAFAyw78Vz1JW0OilG7ueLeNvDZ0PUg0QLW82TGwHT2qrpuoPNGLa6XzFxgEivZfEuiJqelPbShdw5jb0Ncd4J+Ht1e6lPdal+7sEbEaY+aQj+lcbOpDfBfhq4vNcUorpp8WH39Bn+6K9sjUIoVRgAYFQ2dlb2UCw28SxxrwAoqwBSSBsWvnv8AaX/4/PDn/XO4/nHX0JXz3+0v/wAfnhz/AK53H846aEdN+zn/AMk+vv8AsJyf+i469fryD9nP/kn19/2E5P8A0XHXr9MAooooAKKKKACiiigBDXGfFOQxfDrVnXqIx+pFdmaxfFWnRap4du7SUZR1GR9Dmk3bULX0PnDwn8PrvX1jvdRLQWJ+6g+89ewaN4f0rRYVisrKOMj+PGWP41JYoscKxoAEUAKB0ArRiXcc+lctSvKZ2UsPGCLy9BilflSD0oXGOKH+5Wd2aWRh6rpOnalG8V3axyq3GWHNeReK/hn9lR7vR8kDkxE5r2ec8ms+br7HrW1Os4mVSkpI+YDvR2ikUq4OGB6iokiWWTYz7R1Jr1P4k+FIRYnWrSPbIh/eqo6j1rycndJ9a9CM1NXPPlTcJWJ7ePa+R07VbLHGKrIduKsswwDW8dDCW45PuDNMOc08fdFN71ZAUUUUAG6iiikAvNH0pM5pRTASkJpTSYoAcvSlpBS0AFFFFADSfeoz1p5HWkIqWNEZpDilJ5pvepKQUUmeaWgBQacDUZ64pynmmDJl607imLjvTqaZDBjxxUDscdamPpULDrQyo7lSVsnFCjdgU1iGc1Ys498wPYVgtZGz0RfhgCIBUu0c5FOAwBRXakkjlcrkXlRnqtQvaqwOBirIOSTRjmpcUxqTMx7d4jkcimBsHrg1qOMiqs1uCPl4rKUGtjRTvuNiuyuA/I9ath0cZU1klShIp8QJOASKUZtDcEz0r4TWZvPiDasE3JBE7s3ZeMCva5daOn3Jgujjb0PqK4r4bal4eg0xLXR0IunUG5kk++x7/hXZa9pY1WwMkPFxGMrjv7VhUd3c2pKyHrq8WsTx2lsdzk+nbvXZQwrDEqIAABXP+FPDsOj2KysN1zKMux/h9hXSisXqaiClpaKACvnr9pf/AI/PDn/XO4/nHX0LXz1+0v8A8fnhz/rncfzjoA6b9nP/AJJ9ff8AYTk/9Fx16/XkH7Of/JPr7/sJyf8AouOvX6ACiiigAooooAKKKKAENUdU/wCQZcf7hq8ap6nxptxn+4aiew47nE2vODWlB0rMtW7Vpw/drh6nollKWXiM0i9KJM+Wc1QmZsp4rPkPzGrs2cnHSs+VsE5oA5rxneLD4cukfBV0I5rwKNf3uQOBXpXxK1U+Qtmjcs3Irz2JAqDjmvRw0Xynm4ma5gK5qYjAFIqjvTzzXakcTYp7UlKfTFNNUIXPNGabRSuA4HNFIKWgAoxilA4pOtMAooooAcDkUUgNLQAUUUhoAQ9aQ56049KQ9KQETDHNM6mpu1N21LKuREc0lTFfaoiMZ4pMa1EpRTTwKcppIZIKkzkVGpHenj9KohoKincKhqZsbaz7hyxxnipm7IqEbsYoy3Fa9rbbIsnqazbdkj+d+cdBXX6L4Q8Ra7afa7K0AhPCl+M/Spg4x1Zck5aIyunFNJrQ1Pw7rmkc31jIqZ5dRkVmKwIrojNS2MJQlHcd0FJn1petMINVclDs9cUwknikJ20ZyMjrUsdiCZAc1V5jbirzAkdKrTKBWUl1NYvoaega1caPqUd3buVIPzAdxX0F4P8AGEGs2iuPlbOCp618xJIVPH512PgrWzY3pXfjIyOcc1lKzRrG6Z9a2jh7dT6ccVYBrm/BeoHUtEExz1xk966QCuc3HCigUUAFfPX7S/8Ax+eHP+udx/OOvoWvnr9pf/j88Of9c7j+cdAHTfs5/wDJPr7/ALCcn/ouOvX68g/Zz/5J9ff9hOT/ANFx16/QAUUUUAFFFFABRRRQAhqjq526ZcH/AGDV41Q1hd+k3IHUoamWw47nFW/3citSE/uxWVaHMY9a04yBGK4Fuejcso2aS4bCYohXdzTZzniqEzMnJGayLyYRxu2cYBNa12QCa47xXeiz0e4kJx8pxVQV3YmTsrnjviG9Oo69ISdyoSBVTZmoLcmSSSQ9WYmrQ6V7NKCUTxasryGAYozyKcw6n0pB1rQzEY/NSGlpCaLjEopcUYpAAGacBSU7HFMTEzS4oHFFMBD1pKUmkoAAM06mg4p1ABRRRQAUmKOvFKOKBBinKuetFPU5FNCuGwHtUckQweKlo702gTsUXjIOaZgg1ckXJqs64aspRsaRdxF45qUdBUIODUqjvQgYkjYQ+tZrHc3NXbh9qHFVI13MMAknsKyqbmsEdN4O8ON4h1mC1Cnysh5W/uqP8a+l9Ls0tbVIo12xxqFRR0ArjPh34c/sXQoTIv8ApV0BJLnqB2Fehou1QBXn1qnNKyPQoU+VXZBPaQ3MZSaNXUjBBGc1wHiL4VaXqSvNYqbW4JJBX7ufpXpGKQjNRCpKOxtOlCS1PmDW/DOr+H7hkvLZ2iX/AJaoMg1k+YrDjrX1Ze2MF5btFPGro3BDDNeP+M/hgYme/wBFBGMs0Hb8K76WKvpI86rhbaxPMiMk5phOKXLxyNFMrJIhwysMEU1hkV2XutDitZ2YjtxxSWtpLqN7DZQIXmmcIoHvUTsFHJ716/8AAzwkbvUZvEN1FmCH5LfcOrdzWNSVjWEbjJP2e79rdHh1SISFQWV1PB9Kk0j4Aakl4r6jqMSwqcnys5NfQYHAp1c3MzpUShpOm2+kafBY2q7YoV2j396v0mKdUlBRRRQAV89ftL/8fnhz/rncfzjr6Fr56/aX/wCPzw5/1zuP5x0AdN+zn/yT6+/7Ccn/AKLjr1+vIP2c/wDkn19/2E5P/Rcdev0AFFFFABRRRQAUUUUAIapamcadP/uGrpqnqi7tMuAOuw1Mthrc4a3wPzq+nIAqharlVPoOa0oFGc1wWO9bFyPAWopxxnFSr0qOb7tNDMa6f5GPevMPibdtFo6xjJMjY49K9HvHwzD0qlY6bYatfvb31sJ45F2AEcD1raj8RlW+E+d4AFiHvzmpl7V6f4++E9zowk1DQozPZHl4RyyfSvMVUqcMCCOx7V7FOSa0PGqJisBjFQrw3NTNUPerZCF4zTcUp60tSMbSjmjFOVc07DuKFNLtOacKWqJbIsEGl570uKXGRRYLjDSU49KbSGGDTqQGloAKKKKADFKBSjpSE800JjgKUcUmTS1SEOoyO9A6UYoAQkVE6gjNS4pHHFJoL2K20HtRnbTiMGmSHC59KzZaKdw+58Cu3+GXhg61rf2q4jzZWvzMSOGbsK5HS9Luda1WKztIy8srYAHYetfTnhjw9BoGiw2EKD5OXbGNzdzXDWqWTO6hT5mma1nD8wOBgcCtE1FAmPpUp61567no6dAozRTWNUA2VsDBqnJyhFS3D44FU5JMA0r2YWueeeO/A8OrQSXlkix3i8/KPvCvGX86zne3uFKyKcEGvpa9uFSM7sV4d8QkhOqC5hADMCGI7mu3D1+jOHE0UndGJpekXGu6va6fbKTLPIF47Dua+wvD+iW/h/RLXTbZFEcEYU4HU9zXlPwM8HNb2D+Ib6EiaX5bYMOi92/GvawK1qS5mYQjZC0ooorM0CiiigAooooAK+ev2l/+Pzw5/wBc7j+cdfQtfPX7S/8Ax+eHP+udx/OOgDpv2c/+SfX3/YTk/wDRcdev15B+zn/yT6+/7Ccn/ouOvX6ACiiigAooooAKKKSgANVb4Zs5v9w1aqvd/wDHrL/umplsNbnEwJtQDFXoFwKrICDirsWAnNcPU71sSr0pk4+XrUkdJOMx9KYzkr5z9pcHpmtDwuYLm9e1UYuLc729cHpVDUUImZvU1Lp2iTvOmsaXLsvI0IcdQw9K2o7mFfY7iCYqs8dyV2qCx9APevlnxnfWepeL7+506FIrQvtRV6HHU/jXqnxL8eSadoo0q3UR6tdJtuGU/wCrTv8Aia8NU4IAr06EWtTy6zT2HGoD941PVdwd5xW89TKIoNGaShcGpGPUZp4GDTVp1UiWOopBS1Qg280MMClBpG56UAR0h60/FRnrUjuKKWkFLQMKKKKAHDpRSHgUmaBWH7s5FKOKYOtPqkIdRnNIOlJ0pgOpCM0mfejNAEbDOaqskk86W8Kl5ZCFVQOSasSOFU881698LvAht4k8QajGpmk+a3jYfcHqR61zV6nIjoo03Jmr8OPAyeHNN+13Q3ajOBuyP9WvpXoSpxQigZPrT68ic3KWp68I8qsCHCkd6UHNJj2o6Ui0hxOKiZ8A80rPVSeUKpx1pARTygmqE8+1TTpZMcmsDU76TelvbgyTyttRV71LKWi1Kl/cXOo3sen2Kl5pDgY7V3On/DjQl0mO21K0S7l3B3d/73tVrwj4VXRIDcXGJL6bl3P8PsK6oDjpXVShZXZxVanM7EVvbRWtvHBBGscSKFVFGABU4pBTq2MQooooAKKKKACiiigAr56/aX/4/PDn/XO4/nHX0LXz1+0v/wAfnhz/AK53H846AOm/Zz/5J9ff9hOT/wBFx16/XkH7Of8AyT6+/wCwnJ/6Ljr1+gAooooAKKKKACkpaKAGk81R1O5W3tTk/M3AFXj1rA8Q5zF6CsqjtEuCvIyVHz496txjiq0Yy+atJhTXIdxKgxmnSj5KavXNEjcYpiOa1JAVcd6xdS8dQeF/Dskdq4k1OUFERf4Pc1v6kq/PurxfxdPF/aUoGN3Tmu7B01N6nHjZuMNDlrq7ub67luruZpZpWLOzHqaiHTNBOTmgHtXp2toeXdsf71A3LE1MelRP0pSBDGpFbmkJ4pFOai5ZKG9KcGwcVFQOoNO4micHmn1X3GpF4qkxElITijNBFUSJUfepKaRikxhRQTikJpDFpRTKeKABqTBp1FADeQacOtNJyacOBQhDjwM1Ez4NSEnbxVRgckmhtjSuWN4xTGlAqHdjP06V1XgfwXceLdQDSK6afEcyS46+wqJVElqXGF3oa/w08DP4g1EalqERGnQHKhhxK1e9bFjCxxqFVeAB2qOwsLbTbKKztEEcES7VUCrKrzmvJrVXNnrUaSghQowKdigClIwKwNmMNRs3WnOxqtJLtzzTGErhQeay7iapZpS3ese9uvKQsaTGVtUvzEm1cszHCqOpNdN4M8KtZD+09RXfeyfdU8iMelQeEvDhuZk1fUIye8MbDp7mu+UYFdFOn1ZzVqt/dQAU4Cilrc5gooooAKKKKACiiigAooooAK+ev2l/+Pzw5/1zuP5x19C189ftL/8AH54c/wCudx/OOgDpv2c/+SfX3/YTk/8ARcdev15B+zn/AMk+vv8AsJyf+i469foAKKKKACiiigANJS0UANNY2vRFrdHH8J5ra7VT1GPzbGUHsM1nNXRUHZnMRYqzjjNV49u3k81MpyMdq5DvJVYMac4+U01eBTsk0AYl7EZJSAOK8z+IfhCWZU1OwQkx/wCtjA6j1r1+WPDEhc5qFoVdSGUHI6Eda1pVXTd0Z1KaqLU+VgQWwO3BpwAzXrPjf4eCVW1DSIgkx+/COje4rymWGSCVopkKOvUEYNevSqRmro8erScHqIelRMMr708dKaelaSMkQkHFMU4qUjg4qANg4NQ7I0RKBSkUg6UvNFxBjmpFNMpw700JokopB0paskMUhp2abihghh60nenEelJg0hijrTgOKVQKUjApoVxKKXHHvTSDmhoBuccU4GmNkGnZ4zSGOqKUADJFPVscmtzwn4UuvFerJCqlbVDmWXtj0FTOSSuyoRbdkL4L8F3ni3UVK5jsY2/ey+vsK+jtM0u20ewjsbSJUhRcYA6+9M0fSLLRdNisrKERRRjsOSfU1oAV5Nas5PQ9ajRUVqCjrmnAc0AUZrA3HUwmmNJiozKDxTEJI/PNZ80mSasXEgAxms2WTGTSZcUQXEwQE5rM8PXNnrfjJdMmk3eUhlMfrj1rF8aeJYtFsGbd++cYjX1Ncp8E7yS4+J3nTOXeWF+TW1OlfVmFepbRH1AihECqAABjAqSm06t0cl7i0UUUwCiiigAooooAKKKKACiiigAr56/aX/4/PDn/AFzuP5x19C189ftL/wDH54c/653H846AOm/Zz/5J9ff9hOT/ANFx16/XkH7Of/JPr7/sJyf+i469foAKKKKACiiigAooooAQ1DcLugdfVTU1MbnNJgcFb3RN0yFeEOPrVySfbIvuazJMo0pHBErDI+tSM5dAe471xNWZ6ENUbo5GacOlVreXzYFbPIqZWz3oGObpUDLz6VOajYikBXlUOm09RXEeLvA1nrkDzQqIr0ZKuB972NdxJjqKjdN64rSnVlB6ETpqas0fMN7ZXGm3b2l1G0cqHGCOvvVZhjNe0/EHwb/bNut7a8XcC9MfeHpXioJV3jYEOpwwPUGvYo1VNHj1qDpyEI4xVaSIqSe1WjwcUYzwRVuNzNOxUVsGpgwNDWwJ4PNKIivWkk0NsKcO1KVFAIAqhXHL1pxNMBp3amhBRRSjFMkQDmlxRzS9BQAAcUuMd6QZZgqglj0A6muv0j4a69qqJLIqWkJ7y9SPpUucYrUuNOUtjkAc0EgdSBXqsHwcgXb5+qyNjqFXFdDp/wAOPD+n4Y25ncd5DnNc8sVBG8MJNvU8G2vJxHFI5/2VzV220LV7o4i024I/vFMCvo600OyjwIrSGJB0CoK0WtIygVVAFYyxaex0LBW3PBvD/wANtS1e6UXKmC3VvnJ/lXt+jaHp+i2cdrZQiNFXBx1NaEMSwptQYFSBBmuarXlM6KVCMByjinDp1pOlHasDe4fQ008GkJwKhaTByelAhz479aqtndkdKleQbSaqNPwQKQ0QysWbk1lapexWNjNczMFjjUsc1ozNkZryD4qa7JtXTo3wh+ZgO9VFXYTlyxOD8Sa5PruqSXEjHys/u19BXW/BF9vxLsx0zG4/SvOgCQPWvQfg9+4+JmmbuNwYfpXeloea5Xep9aClptPFQNBRRRQMKKKKACiiigAooooAKKKKACvnr9pf/j88Of8AXO4/nHX0LXz1+0v/AMfnhz/rncfzjoA6b9nP/kn19/2E5P8A0XHXr9eQfs5/8k+vv+wnJ/6Ljr1+gAooooAKKKKACiikoAKguZVgt5JWOFRSx/Cpi3WvJvip8SrXSdPl0fTZVlvpRtkZTxGP8aGBJol//bGhSXY+8ZpD/wCPVoLwPYgVxnwr1Brjw+0UzDmVgK7goQ2OwFcc1qehT+Et6efkcZ4zVoHBrPtCRF/wLmrqnpUF2Jw3FNYgDNGcimSfcIpsLFR5sye1WUwyg1nTfLkmp4JDgYORUxKsWWUYI4zXh3xU0aHTLqDU7aMRrOxSRAMDPrXuHLZNebfFzT2uPCvnouTDKGPsDXTQm1PQ5sTBOB40kysRipsZrIDPGfSrMV0eAxr1Y1O548qfYv7TmlxxzUKzKx4anluOtap3M2rCkA0xl5p+RSHFDENpQcigDNAGKSAUe9LigjPNHSmAA0E0jMoFdB4Q8K3HinUtmGWyiIM8uOB7D3NROooK5UIObsdP8MfDAurr+2b2MGGM7bdWHDN3avZBt4IrPt7S2sreO2tkEcMShUUdgKnikO7bmvHq1XOR7dCgoRLB69KXywSMUKMip4kx1rJGrsORcDFLjmgnBpM81QAeDTxTM04EdaliaFNNLECnE5prYxQIaWz1qCUjacZzUrEAdaqXDntQUis0jDgk4qpLIA3WpJXyeT0rnPEmvW+i6fJdSuFIHyLnkmlu7IrRK5NrfiG10y0keSQAqpNfPmu6tLrWrS3bk7ScKPbtU2teIbzV5naVz5bNnbms6CIyMD2FdlGlbVnBiK19Cxa24A3tg+grr/ho5HxN0cjgeZj9K5hRgYrpfh0QnxB0hv8Ap4Wu2UfdONPU+uByM06mqKdXIdCFooooAKKKKACiiigAooooAKKKKACvnr9pf/j88Of9c7j+cdfQtfPX7S//AB+eHP8ArncfzjoA6b9nP/kn19/2E5P/AEXHXr9eQfs5/wDJPr7/ALCcn/ouOvX6ACiiigAoopKACo5JBGjOzBVUZJJ6Cob+/tdNtHubudIYUBLO5wBXz58QPitPr8sum6M7wafnDy9Gl/8ArUAdH8Rfi2sAl0rQH3ORsluV/h9hXhU7vO7TTMWdzuZjySakHTr+tI4BU5p2A9N+GzlfDu5Tho7kn8xXo0byA7w24HnBry34ZS5sb6Mn7sqnH4V6jb/wj1FcU3qd9H4S7asCkmDn5s1aDEjNZ9viO5K9jxVhJdrlT61m2bxRejbNEhpkAIBJokJPPamDMzVHWOzkJ7Amszw3rEOoRtEsgMkZ+YdxVjxNdxWWlTTzttjUfMa8o0/xtZR+PoWsI9lpKohkbP3j/eq1FtXQpTUUrnuijFYniWwGpaVc2jDIlQgfXHFbEEyyxBlqO5TcM46c0k7O4pR5lY+T54WhnkgdcNGxUg+1QNGMZFd58QNBOm69LeIv+jXR3A46N3FcY0eTkdK9WPvRTPEqXhJplQOyHipkumHXmnMgPUVA8WOlHvRFoy6lyDUglU1l8r60okK96pVGt0JwvsaocetAkGcVmrcH1p63AJq1VRPs2aBlAFRtOMVXjPnOscYZnY4Cjkk16F4X+GN/fTxXerobey6+X/E/t7VM6qSKp0HJ6GB4X8LX/ii8URo0dmp/eTkcAeg9TXv2iaVa6HpS2NogWJep7sfU1JYWNtYW0dvawpFCg+VFHSpbiYRoRnGa82tWc9j1qGFUNyK5n8s4HJPQetWbOJtoZ/vGqFjEbm4Nw4+ReEB/nW3GhwM1gjd6aDlGBmp1+6KhfipU+4KaM2OxSYozgc1C03amykh7ttwKfH0qpli3XinLOEbaaQS2LbdKiOc0eaCOKbk0EiPjFZ0suCeKuTNsGcis26lUJnNIaKl3KkFvJK7AKq5JPavnrxn4gl1zVnAb/R42IRQf1rvviN4q+z2/9m2sh3MPnINePnLH3Jrpo0+pzYipb3ULFEZHCitJEWNdq/jUVugiUM3WpCwLk16EVY4JNjq6HwK+zxxpDelyn865wtzxWv4RnWHxhpJJ5+1IMfjVSkrErc+yQRj8adTB0p/auI6ULRRRQAUUUUAFFFFABRRRQAUUUUAFfPX7S/8Ax+eHP+udx/OOvoWvnr9pf/j88Of9c7j+cdAHTfs5/wDJPr7/ALCcn/ouOvX68g/Zz/5J9ff9hOT/ANFx16/QAUmaKQnAzQAp6GsLxH4p0zwvYNdahOF4+SMfec/Ssnxx4/0/wlZsCyzXzj93AD+pr5v1/wASaj4lvmvNQmLOT8q5+VR6AUAavjfx9qfjG5ZXcw6ep+SBTwfrXJYzzQByaWmAmKGGVIpwNBHFMDsPho+261BCTyqnFeuQP88PpivJ/hlCG1DUmA5WJefxr01ZfKeJWPU8VxVviO+h8KNfYS/mDoKrzTbJgSaswyZjKetZmpRyFd0Z+YVidK0ZuQ3IkgUL361MxGBXM6PfsJDDNwc8V0gywHpTQSsY/iSzXUtDvbNlB82JgCexxXyu/mWd8QDiSJ+COxBr65ubcNGQecivlrxbp0mmeJr63kQriUlcjse9dNF9DlxK0Uke+/DrX11zw7HMzfvU+SQe4rrpPmBHtXzv8LPEbaTrv2KWQLb3XByejdq+h4dsgDAhs1E42ka0Z80DlvFGhx6zo1zamMGQgtET2avAJYHt53glGHjJVh9K+pri2EgKg9uTXz34502TTfE9wjjCudynHUV1YSb+FnDjqaa5kc0yA9BiomTtipgcZyOaCuRmu52Z5qbKZTJ5FNMI4qw1NJFQ4otNlRo8UmwjtVrAbinrGCankK52dh8P9U8PaC0l5qcZkuycISuQg9R716HdfFbQ2gKxRzO/qVxXh+ArY4pjPgnJpunF7jjVnHY9gb4r2rNsW2cA8Zq7b+I3167trW2dd0rfNznavc14a0hPAr2z4V+Gv7O0htTuVP2m74jz/An/ANeuWtShFaHZQr1JSselWkaxoqgfKBgCrq4C1UVwH4qzvGBkiuJHfZtXGyKWBxTILkBGRvvpxUpdQM5qhM4LkoMZoEy20hYcGoxyeajhycCkuJxGML96kNBNOqnah5psclrCC1xKN/pmqYLM2B949T6VFPbQ7fmG5j1JoQ3qXH1SHzAsLBhV6OcOn3q56O3SENKcKo5psd9LI5ZRtQdKZFjcmdcEMeK4Dxb4iXT7eUo4B5AxV3V9beBWRZBn1zXinijXJNQvXjzlFODzV04XZjVnyrQytSvpdQvGmkcnJ70lvAPvvjHaqYPpUvnkrtrvjZHBLUszz8bRxVXzXHINMZ9xpuabbZNiXzXPetTwxIV8V6Ux7XUZ/wDHqx60dAYr4i05h2uI/wD0KpbY9D7jXlQfUU6ooTmFCf7o/lUwrMtBRRRQMKKKKACiiigAooooAKKKKACvnr9pf/j88Of9c7j+cdfQtfPX7S//AB+eHP8ArncfzjoA6b9nP/kn19/2E5P/AEXHXr1eG/AXxLoOj+B7y31TW9NsZ21B3WO6ukiYr5cYzhiDjIPPtXqJ8eeEAP8AkatD6Z/5CEX/AMVQB0BNeafET4nW/hyKTTtNxPqbDkg/LFnufesD4i/GKyhgOneHNQglkYfvLqJwwUeikd68Kk1Fbq4eSSUFicu7sCWPrS3AvXt/c6lePdXk0ks8h+ZmOarjrjtUP2iHH+uj/wC+hR9oh/57R/8AfQqgJqKjFxABjzo/++hSC4gz/ro/++hTAmApT0qL7TB/z2j/AO+hSNcwf89o/wDvoUAd98LmU6nqUR+88Ax+dd9J+/gMZ+WWFq8v+G+qWFl4jnkvL+1t4zDgPNMqAnPqTXp15r3hoOZovEGlFzw2L2M5/WuOtF8x3UJJRNDSrs3Ee1hiROGrRMYkXn8a5JfEeg217HOmuaYVbhwt3H/jW7F4s8MgD/ioNJ59b2P/ABrPlZu5prcoX0TWlyG2/us/eA6VuadqMbqqMxJ9ay7/AMR+GJoW/wCKg0lsjoL2P/4qsLTvFehK80LazYK8JGGe4QK4Poc4NNxaGpRa1Z6M4yBXmfxV8HLq2nHVrVR9qtgTIAOXWurt/Gfhxohv8QaUDjveR/40+bxX4XkiZH8QaQysMEfbY+R/31TjdMzkotWufLYYxFJI8q6HII6g17T4G+JkNxDFZag4S4UbQzHhq8y8X2VhYeILhNPvbW6tZCXR4JlcDPbINc7uKPkEgjpXS1zo5FN05WPsSO+gmiEqMNrdK8m+Ldosk1tfRMrADaw9K8ttPFGtW0PkRahKEI6E5xTLrWNQv8i6u5JF64JpRg0x1KqnGwjvhtuc01pioqvv96R3J4rZTkjl5EK0xJNN800zHNGKfO9xciJUl9anDcZFVBxTklIPJ4q4VGiXAleQmmZzSZBqzY2NxqF2lrbRmSVzgKBVt3JsanhLw/N4j1+3tEU+TuDStjgLX0rb28dpCkMSgRoAqgegrm/AfhhfD+gIJUUXcx3SMOo9BXTTyBVrhr1Lux6WGp8quV7i8S3OWNFvcCQBgSQT1rNnxcTYc9TwK17aCNLYDGMVyna2kibcXGO1AQ5AApeFHFNuLpIIgQfmPSgShcZNN9nO1SN57VVVndznvTLdTKzSvyc1YW4t4QWmOPSgTSWgD92p9TTBHkF5DtUU8SQzncjZWs67vDdS+VGcQoe3emiQuH+0sUBxGOnvVLUZhaW4jjPzNVousSZ7VwfjPxLHZBgrgykEKPSqhFydiJtRV2YXjfXFtYRbRkeew9elebAlslup61PdXEt5cNLKxdmPc1FsIPNdkIcqPPqVOZjeaXGaKfHGzthRWplcZtqZIMrzVhLY4+apgg444q4wfUhyKRtj2NXtHgKazZsT0mQ/rSlQO1WNLK/2vZg9TOg/WhxsgUrn2lbnNvGf9lf5VN2qG34t0/3F/lU3aufqboWiiigAooooAKKKKACiiigAooooAK+ev2l/+Pzw5/1zuP5x19C189ftL/8AH54c/wCudx/OOgDwWiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACrUlu8caFlKkqDz3BGRVWvXfEfhJbzwFomq20YFymn2+8AfeXy1qW7FwhzJnlkYBGacaNoXI/MUgNUR1sLRRRQAUUUUAFMPSn0xqAEViOgya9z+F/g8aXarrN/Hi6uE/dow+4v8A9euF+GnhJde1M314v+hWpBwf429K95EgB5wAOAB0ArKpUtojpo0FLVlwHA9qo3NwqAll3Yp0t2scLNjJA4riPFHj+x0yB7fyz9oKngckGsEnJnTJqCNPTruTVtdlMX/HvbfKcd2611sbfugD1rhfhLBPNoF1qFzk/ap2ZM+ld2y7MmiUbaBF82pXurpLaJpJGCqozk1y6a8dRu9kKF+cAjoBVzXVF0yLO4WHOAufvVPY6dDbRAIgUewqDoctLIsRzFIfLH3m4pzRAgK+GJ65pxEdqnnMCzdFWqf2oq2WHJ/SkJLQfcqYyIbc7F/ixUQRYk64qRTndK3VugrN1TUobONpJDhIlLyN6VSVxNpK7M3xV4hh0ixbLr5hHAzzXiGpX8uq3rzOxOTxVrxHrkmuatNOSfKLYRfaqELqi8qc13Uaaijyq9Vy2HxQbBk8mpGiV+ophuEPrR9pX0NdXunLqwFug5xVhECjgAVXN0pH3TTTdMeAp/Kjmigsy4WC9ajadRxkVW/fSdRgU6Oz3N87VMqi6DULg87N9wEirvh2Np/FOmxNkk3MYx+NRFVjUBegNb3gi2E3jzSUA5a5Q1DlctQsfYEY2oq+gAqUUwDFPFZFIKKKKBhRRRQAUUUUAFFFFABRRRQAV89ftL/8fnhz/rncfzjr6Fr56/aX/wCPzw5/1zuP5x0AeC0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9Q+HUS48DaJGQGH9n2+c/9c1r5ertLD4l+JdO0+3s7e4txDBEsaBoFJCqMDn6Cs5pvY3oVIwb5i/478PLY3sl3boERj8yiuHXpW3qXjbWdXRku3tyG64gUVzvmsfT8qqKa3M6lm7xLFFVvNf1pfOf2/KqILFFV/Of2/Kjzn9vyoAnNWtM0y51jUYLK1QtLK2B6D3NZ3mt7flWtoPiO/0C4aWw8hZXGN7xByPpmk79Bq19T6G0TSLfw7osOn23IQfO56s3c06S9RCcuFHdieleKt8UfE7fKbi2x/17rVG58e69djbLPDj2hUVg6bbud0a8YqyPTvFHjOCw06fyWzKOI89Sa8o0fTL7xd4iitVZnmnfLsf4V7msm81C5vpTLcSl2rU8N+K9U8L3Ms2mG3WWRdpeWFXIHtnpWkYcqMKlbneux9P6fYQaLpNvYWwxHBGEz6nuabNPhGJ6da8Eb4veLn63Np/4CpUE/wAVPFMwCvcW2Pa3UVm6bbNo1oxVj123ibXfFOD/AMeliuWx0LnoK6llCcYGB04r520v4neJdKtXhtJbVVZjIxa2VizHuSast8XPFr9bm1/8BUo9kyvrCPZdc1ODTLCS8nJO3hUHVj2FQ6Tp+oXFqLzUMIZPnWIfwivELr4ieIL29tru4ltpHtm3Ipt12Z9SvQ1pt8X/ABewKm5s8H/p0Sj2TF9YR7BeTeXGVT5VUElj/D6mvE/F3iyTVJH06zb/AEYSfMw6yH/Cq+o/ETxHqNlLbT3MIjlG1/LgVSR6ZFctFM8T71xu9SM1cKdtzCtW5tjVtbIRJl+XPb0q0VUj7orH/tG5/vL/AN8ik/tG5/vL/wB8itrnNY1DFGOdopuF7KKzDqFx6r/3zSfb5/Vf++aLhY0yvfHFKQCF+UDArL/tCf1X8qP7QuPVfyouFjTwKUcGsz7bP6r/AN8ikN/P6r/3zRcZpSNyOK7T4VW32n4j6bxnYxf6YFebm9mPcflWv4e8W6t4b1VdR02SJLgKVBkiDgA+xouB9u08dK+T/wDhenjr/n9s/wDwESj/AIXt46/5/LP/AMBFpAfWFFfJ3/C+PHX/AD+Wf/gItH/C+PHX/P5Z/wDgItAH1jRXyd/wvjx1/wA/ln/4CLR/wvjx1/z+Wf8A4CLQB9Y0V8nf8L48df8AP5Z/+Ai0f8L48df8/ln/AOAi0AfWNFfJ3/C+PHX/AD+Wf/gItH/C+PHX/P5Z/wDgItAH1jRXyd/wvjx1/wA/ln/4CLR/wvjx1/z+Wf8A4CLQB9Y189ftL/8AH54c/wCudx/OOuT/AOF8eOv+fyz/APARa5fxd461zxpJavrMsMhtQ6xeXEEwGxnOOvQUAf/Z", "path": "001022.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.
001023
Men Tshirts
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", "path": "001023.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.
001024
Men Tshirts
{ "bytes": 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", "path": "001024.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.
001025
Men Tshirts
{ "bytes": 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", "path": "001025.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.
001026
Men Tshirts
{ "bytes": 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", "path": "001026.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.
001027
Men Tshirts
{ "bytes": 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", "path": "001027.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.
001028
Men Tshirts
{ "bytes": 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", "path": "001028.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.
001029
Men Tshirts
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A/CsSP4aWsfieO787NhHL562+Or5yAfVf8BXoKqTKSSTnmiU09EKnDlvJlTUSIrV2/uqT+QrxyXxSkrb5NCtSTySXySa9d1wO2n3CIMsYmA/I14K0bKiMVba33SRw2PQ96qEIy3M6kmtjaPiW3P8AzALYfRhVHUtXj1KeOWWxaPy1CqqSAAAVQP0pMZ7Yq1Sinexk5yZsWviJLdJI200yxuNrK8gwRS/25phJZvD0efZ6xMcU056Y6d6HTi3dgpNaG9/bmkEc+HVH0c/410vgHWdMl8daRFbaO1vLJMV8wOePkY8889K88wfWup+G2f8AhYuhf9fB/wDQGpezig5mbfjzQ9NuvHWsTT2qvI84JYk/3FrnP+Ea0n/nzX8zXW+NoFfxtrDFnH78dHI/gWsH7Kmfvy/99mi4jIl8O6UL2CMWagMrk8ntj3qU+GtKzg2Sj/gRq1PbIt9agPJyH/5aH0qf7Mp53SD/ALaGi4GefDOkY/48x/30arw+G9Le4uUNrkI4C/MeOK3Ft0xjL59d5qrBCpu7tS0nDLj5z/dpAU/+EV0jva4/4GaSXwrpKxOwtzkKSPnPpWsLZMffk/77NNlgXynw8n3T1c+lO4GNbeF9LltIZGtW3MikneeuKl/4RTSP+fdv++zWhZxBrKA7n5jX+M+lSNGqDJkk/FzSuwMG58NaXHPbIsDASOVb5z0xmtbTvh9aakJZIoNsMQy7tIR+A9TTorOO9uoyZpBHASzsHJIyMAAZ61pvdiLTBDASkaTY+ZiScr1J9a5q1dQuup0UaLm7vYwJglshtLdAsacADrWfJCFGWBJrQnlTJIPXpgdaqPFKYJZ2G1Yxls9fwFcFNTk79T1JShBWbK6ou9MLhtwq3KcYwCGz+BrCl1u2iyqxymTruJAFW9M1KTVGlUKi+Um87uhFbyw9R9DJYqktEa8e1h0IxUq6Vba15Vncn5wT5TbtuM9iaouJkRZPLZEIyGzkH8angvBlQDhyc5Fc6U6Uro2bp1Y2ZDqPgu10+ZIpUmRzKqkM3Y9xSHwfp2f+WwP+/XVu662um29xcMlzHH5iOcgMMng/41VntZIJmjl81ZF4ILmvWpVVNeZ41SnKDdznv+EN07+9P/31UKeFdPN3LDmbaqKw+bnJzXReUSTh5P8Avs1VRCNRuPnk4RP4z71qmjJmW3g/Tz/HP/31Tf8AhDbAf8tJvzFbhOM4klz/AL5pgkfP35f++zRcEc7a+FbOe1SQyS5bOcEetS/8IfY5/wBdN+lbmmqx0+HEkn3f7/uanKseskv/AH2aLjOXuvCdpBbs6zTFgRjOPWpT4Ms88XMv5Ctm+Rvs3+tlOXUcufUVaJbJ/fS/990r3A5j/hD7XJ/0iX8hUcnhO2WWCMXEh8wkZwOMCuqAYf8ALWX/AL6qnKGW+tgJZP4z972FO4HW+GdNTSvh9BAjs4OqTvlhj/llGP6VaBp+nE/8ITbAszf8TKbljn/lnHUY6VS2JH5ozTe1GfSmIeDUkEM11cRwQRtJK5wqL1JqAHFeoeDtCXTNOW8mTF3cpk5/gQ8hf6n/AOtSbGjJ0nwA7xrLqc5jz/ywi6j6t/h+ddlYaTY6ZHts7WOL1YD5j9T1NXqM1JQUUmaM0ALRTN1G/wB6AI7iCO4iMcq5U1xnijw5Leabc2pDPBIvEkf3kIOVb6g4NdtuDdDg1G+QamUFIqM3E8a0rUJru0aO5wLy3cw3KDs47j2PBHsaklNdT4n0uy07W7fxJLAhtpNtrqZOcCMnEcvHdGIBP91uelac/hvS2B/0d1/3ZDWDoO+h0xxEbanm8oHWqcsoUEkgAdzXo7+FdMJ5SVvYyGqV/pmj6FZTag1koEY46yOzHhVUEnLEkAD1NCoSe5TxMeh5xNpeo69qVno8SyW8F0pllmIwRADhmA+pCj3Nem6ZpVlounx2OnwCKCPoB1J9Se5pnh3RZ7WGe+vRnUr4iW5OchSB8sa+iqOPcgnvWts2Nzya64QUEck5ubuwjJVcD71WkRUG5jz6VAny896YXYsRmqvcixPJcCUGPqjDaR6j0rl5oX027MLH5DzG395f88VvRqfMz71aktIbuHy7hAy5z6EH1BqJRui6c+VmB5odNw7U+KdTkgAn1qve2smmzFN26M8o/r9feuWHiYXOvf2TYBppRnzpoozJHb8dXI7A4zzxmufld7HXzx5dWdbM0KAyTyKi+rNx+deZxWuo6lrl54b0qxgvbKzupDLJd5RYgcEgnquMdu9aN9Z2No8R8Y6m2t6q2Ps+g6b8w3Hpu2+/c/rVnWFnu9Mt7zxddNoGnIc3OmRkvLcZY+WS6/NyBgg5GVz343hHlOWcrnCa7ocum3gaCOSSymLNbygbgwBwQG749ayjBKP+Wb/98mun8QeIrPXfCH2XTtPlsI9MmX7EkcrMY4m4YyegPQcnn6ZrhPtN+vS7n/77NXczNIxyf883/wC+TUTKwbG1h+FVBfamvS8m/wC+qP7S1QHP2uXP4UAWuR2rqfhuf+Lj6F/18H/0W1cWNS1MEn7U/wD3yP8ACus+Geo38vxJ0KOWYsjXBBGxf+eb+1IDs/GKhvGWr/8AXx/7ItYmytjxhPCnjTWVaVFYXPQt/sLWIbuDp50X/fQrJjK1yp+32fuXH6VbRQBVG5uITe2f76PAZs/MP7tWhdQdpo8/74pASkAc1Tt/+P8AvPqh/wDHasfaIT/y2j/76FVIJYxqF3+8TB2Y+Yc8UwLrdRimv9xh1JBAH4UsrRwxl5nCKPzrDvfEAUGO3Ugf3j1NWo3A04HW00+H7S2wrGAR1NYep+IVKtHCnHTcetZVzfyTZ8yRjn1NZkrFmI7etVsI6PQL8/2hIsjYV19M9K1bnUoE0rUCG3+UY5CFbnqV/DrXHwZaNlRiHIIBHUGjQmaRdWtm5aWzc8+qkN/SuWeGjOpzs6I4iUYciK93rN1cyHY5iXOQFP8AWoRqV/sZPtcm1vvAnOaqDG7oaXK+9bqKjsZSk5biNudssQSe9WbO9udPd2t2VTIuxsjORUAK+tStBKFDGNwCMg7Tgj1pkmkPE+qJCIw8RQDGCgPFNttWaSQ+eoDMeGQd/TFZLLx96rmj2/2rWrOEnIeZc/TOTUyhGW5UZyjsd3POVvvKSTaYEWHcOpwoyP1NXNQ1YpYxeaoaZSFSTPO3HIPrXnN5qEv9r3VxE5G+Vm68Hmrw1Oa9gjEgwFJ/GuX6s/aqUXodn1mMqTjJancWdyt1GNhUt6ZoUEahc7kIBCAZ+lcVbag1tNvVyueOtdPZa8skYWf5ge9d1jhNIxAnIpjQ7VZvQGponjnXMTAj60TjZG4OFOw8E47UmmIqadkadbjH8AqfnNR2OFsYASufLX+IelSkA/xL/wB9CoAq3v8AqEHrKn86sYyar3nSFeOZl71ZxtXqPzpWGJjiqcg/4mcHoI3P8qubiT2qm4J1VTjpAe/+1QgO403/AJEq3A7alN/6KjqIGnaWf+KKi9tTm/8ARUdRg+taoljieaKTilpga3hvTRquu21tJGHhB3yqehQdf1wK9gMgUgdq4L4d2qma+vCPmQLCp+vzH+Qrs5X5pMaLe/5ttDMQapvIdiyg8irBYMAexpDHh6C1NFOxQA0moy9SEVEyUAJvNOEp70wrionBx1pgOuora8tZbe4QPDMhjkRujKRgj8jXN+GZLixe58PahP509kA1tMR/rbU8ISe7Lgq30B71uMGNYWv6bdyiDUNPAOoWRZolbgSKcB4z/vAcE9Dg9qAOgdFx/wDqrkkx4i8RCdn3aVp0hWBAQVnnHBk/4ASVHbOT2FNudQ1LVbOG2sra5tJbgHzpJxt+zrnD8gnMnULjIzyeOu7pmnxWdpHDCm2ONQij2H9fU+tAFl14wvAqBogB71eK4qGQA0AU2Hak2lWGanEWTQ6cU0BGWC4bFI1yAMClKblIqu8LKaGBX1G2Gp2kls0jR78Ydeo5/qMj6GvNDHqIs5bb7XZ+EPDCMY8xOPtFzt4JB5O4/n9a9SVOa5LXvBdhqniD7fqP78NykZGAF4+X06557ggds1LaSuNK7sYVtrEk4N54IsLdru8dkudWuY/3yhcAHaeBuGDwOSOlX9K8ISxtc3ep3txf31yoE8szk7gpyvB9D0rsbO3ghhCRRJGijAVVAAqTGGyOlYubZ0RpqJ5J4g+Gl/oHg3+1TqKzbCn2iCPIQR5wpz/EQTzngZ4rzwpzX1dDHBqWh3Wm3AVhIjQFCM/KwwD+v6V8s3drJZ3U1tN/rYXaN/qpwf5VtHY55KzKuwUFBUmKQimSR7BXVfDRQPiVoP8A18H/ANFvXMYrqvhqP+LkaD/18H/0W9AHWeLMHxnrWQCftZ7f7CVkbV/uj8q1vFTf8Vnro9Lz/wBkSsqshlK8wtxZHA/1xHTr8pq5tX+6Pyqnff8AHxZHt5//ALKaugcUWAb8u7kAD6Vk3mqQWcsjwqGkbA3EZ6elN1zV1sZvJVSzeXlsHpntXMfahMJFEm9c7lPp7VpFKwE17qMl3Id7HnnBNU2Py8GoiQSSeoFNyQpqhIax96aeTSbx260ueKljJLfKy7Bxu5H1q9pUYi8SwnA2XCvGR9VIrNOeCv3hyK0bGdRdWlwTgLKpz6HNCA55vklK+nFFW9ZtWtdZvIipAWZsZ9M1VPSkAqgsQo6k4Ar6sv7G10D4OyFo08210sLllBIYr/8AXr5TjkMUqyL95SCM122s/FfxBrnh6fRL1bZoJgqs6R7WwD/9agDhz+da3h0+XqMtyeltbyS/Q7cD9TWTWxpv7rQtWlH3pBHAvry2T+goAxYo2mlVB1Y1rMFhj2r24X39TS21p9njJfHmn7x/uj/Gq7SBpM/wjhaaAUrnjNTRzGM4FRDB5FKOtMDVtb6WJso+PxrorTWo5ovLu0DZGC1cWQeoOKcsjAfeNO4HoCpb/Z08ja0aqBnAzSeXGRkIv5VytjezWcYkaQgZAAx1rqLa4S4hEijGetRJdgK92q77YBQMzDPHsauNEmz7o/Kq12N09qB/z1z+hq1nI56VFwIvJT+6PyqrsU6o42jAgHb/AGqvkgCqS86nMR0EKA/maAOx0kgeC1AGP+JrN/6JipAcU3SDnwafbWJx/wCQYqXNarYTFzzS5/Om05FdyFRdzsdqj1J4FMR6h4JhEPheKTGGmkdyfXnA/QVsymlit0sLG3tIxhYYwg/AU1zujyKRSEhbcrRk9elTQvmIDpjis/zDG4cdutW4nBLY6E5oAuLT81FHUuRSAQ0w1J1ppFAELUwjNTMuajK4pgN2CmOFVCT06U8nFY/iUPLoNysckkb/AClXj6qcjB/CgDPtr6AeJL3Tp4pYJg29PMxtcHB+Uj3PP1/LpVTAAFcDo8t9e3HlXcs104KyCWXaCuFx2/3ie3UV38XEQB64oAa4AFVmHNTyNk1GFz2oAYop7ICtSBKdtoAq+Xg1HJHkYqywxTcZp3AprEc8iotVjH2NGxyjjn2PH+FaJTHNU7/BtpFOOV71MtVYqLs0zOgYU5jzVWFuKsckVzHWEVwbW5SbJ2dHHqP/AK3WvC/iFZCw8eavGv3JJvPX6OA3Htkmvb5OVIIrzn4rNJPp+jk2wJt2kja4A5KkDap/XFa05dDGrHqjy/NFITRWpzhXVfDX/kpGg/8AXwf/AEW9cpXVfDU/8XI0H/r4P/ot6AOk8WSMnjjXwIJHH2zqMf8APNKyVmf/AJ9pMfUf41seKnH/AAnfiJc9Ltf/AEUlZW8VkxlO8mbdbE28igTrjkc9feppLp442dreQKoySSOP1pl/923I/wCfhP5mqPiS88jSXRT88p2j6d6a3A5Ke9a51B5ZTxKxBB9DWfA7W92yMeny0PyPpzUcpzOsn96tALhPzmg5P0pAc01yRSuAEfNSlsU1XOelJJycUgHBgRmhXaINtGUI5Hp71HUqY2Y7UAbesiOe8aSSPzIpkSUMv3lyo6GsRtODtiGdG/2X+Vv14q/eyP5GmXCuVJt/LJ91Yj+WKpyXvUSxLJ6EcU7AV3067ViPs7t/u8/yqM6fdk/8e0g+qGrS3MBzgSr9DThcwkf6yc47c0WAhTS7nGZNkS+rsP5VspElroUEcTBmmuWkaQjgbQAP1JrL+1Rr9yAs3q5q3qbs0FhA3ylbfcwB/vEn+WKQFe5nDjyYiSmcs/8AeNV9oApSQmAO1NZsmncB4IAxSggkYqLNPTjmmmIeetGQO9J19aaxP1qWMW6uSyRKG5GTXTeHr4JbxxTOfnJVeK46UkSoTzgZrQgnxLG4JypB5qriZ3U5T7VagM2A7H7h9KsCaM8fP/3wap+YJZ7Bx/ErH/x2roUEdKyYxGljz1Yf9s2qnC6/b7k7j91BjYfQ1exjjP6VRh/4/rw843IP/HaAOr0Ns+C3P/Uan/8ARMVSZqv4ebPgmQ9f+J3cf+iYqmzWq2JHVpeH4jP4h06IDO64TI9gcn+VZma6TwNEJPE8TYz5UUj/AE4x/wCzUAekXMmXzUaN696bPzzUQOY/cUFDJ1KOV7HpXOeI/E9/4c09Lmy0p9SYyiNokZgVHOG4VvpXUNtuYMZ+dazoiUvkIJUnIP5UAcRF8VvEjr8ngq5z/uTN/JBU6/EnxlJ/q/BVx+NvP/hXo8Dk9Sfzq0CD1oA80Xx746P/ADJUv/fiahviH4wt+ZvBlx+EE/8Aga9OFLSA8u/4Wf4jHXwTdf8AfMw/9p01vil4hB58FXH5y/8AxqvUzmm7TnrTA8nf4q6738F3H/fcv/xqoZPidrk8bRP4MuNrDaSHkOP/ACFXr+0/3jQFI7n86Lgef+DFl1aWa++xXNlGr7XW4jMbM2AeB3HHWu628YqfGe9AUEge9FwK3l5604IB2rxLVPit4ps9VvbVDp6pDcSRrm2ycKxA/i9BWY/xX8XYYi9tVyOi2icUAfQOMUhHFUtFvHv9B0+8lYNJPbRyOQMAsVBP61bZqAIpOaao5pTyaeq4oAQjise8kDXkFvn5mbdj2H/18VrytgVlW86vqFxshVnQBd7du+B+dAGc8fk3MsX91iBTweDmrs2nTz3Bli8rDDJBbGDUseiSHmWdVPoq7q5+V3OpTjbVmU5wKf8A8ItDrdnJDqkQ+ySjGxhyfQj0weQfaujtdNt7chlj3yD+N+cfQdKuBOck5NXGnbVmc6t9EfIGq6fNpOq3en3CMktvK0ZDDBODwfxGD+NU69g+N/h7ZcWfiGFPlcC1uTnuMlD+W4fgK8frUwDNdV8ND/xcnQf+vg/+i3rlK6v4af8AJSdB/wCvg/8Aot6AN7xXdI/xB8SQnAdbteO+PLTmqcagDOayvibLc6b8VdZuomG1pkBwMnBRe3fpViBJ7m3jmivvkcZH7oVLGS6mdsELDtMh/WuV8W3G+/jt88Rrk/U10V/bzi1G+7LYkTH7tRj5q4fU5jPqU7sxc7yN3TOKUQKn8qgl+Xb7Gp6huB8ue1OwFiMjHPpSEkmoYySxFS0CaHJSM25s49qUcLTe9PoHQKkU8VHT4/XtQgRdlxJ4fgJ5MNy6fgwB/pWf1rRth5mk6jF/EjRzD8yD/Os7vj0pDEwPSjaD2paMUCaBVyQqjknArQ1lgNVmjXpFtj/75AFQ6ZF52q2kWM7pVz9M5qK6l8+8nl/vyM360AtiKiiigYUuTjFJRQQSL1AHSkfgcUIaST+tBZWcb5wOwFTwt8wHvUJ4mb6U+Dr9DSA7bTZfM+wD+7G/9K2QxwMVzuhlpPL2soZFb7wzW3i4C4zFj6GiSQFhiwHOM1TtfmuLrPeYD/x0U7/SeceR+INVrT7QZJyvlf645znnGKSA6jw0c+Bn/wCw5c/+ioqs9qpeFWLeAWY9TrlyTj/rlFVytESOFdv8PIgZdRnxyEjjB9Mkn+lcODXo/gO28nw9PcHrPcHH0UAfzzQNHSOmRVUHaWWrwwy1RuBscGgZXkLQvvQ1DNKkrJIPldWGferUg3xE1lXQ/dnHWmBuxdKtK1Z9hJ5tnC+eWUE1dSkBYDU8NUAI7U8NSAnFLUAkpwkFAE3FJUfmA0b6AJKAeR9ai35oLcGgD5b8UKYvFmsxnqL6X/0I1is3OPWui8fJ5fj3XB63bn88Gubx8w5qhH0x4CkMvw/0F2OT9iQH8MiugNcx8N+fh3omT0gK/kzCuppDGqtOPFL0pjtxQBVuH4x61n6OyzxzXC9JJWx9M4/pTtVvY7GzuLuY4jgiaRvooJP8qi8K2bwaHAu/epUMrZ6igDbjABqwtQ7CmCT7VKppASilNNBpyru6UxGR4j0WHxBoN7pU2FW5iKByudjdVbHscGvl3xBoF94Z1eXTdRRVnQBgyHKup6Mp9D/9avrp2jhXLHk9B614d8eYZGv9GuvLPl+VJEXA6NkMF/Ln86APIa6r4af8lJ0H/r4P/ot65PNdX8ND/wAXJ0H/AK+D/wCi3oA3fH1o8nxO1gBFIYxtgjORsAJPoK5TSruTS9UexuTi2mc+SSThW9M16R4vt4Z/iHq8bSqheOPBLYw2MVxetaFZz25kmudsxJ8tmO5/lHXA6DgUrXBEutkppU7qcFAG/WvNnJZyx6k5rqrzW2ufDcsUp23CssTjufeuUpJDCmTLmI+3NPpH/wBW2fSqYEcQOSTUtRQ8rUtSAVPZRQz30MNxIYonYKzgZ2+9QUUAdNJoOlIqhdULlkU5VQcMWwBjP1P4VrWvgjSDpNzqep6+bG2iu/sqFYPM3HbnPB4+lcJk4616ZoepWWmfCQzahpUOpwvqxAhlcqAdnXIoAxdN0TTrnxDeafpmq/a7RrCQm5MJTBAzjB9wKxvC/h4+JNZbTluBCwhkl3lc/cUmuh8BXFpeeNrpREttFdW06Qwq2QhIyFBPWrXw60i803xNqN7dW00FrZ2NyHlljKqMqQOTQBj+D/Btl4tVoj4gtrO93NttnjZmZFGS3FQz+Erb7bNBp2s29/HEFzNEjbdxzxz9KufCkD/hOIiB/wAulwc/9szVbwldx29tfSSpcNGjb3MSEhBzyxxxQA618NS6dK14biOQwwu+0KQd2DgVkx6RZvEr/wBs2ykqCVZSCPWt29n03UNL1W+sluHuzGqybs4C5HPp2rlrbStRu4RNbWF1NETjfHEzjP1AoAS9tYrSZViu47lGXduToPaq1LJFJDI0csbRup5V1II/A0qwTNE0qxO0S/ecKSF+p7UANopVGe9JQJCrwc0jHNKDimsSOtAXIn/1hp8PFRy8yt+FPj60IGzodAuNl0oJOM9a649K8/spDFKCK75H8yJHHcA/pSmAmTu9qr2ZAjkOOsz/AM6tYzVO0/49nbPG9/51Izd8Ind8PQfXW7n/ANFRVeFZ3g0j/hXKH/qN3P8A6KirQrVEjhyQO1eq+GF2eEbDAxvVn/Nia8ozgE9MV7PYW4tdHsrdeBHAg/QZ/XNA0Oglw+DT7mPcuarSZVwwqzFKGTDUDM9W2MUb7pqjfLsQnsa1bmHqRyKz5j+7KnpTAk0KTzNOGf4XZf1rVXFY2huBFcRgcLLkfiP/AK1a4IpAWF6U6okNSZzQAHimFuaUjNN20AODe9OyTTAvNOAoAeKcOlMApwoA+bPiN8vxE1tf+mysPxRT/WuWzkiut+KkLw/EXVHbpKsLr9PKUf0rjCxpiPpH4ZPu+HelnOceav5StXWFq4P4RzGT4fW6k58u5nX6fNn+tduWpDHl6jduKbnNNc4QmgDlvGkrHw/d26AF7lRAvtuIH8qqeCtPvrK1FldNIEQfuuT0rF+JmoyQaTMYpGR02hGU/dfcCD+ldP4L8b2niDR7ecxrFcqRDOgHCv8A4HqPy7UAdXDZmOQO0kh7fM3FXlRe7VCzjdsYZ3DFQmKHP+rWkgLjXFtFw0ik+gOf5VE15I/EabR/ebr+VQqEThFC/QUuadgEHyEyOS79s965/wAXaBD4i8N3ljPH5krKZYSDgrKASp/Pj6Gt/PNMkJA3DqOlNCPkBgyMVYYYHBB7HvXU/DM/8XL0D/r4P/ot6r+P9NXSfHWrWiLtTzvNQezgP/U1Y+GYx8S9A/6+D/6LekM6nx14cl8R/ErUrbTyYSCpuLh1wF4Awvr1FX4vh7DBDDCJkcKAHd48lq39UvYL34i6pZtG6yW8IV1YYBBKkMD+P6VpXs9omnObm/WzU/KZS4U/hmgR4Z490GLQtQijSRS8wLuig4GOh5rjj1rtviTdQ3HiOKK2vjewRQDbNvDZ3EkjI9K4lgAeKLjEqORvlI9qkqCXqaTYDofuVMKjjHyD6VIOgpAIetFB60UAH4VrQDWrrSUsokuZbHeZVjVCV39M1lAVdg1a/s41jgu5o0HRUfGKBXJYtN1W1nhnFheRsjBgwjYY5rf8Sap4s1Ke4sJrrUZbEN8sWDsIxkdKzrHxLcoz/b73UJBj5RFNjn3rZuPElrALWaZtRzcQrITFPjJ6H6HigZH8K1I8aMSMFbO5z/37NO8EHHg7xw3/AE4p/wCh0nwwbzPGl3Jkn/QLpsnr9w1i+E/EieH7m6W5tReWF7CYLq3LY3JnOQexBoA6LwbbqPAniuZ/9Y1m20+gBA/rWz4el8QD4Y6JZ+HLt7e9utTnXKyBNwCg4yawNX8TabpfhubRNC0+WGHUYw7y3D7pFjJzt49SKyZfFC/8IVpOj2ySw3dleyXPng4HzDjHfNAGv8SrhnXRba/uIbnXbeF11CWIg854DEdWAr0Dwd4ems/BmnaDPpcs0OvxSzXdwI8iAkfusnt0ry/WPEOkeIRp95qNrNHqqOq3kkCjZcID94+j4p/iLx7qOp+I5b3Tby7tLJdiQQLKQFRRgZA4oA5zULKbTL+4sbhSs0EjRsD6g1VrpPGut2HiPV4tUs4ZIp5oF+1q4wDKOCw9jXN9aACllHApOhpZDuUUAQScSnPtSp14ps2PNP4UsJ5oAuxA7xXY2EKTWUTF5s4wQJDXHwsQ4rrfD8oe2dT1VqTAupZrn/WTf9/DVW2tVOniXzZQSGON59TWoQOTWfbnGjKe4iY/zpLYDZ8FHPwziyf+Y1cf+ioq0c1meCT/AMWziP8A1Grj/wBExVo5rQRZtLf7ZeQW3/PWRY/zIFe2uAOAOBwK8k8J2/2nxPY5+7G5lb/gKk/0r1gPuXPWgEVpQCeKYhxUrfMelQt8poGJJLtFZ9w+5SaszdM5rNuZAkLsTwASaYC+H5w99fRf3QjH9a3881xXgy683Vr8seZYww+gb/64rtincUgHqc1MvNVRkVJG5zQBZxRikD8Ub6AAikp2aaaAHClzTMik3UAeE/GuAReLrWUD/X2YY++GK/0rzMmvVPjmANc0U9zZyD8pB/jXlBPFAHvXwakJ8ETg9Fv5QP8AvlK74vk15v8ABlseDLr/ALCEn/oEdeip8zU0BMoqK7bZGasKuBWTrE+yAgHk8CkB5X8TbtbfQhcSRiRXu0Uqfo3+Fea6Z4sXSbsXdlG8Eq4yUPDAHOCO4r0H4vLs8IWo/vXqD/xxzXigFDYH29a3EV9p8V5CQ0csayKQcjDAEfzoLV5N8EfGTajpL+HLuTNxZJmDj70HTGfVSfyPtXqzZBKnqOOKQDs04GogaepzTAlxUcoO009aRxTEeLfHLSmF3pusRoNpU20pA5JHzKT+GRXG/DJy3xL0DP8Az8H/ANFvXr3xWt7ifwDfT24UvaSpcsGGcoDtb/0IGvIvhhqjT/ErQonhjybg/MFwR8jUmM9G8WeIktPiLdx22nzXdzFCyuICCcfKRu9B7VxOm+IrLWLx7nUrKfU9Qmdo4oZFAhi9AAeB7k1qfEe+mt/HWqLbT/YVG4SS5AeTKpnaP6muJZ7nUbIQW0f2fT4MkPz849/U0XFYw7xPLvZo9qLscrtT7o56D2qo4705iDISO5zRIOM0mMjqvL1NWKrTHD0gJ0GEFSZwoqNPuCnUEsKKKKEUgoooxTExx+4au3Led4f09+cxPJCfpkMP5mqFX4x5vh27QfehnjkH0IIP9KAR03wr/wCRmvW/u6ZdH/xyua0DTotTvzBMXx5ZYbGCnI+vFdJ8LSF1zUmYgY0m5/8AQa5HSohPqlnE3QyKT9Bz/SkM7i88LafdzBnluA0aLHhWTGFGPWs678P6HYWqT3dxfRqzFMJsfBHsK5e5na4uppSx+eRmHPqahPIwST+NAGnfR6Ktqxs7i7ecMMCWMBSPXiswY60x+ABT16UALSEZFLQeBQJMRQR1qTgpUYORUg+5QMqS/wCuapIQABUb8u+e1SxfdBoAtxD94tb2gzbbmVCcAg4z0rAibmtTRZdmrRE9GOKdtAOpe4RAcuDx2U1Q+0xropCvhhCRgg+la85IgkOein+VZdz8nh6Q56W+efpUIDZ8En/i2EB/6jNx/wCiYq0s8gVl+CuPhfB/2Gbj/wBExVpLWiEzqPA0bP4iYgZCWzn8SVH9TXo8BMcgV+hrkPhrCpl1C4IGVCRj8cn+ld3PAHXK/e7YoAinj2kHsaoSjnitJMywmNuHX1qlNGV4oGUnOVINYOty/Z9NuGJ6jaPx4rekG2uU8WTFLaKIf8tGyfwoAq+DJNmuso6NAw/VTXpMY3AV5l4O519f+uL/AMv/AK1ekwSFeKAROycUwfKasrhhSNEDzQBBLN5NtLLt3eWhbbnGcDOK5D/hYCdtNP8A3/8A/sa626XFpOD3if8Aka8YyQBXJiasoNcp7uT4KjiVP2qva3Vnd/8ACwAeBpp/Gf8A+xro9F1T+2NO+1+T5R3smzdu6e+BXkQY16J4Jc/2E49Lh/5LU4etOcrSZvm2X4fD0eelGzuurOnJozTAadXafNni3x1A/tDQ37+TMv8A48teRFsV7L8dIsx6LPxw0qf+gmvFzQB7r8GhjwZcH1v5f/QUr0qFcmvOfg6B/wAIQ2B1vpv5JXp1uny5oAJDsQmuZ1CTzroLnheTW/fyiOFjXNoC7FyOSaaA85+Mox4Ss/8Ar+X/ANFvXiFe6fGgY8JWXH/L+v8A6LevDQKT3A1vC+tS+HfEthqsRYfZ5gzAfxL0YfiCa+uLe/ttSsbe/s5kmt503o6Hhl7GvjMCvafgx4u3wP4VupT5oYzaeWOQe7x/zYfjSA9nVwamQ1UjxMN0RG8DLRnr9R6ipopMnBpgW1NBNIOlMkOKYGD40CHwP4h39P7Om/8AQf8AHFfO/wAKf+So+H/+vg/+i2r3P4k36Wvw91ws+0yWpiX3LMoA/nXhXwnOfiloH/Xwf/QGqWB13jvSlm+J+pS3bebFJOSkfYYjTr61n6wUt9EudqhQI9oxWv49TPxFv8TTLuuCMB+B+7XpXLeJB5GjnE8zb3VcO+aSYHGZ/ee1Ok+7TOpqZfnjwRVgQZqrNywPrU0jFWx2qO4GAhqeoE6/dApaRelLSIaCiiigtBSk5pKKCXuHfFaGlfvY9Rtv+elqzD6qd3+NZ/fNXNEkWPXLYPwsj+Wx9mBX+tA0yjDLLGS0UrxkrtJVsZB7Vf0VfLuLm5P/AC720jj6kbR/OqLoYJniPVGKn8K0LU+XoWoTY5mkjgUfmx/kKBmao+UU6jIzxRigBrLuYe1PphO1gB0NPoAKQ/dNLRQShoUgg5qZRxUdSKeKCipK371hjvUkf3RUMv8Ar3+tTxDKigCeM/yqzZzeVeQv6OKrINp5pRwwI6jmqWwHod2w+xTkd42I/Ks7UWC6BKD/AM8B/IU+Vrh9LMgeLY0PPBz0qtqy3EeiTB2hKiMfdBz2rOO4G74M/wCSYQf9hm4/9ExVoLWd4M/5Jfb/APYZuP8A0TFV8HmtBM9U+G1gRotzckjE0/H/AAEY/qa7ghIlLMa4f4eavYJon9ntMFukeSVoyDnaT1/UV226OUBj0PTNJjKk9xGzBox83rUUgEy5Bw3cVoNDEwzhaqy22OVI/OgDGngZc5FcD4ukP9qpCDkRxA49yT/TFeiXjPGh3dPWvPbnQNV1PUrm4MYjV5SVMrYyO2BTQmL4JGfEaD/plJ/6Ca9F27G9q5Xw14cm0zV0upZ0bCMu1V9RjrXYyx/lQMljYFeKlycVWhbacGrBIxQBXuz+4kH+w38jXhrSEY57V7XePlHA7qR+leFjJA+lcOM+z8z6bh96T+RN5jf3iK9F8COx0KTJJ/0l/wD0Fa83CmvSfASk6HL7XLf+grWWE/iHZnn+6/NHVKSakGaESntgCvTPjTyX45KDoukv3Fy4/Nf/AK1eGk17p8ciP+Eb0w9/thH/AI4a8K70AfQXwdiI8CxHH3rqY/qB/SvTkG2MV5z8GSJfAcA4+S6mU/mD/WvR5CFQmgDD1eXK7AevFUY49qDipb5984Ge9NAzTQjzb41r/wAUjZf9f65/79vXhYr334ywl/BCNj/V3kbH24Yf1rwIUnuMdUkE0tvMk0EjxyowZXRsFSO4NR0UhH0R4D8bnxVpmboiHVLchZGDBRMf76+h9R0/Ou9t9SgkGy6/dyj/AJbKOD/vDt+FfLWiSNaadcXkE6rcI4VVPXB7it628a+Jba3j23beXHnHmxhg3tk80DPpSK6jK/fU+4ORUF3dxqv3hivFvCPxPu9d1qHSrmziglm3YmikO3IGfun1x61Z8deItW067slsrqOS1YnzkVcncCOG9sVQHO/FrxqdXvRoljKTZ27bp2HSSTsPov8AOsT4TH/i6Ph//r4P/oDVj+Mo0j8VXvlqFRirgAYHKg1ufCG3lm+J2iOiEpHMWc44A2NUsDsPH/8AyUe+OeBdY/8AIa1xniuX9xbRepLV2PxEdV+IGoH5uLsZ+U/881rz/wASzB7uFQT8qZwRjqaQGLU9tycE1BT064ppgF5bmNwdvB71UuOUSthZ4zDtlXcBxWRc7S3yAhQe9DAmX7opaQDCilPWkAUUUUAFFFFBLChHMc6OOqMGB+hoprAfjQCLuvxCLW7gr92RvMX6MAf60+4Pk6DYRYwZXkmPv0UfyNO1ZXuLXTbxEZi9sEcgE/MpK/4UmugJdwWozi3to0x6HGT+poKM4jk0ZpQMDFGKAEK7mByOKdSYpaAFxSU4cikIphYSnrwKYKcp+YCkLUqS/wCvf61PH90VBJ/r3+tTx4K/SgZOlJJ0pEYCh+TnOKaA661lL+Gxz/yzwfzp+v8Ay6FcD2A/WqumMG8OYyOH29f9oVP4kfGiTDI7d/eoA9K+CVtFc/DeYTRJIBqs3DKD/wAsoq7xtE0znNjbjPXCDmuH+BrhPhrcMe2qy/8AoqKvQ433jca0QhdN0yK3mWOwhjtmcfvJI0AYKO2a6GKyhhA2qWb+85yTWZpMhF0+77rDj8K280mMbt5ySSaglRn6HAqzTGFAGLcoygqeQao8Adee5rbuosoawZsxSMDxk5FMCzakeeo+tahwVxWHZSFrtc+9dAEyM0AVcbXqRz8vFLIoph9KAKkqls/jXiipwPpXubx/KT7H+VeKiLCjjtXDjfsn03D32/kRKnIr0jwIv/Ejl/6+W/8AQVrz/wAvB6V6L4FUDQ5sf8/Lf+grWWF+M7c9/wB1+aOmHAqGWSpn6VTk616Z8YeefFbSNU1/R7C10yzkuZEuTI4UgbRtx3+tecW3wm8X3JH+hWsQPeW6UfoM19DqmT0FXLeDHJFDA5b4aeFdQ8JeHJrHUZLd5HuWmXyGLAAqowSQOcrXV3TARmrRwBWbfSAKaAMOT57g1Zjiqug3Sk1fjGFqhHDfFe38z4f35x/q9r/kw/xr5tr6m+IcPm+ANdX0tGb8ipr5a71L3GApaBRSEdj4D0oazc3Fp5BlbAYfPtAPbNa+rpc6fJeWGowqxKfIsKgIhPpVf4U6zb6XrVzFO2DcKoT0yuf8a9I17wlba9e/2nDcKhcDcu7jjuapwjKKbJU5KTSPEfBU0tt440x4gpf7RtAbocgivSNR0vWtT1OZxYRiWY7G+f5QBwGHoa8w0h/sfjazbIHl36jI6ffxXvX9ss073DWx/dfKXRuRk45H4Zoiizw3xvbXNt4jlW7jVJSi5C9DgYr3H4R+GLHS7LS9QQF57pBL5hXHVTxXk/xSvFvtft5ljK4h25Jzu5617Z8Jbg3Pg/QWLklEKdfQkUurA4X4if8AI833tep/6AK808SuW1mQZ+6qj9K9L+I+R4z1BvS9j/8AQVryvWJPN1a5Po+PyqQKQPHNOQ5cUwIG4J5oTMb45oAllbAwapykcAeoqaUHfn1qB+q/WgC1RRRQAUUUUAFFFFBLCup8C+HIPEGvrDdti2iQyyjOMqO1cuDg1seGte/sDWEuW3GN1McijupGDQCPUJfEhSBxo/hNrjRYMr9pEO4EZ5Pr69K53xtoenalob+KdKXyXDhbqAn17j0+lei+C/HWkWPhSLS7hZsQqUiltY96yoScdOh7c1wniC/t9I8I6paysUu9SuCyQFgWRAeN2PXmgo8tBzS0cdqKACiiigB6HFNbrQvWlftQA2jOOaKKAKrf65/rU0YIHNAtnZi4XKk8EVNdlYsRIc46mgBoOeKdjI69Krhz2p3mMcAdTQB0mjRxS6VIrorETIMkepFWvEtvBBpMjJEisXHKis7QyVjeInG6SM/rWj4qY/2Rg9DIBU31A9N+C5P/AArWUDvq03/oqKvSoh8oFeb/AAUXd8OJP+wrN/6Kir0hPlUVoBKsvkyxsP4WBNdIrZGRXJsQWrotPk86zjfcCcbT9RxQwLlJSgUwyqDtUFiOw7VIDZVJU4Fc3q6bHRsckkcV0xaUjIRR7E1k6tCtzAQYyky/MvvjrimgMW0JFwuAf8iumikDRg+1c1pxBvkGOAD/ACrorU8bfQ02AjsOtRZy1WpowVNUPuvg5oAsSkLbSsf4UY/oa8ZPQfSvXruQLpt02ekL/wAjXj+eK4cZ0Pp+H1pN+g5hnGD7V6F4FH/Eim/6+G/9BWvPlGRXoPgkhNBm5/5eG/8AQVrPC/GdWev/AGb5o35nwKqZLNT5X3tgVLDD0OK9I+OHQxetXUUAUxEAqTgCgBkjALWLfS9RWlcyhQaw7hi8mM00AkC1dQVDCgx0q5GnHSmI57xjAbjwpqkKruL2koA9TsOK+TF6A+1fY+pKHjCsPlY7SPY18eTxG3uZYT1jdkP4HH9KljGilpKKQjd8Iqj6/AsisynqF9O9ev6zbh7JoLV9xkARAp9a8Z8PWtxd6gUtg3mhCV2nH616Zpix6XLbPqF1IspZdyk5Bx0BrmrxTad9jooT5L+Z5DJm31o78gx3HOO2Gr6LcxCLaXuMDGQjc4wOenvXzxrar/bl9t6ec5H5k17xbyNfadZTR+TkwqzbmHOVX/CuunruYHnvxPig32UsPn8AgmXHr24r0/4HTibwlYoTzDcSJx9Sf615z8SYZV0u2aQR4VyFKtk8nPrXZfs/zg6XNE38N6dvHqlD3AzfiOrDxfqZ8wj/AEyPjA9Fryi7RTe3LZOTI3P416z8SR/xVWrH0uoz+iV5NOd17cA/89G/nUIClIpXJzSB8gDvVl7fcCR1qo6MjYIINOwmSuwKqPeqrn5x9asKS8ToBk/eHrVXqw+tIEXB0paQdKWgYmaWk70tABRRRQSwpki5Oe4p9Nc0AjU0SeaKx1MxyOmIVOVYg/fH+NHiRy3iK9GSQJjjP0FJoyM9jqu1WIWBScDp84pfEg2+JL4HvLn9BQUZtIc0tFACDPeloooAB1605z0FNA5pT1oASiig/dJoAba3TQ+aoGQfXtUTEsST1NRpw7VJQK4Bat21uAd7Dn37U+DbhcqCass6xrzTsMl0yRxqCKq7yWHGcZxWh4plc6UgeFo8yd2B7VnaFKH1qEL0w38qv+L/APjxiGf4/wClJpXuB6x8ET/xbeU/9RWb/wBFRV6EXwK85+CzbPhrIf8AqKzf+ioq7ozM2RmqQEpk4PNXNFmY3vkFiFfJxnoQP8KymbAqW0ufs9yJB6Fc+mRigDrhObmZo4mIiX7zjqT6CriIqKFUAAdqxdAmWSzIyN4c7h/n2rbBpMBaq3cW+LIHK/MKlmuIreMvNIqKO7HFZreIdOJx5z7f7/lNgfpU3SGk3sYunMJNReQDHU4+prdQ7JvY1lIscerPJCweCdfMRgcjryPz/nWuy5QMOtWInY5Wqc8XcCp1fimyyAKelAGVqTbdJvP+uD/yryNZVzXrGot5lpcqP4onH6GvHN3SuDG7o+o4ffuzXoaKzryBXc+DJs6DKB/z8t/6CtebByMV3/gaQto049Lg/wDoIqMJ/EOrPP8AdX6o62JQTk1eRlC4qjFk9KtJGcgmvTZ8YWVI7013AFNZtoqpPLx1pDK17PyQDVGNCz5NSuvmPk1LGgGKpCJIlqyOBTFGKfnigChfniPjo4NfKXjHT/7O8ZaxbKMol25U+zHcP519W3fzyoPQ5r59+KGnCDxrNMAMXMMcv44Kn/0EUmgPOcUVpfZs/wANBtB/dqRnSfC+3WbxMzOilI4yxLHAHWuu1uCISXU8aeZNHMoRFXIZT1YH2/pXE+F759HkvHhUb5owgLHAHXrWkmr3j3ryM0IBQqRk7aynBSTbdnfT0NFJKxwGpH/iY3HX75619D6U9lbeFdKmmjLFraMBVG5ido6Cvne+5vJiMY3HpXvPh9tQk0PSWW0jKxWcZz5wG4Yznp6VtDYhbnPfEwWkvhxJbcKSJASQeV9j6Gtn9nx2+z3ke3Ki7U5z0OysX4jXSv4bkSOyWITSiRnRgQxBxWj+z8f390O/2lf/AEA0PcJbh8SZU/4SnWU5JE6dj6JXkl2xW/mZf+ejfzr134kMF8S64cciVT/46teOXMm+5kbsWJ5+tTERchkSYYJAYU66tfMXIHI71mA4yw61o2l6T8rkY96pMDOGYJRkHr+lNaFjceWozzuH0qzeXkcz/Io44ziqrPlkIJB6GpAnHQUUdqKACiiigAooooE0FIw4pwUkUhGCR6UxI3fDd7FZ22pOysXRFZNvrnHP51R8QN5mu3DFSpyAcn0HWptFDNFqOF3Yt95GPRhR4m3DxFdq6hWUgYHbgGpsUZVFFBpgFFIKWgA96U9Ae1JUh/1YoAjpQMgj2pKUdaAKmGRzuBH1FKCWYKvWtDXwBqKcdYYzj8KorJ5X+rAz60AWWbyhtLDI9KgkuGY8GoDvY5JqWOJnIUAkmncDU8NknWFOf4GrS8X/AC2dsOeWP8qq6HYst7E0oKk5GAcVJ4sUJFbKN3JPViaj7QHrXwc/5Jq//YWm/wDRUVd2v1rhPg4P+LbN/wBhab/0VFXddBWiAic5JpvPpT2Iz0pjdOtMC9pV99iusucRPw/t6GuovtSg0zS5r6fJjiXcQvJb0A9zXEAcZxVLxPf3D6VpVuNxijvgJSD0XadufbJ/lUy0VxxV3Y1Ir2fUJ/tV2waY9FB+WP2Uf16mrEibuRmsS2lK45rbtZhImGPNcD1ep3pWVkOsnEUpVu53L7Hv/T8q6SGUGPB9K5uRMnK9RViC/YDYR14z6V1UZXjY5a0bO5rSzAE4qnLKW7mmbi3OaQj2rYxIpPmRl9VI/SvHcrsGSd3evZCoPBFYx8HaO7Z+ykewdh/WuevRdS1j1sszCnhObnTd7beR5qCu0etd54CbdZXUfpKD+lakfgrRsj/Rj/38b/GtrTNFsNJVxZw+Xvxu+YnOPrUUcPKnPmbOnMM1o4mi6cU76FyGPaKmL4GKToKjc11ngDZJOKoTSdasSOcdqptudsVSEMV8GrUPzc4qNYAg3uQqju3AqOXW9Is1/eahDn0Q7z+QzScktzSFKc9Ipv0NDFKx4rmbnxrYoSltbzTyfw8hQf5n9Kh/tfxPfJ/oWjiEf35FP/s2AfyrL20emp0rAVrXklFebSNy8lit42uJpFjiQEs7HAFeKePbeTUJbbXSjLb3DvBGG67VwVJ9M/Oa9JbwtqOoSJca5etIAwKwJ933B7D8Pzqj8RtHa48EXxgPlyWii5jwOPk6jH+6TVJuTu1ZEVY0qUeWMuZvd9F6dzxH7NkcUC3rLTV51+9Gje44qwuur/HAw+hqjlOksdPsW8Palc3RlWSMqEKLkD60C1hsrAXb2gnt5BgMxO5c9/SpNJ8bafZ+E9Ts87buZgY1dMgjjvUMHjaz/sprS6UMe2zofw7Vk6XPNa2RpGaS1Rwd0oM0mOmTivdvDUhm8N2bBhvjtokK9wuP64rxn7Ol1K8isoDMSFJr2fwszx+G7CNLoHEQBAIOMdq2UdbImLMrx3bl/BN5M8W0K6LH9M5J/OpPgCQtxcgtjN0oAPf5DTfiHLcS+F5EedmUuvy+vNP+BVv/AKbcB1+7dI4z67D/AI0NWYN3YfEoZ8S69/v5/wDHFrytrWO5iLHCtjjFepfEdd3inXwHfO/pnj7i15dbTRx5WRwvPA71KaEZTI0RKHrSKdpJrdnS1vI/9vHDCsee2aB9p5HY0hFd1x8w6Go0BMg9M1MuAMEGrdnZs1ne3LLxGAqn3J/woGR0UCigAooooC4UUUDk0CY4HvSN1zQRg4oIxTBEttdy2gnEeMTRmNs+h/8A1U26upL68kuZseZIctj6Y/pUdFIYUUUUAFFFFABTycp07UynE4T8KAGilAJ4HXtTRUiDkfWgA1qZJ71WjbIWJFJHqBzVJBzkmmnHmNx3NTxpGo3NnPpmgB8EYdju4A9quI6w/c4NUWuGxtQYFQmaTPOKAOj0e9efVYkIyBkk/hS+MDhrUf71M8Mx3CXEk5gLAx/LzjgnqKZ4sdmntw6FTtJ5PXmktwPX/g3/AMk2f0/tab/0VFXcvwfSuH+Df/JNX/7C03/oqKu5x0q0IjI70zjP0qU9Kixg8CgYhOOailRJomjkUMjDDKe9S479KikbBoAqrH5T7RnHYmr1tKVaqzYOfUUFhGQxYAepOBXJVjZnbRnzLU2lckcema5y98c6DYXzwvcSTSxtskEEW4K3oSSBXLXXiDWNc8TnRlt3t9ORCx28tKf4ScdwRjZwBzuNddp3guyt0VpY13bQMABjgdAXPPGTwuBjjtRG0NW9RSbnotjrtFubXWtPivbNxJBIODjBBHUEetaq2I9K5zSrS30W/wDtFoHhicbZoUOUk9Dg9GHqMZ5znt10V5DIoZXBB710RnzLQ5pwcWVv7PU9VpwsQOgq2Joz/EKdvU9xTuyCqLYDtQYVHarW5T3FBwfSmBnXKskEjRpucKSq+pxwK4xtV8VSD5dCwff/AOua9CKKab5Sd8VMk3s7G9GtGne8VL1v+h54snjG5baNPt7cH+KTb/8AFGpI/Dvim6OLvVUiU9ozn+QFd/sQelIXjXqwFT7O+7Zt9da+CEV8v8ziIfh6C+671SeYHqAuP1JNatt4J0S3X5rZpz6zOW/QYFbr3cSdWFV21KLOF+Y+3NCpxXQieOxEtHJ/LT8h0Fha2qhYLeKMDptQCpGH51VN9I/CQsT78UE3Tjoq/rWqRzOUm7sdJHuOWPArhvidr1povg++WRszXcTW0KgZyzKRz6ADJrtGtpXHzykj0HFcb8RfDY1vwffWsSnz4l+0wYGcugJx+IyPxoJPl/2FIelL159aQ0hjCKMe1LRQITaO1PWSZPuTyL9HIpooNAFmPUbtBgyGQejkmvQvhH4ou4PHOnaasMXlXs+JD3GEbp+VeZ12Xwp/5KfoH/Xyf/Rb0XA7f4hc+LdbUA53noP9ha8j8QRSwau4eMxEqrBSMZBA5r6W8Qxxw6pq8kWj75ZS26cupz8gHAPSvEPiDcLca3ama02sbGENuIz93rxXPTrKcml0NpUnGKkcTHcSryM1YS83rtcZHoajezDZMMnH91utVzFIh+ZTW5kSvIvO5MVrWFwJPD+oRZ+6VI/GsZFfG3YzA+oq5Zfube9jPRowf1oAjooHSigmQU0ZzUjEEDFNoEFFFFNIdyROR0oekj60Hk0WKGjvSUpBB60lJ6AFFFFABRRRQAU8crTKeo+Q0ExGU+M80zNKn3gKCipt/esSeAaUuSaUsEkbIzzUqzRL0VSfcZoAjSKWVsIjMfYVbWyjgUSXcgz/AM81600Xr4wrlR6AYqnLIzn19zQB2Ph6Y3PnFeFjUKB6DOazPFxP22AHtH/WrfhJWWG6JOMsKo+LDnUUyekQpAex/Bv/AJJs/wD2Fpv/AEVFXcE5PWuF+Dpx8NXz/wBBab/0VFXasatCHl8HrUDNzzSk81Gx5zTAUn8Kic4OfWgtTC3OMUDGscZ5rI1+WWPRLqURGVY1BOOqnPBHuDg1qPJg1y3i3X7LTVghkV3uJA3yofuxsCpJHfPYeozWdSPMi6cuVnSeC7d7mA6reLH9plUICgwMDq3sWPXHYCuzA+WuU8CPC/hOwaCUyx7SA5XBbDHqO1dYvK1y8p2XuVn4yKSGRUcb923vtYj8ahvmZEZl7VVt7xLi3DowZT0IqldO6E43Wp1kVgkkayRTyFWGQQ5wakFhKv3Z3/HBriNR8ex+D7NJbqzmubeSUJ+6YAoSCe/Y4qvB8dvDb4EtlqUf0jV/5NXTF3VzjlHldj0D7HcjpcH/AL5FH2e7HSf/AMdrk4fjJ4HmwH1cwN6TW8i/+ymr8PxR8Ez/AHPEVn/wLcv8xTJN7yrv/nqv5UjQ3WP9dj6LWWvxB8IOMjxDYfjLilbx/wCEVGW8QWGP+ulAF/7NdN1mY/hikGnyE/NIx/4FWLN8UvBEBw/iKzz7bm/kKzrr4z+CLdSU1OS5I7QW0jfzApgdcunJnLAE+9TLaIo6CvM5vj34bBPkWGqTY/6ZKmfzasO++P8AOSwsPD8ajs9xc8/kq/1oEe2iNR2FO2Z6DP0r5n1D4zeM7wMkN1a2anvb243j/gTZ/lXKaj4p8Q6t/wAhDWb24/3piB+S4FIZ9Z3+raXpg/0/UbS1/wCu0yp/M1yWqfE3wTbFo31qOdh2t43lB/EDH618xs7ucu24+rHP86aS1MCTWUsYtZvE0yZprATN9nd12kpnIyPbp+FUamZd3BH0NQspU80gENFFJQIWiig0ANxXY/Cn/kqGgf8AXyf/AEW9cfXY/Cv/AJKhoH/Xyf8A0W9AHsninxXothrmo2d1fIlwGKlME4JUV418RIw0mj30ThkuLFBuB6leK3vjBpgi8fXlzECftBDMF5wwUCucuLTz/BGn3MxLGK5kiUHspGa4qdNQnzLqz0KnvUk/I44Fh/FUqXEgxuINSz2bRnKDK/yqoQ2cYrsPPepK08zH7/HpWjZ27jR7y7kGAVCr781lk4rpInM3hSUsPugqOPcUDMKigUUCauFFFFAJBRS44zRiqWwnuPA4yBSZx2py4I5NL8tSUMemU85P0plMAooopAFFFFABT4z8vWmUoODQShMUL94UUAc0FF/WWiWw06FY0Egi3swHJyeKxwpzzxV7Vdwuowx+7CgH5VTznmgTuGMUqx80BSxAxUvlshG5Sueme9AK50ug20DQy7owcbcH8KxvEwRNUCouB5YrotEQrZvn/Z/lXN+JyP7ZbHZF/lQM9n+EH/JNG/7C03/oqKu0J54FcT8I2x8NG/7C03/oqKuxLfWqQh7MM1GzcYFIzcVEWzmmMRmqMsfxpSPxpD9KAMrW9UTSNNlumwzj5Y0JxuY9B/U/SvGr+4nu55J5pC8jkszE8k12fxEmeTVLa2ExMSRbzGp/iJ/wArh5QxXAVVA7daQHufwnDN4ChJzgXEwGf97P9TXYLexglN2HHauE+F2rWy+DIbKNh58Usnmr3BLEj9CK3NS3QuLlc7B1I7Vyz+I7qUfdVzZvSWtHwM8dK4PwlrkUniS+0dpt+SZY/VcHDKR6g/n1rtrOVbmEc9RXnXiHRjofxG0nXIV2QXknkzMvA8zBx+YH5iktSm7I6Px/pL6n4VvraFd0wQSpx/Eh3YH4Aj8a+eEuHHrX0/e3SyQqx3Zx2XivnLW7SG116/t4U2xRzsqL6DtWlJ9DnrwtqVVugwwwz9acPLfkEj6VF5QNAiI6Vsc5N5fHRT+FS5+UAgdKgV2X71PcEKCDnIzn0pgOKqeRxTSBzzxTdwHVqaZox3zQA7cB0BP1o3v2GKjNyg6CmtdHsKAJcOe9IUPdsVAZJWo8uRurUASFVHWQ03Mf98/nQIB/FzTvKQfwigA3heQMj61HJIrjpzTzCvbg+1RtGfx9fWgCOjNIaSkIdmjNJSUAOrsPhV/yU/QP+vk/+i3rjc12Xwp/5KhoH/Xyf/Rb0AdP8ZrmIeN5ooPldADLs4ySB1/CsNUt5fheJFVfPt78Bmxzhqf8TpD/AMLG13POLgDn/cWuYhv500m7skGYZirMPQqcg1ytXkevOC9gvQeiZxRJZQyHDDBPcUy3uFEeH4IqxvDAHcM9q7GeSYd1AsLlc55xitOByPC1wuTw+AM/SnzW0VyPnwD6iiSEQ6DcIpyBIKlgZFODKB0OabS7cDJpAJ3ooooJuPHQCmnrRnNKBnnvTWwCgEjNPPSmBiOMUpb2NIoaxBHBxTKcfWkoFfUKKKKBhRRRQAUq/epKBndxQQgIwcU0kjpT2XBqN+maCy5f5n1FgMHCoB/3yKEtEz87ZPpTBuc+bg5YD+VWYlyNxFAAIoYQWC0SzLMEhKbtxCg+lJKjN90cVLpcbSajDH6NuI+lNgbtqk8RnVPKKq4XkkdABXJ+IGZ9YlLY3YA4PtXZ24Ja4PrM1cZ4gOdbuB6ED9KkD2j4S8fDQ/8AYWm/9FRV15YDvzXHfCg7fhnz31af/wBFRV1bNVoQ4tu703dxTCeOtMLc1QEhcBar3V7Ha2stxMcRxLubin8YrgPGGtGe5Onw48mB/nYfxv8A4CkM5rUr17y9muZmzLKxZsVlSuPUVYkY1Ul5pAdF4N8RQaRNPbXDeWJ5FeObsrAEYPsQa9v0m5iv7Ub8Ekcg18wyqPStRPEOrTabBp/2xhDCwChSQ55G0k98dqynC7ujanV5VY9l0vxJbyeIdQ0yDcv2ZsxscjzE6EgEdjx+Vbeu2UWvaNLaK6JMwDQyEf6twcq34VgaHZpf6bHf3BjjuygPmquHkbGCzn3yflGBz3PNVm1yexvBHMu1c8MDlT+NZOyeh0wbcfeOh0tbibTHt74BLuD5ZADkH0IPcGvEfHsAtfF90IycOqOSe5I/+tXt1tqVvdxKxl2vjGVxnHoa8k8e+HdUttSm1WWVby0cgCWNdvlDoAy9h796qm1civdxOMWRu9SrL7VEFBqQLXQcQ8yZFRvL2p4ApdowOKBlY5agRE9atYAFJxSAhEApwiA7VJx60uRimA0KB2pcUuR6UmR2FABS96QGlyaADFNYcU7NBoApOCHOabirE0fGRziq9IQhBpM080lADa7L4U/8lQ0D/r5P/ot644gV2PwoH/F0NA/6+T/6LegDc+JV8h+IWqwi0EzRzjjHU7F9OtZdr4c17V9KdrfRf3ZdvmB2nOeleoeKvFHhvRPFWo50sTaiso82QRjrtHc+2K1fDOo22oaZLdRuipJcyMoLAYyc159WrKF2kenCUZJRueBN4a1yD5X0m8Vv+uBqRfD2tFig0q6Lqm8jyjkL619Hyyp/z2X/AL7FZyTRnxIf3q82Y/iH9+oWOb6GUsLFbM+eVsrr/niw+oqWeCSHRJw6/MTn9a77xlpMem6yZLcg29xl1weFPcVyl/EJrOWMnAK13wqc8U0cclyuzOPiA3YIqSQccdK1E0ENGrCdhkZ+7T10HJ5uT/3xViMM0oBNa50PM7RifoobJXrUieHpCf8Aj4Tj/ZoJRjBT0xTguDnvWpPoksMZczoQCOx7nFObw9dZ4eP8zTKMog9c4/GnEDHUdPWtZPDl0f8AlrHmsO5ZbS5lgZixRiuQKAH/AJVEQS2Aam0+JtRuxbwgByCRu9q0JfD99G6AiL522jD98ZoYGXsPqKbtrVHhvVT0jix/v0v/AAjWq8Zji/77FIDK2nrmkrTTQdRkB8uFWAYqSHHUU7/hHdSH/LAcejigRl7eKOa0ptH1CPYpgOXyFAIJNR/2TqXT7BLQCRUxuXnrUDDcdmcZNaY0TVG/5dHH4ipLTw7fXJWQqiJuwctzweaBjksGjjUOrjA7A9KGIQYw2B0Oea7IINoA7CqlzErXdsrIuPmyCOvFPYDkXm5+Utn3q9orAXryyFV2LjJ461vPp9o/LW8ZP0p0NpDb7vKhVN3XHelzAVbW6g2Sfvk5kY9feuM1txJrFywORu6iu1sY1a3JwOXbPHvXEasc6tc/75FJbge1fCw4+Ga/9haf/wBFRV05fjrXKfDRxH8MYj66tP8A+io66Jph61cRE5INJnnrVcz+9HnCmBDrOprpOmS3WAZB8satyGY9Af8APavJrmVpZHdjlmJYn1J5rpPF+qi8vhbxMDFBwSDwzd/y6fnXKOec0MCNuaryDNSsajbNIZVdQarNGyuGRtrA5BHarrKf7pqB1b+4aAOlsfHF1b6d5EzOJFGNyjO7/Cs268ZancqyARqh7kZP+FY7K392oyh/umo5EX7SVrXNmz8WataLtWZWHbcvSr03jS+ubCW1eKFhKpRi43cH2Ncts9jS7G7Zo5I9g9pO1rltaeKpYkHQml8yUdaogu5FLmqavKxwFJI9KUTMDyCKALeKNuagWf1NPE6+tMCTZRtpgnT1pRKh70AP20m3NG9T3oDA0AGBS0ZGaOMUAFHWkx70AY70AI3SqbrtYirpqvOvG4dR1oAgozRmkpCDNdl8Kf8AkqGgf9fJ/wDRb1xldl8KP+SoaB/18n/0W9AHGXOqahe3ElxdX1zPPIcySSzMzOfck5PQU0ajegYF5cY9PNb/ABqtRSsMtDUr8dL25H0lb/Gk/tG+3FvtlxuIwT5rZP61WopWQFr+0r//AJ/bn/v63+NIdQvWGGvLgjjgyt/jVaimBa/tK/H/AC+3P/f1v8aP7Tv/APn+uf8Av63+NVaKALH2+83bvtc+7GM+Yc4pf7Rvh0vLj/v63+NVqKALLajesMNeXBHoZW/xpf7T1DGPt1zj/rq3+NVaKALX9p3/APz/AFz/AN/W/wAaru7yOXdmZickk5JptFAEkM81u++GV4n/ALyMVP6VMdTvyRm9uTtORmVuD+dVaKALn9ral/0ELv8A7/N/jR/a2pf9BC7/AO/zf41TooAtLqeoICFvrlQTk4mYc/nXpWmkvpNk7EtI8CFmPJJ2jmvK6908P+BPEV34c0y6g0xnimtYpEfz0GVKAg43ehoSA564Ui8s+P43P/jtWGJ6V0U3w68WNeWzrpL7ELZP2iPjI4/iqx/wr3xV20x//AiP/wCKp2Qmcqpqpp7/AOhg+rN/6Ea7T/hXviv/AKBj/wDgRH/8VVez+HHixLZA+lOrjOR58Xqf9qnZCuznQ+DVebm/ts/3XP6Cux/4V54rHTS3P/beL/4qoG+HPiw3sUn9lMVVGBPnxcE4x/FS0GmzmwM4BpGAGea6pvh14sb/AJhsn/f+L/4qoX+Gvi1umnzAeguIv/iqlxQzjtNH+hx+5J/U1wWqHOqXJ9ZDXstr8LvF8dvGGsJ0IHK/aITj/wAerkrz4N+P5ruWRfD7sGYkH7VBz/4/TSsBueEr97D4W2JSCaUyavc8RLnGIo6sf29cnldMvD/wAf412PgbwVrWjeBIdO1bT5IroX803lhlkwrIgBypI7Gt8eHLn/nzm/74qkB5gNZvSM/2Vef98j/GmXev3kVq5+w3MDYwsjqAAf8AGvU/+Edue1pN/wB8GuL8daBrlxJbWdhouozRoDJI8cDFSx4Az3wM/nTEeXSkkknrVVzXSP4K8VH/AJlzVD/27NUDeB/FhPHhvVf/AAGakM50tmmMT6kV0B8D+LMf8izq3/gK1RnwP4uPTwxq3/gK1AHPOCe5qB1b+9XUf8IJ4uPXwzqo/wC3VqU+A/FeP+RZ1X8LVqQHIFT/AHqZtPqxrrH8DeLR08Lawf8At0aoG8C+Mz93wtq4/wC3RqAOZ8tj6/jSMFX7z/lXRN8P/Gjf8yzrH/gI1IPh54xzz4X1f/wEagDnokeZwqA/ia6DT9BeYj5Dz3NdFo/w88SRFWm8PaiCf71u3FdnZeDtYAw+kXqDtmE1SQjiLbw7DFIwZNzGMn2FVLrwyfs6MqhwVya9WTwnqSTDOm3ZBjZSREeKgXwxrBtEVtIuwQMbfJOaegHhV7prWhJZGKg8+1VFjjbo2PrXsOq+Bdbu42A0W9J7YgPNcLcfDnxbBMVi8Naq6diLViKhjOa+z+hz9DSi3bH8Qroh8PvGGMjwxrCn/r1anDwH40Xp4Z1Y/W1agDm/KcdGpwSUV0g8EeMf4vCur/8AgI1SDwL4tP8AzK+sD/t0agDmgZB1zTwWrpB4D8Xf9Czq3/gK1H/CB+Lv+hZ1X/wFamBzwzThXQf8IJ4u/wChZ1b/AMBWpR4E8XD/AJlnVv8AwFagDnjUb8g56Gul/wCEE8W/9Czq3/gK1NPgPxd/0LOrf+ArUAceeCR6Uma6eb4f+MN+V8L6uc/9OrVF/wAK+8Y/9CvrH/gI1IRzldl8KT/xdDw//wBfJ/8ARbVQ/wCFfeMf+hX1j/wEauq+G3g3xNpvxE0S7vdA1O2topy0kstsyqo2MMk9qQzyeiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoFFFAC0lFFABRRRQAUUUUAFFFFABRRRTAKKKKACiiikAUUUUAFFFFABRRRQAUUUUAFFFFMAooooAKKKKQBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB//Z", "path": "001029.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.
001030
Men Tshirts
{ "bytes": 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", "path": "001030.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.
001031
Men Tshirts
{ "bytes": 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", "path": "001031.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.
001032
Men Tshirts
{ "bytes": 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"path": "001032.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.
001033
Men Tshirts
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", "path": "001033.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.
001034
Men Tshirts
{ "bytes": 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", "path": "001034.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.
001035
Men Tshirts
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", "path": "001035.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.
001036
Men Tshirts
{ "bytes": 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", "path": "001036.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.
001037
Men Tshirts
{ "bytes": 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", "path": "001037.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.
001038
Men Tshirts
{ "bytes": 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", "path": "001038.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.
001039
Men Tshirts
{ "bytes": 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", "path": "001039.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.
001040
Men Tshirts
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5ZaSjfKi+bIP0ryuLJUc5rU8b6w2t+Nr+4zlBIY1x6LxVawtvPu4olHB61z1WdtFWRzs1gyHIuImHrmkWxAGZLqJM13c/w00+Q/ubyVR6ZzSw/C+xP+tu5X+prZV49Tk9izhXTTk/1l5yB/Copon0qMZBlkb1BxXpUPw60SEjMJkPu2a0ofBulQDK2MeR3xSdePYaos4Twx4lNvqsccSTtE7YIdiRivVxPZzDOPyas+PRLSE/u7aMegCirC2e0Y2AD6VzVHzPQ3gmlqTFbIjPI/Gm+TZseHNMNoAcdBQ1mqgENkms+Usd9jtjnDkfhUbWUOPlBalFoR0f9aRo3T+In6GgYq2UeOQRSGxDcgkVGWkH8TfhSNNIP+WhFDAedPkJ4f8AWmtZTgcuSKatxISP3lL9olDH94CaaEIYJVGN/FRKsnzKzgrUpnm9jSGZ+8YouBXwQehHvXeeBtK8m0bUZV/eTcR5HRRXJ6VbyajqMNqkf32+c+g716tBClvCkMShUQAACtKaIm+xKxz1qvIuFJ9KnNVLyQxwHmtWQjKuZ8uRmqEwDKcnNPkO5yTVd2ODg496RsmeUfETw7JKf7TgQieP/XKOjr6+lcHo+sS6TqcV9bt93749V6EV75dLC6uko3KQVIPTB614Frlgum65eW0QxGsuI/xraLvozCpo7o9/0XV4b/TY7iJwVIGMdqvCQ5bjrXivhDxI+myC2nc+RNIBkjoa9YgmZgcnvUWszaM7o1UweR1FNudzwsM1WSXyx1OTQ87YI696TLUiLSnWWMyYAdHIrQkbC4XsOKp2MaRI5zgPlj9a1tP0u51FvlykPdyP5UkhznYyXmlkYIgLs38KjJNcD8RPEuraHfJo8H+jSNEsry4BbB6BfSvfbHSrTT0XyYgX/vnqf8K8T+PuktFqelasikpIpgkb0IORVqKOWdVs4XwJq89v4zs5pZGd5GZHd2ySGHIz2r3KZgemCK+ZrS7lsrtbiH5ZIz5gB7nvXvnh3XI9c0aC9QjDAK4/ut6Gs6sSqUrl2aINk1V8rB4q5Icd6rO2OlZWOhMcqrT1WogwPpUy5qkDJlHFTquAfamISoBx+Vc54j8TrpxWwsEE+py8RwLyFz3b0qkS9BfEniJrJotP09RNqM5wkQ5IH94+grR8M+Hxo1u7zus2oXB33E3qfRfQCqvhjw4dND3t+/2jVLgZlmPO3/ZHsK2NU1mx0awa7vp1ihHIz1f6DvWl7aGb7l281C3sLWW5uphFDGpLu3HH+NeE+MfG114l1aN4JGhsrc/6Oqnkf7VQeLvGd34nudgLR6fH9yHON3u1cwCBzkAeucD61cFYxnK7ser+DvEy6oosruRUvf4T0Ent9a7EwRPnzECsDggjGDXmfg34a6/4mtGv4HFlAv8Aq5ZgQZG9h/Wu0sNavfDtzHpfitZRKG2rcuvyD0y3Q1vFp7md2tjoLe0RGBWPkdDitSD7UPuFqt2MMMqqyBWyMhl6EetaiQgcY/KuiCSRlKRJpF/NuEU+fqa3wwIyKxEQJg45qyszKo2uc+lYVIX2BSNMGlqgLqTHY0sd4c4dMD1xWfI0Vzl6io1mRxwwp+akq4tFGaM0DCiiigAooooADXPeNNWXRvCeo3u7a6wkJ9TxXQE1438ddc8qwstHjbDTHzXA64FALc8XtWaeVpGJJY7j9T1rrfDESNdiVyPlrnLCEeUGPeuv0PTzBamUtgv0rm0lI7lojrcgn7tSYG3AjWhkZjSspWsLiIwNpJK49gaQzbTwGp29cYxzTN6Z5U0wFM+f7w96T7Qw/iOPemsQe2B70pC4ztouAv2n1NKbjOCpBqE7SSKZkL1yFouBZ+0t2x70vnNglgMVVZoj91j+IpuVx1BH5UhWZZaUDBABqLcrHJFRGMHkD5aBFnp/OgZIfLIHy0KY+yfnUHluF+XGR70mXHtSAsHaScDH0pvygjOT61FyRnnNa/hnSH1bUxvLG3hIZz6+1Naieh1nhHSDaWrXsq4mn4X2Xt+ddPTQiqAAPlAwAOgp1dEVZGTeo1nxWXqMpZCBV+ZtoNZF0xZiKZSM9+R/OqUnyq1XJSEBJOKo3L5UAN16YppFLcyZ1aRvkPXI/pXDHwHrPiOS9uI7JyPMI3OMdK9d8OaWt7eGWVcxxc4PQmuxYAPgdOw7CqSsY1JX0Pn4fBTxD5NpNG1qssnE6lsbB2Nezab4V0/T9Mt7SdBPJHGFaUnlj610KjPcj8aim4PTiqdjNNoxT4X0+UkoZI/oaRvCNswOLiUHv0reiXCg1LilYfOzn7fwtaQOrO7zAchW6VtxosaAABQOgFPbgZqvJIcYosHM3uEsoBwDyK5vxt4fXxV4UvdMIzMyeZCe4cdMGt4A5zmnEbeR1+tNEs+Knhkt7p4J12yxuY3VvUcfnxWx4Q8V3Hhm7YYaSzlbE0Z5x/tAV678Uvhq2qStr+iRj7Uo/wBJt0GDKB3X3rwF1aKaRGyGVj7EH3/wp7gm0z6J0/U7PWrUXFhOsqEZ4PI9iKdIhz/L3r56tb26sZRJaXEkTg5BQ4rprH4ia3agLOYrpR3kXB/SspUrnRCtbc9hjQ5qyAQQP615ZH8V7mMANpUbfSVqZffFS8ubGSO2sktpZOBL5hbaPYdqlU2W6yOw8ReKfs0/9maWFuNUk42g5SIf3mq14d8PxaPG+pajN5t9KMyXMpAKj+6PavJdM8VXOlB3tbaI3Ehy88uWZj61S1TXtT1ht1/fSyL18vOEH4VapmftT1jX/iXpemq8OnYvbkZXK/6tT7n1ryjVtb1HXbrz9QuGlbJ2x9FX2xWcT35x2rV0Hw5q3iW7FvpNo87HhnxhF+p6Voo2MZTcmZiIXdUUEszbRjk59BXsHgD4Oz3hg1TxKvk2wO+OzP3pPdvQV2ngX4V6f4W2XeohL7VOCGI+SE/7IPWvRgpJbP4n1qkibEMEMcEKQwRrFDHwiKeFH0pbywtdStmt722iuIWGCkiAj/8AXVpEqTAoGcK/he+8POZdBb7TYYy2nTMSU/65n+lX9K1a21IMsYkinj4lt5htkj+o/wAM11JA6EZH1rN1PQ7PUyHkUxzqPlniba6/j3HtVxm0S4oAodT69jTEjkR+OR61RiXU9OkEd85uYf4LqJSGHs4/rWkkwYKFI56f57VopXIsTJnuKkKA84qAyMCM8VIC+OTke1JoW47yx2GKXLr0Y1EZdvXIpysH/ipWQbEwuWX7wJ+lTJOj9Dz6GqbADnj8KT5W7FT61LiVzGjmlzWdvkh53ZHpUsd9GThiQalxY+YuZopiuG6HNOzxUPQpajX4Ga+Xfibq41rx9dlTmK3/AHKfh1r6M8TaqmjeHb++dgPKiYr7nHFfJdu8l3cvcSjMjMXcnrknNKbtE1pxvI17FN00UQ45rvLOHKpEeijoK5Lw9b+dqAkYZRa7i2zy4HWsKa1OuTsrF/arD5Sc0vlP1DEj6U+NAvJFP37RhVz+Nc9yUV/JI64FNeIvg7l4q357j/lip+ppBdtjBt0FICn5UhA+ZKa0Ljg8/SpZ3lmH7uML7ioQsygfMc+5NFwGeVL0Kio9soyCMiriCYEH5T9c1OZGHBjj/A0XAyGDg8IR+FBRtuTGfwrZEseOUUfRqQ/ZmHzHaPUGgZinnI5HfFN38dCD7GthorVxxdTL+OaabaHtdt+Kg07iMjIBycj3pcDGd1aT2yBT/pSnH95Kz9SurfTbQzT3CHOAiInzOx6ACmtQvYksbGTULyO2gJLyHtzgeteqaPpMWk2S20eCRyzY+8ayfCGkNY6el1cwql5OASMZKD0rpu2a2jEzlK4pwKazDHWkY461XlfCmtCbEc8pUHPNZc7gnIqeaYnNZ8sm6mkUVrhgQQTkHtVVLd7mdIYl5Y4AqWVhurf8L2eQ966kZ+VM/wA6qxMnZGzp1ilhZJCmMj7xA6mpcZepT8vSohw1BjcnA4qF1zIPSphg0yThgaYDxwBS5qMN+VKpycU0ISU4WqZbmrNwdq9apA5frQBMpyelSEfIaagNErYXrigCjLJtcYHb8x3rxYfDjSfEOoa9aNI1nfWt8xjnXkFWGQCvfrXscpyxA5rj9PjNv8QdaB3Zmhgn69gMHH4iqQjyLXvg/wCJdHzNaouo2w6PBw34r1FcPcWdzaSFLi2mhYdpEI/pX2NG+3BXj6f55rz7xbrdz4p1V/CWhJFK54v75kVlgX+6CR1oFY+dGAXliAf7vGf50gIJHUnt/kV9W6V8OPDNhpcFrJo9pdNGMGWeLLsff0rbtvDuiWf/AB76PYx/7sC/4UAfItppeoXrrHa2FzMzEBQkTcn64rs9J+DvivUtjTww2ER/iuHww/4D3r6XWNYhiNQgxjCAAGghic5oHY8m0L4GaVY3An1jUX1DGCIUTYmfQ8kmvUbCztNPt1t7K0it4l+ULGgX+VTiPn0z2FSKMUDQ5RkGpVJHFIo46U6mAbzQXpCKFFIBc05c9e3pQFFPxSATGQfeq09jvyYzsc9cDg/WrXel4p3aJ5bnONd+Vc/ZrseTIfuF/ut9DU6yNyN2MdfatS6tIL2FoLlBIjdiOnuPeubukn8PyAyeZcaYWwZSNz2+fX1X3rWM+5EoGiXOcbufejey96QKrKChUgjIweCPrTCrGuhWZFrDhI4Od3FOFw3ck1Dj3FITtp8qFdljzC3c01n7HIz3xVclv71IWb3o5BXZYSWeJsrKSOwNTrrSxkLMv1IP9KzjKSMVTuJWK45P40OlFlRkznfixq/2/RYdOtNzxzMTKyjjjtXivl/ZlKc56V7XehZNysoOexrjdV8KW15J5sbeW46gHg1w1qLvodtGokU/D0Hk2RkPDNXVQkxwqMdu9Z9tZfZ7eKMg/L1OKtPJngHpWUI23OhtM0NqHjJ/E0nl88MR+Nc7/wAJZpTfI6XIP+5ViLxHpG0ATSD2KGuGwcxtscAAsfwoyuQCxrITxDpLni6UH3UirA1zS5PlF5AD7tQO6NAIG6Nj3zQYwePMJP8AvVTXU7E4xe2x57SVMt5aNyJ4iP8AfGKV2K5K0eDxKR9WqNoSePNY/Q09XhccFT77gaQBR/Dx/n3phci8krwHbH1o8lucSOB71Z2xEdwfpSYBAODj02t/hQFytslPHmNigxTj/ls351ZIGOn06/4UYRucHP060BcqhJlBZp2AAJO49h3rgrW+m8SeOdLjd99nFcEhexCng1qeONf+yWh0y1kPmyf61s9B2FcT4e1X+x9Vt7hgdsbAkdcCuinB2uzGc9bH1yjB1DA+9PJ4rG0PVINQsIp7dxJGyghh3rXZhjiqQ2MkbAqhO/Xmp55OtZ88hyapDK8rD1qnKx5qaQlqqnGTzWiQDUha4kWJQd7nAxXc20At4oo0/gABrD8OWe6Q3jdBlU9/et/dh1yO+KGYTdx8jbTUecninydaipElheKbJzTVah+RVWABxT09elRDIFSZAjyetAFa5fqKqoOc1JM2WNIi571VrATxsSKjlye9SouFzUMhpICsU+auU1tZNN8VWOpmNjaS27W07j/lmQdyk+3OK7BF3E1jeI4DcwJaIjHzSC23kjHf8jT6gcx4g8XtcxR6J4akW71W8XaZIm3LbRn7zNjofauh8KeF7Xw3pMdrDh3Y7ppWHzTP/ePfGaXw/wCHNO0aPbaWMUIP3mC/Mx9SetdHHnOcUxD1AAAA6DFGKeRjvTaQxrUYyKU0YxTATFPApvWnqKQDwOKXFLjigUwExSgUtJnmpAcOKcaQfSlzxQA0nApm6ldse9RAknFAE6AOeRUVw0bq0TLuVgQeM8YpZZBFHjuarpyMsOatIls53RJjZX91oNwSvkfvrVm53Qn/AOJ6VumFCvXBHGMiue8VoLK90jXkHNrcCCc+sL8EH6HBrZPDYycDitYmcnYc8bAEjBFVmYZ2kYNSl3B4JxTHYOc5Oa2SaI3IyOPeoWJHepSpHOeKhcAjg1ohEbTEGqNzNkZqWV2Bxjj1rOupCvJoZaKNw24njNUXjJNW5JAelREg1hLc1iV1Vs47VFJbg8qcetWynoeaAnHTNZuNy+ZnmaXSFQPlLeu00efGmMyL+NRNpDhwf3qjPPFH9nsowWbIPXb/APXrzORHRcfHJGSX+Xk9gaTCyOcbR+FRtaNnIZhj/ZNRC0kViTPjPsaXKImdo8bWZMemzNAMMa/eUZHcVXFtPkYnj/HNSCCcg5aNgDxzzT5QuPTyjys56epFOLsiqftTD/gZFQCKdScoCf8AZNMdp3+UQOW9NlLkHcuG7n25S7cD/rqakXUr1Fyt7KcD/nrWeYZeSYyCfUYpohl3bRCvGO/WjlA2F1nUFiDm/n+nmk1C/iHU0+YXsvt82az2WZOgI9RjiqVzMx+UkkirhTu7kSnZEd1cSXdw8srF3Y5Zm6k1nyHa5YYHtVosDVOTqa6zn31O68B/ECTw9ci3unLWDsMgdYz7e1e+2Gs22p2qXFtOssLjKuvT/wCsfavkIjB4NbWgeKtU8PXCvZ3BWMn5425U/h2NZyhrdGkZ9GfVLy7uh/OqkrAnrXnnh/4p6ZqKrDe5tJzwQ33T+NdgmpW043xSq6divIpKLNuZFiQVBFC086xKPvHBPoO/SmzXMaJueRUHqxwP1rkT49t7f4haPptnMr2plKXUg6MWGFA/E1SFJ2R7Db/ZIIEiWUDaMVPvjyuHBGapS2kLMQBtIPHNVjG9swKtldwzmkzE2m59eKjZR61LuyT25pjdO1OwhqmnNzUYJpSTiqQDgTSSnCUitzTJG6iiwFSRvmOalh+7UePmOasxg7RjpTYDiSAMVXkOamckLiqjH5uRQgKWsakNOtlG7BYcnGTjPQD3rjfL1K416PVLi8W2IZUitlkysq5PJJ71b8X6si6oltaz4v7WITCJiArKxIPJ7jrVazhj1C+t57yFjOGVLYO2QWA6gL355o6gd/aHzbdH/vDJ4q0gx0ptrCYoVTd0GOetTYK9qGwGk0lKcUAUIBvPpRzTiD6UgzmgAUDIqZQPWmqKdgigB4ApKWigBhpB1pxpuKQD88UxjRz3pp6UANLcU+JQ3J4xUfJOBT7iTyYgo6mmJsryMZp/YU+o41wmfWpPrVoRl+IrP+0PDupWoGWe3cJ9QMj9RXJeG/iHoWpadaQ3GoxwXiwqsqS8fMAAefqDXoBUSZU9xjr68V4VYeDfDerQX9vf+db6hbX80JljfqN2V4PHSrje+hMrHsUc8FwgaCRZFP8AcO79RTSp56/y/MV48fh54h00+b4c8RhgOiNIUP5dKD4o+Ivh3auqac11En8WzcP++lFbXkiLI9ddSp5z+VVZZAoOc/Q155YfGSybCajp08Ddyh3j9a3LX4heG78YS/RGPaYbarmBI253bHb2wazZiX65FPGq2dyu63uYZAf7rg1A8wznGfoKTmi0iq8e3oKYRgZqyWDk5yPr/wDqqN0rNyRZCAWO7oKlCn1/OnKpAxjipUVehGaE0Bz9xqkLDcbaFgR2FRQahpk03lSWEatjAPY//XrP0+URyeXcANH/AHiOfzpNQtY1czQSc7uMccduleadJoTNpiy/PZbc8DHSrUVlpMy5WFcDnnrVF4DfWYJOyQDDDOM1T0yMpOyyswUHHHPeiwGmbLS2lx5ZGPXpSt4esJgAEP1U1TvbSS2k4l3xcgMMHvn8arQXdzbXO0TEDrzxRqBPceFo3JFvIVx1DVhX2kappZM4RmjXrj0rtjBOpEi3ETKVDAjirtvHeN8kipJG3GW5NAHH+HRp2r/JcKUl6YHp+Nadz4b06C4kV7hURV3Bj3FUta8Pz6JrUFzsEEFwcK6Z2huvNZXi7V47qC1WIlJnj/fKD93Bx+tXykuVjnNQuQ960MDnywSQw7gcVnNkcHj6UOSEideinBx6UsnOT3ra1kYN6kBIFV3YmpWznmoZBQIjzTWoxSEUAAZh3q7aatqNqm2C9njHor1SpwHpRcaZfl1bUbkYmvriQehkNdd8MPCc3iXxTHdPlLGwZZpnx1YcqAe/TmuR0vTrrV9SgsLNGkuJ2CooHf1r6i8K+HoPCXh+302FVMqjdNIB/rXPU5oKep0Tvu+YZBBwaq3DkJkn+IUecPTnNVb2TEJOec1LQdDoM5AOe1ITiow37tOf4R/KkLHFOxIpYZ60rtlagB+apT0pgND7ef59PxryDxf8Y103xDFY6QomtraT/S5WH3/VVHtz+leuk4zwT9K+bfi34bOheLjewKFsdQBkQqOBJj5h+ooBH0PpmoW2q6bbX9o+6CdA6nPr2/CtAHC8Gvnv4QeOBo9+mgajIRp9wf3EjH/VOe2fQ19BDOOce2KBiPyKhwM8jj2qV80IvI7n0oAxU0+3vft091awy+bMI0Eig4UYFa0VrDHMsNvEkUNuu0bFwOew9qWS1dsCOUqm7cVA71ZiiEabRyfU9SaVgHKFHQYpSaD7UmKAExzTh9KQAetKAaYC0mOadigDmkAAD3paO/tRkUwHDrRSA80uaAGmj8KTPPFFAAfaoyT3pWYVGzCiwEsX3iew61WnfzLjGOB3qZ28uDrz1NV4gSCfWmkSyUDgUE0uMCmHrVIByYJyc8V5BcwxW3jTxHbcqTcrOo6Z3p/9avXV6gV4h8UbxtF+IM8oHFzaRMMe2RWkJKMtSWro2E8xcmKZgvoDVqLUL2ABVnJHoTxXnVt4v2Nhsit6y8VWk4Cu+Grs54Mz5WjpLo2WocahpNrcnuzRjP51jT+EfCt4WK6fNaMe8EvH5Gp49agI5YEjoc1Zg1K2c4DDBp8sGK7Rzkvw9tA+7T9cuYD2EiZx+INVm8M+KbEj7FrkM6joDJg/ka7lLiIrldp+hpT5TckCpdFMfOzz6W+8baeuZbcTDPLBd1SweKPFGzcdDklA7iI13LxICCjfXmrdtLCV8uTIXuVYqfwNQ6A1UZwX/CdajBgXWhzL+BH9Knj+I9qg/e6fcIfb/wDVXTa2t5psJuUk+2WuOdwBdPxqnpGoaZfHbPbxl/RlBqPZW3L5jnrGcNtjI+YgA/XFS3EU0UnmAYy3H/6qwra6KOp3/NkE49K1Y9REgTIDL8w5NeXY7C89w9zEVVQj4+XHVfWoIJZLeZd0YLHOc+1RNfRRzblAz3HbrgDHXNJPf27q8brl1U8gg8fXvTSFdE884YrIm8IW7t0/Cp7S5hnwJIQ4HDetZNrfoyeXJtbkHd64qeK9jiuNzLg7s/hQFy/cxeTeW+3zPszrz/s1YujNbxhrW6lKgZHHSpJ9Tt3ijOEwCCTVyXULV9NUooGD+fFK4zldf12/k0xrS4bfHwylvvAj0Jribm4eZnkkcs56mtvxXqi3t6sMGBDGOSO7GublYBD/ADraC0MJvUTPykEnDdTjpViTT9RtNPhurqzmjtZziGZk4atzwJ4Wl8XeI4LEDFqmJLlv9gHp+dfTGpeHtL1TRDo13bo9oECKuOUwOo9DVEHx/IDyc49agIz3zXbeOfh/qPg27MhVrjTJG/c3Kj7o/ut6H+dcWwoGQkc0mKeRTD9aBCYpVpB1q7pWny6pqltYQL+9uJAg/HvQB6z8GNDW383xHcr87ZitN2P++q9nW9jmGJEB9xXJWGlppthb2MDYht02IAOnua0UeSEgZyvrVcvYDakgjcZik2n0PH61kams0UHzxnHYrzmplvA3BNNlu8qFzkEjg9KlxHc34iDFHg/wjOR7Ush4xQpyg9cCkdeM0AiJc7s54qbPy5qEdcVI3SgCNz7d65Tx94YHirwnc2qKPtcf723OBncO2ff+ldX3pQpyCOo6UCsfGjI0UpjkBSRDtYd9wPPHavoT4UePf7e09dH1KXdqNsnyOxyZk/xH9K4f4weEDo2uHW7WMiyvmy4XpHJ6V55p+oXWlXsV9ZSlLqFtyMD0x/jQM+xtuf8AH1p6r7VzvgrxXbeLtAivoiq3CgLcRA8q3fjsK6UdMf0xQMBx1FSKvGccUwA54qTt1oAYw5peMdKKM0AJ+FGeaMGgDmgB45paQe1BPFABTSKX3zQc4oAaOtKScdaSjp1oAUHmgnim5oPShAMdsVAhMk4WnyEBSc9BVa1bIklz14FOwrk9zJvbavI9PapY1GOegFVokLyEk1bI8taYDJGFMBzTGbLe1KDTSsIev3h9a8S+O9qT4h0uVR8z2rA/ga9tQFnFeTfG2INqmjEjkxSD+VG7A8OO8DJJz9aVZXHIJH0rUmsh/CtVjaMDgqafKx3GR6ncIAfMPHTmrEeuXMfKyHGemagNmzdKabJum05p80kLlRrw+Kr1OBIR+NXofGl0n+sO7HvXKG3cH0A60hRsdc0/azQcqO8h8djoy8/WpG8aJuBBP5156EbdjtQUcZyT+dNV5C5Eep2Hj63B8qYbo2+VlPOfwrJ1Zo4Z1n0+QCNhuiKnnB7H3FcAN4xgnrVy11KWBo1diVU5wTRKq3uNRNGOdVA+8TUn25kUglRn061j+eRUbzEj3riOg1JNRYSeYpyT0PuO9Ed8+CepYflWR5mcUqy4IOTTEbCXjKBggYGKklvzJtOegrFM+elJ5mR1pWGa41WQADfxuqf+25/IaMOcZOKwBIBnNSRncp5601EmT0JJWLMWzyx5zUcudmMZ5HA7ntQTmQY7Cu3+F/hRvEvi2Oa4jJsLA+bNx95h91f8+laoyPYPhd4VXwz4UhkmUf2heASzt3APQD8K7hic8UqgquOOPSm9utMZDd2lve2r213DHNDIMMjjII9K8L8bfBu4s3kv/DOZ4MFmsmPzL/un0r3gnAPIqCR8njg9yO3+NArnxhLFLDK8UqOkinDKwwQahIr6q8TeDPD3iiP/AImloEmA+W4g+WQH8Ov415nqHwQPmn+zvEERT+7cxkMPbIosK55Dg+lenfB/QWuNSn16VP3NopSJvVz9K1tL+CNvHNHLq2t+ai9YrdCCfxr0q20+z0vTIrHT7YQWsfCqP5n1NNIEPX1IBpXb5elP2gKOKryE4xg1YEEp2HOarecVniBOdzgY/GprgH7oGW9DWTHdqdXtIEO9mlAZj2qQPSV5Ue3elbpTEzjOacckYqGCIlPzdKeffpTcbaM5oGAXJ4qYCmqtSBPegDL8R6DbeJdAutKugNk64Vv7jdmFfJ2q6XcaLqt1pt2u2e3k2uexHY/livsYj/61eSfGjwd9usF8R2Uebi3AFyoH34x0J96BnlngXxhP4O19LwAvaSjZdRnoVz1/CvqiyvbfUbOG8tZfNgmQMj5zkV8X85IJ9uehH1r1L4TfEA6JfLompzH+zrlgIZH/AOWLntn0NAH0OKfTAc85znnOc0+gVxCfaminHpQB/jQFwpGdI4i7uqKOrMcCuM8X/EzRPCaNAZPtV8BxbxEHH1PavB/FPxB17xXI63U/kWYPyW0B2qPqepoC59WKQyggqQeQc0privhh4k/4SLwZavI+bu1H2efpnI6H8q7ImgYvWmM22lzUTkmhCuBmoEvrULKeoNRM5U8mqsFy7uHWgkEcVVSXnirRx5QosIqXUwjgckcdKiiOIgo71DqDBlWPnLOKtWsZKgjqT+lAy5bxY5ptxJtGetTSMsKAd6y5HMjEe9CAUNubuKsBcUyGLHWpcAcVSESQD568x+NUKkaLL0bzJEz/AMBr1K3T5s15f8bZAtjo/wD18t/6DSi/eEzyXy1PFNeAcGkjlBYVPvyMZ/Wu2yZLK/kjII6U8woeh5NTYx9KReHyRketHKguVntVJzj61GLNSeK0T07Y9KahXrQ6aC5nGyHYUhtFxjFauwE8YoaPcvGMjml7JBdmT/Z4J/xrP1KyMMW9R0NdJ2B9KhvoRNbHjOaUqKsHMzki9NLVHv4FJu5615p1km6mmTnrTS46A1GWBNAiXzKPMxzUOfahmwOlAEm8uwHrWii7YwADwM1m2/zTDitMNlB69h61SMpPUW1gnvLuO2to99xM4SNMfxHpX1X4H8LQ+EfDFvp8YDTkb55D1Zz159BXlfwS8Ji9vpPEl1HmK2Yx22f7/dvfHFe7k4zwBVIQmcA896jZqGaomamDB2GKgkbK8UO9V2bmmkSRyjOag8jPzGp2amF+MVSAi2AsFxSywsGHHFOjYvMF7DmrgAI2tj6mm9BooeU2cVHJBt4H3j29K1PJCrnPWsbV9QS2idVf5j1Ymoch2MfU7pYQ8cTZI4Z+59q53RpkfxVYQlhuMm7b3OBXKeLfiHBayPa6ayzz5w0n8Cn0+tU/g/Ndat8RzdXUpkaO2kfnoM8cUmwPpOIbhTyuKdCML0xQ33utICJh0pFHNPxk08LigBVHFPApAtPFAthrVFLDHPE0Uqh43BV0P8QPXNSmm0FHyr4/8Iy+EPEk1uif6DMxe2fHG087fwrlCO/rzxX1X8QPCEPjDw5JbEAXcOZLaT0I6j8a+Wri3mt7mSCZWSWNyrqwwQR1oEe9/CDx+dVtP+Ef1ScfboF/0eRzzKnp7kV61kV8W2V5c6deQ3lpK0VzA4eN1OCDXtF18dE/4RqA2loJNYddsm4/uoz3agLHqut6/pXh2ya91S8ighAyN33mPsO9eFeM/jFqWs+ZZ6HmxsSMGX/lpJ9D/DXAa1rupeIb9r3VLp7iY9CxIVfovas4tjtQFhxZmZnZiXflm7k+ueppODwc4x/nFHTNTWtnc304gtYJJpm6JGuSfyoCx3fwi8Uf2F4vW1nkUWmogROCRgSZwpr6TLAgGvnvw38GdZv2iutXn/suLIZY1+ab6+1e8wqYbeKLez7EC7m6nA6mgC1uBprdKjDDuakGCKaQMiyADVaYDqKfI2GPaoHbIqhCK205qw91iPA78VUJzQeFJ9KGMq+YbnVWjH3YgM/U10EW23tw7dcVz2gKJmkuCc73ZyfXniteV3nkwowvtUgRzTNM3B71LDb4GSakjtwg55NTdqLjsRn07Um0Zp+2pIoiWzRcViWJQkROOa8Y+Od2F/saHI5mdsZ/2a9muJBHGRjmvn7433DS+JNMgznyrYyY/wB5v/rVUO4mcVCw2g08uVbrxVOJx0qeXmDcpwR0rqiybF3zMxA08NuXFUopC0YBFTRuckHtWiZJYzjijkcY4pFb2pOc5BqwJMjIp6NzUB69cmnCi4CuuGyOhphODg/dPpT9xzz0qGRvTkUMRxGfakJzSEGjFeOdgnfgUlKeMUAkZ9/WgQmcUE5pDR1oGTQHEma1tKtLjVL620+2UtLcOIwB1571jR/eGDivdfgZ4QMjP4mvYsKMpZg9/Vh/KqRk9z1/w7osHh7QbXTLdVCwIAzAY3N3Jq85qU8Cq8hOKpCI2biq7PgU53PNVXkI4qkK4rv9KiZx60x3zUJcY/8Ar1YiUup71DJJtzimFx2/nTFDSXkcXH95vpQBfsIGIMr5BPSrL4Ckk7QO5psl2kEeMcVwXjTx9ZeH4HEsnnXbD93AvX8fSlcEdBr3iex0Owe4uZ1ijUfeY/Mfp618++L/AIiX2vyS29ozW9iW7fff6kVga/4h1DxFetdX0zMSfkiU/Kn4VkHk/wAjWbdyxPp1P51618Arff4tv5f7lpjP1NeTD5ea9v8A2e7T9/rN1g9EjB/DNAme8jAXmmEjpTyOAKTaM0CQ0A/hUgGadgYpduOlBQADtRSZApN3PHNBLA02n45AGSTVe6uYLOBp7qeOCFOWd2wB+NAyX+Yrwn42+FILC9t9fttiC6fy7mLIB3dnArofFXxq02wD2+gR/bblcjz3BESH1H96vENZ1zUtfv8A7Zqd29zNngt0QeijtQB2Xgjw/p9lpkni7xLC0unxv5VnaqMm6kPoPrWr4ksPCniDwFqev6NorabqFlMI5omBBGT3HarHhrSr3xV8L9LttJuLcappF88kUU54YEk4I/Gm+JrqPwN4Sv8AQruWO81/XHMt4YjtWHPQUDPICTyT/wDrqxZWdzqVylvYwSXEzdEiUsf/AK1QRBUdDICyKw3KPlLAdR7V9OfDW58KXfh6OTw5aRW0q48+M/61D3LHqRQB5/4X+CF7dLHc+IbgWkR6WsOGc/jXsWieF9G8N26waTYRW/HzOBl2+rHk1rDkEZJ4596QHpQIGHX361Eyd/xqfrTStMCscZ5qaNhTHTnpzSKcGqETywq43d6pSQYFX1cEUjqGpXAxyMHFQajLJDplw8S5lCHZnpnpWlPAOuKzL87I442PDuB+FDYyXRbRrLRrSzPMixjew7tjn9c1sxxiNB6+4qpYoSgZuua0AM5pDG8Ubc1IEz2p4jxyaQEaREnvipmIjXjrSF8DAqCV+Oe1G4MrXEhkbk188fF27834hvFkYhtI0HsSc/5+tfQjspbrXzB8QLg3XxF1lzyEl2A59FArRaEbmMrDGKsK2Yivas7fjvViOU46itFIbRcikOMZqzGW+o9az0cEA96uxv8AKBmtYsmxbVst7VLxniq6djVgAHrWyJGhcc96Oh607GPpTDg96YASd3HNJ6ilGB360jAUnqI4g9OtJxSEMabn3ryDsHEU09KXPvRQIb1NLiikPAoA2PDGgzeJPEljpUQOJ5AHYfwr3P8An1r7G0qwt9K06CxtYwkMCBFCj06mvkn4d66dA8c6bd9I3k8mQ+it/wDqFfXccigEIRtB7VcdjOWg+RiBVWVyBjNOlmGDzWfNP71aRNwkk681WaQ0hMrn5VNPXT7mQjJCg+tUIrPL8uajVZJmAjU898VeaGxtP9dJ5knZRyajfU2QYiRYQePc00BBdeXYIA6mW5b7kfcH1p9rE0EDyTvumYbnaqss0FhFLqV9KkMSDO6Rsc14146+LM+qtJp+hNJBaEFXucYaQe3tSckgOh+IPxMTTGfT9KYSXxBEkg5EX/1/avELq7mvbl7i6leaWQ5Z35JppySSfmJ7nkn8aQ81m3cpIjPBzTcVIQKZSGGK+iPgDb7PC97PjmS6I+oAxXzueK+o/gzaC18BWWfvSlpCR056UyWej4yKQ9cVIBxTGwDzQCFFO+lNx6EVS1LV9P0iBptRvIbZBzmR8H8utBRbbAPvUNzdQWULT3MqwwqMs7nAA+teWeI/jhpdoskOhWrXsvQTScRA/wAzXkHiDxZrXiidpdTvZHUniBcrGv0Hegk9f8U/GzT7LzLbw/CLycHaJ5B+6U+396vH9d8U634imaTVNRlmGciLOEHsAO1ZGPfGPbGP6Vd0vRtT1qbyNMsZ7qQ8fu0OB+PSgDPPUcD2xj9BSw2811cpBbxPNM5wI4xuY/hXq+gfA7Vb0iTW7xLKHjMUXzSH8e351694d8F6H4Xh26ZYxxykYadhudvqaBni3h/4O+JpbGa9lvRpk/lloIVYh5GA43c8CvONTN+upzrqcskl8jbJWmJL7h619nbST83JHTJ6fjXlXxV+HJ1uB9b0qIDUoUJkjXjzk7n3NAHz3+v41paFr2o+HdTjv9NuGimQ8jtIPRh6VmsCpIKkEZ4IwaP8igD6n8D+O9P8aaeGjPk6ggHn2zHnPqvqK6yvjfTtSvdKv4b6xuHguYTlHQ4/D6V9FeAviTZeK4Es7opbaqq/PHkBZT6gmmJnoC07aSOKiDYbGciplIPSkNDDHnrUbR45AqyTUMsgUZq0DI1bFDTBR1NU57lQeDiqUl0c+1FhGjJdKPeswyLdavDERlUBYiq0tzwcmnaWQ07zkck4BqbDOrjgVUHTipQEXvVKOfMYwaXLMwAosK5b3A8imkknk0AbF5phYUh3Hn2qldz7RgHmrO70PWq72m4lmqopAygrMzcjvXy34iuRP4w1mUHIa8kwfxx/SvqHVpk0vSr2+bAW3gaQn6Dj9a+RJLlri5edzzK5kY+5Of61UnYSF3CpUNQd6kRhUplF2Fgc561fgXcKzYiM8Vp2xOMdq2gyZIupwuKmU5HFQqoFOBZCa6UzMexOMVWfKtkdKkZ/yqCRuCKHLQBxkwc56dKeZQ2BkZrNklZT14pougGznmo5x2MFl9KZ5Z7CrRCg9qTaCpy3avNOorbcdaXaBzVkugACgDA5qs8mTxigQ1mA6CoixJ5pzEmmYoC45WKurqxVlO4H0I5FfSvw9+INv4h0OCCeUJqUCKkqMcF+PvD1r5qWrEM0tvMs0EskUinIeNtpFVF2Jkj61m1PkjPTrjmohqSIcmMsfTFeBaZ8TdZso0S8jivVHG5vlbH1rdi+LlngCbTp1Y/3WUgfjWqkjKx7Kuv+WuVt8f7xqrcaxd3Qw0vkxnqFHJ+g615M/wAWrJJADpd2Yz1O5QaWP4qXV1MqaTo0cK5+aeaTe4+mMYouhtHq4KW0XmOwjB7uwDH6k9K5PXviXoGhKVgkN/djOI4PuA+56V5L4o1vUdavH8y5uXjJ+4HIWuZNs68bcAf57VMpDSNvxL4z1XxVciS+l2QKf3dvGSEWsEcf4dqf5TH3+tKYm61FirEYFIVqXZj1pCp9KBEDCkOBUrRnFMZCO1MRE3Tivr34d2/2bwbpUeCCtqmRj16cV8m2Vsbq/toFAJllVB+JxX1x/a2neFfDjXt/J5dtboIwB1YgYAApgdUzqilmICr1OeB9TXDeIfit4Z0KR4BctfXK9YrQbsH3bpXi/jD4jav4umMaSvZ6cCdkETYLD1YjrXEnCYHHXvjr9KBHp+u/GvXdS3Q6dDHp0J43D5pMfXoK87vb261Gcz3t3PdSn+OZ935DpV3SfDes644TTtMup8/xiPC/ma9F0X4E6pclH1nUY7RTyYoPnfH16CgZ5EzAEZJJ7cf0rpfDvgLxD4lZDZWEiW5OfPn+RPrk9a+g/D/wx8MeH9rw2Aubhektz85+uOldYEVFCBVVB0UDA/LpQB5b4a+CelacUn1u4OozjkxhdsQ/Dv8AWvTbKxtdPt1hs7aK3jA4WNQMVIFx/iKkGBQAYAGOgPXApe+aM0UAIRxSFcjBPandaSgDxP4rfDTzDL4h0SD5+Xu7aMfe/wBtR+prxLbwDz+VfbBUMCCFIIxgjg14b8TvhhLBetrWg25kimYCe1jHKt/eX29qBnjQXpwecAYGc17H8NPhbO0ttr+tiSIKd9vbA7Wz/eb/AArd+Hfwnh0gRaxrqrNf43RwHlYfr6mvVxEBjjmi4rFZVOelSrnp0qwE46VFKQi9qFqBC8mwdazbq67A5pbm4BOAf1qkELNkk1S0Abguc9ailOF6VbEeKr3GBx3NO4GTcO27A71p6KRLbR7TkHPNZV622CV+4GB9a29BiEESRcZCg496GxG1HGVUcVajTaMkUIAq5PHtUM1wAcZqRj5ZecVC02DioJJtx70wv70CLAnw2atRyh1+tZhenxyYYcmmByXxiuns/h9dqh2m5kSHj0Jr5v0SO2bXLNLpB9mMm1x6DH+NfT3xI01dZ+H+oo3LwJ56cd15r5htYCLsZBG44Ax2pAV5mSOaRc8BiB9M1F9oVe/5Vu3ek2MTERo3vuaqP2aEdIx+VLUooi9AI6/hVmPVSh4DVMsfOFiX8RUyxS9QiD/gNUm0Fhqa6AwzGxP0qdPEMeDuhc/hULRXPYLj/dFNImXqFP8AwGtFOSJsWP7ctDzskH/AaH1GyfpIykjuKoOXGQUUH2Wq7gH7wodVhYszXSHOyTNVJJSByc/jTDEh5xUsKRMShHOOKz5rlWI968Ah9xHQqRTS0e7GWB9xXpcupafG+InDY4XKD9apXevJF86CIlR0MSk9PpWFy7HAsyZwH/pUe1Tz5g+hIrqj4wlEjH7BYSjGPnt1P8qj/wCEktWffPoOls3bEZH8jRcHc5kxjswP40nln2+ua3pNb0liS3h+0yf7rMP61Ukv9NcMP7Ljjx93YxP55NMLGdsIHb86QrgdcfjVp5LGQ/LblR9e9DQ2wxt9M0BYosxHTJA9K0NKhhiaS7vE3pEuQnqT0qBo9pyi8HgVLBNNHMY0iEnnL5ZQ/wAx70XFYgubhrmZnY8E8AdhV3Tp7yytSYJI8ycYxk1VW1uHIRLdlY9ya7Twzoc8FuZZYFAUBizijmsO10Yv/FSX8ISO3kWIckrFt/WsqXTpkyZ51U55Bbmuw8T+LL2ZDYwSCKFPlPl/Lu/GuGklMjHPPuTRe4uUHjVCcSZ9Kj81kGN2QKXBPUUgj3HrTuFrD/tJ9KQ3BPRDSrAxIAGTWhFYJFGC+Cx7Y6fWi4rGa07YPBxULO55Ga0Zo1wRVTaAuTyRTuK1jf8Ah/pz6p440yEDKpIJm/3VOa7v4uXd9d63pmjQrJLCIvOSGIZZ3LYBxVb4IaV5us6jqLqSsEIiDAZG5uv417XpuhWcuuR63KqvdxQiCPIGEGc5FWloSzzLwv8ABK6vES58QXbWykA/ZoSDJj3PavTNJ+HvhbRcfZNKgd+7z/vGz9TXWKNw60xgM4pDGwxRwpsjREUdFRQB+QqXtyTTQMU8UAGM9TRtFGaXNAyMoe1JgipDTSKAG0tG33o6UAKKUCgDPengUgGFaNnHGAOlSAUuBSuwGYHencDvSFsVDJKoPXFPcTYskgUGsu7us8A9Kdc3A5wazyS7dTVxVhBgscnoak29hzSovGKlVSvWhgRMuFyaoS/Oxx2q5cPyAOc1XKkDGOtIZj3MElx+4iGZHIAB6dc111pZx2YBchpcc+1c7bXCQa9p6NjMkpAHrwTXXGDPKcCmBXlmZhUIDP8Aw1bEBzzUqxgDpSAoeS+OlBhbuK0cD0pMZPSlcLGb5JpphfORmtURDrinCIdSBRcDmPEchtvB2svLwn2SQE+54r5giuEEMZZV8zAAP4V9D/GTVI9M+H15HuHmXTCJF9RnmvmWB2a5Qc4BApoRrSTGR+SaYiFjUqw55qdEUEA1oojbBIORirSQgDA6/SiPAOBzjvUwZema3jDuRzMjMOfc1CbY5OVq2uAaewB71bghXMqW13cgVnT2zAniuk2c5AqCW2EgyKiVO41I5V4iDg0xcgniuim07dyBVGXTmB4U1g6TK5h32hsZHX0xVW5kYocsKFCqcsWJqG5bc3GK5TcpsCDmgEnr+tSYz1phXmmK4w56YppGBUm2lCZ6mmkTciGR0zThkdTUxGKjZSTRYLieewORU+lO0mrxZ5J4HHeq5TAq/wCG41fX7cuOEJc/gM0WBs6O81aztdajuEQFY4wPLxxkVR1PxhfXpkCN5cbDG1TgYrCvv3l5Iw5BOQahSPJ5qbDuDyFzktkmgLn1qRYwD0p42imkK41U49qeEHQDPvQMH1qRTtHH61QiSFRHhjyRT2kLbmLEVEH/AIifyphO489PagAbJGcVVZatMarSAn5QMk8UCZ778HdPNr4JFyww15cNJ1/hHAr07S+E4GMk1z3hrTf7J8KaTYdGitlLDvnqf510OmfdrXoQbCfdpjfep6/dpp61AxadTRTu1BQuKQinUUAMxS4p2KCKAGgUuBTgM0YxSAQAZp3ApMUcd6AF4HNNZsf/AKqYzgd8VUnuAuRkU7ASzTiPPPP0rNuLkseoqOWVpG68VCctVJWE9RCd/rUqRilRKmUUxCKuOAOKR+Bk1IeF96gkJY9OKTGQEZJJNMcbYyQamKchfWo7v93AwHXFJAca96D8TvDdgDk4lmYf8BwK9Qt5AVANeF6bffa/2g7NAflt4jEPrtya9qRihzn/ADmhq4jRK8+tJsNEUoZRyKlzSKRFsOaeAAOaC2B7VWmuQgwOtGoE5cL3qtNdqoPNUZrskHGaoSzH5mckIAST6ACqSEzxf44eIGv/ABDZ6PG3yWke+T/fbkD8q80tF/ernPXrWj4p1RdY8VanfA5SWVtv+6DgVRtOtPqCNVWAI5qUlcj0qkGJfHapww21vFoTLSkDmnhx61VDjGOlOz3zWiZmXEkAp4JbBqkrfNz0qcNVXAsqc5HpT0IJwagVgo69afkds1aAmHcGo2jBPamiQj1qQuPQ0WA4lm5xmms/PWm/WkKmvJsdDYhc0m40EDPSjFAg3UA++KQ0Y4qgHb+2aQtTcCjFAC5yD9K1vDaET3Nzn7kZUfU1kNxGc9+K29KH2bR5ZSeZX4+goEZ8yrvqMYHrSuSWJ9aZhqQ0O3emaXg8nimjIooGPDAUhb603Bz0p4FIBR0pwA96ZzmngGqADWt4Q0k634z0uw25V5xI/sq8n+VZJ6V6d8DtKE/iS91V1JW0i8tGP99uuM+1NESPbXUZbHCgBQPpU+nZC8etMIGxj9afYf6v8ashGupOKD1piHjin/zqCgFPpozmn0ihe1IOaKM0ALg9qOe9Lkd6azYPFAC8Y70n0pC+O9MZxjOaLASbgOtQyzAKeailnCjrz9aoS3BPHrTSESzXWRgGqbsW5NGTTlTd2qxDApPUVIsZ9KkSId6lCgUAMC+3FPxjoKWmMTigBjmmIPWnEA9aXGBUsaGKu5zVDV5RBC8jcKilj9AOa04VyDXG/ErUv7N8I6nKrbXMXlp7luP60hnkfw+v3vvjJZXr8tPcS8+2DivpDFfMPwmBHxM0QY6M3/oBr6gVcnBFNEMljLLg44q6jZXmo4oxtFPJAOKTGiOZjj5eapvC7HJBrSVVbvSlAeo/SjmGY/2XPXNc944kfS/BmrXkZ2slswUgcgmu2MS46c1y/wAQLBrzwJrMKAlzbMRj2quYWp8jIjLjJ6irtuNuCSKr7w6IEBGR3FTMRHtGeQKSKLHmDeMGpg3vWcJPmzmpBL71opBYvq+epqQP0HWqKye1TxOD1IrSLIaLQbParAfgVWDcYBqRH7E1qmSWVfntUwcd6qqMc54p4J7VdxE+4dafu5GDVYvjqaabgIMA0cwHK0Gj8KM15huNxRg+lOox7UDGUU/bzShaBEZpNueM08rTwAME9qYitMDlVB5FbUhEOkxwg+g/L/8AXWRCBLcqeoByfoKvXMu9UReij9TQBXwT9aNpp+BSigYwLShfp+VOooGNxTh0opcUWENxTwDmkHWnCgCOQ7VNfRXwj0j+yvh7b3LrtmvWa4Y45xnA5r57tLSXVdTtNPgBMlxMsQGOmTg19a29qljp1pp0XMcEYjGB2Hf8aaIkWJBtt/wpbHHljilm5TGOgxTrQYQcVoIvp1qXtUUfSpe1QygBpQaaOtOXrSC4uaN3FNbigHigLjDLzjFAkzTHHNR9KLBcmZ+OtVpZsDrQ7EDrVWQ596pILjJXLd6YBxTwntUixUxESoe9TIhHaniMelO20XATGOlLRzSE0ANY+lRnJpxzmjFADVU5of7uKdnFJgsRUjsSxjEfA5xXjvx21HydKs7FSczzFiP9lR/jivZ8bY84AwM5r5s+N2om58bRWYPy2tuAR/tHk0kMh+DkAm+JFgzAHYkjfjtr6eihwA7Zz1r5o+CKF/iNbMvO23lLfTFfT5U0CZG7noDTMmp9ntShOOlAECsQenFTiQHr+VN2j0pCpJ4FAEuQahuYI7i3lhdcpIhQgjqCKNrr/wDrpwYhCW6CgD441SzXT9WvbUDiCd4/yJrIvFkjn2uCrFQwB9D0NbXiKcz+ItScfx3UhH/fRrI1y487VCefkjjT8lANMZXDVIrVWVqkVqLgW1b3qaNsHmqaNViPJq1IDQVwVAFTjk4qpHnFWV4XJPNbRIZYUkdTSMcHrUPmcAZqN5gDg9atuxKRO8hC9aryTYI54qJ7pM4JqncXSjODx7VlKoXylINTs1GefalBrmsUPDc07NRBhnpT92e1IBd1KGptJkg89KAJc1HKxWM+p4o3Z71BcPuYKDTAfB8kbuDyRtzU6NkD1xzVXdsAQcgc1KJB0oGWcigVErbjUmaBjqWmjpTqAFopM80tAC0E4HSjmoZW470mJnoPwZ0X+1fHgvpF3Q6dGXz6OeB+lfQIO65Zuy8CuK+Evh4+H/BKXUykXd+fOcHghf4RXaRcKfUmtI7GbJXPympIBx1qDdU8J4xVCLiHipgflquhwKnU8VDKFpw4NJinCkMa44zTAcGpeO9QsAGyOlAmPYZFV24zkVOrU2RNwzimMoStzio1GTVloMmnpCoHNMRAqcU4LirARcdKDGKLgRCin7DQRimFmRkimE57UpFG32pBZjQKU8elLjvRtLdKQ7EZ+bjipoYjnJp8cHqKsqqqOBUtjK0/yRMSSABk/hzXx54z1T+2PGWqXuflecqv0HFfU3jPVTpvhrUZI2xKtu5WvjoOXJZjyxLMfUk01oFz1v4DRZ8a3M3/ADys2P5nFfS6kEV83fAKCU+IdTuAPkS1CfiW4r6OiXagBNJ7AScUYpaSgAoxRTWJxxQA6s7Wr9NN0e9vJD8sEDyH8BxVp5H6V5f8bNfOl+E10uNh9o1JtvJ6IOtFgPnhpTc3PmFiWlckfUmqN4MajOGOSHx+XFaGmxiS/tlXAj8wEn0APNZsrRy3M0pYku5bj3OabAaKeox1NRtMg6Uvngds0gLKH2FWoic1m/aW6gVIl7IP4BVrQDbRuBgVMAxFYg1SdeiDHvS/2xdDoq4rVVCGjaZSBzVO4O3nNUW1m6b+Bahkv55D8w60p1LoaHTShjgdarYLcinruJ9zVuO12yAPhlAyR61lcorcetFN49adSASlzRSEH0oAXdSF/WkwelRShxkigCRpQoxVcNuk3+lJGkkp2qCx9AKWaCeD5ZInT6ikA7d+NPU1WGfWnjPc0DLKyHNTrJVJTUqvigC2HNOBz2quripQc96AJQcUoPNMBHrQDQMkzxW94G8OnxL4vsrRwfsyN5k/psHY/Wufzxnt617h8GPD72ukS6tPFiW8fEeeCEHT86aJkepsqpbrHGu1FACgcAAVEBge9XCAVA9BTGQHtVozKpBzViI96YyYNPQUDLKtVmN+MYqmtTRsQakC570c0iNnrTjjtSKGHnvimt0p2M01loEyNeDzUqmoiuO1KGx0pjJSAe3600xilDZpwINAWIimDxShcVL9KMe1AWG7ARTWQelSZ96TOOhoAg8kU0xE1YyPWlx7UDK4hNSLFt9Kl49KQ4x1qQG4x3qvcTiKInPGKkkkAGK57XL4iPykOS1CV2DPOvirrLx+F79gcC4ZYF+h5P8AKvn1QwP3OAMZJ6ev4V7b8V7bztFsrZeHaUsB/eIFedeBvCdz4u8Rw2S5S3iYSXUnZFB/nTk1ewlFrU9q+A3h64sPDNzqd3Fs+2yhogeDsAr1mW7t7f8A1kiqx/hzz+VUY4JYrSG0sYvJijUIrngqg9quQWcMK4VOeu48k/nSGQ/2ojN8sMxH94qQKnE0jrlVWpsAcYArmPGvi608I6JLdTSp9ocFbeEdXb6elIDVm1dbNv8ATF8lCcBmIA/OrkN3DcAFGByMg18h+IfG/iHxLIw1TUHaLcSsCkhF+mK6n4e/EabSJ007U7gvZuQqSseYj7n0qhNn0ywU818z/Ge+fUPH0sHmHy7KJYkXPRupr6EsdQ+0KuHDBgCpB+8O2K+Y/iBdLdfEPXWzkG4wCPZRQFznLVWWYEJuPp/n2xT57W1hBBtUVj71JaMsUrSMO3rVe6naZyc0PcZBsh/55LUqLAOsK1XFTLzVJAXYobRsZgFXI7Gxf/ljiqMS5I5FaEJ2963gkyGP/sixbAMVB0OyI4UgVYibHerCnPeulU42M3IxbjQ41BKCseazMJIK5rt2wRiqF3YrKPes50excZHHYIBJFWEljeIJJuUj7rjtV240p1JIGRWdJC8Z5U1yODRadykDzginA56jmmE5Ge9KDyD3FQMl69aUN2zTA2aXjqetADiPekIopetAEtrdzWbM0BCM3VgOammvJbti1w+8n1qpSd6QEDIFY4XAzSED2q2G7EDPv0qzbLpry4u4WAx1j5/SgEZJOKUMK3/7K0iRA0csozUZ0SyLfLcSAe9IZjiTBqRZA1aieHoHY/6cFHbNRt4emLEJdwEDoS2M0rgVFZT0qQFcZzStod6rHHktjnIcc0z7BLHhpZo04/hO449Kdx7G74S0GTxT4ktdLhDCNjuuHHRIx1/OvqfTbKKztI4YUCxIoVFA/hHSvPPhB4UTR/Cv9pzRt9r1F8qzjlYh0+ma9QHBGKqJDYu32oIp+aMZ6VRBEVI7ZpAPapSMCmUDFFKCRSDilzSAsROO9Thgaoq2DVhHBFAyemtTS/HNNMgosANUZxnmlLZ70wsPWiwx4YetPV/Q1W344zTg2ec0WYrloN70Fz2NVt+KXfRYdyctmmE571HvNKGxRYCUDcakJHrVcS7elNM/0osFywZMdMVDI561CZcVFJNgdaQXGXE+1Cc4rmnLXl6WPRenvV3UbkhNoPJqCyhKjgZI5yaBnnXxPwb7T4vvBY2YKD1JIrvPhZ4NTw9osl7MmLzUMSSA/wAK9gKqavZ6HZ67b694iu4o7W3j228L/eds5yR1NaVp8WvBs04iGomEnAzJCyr+dZ2fNcty0sd2Bj/61GcZzVa0v7W+txPaTxzQsMh42DD9K4v4i/EO18H2BggZJdWlU+VCT9wf3j/SqILHj3x9p/g6wILCbUJARDbjnB/vGvmXXdd1HXtTk1DVLlp5nJwD91B6KO1M1DUr3Vb6W9vriSe4lOXdv5YqmcEYI4ppAMYA4PXioM+UcHlT6VPjZz2pjIGXFUKx3Hhb4r6l4V09rWaL7ZCATbljyh+tcPLqcuoapNe3D7pp3Mjn1JqtjO6NulRxW0zSBY0LtnAA60gsbRcGPjuM1XJJpQrRtsfqvBppPNMYqnnpTt9Qn8aN5z0ppgXVkx9RViO4NZwfmpFftmrUrE2NaO6561bS5zxmsFZdp61Mlwc9eK1jVZLgby3BxzUqTBhz+tYQuMD71TLdgDlvyrVVSXE2CAeoBFV59PhmBIAzVZL8dM/nT4r3jn8KOaL3C1jiwOcik6NxQCKXGckVwGwbsH0pwIPWmZ4waAaAJAfypw6VHnFOBoAd1paQUUALSj/Pak60A0CHqzLnDHJpGuJE+9kj1zR1oOT9KGhii4JGc8UfaT2Y1C8Z6oPqKb5e9Sy4+hqbATG7255OelbngzQZ/F3ii005AfJ3h5j2VQcmuZaJhgHg17R8A7mxtpdRjmZPtsrrsB67fahID3hLKK3ghhiTEcSBEHQAD2pfKGeKtL8655pRH6YqkSypsx0pwGOlTPDxxURGKdxCEe4puKd+dGMdRQwE20badS4oAjxTd+08VKwwKiOM0DF80mk8w0gxS4BqkA1nbtUZZj1qUpmmlMUARhj3pwkwKNuaNuKBWHCQHvTwagIpQxAoGTliOlN8wjrUZY+tN5NAEvmZ6UhNMBIpTzQMSq874B5GKnIIrG1i68uIqpOTwMVIFPd9rui38Kmq/ibxLbeFdMWZ1El1IP3MPXJ9T7d6fPqNroOkS396w8uMEAA8u/Za8K17XLvXdRkvrxyzu3yoekY7BfSkxketa1ea1fSXl9cGWRvXoPYVlFy3XnPB/wAmhic+o96YefakI2/DnizWPCt6k+nXLCNT81u7ExuPcVk6rq93rmt3eoXrlriZs4JyAOwH0quemPWoJgQwdeopgPY/5zTTQpV4wRQ2KEMaTkU0N/DS/wAqjLEMMd+lMRHOpyHx3xWxBG2m6J9vf5Lm6Oy3PdU/if29Aasabo8RsG1rVsrpiNtjQcNcuOdi+3qe1ZWralNqVx58m1CD8iIPlReyj2/nQMiZiFHNM3e9H8BHTFRFgaAJd+e9NJYfSowxHSlLAjg0ASK/HWnCaq++l3UgLQlHWnecMVT3cYoDUAXBN78U7zcd6phgOp4oL46GquBeWY560v2pvU5+lUg2etOVqLsVioGHpThUWacGqRjyKb93mgGncGgAzxQGpvQ0ooAkBFO49ajzSqaBMfnFKexFNzRmgY4N607IpgNKTQA7txxTCCDvX8acD8tGe3agAbDjLDOaW1ubjSryO5tZ3idSCrKcEe1MxhsZ60p28jrn+dAH0X8Nfivba4kemau6wagOEkY4WUf4162kisAQevbNfCsUmyUIWIIOVOfun2r03wd8YtY8OFLTVEbULJeNxJ3qPXpSEfUGMio3jz6Vzvhjxzofiq2Emn3iGTvC5w4/CukDA/T1oArspWm555FWyM9qaYqLhYr8UcGpTHTDHTCw3AbgYphj5p+360hUj1piItuO1A4qT8KOD1FADccdaCop4UUu30ouBDtpNlT7aNlO4FcoPSmbKslaTYKVxlcoMdKYSFqyUqJo80XEQ7hmlBJqVLfJ6U50WMHOKTYWK8h2oSeg71x+oX0K3Ek9y4S3hGWbtn2rf1HUBFGyryx4GPWuZbwFFrUxl1qaU2q4MVrExUEn+Jj3qZStuaRjc8q8W+KJfEF4PmZLODIih/8AZj61yrvnk9Sc17brfwd0y4gLaTPLazAcKzb0P19K8e1rRdQ0G+NpqEDRvkhW/hYexpKaYSg0UCaYTQxx60wmrIBjTCR36UhamlqBEYPlSEfwnpUjHGcGoJTnp1qSM7o8nknpQhoQtx174re8M+HRrUkt3ev9m0a0+e7uG4GB/APVj6Cl8L+Fn8Q3Uks04tNLthvu7uQYWNfQerH0FP8AFvim31GODR9FhNroVmf3MYOGlP8Aff3z2piKPifXzruoIYY/s9hbL5VnAnARB3x/ePU/WsJiCpzyfWjOc5+tHBBB70ihyvlR7imE56cUyM4XBPSloAXmgHApM0n40ALk0ZpKMe9ADgaKTNGaAFoGfWk4xRQBIrDvTgw7VDmlBoAg3U7NR55IpQaQEo4pwOeKiBFKDz1oAlPPGKQ+mKQE460vUUwClBxSfhRz6UAPBoJpvt60vbFACg8U7NMB7YpeozQA8Gl7ZxTATinZoAD83OORQDx2zSZ5PvTcbW65FADJ1xhgeRT4ZA6BWIyPTinMoaPHeqakhyOlKwGjaz3NhOtzZTyQSqch0Yg16v4R+OV/pwitdeg+0Q/894z8/wCXevIY33glSN/vUq+XKcHCt70IVj7E0DxtoniGFZLG/gdiM+Vu+cfUV0Kyq/Qg18PRrPay+dbyyxSDo8bFTXdeH/i/4o0MLHMyX9svAWbhgPrRZBY+qse1JtFeW+G/jfoGqlIdQ36fP0xN90n616RZ6laX0IltLiKaM87kYEfpSsBaaOmFKkDgnjFLnNNsCvso2e1WMUbaVxlYpSBD2qyVFJsqriIOnalHPapSvNJtouBGVFIV4qbYMUm0UrgQbRSeUMZqxgfj9KpyXtvvaNJ4mdeqBsmi47CvKI1OfzrDvdTaSUxQgu5OABT7uSe7kMMAPufSprOwitUwMM7cs3rWUpWLjTvuVrPTvLYT3HzzHoD0WtDil20HA6GsXJs6Iq2wNjA6Gue8VeGrLxNpbWl2gLhT5UmPmU9q23c55qCSQFTuPGKFpsNq6sfLGr6XcaJqcthcqfMjOA3Zh6iqBJr2X4p6Ct/ZrqUHNxACGx1K14uzYG79K6YSujknDlY1jURbmh33U0tgHp+NaEjJDW94V8N3HiO5eIOLezhG+6un+7Eg/mT6Cl8IeGpPEeuJG6t9hiO6aQdMema9K1GxGnImmWdulpYK26ONePMPqxPU07O1wWrMfWprK90dNB05DDpMP3P78zf339zXml/YTWFwY5QduflbGcivUWskZSyKCDyfVTVG80yK7gaG6T5W6MBz7GufmcXqdHImtDzLPrRn26Ve1bSZ9Jn2OC8bco46EVn5Gev5VqnfUxaa0Y3ozDHXkU7Ipsh6EUZpiHA0ZpvFA60AKTRRxSZoAWikzRmgLi59aOKMijPpSAXFKBTc0gagB13D5UmRyrdKgFaciiWJkyc9qzCGU4PWgB2aBj1ptKp5oAeCKcGpmaUGgCQGlODTAaUGmAuT6Uqmk+tKcdqAAnmlB4ppoHvQA4mnBuKY3AyKAe2aAHNzQfug96CaRW+Yg9KAHqec+1V5lxIGA4NSgnpQQGQqfwpAR4YEMKk+WYccOO/emL933FBQq24GgCaO5li4YEiraSxTDkDPoRVMESLjoaMY7c+ooAtvbLjAAIPqK0dJ1vWdDcPpV/Nb4OdqtlT9Qax1mlj6fMPQmp0uI5MZ+VvQ0Aep6J8dtctMR6rZxXif34flau/0n42+F74KtzdPZyHqsw4H4ivnM4fvuFNaBHHI/DFO4rH2FY+K9I1FA9pf28wPTY45/WtNb+Bv4/0r4njSS2cSW8jxOOjRsQf0rasvHfi3TCog1eVlHRZQH/nSA+wxPG3R1P408MMcEfnXy1ZfGnxLbYF3b204HUjKGumsPjvbnaL2yuIvUqQwpWA+gODRXlGn/GTw7dYUaksbHtIpWupsvG+nXigw3lvLnptkBzQFzriKrXd5b2MDzXMqRxqMksayLzxPaWenz3ch+SJdx9/avHPFXiq+1yOVhIyxbflTgfpTsxXNf4hfFgCI6foEoLMCsk2MgfTmvH7XXdWs737dFeTeaDliXJB/CpTaLNbtnIdefrWa52sVYAUrFn0P8PvHVt4ltVgkaOO8C/PGxwWPtXdM5xg8fhivkDT76503UI7yylMUsZzuHHPvX0x4N1y413w1aX91GyTzA5B7471jOJtTlrY6bIqKSRR0phkP+RUEjjnJqbGw2WXmqM03HP8AKiecL3rGur3GeeapICrr8gltZFJBBU9a+e73CX06DgBzivadYvgtvJlh0rxC8kEl9MwIwWPNVS3ZnXehE3B/wqSADcjyJuj3dD90+1b2ieEb3VlM8iGGAc4bhm/D0rQutKWK2azaH90OnHOfWt3F2OWO50/gzxJbQr9gmSOBTyhRMD6Ef1rt76xXVLNoJT7pIDnHoRXgsRm067+zTd/uP0zXpXg3xWAFsb1vlHETnrmlTq292Rc4dYkc9td6bftDcJhx909FlH+NRvlhuUHZjp3X/Gu+v7KDVLcW1xjB5ilHUGuXl0+SznMMwG8DAb++O1FWn1NacuhiXFjb3tsYLmPzEccYxkH1rzrXvD1xo02//WWzH5Jfb3r11tOWVcrwwH3azrizEyyW1zGGjcYKt/OuVOUGaTgpI8Z3HaRim7q6bxD4Tn0wme0V5bXGT3ZPr/jXMFfwrdSUtTlcXF2HbqXdTArN0GRSiOTPAqhCl/ajdR5Umfu0vlSdwKAGbqN1P8p/ajyX9RQIbuo34p/kt/eo8hvWgYzfSFqmFvnvSi2HrQBe9qp3kYDeYvTvVymMgdCpGd386AMzNLmkYFWKkcg0DpQAufenCm0UAPBpwNRilzigCTOfanAe4qPNGffFAEhAz1FIQRSfjS596BCnBGKb9aOc9aCcEUDH8UjHmkznpR/WgBd3GRSnkAg/SmDIJB6UinDlexoAePvZHRuKcMdD1puMEgngml5645oAaQyNUwIZab94YNKqnp2oAenIPHSkcHuM/WpVAVaRgSKAIVcIco7L7danS6buQw+lQtHmmGE9ifzoA0FuUbg8YpxKMOHB9iay9si96QvIOq0AaLRD0HPvURgGDwM/SqO988Aini4nXo5x7igRM1tn/CkWOSE745GjI/iU4xT7aW6uplhhhM0jHAVFyTXsngn4PzTPDqXiULFEMOlmpyze7HtSlJIpRuL8P9K1yfwXNPI4kM95GFW7YlWh/i5PTv0p3ifw6+jK9xay/aNPYkLKq/cPof8AGvYZbdEhWGNAkarhVUYAGOKw5VFlFcBrUXUToV8k8Lk9c+lZqq9jX2XU+c7m4CbyGww5XnOaynna6lQKnzMeFVSc/SvWfFHwu0pLK41e21tbK1jHmSRTR7xGCOimu5+H/wAP/DumaVa6hap9qeZBKLmYfM4x2HYVZlLRnnXgX4WX2syRXmpxGGzByVbvXscWmLosxhiJ+zsAIlx8qAeldISqIqqNqj9PpWbqSl7ckdQc0SjoOm/eKjOAM1n3M4AJJIpZ7kJHktgVy2qakSdqN361konUWb3UkBKhga5+91AOTzjHPUCsnVtYtrCAy3MwQduck151qvim41SXyoMxQfX71XayuLnVzc8TeJIYle3t3EkzDB28gVk+FbG1F/HcakoYbtyIehPuKjtzEUUGNd+OGI5P40jXJWRW6beDRTmkzKacj1ia5/0i2ukChGGxlXoB6VmarbSmczRwmWNhyo61jaDrW6FrWU5Dcgk9K6q3uBJbKpILAdBz9K9BSUloctmmcPqcEOo2zW7KyyIcqzLhgfSudhmuNPufIuNyOvQ44/A16hqFolxbLclRkNtc9yKwNT0BL+2ZMfMPuHHINcdand3R003odD4R8WRy26Wd6S2BhHz0/wAa7K4t4r+22OwYHmOQdq+fEN1pF79nuNysPun1r0vwl4lBjEM5LJwOvTNZxrOPuyLcL6o3Xt5oHKy4wDwwOaWW2jniHmJuYdCBzW+wiliw2GUjgg5ql5JhkwT8x6E9Me/vVtJjiznJ7KWAsu0NC4w2VzmuK8R+CS6G+0pBuHLwnv8ASvXhGN2xh17N/Q1HcaYp+ZFHHPFZOnZ3iW2paM+bmheNjFImH6FWByP8aDDjlD+Fe1a/4RtdagJKCO4A4lA/nXlWq6Le6LdmC8i2kH5HX7rfSqjO+jMJ02tUZRQg9KDGTyQKn/3h+dTQwic4Ujd2HrWpkmUPLHoKPL9hV82MgP3WOBz6f/Xpn2V/7tFguVAlO2CrX2VyOn5Uv2JgO/0p2Y7oqbQKXaO1WvsjYyBSC3cdqVmFytSYIHB5GTS4NGOKBFK8QK4dejCq2fetGdA8JGfmHIrO5HBpAGaXNNpaAFBpQTTaBQA/NKDTBS5oAk3DvRmo80oNArEuaQ9KaOaXNAwB60oPHWm5FFADjyAewpH9RSAkcZoHQigCUHfHgdaFO4YNRIxRsdqkLAHI6UAOXOcGplqAH5gR+NSA0AWB0pe1RqT60rNge9ADsZpNoNM3H3ow55yRQApQ+n60hT2p8FvcXc6w28Ms0jHASNdxNej+Fvg1rOrslxq7nTbU8lTzIw+nb/69S5JDUWzzVI2eUIkZdz0ULkn8K73wx8Itf14rNeJ/ZtmeTJMPnYew7fWvc9A8FaD4ZiVLGyj80DmeVQ7n3yeldAeOnf8AOs3UNY07bnNeF/Aeh+E4gbO1SS7x81zKAz59jjiunOV5C9etJuI5FBYYrNs2SSGnBzxVS6gV0bI4xzx2qyXOeKjcF+COKXUDlNa00ahpdzpkqk29wNrY7D/IrovCpFvodvZAcWy7QPbtTJrYNxilsAba9CnhZB+taQlqZ1FobjN71VuCGidCeq8VKz8VWkO4hcknPFdKRzJ2Z5jqet/vHiL4Ckj8utcD4h8bQ2e6K1/ezdD2A/xq98YtF1Pw7qAntpD/AGZeElWU8q/cE15E53ZYnJPWptqaupdFi/1K51KYy3Mpc54GeBUdu2ZB61BQhKsCO1JrQhPU6ZDujBB5HSq8nzSFj36ipLCYTQEg8imTKUk46Vx/DJnStVoWLV2WRQpIX610un6m8LLuY56da5m3YsV2gYzWvFExzwc0nXcOpqqSkdRDrLmJoSMoeTmr6SrJaNJ5mJFx8rVztvA7OoJxgZq/Zws2Wcnb6U1ir7sr2Gmhf1TQbbxFYiGVPIuQMxTgcZ9D7V5/G97ol+9rcho5kbhhxuHqK9ZtZXEakAEgdCetVvEfhm38TWAYosF7GP3ci8c+hrRyjURHI4speG/FruNk3z9Bg8Ej2rvvLE0AmtmDxtzjrz/SvntGutHv3trlGimjOMf1r0nwn4xRQsFwwjJIyeoJqIVHB2lsEo31R2MUoD+Ww4/uHkr+PpWgInCh4zuz3Hb8KJIIb2MTIcN1DDk0W7vC5jfgnvXTGSbIaZFNZiXLRHYe4PQ/j2rF1PSYL+1a1vrYMp7Ecj6V1QCuM4APrQ8CSpskH+fr2qpU09URzPZngHiTwZeaI5ngzcWJJw4GTH67vX61zisY23Jhk7j3r6QurMojqyrJG3B44I9/8K808U+AvMWW90dDvzl7bqD/ALpqU3HRkShfVHLWM0F6qxPIFk/5ZSN0PsatiKHe0boEkThlY8n3965cO9pM8cisjA4dXHKn6VtmQ6ha5U5uIR97OSy46571pGVmZNF9LeAn+EU/7FEcghTXOG+dW5z71LHqbrxn9a3U4sizN46bGemAKjbTEzjNUY9YPAJqYakCc5qrxCzOXLe1N/Ojr0pQK5ixpAGCfxrOnjMchXsea0iuTnnFVbuL5A2eV4+tIClRS0UAJS0UUAGaM0UnNADsjvQOelNooAfz60c5pM0ZoAdk0ZNNz9aX8aAHBsdqXvTKUMfagBSD170qn1oJHHFJz7UASA1IDUS9KdmgCcNxTS3PJqEscetCglgQmc9KBMsrKoGCM59s16/4A+Ey6tZQ6vr2+O3k+aK2TjePU+1Y3wo+H/8Ab9yNZ1BM6fbuAiN/y2cf0FfRPmBAABgDAA9B2rOUjaEOrKmmaHpeiwiLT7GC3VehROT+NaGd2c/nTN+Rz0oBznFYtm9rDuelBxSU05z7UhgSKQ9KCKULjimAgAxzRtpwHHSnDbjmmIhYBTkisXUL/wAq7gWJN0hYYA9O9a9wRsY57Vw1xqYsvHljC8gBeJiqnuauMbkVNjvmLt8ka7nPT2qUpFp9u9zcTKMD5nft9KqXPiHTdOsDPJIAdudvpXgXxE+KlxrLy2GmybYM4aUdh6CtzkRV+MPjxPE2ox6ZYkGws2Lbu7P3ry0nuKkOfwJ5z3pjjnikUNz7UlFFAF3T7v7PKAeVPUVszLuweo6g+tc0K1LC73oYZCc4+U1jVh1RrTl0NC2lFtcpv5iY4aurVP3LvGnyMRtb1FckAHGMc9Aa2dF1UIn9n3B+TdlfauCvByV0d9GdnZnUQQFyzA88AH0q9bQxHgnAFRWdtIdiPnc5zx6dq0obVI1cMejdO9eW6mtju5V0HxTorCNBnHetuxkaVsAjAGeaw9ixyDCYBOc5q5aTNBOXzgN2zXXh61mY1Kd0V/E/h208T220lIr6MHypgOp9GHpXkrJd6RqD2d3G0U8Rwyt0P0r3Bgscq3EX3D1FQeKfCFp4r0xZFcR38K5jlXv/ALJr1LKojileLOa8I+LnttsM75QnAzXpcNxDfW6yqwIbvXz2kd3pGoPZX8ZhuImwwPAx6j2rt/DviCayMal90ec4auNzlSlZmiSkj1OKYx/I4yp6PVoZT0KDpWVBdR3dukqFX3jIx0xU9vdvCxRuUP44rspYlPQxnSNIIpUkdD1BqlLZDcXQc9Rt7VdUJKm+Ijd6UK/OHyDXY7NGGqPP/FXgW08RRNKgFtfKDtkQct7MOhrx6az1Hw1qwtL6FoZQ3ykjhh6D1GK+oZIVYAHr6gdawfEHhfT/ABJY/Zb1Dkf6uQfeQ9uanlsD1PANStF3Rzxf6uVdw+veqIgINdP4i8O6j4ZQ2V7GzwK26C5xkOPT2rAicO+BjnimtjFqxEsDY4NTpbsRwcmtmPTB5at/KniKG2jLOp46UuYfKcbjjrQck80uKDTEANNcBgQRmnc0daAMlhhjSVauYQBuHaqmKQBS0YNJg0AFApcGjBoAKKNpo2mgAooANBGDg0AFHNFFACge9ApM0cUAPo4xxTM+1OB5oAlRcjNPwKYpxUwXjJ7UAR7lXmt/RPDOqaxqdhZLYzol4w2yspC7e5z9KyrPT5tT1G2sLWNnnncIqqMnmvrq00eTRNE0+2G1/ssSR8diBzSew1uSaTpVtomk2+m2ihbe3UKMcbm7mnvKBIOevGKkkuEaPeGznr7VjW80l7raRoMwwgmQ/wBPrXOzsitDeBwnpn1oabZgUkjYU5HI6VQdi79cVI0jQikZ3HpUzNmqsCYQHPNPZ8UBYmT35pzECoIm3c0+RuKpCaHbhjNMeTAJqpNcBOAarXN6I4mJbAAyTVpXEJqN6IYWZn4FfPvjjxc58cRXliQxs1CoeuD3rf8AiJ4/ZJH0ywfMjDDsP4a8pWEyNvk+Z2OSx6k1qlY56ktTc8SeO9Z8Sp5U5WGLGCkYxu+tcwAe/rWh5K9Ka8YFUZWKeMA1E/SrbRioXU0hlailYYNJQAopVYq2VJBHSm0UCNu0uRMgz94danlTEiyp8pzyaw4JjDKHXt1HrXWaNpl/rqO2m2U90I8eYIU3bM9M/XB/KuapTaeh1UpdzqvDutfaoTHPJi4QbYSOPzraivhJHlxtJ4Ix0NcVH4V8VW10DFoWoEA53CE8V19jpGuTxgXGk3kTgZzJHjNeVicHO/MkejRrxtZsuNcgIBkcdKfHIzsCCMU4aHqOMmwuenTZQmi6oOBZXA+q1zwpVF0Zu5w7lzzykJXrWlo+oHzAjdP5VlRaPqa8NaTYP+zVqPTr+LASzmGep216ND2iezMKnI+o3xX4XtvE9uzIBFfRDMUw7/7JPce3avKo3udOvJLO8jMU0TYIYdPz7V7dpVvcJKxnhkQHoSMVmeLfBsPiJPtNuBBqMS8SdFlHoa7qtB1I3scamoy3OS0rWZbVlKOcfdI6g/hXd2Oq296oAcCXHQ45+nrXmdt4d8SWzlH0W7IU4yseQfcHvW1b6Zrke3Ol3oPrs6V5To1YPRHRzRetz0WCco+UbgcYxWlFOJF+cDNcnpj6mgRLiwnUgY3lO3vW/GXXDFGx34ruoznazRzzjHe5qIhGcfc7UpgVgSnU9qihn2qOfwNTrcxk53BTXoxTtsczauZ+oaXb6pZSWd9brNCy42nqv+7714j4s+Ht94XuvtNtmbTOqygHMfs3+Jr6CE8LE7pAPfOKbL9kuYninMMsUi7XRwCCPcd6fKQz5otdQBZpJptsUfUDkn6Vm6hqVxqEzFFNvbH7qnqfeu+8a/Da40+4+1eGY5Lq0lyPsqnc8RPoO4ri5PBXiaViW8O6iG7lYjUum7hc4nzpf+ej/wDfRo82T/no/wD30aZRUkj/ADpf+ej/APfRo86X/no//fRplFADjJIRy7H6mkJJ6k0lFAC7jjGTijJ9TSUUALkjuaNx9TSUUALk+poyfU0lFAC7m9T+dGT6mkooAKKKKACiiigApcUlFAEgYjvU8U3PNVKehwcjr2oA9J+FWpWmg+KTqd5Yy3UaoYw6Lkwkn73v6V9GQ6rYS2PmWV3HPFJwqs3zZ79a82+G+m2cHg+wxChklUyMzDOSa6e90+w2sVjWKRR95PlxWftLM6I0bq5R1XV5rbU4LCzjM0tzJsCDqCe/0rrdOsk060ESkFj/AKx+7NWD4a0FrSebU7qVppZBthD/APLNP8TXQyy7Qep4AzWLdzfyG3M2FOKz7EveXrlRmGPgv2JpG8y9u/ITIH8ZHYVsLFFaQrFGgVVHbvSDYcWCKTjGBWXeaikCFyRuJ2qPWk1G+WGFndsKvJPSue8MvP4l1aXUmQ/2dbkrBkcSN6/SgaVldnbWiMtupYfORzSXD7VJxjFSsxQAZrE1nU4bOzeaV8Ioyc1UE2yGVb7UUtsvKwA7Zrynx18QiinT9NbMrDa7A9BXO+LvHlzq1z9nsZCsKEgsM8muUihOSzkl2+8x610JWOedRbIYsLu7SysXkY5ZjyTU+3pUgFFMxGbcUx09qmA9aaR6UwKrCoJEyc1bdKhZSKAuZ7p8w4prIynkYqy6/MPY1JLGJE469qlsqxQopSCDg9RSUxAK9i+BR3HXgeQFt+Pxkrx2vYvgR97X/wDdt/5yVpT1kgPYmZEUu+AqjJJ6AVkHxHYi1a6ENybcPs81Yhtz+dadwYxbSmXHl7DvyOMY5/yK5G3Fzp+nPdaZcwS2m4mRZMZcDpuDAED/AIEa7YxTOmjTU1qb1zr1rZybJ4LpTtD8RAgA/jSW/iC1u3CQW167FDIMQ/w+vWq016+oeD5rqRFR3iI4GM88Y+tXtAJOhWRIwRGAM9uabgkmOUYxjzMSz1m1vorh4d6iFSzGVQuP1zWfba7PHatqGoxMlq7bYhFFnp685qhrljCniOCNNypd485VOM88/wAulaPitFi0RERQAsqhQPQdvpTstDRRiml3NuGXzrdZlSQBhkKww386yz4lsvNkj8i8Lx53gQZ24655qWLULeGC0tBOouZYgI+MgHHGa5Oztbi4vNQje9jiYAmZj92QBuRnrg0RgncmnQTUnLoda+uWSWcVyyy7ZjiNfL+ZvcDPA+tPi1aGW9ktBb3IniXcyvGBgfnWTq0ul6rb2Oy5jVt+Ijgj0yCcHaPw7UyPU9TsdVhsbs29wJTgFNu5V9iMYH1Ap+ziwVGLV0allr1pf3Bgt47gyAEkNH6duvWkt/ENpdNIsEN3I0YywWLoPzrjoZLmxb7Xb4JmaSEDGcH/ABrb8JR/Z7++iJ5T5cnvg4o9nE0nQhCLkbMGt215ZXFxDuVYFJbzlwAfwNUbXXp44Fn1KGVVuDmFIYdwAHvnP51nahYQJ4rjtVDLb3JDSoDgZ611swVLaQDaAqHHbAApNJWM5RhFpW3M228RWd1NHHFFdsZG2qfJ4z9c09NetnvZLNYLozx53J5a5GOveqnhHJ0PAxlZXxlc4PFY9nDdN4ovEW8EcyiQtKIwwYemD0pqMW7DjShKTXY6rT9Ut9UR2t0l2LwS6gAn04NXMD0/Sud8Hf8AIPmHfzPx6V0dRJJM56sVGbSPjmiiivOMgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiloAO9KvUY60nenxf61PqKBrc+lfDsMll4a0yNQAVtkOPfFadj5t/qSxyN8i/Ow/pUFj/yDLX/rkn/oIqfRv+P+f6D+dcj3PRj8J1hlA+UDhRwB2FZmoXmwBV5duFHvU+eH+lY2SdWt+T96hkpHRaZbCztPmOZX+ZieuaS6uNqk+lSzfxfWsrUD8o+tAupw3i3VZdV1Wz8NWbZuLyULLt6pHnk16TZpbaVZQ2dvGEggXaqj26mvK/AAEnxS1xpBuZIzsLclfp6V6HqROG57D+VUD1LN7qsMUbOXAXvntXgPxG8dvrV0dMsJGW2jJDsD94103jqeVNGl2yuvHZiK8Xh5mbPNawRhUdi3bw7ADj8auADHHFRp1/AVKOtaHOApKXvS0xDfrTc07tTaAEY57VC4zU3ao2oAqyL3qKOTBwTU8vSqf/LSpaKRJcRZww696qEYPNaH8BqjJ96lEchtexfAj72v/wC7b/zkrxwV7H8CPva//u2/85K2pfGiT2CaGO4heGVA8bjDKehFUP8AhH9IDZ/s+DIIIyDxj8a0qK7U7FqTjsQT2dtc24t54VeFSMIeAPypbW0t7KLyraIRR5ztUnGfzqaikLndrFGbR9OuJjNNaI8h6sWbP55qW50+zvVjW5t0lEf3Q2cD9as0U7j52ZqaBpUbKy6fAGU5Bwf8aT/hHtI/58Iv1/xrTopczH7SXczf+Ef0jvp8OPqf8aki0bTYVdYrKJA42ttyCR+fH4Veoo5mHtJdzPTQ9LQjbYxDBDDBbgjoetPt9I0+1nE8Fqkco53qTnPfvV2ijmYnOT6lF9G06SczvZo0pIO8sxOR75q3LFHPC0Mqb43XayknBHpT6KBOTZWtbC0sgwtrdIlf7wXP+NQf2Hpm9n+xpvbOWDMCc/jWhRTuPnl3KlrpllYsWtbZYSRg7SefzNW6KKRPM27s/9k=", "path": "001040.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.
001041
Men Tshirts
{ "bytes": 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", "path": "001041.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.
001042
Men Tshirts
{ "bytes": 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", "path": "001042.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.
001043
Men Tshirts
{ "bytes": 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", "path": "001043.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.
001044
Men Tshirts
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g1kc+o4AbvrSlMnkUDORigsR15pCAxntimlCKmUg9KXIzzTArAZJoGMYzUzR85FMMeGoAZ3pcjvS7cnFNKmkAnrgV1Cf8k3m/67f+zCuYrqY/+ScTf9dv/ZhXTht36HPiPhXqVfiTn+37PB4+zf8AsxrkeqkdK7D4kc65ajv9m/8AZjXHiM9DXvnjkJLIhGDSbjtHrU0uTHgGqqMysf4h60AEoIXrkkVVs2YZLHkHgVbMgye5rLeUC4ZSCo68UB0Lssm8nLYrn9Tv/tTGJOY0OBVm/vTDaEKMl+AT2rEz8oCn61y1ZHuZbhl/EYquVfA6GrCOcHPWqR9eeKnQnAYKcVyNanvQaJixPQ4oznrUeQ3fFKDikbXFHU0dqbkgk0Fs0CHAnb1pnNGcc80wsc8UCFJPakAJPSlBx25pNxosSxWJHUcUhOMe9GT3NIxOckimIMetHSjtnrQzcUIUiORlVfSqU74561PO2RjFVJsgY7GtEjmqsp3PO1hwe9T2Opzac3yAOh6oelRFcqwNVgM5HpW8WeXWjc7Cw8SWrsFk3ROe3WtU+KLS3ZI2c7n6cV54cqwYckVYml86ayPodp+tWtThqx5VdHoC+I4ycBSahn165clYsID3rDHDAelWwoIGalkxAbppN7sWb1NXIUPAqqi7CMGr8AyRWbRrcvW8YXFatuvTFZsAy4Ga0oGAI9KRLNOIcA1YGQeaqRvVhXyeapEk2OelSgdKjB4p6njnrQ0BIDg4rO1vVTpNmskcfm3UrbIIv77VYv76DS7CS9ujiGMfNjqfYVlaRHJrN1F4guoysagrZwk/dH94+5pxXciTvoi5omlT2aTXF6wbULshpnH8Hoo+lbioR/WmIM8nqTmpwPlzzSlqwtYcoz1qVVAFMUVLSsO4dO1SKuRTVHrUuMCmkK4BQKhmYKCfwqaR9qEkcDqa5PxN4mi0yNoE+a8df3ajonuaTsjSlB1JWRzXi3Vo7m+NinOw5kPoawA2CBjk1FvaWVpHfdK/LMe9DvsAx948AGsJM+nw1H2cEkSL89yEDYA5JFWWdvNRgcbOQe9JHEtvGCeXYc03+L2rN6nTypnQaf4hbesN9ynRZB1H1rpF2PGHVgUPRhzmvPsAD2q7Yanc2DgKS8eeYyeKwnS7HJWwq3idmUTPOaYQc/LVaw1G31BT5W4OOqHrVwHrgciuZxcdzzpwcXqRqccnrQQSeKk8sP7ZpNuO9FyBVPY08AHrUYI70pbBoAQp8xxTTH19akBAOaMgknuKAIdoxXToB/wrub/rv/7MK53atdGAP+FeTAf89/8A2YV04bd+hzYjZepX+IpA1q14yfs/X/gRrjs5J5rsPiO2NZtcf8+4/wDQmrh/NPmDPXpXvnkDnBK9cCqz5QYTnPWrjqByx4qtMyquFHXvQA2Fd5w3Ws+4AW+2sMitHzFjVdv41laoxicy98GhvQumuaSRjatMHusLwq1ng8nBpsshdyzHqai3Y71wzd2fVUFyU0iYkjPNShiIwcGq27JzirKljCeORWTRvCWo9Tu7U/OKhUnANSqQaVjoTF6CmqcZpwAPagoO1SVcaOc03ninYO0imlcCqJbEbOetJuoLD60EArxQQ2PHK5pp4600ZHelGCOtADgRtqNz8uKC2AeajcEr1oSE2QsTn2qCdiSAelWDHhck1WkBduvFWc1RXIcc8VXdNsh5q2YyBkGopULLuB5q0zkqxIduRUO8x3EJHZs1YX3qvcrypz3raDOGtD3TqFbcA3rWhAAwGa56zu2QBH5FdLYqWUFelJs5+VokMK9qmh4AFWVtsjpyaBb7Tg1DKuSwMd1aMPaqESEOMCtBMgg9qQi4khUirEb5PSqSt81WomLHHT3poll5Mkdak3hEJP3QMk1VLhEyflwM1gTy3PiTUJbCzuDBZQY+0yr1b2FUkQ2SwSDxXq8u8Y0uwb/V/wDPWT3+ldbGirhFQLGBhUXoo9KpaXptrptottaR7Il5J7sfU1pImKbBEiJz1p5yBimrxT156dakrckQYFSgjvUQ6e9PX+VGhKZIp4NDybRuyMdjUTy7TnIAHcnArz7U/Hd4rT21rGglViPNI4x7VPNY6KWHlU2NzxR4qXSP9HhTfdMPk54T3PrXm8s8t1ctPcMzztyzGmyyO9wZZ5GklY5Lsc/lQSUz+YrGUrnu4XDKmtR33RvyPTirFvbqAJZOWI4HpUcUGCXkOe4XtU7OxGCQBUHoRWgjtubk9KUYxTQBTlUDk0i0OHPSlyQ2AcGk4GMUrHtjFIokhlkgmEkMjJIO610Gl62084troDzCPlkHf2PvXNin4IOQcH1FROCkYVaMZo74DDEHg+lIQCBz3rmLDXHtV8u63SRdm/iWukhmSaFZUbcjdK5JQcTyatGUWPUDJzSYzTs8/WkORUXMbDSKbyM07GetG0etMBM100f/ACTyb/rv/wCzCua2V0qYPw8l/wCu/wD7MK6cLu/Q5sTsvUpfEnb/AG1aknn7Nx/301cO3XArsvic2Nesx/07Z/8AHmriTIpfrXvnjjhIXO0knFI+U4xk+9NYqCGQ/WpW2vGGzzQBE6Dyyx69hWJrjsLPeTg9BW4FDdSSe1c/4oIiaGLPJ5IqKrsjrwkeaojm/qaa5GQKUHPbFNkGOa4up9EtEOX73WrcJJBBqjHtPU1di6cGlI1p6scOmOlOQ81ED8zAnvSk46VJvexbXbx9KXaPWoYznHNTgZx9aguLuM2jHWozjaanIGOlRlfamirEXy4pp5B57U8g+lIFBBzxTMmtSPHSnd8UuB6/Sg46HrQFhNoAqI9ealIAHXJqJunNNESZFIRtxmoQvXvTmOSR1pUIAORVGF7sjZDjFMwFOD3qwwyOKjC46jPvTJlC5XkgwMgY96o3A6c55rZBX7rH5T39Ky72IoxA+71rWDOTEwstCeM8DtxW7pOpm2lSNwDGTwx7VhxjKjPpUydgelJvUUacZxPUIY0mjDx4ZSM7hTjajqRXBWOq3liVMEpKj+AniuusvEdpdIoldYpT1DdPwoUkc1XDSjqjQEAFSKvtSLNG5+V0YeoNTB0x1FNWOaUJLdAq/wCzUygRgnnFRh1xwapahdyoY7W2YPfXDBUC87F7tj2qkjNsZf3E17exaVaSh5JDiVk/5Yp6V0GmaVa6XaC1tIyI87mZvvOfemaXo9ppUJS2X53A8yRuSx+taeMN0xTYuVsUADpUy9BUJfFKJG47e9RcpQl2LIIFPTucVnzanZ2il7m6ijXodzYP5VzureOba2JTTUFy/wDf6Af40nJI3hh5z0R2QJIz2HfPArD1bxdp2ljyzKs82PuJzz9RXn2oeIdV1Zd11ctEAflji4GPesvlSSnIP3u/61m5noUsv6yNjVvE2pay53ymKDtHGcfnWXjkL1Pv3pqgZySR6cdakSJ3Y7fuf3jWTdz06dJRVkJkmQccnjFTpbrGQxJL5zjtUoCoSEGfVjSFic0jeMe49nB4pucdabkUpJx0pGouRQpOcUgOQKkUDNA0hR6U8jgHvSAcccmlIIwT1pFWFA4p46ZpgJLCn+uBQFhpPOKs2WpXFg5MWNh6xt0qFfmFIR6/hQ0mtSJ01NWZ2Vncx3tsksbct95B1U1Y5HWuKt55rVy8L7G9B3rqdN1FL2DllWcfeT19xXJOk1qjya+HlHVF0ik4pCScYobOelZHILg9q6VQP+FezD/pv/7MK5oZxwea6Vc/8K9l/wCu/wD7MK6cLu/Q5cRsvUx/inu/t6yK/wDPt/7M1cLkZOTk13fxRONctvX7Jx/321efbipOcFjXvnkFqIhR1oMgDD0qmdwGSTmplfCZOD7UCLe9MEcDPU1xutTrPqDkNuC8CulnYi2klchVRSa4tjuyx6k5rnrS6HrZdTu+YYBk1G/FTpjGe9RyjBrmPbtoQI2CcjmrsJBUVSJ5FWbb0xSlqKi/esSSnEwxwMU8nHI9KZdZ+Qjpup4I28VNjeQRth8E1djAI56Vm5HmAnPWtKIgL6g0SKpPoSbdx9qQxjaakAIIpCDioudXQrkccdaYc4II5qcrjr0phHHFNMzaID06Uw881MR60wgelUQ0Qio3GOlTle9RHGP500ZSRUdSGzSA1M6jPFRlcHiqMeQd26U057cUoPHOaDzzTKEHB+bnPWobtR5ZPXHQ1MelQzjMTD2qoGFZe6SiAmJXT05po4PofT0qxFnyk2HJxyDT9iPJ8yjp070pPUmlH3U0V1bGNvSpFcc5zTfJfJ2kFfyNIVIHKtj6cVJpqXI52jwY5GQ+xq6NXvEbImYgeprGEgOODkU2e6CKFQ5kPQU4pmc+RLU25PFt/bgRxeU8h4Ax096l0nXpNJkeZLZJppeZZX5bPoK563iWNFbGZTySTVscEED5qtztojGnh4yd5I6//hPr8D5bSEnuTUM3jrV2GUjgT6CuXOFAINJvJUdhkVHOzo9hDsdA/i3W5+Hudg9VHeqlxqt9OAJr2aQem6s8liBjpnvShueDz6YqW2axowXQeTxuJJbPc5pwck59u1NXJ6AY77ulTpGcZZgCT0HSpN4wSIwAwUsQAKkSCSRS4JXHTPcVKuxfuRg565oEgx8xIOOgoNVEfFDEq7nG9u3tUwfAx09qrCQgdvwpRJSLViXIJoPJ600FdvvSj7uc8ilYoeOnWlB9Kj3Z47U8YAB70xijpnvUgOQMiowcmpQ2D04qSkSA8dKQdeRSE474pwPock0hiqQAcU7rim8j605eetAC4+akJxn60cj3oPzcUDHqBmgEq4ZWKlejDrTRjGCeaBx35oJlHmVjpNJ1UXCeVcuBKvRj3rVAz2rhgvIP5HvW5pOriIi3u3YoThJDzg1zVafVHmV8NbVG+eOldEmf+FfS/wDXf/2YVzhHcdPWukQ5+H0v/Xf/ANmFPDfE15HjYnRJeZjfFFwniKz3dPsn/s7V58ynzi56dq734qsP+EksgSMfZB1/32rg5ThNxP4V9AeOyST5Y+B1qOEbXJPNRGYyLzwKYknY0CE1yTbppG7lzjArljwM4zxWrqzMTGhboc1lOTggVxVnqfRYCPLSuNi5OelPkXio4ck4zVhhxWbdj0IK6M+QfNUtu+DSyqevaoEYpJzQZv3ZXNC4P+i57g5ojwUH0pGbdAccgikibEKnHOKRuncY5+YcYrQg5UVnzZLCr9rkIM0pFU3qXgRgetI2MUmeAKMYOazOtCEgjvULAhj1xU2MsDSPyD3oBkBHBxUXJB9aewIPPFBJ9OKq5myIg7eahkGelTtzUTDB600ZyIduDTSMDpUpBJzSEAjI7VRm0QPknpRgkVJtOaAuKYrEZGB0FQTDIPGOKtYqOUZHqaaeplUXukcLfukGegq3kNtB5NUYFyCh42nP4VaCsPpTmuplh5WTT6FnacZU7h6GlymzlijemOKjDgAEjpQ9wqIWY4xzUpNs6G0ldkcrIkbM5QjH41VsrQOxmlB2t0poRr648wpiIfrWkFjz8oKqKtuysckY+1ld7IQW6YHUe+KcIcEhXb8aTYuc+a/50qqv/PV8VmdqiKLf5Mkmk8pOBg9e9SKMHO9selPLIedtItRQeUqnjbtqRTGGAPK+wqMSIv3UFI0uRjFBSiPdmLERgKvvShxjB+Y+9QFjjNAORwcUik7MlMhLelKGx1qMEAY6mlDEDGKBtj9/PBp4cAVCD2qQEY6UxpkqsMZzRvG7GeKiGc9KcAdtBROD707eQfWoR0yKerYqCiQE8VMCxPtUHfipU470FImyMgGlXbt61GCM8/nTxt7HikVckUjFLnimbuMClDY5pASKMH1ox3pFbnjijqeDQMXGe1L8v/AqbyOM0qnbnNADhQRkYPSgHpSDuaCZo3dD1UIxtLqQ4Y4iJ/lXoqqB4ClB/wCe3/swrxwk9Rwe3sa9U0e5a6+GTOfvCbaSfZhRTp2ba7Hz+aUlFKS7mF8X22+JrBsZ/wBDHH/A2rhfMXyyzHA7Cu5+MBH/AAktgD977GP/AENq85aMsDluBXsHzbJ2lLttA/Ghchh3NQlWlUBM8d6u28RQj5SzUPRDitVcw9Qk33e3HIFV3UcgDtVrW7aWx1YLKhXzF3L71ARuTI64rhqfEfU4RJ0rIoxZSXB6mrZjbGaq3K7JUarUUnmKCTWbOmm7OxC0ZIxVKZSGzWnIBn5aq3EeRk8UIVWOlxsEoEZSpYnHlYP8PSqUZCnJ9amh53UzOEiV+Tk/lV22JKjmqIOT833quW4GKlmsH7xfXkDNPwCOtRrUmQOtZdTtTDOO1Ido6Zpc+341GTzTGNcZHP4VCeBgirGTiopBn60yWQt0zxUJHNSNkdaTrVIxkhhBPSmFDu4qTaR3oxgZzk0xWGKpzQy809fekb1FMLEZUio3X86mIJpCOcUdSZRujOYtHIG/OrUUiumQc+opJkHXvUNtHHvkjYsryEKhA963jaWh51Vug+boWHkSNPmYD8aosJL58gbYh39aualpAh1V4jJvjXHI+lTKiqgRRgDpS0iEebEavRCIoWMKvCipAvy9qbz3pcZ4zism7nfCPJogIJ60A44xTh0oABPSkWA3UpLegpyr1FL5Yx1pDQzHHNKFOcZpwjPr0p2CR70D1GBSD1/Olxg9qcV70bTTKsHvSZzzT9g9aVemQBikFgAz9KeowKYFPNOAOOaVy0hQPfBpRnGMnNO6MMelKowaVywAweaecEZwaQqc0oA96AHL7dfepBkYpn4YqTIbApMqI4E56jFOJ9f0pgA6045z7Uhj1YbelKGzxUQbsKcDlhikNMkU89eBT1bGahYjJ7UBsjNAywD9SaU4H1qFWIPFSBhjnrQBIp+WkBwMU0MMUowRnNOwMUKR3HT8q9J0J/L+Fxz3u8H8XFebHLkKPun7xr0TTT/xapgvQXoH/kRa1pa39Dx82acI+qKPxfiLeJ7BgcYs8f8Aj7VwiwDB3dTXofxZjLeILNvS0/8AZ2rhPLTG4uc+lejc+SI4AQ3G0CrtvJm5jjCDLOBVMoYF3oM571d0VVutYh3H7nzGjcC1440GS+t4rq2UmaBeV9RXnSTmJjHICp7g17xcAMsUjAbQcGsLxL8NItahN7pThLgDJU9GrGpSvqelhMZ7N2Z5LO4kj46ioraXadpq1q2i6poMxi1C3eMno38NZqtyGPQ1zuLR68a6k7o1Rg8CmSxbgeM1BHcBRjPWrKHcPlNQdaanGxlMuxypp0J5Iqxd2+WDqT71TjJEpFNHI04S1LQYEjPX1qzBLz16VUJ4yabG5UnHSlYtVLM34juHNSg+tU7d96Kc8Vc6djWclY9KDurgc461HjNOJxSd8cUIoacjNQtyKlZsjA7VFnANBLGOoIGDzTcUvWlK+lUiGiPbzk80bRn09qdwOtIeee9Mi1hu2mkDFP8AcmkK7hQAzH40gzk4FSAcj0pCMdP0poOhBIpJzxVrR9OWe8ju7mdYLZH4Ynlm7AfjVSRgHCAEs3QAVoRJJpklvaapYOZT++tVD4weoyK2p73PJxk1awX7NLqFxIR958DPoKq4NTyO0tzJ56NHcM2XVvU1EVw1ZzfvHfQiuRWGYJU5oANSE5pBkA1JokJg46UqgZpBnOM1IB8w7UigAp4weOlN6HFLjmgtIXbyeaMEdDSjg5PWlABoHYQAijGaf3HSlwO9A0howOxJFLgkdKUAZ4NOAPPNFyrCBSRS4GPelHApxUdSKllIbgkinAdj0pcehpT70gE5IpV3DqKTkdKeOe1ADgSe1PPUcUwZAAzS9aGVEcMAEU4Hg800dc4/OlHUnFIY5Rx704KQMmlUAjJ4prtt75FADWbrTd3y4pHYHkU0Me4poVyVWxz1qQHuarrxnng08NzxzQO5ODzx0pwlw21AN56j0FQ7toyM+2KniQxoztje/f0FACkhU2g9+teiaQcfCkk8/wCnA/8AkRa81YliVJ4r0vRFz8Ktv/T6P/Ri1pS6+h5GafDH1RH8VyTr9kB/z6/+ztXCRMnK4/eH1ru/itu/4SKyIYBRac5/32rzuQgzDYwBHNeifJlp5FX5H/Ktjw7FF9skkReiVgLmU/NgH3rpfB8L/ZrqV/720e9CA6eNvPsCD1Fa3hq8aSN7aTlhwBWHYNtM0ROcniniaSxu0uIiRzgirtcXU6LX9AtNYtDHdQLIMY56j6V4z4q+Hc2lRtd6QGlthzJE33l+ntXuVjfx38G5fvdxTby0Dgui8jqMVnKBvSryiz5TVhuK42MPvK3UVYjnKcEHNe4634J0XWH8y5tAs/eWH5Ca4zUPhPcEk6VfrIvURTjkfjXPOj2PUo4+PU4kOGj+tZsq7bnB4Bq/qmnX2hXRtb6EowP3h0NZ8r7pVYkGsuRx3O51oTWhI5yai3c1K3Oaix86jvmhESept2WDGB3q+DxjNZ9qAEz3FXlIPesZ7nq0NYiknPTNIcZzilzg0jE+1JG6I3xnionxjgVMTzzio2PJoRMiI4B6U/Jx0pmM0BjmqJA428imDgHipCSVxTMc4oRLEPzAUmMU4jDUoUknmmShmM9Ka77VOOtSbWU5HNU7hjg0Lcio7RZveErO1luDe3OGcPiIHpjucV2GgafpHj3X767Pmiaz2op7YGen5V59bX/keEptmA/Kg9Dz6V6L8O75l8P2N2beO2jklFuWjHL4IyT+ddtKKsfL4upJz0H/ABK8NWdrDHewLsuUQcf3h615xIAwBHBPJr0zxv4iluLO/tJIVMCHy45z97PcV5ix+6OwHX1rGslc9jLZSlGzGYo6Gngd6QqcdOKwPREwMgg80pI9KAop1A0gHTFOOPXmlGMZoHXJFBokJ16cmlXnhhil4FKfpSY0KQABinKQcU0AHg0nHakMecbulAOPlxTQvvTwCB0z70DFHXPapM9aiPX2qQcigBDjdntRznAPFGeMYoHXGBQABSOQetPHFRnAbFSA8cDmkNDsjcDmpOn0pnUcjmng4GcUikAznBp4GTj0qPcetSA5oGO3DBqCSQdKbK5C/jVfLE5piY8MM8U4NkUig4yKUtzgDBoJBWGfmFSx9eO9R8jnrUyKWG0HgcmmNIkh27jIQdo4UU93ycc0E4XA4xUW7cxOaAb0HrjOMV6ZopC/Cpj2F6M/9/FrzJetek6YQvwgmJOMXef/ACIta0Vdv0PIzZ2pxfmiL4tru8QWXUD7Jj/x9q85dAnIbnNeifFwkeI7A/w/ZOfrvavPWAcMSOR0rvPlSOdpTETGcHFejeE7QxeHg7n5nIJ4rzmINK0cSn53OCK9qt7IW2hW0Sr/AMshn8qaAxrVf37kVNOgdORnHNMthsnkB6VdMeRnHBqhGdb3M1jIJImO3PSt+z8QCcBZAAayJbfIJA4qv5GOVB/CiwjsVltp+qjPoKhn01ZBvhbaT2zXLI80XKuxq7a6tMpILHj1osFyPVLCKUNBf2kc8fo6/wBa4fUPh1o11KzWc01o7chAdyk/jXqS3yToBIqt9ay9RsLaYFogUb2NS43NY1Zxd0eI6P4Q1LWb6WJNsUEEhV5GHB+ldVL4C0e3geICZ7lEOHL9WrsrOPyLdozj5Sd3HX34pkah5goAyQTk/Ss1TSNnips8XhDpJJEzpuRipBNXQXQA+X+IrNuUjkvbpmXO6ZjkHHenKgXASSVPcNkVnLD3PSw+aqCtI00mDHB4+tOf1BrP33I6XAPoHUU03k6D95bK2OpTjNYSw8kehTzak9y/njmoye9Vo9Rhc7WV4Sf74qdWSQHbOjn2qPZSR1RxdKeqYmc8Cm9KTD5ztJHrS5HqBS5WaKpF7Cg8UhGeQacMY5IxScdRSK6AOeaX8aaeBkcilA3Jz1oEhcY71TuEyfwzVrBpDEGPPXFUtyaqvFmdZ3VmjNZ6hEzWrHmSM/NH7/SvS4I47Lw7AltrsI02E+YkcSBpSevPv0rhYbO0niYXFux5I3ocY9M12Hwd09YvF09vdwoygZQONyng4Ir0ILQ+PxT/AHjSL+paLLf+FLjxNrHmpEeLS0Py7s9GYetcADuXBJzjJx0r1X4yaq6NaaPGdsTAMVXjp7V5Zx7AHmuSvuj3crUlTbYhGDn2pRlqMD1p2OOtZHqJaAAaTHrTugpdvGaRSGkDAxmlz0FOwMdaTGOlIpDsc9qO9NwfzpwG0ZxQxh05o69KCe3Q0oGBxSAUDPFL070DOKBnHSgYo5GaXBxQGB4xigfM2M0AKAMUAAjGeaTPOOnvRjnNAClePenqMY57UnBSlAxikykPGcU7IphYj6Um8twBzSAkB5+X9aV+Fz0NMXnr1ps8mBtFMfQhY+YeDwKcq4pyjYBhaa7DacHFAgJI4XrQCQ2R1pmSD+FKNxO1OW70A9iWPLNtB5NWU2opXsOpqJcRqABk96aSTkg8e9AX0Hs5POaVTUY5AOKkUe9BJKoBUn0r0nSto+D85cZH2rn/AL+LXm6AY5r0rSolm+EFwjHANyef+Bit6HxHj5z/AAl6kHxbJ/4SGyAP/Lp/7O1edEq7txgrXovxaH/FR2JzwLTkf8DavP5GgbAjBDd8967z5gm0u2+16xahPlZm6DvivboF82yCnkooBryPwJB5/jC33DPlqzV6fpN1t1Ge3dsB+VzU9QM27t/IudwzUkEmRtPFb2pWSyxEhcsKwZrSSEghSK0RPUlKfjSGNcdKZHIwbmpgQwJqgIhCp7VWuLUA+1aAxilIDjmgDKikKHaScjpU827YW9qbcwkPuSgMTHgnpSYiksm4sOAafCvMjd1hf+RqncNsuF29zzWjarueRQM7o3H5ikxo8GHzO5POXP8AOpcD603ZsmlQ5yJGH60oPtikMUBskk8UqsOueRTDupFzmgRPvzwcHPrUbRRHgxL9aVTgH3pwJosWpyWxEbVVGULj6Gk2zqPln3ez1IeT1pMfMR+VS4J9DSOJqx2ZF9onjGDEr/7oqWK6jkO190Tds0kpYRsFzu7fWvZPC/w60K/8HWD6rbN9slXeZVbDVm6KZ108zqw31PImzjMbLIvfacfpTRJjsQPpXpevfBoBjNoV31/hnbH5Vx934C8XaaD5llJOo6NEd4rKWH7HbTzdP4kYyuD0bFPU5I54qKe21ezLC70uZVXu0JFMhu7dh+8Dxt/sjNZulJM7IZhSmrNk0cnl3Pl+YEzyA33Wrv8A4cXcJ8SRlAS6g73bgIPc1507Rypt3qw/2uKnt7m4tYWihnlSOT74jON31raNRwVrHn1sJCtLmgzpPH2qjWPGV5LG++GAiJCDkHHGa5rGecUxCoBAIUehp+5cfeH51zSlzO57FCnGnBRQ4YHQU7GVHamhhSg547VmzqTHrhuOeKf6cUwMAMU8feGDxQUhQvqaQqM/LS4Gadg9sYoKIyvp2oHueakwB1o2qRQDItuW9DTuQelLt6+1KozgHpQKw3jOaX7o+XvSt6Ck5xRcYueeKXbgZBpAOKTOB3oAdzjGeKcMcA800NnjFOXgE45oAepIJ44p3UdaTOOhpCwI70FID1HNNAy3WmtntRGMt70gJWYxRux7fdqqMySbzT7x8COMHJ6mm5EaYB6807C5h8j4GAeKiByevFRs4d+PujrRI4QYUZbsKdiebUe7lSAg3Meg9KtxKIkG77x5JqG2Rol3vjzG6+1OLkk56Uih7SEnimjnrTB1zUq4HbmgB6/SpR05PFMBI9qcDnrSAlXpXpWj8/B+4ycf6Sf/AEMV5mOgx2r0vSkd/g5OAQGNwTz/AL4rqw254udP90vUr/F2Nm8RWLfwrac/99tXnU8JdfMU/cr0f4tMR4lsFIJU2nI/4G1ef+Yh3AnAHQYrsPmDpvhfCz65dTsThI8A11lyXgvBcAEBG7elYnwxUs16zKASMCupvochgfWpb1GbdjqEV5HlDknqDUs9uJFxXHWkr2FwHBO3PSups9ShuV5bDe9UmSZ1zZsnIWq5RlHOa6Y7XXDAEVTnsw+CuPpVXAxVOO1PHFWZLUoelQsjISCKdwKk4yOKpsCqsTWg6HuDVObhSAKVwMeaQeev1ra0kA3Kk9Ceaw5omMyvjgGt3SzkE98ipYI8Lv0a31a+hK/6u4fd+dQqD1NbXji3+y+O9RTGFlPmAfhWMB8uc9aYxnJyDQODjFPIwOtCkBeetACAAdRSnrxTwM9KaQcEUwG4ycnpRjBFPC4XJoIypzQBY0u2e91yxtgM+bOowPY19LuYtNs1D7Uggi+YnoB3rwv4aWRvPHVodhZLdHlbP04r1bx5dCHwdel2YCUrFleWwxxgU0Ikg8beG7klRqaxfNgGdCgI9QSMVrx3Ec8SywTK8LDKujZBrnPD9/4cn0aw0pZ7R3WIIIZkwSR7GtbUr6x0DTmnmiWKGL5VjjH3mPQCgC8wMn+sRXj9HXI/GsPWPCHh7VlzNp6QS9zGu3J/Cs/w2+rnxU41O5dotRtjLBbMeI1DAD+ddJeXcFjA9zcSLFEvUnv7D3p2A8n1X4OXXntJpeoQ7SeElb/61c7d/DzxTayHdpryIv8AHA2Qa9jXxdp6zRQ3dle2QnbbDNNEdp+p7VrS4jLMzBM8LnjJ7VLgmaQqzhsz5qnstRsJGFzZzKB1Dxmq3nQsR8rKe+O34V9OEmRirAOpPRhnis6fw7od4zG70i0Zm6kRgGs5YdM6qePqQPnYPlvklTHvnNWFdgSCuBjqDmvZNU+GOgXkJNrE9m56HPGa4m8+Euv2jPLZSxXSDtG+GrGWF7HZTzZ/aOTWVDwTg+4xUm7P8XHtT77Qta07IvbKaMKeroT+tUzKu0BonU+ob+lYuhJHpUsypyLiuMCplbntistJAPuzqRno3BFWlZiQQM+6nNQ4NHZDFU31LfB4HakJ7DkVAsmOpx9akRxnOcis3c6ItS6j+MU0tj6U4tnkd/akJzwcCkMOM/Wgg+tISOKdgHk0AGc8DijHqKTjpQOTjNMB4HGakBGRTQMrwOKkA7mkUg5zTGbaelSHpkVETye9IdhrEYpI8b/1NMY9zSs+yBz0461SIk7Ipl988jn7ucA0xpfMYAHgelQyS+YVVeEH607cI0yeuaqxg5kpkVADggjt61PaxuGM0gxn7oPWobWImQzSjGPug1ZaQk5zxQUhzPkljyaRTzTByakjFSzRD8bj0qcABcdqRcAAYpVIoKHqMdTTs+1RgEnipcYoB7AOwr1PTB/xaGQYx+9/9nFeXKC3fntXq9ooh+E7AsD++Gcf74rpw27PAzqXupGX8Wtv/CS2BP8Az6DA/wCBtXnNxJgMABxnivQ/i6rN4msCvUWYOP8AgbV56zoxAYYdjzXWz53qelfD6FrexSSRdvmjNddewZ+YchqwYImttKt3iHCoOB9K29Ov4ryIRMcOB3pWAyZ7Y5zjp0qsokRuuD2xXRXFoeciqX2bBzt/SqQiGC/nhIJckelaMOrxyY8xSCKpS23GcVUljIIxg/SqA6IXcEg4YfjSFInOQwOa5kLIPWnJcyR9dwFAGzPboOeMVlzoFYjginLe7kwzVFL84zmgDNunVQRV/TmAVPfFY2p7/LbaOa0rJsW0PqAM/lUgc9498Cajr+sRapphiMiJteNmwW+lcNceGNftAfP0e547quRXvcVzgLwDV7zI3B/hb2NMD5hkgmiP72CZCOoaMjFN3oOc59q+lzbRSE+YkMgPBDoKz7/wd4e1GMrLpEAZh99OCKBnzyPvA9O/FO6jPb1r1HUvg/AzFrDUJIfRXTK/nmsG4+GHiS3QtF9mu1A4CSYP60AcbknjFDcY9TWrdeF/EFkC11pF2o9VTcP0rOdGjO2RXjP+2hB/WmB6N8HLEnUNWv2+6kaQg++STXc+JIWutT0K1WMsn2rzH4yCAp6+nOK434W6/omj6LcWt7qMUF1JMXIfIyMY616Rb6ppt5hrS/tJSem2UZ/WmLUdPZ20tx5rWkDOPuP5Y3L+Nclq9zdXvie2S1086la6aN9wgcACRvu9epA/nXbbCykquQRjcpz/ACqjFYQ2MbJbpt3uZHYjlnPc0Ac5bav9u8daQJbG5spvKkVlmXhh6AgmrHjHRbzVrCM2W0XNq/mLGwGJB/d+tWr7Tbq41jSruJwEtZWeUk87SKpXms/2D4mvJtRjuDpt7GpimRCyRMBznHSgCSDU7LxVYzWMqPb3KACezn+/GRjlfUe4rK126abxXoWkRyIsS/vJVLBeB0/lSuqeIvFenalprF4LNSs11tKCQnoORzj+tOtdD0rxFqmsalqVsZgJfJtn3EH5euMe9AWNjxBPJZ6FcTQnZPKwhtz/ALR4FRXOpmyv9L06MCW+uCquuewHJP5GuSs/D9zaeO7W1XUri702FfNMMvSNuo7mug0ezbUvGV/q4ZfIt1NtGW4G7HJ/nVBob+p3ltpsTz3MwjhBwMcsT6KO5qlpXiDSdWuvs1pcst2FJME0Zjcj1GetZGm276x4gu9edzLZQMYLSNugYD7+Pzq54gjUHR7pY0N1HeoEdRhiM8j3pBodIA0gKOPMUj7rjcP1rOv/AAt4e1GNlutJtw56PGoQ/pWN401ufT7rTrfTZCZluVe6CfwRkgc/nXS6vqEWmWUt9INyRAEKP4iSAAPzpiszz/VPhDa3CZ02+8lyfuygkEfWvOvEPhefwzqosLySNptnmBoG7dq+j5Jo4Lb7TK2xEj8xh/dGK+cPEesjX/EN5qKHdG5CRk/3RUOKZoqko7MyALmElkl81e6MOad9rj482GSH3HzCkyRxjGKXLYPJrF0FI7KeZVIFiOdH4jnRh6MdpqXnIIUn1xzWe0UcqYZB+HFMFvOjZt7gxj+6aylhX0PTpZwtpI09ynPBB9KTP+RVeO+mjXZcW3m/7SHml+2WbHmVoT6OprCVGSPRpY6lNblnIAp6EZHFRJskX91NHIPZgP504Ag8hl+orNxa3OyNSEtmWc8+lSKCAAe/Sq6SjOMj8akWX9KnUtMl2n14qMrwTin+YpXnrTWbPekU5FVhk9KqarMAscKnvlq0iR34wMmuYnmM07yE8E8VrBHNXqW2JTIqr1+lWLeJmkWWQfIBwD3qvaQM0gkccDoDWiCWBOOab0Maab3Hu5JyDQACKFiLcgcYqVIjjNZ3OlRFjA+tWQFA96RRgfd5oUZ9qC0hQc54pygYGRzSojH6U9UJNBVgFC5Jp4XnpTgADjigljo0zIoI7ivVIlVfhVMPuhbjn/vsV5WhPnRjOPmBJ9q9SjkV/hVcMPmBuccf74rsw6srnzecSvJamX8XJPL8RWOOGNpwf+BtXmjoysGzuJP3e/WvRvjB/wAjJYdCRadP+BtXn1lA02pWyE/flFbs8M9u0QC40eCNhhtgyPwqjdW0thciRcgE5zVnQ5BFO0J6gcGtW/tRc259R0qkBWstajlAjm4PrV1hDKPkcVy0sLwHnkA9qlt7plYc07IR0H2aPoZeKTy7OIcsGNZxmkZcpjNVpBMTluKYGs7WjHC4FVZbeNz8pBrOIkU89DSCeVOhoAlms+fl4quCYwVapDey46Cq0kxfnGKAKt0N4OPWrdqMKv0FVX5JxVu27VIGtCpxVpDhfeoYlyoIqbGBzVAPDE85p/mknGTUQHFIBzQBdjkIOSf1qwHVhgqp/Cs5HOeelWkIxikBNlcEAuoPoaguNK0+/j2XlrBcA/30GalFOVjQByGq/Czw/qqfJEbRsfeiA61yt38Fbu3Yvp2sMT2D5Br1xGwODSiQgnkZ+lAXPFY/C3xC8PziSznlnjA+7HLkH8K04PiR4j0VRB4h8OyyKv8Ay0CHP516uXDHcQfbBqOUJcJ5cqq6nqGUGmBwGnfFfw1dsReNPZP/ANNV4+ldXZa9o+pRk2WqWk4bnZvHP4Gs/VPh/wCG9XObiwCsepjbb/jXKXnwU03zPM03VLu1I5AYBgPyxTA74RupJWP5FOVCD5RUVpaR2loIo1IQMznI6k964eLSPiP4eQxadqFnfwDosq8kenNNl+Imv6Spj1zwpID0aSBjgj1p3A6a2tWtrrUroNumnYmJR6AcCrmjWUlt4ZFpKuy7nV2kX/bYk/1xXKaZ8SfCt7Iitevavn7sy/dP1rtotQstRiD2V5DPkZAR8k0Ac94XurWHRl0yS4jiu7WRkmjkYKRyTn9afBeHX/EMBhiZtN05jIbkjiVx0AqPVPBmka1qJur+2lFwBt8xHKFh71vCBYNKFjZqIYUjKRAdFPqfWgLHKpp0upWHifW3Ti4TEK5/hQ8fyrZvJ11IeGtPQ7mnCXEvsqDJz+IFadnZC20FNO4KrAyE/wB4kHP61geBNK1aJpL3V12SIrQW8ZHRM9/qKTGWviNq6aX4PuzkiW7Pkxj1z3+leBJGsaKo7Dt0rvfif4li1vVodNg/1NiTuYd2rhAMAAk4pCsB6HI6UgbHXvSnJ4pD1C9hVIq4u7ngcUqnJ5pC2OnNIp5xQSP9R1pdiMMtj8aarAE5obGetIpNoRrS3kOSm0+1EcNzbkGC6JXP3H6UofBp28Ac8k1DhF7m0MTOGzFa8ccT2gB/vxnrTormJmCxTfO3SNh81Osra41C8jtLKNpp5PuxqP51674W+F1lpckGp6q32i+UbhEPuRn0PrWMsOnsd1LNakPiPI2naM/OCvsaUTgjJr3vUvB3h7UkcS2AVn6shxiuYk+E+nSORBqFxEG45AOPasZYZ9D0aebwfxnllzOYrCRu7DaKwYbdy6nANd3r/gjUYIneyIuIbd8bQPnYetciGMUv7xXQg4IcdKj2bibwrwrO6ZZSE8ZNWViK9qqi5XIORUgvUP8AEKzaZ2xqQRbUbT6CnDA6VWF2h5649KBcEnIUn6UlFl+2p9y2p9Sc9qfjAqBBczEbLaVj7KauQaRrEzYi024bPqnFHJIl4mmuomVI60qOp4GT9K0rbwb4luPuaayL/tYFbFr8L9duObm4gtwex+Y/pVqlJmM8fRjuzlDcKBycU63We8m8u1tpJ5M4GxcivRrH4V6ZbgNfXUtzIOqr8q12OmaRaaTbiCxhWFMjoOT+Naxw7PPr5tHVQPKJNAn0Jop78A3MqbzDn7g9K7a3IHwonZUwDc52/wDbQVh+N5fO8UGJWB8mNUI6d+a3oih+E8+0kr9ox/5EFdcYKKPn61eVaV5GP8XFLeJ7EKMn7GD/AOPtXE6Igk8QWaKM/Pk5rsfjDOIvFOnqX27rMdP99q5vwjCJ/EKOp+WJC31pMyO/t5TbauGblZOK62Jw8YHYiuSvIS6h0PzIc1saRfiSNUY8gYNUgJdQsPlLA9RWBJbtC/HauvfDoR1BrKu7TGe+aoRQsrwK2yTvWm0aTDKsDWPJZ85Xt1p0Ny8HByB70AXZYGAqm8RzV6O8Ei84pzxJLyODQBkOuD0qBlPNXp4DG2c8VTZuM+tAFXoxq3akg1SkPz5q3bHLLSA3oWygzU5HAqCA5RauFQcUwIenFJ0OakI5puN3FACqeatRnNVghDfSrMXNAEtL0o4opAJnmjsaaSAaXPFMALEDio/NIPSlOfWo2PNAEomJPPApRPt3Acg9jVc0zNIRZd1lI3846YOMUtxturdrecLJE42kN6VWDAUb+aYzhdW+Dfh+/lkmt5Z7V27rgisOH4YeJNAuftOharbyupyquWUn8+K9YVznOfwpxlyelAHnR8WeOtHGdX8Opdxx8GWI5JH4U+y+LXhtnC3iXlg/dZUyufwr0Yz5+RgSpHIJ4NZF94W8PaopF3pVs5P+zjFO4Edh4t8OaiQ1rq9uxbG0M20/rWxqN8LDS7jU5mBjtoi4YHj2rgrn4OeHnzJYyXdnKTkGKQkD8KoX/wAPfF0VhLaWvic3drIu0wTkqSvpmi4zzFpZJ7ia6cnzJpC5wKCDjkjNbV/4M8RaXFvu9Kfy1HLRkMK59nWNtkhMTf3XGDQBLgFcUmOaVF3puRsikHBw1MQFaTHzc0p5OD2oJAPWhgLgcA0igHOfwpc+9NB3evPQipGKxx1GKuaTpF/rN79ksIDNL37BR6k9hWl4Y8Hap4qd3s9sVoh2tcP6+3qa9z8M+GNP8Laf5Fou6VgDLK33nP8AntSEY/grwFaeFF+1yHztRcfPJ/CvsBXVO/BVcYzn6mnySEggdD1qs2QCae4CFz6Ukj7IWbHQHH1oBOcfhWfqGqQxSi0GWk7+1MPUigtxCoYtk+h96xtR8JaJqMhee3YMTklTitlHZ/u8VIINxyxpNJlxrSjscj/wrjQG6LMM+hzT4vhfoJOSs/8A30BXaRRqD1qyHUHtU+zia/W6vc5GH4aaAowYpmHu1aNv8P8Aw/GfltW49WrdE+DxUkcrOevFP2aJeKqPdkdn4f06zGIbZQMd+a1FRYsBEUD6U2HO3HWnOR60uVEurKXUbI5bg4x7VUlm2tx97tzTppxGcDk02ODJ3PyTVE77jVQ7ix6ntVmKLJ3HtzQFBPFNvZ00/Sri5c4WNCfxxQI8e8QYvfEGo3KuN3mbVHfIxXVwRP8A8KluE+6Tc9v+ugrz1LpjcPcyNxI7HPuT3r0FGlHwimZj832gdPTzBTewGL8aERvENgx+8toD+G9q5rwBOJNYunCMAI8Dn3FdD8adx8SWKhgAbHOT/vtWL4CtBFazXIbczHGagD0IFWHPelgUW825ehqqjkVYjfd1oSA37abfjnirDojjBrHglK4GavpOSOtO4hk9kACVrMntSx6c1tCUHg01okf2oA53y5Is88VJHcMODWtJaDoBmqE9nt5wfwpgJ5nmLhwMVnzxFHPp1FWMNGOn51HM27GaAMqQkMauWZyoaqsy/MRVmy4UUgN6DlRVxW9apwcIOKtquRTAU+tCjvSE9sUqjJ9KAJAuTUyABcUwDB61ItIB1HSnACjbmmAwgGkxyBTyABTRktQAmOKgfrmrDdOKgkFAEJY03NK3XpTBk5oAcDS5Bpn4UDrQA/6UZO6kDYFBNAg3EtSiQnvTSfagKKAJkmIHWpjKdoJqooOakBPSmBaEgdCj5dD/AAn5h+tZl/4V0LVMfa9LtXP97YVP6GrqnAHepg2etK4zjL/4T+HrkFrX7RaN6xSFh+Rrm774QXiDNlq8UgP8M8eP5V62j4OM4FSZB4IyPTFAHgt38MfFVoN620Fyg7wyHP61y2pafe6TJ5V/aTQN23DOa+pQBwBkeoWorjTLK/AF5axTf9dEBoGfKqzRuPlbJ/u4yfwFeieGfhfPqtsl5rFw9tFLykCcs6/7R7V6l/wgnhuO5+1xaXbJODkMOg/CtfyREMZGB0wOKAKmmaXaaTYx2VhCsUEY+6OufU+tTu/zZHSlZsdD1qBz780CBjk0zjoTRyOaTHOadgHDChnxwuSawo7NZZ3upBlnOR9K2b2TydPdx3+Ws+NSsYBNOwDgEQcDFPDEU3aePSpBHmlYQ5SxPHWnKrE80KuDgdasRrx7072GIkPzZNWY0AbgUscZyMirAQClcLD1G0HGKrXFxjgDmi4n2cL1qOGMsdz8k0hixw5G5uSas8KAAO1C8EACnhCTigAjQ8nHFcr4+1IWfh+SLp552j36V1kjCKM5PXpXAfES5WOys4nTcXYnntQI4ImHIj8lQgAy3vXdLKYfhFO8uDi44+nmCuKk8tYwgQyHIB2126I6fCSddoZvtHAb/roKGBzfxvmaPxJp42gobPk/8DapfCNqsPh+22jiTn9ah+OHHiKx7n7Hx/38atfQ4Tb6LYxkc+WD+lSM1BEB2qVY89BT4Vz1qxGm00JgNjjJ5xU4DL0p6DmnFeM0xEZdxiniZgOTxTSPSmtmgCU3AAxmmmcDvVVgQaikyaAJLl8nHBrPkGTUxJzUZ5zmgChOg3HAqW1OFA96SQZYnNJb/e/GlcDobdSUFXFAx0qpat8gHarwxtqguQk8nFKOgJp22lAz2pASJgkHFTA81GvapQAaADPFGWpSBimDpTGLn1o460lIeKBAxzUMmTUmR1NMY88UAR49aYV64qU8imUARYGKYxOBVgrgcCmleORQBEaDyM0pHpSEGmkIUU7tUeTmlBOcZp2AeCakUCogecVMtICTp0pwNMJwopVbJ6Uhk6c1IpJqBTjpUqN0oAnB9KkBFQA804NQMn3DFVpJMN1pHkPaqbud+SaBEjvUeaiLksaUMaAH8GnDJxTcZFSKBkCqAztWkLSQ2o+7940KOM1Xd2m1mU9VjGBVoDAAouIXvUyjNRgZPFWYos8nik2MWOPJGelWoowG4pqAAYp24ryKQExIH1qvNcEnCmmyOzMKEi+bJoASFCWLHvVtRgdKSNADViOIHk5oGIkZIqU4jGSeMU4kKM5AFUJna4l2g4QUgGljcyk4woPy15/8Q5idYtrdSpW3jyQfU16REiqV7KuSa8a8SakL3xLqLO2Y0cIuBnoKpITKscUQRZGwJW9OgFdmpeP4UXBX5z9o4/7+CuIxiSNQu4EE8Hp7V3Fsx/4VROWBH788D/fFDQI5L45Pt8W6YCcA2a5/7+NXW2savpto6fdMS4I+grjfj1H5nijS41++9oFH4yNXUaB5lhZWthcucrEuC30FQM10B9KmHHWpvJB5WneTx8woQDVapPvEjtilEYqQR9xTEQYx2pCtSsNvSmHg80AQyLjioH4FWZPXNVn60AV2qFuvtUz9eKiccUAU5SOaitG3ySKP4afPwD9KqacD500g+7nFSB09tL8orTVvlGDWDA52j0rUhfIFX0FYtg5NP4NRIcmpkxmkMeigmpMUxOnNPSgAI470wDmpaaADTGR9Oc0jVIQNvNMK89aBEbN1FMyKHUjNRk4oAkJzSAU1Wp+RQAjE9KYTxS5weajc+lAC5zTSaYX4pm8ZqkIkJ9qCArVFvx3pxfNAEikZqYdqqoSSKtKQR70MB7HAFKDSFaBSsMkBp6tyKhB4NOU9zSAsK3JpxbFQqe9OJ4oAbI4FVW+Zs1Oyljmm7BQBCFpwBqTbShfegBq08EKMnqMmjbVXU7tLOxlkZgPkOM9zQBnWXzySyNnc7cVe/Cqdln7JE3fGTV5enNOwhUOHFXVIx1zVDGW4q3CvzZOcUmMsAU1jinMQBkVGoLGgBUVi1Wo1INJGmMVYRMZNACxgdSKlGAD29KaQNvSqtxKW+VDSGMupWkfyoycdzToowiBSfrSwx7Vz3qUAnqKAI5JBHDLIcAIpJ9xivCLt4bi+uJd3LysRjjnNeyeKbwWfhq9cNtLRlAT64rxiykRI1iuIt69VlUZIq0Sy5AptbQyOfMlY5RBXa2szr8KJ5GGGFweD/viuKhEXlSSxytIw4HqK7W2dJ/hPOQdw88g59d4pMaOc+LUP2n4n+HYCMhrdeP8Ato1dhq9j5luWjGHQYXFc78QI/N+MvhteTizz0/6aNXbyDeq8Z9azGc9Y311b8XKkDoDW1b38M3G9Satx28ckWHQH6iq1xo0LDdEQje1MCx8jHIp3cYrMFne2xyD5i+xp4u5E/wBZGy0AXmGT0qNl46VF9uQ9QR9RSNeRkdT+VMQOmT0qMxDuKX7Ug71C94mMbqAB41HaqsiAHrRJeA9M1nXepCIgFH6dccUAV9TmSGN3Z1QKOpPFGgvHc6MbiL5llYlT614h4t8U32uaw8UbyRW6vsSMHg845r3jQ7M2Ph3T7TaFKW6g49cZqRliF8YHSteBgcCsVQQ341p2zAEU0I0kGamUHAqCNsd6spg4GaYEgHSnjpSAcZpQCPxoACeKap5pxHBppwKYXBvSm07Geaa3SgCJ/vZNQsOanYccioe/IoAB16Ur9BQASelKQTQBDn2qNm9qnKHPSmNFz0oArGmHvxVoxn0pDAetVcCkTgZpA/oaklUg4IqAHBNFxFiNjkc9KtxtVCNuatxntRcCyWoDelNBBGKcqgdaTYDgc8CnEYpBjB4pe1IY5TxUq81CM+lWI+uMUAO2VGV61Y+lRkcmgCDac0uB6c04jmkHWgAbCglugridYne+1IRliUzwvauqvJsq6iuThQzay2BkLz9KCTftFItkX2xVgnHAqK1BUYPapghL9KLlEtuhznFXRkD0qJBtxUgyeKAFxuapkTA6UkaYbOM1YC4oAEXNPJ2im89qOTSAY7lhhSaSKLGSalReacowaBgFwOgpjsc4Bpzk9qEXL9OnWgDzv4p3qQ22n2ckrqkrEuF71xFpGIlM+W2D7oj9O2RXT/EyaC+16Gy35lgjBPsTXKW9td2+V5VMZYqc8fSrRLNExwSwiVFTP8YTjH4V2qPar8LZiAUhE2DuGMneK4m3ZGmEyyIFIwEIIz9a7OZSfhXchowcz/dHI++KTGhviwQp8UrC4lwPL0zgnt+8etmC/gkACyLx71yfxHdh8RLNR0/swE/9/Hqppmh3lxIbl7h40PIXNQ0M9EimXP3gRj1qcSI3euXg024i5F2Tx0NaEVvdqMiVG+tAG0NuabIiMvIFZbS3sQyYQR6g0JqG7gqVPfNAFt7dW6YFVpLYelKblhzjio5LvC8qaYETQAHpUbQD2p321SeRUcl6qjIFOwgMIx2/KuU8b6xBoejtIVZ5XyFCjOPrW1PrcCHbk7q87+Jeqs+hDZGdsrlSaTA8x0C1k1XxPZRKMvJcBm/OvqaWLaNqjAUY/KvEvg3of27WZtQbAS0wRx3r3F88k9xUMox2BWfGcCtCDGRVOcZfd2qa2bpVIRsxc4xVpBz06VTibAFXojyKYh6knipT1FNxinCmAw4yaQ4p/wCFN7UAMJ9uKOo6U/FITzQBC+c1HjPWpmHfvUZHNAAvSlwacmB2pwXnNADVQmlKHOcVJ9KdzigCuUyDTRGR2qxjijHy0AZ11DwTjmsxlwTW/LFvWsW4TYx70ARqQAKtxt8uaohueRVmM0xFtOualB3EHNQRn5varEa8cikA9QMGn4oUYBp45FAxnTipEOKbjvS5oAnU8CkOTmhOcU7aeaAIj0FRSHg9qndSMYFRSqCOaAMq9YBJCewrJ0OHe01xjqcfhWpqbAW8x7baraDHs09G/vHOKCS7t2nOKsxoV5NI68e9PT5hjNBRMmWbFWUjyelV40IIIq8gPU5oAcoCCl3Zo25FKEpAJSggNilC5pVjzzQAo6UECnhOOKCARzSGRH6063BwSe5p20EdqbLJ5FtNIeNqE0AeL+JZILnxbqU0mVJcKjeuKrw2rqu+MCRugOcEGpI5DJNLPKodWZmAI6CqJmkWcSJLiMtuK9MVaILqDdIfMUSOvyjHSut8nb8KrhI5DHi4zk9vnFcit7BOJFjhMEzjl16fUV2dk6n4XyYIkAuNpL8ZO8daGUiPxtp3neObS7P3VsAn/kRj/WrNtE84VQCi1f8AE8fmeIoQeEFqCW/4E1JaSQ7gsSs9RcZPFpcf/PQnNWBpir8yykH3qeMMByoWphgfeNLUZWEc0eBuV1qKeGKX76FW9QK0Cy7Rg4ppZfQGi4jHMJjGEbI9DULOhO1sA+lbMsccmeOaoXVlFIvKkY7ii4GZJGueo5qtIoAwcVPJCkXCXBHs4rPurk2/+sQ49V5q7gUr2yRzuHBrg/iCyWug+XKclnIX24ruxqEUo+R856V5N8T9XS81K30yEcQcsfVjUsEehfBzTWsvB8l2ww15KWH06V38n3ST6VmeFdOOmeFtMtDjKQgke5FarjKmpYzLkBZaS24OKfJ3FRQkLJg1SEzbg5C1oRVn2rAgVpIKoRKBk0c5pU60/HekBGaZipD7U0kmgBMUhFKKKYDGFNIFSsKiI560AKBThTTxQGoAkUU4jjNNBp2MigBOooHSgDFOHHSgBrcrism8jxk4rXYHHNULpPloAxxy1Spy2KZIuCcU6P1pgWozzVtCSvSqcR6Vcj5FSBKoz3qQDGaavFSdRTAYOBR704jikxQBIjdCKlU1Ao+WpEbigCTBPWoJl55q0p9elRXCAjNAHMa1JstZFxywwKsaSm2yiHoKo6y3mTiMcjNaVkSkAGOlBKLhXNLEmZBTAT1p6SbHBoKNKKLpVgLxVVLkMBUvnA0gJVXjrTgvNRCUZxTxJjpRYB+ynAAU0S5pN/rRYY8nFIMd6YXFJvFFgHkrWN4m1FbHQrmRsZdCg960ZHArzv4oXcjWNlaRMQXmDt7AUWA5QSyQWhlcbi4wFFVN9uADNFKm7hMDj8avQNBIqruxxwD1pZrbepCqTtGSWq0SEMbm3SMbX2ndlccLXYFIpfhXcjd5aG5zkD/poK4zywsXlxKyq3DMDyD6V2MUYi+FEyKC3+k9/wDroKTGjZ8WEvrVtF0TyNzEf7x4qSyUKAERRx1pfFCFtctz28jn/vo0+1B49KgovohYctmpQi9CDTI1z3qYClcBNiHjFMaIfSpsYGaaR+tMCq8TZ+Vqru8iZB5FXWB6ZqtKODkUrhYzp/Kl+/H+VZ1xYxPnbIeexrSljB74qi4I560xHG61ZXGkLNqEKqyRjcY/6143piS+JvGduZRzcXAZx6DNex/EfWG0Xw47qu5pyYsenFcT8GdHW/8AEc93IuRaqHH160DPeVjCqEXhVAVfoKGG4GnAH5Se4pGO0GpAzJV+ciqn3ZavTA7jVJxzzTQGzZ/MBWtGp6GsXT3+6BW7GM9aogUA5qQZ6UgX0pw4oGIRimEVJjdzQVoAhxijFSFaaRQAw+lMINSY5pGXNMCFiSKaG5FSFcDpUeNpoAmQ5NSCoEz26VOuPSgBOhxSkmjHOcUhznHagA3E9ahnAKn6VNjbUcgylAGNNHgmol4q7cRkAmqePmoAmj61dhqigwauw9KALajp9ak20xO1TAZNADNvrTSRnAqxspNi+lAEIGaUGpQoHajAHagBy8CoLufyo+akeQRgEnmsq8kLtljjHagDCuN0uoop7cmtqAYj+tZVrH51282MhTitdQFAFBKH98U7Zmm/x1OgBoKFiJHFWUyaiCc5qVAQaQEmCOacpOaULxzSgAUXAVSQKXeaABt6UYouAhJJpDu207HJppyDQBE+cV5r46m83XreDBGyHcW/GvSypdtteN+INUe68U6kNuVSQRIf7uBz9aqImVPKjuHLxqd6dSvDfjUizbYNskr7ScKR94+30qvGXyzI5J3c44J+tWlKMrO7KjoMgYz+lMQiwXSJgNulY/Ko6DNdpGhj+FdxHuaR1ucN9fMGa4m3kLzuY7wwzbeVlXj6g12KLNF8KLkzMJJPtWdyd/3gpMaZ1HiJQ2rw5/54j/0I0kAOFqTxAP8AibQf9cv6mm21Zll6IVMBzUScEVIrcmgBwUd6GFKCMc0HnpQBC/AqvIoPNWz0xULrwaAMyZdxNZ0vyNjtWtOAOgrKucg5pMDzb4woD4UtpDgt5+F/Kp/ghZLDoF9f8b55RGD7DrVP4zqV8M6aw6eaciuw+GFgtn4B00IMGXMjfjTA67JIpjDIqUio2HBoApTLzVGUda0pRkGqMg+UmkBY05xvA966WEfKK5G1YrOuK622O6NSetWtiSUDFHNP70UAN5op3akoASmsOKeeDikbpQBFigjjilA5pwAoAiK8Uxo6sEU0jIoAgUBeamjOabtFSLxxQA8oMcU0ripB2pCMk0AQkUwip9oqNl4oAoXCDacdaznUge9a0q8Gs+RRuxTAZHV2A8VTQc1aiOBQBdj5NWF61XiPHSrC9aAH0d6OaD70gE6NimtJjgdaRmJJA7d6gclTzzVICOZiTkmsi5kMhKr90d6tzyszYBqlckRRn1xQJk+nwqtqWxzmrICg55pmlDfp8DZ4cGrckahcCkBCFzzU0ZAOMUwZ4qYLmkMkWpU+9UKqRUi8GgCyDTsCol7YqYDJoAMcUYpcYFFADe9BHIp5HFNwStAyONQoLtwFXOa8I1CdG1O8LRlzJcPj1xmvaPEl6dN0C4mTrjGa8ShklclWRSHbcxYc49qqImIpkgUzRsHjJ5C9ala6Viqsv38NEkg6UQpFNIViXy8+nIA9ari+RnwpZ0RtiuRnJ70yS/JJaSNFG/MhOdy12iuI/hRcsit8tzgAHB/1griYraCOM3Dxqsi8Ag8flXY2JF38JZdx2Zu+S3/XQUmNHW+IDnV4B/0y/qaZAdtO8QkDVYPXyv8A2Y022x3rPqWX03N0FShMc1CkmOFyalBc8Kv50ATrGCBQY8N1pqq/c0ux89c0ANKZJqJ0I6VMQ47VGznowxQBQnUmsq6Xd0rdkA54zWbcICDx+VAHkXxonH9n6Tp4+/I+a9Q8P2YsfD2nWy/djt1B/KvPfiFpDax4s8OwgHEeWkPtkV6rGoSJUHQKB+lAARUTDipzUT0AVm7jFUJB8pFaLjqaozjmkBTTIkB9K6qxffEnPauVYYfNbukzZVRmrixG6BRjNJGRUgGaGA0gjvmkxT9uKQjFIBrCmn7tPNNYUxEfQ0oNI3A5pFNAEnUUm0Y6ULT8UARbaAvNPPTijtQAoNHekFHOaAA4zimFDTsc5o5oArSLniqMqDnmtR071VljBHSmBnAYbpVqLFRupDcU6Pr1oAuxDnrVoDmqcJq6gGKQATg1HksaeeuKMbRQBG2FHWqUrl2x2qxICW5zTNoB6UAU5ECcnrXF+LdaNjauVIAwcnPOK7G9k8pCxr56+I+uyXWsjT4JP4sPg/pTewdT3nQLjydE01TyHhV8n3FbgYOoNUtG03y/CtjDKPnS1jBPfOKpLNc2zbR8yg9DSA2/LBHApyoapQX0ZGGbBq2kyk5yCD70AWFjGMk80bCDSpIpHXFShge4oAaqgVIp5pN6AjkU7eqnqKdgHgcU7bUJuI16kfnUZv4gfvAn0FAy1tpM7e3FZsmpSscRRk00/aZW+d8egHFIDifijrjR/Z9GiIQzZeRieQO1cLbvtSMCRXZc8N3+lUNfmluPE2om4neRkuGRWboBnoKIp3QD5QVHAPpVJWJL04jaYOtx5LuuNp6Y9KhRpFjJAjSKPvt+9SnZJCirGrSDpntSoGt2EcgL7uq9QKYi1cutzaWiKGDkluP4vrXZxhF+DlzuOAJyePXeK4SdJI4oTHNhgTweorureTd8Hpy6/wDLzggDOf3gpMaOu8Rf8hWD18r/ANmNR2wG7LH8Kk8Rf8hSD18r/wBmNRW/bPX1rMs04+V4+UVMjAHuahjA781ZXr6UAPz7UueOlA5pw4GKAGj6GmsB/wDrqTmmuB6UwK0kSnqKozQ/3RmtFgScZ49KgKgGkwOLurEy+M4ZHGYxDwPTmurx2xVSS2J8QxylflEJz9au455pIBpXrUTrmpiajbp0pgVWHWqUw+atBh1qlKOc1LAoTDgmpdNn2TKMmmS9/Q1VhYxz+3rVR0EzuIJAxHpVteTmsTT7gNj5s1sxngc1bESkUhFKDmlqRkZFMPUVKwxTDjPSmBGee1RkYqU0088UANX3qTIxUYwOtP8AlNAgooOO1FAC4AFJTu1AAxQA3pRnNOwKNuDQAbQR0pjRgg8VP26UYHTvQBnyW2VzgVWaBgcAVslM/SmmNd3SgDMgRgcGruCFApzIFPTFKoJPSgAC8UEU4Clx7UAQMMZ4FROverDjJNQyAKMmgDm/Et2tpZSSMcbULZr5cikm1PxXHIFM0kt0CABnIzXu3xX1P7Focg8zBfKAVwXwR0g6h4slneFZIrZQxLDoabBH0zagGzhU4GEGR+A4pJLCJzyg+tU45/LJUnjJx7VbW7Uj71SNlSXR4yMheapvo7Jllzn2Nbizhh1qUFSaLiOZS0m3YZmXn1rUi04bcmVunrWg8auMEA+lNQFeKYzOk0/j5Xb86jXT3yNzMR9a2+MUhA9KOYCgllGByufrTvsiK3CgVaIx0pDyMEUXAqtFt6Co55Ut4JZXYKqKSSauNx2rjfiFdyWPhK4mVwjM20Z784poTPFrpzPd3E4Yfv55H69QWNKsEkJZSduBnHaoIUaKEzMnzdFPUVYSdSo8wtgY+WtCSSG6eGch492OpHUVdlLM8U0bbQOpHeq9tEshdplZiOQV71Ot1FGu26jYo33eOUqQL8/lzxq7DjqWxzXYojJ8IJxEQT9pyMf9dBXBAvIB5Lb1PbPP4V3tuRD8IrggfduuQf8AroKTGjq/EZ/4m0A/6Zf+zGorY/Nz0qTxIQNWhHfyf/ZjUcB+VazLNOLsM1ZXg1UjIyM+lWVbkZ7dKAJlPOKdnBqPcG5HWnhh3oAcORSNRlQvWkyCOtMBhAqMgA9KnIqJgc0AUzEFuWkByxQA0Y9aAP8AS5/qMfTFOJIoAYVFMOMVIc5NNIpAVZOhqhIcg1pyL1rLl+8akCpIMjpVNh89XSSSRVWQc/jVIC9p84jlUZrp7WYODzzXFRnY+R1zXQadc5xk1fQR0KnNPqvG1TjkVIA3IqMjNSE004FAEZFNI5qTqaY+aYEZ7+tAo5704CgQUDrSlcjFOVOMUMYdRinAYFKBinECkBGBzT8c5pQKXHFAABjmlIHXvRnim5yKAFyM96jdsHIpN2QaYBk0xBks3PSpB1pFXnGOKkAGaBgBSkcUp4o5zxQBEy4GarXOADyPSr56cisfVJQi47nNMlngvxq1BZLi1sgx3Fi5HoBWr8DYJbXS9Tv24SZgikd+K4j4p3YuPG1woYERRhPoa9Y+FekTQ+BrJNhHnOZGbH8PapbK6HYLqL8rsLgdxUiXcrt8sDVrx2kUUapHEOB19amWAcYFIDKSe53DED1bF1Mv3oZB+FaCx45B5qZTjjJ/GmKxmreA9XI+oqZLxO7VeaNWGSin8KYbWEjmNT+FAyEXkf8AeFOFyh/jFMl063ccR4+lUJtLKg+UxU/WqQGqrhjjINKDk9a5aU6haPgszL2pYtXmHD5B96VtRHUnBryr4w3ObPTrEvgSvuI+ld/BqCSJhn5IryP4lXLXXivyQPMWCEAr/dzVIGcpE5EAjT5CDyTyDToUTzSXIIA5waqPE6kujBUPQE1NEgN0BNxCoDKf9qqJLohkjA8gsWT+HOCfaplllUxieM72OXyOg9DUcGBJJPcMSIv9We5NXIUeSHLSq6N8xLHnntQBHJFGzIdmwsflweld6Y2T4Q3KsdxNz2/66CuFMKoy8kN12n0rtVcx/B65aJul31P/AF0Wkxo6vxMca1B/1w/9mNRwk7gp6DnNP8Uc61bnP/LAcf8AAjWRqGt22jW6liJJ3+5EpyTWLdi1qzpfOSNCZZERAOpOKpzeI7CEBY2a4Ydowa4Sa8utVlEl6/y9VhXgCrsJ24CgLj+7xWUqttjaNK+51A8VyMf3VgOO7OBSHxLfN/ywhA/3v/rVhKR17+1SqOOtZe1ZfskbK+J7tT89pEw9mqzD4mt3bE8EkJ9Qdw/Suex360YwCOSDTVVidPsdrBeW90geCZZO2M8/lU3JPTviuFiMkE/2i3cJJ0I6A10mk619uBWaPy5k4IzkGuiM7mMotFnO68uB2DDP5U8iozt+0TMpzubPFO3DHWquSIetIVpevNBoAhYZzVGWP5jWkRkVWkXk8UrAZDRkMeOKrSxEAn0Na7xk9qrSwkoRTAyCcHPrVuxnCSLk96rSxMh5qNCVaqTEdrZXAckVopyM5rktLvAs+0nNdTCwOKAJWqNhUh6CmNzSAQUhGTRg0oXimAwjmlC1IAMc0oGRSARRTwKAKXFACYpQOKXqOaTOBxQAcCgmmkg/WkY8daAFyKid+tMZsUgGTQAoyx9qlRcChB7U8CmIF4py+9AFL+FAxDyaevBzQqc807AGaQCPjvXL6pcBroE9E5Nb95IETJI6V5z4v12LStHu7l2w0ilU5oFa589+IJDq3jG98s7muLkovvzgV9S6Ls0rRLLT4ssYoVVsfSvnX4baE3iLxepaJ5FiJm3AdDnvX01aaPDA7vJKzyNwQOgoZQ9JriRvlRAPUmrK/agvHlN9DSrYoGGCamW2C9KAGCeZPvwNj1FTrcoxHY+9ORXQ8Eke9Dwxyg7htPqBQIlVge9P7VT8maEZQ7196clyhbaSQfQ0AWsk1G4Bpw+YU00AVrmHcpxWHfWYxnjPrXRuOOazr5cJkCqQjACeVLucgKoySTXjmu6kt5rd9eqxVJZSoJ744xXoXjrWBpmj+XFIBc3J2qD6eteXwo0tuVdVPv15qkIWB1mIV0LKvII71oMR5SqYBgn5cEc1nITA22AnIAVhjgH0q0IBMiT3KSbwCFEZ4piJS7QhnAKyN0jIzgURSGRRGTtEp3Mf7tISYsFZRIF42scEH3qYAOB5iFcnqBxmgCdZ5Eb/AEja7dEx129M128KRH4PXCg/Ibrgt3/eCuKeM5KRujbkOfUV2lpiP4NTeYuAtz0P/XQUmNHQeM7xLC/NzKMpHaBh9dzV5Tbzte30l/O+ZJu3ZB2xXbfFu9KTtar977GshPtvYf0rz7TZThcDjFctV6G9JanU2rNuXI7VqQA5JNZFm4JX1xWtA2K5DpLqkAVKvWokHTPSphjHFFhijpRSjPFOIppCY0/dOKILpbC981z8rrjHvSgdecVVkszeXttGT8qfMfc1pB2M5I6ixZmgDucbjmrdV4AFiCjscVYB46V1I52helOBJFMJ4GaeDntTEGOKhZctU55ppHSgCq6cmoHTg4FXiuSajMec0AZNxbb1zjmsua3dDXStDweKpXFuWHTPvQBi28jQzKx9a7LTbkTRZJ5rlZrcgdOe9bGiyjbg9qa1EdIGB4pCOOKijcEjBqYHOaAGlCDS4qTtTcUAIBQBSlsdqQHgmgB1GcU3dxQTQApPFN3ADmmu/NRNIOlAD2cVEz5PWmli3SnIhLdOaAHBSalVDwcU5YyCM1J26UANGemKcBilCmnqvHWgBgHenAdzS9KPWgAwc59qQsAvNL2HNQTuADk0AZOsXHG1TzXiXxcuvMt4YFbAUnIz1r13VJ8uW3AY9eleU6t4V1Dx3r6w2eFtbeT9/I3Tr0FAWOk+DPhqfQvDT6lcJtn1EhkBHSMdK9LUuDyKWzt4rOzt7SP7kEaxr9AOv6VaAUjFAxI5BxmrAINQiNalUcAUAPUUu2gdKMUCDO0fWoZoUmXngjuKlOKa3UH0oApObi1G4fvk9O4p0WowzjGeR1qwxzkgVl3tmC/mwHZIB+dAGm7qRxyKgdFkwnUHrWXa6o3meTKuGHXFU/E3iaDw7okt/Jkt92JAOSTTSEzxTxrqV3feK7pZNrRW7+VGPSqVtcx52BCrH7wHeqhke+v5r0t887tIwPbPajyvKOWyHPQ98VoSab+TIGDHBJ3bx2qypNvb25jmV1ZiMEfNWeZTDaiMMsgbk8cirUUkIEcakx7OeRkc+9AFiWAz3GWCwhTk56NUkKqkec4iByiY+8fXNMadIoRDKvPc561YiucR+XAg8uVMHP8ACPpQA1THMruoKSH7uTkV3UYkPwdnB5f7Rxn/AK6CuAi8y2VolB2Y5PYCu/s3DfB6c8SgXPGO/wC8FKQ0cv8AHHUZNP8AGtg+N0L6btdf+2j81ymk3AkWMg5TbkVuftDHHi7TB/1D/wD2o9cd4cufMijX0WuWrsdFM9DsZBketbVu2TXN2LfNW9aHLda5bnSa0eGGKmAxxVeLrVhTzQA4elO6CjHIpe9Mlsac4qzp8Ye7LHsMVXNWtO4larhuRI240G3mnHjgdKRG+WlIz3rpRzsaWwBSrJmmsOKYODTEWMg45p9VS5A69KkWYYpgSE9s0wr6GkMgpplwaAAhsHNQyKMc1OJN1RTDg4NNAZ8kYapbFRCxxSPkd6SN8e1NKwmbUMvFWUk7VlQyY71cilBoEXQ1OLVCG4pQc96QXHk5pM02jNAxS2CKjeTGcdaVj3qu4yc5oAGlbNN5Y0BMkcVKkRpgCKasInzUJHxUyptbrQAoWngADikxx1pV60gFwKXGOlFJnmgAPPNB4ozSN060ANdwoyKoXcoUZ71ZkOMVlalJtU460XA5bXr/AMmLhS7scKo7ntW94Y0htI0cBuJ7g+bM3ue1VNK0+O+vnu5l3RQnagPdvWulHzYzx7UhgqEjpx61MikChRjipVpgCkgU4AUuOKTFADsUpzjFJmgtQIQnimE8GnE5NMbpQMjY4XrVKaXA5qxKcDrWfMw2k+nP4U0IxryQjUIthxvGD9K80+JGupqV/a6dC3+jWozKfV66bx54hi0KJFQE3cyYiH933NeRRSSzebLK5lkdv3jE1aQmWEZUVHIBz90jtUu5JZcOcselMKmOIEIGTHTPSo42Qrn+En8qZJeigWUeYHZFDY571IMmXY0eQTjA+6BUCtLM3nI4XyxgIen1xV7SyVvD5rLgru+YZB+lAExhEgAjVnEQ5z1/GlS4XBdVIkCYG3pV2B4mhkSJgshbAB71DcWLLclceWn8Tp/KgAN5GLdFLZduWBHtXYWv/JFrna3lj7XkEf8AXQVxjwbIgJcNvGEJ4IFdrawhvgvcRAbsXXRv+ugpMaZx/wC0QVHi/TMnn+zx/wCjHrznwxPtumjznjI9q9A/aNOPGmlH/qHD/wBGPXl3h+bytXj9G4NYTV0awdmesWTgYIrfsmyetcxaPuA7V0NgeRzXE9zsWxvwfWrQHNVYBziraigQ8nFKpzSYJoHXimJi9TU9m2yZsiq/NJ5hSX7yg+hNaU9zOWx0cTAipe1Y8N24ABFXorncOa3TMGWTz2phBPanpIGzilY5X3piKzjGajDnIq0EyTSGEY4pgVXkIPWm/aPU1NJb8EiqcqbQeuaYE3n4HWmtOTxVNiwFJljjmmgJy2fpSfSogT61IpBxTEyxG3XmrcMhBHNU4wM/WrKKM8UwNCOQkZNSq+aooSKmVs96Qi1uxRuzzUAb3p6mgBxGeKasRzxVhEzzUoTnpQBCsfHPWpkUdKco55qTA9KBjSu3oc0mDnOKfTcc0gA8AGnDnpxSbaUUALSEe9GeKQkUAIenWmOTQx9KjJzQBFIx24HWsa8jkvLxbWNiCRlj6CtO6kMcRIUsfQdTUdnbiL945zK/J9h6UhklvBHbRJFH91R1Hc+tWRgkUiqCakA5oAfgU4CkXJp4pgKDxQvNGM9KTODgUCFOKQnikPWm5FACn1zUUjYHrTnPFV5GwuaYyvcMRxxis+eVVVmbhF5b6Dmn3spRCa4Tx94jbR9ENtEw+13mY155RccnFNIR5x4z1pvEviWSdjsWFfLjx0IFZkEpjBDAEdBtqCOUBQsq4LfxDtUghZcBZFC/3s1ZLNSOGN7ct5gLHoB2qAy+QfImgDd8gdTUFvK8M6/KDzx71ZdBPdOxkI4B5PAPpQIikTzPk3bG649qvRSGGFQ8fmD7oI7VR87e770w/TOKvwRvGBtfcMZIoA0ooYZ2DJJsKjlTUsV00Suu7kdM8q1ZgnVRskRj6kVcBUxLDGQg65PegGStI0sSvkbFPSu3t8t8HLgoSCbrr/20FcZZBXiZmCpg7cHpn3rumVYvhFcrtyouegP/AE0FJgjz/wDaKGfGel/9g7/2o9eQ2b+TqELjs1ev/tFf8jnpf/YO/wDaj145nDq3TDA1l0NFuetWLblQ+oBroLBj5nWuW0uXfaxkHPyiugsWw4wa4ZLU7IvQ6u2cE88VeQ8Vk2sm4gGtVB8oxSGSignFA6U1ulMlsA2evSrVppcGoRs8gIdTgMDzVEHBrc0Fv3UuD0ataRnPYqS6dd2K5iYTR/7YyabDcxvlZAYZB2bv9K6o/dHGR6VVn062uQS6Dd61tYxMpJJEJxyPWpo7nIwTVebS5rZiYJH2+h5qoLt432Txf8CHFMRtpKMZzzUqsDWWro6ZikBHucVIsrp1P4UwNPjPSmtCjg/KPyquk/vzVhJM96AKstkhBODVF7ZgeFrc3A8ZpjID1FMDC8krUgXpWm8C46VC0AHancRWUbepqdDxwaQxAim4CimBbjPvUgOelVFkPpUiuSKBFgCpFODiqyvxTvMoA0onGKmDDGay0lwPvVYjn4xmmBf6d6XdVUSAkc1KHGKkZNmkJpgcUpYUAO3GjdimZpcjbQMcTiombBprSDsaj3ZoAlLZFRlvfApGfC1BK7hVEa7iaAHsVLZ6nsfSpFVTyetVG+1qOERvapYpuP3i7GpAWlTbUgFMVuOMketSrg0wAU/qKQAc0ZwKAFBxSY5Jo+tNzg47UCBmppIFKSKidhQAO2VqlM+B1/8ArVJJJtU47Vl3l0iQs7MFVRliTgCmBma5qUVhp891NIojiUtknqewFeAajqE+tanJd3cpeR+mTwq+lbHjHxY/iS8e2iJSxtnOFU8SHPWuYhYEkng44qkJl0FgVVcH3xSxuu4h1AAPPoTUSSO23dgHpxTkX5zk5GckVVxFqNfNZmZgm3pUkarIsmXGR29aZFL5SllCknpnnFITGLdmc7HY9QKBE0EoLYZMDpmpXjEQMySHA7CqsT4i8uTnPQiprfywhzLtIP3TzmgC3HI2EULvR+WbuKvxKrLvLgyDgA8ECqMYicxnzNodsKBWm0SbgmxWGPvdxQBCBNGFXAdVJcjua7mCZm+DNw6ZBN3jnt+8WuGZpbYORIWDfdDdSPau5hIX4Lzs6BB9qBwP+ui0mNHF/tEj/is9L/7B3/tR68YbHJ9a9n/aJ/5HPTP+wd/7UevGn7gjtWRa3PR/D7htMhYc/KM10towDDmuS8LsDpSc9gK6WJgCB3JrkqKzOuGx09kxyOa24XyPauftGxjpWtbSL1Y8VBT0NEkEZB4phZMEswAHUk4xWJrPiGw0eJpL24WP5crBn53/AAry3xb48u9eghtbWN7SFD821sFvStY02zGU0j2Oa8socGW9towTj5pVH9a2/Dt/aSpKEureQFuCkgNfLkVtcXUmY4Jrj3UFsV3nhnTL6K3Im0y4hGflYcH+daRiomTlc+kFx0PUU0jnrXEaF4jj0nSIYNauDGyv5aTyH73oCa6611C2ukDwTxyKehVs1oItlcrVeWzglB3IM/SrG4FRgilBFAjBm0TcSUXHpg1T2X1plXUsgPeusJBB+Xmm7Uf7yg4pAc2t1bvgAmN+4arSFhjHI9jVm70pJsmPAz27VlPpl3btuj3DHoaaA0llB59KnWQNjJ5rOW6G3bPGVYdWqeKRGOY5A3HSncC6SuKaydM0wPkcino49c0rgMaIZ4FRmL2q2CM5pepqgKXk+1O8ojoKt7c9qXZimKxT2H0pAhq6E55FO8vOcCgChsYCnJlRVwR+ooKY7UXAgVznvUyuaQIc9KNpFIZNvAIwaXzPeoFXmloAnDn1pryjGAaiLgL71ETnmkwJDIAaQzD1qFunrVSeXkKuSx44pXAvGYOwRTnNTIgX7uT9arWULRRYZfmJyT6VfQYwMUANVM84qZFUrhhke9OUU4LnimBC8LL80Jx6ipElVsB/lYevepMYFMkiEiHPBHQ0wHnrkUnWo4nIGxuGH608nGc0CFzTT060hphI6ZoAHbA4NQO/ByaJDgdarO3J9B1pgRTy4U881498SvGdtdRDRNMuySW/0mRPbtmuz8d+IIdE0K5naTZNOhhtxnnJ/iH0r55VGUkyOSSCWOfvGmIsJiM4yMYwcUkcgYlTwO1NQZTgjnjmnOFbG1cY4PvTAlVSWAjJJFWnLAg4IbHNVlKMAq8H1FSlgCA6kgd6ALcKhyChAz94VYlkjEaqRnPTIqnb7VfejDaO1WXlGU3jdjp7VRI5ZN42kdOwobb91BtOOOKrvHiQupJB7jtUon2Oob5jnOcdqALFsxTYkqglTkMOgq7bXkQndZycnhMdDUBEbFthCB+gP+FTW8IV1YhcqeSvSgC3IEkmG5QVVcK2eldxEDL8FrhS2M3WMn/roK86SARGVyxZmYn2r0TT3CfBedpfmAu+3/XQUpDRx37RH/I56X/2Dv8A2o9eNsRtNeyftEf8jnpf/YO/9qPXjT9TxWZaO18HSCSykUn7ldM77JEwa47wO4D3UZPbNdRettQEcHIrlqrU6Kb0udNBcLGF5ycZrF8XeLDpNgbW1mBvph1Qg+Uvv71geKNWnstNjt4FkSZyN74xgf5zXM6Fpdzr+oNCJMADfNM/RFHUmrpwW7JqTb0RLp1jqPiC8fykkuZjy8jt8q+5J4Fd/wCGPAtvaSvNqCR6lKR8oGREh+vc/mK3dA0m1tLOO3somWyjOXdhhp29x6V0aupGAqqOygYA+npROpbYUab6lK00z7MMb440ByI4UAA/Gr5itioV4i3HUsTSbvYUu4HpWXM2a8qOUvPCd+byV7LU1kspjlrS5BIB9jzXMnwh430e6kfSbsCBmyqpPwPzr0/BJ9aMgdj+dWqlifZXOb0jxh440eMRatoc92qHmSMgkj8K6yw+KuiuAl/FeWUrHGyaE8fpUCsR91iv0p5kB/1sUcuRjLrk1SqkukddZ+JdGvgPs+pW0hPpIM/lWqro6kowYe3NeYX/AIf0bUrVkkslglfgTwcFT6159qP/AAnPgeVriC7mvdNQ/LIGJAH+16VpGSZm4tH0ftYcgU7Hr+teF6V+0AFjii1LSjxw7o3J967DTvjR4SvHSOS5e3z/AM9FPH41ViTv5LeGVTlFz61Tl0oEDyyuevHFVrLxh4d1F1Fpq9o7N0XzADWyhRwTG6n3BosBjm2vLdsk7l9KUTY+8pQ1skMAN3NRywoygFOvtSsBQSYHoQalWZScd6JbIZ+UY/CoPskyHINAFxZQfSnbgRwRVAiaM4KZpPOZTyjD8KLgaQYYpwYYrMF0vc/nUouVPQ5ouBfDDHSjOKprcADJp4uFPNFwLGaaeah+0Ke9L56Dg0XAlIApGZUHSoJLuMCqxukJzmi4E5IJprPgdarNcqT1qJ7lMHmgCd5hg4qOOe1tpRNduqA9AxxVY3Cb1ZjwOayNRVb+9aaUbkHCr2qZSSKjG51ltq+n3DFYruEnPTdzWmmHAIxz6V5w9jbt/wAsQuOm3irGl3V9os5aN2ubdvvQs3I+lSqhbp6HoijFPFZel6zbamuI8pMPvRN1Faa+netk00ZNNCg46008mnGmZ60CI5Iw4znDDoaYr+YgOcMvBFSMR3qtKHVxNH0/iX1oAm7daawGc0iupCsCDu9KCf4aAIXIJx3rE1jVbfT7KW6uJPKt4QSztwD7Vf1a9t9PsZp55liVFJZ2OMAV81eMvGtz4nvmUO66ajHy4s/eA6Ej3qgKXiLxJceItXku7kv5Aci3iPRF/wDris1SrkhSMYqPg98jripnVWjGRtNMQjOWkVSAFX0qxGy78549KrmMqQykfSngAjcD81MC1IqNhfx4pUkwwVuVHTFVx1GMnNWFmjYFXGxgOtAFhdu0oPlY85HepQxJCPknHFQKgVAytuGOaeCQpfcSo6Zpkl1WijwAcK3r60/MTrjaoIqmhOB5nzAcgd6ciCVmYybPY0AXFYI6nAKL0z3qUO7S7kBVMcrnrVZXCkAruCj86liCzR5wwGTwBQxlt5grKijKdWr0S3aN/gxOduxPtQ4H/XRa8w3gptYYK+nevRbZjF8Dbhl/5/M8/wDXValjSOW/aIx/wmWl/wDYPH/ox68ckTqa9j/aH/5HTS/+wcP/AEY9ePsOago0/CN2LfVSrdHXFdfq8rNYSmFgG25G48ZrzqNmhmWVOGU5GK6V9Yhu9LmiL7ZSgwD3NZyhd3LUrKxvXGtf8JtocWn7FjvoY9gXPD7ehH4Zq54O0Y2UZtHIZy4kuCBxx0WuYhsP7Mu7dmjYTiMHAONufWu+8OwraWeGfdJI25jUzlZDgrs62NvMIIb5ewxjA7VMBwfSqUDjB9c1bVuOTXOdCHEdKXGRxSbhT0XHNAw28daay1PtyOlDR7hwKuIEAftincdaidCjdOKQSdVJoauSTiTI4bj0qYTIVKOoeMjDKRnd7Vjybo2LI1L9t/dAnJJNCdhvY8+8SfCy6kvZ7rRJo5YZGLLA5wy+wqHwr8NJmv459bZY0jOfIX5mY+/tXolxfJGuwsfm5PtUemTLneDkkkZq1UexHsru5oz6LpNzZPZmwhjjZcB4Vwyn1BrkNF8Ja5ZX9zJH4mmht0kAhAYncPeuwedQjHdwvNOssG2Mh/iO6pdRop00zldV8f8AizwBqaQapHHfW02WSQZG4CtTTf2gtImbZf6ZPbDP3lYEflWT8Uom1HwhHcN/rLOYEf7rcV4syDCk9D0rog+ZHNJWZ9a6T8TPCOsuqQarEkhH3JvlrqIZra6j3288UqnoUINfEKpH6c+orY0PxJrHhydZtOvJAueY2Y7T+tVYk+yDF8oHU1E8PzcivC9D/aCngCQazpocDrLE3P5GvQdF+L/hLW1CfbWtJCeUnX+tKwHWPaq3Varyaep5HFXrHUbDUxusbqG4A67HzVgqFByCPqKVgMM2ki8AiomSdPTAreMCMM81E9iDyDxSsBz73Mqfwiq7ahIAcxZNb0ulq/O6oDo6/wB40rAYTagT1jwfao2v8r/q2/OtxtFiJ5b9KY2iRnjfx9KLMDAN8P7jj8ajN8oHR62brTLe1t2mmlwinB45J7Cn2lkqhZRGNzDgMOV+tFmBkI7lNxVwD6inAZHvXSxxZGCAR7io7jS4rgcDYfVazlBs0jJHPgE0AdT+tXZ9Olth03p/eHaq2OPes3Fo3UkyCSKTfHPbv5c6HKsO/wBa6zQ9aXUFMFwAl0g+ZCfve4rmSSvaqtwshkWW3k8udPut/SrhO2jJnC+qPSSeB0puaydC1pNVtmVxtuYvlmU+vr9K1GrpvdaHM00xrnnmo9208nrQz4z39qrM5YnH/wCqmIcjeTNjGY5Pu+1T3DpFbu8j7EQbi5+6orHu9SjhjZCctnK15r8RviVDNYXPh/TVZ5pk2z3IPyoO4Hqe1ArnHfE34g/8JHeTabYZWwibaZFOPMNedKwduDz3FWf7MLElWOO2ahbTrmMlioI+tMZMsinA7ipg56kZFZ6lo2+dCPerMUw3ep+tO4i4hHOOp6Zp52MgIOD3qsbgdCooWRWI5OKLgWlYqfapI2BVgRnPeoHbkAcjFWbaRJSAwxigTJYwYSFQ7lPWp8bwVJxzmiOEgHZ8wzUqyNC6hwpJ7VQkINqSL0GRjNSwxjcd/T2qIqNxKkDP8J5FTQyywlmjK9OQe1AMejZYqBgdjVhfMMYRlPTqtQgRSOrOTGzf98mp0zEwkj5ReoJoGSwK7OgUqyAc5616Km3/AIUrdBxgfa8f+RFrzjIkZpVTDnsK9Dhyfgfcbsk/ax1/66rUsaOT/aG/5HTS/wDsHD/0Y9ePtXr/AO0R/wAjnpf/AGDh/wCjHryA9KgoYRTY3MUyOF3FWDYPQ4p54qN+FOKBHeaj4ls9ZggvmsfstxEix5Q8Pj/9dbWj6gWUR8DgECvNbSUtZODztdSBXV6VdGG4jz91un0rKojWDPR7S63ACtSKXIxXK28/luMdDW5a3AcCubqdC2NVWyKnjJxVON+KtRtxTGWUODUoAPOKhTkVYTpTQFaZc59aybh3jYsqnjrW1IoyzMelUbkwqN8jBUI5z1qwMU6gjEg8E9qqTXYCEZwR2qnqWs+F7e4aNtQeOcdflzzWHL4isWkJS7SQDjIGMik4ti5om9eXAkYkHjGKWzu2iwFOKxo9QR0PRkP3SDUgvooYi7uBtGSc0lBl80TfutSEdmxDZZ2CAfWt61l3QrGOAo5ry2PxDBqms2tra5MSP5jk9zXo9jMWAb1quW24k1Yl1nTINW0i40+VwBOmBjs3b9a8I1rRdQ0O5WC/g2sR8rjowHpX0GIw7Fv4qy/Evh608TaetlcPskgUmGfHKn3HpThUszGpC58+7ju5Wl8wddtdzd/CjxAkh+yvbXcePlcPtJ/Cufv/AAhr+nSbLnTZl9wOK35oswcZIxSyPyyc03bFnIVlNa1v4X1y6YeTps7Z9q1F+G3il4RKNPwPRmwaV0FmZmk+JtX0F9+m380B9ByDXf6R8efEFkgjv7eG9UfxDhq8+1DwprmnMPtenypzwcZFZb28qMQ8bgD1FO6YWZ9KaN8dPDF+qperNZTEgfOmVz9a9BsNf0vVYA9jfRzqem018REAY/rW1ovirWdBdZNOu2jVTnB5FAj7PZ15BzTdwNfPOl/H/VIVSPUtOguMdXUlSa7fTvjn4Xu9iXIuLRz1DLkD8aLAemtgjFQTSJDE0sjbUQZJrF07xjomqqps7+KXd0BODWNr3jXTzLcaTbyF5oP9bgZz9KnYaVzS86TVrqOS98uG2Q74bYH5mPYvWym1juzx7VwFq2rTu1w8aQQt08w5Zh9K2bbWbuww1zEGgPG9ef8A9VJSTLcGdeE96eqgjBqhZahBepvifJ29KvowIxVGdmO8tSpUjIPasu+0gsN9vjf/AHPX6VrDgc0yR0gieZztVRyR1pNXGpNbHGyPskeNvldThlPUGoC2MkjIqj458T6fosyXHlFruUfJGDww9T+tZvh7xPb+I45UCGK4iGWQ9/pXPKNmdMZXRsi7utMvP7Qsl3kjEsR/iWu507VItU0+K8i5WQYPsR1H51wjvknHTHSm6D4ng0C4fTLw4tZn3Qvj7pPUGtqUraGU0ehSPjGOKzbu527kjJ4HNXZ3xB5g53DKc8Edq828b+Mm0TdaWQD3cqfMzfwLW61MWZfibx1aQme1s2aW6yUEv8APevNGgYhpWbczksT/AHjT3hCIhJO6TJ+pJqy6AWwjzgjmgRQ2Mdp3Y9qHgkZMeYDmrUagycLuyOB6VKkZXqvTqSaAM37CNmGXc1Vn0tC+FQq9bqRliXdyGJ+QUrWu48Plu59KYHNTaXcpGCGBNVHjuLc/vU4FdRNB5RUK27J5PpRJp4uYMswYg4IpAc9Dco6/NwavWyguArAk1LPoCyOVhyOPyqt/Y97aOrRuGb+76U0DNuBnhyyg9OajklRm3zDgnqKrR6hPBEVuIeT6VWfUFlUqPlwc4NUSaakbt0bZ9AaljVmzGy4zyxrJS4IkVj09q0oboyD7/wAx9qGNItSLtKY+b29KVUlGWUkY7HoadEpmTfnDDrT4vMX5WII9RSuBNHdKSFljKOBwyV6LE4f4JTluR9rHT/rqtecgOq5YcZGK9BadR8DLyVxhVu/4f+uq0mNHK/tEf8jnpf8A2Dh/6MevICea9e/aJz/wmel/9g4f+jHrx/vUDGsaac0400j0oAIJjC5yMofvCtnTb9HYQhiXHKk9vasNsUkbtG6upwQeKTVxp2PVNIuzd2eTkOhwQa27O6aNxnpXB+GdUM0m1uC3DAV16HawY1xzjZnXCV0dXbz+ZHu7elXYJd2RXM2l95S4fpmtyzkD/MpBB6UDNqI8Yqyg4wDVOM4FW4+ooQxswGxs9cVlXNtbCxm1C6ZpFgjZ9v07fpWrcg4A74rhvG/iSPRvDd3Z9Z7oFVGeg/zmtY7kydkeKanfG/1O4unUAyuTgdhVfPTHGPSoSTjApVbAroscl9S3HeXMS7Y53UemaZJd3Mg2vO5U9s1CDkZpKVh3Ze0i8+w6pDN0GcN9K9t0O/jnRcHg4xXgoODXU+GPEk1pcxwTP8pPBJqJxvsa0520Z7rHJGASxwB1x1p8ZEuSm5Yz952HJ+lYOnaksuMkHPc1uR3KMBk5weB2rBo2TTLMeVIMZKBeF5pZnkYfvCH/AN4A01TvxjoKVxx0osyrIRDtAKYX2UAVIHmznzXz9aiUc4HBp4OODS1FZDmHmjEoWQf7a7v51WfS9OlJLafasfUxirgJAo2kA5pKTFyoxJ/CXh66OZtHtv8AgII/rWPcfC7wxcOzrb3MBPZJAQPzrtBggDApwHOatTYnBHmr/BvS9x2alchT0BQGmP8AB7T8YGqXGR/sCvTgF9KQrnsKftGRyI890v4W2FhMkp1O+fac4iOwfnXYQaPptrK0sNohkcZZ2+Zj9Sa0SgBzSEAHOSalzbKUENIPU/QUbMrt2jaeo7GnDBpUODUpsppFKS3nsP8AStOYgr96Mnhh7VraL4qgvkYS/u3jYK4I5UnsagJwDzXH6wBa63FcRzPArriXaPv+lbQl3MpQPXhKhjLl8KoyTXF+OPGcOh6asigNLJxBH/fPqaybXxPNpumXXnuZbaGMyrk8+wzXkniHxDd+I9R+1z4VcYjjHRRVzmkjOMdSHVtYu9b1N7q+YNK/QDoo9BUujazJoWqJfIRtA2SbumKzEXGcj5j3qQqNmWGR3rnbbdze1j2g3Udxbxzo2Y5FDAjiub8TND9hllnOCoJU5wc9qp+FtWkudNWwZk8+FggaQ4AXtXV3Pw5Goss9zqQmXqFX7n6VpTi2yJy0N3wtqt1eeFdP89/Nk8oAOR+VeReJlnbxRex3h3XG/IOeCO1e06ZpsdhapArkiMYAxwMV5t8SbGO0122vdpXz1wQO5rqWhzs49lEl0oJ4UflUrti3YxqDk7QTRDEdjMoHznqaVnCusATIB596BCbRHHGcY96sGORowzD5D3okAdx8pUDoMVOUmKx7mUJ/CvegCOIFhvZCQvQVHDGA0gRGJOSSx6VbuYzFah2YhnPAFQCEgoFUq3Vtx60ARx258vzGQMGOAB60qWjlxsyMHk/0qyt1uO0xBRjC47e9XooQkMZiO7ceCeue9AiuYfJBRUw7jqe1RpabSZBh3PbHStX7OrRu27LD7zf0pyOkafvkHzdAByBVIDGl01JSN8Q3Hr6VSuPDkLsXZcBfTvXVJaiRwsLbgBls9hT44I7lykZJVO/qaAOFk8OSqQ0MwKH+92qstteWjEvAWVc/MOld69lGJjCThU5LdjTHsA8RCAeWT9096GBxUGoKiksxBb0rXtXMkKlcOvdvStSTw1ZXDANHiQ9x2qpceGr7TC32WcPEOSDQgI33biFXcuM59K73yGl+BNzF1L3gz/39WvLTqskN2LdlIc9c16fbyy2XwJu5rg5Ivtwx6eauKTGjmv2if+R00v8A7B3/ALUevHzXqXx41nS9Y8W6dNpmpWd7ElhsZ7adZVVt7nBKk88ivKSyn+IfnUFDiaaeaAy9Nw/OkJU/xD86AEJphxTuOMMAT700gFvvD86AL+kXZtNQibsWANepxuJ4lkA4I4xXjoIB69D1r0Hwrrdp/ZJju72CKSN8ASyquRj3NY1Y31RrSlrqdJJ8sZLHjFaeh3eT5e7OOmazP7T0V4yG1awz05uE/wAaxrjVbO0nEtrqVp9FnU/1rJJm3Mrnq0TEgHPWr0LcZrhtF8YaVNZp9p1SyifHIe4Vf5mt+DxR4fC5OvaZ75vI+n50cr6BzROhmGQCPSvGfi9Zn7TZ3gB27ShI6Dn/AOvXpkvjTwrCoV9esHboQkysB+INcd411PQtf8NXItNW09pohxG1yisT1OAT83bp61pBO5NRqx4kRg9aTPB4qQhRnLDIqMD3GDW5zBS5pMdMkc0vbORQAuR3py5yCOCKj4HOaXeRQBsaf4g1LTZA0MzMv91jmu10T4jTvKIbtEQkgBjXmglOaXzcnpn61Lii1Jo+idP1ye6XfHCskfZ0Oa0odREmQ6lCOue1fOmm+INT0mXfY3UkPqob5T+Fel+D/iJJqFx9j1hIsBd3m4xx71m4s3hU5j0oMrLlTkeopynikiS3ngWe2ZXRuhQ5BowQeeKzZoyaM5608nPFRKKk71Ih3pTh0NGOKKQCig0dBQDmmhWEJGfekJzSlR1pGwFNADTyKTOKTPFNL89aYmOLdq5vxOvkRx3QiVwnDqR1FdCzAfWs/U0E9uyOMg8H3qhHI6rDazeGL65sSyeZbgmMHI+8P8K85iBKJkYwK9EsLSJPt0d5eLBYRhjtxlyccAVw1/EsN6wiDCNzuQN1waJaohbjFGPrRjt+lNDcA57Um4ljiobKJoHiEjRzE+XJ8rYOOexqlb+Jde0S4ltrPVriNY3IA35GO1TxI880cUa75HcYGOorM8QrHHrt3EpBCEKCPXFb0mZVD0fw58ZblXS21y1SZAQPtEYwfxrv/EGm2Hi7w4LyzkWQxqXjdTnHtXzKBzxXWeB/Flx4b1dFa6dLGU4ljz8pHfitrmRrxIygl32+UOUHc0QktH5xGCTxmiW4jeWZ4sFbiVnDHn5Sc0wSYO2MkoOit0zTEXIBG1zhi3AzmiVnQ+Yp3knCqRUYMasWXIcjr2pqNMV85256IBxQBaQOV3yKSxH/AHzUqszYUkOAPvU1LlZAY15O3LsRTbch12N1k4G3tQImjhik+8PLYcgjoTVuK3u8KzIAQeqnjFMSCTzAuw+UOCc55qxEJuPKB4OGXPaqAeN20krhM9B3PvSmNbiQkEhsYIPep5JoOF5VRTE/esXBGB3HagBi7gfKXOR/D6VJGy5ZY8pIeDjvSK5SRkcYkcfKx71NFGARwBIepNAD440kKIT8ufvVIyBMls9dq4/nTraJWzuIcKMYXg0pA3tuI2H7vsaGA37MEcMsvIGcDvUzxC4jZ5BtUdqiL/xFduB1qnNJLe7iZCIF+6RxuNSMz5tPg1S5LzQKIYzhXUYLV1eo2LR/Au+t7T94xuwyg84/erxWFLdYg8iEKAwwWxwK7C2P2b4QTkjJFz+f7wc03sB8q0UUVBQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABTu1Np3agBM80uR6UBCaNpoAVTzXR+DJCPE9rGI1kSQ7GRhwRXPRxO7hVUsx/hAya9E+HvhLU31hNSubd4IIgdpcY3HtxUyasXC9z0bSLKTTdSkS1dvsj8+XnhT7V0X3xuI5qG3thEo9T1qyPu4xXOdYKPapAtNGc5p4NSIXAxzSYGadmgkAUgEPFFIzfLUe/PFNIQ5jTGYYprE+tMLZqkhAxwOtRMe9OZxjpVd5cCiwrkpfmo5T8hOM0xZQxxikkcDjdTC5xviJVsLu21EqAokxJkZGPXFc74kWK5db+1Ba3LY8wDjJ613mt2iXlkysoYeh6V5xrOuTxJDp1z5aWEMhxGgxnPUmrSujOTsZY5U4HANIeOcZ9Pc+lRS3lrHKUR2YA/LjuKfLqsWnweYihrpuFDjIQev1qPZ3Yc6sX7zUj4es0EW06nOAWdhzEnoBXIO3mSGSRiXflifWlmuJrudppnLyMcksc0eWTgkV0RjZGUpXEAxyDSjtwD9acBjtRgdx+FMRu6HfNs+yuNyocqT1xXQo8fljbgv9/HauFikmt5BJExBXof6V12nXEM8CykghFzs77qYmaJkLIqxpmTvxVhYdkZklXOPu89Kql2MR2Nhs9B1p0HmKwaZiFHRSaaESKUijIzjfxzWlbCL/V7Qsh+4faqajzZsldyL0XHBqzCoQM3IlzgAnp9KqwieKeaNmRsqAeAe9XBPFGCYzsf+L3qHZ5gVZJN3PJ70skPmOz5DIp+WgC0TBdAtyu1euO9ENu0MYeXK+YflUfxU22gYMDIxGDlkPerMztcSqy8Rx8KPSgBRCqzCSX5weAf7tRzDDlX5H8PvT8yoCeHjNT2yx+W0k2Tg/Lkc0rgRpAUgG4lc9T6UkUxZnVUDIBtyaVmkZpC7bQ/GPaoZInfZbxH5Ry0g6oPrSuMkhc3MkvnkLAnCH+9VF7omSO2C7EboAOBVq6uEt1NtAFZsfIvqaprHPKwVvl3cuf7v0oAc6qhMTHC9hiuzbd/wp643DOLnjHp5grjZv3xwg3KDtz7V2cCk/CC4VDuP2nA/7+ChsZ8q0UUVIwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACr+k6Vd6xqENlZx75pW2gdh9aoV9O+C/hhpY0TQtetrp7eafTInkQRghneNST19TQB5hB4G0DRJv+Kl12DcBkwWh3Mfataz8FeDfE19G2iz3EaQj9/bTHEjD1FdtP8C7GS+knPiK4VnbJX7Kp5785rR0b4PafpWq218utXMzxHcFEITJ9znp7UAUNK8I6Fo//Hhp8e//AJ6yDc1bKpt7fTHQfhXU3GhwXEzOt0UBABVY8D61D/wjkH/P63/fuueUJNnRGpFI504xSA10Y8Nw/wDP8/8A37o/4RqD/n+f/v3RySK9rE53djuKXd05FdD/AMI1DjH25/8Av3Sf8IxB/wA/z/8AfulyMXtYnPFufvUM4APNdAfDEB/5f5B/2zpv/CLQEH/iYSf9+6fIxe1Rzhk7A03d710f/CJ2/wD0EJP+/dH/AAiEOf8AkIP/AN+v/r0+Rh7VHMM4yTmo2kUDrXUnwdCR/wAhF/8Av1/9eoX8DxN/zE5B/wBsR/jRyMXtEcjLcAnG79agaUnv3rr2+H8RzjV5Rn/piP8AGov+FcQ/9Bmb/vyP8afIxc6OSa6AXAIzUDXwQctXZn4cQf8AQZmH/bAf41BN8MYXz/xPJlz/ANO4P9aORhzo4a81eKO3cvIFUdSeleVa1rdrd6vKxiWWDoPevctS+B6akuyXxVdLF/cW0XB/8erM/wCGb9P/AOhmuf8AwEX/AOKrSMbESlc8NuLq1Qb7FXRyMYYZqqsbSvvkySe5r30fs46eP+ZmuP8AwDX/AOKp4/Z2sRx/wk9zx/06L/8AFVRB4MsYHpSnGcV71/wz1Yf9DPc/+Ai/40p/Z50//oZrn/wFX/GgDwM00qD1r33/AIZ5sP8AoZrn/wABV/xoP7PGn5/5Ge5/8BF/xoA8ABKnk5FX9IYpq0IyRHI2G9K9uP7Otgf+Zmuf/ARf/iqVf2drJCCvie5BHI/0Rf8A4qgDzhwTOWwFz0wamjE+15Awdei7uteqj4K2gXB8QzE7dufso/xqeL4N2ceca9Of+3cf41RJ5ZbeYuS5JIwQB3q/A6vKVU5ZuSG6ivRv+FPWbDH9vT/+A4/xq0fhTZ+SE/tiUH+8IBn+dPmCx53HCZCQqkZ+6SfvVLM0XKx9EHQdM9816Ovw0t1iVBrE21Rx+5HH60D4Z2nlsn9qy4JBz5I4/WjmQWPPlRLsEncFx97POamtz5eI5B+7Bwp9PrXfN8N7RlUHVJfl/wCmI/xp4+HdqqMv9pylT/0xH+NK4WOISDzJCsf+rHIx/OpWIEjbvmQDjjvXbJ4CtY0CJqkqj/rl1/Wj/hX9sRg6lKR3HlDn9aLhY8/nmihhVmRpXJxGg7mq8jmyt0OcGRsyj39PpXoo8AQibzRq8ozwo8gfL+tV5PhnBNM7trMpLdjAMD9aLhY86WUIu5iqszccdqk+SNw5Y4bjGepr0FvhlZu0bNqkpMf/AExHP606T4bWztk6vKPQeQOP1ouM84EqRO6uMEk7VB6V2UEhj+Dtw5bJ+09R/wBdBWm/wxtJAQdVl3Hv5I/xpfEOixaL8M7qwiuGnUSq/mFdp5cdqQH/2Q==", "path": "001044.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.
001045
Men Tshirts
{ "bytes": 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95CMMPwqyo+YmsAaKIZ47q2QJNGc8cBvUfSt2GaNlXPynurcc1lNR3idEU4rUmAyT9KYvAFOLKCTkZxxzTVPygYrMofQD0xQAaKLiaRq6Zr9/pbDypi0feN+RXYab4zsbrCXSm3f1blT+NedDIpcjGa6qOMqU9E9DzMTllGvraz7o9pjlSRAyMGUjIIPWsnWPFOkaGhN/eRxsBxGDlz+FecjW9VtdHuLPT5wsjr+7L9U9dv1rzS6ac3UhuTI0+fnMmSxPv617FHFRqxutzx4ZNLnam9D0bXvi1dXKNDpFt9nU/wDLeXBYj2HavPLy+ur+dp7y4knlY5LOxNVfy/ClwMVbk3uexRwdKirRQjHA96jQ53/hTmBwcUkIwHB70jpJjjaPpVbeFfirSr8opjxAjoM0DcSSN2yrq2GByCOxr0zw1q66hY5bHmocSL7+v0NeVxlo2x3rRs9Tk0qdbiKYRt0wejj0PrWc4c3qc2JoKrDzR7Ih2sCD1qzjBwea4/R/GOm3VsHupxayg8pJ39x7V0dhrWn6mzGzuUlaPG8AEdfrXM4tbnjzozjui8FyelOCcVOjxlcnFRSSbm+XpU2MStNlevOepz0rm/EeorZafJMCPNb5Ix6H/PNdHdFEt5JJGAVFLEnsK8j1rXY9Wvt6sEhXKxoWGfr+NaQjzM68LR55XexnEFmyTyep9/Wo3HGM8elSMccVExb0rrPesraAg4xnrSSDMbr2pUBzmkYkI+e/FAiGFuMH8qsxTzW8qzQSvHKpyGViCD9arohBIFSZoIcU1ZnoXh/4q6jY7IdUj+1wDjzBxIB/WvVND8UaRr0Iexu0du8Z4Zfwr5qA/wD11LDPNbzLNBK8UqdHjbBH5Vam1ueVicrpVNYaM+qQwNKTivENA+KmqWDRw6kgvLccFxxIB/I/pXsGl6ra6vYRXdnKJYZBkEdvY+hrRSTPCxGEqYd++tDRopoOehp1UcwUUUUAFI33T9KWkb7p+lAC0UUUANzSE4BJ6UuKxvEeprpmlO4P7x/kQZ7monNQi5MunB1JqEepyvibxKbtmtLV9sIO12HVj6VymSeabuy/J6knNSDpXzdarKpPmkfb4XDQw9PlihuKTbzmn4oNZHXcZik6U5jx0pPwpDTANSZyaQkZ5pQKBiHofpUao+0LvIx6f41MRQBQFyFYI1bO0FvU8mptg96UCng+1FyWyMrTCPlI9KmPvTAuSaENMhEaMd+35qcjNDOsqnlSDR93GKHIYccVV2Nq6sdY9/FFbfaGPy47dfwrj9V1Oe4uN2wSXD/6tM8Rr7/55pZbuT7NHD97afkX1PvUcMG3JJ3O3LN61tOpzHJh8JGk3J7le1sAkpnmPm3DdXPb6elX1iGOlSKuDTwDWLdzrcuwwR+lBjUjlQfqKfj3oqbk3IfJjH8C/kKkAAFKaMUDuIPrTsGjj0pQOO9ArjcUcU7HrQFOfagVxBx04+lVNR0u31SPEg8udfuTDqPY+oq6VptXCpKDuiZJSOAurOexuGt7hdrr09CPUe1Q85rutUsI9TsyhXM8YJibvn0/GuGwfukHI45r2aFZVY3MrdGIRx70wHa6++RT+tMcHKkdQa3HYniBMeOtIzxx/fcD9ar4dvvOefSnrGo5xmi4XfQinuSy/uIjn+8/So40Y5Mx3SD+I8ce1Wigzz37009R2I4NBPK73ZCWeM42/Lnr2ro/B+sCy1y3LNhJf3T5PUHp+tYTqHj2sSADkgdDTWUx7WXjHT/Gk1fQUoc0Wn1PfcsMjrjg+9PXI696yNC1QanoVrdMcuU2v/vDiqninxGND0omMj7ZMCsI9OxY/SuRR97Q+f8AZyc+Q5/x54mEjHRrOTKA/wCkOD1PZQf515pcWcckrMygn175qzPMUwPvyyHgHn/gRoijKoASWPUsfWuuMbHsQoxjFQSKkMU1uc288ij+6xyPyq2l5OOJ4gV7snH6VOIx9adsU5qjaNJx2Y6OWKQfI/4dKJeIz7kYqIwqecflxRswwyWI7ZNI1VyUAdc0mMdKUMenFHXigdgB5xSk5oAzRQFhOn+cV0PhXxZfeGbzdAxktXI82A9G9x6H3rnj+tHSmnbUxq0o1I8s1ofTei63Za5p6XdlIHRhyv8AEp9CK1K+bPDPiG70LUBLbSEAsA0eflf2/wDr9q+hNJ1K31fTob22fdHIuR6g+h9xW8ZXPlMdgnh5XWqZo0UlLVHCFI33T9KWkb7p+lAC0UUUANJxXmnjPUvtep+SjHy4RtPu3f8Awrv9Tu1s9PnnY/cQn8a8fuJWmmd35LEsT7mvNzCryxUF1PaybD89R1H0IM4b2qcDioCMjNSxnKDHevFZ9XJaEnIHammnduaYTQJCEHFN59acTSdTSKQgXLU/GBRjBFOOOlAmxnU0AUuBS0BcMUo5o4xzRkUEgRSKORQTSZI5xzQMjcfe+pqurcn09anctk5wB1qlO21VUEgucn/CqWprHYmijaVy23GePoPSrSxgZ9aW3O6JT0yM1KAPXNDM5S1sIB0oP0px9qTvUkDaKU0YNAxvFGKX8KWgdxtOFLikwKBXD60o69abS0AOJGaacUo449aGHFAkNQ7XBrk/ElgLa/8APQYiuPmGOzdxXU571FqNoNQ0uWDHzgb09ciunC1eSfkxVFbU4HGOPSg9aXByQRyOooxXtCG4pQKWlAoAXGRTGXPP51IKXjrimBEPSgD5fLPXqDTyPn9iKZKSEDDqvWkB1vgnVorK0voriTZFGpnAz6cMK5rWdXm1a/kvrkn5vlSMHovZfy7+5qkG3MWU8MOeaREMuHI4PCg9h6/jUqKvc5lSipua3YyKFmcyOR5h6n09qsqm2nKgAwAaftqzeMbDQKOPSnEY60mKChppMUp60uBQAigikOc47U7vR0oAbkCnZB6daaVyD6jmg8yL780CJFXJPrTXGBk0qcpn1JqOQ549KBPYI2weK9J+GniX7DqX9m3EmLe5PyFj92T/AOvXmo4q1bTvDKskZIdSCCOx9acXZ3OTE0VWpuDPqhTS9qw/C2sx65oVveKQX27JB6MOtbldB8dOLhJxe6FpG+6fpS0jfdP0oJFoNFIaAOR8c3Xl6fFAM/vHyR7D/wCvivOj1zXW+O5y2qxRfwpHn8Tn/CuR6HGa+fxsuaq/I+xyinyYdPuKfagEqpx2O6ikJw49CMVxnrWJt4ZdwHbNRM529aRGABU9v5VFI2OO+B/OgEtSwv8Aq85oD5+7yPWozkqATgCnIcGkDROo44o6mjcQtKKDINooxzTjSYoC40igDnpSkU4DigLjcD0xSCnEUgFAJkNxywXHWiOFJFy65560MN04Ax0zU0YxFj3plt2VkMMRQfKxxT0Jx0yaeWGMCkXGTikRdvcAPrSkUuR70n50CG0nPWn80YoAb1HTmjHHNOx3A/GigdxB1pCKToaXJxQA3j2oBGetITzTGbkY78UDsTqM81GzZJANKW2hVzyaQDAx60AhhyDUkTFXBzUZpVODVFNXRyOu2f2LV5QoxHJ86/j1rOxXUeKYd9tbXI6oxRj7GuYzXuYefPTTMUIQaOc07tSYBFbFBnNFKBx0pce1IBjYG0j1qOU5QrjrUr/d49R/OoJshwD9aBPYhHJWLjH8WP5VdXhfTFV4rfY/mHJJ/SrHJyev1pkxXccOaOaAw9CDS55pFiEHHrSYJHSnHGKPxoAjxS0pH1oxTATFIwp3A4NMY56UCYNxtPvg00jBB9ARTWb5SD1pXIA+hFAr6D2IRQB2AFRkZOPTk0pORuPrij1PqaQmJ709G+YUw0ooJZ6j8KNa8jUZdMkb93Ou9PZx1/Mfyr2Adc18yaHqD6dq1peIeYZVb6jPIr6WgkWWFHQ5DKCD6it4PQ+XzWjyVeddSbNDfdP0oob7p+lWeWFB6GlpD92gDynxdKsmv3BySFwp9sCsHNa3iJt2tXnP/LTj/P4VkD9a+Zru9Rn3eAjy0IryFGSp9R2oflMj6/jQpw4PrxQPkYr2PIrA7CF2x83bv9DUPm54P3kPPuKnxgle3UVSuAUzImeByPUf/WqkaJFm4uArBF5Y9PYetTxA4GW5rMikVr52JyNgYH1HPFX4TljTasQ9i51GKchyajzwMVJGcGoMnsSECkxxxRn5uvFKfaggTtQDxS57YpCMUDENBGeKSgcmmhjSP3/TooFPXC0g3bicDkCnc+gpgxr4J4AoT7uaXHcgUn04pMBc04c/hTVHrTwPQ0hMMe9BB9aPxpSfwoENOc8U3nvnNO9e9MJpjELUFhjimswx70wuenFBaQhbLYPSmsQHUDtzUVydo3A4pvmbigzyRTRoollWLsW7Z4qXoCahjPAx0x0qTOfYVJLQGkFBOabQNEGsx+doVwMZKgOPwNcaPpzXdTJ5mn3Cf3omH6Vwat8or1sC7wsYbNjyM80g4pfxo4BruGHGeTR3ozwaOaBjX4X8R/Oq5JeUe9Tv/qz7VHGAoBPUf1pEvclFLjazHimqcZOaQt83BpjH9ev6UD3zQuMUuaQB14FKOnajPFJ160ABP40080pAHemE0wELY70wtmlY49KjJ460EsH6ZzSMSU6jkimk5BBqEyYQ+oIoIcrFpgSUQehJp55bHpUcbjDP+Ap4Py/7RpDQh60vagntR0NAmTRNhl+tfRfgq9+3eEtOkJywiCH6rx/SvnFCMg+le5/Cqcy+FnjJ/wBVOyj6EA/1NaU9zxs4hempdjvKG+6fpQKG+6fpWx84LTHOENOqveOIrWVz0VDUydlccVd2PINUO7Uro9R5z4P41RB2sCaknfexfH3sn9aiIJFfMVHeTZ9/h42ppDnXHIpSA6f1p6HenuKZja2OxrM3uRMC3XqKqzZQZ7evoavMMjI69/eqsuB8rfdPSmjSLMW6mNhKHA/d9vp3X+o/EVtWsqyIrpyrDII71kX3kCCSO7BMK8tjqBWhYzxPCggAWJRhcelbS1jch/FY0c+lSKdi571XBwc1Kh3NWDJaLC8rnvTvSmjGKUH16UGQ4cUjYxSN603dTBC5OOKOaQU4cHrQMMjBxRnBOaDg5puPWgBc56UnegjFAANADlJzTicelMGB7UpIxSExe1GTTTTc+9Mdh5JwaiLenWnFsDmmHmgaEJ45phPvmgtg4qCZwkTOx2hQSSelG5qkMvG/dAZx82M1XhlEsxKcheM+grPkvUvwII3yoO5mXuPStG1UKoVABjoB0FW1Zalx1LyHoOlSg5+lRoh9PzqUDb05P8qzIbFPp370nFO24HNN6UEolQAxSD1U/wAq89X5RjrXocADHB6GvPXXZM69NrMP1NengHozGXxDhS00UZr0BjgT1IpDuyMGk/HilGOMUxjH+43c4pByOV7U9z2Hemn8aCQGPQflQyjd0x9KApApDx1pAKtOBwRTQcUmcnNMCTOaXPFMBFL1FIYE+9MY4oJpDjFAhjGoicCnOajPFBDY12xzVWRsnb6mn3MoSMk/Sq6t5rDHTrTOeck3YvxnecD/AFadPerSkAevpVWLnGOg4FWQD/j7UjaOwqjjnoOfxpMd/Wl+8dvQDmkznNBTHKeRXs/wgbOkX6+k4/8AQRXjC17D8HpB9i1GPuJEP5gj+laQ3PKzVf7Oz1Gkb7p+lFDfdP0rY+XENZXiGf7NoV3JkAiMgVq9q5rxvL5egOv991X9ayrvlptm2GjzVorzPMX4Pb/61NU4PXih+eetLjABr5ln6BBWQ5Dscjsaey8YphHA9T0qQNuXOOakH3IuhqvOAyEdxVhhwarSnjNCNImNcneyIybwXAZfUd6v20EUY/cDA9KrJ8+qoAeFVnP6f/Xq20cbNnlT6jitZPSw7X1LCnJ9asIQKpIMEAEtVocYHWoZDRZySKeucDH61ArHFSB+1IzaHk89RTeOtGaQnFIEhwOacO2aaDkZpR0BoJFPWk7UuM0h4amAE5FL93HegAYpBQAvUZoGcdqTnpRQAhJpucUre1NJPA7UFJAW4prHih6YTnigpIazc1R1JRLasjnCMMEetWZd38NVHhLPuZsnt7U473NEtDF0mILBtVdgDEfrXR2yBRxWNZqI5ZY89H4/GtqCtKruwhpAtgZ4FSqAKjQ+lSVgZMaeetMJp7Uz60ykSxHDjFcNqi+Tq92h4/ekj8ef612yHniuQ8UR+XrJcdJUV/6f0rvwMveaMKmjTKAYY45o5NRL061ICRXqCTH5AXHf0pA2ODTelLnNMoAcU4jjOabg0dMDpQIcCSaaR1zSgZpCKAGg844oPSkOc9KUnigAoLYFGOaaRikApNNPSkyKaTxxQS2NfiomanM3tUMj4HvQZSZUvgzhB/Dup1uhJ46VBcFmKk9AelXLfBNN7HLBXqNmhGoVcinYPQdTSKcqAKkA2j39aR3oQ4Hyj8aQkDil7ZNM6UAxw6+or1b4PTgXepQE8skbj8Nw/rXlA4ORXoHwnuvJ8VtCf+W1sw/Igj+tXDc83MI82Hke50N90/SkFK33T9K3Pkw7VxfxAkIsbZB0aXn8BXZngV578QLtXure1DfcBc/U9K5cY7UWd2Ww5sTE4rkmpFHFRKD71KD6V86z7lbD1PGPTpRjbSgUpANIRGT2NU58YNWnNU7g/KaaNYGbZndqk+ecRgfrWsYgR1rL0oZvbtiOdwA/IVrlfarqb2JixEVVOBUuORimLgdqlXoagGIOeBT196aD6CnDJ4zQSx2PfNL0oBzRSJFAp3PrTAc+tOHIzQIMnHWlzSUYyaZIvOPejjPWk9Rml7UAFBIpAc8Ck2896BjWGTSDNO6GigpMY54xioM4NTPmoiOKRpEQkHrUEpUDp0zUhGKhl4U4HJprcsyoeLkMf4xzW1D92spo2WePpwv9a04T8oq5glpYup0FSA1Ch4qYdKyMpDWphqRs1GRQCFHtXP8Ai2HclnMB03IT+v8AjW93zWd4hhM2iOwGTE4f8OhrqwsrVUZ1Vpc44MRxUinJqEZ61Ih4r2jJEpJoHYg03HHWnZAxxQUOYdDmjqKb945JoGexpgFKeRRgE9aVhigBmOaOlLnHajOOT0pAAzzTWyRSk/Wk5oEM4FRv061IxqNx8tBLIWNQvk1K3WmMopmLKdwvFWbfoKhnHy9P/r1LbjAHegxgrTNGKpsccVBFmps8dRSO1bDW9KaTUhUnoD+VJ5LHqcUAxozXR+CL37D4t02YnAMvln/gQI/qKwVhAIyxP0rW0EpBrlhKVGEuIyQf94VS3OfEw5qcl5H0uDmlb7p+lNTkA+ozTm+6fpXQfEjWOEJ6V4/r10dR1e5mJ434T6CvTPEN41jodzOuQ4XC47E8V5IX3c5G48nJrycyqWtBHv5HRvKVR+hAFKdSRUwOfQ0pOaaFBbPQ15J9QSAfnQ3SkBbtz7UMeOcikT1IZOlULs4U1ekIx1rLvSQpye2aqK1NlsU9Nn8uVyQfnPX8a21k3gVhWkeEXng81rQg8VpNLcziWVOTUq5xzTFUYzmpOtYjYo9qOQaQD2pwoEx45paSgn0zQSKDmnd6Rcd6XjNBLFxz7UnGaSg5NArC470dqTPGKU8DimAnINBJpuad2oGNPFIxwKVjjgUwnikUkNLZHvTT0o/Ggg4oNERmoZBzyKnI5qKT3NC3NLmfLIguAhOCQMe9X4QQBWPfMEvrcn3FbFsoMY+ZvzrepC0VLuSpXuWlqdahUH+9x9Kfk/3qwM5D2HHSozzTgPXNOBx0FBKdiMIxPSkuY2+wXOQD+6b5fXg1ODTwocNGf4wV/MVVN2kiZu6PMVGcVKAMUhQxuykfdJBoGDX0MTFDieOOtL1po60uaZYHPQU4Z9aAcqD3oFIB544FNOe9HWk70wDnHtQfSjNIeKQCd6COPej3FISRTEyJ+D1ppNPc89KiJ5pEMY1NPSnmmGmZyIGQOyJ/eYD8ziug8R+Hx4f8Rz6fsKwlElhyf4WUfybNYkS/6TCT/wA9E/8AQhXqnxjgxfaJcqgAaCRN+PvH5SB+WTVJaNnBOo44iMejPOVRQM4/WpxtwMAVChGOtSBscjge9SetdWJOaAM1Jb213eNstreWZj2jQmtq38Ga3MAXtRCvrK4B/Ic0m0ZSr04bswgQO9SxSFHBXOQcjHrXSx+Cnj/4+bxcj+GNc/qcVbXw7YQR52O7AdWbmp9ojlq42nZpanseiXw1HRrO7UELNErAH6Vot90/SqWkQRWulWsMCbIkiUKuegxV1vun6V1rY+RnbmdiKeFLiJo5VDIwwVIyDXmvjHQbbRvIubcPsmcr5Y6LxnivUD0rlPHkKvoSykZaKZSPx4rDEUo1I6o6MHialGouRnmitn7rH6EYpdxHWtvTUWRAHRWGeQRnFan9hWFwNxUxMe6NXjvCt/Cz6aGaJfGjkww+hpcjPX8q37jwrIBm2uEf/ZcYrPm0LUIc/wCjlsd0INYyoVI9Dsp42hPaRnnBHNZGrlRA2FFa8sE8ZIeKRT7qawtVlQbYy67mYAL3zURg09UdSqQa0Yy2XaiL02jFaUK5Peq0UfP41djHIwac2BMPpxSnGacRxSYA4zWRQDn1pRQCBTxjqKBNig8Yo2jHHWjigdaCWwUcc05sjGKTHGKRc5oEAPPWnc0mOeOtHXrQAox60YoIwOKB060xCYAo59aXg0HigLjSKa33ak7dKjagpEX8X1pSBml6mhj7UixhFQvkVMTwahc/LTRVzB1klJYiOvJzWtp9yJLdH6jArb0LQtO1yO5S/iLmMgoysVIpbrwzaaHcwpBLM0E5P+sOShHavQdPnoryPPljYQrOm9ymJFPrShwa2ovD8UuCLhgD6rV2LwvajBeaQ+wAFc6w02KeY0Uc0GJ6UK2WxkZ9K7JNA06FSfJLn/bbOake2t4lASGNfotWsJLqzmlmsfso48RTEcRSEfTFPZJbeKSYxD92hfBbrjtW7PhRjtnpWdctujkTrlSP0NaQw8E9TneOnM8rnlE08koXbvYtgHpzTBQQQ7Z7GnAd69NbHqR2uB6UmDTscZpBknjpQaCjkUufSg5pR70wHKvvSHABNHGKQ4JoAQDmlxQBzQSPWkAhBHWmkUp460nGaAIn69KjPWpXGaiagzYh61G3epDTTzQRIbEpM8X/AF0X+Yr6M8c6db33gsfaIVk8oxOCeq8gEg9uCa+eLdc3UI/6aJ/6EK+o9Ws/tvhi6tcZaS2IX67eP1rSK0Z4eaS5akGjyyw8J6HNEDJaE/SRh/WujsfC+hWmCmmwlhyGkBc/rWTok++FCT2ziuohfIFcybM6lSfcnASKPbEoRR2UYH5CqkpBUnqBVrIKkVUm6ECkzGL11Mu45JzWdIcg59DWlP8AKTxms2bJY1mtzToep6S2/SrRh0MS/wAquHofpWV4bk83QLJu3lAflWqeh+lenHY8qW7FPSuX8dSBdCVO7zIPyOa6g1w/j64wdPtuPmdn/IYqKrtBl0VeojD01NowOp5PtW9D90AgZrH09coMZI7k1rrgLxXBE9GerJWlGMAfjUJn5PIx6VFNLjjjP0qkXLPgmhyCMCW8uSI25xxXnetKZtWSXHAOM4/i6/yrtr+TbCfTHWuZvIibTS2I/wBa085PtlVH9awqO6bPSwekl5lYKE2qvSrCAikYAvjt2NABB5Nec3c+gLGeKTOe1MXjnNP3etSA5QKfj3po6Zp4PtQQxDilApD7UooEB5pMc0tHHpQAoNKSD2NC9elB9qBDSfY0DrS9RS8AUAIBz1ooB9aOvIoAQ/WmtjFLg0x+KCkM70HOOaQEfjQzZFBY05xURGeKkJpmeOlMtHQ+FG2m8HstaGuqJtP8wctCwkH+fpWR4fk2faj/ALtazOZwUbG1gVNerQ1pHzGN93EuQafMDF1rWWXIFcrY3BgcxN1U4NbkVwHXNVF9zCtDW5qs25eKqTHg5p0cqso9abKeKu5zJWM6cHBz9eayZmw2K2bjoQfwrDuAfM3f561C3Nonm1yu26lX0cj9ai6Grmprt1S5H/TQ1U611n0VP4UJilHWk96cODQaC44pDRn3paYBxjrSd80uaTvSAUNjNIfpS8U046ZoADSUDpmjBoAY3NRNU7CoGB5oIY0nim0GlHWgz3ZY0+LzdTs4wPvTIP8Ax4V9YIu2IL6DFfL/AIVg+0eLtIhPRrpa+oxytbU9j57OH+8ijyJIBp+t31keFinZV/3c5H6EV0Vu3yj6VR8aWpsvEsN30juogCf9peD+mKLS5BQfNXNNWlYzi+aCZrock1FPxn1pkcnPWnMcj3qGCWpnXAxWXNwSfU1rzDr3rHvuOlQtyz0Pwi27w9be24frW433T9K5vwO+7QMZ+7K3866Rvun6V6MPhR5dT4mKehrzPxdP9s8ViFT8tvEE/E8mvTK8n1OUN4o1IsefOIwBk4FY4h2ia4VXmX7VNqgAn+VXiTtAPJ9TVW0ZVAyct61YdgRgflmuS+h29SnJIzPjnGearxKzztnJGaLt9g3L/Cc0QN+7ZlJyxqGzdbFXWJAtvIQeik/pVDUY9kWkL2SxB/76bNP1x/LsJif7h/lUV9L50loR0jsoE/Hbn+tZVXamzuwcb1o+VymVAI9qUClYcCkGc15x7w4YIpTwOlAFLikA5T6UuME0gPrxSg0EC9aXGKQUueKBCZpck0lGDQA9evJoNIOBRQIPpRzSEmlXmgYnfOaUtxSGkNAATxUTHNPOcdKYQaCkNIwfWkJFB60jE+lBY0tTepoxz1oXrQNGpozFftHHpWpbN5iHtmsfTJApnB/iwK142EVsOOTXrYf+Gj5rMP47M67Gy+BHRlwfqKvQyFeR0rKv5SJ4yTzmtGIjyAfanLczWsNTVgmXirYbP0NYS3CoAc1o29wGHShMwnG2o+eMbep+prCuo3Xr93rmt2c5X2Pesi5JAxg4z3oCJ53rqbNYnOOGww/Ks7JJroPFcAS4glHVgVP4Vz3auuLuj3sNK9NC85pelNpeaZ0Cjk9aDwaQc0pHfPNACUZpeaQjNABux0oyCaQH8KD70AKPrxRgGinUAMOBUTVK1QtQTIjb2oHvQ3WnKPWgix0PgNA/jzRxj/ltn9K+mB0r5z+GkQl8fWHH3Fd/yFfRg6VtT2Pmc3f75ehzHjmw+2eH3nX/AFtqwlU+3Qj9f0rhLGYlAfxr1nUIRcadcwEZEkTLj6g14/pvMW09RwayrrVMwwsrxaN6GfdjNXQ+V4IPtWKrbW4NW4Jx0zkVznS0WZV+U46VkXi4bn7tbDEbc5FZt11bd0x+VSxo6jwFLu026jP8E3H4iutb7prgPBF0ItWuLcn/AFybh9RXfk5U/Su+k7xPMrxtNgeleSaiwXxPqRyFH2hvqa9bPSvH74q3ibUVJ5+0NjFZYn4TbCfEzVt337SBx2q0JBjavP1FVYEwgyTg9s81OysACQEAriOzqVrxAYzt61Vs5tqlT1q3cZ4yCC3Q1mE+XKSOh61LdjogrqxR8TuBp0vupqjYu0llC7Ek+WoyfYYpfE027T2X14p9qoS2jXGMIBj8K5q791I9XAR1bHt940DOKHHOaK4z1BRx0HNLz360oxRQIUfWjFJ70A0CHjgcUmTSA/hS0CFX3pc/hSCigQ4dOQaQ8UoPSjHNAhuc0vTgUuKXAxigBoGetIeO9LigjIoGMOaaeBzT++Saa5z2oKREfWmE+5p55pp47UGg2haG6UKMLTAtWXR29GrajZXhz1OKybJd1s59W4qzDKQoBNeth9KaPmMa715GZq0myeL3bFa1oGaLGeK53xBKUeMqefMX+Yrcsrny4j5nKgVUyYfDYZIfmWLPJatyyXZGCCOKw4V+0XDSY/3fatuI7FU/hUIVTYtk8ZBqjdrkEnHPFSuS3KONw9aq3MjbQr8N2NMwWhx/i47YIFPdyQfTiuV6/Sum8XMcWyZ7k81zGeOa6YbI9zBq1JB9Kd0poNOwcVZ1hgfhSfTil6UYHBpgKcmkpaaaQCGgdaKSgQ/tR1pAeKQ4xyKYxaiYcmn5GKYTSuSyI0oNB5PSjjFBB1Pw6uPs3jrTn6B3MZ/EV9IjpXytoNwbTWLW5Bx5c8bZ/GvqZCCgI6Hmtqex83nEbVVLyHHkV40Ea21e9t8fcndf1r2U15LrhW18XaghXAeQOPxFTWWhxYV2k0QzEq+W44NJp5Z2y3QnjBqLUpQQqK3zGrGnqUUDniuQ73sbA+7gg1WuIgw+WpC5K8Dn61XkmJUhkINSyUGhyG38R2JXODJtP416mfun6V5RpXz+ILIBs/vl4r1g/dNdmH+E4cV8Qh6V4b9p8/W7uZgQWmY/rXuTfdrwlGxqMyhBzK3P41OJ2ReD3Z1NoRsyX6+nJq0E5wFz7k5qjZOFUAL/AMCJrQU5XOD+PArjOt6Mhlj4J4yRzWXMnJrWk5kKjgY61nXK4DH0OKzkb0Wcj4iyI0wf4hxWin3R9Ky9dHmzxR5+84H61qr0P5Vy4haI9rBdRrdaUUMQGpQeK5T0AwaPegdc07FBLAnikUUuM96UYANABikA5pccUCgQtH40lGKAFFOpgHPTFOoEHNBzmgdKWgApM4oOfSkNAAelNfmncZprdM0DW5CcAnimE5FOJAJppPHSg1GtzxijOFpCaYW5qkFzV0/5rR8f3v6U2QFeAadpJJtps9AwpLk7eT2r1aPwI+ZxS/fyOd1ly8kS/wDTVP51tO/yhB0qstgLzT9QvG623lBf95n/AMBUsKF5FAq6i2FTd0/I2NPiwgPQ1sBMqcDkdcVStI8Ke/Jq8vDAZw2PzrNGFSV2QyR8eYo5H5CqVwyspbnoa0JnIQjOPY1iXb7M4T5QOuaZKOV8VA5tMknO7muc7c81veJpN01vH/dUmsIV1R2R7uD/AISEFKetHQ0dcmqOkOBS0lLigQppp+tPxTGIpjGkEmjHIpaaeaQh3NJ26UnNKOlACY4qM81IaYRzQJjOlJj2pxOKQGgkkhOxGf0IP5HNfU+jT/adFsp858yBGJ99or5WU/uWHqa+kvAFz9q8EaXITkiLYT9CRWtM8DOI6RkdKa8i8Vyf8VXfk/wlQPyr101414xJHiu/APVl/lSrbHl4X4zPtyZptxyTXR28fy9D7YrC0yIkrkd+tdFEoxtZiPSuNnoMRot3Tj1FQMx+6eoq67YA9T3/AKVm3RUEscg+gpEon8PQ7/FNoOoDF+PavUyflP0rzHwYBJ4pVs/cibj8K9OPQ/Su2gvdODEv3xD0rwmCQJqUwbIBlbk/WvdzXh+pjyPEd8gG1VmbAI6c+lRidjTBv3mb1o3yggfia0I3HbJb1IrLspA8YYjgdK1oT8mQST3J4FcSOyQ2UgKSfvd6zrogoT2I5NaEgBHI5PSsy8bbHjGARmpkaUtzh/EkhjmicHGHHNbiZ8se4HNc34qc5ix3auhgP+joT/dH8q5cQvdR7eB3Y45z7U7ccYxTTjijmuQ9EenPUUvSmoT3p7Y7UEMbg9acoOKTHvTlyAcDOe9AmIcAcCmg+1KRijNAw7UUUdaAFpfc0gpe1Agzz1pab+VKckdMYphYQnmj8hSU7PHSkAmcU1+e9O+ppjgYoGtyJutRtweOlSH3phGO1BoREnJ9KYeeQalZc8H9KZjtVIDW0bmCcZ/iFR3/AHHan6ODtmXPGRUWoMDuwa9Sh8CPnMZpWkO0+QJ4X1Xd/wAtLqKL8gWpNOUttkxnNZ8Ex/sV4xnD3btj1wiDP6mtjT41SCD0xgn2q6r1SMqa5Yt9zYtRjII4zUzMQeRxn8veoo0KyAZxnvTmIDcnAPH41Jg9WRXDlk+VsfUZrDupHWQrKVYH7rCtW5LKMBgp96xJ5SDh1HHUfjTW44o5PXpd+quozhAFAJ6VmAZqe9n+0X00vGGY4qD6V1JaH0NGPLBIOlLSc0ZpmgopTSA0E80AOpppRxQeaAG4pOlKT+dMOTQIMj0p3amgc07HFAxCajY09qiPWghiHrS9qTv1pT93FBIhOEHu1e//AAjuDP4HiQnJindPw4P9a+f3/wBWvPeva/grcb9Av7fPMd1ux7Mv/wBatKe54+axvRv5nqFeIa/P9q8WXrA5UzsB9BXtcziOGSQ9FUt+XNeCW7G51d5j1d3P60qz0PHwa1bN3Towqx47HmtngJ/eHpis20TEQ2+taAbKbgevOfQ+lch2sC6eWcdMVkX27BKj5v8AexxWhISMtjBxzjsax7x2JyT7fhQCN/4fIZNfnl/uw8j6mvSz90/SuD+HNscXt0VGGKoD+td4fun6V3UlaJ5td3mxe1eOeMoDb+MrgEEiYLIDj1FexnpXmXxNh2alYXA4Doys30OamurwKwztURn2H3FwwIHathHYxgkHHYHvXP6SwdFxwvr61vow4559a85HoyQ6Qc+pxtH41j37Z3Dt0rXaTq35YrCvn+R2x3NKRdLc4bxATNf20R6Fifyrfsm8yzhYHqgFc9fjztYiz0VSa3dO+W0iXH3R/WuXEPRHu4JWTZc4zjFKTwKXqOKbXId248GjdTKcTxQKwoNO5xTQQe9LQIPw/Ol59BTc80tABSUv0FID7UAKOtONN5oLUALR25ozkYoOcdaBCE47UdaSl/GgYdKY/Ip/UUw+lA0RnimHnrUh6000FjCKTbTmpDwnrTGaGlSKn2he/BH0qlettye1JYuVv9meGjNVtWmEUT57KTXqYZ3hY+dx0bVWyOHcNPtR2cySj6FyB+i11VkgNunGVIwK5+6ga1mtrUj5oLaBWHoxQM36sa6PT/8Aj1iYduCKufxGD/hIvR428844IqNtrKw67u3pTiNrkdKgaQAnnFI50UZ3yPLJII4zWLqEohsZpC3IUhSe9aV3Juk5GD/eHFc14guCLaOJWz5hyfwq4K7OijDmmonOc55pTSfd7UnJNdJ74vOMUmMc0HINLQAgyadSUZoAXtSH3pTSE+1AAaaTSnpTcD0oELk4ozxSYwelBNAXA1G3WpD0phGTQSxoHNI3SnHimEmgl7DWPyCvVvghMVvNWt88NHE4H0JH9a8qblF/GvS/gmf+Kh1H/r0H/oYq4bnl5iv9nkeyavL5WjXsn923c/8Ajprw7RwGuQT3FeyeK38vwpqLZx+4Irx7RQBcoPXiprs8bBrRs6eBcDg4qw6Lt5wDUYH7s5GCpzSPnG7PvXKzpK9xmMkocoeoHb3rJuXOcMVKnqB3Fad1IAvv61lMj3E8cK4LSEKv1PFC1Y3seneCLb7P4Zt2K4MpMmPqeK6Nvun6VXsrcWtlBAvSONV/IVYb7pr0oqyseTJ3dxe1cH8T4C+i2kwOPLnwffIxXeVy3j+3M/hC8IXcYtsn0ANTNXiyqTtNM840mTaRuJ46CuljAYL/AHq4/T5iXBH1/wDrV1VkSwx2A5968t7nryJpm2q3pjFY+oD90+OwzWrcgiMjHWsW/lBhYHuMCoZpSRx5QPqbcdFras/khA9CayLYCTVps4wuB+lbFuuFK+5rlr7nv4Ve4i2pG3g0wnmkA2jijqM1zHTYd+NANA4oz6UDDvTwwxTcE9BShe1BAE0vUUmAO1HegYvfNHTpR7UlAC59aN30pOKTv0oFYlA9qTjuKQE96CfyoEIcA9aU8Uw8mlz7UDFppz2pTSUDGsMCmHpTycdcUwkmgsaRkUh+4aU8UwtxVDEhby7hJscDj86iuLY6hqtvYDrcTJF+DMB/ImlGWjkGehBrV8N24u/G1mzcJDunY+gVTj9cV6OD1djwMz0XMM1KTz/E2oSDG37Syj/gJ2/0rWsD+5KYwK5+BxPNLODkSyPJ+ZJroLFT9lTcMljgVcneTOV6QSLUrl4t38QqhO2QQR7gjvV1mGGyM+orJu5WRBtOQpyKZkkVJpAybug6GuO1S6+0XzkfdT5B+HX9c1u6peeRZSkH5icKPrXJ9+tb0o6XPRwVPXnYuaBxR9KPwrU9IByaO9HNFAxKWigAigQZpKdxTT9aBgTTepp2BSYOelAgNJyaKSgVxTTD16078aawoExDTD0p2aaRxQSxsnQV6V8EmH/CR6gpPJtBj/vsV5o+OMmu++Ds3l+NmjHSS1cH8CD/AEq4bnm49XoSPXfHLlPBupY6lFX82FeVaYANrHtXpnxEk2+DrkA4Lui/+Pf/AFq81s8hkwMg9qivuePg17jOnSTGC3QjmoJyUHH1p+RnaRxjgVDPwoweK5WdFihdOAc9j39Ku+DrI33iaDI3RwgzNn24H61j3UhBK9ATxXefDm0xY3V+wH75wicdl6/qf0ralG8jGvLlgztx70rfdP0oob7p+ldx5gtUdWtReaVd2xH+siZf0q7SEBlwe9J6jWjPn2wYrhf4hwf6/rXX2Gdgy3WuX1CE2mv31vtxsuHAA44Jz/IiuksJGWFdxANeXNWZ7Kd4ouTEsrEjC8AVz2pD90SOnpW3cuTHxyuaw9Sb90cHoOayZvS3OY04Zvp2POWOK2oRhWPvWFp7lJS3Zsmt6JxtI71x1viPfw/wJEh70gx6Up5NFYHQGeKcPY03BpcEGgTJBQaTOKXOaCRKM80Z9qTvQMMelGc0nSlzTGJn1pwNNP1oGaQDuc9KXj/61NB7mlyKCROnSgUZFHA5zQMPxoOKTPHSkwe9ADW5xTWHvTz7VGRQUNYjGSKidsCpHPGKrycHHc1SQN6EiEEPt6kYrX8Pt9lsPEmotkeTZeSpHYv/APqFYkB/esO20k1qQ8eB78lsG81KKPjuEAYj+delg9G35HhZkr2j3ZVsExHGPQYro4W/0faOSvI/CsSxTDp2HetxQEkAHGDx+NM5ajC4kAUH1B/PtWLet8pZeh/Sr9zLtUg9Qcisa7mCrhiQvf6VSVyEjB1+4DyxxDrjcRWL+NT3M/2i5eU9CePpURxXWlZHt0IckEho+tLSgA0hAzx1pmwZ4pD2oPNKQMUCBeaOKUDikwKBh34pDTuM0mDQAgzSEe9LnFGeaBDfxoPtQeD0o4oENxQ1L2ppNAhhPNI3TNKaaxzxQSxjHIrufhDz47iPpbyfyFcL2rt/hCwHj2MHvbyAflVw3POx38GR6j8T5tvh22gHWW6X9ATXC2AwVJ9RXUfFK43TaTZr1zJKfwwB/M1zunoCT+FY4h+8eThVambO4ZUnoeKp3Lj7p69KnUkRFe4FZtzICc+341zm5SlLNJ5WMlvlUV7Ro9iunaTa2ij/AFcYB+vU/rXl/hSw/tPxNArAmK3/AHz/AEHQfnXr4FdtCNlc4MVO75RaG+6fpS0jfdP0roOQWiig0AeLePYHtvGVwwG0TIjrjv2P8ql06X9wCxPTnitn4oWeJdPvgDnDREj8x/I1zOl7nKRsrAHtnrXnV1aR62HlemjYm3CFGJ4PIFYupH92+ORXRXMXPJwMcCud1b7jADBxXLJHZQepzNoOEOMVsRHD+5rNUBWiIBCsK0VI3dK5Ku571DYsg0ZpoOacCCOlYHQKKcSaaKXvQAoPFO/GmjFFMQpNLSYooAO1JSnkUmKAF+goz+FJil6dqAAUuaTntSdKQDvwpM89aT0pfxoABz6UY9qTIo5NABj2qM4x+FPz2NQyHBzQMiduOtQHJPFSlQRk1G7qqnFWgaEtP+PkqenrV+RyNE0m2H8Tz3Lj3OFX9M1QswJHkweSMCrFgGmkLOc7RsX/AGQCf8T+ddtGXKmeRi4qT5uxs6fHuCDGQck1clzGfLP/AAE0tpFsCsvAOQfYUmpfuxG5PsfatkjzJSvIy76XKZ99rVz2t3ois9n/AC0k+Ue3vWxcuDhc8k5ri9VuftV/IwOUX5V+lbUonRhqfPPyRXB20paogaXNbnrXJN1IWFMzTfrQO5Lml3cYqKg0CuTZpCRjrUWTS7jQO5ISM9aQtUZNJnFAXJd1ITxUeTjrzSgnvQK4+kzSD6mk47UALnimtSimmgBpNMPWnseKjPAoJkxD0zXXfCpyvxEsfeOUH/vg1x7Hiun+Gkoh8facxOAWZc/VGFVHc8/Ga0mjv/Htz9q8aCHoLa3RfxOW/kRVaxiLLvXKlf1qld3Z1bX9Qvm6STsoz2VTtX9AK2bSNkQp0Y8iueo7yPMprlppEMkpBYEYPcelZN1JiTA4I5rR1D5JeP4hmqljYyarq0FpEPmdgCfQdz+VTGN3YpySVzu/h7pnkadLqEi/PcthD6oP/r/yrtar2ltHaW0VvEoEcahVA9KsV6EVyqx5E5c0mxaRvun6UtI33T9KokWiiigDkPiLHu8KyPtyUlRgcdOcf1rz/QR8jSynvwCea9O8axNN4P1JV5Ii3fkQf6V5VocvygY7cCuPErW56GEd4tHVPh48kZJFczrAB80Z7E106KTbg5+6M/U1zmsLtlIOeQRXFI9DD/EYDgCOLPOOKtpggGs95CSOOPersJOwHtXFUPoKC0LCninA0xfalH41gdJICadTAaUHmmId2paQfWnAUAHJpKdSGgQUUvPekwTQACg/nQBSkH1ApANJNJTsH1BoI9aAEzRmkxxSGmApNN3UhBNN2mgY4vk0xm3DFLtPpTCOtNDIn3VUn4Xk4q07YGMZNVZYyRuYEKO5q4kyTsLbMISWz0Gc1u6PZF7cPICFIzn3rAtkF1cxWydGOW9gK7u0RRCir90dq7KUerPFxs0vdQ5vlRFA4OBx6YqhqU/mQds5x+NaFyVSIgdR0rAuH65PyhsmtjzUupi6vdG1sXcH5/uKfc1x5PNbPiS6Et1HbKfufM31PT/PvWKF966oKyPWwkOWF+48EEUUAUuKo6xMUU7FLgZoGNAoI560+jYDzQA3b70EU/HrjFLhaAsREcU2pio7c03aKAsR0uKdgZpcUCsMoFOx7UEUANzz0pKdTTxQAxqjapGqMnigzkRt0q3o93Lp19DewHE0Misn1BzVOQ+lX9ItGvL6KEDClssc9BT2OSs9D0DRbZpIVd+AeST3J5roWfYdu08DIqG0hVbdIwMLjGaku/ljJGcgCuZnmN3M3U5FkZcc5zXR/DrT0ku7vUHGWjAiQ+mRk/0rkZ23EEnAAP4V6h4Isvsfhm3crh58yn8en6YrajG8rnNiZcsLHSDilpKWuw84KRvun6UtI33T9KAFooooAzNejaXw9qKIMs1tIAP+AmvGtFRliR/4j2r26+4sLnH/ADyb+RrxfRkxBA55U5Ga5MVsd2C6nUWhDDY3daxNet2jh80AkKTWpC58xCMZB2nntVnULcXELxdVkT8j2rjex3Qlyyued6tHbWupNBDJlCiuhJ65GadbMyDbww9DWVrqObh434kjRRgf7PGapWN5d27DbIJIx/DIM/rWtTAOceamdGHzeNKbp1Vt1OtR1b2qX6VQtr6OdcNGyMBk45FW0eNvuup+hry6mHqU37yPdpYuhWV4SuSgUuPakA9KcAfWseVm/MgAxTsehpFDY4I/GnYf2P0osxXQuKNue1OAfr0+oo+f+8KLCuNwaTBxntTsP68fSjDg4zx9KLMLiKBSkZoBb/Ipdzn0osAm0YoKnFH7yj5x1P6UwGbT0pdvvQS3rTd7e34UDFApcDuaj3kUFzSsP1HECo2VAc9KY7jHLjH1qrLPAv351H1aqVKT2JdSC3ZNJcRxjjGR61k3Vy0znJJ9B2xTbrU7RMhW3EdlBNTaFbzaveLIsO22jIZmY9T6Yrqp4adrtHHWx9GPuqV2b/hzSvLXz5Fw79fYeldKF8gADkjtT0jCwgphfX2qpLLIpI3bxwRXUlZWPEqTdSVyO7kD/Kp5IyawpnCtKzdBWncTK3nOMAha5vWJXTSnKKxeQY+UZxmrgrslWW7OQuZvtN1LKT99sj6dqaKDGyDLxyKO2UIpQVPeurlZ68K1PlsmGQDzTsj2pmx25VS/+6pNOCSd7eXPshp8rK+sUlvJDxj1FIevUUvksOtvMD/uGkYKg+dHX/eUijlZSxNJ7SQoYUE571GJYCPvr+dPDwd2X86VmUq0H1QdutKMetITGejD060o8vGQ4/OizD2sO4/6CkI9aT5f7w/OlyjYwwx9aLMr2sO43ikOc9KU7OzL+dISn94fnRYXtIdw4pAw9aaZIx1K/nTfOi7EUWZLrU1u0PLDNRs1O81DwOfwpdrv92Jz9ENPlkZvFUVvJERIIqJulXBbXLfdtpj/AMANKdOvXO3yCh/2+KfJLsYzxlBL40Zbsd2K7bwVpLNGbyT/AJacID6etc7YaDNeXcUbOuGfBUZJx3r1y0tIba1jEKD5VChcdMVnUvHQ4J4mNRe6yZQYlQYHQiqt0+5SF6gZqSSSQNhxjB7dKpyShhI+cYFYMyaM6OIz3AhUZMjiMfUnH9a9vtoVt7aKFBhEQKB7AV5V4Osmv/EVq23KQ5mc/Tp+pFetjrXXQVlc87FSvKwtLRRW5yhSN90/SlpG+6fpQAtFFFAEbqroysMqRgj1rxm+tl0nUriwVsrFOQhHp1A/WvaD3rxnxRHKPGd8rAgNIGHuMDmubEK8Trwb9+xp2OJGJOK1jgKMngc5rE0/CttDcCtXflcHiuFHoSRy3irRkl3XUUe5wMjH61w6RI5+X5W7rXsARXyrDI/mK888UaE9neNdW4Ihc5IH8Jrvwdaz5GcGMo8y51uUdPjmR2VGOQB0471qpaGZdzqCfcVmaTcSrKSw3cAHHpzXR2ZDcdm6V6b5WeWpzi9GZr2qqcAshx/A7D+tKto23/Xzg47ua0p41BbK4461F93JxkYqPYUpbxLWLrx2myl5Eqp8tzNn/eqpK1/FylzJj3A/wrUYAqSOlU5l/eYHTvntSWFov7KL+v4lfbZSfUblTtaZlOcZGP8ACq81zqbAvDqEhA7bV/wqeaEOMgjr1qt80bnGAAOnrVfU6H8qD+0cT/OytJf6sANt/J/3wp/pVU65rKSlDfFvYwp/hVieYFSoUKwPaslyRMWY5AGDSeDofyopZhif52dJFrF0tlJI90pcSBBlFGeBnGBTrnXrqKLzY5VZckHKVz3ntDpYDOgBmcnj5sAKoI9veqNxds6iIPlBjH+17ms1gqH8pr/aOJ/nZu2/irUpi7SMgRR/DF3qyPEN8cASKQTjiMVlRlbe1S3CkSscyHsB14oim+z4JG88HBpRwVC790JZliOX42dDFqN9KuRIf++BVpTqDEFrrYCM8Bf8KwodVn83AjBXb0NbVtcyXEanYBx6Vp9TofyoyeY4n+dlaT+1vtBUaixT0CKD/KnNbXLYMl5Ix92q43ySAyJ1HXFPKQtgsQP60LC0o7RRMsfiZfbZnrpyyMPMfdk9SS386d9jRSQAPbj/AAqzIR8oAAAAIp9naS3U47L3NE1TpxvYUJVa0lG5VstEa8mZXbZEfvkd/auz06yisrdIoU2Rr0A/rTrWyWJFUABR1z3q8WAGMCvJr1nUfkezQoqlG27JEZAuGzj0qjd7dpdT06mpWbis65kOSgPB5rA3SM15gYZBnqM1QnZhGgTPGCT/ACqe+VoopGUfw8VQtb1v9XKpIbrXfg6a+JnnY+rb3EaEEoNuqbCWBz+tTCJJCRswx9qmgji+zo45OOfWrzRKycYHvXpaHlc0u5kC1KN8uaf5cwIHPvVwp5bZIJ4pzDpj05p6Cu+5nzO6feiB981QlkjkJV1AHuOK2JU3BuAQKyZ0VgQo25qkkyeeRm3Onr5TPHGhUnJG0VWgigSQN5KA/wC6DV4u8AJ+bB7GmukcjhlxgnpnvVcqH7SXcq3DWxnLLEg3HptFS20Nu7wkQx58wZwo/wAKoXSrGSOQck+1OhnMdzbYPyvIvPuKlxVio1J33N+Mw7btTGnzMABtFZV3e2aJEjBfMMeOFHHP86gfU9l1M7SFoy2ScY3c8VnQR/2hf/3QoJ9PcUlBJFe0m3ua+U3TOwBVwuwEDj1qTYJ4yqKgH0FUAq+eSpYxknqfWr8U9pbRgs27nGAacYq1xSqTvZMrppiRyBisTc8ggf4VfSyjQFlSMYGcACrUUtrNGSm1ufTmp4YYwwAjU7qVkT7SXcrrGAntx92pAq4JGcg9aubfJXAjz61GS2CxX8KNBczIXZFX1PuKpb2e6VEjDseADV5yHbgYrS0/Tgh84r+8boT2Fc9asoI6cPQlVfkGiaQlgC3Bnb7zAdPaujiwEw3A/lUEaLFHhVwRSFyOua8qU3J3Z7cYKKsiO6ABLKeKxTKCjgnluK0bhyDgd6p2entf6rb2g485wu70HepSu7FN2V2dn8OdPdLSfUJEYedtjiJ7ovUj2z/Ku8xUFrbx2ltHbwqFjjUKqjsBU9ehGNlY8ec+eVxaKKKogKRvun6UtI33T9KAOA/4Xb8PP+hh/wDJK4/+N1k6h8dvC0d6kOm3lvcQ7d0lxcrcQqDnG1QsLMTjnkAe9fK1FAH12vxs+HxAJ1/BxyPsdwef+/deVt8QfDd5eQ3uo6tq1xfyW6PO7Kiwo5HMYURbsL0zn8a8YopSipKzKjJxd0e26L8QvDUE8T6jrF/5skbM4ig/0aE5OExs8wnHJIOOau2vxD8MpLDNfeJrqWSaZg8VvbMIbePLbeGj3uduM4bqeM4rwWis/YxNHXmz3uz+I/hrcLy+8RXJledlFrBbsIoo84VjmPcxxgn5h9Kq3PxF8L3t9J9u1e/Nq05jiis7cCNYxjEkm9NxyScKvTbz1rw6ihUorYTrSZ6lb+JvC1pfb5NV1GZZLkov2dBFHFCMDe+5GZicngelXh438NwX07SavfSW0cqx26WUARpFxkySGRTgdto5rx+it+ZmDgme5XPj7wp5jLDqrPFuyCbaQE/X5arP468LlSF1MgHqDBJ/8TXi1FV7Vk+yR7HL448NmMquoc44Igk/+JqgvjTRg7P/AGgQfQwvz+leV0VXtpC9lE9OfxppLEZuFIz18p/8KibxdpDK3+lEE/8ATJv8K82oo9vIPYxO9bxFpD5LXXPYeW/+FVG1zTGj2m459djf4VxtFHt5B7KJ3F14g0mXTVgjlZWSM4+U8uWyf4enHrUVvHvSFyAqFQVAGGcew/qa4yu70qVIrK1HlrkxLkgdTgdfU06blJjlaJqbBDbMSMswwo67R1zn1qvGvmtkjAxSli+Gdy2R0AxipbeWPYcg8cDiuhaGEnctJAAAw9OK1dOuGBXgcmqSvvjURxn05pYi0MgDg5oZJ0kq70BIDfWqMrxiPAXDqee9TW94pQKcZwcVn6gNkjAEjcM4FTcaQ6JfMwDnPaup0mzMMK7kIY8nNYvh2HzZDIRuEY5Brq4YmjIZs4PSvMxlW75EezgKKjHnfUmIOzPQelR8tyOlLPJhcn7tJHkxhsEAmuBnoWGs3GDVCf75PbFaEigr0rMusqM/hSGipPbGeym4JKjIrAjGDnHuK6qzYtFIp7cn9RXMTRhLiRRnapNelg5aWPKx8dbm/YMHhjwhDYGfetPbiPB5FZmkORbxjqD/AIVqMd0fp712nmWKzxksxBGB2JqBwQ5JGBVgLucg4NDltxGzcD7U7iZnzzEbhhSe3NUWZd3zjB9ua0Htg85wNo96pz20sbBtoYd60iSyrPGrqMMDWdKm18rkCprpZd3CMQT27VUME7PnawXHc8VTEind5CjJ4Y4JpbWPffRlnCKh3kn0A7fpUlxbvsGXHt3qGy2m8UMcYV+vPapk9Co7mde71vthkLIy7sqcg9eeKsafDIYym35pMcEfN9fpUkiBpBKcDc20NjO0DHQdv1qxA6QRZhy7vnJJqIttGsrIbcGOFmijOQDgepotodx3EjII/CowWaUfLuOO/QfjV2FpEVgVXGM4FX0sZmlpqxiUhhnnHBrYe0QrmPIbrnNY1icsOOCc10ce2SEHI/CpbFYpKZY1+YBsc5qGaTcSCD1zgVPOfLk2gYGM/Ws9WLS9/Sk3YqKu7F7T4RLc9MYHeuiQfJwDmqNtAIFVVGS3LHFaDPsjPrjtXj1p88rnv0KXJBITJbjrQzYGCOKbC24Njr60+VcrkisjYoT5DZ7VNoEnleI7B85zOq/nVe4yEOOlSaAN3iPTgf8An4Wqh8SIrfAz2NRzTqQUtegeOFFFFABSN90/SlpG+6fpQB8A0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV2VjNELG2VpIxiNc5b2FcbXQaPbxOVLxhvlXrWlJ2ZFRXR0sOzA2sr/Q1LHOkecD5s9BzVK5hjjkGxAv04pbcYkXFdKdzBo2Ir0bepUg/wAXFWgxky4buCKjiUKBgAdO1W41Hm9O9UQPSMt8yjDDjii5VypzkHGAanQfIPpT4SWuVU8jI4rOekWy6S5ppHSeHbEWtmiv/rGG560tSv7exiLSsAoGeTTbb5ImZeDjrXnHxEup1uLeFZWEblty+teMlzz1PobKEPQ6y21ZtWR3iwLfdlpOzY/hFb9s5aNVCgj0rwjTtRvLS+EdvcSRpn7qnj8q9m8IyPPpiPKxdmzknvRUjyip1VON7F+VjyFFUJyOO4xmtK5J3fhWPKx459azsbJj7T5jOQAF2An865u7P+mzepOTXS2n+on+n+NcvdE/bZa7ML8R5+N+E1tOLIgdfukDitlBlcjG2sbTSTDj/Zrah/1Y+ld6PKK5A8z5eKarsGxubgUyVj53XtQzHcee1AmiO4VkbeHb3rOvL0wsoc5Dd60Zz8prmteJFtE38Q71aYi3JK+35D8jd6qvJIW7c+1VIJXWAYYjJp5kfcDuOa0TICSPzFBI5/8Ar1iXdwlk3nyA5iJOAeue1bLM3lA57/1rmtUZnvSrHIBPBqZ7FQ3En1+1kDbC2c5CBTkHFS2lwJNp2SKexxxWPZxo1ySVBPWujslG6Lgcn0rKDdjSe5Ou4DCfMatQFvuONrDv61nxfJq2xeFJ6VvRIrk7gD9a0M7j4SoYZyOTyK0Yp5IyOQV6VkxcMV7Z6VfhOB+NQxonluElfODkDnFR28XnX6KoyM7j7CopyT+f+FXtL/4+n/3ayrytBnRho3qI6aKJQm716VnXGoRrOtvGd0jjP07A/T/CrNw7LZZBI+U15Q2pXieKpXW4cMZAmc/w+leZFXPclLlR61ZbUhEePrz3p0jAEhc1leH55Zs+Y5bDDr9K2Z+JR9TUtDT1M6bBC9wTU3h7D+JdPIXGJ6pzscdehrQ8Kf8AIzWf+8f5VUPiRnW+BnrQpajBOOtOya7jyR1FNyaMmgB1I33T9KTJppJ2nntQB//Z", "path": "001045.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.
001046
Men Tshirts
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", "path": "001046.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.
001047
Men Tshirts
{ "bytes": 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", "path": "001047.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.
001048
Men Tshirts
{ "bytes": 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", "path": "001048.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.
001049
Men Tshirts
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", "path": "001049.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.
001050
Men Tshirts
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", "path": "001050.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.
001051
Men Tshirts
{ "bytes": 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", "path": "001051.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.
001052
Men Tshirts
{ "bytes": 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", "path": "001052.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.
001053
Men Tshirts
{ "bytes": 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HooruPAVvGL+d3x5zRAqp7KT/APWrpdY8M6fqZ8yaII/OZEGDk1hOVmddON4Hj13bR2ZWaQllGAcDJ+lc/eT3t83mElVUkRxgHCL7V7jP4d09IVhWFfLC4AP+NZbeELEoUQEZPQ8jHpWasncuUG9Dx6xsVMyeYXJJ/gGc13LSXGm6elvo6yRTSZE8nUkEDAzXoel+EtNtZfO8lWlbqWGePb0ro4tAsZFZjCmSuBxQ3djUVFHzjeQzGVVuASEJPP6/U9K09ItVMSyXClYweB0zXoPinwpFDcRzRwnaxJOBxmsDVLS50+yWSW3O3tlSMfj9K0TRm4PoQLIlsDLdSoAGJAP8I7VFJouu3cVxdpYzNZxoJCygMApGcnHtg47Vb0PQlkjl1vX/ADYtNiAECMv+vkYZGPXA/X6V38ur28Phiwu7OSS1tI7kyTqDjdGo+6cdckgY7k0OdnYqNDmjzPY8bAxmmmns2XJAC85x6e1NNbnEV2+/inqMCkYZepUXFIBvemE8U9gd1J1oERbcc0IPmIqXtUQyG9qYEmMCkPSnGmmkB6pilpQKcBVDEApQKWikAAU4CgCnYoASlxS4pcUAJinAUClAoGJilxSiloATFUtX/wCQVPnuAP1FX8Vn62dulSe7KP1pS2HHdHISy7ETbyc81bsFEsgJ6VTAG7DAY6UXczQ2zCLIJ9K5WdaOx+zRHT5GM+WCHaM98VhaH451qXVorMiMxxkBBjBHqDXKRahqETYe2uzH2Mb5/Sp9K+zi+wZJbd3IYiRSGI/EU1EtNvY93s9Xn1aOSNoOISCJc9fUAelWmlCx5YVzWk63Z2kKpazpIH4aNmAbP9a2pJDcIgUEbuTntSe5L00Gm9hjulaY/IgJIz1P9e9YE8r3E7yyMWZjkk1JdsHupCDkA7R9BUOK3hG2pzVJ8zsNxRinYpMVoZiYpMU7FGKAG4pMU/FJigCKYfuJf9xv5V5yo+RfpXpEw/cS/wC438q85XHlj6UITGuMwP8A7pqtGflX0wKt4yjD1FU0+6B+FMAc7XB96S1BV5U9GzTphwre/NEIxcMfUCgCY9PoaeOUxTT94j1pyEAYoAicnP0pDkrnFEvDAj8aGYbRz0oAZ1NNdecjtShhSsRj8KAFK9CO9K3QGiNtyAHtRj5aQAKfAqE7pTiJRuc/7I/zj8aZ2qORPOtprcsVWVNrY9KANW0v7qy1iG6RvJkdxgkHG0nHA7jFekWHiC31N5rKVlhv7diskDHG7/aXPUfqK8Fg1rWvDjtZi4DW5BxDOglhYHuFbOD9MGtO58Vxa0UnvI/s91wDLGcp6ZwfmX8CaynG5vSnbc9rT94jc5CkiolXc4Irj/Dt1f2l3Pp0t4LgL83mBvMAPY5Gcg+tGseI9Z07eY7S3liAysi7uRWFnex1X0ueg2zKXCg5PeuitYyYsjpXh9l4v1N2R3nhhB65jI2+3vXYWvjG4FliO581scbUCj9eapJLcTfNsdf4j1+w8P6c91ebMDopGSx9BXnN7r0/jAQWxtfJhL72Denpiuc8UXOpaxrNm1xKGbO5YyfkRRyWb2A5Jrr/AAtHYiJZYT5jBstk7SR/SluaQiram1c21zc6XBbXt4JIYcGKMRKFTAwDjHoTUh8HQa54XawN6/2hGMlu7H5Vb0IHb/8AXV3xNbwXfg69vdJJinhTzA8ZIYbTllPvjNch4P8AFu2MZDmSBfnbORJ82Pz5/SrXczTuuRHn+paddaTqMtnewtFcRHa6H9CD3B9ar4r3zxZ4Xs/GmlR3EDJFqEa5hmPQj+43t/I14bqGn3Wl30tneQtDcRHDo3b39x71snc4pwcWUSPnzUq1G3WnJ0pkA/rUfepGHFNxweKBDTUZp5NRnrQA/PrTWPFKeRTDmgD1wCnYoAp2KYxuKUCnUYpgFKBRilApAGKdSU4UAJinAUYpwFACYpcUuKXFAxMVkeInC2CJnl5Bx9Af/rVqyyxwRNLLIsca9WY4ArkdU1dNUl2wKRBDkKx4Lk9TjsKio7Iumm5GZnIOOWHb1qHcJ3CA/NnjihpCsg+tR3OeJY+GrnOllqS2n2DYrEDngVteHPtDXKgQvtU8Fs/j1rL0rVZy4RoiwJxkCu90PULaMssoCHHORRqilLQuSadZSskj2sf2gdJAoyKvTXQtoQq/fxgVALtbmRVgUFv4m7AVHfjbKiZyQvJPU1UVeVmRUlpcp4oxS4orpOQbijFOxRQA3FGKdSYoASkxTqMUARTD9xJ/uN/KvN0H7tR7V6TMP3Ev+438q83j5jH0oEw6Gs8HDuB2atA8tzVN1C3Egx1GaYhZOUK0y3bL89cYpd2Rn8DTIvluSOmTQMtP99ffNNPDUSNh4/rj9KVsbc0gGv0zUBOOKsNgjOeKrN6elACoRuGaew4x70wY3A+tOkICEkgAd6AHLwcVJg1iXuupbtsgQStjlicAf41j3Wr3tzkNOwX+6nyigDqbi9trUfv5kT2zk/lWXP4iiU/6PEXP95+B+XWubJzRmkBoXGoyXkiNdKssanPlD5QR356j61o6P4fTxJqzWWkziAsDIkd43zBRjI3KMMR9B0rn91XtG1WbRtYtdRt+ZLeQOBn7w7j8QSPxpPYcWk9T3LTNCi8L+FpInkZ5GXy2lX5W27SOPTkk15hqj6toPlx/bLpomXdGxkJRlPcA8fl0r2P+0rXXfDlvdWuXhlTfnGeO+fQjofpXG+IlWKzFpc2izWsihlVui/7QPY/SsE2nqd0oqUTzyPxNdHAd9+OPnQGtvSPEdvMv2dkaK7JHlsCPLcY5Bz90+h6H2qvJ4FE0C3FhfphhkJKO/pkVQXwrPEd1zdRIysNqRgsWHrngCrcoNGUYzi9DpdVYTpBFGzG5mQG4OQQozlUGPwJ/Adq29I0PUP7Vs2hdlspOZWB6YHT8aoaLpMt1cphDyfSvTRZfY7LyFGJBHnP1rFO7OrZEMH9nwRBZp0U5x97FX1m0dI+Z4fxIyaw4razjfzJ5Yge+QM1Y+3aSTsjlilcdQmCR+VWS/I3rNlaZTZvtU9lOP0rifi5YFL7S784zPA0TcYJKHI/Rv0rv/DVorHz/ACmCn+8uK5L46iSDwxpl9D96G88sgjghkP8AVRVwMKz0seQMOtPA4zWMNRuDhpHUcZIC1ct9RRkUS/Lnow6VqchcIpDTsgjIII9RSGgCFhgmo2GKkk61G3T8aBDuopG4NOC8UpGOaAPWwKWgUYpjADmnYoFOAoATFLilxS4oATFKKntrOe8k8uCJpG74HT6ntXRWXhUfK95Nkf8APOP/ABpXGc3FFJM+yNGdj2UZNaUOg3sgBdViX/bPP5Cuwhs4LVNkEKxj2FKw7EZ/ClcLHNxaBFGQZZDJ7AYFR6lpFvNYXFvEDE8iFRIrYIPbBrflOQRtxWddDem78Gx/n8fzpPUaPH9VErSEXEju6HGHOcGs6L5VPvXYeMdGZ0OpWyk7R+/Qf+hj+v51xQmUqMGuZxaep1qSa0I5vvVMi74Peotu85NWIFI+U96YGt4d08ysxCg4PXuK7O20S22BpFYk9QHIBrJ8OqII2VRy/WurTEcQJ6mgY+1hWNQqIFUdhUIgN/rD2Q3RTsu+IyD5JlAGdrDow7qe3Iq9bDcM+taOlJv1WNQM7Azk+nGP60Rk1JWJmk4u5gaho13pyh5kBjJwHQ5GfQ+lUMV6k0SSqyOisjcFWGQawtR8K28ytJZnyZP7h+4f8K6UzkOKxRitKTQ9TjzmylIHdRn+VUXieJisiMrDswwaoCLFGKdijFADcUlOxRigCKYfuJP9xv5V5si4iWvSph+4k/3G/lXmy/dAoExGGJF981Uu1InQj0q0zYkX64qG7ONjehxTAgRcuVPcZpgP71G79DTgxM64/umkC4uAD6ZpASz58vPoQaewBX60MMxsPUURndEKAGgZQj0qKQDggexqZfvEetQXUyW8Lu54HT3NAFO9vVsh03MfurWBdX810T5j8Doo4AovrqS5lLv+A9BVLPNIBrMTyaYTSmkxQAUUYpaAE5pQaMUuKAPSPhXqztLd6JJNjzEM9uCcfMOHA+owfwNdd4js7iSyAkEplB2quwEAdgMV4haXM9ldxXVtK0U8TBkdeoNenWHxKtry2WPV43jlxhzGm5G9x3H0rOUX0OqjW5VysrQWV/ZPtmUiLOfLcfyq9aWH2y73lSFzwDzWXqHi+xKhYGklVfurjH6msVfGeqRShrYRRKONu3dn65rL2cmaOtBHselLDZzLHDGXlOMt2Wum1OMpaxAkCWRSM98ZrxXSPihc2TKbvTY7l1P3kkKE/Xg1paV48l1fx0NR1MrbRXFubSCFWJRe6g568559TTjTa3F7WLasdSmjRKXkMaGRjyWO4/rVqzslVl2BNpP8IHNckuqz3/iC7064uJbNbhfKgkV8bZAeh/3hkflXeWK/Zorb7VtabYFOxdq5HH4UWN3dHc6SAtlGoznHOa4z40Wv2j4dXL4z5NxDJ/49j/2auz04bIUwcgjrWT8QbP7f4A1uADLfZWcD3X5v6Vojjnqz5KOXKxD7zsBUuVe6kYf6uFeKhtjuuZJO0aEj6ngfzqS2G63uW9SB+taHOaFhOIIA8nLSHpWqeRXP2xFxc7mOIIBkn1NbMMpkzkYJGfpQA5xUeOcVK/App9fWgQ4DKikNCn5cUhzTA9bFOpAKdTGApwpBS4pAOFdFo3h1rhfPu12oRlI2yC3ucdBVDRrdJLkSyAFUPAPc12MVzkDmpbGTW9vDFEI4YljUdVAxg1Lj3pqv+8Vhj5uD/T/CpNyk4bipAZle386awB7CnvAjjI/OqckEyH5GFAxZYFb2qjNa4yyE89qlaaaPOQT+FRG9zkMv6UAYt1A0eflyCe39P8K4HXvCsTO1xpxWGUkloTwjfT+6f0+lepSyRSqQ2D9RWHqFmrglCee2P60WuNNrY8bZpbSXy7mNomzj5uh+h6Vt2sStsc9DW/eacuSHiV17qRnNNi0SynO0K8IP/PNiuKlw7Giq9zR0ragQ9BjrWt53myqAflXvVKx8PRnapvbogdF3AfnxXT6doOnwlSIPNYd5WL/oeKXIx+1QlgjzkLBGZB/e6KPqa6bT7JLNG5DSyHLv6+w9hSQx8ADgDoB2q2qMOn61UYJGcpuWhKKdTQuO5pcVRAoqpf6db6jAYp0z/dYfeU+xq5RQI891XRLnTW3MPMgJ4kUcfj6GsvFeqOiyIUdQysMEEZBFcXrHh6W0d7i1UyW/UqOqf4j3qkxnP4pMU/FJTAim/wBRJ/uN/KvNPXHYV6ZOP9Hl/wBxv5V5ipwPyoExkhwy/WorsExfiKmmHIPoaS4XdCaYFReLlfcYp8q/6RGR1xTJMKyPno4FSSnFzGfwoAsKuAQaihH3l9DUoPWmAbJfrQA1sq2R2rm9WuzcXLKD+7QkLj+dbupTeRayODhiNq/WuSkPJqQIX5qLHNSNSSKCgdfxoAiI5pMVIRk/hTcUAMxRin4pMUAJiiiigBwqRTios04GgCwDk9KXiog+KY0jOdq8D1oAn89I2AVd7noKmkdreIzSnM7DCjsootIEhHmOM/Wq0ha8uwo7n9KANR9RvZ7KOS6nZ5SAiMeGAHcnue2a9l8Kau+teE7O5nkL3MJaGZu5ZTwT9QQa8VuABKEH3UAUV1HgjxLHol3NbXhIsbkjcw/5ZuOA30xwfwqZLQ2p1LS1Z9GaHceZaIM5IrXmiSe3eORQ8bqVZT0IIwRXC6LqsMC5WRWVgCrA5BHYiuv03UEvEKg81CfQ0nHW58s+NPCz+D9f1Gw5a3Zle2cj70RyR+Ixg/SuZicx6dI3dpMD8q+lPi54PfxJ4bNzZx7tQsgZI1HWRP4l/qPp7183JCStpCQecyOP8/Sri7mE1Z3JraMrEkPQf6yU/wAhV0zlImCcyyfKi+vvVOecQL5YG6VzlgPWrtlB5X7yQ5mYdf7o9KoguHKRhSckADPrSfwU+XGweuKjX0pgPAoIpRxxS5yKBHrVOFJingUDAClAzRinxDMgFAGpaOIYQemBW/FiSyiuoTlG6+1c1G+OB0q/4Ov91zfaPMeP9ZFn07ioGb0VxuBGcZHr+VaQZbhFYdSM5rn5XNvcFCcMp+U+taNlcB7eNgcHkEfQ0gLLLJCcjlaUTBuG61IsgcYbmmyRK3I4NAETqr5wM1Tntx121aMZX3FMbcO340xmTNbLjIA/Os+eIrnqK3pRk54qhcJv9fwoA5+aFW++uRUlrAq/dAA9D2q+9pubIyfpT4LTaR1xTETW0XAI6/WtS3d1GAoP4VFBGEA4rRiAPNIZIks2OVxUoeX1xSIv0FTKtAhu6WngyU8CnjAoAYN9PAbvxS7hSGQCgBwBHel6iow5PbigmgDj/EmkraSi7gULFIcMo6K3+Brn69G1K3F5p08B6spK/UcivOyKpAQzf6iX/cb+VeYsMRn6CvUJv+PeX/cb+VeXv9w/SmhMcwDCopRmL3qUHIU+1MI3K49RTEUpl/cN7Yb9afJhpEPtmnqA0RyOMVXjJcIueUypoGXsYpkw5U+lSE/Kppsn3fpQBh6/NhIlz1y39KwWq5rlx5l2QD8qnb+VU2PyE1IETUxDgvGe4yKe/wB4j8aZ0uE+lACr/QUFe9KBl8elOagCLFJin0mKAIzSU8jmkxQA2jdQRRigA5PXpViEAHJqAU/ftFAE9zcYTYtS6bGEzK3Ws8fPJzWismyPAoAc75dj6mlzgCq4fJHpUm7cwAoA9X+Gmqtfafc6TO257QCWAnr5ZOCv4HH516RpM7W84wTjNeBeBtVOm+N9O5xHOxt5f91xgfrtr3mEeXc+lZTVmdVKV42Z24YTQhh3FfOXxZ8LL4Z1s6paxbbO94UAcRycll+ncV9BabKWiC54qh4u8OW/ifw/dabOF/eDMbH+Bxyp/Oi/Ulr7J8kWkJZ/tE3rkZ/iP+FacEgdi+cj+JuwqtqVo+l6jcWeobvPt3Mbx4wAQaW3ilvVBl/d2w6ION319q1OfYtwyG4Es4z5ZIRPcDqakUEEGnXLrCtrGBgO+AB6Yp6KGX3oAKUd6UrikAOaYj1wU8CkFOFAwp8eQxb0H86ZUsg8q2DY5ZqTGiRX/hwMms6C9bTPE9leZ+UNsf3B4qWaby5Bz0I/Cs7W02tlTjOGHfrUjPRPEG0GO4U4R/4h2PaoNJus2RDEArIw/WqFjqC6r4ZVJDhxHj6EVm6ZelIpEOchz/IUCO4im3f/AFqtJICOc/nmuatL3f1Y8VrwzbgDn5qBmhuyOlMZR14pqvkdakH5UAV3Tnp+VQPAT1HFXipNN2DHTFAGc1uvXHSlEPHar5jBPrSGMZ7fSgCukY7mrcfAxQE54wc1IqgUCJFIqUe1RgY5FSD6igBwNLk0CnCgBoUnuKcIwOvNLkUhOaAFJ7CoycnFDttHvUaH5s9+9AEucAfnXnmoQ+RqNxF/dkIH0zXoAbcxNcVr6bdZm/2grfoKaAyJv9RL/uN/KvL3X5DXqM3+ok/3G/lXmLfdb6f0qxMZFzEn0pBxKR7VJCP3QHpTcfv/AKigRWjGDInpmoIxtvCv97Bq2V23D/Sq8y4vQR2XNAFtVymPSoLqcW1pLIeoGB9anH3iB3Ga57W7ze3kIcqh+b60gOfvW3MDmhTuhYeoplwc0kDUhgz/ACq//ATTHbDxN74NBAWRoz91qiyVyh6jkfWgC/GhyzfhSMKkt33whj37UrrigCuaTHFPYUlADCKbipcUbaAIttJipStNIoAiPFMY1KwxUW2gB8XHNSNJnvUOcCm7smgCwr4qaNwoLHrVINUhfjGaANPSWZbo3QPzx/Mv1HIr6Pguku7W0vYz8s0ayDHuM/1r5stpPLiAHevcPAF8L/wXAhOXtWaA/QHK/oRUTWhtRetj0rTpfkWtpSHQVymmT/uwM10NtISgBNZxZpNdTyX4x+DI5dnieCHcYRtu0UdR/C34dD+FeRRStLIrP8q9lFfXdxbxXlrLDNGskUilHRhkMDwQa+aPHHhCXwpr7xKzfYpyWtpMZ+X+6T6itIu2hlNXVzmIXe91Uyn/AFUAIUVpRjC0lnbxR2zRxnDNzk+tSKpHUYI4IqzIUrximYqbHFMIxTEesCnCkpcUDHoMuKL5v+JU7g48pwT9KeikL0OT+op0SozPBKAY5VKmpY0ZN4d0KzA5U8N+P/16bcSLdaQkvV4Plceqnr+v86bEsljcy6dcjcAPkY9HWqs3m6XJvbL2cvAfGcezUAT6Le/Z4Jo0k3IG4z1APb8/51x2tePrrQtdubS3tIJlXBJdiOSM44qQynR/EcY3/wCiXeU9hnp+uK4DxO2/xPqJ/wCmxH5AUAzrofi1qcblv7NtG9t7Ctm1+N95CAJNDt39cXLD/wBlNeSLTgaBHt8Px7UD5/Dp/wCA3f8A9jWhB8fNOIAm0C8HrsuEP8wK8DBqQGgZ9ExfHTw23+s07VIz67Y2H6NVtPjV4RYfONRQ+9tn+TV83g08GiwH0vF8X/BcoO6/uYv+ulo/9M1J/wALY8Etx/a7/wDgLL/8TXzLuPrS7j60WA+n0+Kfgsn/AJDcY/3oJR/7LVuH4j+DZiAviKxU/wC2WX+Yr5VDHHWnBz60WA+vbbxV4fu/+PbXdNkPot0n+NaUV7ZynEd3bPn+7Kp/rXxhkHgqD9RQMDoij6KKVgPtlfmGVw305p3I6g18Ww39zb/6i4mj/wByRl/ka2bLxv4msFC22u6jGo6L9oZh+TZp2A+uc0xmxXzXZfGTxfaACS+gulHa4tlJ/NcGuv8AD/xm1PWtVtNMbQbeS4uZFjVoZ2UAk9SCDwBk9e1FgPXZHHUnFNDnGB3qpcXChj8wCoDlj09zSwTh4hKcqp5XPXH/ANegDQQ4Fcr4mTGpI396IfoSK6WM9zxWD4pX99bP6oV/I/8A16aA5uYfuJP9xv5V5kFyT9K9Om/1Ev8AuN/KvMs4J+mKYmRoxEII70wt8yk+uKfjjHoaa6/KBjuKYgmAD59VqrKM3ij1Srk3Ow1VcYvoT6gigCG8umgsty/fYBAfQkda5acYzjJArsxCk3mQSDKMPyqG7+HmtNpkeoaeq3kUgLeUpxKoz6Hhvw/KpbS3KjFvY4KbmmRnBqe6hlt53hnjeKVDhkdSrD6g1WQ4egRJOMgMOoqu7buanc469DVY0AaGlEPO8TgkeW7KQfukDdn6cY/Grk6GKON5BtEi71z3GSM/oataLZ6NPpYe6vbm0uw7AlbMzo68Y5Dgjvxit0aX4evbBYLrxBOs0QC28x0qUBVySVbDHI5OOMj6cUAc1bWqXen384ZhJbKkirjhlLhW/EblP51SxiuztvDkNsLxrfX9HvLdrOZGVLgxOflJUeXIFJO5V4Ga45iOwzQAgoxRSigBMUbafRtJoAgZcmomGKtOMDFVpKAIGNNFPIyaaRQAA04HmmUA0AW0kxXqHwi1HF3qOnM3EqLMgPqvB/Qj8q8mDV1XgPUv7O8X6bIzYSSTyX+jjb/Mik9ioOzPoK1kMVwR+ldRby5UEVyMp8uZWrf025EiAE1gdb1N+N6o63olhrNoIr60huo1YOElXIzU0bkcVbQ5QelVuZbM42b4beEr6E+Xpn2V/wC9byspB/Mj9K8s8Z+FJfC+qJGJGmtZ1LRTEYJx1VvccfUGvfZ43Rt8Zwf0Nct490xdb8JXDRqTPafv0Hf5fvD8Rn8qIzadmEoprQ8II70xhmpccZ7UwjmtzmPVxS0ClxQMsxv5cXy/Nj05oFwkpHmRDd6rx+dcj4j1O5tLyJLS4eFkTLFDjJPr69P1rKi8b6pbvidILle+V2t+Y/wrNySdjRQbVz0S5trW/hWG43qy/ckH3lPsaqLZS24e2udlxbSjaXX+ZB6Vg2Xj+xYBbvT54h6xEPj8OK2B4i0O9TauoJGSOFnBQ/rRdCcWjhPGGlnT43gORAx3RMf+WbdufQ15feTyXN7NNL/rHbLfWvWvHLq+nlopYpFHeNw38jXkExzO59TVEsSnCm0ooEPFPFMXrUooAUNTw1MApaYyQGlzTBTgaAHCiiigBc0bqSigB4NOBqMU8dKAHg16t8FtKVtSv9akUbbaPyYS3QO3LH8FGP8AgVeT9F3V3PhTxBc2GlrY2r/fcvt7bj3PqeB14FAHtd7qFujoJSZAxzHCPvTN2J9FH69fStWxhmmxc3mN55SMHhf8+tc34VsI9ovriX7TdvyWboP8a7HYSBkjnrSAmhO9vlOQP1NZPihCbe2fsrMD+I/+tW1EFVRVHxAFOkPkdHXH1z/+uhAcXN/qJf8Acb+VeZdR716bN/qJP9xv5V5nj+VUJiY5pknBP0zTweaZMcfiKYgkXMWR1AzVSXi5gPYmrzcxEe1UrkZhDd0IagCaI/vj6gnNeu6VF5eh2SekK/yzXkCgm6XH8Yx9a9rij8u3jj6BUC/kKwr7I6cOtWzJ1XQtM1uPy9TsYbpR0Lr8y/RhyPwNec+IfhJaIrT6PfvCeT5Nz86/gw5/MGvWXGB0rA1q6CIRnoMVlGTRvOMZbnz3qmjahpUpiu4CMfxIdyn8RWUa9C165Mtw5zwK5a5sd+jyX+3kXG0H/Zxj+ddEZNnJOKjsS6IreUWZcrn5a6TT0hk3TXnmR2cTASMiguxOcIgPG44PJ4AGT6GHw1psN9AiPfWdliPcHumKqxz0BAPP1rqV8MTtpk0Meq6LNKZkkjCajGM8MD1x6iqMzMujoWp6fcjT9PvbG8t4jMFuLhZkmQEb/wCEFWAO70wDXKMyElUiWRvULwPxrtrXwV4hi1C3nhgSQJIpLxXcMgAzznDdMZz7VzdwlutxOLZQkCyt5YHZcnH6UAYzW477QT0AFCW6dWXirkoUt8vGKjI28nnA7UAQGGEknBwfQ1ct7GPyi53Ak+tJawCVt752gdqsOxkO2LhaAKM1lF8xWQ8ewrNltfmI3c/Stq4CqgHUn0qGO03fMw/OgDKWw4ySfyqN7QD+Ktt4gARjt0qpLGfulQM0AYzxY70zbV2aPniqjDBoAaFqeNmhKyoxDqQy47Eciol60rNQB9M2l4mp6PaagnK3EKSj8Rk/rmtDTLkq+05GK4T4X6l9u8HfZGOZLKVov+An5l/mR+FdbDJ5Uw5rnkrM7YO6O5t3EkSuO9W4myuO9Y+nz4hQE1pltjKw6GmiGi2RvXBqpNb9WAByMMv94elWQ2RkU4jIoauSm0fOPiTSf7H127sgMRK5MfP8B5H6VisOa9U+K+mKhs9QUYLZibj8R/WvLW61tB3RjUVpaHqgp1JS9Oaok4bW2+0atcc8Bto/AYqgmnI5y1WJXMtxJIerMW/M1NGCRxXJJ6ndBaC29pDH0QZ+lXGRfKIKgj0Ipsa5p03yxk1KZdjgfEscZuUSONFLNyVGK49uJGHua7y6tftkuo3RGUs4l5/2nYAfpurhplxcSD0Y10x2OKprIbRThGxHSl2H0qrk8kuwimrC5xUKxtVpIZGUEAfnRdFKnJ7IFWnYFSJbTEjAHP8AtVK9jMACF/JhSuivY1OxVwM0tSraylioRs0nkSYJ2tgdflNO6JdOa6EeadSmNh1GPwNKgz1IzQLlfYSjFPZCB1X86UKSoPH50xWY1RUqpmM+1IEPpUyLjIxQKwltavd3NraR4D3E6RKT2LMB/Wr8P/Ep1U28z+UY3KnPbBwefwqbwxF5njHRlA6XSP8Alz/StP4i6cbbxI84Hyz/AL0fj1/UGlLuXBXdj1Twlr2nG2jX7fCSABgEmu3TV7QqCrM49lx/OvCfBEoBUV67ZYeEfSsnUZt7FGrLrpVf3MA+rnP8qxbrUbq/wJ5Mqp4VRgD8KsSwDnFUHXaxFOEm5E1IJRuiGYfuJP8Acb+VeZ55/wCA16bN/qJP9xv5V5kVyfwrc52MBwQfc0yY8CnFR0z0NMlU8euaBDwxwRVZjujcHptNTBv3hHbFQnOGGOqmgC1pSG4u7BSPm89EP5ivZ8dK8n8EQfatZtQRkRMZD+A4/XFeskhUrmrPWx10F7tyrdMEQ1wviC74kOeDXXanNthY57V5t4hueozWaNmzjdWmJ3Eck1fvLJYvCz238SQZP+8PmP65rPSP7Xq0MfVQ29voOf8ACuhmQzWcqHqyMp/I10wWhxVHdlLw6unqiw6j5iQyR7Fnj5MDdQ+3+IdiPQ8c1a1XSLvSZo0uVUxyDfBPGd0cy/3kbuP1HfFZdngRRYXHyiukbWrqwMVuBHcWMlvCZLS5XfE/yDnHVW/2lIPvVEHN5XONgz9KbICxOMV039iWuuWtzeaIJoWt4mluLSYF1QAZJSbGD/uvhvc1zjj5aAKbrs7YqIjJAznPpViRe3GO9QEHt1HY0AXEbbCI043cE1MqeTEWIBLCq9uQR82OBmrAAbAAGP1oAjhtjI++Qe47U+XjIXufTpUhOzjcfqaru21TzzQBERk4PXrUMkXJwOfxqyBj5sYyKQqSvPJoAx7iIhcYrNkT5uK3r9dkIJHLcCsq4iMKYP3j19qAKftTeppSKQUAek/CW5a31O7jY4iuUCAf7a5I/TNepyJ84I9a8h8NK9hYwSpxJv8ANB9+1espdx3VlHcRniRQwHp7VlUXU6KMtLG/Y3Gcc10MUgeLBrhrG6KyKpzzxn0rqrOcOoGelQjZo2os7RUnaq1nLuyh7VaI4NUYvc8++LEoXw9apn5nuR+imvGn7mvRPitqRn1m209T8ttHvYf7Tf8A1gPzrz0jmtILQyqPU9TqG9l8mxuJf7sbEflU1Z2vNs0iYf3iF/WqexMVdnIxJwM1MjYOB0p8Mfy/UVVuN0DZIIFce7PQWhpxsMCq+oXKxwsQe1VIr/C8kVn3LzarfQ6fbf62dwgPYDufoBk1UVqKTsi7Da+V8Pr+8cYa9uVIP+wpwP13GvLpxi7lB7Ma908W20Vp4O+ywDbFEY0Qewrwu4/4+5v98/zro20ONO7uOU8U4UxelOFSdK2HjFWos7aqqKmibB5pGkC7COe9XN3yVUhqdjhMUjrjohYDmQnNTx/LIwz8pFV7c9cVOrY+opFRCMkSsvbOetTsgDA4FVQSs4GODV+TACZoKiNKqwIKLn1wKZ5CbcbF/IVIRxkdak7A4oK5URR20R4Ma/lVlbaHaT5S/lTIz8+KsMcLtoDlXY1/BkKv4otztH7uKRh7fLj+ta3xMsRLpNrdhfmilKE+xGf5isvwS2PFSr628n9P8K7HxfafbPDN2oGTGBKP+Ann9M1ovhPLxLtWR574Tl2TqvvXselSboVGe1eH6LJ9nvgDxzXsOg3AeFee1Ysto6Jx8tZc/wDrfwrU6p+FZc/+tNOn8RjU+Agm/wBRJ/uN/KvNMcj6V6XN/qJP9xv5V5r3/Cuo42QH75p7oGIP40w/63HvUyj5R9KAKaIWkLc0Mu11J75FTRnBHvTvsz3dwkEY/ePIFXHqTikx7nXfD3TTbWE+oSDDTNsT/dXv+J/lXUXN2E4zTo4I7CxjtosBIkCjHtXM65qBgQtyR25rib5nc9CK5Y2LGpXYkgIB6da801y6LTNzWh/b7BnSY/ermdVu1d3YHitIozk9CxoUPmfaro9eI1/mf6VtxEBivY1V0q3+zaXEjcO3zOPQnn/CrQG2RW9D+ldKWhxt3ZR0jS7nUJZFgMaRwrummmkCRxLnGWY9PTHJPpW5eXuhWZj8i3bVrmOJIzJPmO2yoAyqDDOP94ge1YtlbQMl3cXUjxwR5CCPG6WU52qM8YHUnsPciqjKNuc8gdaQFzUdd1LUkSK5uW+zofkt4wI4U+ka4X9M1lSOQTxkVeubMwaba3i3EEi3BZCisd8bL2YH1BBBGRzWTLOFTaAM98dqACSTk88+vpVffuJA5Hc1G0hmbj7g6+9Cgu2AML3NAFu3YvIFU5GauZIfgEAdeKgt1CJ0A4oaVugAz60ATSSqgOT857HtTIlJILEZ7e1MVQpLs2T15FNllLcAH0oAkeUFigIpfNSNC7MAB3NUpLmOBPlJLn8afbWklywuLsHylOVT1oAbEpncXMgwg/1Snv71QvlyxOck9a25X3E4/DHSsy8Q7cnHvQBhvxUtrCZriOPGeecU1x8xbsK19EtSZ42bqxz+FAHVovlxKo6KAK6Dw3q4t5Psdww8pzlCf4W9Poawj3pmKJK6sOMnF3R6Xu8uTPQVtadfYYDNcFomseeq2l0370DCOf4h6fWuht5mgkBPSudppnbBqS0PQraUbg1ayOJEzXL6Zci4iGDyK1TeR2dtJNPII4Y1LO7dFA6mqTJnA8b+IvHje/B7CP8A9AFcjWt4h1Y63r17qOCqzSZRT1CgYX9AKyq3Wxxyd2episXxK+LOGP8AvS5/IVtVz3iRt1xap2Csf1H+FTN+6XTV5IqWce8gevAqXV9PBtCcdqt6ZArGMlRwc1t3lgs1sygYyK4r6noHj00zwOyHqDXceBdGEVodXnGZ7gFYgf4I89fqSPyFYeo6M+ZSy4xnBr0XT4EttPtoEHyRxIo/ACumlZnNXbSsY3jRS3h1wP8Anqn9a8Em/wCPmU+rn+de/eMP+QFj/psn9a8AflyfUk1o9zGCHLUgA71EvSpRUM6Yj8jHFKhHQ0wVIgGaRoi/bkYANTSEBeKrW55xxU0rUjpi/dJID8p5qY465qGHpUpHtSNFsRyAgrtJzmtJ2LKufas8Jkj2q4vQc/pQVElBGPepo1DCosdx6elTopGCKC0J5bCTPal3bmPv0p0rhU46mmIMKzelBRveBRv8Vs392B8fpXpksSTRPE4yjqVb6EYNecfD9P8AifSv6QP/ADWvSq1hseNjf4p4lc2z6brEkDgh4pCh98HrXo3hq8/dLk9q5f4gQx23iBJgMedErt9Rkf0qDSvESwtHBGMk96xmrM0g+aKPZLecSriqlwMTsPaodCkM1urt3FW71QJVPtippv3iKq91lKb/AFEn+438q8zB4/CvTZh+4k/3G/lXmYGRj2rsOFkZH74/SpUPy/SoQeQT1BwamAxke9AFdCMCuj8IWv2jWhMR8sCF/wATwP5mubUYd/Y133gy28vTbifHMjhQfYD/ABNZ1XaJrRjeaNO+uCAwzxXDeIZjK2FyAox+NdZqDH5hz161yWqRkqxrkjudszg7tyJGzVS1xc6nbwsMqzjI9hz/AEqzqQ2yNUegxedrSt/zyjZz+WB/OumKOWbOuA6+hpGHyGlQ5XHvQzhInc8AKSfwFbHOVLizml8P219bxu8NvNMlyVGfLdmBUt6ArjBPHykVWsdOvNWlK2UJkVBl5MhY4x6s5+VR9TWrAJtAt2vbDXxFqa7UmtoEdSobnaXI2PjHI7e9c9q/iS61ScR3+oyMpPLMuUU+yKAM++KkYa7eW9syWNrOs8UAIaZR8sjnlmXP8PAAPcLnvWChe5c4yF7mrFzpU0c0DNMktvPGJopUyA65I6HkEEEEH0qwkQjTCgqMYNAEKw9skKBU8UeSAM4HOKUjHAzn6Uu442gkDuaAHuWZSFB9SPSmrtiQ5POOcmozOqDanUdTVZpssSwGTQBO8/fAPrVWS4LHZGMk8YFNO+ZwiAitay09YF8xgC3uKAIbLTNrebPyw5we1XZSXOAMAdFFSlmfIU5APpxQEc/dOBQBUIAAyvPtWbcn7Q/lJjP8R9BV6d2uZzb2xy38T+gqCe3ChbK2GXP33oAy4rYXNztUHyU6n1ro9Ji+ZpMcAYFQ/YhaWoVR14yfWtOyi8m0Re5GTTQE8ntTFfsaVwxPFM2kE0CJS3GQcY9K37DxEBGsV7nI6Srzke4rnOgoySMe1JxT3LjNxd0emaJ4p060Yma8jVRzkntXPeMPGkuvz/Y7UvDpyHIU8NKf7ze3oP61yZzSEZGaSgkXOtKasOJ4prEgZpTjHHemBuCDVmJ6vXPeIxi8tm/2CP1roawfEowbVu/zD+VZ1PhNafxIl0yXGOa6qHEkIBHauHsJCCOa7KybfHjLDP8AdODXHbU7rmdqdihVwVG089Kmsm32Nu3rGv8AKtS7gEsJ9cVl2aeXaRof4cj9TW9Hc58RsjE8auE0MMeiuW/JGNeC44H0r3bx4ceGpSewf/0Bq8OK/LWstyaSuiKpFNNxzQOKk1WhJinq3NMBpQpzSLLlucODUshBYVXiOO9TNzjFI3i9C1GcKO/FPGRUCNwozUm75Sc0jVMmTk9KtIAcc1ThbJBzVyM4IxzQaRJ1HHFTo4Xr0qJCPSo55ONoNBYO/nT8dOw9qtMuI9tQ2sXIY1YkGTQNHS+AE/4mlw3pAf8A0IV6DXEeAo8XF4/pGo/Nv/rV3AHIrWGx42N1qs8q8dtJqXiV4IukCLF079T+ppfCnhKaS7864G0DpmtW0s1vdTuLpxnzJnb/AMeNdzplqsSqAuK5qkrs2pxtFGlplmtvCqrnpS364IPvV2NcLVS/Pyj1pQ+JE1NYszZv9RJ/uN/KvM16D6V6XN/qJP8Acb+VeaDkn6Cu089kQXFw6+wYVIPvk01vlukJ7oaeoy3NMCFV/eOD616hodubXw5aowwxj3t9Tz/WvNI4jLerEOsjBR+JxXrcoENuEA+VRtH4cVhXeyOnDrVs5++wScVz2ox5hJrobrO4gCsm+j/cHNc8TqkeW6wNs7CrHhKHL3k5HXbGP5n+lQ+IRsumx3rT8PReRpMJ/ikYufx6foK6oHFUZpoNpI9DWZeaijXf2ONSyoQZ3HRRkfL9asarcNaxMY22ySkKrenqfwFc7qDtp3+h25JnlwCM9D7+p5/nWjMS7f6zY3FlJZOZo7v7QZVmhQOHVgAyMMjkYBB9yKmg8C3BVbx9V0d7IgN9pN6oCj3jP7zI/u7c5rOj0o2EEMkm1pJ0Mgbqcbiv4cg1as7Vrt3GVQRRPKzEdAoz+pwPxpDJtSngmniisw5tLaMQwlxhmAySxHYsxJx2yB2qmzhB1+bNK+EXJHPpUDzLGDI5AHYA0AIzKiGRiFHrVM3Rnbanyp+pqrLM93LtGQg6AVaigWJPmFADiu3t9fekWJ52AXnNSwwtMwAzitW3tlhALDigBLSzW3Qse38VTFzcOqopCZ5IqJy0zADOzParMaogCAHnvQA8Rqq7QSFA6jvWddzveXAtLTPozDt60XNzNPL9jtOXbhmxworStrNNKtugZz1bqSaAKzRLp9v5MIDTN1Pc5qe20/7OhZhmV+ST2qe1twWeeYcgZGR0q2q4UyHjJ9KAM2eDzJ4YRhizYwewFWpF2TOnpT9Pi8+6e6P3V4TPelvOLx/XimgIT7UdetA/1gpzAZyKYiNulQfMDzUrMR+NIzbgOKQCE5PNRse1SOeCe9NA3c46imAc9KQD9aeByKaB19jQB6vWR4hh32UcuM+U/P0PH88VrCmXEK3FvJC3R1IpNXViouzuchZTbX2966/TLjoCa4gh7echuGRiDXR6bOG2kHmuKSszvi7o7VArpisqSPyp3TsTuFX7Fiy81HfxgMr49qqm7SIqq8WcV8QePCdy3oCPzGK8Vxla9q+IfHg+5P8AtKPzOK8YA+Wt5bk4daFcrzSEVKy80hWkatEYNSgnFR4p6nHWkCJUNSqxJ5qEH2p6Hmg0TLS5wPSpD8oPTkUxAcDrT3+UcGkbIfb4HvWhER0rNt2OSD0NaUAySTwBSNIEzHYuR1NRou6Tml5kYnt2qxEmBnig1RPGuABTmFIvPSnD5jikWdt4FiC297J3LIv4YJ/rXVyOIo3kPRFLfkM1z3gxAukzMP4pyPyUVr6q4XTJxnG4BPzOP8a2WkTwsR71dmLotthFJHPX867GyiAQZrA0pMqABXTwLhB7VxvU6norFleBWdenLAVoDO3PtWXdNumxnoK0pr3jCq7RZVm/1Ev+438q8zQjf17V6bN/x7y/7jfyry5M5z9K6ziYs/8AroT6k1Io+YfjUVzwYT6PT92HH1xTA0tFgE3iXT1x1kBP/Aea9JveIhn0rg/CkfmeJLdv7iSN+mP613WocRdq5q252Yf4bmFMctkCs6+GLck1pOMtxj/Gs7Vj5ds30rGJtI8r8RoZLxY1+87bR9ScV0kECwwIi9FUKPwrDkX7X4iiHaMlz+HT9TW/nEYrsgtDhqPUyNWnhTWtM+0nFvEfOm4z8u4D+QNS2fgjXNR1W4vlWynO5jGi38JdwTwwXdnBHr61g+LmaLUIHBwHhx+Tf/XrNtJ2jt8DABPTFMg9E1nwh4jSeNV0S+eOK3ijDxQl14QE4K57k1jSQz6RYzQ3UMsF1c4Xy5kKMsYO4kg9MsFH/ATWJaaveW3zJcSoB02SMuPyNVb7W5ruR5Z5HlkPV5HLE/ieaAJbq6C8t+A9azXaS6fvtqBZHlfe5zViOYg4AGKALMMKIuMc1ZjiMj4OKqi429AKspqKwxFtgJHTJ6GgDQjEcACt/rCM4pwZnOc8fyrIg1Fi+503ZPrVtdSj43RHt0xQBqx/KD0Bx+VV7mV2YxQnluuKrNq0LgDa6+4FWLG7skKs5cHuduaANHT7BbKEyMpz3Y9alVPtE5Yk7V4AqF9Ws5HKLIwHYlTnFWIdTsFAAlUHPcHpQBZ+7lAFOOu3tUMxM7CBF5J5xngVC2o2ztuE6A59as21zZxrk3SbjnLbqANC3iWGPYq4AFZ+oj/TMnuozVwX1lGCRcIR1+8KoXU8NxKHgYFMY49aaAj43CkPNNzk/Snv0zTEQtjNQyOd2B0qdgCOeKrtw3vSAa7txzU8I+X3qvnL49qtRDC0wAjvSD1p7U3oKBHqQFFApTQUcv4gtfKuhOo+WUc/7wqppt4YHCk9a6fU7X7ZYvGPvj5k+orjcBXBOa56kdTqoy0PSdHull+X/ZyKv3a+ZE3riuR0C8CzxZOcnGK7NvmTP51gtGdDVzzv4jNjwbOP700Q/wDHq8cQcV6/8Tf3fhJlPX7VGP1NeRJXTIyw60sRSDBpODUsyZXiq2ccUjaWjHbaTPNODjFMLDPAoJdiRW46U/PNQBjUqmmCZbjOcVNJ0FUlkwanjLSdRwKk3jLoWIE+YY79q1MbY9nc1Vs48kHsKt9Xz1pG8FZEsafKBUw4WmrwOtDEnjPeg1JU4Gc0+I87uwqtvIXHrUwO2MDuxpDPSfCC48Pxt/fldv1x/SptfkIhgiHVpCx+gH+Jo8Lqi+GrEIQRtbJHruOaj1M+fq8UPaOPJ+pP/wBYVpN2geJbmrv1LujxttXjnFdRHH8tZWlQ7cEDoK2/4K5UdEmRSnZHjPWsdm3OzeprRvX2xH1PFZtdFKPU5a0tLEc5/wBHl/3G/ka8sRsDJ9q9Tn/495f9xv5GvLAMrW5zhdH92p9GBp7nAVvQiorjmH8RT5Dut8imI6vwYu7XWJGdsDfzFdlqX+rGMe1cb4Ey2rzt6Qf+zCuvvySQuOlctX4jtofCjLCksBisHxHJ5Nqx9BXUJCdua4rxpIyWrKOp4H1qIo0kzkdIgYi4vH5aRtqn2B5/X+Vaw5jFNgiWGziiXoqAfWnr6V2JWR58nd3OM8aEm/s1HaI8f8CrNRdqKvoKv+K3zrcS/wByEfmSTWdLIIo/c9KQDbiYKNq1WVDIcn7tKsbOdzdKlI7LQAmOwp6qBSquBmlzQAvao3+cgdhTsk8UAYoAUACjPYUmc09RQAqDHNSqOcmmCpRQA9CQc5p5kYd+aiL44HWnLx9TQA/eUTHenR7ywyx+lMAA5PWpoV3HJoAmzxz0Fa9rEI7ZB6jJ/Gsdj+9RRWvA2YEGegxTQMkzyacWyCajIp6/d5piGO3QVC+AelSsCDUbruBpAMBHnEe1Wl4UDvVZFPncjqKuKKYDWpmMinN1poPagR6kKdTQaWgoWuU12z+z3nmIuI5ssPZu4/rXV1XvrRb20aJvvHlT6GplG6LhLlZyenXZhnRf9oV6Vp12twmO/Q15VKjwylWBV0bkehrqvDmshpVjkIDHjNcclY7Yu6Mr4wfudCtYx/y2uQR/wFT/AIivI4jXvfxF0c694LneFN9xaH7RGAMkgfeA/wCA5/KvA4uMVrF3RUFZljYGWqc0e05qyJCjcipHjEseRg0zZpSRmAU4KPWnOmxsHimkYpnPaw5QBS59KjX0q1BFuOSKCoq4sMDyHJHFWxhMKtIXwNq9abjaMk80tzdJLY14IwEUA44qdUA71kRTSAYUmtMP8g/vYpM6IyuidmAXv+FN3AioVyfvH8qd7AUFEsa7nxUobfOMdBTGPlxcdTSLlIXxy5U4pFHefDy/NzpV5bMcmC4Lr/uvz/MH8604SZteu24IEm0H6DFcb8P7oWniM2rNhbmAqfqvzD9A1dx4di85nmYffYt+ZJ/rRUfupHmOny1ZM62wj2whsdattx1psKbV/CoLqbZGxz9KhIhso3kvmTEDotQUmSTk9TS5rrirKxxSlzO5HN/x7y/7jfyry5fu5r1GY/6PL/uN/KvMEHyUyRsw/wBGY+1Rhv8AR89hxUs//Hs1RIP3Lj0H9KYHY+AhjULn2gA/8erq7sEzYrmPh8pae8k7eWgz+J/wrp7ht9ztHQH9a5KvxHbQ+EcExFk1514wkDXcMfbduP4V6VPiO2J9q8p8QS/aNUkI528CnTV2KrK0StC+bZDn2py/e+tVrN91uR75qdG4B9K6jjPPdTma8125lJ+UORn0UcD+VQBTNKXb7o6CnAbmc93ckn8akK7RgVIDT7UKvrSgZNIzAcUADGmg0h5pQKAF6UZpOpp2ABQAKMU/r0poqVRigBVXAoL44HWkZj0HWlRcdetADlXH171Jnbz3qNWy7KvanBd3FAD4wXfnoKtqcDgYqvkIABUitu4FAEkALTFia1rQZhPsxrPiTn6itCyOUf6j+VNAWMVIoBWjAH8qBxTEMYZHTpUUg+U8VIx61G5GzmgBMZIPpUwIqBWx9KeTheKBCv1zUYNODA0xjjNAz1MU8U2lFAxaWkFLmgDm/EdkVkW5QfK3yvj17Vk2BVLgFyQpOMjtXaXluLq0lhP8S8fXtXBv5iAgfeDVhUjqdNGWh6PoWoOrGCY7h2bsRXl/xG8GjQ9QOqabF/xKrhskIOLeQ9V9lPb8vSuy0S8fCI6DIGVNdQs8FzDJBNGkkEi4eJ1yrDuCDWUXY6Otz5vdN6ZBpkEux8NXrPij4XQCxl1Dw55hdPmaxJ3bl7+Weuf9k5z2ryOYFH6fpWi1NObqixcwCRdy1WjAB+YDPvVq3uFI2sQKfLbxvyDj8aC3FPVAkdvKm4gAimSSIo2pVZlEZIV9340icHNFhOfSxZBCcnkmlQF2yc1XyS1WraMl/UUDi7svRKAOmKlVsngGmtlE6cmkhMqHgEg+lI6FpoTBgKsQLvOewqs2SwyOfpT479Ld9pGc98Ui7pFxkLDJqtLIYkJyAR0zRJq8ODzWRdXT3twscQJLHACjJP0FOxM6iSNfQ5Z38SWkkH39/b0wQf0zXvmi6aLS2QN97aM4rz/wN4Ol0uNdS1OMpcuMRQnrGp6k+59O1eo2zDaOM5qHqzjqyu9CaQ4AUdTWRfPmQJ2HJrUlYDeSelYjtvct6mtKauzjqyshtGKKWug5iOb/AI95f9xv5V5lEP3Y+lemzf8AHvL/ALjfyrzSPhB9KAIrn/j3NQxHMLn1NTXP/HsT6c0yFQIR6GgDu/h7CV0y5nPR5Qg/Af8A166FI91wc92qHwtZ/YfDVorABnUyt/wI5/litCBVeckjnOa456yO+mrRKmtzLbafI542oTXkRcy3Tsx5Ykn616N46uDFZxwDrK/I9hyf1xXnW3/SW963pR0uc1aV3YrWZxJInT/9dWAcbwenWq8fyXb/AOe9LqEv2ezuZemImx9cVoYnCQ4yx7Z4qRqjgGIxUh4pANJwMUyl6migBAKOtLSUAHQUdaTFO6c0AOHAqQE44qJfmPsKlX2oAUDH1pJH2Lx1p+QoyaquxdqAJLXJYse9XlU5AqGFNq9KkmcRRZzyRQAxnzL174qzAOTVO2jL/O3NaEQwc0ATI/zAVo6ePvj6GqC4B6VesDl39NooQF1h1oHNK33aanaqEMYZOaaw4NSsPmpj0AMKDYKQpkdaHB4x0qZVOzmgCuU2ijbmpnXIqMqQKBHqFKKDQKChaUUlKKAHCuV1uxFteiZR+7lO7Ho3cV1VZHiFN1lG391/5jFRNXRdN2kUrQHcjJwO1dRAgYKd+CRzXHWE+CIzyR0xXUaZK0u0KeR2rmtqdy1NA6mmnSKHbGT61wvxE8Ef2iJNf0SEMzKZLu3Qfe7mRR6+o/Ed60viStzZWlleRRsbfJjuGX+EHG0/n3/xqTwDrctyy2tzIWHDI3Zh3B96paD8zwluDwaPNcjG41r+IdKbTte1C0248m4kQAdhuOP0xWQYmFaCakhytmng1EFIpwLA0AmS7h05FaVkh8gMp5rJyfStLTrkJGY2H0pM2pSXNqXJSzfhTFuHX5duR9aGulIBxj6VXaZSc/zqbG7ku5YebCEjAZuB7U6Z4/IjiIy7cAjnJrPMoJLNjA6c16P4F8MSQRDW76MpM4/0WNhyg/v47E9vahkOpZFTwr8K73WAl5rJls7U8iEDEsg/H7o+vNetaP4V0TQYx9g023hZR/rNuXP1Y8/rRaassdg8lwdpjBJdvQd6t2F4b6AOVIDDOD1xRqckm7kskMblH6k9qkRTH071G7FZhxxVhSAuTSSJuVbuTEL+pGKzMVNcyF5Co6A/rUNbwVkctSV2FFFFWZjJv9RJ/uN/KvNFHyA+1elzf6iT/cb+VeZqfkAoAhuh/opHtSQDdAgx1Ap9wcwNx05qxoFsb69s7Zf45gp+mcn9KTBas9elUR2qoowAoUD2AqK0OJc4qW4YYNRW5w4NcfU9JbHH/EB92o2qAnKwliPTJ/8ArVxhGZFNd/47095Ft9SjBKqvlS47DOVP6kflXB45H1rqh8Jw1V7zKM3y3LEdc5qj4nmEWk7O8zBR9OprRmXNwx9FrlvFF2ZbqGDPESZP1P8A9bFUZmVGeABUh6VFEcL708nJpAJSUvFFACUUtHNACUYzS4oUc0ASIoA5qReOcCmbSB1o5oAbKcnAohjy1IQS1So2wdKAJuAeT+FV33TSDA4FSFxnOaEYdqALEICqAKnUjr61Vjc5q0nUEdKAJVkAOOtaNhtMj47rVJMdeKu2OBOQO60IC63SgHBxTmXPNMx8+aoQ5h8uRUZGalqPGNw9qAEI46U8fdFNHIpw5NACMKiPWpWppHU0AemUUUtAw6iiiloAAaw/Fc5g0+1P8LXcasc46g/1rcqjrGmLrGmvZmTy2Z0dHxnaynI/z70nqioNKSbOTM5t8SDsRn2ra0bX4I7zyw4DYJxXHaxLMY5IIvvk52+oHpWfb3JeaNhlblBkf7QHUfWsLHanY9E+KTyXOiabIJglo8jLIpTPzYBXnPTGePauX8G3q298qearbWB3L/8AWrqPJfxl4AutPtmVruPEkKt3dTnb+IyPxry/S/Otb0Cb92pYBsEhgQaOVtXRp7SEVyvc7L4j6XA+sw6mshSO9jw3y5/eIAD37jaa4l9FVuUuge/3P/r16Z49s2uvA1lcxFWWG5XczvjgqR/h+deWNaXKrkRx4/2XBqowk1dCdaEdJMX+ykBIa5IPoIWNNOmxKTm5P4wNzUTQ3GOYf1FQtBcDrA35VXs5diHWp9GXBp8IyTPJx/0wI/maelraxndJJIF9BsB/9CNU4rG5lhlkWLHl4yD1NSLp1wImdjGrhC4TBycDNNU5PoL6xBFwDT0YZLsPQygfyBqOS4sV+UQxMfXDn+oqitpdSf3UHvWjo2l2J1i1XWLzy7IyDzCq9R6Z7A0vZySuH1qLdkdP4Zs7WLydRvbZWjc/uIvJUK3+0evHpzz1r0TWNf0/w/pq3d45LSA+XApy8jdwPb1PQVia9rPh/R4cmSG5UKvkW0DZZiO/+yOn5cV5vcy3Ov6g9/qdxtZjtVF6IvZVHYD/AOvShScmKrXUToR4r1fXr8+dHFFZ8f6OhPIznv8Ae6DPsOnNer+HbppbXcM59D6143DDFbwDypc4HKueDWvpOs3ds22G4ZDjGx249uen51tLDvocqxPc9pyGbPao5ZtgIY5FcZa+MrqNVS9gEgC/eHDEDHXsa1bbXoNUcwwxuCq7mY9MVl7GSNPbRZcBJ5PU80U0UtaGAtFJmigBs3+ok/3G/lXmGflWvTp/+PeX/cb+VeY4zGn0FAgYZX61v/Dq3EmqXMpXIhViuexY4/lmufP3SPSu3+HVrs029u8czTBR9FHP6tUT+E0pK8zq7j7+O1JGOmKJTlzTmdYbdpWwFXqTXNY7yxJbRXtrPaSgFJUKHPvXjVxC8E8kD8PG5RvqDivYbK5EkgKnIYYryzXmDeINQZehuH/nW9M5sQrGJKMyMfauA1ZmbVLksxJEhH4CvQn/ANavpg1xmsRRPqM52AHd2rVRvscrdjLjPFSZHpVi1sklPVsex5rXt9Hs5BhmmBPH3qtUZMlzSMH8KM4/hrrB4esMfelP/A6ifRLJAG2SEH/bNWsPMXtYnMbj/dFLuPoK330i0BwFYEdt1RPo9ufulwf97NH1aYe1iYm7PVRijIz901r/ANkQcFpXTn654P8AhSx6PA0qgzPsboan2Em7D51uZoYYAwaCQPX8q1LrSEhspJo7gl1AwjAc5YD+RNUFtLgjJaMfgaTozvawc8SDK+v6U4bcdasCwkK5Mi/lTl0yZj99fyo9hPsHtIlTIHINKHArSTQmbrOB9FzWha+Fopf9ZcSYIzwAKpYeo+gnVijASVRnn9KtRTL03LXRp4PtCBk3LcdQ3/1qsp4KtsKQ14OcHp/hVfVagvbROejIPf8AKrdu2yZGB74rWfwcY/8AV3Tr7OgJ/QiqVzot7YzQiQLLC54lTsR6g9KiVCcFdocasZaIt7twpvvS7SCQaDgVmWJ2zTWHT6UpORgUnfmgABHAp+cdqjTqfan4yBQIQgEdaaad0FMY8UDPTAaWmCnA0DFxRRS0AFHU0lKOooA8tvbkXes6gmzaq3Mnl7eoAYjj34/GqUsBdwVIW5QhkcdJP/r0l5ayr4gvo1blbqQgg9PmJq4ULj94MH2HRvUGlOm90a06q2kXvDutPo+pJcISsMpw8foe9dbfeH9C1OS61GKRodQnLSfPh4t5HXZ6d/rXE28YR45p3QYf5lA5YDvir934lETt9k09On3pRn9KiMJdDaVSC3LeoX99o3g9tJvnt7z7anlhQp/d7cfPnuemPeuE2Pn5QQB71qTatc3snmXDF224AIAAHsKrllk9BnuP8K6acFFWOOrUc5XIF3MvzDPoacjOik7M59eRUjrg5HP0pVlRTtYEcZ4rUyHO3zs4wjbcZANaMMiTWAbG3ajZBH+zWXdSRq2xioJB5zyPSp9OmjexuVJ5VCRj/d/+vREGRG280jaVVT0qrfWSvGo3gt1IFSGR2XavIprI7MTuH88UMENtbCGNdxALHuTVvZhQNwHGKhCEjl/pgUggZ2zlun0pLQCeIsjjZKpPQZNaUCl1XMZ3EYIHQ1nW9g0kyBgcZ6g10MWneUArksuP4jVxJYyIXFvKhhmZcfwsc/zruPCyTmxknnILO+1cIF4H8+T+lczbQBZAkA3t2wK7fSoxFpkCDspz7nJqaztEdPcuiikzRmuU3FxS0maM0AMnP+jy/wC438jXmKcqPpXps/8Ax7y/7jfyNeYgYAI9KAEY/MfpXqXhK2W08NWUeeZIzKfqxz/LFeWSZ64rv/Cd48nhMPuzJaSNHz/d6j9Dis6mxvh7cxuLKXnZcdDge9Zvje/S08I6hHDMq3QVQEz8xO5TgD6ZrYjjDXqlQAr4YfQ1wfjCUyeJboMMFNqdPRR/jURjfQ6alTkVzd8BXjXltGspJaMgA55rjL0mS/uXPVpnP/jxra8AXRiuJYwOj8H8aydSiMGrXkR/hncf+PGnSM8UtmZkow4PpXE6kGS8lDf3j/Ou4kA8w56YzXE38nnXMj9Q7E11Q6nBIisDmQc12Vjbb40LYI68iuQ0+LN0AK7nTxJhVA46ZIrop7GUyV9OQxD5cHOMZxzVK6stjYDPgVu/MF3M3bOPT6Vl3rnBG3b+FboxMSSFskh6qtledxJ/lV2aUYIBxVF2B9/WgoYSeVwx6YwenDD+oqgbqVGBOcBcYzWgAr/Lt5I4PuOR/KoJ0j80KSSrDKnHY8isdpM1+yiSKRpLSRWK5wudpz/F39Kmjij6tu9KYkZFjIwkQ/cAx1Pzd6WI4OW61rEhliOKLCjZ3znNWEjQ4BA5qqrHtxViPoOC2O2KtEM0rKOP+FF7dq6GwgdguBjHpxWLp2FkBKjGcHNdNZ3aKcAjIPQCk3YllhbJ1VTjJPXPShrcjGRxntxWpE7TAbcY9DxipJbORo2A2AdualSCxhSR7Xw3I9OtZ2ux/wDEvR14VXH68VtXWnTtj/SUwOOAc1i61F9n0hwZvMLOoA/H/wCtVVGnTYQVpo51myajznrSkgg+tMPQ+1eWdwgOPzo/jpAPk4pRy1IB3Qk08NnpTcdjTQeTTAU8UxjUhqNx0oA9LFLTadQMXNKDTadigBaB1FJS52846c0AeS3UUk2q3s8bAZuZMHPU7zUb3N4n3k4HcCnRTlJHYkYZ2Y59Scmhrpi/B25POD1rZGXUF1FGf94MYxU326AsRhSPXFQowkDblU89xQ4tu8Crj9aoQ+aS1lTiNfy5qq0duVG0svoQaV4YdpCAgexqnLiMEfNt7c0XAJ8r9yX+lVjcSJIGzjB7jNQyvub5SaV8mIEjpRcdiadPtlgJAB5sa5BAwWxwR/I0lg032G4Ycps+8D05FPsUYNwQVPzDnoen6/4U21WSG0lBhAzkE5JBH5+tTsytyVZtpwfrUkb7m69aqLKA7MTUyXZXJQf8CPaquTY0IUYANg8H0zV2GZImBaPPGOlYUus7FK+Y0p9FOFqidWuJXARVQewyfzNHOkHKztIpIHbd5vl4PI7VqRGGTG643HPQd64WAy43o7FupzXXaVdwPAsdwdkzDGQOtaRlciSsdJbXEcQ/0eI4PBduprqbFxJYwOBgMgOK4/T4rgz+VEc4y65HXFdlbxCC2iiHRFCior7IqluTUUlLXMbC0UmaWgBk3+ol/wBxv5V5qB8oHtXpM3+ok/3G/lXm6/cU+1ADJF/d11PgW5Ui/wBOYgNMolT3xwf5iubcDyqZY6jJpGq2t5GMmJvmX+8p4I/KlJXRVOXLJM9UtpyEtJGOMIEP1HH9K5jxPp0Nxrlzcz3SwJJt2grzgKBn9KhXWZLuVgku2HJf3TPr7e46VtFrDXIooLxInuYvuFj1H1rBNo9BxjNdzM8GWyW2pT2vmpITKCrx8hlIzWR4lTy/EuoKevm/0FbOtWaaPafbbOF7S4iZQskXTOejf0NcrLcS3kslxcSGSWQ7nc9Sa0gjmxEtolK9JEEh/wBkiuNdSzYx65rs7xd1q49cD9a5hrfJYjsOtddNe7c4ZPUTSUBuwSua7/T4gsa8HArj9HtnEoIweetd1p8LFFJXOK0gZzZaMMflAn09DWBqMcAkxuPA6810s5bywArDH6Vy2pGXc2ExnJ6VtEyMO48rdx+FUZNuTtHarsglcZ2jn3FUZlPOSMjpzVFoahBBA/OoriIPmUAkn5mUevcj2Pf0pd2Bj09e9IbgLkbsDjBHYis5xv6lxdido47SzYqp3MEUk9CS2ePyp8JCqGZe3em3Mj/YlUMjJ8u4gY6ZI/lUKxzXAyW2rSp3QTsW3vYoxgRDP1pE1CeVtscYB9arvFZ2/wA01xn1yaiXWLZDtt4pZj/sjA/OtHLuyLdjp9NimmmjaV+p5HQV3OmWqoAwZF9ya8zsrnVLl02JHbIcDLZY13OlaUZUQ3V/PKcHhTtH6Um9CWjslSEqN0idPWo5Iecw3DewV6hg0ewVBmAMOM7mJq/Hp1qqhliC8dqi9hma3nKAzbJR0wev51zfihIn0wSx/IRKoZCOQeea7CW32DCFR7EVynimNk07cyjDTBQR36n+lXJ+4xR+JHFL3B70nf2pWXDnmkJ4rzjsFB7dsUg60mQDmjOWGBwaQEueDmmgfOfpTiPlqMnOaYEh9aY3OAKUtlfSomG0hqAPTacKSgUDHClptLmgB1MmYRwSuxwFRmJ+gJp4NZ+vTi30C/k9IGA+p+X+tAHlzKrqrg7dyg1EICT8rZpY5FwIzwQMCrMKFjwec9RW5iNW1nUfLgnr1o+y3GfmXv61qw2c+AQOncitBLEyRrkEccAjvTC5gLpk0g4U/Sq0miXDJvdwi56Hv9K7Oy08MssxlEPkZCMY2KsccqxHHp/gayL+CaeZp7m6Ukk4VVwAKaQrnKSacY3wGB57UptCE2sDj1xWnJ5EbHcwOO5qsblZXVIwxZ2CqvqT0FOyHdlDypLYl0JBH5GpQztbXSrxkrgA8EZ5NQalqpsriW1aNjcROUdTwFYHBB9eaw5r+5mXYzhU/uqMCspTXQtJl+W6t4Bgjz5B2Bwo+p/wqk9xLOfnOF7KBgCq25vU09EeRsDJNZuTZVi9bQRzSxo8yIGYAk11UnhKWxVZIDHcedzGA4OF9fz7Vz2m6bE95At1eGEM4wYk3svoeorpdUs3OrPCdQLPbAQoIxhcDnOffOa0iu6JbCPSrxGHnWcijH92tS10pt4kkjVQOnrVO3kuQqwCaUseBmtq2s3VS0twrSY+UA5x/wDXreJk2bVrdPAsa8AjaM4xwT3rrj1rkbDSiLWMvLk79xAGK67vWVfoXS6hRRRWBqApaKKAGTf6iX/cb+VecR4Man6V6PN/qJf9xv5V5xD91RQIkIyhWsy7GWz0rVAPNZt4h+b8cUAiaBmaFGyQ3qOtSpe3SbVWVhtbIx1qtavmLaP4Rg09Rz70mkylKUdmat3r9/eWH2KeTdGSDk9Tjt9KzoD8pHvSMc7vUURHB5PShKwSk5O7FkTzPkxwefyBrPGnNhuOehrYi2ySY9RtH41fS35Ecgwye3Wu6lH92cs5e8Y+n2fluTtx25rp7cbVHB571S8tR0A654q0HwufwppESYt5NtHB/CuYv5gWck8c81q39ztjIDYPvXKXs5djj+dapWRKGSSrn5TwBxzWfKxJ65UUkmWOcYHXNVpM59aTZokDuRk461Snmwvy1NI2BWtoGmCaVb6dAYlP7tSPvH1+g/nWFSdkaRRiXF+8MSxMrLICrbWGOMHH86hF9d3WQrNjoQvFaPjGDZq8c4+7NEBn3U4/liqmhwh52BKjcvG7uRzx79ayhJt2KkkSw2T4D+XCzdcyZY1egluVwoaNfYJU20quMcCnoA+MjB9a6lFIxcjQstQvIyCFhY5/iGK73SNRR4l+0xxxnjo3FcDZogkUSJlTXX6da6dMigxqT35ptMhnbxXFsYxiVMEd2q5HLE6gCRCMddwrAjsrNEGy3UDFaUUEAAxEOO34VFh3LUqqw5YHFcb41KpaW8a9Wck49h/9euoktuRsCr65auR8YDZJaJvDfKzHH1FKppBjh8SONLE4OOaOqmrEiD06+lRhMKa4jqIVHr9afGgxg00gBh9anAwaAGkYHNRYwSc1Y69aZtA+lAEfOMGmuOKmIFNI5oEejZpQabRQUPzS00UuaAHA1g+MZVj8OSgnmSREH55/pW6K5Hx/OV020gH8crMfwA/+Kpx3E9jzyQ7nJzg1csrpo2AYEgd/SqAOW4IrSsIl3ndhge1aGZuW2o3MiL5e3ZnqTg1f+3GIAyE+vrWbGJJj5aKFUccdKuKBCnykM2D81aRRLJ31KZ9Ka3VRE+8kMeNwPUt6EDGP5Vzt7MASGneVv9jhfz71cuWd0IB69fUmsW9fy4j+VVYSM+9vCmQmFOe1bPgG0S68V2slypkZVeVN3qo4P4EiuaVPPlBY8Hmu9+HdmZPEt1c/wWtoE46Bnbp+S1jJ6XNYnGeN4BB411dFGAbguP8AgQB/rWBntXc/FO0WDxWsyjAuLdHP1GVP8hXD4yaxLBRk1biGF44qFVCinBzVLQTLnnYjK11HhaBbq2kJI8wEDnriuQQFx0rotBeW0mRkPykgmtIvUmS0O2toxGxQxh36dMgY61oWemRCRnc7SelVbViI2ZsB3O45HQk5q/HbMF8+RjwMgGt0YMtRW8v2yKOOc7N4BGD+NdNXP6GrXE73LDhen1roKwrO7sbU1ZBS0UVkaBSUtIaAGzf6iT/cb+VebQH97jtivSJv9RJ/uN/KvNYCBMM9xgUCZcPBqncjJJq43IBqtcnahz0oAgsFDQO3fcQalMfzccYqDTzskliPQncDV0D71AFYDEjClj4z3ocENx0JpYwVDE0AXLJS7KQCTnP0raZ0MYBxnHrWRp+Q4x2rQuGUBjxkYHA6mvQj8COSXxMh83Em0YOPamzXLBdoA7iqnmIJWJPQ1DPIhABZueaaQine3O4k5+lYlwxY4Aye9X7l03kgZHbNZ01wS/oM8AVQ0V5I2ydxx/OqsrKgOKknk3HJJqkwycE5qJOxaQsURubhI8/fYD6V20QWKJI4xhVXaoHpXNeHoPP1CWU8xwrtB9Wb/wCtmulAK/KT0rim7s3irIxvFNsJtI83HzQuGB9jwf6Vh6SRE8blQwB5B7iux1OEXOk3MSjJaM4+o5/pXH2AzCDitKGrJqGs+AeM9xwc9PeliJLDjHvUjyiROrM2FYknJ5H/ANaoVfa+1kOfWutbGD3Nay2k7TjrXR2caqAVfaO+ea5e0kXzAdjde9dJbueBwBnvVJEM6OKaRXG0AjA5B/Ota3ukdRvJB6Gubt5yoU5J9/StOC4Oz5gCD6jNS0JM1G8t9vzk/jXHeLNovbdEPSHJ/Fj/AIV06vGzABcHJ4Brj/EzD+2SqkkLEo5P1NZV9IGlL4jFZvWmr82c0pGTzSLwxHvXEdQ0rxinJ09xSuKF4NAAeDTcfjTyAaTG2gBhA2n1prDvT26UhOVoEehiikpaChaWm5pwNAC1wnxDc+fZLnjynI/76H+Fd1mvPfiGx/tSyH8P2dj/AOPGqjuKWxx8Qy4NaUUvkxkgfMTgVmxEbvrV2I7pUUZ61ZB10MHl2iKo52gsfrSGJjxmnWj+ZADxtwgq8QixAqf0rZGbMS+j2KM/dB5zXLXoaZyAO/Sus1RyQVXn8KxUtwGYkgnqSaGrgmZSwpZwebJgnoB6n0r034eac1n4ZF3KP31/IbhiR/D0X9Bn8a88gtH17WbSwjJCTPtB9E/ib8s17ZEkcUSRRKFjRQqqOwAwBWFR62NYdzzT4u2v/IKvAP8AnpCx/Jh/WvMRgfWvZPinbmbwvDOB/qLpSfowI/wrxnGTWZY4ZJq3DbliDjNRxJuxitSyiO4KR944qkiWya0s8gHH1rY0yALfxRlRksPlJwDz61JbW4QZ746Vt6Alql1cPd2pl+UKGAyo7ngd+K0SIbN7T4ba4DYnDOpy2GGBj179egq7NbyzqsEMRG7qCQMAHB71ZTTdPMcF3DaPCHcbFSPbg443Hrge/fNQXMVrD5YhUJKOhQfLjPOD154P4VotTNmlpQUWrbAQu/Az3wBzV+qmnqyWUe45ZsufxOatZrnn8TOiOw6lpuaM1Ix1GKTNGaAGTD9xL/uN/KvMYj+96+hH5V6fMf8AR5f9xv5GvL07N7CgTNDnbUTAOpB+lSg5FQFtsxH97pQIz4CUuCDx1xWmp3IG9az5V8q8x2bke1Xbcj509ORQMVlyMU1+FYDocVIwwQKYTw1AF2wXaNx9cU+7mCJye9R2jkQbwfWqt3JxyeuSa9CHwI5JfEyt5h+Yg9Miqk8pPXI7VISWQ8cVDIODwcVSEUZmJAzVBzyc88VfucY5PbiqLAcseBVFIqTdCaryuYoCcjJGPerMuSwB+oFQQwf2hqkFqvR3AY+3Un+dc9VmkTp9AtPsujIWGJJf3rfj0/StF/vD3qcKANoGBjgegqMqCv4Vxs2EQjGDXJw2xt7q4h7RyED6Z4/SuqQ8gVkahD5epM4HEqBvxHH+FbUH79iKmwxA32dSS2ApAz/vdqRRltrD6GnIW8kKB2b19RTkxkKxBxyDXajnZZtQd+0jnNdBbZOzPpWLZjOEkHzD7p9K24F2SDcD0HfiqREi2hZACgU5q/byHYB368VQXHQZz9etaFpGSvPHtTILkLHeWB6CuS1t/N1ic9fugfgBXVoAoPvXG3zebeTOP+eh/nXNifhRvQ3ZW4J5oKgNn0pc0oHFcR1DG5b2pG4GaVvvUwk4oAUHLZJ49KU4GaiViCaUgkdaADPagHB56U1gaVRkYNAHoWadmoxTqBjs0tNpaAHZrzz4iMTqlmvpb5/8eNehV518Qv8AkMWv/Xv/AOzGqjuTLY5SMHNWoJPLkVhg81VjPzgVbiTawJHv9aok6vT5PMtgcYAboPrVyZtsOfQg8elZ2kvmx+ZMEnJ/OtKNRNG7H7uMYFarYze5n3qM0u3tn86xNYm8iH7Kgwz8uQe3pXROVigeZwT5Y546ntXJz5kne4mOf4if8/lVgjpfh9YBtWubxl4t4RGuezP1/Rf1r0cGuW8CWph8PG4ddr3UzS4x2Hyj+VdPXLJ3ZutjmPiJG8ngm92fwPG5+gYZ/nXh4Fe8eNxnwVqvP/LIH/x5a8LjGTUoGWbSPJ5rbtkCEZxx0I7Vn2USlhubC+tdRaNp1qqsy+a+emO9apENk9jDNcEiOIvjn/PtXWeEPsMTXUu+VmX5ZAcAL6nHXG369PWsP7ViHddOIIcZWCPgt9TVq0Z7oNGkaxxDoicfn61aRDOx0nWkY3G8MyD5cM4HQnlT3685ArMuZmnmDBQqLkIoHQdh71BGnlbiB1Ynj6Y/pUtsnm3MQwQCwFWtNSd9Do0GyNV9ABTqM0VyHSLS0lLmgApaSloAjnP+jy/7jfyNeZRHCL9BXpk//HvL/uN/I15jEcRgH0HNAmaERyKr3XBUjrnip4+n4YqG5G5SPxoAiu4w8aSr2pY2KyK397inWzBl2NyGHFRuhRtnp0oAuN1qFjwRUkbiRA1RvgSUAWrdttuap3DfNjP4VcjQm3yMdcGqUwDStz0r0Y/Ajkl8TIlOIx6dzUNyNoyDwashSIsDI/rVe4UooGRgDqTQgMuc9STz2FU5zs6n5vT0q1cMFGEHP941Ql4Tc3X0PeqY0VmONzE9sjIq/wCF4N11NdkfcGxT7nk/p/Osq4lyh569a6zR7b7JpFuCMPJ+8b6n/wCtiuOrI3ijUU5amKvzYojPOaVeCfrWBYwD94B6GquqRZWJx1BI/Mf/AFquOuJAwqO/TNsfYg1dJ2miZ7MyEUiNHO7aVPfIzu7Dt+NK+NuV79RSoAsIOE6dQefvHqKY7YYEHrXoI5maNg6EorcjPXqRXSQoduCBjPytXMWOGkU9COMV1Gmlm+Ug49CKdyGWBG2doWr9uAEOevcYpFh+YnHykYNPjAVM5/GncgSRhHEXPQDv/n2riySTk9+TXV6nJ5WmzY9NoP14rlO2K5MS9UjpoLRsY2FPsaUEEUp5yKYOOK5ToFYZ5poUU7NNBxQAhUDmjAzQTzTc849KAGuKVelI3egHigDvqUGm0tMY6lzTRSigB1effED/AJClv6+QCP8Avo16BmvPviAM6pbf9e//ALMacdxS2OWs4HublUQouBks7YAFbccNtLB8t5FlRhsocY9Qe4rG00hdQUsQCFYru6Z2nFWrcl5PLgK5bLNhcdM9wenWqvYix1UEUPlO0N1AYyDjapGwADgjv+Ganmje0sF3PEZs7njU5KKRlT+OfwqrZajb2tjDmSSIBMRSDDhjkknHUcn/AD1q+10utW0sR2/aLZhKXMeGkTAzz69Pw6VoiGjOvEL2Sr0z1ArndSCqBEoIVeW/CuknJkYqOnXvXO3MbS3IiXlnIHXueK0exK3PVNCtza6BYQHllgTcfcjJ/nWjTFAQBFGFUbQPQDinVxnSZHixVbwhq4bp9kc/iBx+uK8IgA8zn1r3Xxc23wfq59bVh+eK8KQ4JpoTLm4rwPXIrW0iG8uH32sDTSZIwO3Gf/r1kwAOPmHFdRovkxWDzLMzXKEiJA20KeMnjk9f8jNaR3IZo2mlAsZr1y8ncHgA10NrtiQLGOM8ms+zElwolmcu7AdT7cVqwptbA6AYxWqRm2WWLFeRgYxzU2m/8fka9wWY/lVcyDCqT36Vc0nD3sjj+GP+Z/8ArUS0iwiveRtClptLXKdA6ikozQAuaWkpaAGT/wDHvL/uN/I15fEQYl57V6hN/wAe8v8AuN/KvKYuTweMZoEaFsxxtPanzDuKZBwoPepJPu5oAoq20ZHGG/KrrASID3xwazpCI7kg/dcDn3q/GP8AR1zzjpj0oASEbJSuMAjNOlXlT+FIRtYNntjNPcbo2HqOKALcZxZkL6is1lzI3JzWtZKr2sowDjgVRmgIB4PSvS2SRx9SH+AZ571RvASwCjk9q0vJ+UHP5d6o3Z24G7HtSQzHkQJndz7Vl3Ume+a0bt8DABPPTFZU/Bwe9KT0KRDHA1zdQW46yOBXdycAIBwOlcr4ei87V3lPIhTP4nj/ABrrnXjNcU3dm8RkfLEVIF+Y02AZNTDhyKgojkX5fpTbkboJh/sZqcgHI9qixkEeqkU46NCexi7Ssakrwc89jyagmXBDKcj+VWHXEQ4I6gnt1H+NVW3pLj869I5jV00KSAent1rsbFTsGQfrXIacVB3L0GOK7PTwWjBA4z3oexDNGOH9w3oTgnFIYlUe4HeraWzMqgEjHeh7MqgyenWkmKxzOvkizjUHq/p1wDXO5NbfiNiSpU8K2B7461hbgRkdK5MR8Z00fhFY8ehpM5XPegsCKjLYFYGoobmmM3zUoPHNNPNACkjNM3UrVHnrQA5n5pA2eQajzkUvegD0OlpKUGmMUGnU2lFADq4Hx6p/tK2OOsGP/HjXfV5z4w1CO91kxRci1HlE+rck/wA8U47ky2OZtF3ahCv959vTpnit230eSTy9keSWA4YAg5xzzkDnrWLbv5N5FIOob0z+la1pHabY0FwTnJwwzsUY5J/GqJOmtfDN/aJsEMKrG27DgNvBxwCTyPYVLbLDBp20K3n3AeMMBwFDAt+fyj2waxpdSklRIUklfyn+7MAyqB/dP9avw3E0oUzOGKg7ePfNaRuRIS6by4mA67uTWJY25utcs7cH786ZPsDk/oK2Ll1OQRyWzzVXw3F5nim1+Xdt3yH/AGcKcfrirm/dFHc9Izk59aUGmilzXKdBi+MufB2q5P8Ayw/qK8LXOa9x8akjwZqm3r5Q/Lcua8NUnfhetCEzSs4ZZXASNmPoBXZaPp7QafJK0lqHORs37i2Rzj0Ye59q461vJEGwPtHcjrW3ojyXupRomVhj5OO5960iZs7Wzjby1wOcVfKuowfXmrFrADErY56c9MVNLbgoxPfmtTMypnORg8DpzWn4efzPtUnYFU/max7vEYYA889a1vCiMumyu3V52/QAUqmkSofEb/alpoNOrmNwpaTNFAC0tJRmgBsx/wBHl/3G/ka8mtjmIc8jg16zNzBJ/uH+VeUWgyzgdVYjFAGlFyAPxqZvmjOOtRR9PQ4qTd8poEZc5WQ7uh7j0NXrM5tUB5OKztQPk3Icfcfr9av23EMZHTFAEjDHHbNP7UOMoaYrcY9KANXTU/0dx2L/ANKLqLaSDj0p2mqfsxzn7+/P6UT/ADdR3r0E7pHG92UJOF2hu56isW8zvPzZJNbsoGzce/aufvyPN5PAJwBQNGVcvx8p5z1rMumAzjqKuXL4PBO7+VZdwRsb6VE3oaRWp0XhKA/Zri4I/wBZIFB9gP8AE10g7A1meHVUaBalPQ5+u45rUPBrje5sRRrtlwKlP+sPrimhT53FK/38+gpDJO9VpXEW9v7vNWB6+tV5V3OwPdacd9RMxy++HJGMlu/0qsxBYhuo6EVNJ8sY68M3HbpUDYYkDgivSOY0tNLCTdnoa77R8FFKKAw7dq880mTE2HDbc9K9H0hBtU4zk9cVLehLOijIZQQACKr3aMIiw+gFWrZGIORyPSm3eBAQeOc1MXqDOA15tnkJ3+Y1z5O19v8ACTxWnrMpk1ObuqnaPpWW/wAynH4VyVpXm2dNNWigY4phHNP4ZAfalxxzWZYzPFA6YpCMUKcmgBCeKYelK5pBQBH0fHrTwOaYeGqTORmgD0Kimg07NMYopRSA0tACg968j1GNodcvonB3C5kBz35yK9czXnvjKwa31kXaj93cANn/AGgMEfoD+NVHcmWxys3L89BTU6fjxT5wS5NMXOaZJt2DFhl8knGTW5EwCjH/AOusTTwBF17VqK21QQD6c+taQIZJduPLL+lTeCI1m1m6uWb5o4cBf94gZ/T9aoahIDA4B56CjwlfNZa7CnJS4Pkvz0zyD+YH5mqqfCENz0ulzRRXKbnNePrgQeDL0HrKUiH4sD/SvFh8gz3Nez+P7R7rwjclMkwOkxHsDg/oa8Z43Y7U0Jli0ge5kCrwvc122gwJbLlFA44J7/WuQtJ9hUbflByQO9d5YXugSgeZcyx5H3SOlaRsZyNuznu5lyp/d5+92rYjjfYRK+6qWkw2RjLWWoJLH1KngitGUZOxSOa1RmzEuYzIxCdF710ul2xttOhjIw2Cx+pOahtLSKQCTIZQfzIrSFZ1ZX0RpTj1DpS0UZrE1FFLSUoNAC0UUUANl/1En+4f5V5Tb8XJ/wCmiZ/Ef/rr1aX/AFMn+4f5V5TBxcRZ7Nj8CDQI1FAK0o4Ug9MdaBwDmhTwQaBGbqqk2+4dVAYfhVqzYNax46bQcVDqOREOMryDRpLD7IE7p/KgZfYDZUSjLdcZHOalPYioJVLKUBxkYz6U42vqJ7aHQ6eFNllRlQcfWqkzZcin6K0kekmNzk7yCw9MVVnmKSk+2BXezkGXE4WM/lxXL30haQ7e44NbF3P6t17+lYV623L98cUikZM5xn9KppBNdzpBCheRz8qjvU1xJjIzk4rY8KWu67luj0jXYp9z1/QfrWFSRrFGzoVlPp+mC3uCu7eSApzgGr7H5xTmIBz2pv8AETXOzQcnLE+lJJ1pEO1setPcfMfegYAHFRyryrD3qRTimyfdz6UIRz90dhK8ffNVcZbd2NWbongknJLHH5VCvHYYr0kcxr6UF3AsMMehrvtHlXyxk/jXn1kodcoeP5V1mjSsoCMQQB+dSxHc2khYA9BkmquqyqLSRicDnOT0GKdZEsiY6EdBVbVIjNp8kQ/iBB96UdxM82u5POuZJezsSKr5wtWryB7WZoX6jn6iqp9a4ZJpu51xtbQZna+Oxp2TihgGUjvQOVpDIy2O1C55NHQUDjpQA1hnpSD6VL3NRkfPQAxhkmhacV603p+dAHoIpabmlpjHilFNBpaAHVxPjLWIZLyPR0h3un72SU9EODhR9R1/Cu1rhfFujvb6kdUi+aO4OHH918Y/IgU47ilsclIcuaWOPe6+maimDKx4q1p0gMm1u9V1IL9sDHgdea0vMKqDimGFUwfU9qiuH2KAvQVrFWIZDeTqIWZjnHOPSus8NeGraEW2qy3H2iVlEkQThFyP1PNcHdb518tQSScBVHU16P4O0y80rQVt7w4ZpC6Rf881PY++cnHbNTUb2KgjoRS0gpRWJqYXjRzF4N1RgAcwhefdlH9a8KLcmvevFlpLfeFNSt4AWkMW5VAyW2kMR+QrwnaA3TNCEx1vHLM4WNGY+1bNtpa7x9pugnqkQ3t/gKqWcoDBTwh644rXiiZ32oybccDcOatIhs2rC4t9JBMAZSV5LNkn610GieIEvbyWB22s6FYyezdq5q30mSYDlfqWFStoRjVXinRJByCrZya0Sa2Idj0LQpmk09lIx5crIPw//XWoDVDSWiawQxkEkkvj+8eT+tX6xn8TNY7IWnU2lFSUOopM0uaAFFKDTaWgBJf9TJ/uH+VeVyKUVZVGWjbJHqK9Ul/1Mn+6f5V5uyhSeOPSgTLGQ8YYdGHWmcqcHpSWnyIYuy8r9Kccb2FAivdD9ySRlcYYelVNMzDdNETlSvB9fSr9wQIWz02mqCJ5RjmjOV6igDWYcVEw+cE1KHDoGHQimFTJ8oOCeMntTiruwN2VzQspAbN5PuqPlUfzrLvpApOD34NaEssaQx2cJyFHJ7k+tZGo5QANXdI5UU3bcMnsKxdRn4ODyf0rSkfZGQOvesG9YbvbFQ3oWkUWOT7V2nhzYujRbepZi31z/hiuOhia4mWNRlmIUD3NdtYWf9naesO4M24liOmT6VzzZtE0Oo9aTPIH50qEbRTW4JArMoXPI+tPc8iojwoqTNAATikByDQ3TNIv3hjvQBzl4wM7gEYR2UDvjio0ZRkGpbxTHcXSEn/WFwMjHI6/pVQEk5rvi7o5pbm7pmQCYziun09CSD0P901y2mnYv5Yrp9Mk81xz07ZwaGSdnZS4RA2AQuKbfzBLdjjjFRQZQcc4HPOaqazdEaLPKgAkQLgH1JwP50RJZxusSeZfZzkgYz+NZ+PlpzuzMpY5wNopccZrjqSUpNo64K0bEeOaaRhvY1IwxSEZWoKIiOab0NSkbhTO1ABnIpCOM0Ac088DFAEXamsOeKdghiPypSKAO7opAacDTGApwNNpRQA6s3xFH5vh69AXJEe4e2CDn+daNRXcix2Nw7ruRYmJX1GDxQB5BN+9QOOveizU+cAOOetRu+zag+tOgm8uYHitOpkdIZfkUZzVCe52FlYfSoheAfLmqdzOCTlvpWlybEN9NKHBiODkEEdiORXsmjaj/aukWt9s2NMmWXP3W6EfmK8Oe5YHA/WvZPCMiyeFNOKnpEVb6hjmsZ6u5rE3AaWkFKKgoUHBB9K8D8RWv2HxJqVsAAqXD7QOwJyP0Ne+V4l46t2i8Y6kG43usi+4KimhMw4ZMHmrIm2nIbFVIYC7ffAHqa07aC0R1DsZWJAx0UVSuSdH4Zk89JmlfcFAwCa0ri3iuBIikq+0lcNjJ/CqNrCqjZAI9xPb+lNcSI+9Ttde2a6Yqy1MWdB4Ga7F5NC7kxqpL5/Su8rnPCcSm2ubsYzMyjjqMDkfma6Kuer8RtDYcKWm06sywpRSU4UAFLSUooAbL/qZP90/yrzxxlGI616JL/qZP90/yrz4YOF9qBMZBzg98UPwzc80qnY2O3aoXfJPtQIJ/mt5MelVLCQFWibqMkD2q6FzCy+xrMH7q4T6UAa0Q2IR27e1RzswMaJ1Y81KcbajOGmU54ANa0FeZFT4TXgtVjgMzdTXM6xc77jHAA7Cte7uXmRVVyoxzisC9hVNxzk+tdE2YxRnzSfIRmsi5OWNaMx461mzfeqGWhbA+Xdwvj7rg/rXeSdPbNcPZj99Hx/EP513DjKNWM0axFhPyfjTn9abD/q8U5+lZlDAdzAGpWOOnpUMfDL71I33h70AOzwPahSN9NJ4NC53UAZWtYMg2gg4BJH44rOt0D4zV7VObps4yUUD/wAerNluPJjWNfvHrXdT0gc89WdBYwo+7LBR9a37axlidJIySFOcjnvXHaes7gtux3roLRtUt9r2siuRjKk4zQ2QegWzvJZBiCWx6Vk6oA1vcQuCFZck59OR/KotM8ZLb7bfU7V4T03Y4qzrkkVxatc20ivC6MMjsdppx1JehwbjqPQ04HK/hTf4mB60dOK4GdobsgikAJpQtPA+WgCJuASBTByDmpiBioyMUANA+WlOcDNLgY9jSDLfhQAzGRmgjinAdqMc0AdrThSClpjFzTqbS0AOpGRZEZHGVYFSPY0UtAHimp27Wd9cW7HmKRk/I4qqH+Yc10fji1+z+IZmA+WZVl/EjB/UVyufetDMvGXODmo5JNwNQ+ZgVEzEnrTuFhSDur1T4dXRl0Oa1Jz5E2R9GGf5g15Pk7uteifDWUrdXkXZ4g34hv8A69Q9ikejClpopwqSh2a8r+KNt5etWdyB/rrfafqrH+hFep15j8UpS2q6dCR8q27P+JbH/sooQmcIGCDn8aXznYjBwPaoCckmnxgFhk4qiTRtZ72Eh4J3yOcZrpLDV01UCKUCO9Xoegf2+tYlvAyRblwy+oqV7QE+fFlZUOfrW8LozlZnqfg//kHTj0l6fhXRiuT8EXf2u0uGOA52lx/tcgn8eK6ysKvxM1h8ItOptOzUFC0UlLQAtLQKWgBkv+pk/wB0/wAq88DlZPqBXocv+ol/3G/lXmqnMoJ7igTLDdM1Wk4kY9qs/wAFVZeOT+NAiymNpPqKzbiP+LuO9aUPKYqvcRjaPQ0DJlO6FT6qKYVVScADPWkhb9zGpPI+X8qcxCt8x7cVtQ+MzqfCJJLHDGWc87eBWBe3ZlY4yBWhdvlTx3rDnkwdtbTMokErj1NU3OWqaR8k1AeWqCy1Zpm4hA/viu3I4P41yGmpuu7cf7Wf1rseGzg9azqbIuIyIYBFI7Y571LGoBOelNcLuIzWRQwKchvepJeADQhBjA9Kcy7kNAES8ttNSgc02HByfyqbAAoAxdWwg3fn+AOK5+GNp5C56Bu9burASTFMrwOfUdP0qlGqBcKRXdTXuq5hJ6mnbsltBzjJxxXQ6LcWrsBJJt54zxXO29ibyUF5VC8Y5rpbLw4QFeNkkGB1NU7meh0qRWN4mx1jkXb35rDvLE6eJ7a3Ym0uI2CoTna2OMVfggFq4AQrkc0l6/8AokrHBMaF/wAQKcUS2cUfvZ9aCDwaeBnFIvPFecztGZ5AqTO3ANII/nBpZBhs0DFHNREZJFSLzSNhaAInOF47UiH1pr8mmhsGgCaj6UwtnpTg2OKAOzFOpgpwpjHClpBSigBRThSCloA5Dx/p4m0uG+UfPA+xj/st/wDXx+deYNkV7tf2aX+n3Fo4yJoyn49j+eK8Ou4milZHGGUkEe461S2Ie5DnimE0Z4pBQA5Rk13fw8fZrRX+/A4/LB/pXDxjJFdp4EYR69B/tB1/8dP+FUlow6nqYpRQKUVmWAryv4oTBtdtYx1jtQD+LMa9Vrx34jMJPF84B4jhiU/Xbn+tCEzkRUiKCeTimHjpTlBJqiTRtpJ7bBifcnda3bWXz1BAwcYNc9bMVYDIrbtMht6cEdR61vTM5Hb+A4XSa+bGE2qPxya7aua8GKPsFzIp4eUH6cV01Y1fiZrD4QFLSCnCsygFLRS0AFKKMUUAMm/495f9xv5V5jFJmdR/sA16dN/x7y/7jfyry1UKShwP4cUCZog1BcKO/SlRvkLk1WtpfPMxONu7AoEWoDjI9qYj+YCe2eKVSEb8MVDH8i7T1yaAJWTj5eCDkUyaQGVT2BwakT54ywP1qpdFUfjHJzWtH4yKnwkF23zY7YrAuW/eHB4rRuZyDgnvwax5my+K3mZxImYZ460gJJoOAMmkiBdx6VBRt6RGftaDui5NdPHxGoPU1z+hqDNO/TAxWtvPmdcis6u6LgPjlLSuhP3ak7n0qrt8q+B52yD9avDBGf51kWNX0qZmwAvrUYdY1PGTSbixD+3SgQsAKFh2BqVj8pqMtg545pCwxktQM5/VpHaZ0Vm5PQjgdeR+lZ8UUhxlsZqzeEm5kPTn0I7VXG/dweld6WhzMtxxHoJGJz2NbOmyX8Tr5F2yemTWJAzKRlq2rGQg/NtI/wDrU0iWzsNP1HUCgS7jjlGMb064o1GQHTLtkyP3ZGD26D+tU9PlKxE5JGOKXU5s6fP82NxA5PXnp+lU1ZMhayRggjFR9GNR+YQtIJK807SwpzTWYYx3qLex4GKTp1NAEgYhsdqa/PSml1z9KaXOOKBiHOetMIwaDnrTC2KAJCT0oySpqLcW5xThnHPWgDu6UUgpRTGKDTgaaKUUAPBpQabSjNADq8j8a2P2TxFc7VxHKRKv/Auv65r1wVxHxFst9vaXgHKlom+nUf1px3FI8zNKKGGDSqKZJKg6etdX4TfydascjjzlH55H9a5m3Xc+ewrd0aQR6tZsTgCRWJ/4EK0S0Je57EKcDSdzSisDUXtXi3jklvF+o5J4dRz/ALi17TXi3jhceL9R46up/wDHFqkJnN7eacoFNPWnKKZJZgwGrftCCAD0rAg++K3bIEsnPet6ZnI9Q8JQLBonynO+Vm/kP6VvZrJ8ORlNDt8/xFm/WtesKnxM1jsgFKKKWoKFpaSloAUUtJS0AMm/495f9xv5V5cZBx2+UV6jN/x7y/7jfyNeUuuHQjn5aBMkfJjOSSBUdifKtJFYEMrk/h2qYqfKBPfoB2qNcAPGerjrQIkE2c4HFIjbS3PfNORPLhCsRn2ph+abaBjNAA0xwY1wN/IP86pXrhRGM/w1fNvgpz0OaytUVlcD/ZJA/GtaPxkT2M++JeNZEPHQ1mMWJzitBHDAoTwapSAo+PSt5LqREiZWI9KtW6bFjbGcZJ/CoVBY81cRsW0jH+7j86SQXNTQiPKlY92xW0kJY7sbQfWsrw0A1s5I6HgitmVs/KOB3Oeawq/EaR2I7ohItyjeyHqakSVXgVkyQec560wLlSOxFQWZMI8l1x8xxWZRYbkUBtqcDgcU5sHgGow2QV6Ad6AELsy8nkUpfKe9MON1DAD+dNbgzBvFY3EgAK4YjBHPWquyZckdBT7xiJ2CgAEn7vTqagMsi9DXejnLkTnb8wOQO1aNnIAeDwfWslLiTABA5q3BIR83HtTQmdZazYiGTzgUahNuslGPvScfgD/jWZazEYySO/WrV04MUK4wVBP5/wD6qdV2psmC99FJ0PJzTfLGDg1PyRyaQqOorzTrIFBAxk0rIfWn4BGc8ig8r15oAjC8jqKNpz3p4Vcdyadt59B6CgCBkIGe1N2EtirL7QcAZ+tMxgknqaAIsYFGBTm4Iz09TTTkHP8ASgDuRS0gpRTKHUopKWgBacKQUoFACisPxhbfaPDF1xzEVlB9MHn9Ca3aq6pClxpN5DIcI8Dgn0GDQgPCZRhjx+FIuTxUkgzkg0yL7/NX1I6F6BMKFH51dtivmEk4UYXd6c1UX5Uz+VaemWM13JHBCgeWRsKp6MevPsByTWuiRGreh6rol8dR0uKdv9YPkk92HetEVQ0bTG0rTI7eQ5kPzuexJ9PbGBWgK53a5shRXjvxBQJ4vucfxRxP+aj/AAr2MCvJPiKmPFbk55t4j+hH9Ka3E9jjSQaUCmsOc0KTmqJLdufmFbthyy/WsG3+8MV0OmjcyrjOeK2pmcj13R4jFo9mjdREp/Pn+tXwKZEnlxInTaoX8hUgrmbuzZbBSiilxSGApcUtGKAAClxRThQBHMP3En+438q8vMRZ04JAGOOteozf6iT/AHG/lXmkYDNuLc44oEx3l4TBDGqcsbxMXI+XPJq/klup4oaMyKQykj0oEJGFnhB4Jxnim/Z2ByB+dRJHJDKWAwuehPWrjrlQyjINADTAGUNxke9c/r4MU9u+BjB6fWt1VRTt39+lYniBGHlhiCQGIxWtH4iZ7GBMpjkJH3TyKjl+cZxzUsvzwYPUVWQ44PauhmSH243tjvU052W+OmWwPoP/ANdJYgGU+1R3z8pEOoA/Xmk9h9TpfDTKlg4IGd/Uj2ra2BnO1PcmqHh9BFpkW4ffJbj8v6Vq/u1JCq24965Zu8jWOxVkXDjAx7+lP2KQPkHHepDEefvHPqaChVccfnUjK8ibxuGARREPMi+YDdSvF3AwfapIFJh5HQ4+tAEIQAABeagnJRC3GMYxV7bg4C8etUNUYJbgDu6gn8aqCvJClsc7dk/aWY5znoW3Hqe/eq7NzV25Ta2AB17dKpyJ0OK7rGALzjHWrcXC88GqiA7ueKs7iNqnFNAzZtW47Gr85y646BQKzrA569q0drbwSBhuf1pYh/uxU17xESe6mk3H05qcoM+opu3bkHGK886SHIB6daP4SDUvlFR0z3o2HGMYoAhxS96c6uMU0oaAE3EfdApDI2OQKcqccj86eCuOcfgKAK5+fgDORzT2hyvRjjvUmUBOB+dNY5YckCgDsBSim5pc0yh1OFNpQaAHCnCmA04GgB9NliWaF4nztdSpx6EYpQaUGgDxTXdHudG1B7eZcgklH7OPUf54rLj+/wCle732n2mp25t723SeLOQHHQ+oPUH6VyGp/D+yhhmurW7ulKDcI22sMd+etPmJ5TjLeB5ZY0KsWf7iKMs30FepeGdCGmWqzXAQ3bjBx0jX+6P6nvXIaRFFp16jKMt0Ltya9GtJVeIHOaxq1ubRbHTSpKOr3Na1nSf/AIlk5AdgXtnPqOq/y/MVDNbyW7hZF+8MqR0I9qztXjke0W7tyRcWjefFjvgfMv4jP44rsIEh1bT3QYO5Vmhb03DP5ZP606buiKsbO5zteVfElf8AipozxzaJ9fvNXqnIOCOR2ryr4kf8jPGf+nSP/wBCatI7mT2OLyOhpNozkU1wetICaskuW4O8V1nh2Hz9WtIgPvSqP1rlLQbmGTXeeCYA+tQNjOxWf8hW0dI3Ie56dnJz60opoNLmuU2HCnCmA07NADqWm5pc0AOFLTc0uaAEm/1En+438q83WLABHBIHNejzf6iT/cb+VeYETxpmPJAHQ0CZaIOcZ6dvWkI3IQDgjtVaG+EkpSSMrIvGMdasxzxTgNGwP6GgQ0LuQ7z9MU5FVRjcTUoVPx9KNgDZAx+FAFV03KUGQT39qoeIY5BYw3hC+VFKI2x1JIyfw6fjWwVO4ADg9/QVesrNZ9PuoJ1SWCaViFI/hIXIP4irp/FcUtjzG4fypSv5VXz831rrdZ8Iyod9gTKBwInOHA+p4NcxcWN3asfPtposf30IH59K6G7mSHWX+scf7J/w/rVSANf6uscfJeTav58VIZ0jif5l3MAoGc8/5xXX+CfA7NOl9qhYEYaOFSRgjn5vfpxUSeqRSWhsra/Yc2hJzAfLPHccZo4bqSa0dahMWsT53bZCJAcdcj/HNZ5TB6n8qwe5ohCoYck8elJuUUFD1HPtQE3Nnt39qQCFgByT9MUJIpjPGBnrTvL345+hpY0XDA560AMHBPPHasnWT/o8bYIzMo61sNt3tnheM+1ZHiR1S2hC95AR7AVpS+NClsZc+Fky3Qg/hVd2ikHymprseYqn61kENG+O+a7W7GCRad/mx3zUiDcevIqouS3NWo+Gz2oTuDNzTxiPJHWtcqyxqh4AAH6Vk6YQ5Re2RkV0K9clCB9MZrPFPRIdJatlBUK5LZA7mhkPLAnHXNX2G8Y6io9zbsFQB2rjNymFcuMZI96VUZic9RV/yznOOPakSBQ5kYmkBTEJPsKBAByOc1e8tTyF5PelCcdOfamBnm3454/Cl+zxnuTV8w8dBmmGMwxgsMnvjtQBT+zKTwDSG2GelXQjqMt+lBJbAWM/lQBq5pc0ynA0FD80oNMzSg0ASClBpmaUGgCQGlBpmaUUASA0kiLLE8bdGUqfxpAabNKIYJJSMhELY9cDNIDg72BrS6aOThkbFdLoF2J4DGTlhXM3cN6xkuZYppkncypKqEgoQCOnTj+VSaJPdJfqsFpcylhgqkZ/WuaUXc6oyVtT0SB2Z0VhlR1rp/DCwf2cghkDfZgbUp3XYTgH8NtZmj6JcTW0k96BFIVzHGjZK8Z5PQ/h+dSeENHu9OfUL+6lAj1CRZ44e6Lgct7n07VrTi47mdSSktCheYF7OB08xv5mvJfiUMeIom55tE+n3mr1SSTzJXfP3mJ/M15P8R3L+JVXj5baMdfdjWq3MHsciBvHqajwVOCKVGKsDVotGwDEdK0tcgWzGZQCPzr0nwGn+lztjhYuv1I/wrgYI2LAhD+FeieAUkAvWYfL8oz75PFaPSDJXxHbA07NMzS5rmNh4NLmmA04UAOzTgaZmlzQA/NLmmZpc0AJMf8AR5f9xv5GvOYJGWFBJvJ2DO/rXosn+qfPTaf5Vw6/uztI3p2JHGKBMgEKTEHaM+uOapvostvI7QyEKTkIe30rUV42iB24+b+E4xVpR58YdJFwDjmgRhJLeQxASR7iCVJ/rVuKZHwVB3Y6dCauurZIdlIPaojaxsNwCg+1AEXn4yjpg/7TYqW3vmtrqFC6lJSVYdRu/hH160rQo4MUgDq3JB6Vzc9qbTxPbQoZWgLh1B5xx60XsFrnbzMHQnG4ehrOnkeBCYpXjBHTJx+Va8oWexhlj5YjhhWLdW8srqCCTnr2pqvHqX7CW6KkLSTSKzCIshyrGFd2fXOK1rbUZ9K02K/1GGXN1KyQhRgMVycZPTitPR9HiEW+c7yRkDtUvizSJb3Q7Gzs8vO2pRGGP3Ocge2Mn25qHWv8JaoWV5F/WPDl1eaXbaxbMJ7V7dJNqjDqrDdkj2z2rlBGBxwTjrXuWmWK6dpVnYg7hbwJFkd8DGa8+8Z6BFp15HdWyCOCckMo6I/Xj2I5x9aq/cyscWYlzgAUiQqzOFA4OCCelXljAZsuPQA037OBIZMjpg5oEVBbEHaAM9qRYcFh/KrzKu3eSSAeQo60yMxGThyDg/KVIP60AUngYkAjA75rlvFc6teQQrgBFBP1Ndw6JtzuOO/Fee+JcLrkucgfKAD2+UVrR+ImewSAruVuqsT+Gaju7TK+YmCDyKa7kXRwp5GQCAOPoKvWrq2bd+VxlD/Su2OqsYPRmHHgOFPBFW487M0l7aNbXJOMoehqeCJnQdQO5oS1sNs0tCbzdQVMdATiuvS1Lje0ZCjuWrn/AA9aeVeyTgZ2ptOfU/8A1q6dmJGOfrXLiH71jSmtCubQ7QQh+lM8hvQfiatebg7WXjsQOP8A61OHlEdSfpXOaFE5QnofbFLHHIzjC8d+Kvs0QUsUIx1JP/1qcjcfIq/jzTAo7CrdPl78VMqbgNpHvgVcEc2emPouKf5LdWfP40AUvJ7nIH0xmnLbxk5LZ+nP/wBapDGA2cDj2o3SgjANAhq29rvKGMllAIy3r9KV4ogOIjj2amlJZJEOxsg9R6ehp5jnXAKHNAEOaXNMzSg0FjwacDUeadmgB4NOBqMGnA0APBpQaYDS5oAkBpc+tRg07NAFS9jmgiSOxJjKEBQnGFPb8Kgt5NSWdGaSVlVvmDOMY78etacx2orEptXkhgSfUEY5pYpbB50QrMQ5DFkIUH0GaQHc6fK0lgGGQ5TjA74qxqc32fTZ3HG2Mqv1PA/nVOzeN7RAkckMYdVBYgbvmAAHrmjxIZBpR3HgyLV9AOSzXkfjuQnxXd7hwFjUH22A/wBa9aByQK8Z8Qz/ANpaxczs4WWSY5UjhQOAPrgClETMJpAegp8TkkDHFSfZX3hFXeT02c5xQqFDl8qP9oYq0QbFo0jYAbOBXpXgpSNGkY/xTH9AK830zEuDH85HBr03wohh0ySJsbhMxx7HH+FaVPgJj8R0ANKDTBS5rmNh4NKDTQaXNADwaXNMzS5oAfmlzTAaWgBZP9U/+6f5VxCqQShyOPl9K7SQ4hkPopP6Vw6ajYyBSZgp9GOMfnQJkoj4IOMDoKFieOFvLYhiQaVbm2ZgPNUtjO0SLzUylWR8QtuxnliKBDFkfdtk4z0bHBP+NLt7jj3FTrsZQpUZIzjnpSDacHK7T0JoAjCkjJHP86ztQkkTUtOKoNvmkE/VTWsk0KqQSAR6Ypka29/MpT94LYl2O4YDYIAOOc9T+FAzV0gCa1cbTtRvlJHX1/z702cJG27AGK09Cso9S0nfZkR6lACjRs+I3UnPI/hz/e9RzVNPC9r4gvLuPUPEMIgtBm5ttNIIiHpLO3yg8HgDtWEqbcjphVUYkEXiLTomjt4nNzcO4jWGHBZmJwFHvmvUNK0lbYR3N0im7CnAzkRZ6gH17E/0rx+Dx14c8JXCW/h7w/FJZrKvm6hcyEyyDdyy5GeByOgPpXuSeW2J1lLK6gLlvlIPIOPU5rRU1EznVciYcVgeMYBN4buiRkxFZB7EH/Amt7OKzPESCTw/qCnp5DH+tUZnkXLcBsHp6UhUjHzKfxqXyweQpFOEecYA+hFMkgjRizcjafXtQsbZYMFPYZq15bA5VVpQXJzsXj2FAFMw4+XAA9M9a828XnytcZM9AP8A0EV6wRkYI+teT+PR5PiaT3jQj/vkVpB2uJq46BAZy3y/6sfd+g/WmiRg2f4gcineatvHPLJx0RQRjsKzZdSQnjH1rrUkkYtXZ0STx3CYfHPY81KgXACgE4wOOBXNwXaHvzXTaNGLyS1iycSSbWPt/wDq/nWqqJq5DidZpVstvp8e4fM/zsSOeaugIB0z6k4qcRCB2cghTgHcMgD2FSsAJdnlrjGfSvMlLmbZ0pWVimETfnbk+gp3lqTlUxzzxVsLuxgDHsad5IP8P5nNIZWEUTAgqM46Y60RLHGAIowqjvirZhHfaAPSmiBMKNzYHtQBCzOQVB49AaQRuRyM+9WjCq4GXH4AUu1ePmY0AVRbM3c/iRTzAEHLAfhU4CkEBM/U0Z5+VVHuBTAakfozEn0prCMH5w2enJNShmUHBBJ9RmmOjyKxY446GgDCp2aSloKFpQaQCloAUGnCm04UALS0gpaAFzTgabS0ASyBJIwr7x0IKHByDkc1Ys5i5R0KiPqCRluvuKgXO7CnntThbTtcvJIT5Qx5bCXrwM/L9c0AdPazXOxT5yzMJFHlqi4UbuTk+grU1iIXOk3SL8zBd4464Of6VyNp9mwzOJ8rz5hBwv6V2yIuAQhX/ZPvVAee9awPFOl2V3p5mltozOGVRLjDYPXmuq1KyNhfSQkfJnch9VPT/D8KwNfydNCjvIv9azk7IcVdnm83h5tpNtK49eM8U220zUpMQKDJECCFYLkkfUV2tjD8qAjk1vWdjHuDbBweOKxVaSOn2EWcVpfhHWWDecFtop2DNggYx0wBXd6XYDTrQReYZHPLvjGT7e1adyuwxIOm3NRAVvGblHU5pwUZaC0ooFLQIUUtAFLigApaMU7FACUtLilxQA1vuN9DXNPHC3XOD6iumf8A1b/7p/lXKCXI6jPowoExJLaB/lZAy/3SuajjsYFf5EIA9CQPyzVhZWI+6Pc7anWYIP8AWY/4Dj+lAiqLI7jsMigHpv4/I5qQWchGGYMPUjBH5cfpVsspYlpVO4DAyaevKMEkXOOM5ODQBkPoy3MnlpKyDrIynoPr61DZWMFle6mtqhRPkiVC2ckcluf8810KqsSKu7CjvjnPrVHT4oby/wBRclZY22rgjK/KOvP1xQM19FuUtLuKZh85AWVT3Hr/ACP4V0OvaXp+o6VdI9tqFxCW+0T2diVi+1sBwCTjJ4HAPOBXIyaVC4UCIp6rG5AHvgV2Oi3DrpqRs5eSIbMyd/TP+e1AIytPbQ9Ht43Ph+2ttQlUPDZQD7Zdbexdjwv9Peut8NXupXelmTWdPksrgTMESV1JdM5VsDGDjjGByKoXkOqXdjcfYLsW07q2DFiPe2OMvgnOcc4rE8MeFdW0zW49V1PxKbu4hUrLaWiGTcGHR2bn3HA7UDPSB8wPXrjkVT1KPztMuosctC4/SprS6S7gWaEho26HI/EY7H2qZlDDmkB5IQmMrn8sUbAwxyMe+K0tQsDYX81syZ2tlD6qen6VXMSkZ2Y+maZJX2oeiDPuxpPKJ6LGKmWORXyFHTnjrUyqjfeX5vY0AVTHIy87B27Vymv+GNF1bUmN550VyUP7yF8EgYHQ5Heu0dUQMxDcDPWudnYzajHceTKykMgYIeCQPb2q4iZg3PgXTrhAq6jcouS2DApHP0IqpJ8PMDFtf2kvtIjRk/zFdtHIikHbjHpzWhAIZwMxHI68VsmzM8ivvAOuwobi1svO2nkW8iyZHsAc/pV3wn50Oq29vcxSwTeauElQqwPcYNevx2tvIm1VCsD1Bwalitn3hHkDgfdDjdj8+lNSsDOd1BWW2UE/ekQf+PCrfks5EvGOh9x61o6p5EG1GRemWHQZzwcVmqX+zy57HK4/u54Fcz3NSQIT0IA9zTwnc8/QU1HATrkfnSGQE4Ubj7UgH7AOxpQFXkuR24H/ANeowSOWQD8aNrddmB6k4/nQA8mIfxk/8B/+vSgxkcFv++ajBUjmTn/ZGcUmRk4LfVj/AEoAkJTqAT+ApQAAeFHoDyaiEh+6SCPypcqFPagB4ucEAAA9s9DSPIm75kx7KaiyOccj6UhSTB2HPorH/OKYGGDSiq4lpwlFIosClAqESiniQUwJcUuKaHFPDCgAxS4pRzTsUANxS4p2KUCgCtNM8ZyBViLfuWVY5WcDHB4wT+tPigFxcIgGWJwKu3lndoqrAojj6llJ3GiwBbNqUavvdZVPRPLCj6dea7Cwma6sIpH+WRkBZD1U9xXFfZbkJuaRz/wI1NZPqVlOWtWZt33lPINMDo/ElsJ9OW4A+eEjn/ZPB/pXBasA0UUfctu/Af8A667s3/8AaPhi6mePy3RWSRT2YEV5re6gtxOzorBVBVQevWs6rsjSkryI4CBcRDOMHNdFYqUgZzkZNSeG/C0F1Ikl8zNIP4Efaq+xI5J/ECu1/wCEe00ReUqMqjurtn9c1h7KTN3WjscncHdce2xaYBW/rOhi1t1u7di8QwrA4OPQ5/SsQCuiKsrHNJ3dxoFOApwFOC1RI0ClApwWnAUANxSgU8LTgtADAtKBUgWl20gIZR+5k/3D/KvPkmbAyO1ejSJmGQeqn+VcN9htQozKn4gmhgVDdbeC4H40ouj0AY/SpxHbR8jcfcRN/hTUSJm3BJmHtC3+FIQiXjA4KceuanS7Ug/ID65FMbH8Fncs3+0Ag/U0+OC4Y/6iIexlJ/ktFwLcd8i8iNc+5P8AKplvo4PMaSQRmYgoGYLnA6LWdOz2pRGdFlYZWK3i3Pj1y2cD3xVP7FLqGpxm5toljjjLlJTvds8Aknv/ACouB18MjjGx8j0bg/5+taljMysVLfeGPx7VycIktUCpuCDgDOQKuJfvGPnBB7EZouB6Ha2sk0Q3Z2n3xU89vAji1itbNjMP34efyztAOCVHLZOR2rKmtJ9Z0sRJeXdqNisr28vlsxx3ODwc1Pp3hHS7aGL7Qkt1cgDfPNMxZ29etIZoabFqNs6wrp9nZ2AyFjtyMj3wOPr35rayFUkk475rJk0aykXaoli945CKs2Fs1jB5InaZV+6ZAAwHoSOtMCj4lsGls/tUSkywDnH8Sd/y6/nXCnVYFl8tyQ2M9Ow716qDu+8ueMFc15brWiJb6rdW8mCAfkZVKnYeQOuD6fhQIU31syg70wWCg+pPQVHNdGMMecg4GeOK5fWNMvIoBJaMWMTiQrnlsc1pHU5CyymzNxDMAVaMgOrdGUg8HmgDXW9bA3AEH6ila6Y5wBn3J4qrb7LyEzwpIgDFSkgwwI//AF1ctNNuLy7WGMDJ5JyOBTEQXlqqxeZ9yRsHIAxn6VgXfi6XQp1glt4rp2GcIxUr6Z4r1qw0m3sliEkQmnPBcruC8e/Qe/evH/iL4SvNM8StdwxvNaXjF4PLQsY8YyhAHGM8eopU+ZPVmtRxa0R0On+JZLizF69kGtwf3hjcMyfVSAfyzXW6aE1Sxt9St3UW8xxGZDs3/QH6GvNtEttQ/sma3+x3QMgwMQtnP0xXpPhTSLpvC+kfbLeSG8sVjiRZRggKcMceh59+BWspNGKimc3Ncx3d/eSZIMMzRFG4KFeCMVQtrw395LbRW8iIDsWZyCHPUgfgDV/WbSO48Q3lzbbkNxIRINuAwBwPx9/Q1NFaxwTWkSLgRq7YHfgKP51mUQCADO4HjsTinGYIvlrhQDmrcwWSRsAAn0PX3qEW6Dtz6mgRX81zkgkA+gApv3xlj3xzV5YVJ55HoKd5Kf3AKAM/HBAwAO5pMYB2nPua1Bb5biLd69qPs5AGUH0ANMDK3N3GfpRufOPLYflWt9nJ52YP+7mgRuucKwHuMUAZYjZupJ9hUy2hIGdw9zgfzq8qOTkszewPFSCOUHKRj/eNAHnXzUZarvkCl+zikUUg7CnCVhVv7MD2o+yD0osBWE5FSC5xUv2LNH2A0AILsDvUq3i+tRHTn7Uw6dL2oAurdIe9SrMh71ktZ3C/wmomEqdQwouBvxSbZVaNsEcmt/TtSDrskK/8Crz9bySBgxJwK1oL5J03wyDnr7f4UJgd+Ire5T+6fam29s9vcZIyvHzCuasdWaE5lmTHsGP9K6Sz1NJQPm4xwduB+tVcB+uqkekzomF8+RBgd2LDP6CvK4os6lKhBIimyw9RkGu217VhcyxrCd0MDhs54Zq5+HSpH1C9uHcLbXD+Ymw/OQQOMdulZT12Lg7bnYae6W2pQMjAxTruQg8H/Oa7CK3R/MOCGJDcHrn/APUa8+tB5Kw2tnDGrJlkZlysZNdpp7K9sks9y0+0f6xnKqfoB1qyC9c26tZXVuxZwyMTn6dq89Ar0VZkYMsUgUqATiPdge/NYGu6bGYvt8WzcWxJ5f3Wz39jmgDmwKcFqQR04JTAjC08LUgSl24oAYFpwWpAtPC0ARBadtqTbTgtAELJ8rfQ1jJED94Ecd8it8r8p+lZLZcegpCZWa2jbk4696abSP0+tWug7+3NOKcckt+NAFBrCMnvUI0oS79sxHOBg9PWtBkVDl8IPUnFQecE3JEjSEkksBgdfWkBTOmRWqFjLFEp5JYdT/M1UNrHLqDTw3McgeJUAQkkYPYYz3rYjXMwLRoZMdducenJqRJmMSsx4PBJ4zQBjTW92jfLFJj+9/8AWAprI6x7pJZFHbOV+vTmtsSCRiFXOOCTwM+g9ahktdzF2O5yMZ6bR6Adv60hnTeFbtJ9Dt2SQSCPKHac/dPv7YrpY5FbBBrz3Sr2bSnYFHeFzkgdQfUV0kGsWtxjbMhP91jtNAHQtKiH74NKk8bfxiudm1CMN0Y/RzTItSty2CEX3d/8TRcDqlmXoDk1w/jG9t01mGMs3meRlsHgcnH9a0pPEVpEhWB/tDj+GEgj8T0FctdQ3uqXMtz9peN3bIVgNq+gA9KAHRTxy8LIS2Oxoa0ckF1O3JI7jPrRa2l1b/6+GKfHdcH9KurPFGRlGT1FMRS0q38i3nXp/pEh6+9dT4dXY0+cljtwT1A54rKWW3zxgbueOOa1dHcLNIB3A/nTA6AKzcKcH1xmi7keOwkmhuIw8Y35ll2R4HXcQDgYp8fLVKYUmtntnhTyWUxsh+6VPGMDtikMwk8QafcWpH/CV6VDOw4NvcRsB9N5OfyreshKLGAS3Czy+Wu+UAAOcckY45ryu407RrK1ms5PhvrMKAkLPbRRzvjkcHJxkV6nYhPsNt5cciR+Um1ZFwyjAwCOx9aAOQ1a0MGuXDYxvbeuO+f/AK+ayrpJAyXMSFpIwcx/31PUfXjIrsvEdrvjiuABlDsb6Hp+tc3g55AFNCKoWORUlVQVZcg9OKdGo5CsRg4PtUttaPHD5bKAodtpP93Of61IbZBIxdjn0BxQIhbA/iJNRjcx+8VH1q6ghQ4AWniWM8jAPoBQBU2SgYRWyf4mPJpPJmb7zAHr1q0ZB2B/Kml2bsB3oAgCYO1pO3rRtUdWBHvzUphLc5XPtSi1JJJx+JpgRmZRgAEj2FIZ2BOFxn1NP8naRgfrTvIJPI/A0AeB/wDC0P8AqD/+TP8A9hSj4on/AKA//kz/APYV55RUXKPQ/wDhaP8A1B//ACZ/+wpR8U8f8wb/AMmv/sK87oouB6MPirj/AJg3/k1/9hTx8WP+oJ/5Nf8A2FebUU7sD0ofFr/qCf8Ak3/9hSj4t/8AUE/8m/8A7CvNKKLsD0v/AIW2P+gH/wCTf/2FIfiwh66CD/29/wD2Fea0UXYHor/E+2f73h1D/wBvX/2FVm+INgzbv+EcCt6pelT+i1wdFF2B6CnxKgjxs0WXj1vyf/ZKsr8WEAwdEdx6Nekj/wBArzWii7A9Nk+LccsZjbw/8pOcC8x/7JTj8XyWyNDx/wBvf/2FeYUUrgenn4v7vvaFn1/0vt/3xW1ZfH9rMIv/AAjQdVGAPt2OP+/fWvFqKLge8f8ADSRDqw8JqMf9RDkj6+VXsWkXY17Q9N1P7FEkeoWkUzRiTJQOobb90BsZxnAr4lr7L8FSIvgHw8JJbYD+y7bhhg/6pfemgKN5YSWVwYnBx1Rj/EKgCV097JY3MKW89zCsrEmNlJwD+NY09pLavtlXGehHQ/SmBVCUuypcUuKYEQWnbafilxQAzbS4p2KXFADCvB+lUTEmPu5NaOMiojCvQ5oEyiYz0C8e4pDEx5yc+xq4YOuA1HkBUJwc0hFDyV67efXFDRLszjpVxYQ5OVP1NO8uNpJI9oOwL19TmgDHMJeKWRRww2rz1/yaU2ahgSMsOBnnH09K0LlMhYggDMS4AHYYFAiYhdwH0oAy3DAYHOO9RfvOpJA9K2vsqdQvNMe3UdQPzoAysSt0OB71TupLhJVCrlMcnFdAYVx26U02ytgMAQKLDuc8yxOB5yq+ePudaEniiGIoApGMbY//AK1bUmmhvuj8jUIsGQEZ4PbNKwXKS6iVB/g+i9qa+rTbF2OTu6kISAKuXGmpPGY5Rlcg9cZqjNpjxriF1Kj+Fv8AGgAGsyxnASU47mOpR4jZQd8UhGf+eLVQe3lR8lAFHTJqWORjnnrQM0E1eCdctARz1HH6HFa2i3yPfxRROTvDYBHoM/06VzUg8zhiQR0KnpTdMZtMvY50kMirIHYcZ9/0zQB7FEckVMm35iVJwf4jx+tU7eZZLeOVGBV1BBHcGrMStIweQ7QOiD+Z9/5UAYmrQG5t5GivPECLzmOxZFY/QsP61Q8I+LtJlT+wzc6jFfWpI2awwW4kXOd2T9/GcceldsDXN694H0TxLKJb6FxIP4oyBk+vIPPuKQG7cRJeWjx5BV1wD79q8+l1KC3lkjaRUlj3BgBkgjqPQV02keG/+EfOLTUb2e3Aw0FywfI9jgHI/GsXxhpqwyzTwssZukyH2Zw/A6e/H500DGJKWRC6sWKBjz3I5/rUg2BjnGOxIrP3TJBGZyvnY+YqDjPfH40eY5XaSTzyKYi95q9hj1AHSmecA2ACaolSHyuGHfPNKrAkhVGfTNAjQMo288e9Ma5ToBlh6VAqsCDwDUwQ9SF/lTAaLvDfc696eLtm9Tnv2ppRcEhB7H0pRAu0ACgBDcjktu3fWlNw7ckY9s0jW2RwOacttkc9R3zQB8iUUUVBQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX2b4GeP/AIQPw7gLuGl2wJwM/wCqWvjKvqzwdeOng7Q1DqMafbjmRf8AnmvvTQHd3EMF2piuIY5V9HUGq50pBbmCKWQRZysbndsP+yTyB7fyqtbXykZeaHPceYK047pCOH3fQGmBzkkLQytG4wynBpu2tHVNrzo6jBI5PrVHFMBm2lxTsUuKAGYpcU7FLtoAZjiosEHirGOKgzxn1oExOepakxk+v40de360AemaBDhle3BqvajdLeFm/wCW3H/fIqY5z3qm0flanEUdgZj86564FICxt/01m67UC/nTt679pHIGcU1vMXc2zJPAPoKMPjjFMB/yYz0phZc4zn8KawYZODQNwOCpz2oAeyIwzgflQqgdTxSqhxnmjbg8jOKAEZMrjsajKNnoGHqeDVkKMDj86U4/u496QFFod33QOfXvUEls+OV/Lmr5RoSCnK/3Dxj6GnZQqNwK5OOen50AYUtsSSpGQe1UJbRVyVDAj0711ZtlJI6fhUE1hHIpBOD60DOVEHH3iSexNIqOGAPPOcGtW40+aEnYNw9jVQxEjaQd38zSGeiaVD9m022ticmNBnnPP+TWlHIFbk1k2lxFdWsU6jIZAcjtxVjzYl5Zmx9aVwNlJFPQiphg1jRTW5ORIfptH+FXY5E7SE/8BFAFw4Fc74ohaS2t2jGGWUjdjIAIPb8K2/MXHWsPX7sMkdvGw3q3mOo9OgB/P9KAOX/fyN83kvjupK/4ikETIP8AUyA+xB/rVh442bcMq57jg05CxGDhscZHB/EVRJUyvV0nA/655H6Zp48iRsHfkHI/dMP6VajyQQ4AP86lAI56imBCoUYVkfHqw4p5ZIzhxt9MjA/wqRRk7j+VOPPBIFADF+QcocU8MD2FN2dcDgc4FAHbn2oAdkDoCPwpytzzSAjrtOaduVhyMUAfG9FFFQUFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV7PpHjLTrLQNMt7iC8V4rSJc/Z2wcIBkHHIoooA2bP4k2CsBb6dqNw3okJGf5V0Nl4y1zUHC2fhuS3jP8Ay1u5P/ZR/jRRTQHSW8lzJFvu2BkPYDge1SUUUwFooopgGKWiigBSODVUqBRRQJhtz0pdpx1/CiigQq5B6ciqUgH9rw567GYZPQ9P6miikMuht4xjNLleh6fSiimIQBPbPpinADPb8qKKAEJ56imtkkAYyO9FFAC5OB0pwOOWHNFFADWfcORg0hxg9CCOmM0UUAMEUkQ/ct8v9x8kD6HqKDM3R4XT3GGH6UUUgI2EchxvX6dKqXOjLMpOCD7GiigDEu/D+oly1vLPGezwTtGf0NZb6b46jLfY9XvCo/hudkg+mTRRSGJAPiopwp048/elCD8eDW9Yr8SXTF1q+i2/+5amQ/0FFFAG/aQ6siA6jrE1y/fy1ESH/gKj+ZNNW0WC6ZYxtU5br1zRRTEStbsWDZpRBtbPr1oopgP2AninBQD6fSiigAyM570vDLyuKKKABTtGCaXOfXHpRRQApVTzimhcHnp6GiigD//Z", "path": "001053.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.
001054
Men Tshirts
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", "path": "001054.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.
001055
Men Tshirts
{ "bytes": 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NhtFB47cU7OPSkPTmudHokLDJ4qMp61OV9KQrTCxEFxxTgvFKQaXnFAWCjp1oxR/OgoMZNLj2oFFAwGfSl70CigQHp0oJx2opTjrQMbntQelNzRmgTF4opB3o9qBAaY1OORTGz60xMYaB1oxSHpQZsbJ8ymqZ4J5q7+FVpo8fMBVIwqIi/GnimA5pQcVRzjmxjmsrUeFBx3rUNUbxcxkkZANaU3qYYhXjYz48gZq1GemarZHap4zzW0jhouxdQ8VaRti57mqcR5q0ozye1YSPSg9CRBmp0GDkdahDqOgqaIM5AXkk4A96kpu2p0XhG1u7rxJY/ZELNHKsjc4AUHkn8K+iF9K8w+GOmpaXUrsMzNF83tyOK9RAruoK0T5LMqqqVtOg6iiitzzwooooAKKKKACmSf6p/wDdNPpkn+qf/dNAD6KKKACiiigAooooAKKKKACiig0AJXPeLHxp8a92k/oa6HtXJ+MJSGtoweOW/oP51nVdomlFe+jARiMVL1GDUCHipC+F4rgR6fQjlUH0rLu7dCCehrQlfOc1QuJflPpVFRujldX01JsluD/eA5rlLmwKSBQxY54rtr+QYJNYtha/bdWijxnLD+dOKuzrVecYbnoXhLw3b6T4CvL0wqLma3fLkc4weK86AO0Cvd9Tt1sfBVzCBgJbMD+VeEqMflmjFKySOnI5OcpyYoHHakIFONJXIfSIaQKaQKkyPWmnmkMjwM0Yx3p2KSmA00YFHSlHNABnHpR1oOM0ooGKOtGKBRmgYGg8CjJoJOKAIs0UZJozQSwzS0nOaUnHWgBDimNTyRimGmSxhNJzSmkyKDNsaaQjI2nmnHmmHg0zORA0exulNxzVlsFcmomxnirRi1YaehxV/StDfW4NUWLO+2tDMB64I/pVEjPAr0n4O2ol1PU3YBlEIQ5Hqen6VrSV5Hn4+p7Ok5I8UZSrFWGCOtTRV6p41+HEMGtyGxkCiX51RuBk+/1rz650m4sJjHJFhh2raWhw4ecZLmRFG2OgqZST1PPpTI7aZjgITWraaNLMQZWEa+1Ys7/bRitWVYUaRwsYLMT0FdXpOki1/e3GDNjgAfdp9lZW9mv7pPm/vHrWjGePb0qLHFXxbkrRO18BA/b5if8Ann/UV6AK8/8AAZ/06b/c/qK9ArupfCfP4j4xaKKK2MQooooAKKKKACmSf6p/900+mSf6p/8AdNAD6KKKACiiigAooooAKKKKACiiigBD0rhvFsnmassY5Cxj8813JrzrXZhLrdww5AbA/CsK79w3w6vMqZwKTdtGSaQnC1Wnk2jINcKPSsLNKCpxWZcTAA81JLcAggmsq6uBg96tFRRR1CYbWANb3w60c3utLOy5SM7jXLSBri4CL1Jr2nwFpC6fo/mFcPIefpW9FakYqpywsjR8W8eF7/H/ADxavAh069BXvnjDjwtf/wDXI14H3H0rPF9D0uHvhkL16U008cCmk1xH1Ah6cZpD05BoyBRnNMBppKcaZzQAHFKeKQZoJxQAhpaTNOyaBgOlApM0o+tABxSHgHmjmkboaBMYPrSmmjNLmgQuaM5NHajuKAEPSmGpDTCKZI1jTDTzTDTIYnemsM96XpSmgzZHnHGaYRjIpx60DmqRi2M+nevXPgzDtt9Tm9XRR+teS9K9w+Elr5XhV5duDLOx+orpw6948bN5Wo2LfxDtS1pBdqDmMlfzry3VEhv4RJgCYDn3r3HxLaC70G5jxllXcPqK+f8AUne1unUdK2qo8fByurFCMCJ9p7VpQTDArFkuMvmrMEpODXOzuZ0EcuR1q3FJmsWGXJArSt2O7ms5GTR3/gJx/aMg9UNeidq8u8FXAi1pATgMCK9QFdtD4TzMQvfHUUUVuYBRRRQAUUUUAFMk/wBU/wDumn0yT/VP/umgB9FFFABRRRQAUUUUAFFFFABRRSUAQXUwgtpJT0VSa8ykZpbhpDyWYn867XxRfCCxWAH55mx+FcYg+bArjxEr6HdhIaXHFTsrKv2KqSPxrZOAv0rHv2Vn2juOa5jtRhvcgnGaoXMhIJUii8/dznFUJZjgEVSNEjV0SHzL1WYZNe+aXD9n06CMjBCDNeKeBbR9R1q3Qj5Q24/QV7suAOO1dtFaHm4yV5WMPxh/yK1//wBcjXgY6CvfvFw3eGL8f9MTXgNc2M6Hu8PfDIUmmnGOtL1GDSdK4j6gZRmnEZpp4pgITScelFLigApDzSnn3pMevFACD60uaSg0DFozSdqB1oAdmmMeKceKa3IoExopSR1po+lLTEGeaM0UmaAFJpp60p60hHFBI3NJijFFMhkZGDRn1pTTaCGIwpvIp+KaRiqRhITvX0J8OYPI8FWGRjcpb8zXz2K+lfCUPkeFtOjPVYVrrwy1ueBnUvdijXnTzYHQ9GUivnbxbEI7x8epFfRrfdNfOHjaT/iazgdnNbVUeTg37zOVZxmrUE3GKy95LHNWbVHdsdqwaPRZv2rZYVsQdAc1m2FmQoOCT71sxwMo7VjIRoaRefZL+KUHhWGa9nt5RNCkgOQygivD1XbzjjvivU/Bt8bzRVjc5eE7T9O1dOHl0ODFw6nSUUUV1HCFFFFABRRRQAUyT/VP/umn0yT/AFT/AO6aAH0UUUAFFFFABRRRQAUUUUAFIelLSdKAOG8TzGXVyhPyxoBj3P8AkVnRICvAqbVpfO1m6P8At4/LFRI/G0V5tR3kz1qKtBCyYC4xWPfQ7lYqMGtptoByaoTJuU+napsapnB6mrqd/XFZzDMW6upvrIMHQjIbvWJJZtGhULkYqkaJnonwqsl2zXJAyEAB+tenj9a86+F8q+XdwDghVP8AOvRq7ofCePiH+8Zi+LP+RZv8f88W/lXz+Ogr6C8UDPh2+H/TFv5V8+Dsa5MX0PouHtpAaQnNDHNIRXEfUCmmGlJpKYxB1p31oxgU00AHFBNJQDQAUEGj8KM0DE5o6UGgUCFPIpp4U0p4pDggnPNMTEHSgdRSDrk0ZoEL3pKKT6UCF6mm0ZozQJjSaTmg9abupksXFMIGafnNBXNBBH06Uh55pzCm9qoxkPiUvIFHc4r6d0aPytHtE6FYlH6V80afEZdQtox/FKo/Wvp+1XZaRL6IB+ldmG2Pmc6esUTP92vm3xkhbV7njpIa+km+6a8D8WW6HXbtBggStn861q7HnYN+8cLFZMzcjvW5p+nAEMRViG0+YcVs21qFA4rmbPSHQW6hRirAjPTvU6RACnFMjismIqMCnUV23w/uP31zBnqoYVxjK2a6fwI3/E5cDp5ZzWtB+8c2J1gekilpO1LXeeWFFFFABRRRQAUyT/VP/umn0yT/AFT/AO6aAH0UUUAFFFFABRRRQAUUUUAFIelLSdqAPMdRDJq93H38w/0ojY4Cg8jvVjxDH5XiK57b9rD8R/8AWqtFwK82oveZ69F3gibIPB+Y1HPjAHfNSnAXpimMOmBz60jRGXcwjOetZs1snOBgmtm4XBxiqLqGJHemijZ+HimHW7hB0aHJ/OvTa868FqE1rPcxkfrXotd1L4TycT8ZkeJRnw9f/wDXB/5GvnvgrnNfQ3iMZ8P34/6YP/6Ca+eSPlAFcuL2R9Dw89JIQgUvb2ppzRjjrXEfUoQ02lOKTNAxaaTS5ppPvQAA0UUnagBc0tJRQAGkFLj2pvSmAppM8GjOTSZ4NBImc0d6MnvSE+9AhaTvRmj3oATvSUc5oJoEI1R1I3SoiT6U0ZyYuacDUeaARVWJuOcn2pooJoX60zKepp+H13a/YAjP+kJ/OvpmMYVfpXzh4PjEvirTlPOZgfy5r6RXoK7MNsfLZ0/3qXkQ3UogtJZf7iFvyFeCXrG4vZZCSxZicmvbfEk3kaBeODyYyPz4rxYJulNXWZx4OO7C2h+atWCLA3fpVeCI4BFaEQOCK5Geg2IyFACBTSTg5HNTMMDnJFQP65+WoJK8hOeeD2rqfAMe/Up5O6pXKSNwfWu8+H8GLO5uCPvMFH4VtQV5HNiXaB2tFJS13nmBRRRQAUUUUAFMk/1T/wC6afTJP9U/+6aAH0UUUAFFFFABRRRQAUUUUAFIaWkNAHB+LogmsxSY4ePr7g1lxsMjH4mt/wAcREJaTgZ2syn8RXNQv8uAMCvPrK0j08PK8C5ktjngdaVQSd3ao92Rjt61IrAoTnAFQjcqXCnk96zpMiRsetacqk/Me/as+dT1po06G74RkVNXiBOCykV6IDwfWvK9Cb/iZW/OP3g5r1QetdtJ6HlYpWmZuvDOh3w9YX/ka+d+dor6M1hd+k3S+sTD9DXzo/Bx7mufF7I93h7eSI24FFI2aAcAVwI+qQmPek4FKcUlMoa1IPelJ9qTnrQAo6ZoozQcUAGacKZkGlzjrQIXn1pjE06mMBQDGluaUHKmmkUdqZNxeg55ooBOKM0ALSGj60tAhp9KQ0pwDTSaYhe1MZadSGmiJERzSU48UwkZ71RkLmlUkU3JFOXHAzQSzpvAS7/GWng/3yf0NfRI4FfPPw/OPGdgT/eP/oJr6HXoK7sN8J8nnH8Zehz3jOTZ4emHdio/WvKoYy0m7FemeO3xpMcf96SuDgiCpkiprPUxwnwjokI6Cp8DqRg00YPqKHwD1JFcrOwSQnBHaqhkHQ8e1Ss5UcncP5VUlOTg5x60kS2NY847GvV/CVr9l8PWwI5cbz+NeWWNu95fw2yjJdgBXtVtEsFvHEowqKABXXQj1ODFSvoTUtFFdRxhRRRQAUUUUAFMk/1T/wC6afTJP9U/+6aAH0UUUAFFFFABRRRQAUUUUAFIaWg0Ac54xh8zQnYdUdW/p/WuFhkwAvU16Rr0Xm6JdpjnZmvLoX2OuckmuPELU7sK9LGspDAA/lTzyp9KjQnb6GpNxGAo+pNYI7RjrlCSO2KpTqOc1pHkY/WqN38sbepFNFRZT0+fybxXBxtcHH417DE2+JWHcZrxKOQrMDjvXsmmSebptu/rGDXXQeh5+NjZ3HX43WUw9UP8q+cJuHb6kfrX0jef8ecv+6f5V833OBM4/wBo/wAzWOL2R6/D3xyIGzSUNmk5rhPrRc00nFLTTQCEz7UnNLig0AJmjNJRTELwKXNMoz60APprUoPvSd6AGNSZ4604io2zigljh0pc0wUue1AId25oY470hoI6UwAnNN6GlNIaAYZNB6UlHaghkTDB60n0FPYccVGc+tUjJhyetKuCRTQPenZpkHSeC38vxbppH/PXH6Gvo1fuivmbwxJ5XiXTnPQXCDj3OP619MJ91a7cP8J8pnKtVRyPjf5ltU9ya5Fzt4ArrvFx3XtuueFUk/nXLhQ5zxgVNZ6mWGXuEKo5Gd2KrSSspOeoNXXZR1AIrJmf98dpyPeuZnSSsVClh+VV3OEJHI70SOQo4x60J+8dUx1NOKuyJOyOp8C6cZ9SNyy5WIZ/HtXpYrC8L6X/AGbpKKwxJJ87f0rd7V6FONkeVVlzSFoooqzMKKKKACiiigApkn+qf/dNPpkn+qf/AHTQA+iiigAooooAKKKKACiiigAoooNAEFzGJreSMj76la8gkTyb142H3GYV7Ka8v8T2n2LxBNgYWXEgFc9dXR04aVpWIopMqM9asKN69zVKI7SMc1cQkDLYArjR6RLnaP8ACqV2paNv0q4TuPGdvfNQXADREKOBVDS1OelAWUHtXrXhmXzdBtjnkLtNeT3CFZa9L8EzeZoYQ9UciuihucuNV4pm7ef8ecv+4f5V833X+vfjuf5mvpC8/wCPOX/cP8q+brk/6RJ/vH+ZqMXsj0eHvjkQcD60wnmnGmmuE+uFzmjj0plKB70AhSBTTTifxppPtQDEpKM5pO1MQtIRx1yKP50h96BCilz6UzmlHXmgdx/UetI8YK5zikyAaUsCKAIsY4opxxTO9BI4mg0maCaYAck0Gk6mlPtQITtSdqDSZyM0EsO3NQMcGpsgN1FRS8nqKpJmU2l1Gk470m6oy3PBqMy4NXY53Vj3Oo8GDzfFOnKQCvnjINfSq8KK+aPAjE+LbAYJHmg/pX0PqGr22nWpeRwWx8qDkk110WlE+Zzb36qsct4ruA2qOg4CKATXPGRRkdR6irFxLNf3Ul06nLtnb7VSkkz8qrtz2rCo7sVOHLBEUrBvuYB9CapS/NJkrjPpVqSI8561VYnOfSs7FthxyG+ldF4P0Y3uoLK6gwxHJP8ASsO3t3u7hEjXLtwBXrOhaYml6bHABhyMufeuijC7OSvUsrGmowcY9qdQOtLXYcAUUUUAFFFFABRRRQAUyT/VP/umn0yT/VP/ALpoAfRRRQAUUUUAFFFFABRRRQAUUUUAJ2rj/HFj5lpFeKuWibax9j/9euxqlqNqt9YTW7AYkUgex7VE1dFwlyyueX2zfu8thfpVjcvc571TRHguHgkX51baQeoNXUAJ4xxXnSVmerF3VyVZGcADpTZ1JjI5FRrIS+OAKn4c4xxTTNEYF0mx8HvXbeApsC6t85Bw4/lXIX6EyE9AK6DwLNm/Kk9UIP6VvRfvGWKV6Z3t4f8ARJf9w/yr5suf+PiT/eP8zX0jfZFlN/uH+Rr5uuuJ3+v9aMXsdnD/AMciLg000A0nU81wn1w3pR35oI5pOAaQbDqQ0uaQ9O9ADKKSimIMmkJ96Dik4oFcMj3o6Gkz/tUbqYhwPPSlY8dKaDkdeaM/WlYYE+1Np2fwpO1MQhpM0mTmkJ4HSgkXNLmmFqYW4z/LqaYnJLclZgBVzS9HvdZuNlsmEH35m+6o/qfatTQ/Cz3hjuL8lIWOViHBb616BALeytgkKKqKPlVeMVcYHm4rGqHuxMnT/Ddlpttgxq5/ilkHJ+npU621qGI8hCM9xmm3+sQwg+Y46ZIzVWw1Fr0eZHjyz0Y9TWtjynUqS1bNA6baNysKe/yiojotmSSbeMn/AHavRr+7BPWpDkY5pGblIoQaTbW8m9IlUjkYFW2CN/rMsQMgnmpWfahb8KgwZM4NO5k3d3YjS7R8oqqoYMW4/GpZGVOrcD0qlc3Py/IcL396QhZJV3FS2WqkB87elCv5j5/hxV3TbNr29igQcscUJXZnJ2TudX4J0dSGv5F+6dqD39a7kCqun2iWNnFbR9EXGfU1cNd0FZHlzlzO4mOaWiirJCiiigAooooAKKKKACmSf6p/900+mSf6p/8AdNAD6KKKACiiigAooooAKKKKACiiigBKQj2p1FAHnvjLTmtdRS9iGEm6kdnFZEb4iyCemK9F1zTxqWlTQEDfjch9GHSvMoshjE5K7TjHvXFXhqd+GqXjZlhB0z0qwjOx+YYz6VCrLkc5AqWNy3I49axR2Fa9g37lA5AzT/CU/wBm8RRRk4DcYqV9rA46t3rODCz1O2ul42SKSPbNaQdmKa5oNHrd0M2sg9VP8q+a7wbLhh33H+dfSbsJLMuvRkyPyr5s1Bh9tl+p/nV4r4UdGQfxJIhyMUUwHNPzxXCfXoY2ab37U5gTTMUAxwNKTTAead1FAXGEUh4p5ph9qBMT8KD9KMmj86ZI0008U/t0ppx6UCYgJz1p5PAqI8UA4oEmS0w9ODShuKSgbY0tTC1DEgdKhZiKpIzk7D2bA649K6Pw14fnvbmO8uYGFojAruH3jUHhlNLWRrm//eSIcJGeg966PUfGtvDFsTaqKOACB+laxjc8vFYmS91G9dPDaxHJA74zXJav4vitw6qwJHv0rlNZ8aSXYZIsgHqT0/Os3TvDeueJJfMt7RzGesrnYg/Hv+VbKJ5Uqlwv/EL3twAzEoT64FeqeF9NMWmwyu5keRcg4wB+FU/Dfw5sNHK3OoMl5djnBHyJ+Hf611zXEMDbEG5x78AUpNEJvqIwMYyT+FMM2UOSBj1qreXQ6bwWPoapJceY4jJz7CoE2zQuJmht8sxOTxTZLpkhUDgtVS/ulaZIgcovJx0quZ2mcyH5UUYUUjNsnlbA2A5Z+9UrknKRjqOtPEqxKWPLHoKijYvIZn6DgUwZLkJD0G4jp6V13gSwaa9kvXX5Ilwv1NYeiaFc63clVG2MfekPYf416jpmnQaZZJbW64Re/cn1Nb0odTjr1VayLyiloorpOMKKKKACiiigAooooAKKKKACmSf6p/8AdNPpkn+qf/dNAD6KKKACiiigAooooAKKKKACiiigApKWigBjCvPPE2nfYdYaZF/dTgsPQHuK9F7Vh+JrH7bpUm0Zki+df61nUjdGlKVpHBqoOADnjJp0aM2SDhSabEcjI4HSrDHbGoXvXCercaEGRzwKp3cCyBwzYJHFX1+XkcjvUFxEJiSnpigtHb+Hbw3vhyEt99UKN9RXz5qjbNUuUz91yP1r1vwrqJsbmWzmJCTjK5/vCvGdUl3azdnnmZv51pVfNE6cpg6deRJG2faph0qpE2RVpPeuNn1UHdAcVG1TVGwoKaIxUgPFMpQaBDiKjPWpO1NOKBkZyKMmnEUw/WmSK1Rk+9OppoJYhbjmmk8cUp+tMbpTIYoYgU4PTM8Un04p2FcV8noarucVOTULc1SM5akYZl6HGeODXfWfhXR7izQXNuZJGUFnLHv6V59LnZx17V1ej+J0ktUt5ZNkygLz3rSJ5eMib2m+A/D9rd/avIeQIcqkr5Ufhiulkv4LVAke0KBwFGAK5VNXdYypBY+oPFUptXWMkySrk9F6n9Ktts8yR01xq7P9xgPU1kTalI2RGdoB6+tY/n6lfMBa2pVR/wAtJRj9K2NO0GaMefqU272HH5ClYjmKwaWRtyliT+lXoA8Skk5Y1cCwKpAG1PWq00yZ2xkbRUj3GMCoXcTl+tDyfKI1OaJpCzgKRwMUsSRjLM6596DNkYRtwZz+daWnWFxqdykNvEWBPX096okGeZY0ydxAUY657V654e0WPSNORAo85hmRvf0+lbU4XZzVqnKWtJ0yLS7FLdByOWb+8fWtEdKQDgU6upKxwt31CiiimIKKKKACiiigAooooAKKKKACmSf6p/8AdNPpkn+qf/dNAD6KKKACiiigAooooAKKKKACiiigAooooASmsAwKkZzxT6bihgeY6jbfYNVmtxwqvlf900N1DY74rX8XRCLVLedlO2VChOO9YhkBiPqp4+lcFSNpHp0pXiSLIFDADJz0pnkuzFhke1LGoyc96sKSoGKg3TK9xbYiVzxJnIIrzTxJoctjdNcRqzwPznHQ+9erH5+G5FRPEjgq6hgeoYZFFrnTQrOm7nisbYYY59qvI2fb+dekXPhnSbvJksowT3Tg1mS+BLXk291NEP7p+YVDgexSzGG0jjh1pCD0xXRyeDb6M/uriGVffg1i39lcadMIrmPaxGQVOQfoahxaO+niqVTSLKLfLSA96VmHamg1JsyTPFApuc0ZoC4HNMYU/r3prUCGikK0vIoycdKYrELLSMML1qVhUMh4ApkSGgk96WkC4p2MGmS0Rt0qM9alf6VEetUjKQx13LiqkbC3vYZW5VZAT7CrpqndoDnH0rSL6HJiI3ienroNrc20c32jarjdgHipbXR9OtRuVQzeuK5PQfEuzTltZZQrx8Df6Vo/2y10QI3Zy3QIM1Vjw6l7nTvqNvZwny0UHsMf1rMuNUkbLuQPqeKzPs95L991h9+rVPHpNsCXmYyt6uaLGTGvetODiUMP9npSR5HrUwjSPO1EVR+AqMzxZ4lUn0Xmiw0y5C5wcJ83rT3VY1JIy45IqlHcHfhevaur8M+HG1u+Uy7vscOGkP8Aeb0pxjzMzqS5Vc1vA3h8zSrql0pKLzECOrev4V6MBxUcMSwoERQqKAFUdhUvauyEeVHmTk5O4dqWiiqJCiiigAooooAKKKKACiiigAooooAKZJ/qn/3TT6ZJ/qn/AN00APooooAKKKKACiiigAooooAKKKKACiiigAoNFFAGD4psTfaNJsXMsX7xfw6151bSmUsjcHpzXsDDII9a4LxJoUenzm+t/lilbDp/dasKsObVHTh6lvdZkQuwJySQDVqM55Bzmq0Ayw96sR/IWXPPYVynemTgEEc08hfrUaHcVqQnrQUmMZtvGKqyXoRwpIH1qeRhnrXI6/dfZrgSNynTmnY1SOoNxuU4+8OhrJ1bTP7WsHiYjzVG6NvRqzNB1tZ43iMgLq2Bz92unWTdENuM9aVu5cJODujx9w8MzwyAq6NtYehqUZxmt/xlpohuhfRDCvxIB6+tc9EwI96xkrM+jw1b2kbj8mjNKcYpuewqTpuOyPWlOKQUZPpSACKYQc0854pD+NMACg9aV4FPakGO5NKxyBzRcCIqAcYFROwXtVgpz1qFohzg00RJFdjmmGpimPrTChqkznaZHUMy7lx1qz5RNI0XFUnqZzjdWMeSMKen41paDqv9mXeH/wBVJwf9k+tQ3EWOcVT25PQGt07o8qrSsz0E6tDKC0UiMAMkg5NVf7RvLxttnblv+mkv3RXJWk0lpOssRwR6967Gw1yCa1CkLE4+8p4/KldHNKi1sPTRJZ8PfXLynrtU7VH4CrK2kEA8uBAv0H9apza3Ch2+YWPolZV1q1xPlYz5Uf8As9TScghhpSOkjmtIZlE8w8wnARe31r2rwhtPhy1ZY1XI5C9z6180QsUcMMg56+tfQ/w6uxd+EbZs8oSp/CtKL94wzKgqdJM7ClpBS11nihRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABTJP9U/+6afTJP9U/8AumgB9FFFABRRXP3XjHRbLUn0+We6a5jYK6w2M8qqT0BZEKjqO9AHQUVj6j4j0vSp4oLq4fzpRuWKKCSV8epVFJA56nAqzqGsafplj9svbyOCDGQ7nr7AdSfYc0AX6KzdU1vTtGgjmv7gxiRtsarG0jueuFVQWP4CkOu6cuk/2nJc+VZgZLyoyEexVgGz7YzQBp0VkQ+JNKm0yfUvtLRWkOfMe4heEr/wFwD+lLpviHTtVikltpZQkQy7XFvJBgev7xVyPcUAa1FZGl+I9L1iV0sZ5Jdn8TQSIrf7rMoDfgTWvQAUUUUAJVDVbFNR0+a2f+NePY9qv0hpNaDTtqeUqWt5/KnG1lO1vqKsE7ZFPvyaueL7PydY3gYSdA30PT+grNicvFhvvLwa4pKzselTleKZbTh/bcRU27GRxVOObBXcKkklxznipN46jpFJQ1yPihIfsrvcDEZGGPausS4TYCeazdUsIb+zmtpl3wyqQcdh6007Guy0PEbHVv7H1MeRIzxB+c9xXsWjX63lksqPlWAINeKa5od1oWota3C5B5icdHX1H9a63wJrTRxvZPJ8qnKD2rWcVa5nTk72Z3esGKW3eKQZVhyf6V5zOVs72SAncFPyn2rubxXlUsz/ACAVx+r2RW7SZFba427iMDiueSuepgqvLLluN85GGdppPMj/ALpojjYIM4560/YB1rC1j3ou63GCSMHoaDPCP4H/AAqTy1NHlLQF/MjFxD3VxThPAehI+tP8oe9NMCn0oH8xPNgbjzP0oHl54kzSG1UdMUxrb6UE3ZISpx8y0mF5AINRi2HpSGAep/CmFyTywfT86Tysc460zyMfxNS+Uw6SGgQeWfSkaM+lL5cn980YkGfnoCyZUmhyPumqDRbT0rWfeRyf0qpIhzyK0jLQ461K7uVVHtUgX2qQLj0oqrnMqdtxVHtUmDjpTQaeDSZokkKobNerfCPW2iu5tIkyUlXzYz/dI6ivKl613Hw4nWDxRaliAWyv6VdOVpnHj6SnRkfQINLTR0pwr0D5EKKKKACiiigAooooAKKKKACiiigAooooAKZJ/qn/AN00+mSf6p/900AfMf8Aw0d4w/6Buh/9+Jv/AI7WPrHxq8Q69NbNqGn6VJBAG/0YJMschOMMwEmSRjjBHWvN6KAPWrf9oXxXa26QQ6ZoixxrtUeTMcD0z5tZcfxr8Vw3k9zCLKIz3ZupERH2sxRF2kb+VxGOPc815zRQB6HcfGbxRPqV3qCLZW9zdGLzHgSRTtjDAIPn+6dxJ9Tj0q9efHbxHfrD9p0jQpHhIMbtbyEqQQcj95jtXl1FAHqN98efFF/LbzSafoyTW28xSJBIGQspUkEyHBwe1Z6/GHxH9gs7OW30+dLW7F4HmSRnkkDFvnO/kZJOOK8+ooA9Nsvjr4rtrNra4ttL1BGbcTexSSH/ANDHFVR8ZvE5j1JJ0srgagCshmEreWuSQqfP8oGT/XOBXnlFAHp8fx38VQvYeVZ6THHZRGJIlhk2uuAPmG/ttHTFaP8Aw0d4w/6Buh/9+Jv/AI7Xj9FAHsH/AA0d4w/6Buh/9+Jv/jtH/DR3jD/oG6H/AN+Jv/jteP0UAewf8NHeMP8AoG6H/wB+Jv8A47Sf8NG+L/8AoG6H/wB+Jf8A47XkFFAHpuqfHLxNqzxtcWGkKY842QyDOfXMhqkvxf8AECtkWemZ/wCuUn/xdef0VLhFu9i1UklZM9A/4W/r+B/oWmcf9MpP/i69Xsb2fUdA0++lCq9xbRzOEGFBZQTjPbmvmivozw1KG8KaOhIP+hQj/wAcFYVopJWOzCVJSbux4uXSTqdvoavQ3e6M4OW7VkaxFcw4uLaEyIPvKO9NsNUtruPbD8sy/fjb7y/h3rnO/mL+raHaeIdONveJhgMrIvVT6ivJdT0fUfCGrK7fNCf9XMB8rj0Poa9ht7gj72DjrSataWerabLa3Kbo5RzjqD6/WtIztuROLlqjm/DeuQapHEsuNyEEg960fGdsb7Q5GgYLPGN0WB1I7flXLp4H+x3HmWOqvGQc7ZEz+tO1r+07S1Ecl6s0LHaXUEMM1Vk5WRLlOEeY5ppdagt4pZ4pYlkYANJCyj35xiqserXzpuMoP0Wt+0guZYVil1SfygCPLkXIIxUn9h2vkDy5QVHAyK744WLPPlmldOykYIvNQZd29CPYU77ddA4MuD/u1qLpcaBjnH0PWhtMVjkjH171X1WHYn+1cR/MZ4vLzPEqsD7U5ru8Rcja/wCFXn0oIeFx+lNFhIAACx9qTwkOxSzbEL7RROpXiru8jcB1waRdXnLBfszHcRjngc4rRGn/ADBuOAc+9SJpgeWKLAw5ZQM9cqazlg4WubQznEdynNfXEdwIUt2lZhldnOfWo59TmtigmtmUt/tA/wAq6TT7CT+zki028LyJNlxjGxTzgk9apa7b2gmtUDKGQHfgYBalHCU2innWIT3MZNYLLv8As8gHrTzqygHMb/gPanskdwzomFSJcAjuaV7FHB2sCMkEgY6UvqUClntddRg1iIcYYf8AAaP7Yhx0P4in/wBkKQCXznt6VYj0m2UEucnHQnmj6hEtZ9WK/wDa0T8BTj/dNKJ1nJCRlj6AVpRw2cSkNArD6Zqaz+yRTiZIliw3OVo+oxQPPqr6GJjzFkIjb92NznHQev0qFHjlP7sluewrpLpo9P1QSFA1u+S6jkMh6isGXTv7NvnhTmP7yOOjKemKn6pEX9tVH0AQydfKkx9KeLeUnAif8RWhb7xhWbjGQKuIAGUgnn1pfVYol5vU6GdDplxL/CFHua7jwJ4bWXXLd5rgoUbeoXuRz/SsWFwr9BjpXWeEJkTWrQnIIfqD17f1pqhFamU8xq1FZs9iUYUD0FOpop1WcIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUyT/VP/umn0yT/AFT/AO6aAPgOiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvffDMpTw9pQB5+xw8H/cFeBV7po3/IC0b/ryh/8AQBWFfZHZg/iZ2tnLG/DDnHQ1h+I/CS3zLe6c3k3cXIK8bqv23+v/AOAitiP+D6VzI7zz+z1yWGT7JqaeVdA4DHhWqxe6wyx4H3vrWN8Qf+Pw/UVVX/jzg/3V/lVWGnY0F1CQIXYgnPHtXP8AiDU2uHjhjbkNuatGX/VN9K5OT/kIn6it6MVc5MVUlytG/bXEzRoTymMD29qvIn7khcgdcVRtf9X+dar/AHz9P6V60TxZDUhYwkY6j86fgKVOCeccipIfvD609up/3qsgjkUE9857c1HsUNk5yDgjFSr99vqaif8A1j/UUwBoAchcAdKigtZV1K3DNx5g5/A1J/e+gqw//HzH/vJ/WpltYI7lTTY5rbQ0CLI3nXQxg5woqh4imZ7iCNQXYbgCfT1rb0//AJA9l/13b+dYN5/yGIP9w/zrGJqyWytGSFEVR98biR2yatx28nlZkUKM5OB2NW4v+Pb8R/Olm/1b/j/OtEZlN1QAAuGI7etKNhBwOcdqgf7350sXQ/571QiYIu1jjpzzUsbIu794Afeqsn+pP0qB+p+lSxo1iqXtusTzp5qEmNu9Zs2DEtlNiNUY+S/9w/3T7e9QRf6yH/eNT61/x+P/ANcx/OsmaIit2khlMUoIYdQeK0UmG0Feao3n+qs/+uVPh+6lQyjUVgzqRjmtzw/Pt1yzw3Hmrn8xXNxfe/AfzrR0v/kJW3/Xdf5ipexS3PooU6oYf9WP90fyqSsix1FNooAdRTaKAHUU2igB1FNooAdRTaKAHUU2igB1Mk/1TfQ0tNl/1T/7poA//9k=", "path": "001055.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.
001056
Men Tshirts
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"path": "001056.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.
001057
Men Tshirts
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", "path": "001057.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.
001058
Men Tshirts
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", "path": "001058.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.
001059
Men Tshirts
{ "bytes": 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"path": "001059.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.
001060
Men Tshirts
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", "path": "001060.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.
001061
Men Tshirts
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", "path": "001061.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.
001062
Men Tshirts
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njjxNZapp0SW7ZdDyR2rzKe9lk5YuOc4Bqu1xI4IycHqKRaiaTX+3JV/3Z6iq6zL5rKHwp5yO1Z5JLZ/SnxqSQAeT0oGdRp3i7U9Ps5La2unKYwN55Fdx4C8aCaJ7XWLsByflcmvI+VkAbn1qQMEOV4NAnG59LR6nYvjbdRc9CW61cDB1DIQynutfMUV5IzBjI+4d810Om+LtTsdvlXUpA42Z4p3JcT3wqVbBzSdSDXkNj8SdTS8HnSRuvcEGu+0fxlpWrRqDOIZjwQ/c+1FyWjoG5NJjPNL7gcHp7+9KB8uaYhOeOBSnOegpPlOMUpGDkUAMxz6UvPqMUuD6Uv8AD0FADSvGeM0mKUgZ4o7UAJgikbI5pxHSkzjgUAMIyOuKVVBXg0p56ikxxx0oAAB680H1AzSjp2xSHOMCgBNooOByaAMUp6YNADAvPXrTiOBg0ccUOuR1P4UAIQM03GacVbFICVNABkZNA5HFOwuTTQeOKAEYNQx46GlBPelOT0NADRyMVHdAfYrgf9MX/wDQTUhPTmorrAs7g/8ATF//AEE0ATYbd68UZwac3Xj0pvA6igAA5yKWlBpKADIBpe/cUg65pzEnuKAEFAzn2pcUhzmgBQOaTac9aUqeKXNACKQG604EY70e/al+8OBQAhxQtBGeKUD5aAEIpQGHpS445pDQAvPJ/lQPlAOe9OPSm4oAVeW5pcgE8UYwwPagkE9KAEB560bTnO4UoHOaBQAcg0gPWlwSKULQAgJOxRx7V4z8WJ4o9fQW/Enl4nw3X0/SvWdY1NdI0ia9ZclVwK+cdb1KbVtTmvJmJkkbp7dqColKJv3jL1B5zTMBCflyT70q8NnGCO1PkHAIqSxvOcE5HtSFOc4NOQAmpeCaBlYrzT4sq4cc4p5Q7h6GrUVsVmKkcEcUAMwJDnHLGpTFGrgPxSgC3lQPjHNU7q6M0uBxSAuPaqVBj4FKIGHAO0461BHO0cATPJ6GpLi5aS3GwYZepoCxOsPmJj5VYfxetEUhhdXAJ2HqOoNU4b12dQeMCla98ssMZDHNAj0vw78Qp7Qpa6kPNjP3HHUCvSLDU7PU499rKr8cgHOK+cprnfGjx4BA5rT0fxBc6WRPaTMD/ECeKpEtH0KuNvvigA4znrXJeDPGMfiAG3mAW7Xn2YV1rZydv3T+lBIuD60hxj3pecc0cDrzTEIc/pTQD0Ip+e4FIfm5PFADcHdQwPpj3pTj0oGPX86AEIOOCKTBAxTuR3FIaAEAAGM0hIFOA9aQ4oAbSgA9aAeKTtQAED0oC4680vNFACE+9NwDTjimkigBQRk0gxinEU2gBGHoKDgUEntSGgA4zUV2R9iuOP8Ali//AKCalHQ1FcDNnc5/54v/AOgmgCcdaUcmg4z+FJ/F1oAXAzQMY+Y0A89KMEntQAHpxzS7OR0pQMHB6UnzUAL3pD0zS/x0AZNAApJFCnnFL+lKFwc0ANIOeOlOH0NAGe9LwB3oATBBz2pQrA+1NGT16etSc/hQAjZPFAHrSkc9aNvvQAHGaVQMjijaRS8j60AIQd1HAGSRn0pxPFIefTFABlv7vFKOOTQQOgJpeo5oAQehFJg+9OA4zmgE4OaAOa8fSGPwpcOBkfKP1r58l+WYlgMnpX0vrumjVNEu7MfMSmVHqa+a7+1ls72WKYHfG2MGkykRBN0jewpAMgg9aeG+cSD7rcUknyyZ7GkWQI218GpkBLYqDaxYkjB7VfgVRtL8H0oAjZipQEcZq412iyA9wKqXkismE6iqYclxk545NAEk8zXEvU/hU0MAK4fqOlRwKuATVsDccjpSGiPaHRkPX2qoS8fynNXYyPMYMcYqOYq0nAzQDKm7dyOMUzcSTnoOlSshDYUHmpI7YsD6UEkAdtpAOBTo2YKRnINTeSIjlxlaZlf4RimgNPw7qb6Xq0VwsrJsYZGeor6L0rVLfVrJbi1kVxtG4Dsa+XznOeA/QGvQPhdql1b62lkjkxyn5gTTJZ7awJGQRijGB05oAC49M9aT5j1pkiYyetKAMYFLjHQc0YxQAwjB6mggEdKcFz1pGGKAEH+7SHNLj60DkUANzQcUoHNJznpQAmKdgbfejFIvLdaAGncCOlBz3pcE5zSdOtACHK9e9BANKRnB60YHrigBORSdad1pPu0AJkCmgeoxTuvOKQkk80AJgio7o/6Fcf8AXF//AEE1NwRwKgu8/Y7j/ri//oJoAnJ+b8KTJzxTjjPXtTQMmgB2W9qTpS4xSjLZOOKAEyacKQEY4H1peD0oAMHGe9G3HSjdnvzTgQKAE+tAyaQnNOTJGRQAEAGjAox3Ip3cYoAD8wwFozjjFKCdx54pM88jIoAcMEUbfmHNHXpRg5zQAMpB4o28k07aT34oC4agBAKDwfal70AmgBduRmlwMUYzS7aAEI+UCjGKUjijaSMmgBFHzD8zXjPxL8KSW+rHUraMtDNyQo6ete0EfN+GKrahDFJp1x50auqxk4IpMa3PldB5bGM52579qV22fe59Ku3EX2nUGVEwzSNgDsKu2/h+5unChePpUt2NlG5ixbWfJzmrXlyy42An2ArrtN8EXDuBIuF9TXb6b4MtLZV3ICe5rJ1bGsaR5DDod9cnCwtz7VoW3gjUZW+WM5+le7W2iWsMYCon5VdhsY1ztQZ9RWftWy/ZJHi1p8Pb8r+8XBrVt/hvIozK+BXr6WiCPkEmlkhUpytJzkP2aPI5fh6ACYxn3rn9W8I3Fmv3MDPXFe5bAVwoxjrWTrdl9rtztUZHqKnmlcr2aPBRp7iUpL8oHep2W3trRlTDMOM1v6xAIJXLAcelcVdTEyyKvC7uK6IO5hNJEM7lm3MfwqE4KcGpWGQMelQuADgVqjFigc1veD9WfSPEVtcgZG7afpXP5q5pe030KkkZcUEM+pI385EcD7yg4p+Sw9+9R2qbLSADtGMH8KlA2ZqiRMU0qe3ennBGaTsKAGgnpSYzTgOpowSOO1ADcYoHQ0vWgCgBgoIpW4xSYyaAEzScU48UnHagBpx60YwvNKOc8UDpigBoHSkKndTsHqe1Ic/eHSgAxjoaDyKXmm8g560AAHakHHWlHXNICRQAYOaiuziyuf8Ari//AKCalGO/Wobo/wCh3P8A1xf/ANBNAE5AJ49KMYxijH8qQZHWgBce9PAJJANIMYoHCZzzQAg9Oppw9AOaQDaQfWnDrmgA7YwAfWg9BxS9uaaATQAq49KdgZ4P4Ug4pdpBzQAEg8dKU8DikK5OTTsAUAIvT3peSOKATu604daAEGAMY5pfbvR3pwGOaAGgHucU7vQRSr1oAb3pQMHmnbRnNLuHTFADe/FOAz0NKFyOKF3ZoATbk9aQ8HGacSTxjmlAA6jmgBMc02RRLH5ZHByp+hqTHFGMKx/Khj2Pn2309R4m1E7PlhkKr7V2OlQoq5CjIqrqWnGy8Q6ku3Hmy7h+Qq3p9vKrN1xXNUZ101pc6S2cEgEcVqRhSAFrFhUxsM1sW/KjHWsDpReRwABgGpVm2uO3rVMxuSCDT2jcIDnmhNCaNNXDKe9MeTiqsW9U61J0TJptk2GngE4wTVK/dhbPhe1XZJdw4FUrrdJBIP8AZNTcqzPHdbk828ljAzg8iuOvIgkzLt6Gux1NIoby5BJ83ceK5mW2lmmZmHBNdNPY5aidzLwQpNVyuTk1sSWe0H6VSe2IHStbmbRRIOatWan7VEU67hikaLrV3RLd7jVraGMZZnAxVIhn0vpZf+ybfzAd+wdatcnIYUkC7LWJWGNsYB+tOx60yRuO1FOBxTcbjQIQ4x1pACBTzgcU3aeueKAGk5O0dPWkIxS/eOKMZ6mgAxxnFMxx70/JBoIoAYckUgBzntTjnpTTkcUAG3rjk00DHenKSDQRxmgBpyOaTPOf0pw+YUhw34UAD5BpD0oB55pRjJoAYME+tH1px46U0rgDigBDgHFRXZ/0K4wP+WL/APoJqXAJ6YxUV1/x5XP/AFxf/wBBNAE2MN7UEfNTj+uKO3HWgAC88g0hwOlOyxWkB9aADORTwBimgZPPFLt560ABwWoFLx0707AFABnik+8KMZNLtweOlAAM9uacOc5FKOGxRg560AAAA6UDA7cUtKEbr2oAMA8jijqOetKQPTmlwKAE5Io2nt1pR70vI5xQAAZGD1pQByKUAYyDzRjGKAEwwIx0p1KMk9OKXGaAG44pQO5owd1O24oATGTx0pCMjntz+NPz83PAoPyoT1A5P0oew3scH4whUausgAG5AT9aZpqh4/X1rD8R+KrS91uVU5WM7A3bNWdJ1mBgFWRcn3rlqbnZSdkdIQCRxxV21kycAdKy0ulBwWGPWpYrtI2YFgK59TpUlY2xIxIFTqCRz07VjrqNvCMyuB9TUUvivToPvSK3sDVKJDkdEqlRjGfemvwOV49a5OfxxbplYlznpVe08ab5CkiEqabQKR1rEM3ByKjdcA4yazbTXLac7cgZ6VqE70BU9agq55X4o0S4XXDLt/dyHqBWbdaa9p94ZXFeuXVnHcw7ZEBI6Gue1rSVbTnwvzKOPerjLUiUTy+4TKj5cZ71nSqGG2uiu7NhEPbrWBcI0T9Dk9OK6FJHO4Nme6AM2OgHT3rpPh7YC68YWvP3PnxVO38OapqaeZbWshXueldr8LtCubXxBczXcLI0SbeRWkZJmUoNbnrbKNpXGfmoIJNP6kYpmO2frVmY0DnPak6njin7CB7UmDsxjmgQ3jtTec9acEx35pdvPvQAwAc0hUZ6GlIIyaUdOtAEZBB4pPpUh6U3GKAGnNIRk8040nbpQAmBnANIemMcUuAB05pD9DQA3b0wMYpDhhinkimnDe1ADed3zUh4NO3ZbpQ+MigBvFKefwpDilIwTQA3PHPeorniyueP+WL/APoJqXtyOlRXRzZXPH/LF/8A0E0ATkYP4UZzSkAH8KNvvQAooAFAGKTNADuKOM0D6U7AoAMd91L9TQOmKXg0AAxSEClxg04AigBqj5qeF5pcDr3pBmgAxzTuaBjv1peR2oAA3bFKfpQOe/NKAR3oAQDnmlA65pSDjk80uOBmgBQARRtPalxxxSAY60AKAcUu3FAGQfSlKsQPSgYmADilKg96cQcZo2nrQA3aBQcbfY8EU8ClABDD86OgHiXjnwumlanLOFIjlbcDXBi+NpLlS3yn1r2X4swtLpNm0Z/iwR614vPpkzsCEPX1rJpG0bnW6P4oF1HHE5IfOOa7SW0nltvPhySBmvMNH0qV9YtkC4AI3CvftNtESwKFR90Vy1HZnXT2PGtXe/llYO7oB6VzszyxON0jH0y2K9p1PQY7h2JQGuE1/wAMuZSUXAHtRGQSjYyNJP2ghZSrexkArsLZIrdBmPIx3+YV54mhzrcn52U56jiut03Rrp2jEc0h9csTVtqxCTudPY3EDOAsaLjpgYrp7STcgGB+FZ1h4fSKJGcZYCtuK1EMYwKxub2HDkVT1BP9GcEZBq2WKniq9yd8RyetCY2tDzbUIQsrKB1bpWlp/h61WJbq8xgc7cVLf2qvqscajvn8afqOo3Nhc26i2Mqj7wx1p8xEVdli91C7isSNNt1S3QHnHJrd8FXUt5pTTXW1Zi2DgelZNprFvqiNH5XlbhynpXReGbMW1nNgcM+RWtB6ixSSibPH96kI4pxyOmKTGRXYeaM2nHWkBOOetSAAE0m3J3dqBDSvGRTCc1Jn0FNx6igBpQYwTTccVJ1PNNOFHNADMcCjHrTu2expCPXmgBgPrQfpS4FKfpQAzPHvTf46dyTnFKR3xQAzjmk4o79KKAG8HmkZehpSMcGlACjnv0oAYRmlIpWG0jFJ+NADcEMPTvUd3t+x3Oenkv8A+gmpSOOTmoboD7Dcj/pi/wD6CaAJycHHXijIz1pSCDn2FBANAAAD3oxzRg04DNAC4IFKPpSU4cUAGDjNKBxmgZz7UDvQAoIPWlxmkAzTgvHWgA4BxmnY6U3bzTvSgAxzk0p5Gc8UuKMEn2oAFxjNKMHvS8ClGB2oAQinEcA9qUDJ9qcF656UDEXGOKUY5ajHOBRggj070AGc84wDTi3alYDPt2oCjrQAEkLxRkke1GMn2pdvakIAKXA64pQMCnKMZz0oGcD8SIjNaWUYGPnP8q4BLAJy1ek/EBf3NnJjgOf5Vx/lq8OcVhU3Oql8JF4dsfM1IPt6HrXrEFuY4AMdRXDeFbceeSR3r0MjAGPSsJI3iVGtU5Jqnc6TFdIflFXpZHU9KbFdIDhuDUorU5WXw7brJhohnNadlpsEBG2OtmVFlGRj61XMTKeKdiloSRwjbzRO6oNoqCSVoxjNUZ5mY9aWxW455iCc1XllHlMSajeTPeqV3cFEx2zUoUmUrYiXV1k/unFdG1tbzXKtIgZQOfauXhY+czJwScA+9dLp8Pkw/vXLSt0pN2CHcpDSbdbpriIbY+x9a6qzh8q0iwMEis62sWe7Ek7fKvRRW2Qcgduwrrw8dLnJip3dhpyOoo6fU0rEk9KUr3PWuk5BhGCc96bzjHan4I9zSfNjpQIjxjvQ2cU7Bpe3FAEeOOKZgdCeafxjmg5zntQBGBt4oGB3zTuC2aCB2oAZgmkNOzjtSHmgBmGFIAR1NPPNNK89aAEPvSYpSOaQ8CgBrL60hOBjrmn4wOeabnrkUAIcAg5puMdxTgcnkU0gUAHXqahuhmyuf+uL/wDoJqYVDc/8elz/ANcX/wDQTQBO3PB9BSAYpxIz+Ape1ABn0oHSkHWnjg89KAAKeopQC1ABJwPrQD6GgBSccUo4HNAVT1NObFAC8YFLgY4pCvyilAx3oABx15pdue9AHGc04HjgZoAAMe9O570gUntinAEDmgBMU7qOBzRg9hTuQOOtAwA9uKXljjtQckYFOxgdeaAGjg8808E7elNwO3Jp/JXPSgBBzgEcUvHTJoUEHPan59hSENxxxSjNOpQCPrQA38KNuFOc5PSnjJ6UDd14+lA0c74xszd6DIyrloRuFec28o8rJ4BHFex30fn2M0XB3oQR+FeE6mzWfmxFtpiYg1lUWp0UpWR2/h+eKNjtIya6wanEygMwUjrz1rwew8Uz2UhjZC4J45rTuNfudRKR5aFe4B61i0dCkexm+tJB8kyt681VuMSRs8JyVPNecWmiyP5csV/KhPLDdXoWktb2eniN5N7Ecse9ZtFKQ+zv8hlbtV8vuXIase7iSObzYfun0NCXZC/epFJ3Lk5yTVGTAOe3pTnnL8+tQsd2SDnFSUV3O6QgVm6o5jVQfSr9y/kxhu9YWpXXmAnuKpIiTLejvF56iYjaW5zXZW6RKzBCGHavLwJJ4R5bFTuHIr1nQ7JYdMt0kXMm3JJrSFPmdzOVXlVi3aRBQWAxn1qcdTTsbl6YApCML7V2RioqxxSlzO4zHzH0pGGR708rlRjrSKMt7UyRpwOcc4pnPFScZ5pMEE8cUCIzn8KT5e4qTt0pCARQBFgdqQ0/gHGKaRzQA09Kbin4zSYxQAwnPWk2+tOcY5FA6c0ARkEdKbgnnNSMQD1xTScDgUAIw+XjrTcHIpxOduPxpDnB9aAG/KV680mMrSgAd6Q/WgBvTtRkd6eDjtTCVzxQAnrxUN3xY3OBz5L/APoJqfGCMVBd/wDHnc8/8sX/APQTQBPjJ/AU7FGR29KDyOKAEApeStA4607OBjFAAD8p9cUoHCjvSJnJyKeMlsgdKADk0q8DHel5NCgk5oAAMnntTxg0bRuz2pcjHAoAXFGKE6807bnvQAbT3NO6YApF4PJpw5NAxc4bpRxQck+9O4x70AC0pGelCggZpw5NACbSBxTieACOaNpB4p3AHJwaQg2nb1o20uBwcmnYyOKBiY6UY5NKR81OAJbrQA0AY4pQOOBSn5egpyDjkUAN25BBXgivA/HMTQa3cwqMBnr37O05xXj/AMVtLa3vzdDO2RQQ3v3qZIuLPPYrFfM3swIOK6H+zYtsEkcyhcfNzXLxJcmINHIcGtCCyvZRjz2A9KxsdsEmjqYJzbkbZAwHvVn+2GKks4VewBrI07REOTPNKx9FrSg8L28z5ZpQh6Kx6VDSKcUXLLxAJD5bSDbnHWtpJweRyDXFal4Z+wP5tu7BQc4zXQ6deJ9jjDcMBg+9TYSdjVN0iLuzx6VEbgMpZc81RmIKh1Iw3NRJckHYzfLU8pTkWL24MiBSeBXP6jcAgqh5zirV3enyyei561jWCPfXRbnywefeqSsjNvU6PRLTcsQIzuIr1qJQsaADAVAK880WHZdwKBxkYr0fHy46cVvS2OetuIRhTTSOgp/UYpCAe3NbMwQwrxxSEECnc0hHvQIYApPvTcc9akIOMmmkKQCDimMaRjimkdvSnNncMUMOeKAI8dzSHFPIOO1NA9RQAzFITinkKelNxQA0gEYqPac49KkIOM96ackn0oAjbjnFB57U/HGAc+1NYMAM0CGlaQr7045J9aac56UANz7UnPpTgB6Uhzg80AJjNMAx1qRhwKY3TpQAmM98VBdj/Qrn5v8Ali//AKCan5OKiuxmyuQOvkv/AOgmgCcjsuelIAcgU44B4bsKADn1oAXFGcnpQBk0o5oAXv7U8D0NIp2g0oANACjkUowAaQDPNKpz2oAUfdx3pwFAoxjpQAqjJ5pwByaRSR1FPxxmgAA46U7A6jpSDilIoGAHOewpwGTmkAHanLkHnpQA4A420qgA4NAGTzxTvvH6UhB0PFBIJAPBpwFIQNwoGLjkCnAYoI+alxkUAIMHmnDn2FKqntQM85/KgA9hzSjg+lOGPpRjJODkUAN2nqTxXKfEXSX1LwpOUXdJCA4P+z3rrVxj3pJ4FuYJIHAZJFKn6UNaAtz5esJR9nK/xKTximSarcQzHZwK19U00aT4jvrRxgLIcfQ81WGnxyS5Az7VzybR1QkzX0XUZ5o1JBz6iuqt7hyArMfxNZOjRRW8fMY6ValmYF2xgCsmbczHaxcrJamNMlzWNA7+WORleozT7q6ZfLKjlu9ZZl2ySfN81UkS5Gy9yWGO4HrVH7eFVmPUHvWcLqRpGUnqKYkEt0VDZCj9arlJcmTPJJezKiMdmea6HTLRbZAiDgjrVGzs0iAGOa3bZNgX6VEnYqKNjRR/xMoAOecV6CwB6V57oR/4m8Oem6vQ9p/WtqOxhX+IaFwKQ461IRgU0jAxWzMCP3owCOKdj5elNCHBOaAGnIHHNMYcAAVKc4prcDkUAR9OtNyCakIY89qaRlge1ADflIPHSk4Pen8bj6Uxuei0AMIGeBTT346U/GOelIfr1pgMJJPtTO3Xmn896Nq4OaAGHp0x703BAAJyaccY4FIevFAhjE7uRgU09c5p7DJ4pNpoAjbikIJOPSnsN34UzB60ABPzD0pGPFODY7U08UAMJ4HrUN0ALK5OefJf/wBBNWAQc5FQXY/0K5/64v8A+gmgCy3B9eBRu96CcfTApAoPOaAHYPUGgcr70Y9DTgOKAEUetSDikBGBS9aAFAznJpQMd6TGCKcCMH60AKPu9eacOKTPPTilAz6UAO5IpWIwvHegAjjilGc8igBdoPOacPu0cdTThzQMB0NLkkCgd6d3A4pCFxnrRuIBpf4807v04oAQZK56UoXn1pxUkhRTgO1AxMZpQMLS45pcbVoAAMcgYNLtB5IyaXtS44oAQDHQU7HGT1oAIFB4B6cetAAoHckDvigZU5A+X0oJ2IWbCqOSx6CuH8WfEix0aKS3sWE90Rj5eQKTaGk2zj/ipYw2XiOK7R1JuF+dc8gjiuPW5ML4GSdvBqnqWqXmt3Ul1fSFpGORz0qoJ5QME5A6Vk7HTFOx1lhqZSI+Y2cdAaZPq0k5eNP4j19K5c3MgHBNOjklkJAbB/nUNFo2ru/WOBYw3msO57VVZ3+8OrVVit2D7z1781oW0Bb3p3sK1x0FuXALHJPWteCE4Vew6Uy3twME1opGBjFS5FKJJbxHIJ5rQUVDB0wBVtV4561k3qWlYn02Xyb+J+gBr0mORWjR+oYV5jjBBHBHNdloutxy26W052sOhralJJGFZXN9l7elMIOaePmQspDD2o7Zrp3OW3cjOelN2qBUuM0w9elADOnQ01+RUh+lMHWgBvO3HamgYXgVJ6im44xQBEeeAKQDJx0qTAHc03gnJoAjGOaQ/wAqft7UhUUwImJzg0gHJ4p55OabnrQAwkjpSA46Uo680Hr3oENKjr3NNpTnODQx7CgCPp0o9qdxTTQA3PWmninEYBNJjPXrQA0gmobsn7Fc8f8ALF//AEE1NySRnGKgux/oVzkn/Uv/AOgmgCyw+bBNAAPAowoPPWnYAoATbilUbgcUo96VSduKAFAO0ZpwFNXAp/QZ9aAA804DApAvvTsAdcmgBe1PAI7CmjBHQinKPYUDHdTQDtJxzR07U5cbT9KAFxkU4LxmhR0pQM5pCFHHbg05cbSCOe1J+NPAJ5oGIOlPXqKb15zTug60AKFIBHftSjGOetKDk55zSgjpigBBgmngbqMHPHSnAfPgcUgE4pwAJpGYDnP4VBLMzfKuQD3FUkwJXnihzveuV8ReMpNIlWKC28zI4Y963HiDcnJNc54o0gX1j5irl4qJrQqFm9Tg9c8ZaxqaMrTGCI8FVrh7lHIZ2z5hP3ic5rqrmzO3p0PI9KwruAhj8tcnN3OtQXQyU9DShM1KYtpJIp8aZ5o5h2IjBnGKmigZe1WooMkVpQ2isAMc0nIrlM+NeORWhaY6CrP9nADIBpYbXa1S5AoliAHIrRijLYqC2hAxnmtSFeOAKhyLSFhh2jJqyFpUTjmpFSpvcGiPZzT9jA7lJH0pzYqxEm5OlNOxLjc1NB1C4S6SF23Rkd67AxEE+h5rkdDtt+pIMcCu5ZQeOw4rspu6OKtozPZQDyKTA7VdMQphhU961MblMjFMPFWntm/hOahaJh96gZFTcHNPYBe9NYEAGgBhB9abjK08rxTW4xQAw9cU05p5HOaa3saYxhHPtTSOcjpTyOOKaRgUANbpxTTnb7085PtTCMNyaAGnOOe1NI709ueg+tNIO2gQzbSEbSD2p470wjjk5oADgn2pmMDNOIwM9vSmngZ7UANyOpFQXWWsrnH/ADxf/wBBNWOo9qhusCyueP8Ali//AKCaAJ8Dv6UtD+3oKB0oAdQBz7UUKDQAo6+1OGW69KACadwDQAAGnKDng0d+acvcjigYoyeCaXoetLg4zmkUbjQA/jFOXoaTHFKPSgB4I4pQB60ijFOAU896QCjHvTwKaM9ulPHSgAxxTscCkHNOHPFACgY704DJx2pQhx709I8LzQK405AwKDwcipgmaCnFNILlUpuPehkwMAVY2U4RZ61dwuU9nHWonh3Aqy5U9a0vJHpTWiAz70X0sI8x8R+HntpnngQmN+TjtXFXVkCScZPtXvlxao0ZVxvB6iuJ1zwb5heey4PUrXNUp9UdFKpbRnk01lnOFqtHb4bbjFdTd2EkEuyeJo2z1IqqtiC/OD71ztNbnWmnsZ8UOAMCtO0jORxVmOzAxgVet7X5ulZuRdhUh3JgioXttp+7W7Ba5XBFStp4cdKBI5yOMg9K0rYGrTaW4JwOKkhtSvyleaTRQwITUqRE1cFtkCpVt9oFCQmUTBjmrkEeFqQw/L0rQ0+we5kUFcRjvWkItmU58ppeHrQqGnYfSt7HHHemxRrDEqIMACnk12Qjyo4KkuZjcUBRS0tWRYTFBUHqAaWigZWktUfPGKrvaMBxzWjRgUBcxzG6n5lNRnGea2iobqBUElojDgc0DujIYZPtTduOTVya2eMZHIqseB70BciBIPNBwevanHGaa3WgYzkmmk5PSnnnpTSMGgBvPOKaRlec07ufemnGcZNAhnUCkwMnFOxTcHnFADeQfm6U0nJx2pxBJ60N1+WgBhzjjpVe7GbK5/64v/6CasnjoetV7sEWVzz/AMsX/wDQTQBYJ5/AU4c0EAHn0FGMEHtQAoyT0pyZIzg03vxmnKCOhNADu/TFOHNMAI5609TmgB2MGndaRTmgdcUDH9aUcDjH1pMcdKVTxjFAD+cdacoOORTcdMcU8L70AL2pcY6UH0p45FIBB0p6gnpQowcnGKnjAY5AxTSEwSAnk9anSBQc96kQACndOKdhXE8sUu0UtFAhNtJtNPpMGkAmwelG3FO5ooEIBS44pwHFJQBGy8H1qIxdx1qduhqPJz7U0w1M690Wx1KPZdQK3+1jkVyeo+AmhLS6e3mJ/dbrXoAPvinEcccH2qJQTNIVWjx99MntX2TRsGHtVu2gVSCwPNem3Njb3akSRLz3xzWBdeFthL2z5/2T0rlnRtsdUMQnuY0cK7cjpUyxgVMbO5hbDxHjuOlSKp6FDn6VPIzVVI9yAoCOKYIQT0q4IWPRGP0FSpp1zIcqhHuaORj9ol1KSRYPSn+S7tiNSTWxBojYzM/5Vq21lFbqNi5Pqa1jSMZV+xi2Ois5DzcL6VvRQxwxhI1AA9Kl/wA4o+lbRikc85uQlN707FJVmVhO9LSY5paACiiigAxRRRQAUHpRRQFiMrnORVG4tB99R+VaWKikUfhQNGG338EUxs7uBV27h2ncBxVNgCAeRQUMx60h+anHC+9NPtQA0nBHFNbJbin0wZJJGKBDfwppz2FP+90/WmkHv+lADCvvim9M07dz/jSeuaAI+uKiux/oVz/1xf8A9BNTnHYVDd/8eVz/ANcX/wDQTQBPgk/gKd0HNNxznPYUuQw6jigBwIpQy+9NXj0p/pQA4EEcU4YpmPmpyjnmgB3GMd6cB0waaAA/NOAw2e1Ax/PrTgab97pxTgwBHFIBTmn4OBR1o/GgBwNOXCnLUgAHvmo5pPmCY96a1ETIfMY54A6VbiGKrRqMA1bjq7WQmTA4p45qMAkcd6SOUCQxtwakRNR3pQPxoxQAUUUUgCiiigQueKTNBppoAU9KZjml70AUAGKUHmilHWgBwNHHXNJRStcaFwO4H4imlIyclV/KlpaOUrUQIvZFx9KcD2FJRRYNRcdyaM0lHenYVxc0ZoooAXtTad2ptAgooooAKKKKACiiigAooooAKa4pwoNAFWaMtGRish1KOQfwreYe9ZV9HslDdjQUUyPWmmnk/N6+1R44oATODTCODTiMY5pCBjrQAzIbmmk9jmnnG7gCmkHJOePSgBpyOgH40DJFKwyM03JGaAGnIPSq92AbK5z/AM8X/wDQTVg5289ar3X/AB43P/XF/wD0E0AWSVJ4PajA7Ck25PbOKcCy8EUAKPbFOGeOKRRmlyD60AOpecdaaBTxigBwApwFIGFOBzxQAo4OKcMDOetIOmaeoJ9KBjhggUu3ikzjrilHNIBQcfMegqtExkmZj68U+7fy4Ng6tSWo2qAetXFCLqYwB3qyhqsvWrCVTETxuAx/So7qIvHuTiSkdCyfL95eRUltOJFIb746ioEJZzebGVP3l65qxWe6m2vQ6fdbrWgOmfXmgAoopcUgEooNFAATTaWjFACbe9KKdjikxQAUUuKMUAJijFLRQAlLmijFABRRRQAUUUUAKKMUDrS0AJSUtFACUuKTvTu1ADaM0UYoAKKKKACiiigAoNFFAxCBj3qhfKTGT6VodTVW5XKkUDMbgbSAaYQR3FPbO5h6Uw4zxQAxuwNIQMU9uvNRnmgBvbkc00AgnPSnAlqMHnNADBnPtTT2604nBpuSaAEY4/GoLsf6Dc8j/Uv/AOgmrHX04qvd5Nlc9P8AUv8A+gmgCwcD8qXduFNx/IUvGMAUAOHHQ5pRnPNNAA6CnKM8igB/XpS4pAc0/wCtACgetOXHakU5p31oAWpFIqPPFOVfegY/GacuOmaYOBThhVLHtzQBSu5PNuFQfw1ah6VnxMHuJG960Yugq4iLSmpkNVx2qVGpsRZQ8/Tn61WuM28yzqOGOGA7Cpgx28CpF2yxHcM54IqGAS7bm2EkfapImygzVO0ZoZ3tn4U8qauABOBQIkpd1IOaMc0gCig8UUAFLSYpaACiiigAooooAKKKKACl7Ug5z2wcUuaAEooooAKKKKAuKOtLmm0UrgFFFFMAooooAKKKKAENLSEUtABRRRQAUUUUDE71FLzmpe9QzHAJoAxpRiRqhPSppOZCPWoTwMdaBjc8etNI98U7OKa3zdsUAMOD0yPpRgAHBJpenWk4zQAw9MUnQUrDDZpG6UAN65qC6z9iucAf6l//AEE1L/FzUV5/x43OP+eL/wDoJoAst1/AUFcY560hI3Y9hRnPHpQA4fWnKQOKaKUc446UASDHbrTuvWmYxk08EYoAcKUkHimjk5px6ggc0AOwABTuQaYP1qUMuOKAHKo5zUNwzR2rn1BAqRSSPxqnqspS2CerUAQWnIx3NaUZ6VmWv3avxnitI7CLYNSKagU1IppgWQxVeO9KJBHKHziNvlNRK2Dk9KQ/IxVhmN+D7VLQEtyhOx8/Opz+FTmUFUf1qrGxdDCfvJyD6ioWmzAQeCHqbCNcEHBFGeaiiYFFqXqaQCnpQKXtRQAUUUUAFFFFABRRRQAVUvL+CxaLz2x5z+Wn161brjPHlysMmjBjjN2P5GgZ2eOBk80Umc4PqKWgAooooEFFJ6471xXjD4h6f4YYWkWbvUZPuQR8kCgL3eh21FeP/wDCafEW8US2nh4JA3Kh+pH5VPp/xU1XTrtYPFWjyWiscCVRwKV0U4yXQ9ZoqnYX9tqVpHd2kyywSDhh3rN8SeLNL8L2RuNRnCt0WIcsxpiub1FeQH4i+MdacvoHh5/sp5WSQHmoz8SvF+gyq/iPQmS3J5kiXOB60Aex0Vi+H/Een+JbBLzTpxIpHzDuv4Vs98Z+XFAC0UdaKACiiigQUUUhpDEPFV7hsIR61YY1n3km1aoDPc5YjvUf0p+cgnvTWUjoaQyMnBpN2egpSMDnvSEYXNACDkUw4p2QxyeKY45GKAEyT0pOmSeh6UHikDHHNADe2O4qC74srn/ri/8A6CanyeTUF1n7Dck/88X/APQTQBOcZx3wKUDIyB0600567h0FPAOPvdaAFU59qeB1xUQJHapF4oAd/DzTgueKbnJxTwcDNACgGn9OnWmZzThkUAKPXvUg9qYMd6euMUAPycGsvV2y0QPpWouKxtWfdeKnoKaGPtj8tX0PArPtxwKvpwBVoksKeKlWokqUUwHjkc9KcrrKjRsMEdM96aMZApzRZbPQjpSYEQ3x7S3Dg/mKqXbgTfKeGI/OtEHzgVb/AFg6VkaojQywnsTzQgNu3k+UA1dQgisa2lDSBc9q1YckVDAnooooAKKKKQgooooAKKKKACvJvjNqH2S60BATuFyHIHpyK9ZrwT443I/4SbSoyeExx/wKgZ7paSCW0gYd0BqeqGindotke/kqT+VX6ACg9DRQRlSPUUCOZ8beI08NeGbq+OfMC7I1B5Zj6V5XpkP/AAjWnL4m1aMXWsXzb49/IQH2rc+Lrm/13w/o5J8uaYMw9cZqb4m6a66bZS26fu4lClfQYrGs5KN0ejl9KnOuo1NmM0/4pP8AZ51vIQsyj91t6GodK8bx+JL06XrNnFJBOdoOORXmwxw3GAcjNbfhSykvPEVsqDaI38x3PYYrzqWInKfKfW4vJ8NRoOpY6+aTUvhjqzm0jlu9DugWjjUEmJvT+VWfCfhKbxPqB8TeKFaTeSLa2foq56mr2t/FjQdPuTp9vbS6nOv8ECbxn8Ki0/4vac7KmpaRf6ajHCmWMhP5V6yulqfCS1bPSYIY4IwkUaRqowFUDGKS5tbe6t3iuIUeNxtIYZ4rLs/EOnX15HaWtzG80kYmURnPy5xzWyCCB/EDTJPF9SsJfhj43tL2wZho98/lyR9lJ5r2WOVJY/MjIKtgqfUVxvxTsI77wLdlxl4P3iHuCK0vAd6194L02Z+vkgZPc0AdJRQOlBoAM0UlGaBC00mlpjHFFgAnGay70gnFX5HwKyp33OQaZRC3ypTQRjk5pcDHNNY4+6KQAwHY1GeBg04n2pDyKAI+AuDyfam84p7EdqbnuaAE4xTC1LwTntSKMigBpNV7ok2Vzzx5L/8AoJqdutQ3QAsrn/ri/wD6CaAJ+APwFKBkUxuv4CnjpQAA8ipc7TyeKiHHbNOXlTxgigB49Vpw3NTF9zT8ehoAkC45Jpd2RgU3aRzmnDpnNACqakGcYpgwRmnAAHNAEg6r9aw775r9z6VtqQGJ9BmsVx5l07diaaGT25+Wr0fSqkS8Yq5H05q0STIMg1Mo44qKMY+lWEHpTAEUE4bg+tO+ePiQZX1qUIJFweKlVSBtPIqWBE0IfDKfn7EVT1SAzW27HzxkN+VaSR7MhfuntTZVDLyOuQaSYjHtM78/StyA/IKwbLKytGxyyvj8K3YegpDRYopM0tABRR/jijPB9qQBRSZ59sZzS/yoAKOlJkZx69KX1oAOuK+c/jDFNqHjaURci2hDn2+YV9GdfYgc+1fP+uOdT8ZeLGQf6q22DvjkGgD2HwXdfbPCGmznq0Kit/PFcZ8L7jzvAGn7jyEC4rr5JUhjZ5WVEUZLMQAKAJMUjDKke1ZVl4h0rULlre0v4ZZh/ArAmtX2PbmgLHkfxLBt/HXhq9l4g8zaSfxr029sbbVNNME6AxyLxx2rkfiroMus+F2uLVc3do4ljx7Vo+A/EkXiHwzBLvzcxIEmTupFKS5lZlRk4+8nqjynxH4NvdL1gWsUTSQyt+5YDp9a6q78Ov4T8AandJzfNFy3cA46V6m8MUm0uitjlSRVPVdNi1TTJ7KfG2ZShJ+lYQw0IvmR6mJzevWpRps8A+BV3pI1i++3GP7bKP3Rk5z19a+gb7S7DUrM29zbROjrj7gPPtXyr4m+HviDwhqbyRQSPArEpNb8EDtRo/xU8W6DJHGbsyIv8FwDnFdF7nlNWloeweEvCbeFPihexRh3s5rYNCWJOPm6V6znb/8AWrzj4dfEWz8aHZNEkWqxrjDc5X2r0Y4wABx296BHKfEeeO28Dam0jAFo9qg9zmnfDmF4fAmmxyDGIwRXMfFG7Gsahpvhi1JeeadXm29EQev6V6RYWaWNjDaxjCQqFFAFrrQaM0maAAnAqMsScUSNgVAJetAiffj5aazADNReZ69ajd6tLQAll+U1myHLE1bkO7IqoxwSOlJooYT8tMbkAUufegsOeKkBrYxmmZyRQc460N0BHWgBjcNTS2T9KexyaZkc0ANY8+1JnGKUkEYppycjGKAA8knsar3WPsVzj/ni/wD6CamzgYqC6wLK55/5Yv8A+gmgCwRuOfagEZxTTwfwpR83agCQ8Digc4wetNBPpTsUAOztOOtSA+1RbaUHFAE2ffNO9BjFRdaf0oAeMdKkz8tR9xTu/FACk4Df7tZ9um8Fv9qrshIgc98VBZo4jGUPSqiBOkeKsKi4560KpI5qQIDzVgKoqdBUQXFSIaAJ0qZOc1CpzUy1DJJBgVHLgoRT+1MfocDmkgOclkFvrqj+GVf1rfgfcBWLqcC/breY8FWzWnZtuFNjRo04VGKfnAqBCMdiM5/hBbFeI3Xxnurbxs9q0arpscvlsx7ete3MNwAP3SMGvLLz4MaffeKZNTluWNpI25rcCmM6Bvip4SUf8hJD6jjioZfi94SiGReu/si//Xp//CpvCAAI04EduTVuy+Gnhawm8yHTYyf9rmgDI/4XR4U677kDOCTH0rmdV+Jev+ILyU+EbYtZ2Y3yl05YV6cfB/h7POlQY/3auWOi6dp0ciWdrFEjjDBVxmgDz7SfjPos1rDHqKTQ3rDZNlPlDVzng6JNZu/Gd9GRIsqnYw7jArv/ABR4E0jU9CvIrawjW7aNmjcDHzVyXwe0ySx8La2lwv7wMyN+VAC+BfG2leFPAtpHqbkMZWUbRk9qqeKvHMXjq6sPD3h2aaP7RJiaQrgla4jwVZrrPxFTTrtRLawzOdh6V9HWfhvRtPnE9rp8MUqnIcLyKAPKPFXw+j8F6Tb67oE86XVqR55yf3g70yH4zanK0V8mkyHS4wqXE23JzXtM9tHd27w3EaSxv95aoxaDpSWb2cdhCLdjlkK8E0AcQ3xq8KPAfMWbaRhgU615zaeN9O8M+ODf6I0x0u5bdPERwpNe6f8ACG+HgMHSrYn/AHaP+EP8OkFf7LgPttoAu6VqttrGmx31m6vFIufp7Vh/EPVJNE8LS6jESDA6s+PTIrorKwttPg8i0hRIxyFWsrxXoKeJdFl0xn+V3DSD1FAyXRNZ0/xTosN3D5U0ciAupwSPasHxT8N/Det6bcFrGOGcKWWRBgg1jXfw41PRLoXvg/VGtQRhrd+VY1lXuj/FfV4pLK5ureCBhjzEPJFAHm3wvt7iz+KkNvavu8t2VmHdea+gPG/jO18Kac21g99N8sEHcse9eaWlrpXwsZvs8g1PxLcDbtj52k10ng3wLeajqC+JPFTmS7c74oG5CA9sUCLvw68K3sby+JNdbzdSuvu5/gQ84/lXpPUYPXrTQoHCjaBwAKWgANRs2KczYNVLicIM5oAimuP3m2m76ovcZlznrUschY85NWkItF+BSEkigRsw68U/akY45NUBC58tDn73aqAfd165qzcv8jSs22NQWfNYWi3v2y1ll3ZzKSv0rOT1LS0NUgelMzmgFs/N0prYpCDGDmmOec9qXtTSdq0AJ1NNbGaUjIpp6AUANJFJvLNxQc0ED7tAAT7VXu8myueP+WL/APoJqU8HFRXR/wBCuf8Ari//AKCaAJD1/AU4ZPSkY5P4UDIB5oAeCB3py8moxx1py4U8HNAEme1OX6UwNkkkYp24npQA/J7Cl5J5pFbAxSg84NADwwzxzUm4Z4FRAgE4py0ANu2KWxYHknpS2lzLsXcvFMupI1gzK6omfvNU1n5UkYMU8cw7YNOLSHa5fSdNvIqQbG5BFNWAhOVoMYxxxVppi2JPLB6GgIaYqMvepFZl607CvceoI4xUyimJID161MMGoYaBmlxwfelApGQkjFJCuZGqxmSJSOqnrU9ghSMZOTTr4YhwfWkgkC7RQxovrTxUaHcM1JSELxzR3B9KKKBh2/xpMD0FLRQAYx0JFBye/wCdFFADcY9MDpWbbaPa6bFcpZx7PtG55PQnFamM0hGPzoA8M+Fel+X8SdcZlGYJG5x65r3LByx3Hn9K4HwNpv2fxd4muscSXGB+dd/QAY+bPFL796KKBAOCTRye5/CiigYfiaQrn/61LRQAxjt3HPbv2ry7xl46u7nUf+Ec8LAy3jcSzryE9a7nxTaale6Dd22lzCG7dcI9Y/gTwXF4W03dMFlv5/muJWGWz7GgCr4L+HNpoKi+1H/S9Wk+Z5X5x9K7wqG5I+ntQOOO3qeppR06YoAQDApCcDNOqKY4SgCpd3Hlq3cjtWFqN6VTnOCfWrWoznpjluK5nWNWtNPjgjupljMjcFqd0txpXNq3kR1TIyfrWnFKU+6gA/OucsdS0x1Ui/iH41o/25pMH3tQjI9AaOdFezZsBmYbm6e1OPypvYhV9WOB+dc1P4ztkJW0tpJD2Y/drn9R1q+1BiJ5Ts7RRnAqJVkio0W9y14t8RiZJLKxbKscO46fSk8GP/os6nop4rlpyFDcgZNdL4Kx5VyBz0rKM3KRrOCjE6pm3cU3g+1BOD0prHFbnMB9BTCecHmlzkZpp6ZoARjzkflTS3Q+tKRg4prHt6UABNNLcf1pAc0h+7jvQAhPFQXbgWVzx/yxf/0E1OfugZqC8H+gXHI/1L/+gmgCfk9+1KoIBqMtg/d7U5Tjn1oAkzxgUoyDTOhyKeM560AKD6nFPB96YRzTgeO1AEgzTuvFRDPrTgc8frQBIuTkZ6U5c96YpxwBz604EjqKAMfxaA3hq64Hb69RXldtPcQy5guZY8Hs1er+J03+HbsADO0Hp715OnJYehrKo7HRRSZ0Vn4n1+2AEeoswH8MnNblt8QdXiIFxaRTgf3QQf1rkYT8oAVR74q6hyBkn6GsPbNHR7BM7u1+I+nzEC7s5IGH4/yrctPE+h3YBjvwrH+Fhj+deVgLkADGfShLeJ5fnjU/hTWIZnLDI9piubeUDyp4WJ9GFWwMgYBPupFeO20QiYeSzx/7rYFbVte30ONl9MCPVjVqsmZPDHpZyB0I+tJyeM/lXERa7qUS5M4k+oqzD4uuk5ltg+O68VoqiM/ZSN7UiUtgfeqtpMJp19RWRf8Ai+zuLUxPG8cp6fWr3h8ecPNzkHoatO5Li0dIgwMU801aWmQFFFFABx3qve3cNhay3Nw/lwxjczVYyBya53xu0aeDdWeXp9nPX6GgZWsviD4b1G5SztNSSWd2wiYOTT9T8f8Ah3SL2SzvdRSOZGwUweK+aPCU0OjeMNPvJ8IsbF1OOgwafeRP4j8XxXVwu9b+cEDGdy5oA+sdPv7XU7OK7tJPMhkGY39atYOecc9q8Ysfih/Y1+fDtjox8m0BUENz8vBPSuq8C/EC48Y3dyDp5ghh+UOTnPNAGnf+JfDXhbUJobm7WGa4O9h9a2zqlomlHUWm/wBECeYZP9mvEPiRp1rq/wAWdN04RqfM2h+e1ekeOdQtPCvgUxNaNNahBD5QOM8ev4UDJbD4j6Nf6HeaxHI/2W2JRieNx9qZ4K8fJ4ze4ENhLbxQnAeTo3pXj/ia+trT4d6bZWNl9nS/bzWUHrz/APWxXX6X8Qrfwt4MsIY9J/4mUwCrAo+ZvQmgD2Xk8Ejd7Vh674r0fw7IialdLC8gJXPpWH4A8et4wjuIZ7Q2d5AfmQ964X45Q293rWiW5QNIzgHnkqTigR7Fp2r2eq6ct/aTq9qR972rH8PeNtM8TX95a2Ejs9q2GyOPSoJxa+Dvh6zwwBoYbfJUDGcivN/Dni7TPDHhC48R2WkMrXN1sYmTrxn0oA93PQcDHrRgHng147ZfGx7zWbGzbS2ijuGALE+vpxWh4q+Lg0nVDY6TYNeNGN0xXoo70AepZbknP4Uo6Vzvg/xTD4v0CLU4VMQLbXUnoa6EdOaAFNQzDclSFug7kZprdMU1uDMS7hDEKfc1498QZjP4hjhxlIV/WvbblR94/X6Yrw/xEv2jWbmQ8gtwayqM2pamdZKM9D+dbMKris21UAAelakKgiuZyZ1KKLkWdvFOORG1RxkinyPhCPWoZorGbMctXS+C2wtwvsP51zrAEZ9K3/B7f6TcDHVR/OtaXxGVZe6zrye1ISe9IQMgg/hSPk9Dius4RCxJFMYnNKeMc0wnJ60ADcGkb7opQRjmmk5yKAGsflpCSe1J3xmgkHt+tACHJ7YFQ3WPsVzj/ni//oJqRjnpxUN0QLK55x+5f/0E0ATnOKUMSKYxJIz2xS5B6UAPLN6U4HnrTM0A0ATZpc1ErYNS7higBwNKPWmDFOH6UAS9ADS5IOTUYPpSjk0dQK+sIJNGul9Urx4cMa9nuV32ky9yhH6V41KpjunX0OKwrHThy5C3Aq4rDFUEbgVaQ5FcbO1MupgjNSKcMKhjHFTr2NIZftwRitKHBrMt2HFacLjFUibExyBxUJcrnJOanLrtqszDJFNN3JUVczdQBkkQAZJPpXceGyYI40c4yOlcXJIIrpCfWu18PZmdXfp2rspO6OOqrM6wdKWiitTmCiiigArzb4y6xBYeDXsWm2z3LBePQV6Tx3rB8QeEdG8StG+q2vmtGflPpQO58xeJLKP+0bCG0OTNCg+nAzXRaQLEfFDQ7CNv3FogQgf3ua9vPw98OG8gujYqZIBhfpUH/CBeG9LvZNXhsR9qizIMdTxQFzxz4gw3eifEi8GnL+9vUKxjHdupr27wZocPhrwtbRHaHEXmTPjknqa4HRra48dfEca1e6c1rZ6f8kQcY3Y//VXr8sKTxPFIo2Ou1h6igD5yn8UaZJ8XptZuJgIYNwQt0yOlP8VeO73XvBt4l9NGRNeAW6qP4ea9Zb4U+EZmLtpw3M2W96kl+GPhaa3it208eXHkr+dAXPH/ABTeafM/hLR45B5USIZWx0OelR+Kf9I+JkcbX8enpHEBFIw+VVH4d69pk+G/hiS7juXsQZI8bPbFHiD4deH/ABFPFNe2o3xrtUj0oC5znwr0G2tTqGqW+qrf+c+3zVGACOv8q4jx74hsdQ+K1m8ky/Y7Fgsh9wa920rRbHRbFLGxtxFAFwQO9c9d/DDwre3Mtzc6eGllbc596AueZav8RLnVtE8QI8iHT1/dWwx161g6pf2Ufwy0TSkkXzZpvNlXHQZIr23/AIVl4X+wtZ/YF8hjnB9aJvhr4XmWEPpybYRhKQXPF9XnsZ/GehwWLKEgtUwVHVhWXpcMd1qmtSXWuJpuZCsglGSQT24r6Bh+HXhqC/gvI7BRcQj5Wqpd/C/wxe6s2pT2il3O5lPQkUBcg+Hsem+HtBttKW/SeeRTcggY3Lzz+ldIPE2lfZ4bg3Y8qWXyY+OrZxircWk2MZRo7ONWVdi/7tJ/ZGn+XHGbSPy45N6jHRvWmAW+q2d1ez2kM4knhwXUDpxVlzUcVpbw3Ms8UCxyPwzD+KnStTQMoajJ5dnMT2QkV4pffvJXc92Neva9N5ekXb56RsK8anlyRWNXc6KKEgGDWjE2BWdDy1aMXSuaW51ItKflpkjZFC4AzSSOMUmUiGQbfyrW8JyY1GRccFaxZZMrWt4SP/E1P+7WlL4jOt8LO3G1ug6Cmkt6Uu75cfWmHOa6zgYEsR0pm4g9KUnmmk0AhAQaQkUNk0zJFACnAGaZnilL5puc0AJmobor9juM/wDPF/8A0E1KRUF1t+x3Gf8Ani//AKCaAJwcMcnPFLkBQRUbEAj3xTs5BpgSDkUoz6UwHinh+1IBc496UHPtSA4p2S3agB4YelPBB78VHkGlyBxQBJkdjTg23gDNRggU4NkcGgB+7cCCvUEfpXj2poY9WuE7eYw/KvYFye/evLPFEPk67cAD+LP51lVWhvQdmUIzwOauRnJxniqCdBVuA9q42juiaMXTFWB0qvAMVbA4qCkSxNir0MnNUUwKsRMBVIZfyMZzUedzHnpTPMG2mB6a3M1uVrgb7qIerV6HoACWyL3xXnMjH7WmOoPFeg6CxMKFuuK7aWxxVtzqF6c0tRq2akrQ5gooooAKKKKAE2jtnpSGNTyRk4xzTqSgBixRou1Y1Ud9oxmnYz1paKYw6mggEY7UUUAHcfWgD+eaKKBCgcEZ60YwMCkzS0AFH5Y9KKKQBjikwO4z2paDQA0jPejjJ9CMYpaaR1oGISB+HSqsz8ZqZ6qzkBKpAcj46u2t/DlyQceZ8oryeKYkAHk4rvviXcsbK0tVP3nLGvPEG1/rXNVep2UVoacHIq9G421nQtxVlWGOtYM3LgfjrUTtzycVEJMCq8spJ4pASSSA8Vt+Ejt1X1yprnUUyGug8Nfu9VQeqn+VXT+ImqvcZ3BO0560MSW46Uh4AP0phPOBXajz2OwMnmmE80bgDjvSNikAFsDrUeSe1KVAphbHApgLkduaaeTjvSgelNPX/aoAQ8d+aguf+PO4z/zxf/0E1NjcfeoLvK2dxn/nk/8A6CaAJjnOR0xShx2pu78OKQYHNAEuaUGm5oBzSAkGSeDTuSetRinZCnPJoAkHIpwbP4UzODluKUE0ASA0+ogaeGFADwdv48VwHjmHZqyOOjIB+Vd8OT7VyHjq3LQ203YFgTUVFdaGlJ2kcUvAFW7c1SBqzA2CK4mj0Is1oemauISUFU7fkVeUfLis2WgBFSLIVFN2VFJuWmmMsebntUivlG4rPWVs4zU6yHaQDVLchrqWrCI3GoLkcCvQtNi8pFArz7Srnbc5xzmvRNMy8St7V209jgqvU14qsdqgjGKm7VoYBS0lFAhaKKKACm96dSYoATNLSYpaYwooooAKKKKBBRRRQAUUUUgCiiigApDS0YoGRMOtVJl+WrzVTuR8hxVIDzD4kRkG0m7E4rgwpJr0n4lRf8SWzfuJcfrXnKnB6Vy1dzso7EsYIqTdtqREDx5B5pPKYjpWLNyNpW7UsUTu+cVIkfPSr1unPSkOw2OEKKv6OdurQ/WmlMDpTrArHqETf7WKqHxImovcZ2+cbvemnFICd/HIpSc9hXajzmMJ9KRjxSZ56UhNMBWOaYaQAjvSZwDn8KAFBprHkGgHjJphOQB29aAFP381BdEi1uD/ANMn/wDQTUhb06VDdH/Q7jn/AJZP/wCgmgCc/wBKEIJOabkZyPSjJzQA/PBIpQ1NDYp2cCgBysCDkZp+eOuKiByacDzQBJk9W6U5Sf8ACmAgmnE4YYoAkzQCKbkGjcCMYwKAsSrknAPUVj+JoTPoMoPJiIIrWB989qhvIfPsp4B3jOPyqWUnZnkWOtWIGAwDUEytBcNGf4WNS25zjjrXHJWO+Dublqw2itKNNwBrKtDgDitiDpmsmaofszzUMycEVeCArmopIsqTSsMyiuGp+7avHU1M6YNRkfOlaQ1ZMnoaWiWn70SMM816Np6gRrxgYridKdfKAH8J5rttOcFFrtgrI8+puaqAY4p9MUjtT6oxYUUUlAhaWm0ooAKKWigBKKKKYBRRRQAUUlFAC0U2lzQAtFJmjNAC0UUUAFL2pKKBjW6VTnb5TVxu9VJRkGmhnC/EgA+H7U/9Nq82RAwFem/ElB/YEH/XUV5xCma5ax10dh8cDKeDVpF3KaVIie9WIwFO04rA6CmIsMSatQKKma3YnjpU8VsEGTSKQwoCtV0/d3UbZ6MKv+UeT61WkhODn1zTTsxSV0dir7oVYd8UMQO9V7Jw9hFg/dFSk5ruWsTzXo7C/Smk0meKQ5xVEiNk0hGcUrgL0phJAyKAAHnB6UHAXPam8kZpByOaAEyPwqK6C/Y7jn/lk/8A6Cak3dRUNz/x6XG7/nk//oJoAlzxjilBI9DTCcnhe1KuR1oAkzu6UvQge1M3elKCNwx6UAPVsYOKdkBqbn5Bml4J/CgB+cDPNOU5HH61GCMcE07JGDmgB4yc04crg0w5Az60qmgCVevFOzhgffmogaf94UgPLvEdq1rrVwh6Fsj6Gs+3JDLzXTeOoQuo29x2dMGuYhTYQM1y1EdlJm9bv8o5rXgyVGK5+zO7gmt21ICgVgzrRpAEKDRKPkpU6ACnsmVNIDNkHNLbRb7pQeamlTBqXTwPtsefWtaS1Mqjsie0U2t40bD5TXcaYVMKkGsK+sA7LKg6DtWvpgKRKtd1jhk7m7Ecips8VXiOO9TA5oMmLmiiikIKWkpaAFopKKACiijvQAUUvakpgFJilooAaaKU0UAGKSlo70ALRRRQAUlLSetIYxjUDjHFTMeaikPNUgOH+JXGjWy5+9KK89tlBbBr0D4kn/QLNe3miuDhGG/GuWrudlHY1ILdWAOTVxbCMiobXlavx59KwZ0oh+zCMdaVV9s1ZZd1CJzUsZGEyuMVUu0+QkVo7eDVO5HymgqxY0aZjC8Z7dK0+grA0uXZesnQGt05HWu6m7xPMrK0hRznmmsccUm4H1pCT2q0QJz3pCQBjnmgZxyaaeelMQvVcc005pp3/wB6l3ZoAM4BzUFwSbO4x/zyf/0E1Mx4qvcndZXG3j90/wD6CaAJycmjpTC2T0xxS496AH0oPHSmA84p2QTjNAEgPApQajHpmnD3oAkJ4pfTHWow24U4Hjnj3oAkBz9e9KPbpUYY/wD16cDQA/cM4p+7aOKizmnLyKAOf8bQKdMglxyj7T+PNcEDyG9RXovixPO8OXBUZ2ENXm8ThlZfQ1hUR00Walm3Ga27WTgVzdtIR+dbNtJwK5ZI7Is6KCQFKsBs1mQP0q+jcVJY6VNy9KjWFgdycMvNWBk0/ZgAgn396qnKz1Mqiujc0e/jvbcRPxIvFX1DwSYUcGubt0MU6zw8YOSK6iCUTIhPWvQTujhlHlL8JZlGauIDiq0JFWlOTTMWPApcUClpAJiilpDQISiiigBaM0maKAFzRmkpM0wHZoJ4puaCeKBhmjvSClxQIUUtAooAWigdKKQBSGlpKBjCKrvwatnpVWTrVIDg/iSCdPs29JRXDQHL5r0H4gwmbQo5QOYpRXAWy8DHcZrmq7nZR2Ne1ODWihBFZ1uuBmr0dc7N0ywqhjRtw3WlQCn7BnNIpMj71UuD1q6wxVG5HBpMtNFCFvKvom966YkcDtXJysRKrf3TXURncic9QOa6qDujhxC1uOY4IAppb5qOn4U3PNdBzBnLUhOD1xRknnim+uaAEJPpmk7jFKCc+lMzk+lADjkMc1Bcn/RLj/rk/wD6CamJPU1BckfZLj/rk/8A6CaAJGznmlUjPFNJJNKBjmgB2eaVTgUwEg5pQ2WoAl3Dg0AknmmHkcU7dlQKAHZ54p+CV5pm4HpSjJOCeKAHK3GKcDTM4OAOKe33ecfhQAoJp68DOelRK2R3/GpAAetAFXVbd7rSLmBerxnHvXk4DRTbD1zzXsIJVCT24FeceJdO+w6xKij5X+ZTWc0a03ZmfG2JMVq20gwKxo2OAT1BxV6B8YrlkjtidJbyDArUhfcBWBay5ArYtpMd6ySNUzTAG2ndvaoo2DCpQOKQOzJrSTypV3cpnmuht8MBIn3fauZ4A5rU0m98mXynOUNdNKpbRnPUhc6S3YsM1ejqhAw/CraSeldd0zhkrMtClpiNkU7NIkWkNGaKAEopaKYhKKM0hNAC0w9aCaTNAxc0HpSd6U9KAAGlBpuKBxQIkFKOaZmnqaQC0UlAoAWkpaKAGnpVaTrmrJqJ1+QiqTA57xRbef4XveM7QWFeT2TYXB7V7fe23n6Pcwf3o2Arw2MGGaWNv4XIrnqo6qL0N62OVq0h5rPt3woxVyBstzXO0dKL8Tdc1KRnpUK8dKlHSkMa9ULnkGrsnQ1nznFSyjKuT8wrp7c5toj7VzVwMmugtm/0eL/drpw5y4knPU03PNG4n8qaWPpXQjlF49aYevBp7egxmmH5fr3pgLn8KacHkUHmj5QKAEyfWobkn7JP/wBcn/8AQTT888Co7on7JPx/yyf/ANBNAEmCT0oOQMetISc/ePSkzk9c0AO7U7J64GaZmlHXrxQBJmlAqMZOeppwxQA8KR6U4Hg7sfWmDHc0N0wKAJB9zNLn8KZu6DsKUPntQBIDnvQDg5z0poPPFAPNAEgOMHn6Vz3iywM+nx3KAl4jgn2rfJNJLEtxBJC+CHXFKWqHF6nlQ5Uk9znirETdqk1KxksL54mBCj7ue9QRnBrkmjuhK6NS2kx3rWtpScVgQsc5rStpTkVg9DZHSQSDb1q5Gd3pWNBL0rSgYHBzimgZZKnPalUlCDQBnODQwwPWmLc6HTblrmLbn51rVgLYz/D2+tchaXLW86SLkYPI9a662lWWNSCMHmuylJNanHWhZ6F6NjUwOagQjFTJ0rU5mPooopCCg9KKDQA000mnGmmmAlJS45pcUAIKd2pO9L2oASjFFLQAgFOFApwpAFAooFAC0UUUAJio5OtSio35NNABUshHtXhmswfZtcuYzkfMSK91OVXPtXkXj20EGvrIBw65rOpsbUnqZVvJtArRikBIrIgOQKvxNiuZnatjXikyAKmyKoQy5NXI2y1Qxoc/Q1m3B5rQlO0HFZ04zzUlIzZjk10Fqf8ARovpiuduDg10Fqf9Firpw5zYkmPtQGOOmaaec80Y4+9XScgDG3nrSdB70hPGaQ8gHNAC9RTccZox83Wk5C8mgBQ2OtRXXNpP/wBcn/8AQTTsHGc1HcMxtJwf+eT/APoJoAdzmlPA96R+DxSdCCc0wHg8Z70KcCmnJ5FOAGM0AOBOetKR6Gm8badgAjFAAGOacTSH3oB/KkA4GlDYOKCRnApOhoAk4BBzS7sdutMbFKOcCgCTJ9KMnjHUmmFsHFOx8vXr3oAyvEGljULQyoMzxDP1FcHIDG5V+GHavUwdrDocD8/rXFeKNN+zXAuox+7k/Q1lOHU2pStozIhkOORir9vLg1jo+w88kHFXYZBx1rkkjti0b0EvI5rWt5cqK5qGXkela1rcAgc1CLN6JwFqTqM1Shk3VbVx0pti2Y7BJ4rTsNSMQEbVmE5Ax2pCTn0960pyszKpG6O0tbtZF61eSbjrXHWk8kG0nlTXRWcyyoOua7lqcLVjVEvFODA1V5xinIxFIgs5oNNBBFOxxQAmKMUtFMQmKSnEcU2gBKKDQKACloooAUdaWm06kAtApM0ooAWiiigBD0pg5NOJpF60IfQcRkEeoxXnXxKtwIrScDodpNeinoT3Fc14zsUvNDYf8tE+ZfrUz2HDRnk9p0BJ4NaCHisu3wo2578Vox9K5ZM9CGxdiOMVejbpVCM5Aq5HnFQyiWQ/Kaz52xmr7crVCcdaktGZPz8xrobc5tYvpXPTgkY7V0FucW8Y9q6cOcuKZJ0zSZ5pc5zTa6TkEopcY6mk4oARifSkJyMGkIJahjk570wEY8gCortj9kn/AOuT/wDoJqUc5zUN1zaz/wDXJ/8A0E0ASUuR3ppJ4zSEgk4oAeCaUMAMd6aKXoM96AHE/J704GmY6UE4oAeDjrTicrxUZOevFKOuQeKAHDIanEim9ehxSDAbmkA/PrThnHFR8Z2+vNOGRkE0APB/vc07PQdqYDgUKx9KAJDjJCnAxzUF7Zx6hZvbv3Hyk9qkBYnGKUMcE5GR2otdDTsea3VubaR4iOYzgk9/emxSfKORXW+JdKFzALyJQGQfOo7iuLJ2vjp3HtXNOFjrpzuasEueK0beQKRzWHBJg9a0IZRjFc7Vjoi7nQ29wOOa04JA4rmYpsEVq2lxjvUlNGzmjGRVeOTcevFWMccGmnYTWhr6XB9ttmGRuXtVuNLi2ccHaKydMu2s7tZV+4eCK7EILmNWUDB5rtpTujhqxsRwzF1GetTryadHaqv1FSBQh5xWqOcVRgVJmojKqntSGdSKdgJqWoVkBqQHikIdTTRmlPSgBp6U2ndqaaADNOFMpwoAUGjdSGkzQA8HNOFMFPFAC0hNLTTyaQCjmkoHpS0DEPf6VheJpQltEueGOP0rePTHsa5zxUD9jgcDPzUWuO9jya7gFrqskQztGWX3BqzC2QKteIrcAQXSdc7G+lUbduw6VyVI2Z20pXRpRjirUWfWqsJ6VcjwCKhmpMR8tUZx1rRABWqk4AzmoLRiXBIbpXQQEeRH64rBueZBW4vEYx6CunDnJiSTPoO9FJkbPem5GzOea6TlFbg0FgMYFMyTSk4FMALZbg0h4fnpTc4OaNxPUUAKTycVFcf8es//AFyf/wBBNPLEcVFcH/RJ/wDrk/8A6CaAH4II5zS9icYo29xRzj1oEAJxS7iDxikJ44pB160DJAepNBOabmloAdS+9MGacTQA7OaXIIx2qMZpw44oAfuG4Y9KQZyTSY9KdnAoAcMEUKcDikz7cUfQUAPB5oyOeKaDTieRSEKcH5cAqR8wPpXGeIdGNtKZ4VPksc/SuxHJPakeFbuJoZBkMMDPapkrouMmjzGIlSNx71aimw3tmnarYNZ3LAgqobjNU0bnpxXHNHdTkbcUwOKvRTHIwaw4pMcCr8U2AKzsbJnQ285wATWlHJla5uC46HPNatvcZABNAzUySBz0rptA1bEX2eU8r0rk45AR1qxG7xyCRTgitKUrMwqwujt5NTC5GRmqcmpBs4NNsoYtQtxIpyw+8B2qwNKUZJBrujJNHBJcrKQvJnOBVqDzm5NTx2gjHCVajUhcFcVQtxsStjmrK5wKan0qXHFSSJRmjFFACGkpTSYOaADFHSikNAATRSGnKKAHKKkxikUUtACE0DvQaB0NACe9LSA0tACHgE9sVzvimYLp8MeRuzmuiblCO1cj4ry0sBPQDBoA5i7hFxZSxHnK5H1rmbY4k2HqODXV5CsMiuXv4jbalKqjhhuHvWNRHTSlYvxsMDHrV6M5xmsiBzhPcVpRtkda52dZoLyvFVbhTtOalhfiib5lNQWjEmQBwa2l4QfSsq4A3VqL9wc9q6MOceK3FBBzSHrRyeg4pG6V1HMKd3YU3OOo5NKWA6Zpp9c/nQAuTjBFBGetHJpCeKADiorg/wCiT5/55P8A+gmnd8jmmXJzaT/9cn/9BNADwfmwQcUE84FISemaSgQ8AUlNzTgQehzQMcM4OMUg6/epOe/FKVAGeKAHE560cdqaPXtTs+ooAdQD6Ug5oPBwOtADtxx707PApgIHU80DjqevSgB5zjilzgU3cAMHOaU4A680AA607vTOMcHmncZGaBgTg1LE37xfrUPHenxH94uD3oEZWoWiXwlDL8w6Vxl7aPaS7WB4rumkAnce9UNTtEuYCxAyOlZTgmbU5WOQSXB4q5HJnHNVLiBoicikhfnBrmlE6oSubMUuO9XoLk8c1hxy+9WopwPrWLRsmdNbT5I5rTRwwAzzXNWtwOOa2rSYMQexoQ9GdBpGoGwuQCfkY8iuyjuo3VXBypFeeNg8gcVs6Negn7LI30NdVKfQ5K1K+p1wkXHalDgnpVIRuqjnPvUwB4BzXUtjh20LQNGaiUEd6eM0hjs0UYNFAgxRilA4pcUAMIppFSYpCtADAuaeoxSqOadigAoNJRQAU0tinHiom5NADhyc1JTFHFPFAxj8Jj3rnPFEBe1Eg6g10bEHisrW4y+mzYGSBmgEcFnJGfSsjXo8iC4Ucg7WrX4IBxUN5CJ7GVP4sZFKa0Lg9TChyF+nFXoGzVaKIhKswAAH1riZ3RehdhkAOKssu5M1Tjxuq8pBTFQaXsY94mCavxHdCDUF4oNSW5/cIK6MO9TmxJLnaMUZBXmkLck0hbGPSuo5EJQTikzjrRkDrQAv3qaCNtLkdqM/wnGaAEJ4HFRXA/0Wf/rk/wD6CakIweajuc/ZJ/8Ark/8jQA4nmjij60maBC0uTjkY+lIDkUqjK89qBij5QRgnNLgEc8UlGaAF9qVSemKSjnrQA7H4UZ29s03k0uaAHcBvWhju4x0ptOoAXPHI5o6tyOMUm3PNHNAC8ZxT+AeDmowOM+lABHzUASK2ecD6U9WzIucDmoc7vapIj+8VT3NAGbLxdOO4qK7b/RMirEsY86SQ9+Ko+ZiN0bpzRo0UtDInkiuI9pADCsieMxvkdK0bqPBJX8KiISSPafvVhKJrCdipDJjg1YEmORVSSMxNnrSpJvWsJROmMrmtBcYxWzY3GTya5hHIxg1ftbgqw5rNo0TOxgnzwSauxOVwVOGB61zVvdHGc1pwXWQKlNplNXR6BpGpC4iSKUgMB371sKMHn8K88trooBIjYK11Wk6st1FtkOH7Zrsp1L6HDVo21NwdcUoqLedwx0pwatzkSZJmjim7sc0BqBj80ZpueaXNAC8UvFN3UuaAF4ozSE0lAC0hoozigAJpoGaCfShaAHdKAcUhNNJoGIfvEiq92nnW0sY6lasCmDHmc9O9AHmkqGJ2TPIfBpARvUY4JwfpWhrsH2fU5FAwGORWWclhjtQxoY1sqsVAx3qsIdsh9K0m5TIHNVwSW6VzVI2OqnIhTIarSBmAqtKCrcVYiywHNYHSQXaYGc020YGPk9KnuV/dnNVbU/u5P8AerXD7mGIWhYzg8+tJncDxSkjmjgius4xGGaTjGDSk7qN2eAOlMBpOO1KeeD+dHPekNAgJBwPSork/wCizgf88n/kakxyD6VHdc2k56fum/8AQTQA4jnrQKCfakBz0FADs+tBwFPPNN7j36UqtucDigBVYYAJzS+tNYDfwc/SnMD8oHU9KAFDYXLCl5HXoaaSWXb6UDheTn0oAdnmg5zxSZwMngUE7ee1AxfbHNKCehFGSwJHQdTSH5cc5yM0wFDEAilHTAH60hPz470BgegJz0pALjA5P4Uu44HFJ8x9ODjFG7IGD70gHMckcYqW2BL7h0Wojjbn1qeFNkO4HrQBBLHnII461l3EQIPFbpjZlbjOOtUbm2ZV+71pjOYuoSeB0rLkjaNsg10lzbN83HTisC8DKScHFQ0NFOV8D5hmoM9xU7FWXBpkabwR+VZSRtCQ+J89asxvtOaplTG3PFShjwKwlE6VI2oJvl4NaMM2MZJrnIp9h69K1ILgMBzWbRomdDDchRgHg1rWl5tUMDgj0rmrZtxwTWnE23gUJtMclc7zSdXjuo/KdsSDvWqr9MHivOI5GRlKNtIOfrXV6VrK3CrHNhWAxz3rsp1L7nDVpW2OhLdBTlYVWXd1PTtUgOK30ZzWaJ+KM0wHilzSsIkGKKj3UocetAD8ijNNyBzmmlqLAPzTGY9KaW44puaLASA0u7FRZxSFqdgJC1IWqPJpwBPaiwDwTimEZNSBOM1GzBQcHJpDOY8WRf6ibHzHhjXLk57c12XihDNpu8D7rAZri88cHmgCZHxEQRyOapNMVfORirCZPBPJ4rGu5BDdMhbvisqiN6TNN33DJqaDkjms2GYSDrVlJyhx1rlZ3RRauP8AVtzVO0x8w7HmnyXAeB+Oajs2BViK0w+5jX2LPU9M5pp6HtTh0GeKaNpznJrsOBCg5HNJ60fSg9OKABuRSZyuB96nYytNxhs0AL/DyOahuDutJwx48p//AEE1Lu684qC5/wCPWfjP7p/5GgDyX/ha2u/8+mnf9+3/APi6T/hauu/8+unj6Rv/APF1w1FTco7o/FbXMACz00Y4JETjP1+egfFbXRnFppwB7CN//i64WikB3P8AwtXXsHbbacpIxkRPx+b0kfxV8QJw0di4xjmJh+OQwrh6KdwO5PxW17GFttPU7cBhE+R7/e601fin4g+YPFYyA9AYmG0+owwriKKQHcyfFbxC4OI7BCTnIhJ/mxxQnxV15c77fT5M/wB+Fv6MM/jXDUUAdu/xU8QMcrFYIcY4hJ/HljTl+K2vqhDW+nsxPzOYmDN7HDDNcNRTuwO3b4qeImk3bbIDsvkkgfmc04fFbX8NmDTyWbOfKYY+mGrhqKLsDuH+KviFpC6x2EecfdhJwR3yWJp//C19d24+yadzzny3/wDi64SikB26fFXxErq22ybHYwnn8jmrSfGDxAkaoLLTCF6Zjk/+Lrz6igDv4/jD4mjIzHp7KCTsMBAPGOzCvVpNcng8MaPfrYrdajqUMLx2kDeWWLqCzDOTtBIHPFfNVfRFnpz6zbfC+3+0vAZtMnimeMfM0IVAUB/hJHG4cimmBqW/h7xU00Ul6LCe3kO1oVi8hoAed2Sfnx0465rP1LSwsjeZGVK8Z/i/Ct3xBZabo9zPr8mq6mr2wCzrCPOUxDChArHC/wAOWHPB9ap6rDfwykPIkgKh1l7FT0IPeqQHFXdgUJIqpHDs61r3jXG7nBH0qisZmZuxX1qGi0TDTxdQnawDAVlYe3mMc3DA1sWqssoO/B9qn1HRHvrYzwN+8Tlhj71Zyjc1jOzMHeVJ54NW7eY5ABrMGQWWQEMvBB7VZt2AYEGudqx0KR0ltKcAZ5rXt5OOTmuctZw2B3rYt5cLjvWTNdzXVwSKsq4UBhkH1FZiScZq3BJkc002gcU9zodP1ua2AV33r7109pdw3MQaFgSeoNefxvz6Vatb2S1lWSJiBnkV0wq6GFWirXR32Djil2nFV9P1KK+tw6jLAfMKuAkds5/SuiLujz2rEWDnFGGB6VKcDnbQCzdFoER/MeMU0q2am+f+7QfM/u0wuQiNiaf5RxyacFc5ycY7UoUnncT9KAG+Vx1pPKUd6eBnqR+Bp23AyBkUXAiAAPSnZI7UrOqjJwB6Vlaj4m0jSRuvL+FPYmk2Oxp4ZuKb5IHc57AVwmofFnSogw0+Frph+ArkNQ+IGvamrGKQWkZPRRz+dRzhY9Q8RXUA057eR180/MI88muGUZHTHtXH6ZeTtrEUlzcSSM+Rl2JrsOTVp3BioR5gBrmdWdTqTrnndXTJ/rFz0rktSAm1eQj+/UVNjairs0LQFVyXrRTay5zmq1lCJFwelaKwKi4FcTep6ESjMhCsAetSWAIV6knQAZpLQlRIK1oOzMq/wlgHA5pMgGjnjvSHr6V2nnIVRnk8UZAyPSkY5xSggUAJjPSg0bvSg5FADSue9MuDi0n/AOuT/wAjUgwaZdHFpPj/AJ5N/I0AfNFFFFQUFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV7BaeIF01PCDWlzJPBpUEVxIyHEu6RVMsOTxtwoA/nXj9dzYEf2fafNg+Ugxt46Dmpk7AeiarH4y8UqfJl0680SdzMrxyrH5qZzsdWIOFPXHUrxV7UPG2nSfZbaSRbuS1hWGS4jUrG7r3APOK81IUEZDHaMDbwAKMZOAWwnAXtU8w7HcS63pFyWKzqGPPPrWHq2siwVTaBJi3XmuQuiBMTgYPpUDHuozj3ouyrm4PGEsb5ltD/wABNaVn8QraHloJFPfmuPbEgwRVd7YIMmq5roLHa3/iDSNWmR7ZGjmP3h60sbAdOlcZb/upFYHvXXWjh4VPXisZK5vTehft5jHIDmukgmDQBxXJqR1PUVv2kiizTnrWUkdMWbUEm4VbiPzYFZEE+1gM1pRS4YHtWZoX87etIsmeQeKhlkVlrK+2BbkoXxjtQCXc6mx1SSxlE0ZwM/MuetdfF4n0zyFlnuo4WPVW4rzOK6WRc4UnufSs7XLVNQ0+Rgu5153DtW9Oo0c1einqj19/FeiKOdRg/OqzeNvDw4Opx8egNfOqsgUIyfMDg8U4lV+6uB9a25zhlGzPoKX4g+G4k51JT9Eb/Cs+f4qeGoTxcO/0Q/4V4lHOmMYGaeHQnsKOcfKeuS/GDRV4ggnk+gx/Os64+MpyRbaTK3u7DFebFARkbaiMRHOaXOHKdzP8WtdmJENraQD/AGgSf51kXnjnxRe5zqflKe0YrmSpzTg5XqaOcdkXZdW1i5J8/V7tgeo3ACq3lRs299zP/e3ZP60nmhuM0oYetJyuPQFKq/y8CrCE4zjjuaq8c1NC/RT0qXcNCZZNk0UoH3GB/DPNd1FKJEVgcggH864UoGR0Hfoa6/SpPM0uInqAB+XFbU3dEtF7JG71AP8AKuLinMuoOevWuzK4Rj3ZT/KvP7SQpqVwh6hyKKhrh9zrtObBxjmtpQNvIrDsHBINbSkbCc1yNHbErXOMcCq1oSJHU96nlwe9V4fkuM+tVS0ZFZXiW+A2QaQkZ9adgUhAruPOtYM460h557UcDpzRgnHNAAMUZ9aCcdKTr0oEHA/Go7jm1nH/AEyb+RqQccmo7n/j1nP/AEyb+RoA+aqKKKgoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArubDZ/Z9sSy/6lR19hRRUTAsjYBww/wC+qRtmwjcMZz96iisxlWWJXbdlfzFVliUb8kfnRRTQELMqnqPzqtNKzLgEYoopopEe/C9vzrqNJm3WqElc/WiiiRpDc0NwJIBXn/aFbFjJG9rtLrlP9oUUVizqRaWVFx86f99CtG3nQ4JkT/vsUUVkzWJeaWMhQJI/++xXH+KJjYXkNwki7GOGAYGiimUyxpOqrMqkuoJ9SK6aExOvMkeGGCN46UUUIjocDr1qNP1RlV12vyuGBxWd5y5xuH50UVtE86ruHmY5DL+YpoumU8sPzFFFUQWYr4D+IfnVpLxHXllz9RRRSZQ8Mj9GX/voUx1HZ1/MUUUhEZAx99fzFIMY++v/AH0KKKAHh1/vL/30KkSRAwG5f++hRRQMs+bHjG5eP9oV0+hXMT2Gzeg2njLCiitKe5EjVWRCwHmx9MffFeczTLBr92Cy480nqPWiirq7GlHc6ewukKA+Yn/fQrcW4j8r/WJ0/viiiuU9BFZ7iP8A56J/32KjMyFwRIn/AH0KKKF8QS+EuCZCP9bHn/fFOMke3/Wx/wDfYooruR5ctxPMQdJY/wDvsUm+PBPmx5/3xRRTEHmIDxJH/wB9ikDoP+Wkf/fYoooAVpE2/wCsj6/3xUdy6fZJwJI/9U38Y9DRRSA//9k=", "path": "001062.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.
001063
Men Tshirts
{ "bytes": 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", "path": "001063.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.
001064
Men Tshirts
{ "bytes": 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", "path": "001064.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.
001065
Men Tshirts
{ "bytes": 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", "path": "001065.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.
001066
Men Tshirts
{ "bytes": 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", "path": "001066.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.
001067
Men Tshirts
{ "bytes": 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", "path": "001067.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.
001068
Men Tshirts
{ "bytes": 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DRYCLVP8Aj0lHcqRXz/ewpFeSFf7x/nXtra/Y30whjlG8nAHr+NeZeK9O/s/V5VVR5cv71PxPP61dPR2IqLQ9p+EMhf4f2qH/AJZzSp/49n+td5Xm/wAGLjzPB08OCPJvHHTsQp/xr0iuk5GFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJXnHjjRFvJrkbQXuQoUntx/8AWr0esDxJZmaGOcAnZwcdvQ1nUV0a0ZWlbucloNktjo9taYHyLg49e9V9S8PRXxk3xiRXGME9PpWjbvjitCKQY6Vz3szqSvocrb+G4bK3ijih8pYwedxJYnua27lj/ZRj9V21NeS5ZUHc1Xu1ZYB6UN3dy0uhyt54ca5RTBPcQMHyWifG4elaWm6ZNA7B3kaHAwJDkj8a3rRQIQT3FE7qAcYoctLEuOtzg9X0R9R8Y7wCI0t1dj79K9r0a3a10azgkJLxwqpJ69K5XQrJL7UCzxhkHLH2Hb867muimupzVZKyiLRRRWhgeXfFDTZNTuURiDClsWUEdGyeQa5nwBYtDoMvmKQ0kp6+g4r1HxhaefYpIFBIyhz78/0rk7XbHlVXYM5xXNO6bOunZxTMbU7OeFzHbRQIpB+aRMjPYVz0GgzyqJ7m3tFnL42QArx6nBxXpSxxyj5sGop4IIYywVR+FQpaWNLa3K+nfudECjcGCHqckV51qGh3JZ7oRG7bcD5ckrZIPevRHOy0YetRWdvFNH86gihOzG46HJWGniZltbnT7ZCUBzDzg+hNZvi3S3udfsYYlJZ4cH6AmvRjbQwAlFAqrZ6dHqOtxf8APXaY1PoD1/lVReuhEkup3nhJ538Laf8AajmURBT9BwP0xW3UUEKW0CQxjCIoUD2FS10rY45NNtoXtXkHxks57xrfAJjggMi+x3YPH0x+VevZrlvG1ms+mxzeXvKtsYeqnqP0qal+XQulbmsziLfT1/sGzDRK7QwLhSM84rnp9OvL69iinttP+zsPnZkw0f4jrXb2pUxKo6AACrRtISNxQZ+lc6dmddro5rwvZDT72VNm1CDtIzg/hUfivTF1K73bA5VRgMTgc+lbyKBdMVGAvFRHa90dwzk1JdupxOn2t/ZmZPsNgkafcIX5pPSuk0+yTAuzAInZcMMYroVs7faCY1z9KgudqJgcU5Mi1keUQaLJeeMbqIQ744pjIw7EZzX0N4Yubm68P20t3jzsFSR3wSBXAaVp0TahLPGuJp228d+wr06wtFsrKK3XkIoGfU962p3buYVeVRt1LdFFFbHOFFFFAHK/EFJJfCF1BGSPOZY2I9Cf/wBVedeCLDf4buoZV+9cMCPXGK9h1S2W806aBhnK5H1HI/lXCaVFHBFIka7d0jOw9z1rGpdM6KVnE5PWLCMwymDRI5/KOOG2MfcY5qXQ7CexvbZmWWJZACY/NLbc9jXatYQzfMyDNQS20cLKEXHOayb0N0tSLxLAbuwSFXddzchG25/GuEOlXOnzQyWmlW1yZGIZpZCSnuQa9BvCGKA9hUkVjbyoC8YJoi1fUco6WOcsbY3rkTW0atG3DIOD7g1z3xAsXlu9OMSZZyYv1FekGGOFMIoH0rHurWG8uoRMgYRsWH1xj+tEXqTJX0LHw4sLrSJTZsQIXiMjIP72RzXpNYPh6zRImuQOWARfoP8A6/8AKt6uiCfLqctVpy0CiiirMwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACmOiyIUdQykYIPen0UAef6lDFa6rPBECqK3Az04zSGUrESOtV/E0pg164k/h3AH8hUcNykkWQeorlnudkG7FK9Mt/wAJJt2n5WjbkGq0h1KeIq9y6qp/hTBP1NaVxYQTHzdg3Y6jiqaWaynaHnGP9s1B0K1tzQs77dGsZUg9OafMS7hF5JIFVo4IrQ/KDu6kkk1e0ALe+ILeLqEzI34cj9cU4K7MZysjttL02PTbURKdznl3xjJq/RRXWlY4W7hRRRTAhubeO6t3hlGUcYNed6nYS6XftE5DKRuRh3FelVwHjmYxatAT93yhn25NZ1ErXNKbd7FWGT5cmqOqagFgIi2vIOQh70+CUOmR0NUrmCcSeZEUZT/C69PxrlO2Lb0IW8QK9r5f2Obz8cxgdD9emK0NLuxJZqzAI7clc5x7Vk/vlkYi3iLHg/Of5YqS1tpgxd1jjBPQEk02XJOOrNa5lIHWun8I6O0EX2+cYeUZRc9Ae9ceQ13cxW8fLyuI1HuTXq8MSwwxxL91FCj6AYralHqclafQlooorc5gqre2qXtpJA/RxjPoexq1RQCdjzJ7eewumtp1w6n8x2NWHuFiiJZgBjvU3i2ZI/ECrjBMK5Pvk1mTgzW+Fxvxhc8iuOejsd9OTtczItfNtcyrNCzR5ysiDIP1qS11CW4vwXgEMR+ZSzfN+VU5PtW0q1rA2D0DFf1Ip6m5l2qbSJSO4kJx+lI6HGVrnT+cGTINZ13ISMCiEmKIg4BPYU6xC3Ot2Vued8y5+g5/pQldmEpaHWeHNCa1RLi5Qq4GVQ9j6mumoorrjFRVkcMpOTuwoooqiQooooASuJ1WxfT79mCnyJOUbHH0rt6yfEMYfRpm/wCeeH/I1E43RcJcrOeilwAc8VlajqsVrfR+YpZG4yvO0+9To++IjPB71mSRSpM2bZXB6MHxx+VcvU7ou+hJc6vFPIot4HkBwGYcKPzrbglHkqM54rno93lbVtH6/wATirlnHMhBkAQA8fNmhlO63NC4kIB5o0bTpdQunYZCIQGf0qncTDBJPFdT4QwdGaUDmSVjn8hWlON3qc9WbSujdhiSCFYoxhFGAKkoorpOQKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooASuB1j4r6JpF28BgubhUJDSRBdpI64yea1fG2vR6NoU0SSgXlypSJR1A6FvwH614ta6VbapqMf2k5jhBby/7/oD7V10aCdKVWotEZuTc1GJ6PdXEWuRPfxo6x3IEiK4+YAjjNc0bySwk8uXO3PDV1dmmIEXA4GKo6npcdwp+XrXkt63PQS0sQ2WpJKoG7irf2qFQWQjI4rlZNKurVibdzj061GIdTeQLvIXvxS0L1NS91bMuxFLMTjArqvAtuw1CaWTl/K/LJFc9pejCEedJ80h/iPNR3/iC68OajZS2z/eZvMjPSRRjINbUYOpNRiY1XaDbPZKKrWN5FqFjBdwHMUyB1PsRVmtmraM5goopjMqKWYhVAySTgCgB3ArgPGkQudTKf3YVH6muS8Wane65rEq2V26IJfLiw5ChBxnj861NLgaGzSJpZJmUYLyMWZvxNYVJpqwYWp7RtpaIxLa9a0laCUnI6Z71r296jrgkGqus6P56l1HPWubWS80+X94rMnqKx06naro7A20fmeb7881WvruKEcOABXPnxA6kEJI2RjGKILe41e43Ou2Lv6mjQbl2Ol8If6f4qtH5McbMw9yFJr1+vL/ChtNL1yDzpEhQqyKWOAWPAGfzr0+uml8Jy1PisLRRRWhmJSbgO4qpqV2thYS3DY+VeAe57CvLdUudTvLhDFdyoXJ3PvIx+VceIxkaM4wtds68Ng5V4uV7JGr42VptWleP70aqB+Wf61hWmpBlVSeR1zWraws9oqyySStjBeRtzN7k1zWrabLBMZITg+1Zyld8xtGKS5TfkjS5jwhxnvUsMCwxnc2SPWuWt9amtowsqMG6dM059fe4j8tIpC+MdMUc0bFcsjXu75IgQXGevWtTwRA1x4giuJAflVmAPbjH9a5jT9KluJBPcZOOgrt/CbwW2sFZXVC8ZRM9zkcVdNq6MqifKzv6KKK7ThCiiigAooooATHNUNbG7RbwesRqv4l1ddC8P3mokbmij+RT3c8L+pr540/Wta1nx5pzXd/d3CtJ5sgaQ7QADnjoB04pP4WwT95I9Ct71oJGhkPI6Z7itOKdJUAPWsrV9OaVBJHkMOhFYttqk9nLtuARj+LHFce52rQ7GG2EbFixwfemXVwkf8QwK55vE8Cg5ckEcYFUzLdavLiBGWMnlj3osNvsaj3BvLkQxsSOrEdhXpfhmMR6JEB3Zj+tcFY6atjbhQMseWPqa1PDPjEf8JM/hi4gVQEDwTKfvEjcQR+ePpW1LVmFbSJ6FRRRW5gFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACUVS1LVbLSrU3F7OkUY6ZPLewHevPta+KWVaLSbcqTx50w5/Bf8AGtqWHqVfgRMpqO56HfalZ6bB595cxwx+rtjP09a4nWvifa24aPS4fPf/AJ6y5VR+HU/pXmV/ql5qM7TXdxJNKf4nbP5elUixNerRy2Edajv+RhKs3sXNX1q81e7e9u5TJKwx6AAdgOwqHTrsQXUc+eAcN9KrYyCD2OKqqzW8pB5Q9RXfKlFw5LaPQyi2nfqex6fKssCupBUjIIq7JEHTpXn/AIa137E4tblsQN9xyfuH0PtXoMMgkjBBzXymKwsqE+V7dD16VVVI3RntAAxqL7MGkAA71oyqueaaigHIrlsakbqsceK8/wDFT+bqMA/55qx/PArsNW1S2skPmygNjhByT+Fec6pqQurlpMYzwq+1epl+Fm6iqNaI5cTVSjy9Weu/DnWoJ9Ej0ySRVuLc4RS3Lqcnj6f4V3JIHWvmqK1upCjM/kqOdxOG/AV0114r1eWwjs5NQmeNF2kggM/+8w5NPGQpxm3GV2+h531qMFZ7nqOs+LtJ0YMstwJbgdIIfmYn37D8a8617xtfa1G9sqrb2+QSikksPRm7/SuWZySTklj3pmcMMd+DXC22cdXFTnpsi0ku1sg/OpyK7PTJFmtkdTwRXCb8MrMPqa6Lw7eiOQ2zHhuU/qKykrm+XV+SpyPZ/mdRJHuQisi4sFdiGXINbKsGFRypms2j3znX0eEHIjGfpWraWa28IwoFTiLL5NOnbamBQkM5bxDKEaNBzlua9Q8E6i2p+FbWWVy8seYnY9yp4/TFeQ67L5l4QMnaNox3Jq/4dk13TJEltrhrOM8usnIce6f14qvawoq83ZHl3qVcS1Ti5dND3HoKzL/XrHTwRJKGkH8Ccn/61cbf+Ir+9XaZvLQjBWL5c/1rILE9TXl4nOktKS+bPoMPlDetV/JGjq+tS6rcFm+SNOEjzkD3+tUAehBqI8HJGc8U3cI+gO0/pXhyxFSc/aSep7cMPCMPZxWht2uCg29MUl3aCVDxms+1vPJb1Q+natqORZkypBBr6PC4mFaGm/VHh4nDzoy12OcfSY3bDpT49LghI2pzW3JHzkUxYsvkiuhRRg5NoZHEEi6YrKupCt2ir3yc+lbU52risOcgTPI3YbRXNjaihSfmdGDpudReR6V4fvnv9IhlkO6QfK59SO/8q1q8q0nXLvSjuhYGJmy0bdG/wru9J8R2Wp4jBMMx/wCWbnk/T1rbBY+nVioSfvL8TkxmBqUpOSXu/kbdFFRySJDG0kjqiKMlmOAB7mvTOAfTHdY0LuwVVGSScACuF174oaTppeGwBvpx/Ep2xg/73f8AD868r8QeN9Y18sLm6IgzxBH8qD8O/wCOaaRnKolsdn8S/G1le2LaJp0iXALB55kOVGDwoPf3NcN4Ruo4NZWNyoEn3WPqO1c+ZS2QTk5pkcjIQVYgg5UjqDTlFONjONRqfMe9rGJYRnnIrIvNJR3JKcVS8G+J11a2+y3BAvIhz/00H94f1rrXQMtcUoNOzPUhNSV0cxF4ftN28oK1bS1jiO1EAAq1swMYqWFAoJ70kimyKdQsZry/VNVa08arfWx/eWrIRjuy9v6V3viTWItJ0uWdiC+Nsa/3m7V4z9pZ5zMzbpGYsxPrXRRjrc48VPTlR9Y20yXNtFNGQUkQMCDkYIqevnXwr8RNS8NFoQou7EtkwOxBX12Ht9OlexeHPHeieJFCW1yIrrvbTkK/4dm/CtWrGUZpnUUUUUiwooooAKKKKACiiigAooooAKKKKAErlvEvjC20ZJLa2KzXw42Z+WPPdv8ACrfinxFD4d0xpiQ1zICsMZ7n1PsK8MuL2a6lmmlkLySuWdieSTXfgsJ7V809vzMqlTl0Ra1PVrvU7pp7qd5pT3Y9PYDsKy2z1p6kdTSkZr3YxUFZHMQinAU7bijApgR4AbOevFJJEJE96ey5GOh7GkBl7Ig+pppiGxbgu0jIFaWmeI77TZ1FtMXhDfPG/KY7geh+lZbQNICJJCV7qvA/H1oIWJcbeB6dqidONRcs1dFRbi7o9a0jVIdasvtMaFMMVKk5wRXAeLfGNzPLcadYloIUfZ50bEOxHXnsKND1oafZ6gqkr5kW9QfUcf1FcmkLXc4Cgs7sQB/WvKpYKEKs3JaLb8/wOupXbprX1F0m9vL6WWzdWluF5D/3l9T/AI10NtpsNn+8kIln/vHov0H9aLWCHT4vLixub/WPjlv/AKwqbJZq48TjZy9yD938zyK1a7tHYHcnJ6k1CWJJqw6DFQlOMiuA5bjB1NKRuBGaMU4UAKuHXnv1HoaTzRZYkeUIoOVJODn2pjxFicO6g9QrYzVd7KNZPOUZbuWJJx6c0rDVtzrdJ8UROmLz5W6KwHLD3HaulikjuoElibcjjINeeRxRyr82FP8Ae4H8+p9q6fwzcP8AZTA7H92eB7Gpkj2cDjJzmqczoFixWZd3SSTG3hdWkxuODkKPU1T8Ta1Jbqmm2Jze3I2jH8APf61Hp1lHplklrH8zYzI/d27k1xYzFLDwv1ex7OGpPE1XCOy3f6IkhsoLZi6rulPWRuT+HpUh9ad1pD96vlqtWdWXNN3Z9HQo06MeWCshtA64pSOcUgGD9axOgUjIoADjB69xS0xiVYNtJHQ4ppiAwrng4+lSwSyW+WD4A5Oen41GXkP3Y1Hux/wqIQszkyyNIOyngD8K0hNwfNF2ZMkprllsbUF/FOmWOw+/Q/SriL6VzQYCTAJOOoPpXQ2cwe0Viei4NfQYDGSqtxnukePjMJGklKGzMzWLiSKIrE6pIRwzDIH4Vzdtey30G2Vk8+NijhOBn1x6Ec1qXrG5u2Zvur/Oqq2Sx3LXEeBI4AfI4bHT8a83GYlVZvstv68z08JQVOkr7snxt2r/AHRilGQeKdt5yfypQK8+502Nmw8U6lZKELiaMDhZcnH49a5HxTe+JtXLNNcie1HIht/lA/4D3/WtfFJtxXpYbNa1HS915nmYnK6NbpZ+R5ZNKfLY96jH3R9K7jXfDkeoxyT2oEd3jJHRZD7+h964ho3iJjlVkkThlYYINfU4TGU8TDmh80fK4rB1MNPlnt0ZE4w4I78U0nYxIyVPI9qmcArz0pitn7w5HX/Guo5SxZ3stncx3Vs5SWNtysO3/wBavY/Dfiez122RVkWO8A+eAnnPqvqK8TKDOVo3vGwMZ/eA5XBwR757VE4KRrSquD0PodkbPtVe8vLfT7R7m6lWKJOrMf0HqfauV8E+MY72K30m9Wb7THExNxK4YPt5Oe/T+VcD458Zvr2pJ9kjKWVozBPWQHgsfy4rBU3ezO11ly3RP4q8QNrd/wCYAyWseREjdfcn3Nc6vc+vakMolxtO5TzmpFAzk9BXTFJKyPPk23di91HfrSo5VgynBHSmj5mz69qcoBFMR23h74k69opSNpvttqODBckkgf7L9R9DmvT9F+KHh/Vgsc8rWE542z/dz7MOPzxXz4B6c0tJpFKTR9bo6yIHRgysMgg5BFOzXz34P+Id/wCG1+yy5urHtC7YKf7p7fTpXumj6ta65pUGoWb7oZlyM9VPcH3FS1Y2jNSNGiiikUFFFFABRRRQAgpkkqRRNJIwVEBZmPYDqafXHfEbVTp3hpoEbEl23l/8B6t/QfjVU4OpNRXUUnZXPMfFOuy69rctyc+UDshU/wAKDp+fX8awM/vDnoR+tKzEnNNAz9a+opwVOKijjbvqyTrCfWnRPvjVvUVHG4MX40lo3ysnoxqxFgjmm49Kd360UCG9aKX+VB4oGJ9OaYygkZFPpjHApoChcA+YU9B/OtTT7dbW3EhGJJBx7L/9eqIQXOoRwjOHbLH0Uda2m+ZienpivIzOvyx9nHrv6GFedlYYQW7YqRDlc/nSheOaQnaT6H+deGcQTttiDejA0gGCR27U2fm3I7nA/WpiBgc0CZARtPsaUdakIyMU3GDQIOgppH5U6koGPiICtn+H+VaOm3y2M7SMflMZ/EjkVnwgGTaejDFRJG812lp/FuwPx6Una2ppQco1E4bmtotu9xcTavc/NNMxEeew7/4VsScfN14zTVRYo0ijGEQBVH0p2flVvSvj8ZiHWqt9P0P0rL8N9XoqPXr5vqOU5HFB+/8Al/Wo4ztkKeh4+nUVIRlz+H9a4zue4N1FKRyKDyD9aWkCExRS0nepAKSl70UwEIBPvViK48q0mUnB7fjUGMioJTnj8PrW9CrKlO8ezJnTVRcshgGf51KBSKuO+TT6xZq2NIoxTsUmKBABS4zR0pM80ARuK53xNpq3Vo13Gg8+EZcgcunv9K6STq3tUSqBncMg8YPcelduDryoVFKJyYuhGvScZHlpFN24Occ1pavYf2fqUsC/czuj/wB09P8AD8Ko4r7iE1OKlHZnw84OEnGW6IDuOQoCj1NEA2NlgW5y3qatRwSzvshieRj/AAopJ/Ste18Ha7cBmGnui46ysEz+dNyS3YRhKXwoxhetY3LT2+V+VlHGOGUg/wA6ySrOiqQBlccVd1CCa1uXtZ42SZG2FT2NCRDOfSjfYd2tGQwwG1Gw5aPOQe6+30qcAEcH5f51MRmkIxTJeupGq/NQnTmn4xn2qMcDFAiYYpDycd6F4XNM3bY2Y+lADGPvXZfDvxpL4b1UW9y5bT7hv3q5+4f7w+n8q4vBKKO5OKYGKvuHY0FLQ+wEkWSNZEYMjAFWByCD3qSvNPhF4nOqaPJo9w+64sgDET1MR7fgePoRXpVZs3Turi0UUUDCiiigBK8i+Kl95utW9oD8tvDkj/aY5/kBXrFxcR21vJPK4SKNSzMewHWvn3xFqf8Aa2t3V5yFlkJUHqF7fpiu/LqfNV5uxjWeljGzzimF8Ej1/nSuPSo5Mlcj7wr3jnFjkB3Y4J5P1p1u+GY+rGqCyeXdBc/K4yP8/nVmBuB+dF7jZohs0tRKSalHNBIUpHalHWkxQMSmt0OadTT0pgLpcWWmuCMEIFXPucn+VXwKSCMQ6fEmPmb52/p+lKOT0r5bHVPaV5Nen3HDWleQ/IqCYgKeee1SkegqlesUhJHVTkfhXKZIl8wOY8dOGqYydP5VlQXBFw452L7fkKupKX5IGKAaaLCtk07jrjmo1b9akA4oJAjtSH6U4+9MPXFACElSD6Vc0hGm1l5iPlhjJz/tHgf1qi3FbmhxFLKSRvvSPjP0/wD11x4+p7OhJ99D1Mmo+1xkU9lr93/BNEnmkzg7T0b+dKAckAc+lBAlUjPzDvXxzP0laELPtdX7j5T/AE/rVpGDMxHTj+VUpRvVs8Ho3sexp1lKWQ7uG3EEehFNbFSjoXR1pcUxTUgqWZjTRTiKbSsAlFSRxPM21R+PpWrb6dGq5b5j6mu3C4GrX1Wi7nPWxUKWj3MhAx6DP4VAUZZiGQqDyM+ta91NHbfKY3LHgBEJJ/KqOLi4cGSLyVHRWOWP5dK9CWVKMHaV5HNDH3lqrIhAAopT8rFe4NFeJJNNp7npp3V0NpKcaaaQwpFP7wCkNNjOJRVJCYPzx/eamtgnA7Ubvm9+lNJHX1/lVolrQ5rxbBlLW4HUFoz/ADH9aseCPCiaxM17fITZxnCoePNbv+ArVutIOtfZ7QZCCYNIwPIUA5x/Ku6s7WO0tY4IIxHGihVVRwAK+rwFZ/Vor1Pl8ZQX1mUntoOS3tLGMR2tvHGoH3Y1AprbpBnhRUxjPIHeq1xaTzL5cdy0GerKoJx7Z4rd3Foc54n0XSrvTZpLiGMXKoWjm/jU+x7/AEryJBwPzr3OSHStER5pXQM335rh9zN+J/kOK8Z1ie0n1m7lsFC2zSEoAOMe3tnNdFBvVHJi4p2kirSGjrSnpXQcIxujfSowM4FSN0qLJFADpGwMCoZ3xAAD1pWbmoZmyo54zSuNIlByw9AuajPXFKjZ6+oFB5NAzrPhvqjaV420992I5n8iT/dbj+eD+FfTHevkfS5TBqVtKv3klVh+BBr64FJmlN7i0UUVJoFFFRySLFGzudqqCxJ7AUAcj8RdX/s7w6bZCvm3h8vnsvUn+Q/GvE5CWOT+FdF4y8Qf2/rbzRMfs0Y2QhuPl9fxPNc6R9K+hwVH2VJX3ZyTlzSuR5yvJxTG45pzfKSPUVG7YHtXYSULz5fnTqh3jH60+0mEkSspyDUcz/Nz06VW00eUrJnIDtj25rJu0yuhvIwxU6tVON+KnVq1ILQxmlIxUQkp27imIRuD1p1ugluFQ9By30FQu/YGr8MPl2asABK4yxPXHauXGYj2NJvq9ETUnyRuSPIXcmgZz1qJDzzwamUV8see3cdkd6pXrL5bA85HerUj4U1iX0+QcGgIq7K9pMC7oTyCP5VqRNwK5u1ZhfSMBwQMmt6F+BzQzWpEvqamWq0ZJOKsKM4/z6UGNiTGR05xTGGOakUcfrQ4AFAFc5wcde1dNZReVp8CHrsyfx5rAtbc3V0sQOM9WzgAdzXVEAn5enbBrxM4qpRjT+Z9Vw1h3zyrNabfqxg+f2deh9aUjd8w4aggZ96d7184z7FEMoz82MMP1qmjhZnXOOQfzq3M3FY11ceVdxjP3wentVwV9DVbG4jgj3qZTWfby5UZq4r1NjNomFPjiMjY6Cn29rJNgkbU9e5rVgtVQDivVwWXup79RadjzMVjFD3YPUS2gEagAVZY7VpQNoqNz+NfQRioqyPHbbd2UbmUqwIBJrLZ9RvJB5VuIIAeZZzyfoo/ritqV1VDleazJp7qVWWJUjQcb37/AEAoaNIvUqyRmJ9pfd3zQDUMfm8+cwZwcZAwKmA+tfIYnldWXLtc+jpXUFzAaYTTzUbVgjQaTULvsIP40rvtFUZ5C7rGuMsefYVrBCersieKQvlj93+dTgHOSeTTY1Cr05A6+lO5J57/AMqaHI2vD0W6aV/7oArpVAArC8OD/R52Hdh/WtzJIwK+nwMbUInzeLd60gY45qtOzspCsQSMAjtT3dYwSTXI+LfF8WhWXyqGuZMiGPPLH/D3rss2c10lqWtVvtH8P25nvJEMjjGZTveT2Gf5DivGpHR7iR4o/LRnYqn90E8Co53utSvWvtQnM1w/c9FHoB2FLyGrppw5ThrVvaOyJkFPIpIyDT2HFanMQN0qJqlfioGOKTGRtUErYUipJH71VkOePU0iieBsqueuM/nU31pkSqqg4yfSnE889aAL+jwG41a0hAyZJkXH1YCvrWvmHwDHFJ400nz2Cxi4UkseMjkD88V9PUSLp9RaKKKk0ErE8WXLWfhbUJlOG8ooD6bvl/rW3WR4hkUaW0LAETEKQe46miLUWpPoHLzaI+e5gN5I/KowdwODz6Gu31jwctwGm09gj9fKY8H6HtXF3VrPaTGG5iaORexGCK+jw2MpVl7r17dTmqUZ0/iIXPHuKpyvxjNTu7AY+99OtUJpBng810t2IRE+6RiEVmPXCjJwKZZW5Vix/iJY1638OPCs0XhfWNXuY9pvbR4bZSPm2bTlvoTjH0ry2AYRfpXJTqqpUkl0Lasi2p6Afyqbp3qKLklqk612IzJk65Jp7vgVHGMgGkY7nximBJDEZ5kjHV2Cj8TivQL/AMPxzwKLbCSRqFA7MBXJ+Hbb7TrdsMZVG8xvovP88V6QnWvn84q+/GC6anXh6EakGprQ83uYZrWcxTIUZeoNCOCMd/Q16FfabbajFsnTn+Fh1WuJ1fQbvTMuAZoOzqOn19K8mM0zzsTgJ0nzR1Rk3c4CEA1gSl55SiDJ9K0Ln95wGx/vVDZ27RlpGPzNwPpXTh6Eq0uWJhShdmfZQ4BYnknmtaLIAxVWGMqoFXE/WsZBJ3ZYjY5GRVxGwOapQgkggDFWc4BNBiy0rD1AweDTHfoAfpTYx+7zjk85phJaVeeOTQI3fD8AMs03HyALj3P/AOqtZ1UtkDafUcU7wzCF0wybcGSQkn1A4FbMlnDMOVwfUcV42PwMq8+eMtT7TJ8QqGHjFrfX7zCJI4Pzj24NN3Ag7T+HpV640yVOYyHH5GsuUsjFZFII9eDXhVcNUpu01Y+ipVoVPhZFO/XmsO6bfqUAHOATWlPICdoyzHouOamsNBnuZ1mn/dIOi/xH6+lbYbDzm/dRpWrU6UbyYy33HAQEn0Fb9hpxDCSY5PZewq3DZRxBVRQoHpVxUCivXw+XwpvmlqzxMRj51Fyx0RLHGoFPOAKiU4OKju763sojJcypGoHJY4r0DgSb2HtJk+tRM+PvHiubufHGkRuQJ3f/AHEJrJufGLXmY7Cylcno8nyr+XWolWpxV2zeGGqy05Tq73Ube1heWWVVRRySa5Y63darP5dlEYrYHmVxyR7DtVKPTbq+lE1/IXOchBwo+grdtoEijCouAK8nFZi2uWmepQwMYe9PVkqLtUDNSr06U0Cnj0rxjuYjVA5xUr1TmbBahIfQhlfJxWfayNJcvIwI+bA9gKsu2cjOM1BCVLttcHDEde9bWtEqnq2zUU5UH9KcemM8nk0yMbU+Yr+Jp2Cx45z3NZrcJI6Pw3KFS4ViAoCtn9Kl1PxJpWljN3fQQD/bcAn8K4TxPqN5pmgv9hlMUs8ixGQDlRgkke/FebLaLI5lmLSyHku5JJ/E19ZlsXKhFs+UzCoqdZo9I1z4pWpDQ6LA91KeBM42xr7+prgJHub+7e9vpmnuX6s3b2A7ClSNUUALipFHynivSjBLY8udVy3EC5pdmTT1GKeQasyI0G2pc5FMwc0pPFMRBLx9KrSEip5jjHvmqch+U1LKRE7ZNVsn7QfQcVOT1qtkeceefSgpGmhAWmluc0RD5RnP5VOkIY5Y8egoJbLmhkf2lbvICYVkVn56gEEivrFWBAI5B5r5e0TSp9SuhFAhCKPnfso/xr6asVUWFuEJKiJQCeuMCk2r2NKae/QtUUUUjQK5bxFceZepCDxGvP1P+RXU1w9/J5uozv6uazqu0TWiryGoMLVDVbK01CAx3UKSAdCeo+h6ir28bao3attJQmuVNxd1udb13PO9Z8OfZCz2s+U/uSdfwPet/wALfC2/vry2u9bSOLT9okMIfLyeikfwj171qadYDWddtbSRcx798g/2V5P9B+Nes9q9Snjqzp2b/wAzhq0oKWiKlzEiabNEqhYxCyhVGABtxgCvlmJcKuOmBX1TesFsbhj0ETH9DXy3GvyLx2rvy37XyOer0JU4B60u4gU0cKKCckCvYRgWE4QfSmpyxPpSk4jH0pqcLmmB2fg622w3N2Ry5Ea/Qcn+ldfF2rH0OAW+jWkeOTGHb6nmthCFFfG46r7SvKX9aHr0I8tNIkdgorOub9YwQx496fds+0lDmuX1S6/dOWyCtckU5SUVuy5NJamfrb2TuzJAgkJ4K8ZrFFDuZJCzGk7V9hgsIsPDu3uePUkpSulYiAGPoacvoKXgBvrSxjJJ9BXzlVWnJeZwS3LMOAM9RTiwJApq8RntilgBZ8kioMS03CAde4/z+FIAACSOMYpGOWAyP8//AK6VsFdo7mgDutBQx6Pbg9wW/M1pNconyjk+gqvDH5cKRL8oVQvHsKkSJUGAK5pbn1lGPJTjHshjXEz/AHVxUMtrJdLtkwR9KvqigdKk4AqOW+5rztaooW2mwW/Kxru9cVdSMAUFgKjecKOtUoqKshOTk7smYhfrUElwqDJNVpLknpWRqGoRWsZeVjnso6k+gpSmkrlQg5Oxbv8AV/s8ZYMQOwHUn0Fc7PaXGqyCa/YkDlYs8L/ians0lu5PtVyMEfcTsg/xrQwN1eDi8dKb5YPQ9vDYVU1eW5mLotquMxqauw2cMIwiAfhVgLzUmK89zk92dlyFl44p6KQKcVz2p+MCouFyMDmnAc0GloEyNxzVCTkn61oSdO1Z7VcAKki81n6dHK0kkZjLEOWBxnrW1aIH1K2QjKmRcj1GaUW32LWZo+wbj6V6uEw8asJORxVsTKjJKIsNvN2iYfRMVdS0nwNy7B7nmtOFwUFPcZU11Qy2kneTbOSrmNWSskkcZ4yjA0HA7TIc/nXAhcCvSPF8W/QZz/dZG/X/AOvXnTdq9vDpKFkfP4pt1LscF+ShOhpw5Wmr6eldByjwfal/OkT7tIDQAppM+9GTik70AVrkncnPY1Sc5q5cH94v0qm/WpKRE3SpLHT7i8u1W3UM5yAMgZ/OmEZrt9F0oQeH9F1ZR/rbq4icj1BG39M/lUydkawjd2ZTtPBPiG4I22AUH+JpVA/nXU6X8NnQiXVLlcDnyYDnP1Y/0rs9NkzEv0rSb5lrnlVkdKw8EZENnb2FusFtCkUajhVFd9o7b9ItSf8AnmB+XFcTcDFdnoX/ACBbX/c/qaKO7HV2RpUUUV0GAh4FefyNmVj716ARkYNcDewtb3UkTdVYisquxtR3YinIprjI6cU1G7VOMEVy2Oq5Dp11/ZOom7SFZCybGB4O3OePyrttP1G21KHzLd844ZTwyn3FcZJCGHAqGGS50+7S4tzhl6g9HHofatadTl0ZlUpqWq3Oz8QS+T4c1OX+5ayt/wCOGvmUcRqPWvoPXdatbvwZq0kcgVxZyBo2PzLlcf16189McSBf7or3st1TZ51ZWdmS5pY+ZSai3kAn+dSQ8Jz37V7JgSyNwBTgC2FHfiozy49hTw2xlYdVOaHsCPVkHlhUHRVC/kKnVs4BqqkgmijmU5V1DD8RmpUavhqifM7ntwehK4BHIrE1bSVvYWCko/UMBwfrW+uDTXhBFTCUoSU47oJJSVmeV3lncWM+ydCuejdj9DUHWvRr7TkuImjlQOp9RXEalpkthKflJiP3W9PY19RgMyjW9yekvzPMr4dw1WxnkfIx96dGAI1H940jcx4z+FKeJQnOFFePiVatL1Z5U92SuQFx6jtVi3TCliOnNUid0gHaryAiPgkHof1rAxHqPmJH86eMefGCOjA/rTVA7k5P+JpFOZSSc4IwfpQNbnowb5zT99QsCWyO/NABrmlufWR+EnEtBl75quzYqIyFugoKJ5J6gZ9w68UxuOWPFZ+oalHaQlmPsqjqxqJSUVdmkIOTsh1/fx2ce4nLHhVHVjWHHbS3V0J7lt0nZR0Qe1Ms1mvLx7q55boi9lHtW1BFhs968LGYtzfLHY93DYZU1d7k8UYjiAAxT1A70HpinAcV5h0CAc0/HNNHWn0gY3HNKaAOaDQIYetLn0prcGnDGKBjX+6fpWc3atGT/Vt9KzXFaQES6cudVgJ7NVzWo9l/FMP41wfqKq2DBdQhb0PNWtVuI5JIoSw80ksB7V7+W/wn6nj452qx9Ce1kyBVzdkYrIt2KjpV2CQs+DXfc4pIqa3am50i8iAyWibH1AyP5V5KTwK9tkTKE149rFp9i1a6t8cI52/Q8j+ddeHe6PPxUdmV0xilAxSJindK6TjBf1ppOCaevT3qOTigBVOVoJ5psZ+U/Wl70gK1x/rOOwqo/wB6rUv+sb8KrSfepFojPWvZPDViLn4J+bt+a2vnnX8Hwf0JrxyvoP4YWq3/AMKWtGGRM1wn5k1L2NIblbSpcxKM9q21PFcnpEpVVVuCOD9a6KObgc1xyO9DrheDXVeHX36PEP7hZf1rmmXetbXhib93cW5PKsHH48f0q6T94iqvdOhooorpOYTtWVq2kLfr5kZCzgdT0b2NatFJq402ndHn9xbTWspjlQow7GkR8V3N3aQ3sJilXIPQ9x7iuQ1DTJ7CQ7gWj/hcDj/6xrGdO2x0QqX3Iw4NBUMOarB8GpVkBrFo2uRXVjBPGyyRhlI6Eda4vV/BCu/m6axVm5MbHj8PSu9BBpQilhxWtGvUoy5oOxM4RmrSR4tfaHqlkm+eylVAeWAyP0qCNhs6ivdfLX2/Cqb6TYsxc2VuWPcxjmvWp5xJL3439DklhE9meMBgZTyMUpOXAH6V7ONKtD/y7Q/hGKb/AGXbocxwoD/uitf7YX8n4/8AAJ+p+ZxHh/X44bdLG8baqcRy9gPQ/wCNdUpBUMCCDyCDkGpbnQ9Ouzm5sIy395PlP6VWj0aGwyLKWWNM5MTsWU/n0/CvNxM6FZ88U4t/cdNOnUh7r1RbjfB5qyrgiqJJQ4BB+lPWYVxNWNC2yqe1VbiyjmUqyjB4OR1qVJR61KMGpGcpfeE4HG+3by3HO3+E1yV7p93Y3DefEdp6MvK/nXqrR7uTSG2jkyGUEeh71anK93qclbBU6mq0Z5DbNumGK0wTgc9a7y58OafKM/Z1U9mUYI/KsxvCUK4/fzEenFWpo86pltS/utM5YudpO33/AJ0iDIA7muqPhWF0wssq/iDTP+ESx0uHP/AafOjJ4Cv2NPSb9L3T423DzUAWQe/r+NW3cCubXSdT024821If26ZHoRUtzrVxFGBJYtFIR/EcrmocU9j1KWIdOFqyaa8tzXZyxx2qGe6htlzLMif7zAVy81/dTth52CnPyqcD9KzZzljnn601TOeeaK9oR+837zX7cfLCTK3bHA/OoDH9reO4lAyF4A6da51D8yjPeusgjLW8Kdyij8683NEoUVbqz08jxNWviZOeyW3zRPaQhIskckZq3GMc0gHYdKevSvmpO7ufWi9TSmgUGpEC9af2pq9zTqQmAFBpRSHvTDqRN1pw6U1qcnIoKEk/1TVmuOfxrSl/1dZ0vU1pAlkL3C2avcsCViVnOOTgDPFcjoGqXWu+MhdzkqixSeXHnhRj+ddVMPMR4wM5Ug/lXFeFW+yeI7cH+LdGfxH+Ir6LKdaU12/U8HNW1Wg+j/zPUrZFdsd8VZRMS/jVe34cNV9RlxiuwwZKygRHPWvL/HEATV4pgMCWLBPuDj+or1KX/VV5148j/d2kmORIy/mAf6VtRfvnLiFemzkUHFP4xUaVJ1613HmgKjm+7UmKjlHy0MCNW4p4wWzUKkjNSJg1KGQSf6xsetV5Bzmp35kf61BIKCiIV9E/Bhi3gEA/w3cw/UGvncda+hfgof8AihZB6Xsv8lpMuO5nXVoLXXb6FOFWd8fQnP8AWrShlwSaTVt0fiO+JGczE1ZZQdhHTGa5JrU74PQuw8qBVnSZvs2txDPyygofx6fqKggGEFReYY9Qt3/uyqf1qYu0kDV4s72iiiuw5AooooAKayq6lWAIPUEdadRQBjXfh20ny0W6Fz/d5H5Vj3Hhy+hBaFlmA7A4P5GuwpalxTLU5I87kE1tKI543ic9A4xn6VKH3Dg8iub+MtxKmoWKROysluWBU4IJb/7GuH0LxtrFlJtuSLuFeqycN+BrT6hOUFOHUqOJV7SPZVYMoIp271rjdP8AiBol44jmlaylPTzhhT/wLp+ddLHcCVBJHIJIyMhkbIIrlnSlB2krG8ZKWxeB9DR3qoJR7ikedlUkEt9KgtJXJLqVoULhGcDsvWsJ/E1ruYPaX6EcHdavj88VdfU1iO6UED/dJ/lTW1q2YD96v4gj+dI0OY1Lxhpq3Cos7JNgkKUYE/pVay8XEKFvoc/7cXX8R/hVfxne2V5dW5tzHJNGG3shzgccGuaB3KRXvYDA06lLmqLc87FV5KpaPQ9Gt9esJyPLvIwT/C52n9a1Y7rgHOR615F975auQ3dxbgeTPImP7rEU6mTxfwS+8zjjGviR60k27HOasK2cEV5kPFOo2ECyMEmyejDHH4Vvab4706REF/utHYcFuV/OvClTcXY3hiac9L2OzJ9aPlI6VTtdQtb+3EtpcxTR/wB5GBqTzSDgmpsdC1LAQdqcBg9KgEnoaZJOUXJ5/CgaQXl1DbLvmIRB1Y9qom5069T5ZYZkPYEGnG8hZiJSuDxtYjn86oy6Hoc77v7Ot1b+9Guw/muKVyrLqZetW0EakW6xrt+Y4HP51zc3JJqzq9g2n6w8dteTtaMgYwu27afqecVTZjjNawTsfPZg4OraKtYr5+Ycd67qJNuwf3UH8sVwyLuuI19XA/Wu/AxuPqcD8K8fOJe7Fep7fDcfenL0Qo6Zp3akPGBS188z65CiigY5pO9Sxjl4p9R04NQhMUUGgt60mc0xEb9OtEeSKSSkjbqBQUOk5XFZ03BNaTdKzpvvEVpDciWxHCv3vU1wsafZfE8fYLcj/wBCrvU+Vh71w2vJ9n1+VwP4xIP0Ne5k0/3k4d0eLnUfchPsz02E4q/EckVlW8gZAQevNaNscj3r0TmZZmbEZFcD42Xdp8Lf3Z/5g13cx+U1xfjJM6K57iVD/OtaXxo566/ds4ROtP5NRpwalJ616B5QLkGmydOtLTZOnWhgV84NPjIyKjI96dGcMKkCPqXPuahkqXPX6moZOaCyIda+hfgp/wAiTN/1+v8A+grXz1X0N8Fcf8IPIB1+2Pn8lpMuO4/xNGI/Es/H30Rv0x/So4TuVRU/i3jxH9YEP6mq1odw+lcs9zuhsakfCVSuGxKnPRgf1q4DgYrMuyQ9ZdSz0sdKKjiO6JG9VBqSu44gooooAKKKKACiiigDw/4pzfaPFUkWc+VHGn6Fv/Zq4yG1VIicDnmul8XzfbPFmpPjP+kMn4Lhf6ViykBCB9K+lw8LUoryOKbvJmPc2EcoIxTtH1zVfC82LdvOtCctbuePqvoatEDPSmvErjBFVVw0KqtJDhUlF3R3Gj+PtH1RhDJIba4P/LObjJ9j0NdE91tXMePxrxC80hZJQ6jt2pq2l3tCm7uAo4A81sD9a8aplUub3Xod0MYktUeznULiPLbIse74rA1bx3DYXK2xtmuJWXOImVlH1PavPI7AE4llmcehkOKtJbRxgCNAo9hVUspd7zegTxunuolkfzrmaZlCtK5cgdATzimp8r1IYwBmmleQa9yMVFWRwOV3djJMq2QKlQkqOKSRdyUWWZLiKPn5nApTlyxbJ6GtfWgfy4tvYVRu7BJm2heFGK258G5duycCqWct9favkHqzhc2jnRbX+lT/AGjT7iSFx3Ruv1Heu48PePYbmJbXVttvdDjeeEf/AAPtWPIqtgMo+tULnTI5gfl5pNXOqhjZQep6xDPDMm6NwQecg0slz5SYK7ga8XhOr6PKH0+6lQD+HOVP4HitBfGfiZfvJbv9YyP5Gs3B9D1aeOptanpjXdi4xc24I/6aRnH6iqN+mjpYTzQn7O4Q7XhlI5xxgZwa4pPG/iCQhTY2+fXLY/KqCWck+oSX1wd00rbmA4APsKFB9RVsfThH3dWXoGmaMNPI0kp+8zHJNSEcY96byBgU71/z61oeBKTbuxLOPdqVsuOsqn9a7vbyAew5rkNFh8zW7cHopLfkK7Angk96+fziV6kV5H13Dsf3Upd3+g3PzE0tIKK8Nn04opaQd6WkMKUGkFKKAA0maUn3pKBDX+7UcbYOKlPSoTw1Ow7khbnFUpwfMPFXOpJqvcLzuqo6MUtUQEYKmuR8XRFdQjl7SR4z7iuvPQVz/i6HfYRygcxv+hr08sqcmJj56HnZnT58NLy1NvRrrz9LtZieWjGfqOP6VvWr/NmuH8I3XmadJbk8wyZH0PP8812VmTkZNe9UXLNo8mm+emmXrg5TrXHeLz/xJJOf+WiD9a6+bpmuM8YNt0kr6zqP5mqp/GjOt/DZwwPNSA1HTxmvQPJHE+1RnJp5/CmY/wA4osFyJhxmkU/N+NPYcfjTB94fWlYCJTxnHeo3HWpAcAjNMcUikQE4NfQPwSfd4QuV/u3Z/VVNfPzda99+Bxz4Wvv+vv8A9kWky47mn42Hl63aydngxn6Mf8aoWDc49a2PiBCRb2NyB9yRkJ+oz/SsDT33bTXNUWp3UnobROFrNuzz1rQY5T61mXJy4HvWPU16HpVv/wAe0X+4P5VLTEGI1HoBT67jhCiiigAooooAKQ9DS1U1Kb7Ppt3NnHlwu35KTQld2A+frqX7TfXN1/z0ldx+LE/1qjK+MDFWT8kMYPUqCapyMGbFfVwVlY4CLB96COOlBIJ60cVoAEZ60wrUufeo+h7UAJsA96cAMUd+lL0oAaw4/wDrU3tUlN6N1oAb2xVnSIw2rRk9Fy5/AVXPH0q/o/8Ax8zP/diI/MgVz4t2oyfkyZu0WXJWxGeeW61ApxT5ju44qM9Bnj0r5NHnsDy4wPrShQck8fUUiAs3ccYp+SMEjmmIYYlJpvkqR0we3FSjqMjjpQB0xzn/AOtQO5B5OMY4/wAmnqoUZP8AnpUmGOMdMf0pGGPUUrBcjK89vT9KTB6nuP8AGnHOOppON350Bc2PDseb2eXH3YsD8TXQP2FZXh2HZaTzH+Nwo+g/+ua0zy1fL5pPmrNLofe5FScMJFvrdi84opKWvLZ7goozRmj8aQBRSUoPPNAATScUrdKTqKYgyKY470+mMM00A1WwxFJINwppGG60/IxQMqHgkVm65D5+lXCDrsLD8Of6VqyjkkVVnQSRsp6MCK6MPPkqRn2ZhXhz05Q7o43wvdeRqwjJ+WZSv49RXo9m+cV5HC7W13G4OGicH8jXqllICVbsea+vrrVM+YwcrxcexrTMRHntXD+M5P8AQYB/emz+QNd4UDwkdyK878ZEhLRDkYd+PwFTRXvoMQ/3bOVzxTkYZ60wYxQBjkV3nlkpIPfFNz6fzpuaWgLAenFREfMM1L1qF+CD60AR80xvpTj1OfWmtSY0QuMV7z8DHDeGNRXPK3n6bFrwdxkV7H8B70BtZsD1IjmH6qf6VLNI7npPjG1+1eGLogZaHEo/4Cef0zXC6WcqPSvVLmBbi1lgf7siFD9CMV5RpatDI0D/AH0YoR7g4rCqup2UX0OgJygrOZfM1COMfxOo/WrpJEeah0xfP16zTGR5gJ/Dn+lYLWSRs9Is9HFFFFdpxBRRRQAUUUUAJWN4rfZ4U1QjvbOPzGP61s1ieLgW8K6iB3hP8xVU/jj6ilszwm8wJCPTiqTDqSPxFW7s5mb61TY+9fVo4RvJ5o5yKTINAP5VQDzyKYcZpwOKQigQ38KWkpRQAU0jmnH60hGRQMTIzWhpnEVww7lR/Os6tWwG2wY/3pP5CuHMpWoPzsZ1XaArkk89KZn3pW696QHnjtXzRwseB6+nWlJPrkdP50vXPpjikOM/LwetAgYjHSlHPIPPajke/wDk0o68jvQA0jC5OPT9KG475/yKcMcDgDrz9KQ9OcUARkY/z9aY33ulSEgHPfn+dR9W96ka1Ou0tdmk24x94FvzNWaURiGKOIcBFCj8KQ/SvjMTPnqyl3Z+nYOm6dCEeySDtTs03rTsVzHWHUUlL9aMUANpO9OIOKbtY9qBgTmj60hRh2pQDQIXFRnk4Bp5FN2etMBrYz15oxilKHdRtwKYMicDbVSUVbkGKqS9DV0yHsed6ggTUblMcCRv516BoU5l0+1k7+Wuf5VwurKRq10CMfvDxXSeE7z/AER4WPMTHH0PI/rX2rXNRjLyR8hSfLXlH1O/iIMIIrzrxsd17b46FWOPxFeg2uWtgfavPvG8ZW+tWAIUowz75pUPjReJ+BnLYpQM0A04HIrtPMGgc0DOad7U2gAyaY53Ag08/WmEZNAFc5yc0h5qZl+Y/WoyKVhkLgV6T8DVc+L7wq2FFk24evzrXm0leh/BOcReNnjP/LW0kUfgVP8ASky47n0PXlt7H9n8T38YHHnswH15/rXqNeceJEMPi6dgMB0Rvrxj+lY1PhOqk/eLJXdbnHpSeFlMniFCf4EYn8sf1oR/3Gc9queD486peSY6RgdPU/8A1qwgveRvUdos7Siiius5AooooAKKKKAErnPHE/keEr3BwZAsY465Iz+ma6IVz3jiWKDwTq80qK/l2zMgYZw/8J/PFVTkozUn0YpK6aPC7kkvng1VbJ9aypPEMivtnt1bB5ZDj9DThr9mwywlU/7tfRQxlGX2jkdOS6GiBSke/wCtZLa9Z9o5m/AD+tNPiC1/htZD+Iq3i6K+0hezl2NkDjr+tBxnisI+IYR/y5Of+BCgeI7f+KzkH4il9cofzB7OfY3CvpQFPpWKPENqTzbS/p/jUg160Iz5My/l/jT+t0f5kHs5djX7Uw81l/27aEn5JfwH/wBekOvWQPKzD8P/AK9P61R/mQckuxqdD3rXtV26bHz94lv1rlBr1ie83/fNakXibTUso0/fggHJMffNefmVaE6KUHfUzq05uNkjTY8j60q/lWV/wkWmPyZ2Uf7SGrEWsaa/S9hz6E4/nXh2ZxSpVFvFmgODnH5D6Ug+ucCqv9o2JyRe2/8A32KcL6zbpeW3P/TQf40yOWXYtbfQ/wCc0DOTg96jWeF+VmhP0cf40xry1Thru3X/ALaD/GkFn2LB4xkdOKaAMADtVf8AtCyJx9ut8/8AXRf8ac13a7c/aYfqJB/jRYOWXYcR8v4UgO1wQehqBr2zA/4+4B/20H+NRvf2gViL2EsASAJAf60WKjGV9jQg+IlsLh4dQtXjKsR5sPzKffHUfrW5a+JtEvMeTqUGT/C7bD+RxXjs5/ek+9QORgCvNrZPRqO8bo+xoZpVgrSsz36N45FzG6uPVSDTivua+fkd0+47L/usRT/PuOvnSn/gZrjeRPpP8P8AgnYs4XWP4nvm3/e/OkwPVvzrwP7VcD/ltLj/AHzS/a5z/wAvEuP980v7Cl/N+H/BD+2Y/wAv4nvRaMdZMfVqAyN92YH6MDXgZldursfqxpykY75+tP8AsL+/+H/BD+2V/L+J73gH+M/mKNvo5/SvCJJ/mIV2/wC+jUbSuT/rH/76NL+wn/P+A/7ZX8v4nve1v7x/Kkw3qPyrwdb6eE5juZ0I/uysP61Zi8SazHxDqV2PrKT/ADqXkdTpNfcVHOafWLPcMHPamkGvHofGfiOL/mIb8dnjVv6Vp2/xD1aP/XwWsw9lKH9DWEslxC2s/n/mbRzag97r5Ho8nSqso49fwrkW+I8fl86Y/mf9dhj+VZV5451G8HlxRQ2ytxuTLN+Z6UqWVYly1jb5oqpmWGirp3+Ra16SOTWJimPlwrH1IHNSeHZ/K1MIOkikflzRbeGtRurOG5hEbpKgcEyAHmtPQ/DeoQazbvcRhIlJLMHBzx0r6xUvZ0VHokfKKo54jn6tnotsD9kBxj5a4fxyp+zWpYc+aRn8K9ACBINo6AVyPjCxkvNKJiVmkjcOFUZJHQ/zrmp6TR24jWDPOPxp6kYp0lrcQ/6yGVf96M/4Uzy5NobaQG6HYea77M8ocfamkc8U4QTMAQjEHphDQbebvG4+qGiwhtISPWlMMo/hYf8AATTCGB5NMBGHJNQycVKT15BP1qJ+aQyu/Sux+E9ytv8AELTt77RJvjHuShwK41wfX9a634Z2l2fHGlTpAwiE/wA0jDC42nv61Boj6eriPHFvsvrK7XrIpiP4HI/ma7eua8ZQB7G0lxlo7gD8CCKznsdEPiRiqn7jJ9MVreEECyX575T+tZrgiDFX/CRP268GeNin9TWFP4zoqfAzraKKK6TlCiiigAooooAK5j4hRGXwBrSqMn7Mx/Ig/wBK6euc8dsy+BdbKjn7I4P0I5/SgD5VvAC5I9apYq3cN87D3NVaoBuOKTpTjmm85oAN4xzSEg96DTStACHipA3y1CeO9JuIB560AS+acYUfjSAZ5JqHJpy7j3oAsAqPSreAYF47ZqgEHqatq2IUHbGKAK8gwaYASacxyaaTQAhJpNy98UpNNIB7VIWEKIf4V/KmlAOgFKyelN5FAWFU4OCBUhI9Bioc4NI75oCxIzg8IPxqayhD3KbscAn9KqBiOlWrLd9qTJ65GPwoCxcuB+8Jqq1WJm5P1quTzTAbRuPrS5FNNIB26mmm454NN3GgBxOKVGzTM0BtpoAkJ9TimF2c4UcVGz5NAduwoAmWMdWOaeCq8ZAqEKT95jUgRRQA8Op70uc00BR2pQaAF70qj56T8KTv9KAPY/BtyZvC9rlciMtGBj0J/wAa27RhJqMgC7dijj681z3w/BPhUMDn98+R+VdDb4XU5Sox5iqSPpxWle7pIMMl7U2VbIqjdx7SCBxUMl+sN5HBnLNzj2q5L86Z9q89b3PRlDQwJSC/ofrWTfSgGBRyUOAPX6/nWxdRYmLKSM81i3YKybDnPmEAD6Ej+Ve5GfMk0eG48smmaWnuy28O9cKo9evSr6yNIBkHHtWbbb2iQhMeg9KvKJycIMfQVXqSW1RiOI8nPc1L5WVw6xDHqAapLHdN96R8/Sp0t3yM7jgd6ljQS6fZSn99Dbt6jygf6VTk0DRWbJsIW/4Bj+VaaQvgjb+tOMGepAqWkNGT/ZunQf6iwt0wOoQVc0iRotWtHPAjnQ8dOtSSpGgJ3Z9hVUPtO5RgA5qbaWKPZa53xBcpM8dmvLIwkf29B+tbQmC2QnfoI97flmuLgkednuZPvysXP41wVHZHdSjd3Hy8IKs+GJVj1WaI4zJHx+BqvINy1HpMnk67bMeMtt/MYrCDtJG81eLO8ooorqOMKK+IP+E78Yf9DXrn/gxm/wDiqP8AhO/GH/Q165/4MZv/AIqgD7for4g/4Tvxh/0Neuf+DGb/AOKo/wCE78X/APQ165/4MZv/AIqgD7frI8UwfafCerwYyXs5QB/wA18b/wDCd+MP+hr1z/wYzf8AxVNfxx4tkRkfxTrbIwwVOoSkEen3qANC4z5p9OtQGueN3cnrcSn/AIGaT7TP/wA95P8Avs07gdBTTWD9pn/57yf99mk+0TH/AJbSf99Gi4G7SHNYf2ib/ntJ/wB9Gjz5v+esn/fRouBsMDTGBI6ZPasrz5f+er/99GgXE6sGWaQEHIIY8UXA1lyOCCCPWpAT6VimeYkkyyEnqdxo8+b/AJ6v/wB9Gi4G6Djsas9bdT2xXM/aJv8AntJ/30aX7VcYx58uPTeaLgbjcmkNYf2ib/ntJ/30a2YWJgjJOSVGSfpQA6kJpSeKYcUALuxTC1KSKaTSAbnmo8885qQqaYVk81iScjgg0APVgOgqzati5jOO9QA+1TWxH2qL/eFAFucDcRVerE5+bPrVckZpgNope9NP1pAGfakJGaQ/WmkCgAJFMbpmnHFaGh2YvNVjQj5ACzegH+TQ3YaV3Yytw75/KpFb2q5qxt31m8exULaeaREoGPlHH9Kqg/hQhMcD7U9XHpUYbFODCgB+R6GlBpu4UoIoAd9KTpRkClHJoA9X+HjE+GX2vtxcMCPwWukVtl4QDuIXOceprn/hrEzeHLhhgg3Rxn2UV03l7bybcAp2AgVdZ/urDwyXtrs53X7+fTniuoNpLy7H3c/L9K6iCVjYBnYFsdQMVyniFhNYCNWUBpMlgM7ea6bEdvpsUUfTAAOetcc7XVux6MOazv3Zn3nmOq+XwwbqRms/7QUuvKn2bjjDBfy/rVq4lk80kSAKeBx0rnL6GaLWIbi3R5VfCSMT0bPyn+Yr1aUOSmkzxqs+eo2jo4yAvr6Gp0kUDG8/gahhARhwVI7EVdjKOyh4x16gVs0YCxyLyBI2T71L8zdyR9akjtoyfkI9CDVpbZkAAAxiobLRQCS/7X51J5b7Qc4Ge9XDC2OQcU3ySR0NTcdinKq7Rk59qrYJOBwM1pPBlCduPrVJkIzjrxSHY9TvI86XPH6wsvH+7XFRSbLVD2Ciu4vJlg0+aZ+iRkn8q4KFBePb2hYqszhGKnkA9cV51Xoj0qGzZNa3aXSFkYEZIyKjlYwzpKvVGDfkaV9O/sTUFsFYPGYg6uAFwMkYI9eKZeMAcCsbNPU3aTV0ehRSCWJJF6MoYfjUlZPh6R5NHhMgPGVUnuoPFatdSd0cDVnY+AaKKKYgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACtqD/j3j/3B/KsWraahKiKgVMKMc5/xoA0jmkIJrP/ALRl/uR/r/jSf2hL/cT9f8aAL+3PWjgVQ/tCX+4n6/40fbZP7qflQBpQxPczpBGMvIwRR6knA/nXo3xS+Hk3heS21aGTzrS6VYpiqYEcoUAfgwH5g15ppmsz6VqNlqUUMEskEyyLHKpKEqcgEAg4/Guw8UfGbxB4s0OfSNQ0/SVgcq2+GGQOpU5BBMhH6UAceOansxm8i+v9Kyvtkn91Pyp0WpTRSK6pGSOmQf8AGgDcn61Bg1mtq079Uj/I/wCNN/tOb+5H+R/xpgaVITWb/aU39yP9f8aT+0Zf7qfr/jSA0Tmm49ao/wBoy/3E/X/Gm/b5f7qfr/jQBfxXffDnRVvft9zMB5aoIlJ/vHn/AArzP7fL/dT9f8a6XRPH+paFZJbW9nYSxeYZCJUf5ifXa44qZ3tY0p25rmdLG8LSxOMPG5Vh6EHBqMcil13xHPrWs3OpSWdnbSXBDPFbIyxg4AyAWOPzrN+3y/3U/X/GqMzR20oX3rO/tCX+4n6/40f2jN/dT9f8aANLFKBWZ/aM391P1/xpf7Sm/uR/r/jQBq4py8EVk/2nN/cj/I/40o1SYHOyP8j/AI0Ae8fDcrb+Cp7iTIVbiVjj0AWqF7bXF9rD38MtxEJgBsEpxge3pXAaP8S9Y0TSBYW9np8kG5iRLG5J3dc4cU8/FDWEkLR2OmpxjCxyYx/33Sq3cUjXDSjFuTWp6tbWCBB9sVSqYKqecn1NTSXQllCqCsa9DjjNeRn4pa0cZs9OJ9THJ/8AF0n/AAs3WnOTa2H/AH7f/wCLooYdXUmy6+KdnGKPU5HjwwDMSfUVs6dojXfgXV7vHzsyPGR6RkMf8+1eHt8R9YKn/RrHn/pm/wD8VW/Z/HTxLZaQNOj03RjAEZTuhlyQc5ziSuyrPTQ8+nDXU7kSNjJIIIzzziraSsH+X2rxxPiTrCAAW1jgf7D/APxdSL8UNbU5Frp//ft//i605yFBnulvlgDgc1cQHBOcV4TF8X/EEYCi00wgesUn/wAXUo+MviIf8uel/wDfqT/4uoci1FnuuGOPmpCSFI3V4X/wurxJ/wA+Wlf9+pP/AI5QfjN4iP8Ay56X/wB+pP8A4uouVyntsi/L1qp5W6VVHVnA49zXjZ+MfiE9bPS/+/Un/wAXTY/jB4gWaN/semEqwYAxSYyDn+/RcOU+o/EeRoc6gfeKr+bCub0eHfrkA/hizI5PQAD/ABIrxW6/aC8VXtu8E2maIUcc4hmBH0/e1jD4s+Ii7M0dkd42sNjgEenD1xTWqZ3Upe44n0Nqt5BqWuB7WSOSO3i2M6c5YknGfQf1NV7K1/tLU1g/hJ+Y+gHWvA7T4s69ZiTy7XTjvOTujkP/ALPVyw+OHiXSpXkhsNId3GMyQyHH0xIKjlcpXZcnywsj6tjjWKNY0UKijAA7Cn18v/8ADR3i/wD6Buh/9+Jv/jtH/DR3i/8A6Buh/wDfib/47W5yH//Z", "path": "001068.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.
001069
Men Tshirts
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", "path": "001069.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.
001070
Men Tshirts
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2xqvfNI2WYn6mkF36GsoOaUPjrU8iHzGn9p+bmn/affFZfnY+tJ53vmlyD5zWFyMcGka7wOWrI889qTeT1o5AUzSa6PpTfNLdKoebThKfWnylcxbMhHU0hYmq4ck4p+2YKXMbMmOuOlPlFzBIQ8ZU1ko+JDGRkg5BNbMcUNxaufOwwIAA96zJs6fq0ZnQMAcN6H3raCsjKUtT1OiiiuwwCiiigAooooAKKKKACiiigBRRTScUm73oAfmjPFR7qFJZgqqWZugHJNAh+amtbS6vpfLtYWkY+nAH1NbuleFZJgs2oZjTr5I+8fqe1dQTaabaFiYreCMZY5CqB70IZk6R4Zhsds15tuLjqMD5E+g/rU2veJ9H8N2pn1O8jiOMpFnLv9F6mvO/F/xlhg8yy8Nqs8n3TeOPkH+6O/16V45e3t1qN091eXElxO/JkkbJ/wDrVQjvvGHxi1XVYJbbRkOnWhBXeeZnH1/h/CvJ3d5ZTJI7O5OSzHJP41fcBwVPSoDbDHysfxoArSdQfWoyc8VYkgfaeM1XIKkggg0gR638LdTS8sH052/fW/Kg9Sp/wr0Q2pIwBXzhpd5eaVfRXtpMYJojlWHf2PtXvfgrx5o+vKkV9LHaamOBFIcI/up/pWU4m0JdGdfpOnfZozK4/eP+grUEWacgBHHT1qRRWR0Ii8kUnljNWKbgZpWRaYkagGrAx2qAssal3YIo6ljgfnXNaz8RvDOhxuJNRS4nXpDbfvGP5cCmk2Zykjrayde8SaV4atTPql2kXGVizl39gteQa/8AGjVL0PDo1ulhGQR5z/PJj+QrzW71G7v7l7i8uJbiZuryMWNaqn3MHU7Hd+MPipqWviSz07fp9geCFb97IP8AaYdB7CvP8kn/AAqMNlsdTUjHYPetErGTdxxwBk/lURzKdxOVH60mTKAxOFH60ue3T0xTEOBIGOlOBpueKcDxk0AOOaM4pN2aAapMB2cj3oPQU0HFO7UALk55pyMUdXVmVlOQynBH40wn0o5IoA7/AML/ABV1jQ2SC+Y6haD+8cSKPY9/xr3Dwz4u0vxNZiexuFZsfPGThkPoRXygKtWOo3emXa3VlcSW86Hh4zj8/WgD7HHIyORTWryfwD8WYtSMWna46Q3ZO1JwMJKfT2NerlldQynIPekM4rx34Qj160a8tlVb6Fcggf6wehrw+dJLeZoZkZHU4KsORX1A5wa84+I/hGO8s31iyiAuIRmVV/iX1/CuerTv7yNIS6M8fLZpKiL/AJUm+sLMsmJxSFqi3Zpw6cnNFibilvSkGe/FOFFKwXAYHejfVmGwnnHCED1NaMGjIuDK2T6CnysfMYwVnICgnJxxV+30meQ5f5RWtJBHCkYRQBuFXQKLC5inb6XDDgkbm96tToqwMMfLjkCpgKSf/UP9KCjkr6yktZTNAf3b87fSobu7XUljiMWXUcHHNdRcW6T2+x9pDLxz0rknc6TfuhwQ69fSrjqZvc9Rz70VzC+I4D97zF/Cp0121b/l4K/UV18rMuZHQ0VjR6rC/wB25Q/jVhb8H/loh/Giw7o0aKpC99hUi3anqMUh3LNFQrcRnvUgdW6GgB1FFFADHOBURenXBwgPvVQuxIVFLOxAVR1JPQUCLtrBNfXcdrbrvmfoPQep9q9C0bQbfSotxxJcH70rD9B6CsW3GleA9FfU9ZukS4lGHbqT/sKO9eWeLfi9qmtB7XSFOn2nTzM5lcfX+H8KaQHpniv4n6F4aMlsjm9v148iE8Kf9pugrw7xR431jxZPm+n8u1U5S1iJCL9f7x+tc4SWOSTnuSck0lUIC2aWm9KdmhjEPXrS00jml7VIBnFNba/zAfMKWmEY5FADWz/FTFJDe1SA72wak8oEcdqLAdBofj3xHoCCOy1GQw/88p/3i/hnpXYW3xt1qNQJ7CymPqAyV5e0RXoKUAjnBpcqLUmtj1WX436oy/udKskbuWdmrFvfi54susrFc29qp/54wjP5muEKn3pRG3XBxS5UDnI0dR8QavqpJv8AUrq49A8px+Q4rO3EqKUoAM7sUZjXg8mqRN7jcnoDShCeSQBTWmIyEUZ9qTZJJ99toPbvQA5plThev05NMEbMcyH/AID/AI1MkaR/dGD6nrQR3oEJiiiigBwpSM0gp3agBKUDnNIOtOHSmAGlzxTc0hNCAdupc1HmkLc0wH5pN2BzTdxP0owaQDtxzn+VeufDP4nyWk0Wh65OXgc7ILlzyp6BWPp6GvI1U5oIxyaAPsskMu4HIPQ1G6q6sjKGRgVYHuDXm3wl8aNrmmHSb6UG+tF+Vj1lj6A/UdDXpXegZ81eLtFfw74ku7HnydxeEnuh5FYYavZvi9oBvNLg1eJR5lr8knuhrxmKIvjfIq/jXNKLuXckV+1SxJJIwCKW+gq3b2+nR/NNK8h9BxU82q2dlbhbeEkjuTRyNichbbSJZMGQ7R6Votp8FvECFBbI5Ncs3jK6Rj/o6EfWnf8ACbNIgWS0xz1BpqAmztwoHakyKwrTxXp90QrM0TH+8K2EkWRA6MGU9xUPQaEuTlU/3hVpelU7n7if7wqw0qRrl3A/Go3KLAplx/x7v9DVdb3zGKwRFiOpbgU4wzXAIllwp6qvFItFTVNQs7DThLOQW24VQeSa8/vr9ry48zAUdq6zxdYomjo8aZKOM49K4gKWIA6nit6aW5lLc6ig4rMW/smHO9aebuyxkO5/Gu/Q5C6ZFBxkZ+tHnBf48fjWeJbGRuJCp9zTmayVQDKTnvmgDTW7kTpOw/4FUF94pvrCNBE6v7sM1UUWZ6TZ9iaytXCKMRnK561nUWhcNzZj8f3y/wCsgib9K1bPxy0iBntcfRq87P3a1LP/AFArBs2PQ4PHlrkCWFx+tXR460fgNIyH3WvMu9VbjmTmhMbVj1K88Y6WY1Kz7gWxhR0rpPAd3Y6rqkl8JVMFjEZnY/wntn9a8IAzXbaVqa6P8LtTS3lAu9TvFt2A6iMLk/4VRJR8a+K7jxZ4invGkb7IjFLWPPCp6/U9a5zIoIAPSkzimA7tQaZnmnZxQApxRmkzR3oARjQCcZoPNL2oASkIJpx6UqigBm3PBFHlOufLfg9jU4HGcUuOKAK+6cH7oPvmnebN3SpKO1AEO+XONpPvSkzNxt/WpMUUAR7JD99gPpzQIVHUlvrUoHrSgYoAQKOwAp2KCcUucigBMUh6U6kxigBuKUigjNAFAABil70pGaKAEpaYetLnigA6UmPWlJoxmgBCeKbgmpCvSlA5pgNVPenbe/NOHFNeQAUABYConkHrVaa6wMDtUabmO49DQBveGtcl0HxBZ6lE5HlSDzAP4kJ+YV9Z21ylzbRzRtuV1DKR3BGRXxqi849a+nPhpqLX3gXSpHcs6ReU2TzlSR/KgZ1l/Zx6lp89nMAY50KNkZ618oa3a3Gi63eafNkPbylOR1GeD+VfWoavCvjdogg1211dAALyPY/+8vf8qljPMftrngGnCV5Rg5qCOHc1benaaZSDis5SsCVzIktzjJFUnTaa6zUbEQRcjnFcxOMOaUZXHJWIl6113he9nQSREF0AyMnpXJKORXR6dYXl3YZtrgRDOCPWnJJiR0s93GQq3NzHECeADzmr0MUWA64fPIbrmvPde0290+OJ55FkjPAIo07xPqGnrHDlZIxwFbsKj2fYpPuekQrtupR9KuLjFcZP4s+zRtJHArzsBxnIFN0jXdU1HU4vtDLDAT91R1qeUpSOr1KIT6dcRnnKHFeaxabd3HEUT9cbsdK9OnukjUhUUe5rKe5QHg/gBSVTl2KcLnONaQE4Man8KdFpUU7hIoNzH0FSRlMkvyPSri3ZiQeV8oPcV6rPNXmZs+jwQyFJEXPcCoP7JtSehFXncu+SevfNWITFEQ33yPUUWVtQvdkFv4Ju762a5ggZYVGTI3ArldUhNuxhJzsbGa9Cm8Q3clsLdpW8pRgIOBXnervvnY+rVzTTOiFjPPStK1/1ArNrSthiBah7FkveqtwR5nHarPOapSH96frUobHLVvMi2kUbZCFmdR2PaqecCur8X2qafB4at1jC7tMEjEfxFmJrQk5ommnmgnk0nagBQQO9AOabTgaAHCjFNBp4oAaaKVqSgBRzUi8U0DFLQA/60uajx70E0wHE0nPFJmjNIBaOMUmaOMUAO6e9Ln2pgalz2oAdwaKaaXNACsfSikozQAEGjGBS980tADc0tIetL3oADQR6UClpoBMZpQKKUU7AFLwKOtI3A60kAjOB3rPubgDIU80+6n2dKpRgyuSaGA6NC5yRxV1EAFMRdoHtUpOBSAU4r274J6gZdBvrIkZtrjcPo4/xFeHE+tehfB/VGsfF7WjPiK9hK49XXkf1pgfRK9K434paSmp+CLmUjMtmRMnt2NdejggYqO9s01GxuLOXlJ4zGc+4pMaPlrTbB55FAWu807R1trfcy84qPS9MisJ3ikxvjcqc+xxWhqF+sUJVTzjAArjnK7sbRjY4/wASSohIGK4iZtznFdw3hnX/ABJdH7HYSshP32GB+tdTo3wMnfbJq98Ix3ji5P51pDRES1PIbeJpZURVJLHAxXoOnWEtpb7GTy4x/E/yivWdM8D+FfDSiQQRNKv/AC0mOTXO+PvEGgLbxQLZJd3TfLEg4Aock3YFFpHmfiq5sZtMMEdyJJg2RsGR+dcdHBvERXLuD8wrsr/R3v8AciW6faFGTHEMKn1PrVHTtE/0v7JcuLaXsG/i+lUpRFysp300UGFETbiB2pLK7vGnj8uEgbhzitixtUm8SzWcp82GFf4vWunEFvApEcaqO2BWc6iWhpCDepmlJXALsWPvTvKAHNTzTIo61SluieFFYm+iMJYGP3LkfnUm2YDDTrVb+yEH3ZWX8aP7IBHMz/XNexZnk3RN5VyeVkUipI/tiH7imqY0uVc+XcuBSi01BAdlxn60a9hOxfKSyISU24HJzXK6j98H3rc2avtKgb174FYWoZ3KD1FZVHc1poqela0PEA+lZBrWiP7lfpWLehqKKpyj98aujFU5uJTSiNi44rqPGk5urbwxKev9lKv/AHyxFcsDmu18Zaf5PhLwhdovyvaOjHHQ7sgVoScaRiik7GkoAKWkpcUAA60/mmCng0AHalA5oFSKoxmgAxge9IeuKd7U08c0AIeKSjOaKADtRRSZoAWikzxQDQAoHNKDzSUCgB2c0dO9BHFJQA6kxzRigYzQA8cUUmaTGaAFpKWkoAcKO9NLYpN1NASDpRTR0pSaAAH3qKaTapz0p5wBnNZ97NwEU8nrQBWlcyyYHSrUMewCq1sm4lvTtV0DFIYvelakFL3oEGCa1/C9zJa+KtImTIZLtOAeoJx/WsnH61Y0uZYdYsXzgrcRt9MMKAPra2kLA54weKthiCDVaFRt3DHPOanB4pjOEbwI114g1C4mvikDTF1RBzg81uQaP4c0dQ0iRs4/ilO41l+ML+6sdRjWGRkjmhB47kHFchJeO5JeTJ9Sa4akrSaR0xhzK56FceMLK2XZaw7gOmBgVh3ni2/ucqjiNT/dHNcmbtQeuaY196cVi5SZooRRp3F3I4aSWRmwMkk5rhNT1ewbV11D97P5S4VOgB9a6R7oujKx4IxXnl3GVkmTsGNb4eN27mVd2SsST+LbyMyizRYPMOWbqx/Gq+iTnUNScXkrOzISGJ5BHNZE3DUltO1tMJEOD0rocVYwUmdX4auok1G6aVjvkO1WPfFdLLLnjPFc9pVjFNoqq/DMxYMOqmrNtdSK5tbn/Wr91v74rnmrs6IOyLcjjJB5qB89QKtpa+bHuJwc1KlqAnJDfQVBVzHUZyScUvGcCqm64/uDHtQZph/yyJ/Gva5jyeUsjlgB1NXLeCMODcH5c8gHrWQLt1OWjcfQVLHfIchg2T7Um7gkdndeILZdMNnZ2cNum3BYDLN9TXkupNunP1NdPNKTGxTkYrlL45n/AArmqJLY6IO5XNasRxEv0rLH3gK11AEQ+lZy2LGg9aos2XOfWrx+7VBh+8P1pIbJO2a9s8W6SmofB3TpoF+aztorhT7Yw3868TxxX0Z4bhOofC+xt5M/vbF4+R9QK0Yk9D51yCBikzk01UMe6Mk5U459uKdQIOhpT7UnBo6GgBw604DnNNHWpAMUAOAG2lPTikzijrQAdvekoxS0AJjvSAe9L1FJQAuKSimk0AFKKAKbigB2aWko7UAP7daTNA60d6AFB5o6cUDg0vegAGaPpS0gwKYCdKXPFLjPWkIxQAhNJQaMUgFBxSk03pSHpQAjNWRKxkmOPXitG4fYjH2qjApaTd6UAWY49igDrUgBoUcU8CgBKM45NIeKgdy7bVPTqfSgB7SM77Izz3PpU0SeXGwU/MRnd61DHhflC4HrVhfSgD6t8NXv9oeG9Nuu81ujH64FbA6Vx/wzn+0+BNKbP3IjGf8AgJIrsO/HSmM4L4mZitdNnHZnQ/oa83N03rgfWvTPimmfDVvKP+WdyP1Brx7zT3rlqx965vCVo2NM3Y9c003Z7Cs/zCaXf71nyFcxdNwx71g6nC8V5KrjDNzj61qRSYlDbN+D0rN1NXN2ZXVlL9c1tSXKzKpK5zlwuGNVucgCrt2vznFVfLb0rYzOt0RbiCJYmIePGRgZIrYfTri6QFEVHByrMeRWRpXiaG0gjjlh5GBkeldeuoQXcCy6e6M3de4rmqe7qaqWhShEkiYlG1kO2RenNWYwFTBAUkdAc5qjc3DQziTPzyHa4/rV6Tasa5cbgOnrWTXUpM4Q2V+g+S5z9aUJqqDhwa1utHY17HIec5mYt1qEY+eANSjU5lHz2Z/AVpjjpVyysjdyorusaE8u3YUcttbiTv0MCXV1kt2iEDIzd8Vz96f34+leq6zp3h+00t1tC9zcbeZW4A+gryq9/wCPj8K55u50QVkQD7y/Wtgf6sCsgffX61rDGys5bFiY4qiSA5z61eLYUms9vmJzSQ2TAoT98ZNfVXh2yW08KaPFtwEt03fiK+UY4FkmjXnLMAPzr7HtrcjSbeB+CsCLz6hRViR8meILQ6f4n1S0YFTFdSAD2zkfzqiFz1rtfi5ppsPHD3Ozal5CsuR3YfK38q4rNMQbQKXA9KKU0AIOtPzTKUdaAHijpR2pSeKAE5pQKTNKCRQAU1hTqQ9aAGnimmnYppoAUHikJNLRjIoATtSjpSCnCgBwoA4pB0pe9ACjIo3UhNLxigB2cik70Z4xUbUAS7qQHJ61EDzgmn/lQAp9jSfjSE0ZoAUjNNozmmk8UAU71zgLS26bYhxyahnbzLjA7cVcUYUUAOH0pWOB6UmaZtac4Bwg+839BQAzLTNhMhehbtTxGEGF6VNhUQKgwB0FNC5GaAEC04cdDmmk46UKSelAHvnwWvDN4SubdmJNvdMB7BgDXpgPFeNfA+bH9s25JIzHIB+BFexA8UDOX+I0PneCL4hdxiKOMexrw6KC4mPyxNz3PFfQ/iOHz/DGpR46wE/lzXjSR4ANTKN2O+hjw6ZI0pV3AwM8VoRaXbpgsCx9zU6/8fTf7oqwOlLlQXY+zslkmWKFACfao/G+k21npttJCMybsyN6mrkV4ljCTkeY36CsXXdWW8sniZs45FUkScNKi81VbAzU8z9aqO1ADC2DVy2vZrKVZoJNpB6Cs9jSoHc4UZ71LSYz0CxuotWheYgeYACwz3qWS5KEKR8zDk+lcZpt6bKUMXPuBXUrMLm4heNf3TYJJ75rJwSLTKIu0I6/pQLuLu1UDqMq/esz+VIdTTGJLRh74r0OY4+U047qNWyGH4mrS3RdOHH0BrFW809/vow/Cpkl008rKV/Gne4rWLV5dMLd1JOSK4+6Obg11F5LbG0KxSb3J9a5e5/4+WrGpubU9hkYzIo961SMLWXD/r0+tarH5axkaoYw+Q1nc5rRb7hqhjnpREGSQtsljf0YH9a+yLCYTWFrIejwIf8Ax0V8bxLvmjQ/xMBj8a+wbGA2+mWsOc+XCi/oKpCPLvj1YRHS9Jv0A8xJ2iYj0YZ/mK8RXlV+lex/HLUcRaVpYPLl7hx7D5R/WvG4zhfpTAkzQTTc5oHvQIUGnDrSCkJoAk7UZpuc0ooAcKXFNFOBAGKAAUhpxOKYaAEpp60p60YoATFHagnikBoAUU7tTaXNADs0Ck70tAAaKKKAFPvSGimk9u9AEZ4apEao2HNIDgigCfGaQ0Bs0E0AMNMY/LmntUMzbYWPtQBWgXfKzHtzVwdKr25AXOOtS5LMEU/Mf0FAC4Mz7AcKB8zentVgBUQKowBxSBBGgVen86M0AIRmnBcUCl6mgBBGCaeFCjigEClJGKAPTvgo/wDxOtVjHVrdD+TV7ZnIrwj4NSlPF9xDniW0Y/8AfJBr3deWx2pjIr+PfpF2hON0D5z9K8aQDaPpXtF9zY3CjBzC/wD6Ca+X7zxXqdtL5SwIm3pkZyKTA7AL/pjj/ZFTMNqk+grE0TU7m5DT30YBYDaF4qXVdeNptihiHmP1yc4FIChe3880jBEc/hWROl04Jb5R7mp/tV7c/cVjn0FS2OjXupzmIyLHt6mRsVpYk5+RCGOaiMTHoM16fY/D/SUCvqOsp/uxDP610FtofhLT1Bg02S7cfxTNgflUNodmeIx6bdXD7YYJHJ7KpNX206801ofOsmSWQFVDjFexNrexGgsLO2tx93EaAH86wdU0m6u5ILqeJ2AOWLdBSGefQ+H3A8yWQEZ5A7Vt6fBiB2VT+7+6CelPvpbSC7KMSiE/MParlnd2n+kJBMuJANme9ZyTHEzCoI5FIUUrjaDRvU96UMMV36HE7jDbQN1iX8qktdCXUp0gt7XfIxwAKWMpkl+RV6G/ktlzCSnHUGh+Q4+ZDrvgtdBsvOluIzP/AM8kbOK4G4/4+WrttWv3ns2VmJJPJJriJzmdjXNJNPU6Y2toEP8Ar0+tahztrMgGZ1rTYELWciluNdgEJPpVDPNXJv8AUms/OBREGX9JKNrdgHGV+0Jke24V9i5VVAGAoA/AYr4/8Kxi48WaVEwJVrpAcfWvpH4leIP+Ed8F3k0TYuLgfZoT3y3BP4DNUtwPBfH2vt4j8aXt4r5t438iAZ4CLx+pya5uM8tTeAcClQYY0wJKcDz0puaKBDs02lpKAHinZpi07NADqcOaaOelP6UAJ1pppe3FFADcEcikz70vNNY88UADU0daUmk6igBc4FA5o/lR1oAUc0/pTBjpSigB1IeRRnikJFACGkzj60tJgdTQA0nNNx3pzD0pMUAKpwacWpg4PSloAUmqt02IwB3NT5NVbn7yDv1oAcG2KB17CrkMYiTJ5ZupqnbKZJdx6A8VeNADs0w9abuxmlDZPFAD+1PUYHNNT35p+4CgBMU1iKcTn6U0jNAHY/Cq6Ft8QtPDvtWZZIT75Xj+VfSgUIuBXyTol42m69pt4hw0FzG3/jwB/SvrRmyOPrTAztSuPJgl9fLfA9flNfMUVuLkh3+YnnJr6We2fUdWMWcRRRsH9yQRivnaGL7PPJARgxSOh+oY1rSScrMmppG50nhjwRca7BNOuVgiHLs2BWbBYW9vezq5WQx52lunFdfaeKF0rwUNPtQPNlzvPeuJ3bgzHvW6pJ3uYubCPy7eWRkZ8sSdoPApj3M07u8NsAigbju5oXoxx2qO2w92q54J5HrRNKCHFts2NHFwYS0ysEMg2hq3dYlmh0a4lgbbIq8EVGU3QR9gHHFaTxJNbvE6gqykEVwSd3c6krKxxfh27Z7tHmdnJPevTLu68zSiFgONvU15lokXk6k8eMbXI/WvSZDnTcD0ppk2PItfX/SZCwxUOkW5uDbFOSjEGr/iCImd8KSfapvCOn3j3GyO1lZWOchDUlWMMXVgekpWng2rj5brGfep3061fkxLUb6TaMPuEH2Nddmct4jlgY/cuh+dTpFcjAMqsKpnSIx9yV1/GlXSbjOIrlyT0FGqJ0H6lG0UI3kbm7CuUkP75vrXT3+kanYRLJehwjfd3DFcw/8ArW+tYTd2bwVkS2g/0gVpP0rNtP8Aj4FaTdKykaIim/1TVQxxWhL/AKpvpWeeKcRM3/AgQePdF342m5UGvQvjxqgfVNM0hJOII2nkUdNzHC/oK4r4deHr3XvF1q1swihs2FxcTt0jReT+Jqn4y10+IvFmo6nn93LMREPSNeF/QVSAwu1OH3qaDQCcimA406gUuKBBSk0qkYpD1oAMmjJopRQA9CcU89aatOxQAdBSUHpSUAIc0004n2pD1oATGaQ8GnYph60AJuIpQ3HFMNOHAoAcM5qQVEDzT1oAWmNwakqNulADc07qKb1oGaAA0UE000ALSZpR0pD1oACQKqXALTqoHJFWvao1dBekt1wAKALEaCGNV70hY80rn0qKgYpamebiio2OKYE4mPenedx1qoXxSFj2oAu+bjgHmgSZPJqmHNOGSaQF9ZAF3DqOR+FfWOk6il94csNQB4ntkkz77Rn9a+SIgVI719G/Du7a/wDhto0I5dS8B9trGmI7XTV2xCUjDSPvNfPHiGL7J4w1mHaBsvZMfQ819JogjiVRwAMV434o8KSaz8QtYaI7QPLkIB/vL/8AWq4SUZXYpK8bHBtO2AM0zzSIzXpunfDu2QBp/mb/AGmzWoPhno9w+6aSULnlV4FbPGU0ZKhI8fjl/dNzRbJMG86KF5CvICgnNe+WHgnwlp6jfbxN7yvmtVdQ8J6WuIltEx/cTNY1MVGSsjSFJxZ49Y6L4o1a2SSG08pD8ygoc/jXWaT4G1y5iH29DEwPPzcGuun+IWjW42wq746BVxWTdfE7gi2s/oWaubnijb3mUtP+EjQXz3E16ArNu2qK7GHwhpsUIjkLOMdzXB3XxF1iXPlmOIewrEufFOs3RPmXsuD2BxU+1S2HyM9V/wCEe8LWR3yW9qCO8hBpsniPwxpa7Y5rZcfwxKK8XmuriY/vJpG+rVVYE81PtWw9mc+emKO1ZgGqqeVDClMupKPmgBGe1ekpnBymrEm8csAK2dL1OPSJfOhijebHDOM4rkheXSj5rZse1TrqQdcPBIv4UNp7lJWNPxXrE2qRB5pC75/KvPn5kb61019MJ0CqpBHPNcy4xI31rnkknobxd0S2g/fitFicVn2f/Hz+FX+pwKzkWhsp/dN9KzzyK1pYMxH6VRNv8uc00tBN3Z2/hnxHHoPw112GJWS+v5FgikA/hP3ufpmuEYDHHatXXJVt47PTo8bIIgzD1ZutZIYMKcNjWtBQlyoBR3pR0pG6ZpmI+lHNMXmpBigBw6U3PNBoxQAUq0lOXpQBIpp2aavSloAD0puacKQ0AN6807FFFADaawp9NNADKB0pSOKQUAKKeopoxTh9aAHCmsuTTqCKAISCDil6U4imGgANNJp1NPWgAzSnmkpc0AJ3qhcH9+xq/jNZ83+uf60MC0kxZBnrTt3HWqkbYAqZT60IY/NNIzUgXilCYoAhKZpRGcVYC+mKkEY64oAgSHn0qUQgGpQMUtAhu3AxX0H8DXWXwTNGwy0F7KPpkA18+k17d8AbpTaa5ZMeVkjmAz6jB/lQB7C6ZFeb+KJJdF8bTXUahkvrOM/N03ISDXpE8ixRl2YAAZJJryvxvr9hqupwQWb+a9qh3yAcfMegPfpUVX7tjWEZPW2hE/iW+P3GVPoKqS61fy5DXUmD6HFZHmsfWkMp9a4zQtvcSsfmldvq1QlznrUIcnvSCVPUfnRZhoSk004qMzIMcijzN3RWP0FVysOZDyPeozmnKszZ/ctjtSvDKsZYpgD1NNQYnJETdOtMJHrVsWUpAyVA9hTW08khjIcj0qlTYuYyfJUZpPKXApTPFz+8X86b58JQYkT869Y8nUXylz0FK0caDc6LtHtR5iHo6/nUF+3+huA3UdqbtYaZU1gRAIEVeRnIFcLL/r3+tdpeJKyh2VtgQDJFcZKP3z/WuSe510721JLP/j5/CtAfeH1rPs/+PitAD5x9ayZoi3IP3Z+lUlUlkA5+YVfkXMZ+lVo1O6MKcEtwatbE3syC8P2i6mkbBLOTmqDIUPtVzk0jgFORzQVJ3d2Vl6c0HninkcUzHOaYhyjaMU7NRKcsalFIBR1oJpwAoIoAbTk60mM05R0oAeMEU72NCgUtACECmk045xTaACiiigAJwKaelO4pMUARmk6U80zvQA4cinYpop4oAXFLjilAzSkYHFAEZWmGpSMdaibrQAwnFJTvrRQAyjvSnFIBzQA6s2b/AFz/AFrSA5rNm/17/U0ANU4NWEYEVWpyvtpIZfQ7qlUc81VhcHHNXYwpAOaYhVHtUmDSqV9adxRYBm045puBTyeKiZsA0ANY9q7b4WeJE8OeKJ5pkaSOe1aPav8AeBBH9a4QuDVrSrkQanbyE8B8H8eKT2NsMoyqxU9rntOs+LNR13dG7+Tbk8Qoe3ue9ZEdtJJJvRQQVA/Kq0RG3NdFo6E2RYAferkjeU9T7HN6FKhgrUlZXRnLYTsxJwB6U2bT2RBl+SwHFdGYyewqlfRERKx67xXQoI+K5mZq6XH/ABFj+NSpptup4jFaPkk9aTysU7Bcz57eNDCAgHz+lWPKUHpSXi7Wgx/fFaCRjAyKLBcolPQc1WvEZbdiQcGt6FB5g4FUtfA+zjjtRYLlZLeWRAVUkYoaymP8OK1rLi0T6U96dhXPMf7Otzn5T+dIdNg2j5SPxqQXMfGJFP41ZhZZF7cGu9JHntsjtdE+1MwiOdi5IPpVmyht7CV5GhW44+VX6A1M2Ftsx/KTwcHGarFeVwcGlKCY4zsVdc1dr+BoiqIF6KowBXm83+ub6mu9vrcKrsSM98VwUv8Arn/3jXG1Y7Yu+pJZ/wCv/CtEffH1rPsv+Pj8K0UP7xfrUMpFxs7CPaolJSMS52hAWzVlgNrVV1YG1061Qsd8+ZSvooOB+fNabKxG7KCcgU8rkVVjm7Z4qyJEI+8KCiIjnFNZKnKgjPemEgGgCqqkSGp1GKZI69upqQDOKQDhRS4xRigBo4p6jmm0+MHk0APAwKWik6GgBSPWmGn0mKAGUUpGM0UAApKdxikIoAY3So6lPWmMMmgBQOKUHmmrxSigCUHHSn5yKjQ4NSA9KAGkVGanxUTDsaAIW64pp609xjrUZI60AIetKKaTmnKeaAHe9Zk3Ez/WtMDJrOn5lc/7VAEVFFA5OKQxVJXoaeJ3Hc05LZm/iAqUWQI5k/IUANW7YVbiuw3WoRZIP4iaUxKh+XIxTEWGkqF5MZpuS3FSCBmoArM2adCkxbKg8GriW6ryVBqUnarAUMqDtI9AsJd+mwMepjXP5V1fh1wbSVM8q2cVwMN8lvHFAH4SJeR64rsfC15Cmlee7DdKxIHtXHTXvn2eb14PAKLeuh023iqGor+5X/fFB1WLJUBifZarXd6Z4wqQSEhgemK6z4sukUhFVheTt921P4mo0vbyUNthjABxyc0ALfD57f3cVogcCsuaO9uDGSUXYcjAqXy75ly05H0FAGnHhWBJrP1xleAEHpVa1guLsuDcvlWx1qdtC8wESTMw9Cc0AWoLqKG2RWdQQPWopNUty2PMQH61H/YcI6nNZT20S6isewbdpHSgDzBpiEZRww6Ve02/mcAfx9CKzB+8bgcmpU32twCSAR1wa3Unc53HQ9Z8L6Tpd2A2o3DlSPug45qp4r0e1tJGbT5H2L2J61m6Vq2l2sSGWSaYFckR/Lg+lWrjWl1a9t7SG3WGBmwedzH8au7M+W2hzUoJs3Y7j7muCl/17/7xr2DxNpQstNZ1GOe1ePSn9+/+8a55O51JW0JrL/j5/CtBB+8X61n2PNz+FaKH96PrWbKRpCMu2wdW4FZPiq5Z9bmiH3YAsKj0CjFbcT7LhH/uup/WsbUIUvr2ed2wzyMx/Orkm2hxa5X3MDe3rSiSRR1Nai2MEZznJ9zRJbb+hBosIz1upB3oN0zdalksXycA1A1vIP4aWoCGUk5rTjbKA+orK8tx/Ca0oD+5XPXFMCfFFANHegQm0k1Kg+WowSKlAwBzz3oAWmdacTmkpgGaOSKMZpO5oAQ0CilpAFJ2p3YUcUARmkPSnGm4wKAGZp680zHNKKAJBUo7VCOKkTpQBLio2FOBpCOvenYCu/pURX0qZlBz2NQsCBxSAaRjnrSjrSUooAkXqKpTp8jnvvNXAM1Vl+7j1Y0AU6lghExI3BSBxUaqWbAHNSIzIQir82efWkMkMU8fQZHqKaJZl6g/lTy08Z5VhSi7bOCP0pgN+1uOq0pud3an+fG3UD8qUC2bjGDQAR3Cg5NWUuUNVGsSxzCykemaha2nTko34UAafnqR1pDJk/WsoSOpwc1PFMS6jHUihscVqdBpaXGr6nDYQKd0rAMw/hHc17laaXa2dnFBEg2xqFH4V534W1qC0tXu4NOV2QAOqr8zKOuD616Tp+oWuqWMd3aSb4XHB9D6H3rGnY9HH06sOXmd4taFeGNW1C4BUYAHFTtEn90VHb/8hG5/CrMnFanmlR1ABwKp6eMxSf75q8/Q1S07/Vyf75oAtgUP9w/SnU1/un6UAU9IP72f/frWJrJ0niSb/fNah4oARjxXOSf8hhR7Gt92rnnP/E5X/dNAHkgBp+xgMsCPc1HuPahlaX77sfxrTUyNTSgstwEadI0JwSx6V6HZaV4esBFcz66JZkO4Rxr39M15R9nUDgmtG1JMO7JytUrvQl2Wp3/ivxBb6nYmC3XAz1PWvGpx+/k/3jXYiTfDuHpXHz/69/8AeNRUjy6Fwk5asm0//j4/CtFf9avpms7T/wDj4P0rRX76/WsnuaI2oI/MnY9AqM5+gGa5L7RNcSiOLqa66B/LnY9d0bJj1yK5TYeY4YmGeGb19qtt8wK3LdD0jt3PliQySDuTgfhTHtp1PyBl+jcU2RJoxtjCr/ucn86RZLlOruPqtAhvmXcXUEikN2c/PFzUv2if/nqh9mGKHuJiAGiRx6igZF9rjOMrip4XV13LUG+Fjhotp+lTwxqowp4oES9adRjijFACg09uDimIPnHepDQA2jJp3akxQAg4NB560ucUlABQOKByacRzkUWAbmkpwFIwFADaawp5FMbigBnel6EUo6UnB780AKOtTL6VAp5qRTzmgCYUp9qRTnrTiM9KYEJTPWoG4q0wqvIKQEB60A80Hg0gJoAmUgdarzABh/vGpR1omAIiJ7k0AZ7qUm49cip8BZFleT5u4Ap0yBkLD7w5FQNBKUEm3g0hmiLyJhyBUnm2zgZVfyrGVGY4HWpRaznkDP0NMDV8q1YfcXmmyWsKjKRBx3x1rPWCVP8AWiRV9QKuC0lCh4bg/jxTEReVFn5TJE3oRTh9qTOyRXqXdeRg5VXFMN26sTJBj6CgY24RpbbLxhZR0x3FQ6dAs95HG5whYbj7VZS9t3PzJgmrMH2csDGFUg5FS1daF0pRjNOWx12nhvOQWyFI1+UEDjFdd4RgaxuLuGJj9nlAl2f3H6HHsa43Q9Wmnu/styysGX5CFC4I7V2miRC6lmG9gsfBKnGTXMk4Ts+p9bja2HxWXuUehux5+33OCM/L/KpJdyj52A/Gqw02EMWy+T1O41Dd2MKRKQpyXA5Y10nx5YMseDmVB9Wqrp80KRPulQHeepqf+y7YjJjFKNMth/yzX8qAFa9tF6zp+dRvqNpgjzh+VQXltFFJAFjXmQdqu/Y4evligDLstQt4DLuY5LnHynmppNbiUEjfgf7NX/ssK/wCqGqIEtztAA70ARPqpIz5cp/4DWc80pvlmS3cjaRzxW6iDy1OB0pjABugoA8SA6U9RzVQXZ/uinLdMDnArRMysy6BxSxS+WcHoeKqi9/2RTHnLY46GnzC5TXgfAKnoea5e4/17/U1vQSb4sjqKwJT+9b6mpm7lU1YsaeP9IP0rRX/AFg+tZ2n/wDHx+FaK/6xfrWT3NFsdHpdh/aGpxwtJ5cQRpJXBwQigk49+MVz09zFd3Mk6xrEjnKxj7qDsK1gqvKqyTtDG3yvIp6KeD+Fc7JBbW8sqSTCYI5A2ngjPH1rVkRJWmjHIcY9qia6iz0dvotAlfH7u0O31xijz5h1g/AEUihrXMB4aJh7lajMVtLykmw+xqU3gX78Lj6il+0WkgOVXPuKQXKrxyohIcOB6iktJSzuG9KsNHBkGJtvHY01YkVtwxk9xQMmBp1NU0/rQIWL759hSsc0icBjnvikJOaAFHvSkikWg9aAExR0HvRx2pDQAd6XJzSUd6YEhOKTpSDil60ANPWmtTj1pp6UgGYppFKetIaADvUinio6VcZoAsKcVKpquDmpU4poBWGetQuvNWDzxUUimgCqw9KjA5xUxAFRlhmkAZxSTNkQj0yaXqQRUMhJuFX2JoAlA+X8KbDfCM4ZcjPFG4jjHFV/KhVsO5HtQM0RLaXByyqD37Uv2Rc7oZSh+uaoolmcBnYe9WUsVdN0NyfxpgPZ7+JTwHHqKhF5IThwyZ74qUW9+nKzKfxpDLfJ9+EOKBEfmzqMpOsg9DwaVb9lbE0YxS/a0OPNtcH6UbrKcYIKH60hitDa3PzIwVj6VHHYypIMODzSNp5Cl7eUMB2zzTEuLlPlGSfSgDs/A8MV5440e2uFDwvPiUH+7tOa9W0rTI9Nhmijk8xWmZg/dhnj9K8y+H2jalLcvqogk+UeXH8uWO77zAfSvWrRcWsY56d+tS7NmiqTVNwvowIxVa9H7qP/AK6CrxXNVb5f3Mf/AF0FMzJQOBRipAPlFJtoAzNQH763/wB8Vfx0qnqCZnt/+ugrR29KAIivFZerL/o5rXYVm6qubc4oAei/ux9KjZfmqyoxGo9qhYfNQI+e1HenjrTyuBUZFNIQ9eKUc1CpYnrUyjmqAsWzlGYdiKyZP9ax961Ih85+lZb/AOsb61LGizp//Hz+FaI/1in3rP07/j5/CtAf6xR71D3Q7nWeHbKO91+3E7ItrD+/uGcZURryc1y2qTabJq93caZCbazeQtEJG3MB2/E9fau58KxabeWOt6bfXy2Ml5bCGGdhwpzk59uOa86urJFupbWGdbhInKiVBhXHqAa0e5K2E+0RjlJQ5/2yaTzo2OXXHuOaQabCOu4/Q0v9nRfwuyn1BpDFXYx+WTI9M0rW8UmQyDP5VFJZSjlXD/73BqEzTwcMGH+9zQA6Wy28xsR7HmmRLIrgMRipF1DJ+dRg+lV5bgGTKdBQM0AMU6o423Kp9RTz0oEPXAT9aQ0DhRSUAOB7Uh5NA4pKACiiigAoFFAoAU04Ugpx6UANNMPSnkgCmmgCMjFN70ppKADvR0NFB60ASKalVqripFNO4E4NDDNIvIp9FwK8kfXtVRwUOK0iA3WozCG7UgKCvmoS2bvjsKuyRCMZqnaoJLgu3CjrQMsBSULnhfWoWe03klGY/WtLz4iuzAYAYxQIogcrGoPfinYVyjFPbp0tM/UZp/2yJWysZT2xV8NjsMfSjbG3VFP4UAVRqCZ604X8bcdqdJZQPzsx9KrvpoIyhIP1o1GTCe3PVxTWigm7KfccGqbae4z81MjtbgzpFHksxwMUmIvR2whbcjsB6Zrd8NaA3ijxDb6ZDKIZJFdhJsyBtGefY1lW+l6lNMyRQtKics46Ae9ex/DmHRvD+m+atxHc6pc/LPKg4hTtGP60aWGkUNB1TV9JvktbiACWJ/KYDgdcc12M7389xJKEgUMcgelYviuxkvfiLokkBxbGE3M6joxQ4BP510iDC0rajfYzg180zx7YcqAc802aC/lVQDCMNnvV1B/ps/8AurU4oEZRTUR3i/Wo4ZL+XfjyflYjoa2HHymqWnDmbP8AfNAFSa2v5zGxMQKNkcVIU1L1h/I1rAU1/un6UAY0DX87yrviGxsdKdNYXtxGUaeFQe+KnsB++uv9/wDpVsrQBmmxv8D/AEuH/vmqEi3sd2kXnRNuBOdtbjCsx1/4mUeB2NAHgeDjFNKkClzzSnkUySJVIPWtG30q/uYhLDbSOh6ECqIq/b6reW0KxRTMqL0waAHNYXdqSZ4HjGP4hWG/3z9a3Df3VyCJpmce9Yb/AH2+tIaLOnf8fH4VpD/WL/vVm6d/x8n6VoA4dfrUvoM10kEcwY9uDWQsDW7SRv8AfDEGtVF8yTb26n6VmtIG3SueWOcmtZEIQ0mMVY0+wvtXm8rTbK4u3/6ZRkgfU9K6OP4aeM5o966SqDHR5gD+VQ5RXU0UJPocpimsAVIIB+tb994J8UabGZLvRZtg5JiIeube5RJCjq6OOquMEGhSTBxa3KlzZgbmj4x1HrVBW25BHFa7yBxn1GfpWVKO4HehiNK3YNApqXtVSxO6Ej0NW8HIpgPam0rfeNJmgQvFGaQ80YoAKKKKACjpRQTQABuaf70wc0+mAmc000uOaQ0gI2BHWm05uaYTxQAGkzzSk03OaAHBsGnhuajHNOFAE6sRipgciq4NPUgUASmo2lPY8UhbIqKSQKpoAr3U2VCg9aS3ZUiRdgeSQ8AngD3qvMwaU46CnQIWl47CgZqoCDjbAe2KdvAYhk2+4ORVIQyDnmm+ZLH0J+lFxWNMFW+6QRSMuDnNZy3Kl+T5Teoqwt2vSUdejjpTuBOWIoMnHSlBVlBBBFN24PWi4EZmGcMpHvXe/D3wO3iFbvUJ28qMRFLZv7znv9K5PRtIk1zXLDTIj891OsZPoO5/LNfUem+HrPSdPjs7LKxxjgnvQB4AVu9A1ae3eP5lbZLE3QitOKKEZv7FWVv+WkSj734etdp8SNBD2kmqxR5uIYyJBj7wA4Ncp4WhvZtMiu7u1kjZ2DKqDqvvWcikdXpcbuq3c4PnGMRru6hAc4/M1rJyKzvtoUZaGVQP9mpo9Rh2BtsmP9w01sDd3clT/j+n/wB1asd6z0vYvtcr4cAgYJU1N/aMAIy2PqDTEWn+6ao6f96X/fNSPqVseN4FVrO8t08wmVRlzQBrBfl5yPSo2Hymolv7c4/fp+JpxuoGBAlT86AKdgP391/v/wBKuMKo2M0Qmuf3i8vxz7Vd8+P++p/GgBjDisth/wATKP8A3TWm0idmH51nOy/2hGxYAbTQB8+A0ueKsCNcdKPLB/hp3FYrA0EntVoIv90Uuxeyii4WIoSeazn++31rWIwvArJk++frSBFnTuLg/SrocFwO+apaf/rz9KsFy9wCexxSsBqzzi3glds42bfzrsfA/wAPE1eCPVNc3fZ3AaG0HG5exb29q42WE3SiEEfMy8evIr6I06NYoEjUAKqgADsAMVniZuOiN8NBS1Zf020t7GFLazgjghXgJGuBitYE+tUrZcDJq4p4rlR1tENyTtrifFHg3R/EUbG5tlS4xxNGMMD/AFrtLpuBWTOetNO2wNJqx82eIvDl/wCGL4292u6Bz+7mHRh/jWEPJ+0MJydgBOF6k9hX0b4r0q31nw9dWs4GdhaNiOVYDIIr5uUFrgB+qnB/CuqnNyRx1Ycr0LNqmzd71aHLL9agjO1xxU65LitTEcx5pKDQelABQelFFAAKMZoooASilNFACjFLnjikpRQAgPakPFLxSNQBGx5pvWpCOKiPBoAaetIetL1pvQ0AKDzTwc1HnIoU0AWFPNPqFTyKlzkUAJITiqspOCe2KssM8VUu22R49eKAKqnqSetaenQ5i8wjlj+lZkcbSFUXqxxXRRIEiVF4AGBQMUKB2ppjUnkDNSE4FMHQ570AVpLOKTgLg+1UpLaSDIHzL1rW4BGOmOtMbBJ5UDOOaBGTHOYzlCQf7p6VdhvY3GH+Rh69KhuLdfvJVUL8+1xxmgZ6x8H9LmvvGkeoiFjY2UbmSXHyhmXaoB9ea9avNdm0W6aC4yy4yjeory34bePmt/s/h+78mG3QYgaNdu85/i9T716zrFlDrejuQA00QLxkfqKAOd1LxANYzDswjrhge4quspVQqnAAwAO1ZsMaxXZHfYOauxDecA1IMtLIzQyZJPymrNpIy2yAHtVENiKT/dNW7IB7dOcHFMC35jd8flVe8ORDwP8AWDtVkQ8feFVrwY8n18wUAWGRD/Av5U3yIj1iT8qkJAYLuG49qGVl64H1IoAo3UEP2m1AiTBfnjrxVw2VsesCflVK+nignt2kkUBWyeabL4j09Djzc/SgC0bCz/59kqjqdpbR2pKQqpyOR9aryeK7PPyITSSavbajaMIzhwRlT9aANA6fZbRug5x2Y1C2n6eW3GA5H+0avN0H0quepoA8UXw1qZ6WzU2bw/qULbWtnJ9hWnF4sxgsZB9DWra+KVlIxcA4/hejlFc5VdA1JulrJ+VS/wDCMaoVLfZXr0K18RxlR5kKt7oavJrtqw4XB96LWFc8qutAvrOzNxcxlF9K5R/vH617Vr16bvTbiMGPZsJwVzXisn+sbHrQNO5a04fv2/3TThkyEgHg80mm/wCvb/dqXzGjLKpxuODQxlm0ZvtcBBORIv8AMV9L2ONo+lfMUTGN1b0YH9a+l9LfzLWKTP3kU/pXJX3R1YfqbkP3atJ0qtD/AKsVOprNHSQXZ5FZM55rSu2/Sse5fmmBy3jLVF03RbiQnnacc14DAhd2mbqxJr0T4oaq0tzHpyHqQWHtXDrGFAA6V1UVaJxV5XlYai85qRfv56cUAYFKD14rUwD6UhNGaTPNABSikozzQA6iiigApKWigAFLTec07tQAUUUnagBCOKYQCDUlG3mgCALimkVaEeTSmAHOKdgKJoU81NJAVPSoCuDQBMnrUoqBealU8UgHMcAmsu5k8yX2FX7iTZEfXFZiAvIB6mgZqWMcdugllIDEfKPQVfW4hcgK3PoeK774VeCIrqRtc1KASoG8u1RxlSR958dwOgr1jUPB+hanbmK5063YEYyEAI+hFZSrJOxtGi2rnzXvyaa36V6X4i+EF3bF5tDufNQci3m6/QN/jXm11Bc6fcvbX1vJbTr1SRcflVxmnsRKnKO5EGIxxnPFICpAAwWxxTmwDz+PNREY+b35FWZg3oelU54+M96tE9z1HFQzNlTngVIyC2uWhkBViCpyrA8g17d8N/GUktoILyUOIyFLMeTn1rxa30LVr22N1b2FxLAP40QkV0Gg6Xr+nW8l+1u9va5CkzLgk+wNK40el6leC212/hhUNtkwgzxg8/1qlJrNxb7DJCvzNjhqyEkiBUStI0so3Fj1JqzbWpdy8+TjgA9qLCOoiu4nt2+cZK+taFnIv2dOR09ay7aCAxrmJenpVtbeDaBsxj0NMDVR93ekuBkw/wDXQVl28KPdzJukAUDADdK0FswcfvpRg5HOaAMHXnuoL93BOANwbdjArnrO8utUci3uHcl9vJ713t1pYvEKzTFwRtO5R0qrpelRWyk26QRlXIHyfrQBiP4bv2kjWecZY4GTmrsfgw4/eXX5Ct+SC7kkjbfC2w5+tTF7wf8ALGMj2aiwGD/wh1kqndLIx/KuXmhOlX0Tbj5Zl2kH6136Xk0hcC0Y7Dg4YV554tlb7ZHlSn7/ADtPWk0B6EzAoCvQjiqzE5qGK+As4swTfcHO32qFtQiMgQK+89F28mmI8St7R54WkUgBah3FTwaAWUYUkA+9GOeapCLtot5KrPA7Db1wasx67e2/DMHA7NWYs0kSlUcqD1xTDzyTRYDoG8Ria2kikhKllIBBrin++31rord7VLRhIpMp6fSudb77Y9akaLWm/wDHwf8AdqRo237ipxnrim6YM3Df7pqxc3TyGOPG1QOnrSAYRlSK+kfDwZdHtEf7whQH8q+bmOEJ9Oa+k9DkEmlWcg6PChH5Vy1uh14fdnQRtiNasx/c3HrVSIbiB6VeAwuKxRuUbnGGzXP30mxWbsATW7eHAPvXJ+IZmj024dASwQ4CjJJ7AVa1YN9TwnXrw6l4pu5idyoxVfwqBRUKRSxyzeejJMXO9WGCD6YqdTmu6KsrHnSd2MYYNN/hNSyY2VED8ppiCmmloxQAUAUoFPVM96AG0U/bxTdtACUUHoaBQAZp3am4OadQAhHGaSlINAFAAODT1HekFPHSmA4dKXtSCloAY4ytVZY8DNXCR0pkgDDGKGBRWpl6UjAA4xR0pAVb5wAFHU1o+FNCm8Qa/a2EQI8xsyPj7iD7zflWPMxlnb2r334WeE30bRft93Ftvr0AgHqkXUD6nqfwqKk+WJpThzSseh6LYQWVnFDbxiOGFRHGvoBWpimwJsiAp9caR3DSvGKxNe8K6Tr9qYtQtUlHZsfMv0Pat2opjjintqJnzn4v8Aaj4Wke5t911ph/iA+aMdgR/WuTDq0YK8g8819UXkaTQlHVWUjBDDINeFeP/A7aTM+qaSuLXrLD/cPqPat6dW+jMKlHTmRwznHJ6VJpljJrGpR2sakqT859B61XEgnjyeOK9H8EaVDZ+GTftkz3LcZH3VBrVs5kj1DQrKDTNEgtoYzsROABWR4tZDoyC4wqmZflb09K3oZitqgVuAoH6Vw3xAuHi0NpS+/bKrYP1pIDn7O0mHipTJsaIA4XP3PSt2eIJevAJYvMHzFA3IrA0vVf7Su1u418qWV1BA56UiOzeNbmMYWUA5cDrVCOxt2/dqParanIFZkL4jUFsmrsJzigZYtjjUJ/otasbHFZNuf9Pm+grTQ8CgCwGqpZ/NHLj/noasKeKracf3cv/XQ0AX4uBSseDSKQKRzwaBFK0Yh58f368/8AF/N9Hnn/AEiu8tD88/8A10NcL4sGbuM/9N6AO5t5WWyhwxxsFUJHJ1u3Yn+BqtQH/RIv9wVQm3HVoAmNxBAzQM8UAoxzS9qQUIkTbS44p1JVgIeFNZD/AHz9a1z901kN99vrUsaLulDNwf8AdNPZSZCWJOOlN0n/AI+W/wB01K33z9ahjQmwyMqDqzAD8a+lNBt/I0y1izkRxKvT2r5wtcC8gJ6CVc/nX09ZoqwIFGBtFc1U6qHUv2w4Jq4OlV4VwoNWFHFZo6DM1E4hJ9K5/DzXUYjTcVYPg9MCt3WQfs7Aetc41zc2jpdW0TTeVIpmRepj/ixV01eSIqaRZq+LPhvpni/TY5IwlrqscYKzoMbvZvUV896xod94d1WXTdRh8q4j7DkMOzA+hr6ol1fTbaxk1oXCLZQxlp2J6YHTHr7V8veJden8S+IbvVbgndM/yKf4EHCr+Vdp57MaT7pqFe9WHHymqoPNNgPHWlpoPNPFIByj2p68UlOHSn0ACKb3p/WjApoCJutNp5GTTKTAUcGg0UHmkAGlHSjpQKaAWnj7tMyBQpOaAJKWmg0vvmgAxmlxRmgGgCCROarzOI4ye/arb9DWp4V8JXfjHWxaxZjs4sNcz/3F9B7ntUtpK7Gk27I0fhj4IbxHqg1C8Q/2dbOCcj/Wv1Cj29a+io4QigYGar6TpNppGnwWVlCsVvCu1FA/U+pNaG3jiuOc+ZndThyomHygA0mRTM8UE4pJFoVmxxVS4l5qWR8Amsyefk0mNISabHU8VxfizVIlspopCCGUqc9hitbWNUS0t2Zm+g9TXi3iTXm1G5eKJyYgfmP94+n0p04uTJqzUImR4b0eXWfEcVmkbGDfmU46J3r23VIYtP0xIokCRKAAoHArzDwbrNvpF5PLch9rKOVrq9e8Zabc2yok0gJUHbtrsaPPudpa69pL26qt9CGCjIL4wa8/8aXRk0e8D3cU2+QGNVYHiuLWH7VcXEoJC4B/Csu4k3XTqCSgGAM0WEjr/CEkcdxbs44D1spZFvFl5dAHbvKZH0rn/CKiXUbSP1kFdzq0P9leIxZKwbzQZXx2NPoMiSDI+WaQHFW7Nbp0VlnUn0YVWiPzfnVzTnARDQBchS+imeTZE5bHQ4q6L2eIAy2bAE4ypzREcnIqefH2VD/00FACG/VAd8Ey++2q9lqFvHG+9ipLk8jFbYAKD6VEYY24KKfwoArx39u44lX86S4voYYWleQbVGTiq2oWkAlt8RIMyYOBVfW7C1i0yaVI9rBeME0CJdPuEmSaVGBRn4NcX4rINwvPSatzyhY+HYbqB5A7bSRng5rlPE05juUViW3HeDQM7+2f/RIef4B/Ks+7uBbX8EzAlU5IFZWl6ncXlttj2qUQde9SLc3UwM3lxt5PysCetIDy2gUhaMdJFpcx45kUU0SFIRmjzIv+ei0peHPEoqrgIRwax3++x9612li5/eLWOxyx+tJjRoaQf9Jb/dNSNwx+tVLCdYJizdCMVYNzbnrIfyqWhmnoVm2oa5ZWqjPmTLnjtmvplIwgVB2AFeH/AAqtoLrxFNdbs/ZosgEdycV7lvG8fSuSq/esddFaXLiD5AKnTkCq1uSVwep6VZjIHU1CNrooammUA9SBWTooWHWXWUhY0XcxPTbnqav6zrGl20bLPfQo4G7bnJ/IV5H8R/EFlqOn2x0fVVc+aUuI4WKllI7juK1pL3jOo7wKvxI8b2+uX0umaMnlaSkm52Xj7S4/iP8AsjtXAqcmm4xTgea7DiHMeOaqY5zVlwTmq5yDSEIOtSKwA56VDnmnZoAnD5PtTgw6VW3VIr88UAWDQaap4paYCGozjNS1EwpAAopKM0ALnnFO6Cmd+KeOnNACdTQODTsUhoAcKccAUwGmyk7KdwHbxnFBYAZzVQsRTkEk8scMSl5HYKqqMkk9BQBf07T7vXdUg02wjMk87bVA6AdyfYV9K+FvDNn4U0SHT7UBnxummxzI/c/4Vi/DnwKvhPTftF0FfVLlR5rDnyh/cH9a7fGWrkqTu7HZRp8urFVeKdilxQayNrjTgVC7c8U53qlPcbRhaARHcz8Faw9R1BLWFnY8AVZu7kRqxJ6d65abTdT8USSLZLttozgyt0J9BQlzOw5NQV2ctrV5da0ZFR/LToCD2rlZdCnTOArD6Yr1VvAGqwRjaEfAxgVSl8L6lBxLbPj2Ga7IxUVZHBOXM7s8qls5bZGyApYYzmobs7xGc8hQDXo934cScFZoHH4YrKufB0RX5DJn0pNO5Ksczp0hkt7tcAfJisID5mPeumm8NalC7iAHafwqGPwhq0/SADPU5qybF7wWxXVLZwMsGyBXfanCs2rtdPFiYp94nrXMaJ4Zv9MmheVOh/hrr7xGaYcHGzFIZlJuHzAE8VPZu0cSgqQRT47CQR5AYVJFa3Ct1zTA1LSVWHB/OrVzIBbqMj/WCoLVJNuGRfqRUskKOAHTODkYNAGosi7AM0bx61mhACMMw/GpMuP+Wn50AJfOPNg9N4rO1yeW4je2RwqY+bI61cnjllaMgr8rZPNYmsWk63TyrLJsbnCjIpAZ1zPqQ02O0eD9wGA3Y7Vi+I4Jbq6tkjG5jxWwdYu7ddrKWXGMMKbDqTfMRZpLjn3FIBmm2s2l4WRQ+R1Q5p8sxjunMW5Nww24cU7+1YnBBsZFJ6EVT/tJ2RI5S+QT1WmB5X5v/TM0GX/pma19qn+EflTgiZxtH5UxXMXeT0jNLub/AJ5mtry1/uj8qPLHoKBmIS//ADzNRV0DKAh4HSsFvvH60AT2MSzSsrdMZqf7NF/cpmm/69v92rR+9UsDpvAV7/Zeq3BRdsbwkyN2UA9TXol141nLKmnwZQIN0kmQTxwf9kfqa8/0Q21pots5XdPfXwhZs/6uNeSR788V1FzeRtNLpsEFzehrrbDPswHGflVD0HTljzxWEopu50wdlynU6D4gFhbzvfTSzXR+dwCPl+pPCD261vW2oavrKA2sItbZxzKR1HsTyfyFZvhvw2lu63GpLHNdclIgP3cPso7n/aPNdknyjAqObsbcvcyE8LWSs0smZJH++xHLVy/i3wDp+paVPHa26RXeMwyKMYb0PtXofaq8igkgjOaSk0x8qasfKF1aXGn3LWl1E8c8ZwyMOc/4VGo719D+LvBtl4isjvQJdr/qp1HI9j6ivCta0K/0C8NtfQlTn5HH3XHsa64VFI46lJxemxnOeKgfJOanblcVEwqzIgf71KozTZvlYEUiMD3oAkKilXIPSggmjB4oAlU08dajWpFpgOqM1JTCKQEZ60UpGadsNAAopxFOC8UYoAbnFNJp5WonXHNADgcU77wqMHil8wKpzQBFOm1Cx4Fel/BnStJk1S4u7yRG1OEA20Dfwqerj1P8q83OdqyyDJbiOP1qxplxdadfx39rO0VzGdySL2Pf8KU43VioyUXdn1uvSnAVw/hT4h2msrDa36i2viFQjszH/wBBz7+tdVb63plzdXFtDexNNbyeVKu7G1sZxXI4NOx2xmmtC/0qNmwKexzyOlQSMBkk8ChoorXEu0VmTygAmp7iXLZrlfFXiC30TS5bqdsYGFUHlj2AqN9i1ZK7ILzUoL7xHp+h/aPLe9lCEr1C9T/KvVbWystOtI7aAJFDGNqrmvj/AE3xHOPGdprU7MXS4DYB6D0FetXHxJnZj5Nm3Xgu1dUIcqOCrU535HtDXFonWZfzqCTUrJQcnd+FeFXHjnWJ8+UqR/QZxWbN4h1u5P7y6lx/s8VdzM90utT0sg+ZDD/wIiuK13V9NjcmD7MuPQ15jJLfSn95LK2fVjURt525KsaLgdPceJkGQu38BWXPr8/lN5bsp9RWT5Eg6rTXRhG3Hai4G5ZareyKrpfsDgcMK14da1Ycnyph+VcTBI8SqRkcVt2NzJKAFRm/ChMDpE8Q3Cj9/p7YHdeasxeJdOJxLHJGfcVmwNIg+fag/wBpgKbdarYQjDvHIfRRmhsDpYNb0yYfLcKPYmrsc1tKPknQ/jXmlzrWnlSFsVJ9elc5da9Mbgrb7oQDwAxouB7p5GRkEH6U3yCe1ed6R4nmFuiSSsHAwea3YvEcy4PmBhQmB0xg4qN0WNSWYD61kL4mfHKK1Qza7DMf3kZGe+KYBrphbTJiu0sMc1w99LIgV43Kvkcg1108FpqcQRLoxc5IPeq0vhQTD91cRt6bjUsDJtS5YbpnBIHQ1pPayRRFzLlepBWnp4V1GOQOJYnHpmrk8GorAYJLUOCMZFCA8sVM9BThH81NglVxjofQ1ZC/PVAR7KXbxirAj9qPLoAqPH8jc9q5tuHP1rrJExC/0Ncm33m+tAFvT+JmP+zVxqo2PEx+lXTUyGizb3nkwNbyrvt2O4jurf3gexr13whaRzwWepwSZtYV2xoDwHIwxx614u4/dmvZ/hgn/FCOobJjuGyPTODWNRaXNqT96x3scnl3MTds81scDisDkqB6VsQuZIEbvjBrE62iyOlRuO9KHGKQ8nrQBC+QCOxrE13QrLWrB7W8hEiN0OOVPqDWzM4X5c8ntRt3LQnroPlvufM/iPQp/DmsSWU5Lofmikxw6/41kMueRX0X4v8AClt4k0p4JAI515hmx9w/4V89XltLp99PYXI2zwOUcevvXZTnzI4a1Lld1sVWQSDBFVXjMTH0q/tyKNoxgirMSqjE1JUojTsKCvFMBgqRaj5zT1pAO6miil6UAN2inUi0tMBQaQHc2FBY/wCyM/yr0L4f+AItdhbU9VV/secQxA7fN9WJ9P516zZeHtJ02IR2enW0Kj+6gz+dZyqJG0KLlqfOlnomq6g+20065l9xGQPzNdBB8MPElwAZYre3B7SSZP6V7wsaxjCKFHsMVYhgUfMeT71l7ZvY1WHitzxuz+C902Gu9UVeOkUef51h+PfBEPhRbGWyE08bApI8nP7zrn24r6HI4rl/HOkvrfhm6s4l3SkblHqRQqrT1HKjG2h87adp0mo3kcW5VMhw8rHCoP6D+dWlSWDVJLGzaKd43KecB8p9fyxU+t39vp1rHpWmBw/lhb6RxjzJfQDsByKxgTZpbqzulvJw7p94rn5sV0N9UcVm3qet+GfDGiIv9q6p4ht1WRCsgEoX5h/dHr71haimjzww2OkarDDtna5l3yZMr88lvZRjFecxxxXGspHAjmB5gFRucKTXTjSLS40+GMaftmuJhsud4XeeQVUeg7ms5z6GiR2Hgj4pxaXpdtpmrtPM3nMGuW5Coen4CvW5ZfNiVkYNG6hlYdwehr5NltysxhjJJ6c9GOccV7F8PPGV3ei90bVZA1zahWjPT5R8pUfTis6kVa6N6NS7szu724SCJmdgqqCSxPQV87+OvE7eItZfyWP2KAlYh6+rfjXY/E/xcwjOj2knzyjNwQeQvZfxryREaVwqjJNOlDqx16n2USW7BJ43IBCup/WvrP8A4V54f1OxguI4WhaWJXyh45ANfKVzCkECKPvZ5PrX0tofiO8tdIskDllWBAAf90VscoXXwnCZNneBv9lxWHc+ANZtMkWolX1Q5ru7fxl0E0X4itS38T2E3Vyn1pWA8dk0G8ifEtvJH9VprWdtCCJ7hV+rV7rHd2N4uC0Lg9jWVqHgrw9qmTLYx7j/ABJwaLAeGzzaTE5LXO/HZRmqUmr6ZGf3ds8n+8cA16pqPwZ0u4y1jdywHsDyK5HUfg5rVtk2ssVwvYA4NDA5GTxCdu2KzgRR0+XNU5NavpOPOKj0UYrQvfBPiGwJE2mzYHdVyKzJNJuoQTKhTHUMMVOoyu9xNIcu7N9TTQxqTyok5dxx705LqwhGXO4+lAEJ3NwBmsuJTJqyg8jfWtea3GYmjtIQhPG4ism2JWdZCeQc5oVxM6HyzE5q7Bc4+UmsV7pnJOetOiuD60K4HSLcAng1IJyOjViQXJJ61bEm9CucEjFWBqpcHvj8qmW8dehxWLGkyQyYbnA21NbvIfMEmcg8ZoA201aaMf6xvwNWF1+dBgSH8awweKMUAcvfaVJatkg47MKrR3DRMBIMj1rvZ7ZZVIKg5rntQ0I5LQD6rSArxMsigqQRUpjFYgE9lKcAjB5BrTtb9Jhg/K1MBZlxbv8AQ1xh+8frXbTtut5OnQ1xLfeP1oAsWXEp+lXu9ULT/W/hWssRjVZHXqMoD/F7/SpkNDDHsUGQcEZx7V618Jr2KbT9SsxkAyg8+pX/AOtXkTlnJJySeSa9D+FzmKDUWQ/Os8bD6YNRUVoGtF++esFSAeDwtaFs5ECL7VmxyuTlsMjd/Srtu2IYz14wa5TuLo5p5OBUKnHFSMcLTDlM+ckOST3qaCf5cGob3HlOSe1ZOgatDf8AmwrKGkibDDvilbUtLQ35Rujb0Ir5x+KtvJZ+N5ZVGBPCjg+uBj+lfSAHyYNePfGTSy9nZ6mqcwSGFzj+FuR+ta0naRhXi3A8jgvscPV5ZVYA561kvCG7YNRhpYTjJx+ldZ55uZHajrzWXHfN0arUd0rHG6ncRORz0oHWk8xSOtHmAY5pAPHTpzSim+YuM5pjTAdKYEp4Ga3vCPhm48U6uIFBWzhIa5mH8K+g/wBo1T8NeHNR8Uah5FqhWFSPNuCPljH9T7V9BaFo9l4f0eGws49iJyzH7zt3Y+9ZVKiirI3pUXJ3exctIY7G3jgt0CQxqERB2AGAKuLIWFZzStLcCKPr1PtWlDHhcVyXO7ZEqLuIFT4CimxgAfSn5q1sQxpOe1QzLhPpUxqGVu1J2Glc+f8A4qaNDpeupcJHg3alwQepDfzriY4buRrtY4ifKXEhYfcHf6V638ZdNku9MsLyIDdbTFWPorf/AFxXmNkBc6wYLhyltcSoZjkgf/XreEvdsclaFpC6NHcadpFzrBtyXVkjt2deMnqfy71v6Pe2fnNe6/ZyyKf3dtGj+Xknk4B6D6etbuvs+oxR6dpqqoiYvcXJH7uKJABkAdSKxU8M6hJDa6l5xv7eSaWBJHQgwZ6O3pxk47Vm/eXvaE7bB40ttFWyD6Fb+Xtx55Vi6x/7O71BrK8Oagia3f6xtZEtbIuwB4ZsBefqaseLtPTQ559O0+8eS3ZRJMrNnGPu59264rhyzr3IBHIz1rSEbRsJztK6FvLua/vJbmdi0srZJNXLWHyY8n7zdT/Sore1AfzG/Aehq3mtkjNvqNaMSOCe3SvXdM8S6XLZwQ+eI3RFUh+O1eSr15q8BwKTA9ljmilGY5UceqnNKSw6V49Hc3EBBhmdD7NWva+LdUt8BpRKo7OKAPTEuZoiCkjA+xq9b+Ib636TMee9efW3jiJji5tiPdTWvb+IdMux8lwFJ7PxQB6Ba+OJ0wJow3vWtB4xs5TiQFK83SRZBuRgw9QaU560Aetw6tZ3IG2ZCD2NR3WlaVqCsJ7SCVWHJKivKBPKpyrsKt2+t3tv9ydvzoA6DU/hL4Y1HcyxSW7HvG3FcfqPwJIy2n6mD6LKK6S38Z3kWBIA4rXtvGtu+BLGV9xSA8W1L4UeKNPJK2izoO8TZrmrjRdR09iLmyniI/vIa+o4PEVhP92cc9jVpzZ3ceHSGVT/AHgDQB8mAnHIwfelRipr6Xv/AAV4c1EHzdOjUnvHxXLah8HtJmJNldSwN2DcilYDxmOQir8MvSuwvvhHrNsWNrLDOo6AHBrn7nwrrmmk/aNPmAHdRkUwFikyvWpt3FUUEkZ2ujKfQjFWFemBaGCKUdahU+9TR85oA1WBU4IwR61A4yT0rpL2wS7jJHDiubuY2t5Csgwc1mmBl3+nR3Iy2A3qK5i606S3fI/Aiuvdx61WkVJFKkZFVcDlBdSRxvHIMgrwa54nLH612t5pYMUkowsYHLNwBWAtnAgDKpZgfvP3/CmtQItPt0TM1wCR/BGP4j7+gq7JK8zl3OSeOOgHoPamnJJJOSepNIBTSAOortPhnMFvtShJ+9GjAfQkf1rjeRXUfDklfEVwgH3rcn8iKmqvdZpR+NHs9sM7VPOUzVqA4ide4ORVO0kG+I9f3eKuMnlqH7MK4T0raFiF/NKjvVtuhFYNrfLFc7Sw64rZjfcp9TTizSa6lDV5vI02eU5wkbMcDnGK8a0rx7bHx1ZtaQCG0kQW8rkYMhJ4Y/Q17XdLviZCMqw2sMdjxXyjrlr/AGZ4hvbaPKiC4YL6gA8VtSinc5q83BJo+topRLEGBFYHivSI9Y0W6spOBMuFPow6Gs/4c+IU13wvBKzg3EY8uYf7Q7/jXVTp5kfTNZ6xZqrSXqfK17Yy2V1NaXCFJ4WKOpHeqbRdjXq3xS8OsJE1q3XJUBLlR2HZq81Cl+iMf+AmuuEuZXPMqw5JWMqS3/u8VCyuhzz+FbUlpIoAMTc9sVH/AGbcNj91tz61RFzLWdwOtSi7OORVv+yp2bHknPrSNo8oOd0aj0ZxTFoQJchyAAcnjAr0Xwz8LdT1aOK+1QGysThtjf62RfYdh9a5zwuItB1y31C6hs7vyslIpJwFDdmP0r04/FhmiYFdKg3AjLTs5/QVEr9DWmobyO80vTLLSrKO1soEggjHyoo/U+p96W9uljUgdfavMr34mhQiR6nZMMcmOBzj25rb8FanL4nvWv8AMhtbb5QzrgPIfb2Fc0oS3Z3Qqw2R3enWphiy/MjnLH+laQXatR24GOKnYZ4pJaFPUbEd24d81IeOtVGZrecMOUYYb2pPO8zvmi5NtSV5s5AqI8KWY0EhVLHoKpS3KucsSIx+tSWjP1fT4NYt5LS6TfBJ1FeKeJvDF1ol82wFI8ny2PIIr3abWViUKlkenBNYGslNRs5ftsYWNlIXjoe1VF8rM6kedWZ49o3i+602N7eFIgkq+XKP4tuc4GenStjVviYLnTb7ToGlFtLIjx+Wu1unzZP6ViXmkxLKzeUN2e4rntYt4rdkKqVduoHT610KSZxSg0O1TU0vH8uCLyLVMbYt2STjqx7mst5CWJP3j+lNLjHHWmA85rQzNG2mVbUxY+cvuJP8hUxcDoayQT60pY+pouBpNcrGCScnsK1kOY1J9K5fOcV1aD92v0FDAkt7WW6fZGhY+1WptIeBc3EM0IPRyMitvw68dtBvDIZGPQ9q2dU1qRNMlV0RkZdpBWsXJ3KS0PO5YmgfYxBHZh3pB0pt1KDIQpwvYelEeSorVPQksQ3t1b8wzuv0Nadn4u1KJ2WQrKo/vCsjbxUKf66X8KYHbW3jGB+LiBkPcqcitODWdPuseXcKGPZuK86pCOaAPUshhlSGHqKaWI+teaQ311bHMU7r9DWpB4rvosCULKPfigDtvMZehIqaLU7qBsxzOPxrl7fxZaScTxtGfUcitSDU7K5H7q4Qk9icGkB1Nv4tv4SMybgP71alv44BwJoh9RXFYyMggj2ph4NFgPT7fxVp85A8zYT61opf204wsqOPrXjxcjkHmnx3k8RysjD8aAPVLjS9Mvsiezhf32jNc/feBdFmLNErwnP8J4rmrfxNfwdJSw9DWnD4xduJ4x9RSArXXw6mUbra9V/ZhisuTwpqtruH2fee205rsYPFlm4AYlavx6tazMrJOv0zQBy4mI71Wu4obpcOBn1qB7lB/FUD3ac4JJrMoyLu3a2kKkZXsarxIZnxuCoBl3bgKPU1rzTxNbySTlUhQZZ26CuH1fVxe7IIQI7dSdsefmY+rf4U0mwvYTV9T+3SqkRItYv9Uvr/ALR9zWaTnmmk0oJrZKxO4tKOKQUtMQueK6/4aIG8SXWf+fNsfmK5A8Cuq+G0rDxkiL917eQNms6nws1pfGj1E3H2eW3k/wCWTghj6GtqOTzI8E5HY1kT2LQl43GYpTlfY9xVjSmZA9rKfniPBPde1cNj1E9LFXUrIo5nQFcHORWvpN758Ko5+YfrViS286ApjIPUVzqxyWOoeQrsqucoM9+4p26kpt6HWyICuK+e/iz4Xm0vxA2qxqWtb5s5/uv3Br3y0uRLCB/EKo+I9Et/EGi3Gn3CAiVDtYj7rdiK0hLldyKkOeNjwX4b+Jl8Na95N02LS6AVmzwrdjX0bZ3MV3DvjZW4z+FfI+o2U9jeT2k6lZrdyjA+orpfCvxI1bw4ViZvtNsvRHPK/Q1tKF9Uc9Gtyrkkd38aNcm0+40/RrXCwyRfaJv+mhzhQfb2ryWTWNQm4a5YewAFbXjvxXF4x1uC/hgaEJbrEyse+SfyrmDxWkdEc1R3kTm9uj1nkPf71RNcTNy0zn/gRpoOaaetMhIXex/iY/jTevWnDpSZwaYC4UdqQ0rc9Kb2PtSuMsWdnNf3sFrbrummcRoo7knFfUnh/RYPD+jWunW4Gy3TBI/ic/eb8686+GvgJtPv7DXNQlRnmt2lt4RztPqfoD+terSusSnPHtXPWl0OzDQ6j0uBFyc/Sp1utwzjFc8puLi7yH2rnpWusTIcE5rG7OySRJLK0v0psRROWJA9aeFXkk8CqM05uJvLj4iXqfU07iUOpJcT+adqn5B+tMVdoMj4z0A9KfDbg7juHHrSMgZsuwVB1NIkrMnmZZzhR1JrMuIhe3A3DECdB/U1cnuvtT7I+IAcD3qjqV0trZP8wBI6+gpiZx/i6O3lhNwmyNIvlyOM+9eOapd/bL13UnyxwmfSun8ZeKPtzGwtmHkqfmYfxVxnU10U42V2cNad3ZCUUYp6IWOAM1qYjACTgUpVh2q5DatkswwO1WPJHfmgDMRSzAAHrXYqg2KPasRI0UjjFb46D6UARlSnzKxUj0NK1/dGIxPIXQ9jTiMjFQkUrICsYkLZPWplAVcCnbATT/L9KLAR1XjGZ5fwq0VIqvED58v4UwHEEUcU5utPtofPuUjx940m7ARiLcMkkD2XNI1oxQtFIsmOq969DsorC0gVTbbmxjJrB8SyacxRYLcQXA5Lpxmsud3Kschu52kYNSBiOnWoZWLOS33gfzp6HIBrVMkuwane23+qncD0zWnB4qukwJo0kH0wawsUEUwOvh8S2Ux/eh4z9Mir8d5a3A/dTo2e2a8/I5pQSvIJB9qAPQ9vFIVPrXCw6ne2/wDq7hwPQnNaMPiidMCaJXHqODQB0+SB1pyzOvRjWPD4jspsB90Te9X4rq3nGYpkb6GlYC20mD1FVrm/gsrc3Ny22MfdHdz6Cquoanb6XAJJvmkb7kWcEj1PoK43UNRn1a6+0TthF4ijHQD29qzUblbE+p6zf6o+Dujh6qgOFHv7mqccWxtzHe/qf6U5Bx7nmnitkrEhilFFLQICaKaaUCgY48iuv+F6FvGyEdraQkflXIFuK6/4X/L44jO7H+jyZ9+lTP4WXS+NHt+rQgW6t2BBqhPCYWjuEwTwpPtWtqGJNPZcgtiqVli8sNjYJIKn61yNanpdC3bSbkHrXHfEOwvW0tL7TSRdWcouEA746j8q6DTZfLdoXzlTitC/h8+yZR1oiFjlPCniCPWtLivY2AL8On9x+4rqROHTB6143DfQeCfH11YTN5WnX6rIvpG57/TOa9ItNTjlA2yKwPRgcg0pKxUHzLzRwfxT8GtOX8QWKkyAf6TGB1A/iFeLOgVyOx5Br64AS7jKMAwIwQe9eC/EbwcdB1X7RbRsLG4+ZTjiNu6n2ralPozlxNH7UTg0G3Ip55oKsoIYYNMJrc4h/QUdVPoKaOlOQ5IVvu0ALsxHuptSOwxjNRHrxTEhTXcfDjwafEuq/a7tCNNtWBfj/Wv1Cf41y2iaRc67rNtp1qP3kz43Hog7sfoK+ldH02z0LS7fTbFQsMK4z3c92PuayqS5VY6KFLnd3sEBOmrGpO9onYxp0464/wB0dABUaa9Y38E7GQrNCSssJ4ZSPWo9cgF5aMqSNHKDlJFOCCK808W+MYIvtOn2qZvnjEbvGoCBj1GPb+tZ351Y35fZO/Q9O8P3L3qNeFMQyP8AufdR3reeTBJzxWd4esXsfDmnW8+fOjt0Dk+uKlvpHSFljIDEHk9h61k9DoTu7mfqevQW8v2cygOeoHJ+lTWlwEgLkEEjODWRpWl2srtdD987E/vDzk+tbZjjt182QFtvRfU1Ni276DZInkChnZSecKelQTySsDbqx8scM56tSC7YOxcfMf0oz5ceZCNx+Zj6UCshhIiXsMCvJvH3jHzHewspOejsPSt3x74q/s/TDBbti5uuE9VTua8ejJkmMsod8nJOM5ropwvqzkxFW3uoIrdpDvfOP51O1rG+McY9KX7QuOVb8qPtQHRGP4VucQxLEZG5sj2q3HEkYwq4Heq5u8dIn/Kmm5nfhIiD70AXWdVPUVBJdIncfQVCLaeU/O4Uegq1FaRQDIG5vU0wKLzu7BQCAefrXVxkmJM9dorEZELpIVyQMCtyNWWJdxzwKQC9aYV9qkFIRQBFt5pwHFOwKKAGMKrxj99L+FWsc1XjH7+WgBWQGiNpIJBJGcMvSnkUlAGlD4kuIsCaMOPbrVPWL2HUTHJCpVwMMDVYgHtUbRjPpUci3HdlExStKTgYqxHHtXmpCCDwaB71aENxiginHmkPFADTTTTqQ80AMNMK81KaYaAI2FCsyHKsVPsaWkIoAyJLu5mk8yW4lkk/vM5J/OmedLnPmvk99xplFAEnnzD/AJayf99Gl+0z/wDPaT/vo1FRQBJ9om/57Sf99Gl+0z/89pP++jUVFAEn2ibGPOkx/vGj7RP/AM9pP++jUdFAEn2ifGPOkx/vGpbfUb20nWe2vLiGZRhZI5WVh9CDVaigDYPizxIRg+INVIP/AE+yf40kfirxFFny9e1RM/3byQf1rIopWQ+Z9zW/4SnxDuLf29qm49T9skz/ADqT/hL/ABNjH/CRavj/AK/ZP/iqxaKLIOZ9yzeajfahMJb28uLmUDAeaVnOPTJNSwa1qtqoW31O8iAGAI52XH5GqNFFkHM+5rr4q8RJ93X9UX6Xkg/rTLjxJrt5C0NzrWozxN1SW6dlP4E1l0UWQcz7jvMcjBdsfWutS68MJ8OzALaR/EclzkzEHCRj0NchXQaXcpZ200ZtoZDcQ+WZZBkxA9SvvimK5j0dOaVsbjt5XPBpKAClXk4GSewpprtvhloSar4i+2XSBrSwAlcHoz/wj8+fwpN2VyoRcpWR3/w78I/8I/pZ1G9jxqN2nCnrDH1x9T1NdNeagtuCzuFHdvT/AOvT7u9BViDz3rzTxp4oa0iaCBh58gwvOceprk1nI9KypRLXi/x2tvaTWtm4WZxtQdWX1Y+lYvws8J/8JDr51O+BNnZMrtu/5aydQv8AU1ymg+H9T8UamILSNpGZv3kzfdTPcmvpPQtEtPC2gQabaciMZdyMGRz1Y1q7QVkc6cq07vY055SOAa5nxDdzTImnWhDXV4whQdcZ6k+wGTWnd3flxMxPPaqPhKE30s2uyj92wMNnkclc/M//AAI8D2FZJX1Z1S00Nu3sYdOs4reAYjiUKM9TjvWPruprptoZthkndhHbxL1kc8AD8a1769SFDuPAHT1rF8P2ra1q7a3crm3tWaKyU9C3RpPw6D8aFqxN2JtO0a6t7ITajN5t443SKPuoT/CPpXOeMtdj0TSXuZzksdkMXeRvf2FdlrmoLaQPuYLxyxP6187eKNcl8V680gJFlb/JEPUev1NVThzMzq1eSPmZUst3rt7Jf30hdmPU/wAh6AVcUKq7VUAUKoCgAYA4AFKRxXWlY8566kTKvfFRnHYCpSKaRTAj2nggU45OSeppwpO9ADcY5okb5eKRmpp5pAOOdi4rfAwAPasFAWdVHqK6Ig5qWBGVzTSlSkU0ihAREH0pMipcUwrQA2q8X/HxN+FWNpzVeLi4mz7UXAnIphFPBBpCBQBGRTTUhFMIpgRlaXFOxSGgCNlppB7VLTSMUAREY6imnGamprKPSgCI001IV460zkUAMphqQ4ppoAwKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKmEzhAm47PSoaldQqqR1IFACea2MYFN3mg0YoANxPevSvhhqun2VrqcN7MEZ2R1UnG4DNebbRTsbRkE5qZK6sXCXLK56d4n8YRWUpWymEm/PyA5wPc1xWkJHr/iW2i1KcpFNJh2HUD0FYZJLc1JExV96khl5BHrSUEti51XOVmfRunx6b4asY47SJILZTuYZ5J9Se5rai1q1vgBDcxucZIVgcCvnw6xf3dsBPcu4Ycgnis99QurJzJbStE/8AeXg1j7NvqdMayj0PcNU1CDV/EMXh6C4GXO2dlPKIOX59TwPxrt55obG0SGJFSNFCoijhVHQV8t6TrF9Y6pHewzH7Qrbt7ckn3r1SXxdqUmnRTsIS7k7vlOP50SjbQunLnd2aHijXV+1WmmxzBZ72UJ15jTPzN+WcV3tleWcOmQwWhRY0QLGgPQDvXyzrGrXmoa1Pdzy/vi33l4xjpio013VYo3RNQuFV/vAOeapU9DL26u9D0P4p+J5bu/TSbOcMmMylD39M1xFvEIYlQD6/Wqenr5vmyuSz+pNaS1tGPKrHLUm5u7JAKRh6UtB6VRmRmmmnmmmgYxjgVGWJqVulQ96AEPJGBT9mBSJ1qQ/doAfZxeZdKOw5NbwI9ay9HUEyufvYFarKKlgGKaw5pqsc9alNICIjmm4qQgU3FAEZXvVWIZuJvwq6elVY/wDj5m/CgBxWmnIqVqYaYDM+ooyMU7ApjKAeKAGkc0ECjvS4oAYRSHpT8UhoTAjNMNPPWkNMBhFMIqXFRmgBjAUwr6U803tSA//Z", "path": "001070.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.
001071
Men Tshirts
{ "bytes": 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", "path": "001071.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.
001072
Men Tshirts
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", "path": "001072.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.
001073
Men Tshirts
{ "bytes": 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", "path": "001073.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.
001074
Men Tshirts
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"path": "001074.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.
001075
Men Tshirts
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", "path": "001075.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.
001076
Men Tshirts
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", "path": "001076.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.
001077
Men Tshirts
{ "bytes": 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W868hkbH4H1Fehp8WNR1O0W1u3jtpMYMsYIDf4V5kT8wFNXg1nOmpqzNqNV0pKSV7Ho7zmX940nmlv4i2f1qJpCB71xlnqU9ofkkIHcdj+HeugtdXhuSEkHlOe/Zv8K82thZR1jqfZZfndCp7k1ys0QCRzS+g7UKOOaTJzXG9Nz6KEoyV0JbDyy4P8TZqxu25zVdyQmR94VIr+Ygf160dAa1HMcdKmtb2a1mEsbEMPwqvjnr+dVpr6GKYQId0zde4WgyqwjOPLLU9B07xvCqiO9RlPqozmrv/AAm+nF1TZMAxxvK8CuS0zwrqmoaSLy2CFGyyiRsNJjrj2rHklyroUKupwUbqCDyDWjulqeFHAYStOSpvVHrkF7BdrmOTkdanUoe/PrXlFh4hki1GCIOcH5Xz/OtLWfEkl1m0sywj/jcfeY+g9qVzzVl851HGOyPR5ZkiTLsAPWuX1nxTb2iNHblXm7c8CuAOo3bKUF3ME6EFzxVWG8jlnaBiBOvIyeGFQ5XPUoZMoO9R3LV1cy3c7SyuWdupP9KhAAFKSM9TRyeRUnv04KKshOpprkFxEOucuPanFhEm49B+pplupG5m+8xyaCibscdM8ClA2ng49qAOetL0phuTQXDQurIxVgchlbBFdlovjy6swsd8PtMI43rwwHuO9cOSc9aQMQQR1q41HHY4MVl9HEK0ke8abrllqkQe2nVvVTwR+FaYavn60v5rSYSxytG46Mp6V3Gj+PpkCx36ean/AD0T734iumFdPc+WxmSVaXvU9Uekg0uay7DW7DUUDW9wjHHKk4I/CtIHNbp3PElCUXaSsPzRSZzQKZItNf7jfQ06mv8Acb6GgB1FFFABRRRQAUUUUAFFFIehoAO1Y2ueJdL8OweZqF0kZI+WMcs30Fcj4++In/CPO2naeqPeYG+RukeR0x64rw3U9Uu9Su3ubud5pnOSztn/APV+FbQpN6shz6HoHir4vahqHmWujJ9igPymU8ysPbsK8zkkeWRnd2d2JJZiSSfc0zJNB966IxUdiLid80hJNBPHHSgAmmAm3ijGafim9DRYVxjDmnR8AjvSHr70KQsgY9KAHlexpm1T1GKUzpu6Mx9qYZGP3UA/3qNB6gyKo3E7R61GJWmOFO1R+dOMRYlnJY/oKEXa3ApagB+UbChI9MZ/Su5+F+rJY+IWsmIEF6uz2Eg6fp/KuSgliVJt3EjgBGz0x1FNguTZ30N3AcPEVcsOhI64rOrDmi4mlOXLJM+j7mbjavy+tOj/ANWBnj0qha3Av7S3u0I2yosn5ioPEXiK08Oab9quiDKw/cwKfmkP9B6mvBjBylynrOUUrkfinW7bQNKe7nG92+SGLvI3+FeIajqt1q94Z7243v1C5wB/uj0qbxB4ivNdvftd/KFAGEjXhUHovr9a52REupDIM4HCkelevQoKmvM86rWc3boanBHTFQvwaooLmH/Vy7h/darcU4l+Vhh+4rqUrnNZjwD1p2fUU5RhSKP4unWqAjc/vOKUGmFslj70ozmgCUGnBjTB7UvagDSs9XuLPgNuj7q3IH09K3rLUYL0lUDLKBkoT1+hrkM1JFK0UiujbSvQjtXPVw8ah6mBzavhpLW8ex2xbIBHPvTUzE/co3OKqadqKX0YRiqzjgqejfSrv5jtXkVKcqbsz7zCYylioKUGV7hppoyoby0P3gp+b86jSBI4owFwEP5/WrhUYx60zGMj161B12R3Wj+M9NtdEgiv1mWa0GIwoOJPTv8Azrib/UFvLu6u9uDNIZNo7VGhVV2Htmqcdoz3ZnLYiH8A/jq51JSSRwYfAUsPUlUjux1vD5cplk4kbhe+1f8A69PKzRP5yXDxE9ADg1OwZcl2VM1Wk2sMhS3uayO2NOK6bkbSks24szE5Yk8mqz6f5rrKW2uOVI7Gr8UBGCxz6e1TbB6iki3FWsyGCd3wk2Fk/vDo9W8bVLH5QO9QmMY6UMu5QpJIHamJKxGT9ofPRB0H9anGccU0DFP7UIYU4U2nD7tUAdjTR2oOaPSkIUd/rTlODwSDSYox3oE1ctwXcsUgMbsjD+JDg10Gm+PdSsSsbn7XGDjDcfrXK52qTk5PSkJ2qPU9auM5R2OGvgaNZe/E900LXYNcshPCCrDh0J5U1rivDvDuvS6RqSTKcxHh1zwRXtVrcpdW0c8bbo3UMDXbTnzo+LzLAvCVLL4XsWaa/wBxvoaWkf7jfQ1oeaOooooAKKKKACiiigAPSsbxJrMeg+H7zUpcfuYyVH95uw/Otg9K8X+MXiEvdQaLDJ+7iHmTgHgseg/CqhHmlYmTsjyzUL+e/uZbmdy0sjF3YnqTVPOKcxw2Kaa7UZCGk2k0Dk05jxTC408cYpQcDrSdetGKQC5zSd6OnWkzn60xDScnApQM9aCMninAcUDE2qBwKXaPTmlAooFcD+lAC5/Cl2gjrTcfNQA0crg+lB+bj8KXOOKaxx09c5pDuet+EvEFvaeA0urx/wB3Zlo29W5yq/U54rzLX9fudY1KS+uyTI5xFEDwo7AVTlv5ksBabz5JfzBH2LEYyarJCwy78yN1Pt6Vy06KjJvqzedVySXYiFu0zBpzk+nYVZVABgLgU9UAp+0V0qJjcj8vjGOKTyQx6Y+lTYpRTsK5CBIo65+tBlKggocnoamxntzTGU5osO5GqHFOHuKXB65o680WFcMmlzmjAx70oWmFwzTgeaAuR3pwTvQFx0cjIwYHaR0b0rpNP1dZ8RXBCvj5ZP731rmDkHrSoxVhg85rOpTjNWkdeFxdTDTUoM7rOR/hTce1U9JuPPs1jJy8Yx9R61erxKsOSXKz9GwOLWJoqoiq+XnRQTjdz+VbGjaRPrOoLawFY0UF2kboiismLmSVuvOBWxomstompfaBCZ42QxyxdCVNRC19SsW6qpSdL4uhJrnhifRGilnmS4glJ2Sx9PpWKFDTY4wveuj8TeJ49Ys4bW0tvs9vCSVVjyWPA/Cudi4Vjjgnj6U5qPN7pnl8q7or2694dSd6f0pBjNQdwlKAM0tJ0FAhpHNKOtHWlAoGJinHhaD14pG689KACgdTSdDS96YDsDHvSYGcUZzQThST0oENPzMBngUrHOelM6FR3I5+tKxxxSYrCKwDnuK9W+Heqm6057KRsvAcr/unp/WvJs4xgV1ngS/Nn4iijJwkwKH61rRlaR42c4dVcO3bVHs4pH+430NJmlf7jfQ13nwg6iiigAooooAKQ0tIaAK95cpZ2U9zIQEijZ2J9AM18ra/qUuratdX0xy88hf6Zr3b4qax/Z3hR7RGIlvW8oY/u9T+lfO8zlpGz0JrporS5lN6kZOVznkUp5HFMB+YjsaVefl9K3JGqcL75pX+8BTR1Ue9K7YLHuBSAaH+Yj0pwJJpkYzjP1pw4BY9KBik54pB1oHNPA74oENxilHtQR7UAc9KYC5OaSnEetJ+tAg7GlGOKBxmg/SgBrYy1Qs+ATjOBwPepHPzGoyQDtORxkH3qXsUhYoFZ97fe96nKZbHpThtkO6NCi4HU5z70HO48800iWNC8UuKdg+uaT6imAgopwFGMmgBKawzTunajrQBFj1pQCBTiMN0oJ4xQMSlA5o9KXvQIfntQGpiHJozyaAHMBjNRr6k49Kfjdkdh3pg5yaTGjW0i68i6BJ+T7p+ldM3y5riYG2tXV2c/n2KEn5l+Qn+tcONpXjzI+n4exns6joy2exNbJlTz1Y1KYzn7+QOlOj8uJdpbB6c+tOIUnpkfWvMtofZplaXKrnORz2/Kli4jUegpbpP3WB3IHFCcqOKgodj3oxilwaB1xVWGFFLTTQIMUUq9aO5oGHTmkJ9aU/dpAOB70gDrQTinYxxTG+8BQwHL+tJJ95U7E5p6/fHtVcSbrx/RFxQIHbNyfbrTnOcelQwkvKze9Stw2KQMbnJGKvabO1rf28ynlHB/WqJ4X0qSJ+mevamnZnPXjzQaPoe1mE9vHKOjKGH5VM/3G+hrD8KXP2rw9aSZ/g2/ka23+430NemndXPzarDkqOPYkooopmYUUUUAFIelLSGgDw/4xan5+v21kG+W2iyQP7zf/qryh+5966vxzffb/FupTb9w84qp9hxXJScOfeu6CtFIwerGnhgaCcSZpWGUU1G5+ZWpgOzyrDpmmyH5X9aUrkEdjz9Kb985P1pDJB90AdaJDgbaTPU0ijJ+amIdGMjNPPfvSFs8DgUoUgUxC0UpHFGO1ACE5oHyj1pRxRgZzzQAU0nnFOwcdaACOaAIZBzx7CljCtI3cUpOZPxzToe/FIB4G3gZwKXHGeKOin1pVPy9KoQgYA80obnpSHtR1oAUkelBwRkUdvWgflQAmDnmlxx70uO9A/zmgBrUhwR05pW6VGrEk80hirhlOOoqMSYfa1KxIjbFV3biNvXFJsaRaVsEj0pVPGetRZ+c470/JVc0ILDlbGVB4FHQVHGCfxP8qmIAFMNgVhW5o0370xZ4cYFYI4OauWcpWVWHBBqJx5otM3w1V0qsZrodj5kRyCvf+IUu2J+QPyNHmLIocgNuUN+dN8uM9U/KvCkrOx+nUZqcFLuNkGXC+gJ/wAKRM7RipPLUD5Rg+9J07VFjZBzRjqaU0nSgYmaXqOlB4o6igBMYoNKfSkxyKABunFA60p64pO1AATjNRgktmnnmmp39jUgSqdoJPYVnQtmKeXu7lV/Cr8zbLWRvas9FxBBD3C7j9TzTYr6lq2GBnvim7izFqezCOAn14FRoMID680hscTk8ilB+fHpTd2elAPPqaDN7HsXw6nMmgGM/wDLOQj8K7B/9W30Nef/AAxlza3kRPAZWH416A/3G+hr0qb91H55mUeXFTXmPoooqzhCiiigApjsERmPRRmn1VvpFhsbiVyAqRMxJ7YBoA+VddmE+q3kq/daZyPzrJfnB9qu3zB55yMffJH59ao5ypFd6MBAcoVPaonGePUcfWnfdahh2/I0MZGHPynr2p2cnIqN+jHseG/xFMEjbeeGX9RU3sMsL15oLZ6Dp3qCPcIgSTkt+lSBS3TpTTuInjYkVLu5qJOMAdKkwM1SJF70oHP1oGBSZzQIXtSZGMYpc8Un1oAM+1HvS00sBmgYwbS7N2AqRML3qNTkN7mn59qAHEg9OaQDA560hI6ilzyABQIfgHFJgijJHel3YAzzQAY4oz60n0JooAdkH6UmeppDj8KTP5UwEZt3AqP7rYpx601ivekMQg8jPBqqT+5x3R/0q1kY6iq0h2ZP96pZSJs8/Wns2Rx0HSon4Bx1JpynJ46Ci4MmjXA/SnGmA4GOwp64PfjvTEN71PAQGFQe/rUkR5oGdhZuZLSE+gxVlc/SqGlNushznDHj06Vo14ldWqM/Scqnz4WDfYOvU0mOvNLSYrE9EAMCkNKeKToOTQMPejvig8jrR+NIANIMmlooAbnmgmgjmmsaTAQ0ikB8E8mk3AHBpuRuVvQ0hkt9xbqvqaqQkySM57nApdTnAT0OKjtH2QCT14QHvQyUWJP3kwjHIXmlc5IB/SlRfIj3McueaVUITeepoAaTjg/pTep4pQDmjgnPQigmR6P8MG/0m8XtsX+temN9xvoa8w+F/wDx+3f/AFzH869Pb7jfQ16FH4Efn+bf73IfRRRWp5oUUUUAFY3iiRIvC2pyOcKLZ+fw4rZrkfiVdrZ+BNSLKSZVEYx6kj/CnHcTPmu4YfaT6EZqq+VfIqxcHdt9cAVEfmH0rvMRjDP9KanJ29SKdyGx1I5FBGMOBx3FAEUik5K9e49RVSQFTkfcPFXm9u9V5VHpgVEkNCJ80YOenFTICB6VQEpgYqeVNXo23KDnORSixtE2cYp+eahB5qTJ4rREskzxSdTRyKPWgQHrRgUUoA6CgA5FMbJp/PrTTQADAFKMnvQOoox7UCHUE8dM0vXijOBQA05J9BSgH1pOpoPTFAx2eKTrSdsd6QGgBcgUhNB4pCeKAEbGKiPNKxOelNOaTGIajlOVH1p7Hiq7PyB3zUtlIkLl5Ao6DrUw447VXjGOnXuanUZoQMkB709T8mfU1EMsQO1Sp8x9hxVITHHpTk4IpDy+O1KvLCgR1GjAG0LZ5DYrTXpzWZohzaSf7w/lWn0FeNitKjP0TJHfBxDuaWkBGKMZrnPXCjtQRSgcUDE70Yoo60AJSE4Wg01z2pMBCcfjUZbBpx471BJk8ipGNlcc4pYvmAye4qu5PepYXCpnJ9vrSFexUvz9ovUiP3Acvjv7VpxKEXcy9BgAenYVm2o+0XzseEXqR3NbAAGMDBHamkKK6jdpZt79cdPSmsWlfA+6O1POWO3oO9I8ixJwMHpTGRyYGAOtN7ZPJpuDnJOWpwBUjPc80iJHo/wv/wCPm8J/uL/WvTW+430Nea/DAjzrxfZf616U/wDq2+hr0KPwI/P82/3uQ+iiitTzQooooAQ15t8Zr3yPCkFqGG64uBwfQAk/0r0g14n8br0vqmnWW/KxwtJt92OM/wDjtaUleSJk9DydmygB/hODUQyGIzTweCKY/YiuwyBl6EdqFYHjFOHKZFNZdh3f5FADG+Q5xkdailAK/wAqmYh1z39KrSHGVPpxUMaKsiiRcd+lWbf5UC+lVcnfjuatLIq9QQalFMmHPSpe3WokYMeOlOHXGa0RFiUE9qCfXimrTiATTAMj1peeDSDHPFP4oEJmkyKU+1JjIoAAcjjrS54pAATQRQA9TxQT0poBAxmlGQaAAn2pM06mcEn2oAcx796ZuzSngCkPHegALUham5z1pCfakVYQ9aaQKUnGcmmFvekBFO+xc9T/ADqFeRnvTpiG/CmxcjNZvcroWIxxxUxGBnPPYUyIAVIeufTpVrYliqONueT1qbGwADk0iLjqMnvTgCTmqEB+Vfc0KORSH53P90UqnmgDptCOYZB3yDWtzWLoLDdKv+zkf5/GtnqeOteRjFaoff8AD8ubCJdmLQDQPejHp0rkPdDNFL1pDQAZo60wk0biKLgKepqJz2p2496geQk8CpYMHfmoPMp55HWoivU0guISHU+tZ19NLBaEKcFmxmtArxway9UVhGmX+XeM0Izq3UTU0xdsIXOT3PrWoDWfYKPLA3VpLHxy4FUjRWUUMyRURBZtzVYKR93prCFRy+fxoYXKpOXOOBS8HipXaLHAzTM/7ApENno/wwGJ7skjJVcCvS3+430NeSfDiQrr7KxIBiJAz9K9af7j/Q16FH4EfAZvFrFu/UkooorU8wKKKKAENfNfxP1Eah43vij7o4SsKn0wOR+ZNfRt1MtvazTMQAiFifTAr5L1OdrrULm4J3CWVnz9Sf8A61b0Fq2ZzfQo/wAWaUgEU0mlHQ5rpIBMg47U4jII9aTilPTmgRXbKMc9O1QTc8Z5q1KMrVKY45BqJFIrxgtP71aGetV4h++yOveroGeMVMNhsEHenp60gFSKOK0RIoPtSgnr2pMHrmjB60wFHTNOzhfc03jFPzxxQIQnHegcig89etIemKAHY70EcUgOOKkGCRQIjz704g4zSsvNLnjpQMZg0Y45FPGO9I3tQFxGwRULEelSEnuaQ4IpDI8g0h5707PNNI60ANbpUDg1YqNqTKKxGAaSA8Y96e54NRw9/rWfUZcU1KnByTUKetTp1rREsnHAzSM3y8Dk0LzxSqOrGqJAYVQKQdelKxBamg+lIZtaHJi825+8pX/CuiA71yGnytDdRMM5DV2Gc5I/KvMx0feTPs+Gqt6cqfYSlz2oPy0m4AVwH1InQ0vemhgeppdw/GgLDW6030pSwzg9aTjOc1IxH4TNVzyafcS8bBknuBTArH+GgCNhk0xgxxVnZg/MRUZHU9qQrEZXj0rK1cYtif8AaFa5B79BWTq/zW428jep/WiO5jiG1TbRu29tNFCpeJ1BGRle1TbTnoa9X0JVfTIAyKwEY6j2rY+wWj8tbxk+pQVuoHgyzuUdHE8REeeoxT/s0jH5Y2P+6pNe1/YbROVt4/wQUxoo1Hyoo9gtDgQ89b2ieQx6LfzKNlpKc/7OKtx+FdTb70IX6tXpMqkA8mqki54z0qOUiWb1ZbGf4L0B7LV/PmlXeqHCr3zXo7/6tvoa5LQ2K6ogHQ5H6V1r/wCrb6Guyj8J4GOqyq1eaQ+iiitjjCiiigDL8Q/8i/qH/Xu/8q+U3G0gdtor6s1/T59V0K7sbacQTTxlFkI4Ga+ZvEXh298OaxJplxteRACHiBKsDzxW9GUY7sznFvYxygJyRTDFjkGnluoIII4PtSFgTjIz6d66dzPVDAHHbP0o3DvxTsYPX8O9BHHX86YXIZCMVSmYEYq84XHQVTuAu04FZyWhUWV4RySPXFXV6e9VYlAUYNWlOaUUNjj0p6njmmjmnkYAzVkgDQeR1pO1KFyOtMBRz+FPFNAx0/Onkc0CG9zRg0vGaXjHFAhy4pSADzSIeOlBOetAARk0AECj8aaT70AP6LmmGhTnPp6UgODQMCgPekxgcUretM/GgY3IHamk0pGRTaQwPNNanYprdKlgVpOlNh609hkmrdrZrLp91cHd5kLIVA6EHOc1m3ZmkYuWiI09BU649aRUXIwvHv1qVET+7zWyRk2KhHc0/cMd6TgHoBTh9adhDMMR0pwj5+Y/lTjx3FPHYniiwXZJARG6tjoa69WDoHH8Sg1xwB3AAZzXV2pYWkW4YO2uHHJcqPpuGpP20o+RKX5xUe4mjHJpxABFeQfc2Gbj0A5pvLDcxwB0FScbWpdoIA7UAV8MeTwPSgbx0Gc1Y2jPvSgAYosBVRRGTuJJp4Y4+Xg+9Suo3dqjKA9DQIjKsTk4JpCTjpwKcRhutRE84pANJNUNS2x2Msj9OMfXNaap3NY2uMZrchfuqwAHrzTitTnxMuWk2e9+Hv8AkFwf9cx/Kt9elYPh/wD5Blv/ANc1/lW6p4rqifCVviA/MahlODU5qCSlIyRSlPJqrL90EdatydDVOY9RWTN0S6V/yFIPXd/Suxb/AFbfQ1x2lH/ibQfX+ldi3+rb6Guqh8Jw4j4h9FFFbmAUUUUAIRmvLfF8at4qnOBkKvOPavUjXl/iv/kbJ8f3U/lWNZ2ib4f4zHfw7pepoftNojN/fT5W/MVjX/wwLjfpt8Fz/wAsp/8AGuys1GB+ta0Q5A9Kwp1pwejOqdKEt0eIXvgrxDYZ8zTZnQfxQ/ODWLLaXcLFZbaaMjs8Zr6OHy8jIJ9KY5yr7/mB7HkV1xxsupyywseh81uT0IwfcVTuMbTzX0Fq1tayowktIH47xKf6V5b4ohtbZLhoLeNMIVyqdM8CtYYvnfLYylh+VXucdEuQKnXnimxphemKcvWutKxzskxxxTjTQaCaYhcCjNAHNLgZpgL0xTgOabkninLQIMcYFIBz1p3Wk4x6GgQ8HAo75pFB6mnHGRQA0kmkwCORSkZ6UuOOaAEzzgDFNzg0HIPFJu5oAcWyKhYc08tkcDFNPIoGNxxSc0E0lIoCajY080wipY0R7ep9a6LSLbzNBv1H3nHH4DNYGBiuv8OgDTs/9NOnrwK58Q+WFz08rpe1rqPk/wAjl42ygPfoalB9673TvCuj6g5M0Tq2452SEV0dr8PfDuAWguHx2Mzf0pLGQtqc1XCSUmkeRAjPNSwxSTnbDE8jHsqk17naeDfDdqB5ekQsf+mmX/mcVrJb29km22gihHpEgQfoKmWNtshRwjvqzxG08I67cgFdOkjU/wAUx2itu08AyKQb67X/AHIh/WvSrhsjkjPrWZKTjk85rmnjKj2OmGFgjAg8PaZZFGjtkMidGbk1l3IBupf9/H0rpXzk/WubuRi5lB/vGuaU3Lc+jyOKjUlbsQEcccU0g4FSYGaaRyfSsz6dMZ1Bp2Bik6UE8UguLQMU0nBpN1ACM3zGm546Uu0ljml2gHmgRDglulKEC8seadJIiD3qBpN56UguJNJuG1OPU1c0DSRqV/O8ke63sraS4kz0JCnaPzxVIDNekeBtNA8E6zd7cNcpIob2CmtKMeaR5Ob4j2NB+eht+GTu0m3z12DNdCOnNcz4WcnSrceiAV0qnIrdHyVTcd6VDIOamqKTpiiRkilNVCU8mr0xOT7VRkzzxzWRui1oqhtViJ7Z/lXXP/q2+hrk9BG7VF74U5rrH+430NdVH4ThxD98fRRRWxgFFFFADT2ryzX5Rc+KbtguCpEf5CvUmOBknpXk88oudcu5hjBlbH0zj+lc+I+E6cMvebL9kh3cjgVpZUAYNVLZSF69asZGNoU/WuVHWyUPx6D1qOaTCnng1E8u38KrSz5yBnGKYGfqcmEPP61514iRz4dvrrYSkl3FbK30+Y/zrtNXl2RuSeO9cr4vAtvA3h6Agh7u4mvHHbHRf0FdWGjeZy4iVonCgdjzScZxT8AjOabjmvWPOFAA70uT6ULjBo4GaAYZ9qCaAeRikPU4piFGSacOlMUYHNSADHFAMUdMjrTgPUU3jB45pwNAhy475obHakz8ppOcU2AcZ60uSD6ikANIM0hisQe2KjxTscdeaOpoAaVIHNNJIWpCDj2pjCgERfWj+VFJnBqSwNJQetKvWgAx2x7V2Hh9f+JRG3qzf0rkjwM11+ggDRLf/gR/U1x4x2pnu8Px5sV8jotGlKXbDuxDAV29m4KDGTXAWb7LqI5xn5TXbWMn7sYPBrzTXHU/Z4iSNlH9eKJDkVEG4FSE/LTORblScVmzDqv5GtKbkcVnzn5s1DNEZjEkc9yTWFfLi8k5HOK3pcAL7ZrC1BT9rbjqKOh7GTP9815FToRxTWY+nFSc5prjIpH1AzOe1IQaXPFLnmpAZweKdgfSmk0wsTQMVpFBIzzUDSHHGacVJOaBH2NIRDtLcmpFjwMmpCFUc1E8vHFDE7DZpNinbyzDC/XtXvHh/TBYeFLawIwTbHcPUkc14NCpe7iZunmL/MV9HQDFvCPRV/LFdWGW7PlOIpu8InE+GGKWKR/xJlT+FdQhyOlcxpa/ZtSvoD/BO36mulQ5FPZnkT1SZLmmScnFL26009aTMinNwSDWfK3zVpTjmsyXqazZvHY1PDa/6bKfRP610z/cb6Guf8Mrlp29MCt9/uN9DXXSXunn1375JRRRWpkFFFIaAM3Xr1dP0W6uSeVQgfU8V5fpqZA5yTyTXX/EG6ZdPtrNRxPJlj7D/wDXXM2UQWPCjmuSu/esd2GjaNzWiCheCBT5JAg6flTIwVXGKrzsRkA9KwNyOaYn6VHg7SarTOfXnNWUbbF81MRzPiOUx2UpwMgEgZ61mfFfFtfaBpwY/wCh6ailfQmr3ihS9usaffkcKPxNZfxadm8ezRNjEVtEg/75Bruwa1ucOKZwpHFNqRqY1ekcQq0H60gpT0oEIPXNJnFAFHOelMYo5OM4FPQ5OAaQZ9BTwOaAYDrS89aXHPahTz7UyQUZB4pAeoPFPA96aRnNIAHJoPQ0YwKVT7UDG4+Wm1JjjrTO/WgANMbpUhXIGajbpigaIjxSYNKRzSGpGFPQADpTAOalQU0BHJ90iu00UbdItR7E/qa4uTtXbaOMaRa/7n9TXBjvgPouHF/tL9DQVip3D+E7h+FdbplwPLAyK5FTjGfrWppsrKAnpXnR2PTzqjaoqi6nZpNxjPFWQ2VGD2rDt7ggbT3rRiYnpTZ4aRJKeOKpSqMGrrc8EflVWZeDxjFSzRGLdfK2Pc1i35zcj/dFbdyQSSRyD0rH1BE3RMpO9s7h/KmtUenlUrYj5FE00jinj/JpGOBz0qT6sjxSMQOc0zzck1FuLAntUjHls0inPrimqhP0p5G1Pb0oAQMNvNNeXHSkbngZxTSgHFAMYzluKafpUmBnpSqmaQrCQ8T24PV50A+m4V9Gx4EKcH7gr5ygG/VbNR0EyD/x4V9HR/6pR/s4/SuzDbM+Q4j/AIkDkLyP7N4ru17ShXH5VrxPkCs3xBhPEtuw6tAM/nVyJjtAHpSn8TPMhrTTLoIpajQ5AqUn5elSZsp3HU1mTnDHA7VqTnrkVkXD/PUdTVbHR+GkAtZn7l62n+430NZfh9NumA92YmtR/uN9DXbBWiedUd5sfRRRVkBSGlpDQBwHj6QjUrBCflEbHHvmsmyJUZPrWn8QD/xN7D08o/zrFtfnAxmuGt8Z6FD4EbIkBU4yfcdqrTEKGzxx+dLG2PlGfrSTY247nuazTNWjGLnzwp6A1eY/Lz0xxVC5BSQHPQ1ZjmEiAHsKog5rXpD9usk/6eI+PX5hWP8AE+dZ/iHqZHRNkf5IBW3ckS+KtJQ8qb6EEHv84rnPiMR/wsHWu/74Y/IV34M4sVucw1M705j19KZjvXoHGO4FIcUjYAzTQeMUAh+QDQT6U0EUueOlMBwbmn7jjOKaPWlyeB60CF60vJAxSe9OFMQppuaU9fag4GM0mAn1peeo6UlO6UAIaQfTNB657UdaAEJHQZ/Gmse1K3tTCOpoGMJ5puaM880H2qShy9akzgUyNeakbpimLqQPy/4V3Ok86RZ47Jz+Zrhu5NdtopzpcQ/ukj+v9a4cavcPouHpWxNu6NA8Cr+nN+9A9cVnmrVkxE6n8K82J9JnEL0b9jogNvercMxAHJ57GqLsDECO1RNcMsiA96D5VHRIxccmmS9D0/Oq9q5K/NxVh1YjGRzSY0ZN1HvXdjB9jWNqB/cR5ADKxGfbit25Vh1GeO1YerJvtSVxkEGknod2Aly14sx3m5469sVDiRwfSpViC9ac3CnFI+yK6rwfrTlT5sdqdGPlJx3p3G40gGjApH6Dml2nPApxTpzmgCLGTSPgZFSNkZHaoiOT3pAN77cVI2IojxyelKiAZZu1RSPvc+goELYIW1WzHc3Ef/oVfRYGFA9hXz9oieb4g02Ne9wmfzr6DHH4HiuzDfCz47iN/vYLyOO8QyBvFMUf9y3H6mrsTYQAdaxr+Tz/ABdeuTkRbY/yFasBO3NKfxHBTVqaLsZ5HNTMcLmoIB61M5G2oIe5UmOQTWTOfmzWpcEY64rKfmQA92xUrcvodrpKBNOhA7jNXX/1bfQ1FaoEtolHZRUr/cb6Gu+Ox5ctx1FFFMQUhpaQ0AeefEAA6vYZ6eUf51k2+xYwBkg1ofEdiNW0/rjyj0PvWVYuWAIIAA64rgrfEejQ+BGkFO0bjtH60yQnbxjHqaeoJbOM+pJ6050BHOMdgKzNTIu1DDNVVl8vmtG5QHI7Vk3K449s1SIZR0wrcePNEBUtm8UkfTnP6Vy3juTzvHetv/09Ov5cV1ngsmT4j6aApbDSHP8AwA1x3jMgeNtc/wCvyTH/AH0a9LBnn4l6mE3oRTMHOD0qRuSe1N4ArvOQYwzSYp+OKTB+lIYKoByRS0oz65pCPemIUY7mnYwKbkDrTgcjAoEO2/L1oHApOMUn4UAP9PSkOCPWg+tITu4xjFAC4G2gcUHHQGjkmgApjcHpxTyDTWPTNACGmNj3pzEE+1MJ9KQ0iPoeaUDNLkZ5NAINBRLGtJJ1x6Uq8Co5D1oewluMX7v1NdloLZ07HpIR+grj1/hrqvDz7rKYDtJ/T/61cmLV6bPbyKVsZFGyeT9KsWmPNUscANVbpU9uNzEf7VeVHc+yzRf7PI6UAfZyOPc+lZ9u3m3ZOMqOBTHuWWDyFbqetW7CD5V5702fGp3NmDaFx3FS+Yv3ScNVfa64JUkdxSMUlO1gQR6VLKQ26bau7j0NYWpgeQ5Awcita4yqEZ3DHesXVHPkAdQ1JHZgo81eK8zLYjFNLDZQaQpxSufaDUJwRS45zSrwDQx70WAM0jHApDnpSH7tIBgB6mlVTk56UpI71HJLgYApALK+AVHeou3FN56mhmwMUE9TX8Kor+KtODHA88fyNe9kgEsSMDk+w6189aFKYdc01weTdJ/OvctevBZ6HdzfxFCi/VuB/Ou3Du0WfHcQxviI+hxGmyNd3dzctz5szPk9+a6OFOnoKyNItvKtUGecVvRJxxWb1Zx2srEsY4OOPah2OOKULtGcUyTODg0mZdSjdNjNUYsSXCA/3h/OrN0wxg0mkw+fqESjpuyaUVdlVHaJ3KDaij2FK/3G+ho9KH+430NdyPLHUUUUwCkNLSGgDzb4kHGrafhcnyjj86x7JmAGF64rZ+IpA1jT8nH7o4/OsezY4AHPHJrgrfEejQ+BGrHzwQfzp5IwAoqKJwCoIz6VYzzyozWZoZ9ymeh4PWsS8OFP5Vv3BDAjOcVz+pYCviqQmV/h9MkPj+OWQ4jjt5mL9gApya8+1q//ALU1zUNRC4FzcPKB6AkkVqS67Joh1NY4w8t7bPaq+fubjyR+GRXOrjYPpxXq4Ve7c8zEP3hGzSdqVs5pp967DmF6UHmjPtS9aBiYpAOaX60uDmgVxvf1p1B46Dmkz0oEOGO9KfY00dqd0oAKOT0pMUAe9AxwAyKXvTaM0AOx70z1zThkUnU4xQBGfYU0YAqTHJpoGRQMjPXpQBzTiDmnKOppALnioZD0Hepj0qBuW+lJghw++B7103hkg2twe4kH8q5pPvA10XhY/wCj3I/2lP6GubFfw2ezkn++RN85Jqa2baQT1zUAPNTLwi/WvJhqz7LNnbDMsw5muCR610tnGuAucGsLTYvmZyO9dLDHwrU5Hx8SYIMfI5JHUHrUc64QEn6kCphuYH+9Vedyqn5ee4qSkUp33IQMbh1FYWqcpHjPJNad3MTzxgHHvWTqBHkxHPOTQtj0Mt1xMSlnAppakLGmE8VFz7Cw7cM4pCcj2zTFzup2DQMXPNI3KgCnbeKU44wKBEWCeKYY8fePFSySpGPmOKpSXLOcIOKQD5HA4FMPzEAdTTApPWpY0C7pG+6ooF5ljTiD4i02Feqzx/nmvXfGM5luLDTUOA7ea/0HA/WvHvCgN14rsXPO67UfgM16ldv9u8VXs3VYtsKfh1rppO0GfKZx72Jj5I0bSMCMcYrRjXvjiq1uuVq6vygCg8mTEOAagmwBwancnHSqVw52nPFDJiZty/zEHpWt4XgzcSynnauKw5jlsE11nhqDytO8zvI2aqkryIxErRNsCkf7jfQ0tI/3G+hrqOAdRRRTAKQ9aWkPWgDzf4kAnU7D/rkf51iae25QoBA711PxJtwdPs7nJBSQp+Y/+tXI2B/d4B4J7d64K6949DDv3DdhK8sWJz0FSSc8k5PWoIX6jGPYVI+5gM4A6mskbMrTMFyR1rn9SbIb6VvXR+UAfjXN6k23eR6Va3IZ5v4gf/SlB9TVdD8i/SjWn8y/x9aVMY/CvYwy9w8uu/eFJ4570ztxUhANJtFdJzjfwpQaUAmmd8GgB2KD1oDCjg0ABpM8e1BHuKQ49aAFBxSg5ptC8UDHnFIKXNANACHqKXikJ5pelACg8UfWlGcdqQe9Ahp6+1NPSnkAmkPA7UDIj161Io4NNwc5OKUUAIx4qLHJ96fIcCo8cUmUhw4zj0rf8LN/x8r7Kf8A0Kuf6A1ueGH23FxxnKDj8a5sT/DZ6mTu2LgzpgMcnipA26WJB3IqriSRx2Wrdiu/UU9FryIH1mdztTjHudBYxYTpx3rbjyI+3TvWbZp1z8pB59xWjH8indyB/Khs+bQu8qSOoxniqt04YE7mBqY9wH4PSqFxIxyONw9akZmXT/vCr4YN/EKzb5t8qrnIVB/P/wCtWhKS7AL1z6fzrPvHEl0zZyOAOAOnWn0PXyeF6zl2RVC8UuwU8cjNB6e1TY+pGbNpzSkce9MeZEHzHmq0l3u4UUrgWmdUGWOKqy3Zb5Yx+NRiOWblicVYjgRFzjketK9wKoiaTLOSadsA6CrDrj7opVQdSKLAkQpFk81DfS/IYEOCfvVPcXAgXauCxqgkTSHkkknk0Ck76G14ICw+JbF3GFhZ3b/gKE16BoQaSNrhyS87l8/U157ZsLNJp0OHW3cA/XC/1r0zR4fLs4FHaNc/lW8PhPls1X7+/kbcPAAqbtxTIhwOKkJAquh4styNmwOvNZ11LnI38jtVudsDIrKuX5J4GetSyoogwZZFUdScCvQbKEW9pFEP4VFcdoNr9p1JCwyEG413AroorS5x4iV3YdTX+430NOpr/cb6GtzmHUUUUAFFFFAHMePIPO8LTsACYmWTn2rzWwJ3bQef0r13xBafbtBvbcdWiOPw5rxnTXcYXOPWuTELU7cK9GjqIAFjxnmrDNkY/OqcOWQHPHbHerLZUDP1rlR1NFW6ZSxHQYrlNYkCxyD2rp7g5BIHJrj9cbET+oFaQ1ZEtjzm6bzNQk9uKsIMjrVRWEl1I2erVcUjBBGcjjFe5RVoo8eq7ti0go5xz1oyPStTIUDqc9KZgsTTuDzikye1AxAB+NHQ0fzpOox6UALkmk4z0pM44oGaAFHSnAA0wd6XkYoAXGO9FLknvSEGgA78il/CgnGKQtzQA7JpCTSbqAaADvQ3Xk5pec8im9TQAh+lKOlFB6GgCN+tMxz3pT8xo4HapKQE4Wtbw4SdSkUfxRfyIrIc5ArX8NE/2qSD/wAsm/mKwr6wZ35a7YqHqdagCsCOxzVnRVLXYyO1VXO1HOeQp/lV7Q+bxOODxXkR0R9Pnc7zijqYkUIMjrirOAEP14NRqMRkf3aRzkbjxxUHijJwONpw3XPqfSs64bOS2Md6vyP+7zxg1l3D4Und8o9RSKKcknEkiEAqM5Pr0rKJ29cVevmCxKcjLHp7Csj5pC59OKb7H1OUUuWlz9yV7tE+tVnnmlPyLxUqQAcsMmpQMHocVOrPXsUxbM7ks1TpCqY4qULycd6UDpQPQT7opcjGDQQCeooAX1BoC6G7aguLjaNkf3u9TyyBFJx1qnuLtkCkS2QiEkljyx71aiiAHvSr6Y5qUbUBY0CsRKhmuEQdGdBj/gQ/wr12xQJGmDwK8l0mQXHiW1tlPJPmn/dH/wBevXrRflx6VtHY+VzR3rM0YyDzmkfg5PShCBkUyZgIzg81VzxupUuZcZ9Ky5XHI61ambIOemagtbdry9jgA5Zuo9KSV2U3yo6jw3ZCCzaYg7pf5VvCooYhFEsS/dQACpRXbFWVjzJS5ncWmv8Acb6GnU1/uN9DVEjqKKKACiiigCKZRJEyH+JSK8LZEt9QmhBJEUrID9DXvBrxLxBAbXxTfxlQv73cAPQgGueutLnVhXq0aNk5bYR93PHtV2Z8Envis7TnJA4wMdK0pcfKvciuE7WZ0r8DJwa4zxLKI7aZ/QGuuuyApODmuD8VykafKAepxW1FXkZ1H7rOMthxuI6nNWCeahg4QZ6VK3WveirI8eW5JuOKBzUakmnjrVEC/jSE0d6QkjtQAmaXNNGT1FH0oCwtGfSko5HFADh9KTOTSA+9OyKAFFLmm96X6UADdRSfjQc8UhOKBhjml49aQH0oPtikMTJJ4paAKXHvQITpSMcLT+lROaGIQc01vSnDpTeppFCEDcBWx4aGNRc/9Mm/mKxt3zVseHGA1Hp95Sv9awr/AMNndlztioeqOqkcGMgd8D9a2NITaUPQgZrHKg7B6uAa3dNH76MYyeleR0Poc2lfEW7HRRyAAEjhh+tRyPtypHHal7Y6j2qOXlBggkd6zuebYqXDLgEE49KzJ3fOM/T/AGqtTzYLAD8KoySqEMhHyoCcntTiaU4OclFbsoX8jPOVVfljUJj39aqp8isSOSal35PzMDnk80mVGckY+tJn3FCkqVNQXQQbjzTsNjk00TJ2ajzl/vYoRqOAOaNhPU1H9oTPUkj2pPPZj8qH8aAJTGO9Izoi8npUJaeQ8fKPeo/s0jnLyZ+lSFiOWVp3wBhewqaOE7Rgc1IkCoM8Z9TTZbhY+FIJoE7Ik2rGNzEADsaoXl7gFYwDQ4eUEuT+dUb4+Tbu/HA5NHkZVJNRbOq8AWcV1Ib7Gbgu6t/sgbcD9TXqduu1TxzXEfDnS2sdAikkUCScmZvXB6V3SDavseldCPi8TNym9SZmwMVXuJPk4/GnM2V9xVSeTKHtxQc9ilcP1HYcmuh8L2G1Hu5Od3CE+lc/BbveXiQrzv4P0r0C2gS3t0hThVGBWtKPU5cRPSyJRTqSlrpOMKa/3G+hp1Nf7jfQ0AOooooAKKKKAENeS/EC2Ft4o85RgTxK5PuMj/CvWjXnHxQt1WTT7n+I74z9ODWVVXibUHaZg6XICnqa1JHAUkenWsbS3yoA+laTsNrjrxj6V57PSexRu3+Q+/FefeLjmDYO713t6dq5rgteUyygdsE10YZXmjCu7U2cvHwnNOPY5pvRaM5r20eQOHrT88cZqP6ZpdxqhDi1H4Umcil3UCDFGKCRmk/GgBTRjvSfWl/GgBM0v4UlGaAHUvbmm7sUuc/SgBM+9IeetB60AmkMOKcBgUmaM0AO4pB16UZ460A0xCseKhbmpWHHWojxSY0H1pjHjNO5NRuewqWUgFa2guE1GEn+JmH/AI7WT0FX9Mk8u8s2/wCm3P0PFZ1FeLR0YWfJXhJ90dorZmjBHTLGuj0yMq6sOqDNc/br5l/IeoQbf8f6V0+noQqk/wAR5rxZaaHuYqp7Ws5I0+CGUfwtkVWnYFQM9eam3bUDDhs81nzPzxwcmszGxUuGzJtdckVm3qj7OsTKCXbOehAq/KTcSrFtAckAfWsLURenUHEcsSIDhQU5ArWMG1odODrUqNZTqdBPs8f90/nS+RH/AHePc0kNpqMmf9Kh/wC/YplxBq8Plhbi1+ZtpOyn7GR739t4buTLEgGAvTtS+Wp5x9OKj1Sw1eyt0cXduzs+3Hl1Rks9fH3by2+hjoVGTJeeYfoaYRRxt/Sk25rCtf7ca9a2uLqNDt3DaOtaL2OtRKWMxdR3Rcn8qJUZRLo5zQqytexcJCjJqFrnaMKpNU0a/wChljf/AIDgj61Kr3Y4McZrGzPUjUUldCOZ5fUCkW2P3iTT/MuQPmjX8DSGeQDlSv4UhisqgVnS2ralqVnp6A/vpRn6dTV5pGccgVs+ANPa+8QXN+yfJAoiU+jHrTirs4cfV5KLPR7G2FnbLGo4RQgHsKvk7ohg4UU6NNvvgUj/AOrZsdOlbnx0ndkLsEx2qhO+R6CppXOCScVXt4GurqOBQTvOPwppXZLaSub/AIWssI1468nhP610wFQ20K28CwoAFUY4qauuKsrHmTlzSuLRRRVEhTX+430NOpr/AHG+hoAdRRRQAUUUUAIa4v4j2pm8PRzAAmGYH8Dkf4V2lZXiOzOoeH722XG9oyVz6jn+lTJXTRUHaSZ5Dp0hA2oMnoPrW+sRWALxk8tXO2B3TbBkEHnFdSMeUoAxgdfWvNktT1b3MC/G1G789K4bUyGumH/TMmu61cFSfzrkdRsSdHutTBwkc6wEYP8AErH+ldWEX7xHPin+7ZxTd6aMilJpAa9g8oUZoJ5pB160pIpiFzSZozRQMM80ozmjFJg0AHU0tA4ozQIBnNLz6UtH40AJzmgk5pc0GgBBS4zSUoFABtIowQM5pMe9HIoAdg0fhQGo3UwA/d7VGeadnimGkxiHpTKXNNPSoYxc4+lT27kSQ4+8rbh+f/1qqHoRmr+kQ/aNQjUDIHWom7JsuCbkrHoGlIXTewwz/MfrXVWmEgUEdeRmsTTrYoIwenSujeNfIA9FBFeJJ3Z7K8yF2HlkA89qzJpQJASeDwasO+OvfrWbKWMjc/TNSkVdJXLljBvmknfkIuFz6msW7AN0xIxz+dSS3GprI8dlqnh77KeAZL35/wAeOtUDHqbzKn27QJXPddQAH5kV3QSjGzOGc7yuaVogpLoZaEHqZQP0NYeoarqmgRCSeys5VZtoNtepIc/QVlXfjOa4jVfsckEgbcHIyB1HOK0SbV0Z3VzsfEMwa1zuBMTncARxx0qDcC3Oc1wv/CQu/mqpz533htJyfrUg8R388TdIe2ETcfzojFsrmUep0BkKeJLEEjY6uh4+ldvaQqy5bjI5FeT2UzuiXbyM0yOGyzc+hHHTpXQx+OrqKFsWEA2nG5pTzj8K1dNpIx59WdVqVlbOrM0as397of0rmbuV7VmKMWUfwuf61Ul8WapeqxEFtCv+1k1lXF3eTble4jU+yZzUvDN9DqoZjVoP3ZMvya/GhCzIyAd1GRViPVLOcgpdofZjiuZktDIpZpnx+VUp7SKKIt/rGHoc5rGWCPUpcQ1Y6SVzs7uZfKHl7WdztUKQSTXrHhHQzo+iQQuv75hvkPqxrw+x0d2sbe4ilSdFbMjW7ESQN6EGvW9A8Z6fElvZ3d+XG0BZpRtYezf41gqPKPF5o8SkrWO45XtzVW4m2IwFTSyEqGU8Fcj6VQlyV/pSOKOpUkkZl69e1dB4YsQEe8dfmb5Vz2rmnw7hVz8xwK9DsYRBZxRgYworSlG7uc+InZWLA6U6kpa6TiCiiigApr/cb6GnU1/uN9DQA6iiigAoopM0ALUUyloXUc5U8fhUmaDQB4ZYHy7uYsMMHZTkdOa6GE/uSeSw6/WufQf8Ti7A/wCe78/jXQ2mWjIHJavNn8R6sfhRj60MIG9a57xDcG3+HyQ9Dc6m7nA6hIwP/ZhXTa6ha1Y45HSvPPE1xcPaW8BkYwK7MkfZWIG4/wAq6cJ8Zz4r+Gct1pKTcM4pc166PMDOKQ0UYzQADrSg0AYpM0ASA0Z5IqPJBpc5PSgB+fegUw9aO45p3Al4FKBTBzzThmgQd6CKXBo7UAJtoGaXtTfpQAtJQQaOQaAFFIelLmg+4oAaeKYTTjz0ppGcUmMaab2pxxTD6VLGRvXS+ELfzLh3xnGK5ljk5r0vwFpJ+wLdSrgSHIrlxMrQOnDRvM6zToNqbiOO1aX3YyDzgUijG5cYHaq7y7MAtn5cGvKZ6drmVM/lyFO2eD71ja1efZdLnct+8cFE9iev6GtOVsu7AFjngetcd4huhNfiFSGWFcE59a6cLS55mGJqckdDKsLeEWckDqu+NtwYgfdb+uazprW0DsWTfjt2q7sDSfd48sjOeDTFiEEcxCgYT7xXn8K9jkR5XNqNW0s/LOxDuwCC5x2qMZMgCmPG0dW4oEJMZEoVgoHI78UsMMImRjGB8vTNCikO5YSKZom2i32juMCo/szA9E6ce9W0REQ/dAboMdKVQY3z0HfaKqyIuJZWrLZSMFd0ZmVvLHAPBA/nT2WQWiWsqRIpYMTjLKDwMj60skYcg5IG3qrED8vWi3jjilcFNy7cMpycj/PNRyNsrmVjPDN5rJISrK2CtSoQSBwfc0ahbFcTKd/l4EmwZ3A9Djv6V3vhT4aTanbxXuqs9rA4yIF/1jD3PalOooLUcYOexwDyCMkKCxPyqi9Sa1bfwnBdWYnlkYTldxB+XZ/9evS/EnhHStN0Mzabp8ccsZGZRksAeOprCs9LuUtFvED5MYMqYyCAfvCvPr4hvRHo0MMkrvcwNX8Iav4YRNU02aW9synyXEKjCeomx1HvVPfY67a4QrBd8/uo2G2Q/wB5D2+len6BrsOmt9heRHsW5Un+HPYD0rB8b+AWmlk1nQkaVTuklthKVVD/AHkA6fSs4zUlqEqbg9NjB8O+N7/w0UsdSZrrTd21ZBktCfQeo9q9PttStdSskurKZJoZPushz+Hsa8JGoq8RgvWZwoVDcbSoz/cYH+dSabqepeFNR+02DhoX5lgJykq+mP60SjccKlj6E0GyFxqYZxlIxuPHeu1XpXE/D3WbLX9Nkv7VsMTtkib70Z/r9a7delaU1ZHNWlzSuLiiiitDIKKKKACmv9xvoadTX+430NADqxNW8QR6Ze29ilje315OjSLBaKhYIpALEuygDLDvmvhuigD76jkEkKyFWQEZIfgr7GuI8PeJtT1GC31C+1GwW3ltftRtY9NlRwhGVHnGQoT/AMB/AV8eUUAfaPhvxBf6tMJLuS2UTQLOlnHbSB4lYBlBmJ2O2CMhQMHNWbfWdUaw1u8uLK3iazDG3tvPBY7U3fvG6Lk4+gr4looA+j49O1IHUJBLHc3ixi4Ki1eK3DORhVmLEScnsB0NXLaS+gtNQeCZNRubUBFVLN7aNpM42q7sd+O5AAxXzJRWTpJs2VdpWPpzVPtEdlqVvLe2d/qFssZaK2hMSIXbaBuLtnkE9uO1cP4i0SaLSprhr37TJaSiKZVsnhUEnGVLE71DDG7jtXjdFVTgoO6JnUc1ZnVsGDdqBn0rlKK6VV8jHlOs3e1KGHrXJUU/beQuQ67I9aMD1rkaKPbeQch1wQnvS7DiuQop+38g5Drtho8s1yNdZZBvscHP/LNf5VcKnN0JkrEgUgCl7U7J7ikPX7takCjmlzwaaCOeKNw9DQApNNJHrS5XPQ0g2+lIYDn6UtISB3o3UAL0prMTQW4phIoHYCc00t6UE8daTj1FSOwHPpUbmnluKhZjnrjHOfSpbGkWtMsjqGpQWwBYO3OPSvb9JtUgskiQYVAFAHtXHeA/DzwwC+njxLMMoD1WPt+NeixxJEg4OcdK8vEVOaVl0PTw9O0bvqOkO0Fu+Kxr1wHz2JrQmk2qM9+Kyb/lkAOe1cp1bFOV/LQsR8qjceewrhb7LM87dJGLEYxjJ6V1Osy/6L5e7G4jBzzxXMXCSLBhvmUNxmvXwcOWF+55OLneduxSiQNIuR/C38uKW/imVkSRxIzgE45CqPerNsyyzxjbnaCxFJeSCW4LbdgK4wPrXaclykIGlcYPA44HtT44F82HLkkoQQRSmTZk4YclQR+FEcjeYhLgYU5J7Uhs0IYWK4wtXPJxnJXIFVEZ2jYhgo7Gpoo2JAknJ44IFNklhrZfuqw45OKrG3WFyd5ZTx1FTfZICXDyuxJ55xTjZWwlTCtnHQtQBQjVYpipIjwd0cpOdp9G9q9W8H+Mra/RdM1Fvs98ijBb7sg7YPrXmbWCOxIjHPUE0wxhAA4JA6MD88XuPWsqtJTRpTqOLPoG5to7m3kgkUFHUqRXJ6fE1pPJpFwzRyKSYJfUelczofxAvdIhWLUB9vsgdqyxn94o9xXWvqWi+L7VH02+jS9TmMMcMDXm1aMo9D0qVeL6nOarpX2a9edIlWTdvaPbw/8AtL6H2qLRvFUtuTFKS6kn5Qp49fxrf+1Leg6bqo8m8ThJDxu/GuV1K2nsbp4iRFJ2YjiQe9cjvE7E1JWGeKPCkHiPfqekuiXuCWiP3ZTjAyOxrze3V7eZradGXY22SNuWUj+n0rsobu70u7Zm8xWkOV+bgj2NbHhvwdD4y8QyTap9ojgSHfujAXJyOCe9dFOd3ZnJWio+8jv/AIX+F/7C0P7W75mvVVygGNgxXfL0rJ0KDULWzNtf+URExSAxnJ8sdN3vitdeldCOJi0UUUxBRRRQAU1/uN9DTqa/3G+hoA+AqKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9K03SLVtLsZJIyS9vG2N55JUV5rXtWjxiXw7pWTgi1i5/4CK3obswrOyRjzaNabQYi6HBOA2apjR1YjFxjI7iunuYVQdAfl9KzEQ/vEDdFyCRnFdTRjzMqN4amFsZlukIEhT7vvUFzoE9uu77RE65xxWw8mdFSUjLmaQ9eOPaqV3cSfY1iDYVgCfyqEmXzMw0t5pC2FHygk81ILC6PRFP8AwIV0FjbLHpjz8Fmbbgr0zgf1pVTymcZyOTyKF8Vht2jcwDpt4q72g+X1yKhmtJ4WjWSCQGX7gwct710mnxHVrmR53OyI/LHjIrdtrUO6Ts+WJwBj7uPShi5zhToWq7dxsJse600aHqbEbbCf/vmvUymTkkH8KkigD7ecZHYUtQ5zy1PDerP0sX/HirkPgzV5eqQxj/bkFeli2QL2/EU5IAA3PT2pahznnE3gi6htWlmvYVKjOxFJNLpng+K6vYkLXDrkMzMu1eK7m6iMyGIvgEjnHStGx0+OBcKfckjk/jXNiKnIrHXhoOo7l21jSO0VQoXHApkoIbIcmr8MA3bSQR7ioryDaAQ36V5MmexFWMyWb5ghrNuJA10/QKo7+tXHQm65bp7VRaLfeMu4jJHNEdWOeiOX15WlvkCyj5UBYZ6E81iTh8KGYbV54rauomN1MWkLFnYEkenFYd4zBcZHAPavoKcbRSPn5u82xIHCFmPJEfb6ii6nBDYUJlBgAciq1vw0g/6Yk/qKhuJTIJGIAIXFWiSzI/7kqpBO4kk/QUtrIplyAMKoGMVTkZvIT5vvfpV2zi86V8sRhQOPamxl2K4YwkZUDPepxcEtGQSRjkYpLazRkBzjn0qzHaqypljgdqLEEkJMu44zkY49asKh3ISCccMM9akt7dN7AAAY9KekSrtHXk0gK4CiNguCpzjvio2hBCjgHpirZiBGOB9Bin/ZsAfOeo7UDMRoDuZt5VgD8w4J/wAaznWRHZxGpOMDadrV0s1qoZyTnB7is+7skVzhjjjjFJq407Gc+uajGg3XdwPLb5RMCQB6E+lSz+MZtRtEt5717R04DbQw/OobmPCDDMBjkZ4NRJZRMu5gGJxjcM4rCeGjLY3hiJR0NSzuluolF7Lb3MaL8sgByPqPSvc/hnNDceDreSJQrB2R+MHIrwo26Q2KqoADvzgY4HavdPhfaLa+BbNgcmZmlPGMEnp+lYOgoK5brOeh2YAwKcOlIBgUtIkKKKKACiiigApr/cb6GnU1hlSPUUAf/9k=", "path": "001077.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.
001078
Men Tshirts
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", "path": "001078.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.
001079
Men Tshirts
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", "path": "001079.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.
001080
Men Tshirts
{ "bytes": 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", "path": "001080.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.
001081
Men Tshirts
{ "bytes": 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SJbDxJHHazsAv2jH7mT/eH8J/T6V4SOnNJk54NNAfUeo+F4biP7TpboNw3CPdlGH+ye38q5SZJbeZopo2jkXqrDBry/wt4+13wpIi2tyZrIH5rSblCPbuv4V7Lp/ijw98Q7EQW0q2msKuUgn4cH0B/iX6UmgMjfTqqyiW2nkgnQxzRttdD2NWV5UH2pDFrg/HzYvrQf8ATAn/AMfrvK4D4gH/AImFpj/n2b/0Okxo5VTUg6VChyKkzxiqQEWoA+Yx7kA/pVSbrG3bFXL98tk8kqKpO2YkNYPc0Wx1Phn7Ass5u7M3UzBI4E2k/MT2A7+levRRJaaZb2quzlRlmclmLEkkknqc5rj/AIaWltHpc+pSIWnaby4zjO1QBkj35rqluGuZCzwTQMRnypk2uBnjI7UpSNqUbal2BuKupJxVKJNoqYHilc6LomkYFetRRo8jhEUsx6AUAM7BR1JrrLLT47GAY5lYfM39KaVzOpNRRR03TDbkTT/63sv93/69bMK7QeKhHLVZjrVKxxyk5PUUjAqsSc1abpVZqYipqYP2ByOxB/WsKGEyPhMep5rpZ4vOtnj/ALy1jiONUxtHHerihD0R1GBkCn5YDJyaiUjGBuHvmpN5Ixveq0AeGb1NKGA7ioG+fgs5/GnKMDApWAtDrkUuRUIalyaQEu6lD81FmloAl3VPbRhzvPY8VVRdxxWimAoFDAnHAqrqelWOtWL2Wo2sVzbP1SRcj6j0NWVNPqQPCPGfwbudNWXUPDZkurVdzvaOQZIx1+U/xD26/WvKlOc+vQ+or7N4IrzL4i/C631xZtY0kpa6hHGWeML8lxjnnHRvek0B4THfGMBZAWA6EVdjkWRQQQc9Kx9wdQSMe3pXV+DlOsC58NeXCZ7tTLZyuOUmUZ2g+jAEfXFZ2GjP49qOKRleN2SRSrqSrKeoI6iipKMaWWe3O3JAFdH8PdKl8S+M7K0lybeM+fP6bF5x+JwKueIfDzInnxrlCOwruPglo32ex1PVn+/K4t0GOgXk/qRVwlzEtWZ6yziNMnAUD8q+TvGGvy6/4qv9RdiyPIViBP3Y14UD+f419KeLNR/svwvqd5nHk2zsPrjA/Uivk/buHPWtiSaKdZBwak2ZFZcqtE+5c1ctrgSLyeaBEpUg8UVJwaQigBBxRnn3oxikxzSAXFIQBmlJo5oAQDvSgUCgHg8UAIyg9cH61H5QB4JH0NS96PpQBFiQZxJn8KQeb/eX8qkNHegCPbKTzIPwFBix6n3NSjFKcelAEABHFByBT2FMzQAoPFKKQCkNADsinRTSwTJNDI0csbbkdDgqR0INRE5pR70Aeqa140F74X0nX3h828fdZ3gU4xKgBDH/AHlOaxh8SFVUUaezNjBJfArjxdTjSZrNSTbtMk7DsGAKg/rVAf6xc9M0mB3U3j28lJEdrEg/3ia5681m51m83XIQGNSi7R2PNUhw3FRWv/H0/wDv/wBKhO5XUtp0FSDrUMXTHvU3erQEF6SSp/2cfrVRuYR7Vau8hVP1FXvC+kSa3rlpZKhKGQPKQMhUBySf5fjWUtzSGp654d03+zfC1hb4IkMId/8Aebk1ZtlYXTDGTDGNwJJYrngj6VsPGMcDAHQVz/iLSJNVspIoLmW2lwdskbFc+xx1BrNnVdpaG2kgPNO3V5Xomrahouqx6Xr88ttAeBK4yF44IPda72W5uLa2Eqjz4mUmOaE7o2/4EOlJ6DjJMvXOv2ehXdlJdKZPNmCBQcYHUsfoOcd69EdgyBgcg8g+tfN51CDxF4hlj1NHzbJ8htmBjZlBwuTzyWHTrivoe1Vo9Pto3++kKK31CgGto7HLVd5EifeqypxVePk1IWqjMlLZqBqfmoZpFhjLueB096pASCsa5Qx3DL2JyKR7iSWQuWI9AD0pkkzSkFzkgYq0hAtPPQ1Gp96cDVAKBUiimipBUsQuMGloooAWl70+OIyHP8Pc1OIQGzSGJFHtGT1NS7jmkJxTVyTSAsoxqVTUKfKMmkknCA8jigCyzqi5Y4FV3f7QMMCE/u+v1qoZjM+T07CpkPFIR8qeJtPXSvFWrWMYxHDdOEHopOR+hp/hXUBpXi3Sb4nCw3cZY/7JOD+hrT+JaCL4i6uAPvMjfmorlATnjr2qBneePrJdP8datAgwjSiZfo4DfzJrnBXTeOJzfXWi6kW3NeaVA7n1Zcqf1FcwCah7lo9Wv/D+tadZMlzZ/aowPvwHd+nWu18H2Uen+FbGJIzGXQyupGDuY55/SuGsfFOoQsscV0WDEKFfnrxXqIBRFX+6AKVCzuyqqsebfGfVfs3hKOyVsG7uFRsH+FRuP8hXgOa9k+OkiJBo8I5YySyEDsMAZ/WvG85AOQa6DAH+aqbZt5twPymrhqGZN6EUAXoZA6A1J7Vl2MxVjGfwrSBpgLR1FIxpAxNDYBThTaWkAh44ooNIc4oAM80mTzil+tNoAXPFJSE4ozQAtLn1pKM4oAdjNRkYOKlWhgCM0ARZwKaTzTjx1ph60AB5o+lIeDSjrQBtaMEfR/EQk6LZRlf97zlx/WsFgdw+tdNo1g03hLxNfYO2JLeMEepkyf0Fc0Tlhn1pMZdUcioUG2aQ/wC0DUw6ioessv1H8qhMZaX7zf71SioR/rD+BqYHirQiK6/1Q/3q9P8AhHpqRaTfaky/vZpRCjH+4Bk4/H+Vec29jPql3BY2y7pp5VRB7nvXvujaXFomj2unQtuSBNu7+8epP55rKe5vSXUtyYANUyuTU80nOM80xRmszoM+/wBLtdRh8m6t45o+oDrnB9vSqGjeE9Qs9WjTR7xo7BwwltGO5MkH5ueB1roNldN4cttkMs7D7xCg/TrTirsio0kZWmeCbHS7qK48u38xRukMcKr5rdifTB9K6GUnNTTn94PpUD9a1OW9x0falfrSJSueaaAUsFQsxwAOTWJdXL3MnPCA/KKt6lKwRIh0PJrMBrSKEO6CmmlJzSVYhymp0UlQe1QxRl2CqMk1qLEFiCelS2MqAU8VP9nNIbdgelK4EQqWKMu3oKcsBHJqcHAxjFAh6gKMDpS5Apu6mgk0gAtk09RjmmgUjtxigYPKegqhJNvfGflH60+4l2LtH3m/QVWXqBQBbi45qyrVVXip1NAHz58WofJ+IV03/PWCJ/0x/SuJyDXpHxtiC+KrCYD/AFlpgn1wx/xrzQnFZvcZ2l+TceA/DNz1MDXVo3rw4cfo1Y65rqfDWnf2v8JNbJGX029F1H7DYN36Vyy9KllI6Lw/KbnxFpsPXfcxgj1+YV9BHkn3NeF+CdKlHjfTSzKyI7OfwUmvcS3y1dOPKiZSueC/Gq5Mniy0gzxDaDj0LMT/AEFeWt+7YlOnda7j4o3f2r4hanlsrCUhA9Nqj+pNcYQCKsgRWDAEdKUrTfLK/NHz6r6/SnqwdQQaAKT/ALq5Vx0zWmh4FUrlN0RPpyKmtn3wqaALGc0ozTRj1pc0AOxnvRj0pN2PpQGBNAC4xTT1pzE56UnXrQAnSm0p6U2gAzS5xTQTmlNADs0tNFPoAO9A4oPXrSUADc81E3WpCcGmHBNADD2oHFO2jvTZDtUkUAen2VsNP+At9cFcSX8wZj7eYFH6LXlsmTivoDV9H+yfAuS2kX57ewicj/aBDH+dfPpkDYwpH1pDL6dFqMriWTPcj+VSKOFqxbade6g8n2S0mnwQGMaEgcdzWbaWrKSbehEvVT6qKmU8Vr23gzX5Y1JsfL4/5auq/wBa0rb4favKyh5baMk4ADFyfyFR9YpLTmL9jN9Da+GWieZPNrUwBWPMMCkfxcbm/AcfjXpMzbUxVPSNOi0fS7ewh5WFMFv7zdz+dSzPub2pSd3c6IxsrEfVqmQcVCvWrCdKRY9Fy+Md67C2hNtaRRAfdXn61y1mCbhDjODmtNtXnRsED8auGmpz1ddDUkb94PpTAm41Fa3BvVEpGO1XQgBqzEjVeaJFwBinMcGopX/dk+gzVITMa9kL3Teg4qvmgnOSepOaQda1EOp8bBJASMg8VHmloA1IIEiGRyT3qwMVVtZC8IJ6jirIOakZIKdUYpQ1IBx6VGTink5FNoAbk08cDNNpTwKAF3cVETk80M3pUM77LdjnnoKAKsjb3Ldu30pEYBgaj3cYp0a7mAoQFlWzirCVCi4xVhRQB438cogLzRJu5jkT8iD/AFryc17F8dI/3Ogv/tzD9Frxxjioe4z274S2Ym+HPiBWHy3EkkfTriLH9a8ti+4ueuK9r+DkA/4V3z/y2ups/oteMzRfZ7yeE/8ALOV0/JiKmQ0epeB4V/4SeNv7sMhH5Y/rXpRJ5FeIfCGe8HiuZL27llItXKqxyOq17lsLFWHTuK2tbci58teMiLjxprTE/wDL5IM/Q4rBEe09c1o6zcC517UZxk+Zcytk/wC+apctSERhSDn1pkifxp17j1/+vUp9KaOTQBCcOnHQ1FakoXT0NTTLsO9R8p6j0NV0O2568MKALgNPxUSnApzNgcUADv2FOXpzUI5NSA4FAEmeKSgHJooAM000E80me1AB2opCad160AKKfimDrTwcCgBDSZpxOaYTQANTM80MeaXqKADIxV7QLAar4m0rT3+5cXUaN9Nwz+mazqsadfvpmrWt/HnfbSpKMexBoA+oPHhitvh5rigKUFm6gfkBXyi+R719VeKRBrHw51Sa3YPDcae00ZzwRt3CvlXIKg0hl6PPlp9K9J+G21dP1HcAT9oTGT/sV5un+rX6V6V8NVDadqJP/Pdf/QK8/H/wX8vzOnC/xEdqZRjgLx6CtPSz/o91P/EoCL7Z6n8hWeFHoK3NLsWl0uYchpvmj99p/wDrGvLwcHOqvI768lGJVLYjJ71UYnNT3DBeB0qvnNe0cxJHyRVgCq8Zx2qwDkUXBmto8O/zpf7oAH41auIUlQhx+PpUemP9liaJ+HY7iKluZAAW7Votjmm9SfTYfItgmc4J5q+BVSzIMYGRkjOKuDpVozK87YNULyXbbN78VfuVG3NY1+3yKPerQin2pKSlrQQ4GnDpmo6ntgHfYw4IoAu2Y/cfU1aFRphFA9KcDUjH0ppuaKAFpw6U2nDpQAvamOaceKhc0AIeTVO/f5kX2zVxRmsy8fddPjtgVLAaDU8LBWzVUDip4AWcCqAuI248VaUcU22t9oyakcgcCkB5P8dF/wCJVor+ly4/Na8VavaPjnL/AMSrR4yety7fkteK5qWNH0j8Hv8Akm9mfSef/wBDrx3xBH9n8U6vCP4LyUY/4ET/AFr1z4UXMVl8K47qdtsMElxI59FDZNeJ6hqbalrd9qDAgXU7y4PYMeP0xUSGtzufhpYSXXiPUJoThoLIkHsSXXA/Q161qmofY/DV9fr1itJJR9QpP864r4T6Tc2Fzrb3kZjl/cxhT6fM1aHxJvG03wBrUQbaZCkSe4dxn9Aa6Zu8mzKKtFI+c85wWPzHk59acGx1qrLK2faojORWYy85GOOtRb8GqpmJ70qsT3oGWh8ykHvVHBSdVPY8fSrKtSXKgqkmcMCPxoAcCaWkPFKOlAgAp4A7UwU4mgBwIFO7VEPvCpR0oAaaShutMYnigB9Lnp6U1etOoAeKWminDpQApGeajyKeelQkcmgAPJpKBSkY70ANyKYepNPIphPNAHuPw41g618LtY0aYlpbC3liXnkxspK/kcivB0J24rvfhdrEmn+ILuxQbzqdlLbRp/el2koPxOR+NcM0bwu0UqMkiEqysMEEdQaT3GXYM+Sleo/DMhdM1Hdj/j4Tr/uV5fCMQrXpPw7bGmX5wMeevP8AwGuDH/wX8jpwv8RHotj5U2oW8JwweRQR6811N+fKmAiGwIoChR0xXFaNcQnXbNfOTd5mQu8ZOAe1dnqpG4OO4qMrj7jbRpjX7yMq7tYb5vMjcQyn7yt90n1B7VSbSrpWwFRh6iQVbUjPFWVzjivQdJXOeNWSKUWmSkjzJI0HcA7jWlDZ20Chly0g/ib/AApADjrUqj5KXIkDqSY1kEnI/wBYpyD7d6gurhxH5TY3elWg2wrg4NZfiKQvcWksWFdWCtjuCcUmiTVtnYHcCc+tbEEvmL796xrf0xV2JyhDA1rYm5auB8uKwb5vmUDtmtW5usp8o5NYMxJYk5oSFcZnNKKjBp68nHrVgLT4jiVCPWpDEu3g5NRopEi5HegDU3UqtUO6nA1IE6nJp4qJDzUwFAC9qXNGOBTCTQMUtUJOTTmPFNAyaTAepwKw1zPKzjkFjWvcyeVaysCM7Tgn1qtZJDbQpHnJHUnuahvUOhCsLehrTsLI8yPx6VPDHE672xjt706a5wNqYx7VdwFllVMAGq5bIzmo2Yk5NNpAeS/HB90ehrn+KZsfgteQV6r8bJgb7SIf7scj/mQP6V5VUjPYrO//ALK/Z6wfv3rywr/wKQ/0Bryxa950fwlbeIfhHpelzjbIbbzoJP8AnnI2SG9+teG3VlcadfT2V3GY7iBykiHsRUSQ0fR/gVXuLK91GdgZLq4AGP7qKFH8zXO/HSRYvBlrHwGmvUGfUKrGsTSdc1Lw5cs0bEwswZoJDlTx1HofesT4u+MYfEUGjW1ujx+V5ksyN2Y4UYPfjNVTmn7vU6q+BrU6Ua7Xuy6nmLRhhyKhe3GeKsLz3p23PbNaHCUPJIOcUBSKuunfFQMMZoAi34GKrTSl3XngVJKw5qqeTnNDGag5pTSdqTPvQIcKX2pBTgKAFUdzUhoC4oOcUARsPSm96eaYOuaAHqKcKReKdQAlKOOtFKOaADPFRPUpqJ6AG5pSc0lGaAGk0zqDTn5GO9IOmKAJbS4ls7qK6gYpNDIsiMOoYHINafiy8Oq+JLnVRCsSX2LhVTpyOf1zWKFaRsdB61o7i1nDGcnyiygn0PP+NJq7LVuV33GRZ8la2tKmlW2mVZGClwSAcDpWdtH2UfStTRE3W8pwOHHf2rmxK9xmuGf7xHReD5vL8Y6UWx80+38wRXuKzx3MBt34dOP8DXhOjSpb65p8rFfluYzkf7wr1y9YrdFkOCDwRTwduVmmK+JFl4Xhcqw/EVLHkgcGqcd9KBhjke/NWVviQB8tdVzlsXI4mIyeBTpJUijxn5vQVSa5durce1QPOERm9BmpbAe12/2+NG6FSRTLwJPMgf8AhYEfzpskLedHL6JioTlrlDzjPfvULcdzdt+gJqyDwaqW5+UVazxWpJG/SqM6davPVWUUIDPK4oBIOalcVGVqgFSUoetW43Egz3qlirFscMR60mBbpckU0GkOaAJ0fmrcbZrND461ahmFIC7tyKicU9ZBio3cY96QERpVpuacvSkwM3XmP9myoON3GRXJWeuXcM0dvKBLGxC5PVfxrp9Zk3IE/wBquLukKXqbRnc4A+uawle5qloeiWk+61Q+o4qYetVLZcBUHRQBWgkW7vWy2M2QFueaXNSyQbelQNwKAPDvjNNv8U2kQ/5Z2ufzavOQCeB1PArrPiXffbPHV9zkQBYR+A5/nWH4csX1XxJptgi5M9zGp+mcn9AakZ9W+HrL7BoGnWneG1iQj3CjNeOfGfTUtPFlteqoH2y2y5HdkO3+WK92gA2Z/KvI/jpt/wCJD03Zm/L5ab2EtzN17CXcaDrs5/OvJ/E155mtyL2iwgr0fxbfG2vIZjE6rIhA3DHzD/61ecal5dxfztgMGbcCR6isoL94z6HGYiLyynCD66mdHNzVlZBjrUDWoHKmo2DL8proPnCxJeRrxkVUmu0YfKtBtUbncQaia1Veko/KgZAzFjmm0rDa2M5+lCjJpAanBFIODTjwB9KjJwc0xEgNPVajU5NWEFADlXmkfHannionPNADDTV64px6UKMUAPAopRzS0ANpyjIpABT+lACYqJxzUo5psgOM0ARY5oI4petBGRQBXkOCPrTlXvQzqsuG64qVWRhyQBQA5BhenWrEChlbk5B/pVVriJRjcKl0uYTakkBYATfu/wAT0/XFFwsXWAFrx6U2HUFsomXYzFjkYOBU0q7bdgRggYIrKueq/Ss6kU9GVTk46ot/27OlxHLGoQIwcd+hzX0PDcrqGn2l7GcpPErg/UV8yEmvYfhv4tt7jRotGupES5tQVj3HG9M5GPcZxTppR0RUpuW53uMCgZJ+UHNN+0xg8AtStekHAULVMRPtZV/esFFV3u1MqRKgKnk59Kzb3WrWB9ss6+YRnucflWZL4ks7dGePdPM3oMD8zUNoDrb7XbWwspJ5QVRR0AySfQCuJ0PW9V17xrHLJEbbTIo3MULMCzE4G5sfyrEvtUnv5hJcY4+6g6LWv4Lb/idN0GIjx+NClrYHHQ9St+lWaqQE1bHStmSNeqsgq21VpBzSApuOaZUrjmmBNzADqaYDetPgU+cKn+yMF96dFD5ZzRcB+2gipAMml20gKrcUiuVPWrLR5FQtCR06UATJPkdalB3VRGQcc1bhPApASAUrEKpNLVW8mEaHmpbGjF1OXdcEZ4WsaBBNq1uMdJA35c1ZuZTI7EdzSaZEPt249dprJq7NNjo4Jtrn3rUtptxrFQEYq3DOUIrVEG/5e9eRVd7LJGPWmQ6kgGGzVtLq3k6tj3piPkXxEzXHifVpHzuN5L19nI/pV7wHqtpoHjbTNRvgTbRSESFRkqGUru/DOa7H4ueC00bWP7btTus9QkPmAf8ALOXv+B6/WvN1iRW96ljPsOKWKWKNoHWSJgGV1OQwPQivFvjZdCXxDplmD/qLVnYe7N/gKtfCHxlMbuLw1fPviZT9jc9UPUofb09K4bxxqx1rxrql4CTH5xij/wBxPlH8j+dTJ6BHc7jxlbafe6N9ivJ/KlkO6AqMsGAzke3rXht7IttdPHHJ5qqeHxjNeseIY/tOoT3AlZW8sRgvwFQcke3PJry/WrUS6gWt1UggbyhyufUUoyvPQ9Wvg1RwUKjesnf5GZ9tlbhATS+XcScv8g9Wq4YZFXCuI0AxgAA/nUTRxq2ZHQ+pZ9x/IVseQVjEB9+f8qbi3B6u3tV0y2SDIhyP92ozfwqPkhUfhQBVlKMFVE2kdscmm24+c59CKkkuFmcvyrYwPSnQREbMjkn+lIC0eg+lM6Gnsewpg60xEiDPQVaTpUMS55NWFGBigAY8VATUrHFQN1oYDT1p4zTcU9aAHgcUGkHtS0AIBS470Yo6igBw4of7vtTcGl55FMCP6dKG6UfhTTxzSAzbokztjNMWOV+AGq2XlLHbFkA9TTgZwP8AWxR59DzQMjj092HzZFSQWM8MyyArhSGyD6U4CMYMt0H/ADoZ26wZBH8G7IYeo/wosB0eotG7TvH9xmJH4msprNp7aa4VwFgC5Ujk5OK0rhQLNT0LQoxHoSBVSOTZaXcf/PSMD8mBqJspbu5nJGiSAuN69xnFdv4ftNMljWaCGMPgE8dD/OuJbOARVm0u5rUrJC5U45A71BVj1JWljACSyDjsxqCaWcctLIc9yxrGsvERZlivGCsVBBxweK6FRFOoKkMCMg1LYWMt9xfIzyOajOAfm/Sp9UltNOj825nCZ4AAyT9BXL3fidfu2tu3+9If6ChJsk6AhT1IJrpPBkeNWlOOPL/rXk8ut6hKpXzzGh6iMY/XrXq3w40w2Xh6O+l3Ge9l3lmOTsHC/wBT+NaQjqDeh6bARVsdBVSzjMgyDgetaItiF4OTWzJIDUEoq0y/nUMi8UgKTDmn2y5lz6CkYYNSWg5c0wLLU3BqTFJSAaBSgc804U4LQAKmTUohUikXiniTFICtNbqpzimIuD0qaR93WowO9JgK7bVJrn9QuTIxVenetG/udoKA8msZhk5qGy0VCtJbyGO9hGDhiVJ/CrSRh5FU9O9WjZwuVPIZehBoURtkwk4o85h0qaGyhYfPM6/Rc1ZFjZKOZZW/DFVYm5nm5lXoaek103IBP/Aa0Feyt2zHEN3q3zGq91rMiqREn4k0COQ+I903/CEXsV1gZ2+WD/ezxivBvMbOc10vxF8S3useI5raS4LW1m3lxxgYAbucevvXHq5J5NJjO3+HM8i+OtNkTrEXkP8AwFCaxt7SO0jnLOSx+pOa6j4NWYvfHQyOEtZefQkbf61zdxbtaXk1s+N0MjRnHTKkj+lRIcT0TxppzDSNS1ATBQlun7vux3gH8MHmvILn7TI/yOqR+ua961qHTr7Srhby6McQXaVCnL57V4VqGjvaXOzzpXtWy0UrIV8xQcZX154rSNlsVUqzqKPM9lZFEi3i4d2mc9geKkSYLysEagduppUQocQ2yqP70nJqXyrg433Gxf8AZUCqMhmWuCWa0Le7nAH4Ux7eEAmWSNB6IKm+zQEfPNI593qOSKLB8pYFx3dsk0wK7NaAeXEhOT941IDtmTJ4z/SoxE28HZF9VNEp2hSSchhSAlPPShFyaQsBmpIgW7UCJ4xUxIApEXC01zmmBG571CTzTnNNpAOGcVIvSoh7VKKAHg4oJwc0HimmgAzzml702lzQA7NCnnmkGMUg60AJ3NNY4HpTzwxqKQ4Uk9BQBTUtOCxAAH95sCpkjiTgvn2jSkjmy/7uDcferBa6I5KIPRRmgY0Jbn7yv/wJTUgW2KgEKdvOOhpv7wY3zsv5fypxR3G07ZAxwPMG39e1MRu6hCsEJWNw8TRxvG2f4SARn37H3rKHII9VNbGr2L6a9zZyxRxPFtBWNty9AeD3HPXvWSoBAz2rKroiqerKb/dojOUHtxT5l5aoo/ut7Gs+hp1NfVImjZFZcZjUj8qTTdeudMdRuLwjgrnkD2rQ14KYIj0IjXH5CufmGbZCAAeQaypyujWorF/U759TvHuGJ2nhAf4V9KzmXBpgJ3RkHGRVsRZHBx9a6Yu5gyOztJL6+t7OIEvPIsYx7nFfRsdslnawW8QASEKgAHpxXjvw805rjxzYFkBjiDykjkZCnH6kV7XKvzEehrSGxDNuzYABQBxWpGc1gW82GFbNvKCM0MBZIW8zjkGo57VlXK8+tXQQaG5FIDAdDnkc1PDHsQZ6nrV2VF6kCoDwaoBDSYpw5pwFAAAKeBRinUgEIxTCaexqMmgCMnNMkk8uIsewp+O9VJmMswQfdHWpbGihOGI3t1Y1XYYrQukIQHHSqL9KkZFBj7SoPGc1sw2sEgBaZlHcgVzdzcC2dJGBIDcgda6vRL6yngVXCOHOQ1NNbBIctnbADbdTf98infYrbvczEf7orTfTYZPmicx/Q5FV20iQ/wDLwPyqhFQ2lig+Z5j9SBXOeIvGfhLw7FLFcSiS9VNy26/MxPbPYV0dxoMzISk4z7g183/EjQtS0zxjdfbFO24xLFJzhlxjAPtSYHO3Nytzcy3Dgb5XaRvqTmpLHT7rU5PJsLKa6k/uwxliPy6VQFnM3YfnXoXwmt7r/hJprOGeWOG4s5hcGM424U7W+obGKkZ3/wAKfBk3haK41XWNsFzOgHlH/ljGOSWPqf0xXkN80T6ldtDJ5kTTyFH/ALyljg/lWnqHjPxLqNmdPvdXnkgAMbptClx0+YgAmsVMCpbuUj2XxTbT3Wg3C2rYnTbIuRnOCCRj6ZrC+Idro2q2lpY2YKahaKI7Vo1yrJ3VsdBnkH1z611st3b9PNU5964fxIqafDLPbmUpK6oWVcld3GPYZrS9iFseXahpuoWofzHUbH2NsOQPxqmlhKxGZjX0Z4f+H8EnhG5tLyFWnvk+d26xjqoHvnBrw7WNHutD1q80y7J862kMZx0PcEfUEGqRJlpp8Sn5yzfjUq20A4WFT9eakAPUmo3uURTjBx1Pb/69MBptIN27yefReKgvkEkRKxsrLzyOtSfa9x4Bb9BUE8rhd2wDnn3FAElvEkyKxPNW1jCDisu0k2kqTgVpJJx6ikBIcYqu7ZqR2zUDHrigBpPNFNpQRQA4HmpVqJevTipRQBJjjFMNLzjrTfxoAPSiiigAoo6Ud6AA9c+1QXTskXyjqcVOegqjfuQEUZ5yaAFjvdqhVjy3fNTqlzLjcRGKjsURFLHGc9a0bdWupBFbI80nZI1LN+QoGVPsQ7zPn24pDaeSDIJHYY+YE9q3H0HWYojLJo2oon95rZsfyrP+VgwzkjgjvQDTR0OvyWTWNjDZXMtz5NlHHLPKmwuwJI4yeACB+FYaxv5Jl2koDgkdjVm5P+jt2BAwPbt+lWtGI+zTBlypbBH4VlX0iXR1kYcq5YmoEBXfxxitYafNPcOVQrHuIBPf6VI+kl4wifK4PO49qx5lY15Xcta9gwRk/wDPNMflWGVP2fkdwa3NfGyFFPJCqP0rJhAeMg9lzWdJ6M0qblAgiNT6HFXozlAaryIAkg9Dmtnw/oF/rzFLOMbU+9K/Cr7e59q6I6nPNHonwh0rP9oao49II8/m39K9CuU2zH3qHwxo8WhaJBYRc7Bl2x95j1NaF5FwHH410x0RkUgxBrVsZ93GaysZ6VNauYpRzwabQzpYyMCpT0qpA+VFWQciswIpRxVNvvVoOMiqMowRTQDV61Kq5NRL96rKUwGUtOamkgUgI2PFRk09yPWoSwpMBk0mxOOtNhTC89T1pgzJLn+EdKtImakZDJHuBBGQayrqLyWx2PSt4rxWJrTiMqPQZpgjmdSWedpFt4GnkRSVRSBuP1PSq3hzQNV0WKa+nvJJr26PmT2gYeUD2A9wMDOaz/EfiefwxJYS20SzzXEp3xH+NBxge+SK7+w1ORoYlutMaLeoLjcG2E9iR1/CoiupTZJp/iICNI5hPbydNksZ4P1GRW5FqpP3mU/jWZ9ntp/9XMig/wALdqkFgCOHjar1JNldQVupH4V5L8ddWibTdIswv7wzPLuI6ADH9a719MmByqj/AICabc6JaTxbdXsYbqADLb+Qo70gPlRrknrhB6nr+Vbnh3xtrPhpyNMmHkscyRyRgrJ9e/61mXK2y3lx9mUeQJX8v/c3Hb+mK07Twnrl7ps+owaXMLOCMyyTuNihQMkjPX8KQzs/G+p6P4m8O6R4isrdLbUXla2vI1GCSFB59cdj6GuGUVHFvWBYy5K5LAZ4ye/6CpkqGUe33D5njJ67W7VSlfzEaOT5lPUHkU67u4/PjYyrjDZ5rGm1pfPaJIy/l45yBmtjM6vSNe1W8nTT4UAGTmTH3QOpNed/GTTUsteXV4p4ZFuI0jeHeBKrKMbsdwQBz2NdTYeJrTRPD2o6jkGbcyIpPOAAT+p/SvD9e1278Q6tLeXUm6STjjoo9B6ChbAUHnluG2gcf3R0qzFYqfmlO4joO1EEYj6DmrO4A4zk96YDljRQMKBSTwLLGycZI4pynPWnqwZggDFvRVJJ/AUAc6uVlAPBzg1oxEjrUOpQBJi65U5+ZGGGU/Q1JbyCSIHv3oAmY4GahZuae/Sq7HmgQ7NKKaBuqQKcigB65qUetMUU8UAL0FNNKabQAoooooAKOKQmjNACn7o+tVLkLv3su/avTOKtHp+NQyx5z7igDf8ABPhKbxVdENIYrGDHnSDqxP8ACvvX0D4c0TTNDt0g060igXuVX5m+p6mvLPhHqCJYXemnAkSXzD75H/1q9fsm6VyVZO9jtoxSjc2XztPJrg/F3gvS9fgkkaFbe/A+S6iGGz/tf3h9a7p/u1l33RvWsrtao15U1ZnzNP5sVrJHOAJYSY2A9VYj+lXtE3tayMMFdw6fSqniCWRta1GJQMG5kAAH+0ateG5mitpAV3KX5U/0rprO9O5x0laZuQpvGQOnY1M1skq7doz2PcU+IxuuUHGe/GPrVmNQpycVwM7EjlvERxuUnJGMVXXT0WyguEJBKfMOx4qXxGczv9a24rWCfRYhFKnnLCpZFYHt3HatINqOhM17xxbAtOV/vLj8c19D+CtBisdIs7PYNsMYLnu7kZYn8TXz5MPLvEJ4Ct/WvqPQXhe0tZITlJIUcHPXIBrtpHLUL5syhygyPSl+xySDaU4PrWoqginY4rW5kYo0pYgcHcxqtcWRjXcB0rdY9qjmUPCwOOlFwM+zk/dqDV9HHTNZcBKkj3qyuWbigC8eRVWVfWrccRVeainWhAU1+9VtRxVVSN9WgeKYDWPFQO3NPdqrSPUgI781XZy7BV79aHk7DrUlvFzk9TUlEkaYUCp1GKFXAp+KaExrdK5jWn8y8VOwGTXTSHANcm++7vn2KXJOFC8k1Mho8z8ZaN4g1rxIl1pWm3M8FjGqLJGuQHzuOPXtXq/hu21t9Jgn1aKD7Qy/vIVHQ+x9a3LOCezgA+ylFHdOtaUF9G+BIF29N46fj6U0rA2ZSW+nXDbHEsEn900sumW1t1ublM9DxitS606G6XcpAPYiqqte2imOeD7RD643cUxHJa34v0Lw8sguddLTxj/j3QbpCewwOn414rrHxE8Tawk8L6nNHazEjyY8KAp/hJAya1fit4WXS/FL6lbSf6NqZadFPVXH3l/UGvPzDIvv9KTYE1sGS4ildUlVGDeW5O1gOxx2r27UvHmn3Hw4eTeiaheW7Wy2SnPln7pPsoHIrgfC/wAN9b8QWkN6TFaWUvKyynLMM4JCipfHWiWXh7XoNNsWLpFZxeYzdWc5JJ9zxUt2GjmlHAqWMVGoqVOBUFnrsjDb91R+FYF3afars4GGB4bHH41qXNwkZwzqPxrn5bub/hJLKOGViskUvA6dO471uZFGx0VPFchtJ5ZLZGDqzRDHzL0OO4rP8UfDJvDejJqVtftebW/eqU2gL6jmtXw/qxHiuG2X92saSSM5PUkDjHpXouslZ9I2SIrozKCMdQTzSYHzqj7gOc1MMIBxknsOST7VZ8RaZ/YGuXdqEYRb90IYfeQ9Mfyr1T4c+CYLKKHV9TVJ71hujU8rCD6D+970pVFFXNIU3N2MXwt8LNU1kR3Wqs2n2TYIjHMzj/2X+devaJ4T0bw9CI9Pso0b+KRhudvqx5rVt2ByB0qeuaU3LU6owUdjx/4x+D1urI67axD7RbpifaPvx+vuV/kfavD7Jirsma+xdRtkurVo5EDowKsrDggjBFfLPjPw1N4S8TyW20/ZpD5ls/8AejPb6joa1oy+yzCtD7SMt6jSPe2alPzDPWp4kCL061uc4scChenNDRjqKkzkUhpgQkYoFOYU3GDSsAdqTGKWkoAKKUDNOCdeaAIqO9PZMUzHNAC9jS7d1Nz1qWPlPegDV8I6gdJ8WWcmcRznynx+lfQ2nOXxivm3TtK1HWdQit9KtZLi6VhIqoPu4PUnsPevojRXYxRBxiTA3D0PeuautbnXh5aWOlZvkB7Vm35wCewGa0yAYsVlXp+U56DrXOzoR8v6lI0uoXc3IZpnb/x41u+GbZJ7KVnJGJO30rBvpN13cyAdZXOP+BGur8KSbrO4bYoVnGQv0rer/DOSkv3htx2cbIPJyhxgMOv4+tPQlTsm2hjwCPuk/wBDUrzw2yebJKkS453nFZV74p06Mfule5k6fKNq/iT1rjipS2R2OUY7nPeIT/pD+zc1jQygMHiYo69CvBFWry9e8lLOqqCcgAdKpSZM5lLEs33s967KUHGNmcdWalK6PcPhl4e8MeJfCRa+0+3u9QimZZ2kHz+q/hivQorKDSRBb2sYhto1CRoOigdq+ZNA16+8PapDqWnylJYzyp+7IvdWHcV9HeGfFFh430IXNtiK7j/19uTkxN/UHsa6EYs6eCUMvWpiwArHtJyG2PwwPStHfkVQgxk0rplD9Kap+arKgEUAYONszKfWr1vGcZNW3tomfft5pMBelADs8VDN0p/eo5T8tAFEf6yps8darg/OaWRuKAElkAyM1TeQk8GiV+cA0sMBJ3GpGh0MRJyetXUTAoRMAGnigYY4opcgVUurkRITmi4iK+mJjMcYJkf5VArQ0vR4rCMOyhpz1Pp7Csa31drWUSm2WUE8kHDge1dJZX1tqEXmWsodQcHsVPoR2qYyi2VKEkrsn5H0qrc2YkzLCdsndezVazimk45BqyChDM6KTHnA+9H6e4/wriviN8R5fC8EdnpTxS6lOu/c2GEKepHqT0FdzdW5c+fBxIOoHevFPiN4D8kz+I9HQmInfeWwH3PWRfb1HakwPPdY8Uax4hu1udXvHuZFBCbgAqD0AHSq9vatf3EUMI/eyuEUe5OB/OqkkY++vINei/DDSbO1luPFesOItO0zlNx+/NjgD3H9RUso9M8Ra9pvw/0C0stpkuEgEVtAn8RVQCzei57+9eC319c6nfzX13IZLiZy7sfX/DtVrxDrlx4j1y51O44aVvkT+4n8K/lWYOahloeo4qRfSmAYp46UgPRrpYluDsjUYU9BVaC2+16pEYR/pEMLy59FwQf50+cl5c7h0IIHNS6evlzG5GBIsTruI5we1bmR5nJqsum6210iRyErsZXGQQetdXF441O7ngtb420NngHKLjoeOa4XVlP9oSDHBPH51LK5uYLaGEGQrHhgB3zSA7T4jT6TqllY3EFxG91CwA8ts/KecH8q3/AfixbuFbWZwJVAGCa88t9HurxtrQyIgAGWXjitex0M2M6zpM6yr02jFROKnE0pzcJXPebS6BI561qK/HWvOvDeutdR+ROQJ4+D7+9dva3HmKATzXLtozu31Rec5XFcp428H23i3RHtH2x3KfPbz4+4/wDgehrq1IYUpXIou07olpNWZ8jXGn3el302n38LRXVu2x1b+Y9QfWnDgV7t8SvA3/CR6f8A2lYRgatarwB/y3T+4fcdvyrwMTYyHUqynBB4INdkJqSOGpBwdibtSE4piShjilb2rQgTOeelIaMUNx9aQB0ptLmigByDtTwMUg6UpOBmncBCKiYYNOZ8VGz5pANJGDViMYQVWGDVlD8v4UAfRPwrfRP+EESSwiht5huTUpXOW3gdSfQjBAp2mTJJdxtCrLE5yqv1A7f4/jXiXhLxTP4V1dLpYlntHKi5tn+7KoOR/wACHUGvcdEv7XXZf7VsWZ7WeT90WXacDrkfXisa3wnRh/iOoxiMVnXce7cPWtRxhQKoz4LjnkVyM6j5b1mJYtb1CNPurcyAf99GpbLUrmzsDBbyeWrvuLKPmz069qv+N9NbTPGGow4+R5TKnuG5rFXiNR9a6kk4nE24yJJJpJm3Suzn1Y5qJj60GkPSqSJbEPzHg0xgaaWINODnFMAQkV0PhLxTd+Etcj1C2y8Z+SeHPEidx9fSuf3A0dRTA+r4r+01nTINa0qZZYJFDZHX3B9CO4q5a3azIPXuK+ePhv49bwnrH2S9lP8AY10374Yz5bYwHH6Z9q94lVY/LvrJ1ktpQGDIcqQe4qkyTZ31Ks2B0rOguUnjDKasKSaYFlpiaZkmmgU9VoAdUco+U4qXFRSfdxQBnc7zSTNhR0pT/rCKr37NFZzzLjdHGzjPqFJ/pQxkkNtvO5ulXFjCjAFeD2nxF8f3FitzDcWhiKM6n7KmSFOD9etSN4/+IomMRktBIA5KG1QNhfvHHoKm4HutJmvDovH/AMQmUEfYpOGYgWyZAXr3r1Lwdq11rfhHTtSvShubiMs5RdoJyRwO3Si4G5I+1ScisS6czS57CrV1dB2McfOOpqk3Arnq1OiOmlS6sZjtRG0trOtxbSeXMvX0ceje1ITSE8ZrmTs7nXZWsdbp2pwapBuQhZl/1kWfmQ/4e9WSR0NcGJZba5S8tSEuUBAYjhl/un1Fdjpupxataeag2SqcPGeqtXZTq82jOGrScNVsWM4ORWddwAOSFBVx8ykZB9citE/LXmXxA+JEejs+l6M6S6iOJZiNyQ+o92/lWknYxRy2pfCjVLnxROtg1vDpU8nmJIzf6kE8rt747Vz3iu9tYpk0DSXf+y9OJTOf9fN/HK3qew9AKfL8RPFM1tJA+qHbIpUssShgD1wQOK5fNQ2VYeKctNFOFSUPqQYxUQNSjlPegD0t9U07cTDb3E3+7FgfrVSXVxGpMenBQQQfNl/oK5xPFj7Nlxb7v9pGxUM+pWt4MLcSQk9nTI/MVtcyLc+q2kk/lT6daOAOqJ0/Gren3mhK6/6KkLdznFYsenxSPujv7eQkYxu2n9atxaBNI3GSOuVIIouB6fpdv4SuY0aS53ueq+aK6i00/wANIAYYYPqwzXhL6I6NyXX8KtWek6y8gFg94x7CLdRcD2rVtA0u/s2kt5IILqIF4pUAGCB0PqDXM+Hdbt9WsI7m3kDKeDg9D3Fcxc6V460/Qr6/nmeG2t7d5H89hnAU9B1rzXwF4rfw9q6wzv8A6DcMBJn+Ano3+NZVIX1W5vRqcr5XsfTlrNuHNXRyKwbG4yFdSGU+ncU/XPE2neHNMlvLyUFkTekCsN8vIHyg/WsYq51S0NoqBXg3xl0DTbDV4dRs50jvbvLXFoOpA/5aAds9D69fWu9Txl4g1XTrq40zQsEQ74wzZdCGIIK98/KQfc5rxXXVv9T1ueW7eabUmbMiMh3qQOQB6D24ralTadzlrVItWMaKPaA3X3pxYVLZWdxf30NnZx77idgiRA4yT6e38qu3nhrXLEkXWkXsYHUmIkfmK3bMLNmcDQV45p+zy22sCrf3WGD+tLwaBEFKvrT2Qc0gXFAD+1RsSBUlRNQBCck9aRhgdacQAOaiYlm2pzQBInIBqyuCvpUSJtUDuK19D0S91/UUsbFMseXc/djX1NA0ruyKVpZXV/dpa2cLTXEhwiKM5P8Ah71714X8FXml6Xbxf23eJKkYGxGxGhPJwv19aueEvB2n+GbYiIebdSAeZO4+ZvYeg9q6yIYFctSpzaI7KVLlV3uZdxqN5pUQ+3W7XES/8vMPP/fS9q5efxn5eosnkGe2ZgUkiHzAe696718YJPQc15z4m0nyyL6wJh84lZo1QMpBHXHbnGcfXqKzunoy2rLQ8w+Id8dX8RrOjOiLAqggY3cnn+lczEjIhy7Nk962/EOorfOqmONJEmlbahyI1YjCZ74IJ/GsfsBXTH4bHHLWVw6CjrR1oxTERsKb0qQjNRsMGmgCnA5FNzThSAryrlgK9F+G3xHk8Nypo+rFpdIlbCuxybcnuP8AZ9R2rz6Qcg0NgLuI/wDr0wPqyWPyAt5YSrNbOMgo25SPYirlpfpPwThu4r578A/Ei88JyfYr1Xu9IkPzR9WiPqvt6ivc4Pser2Kanotws0LjPyHOPb/61Vck6NHBqYVzdrqLxEJNn/erbguVkAIIIpgWyOKrs4BIPFThww5qtcKM5FAFOQYmOKp6ucaJfnOMWspz/wAANW3znPpWX4kcp4V1ZhnIs5en+6aBnmXh34X2+peG9Pvn1rULeS4gVmiihVlXPOAcjI7/AIVpj4QW7KwPiPVBgFvmtlwe3XdVnRPGfhxdBsbZdYS1eK3SMxyfLyFAPUetdXpOpabe6eZo7j7aPu/Ixx+YxWUnYtJvY4l/hGn2Wd4/E97/AKOGOx7cAE4zgfPxnFdL4aFxpvhDTNMePypYYQsvOTkknH61p3NxNPhXb5B91B0FQKdprCdW+iOmFFLVkwUKAKRqaXphkrI3FYgVGxpGJNJ1qRid6ktJmsr6O4QkcgMo/iH+NY+u+IdP8PWvnXj7nPCQoRvb6D0968j13xbqWu3fmPK1vbqcxQxMQF9ye596uEXe5lVmkrHrHxJ+JD6ZM2jaMy/amj/0i4zzDn+Ff9rH5V4nkkkkkk8kk9ajLM7F2YszHJJOSTT66GzjFpwpopyjmgY4U4UlLQA4U8dKYKeMkhR1PAoAjW4tblwsKShj/CBu/lXRad4F1/VUD2lhMVPQyIUH5mvaotU8LaKu2xtLaPH/ADxhGfzqG58fcEW1t9C5rVIyOB0/4Ma7cEG9urW1X0Db2H5V1+m/CLR9NAe+1W6lI6hHEa/41XuPFup3PCyiIeiDFZk+oTyHfcXDY9XbinYDvEi8KaPEESOKRl7ufMb8zTJPGNpCNtpanHbgKP0rzG58RaVaE+Zdq7/3Y/mNY9z47iXK2lmzH+9I2B+Qpgdv478T3t/4L1i3CqiSWzKQo5xxXznNbYhWZPT5h6V2+p+KNU1C1lheRI4XXDJGuMiuYIHI7UAelfDHxuPsL6ZqMuWtULxsTy0Y5I+o/lXH69qmo+L9cF/OhPmqBHHEpJjjDELx/nNc/azy6RqMV5CAwjOQCeCDwVP4Vv8Agm61BdU2aadt7IoiikkfCqvUqfw6Vm48t2jV1OZKLLN4t/YWz3WnXd7Hcw8TSLcvuJB5JHGOPwIFY39o3MpS5FzMJY1BWV3+ct/Fg+n+NdMbS9uNXt77VY7l1LEPOz8vHkoSU64GcEj61ha5pFrpF+bS33SoFaSOQPkspXgHtkH9KUJW3Jkux6R8LtIi1PU18QG18vyo2idWHymU/wASDsMfrmvYTGrpggEGuX8A2hsfB+lxSLtlMCtJ/vNz/WurArOUuaVzshDkikY99oenX4KXljb3C9jJGCfzrmNa+GHh6/tZDaW/2G52nZJCx257ZXoRXfSqGXNZ12xiG4gle/tU8zi9CuSMt0fMV7ZT6dfT2d0hSeFyjr7j+lVh3r2zx/4KTxBZjUdPUDU4Vxt6CdP7p9x2P4V4k7NFK8MyNHIh2srjBBHYiuqE1JHDUpuDFPAqM5JpxZcdaTco7iqMxfLUjkUixKv3Rg+tRSXccfUiqsl+8mViX8aANBeZkiTDSOwRR6knAr6J8F+Erbw1pKxgiS6lw082PvH0HsK8B8EaW2reMdNifLBZRM/sqcn+lfUPKQDHHHNYVpdDsw0N5DlkAm2mrQbaKw9Ou472SSSNlZFcrkHPSthiAua5kdTiRXchFs+O/H51zOvts8PanJu2iOzkwR2OMCt66IMZB9R/OuP8dXbR+DtTSLchaIkn2yP8apatES0izwVVZUAbO4dc0kpZcMPyqdT5mQ33j0Y1FIpVtrZDDsa6rWZ5wJIHHHWnZqs4KncOKkjlDjnrQMkB5pGGaKM0ARkU4cUMOabQArDI9u5qMHeQB06ClYlzsH1NOjTZyetAC7R0rZ8L+LdU8HambvT3DRPgTQSZKSD6dj71jtxSdRzzTA+mPDfivQvHVsDayrb6kFy9s5ww9/ce4q5JHdadJnacdfUGvnHw1o2sarq0cuktJbNC3N2pKiL8R1PsK+iLO6uGsIYru6e4lRArOwxvPc4qZVUjSFNyNez1aKcbScMO1XWcMuRXOmKFmB2DI7jirUcrRjhjj0NR7ZFugzQaql/qOnafbD+0biOKOU7Ar8mTPYDvVHWNUntNEvriFAZYoHdOM8gV8+3uuX2pXiXVxcySSBgwZ2JPBzVqopbGcoOO59D3UOnyjalnAx6FmhX/AAqEIqIERQqjoqjAFVtMv01PTYLtOkqAn69/1q2elcs5OT1OuEVFaDSOKhcYNPZjUDsTUGopb3puc00ZNWraymuThVIT++Rx/wDXppN7CbS3KskiRRs8jqiKMszHAA9a8+8RfEuOHdb6Ftlk73Lr8q/7o7/U1d+MGowWOn2egwMfPmIuJ27lBkKv0J5x7V5EK1jTtuc8619ETXFzPd3L3FxK8s0hyzuckmk60wVIgxWhgSL0p4zTVHFPFK4g71IKZinimMd0FApKcOKAFA5p8W83EQjz5hcBeO+eKbxWx4TsjqXjHSrUKWU3Cs+Oyg5NAHQT61p9r/rbpN391fmP6Vmz+MbdMi3t3kPq5wK5KOzlYZA3EdVUE4+uKaQVODwR2rZNPYyNm88WapLG3lOkA/2F5/M1mT3dzcnM88kh/wBpiaryg+SxqUDjpTAZGFeYISQD1x1rpJPCjrZCdZ4AxXcEVtx/E+tcyY8ShlY1rprN35CQRBY1UY3dSaiSd9Bqxj3W6O2lYdVU1kC9Xvke1bt7GXtLgk5YoTXKbHzjafyq0IsXFyJVVVGNpJz65qSxv5LOZZY8Njgo3Rh6GqRBBwetJnHSgD0CLx3r13p0cKoP3UYhjkwGO3BBXnrnNb3gnwc2s3KX+qlPJJJETHAc+n0rivCDx3V2ljIwDFsqT3HcV7lpdnb29ukcWTasPl3HJQ1hUk1odVGCfvHVW8ZtkWJ8BeilTkfSrqSleG5FYkMIjUoBtbHHPBq5BcADy5GwexrA69zRkkXaNpyWOMU2WMSRnIBGMHNVY3Mcu5hn69qle8QAg9+9VfuJIwpNRt9JujbXUmxCu5Gb+79fauc8S+FfDnjE+euo21rfKny3CSLlvQMM/MP1q/4+0B9e8NTNas6X1spmt2RiCSOq8eo/UCvnr+2tUCBGvpmUcBWO4D860pRvqmY16lvdaJNe0680HV5tOuDE7xkYeJtyup6EH3rKLzyeoFXG1C5f70in6xr/AIU37bKeWSI47+WK6DhK8duXILHNXEtwB0wKQX7nrBAT67cf1qUaghz5lnEc91YigR698JvDRt4W1qZcPcLshBHSMHr+J/QV1nxD8R/8I74TuZkfbcSr5UPruP8AgMmrfhDULa/8GadqgRLdJIBmMH5UKkqQPbivFvid4mPifxBHZaexltLU+WgXnzJDwSPXsK5+VynqejzKFL3T034Wajcan4YFxPBHEofyk8sYDhQAWx9a7uaRVhJJwV5rnfA2gyeH/CljYXBAnRC0mOgZjkj8M4qbVbqSe5S0tyck5YispvV2NobLmLpfzgncFsmuG+I02zwtdc/f2L+bj/CuzMq2Vkd54A5JrhPH377whM78MJYePTLdKVP4kTV+Bs8m7dKhujJIyEHJVcfhVjjHSql0DvXD7eK7pbHloYsmflcYPvTZEK/MvWkJbGGUOKaJCnrj0NQUSxzBuDwamzVRsH5l60+OXIAPWgCcmrcFtZyIPPnnjkz1SMMo/UGqSndIqjuasg00Ji/2cqk+TcpKvqVKk/hStY3SIX8l2TuyjIp0YLsAuc+ldL4GSa58YWMKSOIVcvKNx2lByc+1PlFc49uDg8fWu08PeALm6niuNWHkWbJvCK3zuO2fQV2/jfTdLmjkeygiifqCFBB9etcT4c8M6prd5jzZbeyRsSTKSAf9leeT/KoknY1pWctVc9KsktIFj07TokRE6RxjAX3P+NbkFsUT5z83tSaZplppVkttaR7I17k5Zj6knkmrTOFIHc1ytHf6CbKU8CkLcUx3AHXmkLciulWW2liY/K6FT9CMV84yQyRak1vGrNKJiiqBksQcYxX0PcuTDIF6lTisvwppMMupXuryWKK0qrGkzD/Wn+Jh6YwB71VOVnYzrU043Kvgex1fTtHa1v7Zo23NMmRwoPbP9K6G3vIrqMvDIkig7SVOcH0Poa2F+U7Dxj7vPUVRudMthd/alQRy7SpZeNw68gdfrVSh1M4VejKzEmmbCzAAZJ4AqxHEZCFUZJrZs7RLdc4Bc98dKmFNyNZ1FBFO00gD57jn/YH9a1CFjj7Kqj6AAU+vAviL8QrvWr+50nTbhotKjJjcxnBuCOpJ/u+3tXSoxijklOUnqZHxI1yz1/xlPc2Ll7eKNbcSY4crnJHtz+lcnigUo61DYCqOalXpTFFSLSAeKcBSDpTqBCinDpTV5p4pjAdafTe9OxQAvau1+EkJl8dmQE7YrSVj+O0D9a4vHFenfBW13XOs3hH3VjhB+pJP8hQK5yOg6x9m0kLNLFFGGO1SBk1iatNBdX7S2/Kt1wuOaxV1Cy6mb/x0/wCFSjVbLH+v/wDHG/wrRQs7kXJ5FPkNmp1Qd6oS6rZtGQJ+T/st/hUo1ewH/Lf/AMcb/CrEWivPSnIuDVT+17D/AJ7/APjjf4Uo1iw/57/+ON/hQBYumCWkzHnCHisNHilGQRWhcarYSQSKJskrgAo3+FZQexK7d+CBwwU5oAkktEkGQcHFUZLWVD93cPUVL54ib93cBx6MppwvwfvIPwJoAjhFxayJcREpIh3KQeQa9p8A+Lo9YszazsBdL95T39xXjQvkz9z8qW11OXT76O8s3McqHIIqJw5kaUqnIz6gt7ryyIpeU/gb0PpVozRzYDRGM9Mk15zpvxN8OS2UZvr028xX508mRtp7jIUj/wCtV9fif4UJ2yanlOjYt5R07j5a5XCS0sd6qQ3ud1bXyOfIkYeYvQ+opb2KOS1c85HPBrzi/wDHXgyWRLiHWXFwhyHS3lB4+q81sw/FPwaYlWbWBu4z/os2M+v3KOSXYp1Ybpo6jT76JrSOV5V8k4CuT19vrXi3xK8IJp8g1jTrUx2rHF0F5CyMSdw9FOcfWp4vHmkx67e273W6y+0SS2d6InxGrc42Y3ccgHHWutf4ieCLjTXsbnU/MgkTy3R7aU5BGD/DWsE4dDmny1G9djwXtgUc4OKtaqlhb6pcx6defarMOfKl2MpZD0yCAcjofcVWRgM5710J31ON3vYBwKAeuaQnJ+nSniCY25uPKkMAbZ5m07d2M4z0zjtQBpN4o1k6JDoy3siafFkLEnAOTk5I5PJrufhF4Wa81f8Atq6iP2W1yISw4eX1H+6P1rkvCfhO88UaxHBEjC3RgZ5R0jX/AB9BX0LHHZ6BpkVnbosUEKbVUdqxqzUVZHXh6bm+aWyLuq6hDY2UskkoSNFLO56KB1NZ/hcJqGnLqhiaMXA3IrjkLnj9OfxriNV1yHxdrVnoNmXltWmD3sqA7Nq8hM+5AzXp7lLHTkUAAKuABxWNrK51t30Rm38f2mUqozHF8zD1PauT+J1l9l8FRspOZLqNm9zzXYyEQWMQdsSTsCc+n/6q5b4uX1s/hSC2SdPMa4j2oDyQM5p017xnV+Bni+eOetVrnbuXd6VYzkYqneEBl3eldb2PNQz5expj49ajLR44BzSE56VBQucdDQDz1puKQgigC5bHdKT6CrY64puhmCO6R7q1e6g3HfDHJsLDHr25wfwpw69MVSEW7eBiPMEqRqQV3EE4/KvQfAmhzaedTvHKO/kpHC65wQwyfxxXF6HYanqs32axtzKm7Lsx2onuT24/GvZLAJYWywl0Zxy5UYUn2HpUyqKJpCjKexQj0Ga+fzb52SHtGD8xHv6Vtq8FhCqIFjiQYCjgCqd7q8FrC0kkiqoHOTXN2WtL4m1X7PZYa2iP76UdMegrllOUjupUY09DuoNRSVcoQR7USz7yp7g1WigihUKihQPSpXCBcg81JbXYkDsRy1MLfjUe5toppBboSPpQA942bgjFR+F7kQyy6TPIPO3F4c/xLnkD3prNL03nFQPGGPmMApXnceMY5zQtGmiJ6xsddJESvy/K3YkdKpapfQabp5urx9kKlV6ZZmJAAA7nJ/KvMtQ+M81peXFrZItzDGhEdywzuk+nHy9fevO9d8Uaz4ouhLqV2zgH5I1+VE+grq3OB6M+nrS3WOMEHJ7mrqjAr578LfE7W/D0UVtPHFqFqnCrMSHUegYf1r0CD45aEyYm0fUEfuEKMPzyKpWQm29ztNfvPsHh3U7veEMNrK4b0IU4/XFfJq52j1xXpfxC+JkPijTE0zTbK5tIDIJJnmcZkAHC4HbPP4CvNqmTuCAdactIKctSUSLTwKYvWpR0pAKOlOFIOlKOlADlHNPwKYOtOxTAWnU0U8UADcKc17N8GYAnhm+nxzNd/oqgf1rxh/uE1758LLb7P4BsWIwZnll/AsQP5UCZ8oUUUVuZhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFTL90Dn8exqGnbiBxQBNWsby4i8OfYIr2U280wnntSo2bl4VgfXBOaww7L0NPErY2kkjrjtQB9H+HobXwf4UtYWXBKCSaXH3nYZJP8qx7vVb7X9TNvYoBGn3pJBwvvivIpfFOtT21tDNfSSRQ4CI3Tjpn1q5Z+J9asd/2aeNFkO5lwSM1g6b3O+OJjZLoe2WS2Ph6yyZEBXLySNgF27k1zuqfFrSm+RUlk2tjjABFeTX99qeqTZu7tm3fwgnaPwqmlqqnLfMfemqPcieK/lR6N4m+KNzrMECaSj2rJnzJHAJ6Ywv+NcRm4muDPczyTyt1d2yaIoUjAwOPSpelaxio7HLOpKe4tVLqN5ZUCLnirWeans2USjeu4Z6U3sSilb6RPMR8pOTjAFb+n+Cr66I2QMP95a3tI8S2elIDHpqOy8Atg8+taE3jfULw7UVIVJ4CjpWbTGY3/CC+VHm5kVTjPK1jaloNhbRFskEHqprdm1ZpFf7RvlYHPJ4rE1fVHurUWaRpHGGySF5P40IDGhlWy3IvzZ6P3FSW6i4uYohIo8xwuSemTjNUn78nNVg7hsBvzp3Gtz3OK5tNDsfsNrCsMUf8QP3j3Ynuax21e8vL2OK1ibazhTPLlY1z3Hdvwry6fU724REmuJJABtAZzgCvSvB+hX1/YwXN5q87WvBjhHJB+p6D6ViqcU71NTsdduPLTVipqGgajrurx2pup7lWBIKsBDgd+PT35r0PRdBs9A09bW2QbjgySY5Y/wCFW7WzttMgcWsQTzm3ue7N6mqmo6g9tArIoMkjiNM9Ax7n2oqSi3aCsiqNOS1m7snubgxfKrrv9O9NtriSRyrjp3qCHTlty7yuZrhj+8lYcsf6D2qO6uxZyxRYYvL0I6Cudp7nQrWsawZ1kxgFMc+oNO3VUspHZGLtnHSsjxX4nTw5ppuPIaWRjhQCAPxqlqRJ23N2aeGCNpZpFjjUZZnOAPqa8s8Y/EA30cmm6MzpbtlZbjoZB3C+g965jV/EOpa47C+nLIhyIlGEH4d/xrOAFbRhbc5Kla+iK6oegBqzGm1eRTgaeOlaI5xF60NwwPYmnYpcZGD0psBk44U9+lQipJWJAX0poFSNBinr0poHNSAUihRUgpgqQcCkA4UtIKcPu0AHQU4dKSnCmAop1IvWnd6AGSnEZPtX0v4XtBp/hTSbUAAx2seQPUjJ/Umvm2KIS3ttCeksiqfxIFfUoURARr0QBR9BxTEz/9k=", "path": "001081.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.
001082
Men Tshirts
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", "path": "001082.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.
001083
Men Tshirts
{ "bytes": 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", "path": "001083.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.
001084
Men Tshirts
{ "bytes": 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", "path": "001084.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.
001085
Men Tshirts
{ "bytes": 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", "path": "001085.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.
001086
Men Tshirts
{ "bytes": 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", "path": "001086.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.
001087
Men Tshirts
{ "bytes": 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", "path": "001087.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.
001088
Men Tshirts
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"path": "001088.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.
001089
Men Tshirts
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"path": "001089.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.
001090
Men Tshirts
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", "path": "001090.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.
001091
Men Tshirts
{ "bytes": 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1oNGswtLU9Y4Dyfq1ce8u8nJ5PJz1r0aOXN61GYyrdjuNf+Juraw7QWR+wWXVih/eMvoW7fhXKO7Od7kliOSxyazd5ETKMcnmryEvGhHoK9SjRhTVoowm29ysJtjnnv0q7bzFCHTqOaqz2u5t2eabDI0fyk960lBSTjLYlO2qPQNH1JLqIc/MvDDuK6O3cYDDmvLLW5lglWeBtrr+td1pWqLd24lQ/Mo+dO4P+FfKZllzovnh8J7OFxSqe7Lc6RScZZamWVE7H8qrwOJYgwPSpsDuK8ho7RJSZefWogpUVYUe1JIMpxQkBUkGaw9UYpCVHU1tlwAQePY1zniC5jt4SWcB24jHqa1pU3UkoxRM5KEbs5q/kEk4QH5UHPuaoO3OKlOfXOeTVWd8Px1r7nD0VRpKCPnas3Um5MkEhYAVDHc3FjfCa2mkgmUgq8bEEUoOBn3qK5z5iEDqDWjimrMlM9H8PfFa4hVINahM8fQXEQww+o6GvTtL1rT9ZtxPp91HMhHIB+YfUda+Z15q3ZX11p86z2lxJBKvRkbH/wCuvOrZfCWsNGbRqtbn0/mivI/D/wAVbiLbBrUBmQcefEMMPqvf+ftXpWl63p+tW4m0+7jnXvtPK/UdRXl1cPUpfEjeM1LY06SgHio5J44l3SOFHXrWJZJVe4vIbZcyPz2UdTWbdauXBW3BVe7msolnYszEk9TmgCzqOqtdI0MaBU4JJPNY7knJ6c4qc4E3B5A7/Wo7iM7CwHGc0AWLN8wleMDjntWTdQf2dch1A+zStx/sH0q7FLgqevHOKuMsd3CY3AII6YrOpBTVmaU6nIzPQgp8tNCndkNxURjk02Qq5LQk8N6e1XojHJH8uK86UHF2Z6EZqSuhUcAc1JvDCo/LBHFKqYqBip3JqN5OuKn2jaSCOKy9z3M/lRgkk4zVJXC9lcntIReXRdxmGI8j+83YfTvV+dmdznv6dqcka20CxRjhRgn3puARksQBXpUockbHnVZ88gihwckd6kJ+cgdBnmkZxtIHWnIpIYn14rQzHW93Nbzkq7AY+7n5T+FbVvqsMuFlzG/v0NYTALIwUZOAeDSbOc7j9KAOuBBGQcj2pa5aG8uLU5RiV/unpWva6vFNhZf3bn16GgDSopAwIyOfpS5oAKKKKACiiigAooooAKRvun6UtI33T9KAFooooAKKKKAEooNU9Q1G10u0e6vJliiTqx/pQk27ILlsn2rn/EHi7TPD9u5uJle5wfLt0PzMf6fjXnvib4mXF6r22kq1tCT/AK7OHYf0rz2WeSeRpJXZ2Y5JY5Jr0sPl8pa1NDCVbsbeu+L9W12VxcXTrCSdsERKoB9B1/Guf69hS/MT7elN2nHJr14UowVoowbbBzwM4J96jIA5Ip7DJ601hxya1sIjK88Vdtzm3UehxVYYFWLYgRuMchs0ITJyMjGKrvb87h+NWdw7c5oLKifOwUetUSitCzRkA5x6Vp2s8tnKLmGTaR13dMehrJk1CHkQRtM/sMAfjQm65KtMS2OidADWc4xmuV7FJuLuj1Dw/rdrqdu6xuqSrw0eQOfUZ6iujtyuMODke1eNQRTXHy28UshUZZUXJArT8P6vPaapAGuZDCzhHUscYNfPYrKEuadN/I9Ojjr2jNHrEjokfy9arcsMfrUWXZtp7cGpiwRCWOAOST0r56Kbdj03ojN1iaCys5LidsRoOSO59BXmk9xJqF7JdSZAziNc52j0FaPivXRrN35FuT9kgJCEfxt61xdzdalFeO1pcr5QOBDIMgf4V9Vl2EVCHtJrVnj4uu6j5Y7HQuSFyDVL/WSc1Ri1xiNt9atET/HGdy//AFq0Ydsih4yGU9xXsKalscDTW5IFAGKjuVzErj+E4qwOoBFRXLjyXHHQ9KpiTKYYU+mIMipMHvQUAqza3txZzrcW08kMy8h422n9Krc/hQCAOalxTVmNOx6RovxTvYglvqkSyg8eei4ce5Xof0rsEu1vo1uVm85XGVYHOf8ACvCRgntzW5oXiG60aUBG3wE/PEx4P09DXm4nARa5qehtCq1uetdee1OOBwR+VU9L1W01a1E9q4OD8ynqp96uNuOc/pXjyi4uzOhO5XdD5gPfHH86eylkBxx3FMkVgVbuDnNWIcEDJ7VIymYQQRjDDnIqxCGTaD3p7rsBY4x3J4xVB9XgR9kEcl1IDysS8D3LHgUCNR4llXEm3DcYNUPsBs5i0b/IePLPUfTvUSy385DzSrBD/wA84hliPdv8K0oFECjYMZH4+9ROEZLU0hUcHoUkYEkd6mEZ71aBSR+24r3GKo3EhjeRM4wePpXFVo8iuddOrzuwxSX81F69KksIobcuInR7lvvjIyPwzUcYMcQTb+8c5Y56D3qvJZR3WTIhV84Rl4Kn1B7VvQpcq5mZVqt/dWxoSSqCQOc8g5/OkG6RcKMfhVSD7dE227UTAHiZBg9P4h6+4rQS4hjxhj09K6TmHJGF5fk+1OkkWJC74AHH41BJern5IZ3J9FwKZulutpeARIhyBv3FqABeXLdCeev6VMpz3poQY6DNP4HA4NAAc9SOvvRnttBoz9PyoxQBPBeXFqcIcr/dNattq0MuFk/dv79DWH+NKRuHbNAHVBgRkcj1FOrmbW+mtWxksnoa3LS+ju1+U4YdVNAFqiiigAooooAKRvun6UtI33T9KAFooooAKQ0tIaAKmo38GmWE15cvshhQu59q8M8XeKrrxBfE5KWyHEcQ6Aep9zXZfFXXRDYxaPE58yXEkuOyg8D8/wCVeTq+9ASc9vxr18vw6t7RrU5q09bDcZJ96aVx3qULzSEDPIzXsWMCMcHuaMdcg07HJNNY+nSkMYSMCmEeppdpIpQvFACYpyu0Wdqbs980oU0uKdhCCSduDIFHooppgRhl8ufVuak2kGngL3oAi2hSCF4HbNKrbXyM4PNS5HQdKb5TfeB49KBM6DS9VSytGt/38P78T+bAMlsAfKfy+nNZd7MbnULm7VBEZZTJsH8Of601OUH0pWwTx+VR7ON2+4JtM9Q069F5Y2046yRAk+/f+tct4v8AEZcvpdm+B0nkB/8AHf8AGo9P1z+zvCUrq3+lLI0MI75PIP4AmuLuLkwcKA9xJygznHua8HCZclXlUmtE9D0q2J/dqMd2Mvr77KRDD891IPlAHCj1NVreArHhiWY8sx7mnW9rtLuzb5XOXc9SauLHgdK9xRbd2cDdtiBYFAx2pyQIpyu5P904qxtxzRj6Vpyom5BJGW4MjkH/AGjUawiMnazD1+arWBmk2iiwIIzgcAYp5w3qKaFFP+bsKLALwRxmm7aceOtAK+9AxmCKcDgZ70/bSEcYxRYRe0vVrjS7tJ7eQqw7dmHoa9W0bWrbW7MTQnbIn+tj7qf8K8Zxg1u+FNUGm6ukrn92+Ek91/zzXBjMMpxbW5rTnys9aIBGOtRyxExhUkZOeSvBqTCHocgdKeFUDnGa8A6yp9jSQfOplH+2c/8A1qlFuABhQFHAHYfhU4ZT0J4/ClAB6k0AReThDkZqbazQsinDMOCO1Nb5jtxT8GNCcnOKAGeUwijdjlgME1TuYj9vRyMxsmW/A4/rV0y73CMeMVDM65HGSMH61LgmrMcZNO6IjHk4yS7cyN61YiXaBkc9iOop0SHaWZjkjpinYzg5J+oqhCqg6bcZ9aayfL/CPoaCD2WlXJHagBvln+8T9KCgBwvA+lPxxnPNId3pmgBmCD1/E0mPUil+oNAwelABx6A/jSgcHOKQ4wMZH4UmMnOc0AIQSOAKRQW6HH1qUKvrShAp9vagCHay9eQfXtT1kdDuUkEdDTmII6fjTQeMZyKANvTr/wA8eVJxKvr3rRzXLxSFXDp95T1roreYTwLIO45oAmooooAKRvun6UtI33T9KAFooooAKr3VxHa20txKwEcalmPsKn71w3xN1g2Hh4Wkb4lu22Yz/COtXShzzUUTJ2VzyPxHrEmtaxcX0hJ8xjtHoo6CsmJsPjsaJmy1MyTg9K+mpx5UkjibuXO/WmjHc4OcCkifcBk8jih/9YPrWwiNyA3XNGc8cVE+5nXthiacufkX2JY/WkMlA4pSBt96WLBPbANPdeoxTEyKjHFOxxSYoATGacOnakxTlFAhAacM49qNp7mncgHtmmA6PIQ4520GTjpgmhDh2UnqM1XudwcAdPakBHNcCGJpWyVU8KP4m9v0/KobaBuZZsGWQ5bHb2HtTwizXG7qsZ2p6Z7mrfC54HHFSo3dx3GhAMcUHNSHpikzxVCGcYpMDpTj9f0o4xQA0cd6cee4pMDuKX8BQMaRjg4NLtHvmnbeOQKCufugA0CuM6d6Nx/OiRcFW7dCM0E/ulIHQ4oGSAjvQ2CeMkU1csDjoO1ORhhj2oAjkyOKfbvsYDGaidtzE5+lCcHtmokhnr/hLU/t+jqjvmWH5Gz3HY1u7gD7e9eY+C9S+yawkTHEU42Pnp7frXqGzg9c+tfPYyl7Oo7dTrpSugByM4Bpd4HY0dOu40hweBXIaD9xxyAKQkspH9KRE2+lP5wcZ+tAFJgwuFySMnFSxxh5NxXIHTFLMVQNISMqDjPvVi2ZBEpQqwxwQKADZjPB596CCB1OKlJyOgppQ55/mKAIj6jH50AMBjFKQoOKCcDjAoAQDnOf0oIoJPY0oO70x7GgBuSDTSP9nipcHtyPzpMds0ARnPoce9KAC3K0vzHin7MYwOaAEB5xinbUB6fhR044pBnuBQA3avfg+lNHB4FSkdyeKaAVPtQBEykOWBxxWro8m0yQH2YCspueasWc3k3UT9j8poA6OlpBS0AFI33T9KWkb7p+lAC0UUUAIa8N+J+p/a/FDQqxKWqCMD0PU/rXuDHAzXzR4guvtutXtwTnzJ2b9a78uheo5djGs9LGU3LZzQBmgCnYI5Ar3Ucw4HChvzp0rDHXrjFMB59T1x60x8LjHKt0PvVXEPXbsLE85JpIWJRnPVjx9O1VS52lc8nirC/KgHQAAUk7sCzCAMk/dp5yTkDiqokOARx6CraP8vPftVIQ3HtxRs71LxjmjOB1piIwvPSlxzjGKdmkHXnOaBiqo9KR8flTskdKa3P1oAahBkH0OahkbErZYJg4BPPPapC4i3MOSq/rVWFWdl3n5iSxqX2BFvKzXTyImE4xt4B45P55pWHXrUiDao56e1MJ65JpxVlYGJgnmjp604YxRwemaYDMk9qXPHSnEDPINIAM9TikAhP1ppA4qQ4x1pmMnGM0ABBAxmgHsaCB6VFL8oyDQMlmXER4qBZAbZT74qTfuUjHaqSkiN1z91s0mCL0bARsc+1JyoC+tQhsJg9DSM58wD23GgCTGWJ7DijndSKMHHPSjPp0qWMvWchilRkOGVgQfpXt+n3K3um29yOfMjBJ968JiYhgc4r1nwPdGbQDCOTA5UZ9DyK8zMYXgpdjWi/eOj2jvn86UBc/dFKVPOefalGM9MV4x1Aowc9+1O257kUA5yCaTk8dqAKjo0qFAM5J49adYQS2qMrqMZyq56CnRE5JUZIJ4zVwruQZUZ60BcY2WxlRSNtGc4pDEwII6e9NbcuMletADsDjGfwpCOcnNAPq+D7UpYDuSaAG8ds0hH+cUuenBp2OOmR9aAGY4xilG0EZDZpcDruI/HNLkcDINABlWJGKaODShixIGMDvTScZ5oAXAI6EUmATwTSglugJpjP+/C8A4oAm2hhwenP1+tMYHgetSDvkY7GmdQX/ACoAicYVgKbnKADrUrj5j6EVCeCD6daAOks5RNaRv3xg/WrNZOjTZjeE87ea1qACkb7p+lLSN90/SgBaKKKAKl/IYNPuZU+8kTsPqATXzFcNumdj1OTX0zrMixaLfSOcKtu5J/4Ca+Y5jtl+teplq+JnPW6DF5GDT0OBxyR1qNgOoNKDj5l69xXsowCQEEMn3hyvv7VGZlIxj5G5A/ut6VIzBk46dsdqpzBiGIyG/iA/mKUgQxHAmILAgcg+1WHcFgq8gc59aymcrMD2J/X1rRiABDdqzjK7sU0WkBAyetWEYn+lVkOSTzVhTnHrWyIZOATjLYpTjgUwc9Tz2FPwQO1USOONvbimdTRnPWkHSgB2eKbkE9aQ8jGKBQMjmA6E8HFNgwzliOTT5Bkj2waajbBwCD9KALAbk4FMY9eDmkEg465+lBOcnNAh4yFHFHuaUH5BzSFiTjNAC8Y4zSZJ6Ckyc4yaCCP4jQAZwcUm4DvSZx70hPsKBgTnpTGJKkGkY47VGevBOfepGAcg7apl8O+OhwanlO1lfPA61RYgqUz827afoKiTKRdRt2CTxToyWJc9z+lVkbc2P4VqwGA4xk9hQncGTg4QnuTgUoHIqMHBwOg/nUi8KWPemIeh+bPavRvh1ckNeQ8cqr/kcV5uhweldz8OpNuuOmfvwN+nNcmMV6TLp/Ej0sMG6jd/jT+Dg9M9qGAOeQD7UAHHXpXzx1iEE9F5+tOGc84ox64/CmMcnAoAigX73H8R5xVshtnDn8qjg2hThuc+tWOD3oAgJI42k/WonCnHT8qskspH8QqvID16c0AIFOc/0p4DDqOKcnA+8aXf7igY08n6UmD9KUsvcHPtRyR0oATAOBxSYx1H40r8egphY+34UAMJGcgHPtUU5wykHHqCKlYkDJGarTfNg/Nn1oAtRyBWwR9KhV1kuGwc5+7TA4Kgk8jvVOGYqWI5cthAO5oA1Glz8q5wPTuT/wDWqQ45GPlA496pxjaBzkjjPv61ZXBbBBwO9AAR8q464qGQH5sdamJz82OpqOTke5oAuaU22+HPDKRW+K5uywt1Cc/xAV0lAC0jfdP0paRvun6UALRRRQBz3jaZbfwfqbsMgwlce5IA/nXzpN83Oc4r3r4mXJt/BdyAM+a6IfYbs/0rwIn5yOcGvYy1Wg2c1bcEO9fcUElDkDI74/nTT8jA4GO9SjGeK9ZGIm0scrgMRnHY/wCFQSIG5AIYd+4qyE69ge1MdeOaGgMa5TBOVxnrj+lRadNIJ3hcbhjKN2+hq/dABelZKzy21z+6G5H+8D6VyVPdkmaLVHRRnjmp1IxVOJtwVs9amDjOK6Yu5myynXrU2OORUMQxyKkMnODWhIvSm56UE5pKAH5GOtMJHpS8duaaTmgADk4PJAPOKXfnnDflSoDtbgdKQdAM8fWgA8wDnB/KkLAqSeeakH0qNyS2OMUAO3fL+tBc5HOKavTjFLQIcGI55o3E9sUm7imFiBQNClh6mmknPFN7/WkzSGDHnvTDjHH60E+tRk9elS2MbI20fN92s+Rs3EhU/MSBn04p2pXXkxqvV2OBUNuG2ZY/Me9c8pJy5S0rItRkRqAO1WE3D5u56e1QRIpPsP1NXEBALH7x6VrFEsFGAAOtSnqF9KYBtU+tPjHBc1Yh2egrsPADhfEtuD/Erjn/AHTXHp8zZrpPB0oj8S2JY4BkwfxrnxCvTZUd0eyEn2U0YG7JwfpSYGerE0AAk5B/OvmjsuKTnkc/UU1Rl84HFSIgzgZx9ad5Y6ANn2oGRg4zgDPuKXzsdQCKTYVJDUwnrnk0CHmUckDPsKjYh/4ep6UoXAyvBpMc9c570APC47H8sUEAHoKUMMhW5I96RmBfOc+2KBh8/qB+FL8xH3l/FaQn0/lTfmPegBzFgMsvFQMeMjipTn1NMY7VIGc5oAiL47nNQytjk7gf0p7yAnAYewqrcDcp+YGgCXzzHG7EggKTxWdpocQLNLhZHzhQc+Wv196iebA2bsj09qvW6YG49MGgC7uLdOBkGpevynnPOahA6YH0H9anQbELMckUAKwwFToT6dqQjOD7U+Ndxyec859KYxDZPvQA2F9sqcchga6wVyCECUH0NdaDkZB96AHUjfdP0paRvun6UALSGlpDQB5v8YLry9Fsbbcf3k5cqO4VT/UivFmJ2hu9ek/F2/EuuWtorZEEOWGehY/4AV5v0r3sDHloo5KjvID86Z5z3ojbseo/lSDg5p2B0H3uorvRmTr0pHOB0piNzilk6GqYjLvG/unnvVC2j8y5bvgVdvMZ9DVaxA8526dq5Z6yNVojSiUoNpzjoKnU4b1qvyMfvOPSpUb+LPFaozLHmGnrk9TzVdcnnmp0zWiESZpRTOelKB3piHE+lJRnFLwRx1oAUHikU7T7Uh49SKTpTAm3ccVC55JFOGcGmMc0AKp+WnZqNevSnigABJBJphPNOwMn/Gmc+tIEBpjHFOJxwaiL5GAKTGBao2b1NLkfSq0wbPHQ1nJjKl8scjJuOSD0p6dAB3qC4ULh8HcCOtWYeuawXxGj2LkKgYq0BgZ7moIjUme35V1IzY4Dc+Owp8hwu0UqDaOaag3Nu646UAOA2r+FaGjT/ZtStpj/AASK361mFstj1qeBsScdqzmrpoD6DxyWBypPUGnhB1J5rP0ib7ZpNnc9S8SnOe4GD+orQVNwI8wfgK+YmrSsdq2D7uOKC2OhJpDuRuDkUwg5+tSMRmYngdeo6045J6hR+dNAAOetDnPOePTFADmQgDH8qavPUd6AcjnmlA3fw496BiMUzkLwKcBuxj8qPLA7N60qggnIx+NAAwxzjA+lM3HOAxA+lEhw2N34Um4g8DIoARsZ+8TTDwCA3FK0nfNQk8k5P50ARSnPVAPcVQunKQuQA2B+tWrgkN2qhPMiKdwz6Ad6QGTYSSTDfLzIeHx2P938K6O2BlUdlUc1zljIZWlYoEYzNwOoGa6e2wsKqPvHk+3vTAuRqMg/xYp8algM9M0xOv6VOCBkelACFgqEDr6VFKAigVJt5Zqhlbe2c0AQj7x9K66EgwoR0KiuRbhiO3FdPpzb7CIk84xQBbpG+6fpS0jfdP0oAWkPTNFNY4XJPA5oA8G8dyrdeLNQYrja4T8gK5R7dCeMrW74ju0vdfvrlOEkmYj37D9BWQT2AFfTYZJU0jz5blRrdhkqAw/Wm4H3Wyrdqtj9aMbjzg10WFcqHnrwxprMcYbj3q0Y424A59qhkhIUqrfmKbHcyLwnBDAexqvp6blPP8VXruNgh3oGHqDVLT2BLEZwc8GuSXxo0T0NBYgGBZqkJycY4HpSAA9iaeB7VsQSJkY7VKuaiTlvSnitEIl7cUDHc0xaXv7UwHcdqXGKQcdKXjHWmID0ox+dI1L2FAASB25phxnFOJH/AOuk6mgBB7U/PFNIpeccmkAhwTxTCQDTz6d6jYc0DEPuab27Uu7HBpDzSGQtwc0xyCOtSOM9BULDFZMCpdrmNjnp0p0XUUy6y+Bn5c84ot2yAeuCRWV/eL6GghIAqdAQCT+FQRDOM1YHX2/nXTEhj87gFHensQibaRAB0+Y08RM3LfL9abERAgD3qSFGdhgd6kVEU/KuT/tVIG5GKhhc9c8EzbvC0CFiSjuv056frXQqT261yHw+kD6LPH3Sbn6ED/Cuv+YAHPvxXzeJVqrOyD91ChgM5NNA5zzSFucbRSpJggHJ9sVgWIWP4/SoyTnv7098E9P1pFHUk4/CgY5MYyB+FSkdBzzzUOTnCnI/KpPMIHWgBxxtGd35U3du6DGKYxOD1NIMYyOpoEPdhwSuT61G7ZHHX6U4gn8R0zURzjg/rQMjfcc8n8qjLnGCeR7VK7Dbg8fjUTYHAJ9yKAK0/wAxODVJwCSMA8dauzYycZz35qnKRGhP44pAY2nuP7Tu4B1Vw35iungYNGG71yNkQmpSTn/ls549h0rq7cfue3Y0xGlEuTipBjOfWmRnqe9PJHlgj1oAcxwGx61WIGSPxqZ2HaomA3dfagZEfvHHTFb2iOWsSp6q5rAIKuRnpWvobYknXscECgDbpG+6fpS0jfdP0oAWmNyuCOtPpD0pAeVeMvCeladeQz20br9rLF0LkgEY+76da5lvCyzgm2nMbejjIr0L4hYH9nNnu/8AIVz1iclfYVDxdalP3ZHXSownBcyONu/DuqW2SbVpVH8cfzD8u1ZJUq5VgysOzAj9DXssBKgEHH44p8+nWN8uLm1ilHqy8/nXoUc4mtKiuc9TAR+yzxXb1zTGOB0r1O88C6NOSYfOt2/2HyP1rntQ8BNCoNvqAI7CRCP1FejTzSjLd2OR4Sotjzq/ciJsZqjadRjjjmtjxDps+mxsZthGcZU1l2sZC5I7VqqsKsrwdyHBwVmXkwe9Sg46VEgGKkGDXQZj0BwTxT+PWmjp0pw9q0QhenApR603NAzzTAkB57VIo6kiol9cVID8tMQmc0c0dDSlRjg0ARkZanYI4FOUc80444FAiI9cUc45p5XAppzSGJ1FNKHPUU4im8elA0RkYPIpv0NOamDBqWMRsDvzVdgeeKsYqNx1qGNFOVMxMehzT1tZYVgLj5ZY1mXHdT0pXGEbjORXa+IdE8vwT4e1WJcNDbRwzD/ZYblP4EmuWpUUZxT6lpNpnMRxsAM4UepqcRqCM5b61Ej8An9KkDEtkA49cV13sZak64HA4xS7h1Y5q1YaLqepvttLSWQd2VeB+PSuosfh9L97ULhUx/BH8x/PoK5q2No0lqzWnQnPZHGAl2wAc9q0bXRL25IPlMqn+J+B/jXeRaFpunL+4txu/vP8xNMkI57EV49fOG3amj0KWAW82XfBVgNN064G/Mskg3Y6AAf/AF66g59B+FYnh9/3E4x0cEmtnIPJJrkVSVT3pbsicFCTihN2SFIJyfWnAZOMYNN4Bz1NOBAHoaZArLt5xSj125+tLy3bmmgFT025PegBCRvPGPYdKM56D8KCuT94U4Yb5RwaAAKe/ekZe4HP1qQkL1FMJGelAEXzAHIH51GCS3IGKkdhnpURfLYAoGEhHH9KifPHH51JkD88VFJknvQBXlI5IxVG4bIOTyRgYq45AzgCqcgLNzgYpAYxBilhGOPM/KuntzhNvHasyxslvNV8twTHGjyHHbC/41ftG3IpPpTA04mxGBVjg8LVVOMD1qyGwMgdutAhCtRPVhjkEe1Qv0J9BQMgY/NnIq9o7hb7aT99SKzyNzYGSfarVoHiu45SpAU8k+lAHUChvun6UgIYAqeDzmlb7p+lAC0h6UtB6UAcN8RPu6d/vP8AyFc/p4+6fat/4hcnTR6s/wDSsKxG3ArirfEehh/4ZtRKcEVZjIBwP1qCIHaKlDDHTioRpJjiwOTmsvUGxGavswC1jalJiNvoatGdjzLxnKHeOPP3pMVz1t8wZT1BrpfEFt52n3t4wz5E0UQPoW3H+QFczbgg7vWvosujanc8rFO8y2BgjsKenJ9aVVyOtOQYFeoco7vwKcBTQTnGacDzWqEOx7UdOhNHejPpTAUdKd0HvTO/FPyfSmIUMB1pwGeaYM1J2oATHtQc+lKDkdaceF60ARkcUxvepCeKYaQDenrTd2DyKdzTWFA0Rt1phanN65pmRnpUjDIprc0p68UuMn3qJMEVbgfIQD2r2y+0tb3wP/Z7Hbm0ULweCqg/0rxsR+bcRxAcuwUD6nH9a+gWg/ciEEBdoTGK8nHys4tHRS6nlWheFIrxFkubghSOVjX+prvNO8LaLZ7WSySVxyHmJcj8OlYmi5t557dhgxSsv6111uQQK8mtiq0tHI9GFGCV0i6oCJtUAL6AYFVpc5Jyc1KGJOM8VDL3rik7m8FYzp+c1mSEbgK05wSCBWZPjcT6LWZsjX8Ntlblc8kr/Wt0gg44rnvDjEXF2B02j+tdGv3cYrvpfAjza/xsaF5+7T9pHYU0cGlG085xWhiKvPJ4pGxkEc49Rml54K8g0jEjBI4oAQ88sck9MjAp8ajksfypgJz34p+Qckgj6UABwM8fjTSPl65FKx4yCfwpMKRkCgCNxwT2qJx3BAqV1I+6PeoW3Hgk0DIzwR1xULMOe4qdyAAOfzqAhSx6igCGTrnJPoMc1A6ZB71O/Dc8/Som24yc0AWvD8IafUpVUsVg2cd85zUMFtNGANhIx1rX8IKSL1v4C64+uKhu42tdRmhViIwwZfoaAEXdkfIeKm5wPlx9ahDEd80EAt95j2oETsxAHzL9RTAyZIyW+vApgUEYIyB054pjXMEWS7r9KTaW40m9ifLZ4GPoKQ5bqfxJrNm1iCMnCTN9FAH61Rk8RS7gEt8DIyWfGBU+0j3NPYz7HodkMWUPJPyg5NWG+6fpUcChYUC/dCjFSH7p+lWZi0hpaQ0AcD49lL6jYQYGERn/ADIH9KzrKMKAO560niO5F94muSpykWIh+HX9SantThRj8eK4ajvI9KkrQReQnbyR9KGkC9cU1iCOTxVaaXBOD+FSDJpJRg85rA1W42xtzV4yFiSelYOuTbLeRvQE1pDcT2M7WbMj4Uz3rDDXerKVz3VQVH8q4dUAjAz0r1HxxELH4W+HbI9ZHR2+u3J/nXmRA24r6bLl+6PGru8xVI9akHTAqNQTUqivRRgKCM+9L+Zoxg9KcKtCEBx2pfelGDRTEKozS5pAaUc0wF/GlBb1pByaXIFADgRmlJGMCm9+tO69+KYhmO5pM9qf0FNOfwqRjTgU0/nS03nPagCJqZkA1Kx9utRnFZsoQ4z2pQeM00fSkY4FRICbTwH1WzH/AE8R/wDoQr3+QcEHn3yP8a8C0wE6tZDoftEf/oQr2e61N4Y3Plq+B1JI/lXj5jJRkkzroQcr2MO7T7L4lnA+7NiQY9e9dBayDaDmoPE2nkeHNK1ULiSMgS47hv8A6+Kp2V2fLGSK8aotT0KT90345BnApJDk8VVinBGan3hh6VgzZFScbhx2rLuhtyenrWvKDg9Kyrwbhj86g0Lnhd83lwD3QH9f/r11OACPWuQ8Lkrqjj1hP8xXXjlsn9a7qPwnn4j4xrRknLcU3aQcAcdqlCZ70YyAO+K1MBuAOvU+lAG3qCPek2sGGc4+tPIyuaAAbcHcTTCBxjJoDACnOwKjAAzQA3I3Ac/QUFSAflP4mjpzjj1oYDGd+PrQBGwB6/zqq+dxwasPu528++Krvk8fyoGRbm5BINNxgH17GkIww6Ee1ALZ5HegCJgc9yaibGDlv0qzJkjJAFQOXORx9aAN7woR5F0o4/eA/oKTxMyWqQ3ZDfe8tsenajwt/wAvJz/drY1Czjv7KW2kHDrgex9aT20BWvqckt0JuQjH/eIWpwzYAyFHbFZEDNBK0EnDoxVvqOKvCbPeuZ1JHZGlEtSBSOfm+p4qjOOMKcY9Kslsr1qrLz3xWUm2bxSRmXXIbtis2c8kE8YxWtcDv3rFnbDkegqFuW9j2O1YPaxOvRkBH5VM33T9KpaS4k0m0cdGiU/pV1vun6V6K2PKe4Cq93N9ns5puuxC35CrFYfiydrbw1eOvUrs/A8Um7IIq7seaWBkuJDOxy0hMjE+pOf610MDNt9ffFY1goVVHHAAA9K3YiNnHFcF9bnqMbK5VeaoSy/ISM1clILc44rKllAcx8cnIqiWyxD88RzXO+IyPsz+h4/M4rfd8RhF71zPiRxHanJ/iH86uG5Etje+MUix22hWS8KodvwwAP5V5YQMV6N8YJA+v6bH1CWefzY/4V558oWvq8ArUUeJVfvEagd6kB96jUHNSjp0rsRmO/GlH1pBzTulWhCgDHWgLxRkDrS54piDp0pcn6UmfTFG49zTAcG45oJGOlNJGaKBDg1Lu4pnPpS8kUDHluOlIW9qAAR3ppx6UgEJJ6004pzCmE0MCM59abjvSk5PpTTx6ms2UJ360wkk04/TFJjmo3GXNJXOt2Of+e6f+hCvUL1t3yf32CD8TivMNJ41qxz/AM/Cf+hCvUHw+qWSH7rToP1rwc1X7yJ6OD+Bs9A1aySXwtc2pXIFsVA9CF4ry7THLwLjrjmvXtRGdOn/AOuZryOxXyby4g7JKw/WvPqrQ1oPVo1YZcHnGK0Y5Qw6CscsFfb09KnguhuwOa5WdiRpscgcVl3yZOR17itHflAcGqFy2G3c4PBqGWhugMYdcRScb1Zf6/0rtAcgknrXAW8ottRt5uyuM/jx/Wu8D8YHSuyhK8bHBiY2lcfuUd/0pQVyOBgUxs7fX2AoQ+ox7E1ucwpbBO3Jpm7I54p5xxtYfnSE57n8qAEwMY6A0nyLjrx601skjAP41JgYxwPrQA1m4+6MU0HIxinMw44z9KTgjuPwoAifrjr7ZqBuvAOfSp+5OSR9KhYnPBxQMjCHOegpfLKjPGPelAIHJJ/CnjlcHp9KAK0u31yRVZlyfX6VZmC4K4+uKrOBt4z9KQI3vC+MXOBjla6HArnPC5Ie4TtgGukpgefeJbc2evOw4SdA4Pv0P+feqkc3IFdP4xtBLpsdzj5oJBk/7J4/niuQ5Cgj61x1FaR30Zc0TTjbPenNlsg/WqCTEYq2jhh17d6zZsitcAkcCsS5xuzj2reuCVQkDJ9u9ZN2gbnHPripRR6P4Zl83w5Yse0YX8uK1z90/Sub8EziXQFiP3oZGU/nkV0h+6fpXoQd4o8qatJoWud8bDPhW6HP8PT610dc542/5FW65x93n8aJfCwh8SOCsv3aYPJP6VrRttTk4HvWNZRj5TuLf41rDHcEt24rzz1GPkG4ZJwO3vWPeLtlDY6dK1nyFww5/Os26G8deO1UiWPjdWix3rk/Fj5iVO7Oo/UV0CPtXBNc9rCi61exgX/lpcRL+bitYbmU9mX/AIqPv8YxrnlbSMAfrXFSDA7V2PxOGfHc4/uW8QH/AHzXGy5wMg19bhF+5ieJU+JjFGeO1PHemqDinbSDXUjMBT/qaZyOKfg4qkAo96UEYpoJ7igUwHZ9BS0macDxmmITnPJpc+1GfWk7ZoEFOzxim5o3CgYvekzS9RnNNNADjjHSoj160pyKaTUsYGo2JpxNN4PWoYxpyaTtSnA6U0k1I0WLJtmpWrekyH/x4V6aGxrmnrkY+0oK8wtTtvICRx5ic/8AAhXot05Gr2G04/0mM5/GvCzVe/E9DB/BI9Y1ucw6cwHWRgn515dcRmPxDeqBgM4b81Feh+IpMyWcOerliPbFcBrheDxGSvIeNCf5V59X4TSi7SFuAIiHPZabpw3tvz1OagvrgS7I05Pc1csY/LUDAAxXI1Y7lqa6naOoqKdd6FT+Gaj3/LgmomaRFID7h1BrNlIzbpSobGOBmu8t33W8LMckoDwK4W5+dz15OMj3ruooRFBGnUqoHX2rqw/U5MV0Jy2Vxg0iYXqaBgcjH0oznkLXScYrMCeB+Qozgc5pCWPekw2etADDjd3/ABqQNjHQ59qbhs//AFqUHGT1P1oAa5JPp9KPlxnJJpxck+nHSoyW9qAI3z1BwMetRcngk/nUmSRg7aZtJbsPpQMeq9smh+AMdBSgHHSkbIWmIqyqSTjHNVSDnGOnerMxAbg/gKgUAk8H65qRmv4bkAvZVPVkyPwP/wBeuorjdGk8rVYuCqsSg/z+FdjQgZjeKQT4du9o5AU/+PCuC37oeBzjOa9I1aITaTeRt0aFv5V5tbENBken5Vz11qdmGejRA0rDbjnNaNsxwCTg4rIyTc8fdXiteFsKAawZ1Esg3DKvg1m3EZXKkZwc1deYL97hT7VXuWVhkHPGKljRt+BLjF3eWxJ5RXx+OK7kng/SvPvBCltcnYjGIccd+a9BP3T9K7aPwnnV1abF71zfjs48JXhz/d/nXS1yvj+ZY/CsyMM+Y6qPzq5fCzOHxI4PTnIVQOB3x3rbQ/LheB7Vz+nhAN25gPQda3o2BQYzg+orzz1GOKAg4zz1Jqhcpjj8AK0m4XJJ+lUp1yM469KpCZjXIZQAKydOj+0+OdIhfkfa4zj6HP8ASte+bZu56VR8HoJvH1jJKcR25lnY+gWNv6kVtTV5GFV2iyD4iTpc+O9QMZyIwkZx6hQDXJyjJGSanmvW1HUbu9kyWnneQn6mopFUHvX2GHjy0kjw5O8hqcDjNLmlXBHSlxn0rdEjec4wDS7T9KMDPelyDVAIB6mlHApCMHtTsjHNAAAKOOlKCKTIpiF+tA4ozS9sigQg9aXn0H5UnTrSqaBjTjNIeT3pzEZ6UEmkA3n1pp607PrTWyRSYyM5phOKcxptZsYnfNITk4FLg5yBTf0pDQ8ZGOec5Fei2ji61zRiQGDzRsa88zwtd14SBudY8P8AcEp+inNePmkfhZ24R25kepeIeNRtSMk7WzXBeIXCa9Nz0jTH5f8A167LUphcatvydokCr+FcN4lbd4iuFU8gIp/IV5dTY2o/EV7MGWTd610NvHhMAgg9c1jaZFwpPGelbkSbVKuvGciuKTO+I4xkkgqc+veq7EKSh4PvV0ttUcnHr6Vm3Uq784DGoZRVKBtRhXJw0igj8a7/AKjG8gelee2r+brFsgHIlXg/WvRW9gMV10FoceKeqGqR904x7d6Vgp6D9aQkL2pAMjNdByD1X6fnmgnt1PrTSDj/AApFUEHOc/WgBGODn9BTsMTwBTShBp3IAHWgBD6FhTXJPAApSG68CmFiTwefagBnAHIpVAz1AH0pdvy5PU0dBgGgYpxjru+vSmOB2AP4UoA3Y4Ipr4xwMUCKc/0GKiX8MVJKm05Iz+NMLHGR09hSGNil8u5jkGBskB6ds13ikMAR3FefP9xjzwOa7qxk82xgf1QGhAJqH/IOuf8Ark/8jXkKy+TFsBxuHNera5OLbQ76XusLfyx/WvIQzPIoNc9fdHVhupfs4wSc55xWiEIA6D3qtaLhM+h61exnhl2+jDvXOdhCXYNtcAqfaqtwNsZZVyRzj1q7KoEe3PzCs6diikkHJGDzSGdD4By+oXrYxiNR+prvT90/SuD+HrbpL5j6LXdnofpXdSXuI86v/EYtcj8RePDa56een866+uY8dxrJ4VuCwyUZWHsc1U/hZFP4keeacVdF+WtyBgq8/L/OsHTmCcL3OK3oAMjkYHXNed1PUZYyGHIJ49aqTgdM1cP3eeMVSkGGY9cVSJZhakR8x4+lZGh3K2cfiW+P34NNdEY9mkZUH8609ScEOR6GuHutTa3h1CzA5uvLDN/sq24j8wK7MJHmqJHLiHaDK9if3CrnpVh8etVrEEw9O9W3UY96+xh8J4j3I1NLupoApSOcdqpALk4oz7Uo4Palzk8fypiG5OBilGT1xRg96TOO1AMDgd6cOlIaVaBijFLgYxR9Kbn8KZIpAowccUuaQEjNIY08+tOHTGeaa5z3xR9OtAAetNLGnc96YfxpMYw4/Gm8dzQc54pMHPWoYxDijnOBQwxQoyw7UgHtkc16H8MoxcarpzN0ghkcfhxXnknC5NehfClx/aoXPyraS/lkV5mZK8Uzpwzs2dtNl23J137sj61wN1L9r1u5bOQZDz7A4/pXezyCC3kkK8xozA/QV57pY8y5kc9Suc+5rw6r0O7DrU37JdqpxjFarEcbc1RtVymAeR0q5n5TnnviuNs7UhRLtBBO2sq9OAxAU1dkATleh6g1kXUjA8gMO9SV1LnhqOK48QQu2PkVnHPXjH867ot2PB9q47wbEG1C5m27RHHgHHqf/rV2RAJJ5Iruoq0Tz8Q7zIyc5HPWnKMD1HvSkY4GfpS7SB0Az6mtTnGkD1/Skx16n6Cghh649qTJAxuOKAF6AHmlABySD+dAI25LAGlzxx834UAJhR2P0zUecnngU8hsdAKbkhc7aADapPGaCoyBn8qYWcnigHHX+dAxSu0UxjkU7GRk9KZINqkYpiKkwznBJpgJVSensakGSenFDqNhOcikMoscswJ49K7DQGZtGt93UAiuOJHmcCus8Nyh9JCd43K0kDI/F7snhe+K/eKqv5sBXl9om6RT1wa9D8fXDW/h0ov/AC2lVD9Blv6VwdimI4z6jNc1Z6nbhloalumUPA61ZBUMTuznrntUMJA49O1LIMMQp5BrA6RtyQi4B468isW6bJIBzxwc1pTy4XBbr0FY93uOeQMDt3oGd18OoQNPvJj95pQufUAV2p6H6Vy/gO3MPhxZCc+bIzj6ZrqD90/Su6mrRR5dR3mxayPE0BufDl/EFyTCxA9xWvUVwglt5I2GQykEfhVPVWJTs7niOmZZgwPQDgV0Vqyj0z2rm7ZTb3TwsPmjdk2j2OK6O34TJ6mvNluestVct7iykjPpk1UuH2ocev51a3fKFH69qo3zg7V6duKpE9TnNSYKrGvN799185+v869A1mTZEwPcHNeehTJdyHsOK9TLYc1RM4sY7RNCx4iHGavNjZwKq2o2LjFWGr6mGx473IwAD0p3WkOMU3J7VYhcUpyelIc4pCSPWgY6g5FIMnvxQR70AGOOuaO+CaMUY560CHADsaUdKTBoySKAFJximk9cGj8qQ4oATkmnimgZ6U7tzQA7PFQuetSYyaic89BQwI+CaTFHOeBSnrWdigI4oTr1pGNPQYGaFuAkxyp9MH+Vdv8ADSc282oShMmOzYD8Xx/n6Vw8v3T9K67wNOIrfU4ePMmjQDPpuJP9K4cfG9NmtF2Z3utzCDQbp1cN+6KD8a5DREzv9q6LxSRHoRI/5aMi4+uKw9BX5yncjNfN1merh1odBCoGOOTyKlkAJXPB/nUefkRjxjmiTg5yM+9cjOsrzuUJOeO4NZNxJz35/WtK7b5ccdKyZQ0kixgAsxAH8qSH0Ow8KW/laPvOB5zk/h/kGtzzAPlwMVBZ2i2VnDajkRIF+tTcDovWvSiuVWPJqS5pNjuCxA+8KASOtIATwMmhQCeelUSG4sOgApAgPQ4p/lEHsPqacgAz/jSAZtA53fpStwv3jxTiR0qM4PegBGYZySTmo2YKwUU5mC8AGoWXoc4oAkyx4IHHrSomW5xj2qPaoPOeetSqAq8Z/GgCQx8cnj0FQTDbyTmpC5A64qJzlTmgCrjLHJI9qJCojO2mkHJI3e+aACF5OPrQMpMCz9ABXR+Ff9Vdj+HeMflXPuMyHmug8LONl1H3DA/hSAyfiPKBp9lFn78pbHrhf/r1y9opEcXHAArb+I02+/sbcdVjZ/8Avogf+y1l2g3Qoc9s1yVn7x30FaBbVPmyPpimM5HzYyBT1cKGPOV/rTC5IzkjPp/WsjdFO4cbQwxg+3FZUiM8iomMsQu3PcnH9avXONzcYz12ng0/w7bfa/E9jEcFRJvPf7oJ/pRFXaQSdotnqml2a2Gm21qo4ijC/jV0/dP0oHApG+6a9BHlPVjqQilpDTEeH6lEbfxNqEanj7Q3J9+a2LVg6A7ulVfGUX2bxhd4jIEgSQHscjB/UU6xYsigDp2rzqi95nq03eCZqYxHz35wO9Urs7mJxV1s4B6kVmzvgtn61MSmcnrzlUfPYGuLtQGDv6k11niiYR2s8mc8YFcraqVs0GOSBmvfymOrZ5WOeyLsWBU5I7VAgqTco619DE81jm9KZghs5qTK9eKaT6VQhvWkoPXt+VFAB+FL07UmaXrQMAKX8abjigHigQ8mlXBPam54zSg+1ACnAPTFNIGeKG5OaUZHSgBQMj0oP4mjd2xRQA0etMfrzUmcVG5ycmhjQ0EY6U0n0FOyKYc9qhjAAmn54pYxxzSMecAUdAGTH5evWuh8FnOrrH2eNh+WK52U9BnrXQ+CmA8QW/OAd4H4iuTFq9Nlw3R2fiuYnSrSIjrLk49hVTSgEdSM7hT/ABNkzWETEdGYj9P603TQTOq18pXep7eHXum6GGNp6NzVaZ8DBGcVL1XHcc1XuDgZB59K5WzpSM+5kCvt3cEZHtUmgQfa9djJ+5HmRh9On61RuJvnwfqa6nwnZGO0ku3ADythP90VtRjeSMq8uWB0a8g8U5f60xeO4zSbn3cZrvPKJWY56/lSIwUkkVGpPOaN4xgigCcnPTp701cDOcH8aYO3H60oXvt4pDEZsDhOKbuGKXp0zzSNuBOMA0AIWz0BxTfp+poZiT6+1Lt3fw0ANOS3HOOxpwY5OeaTYc88D2pwXvz+dACkA4PzEd8jrUUnAPNSbSTy2KjdewH5UAV84ySaAcqSRkD2pdhTk9aQkFcN3/OkMqMAZM5Aq7otx9m1pEZsLKNn4np+tU2QFiTmqc0vlX8bRtiRcEfhzQBX8cyGTxVsz/q4EA/U1FZf8eq56oTmo/El3Df+J55oTx5cYY56nb+nWnWZOwn864qnxM9KkvcRcYFXznIIHNVpJSpY4H+NS5JUg+nFU5mxz26GsjVIpXMoPPT2rd+H0BuNdluONkMRxx3Y/wCANc3cY+bJBXOcnqK9G8A6e1pojXMgw90+7H+yOB/WtqKvK5jiJWhY60UH7p+lFB+6fpXaecLQelFIaAPLviLEqeIrWXnMkGD/AMBb/wCvWZprM554ArovidBm3065H8EjIfXkA/0rmdJfK8A59TXBXVpHp4d3gjcZuQuOSKyr3oSOuMVoPJhDg84Ofesu5b90fWs4mjOB8WyE2wj/ALz4rKj4iQA9q0PFBL3UKdt26qMYUIua+myqNoXPGxr9+xYVcLkmkOOxzSZB9aPavaRwjs8DAp4biowRnvTlIxz+VUhDjjFNzS5/Kk+lAwPrRnik5p1ACYzR1FLnnpQaADk0DOeaTB7Gkzz1oAcaU0nHrSjrQAvbrSH60MaaWFAhSOKYaXORSY96Qw7YGKYc560/IHv9Kb34FIZIBxjFMbHrS8nvTG6/4UMCORiSB6GtjwtL5et2rZxiYA/lWLIcDPNaHhpydat/+uyH+lclfWDKjujuvELh/EEcQORHCP1NWdNA3Z7jOKzLyU3PiG+m7LJsH0Fa9jHtiVumD/Svj6795n0FFWgjQ3A7h3A4qhcuGyAfmFW3fMYOOQeayZ5DuYDgjvWBsVTG13KsCDdI7BQO4Nek2lulraQWyDasaBfxrjfCtm15qj3TDItx27seldvhj1yfwruw8bRuefip3lyiPgNwOPWmggE5xSlWPVeKRVIbmug5AUZONtPAA9PpSkjd8pFKMHgkZoAOAedtK2D0KimcAnn8hRkY9aAHMMAZJ/Co84pysB1BJpN3bOKQxhBJxk0bQOrnilLkeo9zTQN3Vs454oAd8w6D86CwAySB7Yo6nK8mmO2B0P5UAOJYjgHFMbgcg+1PXcx4BFKw7tQBVkbjvUSnrnPFSyjIOOQKhOVQkgAe9AyJm4OSAB3NZVy4+0rhgfetB2BHGOfWsedy07HjHtSAydwe+uGHQyVrWOfIbJPLVh2TGRi56sxP5mt22JEe31rgqPVnqwVoonJ2nPoP0rPumB3Lk4NXJHCoc9f6VlzOCCCwB6g1Boil5U09zFFEAzSSBFHrk4r3Gyt0s7OG2T7kSBB+ArzPwLpxvtdNzImYrQbt3Yuen+NeqYrsoRsrnn4mV5WFpG+6fpS0jfdP0rc5haKKKAON+JEAk8NLLg7op0Ix+I/rXA6TISgBOPWvVfFlsLrwvqEZB4iLjHqvP9K8h092+6pK9h7VyYha3O/CP3WjoCxMblenTPrWddE7c+2K1mhKwIgPAGfqayr3CKV79c1gjoOB1wb71c9lJqiBhRyelXtVG6/YH+5VIgZPNfVZav3SPCxbvVYo4470oI6UgHHvSj3r1TlAnjORmgNSHH40CgB+4HvS5460wUtMBxNAPtTM0/I7UAKAeSaMkDpSZ4oycUwFzx0pp+lHNGDQAdO1Lu9qbg+tByKQxSxPtQc460nag0AAo4zSCg0gHD9KOnYmkHSnZOOKYhCeOB+dRM3Wns3NQvUSYyORiUY1Z0Of7PqAnA3GL58HoTniqcv3GHqKs6LGZLrb24zXFiZqMG2bU480kjuNOBkzI/3nbex+pzXQRBo4Q2Mhhn9azNOgwqACt7aHh2Yx8v8AWvkJu7ue/FWSRUkkygx3FY80mZDnPerssm0FfSm6NZDUNYjRhmJD5j/QdvzxShG7sOclFXOu8O2C2GkxhiRLL+8ce56CtMnHfp7031ww59RTSFJzur0YqySPIk+Z3Jd/fHT3pC2eT+WKi28ZH86cNoxx+FMQ7eBxSbs9P0owCT8oH1oGO2D9KAFGSe9PBAOOv40wkAjc1JkN0c/lQA4kDPApu4gcKKaQPfNOUgE5J4FACEnIPU0Bj68mj2DHnmk5DZJFADsgd+aQt7cfSkDZPQcd6XJzkk4oAASMHHsKH7kH9adknopxUbrg9MUARcl87vwqtcE56dasMQDyarzOSMZ7UDKjoSOnQ+tY1+wggmkOeVOCfXtW38yoxBB4rB1xw1mEySzsB+ualuyuVFXdjNso9kUY78VtoMICO44+tZlooJQY61o3A8kAj7vT8a89u56qEuGGMc4PSseZsxtgbj7jmtC5fMRGSCBkH0NSeFdN/tbxBArAmGL97ID7dB+f8qcVd2HKSirnofhLS/7K0GCNx++k/eSHvk1vimjGOlLXoJWVjyG+Z3FpG+6fpS0jfdP0piFooooAhniWaGSJxlHUqw9iMV4pZwPFqk8EgGIHYY+hxXuBrxZt0XiHUonBBFy+4H/eOK58QtDqwr1aNtSGhDcmsTUep/StiPc8BA/h54rH1XhQ/auWJ2HA6k3/ABMpcjoo/nVPPztx3q7qY23dyW64BFZiEt2r63AaUkeDif4jLAOe1IQScUirnqTTtvevSRgNI5oHBpxX2pwj9KYhlL+FLtI60bWxQAmR6UoPHFJg0oJoAXNH1o5pelMA+lHNGaUc0AMOabzmpMDNGPegBvOKDk07H0o6dqQDQKXFKM0YOaAE6dqCxoJ96jLc0mMaxpjMRSsTmmsCQcmoYIglbg1seFoS9zIxGRkCsSQ4PX2rvvBel+XCJpl+ZjwK8fMqijTt3O7CQvO51NlalAsrDAHAFXN6AHn2H509UIOR24qheSCFhgY5r5p7nsIyrmQfaJFHQ966rwvZC107z3QiWY7uv8I6VyiQPd3ccKcmV8CvRIwscSxqoAUAAemBiunDx1ucuJnpyj8+6/8AfVA6dPyNN6HgqKlGB6Gus4RpCY6GkK+hwKlwCeFOaQjHtQIiCAnkmpNg6A0oI9Qfwoz1yMe9ACbFPOBn60vT0FLgdxketMZfQ8UABxnhv0oyOpyPwppUA8ZNKAD/APXpDAkE8D8aMDuAaXAHOab3zQA4KMcKKUHA9fpzSYPUfpRyex/OgBTyOtRswx61KRgg5AqvM6g/dJ4oArMeSSBiq0jFmz29KfJIScgYH51Fu5z3HqKBjGEYQsa53Vzuu4YwflALZ/Stu5kJbBbAPpWDKhl1RlB3bQBzWdV2ibUFeZZtYgcsvVe2KtzjfC+fqB70kaiKJiOSOtNllOxgOD1rhPSMiaXKk9cdVruPh1YhLG5v2BzM+xc+g/8Ar5rz+Qktu6huMDvXs2g2H9maJaWmMNHGN3+8eT+tb0Y63ObFStHlNOlpKWus4ApG+6fpS0jfdP0oAWiuf/4Tvwf/ANDXof8A4MYf/iq53VfiPpiavFa6b4l8OQ2gi8yW7nnWfcxbGxVSRcHuWJwPSgD0A145qmP+Eu1Ugj/j4PGa7X/hZ3gtb5LF/Eum/aGQMSswMfTODIPkH03V5np+p6FY2tnKZPCC3ItFkmm+0273Pmlcv823GQc/x59qyqq8TahLlkdVaMrNsBGSvTNZWsRlYcZGc9PSs/w9q/h+zS0upr3w9JcTI8lzdTajGLkuWYbBkHYoAXA3DPoaWLVfClvqEEC3Wi3TzPJPf6rcXUG4KxchEO7fkYQBVGMDmsI0mna51OsrXMTxHpcz6RY6jBA7pIXjmeNS3KngkD2rlI0Xp059ea7/AMP+JPCGmxeVHcadca9cXhIvbuRFjgiJ6+YThVC9lwSe1YyX/h2DXpYbN9GvHn1OSW5vL6WDy47UOoCxszccFj8g3EkelezhsX7OKVrnl1qd5tnPAhTjd+tSDjpIM+9a9pd+G7O4kSxbSr65uLslZ7+aDZDbLtGMyN8p+8flG41burjwvaXzw6Xd+H5hd3IRZbyO3nESk8sWkBwoGePau3+0bdDH2XmYGJD02mlBlX+EVq65caNd6nNPp+saNBb5CxwxvHGoUDAOFIAzjJx3NY7XUEef+Jnpj/S7T/GumGMptK+hDgyTe/eP8qQyjujfhUB1S2XGbqzP+7cR/wDxVNOs2IIzc22PaRT/AFrVYmk+pPLIteYpI4YCgNET94g+4qt/bGnnB+12/wD38X/GnDVtLbg3kGf+uij+tUq9N/aFZlgCM/xg0oRT0Zfzqt/aGmH7t/bD6zL/AI0jX+mnpqFrn/rov+NP2sO6CzLRiI//AF0CInsaonUbEDH261/7/L/jVpHDqrI5KsMghsgimpxezCzJ/KPdTSCLk8U3JIxub86Qbt33mqwHeWT2/SkKn3pDvz984pu1v77UCHBSG70hU+hpNrY5dvzpjJnq7fnSGKUJ9qaUx1YUu1c9SajZQD0BqWxikLz8wqCRkxywpXjOM8Cqkvpu/DNZTnZFJE9hbSX+ow28I3SM/HoP8ivYtKsvs8CKOQB1rlPAOhg2zahIv7yTIQnsnrXe70gQ4z9a+WzCv7Spboj2cJS5Y+oO6rESOG+8c1h6hIMYHXNaUsoZCSeax71s+WhPJ5JrzlqdrVjQ8M23m6m1wQCsKZ/4Ea7NeuMZGO9cn4b1LSraAwT3UcN077ismVyO2D0/WutQfLvRgyHoynI/OvQpQ5YI8qtPmmxrocZwuaaN47/kanYMVyCv4imHAx9ytDIQNxy3607YSBz+dNBJ6EfgKMOMkAkD26UgHDeDjOfwpxVtvSot0med3T0pvnY6gj3JA/rTEThM/e5owpHA5FVjcowIMqr9XFAmhJOJ4vb94Of1oGWCO/Smkr3Y1BJd2qDLXUI/7arxVKbW9HhG6TULcZ9Hz/KhJiujTJQjk5xSnGc7QBWAfGHh9GcfbQWXk7ImIA/KkPjTQQCRcysPaE0+ST6BdHQfj+tG5RycVysvj/R4ydkF8/psgz/WoF+IVvM/lxaTfnP8UhRB/M0ckg5kdgZRjuPoKoXUoWQDDcisGXxjJtwmkuT/ALVyAP5VSl8TXlzIDHYQxYGPnmL5+mAKOSQudG+XyfuNke9JlyCSpH41zQ1fUnzh41PoI/8AE1Fcatq6WkkgkgYr2Kf4Gq9mxe0Rt3EgX5myMDNUbBd5eUjBkbP4VlQapf3rC2nSEbx8xTIOPbJNb9rB5SA8AD9K5MRo+U78LG65icgKCWGc1k3jFeMkDsfStOaT5T7cj3FYl+WAXPeuQ7ttSfQYPtXiPT4duczBmGOqryf5V7OBxXm3w+svO1ae8ZciCPYp/wBpv/rA16UOldlFWjc87EyvOwtFFFbHOFI33T9KWkb7p+lAHwDRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXqOk2UTeHdOnadld0Vdu3sFHIry6vTLC5K+E9PBcKNhJBHzcADI9q6cNNwbaMquyLN7b/AGaESxTB1ORhhzmqkBu5ojIFXZkA+1R3N00xCq5MYPy/41p5KW8VuqDaoJZweG967HiKqWjMYpX1KoSZtpVk+b1qzbadLckjzgvGRxUcADSZ5C5wK27OBmmBjYBl9D1pvEVe5JjDRdRdvkkgI9cnirlr4flc4uLnBH90VuxJJGcuhOO9WgqMx6cjvUOtU7hcwh4dtu80jfjUg8OWewn5yQf75raCxqRjGaaSMHt61Dqz7gc/N4dsyvyqQP8AfNLbeELee8jAjXyV5Zjzn2raitpLqXy1zt6k4rorS1VECDhFHT1rhxGJt7qep34bDOT5pFmxt47aNI4k2Ko2jA7VYuEYpnIwaYDsPf6VDPMQMZry5M9eKsZ13IVwBwehFZt0zPcKo5O3A/GrV+waQEdqisoy83ntzsBUA1dGDnJIzrVFThdg9lFcJiSLco9Rmqsdtc2EhGm391agjlVY7fyrooUyvSq0q/vSMA+teykrWPBbd7lGPU/EoUY1xyMfxRgmkbUfEco+fXHUD/nnEqmnMwjYnHTPBqs10HGF4zwaOVBzMgml1zr/AG9qJz1AkxVNp71T/pGo3snHJNwwp1xcPH0YYzzxUTXAkDZGPfFWox7EuUu46aF5VDxXdwxx0MpNVleaNQpdz65Y1IsxVh5ZGfWnGWN2JYEN3qrIm7M6aQl1Yk4PqTVm0MfnQLs+fz0Az35qncs3XAx0GKZFIRqFocgbZRv3dABk5PtxQ1oOLZrx3cQllRG3B2AVscEAVhXl1JJOluh4XjA7moZb0h3/AHgMxGcgYBHqBS6Yw+0NO2GC87G4Jz1I+nWlFIrW5oec4kMZTac7ck+1WbVZGU7mVRnqazixKiWQAORnGfXn+tIslxcAruZVPGBRHYJavQ6aJEiUAcN69zS7lNwue3QVX0y32MCzF+O5q5NEAwYjBB4xQQWmtVlIJbA9KVbZflxwPX1pYiNgJOSKGIGRk9ahlWF5RsKRVe4fMUoJzkHj8KDOImxksT3qe3tjPIrtlUz26ms6k1FXZrTpym7Il8O2EMdrv2lZJAGJPUjtWtIzKMABV9KdCuzjAHpjtTrhV2cHOa8mcnKV2e5ShyqxRknyCp/HFZ9448+NQcrjJ9qkmcrIM5qo8cl1exQQAvLL8iKO5qVqzSWiPSfh/beVoLznrPMSD6gYA/rXXVR0myXTtLtrQHPlRhSfU9/1q9XfFWVjx5u8mxaKKKokKRvun6UtI33T9KAPgGiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvWktYx4KscFhtsklH1IGfwoorSBEzFtQHMWR/Azceua6BkWK0uNgx8oX8KKK6nuY/ZZFZ/cSug0+NcKcc+tFFN7GTNlY1z3qV7eMM3B7UUVIFWSJfeojbpvxzj60UVL2NIbm5YWsSQ5UHJxmtLyUVOM0UV4lT4j6CGwxolz3qrLEu1utFFZdTVGZJEuw9abbQKHGCwyBnBoorrwnxs4cf/AAzdt4F8vqfzqpdwry3OaKK9TqeOynDGs8YaQbjg80hsoAu4JzkUUVQmZ1zZwyMdwNY17aRwSHyy459aKKpCKsX7zBbrnqKsyRrsBxzg0UVQMotErSBTnHFSWFun2meXnfEkjIc9DjH8mNFFRV+Eqn8SMfWI1tdTWKMfKw5J5PT1qewgjMaKR98jJ7j6UUVC+A1nuSXo8zUGjYnauFAHpVqzjG09etFFamR0WmxKRk5zV64iXA69KKKRBDCoVXA6YqvckjoT1ooqJGiHwWsck8YYtg9ea6Gzto9hODkDiiivOxe56mC+AnaNVbaM4xVe4UKAQTmiiuQ9IyrtBv6mtrwHaRSeImkdctFBuT2JOM0UVdL4kYYj+Gz1Bfu06iiu48oKKKKACkPSiigD/9k=", "path": "001091.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.
001092
Men Tshirts
{ "bytes": 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EPhazsh1LY9RgflV23t1EgVFAUVM6ulkVGmr3epYt7cRQqiYUKPSi4jQRMnZvlJ71cICD3xVO5PymsVvcvdHicHizxJ4b1Ca0t9avYWglZCjSl1OOnytxXU2Hxv8AElpFsuobK9bs7oUb/wAdOP0rC+IOj7L1dSjT5JPkmx2Yd/y/lXERgl1QcgmvbpSU4pnlVYOEj6p8CeOYfGNi/mRC3v4cGWENkEHoy+o612lfMXw91kaF4xsLh2xBI3kS88bX4z+Bx+VfTmciipDlZnF3FoooqCgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKQkAc0AJS1mX2t2FgpM9yiN/dzk/lXK6j47YgpYRY/6aS/0WsKmIp092dNDB1qz9yJ2dzewWkRkuJUjQDqxxXGa541ia3kt9OZ2Zvl87oB6kVyN5fXV9L5tzM8r9s8/kO1VT8xBPvXl18wlL3YaI+gwmSQg1Kq7sbNLvkHUnOc051Ei46HOQahkO1uBUsTZGK8/m1ue77JctjY06YTRbW4boQOxrTjPlKT830PNc3E7QyiROD/ADretpUu4dmdrema7Kc1JHz+KoOnLyJftKbth4x61Klqkh3R7SPao1serSkux7nimpBNauWgcqM/cPIqmjm9GXDbbR3qSMYXA6U1TNMVMmB7D+KpWGyP0ppEFac9c1j3jbY3ZvTiteQZU1gapIDOE/hFGxpTV2YltbZv5LlhyBgf1rR/iFMRcLnHXmnHPWuKpPmlc+ho0+SCR2vhrxHa2dmlnezeWQ37tm6Y9PbvXS6tIkmg3zI4YG3fBBz/AAmvImYuAuOKs2mq3llbyQRzHyJEKPGfu4/pXfQx/LHlmtDxMdk3tLzpPV9DM1GA3dq8Q+8ynb/vDpXL6TaM10ryZ3HJwf512ZjDD5Dk46HrWXNbeRdGZVxnnFdftFKN4s+Xw2FnQr8ldWfQ3NN+Qrn2re3Lj5CPpWHZjfGGXtWlEfbmudntplhxu7VABNDMJI8FO6mrEWD9am2Z47VBRnyCSZss232qWBMNx+tXQqHPFRBcyelAXBhwaoXOCp4q+4qhcc5qkK5hahB5sbKenUVzsELnUIoWTfGWzn0xzXWXIBiJ9RWZZwbZmlI57VvSbPPzFU/ZOUt+hfBxivVfDDmXw9ZMeoTb+RIryfI65Nad74r17TfDMMGhw25kjLB5H+Z1XOflXof88V2U9zwcJNRm7noHizUbbT/C2pSXM6RhraRUJbG5ipwB6mvlV26e1X9W1vU9TupZtTu5p7hjhjKfuj0A7D6VlGQE81304cqPRbudZ4J1dbHUvskz7Ypj8hJ4DelerRytGwZA2D1wM18/q2MNn5h6V6r4P8RrqVosFw+LmEDcfUdmrz8ZQ150d+FrfZZ27OGUZ7ioTFIsqyQtjHY1WmkbnAbnG0jpUqy3MKhmj3rnDAHJrzGjusSurzPuckfSpIk2sO1TxXNtIuVOG9DTUO8hhnHqaAbHnAFULo/KavuRis+5GQfYVQjnNYgSa1lSQAqw6GvLNS0mGwvUeNsK4J8v+79K9YvyrRtkgIBlmPYCvKdQuvtt7NNj5GOEH+zXoYKLcr9DkxcoqNupFG2COce9fVPhjUxrHhjTr/dlpoFL8/xAYb9Qa+UVOGx2r0zwF8SI/Ddqul6ojtYbspKgy0Rbk/L3Gfy969GrC60POi7M98oqjp2p2Wr2cd5p93HcW8n3ZI2yKvVymoUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAlJ2qvcXcFrEZZ5FRR3Y1xmr+NWIaLTgB281v6D/GsKuIp0l7zOjD4SrXlaCOi1XxDZaSuJZN0h6InJ/H0ri9U8ZX16CkH+jRf7Jy359qwJZ5J5WllYvIxyxPU0wnPPevHr46pPSOiPpsJlFKkk5q7HPIXYsxJY8kmo85petGM5riu3uewopKyEIyKavC4HY4pxzxTU+86/QikUMliyDUADRScjir4GeaRkDjkUXBTtoNSRSADU8byREFOnp6VTlEduhlkdURepJxVQXEt/gREx23vw8mP5D9fpVRTWqM504z0sdZYa5BKrK8m3b/Efut+NaMF7bTttjkRm9BXFqPLGBkAVPYXIt7yOQHOxhuFbxqu+pwVsujZyizud4Rc4wKbOTJCrKM96hvpAYgsXRsflVmIZiRfQYrpieI1bVlJnVYvmOCRXO3+1rkKDnua2dZnitoiWwZG+6o6mvPtTudTlmkWxlWLacNIwGc+2ayqP7Nz0sDh3J+0ex0dRSNggCuTg1XX7Jx9qWO7hzyAAGx7Ef4V00EyXUaTIcoyhlP1rmnTcD14O+6sS4IxmgD5j9aeQQRkU0D5m+tZmlx3bFDBJV2yjPow6j/GkFLVRnKLujnq4enVXvq5b09PKbYHDIfzrY8nA3DvXOqxGCDirkGpzwjDHeno3+NdUMR/MeZXy1rWmzahC59DU+M9Kq2U8dztePjsynsauIMuVHUV0Jpq6PMlGUHaQxUOelAi6mrKwMeophGGK9xTSJuU2HWqlygWNiavOhVi45BH4Vm39yPLK/d9zVCk0ldmPJJvJB6DikUbVFRRDzdzc7FJxTZd4B+bIrppxsj5rMMV7afLHZDZbgJ8owaZDdPG20LlG+8D3pqwkgnqasQQbQDgZrQ869jOv9OtL8tHcxZ7pMOHH4965LVvCl3ZK01t/pUHqg+Zfqtd5crho39QV/lUQO09xWsK0om1PESgeUxuVbkY7c9qu2V3PZ3UdzbSFJo2yCO//ANY122qeH7HVMuU8mf8A56x8fmO9cvd+GtR0/wCdVFxEP4o+v4jrXVGrGejPQp4iMtU7M9P8K+KLfWYgjYS5UfPETz9R6rXWAK54r51W7e0uFeJnS4jO5SjbSp9c9q7/AE34nGK1iTUbCSe4VcPNAwXefXaRwfbNcVfBtO8NT1KOKTVpHpyW653bRmpvLH1qKzZbq1iuYnDQyIsiHPVSMg/lUqODIQOgrz7NOzOxO+pEQeRVG/8AkhbHU1fkG3Lr3HrxXDeKfGltppktYQtxeL8pXPyRnvuPr7fyrSFOU3aKIlNQ1Zz3i/VvKtRpsTfvJhulI/hTsP8AgX9K4knp+dTXE0l1cPcTMWkc5YkY5qs7ele5RpKlCx5VWpzyuKH5NOVzkjt0qNRThwG/E1sZmtoHibVvDN15+l3bw7vvp95H/wB4d/rXsnhv4x6dqASHWYTYz9DKp3Rn+o/X614IOQB6U9SVbg1nKmpDvY+wLa5hu4EntpUlicZV0bIP41Zr5Y8OeMdY8Nz77C6ZUJy8DfNHJ9V7fUV7N4Y+Keja7tgvGGn3mBxK37tj/st/Q4/GsJ03EtSueg0U0MGGQcg+lOrMoKKKKACiiigAooooAZ3rP1bVYNJtGmmIJ/hUdSauySLFGzsQFUZJNeS6zqsupahLI75QMRGOwXtXJi8R7GOm7O/LsF9aqWey3G6pq9zqc5knckZ+VAeFHoBWfzmnAZ5pcZrwJTc3dn2NKlClHlgrIZyaCKeRSEY61BtcaBzTxjFM7UnOaB7ik5NRsdhD+hwakApCM9aAEM6qCoBc+gqMtPJ0KRA+nzH/AA/nU2Bt/pTgpoEUhYo7iSQtKw6NJ82Pp2qcRqjD8m96sYpjDinzApXIZU3A4GaijRkU7gBk54qwwwyn2owGXNO+halodFpE5urJGY8x/Kc1evNQj0+181sFzwi/3j2rmdLvBaXDK5wjKf8A61UtRvpbu4+U/vGHy56Rr6/WumNW0NNzyJYHnru+xX1LVJWuGJBnu5Oidl+voKSOGRo183Bk6tjpmnW1pHAp2DLHl3blm/GrioMVzuR6sUoKyKy2oI5FENu1uMRMAmeFI4B9quYpTUtg5XId03dFyP8Ab/8ArUqA4JOMn0p5GKUCkITilpQKMe1Arjad0oxSfzoC5Nb3D28weM4PTB710VvdpdASpww+8p6iuYxipIpmhkDocEVrTquPocWJwkayv1O0E+U96gAySfWq1hdx3cfXDjqKfd3kNnA0jn5R2Hc+lehB82p4FWPsb82lgu7mG1gaSR9oH5muMvb17yc/wgchKTUL17l3ubmYJCoz1wqCsF9ZmuMppVp5iDjz5flT8PWuqFPqfN4zGyqPlhsTvr50+8e1urGYWykbbiL58g4PK9R17ZrSt7u3vo/Otpklj6ZQ5A/DsfY1lW1pO6F7qQPM5LMVGB+FSrpkaS+Ym5JcffjO0/T3rU82TibCDPXFSjhSP1rPSS5iGCY5eP4htP6f4U/7c4Xm3/KT/wCtQZ7k1yvyJ7P/ADBqAD8KVp5J41HlbAGByW3dPwooENIP1FKDg8HFLjimkkkUAnYp3+l2mpxlZ4lEhHyygfOPf3rh73SrjTZvJkOXwX4+6V5Oc/Ra9EB6AVFeWFtqdv5NyvrtcffTPXHtW9Ks46PY66GIcXaWxsfDjWvtvhn7Gz5ksn2Af7DZK/1Fdjbj5ST3PSvMPBllceH/ABU9tN89peQsqSj7rMvzDPofvCt/xp4y/sK1FjYMp1Gdc7hz5KdA3+8ew+tctWjzVrR6n0dCtH2XMSeNvGcGkWslhZTK+pONp28+QD3P+1joPf8APxOe6lSYMF81iNzktzSXF3JLKwQl5SSXdjnk9T70yOJuS7bnPXNelSpKmrI46lRzd2SR6jEx2uHjb/aFSsuWypHsahMAPXn60sSPD9z5l9PSt1fqZFjbwDSE4Rj7Y/OkEy7Rnj6imyMMbVIOTVEgDg08HOKYBmnA4FAx4NODUwGloA7jwT8QdQ8N3qRXUs1zpj/K8JYsUH95M9Men9a+hbDULbU7KK8s5lmt5V3I6Hg18iDFdZ4O8cal4WuQImM1m5/eWzn5T7r6N79KxqU76opSsfTVFYnh7xHYeI9PF3Yy5xw8bcNGfQj+vetuuZqxd7i0UUUDCiikJwCfSgDlfGmpfZNMFshxJPwfZe9ea7vmrb8TX5vtXmcMdkZ2J9B/9esM5HNfO4ur7So+x9nleG9jRXd6lgD5aXoKarZSn/wVynosaaYeSD09qeTzTTigY09aQAk9eKd1PtSgc4pFXADApOpp5HFNxQJMUUoFGMdKXFBIYppFOzxTT1oBCMuVGagZthHpVhmAXqOKrTDcRj1plw8xrthdwGSeFHvSRQkA/wARJ5b+970kOyaYg9F4X6dzV8ADoDVBKVhipxT9tO24oIFQZuVxvUUUuMUlACEUY5pT0owMUDE96cDjvSbec0vIoEFKAM0lHIoAcRimEYp2c0GgSJbKdoLlHBwAazNf1bbcF7gMcfLDCvLP9P8AHpVrPNQXtjHNKLxEzK21JHz/AAjp9K7sFNKXKz5ziLDSlR9pDpuc99iuNSlSbUCMA7o7cf6tPr6mtWO3CY46dMVaWEKD6ml2Yx1r1j8/cmxgSlwAKkx0pPw4oERkdcc0xlzUhGRSGgBgFHrzg0fxCjGRnGKBDiDtJ4oVc8Y5pDgRtxTgSPwXNACbM0mCKlQYDZ7YoZc80D1H21w0EyuMHa2QDXnHiu3vY9euPtMjSef+98/++p6AemOn4V35/lWZ4jsjf6M8qJultvmyBzt/iH9a2oStI7MNWafK9jz2KLAwFwtTBM4NO2YFOxivSSO+43AHbFKFx2FLQKYrjCuajCAHhRU+KY2RSHcTrjikA7d6dj05oH0oAaBjPenhSR1oxyKlHC9KYDAmBQTg/WngimOMDNAJmx4d1+90LVoLy0lZGjcblHAYZ5U+oxxX1Fpt9DqenwXtu26KdBIp9j2r5GiJVt3evcPg94h+0WE+iTuS8P72AE/wHqv4Hn8a56sLq5cXrY9WooornNBtZmu3hsdIuJlPzhcLz3PStPvXJeOrkJpsMA6ySbv++awrz5KbZvhaftK0Y+Z547FnJP5008Cgnk5o/Wvmnqz76CsrIVDtU5/hOPwqUn5Tg+9QH75B6MtOQ5THfkUDaFL4oGCM1A7YA79P5VIXO0KO1A7EoOD708D5s+1RR+9TAgDpSIkJ14oxSgUpoFcbig072pMZNAXACmkd6ftwPSkPWgExoQFTn0qtty5xx2q0x+RvoahiGSnHU5pouLtcjhtXgYty/wDSrQfd7YqRR19KaVBb5fWhshyvuL7UEU4DHakOeelIkaeKKcQO+aTHpQMTA5poFPx9KUgdqAuNAyaCMUZwaM+tADSP9qlHNNJ5pGfB60DJAMmmueuOtKGwuabjue9AIjJ9aswEMNjchutViKkibBFVBuLujPE0o1abhLqKY9jEHqMimMvvVmf7wfs3P41CR3I4r34S5opo/JsVRdGrKm+jISCKaD6GptgJODn600pjrxVnMREHNIRxUm3B60GMjrQMhKZbpigDgipQCSP60EbNzEd6AKycxsPSpQP3uOmVH86XZhpMdCMjNKx2XUQzgnAP5UAKD+7l93PNOx8uMcio0JYevz//AF6mOOSccmgCs4weKsWxVTgjcrZBHtURGWz09PpQDj60bFxdnc8/1jT203VZ7X+ANuTPdTyP0qgRjrXZeM7Xfa2t+oJZT5T/AEPT+tceTXq0p80Ez04S5o3EA5pMcnBp/ek4bHWtCxvekIyO9PAoOMHFAEY4A7Unan9OtNB+fpQMAelKhy2KheTy2zwRTw2H/WkOxJnk+lB5X2FNByvHekD7lPpximADpXQ+Fdak0PXrS/jz+6YbhnqvRh+Wa5/oamhfDZ96TV0Fz66t547q3jnhcNHIoZWHcGp+1cN8LtX/ALT8Ix27vmSyfySO+3qv6HH4V3VcMlZ2Nk7oSvPvHspN3bxZ4CMce5P/ANavQa808cNnWsHtGv8AWuHHO1I9LKo3xKOWJpR936U0U5SN2D0avAPtlsI4+XPcVGW2tx3/AJ1IOMofwqEgEFD24pFIYXDlG6AnGPxqWWZUOOpPQetUJD5Um4/dZhu9j/8AX/pSxMJbyYseV+UfSrsNo0oyeDipz2qtC5IzmpyalmUtyVeaUikj6d6cOaDNiHijFL3FITn1pDFJx060wdeaU80mcUxIRxlW5/hNNjBCpj+EU5z+6fnqD0p2FHrTGOIyOKjB+brT+PVhTCOlJgh/XOaB/OkySacBmkIUDHAooyfSlz+NAtROlNzz0pTxjimk0xoQmgkAUhOe1MLjoRQUkIX5pjZDJnHWmTMUwy00yZ2EdT0FOxqo9Sxv3v8AL0HH40/tUMYwoHp3qXrx29akhqw0jmlBpCc0meaZXQtt88K/7LfzqFj29PSpY8GFvwP60zjPoa9nByvTR+ZZ/S9njJW6jCDjmkyevb3qXZ8vFIRjGOK6jwyPAP5UYwP6U/vQRkd80ARkjj60PzGVxxQSSOf1phPy4oAgjbceeqnb+FNcn7UDnO1h/wCg1G7GG8Ug4WTj8aa8/wC9fjnZ+tA7FmIjC/UtUoyQM9M4Huarw/O3oqryasBtzbVHC/zoJBxlmb1NMAPHrUh7ACkPBNBSIdTtxeaHeW/VthZfqvI/lXmgOR616rAQX29jwa8wuYfKupk6BHZcH6mu7CPRo78M7qxETS9MU3IpQSM9xXWdIp4NGTikLZppPpTAZIcmkzgr9KU8jpTeox6Uiiu5+SUehqVWyF/3RUUgzIw6BlxSocIp/wBmoW5RMeF479PpTohgD2pm7f178VIpwtUIcaFOGoPIJpB1oEesfBrUTFrtzYs3y3MG4D/aQ/4M1e3182/DW7+zeN9MbON8hT/vpSK+ku1ctZe8aQ2ExxXlnjCQv4huAT90KB+Qr1M/dryHxDMJ9bvHzn94VB9hx/SvJzB2ppHt5LG9dvyMkcEelKykc/jTcZGKlT54/cV4bPr9hrDeoYHmoW+b5h1qUZQle3UUjD+IfjQUtChOqsNrcq361QS5+zXRjm+82FLev90/j/P61qTKGBU9eoNY1/bw3aok05gZWxvHXnqB+Na07bMqXw3RvwEbQBU2/pVOCRCvycr61ZVsGoe5m0WFO1fepAcCoFO45qfOOKRnJC0uOBk0gOaaSRSJFPHWkJA6UmcmlHNMYoxmlzg8ZpB0FNIx0oAcT70hOeaTmjrxQAoNSZ4BqKn5OKBNBnnnNGaQ8dKTNAWHZwaYTRupjH0oGkITTCc0E4qNidpPSg1SIrtsQE98j+dQI+ZQobO0YA/maq3d4ZE8mNgJC3XGeO/FTWkQjXuSepPVqu1kaRNFD8oFSA5/rUSKSPc9/SphhRnGT2FZkSFPH1pMc0uOOaTpQJFmEDy3/wB2gOD/ABZpLc/K3+6ePwpmfmr18D/DZ+ecTxtiU/IkHQYNNIOeOfrSAjbkcGkJNdp8wLxjvTWajcajZs8igY1264qNnINDEjtzUTNkUAV7xi0G8fejYOP8/Sqks+bjC9W5/A1ZlYAYPQ8VgS3D/a5AvyqCqsx65wPlUUGsY3OiW4VFEcfzYIz/ALbHt/Wr8K7Y+TyDyfUnrWTYREYLcHBHX7o7/j3JrQ87flU5ReCaDNosBgMnr2H1pjcYPtThjqx4ofPB7+npQJCxMFdePevPdfXy9fvV6fvSfzwa79OGrhPExx4hvP8AeX/0EV1YT4mduF3Zljp60ZxTSeOtAPFd52gT+FIelKetMY4FADSaZvagmkJzSuMZMcqT3xSFgsar9BTZGwCPwpqctubkdAKi+pSLKHuepqQNUQOacDk4FUImz8oGetHehfmPtSimI3/B8xh8VaVIONt3F/6EK+phXyj4cYprlg3cXMZ/8eFfVwrmr7ouBHM22JiegGc14teS+dczS9ndm/M5r17WZlg0i6lPRYm/lXjT8gV4eZS2R9LkMPelIFOD9adGdkmOxpmOPpTyMjP5V5B9MPZcioycfjUobcoJ61Ew44oBFW5GYyV6rWJdpHdSJDKpMch2tt9uRW3Kcc9qzYBv1FweVSMn8WatIO2po1dWLdtCYECqxI9TzVpSc9aq+UAf3cjL7DpUqbt2Mgk0nrqTJF6NgMelSbjnmqwPzfSplfke1SZuJMMntnimknvSBs0ZzQTYUcUoNMBBOOtO9BSBj/4KbyDS55NBGAcdKYgzSY79qBzS9DQAuc03ueKOnal96AEJ7YpmevanE8Gm8gdOaBpClqaTxTW+70phPvmgpREdsVVu2cwMEIBPGamlLAcc1SlR5D87YX+7TW5okYWkwLGZQnO12UOxySK6S1QAcDPuayLdPKvJ0/2gw/LmtmA8DmtKjuOCtGxcHXinhccmmocU8+1Ymchp5/Cm9SKc1N9KBosWx+bH4VEBj2+tLE+18jFPlXDv9civTwEtGj4fiulaUKnyI9xAPFM38U7I75qNjycA4+leifHDi+aYWyfemls01mGeTigAYkjrmoHPX+tOY/lVaVyFznOKCkjM1jUksI0XBeaRsRxDqzf0qhYRuuC5DTHkkdBnrimancx3F/BGkeSud0h9MdB9au2qLwBjbnk+pp9DZ6RNW1QsoRSce3VvYf5/KtJIxGADww6Afw1DbAJHgD5iPwq0Ex94+/P86RzjsYAZ+F7A/wCe9MckAknr1qQKTyeCRx9Kjc56dB0oAahw4rhvE/HiK7+qn/x0V3KnDde9cV4tTb4hlxwGRG478Y/pXThfjO3C7sxWpoI4obgU0/KPSvQO0UmmseKTOaQmkMaeaYxwDTmOKhlYFalsogL+YxOeM1PEKrR8MR2FW4uKiI2SgYXPanqh6fxGm9W4qdV2jJ6mtCRRwAo6mg8YFA4JY00ZxuPU0xGnoriLVLWRjwsyE/gwNfWg6V8hWr7HDenNfWtlL9osbecdJIlf8wDXPXWxcDK8WSGPw3dkdwF/AkCvJm+8a9K8d3Yi0ZbfPM7gfgOf8K8zwST15NfO5g71LeR9fkcLUXLuyVf505eBj06UxTipAK809xhjbz600mpDyKhY4oCOpUnOFNZ2mnfd3ZPT5B+Wav3J+U1S0YZNy2OspH4cVpH4WXJ6o0TEO5wKkjRQOOtBXjinKMVANjsY+lOyetH8FLnigkcvI64pcEU0ZqQdqCGN6/Wnjkmm9KXFIQtKDSUUyRQemBQefakAPWlHWgYZ4oyMGk6YoIOc0BYRj8uKZjB6U88GkIoKQ0ngVATg1O+cVCRSLgNLCoJNuCKlK1C42rnBNNGiRlZxeB/724frWxD90VlvGyvHx6k/pWnATtFXPUErIuJ0FSA1Eh4qYdKyMpDSeaYeKewphFMEKp5qxKc7G9V/+tVUdasEhoVP93iuzBStUt3PnOJqPPheZdGRN74qIkmpXIFRsVPKnH1r2D85Ii/p1zTCeeO1PYYXkZqFmxk9OaBoZKcL14qi85jb5hlTVmVhnB6GoZY0kFBexjX0sJniCA7y/UDpwc1dsySyY4A4HsKp6jlPKSJAF3rvNW7HtTLl8J0NvgLgck1dVeOnNULY9PWr4ORgCkc42Q4yAeWqCQ4O1egqV+Mk1GRhOetAyJfvj+tcv4zixqVvN/fhwfwb/wCvXUDlulYXjKPda2c3TaWT8+f6Vvh3aaOrDO0jj25FRHjnFPJ/2qQnPNeieiM7U008nIppGKB3InBNV2U5q0TUL8dKhjIE4kYfSraGqa/64mraUojZPHxVgHioI6mHStEQxD8zBe3enMcmlACj3phpgSxNhhX1F4MvRqHg3SbjOT9nVG+qjaf5V8tITuFfQXwgupZ/BrxyEFIbllTnkDAY/qTWNZXiXDcq+Nbw3erfZwfkhQD/AIEev9K5TYUPfHqOauXl01zdSzSkh5Gycmos5HWvj69TnqNn6BgqSpUYwGqcj1qQDiogMtz+YqQE+ox71idTFNQOeKnJ4wVIqvL0OM0hwM+8bahqjpU5iUqV+/hs/nmrGoNtjbJxxVa0TbGnpgH9K3ivdKn8SNpX305STUEQ6VaUAVi0A/oADSnkUnfg0oyB0oJFHBxipAaYDk073P6UiWLnPT9aUetMzz7VIMbfeglgORS4AGTTe1Gce1ArC4zR3pAcUoPBzTACPejtTSeRzQDxQMD+tITx60rHjgc0wng8UFIaWyaYRQSc0YIFBohhqKQVMahcUkaIqSIG3PkbUxn8TVmEEKKdBF5qXMf94AfzxSWigxDGQfSt5wtBPucVDFc9adJ/Zt+JaSrCjAquBg8MfyqQEk9TWBux7DPaozzTscc5NOHoKBIjEbE9KnVSsD8+nH40gp4OYpB7GtsPK1RHmZtFzwk15FU/ex61GwwemaeCCfU+lLgN0PFe8flRXJxnrUL9881aZcHHaoHBA60DRVdc9Kgc7auH9KqTDJOABQUjG1Z82+Bx8y9PrVuw5I5qrfjjJxgHPtU9g4cBx/FzgVVvduayj7lzobatBMbfWsu3bHboKvJJtXsPqak5iV1z+FROAfelJ3E43H+VN2McAtgegoC5EwJ71l+JohLoDNzuikVs4/D+tbQRRwBn61X1iMz6Fex9f3RYD3HP9Kum7TRvRlaSPMzjnimnFPYcdahJwSPavWPUBm7UwninHtTcUilsIahkqY8VC/JFTIZAow3v3q0mTjiuk+H2kQ6z4sFncxrJE9rcbgwzg+U2D+BINYMLExr3OOfrUw3sDY5MjsfyqZdwH3D+NCnnFKDnNapEXAgnHQUojyeufpThxSgYPPFMNRUAFex/BW9JGq2Z/wCmcqj81P8ASvJ7TT7u9+W2tpJM91Xj8+leufCLQLnT5b3ULlgu6JYvKP3l53ZPbtWFWcWrX1NIwktWjo/GeiWq6VPqMUCrPHtJ2/KGywBz+fWvP1DkZ8uRR644/OvYPEESTeH79HXK+Qxx+FebaUDu56nFeFi8PBu+x7+X46rCFr3SMrLfX/PtShvUYNdotjZ3K5mt43Prjn8xVa48MWjrugmkhJ/vfMP8/jXDLCS6M9aGa03pNWOW3DPrTSflram8MXS58qaCT8dv+NZ02kX0ecwMfdWU/wBaxdCa6HbTxdCW0jndYO6HaP4uKZCCCPajVJNt1FbsJA5b7pHSrEKcDNOzjGzOjmjLVMswpVgcHmmRjJHJqUisWUJS9R34pcilU0hMByQRTxzik70poJFI6EGgemaQDig+vegQpJxSg8Ug6UuOmKACjikHH1pQeaYgIzSYpxIJowMUANIyOaaelPpjcCgpELDmlIyBSnk0Ggu4xhzULips4zxUTnihFJj7PIaTHH3f601kMNwwxwfmFOs8gyY9B/M1ZZEM8JkQFclCD7816Kp89BeR8fLGPDZxNPaSRCJB/dNOEnHSuht9GsJ8N+8/B60ItA01QCYmc+8h/pWEcNNnuTzOnHochk49KfHHJIfkR3J9BXcLp1nbj91axKfXZmmT7Qu32q1hLbs5ZZrf4YnJLZ3BxmPAPdmA/lmnNFJDEWOw9sAVrTnaR9KzZ23xMD6E1rSowjJHn47F1Z0Ja20M3GDTtoI9acw4OB1qLIBwRXonwPURsnvULLn2qVz71ExJNA0QtwfUVTmHzYAxVxjweKrOMHpigtGHrJ2WbdPm+WpNGxcQA527eD+FV9fciCLPGXJ/SneG35kQ9ByK6uT9zc6ZRvRudOkKqg+8efWrUYVW+UdaroTs6VPEJHIChifQDmuW5xKDlsTA9fpSFsjAq5Do2oTYYWzqp7yfL/PFWhoDIMzTj6R8/rUuSR008DWqbIygQTjqT3ptyyJZzmZ1jj8ptzHnsa1ZLCCHoC3uxz/Ks7UwDo94FGMwv0+lEJ3kj0qeVyiuabPJicDk5qNutL0WkbG33r2ughCeRSE0hpDSKEY1Hjk080oHepsM9G+CVuJPGzSYz5drIT+O0f1rI1/wVqNj4m1KysIfPt4528oqQPlPzKOvYHFdP8CYwfE+ov8A3LPH5uv+FdT4pja08bzP0W4hjl/Taf8A0EVzVajg7o2pQU9GeUw+BvEkuNumuP8AedF/rWtafDDXpvmmezt1/wBqbcfyUV6jZvlfrV9GyBzWDxlQ3WGgjzy1+FttGAb/AFKSRh1SFNn6nP8AKtKLwjoWnnKWYkbON0zF/wD61dZKc1m3PzZz0rnnXqS3Z0wo047IzXVI1CIoXB6AYFdV4EwVvv8AeQ/oa5Sc4b6mun8CSDzb5O5CH+YpUXeWosQlyHQeJZPJ8OX7esLL+fH9a890yPDDA5OMn8K7DxzceT4f8sNzNMiY/vDOSP0rlNOGU54A7mjEO8rE4VWg2bcAAj6596laXHQfLUIIC5qGeTA2gn6k1lexso3JHuQCckiqN7OfKPpioy4Mu3dmq2pOUhbsMVnKWhvThqjjtShaTVI58fLIWRT67cZ/mKn24YYGKt3cTKmkBxz9mec/9tJD/QCodoL8jtXDiNJ2Po8G70rj0wD16VITkcetRBecing44Fc51WHU9R7VGCfSpccZ5oJYtLmkBB7UZ6dqRI7pSUtJ170AKKUdOlIKdn5aYmNJznikApehpQAO9IBMYxxQelBPNHX6UwENNY8UpHNNY4HOKRSIz1oIxSEnPSgkgUyxpGajIzmnmmEkUikTWgw7j/ZH86suD5Zx/D8yj6VWtfvv9B/OrWTur2cMr0Ufm+e1HSzPnXSxu6dPuiWthJR8pz0rkbK4aB/L/unj6VuwXO5aSdnZnsO1SKmuprs25feqk3p606KbcvvSSDIBqm7mSVjLuVIWsiRtxIz6itq6OEYZ57GsSUbZc+9KHxBWV6TXkVj90AVEx54B/GpWPP8AjUMhO7/Cus+Je7GSNjAqEtz14qVtp5JOahc4IoBEbt61XfHQHpUz96hAPJNBaOf8Q8eQOf4j/KoPD8uzUFjOPn45p3iGTN3EmeFTp9TVCylMF5FJ02uPyr0IwvRselRScUmewaXp9oyq0ieYf9s/0FdPbqkKBYkWNfRBiuY0e4Dwx8+9dFHJhfwryrnr06UIr3UWi5OcmqU4+VuOlWA+FqCbkHHrUs6IJIyrkc5/CsbUONOuF9YW/wDQTW3cKT83b0rFvQGgmQ90YH8qKfxIqXws8jIytMYVITjj0qN69/oeJ1IjRnilPWkPakMTqRTwMLTQMmpGGMAdKBHrnwGi3alrc392KJAfqW/wrsPiLa+Xd6XqCqTy0Dn/AMeH8mrl/gCmYtekPdoR/wChmvRfG1ib3wvdbV3SQYnQDr8pyf8Ax3NcVZXub0nZpnL2D5QfzrTVugFc9pdwGiUZGCK2Y5sha889Esy8YPes+fBJ9KvO2e9UpuePapZcTKnHI9ADW/4EP/Eyuh6xA/rWFdDArT8Cuf7ekXccGBv/AEJaqj8SIr/w2WfH0zPe6fZgHaFaVv0Uf1qlZooUBec+nX/Cn+NnI8TwDG7/AEZf/Qmptq5RQcdTyRSqu82FJWpov42L1HviqEzENndgZq6X3A9vXNZt6WKN7Vm2bU0JCgM7tngGs/Wp/wDRZWH8Kk5/Cr1qS8OO56msbxG3l6ZcY7Iw/SofY6KafMO1YKJ7FV/5Z6fbp/46T/WqDfeqe4lW4nEikFfKiUf8BjUVG3UV59eV6jPfwceShFeQmacOQO1NAFPAxWR0gM5p475pnrTsnHSkSxc4PXilAyaaOmKcMAUCYp4NJk+tFAFAhRTu3YU0DBpaBB60fjSHnpmgdeaAAgUZwKUmmkUDsGTTCacenWmEZplIYaTOBStTSeOtBYwnmk6ml9D1pBw1A0TWxw0mfQfzqyD1Jz+dVrcfPJn0FT9DXs4P+Gj8y4k/36XyAOBOj+uVP9K1YmZQprHlG1Q47MD/AE/rWrHIGtwQeetKqrSPSyqp7TDJPpoakFzjHSrYbKn0Nc8LzZsPTNa9rI7qOMipR2ThbUS7VdnI46cdqxLmMo+7OVrdnVnU7cEelZFwjBjnv04pp2ZLV42MtwN7A9OtMO0Dgc1NOAG47iqxJFdi1R8RXjyVHHzGOSCcVGwGMseakYrwM/NTCASdwyaCEQYznjr0ppUbee1S7sHtQ4xF7mmgW5xOsuX1WTHO0Bf0qhg5qe+kMt9O/UFz/OoM8+letBWikevBWij0jwvf+fYxNnkDaa7G3us4B6V5h4QuCHlhJ4HzV38RYLn1rx68OWo0etRlzQTN1JQcjtQ5ypx6VRgmyMHH51bDb8GsToRUnyAT7Vh3S5L47jH6V0EwBVvTmsK6jKnIPHalHSQ38J5C6YZgT3I4+tQvmrl+nlahcRhCoWVhz6ZqmxzmvfjrE8TZsjI5pDSk55pDSAcgp0nC/hSp0psnTHuKfQD2v4BLiw1xv+msK/krf417A6K6MjKCrDBB7ivH/gJKPsWtw/xebE/6MP6V7JXHPc1jseLSW76Tq91YZOIJWVfdeq/+OkVqW9xnANSeM4RB4wZ8cTQI/wCWVqgp2Ec1wTVpNHpU3eKZto5K0kgyCcH8Kowz4YAmroOVBHWsmaozbwFR7Vb8Fvs8TIo6NE6/1/pUN1yccYI70zQJfsniSzc8KZNn/fXH9aqk7SJqq8GXPGxA8TxZ5xbLwf8Aeaq9m2VBLbfTFJ42n2+LgAOkCD69T/WpLR1ZRjk479KVX42FP+Gi2GbuAF/nUFyAVK9R61PhGzgM59DUEy9gfr/9asmax3M23kMTlKyfFUv/ABLX91NakoIk3enSud8SSl7UR5+82P1rO+p2U1rcnswy2kIbG4IufyqRuuKdGNqAUjdQcV5stXc+hgrKwAc07vjNIOtOB4oGA+tGfWgHrjNDcdqQuoowMnrSnkdKaOfalz7UCF+vpTsn1pufxoz70CF607t1pnSng8elAMTH0oGcdKDTgR1oEMxTsjFBOTSZ5oGNIpCMDNOI5pGHHSgZCaYeaeaYehoNUNNIvOaD0oUjHpTGT2w5kP0/rU46mobYgq3uf8amAwc54r2sIrUkflvEEr46fyGyDMDqMdz/AFrRtFUw9c8VRdgY3442n+RpIpmtocKeWFOtujtyJt0pLzHg77oJj5VroLfaEx3xWLYw787upwc1sBXGMDpxg1ij2avYmaVS2CcN71n3gUNjpmrDFXyGUg9cjiqNy+wnc3y9qZkkZlwFDDHTFVyM7iMDHrVmXqPp2+tV3Ofp2rsjsfFYvWvP1IeAwPGaCV3c804j5ugpCuPSmYkTAbsdqSTLLsVufWpD9KrXLFEOBjoB+JAprccF7xwDhlkYN1DHP50gwAKuatF5Op3A/hLEiqZPHNevF3SZ60XdG34Zl2anjONy/wBa9OgOYRn0ryfRH26tD2B4r1S0QtCuT2rzMavfuelhH7tiVJlUE96u28+77v5VjTEIVT+81adogCjnp0riOwtTHK9G+orIuj1FaxPuM1RvUBG49x39aRaPLfFtv5GtPKPuzKGH8jXPtwprsPG6KDaOMHO4A/lXHsOCK9uhLmpo8avG1RoiB604DmgDmnL94ZrWxmSKAFqJ+WH4mpmOFqAnLH2GKGCPX/gRNjVNVg7PArj/AIC2P617lXz/APBCXZ4tuUzjfZP+jqa+gK5KnxGkdjzv4hxBNV0ycdWjdPyKn+tc9Ju8tW6ciuq+I42w6bNjO2V1/Nf/AK1cjcXCCzDD7x+6K4avxHoUH7gWsjvcMB93OM1uxfcAPpWFpiFBznPXNbSvlR61izoEnQFScnOO9Zm8211FJ3V1Yfga0DOCSGBBx19azyjTXCxLyzOFx9SKlbjew7xeJD40vSDxhB/46tXNOZig+XHbcao+LwH8aXq9MbM/98rVuyVtq9gPU06vxMVP+GjVxk5JJPpTJMBSNvbmnRjPc47k8CklT588kAY5rMcTKuAAa5LxCylolxzuU/qK7G6X5WP41xmtSpHfWxf7glXP5is+p30Xoao4BprZ3dulOUfKPemnk15j3PoIDsYFAGQcdaD0pQOPamMBwaU8mg/SgHH/ANekIXHFBPFLjOKQ4GDQIBS5pOoFFAgzx0pwPpTcc9acOlAB1NGPailHNMAAI7CkFKRxTc0gQuTTGGB607PPWkPAoGiButNPenv3qM+9M0Gk0hOBSHHSmE0wLds3yN9R/Wp881VteFfnuP61bAwa9rC/wkfl3EKtjp/IJT+5fthD/KqwYySovrxVm4P7h8YB+7+ZqOxj8yRWPTmlX3R6OQpqhKT7m1YoBEOPatIDcuOh7HqDVW0QeX2zzVngFgcbfftWaPSqO7IbkARZUncOoBFZV1LkEY546Vo3cqoPmYDHc1h3B3MCmWHXr1FNE3sgkADA9toqNlHc0OQGAOeOKjJJ4zXYj4ivLmqya7jCMHHakIBzzS96Rsg9KDMiJ5OOtUrnkIAer5/If/Xq4/eq0i5ZBnpmg0iranNeJYtt4kv97I/z+dYmc9a6bxGha0V+pVlOfqMVzA4xXp4eV4I9Gk7xRb00kalbkf3xXqlhcGOM+YcjFeW6Zzqdv/vCvQjJ8oA+lceN+JHpYTZl1P8ASbrfj6VrQ7lQeorOsY+nbFa6RsRgYLdeOtcB3xI5G3r97a3Y1VuGdYvmwfWrTLhM7Mbe1U5nUow55z0pFo4LxxIPMtIwPm2s36iuQxnmuk8YMG1aOMdI4v5k1zhHFe3h1amjx67vUZH3NPQU3jNSAcCtjFg/SoR3Pqalc8GowOKTGj0X4Mvjx6i/3rOX+hr6Mr5v+Dhx8RYB/wBOso/Ra+kK5avxGkdjg/iO+LfTk7GV2/If/Xrz9GM84HYGu3+J0uG0yPIz+8b/ANBFcdpUW5tzd2rhrfEd9D4UblpEVQAr2HSrBjH8LFT6UW42KQcj3qctt64z6n0rnOkpuSUIY5wPwqPSkEmv2UeMAzqfyP8A9alumAZm3EEdKPD7+Z4lsAP+evb6GnT1kTUdosh8awmLxjO5cAyIjj6bcc/98mpbFt0YxgsfSpviLAY/ENtMM/vIB19Qao6Y5VOc5PTilWVpsqi700b0ILfxNtFLLwpCjC4pIuExu3Y4/wDr0Oc8dRjJPtWY1uZ10T5Z556VwPiiTa8R77wf5V3V8flA6Fa898THzLi3TGWLfyrNbndS1SOpTlARTSPmHHamQvuhQ9io/lT8kmvNe59CtgyOKenTvTSOacox+FIb2FI55owKMg0oNBIp4UGmnk5penakx9KBB0o69KOOKKBi0o603t/hThz7UCE55yacvIPam5oA45FAAWz0oA4oI59qOn/1qAA/WmsTinZ9KaxOKBoiY5NMYe1PPWmHFBoiIjk9c0zr9KmxmmFfmNUCRLaHAcfT+tWwef8ACqsAx5n0H9asDHbmvZwv8JH5hxGv9ul8iK9kxAB3Jz+Qq3p0WIYierDNZ18cOid8E/mf/rVu2ce2GIjqoHH4VNV3kezlkPZ4SPmaMBA3D/OKVuDheCtKg5yB2/SondlXcB8w4I9aRtuytdTAA7iASOhrHKf6R8m0KW5T3rQvZV2H5dyY6YrMCkSF8nCj5fx4pwV5GeIn7OlKXkEgzzk9c1CD6GpTzwelMKKPSus+Hbu7iEc8Ypp3Z4FKeRyc0j8KB7UDIXPHNVgSz/SrMgyM9arqvzGg0voUdXj36fcJ1Plhh9QTXGjHWu6nTcSvYqQfzrhnTY7L3U4/I13YV+60dmGejRd0ld2qW+OzZ/Su8Qb2H1rivDybtSUn+FS1d1p435brhq58a/fR7OEXum1aRkgjPzYHWtFR8qhhye9V7UANz/FU7sVPQ7R0rhO5CTkgHcce5rEupMBggHrWrNIHTCsR9Kw7tiGB8wkdORSW5XQ4DxNJv1yT2RV/TP8AWsYnArS1tvM1m6YEt8+Py4/pWewOOle9TVoJHh1HeTZGOWNSdhTAOad0FaEEb88UgFIeTSZJqepR3Xwjl2fEmyGfvpMn/jhP9K+mK+WvhnJs+I+jEHrMy/mjV9Sdq5au5pE8k+Il19o8UxWo6QQqp+rZY/0qlp0W1F471V1ib7d42v5ScgTuoPsvyj+ValmhMYxx9fWvOqO7PTpRtFGkD8g/rTWkBjI6fWgt+79D1FQSuUXPVe9ZM2M++cpuOMj1BrR8DW32jxGJPvLCjSD+X9ax7p88NjH1xXXfDmzwl5eMmASIkYd8cn+laUVeRjXdoB8TLQNp9jd8/upihI9GH+IrldLlbaB+Qrv/AB/AJvCF0+CTCySAD/eH+NeaaNMQwGCWz1NGJXvXHhHeFjrYh+7AqR8FgD2xkVWRmKqw6dqkdiqnJ9a5r6G1tTJvz9/0zXA6qTLrEGz+EMa7q/OIn6881w8ieZq2QOi/zNZt2TZ6OGjdpG7YNusoc9dg/lVojBIqpYjFsg9sVcA4rz5bnurZDe9KDTScU7NSOwuR2pRTfxpVPvQIdkYpARSnmkBxQIXtQaQ9aMDFAC9qUdODSYo/GgBRQDk0g5pxFAhpNA+lBFHpQMOtNPQ0ueaQ0DIiOaaR71IRkimHvQWhOlNxhSaUnigcqc0yhIJMz7D0YHH4CrY46GqEQ/0qMnpyp/Ef/Wq7wq46dq9fBy9yx+ccUUnHFKfdFS5ffe4z0CjP6/1rprEAwRE/3Ca5hV330npu/lgV09i2LUDuhyKUn7zPWoR5cNBeRa3EKy56dKiZsK2/kYp8zKhyv3T1FUZ5Sq/Kw29DQCRSuH2EgHK561VJ+TvyfT0pbg5Y46n070jccEnIFa0lrc8vN63JS5F1EPJ5pCemDmjPTmkb3roPlhp9cZpHOR1xS8DOKjZsg8c0DRFIODlaiUfPjNSueD2qNAxc+vvQV0I34kA67gf6VxN+nl6hcIOzn9ea7W4LCZckd647WM/2rcHGMsG/SurC/Ezswu5f8OJ+/mfrgAV3WlKBbZI5LmuJ8NKdszepxXfaQo+zdOhrnxbvUZ72FVoo1o1ICnr3/CldgR2yOopY/l+X05pjld54zntmuQ7EVbr5R32t0IrHnk2Md74Xrn2FaFwSv7sPxnIz1rntcnNvpNw4+Viu0c9zxV0480khVJcsGzh72WO5v55oUdY5JGZAfmOCarnnoaD169Kb717y2PDeruHelfpR1prkjvTAi96cBikFBb5TUlG94DlMXjvQXBxm9jU/icf1r6ukcRxM7HhVJP4V8l+Dhu8a6GAeft8P/oQr6k8QTi18PajOTjZbSH8dpxXNWLgeKaWxudSllblpCX/EnP8AWuriQfLxjmuV0AEXSemOfyrrQCIxj+E15U3qetBaD22/L34qlOSm7B+U9Qe1TyNsfPrVO5lXs1Zs0RnXDqCQeT3r1jwzZfYdAs4ioV2Te+P7zcmvMNOtTqOtWtmfmEkg3cfwjr+lezAAAADAFdWHj1OLFS2RmeIrf7V4d1GIHaWt3wffaa8W06VVZcYJ4Ne9SIJI2RhkMMGvBBB9i1G5tmzmGVlx9GxSxK2ZpgnujrbSXeq+44/xqW4P7tz37VU018qMKOePpV2cqVI9K4mda3Me/YNC/PauMhG/VpQvUKv59a6rUjiJvqTXL2GW1G5b/a/lWM/hZ6mDXvI17cfu8dwT/Op1PHPNRQjCk+5qVuhrhZ7KDH5UoHuaaM4xTs5pDHCkI5pRTwMDpQSxuCKOaOlB4oABSn8KQ9Dij64piAHmg0maAeaB2HIetO60zOKUcUCaAng0gPvSHilz0pAHSjP5UlJyKBgeKYcZpzZA4qM8CgpITAzikJ4NBPFRscKeaZVxhPySYzlcEVcI+Y45PHWqiD7/ALrU+7bHubsm78ua9LBvdHxnEsOfkfW9hllkyM56l2/LNdHZDFsrgYyPzrndOBEcf6+9dLBhLaIf3flP9arqdFrQjEkdcwkZ6DjNZV1KoO3oWyCPetKc7AwzjisO8f5gr9Nw/LNUQiIHdsbn5KTr2zTAu1QA3Ulv8KchIYcjGK6oKyPkc0r+1rNdEPAz2NITwTzS5IHXigDI5qzziPadgbb8vrTWUDnNPNNYAgn9KBohfvzUceS2OOfen52t9aYDlzQMjuFy/PYiuV8QxFNQEnZl/UV1MzYY1geIk/0aB/4lb+ea3w8rTR1Yd2kibw0uLVvUua7zSBmFl6MMGuI8NKfsYzzlif1rubA7f5Vz4l/vGfS4de4jRY/Mp+vNV5CqsR+YqdpFKleMVRnfHXp0rmOlFS7kVz9765rj/Ftzi3gtu7NvP4V002W3DoQeM964DxDObjVnQfdh+Rf612YOHNO/Y58XPlhbuZXUml9KXHNLtr1zyRuMCmNy1SNwO1Rfx0mCA8CmH7vuac3IphPzDHapZRveCx/xXGhZ7X8J/wDHhX0f49m8nwZqBBwXVYx/wJgK+Z/DkjxeJdNlRtrLdQkH0/eLX0R8TpxH4ZigzzPdRrj2GW/9lrmrmtJXkjz/AEhNpXHXHH510YkwPZqwdKQmdPTk1ukfKOPXj39K8iTPXSIZXYcenP8AwGsy5PJxlc9Gq/dOO3WsaeRlbJ6fzpLUex13w907zdRuL91O2AeWmem49f0/nXpNYfhXT/7O0C2ib/WOvmOf9puf5Yrcr0acbRseXVlzSbCvE/FcH2LxjfqCcSSCXn/aUGvbK8n+JsPkeILW4UEebBgk9Mhv/r1FdXia4WVqgzTJcwg4JxV2eTbGQAOSMkeuayNJlLwr7jj3q9I5MPTKbuvrivNZ6dtTK1M/uSP9muV018XEpP8AEzEH8a6bUmxGwNcvaLhkI9/51jU+E9TCKzudBERs59accn8arQnGanB5rhZ66F70opCaUHmkMcGp4OKjB/CnZyaYmhxIxSE8UmeeaO+KBCdKMd8UppKBi9famjg9KWjPNAC5pRTSeaXNIQpxSYzRijOAKAA8GkNLTfzoAQimE5zUhphoKI24GMVA5wOelSOcZqu7kn1qoikOgbMwGetTXJb7Ix7soUfjgfyqtbEm6A74qaUlhbJ9WP4cV34Z2TPms4ourUguly9p8eGjXt0rdjXaSp56g/Ws2wi3bezEHmrzuVJz99ePrWhM3rYhupcrg+4P41jXTmQhARv7VbvZuQR/Fz+IqmFDyecO3A+taQjdnJiqypUZSY5ipY459KaHAoIFIVzXWfESk5O7Hgg5pwJA601QQMUoJ7/pQIQ+uP1pNhPANKWxSg8j1oHoQyDAHamEYBbjNSTKW4z3qC4cRxY3c0DRTmbO41l+If8AjxT2cVoN93msvxC4+woD/eFaUvjR00vjRoeGVxYofUV2NhkSEdthP61ynh5ClnF7AE/lXWWJwPoOPpXNWd6jPqaCtBF5jgYPTtWddtyQDV5nAQg/w9Kyblt5Pt0rE6UZd5cm2hmmccIpOPWvPZJXmleWQ7mdtzMa63xTdGLTUhGQ8r4I/wBkc1xor18FC0L9zycZPmnbsOzSjNNHIpeldpxjXJ9aZT3NRk+9IYGoxTnJ6U0cCpZRZspjbXKTjgxOjj8GB/pXvnxNvFmudItIzn5ZLg/Q4C/+zV8+JzHIv97C16pNqv8Abt1aXSyF1hsYIAT/AHlTL/8AjxauTFO0Tow0bzNTTFwM9OOK1C37s543ZK1TsowIVPcZqaV8Rj0HFeSz1kVZ5FdjngNTtA0z+1Net7WRd0IPmSEHqoqnK2VbPzYrufh7phhsJtSlU77htsZP9wd/xP8AKtaMLyMa8+WB24A9KWiiu88wSuD+J1ksuj2t3wDBNtz/ALLD/ECu8rB8YQpN4V1EOoIWIuPqOR/KomrxZdKVppnlOlzF12qcE9yOldHND+6VF+6q9653QwZ5jv8AuJzz611DkSx7uTkV5ckexfU5rVQAhA61zkKhHjA6HB/xrpNYH+s9cf0rBdcJD/sgdK56mx62EZdT71TA1Agzj6VMDxXEz10PAFKDTAcd6cDSAdS/Sk/ClApgB680p6UgNGaBC96Q9aUUY9qADGaTH40vel/CgBO9Ic0tJ1pALRSfn+dGaYC5A9aTNITSZoCw4nFRSHHrTi/tTHcEYNC3GQMC341GQqj3qRyR0FVZSQpOatLUG7ElqN9yzA8gcVNZgzy5YcRrsx+JqrZnZLu3Y962NHtnnj8z7u7Lbvx/+vXVSPJxbW7Niyh8raRjYcgUagdkiMeNy1aIVEVMdRgEfSqGqzB4wQO5xXSjyb3dzIuTlgP9rNNBCjaOgpMbnLHkqP17UhjIzg/pXRSVlc+ezjEXkqS6bjs57flSk8VHjnnNLgHHNangjw1BbJ5/DFM6Hil380ABPPpQBjj0pODyf0pS+Dnj86AB2UAtWbK/mS+1T3EhPyjioQuBnIoNI6akEoAZcVi+IG3LDGOrNWxJ99axdTPnanbRZyBk4/z9K1pfFc6cOrzR0+jxlIU7YxXSWyfKvbt/9esXTk2RKPpW4islvu9f5Zrik7yufVwVkkLcOdgbvWNMxIf1BrQnl3KvuOawr+9Wztbi4b+EHA9T2ohFydi5yUVdnHeIbs3OqOuQUiGwfXvWXk+lK7s7szklmO4n3pvFe9CPLFJHhSlzNtjgQe1BPFJSGqJBjkCoycU4nFMJyaTGNJ5pCTSk0xjUlD4QXlVByWYV6bolt5UESHGOB+lee6DB5+qxr1Aya9d0q2BUZB2gZrzsZLVI7sJHRyNIRbLcFeqgE1SllyhXPvWoygQkHsuKwJZCCwz8wzXBY7kLY2k+p6jBaQj95M23PZR3P5V7RaWyWlpDbRDCRIEX6AVxPw/0r/XapIuM/u4s/qf5Cu+ruoQtG55+Iqc0rdh1FFFbHOJ2qjqsZl0i9iC5LQOoH/ATV7tTXGVI9aTGtzwfQpc4Rs9ea66IM9uD3xu5/lXI6VG6TybhtZZWXafXp/Suvsm3qEfjcK8yfxHrrZM57WU2ynP8WRXNvJkKB04xXW67AyR+YMkK3NcvqcMNrfm3ilLrsjdG7ncoP9a55wbV0ephasY2UnuTxH5BxVgcCqds5C7Wwwq2jKRwcfWuGSPciOHFOBoxmlC1I2KDmnDrTAKeB1zQId+lHTsKAOaXFAhtGPal2mgigBMHrS4OOlAHGDTgo/yaBDMEUY+lOC5NG32oC4zHXFIelP2kdBSbM0DIySaaQc1LtOaXFIZBg+lMYc+lWSM+1MdUpjKrnaDnmqkoMg749hV93hQf3qzLu78zKBsKP4RWkU2KVktQjAlkjgQ5eRgv0Heu6sYVS3VFGF6fhXN+HNN3yC6kHJ+6D/drrUT7OqqOntXfTjZHz+Mqc0rIZcYjh4PT1rn7h920E4XJP0NbF3JuXA5bG6sFzveRc53NgH+taJXZwuSjFtjTwAB3+ZvrQGGKcyLn7yik2jruBNdaVj4jEVXVqub6jeCaUDj0oMXofyNBRyPvdPWmYjGz6daaQR7VLsKjG3FNKdeMUAR4xTHOBUhGCecVE4ycUDITgkkcVHIdq4ANSOMZqCQ80FrUrlsNk9hWdBEZfEQ3j7sYI/Gr8pG0jgFjVPRg8+tXEh6L+7H4VpHSMn5Ho4GF6iO0tIvlQevT6itgDKmNugXBqrZ2+1Fd+D6f1qd5QGPy4P3f5Vwn0qWhkXDYyB/Dnj8a4zxVd4EVop+9+8f39K6+5P8ApDtnHXIrzTUbs3t9NO3AY/L/ALo6V3YOneV+xyYypaPL3KvWkNA9s07HSvUPMAUjcUp470xj70XAQ9qacYNKeO1NyTSGIRUTHNPbpUQDO4VVJJO0AdyahuyKS1Ou8B6Y13fSTsMRxjBOO9esRRrEuxFwuOorn/CelDTdNjh2bW27nP8Atf1NdQfkQY6gYrxq0+aTZ69GHLBIoyy7Bgtngg/nWIEeeVY4xueR9ij68VoX7gOD2bNaHg7T2vfEcUjDMVqDKx9/4R+fP4VFON3YqpLli2ek6dZR6fp8FnEPkiQL9ff86umjilr0ErI8p6hRRRTAKQ9KWigDxKMH+1L1/wCEXcoP/fRrajcqy46qwH4VU8TWkek+Ib2OM4SdxOgHbd1/8ezU9gVkcbsdOleVU0mz2IO8Ey/f24uIHQ8pIvp0NeUa4j/aTG/yyRIqhR7ZH+Few5wnPTvXIeKtHSXddQx7nxnI7+1bYeajPXZkVouVNpbrU4Sw1C8gYBmEqej8MP8AgXf8q6C3u4513FGQgZPGRz7j6VgpEj5Cnae46YrS06O4TfsZsjGcDHauyrl1GrqtGc+HznEUNL3Xma6MjAFGB+hzUoz61VWy81dxVCfUjpTXtQGO15EOR912FcEsnl9mR6sOJIP44lznHBp4DgdjVI2jBeLifg/3zTXgmVQEuZ85/vg/0rP+x6vdGv8ArFQf2WaA3Z7flTgG9RWC01/C3NxIVx3xz+lQvf3DkqbuSI9sAf1FH9j1u6D/AFgw/ZnSncP4h+ApMP6iuSluNUjI/wCJlKVOeQE/+JqnNqWsRqzLqMgAAPKof6Uf2PX7of8ArBh+zO4JcdacC3t+VcLaa3qbsBLelskY/dIOpArWOsyi6kiFyHUNtUhPfmpeU1/Ir+3sM+jOjO4c4/SjD/5FcPd+KNShmWJHjzyDmPvn61OPEN/93zgWH/TMc9/60v7Lr7aFf25hrX1Owy3tTCzA9q5u31fULjOZDz02otXEl1CRSROVA/3apZRX8iP9YMMujNcsaaXPXpWLdrqQC+Vqbrk4x5an+lN8i8ZMy30uT6sFoWUVerQPiHDrZM2WcgHLYqtJNEFO+dV/4EBWaLEOCZJN49SxNSGxjjbaNpGPat45Q/tSOeXEkfsQG3N/Zpx5oZsdBlqi0tJNZvlht4cRA5kduuO/FTQaQ93dYDAL3OO3+RXYaVpsGnW3k26FU7nuTRPC0qOl7sUMzr4jW1katvCkVsvlgJxgj0qCWWRW5O4dcgYq2jIBhhwetUbzbtLp2zyayM73ZSuZlIlcHBC1moN68jkrk0Syg28q7sEg1UmmD2tyoDb0AO4Nj+Fv8K2oU3ORyY+VqLit2WDCp7dKb5Sf/rqK8jjM9vsLIjK24hmx0FZE8zpCzb5crHuwsh6iu76tLufK/VZdzcMCZ60eQQD+8IrDaVgybp5hhBkCQ9xUEjyzyCOG7uYuR8wlP9af1aQfVZdzoTE5z+9Y/jTtj/8APVh7Vyypq8E2JNVlZAcEfL/hXQpE3lDfcyD6sM0vq8xfVZdyUiTnJzUTI4Od+PwqFywbbHNIenP+RTjBOw/18uO/C/4Uvq8xrDS7jJFf+8aqumPvE0s8MvkMTK5OcZJ6cj0qvPbIU4i3NjqcmqWGk+pccO1uyCeaNHCbxvHYcmtTwlZNt+0S4Z3O8j3Pase0t2iulwhXB6KOvpXfaVZLFFtx8x+Y+h9azrJU48t9z1sBRtK5pKuc57cis+/fb/P8a0GbYSjcqR1rHvW3Ix9Dj9a4T2UrGFr1z9m0u5fOHK7VPueK8/5AHFdh4mDTpa2a9WcscGsY6REsvlszA8dG9hXr4SPLBeZ5GLneo/IxySf4aTPtW0+kW8MYLzyF2yFRcFiae3h13WIQ3A3scuGHCj04710s5eZGCzZNNJ5PWuzPgdNo/wBPcvjtEMfzoXwMhzuvn7dIv/r0rhzI4sjPamnI7V3qeBbYAGS5uCPbatXovBuixKrPDLIR/flPP5Urj50eYSEj/wCvXXeA/Dz6jdnUpFzHA22Mdi3c/wDAf61rv4es2v3is7WBRtUcx78Hnnk8Cu20eyjsYFiiwBtweMbjXHiato2W52YWnzPmexchWO2QL8uRUc0h2blPWpZ0wpyi+vvWZNLiVVBrzGeqkVr0h5FUDpkkV3vgGx8nSJbxh811JkZ/urwP13V53NI73TgAlmwigepr2bSrVbDSrW0UY8mJV/HFdFCOtzjxcrJIvUUUV1nCFFFFABRXP/8ACd+D/wDoa9D/APBjD/8AFVhXfxN0UawbOw1PQpoYY1lmubjV0hQ7i3yx4Db2G3JHHVeeaAMLx/FKPFqnBCPBHtPr8xFM04BHAXpis74l+K9CupRcWGuadcSR2cm3yLtHO/qo4PWqN5rvhzRbLUW0y6tWuYYSltNLrQuPObg7gnnMBlvVV68VxVKTlJs9GlXUYJM7fcSvIxQFBJV+T2Fczba74asku7ePW4GkT5EvLvVopluGBwX2CY7FPYBV6iqsniDRE0eSJ/Fttc3dxqUcc0q3CweXEzQg+UBIxVFQsd2eu81PsXexXt42uZfijQGsrtrq3BELnkD+E1V0qeRS5b5h0J/Ct+/1bwvc6bLZWuqW9l9ouIkkkuNaW5cQ7wHdN0sig7CxA4OQOK59NR8JNDciC4t7WO3vvKEf9qSE3MQGWYtv3ddoypAO446V6FGbS5WebiIKT5kdNaDdHtPaopUUdV2nIrPstX8IzadLI9xa2xe42RxjXJ9xjTG4nMp27jwMY4B55qS18QeFFsrieO5soXefy4Vk1aWUiNSMuVkkYDLcDjoM966FUv0OVwRYY7U+YZBPWonXIAIz7dKrnXdCZR/xObAexuU/xqlfa7pG35NUsGOScrcof61pdEWZPIvDknjPXFUZYdrkhvwqs2v6ekO2PU7Xk/8APdf8aqt4gsud19aH6SL/AI1akhWZbeR4oxuwRz1rOu5N4JX5R6UkutWDjaLyBeP+eyH+tVJtSsDsCXdufX94OfrzRzIaTC2B+1WiZGfNTkem7p+lMuL8maRvN3SN8wIXAIJ6gU+11OyivvOW6ttyqSjGZRhgp561Rurq1kvy0V1bqoTB/fAg8Duf/rms3JKRoo3Ra04hrlp5AXVeuOCcg/N/WrJkZ2E77geuPTP+R+VVLG404KVe9t1X+JmlXJHoBn/PtVyWX7TOZECmOQbgVORiqWruEtFYnj1GdI9saAdBWvZ31zLuUoASB0Ge1ZlvCpDDr0zV23LxSnHygDPNVcyNeRJRFloyQPWlzC65YbVHarUD+bBkke4qCVxEzK6AE9KlsEQylFU7MYBPNJBbvczBEPHeoEbfIepye1dHo9i0YMjpjceM+lc2Iq8kNNztwlD2k9dkXrOwSCIKPxPrWjuCDHy8elJtITk4xUY+Y8E4rxm2z3ForIUkgHis65chiF43Vec7aoXH3yeKQ0YuoE28Eknbb/OsoTobe8Zn5Ij+9/eKtx9au6/IUgiUZwzbmHsBXNwTslpegNtG+JQGXJI2sSB74/SvXwkLU79zxcdO9W3Y1by/HkrcI3+rI5PHb3rGtJbmRZJWUv0X5jxy3P8AOqU115qKiOSmOh6k1pQlhaRQxqrjmVyvXpkg/jiuuWi0OKO+okk7OmdwVSOccnA6Vf0xYpW2vEBx1espAHmJzwvT611Ol2Y8jechiPvUyWNltYnYsI1PpVx0UKqCLJpXgMTJsyQOTxVtFO7heOeTxSYIiSHySNqDOOacsWTgniplJJGB9aeCCc4I+tSxpXKlzBEthLhMsATx3x0FZNy8/l4hhjQY6u+T+gNbF8/+hXOGzhGb8e1Z1pHLezGLypEGOSw+7UuSirsuMHJ2QzQLB59R+1TSb0jG0BUwM/j6fSu1aPyk2xrn3NUrC3S2gWOIAIvXPetD5DH8x6DpXk1anPK57dClyRsZssxDHf8ApWbdSDyRju1Wr87FYjOD2NZN1OscG45O0845PtURV3ZG02lG7MC9uN+vO6t/qVCpxkbv4s/nVe4ZoIfMn4JXf0OOeRT4gu+WeYbUZjuG7OTnOCf8P1rOupX1DUyifdjOSfVuw/AV7cFypeR8/Ud5N9zc8PaZJcBr+4Qs78ICegroktIkb7uB645pNKKixjjyMqMYHFaL7FXhScen0qjF6kAgVgTnIzxSjCtwcZAqJXmdsYKD+9T4o9p+Y9qQWJidgzxgc1Xkl89hFHyemB2pJ5gF2hufu5FXtPtAke5hhj1rnr1uRabnXhaHtJXew6yssqCccdT3Y1pLhOKiVgo4AHNO5IOa8qUm9WezCKSsglmJHzfdrGuW/fbgeMVoXP3aoSgMMEe9SWbfgzRf7T1aTUJwDb2zDA/vyYz+nX8q9QGOlc94Ntlg8MWpCgGXMp/E10VehTjyxPJqz5pMWiiirMwooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK7/TH2WNphM5hT+QrgK73T7lI9Os8sOIVHH0Fb0N2ZVdjetpHbIEXUdW4FSMjj5zg5HQGs+C5lLD93lT93DZq9CWbCsHHPU10Xuc9rGnaXnlLz3Aqa/cSosgPO6qEMZ27SMrzjNWDE20LuB56VLGh2hxedfBNvAO4j6V28UBH708D0rC8MWAgj84j55icey1v6nqUGnWpkkZVCjqTXj4ifPOyPewsPZ0/UWWT92T7ZxTYAZIS/btXJWHiWLWruVBcLFEMDBbDso7L/AFNdXYSrIoVHBx2H0rGULbnSpJq6HuMqTWbdKQPqe1acwfOCMcVnzsDtIHrmosUjl9fH7mFjwQWFZQ8tdLdRGX3ZaQrJgfKh2/XGTnkfjWv4jJa2hOM/PyP51hxy5s5PKALrOSTnJ6J9R0I6169HWijw8R/GZkw2zqdshPXO3v8AX2H1/CtOVxZ2TOVxIybABkceg+tQySCKZzHsCF92D2PrmobmRZGRCfmaTk57AV0pPdnK2tkWLBN7RoUJwNzfWu7so1W1Q45K5rk9OhEa72+8ec10EVxJFHtChlNDJLMxRCCX56YpGucqFTJb6VBJJ5uD5GcmniWOKEAAqTzgUXCxMZBEoJGSagBeZ8ux24qMM0zjGQO+adKxA2AntUleQs8bT5hRm2OuOOa1bS0EMYUck8sap6YgPzGtgYC/LkV5mIquUrdD18LRUY36kgIC8cVDI52kZ/GnElmzUTnjByK5jsiZ1y5fKHoDXO642y3WNhwzj9K6GYfO+e9cl4junGoQ2vksY1i3l15wSf8A61dOEV6iOXGu1J2KCvIOclsHOWp2m2ksTF2TO47tw9TzVa3iuZ5/mZkj/ujj9f8AIrprOREVVC7TxkevHavXtc8Nuw+AyJzjPPUGtCBZnHyuyg+tPgt1K5HGOcVZCbBz29qTFcrp5sBYFy3HP51HJczlfkH8NSPKuNwI/Gm+Ygzxg8VDdkXFXdhbCyZ286ZidrYA966OJVCZ9KrWFr+4QN2G5vrU08iwqcsAM4GT37V5NWbnI9+hTjCCQB98nHQdqkIyoI61TsnWSV5CSV6KTV0naOaxaNSnMfl5FUHkBDnPY1oTH5TWdMmxW57cj60JBLY9U8Jrs8L6crdfJH9a2x0rL8PIU8P2CnqIE/lWoOlejHY8aW7FooopiCiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArvLFVSws8IvzQJnj2FFFb0N2ZVdjThcwtEExhuoPSteD5jtPIB4oorpOZl5VCnA6cUx+EDDrn/Giis5/Cy6fxI63TW8tY0UADb+NcP41uJbjULOzkc+RIGdlHcgcUUV49P+IfQ1f4TOU1a0itXj8rcN3XJ+teteBI1TQ7NuWeWISOzEklvrRRW2I2Ry4PqdBcqPMHHasGX77Dtk0UVyPc9CPwnPeIOkP+839K5pnOx1wMONzdeTlB/Lj6UUV6tD+Gjw8T/FZE3Msnbk9KLlArxkZBGcfpRRXSzkW5vWYDxLuA+7WlZqMj/doooEzTKgwdPWqiIrMCRk7aKKllIvSoqRMVUA1mht7nIH4CiiplsVHdGxbosSqqDAxV3+BqKK8eW59BDYbFyjE9ajn6miipK6mbOTk1zursUucjqFGM0UV2YH+IcOYfwyrt+dG5zmtQRrtVsc4oor1jwzWtOQck/e2/hVlhvTknp2oorKRaKhwsfAH3fSneWnnp8o+ZjmiisanwM3ofxEb9qdtvkYzzXn/iTV7tNcsrcMvlSS/MCOvb+VFFeZHc91/CddYyM0pBxj0+mMVpSIMjr1ooqZFopTfdYds1nz/floopIUj2LR/wDkDWP/AF7x/wAhV8UUV3rY8eW4tFFFMQUUUUAf/9k=", "path": "001092.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.
001093
Men Tshirts
{ "bytes": 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", "path": "001093.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.
001094
Men Tshirts
{ "bytes": 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", "path": "001094.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.
001095
Men Tshirts
{ "bytes": 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", "path": "001095.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.
001096
Men Tshirts
{ "bytes": 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", "path": "001096.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.
001097
Men Tshirts
{ "bytes": 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"path": "001097.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.
001098
Men Tshirts
{ "bytes": 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", "path": "001098.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.
001099
Men Tshirts
{ "bytes": 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", 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