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.
003000
Men Tshirts
{ "bytes": 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", "path": "003000.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003001
Men Tshirts
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"path": "003001.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003002
Men Tshirts
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"path": "003002.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003003
Men Tshirts
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", "path": "003003.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003004
Men Tshirts
{ "bytes": 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", "path": "003004.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003005
Men Tshirts
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", "path": "003005.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003006
Men Tshirts
{ "bytes": 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", "path": "003006.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003007
Men Tshirts
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", "path": "003007.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003008
Men Tshirts
{ "bytes": 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", "path": "003008.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003009
Men Tshirts
{ "bytes": 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", "path": "003009.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003010
Men Tshirts
{ "bytes": 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", "path": "003010.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003011
Men Tshirts
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", "path": "003011.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003012
Men Tshirts
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", "path": "003012.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003013
Men Tshirts
{ "bytes": 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", "path": "003013.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003014
Men Tshirts
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"path": "003014.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003015
Men Tshirts
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", "path": "003015.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003016
Men Tshirts
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", "path": "003016.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003017
Men Tshirts
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", "path": "003017.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003018
Men Tshirts
{ "bytes": 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UiHJvc5S88JWVrYBlXfzj5q56bwwCxa3kKZ/hcZFet3mg6jPaeUNOuCc5GFqlF4D1mcjZaiFe7TPtx+FDinuONSUdmeKajp1xaNiaIrnjIHBrLSB3nSMYyzADPFfS0Xwxtbm0jg1a6eVVk8zZCNuflxjJrhdf+FDW/jSytNHE1xYF4pJ9xBaBWfHJ7jCn8qhRcdi5VFNa7nBvZX+izSW1zbzQzRH54ZUG0/Q9629K1FLvz/3QRvsdxkYx/wAsm5r6D1Dw3perCU3tpHOvOA4zXBXnwh0/c9xpNzNY3JR02MfMiIYEEY6jr6mtDE4CxcLYwhXXiIAj8K09InXec85HSsbVPC3ibwsoS9ss2qjAuEO6Mj1z2/Gl09lZdx1Gwj44P2pRQB2FsWN/bsuD+9XoenIpbNebnaxGLiQEH/eNUNO08SyW80PiC0z5qZ8uQyZ5HHA4q0dEEl3dP/boB86ThVI2Zc8fdoEX4WJf72MH0p8y5ABYbT2AqtD4dt+N+qzPzyQ7f4VOdB08tgajc/Te3+FAEV8/+nWoK4VrID8nasy0tLfU76aO5Co6coFODjvWnfaJa3FzZL/aUqqlqQOGy3znnOKzbbQdKXUpV/tSR5CASNr5A+tAF95YYXEYkjVI/lRABwBXf/DG6juZNR2MpKhM47da8+/4RzTEcE3e7J4LRsR/OvQvhnZ2tpLqC2xzlU3fuyvr60mBY8Y/8hpP+uC/zauebIOO9dD4xONYX/rgv8zXPBTk9TxUDI/uyE/1pSNzbR0B6d6V++T7cU5B8xoAnhQ59RXbW0JtrS2tMYIwXH+0a5rQ7X7VqUSMCUX5347CuneUicSEdGyfzqxkd0Qbtl/u5FY9/MFYDPXvWtqSlJ2kU/K3zA/WsiGA3lyS33VGTQBnkZfdVqJOD9KdPDskIIFS2oDFlPULSELFDhSe3arMUbHaf0qxDEGiXAqRo2XaAMc0xkkAx8p5GKuFRglRkHqPX3+tUj+6571dU/ug2e1AHO6p4f8AMLTWYGTyU6flWKsLodjoUYdiK7hmCxhm4B71UuIIZuJEDe9KwGFbt8gBPToKteTwrNk59asHSYlbcrupzx3qT7ISyFpche23Gf1pgRLboFB61JawgzYOAAMkkdKtLGikklmz2HFRSOceUowM52KP5/8A16AI5pA58qMHYD+Z9aPLREyeoFR42Hk/gKZNkLyTQABsMSO9WIWwMDpmq0IyhOOlWEQACgB6nCcDnNQJCWuAT0zWnHANgOM81FcjyUbGNx6UAaDQrJCAQPu1x3ijSRqWlzq65liJaJ8c7gM//WrrNOuPPt1LH5s7TSXlrvimIHOMjj0oA+eA2VBp4OOam1m0Onazd22DtWQlB/snkfoarIwPaoEW4261f07/AJCdmP8ApvH/AOhCs2FgO9aWm/8AITtP+u8f/oQoA9B8f3clvqloqSlMwsThsfxVyP2+YqW+1y46Z3V0HxKuUttdsGZQ2bZwVI6jdXGG5tBbM0ce1scqCSM1aAsSapdQ3N5GbicAMu07+B8o5qhp2r6ihlaa6uirOSpdverN5A819vVQcxIQMZ5Kiori1keKGMkbCuAF5NMRfbUp22sLiUnGWIkOCKbc6hPDptv+/lD/AGwg4c5x5Z/wqpFCUtVUE7iuDgdcVF5Mtx9lhRN8z3xVQBkt+7bFJgF5qFy33ZZgc95CK0tI0vXdWINsJVj7yyMQv/167nRPA1hpNut1qscd3eMRhWGUQ/TvXTT/ALqODChUPAUcAUAczpHg62sGE15NJeXHPLMQgz6Dv+NdIo2oEUYUDAHoKeFBp20UxjFAGOPrSyW0d5YzWcq5R1MZB9CKUrT422uGzjsaAPC9Hkk8K+O5radMhh5Zz6K3X8jXrUU8bXSSrJhXXjNcZ8W9KWLUdE1eGMAvM9tMwHXcuVz/AN81X0LXSY4redjuQ4BNAHqikFQQwP40uRjqKoW7+bErA9R61ZTBHJFADiQO4pDJGByaNgHao3UYoAhkugPuLz71zWh3LXni7X7hnz5RhtUA6DYpLfq9dMwSKJ5nwEjUuxPQADJriPhgjXWn3N9LnfeTPcsT33MSP0xQB3YTEP1qPyhVsjceBwOlMK0AVmjDRlHAZGGCpGQfqK4zWvhd4W1cO0enpZTtn97akofqR0P5V3ZWozGKAPBb/wCHfiTwXKb7SJE1O0U5aJV2vjPde5+lYd94rmtr24AtlG6ZnKOCGGTnGK+lDCWRgOyk1wXizwbYa1YvP9lTdIgdZlGHQ+ufSgDymLxjqEgXbbxhT221oR+JdSZM7E6Z5FcNdxX+i6q9nPu3RsRz0I7EVt6ddPMQdw6Ywwyc/WkI6S/1jUGfR3j2+bLbNvGOg8w1ALieO5aYht56k+1L5jvqOlPLtRmspPuHj/WnFX7wInlsMsVHPvQAkOoXUsahmC5xgHgV6B8KLmZ9V1SCVs4iRh+Zrz+ONJLZNoAGehr0P4YRFdav5Wxl7defo1AGv4w/5DKjj/ULg+nJrnSSqnPp2roPGP8AyGl/64L+eTXPvznpwOagY05I4GOOlORfmyvY4/z+dJzjHUirFvGzsAAck4GKaA6jw/AYNOkuscyNtXI/hHJ/WrUjFxnpzzVhoxaWENomP3agH696i2M6HbjIHSmBaZRJpDlhkhcj8Kx9IBOoSIR8uDnFbtmN9hJE3oRWRpfyaoyAfeHWgZS1ABblkHY0yy5nI9RRftuvZiOm44pLIn7SPXHFAjZthiL0xTp5VVkHGcgiktxncnccYqpebgUOOhxk0xlm6Pp3pbeRzA+7+EUk4DFVB7E5qSHAtpDn7wxQA+4z/ZYPoRVIkmMbSSelaDKJdKkA/u5rPsf3koHHSgB0czXEwiA5IVRn3PJp92xguPKGfmI6dhmoYSLbU488DdjNWdZUi7V8cY6/SgAKN9hkkLHcrHgHtToY1OnF0UZPJqG3k8y0nXOcjIqzp/NjKnXaxoAyHcCTOeM+lOuPnA21FOmJiO2atRRnaxzwozQA6CLFszHrjgUQNkqPSp4NsibPrVaEhZJDjqcCgDbtlBi/GqGpZHHfOK0bEAw89+tUdUHzcUAR6KczSx9lG6tdG8y3JA65rL0JcvO/sBV2wkDRSIPvBjmgDyL4jaeItRhvVGFfMT49RyP0/lXFxtzXrfjSwF9p97Eg/eJ+9Qe68/yzXkKnDcdKliLSNzWppZJ1Kz/67x/+hCsla09KP/Ezs+v+vj/9CFIDvviTbCfVLMny8CBuWbH8VcUttHLbxeU0W9QQcSDk57mvQvH0gF7axjLO8Rwvr81cdpIwY4/L2rk8ke9WBDO8cc8rxTopQhCySDkqoBGT78U1yhtV82aIM4BALgc+36Uthh11KKVQyLqNweT0+Y9KzptREMTfcAQdX6Lzx1piNF2UKhaeLdj/AJ6DGa6f4faUtxfSX8gDC1kLRspyN7Lg8+wJ/OuH8+QgRoPnOFB6lmPTFe2+HtKGi6FBakDzNu6VgOrnrSYD787nRTyA2cVJeqCIxj7tR3K7rlT6EVLeHLUDIo+lPqOPgVIpOcGmAUnSnYooA5T4k2rXngHUCozLabbqMjqCjA/yzXP/APCIvqOlWmq6MQ0joDLAx5DY5x/hXoGqWgv9Ku7JsEXEDxYP+0MVyPw61BxptvBKcMYdjKe0kZ2N/wCg0CHWOq32mxLBqdlNAV43MhwfxrorG+S8XzI8FD3rZLAj+lRGMY4RfwFAyIE44pSVA+YilMT4wMCmi35yx49BQBzHj29a28G6iUO0yx+QnuznaP51b8F6f9g0GNNuMgKvH8KjArF+Icgurrw/okY5nuzcyD/YjHH/AI8RXcWsIt7WOEfwKBQA/wDOkIyKfSYoAjIxSqM9qfinAUAIECxOf9k/yrD0j99a20T42sksf5NxXQsMQSZ/un+Vc1or5023cDlLtx+ZoA8d+JfhqV2+2wxsZrbKuo6lM9fwrz/TVuEuQEibGfUf419HeM7FTdeYVBR0wwx1Br5w8T6H/YOtvCV/cSEyQN6r6fhSA625tbuW70iRYCUS1dHIdeCXY461otZyquFDEMvPzLxn8a5GFoymillDD7PL2/6aNXRWkYMX3Au4bQWXjHt70CL9tDcDO9AAP9tR/WvSPhmjR6ldq2Di3HRgf4vavMdqw2+0RR/NgA45J969E+FrIdbvQmP+PVcgD/boA2vGP/IZT0MK/wA2rnScsc984wK6Dxk23W0HcwLj8zWB2x+GKgYYycD/APXW94etfO1BXwCkKmQ/0/WsREyx5967PR4PsellyB5lxhsei9qaAuLiU7Sec1VaYx6lGqcDdj65q9bJuO4jjtWS8q/2rHJIfkEmTjtVDOnjjCZ7EiuctiItQkYnAVTz+ddMGBUMDkEda5O8/d3U4HTJFAGfK4aRm9Sadbn9+h/OomGRUtuAGzSEbgbbcIw6MAaLyESSr/dJzgVCjDbGSenFXAw2jvxTGUIJCZVjcdCQD9RVtsqrRdBtJ4qpKP8ASVZRwTyaS91azsUR7y6gt9wKgzSqm4j0yeaANW3bdp8wxyvFZenn/SsemRV/TnH2ecZyH5U54IwOlULH5HZyOFBJ/CkA3VD5d6GHUEGtLUx5lgkh68Vn6t81wgB5Kjir+7zdLlV+seKYGfatst2YngEZrR0vhJs/xEEfSss/u9OkOOSxFaln8l60XZYwD+lAGRdj/SHIHRqvWYD27+rdfpVa+GCxHdjVrTyBakk4A4oAjtm2TsPbAFQn5fmHGSaljYC9JPTkYqJx93AOAM0Abmn4MZNVtW4GataZ/wAe47ZANV9WHA7CgBNGTZZSOf7x/lUWlS/6dMvQFc1ctB5WmucY4JrJ06ULqDjPVcUAUr9gbyZjz8xrx3WLL+z9XubYD5Uclf8AdPI/Q16/dndK5A/irgvHFjtltr9Bwy+U/wBRyP0z+VSxHKpnj+taukrjUrP/AK+I/wD0IVkx84rY0r/kI2fH/LxH/wChCkB6j40RDewOQN6wnB/4FXKxssaQ5UZDf1rqvGkMsl9btECcREEAZ/irmEtrlsBomGDnlasDD06RftOpFsr/AMTKcZ9s1ky28V3cGAyEI2G9c4Oec9q27bTbovflraYb7+ZwCh5Ungiq39jXpYNHbyKxGFAQ0xG74I0X+0vE32p0BtbQBzkcF/4R+HWvWpTgYrI8K6Kuh6JFbEAzN88zY6sa07huKljKLHdOP94VPcj58VXh+aYfWrM3381QEIwo5HNKpxSHJpQMdTQA4c0tAGKQ0ADDjgc15zpgGl+LNYs+nkX4nQD/AJ5zKG/9CBr0fqK8+8UQ/Y/G8N10XUNPaL23wuGH/jpNAHfqcgGnZqCzk860if1UGpScUAPBpN3NM3cU3cqI0jHAXk+wHNAHDeX/AGv8W7hmGY9NtY4hn+82XP8ASu+rg/h3E+oXOra/LnN/cs6f7ucD9AK7vcn99fzoAWjFNLp/fX86UOn99PzoAeBzT1GSfamK8ef9Yn51KpU8qwP0OaAGznbayn/YP8q5jw1iTTGx2uya6S+O2wnP/TM/yrl/BrbtNk/67k/pQBd8TWpntjgfMBmvIPGOgf21pDRoo+1WxMkXHX1X8a9w1GMSLj2rz/VrU29wSM4NAHgIuZFg0vavzosi8nBHzn/GuzsboSRpjcpPRj0J9M1meNdCktdVt5rO2d4Ji7YRCcOTkjio9O0nWgUElg6pnI8xgv48mkI19T1GK3jjWR8EMW4Ndz8FNQiv9e1Ro5N2LVOM8j5zXmN7omvvKNtjLMOpKKJB9MCvSPgdp+oWWu6s17ZS24a2XBeIpk7+2RQwOz8aAnW194Fx+bVhKu7r+frW/wCMF3a6h44gX+bVjRKCR9KgZa060+03cUXYnn6dT+grr8eY4IGEHQeg7CqGh2SRWcl5MdhYbYz7dz/Sr4lRoQUPA6gdc0xlpjiA7OOKwGBZzk961TNmJlzjI61mbfm65qgN7TZj5SoTntWNqCEXErFSAzHFXbGTZgZ4pNbQYBHtQBzzdemKdGcNihl3c03aQM0hGgsnAIOcVo243AM3esaFsrjtWrBIAuM0xkU0mLt1Jwv86888f+A9S8TaxY6hYTW5HkeU0dwxULgk7gcHgjqOvHevQprfcQ5PWsbxJ4usPDNjZ3F3Dcyo0jQgQKCclSeckYHBoAs+GdNn0PQNO0mecSyxw43jIBzk4Gew6D6UviWefTtCuri3kMcvl5VlA9Rnr7ZpNN1iDxHp1nqNmskaOpAWTG4bSRzjI7VJ4xUS+Frx1wCIG3A9uOn1qZbAjN8LajcalYzT3splkQjDEAYFT+M9R1TSfCF9c6TFvuCqncE37ELDc+3vgf54rG8D75NOljGdpYZJFd3cOiOGLARJAwLscDpShsDPNPh34l1vxCt1DqrCaGIq6T+UF+YnBUkAA9Aa9Fku1sknv3BIjRmYdN2ATiqjTxTxwCGSNwGP3GBA6elJ4kO3wxelf+eDknp/CaoRi6L4oh8SKyQ2ssBT58yOrZ3HGOPpXTQIUg2dB1+teafDRCUuSAPlRPwG569LDqyk5wFGAKAG26qZ9zHk5p91hU+UDpioYNxfOOKkkXeGJpjNPSSTbnJ6GnX0XmyIvapNPh8m2A7nk1OyjeD2pAVbwi309gO+FrmbaTbeu31rb1abKBM4wd1c4mfOOKYEk+CTjuc1mavp41PRLm2Cgybd0f8AvDkVqzBQuWOBU1lCxbcVI7jIpMDxBAQRkY+tbGkHOoWfr9oj/wDQhSeJtPXTPEd7Ah+QyeYmOmGGf64qLSXxqlmP+niP/wBCFSI9W8b28E17bvIiM6xHG4dt1c4LW2Ox/KjD7hkbRit3x1O0Gp25ym0W7HnrndXCPqRkuEVIHUsVxtk3Zx/Kr6ARxRo9tfEoMG+uBvI6YfgV0ngbRE1DWFupIFWGzXd0+856fl1rk7Sd5Fu7YIxMl7Oq4JOW8w+le3eHtJTR9IgtVGHC7pT/AHnPU0hGr91aqT/dOatOcDFVZ+VNCGUrb/X1PMx34qC2P+kGpJeJsVQDxg07HPSmrT6AEbimZ5p71CT81AEorifilC0Xh601WMfvNOu0lJ/2G+Rv0au3i5qh4i09NV8P39g6gi4gePB9ccfrigDO8IXpvfDltIxyy/Ifwrbkrz34SX0txoMsEmS0TjOex6H9Qa9FlGDQBWdygrnfGmsPpXg3VLmPmUw+VF/vOdv9a37hsJXCeL0fV/EHhrw/vBhuLk3c6Z6onTPtmgDrvC+lrpPhOytAuGW2BfPrtr5Bv9QvP7Quf9Ln/wBa/wDy1b+8fevtcgCCQDgCMgD04r4qurRZIb+8MmGiudgT1DFjn9KqIFT+0Lz/AJ+p/wDv63+NH2+8/wCfqf8A7+t/jW74r8LDw1b6NKLvz/7SsluyNu3y8/w+9KnhZH+Hkvij7WQ0d8LT7Pt4OVzuzVaCMH+0Lz/n7n/7+t/jX0Z+z5NLP4R1RpZHkIvRguxOPkHrXiieEUb4bSeLPtbB0vhafZ9nB4zuzXtH7PA/4ozU/wDr+/8AZBUy2Gesal/yDLj/AK5t/KuX8Dc6dLntJn9K6jUf+QbP/wBcm/lXL+BR/wASmVvWT+lQB0843A8Vy+uWYeIkDkV1TDcKzNRhBibjOBTA8p1vS01bTZrJyUZxlGBwVYdDXjUStYXMsd2uZUco2R/EDX0BqMHlykgYGa8w+IOjIrx6tGoAYhJ8evZj/KgRz1vNDmSRhgkjG04r1/4IS79f1UB2I+yocFif4zXikMZMWFO4nvXsXwHBHiLV8kE/ZE/9DpMDvfGBxradv3Cn9WrEjb5egrY8aHGtIB18hf5tWChPH941AzuI7u21CytoYZAJI0AMeNpzjsO9RIGR+ntiuVikK7Tk7geCOMVt2+rgkC6G7HAkxyPr60xl+4dVUEHg/pUKSooyetWHVHQMCGVhkEdDUDW+MleR6VQD47xN20cVd1Zw0KDPO0fyrGeMoQw71rTr59rBIM4Ma/yoAxC2DyKaxyeDUssYzkZqu2aQiSJ9rf0rTt3Bxz1rJjUlhWlaAevSgZouDJbkKAPc15T8WgV8PWKh9228DHA6fI1ergjymwc8HHFeVfFeN18MwSPwftqcf8BegRvfDVC3g+0dOqmQcf77V0fiNTceGtQ2jB+zvkeowea5n4Yyj/hColXO7zJDx6b2rqNYTzPD+osRhVtZDk9/lNKWw0cv4BbFjK2fl2qTn1JYVp+PR/xRGtDdlWtHwD0/zxWP8PR51rMmQE2AkZ5wCf8AGtfx0VXwnrMRG5fsL49jjg1MNhs474NRq8GpgABfMQnAx/Ca9C8QuX0O/GRsFtJj/vk15/8ABY4s9YJ6b48D1ODiu91nFvoGphm/eG2lznoDsOBVknF/DAuILvGB+6QDj/bavRPIEfVsk8mvNfhoW23G3H/LMfqxr06R1VHVBuOOW9aYyONwpKgdRVm2iMkg9M5NQQQhUZ3+laVouAABQBoRjCL9KVsHrQB8uKjkIGM9KQjC1yQLKFHcYrKtlBYu3AFWtVl867OOgFVkXKbQep6Uxk1pbG9vgSPkQ5xVq+lc3BEfQDBxWnp1o1vaElfnesm6jdJmDZAHQdqQHn/jzSz+51NWLcCKRQOnUg/0rl9K51Sy/wCviL/0IV3fiPW9LFhdWbzLNI6FQkfzYbsSe2DXB6Yf+JtZdv8ASI//AEMUhHonxKEza1YCJXz5DHIQsPvVxtpLPPfKv2Vtyfefy2A610vxWkuI9d01oLiZALd9yJMUD/P3wa4e1nvUuAj3VzIxkUcTueCR71QHZfDPRJLvXtWvrmI+RbX03lblwGctnOD1xXsI4GKy9BsP7N0qG3JZmGWcsxJLE5PWtTvUgNkOKqTH5KsynAqnM2UPNUgK1rxcE1LMD5xPqaS1j/ehqnkX97TAjUVJ6Uu3FGKAI5TxVcNlqmnOFNVozuegC9COKbOCRT4RxTphkcUAedeELVdC8Y65pPRZZvtEQ/2H+YfruFd7KcrnNcR4lJ0vx/oOqdIbmJrR29WU7l/Qmu0kIxgUAVJVLAgc5rj/AA5CNV+I2s6qTuhsI1soT2DdWxXTarfx6bpd1fTNtS3jZyfcDj9azfhvp8lp4ThlnBE97I11JnrljmgDq2GIJef+Wbfyr4zdQdD1V9vzfbUAbI/26+zp/wDj3l/65t/KviKe7lRLq0UjypJ/MYEc5UkDn8acQO5+KH7zT/B8i8x/2OgDDpkHkZq3a6fdyfs+XLR28rqNYEuVUn5AuN30zWNoPxFOnaHHo+raJY61ZwNut1usgxewI7VYufjB4mOpw3GnPBptpBH5UVjBGDCF9Cp609RGhIjWv7PHlzgxPNrW6NXGC4C8kD0r0P8AZ3H/ABRupf8AX/8A+yCvC/E3jLWvF1zHNq915oiGIokUIkY9lFe7fs7j/iitRP8A0/n/ANAFJrQD1LV226Vcn0ib+Vc14FyfD7MO8p/pXQa4/wDxKbn/AK5t/KsbwJHt8MIcfekY0kM3lcVBecwtj0p5GHNQ3TExnHQUAcbqqAE5rm9SsFvrG4tJRmOdDHyPUdfzrrdYty1v5vbODWHlWs5VbGV5yTQI8LWxu7K7ntngmLQsVO1Cc4r2L4GxOniHVi8TLm0j5KkZ+euF8X66v26A6XrE/mKCk0cEjBPY8cZ7V3vwOvru71zVPtF3POotUK+ZIWwd/PWkwOz8ZYOuRjv5Cn6ctWCmQ3tjvW/4zIGsqc4zAvT6tXPM5bceg7DNQMduOVPv3qdW9uBVXcdpGPm608Ng7c5PWgDotEvkUmymOIpDmNj/AAN/ga0Z0kgkKOMEd65FZDnqSexAroNJ1SO5iFlfSYOf3UzHp/sk+lVcC6+2SMB/lI9B1rShjEumIV4wpH5VxnjPU5rK1WxsnInkH72ROqL7HsTWn8Opprjw5cx3Du7R3DAM7EnBUHGTQBYdMEqe1UpVwTWtcRgStx3rPuV20DKqMcmrlo5DYJ4NUc/OR6VbtV3yqM96BGvAwZtoXjvXnHxg58OpgZC3UefbIYf1r0eJUhOWbFef/FORJPCd3s6CWE8dvnH+NMBfhHK48LxAdPNlXn/ez/Wu28SgpoV2S3ymB0b8Vrg/hRcwWPgm6urqZIo4rqQeY7ABBhTkk9OtdbdX9tqvg67eC5iuI1imYSxyBxhVJxkHryKl7DRyvw7DNBIVB+8Dz0AwetdR45SMeCdXYfMzWUmCO2B1rD8BQAafMQRkoMrnOcs3+FbPitkT4fa2r8v9ikC89jUw2BnC/B3HlagXHHnpnn/ZNeieI493hvU5ywUG3k29v4TXnvwfhMljqrbgFSVCf++SK9E151PhjUBKct9lkEa++08mrEcN8Lgri5TZkkIB9fm5r0QkiR0GDtHXtXC/CXav2xm4by02E+5cGvQI49krK3Ruv1pgMkfpCM9QTWxZRnYGPTtWLcyKJ2C8kkAn1res8/Z0z6UDLHQVQvpdsTc/SrznAzWFezebMQDwWxSEZEweW6cKCSWwK39O0hLYiaY75eoHZa53wlfLrMjXEkkLFZJAoiORwxAB9DgA4rpNU1e00Wye6vZdqDgDuzegHc0DJ9Q1G10uzkuryVY4kGST39APU1494n8Z3WtzNHbhrezHAReGcf7RH8hVTxP4ouvEN2GcmO2Q/u4genufU1z7Nk8GkxCE+wqfTf8AkK2XB/4+I/8A0MVWPWrOm5/tWy/6+Iv/AEMVO4HefFVgusWIIHNuwz/wOuN8P3y2muWtxd2jSxJKPlQckA8H+tdh8U4i3iHT5MDAtXGT/v1yFgkz/Zys6plwG3ema0QHuOl69pmro/8AZ97FMYmKOgOGRh1BHUVqIxPWvltLq40/XdYntrgwMt02JkJGGPTpzXpeh/Ey9tbPOqw/a04CvGQrj656mgD1OaQY255qo5HQms/R/Euka6nm2dyu/HzRSfK6/h/hV5v3lyoAwuKALFumHHFSOv72nIAGApZeOaAIiaD0oxxk0hPy0wKl04CmobZsjNJfPgEd6S2H7oc0AasPIp5BIxUcWQOtS9qQHCfEy2b/AIRR7+MZk06eO6B9ADhv0NdFp1yl9pNpcowIkiDZ/CpNcsV1PSL2wbpcwPETj1Fch8NdQe78HxWz586zc28mfVeKAG/EaVpdDtNJh+afUruOFVH90HLfpXcWkK2tvHDGAFjUIAPQCuEKnWvipFDkNBotuXb081/8BXoEa0wGzn9xN/1zb+Rr4waJTomoTGMFlvUUPt5GQ/Gfwr7QuVxbTn/pk/8AI18WvGp0a+kK/MLxQDz0w34U4gdNp/g3w94ksrddE8SQwaqY182y1BTGGfHO18YrJ8QeAPE3hoeZqOlSrB2niIkjI9dy1zIyMHJ4NeyfDeT4kJbebBcJFoKj521k/wCj7e+M8/lVNtCPGiK+lv2eP+RG1D/r+P8A6AteffE7UvAV3CU0azjOt7h5tzYgrbZ/iGD1/AV6H+zz/wAiJfH/AKf2/wDQVpSd0B6HrjZsJVz1Q/yNVvA6Y8KQZ7sxqxrJ/wBGkHcq38jUXgrH/CI2n/Av51Ay7dHY2R1ps2GtGwOdtYvi7xdonhSFZNUu1WQjdHbp80kn0X+p4rxTxb8ZdW1hXtNFRtLs2yGfcDMw9MjgfhTA9A8VeMtG0Cxa2u7vzLpuVghG5vx7D8a8b1zxvf6zvhhzaWbHBjQ/Mw/2j3rn5XLwQs7lnbcSzHJPzVXHB60gJm+7uHavaP2fZS+s6sD2tU/9DrxfZkD5gMnHWvZ/2flKa/rIIx/okf8A6GaBHf8AjMf8T1euTbrj82rm85UY/vYrpPGf/IeQf9O6/wA2rnSBtHbJJzUDHKCMc89abkdjnPPNJuBx2A7elMZtoHYelAEhcDGOh7jpS7/l4PI4NRZKjB7dKUHCdMGgBAuXwBn1yOtd14KAWxu0AGN4P6Y/pXDxHLdj7123gs4juueynH51SA0LxMTvtFZV2OB61sXbZdvX1rGuTl8GmMz3G2THQGtGxIXLtjArNnP7wVas9zHaTgUCLpLXEh3HCCuP+IqCbwPqZRQFjaE8dT+8WuzmKxW2AOvWuP8AiGjQ+Ar8OcNI0ZP/AH8WkM5Dwvoj+Ivh3e6VHcCCR77zUdgSu4BPlbHY5ro9O8G3ng/wxrIuryKSS7h2LHBkqAA2Wycc/Njp2qv8MSg8LXJYnP2w8D08tK7/AFSM3vhuVnXDCJ+e+MGlLYEcr4BJ+yluVBA/ma1/GkaDwRrkp5LWb4HpWT4DaI2HzBshARj1y3WtbxhMZfBmt7VO0WMi5HbiphsEtzifg/M0djq4UZ3SRjj/AHTXoHiCFj4Z1FnwrJayE+52nivP/hBv+yaqkeMmWLnHThq7/wASIV8OaksspZmtpCBjodpwKsRxvwvbyo7qQjAXYv4fMf616ZC5mheTHQ/KB6V5r8PQV0+8wvDCM5x7vXoluWWJQegGDTGVG/1yg92rrIV2xKPauYEe+6Q44JzXUp9wc9qQEVzJsjNcxqUxgtLiUHmON2/EAmtzUHIwM9a5fX22aPfnOP8AR35/A0dAPKNC1i70C8+02jDLfeVujH1+tXNd8RXviG6S4uxGpRNqqgIA9etYmcHOO3SlySakRJu96UIWPGOKRRu9xVhF2ikBF5bdxVnTYmGq2XH/AC8R/wDoYpFHY9fWremr/wATSzx/z3j/APQxTsB3PxLluYdRszFcrEnkN8phR+d3XLA1xsd3qLpCft67jIuR9kjwRnpwP1rtfiQm/U7Mf9MG/wDQq4qJVaeIDcB5i4496sDKn1C9ivdYR7i3REk4ItIsEE8bjt5q7bNfTQYa5jB9rSHH/oNZlyv/ABPdWQ4w7KTzx94itu2RYCke1jjHJbdn8aYgim1CB1aK8VHHJZbWIEfjtrbTx5q2hWllJdFNSE05RjIAjAZxwRx+dZb793zL8xY9e4rJ8SsF0bTuMbZ85/4FQB7Rofi3S9bdUhl8m4/54y8Mfp2Nb8o5rw7woyv4p0wgdbhf617lL1qeoyIjioWbANTnpVKV+SKYGdfMTIMetW7ZcRqPSqE/z3ajtmtOAdqYF2HnrTumabHxT25zUgZ2p3a2FnPduCViQuQPavGrXUby11jUToyvE9xOZpsSkLvPOxRg1654hspdQ0K7t4smR04AOOQc141a50nUrlpVuIzM5cyRRbmDDomOxz3pO62GjuPh60L3WrXLyO97eSedIzjBx0xx6V6HEBsrzbwFFczazPdOOFifzcdA7NnHvxXpYGFxVIRDe/8AHrcY/wCeL/8AoJr4sO/+xL0hFKG8XLdwcNgfSvtK7GLO4/64v/6Ca+LyjHw9fuPu/bUXr3w3aqiB3Nwmg/Dm00e8TR11bVL61W6V71sxRZ7BR1rRu9R/tzwfH4o8eanqD2NzO0FjpWnFYkbb1J7YrB+JWbrQvCWoRDdbtpwi3jpuHUfWrHjjNt8JfAlnICsxSeYoeu0ng0PcRn+JfCuht4Oh8WeGbi8axa5+zT215gvC+MjkdRXrf7Pf/IhXv/X+3/oK15VY6lZJ8DdU057qEX0mqRyJAWG9lwOceler/s9D/igbz/r/AG/9BWh7Ad3rziO0kfP3VJ/SvD7n4zalpulDR9EtI4PL3K13N8z5J/hXoPxr23xKudOm/wBw18iXoxf3AHQSEfrUjJb7UbzVbt7y/nN1cuctJKMk0kKs5ACRnn/nmKhXHFaVghk4IHHNAhZoJIYrEFIgZ0L/AOrH98j+lWYRcQkZFuAOcmBP8Kn1khE0NhhQLfJ7/wDLVqdeC5d4yI12dfQUASi/voVi8s2uGPH+hxH/ANlr1X4NXlxc67qqzOjBbaMjbAkfVv8AZAryuJpVCkqMjnOa9N+CTM3iLWCxHNtH0/3zQB1vjT/kPJ6GBP5tXOyE7cD8K6Pxo2NcT/r3X+bVzjEEeo6VAxmAF701ieOASeaViCCDzjp9aTJI57CgAOdwoPI9OlJ2J6470ikHBxyORQBLH/rMdq7fwfyl0O+1f61xEfXqc12ng5s3E69jGD+tNAbk0Wd27qawrxdsh9q6K5O049TXP3nMjVQzIf5pOat2rlTgdT61UcYfJqza58zn060AaboSsSn5iTk/nXMfFBB/wgl8Rg4kQ5/4GtddDC0zxtnChea4/wCJ86t4Iv44v9XH5WT6nzFpAc/8Ltp0OcMCyi7OR/wBa9K1V2k0t/KUhRGwwP8AdNebfChA2jTjn5rpuB7Ktel6pJssJUjHKxnA9eKT2BHFeBIydOcDcSIRjB77v/r1veJvn8D6zGBjbYy8j+L5TXN+B5HSBSOgXke2f/r11HidFPhHWXjGVNlKu30yp5qYbA9zgvg2XEGqnGVDRFx7Yau/8QK76BqciYH+iynPU/dNeb/B4yt/a0aHg+Uef+B16dq6R/8ACO6grPnbay5I90PFWI4v4btvsLmMjPCYJPAOXNd8waJ9p6V558MQWSZQQBhCSf8AecV6LdtuIwcMW60wFhx9oU+gAroU4iBz2zXPWK7rsD0roX4hP0pAZcuZrhsHKiua8XuINAviO8LD8zj+tdQf3akAfM1cf8QD5HhyYE8uUQfi2f6UAeR556ULyaQ8U5MZxUiLcSDGeam2jtTYSNvU1IMc/pQMAo65q3pw/wCJnadf9fH/AOhCq4GR61b04f8AEytOv+vj/wDQhQB2/wARnRdVslbnMLce26uYtbdS0DnA+ZePxrpviPNcxapaGC3s5QLdixnViR83bBFcta3t49xbr5OmbCVPyo+RyP8AaqwMW5hY+I79VQEHaen+1WvGcN86hSBwc5rNkvrw61fxxafphZWUbyrDcCe/zdqtrf3kjyBLXTyo6P5Ljf8AQFuaYi00yhFJcE5PasHxOM6Xpq4ODICD77jWhLqF4I8+Vpm0E8eW3P8A49VfW72ZbHSt9pp0nmHvCxVTljx81IC/4QIPi3Sh6zj+te6sMmvC/CGoySeLtNie209d0+N0ULBuh6HdXupHUmkxleVtqGst3JDE1fuXG0iswnO+mBWjBa59hWpCcVmQD98a1YlzimBajOKkz87fSmKhAp79c+tSBCSCCe4rzfxNo8Nz4ouNpeJfsTSHyzjLDv8AWvRi3btXn2tytb69qNw90QzotvHE33cMD/8Arpgdf4esoLPQ7SOCMIpjDNj+Ikck1sD0rG8PymTQ7XLIxVdmUOQccZrXjPNMBLxf9Auf+uT/APoJr4maSb+yLqJUk8lroMz/AMIbDYH1619tX3/INuT/ANMX/wDQTXxRub/hHbwcbPtiH3ztanED2j4c6j4fv9G+xLYXT6baqslxLqBVoInxztz0ye1aOq/8Ko8Y64g1HXpJboKIokE7RxIOypxgCvMPG0z6X4O8L6NasUtZrP7VNt4Erk9/XFef5J707XEepfEvQPB3heOXTbHStVt9Tba9vcTTB4ZI88kHPNej/s9j/igbz/r/AH/9BWvM/PfWvgNO98TJNpOpIltK5ydjjlAfSvTv2exjwBdn/p/f/wBBWk9gO48ScWEnupr5D1JW/tK7x0EzD9a+vPEnNi/bivkXVXC6teKIkbbO+Sc+v1qRldCRxkVracAR8xxWfb3ChgTbQN7MD/jW9a6kBGB/ZmnenMLHP/j1AizqCBpNCVSD/oxOP+2jVqQSxTArJGpx61RvdWaD+yNunae7S2uRutydnztwPm6VZg1OeQ7Xs9PTvza4P/oVADpba38vcHXngAGvQ/gvEsfiDV9rBgbaPp/vGvO5b+ZANttpwGen2QZ/nXpPweuZZ9a1QSRW6YtozmKARk5Y9SDzQwOi8a4/txM/88F/m1c3z34+tdB43/5Dydf+Pdf5tXOE7QT3qWMTGevpwKUEnk4wDSMM7vyppOAenA4pALjgjpRn5uB3wCfWkOMjb+vrQvOKAJYzzx2rtPBgxNcdOIx/OuKj+8MZNdr4NP8ApE/bMY/nTQHR3eAScc1zl0TuPuea6K5OFbuea526Q56cUxmbICeRVqxTdLj2qF8dBVzThsLOR0FAFy8uvItxCvDMPmI9PSuO+JcZtvh1doRh5Hid/YbxgV0gf7Rep6ZrG+JkfneAdVc/wiNh+Ei0AYnwewPD9yAPmNw+Ce2FWu7udwhlZsYCNknsAK4P4PsF8O3+W4W6OB7lFr0K3PmFVkH3uTnuKGtAOL8ChWtyM8eRyc9OVro9fcReEdZQEYazlAx1HymtBrOGKEeTFGjY6ooGefaqer26t4Z1Mtne1rIgHuUP60oqyBnmnwb2rLqhIz8kWB/31XpWvN/xJ77Yg2G2lJwP9gmvL/gu+7UtQg6l4IySPTJr1tLeK/ilsbgEwsjpIoOCQQR1+hpged/DNyiysOCET6Y3PXos2HYEf3qy9N8O6dosWNOWUNKgZg8hfBGT+HU1oxkvAH55OOfWgRc01D9uZuw4rauGxFx3rO0uParNnJJz9K0pF3KCaYyqsWfmNcB8UZ9umW0Q6NMM/gCa9Akk2wnFeX/Eu48xLNM8GRj+QA/rSYjzvNSLyOKi796kUntUgW4Tx0qwKrQgkVZHNIB46Vb07/kJWeP+e8f/AKEKqKTj09qt6eT/AGnaZ/57x/8AoQpgdN8U1SXxDp0ZJDi2Z1Knnh64pLS5/tO38m4l2iRTywx1HGK734nxbtZ0+QIm5YG+Yjn73SuRsJHEsTSbmJkXqB61YHLXZWw8Wahdz3EhY/KnyZ4JOau2Fvqd27P580UDp+7LD7o5HQ/nT9Yt4X125aVN37veB05BNW7e4aGxgzw23kZ7GmIiHh+aGzEUd9JEsYwFU/6we+aoeIrW4jsdKjMvCthiPUlua27mcpatJIuARgMW5NZ2tFprTS23ZBKZz3+du1DAteAtMnTxpo8zTMVWbOD9DX0S/SvFvCkaJ4w00BnH73pjjoa9ol+7UjM27f6VQPzIx71Yu3JkxUOAI296oCtb/wCvYe9bVsM9qxbYnz29zW7bjpQBbA4qKZgoqWq12wVCfapW4FRpMv1rgPF8Ql1uMIM4kDPx22Guqmv9knBzXOa1aXM17PeouY9i4Oe+MdKYHUeF4BB4asE9ULc+5Jrdj6j0rP0pCmlWaHqIVz+VaaJgCgCO/wD+QZdf9cX/APQTXxCZrf8AsueIgeebgMDj+HBzz9a+371GksLlEGXaJ1UepINfItx8KPGcLnzNHZcnvKv+NVEDQ0i60fxf4StvD+q6hHp+qWBP2G5nz5bof4GPauKstPjutZi0+S9gt43m8prlyfLUZxuPtXRJ8LPGMhwmkMT/ANdU/wAasL8HvHTDjQ3I/wCuqf41Qiz4313R7PwzYeDfDdwbqxtZDPd3mCBcTdOPYV61+z5x8Pbn/r/f/wBBWvHT8G/HZ/5gb/8Af1P8a93+Dvh3VPDHg2ax1a1NtctdvIELA/KVGDx9Kl2toB03iBd1g/sK+PdYwmv33PBnf/0I19j6wu+zkHcqa+PdbjzruofKP+Ph+v8AvVIyorY5wAc8YrXsJN45PAFYvlsxACjH1rU0+JuR0GKBGzqkirNoTIeRZ5H/AH8ata3+eRWkjU/Ngk9ax9TGxtDI6pY7j/38at5WRpBI3GOVUdD70ARXMaMwXGGzkY4r0j4OKF1rVRjn7NFnP+8a86lGXGzrnJOa9J+D4B1nVWzn9xGP/HjQwNrxvzrqc/8ALBf5tXNcZYHNdJ43ONdjGP8Al3X+Zrmz1b3qWMUnkZNN2jA55xilPU/Tj3prEkAUgEOAuO5NLuAyQfpTTwCc9RgUoGAOaAJo+OT1yPzrsPB5P25gD1iOR+IrjYz3/nXZ+DRm8lJPSLj8xTA6K8YBmFYt7xHmte+BNwT2FZF5yuPamMygTnNT+fti2rwT1qAcE02PLvgcc0wNDTkLO745xgZqTxDpUGteH73TJ3dY5osF4wNwIIIIz7gVPahYEQAZNSzPsQjqWIBoA5bRfDcHg+GWztbmedZXErGYLkNtAxx24ro7dXaRWJ4A5zVG6JecZ9RmtOAbUJ67aALM2IrUsBk9Mmsw7r8G2HV1ZfqSDV93LwSIfUYqrpSZ1EAjG1WNIDzP4c+FNb8M6xPcalarBDLAYVcSq2WDKccH616LK1zFbXR06MSXhgcwq3Rn2nbn8cVZnXMQPQJITj60ae+6cMx+bdigDy3wFq/jGTXzFqy30tkUcSG7hKiNscbSQO/YZ/SvUYQEj8vqGO5TUojzaMhOWRyRz2NV4WKShTQBq6US6OD1B7VoSuFTFZ+j/cf681auW+dUpgZt7cER7RwTXmHxCf57FOejn9RXomobhPtB6CvPPiFFiPT3PBy6/wAjSYjiM1LGNxwKhAyeauwxgAGpAmQcdDUq9KRBgCngEfzoAcvrVzTwf7Ss/wDrvH/6EKqgdB1q1p3GpWn/AF3j/wDQhQB2nxInSG9tS9nJP+4blJgmPm6YINcjaXETywH+zZ1LSrjddjg56/drs/iEA2p2q4yfs7H/AMerkIIXS6tQ3CGVMcdeRVoDCvr2xk1ho5NNud5RlJ+2qARn02VK97asseNKuQQqqAt4vGOn8FQ3MDNrbsqgkITjueantLF53kYoVTeccYBpiI57yKaNYpdLucIM83i//EUaxcWKadZCTTptuxSNt2AV+ZsDO3npTb+zaFfMMrjJxg8AfjVPXX/4lGnlupjQk9f43pAdX4Qvbebxfpirp8iOZOJGuQ+PlPbaK9sl+4c+leDeBJd/jLSx/wBND/6Ca94nOI80uozCmbdc49qJBiGkbm5zS3JAixVAVLb/AF9b8GcLWDZD97nrXQQ9BQBYAqlqORCT7VeHWqGpNi2Y0kBxU7kysfSt3SW82Paygj3rBk5Z629DPyUwN9F6dMVZTpUCDip0+7SYCngGua1o/vRiulPQ5rmdZ/1ooQFWxP78Vt3msWekQRS3sywxNnLsemBmsKyJ84HjGauDwlpc6PvFwwlcyMDMTgn0z0HFMC4nizQpEZ01OEhRGx5PAkOEP4mtCx1C01SzW7sZ0ngYkCROhwcH9a50fDzQlu3uCLpmcRgqZjtGxty4+hrc0nSbTQtNWwslZbdCxVSc4ycn9TUgVtWbED/SvkLXPKXXtRDIxP2l+jf7Rr651r/UP9K+R/EHHiTUlA6XMn86YFe2e2Vxutmb/tqR/SugtLnThAxGlMxA5zduP6VzKEKfet2zOLdv9odaBGxqV9p0UOnM+j+Zu08sv+luNq7m46c/WtCC8tJIFkTSogdu4A3Uh/pWDrA2W2k4GT/ZmPw3PV63lU2sYOFyg/PFAGzBdxSR7l0qDgZybiQ16H8Jpkl1TVNlrFDiJMlHZt3zHrmvM4o/Lt2KE5xwD0xXofwZBXUtXVvvCOPP5mgDb8b/APIfQdP9HXn8Wrm/4xn8vTpXSeOP+Q9F/wBcF/m1cyx3KCOuOuKljFYgPyMjGQBScqccZzQ2doP8VIx+YDjPrSAQsN/5UmSw9e2P8/Smg846cUg9M9ulAFmLgjPTgV2fg0f6ZMf+mX9RXFRHLDHc5rtvBg/0uc4/5Zc/mKaA3NQYeaaybjJQmr9/LunbFUZBuhJFUMzGAzREMSfSnOOeBSR/e4oEalscOd3YVK7ZQMexqC1+U8nmpWyYiT37fjQMpyrul47Hmr0Jyrk454FVyu52J6VNGMQpt6//AF6AJ0+VJQx5z1FQ6ScXLuc8rwaWdsIwHVjTrTEa5AHTGaAGXWVWUdic1Fp6kfPnowqS4I8kk+tEAK24xxnmgBY5MuEHRs0x1xcFj0BpgJEuewOKnnHmSIqc564oAvaOpCNnuxqzd8ShvSixjEMbDP50+bEkRoAy7yHzJQ/HTmvO/iUoRdPQern9BXpOCV+YcV5l8S23T2HoA4/lSYjhFxmrUDY4PNVVFTJwfSpA0FPFSggjpj61XQ5UVIDzQBMORk1Z0/8A5Cdp/wBd4/8A0IVUBHQelWtP41K0H/TeP/0IUAd748dRrVmpxloGHPpurnRGslzGFztSRSuD71rfEe9tLXWbIXAuy5t2x5MYYY3d8nrXMWOs2Ml5GsceoFi6KN0Sgckdea0QFG8WKLXpGQnyzbksRyc56e1JJqtvYSxC5nMYK7FG3IDfUe1Raje6aL92aPUQxi2sFhXB569ap3NxpbK6suqYXHHkJgH86BE+oXSXQDj5lH8QqnrUaTafpcZbGUjGf+BvUJutHEWAurcdcQJ/8VU2q3GlmHS2kXUgoiQxhI05G5uvPBpMDb8DoqeOdMVRhRKwHv8AKa93uT+6P0rxXwTPYTeL9PMVpeJJvbDyIoXofQ17TcEGI4pdRmGozcHNMvW+XFToMSE1RvX/AHmKoB9iMsCa34egrCse1bsXQUAWV+9Wdq//AB7NWgOTWZrJxb8UgOOk6titjQyelZEh+9Wroh+Y0wOkSrA6VVQ8CrSdKTAoasb0QD7FFJI4zwjqp/8AHuK4zU5dYDZktJ/MJAKiWMgcdeleht0rltYb/SDQgMC1/tEPkRTlgcgCVOfbkfjWzbSa6Mg2l7kgHmeIjng446jriobI/vxXU25O1c0wKdlHqE5lW4kuoNuAjl423epAAqyunyxsCdTu2G7O1tmD7dKvDpSE8VIGLrQP2ZjXyT4kGPE+pn/p5f8AnX1trZP2R/oa+UPEojHijUgwkJ+0N0IpiMdQu4etbFqMQDJzWci2hcF0n/B1H9K6CxbSvIx9jv3/AO3lB/7LQA/WcqukhcFRpfP/AH01XIY1EEWSI1UDPqw9qk1SXSkOmLJYXzMdPGzbdoMJluD8nJqaG5sxAjJpF4QyjazXanAx/uUAa8UcX9lkqhxjAJPUV23we/5CWrkjH7uMfqa4WK7hFoAdMl+bBwb0Z/8AQK774SSxyajqoitWgCxx5LT+Zu5PsMUAaPjhf+KiibPS3X+bVzQwAcfr9K6Xxyf+J8g9bdev1auaAJxk1DGN3bh0596a2evpwO1Ln5S2eD096Zggn2PPvQAcgn+dKABnsacc/j7mm46kcnrQBJAACOa7bwc21rtu/lA/rXER53DPWu38HDcbvpzGBj8aALdzITI3qTToRujK1HcjbMwI6UlvMEb5j3qxlSZDHMwxVcHBznmtO/jLP5iDK4HNZgXLcflSA0rTdgkj+Gpic7R6c0iDZBz6U2MlpB6EUwHXK7Y/fNLHkIg7Lj/P606dd/4DNO4BRT/dzigAKAQEd6ZCT5aLxjmnysQox1Y/ypCRtjVeeMn2oAjus4wKl4jgH0qNydiMfTPSnk7ox+QoAghXcDn1rStrcIwYnIHrVaFeCPfOamnuRBCuep6CgCxLdKiMqnq2BVyBMAg9K5+z3TzAtkgHNdJEDjJoAzrxvLYKPevKPiLLuurFD12O35kD+lepaovJbt2ryv4hqvn6ew6lHH4ZFJiOKDZJzUykmoR1zUqHkCpAuRHjmp+1QxjAqYfWkwHj3q1p5zqVl/13j/8AQhVMA8j0q5pw/wCJlZ/9d4//AEIUwOs+J7Ea3YjBObZv/Q65fRWBvYg33t6fzFdN8UTjXLE9/szDnp9+uT0p0/tKEEknzEH6itOghNTQtqkRIGGRlpGS4/1hViAyg4X8qbqlyf7TtgFB6nPtWg8rC3IQHJx3oAyrq2jWcFs49ulZnifK2Vlg/KLdOMdfmauo+ys43PjeR7Dj0NZXimwElkrbl+VI1z7ZJ4oYI6DwKhGu6UWBUljx6/Ka9hnPymvI/BLA+ItP+fo2AP8AgJr1u4+4anqMzM4JrIuW3TY961JGGDWUcGcnvmqA0LNcVtRdBWRa/drXi6CgCyvrisrWP+Pc1qr0wRxWTrPEB5pIDkH6H61paMcOaznI2mr2kHEgpgdSlWY+lVUq1H92kwHN901yesH/AEiuqkPyGuS1k/v6EBWs/wDj4UV1Vv8AcFcpZH/SFrqrXJUUwLq9KH+7QvQ0P92kBha6cWbn2r5T8UceKtTH/TZjX1Vr/wDx4S+wNfK3ishfFWpZ7y/0FAGUhH41rWLHGwY54rGXbndux9a1bJyMYGSPQ0CNzUoiLnSugA0zBJP+9VKzlH2WBWaXJQYO75av3yiW500TOAv9mLn65bFZtn82mxBWJ28jP16UAbUIcpiRg4zxXpvwYKHUdZ2HP7uL+bV5laqBAzFTyMLnv716f8GsDUtcVFARRGAe/VqGBreOv+Q7GT/z7rj82rmsnnPU9K6Px4ca/H6/Z1/m1c1kgde3NQxgzD/61NJOM55JxS8Y7Zz+lIOOwP1oAUqCwwc9qO+R0FMJ6eop6g9+9ADkGG985rtvBRzNcr1PlD+dcSh2sQDn8K63wXOItSZGYDzIyB7kHNAG/qNtsLOD1NY8gI5FdFqQLgqOtYMowh46VYy1ZTCeFonx6VUaExSYP5VBbyGKdW9K0f8AWEyE80ARyyfIMce1PQ4fb3wAPxqDYWI5/iqQZNyB6UAWnbqoHXik3YkYjnau2hj+8Tjqf1oQFnk44xjNACXZ2+XjkYFJEpyDxyCKUnzCM+nFOX74xwCMUARyHbGAeccCpMERLnpUDHfIOOAatOMxR+hoAWN1hi3NgZqndOWf5eafcfcyfYUBVMasR7GgC1o6gfWt1jsjPPSsfSuH24xzWpcZKcUAZN/KJYG9Qa8q+IIP2uxbPHluB/30K9Sn2rGwHcE15h8QR+8085/hkH6ikxHFD0FSxg9qhXrVmEDIFQgLaDHHFSA8dMUxRT160wHqKt6f/wAhOz6/6+P/ANCFVV6+lWbD/kJ2n/XxHz/wMUCOi+LdxaQa5p/2i6ETG2YgFGbI3+1cTpOoWaatbhL8OTKoCeS4yc/Su2+LsUbavYSyR7hHbtn6b64vTFt7jVLOSKML++XOOelWBFqepWD3kTfbguzK8wP/AIVcbXdJkTDagF4GR5L9vwrm9TnI1BIgqlUJ3DHvU13biGVW2rzycDNMDbttas0kkd9Rzu6fuH4qTxDqNnPbxYuzGpijYZhfkZPPSqSRRuApjRVJwxPX6gUa8ytZwMq7j5Eftxk0mB0fgG/tH8WWEMVwXYuwC+Ww7HuRXst1IVFeGeBl2eOdHIAwzk8f7pr2+96HmhDMuebZnjrVBWzITU8+cnNQRAFzTA1LPla2YRwDWRafcFa8JyD9KAJulY+ssBbtn0rYP3axdaP+jtSQHLN9w1b0k/vhmqZ/1Zq3pmBOBTA6uM5Aq3H92qUXQVdj+6KTASX7hrkdXObiutn/ANWa5DVj/pFCAr2ZxOtdZakbfwrkLX/XKa62zOUH0pgXl68UNTaWkBha9/x4zfQ18r+LkT/hLNQy7A7+yZ7CvqvWhm0lGOxr5Z8Z7U8XagDxhl6f7ooAw1t7d3+a4df+2Wf61t6dFpqp819dHHXbZ7v/AGesQMoAbOM8VatJSoYK1AHa6jHphudOD3F4D9gQIq2oOV55Pz8GqemWmkvEqw3WoSqoJOLVQSAf9+i9Zp9S0xACcaZGev1qrookFurIxXDFfl+vNAjpD/ZgOGTUWUAEgW6g4/76rvfg8tqL7WPsxuidse/z0Ve5xjBNedDmVwCQqITt9favQ/gw7Pe63uAHEWB/31QwNXx1/wAh9P8Ar3T+bVzWPQ10vjsn+30A72yf+hNXLknaTkjjFSxi9BgHvimk/NgUmct14PHNG/PTJPFIAI3evPFSLnqeuMfSmEnOR609T09ulACqPmFdH4Yh8zV7Yc/K24/gM1z8YJ4A6V1HhRtmtQ7u6sB9cUAdlfx/J5ijOOtYlym4bhj0NbC3HlyPFKcq5PXtWfeReVMQOVbkVYzCYYY/WpYpygAPIp9xGA3Bqvg0hF8ODIrjGAO1IpPmHA/Gq0TFTj0qyp796YyVCTGCSc5FTwcyHjhqrxEjB9KeH27WPY8UAOuMxtkd8CkjUtLgZwOc0t0e/UkZAFNjcxqWIxuPekAkgClQvc81YvcJbRHpVcKWkB688VY1PA2Kei9aYEUh82BcelRR/wCraPBz1FPiJ8jI55zSFQI/MBoA0dIG6VnPrWrIe1Z2jj5Cw6E1oSHIPsKQGDfZUtj0rzD4gN/pNinojn8yP8K9O1FgMn1GBXl/j8E31ifWFh/49QxHILnNWYhzVYVYh6/WpAujkYNPWogOgqTuKAJBnBPtVjTxjU7PP/PeP/0IVWxxVnT/APkJWf8A18R/+hCgRvfGC7ltdf04xnG61YH/AL7rkNF1E/2lbBoVG91x9Setd98VNO+2anZyiaFCluwAkmVM/N71yOmaWDqFrcSyWhaMj7tyh6D2NWBzV7ZF381Bgb/m9Wq3PaqzhCzksMAt0z6cVNqejzlYCl1ZDaflL3iDr+NXxppKRotzZFRySLxOP1pgQfZuFU4XOON3JrN8RTmyS3tnBJe0jXzCMgnn071vzWRMkbJeWGM8/wClJn+dU9d06adIQLqxAWCMAyXSjnnpz70mMueBkUeM9EZWJJY/+gmvbb4Ag1474KszH4u0h/NtCEbG1LhGP3T0ANexXtCAybgcVTTAbrVu5+7VRSPMxTA17QfIta0IwtZdsCAtasf3RSYEhORWHrh/cH0rcPSsDXD+5xSQHNr/AKs1Z07i5qsv3KltX8ucH1qgOui+6KuxH5KzbdiwXnitOP7gpMBk/wBw1x2rH/SSK7Gc4Q/SuL1U5vDQgILX/XLXW2Z+QfSuRtifOGa6uxb92KYGjRSimM2KAM3Ul3xsO2DXyl8RIynjnUgCQPk/9BFfWV0N2QPSvln4jog8e6iHlRT8nBB9KAOUt48J8zH8avWsADHDnBGcCq8ccWf+PuIc/wB1v8K1LSG05L6rEmR/z7yN/IUgNq8txPqdgg3ADTYPunB6GotJJEAIbGZG/Rq0m+xJqds0mpqSLGFQgtJCSMcN+NV7WHToYNq6u7Au2Ctg56n60CNCExmUcYVzjNel/CONUvtZCnPEfb3NeYo+mRMqm+uWOO1m3+Nen/CS4tZrvVTbSSv8se4vDsx19TQBc8eZ/t9Tgn/R16fVq5YBuhU/lWp4w8VeHbvW1eDxBpUsf2dBujvI2GdzcZBrn/8AhI9DVcnWdP45/wCPlD+maljLm0k4A7U3DZ+6R68VS/4SXQyoYaxY4xnm4UH8s8Uh8R6IGA/tjT/mJGBcJ0x1JzSAvAEtk5/GpAcEcVl/8JJoaqf+JvYcEk4nX68c85oPiTQlAX+2LHJ54nU/mc0AbkXQE/8A666rwjaGbU/P3ACEbiMdc8V5/H4m0PnOsafwev2hf8ea67wd4y8M232qW48Q6VFuVQoku40J5PYmgDt7+CQyMQhKk8Ec1VmctAA33l6ZrLn+IXhhssviLR8r2F9Fz/49VB/Hvh1gf+Kh0nP/AF+x8f8Aj1UM07hdxHtVfaewzWZ/wm3hdj+817TM+qXkf+NSReM/CR6+IdLB/wBq6j/xoAvYIPSpo2JU5rNPizwsckeJNHx/1/Rf/FU0+K/Cw/5mTSP/AAOi/wDiqANlW+QD15pTyuKxl8XeF0UY8SaV/wCB0X/xVMPjTw0Gx/wkGk+3+mx//FUwOj3Z2nGSBTZQXPsKxF8Z+F8n/iotJHGf+P6L/wCKqU+MvCuwk+JNIOcHH26L/wCKpAbMBCzhT2NSXy+buPXkVz8PjHwqXJbxFpA9zfRf/FVvwvHd20d1C4lgmjDpIjBlZSMggjqCO9MCCxb76k8Y/OoyGJMY6ZNPKrHLtBIGQPzqeJONzA9OuO9AGnpyeTCo74qd3zGfpVa2bdtA9KtrHigDG1SMiJWxwK8s+IJ/0yxA6+U3/oVet6u37grmvIfHhLarbL6QfzY1LEcoo5qxDnI4qBVNWI+DmkgLSnFPA555FRqeelSe1ADx+tWNP41SzH/TxH/6EKrCrOnnGp2g/wCm8f8A6GKAOg+MFsLjWLAYxi0c5PT7/SuR8Oaesd9AZAcjGMH2rufiu6rqlipOMwN06/erj9NuCb23AORnH4YqwMDVrWNIQAOc9DWesUQESsr4eQJ8vf3NaWpygRxlxnK/iaithGZHLrypBUkdDTESGxgFyihVY9xntUniOBfItwccW0SgUomc3SKpwu7v6d6s+IhG8cXlZ2iFCMemKTGafgARDxVooVFBEnUL7Gvbrw14j4EwPFGicHHm9fwNe4XCFkJwcCgDEu2wv0qraHdL+Pepr9iMseAKq2MgMoB9aYHSW4ywFaUfSs+15IYdK0E4GKTAeelc/rv+rroD0Nc9rbKFIJoQHNg/LjmpI+GH1qEHk/Wpl4I+tMDqLE5Va10+7isPTCSi1tp92kwGXJHln6VxGqMDemu0uj+6P0rh9T/4/CaEAy2Yecv1rq7E/KBXH27ZnXHc11ViSMCmBtKeKjbrSoeKVulAFSfAGa+WPimm34iahxwUjP8A47X1JcnivmL4s/L8RLsdjFEcfhSA4gNtcYq5CSV3KfrzVB2G7jg96twOoHBxQB1FyxGsQKVJH2C2/wDQKs6eQLUgqud7EHP+10qlqLsutQqCf+PG1/H92KbZXapBKJMnZI2Dxjr3oEaLy+VcMAxyowK9T+CcgkudZIIPEf8AWvCru/neRyjRgbum8ZxXsvwBkkkm1suF58vG05FAHzhRRRSGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9OeFfG0Fp4Q0W1e2mIisIEJCrg4jUetfMdfZ/gjRdKl8A+HJJNMtHd9LtmZmhUkkxLknigDnH8aWj9ba4B+i/wCNP/4TuARsgspyD6soIrvv7C0f/oFWX/fhf8KP7C0f/oFWX/fhf8KQHCQfERLdVVdKkIHdpgP6Vp2vxI0uYgXNtdW5PcAOP05/Suo/sLR/+gVZf9+F/wAKP7C0f/oFWX/fhf8ACjUDldT8X6JKmY7ot7eU2f5V5z4jvV1fUVnhRljWMIN/U4J59ute4f2Box/5hVl/34X/AApv9g6N/wBAmy/78L/hRqB88iFgenSnLG2eRX0N/wAI/ov/AECbH/wHX/Cj/hH9F/6BNj/4Dr/hRYDwBeOtOyPWvff+Ef0X/oE2P/gOv+FJ/wAI9ov/AECLH/wHX/CiwHgikVasP+QpZ8/8vEf/AKEK9y/4R/Rf+gTY/wDgOv8AhQug6OrqV0qyDL8wIgXIP5UWA8x+LkM0ut6f5SFv9GbkY/v1xmmWtxFdxGSMjBznI9K951fwtomuTxT6pp0N1JEpVGfOQCc44PrVOLwB4VjcOmiWysOhG7/GmB4VqGlX0yxmO33YHUMP8ac2g6iuDHabjnJYuv8AjXuD/DvwjIAH0K1bHru/xpf+FeeEsg/2Hbcf73+NMR4k2g6s2GS0cHn+JOM9R16Va1LQdQfT49kOWSFEK+Yo6D617MvgLwsjFl0a3BPUgt/jTpvAnhi4GJdHt3G3bzu6enWgZ5J4N0q9tvFWivNbldkw3EsOmD717bdI/ksNpOfas6HwP4at3jaHSYY2X7pUsCPpzV9tB09xho5CP+u8n/xVAHJ6oHWMAgg59KZpyMZPmBGenFdPJ4R0SYESWW7PrK//AMVVZvAfhp/vaWp+ssn/AMVRcC1a3FrbQKJrmCPj+OVR/M1Mda0pSAdUsgfT7Qn+NY0nw08GyjEmgWr567tx/rTYfhh4Kt5Fli8O2aunzKcNwfzpAbR1rSnX5dTsj/28J/jXOa/qmnnlb+0PPadD/Wpz8LPA5/5luy/Jv8aT/hVXgX/oWrL8m/xoA5lNTse99ag+86/41YGoWQ+9e2o78zKP61vf8Kp8C/8AQtWX5N/jUk3w08GXMnmTeHrN22hckN0HA7+lO4FfT/EGkWyjz9Us0A/6bKT+laB8beG41+bV7f8ABqq/8Kv8E5z/AMI5Zfk3+NOPwx8FsMHw9Z/k3+NADpvG/hl4tz6rAEzjJPeuS1PxLoUl2ZLfVbZ4j0PmCuub4ceD3tlt20G0MIYuEw2ASME9aYPhf4JXGPDllx04P+NFwOIh8UaDHPGX1a0UA85kFdFY+NfDByw1yy2oNzHzPuj3rVb4X+CWznw5ZHPsf8adH8NvB0aTRJ4fs1SRQjgA/MAc4PPrRcCeDxh4anUeVr2nN9Lhf61ZGv6O+CmrWDfS5T/Gsv8A4VZ4H5H/AAjVjg/7J/xoHws8Djp4bsf++T/jQBautX0zK/8AEzsuf+nhOf1r5r+J88OoeO7i4tZ4Zk8tF3rICMgcivouL4X+CY5FlTw5Zq6ncCA3B/Om/wDCrfBG7d/wjlnuJyThv8aAPkVrZyTmSID3cVZism25NzbqMfxPj+lfWH/CrPA//Qt2X5N/jTv+FX+Cfu/8I5Z4/wCBf40AfN2rWyHVo3a+s1ItLddrs2eIxz93pVO3tII/P8zUrEq75wGfp6fdr6gl+G/g6ebzpdAtXk2qu47ugGAOvYCk/wCFY+C8MP8AhHrTDHJ+9z+tArHyq+l2xcE6nZYOD/y0/wDia9o+AsccNzq6R3EUwKKcxbsDn3Ar0P8A4Vn4Mxj/AIR+0wvT73+Nami+FdE8PNI+kadDaNKBvMefm/M0gP/Z", "path": "003018.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003019
Men Tshirts
{ "bytes": 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"path": "003019.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003020
Men Tshirts
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", "path": "003020.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003021
Men Tshirts
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", "path": "003021.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003022
Men Tshirts
{ "bytes": 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", "path": "003022.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003023
Men Tshirts
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", "path": "003023.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003024
Men Tshirts
{ "bytes": 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", "path": "003024.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003025
Men Tshirts
{ "bytes": 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", "path": "003025.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003026
Men Tshirts
{ "bytes": 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", "path": "003026.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003027
Men Tshirts
{ "bytes": 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", "path": "003027.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003028
Men Tshirts
{ "bytes": 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", "path": "003028.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003029
Men Tshirts
{ "bytes": 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", "path": "003029.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003030
Men Tshirts
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", "path": "003030.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003031
Men Tshirts
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"path": "003031.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003032
Men Tshirts
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", "path": "003032.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003033
Men Tshirts
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", "path": "003033.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003034
Men Tshirts
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", "path": "003034.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003035
Men Tshirts
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", "path": "003035.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003036
Men Tshirts
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"path": "003036.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003037
Men Tshirts
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", "path": "003037.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003038
Men Tshirts
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", "path": "003038.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003039
Men Tshirts
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", "path": "003039.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003040
Men Tshirts
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", "path": "003040.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003041
Men Tshirts
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", "path": "003041.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003042
Men Tshirts
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", "path": "003042.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003043
Men Tshirts
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", "path": "003043.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003044
Men Tshirts
{ "bytes": 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", "path": "003044.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003045
Men Tshirts
{ "bytes": 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", "path": "003045.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003046
Men Tshirts
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", "path": "003046.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003047
Men Tshirts
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", "path": "003047.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003048
Men Tshirts
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", "path": "003048.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003049
Men Tshirts
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", "path": "003049.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003050
Men Tshirts
{ "bytes": 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", "path": "003050.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003051
Men Tshirts
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", "path": "003051.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003052
Men Tshirts
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", "path": "003052.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003053
Men Tshirts
{ "bytes": 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", "path": "003053.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003054
Men Tshirts
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", "path": "003054.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003055
Men Tshirts
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", "path": "003055.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003056
Men Tshirts
{ "bytes": 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", "path": "003056.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003057
Men Tshirts
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", "path": "003057.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003058
Men Tshirts
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", "path": "003058.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003059
Men Tshirts
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", "path": "003059.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003060
Men Tshirts
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tFYzPrXSPGfh/XY1aw1OCR2H+rLbXH/ATzWtOtvcQmKVI5o2GCjqGU/UGvjbcdwPcdD3Fdf4c+JfiHw4iwpcLd2qn/U3OWwPQN1FKyGep+Jvg9ourq8ukr/Zd2ckbQTCx917fh+VeKax4d1Xw1em01a0eBwxKt1WQeqt0Ir3/AMJ/FDQvEpjtmkNjfsP9RPwGP+y3Q/TrXT67oen+IdLksNSt1mgccdmQ+qnsaLjTPm/Rrm0uCiiVM9w3FdF9t0+AfPcwrj/ark/F3gvUfBWqNFOplsZWP2a6Xo49D6N7flWCkx+tTKipO9yVO256HN4m0uA7Q7yN6Iv+NSaN4gh1PU/s8Vu6AIzFmPp7V50HDyqMDpXS+BV3a5cnP3bdj+orKrRjGDZrRk3URzNwXWclSR16HHeqkrFmyevuKs3e0zYIUnr1wetV+VYDJwT0IzW0dhzXvGnYLnUJOc4jHOPpW74bH/FxfDg/6fYf/QqytPXdqdxnn5QOmK2fDi/8XJ8PD0vIf/Qqz+2bNWpn0bcQn+1pZnbgKFQegxzUZ/eMSOg4/GrN84S4kJ7KKghXagz1PJ+tc8viMVsSKuxQuSTisa75vXBGcHFba9/UisOUH7Y/+8aiexpDcj0o/wDE3ZfRSR+NdDnA9K5zTGH9uN/uk10JYHsc+lENgnuOzyBjIpSMigYzSHkn0qyCG4yLaXngrUOj2uxGnI5fhfpVto/OQxN0br9KsKoRABwB0FEY3dx3srDJmCIzZ6CuWuXJZnPJJrfvpMIQK5y4dV461qlcqLsct4tit7vSL2C5TcrQtyexAyCPxxXk/he81DQdTVkikaKRljlVQTnJ4/H0r6D0TRYNVlmkvIVlt1G0o3Ryexrr7WytYY9sVrDGoxwsYHTpVrsZzlrdHDLpWqxRqzWkhyMjHP6Ux9OvpZo/Ms5ztbcPkNegoCZSfSpiKVrjVZo5jTvDgYCW/HHUQ5/mf6VwPx20ET+HdP1a1jUJp8jRSqoxiN8YP4MB+detyuSdq8Cqd/YW2o6bcWV3EJraeMxyxnoymqSM5SctWfOvw18UJbSNod3IqJJ89uzcAt0K59+1ejzPgn1FeN+PPBF34O1owoz3FiyGWGdVOVTdgB/Qg8ZqHTPiDrthCsLzJeQrwFnXJA/3hzUTpX1RpTq20Z7RE272puo6vb6Rah5AzyyHbDCgy8regH+cV5rH8V7lBtbSID6kTH/CsUeOtTF9NqHlQNeScLLICwhX+6i9B/WpVNmkq0eh6zaxppyya/4huIo7jbhdx+S2T+4nqfU9TXnfjT4hT68rafpoeDTs4dzw8/19F9u/euXM2ueLNTSIG71K8c/JGg3Y+gHCj8q9c8EfBUxSR6h4q2MVIZLBGyM/9NGHX6CtYwMJVG9Ecb4A+Gt/4wk+1XDSWekocG4C/NKfSMHr9ela/iT4T6x4feS7tB/aGnoCS8f+sQerL/UZr6Hgt44o0jjREjQbVRBgKOwA7VOdox7VZKdj4kvAX1QoRgKRU44JPrX0r4x+FGi+KHa7tgNP1Lr5sS/JIf8AbX+owa8J8UeDtb8KXWzU7RhCxwlxH80b/Q/0NaqSasZ21uY0MM1zKkFvG0k0jBUReSxPYVJIjx3kUEilJFcKynqDnGKqMwAzkg+uOlXo4VOoWQ81WzInA+opSdkXGN3od1qgx8QtFGcbbi1HP/XUV75eqXu5O3QA/hXgepuf+Fj6Wc4Iu7Qev/LRa+gbof6U5/z0rhXwI6qvxkfbaKwZcNcyZGeTW+BhG55rA2kSOT2yaxmEB+gnM9wCTwMfXmt3PYVgaAwF5dfT+tbu4Fs1UdiZ7ig5bHalcZGOp7UowPevD/iZ8Tb5dSuNC0K5NvFAfLubqI/O791U9gOhI5zWsIczM5Ox23i74m6P4VlazXdf6iBkwwkbYz6O3b6cmvCvE3jLWPFd2JdQuD5SnMdtHkRR/Qdz7nmsEsWJZiSSckk5JNJ3rqVktDIUnpmo3jjYHco/CnMenFJnJpARCIRcr16hs16V4Y+MWqaTbR2uq2y6jCgCrJu2SgDsTjDfjz715wFOcj8qcWxw0TA+q80mk9ylJrY9zHxw0fZzpF/u9N6Y/OsfUPjldurLpujwwns9xKZD+QwK8lLj+4/5Uu49FiP/AAKlyIp1JG/rvjXxB4jBTUNRlkhP/LBPkj/75HX8c1gEhfvn6AdaUCRhhjt9lpyoF6Dn1qrEXGZZjlgAB0FPHXrQwzQBzQIdzxzSik6ilzxQA7OBSbhimE5NN5J4pgS78c9PpXtfw3+K0l1Jb6Dr7FpXIjtrs/xHoFf37A/nXiQQ8ZprSiPBVirDoQeRQB9X+MfD8fifwzeaW3Ejrvhb+7KvKn8+Pxr5XZHikaNxtZCVZT2I4Ir6R+GvipvFPhSKW4fN7bHyJz3YgcN+I/rXknxV8P8A9ieMJbmJCtpqANxHgcBs/OPz5/Gqi+g2cjBa3LwveLBI1tGQjygfKrHoCfU10nw/51W/fsts3865W2BeYoJQq4zhiQK6zwCnlT6u+4Ni2PT8ayrP3GaYdfvEzl7qPfLjcmcdG61WWN1kX5WAz0ByKt3Em2Xb+7YYHysOfzqKIqZ0AjdSWH3DnNUr8pckrm1pa/6fdHnjA561seG1z8TdCHpdRH9ay9HXdeXpIP3sc/jWx4YGfifo3HS4iP61ivjNpL92fRF+ge7bIzjB/SmZx1qa8/4+2+gqB2Cx5xkk4Az1rGW7MI7D1ySc9KxpsrNIw5JJNawMucnaqd+eayb2RULDac9sVnLYuG5X0cMdZdm6lDxXQjkHAxXP6SxGrLu4JQ10eM89qcNgnuIsgKBiOahur+G1aCOVh5tw/lwx55dsZwPoBk+goaeK1WV55FSNFLszHgAdSa8Y0/x3Brfxctr6aQx2MO+3sg5wAGGNx92rRK5B7nGML79zTZZdqnmlSVWiDA8Gs+7m4Iq0VYqXdxkk1kMj3VwkKAl3OBVi4k9uK0vD1mGke8ccJlU9z3NaJCbsjetraOytEgiHyqMfX3qaI/KBTGPyKR0xRG4BpmFxwIViBTi3yE+lRE/McUkz7YfrTSArK26Q81JKwSHHrUES5ORT58dKYHK6mn/FSaVMVBR454HDDIIIVgCD/umuY8aeDfCTrHt0QtrF4xS1hspDCZG7swHAVepbH867XxBaPLp8UkORdRSh4COm/BHPqME5qLQdCkguZdT1KdbvU51CGQJtSKMdERey559SetMRwth8BtF+zQNqGpX7zhB5ohKqm7vtyM4roLD4P+DdPkV/7Olu2H/P1OXH4gYFd+RgCmkc0BYo2WmWmnwiGytLe1jAxthiVP5CtCNABgUmKlUUxhjilAyetOAoXGaQDgABUV3aW1/ayW13BHPDIMPHIoIb86mJGKi3EtgdaQHh/wAQPg8LS1n1Xw2JGiTLy2JOSo7lD3A9K8wtEgOpaag837QblA2cbNuRjHfOc19eyy5bYvQdTXzh4w8PDRPivbwwxkWs88dxCAOArNkj8DmnL4WOL95EmokD4j2GTjF9ajpn+Na+hLo4uXz7Yr55vCG+JFnksANSth8vP8a19CXh2znjJJwBnGa5V/DR01fjGDO057VguWQNgZY9c1t5kOdwUJ6Z5rFvZAp2qp3dBisZhAPD6kTXJblsA4/Gt05VdwGD6ViaE2Lu4B4O0fzrdZTz71UNiZ7mR4q1VtI8I6pqMXEkNs7p9cYH6mvkpySSWYsx5JPc+tfUfxAfHw68Qrn5haMP5V8skk4PSumlsYz3AH1NO61H0NOB5rUgU8Gl6mg805V70APUAChsU00maAFwKUCm5pcmgB/40tMB96WgBePSkzjtQKU9KADtRggUAUtACAetOAA60cCoriURxkmmBHdXPlrhTzVeGNmO5ySahhBmkMjdO1XM/LSGeq/A7UPI1/UbAtxPbrIoz3RsH9G/Su9+LWkjU/A81yADLYSC4B77fusPyI/KvG/hhf8A9n/EDTmPSbfAf+BKf6gV9JXlvFqWmXFpKoaO4haMg9DuGKYHybbhTcHOcY55rsfBXkeX4hkt/M8hYf3fmkbsfN1xxmuRWJ7e8nhlBV4sowIxgg4rrPBI2eH/ABDJ/wBMlH6Gs8R/D+78zbD/AMRHMXWzziDMFIA4ZeKjtoWa8iwsb/OPutgVNdBPPbMxQ8cMmR+dR2duTfw7fJf5x0PFUvhKa946LRl/fXxAH+txj061reFlz8TtL46TRfzFZ+hRsEu32kBpTgnoa1fCoz8TLEjtNF/MVgn77N5L92j6BvG/0tx7Cq+MugPUAmpb9gt2xPoKq/vXyQdm75VyOQO5rKfxM547ExzJJtP3V/U1kXIDztzwM1sJEI0AUkknJJ6msqddpYk8k8VEti47kWnKBqqn1Rq3dwXIzgCsLTedWU9tjVhfEvxsfDGnCzsCP7SuEJU9fKTu2PX0qqab0RM9zn/i74uSGP8A4R6ykHnSAG7YH7q9Qn1PevEJnaOQMhww6EVdu5pJp3mmkaV5GLM7HJYnuTWfM3NdkY2Vjmbu7nrXgn4vfZ7eLTdfLfKNqXQ547b/APGvUU1W1v7dZ7aeOaN+Q6MCDXyaxq3YarqGmvmyvJrfPXy2wD+FLkRpGpbc+ltVv7bTrKa9upBFbwrudz2H9TXX20v2ezhWGFXi2AqytyQRnP618taJba5471220iW/uZkdt0rOxKxRj7zY6fT3r6hgjis7KC1hJEUEaxJk5JVRgZ/AU2tAcrmnDIJoFYdCOlGdrVXsZA1oDnuw/WpHcbgO9CRBJn5qhumPAFDNhh2ryq0+KNwvxNvNC1mBLOw8w20OfvRyDozHuH/TimB6nAMLnNMkYGQA9M1KDhcdMdaryqzpIExvKnb9cUwOJubw6rrMbCSSSSCfKRrJsVB/f4+9x0HTmu+ijIRSeuOaztO0fTrUKtraRIEIJYJjkDjGenOTxWx91cUgGHrSY96UDmn4BpgMReanXpTVGKcKAA9KaODTmpD0pAMY8UzcI4mc9eg+tKxOcetRzMHlWMdEpoTGoMLz16mvM/ifZE+JPCl4uebhoWI79GH9a9OYgVyfjq0FxaaNNjmDU42/NWFFT4GOn8SPIZz/AMXGtSwf/kKwD5O3zr19q+hbnBvmPdV4/Gvnl1MvxEtSFdv+JtETtOMYkWvoK8WQ3jgPgORyOoAFcr/ho6qvxjOZWLMeFzj/ABrHlUNIxzwK2vLEce1Dxg9ax5l2A569axkER2jqBeXHfKD+dbIfjBOB0FY2i83txnpsH862MgN8wwo6GqjsKe5keJdLXVPD+pWXe5t2jH1I4/XFfJLK0ZKOCHU7WB7EcEV9lXBzbsV5r5Q8aWX9n+NdZtgMAXTOB6BsMP5100tjCZhDmnL7Um0+lOUetakD1XPWn5xwBSA0UAIc0mDTutMJxQAHNLmmiigB4+lAxSA5paAFBx2pTilFJ60AGaTcc0EUlADmb3rOvHaSZYh0q6TxzVKP95M8h9cCgCRFCqABjFScAZPFGOKiO6ToPl9fWgDb8J3os/FulXZH7uK7jLE+hbB/nX1ig2jA6CvjuFzC6yY5Qhh+BzX19Zyi4sYJlPEkauD65AP9aBnzh40W5tPH2uxPKzYnLgnGSGwR/OtLwo7t4R192Ytwo5+hpPilB5PxF1Fv+ekEMn5pj+lP8Ljb4C1xv70ir+gqMR8C+Rrh/jucxNIiTOGedef7gZadZCCS/gIlgOG/iQg/lTbiJvOdwLlQT1XkUmnSH+1IczdD3j5otobX1Ou0x4pNMj8oj5dwYehyas+D1z8SLY/3Zov5is3w8p/s1z6ysf5VpeDOfiJE2elzGP8Ax4VzrSTN5u8Ee9Xy7r8+wB/Sowu6fPPyjj61ZuwoumJ9BUCY2nnknJpS+JnGthwzk1iXO7zZDn2rcHTrWPdZ8x8YAB5qJlw3M8ahb6R9p1C6bbDbwM7/AIdvxPFfPniDXLnX9an1K6PzykkL2Veyj2Art/ilrm2WPR7eT5cCScDv/dH9a5/4d+FT4r8XQwTKTY2wE90R3UHhf+BHj6ZrooQsrsyqu7sZGo+GdZ0vRbHVL6yaOxvVzBL147Bv7pI5Getc/IOua+0L2ws9R0+Swu7aKa0kTY8Lj5SPTFfP/jn4Q6hozS32hLJf2HLGDrNCP/Zx7jn2rcyPKSOKRRz7U91IYqRgg4IPUH0NbvgzQX8Q+KLSyCFoFYS3BAyFjXk5+vT8aBHtHwn0e20Dw2J7iIG+1DEshPVE/hTP6n3Nd84RhmKTB/ut/jWUscYHCADsB2FQSXLw8BuD61TjoM6PSg4sVEgw29u+e9Tk5cVV0Z/M0yFj/Fk/rVpv9bUgLIcV4p8bPCp3QeJ7aP0gvAP/ABx//Zfyr2pvmNRX2m22q6bcWF5GJLe4jMci+oP9aAPPfhR48PiDThouoy51O1T927HmeMd/dl7/AJ16aiY5/nXyfrGnan4A8ZNDHK0d3ZSiS3nA++v8Le4I4I+or6S8GeK7TxfoEWoW+1Jh8lzADzFJ3H0PUH0oA6RRnmjHOTSjpSMMGgY2pBzTSVVSzEBQMknoKZbXUF5bpcW00c0L8pJGwZW5xwRQBKabnBoqJpQD0oAlJprt8tMEoakdgFz2p2FcjWX94xPRBmlgGQXbqeaqQHzgQuSHbNXZ2EMQWgBjNlqyvEcQl0Vif4J43H1B/wDr1oR5YZqHV486JL/vKf1pVdIMqn8aPn1VMvj+yIUtjV4zw2MfvB+dfRVwpN/K5zxgD8q+c7eMy+O7AhUbGqo3zNjH70dK+kLnHnOM9+a5n8COip8ZD/CfpWDNuJf3NbxB2nmsSfO4novPNYyCI/RQPPuT2wK1JQTGfes/Rgoe55zkitUgEctgCnHYUtyNARAFOOtfPXxo0d9P8ZQXwXEV9bjB9WT5T+hWvoaQgoFU98ivA/jjqiT+INP01XDNaQGST/ZZyMD8gD+NdVLYxnueYjkUd+Kb1NL2rQgkWlzzUanIp4oAdzTDUmeM1GaAG9KO9B6UA8UAPXilzgUzNOoAcD3wKY7YoPFNY5HFAD92RSEkCokbaakY0ARzSbYmNRW67YRnr1pLg5VV/vNUkamQ8g7B19/agBQnmjJz5f8AOn7ckn06U89cU4c/hQBEEc5yMCvqvwpcef4R0iUnlrOLJ/4CBXy0SMd6+l/h5IbnwDosg5Atwp/4CSP6UDPLPi2uPHc7Y62UH8mqPQPk+Hmpt/euAP8A0GrvxgUf8JfG4I+ayQH8Gaq2jrt+Gl2f713j9RWdb4F6m2H+M5KVJ/OkMYuFBY8o4I/Kn6c9x/aKB5JCMHPyDPSmy2UhZn+zggk8pJg07To5lvvuT4CMeWyBxVaWNdbnTeHFzo493atLwIm7xxv7C7jH/j1UfDoxo0eeMsx/WtDwDz4sDDvexjP/AAKuX7UjafwI9v1AXX2xvKaIJgY3KSen1qssN4eZJUC+ip/9etK8Um6Y9sCq7EkEdqJr3mcsdiIqHbAZuOMg1FJ9lihlmkRfLjUu7NzwOT1qZM7jGvHUsa4zx9rslj4X1iExGIeQYkb1LED/ABqLq6T6g3Y8K17Un1nX7u+KHNxMWRFHQZwoA/Kvo74a+Ev+ET8LRpcIBqN2RPdf7Jxwn/AR+ua8l+D3hYa94n/tO4j3WOmYfBHDTfwD8PvflX0PI2K74roc7Bnx6VVmkOOD+VJLL15qpJJk9atIVzn9Y8J6FrlwZtQ0Wxnl7ymLa5+pXBP41Y07RdP0e0eDS9Pt7OJj8wgjA3H3PU1oPJtBJNT24JgDEfe5wfSqEUXhZl4GAK5/Wrj7MhROZegHXH/166e9uljTyoF3THoPT3NZcFikbebKPMmPJY9vpWFSsomsYNmx4dVxoVmHB3+UC2euTWm49qSyQR2iDH8Ip+MmmtUQJGueTUwXA4oVfanHpTA83+Lvg0+IvD/9pWkW7UtPUuoUcyRdWX6jqPoa8T8EeL7rwbr6X0O6S1kwl1ADxIme3+0Oo/KvrE9a+bfix4KHhnX/ALdaRbdMv2LpjpFJ1ZPp3FAH0dpuoWuq6bb39lMs1tOgkjcdwf61geLfH2h+EIT9un828IzHZwkGRvc/3R7mvG9In8ceEvAt49jdWkVo8a3UkRmBurRGON4Q/dDZB/WvNZ55bmeSeeV5ZpDueR2yzH1JNAWOw8XfEvXfFrPDJMbPT88WkDEAj/aPVv5e1eh/AzxMJrC78Nzv+8tz9otgT1Rj8yj6Hn8a8z8MfD3xF4qKyWln5Fmet1c5RPw7t+Fe1eDvhXpfhO6h1Jrme81NAdsp+REyMHCjr+OaAPQN3bNQOBk5pNxBwaWaN2UMnbtTSAqlyknXinXt4kdqWzyB+tQSBlPzVTujvubK3H/LWQsfQBRkk/pTYGxZqttarLJwccD1NM+e5kLsMLUojMxBYYQcAVNtwMAcUrgRgYwABiodbIj0V1PViP51eji/jboKxfEtzm0ABO3eB9etRVd4P0Lp/Gj5+tGB8b6bkREnU4yN55/1o6e9fRd4k5vnJdRDkYG056etfOOmlW8ZaUWkiUnUIiA4yT+9HSvpS9ybiQduP5VjL4Eb1PjKm0SE/M4+hpq29u45iVvduSakjGSUA+VevufSqNpqgmupIJUELqcID/F/niudyUXqSX1ihjGI4lUey08AgcKABVG71BbVfNZSyKRkgZ61ztwNVluDMt+EQsSp3MeCeAAMCpnVUSZSSOpvbqOzs5bmY7YYUaSQ56KoJNfIeuatPr2t3uqXJPmXUpkwf4R2H4DA/CvePHviV0+Huqo0mHkVLRWwQXZ+uM/7IY188ZrsoO8LkSd2SZHSl7U1e1PGMVsQKvB5p681FgVJGKAJDTacelNP0oAYe/6U0DNP71EwNAEg4p1R+nrUg6UAITTSBQ/3qbk0AJigmjv7Uh4NAFecnzUAHPYVaQeXEFzz1qFWQXQ3ddvy/WnOfegZLvBPpUysAKz2JB700Sv2oA0SQe/PtX0D8G79rjwM9ux/49bqRF9lIDD+Zr5xRnYjBr2T4IXU0j61pqk/OsMw56clSfyIoAg+LNvKNctbtx8txbHb7AOQP0x+dQacNnwyP+1ef1FdP8bLYR2ujSoCCDLFn2wpFczbkr8NbYc5a7J/U1lXfur1N8P8bOOdQSx+zRNknlZME0/TwPtUn7qRcROeZM44qJ44SSRJaOSem3BpsGyKcghEOCMqc8VdtByny6s7XQRjQ4DnGd386v8Aw8Xd4jjY/wDP9H/Oubsbl7eONcqUAJ56Cug+Hc27W7XaMb75D+tczi1dm0avPH5HuOqXBS68pD+8cD8B3NRIsjopGUUc4PU1JfR/6fIRjL7QT7YpxXAOPSpn8TOeOwyEEFie5rz74tY1Hwu9nZkTXcl1FGsaDJZmbAH616BKrG2YRk78cYNYkEVtbzQyTK7zJMJCpjJ2YPqO/OazbtJEzuaPgrwxF4Q8LWumLtM4HmXEg/jlP3j9Ow9hWrPIAOtPkukCAbqzJJZJ2IjUtXppGLY2WXJPIqo83Y1NNCIcG5uI489FHLH8KgNxBCGMMYU4/wBZKeR7+gqr2EIoZ7pEPG3DOD2HbP1qDUdcJuIrO34eUlA4GVUgZwSP5Vhal4hjML2mlThpQ+Z5SD8w/iwf6/lWDH5NjeGKOe3dvNIxHIxlUt03Dp7Z965auIXwwGkdcun3Q1SKR7qRoVTcy54LZ6fTFW5JZBKygBl28ADnNIbhYYvmDcYHqc1JCCz5ZSCxHB61xxWup1qPKjqIk2woD2A/lUiqMdKdGPkH0qKe4gtIGnuZ44YV5aSVgqj8TXpHItyY8CmlgFJYgAckntXnXiL4zeG9KV4tPaTVbgcAQfLGD7uev4A1494m+IXiDxYzQ3Nz9ns2Py2ltlUP17sfr+VA2ez+J/i34d0AyQWkh1S8U48u3OI1P+0/T8s14d4p8d614svY5dQmCW8Lh4rWPiNMe3c+5rR0D4XeKfECpIlgLO1PSa8PljHsv3j+VeteF/gzoWhslzqR/tW8XkeauIkPsnf8c0Aea+IfFGheRq99p1xPd3+tRtGYLi18r7LG+1nJb/lpyoC9gKxfh3q3hzSvEKv4k05LiF8CK5kywt29SnQj37V7T8TPh3H4r0wXenoiataJiID5RMg/5Zn+np0r5qljkgmeKWN45Y2KujjBUjqCPWgD7OililgjkgdXiZQUZCCpXsRjjFSAZFfNnw8+Jd14TdNP1AvcaKx+6OWtz/eX29V/Kvo21uY7m3inibfFKodGwRkEZHWmArxknIp0TkcEVMSBWfc3aRNgdaaETzxI689azYomk1EKvIjTk/U9P0qtcag4BycCp9EnIMkxzmVs59hwKGO5vLGcDjHFPCqvJPNRK8kh/wBnvSs4zUhcJ5dqE5wK4/xRdAi0iXq5kf8AAL/9eurliNyuA2AK878V3ITxVDZK3+p0+aVvqzAD9AaitZU2aUdaiPI9LnK+L9FXcoDX0Ocpkn96vftX0zerIbxmBwi9h1PFfM+iKH8WaMRIVxewcAZz+8Wvpu8/18hzx6fhWVT4DWfxleDciLkgHqa5rxCEu7mBre5O+NjuMLAEc10F2kjWhEOS2MYHUiuYv7aOPTH8tp5ZwpYrHGR7Yz2+tcVVt2ijKd2WfIaPdDdXcflscxx7tzYx34/Wsy6nQQSmGQlI12oz/wARA64rh9O1q8mvZ5JnkhAcjbkkRgdR6niunsEu763SLT4YJrTaoleU4IY9x3zgnp+NZVKTdkZrU8s+I3iG41PULazkYhbeJWkUfdMhHX8v51xIHWtvxHsl8Q6iF+4s7KPoDgfyrG2bRxXr01aCRTdwQ5/CpBnGKiQ8kVKBx1qyRMVKlRbSamQcdaAF9jTe9PI4ptACEUxhUlMYUANHNSCox1qRRmgBHXIphqcqQOlQsOaAIz1pc8YpD0oHWgClcEi4z6AVKjFx1qK6/wBefoKbFJtOCaQy4I89akWAdcUQsjDO4CrIC4GDTERhQo4FelfA+8SDx3NbswH2mydV9ypDfyzXmzsFB5FWtB1WXS9dtbu3naKRGK70OCAwKn9DRsXTjzyUe57h8adSsZdHtLBJN12lyJCF/hXaQcn8uK437nw703GcNcMf1NZviOOW5sUcbndX3E8knPFaFwSngDRVPBMjk/ma55y5oxfmejXwqwuIdNO9kcVLMZSSZIAen3cUy2l3ebG20sVIBHcVcELbSfPXHvFVxNSgggxtUMeMgYBrfm00OCouxZgiYaRCCMMF5zW58O38vxNYocfNdp3/ANoVz7u+9yxDKV3Ie2K0vBbSnxd4fyf+X+PJ7n5x+lRy33JU+V7H0TehjqTsq8qoAyeOlRubnbkRxn/gVRatHKb6RgDtwOcgDpVPyJ9u75gPUMP8a8+pOSm9GdlOmnFaoutLdoNot0J9A9QXN5qNsm5rSAxA84kOaqmN3BVpWx3w1Vvs07hJFLPFnP3+3uKjnl2ZapxvuirrF5qNgJJWhZ4ASflGePXPTFY8vigRPCpFyWmxsC98130qJNZPFwVeMqR9RXEWmnm3srItbJ/aAlZYWlQs0a8np9K6frE6aRx+wcpWREPEEcSxyiCR2d9nzfXH481FdXA1JjZ3kzj5GYbOEJU9x69BUs5nZ0L28BUybQGt8AZPJ5/Oo7C4n1C52+TDbsJ2jDmFc8dWxjvxWUq9Sa1K9gv5l+Jj3E1ml1b3CRt5eHjlVRw8m0jHucjj61W0myS51yKZk3GVFac5Od2Tn6dK29VSS2tAZETa0hlWNI1XcVP3uneq3h65gilFvGjec5cyMTwpH/1jQp6aEzp8klF6nYwu0su58rEnbGdxq7AQ9whUcb+CazzzLZQGZ1Vk3EK+3dk1Jd2TzW97BayHzXhaOMmYkqzKQPpz3pUZ800kdVWCjDmZyXjb4zGxnl0zw0sUjxEpJfSrlAw6hB3x6nivMxB4w8c3gdo9U1NyeGcN5a/nhQK908G/C3Q/DdlDJc20WoaiFBkuLhQwVvRFPAHv1rukUKoVQAo6AdBXqHnHg+ifAjVbspJreoQ2UfeK3/eyfTP3R+teoeHvh74c8MBXsdPSS5H/AC83H7yT8CeB+AFdaMUhx6UDGg+vNL+NIVFGKBgfT19q8s+KPwzXXY5Nc0eEf2ogzNCvH2lR3H+2P1r1ZQaUKBSuB438OfhEtj5Os+Iole64eCzblYvQv6t7dBXr3kADJqYkKMk1n3t5tBVTzTV2IhvbrZlEPNZoRmO5jk1IAztubk0+QCOPPervYDHvgOeeB1rW8ORk2Kbx82Bn2zz/AFrKv1RYd0jYU8MfYnH9a6hLb7PCsMK4jUAAjv8AWkwJJbhIhsTn6VUabPOTVhbXIyxNL9jXsTSArxXBRuTx71y+vaDHc69cX5N432i2EYEZQoo6cAnOa7D7AGrG1eKJpVgMkw8sAgoQOa58VJKBtQvzaHnum/D+2ttYsLhJdUUxXET4eGMg7WB5IbpXql+0/wBpfZEGXj+LrWRbv/pcQEj4LrwfrVrVBONQlZTIF4xjp0Fcbqt0776nS4fvNew5p7lSFFrkn/bqCW+vY5I4pLNFRztDiXOD9MVUYSyRkmeRR1yDUUKXBu4mlMjxg9SSR1HNZ+0l5l+zjrscbrmnNZ3f2mS3MaO37xQvHU8ntVX/AISO18N6Vc28Vs7SBDJIS2F2r0/PgfjXpeuW4u9Eu4AC+6MkKoySRyMV5F8S7eKz8KwLHEEv7pY0mck5KjnB9ORWy+NJ9TiVJ62PJftX2ieSWQgO7Fm+pOaCozuyCDVL7DKM7mAPYA5NRtDcx5wHI9q9EyLeFEgweT1qUdKzoTILhSwbr3FaYPFADe/vUwHHSowAT71KfbrQAUwinfSmnmgAAprdKeBSNigCIDDe1PU801ulKpoAmHNRSLUyHIFMlGRwKAKrGhTQwA6ikWgCndD9+fwqEAk4HWrV2MknHOf6VHCqnIaNmJ5GOopDBbaU8jA/GrCLLD958j0qLCZ4kkQ/7QpcOelwh9ATimBPtklOBT4rRVYM5JbPFQLNdRjJiJHqBT47vzJFBJGT19KHsVT+NHr/AIb0tfEbXKh7kR2qDLW+NzMTgAZ49TXS3/hCC50uztWfVQISSD9nRjz64aqvwusrWz0qdo9U8+4mKvJGqkFBzg4zyD613exRO8guZiGH3WHA/WvLlUcZWvsexi6k6lXmlHyPMZfhwko2rqd+nOfn08/0aq8vwwdwf+Jz26tYSD+Wa9YLuQQJR+K0yRmETbvLPp8vNH1qa6nI8PGW6PBvENlNoOoNpkk0crRxr86KQDkZxzWt4FjLeI9GYDDx30QcEYONwOas+LNOuNQ8T3ssVrLIFIAKoTnatVPD8c1p8QdFidXhdtQgyjDGRkV3QlzRRwTi1NnqvirxVp2meILqzuprktsQmMIrJyue9YR8Z+HGG3bMB/uoP61L46tdN1HxzFbPaRmdI907PEP3g8o7RnvjFanhnw5o8eiWK3en2vnvGWdpLZSzHPXkfSsZWuzrXuwTZys2r+FHlaULeK5/iS42Z/JhUI8U6LAPLiuNSVf+v7p/49Xpg0PRgxSOy0/zF7CBBx27U9tHskSRf7PtUDDAPkL8p/LkUg512PILzW9InbcbjU27jN6T/I122oSyWNppht5HR0jyCxy3I5yT1+tdVZ2KW1osb29uGTIykYAKjp+lcxrSRz6xAZHYRwkb0Cghxg8H061zYiSdkdWH3bsZcuuaizhWvZyPXdgVUe7uSMfaJiT1+c8/rW3Ld2EKAR6dG4YY5Gf6Vh6dZ2ehXktzaLIJ3UqWlmeXA6/dJxWKce50K/SJXm1ibTkR1006g0uRtZHfbz146VlyeNpobwwjRIYJuBt2OCufbNdtbG/a0nubeBZS3RAwTcwHAx2rkdA8IazN4kF9q9o65l8x2LKQxz7HoK7KTh7O8jirczqaI7mZpW1i1xFMypsVvLTIU4HX0HWujCBZgcDLP1FcvNBcTa2J45wsayDK78bvmrrnjKsuezAVGBipTch42TjBRNyLmOlWmwn92KeOtemeYh4FGKUUUFDdvNKB7U760hIHekAo+lNkkCDrioZrpUB5rLnuGlzyQPSmlcLk11eliVTpVFVaRsmpFjLVOsYUdqvbYkaECiq0nzN7CrUnoKYEy4HpzUsZz3iCGWeCOCNkDNImdxIG0MCf5V2sEgYsjdjxXE6xLZnUlS5nZHjO9EWRlJOe4HX6GusQM0px1zUJtyaKkrJGj5YprOkS5JpFZggB61WmtpJckmqERXOpqo2p1rnmkYBZL2TdJNI21o1OPUDHPYda1b+0aCymlQZdFyM9KzngadLYlwpjBbGOCSMVxY17ROvCpasdbrb/AGqEidwd68NH15+lYnirX9HtdeurO7WYyrt3lEGOVBHOfSt+C3lW4iO+MgOuQQQetR6t4b0PUNcmnvNPspbiQKWeWIMxwABnP4VlQXuO/cqtJKaPOZNR8MqXkVdSjZjklZyoJ9cbsVH/AMJRo6L5aXuqqo/6fP8A7KvRV8KaCCTFo+nMRwyrChI/Smz+HdMa3khi02xR2+4TbqPwPHWtXYlSTex5YdU0u5vo1W91RpGcKu68Ock4HRqrfGbzF+wxLIVRTtY8nov869lj0+1S3Qtp9rHKFBbbCvyn2OK8e+Kssvlo0cTSK9xtc7RhMZxz6n+lQmnWijS37qTseRsyooR4Wwehxz+JNNAX+CSdR6YBq20wyeYlPTBOf5VGSH4zbt7dK9A4CuGckASq3sVwatgZ5qtNbuB8gIJ6fNkVZTO0Z60CHoPmp2M0iHBJ9qAeTQAYxRjNITnrSUAOwelIc0oPBoNAETcmk6GnNUfGeKALMbD8aewyOagjarCnK80wKcwIJNRKee9WZVx2qsRgmkATJvwTgbgaqq72xBC8gkbqss+XRT2BNAmlSQhEVkPrigYJfT7eYNw+lS72mjyLYYJ5KYP6Uo6B/s8kf+1Ec1GZW3c3JwezqVP50wACFD/rHiP0K/8A1qmt4Y2vUm3pIoIZk9aj3Tn/AFbpMv8AdLA1EDbrLl1kgcHlRS0ZUZOLTR7N4A3XGqQSWUo3OHEhkT+AEbhge+MV6jvtWmeMzOjodrDYSAevXFef/CKGNtIiuvs+JiZAZDn5kLZXj8K9DW1kDyuJEPmOX5yK8nEK07Hs1cR7dqb0dkJ5UBGVvox/vL/9emLamWTAvbZlB5Cqc/zNOeK7XJEMchAOAJsZ/MVXT7dNKiz6T5SdS/no4H4DmseXrYyT8xX0m4y2INOkySfmZwT+lNstKu49YtJ20jTQElH71JyWQZ5IBT+tcBeaF4li1W5ltYdQhgZmZVSctnqeOf0rR8L3PiSHUdPS+hvlU3UaP5u/lSwyT2xXVFNWaZzy1umbfi06XJ4zEN3p979qaNBHPHJtVwFJ457cg1rvqEbzpvWYM0Xy9MEVS8ZQNL400pkjZlVH3kDIX5DjPpUtrZS6lpdnKYStxEuHQgBjjg1U1ebsyW7U07DLh7RLx3ku5o3IVyuzIAB+lXUvU+YQ6mUbk7WHTj0rL1Hwxc3MkcsFxLEVjaNkJ2kg9/rmo5NEv5YVDXDeb5ak7wOoP0o9nLuZ+0jbY6CC985fLe6tZyRyUGD+VcxNJBPfXI89UZZApBI4HrT9E0jVNMvJ5b25WS3CN5Q6kZ59PrXMXeh6xLq8l0Ri2uH2/Iu47ccE/rWXs+eo0+h0RqunT5o9TrAdEt2WOe7dy2ewUZHbrTxHZTSolpB5kDRs8s/OFIHAHY5rk/8AhGbi6hGboGUNkZGDke3bP9K7Wz017Hw8yICZQm9lxyR/XFVOjFR0RMMRNzV2ec65pHiTVr5ItP0+6jtQ/wAsoYKG5+9nPSuz8PaNqGllIrhpWhhBy0j534HXBPc1dsNWLxLHbX1jcBQAoRhn9G/pV6O8v5VlS5FssZjYjy2bdnt14pSnF0+UpRlz3G2GlyTyQTEp5RO9ueeua3JBkRn+82axfDs15NaXD3LpsjkMESpnBX15744NbzDJQDsa7cHBRp3XU5cXJyqWfQ0YOlT96rQnFWD1rdnOh2aR32rkCkIyKaMOCpoHcTzs9eKrz3O0YBpZPkzVM5dqaC5E7NIxyTTkiOckVOsQHapNoxVCGAYHams3antj1pgXJpXAZgk806IZZm9KCMnA5qWQrbWcsz8KiF2PsBmpZSPJPEniHS5PE0lq1m7XKXCwicT7QeQMY/GvZI4vKJYjLHtXzdp0UV94utrlo4y094HJwCTl819NAK3IpJWLm72RCS5OQKkWTj5hin7BRsFMzKl9CtzY3EQbl42UH04rmXvrW2lkSaZUEMYZ2cEKq46k9K6ufbDDI2cHacVxmqaLY6xbTWl4shimIMgSQrux0Bx29q4MVa6TO3C3sy9Yarpt5PELXULWYlhgRyqxP4ZpNTuo1124jPmhwq9BxjA6fnWb4d8IaT4fvRLp6OkjlV3O28gZ6DPTNaOvaa1zqpuET7o2uy9QMdaUUnF8j6k1G1K8l0MoSWkF0xGoyK6y7mR16EjgZxV77czQsItWQbevmKCBz3rD1Dw9qBu5bq1un8to1JXIyGByODTLvRb6cOyTjfgbiVAxlcen0ocJLqS6kex04uRLEyma3kAHJjJzXj3xLuQ3hyIpam4inuiXnIO2Er0HHQnJHPoa7vQ7TU7CyvG1RkMgG1SuM4HqR+FeWeMdL1G2sy97hYnuPNRF6Eknjj25pUYXrNvoazly0bLqcAJJyuFt2C/UUxpEBAmhK59RV9iF5ZgB6mmgo4+Uhvoc16JxFB0gKbopNuOoBqWAhogQc1DfW6gb0GD3A70WT7o2Ho1AFwHr9aAcUnYUv4UCEooooAUcinEUzJBpxP5UARP0qOpX6Go+1ACg4NTxtVXJzUqMc0AWXUMOapywOGyo4q2GBHNRTTFUJHQUAU40aW6ZR2GCe1SvZuZMBYivZjk1BbSKMhh1JYnGfpV5LiLoAPp0oGMWCeL/AFXk/wDAQRTXubpRiSDcO+OatqyuMqeR19qGZuRgZpiM7z4pHCvalT229a7DwL4YHirWkjlDLp8HzTzk4K5BCqD3JOOPQGtT4e+CpfEz3d5OrRWsMbRRygcGY4x+A7/Wr+mQXCX7WTgRX1p8oKnBwDjDDuPepk1FXZSV3Y7vwX/aFtLqNpd5Ntp2YEm8oKHcH5sEdQBj866pNV05EjMl9bReaMx+bIE3j2zjNZfhtprrTrsXB3IZmQEDaWHc59z3qDV/Auk6/dpd3j3XmogSPbN8qKOgCkEV5c5RnUblsejGLjDQ6pGjmXMbo6+qEEVOAo6r29KzbLTo7CwisrMpDDEu1QUz+J55NDW92GIaWEpg4ZQytmo0WwtXozQ8uIjOylt41W4j2g/fB4rg/wCzPGdpeGSHVDcQZOIvPA4xx94etaWjf8JfHd6ZHezW8qCf/TH2L8ydtuO+cVpyRTTuTd2aNLxDqNlba4La4jfzZsCMeQW34XJwR1/+tUdoba9hS4tVZkyQsiBl6cHFebfGTxjeaZ41jsbFY43tokk80jccsvofauGsfid4r0+2W3ttQRYlJIBhU9Tk1rLCuUnK5CxCUFE+j2mvrdC6SsUHJEjZwPxpLXWLuSC5kkZGWMZUJjGc8jNeCQfGLxOAY7z7LdQtwymPYSPqK7nwn440jWNIuNNMot55jI7xSkAnPPB6Gj2VWD30Fz05R21O7ubl545ncYG04Hpx3rmxrOtsIbW0y7/wRtEckDuOe1bEWoDUVnj2orIhztGCR71htqdqniS1LSS+Utu6HeckH0B9K54KXtHqdLcPZLQ0IrzxIb2OG8t7PeehZyDjr2zT9M8b2+qavc6XBEBLbyrGZlxsye49uDWF4u1hbPRLi/06ViQmxG35IJ4OD7Zrlfh3aRW9tJdyXAa8uZSHh3fcQdMj1JzXTFvklLsc8oJzjG26F+JGhPpmqQatZxJCC+N8IwN4OQRjpnr+Brv/AA3ewanosGoRBfOmh2y4678/MD+P86PFml2Wo6bd2bkid4g8RZjgMBleP0/Gub+EAvJTf27xn7HFIrBj2k7r+WDW1va07dTBN05XPT4LZbO2hgRQNoLNjux6mplb5h1q0yBu3QVEY8NxXVFKKsjCT5m2y1G/Srg5A5zWenFXIJOMHmkwRKTiomO1vrUp5qN1FIYMiyrzTBAE6AUoYqakVgaYEWzPUUpg44qbK0hcCi4FQwMDnFIIWJxVtTuzxSllHekxkKQLHz3rnPGeuwaXpMvmgsjLh1AycHjGPet+6uljjJzjFcXeyT3Be6RVZ2f5Q/QAVnUkowcmXSjzTSOP8P3NjrHiXT4LLQpEPnBjMUwEA5z09q9tMsNugEkirj+8ea53w1Y3ps3ubpxHJISE2kthfUZ9a6FIIoVyqAnuxGSfxrOgmoXZpiJJzsug43UQTfklfUClSaKdf3cit9DXi3xN+LIgEmi+F7pluVbFxexYwuOqIe59T2rzjwb8QtT8M615tzPPc2kz7rhHcsSe7rnv/OtzBn01rl0tpBHvl27myenIHb88Vxd14ttdOCteQzIGYr8mG7nn9Kg1Px1oOr63o9tBdR3cs1vJJHs52tkEA+hODx7VynjBjIY0WGdzkFljQsV474rzqycq6jLY9GhZUXKO53OneNdFur+3iS6ZZJJVRQ6EZJIAFdDqEbjVpJY2mR+BuQkA8D868I0Hyh4k0oMkyH7bDjfGRzvFe4atrcdtq9xbsjApt+YgYOQD/WtZ0YxhaLOdVJOV5Ic97fWw3MVkX1cAURaxK9mZpokYBwo8sA5B9zWPeayl7EYEYEffOD0Aqjpd6jeHbWMgBbZ0myT1bcSB/OsU5qVrmjjBx5uU1dRuHksJnYAHHAHOOa4TxTHqPjO70zSJJVgtkZp5pAh3DAAAwe5ycV2pvY7+zmkVUUIQGEft/WsOxuY7jxHessjNwm1n+8R35rOlKUZydzeSg4RVi/4d8DeHtIAMGmxSyDrNcjzXJ+p4H4AVZ13wl4f1OAx3WkWhz/FHGEYfQrgitq14UemaZfnj8K6FJ7kci7Hzl488Et4YAurWVptOlbaN/LRN1AJ7g9jXI2ihclcgMAcE1638W9SEeiw6aOXupA2PQKc5rymKPbj2GK66bbV2cNVJSsiXsPpRQT/KkzWhmLRRmigAA9acSfSm5paAGP0qFu9WDzUTJk0ARU9HprKV5waapycGgC1niqV0x2gE9Tiri9KoysJroIThR1xzQBc062Uw+a4+8ePpVmS0hfOUz9DW1c+GNd0ywS5udGuobYqCHKggD3x0/GsndlcqQfcGkmmU00UZLV48NFIxxyATyKW3u2kkWKRRuZgNxbaB9fb3qyWycHj0qjcoF/eDgimI+mPDiS+FfAunxWrQXyqCZjCcq7uxO5T3HIH4VXfQJbzUn1X9xb3E8W2X5WJJzx2GcD+deZfDfxrNDHNoF1M32WaFlhIPzRsem0/Ug/hWQ2paxb3Vxb3upXQLHyZFlmYkEHnqeOnasatOdRWi7GtKcY/Ej3SymbRNPFvLL9rkMxbKKF2qTx+VV/8AhOdIineCczxupwT5eR+YrP0iCOx8L2UTROsjQ73dhz68n8a871Wa3OqXBdpM7sZxwa8+jTVSpKMuh6FaThTTj1PX4vGuhEZOqW6Af89CVx+dbVpqthfcQ3dvKcZxHKrHHrXzrc/Z5rZkScBmIHSu+8H2BtpBP5Zy1i4yF5PStatCNNXTMqc3Pc9XDIehH5U+JUN1Ee+4V4XDo/ja4u5jZ2t5FGXJRpG8sAZ9zXpegWOr2y6bHeakolRk85d5cvzyM1Eo8jWqYXUkzxn43n/i6moZ/wCeEH/osV5+DmvQPjeP+Lp6gP8AphB/6LFed5xXqHnkwOaXoc55FRhqeDmgDpvD/jrW/D9wZI7g3MRXYYbhiwx7elbmnXfhbXrqSXUprm1uZXLFJpj5fPOFI/ka8+pQc8Vm6avdaMtVHaz2PbPJ8PQ+H4rZrmJNKMhxI2WVmznGfrVvQtF0m11H7Vpb28sboVLxXAbg8/crx3T9evdPiWBXWa1Vt32eUbkz9O1dvo/xD0W3IabS5LWdR1gVWB/kcVzVKM1FpPc6I1oykr9DR8Sy+JZ9fMn9n6jIuRDA8UICMg4XkZ/M17D4c0VNC0qO1VMSffmb+9IeWP5/yrz/AMJ/ELQNR8T29qLyeIyZKrMNiF+MDk17F5Yfkd66KLfKuZHPWtzWiVsg0jCp3iK81GQT2rYyIwMU5SVOaeFpCOKAJlmGOtNecHvVcik25ppAPaZfWhZfeoTHSbCO9OwaloTE0eZk8mqoYr1oLkmiwFv7RtGOKia4OSahDHmo5m2RsxPAqXYDO1S5aQiBTy/H4Vha94j0nwvaw/2gzSO3KWsWDI4/HoPc1DrfiK30TT7jVbgB5GJS2hzjzG/w7mvCtV1S61bUJr27lMk0rEs39B6CoklJWZcZOLuj3vQfjN4c1G5S0u4p9MZiFR5yGjPoNw6fjXJfFP4oyTzT+HtAn2QJ8l3dRnlz3RCO3qfwryBj1quTskxn5WP5GmkTcGAPsR0qJl3qexFSNTUV5Z0jiRnkdgqqoyST0AHc1Qyx4ctLq68TWAsgftAmVvl7YOSfyr6EhaCOaWW4zFI/8W4oce9Yfw/8Dnw3bSajdhDqc67SM5EK/wB0e/qa6yV0kBWcJIO4KBv514+LrQlNJPY9XC0pRg79R1jFF/aVtIGkdPMXBZ9wzmsLxrqur23jG9i0/wAPG6CeXi5eTCtlFPp26VuWNlYm/t3jtjGwlU7oyV5yD0HBqn4um8RjxNdx6bpayQfJtmeQKCdgzWuGs4Pr6mOJTU1fTQwtJvNak+2Sanp1raQLbsymIksW9/asqG38VGxkt47mzhhk2GJxEd6KDkduSc1tldch06+k1oW+xosJFE5PfByfxrVm8PWl3AgllniYD7sNwwA/OqUnGbdiWrwWpV8LWOoW2m6gmo35u5HIIO3bt4rI8P6BDpuu/al1Oa6nYMrJJIDwfb2rptE0OHSftjQ3dxOJUGRLJu24z0qvaeHrDT7tLu2s2SaQnMvmlhzyeKzjP35eZo1eMfI6i2PyqKg1I4Vv0qxZjHPpxVHWnCIPU1a2GeCfEO9+3eLTEDlbWIR/Rjya5Z12j2r1/wAY/DE3OiyeI9MdUukRpr2CR+JFH8anscDp0ryGX/V16EFaNjzpu8mMpBR3pyrmmSCjiipiMDpUTDj3p2ATvS/jSCl/KkAg5qVVHXFMFSr0pgDIrDGKpSxFGyB1q9yRxTHTINAFVm2RFjxgV1Pwp8NNr3iyO5mgMlnafvHJHyl/4R78849q5200y71jULbTLKMyXFw4VV7e5PsOpNfTfhDwzbeFtFttPgwxQbpJMY8xz1b/AD2rGrPlVjalDmd2dB5S7NnBXGCD3rz3xj8LrDWDJfaW6WN+R90L+6kPuOx9xXopIzmqd3OAQK51Jx1R1uKloz5Y1TTL3SLx7PUbZ7e4U9G6N7qe4qx4Z0CXxFqhi2MbaEBp2wcey/jXq3xGgj1jSWsobZri9B3wBBllI7j0rR8B6NH4Y8OxwySk3twRLchfmAbGAB9Bj8c1c8VGMby3MfqsnK0ThNW0mw8LR/aYLe3jvHO2Ir1X1bHoKwp9Ivbuz+2mOSTzH5bBJLHv9D617jPaaZLetdy2UMlyQMyyopbHbrVtLoBlVFO3phRWH9oJbI1jgJdWZUr7dPt7QI21IVRgc9hU0MdubdIY55FCrgIHBH4A1qXEsoPVQMdzWfJDZTsTPBHIx/i8vn8+tcCmr72O/lk47D7eDTrWPzLmBC27G5kGfbgVNFqpnlMNmqR7eSNuOPqagSwhQBofPGeNjyErj6GmwW8ktzMYCoYZA39Dz7U3K7te5CjZOTRYle+JP7t392fI/IUtg839o2oZcEzLnqO9RONSiJLW0bf7kw5/Ol0vU7uXVbaGbTryDMq5Z1BXGfUGqjBqSIlJODPGfjkcfFK9/wCveD/0CvOs5Feg/HMkfFO//wCuEH/oArzsNivcPHHc08HFNzkUdKYEu7ijOajBpc8igCYN0pDz9e1MBp2eODQAH5gGzhhyCOor1zwD8bbnR4IdO8QpJd2afIt0nMsQ9GH8Q9+teRZwfY1C7GGXIxhuopAfbmi+IdK8Q2K3el30N1C3eNuR7EdQa0GhU/dr4n0fWNQ0S9S90m+ms5weGjbAb2I6H8a9g8OfH24gCQeI9O8wcA3Vr1+pQ/0NAj3UxsO9NIYDpWP4f8c+HPEyD+zNUglkxzCx2yD/AICea6HCt6UXApFc9RQEx3q4YwelIYRT5gsVdlHl1Y8rFAQ07hYqGM1G8Z7VeMdNZAoJalcLFBIHIJbpWTrU7tbva2imS4fgKDjP49vrV67u5ppPs9qOf4nPRaS3tFtwSPmkblnbqaylUSNIU29TyPxb8P8AxVqCfbzcWl46JgWkG5TGvomep/nXlEoeKR0lRkdSVZWGCD6GvrdnCrg15F8WvCsU0J1+ziCzpxdBR99f7x9xUwqNvUudLS6PHnaoJGypBNLIwA61XJZuACzE4CjqTW5z2JULSqAoyxOAAMkmvafh/wDDptJhj1jVABqTjMMJGfs6kdT/ALZ/T6155o+j6loU0V79jEt1kNER83kn1x/e9+1dbb/ETWLNgt0HIB53p1rKspyjambUnCMrzPVkgWOMqzKc+pxUTpKCfLQEe1czY+Mpb/SXvVgVgr7MA4qU+NtNgieS4ZkaP78akM31A7/hXiuhO7VtUewqy5VJvc6SzaZbyAOuB5i9vcVraqCdQlJiJxjBB9hXLaL4w0fVNRgitr5TLJIu1HBVjyPWu8urLzbl5PMIzj5fwrsoU2oNNWOHE1E5prU5K8sbPUF8q4jJUHO01C+jxD/V3JX0yD/jXST6WjP99gR3HNQnTHHIkDY7stVyNGfP5GLaW8ts7h5lkUoQMZFMspJ5WCyABFXPH6VtTWc5TaqxNn04rA1jVY9AaCK4BeR4NwSNcnIOMf8A16hQak2zVTTikdDbjCrWfr8ZMQYdVBas3RvFcd4rD7O5md/3MCfMxHqT0FX7+z1m+jZheQWox8qCESFfqT1ra1h3PNPiT4rW002Pwppd2ZYSoe7YHJj5yIQ3cZ+Y/gK8rl/1ZFaOvaJeaBq81ldoQwYsj44kTPDD/PFZz4285ruWquefJWepXBOefSpQw6VA3BFLg9QaBFsHIpGGetRxsal6imBFS5FIeOlIOTSAceB70q9KXGOKbnmgCQsFHWmtIAPUnoB3qORdwyD0FemfB7wppurSzaxfuk9xZyqILbP+rOMh2Hf2+lKUuVXKjHmdjtfhx4Hi8N6Yt/dxq2rXaBpCR/qUPIQf19/pXe7cU4LznvTJX2Ka4m3J3O6KUVYimkEYJ7VzGt6utqhPLO3CKOpNXdS1EQwvJI4VFBJJ4ArhfE2ozRaJZ6pYp9omu9rR7V3YQgnj8qndpF7Js6fR59LtonlnvIXuJfmmd/lx7DPYVqv9im2tAyPn/nm+Rj8K8Mml8S6mjRtblI36gqFBqa20fV9L2yWckSyY+byyVNOeCT3lqZRxjWyPblsoSf3eFP8Au5oaykH/AC0GPpivJLbxj4m01j53mMq8Hem4fn/9etiz+J87PtuY4ySf7u3Fc8sDNbam8cYmejyQ5XhdxA9c1WJkTpFj8MVjz+KVt7gLcW+1NoZpFPTP1pW8caNBKsU15saRdyttypH1FcyoyeyOl1VHRs2DM20DAyeKhtWkjkfbnduPT60621C11KNZ7WaKdF6Mh4//AF1TEkrXDJE7cjJC1Li07WLUk1c03aX/AJazhR7mlsHj/tK2G6SRjKuD0A5rKuYJILWe6Z0IiQuQxyTgVL4KuBqk5uJ49pSdFjCt7A8/ia3p05uSaRz1JwUHqecftA+Hp7XxRBryKWtruJYnP911HGfqP5V47nmvsrxroNt4o0PUNHn2hpowYnP8EgGVb86+Oru1msrya1uIyk0LlHU9mBwa9iLueQNBxTwc1Dk04NVCJe9Kc7cHrUYan7hTAcOmKUNTM4PWkB96QEn8+tJIA6cdRyKaTigNnjPXpQAgO3PGVPUVPHM8YGDvj9GqJTilHyN/smgC4jxF1dGMUoPBBwQfY12+ifFHxfoSpHFqX2yBeBFeLvx/wLr+tcCq7ge4o854jwTj06igD3nTP2gVAVdW0KVD3ktpQ4/I4Ndfp/xn8HX2AdSW3c/w3CMh/UY/Wvlxb1Tw+KVpLdh1A/CgR9lWXirRdQUNa6hBMD3Rw38q0kvbaT7sq/nXw+iorb4ZtjeqNtNdH4d1Dxfc6jBp+ianfPPKcJH5hdQPU5yAB60bahr0PqHxP4v07wxZNNO3mzbSyQoeW/wFfPHizx94g1/VlujdzWUEZ3QQQuQq+/ua9C8SeFL+6ilmEputQEY3xgf6xQo6erA547j3rx5LXUNZv103T7Ga4uf7iIcp9fQfWp0exVmtz2r4bfEVNehGlamwTVEHynHE47ke/qK9EaUBe1eceBPhRNoCLq+qSqNTUZihQ5Efrk9yRkV281wqRb+Bx+VZSjqb03dBdXO0HJxXJ+Ir6OTTriNiCGQgj8KXVddjQsqsTjvXKaxbare6fJJGot4GUkzTnCqvrjqaTtFamyV9jx5IZbu7FvbxtLKzlURRknmvWPC3gSHSbdLq9RZL4jJYjIi9h7+9Y+jz6X4ZiP2F5Z7thhrhYgGP+6W6D6CrrTa/rQJtdMu5o+mZizD684FXPmlotEcyiou7OmvH0u3BSa8t9/oG3MPwFZs2r6XHGfMUOvfcFUH8/wDCqtv4H8RXZH2q5gskx91Dk/ko/rWhb/DLT1cvd3VzdNjkcICf1P61naMd2VdvZBp9za3miXEllFGkXm4Ij6E8c1x95BfT6ncLbaPcSvvwzFTiu7l0qPSLGSwsLVkLncqKckn15+lOiub+KONZozuCjdvXqcVhTqck5Sjqdc481OMXoc14W8L6wnibSri4jt7SOO6ifaDkkBgccZxX0TNhpGG4cdRmvLtHuFm1uzR7cqxmQgq3HXvXo97DvuCVbbIOjD6VuqjqJuRxzgqb0HbVH/6qNrEfIp/EYqt594r+W6owA5cGpYw8wwZzzxjFJJEtsfjZyXjX6mvO/HOj6vc64moWbRSWzQLEGQgvC4YnIB4wc4z2Arv301Dn5z+ArlvEPiPQ9B1C10qW5Z7+7kRBEgHyAnGW9Paqt2CMncTw5p9tpcIhiG6R0DPK33nP9B6AV0J5SsO1BiuIwexIrWV8risbndYwPE/hjT/EtiLe8j+dcmOVfvIfY/06V4F4l8O3fhrUzZXRDow3RSqOJF/oR3FfSc8oSZVPTrmsDxn4etPEPh+eKRMzRqZIJB1RwOPz6EVpTqOLsZ1KXMr9T5rljYjK9RTI23DBBBqSK5ikJVso46g+tT4XOeDXWcBEnFTdqYw5pyn1oAQrTlUCjvmvQvh14MXVrhdW1W2DaagPkxuOJm9cd1H6mlJqKuyoRcnZHBRQSXLiOCJ5XPAWNSxP5Vs2vgLxPeuPJ0edQe8pCD9TX0VbWdrboqWtvFCo4AjjCgflV5I1jXAAFY+1vsdKw6W7PljXPD+o6BqKafqEa+e0ayhUbcOc457njpWx4Qi1nS/EZXSpfK1BflkDSKI2zztYk4PHavSPippExsDrtosf2m2hMbM/WOMnJdf9odPxNeFiOW5CWsMTu0rLHkqeHJzkfnzWkZqUbswnBwloe/P8SG03Ult9VSya0Mvly3FpOH8jsMjq2SCePUDmus/tO21DT4ruzmWa2mUMki9CtfPEWi2+p6WUgms4ZoVJUy/u2kI+9twMsOMDPc8Vc8O+NbvQPDGqWvmvNHEkf2ZXP+qlYkFfpxu/CsXFS+E2hUa+Iv8AxS8ZF5H0Kxkzj/j6dT/44P6103g2VdT8DaPvBzDE0P8A3yxFeHxI9zM1xcMXZ2LEt1YnqTXr3g3VLbRfBNl9pdFaSSVlyT/fPYDmpqwtGKXccJuUpPyOpayiC7QOT3xQumLjdkAEZOa5248cGQ7YWlVs4CxQjJ/En+lVDb+JdYO+LSrh0Y/euXIB/AkChQfUltG9ctp1vJhrmDd0Kq24n8BWXfXeh4/fWscjdAZFVf581EvgLXp8rc3trbREZPlZPPpgAfzq3D8M7KNVkuLi5uperAYQZ9u/607QitZAm30GeKZEispWdGZDEoOwdq4yK2vdQKrZ6PPJjkMwPHvn/wCvXo8klyuoBoIWeDZtkO3IyOgqwt+7DE0G4DoAx4rCjWdONkjpr01UluV/h9pF9ptldi8WNfMdWWNGztwO/vWpEiqGdycknndj9K0NEdDbyyKHwSRhz3A7Vg3kN1NJ/o8sQGBhGODWPPz1XJ6GnI1S5UO1e8CaPcqrY3IRyck5qn4Nl1G11ezSG6T7NLfAPCw5xuAJBx6VXurK+8pluICyHrjkfmKn8MQBPEWmhY5FAuoz1yPvCuqCXQ5ZaKzR7HeRxPcNuO1iBz+FfNXxx8Of2T4sj1WEKYNSTcxXtIvDfmMGvpe7dFuiGjDdOTXGfE7w5H4q8DXlrDGDd2w+022FwdyjkfiMitk7SOa2h8k7hS7qacgng5orYkeG4pwaoxRmgCYNRn0qLNKGoAk3Unb3HIpufalBHbrQBKGyA3Y9frTlOTg1ADtOOxqVTQBbXpihlFRK2AaVSHIGSSTgADJJoAVo1PPFJHZNPMsUMTyyscKkYLMT7Ada9b8NfA671C1iu9cvXsUcBhbRKDLjr8xPCn25r1rw74N0HwvBs0qxVJCMNcSfPK31Y/0xUSqJGkabe54d4Y+Cms6yyT6r/wASuz6kPzMw9l7fj+Ve6eGvCej+ErH7NpVoI93+smY7pJD/ALTf06VtHAxzTCxxwayc2zaMEinf2iXETbh2rM0pbiLxY11LITFJaiDywoALhs7ye5I459K3SmfeqN80VrH57HDKwIA69aItoJpNG1LJxk15X4v8V2+kXFzBNOsSxMQfU9+BXpg8y4wFGARkk9FFfO3x01DRbvxPaQ6bh7y3iKXkqH5Sf4R/vDnJ+ldLszmjLlKGmaveeOPFlno1qWtbSVyZWGN5QDJJr2eayhnNrpUoElqVMbBv4gB3x9K87+Bfhpj9s8RSp8pzb2/83P8AIV6FO1y17F9lUGYM+Mnt3Nedi370Ujuwuqk2aFpoGl2JBtbO3h29CsYz+Z5qWe6sLdSJJhkdgdxrMbTb245vLzbn+GOrMGk2UfJiMr+rtn9KHKTI5YLdlOTxDAjFLW1kkPZmH9BVaafxDeHbDEtvGw+8+F2/1Na0rw2wAXZGP9kf4VW+3tnEcbvnueAaSv1HzJfCjntQ0+7tJ4DcXZuHYqSQSMEnpXaSQRScFFUewrCvLb7YyySsEZMY8snsc1bF/IgG8sx+tTYcpuVi/b6dDFfW86hcrKuMDnrXS3ZZLknGV7kHpxXJWF4Li9hQbg3mKcH6iu2kMfnN8qlu5xzW1LRMxq62uZ10yNEBnliBweaYuwPtyMjkg1cmsYZxuUBH6givKPHXxI/sC7m0rR3invl4muSNyxH+6B0LfoK1Sb2MTpvG/j208IWW2Nkm1OQfurfOQB/eb0H86+fLW+nvPFlrqN5IZZpb1JJGPcl+ap3d1cX93LdXczzXErbnkc5LGkhB+0wFeolTH/fQrZQsgT1Po6xdiI9zE4wDn8q14ZQxGPxrCsZFDmBzhgP6mpYr9rfUDBICFk6N2rhvqerFKwzxVqA07S2uzLFGYzkNK21eOcZ/Cr2l38Gr6Jb31u26O4jEi/j2rB+I2nNqngjUo0jMjpF5qKBk5Ug8fhmuR+C/iQT6fPoU7/vYD5kO49UPUD6H+daqN43RDlaSizy/xRo8ml+I7+0kU5SZihHdSSVP5GsUSTwd9y17X8YdNs4odPvJJo4blpGjXI/1iYyenocfnXkcn2QjH2hTz1VDiumDurnn1Y8s2iumoLj5xg1MLxexH51AyWRb/WSH1xH/APXq3pN7Z6VqUN8sBuGhbcsc8SshPuM81Zmdp4M8AX3iORby/D2umg9xh5h6L6D/AGvyr26NV3RWduojjjQDCjAVQMACvFJ/jFqsqYWHD8AFFRRj0xg17N4ZguLfTIGv2DXcqiSY5yAxGcD6dK5qvN1O6hyWtHc24lCFRjntUzMFGTxUErqE3q43AgioPO3R75OBWexry6lDxJarqmh3tk/C3ELRfmP8a8G01pfC2r3NtqCCKdlESyuNwi4ALAd+APyr3qa6lwXRIyegDgn9K4bxro51q3LSQwtNCN7OBtwP7o9TTg+5FWnzLQ4vVIvD+mWJni1A3dy6OAN5/dkYKOCec4P3Rxn0xXnZZZrkBnYq7c5Pv3qfWVigvjFEoBUYbHrWbk5966Y7HBLsbG5VXA6DpXtnw40HTdc8H2019brOYJZETczAD5sngEV8+iR8j5j+de/fC2TUR4Ft47OAGNpZCZGwBnce9Z15WSZrRjdtHodto1hYJ/o9vBCo/wCeaBP1qO7vtOtxl58t6L81UP7MvJm/0q9PTlEyf1NWk0ixiUEQl29ZGzXI3KRtywjuyg/iISHyrG1Zn7ZGf0FVdniHUnwzJZRZx8xAYj6Ctd7iK3BCsif7Kjk0xb9pP9XEzY/ib5aLdylJLZGZ4bhKX93HPlyqDq3Gc9a3pNPhlJyqZ7AjNY1pE9hdSypJnzQAV64xk9fxq8dSCj5yw9yKnl7hKTbuh5tks4JI04wGbj6Vgy6UbllmEixswyN4IyPrWvdTb4HcNkMuM1pWZjNpEDtI2jORmsYJ87OicrUkcwtrqlocxHcv+ywYH+tXdId21uzFzZx+Z56YkAwQc1uNZW8hJVQp7FDtqSysJUv7dhcblEqnDqM4z61so+8mc7qaNHQ3X+vb6CoOcdD+IriLj40eBGuTt1rfGQMMLWcfzTNRv8ZPAgUldbkPGdotJs5/74Az+VdUotyZzKSseEfEzw2fDPja9t0QrbTn7Rb8cbW5x+ByK46vZPit4t8G+MNAtZ9P1JpNVt3/AHcZtZFYofvKzEY/I9a8dypH3vzFbx2M3uNpKdlcDn8MUmR6mqEFGaXK/wD16Mr6/wCfSgBM0oOOlGRjrTc0AS5yaehOOlQbsVMkqjgmgB+OfvAV698GfA8V9cN4l1CISW8D7bNWHDSDq+PRe3v9K8+8HT6JH4s0+41q9FrYW0vnyOYmcvtwQmFUnJIHPTGa92/4W14FtY3gttXXyskp5dnMoGecY2dc1Mr20LglzanoST7yRnpS+ao4J5NedWHxa8FRWzNPrn752LFRaT/L6D7lPj+LfggzFn1zCg/8+k3P/jlYcr7HTzR7nopA4560bAOtcE3xh8DZ41zj/r0n5/8AHKc/xh8C7ONdyR/06T//ABFCi+wOUe53ZYKO1cH8RfEMOi6Ol0z4dbiLaueT83P6A1RufjF4Q8l2j1YuwHCrbSgn2BK4rxfxR4lu/F2qNczZS1UnyIvQep961jEznUVrHf8Ajj42PdWX9neHXwHX95dBSpHsAe9eMSM0rs8jFmY5Zickk96vmBcfdqvJEPStTnPo/wCEEgl+GtgkQ5SSVWAOOdxP9RW3Bayw6qrMjAbXJJB4JPFcT8BNUVtB1XTHYAwTrMoJ/hYY/mK9hYxMoIPHtXFUheV2dEKnLGy6mK65GCvA7kdahaF3GN5x6AYrblMCFQzodxwAeCaZ5CE/IoIpNCuYawBAW2Dcfzpjxlh90/lW1Ja5HygDNQPZnOOT70rDuYclpvUDcwz2qL7KirlgSQPWtmSzYLu9OgzVOWBQ2eTikxptlfTY1j1CEqrD51/9CFdndttmdsgAdSTgAYrloreSC7tWfIDTKMfjXC/GXx7PFfXXhTT1eI7U+1z5wWVlDbF9iCMn8KulFyuhVGtGQfED4sq/naN4dmLZBSe8Q/gQh/8AZvyryTJJzmmKoC4A/KngV1xjyowbuKKcrFZIyvUMuD+IpgzmnBgrI3QKQc/Q1TEtz6JuLJ4JYbgZYn94B/P8D1q5c2SXtjuRvmHzKw9aZFrWnala2U1pdRTpkZKNngjFWbR/Iu5LVjkZyv0NcLjZnqrYp+H9Xh1XTldJdwBKnPVWBwVPuCK8S+I2hXHhTxb/AGjpm+3t5z50Dx8BH/iUfzx6GvQNRvo/B3ie4d4ZvsGokSmSNCyRzZ2kHHTcMH6it3ULCw8YaHJZXGCkgyr90bsw9xVxfK/ImcOeOm54N4l8aal4ut7CPUUhD2SsqvGMF92OSPwrns9RV/WtCvdB1SXT7yIrMjYXj747EeoNVbyyutOvJbO9geC5iO2SKQYZT1wRXSrdDzpXvqQYxnIozxzTiw2Y7nrWx4V8O3HiXW4bKIlIvvzygf6uMdT9ew96bdkSk27I634Y+EIdSu49Z1ESC3gmUwJgbZSp+Yk+ikj64Ne0XUzPdxQq+zcc57sB/Ssq5+waXoH2WB1tLa2j2xnjCADv6+p9axPh/eTa9dX2qmF4tNhUW1r5hyWbduYg+mNo/Suab51c76cXSdu53rNHAhZ2+UVU89JNssmdp+6q+lUNSX+0L+Kw3vsCmV1TjIB/iPYZ7d6dPNHZtHCMF3OFXucdgP51kdHQmnu1yFiBDEclhyg9MeteffEDxami28dpbFWu3yQOu33NbfirxLbeHtPknmIM7Z2RjqzdgP614bcPfaheSX94PNmlO7JPT8K1pw5ndnNXqKKstzLlWZ3MjglmO4n1JqSGyeTlxtHv1q6RMv8AyyH/AH1SEXLDACID3zmuo4RrQQqMsBgV9BfChkPw/tNnCiaXA9fmrwFbVBgyMZGPrX0r8I7eNPhvpoGPvSnkf7ZrKqrouD1Nt1z8wABNQvA7csxbPYcCtxoYWJU7cj0NMNsMY2VytGlzEMSxgKEAP0qF4dx6Mv0FbL2pyQPlqBrVjyAaLDuYj2bebuLsR0xTJLZFGPn5961pbYqSrHFVRAzNiPcT9KljTKUp2Wigcjbjn3NWI7dtow7A8Y21FdjbDMrnLKQvHfmrVna3dwq+bEYI8dD1Nc8L8zsjsqJckbuxIpdR+8kBA68c1bsZWa/tlVSF8xeT9aYY4LcgfffsDzVu0gmlvbeQgRxiRTtx1wa6Y03dORxyqRtaKPi2iiiu85gooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACt63UfZojgfcH8qwa+rfCPwr8Haj4L0K9utKZ7i4063mlb7RINzNGpJwGwOTQB86YFQSR9a+q/+FP8Agf8A6A7f+BUv/wAVSf8ACnvAx/5g7f8AgVL/APFUAeF/B3UVsPiBBbS8Q30TQMD03dV/UV9HyWYDHYR7A8VlWPwr8G6TfQ6haaQEuYG3xuZ5G2n1wWxXWi2iHRKymtblK1jA+zDI3KAw6Z5pTMYCVbJY88DgVv8A2eP+7R9mi/uUuUWhgw3W4jcDjpwKueVI4G1dv1FaItYB0jUfSneQmc4P50chSkZbW2F5J96z5xAkmNrOQedozXSGGMgjb1qH7Bbbt3l8/wC8ahwKjK25yUgAv7ARsdhmBwRyORXh/wAXlz8UNYPfEP8A6KSvp37Dbbg3lDIOQfeud1r4b+Fde1ObU9S01prybbvk+0SLnACjhWA6AVdGPK2+4py5rHyeOB0p4Ir6h/4U/wCCP+gQ/wD4FS//ABVJ/wAKe8D/APQHb/wKl/8Aiq3uZny9QQCCK+of+FPeB/8AoEP/AOBUv/xVL/wp/wAD/wDQIb/wKl/+KoEfL1hd3ejXqXlhO8ciMGK5+VsdiO4rpv8AhbuvC4E09rbEqMcIR/Wvev8AhT/gf/oDt/4FS/8AxVMPwb8Ct10Zj/29S/8AxVQ6cXuaRqTjszzLTfiBo/iSy8jU5EhncbGjY4z9DTTrjeH9SVbe+jureQZUM4LjHY4/nXpf/ClPAGc/2Gf/AAKm/wDiqP8AhSvgH5v+JK/P/T5N/wDF1PsTeOLdtUeOfErU9J1vQ9N1CG9ge+WXaBE2WCEZOfoQK811C4FxdNMXZ5HGZGeQuWbucnk5r6rb4K+AP+gG3/gXN/8AF0f8KR+H/wD0BH/8DJv/AIuqirKxhUlzSufJO5fWvbPBsdl4X8HQXErqtzfILiSR+BjHyqD6AfqTXpP/AApL4f8A/QEf/wADJv8A4ur8/wAKvCF1Yw2U+nzvbQgLHGbybCgdB96lKPMrFUaii72PArhtb8f6u1pp7GLTFba9wQQnvk9/oK9fRLLw1oMNjajZaWsYVe5Y9yfUk/qa6bT/AIfeGtFtPsNhYyRQOzOV+0yHB45GW4q6/hLR5xCJYJGEEglTM7/eHQnnn8azcPsrY3hVS957nH2+NL0yW/vxsu513ygn/VqPup+APPuTSRiLTNOn1zVCkdw8WcOeIIuoX6nqff6V2V94V0jVIjHd27upIJAmdehyOh9aZqfgzRNasGsb+2lltmxuT7RIM49wc0lT7jlX00PlrxFrH/CS68+oMP3Ef7u2XGPlBPzEepPP5VnEcYr6fX4P+B0GF0dgP+vqX/4qlPwh8E/9Ahv/AAKl/wDiq6EklY4223dny1t55ppIHT8q+pv+FP8Agf8A6A7f+BUv/wAVTf8AhTngb/oDt/4FS/8AxVO4j5YySQfSvpX4dWD2/wAPdI4P7yIynBxjcxPStL/hTvgbGP7HbH/X1L/8VXXWmm2ljaw2ltCI4IFEcaAn5VAwBWcxmKsG1mZD8x4OeppTejGFBJBwcit82sJ6pSGytmxuhU46ZqOQLmTBKsvAU7v92pfIdvvAAfStNbeJPuoF+lOESDtS5CuYxZ7aNVJc4UCs5lt92FaRWJ4bHWunktIZRh0yKYLC2A2+Xx6ZNS6ZcZdzzm/djE7EBmM+B6H5q6NGnlX98+2PHBTjn0zW3JounSspe2UkHcOT19alXTbSL5UiwP8AeP8AjUQouN9TSrWjNJWOXZ5UbaUSN+38XH1NW7OWaS9hBO5Q68njvXRmytyMGMUi2Vujh1jAYHINaqJzN9j/2Q==", "path": "003060.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003061
Men Tshirts
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", "path": "003061.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003062
Men Tshirts
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", "path": "003062.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003063
Men Tshirts
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", "path": "003063.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003064
Men Tshirts
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6uILlilpdIuXH8DqeD9OcV1Fz4vsZrxba3n8ySQ7QUHH5151LEJruX7IkkiM52ALk7e3Sruk2c9pq1tcXKLBFG+4tK4Wvaq5TRxE1XnoznVk7FO/8RXdxdbtoSNWJMYJO7n1NXbDWoZ5A5eSG7H3JYztf9OtZL2VsC7SX8XVjiFGc/nTAmnW0gkH2uZgf4iIwf5mu+nQpQhyqOhxOcoy8j1u3+JOt2nh24KR29xe2KrO/mg4mgyFLcEEMrEZqnbfHWZ18u+8OxTk8fupj/Jga4mDVdZuopBp2nrtaIwt5cLSlkJHy81DFpfiS5vEsEjlgldDIsYKxDavU/LiuaPsqbak0kZzpc7ukey2fxf06Zd13o+pWq/3nEYH5sy1pQfFbwjPdQ2y6gwlmdUUGIkZJxyy5FeNf8Kz1oW7zSzQBwMkcsfxPp71zmnwS2niWxhlXbJHeRKy+hDiqozoV7+zlexjUocqu0fWtFFFQcgUUUUyQooooAKKKKACiiigAooooAKKKKACiiigAooooGFcz4uGzT9/975K6auQ8b3GFtYB7s1RN2RcF7xwn2He2cYq9ZWG1l4pA2avRbsKQcY5rk5mzvSNCGNdw46VdFUoHJbJq2kgalcZoQcxitGIYWsq3OVrVi+4KYizHgGrAqoOasqflqkQx1NdA6lT0NOHNLimTc8P1zR7jRvFE0kMReBn8xAPQ5yP1p3ia7SWytYYGaOFRtA75x3r1fV9Nju4zuXkgjNeYXOivJrUUDIWj+Zju+6Mcf0zTRLZypsw0KSlSNwABI+9VWSFgK62406a5ZJGTbDCm4YH3VzgcVG2juIQyoxEj7VOMGr5jNo5GSyPHFOgsZHZiV+RRXVjSt3lhAPkOTnqwqT7G3Ic7V/hWlzByHGNA+4jFVXgcOeK6u40xi7NH0rMltXBOe1PmFYxs4OKsWh23UTnkK4OKdcw4XcBTLQk3KBRk5HH41aJaPqOwYPYwsvI2L/Kp6r6agTTbYKCB5annr0qxVozFooopiCiig8LnIAHc8Uhrc8X+Jh/4q+T/AK8gf1NcH4ITd4/tzz96XoM/wNXdfEmWFvFUspuIBELUR7vNX72Tx1rzGBWgvJLmHUo7ZwxKsjMXwf8AdFaype1wzprqmeuppcrR2mveI73w/wCNtQNs26OWBFaMnjdt+VvwOKXw3rtja+FNRi1C+AvJ5ZmCnlnLIOfzrkhJp4YvPNe3chPJICZ+rEkmrEOowo6RWWi27OxwBKGnZj9OhrlWVU3RSattd+h0wre8dhaeNNMj0ezshp1zfPFCiMuxduQPfr+VJqGt6tq+mzWqaEttbyptJY4YD8gKxLu48UWloskyz2dux2hYoVjAHodo4qFPD+qahojazNchrYIzgyOXc7c8Y7dKmjgMHRaqSlu+/U3VVss29/q2m26W668LaFBhYzIsu0egGCarX1/Fesj39/c3rr0OzAH5nj8BVy98LR6V4bTUbq8YXEqrsgRQoDMM4PHoa39F8P8Ah220Ky1XUYyQ8CySGR8rkgdquriMDh17SMbtu2iKU5HEme2hkYRWAJ9ZZSf/AEHFKRf/ACSCy8ppXCRjyeCx7fN/Wu18faNpdvp0F9YRLEd6qfL43A1a8aHFxo3c/bYyPruNT/bVNwj7KGjvuSlKW7OH1Wx1uwEEd+zo0zbUjSXnPb5RxzXS6b8LpLjTTPe3Iiujg+WnzbPYnI5rT8RiJfFnh9pygRbg/e6ZwMfrWpqJ15L0TaW0E0KwbDbzEgFs9eOSfrxzXDiM3rVIxUGo3JdO5xPhvwxp0mo6ja615bzW7xpGPO2bt2Tx9eK39Xs/CvhuzYGyhjuJkPlHyy7cY9uK4sXV7eePbM6jbxxXJuIt3ljj7w6e3NdN8UNMvJbazuYk3RJuVz/3zjvWNepWlXgpzdmgXJHob+masmh+ArO7W2ErpbptQYG7nHua5/RNcude8b21zc2ot9tnIsagk5Xsea3bHUbfS/BFndXSO8UUCZCLk+3B96wND1mLXPH63FvE8cS20ihJMZB78elccLtVG131LSW6OosV1FvEd3JMM6akYEWQv3889PxryrU3SX4iZhK7BfxKOf8AaWvWUvhfyahYxZSe3A6NyVI4P57hXisdq9l4pggc/PHeoDnv84wfxFehkS5qkubR2RyY5+4j6yooor1jwwooopkhRRRQAUUUUAJRRRQAUUUUAFFFFABRRRQAtFFFAwrh/HHF9bj/AKZf1NdzXD+O/wDj5tT6of51nU2NKfxHJqxBrStnDYrKWtCy4rjPQRrwjDAcc1ZQAHgVFbIHG4jpVrbjtQBJEGBBFXo5WC4qtCMirKpTEXon3KKso3FVIhhBViM4NUjNllKeaYlTDpVGbIWQMMGsq409UuGMaDDHceO/SthuKiYZpknJvpyoJYlThmy3uKqvYOFDcDYdyj8a6a4tyMtWXMcKaBowWsNys4Xqc+4NRS2UZVNynKgkkfyrUnkMUbOxCp3JNc/c+INPjkMX22MHvzUtlg9gGXGCPpXO6hp0tu0jYJU85rs7KW2u4VZXLg9Cp4pl7ZIVKscj3oTE0eZXELSQjaKp2MUg1a3iH3jIo/WuzutKjO8IcY5GKyfDWmNqXjW0t+qrKruf9lTmtosymrI+iI/9TGPRR/KnU1OFA9BinVqc4V4/4j+NNzputXum6fo8TNazvCZZ5T8xU44UfT1r2CvlDxI6xeOtYZk3Y1CXv/t1pTtq2a0oKTsdXL8QfiHrKj7KJIEkGf8ARbUKD/wJs1yuvzeKiyDWrq/PmHCrLOcE/QHFewS6tJbeDLS7063EsojTy4Ru+Y46e9YPj4h/DED3aqlw5QbT1DYyQPpzXjRzWo6vLyq17Hr08FBo4nVPBf8AY2gR6m92rswQqiJjhsdT+NHg3w2PEOpOLh2W0t9rSlThmJ6KPTODz2Arr/GxH/CC2nX7kX/stRfC3A0LUH5JaUH/AMcrZ5hUWEnK/vXsvI09jFVEkbs3g/w7c6Lc/YI4lePK74mz847H1/8Ar1ifDq1t7fT9R1VkVyjmJXK8hVAJA/Eirng9y2ma2hJx9ukwPTimeEMt4M1BR/z8TdfoteasRWUJUpTbV1+JuqcV7w7X/G+j6r4Pmg3lLuRDtiEe4owPfgexq34YtkuvBdnbyjdHIzK4Bx8pZgf5/rXnUHh/UrvTmuvL22eN5lkwo2g//Wr1axFvoPgy3mhl86KGJnIU/eGScCljqao0VGk7u44WTsjifiRdyyX9vasrCGHaRk/eb6ew/wDQq6mxtrK58FaYmpOi2v2VC+5toPA6kkVleP7KK90W21WFPu7Gz0+U4+9x6Y/KtWy0xNY8G6baOxSNraPcVHzdB7e1TVnGeHhbTlevqNLVkPjCwu9StrKC2CiDzFPyjkjHA+lHjWIrd6MPmJ+3J/OqPjXX47BLLT7C4VrlXBwnPlqBxn3NSRePNGvIYrnVI3W8hPCLGXG71Xt64zg1NKhiOSM1G61GmR+ObCbU9Z0uxixvmaQFnO0cKG7fSrnh+x17TNVSyu7yS6sVtyzGQZEbcY2n739K4bWfFN3f+IIr+PbbC25tQxztIOfm9Sfy5rTf4jauYwghsUPqFZiP+A7sV2vBV3CMEt0SpJkWqkN8VbVU5/exg/nn+WK3Pifq93bWlnaI58uUsWAJX+7Xm0t1MNQN28khlJLGRTghj3ou7i71B9zPcTtnPzMZDXo/2XJzhKX2Uc0qisz1ey1vQovDVjbaheW7MIF3xE7jn0IxWHL4q0m38TQ6hp8E0ltFavBsiTYdxOePauT0/QPEWq3SW9lpzPI/KgoFyPX5u1dTZ/Bzxdekfa7i0s0/utMWP5IKyjlkITk29xzxkIrzI7PxtDbalqGopaqss6hAsj/d244NcpLqMmq+KLS7k8pXa4hBEa4HDD3r1Wx+A1oG36jrc8jE5YQQqn5Ekn9K6PT/AIP+E7CeKbybu4kjdXUzXDdQcjhcCu3D0KVBuUdzhxGMVRW2O1opKKDzxaKSimSLRRRQAUUUUAFFFFABRRTJZY4IjJK6og6lqTdgsPoql/a9j2nB+gNH9rWf/PX/AMdNLmRShIu0VS/taz/56H/vk1LBfW1ydscvzehBFHMh8jLNFFFVcmwVxPjr/X2v+4f5129ed+Nr+OXWvIVsiGNVJ9+v9RWc9jWluc8oq7bHa1U43U9OnrU6tzxXGdyOis3BXFXAM1i2k2BmprjWrWxXfdSpEo6lmxQkJyN2AVbVkHU151P8TNGhJETTSY7qowayZviNHPnYdufWq5WJzR6497bQkLJIFz0zViK6t2UMsyH2zXhreJ7u7ZSjs3OBxXRaXPqszfdwT3ztp2sRe567E6OuVYH6VOeBXG6VDeIivJeIv+yOta134m03S4R9svIg3oG5/KqINh2wpPpTQ6FQxYAdyTjFedal8U8y/Z9GsGmlbIy43fkq/wBarQaD4o8UOZtVvntLQnmINlj/AMB6D8c0xWOo1vxpomnIU+1C4mH/ACzg+b9elcg2s+IdY3f2VYPbQHpLL1P5j+ldtpPg7RtKiXZZrJLjBll+dj+fAqaW3SDdGmAjdsUhpHBHwZdX7l9W1eaaTPRCcD8+at/8K90MwnfC3yjLOZDmulc7WIqy0Xm2vln7rHJqJM0SOD8L+DmstXeYXsjWP8CH+L6129xqOkabGfOhkPGCRETTJbe4j8lQn7jHJq/eWEV9prwyDIZePWo5zaMI9Tjtdt7Y2Kalp7H7PJlWUjG04p3wu0YKb7VpEyzt5Ub/AM6Zp1rMdM1jSJ0yyIxQH+92Ndh4MtltfCWmoBhmhDt9Wreg3J6nNi4qDsjfAwKWkFLXUziQV8meL+PG2tD/AKiEv/oZr6zr5N8ZL/xXOt/9hCT/ANDNaQ2Z0UNJnqdpqX9k+ArO88kzeXbx/IG2k8etUPHypd+Gra8aNlcbZEB6gso4Pvz+lLp3izQbHw7p9tcXYeaKFQ0aIzFW9+361zHjDxamuz21pbQyxW6szsZMBnODjjtjJr5ejhKjrt8ttW7nvOXKkdn4h0G+1nwbawWSBn8uMjcdo7dzVLwPYyaO99o13JD9qwkm1GJyMFT6Zxjmsf8A4WTqcenLbxC0hCIqKwJcnA965O81y6vdQa6uriU3S42TxKFIHtjpXZSwNecHCfw30JvFO7Z6mbeHwn4a1C4nmBaWR5yB1Lnoo/xrmvA/iCxs7G4sNSmECXD+YkjE7eQMjPY8CuNuL6e+cPNcTzv2Mrlj+FPt9O1AKwjgnWMdfMTAX1wWxXZDJn7NqctWwddKXKkdp4v8Uac+gHSNLbzFO1WeNdqKoI4HHf2yPest/Fs0fhUaSbIOArK0xk4O4nBCjv8ANVJNHtzY7ridBMynI3bh+lVUtrCJOJ5pD38tAgP4nmuynlNGEEm721+Zo4TvdItP4q1Q6Sul/aUazWPysCIM2z3aqDarfPAkDXl48MQCou8qoUdK27DR576MPZ6Q8idpJpTg/wAqNQj1HSpFjmt0tWYZTy41AP0PJqoUsHzcid320NY0pvyMP7DPND8ttLg87kQ9amh0i/dNzSqif3ppFj/PJzXZaF4bGt6at7fXdyPMJ2rv+8vr+dcsbV7LW0tLiMF0uFidSOCNw/mKqOYYZuUIbwE6CWrZGdN04Dbd6rEfVYIWkP5naKkt7DTHk8jT7DUb+TG4qSE49cKM4/Gt74g2tvZz2MdtBHCm2TiNQvcVW+Hh/wCKmm/69W/mKyq45ywrxMTF0op2sJbeFdbm5g0exssfxTHew/PNYWvw6po2rjT7q9LOAjkQkqnPavRdV0TU7yaeW58SyWli7ny4osJtX0LcV5XrUcUHiCaCC6a7hilCpO77y49c965cBjJ16l5Suu1n+ZzV4xjoj034eH/isrHIyfscnJ+or2wCvE/h4P8AisrL/rzk/mK9trtqJe0Z52L+JCUUUVJxkFFFFIoKKKKZItFJRQAtFFFABRRTXdY0Z3YKi8kntQNaiSypBE8sjBUUbia4u/1CfVbnfytun+rj7/X61Nq+qtqEixxAi3Xnryx9TUmlhfWuStU6I66VHqzNN0kDIH/iGRUovISPvVc1vw+mqWreQ3lXAO5Xz0Nea3eoXvh6+NpqcLxykHa2Mq6+qmua7O33eh18t64lOJARWnbXavECThhXls/iGOZMAsxDZxitPTNbZkUglW9D0qk2NWZ6edW1P7MgtIYJXXhllHJ/I81Rn8cXlurmeC3gdfvB9wGP6Vk2OpiRQWPSuT+J2pwvFDDC+ZGf51DdQMda1pzlsZVKcUuZG5P8YbhTNFaafBNtztkLMgHv33V5xfeKb2+vJbqVU8yRtzcmsyztJrlmEZCqp+Y1audHkWMvESxHUYrps2cNy3aeKpoGwyFs+hrqbHW7e6iDpIDXmhDK3PDCpUldFJR2UfxAHrUOCRcZs9MufEEVpHw4/Bq881fUrjVL15pnYr/CM1bk0i7W2887WGMk55rLCb2xUpDm2QGkqaSIo3NRZrSxk9S5ZX89nIjxuRtOa6+28UagLVZ5rWTyPl/fY+UZOAf0rhQc1s6DbPf6pb2e7hzgAscDgmlyopNnZXWs6nMyQW9y0ok5Jjyox7mtDSfCDai6zaneuy94ox1+rH/Ctm00eKK2jXDFtozk55rprCzVVXC1k5WZ0RjdE2j6Fp2lRAWdpHGfUDk/j1rcjGeaijTIUCrKLgUXE1YdiqV5DyH7VeqlqEu2EYGaTYJGbJbhnX3q40JC/L2qtHJvmQde9aiisWzRHC6nrniDTN8hht5LLfhCRyq1Npfi1ri4QSKEVjggCti7ngEc9pdRJhflUHuPeuSt9NMupKlqpaNW3M4HAqTohFNanRXcGNXuWgGPMtB+JJNdZaW4tbSGAciJFTPrgVkW0avqQJGVUqoPbjNb1ddBWRwYtpuwCloFFdJxhXyt4ysbyXx5rqRWk8jC+kIEcbNn5vavqmmqoEhk6OepAxn61cJcpcJcup8x2XgXxrqpDRaPPCjfxTIsQ/M81v2fwP8AEF5ta/v7O1z1UFpW/Tj9a9/AxRR7RpWRrLETluz5u8RfD+28M6qlg91cXQaHzQ6xiMH271y11cJZTmKPToVx0eVmkJH4nH6V9OeINE07VrqyfUIfM8suEOcc7D3HPavP7rwV4fkv57O5JdwPMjKHl07/AEYH065BqXifZ07z6G0JxnZI8iXVbxhhJjEPSFVj/wDQQK0NNS4v4L6ONZJ5nRQq7iSfmFehw/DTR2kHlW0zJ/tyGtuz8HaTp0LrDADJ94bOx+vrXnV89pxVoLU7qEXB3Z5/beB9QntyxnjE5GVi2nb+dc/brGL2GO5zGhlVJD/dG7DH8K9j1nV9K8OJ5l9cL5pUFII+ZG49Ow9zXjksg1jWnLeTbi7uCxDsNibjnrV5disTXhN1VZdDq9t0ieu6lZai0MCaPewWaRjBV4t+4dgPQVw3iay1uXWLOK/8mSSbbFA0Awjfh9TW9B4UksXRrbxFdxWiYchpARj2OcYpL/xRoX9vQtNex+RYqzqyKzh5W+X5cDsvf1NeTR9rTqPkXNvrbU2U7bm08V7aNpdtYRKbaEf6Qd2CVxjp3OcmuZ8Zaa0fiHTtRRRtmmjjk9dyt3/Dj8K57V/F2p32oXDWmoTwWRciJYjt+XoPenXXjfUbvSoLKaC2LRbG887mcupyG9B/+utqOWYuM1USWq1+ZLqrY7Lxd4bvNevLY2zxRpCrBmkPcnsKzvD+hL4Y8U+Xc3aSebYu+4gxqvzjjJrkbnxX4ivWcNqU67j9yBRGP0FZz2WoX0jSOssj55aZ8n9a76GWYn2TpVJJR8iGpy+GLZ3mr2ngttQnu9S1g3Dyvu8lJywHthRXCawdMu9fUaFA8dmAvBUjkfebnmpYPDtxLKEkkCDvg5xW9YaLHasFKAr616GCyyVF35m/yGsvr1ndxsdP8O1J8ZWhx9yycsPQEjFe114F9k22s6QO4ExVnyxy2OnIwRzXrPgmSaTwpZmeRpHXcu9zkkBjjmt69GUZOTOPM8vnQgpyZ0dFFFcx4ZBRRRSKCiiimSFFFFAC0VHPcQ20e+eVY19TWFc+JwSyWEe7HBkkGAPoKhzSLhTcjcubmG0hM08ioi+v9K5PUtSm1FlABWFei55/Gq7ie7m8y5lLkdM9qlKYHSsalW6sjqp0LO4W1h9oiJbI9MVl6lJd6DMs0p/0fcBvxx1rorCWPbw4ODjir13Z2+p2MttcIHhkG1ga5mjqM2w1RZoldXBDelWdS0zT9dsWtr6FZEboe6n1FcJqemaj4Wu12SST2T/dkPb2PvW1o3iAXMqRk9R3oBI4HXvCsugX2wr5kLklJB/EPQ+9aXh7wXqWu5kAFvad5ZF6/wC7/jXqNzaw3MI86KOVFO7bIuRn1rK8d6+2maFFaWJMV1eptXZ8vlp3IqkZzlJSsjznxLf6bpkg0zQnlcwkrPdM2Q79wB6CuI1SW4uWEkxDNnORXVppkbttUZJrK1Sye0JDD5DW0LDmny6mXoqSyaigQEoBl/QV1EqeUobafwFVfDNsILqayuI3huZFWWNZFxvQjqK7KKyXYAyCuqBxM8s1W2lVmunh8pZGJC+lUrKJ7m7jt06ykLXoni7TkbRi6pgiRRXK+HLT/ioLTIzhv6VFQcVqenad4cj1DS/szr1TG7uDXmWqaPPo2pXNrKuJbds5H8SN0Ir3vSYStoOKwvGvhMazbfbLXC38Knbx/rB/dPt1rGMtTacbrQ8YMHnpwKqyWRDYrasFEF8badDGSdhV/wCFvSt+XRIz8+z8a0uiIw01OHj05mYYFdB4Us3h8XWKKpJUszY7Daf8a1U0rysycbVGWJ7VpeD7UyalLq7riMZjt+25e7VEpFqmd9bQ4UMw6VsWgyuKzYDmMVpWrbaxbNNjSQbVFPLYFQCSleT2p3Ex5krK1KUmQIp/gz+NXGesXU5wJ12nB6VDYJE9q3zhvSrlzeC2j81jwKybWbdOiL0yc1qTRho/mQOvoahmiKMFsNXnaRxiL+L/AGq0k0+3sYtltGI8jGRUWnFIH8ocE87O4rTzml1Bt9ClZqkeqLbAgssRdvXk1r1zPh2Vr3WNTvQ2V+WJPpzXTV3017pwVm+YUUUCitTEKKKKACiiigCrqMSyWhZl3eWRJj6df0rh73TzNqMk8MSRXVt89tITncwG7n/ZYcfjXoRAIwelcbrH/EulEDfNGVLRHuV7qfcfyx71z4inKaSizSm0txy3L3kaSqGSN0VlB6gEZxXDeMdWa/iu9IsXaEx7VlIyjMfQd9v869B8IwNc6fFdzfwsyrnvzwan8Q+D9K8RRj7TEYrhR8lxEdrr+PevHwOXcmIdSsr22PQhi4qyZ8xXMFxbuxlDP6uefzqINng9D2r03xF4M1PRYXaeEXdoBxcwJ86f747/AOea41NGiaeO4iZWh4Lbeg+tfW0pQkvcOilSdSSUHuVIdJuJcEKqg9MmtOPQ1VAGfn0HArTjGFLH7zHmpK7KVKmlex9hhsrowV2rmemjWqoAwZj65qwmnW8K4VEPvjNWCcVG1xFFgTSrGp7tWsnTirnQ8Ph6SvZIlSJcKqrwKXYVNa+iaRcauUFlazyI3/LUxsqD/gR4rpE+Hd+8is1zBD6gKWNYxxdK+hy1MywdJ2ckcLHE27H945q6y5JNegW3w9hRf9Ivnkz1EcYX/Gta28G6LbqoNsZSO8rbv06fpRLHQWxwVuIMPH4dTy+JcgAAk+gr1PwUW/4Ri2Lo6HLfK64P3jWrb6fZ2uBDawRqOgVAKtCuGtiPaHz+Z5ssZHkUbC0UUVyo8QgooopFBRRRTJCkLBVZjwACTS1DdjNlcf8AXJv5UnsNbnnl3qc2q3Zlds5PyqOir2FallaYjy6nnuOtc7px/wBKWu+sxm3WuCb949ONkjInsr6GHfDi6QdAAFf8qxbjWxa5EwMTDs1d3t2rnA/KuN8XvG1vjaC+cYIpGiZg6VqkyXF1KHDwM4YNu5GeuK7PTdaSSIAtXnsURiQKvCk5IrUjLJGrqxG05wKAPQ7iGDULRopUSSNhyCK86utGvtInmv0hItIZthkPGQehA9K7PSbzz7XcD90ZrYgtY7/QprOVcrKrJzTSuTOfJqZ+lXK3tiMNliOlcJ4ntLs64fO2skKCOMY/hyTn8z+lb/hm4e0mls5/kkiODnv0x/KtLxFBb3bRzAgvtwfenYpL3rnn9pEfM3Y4pZdNGs6vZ2SYPmyANxnCj7x/LNbc0CxQnCgVqeBdIZ7ubVpF+Rf3cOe5/iP9Pzq6a1JrSUYmj4w8FQeILSBrLZbalYgfY584XA/gb2rjrLV0sbj+zfEcP9mXynBef/Vyf7St0r1/Gfaqt/p9nqMPk3lrBcR+k8YfH0z0rsR53MeV+NvsC+Fw8FzbSHz1YGOVSCMHpzzXIeErZrjXElRN0aDg+9ewXvgDw+1ncGz0e0iuTGfKdVOVbt1Jri9EsxBqIwCDv6YrOo9DWlqz0exX/RVFWDF3qOzHyrwavkYHSuZG9zzzxR4MsNT1Bbkw7S3EhTg/WsYeE9VtV8ux1wNH/Cl1b7yv416hLa+Y+cZrL1a38qASAYYGquNI4u08HyzSB9Z1F7tBz5EaeWn4+orpYtOiQKI1AVeFUdAPSoYLok7WrYt8NtxxUORaQ2KHGBjpVxBipEQDqKeQOwpbgwVuKGfNNNQyOFXJNMmwTzpErM5xjpXMapdb7mL5vlLZX64P+NXb6Z5oZVXsQc1gyKbiSKN3UKGyT3qGFzW024SSZZOgDY+pHGK27vVYrB4BJgLMSAx9sf41w323bdJGjbACen8/510d5bRaxpcasOVYHPoaVikbQuLJ5FnVl8xV2qSOVXuBUl7cl7GXymK5Q81V0/TIYogTGpx6jvVy7QtblV6elJA1creEoVjs7mUDBeTn8BXQA1j+GkKac6ng7+a2QK9Cn8J5tV+8OFKKaKcKsgKKKKACiiigAqtfWFtqNq1vdQrJG3Y9vcHsferNFCAgtLSGwtYra3QpDEgVVJzipqWigBjKGBB5B7GuC8T/AA9trwSXukIILzq0KkKkv19D713+aYRU2afMtzehialGalF7Hzxe2uqaTetaXtmLWTOF84ko/wBCKpyveyS+WsMa5GcBSf69Pevoi/02z1S1a2vbeOaNuzjOK5NvhfoRmyr3ggPJgE5C5rdYqUV7yPcjndWUdZWPJbPSr/V7tbSzaS7uGPzLB8saf7zV6f4Z+GFjpuy61gJeXg5Cc7F/A8k/Wu107S7HSbcQ2NpFAg7IoGauVnOpUno9EedXzGpU0TFAUKFUYA6CilAxSVNl0POcm9xcUlFFAhRThTaTNMCSio80ZoAjooopFC0UUUyQqO5G61lXOMow/SpKrai/l6bdP3WFyP8Avk1Mthx3PM9MQNcAmu/sUR4VV0Vl9xXC6Sv70V3Fg4SNc1xPc9JbXFvNCtZlLQvLbP8A3oZCv6V57rmnana3gSa48+I/dfFer/eT61zHiezaS0YoOR8wqZDUjz8xOAohyzdyam8u43InnHLnBAxVq3g2rt6E0oR2vQOMRjjHWkaI0dAuSkzQs2M/LXci6gt0TcdqMvFcEltIjrIrEMOmK3bF5i48yRpAR/F2qkxTipGXqrTanqzXlqnkoBgoeGP+0atQxsYvmkZm9WNac+nCUefHxIP1qN1QIWbIYdRim2UnZWMO5ha7uIbSHmSVto9vf+teg2dtHY2sdrCMRRDagrmvD1qk+p3N3tyqDYje56/p/OurropxtqcGJnzOwuaM0lFbnNcXNedazCuneI5SjfKz78ema9ErhvHcRt5o7voGTaWPt/8ArrOoro2oys9TTtdVCRq27iqd741t7RymXkYdkGTXlr+M7u2d4oI4yB8pJzzWYmuTTXXmSHLE9657HRzo9gi8eW54MFyv1Srst9/bUMewMqA5yRXmEfiVpo1j8mLcvJfuf/r11ema8kdqjStg+meaGgVQ1rnTmiYunbtVmyucqPUdqx28V24fc24qTtFW4rm2uf8ASLZ/l/iFRY0UzoYpw5qyGrn0mZSCrVNJfmOIszfhVWKvc05Z1QHnpWPd3iyLu6FKx31gtdBDJwe1AuVLXCE9FzSJFa5YSOpb5ZEyD9OaxTzdGXcwBLY56ZqaJvMtzk52k4qpJKI4mY9AcUhFO5kAlDDli3X8a7nw03mabkuWOR1rzlpxLPJjoM4rvfBzf6O6emOakpaHZoMIoA7U2UZXFPX7opHGVpDuM0TiKdf9utY1jaS+y7nhPVvmFbIrupvQ86srTBeopxpq9aca0MwooooAKKKKACiig0AJk0ZppHNGKAENFFFAC4pKU0lKwBiloFFACUUUUwEooooAWiiigAooooAjooopFBRRRTJFrO11imh3hH/PIj8+P61o1meIBnQb3/rln9QamWxUdzhtKGJBXX2ZzEK43TXxLiutsZf3Yri6noR+E6CIfuxVe6iSVdjjINOicmPGaVhmhgjk7zRvKut6DINQ22nYvn3L1FdY8YbrUSQotwHx2xUF3KEenJsHyVZitFTHSrxWm4wapC5iMqFHFc9qs/lb/eugndVXrWMlgNT1AK2RAh3SN7elUldicrI2NBtjaaTAHGJJF8xh7t/9bA/CtQHNNAwMU4V2RVkcE3dhmjNFFUQLnNcl8R4hJ4NuWyA0bq3P1rrRWT4nsm1Hwzf2qY3PEetS9UOOjPmXY25h1bPNWILSUsDinsXsr5kkjBcNtIPatFGYjISsGjqprmIooZIv4Qed344q4jP13Glt4pZ327cD1rWh0V3UBckmkaukjHlkIXJ55JrR0XxAbGZAckd+a3Lbwbb+UZZDucjGCelcnq2kS2E54OwcCpaJtY9LSeOdFlhOAwB4qhe3oV1QHOTgmsLw7qxNqsLt8y8VLeSD7QX7A0FXKN7cGO+LBuRV20vQ0TSM2CQQax7iRXmLM2eaI5Qv8Xy96VguaIutikq+FcbsVmzajlWSqt/cqi4BrJlutwIAxRYXNY0BKTJhOrHFet+F4BHpsT7Apfk4rynw/aPf3caKMkc17LZfu4UjAwFGBUPRlRd0bK/cH0oPSmxuCvFSAZqGBTVvIvUl6D7praHSsqeLchq3ZT70CH7yiuqjPSxzV4X1Li9adTV606uk5QooooGFFFFABQaKDQA2m06m0AJRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAC0UUUAR0UUUigooopki1T1dA+j3ikZBgf/ANBq5VTVXCaTeO33Vgf+VTLYqHxHmlg+Jq6qwl+QVyFscScV0FlNtVQe9cLep6UV7p1tu+5asAZFZ1nOhArSGCuaZLVhpGaQoBzQ7AGmb80rAPJAqJ5FBqGSQhjVaWcKMmmhDL5/nFamm232a0CtxIx3OPQ+lZunRvfzGV1xCh79GP8A9at6uinDqYVZ9AooorY5ri0UUUwFFI6LIjRuMqwwaUUUgPn74i6QdI8RNhAscnzrtHHvVKRokiSQH5WArufjFp0jw2WoqP3ahonx2zjB/T9a8uW4D2pR+dvSspI3pzcTds9Wt4mVRnJPXFdnpeoRuAUVTxXlCBwcrXYaLP5MBZ3xxUWN/bNnoAvEVfmNcf4tuo5AFU5JNR3OpoTne3A9awrmRrlmkZ8jsDS3FKRFZXH2aXfnj0rRfUTJ948GueYso5pxmcD8MUWJ5i405LuVORmm/a8IeeR1rMacg/Lx60wzMQ3vQLmJ7q6Mp56VXBLsFVSSTgAVGWyea7bwpoIRVvJlBf8AhB7Ck3YFqbnhPSTplissoH2h15x/DXZWrlsVkpgEAVqWxVcc1jN6nQlZGvAetWlNUYW61bQ5UGouIe4yKhBMUgdeCKmzmo3XNVF2YON0aEMyyrkdfSp6yI2MbZFXYrtX4Iwa66dW+jOOpScdUWqKQHNLWxiFFFFMBGbFN3e1K3NJigBKKKKACiiigBKKKKACiiigAooooAKKKKACiiigBaKKKAI6KKKRQUUUUyRawfF92sGhvDzvuGCD6dT/ACrcd1jRnchUXkk9BXAavdNq2pb+RAmREntnr+NZVJpI1pQbkULG2yNxFaqQ4II7UtpBj5cVfFqe1cR6C2sSWjEuAO1ai3LAbWyB61nwRPE2cZqyDTuBaL56c01mwKjDgLzVaW6XOKVxIdcT7FzjNV7Syl1ObJyIVOWPr7Ckghk1K5CIMQIcyP8A0ro4o1hQIgwg6CtqcW9TCrUitBI40hjCIAqjgAdKlFJSiulaHI5XCiiiqELRRRTAKKKKQHNeO7WG58K3PnjKp8wPp7187EYcgdK+lPFtpNf+F763gXdKyZUDvg185X9pPZX89tcpsljbkVnJGkRkZIYAVq29w4jx2rG3lOlTRXBAyTjPaoZoX5pyW68VGJsVWlnDMMUzzPlxSHcmmfcox61TeZtpX0NDyFsimFlEYzw2aGIA+etKoLMFXkk4FJBbS3MoSNTjuewrutD0KCGJGlRWPqRUuRahcp+H/DZcpcXa9Odh9a7aCIRIFUYAp0UajpU2MCspSNYwFUkMDWlCRhR61mA81pWvO2s2zWxpwnir6H5RWahxVtDwKm4WLWacF3VGtTxj5acSWRvEQMio9hFXDUbJmqTsS2MjmePvke9Wo7lW68GqpSk24rWFRoylBM0g2elLWcjuh4NPa6mBHypsxyT1rV4hJXZj7GT2Luc9qSsa21O+lUmeOOIA/IoOTj3rQhu1k4fCn1rKnjqU5WuN4eaVyeijIPQ0V1qalsYWaEoooqxBRRRQAUUUUAFFFFABRRRQAUUUUALRRRQBHRRRSKCiikYhUZiQAvJJ9KYupzPinUSZE01CQGUPJg4NZdvEiydKz5rtr7Vprpz/AKxjgZ6CtW3GWriqSuzupxsi/bxgvWgqAVWtRyK0AtQacxCVpuMVMVqMjFIOYgkbFU5EeeZI4/vMamnf560dKtdifaSMM33fpTjDmZEqlkXbaCO2gSKNcBep9T61MKSnCu5RSRwyd3dhRRRQSFFFFMYUUUUALRRRTAMZrzfx74Am1QjUtKUG42YliP8AER6H6V6RS9al6lJ2PlC4hltpTFNG8ci9VYYNRhq+i/EvgbSvEUDNLFsuwPkmU4P0PqK8j1z4eaho5Lh0kizgZODWcrLVmidzkCc0ozWvBojs+2VdprRXw/BGULOTk8iuaWIgnY1VNs5fBJ4GauR2IZQzCt65063i+WOML6YqsIWFHtU9jRUmh9jBGmMLiuqspQUVB2rmIso1bFrcbVBWpcrmkYWOoiPy1MATVG0n3qDWkgyuazbLSGKnzZq9bcc1XUc1OnFQ2UX0bircR+UVnoflFXYiMCghlxDVmI/LVRD0qzEflrSOxnInA4o2+9NzS5xVWIbEIppWpKrz3KxLxyR2qJzjBXkOKchWKxqWbgCs+S4aZvRB0FMed5my9KEOa8LGZhKb5YbHVTp8urJByKU0qjAoNecqjNXqKJXAADHFWYr4rw4yKqc0da6qGPq0n7rMZ0lJWsa0cyS/dP4VJWMuVOVOKtxXbLw/Ne/QzeE7Kehx1MI1qi9RTElRxwafXrQqRmrxZySi46MSiiitCQooooAKKKKACiiigAooooAZRRRSKCsTxRem10d442xLcfu1/wDZv0rbrg/EF8L3WmjjbMMHyD/e7/0qKk7IqmrspWdtgDC81t2sOFqrZoNme9bFumAK4m7s7UixbwfxGreOKbEpCc1IRxQFyF+tRP8AdqV+tRP0oQr2KdvA11fBFP7teXJrolAVQqjCqMYqpZW3kxZPVjuNXBXXSp21OapO7CiiitjEWiiikAUUUUAFFFFAC0UyWeKBd0sscY/6aOFqEalYHpfW5/7ar/jU88e5XJIs0tVZL+zihaV7uAKoyTvzxXG638QFXdDpMRL9PPkHH4ConXhFasqNOTOo17XLXQ7EzT4aVuI4/U15TqWp3Wq3DXd1IXZuFB/hFV5bi41K6Ml1M8j9SzHvUTkg4xxXj4jFObstjuoUVFXYsA+bmklfN1EOxzSI2GzTXyGSTsp5rk5josV2m8y4mRgQyP39KCM1JdWolkEsTbX9fWqbzywnE0ZX/a7Gu2lUi1YXLcm8up4DtOKhilEg4p5OGrbmQWNuynC4wa3raYMtcXFMY2rUt7/HfFK6C1jqN/NSI+aw4Lxn2/P1rZtVLAVN0BdQ/KKtxNytVlT5atQgDaTRzJENF9Bk1ZQYWqoniXkmh75NpCmpliacN2T7Nsub8Ux51FZ5umIpvmFutcVXNYpWgi1Q7lx7okECqjne2aBTsYryK+KnWerNowURqJipV4FIOlKDXOUx1JRTc0AkLmlzTM0ZoQEgpaaG4pc1ohMcCVPFWY7ojhqqg0tdeHxtSg7pmNSnGe5qA5GRS1nRyuh4PHpVuK4D8Hg19LhcxhVVpbnnVKEobE1FFKa9JO5ziUUUUwCiiigAooooAZRRRSKKOr3o0/TZbg/3dq/7x6V59Zje25/vMck1teLr/wA69jsVOVhG5wP75/wrMtIfu8VzVXqb0Y9TYgRQBitm3TIHoKzbZOVzWxGABwMVgbk4obinL0obpQFyu9MhTzLjb2UZp0hxVm0ixGZD95jn8KumryIm7IsDpRRRXelocbClpKWhgFFFFS2AVTutXsLIlZ5wsg6oOTWX4r13+yNPKQvi5kHBzjaP84rzszPIN5zk9cnNcOIxqp6ROqlQ5tzvbnxraRsRFbSuf9ohf8axb3xjqNwhSER24PdB8351zYbJpTXmzx1SSs2dUMNGLuEpeZy8sjux/vNmongZlxTyaY0jjvXO68jb2cQO2CHb0J9DVEnJp0rM7nNECbpKn2je4+RFqGLZDuPU1DImTmr2w+XtApFgz1FS5FJGcV9qCOCD0Nav2bP8NMayJXIFR7RDsZiZAx1qQYK4YAg9jUz2rqMio/LYdaPadikh8EVsjbvssJ/4DWlBY2s3ztboAf4Rn/GqEajvn8K3rKPhazlWmtmVyog/sbSyMvHInssn/wBam/2LpoPFzIB7jNbXkxnggfjSG1gZsEoPxrJ4mp3GoxM63tLC0cMsjSH/AGhWkt+iD5ENKthbhvvKanW1hxwuan6zU7hyRIxfSMOFUVZjnlZR0/KnpFGBjYKsRhQOFFZyrVHuwtEiUO3WpBGx6Cphg9qcBWEnJ7isiNYmHWpAgGMU8CnYrNiEA4paWimhBRRTSasQE4pmc0E00GhDHZpKKKAHA04HmmA04GmhMkU1IOaiBGaeDTJaHYo6UoNBFXGTi7olpdSaK52/K9WlcOMrzWYwp8Mxib2r3MFmnK+SoclbDpq6NKimq4dcinV9IpKSvE89prRhRRRTEFFFFADKp6jfpp+nzXL9VGFHqe1XK4XxfqTXN8tjG+I7fl8D7zH/AArOcrGtON2c+Xea5aVzl3Ysx9ya3LMdKxoUzIK6C0j4Fcknc6+VI1rVfmGa0Yuoqnbx/NV5EwakCfNMc8UtMdsCgRXl+YBR1YgfrWmgwoHYVQtk33W49FFaFdFGPUwqy6BRRRXUjnClqvd3tvYwGa5kCIPXrXPX/i2N4/8AiWMGOM7n4/KsauIhTWppCnKT0N7UdSttLhL3L4b+FB1b6Vx2peNLhhst0EKscburVzmp3s88jPK5ZveslH867hjzwzkGvIrY6UnZHdSwyW5b1K6m1DUreKV2keTLuSe3+cVOVxUFvCJNcuHH3YlVFPvWg0DV5tWpeR2KKKmOadilUYkwakVC7hR3rLmRViLymNRSxFRk1rC3IXGKhKZyCKnnuPlMcxMT0q1DCEUcc1cEWei0SJhkX3ocx2JPKKxAkU5IzWjdwfusr2qsgrOVRisNSLcOlPtlHnbWHFWkgyuRVKVxDLn0PaovcZZudOVoy6D8KwZ4GjfDCuzt08yAE96o6hpokQkCpVSzsyjllXkAda3rUyRAfKPxrJlgeCTntXS2aK9sjEc4qpyGNM6HrGKGkjLZ2CpzCvpUZgz/AA1je4DVuNvRV/KnpPIc805LbHNWUhVe1ILkaSSSHFWI0cNyaVVA7VIBSJZIDTweKYKeOlSxDwadmmA04GpaGPopAc0uaZIhNRk04mo2NAhCaQHNNJpynIzTHcdS0maWgBRSOwRCx6UtV4z9pucDmFOSfegC1CjFdz/gKlHWgnA4oFFyR4PelzTRS07iAgmoyj9iv41LnNAFGt7iuPgnKEI4H1FXweKzCKvW8m9cHtX02VYy69nI8/EU/tIlooor3ziCiiigDP1a/TTtMmuW+8F2oPVj0rzIM0sjO5yzHJNbvi/UzcXsdhE37uE7nx/f/wDrVjwx857CuSpLU7KULalu2iAI4rctkHy4rNtItxFbdrH6ismbMv269KuAYFQRAcYqyBxSIbGk1G/3c1KaryHKEd6EHQnslxEz92NWqit1KwKtS1201ZHJU1YVj+KfEMHhbw7d6zcxtKtuoCxKceYxO1Vz+Oc+1bBKr8zttQfeb+6PWvmTxbJ4u8UaldzXC3ctk1w3kw7wsYUE7cLnrjnPvVOSW5KTDVfi3rmsXZe6t7T7OBhIFU4Uf72cn8at6T4vtb5hGu+3uG/hZgQT7GvPbvTL6xx9ptZYwehZaqKzIwZSQR0NYVaNOqtTWFSUGe7LNHew8HD+h71R0gFtUMcoyVVsfWuZ8JeIBdyC2nk23gH7tm/5aY9feust5Yhq013hh+4Zmz6ivBrUZUpNM9OjU51c09JgLLNMf+WkrH9cVqGLApbG28uyhwP4Rn696nlARcmvKqVHzHTYw7hfLmz61d06FZFZz1BxVe+QFA1aeiR7rNmpuXujsMuAQuAcVEsAMe41PMMyH61YiiRoxxURkMoxJ+8qO4iK3S59aumPZOKgvebpPrVc1wNYxb4s9jWa8QVzWzEMwj6VmzjMpqbiHwtlKztRUJ82KuRko1VtT5hzQBs6O/m2SnOeKtEgvsNZ/h1t1iB6VNcymO6OKyluAzUNLSeMsgw1LawPDAqGrEdxuGetKXz2pXGIqe1SAAVF5uKUSk0CuOIoAo3GnJyM0CHCnimilFIQ+lFIKKQD6cKatONAC0uabRSsIcaiNPNQzOEX60CGEl5AoqfaEAFNtk4LnrTmPzUxjTwRUuMVDGd0+KmY/NigCtezeTauw4OMD61JZRfZ7VEP3yNzfWqrj7XeCPqic496v5yMelDAfmkMgUZbpTGcRoXboOtNgDSEu6kD+EHr+NIksIWPzNwOwqSmilqhDgKKBSmi5L3E60+F9kgplLXRhqjp1VJETjeLRo0UyI5jXNPr7qnPnipHkSVnYSiiirJPHY2aSZnc5ZiST71p2y5AzWfapljxW1bQgKCRXnt3PStYv2kYAGBWvEpVap2aKAK0EXNIC1Fwo4qwv3agjHyipc8UEPcVhxVVhmRV/vHFWWOBUEWJLoD+7TitRS2L4GBj0oZgqlj0HWjHNeYfEf4oWOi2raXpUkF9fSFlm2yfLCB2JHUn0zXbsrI5L3ZqeI/EX2ub7PC5EAPQcb655TurzD/hYeplyz2towPba3/xVa1l8RoN227spEHcxMG/wrycVhsRN3R3Up0krM7G702K4j24Az1BHBrnrnwRp+sI62qpZ3g5BH3G+o7fhW7pHiXR9U2rFdxb2/gc7GH4HrVu7tXt7hbqDsc8d64o1K9Dc6VGlNWR4ddW9zpeoyQSgxXFu+04PIIrvPDWuDV5EglbF0wVWJ/iGetR/EbQy8qa7aAmKVdtwAOUf1P14H1rn/AbEeLrMf3iR+lepV5MRhufrY44OVKrY+go4sRIPSq96vIFXIuY1NVbsfOK+PvqesZF6v7kVp6GM2hWqN2MxVa0SZQTF3q76DJLmBo3JPQ1LafN8taFxB5kXuKzLYlJuDWd7APmTElULnm4StSUbmzWZPzcLVw1YG7bf6kVnTD9+1aEBxCKzJn/ANIal9oQhXGKraiM29Xgu5M1Bdx5t3z2FWnqK5N4YfMDCtHUIMgSAVzuhSvHeFFPy+ldg6eZDis6i1GYiMV6VMjkjmmzwmFvamIc1AE3epF6daizikaQBaYD2YgjHc1bQYXFUoiXcZq6TgUAOpRUYOakFSJjgaWmFqUGgQ8U4U0U4UALRRRQSOqpN88yoKtE4BJqGBN9wX7UgJwNkeKjJyDT5Tiqk77IXOcfLTGPs8tNIT2oupCgbb1PSk01v9D3nqeahB8+8HUqKAJ7dPJthu++/JNSjbsLucAVCHE1y4XlEOM0zd9tkMcRAiQ/vGH8qAHwBryXzWGIlOFHr71oUxQEUKowB2FOBzSEOFLSClpkscKcKYtOoQhab60tFVF6iLdu+Ux6VNVK3JEtXa+2y+pz0EeTXVpiUUUV3GJ5faRqCOK0kPIWqtsg8sGtGGMAZNeaekX7QYxWggyKpQjbtq8nSmBZRflFSYxUaHCink4XNBDGSHFMtFImZ6Rjuppu4bDTbi8nbEcWWP4Cqi7aia0E1/UBpegX19li0ULbFVclmIO0fnivlu28H3lwxkuZ4rZSc/vG3OfwH+NenarqmoeKb0M26O1DfIOyirVh4ctYgGdTIf8AbOawxGYci90unhYtXZ5wngGJ1ydchX/tg3+NSyfDK+dd1jqNlc+xJQ166tlbf88Yx/wGpP7Ks258nDeo4rz/AO2KiNfqkDwHU/CmuaOvmXunTJF/z0Ubl/MdKl0nxjq2khY0uDJbjrBL8yn/AAr35bNokxE5IH8LVz+tfD7RtZzKIfsN2eRLbIME/wC0vQ10QzSjU92qiJ4WcdabOY0vxhpurW8tncqYHnG3ynO5GPsf8ax9E0U2PjO2kgI8pZSGXP3T/hWH4n8Ian4amH2lVktnP7q4j+43/wASfY1N4W8SJY6msmozSGLGN4G4+wrsdJezcqLumZxqe9arufQNsMwofUVDdpnJrG0Xxr4d1NEig1SFJemyf92SfxrbvCPJDJ84PdeRXzFTC1YP3lY9FVIvZmbLHvjIqnaFor1ADg5rTVSUHykn0FZzLi+XHWs1Sl2K5kdYDlc1kTp5U25ehNaED5hHB/EVVn5krKVOSYX1AEOoNZs4/fr9auFio4qG7UFFbvVQvcbZoQHMK4rNvP3Vx9av2h/cCqOrAcMp5pa8wrlm3G+OnvEGQgim2Y/0danPFF7DOcEb22ojbwM12lq5e3UnriuevocMkgH8VbtjzbLRN3Ar3w4qsgAWtC8i3JnFUCNmM1mhiMcUxhkYqGV287bU8QyvNVYCaBNoBqcnIqIHgCpoxmkA9BgCpDwKQDAprGkIUYJp6+tRrUgoAcKUUg6Uo4oYh1FIaUUhCScqRTrdcJSEZp6DbHQBHN1xWZqMoS1f+8RgCtKQ1hao4Zgg7GgDXtF2aaP93NUoZGihuJF4Y8L9auwZ/s7/AIBWbcTC1tkPVidygd27U0A9pGjRbOFhuI3SOD61pW0SwwhFGB/OsewVi21jlyd0h/2jW2pxihjJQaeKjHNSCpAcDTqaKcKZDHCgmkFBoJHUHpTaWi4MdA2Jea0BWYpw61pDoK+tyepzUrHm4qNpXCiiivZOQ8+hQCIAVfgGQOKrRL8gq7GuFFecem0XYgCasp1qtDVpeooEWF+6Kc33ajB7U4n5aCSM9K5zxLqVi+mDTTKZZGdXeOJSxxkntXQO3FcdcwlrmQ4ByxqHqUkUIJ4UAjjspseyD/Gr0F3a8BxJCf8ApohA/OrKW/yjCg/hV2GzIfJringlPqbKdiJAjoHRlYexqRV//XVs6XE4DL8j9mTg1FJazWvzN86eqjn8R/hXnYjAThrE1jUQxRUm2kQqT8rBh6ipscV5svddmbxehTvLC21GyltLuFJYJRhlYV4P468FSeGL8NDlrKbmNv7v+ya+hK4f4iIH0xlYZHzH9K9TLMZOnU5L6M58RRjOLfU8Ltz8pHpVh9QvoYtsd3Mg9Fdh/WqlsSWcGpZORX1vInqzx+ZoVdY1JG3C+uQfUStUsviLWJYvKk1O6dP7rSms9xg1D3p+zh2Dnl3Ok0zxdrtiQtvq93Go6DzSR+RrXHxJ8ThT/pFvJ/vW65rhc1bjkDDg1lKhSeriHtZrqdS3xQ8SZ/1lsPpAtKfij4hdQrm1b6wiuQniwdw6VD3qfqtH+VD9tUXU9Cg+LWtRR7HtbKQe6MP5NVuT4sG4h2zaY4fHWO44/Iqf515qoyKYwxUSwWHf2SliKi6nq1p8YXjBD6OHUdxPg/8AoPNX0+MGmPjztOvU/wB10b/CvHY1zmnEYrN5fhn9kpYqoeyS/FXQZl2Nb38ZBzzGp/k1b2kfFLw1OvlySXdvjgNJBkH/AL5Jr58PNWrZ/wCGs55Xh5LRFrGVEfTMXi/w5eD9zrNm2ezSbT+RqpeavpyoG+32mB1/frXz5WXM3701j/Y1LuV9en2Pd7vxjodvJvl1SDHpGd5/JarH4o+HY1wv2uQjskXX8yK8OpOtbRymhHcTxs3sezt8YNKjkHl6ddunfcVU/wAzRD8ZrQZJ0ifHqbgf/E14ynDVZTpV/wBnYfsT9aqHsjfGawK8aVdbwRkCVf8ACs+X4yMWJi0UFfSS45/Ra8toHWhZdh/5RfWqnc9XT40SBQG0CP8A4Dckf+y0H40yYymhIp97kn/2WvKxzS96f1DDfyg8RU7nqC/Ge6DAtosJHtOR/Sr8fxottuZtEnB7+XOrfzUV5EBSjih5fh39kFianc9mh+MWjvjzdO1FCfRUb/2YVoW/xY8Ly/6yS7h9d0Bb/wBBJrwojNKErN5Xh30K+tTR9H2vjfwzekLFrVqhP3RM3lk/g1b0cqSxh45I5EPdHDCvlQp+XpVi2vbqy5tLma3b1hkZP5Vy1Mmpv4WaRxr6o+oJjiM1zNy3m3LsOleQRfEXxRYRc6k10igALcqH/XrTo/irrCbt1pZvk5+4Rj8jXHLJKq+Fo1jjI9T6AtBusgvqK5i6ujdauwh5SA+XED3bu1c54Y+Kb31wljd6a0byKRHJE+4LgEjIP+NQDxnpWh3xW+eaWVeogQMFJ65Oe/pXP/ZteMuWxuq9Nq56PZW32eHaTlzyTVsV5VcfGS0X5LPS53/2ppQv8qqN8Yrn+HR4j/10mY0/7KxD6C+s0+57MrU8GvDZfi/rTk+VZWcanthm/mahl+K3iaf7r2kS+iwDiqWTVm9TOWLgtj3sGnDmvnhviH4slwTrc64/uKq/0qtL4x8R3GRLrd82f+mgH8hWqySfWRm8ZE+kwrH+FvyNLtI6gj6ivl465q566rfH/t4f/Go31XUm66len63D/wCNarJO8ifraPqTaT90Z9aQGvloalfYP+m3Rz63D/41o6V4u1/RZt9nqcxXvHMfMX8m6fhRPJNPdkH1uJ9Jk4q/CSYxmvKPDnxYtNRljtdXgW0lYhRKn+qJ9/7v8q9UtHEkAcdOxHf3rfLaM8PNwkjKvJTVyeiiiveOM4pAOKsCoE4xVhDmvOPT3L0QxirA6iq6dqmB5oJZMKcelRg04nigXUry8LmufEZZ3I/vGt+Y4jb6VlwR7Vx61HUsfbRALuIq9HETyabBGCPYVaWrAVF4qdaYq1KgptEXKM+nK7b49iyehHDe59/eqSn5mRvldfvIeorex3qvdWi3KDnDL0bvXm4vAKquaC1N6dZrRmXiuQ+IMRbQ2cDnkfpXXEOsvlsPnA7fxe4rA8XFf7FkBOMg/wAq8fDwlTrLm6HQ3zRdj5pjJWb8atnkVvjwBr0k26G3hkBOR+/QfzNOl8D+I4l50xmPpHIr/wAjX2SxFNdTyJUZ32OWmXC8VWxXQXfh7WLRM3OlXkS+rQt/hWM9tOjHMLj6qa0VSL2Zk4y7EFPQlTkUpRh95SPqKTGKpNCs0WA29arMMMacpIPFDYY5ouKw5OVpsq45oU4p7MGSgBsHU06QZbNJCPmNTEZGKAIVGalgOJsU1RScrLkUAaOc1mXKFZSTV6KTfxUF6OFNMClRk0UUgJIhlvpVgVBBwTUgOZaBktA60UDrQA9elOFNXpTl60AOAoxTh0paAEpwFIKkAoAKYxxUp6VWlbDUARznMLVQVSzhRV+UfumqparmagDVh1G40nZPasElwVDEZIBFZTTNNK0jklmOSTzVnUDt8tO+MmqaDNKwXZYSp1HFQp0FTrTsA5RUoGKYtSClYQ4NipAc1FThSYD80ZpKKAFzRmkooARuVYeoxX0D8HdWuNU8GtFcyb5LOcwAlsnZtBXP6ivn4817b8Dl/wCKf1V9gBa7Ub/UBf8A69FluO56pRRRVknGrwRUwqIdBT1rzz0y8jdKmDciqsfapx1oEWAaU1GDTiaTEQz/AHGqpGM4qzOfkNV4xjFT1GW4vu1YUVWjOOKuoMrVoTJEX5alC01OFqQDitLECUUhopAVby3FzHtY/MOVY87T61w/jLf/AGNMsg2yLyw/rXfscVyHjaAPpM8pOeMYrgxGGjKSkjpoVLbnN6Lc+baWjN1MYzz7V0KToTyK4rwpP5+nRA/ejYpjvXXRMrNgV4+IhONR2O5SjJF9JFA4FUZVilmYv8w9G+arAGBVNx+8NYxnUj1Jko9iGewsWj5tLc/WFD/SsqXRdJlY+Zp9s2ev7pR/KtmUfKB61nuea2hXqLZmfJF9Ch/wjOgN97SbNj6lD/jUT+B/Dc3XTkXP/PN2X+taQbmpUY1qsZWX2gdGHYw/+FaeHpY22xTqR2E55qBfhbou4fPP/wB/v/rV1kTkMMVZEhPU03mFdfaJeHpvocWfhTo7vlbi5j9f3nX9Kd/wqPTn5XU7vHptTj9K7hCDVlHwKFmeIXUX1amuh5o3wdj42aq4x03Rg1Vf4O3O7CaxCx94CP616yHzThVLNsQupP1Sm+h41J8IdbC7ob2xb/fkKf0qjd/C/wARKoVmsjjusx5/SvcX4FU52LLg1pHOavVC+pUzw8fDDXt2C1oPcyn/AAq1B8LdRcfvb63Q/wCwrN/hXrLnFIgyap5vWeyQlgqZ5lF8J7gn/kKxA/8AXFv8anT4SXG4f8TaH/wHb/GvTo+Dmplb5hWbzfED+p00eX/8KjuP+gvD/wCA7/40o+EVx/0F4v8Avw3+NeqbqA1J5vX7h9Upnly/CO4x/wAhiD/wGb/4qnn4O6gFJGqWxbsPLYf1r1ANmr0ZygzS/tiv3D6nTPGJ/hPr0f8Aqp7GX280g/8AoNZVx8PvE9v/AMw0yAdWjlU/1r3803Oe1XDOKqVmrieCh0PnCfw5rNt/rtLvFx38hiPzFUjDJG2x0dWHUMuK+nURWJ3Clmsra7i8u4gilT+7IgYfka3jnfeJlLBdj5gJCjniqM7Zlr6L1bwD4avoyZNPjhkznfDlf0HH6Vw2ofCexmZmsb64iY9FkCuPxPB/Su6jmtCe+hhLCTR5bIcwmo7Ifvq7O++HHiCyiLpDHdxL3gbLH/gJrmxpt1aXGye2lhcnAWRCprtVeEleLMnSknsdjovw8ttb0+K8luLuOaRdzBQu1fzq+/whhJ/c6o64/wCekQP8q73SbeO106CNByIwpP4Vog14NfNKqm1FnoxwsGrnl3/CpLgfc1e3/GBh/WnJ8I7s/f1eEem2E/416oozUqCud5vie4/qlPsedQfCG2EeZtVm3H/nnEoq4nwk0lD8+p37/wDAEH9K74U/NYyzXEvqH1SBwqfCjQ/4ri+f6yKP5Cpl+FXh/u15/wB//wD61dsDTwazeY4n+YawtPscR/wqnQO0l6P+23/1qcPhT4fIGZL0n187/wCtXb4p1CzDEfzD+rU+xwj/AAn0Flwk16h9fNB/pWbe/B6MpustXct/dniBH5rXpwqQGtI5nXi9xPDU10PnTWfBWvaErPc2fmQr1kgO8Ae/GRXqvwNGPCN+ezXnH4KP8a7V0SRdrorD3GeKi8PaVbaVLfJaRCKK4kExRegbocD8q9vA5l7d8klqcNfDqPvI3aKKK9hHIccjZQVIvWqlu5OFNWxXnnpFlGqVCTVVWxVlGG2gZMDTieKZmm5pCI5DvO0Uqpimx8sampAKg5q7H90VVQc1aTpWiJJ1Py04tUQNISRVXJsSFqaWqAvTTIMc1LYJEjvXP+KR5mizKemM1sPKuetcx4pvAtjIhbrxU7lJWPCNZvL/AEy4/wBEvJ4YyTkRuVHtVCDxXr8T/u9Zvlz6TtW9r9oZbC4fGDGA4/A1w4ropwg47GFSUovRnYQ/EHxTAMHVGlH/AE2jR/51ZT4oa5E2JobOfH9+Mj/0EiuOgckbT2pLlDw+KTw9KW8UQqs+53v/AAtq6f8A12k27f7sjD+eaX/haUbfe0cj6XP/ANjXnOMUlT9Sw/8AKUsRUjsz06L4k6cxHmWFynrsZX/wrQt/iJoJfEn2qP8A3owf5E15DR2rOWXYeXQpYup3Pbl+IPhkD/j9lH1gb/CpE+IHhliB/aRX6wP/APE14Z3oHWo/srD9ivrtQ97j8d+Gy4A1WP6mNh/StCHxh4edMjWbP6NKF/nXzwOVpAOazllFF9WNY2Z9K2+v6Tc/6rU7N8/3bhSf51cF7CD8sqN7LIp/rXzIqZFMIIPWsnktJ/aZf16fY+nJb3jt+Lr/AI1Rlu2J6D8WFfN5kcfxt+dBnl/56N+dL+xIfzDWPa3R9EtcE/3f++xU0EoOdxRcesi/4184faJf+ejfnS75ZB98nHvTWTQX2h/2h5H0us0Q/wCWsf8A38X/ABo89B0kjP8A20X/ABr5mLMD1NAlb+8ar+xofzB9ffY+mDdgdZYx/wBtF/xqM6jAv37mJQOpMi/418172/vUeY/96l/Y1P8AmF9efY+lo9a03P8AyELT05nTP862oLuCRP3U0Uo9Y5Vb+tfKMBYzJz3rRnQr86HYfVeKl5JTe0g+vvsfUhLH7qk/SoxKM818vQ69q1vjytSu0x/dnb/GtSDx94otAAmr3JHo5DD+VYyyN9JFLHp7o+ko3yasL0rwPTfiv4iWX9+tnPj+/Dj+XNdbZfGKFkH27SGRh1NvLuH/AHyf8a5KuUVobamkMXCTPSbtwkfNY8cgMgrnh8RvDmpMEW/a3Y9RcxlMfiMitjS54b9t9tNDNHnG+KQOP0rjng61P4om8KkJPRmsRnFQ6hNBZaZcXlw8cawpkO+PlY8D9askYrzz4uar9m0C201XAkuZ97Ln+FB3/Fh+VaYOlKrWUBVJKKua9r4g0dQqnVbEfKBn7Qv+NaEeuaR/0FLP/v8AL/jXzSCfU1KgPc17byel3Zx/XX2PplNb0j/oKWf/AH/X/GrQ1LT8cahZ/wDf9a+ZIkBzlQfrU3lL/dX/AL5FR/Y1L+Zh9efY+lzqulL11WyH1nWqz+KfDsf+s13Tx/23WvnQIq9AB9BT6f8AY9Pq2T9dkfQQ8b+F/wDoN2v4E09fHPhYddctB9Wr56oBPY4p/wBjUe7F9ckz6H/4Trwr/wBB6z/76NL/AMJ14V/6Dtn/AN9V888nqaUDmj+x6Hdi+tyPoiPxr4WkbauvWWT6vgVuW11bXcYktriKdGGQY3Df1r5dPNLFLLBIJIZnicfxRsVP5ipnk9O3uMf1uXU+qKtWI+Zz7V8+6F8T9d0krFcyC/temyb74Hs/+Ne2+D9es/Eekf2haFgjHYyP96Nh1U/n+tZ4XL6lCspPYdWqpwOipKWkr6FHnnn8D7HFaIORWUKu28oZdp61556xbBqZWIqAVKDUsROrmhjxTQcUxn5oETRDANSU1B8op4FAEkdTq2BVdTinlqolon30x5OKgMmKheRgM5ouFiV5cGonlHeqM93jPNZ9xfkKRmk2NIvz3QBLZwBXI65dtfMIIgxYt2Gc1bluZbj91EpZ2OABXV+H/Dcenxi4uQHuTzz0WrhByJlNROQ0n4aXN/ZyPqtwYROpCwxgbl9OvSvny7t3s7ua3f78UjRt9VOK+1TXyh8S9O/sv4haxAE2RvOZkH+y4Df1rrhDlRxznzanLRPh6usNy1mjrWjEwaMU9jMqTpt5qHOau3CZTNUaaGGaM0lFMAp2DSA4NTA5HSgAUfKKjbhqlqN+aAJ7d9y4NRzHEmKbE+yTrxTrghnBFAiNjk0hoooHcTNWYBhc+tVwKso3ygUWAhlGHqOrEq5Gar4oC4lFFFAFq0TMgNacqbozWfZda1aAMWRCtMNXLxArVSIoET2TgTc1rA1jW3+uFawNSO5R1BcHPrTLSaaJjLBPJDIgyGRiD+lTagMqtV7XnzB/s0WTDmaOr034l+JdPCxm/wDtUY/hul3/AK/e/Ws7xX4svPFd/Dc3kMETQxeUohUhcZJ9feueFG1mPyqT9BUKjTjLmSsy3UnJWYseN3NWY13GoYred2AWGUn0CE1qxaTqDoCmn3RHtE1NzS3ZKTIkUAVJV2LQNYkxs0q8OfSFqsDwt4hLBV0PUGPtA1T7WHcfLLsZWKXFbP8AwiPiTvoOo/8AgO1L/wAIl4j/AOgFqP8A4DtR7an3Dkl2MXFLjFbDeFfECfe0TUB9bdqrtoWsIuW0u8A9TC1HtqfcOWXYoYp1TvYXcZw9rOp9DE3+FRNHIn343X6riqVSD2YuWQ2ij8R+dFNNE6iYr3L4IWpTwrfXOcrNesoHptUZ/wDQq8Or6B+Dibfh7Af791K/54/woFqd/RRRVIDzzGKfGdrA0nagGvObPXZpIcqDUqmq6H5FqVTQJk4PFNJywFNLgLSWzeYzPQKxfQfKKfjApE+6Kf0oAYaQtQ7VVkkPai4iVnqldXQCkCo5bva2M1Rlcv1ouFiKeZpOnFUWLbwmCzt0A71ak+UZrotC0Pydl5cjMh5QHtVwg5MznPlRLoGhpYRrcTgNctyP9kVvhqZjHNLXbGKijicmx9eLfFvwb/a3ie3vo7kQmS2VW3JnJUkdc17SK5TxxaebpsNyPvQScn/ZaorylCDlEqlFSmkzwP8A4V5MeF1CMt/1zP8AjWrb/CrWHj/dXNjIp6FpGX+ldSDXR6FcsYfJbkLzXgTzStHc9T6nA8pu/hl4mhBKWsEy/wDTOcf+zYrCuPAXiWAkyaW6464kQ/yNfSI5ArLvRiQmlDOp9UiXgYdz5zbwvra/8wu7P+7ETUUmg6tEu59MvVHq0DD+le3yn94aanf0NdCzh9YkvALozwh7K5jGXt5FHqVIpqRsOqn8q+hrU/vOp/A4rRiZPMAkBdfQjNV/bMVvEn6h5nzZtOOh/KomHPSvqMW1pLH81tCwPZkB/nWfeaZpzEhrC1YHsYEP9KI51T6xF9Qk9mfNOKCM96+hn0TR3XB0qx/8Bk/+JrHvPCugtNn+y4B7Llf5Gtlm9F9CfqMzxCivZ/8AhEPDzddOQfR3/wDiqsR+B/DLxswscPjgea3+NV/atAX1GZ4mBTwcV7bbfD7w3KMvZMD7St/jUtx8N/DSw7hbSf8Af1qP7VoC+pTPDyeKhYYr2UfDvw9I/wBy7X2jnwP1WnTfDDw+sRI+2f8AgQP/AIinHM8O+ovqVQ8WxRivUpPh9pG4hTdKPeUH/wBlqs/w9sGf5Lu4Qf7qt/hWizGg+ong6iOCsRz1rTLYrttN+FZuJD5WqAL/ALUXP6Gtc/CGUddXH4Rf/Xo/tHD/AMxP1Wp2PKLsBkzjmsyvYLn4QTSDamsoD/twnH6VyOofDbW7ORxD5FyqnGY5ME/gauGMoTdlImWHmuhxoJBBHWtWCTzIwe9UrvT7uxm8q6t5IXHZ1IqS0YhitdKd9jFpluWPfGRWZDujucVrVVki2ziQDNAWOs+G2k295qN3cXEaSCBNoDrkbifT6A16b9ngH/LtB+EaiuE+GPyLftjgyAH9a9APNfO5nWnGrZM9jCUoundotWhQEqIwPfNakbnaFODj2rPiTAAq9CnXmvInXn3On2cexOG9FX8qeppESp1jrB1p9wcI9hBTwKUJTwtHtp9w5UhgANPwKXFJto9tPuS0uxIp92/76NRtDCxJeGJ89dyBj+tOHFFNYia2ZPJHsZs+kaPd/wCs0y0f1zCv+FZF78O/DOo5Laf9nf1tnKD8q6cIF6CnhcVtTxtaOqYnSg+h454g+FF9Yo8+kXDXsSrny5BtkwPTsa9Q+Gto9l8PNIhkUpIY2d1PZi7H+WK0iSOhrRsQFs41VQoxnAr6HLcbOv7sjzsVRjBXRapKWkr2kjiPNll55qQSg96gxSgV5tj1zTt3yuCasg4HSsuNiMc1fjnVgAetDFYmPzDFWraPavTioIh8/SrqkKuKQiQGhmwKieQL1qJrhAMk0xDpJQOtZ9xc9VWmT3ab+tVC24/WgLiEktzRn5ggBZm6Ad6ntLK4vZcQplM4MnYV02naRDZDe4DzHq/p9K0hT5jOpVUUUtH0LaVur1P3g+5H/droNuO1ApTXZGKijilJsbRQetFUIUVQ1y3N1ot5EBuLRNge45H6gVfFDDKkVNSHNBoqEuWSaPF6v6Xc+RPjOA1VbyL7NfXFvjHlyMv61CrFWzXyFePvNHvQleKO9hkDqMGobyLeu6szSbvcoUmtgnNedJWZZyl7EY5Caqh8VvalbZBIrn2G1sV0Qd0CLlrJ+8rZt03nmufgYLIK6CxkV6mewF5V2jAqlenGa0AKpX8RMRYVgmMzg2ap3YIYN2NNklZH25p5mWWHDda6Y7AV15NWYfvVXAwatQctQ0Bo2hwTVpxvQqaq2ww5q0ehrOQijs2ORSyt+4Ip8g+bNV7g4jpxGZTnDmmEc0+f71Rg1vHYDpPDpyxrpH6VymgzbZMCusADpmuWo9SZGfKduTXP3j5lYe9dHdLtyK5q7H741KbT0BFSaNJo2jlRXjYYZWUHP51nxeAvD98XL2xhdjndE7L+mcfpWieDWjppO812U8ZVpr3WQ6MHrY5l/hRYnd5OozxZ/vqr/wAgtZk/wnutrCLVYW7/ADxFePzNeog4qO4lMUDuO1b08zr3tch4an2PPfDWjroV3qFn5rSeVIql2GNzYBJrrYjGOSc1y2kSm4nv7g/x3DY+g4FdJaD5KzxU5SqNyNqcFGNkaUTocYWr8L4X7orPhHIq/GPlrgmUWUk/2RUqtUCjAqRTWYMmBp4NQg1IDxS1IY6ikoo1JsLRR+f5UUAKKCV9aMUhFMY01sRoEjVccgVjgZljHYuB+tbQFfTZJFWbPNxkr6C0UUV9CeeeaYozinuuFqEnFeZc9cnRqswAFsms7fg9alS4Kii4G2HxQbnHU1ji696Rrr3otcTNV7sY61UluQVNQRQ3d1/qIJH9wOK2rTws77XvHx32LVxg2YyqJGLHDNdTbYo2c+wzXRWHh0Lh7xwcf8sx2+ta9tbRWkQjhRUUegqcV0RopbmEqvYI40iQKiKo9AMVJTaXdWySRg23uGaTNGaM0xDqKBRTsAopRSCgnFA0eZeLLXyPENwQciTEn5//AKqwsYrtvHcBL2Vz2OYmP6j+tcaUr5bG0+Sqz3MPJSgmT2FwYpQM11NvL5sdcQzGNwa6HSL3ICk15lWHVG5r3EfmRmuYvYtkhOK6zqKx9Rts5IrKnLWwGCrfNWrYTYcHNZLrscip7WXZJit2roDr433KDRKgeJgarWMu5MZ5q714rklowOWvoNjE1RBINdLe24OcisC5h2McV0QloBEJMVatpFLVnk4NPil8ts1bGdHB61OxyKo2EnmAZrR28VlIRVkFU7kfLWjImFJqhcEbacWMy5x81QVYnHzVWNbxA2dGbZLXZWzEx1xOmnDCuvsSSK5Km5Mhb1flzXMXoxJXW3Kgoc1ymoDElShxKBPNX9OPz1nE81f04/PWnQs2xWZrlz9m06d+wXNaINct41uRHpFwoPLrgVeGhz1EiJOyMfQHhj09NoaRpGLsQOOa6O2uJjwlhIR67hWZo9stvZW8W3G1cV0lsAFGK9r6nGcm5GDqStYSFrp1yLeNPZ5P8KuJ9vIUBbYfif8ACpYh8tW4jgVawFLsQ6zRGLe6P/LaD/v2amWznbrcoPpF/wDXqzGOKsIMVSwNHsQ68imunTH/AJfCPpGKX+zZP+f+f8Av+FXwaWqWDoroT7WRn/2Y5639z+G3/Cj+zD/z+3H/AI7/AIVoUU/qlHsL2sih/Z8w+7fS49Cqn+lRy21+i/u72JvZ4P8A69aROKikcUnhaL6DU5MyQdXhZjI1nMvoqlDiojrsUBH263ltlP8Ay0I3J+YrUlf92az5VWSMo3KmsZ4ClLRIpVGjTsHhuXjljdZIyMqVPBrWFcr4U0qSyurqXJWxYL5SY4yeuK6vFejl+H9jCzOHEz5pCUUUV6JynnIlR6bKiFeDzWYsF+zALbXH/fpq0LbQdYujxbsq+sny1wezken7WJXamDc7BVBJ9BXS2nhL7pu7g/7sfH6mt210iys/9TAA3948mrjR7mU69tjkLHRL68b/AFJjj/vvxmuks/DlrbYaQmZvRulbGTjqT9TRWypJGEqzCJEjUKkaqPQDFS9RUYpc4q1FIycmwoooqgFoopaBCUUppKAFp1Np1MAooooAwfF1t5+gyP3hIevPoxvz7V6xewfarGe3/wCeiFa8otRhtp6gkEV4Oax95SPUwUvdsVbqIrzRaTmGQc8VfuIt8ZFZRG0kV4256B1+nXXmxHJzU8y+YhrnNMuimY+9dJE4eIGuacXGQHOX8GxyaohtpBror+DcpNc/Km1iMVtB3QG5plz05rdQ5Ga4yyuNj4rrbGTzYF9axqRtqA64UGLpWLd23mKStdCyZUg1SkgAPFQpWA5KWMq3IqLFbF5FlmyKyWXDV0Qd0Mv6fOVYDNdAjblBrk4H8uYNXS2soePiomtRE0g+Q1n3KjbWiwyKpXK/LUxYzGn+9+FVatT9TVWuiLA0tOOGFdfYuCBXFWb4bFdTpznYtc9Ra3JZsuMqa5fVQA+a6g8pWBq8K81kmVE55u/1qxYSYl5OKrtSwnbIDWpozpC/y5rh/Fkv2ia2t8/fmUf1/pXYLIDDuHpXBX0hu/FdtF/DGC5/Af8A1668DC9S5jU2OgtByordtxhRWLAMSrW1EcKK96GpyyL8XSrcQz2qpD0q7FxWhmy0nQVYXoKgTpUopkMloptGaBJDs0maQmmk0mMGNQSNT3biqsr8UkMbNJiM1U37mVR1JxSyvlcVY0uDzr1WP3UUn8e1VBXYpOyN+CNYYUjAwAoqTNIDQK9BLY86e4tFFFUSV+aWkpaQ7sWiiigLhRRRQAUUUUAFFFFAC0tNpaAFooooAWnUyloAdRSClpgKDj9P51485KajMR91pGP61687bEZv7ozXjIkLzM5/vH+deNmqvFHpYHqbQUOmay72HY24Cta2O6Go7qHcp4r55Ssz0bmJE5jkDA10OnXe87c8GudkXY5FWLK48uQVU1dDOrmAaOufvoMMSK1rS4Ew2k5qO9gDIaxjowOaB2vmug0e85CE1iXERjb2p9lP5Mw5rSaugO7Vty5qN48txUNlOJIwQauVxvR2AyLqDJY4rnrmIo5rq7kYzWFeRZzW1OfQZlDg1uWEq7fwrGZcVesXA4rSeoG71FQXK5SpY2ygNMmGVrLqIwbtdrVSrSvUBBrMraOwy1a/6yulsHxiuXtmCyc10NjIMCoqbCZ0sZzHWbqkQMeTV63fKVFfIJIsVzR3CJw7tiQj0oVuaS+HlXDD3pkbdDXQlc1ZqG4EdoSD2ri9NcXHiy6cnOyL+ZrpJpQLZ+M8VzHh479d1J/XFepgY2uzGe9jrYf9cK2YegrEi4mWteF+BXqUtjlnuasHSrkVZ8D8VdjetCC4h6VMpquj8CplbNMlklBpooNBIuaYxxSE0xjUsYkjZWqMr8mrMj/LVKU0DIpZPkNb2i2/k6ckjj95J83+H9awoYDc3UcI/iOD9K60AKoUcADFdFKHU56s+g6lpKWuo42FFFFMRXpabmloCwtFJQKBjqKBRQAUUUUAFFFFABS0lLQAUUUUALQKKKAHDpS5plFMBtycW03/AFzb/wBBNeLo3zH6n+dex3//ACD7r/rhJ/6Ca8aiGFBArx80eyPRwRuae5K4zV2aMsnFY1lNsmHPBrokAdK+cmrM9E5u8i53VSHytmuku7Yc8VgToEkIFVCV0UX7G42uOa2SwlSuUjlKNWxaXBZRzSlHUBLu33Kw9Kx3Vo254ron+dayL2LuKEBq6LecBSa6VDvXNefWk5hlU12unXQljWsakOoFt4w64NYt/Btiat48iqd3EHhPFYRdmM5FhT4CEenzx7JSOlRgc5rq3A27SQMMVO4ytZtnJ83uK1PvCs2Ix71PlNZLDBrdvIyQaxZhtbFawYCRfeBrdsG6VhR1rWL9KKi0BnU2zfLUko3JVS2b5auD7tcb3Ejh9diMMzE+tZ1vOGXHet3xJEGXce1cpayATFTXdSXNE1RoXD/6O/0rD8Mc6hqD/wC0tatw/wDo7/SsnwzxeX3uy16WD0TManxHVxv+8FaCSGssHBq4j/KDXpU/hOae5rW0x9a0opAawopQMVpQSdKsg1kPNWE6VTiYHFWkPFMlk4PFITTQeKQmk2IQnmonbinM1V3aouOw2R6qTP0qWRsDmq2DNMqL/EQKcLthLRGtolvzLcnq3yD6d626hghEECRr/CAKmFehCNkefUldjqKbRWhmPooFFMRVooopDCnLTactADqKKKACikooAWiiigAooooAWiiigBaKKKACiiimBU1ZmTSLx16iB/8A0E144WKQqfzFexayP+JLef8AXJv5V47dHG1P9mvGzTdHo4Ilt5cMGNdTYS+ZHXGxN8oHpW9pdxhgM8V4NaPU9I3nQMuDWFqloPvIMHvW+DuUGop4FkjPFc0JWY0jjXXFTQTFMVYurYrIwxx1qntxW6kmBrxXGV+bmmzJvHqDVOCTjBq2HBWgDKljKOa1tKvihCZ5FVbpdyVTjYxuCOKbjdAeh20vmxg5qV49y4rn9G1AMQh9K6NcEVxShysDltUi2TdKoYxXT6taedBvUfMtc0wIOPSrjLQY6F9kgNbEL7lrEHBrQtpsDBNU9QLF2u5cisC7Qhs10DHcKx9RUBeKqnuBTiq/Zn98Bms5Dirtu2GUitJ6oTOptTxVwNgVl2cpwM1pA1xPcDI1iNTE+5c151dFre+J6CvTdUXdAT6mvOfEMbiYsBXdhHfQZM8gktCw9KzvD526hdD1Cn+dGn3HmRFG59qbpbCHXGTorqf0r06EXFsym7nTb6sxPlao5zVqA/LXoQehzzLUbVr2x+UVkRita1+6Ksk1YKvx9BVCDtV+PoKYiUdKY9KDxTGpAkROagY5p8rYOKrO+FrNgQSuS1X9Ct/MumuSMrF8oz3asl3zJiuusbdLS0SNeTjLH1Nb4damNeVkWcUUUV3I4AoHWiimA+im0GgRWooooGLTgabSg0AOopKKAFooooAKWkpaACiiigAooooAUGlpBS0AJRRRTAqatzo94P8Apk38q8ZvG/fY9BXtOojdpt0vrE38q8TvD/pDV4uabo78ENiPz1pWblZBiscMQ2avwSfdavHnG6PUOytJC0IzVojIrG065yoBraTlRXnzTTGULi2HPFYN3bFGyBXWsgIwayb61bBqoTs9QMFDg1MrnNNeJo2waBwa35kwJHO9cVTlQq3SrgPrTJhuSncBljcGCcHNdtp14s8QOa8/PDZrY0i/MUhUng1nUhdAdyyBkPHWub1PTWiYyxj5T2retbgSxgd8U+eESxketcilbcZxI4NPViKuahYNDIXUfLVDOK2UkwL8U+V5qlqHK0ofFRzvvTFXEChVu1OSKqEVPathsVpa4HTWnEdaSNlRWJaO2BWojYWuSW4DrlQ8JU1wPiFMI/Fd8TkVyeu24ZHJFdGGdpg9jz21uPs92P7pq/jGqW8nYt/SsnUF8qc47Ves7jz1t2PVXFe+l1OdnWqasQHD+1U0NTo2K2TM2acVa9svArItAXxW/bJgCtEyC5EhAq8nSq0Yywq0oxTAcKY1PFQynC0AU5jjJqlJONp60+6dhxniqZOam12Juxf0a1N3qAlbmKLnPvXVqKpaVa/ZLFEb77fM341eFehSgoxPPqzbkPFFIDS1qZBRRRQA2iiigRWooopDFooooAWiiigBc4pwOaaRmlFAC0UUUALRRRQAUUUUAFFFFAC0UUUwIrv/AI9J/eJx/wCOmvD70YuXHvXujjKkeoxXh2oLi7kH+0f5142ZrZnfgyl3q3EcIKpnrVmLhBXks9NGxYTYYc109tLujFcVbS7JBXS6fPnHPWuStT6jNkMTSSxb15pUGKk6iuQZg3tmccDmsp0KnB4rr5Yg64IrKuLRTnK/jWkJWAxM4NLnIqaWDax4qMRGtlIClKmHPpUYZlYEHBrQeMFTmqbpgE1dwN/RtUZmCMeRXXRPvUEV5jFI0UgcHFdjomo+ZGAzVy1qfVAbVxAsykEVgX2llBuQV0p5qvOm5SDWEZWGcc0bJ1FRMuRiujntlI5WsW4iCSECt4TAzZEKtzTUJDjmp5+1VycV0RegzobQ/KK0VasbTWLKM1qqa5p7klgHIrC1tP3LVshqz9TRWhyaqnK0gPKNXTErmqulTiO6RH+6zD+dbuvwIGPFczaDOowr/wBNF/nX0VCXPA56mjPQlGBUq0vl/IretKq5Naohs3tJi3pmtyJfmGO1ZeiREWpJ9a2Igd1aIhssxD5s1ZAqGIVYFWK42qlyxGeasucVn3bfK1SwMqeXL1Z0e3+16kgIyifO/wBBWZLJ+8IrqPDUG2wkmP3pTj/gNXThzMzqysjcooor0I6Kx58ndiinDpTBTgeKoQtFGaM0AFNp2abQIrUUUUhhRRRQAtFFFAC0ZoooAUHmnCmDrT6ACiiigAooooAWiiigAooopgLmvGdZgEerXiYwFlYCvZa8q8SRqNevOOr5ryszXupnbg371jlmGGxU0bfKBTrqLaM4qGM5rxT1SyGwc1sWE+Mc1iA4qzbS7GFRUV0CO6t5vMiB71ZQ5rAsbvCjmtqGUMK8+UGhlkjiq8seVqwDkUbagZiXFrknFVDAc4xiuhli3L05qhPFhc4rSM7AZEluRmqrWpK4xWqwzUZUnpWnOgMGSMoxBFTWdy9vMCrYFXri3yTxWa8TKelVe4Hd6ZfieIAtmtIjNedWGoPZyjniu8sblbmFWVs1z1KdtUAs0QK5rFu4MueK6CQbkNZ80XB4qIsZytzFtYrVE8GuivbYOp45Fc/MhVzXRCQy9psmHwTW8Pu1y1s5WUYrpYSGgBzmpmhDy+DVW/bNvUrnFUryQNDgGpgveA47XQrQNnqK5XSY9+tQjGcMW/Kuj1yUCN0JqDwppxeaS8cYGCin0r6HCaQOapudYi/uk+lWYbTzFzjFPggMjDjCitSGHJCKK6EZmjp1v5Vmoq/Eg3UyFCkYWp4xhq0iSx6LipaQDFBOKZJDKcGsy8lVVars7YBrC1CUkFR1pMZnsfMl47nFeh2Vv9ms4Yf7qCuH0m1+0ahbofuq+4/hzXoBrpw66nNidEFKaSius4gozRRTGFFFFABRRRQBWooopALRRRQAUUUUALRRRQAUuaSloAUHmnCmDrT6ACiiigAooooAKKKKYCivNvFdq8GuzO/STDD8q9JFcj45gBt7e4A+YNtJ/WvPx8Oanc6MNK0zgbxP3fSs6PhsGuie3E0OawrmLy5DXz3Me2kOAzzThxTIn3LUmaYGhaXGFHNdFZT71GDXIxvsb2rWsrvZ+Nc9WFx2OujJ21ODWNbXhIHORWjDOHOK45RsBZIyKhkiDqQRUoOadjNQBlSWwB6VF5X+zWu6AiqbrhsVSYFNoVYdKryWasuMCtA47mkO09KtTA5a8s2jY8Gr+hao9rL5Ln5T61qSwJJ1FYN9aNbXHmJnHWtL8yswO+ikEse8dDSSJuFYGiasjIInODXRZDKCOa5nFxGZdzDlTxXO6halTvrrpYd4NZF7bfKVIq4ysM5VTtYH0re0+bfHtzzWNcRGKQirFhP5cgrbdAzZl+7isy7cKpBrRmb93uFc/fSMfSqpw94Ry2t5ln2J8zMwUCus0ywW0s4oEXooz9axtMsjd37XL8pEcL/vev4f1rqrcYP0r3aEbQMJ7l2GMBVCitO1hCgE9apW4yy+1acINboxkW05qVOtRIMVKvWqRBIajc4qTOKrTyY70wK1zMqqc1hTuJHJHSr17MCpFUUHyipk7K5SL2irtvEf3xiu0rjbQlNhHBrroGLwoT6Vnl1d1JyRz4yFrMfRRRXtHAFLSUtMAooooAKKKKAK1FFFIAooooAWiiigBaKKKAClpKWgAozRRQAoPNOFMHWn0AJRRRQAoooFFMBRWfrdl9v0i4hA+crlPqOa0BSg4I9M8/SoqRUoNMcW09DyWxfDNbsMMpNV9SsmJLgVc1B/J1qWRRtUuwx6c1faIXNrn1r5DEJU6lke/RlzRTOLj+SQqanqa9tjE545BqEUuZNXNLC1NFLs6ioacBmpeozfs7lDHWpBcKxGDg1zFqSAea04JsY55rCcLiOoilV196mBrEtLnDfNWikwPeuacbAW+tRyRBx6GnI4PNPyDWYFJrYmmfZmq/1pwp8wGZ5L56VBc2nmLhhW4B7UMisMFapSsBw01tLYzbh0z1FdNpF+ZogrGrNxYxzRlCKxhZTafdKyZKE9u1U5poZ0tVbqLzKkjm3IDTmORWQHLapakcgViq/luK7C9i3g5HWuUvYvJlPFdNJ30GXvtoNuB3rGvZGlbyk5duMf1pwn21Np1tvf7U/XPy/Su6hC8iJF2ytRb26Qp0A6+p7mtKKMKBgVAi5NaESfKK9eEbKxhJk1shz0rUjXC1RtxhhV9TWqRiyVetTCoVNPzhM1YhzHAyaoXEgOanklAXms24fnipuMqXPJqFBkAU6U54qpdSvFDuQ4NZVXaDNILU3vJZMHHTvXQ6dKslmmOo61xOlawWIhuBtJ6EnrXVaTIHdwvOcV5uW1OTEeosXC9M1qKKK+sPGCiiigAooooAKKKKAK9FFFIAooooAKKKKAFooooAKWkpaACiiigBaM0UUAOooooAKKKKYBRRRQ9gW55f4oRLbXrm16LJiSI9sGnaLd+ZH5T/eFXPiAltPqFkVYecinzFHZeo/rXKRTvDIHQ4Ir5nG0oubse1h5+4dXfWCzISBzXL3Ns0Dnjiuw028jvLRcffHUGoL+xypOzrXkxlyOzOpO5yIGaUcVcuLTYTgYqsUIrXmT2KHoSBxVy3cleapAVNESGGKmTHYvicxfxUo1eROMjHvQ1mzqrY4IqlPbOmeKmyYrGnHrbnqwH4Vai1nJ55rmc4OKcshFHs4sLHUy6wEj3L1rNfxPMGxxipNOMV1AUdV3CnXGjIykoozUcsE7MCAeKpR12/lU6eLm/iANY9zo0iHgVlz2UsZPBFaxp05Adkni1D1FObxLDKMFc15+0U6t7U0vcxjjIq/qsHsI9Dj1+EdM1oQ6mkgGeh9K8nbUrmJs4Jx61ND4ndCAdyH2NN4FvYLnq8kqSLnNYGpxBwcDkVhW3ifMYy4qV9dSZMFxzWaw04MnmK4jZ5gg6mt6JAiqg6KMVRsoxu8w8k1oRivVw9NWuZykWY0zgVoohAFU7dCxz6VfWuxGLdyaIYYVaU4NVo/vCrIqiSYHApGf5TTCcVG75XFMRDK5JqnI3NWTVSY7STU3KRWkPzmrFlaxT73kUMMADI+uapF8tWxYqFiIAxzXn5jVcKdl1NYbipp1qrbhCuav6cRBeBU4DDpURIRSx6CqdpcGbUAwPAOBXmYJv2iYYj4GddilxSLnaMnmlr7iG1zw3uJRRRVCCiiigAooooAr0UUUgCiiigAooooAKKKKAFpaSloAKKKKACiiigBadTadQAUjMFXcSAB1J7Utcl481h9P0mK3hcrLdEjg4OwdaipUVOPMyoRcpWRqXfifTLVynnGVx1EYz+tZNx47hQFYbJ2fHHmPgA9jXm63ThQMLQ13t+93ryJ46pLY9CGFSepoXk7XFzJcSuXkkbczGqMxcLlKrHUEB+b+dIt/AzY3da47yerOqMVHY0NG1j7LdDeCFPrXocMkV3bhlIYEV5gyLIAUIrodC1cwRKjnleMVxYijzao1izdv9MypZKwbi2ZOcV1cGoQ3IHIoutPS4iymM1wqUoaM0TOIIwaegwwNaV5pU0RJ25qiq4OCMEVrzXRV0blhKZbfn+Hillt1kqrYsRgCrUkpz8tZuVgMu5tIxnsazZBsbit1bOS4Yl+FNDaECcgmtIVO4GPBO8DbkODW/Z6qrqBIazZtGnib5fmqq0M8TYZeaJWkB1f7udeMMKo3VkjZ4rPtL8xda20lSeIMOazu4gYjacn92om01P7tbzIKhZB6UKpJAZLaDFLFnYD+Fc3qvhkoGeJfwr0JCPLHaqF991q6KOJnGRLR5SFeFijjpVvT4nub2NBnbnLVtavYQykOvyMfSk8PWW2SWYnIGFBx+dexTmqiuYyOnhQIuB0HFXIkzjiq0Sk4ArTgj+XpW8VYzbLEKbFAqwoqNeKlWqIJox81TjjJqOIcZp5qhCE4qItmlZqhJoAR3waz7mQ5xU8z9SKzJ2Yvyal6FRJI+Xrdsh+7rJihxGuO9a8RWGEDvXz+Oq+0qW7G0UQ38+E8pTyetP0KHzbwNjheSarTrukJra8PRBYZZM5fcFzXTltJSqIyxM7QN2m0lLX1y2PGbCiiimIKKKKACiiigCvRSUUgFooooAKKKKACiiigAooooAcKKTNLQAUUUUAKKU0gpTQAua8m8eX32zxE6Kcx26+WP97+KvUb26SxsZ7uX/VwoXI9cV4bdTvcXUkr8vI7Ox9ya87MKlo8p2YSPvXIMntVdoZHbLVpQ2jyLk/L9atR2sI+8SWrx3Kx6RirYNIcYqX7HBEv3AW75rcW3jH3TVK5tmUnaM0vaMdjPz5f3PlFPW4xzyD6imuMKQRiq5I7HNPcZrW2rvCw5NdDYeKVG1XJrg5GxUa3GxuGINTLDRnqNM9jt9Rtr1B8ynNQXmipMpeEgNXmlpqdzCQUfcBXTaZ4tdMLMCBXHUwkou6LUjUtreWG48t0YEe1awtlAziiz1mzvVGHXdV4qH5UjFcck09SrlMxgDGKnQKFxinmD3pvlsDUXYx2xT2pktvHIuGUVKEbHSlIzU8zGZj6TbOpG3Ge4og037OfllyvoRWlikI4o5mBQaB84xVd12nmtImqk6Y5rRMRAGxWdfSfK1W3fAyayb2ZSrVrTWopGFqT/u1+laOkQNFaIG7jd+NZkoW5uI4u3U10NuuEr3cMtDCZagUlhWpEMLVG2jIbNaUa8Cuuxi9yVaeOlCJmnhaZLJojlac3So0GKJSccGmIY1QSPikdm9aqzyYANK4yG5m28DrUEERnl29femzPvfNammQLFbrLJ1f5h9K5cVW5IGkFqW4o4oIt7HgVQW/F1dE9hwKTWJZXg+TOw9hWPaSeU4rwJau50WOqaPfGcVv6ZEIdOhXbgldzfU//AFsVg2T+ZF611CcQoP8AZr3cngnJyPPxrskgpaSlr6I8y4UUUUwCiiigBaKKKAKtFFBpAOFFNDU7NABRRRQAUUUUAFFFFABThTacKAEpaSloAUUppBSsQq5JAA7mi40jjPiDqYisYtOibMsn7x8dlH/1/wCVcDbWkhy20szdsdK3vFeqaYdbmnmvImAVVRXkwQFHpz3zWInivSf4tQiVvRFOK8PFqpUqXSPTw7hGNrkr2F+33APxNV5LTVUXIg3/AO5Wjbaxa3hxaXtvM3ZFk+b8jVkm7B+ZGU4zg1wS5oO0kdUbPZmDDPeRO3n2syBRnJXipRqq9Nma3Ea5J2smQexp5tUlXElsh/SsnVXVGqRhm5s5R86gNTZLK0mjGzAz3FbT6FaTJhVeJvVW4qnL4cnRf3Fzk+jLQq0e4NGI+jA9HJqjLpEwc4/OuhfTtTgX/V+Z/uHNV3mljGJYZFZeoIraNXsIwGs5oDk5+oqWO4MYxIuR61r+fDIvNRPBbyVaqX3Aitrsq26KQg10um+IZol2yv8AQmuXNiFbKtwaeoePjdke9Y1KUZDPQrbxJbv8rsDWhFqttMcK2PrXmcVyYmq5BqxibLGuOeG7DueliVCM0blPSuJTxPtVRkH61Zh8Tb2CkqK55YeaHc6zFMY1lRazE2AXGTUg1GM/xio9lJFIuse1VbqRQuKabuI/x1UuJ4ycg5oUWhle5lUKRWHdSKNxq/cyjng1h3Mo3HrXXQheRMthNPQzXXmY4HFdLBHkj0FY+l25Rd2OWOa6C3jJWvdox5Ucs2WIFy3Aq+i1DDHtFWkHFbGbHinCkxR2oEOzionbimlyDzUTPTEMmbFULmT5asTyDBFZtzICuAc0mMZF+8uAp6GtoOblWTBVCNqms6wsmnIkPAro4IcLivBx9fmqcq2R0U49SjCons48/wBwf/Xrn7qEwXLDoM105AtZhGeIJGO1j/C3cGs/WLTA8zFcPMbIdpFxn5Sa7eBt8CH/AGRXnlhLsb3r0CzO6yhP+yK9/JfiZ5uPWxNS0lLX0Z5YUUUUxhRRRQAtFFFAFOiiikA6lFMooAkpKSloAKKKKAFooooAKcKbThQAUVQ1TW9M0S2+0aneRW0eON55Y+ij+L8K821z4xwGJ4tBs5Hc9Li4UBVPqq9T+OKAPRNa8RaX4etTcaldJCv8IPLP/uivEvFvxJ1LXJZba0lls7A8BE6uv+0f6Vy2q6re6zeNdX9xJPM38TtnA9B6VnkUWAYzZbJJJPc0ZyKUimkUcqQXYYrWsPE2s6bxbX0oT/nmx3L+tZNISRUSpwnpJFKclszsYviXrEI/fWttKfXBFWU+KdxtHm6dET/stiuDLk9aTg9a5pYGhL7JqsVUXU9DT4qJ/Hpo/CSph8VYBjOn4/7aV5q8GeVqMoyjpWf9m4d9Cli6h6unxO0xm/e2E6j1FWYfiP4emba4mT0JXNePGih5ZQLWNqI9oGs+EtQJzc2wz13DaamTQ9GumzaX0fPUJKMV4hj3qaOV1+67A+oNZvLF9iRrHHPqj2lvB9yCfJuwyZ71XPhTUR/HH+deXWuu6rZf8e+o3Uf0kNbVv8QPEVvg/bFl/wCuqBqwnl1WL0ZrHGw6nXP4c1VGx9nB+jCozoeor1tn/CqFh8U9REipcWVu4JGSvymtuL4n6a7H7Rp08Zz1Rgw/pXHUw2IjtG5ssXTavcypdOuYl3PEyj3FV8Oh7g12dp468NXajF0I3/uzIR+taq/2HqkLFJLact/dIP6isG6sdJwNY1YS1R5yJZwciRh9Knj1O4jXBOcd67K48M6bL/yzKg90Y4rLl8IxFsRTSD33ZqVUpvSRomY6a5Ihw9Tf28D3pbjwrNGTtuAR7rWVPoF2mdkkbfpVxjSl1JbkaEuqpL1eq0biecKDnNZE2nX8P8I/A1q+HbSVXlknyTnaua6aVCCd0RKbOm0+MlhjoK3YI8LVKxg2rnHWtaNcCu0xk7j41qcLiiNeKkI4pmbIy2KQuDQwqPHNACNzVWU4apnfHAqjPLtJyaYFa6l2k571XsoDfXW0cIOWPtVe6nUk810ek2iW1qDjLv8AMx964sbW9nT0NYRuzQjRUVVVQAoxxU4PFRCpVFfNttu7OhKwsiLLE0bruRuoqlAQ5eyu9u9B8rH+JfWr1Yus+cAsqf6yM7kqo6sZnXltJpt2ueUc4U16BYH/AEGH/dFcdp+tWmtxeVNGA/Qhuoauv09gbVU7p8pr6HKHyVHFnBj9YpotUtJS19GjyQooopjCiiigBaKKKAKdFJRSAWiiigBRThTRThQAUUVQvdb0nTc/bdStoCOod+fyoA0KK4LU/ixodpuFjHLfOO4GxAfTJ5ritT+LOvXo2WvkWSf9M03N+bZ/lTsB7dPcQ2sTTXE0cUSjLPIwUD864HXfitplkWi0yP7bMMjzC22IH+bV47f6tf6jIXvLuack5+dyaomiwGhq+sXms373l7MZpW7t/D7L6Cs8vimk4pG5ppCELdqYTRRTGJQaKKGAw00k1KRTSmaQEZxTDkU9kIoBpCGCRl6VKsqt14NNZAelREYNAFkorDFN8tfSq4dgeDT1n9aBjjGKbjFSB1Y8U4qD2oAhzTwaGQDpTKALlk3+lDkD5W/9BNO3ZFV7QkXGR/db+VSBqVgH55pwYghlYqR3BxUW6k3VLhFlKTWx0el+JdZtFSOHUZ1iZtoV23jAHofwrXtfiXfRKBeWcE6gdVJRq45D+4BPAVJD7c4A/lVRmzXPPB0Z7xNY4ipHZnqdr4/0m8GJfMtn9JBx+dakt1Dcxq0MiSL6q2a8WJApI5JIWDRSyIfVWxXFPK6b1hodMMdK1pHqd61aul26CNa4LwveXuo3/lTSmSKNcsW5+gzXqVjb4UBVrOGHdJ2Z0e19pEv2qZAFX4oqSGEIBVtV4rUVyMLgUGpCMUwmgRGR71FJwtSsc1TuJlTigCvK+FNZF7cY71aurgLExBrGjR72+WAHr8zE9MVNSahHmY0RvZX90u+0ZA3+0KntrPxHB08l/wDgWK6+2t0gjCLzjvVpUHpXhV8c5O1jqprQ457vxLbjcbBpB/0zcGqb+NLm0bZdw3EDejx16AFHoKrXWnWd9C0Vzbxup7leaiNanL44mhzVr45sZlAM3I7scVrw+I9Oul2u6EHrzmuR8Q+AEVWuNOYjvtNcbFHcWsxifehU4610xwtCouaDA9cTSbSa+S402ZUPVx2IrpbB3huRERwe9eQaNd3Ed9CxlbCtXounXcsmoJvOfnAqqEZU6y1OfER9xnZUtJS19atjwmFFFFMAooooAWiiigClRXz9/wAL08T/APPjpH/fmT/45R/wvTxP/wA+Okf9+ZP/AI5SA+gqK+ff+F6eJ/8Anw0j/vzL/wDHKZL8cfFMkRRbfTIyf40hfP6uR+lAH0G80UEbSTSLGijJZjgCuS1n4l6BpQKwTPfS9NsA+XP+8ePyzXz/AKn411vWJC99c+cT2bOB+GazP7Vn/ux/kf8AGndAena/8Sta1hGht5BYwN/BCeSPdutcZLM8jFnYux7k81if2rP/AHY/yP8AjSf2nN/dj/I/40XQGsTzSbuKyf7Sm/ux/kf8aP7Rm/up+R/xpqSEae6gtWV/aEv91PyP+NH9oS/3U/I/40OSA1N1NLZrN/tCX+6n5H/Gj7fL/dT8j/jRzIDRpKz/ALfL/dT8j/jR9vl/up+Ro5kM0Kbuqj9vl/up+RpPtsn91PyNHMgL4YHrTgazftcn91fyq2jExqx7gGmncCfrTXQEU1XB4pxOaQEJylKrB+D1qUqCtQtHjpSEJJEV96hK4qwJSFwadtSQZHWgZVDFTVhJciomjIbpTOVPFIC3nPamNxUaynvUh+YUAPtyA7Z/umlBxUaZD/hTqAH5pKSlALNhRknjFAE78Wn/AAAD/wAeJqtmrVywUIqdCd3/AAEDAqrQAxzTN/tT2qWxtZL2/htowSXbn6Um7IaV2eg+B9M8mxWQr88zbj7r2r02xh2oDisLRbJbeGONF4UAD2FdbFFhBxivOm7yPSpq0RUHSpQabtwKOlQUKTioXYdqWR+1VnOO9AxzvWTdyDcc1clfCEisO5m+Ys1JICjqN4qKdxwqjJrnbDx7b6cXA08yMzf6wSbSR+VUvFurjY9nFJy/3/b2rjwa6Vho1I2mctSu4v3T1i1+KWnuw86wnj+jK1a9p8RPD87BXuZLcn/nrE38xXiitg1JuzXNPKaEwjjZrc+grTxFo96wWDUrZyeg8wA/lWmGBGRyPUV81A+ladh4g1XTGU2l7MgX+EtuH5GuGrkn8kjphjk90fQRAZSCMg9qwNY8I2WqEyR5hm9R3rhtO+Juo25UX1tHcp3ZflNdzonjPR9b2JDcCGdv+WUp21w1MFiMP7yOmGJhI4+fSbvSrrZPEwwfvDoa7nw8EvJ4blZEVSw3Anoa15oEnhaOZA6N681kjRWs5t9ixUHqmamGI95N7o0qpThZHcGisjTr2RFWK56jjIrXByMjkV9VhcTCvC8Tw6tFweoUUUV1mIUUUUALRRRQB8R0UUVIBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFd/4b8PaJb+Gf+Ep8WzzGzZ/J07TIWMb3zpgsS2OIh91mXoSeQQA3AV7zpPiCDw78C/D2t2MNrPrVrPcWFvO7BzYtK8ju23puKIuM9mB5BIZgeea9qHhPUtMiOh+HZ9Fu0lHK373McsZB3bt4yrAhcY4OWz0Fc4HZThulel3OtN8Qvh1rWq61DHJrPh57cQahEAjTxzSFTHIoGCF+YgjHUdPm3ebkZFNAOBFGKrkMjcU9Zf71FwHsgNQ4aNsirAOaQjIoAasoYc4zSlEeoihB4oDEGkAjwkUwblPFWlbIproOtABboJnO99iqOSBmnvE8R+ccHlWHRh61FGdpI9a0IDuXyJImkR+w659j2oApVZtl25mb5YwMZ96Y9ssEpWV2wrYK45NNlnL4VRtRei0gEmlMshYgD2HaozQaaWxTAax5rsPAuntLcPfY4U7UP865OKF7mdIY1y7sFUe9ex6BpS6bYR24XGxQPx7muetLodFCDvc6TTom3BsdK6NBmMVi2SFIxW7DzCDXId1iMrioZGwOKmlcDpVGWXNSA2R8VVklA606STNUppguc0AQXk4DcMRx2rktf1hNOsXkLku2VQH1ra1C4Eas7Hao6k15RrmqnU7xirZiQlUH9a2pU+ZmVWdkUZZXnmeWRssxySaQUwCnha70jz2PzTxTApNSBcU7EgDTwaQClxmiwxS3FAYqdwJBHQikxS4pOKejGpNHT6D8QdU0QrFPIbi0H8LnkfjXr+ia/Ya9aiazlySMtGeq188FAat6NrN34dvku4HJVT8wz1XvXk4zLYVFzQVmdlHFSWjPo0nFblud1uh9q5XSNTt9a02K+tSTHIOh7HuK6u3QxW0aHqBXLlMJQnKLLxj0TH0UUV9CeeLRRRQAUUUUAfEdFFFSAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXofhDxy+g6BdaFf6Xbarod989zZzEoxbbjKuOVPyoc4ONgxtPNeeVqRf6lP90VUUB2Ov+NUv9Ag8PaFpUeh6IjGWW0inaVriTOd0khALAYGAfQdcLt5HNJnmgimAnFMePI4pTxQCDxSAjRmjPtUwfNMYVHkocigCxTWANCtuXNO60ARjI4pytQRikPFAFmKXyUYo20sQOlSpcSRhpC3A7difeqac4+tTMP3IB7tzQBFnPPc9aSg00mkApOKY3NLmp9OspNSv4rSMgGR/Lyew9aTdkC1Z1ngLQ3uZzqUq/u0YrHn+KvVra23DHUmqfh/R0s7O2towAiAYPr9a6QIF6d64qkrs9GlHlQyKLYgBqxE7RqRng9qYBSNWZoxJnOODVNzip5OlVXHFSNEchyKzruRVXmrkr7Vrm9b1OK0tnmfO1eoA79qaTbFJpI5Pxpq/7lbKNxuf7+OwrhlFT3dzJe3Mk8pyznOPT2qMCu+nHlR59SfMxRUopg61IK1RmOFOBpopwq0IfS0mDjGP1ooAKBRSikAU1gGXBp9NxRypgd/8LtYNnez6a5JhlXei9gw6/nXvEZzGPpXzX4Gngt/F9iLkkRu+w4GeT0/XFfSgYY6YrlhQ5KjkuppKo5RUWLS0lLXQZhRRRQAUtJS0Af/Z", "path": "003064.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003065
Men Tshirts
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tHkVztfDWtxf8IzZwJIPkUrx9a0v7bS2w0kyJCOSWOK8wgleC3EULOgzk89DVeeeRg0sztIUGQrHp6VH1a7uWsTaNju7nxzZ2muWtzHH9tMMgcxIcDA96l1X4ya9POIdOtLS1x94uDKfzPH6V5/Z2/lqpY5ZzuZvU06SMLLKO7t19q6IQUVZHPObm7s6W5+JXjCUBRq20uOTFCqbR7cVj3Gv6zcjNxq17Kx6lp2/xqiyfPkemKQrzVWIGySu6OWJJbjJOabIzbVdeoGKeyAikA+UigB1tdktscfjU12wCKRVAKUbdip5nLxjHQUIB5k45OahkYsm0fnTgflpBz160wIShC4z1pPLx6VOQKQACkBa03XNX0WQPp2o3FsR2RztP1HQ13ej/ABn1e12x6raQXqDq6Dy3/wAD+VedFfWmlRQFj6J0X4neGtZ2x/azZztx5d0NvPs3SuvSRZEDo6sjDIZTkH8a+RGTitbRvFOt+HpA2m6hNEgOTEW3Ifqp4p3FY+ps0ZryLQ/jWjBY9c08qehntTkfip/oa9C0rxf4f1mLfZarbOcZKO+xh9Q2DQKxt5ozSK6uoZGDKehU5Bpc0xBmjNGaM0AGafEf3qf7w/nTM06I/vU/3h/OgBZf9c/+8f50ynSn99J/vH+dMzQAtIzrHgscVDLcBAdoyaz5boA7naueriIw0W50UsPKer2PHdfifRvEV3FMs8UTymSBgfvEknIY8Hr09qxvEWsq1kq70QljGFiwS/cg46DLdvp2r2S/vYJYzHJGkijsygj9a8Z8UaZZDWTJa7kUL/qE6Kc9vQGoo4j2j5S6+H9nHmOx8M69G3hqzhDMPLUqeMcgnPFaL6/BZEPNcKkfYZ5NeaQuYoBFF8iqSSFPGfQVWmmeOOSUsWdV6k9CeBSeEu73LjjLRskdpdePEg1mCaygF1LC27EmVQfU9ar6t8TfFN7c+Ta3UVmq/eMEQ4/E5NctY2whjjBOSTuYnuaWSPbNIP7zZNdNOmoKyOWpUdR3ZsXPjbxTLEIDr11hxlmG1Tj2IHFZU17czr+/up5iTljJKzZ/M1GygyE4ppQVdjMZI7NCyj+L0pJCWRXXggYNPKcGjb8mDRYQtpeMW8t/zqa8baqEetUVjKNkVPcSFkUUxjzIdoqCUlk2jinLyBS7fWgRWMeFAFHl1OV5zQFFJoBLS8u7CYTWdxLBIP44nKn9K7LSPir4i08ql20WoRDtMuH/AO+h/WuNKimlBxSA9y0f4q6BqO1LwyafMf8AnqNyf99D+tdrBcQXUKzW80c0Tch42DA/iK+VjGcVa07WdT0SbztOvZ7Z/wDpm3B+o6GgD6korxrRvjJewhY9ZsUuVHBlg+R/y6H9K7vTviL4X1GMMNVit37x3IMbD8+KYzqqKjinjnhSaGRJI3GVdDkMPUEVJmgQUUZozQAVYsv+P2L6n+VV81PZH/TYvr/SkxorFgBk8D3rPutQwCsZwP71U7rUDI3JwnYCsye63etcdXEX0gd1HDfamSXd+FGBnNYd3qHysxYKo7k8CsvxB4ltNLBRj5k5XIiU/wA/SuJu/Ed5qdq6SrEkL8hFXnH1rGFGc9WbzrQp6G7qnimCNSlqyzSEkFuw/wAa4y5leaZ5nOXc5z6VGj+ZIzdgcCnYGVY9AK7qdKMFocVSrKe4xyIIvUntVe4QixLN1ZhmnsTLMKsyxiS12D61oZCQOHiX1WnTjLB6qQuY32t2q23K0AQlsikJ4FDDk0D6UAHalUfITRjOafjCUAQSICvTmo0OBtqdqgx81ADwABSGlpMZoAM8UmKMc0YoADzzR1pTgYpKQBTSmafj2o6daAICuDUZXJxjNW2AI6c1GMd6APRPhd47j0WZtG1ecpZSsDBK54hfuD6Kf0Ne5K4ZQykMpGQQcg18juvceleifDTx5c6VeRaRqc5fTJDsjeQ5MDHpz/d9u1CZLR7rmjNGaM1ZIZp8R/fR/wC8P50zNOi/10f+8P50DCdgsshJx8x/nVKa5yMDhagvLoC5l3NnDtx+JrMuL5N20uobsuRmvPrYhv3YnfRw6XvSJrq+2qQKwrzURFE8ksgSMdWbtWN4h8W22ns0EG2e5wTtB+Vfqf6VxkuvahqFs32mfKPz5SKAoFYww86mr2N54inT0WrNzVPFaFPLsQWYkgu6/qBXJXDs8rOxy8hJJJqOKQyOznscCnnHDnsK9GnRjT+E86rWnUfvEch8mID+Kq9xGRYE+rAmnsxklzU9wgNkVrUxFib/AEdDUc75fNMif9wBTHNAyQtmmk00Hig0CFVvegtTKQkmkA/Iobpim04Ak4AyfSmMFOOKcxqMdaCc0gHUhpKWgQ3NKKSgUAOpCgYUvalXpRYCs0eDg96iMZ5AGauuARimZxwaLAdv8OPHaeHnOlaq7DT5WzHJjPkOevH90/pXuEcqTRrJE6ujgMrKcgj1Br5Tljzn6V3nw28YzaPeppt/OTpk52pvP+pc9CPRT3pDPcs0ZpOtFUIWrFj/AMfkX1/pVarFh/x/RfU/yND2Gj58vPiDqM0jCC3t4V7Zy5A+tcy+sXtzqMrzXlx5oIZSJSMjHoOKr4ySP++jTWQGRZMYK1kqcVsjZ1JPqQid7i8ld2LE8Ek1JExClD1HFU7Y4uJB6k1bx84I/GrIeoy2b5HHcManlOVA9uapwnEsq+5qcnMaH1AoASLhmYirKscYqBBhTT1agBs0fQjrT43yuD1qRIpp0kMUUkixrvkKqSEX1PoKr5wcigAkJDUgY0jHJzSUASBualB3AVADzS76AHMOTUDjDZqXOajYUAIOacOtNUYanY5oAQg5oxTj2pDxQAYoIpa6fwf4WTX5L66vfPXTrKEtIYBl5JDwkaerE0AcwBwfpSEVI6tEzRujIykqVYcgjsfeo/woAOtNKbmFPoRcvmgBrALuz2FNgxsJxTpv9W/0oiHykYpAe4fDLxh/a1iNHvZM3tsn7pmPMsY/mR/KvQs18s6df3GlX8F9aSmOeFw6MP6+1fR/hvXrbxHokOo2/G4YkjzzG46qf89KpMlo180+Dm4iHq6/zqOpLf8A4+Yf+ui/zFMR4hrvjPWG1i+hjnSFEnkQBEHADEdTzmuOa5abU5TcEvKcPHIxJJGOea0NYAbXNRA+79smyf8AgbVRZAWRz1TpUqEVqkVKcnuynFKZr2Yk8DirMOUBj7jp9Kz7Rtt5KD3Y1oEfOjD6VSJIbR/3cgPZjViRsovpjNUbc4mmX3JqyWzCh/2aACIZfNWJDmPHaooV5p0h7UCK68LikNLTo42lkVF6k0gGAEnABJ9qlMEypkxOB6la7iy0LS9F0q2vdW86WW6TfBaQMEd0/vu5ztU9gBk1Ibzw9dRmJtInsGx8k8F0ZcH/AGkbqPoQaLlWPPaTvjvW6NGe91NYrdGcyHAWMcs3t6V6r4c+EcJtUn1Wdk3c+RbYHHu5/pSuKx4rDZ3Ep+WMgf3m4Fbh0C50+yhuJoWVrpG8kuMFx0yB1xk9e9e7Dwr4P8NR/bJrWMtHyGncyNn2U9T+FU9L0y517xFLrt9AYRtEVpA45hiHdvRj6ds0rlWPEbnwte6dYRXmoxS20MudhdQpbHoDyR74rBk2eYfLDbe27rXunjPwvP4p126Auo4oLMJbxxODg/KGJyPdv0rzrW/AOoaVGZmiJiH/AC1jbeg+vcU7iscdThWvpuhyXMyo4DSMeELhVHuWPAFdN/wgU9xbO1o+m3jopZobS7V5QPYd/wAKdxWOApO9W76zNpJ1JRuhPUexqn3NCAeOaevSo1qQdKYgI5pgQNIBjmn5zxTo1+Y0DIpQFSQnsDRB/q8EdKdcn9yw9aWIfuz9aTA9k+G3iv8AtOy/se8kzeWyfumY8yRj+ZH8q76vmeyvp9NvYLy1cxzwsHRh6/4V9B+HNdt/EWiw38GAzfLLH/zzcdV/z2poDV5qzYf8f0X1P8jVarNh/wAf0X1P8jQ9gR8oYCpTN25iO2KeeVqNBhqksoyqYbncOhq2jZAouY96cVBC+PlbrmgBsYIuH9xU/REHsKaQBNu9akON1AD8YQUwcVIelRk4bFAHefCqe1XxVLbzysr3Vs0UcBI8u4J6xvn1HT3rH8b+GD4a1nEG5tOugZLSQ9dueUP+0p4IrnY5pLeeOaFyksbBkdeqkcgiva45rL4jeDQLgpFNM+yV/wDn1vcfK3skg4PvSA8Poqa9s7jTr6eyu4miuIHMciN1BFLYWNzqd/BZWcZluJ3EcaDuTTA2vCnhxNeuLqe8uDaaTYwma8usZ2Dsoz1YnoKz9W0a90Z7cXkDQi6iE8KuRuMZPBIHQn0NexaPoFtFFDolsgudM02YG5ZeBqWodfLz/wA84+/YYrh/iX4httT1Mada+VObaQtcXwUZmmPBCntGo4A9qQHCilxmm0oNMAK5rtvDnh6wj06DVNcjjuNGvw1q9zCx36dLn5XYf5GDXE7vavXfAPie31uzXQr6GBr5YfISNwBHfwj/AJZN2Dr/AAtSA838Q6Bd+G9Yl068ALL80ci/dlQ/ddfY1lng9q9k1fw5HqFjF4duZWZDuOgahNwyMPvWkp7EdBn+leP3drcWV5La3UTQzwsUkjYYKkdQaYDIIJbm5jghjMksrBEQdWY8AV7aXg8A+D5BGVaTTvk3dp9RkXn6iNT+f0rkPh1pT2qSeI2hElyJRZ6VEw/1t03G76IOTVT4i6sk2qQ6HaTGWz0oFGkz/rrhuZZD754pAcVLK80rSSMWdmLMx6sT1JptBPPNJmmA4VInWoxUi0ARzqfKb3p0Yx260TjKhfVhTgMEfSkBGx4rrfAPitvDWthZ2P8AZ93hZhn7h7P+H8q5Nhnilx8tAH1arB0DKQVIyCOhFS2//HzD/wBdF/mK8y+Fvi37faf2FeSZubdc27MeXj7r9R/L6V6bb/8AHzD/ANdF/mKvoQfOOsgDWdSA/wCfuY/+PtWerbm/CtLWR/xOtR/6+5v/AENqzE4fFHQDPuozBd+YOAetXY23AE0t1EJI+aqwMUOxutFgGRjF0/PUVZwQiL6CmsmLgMO9SYG7r0oAljGFpsnU09OFpGHNMRDirenIGuTnjCn+lVcVZsCVu1xnkEGpGdTrt9/aOs3E6n92CI4gOgRQFUD8BUVhpOo6o5Wwsbi5I6+WhIH1PStnwt4VHiK4aG4uZrLKhoXMBZZfUA8DP869f8NeF/8AhHLbyV1O7uU/hjkIEa/RR0/OpKOF8H+F7/Rrm4utUsmgkKhISxB4PLYwevSvVoirwIVwUKjGPSlmgjnQpIoYVHBai24jkfZ/cbkfhSGRSaZaSOGMKZHQ7efz7VbjiSJAkahVHYU+igDKuLGM6nHKE4lP7z3IHH6D9KsX9sk1m6lRwvHH6fSrZAqoby1lupbBbhPtKpuaIH5gp4Bx6UBbseDeMNO03T9WK2E8RD8yW6nPkt/gfTtWHBPLazx3FvI0c0TBo3U4KkdDX0euk6ZDEVNlbkH7xaIEsfyryr4ieHbGyuY7vSLKeNSCbgRxHyl9CPQ+2MUxHDeMJre8up7uBVVZvLmZV6LIyguB/wACJrkK2NWmxGkIzljuP0rHpkvccKf2qMGnCmIcKlQ8moxUq9MVQyO55jA9WFKg4+ozSTrlolPck/pUig5x7UmBG3AU11HgfxOfDetATMfsF0Qsy/3fRvw/lXLsOcU7GVpAfTysrKGVgykZBHQirVh/x/RfU/yNeZ/DPxQby0/sS7k/0i3XMDN1eP0+o/l9K9LsP+P6L6n+Ro6Atz5RBJFMPykGrl/YXOlajcWF2myeBtrD+o9jVQmgsCMjGaqSJtfNWSaYxDDBpANB3AH0p2PmzTFG1vapADnNADs8VG471IelNZSRgUARk5ro/BfiRPD+tFbvL6Xer5F7GP7h6MPdTyDXOcjqCPwpCM9KAPV/iH4cfU7SXU48S6rpsa/a2X/l7tT/AKu4Hrxw3uDS/D/w1Pp1jFfgCLV9Ujb7K7D/AI87X+O4PoT0X14rQ+F15Nr2mIk63Bm0PKpKke4XFs4Obds9eQMV1nizVbPwVpFzqsi+Zd3hVbeFwOSo+SPA4CIOSO5pAcj478SQ+FdIi0LSAYruSHy15+a1gPUn/prJ1J7CvGutWL69uNRv5727laW4ncvJI3ViagoASig0lMBafHI8UiyRuyOhDKynBBHQg0yloA9p8I+JrXxtps2l6rHv1HYDPGh2tcBek0Z7TJ19wKh8SeDJ/FNxDD50Q1+EKPtJ+VNRtc4Ew/6aKPvCvIrW5nsbqK6tZWhnicPHIpwVYdxX0n4T1O41/wAMWl5MEstXu42eLAUkc4aZEPO1jjIpAcTfataaBpE+qadj7FpSNpWiqf8AlrcH/XXHvjkZrx12LsWZizE5JPUn1r134v6NcTww3lgoFhppMM9qkewQu53eaB3Vs9a8f5zQgEoFBpKAHipFqJalSmAknM0a/U0q9QPQVGGzdH2SplGB1oAYee1KvTFL9aQfeoAnsb240y/hvbSQxzwuHRh619I+E9et/EenWWoQYBZ1WWPPMbgjI/z2r5nPWur8AeJrnw94ktQg8y2up445oicZywAYe4zRcTVyvq5zreo/9fc3/oxqz2GDmtfxLYXGm+KdUtLlNsguZHHoVZiQR+BrI3DPNUiRWwR7VTmiKncO1Wsj8KjL8YPSmAxW3gHuKf3qNRtf2qX0+lIB6mhuaQUpoEMxXX+ANFj1XWVM6boYwZHB6MBjA/E/yrkq9e+E+mtNa3UoGCxSPd6ADJ/mKTKR6NZWBuIi24xovC7R/nitS3iuIflklWVOxIwRTbm6tdKsWmnkSG3hXLOxwAK841b4skTGPSbJZEH/AC1nJGfoo/rWM5xhudWHwlXEO1ONz1PpRXlmifFV5r2ODVbWKOKQhRNEThSfUHtXqCPvQNxg0QnGavEMThKuGly1VYkopjypGMuwUe5pwIIBHerOcaecVxOsSFPiXoKwf6xoJRLj+57/AIiu2YcVyV3Hp3hW5uvEGrXslxcz/uo2KDKr2jRR/OlLY3w7tJ6XbTSXqLoerRadeajpmp3QhuY7qSWPz3xvic5UqT1AzjHaugvrUXduSoBcDKn19q5S18XaJr2oWttc6PdF2cCCS5s9yhu3POPrXcAcUou5NaDi7SVmfPfxH8NRWLLeWsYSGXJ2DojjqPoR/WvNa+mviVpEVz4Ru7lV/eQMsp9xnB/QmvmiZPKneP8AusRWiZg0NFOFMpwqiR461MnJqEVMnTNMBjHddgddqE/0qQf0qujBrub/AGVC1ZUDbSGM2Y5IpRyMU4Y5pBxQBLZXc+n3sN5ayFJ4WDow9RX0V4P1yDxBaWd/AQC3yyx55RwOR/n1r5vNdx8KtVurPxvZWcT/ALi7ZklQ9DhGIP14pMOp0nxB8ES6+E1LTFX+0I12PGTjzV7c+orzPTfAPi69vPs8mlSQIDgzTkIo/wAfwr6Iop2FzHik/wAJPEES5iubGf2Dlf5iq0fwq8TSPho7WMf3mnGP0r3SiiwczPD5vhL4kT/VPYyZH/PYjH5iuRvrC50y8ks7uMx3EJ2SL6Gvp6vBfiMm3xxqB/vbG/8AHBSaKjK5ynag0vakJpFDCoPrVnTNNutV1K30+zjMlxcOEjUep7/QdarivdPhP4I/s7Sjr1+nl3N4mIt3Big7n2LevYUAdBomm6Z4K8NC5nlCafpylzJ3uJiMNJ7/AN1RXM63qNt4p8mK+uCdC8QRL/Z8zgA6feIMbDjse9ch8UPHH/CR6iNM098aRZttTb0lccbvoOg/Oqfga8i1SC88HahJtt9S+ezkY/6i6X7pHpnpSA5PUtOutI1K40+9iMVxbuUdT6+o9j1qrXpWp6fN4u0e1m1BXs9f0+Q2d1LIh23Ea9Gz/eGMe9YGpeC5LfTzdWNwboxjMke3BPqVrN1Ip2ubRw9SUeZI5SkrcsfCWt6jDDPb2TGGVsB3IUD3OecV1svw1tlSADUHVtoEp2Zye5HtRKtCO7HDD1JbI82ort9X+HrwJv0u58/A/wBVJwx9eelauj+FdOsLVBdxRXN0fmZnGdvsB7VMq8ErouODqOVmcj4P0AeJPEEVrM/l2MSme8mJ4jhXljn36V3sniVrGz1DxwiLE8pGmeH4GXiOFfvPt9MD86ml0+G40y/02xC2S3wRJ5bdBuZVOdv09q4v4i3pfXYNMgiMOm6bbpBZxkjlcZLnHcnNOFVT2Iq4edLfY9k8M69Y+PNFNzbpEuowoYrqzc5DqfvIfVG6g/wmvHPH3g5vC+qCW2VzpV0SYGbrG3eNv9ofqKwdA16+8OatDqWnS7J4zyv8Lr3Vh3Br6P0+50H4oeEpsr8k4CXMOfnglA4P1HY9xWhgfLpJpK2vFHhu98K65Npl6p3JzHIB8sqHow/z1rFIwetMBy1MnSoO9Sp900wIomzeSD/ZFWGPpVK3P+mSknFXGIK9aQBSjk03NGQaYDzVzRT/AMT/AEz/AK/If/Ri1Sq9ooxr+mf9fkP/AKMWgD3Px54PTxKzzW7rDqELuEdvuuuT8rf0PavMNL+GPiqbUTDeLBbWinmZ5A5x/sheT+Ne8XH/AB9Tf9dG/majqrGVzy6b4STqP9H1iNvaSEj9Qarx/CXU3bEuo2aL6qrNXrNFOwXPKJfhDfA4g1e1I7l4WH9TXFanp0+lahNY3G3zoG2MV6HHcV9GV4f4+UDxlqB9WU/+OCgEzmR60tA6UGkMMZr6I+FdqLfwVHLtG6aZ3z6gHaP5V87rywHvX0DbXN9o/wAKNPTS1B1O5ijhtQegllbAY+wBLfhUyKibHiJPD15dQW+t6lbosZ3LaS3Kxhm7FhkE+3apIX0BLxNMgtoASmRsRdh9s9zivDfHH/COeFopfD9tYw6xrzru1DVb3LsjkZwnPDc59s85Nc74R8UXOjX8MEkrtZs3K8kxH++vpjv7Uoxi3qFSrVjG9N7dD3XXPhpbajqCT2Mi2iMwMqqvBHfjsa76KIRxIg6KoH5Vl6BqyatYK5K+cnyyAHr7j2NT39+unXNo0pxFcS+QTnoxBKn9CKlQUW7G8sXUxMI88rpbEjxSPcExRhT3lk5I/wB0Vbij8tcFmY9yx5NPGCOKWmZBVG80+zvJLeS5hjkeFi0RcZ2sRjI96u5rm/Ft6lvpyRK+JncMmDyMc5ppXdiKlVUoub6HQhVUDAAp9c5oXiBLyykF5KkckAy7swVSv97J6U6Pxx4Wluxap4h0wzE4C/aV5PoOaGrOwqdRVIqSNTV7IajpN5ZMARPC8fPqRxXyTqsLQX7qww3ce/Q/qK+w8hhxXzX8VdEOleK7hkTEMzecmBxh+T+TZoRbOE704Uw9aXsKsgkHFTL92oBUoJC0AV7Rt11c56ZH8qusegrLsZUW4uC7AfN3rR3qygqcj1pXGO6UtRlqXfk9KYDm5rqfhr/yUXRf+ur/APot65bg11Xw1A/4WJov/XV//Rb0PYaPbM0ZpKKZmLmjNJRQAua8K+JPPja8/wByP/0EV7pXhXxI48cXf+5H/wCgikyobnJGmmnnirWlaZda1qttp1lGXuLhwijsPUn2A5pGh1nw08GHxTromu4ydMsyHmz0kbqE/qfau0+Lvjz7BC3hjSZNszqBdyR8eWnaMe57+grX1vVtP+Ffga30vTykmoSoRD6u5+9K3t6fgK+fLqaW5nkmmkaSaRi7uxyWJ6k1IEZ6VseFrL7b4itV3YEbCVsMQcKc8Ed+lY3atjwreJZ+IraSWYRRNmNyemCOP1xUVL8rsaUUnNXPSNQuTvdS+dxJLE81Z0KzdYzJNyjjIQ+lZstm91exwAhS7Zc+1dFFIqyoqjCqNorzHc99WSsi2rKhSNFAUDAAGAKWbaykk9Kjlfb3xVZpflzmkIZIcE8Vyup2sv2mWW3mYFj90Vuy3XzNuHArLa4zIxwOT1NNFIt6HKII2R3IfoT6/jXK/EloZJtPkWNRIyuGfHJAxgfrXUWj7ZAEKnPrXnXizVpdU1h1ePy0tiYlUnvnkn6mt8OrzOTGySp2MI1ueE/Fd/4Q1qPULJ9y/dmgJ+WVPQ/0PasOm9q7zxj6Y1zStH+LPgmO80+RRdKC1vK33opMfNG/seh/OvnC9s7nTr6ayvIWhuIHKSRt1Uit3wZ411DwZqjXNr++tpRie1ZiFkHY+xHrVzxh4rsPGFjBqFxZfZdfjkMchhX91LD1UnPO4dKAOQFPP3ajBFOJ+U0AZjSYmc5xzV62JMWcnrV7xF4P1Pw3dwfbow8FwoeOeMEocjO3PYj0qnGCkfTjNAEuc9BThioQ54p28ntxQBNkVf0Q51/TP+vyH/0YtZYZv7taOhsf7f0z/r8h/wDRi0wPp64P+lT/APXRv5mo80+5P+lTf9dG/majzVoxe4uaM0maM0ALmvEvH4/4rK+/4B/6CK9rzXifj4/8Vnff8A/9BFA0cz2oNKe9MJxSGPjGZFHvX1Tp1pFF4f01ZEDG1gjdQezBMf1NfLumxG41K2hHV5Av5mvp7StVtNSurq2tXEkNviAupyrMAM4+mcfhUyKifIt/dy3+pXV5OxaWeZ5GYnqWYmvob4ReEtNtPBUGoy28c11qkbNM7jJEZJAQegx19Sa+fNWs307Wb6ykGHt7iSIg+zEV758E/FNvf+GhoMsqreWBby0J5kiJyCPXBJB/CoKK2gTXXhPV7nSpSztYSbFyf9dbNzG35cfVa6nx5fJL4Ek1O2fJhntp429CJl/xIrK+Jmp6PpV/pM9xMqahK5g2qeTCeSzegDYwfc1C9ndah4TuNP2t5Fze26qccYEgZz9MLWrs43OCnz0q7h9l6npNk5ezjYntis/RNVbVze3CgC1juXt4f9rYcM34tkD6VpQxmK0VMchf1rn/AARDJaaBJZyqRJb3lwrZHUGRnB/EMKzO82NUvl06xluGGdi8D1PYV5TqurTz3n+qmvtRnDNFawjLsBycdlUep/nXUeONcE01r4e0gx3mt3Em4WwfiJQOXkI+6o6+p7VreFvClv4btnkeT7TqVxg3V2wwXP8AdUfwoOyitIyUVpucNahKtUtJ+6j5d1rxFqGuTE3MhSEH5bdMhV+vqfc0eH9em0HUVnWKK4t2OJ7aVAySr6YPf0NN8SNbt4o1c2m02xvZjGV6bd5xj2rLrNtt6nZCEYR5YqyPsTwxPZXGgWk2nsTaSRhogT91TyAPYenauV+LXh7+1vDgv41Bls87iOvlnr+RwfzqH4J3bz+BYYmORFJIgz6Bv/r10fiLUZtEt5J57M32kupSdE+/ED1Poy47dRQUfK7KySFWGGBwRSHtW14ks7aLUZZrCQy2jN8jMpVsdsj1xx+FYnerRDViQGns37s1EDUoXzGSPON7KufqcUwOfMu2V8HkntWxaZ+zqx4JrW8VeA73wnqgdi1xp0h/dXOMc/3WHY/zrMRSkQz0OcVIE2TgU8ECqwdu3P1pwMh+lNAWNwrrPhqQfiJo3H/LV/8A0W9cepf2rrfhmT/wsTRQf+er/wDot6GNHttGabRmrMh2aM03NGaAFrwr4ksP+E3uyOyxg/8AfIr3SvBPiC4l8Y6kw/hkC/kopSLhuc3wauaZq99os8s1hOYZZYWhZgATtbrj0PvVAHK8dRXp3iL4aJN4W0/xF4ZWaeF7VJLi2PL9OXX8c5X8qhmh5o80ku3zJXfaMDexOB6DNRN1pQGZ9oBLegGTTQQRSAKSlPAppNFgO68Ea3fXWpLYzOkkaQttZl+YAds10eq+I7LQ7q3S6WT97k5QZ247kV5v4Zu0sfEljO/3PM2tzjhuM/rXf6/YSanavZhlQyEbXK7u/wDnmuKtFKavserh5ylSfLuHh7xJc65HdPPFEiRyYjKnDEe49uOau3999ntp5JN6RKhJdASR71W0bw3pvhWNdRvLlVm8nZKztiPJPUfyrYs9c0fWPMgtrqGfgho8dR9D1FZSS5rx2N6cpcvLPc8z0fXNVnYWNuUuD5hkMkp+Yp3rqZDlzjrWnqWhaY12l9BEI7mKPYpjO1QB7D24rCaQM+ewonJPYqjCUfidzRsyWnROOted+I5I5PEmotF9zz2x/I16FYKVn8zcqoDuZmOABXmOpzJPql3LFny3mdlz1wSa2wy1bOXHyVkitmjrTM0tdh5ZIiPJIscaM7scKqjJJ9AKbtYMVKndnG3HOfTHrTobiW1uIriCRo5onDo6HBVh0I96938B+G7PxncWXjXVNPNvdxMRIgQCG8kXpOB2PXI6E80AeYeKfBNx4U0PRb28mxdagrNJbEAGHGCB6ng8+9cwOQB6mvRfjfqkN944jtoZBJ9jtlifA+65JYjPfqK86i/1iA92A/WgD6bu9Ls9X0X+z76ES28sSqyntx1B7EeteB+MvCN54Qu1WRjPp8x/cXOO/wDdb0b+dfREfESD0UfyqG+sbbUrSW0vII57eUbXjkGQRWjRipWPlgTJjrTvtCAcVe8X+HH8K+JrnTiD9mP7y2dv4oz059RyD9KyFiz/AA1lsbblj7TkgICTWloUp/4SHSweT9tg6dP9YtZkUDysI40LM3AVRkn8BXW+FfCGtXniOxQWUlutvcQySNOpXADBunuBQ2luNK+iPom5/wCPuf8A66N/M1FTrg5uZj6yN/M1HWxzjqKbRTAca8P8fPnxlfEdmUfkor26vCfGEnneJ9TYdrhh+VSyomNwaYcUin5etGaQx8TOkg8s4Y8CvoP4W2Bg8MR3O9SJGc8HvkD+n61884r1/wCEl/NDBP8AvmaEuqzRHkDIwHHuCMH1H0qZFROP+NHhuTSPGTapGh+yamvmBh0EoADj+Tfia85hmlt5llglkilU5V42KsPoRX194p8NWPivQ5tLvlOx/mjkX70Tjoy+4/UZFfMXinwPrfhPUGt722aSEk+VcwqWjkHr7H2NSVdLcxI3kv8AUYftUsszSyoju7lmIJA6nPrX1l4e0C40bTYNPlv5bu2gP7ozgF1UdFLADIHvzXz34C8Iy6vr2n/aYZU3XKSRqRjMcZ3SOR6cBR7tX0xqep2+kWMl3dMVjTsOWYnoAO5J4AosKLU37pXu/EekWF5HZ3V/HHcNj5OSRnpnA+X8cVFrWh2+sWE0YeVVkXJ8mZoyfcMpyDXn2u+LdSad9+rRaSc5FpbRedMP+ujDgH2zxW18P/F9zrE9xp1/L50kaeZHOVCl1zggj1rJVouXKehLLq8aLr20R4Vrlne+BvG0qWF/KLi2ZZYbj+PDDPzep7H1rbuviL498T6e1lC7mFxskeyttjOO4L9vfGK9J8R/De08ReObjV5UIt47XdLGDxNOPuj6ADn14qgirFGsaIERRgIowB7YrphDmPCxmLdCySu2eSw+BfFVxAZrfQL6WIHGUQHn6ZzWNd2V3YTmC9tZ7aYfwTxlD+Rr7B8P2X2HR4ImXDkb3+p5qXU9I07WbNrXUrKG7gYcpMgYfh6H6VDWp105NwTlucd8HdLk07wHZvMpV590wB7Bjkfpiu9ngjuYHhlUMjjBBFc34d8Nz+GLqW0s7qSbRnBMUE7Fntmz91W/iQ88Hke4p+ta7qEdybLR7OOaZf8AWXFwxWKM+nHLN7DpSLPD/H+iTeGtYntkVWtX+eMMMgoen5HiuDr0Txz4kvdYlk0/VGtHmtzIsckMZTdjqOvTIzXnNUiWOHWrVnzfWw9ZkH/jwqnV3Thv1SxXubiMf+PCmI+j76yttRs5rO8hWaCUFXRuhH+PvXg/jjwnc+ELkSR+ZPpEh/dTkZMZ/uP7+h7178fvH61Fc20F5ayW1zEk0EqlXjcZDD0IqmrkJny4t7EADkGnfb1HSrfjDw23hXxTPYHP2Z/3tq5/ijJ4GfUdPwrOWAgA4Ue5qNiiYXTyHIwq+pNdn8L5Gb4kaIME/vX+Y/8AXN653S/DuqatIBZWM9xn+JUIUf8AAjxXpPw38C6rZeMbbUb7ZAllKw8sNuLEoR1HGPmpSdtyopt6HpWaM0maM1sYi5ozSZozQAtfPXimTz/FernPW4cj8DivoTdgg+lfNmqTeZrl3L2eeT8csaiRpAoKwV69r+CXigvHc+Hbh3ZlzPa7uQF/iX29a8SmG1zzXYeEb+XTPC3ibUbOfyb6OO3SOQHDKpl+Yj8hUs0PYvEPhxryxv7nwWLTT9ZMjfawYFEsnH3Qx+5nrkcGvBIPD2pSz6lBJAYbjT4GuLiOb5WCqQDgdzzXuOi6y3jnR49Z0W5jsvE9igSaM/6uYf3XHdG7H+E1NYato/jV77TtQtBp3iAWstrcW8i/vkBHOw/xrxkA1IHzm+AKZu4rq/FHgLV/DyPcqv23TQcC7gUkL7OvVD9awbTRNVv7Wa6tNOupreFDJJKkR2Ko6kt0qgKRwRXpehazDqOmWr7l+12wCSx55IHAP5V5oFkbaVRiHO1SB1PoPU13ui+FItNSO71NpRdgZEMb7Qn1I6nHaufEcttTswfPze6afixYvEFgbS3lC3EJEiq/Ab6e3vXO+FtNk0+6e/uWCsgaNVB6Hoc1tah9nuX2qMBeg/un1B61lvYTqx+d5EZtxDNkZ9x3rmU7R5T0JULzUzbGrvKs0uB5ZGIh6+rfTP8AKqsKISQxGTzWeIJ2c7pDj+VaNl5MUgQj5+uScmszoS0MfxVrUUVpJo8CnzCymd+wHXaP0rjMcda9S13w+niLTw0KhL6EHyyoAEhOOGNeYLFKt2ICoEokCFX6Bs4wfxrtoOPLZHjYyM+e8iMda1J/D+owaHb6z5Ik0+ckedEwcRtn7r4+6fY11Oo+H7DXb+40+2gg0bxRat5c2nB8W90wHWFj91j/AHTwe1dJ8MfAmuWM8+q6zK+l6RsZbi0uAALlR1Dq3AUep59K2OQ5v4dfD2XxTcnUdS3W+h2x3SyMdvm45Kg+nqe1ewan4vtdB8Kza9DGsWnxJ9n0m2xt889A+P7vHHsM96rxPY+OrSCy0S6S38LWExjvokhaPzwnKordDGe/f161478SfGY8WeIPLs/k0mxzFaoBgHHBfHvjj2AoAr+MLW31CO28WaeCtrqbsLmLOfs90Pvrn0P3h7GuctBuvrZcfemQf+PCkGo3aaa+mrOws5JVneL+EuAQG/ImpNMOdXsB/wBPEf8A6EKYH1D04ozQTyfrSZrY5zlPHngxPGGlRJHIkN9btuhlcHGD95Tjsf6ViaF8ItMtIVbWLmS+m7pGTHGP6n9K9GzRmp5VcfM0UNN0PStHQLp+n29t7og3fn1qWD93r6sekmzP4GrWarkAanaNj7zhf1FZ1l7prRdpl2c/6RL/AL7fzqPNOn/4+Jf99v5mmZrUye4uaM0maM0xDh1FfP2sSedrupMTndO7D/vo178WCgk9AM1863MmdQeQ/wAUjfqTUsqJV3bWp+ajuQUc0iNuUUFE9d58MNQ8jWntGPyzoVH+8OR/WuCq/o99Jp2pwXMZw6OGH1ByP8+9SykfVljI0lqhfk46+oqvqFpaarHJaTYLpg8H5kJ6Gq3hzUIr/To5ImBjdRIn0PUfgazvGUN7aW0euaWcXdnzInUTQ/xKR3x1FZt21LVNVHyPqUfCOli18RajO4LTIggZzzxnoPQcZ/GrvjnzYLSwvVhkmt7S6EsyRjJxtYBsd8Eg1L4U13S9ejlu7QiO5kC+fCx5UgdfcH1rpSARgjIok1PYVCjPCS5ai1T2PmB3LyOzNlixJJ6knvVzSF1CTU4E0syi8LARmIkEe59q+gLnw/o902+fTbSRj3aJSTUGh6FZ6L9q8iOJfNuHlXaoBVWxhfoOeK41hXzXufVT4iUqPs1T6W8jUt4ysK+ZgyEDeQOC2OTXGXWh+T4qt49v+jTybx+HJWuwutRs7KIyXN1DEg7u4FcXrfxK0S2IFpEb+dGyjL8qKen3j/Su32qgtWfLPL6uMaUIt2Z2l7f22m2clzdyrFDGNzM3an2k/wBptYpzG0fmKG2N1XPr715NocuqePvEcc2oHGnWjCVokGI8j7q+59z2FewAYAAxiojPn1Wx04rDfVmqcn73Xy8hxGRXLa5dw2S3VxgLHbxknHfAz/OuhvLlbaAuT8x4Uepryb4la2tlo4sw4M1wd7/7oPH5nH5GrOU8c1i5NzqUkjHJzyfc8n9TVCnMSzEnqTk0w1RAd8VpaAN3iLS19buP/wBCFZh61q+GufFOkj/p7j/9CFCEfRxPJ+tJmkzyaM1oZnN+MfBtl4wsoIbmV4JoH3RzooJAPVcdweKbovgDQNFiQC0F3OvWe6w5P4dB+VdNmjNFh3YKqogRFCqOigYA/CpdHOzWSOzvn9KizUmlnGvQr/fGf0NZVlovU2oOzfoQ0UnFJxW5zjqKbml4oAZcSeVbSyf3UZvyFfM9yxMpcdzn+tfRWvTfZ/D+oy5wVtnI/I185SjnFRI1phONyBh3FQxkjK569vWrA+aH3q1o2t3nh66lubJLYzumwPNAspTnOV3cA+9QaHReDNP8W2Wpw6vollLGsf3prj91AydwzNgYr2yCHQfE2rWmsw3Fu+q2X7qV7KUSGPehBR2HVeeG7V856nr+ra2+/U9Rubo/3ZZCVH0XoPyq74K1W60fxlpc9rO8Ie4jhlCnAdGYAgjuOaVgPUp/iUvhvXJNI1rQ7228uHyDeyuJZ3HZ2GAsgqfXbCy8caOs6arcC1RMC40x2eAf9dbb7yH1xmpLuXw/43e+0O4gZ7qynkjNoWAuISrEF4GP317lDXHaV4Rm8MeI3uItV863CZgeB2jZ+cYkXqCO4NROSirsunTc5cqNLSNDOi6ZHYXktre/Zbp7i0mjBwgdQCefXGfal1O4zCWxl/61ecsU3Fue5NO0hIJtaiaV7RfJ/eKtw+Ekb09q89yc5antRhGjDQxYdBuxpz6heGOBWGU807TKfRR1P16VbvbCKG1tbu2dpLW4TALdUkH3kOPz+ldlqOiQ6tK11c2Oo72/5aWlwlwg+g649hUuk+GrG1tWhuJp5re5bzI4Lm3ZCrpzuOO2OPetfZdEc/1rq/uPPrnSbqPTkv3VEjlbbGrHDP7genvVHTNJmuo7q/DIyWuDJGD820nqPYd67W90i31O4aa511XYjAVLSTCjsFGOAPSp9L0Cz0qZruCTULzbGwZFsikbqQcqxbtS9m7+Rp9ZXLvqc/ZT+UQVztPaq1/4A07xLqMzW4vbC6dDM98Qr2u70cZBQ8ds5qzaJyvAFN8ReIrnwxpS3ljb200zSBFe4UuISR94LnBP1pUJWnYMXHmpXOou/DXh/QZf+Ex11BdXEdvCZJQpeMSKoXciDkscA5bgVj2ms3PxlS+0p7S803SYXV47uGTIbHWOUHhiRyMdKZ4cTxDrmhaJrGp6tqFncpdTo+EzLfRNtZUVCNpGcjkYAq94g8c6FpyT+F7K+i0a9kRg11aQh4LV2PKtj+I92A4rvPGMP4j+Mf8AhEYrbwd4WWSwW0CPNMowfUKD3z1J79K4TXJdN8R6M/iCAQWWrRSLHf2i4VZt3SaMdsn7yj61sanpt3L4el0rxG0X22xga40jVBIGjuoRy0Ik/i4OVzyDxXnXHXFMBD1q9o4367pyDvdRj/x4VQatHw+M+I9LHrdxf+hCgD6dJ+Y/WkpD94/WjitzmFozTaXigBahnz5ls46rPGfw3AVJUkGDcRA8/Ov8xUyV1YqLs7jrg/6TN/10b+ZqPNOnP+kzf9dG/nUeaa2EOzRmm5ozTEQ6hJ5Wm3Umfuwuf/HTXzvPnPBzXvfiKYQ+G9SkPa3cfmMf1rwSYfNipZcRJgXQN3I5qCI4JHWrAw0OO4qsBh6RRaHSgHHIoXpRSGeufCvxQqOum3D45LRkn/vpf6j8a9mdVkjIIDKRgg9xXyLZXktjdJPE7KykEFTyMdCK+i/AnjO28SabHDI6rqES/Omfvj+8v9R2qGikzzvxVod54Q1/7RYySw28rF4JYzgp6pn2/UVJa/E7xHboFd7efHeSLk/kRXsOr6Paa1p8lpeRB43H4g+o968r1H4WapDckWM8U0BPyl8hgPfHWuKpTqQd6ex9Vgcdg8RTUMYlzLq+vzMnVPH+v6muz7ULaPGCtuNufx61zzXt27Fmup2Y9SZWz/Ou6t/hPqLgedexp67Y8/zNaMPwkTgzahK3+6FX/GsXTrT3PRhj8qw65YW+SPL2ZpGy5Ln1Y5/nWz4e8L6h4iulSCNktwfnnYfKB7epr0rR/h3okUzmaB5mibH75t2T9OldtBawWsQjgjWNAMAKMAVpDCu95s48XxDBR5cLG3mZGk6XbaJZw6VZxsqDl3xyx7nPqa3SQoJJwBTNqRBpGPOPmZjXO65r1ta2ryzzCG1XqT1c+gHf6V2pWVkfJym5ycpPVjdf1i1treW7mIWCEfe/iY9gPrXzr4p12bW9XlnkPVvujovoo+grY8aeM5dXuPKjJjhQ/u4gfu/7R/2v5VxR9apGbGnrTTS02mSNPWtjwoN3i3SB/wBPSfzrGY1ueDRnxlpA/wCnlaFuJs+hs0ZpuaM1qZjs0ZpuaM0wHZqawUnWLJx2cg/Qqar5q5pf/IUg/wB4/wAjUyV0VF2ZTzRmm5ozVEjs0ZpuaM0AYHjicQeDdSYnG6MIPqWArwOX75r2f4nXAi8JGPODLOgx64yf6V4xL1rOe5tT2FTHTtTXUUKeaVz7VJZGo496VJHhlWSNysiMGVh1BHIP50imkJ5NAFyB9U1PVzc27XM+oySeaZYgS+8nO7I6fWvWWmuJjHJeXDTzBAryOeXIGCTXn/hLX9QsbuLTILwwWdxNulVFALnGAC2M49uldabotNxx7ehrjxLeiPTwEFZyNSW4PlnaML6mpYvDmpmyjv0tXlimQPuj+YgH1HUVkz3IWEktnj7prtX8RLDcabBJZpI0lpDiWFzFIpIxjI4x7VhCCe51V5zhbkRl6dCNKhGp3XmJhiLeAMUMrjrkf3R39asaJ4g1e68RW/m38zRySkyJn5cYJIx6cV0F/rdhJeSWst9Gvkny9l7aCRSRwSGHPNM06K0a5luLeDQpWSJ2DQTMjZxjkHoDnBNb8vZnE6iabnHVnISeL9cZ2C6lMq5PTHT8qrrqWpalKftGo3MkaD5g0rYJ9K6X+z5I8GPQfD6H+9Je7gKwr65kkvHSWO2jaM7dtsMRj6ev1rKd0tzoouEnZRGoNhGKnTbKQ8kOmssJ83zNQbEMGP8AloR/ER2XuTVIyqe9Ynim1uL3w/PFawtM+9WKr1CjkmopfGjbEK9Nom8UfFJV0m60vQr2/muppR52qS4XzFwQwjX/AJZjoBjtXk5OTnJJ96U0lemeCa1t4iv7bQbrRSyTWFxhhFMu8ROD9+P+630rLzTc0ooAaxrU8Mjd4p0ket3H/wChCst61PCo3eLNJH/T3H/Ohbiex9ME8mjNNJ5NGa3OcdmjNNzRmgB2aktz/pMP/XRf5ioc1Jbn/SYf+ui/zFDBCznFzL/vt/M1HmnXH/HzL/vt/M1Hn2oAdmjNNz7UZ9qAMDxxP5PhC+IP3gqfmwrxOY/NXrPxKufK8NRxdPNnUfkCa8mlwWqHuaR2EjwD9aY64fNdr4Jj8E3SSQ+Ji8E54jkDSKv1JHANdddfBqwvYftmja4slrKp8nzcMvPQh1+8PbFS3Yqx5AhyopT1rtdb+FviHQrea6Zba4to8nfFL82P90gEn2Ga4+a3nt2CzwywsRkCRCpP507hYiq3p+pXOmXUdxbSvHIjblZDgg+oNEenXEmmS34jk8mNgpbyztOTg/N04JXjrzVSgD3Dwv8AFy2uI0g1wbJBx9pjXg/7y9R9RxXpNjqdjqcImsrqG4jIzuicNXyLkqQQSCPSrdtq97ZyCSGZlYfxKxU/mOaloq59djGaM18zWvxM8S2igLqdyQOzsH/9CBq2fi54mIx9vf8ACKP/AApWC59FqioWIHLHJx3qnqOsafpMJlvruGBR/fcAn8OtfOF58SPEV2pV9Su8HqFl2D/x0CueuNYvLhy7yfMerHLN+ZosFz2jxF8UrNFZbJDKB0Z8qn+LV5Jr3i291i4LyTM56AngKP8AZHasR3aU7nYsT3JzUeAOlOwriYJO5jkmlNOdGRtrDBHY009KBDT0ph6070HekcFSQQQQcEHgigRG1b3gj5vGukf9dx/I1z7Vv+Bfm8b6SP8Aptn/AMdNC3Bn0GDxRmm5oz7VsZDs0ZpufajPtQA7NXNKP/E0g/3j/I1Rz7Vd0r/kKW/+8f5Gk9hrco5ozSZozVEi5ozSZozQB5v8XLgiz023B+87uR9ABXl8nWu7+LM5bW7OHtHb5/Nj/hXCS8gEcVlLc6IfCIvanNjHNRqalbBxUlEBHzZpCae2M03rn2oA1dF0G61ZmkRxDBGfmmYHg+3qa7I6TO0QCX7TOowZHTaW+uKfbJFY6bY2y/KvlqBx1YjPP1qcSNnNedVm5M9vDUo01dblAWMylRNIWYdPatKCIja7SHevQ5xVyF42Xaeh601gq89ayudTIpZizsXJYk5yT1qS31CG207UoiD59yiRJxwF3ZbP5VUv8LbM2D8vP1qkXG3cDnjNNMmUE1ZmfqDkSLjiti2u98SsBwRWBcS+a5OfwNWdL8x5GRW7ZAPrQylZG+XXy+uMc1a0yTGZ5PlQcY9ar6fp5mUvePuIPCA8VNe3AXCR4Cr0FAPYxrnRNESWV4dNjO5i3zEnr6elURoGhXyXEIs5LeZQNsqSE4YjP3fyq7PfIsrIysJP4UAyXHqv+eKZETa28s8mDITvbb3Y8BR+grRSkc8qdN6WOC1XTG0u6SIyrNHJGJI5FBAZT7GqY6V0Pi1TE2mxMRuS2wfz/wD11zefeu6DvG7PGqxUZtIV62fBieZ4z0df+npTWKTxXQeAgG8d6OPSfP8A46apbmT2PonNGabmlzXQcwuaM0maM0ALmpbc/wClQ/8AXRf5ioc1JbH/AEqH/rov8xSYIW4P+lTf9dG/majzT7g/6VN/10b+ZqPNAPcXNGaTNGaYHnXxUn+TTbfP99yPyFedSctXZfE+fzNet4s8R24/Uk1xr/dFZvc2jsLEjO2EBJwTgDsOTXrurN5X7PGndQSY8Y4/5ak1g+DPCk2o+AvEGqWcJuNQnH2K2ReqglS5/EH8gfWu58X6fBY6H4N8KswKS30Ebj+8qD5j+ZqGykR6JPpHwy8HWF9qwnfUr9QzhTvkJIztGTgKoIz71r3t1pfj61sLa2sbfULGUrJPLMxR7ZSCeMch+PX61yfxO05vEHxG0LRPP8hJYNocjIQszEnHc/LivTNI0vSfDFpb6VYJDbmUkohODM4A3N7nAyaQzi9d8H2kejR+D/DluVe6uEnvLhyX8qNTnc7dyeAq+xqebwt4Li1BdJntpppNO03zJAhOFjDbiXxzvYknHcVQ8eeNvFXh2UW6aXb2kE7YS8jkMu/1A4AVvqCa0LbUfD+h+FoLnxKi2GpatbMlzwzXEinP3iBu6EcmgDD0LQ/h744vDFp2l6havbRZkUMURlzgFjk/Mfz65pt98MvCur3F9YeHNWaDVbIkS28shkUH3B5A9xmtTw1bReF/DPirWNCjZ7Q/vLEStu3hI/vZ7jJ/Q1g/DPw9qdvqr+MdYmFtZeVLIZJ2w027qxHZe/PXjFAHm134f1Sz1a40ua0cXlucSJkYA7HJOMEcg1q2nw38W3tuJ4NHkMRGVYyoNw9vm5pPiD4htvFHi24vrVMWyosMRYYLhf4j9ST+GK9X+D+ivo3hKXVb2V41vT5qo7ELHEucNjoM8n6Ypsm2p4jq/h/V9BkCapp1xaljhTInyt9G6GrPhDQZPEnimy01B8jvvmP92NeWP5cfU17h4c1eD4keH9Yg1axBsFuXjhl27Q8fJVgezKMZI9qrfCPwomkaRPqsyBri8dlhkPXyAcKf+BY3flRcfKeL+KtMOm+L9XsI8yLDcPghedvXJAGBwaZ4Z8OXXiHXrGxS3mME04WaRVOEQEbyT2wD+or1/wANeE017xH4p1vUfM8qW9ntY7XOAdvy7iRz3IH1Nc38IEuNR8e6hdzhcQpJM+1AAJHbbx6DBbj/AAouFjnNd8FeI5tfvrn+w7uK0luZCknl/KqZODx22gVymoWcmn39xZzKyyQSFGDDByPUdj7V9D/D3xJq2o6HrN/r1xG9vZXMkccwQKdqAls44OOK4Pxxa6P4v8Gnxzo9q9rdRziG8iIGXJIGTjgtyvPcGlcLGL8MvBM3inVnuJwY9MtwVlkMed7H+BCejY53DleO9cPqDb9RumxjMznGc/xGvqjwPoZ8O+DLDTSAt0sXmyj/AKaPyfyJx+FfKd0HW6mWThxIwb65OaBMrvmuj+Hq7/HOm+zM3/jprm2auq+Gq7vHVoeyxyN/47VLclnu9GabmlzWxkLmjNJmjNAC5q7pJ/4mkH+8f5GqOau6Sf8AiaW/+8f5Gk9hrcoZpc03NGaZIuaM0maBzxQB4j8R7jz/ABhdjOREqRgfRf8A69cuTmMfStLxPc/bPEupzg5DXLgH2BwP5Vlocx/SsXudS2EBqVeV+lQHvUsdIY18A0mKV1zTVPNAHd6XepqmhGPOZ4o9jL3yB8p/lVlLi6uIBJHDEGYZy8uRnuMAetcDDdTWkyzW8hRx3FbMHijD+ZPbkS5+ZoH2h/qp4rlnRfQ9Gli4tWlodXFctFGqTRz+ZnljHkH8V4xU91qEFrAZpZFVRxuP+ea5G78YNKu23ttnu7Z/lXP3V7PevvuJS57A9B9BURoNvU0njIxVo6m/qXit7gPFbRYToGc/0rMTX9QQAF0YDoGQYrLzRmuhUopbHDLE1JO9zQbWL1mzvQZ54QUsGuX9tcecsu49NpHy/lWdnFJmq9nG2xPtqnc73R/GEV04gulFtK3AcN8jexz0rYmzkd68pJHSr9nruo2ShYrhjGP4H+YVzzw/WJ10cc0rTO7nthcKuT06diPoaUrbWUX2u8nfy4+Q0r7sH/ZHrXJnxhdiMgW0Ak/vckflWJd391fSmS5maRu2TwPoO1TGhJvU1qYynb3VqSarqMmqahLdSDAY4Rf7qjoKo0tJXUlZWPLk23dga6b4cru8eab7M7fkhrmDXW/DJc+O7M+kcp/8dNVHcmWzPfKKTNGa6DlHZozTc0ZoAXNS2/8Ax9Q/9dF/mKhzUtuf9Kh/66L/ADFDGguP+Pqb/ro38zUeafcH/Spv+ujfzNR5oB7i0ZpM0o5IFAjxfx9P53iy8/6Z7Y/yA/xrnj80YPtV3X7j7XrmoTZzvuZCPzqhGfkx6VmbrY7LwT8RbzwZbz2i2UV3azS+ays5RlOMHB5HYdah8R+Pr7xB4ns9YEK262LKbaANu24bcST3JI/lXInrS+9Kw7ntl1468A67fafrWpRX0OpWWGjCxtkEHO0leGGelc94/wDGP/CQx6BqliZrVYpbgphsOpV1AbI6HGD+Nebqeastcs1jFakfLHI0inPTcACP/HRS5R3PbfD3xD0jU9FaXxEkixW12qx3NzErKzZzGPl6uo5JAwOveqHijRvBGpa3/aereK7pHu18yPkNGY+wRtpGB6ZyO9eQy3c81vBbySkwwBvLTsuTk/iT3piSOyLbGYpCX3EE5VT3bH0/Olyhc9/8KXHh/wAN+HtS1Gy127vNBhZRmeMsIWHBCHAyORwBxXH/ABf1HW53tNsyHw3cor2zW5O2VsZ+c9z3A6Y981x+t+MJb/QbTQNPg+x6TajlA2WnbOd7n6849at+FfGEFtYSeHfEMf2rQbjjkZe1bs6ewPOO3bvRYLlDwYEufEdlp0lil4t1cojxsoKlDkPnIzjaSeCMEZr6Hm1bR43l0RYnuXt4lWS0gtmlCIR8obAwOB0Jrx74dWtvoXj/AFRrieOSLT7KaRJVIxKny4ZT05U/rXH6p4nvbzxVea9ZSS6fNcy+YohkKlRwACR14Az2pAj3HULnxBrt/baFZaHdaRochxd3ku1WMQ6oiqTt3dM9ee1X7PX7pbfxDdnTbi203S4tllG8RjMwRCWZQe2cAewrzT/hZ+rad4QkiuNSe58QXhDRkxqFtIT0JwMbz1x7iux8J+Orq48KaHLqf+l3d/eSWzyNiNY40BZnbsQFH40WHc6XwbaW+jaDY6R56vfCAXVwpbLlpCSzH23Ej8K5fwno0/hTwp4g1NU/0/ULmUWyKOfvskQ/Fjn8a52z8dRXfxriuNJPnWF6kensWG3eBk7xn0PT1GfWvZmktjcpaNsMoXzlTHQA43e3JpAeW/E29g8J/Dyz8N2eyOW7AifYMZRcGRv+BNj65NO8M6BJY+D/AA34fuY8XGp3w1C6jYfdijxJg/8AfMY+prZ8QeGtJbxQ3irxVqMAsbNFS1t34QY5Jb+8SxJ2j260ui/E/StcfV5reynjttMtWne5m2ruGTgAdRnGeaAJ9P1prvxH4yuZllSx0+GOCNmQgMEWRpCD3+Ynp6CvmBju+b155r6Kh+Jrah8NdV8SNpkEbW8v2dLaSUushO0fNwOPm6e1fP2q6i2pXjXDwQQEjASBCqgDoOSTwOPoAKaEzPbrXZfCxc+NFP8AdtpD/L/GuMNdv8J1J8Wyt/dtH/UiqjuRLY9qopM0ZrYxFzRmkzRmgBavaR/yFbf/AHj/ACNUM1e0f/kK2/8AvH+RpS2KjuZ+aM0UVRAuaZLKIYZJScCNS5/AZp1ZfiS4+y+GtTnz922fH4jH9aTGtz5+kmM8ksh6u5c/ic0yNs5FMQ9R7UKcNmsTrHkc0oODSt0pg60ASnkVEeDzUgNMkpAI3AplKTmkoASkpaQmkAnNKKTNLQAU09admkNACYpuOKdSE0ANNJS9KbnmkAHIpM0ppKAA12XwrTd43jb+7byt+gH9a42u5+Eq58Xyn+7aP/NacfiRM/hZ7dSZoorpOUWkzRRQAuaktz/pcP8A10X+YqKpbb/j6h/66L/MUnsNbhcn/Spv+ujfzNR5p9yf9Ln/AOujfzNR01sDFzUc8ohtpZTwERm/IZp+ayvEtwLXwzqU27BW3cA+5GP60gW54S0hlaR25JYsT9aI25wKjiPzEdsUqnDVkdBKRSCnHkcVHnBxQIkHFO3UwGgmgB+aaTTNwpN1AD80Zpm6jNAy5bahNaW95DHt23UIgkJGSF3BsD8VH4VTJoJppNIBSxJJJJJ6k960L7VJZ7Sxs4pnFtaW/lhQcDc5LSH8ScfgKzaQmkB1nhu3s9M36jqXiJNPDxNGbezUT3MqMMMMcrHkdyc12LfE3RdD0Zp/D+lsmq3R2A3UplZIl4Uuc8d8Rjgda8hpuaQXNPWdf1TX703eq3st1L23n5U9lUcAfSnR61JbeG59It9yfbJxLdOP41UfIn0zlj749Kyc00mmB1T6vDafDFNGUg3V7qJunAP3YkUKufTLA49hmuQkPNSE1Ex5oEMJ4rv/AIRpnxBfP/dtf5sK4A16N8IEzqWqP6QIPzY1UdxS2PWs0ZpM0ZrYwFzRmkzRmgBc1e0b/kLW3+8f5GqFXtG/5C1t/vH+RpS2Kjuihiikopki1ynxGufs/gm8A6zMkQ/Fh/hXVVwPxYn2eH7ODPMlzn8FU/41MtioK8keRKfnpe5pB94GhvvVidRMvKfSmHhqWM8EU2T1oAkzTHINIG4phPNACk0hpDSZNIBc0U0mm55oAfSZpAaKADdRuFIaQjigBSwpM0lBoAM0maDSUgFzRTR1p3agBDXoXwfj3eIb+T+7a4/NhXn1emfB2L/TdWl9I41/Mk/0qofERU+FnrOKMUlFdBzC0UlFAC4qW2/4+4P+ui/zFQ1Lbf8AH3B/10X+YpMa3Fuf+Puf/ro38zUVSXP/AB9zf9dG/maiprYOotcr8RJ/J8G3Kg4Mskcf65/pXU1wfxSmC6PZQZ5knLY+i/8A16Uthx3PLY/9YKD940IPmBpXGHrJG5KvK8dqjY4anx5BI7U2UcZoAUNSFsmmqcimE/NQA4n0pM00k0lAD80ZqPNGaQiTJoyaZmgtSAeTSFqZuzTSaBjy1NJppNNLUCHFqaWppbnrTSaAHbqaetJnmloAaa9O+D6gnV3/AOuQ/wDQq8yI5r1X4Qxj+ztUl7mZF/Jc/wBaqG5M9j0mikorYxFopKKAFq9o3/IXtv8AeP8AI1Qq9ov/ACGLb/eP8jSlsVHdFHNGaSimSLmvLPi3cZutMtgfuo8hH1IA/ka9Srx74oh28VRB8hBbJt9+TmpnsXT+I4kDFI45Bp+BzzQeVrE6RiHkCnMMimjjmnt0oAhB7UjdaCMGkJoAM8U0mnHpURPNIBT603NKTxTOlADhTs1HmlzQA7caM03NJmgB3NFN3UZoAWim5oz3pAL3paaTSjrQAteqfBxf3OsP/tRD9DXlR6V618HFxpeqv6zoP/Haun8RFT4T0zNGaSitzmFzRmkooAXNSW3/AB9wf9dF/mKiqW2/4+4P+ui/zFD2Gguf+Puf/ro38zUdSXP/AB9z/wDXRv5moqFsLqLmvL/inOW1HT4AeEiZz+Lf/Wr0+vKviTaTrr8d28TG2eFVWTtkE5GexqZbFw3OLAwKG5wcU7gd6DyKzNhi5DDFK/Q0gpz8cGgCDPakPWlYYNNNAAaYTSkjFQlqkB5NG7BphORTCcUCJt1G6oQ2aXPvQBLuppambvem7qAJCabmmF6buoAkzSE0zdRuoAfmio93tTg1ADjXrfwiXGgag3rdD9FFeRMfl4Nex/CZceFbhv7123/oK1UNyZ7He5ozSUVsYi5ozSUUALmr2i/8hi2/3j/I1Qq/ov8AyGLb/eP8jSlsyo7ooUUZozVEBWdq2h6drluIdQtllA+6w4ZPoR0rRzRkUgTseY6n8KX3mTTNRBHaO4XB/wC+h/hXJ6h4P1/S8mbT5HjH/LSEeYv6V71mjNS4JmiqyR80lCsmGVgfQ9qVuW9q9N+IUFvJqtuDCm7yeWC4J5PeuJvNOghiWRCykjoeRXPKSTsdsacpRUkYbqRzimZp5k+fbg/UU5rebbu8typ7jmjmRPK+xCcj6VETz2qYk4x+hqI9egpk2G5puadx/dpCAexoAbmlzRj60UgE5NHNH40YoATNJup22oyDnpQAucUoPFN5oOaAH5ozimijIoAeDXtHwjgCeFrmbvLdt+QAFePWOn3eqXS21jbS3EzdEjXP5+lfQXg7RJPD/hi1sJypnG6SXbyAzHJFaU073MqrXLY3qKM0Zrc5woozRmgAqW2/4+4P+ui/zFRZqW2P+lwf9dF/mKT2Bbhc/wDH3P8A9dG/maiqS5P+lz/9dG/majzQthvcKZLFHPE0csayRsMMrjIP4U/NGaYjk9R+HmiXrmSBZLOQ/wDPJsr/AN8muWv/AIbarbZayniukHRc7G/I8frXquaM1LimUptHgF7pt9plz5V7avDJ1wy9art8zZ5FeleMmDaui+kQz+tcpqUFusIJhQNjqBg1ySq2k4noww7lTU11ObkQnkMPx4qHnvj86lJd5Nq4Iz3FWW0ybYHVoznsciq54mfspdCgy4Ge1VzVmWN4yQRtI9DmoGJ/v/pTujPlfVDM1Gzc4qQsP7wJppXPOE/KmIZup26mlDn7oox7GgQbqTNLt+tGB70AJmmE1IQuOtRHnPIoAMmlDZ60wdfvCjIPegCTIpc4pgOBzSjmgB2cV7n8MoPJ8E2zY5llkk+vzY/pXl2g+Btb12VGW2e2tCebiYbRj2HU17tpenwaTpdtp9vnyreMIpPU47n61pBO9zOclaxboozRWpkFFGaM0AFX9F/5C9t/vH+Rqhmr+i/8he2/3j/I1MtmOO6PE/8Ahd4/6F36/wCm/wD2ug/G8dvDvp/y++n/AGzryOisOeR0+zieuH43+nh7873/AO10f8Lvz/zLv/k72/7915HRT9pLuHs4nrn/AAu8d/Dv/k7/APa6X/hd4/6F3/yd9v8ArnXkVFHPLuHs49jude+Ix1u9W5/svydqBNpuN3c/7I61kXfin7Um0We0AY5lz/QVztFZuKbuzZVJRXKnoX11PDA+T+G786vf8JH8gX7KeO/m/wD1qwqKXKh+1mupoy6qJWz5GOf7/wD9amLqCD71vu/4H/8AWqjRTsieeRba8U/chK/8C/8ArUn2z/YP/fVVaKLCuWfthz939aBeHn5P1qtRTC5a+2f9Mx+dH2z/AKZ/rVWigVyz9rH/ADzP/fVWRG7orBGwRms2t+3P+jRf7g/lUydjSnHmepSWCQ9I2NPFrKf4MfjWhSjrU8xp7FGeLVvYfjXrPhr4XaZ9itr3U5ZLqSVFk8kfIi5GcHua8zx8+PWvo+zTZZW6YxtiQfoK1ormbuc+JXIlYZZafZ6bAIbK1it4/wC7GoXNWaKK6TiCiiimAUUUUAFS23/H3B/10X+YqKpbb/j7g/66L/MUnsC3C5/4+5/+ujfzNRVLc/8AH3P/ANdG/maioWwPcKKKKYBRRRQB5/4rO7xBIvoiD9K5XW5duV44GK6rxAd3iG6J6LtH6CuG1mXdKxHc15ktajPep6UF6GbEf3q/Wt4nNup9qwIeZFrdXm3HNEwo6mTccu2aZblVbBHFSTgeYwqux2sKozluLdRISGCrz7VReMAngVoSncq1TcdaqOxlNIqsgHTIpIlLM2S2B396lYVoR2jL4YS8KfLLelA30WrVzBpXM1UO7G41dTT2aMP5oAPbbVUffrbh/wCPNKmUmbU6UXuZbWEmfvofwqNtOlPTYfxrTY80Clzsr2EDMGmTE/ejA+tSDS27zL+C1oLTqOdgqEDOXT1JwZGPpgV7noPhTRtItbd4LCL7R5alpZBucnHPJ6fhXjtonm30EX96RV/MivoHGOPTit6Gt7nJiko2SCiiiug5AooooAKKKKACr+i/8hi2/wB4/wAjVCr+i/8AIYtv94/yNTLZjjuj44ooormOwKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6D8OfA2DV/DGk6kdfliN5Zw3BjFqp270DYzu5xmiipY02tjT/4Z+t/+hkm/8BF/+Kpf+Gfbf/oZJv8AwDX/AOKoopWRXPLuNH7P1vvDf8JJNwc/8ea//FV6KvhVFRV+2NwAP9WP8aKKuGmxnV97cd/wiq/8/jf9+x/jS/8ACKr/AM/jf9+x/jRRV8zI5I9g/wCEVX/n8b/v2P8AGj/hFV/5/G/79j/GiijmYckewf8ACKr/AM/jf9+x/jR/wiq/8/jf9+x/jRRRzMOSPYP+EVX/AJ/G/wC/Y/xp0fhlY5Uk+1sdrBsbOuDn1ooo5mHJHsJJ4ZWSV3+1sNzFsbOmTn1pP+EVX/n8b/v2P8aKKOZhyR7B/wAIqv8Az+N/37H+NH/CKr/z+N/37H+NFFHMw5I9g/4RVf8An8b/AL9j/Gj/AIRVf+fxv+/Y/wAaKKOZhyR7HN6j8L4r++nuDq8sZkOcCAHHGPWsW4+BUFy2T4hmX6Wq/wDxVFFY2XMdPtJctr6EKfAG3Rs/8JHMf+3Rf/iqur8FIVQL/b0v/gMP/iqKKJJBGpJbMrSfAiCR93/CQyj/ALdF/wDiqjb4A27f8zHMP+3Rf/iqKKLIlzk+of8ACg4NuP8AhI5v/ARf/iqYf2frc/8AMyTf+Ai//FUUU7CbbI2/Z5t2/wCZlmH/AG5r/wDFVrN8Frd/CNroX9tyBYZ2mE/2YZJOeMbvf9KKKqJMjKH7PVuDn/hJZv8AwDX/AOKq2nwKgSFY/wDhIJTjv9lX/wCKoopSRak1sJ/woaD/AKGKb/wEX/4ql/4UNB/0MU3/AICL/wDFUUVNkHPLuJ/woeD/AKGKb/wEX/4ql/4URB/0MMv/AICL/wDFUUUWQ/aT7j7X4G29tewXH9vyv5Uivt+yqM4Ocferuz4WUf8AL43/AH7H+NFFaRdtjKr724f8Iqv/AD+N/wB+x/jS/wDCKr/z+N/37H+NFFVzMjkj2D/hFV/5/G/79j/Gj/hFV/5/G/79j/GiijmYckewf8Iqv/P43/fsf40n/CKr/wA/jf8Afsf40UUczDkj2D/hFl/5/G/79j/Gp7Pw8tndxzi5LbDnbsxnjHrRRRzMIwj2P//Z", "path": "003065.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003066
Men Tshirts
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"path": "003066.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003067
Men Tshirts
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", "path": "003067.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003068
Men Tshirts
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", "path": "003068.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003069
Men Tshirts
{ "bytes": 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", "path": "003069.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003070
Men Tshirts
{ "bytes": 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", "path": "003070.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003071
Men Tshirts
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", "path": "003071.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003072
Men Tshirts
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", "path": "003072.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003073
Men Tshirts
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", "path": "003073.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003074
Men Tshirts
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", "path": "003074.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003075
Men Tshirts
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"path": "003075.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003076
Men Tshirts
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", "path": "003076.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003077
Men Tshirts
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LVomKupDe/SvQJRuhcf7NVWs4riBVlRSNvpTA4Uw+1NMPtXSXmhlDmAk+iN1/D1rHlheN9roVYdjxQBRMNMMNXCtRke1AFJoajaL2q8yVGyUAZcsIqnLEK15E9qqSx0AY8kXtVaSLjpWpIlVpI+tAGW8ftULJ61ovH14qu6UAUWT0qNk4q2yVGV4oAqlRjmmlR6VYKUwqaAICophXmpyKbtoAh20hFTFaaVoAiIpMVJikIoAZikxT8UmOtAFMClxQBTwKAGYpwFOC04CgBoWnhaAKcAaAEA5p4FAWpFWgBFWpVWlVKkVaAEVTmplWlVeBUyJQAqJVqJBimIlW4k6cUAOjj5FXYo+lMjTpVyJKAHxx+1Wo4+KW2geeVYo1LO3QDrXc6R4bislWW7AknPO3stAGDp2gXd6Q+3yov77/ANK6uw0e0sAGRd8n99/6Vf49BgdMDigkUAIxPrUTDNPNGKAGxrtfNQ26/PJ/10b8s1YHDDiolULcyD1AYUAZWqIDemQgbiuN2OcemarCRjxuOB71o6rETtkHTpWcF6AUASpyBT2ginjMc0UckZ6q6hgfwNNjGKnTrQBz998O/CuqZabRoI3P8duDEf8Ax3j9Kwbn4L6AVMltqOo24HZnRx+oFejIKmUUnG47s8nb4OED9x4nnUdRut1P8mFWbf4S6hCf3XjC6Qnrtg/+2V6esPOWCj071I2NhAHJ71PIiud9DzdPhG84/wBL8VX8wPULEo/mTWpZfCfwzakNMLy9bv8AaJsj8lArsUBXp0qYHNHIhObMi08HeHLFw9vo1mHH8TRBiPzzW2PlAA4AGAB0FIDS1VkK7e4p7Hv61Xis7W2knlgt4opJzulZEALkDGTjrVnGRTTTEMc4jc57UifcH0psp+RR13EU/pQAhUMCCAQaq3NlHOu11Dj36j6GrdHt29KAOYu9HkjJaHLqOq/xD/GspkwcEc13TIG57+tZmoWMEwy48tj0kA4z6ECgDlStRsvFXrm1ktpdki/Q9m9xVVqAKUi1VlWr8gqrIOTQBmyrVVxWhKtVJF60AUXXrUDpVxxULigCkycVCy1cdahZaAKhFMK1ZZajK0AVytMIxVhhUZFAEJFNxUxWmkUAREU3bUpFJigCLFNIqUimkUAUgKcBSgUoFAABThRSgUAAFPAoAp6jPWgAUVIBQBinqKAFUE1Kq80iipVHNADkWp0WmIOasIuTQBJGverka9KhjWrca0ASxp0q3GMVDGK2NDsTf6pDDjK53N9B1oA6zwvpItLdbqRczyrlePuiugJB5pAFQqq8KBgAdqUjigBpNJnNJxmigBaKKKACmScFH9DT6CNwwaAIrmMSwMv4iskpg+9bKdNp/g4+tUbmLZJkDg80AVQuM1KvWmkcdactAE6Gp16VXXNTqeBQBKop+OKYtOzQAYwKB0oo7UAOFOpop3agBxpjn0pSTimEgAse1AEZG6VV7AZqXtTYx8pY96fQA3FGKdRjigBuKRkBUgjr1qSkYhUYnsKAMa5t1u4JIeC8edvqPT865hwVJUj5hwRW5bXXlXszMeHH9ara3biK6Ew+5KMigDFk6VWkFWZOlVpOlAFSQc1VkFXH9aqyDrQBTccmoWHWrMgqu3WgCBhULCrBFRMKAK7ioWWrDioyKAICKZipmFRkUAREU0ipSKaRQBERTcVIRTSKAGEU0in0hoAp4pQKQU4CgBAOKcBQBTgKAFUZqQCkWngUAKoqRVpqipVFACqKlUU0DmplHTFAD0HNWo16YqKNcVajGKAJUWrUYwagQVZjFAE6Cu58GWWy2mvG6uQi/TvXERrucKOteq6ZbCz0y3hAwVTn6mgCd8A/Q0/O5c0x+hpwPyL9KAK7thqcrZqKbhqEagCwKKbniloAXNHeiigBH4O/86bIgkSpM1Gf3Z55Un8qAKDRlGwRQF5q9IoYY9e9VWjKHHWgAXOKlU8VGOnFPFAEyninCo1p4oAcelFJS4oAeKd2poFOzQAhNRSEsyxj6mllkCDgZJ6CliTClm+81AEgHFBoooAMUUUUAFRXRxbNjqQKlqvenEJH0oAxDbqsrOOpFWNSt/tGkE/xxDP+NPMeauRKDEA33SMHPvQBwTmq79xV6+hNtdywt1RsVRfrQBWYVA44qw/BqB+tAFWQcVWYd+9W5KruOKAK5FRNzUziojQBEwqJhxU7VGaAICKYwqU0wigCEimkVIRTSKAIyKaRUlIRQBCRTSKlIppFAFECngUlOUUAAFOAoAp4oAAKeBSAU8CgByipFFNA6VItAD1HNTxrUaLzVhRyKAJY1qwgzUSip4xgUATIKsIOKhTk1MucUAbfhuz+2azChGUU72+gr0uuS8D2m2G5uyPvfIpNdaeBQAxvutT1+4v0qI/dNSp/q1oAqXHU1CjVPdDmqoODQBaU1IKroanB4oAeDmikFLQAUvBBB5FJRQBGwMXByUPQ4zijGcHqD3HNSZxTNnOUYqfTsaAG+UrdPzFIYWHSn7nQfPGfqopyurdGH06GgCIBh/CaeFbHSpdpx0NJg+hoAaF9adig4XkkAe5xUL3MQ4VvMPogJoAnH0qOWYR/KBuf0FMBnlPA8pf9o8mpY4Ei+YDLHqaAGRQtu8yXlz09BU9FFABRRRQAUUUUAFVb3mPn1FWqq3x+QfWgCtjjpVhBmFffNQgfIDViH/Uj2oA5nxNbhJ4bkf8ALRcH6iucfiu51u2+0aXMoGWjO9a4RjxQBE9Qv61M3SoHNAED81A4qdupqFhQBXaoWGKsOKgagCI0w808immgCJhTDUpplAETCmGpTTCKAIjSU8jFNxQA0imH6VJTWFAFACnrSAU8UAApwFApwoAFGakApAKeBQA4VKgzUaip0WgB61PGMVEg5qdRQBMg5zU61EnAqZBzQBMnFTL19+tQitLRrQ3uq28AGcuCfpQB6RoVr9j0a2iI+bbuP41ffhKcFCgKOgGKjmPy0ANP3DUycRgVAx/d1OPuL9KAKt192qWeau3f3ao0AToasLVWM1ZQ0ASjrSmmjrSk0ABpKKbmgB1KKjzzT1NAD+negordQPyopwoAiMKHsR9DSeQh4O4/8CqSigCMW0Q52DPvUioFHAAHtS+2aWgBQKKB0ooAKKKKACiiigAooooAKqX33B9at1VvR8g+tAEQ+4KngGYzUA+4KsQD5DQAxk3MFI+WRCprzu/gNrdzQtwUcj8K9GlyIcjkqc1x/iuDF3FdqPlmXn6igDnWqFqlJqF6AIX6VC3Sp36VCw4oAhbpULCpm4qJxQBCwqM1KeaiagBh6Uw089KaaAGdqbin00igBhFMIqQimEUAMIpp6U80h+lAFECnAUgpwoAAMU4Ck704CgB608DJpoqVRxQA9RipU5qJeanQYoAkUVMgxUS1MtAEqmpk9ahQc5qdelAEgNdn4Es993cXZH+rGxT7muLXrXqPhOz+yaDGxGHlO8/0oA3Kjl7D1qSopDyKAI5OI8VZX/Vr7Cq0p+UCrQ+4B7UAVLz7tUM1fvPums40ATRmrKVUj61ajPFAE6niikHSloAQ9KZmnE0zNACZp6Go6elAE4pc0g6UUAFFFFADsYope1NzxQA6iiigAooooAKKKKACiiigAqre/wCq+lWqrXnMRoAgj/1YqzbHhqrRn92KsW38Q96ADdglayfEVoJtDZwOYG3/AIVryjD9KQxLPbywsMh1IIPegDyo1G9TXMZguZIT1RytV2oAjY8VExqRjUTmgCJ6jY8VIxqJqAIjUbCpWqI0AR00088Uw80ANpDS0mKAG000/FIeaAIyKaRTzTTQBRFKBikAp3egBQOaetNHWpFFADgKkWmgVIooAcgxUq9aYKkUUASoOc1MKiHFSKeaAJlGBUgNRinrQBatITcXMcIGS7BRXs0EQgt4oVHCIFFeZ+DLP7VryOwykK+YfrXqB60AJ0FQMfmqVqh6tQAknQfWrX8I+lVZB0+tWj0A9qAKl5901nHrWjefdrONAD061ZjPFVU4NWozQBZFB701aVjxQAjCo+9SHpUfegBvepF6VETzUqngUATDp70jyJEpaRgqgZJJqjqusWmi2L3N1IFVRnHc+wrxbxH401LxDdFIXa308fdReC31rWlRlUehnOooK7PRtb+JGj6XujhkN3MOAsXIz7muUuPirqsxH2ayjh/3ju/pXBJCkZygxzmpCeOTxnJ969OlgF9o4pYx30O3g+J2trIDKIWUdQIwP1rpdK+JlndOI72LyCf4hyK8jIJPOcelA49OlVPL4W0EsXLqfSttcw3cCywSB42GQRUteSfDbxBJBqP9lzSM0UgzHk969bryKkOSVjvhLmVwoooqCwooooAKKKKACq93/qjVioLkfuDQBWi+4KsQcMar2/8Aq6nib56AJpBnmo0OxwfepyMioiKAOB8W2n2fWWdRhJQGBx+dc8TkV3vjS087SorpRkwtg/Q1wBNAEbdajantUZNADDUTVI1MIoAiNRkVIaYaAIzTCKfTSO9AEdFBpKAEpKdSUANprDFPNNPSgDPApwPNIKcozQA4DNSCmjinCgB681KoqNakFAEgNSrUS1KvSgB45xUqCol7VIvWgCYU9etRKakXk4HWgD0TwBZ7bG4umXmRtin2FdgOaztBtfsehWsJGGEYJ+prR7UAMc1EPvU9z1qNetACyc4+tWscVVYZIHvVnNAFO7+7We3WtC8BArPPWgBy9asx1WWrKGgCwOlJ1pop3egBW6VETUrcioWoASqmq6xa6Lp73d04VFHA7k+gqtrOvWWiW5kupQGxkJ3NeReI/E03iW63yRmO1T7keep9a2pUZVGZ1KigtSDxD4guvEV8ZrhiIR/q4weFFZXPTFKB05zmkZwgBY4Fe5SpRpK55E6kqjshRQx2jJ6ZqpJqFsrMC/zAcrg10HhDw7ceK7zKxuljD80sp4GBzj+lTVxUFojSGHla5mGJxGsrfKkmdgb+LHUig9OOlT6pqEd7rV1EqiOK2cwRIOyqcfrioljZkZwPlXrnoKdGsmrsicHsavhRmXxdpoQnHmGvoEdK8P8AhzYtqHi8TdYrVNxPbPpXuP5fnXj4qSlUuj1KCtAKKKK5jYKKKKACiiigAqG5/wBUamqK45iP0oAqW/3Kmj+/Ve3PyGp1OGFAFvtTCKcDxQRxQBT1CD7bpV1bYyShx9a8mcFSVI5BwRXsXRxnvxXlniG0+xa3dRDgFty/Q0AZTGozUjVETQA1uRTDTzUbUARsKaelPNMNAEZphzUhpmKAIyAKSnkUw8UAJRRRQAhpD0pTSHpQBnDmpVGKYq1IKAFp4poFPFADhxUi1GKkUUASCnrUYqRQaAJVqQVGtOoAkU1o6Pam91e1gAzvlAP0HNZq11/gCzM+tPcEfLDHwfc9KAPSwoVQB0A4o7UZzzSHpQBDIetNQUOeaEoAcfvD61P0qA/fX61YNAFS8Hy1ntWjd/drNbOaAFWrEdVhU8ZoAsA8U7PSmKaWgCQ9KxPEOuQ6HYNO+DIeI19TWy7BI2ZiAqjJJ7V4X4s159b1yfYx+zwNsiA6e5rWjTc5WM6k1CNzN1rUbrV7t5JnLAnkdgPSqoQKoAGAP5UnTnOT1H/16fb2731/BYQ58yZwisBnAJwT+te5yKjC55bk6srCQQz3e5LS1luXH8MSFiPyrG1G21eK7FtcWNxFI/3I3Qhj9BX1B4e8PWWgabFb21vGrhcu+OWbuc1S8ZaCNR037Zaqi6haN50Mu3JyK8mripS0R30qCjqeS+EfhNqOoyR3esqbe2bH7v8Ajbvz6V7lpuj2WlafHY2MCw268bQOvHU+pqp4X1mPXdDgvFBWQfJIvdWHXP5VuYz7VyXbOiyPI5Pgwz67PdR6pst5pGdlEXzcnPBzWF41s4bO7t9B0a3eRLcb5Ai5Z36ZPrXu0kayIUOcHrzVBtPtrGCSeC0QzAZyACzfUmtI1JIlwizzTwcmreH9EWR9KjgZ/mmnupthB9MEV1+l+Ibi8uVjMcMiMcb4ZA4H5Vz/AIhNzod2NZ8QRNeWTD/Vxuf3B9AOAR9a2tFvNQuNLGpw6Xb29o3KRKCHKeuOmaiTu7lJWOq7c9aKr2V5Ff2qTwkEN1HoR1FWKQwooooAKKKKACop/wDVn6VLUU/3D9KAKNseKn/i/Gq9v1xU+efxoAuL0p1Rp0qTNAETjnNcT48s8TW16o4ceWx9x0ruW6Vh+KLP7Z4emCjLRESD8KAPLz0qNqeTUbGgBDUbU4mmNQA00xhS0hoAYabTjTaAGGkPNONNoAbSUtJQAUhpaQ96AKIpw5po+tSKOaAFA4pwpAeKUUAOUVIvFNWnjrQAo61KtRjrUi0ASA04GmU4daAJR0Fem+ALPydDmuTw08nH0HH9K8w4II/Cul0vxlf6ZZx2sccTRp0yOaAPV+9NfgV5yPiDqR/5YQfrSnx9qLdbeD9aAO7dhup6V58fG9+TnyIf1qRfG98P+WEP60Ad+OWFWD1rG8PX8mraYt1KFVtxXC+1bGTmgCC6GUrMbvWrOPkNZbjBNAEY61PFy1QVLAfnxQBaWn00c0tAGL4x1D+zfDN1MDhmTav1NeCxZCIzfeYbmPua9f8Aim5XwmBgkGZAcfWvJkiachFKg46FsV6OBWt2cWLu9Bqg4zj7vJrt/hLp8d94mub9gCtrEoTI4ycg1zumWeli4Q6zdlV3DEEI3eZ9SOlet+C7aC21TUDb2wt4yFAjx0AJqsbiG/dTFh6NtTqL+8+wRpKygw5Csf7ue/0q0NssY5yrDr6is3X54hpklu65Nx+5X6nvVXwrdTNZNYXT7ri1IR29fT9K8zVHcZXhiB9I8YaxpXSGf/S419OQK7WsDUrf7P4m06/j6ygwSE9l6/zrfB56UhWHYpDS+1RySbEdiOFBNAzz7xaj+I/F2m+HlO61j/0i5x3HYH8a76OJIYUiRQqKMBfQelcp4Otvtl/qevSLlrqYrC2P+WY6Yro5L3GopaR4J27pP9kdqYHOaM5sfFGqaVn9zkTRD0zkn+Yrpq5mRQvxFDL/ABWrZ/SumoAKKKKACiiigAqKb7p+lS1HN90/SgChD96pu/41WD+WWbrTDesG+4vHvQBqRc1LXD6n4tvLG9kgiiiKrj72aqnx5qA/5YQn86APQu1RGMSrJC/3XUqa4E+PNQ7QQj86YfHmodfJhz+NAHO39ubS/uLc/wDLNytVDU95dyXt5Jcy43ucnFVjQAhNNY0GmnpQA09aQ0p602gBpNNpxxTaAENMPSnmmnpQA3HFNxTu1JigBKO1LSUAUBzUgqNcU8UAOpwpopwoAeDinDNR5p60APGakBqMU6gCQNTlNRA1IDQBKDTg1Q5p60ATq1ODVCDinA0AThqcGqEGng0AeoeCDnw6v/XVv6V0Zrm/A3/IuL/11b+ldIetADZhlDWXJ1Nasn3DWXPgGgCA9ay9Y8Saf4dg869lAJ+6g+8fwq3e3SWVlPcuMpEhc/gK+dfE+v3HiDVXu5nO0MRGg/hFAHr+jfFjTNS1BbaSJoUZsI7dDXokciyxh0YMpGQQa+QV3LgjKsp7dq6/S/iP4g0m1+yRTiSNR8pkGSKAPZviJeWFt4XuFvHAdlzGvct2rwq21CKSICQjJ6kjiq2s+INU167WfUJzI/8AdH3QPpU/hfw5ceItUjtYUIi35kkUZwO9b0a3IZVIcx3vw48Opr2tG5eIJZ2Z+ZQOHbsP1z+Fe1w2CQ3092uQ0oG5a8/8FX39m6i2l3DJa7yCRjDTOBjH5D9K7fxDfCw0iVwSrykRKQeQW4B/DNZVKnM7lxjyqxm+d/a+uSzqQbe0/dx9wzd/xFEzf2dr1teAfupR5Mg7ZP8AEauadYixsYohgnGXb1Y9T+dJqNmL6ylt2yBIuMjqDWaZRq3tut5amMY5wVap4y/lKZFAbHIBzg1h+GdVN9Zva3BAu7U+XIvf2P5VvH7p7YpgOFU9Timn06aG2IEzDCk/Xn9M1Rvbi9n1WKztv3Vug3TzHqD2A+vNbA6DHPHBoAqWNnBp+nQ20KeVFEmAPTua5Wyvy2vzauxK27yfZsHo2Oh/HNbHirUjZ6b9nh/4+LpvLjHrnr+lY+q6ebLw7bW6AeXBJGxP97DA5oAuJCJPHFxM2d8UIUfQj/61dBWGyqPE9reIf+Pq3O8dsjGP51uUwCiiigAooooAKjm+6fpUlRy/db6UAZEvQ/WqxzvNWZeh+tVifnNAHFeID/xOJ/wrKJrU8Qf8hmf8KyjQAhqM/Wnk1G1AATTSTQTTTQAhNJmgmkzQAhppzTjTCaAEpKWkNABTSKU0maAGnFHFLjNGKAG8U00/immgDPWnUwU8UAOFOpop1ACinr1pgp4HPWgCSjNJSjrQAozmnjNMFOzQA8GnqajFPFAEuaAaaDS0ASA0/JqMU8UAepeBOfDa/wDXVv6V0p61zXgT/kXF/wCurf0rpT1oAbJ901mT9a1JPumsuf71AHM+MXni8J6i0Ay/lEY9u/6VwHw18JQahay6lfRK6niNSOOa9Wu7ZLu1mt5B8kqFD9CKr6LpMGi2C2dvnylYkZ9zmgD5r1CNodQuImBwJSOeK9H8F/DGDW9LF9fzSRrJyipjJHrWf8SPDE9h4ga/VCbOdwxwOFNeyeEo0h8M2CJ90RD+VAHGj4L6X5uTeTmLOccZ/lXa6J4esPD9oLeyiC/3nxy1bVRtTA4vXrJYfHnhzUOAGmaMjHH3GOf0rovFcyLqOjW78xzTOWHqVwRWb4uRTa28sZBuoZg0CZ5Y9MD8N1WvE8F5qWh2uoLamK4tpRIIydxCcbv0FQ2kBuHGcD7ufWjoMgn2qC1uo7yyiuYz8siggentSXkrQWFxKqlmRCQB9Ki+oHAeMvFdn4Y16G8s5M3mQs8SEfMnofevQfD3ijTPEumx3dnMuXGGjLDcp9CK+UtSuLnVdZup5TvmkkbIHfnAxXd+C/B9/bv9uuLu4tMjiOFyje1Y18VToq8mbQoykey6qZtS1+DSo5/LtthluMcNJyMD6cmt+SS3sLNpHZYoYkyS3AAArzNdPuLe6S7tr+5N4gwsszluPQ1l+KoPFWt6a0MmqRMOhhij2bx781zUszpTerNXhJotaR45sfEXxCkSUv5SrstAfuAjv9a7PxDIV0ogj/WSIikngZNfO2l6ff6d4js1lRoGSUZcjAAzzzXvs+p6Xf3EMTXiNbQ4klUNncw+7iuv6xTetzL2bROXY+KNLt0O4R2zh9vbG3rXT+1cBf8AijTNN1KbULJbqaRh86CAnPsD2rqdE8RWGu2wktpQJCMtE33l+orWFSEtmZuLRrUUUVoSFFFFABUcnKt9Kkpkn3TQBjy9D9aq/wAZq3Nxn61U/jNAHE+IDjWp/wAKySa1PER/4nU/4VkE80AKaY1KTTSaAEpDQaSgBDTacab2oAKYadSGgBtFFFACGkxSmkNACdKQ07GaQigBuKRhxTqQ9KAM0daeBTR0p4oAWlpKWgBwpwpgpwNADgacKZmlWgCQUopB0paAHDrUgqIVIOlADqdTAacDQBIDS5pgNOBxQB6t4D/5Ftf+urf0rpu9cx4C/wCRZT/ro1dP3oAbJ0rMn61pSdKzJ/vUAVT1p69RTD1pQeRQBNLZ299AYrmFZY/RxmrNvBHbQrFEoVF6AcAU2HpU1AEh6fhUEhABPWpj0/CoXGVI6Z4oDqeeDWbq98SXzwQF5bV9kUr/AHIxgHcPU9vzqy8GsXRL3msSSbuqKuwEe4FVlGoaLd3EVzZOYmfcksQyDx396yDZR3FzLczateQtncARwteHiVX5nY9CnGnbU3rKwudKZv7Ov5Yw/Xd8y/ka0BqGsmJ4pJo2VgQTgdKytFvWuUkXzRNHGcLKv8Vanc14VTH16bcbnZHD05a2MDSvCOmabOZygmndixYjpn09K1rlJ2uowmFhX7xzyfarLZVC0YBfHeqLWN7cqTJfvCp6qig1h7adb42bKEYbF2SdARucAY+9mqUstu9xFML1UCHlAfvCq58OWbNm4M0p9SxGaePD+kKnEJ/7+H/GrjGK11K1ZoNDZ3OC0cUgPOWANItnao42wIAOmFFQW1hZWuGgBU+75FW/lwDkHjHWoc6nPpexLhFLYxY9VvriQ/Y9Pha2WQqWaTBwPardr5Z1/TfsQAm8zEqxf3eeWx+FUtW0hYYJrq3mZIvvSw7sCT8e1d74b0mxsdPjltbYRGRQxJ5P519Hl9N1GpdjzcROKVrG0B0z6UtFFe4jzwooopgFMfoafTJOhoAyLjq31qoT85q3cd/rVM/fNAHD+Iv+Q3P+H8qyK1PER/4nc/4fyrKoAKaetLTTQAhpMmgmigAPSm0pNJQAhpDQaO1ADe1FLSGgBKQ06koAKKKKAExSEcU6kIyKAMsU4UwU6gBelOFNpwoAcOlLTaM0APzSg0wGnDrQA/NLmmCnCgB4NPB4qMU6gB4NOBqIGng8UAS5p2aiBp2eaAPWvAP/ACLCf9dW/pXTnrXMeAf+RWj/AOujf0rp+9ADH6Gs2frWk/3TWfKOTQBSbrQvWlbrSDqKAL0Xapqhh7VNkeooAeen4VEalJyOOaiJHrQCWo0qrD5gCPcVQ1jTVvdKuIIkCu6EDAHPHStDI9akQ988eualxUlYabTPNINW03S4FtbhXtGiG1laMnJ+opreK7Fjtt4ppj/sxkZ/OvQtV0a01iya3ukGDzkdQfWuTk8I67BmOz1O1SEHC7rfcce/NeLXyeMpOSO6njLaMyTq2rTpm10lwp6GR1NVnk8TzrgRwQn2zn+eK6OPwr4hHMmt2u7uBan/AOKpzeGNfByutW2R62pP/s1YLK5xfuo2+uQ6nEzaT4ml+9eyMOwBFZ8uj+IY2KhLg+6yLXoUnhzxKqZGp2kg9Ps+3P8A49Vc2XimAnFhBcD2m2U/qddP4bmkcXA85lTVbc7J3u0OOmM/yra8Pafc6hHMz3l5CyAYYEAH8xXRS6nf2yEXejXKjuIwZP6VXGuTToYNP0q985+FDwMg/HipdCreziaTxdNxsbvhPQYdQtWury8uLsrIy7JSMDB46Cu8RFjQIgAUDAHtWH4U0qTSdFSGc5mZjLJznDNyR+Fbm4eor3aMVTproeNOXNIWik3Zpa2TVtDO1gooopgFMfoafTX6GgDIuuCfrVI/fNXrofMao/xGgDhPER/4nc/4fyrIJrV8R8a5P+FZB6UALmkJopDQAlFIaKACg0ZooAbRRRQAhpKdTaACiiigBKWiigBDR2pcUdAaAMilFN7Uq9aAHU4dKbS0AOopAaWgBRTgabmlzQA6lBpgpwoAkBp1MzRmgB4607NRg08GgB+cU7uKZmjPFAHsHgH/AJFSL/ro1dN3rmfAH/IqRf8AXRv5103cUARv0NUZhmrzdKpyDk0AUH600HkU+T71Rr1oATVbqS00e4niOHRMiuP0STxPrkD3JuxFFuwvy8/rXW6yiyaLcK3QqB+oq3osKQaVAiAABR0FKx0U6vs4PQ4S8v8AxHpWqW0N3c7o5HADKo5FWrW61fUdRvFS9MSRcKoUGt/xhbxvaWspUbkmXB/Gsjw1j+2NSDdNwH86zle9jvhUjKl7Tl2OPl8Y67FLJGbvJRiv3RzXdeHtZvb3wvNeTNmZVcg4A5AzWPDoWg6l9rjtPnnUkls960fDMDW/he8hf+DzAf8Avmine+o8ZOjKl7isyvaWvjO7tkuIr2Eo43DIwf5VjX+veKdHvkt7yThmADbBg/jivTNDwuj22OmwVQ8ZWNvdaI8sqAvCQynHTmuuE1e1jxJR0MG6/t+9a4ns7xUiiAyhA9AT2rmdH1zxDrWrJYw3ihmDHJUdvwr0HTMf2dqfHA4/8cFed/D8j/hM4f8Adf8Aka3hyuMnbYyd1ax0uo6hrehaBcia433Mc6KrKAeGyfSorGLxvf2azpcRxI3IR+D/ACrpNUiiubsxSrlftUOR+BrnPHfiPUdJ1S3trGYxRquSoHUCs4+9okW1bdlaz1TxJaeI4rHVJAQ4Y8KMcD6VHq0fiSzsTqa3Y8lmXYi9TuPAq1F4qtfEF9YobSZbtFbMrDg/LXaQLbjw3FJcReakUYfbjnjkUStF7ExvLqcRAfENpFaT3t+F85wPLPU5P0rs7+eWNIFiY7nUfnXll7rtzrviu2eQtHEsyhI142j3r02+H+lWgx6fyrgzJONG6OjCO87MW0urtb8RS56V0SnKg1z8n/Iaj4PIroF+6PpXFls5Si+Zm+ISumhaKKK9M5wpj0+mP0oAyrzv9ao/xGr153+tUT9+gDgPEn/Icn/CsnNa3iX/AJDs/wCFY9AC0E0lFABSZoPtSUAL2pDRR2oAQ0UHpRQAUdqWjFADcUtGKUCgBKMUuKMUAJijGadig0AYYpRzTRTu1AD6KSjNAC5pwplKDQA8daWm5yKUGgBSacDTKWgCTNApM0uaAHD2pwNMBp4oAdQOo+opuaUH+lAHsfgD/kU4f99v510p61zPgD/kU4P99v5103egBjd6qS9attVSXrQBQl+9UY61LJ1qMdaAINaYpodw46hc4qXwxfR6ho0LowJUAN9amuLUXtlJbk7d64z6Vg6d4Mu9OBFrqrRqedqrgUjaPs3BqT1H+NNSjiays1YFnmUkfQ1Q8PTRrqeps7AEn1+tWpvAL3F9Hd3GoNK8bBsEdcU268DCS7knjvZIhJyVWs5J3ujvp1aMaXJc5/wVMi6nfl3AUqev+9XTaUVGi6oUIK7pSDn2rOX4e+WWMd+6luu3v9a6HTNAWw0WWw80t5gYFz2zxVQT6mOLqU56wZc0O8hXRbYvIi4jXOTXNeOPFUCQDT7R1ld2G/aegzQPh9clSi6vIE7Lg4qv/wAKtRplla++YHJ+XrXVBU07tnmScnsW9N160tdXudMupAiTKMOT1JUVLpmgaN4bvpdV+3KQA235h0PWjVfh9Dqd8bhrnb8oXGPQVUk+GhljCyai7KOikHAq24NtJ7kJSXQqv4oMlpPquzMUd9GOe4GcH9K1dV0TSvF/2bUY75EwvzDPbripF8BRLosunfaOHkD7sdMZ/wAaoR/DI24YW+qPGrfeAB5pXp3umJKXVC317pUOtWOl6eqM8asWdP8Ad6Vtza9b6T4ZgnMkchUqroOSATzxWbpHw6g0vUku/tbOy54x1zST/Dm3nndmu38tznA7UpODe5dmlojJ1rQrSXVbLWdLki8qSRS6A85z6V12oDM1qpOMgfNWda+AIbSaJ0vZMRnIWuiu9LW68sbuVAHNceOi6tLljqb4dqErszYwo1dAJS5xXSLwq/Ssu10VbeZZd2dtagGMCuXA0JUYvmNq81K1haKKK7jnCmN0p54pjdKAMy5ALc1Qb7wrQuR8xrPb7woA4DxP/wAh6cew/lWNWx4oP/E/n+g/lWLmgB1JR1ozxQAUhpKKAClpD1paACkpaSgAxS0DpS45oATFGKWlFABRSijFADSKMYFOxRjIoAwAacKaKWgBSfal4puaKAHZpwpgNO/GgBaXNNzSigB4PFA603vTqAHZpc0zNLmgB4NOBqMGnZoAfmlB6fWmA0ZoA9n+H/8AyKVv/vt/OumPeuY+H/8AyKNv/vv/ADrpz3oAYelU5RzVxqqyDOaAKMg5NRgVM4qOgCzF2q1H0qpD2q0pwKAJWqB6kzTHFAENSJTMc09KAJ1PFSDpUQqRTQA6iiigAooooAKKKKA1CjvRRQGo8dKKQciloAKKKM0AIetNPSlNIelAFC6GM1mN94Vq3Q4NZTfeFAHn/ig/8T+f6D+VYlbPio/8VDP9B/KsXNAC0tJRQAfjRRSZoAWlptKBxQAtFLR3oABSikNKKAFFIaUUUAJTsUvelxQAgpD0p2KMcUAc4KUHmkFAoAWikzRQA6lBpopaAFpRTc0oNADgafTARS596AHZoHWkHWlzzQA7vS55ptKDQA7NKDzTM0oP86APafh9/wAihbf77fzrpj1Ncx8Pf+RQtv8Afb+ddOepoAYelVpKsnpVaToaAKrjmmY5qVqjHWgCSIcVZB4FQR9KmFAD80jciikPSgBhFKvWjvQOlAEqmpVNQr0qVelAD6KKKAFzSUUUAFFFFABRRS9qAFFLTe1KelABnig0UmeKAEpD0paQ0AVLr7prJb7wrWufuGslvvCgDz3xX/yME30H8qxK3PFnHiCX/dWsOgBaKSigBaKKKAClFJ3p1AC0UUtAAKUUCjvQAoFKBRilA4oAAKUUYpcUALRjIpQOKXHFAHLUtJRmgAopKWgBQaWm0tABmlpKUUAKKdTe9GeaAHg0o65pmaXNAD8807NRg07NADs0oP8AOmZ4ozQB7Z8PP+RPtv8Aeb+ddOelcx8O/wDkT7f/AH3/AJ11BoAjfpVaTpVl6rP0oArN1pvrT3plAEqHipVqFe1SL1oAkNB60g60tACEYpBTiM03pQA8dqlWoVPNTL0oAkFFA6UUAFFFFAAaKKKACilPSkoAXtS0naloADTaU0lABSGlpDQBUueUNZT8NWrcdKypPv0AefeLlxrzn1Rawq6DxlxrSn/pkP51zxoAUdaKSlFABS0lLQAUtFFADh0paBS96AAUoopRQAuKcBSCnYoAMUoFLilAoAQCnEcUoFLtyKAOQpaaD3ozQA6ikpaAFopuaM0AOpabS0ALRSUtAC0ueKbRQA8dacDUYNOzzQA7NKDyKZSg0Ae3/Dv/AJE22/3m/nXUGuX+Hf8AyJtr/vP/ADrqDQBG9Vn6VYfpVeTrQBA1Mp7UzvQBItP70xTxTgaAJB0p1M7U4UAO7VGakPSmGgAFToeKrip0oAlooHSigAooooAKKKKAAdKKKKAHdqKO1FACHrSUppKACkNLSHpQBVuOlZUn+sNatx0NZMvElAHBeNBjV4/+uQ/nXOZrpfG/GqwH1hH865nPWkA6lpuacKYBS0lLQAtAoFL3oAcOtLSCnUAAp1IKdigBcU8CkFOxQAuKXFAFOAoAAKdjilApQODQBxNGaTNAoAdnmlzTOhzS5FAC5o/GkzRmgB1Lmm5ooAdmlptLmgAzzTqbnmlB4oAdRmm5paAHZozzTaB1oA90+Hf/ACJtr/vP/OunNcx8O/8AkS7P6t/OunbFAETdary9anbrUD85oAgNMxzTzQBQAq0vek6GlzzQBIvSniolNSCgB5HFRMKm7VE9ADRU8fSqw61YiNAE9FIDS0AFFFFABRRRQAUUUuOaAF7UGjtSGgBKKU0lABTTTqaaAKtx0NZU3381rXHSsmb7xHvQBw3jlT9vtX9Yjj865auv8eD57A/7DL+tchQA4UopBSigBaUUlKKAFpRSCnCgBRThTRTwKAHACnCmgU/FACgU8U1RTwKAHCnAUgFPAoAUCnAcUAU7HFAHAdqUcU2l70AL3opKKAFpc02jNADqXNNpaAFzS54ptGaAH8GlzTM0oNADs0uabmg0AOzR3pBRk0Ae7fDz/kSrL6t/OumfrXMfDo58FWf1b+ddO/WgCJutQPU7VA9AEB60dKU9aBzQAhoBzSHpSDrQBKKmXtUAqZKAJKiepu1RP1oAi71PFUB61NFQBYFLTRTu1ABRRRQAUUUUAApSaSlxQAUp6UgpaAENJSmkoAKaelLSGgCtOOKyZ/8AWVrz9KyJ/wDWUAcf46UiKwY/3mrjBXdeP122Omn1Zq4UUAOFKOtIOlKKAHUopKB1oAcKcKQU7vQAop4poFPFADqcKQCnCgBQKkWkFPFADgKcBSAVIBQAAU7HFKBTscUAedUCkBpe1AATRmkNGaAFopKKAHCimg807NACg0HrTc+lHNADqUdaZmnZoAdnmlJ4pgIxRu4oAfk0Emk3cUmc/wAqAPdvhx/yJdqP9t/511TVxHw51jT18KwWsl3ClxG7bkdgCcmu0M0R5EqEeu4UANaq7VMzoejp/wB9VA7L/eX86AIzQBxSFh/eX86XcMdR+dADWpueaGYeo/OkyM8EfnQBMKmSq6sMdR+dToy/3l/OgCYdKikqVSMcEGo5AT2oAgJ5qeHpUByDyKmhPBoAsDvS5oUHGcGl2n+6fyoAO1FLg+h/KgKc9D+VACCinbG9DSbW9DQAlGaXafQ0EYHP60AIKUUgK9yPzo3oB99R+IoAKKb5kf8Az0X8WFN86IdZYx/wIUAPoNQNeWyDLXEQ/wCBimf2lZf8/cH/AH8FACzDisif/XAe9XZtU08Dm9g/77FZM2o2TTBhdwdf74oAwviKwFnpqd8sa4Kuv8e6ja3k9lHazLKI0O4qcgGuPB5oAfR3pKcKAHClHWkFKOtADhTh1pBTh1oAcKeKYKkFADhTxTRTxQA4CnqKaBUijmgByingUgqQCgBVFPxSAVJjigDzKlpKBQAppKM0lADqTNJRQA6ikzRmgBc0ZpM0ZoAWlptFADx0optLQA7NJRmkNADhwcjg+oqYXdyo4uJh/wBtDVcGlzQBZF9djpdTf9/DTv7QvMf8fc//AH8NVKXNAFr+0Lz/AJ+5/wDv4aX+0Lz/AJ+5z/20NVMinZ96ALP267/5+p/+/hoF9djpdT/9/DVbPNGcdKALYv7z/n7n/wC/hpRqN6Ol5P8A9/DVTNH0oAvDV9RHS+uB/wBtDTv7Y1PP/H/c/wDfw1ng0oNAF/8AtjUv+f8AuP8Av4aeuuaqhyuo3APrvrOzS9KANYeJtcUcapdD/gdOHinXf+grdf8AfdY+aXNAGz/wlOu/9BW5/wC+6P8AhKdd/wCgrc/991jU7NAGv/wk+uE/8hS5/wC+6X/hJtc/6Clz/wB91kCnCgDW/wCEm1v/AKCdz/33SN4g1d/vajcH/gdZdLQBdbVdQc/Nezn/AIGaab+8PW6mP/AzVUUuKAJzeXR63Ep/4GaT7TOes8v/AH2aio/GgCUzSN96Rz9WNN3t/eP503NLQA7qeeadjIpo/WlBoAeOBThTaUUAOpwNMBp4oAeKUdaaKcKAHDrTqQU4CgBw61ItMFSCgBwp4poFSAUAOFSDrTQKkA5oAcKkFNAqRaAHAVIBwaQCpAOKAPLaSkooAKKQmjNAC5ozRRQAtJRRQAZooooAWjvSUUAOzRSZooAdRTTSZoAfmjNMzS0AOzS5plGaAH0A02lzQApPSlzTM0UAPDUuaZ1ooAfupd1R0ucUASBqN1MzS5oAkBpQeajBpwNAD80uaQGigB4YYpwIpgpwxQA/NHWkwPWnCgA6U7tTcU6gAzRRRQAuKKTNGaAHjpTxTAaUGgCQGnUwU7NADhTgabSigCQU4UwU4UASCnCmCnigCRRTxTFp4oAetSiohUq0ASCpFqMCpFoAlWpAKjWpBQBItSjpUaipQOKAPHv7Ssv+fy3/AO/q/wCNH9o2X/P5b/8Af1f8a4CigDv/AO0rI/8AL3b/APf1f8aQ6lZKCTeW/HpICc1wNFAHevq1hGgY3cJ7DDZP6dqcmp2DqGF7DtJ7uFP1weneuAooA71NV0+QkLeQ8DJ3NjP0zR/a1gZCgu4SRycuMfgcYJrgqKAO9fVbCMAteQ/8Bbd/KlbVLFVDG7gwcdHBPPTj/OK4GigDvo9VsJel3D/wJ9vv3pI9VsJc4vYeF53Ntx9M9a4KigDu21jTgSPtkfGc8k8/lzSnV7AKr/a4sN2DZP1NcHRQB341Gxxn7bbnP/TQA0o1Gx/5/Lf/AL+r/jXn9FAHoB1Gx/5/Lf8A7+r/AI0f2jYn/l8t/wDv6v8AjXn9FAHf/wBo2X/P5b/9/V/xqwrK6hlYMpGQQcgivOK7/Tf+QZa/9cU/kKALQNKKbS0AOoptAoAfRTaAaAHUUgNGaAHUtNzSigBacDTO9KDQBL0pQajznilWgCTNOBqMdacDmgCQGnUwUtAD80tMzzR9KAH0gOabmlBoAd3pQaaOTxS4oAeDTxUYpw+tADwakHSogaepoAeDS0gpaAHj608VGKeKAJFp4pi08GgB6nmpBUa1IKAHipVqIcGpVNAEoqRaiWpVoAlUVKtRLUq0ASrUo6VEtSjpQB8u0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV32nn/iWWv8A1xT+Qrga7zT/APkG2v8A1xT+QoAtjml6U0UtADqOtJmigBce9LTaM0AOFLTAaWgB1KDTKKAH5oB5puaM0APBpwOBUeacDQA8Gng1GDSg0ATA07dUQPFO/GgB4NPGPWogaeCKAFpRRkUoIoAXoeKXNNB5paAHDinCmZpQaAHg08Gogacp96AJhS5pgNOB5oAeKkBqIGng0ASiniox9aeKAJBmpFNRA+9SKaAJAc1KtRLUimgCdakWoVNSr9aAJhUq1Cp5qZcetAEq1MOlQgjjmpVPFAH/2Q==", "path": "003077.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003078
Men Tshirts
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", "path": "003078.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003079
Men Tshirts
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", "path": "003079.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003080
Men Tshirts
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bUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+ZTSjg0poAQ9aKQctT6ADoKbSnmkoAKSlpBQAUjcU6mtzQA1elJk7qcowKQj5qAHdqYeTT6Z/HQA1lwc0lSkZWmBSRwCfwpgJwaQikORmlDZFACFKYUzUh4FLwRQBWK44qMpnirZXNRhfm5p3AbY3QjuBZsfvAsn+Fa1ck0pF/8AaQcCOYKD+PNdaKmSAKKKKkApCcDJpailOcLn3NAEc2ZlKAkKfTvWNL4btLiUvMrSZPR3LD8ulbijGaTJ7VSdguVBY28URXywRjGDXPRwG3eWzUHylYmP/ZTjj8DXUsm4c8iqz2ali3fGB7VSY0zMjjeTGOPSr8Vu64yRVmO2VVGBUwTHpQ5CGocAA/nUwNM20u30qWA2SCKYESRq2fUVEdPtj/yzx9DVjJFG4+1S4p7jUmtmQrZW68iJfxqDUyIdOlKKMnACjjJzVwsawvEF1Itm7R4+TIyfXoP1pxjbYd23qeU/F24WC/gh3h7kL19O2PbpXjlxIYpQjnLjIA9z1Jr0H4hSl/E08U0jSTqoyT2NcKLMJNJI44Vsk+1Q9zbokU/KMY3EHB4qozAPlumeRW/cGM2XyR/us5WVhgk45A9qxTCGG5yQT0FMlliFY4XWRWypGSD2qSM7IIpoQfllIZfpz/KqnUABSMelaVtbS2UqTzxNNbj5pFQ/dHTn9KAPUPh54ej1W5bVpIgFdvLhjxwoP/1smveYohEAFGB0ry34TzR/2SgzkLwoPp616oGDAcir6ET3sSjnik7UKaaTxSIIphlTWekxtbkSDlTww9qvyNxWdMuTVoDbVg6BlOQRkGn1laZcEEwOfdP8K1azaswCiiigAooooAKKKKAGucKaqN9+rEhy2PSq7/eqkA9OhH404HDfWmKcMD2NK36jpQA/vQT1poboadxn60ACjilJoJxVO/u/sdv5xaFVB+YzPsGO+Dg80AW6QmvE9c+PNhY68yWNtd3NpD8jx7I4w7jOfmO44+gFOi/aN0VgDLoWoIcchZEYD+VK4HtOc04CvGG/aM0BV/d6LqbN6Fox/U1zXiP9oXUr+0kttD0tNOZxt+0yy+bIvuowAD9c0XA+gr/U7DTY/Mvr23tUxnM0oT+dcnffFvwPp/EmvwTH0tkaX/0EV8lXt/ealctcXt1NczMSWkmcuT+Jqlmi4H1Hd/tA+DrckQxaldf7kAX/ANCIqqn7Q/hVo976dqqMD9zZGc/jur5moxSuB9Dal+0bYohGl+H55G7NdTKgH4LnP51xOofHfxreOxtpbKxU9BDbBsfi+6vO4bC5mPyQtgDJZhtA/E8Vp2fhaS55n1fR7NfWe9Vj/wB8pub9KAN9Pi942eUfaNcuXi7rEI4if+BBOKt2Hj/xJf6itxb6dJfyrwgeS4uMn33ORj2G2uz+HXwv068he+TXhdIrDLJpRXB/2JJ15H+6K9q07SINHh2QSzvxjdLJn/ACmBy/gfUfFmr27T+IdJj0eKMARQRx7TJ65BYsAPoPxrrgdjc9Km6VHIO9UgHkZXNRq2CRToW4KntUMRyjf3gTQBOhyTUd2/kWzy+gp8IyxPaq2sHMUUA6yPz9BR1AxrgGCwgz9923n+ddgpyoPtXH6u+65ES9I028etdgn3R9KJAOoooqACqYk3yFqsTNtiY+1UEODVRQF5TkGkzUcTZP1qTFAATR1paM4oATBpcGkzS0AFFFFJgFFLSUANasDUz5rLAeVB81/oOn6/1rekYKhY9qwtTxZ2VxcTdMGR2P8OB0+naqRUT5z8Xytc+JrptxLeZtUkdcDH86pPG1zqMVkkLOepjXuQO59O9Ta4d2szOgIVpDJuPXDc4/SnW1hfor6yBIhUb5CP4Y2OB+FZ9TdmZqiN9paKSRW8o4+UfKD6D2FNks0hsyksZM7kbcdQKW7ULrTL96EzZznPBHFdba6ZL/AKFMYg2G+zsD1DAhs/TpRa4jlrrw49pHYszHNwwLf7IzgfyNdHplq0DzmU+ZbrE6fMOCMc811Pi3SglpC8WGSKNVcgc8HIOP97P/AH17VTtNNfVbaMRxmK1zvbHLN6/QdhnqabVmNao2fhghjRY1B2lNx9jkAfnmvY4gNgNcfoGhJplmlwij7S2GdR029lH0FdZG5ZB6VSVkY1Gm9CbO3P0qLflc0rt8h+lRRnMR9qaRBIvzCq8sXBNWYh8gpWXJIouBkkMkgdDhlOQa3YpBLErjowzWbLAdpOOTUunTKC9qSfMUb8H0NEu4GjRRRUAFFFFABSE4GaWkIyMUAQkZJpjj5qm2Ee9MaqAiA5KHv0peWGD94U4gMBQVJAI+8KAIGJGR+VBmDIM+uKlIDjnrVK8DQxtKoB28kH2pgXVPHrUd1Z29/btb3UEc8TdY5Fyp+o70QSmWJH2ldyhirdRntXLfE/U9U0f4fanf6Pctb3cPlkSqASq7wGxn2pMD5k+IklpJ4/1r7DAsFulyY0jRAgG35TgDgDIrk6t3t5cahezXd3K0txM5eSRurMepNVKkAp6gMwBIUE9T2qW3gkuLmK3iXdJK4RB6knA/WvpofAzw4ulwW6wH7V5G2W7eR2bzOPmCZCnvwfbrQB474f8Ah0NZtVuheX12hbG3TNMlmB9f3j7EB/E11a/BK4mkhaz0zWPLBzIL+a3gz9NhcivoDTrC20bTYrKxt0jggQBY4kC5wPQYGTWj3oA8Z0/4PTQIAmi+GbU/37lri+f9Si/pXRW3w0uUAEmvpbDuumaTbW4/MqzfrXoec009cCmBx0Xw20MHN3Nqt8fS51CQqf8AgKlR+latj4X0HSyDZaPYwsP4xApb/vo5P61tMQoy3H14qvLdW8Q3SzxRj1dwP5mmBMCc9SacelRRTRzKHikSRD0ZGDD8xUvagCPvTJBkU4nk0wnimBEr7HqIHZdsucBsU6U/qaguGxIG7imBpwDis28lU6mXY/JBHk/Wr4mEdsZSeNu6ubuZS4YZ5Y7nP8hQgI7dWvNRTPV5AT+ddvXLaVCEvbcN95yW/ACupqZAFFFFSBXu+Ywo7mqyoatzAMV9qjAAxVp6ANQEEGpc1FLMsSkmnA5APrSAfk0uaaDSigBaWiigAoopcUrgJRRRTAicl5Qo6Lyfr2rG8Rw77eFZAzWoctMqjOcD5c/7O7BNV9d8ceG/DDP/AGrq9vFJ18kNvkz6bRkj8cV5pr37Q+mBJItH0ie5J4Ety4jX67Rk0XHc5d9KTXPGF7DCcwyTOSV/uD0r0PwzpUeo+FY4HQGUL5bkj7wxtI+nFeDWXj3WdNu5bmyNvDJJnLeUGIz9a7fwr8am0PS54NT05rq8+YxTQlUBJ/vj2PpSjZGkproVNU8I3umF52tJZdPLyR+ZGuSArEBvwxVfTtavNPZQXW5jUYQE+nQ/Xiujm+OIls7ex0nw4XnRRHH58u/PHJIUck11GkzeFLrR4LjxNNottq0+Wlt7JhIEGflHybucYz70W7Aqi6lvRfE1nrclogixcTkh02fcwMk89vermjaCkczTWzNH+9YuAcqVB+QY/WrOlWvhi1uvO0ctLPIu1Vjic5+mQAM10+n6c1larG3JLF35zyarfcHJJaE1ojqMOo/4DV1cL9DQqgLSOB1oMhszAoajj+6R6jNMkfPFJG2FHtxTsBbj+7T1FMjGFGakLKilmYBQMkk8CpASTaqFmIVQMkk8AVxdpr8cniwTI3+jN+4B9R2P51H4o8Qm7RrOzbEB4d/+ent9K5aMlCDnpXPOrrZHZToe63Lqe0ClrM0W/Go6ZDcZ+cja/wDvDrWlWxyNWdhaKKKBBRRRQBXuJBBbSynoiFvyFcLptzdWvzQXMignJQncpJ9j/Sus1+XydEujnBZdn5nH9a5C1+6K560mmrHXh4JxbZ01rrkbYW6j8tv768r/AIiteN0kUPGysp7qc1xp6ZFSwTyW/wA0Tsh/2TRCu/tBPDreJ1retVblv3RHrxWSuvXEajzESUf98n/D9Kytd8VRx6XcqttKJnQomGBAZuAc/jW8akX1MHSmuh0Wk3b3enxzyJtZi2MdCASAfxAB/GvLvjH4kuLXwpq+kEXbSTXkKeY8IWMQsu8bGA55Uqc859iK9T0yRX021wu0iJQR6HFVfEdno+raS+k60Y2t7wiNYi2HZs8bB13D2q2ZnxHRXZ+JV0ay0b+ztNdUuY9SuPOheAmURqxWImQ9sZ+UdzmuMqQOn+HlkNR+IWg2xGQ17Gx/4Cd39K+s/FPizSfCGlvf6rceWmcRxqMySt6Kvf69BXxhZ3lzYXSXVpPJBPHykkbFWXtwRRd313fSeZd3M1w4/ilkLH9aAPZ9a/aL1B3ZND0a3gQH5ZLxzIxH+6pAH5muRvfjX48vGIXWVtlP8MFvGuPxIJ/WvP0R5GCopZj0CjJrZ0rwrr+szywadpF3O8ePMxGQEz03E4A/GgDaj+LXjqIMF8SXR3ddyo35ZXiqF98QvGGpKVuvEepMh6qs5RT+C4FXz8L9fhx9un0qxJ6LPfxlj+CFjU8Pwn16Zh5H+lA94LW52/8AfbRBf1oA4l7u5mctJcTOx6lnJJrr9B8O+NplU6boU8iM3Dz2aHP/AAJxnH0NdxoHwYu2kQ6h4cm4PzG61lEQj1CxxFx+JFe1aL4P0LQGWSw09I59uDLJI0r/AE3OSaYHO/DnT/F9naTJ4kt7GyjUgwxWqIGf137c9OMd69A7U3HFOHSmBXY4Y1Gz84p7n5jUDc0wGyOCcGqk7bgrelLMxWTBNVZJwMZ6YqgJ9QvB9nhgQ8kZIqpBGG+eQ4ReTVUSNNLheSep9KmkZnUQx/cH3j60AWtMuPO12JzwDkKPwrrK4bT5DHqcDr0Dgf0ruaiW4BRRRUgRyDOKrSvsBPWk1K7Fjp01yU3+WM7c4zzWNLrdncQhknRc/wALnBFVFq9h8rauSTTGWTGeK04H3Iv0rAimWT50ZXHqDmtSwlypUnpVtaCNMUopqninVADqKTmloAUUua4+7+ImgQ317Z287XU9mP8ASXQbYIP9+ZsIPzJ7AE8V4r8SvjBN4hi/snQ5ZrezB/fXEbsnn/7IHB2+5xn0FID1nxd8YPDHhTzLdZ/7R1BePs1qwIU/7T9B+p9q8K8U/GPxX4lLwxXX9l2TceRZkqxH+0/3j+GB7V50TmkpASM7OxZmLMeSSck1HWtougar4iv1stJsJbudv4Y14UepPQD3Ne1eF/2e1CJc+J77L9fsdocAezSf4D8TQB4np2jzajdJEjBWY8KqtI5HqEUFj+VdvYfCDW9QRRFp+qB2/wCWk8CW8QHrl33Y/wCA19K6D4Z0jw5aiDStOgtF7mNMM31bqa2QO/enYDxnQv2e9KsZEn1PWb25mUhgLUCBQfryf5V6Za+Hf7PgEVlqV2ijvMwnb85MmtztRQAwKFXA69zgc0hGaeaaTTAQ1XlfAqR2AFUZ5frTSAiklIDY9KLeQvIQ3sarTK0yOgJUMpGQec1buLX+z7MXLyMwRR5hx+vFU3YC808cMDSyuFjUZZj2ri9Z1ufUiY4t0dsOi929z/hSajrJ1FxEmVtkPA/vn1NVjtK5xXDWrXfLE76FC3vS3MyRTtyetVJPlNacq5BGKoyJxiudM6rHT+B9S8u5kspG+WUbk/3h1/Su9rxm2uXsL2KeM4aNgw/CvXrO6jvbOK5iOUlUMK7KUrqx5+Jhyyv3LVFFFanMFFFFAHOeL5NmjqnPzzKD+p/pXOQEBQK6Dxjn7BbY6eeM/wDfJrmoj0rjr/Gehhl+7NEHIFOHTPeoozlRTz93rWaLaIJyAOKx7i3N5e2kI/iuFz9Bk/0FaszcGmaTF5niCyGOMyN+Sj/GtaSvJEz0gzsoIRFGqjjgUs8RwZ4YoWu0QrE8g+7nGRnqBwCQOuKsFcNilArtPOPlTxXYWGn2Pigarp5/4SAauqRTxcRojDeeBwAQDjvz7V5tX1lrHh221HxB4x025iDpq2kW9wmR0kj8xMj3BCH8a+TTUgFa2j6HqWvXyWel2M13cOcBY1zj6noBweTWTXsf7PWqtbeL7/TWfCXlpuC+rxkEf+OlqANv4aeAPEFve3tprM8ujiJEYiy8rz5OSBmVQ20Db0BB/r6zb+DtGgfzJYZryZuWkvLh5i/1ycH8RW+ABkim7QM47nPXNUAy0s7WzTZaW0Nun92GMIP0Aqw3PXmmrTmoASo+9SUwjnNABSigUUAVZjgmqwkG7GetT3Xy1lyS7GDdxzVIBL6XbMfYYrKmmUkgngdabe3yLMqNIvnSk7ELAE/Sn2sQd1LheOcUwJraNmXgbc/pUtwvlRbVGO1aEaYUYHA9K5zxDrdtpeUYiS4PIiB5/H0FJtJXY0m3ZGrp1s893GsQxtYMT6AV2Ncr4Gv31HQzcShRIZ3VtvTjGP511Paocrg1Z2FooopCMLxTJ5ehzf7ZVf1rzuQeYm0813PjSXZpkSf35f5CuHUZXNc1Z+8d2GXuGesc1tMZLeV4m/2GxW/o/iW4t7uKO9YPEx2tIRhh/jWZMgwaoiR47iN4/vqwK/UHiphUknozSdOMlqeyQzpIPlNTCoLfLQIXUK+BuA6A96sgV3M80B9a8y8T/GG08O+Krjw/Ho93f3CKFjNu335SM7NuM9wMjP0r0i5uIbS1muZ3EcMSGSRzwFUDJNfNPjnVoL7wifE8hP8Aa3iC7ZbYk821lESAi+mTjJ78ipYHA6xrl5eINO2pZ2Vs52WUPCK3Qs3d3/2jk/SufoopAFeqfDr4Q3/i1YtT1TfZaQTlTj97cD/YB6L/ALR/Crfwf+GH/CS3C6/rcWdJhfEMLf8ALy465/2B39Tx619NqioioihVUYCgYAFAGXoPh7SvDWnrYaTZRWtuuMhBy59WPVj7mtTNLijFMBKKKXFMBKKKQnFABn1prMewpSajkJA4NAEM0rqPu1QlmZj0q20bydXwKqzyIg8uP8Wq0BHCpkuY19WAroGUMpVgCCMEHvWRpce+6Lnoi/qa2qiW4Hm/iHSDpN8JIQfs0pyn+ye4qpC29a9D1TT49SsJbZ8ZYZU/3W7GvNlV7W4kglXa8bFWBrirQs7o9DD1eZWe5NIMe9VHUYJ71bdgwqrKSrGuc60Z1wvHHWu68Ban59nLYSN88R3p/unr+v8AOuHnY9hVjQdROmaxb3GcIG2uP9k8GtqMrSMMRDmgeyUU1SGUEHIPINOrtPLCiiigDmvGf/IMt/8AruP/AEFq5aFs811HjT/kEwf9dx/6C1ctbDKgVx1/jPQwvwGjFytSN0psQ+WnuODWaNJFKUfLmrnh6PdrkLY+5FIfzwKqS+laXhhc6rO39y3UfiWNbUV7xlWfuM6lvviih+MGlrsOA5nxA4sPE/h7UH4hnkl0yY+0yhkz/wADjA/4FXyL4l01tI8Tanp7IV+z3MkYB9Axx+mK+yPFOjNr3hu90+J9lw6B7eT+5MhDRt+DAV8yfFGBtQ1qDxHFD5Y1C0jluY+8U6kxyKfo6Efl60mB55XoXwVMo+KeleUpPyy7/ZfLbJrz2uk8DeIf+EW8ZaZq5yYoZcTAd42G1v0JpAfaZ6Uxqhn1CzttNbUZriOOyWPzTOzYXZjOc/SvAPE/7QOozyyxeHLGG2twcLc3K+ZIw9Qv3V+hzVAfRC+g5ps9xDboXnlSJB1aRgo/M18a6j8SPGWqs32rxFfbW6pFJ5a/kuBXPzX13dZ+0Xc8uevmSFs/maVwPtw+INFCb/7X0/YRkN9qjx/OsLVPib4M0lWNz4gtHZf4ICZW/Ja+Ns0maLgfTd5+0J4WglKW1jqdyP76oiA/99HNVh+0FplyCtpo0isBnN3dJEv6ZJr5+sdE1XU5Vi0/Tbu6duAsMLOT+Qr0zw18DtU1SKOXVY77Tw33kkSJMfjvLfmgoA77TPi5b65dCGU6JaAnA330m4/TMYB/OukutXtjaXFwkgkWFSz7QewzjkCucj+B3hDSrYyyre3sqjP7+fAz9FC5rQ1CNJNNmtYl2xRwNGig8AbcAVS2Glc87uNRuNVujeXB/eMeAOiDsBXRaTqupRgBbyXHbJ3fzrlrVf32z3rqLCLCiuOUmnozvjFNWZsT6rqMkJDXk3T+Ftv8q5S4/wBYSeSepPeujlXEZ57Vz1yuDms+Zt6mjilsj1H4Yk/8I7Pz/wAvLfyFdtXF/DeLb4YLEYL3DnPqMAV2ldcdkedU+JhRRRVEHI+Oji0tP+uh/lXGxnjFdT4/lIFlEP8Aab+QrkY3G3muSt8R6GH/AIY24bA61nBj5wI6g5q5ct8pqnbqZLlUHJJwKmO5rLY9nspPOtYpOPnQNx7irYqjZwGzgitmOTGirn14q6pr0GeUcb8VLpofAl1bq5Vr6eCzJH92SRQw/FdwrwX42alaXfjVdO04x/Y9KtktESP7qMMllH04H4V7b8ZY2b4fyXSZxaXltO2OuBIB/wCzV84ePNFl8P8AjTVLKRzIhlM0Up/5aRv8yn8j+dSwOVrQ0mwk1bWLLTos+ZczJEuO24gVn10/gGZLbx3oU0u8Il5Gx2KC3XjAPXmkB9j6ZpsGkaVa6baIEt7WJYo1HoBj/wCvVyvBfEfxf8ReFvEs63Hh+WOKdVeKK8ncZjHG5VwNucHPHWoB+0rPjnwtFn2vT/8AEU7gfQVV7m/s7Jc3d1Bbj1mkVP5mvmzxH8fNd1nT5LPTbKLS/M4aeKZnlA9FOBj64ryi6vLm8lMl1cSzyE5LSuWP60gPtc+MvDKyiM+INM3k4A+1J1/Oorzxx4WsU3XPiDTEH/Xwp/lmviTNLzQB9cXvxp8DWcyp/azT5OC0EDsF9+lMT4zeFbtWaw+23QT7zCERqv1LkV8k1v8AhfSYtf8AEFvpskdzI0+VjS2aNWZuvVyFA60wPrLRPG+ka6u6G4t4h2D3cRYn02hs1ti4SaMPEwZD0Iry3wt8IvCKWVtqM1tc3UjfOgmutwUg99gUHBHvXpo2RoqKMKoAUDsB0q0gElkIUgd+9UW64qw53ZJqsaYGrpKYikf1OP8AP51p1U09NlnH6n5j+NW6ze4CVxfjLTNjpqcK9cJLj9D/AE/Ku0qtd20d5aS28oykilTUSjzKxdObhJM8vjfctRzc9KW5gksb6W0l+9GxX6+9NJ3VwSVnZnrxd1dFCYnOaqE4Jq7cr6Vnn7xpRZUloeteEdT/ALS0KLc2ZYP3T/h0P5V0NeW+BdTNlrf2ZziK6Gz6MPu/1H416lXfTlzRueRWhyTaFoooqzI5jxscaVD/ANdx/wCgtXM2QJArpPGzZ0+2T1mz+Sn/ABrCsY8RiuSv8R6GG/hlofKMGh3yOtLIMLVOSXB5NZI1auOf3rc8MW5jNxMc5lCEZ/u4OK563jfULyK0hPzSHBI7DufyruLSBbe6nRBhFCIo9gtdVBdTlxErLlLMg+WhegofkU1DxXQcg7vXg3xKsdN03x/5V6Zo9J1eykS5cxny7aV2BEit0zvRCRwM5yeTXtU/9otewpAIUswpaaUnMhOeFUdB6lj+VeEfELQfEnjnXNRuLG4kvrHSkYyIAUgjcAny4RyZXx1OOWOBxSYHi00flTSRhlcKxUMvRsHqKgrTt9F1S7uza22nXctwH2GNIWLBvQjHBqU+Hdaj1B9PbSL77Yi7mg+zuXC5xnAGce/SkBBcavqV3ax2tzf3M1vEoRInlYooHQAZxWdVtbK6cTlbaUi3/wBdiM/u+cfN6c8c12PhzwR4xYnUbLTHtY1Qt513Co6cjargksccYGT2oAxbXwX4lvdOfUIdFvPsaLvMzx7FI9QWxu/DNbWh/DabVoUlbUgzt/ywsLSW8df95lAjH/fdfTGneENHjjiubu1+33rIpkuL8mZywHXD5Cn2AGK6RQFUKowoGAB0FOwHzhY/BC9lC4028Pfff3UVupHukYkb/wAeFdRpvwNSF9817Z2hb7y20DTEf8ClJH6V7NTaLAcRp3wq0OyTE11qt2M5KSX0kcZ/4AhArs7W1hsrWK2t02QxKFRck4A9zzUwpDTAo6iN1rIPUGuH25Vl9QRXdXvMLfSuL24mdfQmmNHl8SbdSdfQ11lgPlBrmpx5et3A9JCP1rpLE4QVxTWp6EC5MPkNc7eriukk5TFYF+menpWa3NG7o9a8DRCLwhYcYLBmPvljXSd657wUwbwhpxBz+7I/8eNdD3rtWx5kviYtFFFMk828dTFtaWPJxHCv5kk1zYY7eK2fFZabxDdjB4ZVH0CisZ4JEBPI/CuGq/ePVoK0EVrh+Ks+GovtXiCzi6gyrn6A5P8AKs65dgpLCtz4elJPE8RfqFYr9cf/AK6qlqya2kWer3S7Ssg+hoRs1PKgeJlPcVRgc7Bu6jiu5ao8wh17SItf8P6hpM/Ed3A0Rb+6SOD+Bwa+bPiTaXF/4b0TW54it9YBtH1MY5SaL7pP+8OQa+pEcMK4Hxz4VhuIr+8ELyWF/CItVhiXc67f9XcoO7p3H8S/TBTA+RasWsz2t1DcxnDxOrr9Qcj+VaGu6Hd+HdXksLoqxADxTRnKTRnlZEPdSOQax6QH11r3gzQ/inomkandvLC7QLLFcW2A21gCVOQQRn8ufWvE/EnwX8U6JNfy2lst/ptsplW5WRFZowMnKE5yAOQPwzXTfCX4r6boeh/2D4hmaKOF82k4UsNp5KNjpg9D7+1e76bqEWqWaXUAcIw6OMEflkH6gkUwPhgxuqB2RgrdCRwa3/C+kxarrFtYXdrfyfaXCRJbbVLE+7AgducHjNfZN3pWnX0UcV5YWtzHE26NJoVcIfUAjg/SpJ7OC4ePzoxIImDIpJwCCCDjpkEDFFgPFLT4EQSTxTS2qW6KuGhlv2mDn1JREI+gNdDdfDjQdA0e4v72LSba2tI2llaLTxIdoHrKzHPYe5rt/EHijRfDNqbnVtSt7VFBPlsQZJPZV6n8q+cPiH8WbzxpE+mW8H2LSg+4puy82D8pc9gOu0d6APPb+5F7ezXHlpH5rlgiKAFHYACtDwlrx8MeKLDWfI8/7LJv8vdt3cEdfxrDq7ZWr3t5Dbx53SMFGFLH8AOSfYUgPo/4P6vJJ4Ja41GZY1udUkS1DtjcXOdq+vzbq9JIzXlXw88MahJr9vcX6CDTNBgMFnZA5KXDj52cjgyYOWx0LAdVNet7Qe+PrWiYFWQYSqx5NXLnaCBuzVVBmUD/AGhTA6GIbYUHooqSkHAxS1kAUUUUAcH47sPLmg1FBw37uQ+/Y/ln8q5eJ89DXpniSCO48PXqyYwsRcE9iORXlNsWLjriuPERs7npYSd427E9xyCKzXX5jxWxJFlCfQZ6VmyKN9c6Z19BkEr280c6HDRuGBHqDmvb4JRLBHKOjqGH4jNeHuPlPFe1aaCNMtQeoiQH/vkV2Yd6M8/GLZl2iiiug4jl/GUZa2tX7CbH5j/61ZVooCitvxeyrpkJPXz1x+RrFtWBQVyVvjO6g/3ZJP8AcNYl5nGB1JrZm5B9Kx7wbWyPWs7GyZe8I5j8QhW53QPj8xXdFQLhyO4BrhtEYJ4hs36BtyH8VNd2T/pBH+yK66PwnFiPjBulRKcGpu1Qkc1sYCsA6MrdGBB+hqtp2m2mlJJFZxeUkkhlYbifmIA7+yirIpQKAFVVViwUAnqQOTSnG7cB82MZ74oo7ZoAqxWdpbPO8FrBE8775mjjCmRvVsdT7mrAySM801uTinp1oAVkV1KuoYHsRkU+jvQenNADaaelOprdKAAGg9KaDS5oAqXv+qNcfIMXb+/NddfH90a5WcfvwfaqQ0ea6qoTXbggdZD/ADrZsZBsH071j65lfEV4g6eZn8wDVq0m2IM1xT3O+GyNwyYWs25jLZwKs2xa4JwOKuS2arF05rJmqO1+Hlx53hWGPvBI8Z/PP9a62vOvhzdiG91DTm/iAmT+R/pXotdcHeKPOqq02FFFFWZnmPiJSfFV3/vL/wCgigQq0WCAam8SoY/FEx/vBW/TH9KWHBSvNrfGz16P8NGRd2ERQ/IBVDSG/srXba5U4VJAW+nf9K6G4QFTisOeL5yRTpOzHUSkrHsxPyEj0rOAJJGMetM0W6N1oVrNn5jEAT7jj+lXNoddwr04s8hqzsRhWTkcipklz14NNQ8YNKUBpsR5340+G9trtlILO0jlXLOlqX8sxOeS0L/wZPJQja3X5Tyfm/X/AAvqHh6YpeIBhtrDoyHsGU8jp16H1r7VXKnnpXMeJ/h54c8WkSavYh7kLsW4iYpIB2GR1A9DmpYHxfXbeHfin4t8MxJBZamZbVcAQXKCVQB0AJ+YD2BFdZ42+B2sabfGXwzbTahpxjBKvMhmVu4xgZHpjNeZ6h4b1vSpCl/pF9bMP+esDL/SkB6lbftHeIEixcaNpsj/AN5C6D8smsXxD8b/ABVr1v8AZYJYtKiPDGzBEjD03k5H4YrzIgg4PB96kVNynkbuML3NADpZZZ5WlmkeSRjlmdiST7k1BXcaL8Odc1FQ8mj60Q3K+TZDafq7soH1Ga6y0+Auuag8ZaJNIiB+c3d4tw7D2WNAB9C340Aeb6B4Z1fxJdNDpllJKE5llPyxxDuXc8KPrXsngHwMlpuOjyrcXbfJceICn7q3H8SWgP337eZ0Hb0PoOkfDmxsNPgs9Su5dSghA223lrBa5H8RhTAY+7FjXYKioioihUUYVVGAB6AVSQFPTtNttJ06GxsovLt4Vwozkk9SSepJPJJ6mpXqX7px1FMZl7iqQFGXl6LZd11EP9oUshG4460+wGb2P8TTewG7RRRWQCUUVl61qqaRp7ztgyH5Y1/vNQ3YaTbsjA8YaqP+QZA2WbBmI7Dsv9a521tQAOKhiMlzcNNKxZ3O4k9zWtGoC159afMz1qFP2cbFe4QGIg1h3Khelbt02Ac1z1yWmnEaAszHAA71lFXZtJ2Vy1oWlyaxq8MGD5SnfI3oo6/4V7CAFUAdBWF4Y0MaPp4DgfaJcNKfT0X8K3u1ejThyo8ivU55eQ6iiitDE5XxvkadbEHgXAyP+AmsawkzGOa3/GkXmaEXx/q5Vb+n9a5XTJflA71y1viO7D6wsacp4rNu13A1oSNlapTDg1j1N0tBNJkzqunjv5wBrv5Di7x6rXnml4XW7PPQTr/Ou/lf/TR+VdlDY4sR8RZqJhzUgOaRgTWxzjKUGkxSEY5oAf1pc+lNHSnUAM53U9RzQaaDgnmgCUUdqaDxS0AJ3prU49aaaAI+9LmkNJnAzTsBVvTlCPauXn/1o+ldJeMTG/5VzkgzKPrTA841zB8U3f8AvD/0EVbt0Rk5H51R1jnxBeODyJSPywKt27b1wOtcc92ehDRI2NO24bA+lacoBjxjtWbpybFA6561pvxEazZau2VvDM32TxpantNuiP4jj+VeuV4rBMbbxHp0wP3blOnucf1r2ntW9F3icmJVpC0UUVqc5wvjOHytVtLkDiSMofqD/wDXqjAfkFdH4ztTNonnqPmt3D/h0P8AOuXspMoOa4a8bTuenhpXp27E0y8VmTxcmtZ/mBxVGdflNZx3NZbHTeELrdoz2+fmilI/A8j+tdDCcZX8a53wnABpMrqPnaY5/ACtz94hDdq9OHwo8qp8bLZUE0AYpFbIBFOpkBRmikoAdmgqGBBGQeoPSkozilYDEvvCOiX87y3NhA+9dpQxrt+vTg+9Z+jfDvwzocs0tvpkcsspBL3OJiuP7u4cfhXV7qMigBoRQAFAAAwAB0pTS8UUwIicGmk06QZFMByKaAYx9qiZ8DBFWSwAqvIwPamgKkxGeBiptNGbzj+6aZImI2c8elTaWp8927BcUPYDWooorMCJ2VELsQFUZJPYV5lruqPrWqlkJ+zx/LEPb1/Gt/xlrflR/wBm27fvHGZSD0HYfjXK2UPINc9edvdR24Wl9tl60h2r0q25wvHpTU+VPSoZ5dqnNcTO9FHUJ9sZyf1rW8D6P9ouG1S4XKRnbCD3bufwrBtbSbWtYjs4c4Zss3ZV7mvWbO0isbSK2hXbHGoUCurD0/tM48XVsuRFmiiius88KKKKAMvXbf7Vot5EBk+WWH1HI/lXndi+Oe1eqSLvjZfUEV5VbJskeI8FGI/I4rnrrZnZhXujXByvWoJe9Pj4TFMk6GuY60UfNa3mWZB80Z3D6jmu1066N5YW12esiCQ/jya4mZevuCK6fwnKJdAsxnO1Nn5V14d7nJiVszqEOVBpScGooD8mPSpSMiug4wxTStCntT6AIQSDg04HNOIBpAMUAI3Smbvmpz1Bk7jTQFkHNOzUSnipAaQCmmmlpCaAIzTGOBTzUZ5NNAUL47LZz3rCA3SD25rZ1E7oio9RWVgRrIxP3VoA8p1CQvq9y+eszH9TV20OSBnFUdRjMN/Kp6hjmrdicsoriluejHY6axHyCrsn3Kq2IAUVZmOFNZs0Rz2oP5dzHJz8kitx7EGvcUbdGreoBrwjVCXlVB1ZsAfWvdohiFAeyj+Vb0NmcuL3RLRRRW5yFa6t0ubWWCQfJIpU/jXmlvG9rcS20vDxOUP4GvU+1cH4rtPserR3qjEdyuG9nH/1v5GsK8bxv2OrCTtLl7kS4K1TuVwDVqA70BqOSF5XCKMsxwB6muVHazf8Ibv7OlDAhTKSp9eOa6DHJFVLK2XT7OC3HIRcMfU9/wBavYBFelFWikeVOXNJtESfK+3selSkUxlOPcdKkQ7lpkiClpDxRQAZpaSjNABikwaUGloAbkik3040h5oAaSCKTAHFKVzSbSKAEJUDkVG0iKM4FLMp2Zqoys/fAqkgIriYynHYVb0kfNN+FU3TDYq7pZ/1w9CKJbAaVZetarFpGmyXL4LdI1/vN2q/JIkUbSSMFRRlmPQCvKPEeuPrmqYjJFrEdsa+vv8AjWM5cquaUqfPKxWSSW+upLiZi7uxZifWtmGJUQe9U7G3CqCRV5mxz6VwSd2erFW0Fkk2jFZN7cFsRpksTgAdzT726CggHmuj8KeHWUpqd8n7w8wxsPuj+8ff0op03Niq1VTjc1PCuhf2TZebMv8ApcwBk/2R2Wukopa9BJJWR5EpOTuwooopiCiiigBO1eYajGbbxBeR9hKSPx5/rXp9ef8Ai63MGvx3AHyzRg/iOKxrK8TowztOxFHz9KbIMHFLbndGPYUsi5Fch3rcozDpWl8P5/N0crn7k8i/+PGs644C8d6m+GzZtb5P7l3IP1rqw27ObE/Cd/Hwx96mqEetSA10s4RGGDkU4HIoPNMHynHagCTNJR2pp+tACNUB+9UxqA/epoCZelPBqNOlSUgFpD0paQ0ARtUbdCakaoz3pgZNwxOfrVG9j8qxOfvOcVq+UPMJYjrWVrMmZUjB4AzVAeZeIoTFfluzgEfhxUenn5lrW8UwYiik7hiPwNYlg2JBXHVVmd9J3SOws+UHrUtwcRmorMkxg029ciM/SsGbowZP32s2seR806D82Fe9gYFeC6epn8Q6eO7XMf8A6EK977V0UdjjxXxIWiiitjlErH1/Tv7S0maNR+9Ub4z/ALQ/zitiik1dWY4tp3R5tpr74ucg1uaRZma+ExX5Y+c+9VIdNaPxDeWicJv3j2U8/wBa6y1iSGMKgAUdKwpUne76HZVrK1l1FOCCDT1bHBpGQZoxjpXWcRLjNRnMbZ7HrSq3Y0/GRSAUEEUYqIZQ8dKlBzzSsAlFLxSE0AFGabzSbT60wH5FJxTMH1pduaAH8UhIFGMVBI/OAaAEncsNq9TVZ1KqRmp8Y5qNlJUsRgCqQFZVyc1c0v7sx/2qrIMQMe/rWFruuyaLo7rACJ7htqv/AHRjk/WlJ6Dim3ZGf458S7mbSbN/lB/fsD1P93/GuX06EuwY1lxlp5yWJJJya6awiCICa4akrnpUoKKsX4xsQCqt5dCNetSXMwijBz1q/wCG/Dp1aUX9+p+yqf3cZ/5aH1Pt/OsowcnZGk5qC5mL4Y8NtfyLqN+n7kHMUbD759T7fzr0PoKaAFAAGAOABTjXdCCirI8ypUdSV2LRRRVGYUUUUAFFFFABXK+NbQy6bDdKOYJOT/snj+eK6mqWpWovdNuLY/8ALSMqPr2/WpkrpoqEuWSZwFk/yDnirbjisuxcrlXBBU4I9DWpkFRXCepcz7oEdqk+Hi+Xc6zF/dvCfzANOu1zGPaoPBsvkeLtTtjwJ4o5198fKf6Vvh371jHEr3LnoueKXPFLgEU3Fdh544OO9KeeaZszQCRwaAHZFJ+NFFIBGNRgDNPNM4z70wHin96avWnUmAtIaUUhHvQAxqrtnJqdvrULZqgIfL5yegrn7477uRuwOBWzeXBjTaDyaxpfnZie9MEc14mg36axA5U5rj7RsSLXqsWnR6jMbSVQRLDIAD644P515TEpjuGjbhlYg/hXNWWp10H0OvsXPlCi/bMRHeoLBiYwMe1WbiLKkmuRnYkZnh2MSeLdKjbp9oBP6n+le6dq8Q8J4k8cafnnEhP/AI6a9v7V1UfhODE/GFFFFanOFFFFAGe1qE1OS54zJEqfkT/iKlj4OKWRszcdBxSjrmqWiC9xzUnFO601hjpQAjDHNKH9aUHIpdooAMg0DFJ5YPTijaR3oAdmjGaQGloANtBFLmikAmPal6UEgc1G0go3ASV+oHWo1jA5NJuJPyjrTwhP3jxVAJ14HQVBO5PyKKmdsDatNiiH3zTQFedfKtQvc1xvjWHfpMLgcrKB+YNdfevucKOgrA8Txb9BkP8AdZW/Wpn8DLp/GjgrK2wwPNbaP5aDnis+1O361r6dpk2tXQgi+SJeZZMfdH+NefZt2R6l1FXZa0bRW168WSQMtlEfnb++f7o/rXokcaRRrHGoVFGAoGABUNnZw2FrHbwJtjjGAP6n3q0Oa64QUVY82rUdR36DqKKKsyCiiigAooooAKKKKACiiigDzfWLf7Hr91HjCyN5q/Ruf55p8bfKPetXxpb4e0vAOQTG38x/WsWElk61xVFabPSoy5oIdOoMTeuKyLKX7H4z0qfoswe3Y/X5h+ua2HIK4rn9Z3QxxXS8NbTJOP8AgJ5/QmnSdpodRXg0etqeKWq0M6yW0coPDqGH4ipBMOh4rvseYS01sU3eDTSPeiwD85oH0popRwaAA4qPjPWnkE03aaYDlqSo1yKdmkA7NNLCgnjFJigBuc54qGdxGhY1OxAFZWpTfJtz1poDPnlMrk/lTY4i5yafDCX5NWHxDCTTAbpP/IwRjPCxsB+VeaeJbL+z/GV/Dt2q0xdR7NyP516BZTeVqkM3YSqCfrx/Wuf+J1l5Ov2N8owJotjH3U/4EflWNZaG1F2kZ+nj5cVoXC/uT9KoaaNy1fuT+6PHauFnpFDwGhfxxb5GdqSN9OK9nryH4cR7/GM7nP7uBsfiRXr1ddP4TzcR8YtFFFaGIUhOAT6UtQ3DYiI9aEBXT5mLHqalxxUMZqcdKtghVNKRkU0jmlBpANII6UoY96fSFc0AGTRk0gOOtOoATmjtS0UAJzRupabgUAB5703ap7UHjpSYJoAcABQTgUdBUZG489KAEGCfWnyEJETTlUKKq3L7vlFPcCk+Xck1Q1yPdotyCM/uzWntCmqOsqz6ZOqgljGQB6mnLZlR+JHB6bYXGo3qWtumZGPJ7KPU+1ep6TpcOl2K20XOOWc9Wb1qp4d0SPRrIBlBupADK/v6D2Fbgrnpw5dXua163O7LYWiiitDAKKKKACiiigAooooAKKKKACiiigDG8RWv2rQ7lQMsg8xfqOf8a4m2b5Rz2r0p0V0ZGGVIwR7V5w0Jt5WjPLRuUP4GueutmdmFlo0TOMDNZ+oWyzQPG33XUqfoa0c7l96rzAeWc1h5nWkdF4SvlvdCgikx58C+U4914zW4Yga4vwysa6jLEXKvJ8wweuK7RQy8Mdw9a9GEuaKZ5dSPLJoYYcUBD61MD60hXPSquZjAMCjmggik3EdRQFxd3FKGFM304MtAXHZ5pe1NDLSbxQO4/NIWwKYXFRvMqjrRYVxJZABWVdDzJ0GKsySZ+Y9O1U5JucjrTAmyEUAYFVbgGTAzxSbncnrThA7YzxTAz7wiGEbeocNx7c1P8Srb7T4dtrtRkwTK2fZhj+eKj1FAHROpNa+t2p1HwHNHjc/2UOPqoB/pWdTU0g7NM8/0o/IMVfuyBESelZ+kkMiHsVFXr4/uTmvPZ6qLHwwizreqTf3Ywn/j3/1q9Srzr4WLldXk9ZkH6GvRa7IfCjzKzvNhRRRVGQVWl+ZWJ9Ks1VlYKfLyNxGQM8kU0BHEOKlpIwAop+3NUwCm04KaCD6UgCgNSCgigB2QaMUzFGT3oAfikwaAaM0AGDS8UmRRQAvFIaT8aD0oAMZowBSZNNOe9ABI+BxVdh8pNSkZNNfGKpAViMtgVFcBd6hhkZGR+NWVGZM1VuTmRsVQG/RUUDiSCNwchlBqWsQCiiigAooooAKKKKACiiigAooooAKKKKAGgcCuF1iIWuuTqRhJQJV/Hr+oNd3XMeLbQPbQ3YHzRtsbHof/AK/86zqK8TahK0/UwCw24HSoJmBTP6VKFxH16daY0O4ZrjZ6cbGPfNJCFmRnR43DBkbBBHvXoGk6pJcQxCdTl1BVz3+vvXHzxpIhWRSV6GrkWoX9tpf2W2S3mAH7tpg2R9cEZrooVVFWkc2IoudnE7o5xnBpQayvD+py31kq3Kql0g+dVOR9R7Vs4HpXUmmcEouLsxnBphGKl2ik2A07iIGx3FNwGOAasGL3NN8ojpincRF5ZHfNG3aMk1IQyj7pNVpfNc7QrAUCI3kJJAxULMfWpPs8mMBDR9jc8cDimBQlZpG2rzUkdkcAtV+KzEY7E9c08rj8KdxlXykiQnHNR7gELYp7q8jbRgDOOtV77csYQOAD1pAZUz+fdM56KCfyFddZwiXQ4IWGA9uFI+q1y6QKkE74zhMZPua6vS/M/sy38z72wfl2/SpkV0PKNMiMUjRf88yV/I4qbV22WzMT2xU9syHUr8gBQJ3/AA5NZ+suGjbngVwS3PWhqrnRfCh91pqg7+ahz+Br0avMvhUr+ZqhB/djYD9ef6V6bXVH4UeZV+NhRRRVGYV534vurp/EEXl70t4I8LNG2CHzyPbtXfuSEYggHBwTXmd9JNJctJHM5Ysd2MN+DKfvD3HNb4de9cyq7WLdt4j1e3XInguUB4WYc4/3hz+ea0YvH9nEQNSs57X1dP3ifpz+lcvNLboPmitQ+MkktGevpVIyWkshR4V28/MLmul06cuhkpTieoad4j0XVVLWWpW0pHVd4DD6g8itbhhkcj1FeKXItmgFrAkUaLJvwuGye5JPU/yq7avcQxbLO8urbC4XZMePTg8Vl9WvqmX7dLc9eGKMD0rySLxB4ltwAurs5HB86NWzUsfj7xJbkB4rG5HPVCmfyNS8LU6DVeB6sVHpTdorzaP4pXcKsbvQ1JXvFcYz9Nwq/Y/FTR7qFpZLK/iVCA7CMOF+uDn9Kh0ai3RaqRfU7nbRtrm4fiB4XmiWT+1Y41Y7R5qOnPpyK1YNf0i5/wBTqlm/sJ1z/Oo5ZLoVdF7YaTa3vQk0Un+rkRvowNSjn3pDIdpp3apMUlFwI6YzegqfFRnrQBGAx7GmspPQVNSHHXp9adwIfLI5JqnIgDH60681aws1Jnu4lAGSA2T+Q5rm7jxlYyGRbOOSYr/E42r/AI1WqV2C1fKtzrdJZm02LeMEFh+RNaFZuh3LXmi2dw4AaSIMQo45rSNZA9xaKKKACiiigAooooAKKKKACs+71nS9OnhhvtStLWac4ijnnVGkP+yCefwr5Q/4Xb8Q/wDoYf8AySt//jdUl+LHjZdQuL8a0PtVxEsMkptICSiliFHycDLt09aAPsDUb630rTbrULl9lvbRNNK3oqjJ/QVR0zUdSuIHn1PTVsE2eaiJOZnC4yQ4CABvZS319flC++LnjnUrCaxu9b8y2mTZIn2SBdy+mQgNMtfit4ysriee11SGGa4cvO8dhbqZWJzliI/mPXr60AfVmn+IheWN7qM+n39paQTFIfNtpPNnjCr84i27xliwAxkhc98DI1fxBPceFYZ30iW3ur+WRIre5fyvKRN7ebKxH7seXHuIwSMheTXzdbfF/wAd2jXDQa6VNxL5spNrAdzYAzynHCjgcVWk+J/jKbSJtKfWmNlOrrJGIIgWDks3zBc8knv3oauNOzue8yXlysdjFBDb3V7dzPCiQ3B8pSgLOWcqCqqBk5XPIwDkVNPdz28NtGkENxfXU/2aKGCfKGQKWbLsAQAgLElc46A5Gfniz+IPiiwtra3ttT2R23mGP/R4mYFwQ5LFcsTk8kk/kKZH478SRBgNS3BppJm8yCN8vJH5bk5U8FPlx0A6CsXSVzoWIkj6HvWvraGxj+xwTX17OYIo4rg+VuCs7EuyghQqsSdvbgGp7ZZltleX7OW3MjfZ5TIgYdRkqp7jqBXzxF8R/FVvHHHb6hDBHESY0hsoEVMgg7QqADIJHHqfWm2nxF8WWNlHaQauwhjLMoaGNzlmLElmUkkk5yTSdHQpYl31PpD7TLC4Kuy8YJU4P51M13q4jL2esyg4yFnRJF/kD+tfNrfEzxe/3tXz/wBu0X/xFIPiT4uClRq5weo+zxf/ABNChNbMHWpvdHpUnxy8SaTql1YX+nadeeQ5Xem6LI/Amtuy/aF0t9ov9CvIT3aGVZB+Rwa+ervUry+uZLm5m3yyHLNtAyfoBUHnyf3v0Fbpu2pyytfQ+sLL41+CLwhX1Ga1J/5+bdlA/EZrpbPxn4Z1FA1pr2myA9B9oVT+TEGvirz5P736CmmRj1x+Qp3Efd0csVwu6GRJVPeNgw/Sgxtn7r/ka+Fo7y5hOY55EP8AssRVj+29VAx/ad5j/rs3+NO4tT7e8tvvOCo96jM9umWaWJR/tOBXw/JqF7MSZLud8/3pCakVnZQS7nI/vGncD7XfVNNgX97qFmh/27hB/M1Uk1rS8Z/tOwAJ4/0qP/4qvjP65P1pCQwwVGKLgfYT+ItEtULS61pq4z/y9x/41yWq/FLwfYuxfVftcg/5Z2kZf9eBXzQUQ/8A6qTaB60cwHrniH42XN1aTWuh6f8AZRJj/SJ2DyAeyjgfjXufg2+efwFo15cOZJPsEbysSSSwTnJPfINfGccTSyLFEpLyEKoHJJPAFfXGt3f9laFp3h+FiZjbojnGCI1AH4ZIx+BqJS6lxi5OyOdtFdoZpz1nkMmT7nNUNXAa03cgA81tyEJCOBwOlY+rDzLbaMCuN7nrR2sdR8KoNmkX0/H7ycL09B/9evQRXAfC+YHTtQt/+ec4b8x/9au/FdUdkeXV+NhRRRVGZR1Sb7Pp08ncLj8+K82vJIUnZ2DAnr6V3Him4EOnom7Bkf8APAzXCMI5SVfHPr3rtwy0uc1Z62I/knAQTvjoQxqu+lhssgBPqMVN9laNyV5HZT/jUSShDsYDjrmupeRh6jEjeDP7oEdyOtWY3hcYL7CR0YYqJ+FUg5BHSmSMjKFYcY9elMRPLbnAO0MvqMVQe2LBtvqTU5EsRzG5KY6ZxxUhutqESYO7jkYPrVITMsyJFHIJovMTjvyDSWUSC3nuolCuHxHgfK4HUEHtUsxSKOQMAQx/iGQKu+HSsWkvs3ZkLOdybhweeM89KJOw4nPalHF9ss4UtvkG+bypcNgH5ccdsrxVmHTkupMtapEg6kDAp0TGTxZdDcIxDGkWV4wdqMf1Y1rlDlkBJ+tRC1rjne9jOTR4o2YwylMfxA45q8kGoKiiHU7tMDoLhv8AGpjCBHknn0FIPMLE8bcU2kwTYJd6vAw2azfnnvKW/nViHXPEzzhItVmCDqzojf0qCN3ILFOg/HFTQPtAOwoDwOah049hqcu5qTeJtZgwGvU+boTEM1j6r4w8QtKq6fqsYkK/NB5Sb89iM9c+lS3aJcxAgcisB7dlLLuDRk5wfy/lUeyi9Ui1UezZ058QahLah3vZQQAHLHZg45PaoXuo50D+e06Ecszk1gx79zBWcqeqkbhncOx7Bc1qRSGNNsMURTvix6/h60uVRKu5FHVbow2T/ZAZCxBURruJHoAOaihknjRhcReVJKgZUb74Ge/ofb2rQd790CpHJBF1beVhUf8AfPzVhz3ER1WOKI/M4KkgEKSAOmee9Y1namzfDRvViezeE8jwtpu7qYFP51uVjeGCv/COWAUsdsIU7uuRwa2a41saz+Ji0UUUyQooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAq0jfIv0qrVhc7B9KaAdupNxNAFO4pgJRS5FIelAGr4Xha58W6PCoyXvoRj/gYr6RvpDf+K9RnYnEUnkIPQIMH9cn8a8I+FUfnfE3QFwCBcEkH2VjmvcGkK6hqsrdTdy9P941jU2OjDK8mLcnKt3xWbd8xkdeKtLMJCRVe8+5xXM9T0LWNv4YybLzVIOMkI/8x/WvSq8o+Hb+V4puFz/rbc8fQg16tXVD4UeZXVpsWiiirMjjvG24SWbZO0B+PyrkTt88q52kdB613Hi6GWe0thDHvYMSeQOMe9cdJpd5Jw0Ofqw/xrvoSXIrnLVT5iLzHhK4G9D1Vv6UnmW1yMbtrk9HqcafqKrtEOQvYsv+NI2j3LqqvbMvurr/AI1tzR7mXK+xVuLV42JVcjsRj0qq4JJ38celaY0zUoGCRplT0UuCP1NNuNOvJosGAB+mQw/xqlOPcTi+xnb23EDDAgdPWgy5QBsFevzD2q1/ZF7uyLc9P76/41Xn0jUHQr5B4x/Gv+NPmj3Fyy7DgscllJhM7s8EZxxUmi25fTGVgxKNIFycEcdRRFpupJEBGChPYlSOn1q7o9hdxrcgw7QWOcMMAnPQZ+lRKS7lRi+xyJjlbXdVeIZK3cgPHYJCP61t7HU9SOAelOsdIv4vE+ok237qSYuDvXusfbPsa07/AE25WUskJyR/eHH60QmkkrjnFt3KLSEQth84PGO1IPNCJh8k9eKeNL1ARENEdnUfMuev1qZNPvVTd5TEjtuX/Gr5o9yOWXYYiuzj5RjGORUgY5VSoIx/CanjtLnyQPIbGeTvGf51aj0vzNqiF1I6jcMfzqHKPcpRZmSvGkYGD+eaoTLGQCQc4J5rpG0PeACjADoMj/Go30BWHMR49x/jSU4rqPlkc6IVOCqgKB1AqUTmGIoJCD/eJrZ/4Rdyf3QOT2YjA/Wq58J3ckm5ipH+9Q5xfUOWXYy1hFxhPPJJ5b6elWbbS4Z9RjtL1CtnOwaO5QjfBKBj8VIx+VaK+Fp4P4z9ARVqy0G7l1G3t5MLEX3ltwJwOTWVRwlFps0p80ZJo7bStOGmadFaeaZBHn5yME85rQpAMAAdqWuA6m23di0UUUAFFFFABRRRQAUUUUAf/9k=", "path": "003080.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003081
Men Tshirts
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", "path": "003081.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003082
Men Tshirts
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", "path": "003082.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003083
Men Tshirts
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Q/TuPcV86sAfu8eoohkmt5llhd45FPysjFSPoRWNSipI3p1nB3Pr9EGelKVGK+b7D4m+LrKJUGrPKo4AnRX/UjNWJ/it4umXaNQSL3jgUGsPqku50rGQXQ+iBiMbiQFHJJOBXPa38Q/DehArNfrcTgf6m2/eN+JHA/OvnnUPEut6sD9v1W7nU9VeQ7fyHFZmDjjgVpDCJfEzKpjG/hR6D4p+LOr60r2unr/Z1oeD5bZlce7dvwrgAxfLEk+pNRkqvfc3oKCrNjdwv90V1RioqyRySk5O7Y8tuHHC0celIAAMUo61ZI4HFOzmm0tNCHCim5o3U7isOyeld54Q+KGq+Gyttdlr6wH8Dt86D/ZY/yNcDuxSFqUkpKzHFtO6Pr7Rtd0/xBpkd9p1ws0TDnB5U+hHY1dWUxvx0718oeFfFepeE9VW9sZCYyQJoCfllX0Pv6GvpnRdatPEOj2+p2T7oZlzjup7qfcGuOpT5fQ7KdTmR0akMAQcg06qdpNj92T9KuVgaBRRRQB8TxvNZD5cjNObV52G0ufzrrLvQxcaeJokycVgaPoUmp+JbLTETLTzqhz6Z5/TNZQlzFONj3r4WaK2k+EIbudcXV/8Av2yOQv8ACPy5/GqHxi8TSaP4WWwtpClxqDGNiOojAy358D8a9AVUgiSKMbY41CKB2AGBXz/8ab8XXi23tAc/ZrUZ9i5J/kBW6RLPOo5l6E4qbG4cVQmjOMg8jpS210Q2xjzQIuMhpo96lB3AUbeaAGClHSgj0pOelIBaDzSDilzQA3HFKBQevSloAMUwxDkgYPtUnYGk+tAEQEi/dcH2NBaTGCgP41IQKbigBgZ/+eQP40AyngIq/jUlOAoArmM9yWNKMgYqcgVEwwaAGkkCnA8UhOaMcUALR2pKQnNAE9tdT2dzHcWs0kM8ZykkbbWU+xr1x/FsGveCYNfvmC39jILS+ZF+/nlHx7/zzXjg5rRsdSaz03VLTAaK9gVGB7Mrhg316/nQwO9g8eaMkA3ySZz0CHNEnj7Tgy+TDM+SMEjFeWNV2Lgx/UVLdhrU+3B0FLSDoKWmAUUUUAFRTSrDE8jkBUUsSewFSGuC+L2sNpXw+vFjYrLeMtspBwRu5P6A04q7sKTsrniXj7x7e+K9VniindNJjcrDCpwJAP429Sf0ri8+lIeOlJmu5JLRHG3d3Y6gHikzRTEGeaKUUdaAGFSTnmnjzF/hDU9RgU49KaQrkQY/88T+dAY5/wBWaf0pMcUWATdIRjaF+tIEJ+8xP0p4FO7UWC41VC8AAUtLR3qhDQMmgCl4opALnFFFJ2pgFIaXmlC0ANwTTgtOAwKhnn2KeeaHZK7DfRD3ZQK9H+DfieSw8QPosrk2t6CUBP3ZQO31GfyFeVJvlbJrW0K6/s7XtPvM48m4jckegYZ/SspPnRpH3WfXaPtZSOxyK1lOQDWDDIGjDA5B6Gtm0ffAPUcGuKR2E9FFFID58sdO1fRbf7Pq1hLGBxvA3KfxFaXgjSLO58aG/iIP2WFnAH95vlH8zWlaeNb6Ndk+y4TuGHNdH4clsb37Vf2tkls7lY5CoALY5/rXLSactDecWlqbkjhV59K+U/GOqHWPF+p327cjzlYz/sr8o/lX1DqGfscrAkbUZsj2Br5DJDsW65JP612HOGcqQaqzx8bl6irNNbkYpAFncbxtY8ir4xWIxMEwYdDWrFJvQEd6YEppKAaQkZoAKTvSk5oFIBccU3PNLmkNABmjNITik560AG6jNJRmgBc0ZpM0UAOznvSEZFIKeOlAERGKUdKey96jPvQAhPNNNDUhoAWtnwzax3+uR2kqgpJBP17ERMQfzFY3tW74Thln1yQxcNFY3MmfTETf40Ac8xOwE1ctySsf1H86qEjYB7VchGFj+oqJDR9ujoKWkHQUtUAUUUUAFeUfHwgeCrIkZP29MH0+Vq9XryP49iR/CtoAP3aXCu316D+dVD4kTP4WfPR60UE0neu05BQcU4UzvThQIKcooAyafiqSE2IKN2aQ0lAC5ozSGigB2QOKM03NKKYDgaKQcUUCHdaTtS0daYAKMUg4pcigBaXpTaTOKAElkCKTms7LTyEnpT7uUl9i06JQi1jJ80rGsVyq5KgCijJNA6UYqiT6l8F6qNY8J6bdkgu8Kq+P7y/Kf1Fddp7/ADOn4ivK/g+zN4KjG7IS4lXHpyD/AFr0yyfbdL78VyTVmzri7o2KKKKzKPlcX7D+LFew+APm8JQSnrJLI364/pXhTpNGoZ42APOccV774Jh8jwXpSnq0G8/8CJP9axpQtK5rOd0HjS8aw8HaxcKcMtq+36kY/rXyrIpU7k645HrX0h8Wrz7L4AvF7zyRwj8Wyf0FfOLjdmtzEYsgce/cUuKjMbbsqfm9+9SRuG4xyOo9KAIZ490Z55HIp1i/7rb3BqRhkVWh/dXZXs3SgDSDcUlNBJp2aAFBpeTSCnZBFACUmKUUZGaAG5oPSikPSgBM0meaM0A+1ACil4pvelBoAcBS0mKXmgAB45prqKXNBoAiNNJzT2GTSbT60ANHWvSPhdp8T2HiTVphmOGze3X8VLN+gFecEba9s+G2lGX4V6jgENeC5YH2C7R/I0MaPD2PyA+1W7YkpGfcfzqqwAXBI/OrVt9xPqP51MgR9vjoKWkHQUtMAooooASuF+J2mjV/DF7Zr/rvs7SRj3Uhh/Ku67VzuuW5l1SNj9z7MUI+rihOzuJq+h8gBgyg0lWL23+yajd2uMeTO6Y+jEVBtOa7kcmwU4DNNxipBiqRLHgAUmTSUtUISgdKWkPBpAIaSjNFIYuaUUwGnChMQtLnNJS9qoBee9BzRnil9M0CEzxTaceabxQMUHimu+1CaM1Xu32xfXipk7IcVdlaJTJIXNWsdqZAm1R61NwKzitC5PUTOBTAxkbA4X1ppzJ0+73NPRSPpT3A9v8AgnebtH1Ky7RTq6/8CXn9RXrMJ2TRn0YV4d8E7oJrepWp/wCWlusg+qtj+te3A8g1hVXvG9N+6b4paRTkA0tYmh8zJEXtlP8As17ZpkYg0ixi/u26D/x0V87DxUYrgWR0+TcPlDBgc+9fR8AJs4eORGvH4CmgPNfjZKR4asIQf9ZeZP4If8a8JKOD617V8b5cWOjQ9zLI/wCSgf1rx3Ix1oEQFcAHvQ8YfDLw4HX19jUh4pOhoAhVs5B4I6g1XuAVdJB2NW5ELDePvD9RVaUh4j70AWVbIFPBOKrwtuiQ+1TqaAHD3prNzgUO2BUY+960ATqcUE9eKaDml60ALnikPNFIaAEPFJ0FKTmm55oAXvTxTcZ5pQaAH0lOHIpDQAmeKRulJSM3agBKWmmkyaAEcnacDJ7Cvqzwjov9jeC7Gwf5WW0Af2JUk/qTXyoHCSxuRkKwcj1xzX13b3R1HRknhYFZ7YPGfZkyP50DPj+ZEjnkCjgOQD681atGJRfZh/Oq0ykSyKeSrEH86s2g+Rf97+tQ9gR9wj7opaQfdH0paoAooooAKzNRjDvjjlMZrTrI1B3W+6ZTywfxyaFuB8u/EbTW0vx7qKFdq3DC4T/gQ5/UGuYHNejfG24jm8XWKqB5sdoBJj3YkfpXnGe1dsH7pyTWotKOtNzmlzg1ZBJSUmaUGmIXNIadimtTYDTSUtIeKkoMU4Cm0uTQJjqAaQUUxDu2KYWweTTs1G9DYIkzx1pCaYjdqeelFx2sJuzVOc+ZKqfjVljVdMGdm9OKznroXHuTCgKZe+EHX3oVfMJA4A6mpe2BwB2qrEtjSMtgcAU05BwM1KAKcBTsK52vwkmaDx3Ch482CVD+Wf6V9CZHFfOPw2kEfxA0zP8AGzp+aGvoxOTn0rnrfEdFF+6dDCcxIf8AZFSVBaNutYz/ALNT1zmx8keINITS9UurWMhzE5VWH8XpX0TpUzNDscESR4RgfUAV892pbU9csIXy7zXUSHnrlx/SvouYCHUPMAwJhg/UdP0rorKzsZ03eNzxT44Xqy+ItOsk/wCXe1Lt9Xb/AAWvMB711vxSv0u/iFqZB4gKW4/4Coz+pNcX54+tYFlkrkVE3Wo/tAFMafPagCfd0qtcjYwcfdbr9acr96eQsqFG70AV7Y/IRnoTVkNVWAFGkVhyDU+fSgBTyeaUZ7UlKPagBw96eKYTihTk0ASGmGnUwnmgA70lG4ZpQM0AOHXFLxTRTxQAtBFHalJ4oAYajbrS5IpM5oAAaTNBppzQAjH5vwr6F+DHiD+0/CZ0yV83GnP5YBPJiblfy5FfPJ6mu8+D2rf2d4/trdn2xXyNbtnoW+8v6j9aBnF6sGj1u/jYBWW5kBA7fMaWzbKgejCp/E6p/wAJbrHl/cF5Lj/vo1Xsh/6EKh7AfcY+6KWkH3R9KWqAKKKKACsrUnRJNzkKoTLMegAzzWpXnfxi1Z9I8EXbRPtluQtshBwfmPzf+Og04q7sJuyufO/i7XG8ReKNQ1LP7uSTbCPSNeF/T+dZINR/yp2a7Focr1Hg0ZyaQUtUSPHSnDpUYPFPQ00Jju1NNO70lMQ08U0804803BpMYUuc03OKUUhjhSikHSkJwKYgNNJyKN2aCaQxnepN3FMozSGDHiq0R9OrGpnOEP0plrHx5jfQVL1ZS0RbUKg2j/8AXSHrTGemhwDzV3IsWAMnNKeKjEox1o8wVV0KzNzwheLY+MtHuWOFS7QMfYnH9a+opdsURx2718iRy7GVwcFSGGPY5r6t+0Lf6XbPG3F1GhUj0YA1z1ujN6L3R0Gj3AudOjcdAcVoVQ01EjtzHGAqrgADtxj+lX65jc8Xt9N0OXxJo82nRD7T9tRsDjCgEk/pXpk1qbiNMHDqwYH8a8h8O6xBpOu215dRu0Y3JlBkruGN2K9a/tezfRptSinR4I4WlLqeBhSf6VFKba1eprOm0udLQ+SvEkzX3iTVbhjkyXkzf+PmsVomHrV1pTLI0hOS7Fj+Jz/WkwCMVoYmcVYZ9aUZ4zV1oQRnFRNGPSgZGCKkDhTknpTGXAzmq8j4FAE0Uxlmkb24qYCqdnzI30q7nFAgNKKbTh0oAKegNNAqQCgAPSoz1qQ9KYaAGY5p6imgcmpFFAABS5paTFADhS0lHagCJqSlcU3FADieKYTTqY3AyKAGHqams7qayvYbu3fbNBIskbejA5H8qhXkZpNwXNAHTePLOwi1qDUtLf8A0XVbdb0R7smJmzvX/voGsSy6f8CFSjF3pCBxiS3k2qfVG5/mP1p1pb4HX+IVFtC5pRa8z7bHQUtIOgpaokKKKKACvn34/a4JtUsNDjbIgT7TN7M2Qo/LJ/GvoE9K+SPijqA1D4k63IDlY5RCP+AKB/PNaUl7xnUehx4p6mmgULzxXSjAkHWnHrTRxRVEjqevSoxUi00JjqaetL0pCOKYhOtIacKTGKQyM0vagigelIY9elDUgp3amIiFKaUjBptIY2g0d6KQxkpxG2fSnrIrxKRxjtUVx/qWqvC2OKhysy0rotk1Gx9qUEmnbMmjcWxECTSjcanWEVKqADpTUGJyRFEh4NfT3w8Z9Q8G6HcuPljtBHn1IJX+Qr5n6V9H/Bu5Fx8O7dM8wXEsRH/Atw/nSqq0S6T949EsiNrDHerlZdnfWz3stmkyNOih2QHJAzjJrTFch0tNbngl5psMNs8qg5Tkelc1q+q3WnaNfLb3DxLPEYnVWwGDcYNdnrbeXpMx7EgE+nNeY+LmaWxgjjYDMhz+Arnkv3isfT5e0srqykr7/ockrgfSrCkE1n7JYjhgamSUiuk+WLuwHpUTp1warTXTqMIM1Ta6lJPJFAFiZ9tU2YsfakZixyTmkpDLFn/rW/3atnNVbP8A1rf7tXDTEIBS0g6U9etADk5qUDIpEFSc4oAiao2qRjzUbdKAEAqQCmoKeKACilwaTFACilxSgUUAQuDTMVM4xTMUANIPtUbHAqY1DIpbgUAIOvFOSEM2T2pypgVKi4HvTAki6OuDyB+hq5aqQP8AgVU4HAuFQnG/5f8ACtCFSDj/AGqXQTep9nD7opaQdBS0igooooAhnlWGF5XOFRSx+gGa+LNXmOoareXufmnneU/ixNfWXxB1P+yPAes3YbDi2aNP95/lH86+SQvGM10UI3TMK0rNFXBHWgY/OpCpJ6VEQQ9avQzWpKM0pzQopxqrEjR1qUdKYBUg4poTDj8abT8ZpveqYhO9FLig0gI2FIKc1IOaljHAU7FNXrUgxjFUhMjYDFRn2qcjiomAFJoaIyOKSnUgqSiO4/1BqmDg1duP+Pc/WqNY1NzWGxajfNWUXPbNZqsV5FWEvGUYxVQmupMovoaIU4oIwKrRXgbg1I8oxxWylFrQy5XfUV2ArvPAHiu/0nR9R0yzZU86ZZfM/iXjBx+VedPKSTWx4XmkTVVUghJFIP8AOuevK8HY9PKYQeLgqiumz3z4YO0msahI7FmMILMTkklq9UFeXfChS1xqUv8ACFRc++TXqArjpfAj0M7ssbNLy/JHiM2mS6jpEkQunBljI+YAjPb9a8b1K7m3yWlwCJopcOp7MOK9oudUTSdBFyYzLJ92OIdXYngV5R41u7i8/wBIaKAnI8ySNMfN6fSlK3MiMLGu8PU5fg6+pz/mRkfMR+NQStDg4IB9qpoktwThgFHUk4Apwt4gcNMXPogzW1zzR63CJ3oa7Q9Ez+FPEJx8lqcep607yrs8LEF/EUAVirT8JDj3xiqxBBIPatB7e4Cs7yAYHSqTjIDEjcewpAWbNCCG9VNWGNRW6np6ZqVqYhoB7VNGOeaiUZ71PGtAE6LxQ3FKOKY/SnYCNu9Mzk0pNIOtIB4FOFNA708GgANAoNFAC5oHPBo6AetGaYCSL8vvUYB71KeVPrUZpAGOKp3E3lSgD0q2TxVKeBppcggDpzQAq3yjqCTSNqDH7q4pq2a/xyBRU0S2yHhi5/2RRqMrC6cyBuhHQ12LkSyRzoMLOqS49yOf1zXNmO03BpI2QnoTxmugtZDJbWwGNqDYv0BP+NCWoaWPsgfdH0paQdBS0gCiig9KAPGf2gdfWz8P2OiI3728m86QeiJ0/NiPyr5+jvFAw1d58Ybw6z8RL7Mu2OzC2qA/7Iyf1JrgvskW3AkBb610wjKK0Oecot6kxuIm5DVC86nAFQvZyKM4BFR+TIP4abnLsJRj3NJR0NLTUPyj6U6tkZAoy1SYpq9ad1FUhMAc0GjFJ7UCEpevFFLQMYaYRg1IRmozUsaFFSr0qIHmnoaaBjyOKiccVP2qKQZqpbEorE0KaVsikFYmokwzCQPUVQPU1otnb7ZqiylpMAdazqIuDBAp+/nFTqtv/wDrNJEXMe1Y9yr1zSkJ/FEyn2oSsDZIViA+UClRS5xmoAkX95lp3kydYpA344NVfyFYuLCi81bsbgW12JO6q232OKyGedPvqwHrVzSTb3N/HHdpK8JI3LGcE0qkk4NG+D5o14TW6aPpz4Q2kkfhE30y7WvJS6Z7oOAf516Fnmsbw3e2F7oNo+nIqWqII0iH/LPAxtrZxXHFJJJHRiqk6laUqnxX1PCdXjlh01PNdGjRwMhcEE8f1rzTxDc27yT20abQDiSTdwfXivZbq2intXSePzI+Cy+uDnH6V4f4taH/AISjVEI8uKS4aWMKMDaxyB/T8KXInK7OynmE6eF9hDS71fkYYNnAhj3FwTkjGc05WDDEcEuPY7RUKSRRtttoDI/94jNShLp+ZXKj+7uC1oeaPAuI0JVEjX6liarvJfHnawX1xink7Dj7UiAehLGlEkLHrNcN7jimIos85bbkk+1SCN2lHmjBUZ+tWnuZ0GIrbywfaoondwxkznPekMljG1GOf4sU1jSRt8rqOzZ/SnYzQIVBk1bjHAFV4xzVtBigBTwOahduakdjmq7t2pgJnNHvTacKQEgyacBSCnUAGMmk7mhjyKbmmA7ilAFNpwPFIAAyTUeKerYNNI+Y/WgBpHFUpUXzCXkbn+FautxVSOKRnbeHOTwqmgBqpCBzCxPq74qUSbRiO2T26mp0haMDZFEnuxyaXfIpy0kH8qBkB82QMXjYqeGTP8vSt7SwE02CPkkSOcsMHnH+FZgd8cKsnrtbNbVpOtxp1oWikSZCyFiuFdAflx7jkflTtdibsj7FH3R9KWkH3R9KWpGFIelLSHpQB8e/EONofiLr4l5/0xyqk8c85Nc60kD4D5z3Kjiuu+Il1b3HxE12UKFIuinHJJUAZ/SuWYRn/lkzfRa7Yx0ORvUr7EB+S4ZR7im/vf4XVxUxVMY2SpUTRgfdKsR0GMGk1YaZNHkqMjB71Jiobdyyc9c1PVx1RD3HLnBNLjIpBwn1pQcVZAlHNGaQnAoGLil5pMmloENph61IajPWkxoTpTkNM70qnB5qUxlleRxTWFIhxTzyK13RBUkHNRjg1YkWq5GDWLWprEkHzArVN0OFbsOtWlbac1GOY8nkYqZK5UdCJbkxE7ABnrUq6g44Kg0LPbSDEseD/eFSqsZ/1UqMPRwKUb9GDt1QouQ65MLAf3gKTED9ZE/EYNO3yxnK26gHqU5pjyuPvIjj0K4NW33FbsPEQMbIsmQw6Fs4q/ocUdrLIbiVYywxvxnA9Kyh5Eo4JierEAliBLsGjqHGM1ZmtGtOhUVSO6dz6P8AhIWjhv7dWLRDy3H1Oefyr08c15/8JtLFp4XhvQ7M13BEWVv4SAcge3Ir0AdK44x5VY9DG4iOIrOrFWvb8jyeJp5FRnt42jb7y+YeR6dK898T6LN4rTUL2006CGPTomkZ0GSwB+4Md+p9sGvSYP8Aj1j/AN2sRL4+FYL+O0j3S3l4blB1zuUZH5g/nRpuzmXY8JZMJsik8uPvgcmoStmh/eSbm9Sc11+saFa3WoB1QR3U8hZ7S2yY0z2HfOe1c3f6BJo+pXFjfRNHNC2Cr+nUH8qokrrc2kQ+VF+uKcb4OMIr89doqSO2gQZVRUwOBhR+VMDNljQ/N5V0vqc5oijDqfL3sR/eHNaZUnvUbMwHyuv0wTRYLmYjfv5B7CpFy7cA02bCXKy/LhuGx61oRmPHAxSAbHHjnrUxOKKZIwxRcBjt2qE8mnMRUeRmgBacvWm05etAEopx6U1acSMUANNJQeaKACnA8Gm0tAB3ob7x5pDxQexoAY/Ck1BGtxKfv7V9RTrokQnDYycVVilnf91GTgdxxQMuNbxqMyOzH/aPFJut4xztP4ACnJZE4MsjMfQVOIIV6RLn3GaBFYTWzsMFFbsFGP1rrI4Lf+xNNu7WaaVSGhnEpyY5Qc4H+yQQR+Nc6beJv4AD6gV0NnqQPhm10xLKCHE7TSyrnfK33QTk+npTW4mfXo+6PpS0g+6PpS1JQUhOBS0hoA+QPGtvPb+NtYSQwh3uXkJh5+8c8+h55Fc/tycCV93oTWv4t0trLxfq9k1w8nlXcm6QggsSc9/rWN9jAGPNf8a743aVkcbtfcXEwPEh/wCBDNMlkmVf3kaMPUU4wzR/cYMPSozdsnyyx4pN230BLsLE+/OFxip88VUglLTEAcEcVb7U4u6FJWY4/dH0oHSkPWjNUSFFFJ2oAUUuemKb3p4poBD0pjVIajakwRGetHoaKDUFkqHNTA5FVVNTIauLIkhXQEcVVkyp5FXetMeJX605RvsEZWKLt+7Y+1KgyoA9KS5QIAinljVqJUEezYzZHJxWSV3Y0bsrlRY2DdYVGe9WVSEjbIIm914p628K9IgfrzSm3gY8xgfTiqjBoTmmM8i3P3HdPo1L5UwztmJA6bhmo2sl/gZh+NRNazJyJTQ7roCs+pKULnEsKsP7y8EVe0nRo7i7D3LTCxR1WSRFyAT0U+mcGmWGm6jdmJY1VjICQGOOBXr3guz0hPC91pEH76/ukLTPKm398B8igHoB+uTWMpxtpuaQhJvXY9b8GyW0nhSx+x/6hE2L+BrfrK8PaadI8P2NgzbnhhVXbH3mxlj+ea1a5joPJlklitQGtpBtXk5H+NUb2Nr2FQYAGBBViwytaNyGWB8jA2mqEhJCkf3RSauBR8AeG5X1u5vNRhjSa2lZYVByDxw/5frR8Y/CtrLpKa7C2bq2dI5h/ejY4z+BxUj3N1DKjW0pRmznaetb2uW9jbeCL2HxHcOEuYgbiRD8ydCu3PUg4OO9OLBnznsH4VHJdRxnC/MfY8Cq17MxuJI4pWeEMdjFdpZexI7fSlgsyw3S5I7CncANy8rfIpf36AU8JcuvUgenSrioq8KAB6VIMc0AYVyrrKQ5PPPNWLaUFADU2pw5hWVRyp5+lULXlmXv1FAGoHOOvFNY01eBimu1AhjU3NIWyaB1oAeDT0zUYqVQetAEgpT0xSdqDxQAlFBFAoAKKO1FABmg9B9aKCfl/GgClfkhUUdzmls8RqSRUkxIcMhwy8g4rp/h34Wi8S6hJJeZ+xWuDIg48xj0X6cc1LaSuyopydkV9C0HV/Ecm3TNOllQHBlYhUH/AAI/0rrl+D/inyt5fTgf7nnHP54r1vTYYbaGOGCNI4kGFVBgAVvAjYK53Wl0OpUI9T5e1rw1rHh18apYyRRE4Ey4eM/8CHT8agt2zDG2QcHb+XSvpO/gjmjkiljWSNwQyuMgj3FfP/iDSY9D8TXlnbgrablliTsgYZIHtWtGrzOzMa1LkV0fXA+6PpS0i/dH0pa0MgpD0paDQB8p/EuaOb4i628YAUTBT7sFAJ/MVy0UEtwMwwSzY/55xlv5CvYrfwDbXfivVtU1tfPL3srQ25+4F3HBb1J9K9F0+3htbdY4IY4kHRY1CgfgK0ljYw92KuTHBSn70nY+VpFaE4mR4iegkUqf1qtOEkQjg8V9S63ptjqUDQXtpDPGw5DoDXiHjbwCdFSTUtKy1kvMsJOTF7g9x/Kqhi41PdasTUwkqa5k7nnMJKTKM8E1pD7wqgoRm6HcrZz7VfHUVvTMJi5pKD1o71oZh9aXtSc5ooAKUdaaacDQAppjYxTqa1DBEVIaU02oLQoJzUqn3qHOKkU0Jg0WA3FMd+D2pM1XmY4Oe1VKVkSldkDyHzt3Xb0qzHMy4ypJxycmqlunmzKvqcn6VsCNQMYFRTTlqXUaWhWF0BwTz6N/jUyyK/HAPoaR4I2GCoqrLbNH9w7l9K0blEhKLLhDA8ZxWt4W8OXPifxBBpsGdrAvKx6Kg6n+lc5FeMp2uCw/Wvafg9o1zDa32skpGbqIR2g3AsQGySR2BIAqJ1Fy3RUIPmsy/wCOfBkdvp9ve6dB5L2iLG6xj7ygYDDHeuh8DeCLiOS11nVgY5lXckJGGOehf3HpW7oM99rV0xurXyre2fDFuruO30FdeBiuF6s7NgFLRRQB45PepLC23e+QcYU81i6lqM1tApiibPAJYcY71oxORbR8/wANZ2oHcg/M59KAK9jrUceo2kl0yGBZQzsoOMen54riviN4yn1vVnt1mzax4xGDxn1P0rc1C2lgurWBA3lTxsX54X3963bL4b+GtUt7e7uLeUSSQgt5chCM3rj1pbAeKWyBvnPJq6GAGSPwqxrujv4d1qfT2JMasTE57rVWP5jk00BMCTgU/dtwM89vetrwt4Q1XxXcYtFENmpw93IPlHso7mvbfDPw80Xw4qyLALq86m4nG5s+w6L+FROoo6GsKTlueH/8Itr8unPeDQ7trYIWZiuCVx1Cnk1xRKw3IZDlO2fSvs94g8ZXGPSvmn4p+FR4f143NtHtsrss6ADhH/iX9cj2PtUwq8zsx1KXKro5dTlQfWo3x+NNtW3wD24pX54rYwIs5JqVUJ7VLDDnGRVsKAOBTApKnOakA4qVkFMPWkAUGgZNB6UANpaKKACkpabQAtL1BxTe9KO9ADHTJzXZ/CzUhY6vc6cxws4Dr7kcVyKjdUlndtpuq2d6hx5Uo3fQnmpmrxaLpy5ZJn03aNW4P9UPpXMaVOJ40dTwwBBro0P7nPpXEegVrv7vPpXgPxHkI8ZMA5wIohjNe+XZygr538fMz+N73cOAYwv0wKql8ZlX+E+vB90UtIPuj6UtdhxBQelFB6UAcTcj/ib3n/XU1ei/pWfcnOsXZ6/viKvRnnFcHVnox+FFa+bDH6Vx/im9istBvpJsbDEwIPfIxXV37HcTivIvinqZW0t9ORvmnbLY/uitKUeaaSIqyUYNs8pgjITJHXpVxRgj6UBNvTpS+te1GNjxJO4lGaKKYhaO1ApaYhppwpMUo96AFpp55paKAInUnpUZBqzszThCCOaXLcfNYpZxT0p8tvt5HSogCDios09S73RYHSqt24C7B1NWAcCqLgzXW0c84om9AgtS7ZRJEu92CsRwCe1XdwPSva/h/wCAbLTdBD6lZxz3dyN8vmru2A9FGemB196j8RfCTT73fPo8pspzz5Z+aMn6dR+FYwxkIvkNpYSclzI8WJ/Kmk5rS1rQdT8PXHk6natFk4WQco/0aspvUV1qSkro5XFxdmVp4hncOtdL4H8Y3PhnUsj5raUgSxk/+PD3rnZGyMDv+delWnwD8RXum2t4mo2UMk0ayNBKGDR55wSAeawm0jaCbPfvDmpwappongIIJyceprarlPAvhWbwnoQsrq7F3cu26SVVwvTAAFdXXI9zoQUUUUDPCGuoUtkzKoIX1rF1i4WXTLnZuyImI44Nbeo7EgYKqjg9BWRdzLHBM0i7kVMlfUUAYGq309holhcIAX+zApuHC9QePxr0Pwddh9FtYklJdIE3rnpkV5z44tXsbWzty4ZTbKy4PGCTWXpPizXIbR4bS7WPykwMIM7QOOaTEdn480ZtX068mhg33NrP5gwedmPmFcN4M0KPxNrXkzylLKDDSBeC/P3a7bw74vsVsp/7Su91w4zJuUkk1xNjqsOh+IriaxBW1aU/KM8DPpUyTs7Fwa5lc+jdLgt7G0jtraNIoYwAqIMACthG3KOa4vQNbi1GyjljcNkDOK6i1nDoBnpXImeg0t0XwK5Pxv4Xi8T6Jc2DELIw3wyEfckHQ/TsfY11IbPSmuNx5HanqnclpPRnx0ba407ULiyuYzFNExV0bqGHWplXc2MV7Z8Ufh8dYiOuaXFnUYF/exKP9eg/9mA/MV4xDggHFdcJKSOGcHF2JF+UAYp+aSkzWhAGozzTmbAyKbnNADcc0dRS96TtSATtSgZpO9SKOxpoBFXimsmOlSgYpDiiwEHejOMmnMMHioyeDSAni5Sr2k+HtT8T339naXatPMw5I4VB/eY9hVKIfIDXvXwa1rTW8LXFhGsFre2su+6l4BljPRz64+7+VMCx4cgn0+xgs7l1eeBRG7IcgkcZFdnEP3WK5QTLLqTyQwtFG0p8sMMFlBxux711sYxEDXBNWkz0YO8UzPuvlBH4188+PHL+OL/Ixho1H0Civou5Xv8AhXz/APEmNY/HEoXqY4iadL4jOt8J9Yj7o+lLSD7opa7DjCkPSloPSgDh7rC6zd47yk1cg5Bb1qteR41a8OOshI/SrkQwoGK4H8TPQj8KMzUm2hhmvAPHk73Hi6QMGCQxhVyOD64r3jWn2so7nPFM/wCET0vxN4YWx1BFYysxt7pFG6JvY/XPFdOFaU7s58Um4WR81qMj2qL1rQ1GzTT9TurKO4S4SCVoxMgwsmDjIrOPDGvXeyPIQtAGaKeq+tCQ2wCmkxUmOKTFVYm5GaUUGgVIxaTFFOHSmAqjinimDp15p1UiWKQCMGqskYBz2q1THGaUlcadirI3lxE98V1/wu8LtrWu/wBoXEZNnZsHORw8n8K/h1Nc1YaTea9qsGl2EZeeVufRR3J9AK+l/DPh628OaHb6dbgFYx8z4wXY9WP1rz8VV5VZbndhaXM7vY3YIxHCi98VJgelJkYwKY8mBXnpHpmfrGn2eq2klpe26TQuMFWFfP8A408IT+F7nzoN02mu3DH70R9D/jXvl1cAEnNclq2lXfjM3GjWGxRsPmzSA7I/TPuTW1CtKErLYwr0YzhdnA/CXwh/wk/i9Lu5j3abp+JpM9HfPyL+fP0FfUgHFct4C8JReDfC1vpYdZbjmS4mUY3yHr+A6D6V1NdM5czuccI8qFoooqSgooooA8A1AkllLjnjgZqn5e9iGBIKnORwa05dY01z+6inmP8AsR1Vl1UH7mmEccGVwv8AKgDl/iAGZbdVy3lwgDjoK4qwlW3eYtkF4yq4Hc16NqGvSoGdobQEDG3buJ/OqkWrWDOGnsIckdkxSA5C002+mV2S2lbeANwFbUHhkkB5tyk9QK7/AELUPDk77btkiXsA+3+ldxp6+EmwYUhc+pYNSSsB5RpBm0J0e18ww5+deTxXpmlaklxCksbAgiupiGjldsfkKPTYBXF+KW0zwxqtjPDcRpDqMrRmIfdWQDOR6Z/nWVWH2kdNGr9mR1kMoYAg5qyMGsGzucgMp4NbULhlFYbnS9BzjuK8P+Kfgc6VcP4h0qH/AEOZs3cSDiJz/GP9k9/Q/WvdMZFQzwRXEEkMsayRSKVdGGQwPUGri3Fmc4qasz5E88Y6VIjhlq94r0zTtM8VXlppN0LixR8Ic52N3TPfB4zVBVCLXYnpc4WrOwNzwKADmk3DNOzmgQ1jzxSZpzLxUdADh1qWolqXtQAE4qJpMUrk4qAjJpgPZ80wc0jDApU5ApAWYz8oHtV3R9YvNC1SHULFws0R6MMq691YdwapJgr0p8FvNdXEcFvE8s0h2oiDJJoGj6B0LxBB4xZtWt4JIRlY3jYfdk/iAPcc8Gu227Yh9K848HfD+TTtKgN3f3cd1y7xxTFY1Y+gHX612B/tLSbcLhtRgUZJLfvR/jXHOzk2juhdRSLlxgADv1rxX4uaYYdestQQfJcRiNsf3lP+Brt9V8Yyx3avaw+bERteFxtdX9j/AErgviTrP9s21jEsc0aJNuO4YKnaODSgmpImo04n08Puj6UtIPuj6UtdhxhSGlpkmfLbHXBoA5W8w+pzMpyC9Tx9aowgs/POKuxnBFcG7uehFWVjE8QJ/GP4RmuS8Z+LofCei/2TpFyft17HveIci13dXB7Mwzge+a7TWxui6EkjAAr5x15nOs3SSIySJIQyv1BrvwUFJts4sbNxSS6meDxUD/fJFTAdaifg16UtjzVuIp9alDDFVx3pQSCDUpjaLQoPSokY1JmrTJsMYUgpzc9aYTikxi0p4FIOTTqAEB5qQetMNL/BTWgmLuHTNCh55kghjaSaRgqIoyWJ6AVVbcGxyST0Hevb/hh4AbSo01zV4MX7jNvE3/LFT3I/vH9Kwq1lCN2bUqLnKyNzwD4Ki8LaWHuFVtUuQGuJB/COyA+g/U12ezilVec0rEAV48pOTuz2YxUI8qI2+UVSurjYpGeakuJ9gPPNYV7PLLIsMIMk8rbUQdzUlrYgkNzqd+mm2A3Tycs5+7Gvdj/nmvQdF0e20WxW1twT/E7t96Ru7Gq/h/Q4tHs8HD3UuGnl/vN6D2HatrFdNOnyq73OOrV53ZbC0UUVqYhRRRQAUUUUAfKEHim8i/1oWUeh4/lUkniG2uAQ6TQk9wQwrnm1CwkH+peJvrkVcsNJudWcJYQTTE/3YyahNjLJgtrzcRqUQJ6CRCtWk0hpRmOWOQf7Dg1qWPwq8U3hBNokCH+KZwv6da6vTPgjKMPqGsKnqsC/1NNCOIPh+RUBIf8AKo10iQHEbyBj/dBz+le1WHgnwzoYBmuZp2H/AD3uCR+VXDregafkWtvFkf8APOMfzp2A8k07w94tkx9gW/C/3ixA/WuX+KNtr+lyaXZ63ch5CjzxqGBK8gckfSveJ/GrHi3tgB2LGvDfi3fTax4ss5Lrp9k2jAwB8xosB1Xwz8XHWbA2N1IPttsozk/6xP7319a9Ts5uNp/CvkjTr+70HVoby2fbLC25T2YdwfY17VqfxD2eDrW70vaby/cQxh+fLP8AHn6dPxrCdO0tDsp1U467o67X/iDZaPqFvp9nAdQuZcl/IYEQgMFO7HcZ6VzvivXfF1x4fjIsDa20qulzPaHfwMgkHqAeOOvWvH9JtZDO800kyxAfOyMyiRcjI3AZ96tajeanpM0UIvtQj02Q5KJclg2D2OcHtz3q48qZhKpKRmyWhCtPEpkgBCuwBC5PQH0NWdL0XU9aadNMtpLowLvdVxuUZx0PU1HBqM1rN5kgEkcxxcQdAw9SOzYzg9q94+G2gRaTpE1ysTKL2TzY/MA8xY8fKre9aTmoq5FODk7HhVzouqWT4u9Nu4cf34Wx+eKrDaCRnn0r60lgSReQM9jWJfeGdH1Fs3ml2kzf3miAP5is/bd0bPD9mfNGAaYUFez+KfhbpkmnTXOiRvb3iDcsIclJP9nB6H0rxsgqSCCGHBBHINaxkpbGM4OG4wLiloFBpkEb1EQB1qU5Jp3lgjkUAU2Ys21Bk1PGhVQO9SrEq/dGD60jMsZx1Y8AepoAv6VpV3rN/HYWMXmTSc+yjuSewr3bwd4IsfDUXmn9/euuHnYfovoKi8B+DofDulCWXbJf3CgzSY6d9o9h+tddvCShT9K5atS+iO6lR5Vd7lqIYp7c8UxTt70ySTajuOwzWRqcj4p0xbtZr61LRXsJ+V4wCZMHoR3PXBryTxDqBQz2Mqx5IiVQAASwcsZCP4SQ2CP8K9wUF5YlPTfk1836mxk16+kLFt90zAn03cVpTuYV9D7THQUtIOgpa6jkCkNLQelAHJzIIb2dB2c4FSRnPzA5zVPWHMOuzsM4baD+K06xm3Rup6q36VxSVpNHfB3imTXMIlwSM4rhPGvgC316Fry0xDqKLw38Mns3+Neg5BWoJMAGqhNwfNEJwU1ys+Wr2xutNvHtLyF4Z0+8rD9R6iqjCvoPxl4Tg8R6Y6qqreRjMEuOQfQ+xrwK4gltriWCeMxzRMUdWGCCK9ajWVWPmeRXoOlLyKJO2Qg1JyRTniEns3rTUidetaWZldDl61KOlR4waevSrRLFIzUe3JqSgU7CuIq07FWtP0+81W8SzsLZ5536Ig7ep9B7129n8JNZlCNdXlrbg/eUZcj+lRKpCHxMuFOc/hR502VwTQDz0PPavZ7L4PaVkC5vbucj7xUhF/Tmul0n4eeHtIu0uIbMO8fKGVi+D681zvF01sdMcHUe5yPw1+HnlPHrutQ/vxzbWzr9z/bYevoO1ethaFXApSeK82pUdSV2ejTpxpxsgZsCoHmHQnFK0oBwaoTzKSw6npUGiRUvbkAMxPArzjQPGLat8YtHtLWU/Yo5XQkdJG2Nz9Kl+KXiKTS9GFlbttmuzsLA8he+PrXn/wALdyfEvQJOim7C/mproo00/eZz4ipb3EfYi9KWkHSlrU5gooooAKKKKACiiigDzW18NeBtCAKWFlvX+KX94361dfxhpNmuyzgGB2jUKK81knCDdLIqj1ZsVnz+I9Mt8jz/ADG9Ixn9aQHo9x47upMiCBEHQE8msq48Q6ndZD3TgHspxXnVx4yPItbUD/akP9BWRP4k1W6d1Nx5ag9IximB6XNfIi7rm5VR6u9ZFz4t0m2ztlaZh2jH9a85lleTLSOzH1Y5rR0jRpdWYrDhmAycttVR7n1pN2A3bnx5O2Ra2aIOzSHJ/KuT1rUrrVbpZ7twzqu1cDGBmr2p6TPpcqpLtIboVOa5/UJ/KnVWHBXOaE7gRXEImjx/EOhpsOoz2+m/YSCNs4nRgeUO0gj8ePypv2uPruyQapyT7p2kHAJyPamwR6No+pazF4UEemhksY2CSAnJeRv4cD+E5xz0JFQ2XhxNSivNPujcWkxIlt0nIPzKWUjP8x1HWsHw/wCK7rQLiGaJN5ikDr83YZ4I6MPr0rX1DxXqOrRRwR2aw+YwdtseD5hGC2R6+lYuFtjRSuZukWS3XiSytoI3HmXkcbKW3bR/FzX1HaKiRBEGFHAHoK8u8BeBntNuqXS7rscxLnlM9SRXpkTEDacq68EGs5yuzro00o+ZfFRSpnkUkcueG4NLIwDqoPXmpvdF21M6d/LlCvnDdDXlvxH8Dtuk17SYixYlrq3Qc/8AXRR/MfjXrd5biaFlPQjqOx9axoNSgjke1uJUWaM7WDHH0ojJxd0EqamrM+aVlVhxTmIx1r2DxT8L7XXpJtQ0WWG2u+rxf8s5W/D7p9+leI6hFd6Zfz2V3A0NxA5SRG6giuuM1JHBOm4OzLgIHOaY9zHH1NZZnmfOM0Jbu5+YnJqrmZak1BmysSknsaveGNNk1jxRp1qxJ8ydS2Oyg5J/IVSjtsDgYHrXq3wl8Nk3Da3KmEIaGD3/ALzf0/OonKyua0oc8kj2KMbIF28cflVG3uUuruVEYN5bbWOe9V/FOuR6B4cu7+QgGOM7Ae7dh+dcd8J9Zm1iwunkthG0TBZJQf8AWuckn61ycraueldJ8vU9Qz8marTtlG+hqRiPKxnBxmqEk3mxvg9eBUthy6XKlzcC3gk2Z37dqntnFfN4lMs5Mp3Zfr+PWvoHXpfI0+5k/wCeaMfyUmvnyDlUJ6kiuigrpnHidGj7bH3R9KWkHQUtbnKFVr29ttPs5bu7mSG3iUtJI5wFFUte8Qad4b0yTUNTuFhgXgf3nP8AdUdzXzX47+IWo+NLrystbaZG2YrYHr/tOe5/QUAelaF4pg8W6rrtzAX8gXSGDeMHYEA/XGfxrpbMlJG46qK8h+FkmF1CLuJUb6gqR/SvWLZyrdSRtyCa46mkmd9HWCNZDkdaq3khXBzgCpIX3njpjNVdTcR2cznACqTk/So3Rvy2ZYilEiDjn+deI/GO0a016yvY4wBPEyOQPvFT3/A16R4N1+HVo7u0+0RSz2Unls0ZypGMgj+X4VlfFXRW1Pw080SlpbVhMuOuOjfpz+FdFCXLURhiYc1N2PDIrtHGDwasblI4NZrwc/1qMPLEeuRXqKo1ueI4J7GqRmmjNUkvSB8wqUXinGCKpVIsXI0W+KWNHllSKJGkkchURRksT0ApllBeancrbWVu88zcBIxk/j6D3r2nwR4Bi8PbdRv2WfUcZGOVh9l9T7/lUVcRGmjWjhpVXboaPgXwv/wi+mb7hVN/cANORzsHZAfbv712SfPg4rNjZru62rxGnUjufStZAE25615EpucuZnsxpqnHlRKqbFxS0Z9aheUZwvNJ6DSuWMjFRscHrQkiFevTrTGIAJpElO8kxwfzrkPFXie38Oae11M4Ln5Y0HVmrodSu47eJ5ZXCxqCzEnoBXzd4x1+TxJ4gkmUn7Oh2Qp6D1/Grpw55WJqVPZxv1K+tazd+JtXa7uWOOipnhF9K3vAICfEDw+RwFvY/wCeK5qNFiQKMZxya3/BkoTxvobZ/wCX6L/0IV6kYKMbHlym5Suz7EFLSClrlNgooooAKKKKACiiigD4q33F2S7uzgdWduP1o2FTzj8K0fDNwgv41e3SfKnAkGQo9QPWtrxE1nNa5CwRzKeAnU1nzu9h2OVAzSRj95J9R/KnqDmiNT5snPcfyrQQkibkODirWlXzadKXIL8HCg45phQYpoX0FJq4F681GfUFAdUVAcgDrXL66hW4iPbZ/WuhUYFZeqNH50aPjO3Iz9aErbAc7zjpSVreQjDAxiqsti6jK/N/OmBVVyjKQehyK9Q8G2VvrDJO0mxBjkc4f0NeX7Gzjac+mK3vDevz+H7751Jt5cCRf6j3qJxutDSlJRlqfQ9pCzL8zMsyH5tpxuHrWorOqq6uxx/eOSKwtL1KLUrCG7t5Q2VBDLWxDeROhkf5WHDqOfxFch6KNJZhJFkEBh1FPt5VUkuMse9ZpkTmWBiCvPP+FWop4riMMvB7j0NFx8t1cty3KFSoPzV5h8V9KvF0sa7p0zo9vhbhBgh4yeGwe4J/I13GpJ5cSzCYqFPJ7U+ZIb/S7iC5jDxyRMjof4gR0qoyfMRVinA+ZT4n1VgA86HAx/qlB/MYqnNqEk7mSaK3kcnlmQkn8c1s+NfC3/CM6x5UBlksZAPJmfuQBuXPqDXNZ4wK7F5HmPsyz9rU4zaw8emR/WpBeRcZtFB/2XIqkelKOBTEaIvbVsh7eVSehWTj8iK+kvBE1le+DtOvrOMQ27Q7RH/cKnaRnvyOtfLgOetdNbfEDW9O8MR6BYukFvGWJlUfOdxz17daznHmRtQqcj1Oq+MXihb+8i0SzlDw258y42/3+w/AfzruvhRoc+leDoDcIY5bl2n2nqFONufwFeTfDvw4/iXxTE90rSWkB8+5Zudx7KT6k/pX0VPOtrAcYBAwB6VjUfKuVHVSvOTqMp6xemCMQxHMrcAelNs90NtmXliOaztFeHW7ye6jlMsUErRK3YsvUj154/CtHU1Zl+zxnDSHBI7DuaxaOjm6GFrkgu9F1Ig/KIJsH1wnWvC4QAI/wr3bXLFofB+q3KHGLSRFHoMGvCYjkr25FdNDZnFin7yPtgdBXJ+NPHumeDrLM7Ca+dcw2qn5m9z6L71ifEL4nWvhSF7DTylxq7DG3qkGRwW9/Rfzr511HUbvVL6W9vp3nuZTueRzkmtkrnKaHiXxRqnizUzfanOXIyI4l4SJfRR/XqaxwKQc06qEdt8MSy6pqBwdoSNj/wB9GvXrdg8AZTyo/OvI/hixOpanFGMyG3R1/Bun616Xp0jx3DQkEI+WTPY91rirfGelhrchf0/UVNxJbE4ermoQrd2c0DruSVCjD2IxWTqVo8RW7iU7k5bHXHtWpYXi3dvzw2PzrNaG7lfU+efAWtnwr45NvM5W2llNtLnsQSFP4H+dfRVxELmA/KGHvXiHxb8ILpmqLrtomLe7bbKB/BL6/j/OtfwP8XLaK0jsNfLI8ahVuMZDY6Z9DXRKPNaSOaEuRuEvkcZ4v0dNF8TXdpGpEJPmRqRjAbnFYEkQrufiX4g0XXr+1utMulldEMcgVe3UHNcC1wQvFd8KycVzHl1aLU3y7DGhU9aj+zknikMzE1LHN69aFKEmS4ySO18M+O5PCul/Y7PSrQu2fMmcndIff/Ctaw+Jut6pqMNhHbRu87CONYhzk/XtXmbSMxOa9X+EfhR97+IbpMLtMdqD1PZm/oPxqK3Ja7RrQlU5lFM9d0qD7PbRRM25wvzMf4j3NXJgShZThhyKyJbxkuVhjUsTxle1W1Luu1j+debc9jlJ/tBlJA49qrz3Aj+RfvdyO1RyzGF/LjOZCOfYVGI2VQ7DLHpSFa2g17+WNljjttpP8RbJqSTV4FhYu/3fvHtVK4dQzRI2X6Ow7ew964fxn4hg0axeINltuEQdWb/61Uk27ESaSuznPiT4xNzI+nWchCN9/Hp6V5xC8cS7zy/b2qKeeW5nkmlbdI53MaYBk13UlyLQ82pLndyRpnLEhiK1vCsxXxhorEni+hP/AI+KzI7YsMn8K1fD1sU8SaW+el3EQP8AgYrW0mZXR9tCikFLWBqFFFFABRRRQAUUUUAfFUStH9wlOMfLxUqoM88n3rkKKVgOzApsY/ey/UfyrjqKYHb4pQtcPRQB3VZOqW6y3MZcdB+Yrm6KANZreVBuhkyP7rUnnyrxJCx915rKooA1fPQ87H/75pjNFIuCrH/gJrNooA7rwL4ql0PU0srpz9hnbaC/Gw9j9K9ugmR1WdMEjr9O9fK9FZTpKTudFPEOCs1c+sI5Fnyq5Vh0PqPSqHkT6bqUcqXBMMrbTE54J/2T618vUVPsPM0+t+R9f3Fst/ZyRMNyuhAB9xXmnh7xG+ryR2Ulw66laDypIZCQqYYhmA/iOB+Ga8LoqlSt1IliL9D6i8RaFZ+JNAl0y4IBb5opccxydm/x9q+br+xudL1C4sbqMpPA5R19x/Ss6vWPEnhWPUfh/pGu2QH2q106AXCgf6yMRrz9V/l9KIpw0uTL97flVjzJCMFSetNJ547frSZorU5w3c4zV/StJutY1KCytIi8krgAAfqfYVZ+1PB4Uaya3snS4uROJsfv4toxj2Vs/pXs/wAPNFtPDfh+K8uQgv7tBI7t1VT91Qfp/OonLlVzehS9pKx0Hh/Q7TwnokdlDjd96SQ9XbuTWB4v8SgQR6XY3KjUb+RYIgDkoGOC59MDpTte8TCW6W0tQ80jHG2LqaboXhmzsZjqV5axG/kbex+95Y7AE/zrmXdnpNacsTstB0yDQ9AgtIVCJGmPr7n3NIj/ALme9fHdUrF1TxrpFtC8El9ErpgFc5P5Vz2vfEjR4PD6R6dKt1cqwAhBIJ5ySfQUWbZnJqO7Oy8TER/D/UVyN32RycnvivnRDgD1q/qni7X9dDRXVyY7Rj/x7xHCn6+tZ4HFdVONlqcFaopvQSWW4u7p7q7nead2LM7HJJPc+pooA4pe9aIxDOKcOc+lMPWlpgeifB2NX8TXwOP+PYf+hV6hcWwFxOUH7yJ96j/P414d4K8WQeEdaku7qF5IZYvLYoOU5yDjuK9d0XxZpuv6gs9lcRyCRCHXPzDHqK5Ksdbnfh5LksdDCUu7TAwQRXE+H9SudN1270K/fMsJMttIf+WkJPT6qTj6V1dnKLa+ltyfk3ZH0rl/HOiX17eWWp6NLFFfWjMy7hxICOVPsazVnozfXdG/r+l23iXQ7jTbnhJV4YdVYchh+NfM+uaJdaFq8tjeIRIhxnHDDsw9jXuvh3xDPcQxi9RIpc7WVXyFbuD6GoPiN4Zg1/SlvYcLd26nYw/iH901dOTi7Mzr0lOPMtzwTpwKMmldWjdkYYIOCDSV1HnBSHilqS2tZr66itbaMyTSsERR1JNAHR+BPDEvinXFjkUixgw9zJjt2Ue5/wAa+jIYILCxjt7WNY4Y12oiDgCuW8OaTb+EvD8FipUyAb55B/HIep+g6D2Fcz448fNZW62WlTlryQ43IfuD1/HoK5pTlUfKd1OlGlDne53OmXgvNYuvKAMVqwjfnJ3nn+WKv6pqqabBvfLOxwiKMljWR4I0W40Dwyg1Bi+oXbm5uSTkhm6An2GKs/NqWuGOMDyrZN0r4zyfuqPyJrKS1sjenJtczJLO5lmQyPGVkk5w3UD3p8ksqDckxYtwoboB61Hqt0ljbYCuzSMI0jT70jHooqC48ywtGlusKwQs3zcIOp59KVi7p6sz9Z1e20LTJbq4kwFH4sx7V4Vq+p3PiDUZLudiEJ+RfQVq+KPEM3inUQsTMtjCTtJ/jb1x/KsY2gUALKwFdtGChqzzMRVc3aOxXNqrfdJFSRQRx8nk+ppfJ/6avSfZlbqzn1ya6eePY5eWQr3EanA5PoK0vDSzXHi3RogpUPewj/x8VQjjSM8KB74rpvh5B9q+IOhR44+2Kx/Dn+lS6jY1BI+uxS0gpaxNAooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr13wr410xfD8Vrf3aQeTbiHyyud21QPxzivIq9L0v/kE2X/XBP/QRUyipbmlKbi9Dzhn+c7cbc8UCQjqAa9SNFUZnmP2ljH5Zxt6Z7gV2tz8S9Su9Jt7B4YQsaqkjg8uBxx6EgVuL978KdH94fWjlT3KVRw2MDS/HR026lnFj5pkGFYkBlHoKj1b4ha1flktT9miPHGN1dZ/HTh1/Cp9nE09vNrc8mKzzyM88xJY5JLZJq1b2yR87hz6mvUe/4VKOlVYxep5oNoHUfnS71/vD869KNIe9MDzUHFO4zSHvTR1qiR/WgdKTtTu1AEbqH606wvbrQ75L7T2Ec6AhTjIIPUEdxSnrUUv+r/GpauUpNO6NmH4la/DMZZXDHGDleK7LQPidY3sKx6m/k3A4yR8pryi6/wBS1Zw61lKlFm9PETR7rrUNhextqlhdxx3AG84bCye/1o0rxbDcrFZ3lxDGsqHa7fxEdRzXlEn/ACDIP90VW1P/AJd/93+tZqKOqVZrY0vF9rb23iK4W2lSWM4YlDkA9xWFSj/Vf9tD/KkPWuhbHBLdsK7n4a2saalNqUi58obF4+7nqfy4rhjXpHw3/wCQJqf/AF0/9lqanwl0f4iNXxr4vjs7Uw20ivPKMIo5x71T+HXgK4u9Ui13XAUjjbzYoJPvyMDwWB6Dv71xEv8AyOtp/wBfUf8A6GK+hoP+PxvpWL9xadTp+OevQk1fUTb20smCzdEVeSx7Ae5qaxh/sbSFW42/aZCZJyP757fgMD8Ky9Q/5CGkf9fqfzFXvEP/AB6v/uGoWx0Pcbo0f9pXrazOMQQho7QH1PDv/wCyj8a84+J/i37VLJoVnKNz8XLL/Ag52/U16N4a/wCRG07/AK90/lXz1qn/ACNOrf8AXw3860hFcxz1pNQ0GRxrHGqKMKOlDDNSDpTD1rqOAjK4pp4px61G3U0mMQkk4Fd58HLU3HxK070hSWU/gpH9a4JPvmvTfgZ/yUJv+vKX+a0AfSopaKKkAooooAKKKKACiiigD//Z", "path": "003083.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003084
Men Tshirts
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", "path": "003084.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003085
Men Tshirts
{ "bytes": 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dq+quEjvbS38kjlVA4/Cq3jKMzNphgj2jYyAAcAjFd5dxRxWrFFCj2FYGoBEsbOXyxI4uCQuO2Of5iqjLW5MqV48p6d4VggtvC2mw277olgXBP5n9c1tVk+Gofs/h2xi/uxAD6VrV1rY8WaSk0haKKKYhKz9asl1LRb2yIB8+F0G7pkjg/nitCszxB9o/sK8+ynE3lEqfSk9hxV5JHlvhy1Go+C5bCV3jEU7Ry7DgsAckZ96yNYOg2UTxnQ2cRnbvCt1x65rt9Ms47Vb5EIIkuN7YGOSi5/XNTTWKyoRkgHriuVy1PXVO8bHMeEmXeVt4pIoQRkbiQM0eMy0svkLb+eVGQp5/SuotLNLdNiDAznFZWrRr/aeZAMHH4VF9bmqirWOLtV1m1kdLewtoolHXCgtW3GN+k3yvbolxLA2do6kA8V08NtBsUrGucdcVngK+p4bG0Zz9KfNdi9nZFL4NWyJfX1w7ETeQFVfVcgk/nivY68z+G8Q+3TSCPYEhMYwOCC4IP+fSvTK64O6ueTiIqM7IKKKKoxCiiigArxf41Wkh1nRbrH7tkaPOe4bP9RXs9eN/FrWtO1JYLWF5Dc6fc7WO0bG3DDDOeoIH60nsXTTb0Klg4CKp5yo/lW3bW0MyjfErA+1cxZSFNgzjGBya6uxdQi/MOnrXAevF6F6C0tYBmOBFb1ApbgARnAFODjHUUyZ12HJ4pDRi3PGTXC+Mpdwt4z0HNdvqNxGq7S6gnoC3Jrz7xXulmgbPDHaB+VXSXvIyrP3Ge4/DK2ntvAWmrOWy6tIqn+FSxwP6/jXYVynhLxHYahjSLZXR7S3TaHxlkAC5wOnP866qu1O+x5c4uLsxaKKKZIxlDAqwBUjBBHWvnrxNpT2HjC6skjKh7kCMH+4TkV9D15h8SbFYPEWhaqQNhkEMn1DZBP5n8qUtjWk/eRrQgQwKGIAAAOTirKTwsABKhPswrlPEunC6maW+vpY7FFBWKI457kmuKmj0q2v0Nld3iyAbtrHOB1zXJGKPUlN3sexsoZaxtS1KysEP2m4jj4/iNM0e6uLmwLs+dq5BPpXnfiN459Rd3hluCcnbuOMD0ApJJsptpXRtSeKNInuvKW6XJOMkYH51zPiawFvdrInAlIIq9phSSGOOTRYooHHPycj65q14kt45G0lIkKxDchxzjAH9KuCSnoZ1HKVPU9W+H2knTPC9s0iqJJ0EnHZTyB+ufxrrDVTTVjXTbVYTmIQoEPqu0Yq2a6jyXuFFFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKydc00ahZFNu7GcgdSD1x71rUlJq6sOMnF3RwVpOZI0LZDr8rg9QRwc/lViWVUBywUAZJJrK8QXZ0bxLch1YxTETL7gjkj8QaxNasL/AFG9NzaTLPGFVhbuzIpH4dfpXI42lY9inU5opkkvi2CGW7ja/EgbiNRBhU9gerH61g6X4liF0q3M5QrnDSqFz7cVsw2zJCjSRbHXhVggVgPxJrE1Gwub24WGIKoJ+YyorsB6kYwP1p2Ro4zSuddNfRXFiJEcMjD7w6U/wxYR67qhWR/9GtYySvdyx5H04rjNQtzoOnx2kEhIdtxY9q9F+F8DnTby8K4jlkVE/wCAg7v1NOnG7ObE1XGNlud6qqihVACgYAHYU6iiuo8sKKKKACmuodCrDIIwRTqKAOFu7U6XqjxMpCzruVuzFfT3wf0qZXAizV7xpG39iLdJn/RpVdiOyng/zFcVPevq+jywQTG3mVgGIB5+lclSFmerh6znHXcta5rcentCBeiBtwZgsQkZh6e31rldY8VpLfrNFKzw7SCFjG38c85q5aaXfWszRXUMP/XZf3ruPX5v6UmoxMLfbGsgABA8yNEUfgM5+lFkdKjNq6NTR9atbqERxXCSMF6A81WurrE7pGf3so2LntnjP61h6doUlvnU7h1E6ZKqiBBj0OO9S+FzNq3ie0gOWZ7gMQP4UBy36ChRvLQyqVHGOp7Poujw6PZiKM7pCBvfGN2BgfhWpRRXWlY8dtyd2LRRRQIKKKKAEPIxXz1490V9M1u/iG5vtE3mIfUMcg/hyK+ha4H4k6Kbq3t9TjR3MHySBRnC5yD+Bz+dRNaXN8NO0rPZnlupwsIwdjsVAxgnGapQTa5ZsGTzhCACDuBz7YrtbBIp8hwCGFWn0u0CEiMYAzxXKpW3R6KhfYh0C6u9Ts5HkJR4uGBFc9rF5rF1K8ds0gUA4x8oOPT3rqdKIWC8MS7QF4FEVnBc5JQZHGaV7MrlbRwtta3fmRi7hLyOu4hjkr+vWn63ay+bYuFOImJNd6un29uCyoAfWsdrG51XUlt7W2km2/MRGM47DPoP8KaleWhLikveZ1Hw10TyJLrViNolXyUHryCT+eK9HrP0fT10zSbazHJiQBj6t1J/PNX664qyseXWqc83IWiiiqMxPSuA8Z27T3k6zNi3+zxtHwD8/mda7+sXxDpg1CzOBkgEHHUg/wCHWomro2w8lGevU566t0nZkdQw9GGaw7rw9bXN2r+RGrDjIUAkf4Vs2lx58EbnO7G1geoYcH9RUsjKJRjG49q5L2Z66V1cakIgtWjVcBU2j6Vy9tZxyTsHyDnkCtp9ZEd1PBLCqRqvyuZVy57/AC9R9a5a31qGe+dIygZXONr5yPfjrRYaaTOgfT4I4dwXOPWsi8jj+xQMybibjaPYFTk1rm7WS1JHpUvhixi1fVxHIwMFqhkdf7zMQAPpxTgrsmrNQXMz0HSozFpNnGeqwRqfwUVco6Utdp4bd3cKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA4r4haLLqWji7s1BvLYnA7yIeq/XgEf/XrmPC+sxXsfkyMqNGvKscFSOuRXUTeNNI1XV7jQ7GV57iBTJJKi/uxtIBAOeTk9uK5jxJ4R+2zf2lp7m2vv42UcSD3FYVLXszvw11C6Ga9o99fSb9O1RLdTywI61TsYv7LhdLu6a4n65wMVz0lr4tsZciESDpuVuv4VSXRvEN9d+ZcN9nRup3ZwPQAVNlbc39pLsy3qUlxrmpJYwYZwctJ2RfU17v4dsYNO8PWFpAD5ccKgE9SepP4nJry7R9Hg0u2CRgs55eRvvMa73QPFelXl8+gLM0eoWqgGOQY3jAOVPfg/WrpPWyObFJ2TZ1VFFFbHEFFFFABRRRQBBc28d1bS28yhopVKOp7gjBrxbdceF/EM9jeH5Gb9zMfuyKOPwPqK9P8TeL9K8J2az6lMwZ8+XDGNzvjrgenuawtV0+08SWLpcwkxTASIG4ZCRkfQ81lVatqdWFvd2K+oRpfWISC5WOUjKtwcVyUeiajZ3Qn1DVxNCDkqgBqhfeHfEmmsYrOb7TEuQoY7Wx9e9Zd1B4qvYxDJblcdTuAz7Vmku52e0l2Z0Ou6vHbwERn5MYIPet/4UaIbae61K6XFxJGFRD/AAKTz+JrlNE8MyJMtzqUpnlX7qfwqf613Fj4h0/wrGbrUGkS3kdYN6Lu2E5OSPTjtTg0pWRnXTlBtnpNFQ29xFdQRzwSLJDIodHU5DA9CKmroPNCiiigAooooAKDRRQB4bM5ttau7U8GKZ1/AMa2oz5lscHnbVDx9ZJpfi8yxn5btBPj+62cH8yM/jVGTUDBEwxK0ZGf3Yya4pq0j16MrxTJ9O8Q2VvbXUMqsk4YqU9avaFd/bLR7gIyAtjDCuM+0Wc0yyGxvWYNncE+8fTpW1YaiuwpBb3aH0ZcAfjScXY3aaRuanerHH94dOa2/hqpkl1ScjvGg/U1weq3OBGXb5upxXX/AA11qzimnsLiYJd3TCSND/EAOmfX2qqOktTlxCbpux6fRRRXYeWFFFFABRRRQB5trVyukeJbyKXIhlcTA4/vDn9QawdevtVS8VtP3m22ZLQqGfHqBmut+I+lyz6bFqNom65t8qygcvGRk49wRnH1rlvDd/DdwxAY37Mbh1Fc1SNpXPUw9TmgoswTZWV25muI5lbO5jPLsLZPoKzr+xtQ4W0slkdjw0cjKB+Peus16PVbZj/ZtnHOjHO0noay9Oa8Z2m1KOKKQcBQeaV9Lm7VPYqRC70TSXjllMjSN8nOdteifC5Gksr67K/LJIqA+4BLfqRXnGsTy380VjAmZnf5cHjHqfavcPDWmQ6P4dsrKHkJGCzf3mPJP5mrpLW7OLFSsuVbGxRRRW5whRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVnapremaNb+fqN9DbR9vMbBb6DqfwoA0a5fx5rceh+E76YTLHcyxmKAE8sx44+gJNcT4h+NcERaDQbMzP0+0XPyqPoo5P4kV5brPiLU9fvDd6ndNPJjao6Ko9ABwBTsB0vwrWMeIb2Rm/em32qPUFuT+gr2PblMV85aFq8uiazBfxDOxvnXP3lPUV9AaXrFpqljFdW0yvE44I7H0Poawqx1ud2HkuWw6aFSpBXIrEmtw0vC4ya6N2U9CKqeTulzjjrWLOtMy3h8uKvKtU1k6f8SV1K3Y7raaMtg9SoAI/LivUvEmpQ6Tpk07cuqkqnqa8AlleWd5XOXdizH3NbUY63OTFS0UT610HxHpniOxF1p1wJF6Oh4eM+jDtWvXx5YapfaZci5sbua2mHR4nKn9K9L8NfGq/tGSDXoBew9PPiAWUfUdG/St2jhPeKK5/RPGOg+IEX+z9QheRv8Ali52OD6bT/TNbjyJGhd2CqoySTgAe9ICSmswRSzEAAZJPauH8QfFTw7ogeOCY6hcjjZbnK5936flmvJ/EnxO13xFHJbbks7J+DDB1Yf7THk/oKLARfEfWI/EHjSd0n32cbLDGwORsHUj6nJr2ex2m1i2Y2BAF+mOK+apH3nmvX/h34rivdPTTLqQC8gG1Nx/1idse4qKsbo6sPJJtM7mWIE5xWTfQJnCr7mtoyIw4YVVnXeOADXM0dyZjQW3y7sVyHxFmSPw+YWPzSTJtHuMn+VeiOiQwEuQAByTXinxA1YahrYhi/1FuuB7sep/lV0o3kZV5Wgz0f4SeM7FdFg0G/uPKuUdvs5kOFZSc7QfXJPFetV8Zq7DGCa6/QPiX4k0EpGl4bq1XA8i6y4x6A9R+BrraPNPp6ivP/Dvxa8P6zGsd65026PVJjlCfZx/XFd1DPDcxLLDKksbcq6MGB+hFSImooooAbnmuT8fa7NovhwtayeXczuIY3HVcjJYe+P51089xDawtNPKkUSDLO7AAD3Jrxrx54lg8Q3sUFph7W2J2yD+NiBk/TjisK9RQg+535dhXiK8U17q3OCsprgtOZpHeTzSQzsSf1rq9HkivojFIdsi8Vy+0w3iMR8rcGtMQSKRNA5DryCK5+bmVz0q1F0qjh2Nt9H1COT/AEWaMoTzkcitFLNbO2LzTKzjk8YrEt9RvJE6LnvzSXRurtdskgVO6r3p7kOTe5VlkN9dtLj5M/L7+9VluZLfWIriB8PbMrKwPRgc1obPKi2qOgrKjj2lm7k1lUlyo7MBh/bVNdkfQ+i6xa63psV3bNlWGGXujdwa0hXzvp+sX+jXQubC4aKQdR1Vh6EdDXomifFGzuFWPVoWtpehljyyH3x1H6100sVGS97Rnm4zJ61JuVNc0fxPRaKqWWo2mowia0uYpoz/ABRsD+dW66U7nkNNOzFooprsFUk0xHO6/fj7VHYBedhmJ+hA/rXnes+HLi3uzqeiyCKYkmSE8Ix9R6Gu216Ipr1rMf47Z4wfowNRFdyVzVG1I9GhFezR5VLr+tWcwW4tZ1AJyACwP41SOoazqd4v2e3kC9AZBgD6mvU7m1hlB3oDWS1qiudowAanm8jXkfcytF0gWKmedhLdP958YwPQe1eieD/ER1ZrqzlUBrVzGjDuorkmXanpWl4Dha3iudSI/wCPiZ5E916D+VXSbbMcRFch6RRVS31CCchBIFkP8DHn8PWrddB54UUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVS1HUrPSrKS8vp0gt4xlnc8fT3PtWf4r8R2/hbQpdSnQyEEJHGDje56DP5n8K+dPE3i3VfFF4Zr+cmNSTHAnCR/Qf160WA7vxN8Z7mcPb6Bb+QnT7TOAXPuq9B+Oa8tvb+71C5e5vLmWeZzlpJWLE/iarmkq7ANNOU8UlJigAd1j5J59KtaXq+o6ZcedY3Utu54wh6/Ud6p7B3FOUmNgy9R0osO56J4R8Y37XFxa6ncyTSEh0Mp+ZexH8jXpljcPNZvN94BSR7187w3cq3q3DOS+Rk+3TH5V6pq/iltA8BxNE4+23gMcJB+6P4n/DPHufauecPesjuo1f3bb6HKeN/FC3U0lhESzBsSv2BH8I/qa4kYY5yKjOXYkkknqakCD0raMVFWRxzm5yuxzYAOKReKTaPSlFUSSo7IwZWII6EGtifxJql9YJY32oXU9rH92NpiQP8AH8axRThQBO8BYb4iZAOoxyPwqAH5qershBBII6EVY2C8yR8txjj/AKaf/X/nQBVJGMk4qMXDbx5RKkHIYcEfSlK56/rSbQOgoEdJZeMtftpbWSTULmW3hdQUY5VwOoJ78V61pGsf2iyeU2Q3P1FeDefJ5Ih3fu85I9cdP516J8Nb3EkvmyBY4ELOWP3VAzmsasdLnZhpu7izp/HOvpotvibJ3DCIOsh9Pp6mvEbq7a8uZJpCN8jFjWr4w8RyeJtfmu+RbqdkCf3UHT8T1NYap61dOHKjKtVc3boSgDHUUw8tRtHpSgYqzEcOlbGi+JNX0GYSabfzQc5Kq3yt9VPBrHFOFAHtPhv4zrIyW+v2oTOB9qgHA92T/D8q63WPiPo9hD/obm+mZcqIuE59W/wzXzWDir9jqUlq21svEeqE/qPQ1lUUuX3NzfDOiqq9sm4+R2eueIdS8Qz+ZfTkxA5SBOI0/Dufc1kK+MVKjJLGskbbkYcH/PeoSGB4HI65rx5OTb5tz7+hCl7OPsfh6WJjGJBV+2yhGOV9KpphRuPHrmojqcYfbD8x7kn5aKU5J2S0OfHYWNW0k7S/M2l2rnauM1IgLmq9s4ufuEE9wDVl91qyu4IQcmulSTVzwZ0pwnyNajLsLBAzMQCRhcnvWMHjHHmKT9arajcT30pdvugnaPQVlNayM2cVk4Kpq2e1QpzwsbKN29zbk70wcVBZySPCEkzuXjPqKtgcVi1yux6VN80VLuPtrq4tJlmtp5YZRyHjcqf0rt9C+Jl9aOkOqr9qh6GRQBIv9GrhdtG3FVCrKD91nPiMBRxEbTj8+p7/AGWu2+r2wnsJ0kiPBK/eU+hHY1ejYmMbiTnnmvn3TtUvNJuRc2U7RyDqB0YejDuK9c8LeMbPX4ltnxb36rloieH9Sh7/AE6ivRo4mNTR6M+Tx+U1ML78dY/l6l/xJZvPp6XECFprV/NUDqy4ww/L+VYsVyksSurBlYZBFdmzKiFnYKoGST2rnLjQ1lnkubB1jR8loT0Y+q+ma1qQb1RxUaqjozNkZfUVU8nLdKZLJzkHBqRJD5bMBnAzXMdpnamjy+XY23NzcMI1x2ycZrtYLSKwtYraFcRxIEX6AYrG0DT4bULrWpShGk4gDZ+UHv8AU10JkinXfE6SL/eU5FdNKNlc4q07uyMi+tw0QY9VcEEHkVastVvbdVR385R/f6/nUlxFutpCe3NMig3qMcVsYWRtW+rW8xCsTG57P0/OrwORkVzvkArtYYPrRG9xZthHbb29PypWJcOx0dFUrW/ScBX+WT9DV2kQFFFFABRRRQAUUUUAFFFZuv6h/ZWgX9/nBggZ1/3scfrigDw74seJTrHiJrCF82liTGADwz/xH+n4V54alupWlnd3JLMSST3NQVaQC0lFFMBKKXFIaACg9KKDQAwnBqXUNRuNQFrFK2UtohFGPQZJ/rVd6RFxk+tKw7vYVV4p1KKKBCUUtFAxRS+lJQ33c+lAD6cjFSCOCKYT0paALF0A+2dej8N/vDr+fWq1Wo/ntJo+4Acfh1/TNVaBDW4qe31OextrqOBtouY/Kf8A3cgn+WKrseKixlvpRa402thEXvUuMCgUtAhKKWigYCnCkFKKAFXpTgeaYhxkehpVNAGzot1tm+zMflk+77N2/wAK15dw5RC5PauUhcxyqwOCDmuxDCRFkHRwG/MZrzMdCzU0fVcP4lyjKg3tqv1KDWs9wQZ3wo/gXpTxp8aHKZHrV3FJXD7WXQ+jVGCd7akFpNJp1wsoHKnIYdD7EVua/qcd1p1u8WMS84HbHUVjOOc1CFBkAA+Vece5q4zdmZ1MLCc41OqHrHhB696cE9qkxS1k5HQQ+WASQMGlAqXFJii4xAKXbSgUvakBEVpYpZLeZJoXaORGDK6nBUjuKaXwtM3ZFWrmNVKSsz2bwvrY8UaYrXEpFxbkLNEowGPZvcGuoSNUQKiBQBwBXh3hLWm0XX7eYtiCQiKYf7JPX8Dg17mpwPoa9fDVeeGu6Phcxwv1etaOz1RwnjKzfTryK+jXENwcSY6B/wD64/rVvw/apexksP3YGXJ6Y9K3vEGnjVtEubZVzKV3xD/bHI/w/GqVtB/Zeix2a483aPNI7ueo/CrdO8rmEa1qduol/MtyVQKPLThRUVnp8MTCSLdG/qp61NBak8tV5Igo6VpYyGOrNGyYHIxmiJSp6dKnC8UigZOaoQ/CsBxSbeCpGQfWkB2mpFKtx69PrQBTnXyY29/umr+m3hnj8qVsyr3/ALwqjqJ+WH3Yiq0UjQTLKvVTmglq51FFMRxIiupyGGRT6kzCiiigAooooAK5P4lOU+H+qEd1Qf8Aj611lcn8SV3fD7VfZEP/AI+tAHzJIfmNR7sVI/U1C3SrAeTyAPxpwFQoeffpUwpgLTTTqQ0AJSGg0lAEbDLAe9PxRjmloATFLRRSAKSlooGFITwR7UE4qMtzj2oAfuz+QFSA5NQJ6/lUw44oAt2hzIyjHzIw5+hqpnirVkR9qjz0JwaqkYJHpQAxulCD5frSnmgUxBiilopAFJS0UDCkJxS9KjY0AOLct74pwOR9TUGctUy/p0FAEq8Yrr7Bt+nW5P8Acx+RNceK6vSWB0yLHYsP6/1rixyvS+Z7WQStird0/wDMuGkpaK8Y+3I5OBUMUZ8xpM8HtU8g4H1pVACgVadkAUtJS1IBSUtJigAprnAxTqilYYwaa3E2V2f5T6//AF6en3KgJ+c4NS56AVu0YyYu7Br3/wAP3hvdAsLhjlpLdCfrjB/UV8+s2Gr3TwWM+ENLJ/54/wDsxrswfxM+azxJxi/M3LiYQQGQ8k8Ae9U1i3KGPJPNXZEEjxKRlRzzRIgXGMV6B86QqgHalxTs0lA7iU0j0p9MbigYw8GkLEDI7c0MajWUGTYcZPT3pgR6sx+0W6g8YLfyFQH7tP1A77+I56Rjj8aCBjFIDY0lt1mBn7rEVfrK0Zv3cqZ6NmtWpZk9wooooEFFFFABXI/EuYReAdSBOC4RB7/OP8K66vOvjHeJB4QjtyfnuLlQB7KCT/SgD5+f7xqJ+lSMeajfpVgQ7sNx61ODwDVU8txVkcD6UwH5opgNOzQAGm0ppKAEpRSUUALR2ozSE0gAmkzSE0hNAwJqJjzTzTHHFAiWLpUtQxnipaBksL7JVPoaW6XZdSr23HFRA4OamuuTHJ/fQZ+o4/pQBBSUUUxC9qKM0maQC0maQmkzQMCajY8GnE000CETlqsDpVZOGqwvSgB2a6XQZN9nIn91wfzH/wBauazWx4fm23TxdnQ/mOawxMealJHoZZV9lioS87ffodFikpT0pK8A/QRCM0mPYUtLTGJS4oozQAYpKUmo2bFCQA74qnNL70+R6o3UuxD3J4ropw1OatVUI3HK5ZzjvVhQcVBarxk5/CrZGB6Vc3Z2Igm43ZA5wa9w+H959r8I2o27fILQ/XBzn9a8RZcmvUfhXcP9g1CAtlEdHUdxkEH+Qrowz99I8TOYJ0r9meir1pJe31qIM3rSlyepJr0T5gTFIaXNIaAAHrUbmlZsCoHk6igaGSuOao3E3liOXONjgk+2OamlfJrG1a7SPZACDIx3Yz0A70DNGCQ3MzTHPXAz29BVsjCk1U0sA26/Tirkn3cUAWNJfF0y9mBrdrnNPfbqMXuSP0ro6TM5bhRRRSJCiiigBK8r+NNrdz6dpskNu8kETyeY6LnaSBjP5GvVKx/EDYtYuesn9DSbsrlU480lE+UWPNQyHivdtV8C6JrhaRoTbXB/5bQfLk+46GuD1v4Z3mnI0lvqEE0Y/vqUb+opRrRZtPDTi9NTz5RmUCrNPbT5bffI+CqOEJHqQT/Sm4rVO5g01uJSikpaYgNJS96Q0AFFJRQAUGgmkzSASmmnU00DEpG6UtORN8ir6kCmIjjNTg1o2vh+61K6K2Kx7X+ZQz4wD2rqLH4W6tMQ13d2tuncKS7fpx+tQ5xW7NI0py2Rw4q1OjiytndGAYtsJHDDjOPxr0+18A6Rpqh5Ve7lH8Ux+X/vkf1zXN+P4wqacQMKPMQADgfdqI1VKVkaSw8owcmcVRSUVsc4tJRSZpABpp6UtIaBjaDRRTER9Hqwp4qxDp5ubMPGB5u/qehXgfzrodP+HmuXyK6m1jjP8TS5/QCoc4rdmipTeyOYrS0NZX1SIRIzYyX2jouOT+Vd1ZfC63gw+o3zTnukI2L+Z5rYTS7PTIZILK3SFWUg7RyeO56msalWNmkdeHw0vaKUtDk93FLmmKPlH0pwrwmj9CWwtFFFAwpCaWkNADGaoXapGqF60iiJuxXkfrVK5G5M+hq6yc1DLGGjYeorqg0jzqyckya1BKjBxWjDZTzcpC7e5H+NTeFVRrQbkUsO5HNdYwBjpypXerOKeZyjFRjE5RdP2MfNwWHYdBXa/Do+Xqd9GOAYAcfRh/jXP3KYkY1u+AT/AMT64/69z/6EK3opKSseLiqsqkXKTPSKKKK7jzBCaaWpTUT8HmgAdwaqSNipWqvIuTQUiInJrldf3R6/bvtAWS3K5xySG/wNdUQRXNeKP3V1pVwD0naM/Rl/xAoGdHo6l7ZcA4xWm0Ax8x/KqOjuPswLsAB1JOAKlu9csLZTiXznH8MXP69KTaW4JNvQlWNY5kfn5WBzXQV5veeKbtiVt4Y4l7FvmP8AhXe6bP8AadNtpicl4lY8d8c1KmpPQVWnKKTZcooopmIUUUUAFYXiVsW8K+rn+Vbtcx4nlzPbwDrgt/T+lRU+Fm2HV6iKMLbVzXO+KbrbZyfStnzAi4Ncb4tu/wB1sz17Vyx3PTkc1JpHm/Dq/wBTZT8l9HtPscg/zFcUa91vdHW2+Bt1FtBd4hcE4771P8hXhTV3Q2PKm7yYlLTe9OqyApDRQaAG5opaQ0ABpKWkpCCmmnUhoGNFTW4/e7v7oLVCOtWYgRDIcdcLn8c/0oA6bwrdGOWIjrG+w/Q8j+tevWk/m26t7V4ZoFx5WoGP/nouB/vDkf1/OvXtFu/NtFOe3SuWsrSuehhpXhYvXrfISPSvOPHnz2Vm392Vx+YH+FeiXH7xSB+NcB42gJ0vP/PKdT+BBH+FTS+NGldXpM4AmkpaK7TyxKSloNAhKQ0tBpDGGlpD1p6KWYAd+KANvS4GNwifwiEKfq3I/XFepeFbwyWSI3YVyvh/TPP0XxHeFObaBPLP91t4/oDWpoN15d0VBwr/ADD8a4pu7PWhC0E100/A7aZsoR3rCuWP2jBPXitV5Ny9ax79WRlk9DWZrHc4wDBx6cU6nTJ5dxKn91yP1pteY9z7SLvG4UUhpRSKCmmnU00ICJqiYVM3NRGtYkTVyMio2FSmkCb2CgcsQK1TOOpoi34dLW88kLghlcgiuyU5SsrxLpv9ieM5UVcRTxpKv5YP6g1eilDRg+1dklZnzEpKdpIr3q4bNa/w/wD+Q9cf9e5/9CFZc/73gVp+BD5fiWRP70Df0p0/jRz1V7jPSaO1KetJXaeeMY1FJzg1I3SoqAG1HIoFS9CajkPFBSKknFZl7pba1KtoDgiOSRSOoYLhf1IrSkNWdDj3anJJ/diIH4kUMHornmGmyTmcx3EkjspwQ7E9K6DZxUXiOw/s3xTcbFxHMRKvHr1/XNTRnKgmuKW56NNpxuijcLg16P4Wk8zw7ZnuFKn8Ca8+uxxXbeCZvN0HbnPlzMuPTof61VH4jHFr3EdLRRRXSecFFFFACVxWqTfatanfPyR/ux+HX9c119xKILaWU9EQt+Qrz2CYu0hbqxJPvWNZ6WOvBxvJyKdzfYvlhH8XArlPE6Ob6BD/AMtHAFb9zsj1JJZD8qkNmuZ1CeS916zmkOQ0owP7oz0rKK1Oyb0PZNcsVPgC/s9vC6a6ge4j4/UV8sNX15qiedo95H03QSL/AOOkV8iSjBx6V2xPJGUuaQUVQC009aWkoAKKKKBBSZozSE80hi000ZpM0AKOtW8Ytvct/T/69VF61p3UBisrSTtKrMPwOP6UAirbzGC6imHVHDfka9P0e5aIyRjkK3BHpXlR716XoPVCe8aH6/KKxrLRHXhH7zR2Nm5lj3N1rn/FGn/arO5hQcyIdo/2hyP1FdDbjHNZusSEFT6c5rmTs7nc1zJxPFKK0Ncthaa1dRAYXfvUezcj+dZ9d6d9TxmrOwUhpaQmmIM0hpM0ZpDEq3YoHuogRxvGfzqpWppCbrgtj7qk/j/k0pOyKgrySPZvB+kOvw11u5cYN5HIy57qinn881xVjOUFvIvZihH6j+de4WenrbeEIrBVAUWfln3JTn9Sa8JtVOwjurr/ACNcVRWnE9XCy56VR+af6HbWly0jqpHGKs6hCJLY+oqrY4aJcfnV25crbtj0qWWmcRqEZS53n+MZ/HoaqVp6iN9sW7xv+h/yKyga8+tG02fV4Cr7ShG+60+4U0tJ3payOwKaadTTTQDDUbU81GatEyYw81b0mA3Os2MI533Ea/8Ajwqpiuh8E2/2jxdp4xwjGU/8BUmtqavJI87FS5aU5dkzsfifZK2m2moqPngm8sn/AGW5H6j9a4+xnMyqoJ6V3/xEyfCTxjGXnjA/U1wGkW7qg3ntzXfX+I+Vw2sDZihUJk9cUvhyb7N4xs+wkLRH8Qaf0j4Has1HaPXLGRPvCdCPzFZQdpJmlWN4s9eJpO9DdT9aTNegeWIelQmpCwqFiKYhajcil3VDI1BSK8nWtLQF/eztjoAKy2OTWtoPW4/4D/WkwlsY3j6xD2ttfIPmifYx9jyP1/nXM20waKvR9ftReaFew9zEWH1HI/lXk1szldoJ61zVVrc6sLK8bdjXeLzVyRW54DuBHcX1kTydsi/Tof6VlWoJhAPXFNsLgaZ4itZ84Rm8t/8Adbis4O0jatHmptHqFFFFdZ5IUUUUAY/iabydBuSDgsAg/E1wltnZuNdd41fbo8a9mmGfyNcpFgxD6VzVn7x6WDXuNmTrGQCfasCwia58SadCOczKMfU10urcRtn0rG8IL53juwHXEm78hShuXWdos9yul32kynujD9DXx/cDErj3NfX923l2cznnbGx/Q18gTnMrn3NdkTyyGlpKKoQUEUCg0DEopaKBCGm040hpDEooooAB1rb1Af8AEm0ts9Uk/wDQzWIOtalzLv0qyT+5vH5nNAIzjXo/h3MltavyQYl59wMV5x3r0bwf8+kWpznG4f8AjxrOt8J0YZ++dzCP3Y+lZWp5bg1rxjEY+lZWqqrKNrbWrjPSR5n4wg26lDOBxLEAfqpx/LFc9XV+MRmOyc9dzj/0GuVrtpO8EeVXVqjQlIacaaasxEooooGJWtog3TyDP/LMmsmtfw9g6iEP8aMv5ilL4WXS+NH1XppMmk2rPyWgTPvlRXz/AAIRd3cXPyycD6MRXv2jMH0GwYdDbRn/AMdFeGGLy/EWoR54E0o49nrkr6Siejl6vGovJHT6UP3Iz6VavOIiO2Ki0xf3Q+lWLnaYyG6YrNmqOWuk3RTp6oSPqOf6ViCt2UETbS25TntWEOg+lceJWqZ9BlEvclHzFpaQUtcx7AUxqdTTTQDDTDTzTDVoiYzFdl8NYPM8TPJ/zyt3P5kD+tcfiu9+Fyf8TPUH/wCmKj/x7/61dFDWojyczfLhZm98QjnSrOHH37jP5L/9euWs48KF9K6b4gHC6cO26Q/otYFkMgGu2t8R85hvgLDpiOsZ22apbN3WVD+tbc3yqT6Cse0jNz4jsIf706Z/PNZRV2XN+6z1xvvN9abQxySfWivQPLI2HJNQOecVK3U1C/BpghoPOKjlp4+9mmyjIoGioetbOgj5Jz7j+tZBFbWhDEM3+8P5UmKWxo3Kl7aVR1ZCP0rx6yQefg+tezV5M9sbXWrmEj7krD9awq7G2FerRoIu1KxNTZvNyO1bnOzA64rE1JfmJ71znoI9W0q6+26VaXGcmSJWP1xz+tXa5rwNcGbw3Ep/5ZO0f65/rXS12Rd1c8apHlk0LRRRTJOV8cD/AIlluScfvv6GuZthlVNdR44A/siFj2mH8jXMW7oIA6njFctb4j1MJ/DMvW2HlOc1nfD1DN48hI5CK7H/AL5NP8RTbbf0zzWr8IdNZ7y/1Nx8qqIkJ7knJ/QfrTpLUnEO0T0/Vm2aPev/AHbeQ/8Ajpr5CkOWNfVvjC6Fn4P1eYjpaSAfUjaP518ov9411o84bijFLmimAlFLSGi4gzSZopKBgTSUUUAFJS0UAIOtXyd2mJ1ysh/Uf/WqhVyFt1lKhPQhh+H/AOugCvXoXgZw2l7e6TMPzANee11nga88u+ntCf8AWqHX6r/9Y/pUVVeJrQdqiPU92IMjtWRqBBj5yDjrWjC++36dqzdQwbYgjkVxHqo4Lxf/AMe1n/10f+S1yma6nxaMW9lzzvk/ktctXZS+BHl4n+IwJptLSVoYhSGlooAbWjo0vlanA/o4qhUlu5jmVh1BzQC0Z9ZeGWz4X0/PaED8uK8VSUSa7LJ/z1lk/UmvW9CvEX4eW15G2VWyMgI9gT/OvFEmMUySjkqQ31rzsXKzie9k9L2iq+en5ne6dxGPpS3LZ3AjIxjiq1jLyMcqRuFWLg4ck9MU2Zo56XAuhg5FYY6VtSKDfegzWKv3R9K5MT0PeyfaXyHCkoorlPZCmmlNIaaGMNNpxpuKtGbEr0P4XD97qR/2UH6mvPK9B+F7f6TqKdjEjf8Ajxrow38VHk5x/u0vl+Zp/EMnGm4/vSf+y1j6cAyA10Hj2MNaWLkfdlYZ+q//AFqw9OTEQPau2t8R87h/4Q+7O2MntVDwwhm8XWjddrM34AGpdSlzuUdADV3wHaGTVrm7I+WKLaPqx/wBqaavJE1XaDO+NMY4pxpj12nnDDUL1M1QvTAaKG6UmaCeKCkV34rZ0P8A495P9/8ApWNJWvoTZglHfdn9KTFLY2K861iAReJLzjqwb8wDXolcT4ohMespL2ljBz7jj/Csaq90vDO0zNPC5NYmpvk8ela8p/cmsW/IC/NzkVzHpo7P4dS7tLu4852z5/NR/hXZ1wvw1ObXUB6SL/I13XauqHwo8rEfxWLRRRVmJzPjdd2iJ6CZc/ka5VF2WvJHToK6/wAZIreH33HAEiHP41xYceWozkKOvrXLW+I9PBv3DlvEcpZtnfoK9Y8B6Z/ZfhCyjK4klXzn+rcj9MV5NcwtqGu29svLSyqgH1OK96hjWGJIkGERQqj0A4rSktDHGS1SOV+Jsoi+Hmq5OCyIo+pda+Y2OSTX0F8abkw+C4ogceddoCPUAMf8K+e8810I4gpaKTNMYtIaM0UAJSU402gAooooASiiloAaatWZBfaf4gR+dVTUttIY50YHoc0AJVzSrv7Dqtrc5wI5AW/3eh/Sq8yhJ5FHQMaj9qNwWjue6WzAKVGDxkY71Q1M/Kw/Kq/h+++0aTYz+sIVvqOD+oqXU2DIZEwRnmuCSs7Hs03dJnA+LGybMezn9RXMmuj8VuDLaIOyOfzNc6a66XwI8zEfxGJSUtFaGIUlFFABSocMKQ0negD3TwpqbSfBa/Utk2xkgA9AxBH/AKEa4B2w+0HnvWt4Kv8Ad8P/ABFYknIkgkA9i2D/ACFZhABPueTXl4x/vEvI+qyCN6cn5/odToM4fT4yTloyUP8AT9K17o/u93+TXMeH5drTxdMgOPw4P866GSVZYFQ/ex606bvFGOMp+zryXz+8wZji4Y+xP6VkDpWpM22Z92MhWH6GsqubEbo9bKPgl6js0UzNGa57HsDiaaaTNBppAIaSlpSOKZNiM133wxONVvF9bcfow/xrgjXc/DNwNcuVz1tj+jLXRh/4sTyM3X+zS/rqdR47GdNtB/03/wDZTWJbL5VsOO1bvjJww0+HqTIz/kAP61iT/JEB04ruq/EfNYd/ujFvH3XLIeg5Ndv4PsxbaEk38VyxlP06Afp+tcLHA+oamlrHw9xIqZ9PU16vDAlvBHDEuI41CqPQDgVdGOtzHES0SFNRHrUpHtUb9K6DkGGoXqU9KYaYyKg9KXtSHGOaATIJKu6NKEuNhP3wRVKU8dKZYzGO7iY9nGfzpA9jsKwPFVr52npcKPmgbP8AwE8H+lb9RXEKz28kLfddSp/GoaurEQlyyTPN2G6PFZGpfLFjIrbdDFI0bfeU4P4VjankEjHDdK42ezE6f4a/8e2of9dE/ka7vtXDfDYf6FfnH/LZR/47Xc9q6ofCjysR/FYtFFFWYmJ4sG7w3d8ZwFP/AI8K89dikQGM8Zr0TxT/AMi5d/Rf/QhXnF1G5tgxPAU4rmrbo9HB/Cyv4Qtftvji2JHyxEyn2wOP1xXs9eY/DK2L6pqF0wzsjCfiTn+lenVtTXunLiXeoeJ/HS+k+2aVY/wCN5sepJ2/yFePV6t8cz/xUOm/9eh/9DavKa1RiLmikopgFFJmjNAC4pMUZNJk0AFFJS0AFLSUUAIaF60GgdaBFiY/vSfUA/oKjzUk+T5bHugH5cVFQM9E8FTGXQ/LAyYpWXHscH+tbeoDFtj1rmvh648q+Vs4Dof0NdNqYJhBPAz+NcdVe+z1cM700ee+KRi6tl9Ij/6FWARXR+LU2z2jeqMOnv8A/XrnCTXTT+FHn1/4jEopKKsyFooooADSUtIaBHXeDbkx2OtQE8SwRHH0kFWzgtxWH4WEkuoPaREb7mMooJxkjDf0rqJtG1OyjMk1sWjHVozux+VeXjISdS67H1eR1qcaLi3rcfpTbL9B/eBX9P8A61dGAQpJXGBXLWLj7bbkf3x/OutY7osKOcckjiow791o1zNWqxfdHPTj99K3+yw/SsytV0y8gz2b+RrK7VGJ+JHVlD/dy9RKKWjFcx69xKMUuKWgBKD0pcU1mC9SKB3GkV1Pw7nVPE6Ln78br19s/wBKzdN8PS6iizTyGGA8hR95h/StlPDVpAjrBJPGXQozCQg4Iwefoa6qUGmpM8PMsRTqQlST1LOoeOtL1fxObOBJnigzEk6ruVznkgdcen0qK91my3SRNcKkiSGPa/y/N6c9TXMG3tPCU00as01w0ZkgOOoz39x7fWuLmla7LTOzb5G3H+lelyKep8r7SVP3ex7Z4LthNr0tyR8tvESv+83H8s16FuFeE/DTxDc2HiiHT5ZXktr8eVtZs7X6qR+PH417huFaQjyqxjUnzyuSMRmoHI5pxOahcVZAE0wtRmm5oAazU3rS45pwUCmBWk4FUyxSQH3q/KPl4FUJR83NDKO2hfzIUf8AvKDUlVNMYtptuSc/IKt1mZHB69EIdXmA6OQ4/EVyussSoCnGDmu38WxEXdvKP4kK/kf/AK9cNqGGV+TjpXJNWkz1qDvBM674aHOm3rf9Nx/6DXc9q4f4akDTr1B2mB/Na7iuiHwo8/EfxWLRRRVmJz3jGTy9E29pJUQ/qf6VxpCzWuAARjkV2XjBA+hlj/BKjD+X9a5O2j2xIenHSuat8SPTwfwM0PhsoVNTyMMJEB/Jq7yuF8N3kGm6tNA5CR3e3Ddg46Z+ua7qtqb904sQmqjufN3xamurjx5d+akgiiVI4tykDAUHj8STXDCGUjIjcj2U17v40ugniOYMFaIhU+ZQw3bR61zzG2BO/TrZiQPnSMcfhWyRkeUrDIxwsbk+gU08WV0xwLaXP+4a9EuWhCKN/lqTkD7v0rNLsJfklV1zk8g4q1ElyOQ/s29zj7NIPqKeNIv26Wz139pEWzkbgeQK0oIwFLOCuOnPWhxsNO55kuhakzxoLR90jBV9yamj8LaxLGJFtMISVDM4AyOtepuyhrZcbsyrz6c1mGVF061DMP8AW4P070rAeeHw5qSj54NnOBuPWnJ4a1FtvyIN3TJrtXPmyFjtClywGCPz5oiaUSY2K45H3sU0hNnH/wDCKaiv3/LUZx1zTG8PSLgfbbYk4xjdj88cV3SXEpYCWB191bNPk+zTHdJC8mOglTIpWC5wMfhy4kBP2q0AHrIf8KibQnRgDeWrEnACMST+ld01lb+ZlNNiZu5KcCqN+fsw2xrFEe/lJt5+tFhnJX2nTWUcSSKSSzYwD04/L6VUFrcMMi3lI9dhrvdOdQjgkYA3Buvfk0LA13OkVtNmRj03Z/H8KEgvrZCfD2xmSK9lljdAWQLuGM4B/wAa6LU5UZGzx2ArVsLNbKzSFecD5iepPrVDWIBIN3PToK4KjTm2j2aEHCmkzifEdlNqFpbm3hMkkbnOOwI/+tXPw+G9WuWjEVm5MmSvI5wSD/I16bpkaxQsSeSTnP0ohkH2y3Y/ICknH/Aia66S9xHm4h/vWeaN4X1Zdu624bnIYED6+lNTw5qDniNcYznNdyZg8MQTaSGZjkHgc+9RndGo2FW6jrjNapHO2cgnhXUnUELHg8feoPhq4QfvbmCM9cNnJHqK7YTzoq4tgVxyVephKjR7XSfJ6jGaGgTPPh4fnYgLdWxB7liMfgRSyeHZo8br2zH/AG0P+FdzNaWbqcWKPj/pnyT71DLbpDCXFnbQ4HH7sE5pWGc34e0qe21qxuklRkSdcsoOMf1r1aS5Cx8jt1rzuCc/afMZ9xQ5XPYd67fzY7mJlOcHg47VzVkehgno0Um0O1muFuosxyB952Hg/hWjPiCEIRye9RaVYzQyO8shKDhF/rV+6TfAynv3rmcUj0HUlO13scq8iC6YryCayCMEj0rXng8uV3GflBI/KskLiuXEvZHs5SrKb9AAFH0pGdF+86j6mm+fDtZhKpCfewc4+tc6hN7I9R1qUd5JDsUVW/tGy/5+U/On297YXFzFG14qI7AFgOlWqFV/Zf3GLxuGSv7RfeieKOSeTy4ULt6Ct/TdCjiH2i7KvIOVXqq+/uatXEmiaTB/o95Hs25JLcsfWueudbu9WRrfS9yqrAM4+8ee34V108K1ra54+KzTn92LSX4nXW1wv2jy0ffgZOO1TzSAd8ZNZlkqWNosY5bqzHqxpXkLuCc4HOa0POkzM8XWUd7o7yCMtPAN0ZHXnqK83TIGSAB6HtXpd7cDBHXPaueceHVkni1Gx1CW4dlImtZVQJ6jBByT3roo3ehwYqKXvE3wz0i51TxhbXCI32ewPnyvjgHHyj6k/wAjXvflsB90/lXnujfETwroWnJaWWiX1rEOSqIrFj3JO7JPua01+LGhv0sdSx3/AHS//FV0WZxXOuKsP4G/KoJt+cBT+Vc7/wALP8PlSzR6gijqTB0/JqmPxC0Eg4e9OED4FsTwenegLo2trH+E/lSiJ8/dNc83xH8PoxVpb0MvJX7Mcj9aRfiX4dJ/1l9xwf8ARj/jQF0dF5Tf3TQY2A6VhL8RvDrHma7H1tmp7/EHw8qhjczbT0JhPNPULo1SjMMY5qlLbuzYIwKqf8J7oe1tklw5HZYDn+dc1rXxF2oUsLVUZuBNOQcfRR1/E0FXPVNJOdPjX+7lavVxXw11K51DRbv7ZI8kyXbfMx52lQR9O/FdrWbM2c34u4trd/RyP0/+tXAalGDGZB8ozwK77xcQ8EEIPzFi30FcHqLqiEMDXNV+I9TC/wAM6L4bSBTqEZPLeW4H5j/Cu/rzD4etI2uyCMfuxA2/8xivT62p/CcWJVqjFoooqzAwfFOP7MVT/FKv6ZNcugJjzXQ+LnxBbJnq5OPoP/r1zsswgt+eMDmuatrI9TCL92UruPdG5Fdz4Y1B9T0OGaU5mTMch9Spxn8RiuC069XULWdcfvYZSjD26g/iK63wLu/su8UgALeOB9Nq1VJ9CMZFcqZwfiOfdrF8VOT9qccjjr0/Ks6HzIQwUF4SeF7j2p2pTtezvKv3pXZiF9SxqkLg2iKrfMoXn1yK7UtDzia6ntlH7/gnnDCs1obaVhiJTuOQRU9zced8rDdnnB6YqmEhaRXMAAA4Kn9apEM0re0VHRl8yPHdWODV1VkLoDOG/wCui9ay4SqBCssicYxuzVkSStIT5yt6ZH4UmNG6qDfAJVAIcAMpzz16VzV3NJBZQLzvMpAx2HP9K0nklkaIf3ZUYY7fMM/pXG3l6PtiIBvjjlPAP3uT3pFHQ4jjtWYsgmflFB5bpz7fj1qs8s6uQcBieAfcetZCXE97dNGZGGXLbVbhcAcVtpCyEu7ZbGc5z0qkSyJLq7DBGjJGOeatQX8/MZXaB0JycUxSQ+QOc4OKlnkIGFGNowcnrQBck+1SWck0cZaJSAXGPlz3NY+qpBJHbPbueFxICeS3erb3bfZpIlICyADGOw7/AFrNmkjYhn4IBGakos6c6R3bbhhDCST9CP8AGul0KK3kZ7iJB12hsVxGnXONWL7iEWJhx36cV3+lMIdFjlwASCxrKrK0DpwsOap6G0BuQkVj6qxUhVPJGak0G/a/0zzXHLMxx3xk4qrqnEkhzg8YriaPVRDYEsjrtVhnoTg81BcgJc2zR8J5b5B7HceKbC7RxuU65FYes3BtYIv7zNKAPQFhg4ruov3EeRilaqySyf7ThpCqopOCxA2jkZ//AFcmlmlbzGMJzCHyrDuPpXPxX8iWsKITH+8JZg3LegrUsbeVrYMzsQwD4ZvbNao52S/abpRuQbhjsanS+uYyr+UQW6804rjC9s8ZqVHxCSynJ+UZNMRatp5p3VUAMjEYU9efrUMqjddw3gaO424jUnowPftUMc7Ix5AYEHOeR9KrXVx50sryYPmnJ4qRozwgS3lz8zBTz68V2FlIrzBd53EBio5GcZ61w9/KiwskZ5IwQK6Pwq00urBZGDIkPGM+g59KznT5k32OihV5JKP82h3MIGAO5qO7G2FznoKzX1Jo/EEFoMbPLZmJ+oAq9qPzQn3Iriep6yVjm7pTNvjYkB1K5BwRkdq5Q6EzsS15KR/tNXWMf9I65Aast0YSOu0cMR1969PLoxlzXR5GaVJw5eVtXuYEvh8qVLyll9WJqWKwhs7OeXG4vhHjZ+G5yOnXp0rc2lUA5HoBVa5t1m0/zAPuLhB7seTivTdOF0eP7SXK7lK10eDyizbC743MV4Oew9qJtEt3hZCcEdGHHNayQqYFwSp4Jx24PrSGJD1arsjO7sc3FosMU37yRSuM881uWrwQKrRSqjpwvow64OKlNtGWyQx7dKX7ExX5ImPuBQ4xtYFORej1yJlCzALJnsOv+IqSXU4pFID7B/vYJrKksAVy8Z2gfxEYFZbWZJJRDt9FkYVxVMBTm7rQ7qWZVaa5XqbEsg8ppfMBJ+6Sc1kzebkbZPMHoea1l8qHTYFmBUbD94k85JxWdMltKSyIpGOq8YrmjTVO8UdE6sqvvMdEskhG5flI59jWhbwK0m3YeB3HTNUobfYoEbypg5B6j8jWhuuNoG6Nh9CppkFpkjS2kLKpXHOB1qsGCR3rDAzCmDx/cGKtBQ1qVkQpxyQc1m3zCBrwHG0QooI74UVIEN0xfMa91GecjNRZ2EKYyVznj6U+1Q3CM5yg2gknhf8A9Z7VXM5GGC4OBj35poC8LmLcFZWXpy6cGke0sZiSWQZ5IUFTmqa6hKGCujHPHFWre/wfLMZySMFh+lDGiN7GyVxhbhif4VkNQTwxWbfuoEifrnO5vzPStZ7mU27OkRwMAsueM1mahEPKtplk35QGQ8cNUlHqHwkm32+qx5B2vE3XrkNk/pXoF/eR6faNPJk44VR1Y9hXl3wenH9p6rCCPnhjfH0Zh/Wur8UXm/UY7YH5YVyw/wBpv/rfzrCbtqaUoc81Eo3V1LdyvNKcs3YdAPQVharGJYfmGcVqK4ZDWXqT4UKO9cbd3c9iKUVZG78N4VQ6g/8AHmNc+3Nd/XnXw7kK6jexZ4MYb8j/APXr0WuqHwo8vE/xWFFFFWc5yvi+OULbzAExLkHHYmuT1X95bxrvKI8qBiDjgkZr066to7u3eCVQUcYNedapZhrC5s5gN8ZIOfbuKwqKzuejhJqUOTqjc1TQ9P0eNJbG1SDzG2yFSSW44zn8ai8F3eLzULHJBbE6cf8AAT/SuA07x1r1xcQ6ZqEAvoDKoWWNMyIBxnjr+Ndx4etpE8UiWMyMvkOspIwFyRgH8RVL47ocov2DjPdHn+hQ/bLqCA7md0cZ7DAPP1pJMR3LwXC+XMmUYN/SnaBNJYXscpRSFlYZ6YGTmpp7aW7aWZ8SyO29s9ifSupM80yri1jR8qwKk9M1CEjEq4AwBjFSz2W2QgcevJwKYLEsFXfKuOhzVpktFswqxTb+IzUsdpglsc+tQpZMjK/nyk/71WEULkGaTochmpNgkK4aOPC8bRnI7YrkLi1n+2LsQ5OBwBwea6iacQoxG9uMcnjFUYriF4GmdAsmVAb0HOP51BRElmLKNMIC+z5mUd6QXWG3MGzjGcVN5zyZVdrnHY9aWKVlQ+ZCw71aExEvFXBY5Y/NzUpu4JCR938aDJbyOMFRnrxxkU+KGJ5HVwCo70xEGVC7tybTgcGqF3IpDEAkHpx1rfW3j2EiNR7gCsvVPKhi+Q9D6UhoytL/AH+pwWzAKTvGR7j/AOtXos+INLMIHyhAo+mK890Bov7csppuVMjBhjsM13eqzx3Ae3tt6LIoKsefbiuarq0j0MHopNbjvDbE208pyct/n+dVNSu/OvCq9FrWhZNL0HZhQxGMD1rn4UDu0jnGTkk9h61jJ8020ddNeyppSJUDLHvI69PwrC1yGSbAAPAAHHTJHFbUzJuJ3NjjhT0FZst2st2sUkZKHGcnng8fyrqjG0bHk1anPNyMvTdPeSJppkGAuEUjvmrbylP3e0gY4XFTvcqrMsRXaCRtpoeUSBjFkHnINaIyY1LscHLBVH/1qnW+h2AMoHPY0pnhKlXXaeo45pCsZRWUqcnkVQhpZJGwjKSfU/pUE8iFcAgnPatRbaEEbUUnqfrTZ4YkUk/KfTA6UgRylzLsmLbAVwQcjrkYrtfCSbNP+0Y5ZVX8AK4m7YS3PlZwMMc49Oa7vQry0i8L2+1GM6KGYDgYyetZVG+VpHVhVF1U5dCUsZNYUAA5cEjP9PwrR1m78i329CelQaTCGv2umwfQkVS1m5+26gQv3FPasa0k+WK6I76EZJznLq/wKYY7CxBIAyccmoTeO7cROOc5C1PPIYI9qDJP3uOnp/jWdJcys3VQB7V6mBo8kOZ7s8TM8QqlTlWyJJrknbhWHzdTTY5Q9isZHbqKzp7t0UsWGB7YrP8A7Y8uFY1G5to49ziu+x5bl3OjWceSc5x2z61NHLEcAk5xyAKxEuJmiEexQduW55Gen8qswxyEBmYHPXk0JaXHfWxtGVTwiAY/vHFNkMpB2yBVPdfSqsQQNzGrdOSTVsJuICwj3xUj3K8kcaQsHbcfVjVPzkSTaCD6AVotErHHkng9lqo0beeSIjj1PGKaYNC3NwVhSNhkEdCOOay3SIkgQYweSpxzWhPbLLEku/5sZIH+fpVMxqBgcEHJ55rzJfEz0Y/CiSJwAxWZ1APRjn+dWvNmcKMoy49MVF5CND8jAE9uKkWyO4NkjA4zUsostO5tnUgqShrC1m9kidomZtzRxkj/AICM1tCNo0Kt0YY+lczq6tJdNKVzk/NwfQCouNK4jXbtsijyEKjlhyWJAJ9q0Y4ZnRDKeAMA4xVa3sSkaTzIQ7NwBzgduKsC6w3LHg84qkBYAXIJXpzjr+NTOVRFZVy/c47VVW4Ugsx+gHep3lt3OA23PXPNMRMt40NpJGn3ZE2kZPP5VkSsjJk8bQcVc2fJuAO3HBzWXeuoR8HtUspHd/BqYP4pv+T81l8v4OtdNrl4st9eXEfzBpMLjuBx/SvOfh5qEtnq0pjB3vZyxKQORkg5rvNLtjqGtWdt96PzQ7em1eT/ACrkq6ux34WCSdR9CPSotQtrQxanBJBcbmJR1xxnjHrxjpVXUz+8PsAK7HxXMRfogI2xw5PsSf8AACvO7y7NxdMAThTisZJJ2OylJzipM674fMBrNwueTAf/AEIV6R2rjfAGmfZ9PfUJAfMuDtUnsg/xP8q7Kt4K0TzMRJSqOxgf8J34P/6GvQ//AAYxf/FUf8J34P8A+hr0P/wYxf8AxVfEFFWYH29/wnfhD/oa9D/8GMX/AMVXP67r/ha+k8+08W+H1lK7XR7+LDjtzu69q+QaKTSasy4TcJcyPoTUb7w1JKd+t6UJBn5o7yNvyZWqhoHiLT9D8X2M8OuWxtzKscxN8m3Y3B3ZOMDr+FeFUVKgkdE8W5qzij2238Q6VFJKp1Owxvcf8fCYI3H3q4PEekYUDWbFexxdJ/jXg1FaqRyHvD6zorEA65p5B5OblP8AGpX1bRGXA8QacMDtcR/414FRT5wPdZte0QKuzVrJj3/0pMD9aq/27pCqdupafuPJzOn+NeKUUuYD1a/1mwunSE6rbYdgpKzLgZIGSc9K9J8WN4CHh0to+taEt1bhcJFfRbpFHBGA3J75r5gopN3A9RXV7BHDjU7fg/8APZf8a1IvEGjyRlW1G1U7f4pl/wAa8aoqucD2k61osgOdTsemCDcJ/jT49V0MAY1SwBOM5uk/xrxOijnFY9wXWdHQts1mxXnp9pTkfnTb2FbiJJVkV4nwyspyGB6EHuK8Rr2jTyf+Ec0vPazix/3wKalcClpUf/E6tkAxhmx+RruI4QH86KNPMI6sen0rmtHiU6xA5AzhiM/Q12UMSqhzzxx7VMoJ7m1KrKm7xM65jkbieUkDnaBxVGRyAV2BUB785+tbVyFUBsbm54Fc5fz/AL/DHGDkKOAKIU4rYdSvUmrNkF7cPGnLLGCOABzXafC7w3pmq6FqF/qFoly01z5amQZKqoHQ9Ryx6eleZahI07kluM8Cve/hzp40/wADacuMNKpnb/gRJH6YpyMTx7xLpb6Rr93YMWAjc7T/AHlPKn8qq2dx5aYfewXoRzXo3xQ0xBeWt/sBEqGN8eq8g/kf0rzqIfZ5iFO5W7VUXdCZfzGCVI+9gjFKkETPkqCeDkcZPvTooUYIxG0Y5WrkEC7sgkj0PpTEQG14VsFST1FNuIZGQgtuPrWl5DYxgDGTzVS44jbac8Hmi4zkb6AQvkDJ5Ga6LQVD6esUke5dqsMnH4Vl3SK8hBHAHNbmm6c8kUDCYKhjGAO3FXTgptqWwnOUGpR3NTbclAqYiUDgJzWfLHPAcpaszersBWpHp90nSQY7HNSTI0Yyzg4rSGFpRd7XKqYytNWvY5iee/lX/j3A55JbP9Kz5FvSrMyBfYLW1fajJAGAiJ54wKxLnU55DtW1yx9Wzj8K9CJ5UzLuYrjOG5yOgNVmW1hSJpM78A7V4/Or11LctE5lQAY6DtXPyTtMBxnPAqpSV0iIptNo3ob+DO9nIJ6gDr9a0RrVqmBsDZ9eBmubgtnm2JkJ6gDkVr2uiu9wu+MMD3PQ0NhFG1BrKykBbQE+zcGti1u45QQ1s8WOcEcH8au6XpCLap5MUSSD+8OPwrRGlyE/vjkAdB0rnlPU6YwdjCEzliqQtt9cVj3cjvMACdgPOO9dVertUwxDDHgkdqwJ7YRuqDqTg5qoyJlFlO5sSQmVKnAzj6VVGnlwfnkAPdTxW/JDM6llcYPr6Ui2020ruAz14FedzXO5KxjrpLhP+Pl+O2asLHLGcecxz2JBqWaG65RHH1PNZMyXCyhWmzIfYcUrjsXJbw2zZcs2D9aopNbXMbykEBQQB+IPNZeqyzhWQTSHj1x/KvRfh34ROq/DTU/OU+ZdzmS2JHQxjAP4ksKl6DRyH2jdhcAg9MGmRFQTvgORweKpsrxScllKnpWlbypKoVgdzDv6/WqQmIwtpAuCg46Uq2sRmKHbt9R6VKqQyKBtGehB71LFaoB8obJ46+9MQi2kIVgEP17VkaxFHHAVTHXsMVtiF0LbJCD6HvWdfW5Jy3IpMpGh8NreWfxHDbwyLG81vISzJuxgZ/pXsljZaf4Xje5vbtTczDG7GMgc7VXrXlXwqUt43jwOEt5D+mK7C/0HxLeXck8lqZpSSN7TLgDPRRngVzz0d0jppPmXJKVkU9e1fzFnkyQ07lgCeQOw/LFZnhzRZdZ1Bbf5lUndLIB9xf8AHtXS6f8ADy4ndZtTugncxx/Mfpnp/Ou403TLXSbRbe1Tag5JPJY+pNZRg27s6auJhGPLTJ7W2is7WK3hXbHGoVR7Cp6KK2POPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvZ7IE+G9LIGP9Ch/9AFeMV7Xp3/Is6X/15w/+gCqiBb0dN1+px91DzXXWwVY+Tk9a5jQ/+Pw/7jV00X3T9KpjK2oThYzjjIzxXHXpaWUn0FdRf/c/A1zcv+rNCBmb5DT3UcKjLO6p+JOK+nbWBLW1ht0+5Eixr9AMf0r5t0r/AJDen/8AX1H/AOhivpkVMhHKfECyN34ZeVVBa2kWT8Oh/nXjzRKuAOB2x/Ca948R/wDIuah/1wb+VeFn/Wp+NVDYTLMSsoAk+Y8VdjCqgwwHHeoR9wfQVIv+rFUBocBF46jFZ96AICoHar39z/dqpe/d/CkBzLqd7ggnPFdbpsRSFAUONowR9K5d/wDXH6129n/x6w/7i/yrajuyKmxMkJAHJ57EUsijBUKM/SrK/dqNvviui5mc5qFkDl5Tgd65y6uLeP5IIjI49OB+JrqPEf8Ax7H8a5Bf9T+FdNPVHFW0IIbS41XUbewGN9xKsQVfc1ztsUhfy5V2lWPUdPau48H/API+aR/18j+tchrH/Id1D/r4f/0I0t6tvIS0o38y2jpI6g8Efdde1dVoxlYrG+Cex7GuLsei13Whfdi/3quewUXdnZ2Y8tVyvGKuO6MDltv1qvH/AKumPXE9zvQXHlxxnGCfYVydwC9/znOciuok+7XLy/8AITP1/pVLSLIlui2qBUByTng/WrKqAvyj8agP+q/GrNt/x71w3Oop3QcLxhQBya5i9nVJmQDn1rqr/wD1Zrjb7/j4NCAzrhDI+AMsx/Ovprw9p6aT4d0+wSPZ5Fuilf8Aaxk/rmvm+2/5CNr/ANdU/mK+pRUzA+efE9klr4g1K12YWO4bHHOCcj9DWVbAlhEVztPWur8d/wDI8an/ALsf/oArmo/9en+7Vx2Ey5HAnJJ+bsRVyKAhMjJPUcVTTqPoK04aoRBJFtG44ANZV4xBwenatuf/AFa/71Yupf62kM634TwD/hJ7l8fdtDz9WWvZK8l+E/8AyF77/r3X/wBCFetVlLcYUUUVIBRRRQB//9k=", "path": "003085.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003086
Men Tshirts
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", "path": "003086.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003087
Men Tshirts
{ "bytes": 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", "path": "003087.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003088
Men Tshirts
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", "path": "003088.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003089
Men Tshirts
{ "bytes": 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", "path": "003089.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003090
Men Tshirts
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", "path": "003090.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003091
Men Tshirts
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", "path": "003091.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003092
Men Tshirts
{ "bytes": 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", "path": "003092.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003093
Men Tshirts
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", "path": "003093.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003094
Men Tshirts
{ "bytes": 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", "path": "003094.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003095
Men Tshirts
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", "path": "003095.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003096
Men Tshirts
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"path": "003096.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003097
Men Tshirts
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", "path": "003097.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003098
Men Tshirts
{ "bytes": 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", "path": "003098.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003099
Men Tshirts
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txTtvNLRQMMe9IRSmmk0DENGaT6UUCFz+FJmkzQTQAuaUPiot2aUHvQI7v4YeIjoPjK0Mj4trr/RpvTDHg/g2P1r6dr4rhkZJFZWwwOQfQ19deE9X/t3wrpuo7svNAvmf744b9QaAZt0UUUEhRRRQAUUUUAFFFFABRRRQAVwfxX1f+zvCTWqNiS9kEf8AwAct/ID8a7wV4P8AGHU/tPihbRWytpbhSM/xN8x/TFXSV5EzdkeZSNuJPeot33W9ODSnt9KYDwwrsMhzdV+tIDlGPqaQHcoHoaTP7vHvQAj/AHgvoM07GCBjk01PmkY9cGn5wGY0DE4JpQpzTU5qTHrQIb+VKOlLgUo60xDcUvc0HPb9KXGfrQAYpGPy9e9LjAprfdPpxQBG3zOMfQU+GLbGr7h8xPGcnP8Ak1HjcuD3NTInlnOdx9Sc0raldB5xuz1/Ck49DTupyKUYOc1RA3mjbTsA4FHfrikMZ0NLTiMfSkxnnGKAGMKQAHGeakK8c00D0oAb0p3pSY5x1NN3AHB49KAJAc8YFLnJNMU4c0uQSTQArHK4HWmjjpSg/KQeuOaTsM0hovWwE8b27nCyDGT2PY1kupR2RuGU4I96vwNtcYPSm6rGBMk4GBKuT9R1/pWFaOnMaU5a2KNHFNzSZrnNhxYBfwqvOxlUDsTUpGRUYQnaD060CJEVVjxtFKuFJFIzdhTQaBknHoKKaDRQA7NApKKQCkjFMNKab3pgFFH0pDSAOKjd8U5jxUBOWoESouaC25sDoKHbYm0dTTYxgZpgSoa+g/gdqv2nw3e6c7Am0n3qP9lx/iD+dfPanpzXqvwOvjD4uuLTPy3Fq3HqVII/rSDofQtFFFMkKKKKACiiigAooooAKKKKAEr5Z8W37aj4l1K6b/lpcSYAORgHA/QCvp+7kWG0nkc4VI2Yn2Ar5JvH3Slh0JzXRQW7M6nQpZ+bmkIxIR60OMNmhzkA+tbkDFPB9Qc0E8kepBpu4iTP97+dIG3L0wR1pXGSIML7k5pSd3HamZ5pSwHHU0wJflQYXrQAT1psbZPIqXNMQnbilxR3+lAzQIAKAMehpfwpCRmgBDnNI2Ao+tOpkn3cZ5oAao+ZOnAzip+9RhRvyD04qTIx70IAU5BHP0oIAORSc5JyRzS4pgHGaUgAc038KceKAAfSl/WgEZ+nagn0oEGOKidsHFSEgdahcZ5pDQv8YOO1V5WLKT3U1Mf4SKrvwZVPddwqWUiYNkqfUZp4O1ee3NQIfkQ+wqVj8uAcgDn3NCAWPLZJ7mpCKbGMDtxTjTECHBqzdDzdMY94yGH06Gqoq9b4eKVCRhkYfpUyV4tDTs0zF/nRTc8CkJrhOkdnFMKggEk/nS5ppIJ6CgBQiY6nP1p2AAKaCvoKXPPpimAtL0pO1KKQBRn1opM8UABpp4oNITQAueKQkdKbmkJoARjUa/6zPpTmPBNRE7UJ7mgTHE73z+VSjjAqCM857VKvqaYiQYzXe/CKYw/EXTcfxiRPzQ1wK+tdv8KgT8RNJx/fY/8AjhpD6H1LRR2opkhRRRQAUUUUAFFFFABRRRQBm6/MkHh7UZZG2qttJk/8BNfJ1wePocGvp3x9MkHgXV3c4HkbR9SQB+tfMU5AuJB2JOK6aGzM57lc/Mv6VGOhX8RT+jYPQ01hjJ9K2II2Axg9D6fzqIuUfJ+jf41aIBQEj8qrSx8dfofX2qWhoRGYyck4AzT1yenU1DCcuQepFWEHJNKI2SxjA9alx3qIdqkyTj6VaJY4Y5ozRnikGKYhc5HFGOfek70Y5oAU1GxyyjHennPemgYbmgEKD1JH6UuV9BmjnPWnDpjNACZ4GPWnbvcUnJFIevPFMB+7gZ/SkBPXJxSAcdaCeKQDuP8A69NJxSdfag9aABuRTCeOaUmomPNA0OBXPXioZDhg/pTiBUchyjD2qWNCqcQg99vH1NSKeeOgqvvyVRe3J9qnHAAHSkhsmBwMU/jaTmoQeKkHQD8TVCF6EVcsWIlXnHPWqZ61ZteJR9aBMyJPlkZT2Yim5qW7Xy72dAcgSMP1qGuA6RTxTaXNFAwFKKbTsikAvelzTM0tADs8U3NNJppagB56U0mk3U0tQAE00mkJpOgzQAP0A7dTUJJdvYU6VsZHc1GvFMlkyjPA6VL1IUUxOBUqDAz3oAU8DFd78IQD8Q9Nz6Sf+gGuA+89dr8M7kWnj3SHY4Bm2H/gQI/rSGfVNFAopkhRRRQAUUUUAFFFFABRRRQBwfxcu2tvAc6KBi4mjiY+gzu/9lr52nOX3dyAa9q+OF7tsNLsQeXkeZhnsAAP5mvE25VfbiuukvdMpbjGG5aap/wP+NKpw2DQy4OR+P0rQkaRt47dRUbjI9jU330xn8aiJIyD+FDAozAg71PzCprWbzVJ7g85qORgHx2PFLAuzBHQ1kty+hbzUoORUI5OKkDACtUQyUdaCaYPrQetMQ4Yz604c0wfSnYoAD2pOM9KX0pucGgB/pSjpimUqNyaAH9OlJ9f5UHmkOaADg8UH0NJnB/nSMfpQAoOaCabn1ppbmgYrnjrURNOY00nFIY0nAzmq8j8lR3qWRsKTVRMknd1NZyfQaJ4/b86sAetRRCpsYGB1NVHYGKvPPYVMg43GmKoOBj5R+tS9W2joKoQdie9T2p/ej61Axy2PSprfhxigXQzLw5vrg/9NG/nUNWdQULqE+Bgb8iq1cD3OlbBRSUvFAwpCaUim0gAGn1GKeDxQAxuKSlYUnegQ00wn3p7CmYoGKKPajFB6UAQS8uPYUqdaST7/wCFKnWmSToKkZhjApidM09F3NQAqLgc1v8AhOXyvE+mvnGLmP8A9CFYRPNWbSV4J45Y22ujBlI7EdKRSPtEUVkeGdUfWvDOnajIFElxAruEORuxz+ta9MgKKKKACiiigAooooAKKKKAPn/4zX4ufGCWykH7NbIhx6kliD+YrzYHqPet7xjqbav4q1K8P/LSdgv+6PlH6CsDNd0VZJGL1Yj5DA0/g4NIee1C8cdqoRG2Ubjp2qOUAjIqw4ypH61UkJXINSwRTmbJz3qVNyqNpGe4NQzfMQR64NWlQEA/pWcdy3sPRmJ+Yj8KlHLHio1XGcipEB/OtESyReKXPpTM0uR2piHA9KdnHtTQORTj1PNMQlBpOdwzSg8/jQAvakBFOxxSEYxigBeKCaUDIpAuaAGjvmhxinEAd6QnPQ0gI2JPQU3PFOZT6008elAxD71GzYp/U0x1yKTGQO+eAKij++1TMtQLxM1ZsouR8VMvzNx1PFQIanj9q0RLJ1GBgdqU4QZ/yaQHjHegDcwPYdKoQBdq+/epITgio2NKpwRSAg1YEXxOc7kU9Pb/AOtVL+daOqrlbebrlSh/D/8AXWdXFUVpM6IP3RKBRSg1BQpphBp9NNAxpBpQaQ0lMQ5qZTxzTDwaQAKawpaX8aAGCg9KcRSGgCvJ96hKdIvekXimSWEGRUw4XAqGN+2cVJuGPWgY4Y+pqVF56/gKiViTgD8q7Pwj4We5vYLvUYitsHUiJxgyc9x6VMpKO5cYuWx7P8ILC6sfA6NchlW4maaJG7IcAH8cE16BUUSJFEkcahUVQFVRgAdhUtUZBRRRQAUUUUAFFFFACCqupStBpl3LGcOkLsp9wpNWhWb4gadfD+ofZoGnnNu4SJBksSMf1prcGfKMw3sWb7x5J96rmM885q5eW9xZ3TwXUEkMyHDxyKVZT7g1ASD0Nd+jOfUgyV6gingg0400gEfdGaLBcRulVZsHOe9WWHuR+NV5Y8j736Umhoz2z5gFXYzlBxVQKfOI7CrUf3QKzjuUyYdKepyKYAKdjArQkcGoJ46U3tS8kcUAOzzmnds01R2p2MgimITtSgZoApR1oAcAR3obOADS8YxSfrTEA70oyO+KbnHal3HBGKQxCc8HFMO70pwxmkYnFIBp6U04x1FKTxUZ60DQGmnNKaQ0hkMlV1H7wmrEme1Jb27zyske3cEZuTjoMn+VZspEkdWI6ijjJAO4YPtU6xt3YflWiRLaJFyRTicL7UgXH8RpdoPaqJGHGaciEnOPzp4AzinqD2osFyPUEP8AZysDwsgyPqKya2rkhtOnBJ6A8eoIrFrkrq0zem/dENJTqb3rE0HUhopTigYzHtSEU6kIoEAPFIwoB5pw5BFAEYpaTvS0AKfpTSKeOlIRzQB2WkeCV1TwN/a5YrJJdyQq2M42oCPwJzXFGzmErIELMDjivof4c2H2r4OFSuT58syfVW/+sa8g1K0+xeILiLGAHJH0pN2HGKkZVl4dv7ph+7ESn+Jz/SuhtvAquV869f3CRgfzrc0pgY1roIguO1c06suh1wox6mTpnhnT9MIeGDdL/wA9JPmb8PStyDiRfqKcMGlUYkBrDmbeptZJWR7LH/q1+gp9RwnMMZ9VH8qkr0jygooooAKKKKACiiigAooooA8e8caNZX3jG5lngV32IMk4/hFc1cfD22uUL2V28Lf3JBvX8xz/ADrtvFX/ACN9yMfwp/6CKfZJkAdq5HWnCb5Wd8aUJwXMjyTUfBOv6buY2TzxD/lpb/OMfTqPyrAkDwttkUow6hhg/rX0fHnkjrTLm1guoys9vDNkEfvEDfzrphjpL4kc88JH7LPnAnPNQSV7/e+GdAkUltHssnuIgv8AKuF8Q+GtFt4neG08ogH7jtj+darGxe6MnhZLZnlyD52+tWUGKfcRxrfzLEoREYKAPYAH9c0g+9XTHa5gx4UgZpx6CmqacT0qyRMe/FKCelAGTS4xzQA4HFLyabkk06mICMGlXrnrSEeuaUZzgUxDjg9KTPbNOx8uaaR6UAJ1HelAA96XHFMbg96Qw4Dc0NikJGetITnp0oAjOcn9KDmlamkjNIaCmscClJpjc0mMibk1bsQFMsjdAMZ+pAqvjrVmLiym9yB+orOWzKW42PgbTwRxUytzXR6D4ZtNatY5XuJYXb720AjP0rqrb4Xae+C+pXRHoqKKj61TWjL+rzeqPNAc0/7vU4r2K1+Gfh2EAyC6uD/00m2j8lArZtvD2i6Zj7Lplsjf3tm5vzOTUSx0Fsi44STerPEbPSr++I+y2VxL/tBDgfieK37PwTfOA15KkA7qPmb/AAr1G6YhTgdO1Zk7dfSuWeOqP4dDqhg4LfU838VaLBo+ggxO7yPOFZ2/u4PGPwrh69K+IIJ0FOOlwufyNeaDrVU5OUbyZlVioyshaac5pxHFN6VZmFFLnpRQAmaXik/CkzigBCOtOU03PNHSgQSDDfWkFPb5lB9KYKBjlODTiPm4pg4NSH+GgD6f+E8av8MNNQjhxKD+LtXknjvTja6qJcYZSY2+qnFe0fDOLyfhzoa4xm33H8WJrhPilZLFqkwYYWcCVT79DUy2HTepxGkT4VQTXSQTDjmuIs5TFJjNdFa3OQOa5ZrU74PQ6JJMipVOWFZ0Eu8e1XkPArn6mlj2WyO6ygb1jU/pViqmmHdptqf+mKfyq3XqLY8l7hRRRTEFFFFABRRRQAUUUh4FAHlmvSi68V3rBT8rCPH+6AKuWSkDngDvWbJcC61q8uFIIeZmGOnXita3AEYGc+4rzpO8mz1Iq0Ui3kDgetLv4qEnvgADjrVeSfb3oEF3L8p5rjdUgfUdRtLGMbnuZ0ixnsWGf0zXR3cpMZrD0olvEU94QSum2VxdnHqqEL9Dlv0rSmryRnUdotnkt1IJ9Ru59uBJcSPj0BckVEaVPuLnrj9aCMGvbSsjyuooAHOaU0LQaYgyaM4pAeenFBHGBTAcCcU4daYAOlSduKBMXH5U4cU3POcfjTgR60xDzj3pmBkfrQT160n4496QxckYxzSNz2xSd6Qd+9ADcUjAjr1pwxmlI45oAicngYFM709xUdSykL+FNNL2pB1pDFA4qYcWUv8AvKP5mmYwtLn/AEZ/eUfoDUVNIjhudj4HucIY8nIY/wCf1r1Wykyo6mvFPCNz5WpNHnG4AivYdOlzEMV5dVWkejSd4m4jjjtTZDn/ABqNWzt9KfIRt9qyZqtyhcDk/pWVc84wOpxWvNnrWXOOR6ZqGao5LxtH5vhm5bIGx0fn/e/+vXlfevWPFqtJ4ZvwuMhQ5z6BhmvJ67KHwnDiPjF7UmKWkP1rUxEooooADTTS5ppNAC0p+lNp340xCr3HrTOhpRwacw5B9aQxvep4ozKUQdWYKPxqA1reH4ftGt2MPXdcxD/x8UAfXOj2KaVotjYJ923gSIfgAK89+Mdt/wASuzuwOVZkP869Q7V5/wDF7H/CIpnr54x+RpS2FD4jwKFyZK3LUMxAzXPxZ8z0ANdLp4JUEDJrmqHfTOhs49sYzzV4EAjiorKEiME96tyRFR0GK5pbnQj1fQ2D6LZsP+eYFaNc14LvPtGi+ST80DlfwPI/rXS16UHeKZ5E1aTQUUUVRIUUUUAFFFFACVmeIb7+ztCvLkHDLGQv+8eB/OtSuN8fzP8A2da2ysAss2WHchRn+dTN2i2XTjzSSOR01V2DsB+tb0ZAUEA/nWXYqCgAxWngKnt6V56PTfYZPMR0PHrVBnDvgmn3PC7ieM1TjO64OD0pk3H3gKxk5rCt2CeF/G97jLLZx24x1G9jn+lbl44MR+lcvKMfDrxXOHOZb+2iI7YBB/rW+GV5o58Q/cPNwKaRUnQd6Ya9k8wRTzSn+VIB60GgBMjGO9LnngUAelGMHrQA4DjkHNOXkZoUd+tOGO5piYAf5NGDnpxRTs5444piEPB9qTOTxTiR6UnFIYuMjvTcfKc9acCRnmg4xTAZ70hP4GnUHHUUgInHPpUffrUjg+oqMipKENKo70lPUUAObrnpUfS1H+/z+VPkxtPPbFNb/j2X3c/yrOr8JcNybTLj7LqMEucANg/Q17JpF2DEuTXh9em+F7trnTYXJy2MN9RxXnVlpc7aD1sehRT5XrxVnzAw4NYUE5XAJ4rThkUgYb8q5mdSQ6Xk/rWdcgbD7VpHkdRntxWfdoduR1FQy0cl4mJHh/UeP+WTD+VeTDr3r2i/VntrlViWUmJwEb+I7TxXiw4A+ldlD4TixHxDqQmlptbmAn8qKKKQBikPFL3oPIoAaKcKbS0xBThyuO4pO1CnawzSGKwAGfeug8Dp5vjPR48feu4//Qgf6Vz7dMe9dP8ADtN/xA0NT/z9ofyoA+tO9eafGWYpoFlEP45mb8h/9evS68w+McbS2WnKAcZk/P5aUtgh8SPFrWDe/TJrrdJsyFXj35qrpmmgBSw4rqLO2CjgVyTdz0IKxZgiVU6ZPanMMk54qdVCqAKhkBGTkYrCRujo/A0xj1O4t8na8W78Qf8A69d9Xm3g5yPEUY9Y3HH0r0mu6g/cPMxKtUFooorYwCiiigAooooAK4T4hEiTTMesn9K7uuE+ImfO0vAycyY/8drOr8DNaH8RGFaSBQAM5zWiJMpycCsyzVggLD8O1XVJUjnJrgPRZBd58sjoP6Vn2hxKVJ57n1rTnOQf61jNmObNUiGT6gdts5z0FcxdiRPhVqkuRtn1uNCP91Af54rc1KbNgwzzisjUgY/g1luPP1wsv0CkfzWunC/Gc2J+A867dKYafUZ9+teuecLnjpSZGPpQSQCKaKAQ7cTS4zSAE9PSlxzz2oAUU/6Gmj1pwGKYhRS4AFJ3xilpiExR/Oncke9NGcdKQCgZoOOlA6Uh/WgBen400sSeaM44NNb0oGMY5FR8mpH6dKiGQKkaF4zUyjiogOanAwtNAyGQ9vensP8AQQe/mf0/+tUbcsPbmpjzp59nzWVT4WXHdFWu58ETZtWjz92Q1w4Oa6vwU5E9wgPdT/OuGovdZ10vjR6OSFwc4zU8VwA4GeaqurG3yTUFuTJdkg/KDjFcZ3bHSRurJ3/Gq1xzjn9akhBVACOKJVUjBUA9j0qGUjEuFy+5SR714jcxNBdzQsOY5GXn2OK9yuEK5K89sV4zr6qniDUAoCjzmOBXThnujlxS2ZnUhoNITXUcoClpBS9KAEooNJmgQnQ0dO1BFJQA7NJnmlFI1AEjcgH1rqPht/yUPQ/+vofyNcqDlD7V1Xw1/wCSh6H/ANfQ/kaQz6y7V518T3SZtPtMfMN8h+nA/pXovavKfG1x9p8UyIDlYUWMfXGT/Opm7IdJXkYVnb9MDitiGLaOlV7KH5cdDitDBCnP4VxSZ6USNwcDHXNVpWGcdD6VPK2VIPH0qlKxOVbnFZM0WxveCEL+IS2OEiY/yFek1wPw/tyZ7y5PZVjH4nP9K76u+grQR5mId6jCiiitjAKKKKACiiigArgviPJ5b6WR1JkH/oNd7Xn3xM27tLLEAZk6/wDAazq/AzWh/ERiWjiTAJPGDxV8HOVGEH51mWDKFALHnpnitWM5HG3+dcB6JDLHlcqOP51lXSHfmtuXJGM5NZd0Nu7jhePxpolnO6pMVtyD603xDEIfg9oLgk+dqEsjZPc7/wDCotcOIgO2ean8YywQfCbwlaKR5srtNt9sNk/mwrtwi9848T8J5uRxTcZNOPSm54r1TzxCM5zTMDOKkHTmg9OKQxF9s0H6UvNJTAcKd396j78mnA+nFAh5bkUD3pBnvmgH0FAh3brSLnGaTrS5J/woGGcig4yOeKCPWlOSOlAhhAJHFNPU04jP0pjdOtIYxunWmge9PI4zTMUFDl61K54piDPWlf0o6C6kWcsTU+M2Mg9AD/49Vde59anHNvMAf4Af1H+NZz+Flrcq9q6Twa7LqM+3H3Af1rm/Sul8F/8AH/csegRR+prhn8LOmHxI9EluwLMAj94e3pTtNhK4JBOeSTWZGTLcAehro7OIhFxgjFcTO+JZR/lIPb17UxpJV6jcnXOc1K0XzAMmG7EVAw8s7cn05PSoLKNwQ0jckZ/SvFdanFxrd9KuNrTNjHPfH9K9mumKsxGMgV4XKxkmdzwWYk/ia6sOt2cuKeyEozSUhrpOQdRmkFHagAJoz70hpKAHUw07rTWFADhQelNBp/WgAjPOPWuk8ATi28e6JKei3iA/icf1rmAcGtLR5mt9dsplJBW4jcEf7wpDPs414xqcn2vX76c/xTtj88V7Fcy+TbSyf3EZvyFeMWyl3MjdWJNZVnoa4damlb5AwBmp25GeevSo4lBXpyPalkchT9K42zvRXlbgnPFUJm4xU0snOOh/nVRyS+KhaspnpXga28nQfNPWaQt+A4rqazdEtjaaLZwkYKxDI9zya0q9OCtFI8ibvJsKKKKokKKKKACiiigArz74kjMmlgjPMn9K9Brz74mDJ0vjvJ/7LWdX4Ga0P4iMCzIAA281qxsvc/hmsjT3DKF/M1sQAAbjgnqAOwrz0ekxzKu0kZ5rMvF4P9K0ZO/P1rNumUIR61RBx3iBisRI9a53xHrUWqy6bbWjN9l0+wit1DDHz4zIf++jj8K3vELYhJrz+2bLv9f616GCWpw4vZFg9MGm0/qORmmkema9I4RM570dqWlGM9KAG9aADTse1HegBvAPrR14pTig9qBCij8aMil70DGjNO5zzSUHp1oAXOaXPakpQf8AJoAbwabjg0/v1pp6n0oC4wrge1Nx7VIeBTByTzSGPC8UyQ8GpDUL88UMEIBxUmfllH+xj9RTMU4H/W+6sP8AP5VnP4WXHcrmum8HqQbuT/dX+ZrmSa7LwvFs01MfemlJ/Dp/SuGfwnVTV5I6zS4suWPc10sKbM/LwR2rJ0+LCYxgZzW2uQnTmuF7nekOztQEfd9ucVTunTdkjJx64zVnzMLhsjqKy70na23aeOh4zUspFKWQuSuT0PWvED94/WvWNZvPs2kX1yjYcQsBuPRjx/WvJ+ldlBe6cWJfvWFpDRSVuc4opRTaUHigBDRmik70AOHFIaTPNOPNADKetMNC0AKww1amh25u9c0yAcGW5jjz9XFZr9jXSeALKTUvGukW0fDC7jkyOwU7ifyFIZ9T+IJfJ8P3z/8ATFh+fH9a8vtk2heK9A8bT+R4alGeZJET9c/0rgLboCe/aueuzpwy0bL4BA54qvM+AQW49DT3lABBz9DVOSQ7ThiQexrkbOxFaY8YJ3L+oqfRrM6hrVrbYyGcZ+g5NVZOUJ5+ldf8PtOZpp79x8qjZGT6nr+lXSjeSM60+WLZ6CBgYHSloor0TywooooAKKKKACiiigBK4z4jwB9DgnzgxTgdOzAiu0rnvGcAn8J3wOMookGfYg1M1eLLpu00zzfTjiMAHg9fetyFxtOB36VzuntltoP1NdBCQqoB17V5nU9QkkyW5wMdB71lXxGH9MHFarN3PbkVjXzAxk1VybHE+JZdlsQa4a0+6T611Pi2b9yR7YrmbZcLXqYNaNnnYp62LPBB60mKU8Ck4z/Su84gAyfamnhjmn8Z64pmCxJB4oGLu46Ud+KQUA96AD8aTgHrS80lABTgeMUlLj0oAMmhiKTv3oI70AOA+lKM4popcnFAC59abjnig80g4OeaABgccU0DmnHn3NN70AKeBUJ5P0qV+lQ4pMpC05D8z+6t/I0g4oh5lT3OOfpUS2GiDPFeh6BCESyjxwkeT+VeeIu9kTuxAr1HREP2tVx0XArzaztE7qC96501nGNuDxyQR/WtAHEeH79/eoYlG1eO/FTkjCjvXGztIJGYLuGCR1HrWXdPkEnBX3HSr9x8pLLx7HuKyrh8E8bs98UhnLeMbxbfQZYTw1y6omFHQHJ+nSvOK6XxtdefrCQLLuSGIfKBgKx5P6Yrmc1301aKPOqyvNjvxpKDRWhmJ070ZoooAWkNApTQA2nDpTTSrQIGpBTjTDQMefuH25rrfhXerZ/EjRnY4DzGL/vpSB+prkVNWNHvG07W7K7U4aC4STP0YGgD6l8fSloLG1H8cjOR9Bj+tc1bwiNM5+b1NbPim4F5riIvMcMS49y3zfyxWS8u0EFR7CuKtL3jvw8bQRRvXIkyR19KqSElRjr9aku/vg/NjvzUB+XscVzm99AjV55UiQEszBcD1r2HRtOXS9LgtVAyi5Y+rHrXEeBtK+037ahIv7uDhM93P+Fej120IWVzgxM7y5ULRRRXQcwUUUUAFFFFABRRRQAVT1S1W90q6tmxiWJl59xVykIyKAPBtOcowBbvk10sHzBeeTyfpXP3SG01m8gEe3y53Xb6Dccf0rcsScbic8c49a8uasz14u6uWZDtz3HQmsnUMmNunFaU4IBHpWPfS4iYHrjFCEzzbxZJlkXuWFY8XCdKv+Jn36qkfZRk1QHC17OFVoXPKxDvNkudxJ4+go5BpgPvS8Gus5h2c9aTJ+lBxmkOccUAGaTORTaXNAATxRjjikz0o70AO60oNJz2oFAC0dBRQenWgAz6Um6ikAFIY4HNGec5pCeelNHrQAv86XrSUHimA2Q+9MHFKck8UHgVIxCeDSwf8fEf+9TD9361Lbj/AEhPrUy2GhlgpfULdfVx/jXp+hA/bI2PTP8ASvNdFXfqkPooJ/SvUtJTaU9cV5ddno4dbnTgfuiP7vBpsrbfm5z6jmhZCqg+owaimYqSO3Uf1rkOshuZVIxn3xWXO4DcsduMk54qxdHJJAIB7j1rl/E+oHT9InZH2zzDyk993UgfTNVCPNKwpy5YXPO7+6F5qFxc84lkZwGOSATx+lVjzR7dKM5r0bHli5pDQaDQIKSlFFAxv40/t3ppoFACGlHWlNNzigQ+mGnA016BiZ4q7pmmy6pqcFtEOZWAz6eppun6Vf6rKI7G0muD38tcgfU9BXrnhLwkNDtxJOA144+dhyEH90f1NZ1KiijWlSc3rsdMZJHXzJXBbABcjrgAdPwqlLO7NkYP6ZqxcKnmhUYlR1pkgRV6HGOpNcEnc9BJJFCQszE559KIIZLqeOCNcu7BQPekK/vC3QH8q6vwNppn1GS+kXMcK4TI/iP/ANaqpx5pWIqT5Ytna6Tp0emadDaRgfIPmI7t3NXqBQa9BaHlt31FooopgFFFFABRRRQAUUUUAFFFFAHi/iuE2vi+/GNodxID67gDmrWm8xjqatfEmDyvEFtOFx5tuAWPTIY/0NUdMYiJcnJ7V51ZWkz1KLvBF+fJ3FuBkACuf1Mnyyc9ulbc7FkB96wNUfEbfTFRHctnmGtNv1qT/ZAFQdF/lU+opnUHl/vEj8qr54r3qKtBHjVXebAcGnjn3qPPPI4pwP1rUyH+/OKaelHXp0FGKYhAuKMe4penWkyKADFAFGe9GaQxQKXHHeko780xDhSHH40owBxTSTSGDexpAfrQOaXHvQAYyc0u2gHFGfegA20PxSimOaYDO9I3SlxzTT71IxpPzfSp7UM1woUZY4AHuSBVcd6mgcxln7pg/kQf6VIy54dgYaw6OhRogVZWGCpz0P5V6dpaZmj7DNYupaRHZ+Jnu4SCLyMPgeo7/jkV0WmL0+mB9fWvGrSuz1qMOVNGxj5c9OSD7Gq1yw2jse3t7VY3ZU54DHiqE8oY/MMZFc50GdcO6nOenfsfavPPG140mqRWuCEhjD89y3P8sV3t3ILeOaRgCiIznLYBABODXkV1NJeXUtzKP3krF2/GuvDx+0cmJntEr9T0o/Cl28dKMe1dZxDaPwpce1GKAEo3UpX6000gF60nSjNBoAUmtfTvCutaqiSW1i4hf7s0pCIffJ6/hW54J8EyaxNHqGoRlNPQ7lVuDOR/7L6nvXqF1NFbRhRtyBgewrGpV5dEdlDDc+sjz/T/AIWTcPqN8oHeO3XJ/wC+j/hXUWHgHRbMq4tFlcdGmO/9Dx+la9jc/aD8km71I6VqJnBNc7qSZ1exjDZEFrYQ2q4iiVR6KMD8qdI+4YHAqV5MRM2RxVaSZYod2AWPQVDGRsAgLNjj9aybi4Mkhyct/d9KsTyszqGPXk+wqhEw8xnJ+XNIRYjK4PA9/rXrPh+xGn6JbQbcPsDv/vHk15x4Z0qXVtbQshNvEQ8pxxjsPxr1oV1UI21OLEzu1EdRRRXQcoUUUUAFFFFABRRRQAUUUUAFFFFAHnvxRhJttNm7LI6Hj1AP9K5bTZQkYzyenJr0Tx5a/afC1wwBLQMsoA9jg/oTXmulD94qjDEHqe1cWIXvHoYZ+5Y1pUIjBJy2Mmud1Y4QnpmusnVdjdD+HeuQ1ptqOW42g/pWEdzZ7HAakvEberN/Os09TWvrtvLZTLazIySR53K3UZ5/rWSetfQRVoo8Ru7YD3peKb096XtzxVkjgaM+9N4oxQFh2cGk3cUmOaCaBig5pd3NJS8UCDNBNKAB+FFACZ9DRnNLgUn4UAHNLk+lAJzQTz0FABk0uaTd7UuQRQAucU1zzSk8U1ucUAMpjHtTicdKYTzUsoBwKemNkg/vYFRkn0oiyzqo6lhUtgelWl0dSktp8lvLtYovxC/N+tdRYRgRA9wf06GuY0K28q3iUjiuuSEx2ylfvAAmvEqO8nY9qCtFXFkfbCPbisyVs7h1A7H0qy8uVK561lSSkksTjGcnNZpXNL2OV8aal9n05LRWBkuGyynqEHP6nj8K4TzW9K09dv01PV5rlGYxZ2xbuyj27dz+NZvyj0r0qceWKR5VSXPJsbvPpSFz6CnErjrSfKemKsgTf7Uu8dwaAKUgYoAbvHvSEg96UjioyB6UAOxzwa67wf4UGqsL6+Um0RsLHnHmkdc+386j8J+BrvxCRczyfZNPB5lYfM/so/rXo9ze6XoFgLS2YeVENqj0FY1Z2VkdmFo80uaS0L0+oRWlqAuEVRgAcYFeea54sM9z5EMhwTtODyfpWJ4i8VS3c7JA529OtXfBHgmfxBcLqWpI66chyA3BnPoP9n1P4VkqdlzSOqdb3uSnueoaDbSx2MbPt3FR8q9B7Vqebsbb3qKS5itFEMe3fjAA4Cisa51KNpDiTdj36msWau8tTTmlHkzOrdOOeapSXBAijzl8bj7VVkui1uIh1c5OKi8zCsx5LcdaRkyWScqpYnMjfypLeB7h47dEJkkIAA7ntVbBzvbOK7/wHoquDq1wuTuKwD+bf0q4Q5nYyqz5Vc63RtMi0nTo7aMDcBl2H8TdzWj0paSu1Kx5zd3di0UUUxBRRRQAUUUUAFFFFABRRRQAUUUUAU9UUPpN4rDIMDgj/gJrxnRSFTf1Y4xmvbpuYX/3T/KvDdJ647An+dc2J2R2YXqdKTmIZOSRXJazHveSLBJbgAd8116D9ypwDjkmuW1ndFeo4xnhhn16iuaG51PY5D4jTRy+ONTSFQI4pREAD/dUL/SuUNaGuXUt7rF3dXBHmyys7kDjcTk4/Gs7ORXvrseGLnign60nNHWmAZ5pwNNxRQBIOaKjBwaUHJoAfQKYOvWnKefamIfj3oIxSDj8aUHNABjikxTsUCgBM80cc0HNJzQAUo6U3604c9qAEPNNJpzfWoz9KBiHmmmnEUw1LGNY4q5okP2jU4lIyAc1Rc9q6fwPpzXmpPJj5IxyfSsK0uWDZrRjzTSPQ9Ktsqq4+UDOfTFbm0CLBz0xxUcMKQLsUYGOT/n/ADxTXlKcMRyCD+deMeuZM0hVmU9VzXKeMb5rTQnSIlZrpxCu30PLH8uPxro5Wy7NndzgVzut6fFfXSeYGOwbRhyQPUgfWurC0faTv2ObF1uSFu55wLTLAMxHvmpDaBf4Q3410kmgDzfkc4H41AdFkAz5i/zr1PZnle0MUWq90xx6U42aNjGAfTpWu+kyA/6xaj/syXJ/ejOO1LkDnMv7AGIO9lHQjPSpPsMXlujMyusYl3j5sjPIx7VcfT7leVGR61qaRBLaags0yAxJp7OylcgnkDI71MoWsUpHLXlhcWsUU2G8mUkIzDGahWJmbG7p1rqPFV2Zvs7NyzHOAcjp2Hasq206TydzbgTknA6dP8aTgr2Q1PS7L1p4m1iKyisIgZVjXamwnOPpVS4s/EWpSlf7PvWJHRYm6fWtrRo10q/juSpI6MW7e9d7/bKeTuVjITXLWj7OWx6OHbrQ1lsc54O+HcNuo1HxDEryDmO0Y5Vfd/U+3SuzvdbiiUww7VCjCgcAVh3mvO8QVTgj+HHSucn1WW4lMFlGJ584JH3E+p7/AErlk3N6nXGMaasjXvNQkkcgycMcZB+8fSltbV2YEr36etQaXorWzi91CdppscZ6D2A7VclvdrEqct2A7VLSQ029y/sVHGcEioxsBy2VQenNZqXUjMAz7jnoK0I5BIg3AKq9R1JpClboT/6944oVJLEBeOSa9q0myGnaVa2g/wCWUYUn1Pf9a8a0y3vLzWYIbKIvMXXHIAQAgs3PoK9zrpoxsrnBiZXdhaKKK3OYKKKKACiiigAooooAKKKKACiiigAooooAjl/1Tf7prxHTE/h9zXt7ruQjPUYrxW2T7HI0TffjkeM546EiubE7I7MJuzetWx8nZulYviazIthcoPuHDD2rUsid+4n7tWry2F3A8b8iRSCK5Ys7JI8K1y0uLW/ZZo2QuBKpI4ZW5BHrkVlrn0FejaxaedDDb3MAZ7VBDuP8SgnH6EflXOt4ft2YESSR59Oa9ynPmimeHNcknFnO59jRuFdR/wAIVcvCksN/A27+F1I/xqrN4T1iEEiKGUeqSD+RxWlyLowtwxSYB71pNoupL97T5vwANQPYXSH5rO4X6xmncLlUKaXYfWpTbuvBhkH1QimFQO5FGgDPLPelCEU4H/b/AFpRnswpgNwRSg075sc4pPbaKAHDg/WkPB9qQnvijP8As/rQAhI9aM++aX8KQt9aAFxR0pN1NLCgdhWOaYTSbqQ8nvSuAZ9qYx4p2cetRux9KljGEkmvYPBulLp2mIhUiRx5j565PrXC+C9Bk1TUftciZt7cjjH3n7D8Ov5V7HbQJBGARkg+tebi6l3yo9DC09OZkmAkanvjFZN8+Gz2PatGaUqhYcise/wxQDnk/hXFud1rGfeXIs7d52CkRgtycZ9P1xXHNfyFuWPOM/Wug1t0kjW3kIIPze4xx/U1lLBCASo+hr2cFT5ad+54mNqc1S3YzftEpdjuyee1OyxZc+o6A1fjEOwZXkn8KUiPBKoMZPTrXZY5LlNQ2dzY/GlOUBOPzqf7vUc+lQyAg8EAHuOKAHxzhYZWb5sAY/MVPazBpbpi7Rp9kCZHUZkIGPwrNd2EUvylxjnHWpgyLpMSyIzyTyqoCNg/Lk/zNRJXKiZeqS+ZrEJ4ZVXOD37Vpea4h/drGpA4B4rGkO7U2PJYJ+RJrSSFmij28v7j3NSimQ307uBvI9MCotKvzFdpDPNILdzt+9jYexqxJbAp833h1rKuozE56EdqmrDmVmXSqODujuv7FguEzLPM0Q6gyHBq1DFaWMIWCMRoOgAxmuN0zX57JfJmLPF/CepX/wCtVtdb+2XawLIY9xx5kg/Qeh+teZKhNHsRxMJJPqbd9qfmSLGFZ3x8ka9fx9BUUdrO+JLmQ9eIozhR9fWnqsFmvyYz1Zick+5NUXvZr5zFaMUj6NP6+y/41lbsabl2W9toJfI35l/55oMkfX0qzavLLKoxhc5Oew96oQWttYxFsgAcs5/z1pTO90NttN5UfXAJVifc/wBKuFJyehlUrKmtdzsvBuvxW3jG3GxjFNmLcEPAPQn8cV7bXzrotreSanbRNfS4kkQff9x6c19E11tJaI87mcndi0UUUgCiiigAooooAKKKKACiiigAooooAKKKKAE7V5D4qXyfFt3Gq7FZxJgd8qMn8TmvXq8v8bj/AIqwNjn7On8zWFde4dGFfvkOnOehAq+0hByprLsjwSf0q8GBIHbNcKPSaMzWNMF4jTR4EmM49a49o433AjDrzgnBFeilTjb1BrmPEGlrg3UY2sM7veu7C1uV8r2ODF0Odcy3RBYWwAQEg5HatOS3ESEjP0rLtiyNH82R1FbzHcgKnHHIr0uY8lozxAjscoPT60ptkD9xUjMFO4jHWqhu3kGACCfSquTYjntsksrEHPZqpOzQ/wCsVX9z/nmm3U9wgGCx56Yqs120pO4c46gVSfcVh1zZWt2u5EjZv7pUZrM/s23RirWsR5P8ArRWTO3YwzxS+cjyHevzH+LPWqshXZz9xp1pvGItgOfuk0+10OymlRJHmTJYH5h0Ck56e1WLwnHBBA4HtzUdvOU1BGyF2xyMzuMqCIzgn259PSk0rFRkyEaDZyK/l3MpcZxwMEdu1ZQ08yXfkxyEjOM7c1elvChdVkbzM/Nx2x29Kk01zDFLOFDuQVUZ5HQ59+cCptoWm7lJdJlYkCTDDqGX3p0mjyworPPHluFXact9BV+eUWiNIfvLxjv6VpaJpsk8f2y6y0sn3QeijtQtkDlq+xz7aBfm6igjSN2cZJDYC/WrbeDNSX/lrbE+gY/4V2dvYRo2VODnO4nqatrE+3JOPpSFzs4IeC9SPJktx/wI/wCFTp4Gu2x5l5Co9kY13IHJHB56mnlgPvA49QaWo+dnIReAbcYMuoTMO4SNR+WSaqSeE7RLx4Yo3nIwF8yXHOPQCu0uJt2FjJJPAAqxY2I3Fwg3HG5/6Vz1qyprzOnD0ZVXd7Enh7S4tJs1t4VULjJC9Nx6mtKdBjcVbjoaWMCPHY0TTbgAfpmvJlK7uz2Yx5VZFCabaVTOcnNZtzMDcsf7qj8c1PdMRPxyAOKpPKouGlkVmQAMVXksecD/AD2p04uUrIKk1CPMzF1Eo96wHLIAueAc9/1qiOEYlCCDxVtkXzC0cD5b8Oaj+cRvmPBwepBr6GKUYpHzcnzScu5UUMV+RSORTwjuOoqXJCEEouM5ppniQjMwznovendCsyJoG4BxnrUTQ7RnILZPU9ana5iO0hWLdck1E824k7QM0roLMo3A8uJgXKLj76jpT3vJYbG0j2h4njJYHuScZB6g0suyVCkh6jnHan3cUUVmXh3NOkUUKDbwCecj16mk2UjBtl23s5XJAc4J9q2Y3MqhSQrdfmOAetUraxEbStIxwNxJJwSetaC2TyKnnKoj+8shbBA7ZHfv6fWp2KeohB+flcjp61QuYkPue5qaV1UGOOTnHBFSLpsrpvZyM+tD1EtDM8oYGOuKHhXPUGrstmExl2OP9mm/ZUJUfMcjNQ0XcgBldVBlchTwCx4rTi1GSKAIYlbHAI4/MVXS1QHq3B9akFrGRkGTr61nKEXujWNWcdmJI0lw26R93oOgH0FTW4RGGG4HtSx2sZAG0nnuatwW6KMCPH1oVkrIltt3Zv8AgiLzfFunLuYr56nB/OvoavAvBreV4r03jrOq177UT3HDYKKKKgsKKKKACiiigAooooAKKKKACiiigAooooAK8y8bD/ip/wDt3TH5tXpleU+Jbs3nim7YHKwkRL+A5/XNY1/gOjCr94Mt1xHxVyIZOfaoLWM7ATVt1CpniuA9HcDnPUVSu4xJE6MvDAirfynkHNV5stG5A9hirixSRzUESKP9oEj8q00faMdRWcjAzyjp83B+tW42OQvfsa9iErpM8GpG0mi3C28bTggcUwxQk8phs9QKWNmXI69sml8xgSPl6+lamTRSezVskYOM9azrjTFkI2gKQfvdK2mYheW+vFY+oyyRk7XYKe4q0yGjEufNs59ki5weGHf6VKJYplLZGQORjB60yebMihsOh65qJYFV2ZHyrDoetUBBcLwpxx6ZosOJZzGgMhiYIxYjGSFP6GpZIUAwOT6gdKgsZNk0se1fMaEYJBPG9f8AGpqfCy6fxGfdWzfbZnUosTk4+ff36DHU8dK0LGJIkEjDCoQwB6sR0z7A1A5Zdjrjfs2sCM/hn09qjnndoGHJcIQoB6H6VEU+XUuUlfQg3tqGp/3okfH1fv8Al/OvRbZB5KKgAXAAHtXDaPAsMajb8yjGD1z3rpba7eNdqsRjoCKrzM2bcqxxjJOSOcVXFw0gKxgHjmolnuHTaFVjjqRTo52CNvVQR3ApXCxLGrHJOCe1NuJfkYA9qgmvtqsqIc4osoJbmUSyHEYPfuazqVOSLbNaVJ1JKKNDT7LCmRhlj39K1I9sa/LnrzSQx4Uc8U3IZ9oHArx5ScndnvRgoqyJMkg1WuGIU1Yb5QDVac7hWZZQlUMMZ57ViahLJFPH8qiIgncW65/wxW47DLdOBVFvDtrfQpcTH946kn5Qcdq7cEvfbOHHv3Ejj59XjLBYzuI7jnFVHu2kQ8kZ46V2D+GIkBEcxXnugqjc6BMvAkQ9Oq4r07M8q6OYM5HO4kdeKY07hjkHNb02kXCgZCY7VUm0+aM4IOTRysV0ZnmShgcnHfjpUiSOQSTlT1zU0lu6ucg/WqzrsJ3Zz70DJLZJJlm2qGcLt5Prx/Wr93cqJUjidCA3GCOwxms2GbMqop2hjljkD5QM06e4mnMcbzM4A4TO7Pp16UnIaRGzkySgurbs5A9CaJJ57gxqrFImJKovcdOaa6RRIVcgAn5lX+p71C2oxxSlgMnGFHoKV+4ehr2lrBbReZJ8zH1PSnz61GihY1BYelYD31xdk7Bge9WrWxZ3DPlm96rn6IXL1ZZS4uJvnZeOeMVIsUoCkocgema2bKwCwbnGD6U+VArHpx3pO/UEYgVs9sk+lSFXB6Vc25AJ9fzp+MA54571m2Wiovm4BxViITFRhTn6VMPb/wDXU6EAcmkM2vBdtLL4m0wclvPVsD0HJP6V74K8n+GNsJdbnnCcQ2/3sdCxwP0Br1is57lx2CiiipKCiiigAooooAKKKKAOf/4Tvwf/ANDXof8A4MYf/iqP+E78H/8AQ16H/wCDGH/4qviCigD7f/4Tvwf/ANDXof8A4MYf/iqP+E78H/8AQ16H/wCDGH/4qviCigD7f/4Tvwf/ANDXof8A4MYf/iqP+E78H/8AQ16H/wCDGH/4qviCigD7ePjvweFJ/wCEq0P/AMGEX/xVeTL4k0KW7mmbWdPHmTM3zXSZxnPrXz1RWc6fOa0qvs3dI+nLfxT4eVede0sfW8j/AMar6j4u0JUDxa3pzLnDKt1GxI9etfNdFZfVl3N/rj7H0laeK9B3hX1vTgA2Mm7TBHr1q1L4m8OmNlXxBpeD/wBPkf8AjXzHRT+rruDxbfQ92TxDopvZ1/taxCEAhvtCYP61YXxDoqrj+2NPPr/pSf414DRXTF8qscU1zSb7n0Hb+KNEUtnWNPxn+K5T/Gpj4m0Akn+2dPAI/wCfpP8AGvnair9ozP2SPoGXxHopBKa3p4zyM3Kf41RvtY0e5t3Rda07cBx/pKYz+deGUU1VYeyR6XBr2nFMTXsO7JBO/wDWtCGeOcB45VZX5BU/erySvQrGxRdLs5tzRu0CEMhx/CK1hUcjOcFE6eRQyNg9jzXN3mrDT7mJnRmQ/e29QAaUPfRhi9w7xgY3Dkr71nSo7XKqFaYOPmdjx+Pt9Kub0FBWZow31vcQK8Tj5FAYbcH8utWLOSS5l+aIJGG+rf4U6ysrWO1iTy1J28n1PrWlBAI3X5cI36U0n1Jcl0NKCCHYOFJxkPV+K1GASMjGM1Shg2OGXBTriti3fKAcZJ6GmyEKq+WOMgetV5Cp+8PvdSPpVqdcowHBNVjCpYDJ6jvWbZaGbUCls7sdjWzZ2x8mNT2GT9ayYoAblVLEj7x/CujjdYbfc3HGa8/Fzu1FHr4Cm1FzfUY7bFI7fzqC0Jklfn5QcZHeuR1nxhEmpR2wdlhDfvZVGdnb8a6HSL61vVH2OVZExkbDkCuZ03FXO1VFJ2TNfIC4PH1qnOAQatyow6niqUr/ACle+cZrOxZQkUrnIwCDWlbW262iYswHljIrPmYuX9McfQVooZTbxpGpOFGDXbg17zPOx791epDdPa26NvOcZ4zXN32vW8TfLCScgda3ptMeVSZSOevpWVe6FaSFdxAxnp/jXo6nmaHO3PiIfdEZA+tZ8viAsAAvA74rduvD9jGDicj/AHiDWLcaVbJ0u4/bIo1DQqPrpYnKjp3qtLqMci8rg5qO4ihRuJUJP90VSl2qeOaltjSRbS6zmbjKYVBjuep/IUx7hnYlPvElmwMdaz5rgJHjP8ZJ/ID/ABqR59luNhyX4HrmpuVYR2eSQJu3N6elTw6fvPOQcU+zsniXzG+ZiMn1FXony/brVKPVibHQW7RMq7c5xzXSaZDGqqzoN3c46VFp0AKbmVWPXBrbht0KgBMEe/SrSIbHMkZVUA784GKrS26sWIJz6YrQEbDB255J61C4YLyNvrxUsaMs2bcYPTnmoWhYLgHFap3Y6cgVTkbJHrWbLRUELHH61OtvlfmYn2oDAHucd6lEnAwO+akbPY/h/pi2Ph4XGMPdNv8AooGB/U/jXXVmaBb/AGbQbCE9VgTP1xn+tadZvc0WwUUUUhhRRRQAUUUUAFFFFAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXrOneVcaHpqFRkW0YP/AHyK8mr1PTJCNFsuOlrH/wCgit6G7Ma2yJTbbGKqww3QHvWQYJItR2MhCc4xWq7scN6c/SqbT+ZqMIYkLnH1rodjFXLcYKCPJwc59sVqW80ZiwxGcVRmgeRV2DtUSwSq3JIJp3FY3orrYxGNy4rQS6RlHYgevNc3bCRTyTgA9PrW1CrNGBwwx3qJXBWNNblXTD8inxiJnB4H4VQhiBYbGK5P3TVloJJUCRffbjn9ayk+VXZpCHPJRXUmsQ0kzzgHYxwnH8Iqp4h1WSG08uH/AF0vyJjt71tJAbS3AlUK+ONpyDXIXztc3M1xGQfLXah/Hk15sE5zvI9ybVOkox9ELo+j2qwPJMgd8Y+bB+bua6TwvpttYLL5CoPMcyMFA6ms2106SfTokjn8vc2MBMn/ADiumhhhsbNY4hgAYFROfM7mlOnGEbIlu5lVxjpmsfzPtFy23getOu5m3BE+Z24FQKwtYyzH5qzNEOlVQ7qPQgVokyKu2PtgD9Kq21jK+J7gBd3zCMnnHbPpmrrR5B5J5r0MJBxTk+p5ONqRlJRi9jMuEuWJBkx24zWLf2spX/j4YHnIFdM8Iweox0zWbdxxLjpu712aHCcXd6dcuDiRj7selZkmlTBcsQR7GuwvZ0RCQOfoKwrq9lwQiY4496dkwuzn3sWjJynSqEsfB4x9a2pftM7Ek4HQ+lZdzCy5LHP41LRSZkT4Zwp6Bvzq5aruk8x+dvQdhVC5GycYPatWxMZixJx71Edy5bGnBKu0c/rVu2gjmfOMHrkVUjtmIyhDDtV20R4ycjH1rdIxZswQyRbcfMB3rWhmfjcCTWbazZK4OAfTvWtEC4HyBqGJE6SqdxxjHt1oPTg47c1II1wcKy84pDEFI+bPPes2WiCYKEbABPqKpyxoCelW5F3defp3qtKrdhxms2UisFGSSvGfzqe2hEs8UYAG+RU/M4qBgwJIHU10ng7RX1TW7UM4CQyCZ+/CnOPxOKQz2lECIqDooAH4U+iisjUKKKKACiiigAooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvW9JRW0KxyAf9FT/0EUUVvQ3ZhW6FQswJGeMiq2AJw2OdvWiiuhmSJo55UkG1yOf61st90n3/AKUUUCEg6sO2BWxbn91n2/pRRTZJYIBC5/zxWnpTFrpSTnCf1oorkxPwM7sD/GX9dBfEk0i2cgVyBxWMtvClxJAsYERiHyjp1oorz4fEexU+A1dFJNw6fwovyj0z1rTu+BgdKKKy6loy4zzO38SoAD6Cl0xRLfOXG4opK57HFFFXS+NepnV/hv0NA/zqVejD3NFFeueCitIAQ2R2FZV0q7hx3NFFCAxbpV2kY7H+dU540VeFA4ooqyTNl7/U1gXbFz8xzRRUyKiYd9/x8j6CtGyUNGcjNFFZw3NJbF+3dkb5SRz2rpbIlx83PSiitzIvSKqhSBitG3YiPr3oooYkXYidvXvSTkndmiis5FIgbqB2qCT+tFFZs0RUP+Nej/DFV8y6fHzCPGfxH+FFFS9hrc9IooorMsKKKKACiiigAooooAKKKKAP/9k=", 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