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.
001700
Men Tshirts
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", "path": "001700.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001701
Men Tshirts
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", "path": "001701.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001702
Men Tshirts
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", "path": "001702.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001703
Men Tshirts
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POMAHNUPt9xlorKAoV4MkwKZ+nepNP1XDwEEDIyc9u2K2nhjufmChjjOKztY3pyRlMNaktxHJeRiN+Rkk8fpTXsb+3YBNScScYCxjH86lutRmt2EMVuAAMnPJrQ0lp7hS1wArjqAOabaNnNdhI4Z7SyWS4uDK54bChcfTFUdVnJXae3r71panL+6KY6A5U+mK4nVL1sRkZVujD1GeP5Uoo5pySLpAe4hiJzmRcnPUZHT8jXYPeXEybZJCwPXjk/WuI0Tfe3DXLrhQCAT3NdfGd0at6jNdFBJt3MK0pJaDqKKK6zkEPWkpSKDQAlFFFACEZoxS0UAJ7UlKRSUAFIRS0GgBtFFFADaKCKKAEPWkpT1pKAG96KO9FACGkpSKSgBp60hFOIpKaAbRRRTAKKKKANLAowKKKADAowKKKAA0gpaKACiiigAooooAKKKKACiiikwCiiikAUUUUWAKKKKACiiigAooooAKKKKAI7gbreUeqH+VcDe2zoxmhHI+YqB1r0LGRg9DXJTRHHTkcVzV9GmdNFXTRi2F+PTB5PBwK6rTdVaMKFA+fq1cte6erOXiYoxOdvYmooLyexbbNGSg/iAJrC6aNVdM9LgSNwZHHLHOc88Uy8uIIFDqxVj0x9OlcVH4pjSJo95Cng4BqG68QNcQiOKJ5MdSFNKxpzXRu3N3JJaGdyMEk53dvpXMJA+rXuxSfIXhjnr7VKZLy/AR1EEPAIXG5sc9R0rptE04RopCYVRx6UOXYhRu9S7Y2aWtqqqMDHPFWrYkx4PUE/41MI8DBHFUjM0N0VA3Ieo70UanLO7HUg5Rsi7RTUkSQfK3PcHrTq9BNPY4GmtwooopiEI4pKcelNoAKKKKAA9KbTj0ptABRRRQAh60lKetJQA2ilxSUAIetJSkUlADTRSnpSUAIaSnEZptACHNJTj0ptACYpcCiimmAmOaXAoop3A0KKKKACiiigAooooAKKKKACiiigAooooAKKKKTAKKKKQBRRRT6AFFFFIAooooAKKKKACiiigAHWudliIuZk7hz/Ot6aZLeIySHAHp1NYcEzzXczOMMx3Y9B6Vy4mSskdOHTu30KVxbEsTiqhhIbFdN9nWROQc+1QzaYQu5QTXJc62jnktMvgjA65xVuLTc5J5z15rZgs12/MDn6VfitFHGP0ouFjIttMVNuV/Cuhtbfy0AC/hRFBmQACtERhV6Y9aVwsUpFHQdqoxwB738K05l9KrW423mT0xUspOxLLpykZC498UWdmzNJHI7H5crnqDWugXbz0piACR2HAwK3oXvYwruPLdo5HVNcstF1sabfy+SzxCWOZvuEEkYP8Ad6VeiljnjEkLpJGejIwI/MU3XNA0zxA7i9tgzDhZUO11x6N6exzXDXngDWNJka58P6i8ijkJv8qT6f3W/Su7mOKx31IeteaQ+Ntf0W4+y6zZ+aw7TR+VJ+Y4P5V1WleNNG1V1j877NOePLn+XJ9m6H9Kq6FY6CilPtSUwCm06kPWgQlFFFAB2ptO7U2gApp606kNACU2nU2gBD0pKcabQAU2nUhxQAh6U2nUh60AJRRRQAUUUUAaFFFFUAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQ2AUUUVIBRSE0ZoAWikzRmgAJoFJmlzQAtFJmjvQAtIx2oWxn0A6mqr3LS3i2drhpQymdu0KE9/9ojOB+PSt37KrqAMHBz7+hqJtpOxUUm9TEezknbdJz6D0qleQfZ7yNlGMjBrrfs4VegxisPV4eQw7GvMd27s9FWSshlv1FaccaumDzVC1XdGpq7C2xgD60ihv2YRnjpT1Q5q5t3gYpNh9KAEt4cAtnmpW44zxQgwKRjlqLN7Cv3IJVyOKrxjbMTV9oicAYoCRQDf8pb1PJ/AVtGjJmU60Ykke4ryMA9qimn2rtBy3TjtUUtzuztBHuRzVYgsoJIGOM4rqjBRVkcs5uTuxcbe/J/KnD5V24wOmetKhGefT0/WjlDxwB61RBFeWVteW4gvLaKeLHCSoCB9M9PwrjdV+GOmXQZ9PnlspCOEb95H+R5H4Gu1xggr37H0pSwzg/NQM81t7fxh4SAQ2/wDamnr/AAxsX2j2/iX8iK39J8XaTqzCJZjbXHQw3HynPoD0NdbuGRgYI7+lZer+G9K1lSL2ziaTHEo+SQf8CHX8c007CJDx9aTrXPjw/r+hgjRr9dRtR0s704YD0V+n8ql03xNa3d2bC7ik0/URw1tccEn/AGT3q0xWNqilNJTEHam07tTaACg9KKQmgBKQ0tIaAEpD1paO1ADaQilpDQAlIetLSEUAJRSkYoxxQAlFLjikoA0M0ZooqgDNGaMUUAFFFFABRRRQAUUUUMAoNFGaVgEoNJ3opAFKDSUUABooooAKKM0hNAC0U3JpskqRRl5HCqOpNAEmevtWYtzc6vI0WmMY7ZTiW+xkD2iH8Tf7X3R7nirAsJtUb/TFkhsf+fcnDzf7/wDdX/Z6nv6VsrGsaKiqqIowqqMAD0AHFK4ytbWEFjaC3t1wuSxLHLMx6sx6knuT1q5Bd4KJIMEDGexxUe3JIboPxqN/vAHnPf8ApSGajEt0bg9Aaz7yznnVgiqx6/epiq0ZBVmX2BqYSTKADKceg5rGVKL6Gsasl1I7WzlhQBkx71MbR3OQuCemTSfaJgMeYM/7tKbiZccqCPbBqPYRK9vItwxGP7xXp1qTGV7c+grOM82fvse2eKGZm6yEnHFV7KK6EurJ9S7lI2+crx2NNa5jjPAJHsKp7PlPTGOeetJtUEc/gO9aKKWxm23uSyXLyHK9PSomznLNx0pcEHcPx54p2zJJJ5PHTn86dhDPK4OM59KcEwPmbHYDPanj3Un27CkJP8K5x7ZzTSAT+HBHA5ximHcRyOvT3qUBiO45zz3ppXPOR6ZJ6UmgImX/AGh6j60vYAn3OaUgqSpwcY4B4x3pnl/LznJpAPOOGPPsacOSCfTGSaaD8oPAPt604dQGH5UAOAXruAyeB61jeJfDVp4jsikmI7qMH7PcAcoeuD6qfT8RWyME4OeD1Pr6Ck438cnGaAPOPDniW4tr5tC13KXcT+UkrnqR/Cx9fQ967SuM+JuiBo4dchXDqRDcYPUfwN/T8qteC/ER1exNpdPm9t1GSesidA31HQ/nVRfQGjqDSUpNJVkhTT1p1IaAEpDS0GgBtHaijtQA2iiigBp60UHrRQA3rRS8UvFADfail4oHNAF+iiiqAKKKKAA80UUUAFFFBOKACijPFNNJsAooopXAKKKKACg0hpKAFzSE5oooAKKKlhhMh5OF/nSAbHE0n3Rx61ZS2iR1kbLsOQc9PoPWpo1CoAABS8BR/OlcYnAGO3qKMA4Cn9etIeWZTnk/54pMnkDA9QOn0oGNYlhnHA6DOPxowSBg/WlByCSMgdOKMkL0PHHHU0ANC8jB5z1NPALKecN6ijOMAZ+hNBOBnIHuO1ACbRnJU5HUg0AZ5A2+lPAGchaMFhkAcnvSsA0dgByO9GNp5yM/lUgGPvDvQAMAjBGT1osAhCZIyeKQjC8Y2/Wng4yQR06AUvPcfnTAb0IxjPQACg/U/jTwMDOBj2oPOBt+o9aAG5AUc5A56ZoYcAkAenPFOALc/jnNN4xyAMD8KAFHCj5T1/OkKjqDz3yaVTtz6frSthjwRnGTk0ANKbgo3HeOgHP4ZqPG4cdexxU/OGGefY0xlZsMTtDHH0NS0BCONq4wcnmn5x0GPwppXaQR24JpwYcg456E0IBxxjA5z3zSAAqVGeeuKd8uOc0xVxznp29aegFXUbCHUrC6srj/AFc8ZRvbPQ/UHB/CvCrK5uvDuurJgie0lKSL/eAOGH0Ne+nacd68e+JOni08UfakHyXkYkP++Plb+QP41L7oaPTLeeK6toriFt0UqB0PqDyKfXJ/D7UPtWgvaOcvaSbRz/A3I/XdXWVondEhQelFB6UxDaCM0UhGaAEo7UUUANooIxRQAhFJQetFACYpccUnWloATFKBiigHNAF0Zo5zS0VQCc5oNLRQAZooxRQAU05p1FACdqSiik0AUUUUgCkJoJpKACiikzQApNNzRTJZUhieWRgqIpZmPYAZNICRAHlCZ7bj9K0VHyAAHgcY7msvRleSyF5MpWS5Pm7T/Ch+4v4Dk+5Naq9MFcn60hoFbd0A/E0As+c4B6GhiACMcZ9OKQkknd+QoGKGUD5iSQe1GMArn5upxQoLOCeQOelOIAGPrnHegBi7jx39M9KcUBwMc0ADqTzjoO1OKknAORj0oAjKgPxzxxS/MCPbjkZp5OMck98ntTWGQvOQc5FACgbc5Az9KXb6fgKAuSCOO3pSooT1/GgAxjtxjpT9gVcZzkc00ZGCTSnJzjJBOcGgA+YjGOT7ZoYlfvA4HU0Eckk/ypRgoSScDg4PegBpPIxgjNOUAKACMelAHPTp3oHsQD/eGKABgCpA+b2NNHAI+6B34GKeRk7utJ1PAP1IoATOD/X1oD5HG0Y7YpxGBjbnvTGO08jAPPUigADEZ+8RnjBp33j8vQ8HsfrTfbdnHHtRwo5HX3z+VAETZUNngnjFGfmAzkk4BzRKFEoOBkjaarSy7ApXIOD+dJAWkckDnIPU0hO5jgDj0NQrJjaPXhfoKXeN2fyzSAdknkZx0zjFcJ8U7fzdGs7sKB5M+04HZ1/xUV3OSGB5x1z61zPj6NX8FXx/uGN/ycf40gOK+HFyY9buLftNbk/irA/1Nem15D4FkKeLrQf3lkQ/TYf8K9eq47A0FIaDSVRIUUUUAN70UppKACm06m0AIelJSnpSUAJkUtJiloAKTIpaTFAF+iiiqAKKKKACiik70ABOKCc0ZFJQAUUUUmwEJxQTmlptIAoooJoAQnNJRTaAFJrE19/tT2OjITvv5gsmOohX5n/McfjWyT61g6Sf7S8d6jdHJi0+3W2Tvh2OW/kRUyY0deOANoAHYDpj0qVePm6n2qJDwcH8xUuQASQenakhir8xyRnH6U0jg4BJ9Mdacw+U87u+ab82TGSMbdyj0/z/AFpgKjABjyemKeMdwfU02NgoKkY6mgMCMbs/40AOxgEbckdMUKAfvHGBySeDTudpGCc849KUYHJ6/wAqAGAYwcMR1JNOAzytLzgHHB469abyfu5oAAoPOc+uaeCOD1+hx+dGO+SAentQeByc5OOaAEU4G4HP48UpPy5YkDsAKUY/u8fy/wAKaSQRk47dOaABcbsA5xyaViDkZwc8Z7UDltuV5547igAKcfIG9RQAA5JXdzSng4AwT/eFNztywP4AYzS5bt+WKAHYzyATnkUjYBwV/AnijknPBb6mndQe5xQA3cEIGMe5oJUDrge1IpxgbTnHGaZkbCThV4zSew1uOGGGcH3yOtNB6he3Sq9qSzM2H2R5VRn5SM1KWycZ5PcjvUQldXNKtP2cuUjmJIwGycEYzzWXeXAR4lc7RuwSPTqf5VpSsVXGMjPTHFc8Q17q+xRuSE9OxY+vsBj86Zka8cpOAqnfLjC91Xt+dSqQTwcjOCc9T7U1IsbgJCQf9ZL6+y1MkZ4ZuAOEGOgoAOcDJwevFc944yPBWqBufkTA/wC2i10uCOQBkDGa5X4hceDbwqSMtEDx23igDzLwa4TxbpxzwZCv5qa9mrw/w9KIPEemyHgLcx5+hOP617h7VUGEgPNNpSaSrJCiiigBveijvRQAhpKdTaAGnrRTqaaACiiigAooooAvUUUVQBRRRQAGk5paTvigBKU4pDRSYBRRSE0gEooooAQmkoPWigBCaSikJoAR2CqWPRRk/QVz3w8zLpd7ftjddXruT7Af/XNa2quYtHvZB1W3kP8A46ao+AF2eDbLHV2lb/x41L3KR1SnPU4Ip+Q2McA9hUQBA5yfYdqQv1wBnvSuBMGAbPzE+vrTGfbNCeeTt6djx/PFNDkDJ49Dnp+FR3JYxMuTvByuOhI5xRcCaN/3zHPGOAfrUyH8cGsyGcPJIVPBI7dM5q+rEDBp3AsZxkfgCaBgL7+9ICNuD3H0oX5WHXKjrigB3I9j7jAo3AgbM57f1pdwAAGAfrSEgYwnFACnpkjJ64J4pwYKMFfbk1HgbtwwSfpxTwVOACeP1oAGJ6gZP8qTLFuuMjovX60jtjgORz6ZzQAHPUgdfagBwz904PtnpRjcev0704sAcblx1waYSf4yADx9aAArnn9M9v8AGlBJTB3HPTtikGMDtRkrzhsep70AKHABAzz0zTWOMqQG/wB3+tHzjAAOPypWwfvA4PXAoAAFABzgY/WomUMrKctnhsmpcsowB19OwqMsVY8DoOp6UmNNrVDFjSOR2UEBuoz/AE7U1/mUbgPYNQz7T/CRzn61WmkAX0H1qUgcnJ3ZV1XUEsrSSaQjAGAPUnoKg0VHMBlfIeQ7nPTr2rn9a1O21DVItNX5pIJRKcDgcEY+vNdNYMVhUEjOPWhaiNQYYKduEXoB0p55xgcegqONgPf9aeDtIIGSe3pTAawwctkc9D2rlPiIP+KOuhg/62L/ANCrrOSuc4OOtcz49jZ/BOoHH3RG/wCAcf40mB4pE7RypIv3kIYfUHNe+xSrPCky/dkUOPoRmvAejdK9k8H3v2zwtZMTl4lMLfVTj+WKI6BLY3DikoorUkKQ0tFADaKO9FACGkpTSUAIelJSkUlABRRRQAUUUUAXgc0Z5pBR3qgDNKTikI5oNAC5pueadTTQAHmiiikwCmmnHpTaQBSHpS0h6UAJSHrSnpTaAAnFNJpTTTQBR1oFtEvwOptpP/QTVLwA4l8H2qg/deRWP/Aqv6p/yCb3/r3k/wDQTWF8MbnzfD1xbEcw3BIx6MoP9DUS3KWx3G0NyMD1z0pjcEYJ/lUgBIzkD8OaRkBUsq7h3UtzSAiJLEkAsR1Xv+IqCR8LyQqg4DE9P9k+nPQ1ZaEGIPljH2YfeQ0MqkEXCIVI/wBcnp/tCiwHP2928GpzWsowxAcKeMjJ/wAf0ret5QTuboO3rXP6/YC3Ed7D8zQElD7dx7g1a06/jns4pY23B+RQB0CEA/K2T7DNSK4QEbh15FZsMu5hgZOOhq2JCWAOM+5p3AsIQwPXOeppyspJ5YYPSqrSEN1O7p9KdvOGOOR370NgWN+FAGOTmjncPXjOOtVvMBzydp6470/cGywIx2pXAcGLv97g5ANSxjaOTwfyFQou45H3vftVhSMEZ/A84poA3egOffim9ThjnnPU04ZOTlic9cfrQxUfLn86YAzcHaO4Gc9KArZzzg9yaUsVGSCfr3pCBg4OCOcjtQAbGX5uMHsD1pOpyeg/Sk54IbfQWPOQWAx7CkwEYEfxNnOPaoTtBJK5/p/9epWJYEjjHA4qF8bsAkn1xSAheQsCcqfX1NZ88y8ox46dKuyEDkk/hVK7hVgWGB7UgOJuIobfxbviXHnxbiSepB/+vXbWTYjADZPYmuN1qBrbWNOu24BkMR9gRXW2LkxKCRkjoKFoBqxsUbnc3sOKnU4wM9T+VVkbC4yDk9MVOH2rwDk9vWgCTJAIwD9O9ZPiSz+2eGtTgPJe2faO+QN38xWpuIbsDTsBgVdfkIwc9x3oA+a85GfUZr0T4aXhaC/smP3WWZfbPyn+Qrh9WsW03V7yyb/lhMyD6A8fpit74e3Hk+KFjzxNA6EfTDD+VC3G9j1bHFFFFakBSE5paQ0AJRRRQAhpKU0lAAelNpx6U2gAooooAKKKKAL1GKKKoAooFFACHpSUvWkoAKKKCcUmAh6UlFFIAppNKTikoAQ0lB60h60AJTaU0hoAz9ccR6BqL+ltJ/6DiuO+F1xs1HULXJ+eFZAM91OP5NXS+LZfK8Lagf70ewfiQK4b4fTm38X24B/1sciY/wCA5/8AZazluUtj2hOQWB5HUU9QOSMkH8qixskDD7rc5qQIEI4ADcgn1qkA4pkhlHB4IzQUCjC4APYjAo2gj6USAH0x+BxQBn6nbxS2bqqYGDx2FcbohMFpLAT9y4fIz0ziu7uD+74GBjk+lcHeN9k1yVEIxOocD/aHB/QikwOotW2xFiaebgjJzj0HaqUkixIqE5IXnHaoTKTwOT6ZqRm3DcrK2wk5PQDvU8siooAyPeqNlGwBdsA9sipQ3muT1/rQIkCvIQACB2z6VPtWHEYbDHripIUVE3BeQPTNCBpH3yZIzgYHFOwE6BhHnHGeeOtSZ2rkbeeevBpoABPAVfUjpQc9FJ6cVQC4yeOCP1pB90cnPvSqu4KCcDtkYoG1cgkkgYyBQApJxgZBxSA8lsde9Dbi2cn8KUnC/MAOeOaAEIbO5xgfhSA5CjDYx1x0pxZQMYGR29aZuG7BAHt3FJgNbuOOePrURC84XHpUh5Yjpz69qjkAHcHHXmpAruBu5BJ9KrSY9/WrLjGQMY/Dmq7gbc54HagDlvFwUaaZFwPLcOD9DWrp0qvArZIzz161heMy504Iv3nYAY9627aJbW6ktcYEfC5PGMU0gNmLkkHk+1WIyzYOMEcYBqrC+3aG/QVYRk27jzSAnXG/OMnHA9KkTIznrn8aiQgN/s+lBB7KTnp7U0B5N8TtPFr4kju0Hy3kIZv95flP6bawvCMnleLNMboDNtP0II/rXoXxO0/7T4fhvVXLWs4yfRW4P6gV5toDbPEWmt6XMf8A6EKnqNHttFFFbEBSGlpCc0AJRRRQAhpKCc0UAB6U2nHpTaACiiigAooooAuUUvFHFUAlFLxRxQAlFKcUlABRRSGk2AlFFHakAhpKKQ0AIaaacelNoAbSE0tNNAHL+PpfL8Msmf8AWTxp+pP9K4rwY5j8ZaS2cZuAp/EEf1rqviNJjSrKP+9OT+Sn/GuP8K5PizSccn7UnH41lL4i0tD3dBmNo2XkdKkjYbTkklePXFNwqlXB4I5p5A3/ACjaCM+2asQoZt2R1/nSFeR1HrQWLHGe31pMhU5Jx60AQy7VT3PTI61wWsW7zeMLD/nnCjzPjoegA/E/yrvn4XsR7VwGuX62+szg/eMSAfmaTAtS3Rllwpy1atjbDglck+9Zui2e5RNJy55+ldNGqxpu4ViOAPpUgJcv5UexTg9sVLZwkKC4Gfeo7aHzpg/8PqcVo/KnQjHUZppAB9jxjtUsY46c5zmmKmW3ZwMfhU+QoA4FUAj4BPB9+aaCQTnge3NKSpJPUkc8ZojG0btuWz0oAcMDJBzkfXFHAcAjB6igrkN8pzjPPemYXaASN3YUAKeSCTgduKUDIHI47HvQp+bkA468dKOnJXg9u2KABgM8jGOeO1NJyfukHPbnNKdgPTHHPGM+lNIBABGPYZ6fWkwGMuexGcg+lR7WJP6+tSsSSAFOMcd8VGTkEY981IFeTdjHOO2Kgk5AGec1YbGM1BLhUZs8DpQBzWrRLNICwysbLnPqWFaeojy79Xx8si4P1B/wNVb+JhaRrj5nkRj7/NmtHVYy9s0g+9G4f+h/SrAfBIDtA/nVtXwQW6egHNZNrMGRSMk+o9aurKCATgADO3NJgXBKuVGBg+v+FTocjr+BNUEkj4zgk9Qo6VYjkc/MFCr78498VIDNU09dV0i7sGwonhaNc9m7H8CBXhWnxSW+v2cUqlZI7tEdf7pDgEV78HZEdi2WPTI7143rkTQfEqUOuxHvo5F+jEEGgaPVj1P1pKU9T9aStSAptOptABRRRQAhpKKKAA9KbTj0ptABRRRQAUUUUAXKKKKoAooooAKKKKACkNBOKSpAKO1FITQAlNp1NoAD0phNKetIetADTTTTjTSaBnDfEg/6Lp3/AF0k/kK53wUnmeM9IHX/AEgHH0BNdL8R0zp9g/pOw/Nf/rVgeAomk8Z6dtzlGZzj0CNWUviKT0PbznAB7jGKFBPB7cZ9qUOdvXtQcdcNn1FWINpX/wCuaQkg/d/EUoLE4zx+tKwGB2oArzkFTnkjv3ryrxDa3Vz4whBjkFsxQGTHykjJIz0r1W4zt5BrznxDdSLrVlBGjNglwADyScfyFJgdTYWykBQdoUZPP6VqhBLKBjIHbqMVDpo8uJPNChmXBGehrQ86OIZX+WMUgHRxLGwXpuPJqcQJnLMWI5zis2a6OQytz7UsN3cSHdt2qOpNO6A1CABkDgcD2ppYElcnPr61XknJAIbjpyOtCSMTgscDrgdKYEhBY4CZx+FSg8ZG0H075pkbkN04PqaUyFiSuScDn3oAeQQRng9wKQkMMZx6bu5o6EseDjHHSo8sTtwT6+tIB4yw6H6mlbJU/Lk+/p7U0tlcdunrmlyMkjAA7kfypgN4IB54H1pGBJ6jGOgFBAXB9/Xr/ShD6Yx375qQGvjsOnQN0FQksOM4z6VK2fu9s+v51Exx1PPtSAYQDjp9KrXK7vlPVjj8KtAADH5g1CBmUkj86AMy7j3zhQMhRu6VfYbwQeh6/So3izNO4IwBt9cYp/UVohGBA+yaSIFtqsVGOpArTj3yABIG2/z/ABqjdiSwvy8K7lkBbBKgA9+SfxoPiBowESMSSD+BH3n/AMdGP1qXcZvJbS4Uny0GOgGaezRQqGnkCj/aIXj6ViRTa1f4y62cZ4wi73P0zwPx6Vo21jcImRdMhPVh87k+7N/QClYCb+0bffiGK4nYjjyomIHvk8Vh+MYNOeygvb+OOG5guITG5OXA3rlSfTGTj2rcaxLc3Mombpk5Uj3ODXE/EXRIG0eK9jl8s277TGTkSbzj8x/LNIDsicknrk0Gsvw7O114d06Zzl2t0BPqQMf0rUrQkTNJSk4oJzTASjtRR2oAbRRRQAHpTacelNoAKKKKACiiigC5RRRVAFFFFABSE0tIetJgJRRRSAKQ9aU9KbQAZphpxpp6UAIabSmkoAbTTSmmmgDk/iEu7QYG/u3K/qprJ+GCofFUpYcraOU+uQP5VtePFz4aJ7CeM/zFc18PZDH4wgRf+WsMsf8A47n/ANlrOW5S2PaMEEqAaUjtjnuaiWUkfN1XhuP89af8zLuxz2BqgHNlSOAPekPsAcccU0tj0BHUAZoBBPzcj0BoAiuDhT9OjVzbSQwyvcso8xflVvTnNb9y+yB8ADg49q4Z5lvLyeIM2EkK4zSYGl/askznygzD6cCrUVzdsRlGP4Vd0vT40gU7V3Y61rqiKAFVfXI7UWAzLW2mmOXXaPXFaDOkC4X9aJLjyhheo9ajjQysGY4HekwHRLvbcCXGO3SrZ2qMKvHSkVQi8fkvJpyg43PxyRmmgEOVAyDuPOacmwHPOMcD0pvzbiSMZ9+1SqoUBQRgdz+lMBGOEwSCMjIzQAMd+55NIcOSQ2cdPTrSpkHHPr7fpS6gKWwQACCO+TyKTIIwOSOxpxAAHvx70zOBnI9c4wRTAUHnjI9qbjJxwPfjmlHHQjHt0+pPekyOhx/vCoAYzcAlQMVEeuB0PHHSpGxj/wCtSKDxjHtjmgBG46/mKhiQ7Cw6Y54qRzliMfkaJysVqTg8c9aAKach2AOGZuegoB4FLEoW3IOMYzzTR0rRCZg6/Lbpd2n2ouYwCVjCZ3t9elT2j3EoBtrBIE/vyrjip9Rju5nhjtpUjXJLsRkj0x+tWbGwNuQfNMjHq7jc35UhkttFIoBkvyT6RqoFXFRh0kmOe5I/wpwU42neo9R0NKoAIUOTk96TAOEQhiSD/eH/ANavOvitEwt9MaMqsRaQGMHq2AQffjI/GvSPmyCD9PWvPvHUbXvizw9ZsV8pznaD/tjOfwGPzqWM6LRrT7BotlanrFCqt/vYyf1zV7NIeSTRWhAGiiimAUh60ppKAEooooAD0ptOPSm0AFFFFABRRRQBcoooqgCiiigAPFNp1NPWgAoopDUgBNJ2opCaAEpCaWm0ANPWkJpTTTQAhpp6U4mmE0Ac544Xd4XuP9mSM/8Aj3/165HwCceNdPHqXH/jjV2fjEbvC177BT/48K4HwjIYvF2lMOv2lV/A8f1rOW5SPdWULcI+0bWwrZxj2qMyfMwIJ2nBHTB9KmaPzIjHJ3G3P8qp3SS+UHUATRjbIP7w/rVAPaZlPPzfTqKBNgAA4Hbmqik3EXmREuE+8jH5lpol+XK8gkYDUAM1iVo7CaWM5+UgYPQ44rifD+j39tI81y+5GO7A5yT610965luxFHlFCnzQeOvQVrWsKrAihchQM8ZpAS2wZIlyQAB2PNPknyNq4GaBE0uQQQo9ulTx2qKM4xj36UwKyxF2JK8jrmraKUAPb6VYX5FOAAPzqMuNuAoGffjNACAkHdyAepNNxmTpkjpzSF1DHJyuakADIRuOD7UAKQDgDjHQDpSyMETHJJHSlQELu7e9R7i7Ek5A6LSYCxfKPu9c8+lSZxu5/DP86YOCflGaeAA27C59PehAHfnaMf3e1NbJIypwD1AA5pSp7HqO1HzbAR2PehsBCeSO2O9NGFXGSSemDShRkse3rzSbu/4ZNSBG4PHB6HnFPTJGc/N9KbnkAjNOU4TnvQAwDzJcAHA7YqK/4hWMMcMe1WYl3MxBHHbvVa6XfNzyFXIzQBG42x57FcfpVcHirjAGInuRVIc1ohMqkqb8vySoCgdT+A/rWmgJA3DPrn/61ULZkMsjpjaWPzN0J/rWmhxjLJ+CkflSBDwAD8uAPTFOJJJU/hxim9QCxzS8jgke2T1qWMOBkEk+teWS3g1T4tI6sHigk8pMdMIhz+ua9F1zUU0XSLm+kJCxRHbg8ljwo/M15P8AD+Ey+JvMIJ8qF3J9zx/U0gPVaKKK1JCiiigApD1paaaACiiigBCaSlPSkoAKKKKACiiigC5RRRVAFFFFACGkpTSUmAUhpabSAKQ9aD0pKAENNJpSabQAHpTaUmmmgBKYaUmmmgDG8VjPhjUB38rP6ivN/D0nkeJNMk/u3cf/AKEK9J8TAt4a1D/rif5ivLtNm8jVLOY8BJ42J+jCs5blI+iySqkHGcnjv+lMeM7g2cdjj+IVI2VkYdDuOOaXAbG7oOKoDFvbGSCc3Fvu+UdFPOPaonlintTPnaw+/Iv9RW1NgEbfy9qzbqxUM80LiOTHzrjKv7EUAc9aPdNLc/aCjKrARyLzuXHWtjTrxll2D7pxWDYWn2RrrEjGN23JGTny+ORnuM9K29LT90rEDkZ5oA3BMOexA7U4ygAnJI/KoI1yuc5B54FTeSrY4/XpQBC8jOxIJz2zTVyWwWOD6VOYBnGPm9znNOEJxnPb1wKWoEK7QeBls4HNSJG4IyRwewqYRKBll6e1NYgL/EB/CBTAR2JO0ZHqDQvGMEqBnmmBievUc9KcVwpGCB14ORU2Aec7QSeDnp0/OngAdOMU35SAMZ46GnrkD0HTNNANIyOD83GcD39ab0PzZGfXoaQ7d2Op9jgimnLYy2O+AST9KGAoHAYYHpg9qAOC38PPHSkU9ccY7A012YsQQAT1GM1ICZyQcEe9S87R0weueDTFIyD8owOak3Ky8fmaAEUfIeO/WqsuSW54PFWCzGLaB75NQyDaOO/UdxQA1eYWJJ+6QMCqAPSrwf8A0Z/dT+FUc4xWiENslCE5Kh8kg4yevtWkpwAxGcdz/hWVp3yxbU+Y85ZuprT2H5f3a9ORnBpMZJuyeQPc46UeZtUbR1/OkwMfdfAHTr+FMkljjjkllk2RopZmI6ADJP5VIHA/E/VdlnZ6UjLmZjPLjrheFB/HJ/CqHw2tiTqF3zj5Ih+pP9K5HXdUfWtcu9QbIEsh2Kf4UHCj8gK9I8B2htfC8TkYa4dpfw6D9BSiveB6I6YUtNpc1qSLRSZoNAAaSjNFABRRRQAHpTaUmkoAKKKKACiiigC1RRRVXAKKKKLgFFFIetJgIeaKKQmkAnekPWlPSmmgBDTT0paaTQAhNNJpTTWNACGmk0pNMJoAoa3H5uiX6etu/wD6Ca8fViuGB5HIr2a9GbG4B7xP/wCgmvFweBWcion0dZyi8s7W6TJE0SSZ6dVBqyCBx/Ceh9a5T4fagt94NtkJ3S2rNbtubgAHK/of0rqRuOQf5U0ASDK46g9vWqcxPklWGcdRV088FdpPqKozptzz27UxM53EayzCM5y+SPTjpWnp3EagcYHp1qjMm24lJwCTyal0y53r7A8c0wRuxnDDgA+x61YUHcTuPPeqiSfKM5qUXAGAMZzSGWgVBOTz60m9QflxwfyFVd5f5QSD7DNPXOcBct1oAkd+AeOcmoW3OxAP6UrMScYyc96WMZG7AGOmPWpuAqo2M9D6etPXluScd8mm5IPPGe9KpJIGRgH6VQDgrIOo4z1pTkAc4OMc5oxnocZ7UrEGPdknA4BoAbn65/u4pnUZ7jrj/GgkhDhiaN2Tgg5xUgJkbuAMDvS5BUnbx9MZNJjcw6HsQB+tHGMH8+maQC4wAcc9etDZCj/CgAgHOAvrmjhjycED1oARchT19j6VXkyBgdMetTt3xySee1V35+XHzZoARiFsnbHbAJFUCeCB1PStC+ylqFzySOKzJIjNEygEjjJHatEIt2kF2sarK6cDoI81cEf+wmf9nvTLeLYihmY8fxN3qbPJ5IzxnP8AnNIYBtvAUH3J5rjfiHrDab4eFrDkSXrGInPROrH6ngfjXZ4JJA5x/e7V4Z4z1o634indZd9rATDbgdNo6kfU5P5VLGYMcbzzJDHy8jBFHqTwK91srVLGxgtI/uwxqg/AV5h4D0s3uvfanBMNoN/1c8KP5n8K9VFOKFIWiiirJCiiigAooooAKCM0UUAJikpTSUAFFFFABRRRQBaooooAKKKKACmnrSk0lACE0lB5oJxQAhNNJozzTSaAAmmmgnFITQAh6U00pphNACZppoJzSE0AQ3QzaTj1jb+RrxTtXtzjcrJ/eBH5ivEiMHHpxWcyone/C7VPI1mfS3IEd2m9M/8APRMn9RkfgK9ZAA9Tnk45r500y/l0vU7W/hOJLeQSD8Oo/EZFfQ6yRzQxTRHfHIokTaexGR+hoixsk6v3wOM4/rUFwMqcdqnST5gRyenTpSPyp6H1PpVCOduLfzLxUHAeoorVreSWMZ68YrQJA1a2Azzmrslp++EiHGeGBoAq2U7Opibh15weKslMEOOPQ4pGhCyKwHPIJxU6RnGTxQAq4X5j0/nRvGchc9sdKRnULn5c9MbqjXLOGCgZHGT/AJzSbAkHufQ0rNz3IPB9aVSoxn88UZBHygYPpUgCseCQPp1p42t82eRzx60gXt/KpMEcEY4wM9apAKCu3GPl6EVEc9Rj2Ayc0u4IcE4OOmf50jDI+X+vFDYCkgcFsH64zTV5PUcn0oIIPzdcc9xTQcMMjj1xwP8AGpAcCCvT+mOKQdCDj8DQCCOQcA8Z70gPTDDHfmgCQEFMPgnHrSBgRtAwegpDgnJAx6dKXG58jjI60ANPcYBGPpUKEs+ePf3qV+M4OOMAUkA+Ysw/AdqAKmoyDMaYwcbv5VRjhaWdDG5RlycjuPSpdQYG+2joE9fU5qxYREksUPPSrJLqJuGfl3DnNL93gHjvgVJkAKO/6UjDKYIyPpQUcz431c6P4buGjfE9z+4hx1BYfMfwGfzFeHnH4V2nxL1KO51+KyiuDIlpGVdR91ZCckfXGAawfDvh+bxDemNWCW8WDNIewPYe5rO+th9D0jwdpyaf4ctiB+9uF8+Q/wC90H4DFb+TUcUaQxJFGMIihVHoAMCn1qtiRQaWm04dKYgooooAKKKKACkNLQTigBtFFFABRQBiigAooooAsUUUUAFFFFABSE0tIetACU2lNNNACGmmlJppoASmGnE0wmgBCaaTSmmk0DENJQTTSaAFDYdT7ivGL+LyNRuosY2TOv8A48a9kPfFeV+KYDB4mvxjAkk81fowDf1qJjRk17P8PNRGo+FIoXdjJZOYD/u9V/Q4/CvGK774VXnl6ze2JcgTweYoHdkP+DH8qiJR6pyRwRgenFKM7TnJHXmkCbWG5jz0O3pSO3AG4555IrQk5vWrh7bUrRkBY7tuPbIJP5Cuht5VMakkD1B71zmpfvfEFjHns5PfjGP51rWQdE25JUdKANB5gq8DjuelRyM75YHb6UqgY6+/SlIyw+6eMetAEITDEnke/apgFA4xzS4XJwp69x0pVJCjPHbrQAEEgdk7ClXpjoPY9aOpGQfrS5BxnHPqO9TYBQWGSCMY4J/WnqzOCSP6/pTBhSRx9T2/OjOBggE/lTsAFgSAMnj8aQnA+7jH3uKcSwc8Y7ZHQU0cnoMg8AUgDGQTt/HFNUhSM846UuTzk4/M8UhAGcMTkdaQC9OS3BFCDJ6jr1P+FIqgHLAkng5GKVRx04zxkYzQA7bzjBz9cUcHqMcfmaTbn7oI/DikxnAGOTyc00A1wSuTtwT2FOQbEPAP0pjDDfL0PvSSvtiJB+Y1QGJcyeZeO7EcuVH5Vt2shNrHleSMc1Q0yzEzrO4yFJIz6+tawRQCvGRyR1pXAbIcjB61z3jLxEPDmitJGwN5PmO3Xrz3b6L/ADxW5K6xRu0jhVRSXYnhQOSa8F8Sa5Lr+sy3khIi+7BGeiRjoP6n3NS2NGRIxkkaSRiWYlmYnJJPJJr1zwfpg0zw7ArLiaf99Jx69B+AxXA+EtDGs6r++B+ywASS/wC1zwv4/wAs162OOlVFdRSHg0tMBpwqyRRS5pKKAHUUgNLQAUUZo7UAGaQmkooAKKKKAG0UUUAFFFFAFqikzRmgBaKTNGaAFNNNKTmmk0AJTaUnFNNACU0049KYTQA0mmmlY4ppNACE000pptA0IaaTS000CEJrz/x7b7NWtrkD5ZoNpPupI/kRXfmuc8a2hudA89R81rKJD/ut8p/XbUyWhSPOq2vCV+uneK9NuGOE84Ruc4+VvlP86xMUAYPBIPt2rK5R9LojAnDHAPTPSmS7yOWwD0B5zVHw9fHWfDWnX2RveECTA/iHDfqK0CrAHaQfatFsSc/NGJNdQkDekROM/wC1WtCvGSAO3WsTUzNJ4htlAVUETklepyR/h+takRkQdee2R2pgXe4UDIPJ46U7ABwRkHkj0qFJC3BUnHtTmcHgBTn17UAP2keufWkA4xkbc9adksCT7DgZ/OlYjGcdKAFAx149zwKUlW5A/GmENgEAnjGB2pA+F6nHXBNAEnCn5uuaVucY+6ew7VTLHb6Y9+aUSMNpLEn1FTcCyVAOQM/jRkZ4HHfIqFZM5yWyccYqVXAOQBjPPHSmA8qCOetNwRgYJH1oD57Y7DtimvIw6DA5y2aNAHEKenBHp3NIBzu5z9KjZjgYORnrSbzgEAjJxgL1FIB5ICZ6jPGMjNIPuHnkcgY9aiaRlYcZJPA74qzFAZMNJx7ColNR3LhBzehFjcRtBOOtMkgkmBAUAerdK0lVB90UpXcM4xzWLrvodKoR6mdGlxDhTbo6KMDyjgj8D/jT0kSUt5T528MMcg+hHUGtDbgYxms6/sxIxngYR3CD73Zx/db1H8qI1nsxSoJ7HI/EPVY7XQ108SbJr47cr1CDr+ZwPfmvHJIyjlH+8ODiuh8b3V/eeJ7l7+AwMgCRRbshYx0we+eTn3rKtbd9UlhtkGZ2dYwf9k8fpW17nM1bQ9F8FaZ/Z+hJK3+uu8TN7Doo/Ln8a6WoYY0ghSGMYSNQij2AwKkBrZKyIHilpopRTEPoptKDQAtFFFABRmiigAooooAKQmlppoAM5ozRRQAZ4ozRRQBYooooAKKKKACmmlPSmmgANMJp1MNACE00kUpNMNACE5NNJpaaaAGmkJpTTaAEJppNBpDQAh61BdWy3tnPaN92eNoj7Z6H88flU1ITSYzxqRHhleNxh0Yqw9COtIM10HjDT/setG4C4iux5gPo38Q/Pn8awOlYMs9W+FOp+bp15pjYzBIJ15P3W4PH1H616FjcnOM+1eK/DfUvsHi6CMsFS7Q25PueV/UV7WMAgA7QePatI7CZiX21NVgLAfMrDI69quQyIx44YdiKi1BIUX7XKQBCeCe+e1LE6Pg8HIyADiqEWht4Aye/FLkbidvTgE0zYM4xk0rHb0PsMcUAOyeu7g9vWmtNgjBPTkGlKNkYLD+tAgyeF54zg0gIXbJ2hs596ArEYHJxnoRVogIDnapHfFQPKhUjdn15oYEZTAPZ/QcikBIPyg+5xUc14gI3FeemDVZr87sqAR9f61Iy/vUewHIGacrDgkEbeuRg1nHUiFwQR6jGai/tZQ2ckZ/WgDYbd9/acfSgliCQPzGcVmR6vbYALgEjv2q/HdW865SZWbpweRQIV2GM4zjqBUUkm47cEsfUZqVpEUYG4+xqWJEC+YRjIzUSmlobU6Tk79B0EO0cgk9d1Tv+7dUzlmPC1QvNWgsoi7yKqgEk9gKXTbl7rNxIMM/Rf7q9h/WuWWu53KPKrI1EXFPJG4DNNZwFBPfoKj3bnwOuKklslZlztHXvzVO6cJHjOKllkWEYz81Yl9e4yXJ9FUdTQM5Tx3pMV9pkl8SBPbrlT0yvfNcz8P7DzdQuL9h8sKBEP+03X9P51v8Aiay1fVhDZ2ojFqXBuGaTBbn7uPStjTdPt9KsUtLZSsaZPJyST1JPvXZRi7anFWknLQu0o600GlFdBzjwaWminUAOopAaWgB1FIKWgAooooAKKKKAEJ4pKUjikoAKKKKACiiigCfNGaSigBc0ZpKKAFJzTT1pTxTTQAh60wnNKTimmgBDTTSk0w07gIaaTSk4ppNIBCaaTSmmE4oADTSacTmmd6AEJppNKabQM5rx0hk0W0ZU4iuDuOOgZcD9R/KuAGR0r1+4t4722ltJgDHMhjbPbPQ/gcH8K8imga3mkhkyHjYow9wcGsprUpD7eeS2uI54srJE4kU+4OR/Kvo22vlv9PgvI1+SeJZOn94Z6182gGvb/hze/bvBkEe4l7SRoGOew+Zf0b9KUQZY160eSS1lnZ5AkuREOFXIPOO5rSt0iECARtwOABn86k1cFbIzAbihDAYqK1n86FWKEDFaCJ8FRhW5+lOClRngentTDOAMAgnsCaUStgYUA9iKAHBmKsPf+HJxSMZCeM5Pb2o83oNvNL9oZc8Z/D+lJsCFreaXqTzzjFN/s/zE+YtyfpVn7Qx42kn0AoErsR07YyOKkCt/Zcfdx7UHTYgQA5/4CtXV35z+PTFZmoeJNH09gt3qdsjggbd4ZvwC5NMCf+zYDx8z49KRdMtmJJtywxxz0rGf4gaBHIN0tyze1u2P6VFJ8R9BAI23pIHaDGf1o0A15dGs5Bj7Oo7ltxBFRW/hO0uJ2dJp0wRnZMQK5+5+J2k7SIrS9c9B8qrn9a5ub4m31rqEk1hbPGjkZWRwRj8BUSemhpTtfU9ZlsY7ZcIxKYwQTyKwNa8R2mkxbZpcyH7qAjJrzu9+Jet3yFIoI4M/xZLVzEstzcztcXMrzytyxds/l6VhyOT1Op4hRjaJ1Vzqsuta9ZNcSxvE0gSO2imVxnsWA+nevWNNgMcC7mI9SeMmvGfCc+lW/iGO51AlMAiNyPlVz/E34Z56V7dA+IUkiCSIwyHGTkfyqKiSdkOlNyjqyYsS+yPPux7CleRIUYA/P61H9pCK44Cj7zAjFUzOr5lZiyZwABjNQaDp5RDC0jnLH1P6Vgyu7M08j/N0VfT0rQuWZ5AsjAuRuYA9B6VlFvNn9VU5J9Wq4R5nYmclGLZMowAKdTaUdK9BHmt3H07tTBTh1piHDpThTO9OoAdTh0pg60tADqAcUdaKAFzS9qbRQA4HNIDmkooAUmkoooAKKKKACiiigCbIoptGaAHZFGRTaKAFJpppaaaAEPWmmlphoAQ00mlJNNPWgBppp6U40wmgBCaaaU96bQAhpDRmkNAxCabSnrSUBYTIFec+L7YW/ii8wMLLtmA/3lBP65r0WuK8eRk6nZTgcyWwU/VWYf1FRNDW5yleh/CjUhFqN5prsNk8YmQN/eTg/of0rhFtlVQ8zhQe3c1o6Lq8Wi6va30MW7yZAzk9SnRgPwzWaZR9ANtkRkYZB4INedar42/4R/WbjTZdJkdY2yj+aBuU8gjivRY2iuIkmhYSRSKGjYdCCOD+VecfFTSCbO01aNPngbyZSo/gJ+U/gf51o3oJEI+J0Jzu0iXBH/Pcf/E1MnxQswMPpNwPUrKprzRHJXmnEjHao5mM9Dl+KMAY+To8je8k4H8hVOX4pXzDEWl2yZ/vSsf5AVwp9cVETz7UXA7Gb4la642xpaRj2Qtj8zVCfx14kmGP7SMY/wCmMap/SudLCmmk2BbudU1C8J+1X1zPnqJJmP6ZqvAQtxFgAfOD+oqMmlibEyH0OaQGkJCxjPoDUTyFiTkVCr8+wWjdkdKAJCRjJPfBFNd0PGBURYg885NNLZPSgB+QM46UqMAajzS9aAHOACGDY564rX0fxXq+hgJbXDGD/nm3zL+HpWSMcA0hgYfNGxBpNJ7jTa1R6Vo/j7TbgL/a/nRuBwQodM+uM10MXiTS7yYG3uI5yB+7QsEA9SSeleJsHVvniH1U4NB25z84+q5rP2aNVXl1PZZ9QgSKWWSePew+aQfdRfYDk1j+HLtr2C8nJ/dm5YR/7oAH+frXmyOACWklK+mSK7nwVMZLO8U8KsqlV9AVH+FXShyyuTUqc6sdUDTx0pgp+a6jnHClpBS0AOFKKaOlOFADh1paQdaWgBRmlpBS0ALxikoooAKKKKACiiigAyKMikNIKAHZFGRTTRQBNRRRQAUUUUAFIetLTTQAhqM0/NMNFgENRmnGmmgBtMan5pjUAIelNoPWkNACU006mmgoaaQ0vam0ABrnPGcQ/sq2uwgZopmjOewccfqv610R6VV1OGC50S+guXWOJot3mHopU5B/MVMtgPKsu7EsSzE9fWun0TwHrmtASLCtrAefMuCVz9F6mup8H+GLfT47e9uFWa6kwwYjIQH0B7+9ej27YA+nNckqnRHXCimryMvRvD11p2h2+nSatO6wAhWiUIcZzjJycCjVNCS+0u5smuLotPGUDvMz4/A8H8q3+x5xUMgyvqKz5pGvJG1rHzfqumXuiXz2d5GUccqw+66+oPpVLJ9a9/8AEegWuv6Y9tMmHHMbgfMjeo/zzXg17ZzadfTWdwuJoXKsP5EexGDW0Zcxy1IcrIsnFNPNHSirMwpM0velxQAxjxmmh8NnpgGnlc1Gwxn3oAk8zr709ZQarClDYHA5oAnMlNLZqIFj6UuDQBJkmnZPaogGqQK56EZoAfu6Z4NTrIAMGq4D45FG456dKALgYMOelKSuBwCKrpIcEY5PtTxJz81AEhAcqCPlB6etdX4Rk8q+kQEbJo/u/wC0vOfyJrkDLuYKvBH6V0XhSXbqtuhH3mYA/wDAWzTjuJ7HoA6Uopg6nNPFbkD6d2puaUdaAHDpThTQaWgBw4p1Npw6UAFOptKKAFooooAKKKKACiiihANoooqrAFFFFFgJqKKKkAooooAQ9KaacTTDQAh60wmnUw1TYCGmGnE009akBppppxppNADD1pD1pTTaBiGkNKaaelAxKaaUmkoAQ9KinhiuYHgmQPE6lWU9CKlPSkpPYDXsECLDEnCqoAz6Ct+0O7dzz0rntOY+cnuuc1uwOUkYEdTXntanox2NBGBO3HHXNI4BHSmoMEAnk0+dwsWT1FJlFInEm3rXmHxO0Ng8WsRJxxFOQO38JP8AL8q7+G+WXVTEDwqkfU1Y1aO2urR4JUV4Z0Kup6URlZiqQvGx85gE96XFLKvk3E0IYkRyMoPrgkUimuo89gFBo6GnAZoPNADfeo8ZbPXFSGgABc8de9AEe1ScHrTfL5qX5SeMY9qdgYwKAIwuKUYHWpQOKRgMc0AN4I4IpQCOlRshHK05X45oAduI+lL5ig8igMhGM0Exk8kYoAVZgTillbBG3qagLxAnHP0pUYk5AI+tAFmCI/fYjrk1ueHctr1m3o549tprGRiB6nFbXhZsa9AT3DD8cGnHcTPRBTx0pgp46VuQOFOHWminDrQAvenU3vTqAHUoNJQOtADqUUlKKAFooooAKKKKACkJpTTapIAooooAKKKKAJqKbRUgOoptFACnpTDTs009aAGnimGnk5phoaAaTTTS96ae9ACE5php1NNADaQ9aU02gpCGmnpS000AITSUp60lADaKKKTC5fsWIaM9+n61vsTHIJunfn6VycV00eQv31IYA963Ir9b7TiEOXUYI9K4HuenBJxNyCUNtOc44qHVZ1jt5GY4AHWsjTb8tlJOJAcZrRu5FntCCMhuD9Km5aWpxenanG/i1bSK5SVWj87AOcHp1/WuvuRuhPoOc+leKeF5Y9J8eeSGBi82SANnqM8fyr2uWUPasCflx60ONmKEvaRbPn29/wCQneLzxO/X/eNQ9K0vEsAtvEuoIv3TLvX6Ng1lZNdK2POkrNoUyYOKPN9DTG57VGRg5FMksBxSlvkHHX/GoA1L5o2gGgCUDB607cM5qq0+BgHNR+Yx6daVwLplUUxpx9arbHbqacITQBL5y96TfGxySfwqPy8U4ADjFMB4RD0YilESZyXJ+tAAp3lnrQABVHQDHtT9vy4phUjmnKxHWgCVCUA5rX8Pt/xPbMqTnzlrHVsnn9a09Bk8rW7J+3nr/PFOO4mepLTwKYBjj0p1bkjxTh1popw60CF706m0ooAcOtKOtIOtKOtADqUHFJRQA6ikBoJoAUHNFNoppgKTSUUUWAKKKKLAFFFFFgJKKKKQBRRRQAh6UlKelIelADDxTTTj1ppPOKq6AYe9N7U496b2qQG0w04009KAEPSm049KbQMbTe9OpvegYh60lKetNNACUUUUBYYYi8hZRyBnFS22+0nSaM/u5OD9aIpBDcRyMflBwas2TwyNc2TnC7iUPseRXBVVp6HoUHeCFZPI1BJVYhJlx9GFb8LrLD8w7Vy1xK8cLQykiSFgRmtayugUxuyuMg1mbo8p8a2I0fxqt0q7YpitwAvAzn5v1Gfxr1uzdbvTopYmLFk4x71x3xA0G41m2hu7P5ntUbdFjllPJIPqMdKxfAXjpNHdLTUifIUjY55AHoatq6uYxl7OTj3Kfj2xksvEKmSIxmWENj1wSK5bcBXovxI1TR9XtrN7K4jlnWQkbTkhCOc/pXnmxQelbR2OWr8bIy5PQU3PrVjaBUMqHgiqMiJ3A6dahLHNTiPcfSonQgmkADp0p6sB1FOC4UcUbQe1AD1kXNSbhUHl+lKFYGmBYKgimGM44poLinBm4yPyoAZgr1qVJB3p4bI54pPLU9h+FAD8+lIV70qptGaDzQAnNaOiK0mr2SL1MyY/PNZ/41s+FcHxFaAjPLEfXaaa3Ez03PenCmr0FOrckeKcOtNFOHWgQtKKSlFADhS0g60tADqKTNLQAUUUUAFFFFVYAooooAKKbS44oAWim0UATUUUVIBRRRQAh6Uh6UUhoAaetM7089aZTaAae9N7U496b2pAMIpppxppoAYaKD1ooAbTe9OpvegaEPWkpT1pKAG0UUUDK2oMy6bcsrFWETEEdQcVi6Lrq3CBz8tzDxIuevoR7Vsam23S7o9vKb+VeWLPLbXPnQuUkB4I/wA9Kwqxua0qjg/I9Vv7xbpTcQcsygOCOQRWbFqN3G/7tztA9KydH8UWojIuWEMvcMPlb6HtWpLiVftFmN+7lkB4PuK5JRa3O6MlJaM3bDVUkADyKWHJ5xWHr3hTSNQgebT9ltecsNjcOevI/qKrLGt7zHIYpAcHnGPrWbqses6NGJo7nfAx2+YFBK596Ip30HUtye8rnJRowypGGB5HvUoQ55qRVyc468mnYANdR5owpjrTcZp5OevWmd6AGBeScZqvIOSfU1ZYkIewzVeXp79aAHpnYKCOakaJ4JDDINsi8MPfFMPFADcGnKSOKVeacU7+lAB1FGDjinAfLS7MUACqxHIpRG2OKkWngcYoAr7GzShDVjA9KTbzx0oAYYwcV0Pg+HOuo3aOF2HsSMf1rD2cZrp/Baf8TC4busWP/Hh/hVR3E9jtxTxTB2p1bEDxTh1popaAHUopBQM0AOFOptKKAFooooAdRRRQAUUUVSAKTNKelNoAKKMUYoAKKMUYoAwP+E+8Mf8AQT/8gSf/ABNH/CfeGP8AoJ/+QJP/AImvEqK5/aMux7b/AMJ94Y/6Cf8A5Ak/+Jo/4T7wx/0E/wDyBJ/8TXiVFHtGLlR7afHvhj/oJ/8AkCT/AOJph8e+Gs/8hL/yBJ/8TXitFHtGOx7UfHnhrP8AyEv/ACBJ/wDE0z/hO/Df/QS/8gSf/E14xRQ6jYuVHsx8deG+f+Jj/wCQJP8A4mmnxz4c/wCgj/5Ak/8Aia8boo9ow5UexHxx4c/6CP8A5Ak/+JpD438O4/5CP/kGT/4mvHqKPaMOVHr58beHf+gh/wCQZP8A4mkPjbw9/wBBD/yDJ/8AE15DRR7Rhyo9d/4TXw9n/kIf+QZP/iab/wAJp4fz/wAhD/yDJ/8AE15JRR7Rjsetnxp4fz/yEP8AyDJ/8TSf8Jn4f/5//wDyDJ/8TXktFHtGFj1j/hMtA/5//wDyDJ/8TW1BNHc28c8Tbo5FDo2MZBGQa8Nr2bRf+Rf07/r1i/8AQRVQk2AzXpRDotyf7yhB+JrzWVOa9A8Vvt0cKP45VH8zXCuBg1M9wRTKHdxWzoWtvpk6RXBdrUnnb1T3Hr9KzT/Ok2jFZuKe5UZOLujvNcm062sV1exuo3lBH7skESD096ztU8YWep+H3sksmjuZCAW4CgA5Ncr5SY4UH3pwjA5AqVBI1lXkxR096SnFcHIpH4rRmIxsjk1GWJNOYk9qQJgZ2k/SgCOQYKjAz61NZW/2vU7W3xkSyqhHsTzUR5YnGMdq3vBtoLjWTOw+W3QsP948D+tNbgxnimAQa/ctjiVVkH4jB/lWKcfnXU+N4gt7aSd2iIP4N/8AXrlOMdKHuJBnBFSKwNRrzTwOaQyTZkcUo44NC8GnjB5NACgZPHeplHPQVDs7ipVY4welABtORTkGBk0mM4NA6HNADtp6gV1fg2MCW7k/2EH6n/CuWBHC5rsvB64trpsfxqv6f/Xqo7iex0q9qdSAU4dK2IFp1IKWgBR0pc0ClBxQAtA60UDrQA6iigDNADu1FFFO4CZpaKKLgBptOpCKaYBmjNBOaD0oAM0ZozRmgD5yooorjNAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvZtF/5AGnf9esX/oIrxmvZ9F/5F/Tv+vWL/wBBFaU9xMyfF7Ys7ZexkJ/IVxsoOfauw8XjMNqP9pj+grjnOc+mKJbgiI8Uo6U0nOKOakZKrYp24EcCovSnr0oAdnnik+91ozikLZPHWgAIC9KaCwG4AYB5zR95+aJMKhx6YFAFYscniu+8GWP2bSGuGHzXD7h/ujgf1rgwuSB0zxmvW7WBba1igT7kaBR+AqoITOa8bwbrO1uP7jlPzGf6VxGQDxXofi9N2gOf7sqH9a87YY4AoluCADFTIMnJpi9KkGAKkY4daetNAGAe9PAoAcOtSKNw96jUc9KeOTwRQBIAQBkc0Fe/anbuOSKV1BPB4oAickLXe+Ek26IG7vIxP4YFcK+AcV6H4dj8vQbT/aUt+ZNVDcTNYdKUUgpwFbEDqUdaSlHWgBaKKUUALRRRQA6lFNFLQA6ikBpaACiiimgCkOaWimAmKMGjNGaADFGKM0ZoA+cqKKK4zQKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr2bRf8AkX9O/wCvWL/0EUUVpT3EzH8XdLX6NXGt2ooonuCI26U70+lFFSMKevSiigBaavWiigBDw1QMxLYJ4oooAcv31/3h/OvXhRRVxJMXxT/yL1x9U/8AQhXnJ60UUpbgA61KvUUUVJQ8dakoooAk7U7+IfWiigBT90VIozjPpRRQBD3P1r0zR+NItMf88looq4EyNFe1PHSiitSRaUdaKKAFooooAdRRRQAU6iigBR1paKKACiiimgCiiimA2iiigAooooA//9k=", "path": "001703.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001704
Men Tshirts
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", "path": "001704.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001705
Men Tshirts
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", "path": "001705.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001706
Men Tshirts
{ "bytes": 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", "path": "001706.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001707
Men Tshirts
{ "bytes": 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", "path": "001707.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001708
Men Tshirts
{ "bytes": 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", "path": "001708.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001709
Men Tshirts
{ "bytes": 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", "path": "001709.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001710
Men Tshirts
{ "bytes": 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", "path": "001710.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001711
Men Tshirts
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", "path": "001711.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001712
Men Tshirts
{ "bytes": 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", "path": "001712.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001713
Men Tshirts
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", "path": "001713.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001714
Men Tshirts
{ "bytes": 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", "path": "001714.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001715
Men Tshirts
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", "path": "001715.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001716
Men Tshirts
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p71SVwKkLkzOc9BxUu6q1uf3sualBqySTNNzSZpCaQATSZ5pOtLiiwEgNLmmCnUALTDTqYTTAaaAQKOKYTzQwR6B4T8TJdaZP4f1OQbZUKwyH9BXZeHr0y6ZA743qDFIB/eXivDgxBGCQRyMV02g+LW0dvLuMvDK+WPofWsZw6m8Knc9sAyOuaaUqjpOr2Wo26yW1wkgIzjPI/CtLcOh6/SsrM3TXQhaPNN8urWKUpx2oKKvlms/WNQi0ewku52AReFHdj6VqSyRwwySyttjRSWb0FcRbB/F+u/bWU/2XanbCh6SN6mqSuSyfw3pM11dPrOog/apj+7U/wJ2rso4wq0kUIjiB24VeAR0rJ1bxVo+jIRc3iGQf8s0O4/pRqL3UbJx05H4ZNUtT1ew0eDz765WIDopPzH8K8z1n4nXtzuj02IWyH/lo/Jriru9uL2Uy3VxJNIe7nNWoMzdVHV+KfHt1rJe0sy0Fl3OcM9cbnIwvWm8t+FPHFaqNjCUriqpHWn0wGlyaskcTSZpuaWgAzzSZoooEGaUGkFLQAc0o/KkpRQAoJ6Z49Kv6fqt7plws1ncyQuOflOB+NUB0pwPNA0e2+DPiRHqxjsNWKxXR4WX+FzXouCOv6V8pxyNG6srEFTkY7V7l8OfFh1vTfsF5IPtkC/KWPLrWcodRpndYP1FJnjPBPvQPTA4peuQRjNQMAfcZo4JPBpD34zS8HGeKAAgehoxx1NAx09qB2JzQAoOByPxpPyH1pcc8DIIpB1xgH69qAF5Ix/Ogk4yMCghh2+hpOq56MOvpQAhGDycUZx2zz3peuc80fNjqT9aADcdxyMfSjig9cjNAC+maAE6EZH5UjAcFacQMjApMHnFAAc53DNHBOM4I7etKMFcEUnB4xjHegAAweT+FBxjntSHpzz+FL0IoAOCKTOFznpzn2peg4PU1i+LdVXRfDF9eFsMIyi/7x4FAHi/j/XW1fxNcbXJggJijHbjqa5ItkU6V2kJdiSx5JPeoAST1rRbCZBAP3stSjFR4KyMfUUqmmIkoNJmikAgp9NxThTAUU7NNpTQAUxqdTGPNADaaadTTQMKUjfGV79RSUqnDg0xDrO9ubKQS207xSDuprrdN+Imr2mBcBLlR3PBrjWBSZlHTqKXk9RUuKZSk0eqW/wAVLQj/AEi0dDjnbzVtfilo5PMc/wBMV5BnjFPThTI2cDpU8iL9sd74t8exarZw2lnHItuxzLzhmHpVNPiLeWVolrp1lb28aDAZhk1xRffJuPWlB9KrkSE6jNvUPFuuaoSJ799h/hTisV23MWZizHuTk0mCT1oC01FEOTYpZj04+lKF9aMH0paYgooooAcKKKOKACijijincAooOKSgBQeaXNM70uaQC5pRTRSqaYD+KVSM80zPNG7mgB5bnrW14b1aTR9Yt71GI8twWHqO4rC61JG+09aaEfVlrcR3drFcRkFJFDDn15/rUuexNcX8MdWXU/CqQOdz2rFCT129q7XgEc9B2rB7lgGyvoe9GOeBn29aMHv0pPqfpSAUEHjBFGCMYOcHpRn1FHfOMUABOMEg8+lIBk9+nWlz6UDPXGPUUACkkUpzsakwCMg0pDbcnigBD1/woxkc5oPIGDijaPXmgAweQOcUhPAI4FLyPek44AoAXGe9JyBlTyKXGO1JnB7c0AL27Uhx15OaXHdaTkcGgA5xjtS9ec0nTtzRntuwaADB5zjFeV/GjVQlhYaYpIMknmuAewr1Xkn6fpXzt8SNROq+KrshiY4WEafQUJXYHLZ/KoM4c05XyMHtUUhw+a1JHNzTRkU7sKb2oAcpzTqjXrUtADhS00UooAWjiikoAWo2p9MNACUhFLRQAg60uKKKAGzHKLIOxwaQHPPapMjDIRwasNouowWq3MtrItuekpHHNAFaNA/J6DrTXbzHwPujtTpHGfKj6DqaaBz0oAAopQMUUtACUtGKKYBmiiigBcUYoooAMUUUUAFFFFACGgHig0g6UDF/Ckpc0GkAA8UZwKBg0jcUxCg0hNJnApMUAODU9TUfenCmmJnpXwl1f7Jr8ti8mEu049Nwr288Z9zmvlrQrxrHWLW5Q7WjkBBFfUMEomhjmX5lkUMPes5rUpEhxmjIyPWgntjB9KOo71AwPOe1AwQDn2pFOOP1pc8gYFAB+Pej8aMjPX8MUg9sGgBQOOMfSg4OR0pPTg0rHCnGcUAKQO3pRwT0pO5GOaOeRnp0oAUkdaQfXI9qMkDkUcDvQAoxnGDTe3H60pwDjtRzjHYUAJnnHFL7Z/WkOAc4peM9qAEIOOufajGQO1L1xz+FIcAY54oApaterp2lXV4zf6mIt+nFfMV3O1xcyzOctI5Yn617p8UdSNn4SaFXw9w4Qe4HJrwZj2q4CZVb5WyOlNYbqlcZXFQ528GqECNg4NKwwaYcGlzkUgHL1qUCok5ap8cUwExSjiiigAzSUGigAbimdae/SmgcUAAFLtzS04UAMK0gHNPooAiIzxj6V6J4nvHHwv0iyWRGnDj7Sitlowema5zwp4XuvFWsLZwMURRulf8AuivQ9T+Huo6jbHToV2wwjKTsQDNgcZ9aBnjaKBwBzTsVa1HTLrR9Qezu0KSL69/pVemA3FBFPpppCG0uKMUUAJRS4oxQAUUUtACCloxRTAKSlpKAEJpuacabSAKGOKM4pucmgB44GaaOTzQ54pBwM0ABPPFL0FIOKBTAdRnFJ0pU+ZwAOe1AmWIiVZWAOA33scV9K+D7w3vhSwmJziMI2PavI7TT4bj4R3sgiT7ZaXg3vjnaa7n4TXvn+HpbcsSYpM49iKU9ho9AIwcAH2oIzyp59KB7ntSAjjjBrIoXPy5/SgjvQNw5WgHvjHrQAobI4pBx3wKMD3o5zx+dAAMZ70bvlI6UpyetIcbSSenWgBxU8GkHB6ZpQM89/ekGFyMUALnscY9ab0GMHFL0B+XI9KXqOKAEGcYHSjgHn8KT8KUk9Ov9KAFyQeRkelJnOD+lJ/vZ+uKXAFABkdRwKQ9OM0pXOeKaSACTnAoA8c+L+pCbWLXT1Y4gj3MPc/8A1q8zbp1zW54s1L+1vE99d7iymUhc+g4FYTGtFsIjNRlcipC3tUZb2piImGKB0pxGaaBg0APiPOanBzVdamSgB+KSndqbQAUYoooAR6QDAoalHSgApc8UhpRQAmaXrRilxmgR6X8I9TjtLy4td6I8jbizdSgB4r0m+ubttMja2nXzbl2wGONi+oryD4eWMOoXOoQsXW6WHfCY+v0rtfCmgX3iJZ0n1KeFbZjE0LffoGeZ+N7yS98QbZJFlaAeX5idD61z4rufidp1nousWul2abY4Y9xJ5ZmPUk1w2KYMWmkUUpoAbRRijFIAoHNFAGKADFLRRTAKKKKADNJRRQAh6U0049KQ9KGBGTzQOtB60mcDNIGBOWxSk4FNXrmkJyaBDqcppvSnDgZNAxWbAxVrSoWn1S0iUZLzKoFUs7jzxXT+ArMXnjXS4SNw83cPwoEdt4atni8UeJPCl0Nv22ImJT6gZBq38LA9jPc278MJ3gkHuAMfpmtX4nWjaF4s0fxVbJtCy+XO44GOnNXbSyTTfEOr3MKbYZ5be6ibHB3jB/nQ9gR2p+8eevShgMDOM+lNyCfY8ilA5I6H1rIsU9OMY9R/Kkz1DYNIFC5H6UpwRxyeo4oAAMZGaO3NBYFsZwRS54yOlAAO3IxRwc4OCaTIPIIob7uR1oAXr1peT19KM80nOMg8UAIM5449aX6Gl+914NJgD60AH40Yxz3oznijGPrQAmT60HgcUpyDzRgMOKADng1jeK9S/srwxqF2SAywsFI/vHAFbOcDGTXm3xe1PydGttOUgtO+9xn+Ef8A16FuB4wzlmLEck5pjU48UwmtCRhphFPPSmE0AMNMzzTmNRE80wJ14qVKiXlc1KjAcnp3oAkOPXvim45x1PXGa9K8PabZXC2jS2lrLMlgrssvA2bvmb6jiq+naXoWo2tnBdWcMHmXLCOTft8yMep9+KAPPiMdePagDvXonh34aHxRdasLec2YtZtiI3zA+2alu/gp4ohY+QbaZQOu/FK4HmbHnpSjpV/W9FvtA1F7DUY1S4QZKqc1XNldrAsz2syxMNyuUOCPrTugRBTlpv8AUU8DrQDAjimj7wp7cCmDHXnrQI6n4earFpPjG2mmmEcciGNmPTvivbfDd5Faa1eCWSBI3G/zfMBLD1r5p6gZHfJqY3dyAQLmUDGOGPSgDp/iTqtvrPji9ubWQSQqAisO+K5KkGOcClpgFJS0mKBiUUYo70AJilxRS0AJ2opT0pKACg0UhoAKKKKAENIelBPNITxSBkZpjngCnE1E7cigQ/dhcUDrTM5NPQbvagB456nFNY5OByKHYZCik+6CO9ADwMtjPFdz8JlaT4iWAUZCBm/SuGX5F3HrXoHwYYDx/GxPSJsUAe4eLtKtvEvhvUtMDBp408wL3Ujp/KuJ0zxG0/wjupZwPtmnlbaQ/wAQw/FSzeJ00r41z2UkpW0u4ERx/tYP+Ncd8QI7nwlrGsaXEM2Or7ZVx0DZzmgD2fTboXmmWlwB8ssSsOParOCG5YYrA8GNIPCtgj/fSIAg/Tit8tn7w/Gsyw9z1FA9uPTmgkg8GkyeeOKQC5J5NA3Y4xj6UcDgGgdOnFAAB32nrSnv2780mRnoR9KQjOQfTuaAH++aT07UvGO4oJA6UAIDzg/nSkUE/WjcMjv/AEoAMZUHI5pOn0o6Hr+lLjI579KAAA7gMcdOaTbntzRhvX3o65x1oABwCSCfUV8//ETVf7U8XXKhsxW37lPw6/rmvd9QukstOuLtzhYoyxyemBXzFc3DXNzLcSHLyMXJ9yaqIFRjUZqdsEVC3FWIjPSoiakJ4qFqBMaTUZPNOJqInmkBbjPy1Iv/AOv6VXhORU6HmmBqRaxewoyJLjdB5Ge4TOcVoab4mktLuB7i0huYYYPISJxwAOQfrmsAc0uStAH0H8J7yUeCdW1eRP3kkzyjPsK5mP476lGxWXSoJACeQcd67T4d6W0/wnitYiEkuonwT6mvObr4KeJodxje2lXOchqjS4zjvF3iBvFfiGfUjB5BlCgKDnB6V75e21tpPwhHnxRlorEY3KMgmvnq102X/hJYNOlUeaLpY2A+te/fF2f7D8Ovs6/KJGSPHtimI+cDk5J68817fo/ww0C8+H8GqXMMi3n2Yylw3fGa8SVWdlQDliAPzxX1DqJ/sz4UuAdpSwA/EinLQD5elI3so6BjjP1r1rSfgqmseHbO/j1R4Zp4xIUdMgZryIkk7u+a7Lwl4y8SQatp2nW+pSeS0qx+WeRtzQwN67+CHiGHP2e4tpx25wTXE+I/Cmq+FpYo9UhWMyglMNnOK99+JPjm68GQ2P2SGKWWcncH9BXivi/xpdeN7+wd7JI5YfkRE53k0JsDl2tZ40V3hkVW5UspGRUZUgkEEYHf+VelC21S31KC8n8P6lNCsO142j3IOO1QNcaOAgvdJu4JRd/aXc25xtJwV+mKdwPO/QetHr6V3F5L4Xu4tRkkUwy3EieVhCojQHnHvisDxELWOaNLVLcRj7jRPlmU9N3oaLgYh4GcHFLg8H1rsYfD+kX14kEMgiB8pfv9SR81NPhO1n1T7Na3bmNpzEOM9FoA4/8AKlrdbw4zQo8FxvZvNbYy4IVTj+lVb7Q7zT7YTzeURkK6q4JQkZwaLgZh5pM0uc02mAZooppoAdmgnim5pCaAA0xjSk1EzUgGseahc/PTmJzmkRctmkIkUEinM4UbV+9SZz8q0DEfTlqYC/cXJHJoQc7jSBSfmY/hSlieMYoAUsWJFem/BK3WTxnJIf8Alnbk15mowCa9Z+BVuX8RahL/AHIQufrQBk/Fh3tfiPNLCSsiRxuCPUCuw1+D/hYHw00/VYAHvrJlSXb17CuS+MybfiFK3TdAh4q38HvEa2GvNo944+y3w4U9NwoA9ksbdbSKGEDANtGw/LFWx97APykYo1F0i1W1gyFJiOPpmj5hjJDZrNloORjcenWk7YJx6GlGMYHyH0POaQ8fepALxyPxpBgcZpT94ccUdwOKAEPJzk0HaVIYc+p9KCWH/wBahsFScmgCQE9Mimn0pTkHJOPrQQOtAC/hRx37+lJjnFGSPTFAAcnJzmjPTjpR2xxQeg70AHbOKAB1zgig8N7HtRht2CfwFAHE/E/UhZeFmgDbWun8o49OprwhlUnO4CvpC90aDXdQEt7EJILfKRq3RmPU0P4H0CUfNp0Oe/y1PtEi/ZtnzWVI4yPzqJ89wa+ibn4Y+G7gHNoUPqhxXN6h8IdKIJtbmeE+53CrU0xcjPE3z6GomNejah8K9Sg3G1uoph2DDBrkr/wnrVix82yYj1TkU7olxZgk0zNTy28sTFZIpEI7FTVc4yRTTJtYkgY7sVcQcCqEDDzavpwOaYEtI2SrAelL2p8S754k7vIqj8TTBH0rb6hL4W+EUF9bhfNhtlZQ3TJrzyH46a35QE+n2r5XGVyDXafEhxp3wliticFo40x+FfO54+vQVKQ2dP4QdtV+JWmzOoUzXgkZRXq3x3uNvh3TocjD3GcfQV5P8PLqGz8f6TNO2E84DJ6A17B8adCvtW0SznsYHm+zuS6oMkAjrQ9wPB9IgNzrFlD1LzqMD619IfEyYWHw1uoxxmNYwK8Z+HXhnUNR8Y2TvaTLDbvvkZ0IAxXpfxyvhD4Vt7NWw804OPYUN3Yj586gdjXVfDe0N7490tSuVVy5HsK5Un5j9a9F+CtsZvHglxlYrZm/Wm2Bp/He78zxHYWwI/dQ5I+teYWCxNqFsJ3KReYNzA4wPwrtPjDcCfx/cr2jjVfpXL+GhnXIT9lguVUEslxwm0dSaFsB29vcQS/v7DxJqUUPn+WEa5zkfQniqmteKvEGix2ph1uWYT7j86q+0A8Z4q4DoV5byyv4Ss5I42wJbO6K7/XApkujeE5nRX0bVoHZjGqx3AcZHJ79KAMZfiVrbEm5isJ1xysluv8AhXPaxqsms6g17JbW1uxGNkEYRTW7rWleF7fTpn0+61L7Shwsc8PynB5Ga5KmgFBKnIZgQcjBxipI7u5hkEkVxLGwOco+O3WougpKYFtNQvI1IW4f7jJyc8MSTUt7rd5f24hmMYTILFECliBjLHvxWfmkzQAH2pKKaaQCmkNITQaYCZxSE0GmE0hAxqJjTmNRmgBD0oQnp2prmnKhYYPApAO3DonJpVG35icmhSE4SlRCWyxpgJy55qVUxS7QKCeKBASAcV7X8AYuNYmxyCi5rxLG7r0r3D4Av+51mPrhkNAznPjZHs8diTs1uteeWlzJa3cVxESHicOpB54r0v44vbyeKbZ4Zkkb7Ph9pzgg15ao/D3oA+htL8YW3iJvDt4HXz8NbzITyGx1rt9idBnpXypo2oPpur2l2rMvlzK5UHg8819T2s63FrFMM4dA4b61ElYpDwFZc9SOvtRnjrwfanKvJIPQ4II60hBxyuQT27VIxRkggDjOeDSYJBOP0pA4VwroGH8LA/zpWIyckjmgBOpwAeexpCRtOVIxTuGOBmhieR0oAd2OaPoDmgru47UHJz1+tACYyc96dznBFG3I600jByDQAZAPQUZ//VS4GDge+aOo64oAQjI60ydzHFkD5j8oqQ5AI9Kh/wBbdAZz5fP41MnZDgrsntohHEqdcdf61OeBQi4AyKVqw3dzrWhEzYBqjcN8tWpTwazrh/lIqkBn3D1kXJU5yPzq9cvWTct1rQloyr61tZs+ZAjfUVyWpeHNOlDMsIRvVa6q4c5NYt9KFiY5qkZtI88vtJitJd0bnANMXGOK7Dwz4bbxdr0lszFYIkLyMP0Fc1qlidN1a7siP9TKV/CrizFlanRyPFKksbFXQ7lPvTaQ/SrJOh1jxrruvaYmn6hciWBGDKMc8VgnoaYDkkU40AJG7RSq6MVdSGUjsRXvXg34xaXcabFaa8xguEXY0mMhq8CPt3pQeP8AGk1cZ9P3vxQ8H6dbPJHepK5GdsKYLV4X448Z3HjLWPtTKYraL5YYvb1rlfX/AAozwBkn3oshCN1Jr174DWxOs6nPjOyJV/OvIia90+A0HlaRq90RyZAufoKUhnmHxBujd+OtWlJyBKQPpiq3hbTtY1HVtuixCS4jQkg9CvcGqmuz/afEGozbuHuXwfbJr0z4DW+/W9SnI+5AF/Oi+gjjtRu9d8Pr9j1HTYrZ5GLxnZt2juBio7LxW8coEtq0iuzsyxNgksB09Oldf8dZvM8SWUP/ADzgNcj8O7Vbzx3pUTKGXzdxUjIIFPoA7VfFX23Q5LBrJopGkDCRsg45yP5Vy2MV7X8coLOys9Lit7eKOSR2JKIBkAVjfCHwlpfiMajLqdqsyRkKu7saL6DPK+p74or6Uu/gx4TumJjjuIG9EeuU1r4EFI3k0fUd7D7sUw/rQpILHitJV/V9IvdEvpLO/gaGdc9uD9KoVQBmmmlJxTSRnrz6UhBSE0MaaTTACaYTSnpTCaQhrGmGnE0wmkMaxycVKCQtRHrUiDJpXAcinrUwFIMYp2aoQhpKBmimAp4rQ07W9R0qOdLC8lt1m+/5ZxuqhQKLAOkmmnkLyyvI3q7ZNAoC0vShDHDsK+kPh1qJ1PwVZMz7nhBibPtXzeB+dey/Be73adqNoxyFkDr+PWpmCPUgTGenQdeuaU5LcEZ6/WjZghkHBA70EIDyTwazKAOGyCrKc/hSod3HNJxvwc89PamoypdKrblBUjOeDQA4jJOOnvQ2Sh4FDKAcegpCcD/61AD8c5o6n+uaDxwR+tHG0YoAQYxjpjvS9D65o/Hj0oxg/wCNAAcjvxRkGlxyc0hUUAIW2qzHjaKbaxnaHP3mO40ybJKx/wB7rircS4A4rGrLobUY9STNMkbinMeKgkaoRsQzNhTWXcyVenb5aybp6tAZty/JrJuZOvNXbmTGaxLqbk81oSypcSfMeawNUm2wsByT29a0bifGSTVrwboDeIdc+0TpmytjuORw7DoKZnJ2R2Xw18OvougfaZ1xdXZ8xsjkDsK8x+Kemf2d4wknQfurpBKCPXoa+gACgAGBjkCvMPjRYK+j2N+o+eKbyyfY1SMWeNDnH1ra0eys7nTL2eWLzpkGAvmBCg/vc9e3FYgbIzmgnnpweoHetCTubfwfYXUdnF58kTvjMrMCHyM8VHqXgT7Km6G/DjeVyVwOn+NcbHNKpXEsg2fdwx4+lXoLnVLhJBDcSutupd8vwBnrQBqXvgfVLbU4LJNk0koLqV6bQOtZB0S/FvHcCDdHIXxt6jb1rXj1DxZZNaMklwXlQCD+JmXO7j2NU/7Z1KBMyW2zh41JjIwWPP40AUJ9NvLaOKSW1lVJfuHbnNVmUqcFSp9CMV1y+NokuIZBZOjeYJZRJJuAYDAAU9Kx/EerQ6xqxu7eDyYmUfIccN3NAGO3vX0D8KE/s/4W3t83BcyuD9Bivn4+nrX0Jpf/ABKfgLvb7zWzMD/vNSYz5+mfzZ5JT1Z2b9TXufwEtgun6tckcvKqg14QM4HHbp719HfA+2EfgppiOZpyfypPYDzb4zXBm8fSIG4jhC4+tR/By2M3xCtD1EUbv/47WV8SLo3fj7U3PO19g/Cur+Bdv5niq6nx/q7bg/Wn0CxN8dr0S+IrC0B/1EO4j611PwKtdnhK5ucf66c4P0rzb4wXX2n4g3g7QoEr2P4RW32X4e2GRzJuek9gPL/iT4w1vTvHl1Fp+pzwRRYHlo3Ga2Ph78WNTu9Zt9J1opOk7bY5gMFW965Lxp4X8Rah4s1C/j0y4lhllOxlXPFbfw4+G+tHxHa6lqVo1raW7b8MfmY/ShpWA6744aJBceGo9VCAT28gBfuQe1fPfrX0D8c9Zit/DcGlq4M1xKGKg9AK+fRukcKq7mY4AHc047AaOh6Pda9q1vp9suXlYK2B0HrX0hB8MPDCaRDaS6bE88ce0y4wWbHWsj4WeC4/DOinWNQGy8nTedw/1SVteFfGkfijWdXt7bb9ntHVI2zy3qaBHzLrtj/Zeu31iBgQTFQPas4niux+KVt9k+IGp8YEpDj8q4w8/WmIXNMYU6kNAEZphqQ1G1JgNzzViIiqverMXapAm/CjFHelJNWgDFG2jJxzRnNMY7ApOKbmlxzQIdmjOaTAx94Vb0/TbzVbhbextpJpD2QUMZWznI716j8Fi66zfoD8jQjP1qlpXwi1u6ZH1CWKzjPUbtz/AOFepeF/CFp4Wsnjs2Mk0mN8r9T7VMnoNHS7RhVJx3/CmgfeGAeTzSryuQmD0IoDL8vB5rMYgyygMRxxSEZILfN7U/qxAIJpM9wM560AIOnP60NwTg/Lil7cA5FJkkHOPxoAk656fjTRx6Uv4kfSkAI4/nQAuM8559DSeucYp3QkEc0nqcj6UAIAetL2xjmj+LOBg0yVzHG2Bk8ADNJsFqNgPmXDSdQDtFXE6VXgjCIoHQVPkAcVzPVnXHRCO3Wq0jVJI3FVJXqkiivcPWPdSHBq/cye9Y91J8p5rRIDMu5duTXP3U/zGtK+nwDXM3t1jJJ/CqRnIb5c2oXsVjbjdNM4Ue2e9e16Ho8WiaTFZwjBUfOw/ibvXI/Djw80ETa1dx4nlGIQR91fWvQODnGfaqMGxBkY45FcJ8Xcf8IFO5Ays0Z/Wu8IJFee/GN9vgdgeA06Aj8aaJPCIyCgx6YpTUMLZQevepRzWiJHCtLTdTSwt72J4BL9pi8snOMVnCkNMDqZfFsEmt6XeJBLFHYwiMDd1IXFS6HrtmzaRb39wfKimkmn8xeAT90e9caaKQzvoLrRLjTdemufIku3lJt1x/DjgiuFHKg9Pb0pg68cA07r/hQIVBmRVHcgV9B+OmGk/BW1tl6vHFH+YzXgmlQ/adXs4R1eZR+te4/G2YW3hHSrEHGZF/RaTC54J3NfTHwYuIZfh9bxoRvilcN+dfM+cZruvhr48PhDUjFc7jp9x/rB/cPrQxmd4/sbix8baks8bgSSl1YjgivTvgRpcsFnqOoyqVSRgiZ9BXex6h4U8TQJcPJYXIIz+8xuFYvjLxpo3hPw9NaadJB9qdNsUMGOCeM8VOuwHgfja9bUvF2qz7vvTsoPsOK+lfC8Y0z4f2fbyrPefyzXytAr3mpQo53STzKG9yzc19U+IHGk/D67PTyrLZ+mKbAyfhl4uHiTTLm2ndTc20rKR6rng1l+N/ivN4Z1KfS4tJczhcpK7fKa8j+HniZvDni22uXbFvK2yZR0wT1r1n4x+GV1nw7FrVmgee0G4leroaVrAeF65rl/4h1J76/uDJK2SPRR6Cu3+EXgka5qg1i9jP2C1OY1I4dq4HStNm1jVbXT7ddz3EgUegWvpq6vNN+G3gdOFCwIAqd5H71TAg+JcXiG68O/YdAtBIZuJSp5VfSuH+EGh63oPiK8TUdPnt4ZYcbm6bs9afZ/H5G4vNHZR/0zaun8P/FzRPEWrW+mxQXEU05wC/TPpSRJ518crIQ+LLW5A/11vg+5FeWMK92+PNj5mm6ZqKj5o5DG3414SaYDCaM5pSKbQMa1MNSEVG1DBBb28l1dRW8K7pJWCKPc1oX2j32jXRtr23eKUc4I61ufDHTf7R8d2QK5jhzK/Hp0r3PxfpdvctbXE1vHIwYoCV7VFx2ufNI9KkVWb7qO30Br6Cs/D+luqk6fb/Ux1rw6Pp0WPLsoF+iChzsaKmfOEOm31wP3NjcOfaM1pW/g7X7kDZpzrnu/FfRS28SDCxoB7LSiML0FJ1C1SPDbb4X65cAec8MI9+TWrb/CYqR9qvGb/cGK9e285qNhzS9oNUzzqD4d6Vac+QZG9XNbfh3T4tM1yIRRJGrDb8q966ORc1nuvl3UUo/hfNaRldClBJHXMMbduBx09aAM8N+NICSBtY4xxQVLAgnn1qDEQ/KQckbTS9QDwD1FKCcFW/MUg5UAY4oAATvBwfwpd390nHpikZSwGSR9KDywYHaemfWgBSQRn8qQk7SNx/KnlcrnPSo+gJzmgCTPIPfuKOeQfwzRkjueaMqOv50AGOOuD60DBPBzn0o4xnNAHGV7dR3oATOB3P41Ezb7jGMhePrmpXYJGWLYWoYAdxZurHJNZzdka0o3dyyDtFNZ8DrTGfioXk4NYI6WLJJxVSaWiSQ1Tml561aEV7mXrzWLezYB5q/cv8prn9RnAXr0rVCZj6lc4U5NQeFtFbxHrgRwfskJDzN/IVm6jPJLKsMOWlkbagHc17H4R8Px+HtDihx/pEgDzN6n0qkjGpI341WKJEjXaijAGOgo6E5NA4IHWl3EjnA+tMxE6H2rzb41sR4Pt1z965A/Q16T7cYry344MF8N2Cc83Of/AB00IDxCBsHmrK9KpxnDVaQ8VomSSikagUNVAMpvenHpTRSAfRSCloA3PBcP2nxro8YGc3KnH0Nel/Hu5zeaTaA8KjMRXGfCq0F18QdOGM+WS/0xW38cbsTeM4oc8Q24/Wl1A8vbg0qmkagcHB6+lAyVJXjP7t2X/cJFKZGc7pCzN6sc1GKdTAQSNFMsiMVdSGVh1BHQ1tXPjfxJeWL2dzqs81vIMMjEdKwX602gQ9XI5HDdiO1es6B8ZUtNCj0nWNMe5jEfll0bqvTmvJKUZxQB6D4E8QeF9A8UXup3nnLHk/ZFKZ2g1X+J3jmPxbqscdi7DToF+QEfeNcIefwpD9aVhgTWn4avTp/ifTbpeClwo/A1lUoyOc45z+NOxJ9LfFi2j1T4e3MsMiO0RWUAEGvmcEEZHTqKttqV80TRNeTmNhgpvODVTjtQAh6Uw9KeaQ0AM7UxqeelMY9fpSZSPWPgXYbtR1LUWHEcYjH4167rsW/Smx82xgfcVxHwVtPI8ITXG3meYnPqBx/OvQb+PzLGde+wn8qzGjAsD8oHtWogrH09/lGOtbEfIFZyZ1R2JMUEUtJUliEVGwqQ9ajemIgeqFyh2kjtzWg9VJuVIrWJMtjftZBJaQvk8oM/lU+D2BOR0Iqjph/4l8antkZq597aeelByvcXjd12mlwTnPWmgnGGGaB14HP1oAOvBP4UmeuB0p2QfUEUZBH3iDQAivkAqCD3BoyCtGec8/lSNyDwCe3NAEmMgDOCP1pAT0J60vHvketIRjrwaAAZ52t9QaTIIGDyOvHWlGAaXcApJAwKGBBM+SsYYNnkj2pygheetNQb2LkdelKzYFctSV3odlKPLHUbI4FVJJaLiYdKpvLmkjQkaTIqnM9SlvlNUZ5MA1oiWUbyfapxXJ6pdYByeOtbeo3AVTzXJraza9rMGm2+d0jfMR2XuauJnJ2R0fw40MajqMmt3SBoYTiEEcFvWvWMen59qp6Zp0WladDZ2ygRxLgYHWrY4z1we1aHM3djjzjmkHAHU0Yz2NJn8aBCnoc5/OvIvjlL/wAS7S4h/FIx/IV67wOO1eLfHOTN1pMW7IAc/wAqEDPIVPP41ajPFVV7Cp0OK0RJYBoNNU5FLTAbQBxRRQA4UDrQOlAxkZoA9P8AgfaCbxnNOR/qYCfzrH+K119q+IepDPyx7Yxj/drsvgLaDdq19j7qiPNeZeLrv7b4t1W4J+9cOB+FJbgVNF02PVtT+zyylF2MzFR8z47DPetQeEJbm3u7mzd47a2Y5ScYfgZPFQeHNNstRlc3V0bbEiqrhsEDvXQt4dlgumgstZmZyxzk7gygZJoA5i58NanaiMywY8yETKO5B7VDJompxebvtHHkkCT6npXWQReJnSK4W6inHlvIBIuMIpGBVPVL/W7pXbUNMBmBhlLxkjk8AEe9AzlLixuoS4lt5FMeN25TxnpVRlZWwwZT6EYruG1i4ksrpJtOuDJJeqXZR024JX8qW68S6Rf63501qIEDIMGIHaB1pgcOBzjPNLketdcbnw/ctsdYwj3MjM2CpCY46VV1fSNOttFjuLZmEgCgO0gImz147YoEcyaSlpKAEooNFACU2nGm0CCkp1NNADD0pjd8dcU8miNDJPGg6swAqWUj6Z+HFkLTwLpse0BmQuffJzXVsm9dvGGBBqjotuLTRLGAfKYoVX/x0VeByOx4qBnJ26GG7liP8LECtiI8Csu+UQ6w+Ojc1oQNlRioaOmD0LYGaKFoNQWhhpjU80xutFxkD1WlHBq09Vpeh/GtYslo0tHx9h6/xGtDHPTH41m6KwNtIpA+93rT/h68e9NnK1qJg+/50ZyvI6UAHHbPrQQec9qBB1wQMUAdeDSdieQR6UDJzgA0ALyQCKQ5G4EYpSA3G0UgGD9OtADj/vUvsaBnHY0nOSM0AAPoMEd6hkO/jI2g8kd6c8hzsXp7Ui5AycA1jUmlojelTu7sUHZwfyqGd/lOKdJwKqTN8prnR1FGeTFQh91LccmkhWrQhzcLWXeyBQa1JjtU1z2pzbUbmtESznNavAkbkngDmut+Gugm3sZdXuY/31ycRk9VX/69cbp+nS+I/EcFmufIVg87Y6KK9qhhSGFYYk2ogCgegrZI5qj1sPHAPXNLgADmlGcfpSbcdaZkHPY5PpRk+lHIGD9aOuTjB9KAAYOBjmvDfjdIG13T4+6wnP5ivc24Jzx0Oa8C+NEhbxfCnXbbj9SaaBnmw6ipVpnQ0/PFWiSRTT88VCpqUHimAtFFAoAUdaXbnj1pKB/9brQB7/8ACCEad8PdSv24Ls7Z+grwi7kM13PKTku7Nn6k17xbXtjo/wAEzDFcxGaS2bKq4zkn0rwH+AE9SOR71K3Aj6ZIOPfNWbe/u7WTzIbl1kAIyW9etVqcBVAbNv4p1m3h8qO8OwRmPaQPunrV9PHOqDiVYZxleWXqF+7n8a5eigDqU8Yu18txNbBVaRpXCdGJXFcpcSmSeSTJG9i3PbNObpUTcmkMUGgklRkkgdBngUg4pcimIKSlpKAA0lBooAQiilpKAENMJpzGmUAIav6Bb/a/EOnwdd86L+ZqgRXR+AYPtHjnSoxziUN+XP8ASpY0fT6rtjVSDwAKXjnHBpRk8AdO9LuGASeenSoGc7ry7LuB8YBG3NSWxyq4qbxDHvslcHmN+KpWLgxjBqWb03oaqmlqJDxTs1kzVCtimHFKaYetIZHJVWQ4U1Zc1Uk6GtYsTNHRCNs64zzmtXJyQV61iaK376TJ7CtrK8H9MVozkluBXevyjmnHOc9+9NGDnGc0YOAQAeOaQhcjGCcUnU9s0dcYb86ACeffrigBDjd1w1IzEZywx704gkk8flR/CV60AO+oqKWQgBU+92we1PeQRx5P0A9arxrvYsxyTzUVJcqNKcOZkiJ69afgUqjApGOFNcr1OxaEExrPmbrVyZuKz5m5NNICrMcmnwkAcmoXPNNLYB5q7CuJezKMgVyOuXWyFiCc9cVv3jgKxNYthpza5r8MDDMEZ3yE9MDsauKIm9Dqfh/oZ07RjdSri5ujvJ9F7V1g6jkg0KgRFQLtVRgCnZJ7g1scj1Yde9CjtyfajGQQR+tIOB/jQIQ9ehFGOcjFKDzwfrQwxyATQADHK5yPSvnj4vSCXxy4H8EKr/Ovogjd04r5q+J0ol8f34B4Qqv/AI6KaBnI45pwHFJjBpwqkSIODUqmoSMGpUOeKoB9AFL04ooAKAMmiikA8uzIVLHb6bv6Uwnn2paSgBppT0o70UwAUtIKWkAN0qI9akNMPWgBMUuKKKYBSE0tNNABRSDrS0AB6U006mmgBppKO9FIEB6V2fwngM3xAs2xny1Y/oa4pjxXpXwSthJ4oup2H+qtzjjuSBSbGj3sYPOOtKMgHAx+FIcE/N370gUgZGMVAyC/jM9jNHnkoSK5mwYqoUnkcV1pAYc8VyTqbfUJ4v7rUmXTepqxtUuapRPjBqwGzWLOklprdKUUj9KRRA5wKpyN1FW5elU5Tya1iJlrQ5MXrJkDIroNx75xXM6Mc6kAOu010o5XaetaSRyS3EI5+bdkdKd06k4oI+XnAzgig/OoxxleQfxpEgRliCMMOuT1pMkE8fmKQYwGIOcYOTS5xxnjtQAD6YPehhwSVzRk8gcKaCSFPpjFAFeRjJJ1O0dKljHy1GoAHrUyDiuOUnLc7oRUdgPHeonbCmpmAxVWZsUJFFeRs1RmPWrbnqaz534NXFAV5G5qCSTatJK/JrNvLsIpz2rSxFyvql5tjKjlmOAB39K7Pwtop0vTd8v/AB8zje5Pb2/KuX8LaU2s6n9uuF/0W3Pyg/xPXo5BPWrSsc9SVxB9309qCoI6c+uaQYwc0p6dfpVGQmFzyfzpQw6AD60Ec80Y69aABs46flSBeDjvS446sDRj1yKAEOSvU9DXyv4uuDdeMdUlY9Z2H5cf0r6luCY7eR/7qk/pXyVqU32jWbubOd8zN+ppoRARmhRTj0pFqkICKapwakPIpn3TVATA5paapzTjSAKKSloAKKKKACkpcUUAFFFFAAajanmo2oABS0gooAM0006msaYBmjNJRQAuaaTQaSkISloAzSngUMaIpDXsnwLtht1WfHzZRAfzNeMk5evd/gjb7PD17OR/rLgLn6D/AOvUMpHqPPfg9sUAYPBwR1o5Pf6YowMdCCDzmkAevA6VzWuQiLU1kA4df1rpjw3GAaxPEUZMEUvUq2M/WkyouzM+NzgZOauRNms1CQoq/CSRmsJM61sXBSN0oHQUrdKkory1Ql71em61Rm6GtoCYukvs1OL3OK6tgSQQAa42z41KD/erscckZ6VtI5JrUNuQcY+lAyGBOOmOKNobBHBxzSEEqPl/GpIFZdq8FWxzx1FK5yAenHNNU45wRxSg56DH1oAMk8ZpG+6TzS4z1OPekydpHPSgCMDkYqUHApqilc4FcNj0UhjtVOZuamZ6qTNyc1aQmRSPgGsq5lxnmrdxLhT/AI1iXdx71vGJDZDPcHnmslkm1O/isYCd8pAyOw702+vBGp55/nXX+B9EaGBtUuQRPMP3Yx91a1tYwnLQ6bTbCHTdPitIVGyMde+e5q1kYNAZhyBx6UoOeCKRiJyOuMUgwDzxSkYNKetACcHuTRnB5HFGD680bvUUAGcge1GO3pRgmjA65oAz9cn+zaHfTdCkLH9K+TWOZmY9SxNfUnjWcW/gzVXJOPIYV8tDPBPWmhE2MgUYpV6U7FWIZSMM81JimkUwGoalqH7pqVWyKQC0UUUAFKKSnCgAxTTTqa1AABRigU6gBhzUbVK74qEnJoAUdKXFApSQKAEIwKiySacz570goAKKdjNJigLDTQBTsUu0UwsNAxTZD2p7cCoWOTSARRlufavof4PQmLwQr8gyTsR79BXz0BgZ9M19NfDWDyPAGlrjBdCxPuSah7lLY6nuPenYHRs/nRjK+lGCT8xGfpSATHQZ4rN10Z0xs9Q64/OtMj8MdxzWZrhxprdNxZaTHHcw0XEQz1q5bg7RUCLvOB0q9Em3Armk9TtSJQKVhxTwtNehDZWlHNUZRV6Q1SlNbRJZVh+W9iPow/nXaEKTkAZPpXFrj7Sn+8K7QfdFas5am4gHOQp/OlHfoKTkn0xS7SOhGfpSIDOPQe1HX0NHbGOTSc7cEcj0oACQAM/rQ4OMjpS7mHfjuDSFRz92gBucCo5G70rGopG+WuJHpIidxVC6m+appn2DrWRc3GSea2hEhsiupxg1g3s4XcSeKt3c+M81kR20+s6jFY245ZvmPoK6IoxlIs+GdGk8QasZZRizgOW4+8ewr1ZUEahFG1QMACqmmaZb6Tp8drbriNRy3cn1q4SuM96TOdu4vAzz1pOCOpOKXvnHNHXPGTQITGP/AK9IDjhhS5GeePrRnGOuDQAuPQ0fhzSbRklaAfXr7UAGSD0IoJA5xRnrzRx3yaAOO+KNwYfAV8c43gL+tfN+K94+M94YfCsNv086YDHqBXhA5+lUhD0PFPpi08VQhRRiiimAxgCKahxxTmpnSkBNRTFb1p+aACnCmjrTqYCGkzmnHpTaACjNFIaAGOc00ClbrSCgB2cUxmzTjSAUAMC08L3pcUtABRijBooGJRnAoNMdqQDXeo1GTS4yacBikAh4Q/5zX1X4St0t/CGlRL2t0bB9xn+tfKyr5k8UePvOAK+uNLh+zaVZ2548uBEx6YAqXuNbFrbzgHdnt6UE56r0o4xgnB/WlzhsZpAJjkHFYuuuW8m3U553NW2TjJLDjmufkzdXzyt0BwKzqOysa0leVxtrFgA4q8iAUkUeAMfWpTXOjrEJqJzTzUTmtIibK8hqnKetWpTiqMzVvFEMrFwLmP8A3hXb8BRz1rgHYNdxD/bFegAHyxiraOepuJkZ680FeM5NLk+9HuB9akzE46il5J6/kaPl5Iz9KOCABQAnOc5/CkbgEfj0pxB9se9IcEHGCcUAQSMBmqskoAPNTXPy5rLmkwDk1yxjc9C5FdzjHWsG8ugueatXtyApzXMX97ucKvLE4x610wiZyY64ne4lWKJSzNwAO5r0HwxoKaPZs8oBuZcGQ919qzvCHhz7NENQvV/fuPkQ/wAI9a7DHUqQR+tU32OWUrgchsEikAHPORQBjnrRgZzkDjpSJF5xxjFA56YzRyAckD2pM8ngYxQAEknnrSjGQDn60maMjGDnigA24JIoweo/KjAPIz+NHagA3UZK9cUH2pRzjBFAHivxt1ANfadYq27y0aRx6ZrygV1vxP1Eaj44vNpykOIgfXFcjnvVpCHqakFQg04OfWmIlopm+lDimAuKjkUjpUoINOIBOaQFMbgeamVs09kzUJBU4FAE4NLUascU7dxTAcTTc0ZzSGgBc0hpKKAGEGlApe1AoAMUc06igBozSgUuBS0ABFNIpTTGNACO3FQk5p55poApAAFO6CgChjhaQE2lxmfWrKMc5nUY/EV9doTsUY5wK+UvCMQm8XaWhGQ1ynH419XEEgH24xUspbCHcfQ+gNLvz6en0pDu9uKSSQRIZCcYGRx1pAU9QuQsflLgu/BI9KqwRbQBjpTQXmnMrfxVaUYGBXLOV2dtOPLEUcYoaikY0kWRseKgdhUsjcVVduK0iiWQytWfO4A61Zles24fit4kMZajzdShXPVhXoRIUDndjANcV4dt/P1RXwT5Y3Gu1JweM8+oqmznm9QyCDj1pAB0HFLgZ45z1wKTb2yRUkClSrHP4cUmAeM80nzcqScetLnA5APvQAcZPp9KQtlT0I+mKXkdKaTkHqfrQBVvGG01zl7OEzzW1eS4Rq47VLoIrH06ms6aud0nYzdTv9vyryTW74Q8Ll3XVNQT3hibv7msvwjpSa5qj3k7j7PAeB3Y16iq4ACjaAMYxW3TQ5JSuICvA5Hak556e2KcAR9PpSDjGOCPeouQGcFTxg9c0Hbk+nvRwR6/Wgc9uaYCkDjjj2NGBg880m0g4wMUfdGDjJoAXr6UDB4o+opu3Oc0ALz0zRxRjOKM8DmgA59MY71W1C4Fnp1xdHgRRs+foKs9+TxXJ/ErURpvgXUH3ENKojU/WgD5vvrlr3ULi5Y5Mkhb8zUYHFRJyo4qYDirQhMUYp1FMQlFLRigAFPBxTRS0ASZBppGaQdadmgYzHNLinYFJTAb0o/GnUYoENpKdikxQAUlOxSYoAKWjFLQAUGkoJoARjxUZOaUmkoAYBzTsUo60tIBCOKikPSpWPFQE5akxnReBF3eNtIA6/aFNfU+WOFIxx2NfMHw8i83x1pa+ku78ua+nSOSOuKgYcbuDjtg1QvpS7CEfw9atzSiOJmYYI6e9Zq5dyx6tWdR20NaUbu4qLgCpQMUgGKfXMdYh6VGzcU5jUMjYrRICORuKpySdamkfrVOVhWsUQyCZxg1mTyAjHerFxKFU89am0LTTqV15rD9zGeT2zW2xnJ2VzoPDti1nYiSQYkk5z7VtHd95TRGcptwBt4/CkIx9Kk52ALduM88UhO4H5jmlC4xk9KCAMkjgHg0CEHJ644xzR6Dgeme9K2F55xSHkcMMelAAcr7UjHIJyKXgE9+KQ4K8cUAc3f3AEbV5P4318WkJt4nzNJ09q73Vb4JBPISNiLu3Z4I9a8A1a/fUtRlnc5BYhc9hRBWOitIINY1S3OYL+4i9kcjFacPjPxND9zWbsfV81hqKkAq7HL1Ont/iP4sgIP9rSvj+8Aa2LX4yeJ4CBL9nnA67lwTXAilxRYD23RvjbYTlI9Vsnt3J5eP5lr0vTNUtNXs1urKZZYW6MP5V8j4rb0HxXrPhuXdp14yxtyYm5Un6VNij6p68dxQcbcdvWvJdI+NlnIiprFhLHIODJDgj64rq7X4leFblcjUwntICMUgOu+YY54o6k+tc+vjfwyQca1aEf8AXQVZj8V6DMAE1e0OfSVaANfng4GaOv0qrDqdhP8A6m8gk+kgqfzouMSKc9gRQA/gjrz6V4t8bdd82e00SJuI/wB7Lj36CvYLvULaytZbiWVFRFJyWHpXyt4k1R9a1+7v5CG8yQ49gOlMDMi6AVOKiTGKk3CmIdRim5zRVIQtFJSZoAdnFAaoyTRmgZLuo3VFuo3UASZpwaod1ODUAS7qXIxUBajzKBE1LxUIkpwcGgLjs0ZoyKKAFzSZpM0YoAdTTRRQA3FJin03NABikNLSGgYxjxUYGeac/WgUgOy+FyF/H1h14Dn/AMdNfSgGeenbk186/CKHzPHkDf3InP6V9CzyCGF3ODhfXuahspbpFK9k82cRg5VBz9aaikAVHboxyz/ePWrQGBXJOV2dsIcqEpCacetRsaEihrGq0rcVK7VVlatYoRDI3WqM8oCnNWJW5rMu5QK0SJZCkUl7dpbxDLuevoPWu90+yj061WCIAqB83PU+tY/hjTlgh+2Tf6yUfKMdBXRSKuwcEgjH0q2zmnK7EaIh9y8kgfSlYMQfl/KgcRgbTnuRSgkNwRSMxoXPcnHvRlmBwOaUDDHLCgdMkAmgABYr0xj170nHYYzS7RuIBwexpoDZwQPqKAF5Izx+VI2SpI60AHPHB9+9DcgnGDQB85XHi4v4He2dybsHyef7tcEgqa4bqO5OaiTirE23uPXjipBTBTgadxDh1paQU+hgA6UhXPtSilpWGMKgjDAH8KZl4uhyvoean/CkIB60WEMRkccDn0pGTP3WxSNFg704NCShm2tw1AXFDTx/dlf8GNTLql/EABeXAHtIRTOh5oIUjpQMfLqN3cJ5ct3O6nqGkJzVUwkfdNPZOelC5HegCLLL1GKkWQN3Ap+FYc81G1vuGVODSAmAzTttUQ8sRwwytWY7lG700IkK0baeOelBp3AZtzSFKeDil4NAEO2kxU+M00rTAh20Ywal203bSAZikqTbSFaAGUoNGKMUCsLuNLvpvNGKBkm6l3VHSigB1JzSUtABzRzRRQAtIaKCcikxkbgUzOKc1RMDikB6T8GBu8ZO5GQkDHivdL5w/lxKcj7xr59+EV89l4wJVC2+FlIFe+QqzkSOPmYc1hVlY6KULtMmjUBRUh4FAGKGrnR1bEbdKgY8GpHaq0jYq0iSKRuKqSNUsj1Slcd61QEU0mCah06yfVNSVCP3SnLEVHMxeQIi5YnAFddoemjTrTDHMj8sRWiMakrGkVSMIgACAYA9Kc+DFkDIx60E5GD1HtRjCBTnkd6ZzCBf3a7d3T6Zo3bXw4AHqKRVKLhSB+PFBUvnIzn2oAXJycMpz0xTVZnBz1zShNjfKRSqT94EAjqKAE+bqvI7jFG0MynkHpSj5h0YUjbQSjAgno3Y0ABQg7XzjPB9aQgBSe460q7yvlSSZx0zRtYZ59s9aAPjqcjzMkYyKhHDcdKVhkDFKuRVkjgcjrTxUWMHIp6tk0ICQU6mdKdmmA6lpKM0ALmijrR0oAO9MkjDc9D2NOPtSBu1IERrKU+WUcdjUg9c5FJIocbTUQLQnB5SgZY68Uxk29KAcjcvSnhsmgBg4p460pGe1IAQaLAOIDdelVZbQ8tHVoYNBBGCDQIox3Dw/K9WFulbHNPkiSQfMvNVJIDHzjigC6GB6GjHNUUduxqdZ36UAT7sU4EHvUQlB+8KduQjimBJikIpoYetPBGKAG49qRhT8+1B+lAEVG2n4FGKAGEU05qU0nFMCKjOKlwPSk2ikAykp+0Uu0UXGR0uaeVAppApNgFJSk4pm7A5oAa9N4Iwe/TFBYMcZruPh34PbXNWW9uEzZW/Jz/EfSplKxUI8zO3+Fng86VYHVLqPbd3I+TI+6lenooAGKigRY0QKMBRgAdh6VN2rjk7u53RXKrAaYxxSk1DITmhIbZG7daqytT5GxnJqnNJWqRLI5m6+lZtzPtUkVLcTHkA4pdJ046ld7mz5CnJPrWiRMnZGh4c0xmf7dOv+4rfzrp42w7BlwD2FLGBGvlqoCLwAO1NR3Ej45qjllK47ncQT1HB9aUE4HPzYPBpp5YgjI9BxinKFKgbl3Dt3oJFRkK/cI9c0hG1h8xxSEMFYjnjpTGyyhvSgBzAAnJ5PTFCyiOQEplGHJHUGjDYweT2xSMn7vcDjA5oAeW3KSmTjOfakOGXgjd1zTBu5bPzBcMR0pwCM/8AdOOhHWgBTJuHzAb+mQKTfggk8Hjp0NH8OVGCDznpTXGQSEOD1FAHxwOlLjNIKcKskMUFccinU4AU0K4gbPWl49aQrSAYouMkBopop1ACg4pc5ptANAC8g+tJweRS9aawweKAF3YGDTTxw3Kml4IoBxw3INICMBomyOR6VMrBuRwe4pmduQeV7e1N2lTn9aYE6tzT+9Qq24Y6EU9cg80ASFRQBQDTgRQA3FBGeCOKdRSYFaS1V+V4NQmN4zxV7GKQgGgCoHI6il3r3FSvCSeKFgPcU0BHuQjrS7cj5TTjaqe9ILQj7r0AJtcdCc0eZIODzTvJmUfeBoAkHVAaAEEpzyKd5y0EE9VxTDGDRcB/mD1pdw9ahMQ96YYT/eNAFncKXIqn5cg6N+tGJh/FmkMucUZFVcz0Bph2FDAtE5ppqqZZh1FNNxKO1IC0VJFQsgz8zVF58j5UHmtrw74P13xVPs0u0aRf4pCMKPxoAb4e0O58Q6tFp9op+ZgZH6hVr6Y0LQ7XQ9MgsbZAI4x1/vH1Ncn4Y0G18Aab9nm8ubVn5nKHOB6V1ljr9tMdsilGPSsqkJPY3pOKNYp3puRihpRjIOQelQGTmslHozpvce5wKrSPTnfiqsj96pIGQTP1qhNJ71PPJgcVQ2yXU4hiG5iatIl7CQW8uo3PkRZ56n2rs7K3js7VYVX5B6CotN09NOtfLx+8P32FXOgJY/KelUjlnO7JBjOQMe+OtM4LsNxyffpRySAxYdwRSMOSQSDxz6/WmQOYEkEAEj19KTaBg8KV9s8UKW65YD2NAyVIJ3egagCQqo5ABzzwaYXwMkAH6dRSrghRtCOO2ODSc8gDnPIoAOSO4I6H1oA5yDn17UbgG+dcfTmkyM7XXvwcUAO3FRg8HsM9accFicdKjYFQcY9RxSgvkSAcHqtAAGwuQep6GlOc5G4LikL4XHA5z64oLjgHJB6HtQB8aA04GmUoNWSSA04GowacDTAkBpcUwGnZoEO/CkIoBpe9MAzxSdDTqaQc0gHA0jc03BHejd7UxgeKUYI5pMc00g9RSAcCB8rdKDlPlb7h6Gk++MUmeNj8g0AK4Kkc/QiniTOAetR58v5GPynoacyYGP1oAnGR0p2agjkZRg9O1TAgigBwNGaSimA7NBIpopcUgFDYoL8U00mDQApbik3Uu3Io2UwE8zFHmHNO2CjYKLAN30b19Kd5YpPLFFgG5T0oynpS+UKPKoAaVj9KTZH607yjTfLNAB5Y/vU1kI96d5ZpfL96TGQEH0ppyBwATVkritfw14avvE2qJZWMTHJG+THCipAi8JeFbzxdrcVhawkqGBlkxwq96+kpmsPAnh6LR9KCeeFAHHIJH3jTtH0TTfh54YZLaNWuNv7yXHzO3p+dcTf3c1zM91Ll55D+QrSnTcmTKViKW4xP85Z5nOWY8kmpASozk5qG3hZBvc5c859KnNdajFKxld3ua1hrUkW2OQ5XpzW2l3HKF2ty3QVxbYxVm0vZLdh3FYVMOmro6ada2jOrL5FVppAFPNIsjtCrOpDEZqldT44HLdAB61x2todaaauQzSPLII4hucnAHrXS6VpaWMG9wPNYZbPUVX0TSvKjF3cD9633f9itsjBYHJz1zTRhOd9EOwwxheO3vUYOT82evNHQ4UkY7E0oAJyDhu4pmQ7PIyxI6cUhAG5Q2WHPFBXnPT0oOeei9uKAFQ9iBn370jDDdMd80EgjqcilJPB65FAA0hKAZ/Sk5yGZvrinNj5W2gjvjtSfI2SpB+tACMSBwTj6UcklWzg8g0u5SeODSHpnnNAArZAyTkChQy7sMSDzilG3I9CKTaoOCwGenNAAe3QD3pDsAPyjHrml5GFkOR6mkOACUOfpQB8Zg0uajHAzninZzVEkgNOBqIU4UwJRS5qMNxS7qYEoNOBqINS7qVwJM0uaizTs0xD6TApuaXNAhaacil3CkJyKCgOMfL1pMBh/tUdOlIRzkHmgADBx5Un4GkR2jPlSHPoaUgMMHg9jTeHBST73Y0ATstCkqahjlZTskzx0NT4BFAEobNLUIBU1IDkUwHinUgp1IAwMc0cUlGKAF4peKbijBoAWlpuDS4NAC0UZooATNGaMUUAGRSHHvS59qQgUXAQnimmnmkB+nvSuBHjccE8dK+lvB1jbaP4XtIdOiRHkiDyylfmYmvGvAnhRte1VbqdGFnAdxOOHPtXvNtGIY1RQAqgAL6CsZVLHRTpX3MzVJby6L2E8wZWXehI/irmpongkMciFXB6Guu1K2MqhlPzAdfSsqSWKSX7LdJmLbxMR84P+Fa0K9tGKrR7GGevvSE4FW72xltCGLCSI/dkXkfjVJu3au+Mk1c4nFoaTzirenWL31xHGFJXPOKrwW73UoRASScV6Lo2kJpdp5jqBMRnB7Upy6DSuY+oRva4STAwoxil0rSzNKl1PwuflU1c1JPtc8Knn5xmtQIqlGjACrwc1xTVmdSn7thF2qSpTBxjJPWl2gDBGPQ0u0jIZPlPvmkwFXGeKgzELKT68ZpAW3AqeD2pcqeCRgc4pPlUgowwexHIoGOz05pMleQMjPWlOFUgEde9NfJ6EEH0oAfnH3Wzz1xSY9eD2NLztOBjPajnBbGOOoNADTkcngeo6GgEZ460pbhRlgSOh5FIRnkdfUUAHzEkEDntijkDp7Ucg4Yn60HB570AIDg/d4+tKQpwGxjtmgYB56UHapJHzA/pQAdD14oKgggEEexo+Rhkde9KSMErwcdAaAPk3xb4WuvC2qm1ny0TDdHJjG4Vgg1qa74z1/wASpGmr3wuRHnZ+4jQjPuqisPzHzncadxWLWaWqvmvn71HnP/e/Si4WLfPp25FOql50mMbjS+fJz8w5z2FO4F0HtRmqPnSD+Kl8+TOd5zSuBfB4Hb60Z9eP6VQ8+Xs2PoMUv2iX+/jtwKdxWL+envRnjORWeJpBnDnkY/Cjz5M53c5z0ouFjQz19hmjPPWqBuJSQS/T2o+0S/3/ANKOYdi/mkyOxqh9olAI39eOlBuJT1b9BRzBYv55pT8w/rWf58n979BR9ol/vfoKLhYvH94NrdR0NOjcr8p7VQ+0y/3/ANBVxG3RqT1IGaLgWwwIpy1XVjUytkVSETCnUxelPoAcKXFNp2RQAUUm4UBhmgBaM0uQaKYDcijOKXFBUUgE3UlLto28UmAlB64xRtOM10/hzwPqmuuspja3tf8AnowwTScuUuMXI522tZ7ybybeJ5ZWOAqDJr0Lw78LJpylxrTlEz/qF6ke9egaD4XsNCthHbQjfj5pGHzMa3lQKAABWEqlzphRS1ZX0/TbbT7Vba2iEcSjgAVdAoUZp4HFZ3ubpJEMi5HSsu6tElBO3HvWu54xVOXvQhMxDczWOyJUVoif3ocZ3j+lZ+o/2dDEbpJzDFnlMZx7VtXMQbPGazns43ysiK6nsRxXTCq0c86SZv8AhrT7dYFvCAykfIfWtq6uCQR1P8qxdDuQkcloTwg3LVm4mCqXc9O9dUHzanLKPKRsw+0wAtgs/wAvvwa08YO4MQeQapadD56Ge4HyK24EjHPQYq8MHAYYFZVdwiKOu0k4A4HXigYIIzgUbSCdpyQeKQgZ6VkUBAYYY496ZtIBAYn3xmpADjAwfrSY3Kc9vSgBSWBIZuvI4xTGycfMQQaftGcE5/CmvwwzzmgB3B4JPI4xQqsDjk8d6AQVBA7UjZCgkcjkHNAByBlFwB2pc5TO7HtStluoCkenemgkDaVyPWgAGWz0+tA4B3DOPQUDrgUue3IP1oACMfMB27UZBHPHrSDkEZwaM55oAaVw/U4pegPIzjrS89Mn8aCeCTQB8TUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVdjb92v0FUqtI3yL9KaEywDUsZ96qhqlR+apCL69BT6gjlzxU27NUAvNITSZpCaQDgM07bTAcUeZQgJdvFFRiUGl8wUwJM0maZvHrS5FSA7NKoJ6DJ6ADmlggkuZlhgRpJWOAi9Sa9V8JfD5bFo7/VVWS5IzHD2T6+9RKVjSFNyZS8FeBPN2ajq0We8UJ7e5r1SGBEjCIAqgYCjoKLeDaoyBxxVpVAFc7k2dsIKI0KAOeaUClOKMUki2wUinZ4ph4prvxTsTcbK49aquSaewJ703aO4qkhXIdm4HNRNCA3SrgGB0qrdMUjLDt2q0idiisxi1SBU6k4P0raht/7RvhGP9Wpx9a5HR9UhvtYmj4DA7VPoav+J/Hln4PtHttu7UJlCxhecZ4zXTH3UcVR3Z2TEO3lRkeTCe3Rm/8ArU/CsB8pGfeqmlsTpds7bsvEGfjuRmreeODxWT3BBjHOc49aM8dKUEZzjNISSSMe9IA+72pAM5xwT6UozsLYpM4bpxQApzyDjNNLKACScg9qXAYe/rQMN97p/OgByjH3kyMdqQJmNsNhfQ9QaZGo2mMyHK/dOacOVLEtkcNtFADiuGODwRxnvTct2P4UpTapAbkdPekySMntQAmcNzwTTjyM9cdqOxGMjrmm5IOM44oAcOMFRzS+xPWkxkZ3ZI7CkUc+p9fSgBSvJ54pOAMkEcU5s4+vSmkkDk5wKAPiaiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACrC/dH0oooAWnL2oopoTLMJ5/Grw+6KKKsSClxRRQwHYGKaVHpRRUgIFHpS4HpRRVAG0elGPlP0oopID0L4U20MviGeV4laRIflYjpXsdrGjbmZQT60UVz1TsolwKo7UjKN3SiiszoY3AzQBRRVCY0jmmso9KKKESxhUY6UzaM9KKKtCHqox0qleKvksMUUVUdxPY+ftZ1K9sdSvRa3MkIWc42HGK5k311f3ZuLud5pVYYdzkiiiuhnFLc+u9KJOj2ZPe3j/APQRVsqu08UUVi9wFUDkdqQD5vxoooAAoDHApyqM9KKKAGhRk8d6ROHXHrRRQA+4jRYHYKA2OtQAZZgc/d9aKKAJwBhT3xTmVdzcUUUARlRvHHan7QWHHaiigBAqg9O9N2jjjvRRQA4Abfxpdo54oooA/9k=", "path": "001716.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001717
Men Tshirts
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", "path": "001717.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001718
Men Tshirts
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ZFFldv5APNvJ80ZHpjt+GK9q8LfE/SNfRILt1sL4/8s5X+R/91v6HBr5xFPBxWcqakNNo+xQ2cYp1fM/hv4ka/wCHQkSTfa7NSMwTksAPRT1Fe/eHPEVj4n0mO/sZMqeJI2+9G3dTXPKDiaJ3NqiiioGFFFFABRRRQAUUGoZZUhjaSRwiKMszHAA96AJTWfq2s2OiafJfahcLBAg6t1J9AO5rz3xT8XrTT3ktdEiW7mHym4c/uwfYdW/lXjut+IdU8Q3ZuNTvHnYfdU8Kv0HQVrGk3qyXJHoviD413UwaHQbIW6Hj7RcDc34KOB+JNeY6hql9q1011qV3NdTE53SuWx9B0H4VTPtSHkVvGCWxDbYjtk5PJ9TSZJHoPSnbRikYVYhsY+c0jpuJJxmnD5SD+lSMuOtFguUirKcip42DAhhntT9vXIGPWoHlwSIhuOPvY4FTaw7ne+FPG76VLFY6o5ltXO1Jgf3kXuf7y/qK9OsNWsb9ilne21ywGSIZMnHrj0r53SJiPkyXcgY9Sa3PCuqtoHiiyvWAVPM8uUr0ZG4IP04rir4SMryjozqpYiStF6o9/HCls4FJKMqCKjnl8yRVXBXtjuKfLJHbwPLNIscSLlnY4Cj3NeUld2R6F9LlO9uYooHLOqKqkszHAA9yeleO+K9di1O5W3spC9nE27fjHmt7ewqLxp4uk1u9lMRdNNiOIo1HL/7RH8q5uK8t5jtWQA9gRg16mGwyg1Ke5wV67l7sdh7cU1ck5pZAd3A70AYr0DjF/hJNA+U8Dj0pGPyH3pAc4oYHT+G/G2t+GpFFleP9nB5t5DujP4Hp+BFe0+FPidpOvokF26WN8eNkj/I5/wBlj/I8/WvnIGnhj68VnKmpDUmj7FU557Uvevmrw58Sdf8ADoSFZheWin/UXBJ49Fbqv8q998PeIrHxNpMeoWEmUbh0P3o27qfQ1zyg4midzZopB9aWoGFHaijtQAUUUUANJrwf4oeNpdS1OXSLKcrZWzbHKnHmP3/AV6t4118eHPDF1ergzMPLhUnqx4/TrXy/MzNIzO25mJJb1J5zW9GF9WZzfQjZt/J6dqbSnigYJrpIEz60KM9aU46UnNADu2KZg804HimnmgBv8JFB80/xYA9KUAmnYyaQEflbvvEn60rRjGB+lSgUjDAzTsFxqFonUqQGGCDQ5Mmc4HJbHv60E9CaQnHPb0pAme6eFtTju/ClhfXEoQJDtlkY8Ls4JP4CvMvGnjd9fm8mJmh0qI/u4s8zH+838wO3FZL+IriHwv8A2KMiJpjJIQfvg4wv0yCfwrFWN2cPLy/YdlripYZRm5M6qlduKihu6WdgWUJHnIHc0r26SD5lB/nVoJxzzTtorr5Tn5itEJYRtOXT9RVhZEOBn8DTtoHakKBuMA1SVibkb/wqPWgClCgHIFLjPagYvalB4ppGR1pwGTQK44HrW74Y8T6h4X1IXVhJ8pAEsLfckHoR/WsIIc048cUmr7jufUHhXxnpviu032r+XcqMy27n5l9x6j3rpMmvkXTtUu9LvI7qzneGdCSroec19N+DteHiPw1Z35K+cV2TqO0i8N/j+NctSny6o0jK50HeloorMoKKKKAGk+9eDfE7xrJqWpy6TZTlbG2Yo+xsCVx1J9QDXq3jbXx4c8MXV6mPPI8uEE9Xbgf1P4V8wSsS7FiWY9z1POa3ow+0zOb6EbEnntTfQUpOKFrpIE7UKB3NKSOlJigBxx0phFOzgU08j+tADevFBMp/iAH0pQOKdjJpAR+Vu++SfrSmPjg1KPekIPOKYXGxs8MiMpw6ncp9waHJlTGAMknA9e5/lRngGkJwQe1JoLnunhnVYrzwpY6hcShFWD99Ix4XbwSfyrzLxt42k8QTGKJmh0uI4jiB5mb1b19qyX8RXEPhddFQERGVpHIPLgnhfpnNYyxszBpOW7DsoripYdQk5HVUruUVEaHluHBKiOMHOO5oe1Rx8y//AFqtBOKcFArr5TmuVofMi+Xl0/UVYEiMMZ/OnBeOlIyA8cVSVguRyHBVfxoUE80qoFJwKXAPagQtKDTcZHpTgtAXHCt3wx4p1DwtqX2uxk+VuJYnPySD39/esMIc0pytJq+jHc+ofCvjHTfFVn5lq/l3Cj95bufmU/1HvXSCvkXTdTu9MvI7qyneGdPuspwfp9K+m/B2vr4k8N2uoZHnFdkyj+Fx1rmqU+XVFxlc6Cikpe1ZFhSHrS1BcTLBbyTMcLGhc/QDNAHifxl1s3OtW+lRsDFapvfB/jb/AOtXlTHIzzx2rU8QalJqusXN85G6eRn47DPFZOfm+td0FZWMG7u4PypPr0pR6egpP4SO46U3OFc+9UAFsY4zk0uSenSmfelPp0p+cbm/AUgA89qO3BoTkU7HGOKYDRxTqTBpcY60CAUpPtSY74pegoARgMfjULnBIweKlY/LUJye27PWkxoWKASMJH544Hp7VME5JH5U9Dv5IAOBwPalxkdTTSE2N2n6UdKdtNGKAGj6UvXjFBHPpR0oAjbg9KQAjtUpUkU3GBzQMTGe1OUc803t14pegoESE0HnpTWPyjFH8W2gBq/eBzj0r1H4P+IvsGtvpUzEQXwymeiyDOPzHH4CvLe/T2q7p9zJa3cU8TFZI3Dqw7MDkH9KmUbqxSdj66Bp1ZPh7Vo9c0Kz1GM/66MFh/dbuPzrWrhatobBSGlqGeZYIJJnICopYk+goA8S+Mutm61mDSo2BjtI97jP8bdPyH868qY55/umtTXtSk1XWLq/lwXnkaTg9icAfTFZO7D49a7oxsrGDd2D/dyKUH17Cm8bWHcGjPyuaYCFsEHH3j+lLkmmfflb0GAaeSBubsOBQMCc0dqRctzmn4piEFGaUA0Y4oEHal7Ac0AZ6UDPrQAjAYHPeomYAnPQc1I5IX8ahPJ4XdnsKTGhYoQ7CRuvUD0qfbzmnK27LEBT02gUAc9TQkJsQKRRinbT9aAOnFMBtKeewpSOfSk5HvQBGwOaACO2akYZFNxjjFAxp57c09Rz3pvQZpScDNAiQmg80wn5RS9W25oAavXOeK9R+D/iL7DrT6VM2Ib0fJk8CQdPzFeXA4JHarmn3UlndRTxEiSNw6kHuKiUeZWKvY+uhTqyvD+rR61odpqEZ/10YLD0boR+ea0+1cTVmbLUXvXL/EHUDp3grUpVOHdBEp92OP5ZrqK84+MlwYvClvEGx5t0Mj1ABqoK8kKWx4HcNl89sYFVz90GpZjnNRDlCPSu4xGn75x6UhI59COKazYYN+BoLA59RSYx6AjJ9TmlPzAKtNB6AdKUnb9aSYiUYjGDQMk5psZDDJFScdqoQmOaOaXrS8HtQAgGD7UMfSlJ96TOaAGPwtJGP3gH90UsnQfWnIvzk0API6nPejGcYxQ3CnGKBk9cUxAM+tLgmm9KXqOtIBck9aUKKQemaXj8aYAfu+lR5AOM08njmoGHzgnpmkMduwh3HiokYhmT2yKdICVcdTioA371G9UpMaRZDZx6UFvnUD6mmJ93PpSqMufyoCxIB8tOQ880Gm457UAe5fBjV/OsL7S3bmFxNGD/AHW4P6j9a9VFfO/wp1B7Txtaxg/Jcq8Lflkfyr6IFclVWkaxegVy/wAQdQbTfBOpSocO8flKfQscf1rqK84+Ms5i8KW0QfHm3S5HqACamCvJIb2PArg/OOOMcVA3RT6VJKxIPsajBzGR3zmu4xQhzvbHpSFuT7gEUx22sD26Ubgc8YI/SpGPTjcfU0r/ADfIKapwKXcF470xMkACDHelGTSRgMMmpOKYhuM0YpaWgBAMUMQO1KSKSgBjj5KSMYkHPQUsgzj1zinIvzE0AOx1NKRkAjFBxj6+lC56UCFBJoweP6008c4pRyKAF9iRRgCgYpT19aYARkVHuwcZp596hYYbOaTGKWAQ56VErkOyH6ilkBKuue1Qq2ZUP95OfrUtlJFlW6EngUFvn29+9MQjGfTt60sYJfpkmncRJjA/GnoxByPSkJPpTR1oA9y+DGrGawvdMc/6phNGPY8H+leqDpXzx8KdQaz8aWkY+7cq0LD8Mj9RX0QO5rkqq0jWD0CvJ/jdKq6fpKFhu8122/gK9YrxT43zq+p6fbAfOls0n5tj+lFL4kEtjyJztkYdeaiJKt7dKkf5sFaaQGGc/hXWZkbfTj+lQlyjAkZHQ/SrIztII5HWoJY+OOnY+lSwQxXYyH+6BmpF3E4FQRH5yrdT096soMDk96URsmjHan/U1Grd6eDmrRA/IFGfem0UwFxz1pScCm45FByBQAxmBdeKeCO4powDnvTgPehAGR2pwJ3N7UdBQc4yaBDg3Pakzk8fypox1zTs46UDFyD1pDx0pM59qSgQPzTCQRzSsaiJzQUkOLDb16frVdflkVMep+lPOAc1EzhX3egqGNIlzhiM9qmU4xjriq0WTy3U81MDimgJhz3o96ah+X3NO781Qjo/Bc7W3i3SZA2CLpRn65H9a+pBXyb4fO3XdPI7XMZ/8fFfWK/dH0rmrrVFwHV5L8bpFWw0hN3zGZzj224r1o14l8b7hH1LTrYZ3pbu59OWAH8jUUviKlseRscSEGovut9alf5hkdajIDD+ddZkMcY688YP0qEuUYHr6+4qwo4II5FQyp8uckDOfcH/AAqWhoart5h/ugU9Qx4HXvUER/eFGPJFWEGBz60R1GydBwBT/rUanmpAfWrIFyO1KDTT70Ht6UAL9aU8UlIc+tADCQXXj3p4I7ikHBJJpRn1oAXjPAIpQfmPpRmgj2oEOB9uKTPPBpox60uce9AC/Wgn0pvXrQaBiMcimsRjmlJGKiJoY0OyNtVxxIEA55Ip5wOaiZwr7vQVDY0Sg4J557VMvGPWq0Wcbm6nnFTA00wJ1we9J6U0fdx3NPPWmB0fgq4Nv4v0iQNtxdICfYnFfUQr5O0A7dbsWz0uIz/48K+sh0Nc9bdFQCvnz4wXZm8cGHeGENqiY/uk5bH619Bd6+W/HN8b/wAa6rc54NwyrnnheB/KlQXvDnsc4OD2waaRtbJ6fypXXgkdjR95cmuozEIOA3ccNUZXIJHWpPunaelRSDY2e1JgUp1OCV4YciprWQvHkjBFQyt8/wBalhxjII+hrNblPYsqfTvUoPPNQoeuO1PDZrREslyAOuaTIpO3FA570xDgfWg8ijtRx60AIOtO4pnPalwfxoAeOlB549KRSQPelHOaAE/Cg9OKQ8UHIWgAHvSE03t1pCaBiv0qI04nNMJqWMZIwUc1XVizZxS3J3LjPApIhnBAqHqykWUHcmpFBJxxx1pE4XPenou7jt1NWiR6D+Junan9Bz1PSjGSB2FDHcxPYUxGhojbdYsie1xH/wChCvrNDlF+gr5DtZPLmjk/uOrfkc19b2UglsoJB0aNT+lc9foXAsV8+/F+687x0YQ+4Q2qJt9Mkk/0r6Cr5Z8c3zX/AI11S4JJ/wBIKDnsvH9DSofFcc9jnAcH601hhvY05wMcdjxR95MmuozEI43Dr/FUTcgnv0qUEqcHp2qF/kbI6UmCKVwvBK8Mpqe1k8yLLA7h2qGZsSexqWDAAYEDI6E1mty3sWVI3CpRxUKeoOaeGJrREEuR65pKbj0FKM560xDhSnpSdutJQACnfjTMGlINAEg6Uh54pFzjmgYPXrQAcdhR2pDxSHIFACgikJ5pvQZpCT14oGDnNRmlJzTSe386QxkjBVNVwSzZ/KlucMvfA5pI+cGsm7spFlBxyakAJb2HWkXAXPepETPHQd60RI5B/Ee3Sn9OT3o6kDsKQnLH0FUI0dFbbqtmT2nQ/wDjwr61r5CtH2So4/hYH9a+trOXz7OCbs8asPxANc1foXAj1K6Sw065u5CAsMTOST6DP9K+SLqZp7iSV+Wdix+pOa+kPihe/ZPAV+MkGcpCMe7c/oDXzXIrAnPP0qqC0uE2JwRzSJxkdqQGndRW5AOuVx3FV2bK4arJ/Wq069TSYIz5smQD34qxtB6r0FVmO5wD2NX15UZrOO5bCPhfY1KvT3poAH0p/bHatEQx3NA4zSYB70oximA/PSkzzRnI6UmBn3oELgH60pHp1pADnOKeKBDQTml5oIAORTuwzQMZjJ6Up+7zTiR0qNjjqeKA3GHA6k03t7U/qOKYeRSGhp69aikz1FTYqNqTGVZAdpJOTToeQp9qJfumkt+grPqUW1ycYqwmBgVXSrCYzxWqIY5mwMDr2oOAoHfvTlUA7j+FNPSmA6PjI9RX1T4TvFvvCul3KnO+3TP1A5r5VT72a+hfhDeS3PgpYpP+Xed41/3eorCsvduVDc7XUrtLHTLq6kYKkUTMT9BXyPdTG4nkmb70jlyfckn+tfR/xSvPsngO/XcQ0+2EY9zXzZIpB6Z+lFFaXHN6idRSLwcHoaQHHWndcGtyBHUsB6gVXdgVwatHtg1WmHUgUmCM+YHeB71YC5IyvSqzn94AT3q+vzAZrOK1LYJkCpV4ApoHbtT+g9q0RA7OKM8mkx6Gl6CmA/0pM4OKM9KTjNBI4c0HOBSDOeBT+uOOKBjQTmlORzRxnNL1oAaRk0p6U49sVGxx3oGMPvnFN4p/UU09KQDDzULg1N0pjc0mUVXB2nJp0Jyqn2ol4U0kH3RWfUZbXmrKcD+dVkqwvpWqJY5jheByelKRhQMc96AACT+VIT3xTEPiPzYr6p8J3gv/AAnpdx/etUB+oGD/ACr5UTqMV9D/AAivJbnwSI5P+Xe4eNfYcH+prCstLlwepF8Yp0i8FqjE7pLpAvHoDmvAOucdq+tdRtbe7sZY7mCOaPYx2yKGHT3r58HgeC5RvKunjcsSpdcqPasoYiNNWkWqMp6xOKYA9abtHYkV0eoeCNcsVaRbb7XEOrQHcR+HWudcNE+yRGRh1DAgiumNSE9mZyhKO6GknHY1XmDY6c1Yznsahk+tU7EK5nYzMQRzircX3RUCj96x75qyg4xURRbH445p1CjvSkc1ZLAYpVIJpvSnr64pgOGelAGRRuzRyKBCrwaf2yOaYvvTjjsaYgPIoDCkOfqKTB7ECkArHOKQ4x0obtQcYoGMJFMZjjFDHBxSHoKQxM01qdimNSYyvIM8UsKsFU7ThuQexpT612V9p4h+FXh688obzqNwDIByFPQfmKz6lHLIrYztqwoYc7aYpx3qQHd/9bmtkkQ2x3OMcUBBxk0o4p8StM4WNWkY/wAKDJobS3Ek3sKoA6AV7N8E7tms9Vs92QkiSKPYivNrHwpq12od4Rboe8pwfyr1v4VeH4tItb6ZpTJcyMqSEfdwBkY/OuapWg1ypm0aU0uZof8AGOdI/BiIx+aW4QL+HNeAcH8K+ttRtLa9sZorqCKZCjfLIgYdPevnseCILkMIrp45Nx27xkAZ6VEMRGmrSGqMqmsTjCoPUCo9o7Eiuj1HwTrtgpkW2+1Qjq0B3H8utc84aJykisjjqrDBH4GumFSM9UzOVOUdGhpJ+tVpg2DgVZLDHp7VDJ35qnZkLQzsZm5HIFW4x8oqBB+8ckdelWUGBURRbH4Jwad6CkUYxTj1rQkBx3pV5JpAcDJFKPpQIeBjNAGaM80ZIoEKowakPAyKjXk8076UwA89aNw/Cgnim4J70gFY56cUhxjnrQ3tQelAxhIqMnPFOY4NMJpDQGmnpTsU1zxSYytKM8ClhR8L8pw3Q9jQcndjrXZX1gIvhboF2IfmbUrhS4HQFBx+a1n1KOXjVuPlOasKrDnbTVbrz3p+7PpitrGd2LyRjNKEB7mgdM5qSJGncLErSOTwEGTQ2luNJvYFCqOmPevafgpdlrLVrNm+5Ikir9QQT+grzOx8J6rdKGeIW8Z7ynB/KvXPhVoEWkWl/MZfMupGVJNvCgAZGPzNc1StBrlTNVSmveaPQrjm2mH+wf5V5Dp43Yr1nUJDFp9zIBysTkflXlemxlkDAYyefxrzsQ9jtwvVm/bgqoIYgnuKfc2Nlegi8s7ecf8ATSIE/nRHhU56/wAqkD981im1sdEkmYFz4K8NSKS+kQqSf4CV/rXHa/4Q0S2idoIpoiOcCUkfrXpFzLhDzXF69m5kitkJLzzJEP8AgTAf1NawqzvZMxlTilseR3EEcV/MkQwqkD8cDNIDhjVzUpBNrOoSoBte6lK46YDED9AKq/54r2IKyPNk9R4PFHegAAHg0hPNUSLindOKbk4FAPvTESDpQR700U/2oEC5zgDinlcCkAwRTjjFMBmPSlZSBmjI5o3EdSMUhkZOaTIxxStjNJt4JFAhrDvTDTySFqM0mUgJpjc06k61LKGBf517lY6Fb6n8AoYplOV/0hGHVW39R+BrxEjAz6DNfTXg2x+0fCawtWBzLYHj3IOKxrXSKhueUWXw2gvFVv7WdQeg8kH+tblr8KNLGDc6ndyj0RVX/GtDQJj9mRWzuXgj3HBrqYn9hXA8RU7neqEN7GDbeA/DlgARYee3YzuX/TpV17e3tI9trawwqB0jQL/KtSTBHGaz7lck4rCc5Pdm1OEVsjLuG+bk59/Suq8Cf6i96f6xf5VydwCWB45PNdL4Ec+Zep2wrU6HxCxHwHZT/wDHtKf9g/yryHTxnr616zfy+Tp9xIB92Nj+leV6bGTErY64I+prTEO1jHCrc37YbQCCQT3FPubCzvlK3lnb3A/6aRAn86IiqoAfvfyqQSYGaxTa2OiSuYNx4L8NSKS+kQqck/IWX+RrjfEHg/RLaJnt4poWUHGJM/zr0i6l+Q1xeun7RLFbqctLKqAeuTWsKs72TMpU4JXseRzwxxX0yRKVVCBye/ekHWrmoOH1e/kA4Nw4H0Bx/SquOea9iOyPMluOBpe5xSAAdM0ucVRIuOOaXPamkn86ATnqKYh4z1px5700dKd6YoEA6gU8gCgDBoOKYDcUMDjNLxQCRnODSGMJzzmm7hjAzSkUhXjIoEMYHrTTT2JC9qjOKTKQZpjc07NIaTGM25Fe52uh2+pfAGOKdT8ublGHVCJDyPwzXiGMAHNfTng6y+0/CXT7MqD51gy4/wB7P+NYVtEXDVnlFn8NoboBv7WdQe3lAn+dbdp8KdLUg3GpXkuP4UVVq/4fmY2sYf7wGD9eh/lXUxPwOK4HiKm1zv8AYQ7GDbeBPDljgiwNw3rO5b9OlXXgt7SMra20MIHaOMCtSQg9Caz7gc1jKcnuzaEIrZGXcMSeufxrqfAp/c3w771P6GuUuASwOMZ610/gNz5l+nY7G/mKdH4hYj4DX8W3X2Tw7dMDhnAjXHfJ/wD11xGnJhFBB+Wtzx9eEyWNgh5JMzj2HA/UmsqzUoFBp13eVicOrQNJTxxxnrVeaUJnBpZZSqEZznv6VmTz45waxNbEs05ZCe1c7A2/xRbu3KWcU1431jjYj9cVvSAGDPSuWaYQr4pnzhodFkCn03uq1tRV5oxrO0WeXxEtErNyWGTR0PFPVdqKPQYppHevbR5Q5TximmlXoTSHPamAvbnrQBimtTlHvQA8cinZzTVGD607gUEjg2OtJRjHOc0HOaYCYGO9GPWlGR1peDyDSGMPWjjGaVhzTccGgBr4qI9albGBUWeaTKQlCjJoqROuaQDJiBBJ6hTX1l4MQReCtFTsLOP/ANBr5LuceS/+6f5V9e+Gl2eF9LX0tYx/46KwrFxPNpIDpniTULTGFWcun+63NbsMmUxmofHtobXWLTU0HyTp5Mn1HI/SqVpd7lXPFeZNWkelTd4pm5uHlj3qnP0zTo5sgDrTZeeQRismbR0Mq5Hc+pxW14Dl/wCJjeR46xqc/jWRedMHj0rQ8CPs12aM/wAcHH4Gro/ERX+BnUeLLn7J4cumBw7r5a+pya4jTkxGgweOeK2/H14WmsbCNuSTK49h0rLs1ZVAPpkmqru8jPDxtC5oqfl4/E1BNLszzSyyFU68Gsyebv79ayNyWeYshOeMVzkRD+JYmblLWCa6P1VDj9TW/IA0GemRXLtMIl8UTk4aHSSo9i7YrWirzRhW0izy6NmeMOTy2WP1JyaMelORQsaj0AFIa9s8oUHg0h+tKKQ9elAC9AM80gwDmkz705R3zz6UwHjpS5HrSKCOtLwOoxTJHA47UdaNoBBz+FHc4pAGBjmkI6Uo45pTg4IoAYfpQMeuKUjmkI44oGMeojkmpX6VEeppFIbzSqvNFPTrmkA2X5Yn+lfWPg2IReC9FQDpZRcf8Br5Om+6R6g19deGlx4U0gAY/wBCh/8AQBWFYuJ5w8H9meI9Rs9uFW4LJ/ut8w/nW5DIGTGah8e2hs9YtNTQYW4XyZD6MuSP0JH4VStLvcBnjivMqK0j0abvFM2yw8viqk/TPenRy7lA7U2TnJFZM3iZVyuCCa2vAUv+n3kQ7xBs/jisi84GDV/wK4XXZ0z963OPqGBqqL94iv8AAxPF8m/xQykDMcCKD7HJpLZl2c4HrUXi448Wz/8AXJP5VHAcKCQT6ClU+JhSXuItzEE+1Y00mZ9h5Gc1rMQyZP5elY14NsgI/OkimWpm/dn0xXHXcudF8ZNnrZ28YPsZhXVPOHt2P91f6VyFzz4N8Wzd2ls4/wDyIT/St8P/ABEc9d+4cKeaZjJ5p56HiozXsnmC4wCKTGOpoY0maAHcY6Uqn2FNBNOHamA8GlyDTacMAigkUE0E5ozQeBmmAlOBPpTeOKXtSACaQntmgmkJ79TQAx6ibHUdKexzkmo80mUmGOalQY5qIDJqfGFoBle4OUcH+6a+v/DxV/Dmmspypto8f98ivkHG5iPXivq/wLMLjwPo0g5/0VB+QrnrbGkSLx1ai48K3L4+aErKPbBrgbc/ulYV6nr1v9p0G+hxnfAw/SvJ7CTfZRjqdo/lXn1t0zuw21jYt7kgAGrobcucA5rmxcOrovqa3LdyYxng1zs6yK7UMMHPt7VJ4QcQeJ41I4kRlBpLhGKkggkdAKraZL9n12ykPGJgPrniim7SJqK8GX/F0hfxSykAFIlA/nRbMAozUPi5seLJhnny0xTIDhQSDk06nxMml8CLcxHXt6VjSyZn2ds5/CtZjlMnr6VjXg2SBs9OalFMtTNiM44AFcddTZ0PxjJ628CZ+r11Uk4e2YnqAa5C658F+K5ezz20Y/PNdOH/AIiOeu/cOFOKjPWpD1PFRnk17B5gvQYoxz15pGIHNJknHfFADuPxpQcdRTR9Oad6ZFMB4PGcUZyaM0uMEc0Eign0oJzR1pDwM0AFKPYYpMinH2oAaST1NB479aMjNNY8UDGtioiR+dPYZBNRD0pMaFqVRgVGBk1NjC0kNkExzkegr6+8OsreGtKZTlTZw4/74FfIP3mYevFfWHgWUT+B9Gcc/wCiqPy4/pXPVLiReO7YT+F53IyYHSUfgcf1rgLYnylYHtmvUtftxc+H9QhP8Vu/8ia8osZC9mpxyRn9K4K29zuw+qaNi3uSABV4EupOK5r7S4eNeuewrctmPl8nk+tc7Osiu1DfKR9D6VL4Qk8jxOiH/lpGy59eM/0ps6MVznpVbS5RBr1i7DBEyjP14/rRTdpImorwZa8Wui+MJQTyYk/DimQEbdxIC+3U1F4zx/wmMx3Y/cxjn6U+1K+WBkHjpTq/EyaXwInIyM4x9e9Zt4uVya1gOMkAenNUbodz36VKLZh3Mxigcf7NYc//ACTfXpT/AMtdUtk49uf61raqQIJPpWVeFU+D87kgNPrihQf4tqiurDL3zkxHwHCEEDimYGc9qefrTfYV7B5o0j0pAM96kwO9N6cYFAxe1IvWgnjpS/lQId0FKcEjFNB56mnZJHOKBCg8HNB4U56UgNA5PNAC/wAI4o69+KX7xxSD86AEIJXrimHpzTyMdqYcjgjNADWAqPH0p/XrTcc0ixUHNSPwKYool4FHQQ2MZYe7V9O/C2Xzvh3pJ/uoV/ImvmNOGX2Oa+kvg+274c2PtJIP/HjWFXY0judtdKHtZkPRkYfpXjWnSRrC0R+XZlTn2Jr2a4OLaU+iH+VeENL8gUHlySfzNcFfodmH6l22bzb1pP4c4AroYmwoXAyKy9NgIQHGfbvWkY+QMMpP61ys7EI067sMNpqraoZ9WtIgM5mXH4HNTNuCbGOeOOKf4ejMnia0XOMOW/IdKIL3gm7RZJ4sdF8XShuSYkpkByu4nA7Y5NR+MuPGUpLYzEnFLalfLABB9hTqfGyKXwIsMvy5AIHbHU1m3iZU5FawGF3YH4mqN0uQevI4qUWzCuZjDC4z/DWLcj/i2Wuzf89dUhQH1wK1NWIW3kIHbFZV6yx/CGXJAM+sfL74rrwy985MT8JwrDGT70zGWzUh4703PBr1zzSNhnnihR70/AI5pMDpikMKBwaXn0pDkc9KYh/1pTjimgnPJOadnPWgQvWgnA6Ug496B9aAF42iijJY0D86AEIytMPAANPPGcdaacjtmgCNulRgc9Kf1pOc0ihyD5hmnucCmoD1pJDgGgOoxBlh7mvqD4YTCb4daSR/Cjqfwdq+YE6j86+k/g+274dWXtLKP/HjWFXYuO521zH5trNGejoy/mK8Z02VBblfulARz7V7PcNstpW9EJ/SvBjKfKRVPLDJ/GuCt0O3D7s0LUmW8Z/4M4Fb8bYTHcVmabCQgwtaTRc/xKT+tcrOxCNMpJVgQf0qraI0+rWkYxnz0/nmpnLBSjHJHSneHozL4ntF6YYt9cKaIK8kKbtFieMVU+MpSQCREmPypLQqFHAHqaTxt8vi+RiMDyUIPrRatujXJxuxzjoKKvxsVL4EXxsdQDn1zVa6UbTyKtNgrgDA7VSuGCgsOTSRT0OX1viCTvjpXD6nq/2jTNO0qPO21lnuJPQyOQB+Sj9a7XXGHkSEeleYFt2oTfWu3Br3jixT90lPAxTc089KbjPSvVPPDqKTvTgMUcEcUANx3oI46U7GBQelAhtOHFNJyKXNAC0gzT8UmOaBgCQfSlz15pp60ooEDY44ppGTTzz7U1uKBjNtM71IaYPvd6Q7j1GBUch9e9SkcVC3LUMEKv3s19HfBtv+Lc2ntNKP/HjXzh0B+lfQnwRl3+BHj/553co/XNY1di47noGpyiLS7qQnAWJjn8K8Is1aaaP0xmvXfHV2bLwlesDhpAIx+Jry7SYshG/vA151Zndh0dBaRlVUjp6CredqZA4Hb0qOAYiGDSlyoIIzXKzsRUu5U3EnOccVL4SfzPFVt7Bv5Vn6g5CsVbp2NbXw9g87V7q5K48uPA9iaukryM6z9xlXxiAfGMpwCfKTGaS12hRgAe5GKTxsCnjF2I4MKYotW3Rrk7c+3QVNX4mOl8CL42Oo6/Wq1yMg8irbfcwBgVRnYDJ61JRy2t/LbyelcRqeri50vTtJjJ2WrzTSA9PMY/4V2uut/o8hHYc15huzfz/U13YP4jjxXwkp6U0/lT6aR6V6p5wlGcU7HNHUYAFACYzSEe9P6UhoEN96cD70meKM8DrQAv60ik04UmKBi8/SgmkzzS0CA+tNPWnnJHemsMDigYzHXFMxUhGB0pg5OOaQx6jA9KjkwTipCeKhbBbrQwQ5cZBr6O+DJz8OrX1E8o/8er5w6BscnHFfQ/wQk3+AnTOTHeyr+in+tY1ti47nearKsOk3krHASB2z/wABNeE2imSaL0AGRXrvju9+xeEbwg4aXbEPxIz+ma8u0mIkI3dhn8K86szuw63OgtY9oVh0xVzomRnH6ioYBiID8PpTt5UYIz9K5TsKl1IucnrjipvCDmTxTbd8K/8A6Cazb5+CQ3PXBHWtz4eQCXVrq4K/6uLAz2JP+Aq6SvIzrO0GHxGhCatYXGw/NEyk+4P/ANesyyf5RjJJGBmuk+JUeNKs7jbny59ufTKn/CuV02Rdueporr3icO7wNrllIzx0qnd8IOMYqdGyvOaq3jMckntWSZs0cf4gl220p7GvNYDumlf1JNd34qlK2ktcLaL8v1r0sEt2efinsi1mkApTwcUDvXpHAJjg0zJGMU/PGMUhAA96Bhkng0Ed6Tn1FHXrQAmeelLTc0ueKAHZ96M+9AxRigAzk0v6U2lAoAcT701jnqKCaT8aAFI460wDoKcevTim0AKx+XFQZqWTpUYFJlID0r3r4EyA+FNRTPzJetkfVQa8EfoK9u+AcudP1uLsLhG/Naxq7FR3Oi+Klzt0ixtgTmWfJ/AZrmdOi2xREjICDNafxUm36vpsH9yJn/M4qCwUfZ0b/ZBryqz1PSw690tx/ImRUMjAKVBKt1AqUvtUDHXrVe6OVOeT196wbOkzLpm5PX1Fd58P7BrbSJLqQHdcvkf7o6V59cBpHEUbYZyFA75PFeyaXaCx023th/yzjAP1rfDrW5zYp2VjgviJCE1ewuNn34mUn3BrOsn+UY6kV0PxKjA02yuNuSk+0n6iuW02RdgwctUV1aRWHd4G1ksh5wO+KqXfEY46VOj5U8VVvGJJ9NuKyTNrHH+IJSttMa81gO6aR/VjXd+KpStpKc8YzXC2q/L0r08FHdnn4t7ItZ4pOCelKeOtIM16JwBjg0wHFP7YwKaQo6daBi7iaCMdaTHvikz60CAkUfSkz7U4HigYuaAeaMjFFABn5ulKOTSYooAeaYSD9aCfek460CFboOaaBg0pPPtTe/WgYrcLUGealkPGKjApMpCHha99+BMwbwnqEefmS+JI9Mov+FeBsOB6V7f8A5CdN1yPss8Tfmp/wrGrsVE6D4q3G3SLC2B/1s5Y/wDAVP8AVhXM6fFtijyMgIB+NafxSm361p1vzhIGk/Nv/sagsVxbIR0Kg15dZ6npYdWiXI/kXI79QelQSMNu0Eq3UVMz4UADNVrogqSfmFc7OlIzLpzyRk+1d58P7B7fR5bpxzcvlc/3Rx/jXn0+53CI3zMcAe5r2TTLQWGl21qP+WUYU+5xz+tdGHV3c5cVKysZHjm38/wpdnC5jKyDPsw/+vXm+mS7dvI9hXrWvW32zQb+3xkvA4H1xxXjWmvtcYXk0YhahhXo0dQp/cDtnkmqVw4II9KuDBgyR1x+dZ198oY4+auVHUzz/wAZy+XbSY/ibArkoRtTqeldB4xk3NAmeC9YKfc59K9jBx9w8vEv3yRTR36VGpOaeM4612nILTSaXNNYnjigBQc0maTvRzQAoNGab+dO7dKAFp1NzxxS9cUAITyKCTQevJpueaQxwz60MxBxSUYJ5oAXNFJg5pT0pgRucnFNPApe9IxJIqWMac8fSvbvgGP+JdrRxz56D/x0V4jnLH8q9s+Acv8Ao2tRf9NEf9Mf0rKp8JS3JPiDILjxu0ZJIit0H0J5q1YkCCNeyjafpWX4kl8/xpqsmchZBH+AFaNqMW6ZHVeRXkVX7x61Fe4ieVgqkE47is+6lcDAO7jirc2RGOeR2PpWRcTBTjB4PXuKxNjR8L2jan4mtlCHyoj5r+m0dP1NevAEVxPw903ybKfUnTD3DbU5zlF7/nmu3rvoxtE82vLmmc146t/tHhO74H7va+T2wa8402XaQMjHYV63rtt9s0O9t8Z3wsMfhXjOluVK8fMeprHELU3wr0aOoVgYF9zVK4cEH6/pVxSDACRzwAKzb7Chsdq5UdTPP/GUoS2cD+JtoFcnCNsY5rf8ZSFmgT/bJrCX7texg1aFzy8U/fsSBvWgHnpUQJBp4zXacg6mk4+tKc+tMY89BQA7PrSE0nfmjtQAU4fWmfjTvqOaAFFOpoPpS4zQAE80hNGDnrTckHFIY4ZoY84pOo60YJ5oAKBS4oPSmBG5yaaTgUvekY81I0I3YdjXt/wDAGma43/TeL/0E14eTyfavbvgJL/omtwHr5kT5/Bh/SsqnwlR3HfECT7T43eIk4gt41HtnJ/rVqxIWBB/dG0/SsvxJN9p8a6rL6SiMewVQK0rUYt0J7rk149V+8etSXuIllIVSuSMdD7VQupWUY6r7VbmbEYPGR61kXEwycjv17istzZGl4XtX1PxLbLtPlxHzX9MD/6+K9dFcV8PtN8qzm1J4yHuG2Jk/wAA7/nXbdq76MbRPNry5pjGUMpUjgjB+leGJGbTVprfr5UrJ+RxXuprxfxDC1r4z1BSMbpd4A9Dz/WoxC900wr95o1kf92ADkmsy9k+Qk9+tXIG8xMKcBRkn3rP1D/VkVxLc7Wea+KsyXceP4MmscEDr0rd11Q7zN/dArn2OGr3MMrU0eRXd6jFByaeDUYNL7V0GBJSdaQMMUmTTEOopu6jdg8UDHdKAabnFGaAHg+9KelR5pdx9aAAnkUY9KM5pAaQDhwckUpPtTd3NLmgBwprnil96a5FMQzvTWPBpTUbnPHapZaAcDNew/Ai5WO+1iFiAPs8cv6mvHs4HWuz+H2spo+rX7vIE87TZIk93/hH61lU+FlRV2jpYpTeand3J5Etw7A+vNdLEQsaL1UDH4Vzujw7ViV/TBP866BSUUqeoXBrxJu7PZgrKxDcuPuZ5zWW0Mtzdpap/rJnCIfQk4/rVm4ky5B5BHQVs+BtPa/11ruQFobReCf756fpk0U48zsFSXLFs9F02yTT9PtrSP7sMYTPrirlApa9FHkjHUPGyHowIrwxIza6xcW458qZl/AE4r3WvFvEMRtPGd+uAMyBwB6Ef/rrHEL3Tqwr95o10kxGo981l3r4QnuauwNvQBTjaMk1nahkRH1A5rhW52s818VZkvY8dEOT+NYwIx7Vu66oeSZv7uOawGOGxXuYZWpo8jEO9Ri5yaeDxUY+tL0roMLD8mlpm7jFGT60xDsUU3cKN3PFAx3akBOaTdjtRSAeDml7VGTS7jj2oAUmjGelNzmgH2oAcBjqKcT7UzdSg5oAUH2pHNL0prmmCGd6ax4zS0xyTwKljEWvYvgRcbb/AFiA4ANtFLn6Mw/rXjvIFdn8PtZXRtU1FzJsM2lyxJ7ycFR+dZVPhZcd0dLFP9t1K7uj8wnuJHH4sf6YrpYjtRB1GMVz2j24RYI8dFA/HFdAp2qR/s4rxJu7PZgrJIhuXH3c85NZTQyXF3HbLgySuEUketWriTLkHJGOgrX8C6c19rjXjjdDarlSe7np+VOnG8rBVlywuejabZpp2nW9nHysSBKudqQUvavQR5PUK8s+IVp5HiOC5xhZoRz6lcjH5Yr1SuA+JiFrbTGI+UTsrEe4/wDrVFVXgzWg7TRi6coNrkhQM8e/vVDWPkBwODzzV6wfcgHOMcAVT1vAhD+/Irz0tT0jzjXIXitnnI/dzMVQ/wC71/nXOHH411vi6UJpOkWygBh50re+5wB/KuQ7V7tH+GjxqvxsUfSlOO9N/GkzWxmP+lFNBpQ2aAF6Ue+KWkzQAvFKBxSA07rQIMUYFKRxSYzTAOnajPFG00dqQAG9s0oINN4+lAoAcTxTWORzSkcUw8ChjGkjNMJ704nmmnrUsYwkgdK3PDUBuNQ343bcYrBc8Cu58E2ubbzNuSxrlxErQZvh4800dxpUAI3HgAY+lWJnaFyCfu8ZqxbQ+VGM4yR81UtTYJNkdxyK8k9ZGdcyESt146Y716z4U0s6TokUMqgTyEyS4/vHt+AxXAeE9NbVPEMbuuYbY+a5+n3R+J/lXrYH4V1UIaXOLFVLvlFFLSClrpOQQ15b8QbQw+I7e6wVWaEDd6sp/wDr16lXBfExCbbTX25UTMpPplTWdVXibUHaaMTTVH2TJAAPIX1qhrAwhAHDVesHDIADgbeAKp63/qVfHGcV563PRPONdieO2ecj5J2IQ9jtODXOHFdZ4ulCaTo9sFwQksrH1LSHFcif84r3qPwI8ar8bFHX1pabnFITWpmPoxTAaduoAd096KCcc8UUAGR3pwFNBGetOGDQJhgUmB2pSPyoxxxQAnTpS54ox3FAPFABn2pc02gUAOzTWORzQaafagBpODxTCeaU9aQ1LKGMTtIrd8NQNPqO7GdvT61gP7Gu58FWn+jeZjlmNcuJlywZ0YeN6iO40mAMu5uMcfjViV2iYg9uKs2sIijXIxx81UdSbZNn8CK8jc9VGdcO3mkLnI6Y7k9q9Z8K6UdJ0SKKRQJ5P3kuPU1wXhHTDqviBHkXMNt+8Y+p7CvWhXXQj9o4sVO75Qpe1FHauk5A7Vw/xLGdGs/UXQx+RruO1cb8RlDaLa8ZP2lcfkaip8LLpfGjldMYKq5POPyqPXoT9ifP8I4Pb60tqQkS5PJrUkjWa1AlAIYYYV5yPUaPFfE2TdR5YkbOFY5A9qwQa7fxB4feW0mljc/aLafynjboyEZVvrkY/GuMktZoXIkikXHfbXt0ZXgjx6ytNoZijGaTcuceYM+hpwVuxU1ujICMCm0/a/PAPFGD3WgQzn1pT9afgdSpowme9MLjA1PFAVM9adtHYigABp3bpTACCDTxnPrTATt1ppp3PPGKack9qQBQOtL+VB4FAA34VGaUtTSTjihsYhpjUvbrTH471DGhnLEADJJwB717T4V0kabpUKMv74pk5HQ15v4M0d9S1gTEZhtjljj7zdhXs9rEYIlLDAWvNxdS75T0cJTsuYjmykYY+mOKx7yTzZQ2DlRgnNa14/yMOoxwKybO2bUb23tFJDzSCP8AxNcaV2dbdlc9H8D6d9i0BJ2A826PmsfbsP8APrXT1DBCkEMcMYwkahVHsBgVPXoRVlY8mTu7hRRRVCCuI+Ja50Wz6ZF0uB+Brt64z4igNotrxk/akx+tRU+FmlL40crprAKuTzima9A32KTPO3BBH86daYSJMnDHOa05I1ntAsgGGUqw/DrXnrc9No8U8TZ+1oNxKhOhP3fYe1YSkmu38QeH3ltJJo2b7Rb3BhkjbGChGVIP4kfhXGSWs0DbZIXGO4U17dGScEeNWVqjRHjNLik3LnHmAH3pwVj0INbmYmMCkp+1/wC6DRg91pCG5PcigkU7A7g0uE9/ypgNDcg04UbUJ607aB0IoQAKXFIAevFO5+tMBD0ppPvS/NjpSY+lIBMe9KM0o70hxQApqM0pamEnFIdhD0prGl59ajf2/XvUsaGHLMAoJYnAHrXtXhXSRp2kwRsB5xTLZHQ15v4L0d9S1YXBGYLc5J/vN2Fez20RhiUuMY/WvNxc7vlPRwtOy5iObKIHORx2rGvZfNk3Y+6vPNa96/yMM8YzWTZ2zalfQWgJDTyBOPTqT+QrjSu9Dsbsrno/gjTvsOgxyuB5tyfNY47HoK6cVFBEsMKRIMKihQPpU1ehFWVjyJPmdwo7UUdqoQlc94ytftfh6cjG6FlmGfb/ACa6Gs/WoxNo15G33TA+fyqZK6Kg7SR5RYyiRgD93dxXRRkCMHiuX04BYo8jLGuhVzswelea9GevujF8RaYszfaoVJYja4HeuQMDINyjp3716SBxg8g9PauS1vTXtJWubcZibO9PSu7C1rPlkefjKHMuaJWtrWC7t0jlsYHx3ZBk02fwppMwybFImP8AEhIq7YSkGIFQAOvvWzOik4I4x1HSvRTPLdzjT4IsGX5PPT/tqarv4IgCMy3VwvsSK7HesakseOxqtPdKi/KMiqFdnFt4TiB2m9mU56MgNRzeEZFjLxXokHp5YrppNQil3KyhTVdJGRyUcge3ershc0jkf7Cud5XzIfxBqGbSbqE42I2ehVq7KQRT7T8qnHIPesy+UJ67lOeOmPSnYfOznU0m+kPyWrsT0wajewvEiEjW0oTsSODXTWdz5d5hCwzE7ALyRxVWbUXS1ZMli44JOcf/AF6nW5Skc4EYkgK/B9KNp7h/yNdBaQwrZ7iMyytwp6gDnNPN0LcxxrEJZ2O1U7EnnJ9qXVjb0OcKleu4fUUwk9jkeo5ru4NHlMDJNskMw/esR/46K2bayhtrdIEto1VR/wA8xzQHOeU9T1P5GlEUjfdjkb6ITXrqWsAA/wBHjXjsgqZIYgBtCqfpipuHOeSxaPqVwQIrC6cnplMUg0DUZJdnkKj7toV2Gc/SvW55vKUDk8etR2GmKLlp3AZyxbGPu/8A16wrVVBam9CEqj02LPhrQ4NI0eCJVzIo+c+rdzWq8zA4ZcCpYtqja3Sqt2wVWZTwBXkTld3PaguVWKlzKFhlcN7YrV8C2IuNeM7LlLWPcCf7x4H6Zrmp5AbY5bByCfpXpPgbTHstGNxMhWa5beQeu3+GtaEbyuY4mSULHVCloortPNCiiigBK53xnaG78OTkY3QETKT/ALJyf0roqz9ZiWbRr2NvutA4P5VMldMqDtJM8pspFkbk8FuM+ldChxHn1rltNGIo8/eOCa6JXOzrxXmvc9joYniHTFmb7VEpJK7XUd8d65FoGXBXBx3zXpIHUHoe9clremyWUrXMHMTfeXsK7sJWt7rPOxdHmXMitbWsF3bpFNYwP3yycmmz+E9JmX5rFIn/AL0ZK1dsJSpiDKB2rYnjU43DjHBFeldHlu6ONPgmxYfIZ1+khP8AOq7+CIFRmW5uB7ZBrst6RIS3QVWnu1QDauRmmK7OLbwnEpx9tmVvdAaim8IyLGXivRJ9U/wrppNQikVlZcEd6gSRkY7GIHf3q0kLmZyP9g3O7b5sP4g1DLpN1Cdu1G/3WrspBFOVbhTjoay75VRjyQwPUUWHzs56PSr6TGy1c8Z4IpjafdogdraUKSMHFdJaXflXRCllAhkcbPvZ2+lVptQeO1eM5JfgZP3QP60iuY5wKxOAr8deDRtOej/98mt+1iiSy3sQZpWzg8ED1qQ3Ig2RRxCW4c7VXtn39qQ+Y5vaR6ge4pm7PQ5rvYdJkMLrNsczD965H/jorYtrKG3tkgS2jUKMYCCjUXOjyg8nrz9DTlilY/KkjewU166lrAAP3EYJH90VMsMagbVVT9MVNx855LFo+pXDDyrC5bP+wR/OkGgai8mzyFR87druAc/hXrk8vlADOfxqLTtLAuTNIFaTJbOPu/8A16xrVVBam9GnKpLRFnw1ocGj6PBEqgyIvz/7TdzWq8zB8OoA9qlhCBMMOv61Uu2CqzL0xXjzld3PahHlVirdTARSODx0xWr4FsBPrrzsMrax5B9HbgfoK5qeVfspycYIJPpXpXgbTJLHRDPOhSa6bzCG6he2fwrShG8rmOJlaNjqBTqSlruPNCjtRR2oAQ1U1T/kE3n/AFwf/wBBNWh0rL8RXYstAvZuMiIqAe5PH9aT2HHVo8rsEyEx2FbCZPFZmnocKAOcVtRxjbnvXmPc9jyF7AYqpexiaKSNh8rKas5yPvcj3qKZshsDO0VUHqKcdDl7aJl2gvnYduPpWr5uY9relZysPtEq9CGzzVqNifl4B6c17EHdJng1Y2k0TvBFPESVx9DVaWxQJ8rAjPeraPiMgL25IpC4YABFFapmLRh3GlL6EHOc1k3EU1moaQHb2YV1F3I4jJXkqewrnbq7keNt7hgOqEVoiSJGSdQVPK+9UroZ3ckjPNSCFTIkkJAHdTRLENvLkkjoDVAV7OONpLh2DM4jKgKOgJ65rIa2k8+ZGXgPkM3HHrj+la9pJs+0KB++8sbeenPWq8jeXJnaHAAOCeh9ayu+fQ2VuXUnASCyM0rZXZhN3Uepp/hiFb3UHvJ1O4L+7UjoD0/Gs3UGa5CIdxRpPnAHG0c4rd01vsqKV+Vup96ZDZ1a24KkgAAHimmVYmILbjVWO/lYchWHenLJ+/y9uFJ6HNFybEyuzt0IHanSybY/fFQPepFkjOahtlnvpc42oDyT3rOc1FXZrTpucrIvWVq8376Xn+7WzEFiiCgCmQR7YwBgLikQ72IHQV49Sbm7s96FNQikiQk9RVG4c5ZQeKuOxXrVCcgEmsjUfoemDU9etbR8GHdvceqrzivYFAAAAAA4wO1eaeCh/wAVOBgEfZ2J+ua9NFd1Be6eZiXeYtFFFbHOFFFFABVPU/8AkGXX/XJv5VcNZHiK7FloN7MccRkD6ngUpbDjueV6cnyR47KK2Uy2BznNZmnxkKqjnAraSMBc5ycV5j3PYFwcAdqp3sYmhkjYcMpAq0OeA3OeahnJKtgZwKqDsyZx0OYt4yu3c2Shx+VavmfJtY8gfnWapBuZlAxg/wA6uRsWwOM479K9mDukzwqkbSaJXt4p4/mBX6Gq8ligTCMG5q2jYTAUUjMGGNiitEYtGFcaUMZAKn2rLuYprMBpFO09GH9a6a6d1iJRhkHoBXPXV3I8bb2DDPKmtESRIy3CgqfmHvVK7ywbklc9akEAMiSQkBR1U9qJIuMF8k+/SquDILOONprlmDM/l7AEHOGYAn8MVj/ZZPOlRkIAkzubgfl/Stezk2i4QKTL5Q24PTnrUEjbJQcK+AMZP3cdaxd+Y2VuUnwtvYmaQ/wbULdvU/0p/heBb2/e8nU7gv7tT2FZl+xugkZ3FC/zgDjaO1b2mt9lRWQ4J744NVr1IbOqS33DIAAX19aaZUjbBOWFVEv5GG0KrL6CnLJifMkGM9CDzRcmxOsjuxwCAOmaWaXYme+KhkvY489S3t61DbLPfzBiAIwcsf6VlOairs1p03OSii9ZWrzYlk5P8I9K2YgsUYAwR6+tMhj2x46DFCEM3HQV5E5uTuz3qdNQjZD2Y9qo3DkkqDwetW3O3rVGc4JPrWRqSaDpq6l4gtbeTBiDea4I6hecfnivX1wBgDAHFea+CBnxPjAIFsxz/wACFemdq7qC908zEu87BS0UVsc4UdqKO1ACVynj5wugpHzmWdF/LJrq64f4iTEWllGCP9YXI+gH+NRU0iaUVeaOdsQAcgVoztiEqvDkfex096raaFKIARnbmn6lFIZbVUnMaM4WQ7NwUHjP1rhtc9W9jMtrxvtJjkysv8SnsR/MVsOg8sleAwqhrreG9HaS2lmutQ1iCM7THwI264/ujjtzUlpeLc2Ecn94Zz+FVKHKSp86ujndynU7mE9sHNWslE3HnHfvVZ08vWLl8Eh9rAVeVcxHdznqK9Kl8CPFr/xGOguFaPDDIx+NDSx7QuSGPTFQRh4yyhB6g0jna+djevWtrmA13DMV3hs9BiuS1nfp2ogyZa3dcqyjjPcGuilmBPyooYDqaoXskV5aNFOqtHwcAdCOhq1cl2MGG/tZ2GybaV4AJwa0iqmLkjleTWddaZGqF2QSqD8pArNW2dHdoZpCB1jJOce1XdishL7VWsboZiZ0K4fZ1ApUv4poBNDyCMbCNpzVFoN9xtjCiJh8+45b/wCua6KBItkcaRqNqjoBxUJNu5baSDS1Mu2S5CrnoFHH/wBeuit7eNiPLUL7dqzraAKxRxlT0Na1qhiIGcrnNXbQyvdlqK3EeTjnoaWZhk55x71ZQ70B6+1VXRASSOSe4qGy0iICPrzgDPNa2n2ubdQRjd830rM+zoZEQDlj69q6COZLW23EgHr9BXn4qX2T1cDT3mxJXEaEEgDoM1HZnzImc9Dyo9R61w1/4quLjWAIrSWeyiJDiM/Mfp7V13h+8j1e1FzArrCxO0uu39PbpXLKnZanfGopbGjIQVxnms64jLHA5PWr86FFYjtWdO5dW2nqKzsWbngQE+InOOkBz7c16YK878AoTq925HIhGD6ZNeiCu2l8J5WI+MWiiitTEKKKKACuT8fSbNBSL/nrOi/rmurNcP8AEWYi1sogwx5hkI+gqKnws0oq80jnbEAHI9a0J2xAVXh8HDdqg04IyKFxyuadqUUjTWipOYkkcRyHZuABOMj3ya4bXPWukZtteE3Jjkyso4dW6gjr9RWu6DyyVOMis/XZPDmkPNbSS3d/rEEYCmPpGfT+6Ppzx71La3a3FhHJnqM1UocrIU+dXRzoKnUrmHpjnNWSWSPJ6Cqzr5esXLYyHwR6VfVQ0Zyc5616VL4EeNiP4jHW84aIBuQR+NDSx427iGNQR70JUIvPINNc7W+4fatjnGu+WK+YCDjHFcnrO/TdSzICbeRcowHGe4NdFLOCTtVQRzzVG9eK7tGhmUNGTnGOh9a0TsS0YMN9azt+7lwR/CeDmtHaGj4Ocj9azrrS41j3MglQfdx1/Os1bV1ZmhlcgcmMn+VUmLQbfaqbG4GYmdSpVtvUYzT1v4ZoRNAC4PCoRgn/AD61QaAvcBYwBEw+fccsTXRQJDtWNY1GFA6VEU22W3ZWDS0aQq9yFX0AHA/Gujgt42I2AKRxgdKzbaABijD5W+61a1ohixjJFW7GV2y3FbiP+HkdfeiVx3wcDp6VZQh1yOeelVWjQMcqTk+lZtlohAj654Azg1safbFrdOMZ+Y1l+QhkiTHLcHntXQRyrbW258Lx3rgxUr2iergadk5iSt5akEhfQn1qKzzJEX55Pyj1FcPfeKp7nV1MdpNPYxEhxF94n29q67QL2PV7QXMCuImJwWXb+GPauWUOVHeqilsaMuCuO/vWdcx7jhevvV6dCm45yRzVCdywODjI/Ks7FG54CBPiKU4xi2IP/fQr0sV514AjJ1a8kI5ECjPpk/8A1q9FHU120fhPLxHxi0UUVqYhR2oo7UAJXPeKdCOs2Q8kgXEWdmejA9V/Gnf8J34Q/wChr0P/AMGMP/xVYt98UPDsOqrZWeoaXdKEV5Z/7UgjjUEkYBZvmIx0HrSaurFRk4u6OV06WWzuWtpVZXj+Xa3WtW/82S2XymIfIK8ZHHtWV488QeHPNGq6br+kTyiM7kivYnYkDj5QcnNZtl4r0a1tpGufFMFzKluJDCfIRC5UNtUg5JGcVyOm0z0I11JIx7+9+1+IGuUV0ElxIz5XoOMbvrit6weX7MscY+UZxtNY9rrWiPJcSXHiCyN3LCkzLviWBXYBtinOWIBAJPGc1c8P6rpUemTPqHiTRRMZQsUK3SDYvJLMc/Nk447YolGTLp1YJEoL/bsScFgQKvoqsu1sgkVhW+s6WypLceJtPkultRcOqywxwrIcfulOd5bnGenFOstc0bfBFd+KLNrqaATOqtEsEJIzs35yW7fhXbRuopM8vE2lUbRpSMIZQj554yDTnlH3HJD449xWHZa9ostrby3/AIkRpZofNaBfs4SPPRC2d+4CmWGtaNLDGb/xFbI0yNKkSPFsh5IVXbO8scZ44FbqSOVxdjQkKRvlk+Q8ZqlKrgsE2FPcVNH4h0V4MSatp27He5T/ABqrPrWjBfl1awZfT7Sn+NaJojUrySSFQj4I74qnIsLOCB9cdqZPqWmM4K6nZEHqPPXj9aoNqem/xX1uSDjiVef1qrpCs2I9qE1MFZMhhwvpV47YHTP8I4rITU7QagshvbcqoOSZV/xrQ/tXR7hwHvYF46mVf8aFJDs+pqx6jGYwuMYq/Z3b/KEcEY4BrnPt2lKONRtD/wBt1/xq7aatpEZUHU7PGMczL/jQ2mKzOlW7ZHGQR6+9WVuMjOAfTFYi63oqkBdWsMAcg3Kc/rWxavHPCjRspEoUoVOQwPQg9xWUnbU0jHmaRPbr9pummHEa/Kn9TVDxHdymEWUUmHlJG4dFQda6E21tpdmXRyp25OehrlZYJ72aZ3gYM8eYl/2fWvNvzTuz3GuSlyxF08W1jpucKBJ8qkAZI9h9a63SEWysFzEYgVyFPXnufQ1laRawyxRRtEnmQ/M2RyD2rWu5yq7SRgdfrWMpts1hFRVkVr67YB9vJJwM1WGEtCx+8ajfYx8+Q4GfkU+nrW94f8MTa3JHd3e6PT1OQnQy/wD1qFFydkE5xgrs2fAEJMd7cYwGZUAx6Dnmu271BbW0NpAsMEaxxr0VRgCp+9dsFZWPKnLmk2LRRRVEBRRRQAh6VzvinQm1myUwEC5hyUz0YHqp+tdGabgUmk1ZlRk4u6PHNPlls7l7aZWVo+NrcED0rWvvMkt1aJsPuBHGRgEE8fSrXjzTGhvINYhTCn93Kw7EHgn9R+VZ1hdLNEBk5rhnFxdj1KU1ONzh769F3rzXKq6LLPIz5HTLcBq3rF5fs4jjGFHQCnXVuU1O7WKLIODvI+Xce3vU2gW7vaSwSBRMjbc9gPWhtyNIrlWpRBb7aVkHJUiryqpUhieenNGq27WU8Lb1fL44XA5qN1YYGenNehh78h4+MS9qyKRhDKEkyM8ZFOeUfcckPjgeoodPNBDLuHr3qq6MFMbZdQchu610o4iKTYrZZDs6ZqlIsg3BdhX1NbMX723w4BPeqVxGFXjlT6CrWpOxjySSbdjlSP8AZqnKsO8Hb9cdqtXEBMh2nr1rNdlUkOeRVCKb2oj1Pcr7gw4FX8iGRc54HWqCs636SMeADWiHtbqTB3BuwIoTG1cuR6hGyKD9K0LS8cbQr5Hv2rINsqgjHHrV6zRQV7j3oeotjWW7ZXGQR9OlWln3DJAI9qqJGAcKeg5Bq1EAVChdrngD1JrKWiuaQXM7EtupurozZwi4RMc59TWf4ju5WhFlE5Vpcgv2VB1/OuiNvbaXZMyPtIXLc8Ed65Sa3uL2ad5IWDOmY19B2rzL807s91x5KXLEXT/s1lppO1R5nyjuSPT8a67SY1s7Ff3RiXHCnrWVpFtDLHFG0Sb4cM25eQa1rq42oF4wBzWUpOTNoxUVZFa9uyA4H8XAqsAEtCW5Y8f5/Son2kmaU4/uj29fpW/4e8Lza3Il3eBorBTlU6GQ/wCFJRcnZCnOMFdmz4AiJgvrg5wzomcf3Rz/ADrtqgtbaK0gSGCJYo1GAqjgVPXbCPKrHlTlzSbFoooqiAo7UUdqAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvdtFaRPC2lleotIiD3HyCvCa9/8ADsZbwzpWfmH2KLj/AIAK0p9TOo7WM+4v9SvWCTSSOEOQMcfjWzb6+hQh9qSnGTj0q4loC28RhVxWVeaESzSRHJ7VNTDxlsaUsZOG+prWepRfOfk3HuO9Vri685ssdqDk/wCFYUllc2atIAQR3p8cNxdbPNY89vesPqrvudLx65dtTc0YDWfEdjaOB5csnI/2Rk/0xXtcUaRoqRqFRRhQOwryjwFp+fFcUrKcQwPj2JIFeuVq6cYaI5/ayqasAKWgUUCCiiigAooooAKSlooArXdpBe2sltcRiSKQYZT3ry7VNHvfDV48mx5LEn5JRz17Njv/ADr1mmlFIIKgg9c1E4KRrSqum9Dym007WdbiM9laYhJwJJWCg+4BqHVrS+8FyW99dPHdCfIaGLIxj0z1r10AelcH8VIM+Hbe5CqfIuFzkZOG44pQoxT1LniqnQ8+v/EseutC0ELRJEwY7+p/CtdFzGrY4xxzXKWVkYbpmUfuyPzFdXZ/8e6EtnjH4iuqEFFWRwVajqPmZH5bIwIH1FOCKykjrirjRZIIHHeqciGIllPGa0Wpk2U5g0bF07dRVYyCRCCfm9K0pCpTIxxWVcRMkvmrgDv71a0FuZ18fLyc8n1rFmj8wkt1wDmte7dZiSThR3P8NUZQFt2LDaMFguMj6k+vfH51dxJFRodsIeQYG7bzxwT1pvl+VKy5OVOM+9Pv5l8keYxYBQv1BIz/APqrpvHOlQ6T4puIYcpbSQLcRErwMj26jIPv+FRf3rF2925lwOJYhkY9R3zVuFWB4+6D61lpvt3RnHyEAbhyv0J9a14Mx7VPMZ9uRVkGlAwMbEgZJqSVnjhyucjofQ0yOMbQB0JzVwRkrjhuOlZyV9xxdnc5641DUbx1WaV5BGQQMcHBrZt9fRo2VyqSEDJYVcS0Bct5YUYxisq90MkmSI8579K5Z0IyO2li5weuprWWpxDeflLEdjVae6845c4UHJ5x+FYUllc2YeQLgjoakjhuLoL5jGsPqrudTx6cdjb0b/ib+IbKzcAxSyYPH8I5I/Sva4o0ijWONQqKAFUdhXlPgKw/4quKZgSIYXx6AnivWxWrpqGiOZ1ZVNWFLRRQIKKKKACjtRR2oA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+hPDX/IuaR/15Q/+gCiitaW7MquyN0dDTWPH40UVoc5V1BQYmUj5Sen5VEFC9ABxRRVLcOp1XgD/kL3n/XFf5mvQ80UVhV+I6KXwhmloorM1CiiigAooooAKKKKACkzRRQAtcz46RX8JXm4A4x1+tFFOO5MtjymAD5BjjaK1bb/AFTj3oorqZzF+DmM5qrN/F9KKKS3JKSHP/fNV747bBnHDetFFWIxp1EMULoMMXGSef51lXPMsifwr0HpzRRTRSMrVflSTHHyn+Veg/EX/kIaG/8AE+mR7j69aKKh/EX9k5VJHSWFlYgkEE+vHf1rZeNbeO1aFQm4cgdPy6UUVqZSNWH5YQBxzVxP9YPrRRUSBFrJGR70PyOaKKzGVrxQ0bKRkelRIqqeABxRRVIbOr8Af8hS8/64L/OvQh0FFFc9T4jopfCFFFFQaBRRRQAUmeKKKAP/2Q==", "path": "001718.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001719
Men Tshirts
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", "path": "001719.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001720
Men Tshirts
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"path": "001720.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001721
Men Tshirts
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", "path": "001721.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001722
Men Tshirts
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", "path": "001722.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001723
Men Tshirts
{ "bytes": 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", "path": "001723.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001724
Men Tshirts
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", "path": "001724.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001725
Men Tshirts
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", "path": "001725.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001726
Men Tshirts
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", "path": "001726.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001727
Men Tshirts
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", "path": "001727.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001728
Men Tshirts
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", "path": "001728.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001729
Men Tshirts
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", "path": "001729.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001730
Men Tshirts
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"path": "001730.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001731
Men Tshirts
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", "path": "001731.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001732
Men Tshirts
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", "path": "001732.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001733
Men Tshirts
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"path": "001733.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001734
Men Tshirts
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", "path": "001734.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001735
Men Tshirts
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", "path": "001735.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001736
Men Tshirts
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"path": "001736.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001737
Men Tshirts
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", "path": "001737.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001738
Men Tshirts
{ "bytes": 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", "path": "001738.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001739
Men Tshirts
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", "path": "001739.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001740
Men Tshirts
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", "path": "001740.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001741
Men Tshirts
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", "path": "001741.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001742
Men Tshirts
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", "path": "001742.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001743
Men Tshirts
{ "bytes": 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", "path": "001743.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001744
Men Tshirts
{ "bytes": 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", "path": "001744.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001745
Men Tshirts
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", "path": "001745.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001746
Men Tshirts
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", "path": "001746.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001747
Men Tshirts
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", "path": "001747.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001748
Men Tshirts
{ "bytes": 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", "path": "001748.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001749
Men Tshirts
{ "bytes": 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", "path": "001749.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001750
Men Tshirts
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", "path": "001750.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001751
Men Tshirts
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", "path": "001751.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001752
Men Tshirts
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", "path": "001752.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001753
Men Tshirts
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", "path": "001753.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001754
Men Tshirts
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"path": "001754.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001755
Men Tshirts
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", "path": "001755.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001756
Men Tshirts
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", "path": "001756.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001757
Men Tshirts
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", "path": "001757.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001758
Men Tshirts
{ "bytes": 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", "path": "001758.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001759
Men Tshirts
{ "bytes": 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"path": "001759.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001760
Men Tshirts
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", "path": "001760.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001761
Men Tshirts
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", "path": "001761.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001762
Men Tshirts
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", "path": "001762.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001763
Men Tshirts
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", "path": "001763.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001764
Men Tshirts
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", "path": "001764.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001765
Men Tshirts
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", "path": "001765.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001766
Men Tshirts
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", "path": "001766.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001767
Men Tshirts
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", "path": "001767.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001768
Men Tshirts
{ "bytes": 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1BIqcXt1zi5n/AAkamSe2agIniXLgEe45rCu7mytAPNuYxk9TIK8ue5uZBgzzH6yE/wBaiIY8n9eaLCOy1fxHp48lUb7QFYllXgEbcDk1gT3cV/CCUERG7AJzk+xrJIHIJqR8eTAABk5P60uRGiqSSsErhZ1MWVwAeOOalFy5JDMckfeAzzVY8tSgnPSqJbubn9sO01u5YEpbrERnrtJ5q/FqXnFcJISMA8E1ywODxwRVmLULuDPlXMi+4NAjrQ7ttJimz1ztNSHc11JuRs7CMkH+6ea56HxNqoAH9oXH03itvTNWkvJnM9y5kETNkvnhVqWwH20cpt4sIcBVByp9Ku20Ehm5icjryp4qrY6tPJpyoszmbIy5OD9BVyDWLtZjEblwOxySKaA0o1fK4jkHP9w1rQIx1K8yDjy4gMqeTs7VnW95NMGxdzmVBnaD1q2t7ctqEa/aJ0V7NJCCeQ24imBbgQ4bCtkEcYIpqzpaGQvExLPgfITxUQvLmAS77ifah9aim1KaeaIC5uFHGCDyfrRcDSF9Jj5RGACODGKHvJ/st0SY+LeQnEY54rLRUmhiAuTHMuQQwzn3q3boDPNEzglrV9wPT7vNAihfa1NHpglha33+WpwYQOeMVbstYmlhUM8OTwSIlx9ayIold4t6kpuyoxxtxSyK5ugYkIQOMgcUxM2n1G4AfEqnoQREtLeatcRanGqTgBrRHI8sdeRms2ZmhjJIPAY+/vVSVXm11Mb5HNjHsGNxJLNgY9aGCLdzrd4JUK3JI9o16VbsLrVr+RYrZJJXPHygHB9zjFdHoPw9Yqt3rTtHnlbYcMf9413UVpb2QW3toI4Y8ZAUYB96EUcvonha7iJl1a9MhK4MS4wOc9cV1SIsSlYkEadwoxn396kCUBaYCBQT1znrTLqzS90ie0YZDoYz9e1S4I7VLEcN7H+dAHh2gumj+PJ4ZWK77coe3KvyK9XEglmhdGBQjg1wXxO0k6Vr2m65AmIppTFL7Flq7oWtrcWiQuwDRt8v0oA9GTJAyKURqR90c9eKoWszPApDGraOSOpoAUogP3BS7VxTSp7k0xl46mgAleKMHJrlfFNy09xounwgg3GoI590jUsTXRFATyK5a7Bu/iRZ2648vT7B53/35GAWgDrIEyUBOcDk46+p/Gh0DMSeamiULFk9SMCnbcDOKAKvl4zxwRz9K5bxD8O/D3iFWe4sxBcnpcQfK1diy5phSgD57134N67ppNxo9yb+NDkLnZIKqWfiIQaZcadqdnJDfQvGzrImC/zY6GvozYTn2rnfE/haw123Zbq2WSUqSrYAbHoGpWFY8aXxrYJJgxyEg4AOBViLxzbSn5bd8ZIAJFc54w8KT+FrsTwnzrRmxvkHKH0NZOn6kkjEMiA5GMj3ouM9Fg8VRGaFRanLyquT9arTa839p6laiInFw5JIG3rWRp08AmhlnjcDzRzjodwwa0rCNZdR1MmMMTeyjJ/3uBQKwWGofZI2BGR14HfNdbo17JfaXqyoBG/lIUJIX+MVys1uqTSoQAOgOeM1o2aukjCInHkjcAOvzClcEdLpsVxJeweaoLLJnk54x1zXJ6dG1xZRIvEYDFm7Z3Gui067uYNRtoZWwWZQAR2qh4ehil0bM8ojjDuF923n5fY0DGTxxiyiHG8KD1zS2qhrRQWJQjkAkc9j+FaMkCeSjIgJj+8Qeevb1NII8RqA5wSSRjORVAZ2qSiTQdTGFH7pMkcc7xzVe+u47WPM8wRFycs2fyFT6qqQ6NqxGMCOMsQMn74rzrWtSkv71pZWOwMQgxgAVIGhqPiqVg8VinlJ08w/fI9RXNvK8rFncsT1JOT+dNz1PrSGgBcdffvSUoPOKTsaLgB4FS24EsjLwN6sv6cVF1FETiKVCTwGBzQwMoblbBPTrVyI5HU0t1bD7ROgHKuSPdeoqujmI4YYoAtjdmlJPtTUcEYBp446mgBuWxSHIByaeTgUwnAoAYc4J6+tTTHa0Sd1iA/HrUaJuIJ6E8+/ai5bN9MB2IA/LFAAg5zngU8ZzilC4GKTvQAtAGaOKBjHFABT4p5beQyxHnaRg+nemAc0x3AkAPcGgDSt9TJjQFSDH2Bxn3rYttWhnbY6HgZOD0rknzGVI7DNXINjbZQx5GMehpAdzp99taQl1DkZIB5Hpmtl70f2vaY+fOnL0PB+c1yGlToyiI4zjBBHX61vSslrqtgoGB/ZyjA6H5zQBry3LRMoZSQ/PPQVExcM0x42tgc4zUc90LgZDFQoPB9KdbOBEQcyEnjPJoAdFZMbhFWUAMcZJJ5rR0iBxezs2Q628oUk9sY4HpVu7aWKaEKlvy2GJhUYGKTUL2XT9CvL2FbYthUI8kEEMwBzVEFeMLEEBjPmZBDDGD7CiWMGZSeRJznGOcnoasXBeKVJQlsYgQQTENwPpUD6i4lBzbEnhF8kZzn1pgRzIoWT5OT055rqPAfh9315tanjJijs444Ce7bjk1zRvJpbhYYlgaSRgiKIQcsT3NeyaTYrpmk29qAMxqM4GAT3wKljRHcEveRLkgDOaW8U/a0I6BcUAZ1FR6N/Sn3R+cmmUNQ5BzTgKZH0NSDv7UwE9aBk5zwOx96O9FAHOfEK1F34GvyU8xrYC6A/65sCcV5w2m3Nlb22pQgmyuVDxyDpjrg+4r2K/gF1p1xbYBE0TRn/AIEpGKwPAQhm8DadbyqJFWLynVhkb1YhgaAI/D2tQTWSguDIowRXQpMrgEMDWdc+C9Mkkaa2aS0kPeI5H5Gp7LR5LINvujMeNpI2kCgDRDZFJjPem9M5OaC5PCjFACECMEn8BXIeGke+8VeItVOSslwtoh7BIlwf1rqpgYreWeU4EaFzk9sE81h/D5HPhO3uJQBJdySXR/4G5YUCZ1GAR06dBQQDTqbQMYRikwKkI68UgSgBuw1TvyIruwB6F2U+4IxWkq5NZmu/LcaZ/wBfC0Act4x0W31HRl3xgxyIUce/TP4V8139hLpGqT2Uq4eJuvqv8J/EV9dXFqLnS7u3IBMbkr/OvC/iLoStaHUEtxJNbcSDkZTPXigDmtBuRLNCCSPnTnP+0K17GeQavqyRAZF7L/6Eea4/RdVit7yIf2dASXUAln9evWuugvohq+olNMtA63LB2Jkyxzy3XGakC7NySzIQQcNx0961dLljeV/NB8tbduFI3dR0zWcZkKbjZW2Sx4JkyffrWtpDN++iSK2jLQNkRhjwCDjJPFAjo9OEUt3byiGcsNuAdnHpnmsfSYrWDSWa3S5kQzyckLnduORjPGK3dHSQXEQcEDArE8OErYzoGI23EoA/4GaBlwSW0dugEVzISuDgJkDPUjNIZrYRhUiuCVbGMpkH86x7i8aGOVmcqqKSxALYHpilEpEI+c+WEyDnr7mn0Az/ABfqkVtpr2luJfMusBhJg4XOcgg15leuSQenzVta1e/bdQeYElVARO/Fc/dtkD2NICR+MYoByDSTchT6jimp0oAeO30oNJzS0AJ1FBGQaO9GOtAC3ZAa3uQTh02t/vdKjeNJQCR+IqRwZbGQdTGwcfToajjYGMHNAEHkOhyrZHpU2G9DT8HrxTST6GgAAJHJApCVB65b9KNjEdBShD3IoAfb/vLuPOMA5I9BUEXzvLKerMf1NTg+Vb3LjghMA++cVHEoESg+lAD/AFpuDjApTkigcUAKD9KWkwKAeKAFqvP/AK+MfUVOMk1Wn/4+IifWgCQDdCSeop9m6xTFZXKRnocZAP0pIuY3HqahkBBBBxikwOj0+W1jnG6/ZR3xCWzXVz/YJb7T5zqMisLJQoFtnKbj83WvPIZgVBPUcGutSYibSCOT9gXH13mgDqCbScKUupDhe1rz+PzUttHa5YrdTnHORbYA/wDHqq2gYRjzcqScEjk49Ks4eGFihwBkEHtQB0Mti80kRlJEu/qOm3HAqHXoNnhDUYiQcbDk+u+tWR1kkRxg9ByayPEYJ8L6mAeNqkY/3xVMBL3nTgACMbc471go7vfRRBQQUZnbnIOcDHaty4mcW/lYDkhRwMYGKzbSTELgj5yxCgH36UxWOo+Hukm/1sXTrmGyGT7yV63IcDFYPg7RTo+gxxSDE0h8yT1DGtiZ8A1mtWMrRHN2n+8aWfmQ0225mU+5NPkGZCRWgDFGBx0pwphOOBSigB/ejvS44pMUANI79xzXMeFB9jvde0rOPsuoM6D0jlUSCuqPSuSJNh8SWXpHqeng/WSF8fyagDrVfIpSFI5zUaHg9acDg0AGxD1FKFA7Ae9LTC2D1oA5rx/eyWnhG8WDma622qf70jBa2tKtkstLtbZFASOJUwB0wK5zxUhv/EnhrTeMfaXvH/3Y0OCfxNdei4AzigBT3pO1LQAKAAClCmgDinBTigByLisHxOxR7EjtMDXQgVy/i+TEll/11BoA2YE/fXQI4LZ/SvP/ABDZILuVHTMcgIYEcEdCK9FhHMp9TXLeI7PzVaUDkUAfMes6Q+g+Jha4PleYrxH1XPFbFtKra5qcRcjdcsVA78mus8d6H/aWki6hUm5tDvHqVzyK86SYRa9dSlnB8wnIOOTUgegREAYznK/KSMkVraGFOrlQQAbdiwxx1Fcxa6kjBg7GQBQxbAHOMYNa3hTUGu/EkqIAwFuQoznuKYj0K3fF1b4UcYHAwa5nQZFFrcbs5F3L/wChGuls1ka4hJU8MOoPFc5pMDNZ3HyOAbuQ4weBuPNJDKc0UNxceSSSkg5wcHrms/xPe/YLJthAkcFFrYeynJVkjKnbhQEIz71574l1A3motEGBjt/kHoW/iNFwMNzgYFZ1znHWr7ECqFyaAJ5GzDH/ALtNSkPMcf8Au05KAHE8Gm5NPIptABS0lAPFAD4T++AIyGBUj8Kqx/LI8R6g4qbJByOxzTLkbb3OMiQAgigB4o7UDkUDuKAAZPXFLSZpCxGfagBZuLJR1Mkv6AUmMYFLccSwRDoibj9c5NIc4zQAUHrigHNJznpQA4+lAGDSHOOlHIFADgQKqXZxNH9atgdapXY/ep9ab2AsW3Ib60SLwaba/wCrJ96lfkUgK8D+XLzznj8a6Bp5SNM8vGRb45PP3zXNspzWrBcLNDaoAd0CbT7ncTxSA7+xuBLCmUKkng5zk44FT3t4lpaMJXGSwBxxXNadBfyhFFhctHkEfuXIz9cVPqdvqq/MbO52MSUzCxAHfIxQB6kRbSH91I4A55hYAfpVTWVtZPD98huRErBAZGibaPmGO2ea1GdRJuGQMcg9BWP4omT/AIR28CEYMkQH03irALoWpVUa5AJI/wCWLnt9K0fCegWuo61G4cSRWx3uPLYd/lHI71l3rOJ0y+XDZXnoMYr07wdpL6XoytOMXNw3mSf0FSwOjPAxVK5bh6uP2qjcn5WFKIEdpzJn0p7/AH2qO04Z6UtmQ1aAUrilC8inDnrS0AGKyvEOu2fhvQ7rV77eYLZQSF6k5AVR7mtVqy9c0a08Q6Jd6VfKxtrpNjFeo5BDA+oIoA43wV8XtM8Xa3/ZH2CeyuHBMBkkDiTHOOAMGtjxeBZ6l4d1XtBf+S5/2ZVK/lmszwd8I9E8Jayuqw3d3d3MYIiM2wImeCcCt/x3p733g3UoYgTMkXnR/wC8h3LQgNkTpCD5siR5PG4gZp6ypLHuidZB0ypBH6VxWp6imreHdE1FTkXEfmZ9yozW14VGdGP/AF1auFYq9f2Z2PDpUfam35gAOeB6mo7e6t7guYJ4ZQOGMcivg++DxWH400u81fwdqmnWDf6XPAUj+bGTkErXkHwo8G+KNI8ZJf3tlcafZQI4uDLhRKMYCV3XOM9SsnGofE7U37afaJbD/eYiR67Mc1xPw4L3+n6jr0wHmaneyOPaNThBVnW9Zv7PVJoYLjbGoUgbFOPlz3FAHVk0gNMjcmFCTyVBJ98U9KAJAMAVKO1CLxTqAFFcb4zcC7sBn+OuyHeuK8a8Xtgf9s0IDqoP9Wx9azdRgEsTAjOa04B+5T3XNQ3C7gwoA80vYPImcEcdCD0PqK8c8Q6BDpviGcXGoRWsFwxkQurMcZ6YA7GvfNdtSH3gc55rznxroQ1fRZPKTNzb/PH6kd1pMDj7GDSAjAa1JJkYytm2Pry1dN4EsdOXxDPcWmqST4hYCMRNGwGR1avNbe9aALCBjI6ntXe/De7QapKHY8QnngDrSF1PWoYWF1CTPMUJyB5pwK5fTLuebSWZrq5MplkwRIem44FbEF+TfQgTo6eYRmM8Yx2rm9Fm3aAqKy7w7noSfvnjigZFrutS6ZpfmpdXJmdcLmU9cV5c7Ekktkkk1veLNS+2amYFYGK3XaMDGW7mueJJHaiwEbdKpXJ4NXSOOao3HpQwJQf3MZ/2aclNx+4jPtTk6ZoAk7VHnrUnaoScZ5oAUGnZ4NMU4IzTxQAGkufmt42xko2DjsO1PI4zTol3b4j0kXGPfqKAIkOUzR36VHASFIz0ODU2ecUAJ2zigKWZQB1IFFS23+uL4yI1ZiR9KAIZTuvZ2xwDtH0xivevhp8O/DWv+B7HUdS00TXUhbL768Cj/wBSCep5r6h+El3BY/CrTprhwiDcSfxoYFg/B7wUf+YRx/11NIPg54K/6BJ/7/Gutm1rTrbUrbTpruJLu6BMERPzOB1Io1XWLDQ7Jr3UblLe2DAGSTpknAFTqByn/CnPBX/QKb/v6axfFHwp8I6b4X1K+tdOdJ4IGkQ+ccA16NqGsafpOmnUL+6jgtQATK5456VleNpkm8A6vKjAo1oxB9iKNQPkIE4B9qpXZ/eIT0Gaur/qwfYVTveNv41XQCey/wBQCe9SsKhthi3THpmpmyRyelCAquPmIqezvJ7KbdBIYyRhiKiJzJTJFOaQHT2mq38pYz6ldkdv3zAVpW+pXbzuU1G8jAXqJTgH8etcpayGWEoTgg81fti4DEkjC4PvQgPYJ76QQogMc5CHPmZwD2OPWsXWLh38PXUrRgIJoM8nB+cUv254ITLvBiLEBCOfz7moNafzfBeoNhYyfLbBBz9/pTYHXeFdOOt69EssYMMHzyHsR/CM98mvYFXAxgfQVyngHRzp3h6GaZQLm6VZHPoMcCuuFSwI3Y4PtVK4Pyk1ckPWqdx9055qkBFZc780h4kP1p1iPv8A1pMHzD9aoCVelOHFNUdaeB0oAa/3aryyLFGznJCqScemM1O5wKo3ZzaXA/6ZN/6CaAOM8M/GLQPEuvWmj2VpqMdxcsQjTRoF6EnOHNegzosgZH5EilSD0PFfJ/we/wCSqaF/10k/9FtX1o7YHIpCR5DpBe38NDTHyW03ULi2+i5BUD8DXe+Ff+QL9ZWrj9bt20/xfqEGT5N6FvUHo2Nj/wAlNdf4V/5AmP8Apq1ePBWxbPWk19UVu5pXdzFa2ss87iOKNGd3JwFXGST7ADNcLr3jjQbnwrqseka1Zz3slsyxxxOS+WIFdL4pB/4RTWv+vGf/ANFmvm74YaQdX8W2kO0mMSKX9MLya9k8o+nfC+mJo3hnTdPRQPJgUH/exk1zXiX/AJDdx/ur/wCgiu5Ra4bxN/yHLn/dX/0EUCOxib9xEP8AYH8qswiqKN+5jH+yP5Cr8A4zQMsDiiigdKAFHJNcV41/4/dOHq5Fdqg6muH8ZtnWNMH+3QgOui4jQewpHUEGkJwBTg2RQBz+sQAxsMDBrirmMxyMK9A1UAxnArib5B5rDHegDw/xnoyaTrjMi7La5O9DjgHuta3gMAapJyBELchiRnPIxXW+LdE/tnRZoAuZoxviP+16fiK474fYF3emdnjjjgwxEZcr81DA9J02CM6vA+Yypbg5HTn071yEOpJY+G55SR5iSyRpj5TnccA11GhyWMd5Gy3M8zM4wTbMB07e1ea67KgvZLWGXzYklZyTGUO5jyMH0qVuBlMzE5Y5JySSetMI4pccUhqgGHocVRnPNXX4GCapzVIEn/Lun0p6UzB8lPTFSJ04oAc3SoHqc9KgegAHWpRUCEFsVOKAHdqFcpIrjqpBoxxTDxmgBLnCXr4HyP8AMv0oBySc9KW5ANpFMOSjbG+nampggEd6AHYqRGMVpOw6thB70zoOKdIP9Ht15+Zyx/kKAGdhx2r6I8FOIPghaSFAwHGOcH56+eK+jPAVhPqPwXsbW3UmRjxzj+PJpMCTxH/yWbwb7W0tXPjT/wAk+l97qD/0OmePdI1WDW9C8V6RZteS6WSk9sp+d42GCVrB8R6lr3xOsI9F0rQrzTbcSB57q+G1cryBSQG98WwB8Kph/wBca2fFP/JL7/204f8AoNcde6P4+8V6ZbeHNX02zs7OORPtF8kwcyqp4wK7fxxGtv8ADrV416JZlR+WKYHyMn3QO+BVC9PIFX16DA7VRveqj1NAFuEYhQe1SMeDSJ/q0HsKa5pgQgZakfr1pyqc0jrknikA2JzHMCDgHg/Stu1mzw2D0rCHIz0xW5oy2M0bG61A27g4Vfs7PkeuR0oA7sahrPk4N/dHDZLlxjGen1rq/CEN1ruoNbS3lwYoyjvls5XPI59a5OWVIIwQhI+7jPXNelfC+fTfJulEyi9LLlW4OzHABqmiUekxptUKAAAMYxwPSpx0qESYGAKk3ZXIqSiGZsE4qnOcip5XyarNgkVSAkslwT70pU+Y31qS2GOaAP3jUwEC4FHpSk8Gl7UAV5jgGqM5za3H/XJv/QTVq5bAP0qo5zZXB/6ZN/6CaAPmH4O/8lV0L/fk/wDRbV9bSL8pr5K+Dv8AyVXQv9+T/wBFtX1uRkVIkedfENBBd6Hf+k7W7/7rrW34WJGj4PTzWrL+JsLSaHsTPmANKn+8uCK0PB0q3Ph2K5U5WQlh6dAa4Ek8RdHfe1CxJ4pyfCutf9eE/wD6LNeHfBRPK8aacveW3uHP/fFe6eJUJ8L60MdbC4H/AJDIFeFfByUSfFS3VOI47OVF/wC+K9BnCfS2MDpXB+JudduPov8A6CK7xmrgvEv/ACG7j/dX/wBBFMTOmRxiIZ/gH8hWtbDKisNG5j4/hX+QrdtT+7H0oGTEcikpzACgDJoAUfKprhfFQ83xFpg65kruJDiuH1vMviXS/wDrtQgOwmXjjtUCMauTpVAMBIFPfgUAVL45BB71x+qwtFPkjgjNdjqq4hQjqTiuB8beJdM0URm9uQJdpxFHy5oAS7VWiSVRg4wa4u2vDP4k1OyS+8+zFuG8qPACtvGVJFcjrnjrUNY3wRE2tpz+7Q8t9Wp/gcH+0L7Gebbr1/jFSwOvlvG0W3a8UD/R2+VSerdq8/di8jOxJYsSxPc5r0NNFfU1jsroMYWbLnPIOD0NcJcadPF9oMSGSOOUox7/AFxQBSLcHGKQnPUikDDBoOKfQCOQZqnP1FW261VmOSKQE2MQoPanJgikcfu0+lOQDFACGoXPXFSkcnmoJOKAEQ/vKsLVWOra9AaAH9qiNTAcGoG6UAOQebHLDxymR9agt2BQDPSpomEUyMTwDg1EyGC7lh7ZyPp60ATZ4IqSc4mSIdEjGfrTIF8yaNOMFgKQSGWeWU93OMenpQApHBx6V9M/DfUItJ+E2lXUiMw6YXGcs1fMp4B57V9HeFIfM+C2lKZEiyUJLDI+/SYHocur6dBex2Mt5BHdTLuSN3AZh7VdXaemTxXM+KfAWieMEjbUYXFxEuIriJijpXHnQvH/AIKJOh6guv6cP+XW64kH40kB6zj3rl/iLx8Ptb/69mrA0j4v6TNcCw162n0W/wA4KXKEL+dbXxFcSfDjWpI2BU2pKnPBoA+SwcAD2qlejJX61cA47VVnXM0f1qgLQGEH0qNsk1KelR9KABBknBximPxmnoMA471IbZzGjtgKwyB6igCmiMxwqk5q/b2xgO+QnPSnxBIwAowpqXgxnJPr0pAd9b5Kwh1MhPXPGPSp79ni8N6m0ETwPCFKyR5U5wTnPtVwPYebHmy1EcgqAY+KNRu7OXRNTglt9RjjULvyEJI55XnB96slF/wv8TtUsba3S93Xtts5znfnHQGvV9I8U6XrESC3uQtwy58iThxXgkUemiKylig1PBTC48vaw9cA8GtCVYGlR/s2pAjAUr5YOex61NkPQ98CHDbj35qvCd87AdAcV5xpXjy5sIfJuLXULxEGAZDGHH4g122keJdJvLwWi3Kw3e3P2eUhW6dqLjOhiAB/CmMACTT4z81I45FHUCMgk5pCTinsCRxUZOAcVQFG7fAbmq5yNPn942/9BNJevzinkf8AEum/65N/6CaAPmH4Of8AJVdC/wB+T/0W1fXNfI/wd/5KtoX+/J/6LavX/Hvxil8H+J20W10mO7MKK00ksxTlhnC1AkdT43VcWgIyCWBB7jHNZ/w0Zx4RFq3W1uZYfwVqr32vweJ/DmkaxbxtHHch22MeVPRlJrG0LU5PDmuam0sQlsLxUlx5gUrLjDYz6ivOpT/2iUT0px/2aMjpPiLqL6Z4KvQhzNeKbeIDqPlJY/kK8U+BmX+JcJ9bWf8A9Br0vxNq3/CT3p8iCRLOw0m8uCW6GVomAANeZ/Ar/kpdv/16Tf8AoNekecfUezpXBeJf+Q7c/wC6v/oIrvyMCuA8S/8AIduf91f/AEEVYmbkbjC8/wAK/wAq6Cy5iX6VzCHheOw/lXSac2YF+lQxlp6F60HmgcGgBk3CmuM1IZ8UaR7zmuylOVIridWnjg8QaZLK6xxx3BLuxwoXHc1QHcTjpXP6rqthotvLe6ldx29umSGkOM/QdSfYVwfjH45abp3mWnh9Be3IyPtH/LJa8K1vX9R8R37XerahPcSE8AjhfYLnAqVsB6P4z+N0+oE2fh6MwwhubuUZdvoK8p1OaW51CeaaSSSUuSWYkk/jSrBCSp8yTlh/CPX61PNbwG6mDvOSHO7CgjOfrQBno3Fdf4HV2vrzBOBb84Gf46yYNP04nLPeZA6BVrsfCCWlpd3L2El7HciDAeQJgDeM0Bc6/TLbOoWjmYoBnII68HArj4FYT6oTJ+7E5G4DJ68cV29tPqZvrM/2kWUt88ZiXBGD0IHFYNtqOqA6mr34Uo+AfKjAPpnjmgDNu9Asb6yecqI5uMNHgY7cjvXK3mjXlqztsMsQ/jjGRj3HavTLWTUJoMG/fPUkQx4/DipQ+oqEA1BiSMN+5j6UageMk8E1WlHOa9U1zwvaXml3mouxN2jDDqAoI2kkFQMVwd94Zv7e3W4VBNCVyDHyR9RQBnMP3Sf7opy9KHUrGoPB2jr2pVGRQA0g8mq8nNTt1qtKcE0AIhOTirSdBmqked1XEORQgJB0qAmpz0qBhg0AN7EU+5QsIZgOSuD/APX/AAqLsT6V2PhTRIb23+03tu86F8QRZwGfuTSbsBy0HymSX+JEYj69KijwIgM16JrWh219FcRLaC3v0TchD5WRV6rx6V54F5PA4JBHpQmApOAfpX0j4bZU+CejlpFjyI+T/v182EcEe1fTHhKSZPg9oDQDL4j/APRlDA77UNVsNItDc6hdQ2sIHLSMFFee3fxM1HX7hrLwRpD3nZ9QucpAlZ/jPTrbWvjN4c07UYhNZtauxhbO01qfExHtNL0Tw/phFlDql6ttKYfkxHSQFPTPh3Br+pC/8W6+mtXqDi3gkxEldR8RI0g+GusxxDEaWuFA6YzXE+N/Aul+B9Bi8ReHmntL+yljy3nEiQZxhq7P4hTed8LNWm/v2gb9QaYHygvIqtN/rovZqsjpUJheadAgyQcn6UwJyTyPSm7C3A496njABDH/ABqbzHJyNpPpsFTcCsEUEYxVqVl8m2+Ycx/1NTRGRuAqknkfuxVudJ4PsS7VBkgV/wDVj1OKYGOvGD+manC5ViWGB1+lbMDXikAGMN1yYl5FXF1HUYYSyXCYDYyIUoA69lY3O/JOADjHSkujnR9SyM5CD2Oc1ZeNiFAJAPUg4P0olhY6Rej/AGk68+tUyTm7HfLb6cFBYeXhkAGP97J9K6WJFER3cBR265rF0OD/AEe3BwR5Zz6/ereigADCVsgkimBC6AZAxvHJJ681ma6Nvi+3IOCFIB9OBWxPCEjYggjgYHpWB4hZh4ptwpGRuFJjR6R8P9d1G41I6dcXBmhEZIL8kcivRn615N8Nc/8ACS884gYmvWmGTmpW4yNuhqszcEE1PIcRk1Rd8gmrAz7k7p1X3q3IuLKcekTf+gmqZ+e7B96vv/x53H/XJv8A0E0AfLfwc/5KroX+/J/6LavovxN8NPDHiu/F/qdnIboKFMsUxjLgdA1fOnwd/wCSq6F/vyf+i2r656ED1FQJHAa5pdlomladpunW6wWkG5Y41yccc8nkkk8k150CL3XmFyoMNvEGzIeA2ecjueMV6l414W2/32rz/VdPa2eyvIJGieaVliKoGwy8lSO45yK82nJfWJLqejKL+rxfQjvXi0231H7A7mGawclCMbQ8bZUg9BXHfAr/AJKXB/15z/8AoNd5p2kf2n4c13U5C8kMNpcNvkGGkl8s4OOwFcH8CP8Akplv/wBek3/oNejHY897n1ITnIrz/wAS/wDIcuP91f8A0EV6CV7ivPvE/wDyHrn/AHV/9BFaCZrRHIUeqgfpXSWMflwrXNQtgIfRR/KumtHJhQ9OMYoGWM9aBzSYpcYFICKY7YmNeEfGuV206HDkASkGvdrkZgb6V4R8ZsDSU/670AeJKCSAOMVMi5JyagVsMBU6Yz170hI2tNtEa6txtBzKnJ/3xVgQQnxLqUTYAEz4OM/xUultia0BXOZ0wQf9oVIkHneKtS+cACd8g9/mNAXIy8YmKIwC5wTjk11XhVIxe3JwNxgAz6DcDWLLogEjzJGDxkk81t+F4hHf3AKlSYjz+IpknWWQze25DjAYjnPPBrm4wTd6ihGd+04IyCPeuttIP9LibGEGfx+U1zaxKup3YIPIj/nUrcs1bONYY0RnYuAASRgmp2dSztgZ3YHGOKWJY3YHgkZBIPerBCtHlkPB4Bp3Az9QKf2BdDnlj/6AaydN2HT7ccZ2DkVq6mANBucHrIwH0CGsTSwF0+E9DsANAHA63j+1LnGAPMPAHFUV4FXdWJOq3P8A10P86pmiwETmq8tWDwCBVaShgNQ4kFW4zwaqL16VbQcChATZ4qBzg81MeBUDnIoAYDgHpXqfg7XE/s22liURyWqtDKAM7Ay4DgV5XxWjo2oXWn3rS2spjJQ5HY8EgEUMD0fULqA3raj5yvFaIyvKMqshx8u0evrXmdxP9pnlmKhTIxJAGBVzVtcvNVWLzXEdsRkRjpnPU1nHscZpLYBpOQT35r6L0aWSH4I+HyiZOYAeM4/eV86McA/jX0x4VntbX4TeG3u4pJIz5QCqcHeXwpOaGBS+IZfw/wCO/Dni6RHfTrcNb3TDkxhujGm61r2n+NvHHhix0GcXkdjcG8uZY87UWj4v6Ro5todS1G61A3Dj7Nb2NtJgTPXJ+Hfgr4iazN1Lqy6TJIvEEeS/sGpID17x14dm8VeFbnSbaZIZpShDSZK4Vs1S+IqG3+FmrRcZS1Vc/iBXk0fhjUdD8UW+keLNX1OC2vGC2t9a3BKFuytmvVviVF9n+GGrRBy+23VQx5J5pgfKpOBT7P8A4+yfVG/lTCKfaf8AH2f9xv5UMCRDnGamUAEYGcVXHQcVKjLgE9aSA1LNRIpJGCOpFaOs4ju9JCgD/QouD0xk1RsQxjfZnJ9+K0tXj33ukqyZH2OPIz15NMCG+n/eBVhIU9gDzU0Mn7oAoRzgDFaqQQXMaru24xj2FQPYspYKeBk+lCA7O2sbwyqZbabB7BD6VantJ/7Nuh9mkJLLgCM5PBrm4108SL5dzNKNpD5kdQp9OTVgrZnQb0rI+QVyfObIOCR34qiA0fSblbKLzLW5Vypz+7II+bNagtbwRgfZZME94zXI6WbWfTYpormSZivlsZJnRA2eSxzk47djV2T7BbWZlnumPzBGIkY7m7Y560Abs9vetKB9mc/MM4BPvWNrelX0viZHitZ5FAY5EZwDmoGFkJ4iHflwGAmYk89+c1Q12S3i8TSh5SFKMSBIwBO4479aCkejfDqyuoPErPNbSxKYCMuMDNernvXinwomhfxXKsbE4tjnMhPFe1McZqeoylcsQhFUC3DVcum4xVAnhqsCvBzPmrs5P2K4x3ib/wBBNU7cgysK0JVzZ3HH/LJv/QTQB8sfB7/kqmhf9dJP/RbV9dA/MhPpXyN8HRn4q6Ef+mkn/otq+uW4UYqRI4/xn9y2/wB5qwYkimOiRMy7hdSMATzjA5rc8ZnMdp/vNXLXEsdpaRXbRCR40kCHPRi4wa8aH+9s9aX+6I3YgB8PPEXtb3f/AKLNeK/An/kpdv8A9ec//oNevWM0UngbxOqFziynLCT1aNuRXkXwK/5KXbf9ec//AKDXsnlH1QgwM1554p41+5/3V/8AQRXoidK878U/8h+6/wB1f/QRSW4maMbcL9B/KumsDm2Qg9BiuYiHC/7o/lXS6aMQLVMZdPGabzmlbpTQOpoAJ1zCR7V4P8Zo3XS+QT/pC17w54Oa8R+OIxo2Qeky0gPB/JcyHEb4PTg1atNPvJ5AI7WZj7KTVBWfIIc/XNXbaVyQA7g5HRyKBJHXadpupRT22dPucCVCxMZGBuHNWE0jUf7X1KYWFwA87FG2nBG4ng1j6eZDfWmXY4nQffJz84680ohmutf1RQx2LcPgEnAG7oBQI6lLTUoocGynY46Y4NamjQTRXbS3NubS3EZzNJkKCSOvfrXKW1uArAxknnrmtfQYlgvZ5VQArGNxIPPIoY0d/b3lhJdoqalalscAFv7p9qwon0/+0ruY6rYjKgYy3HPfirGnavbyapFHjBfcASmMfKawLLUbSfXL63FsGVsMWPyqNvYigZ05uNPJJGq2YAHYt179qY91p4jIOrQfe5A3HH14rLi1WzF05mlZ5iMy7hgAdgMcDGKgTXLc25meJoo2chSELsR0BOOlAGpfGwfw7Kp1K15dsSHdtB29+KzLSPT4rdFGs2ZIQZwHIzSahqEbeEHJBH7xgPrjvnmshNWQRxgKwwqjp7UgOQ1XadVvNriQCVgCOh5qiTxVu8fddzseSWPPTvVQ1VwGP0OKqy5J4qy3Aqq7cnikwET71XY+QBVFepq7F2oQEzdDVZ+mKsM3FV25NADOK0tE0+51O9eG1hMrrEzMB2GKy810/gKWSPxRFEkjRiSNkODjIxnmhsCpqfh670vSdMu7hAouVPGckHJxms7Bxiug8SztLoOjBmYkTTjJ5yFc4FYByBSQDHGFb1wa+lNDheT4R+GUii858wepwN9fNb/db/dr6h8K6XNqPww8OQ28oRkWKTOSMBWJI4oYGZ4pCT/GvwpBe4+zJbyyQ56GWvUgPTFcZ498HyeJ7G2n0+4FtrFjJ5tlce/cGr/g6/12+0YjxDp4s7+GQxnBysgA+8KSYGF8Yo4T4CuJWA8+OaJoP+um+n/Ep3Pwnv2kGHNtHmqOoeH/ABB4w8YL/bMKWfh/S7jfDEh5u2ByprV+LWF+Gur/AO6v/oVMD5V9RT7QEXfHdGGT24ph780tof8ASD/uH+VDAsbVO0ebCMVYgtUkYbruCMdSSTVCPBA5waswtggHucUkB0VtZWywNjWbIcdQHNaV7Ba/bNPlm1e0jKWaKAVclhz8w46VgQqpGAx4HI9a0NViJ1PSVdsD7DECaYGrEtipJTVrc89PLepHa3EbBtah5OP9TJ0qrBbESDyjkHjJp9xC6hiQTzhsc0wNK0hgu7dnMSyEqASRj6EipE0mKLQtQDICZCoIx3weae0MvmICScnJIPTg1pxMx064VgcFlGMexpkHn1hK4gh022gUZ4LeYQMdyf8AAV09h4et1tVW4wWU5Qg9D61m2yYjtkijAbzmBJGSRknitnznNxtRCcnPPTPrmmAS6HpxlR40AnJ+Zhwxwf51ga7p6N4oY5YiRWOM9Durduptl1bo/wB7eOAMEHNVbmLPiuMnnJl/HnpSZSOs+FOmRWniaaREw3kEV7HKcA15d8OfLHiS4Cg5EBz0PevT5jwanqMzLpjkiqg/1RqWdsynFMIxG1WBXtv9e/1rUcZsrj/rk3/oJrLtOZz7mtaQf6Fcf9cm/wDQTQB8qfBz/kquhf78v/opq+uJTxXyP8HP+Sq6F/vy/wDopq+trk4jz7VC3EjjvF7bktvZmrmb+PztDhiHVnYdccbwa6bW4lvSqmUpsYngZzWVcaTK0MSROJBHl8kYOcjgV58aE1iHU6HpSrQ+rqn1JLRAPAXidwnLW04z/uxV458CP+SmW3/XpN/6DXtUETxfDPXDKCJHtrskf8AbFeK/An/kpdv/ANec/wD6DXonnH1WK868U/8AIfuvov8A6CK9FAwK4TxLp15LrFxPHbO0RAwwxg/KBQhE0J4T6D+VdLp5xGB6CuZi4K9sAA10GnlsZPTFUM0zjpTcYNA6mkZqQCSH92xFeIfGwk+Hz/12WvbzyrAV4z8b4seGSfWdaEB88p0Izgip45NsgwckVEEPPIFSRQMSTxTA6fSJUW7sjnObhAcf7wqSDdL4j1MAHPnyHI/3qh0aH/S7Ldxi4j/9DFWrVmj8Sag46NcyLyOOtIlG7bFxuBYklM9Bx+NaOiOTeTEEABOpHOMjvWfEUGR/EfvdevtV3SkM13Pt4/dkAHuc96TGjo9NtUfVEm+8SDg5z/CcfhXK332m21W7+zgAvjeAm7jBxzXX6YGivYgMYOf/AEE1iXZMWpzsCATbk5FAx2kacirHcTymSRlJI2YBNbBFtEHIjByvzYHXismAvDp8K5ySu4HOCasu7xWZleTJI4APGfTFAFbWILZvDTBAMMzle/zY6VQ0+xT7NG7ogyoxke1XpiJ/DSk4GXk4Hc7adYSIukWpwr/IAcnn3pAeYakMXtwPSQ/zqmehq5qRzqFwTxmRuPbNU+xpgQvVZ8EmrL1XcjJNDAan3sVeixjFZ6ffq9FQgJWFQPxU7VXcnBNAEVa/hiYQeJLF2JA80Anp2IrGzVuwn+y3cNwEEhjcMFJIBwc4JHNIDV1tmNlpinBAknx3/jNZoqW9vJ77yVk2LFCWMaxrgjcSSCep5qPHGKEgI5AdrD1HFfQvg/4reEdI8H6Vp95qLpc29uqSL5LnkV89scHnrjFVZTjP8/ShrQD6qHxp8D9tWb/vw9SL8YvBP/QWP/fl6+Sx1q7aRNPMkK4LOQAOtJAfVQ+Lvgr/AKDIH1ieuY+IvxD8Ma54H1Cw07U1muZQuyMIfWvDn0LVY4w7WE4jMZlBMfBT+9UdzpN/ZxtLcWU8UYIBLIQM4yBmnawFEkc0+2IFwT/ssP0pjUkDYmXPcEZ/Cm2BKpwSMdakLAYAHIHNNCqeN5pyIpP3uOx9aSA1bKVfJc8kgdSa1dWLSalpuBjNjFgVlWSIIn3MMYzWprBH26xYEAJp0RzSQGtFEYXGV+ct8oz29aluCwZsHPPUcZ/GmpMgPLAue+elPlIlAAOATknPSqA2JdRfzwn9iDlecXJwKne/aLT7h/7KXh0youTknB5zjtUrxZKFRkAZHFMlQnTZ/M6+agwOOxpk2OesdSh8zzItEB2SE83ZJB7npVg6gwkPlaJk9SftbdM9elVbaMR2khKDBY8nuc1oxWTmEuOCQMHHT86YECX4nvY5X0UZLgbmuj6+mKZquoQx6yu7SFMgkYIwumXPPJ6UjwyQXsQLmQeYvPbqKqa4yjXEyRxLJ2x3NA0eifDS9F14iuR/ZyW5EGd4mLk89MEV6nccRtXkvwpfd4iuOePs/wDWvWbo4jap6jMUnMz5pZRiLikQAzt7066IEdUBUtBiY81sS8WE/wD1yf8A9BNZFlky5Pet2JBJGVYAgggg9x0NID5P+Dv/ACVTQv8Afk/9FtX1jdkiFvpWJp3gDwrpWoxX+n6HaW9zESY5YwQVOMVt3pxC30qVuCOLu3JuHHvV/SHJYg1m3PNw1XtFP7w1YF/xMufCGt4x/wAg+4/9FNXz18B/+Sm23/XnPX0re2Salpl3YTMyxXUDwuV+8AykEj3wa4/wf8ItF8Ha8mrWF7qEs6RtGFuChXDf7oFSwPRBXFeL/HPhzw5dRWOragIbmRQ4jEbuQM4BO0HANdrXjHxO+FN14p8Rf23Y6lBC0kSpJHODxt4BUjNJAdVbXMN1ClxbypLDIAyPGcqy9iDXT6cCYQe2K4bwzov/AAj+gWek+eZjbqcv0ydxJwOwyeK77Tv+PVasC2FIpuzNSUhxSAj6Bq8e+NzA+FjkZxOtewSHAyORXjvxrw3heT2mSgD5/DxZ/wBQp4/vmtCyuLaMgmwgk9jI/wDQ1mAg5PbtVq2P7xQO/FISOvsL62F7Yqmj2gDToFIkkJB3DnluaSTWLdNXuIholjn7XIhYtJktzk9e9Q6eoa905Rxi5j/9DFVZWC6/ONpx9ukJoEdMb4xpvXS9NwevMmR/49WzpN/cmOUwadYxkqOznv7nkVzhKyrjgcgYz/MV0egQ/fCseQBjsKGNHQWV3eG6iDQ6fGCGyY4efun3rn5dVvG1BVNlpmSh+b7OeBmujtI3F8gbIAVsD/gJrnWhP9oEqoGIs8DJ6+lAyZ9Uvyik22mMQMEeT09OM01rzUQFDWulnqc+T8tS2lu1xM5K/IG4OMZNJdWOFMu47skAc8D60+gEsmoXSaCrfZ9OJLvkeR8uMdhnrWfZaxeG0jMVtpwGBgC2qWVseHEJBx5suP8AvkVmadKBaRgEj5akDhtRYte3DHGTIxIHA69qp9vwq5fn/TJ8jJ3nn8aqU0BC/eqr9TxVl+9Vn6mgBqZ3cirsXUfWqKE7qvQ9FoAlcGq0nANWGPNVpe9AEHNTocAVArVOnIHNAEy96kHTmowMGng8UAMfkVWlGKvwRpJMA20Dvk7c/jV+XTtNEm0LCxZgBi724yM9xQBzYzn+QrX03VZrGIJFFA/zq+5owXB9m6irUthpkRfEcZ2noLwE8HJxxU0Wn6eYyVtV3ckYvgSB9MVKAuWvjjVLVWAjtpcwG3wydEbgiq+qeLNS1bT5LK58kxPIsh2rjDquARUD2VpHG/7oMY0JJFypBPbHHNQB9K2sDbXJ4GD5o4PfPFUBnk5pkR2zoRjg9xmp7gwGYm3RxFgYEhBbPfmq64EyZOTmk9gL4mI42J9TGKtW128bDCQZ7ZhU1TByemR6VLEcdsUkB0kWr3otWKJZjHraRn+Yq5quuX0E9uIxbc2EchzaRsc45xx0rJiOLVwehHX8Ksa9+7mtQP8AoGxUwN221O/mhQme3UlcgC0jxmprXU9Tl3AXUAI4JFtGOazbaUC2TOBlQee5q9bRKFJHB68dCaEB19sEMBfGCg4xzml+y77e4DPjc6kHH+yar2yeVCoNzaYAyf8ASUGTVzCS2Zja5twdy8iZeODx1qwOZ0zaLRQTwJ2BBGc1pQ3qGN900ZkDEMFI4HQHFZ0FnKsSj7TaAhmzi5jHHuc1Qn0gtdC4WaxWUkBiLtOcCpuSSzssuoxMCSfNXGf94VT1e1M/iBMEgb5Sfpuq5HZyfbLfzbq0IR1zi6jJxnr1plzYyN4gaZr2yEW6QAG5QMOemM0DR1/wnCjxHdY6fZxXrV7/AKpvpivM/hnZpb69cslzBLmDpHKrkc9TivTL0/uiKXUZjwL+9Ykd6ZetxgVPCuCxqnevmTGasB9kPmFbkPQAGsSxU5FbkQwFxQBYXqKqahxbOfarY5NUtS4gf6VC3A4ucZmY1d0c4mxVOX/WOataQcT4qwOpRiAKsx9KrJ0FWYzkVL2AkrI1c4hNa9Y+r/6s0oAc7/GPrXU6d/x6rj0rlifmFdRpZzbrVMC5mkJoIyaDzQBHL/qj9K8a+MZz4XuB/wBNEr2Sf/Uv6ivHfi6N/hy46cMv/oVAHz+q9uKsWy4lUg8g0ggyMGSEfWSrFlpxMgP260jGeskuKQG/pSs+raeCek8R/wDHxUTMsut3QZel7IQR1rT0zTYxqVk39q6dlZ0O0Skk/MOBxyaR9Pgj1O4c6zpgJunfBkbIyT8p460yUTxQkzL0WIj5SeSfau50CCDzEHPzDr+BzXHiKwAVjq1kXz13vgD0AxXVaQ8MgQLf20jKBn5mQY5yckYpMaOhRA12kpJ2jcMf8BIrBnhSDW5UD5DQZ3HsPTFbttIiyNm5tCTkACYHsaxLu1/01yt1abWhA5uFzmgZIl2kUkSzTJGu3pIQpLevuar6nOkygAg8ZJBz+XoKrXum/aYyks+nsBg5a6XIOKgWwlihKi9sQMY/4+l4FUA+UKfDigHjzJcD8BWdbW4gsrcHklAc/wBK07mzc6DDCl5ZB98mSblcdB0NNttPjNpCH1Cy3hAGxcqagDzC+P8Apkv++f51WJ9qtagAL24AIIEhwQcg8mqjdKYEJOSarScEk1ZNVJCCTQAJzV6HoKoJ1q/ByBQgJGwTmq0pwCKsEdTVWc0MCEDmp1GBVdetTqTQgJwT0qQdOaiU8g1KDk0ANYepzVSUcY4wO2KuMKqS55FDArEjP0PHFTwnmoCOMmpoTz0pW1AtjHfnvyKXGeSaanQ8U6mAxh15qNcmZPY08jrTUz5yAdz1ND2AvgfzpyJk8GnCPk5kjH1NSw2W6QH7Tbxg9y5x/KkBoRZMODzkf0q/r2VvbdQAQNNjzxn+Gkg0+A24Datp68dTI1aGr2FvJeQk6vYxn7DEmCXyfl69OlADIoybdTEuNiguTW9p8UYt2wxkIGRgcVlRR2AVRLq1nJheAN+D7nitKyntI7dh/alsVxxtD4zQgKwsbXag8lDkdMdK37bTrVdNYGBCDIhPHB+U81jR48oADkrnHQit+xYnTWDnAEi8/gask5i202z3yl4FIDso4/Kl/sWxmO37OMqo5wOe9aNoqNe3SHBG/PFXZIYImRhlXMeDg+/WgRzUGjQG9iPkoNki4OASeaoanFAviAExKCZ3DEjg88V1cVmxu0YuQN6k4zyM9M981z2qwOddtyw4e4Yjjtk1LLPSvhlaQ2+sTGGJVzbdRgZ5r0y5/wBWa89+He06vOQCMQCvQbr/AFZoAzhwGrKuWLTfjWnKSFbHpWU4JmPoKoC/ZCtuLgDFY9oAB+Na8RyFpMCwvWqWpf6hvpV5AKoakcQPUrcDjJfvtVnSmxPVeQjc/wBam004uB9asDrIjkDNWY+vWqkR+UVbjqWBLWLrB/dmtrtWHrLfumqYAc9n95XVaXxbr9K5MHMldXpgItV+laAXhgg0vGMDik7YpoNICG4DbWFeRfFtMeGbv/gP/oVewyjINeQ/F7/kXL0ey/8AoVAHz8McEY9hU0S4YZ6Gq5BHI9OKmgcmTr6UgOq0Yj+0dPxjIuI//QhVSRvKvbyYKGxqJwCflPJq3oLLHqdnvBINxGBx/tCqt+zE3jKmV+3HJH+8cAUEmoJ23Am3hA9BzW/pk32qCTepZCRw3brg1yiAQXYVScNyM9j6V1uhDNpcsQRgqB7nJpgje0ixthJuEScB+QOR8prOv9OtTqCKIU2NEeMcZrW0ct9odTnBDH/x01Xv9gvbfGCcEZHXpSKM+XTrF8/6MuCAMYHHvVefR7aIgLboVbjkCuhazha3k3Bh90gg9DVe4TzSCrHAxjuR7Yp2Axb6ygg0G3iaIEeZIRwMA4H6UzQbaCe0UtChYLjAAzWnqcDjSIIh85BkZiecDIxVbw4iDSstwzE/jzUrcDzLUMfb7gAY/eHj05qoTnNXdQGNQuQcYEh/mapNgVYELd8VXfOWqw3WqzHJNSAik5xirsOcDmqaAZq9D0oQD2OARVSXoatPVWXkGgCFeoFTL3qBDzz+FTA9aEwJlOcVKOpxUS8VKh5NACGq0vUg1ZbviqsnGSaAKxHJp8HWmPyadAaQF5W4pSaROeaU8CmgGnmo14mTn+KnNTEIEqf7wpMDUIGTmnopBzx9BUZHHenRsSwNJAbVq48lgODjir+sqTq8AP8A0DU6f7lZtpgDJJxitjV3B1NNiguNOjx/3x3pgRWl072UBFvGMKOc89MVoQXjGNolzHgemBmsC2wLKCYEg7cMMe9bVtvkG0DnHBPNCAtCcLGQWx8uCSc1vadLu0xsOCvmj/0E1za6vqsgfbpmm8Dp5FaNrrGpLpcrG009ZBOqgCH5funJPPWqIGaYynUrgFgCXPU9q1HniWVJpcFVTnJwOtc1Fr+oRXcoistLJU5JEOTn0zmpV8S6rcfufsOmDjJzDRcDrbC6iuJIWQKCX4yc4+lYOtSxC8twqgMrtz3NLY6xqv2y3Q2unqC4yRDgiqep6xfLdqDa6cW8xgpMB4FFykej/DeTfqc5LDiGvQrpgVPNeW/CvUrq7165huIbaPFtx5UezvXpV2+KEMpTH5WyazV/1pqxO5J4NVosljTA1rX7la0Q4ArKtBwK1oelSwJ06Vn6nzC30q+M4OKzdTJEL/SpQHIv95/rUmnHEy49ajJzuz606wOJh9a0A62H7oq5Eck1RgPyirsPNS9gJegrD1k/uyK3CeKwNZP7s1MUBzyH94PrXX6cM2qj2rjgcMPrXX6Yc2qn2q2BdI4o2cdaXNJQAx+nA7V5H8XgR4fvf9wV6yz8nPavLfiyGOg3pX/nnQB84FzjNPiuD5gGBg8VKJpgMgr/AN8CrEGo3MQBV1BB/wCeaGkBueHkWTVrDBBb7Qhzk5+8KZfs6w3kYYY+2kkDrnca0vD2rahPqljF9uwjzAMBHGMjPIzimXOuaqguyt+/yTlFAjjwBu6njmgBkKPdSoBnI5zg8V12kJ5On3hH3RsxnnnJ5rJstSv5YSTq84mDDhVTke3y9a2LG9uRaXrzzHUEVkH2eUhVIyRuBAyDmmI1dElJu3GRnZISP+Amqep5/tK2JxgKenY4puj6mh1DYuiJCfLkJfznP8JqreazH5kUr6FC2RhR9ocYpDN6Q7bYhmzlQcZ61LBPbg+SvJC5bnrWF/wlKRHa2hxnGB/rmwaItZUSO66BCjnn/XPk0XA6C+ES2UZZAUKOFA6dRzWJpEgWFRHgdcVaudXLaXbNJpUBR1cbDMw2jI71kW2tRLGpTRo14wCJn4HNJAeeagM31ycgjzW5Hfk1nueSDV69bddzsBgF2OAenNZ7nmrAaTxVVzzVs4xVRjknHHNSA5fWrsVUU5NXoTgCgBz9M1VkPBFW3PGKpykjNAECHmp1quvWp1OaSAmFSL3qEdQKmQnmmAp6VWlJBNWT05qtKMk0AVX5ziiMYkBoYYJoRvmpAXlPGad1qNPuVJ6UwGnioh/rVPowqV+hqIf6xTweRweh5pPYDSLEjOaBOQfugj1qUOQTmKMD0wT/AFqWK4UEk21sQOmYyf60kBatcMh5PTpnA/LvXQakWg1RcAEnT4xgntsrOs9VlEQKWmnDHTdb5Nbup6lcxausPl2B/wBGjdma2Bb7n3evSmBgWL7tPVC4ICkdfety0heGLPJJX6YFR6Vqd1eBP3enRAqSmLReTnp1rT+26n8uJbEHHUWqjBoQFM/aY5FeAhoWVTgEc/UVenTytBmZuCbjK+52muegN0JTsyMKST7CtuG6kuNFZWYHFwqoTxztPFaMlHPaSmNQlMpwGBLDPSrkIAvQFIxyRkZzT4IbaLU3JdZDjDA9QcdPrV63gAnAIC7SSMHK9OfxpDJ7Vgl3Fkl2aRPvnod3b2xWbqzFruOUt8gmI4Pua2IIEnu4g7kkSKSSNv8AFniuZ1CW5GreVPH+7EpKkH5duT1FT1Gej/CvA8V3uw/L9mr1C9wSa8y+FwA8VXeBx9k/rXp131xTEjIlUjOagi4Y1ZuOTVdOW4pjNS0HyitaE4FZlqOEGK1YhxUsCUHArM1U4t3+laXSsrVzm3f6VKA5QHlvrT7QgTrn1qJf46fbHFwlaAdZbkFRj0q/B3rPtj+7H0q9B3FS9gJj0aud1k4Bz610R6Gub1w8UR2AwQMyACuw0xDHaID6Vx8R/er9a7Wzx9nT/dFNgSkt1HNNw+DT88cZNB3Y9zQBBKjHv25rzL4qI3/CLai3pEa9OYNuyTgYrz34ox58Gan/ANcTTA+YhOoIG7in715OMj1FVhGCQOw6mraIhAznFSBveGnzrmm4Ix56/wDoVLPKhs78GT94bliFI5I39ak8MRIutaYQAP8ASFxTpYMaTey4581sZHP3+1AGzYKo2MGxgZ5659a29MlaPT751TL7k/hzxk9qwbYrEwO3kDgnvW3ZTtHp16Q3I2Ee/JFDEjX0o+feeaUKgwSZyP8AZNcpfs51BQjHZGcZz2rpdH1B2nkidB88T/UfIayLqzZzHKBtUN0HU0DHX0QUKd2TgEg8c1diLGNRkAAAkdd3qCe3FMlt0BGQSCMEnkA4q2sAEKqQqgqDyec0AOu3B0y3VQeTKAT9RWHbLmxzv+cEitLVXbTNNtCVLAtKcgZCDcMVmWOyXT3lJJJbI7fpS6gcNe8TSjPO88fiazycmrt8cXUv++386pgZNMBr8D8Kqk5Jq3JVQ43ECgB0YINXYhx9KpoOc1ciNADnOapy81cfrVOYcfjQBCgxxUqVEpwalRsGkgJgealQ8HFQAVPF9KYDm5FVpastVeQZzQBVc5JFRry+PSnkcmmqMNmkBfiIK1J2qCInb2qUHtTAa4yKiU4cexFTMRUP8dIDUEqgfXrTty5HvVPZxjnmrccYEfX6igC3btmNjyQK6a9bzPEGGdQRZxAZ/wBwVzNtAoVsMd3XiumvrZbjX2BQEC2g4/4AKAKmkxbrMngkMRjHHX+dboCmeNXGAAOc88CsXTAfsgIbB3nAH1rYDgHJXgDBJHNCAnFjZxXSrDqNtgrgghyT+mKs28cF3b31qsUzW+nnz57zySYlXZkEgHcBw3zFQvyNzxXif9q6jnP2+6yBjPnN/jUv9u6x5DQf2rfeSx3NH9ofaTgjJGfc/mapsSR6jotiur65I1vqFoYftEdpGzRyjzpJI2dNpAxzscc4A2klhkA3LQedb6nei/sSLW7W2U+RNkq0e9W2gEtgB+BgkrjjINeS2HiPXNLMh0/WdRtDJjebe6ePdjOM4IzjJ/M1Aur6kiSIuo3arK4kkUTMA7AEBjzyQCQD70rjPY7+O6sLZLixms9UvpJpYYY7NZHDyxcsOOT1QfLkbpFUMfvBt54evZvGVroltPayS70eeYEmOMSKWUFwMdSg69ZEA3buPIZ9c1a5uLW4n1S9lntNotpZLh2aHacrsJOVwQMY6UyLVtSguPtEOoXcc+yNPMSZg22MqYxkHOFMaEDtsXHQUgPfvBVzNpT6vqEGo2V3LEkNuQlvOjQtJIFyVPEhCsGWNG3OcqMEivQru51Z7ayEN1oxuGllhkcyPsnkjLZjQDlGIRy3LmMqRtkwSPkKDXNXtUdbfVb6FXdZGEdw6hnVt6scHkhjuB7HnrVt/F/iaSdJpPEertKiGNHa9kLKpIJUHdwCVU4/2R6UCPri7BV9uQeAcjuDyKrxHLgA18oN4x8UO25vEmsFj3N9Ln/0Kmjxf4mHTxFq4/7fZP8A4qncZ9lW45X6VqRdBXxKPGvisdPE2sj/ALf5f/iqcPHPi4dPFWt/+DCX/wCKobA+3Kx9YwIHr47/AOE68X/9DVrn/gwl/wDiqY/jXxVIMSeJtZYejX8p/wDZqUdAPpxOjfWlQ4kB96+Xf+Er8Rf9B/VP/AyT/Gj/AISvxF/0H9U/8DJP8aq4H2LZOWhU5rYtvuk+tfEy+MvFCDC+JNYUe19KP/ZqkHjnxcBgeKdbH/cQl/8AiqXQD7Zfoa5rXTgV8l/8Jz4uP/M1a5/4MJf/AIqvpbTrma58D6BcXEzyzS6fbvJJIxZnYxqSSTyST3oQBG2JFJ9a7Kxn3wLjkYH4VxKnFdDpU7CNRmqA3wxJOAaec4pkJyKkahAQMT82a4b4loD4J1P/AK4tXdMMg5ri/iMM+B9WHpbtQB8pqbbj97IB/uirMP2Mnme4564jHH61nDgZI5xmnwPhiCcZIqQO08PNpg1awCS3xkE4KDy0Clvc5zirCT6MdLuYd2ptGzEs3lxhgd3bmsbw0uPEVhgjaZhT7QltNlBUEgk59PmNAHRq2m7gBFqpwM8+WBWvprwzxXNvZW12JdyHEpQ7uScKB3xzzWMgVo1BVR2yP51LpzFre9ERO4unIPP3jTJW519lpM4uJp3tnjLROFz1yRisrUdF1EC3C2s8mzhWOP05qxpEE7LOWmYYjbAJPXbWTqcc6wqWncgD5Tk/nSKN7+yb0QrELSbJ54AIHHTrU8+l33krttnOCMnABrj0e5EQxdMuTg5Y9fzq1JBcR7D9okHIGAT+tCA6LUdOvns7eL7M7ZMhIBXrkYzzWZZ6VfrbMr2Th93zYAINNvUkXS7VFmckeZkg8n5hWdpEYMT73fOeAWbp270uoHD6mNuoXIIwRIQR6HNUl5q3qHF9cDOf3jfzqsBjmmBFLwKqvVqU5OBVU5z1xQA+I84NW488VVQc1ajIoAc1VJzirj81TmAJoYESgHB59KcnBI680wHHHvUiUgJlIqWM4qEZFSx9qYD2NQSmpz/FULYORQBUYcnmoV6j61M2ckVFkA9KlAXIWOMGpx15FVoWGMVZBqgAioHHzL7nv9anqKTHU+vTFCA0xCT0ePP+/U0UDk482ADHeQVQCjPGOKehXJBUYPqKQHQ2lgxiYG/06Mkcbp8V0z28Y1qaWbUNPCGCIBTMdw+QDkY/KuCQAA4UYI5OBiukvdg8RXQIAxHEM46fIKALdtZRQWpU6vpvLkgiRjjn/dq6kdpGFL6tZcnkb3OT/wB81mafFEbTJXkOSOO2etTSDEig4IHOMAk00B5NRRRSAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6u0bnwH4d/7Bdt/6KWiimgHZwa2dMYlVNFFUB0ds2VFWTRRQBE/AauM8ejd4N1f/r2eiigD5LDDHzDOcGmrnzCM0UUAdH4W58Qaf/12FNgmc6dLhv4T/wChUUVIGyt+v2ZZxnO3+mKn8LXUs93cK68ZXHPfk0UU3sSjvrWRI2nJXGIX9+cVh6jtcJgnDjP04oopFFGO2E2FyAqMr4Izu+tXppERkLZOCKKKYF7UoCumQHOchiMcYGRWNpoykv8AeBGDRRUgcJf/APIQuc9pG/nVUkLwKKKYEDjgmq3UsaKKQEkZq3EKKKaAe9VZeCaKKAKxABzUiUUUgJgTU0ZBNFFMBzDk1XbqaKKAK74DHHU1XYdTRRSAsw1aU8UUUwFqNzgD60UUIC4AMHjtQRhgM0UUgLUTkLg9CMV0V/KE8RXfHzYiGf8AtmKKKAJdOkL22z+Pew9utV77UEExIBYgAelFFAH/2Q==", "path": "001768.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001769
Men Tshirts
{ "bytes": 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", "path": "001769.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001770
Men Tshirts
{ "bytes": 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", "path": "001770.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001771
Men Tshirts
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", "path": "001771.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001772
Men Tshirts
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", "path": "001772.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001773
Men Tshirts
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", "path": "001773.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001774
Men Tshirts
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", "path": "001774.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001775
Men Tshirts
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", "path": "001775.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001776
Men Tshirts
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", "path": "001776.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001777
Men Tshirts
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", "path": "001777.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001778
Men Tshirts
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", "path": "001778.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001779
Men Tshirts
{ "bytes": 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", "path": "001779.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001780
Men Tshirts
{ "bytes": 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", "path": "001780.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001781
Men Tshirts
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f+nyTj8a9C8FWb2WjwtKNrSDdj0FcFrkcmp+OrmV02i8uzIBnPyk8fpXpmoxXkUUcViUjIGNzdBXPUd9jppprc6KI1aBOK8+/tPX9NwQba8XuqyYb8jW5oviSbUZFims5IJD6nINRaxsjpGPFU5zkVT1vXoNHjRrgOxboqLkmubXxddX+4Wel3BXszDH86VhkXjn/AJAsnGQCM4qp8ElaPxXfLtODZnJPb51qe6nudU0u/gvLXypFhLDnINV/gyx/4TG4OeGsmHXvuStqRz1T3miiitjnCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooASvOPHGiLeTXI2gvchQpPbj/61ej1geJLMzQxzgE7ODjt6Gs6iujWjK0rdzktBslsdHtrTA+RcHHr3qvqXh6K+Mm+MSK4xgnp9K0bd8cVoRSDHSue9mdSV9Dlbfw3DZW8UcUPlLGDzuJLE9zW3csf7KMfqu2pryXLKg7mq92rLAPShu7uWl0OVvPDjXKKYJ7iBg+S0T43D0rS03TJoHYO8jQ4GBIckfjW9aKBCCe4ondQDjFDlpYlx1ucHq+iPqPjHeARGlursffpXtejW7WujWcEhJeOFVJPXpXK6FZJfagWeMMg5Y+w7fnXc10U11OarJWURaKKK0MBKzPEEUs2gX8cP+saB9v5VqU1gGBBGQeDSaurDi7O54X4Q0ltP13U0ZcIY02/Q81tanpU80mI5po4dpGITg59a1bm2Nhq9zEUAXcdp9RVyFlPXmuRtpncknscfbeHZILceZPPLMGJMkjZ47CumuT5mkiI91AqxekCPAxzVadSLYccUN31NFHSxzl14Vg1CLaY3+9uDK5B+laGm6CLKRmwUjwAI8kjj61s2JzDnvT5pRg0OWlieXW5xni3Rjqlxp+xSQkuHx12/5Fd94K0yOwmu2hXbGVRPqawUzLeAKM49s16FpdqbSxjRwBIfmfHqa0pq79DGpLli13L1FFFdByGX4gilm8PahHD/AKxoHC/lXjvhDSW0/XNTRlwhjTb9DzXubAMpBGQRgivOrm2Njq9zEUAG47T3IrGqne50UWmmjL1PSp5pMRzTRxbcYiODn1qhbeHpIbdfMnnlmDEmSRsnHYV2ELKevNMvSBHgd6xvpY6VHqQXR8zSREe4Arm7rwrBqEW0xv8Ae3Blcg/SujnQrbDjip7E/uc96E7MpxurGLp2giykZsFEIAEeSQMfWsjxbox1S50/apIjlw+Ou3r/AErs5pRisxAZb0BRkj2zQnrchroze8E6ZHYSXjQrtjIRPqRXY96paXbG0sUjcASH5nx6mrtdUVZWOKrLmm2LRRRVECVWv4ftFjcQ/wB+Nl/SrVBoeoJ2dzxi58PI/iOzugoCW5Ab3OMiunmgW4gZe54zUurWhs76QkEBmyD6jtTYJBxXI1bQ7k7u5zc/hG1muoppLUO0RyDuI3fX1rRsNP8AsN4HA25JJUHjmt/zBsNZ6nzrhiOg6Um7otRszO1y2F9MqNk4GBWAPDk0V3LMlzebGH7uPzOEJ/nXUOD9tCnir/yquDimpWHKNzDWzdNMkSY7pGiZSfXis34Y6BNb6lZ3rEqW3uR/s4wM/nXQ3TgjA78V1XhuxSCyE/lhWYYX/dqqabMJtRTZu0UUV0nIFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUx0WRCjqGUjBB70+igDz/AFKGK11WeCIFUVuBnpxmkMpWIkdar+JpTBr1xJ/DuAP5Co4blJIsg9RXLPc7IN2KV6Zb/hJNu0/K0bcg1WkOpTxFXuXVVP8ACmCfqa0riwgmPm7Bux1HFU0s1lO0POMf7ZqDoVrbmhZ326NYypB6c0+Yl3CLySQKrRwRWh+UHd1JJJq9oAW98QW8XUJmRvw5H64pwV2YzlZHbaXpsem2oiU7nPLvjGTV+iiutKxwt3CiiimAUUUUAc/4i0n7XELqIgSwqSwP8S/41zFtISOteiSAGNgeRg15XaXY8xo2OGU4+tc9ZJanTQk/uF1OWa6QwR5U/wB4Hke9UfK1CdfImuZNijqo2lvqa07i1gvOWUFh0PeqbWUaS7CshHsxx/OsUdcWmtWWbK8a2jEBB+UdSeT71cnf5R7iqyWcFsm8Rjd645qveXgRSetG5EmdX4S06KRZb6QFmWTanoMDr+tddXPeDQy+H4y3V5Hb9a6CuuCSicM23LUWiiirICue8RaSbqIXURAlhUlgf4l/xroajlwYnB5G00mk1ZlRk4u6PPLaQletUNUlmukMCZU9dwPI96S0ux5jRscOpxU1xawXnLKCw6HvXEzvi3sZnlahOvkT3MmxR1UbS31NaNneNbxiAg/KOpPJqo1lGkuwrIR7Ocfzq4lpBbJvEY3euOaHoXK3Rlqd/l+ora8JadFIkt9ICziTanoMDr+tcpd3mxSetdx4NVl8PxluryO361rSV2c1aTsdDRRRXScgUUUUAFFFFAGXrtrDPpkzyJlo0LIR1Bri4Hwcg13OsnGjXf8A1yavNILoQztE/wCH0rGqb0noal3dNAuQVAPdj3rEkS7ima5hlYF+qdVrYJjmGxsEEdDzWfPp8MHzIrLz/AxFYHXF33ZDC91BeLcXEzy5H3duAPwrZS6E0ZOMY9azI9OjkG5mlKejOcVMZY4Y8Dhe9HUJO2xraNYDU9QIkYiKIb2x356V3aoEUKoAUDAA7Vzfg2MHTZbrvLIQPov+TXS11QVkcFSV2LRRRVkBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJXA6x8V9E0i7eAwXNwqEhpIgu0kdcZPNavjbXo9G0KaJJQLy5UpEo6gdC34D9a8WtdKttU1GP7Scxwgt5f9/0B9q66NBOlKrUWiM3JuajE9HuriLXInv40dY7kCRFcfMARxmuaN5JYSeXLnbnhq6uzTECLgcDFUdT0uO4U/L1ryW9bnoJaWIbLUklUDdxVv7VCoLIRkcVysmlXVqxNu5x6dajEOpvIF3kL34paF6mpe6tmXYilmJxgV1XgW3YahNLJy/lflkiue0vRhCPOk+aQ/wAR5qO/8QXXhzUbKW2f7zN5kZ6SKMZBrajB1JqMTGq7QbZ7JRVaxvItQsYLuA5imQOp9iKs1s1bRnMFFFFACUE4GaKwvFepJpnhy8mMgR2jZI+eS5GABUyaim2XTg6k1Bbs4rxP8Vzp1y1vp1pHMoYp5srHDdiQB2/GsvUoZItt1CPmHUeorjbm0gvHgMmcJIrcHr7V6bHElzbYPIIrz4VZVdWz3MdhIYVxjBad+5z9jraGTBYhuhBrbW8hIBJBJrndT0E+bvjYo2cgiqf2HVT8qyHHY1fMcXL2Z0Gp6sIY+ox9az7BZ7+QTTAiJTwPWix0CR5Fe7kMje9dJ9lSC3CqMADoKaZLSOp8L3lo+mpZpPG08eTJGGG5cnIyK6AdK+fLm8u7DxbNeQSFPK8toyPXHP4cYr3y0uBc2kMwHEiBx+IzW9Grz3j2IxeEdGMal9JfmWaKKK3OIYSB2ry/xN8WDp1w1vp1nHMu7Z5srHDc4JAHb8a7XxZqKaZ4cvJjIEdoykfPJcjAArwS4tILx4DJnCSK3B689K48TXcJKKZ7OWYGNanOpNXtsjstThkiK3UI5HUeoqOx1tGkwWIboQa30iS5tsHkEVzGp6CfNLxMUbOQRUXsc9uh0S3kBAJIJNUdT1YQx9Rj61z/ANh1U/Kspx2NaFhoEjyK93IZG96OYOXuwsFnv5BNMMRKeB616d4XvLV9NS0jnja4iyXjDDcuTkZFcqbVILcKowAOgrhbi9u7DxbPewSFPK8toyPXHP4cYxTVX2fvMujhfrMnBOztofQlLVe1mFzawzAcSIrgfUZqxXceY1bQKKKKBCVn6vrFpounve3jlY1IACjLMT0AHrWhXj3xG8QRanqUdlay77e1DbiDw0nQ/XHT863w1D21RR6dSJz5Vc2F+J2l65NJo8FndpPOrKrNtKjHJzg8Vm6rasAJouHHesPwlpFtay/bV+e4nySx/hXP3RXbvCssWCM1y4rlVVqCsloddGLUNepydtq4DhHyrjjBrbivYnj3O2QKytS0NJWJXIPbFZTWuowfKrkqOnFc10bK51FzfpDCQuCtYqXcl/MY41IQHlqq22n312wS4kO3uBxXRxWCWdsFQAYHNCYPU77w3EIvD9ooGMqT+ZNa1eZ+CPFksmvXGiXL7ojI62xP8BXqv0Neliu2UHCyfVXOG92x1FFFIAooooAKKKKACiiigAooooAKKKKACiiigBKKpalqtlpVqbi9nSKMdMnlvYDvXn2tfFLKtFpNuVJ486Yc/gv+NbUsPUq/AiZTUdz0O+1Kz02Dz7y5jhj9XbGfp61xOtfE+1tw0elw+e//AD1lyqj8Op/SvMr/AFS81Gdpru4kmlP8Ttn8vSqRYmvVo5bCOtR3/IwlWb2Lmr61eavdve3cpklYY9AAOwHYVDp12ILqOfPAOG+lVsZBB7HFVVZreUg8oeorvlSi4cltHoZRbTv1PY9PlWWBXUgqRkEVdkiDp0rz/wANa79icWty2IG+45P3D6H2r0GGQSRgg5r5TFYWVCfK9uh69Kqqkboz2gAY1F9mDSAAd60ZVXPNNRQDkVy2NSN1WOPFef8Aip/N1GAf881Y/ngV2GrapbWSHzZQGxwg5J/CvOdU1IXVy0mMZ4VfavUy7CzlUVRrRHLiaqUeXqz134c61DPokemSSKs9ucIpbl1OTx9P8K7qvl17mRWXaxDD5sg4IrvvDfxSvbOBLbVYTeInAlBxJj37MfyrrxWAlzOdPW/Q5KdTSzPY88dKQkKCSQAOSTXHX/xF0qGySW0SW5mkXIjI2bP94np+Ga8/1vxbqmtFkuJzFAf+WMXyr+Pc/jXhVsTCnpuz28HlOIxFpNcse7/yPRdb8faXpgaK2cXdwONsZ+QH3b/DNeX6/wCJNQ1+UG7kGxMlIkGFXPp6/U1mZz06UxuGB7dK86riZ1NHsfUYPKqGF1SvLu/60K8UoDFGOK7Xwtq4c/Yp2+cDKE9x6VyK6dJfzpFbIWlc8D/GvQNL0W30TT/3jCSYj55D1P8AgKMPGTldbGeaVKSp+znq3t5eZqXFssq5xzVZIQnFVLHW4JuIplkTPQNnArWZV3V2nzDi46Mjgiy+e1M1OdLa1d3IVVGSatIQqk9q4XxNrIvZjBC+YIzyR/G3+AqKk1CNzoweFliKtlt1MO7uftFy7ngyN09BXtPhbxNpuo2FtaidI7uOMI0LHBOBj5c9enavC94L8nj1q4IpiyuSUxyDnB+orlo13Tbfc+gxuXQxNNU725dj6PZggJJAA5JNcnrfj/S9MDRWzi7uBxtjPyA+7f4Zry+61/VLqzWzudQnkgXjaz9fqep/GszOenSuipjm9II87C8PpO9eV/JGnr/iLUNelBu5BsTJWJBhVz6f4msKKUBijHFTtwwPbpSLp0moTpFbJmVzx/ia4W5Td3qz6CFKlQhaKskdd4W1cOfsU7fOBlCe49K6a4tllXOKy9M0a30PT/3jCSYj55D1P+Aosdbgm4imSRM9A2cCvQgnGKUj5LFuFSq50loW0hCZGKngiy+e1SMqhqehCqT0FXY5Crqc6W1q7uQqqMk15nd3H2i5dzwZG6egrb8S6yL6YwQvmCM8kfxt/gK5neC2SePWuKvU5nZbH02W4J0oc8/if4I918LeJtN1KwtrVJkjvI4wrQMcHgY4z1HHaunzmvmgysHUhiGHIIP6iut0P4harpe2K5b7bAP4ZD84Hs3+Oa6qWNW0zy8Zkc7udB38n/me1Vi6t4r0fRiUurtTMP8AllH8zfiB0/GvM9c8f6pqitHak2lseqxH5yPduv5VxrSsxJJJr6DCYONaPO5XXkfNV1Uoy5Jxafmd3r3xKvb1Ht7CIWsL/KXJzIQffoK8/ec+YA2cGlcnBPpUc8e9DjqO9ezSowpK0FY5JSbd2dV4VvFSY2zkAnlM9/Wu9iwyivGLO4kR1IYrLGcqw4r0vw/rseowqjkJcqPnT19x7V4eZYNxk6sNnud+GrXXIzYuIA2TiqjQDbyK1Gwy1WZVzXj2O0rW1sAS2Kj1BwkLY9KvEiOMk4AHeuR17XrdY3ihkEkh4yvRfxrajQnVlywRE5qCuznNMu2stejv15ZLkzYz1wc/rivoKwv7bU7SO5tZUkjdQflYHGR0Poa+avtAaUhe3U1Z0rX9Q0a+F5Y3DRvnkdVcejDuK+gr4L2kIqL1irHlxqWk2+p9MUV55onxUsbwpHqkP2Rm485Tujz791/Wu9t7mC7hWa3mjljbo8bBgfxFeRUozpu01Y6FJPYnooorMYUUUUAFFFFABRRRQAUUUUAJXLeJfGFtoySW1sVmvhxsz8see7f4Vb8U+IofDumNMSGuZAVhjPc+p9hXhlxezXUs00sheSVyzsTySa78FhPavmnt+ZlUqcuiLWp6td6ndNPdTvNKe7Hp7AdhWW2etPUjqaUjNe7GKgrI5iEU4CnbcUYFMCPADZz14pJIhInvT2XIx0PY0gMvZEH1NNMQ2LcF2kZArS0zxHfabOotpi8Ib5435THcD0P0rLaBpARJISvdV4H4+tBCxLjbwPTtUTpxqLlmroqLcXdHrWkapDrVl9pjQphipUnOCK4Dxb4xuZ5bjTrEtBCj7POjYh2I689hRoetDT7PUFUlfMi3qD6jj+orkComcuc8k9f515VDAQhWndaLY65124Lv1G2WrTOJYLpi0yciTu6+/vViAF2MsnAHIqH7Fi4WZVyQNrD1FXtvmLhB8v06+1enBcqtLocr1egtvAbmZiWCgck4zitWKKC2X92mW/vNyf8A61QCIQRCMfePLH39KfFJk7W4NfHZnmdSrVlTpy91fifdZPlNKlSjUqxvJ669B5lBOc5BpjtxTX4l29nGfxFM3FgFrxT6BIkiPy/jSyY8skntSquFqxY2ovdRgtz91my/0HJppXdkTVmqcHOWyO38O6aljYRybf8ASJlDOx7Z7fSr17Zm4X94WZe4Bq3bIFUH8AKt7eK9SMUlZHxNWtKpNzluzkhotlDcyzwRvHJIPnK8Akeop1t4ptXlmhvbeaxlijMgE4++B12nua2ryJxl48e+a43xbZyT2kczshWFssoGCQcDipneKujbDRhWqKFTr17FHX/G0l0BFYwyC0xiXBw7f/W9qwobiLUuIJNqL9/I5HtipBGoUAKMVI0KQjYigOeXIHU//WrglPm1Z9TSoRoJRp6InjSGAfImW/vHk/8A1qaZQTnPBpkcmTtbg01xiXb2cZ/EVmdCjYc7cUkR+Wo9xYBamVcLQUJJ/qySe1eg+HtNSxsI32j7RMoZ2PbPb6Vw9jai91GC3P3GbL/QcmvULZAqg49sV14aP2meBnGIatST83+hUvbM3C/vCzL6A1kDRrKC4lngjaOSQfPt4BI9RXW44rOvInALx49wa62jwozfQxbbxTavJNDe281jLFGZAJx98DrtPc1zGv8AjWS7AisoZBaYxLg4dv8A63tV7xbZyT2sUzshELZZQMEg4HFcyI1CABRiuStUknyn0GXYSjUj7ZLXt2ZVa+iu1At2yO4IwR9R2qZISTzQbOIyCQLskHR14NTAyKMEq3vjFcrt0PZjf7QwKdxHYcU/bSqpA5607FIY0EjpkUuQ33gPqOtLijHHWtqVepRlzU3ZmFbDUq0eWpFNEbRlRnqvY1GowMZ6cGpfNMZ9VPUGklTBEkQ3Kw5B4xX2GV5tHEfu6mk/zPiM2yeWF/eU9YfkV3hKyB1qbzjCBIWMZHRgcEH2pD5rDHyL79TUf2cbt7lnbsWOcfT0r2nZ6HhI6vQ/GV1CfJ1AGaEkBHPDr9fWuu1rU4tH0mW+ZQ+wDaufvE9BXkxkQNtKnkYrU8R62b3RdOt924hfnHqR8v8AjXkYrAQdWDirJvX8zspV5KDu/Qwdf8TarqVz9q81kCYxbgnyyPTb/XrUB1D7ZbxvED86jj09qYturZGc+9SWdsLUFCvyclSB09q74UuR2jojmlLm1e5Kq+XDgH5m6mgDtUrISdx6noPSgLzW9iRFyOhrS0zXNR0iTzLG7lgPojcH6joao7aULSlCMlZgeo+GPic8062uuCMKxwtyi4wf9oenuK9OSRJY1eNgyMMhgcgivmDBXkV2Pg3x1c6HKtpdlprFjjZ3jPqv+FeVisAvipfcawqW0Z7lRUNrcw3lrFcwOHilUMjDuDU1eQdAUUUUAFFFFACCmSSpFE0kjBUQFmY9gOpp9cd8RtVOneGmgRsSXbeX/wAB6t/QfjVU4OpNRXUUnZXPMfFOuy69rctyc+UDshU/woOn59fxrAz+8OehH60rMSc00DP1r6inBU4qKONu+rJOsJ9adE++NW9RUcbgxfjSWjfKyejGrEWCOabj0p3frRQIb1opf5UHigYn05pjKCRkU+mMcCmgKFwD5hT0H86iXBlWNBnHWpLuQebherN1PYCp7aFYfckcml1H0HrGQOePYVYt0Hmbm6Jz/hTO9Tr8lv15Y/yrz81xHsMNKS3ei+Z6OU4ZYjFQg9lq/kNJLEnPJobpvHUdRQvWnN1yOvceor4A/SkhJWyImHOHH68UwriYjHemsSAFHQOv5E1PImW3A0DH9q2PCds8+svNj93CmPxJ/wDrVkorOQqjczHAA6k16F4e0oaZYBGwZGO5z6mtsPC8r9jys2xCp0vZ9ZfkbEShevanE569KckZxzRIVRCTgAV6SR8m2Z2o3awW7uxVY0BZmJ4AFeX3+uS6tc7Y3JtlOd2MBj/gK2PGuuLeyf2VatlAczkdPZa5uEBeMD0rjxFT7KPosrwWiqz+RZhADlj91efx7U0ksSc808/JD/vHNMXrXIe4tWDdA46jqKWVsiJhyQ4/Xilbg5HXuPUVCSQAo7Ov5ZpFjiuJjx3qx2pkiZbcDUqKzlVUbmY4AHUmgG+VXZreE7Z59Ykmx8kKY/En/wCtXokShfwrI8PaUNMsAjYMjHc59TW2kZxyK9KjDljY+Kx1dVq7ktug0nPXpWfqN2sFu7sVWNAWZieABWlIyohJwBXm3jXXFvZf7KtWygOZyP0WtKklCN2Z4ajKvUUYmNf65Lq1ztjcm2U53YxvP+AqHpn0qKEBeMD0qxtwD715c5OTuz7OhRjRpqEQFLzSLyPelqTUPwpKdTTQIUmgHNRu2KFbELNQBBJICT9cVYtfuMr9GwPp71UAyFXueatEhTtHpWlKpKnNTjujCvSjVpuE9mKRgkHgig/SnMdwVvUc008Cv0XDVlXpRqLqj8yxVB0K0qb6MhkX5CR2rOODhn6Dn860ZWwjjnkYFZyKLmdlBwinp64rZmCJbZWcFgo5PBNWwhHeljwsYAFOFOwDMU3aKlPU9aafpSGN445oz70E0xn96BCuwAqu0mG4pXaoDndjuaTGeyfCvxEJrVtGuH+dSZICT1HUr/X869Mr5j0rUZtL1C3urdiJIXDr+HavpOxu47+wt7uI5jmjWRfoRmvBx9HknzLZnRSldWLVFFFcJqFFFFACV5F8VL7zdat7QH5beHJH+0xz/ICvWLi4jtreSeVwkUalmY9gOtfPviLU/wC1tburzkLLISoPUL2/TFd+XU+arzdjGs9LGNnnFML4JHr/ADpXHpUcmSuR94V7xzixyA7scE8n6063fDMfVjVBZPLuguflcZH+fzqzA3A/Oi9xs0Q2aWolJNSjmgkKUjtSjrSYoGJTW6HNOpppgUFtxO25sjABGD71YRjvOQAangACAAHp6U0r+8/CmFxKmfiOMf7Oaix71LNxsB7KK+e4hlajCPn+h9Jw1G+IlLsv1QidfenEZ+7kH09PpTBzx19qlUZHP618efcoqOwEiE8HOCPXvVxCGTmqV/xHuA5Qhq6Pw1oxvyl1OP8ARwflU/xn/CqjFydkc+IxEKEHKRq+GtGI23s64Y/6tT2Hr9a7KBRwPSooIdgxipXk8peDzXoU4qKsj4/EV5V6jnIdd3kdpCzyMqqoySTjFea6/wCOnvma00c7geGnx8q/T1qfxvfNeGPTxIdjfNKAeo7D8T/KuZigSJQqIAB6VnWr291Hp5dlqqJVamxFFD5SEklnY5ZieSakQYkUlSeegp7LkgU4L+8+hriufRxiloh82QEHtmmp196fcH5wPYVGOeOtDFDYeRn7uQfT0+lVnYLIhPBzgj171bUZHP61Tv8AhA2OVIakimXUIZea6zw1oxG29nXDEfu1PYev1rK8NaMb4pdzj/RwflU/xn/CvQYIdgxiuqhS+0zwMzx+9Gm/X/ImgUce1Ld3kdpCzyMqqoySTjFNeTylyDzXn3je+a8Menhzsb5pQD1HYfif5V1SmoRuzxsPQlXqKEepX1/xzJfs1po53A8NPj5R9PWucih8pDklnJyzE8k1LFAkShUQAD0pzLkgVwVKrm9T6zC4OGHjaO4xBiRSVJ56CrIyAM+pqNV/efQ1M2Pl+tZHbYbjmlI46U4jNJSAaajY09qjY00JkcpyDSbv9GYUkh4qDfgEUxNk8PMhb04FSE9WNQRHAA7/ANakZgx46CgmWxOhzD9Go96E/wBTj3pPrX3OSXeDjfz/ADPz3O7LGzt5fkiC46KPU9Khig8lRIMkuPmyelWXALLn1qUgFBgEfhXrnkXIIz8g6dKcTSquFzRjigBp5zTTn1pxzTCQDmkMYzde9RsTT2wBn8/wqBjhBkc9qQDSwJ9Kap3OzenApC2AT3p8ZCIe+OKm4DxwwFe+/Di6Nz4MtQTkws8X4A5H6GvAFOTmvc/hSCPCUhPQ3T4/Ja87MF+6+ZpS+I7qiiivFOkKKKjkkWKNnc7VUFiT2AoA5H4i6v8A2d4dNshXzbw+Xz2XqT/IfjXichLHJ/Cui8ZeIP7f1t5omP2aMbIQ3Hy+v4nmudI+lfQ4Kj7Kkr7s5Jy5pXI85Xk4pjcc05vlJHqKjdsD2rsJKF58vzp1Q7xj9afaTCSJWU5BqOZ/m56dKraaPKVkzkB2x7c1k3aZXQ3kYYqdWqnG/FTq1akFoYzSkYqISU7dxTEI3B61GzY6de1Dv2BpgzkMetFxkyEKDy/50uD1OfzpoJwKCTTEPxngAc8CpZ0+c9abbKzHeAMIe/TNOk3Eknafwr5DiDERnUjSj9nf52PtOGsNKNOVWW0tvkRqKm6Cohx1X8q07DSbnUcFFKRHrIwx+Q7188ouTsj6arVhSjzTdkVtO0p9ZvRCQRAvMreg9Pqa9LsrSOGFI40Cog2qB2FVNK0uKxgEUS4XqT3J9TWwoCLXdSp8iPksfjHial1sthTiNazrucRwu7nCqMkntVuSTd9K4/xfqYitFs4z88x556L3/wAK0lJRVzmoUXVqKC6nK3Fwb28muTn942QD2Ham7eKSHFPZgBXmNtu59vSgoRUVsiIfez6U6Abhk9SajkOIS2OWOBU9vE3DrjCHv0oKbsE6fvDxUainybiSTtP4U0cdV/KgUVZEvQVLp2kvrN8ISCIF5lb29Pqas2Gk3Oo4KKUiP/LRh/Id67jStLisYBFEuF6k9yfU1tSpNu72PKzDMY04uFN3l+RbsrSOGFI40Cog2qB0Aq6cRrSKAi1FJJu+ld+x8u9SpeTiOGSRzhVGST2rzC4uDe3k1yR/rGyAew7V1Pi/U/KtFs4z88x+bB6L3/wrlIQMVx4if2T6LJ8PaLrProg28Uwfez6VK7ACoJDiItjljgVzHuEkIBG445OakkwMVABtUc96eRyKB3JaQjigHBxSk8UgIWxULtUkhxVZ25poTGO3vUDknAHUninsahhkEk7N2X5R/WqSMpO7sWkjIGD07+9SfSgHIoHXNIci0oxCvvk1GSc9c1ISPJU/UVXZixwK+9yhr6nC3n+Z+dZxf67O/l+SF3bj3wPSpdxOAC34mok44p+TzzXpHmMeBjikI9P0phPNODA0CGsOOahbH4VK7e9VnP0oGMY8nJ9qjkbn/PFDNwQeuaj96lsYyVto68mnoPlGevpVZX86YuPu9F+lWlAAyfpUJ3GPHy19A/DmAQeC7P8AvOXdvqWP+FfP0QMky56Z5+lfQXw7m87wba+qvIp/76J/rXBmP8JepdL4jq6KKK8U6RKxPFly1n4W1CZThvKKA+m75f61t1keIZFGltCwBExCkHuOpoi1FqT6By82iPnuYDeSPyqMHcDg8+hrt9Y8HLcBptPYI/XymPB+h7Vxd1az2kxhuYmjkXsRgivo8NjKVZe69e3U5qlGdP4iFzx7iqcr8YzU7uwGPvfTrVCaQZ4PNdLdiERPukYhFZj1woycCmWVuVYsf4iWNet/DjwrNF4X1jV7mPab20eG2Uj5tm05b6E4x9K8tgGEX6VyU6qqVJJdC2rItqegH8qm6d6ii5JapOtdiMyZOuSae74FRxjIBpGO58YpgOAzzTn4A9aVRjkCiU8CgQLyoJoPpQP9WKAf0pgdToHh17/T1mklMUTkkYGS3bNaU/gyJYyyXrAj++gIP5Vt6RF9l0e0jb7yxLx74zVxYzI25vwHpXwuKjGpWnJ63bPpsPja1KnGMJWSWxzGl+FVifzbsiVv4VA+Uf410sdsBgKAAKs7ABS5CisowUdERXxFStLmm7sAoQVFI2aHkqPOFyasxILqYQwOxOAO9eValfNqGoy3LH5ScIP9kdP8a7Dxhqf2ex+zof3kx2/Qd/0rgScuqCuTES+yfQ5Rh7J1n6IvRsAmSaaCZG9qbIdqKvrT0XaAD9TXKe8gb5plQdFGTXUaL4efULJZpJTFExO3AyW9/YVzES/K0h6sa9S0qL7LpVrG3VYlGPfGa2oQUm7nl5tiJ0KceR2bZhz+DIljLJesCP76Ag/lRpfhVIn827IlbPyqB8o/xrp1jMjbn/AelT7ABXUqUL3seDLMcRKLg5aFaO2AwAAAKtBQgoyAKieStUcW4SNmql1MIYHYnAHepycLk1yfjDU/s9kLZD+8m+X6Dv8ApUylZXNaNN1ZqC6nH6lfNqGoS3LH5ScIPRR0/wAaI2CpkmqOcyKgq1IdqKvrXmyd3dn2tGCpwUI7IcCXb2pWy8yr2UZNCLtAB+ppYV+VpD1Y0jawScbR3p7D5hTJOZVWpD96lcBCfmIpQaYTiTNB45pgRTk5NVXJIq1OOKpE9qZDYxyear2o2u4J/iJAqy4yuR2qOPZ5rdm7nFUZJe9curyKCeaEA2/eX86QqSeKk0auTK2+JlzyORSKuKkt4wMjqSDSCvsOH6jlQlB9H+Z8PxFSUMRGa6r8iP8AjxxT/wAaZ/y1pzHmvfPng5NJ2pwPFNNMBr56Cq0hqy33c+lVJvvdOgpMCI8nFV704tJFHVhjirK9eTVecZOKxmr6DRDbnAA56Vbzx9KoW+VUAnn3rQj9ewohqimTR/IDzzjFezfCW6eXRr2Aj93FMGU+7Dn+QrxeJS7+1et/CRZRJqJ5EO1Bz3bJrkx6vRbHT+I9SooorwjqCuW8RXHmXqQg8Rrz9T/kV1NcPfyebqM7+rms6rtE1oq8hqDC1Q1WytNQgMd1CkgHQnqPoeoq9vG2qN2rbSUJrlTcXdbnW9dzzvWfDn2Qs9rPlP7knX8D3rf8LfC2/vry2u9bSOLT9okMIfLyeikfwj171qadYDWddtbSRcx798g/2V5P9B+Nes9q9Snjqzp2b/zOGrSgpaIqXMSJps0SqFjELKFUYAG3GAK+WYlwq46YFfVN6wWxuGPQRMf0NfLca/IvHau/LftfI56vQlTgHrS7iBTRwooJyQK9hGBYThB9KanLE+lKTiMfSmoMLTAnXimyGhDmmycsB70CHD7tTWsfm3UUZ6PIq5+pFRfw80+CQxSpKDyjBhj2OaUr8ug0ewqgzjHA4FSjiq8M6yxLKjZV1DA+oPNS7s18NJWlZntx1Q8tUbPxSnpURGTzSGABY5PQVFPMEVmPCqOakeQIhxXMeJtXFhprEHMsh2ovrSbsrmlODnJRXU5DXr43usSNnKRfIPr3rOtvnnZvTios4TLHLHkn1NWrZfLt93c8150nd3PtKFNUqagug/783sKk6ox9eKiThCe5qcD5VArNnQtixboJLiCLoGdV/WvVVQZ6cDpXk8MhjmWUdUYMPwr1aGdZYllQ5VwGB9jzXXhdmfPZ5e8H01/QnHFBambs0HpXWfPiM9RgFjk9BQRk80kkgVDigojuJQisTwqjmvLdevje6xI2cpF8g+veuv8AE+riw01sHMsh2oK86zhMsck8k+prmxEvsnuZRh/edR9NiW2+edm9OKsffm9hTLZfLt93c805OELdzXGz6JEvVGOevFTcYC1GB8qgU9eSSaQyIc3FTD71QxDMpNTjrQBDJ9+lzlaZKcGhCSvSmIWQZU1QYDmtFuhqg3WmiJEXY01bW4z50aM6N/dGSMcU7vWxoMm2cqenUV0UKXtHJdlf8UedjsQ8PCM13/QzYlckDy3J/wB01q2ui6nd42Wciqf4n+UfrXd2ThlFaPBWrWHXVnnzzmpa0YpHESaB9h0y5mmcPMsZIC9F/wAa54HAr0jUIPOtZo8ffjZf0rzYfd96+pyPljSlFdz5jMq1StUU5u5GT89OampyxNPbrXto84X+Cmjr0pTgLTf4KYCmqUxzK3txV4daoPzIxHqamQIYp5qOccE47VKvpW74R0+PU/F+l2sqB4nmy6noVCkkfpWNSXLFy7FRV3Y5OJm7sPyq3HlsAkn2rsJPC1nZ63eWc8WTFKVGCRxnium0zSdOswGt7SJG/vYyfzNeZLNIRWkXc6o4aUupyOjeGbu7xLcRmC36/MPmYew/rXq3gmKO2muIIlCoIxgD61msPkrQ8MyeVrWztJGy/wBf6V5VXGVK81zbdjp9jGEHY7eiiimYCHgV5/I2ZWPvXoBGRg1wN7C1vdSRN1ViKyq7G1HdiKcimuMjpxTUbtU4wRXLY6rkOnXX9k6ibtIVkLJsYHg7c54/Ku20/UbbUofMt3zjhlPDKfcVxkkIYcCoYZLnT7tLi3OGXqD0ceh9q1p1OXRmVSmparc7PxBL5PhzU5f7lrK3/jhr5lHEaj1r6D13WrW78GatJHIFcWcgaNj8y5XH9etfPTHEgX+6K97LdU2edWVnZkuaWPmUmot5AJ/nUkPCc9+1eyYEsjcAUvamHlx7CnE8imgJUH40EZfNIuQtKPvUMQ49BQvelYcA0g6H6UwPQ/Cly9xoUQY5MTtH+A5H866RFyua4bwJepm6smPzEiVPfsf6V3G8AV8hj6fJiJL5/eevh5XpoHIAqAtjJpZpAq5JrB1fW4LGE75Avp6n6VyKLb5Urs382WNR1CO3jd3cKqjLEnpXmWpanLrGoGdsiFOIlPYev1q1qOrS6nFKuNsWRxnJP1rOVcAACubGRnSl7OW572U0YTj7Za9hCu4hR61bcYCxio4I8uWNSoN0hbtXEe+h2BlVHapzwKhTlzUrHtUlAPuE13fhW4efQ4gxyYmMf4DkfzrhCP3ddX4JuVAubRjzkSKPXsf6Vvhnadu55ebU+fDt9mn+h2aLlc0jkAUbwBUM0gVck16Fj5MQtjJrK1HUIreN3dwqoMsT2qHVNYitIyN+D/OuJ1e/kvbd1OQhYcdzWU6ijod+FwVSrrbTuZ2palLq+oGdsiFOIlPYev1quV3EKO9Kq4AAFTQR5csa4ZSu7n1NGmqcFGOxI4wFjFPxyFHamoN0hbtUicuazZuiU8CkH3CaGPagj93QMbCMGpB1NNjXFP8AWgCtKeTRCflNNm60RHApkkrH5T9KpuPnq43KVUmHNAnsQPw1XdJk238Y/v5WqbjOKdalhfWwXr5q/wA69TLFzVnHumvwPDzn/dubs1+Z6JYykDrWpFcbmArNtYcnFXIk2TYoZ4LLsi5XNeaanbfZNRuIMfKHJX6HkV6gq5iNcH4uhCX8Uo/jQqfwP/169bKKnLWcO6/I4cZG8L9jnkGM/WlJ5JpU9KQj5q+mR5op+5TFPHXmnOcKKjU89KYDx1FUyuGPvVsnjiqzjBqZbAiIda7T4XwiTxzbMR/qopG/8dx/WuMr0D4Rxh/FszHqlo7D8WUVx4t2oyLh8SN3x3Z/ZfEaXSDAuIgT/vDg/wBKqWU/y811fj+1WXTbScj5o5to+hH/ANauNtomA4NfMVD1KT0NhJN/FWLKX7JqNvcdkcZ+nQ1n2uQ5Bq7ImYjWOzuavXQ9FHSiqOj3Ju9Kt5T94phvqOD/ACq/XWtThatoJ2rK1bSFv18yMhZwOp6N7GtWihq402ndHn9xbTWspjlQow7GkR8V3N3aQ3sJilXIPQ9x7iuQ1DTJ7CQ7gWj/AIXA4/8ArGsZ07bHRCpfcjDg0FQw5qsHwalWQGsWja5FdWME8bLJGGUjoR1ri9X8EK7+bprFWbkxsePw9K70EGlCKWHFa0a9SjLmg7EzhGatJHi19oeqWSb57KVUB5YDI/SoI2GzqK918tfb8KpvpNizFzZW5Y9zGOa9annEkvfjf0OSWET2Z4wGBlPIxSk5cAfpXs40q0P/AC7Q/hGKb/ZduhzHCgP+6K1/thfyfiT9T8zyJMYo9a9VudD067ObiwjLf3k+U/pWPe+DtOdT9naWFu2TuFbQzWi/iTRLwU1szhCemTSZwrVu3nhiW0gkmku7fagzjkE1gk7k4/OvQpV6dZP2bvY5p0p0/iQtrdTWd1HcQOUljOQ3+Nd/pXiu0vowty621wByGOFb6H+ledd6dWeJwdPEL3t+5VOtKm9Du9d8SwW0bR28izTEcBTlR9TXn9xcS3UpmnkZ3J6k1I33Cfaqx4ArKhg6eHXu6vuOrXlV32LMQxasfV/5D/69GOOlOj4tY89yT+tPRcsPzr4zMp82Km/P8tD9ByiHJg4Lyv8AfqPQBI/cClQbY8+tD/dwKVuy157PVQ6MYpx5NC8CgfWgY/HyjNSWtxLaTpPC5SRDkGmdRSKOaE7EyipKzO407xJbXcYWdlgn7hjhT9DVPXPEcNvG0cEizTHoFOQPqa5Q9DVSXvXT9Zm1Y8r+yaKqc+tuwr3EtxKZJnLue5pZ/wDj3X3aoM81NKf3UY9if1rC/U9JpRSSK+OOlWEUJH7gU1Fyw9uae/3cUikCDbHn1p8YxTT2WpF4FIsDyafj5aaPrT+opANUcU40ijmlPSmIqT9TTEOMU+XvUQPNMRZP3Krzc1MCClQyYIoBkDcrmkgkEV3BKeiSAk/jTuqsK6XwCsU2sXFvNGsiPbk7WAIyGFdmCreyrRla/wDwVY8nM6ftMNKPp+DR0tt8swYdK0AAZc+pqhH8rsv91iKvxnLA10yPmrFwnEdcX4uXMUDAdHI/Mf8A1q7NiPLrJk0+11V3hulZkX5htJBBrfCVVSrRqPZGFaDnBxR5wvWg855rr73wbGG3WdztH92XnH41z2qaW2lvGsk8UjOOidq+po46hVajF6voeZUw9SGrWhnyt0FNU+1LJyc9qatdhiPODmq7/dGamqOb7wqZbAiHua9C+DY3eJdSkPUWgA+hcf4V54x613fweuGj8W3MOflltG49wykf1rgxaboyNKfxI9M8cAnRoh2+0Ln8jXGWZ+YqR24rvfFkQl8PXBPWMrIPwI/xrgbc4Ir5yoj0qT0LkCfvPxq5KcRfhVeAfNmrE5/dmsJGyOj8JS79LkQ9UlI/MA10Fcr4NbKXo/21P6Guqrph8KOSp8TCiiirICmsqupVgCD1BHWnUUAY134dtJ8tFuhc/wB3kflWPceHL6EFoWWYDsDg/ka7ClqXFMtTkjzuQTW0ojnjeJz0DjGfpUofcODyK5v4y3EqahYpE7KyW5YFTgglv/sa4fQvG2sWUm25Iu4V6rJw34GtPqE5QU4dSo4lXtI9lVgyginbvWuN0/4gaJeOI5pWspT084YU/wDAun510sdwJUEkcgkjIyGRsgiuWdKUHaSsbxkpbF4H0NHeqglHuKR52VSQS30qC0lckupWhQuEZwOy9awn8TWu5g9pfoRwd1q+PzxV19TWI7pQQP8AdJ/lTW1q2YD96v4gj+dI0OW1fxXpMkggeQ7yDhGjIJ/AiuSVwEI6Zre8Z3tleXVubcxyTRht7Ic4HHBrmgdykV9LldHkpc/WR5eNqc0+XsOLYP49qlH3Rmq2c8VPnC9a9VHExW+430NV3+6D7VMx+Q/SoCN0eO+azqbDjuXgoWKJfRBUsYwme5ocfPgDOOKc3Dbf7vFfnNefPUlLu2fqOFh7OlCHZITq30pByc0h4B9TSoAB71izpHnpQKTNKDUjuSA0ucUwGlJ4pgDHrVWSpyahfmhCID1zViX+AeiioAMkj1q1JzIRjOOKol7iRjCZ7ml6t9KVuG2/3eKYeB7mkNCjk089KYgAHenZpFCipAajBpwpBcfnFNY9aCeKYT70xEElQnrmp35qDuwzTAmQ8YqN6RGpZOVzQIhGd2M1v+BpfJ8VwjP345E/TP8ASueJ5FaGgz/ZvEljJnGJgPz4/rWtPSSOLFx5qMl5M7wnbczL6O386vWxyBWfd5i1GYHuc/nVuzfJxXe9z5NbF6Q/uzms77amnySTvFNKoGCsMZdufYc1emYhOKpw3SWt0ZHbaoGM49aFuQyCbxRYrGS0d1GMf8tLd1/mK4zV9bsNWA+xsJHWTJO0jaPxrv59ashGzSzxqnfecfzryq8eFr24e3RVheRmQAds16uVUeerzPoYYypy0+XuOkcEcUxGJamN2aiPls19OeQT9/eo5DhlpxPPWopTypolsJEUnXFdV8Mrhbfx7YhjgSrJH+JQkfyrlZPvH3q3od8dN1/T77tBcJIfoDz+ma5a8eam4+RpF2Z9IeIU3+H74f8ATEn8ua80hbgGvVL1BPp1zGOQ8TAe+Qa8ktnyoB6ivl6iPRpM3LboDT5jlDUNq2VxUk5+WueR0o1/BrkXd5H6qrfr/wDXrsq4rwb/AMhO5/65f1FdrXRS+FHJV+JhRRRWhmFFFFABRRRQB4f8U5vtHiqSLOfKjjT9C3/s1cZDaqkROBzzXS+L5vtnizUnxn/SGT8Fwv8ASsWUgIQPpX0uHhalFeRxTd5Mx7mwjlBGKdo+uar4Xmxbt51oTlrdzx9V9DVogZ6U14lcYIqquGhVVpIcKkou6O40fx9o+qMIZJDbXB/5ZzcZPsehronutq5jx+NeIXmkLJKHUdu1NW0u9oU3dwFHAHmtgfrXjVMqlze69DuhjElqj2c6hcR5bZFj3fFYGreO4bC5W2Ns1xKy5xEyso+p7V55HYAnEsszj0MhxVpLaOMARoFHsKqllLveb0CeN091Esj+dczTMoVpXLkDoCecU1PlepDGAM00ryDXuRioqyOByu7sZJlWyBUqklAcUki7kqJHwhyTVCJj6U23G6dFPdhS54qSzUPeJj3P6Vhi5clGcuyf5G+Ehz14Q7tfmX0Hzsx7c1ED196nkGyEj+8f0qvnAr83Z+ow2EJycUo9qRfWnde9IsQdacCaSjigBwPvSFqSjIAoAQtTGpzUxqBNiRLm4T61bQfOzHsM1BbrmdfoasyDZCR/eP6UyHuQA9femk5OKXOBSL60jQUe1FL170UAKMilB96bxRQApamlqXIAppoAa1REc5qRqaRQSQrgNUhORjFRngmnKeaYiE+lJJkjKkhscEHBBpX60h7VcXaVzCorxaOh8Nare39rJHfyeZPbkKJCOWXHBPqevNddYtkg1w+ikRX5A4Ei4OfUc12dk3Q17mOoqlVstnqfFYefPB33RrSn5SM1ltfCxLzMUAAwS7BR+ZrQkf5M1xXi5I5oLeN1DfvWcA+w/wDr1lhqLrVVTXUVWfs48xU1fxjF4gspLKG0dELfNJIB0B7fWsTAKD2pY4gDgDFO2BTivrMNho0IcsTyKtV1HdiLyhHcdKjRirgdqlUbT/jUUwKtuBNdJmTn6VHJ0FAcFsE89aVvShiIX5UUzGVNSHjI7UzGKyaKR9JeDdR/tbwhpt0xy7QhX/3l+U/yrzq8hax1a6tiMeVKy/hnj9K3fg7dtL4bu7Vjn7Pckr7BlB/mDUXje0+y+IUuB925jDH/AHhwf0xXzGIhy1JI9ChIgs2yBViflT61Ts2woxVqZuM9a4ZHYjY8Fc3l23+wv867SuR8EINt7J/tKv8AM111dNP4UclX4mLRRRVmYUUUUAFIehpaqalN9n027mzjy4Xb8lJoSu7AfP11L9pvrm6/56Su4/Fif61RlfGBirJ+SGMHqVBNU5GDNivq4KyscBFg+9BHHSgkE9aOK0ACM9aYVqXPvUfQ9qAE2Ae9OAGKO/Sl6UANYcf/AFqb2qSm9G60AN7YqCUEbsVYPH0qN+VbrQwGqxaL3FW9LQtclj0CE1RUEKR071paUfknb0UD9a8/M5cuEm/L89D0MrhzYuC8/wAtSe4bLAelQE09zljTeuK/Pj9KjsLjikoNFAxc0dKSigAoozRQAhNNJpSOaQ0CJ7Nd0xJ6BSadcNlgPQUWXCTt6KB+tRucsafQlfEMJp2OKTrig0jQKXNJS0CCkoozQAUhNLTSOaBMQ005xTjTaBELdaTOOacwpmOKYDX55pmcjFONIn3gPeqW5lPYv27mK6if0YV2ti3zgVwwOGJzXZ6c4Min1AIr6vN4e7Tl/XQ+AwcvemjauRi23elcV4jYNc26+iE/mf8A61d1LhrVgeARXn2usTqOw/wIBz+dYZRG+Iv2THjXamZmBkEU0j5s0/IpDyCRX1R5Iw+uDTXG4U8dMUh6UAVslZVPapHySMUkq5IIzSEkEHNIYMpx70zmpc7jjioj8p6VEgPU/gxORc6vb84KxP8AkWH9a634gWfm6RBdqPmt5hn/AHW4/nivP/g/LIviu6jX7j2jFvwZcfzNes+JoPtHhrUYwMnyGYfUc/0r57GxtWZ10XojzmwfcAKuXQIi3Dis3TGy/tgVsTgGAgjgivKmekmdL4KjxpEsnd5j+gFdKawvCUZj8Pwk/wATu36//Wre710w0ijinrJhRRRVEhRRRQAlY3it9nhTVCO9s4/MY/rWzWJ4uBbwrqIHeE/zFVT+OPqKWzPCbzAkI9OKpMOpI/EVbuzmZvrVNj719WjhG8nmjnIpMg0A/lVAPPIphxmnA4pCKBDfwpaSlFABTSOacfrSEZFAxMjNNpaO1AEWDV/ThtspW/vMB+X/AOuqajir1kMafn1kP9K8fO5WwkvNr8z2chjzY2N+l/yEPJpAKU0ma+GP0JC9qSg0tABRSH1oFAC0Uo+tBoAYaaTTjTT1oJLVt8tpI395sVCeTU8S4sh7uagNNijuIBS9qTNBpFhS0Uh9aAFopBTh9aAEppp5ppoExhNNpx60hwKBEbj5qY3FSt1H0qNqaAiNJGf3q/WhqRP9YKuO5jU+EuDgkGum0mYPFCe/3a5n+I/Wtzw6ytMI2J4bNfa5nBTwqn2t+J+d4V8tdx9Ts5AWtSPyrz3WznWLjPYgfoK9GlwIQMV554gQLrMuP4grfpXFk+lZ+n6o1xvwL1M2kxmnUhr6U8sbjuaQnilI96bj2oAa3TimMOBnpmpGzwM02QfJx60gGdDUbEE8VIenUVE1SxnovwdKDxLe7iNxtTt/76Ga9nuIRPbSwnpIhQ/iMV4N8LpCnjW1GcB1kU+/yGvf6+fx6tWOqk/dPFrANFJ5b8OjFCPcHFbk5JtyM1HrdiLPxjcIBiOYidfx6/rmp7gAQgYxXl1FqejB3R2fhtdvh+0HqmfzJrWrG8Ly+ZocQ/uMy/r/APXrZraOyOSXxMWiiiqJCiiigBK5zxxP5HhK9wcGQLGOOuSM/pmuiFc944lig8E6vNKiv5dszIGGcP8Awn88VVOSjNSfRikrpo8LuSS+eDVVsn1rKk8QyK+2e3VsHlkOP0NOGv2bDLCVT/u19FDGUZfaOR05LoaIFKR7/rWS2vWfaOZvwA/rTT4gtf4bWQ/iKt4uivtIXs5djZA46/rQcZ4rCPiGEf8ALk5/4EKB4jt/4rOQfiKX1yh/MHs59jcK+lAU+lYo8Q2pPNtL+n+NSDXrQjPkzL+X+NP63R/mQezl2NftTDzWX/btoSfkl/Af/XpDr1kDysw/D/69P61R/mQckuxqdD3pPwrMGu2J7zf9804a1YnnM/4qaPrNH+ZfeHJLsaCjArRjXZYxD1yf1rAXV7H/AJ6SD6qaeNfEWVZTLB1RhwwH415GdNVqCjSaev6HsZJWp4fEc1XRWtf7jXIPpQFOOhrJHiSz7xTfkP8AGpF8Racevmj/AIBXyTw9VfZZ9rHMcK/tr7zT2n0oK+4rMbxFpqj/AJat9I6hPiixHSCY/gB/WhYeq/ssbzDCrea+82ce4/Okx7j86xD4qtgOLOU/iKQeLbXPzWcw+mKf1ar/ACkf2nhP50boB9vzoYH0rFXxRYP/AMspx/wEf404+JdPHUTf98Uvq9T+Vlf2jhX9tfeauDnpSbT6Vkf8JNp/9yc/8A/+vSjxLYE/6q4/74/+vR7Cr/Kw/tDC/wA6+86EqVtIh6gn9arkH0rIHiIAndEzQHlOzKPSlHiSz7xTfkP8aqWGqroZU8zwrv76RrBTjoaXafSsxfEWnHr5o/4BQ3iLTV/56t9I6j2FX+Vm/wBfwtr86+80yvuKMe4/Osc+KLEdLeY/gB/Woz4qtx0s5T+Iqvq1X+Uh5nhF9tG3j3H50oB9vzrC/wCEttM/NZzD6Yp6+KLB/wDljOP+Aj/Gl9Xq/wAoLMsI/to2mB9KZg56VlHxLp46ib/vimf8JNp/9yc/8A/+vR7Cr/KxvMML/OvvNcqfSmlW9DWWPEtgT/qrj/vj/wCvTh4jsD1WYf8AAf8A69HsKv8AKw/tDCv7a+80Cp44pjKcd6qDXtPbHzyD6oaU6xYN0uMfVTS9jU/lf3FLGYZ7TX3okcGowdvIGSO1NbULN+lzH+JpjXtqmCZ0P0OaFCd9mKdeja/OvvRoqPlU55xzXT+EbNpJ5JyvyLgA+prhBrUMlysEds8hZgikkDJNevaJbLaWMaKAABX1eKxcXhIUlu0r+VrHwkaV8TOonom7edy/OAI8Y7V594kjYasTjAMa4Pr1r0Ocblz6VwHjm5isEs55YmcM7R5TtwDXJllaNLEJy2aZWLi5U9DExgUGsk69aY/1co9sf/Xo/ty06lJvy/8Ar19L9ao/zI8r2cuxp44pP89KzP7essdJh+FL/bliRjM//fJo+tUf5kHJLsaLDIBpGGUIqh/bNif4ph9VNP8A7WsipHnOPqpp/WKL+0vvDkl2J3GAO1RGmfb7RxxcJ+PFN+0w4z50WP8AeFP2sHs0FmdL4HvXs/GOlOiFy1wEIHo3y/1r6Rr5g8GXts3jbRohKSWvIxuHQc8frx+NfT9eFj5xlUXK7nRSTS1OJ8W2rSeIbGYDgQMCfo3/ANeqVwo2DIqa5vW1DU57ktlFYpH6BQeP8ajl+dDXlVHdno001E6PwkwOjsueVmYEfrW/XH+Epyl7dWxOA6hwPcHB/nXX1rB3ijmqK0mLRRRVkBRRRQAVzHxCiMvgDWlUZP2Zj+RB/pXT1znjtmXwLrZUc/ZHB+hHP6UAfKt4AXJHrVLFW7hvnYe5qrVANxxSdKcc03nNABvGOaQkHvQaaVoAQ8VIG+WoTx3pNxAPPWgCXzTjCj8aQDPJNQ5NOXce9AFgFR6Uu9fWogg9TTgoAoAkDA96st8sKDrxmqgAHSrjj/RYm9RQBVYgnpimkU4000AIfpSHk9KUmmk0gGlT2ppBpxamlqQCKxU01nyx4pGY7SRTFb1B/KgCQO3YVIFY8lqRWHpTwwoAuhdlvGvX5c1AxBPTFWWwbSJh3WqxqgGmkP0pTSE0AIeT0phUjpTiaaWpANINIrFTSlqjZjtJpAKz5YnFAduwqNW9QfyqdWHpQAoVjyWpwj9TQGFPDLTAAoAp3am5X1pePWgAp0Q+cUlOj/1i/WgLlzTSBr1oD089f517xbyBbZG6AAV4Jp0Tz6xbRpwzTrj869d8Rauuk+HTMyM4yqYU4JBOOD9Kxqq7Vjrw7tFt7HTxTLNFuUgg1xfxEsmuPDckkYybeVZT/u8g/wA63PDuoQX9kj24kEZUEBh046ZqXVrWK/tbizl+5NG0bH0yOtYx0ZtUjzR0PAWfHXtTGkL8dBTJMpI0ZIbYSuR0ODTMntXaecWAAOpp25RUKgnqaeEFAEm9fWnA5qMKKcOKAHGmlQaWg0AaGhXZ07WbK9H3re4jl/Jga+xWy8J2nll4r4tjPzZ9q+0LYhrWEg5BRSD+FJgeb2IZLNFYYccNn171YimVyVB5FMvJEjubvyjlTM+3/vo1hWGpRWusXGnXTul8khEkLDOPpjjFcktz0o2aOm06cWes285OF3bW+h4rv682ugAgPrXdaPeC/wBLhm/ixtf6jg1rSfQ5a8bO5oUV8Qf8J34w/wChr1z/AMGM3/xVH/Cd+MP+hr1z/wAGM3/xVanOfb9FfEH/AAnfjD/oa9c/8GM3/wAVR/wnfi//AKGvXP8AwYzf/FUAfb9ZHimD7T4T1eDGS9nKAP8AgBr43/4Tvxh/0Neuf+DGb/4qmv448WyIyP4o1tlYYKtqEpBHp96gDQuM+afTrUBrnjd3J63Ep+rmk+0z/wDPeT/vs07gdBTTWD9pn/57Sf8AfZpPtE3/AD2k/wC+jRcDdpDmsP7RP/z2k/76NHnzf89ZP++jRcDYYGmMCR0ye1ZXny/89X/76NAuJ1YMs0gIOQQx4ouBrLkcEEEetSAn0rFM8xJJlkJPU7jR583/AD1f/vo0XA3QcdjTwwx0rn/tE3/PaT/vo0v2if8A57Sf99Gi4G/mrh4so/xNcp9pn/57Sf8AfRrp4mLaZbEtk7BnP0oAhZqbuFKRmmkUwEYimErTitNKUgGlhSHJ7U/aBTSfakAwRs7BAuSxwB61c1bSptC1u902RvMNrO0JJGM471r+BdNfVvHGjWipvDXSOwPTap3Nn8Aa1PixZfYPiRrCgYE0izj33oCf1zQBxmRShqYBkUBaANMf8eEX0JqsWqwCfsEIz2qsRmqAQsKaxFKRTStIBpK00kU4pRtAoAYcntTRGzsE25LcCnk+1avhmyk1DxJp9vGnmM06/L64Of6UhpXdjOvLGTTNQuLRm3iGRoycY6UzIrqfiRpLaJ441G0Y5LFJc+u9AT+ua5QDIo6A7X0HhqUMKjC07b70CJNwpwIxUXSnCmBJkUqffGKYKkjGWFAG34Qt/tHimBcZCbm/z+ddt4/t7ifSbextYnlmkmB2IOgUHJ9u1cn4esryxEGtWZEkoJ/d4wNvTk13dnPd6pJ5txHsdxgKvRa55yXNddDuo026dn1JPAtrPb6N++Pyqdq5HPA5z+NZPj7xG2l2AtbVsXd2CNw6pH0J+p6D8a6eExaTp0kbTZVdzsx/hHU14lr+rya5q8t43CfciT+6g6f4/jRTXM7hXlyRUUZG05yFOABnHanqfarD2t0NNFwoYWsk4hZh0LgbgD+BJqEZHBrpOEcD7U8N7UzNLuoAk3AjpRmmh6UNmgB4xRSBhS5oAWM4LZ9DX2Rpzr/YVrJH937MjL9NgxXxuq5z9DX1oNSXQfAtvdyxmY29jHiIEAyMEHA+tJjSvocci74YsD5pCB+JNYmu2xtPinKYSJHuCSdrcAEA8/Sk0jxNeXE0bNYrAYn3oHyw68flVmOG7u9fGpEqU3M7MeNzN1xXJfSx6Nm5Jm9OjzSxW6Dc7kKoHc13mmWK6dp8duvJUZZvVj1Nct4bg+2ay1ycFLdfzY8D+tdtmtaa0ucuIl73KfANFFFanOFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV1UQ/4ldtjvGP5VytaKaxcJbJCEjKoABkH/ABoA1DxSdayf7Vn/ALkf5H/Gj+1Jv7kf5H/GmBrUhPFZX9qT/wB2P8j/AI0n9pzf3I/yP+NAGnjNBXHWsz+05v7kf5H/ABpP7SmznZH+R/xpAe4fAXSPP8R3+qMmUtLfy1b0dz/8Sp/OmfH/AE8Q+J9OvlGPtNoUb3KN/gwriPCXxZ1zwZZTafptjpciTTl3kuIpGcnAGMhwMYHpVTxl8TdZ8bCxfUrTT4mtg4Q20brndjOdzn+6KAMQGn/Ssv8AtCX+4n6/40f2jN/dT9f8aAOiYf6HFjuuarnisz+2rnyQmyLA6cH/ABqP+1Z/7kf5H/GmBrdaKyf7Um/uR/kf8aP7Un/ux/kf8aANUnjFMxmsz+05v7kf5H/Gj+05v7kf5H/GgDTK461638BtGFz4ivtUkiDJZwCNGI6SOe3/AAFT+deIf2lNnOyP8j/jXb+E/izrng2xl0/TbHS5ElnLvJcRSM5OAMZDgYwPSkB2vx+08Q+KdOvVGPtNoVb3KN/gwryMGtvxl8TNZ8bfYpNStNPia2DhDbRuuQ2M53Of7ork/wC0Jf7ifr/jQBqe4payv7Rm/up+v+NL/aU39yP9f8aANQCngCsn+05v7kf5H/Gj+1Jv7kf5H/GmBscVLEOp9BmsP+1J/wC7H+R/xpy6xcKDhIuR6H/GgDrdK8TXmmwpbsiT2qZIibjn61sSfEa9WEpBYQRNjAYsTj8K84/tSb+5H+R/xpDqUx/gj/I/41LjF62NFVmlZM6XUPEGq6mWF3eyujdY1O1fyFZgXL1mf2jN/dT9f8aUanMDnZH+R/xqkktiHJvc998MeAm8RfBOWFFC309217aluhZPkAPsQGH414tKrRzMjqVZTgg9j3FdnpXx18TaDotlptpp+jGC3iCJ5kMpYgdyRIOa4TUNan1O/u9QkhgikmmaRo4lIQFiSQMknGfegRKaULWZ/aU39yP9f8aP7Sm/uR/r/jQBqAUorL/tOb+5H+R/xo/tOb+5H+R/xoA1xS4rI/tWf+5H+R/xo/tWf+5H+R/xoA3YVLHA78V9QeIPDl5qC6YbUb4raAxtEz7ecLg8/TFfI8Os3EcqERxHDDqD/jXpg/aM8XgAf2bofH/TGb/47SkrqxUZOLuj0qLw7fea26wuMqxGxU4/Poa3LPwpfzRhZmS1i7D7zfkOK8Z/4aN8X/8AQN0P/vxN/wDHaX/ho3xf/wBA3Q/+/E3/AMdrNUomssTNqx9H6TpcOk2Yt4SzclmdurH1q/XzD/w0b4v/AOgbof8A34m/+O0n/DRvi/8A6Buh/wDfib/47Whi3fVn/9k=", "path": "001781.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001782
Men Tshirts
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", "path": "001782.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001783
Men Tshirts
{ "bytes": 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", "path": "001783.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001784
Men Tshirts
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I391fNIEyBEqlVyR159v1r0KsjS7VLTyoIukanOP8+ta9dlF3izhxCtKwUUUVsYBRRRQAUUUUAKKSiigAooooAKKKKACiiigAo96KKAMe9t101mvYtqQLlpFzwvvWNcfFLTIG8i3DSuOCy8AGun1SyGpaTdWTOUFxE0e70JHWvK7/AMHv4a0vzJLZbmXHzTryM88Y7dq5qtKO50Uqstj07R/EthrciReagd8DaSM81rzeG7GQ/cGW9q8XsPCgbU7DVLG7kcI8czAptIYEEj3Fe8W86ywI4OcgGuScUnZM64yk1dmbb+GrS1djFHtRiSV9c1swRrEoVFAA7UguUQbTT1dScg8VKs2DbtqPZjtxVaVcr0q1wajkwBVNCi7GTcQqUI61y2uabBchBcxLIivyGHQV2T4zWDrW37PJk9jSKT1OXn0tNIuIrmyTaYm3AAdR3FdfDMk8KSxkFWGeD7dKw7J/t+lxS53Z4P4HFYeparqfhtJpLGKO5V84hlJChvUYrXD1eV2ZjXp3XMjvPwz9Khubq3tI2kubiKBF5LSMFA/M18+av8SvEuoeZG96bZc4KW6+X+Hr+tcrc6hd3kvmTzyyv/ekcufzNd9zhPoTU/iZ4Y03IF6bxx2tV3j/AL6OB+Rrl5fi9d3+oJaaHonnM5wglYszH6L0/OvH4oZrmdI41aSRyFVQMkk9K+h/hl4Tn8LaC8+oWipfXLlzgAtGmBhSfXrkVnOpyo1p03N2MO28V+KdH8SWcPiSKFbK8YRjy0XCMfQj07g16YQQcHqK8l+MGqB5bKzjYh0kMvvwMD+Zr0bw5qI1bw3p18CCZYFLY/vAYP6iik3KN2KpFRlyo1c0lFOrUzG0UUUAFFFFABRRRQAUUvFHFACUUvFFACUUUUAFFL2pMUAGKdSDNHNACHrRS4FHFACVzHjWEDRpphkAKN2PUMDmuowKyfEtt9r0G6gHV42A/LP9KiorxNaTtJFfT7j7RpttOP44wSDWrFOPKArk/CF+t34dgGf3kQKsO4/zmuigYFsGvJmrM9WEroe9hHcyBpEXb7irkflonloBx2Apk8hhg46kcVTF1Hpts093vCkjcyoTjPrSd9i1bc0p/wB5bLwemKwLaeOWaZAOUcqwIrXbWbKKzjkWVWjJySTgYxWLL+91P7XCVCSBQdvr6/59K2SfKZ+Zq2CD97J3LYH06/1q7WboFw11pQuCCFmlkdM/3Nx2/pWnmvRhG0UeTUd5tiUUuRRVkCUUUUAFFL2pMUAKKSlxRmgBKKXNGaAEopc0lABRRSjpQAlA60uKMUAL2qKe3juYHhlUMjjBBqTGOaM0rXBaGTp+mrZQPGCOPl59uBW3Z3UEGnliy/Lx16Gsq/hlXNxBknHzr/UVxWu20t063FvNKhP3lVyFNebUpuE3fZnpUqinFHXQavr2rajssrS3trFclnlJaZx2wvRfxrrNOhlgsY45yGlx8x9D6Vxug3VppOhW80lxtlK/Mgbk0knjq8v7x7DRrGOeRV+eV3wiD3P9KEjdwlJaHeeYgO3PNNk5FcvoenXjXzajqF35kxG1UiBWMD6Gujdwi89B3qTNwsytO+0E9MVxPirV0tbaQFvnK4FdHq2oJBbuzNjAzXkt9fHXNbUKP3UbAZ9Tmj1F1O68JRMNEjSQHJyT+JNLrml/arRwB83VSK1tIhVLZFGOB2q1cQArsPQ1kyzwfxL4Rkula8s4s3O7EkS9G+nvVzwn8KtRub6C5163FvYj5mhZ8SSccDA6Cu61fUtL8PagJ76facZWFBudvw7D3rnb/wCME6Pt03TYgo4L3LFiT64FddKVRxscs40lK7PS9M8L6Hp0yT2ul2cMqj5WWIBvzreBLDaDx6V4rZfGvUUIF9pdvMv/AExcof1z/OvRfCvjPTPFan7FM0d1GMyW0ow49x6ilOFRblRqQ2ieffGfQGhaz1iIZjyYZD/dzyPwzWl8I9XjufDsullh9otJWYRn+43II/HI/KvStR0iz1i1e11CBJoXxuRhwaxIfA+g6JOt/plp9kuIweUc4cEcqwOcr3+ta0qyiuVmVSk27o1OM89aWs6DV7SaPcGK44OR0q6ksco+R84rpUoy2ZzuEluh+KMUZozVEhigjFGaTNABRRRQAUUuKMUAJRS4oxQAlFKKKAAUtFFABR0orjfiBrN7Y2KWWnT+RcXCMTKv3lUcDHpk559qTdgOulljiP711j/32C/zoR1k+4wb/dOf5V8qXbagLnyryWcyA5HmOzfiMmpLee5tyHS5mDf7EhGKEwPqnuAeuelZ+ozYaONexDH2z0rzXwPHq+t2BubzxBqMlsknlrarOygYwfmPfr0r0FoyoAYknuTXLXrpJxR2UKD+JnmurXNx4L8VM8KsbK6/exg9Mk/MPz/nXc6LrkGqwRyKwWTaCyhqd4g0K38QaS1rOMHGUkHVG9R7V5CPtnhnVHt52eK4jcYbHDj1zWUUqkfM1blTfkeu6v4qh0u5EOwySKMk9hXJ6v4r1bUonjtkEMPBLFwufbNO8MeRqJNzODcTZ+UM2R9cVt6tblbZ510xGZFJ4VRx7VmkouzN42ktzh2sZp7GSTUdXtlV+YwknmHPpgU+xvdQs1t40uJCJCsauUK5yccZq/pd7Nf+Y40yO3ReNwA/ngGqGpSR32tQ21zcG2sYEaWeRDtKAdCPx6Ct46syq8qWjPX1ksNEsIbaW4ht4oVVFErhT6Dr71dBBGQQfpXy3Mi3NzIqtLcBmOx5MliueCeTg/jXr3gHxQYLa20jUp9w2gQzN/Cf7p9vSutySPMZ6PRS47Hr6UYqgEpcGgUtACc0tFFABTadRQA2inUUANoxTsUgoANpoxzS80UAFFFYmveLNI8ObFvrj98+NsMY3Pj1x2FAG31FNJCjJIA9ap6NrGneIbczaZeJMq/fUDDJ/vA8irk+mNIPm3fU1hKslobRot6mXe67bWYIUPM+OkfQfU1xV1ryzX8rSwpBFKei9B7n3rr7zRm5+Ule2e1cjq+iTbG2xEg+hrnqVHPc6IU1HYy9S0+W6uImN20dm/EjxnlR/wDXro7bUbHRLNLPTYxIzKAoXk59Se5rhft99o0gS4R3tCcMh/hHt6V2vhCbS7iT7REyE9cHsf8AGsndbHXCtyqx3OgNdTQB5o2jU8gGta+mjigyTkgdqy21SOBNxkCriuF8WeMdkTW9nKsk7cfL/D70Qj1ZjUlqZPjLxCZZ2s4JCSxwxB6VD4X092kjfacZyTjrWJptlJd3wmuDvLNkk16JpRitkRRgGpm09ghpudZYII0ApdWvo9N0m5vpQCkETSEeuBnFFo4Zd3r0rB+IL48D6oNwX92AefccUoq7SCbsmzwjVdRn1PUJry4ctJK24knOPb+VUM8HvUc1yqsdo3EdR6U1LjfwI3/DmvVSsrI81u7uyRhkcVf8P6lc6V4hsLy0YrNHMuMHG4E4IPsaziy4wdysfUYpYrg2conxuZORz0NJq6BOzPpWXxbaxKW80bRnktXBeJfikAWtbclgRyVNeT3Wv390CpmZE9FNZ6uSf5msY0O5vKt2PV/DWqX+q+YbW1uZ44yd5RMgE+teiaUupOVSSCS3hUDc0gwTj0rD+EdmYPBf2gr811cO/pwvyj+Vd6MDkfhxVqgk7oX1iVrDaKdRWxgNoxTqD0oAQCjigdKUUAFFNooAdRTaKAFHSlpM0A5NAC0VHNPFbxNLNIkca8lnYAD6muT1Px9aW+5NOha5cH77/Kn+JqXJLcDryQoJJAUckk9B615N4s1aLVded4XDQQqIo29QMkn8yar6r4i1TVwUuLkiHP8Aqo/lX8cdaxJz5cRYDnHHtWE582iAW4s4LuPbNGHXGR6j8axLnQpI2LWzB0P8JOD/APXrVhhYWuVdhJ1znOaekspXJAb1xSjJxAm8DeJo/DN7Laakjx2tywO8j/VsOM49MHmvZN0c0KyRsHRgCrLzkHoR614sfLuEKSxAr3DDNbOg6hdaFFtiulezYFvsMrH/AMcbnafY8VlUgpu63OqjX5fdZ6lCwK4P0rF8QeH7PWbUx3UIcryjdGU+oqjp/jPTJ3CTu9ozdDMMIf8AgXT88Vu3d3HFDvZwVIyCp4rDWLOtSU0eUSWuseFZX8oiWD/nonXHuKnn8fXP2F4gGD7doUjrW/ql9ah3aUuM9AAOa5W7uFuWEMCLFuPLsMsf/rYH6fhXRGXM7tHPNxhsynD4ovFtvs9vGd7HJwMCqVxH9suFa6kaWRv4F9umfpVqSCKGNMSMNxb+HBbGOfcHPB9j6UB9gEcSYJ7en19K1vY5ZTchkUCwDAUL/sr1P1NXLaJFaKTHzxuHHOASDnmmpCcAtyasomFxUuRB67oniex1qMBWEV0Bl4WOOe+31Ga2s9jx9a8KXKsCpIK9CO1bWn+JtW09l8u6eVAf9XN84P581pGrbcD1sdKWuY0nxpYX5SK5zaTNx87ZQn/e7fjXTA9q1UkwFoooqgCkzS02gBc0ZpKKAFzQKSigB1H8qTNZ+t6xb6FpE+o3QLRxAAKvVmJ4Ue5oAyfGviyPwxpgEZV9QnyLeNu3qx9h/OvCL29uL65e5upnlmkOWdzkk/57VZ17WrvXdUmvrt8u54UdEXsB7Vk7iaVwNHStbvdD1KK90+4aK4j5BHQj0I7j2r6Y8C+Kbfxj4aivtiJcofLuYl6JIOePYjBr5TLc7j1HFdf8OPF7+HPEkYed1sbr93Mmflz/AAtj2PfsM1nUimr9TSnK2h9Mz2sbjkgCuX1WC1hVixAwM1l6t41aC2adIrh4wDl1jJUEdRnpXD6J4qufF3i+1tGic2RYtIpOMqAetc/K3pY6eZR1uJ4jktZWkjjHmEZOEBPTqa4+2umiJudNuWjbcQSvrX0HFa28WDFbwocdViUce/FfO3jSyi8P+O72C1ytusiyrGOgDqGx9Oa19jZGft7sbqfjDXdnkPd/Kw6gc1k6fq8q3X7+VmDn7x5INR6ncxXYEkfHbFZg9qqMFaxnOTUr3PR7LUZYWUjBrr9IvTIQXP4DtXlOj6ysIEN3naOjV22larYKVK3sYz/CxAIrjqUmmdUJpo9Nsr9hnk47VxfxY1aVtKs7GM4SaQyPjuFHA/Wtez1fT7dGlmvIliAzuLDFef8AjnxNYa81smn73SJm3SMu3JPp+VKjB84qslys4oQ85J49MVJjHTj6UoB6k04j0r0ThIyCRj+lQyofJYfpVggjsKjdW5IP4UAZtSxRu7AIpc+ijNaNjpyzEscH1ZuAK37e0toUyFyc9emT7AdalysB0HhPxpq/h/T4NPktYbmzi4VT8jKCc8EcH8c16RYeN9FvIg0k7WrkZMco6fiOK8pgtwVB24HXmrKoFXLHP6VPtGgPXU8QaRJ93U7b8ZAP51fjljmQPFIsiH+JDkV4k823pj8s0sWq3Vo2ba4kiP8AsHbT9oB7d/niivNtL8fXlsyrqKfaYe7rgOor0W3niureOeFg8cihlYdwatSTAlFLTaKoAopeKOKAEopeKOKAErL1vXrXRLbdKd8zf6uEHBb3PovvVzULyPT7Ca7k+5EpYj1PYficD8a8gvrybULuS6uHLSSHP0HYD2rKpPlAm1bWb3WZ/NupSVB+SMcKv0H9azenYcU8mgL1zXK3fcCPFRXS/ufxzU+DnFJImYyPWhbgRwj5FPtQYwrkgdetSINsYX0p3bpTb1AiIBGCKhuIybeUAk5U8Z9qs4ycVG4Gxs55U/ypoCnZmWS0iZ8MSvJyRVtLy5s4mWCZ1RuqA5H4Dt+FULW7ji02BgrSM+VVEGWYjrilbUIjbzyzRvEIX2OrckHjHT61TVxptbEjTTSNny3YnqXcClWNjIvGADngVZh2Njaw+6DjPY9KcFw+MAZ9Km9hFD7NNNcOdyoucEr94j61citEiHA596dCSLiRT9RVnbTkwIwntTttPwaMcVADNtKBxinYFFAABXQaH4pu9JHkSZuLT/nkTyv+6e1YANFNSa2A9c0nXbHWI828oEg+9E/DD8O/4VpV4rDcSWs8c8LlJUOUYHkGvV9C1hNZ01ZwAsq/LKmejf4V006l9GBp0mKWkzWoBijFGaM0AGKSlzSdaADv0rxH4q+IZbrxF/Zccp+zWIGUH8UpGSfwBA/OvZdTv49L0q6v5MFbeJpCD3wMgf0r5kvZ21C+nvZiTNPI0jk+pOcUmBAjlv8Ae9KXIOf5U0hU5zzSfe6DFIBDLg/dJr1L4c+BtJ1SytPEFw1xI6SENbSKBH5inhgepHt61wnhbR017xPY6bIzLHK58wr12qCWx+Ar6O0+wttLsIbGziEVvCm1EHOO9NAWiCRg8g9feoILC0tZHkt7WCF3++0cSqW+uBUxOASe3UnpXE618Q7a0na302IXTLkNOWxGD6AdT/KhtLcDtwD65ryb4qeDri9vTrttPbKqwBZopJBG3y5wVJ4PHbrxWBd6/r+pyO13qtxsfkxI5RMem0cfzrLu4ftZRXLEA8ZOajnQzkdjZACtk9sVNHZXDHJi49+M10smnklXABYDn3FJMBFAx25Y8Ad6nn7CMlrF7lV8iOCIrwSpIB+uSat2WixiRfPZ527Rxg4/Ot6ysUjiUbeep571qxRbBgDj0qHUYGMnhuzLiSaLj+4CcflWJqFstnePGsaovVQp/hruDkf/AFq5LXTG96CmMquDj61VOWoGT1NBPOKCOaK1YDHGcDNRNGo/5a7T9alf0HWmiNepUMfU0AaWmOZIgDghTjGfvGuktIFQ+Y43SEYye3sK5KxkFvcg4G1uCPT3rsLU5jD5yvY5rGd0wLDM2OKjK5+Yk59qlJJHy81GVYtnNQBEygDPOKrSMVJ7e9WWPGOKqy81QEQfnqPqa7r4fa7It62kzOxikUtECfuuBkgexxXAtxWl4euDD4gsJckbbhOc+9OO4HumKMUY/TilBroAbRTqKAG0djTqP85oA4Xx9qILW+mo3T99L9P4R/OuJAHH0rR1+8+3a7eTg/IZCqD0VeB/Ks3FcU3eQBgE04Z3HikHDU7+OoAYww4NKV4pxGSDS0XAhyqrkkADqelV5bvYzwxjdP5RlQMOG9gfrWXqtzciS8tJo98LR7o2jHzY9cdx2PpS2MNzLbWxQDdAVkilboyHgoT6jmtVBWuwNW3kW7tY5B92RcnHbNUtLlDaZGjOPNUMGGeRgkdPyqxb6WIThp5XjDFo4wdqpk5xx1qU28MSu0cSIWB3FVAzS0QGPYRTR2dhKIJJFikl3oo55yAQPxqRtPmnUJLEVSe5M0q5+6oXgH68Vp2uFtwGYADrk1JaXEV1Ak0Z+VxkD0p8z3AzNDhnU3DXIIZNsIJHUL3qbUGnF1bx20pE75JVgCoUdSR19q1Ki+zxi4kn5MjKFyScACp5ru4FYSFbqFWHzuhzgccVeByAe3XOeorD1Zp4tMRpHCvkiQp1PHQfU/pTtLu5d8FnDCTFHHl5JDgn6Dtk8jPUHtTcLq4G5QelMSRZF3IwZckZHr3p1QIAKSlFJQAZxTSecUpOKYDxmgZJn0rc8Iam1hr0SFyIrgiJx9fun8D/AFrnye1OV2jcOnDKcg+9OOjA9zxxjHNMxUNhdrfWFvdKeJow/wCJ6j881PXandAJijFLRTAbilFLWH4s8RJ4Z0GW/wBgkmJEcKZ6uehPsMZNAHJ/FHxNDbaa2gwOGuZ8faAOiJ1Az6kgH2xXjbOTwPzqW8u5766luLiRpJZWLO7dSTTAMCpYDAiqMnk0ySRv4R+dSGreiab/AG34gsdLWQo1zKIy4GdgJ5P1A5oA774PaFcSX9zrsyBbeOMwRE9WckbiPYdM+9etX17a6ZavdXcyxQpjJPP5Dv8ASo7O1sdA0WO3i229naxgbmOAB3JJ7k15H4m8SP4i1k+UzLYQnEKEYz6sfc/yxQ3ZAWtf8V32u30sEEjwachwsSnBk46ue/0rmrmErhVzirlsgVy3cgH9KeyZdcjgAGueUmwK6wgZYjoKkWAfKMd81ZSPcCccVOiKrAmouMpLEdxYDp/Ko7WGO7vpHZdyR8Lx39auXb+Tau643Hhfqal061+zWiq3Eh5c+9NbASrCgAyKkAwemRSHk4pThRikBU1CcW9o8nfHFcdeqY3CvzKeZD7nnFdLMTd6mqA/u4fmPueP6/yrndcQRao5GfmGSfWtqejEUM5NFIDn60vetwExzQRmngZbNNJyM0ANxnit/wAO3aor2ryDOd0atxn1Gawq0tH0ma8nW4H7uGJtxkI9PSona2oHVsAp64PvTPvk54FRT5jhVi25SAymqrzY+62T3rnsBNK3zEDHHeqsjgngmjzyQRmoWfcQO1MBjNuHWtHw7CZtfsIxzuuEH61mnHTPWuw+HWni78QrcFcJaxmQ/U8L/PP4VS3A9aHOT60tFFdABRRRQAVW1C4Fpp11cHpFEzn8BVmsHxjci38MXIzgylYx75PP6A0m7IDyznPJye5pTjFB/Wmk1wgAbBqTqc1BIfkOD05qSN96j3FICTtnnjsO9ZcWtxSttNtcA7mUbV3cjrwOf0rTyAarLZKmom7jITepWVcfe6YIPaqjbqA8xRXfkylW+Q70ONpHb/IqZVAwoUAdgBTu4rLm1cQ2qyvFyZzEy54AB5P5UWbA0+KilGAcimRXXm3VzHtwkJAL55JxVa1v/t4mJjKBG4J6sD0NCiwKuoWLXdmqxR5m8wBXzjaO+fbFLoumGzebz4z5qt8j7sqV9vxqawubmSeWJoYlSI/OyuScEZ4FPg1CaR4Wa12wTZ2OrbiAMkFh2zVXduUDQxzQaqJfhoLaXYQJpNirnp15+nFJBftcHKWswjLFfM3Ljg4z1zU8rALpA8fzKGCsDjr3qlPalH+yCYwQSgkSDkyyejHt9Kuecl1BI8YO0MQMjHIOP6VbADxrkA8AjIzTUrAUokisVWaSRLZXUB4tw2bh0Iq+CGUMDkHofWsmG2uZLq386Fi8QkWSSUhlIPTb/nitC0tza2qQby5QYz0z/n0olbcCakzzSmkyPWpAilbaPxpC2Bn0plw4G3nvUcTmTkng800gLC0tN6AD1pQeBmmB6x4NlMvhe0z/AMs9yD8Dn+tblc94GbPheL2lkH610NdcPhAKKKPeqACQoyeAOpPavCPiP4oj8Q60traOHsbMlVYHiR+7fTgAfSu/+JniZdH0Q6dbSsL29G3K9Uj/AIjn36D/AOtXhvQAdAO1JgA6U0v/AHRlv0oPPAoxgcdaQEMgJOXbHsK7r4QWjt4vkvCoS3trWRndhwuQBk/qfwrhnIB+b8q6HRNfvbbRbnSrdVhjupN07p9+RcYCk+nXii6WrA3vFPiK68S6lIFmdbBHKwwqcBlB4JHc/WsuGEqNhHTkOOSnsR3qe2tliUMFH4Cp2Cuflwrjv2NYOVwG2pO1jjDAbSOuBnir8ac8jtVKNwjMQvLDawz6VpIDtFQwBOu0LinkAjpzQBhuKZPKIoHcnGBke1Kw2UpWF1qccY+ZIQWPHGe36/yrR9vSqWmwkRtPL9+Vt2B2FXWbmmxCqe5FRXM2yGRyeg7etS4HTNZ+qSARpCpOXbn+VJAR2Efl2bSsDulOc+w6Vz2tr/p53chkFdYVBAUcKowK5nX8NcxsOw2n+da0/iAx8YFGaXtSYroAXOeKQ8UoXcQoBJPGBzmui0zQigS4ulBfHyxnovuamUlFAU9N0UzMJ70FYeoj7v8AX0rpvLZ0CsNkYGAi8ZH+FSCNUGZDn0HpVG+1BEXanPv6VzuTkBWvZ91ztByEXaMVTDZJx3qN7je+7NIjAmmBLu+XGO9NNIxzmkUZFAEkcRkcAAnPYV7V4P0I6Jow80D7VcESS4/h9F/AfrmuH8BaGL7V/tMyZgtf3hUj7znoP6/hXrGP8itYLqAUUYpSMVoAYoxRg+tGD60AGK4b4g3hAs7EcjmZvfsP613OD715l45lLeJChPEcKAfiM1lVdogc2Rnp+tRkHsfwqTJxwKQ88VyAV3/EeootpQSyHqp4qSRcjms2eQ28yuDwSFb6VSVwNjcN2KXIqvGQwzmnuW2MVUFwMqCcAmlYCfr0rJOlM11eO7KYpVYRr/dLAZP5irIa8x85tY++NzE/0o86UvsF3a7/AO6FyT/49VK8dgIoLGeDSngEgNxISXk56k8n8qkjs4rMP5WcbVHzNnhQf8afunCbjdQbcbsmPAx6/e6U13Z7J3MkbnBwyfdP6mhtgNsrZ0W4Zj/rmyuPTaBzTbSO9hjgt2jjWKOMq7B8l8DjA7VIhvliUKtq3A4DMD/Kjz71eTZow6ZWYf1Ap3YFKHTni/s5gj7lYmb94Sq8Html0iN4PKSW3vEkx8xZv3fJJ6Zq4bu4X79hKD04kTrS/bJQebG4/wDHT/WndtAVdMLf2YEdJFZdwYOuOSSc1pQnMCH2qFZTNvJiljxxiRcE8fWo7e+hEKBvMXj+KMioeoF3PNBoB3Dj0zTWOBUgNY4qJ2yKVmqFgSPfpVJAVLp/3saZ4wSanR/kyeFHU1QDLPfOQxKp8vHqO1X40ZyCQRjovb8atoCVSW5PWpM5YY7UwnnA7dTSp6+tSwPU/AZz4aA9J5P6V02a5fwBn/hHW/67v/SupwK64fCgDNQXl3DZ2U91O22GFDI5PGAOamwP61wfxY1U2HhdLJG/eX0gRucExry364H40wPIde1qfX9audSn6zN8q/3FHRfw/wAazetJnJzRSAXG2msSOnHuaCaaQSvPJ9+lAERYgF1GT/eP9K3dDgZkDHHWsBsF1VSXY/lXYaOm2BcrtIrOowNLbtFQSfl71PIwHWq7vmsQImfLJ/ez19a2kb5Rn0rBHNwi+/8AStqI5jUn+7QwLHaqGofvTDbZOZG5+lW0ORjOaqff1kHP3I8j6/5NCGaCfKoHbtTSQWzQxwOaaoyaQiZe5xWVK/2nWI06LGMn8P8A65rUJCpx1rJtf+P25fHORj8zTQF2ZxHGQOtYGowedayMMll+YD+da87+1VZMrESeM04uzuByakN0OacoLMAASScADvUt1biC4IT7rngf4V0Gk6YlrGLi4AMx6A/wiuhzSQD9I0gWwE84BlPQdlH+Nak12sS+/pVae+CAgMD6CqE046lsmud3k7gPmu5SzFzgHsO1Zc0hlY7sY7U+eYNkDgVXJDU0AH9aerkYpgXPNSRpub+tMCaNd49zVgiO3VQwy3XbTHkjtYsufn7A1Ut999dxxIMySMFH1JwKdgPaPh3atD4aFy/37qQyZ/2RwP6n8a63NQWNothp9vaRjCQRrGB9BVit0rIAFITS0UwCiiigAryvxm6v4pusHOFRfxCivVMZ49eK8Z1q4F1rl/ORw87Efnj+lY1vhApA84obGM96Qn5evPagnIrlAjZs8CsTVnPlEDrkD9a2JTge9YN43mXkEfq+cfStILUDbtv9WM1YIDoUPQjBqGJf3PvTlfHBFLqBnRQXTMweN9hSQgnswXYB9SMn8aupAwmifywClrtycfe/yKUW0zcteyn2CoP6VILZsf8AHzcc99+KOYCi1nOsUe4NKqpECMDoG5AHfpUt4pGmSJGjAybsRgYPzE8Y7dasvbMR/wAfVx/30DTJsyukauUIOcjGR+dO7Aalog1GNjEoKW4G7H8ef8KguXK6pz5u/fEIgjleM/MQOh981b8i6H3b5un8USn+QpfLvh0uICPeFhn8moT6gU9PPnLJumbcd3CzsT94/wAPb9aB5g0iCX7TNuZkO4uTnLAc/hVsLfA7sWhPqFZT/WkJvNu1re2ZR0AkIx/47Re4DYCTd3URcusZjC5POcHPNU4bu48jKy7VWPefk3A5cgZ9sD9avRGUvIZYUjYkHKvuz+gqtBbhkTzrDeVPysGUgDOfWi4GnnHJI6dqick8ipGwaZ/KoAhJ9ao6ldi0s3kH3j8q/U1fdfeue1+4xCkS9GcEn0xWkFdgXNIi/wBHVzyT1JrWA42r17mqGnYECYq4552IcMevtSe4CgKW2ryKeeDilRQg96Qn5qQHpvw/cHw+691nbP411dcT8OZgbS/h7iRX/DGK7auqn8IBXhPxR1ddS8VNBC+6KzjEPB435y2P5f8AAa9l17VU0TQrzUXOBBEWX3b+EfnXzLPM80zyyHLsSSfX/JqgIzSA03JoBpAPzTCpPv8AXpS5pjnK8tgegoAIMC7j7nPPpXcQLsiGB1rkNLt0knMhHyIP1rrGlCjaOmKyqAOeYAkVUmuAOhqtc3B3EDisyaWRm64+lQkBq2UvnanEvpkmtyF/lwDyCRXP6DHnUCxYEqOfxreTHmMAO9EgLak444qlH8urS567Tj9Ktc4PY1Tc7dSU+o6/hUxA0gAR1zThwfaoVYKeBxUqcsfSkAsmAM9sVlWXM07Z4JH9avzvyQtZtkf3cx9XprYCaT5n6H86rXJ429qs46mqsooQGdM/lurYB2nPIqd752jBVsgjiql3ktgVAzmBEGOOpFaAWPNP3icmo2lZiRUBuYW/jI9iKja/tYzyWY/7IpcrAshc9alEYxWa2rAf6qAZ9XNVpdQuphgSbAT0Xiq5QNp2hhXMsiqP1qnNqxjJFqoHH+sI5rLyW5Ykn1NGMU1EC0LiaY/O5Yn1rufhvpf2/wAU28jpujt8zn0yOn61wtv1Fe0/CW0EemX92QMvIsan2AyR+oprcD0WiiitQCiiigAopuaM0AJNJ5UEkp/gRn/IE/0rwJdYtZ5GcsVLkt8w9Tn+te56s5j0a+bOMW78/wDATXzq2nXMajEYdQMZQ5rKpFPcDeEsUgykin6GglxzjcPpXNPC8Z+aNlPupFN8+WMHbIw/Gs/ZdmM3bi4VUOcj2IrCOZdVicOpCg8DrVefUrvaQZmI+gqLS7orcyM67ycc9DVKDQjs7Y5QCnvGTzmseHV4kxuRwPwNX11W1YcuR/vLisnGW4FhGxwamBJrPa/teolH5H/ClXUrboZOPoaXKwKNvcyyzWyiW5VpJir7/wDVsuT098VfvLo3WpSajazN5El0I4ogo2mPO0fQnGarRNZI0RN1KyRuXRGzgE556e5p0Qso5ExfP5SyeaIiON35ZxWnTRAMS+la7Cx3TSSG4KeRs42ZxnOOOOamtbqe4umQXluuJSohaMbioPrmnKtqhgK3SkxSu4Y99xOR+v6UWzfZ2Gy9g8syFypT5uTkjNLTsAgvboq9z+5MCT+Vt2kMRu25zWo3HfNY8UKg+Ub6EwecZiu35id2cZ/KtBLhDu3zQt82RtYDC9u/WpkuyAUnr6UQf6hKjeZAjNuXHqORUkXEKjvip1Acx7VE27PtUhI61A8pJIFCQEUrtggGue1tS0S8Hjmui2ZrM1aAG0kJ7CtI7gT2Ev8AosZUZJUYFaMY2j3PU1g6bfWsMaoWb5RtBxmr41S2OBufA77aHFtgaZbC8UijA5rOOr25bgSED/ZobWIgMiJ8fUUuSQHoXw8mMes3EPaWAt/3yf8A69ej55ryX4aX63XiZ02MpFrIck9eVr1j8M1vTTUbMDy/4wa4Y7ez0WJxib/SJvXA+4PxOT+FeQnpXf8AxdspYPFMV42TFcQLsY+q8MP1B/GvP9wq2A00mcUE0HnoBSAUZPb8aQKJJAqnJP8AnNGC2FY5/wBle9aNhagOGkGzgnHoPT8aTdgNC3tFhsFVeXk5/AnAq5GVe2JLDAyA2apXUrbI41bEjkMfYVpadomq63FHBptjLLCpwZSNqA+7Hg/Sst2BhzTM3Ck7f7xra8O+CNU8SSK8UZhtScG4lGF/AfxfhXonh/4YWNkEuNXf7ZcDnyVOIl/D+L8a7yOJIYlijRUjUYCKMAD0A9K0UO4Hk+v+GdO8MNpttZeZJNIrPNK7ctggDjt9KylA8044NdN49ct4kgQ/8s7Yfqf/AK1c0R+94HWsp7gPY/nVG9+SeGT0PNXT2qrfoGtwRnINQgLIf5TzzR5jkcH8qiglDRK2ASRzTwrM3QikABOGYls4NUdPBNs3vIx/lWjMNltIenyms/TlH2RM56mmtgLDDCYqrMcKTVx8AcVQuCSuBQgKBTzJM+9Vb1fnx6VoxoAc1SulBdqtMDJlXrVF1O+tKdcCqO3LVaYDVHFOI4pdpFIQR2qgCnodxpgzU8SZNIC1bR7iB61718OLX7L4Ot2PWeR5ee2Tt/8AZa8OsoHlmjRVLOxAA9Sa+kdLsv7P0q0swP8AUxKhPqcc/wBfzpw3Au5ozSYpMVoA7NGabRQAuKMc0lFAHNePtW/sbwjdzCPzGmxAuTj73f8A/VXjEeuWz43h1Pc/eH6V6L8Y2x4f09Sx+a7J2564U814uQp9jUSgpbgdYup2jggTrj0bNNf7HP8A8+7fQgGuVIbAwTj3qMs2On4ip9n2YGxfWtooJSMD6MaztMtxcXskaMFGKoyO2PvVf0q4aymWSSFisikg46jOOPxBp2aQGqdKuB0KH/gWKcum3QBAVTj0apf7dgI+aKUfl/jT49btd+GDqPdai8wuQf2bdf8APEn8RTDp13/zxP6VqDWLDbnzv/HTQNXsSOJx+Rpc010HczEsroceU36VKLG6Iz5T8fSrv9p2R6XCZqVNTtM4FxH+dHPLsBnfYrrqYG/Sj7HcH/li1a4v7Qn/AI+IvzqQXUB6TR/99il7SXYDDNpcAf6l6geGVCcxOB7qa6T7RDj/AFsf/fYoEkTDiRT/AMCFP2r7COahlSKO8WTgvbMEyOrAggfzqATNnKsR9DXV/ITnANRtBC5JMS/itHtfIDm/tdyvSaQfViaRLi4Zixmk/Ot5rO3ds+THj/dFKLa3XhYY/wDvkVXOuwGC1xOB/rpM/wC8arX08/2VgZWOexaupFvCxB8mPA/2RWH4j8uO3SNERSx9Kand2sBm6daTXEQKKCvT71aS6dc42qgyf9qq+hXMSW/lu4UhieTit5bu3UczIP8AgQpSnJbAZ6aXcgfdjH1NL/ZM7nLyRj2q62p2Q63C/QAmo21mzH3S5+i0uebA6v4Z2T2visuzqwNtIMAe6/4V69n2ryD4capFdeLkhjjk3fZ5CSRxjivXq0he2oHNeN/C6+KtD8iMot5A3mW7t0z3U+xHevn7VdIv9EvDa6jayW0o5CuOo9QehH0r6mqrf6ZZapbm31C0iuYv7sqBgD7VQHyrketOhiknzsGR69APxr3u8+FPhm4kMkEE1q57JIWH5NmpbL4Y+H7dw0wuLkAYCPJtX8lx/Ok0wPE7a0WN0WNC8rcZAyxPsK7DSvAWv6kis1qLWFud1z8vHrt617DY6LpemD/QtPtrdsYLxoA2Pr1NXyKXL3A47RvhzounorXcf2646lpeE/BR2+ua69ESNAkaKiKMBVAAA+gp1FUlbYApM+1KaTFMDy7xkxl8V3HPCRRp+IGf61hsANuDzWt4mk3+Jb9gePNx/wCOisojkVySerATn2qO4UvA698cVLz9aOoIIFTcClp2DGy+hyPetNRjt0rLtf3F68fQNxzWiX9OppsCK+kzayf7uKpaeMWMf4/zqe8J+yy5Hao7Ef6DF/u5pdAHyZPHSqMvJ61cnJFVFTfIKa2AUJiOs6deTxWw6gKR7VnTJntVIDHuU4P0qmI60rlctjFQeXjtVpgVvLprpgVc8uo5UwlFwKYXPOKswLmogvFW7VcnpTuB2Pw90s6l4mty65itj5z59un64r3LdznvXB/C7TPI0a41Bl+a5k2KT/dX/wCvXe4q4LQBM0ZzS4oxVgJSkYoFLQAmKMUtGcc+lBR4/wDGi5zqGk2wH3IZHOT6kAf+gmvLN/Z8j2xXefFnU/tvi37IjReXZxLGCi85PzEE+2f85NcAzNnnDD6UEis69i34cimF+OSD9RR8h6Zz6U0j6j9aQEbEdQorsvGenx6Y+h2aeX+70qFnMZypZmdmIPcZOfxrjcZYBFJJOMV1PiuC6s9YisLyVZJrOzt4cqcgYjBI/M0AYZozQelA5FMBwOR1NISQetIDg08igY3JpQT3NBHNIwxQBIDxRlfQflTAeKdTACQe1JkClxTWFIBdxHR2H4mlFxLH92Vx/wACNRHdTTmlYCx9vu/+fiX/AL6pPtM7/emkP/AjVepIxuoshEgdz1dz/wADNU7lizcknAxyauOdiH1qjIPlJ70wLl/YNpt2tuzl90EM2cY/1kavj8N2KrjrXQ+NrqCXX40hCgW9lbwMynO5hGCfyzj8K50SNjhAR6mkBIuSfvVMEA5LZP1quJpM8Kv4U8Tf89YiR65pgeh/CJgnjNwcEtZygfmte4V4R8JpoG8bRBHAY28oCsevTgev/wBavd6ACiiigdwpAKWigQUUUUAFO7U3FOoAD0po6inHpTfegDx3Vm36zfN63D/oxFViCKWaTzrmaU9XkZvzOaacYrje7Abkk4p6jBzUePSpowetSBQ1CMpJHcDjB5xVlXDgNxyM0XqeZayA+mRVXTmzbJuOSOKe6AmvSFspM+n9aitBi0i6fcH8qTVHxZuB3pYvlt41PGEH8qfQCObJ47U63Qg5xSBSzVbVQEpAQSg4xWfMMHk1pT8CqDjOc00BmzR/MM+lQqnarsi5bOKjCe1WmBX2HPSmTR5TAFXNpP8ADTWTIPFO4GUwCMM1ctYzIy7ASzcADvUF1GVPpXWfDjTF1XxJbLIu6ODMzj129P8Ax7FPcD2vR7Eabo1nZgBTDEobH97HP65NXaKK36DuFFFFAXCiiigQUdqKPTjNAHzn48dH8cawdqjFwVIHcjjP+fWuXYAn5c1teJnD+KNVZJTMDdSfvT1f5utZJUdcD8qAKzL65/KoySO+f0qyyj0H5VC64pAejfCPwtZa1qFxql6wcWDp5duejOckM3qBjp64rC8byNN441lnJyLlkH0HA/QV2nwOMHk60v8Ay33RH/gGG/riuG8XnPjPWv8Ar9l/9CNAGLxTRwaeBSMOaYxDT1ORTKUfKc0APIpMZFO603pQAzoaeDmhlzTV4NADzkUmaXOaQ0ABNRk0/B60oTJzQBGqE8mplXFOwAKa7BVoAglbLYqJhhGPbFPwTkmhx+6b6GgRpeJfDlz4Y1CC2uZY5xcW6XCSJnBDDoc9wc1j8HruI9AK6Tx5c3M3ijyZ3JFva26ICeFBiRj+pJrmwxP8an8M0gHpleqHH1qUEE8KR+NMQA9UH4injb0+UUwLWm6hcaRqtpqMKB3tpllUZ25wehI9RxX1Bp13/aGl2l7sMf2iBJdhOdu5QcZ79a+a/DoYeIdP2C0c+coC3YBi54+avpxVWNFRFCqowFUYAA4wBQAtFFFABRRRQAUUUUAKKWm0uaAFPSq95KIbG4lPRImb8hVjtWT4jm8jw7fv/wBMiv58f1pPYDyRCTnpTyeKZGBz+lOPHFcYCAVKDgYqNelPJAGe9ICOTDAgj1rOssxzSxd88VpHketZ9xiG/SQcBuDVLsAaqT9k64zUv/LNR6qKi1EZt1A5ywHPvUgyeBwB60dAHxqd1WwABUUSDNTHgYpAVJm5qm4znvVqY5bnpVZuKYFZl5pu3gjNTEE03HtVJgRhcDrSFcipttIRxxQBSubbzEJ9BXX/AAgfZ4ivYf71sTn6MP8AGue25iI74Nb3woXb4zuR/wBOj/zWrhuB7RRRRW4BRRRQAUpGKSigApV++v1H86SlBwwI7HNAHy5q7LJrF4yjaDO+B6fMap1pppeoavqlxHYWc1w/muSEXO35j1Pb8a6C0+F/iO55lS1th/01myfyXNQ5xW7LVOUtkcQ3NQSV6PN8JdXjUkahYN7fOP8A2WuP13w3qWhyFbuJSoP3423L+PpQqkXsxypTjuj1H4J6cIdD1HUNvzT3AiU+yDJ/UivN/FZ3eMdab1vZv/QzXr/wit2g8A27Nx51xLIPpkD/ANlNeP8AidkbxbrDRkMpvJcEd/mNWZoyx0pKKTNAxTSYpRQeKAFQ8YNONR5wQaceaAF4pGFJn2oJoAUGlHNMpRQBIAc04nmow3FG7jqM0AOJqKQljinE45NMB70wDHamTcRH3p+ctSTc8c80hFb5hIwk37geQeo9ql8werV0Hj7S20vxvqMeSyzMLhTjHD84/A5H4VzwT2/WkA7zAezflSh89Bj/AD9KAh9TSmMHqTTAF3A71wCpzkECvqqwlafTrWZyS0kKMxPclRmvmPRNEuNb1q0062bbJO+0SH+EdSSPYAmvqKKPyoEj3FtqhSSMbsDGf/1UAPooooAKKKKACiiigAoo+lA680AL2rnvGcxi8NTL/wA9HRP1z/Suh4xXIePrjZptrD/z0lLf98j/AOvUS+FgcAg46c0N1pVPHvSEEnpXKAqjBzRjPWlUetBPFIBpGB0qjqcebbf3U9avMCR7VDOoeBwR2poCsoW4t0ZvmHBH1qxGmR6/WqtijpGyN2bIrRVMDpTYCouM0OcLSr3pkpwKQFV8E1E6jHFSkZ7VDJ6UwIvXigD2p20gUD3oAQjNNA5p560lO4CdOldJ8MYtnjK5cdDZt/MVzZrtfhnbA6zfzkj5YFUfif8A61XB+8B6dRRRXQAUUUUAFFFFABTXyY2wcHBwfepMUhXIpPYa3Oa0iztrCJYLaFYogSdqjGSTyT6nNbRGQCDWRbNz9Ca11+4O9eRLVu57MdIqxDKo2knsMk15d4tk3Gd35Bz19K9M1GQpavjgkYFeVeI0e9vrawi5kuJliB9ycf1rWmtTOrL3T0TwvGdD+HdkxwfIsmuOfcNJj9cV87s5llaRjlnO459TzX0P45lj0r4e6jHGwRVtxbRY46kKB+Wa+d8YxivT6HlC000tHWgBATR1pOhozg+1AA3SlU5FB5po4NADqKXrTaAFopKM0CFpR1pBSk0DGue1CjIpAMmnUwFUDNMlwZMdqkQYFQyH5iaQHo3xms/L8Q6ZeE/66z2Eemxv/sq86HGK9d+M9rv0/Q70A7lZ4cdsFQ3/ALLXka4BHNIQ7FLgUojcnhHP0U/4UpjkHVH/AO+TRdDszrPhl/yPmn8Z4k/9ANfQNeB/C1C/jy0I/gjkY/l/9evfqBDaKdRTAbQBTqKAG80oHFLRQAnSkIp1FADfwrgviBLm9s4s8LEXx6EnFegds15h43kMviORM8RxIv44yazqO0QOfH3c03knrQv3TjtSbiGrmAk6D/Gk6+lGcjmj2pAIxwKiLAkU+Q8AVGAuaYDLeJkmkLAbCF28/Wp2J7GhmAXoKYCWPUCgCZfu+lV5myDzVhvljzkVSJJyaAAtxiomzTyeeaYfamAmKcAMUnajNACleM1HjmnEmmE5PNADiAPrXZ/DZyutXUf9+3z+Tf8A164zANdV8PH2eKQp/jt5B/6Cf6VcPiQHq+KMUtFdICYoxS0UAIBRilooAKUdR9aZmjNJjW5zsHDEY5DH+da8JymfSs0rtv7jIAG8/wA60bVf3Q9+ea8lq0mezF3iihrD7Yl44Jrh/Dtn/anj+FyN0VmrTtxn5ui/qf0rs/ELbbdT6Z/lWT8O7cBdUvSvMk4iVvVQM/zNdOHjeRz4mVomX8Zb/wArQ9PsA/8Ax8TmV19VQcH/AL6NeNen1r034zzbtX0mH/nnbux/Fh/hXmXau481B7UCkBxS4HrQMGGRTMVIDxSFc0CI8kUZoZTSAc0ASA0nekFO7UDG5paKKBC0jGkpQvegByrTttNzR+FMY7PFQMM59wRUzcLUR6GgD6O1zTbPxH4NtmvI98apFcqAcc4HH60zR9C0i0jXyNMs07Z8oE/mc1b01TP4DsVXq2nRfoin+lJpT7oU+grixLd0dmFScWaRjiQAKiKM9lArJ1IoylGVWHowBrWk4B4NYN8S07EdBiuZtnXyoj8OaXZrrz3sVtFHLFERvRQvDH8u1dhmsHw2n7u5m2nLMFB9gOa3K9CivcR5td/vGLkUZFJRWplcXNLTc4pd1AgJoyKTOaKAHZoptLmgBc9q8j8RTi48Q37g/L5pA/DAr1iR/Ljdz/CpNeKyuZpZJScs5LH8Tmsaz0AacqOO9MB9RmjzOcdKM85PSsAHlsDpSAlvwpGYHoeKNwCDPNADXbnFIKhkclqVMmgCRsEU9F5FM25YYxUwG1c0AMuGwuBVX+lPmYs3Woxnr+FMBCQe1NcYAxwafjbURyT1zQA4Yx1pwUU0dMVIAdvIoAjJA4FMI9akKlu1RsGXrQAA8dK6HwRN5Xi2yJOA29D+KnH6gVzq8jANaOizeRrVhJnG24jyfbcM/pmrWjQHueaM0hIzRkV0juLmgGkyKMigLjqTNJmigQmaM0uKTFAGNfKV1ByejAH+ladqAY9vpVDU123SMO64/I//AF6uWpyM9OTXmVVaoz1qDvTRieKSVsVI/vYqXwXbi38MW5B/1zvL+bY/pUXjDI0liPXH44rX0iAW2j2UCjG2FPzxk/qTXTh1q2c+KeiR498YGz4vgHOFs0x+LNXn+MV3nxbkR/GaqrglLSMNjscscfqK4Mnk11HEBFJS5oIzQAUA0maKAAjNMIxUlNIoEMBp+abiloAKWikyKAFH0p2c0zIpQfagB3TrSim5Job2pgDHJpp5pQD3pp45oGfTHhjMng3SB/esIl/8cAqDSCFVU9OKTwBOLrwLo0mekAj/AO+CV/8AZafpKYUMf75H61xYlbHZhHuacu7BrDvyEZuudtbV220MBXP3Yaa4EQ5LkKB61zJX0OxuyudBo0XlaVDxgsCx/GrtKirGiov3VG0ewpeK9SKsjyJO8mxtFOxRimSNop2KTFAC0UnNLQAUUUooAzPEEpg8P37g4IhYA+54FeRjCjv+den+NZhH4VuRnBdkUe/zD+leVgkr/wDXrCtugE4/Gnc46j6UhYDANBY5IA4rEAGc57UyVgFPNG4fdzTXIHAWmBEvP1q0ibVznrUKfMcBatBeOaAGheeuaSQ4GM0v3Qc1XkfNICNgXapMEcZGaapZc4p/Xk8GqAjbr15pgwKkYjB4pjHjjikADrTuMdaReMA96fgdKAGClZcr2pSoQZowp7U0BWPyNUtu7LOHH8JDCmyR8ZpkTFSCD+FMD6AicTQpKv3XUOPoadiszw3dfbPDtjN3MQU+2OP6Vq10gNxRinUUwG4p2aKTFAC0UUUAZup8vB9D/SrFqc8GmXyhpoF+v9KsWyjJyK8+sv3jZ6mG/hoxvFcJl0p+OA6/zrdULGir0RRj8qzvEamTSmROpdf51Q8c6umi+E9QuN2JJEMMQ9WfI/QEmt8Psc+K3R4N4i1Rta8RX+oN0mmYqD2UcKPyArL7UdDSkcV0nIM96cDxzSEUUABHNIelLupM+1ACCjNLSGgQmRRQKDQAUUUuKAEpQaSlAA70ALTeSetO4NFABTGPpT6Yw70xnvfwlu/tPgW2j4/0e4ki/DO7/wBnNb2mKDbAj+Ik/rXnfwU1JU/tbTXY7sJcoO2B8rY9+R+Ven2cJW1H04rjxOyOzCLcrXb7nznjpWfYr5utw/KSFyx/Af44q7eRngLxzSaLGDqFxJnlFCj8Sc/yFY01eSN6rtBm5RRRXonlhRRRQAUUUUAFFFFABRRRQBxfxHlcaXZ269JJizfgMf1rz6NGVckV33xDbA08H1c/yrhmmHOVwPU8fzrmqfEBEOTzTWY4JFOxuyQRSNG7YGCf90Y/nWdwK48wnOAPrRypy2CKsC3PcP8AQkVILMOfmXP/AAKmBFC4YgKKsc59qUW5j+4oA9iaa0b552jPqD/jQBHI56Yquck5A5HvVryhnkrn6UeTx97j2AoQFUbickVIOnQ/lUphPQfhwKY0LDjv/u0AQkE54NNxmpfKcHgE/wDAacsPmdCAfQigCLbgZxSEgdalaJlH8II68HNRyRNjsfpTAQNu4zmjCg9cVGEKnPy/lSAs2elAErOg4zUaqN+QvWmlWY4OOlGWGcU1YD1P4d3PmaFLanO63mPHs3P9K7CvMvhlcsNTvbdnyJIQQM8ZB5r02uiOwBRRRVAFFFFABRTqKAKF2wF1Dn0JqxZ/NHk8kmmXwUKrkc5xT7Qfugw7muCt8Z6eHfuDL+PfA8Z68EV5F8YNYSa/0vSo5twhjM0q46OTgZ/AV7NNGHTpzXmvxC8Bz67qFtf6fsW52iKVX4DDsSe1XRlZkYiHNG542B8o5H50uOK6m/8Ahr4w04nztBu3QfxwASqfptyf0rEn0LVLXP2jTL2HHXzLZ1/mK6zgKGCfX8qQqaey+WcOdpHYmmbx2b/x4UwG49qMU7ePU0bh/eoEN5oNPOT3GPpScnuPyoAZzQc07kdVFHJ7D86AG4pKftb0H50bfYfnRYBlGaftPp+RowB1BFADATTxSED3/KgY9/yoAU9KjY4BzTiQP71RSMDng4/CgZ1vwx+0/wDCaxG3+75MgmOOiEYP9K+hFwkKJjGFArzj4S+G2stBfVJomWe+YFNw6RDofxOT+A9a9LkU9q4K0uaR6OHjyw1Mu/8A3ZjJPU0aKoC3Dj+Jqqaq7vdojAgKM1d0XcbWQkYHmdfwp0V7wsQ/cNOl20nenZruPOEwaMGiigBMGlFGaXNACGkp2aTigBDxRQeaKAOI+IIBFnucKoD5JOPSvPJdR0yAYku4QR2zk/yNbvxnuA13pdpg5ETyk56gkAf+gmvKwoxggY9KylDmdwOsk8SabGdqu8w/2EI/niqz+JoT/q7VyP8AabFc7tHTt6UhXbyKXs4gb58USD7tqPqz1GfFF6PuxQqPTBNYYfAwTRvFP2cewGs3iTVCMB4l+kYqFtb1N+t1j6KBWfvHc0FwKfLHsBafVNRbg30+PZsVA99dsctdTn/toRUZYdP4vSmkDp0P1p2QFgXdx/z8Tf8Afw0fa7kHP2ibP/XQ1WUHOAR+dPZX7DP40WQEn2y7zkXMw/4GaUX16pyLuYf8DqA7l6qaC4257UWQFxdYvwP+PuUkepzQNWvif+PlvxAqkGVuhpdjZyBxRZAXTq9+v/LfP/ARSjWb7tKv4xiqPOfmBFByfujJosgLx1e+P3pV/BBSf2tfHpKuP9wVQJYdVNJ5ik9R+FCSA9b+Djm91DU57g5mgiUJjjgnnivXsV4X8I7m5tfFjQLbyPFcQlJSB/q8chj7Z4r3TNUgDFGKM0ZpgLikxRmjNABk0ZNeOf8AC9v+pb/8nv8A7XSn47jbj/hGznnn7cPw/wCWXrSuB6rqTEW6n/a/pTrRiYgB29a8d1D42y3duUg0FIZBkqz3W9R9QEGfzFMf423a2my20SGOfKkSSXBdeMZ+UKD2454zXLVpylK6O2jWhCNme58lOcE+3So2VXUK3J6V4tF8d9QFhJHNods92Q2yVJmVAT0JTBJ9/mGfaqw+N2qm3bfpVobvJ2SK7BAD6p3OM9wOelSqU0afWKbPpjSLky2wRiN6fL9RWntBGCAfrXzLY/tAX9pb5fQYHu9pBkS4ZYyccEpgn0/i59qtp+0jqo0po28P2h1DBC3AnYRA56mPGTx/t9efaumN7anDU5W7xPomWytZhiW2hcf7UYNVX8P6NIMPpNgw97ZP8K+fYP2kNaWwnjn0Kwe7Y/uZY5HSNOB95Dktzk/eHWrFn+0nfx2ZS88OW811k/vIroxp14+Qqx+vzc+1UQe2y+CfCso+fw5pR/7dE/wrNuvhh4MuhhvDtkn/AFxTy/8A0EivI7D9pPUI7XbqHhy3uLnJIkgumiXHYbSrfzosP2ktQjttuo+HLe4n3H57e6aFcdhtKvz75/CgD0O5+Cvgyb/V2MsJ/wBid/5E1mzfAjwy2dk17H9Jf8RXMn9pfj/kUv8Aypf/AGqk/wCGlv8AqUv/ACpf/aqYGy/wC0pnATVLxE7klWP5YFRH4A6WuT/a94w9dqiso/tK5/5lL/yo/wD2qo/+GkCXy3hTI7D+0f8A7VQM02+A1kR+71O6wfXH+FIPgFa4OdWuAfoKof8ADSn/AFKX/lS/+1Uf8NKcf8in/wCVL/7VRcC1J8AlH+q1qRf96IH+orPuPgRqoOINVt3/AOukRH8ianH7SuP+ZS/8qP8A9qr23QtS/trw9puq+T5P221iufK3btm9A23OBnGcZwKAPAG+BHiTJ23mnn8XH9KafgP4o7XOnfi7f4V9I7j6UhkPTbQB80y/ArxTGpJuNOb2Ejf4U7QfhHdwa0ja8bZraL5vJjcnzG7Bj2HrX0JqOofZkAVAZHBxmuWecPKQCSxO4n3rCtV5VZHVQo82rJoNkcaxooVVGAAMADtTZ5ADgHnvSxLhST9ar3BUofyrkO2xj6m++dXUdRzzzkVt2sQhtokHZRn69a5uVttzGS2fNf5V9B611Xc11YddTjxT1sLikpc03NdJxi0UmaM0ALRSZozQAtFFFABRj3opc0AeXfE7Qm1DW7WfzyB9m2bemPnJrhX8NwqvzC4J/vLgivTvHTf8TOAZ+7CBj6sa5QzqvLH9aAOXXQIlB2QzS56l+AKT+xYwcKikjrgVvzX5OAhOKZHqKk4dcH17UgMFtHxy0JxUZ0eI9Y66vz4ZF4IpSkbZwB+VAHJ/2HA3RaY+hRjmupaJeuKiMa4PApAYd1pdmv3Bl+hwOlVG0VcE7T+ddC0TzyRx+WETOSfWrM8a/Ko6Y7d6AONm0mMd2B+tVjpYHSVs12ktorHpVdtOQn7pOKLAcqumjqZjU8djD90sDn1rov7NAHyrn2NH2KZfuoooA56TQoZTiKUxP6EZFMHh26Un98nsQa6ePT5mBMpz7cYqddOjAO+JQPUOR/WgDGS0kZAslspfHJ4pj6egH7yZIj/dUZNbjW1sucW5Yju7kj+dKDs+5FHGP9lQKYGMmiQzAMLeaVf7zvtWpP7KtYWB2Rlh0CDOK03kzw0hJqu2D0P1NAHReC7hbPxRFdyvhZgYXI4HzdP1H616/wAjg9Rwa8DhnMcilTgjqRXs/h/Uf7T0S3nLbnA2OT13D/62KANWim5ozTAdRTc06gD47oooqQCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+2vAo/4t94b/7BVr/6KWviWvtnwMD/AMK+8N/9gq1/9FLQB0PA6mmO6BTyKCvvWTrly1pYN5ePNkOxf60N2Vy4R5pJGTqdybq5kZMBeEQ+3euastXhuNentIfn8lFDFegJ7Va1K8mhtEghGbmZvLjU9iepPsBk/hVTRbOO3uRHGMCNfmfHLnuT75zXE1zXkz1Y2haBvB+Mc5rOun3MUVsknipL7UYrNG3N8q+lZlnMl6klznKA8HNSU46XIMB9Vt4/RwP1rqK5nTUR9Uj/ANkkj8Oa6auqhszzsU/eCm4p1FbnMNop1FADaUUtFAAKKTvS0AFFFBIClj0HJ/DrQB5n4xuRNr8yjpGFT8hz+tcu7HJyOK0tTmNzfXE55LuSPpWccnrQAitAww+Aaa9lCy5Rhmo5o1I5wKphnjY7W+WpAtGzkjwVpyPKh5yMVWW/devNSC+DDBFAFtZs/eNRyTKDgHg1Ue43dRVeSUEcZoA2d6RlW74700yRli3OR0zWY02UX6UC4wGUE/hRcDUkl+brz71H9rC596oPc7nzgjPrS7lYii7Auf2kqcbQaadXX+4KqiIseFFSLajqVGKYA+ryH7qgfQVA17dS8Dd+Aq2tqh6KMVOINuMKKAM0faZD82anjcIDvyTireGU9BxTWaLoU60AVmkJOETr3pjREgEk4qxuQnC8CmshHPWgCNUUfwjPbNd98PdTWKaXT5MgTHMeexA6fln9K4QZLZFaOkag2natb3WcBHDN9O9MD23FGKSN1kjWRG3KwDAjoR/k06gBOlAPtS4zRg+goA//2Q==", "path": "001784.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001785
Men Tshirts
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"path": "001785.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001786
Men Tshirts
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", "path": "001786.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001787
Men Tshirts
{ "bytes": 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", "path": "001787.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001788
Men Tshirts
{ "bytes": 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", "path": "001788.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001789
Men Tshirts
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", "path": "001789.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001790
Men Tshirts
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", "path": "001790.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001791
Men Tshirts
{ "bytes": 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", "path": "001791.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001792
Men Tshirts
{ "bytes": 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", "path": "001792.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001793
Men Tshirts
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", "path": "001793.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001794
Men Tshirts
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", "path": "001794.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001795
Men Tshirts
{ "bytes": 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", "path": "001795.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001796
Men Tshirts
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"path": "001796.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001797
Men Tshirts
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", "path": "001797.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001798
Men Tshirts
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xya07iAyyc5wOtUpjztFQy0Y16M7gB7VNoWgnVL5d6/uYiHlPt2H4n+ta2n+HbvVZwyoY7cfemccfh6mu5stMt9OtRb26YQHLE9WPqfetadO7uzKpVSVluZiw3FpJ51vI8bZz8p4P1Het6w1WO4RUnKxz9MdAx9v8KrSxAjGKgktEkQqy8EYrpaucp01Fc9ZXtxZHyZ90kQ6Meo/Gt2GaOdN8bZFQ1YCSiiikAUUUUAFFFFABRRRQAV5z4kuriPXriGzG67uGCRE9IwB8zn6DOPc16LXlV6b268S6mbWIu4Q2e9SMxKDudhnjcScAf7NCGlc8r1PSVv8AxgdKtJHmiWXG9jwXx8znPQdST7VgajgloEIIikKb15BxkcetdRYxW1vLe3t5I0cUaMvlKeZGJwFJ9OOfWubuY99y7GPySWG2I9sgHJ/wpG5RtWU3ah8FEBznvXfSaHDf/DySaNlEkBEw4+9xjHHUngVw8VgWl2RK5djuUtwMdx9c1r6Zr91orz2RJ8uVSoV/+WUh43c9Op57ZoW4nexx93E3EnbFdP8ADa6Mfi6KIfdmgdG/DkVz80bTXXlRsGVn2naCR/vD2rsvhvocias+oSD5RlIjjHHc1FTSDuVTTc1Y9VaAqd8bFW9RUTzXirw4b6itVIsr+lM8gHKkYriTZ36HNXl1dEEO2PoK5TUpnOQK7zUrTCHA7Vylzp5lc4FVFkyOCvU+Z3foBWZLcbfIcp88Zx9R2rq9W07DBG4UEk++K5S8wwDR/efP4V0QZzTQl1N5sSjIwT19zTtMtcs5kOyJT8xNUCSz+X1GKvFidECg7STgn8a1Meol3qW+RUtvkiQ8EHlj6/SrNnql4sgVpmKbiygfeyRgnPXB9Kx0TYVY/wAVXrTbsbcSX3YU+nHSmJbnrPwo0G11HxJJqWoIki2sfETKNqSE/KcfSvoOvkrwvqtxBOSdQvLUOQrNbyhCcdM5Br1fTtR1mxX7Xaa7fXIAy1rdlZAwAzgNjg1SV0RJanr1FZuiarDrOlQXsLoyyD+HpmtKkQFFFFABRRRQAUUUUAFFFFABRRRQAUUUyRtiFh1oAZI+47R0HWm4FNTt7mn1QC4ypFRpyg9uKkFMHEjDseRQAvvRjnNKaKAFHIprrkU4UGgCIAilxTiKSgAGR0pwf1puKKAH5zVObTbKdiZLaMk9SBtP6VYo3HPWlYabWxR/sPT8Y8g4/wB80yHQ9Mt33pZx7/7z/N/OtPJqGTJNCiuw+aXcCRjA5xUDZPQ804ZzzT9oIqiSDPqKNy+lSlKYUpgNIDDBGR6UxUMLh4G2n07U/ZR0oAuQ3auAsuEfpz0NW6xXAdSCKkt7xrciOU7o+zdxUuPYDWopoIZQQQQehFOqQCiiigAooooAK83vZDYHVjFJI16LyRmiRMls4KtnovykcnivSK4XxXp2mJczarcoZh5f76Ik7cr0YL0J7c+gpoaPEoFNxezTSIREMHdgsIstjfgdcZP41Jff2VBJCLFWuHWXzZWb04ABJ59SfrXX2Kf2fcQ6l9iYWrwqkqyRbsoQATjHXIDD8alv/A9vMrXemSr9nmG/JzhhnOQKajoat3Zz08IvrWwjawjimWIh5IpAxK5yAy4wfbJrLvvB2oaxe+YUMTHCoBk8DoTnp9K9V0zwytqik4DMNxOP0rpLHTIYSDtyx6k9qrl7kuR5lZfDGPTPDl9Ow33RixuI525G7H4ZrY0TSUskCqoAHSvUkhXbtKgqRggjisW40E28mbZd0Ofu919vcVzYiDlqjWhUSumZiR4UUnl/MavvDhMY5qIxHGcciuNqx1qRl3luHTisk6eAGYjiumkgMgqGexZbdm2khRk4GaLN7FcyPJvFcW25VQQqnIOf5CuKuLRVUdAx9f4RXpPjHR7izEF5eBEeYJ5MWeR1yMevTJrzTUZlNwI1buRn8OTXXTi0tTmqSTd0YE5Md0QO2RVlbgSWLx9Cx5+oqEp5s0jZ7+lIRsTAHIOTWhzjg7PahOySZz9avW4QgbcgljnPsKq2482J2Uj5lKkdweuafb7za7lBJGeAPXr+NMDc8P3VutwkZkUtKQrRt6GvdfDenJZ6PLdTfNDDGQc9TjP/ANavCb7w2lpFpdxaTiWa7y4WM5wBjn25r6U0nT2fR7G3AO3YjTcdT1wfbNaR0E9hfB+hCw0KAS5Em3JUHgEnJ/n+ldAGngYnJdPQ1YjTy4goGAKUrkUXM2EVzHIuc7T3B7VPWZcxkW7ovBNWbOdZogBwyjDCpa6gWqKKKQBRRRQAUUUUAFFFFABVe4bon4mrFU5DulpoBRwimpD1pqjKD8qcOV96YCg01x8ymlHWlNACHrRSDlqfigBOgpKU0lABSUtIKADFI3ApcgEDIyegzya8r1P4rNo3xFv/AA39iOoRbEW38qVEZZtgLKzMQoX1JOQQetAHd+Jry90/wxqN5pzW63cMBeNrl9sakdSxyMADJ61598FPEGua7p+o/wBqalDfQQyfu2aUvOjEnhs/wEDI/Gs74heKPEb+Fbq11SPw1pdrf2z+VbyXj3FxMowfkKDZnpgnjNcD8Jdb1PSdQvRpl9oME9yYoRFqryKZjliAhTgHPUn1FK4H1R0FMPJrx/xn8V9e8MabJZTaPZwasWMYmhvkuIozjJJQYZWwRgMMc98Yr0vw3q0eteG9M1JZY5PtNtG7MrAjeVG4cdwc5HtTA02XBzSVKRkVHjimAcGkIpDx0oVs0ABWmFM1IeBml4IoArFccUwpk461aZc1GE+bmncCOzuhFdC0bo4LIc9CO1bFcjLKRetcg4EUwUH8ea66pktQCiiipAKQnAyaWopTnC/iaAI5szKUBYKfTvWPL4bs55S8qF+c/O5b9DxW2opMmqTsFyqLOCFMBARjHPNc6tubeWa0QHyNzGMdlQ4yB+NdSy7uvNV3s1Lbu+MD2qkxp2MuKOSTGOPSr8Vu6gZIqzHbBV4GKmCYochDYzgYOT74qUHPTmk2ijb6VLASSGKYESRq31FQmwtj/wAswPoTU+SKXcfSpcU9xqTWzIVs7deRGpx681DqbeTpsxVQTj5V6ZOatljWF4hupFsJimAEVhk/3iMD9aaVh3bep5b8Xrhbe7t4d4e6C53enbHsK8YuJDDIFYkuuQB/tHua9D+IsufEssM0jSzKi5J6A+n61wn2IJNJI68KdxOe1Q92b9EikIjH8xBx0FVHbD5PTPIroJyhsvkj/ck5EjDBLY5wPSsRoQw3vkEjgetMhliERxSJKrcHkqaevFussAIKzYZc9e4NVf4QAmMeh7VpW1rNZyR3LwmeBRvljU9B7n6UAenfD3w/Hq91Jq7wgK58qKPHCg8fn1Ne9xRLCoVRhQMD6dq8o+E08f8AZgAbIUnYD6euPWvWVcEdc1fQie5IBnig9KFNNJoIIphlTWeJTa3IkUZHRh6ir8jcGs+dck1SA2o3WSNXU5VhkGn1labOUc27ng8p/UVq1DVmAUUUUgCiiigAooooAa5wtVG+/ViQ5bHpVd/vZqkBInQj8aUH5vrUanDA9jTm/XqKAH96M8Gmhuhp3G7nvQAKKUmgnFNzQAtITSE0g5NAC9acBQFpSaAPNfjNb6pH4Ut9a0i4uILvSrkTb4M7hGylGPHYZBPbGa+d9T0+9vmt737MtraNADkE4QK4SQnPzE7m3HOThs9K+zZoY7iN4pUDxupV0YZDAjBB/Cvk/wAZ6fr+i65f+EIYZ5LBZzNbIsQd5IjgIdwBJGFUH/cGelJgWLnwnc33h3RRdXZWKz1C60+4mALLFEuJQ4z/AA4LkfUVm/D/AMJ/8JBrOiyRTswOo7LpFX/UxookDE/7WHA91qC38MfEG900WUOl6+9h2gaOQR/98nipLXwV8QdHmNxZ6LrdrJtwXt0ZSR6ZXtSAzbzSNT1C9N5u8+8vM3DR8+Zl5ti5H95mOQPQg16H8KI9U1X4jwyPHIllpsTyTGIN5UkxQxiQjO3c/qByF+prgLdfFvhvUjqn2TUrW7B5muLVmyfU71IPIFfTfw38P3GgeDrZb+LZqd2Tc3mcZ3nhRxwAFCjA4HNMDsl6UjClU8Ujg0wI8VFnY3tUxqOT1pgSEArmolOGIp0LcFT2qGI5Vx/EGNAE6HLH1pl24gtpJT2GadCMsTVbWDmGKAdZHGfoKOoGNcgw6bCD9+R95/nXXodyKT3ANchq77rkRKeIk2/jXXRDEa/7ookBJRRRUAFVBJvkJ/Kp5m2xMfaqCHFVFAXVOQaM1HE2TUmKADPtSdadRnHagBMGlwe9JmigBaKKQsAQCQCegz1pALXJ/EPxDf8Ahnwbeapptr59xGMAnG2IEH5yD1AwOO+a53UvirDpfxAv/DLWT3rIifZ2t5Y1/ebNzo5dgoA65J4wRXHfFvxPq9/4cOnapa6Tpod47hbRdRM10y5wGwo2Y59T0yM4pAeq+Add1HxJ4Ps9S1O0W2uJVxlGBWUYH7xcdAcnjtirWpESstueUz5r/QdB+J/lXj/wk8T61Y+GRp+mw6PqARpbhrWTUTDcquRuOCpUDv175NaZ+KyXXja30Z7NLG3kDtdyzTRynfsLIqMhK7OnIOTntVJjRwfjSU3Hie6YsSd+1SR/dH+JrPeN7nUYbJIC7HBMSnqQOMn0zzVjXyJdamdFKq8hlJPUBux+mKW206/Mb60okRkUytt4KxHgH6VHU6GZmqowumhklDGE4O0YXPsPQU17NILJklj3TSAFMdQOuaW+CrrLY+aBpg2c54I9fSustdNm8qymMYYI/wBnZT1zkOD9OlFriOXu/Dj2lrZSMWDXDZb/AGRu2/zro9KtWtriR5G326Iy/P0Py8jP0rqvFmkgafAYvmWKEI+ByeQcgd8Nz+JqjZ6c+r2qKkflW2TI2MFmHUn2HbnqabVmNbGr8MIzEEjUHaU3HPUYIwfxya9nhA8sGuP0DQU06yS4QAXTYZh2C9k/AfrXWROWjBxjI71SWhjUab0Jshcn2qLflc05zhD9DUMZzGaaIJF+YVXmi61ZhHyClZdxIxRcDJZWVwy8MDkH0rcglE0KSD+IVnyQHaTTrGZUle0J/eAeYB7Hj+dEtgNOiiioAKKKKACg8CikIyMUAQkZNMcc+1TbCKjbnkfpVARgclD0PSncsNp+8KUgMMGgqSAQfmHegCBtwyMUGYMgz64NTEBxyMGqN4rxRtKmCV5OfamtQLqninVDbytNFG+woWUMVbqPapxSAbt3GpAoAozik70AKTSUUUAIJI1kWMuodhwpYZP0FIXi84pvTzduSu4bsfzxXkPxM12Pw58UfCmpyQyT/Z7S52QxjLSOwKoo+rECrvwuit9W0HWPFt3ObrXr95o7xnXBtgvSFR2GMH8vSpA9ON/aEc3UB/7ar/jSvcQREB5okJGRlwOK+bPh1pfgrV9N0+x1jw3q93qNzO0RvIlkEABbC5YMAMDrxXQ/Ea30KH4q6Xbazpd5f6bHo4QW1mGaTIZgp4IOB9aYHuP2mFkZxPGUXqfMBA+vNNWWKUny5Y3x12MGx+VeO+JNG8PWHwQ1q/0DS7vTob5omeK7LiTKShRkMTjv+dczap4fl1Pwz/wr+x1OLXBdQteSqsqxeXgeZu3HGM/hjPtQB9GL1px6U3jccdO1O7UwI+9MkGRinE8mmE8UwIg2x6iB8u7K5wGFOl6VBcNiQN3zTA04Bxms29mU6nvY/JBHk/XrV8TCO1MpPG3dXOXMrSBhnljuc/yFJARQI15qC7uryAn867euW0uEJe2wb7zsW/AA11NKQBRRRUgV7vmMKO5qsiE1bmAJX2qMADFWnoA1VIINS5xUMsywoSfwp4OQD60gH5pc00HmlFAC9aXFFFABXC/FrTdRvvBEt1pD3Cajps6XsBt2If5chsY/2WY/hXdUEcUgPjC70m61H7LqNz5NnZyKiNIQSsZDKrk9STl1c5OSHyM1sa94akHhrRtW1G4kTGmzRMWwf3kUrJEgPcFSuMdhmt/xr8MPGR8RXem6LZT3GiSTm5tkSYCKMN2O4jBXp9MVRh+A/ji4jUSCwhA6LLd5x/3yCKQFDw94ZMnhrWda0+4llUaWkQxxieWUJIhx0AUMeezA1hxaLcWC3F/a+Xf2Kb03bDslG4ouR7lWYDOQFzXVT/Abxxbq3ljT5Qeoju8Z/wC+gKn8N/DbxhpmoiHW7ee00GAm7vEa4DQTCMZ2lVbBJ6c0AZnhHRLjVbmGC5aVpbhjJMWbLbfX9BXr3hPTUvvCyWzoGlj/AHbEj7w+6R9COKxvAelzi+k1CZAsk2SMj1wf616TDaLpcRFnEPtEpIjXsXPc+w6mqitLm0tNDwbVfBl9pryXKWctxp3mSRFoxltoYjI+mKoafq95pzKqyLcRAYRX4wB09wa+moNNihtoIB8yQJs3EdfU/ieaz7nwZol1K0kljCHb7zKgGaVuwlUXU4vQfFVvrMllH5LLdTuVddv3MDJP0461f0jQIhcyT25aI+czOVOVK5yikd/71b1t4W0jSbprixtwtwy7dqc5/Dt9a0bDTWsrYIxyzMZH5zyf8OB+FVvuHMuhNaI6gbwp9xV1cL9DQqgL0pHHc0GQ2ZgUNRRfdx6imyPnimxthQPQ4p2AuR/dp6imRjCjNSFlVSzMFUDJJOAKkBH2hSzEBQMknoBXER+IY5PFcdzG3+ij9yD6qe/580eJ/ERu42s7JsQHh3/56ew9v51yifJ17Vzzq62R2UqHuty6ntVFZHh/UP7R0mGYnLgbH/3hWt1rY5GrOzFooooEFFFFAFa4lEFtLKeiIW/IVwmmTXFqN1vcSx5OSucqT9DxXX6/N5OiXTZwSu0ficVx9rwvauetJpqx14aCcXc6W210HC3UWw/89E5X8R1H61rxSJKm+J1dD3U5FccRxxUkMskB3RuyN6qcUQrv7QToL7J17etVLlv3ZHrWMuuXMQG9Y5R7jafzFZmu+KxHpdyq2j+c6GNCJBgFuAenvW8asWYOjNdDo9IupbrTop5U2u5bGO6hiFP4jBrSBzWfpcqvplphdpEKAj0OKvCtGZklFIDS0gCiikNAHFa94TvNV+I3hrX1Fs1npiSiZZG+fcQdpUYwcHB6jFQaZ4O1TQvHet3+mvb/ANg6zCXngaQh4rjB+ZRjBBJPf+L2rt0uIZJGjSaNnX7yq4JH1Hapt6qpLEKB1JOBSA8i8K+G/il4Q0OLSdOHhl4I3d1M8krNljk9AO9X9f8ADHjeTxppvijRzo32yHTFtZ1uZHCeYcl9oAzjnjmvT1dXXcjBh6g5podGJCupK9QCCRQB5tq+g+PPFXgfWtI1z+w0urjyfshtHcLw+X3kg9gMYrvtNt3s9LtLaQjfDBHG+08ZVQD/ACq2zqgyzBR6scUwMrAFWDA9CDnNAAOtP7VEskbkhXRiOoDAmpR0pgV2OGNRs+Dg0+Q4Y1A3JpgNkcE4J9aqTtuAb0pZmKyYJqrJOFxnpjmqAn1C8H2eGBOpGSPaqsEYb55DhF5NVA7Ty4XknqamkLOohjPyD7zetAFnTrjztdhc8AkhR6DBrra4Wxcx6lA6dFkA/pXdVEgCiiipAjlHQ1WlfYCabqV19h06e52B/LXO0nGeaxZdesriAOJljJ6o/BFNNXsNRbV0TTTGSXGeK04JN0aewrn4biOb54pFkX1U5/lWpYS5UrnpWrWgjUFLTVPFOrMB1FJzS0AKOKytS8Q6fpOp6Zp91I6z6nK0VsFQkMwGTk9q1Oa8q+La6o/iHwXHozpHqD3cyQySfdRigG4/QEn8KQHbQ+L9HuL/AFe0hlllbSIy95IsRMceBkru6FsA8D0NYlj8WfC+o3NvDbPqDtcOqRt9hk2kk4HOMY965nwTN/Zvgjxb4TvIkj1bSlujcMBzcq6MVmOeuemfTbV34U/2/F4Y0SS51vTG0n7MQlkItswznaC+fX2pAbeqfFPw1peo3emzSXz3NpJ5cyxWTuA3pkDFY/i/4heH30a1sllu2/tZFbZHbMZFh3fPkdQcDGPfNZWhx+IX8f8Ajc6JrWnadGNRTzlvIfML/KcbeRjvVvx0mqXHxX8Lt4eex+3tY3Jje6yYiOc5K89M4p3GnY6HwXqejeIbSS40q4Eggfy5YzGUeM8nBU8j2+lddFahW8xjukPVj/CPQVyngfwjqOgX+savrN3bT6lqsiPKtohWKMKCABnknmu1FO4NtgFCjAHFL2pc8UnFIQm0AcACmkZp9NNMBpqCV8CpHbAqjPJz3ppARSSHnFJbSlpPm9AaryqZVZMkKykEg81bmtDYWS3DSO5jQGTjJ9zxVN2AvGeOGF5ZXCxqMsx7CuL1nWp9TJjj3R2wPCd29z/hTdQ1k6i4iTK2yHIB/jPqf8KrnaV5FcNatd8sTvoUOX3pbmZKpC89aqSZB9q1JV3A8VRkQ4xXOmdVjo/BGo+TfPZyNhZxlf8AeH/1s16D3rxeKZ7O6jmjYh0YMp9CK9c0+8W/sILqP7sqBseh7iuylK6sefiYcsubuXaKKK1OYKKKKAOd8XuRpCIP45lH5ZP9K5qA4UCuh8Z7vsFtj7vnjP5GuaiPSuOv8R6GGX7s0QeAacDxnvUUZyop56Hms0W0QTHA4rHuLc3l7aQD+O4XP0GW/pWrK3BpmkxeZr9iMcBpG/JP/r1rSV5ImppBnZQRCONQOOKsigrhsUoFdp5woznrThTQKUUAL3rzT4z69qGl+G7HTNLmaC51e7FqZVOCqY5APbJIH0zXpdeY/GvRb++8N2Oq6bC082k3YuXjVSTsxycDrggZ9s+lJgUZ/glZ2KWFz4b1a507V7WRWa9di4kx947RjBz2zjGQav8AxjvZx4TsNAhfdea3exWvyDG5QQWIHpnb+dUbv44adeW9nD4a0661HWLl1X7C8ZUJn7wLDqewxx3NZXieLXfGfxcs9P0m6t7G80KyWd5XHmpDM2Cw6cnLKBx2oA2vg3JJomo+J/BdxKXfS70yQFurRtxn6cKf+BVD8LP+Sn/ET/r8/wDaklY1tbeIPBPxm0a/8Q6nb3z65G1pJcQx+Wp6KoIwBkEJVPw1420bwT8S/HMmsNcKLq+ZY/Ji38rI5OfTqKAO3+O2P+FbSZ6fbYM4+prD8Aa+/hLwJ4r0y9f/AEjw7LK0YburjKfm/wD6FTPiZ4u0rxn8JLq+0lpzDFqUMLedHsO7r0+hFYvxI0S9PxDtNNtMi28Vw2sc+B1aN13H8AAfxNAE3wT06bTvHV8l0WM8+kR3Mm7qDIyv/IivfBXmHh6JIPj54kijAWOPSoEQegAjA/SvT6AKsxwxNVhKNwGevFWLo4rKkl2MG9DmrQCX8u2Y47DFZM0yklSRgdabfahEk6JJKizTE+WjMAW+lSWsW913hcjnHWmBPaxuy9NufTtUtwvlRbVwOMVfjQ4GAePSub8Q67baYTHkS3J58oHp9fQUm0ldjSbdka1hbPPdIkQwAQxPYY5rsa5PwHfyajoTzzbfN+0OG2jA7Y/Sur7VDlfUGrOwtFFFIRh+KX8vQ7j/AG9q/rXnTjzI9prufGkuzSYk/vzD9Aa4hRlc1zVnqd2GXuXM3yJIJ/MhkeJvVCRW7pHiO5tLuJLt/NhLBWdh8wHrx1rPmUAVQMjpMjRnDqwK/XPFTCck9DSpCMlqeyQzpIBtNTiq9sXa3jMoAk2jeB03d6sgV3M80UdKUUYpQaQB1rOvtF0/Ur+xvLy1WW4sHMltISQY2IwSMH+dM8Qa3Z+HNBvNYviRb2sZdgvVj0Cj3JwPxrzkfEnxlb6fa+ILzwen9gXLrtEE5e5VGOFbb3z24GeOmaQHf3HhjRrnVZtUlsUa9ntjayyhmBeIjBUgHB4/GsaH4UeCLeWOeLw/AskbB0bzH4IOQfvVJ438YyeFfC8OpWlmLq8upooLW3kyvmM/OCOoOM8etO8F+MG8U+Cf7ae3SC6jMyT26sSEdM8c88jB/GgBb/4aeD9W1Ce+v9Dgnurhy8sjO4LN68NV+y8JaFp82nT2umxxS6bE8NoQzfukbO4DJ5zk9fWqHw68WXHjXwomsXNrFbSNM8XlxMSuFI55rnPHXxQu/B3i610tdNinsmgjnuJmdg6Iz7WIA444/OgD0+iuB+JnxCl8DWWntY2cV7dXjOwR2IAiRdzNx9R+tdXoN++r+HtN1KSNY5Lu1jnZFOQpZQSBn60AadFFITTAM+tNYnsKXNRuSF4NAEM0kgzwPwqhLM7E4FWzG0h+Z8Cq08iIPLi/FqsCGJGknRf7zAV0ZAIwelYmnR7rrceiKT+NblRLcbPOfEWj/wBl3ouIFxayngD+Bu4/wqjC+5etejajYx6jYyW0o4ccH0PY15r5clneS20wxJG20iuKtCzujvw1XmXKyaQY96puoAJ71bZgwqrKSr1znWjPuFyOK7PwFqm+GbTpG+Zf3kefTuP5H8a42dj2qTSNQbTNVt7sdEf5wO6nqPyralKzMa8OaFj2iio0dZEV1OVYZB9RUldp5QUUUUAcz4y/5BkP/Xcf+gmuXgORXUeNP+QXB/13H8jXLWwyoHeuOv8AEejhf4ZoxcjtUjdKbGMAU9gMGs0XIpSj5ck1b8PR7tciP92GRv1UVVl9K0vDC7tVnb/nnbgf99Of/ia2or3jKs/cZ1LfeHvRQ/Y+9LXYcAUUUYoAUUHrS9BSCgCCOztYJDJDbQxyN1dI1Un8QKf5SKxkWNQzdWCjJ+pqQ+g614TqXibVl8fy+K4725/4R+y1uPSHtg58srsKu+Oh55+pFID3QxJJtLxq205BZQcU1rS3dizW8RJOSTGDn9K8f+KWs69pHjzR7jRZ5iLSxkvJbVZCEmRHO8Mo4Py5ratPEg1z4q+HLiwu5zpd7okk4hDnYW3N95em4Yx+FAHo5toRGUEEYTOSvljGfXGKVo0LKzKpZfukqMj6eleI+EvDereLodf1CPxbrdje22pz29ssdyTEMHK5U845xweld38MPEt34n8JCfUdrX1pcSWk8gGBIy4IbA7kEZ9xQB2QjQOZAihyMFgoyfxp1L1pKYFO+HyA1zWo3i21vNM2SqKWIHfAzXR6pkWbkHBAzXD6kftVtcRj7vlsB7nBqug0jzabULjVblry5OZHPC9kHYD6V0Gk6jqMSgJeThew3Z/nXMWq/vgnSup0+LCj1rinJpnfGKasa0+o38sJEl5O3HTeR/KuWnADn+ddHKoEZ+lc/dDBNZ8zb1NOVLY9N+GBJ0G6/wCvk/8AoIrua4v4aRbPDjyYx5lwxz64AFdpXXHZHnVPiYUUUVRByXjpsWVr/wBdT/KuMjPFdT4+lwllGDzl2P6CuQjf5eetclb4j0MP/DEuGxWcWJkyDyKuXL5U1SgUvcKo6k4FTBamstj2awk86zhlPV41Y49xV0VQsoDZ28NsTny41GT34q8DXeeUx4pelNzRmkB558breW4+FmpeUpby5IZHx/dDjJrXsvFmh6Z4E0zWbq+hi0828KiQHPJUDaAOcg9R2wfSuluraG7tpba5iSWCVCkkbjKspGCCPSuEtvg14KtdRW7XTZZFR96W8twzRKf909foSaLAcx8RPEiXfxC8Lw2lheavZ6dENUkgsYi7uW/1ZxjoMKeezVD8NdY8vxD4z0Z7G609LtH1K2trxNkiAghgR/wJfwFeqWXhjS7LxHfa/BC41G9jWOaRpCRtXGAB0A+UdPSm3fhPSL7xJFr80D/2jHbtbCRZCA0bAggjofvGiwHFfAi4hi+GcSyTRo32ubhnAPUVl+ONIXX/AIp3WlqA7XPheURHr84YlT+YFb//AAozwH/0Dbj/AMC3/wAa6iz8I6PYaxZ6rbwOt1Z2S2ELGQkCEdBjufeiwHhEGpTeMfD+rapcKzJoPhhbH5x/y3c4ZvrtU1734MP/ABQ2gf8AYOg/9FiqVt4F8P2ekatpUFmyWmrSNJdqJDli3XB7D0AresLODTdOtrG1UrBbRLDGpOSFUYHPfgUWAtUxjSk1E7cHmmAu7ioXemtJ70wuKqwDJZCFIGOe9UW64qw53Ek1WNMDU0hcJK/qQP8AP51qVT05Nlonq2WNXKze4CVxvjLTD8uowryuElx6dj/SuyqC4gjubeSCVd0cilWHsaiS5lYuE3CV0eWxSblpk3NLe2z6bqE1nIcmNsA+o7H8qYTv61wSVnY9aLuroozcHNUycEir1ytZzffPrSiy2tD1TwVqY1DREjZsy2x8tvp/Cfy4/CunryjwVqZ0/Xkjc4huf3Tex/hP58fjXqwrvpy5onkV4cs2OoooqzI5jxt/yCYf+u4/ka5myBIBrpPGrf6BbJ/enz+SmsKxjxGBXJX+I9DDfwy0PlGKR3yO9OlGBVKSXHU1kjRq498da3PDFv5ZuJjnMyowz/d+bH+P41z1vG+o3sVpEcGQ4JH8K9z+VdvaQLBdXCoMIojRR6AL/wDXrqoLqc2IlpylqT7tC8ih/u01DxXQcg7vTqb3zRnmgBTRmkooApavNdwaNeS2MDT3aQO0ESYy74O0DPHXFeORfCTWG+HUlvNreppqEsTXT6XvTyDcfeAPvkDnPWvbzTcc0Aeb6bo+v33jDwlq+qaXJGtto0ltfmQqQspBGCM8568etUfDngLU/DfxeWe2hd/DscExtZNwxB5nJixnPDZ/AivWh9KdSsB4x4cHj7wrDrdhp3g1rl73UZrmC6mu40RAxwCVzk9M9RXcfDvwpN4Q8Lx2N1Kkt9NM9zcun3fMbHA9QAAM/WutJFJigLCikPWlHtSGmBS1AbraQeqmuHC8MvsRXc3vMLfSuL24ncejGmNHl8abNTkX0aursB8oNc3cr5eu3I9JCP1rpLE4Ue9cU1qehB6Fyb/VmuevRiujkGVrBv0z07VmtzR6o9W8BxeX4PsuMb97fXLGun71zvgchvB+nYOcIw/8eNdF3rtWx5kviYtFFFMk838dzFtZSPPEcK/qSa5oE7eK2fFhebxHdDHIKqB7BRWO9vIoJwa4asvePUoRtBFW4fip/DsX2rXbOLrumX+ef6VQuWdVJINbXw/ZH8U25fHAbb9dpqqWrCtpFnrN0uNso7cGhGyKnkQPGynoRVGBiEG7qOK7lseWWwDS80iOGFP4oAbmkp+KqX0s1tYXE9vC080cTPHEvV2AJCj6nAoA8yk8eaynxPEPnw/8IqNSGkEeWu77R5Wc7sZ+/wAdaNd+IGpeHfiv/Z13IjeHFihW4PljMDSDAkLdcbsZ7YNYLfDHxc3gAzf2xMNQM39p/wBk/Zo8fad2f9ZnO7H+FdNF4XuvEPi/WrjW9Lli0/VdDt4HLEfLNwWUc/eU8/UUgF1HxjrVvb/EV4rlAdEMX2A+Up8vcmTnj5ufXNZz+KPGnhjR9H8S61qNlqmj3phFxElqIZYBIMggjg4/z1rP0fwX4ptPB/jzTtQtZbq9u0ihtJQR/pSopUMOfQL1q1c6X4r8Y+HtE8KXHhuXSNPtfI+2XlzcIxZYgBhFXnJ/woA9j+nNITTsYHA49KaaYDGaonBI4qR1zTCDTQFc5ppGanI9RSbR64qrgVJBiMn1qseauXO0YGc1UAy4HqcCgDooV2wRr6KKkpBwAKWsgCiiigDhvHVhjydRRRx+6k/of5iuUifOMV6dr8MdxoN8kpAXyWbJ7EDI/UV5NbFiwPOK5MRGzuejhJXjbsWbjlSKzHX5umK2XiJQnB4GeRWZKg31zJnZ0IkdomWVThkIYY9RzXt9rMLi0hmGP3iK/HuM14jIMIfpXtGlKV0izUjBECA/98iuzDvc8/GLZl+iiiug4jl/GSFrS0bjAmx+amsu1UBRxW14vZV0yEnGfPXH5GsW1YFBXJW+M7qD/dkk4+Q1iXmTwDyTWzNyMdqx7wYbI9c1nY2TL3hTMfiJFbktC+P0ruioFw5HcA1w2hsI/EVlJz8xZPzU13Tn/ST/ALorro/CcWI+MVulRKcGpj0qEjmtjAdmlzTRS4oAdXn8V9dad8V7ixmuZntb+38yGJ3JVGAzwDwOVb869Arzj4lBtNvtF1+JDugmMb47qeQP0b86wru0VLs0d+XxVSq6bXxJpetrr8TOtfE92/xSk/0mY6ZJM9okZc+XuVQOB0zux+dbVlfXeq/FS7jS5m+w2EAUxq5CM+AOR0Jyx/KuROnS23gGx10g+ct+Lx2xztZtv9Afxrd8C3DWOga74mnGBcSySDPdVycf99Nj8KxjKTklL1+Vj1q9KmqcpxSulyLzd1r62MrxNreqyeJdQ1PTr24Wx0qWCNkSQhHOcHIHB5BBrrfHWv3dp4NivtMkZPtLoDMg5RGBOR6HoM1xei6Z4pvPC94trp9vNa6oWmklkbDsc9Rz6jI4rY0LxbaWfw8gGqWUl5DBIbWZFQMAOq789Bg4+opQb967aurhXowXJypS5WlZNXat187p7k+jaLqBksdT8P8AiuS9XI+1R3UpZSO/yjJB7YOCPWrGp6nLa/FfT7d76SGzNrueNpdsZOH5IzjPArlte/sDTZrLUvCF8y38kyj7NC5YEH1B5HOBg9c9K1/EOnQ618U9PstQiLJJZguisV5Ac9R70uay5Y73XW6E6MXPmm3yuL3STVvLrY0fG2sk6poC6fqWA14FlFvN94ZXhtp6detehg5UfWvIfFfhbSvDus6A2mwvGZrxQ5aQtkBlx1+teur0NdNJyc5c3l+R5uNhSjRp+ybas9WrPfqVbz/VNXHyjF0/vzXXXv8AqmrlbgfvwfauhHnI831dQmv3BH/PQg1rWMg2D6Vk69lfEl4nbeD+YBqzaTbEBNcc92d8NkbnmYHvWbcxl84FWbUtcE4HFXZLNRFwMmsmao7H4eT+d4XWLvBM6EfjuH867CvOPh3d+Rqeoac3SRRMv1HB/mK9Hrrg7xR51VWmwoooqjM8z8RrnxTdfVf/AEEU1YVaLkA1P4njMfiiVv76Iw/LH9KIOY682t8bPXo/w0ZV3ZRFD8grM00/2XrVvdJkeXIGP0zzXR3CBlNYc8WXanTdmOok1Y9lDBk3KcgjIqgASSMfWodCuTd6BaSk/N5Ww/Ucf0q8AHQHvXpxZ5DVnYjCMnKmpUlzweDSJwMU4qDTEBkAbbuG70pdyGTbkZ9K8+8aE6V4u8O6ypIUym1kPba3TP4M35Vh6nrco+KcOpKT9kt5o7EnPGXU5/Un8q5ZVVFtNdUv+CehRy+VWCnGWjTfzTtb5nrxKh8bhn0ppdC3l7hn0rz/AER/7Y+Jms6hkmGxhWBCTwCev8mrkRfzDxGni4yOYn1M2+M8eVt25/Kj21le3V/cupUMucpOPNZpJ7dWrpHthkVI8sygd80qMrDcCCPUV5r8RWY6npL38dzLoADeetuSPn7Fse2Mfjir3hCw0mEX9zoOtSXFlKnFof8Ali2OpzyD17D8ar2r52rfj+hn9SSoqo5PXyut7Wb6Pqd6CDghgfpUfmB8hSD9K8o8B+MtF0Pw1JZ6jeGO4813C+W7cHGDkA+lbnwtkE2j6pIrFla+YqT6bRRCtGTSXX8Cq+XTpRnKV7RaSdrXv1R3pqNhipDTK6EeeMIqJ8VMflPtUbMO4poClLy9JbruuYh/tClkIycetPshm8j475pvYDdooorIApKKy9a1WPSLB52wXPyxqf4mo2Gk27IwPGGqj/kGQNlmwZiOw7L/AFrnrW1wBxVeMyXNw00rF5HYszHuTWvGuFzXn1p8zPWoU/ZxsQToPKKn0rCugq5ArdumwOa566LSziOMFmY4AHU1lFXZrJ2RZ0TS5NY1aK3wfLB3SN/dQdf8K9hVQiBV4AGAKwfDGhLo+mr5gH2mXDSH09F/D+ddB2r0acOVHk16nPLyHUUUVoYnK+N8/wBmW7A8C4GR6/KaxrCTMY57Vv8AjKLzNBLY/wBXKjf0/rXK6bL8oU9e9ctf4juw+sDTlPFZt0oYGtB2ytUphwax6m62G6TJ/wATbTx388A16BIcXuPVa880xgmtWbHoJ1P64rvpX/04H0+WuyhscWI+JFqo2GDUgOaay5rY5xmaUEUYpp4oAf1qrfadZ6pbmC9toriIkHZKu4ZHQ1ZFc54s8TS+GYLS5Nn59tJKElkD4MWehxjnjP5VEuVJuWxrShOc4xp/E9tbGq+mWcmnjT3tYzZ7Qnklfk2joMenFA0XTF006ebKAWRHMAT5Ouen15rG1zxcunT6Zb2Nut7dag4EaB9o2H+PODxz/P0qtr3jV9O1j+yNM02TUdRxuaNGwqDryfpz7ZFQ6lNXv00/4BvHD4ifLa+t3vbbRt9tep1dvBDa28cFuixQRqFVEGAoHQCqsGh6XbLcpFYW8aXJzMgjGJD/ALQ79awPD/jX+1tVk0m/06TT9SQbhC7ZDjqcHjnHPuKt6L4pbVfEeraSbXyhYnAl353846Y4oU4O33Clh69NyTTVkm9d03o79S7Z+FdE066FxaaXaxSr911jGV+npVqTSbGTUk1F7WJrxF2JOV+dV54B/E/nWTceJvJ8b2/h9rUESwGbz9/T73GMe1Y13471Ea7f6bpugteNbPtZlmwcepGOKTlTivn26mkaGJqO9221e7fRu27ex115ptjeyQyXdpDcPA2+IyLko3qPyFWicnNcx4a8Xprt7cadc2UljqFuNzwSHOR6jgeo/OumzWsJRmuaJz16VWlL2dTRrzvo9dN1ZlW9IKEe1cvP/rBXSXbZjc+2K5yUZkrQxR5zrpB8VXX+8ox/wEVbtkQpyuPrVHWvm8RXrA8iYj8sCrNu5dcY5rjnrJnfDRI2dOK/NgZ9K05BmLj0rN05NigDnPWtN+IzWbLWrKvh2b7J40sW6CUtEefVTj9QK9drxNZTb69p8/IKXMZ46/eH+Ne19q3ou8TkxKtIWiiitTnOG8bQeXqNldAcOhjP4HP9aoQEbBXS+MbU3GhPKoy1u4k/Dof0NcpZSbkHNcOIjadz08LK9O3YsSqCKzJ4uScVqv8AMOKozj5TWaNZHR+DrndpM1vnmKYn8CM/zrpITjI/Gud8Iwj+y52A+YzfyArbxIpDdR6V6dPWKPKq/Gy4V5zQBTVfcART80yDkfH2kzat4WuFtomluIWSaJFXJJU8gD1wTXI23hjUJPh1ezy2sq6pJcG7WNkPmblYduuSMn8a9b/gpO2eawnSjOXM+1juw+Pq0aahFKyaf3dPRnmOi2Wp6T4A1W7Njcf2pfu7+UIzvUsdoO3r3LVUl+HOpr4P2DUrhpBD5osdnHmY3bevXP616wcBeuKXIB96PYwas+1jRZlWUnOKSbd3122WvRHnX9r+JLHR9GuZNGa7tPI8u7hMZ88OPlzg9jgHp9ar+GdLu7vxde63Bo0ul2DW7RiGRdhkc99v4fSvTA2V4HFHDZBzml7G7TbvYlY+0ZRjBJu6b12bvtt8zgPh3oLQ+GJF1HTzFP5rnbPGA23Ax1HTrU/w3sLqw07U47u0ktw967osilcrgcj2ruPMj+7uGfrS8VcaaVrdDOrjak1JSXxNPrpbsMY4prGnSAEGmA5FbI4xrH0FQs2BgrVksAOlQSNnPFNAU5jk5AANS6aM3o9lNNkTETO3HpUmlqTcs3YLzQ9gNiiiiswImZUQsxAUDJJ7CvMtc1NtZ1QshP2eP5Yl9vX8a3fGWt+TF/Zlu37yQZmI7L2X8f5Vy9lDzmuetP7KO3C0vtMvWkO1elW3OF444pqfKnSoZ5doNcTO9FK/n2xkk/rWp4H0f7TdNqtwuUiO2EHu3c/hWFbWk+tatHZQA4Y/M3ZV7mvWLO0isbOK2hXbHGoUCurD0/tM48VVsuRFqiiius88KKKKAMzXbc3Wh3kI6mIkfUc/0rzqxfAB7V6q6h0ZT0IxXlNsnlyvEeCrEfka58QtmdeFe6NdTkCoJe9Pj4TFMk6EVzHYiiZGhlWVB8yHeM+o5Fdppl0bzTra7PLSIJG+p5NcXKvzD34rpfCMgl8P2Yznamz8q68O9zkxK2Z1KHKgg0pPNRQH5MelSkZFdBxhimlaFbtT6AIQSDg1na9pMOuaNc2Ev3ZUIBP8LdVP4HBrVIBNM2jPWk0mrMqE3CSknZrVHlPw202a91afUNQl3tpcYtIFPOzrnH0GR+NX/BZ/4r3xObj/AI+fM+Td127z+n3f0rovC/hd/Dq6j5lyk/2u484bUK7evHv1rO1zwZJfa1/bGkag2nX5G2RwuVkGMc++MeoOK5FSlGEXbVO7PZqYunWrTi5WUkknbRWs9lrZu5m+J1T/AIWf4fMGFn2/Pjrt+bGfw3U/wYcfEXxKD13/ANa0/DvguTT9Vk1fVr5tQ1BhhXK4VBjHHvjjtgUzW/BNzca+2saHqbWF5Iu2YFNyt05/QcY96fJO/Pbre3ysP29Fp0ObTltzWdr3v62Kl7iT402YH/Pkf5PWDDLrsXjrxC+h28E8u4eashx8vbHI5zXX+HvB02mapJrOp6k19qMqbPMKbVRfYfTjtirekeF30zxLqeq/alkW8xtiCEFMHPXvR7OcrPbVv00BY2jTvFNStFJXTs2nd9mc18O7d9Y1S/8AE15cq165Nu0CLtEXTr+AGPxr0RjgVzeleFX0bxTfanaXSrZXgzJbbD8r9cg5x1z+ddGevtW1FOMbS3/PzODH1o1q3PF3VlZbWVtvkUb47LZz3rBC7pFFbWoHfEyj1FZIAjWRifuiug4jynUZC+sXUmfvTMf1NXbQ5wM4qlqcRh1CVT1DVasTllFcEtz0Y7HTWI+XFXX+5iqtiMKKszH5TWbNEc7qjbJVfH3WDfkc17jG3mRI47gGvCNWYs4XjLHGPrXu0ClYI1PUKAfyrehszlxe6JqKKK3OQrzwpcW8kMgyjqVYexrzOGJ7O8mtJPvwuUP+Nep1wvi+z+y6pDfoMJOux/Zh0/MfyrCvG8b9jqws7T5e5AvK81TuVGDVq3O9AajkheWQIgyzHaB71yo7Wb3g8ONPn3A7DLlT68c10OMVUsrYafZW9uvOwYY+pPX9avcEV6UVaKR5U5c0myJfkfHY1KRimMvFPRty89aZJg+LtKl1jw7dQW0rx3QXzIWRip3ryBkevT8a4G31+88YjQtCjeWKWMmTUGQlSAnGMj1/mRXrMinBrgPB1gbbxn4mdrVokaUeWxjKggkk4P8AhXNVi3KNuuj/ADPTwdWCoz5ldrVeTej9e5Te3ufGvi/UrGS+ubXS9MxEsUD7S7dMk/UN+AFSaDc3/h/xZe+F572W7tTCZ7Z5jl04zjP5/l2qOWa58DeM9UvH0+5udM1MiUSwJuKPkkgj6lvzFTeHrW+8R+Lr3xJcWctna+R5Fskww7cYJx+f51C3X819fTX8Dt05G5W5OVW230+d73uW/hjPPN4ZnklleRhcONzsWOMD1rB0q6uW8G+MJHuZS0dxIEYucqMDoe1O8PazceCYL7SNT0q/dxcO8LwxblkBxjB/Dr71LpekahD8O9fmubWSOa+Z50h2neAQMcdc9aOa8VFbpO/3D9nGE5SlbllKNnpqr62MEpZWnhWLVrfxReR6uI0fyPtAb5yeV2jkfjXrvh+7u7zQLK4vkK3MsCPKCMfMRzx2rzS78J/ZvBeka1p1hs1K18uaZPLJMgzzuU9SOD9M16hpd4L/AEy2uFR0E0YbY6kMueoIPoeKqjFp66aL/h/U5szqQnBODv7zV3a6t006di8SCKaAOlKVBpNprqPHELKByKY0qqM4omU+XmqrKz9+KpICG4mMpx2q1pI/eSntgVUdAGwDV3Sz8049Mf1olsBo1m61qsWj6dJcyYLdEX+83YVekkSKNpJGCooyWPQCvKPEGtvrepfuyRaxHbEvr7n3NYylyq5pSp88rFaOSS+upLiZi7uxZie5NbMMSog96p2NuFQHGavM2Oc9K4JO7uepFW0Qskm0YrJvbkt8iZLE4AHc0+9ugoIB5ro/Cfh5lKanfJ+8PMEbD7o/vH39KKdNzYqtVU43NTwroX9kWfmzr/pcwzIf7o7LXS0lLXoJJKyPJlJyd2FFFFMQUUUUAJXmGpx/ZvEV7H0/elh9Dz/WvT64DxhbmDXo7gfdmiGfqDj/AArKsrxN8M7TsQx5POeKbIMHFLbndGPanSLxmuM9BblCYDg+9aPw+n83R2TP+ruJFx9GNZ9zwF471L8Nmzb6gh/gvJR/48a6cNuc2J+E9Aj4Y+9TVCAakBrqZwiMMHcKcDkUHmmD5TjtQBDeX9rp1sbi8uIreEEAySsFUE9OTStdQLaG6aZBbhPMMpb5duM5z6Yrkfiic+Cbgf8ATWL/ANCrAufH+jS+D30xVuftBtPJH7r5d2zHXPTNc8qyjNxlppc9Cjl8q1OM4pu7adlstNfxPSrS7tr+1W4tJ454XztkjbcpwccH61StdZ06/upLe1v4Jp487445AzLg4OR9eK5PwrqQ0n4Ti+Y4MSTMvu29gv6kVynh6CTw3q/hzVJGYLqaukxPTLN8v6FDU+3a5dN7N+VzaGWRk5rmd4tpebSbd/kj1251XT7KeG3ur2GCabiJHkCl+ccA9ealvNSs9OhE17dQ20ZYLvlcKM+mT3rzX4kWTah4g0W0hOJpIpQvb5gcj9RWfrniAa78ObYXBIv7W8SKZT13BWw34j9QabrtSkrbbeY4ZWp04VFJ2k7Pyu2k/TQ9Wv8AWdN0toxfX9vamQEoJZAu4D0zRY6zpuplvsN/b3JXr5UgYj8BXAeObaG78S+FIZ0EkUr7HU9GUsuRVXxv4etfCn2LXtDQ2ckc6qyox2sCCeh+mCO4NDqyTk7aL7whgaMowi5NSknbRWum1Z9dbHpOo6pY6XEJb+8htoycAyuFyfb1qOz1Ky1OIzWN3Dcx5wWicMAf6V5z4uR4PFFjrupaa99o7QKNgG5YyRk5HTOTnng1ueELfwvPqV3qegXDo8yBZbTdtWMf7n175IHanGq3O2n6+pnVwMKdBTu22r3STSd7WfVNHQXBJz6k1RvY/KsTnhnOK1PKG8sxHXNZesybpUjHQDNdZ5h5l4jgMd9v7OMj8KhsD8y1s+KoP3EcndXx+BH/ANasKwOJBXHVVmd9J3R2FnygGKluDiM5qGzJMeaL1yEOawZujn7kedqlvHn70yLn6sK97H3a8EslM+u2K5+9cxj/AMeFe+V0UdjjxT95DqKKK2OUTtWTr2nf2npM1uP9YBvjPow5H+H41r0lJq6sNNp3R5rpj74sNkEdR6VvaTZma9EpX5I+c+pqoummPxLd2qfKjN5o9lPP8811ltGkUYVAAo4ArClS1u+h2VK3u2XUU4IINKrYwDSsozSY9K6ziJetRn5G3du9KrdjVXVWZNLuXUlWWJyCOoO01LdkOK5ml3LwIIqMY3ZrzzwT4rs08LQjVNYj+1/vM/aJx5mM8dTmpfAOsTHwff32oXUkyQTykvI5YhFUHGTWMakZWt1V/Q7Z4GrBSb6NLbe/Y747TksKMfLhcCvJfBuu6tD4jtH1O5mkttWjleGORiVRgxwBnp0/IipfGPiDU9G+IEc9pNM9ra20cs1sHOxkLFWO3p3HP0qfbx5ee3Wxr/ZlT2vslJN2bT6O2lvW+h6qVBxvClveky2eK4K+1uS88ceHHsbqQWd3BI5VWIWQYJGR61k21jq3ibxbrsC6/e2sdpN8iI5K4JPGMjA4purrZK+tvwuRDAt6zkoq13dN21tay8z1MkZAIzmhcfhXnGj+IdcsTr2jXzi71PT4WltpNvMoxxkd+qn15IrI0AX2uQQ31j4wmGtF90trcSYjAzyAncY9Bj6Ue1WiS1/yK/s6aUnKSSVtbN3urp6bKx7FxSEimRqwiXzCC+BuK8DPfFRyvk4BroR5okzkjavU1WdSqkZqcDHOKjZSVJPAAqkBWRcnNW9K/wCW/wDvCq8YxA5/WsLXddl0XSJPs4ImuG2K/wDc45P1olsNJt2RneOvE3mO2k2cnyKf37g9T/d+nrXMadCXYE1lxbp58sSSTXTWEWxATXBUlc9KlBRVi/GNiAelVby6Ea9akuZlijznk1f8OeHTqsov75D9lU/uoz/y0Pqf9n+dZRg5uyNJzUI8zF8L+HGv5E1G/j/cjmGJh9//AGj7fzr0OmhQowAAB0Ap1d0IKKsjy6lR1JXYtFFFUQFFFFABRRRQAVyvjW083TYrpR81vIMn/Zbg/riupqnqFqt9YXFs3SRCv49qmSumioS5ZJnn1k/yDnirjgYrLsmKZRwQynDD3rUyCtcJ6lzPulPFP+Hg8u71uL0vC3/fQB/rT7tcx/Sq/g6X7P4x1K2PAuIY51+o+U/yFb4d+8Y4hXgejE8UuTindRTNuK7DzxwfsaccHmo9me9AJHBoA5L4lW8934PuEtoZJpTJGQkaFmOG9BU1zp+PAcqpb5uTY4CCP5t2zpjGc5rqDjHNGe9ZOknJy7qx1xxco04wS+F39dtPwPH5LXU5fh7ouhR2V0st3dsJswt8iCQ8txwMkHn0qfxH4C1Cx0UzwareXz2pVobdkJAAIHyjJ6D0HavVyT7/AJ0wHnOOan6vFqzfRL7jqWbVINOCSV22t7tvu1daaaHn14L3U/FHhC/eyuAPKJnJibEbHqG445z1rJ+IXhW7ttSN7pVtNLb3pBmhhQttlXkNgdjk/jn1r1sH3pw46VLoJppvfUmlmdSlOMoxVkmrX0abb/BvQ828dpdQa/4dvYdPubtLXMjrBGWPDKccDiquqNrHxAurSxXSLjTtNjmDTS3AIJxxxkDsTgDua9TweMEikIz0Jo9jdu8tHugjmPLGNoLmimk23pdvW219dDidc1rW/D2sJjTDeaEYgpECZkU4/i/L6Ee9YfhmyuL/AMbTa5baXNpuniIoVkTZ5jEYzjp7nHHHrXqBODwxFQuSTyat0byTvonexEcco03CMUpNWbu9V3a2uQ+WMgk8CuevjvvJWPQHArZvbgom0Hk1jS/OWJ710HnnN+JYfM0xyBkqd1cbasQ4NesW+nxX9ytrMoKzRSLgj/Z4NeUIjQ3TxPwyMVI9CDiuastbnVQfQ66wc+WKL9sxEDvUFgxMYGParVxFlSa5GdqRk6CgfxZpUTcj7SpP517r2rxDwtiTxxpwIziUnH0U17h2rqo/CcGJ+MKKKK1OcKKKKAM+S1C6k91xmSFY/wAiT/WpY+GxRKxM2B0HFKOoNVayC49qTindaawxQAjDHNU9WOdIux/0yk/9BNXgcilAGKTV1YqL5ZJ9jzDwH4V0bUfCEN1f6fFNclpAXdTk4JxXPWV1Nb/Da4sLeNvPvtQNumAc4O0n9Bj8a9rCKF4AApFiCj5RtrD2KsknbS2x6P8AacnJuSbTaaTbsrX0PIde0TxHoenadqF3LbT2+lyxmJIIyrqMgdccjgVteTDq/wAT28yPfa3Wk8gjhlbt+Rr0cLyQTS7R6UKik9Hpp+ApZlKas4q9mrrTdp7eTPHdK0u70P4ladpM257W2aVrZyOsTgnr7HP45qxpfiSz8NeMfEj3izkzygRiOLdnBOf5160EBIbA3Uhij37ig3etJUXH4X1v+FjSWZqpf2kL3ik7O12ne+3U828OLqt3q+t+L/7NkXzo9ltbSHY8oGPy4UfUk1zmvaromtWIaDSJ7LxGXACQRspEm7kkjGfyzmvbTtAwtQuELBto3Dvjn86HTbVr/h36kRzFKfO47WSs7WSVkn3RV0oXSaNZpdkm6ECCY/7e0bv1zVtUA/8Ar0bmY8DrThGTjcciulKysedKV5OXcQ8nA6CoJ3LfIoqaRgBhabDEM7zTJIJ18q1C9zXHeM4fM0VGA5WZf1BFddfSbmCjoKwfEkW/QJ/9na35Gifwsun8aOAsrbDA81tI/lp1wBVC1O3p1rX03TJtauxBGSkSYMsmPuj/ABPavOs27I9S6irvYtaNoja9drJKGWyhPznpvP8AdH9a9EREjjCIoVFGAAMACo7OzhsLRLaBNsUYwoqwOldcIKKseZVqOpK/QdRRRVmYUUUUAFFFFABRRRQAUUUUAeca3bfYvENymMJKfNU+x6/rmlQnaPetbxrbYa0vVHKkxMfryP5GsWA7k5NcVRWmelRlzQQ6YAxt9KyLWX7F4x0i46LKXtn/ABG4fqDWw/3SOue9c9rYaO3S5XhraVLgY/2WGf0zTpu00yqkbwaPW1PFPqpBOJbaKUHIdAw/EVIJux4rvseWTZFNbGOKZvB70hAosA/NA+lNFKOKAA4qPinkE0m00wFWpKjUEU7J9KQDs00t1oJ4pAuetACde1QTuI0LGp2IArK1Ob5NmetNAZ88plck/hSRxFjk0+GHfyasPiGEnpTAZpZH/CQxDP3UYD64rzbxVZGw8aX0W3askvmqPZuf8a7y1m8rUoZ+iiVQT9TisP4oWXlazp98BgSxmNj7qc/yasayujai7SM3TgMYrQnX9wfYVQ0wblq/cn90eK4WekZ3gRC/ju1OM7VkY+3ykf1r2qvH/h3Hv8aSuc/u7dyPxIFewV10vhPOxHxhRRRWhgFITgEntS1FcNtjIHehAVlyzFj1NSgcVDGanFWxIVTSkZFNNKDSGIVI6UBiDzTqCM0AGTRzSDjrTs0AJzR2paKAE5o3etBpMCgAJBpu1aD7CkAbvQA4ACgnAo6CmY3GgBowT0p7sEiJNOVQBVW5fd8o6U9wKTku5NU9Zj3aPcqRn9238q0Nu01T1dSdNnCjJMbYHviqew47o4HTrC51G9S1t1y7dT2UdyfavVNK0yHSrJbeHnHLuert3Jqn4d0SPRrFVYA3UgBmf39B7CtzFc0IcuvU2rVud2WwtFFFaGAUUUUAFFFFABRRRQAUUUUAFFFFAGR4itfteiXKAZZV8xfqvNcPbNwBntXpbqGQqRkEYIrzd4DbyvF1aKRkP4HiueutmdmFejRM4wMmqF9brLE0bfdZSp+hrQzuWq8w/dnNYHWkdB4Qv1u9Dgt5SPtFsPJceu3jP5VvmNTXFeGhCmpyRMxV5RlSD1I/rXaKGTgncPWvQhLmimeXUhyyaGGHFAT3qUH1oIzV3IGAYo5oIIpCSO1Ari5xShhTN9O3L6UBcdnml7daYGWguM0DuOzQWphcVG86qOtFhXEllAHrWVcr5s6CrMkmfnb8KpyTc5HWmBMTsAAwPoKq3A8zA3cd+aTLux6mni3c4zxTAzr4iK3wvXcDU/xHtxd+FoLxRkwzI+fZhg/zFM1JAHjQck1r6panUfAM0P3mNpuX6qMj+VZ1FdGkXZpnnukn5BWhdECIk8Cs7SDuSM46qK0L04hbtXns9VE3wxizr+qzf3Ygn5t/9avU684+Fq5bWJeOZEH/AKEa9Hrrh8KPMrfGwoooqzIKryfMrE+lWKqTSKrCIuu9gSq55IHtTW4DIhxUtJGPlp+0GqYBTaeFNIQfSkAUBqQUEUALkGlFMxQCR1oAfijFIDRmgA+tLwKTIo4oAXI9KQ0n40HpQAYzS4ApuTTTmgAdwBxVdh8pNSnk01sYqkBWIy2BUV1gEA8gHkVZUfvAfSqtz80jfTFUBvjpRUNtIJbaNx3UVNWIBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXCa5ELXXZgR8kwEoP6H9RXdVzHi20D28N0B80T7T9G/+vWdRXia0JWmYBYFSBzUEzApnHPpUoUCPryKaYdwzXGz1I2MbUQ0cYl+YMjhgVYggg54I5Fd9pOpzTQRC4Bw4G12POfQ1ycyK6lZEyvTBqzDe6hb6YbS0kgdMfIZo9xX9Rmt6FVRVmc2IoudnE7sg4zilB4rI8O6lPeWYiuwou4x84XOD7jNbfBrrTTV0cEouLsxhxTCKl2ijYDTuIrt7jNJtDHGSKnMSnuab5R9RTuIi8s9jRt2gkmpCrAcDNV5VmfgI2KBETyFiQCKhZsjrUv2aTGAv5mgWbHglRTAz5C0r7VqaOy4y3er0VosQ4IJ9acVx6fnTuMq+WscZOO1RlgELY7VI6PK23KgZx1qtfZEYQPgEc4pAZUr+ddFz0UZ/Kuu0+EPotvFIvDQhWHsRXMJCscFw+OkeMt7mup0tXXTbcSfe2/p2/SpkUeU6bCYZnh/55sV/I4qfVm2WzMTzjFTwup1fU2wFAuZPw+Y1n6w4aNueBXBJanrQ1imb/wqkDW+qr38xGz+B/wr0evMfhSrfatUYH92FQEe+Tj+tenV1Q+E8yr8bFoooqjMK868Yy3M+vRbQRawJtEiNgrJnJHtwRzXoTfdODg4615jevLJdGSOaTzAxztbDde4PDL1963w6965lV2sT2viDVrdcxX0cyg8JcDdx9Rg1fj+ICW4A1LTpUHeS2bzF/I4P86564mjjX97HbBsZ3SQtGf0qh9otHlKtFbFefmEzDHNdLpwlujHmnHqek6d4v0DVFb7NqUOVwGWTMZBPb5sVuKyyKGRgynoVORXi9y8Elv9kgWOONX3gRAkE9ySfvH+VWLaIRx7LaWa1wMKYpWTH5Vn9WvqmX7e2jPYuKXArx6PVvEFqAseuXWVOP3pVx+oqVPGvim3YE3Fncjn/W2+M/ipFQ8LU6FKvE9bKj0pu0fSvMU+J2rwAm60e0kx3jnZM/mDV2w+K1ndxSSS6RfRiPG/y2R9vvjIOKh0Ki6FqpF9T0HbSba5KL4leGHgWaW+ktlZtn7+B15xnHQ1qweLPD9z/qtYsj7NKF/nip5JLoVzLua+zmk2Goo9SspjiG7t5D/syqf61aHPPX6VOqGRbDRipce1JQBHTGJ7Cp6YetAEQDHtSMhPSpcU1mVRlmVR7nFO4ERjxyTVOVQGNNvNc0y0UmW9i+UZIQ7j+lc5P40tZWkSytpWK/xTDaPy61WqVwWrsjsdHL/2cocYIdwPpuOK0KyPD11JeaJa3EuN8keTgYHU1rVluNqzsLRRRQIKKKKACiiigAooooAKz7vWdL06eGG+1K0tZpziKOedUaQ/7IJ5/CvlD/hdvxD/AOhh/wDJK3/+N1SX4seNl1C4vxrQ+1XESwySm0gJKKWIUfJwMu3T1oA+wNRvrfStNutQuX2W9tE00reiqMn9BWTHrt5aaRd6nrmmrp9tb27XG1J/OcIBkhxtADewLfWvli++LnjnUrCaxu9b8y2mTZIn2SBdy+mQgNVJPiR4qkhvojqEKrf5+1GOxgQzEnJLFUBJ9/woA+rv+EjuLHSbu91zT0smgtzdC3huPPkZB2I2qN+cDClhkjnkZp6vrE0fh3UJtds4bAxWjXQihufPfauCcgqo3A4HG4c9eRn5jvfip401GTzLvWRI3kyQZ+ywj5HKlhwnqinPUY4xVfUPiP4t1WeWa91dpnltzbNmCMAxFgxXAXAyVXOOTgUmhp2Pf/tF7Z6Zd3epW1vBLbW5uHt47ne6KBnD/KADng7dwGevTM8k1/p1hdX2rW9jDBBAZmjtbqSaUkDO3aYkGce/Wvne9+IXinUXuXutVMjXMElvKRBGu6NypZeFGM7V6dOcdTmZfiZ4sS4luI9RgimmbdLJFYW6NIfViIxuP1rN0jdV2j6DhTUCSl/bWttceX5v2eO682RVBAO4bQBgsoO0sMnrUGl3Et8LyeKDFjBMII7gt/r3+bftGPuqRjd3OcdK+fm+Ivit7y5u21dzcXMPkSSeTHu8vOSFO35MnBO3GSBnoKdb/EjxZaxLFBqoSNY44lUW0OFWMEKANnGNzfXPOan2JaxT0Po1p5IiCGYYHZiD+YqQvqHll7LW7yFsZAkYSr+TA184P8TPF7ghtXzn/p2i/wDiKaPiP4sClRqxwf8Ap3i/+JoUJrZjlXpy3R6FN8avF2iazdWN1Hpt/HBJtLvAYyw7cqf6Vs2X7REfC6h4cdfVra6DfowH868Fu9SvL65kuLmYySyHLsVAyfwFQefJ/e/St09NTkla+h9S2Xx38G3QAuDqFmT1M1tuA/FSa6Wy+I3g3UAPs/iTTsnoJJfLP5NivjXzpP736UhmkPVs/hTuI+5oNS0+8Aa3vrSZT3jnRv5GpDgnORj2NfCqyMrBlIBHsKf9ruMY8+X/AL7NPmFqfcbPCh3SzRIP9pwP5moW1TTI8s2oWSjpzcIP618PtLI5yzbj781OqAoDtHI9KdwsfaMniTQLdf32uaYh9Gu4/wDGqknivw7jd/b2lAE/8/kf+NfHe1R0UflQSCMFV/Ki4WPriTxp4WtVLSeI9KGM9LlT/KuT1X4u+ELMtsvLi/kH8NrCdp/4E2BXziVX6fSk2j3P40cwWPVdf+Neo39vPaaNYpYJL1md/MlAHp0VfrzXu3ga7d/h5olzcuzOLBGkZs5JC8k557da+N1jaRhHGuWc7VUdSTwK+tdbuTpehaZ4cgZjL9ljjkPcRqoXB+pH6GolLqXGLk7IwLRZHhmuH4a4cyHPXk5qjqwDWhOCMHkVtyHy4R/sjpWPqo8y22jj2rje560drHS/CqHbpeoTHq9wF6ei/wD169Crz/4XTf6Hqdv/AHJlf81x/wCy16BXVHY8ur8bFoooqjMoarN5Gm3EncIQPx4rze+lhSdndCCepzxXceKpxDpqJuw0knH4AmuEYpIxVyOfXnNduGXu3Oas9bEY8mUKizOg6EFjg1C+nBwWRlb/AGsgVKLUxuWQ9egPT/61QJJ5Z2soGDzuHFdVuxh6iLHJBnEake3Wp0lhZfnJjJH8QxUT42qQw57daa7qUCsONvTPT6UxFiS33KGGHT1Bqg9qWDbQe5qUo6HfE524zgtipDdFEPmc7uPmFNCMzzRBHJvjEidME8g0WUYMM91EuyRXAidBjoOQR07/AI1JMyxJJkDaxxk8irvhs+Xpr+WHV5Wck4DdD6HrmiTCJgakAbyzhitggy85hb94F/hx9MqcCrUVgbqQNNbRxIDyQoAxTVfzPFtzlwghiijyvy4JQOf/AEOtnYN7KpJ+pzUw1Vyp7mcNGtAzbCFHdsd6sppkixqIrqaMgfwysP61b8gCIE/e9hTQJCcjBGM4p8qC7IkF7bsPL1S/HPOLh/8AGrEOoeIZJwsOs3iIPvMXD/zFNjaTk7RwOnfFTQsR8xj2g8A1LhHsNSfc0J9f1e3wG1ST5s4JRf8ADrWLq3ijXpGVbDXZEmK8wFUBPoQSMZPoSKuXQW5iA24IGR2rBe3KFlEhMbZJU9D/AJFZ+yi9Ui1UezOgbWb1rPfPezAqAHaViAfU9eai+1Ws8QkjkE6Y5LtnFYkQZJSY2dc54U8E5HY8YA4xWvFJOFxCshXHP+hLnt/9ely8pV2yhqVw32GT+z1aUuRtWFdxPYjA/nUEL3EK7bpFilljBEROXTn+L0PtWlKdRlUKwkhjPLCaZUUD/dQZ/WsG5uIRqkMUQxnKFwm1SQAeB2+8KyrStTZth4p1Ynsng8EeE9PB6mLJ/Emt+sPwpj/hGbJRu+SPYdxycgkGtyuJbG0/iYtFFFMkKKKKACiiigAooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKtI3yL9Kq1YXOwfSmgHFqTJoApwwKYCfWj+VKSKaTQBqeGrZrzxVpFsoLNLewpgDPVxX0nfSfbfFupTv8A8spBCg9Ao/xJrwf4WRGf4maAoAJ+0eZz6KrE/jxXuLTH+0tWlP3jdSfzxWNTY6MMryY64OVbvisy75jI9qspOJGIqC85jrmZ6NrGz8MpNmp6pBkfNGj+/BI/rXpdeT/D2byvF0keTiW2YY+hBr1jvXVT+E8yuv3jFoooqzE4/wAbgj7E+Thd/wDSuQZlWcrIdvGR6Gu78VWV1f2sCWkQkYMScsBjj3rl28MarKMG1GD6yL/jXdQnFQV2ctWLctDOLyQlSnKk8q3Qj2pBPbTjDExuePm6fnWkPDetp8ot1wOgMqkfzpG8M6nJGoksgB3ZZV/lmtvaR7mfLLsZdxaMrEqNy8YINVHBB+fPTmt3/hGNbtSPKhG09vNX/Gifw5q80WGtF3+okX/GqVSHclwl2MIM27AIYEAe+aDKQgDEbeuG+la//CLaxnItB07yr/jUE3hTXHQr9kB6f8tl/wAaftIdw5JdirHtktJMR/fyMY9jT9Ct9+nujLuCyPjccduoI6Vcj8K67FGAkTQt/syoe31q5pXhvV7ZpjJaBBI+QwkTng84B47VEqke5UYPscM0Mr+INVMXVbk546gQxD+tbXlumASRwDyO9X7TwnrcPia/nNmvkSuG3eanPyIDxn1U1pX3hrVHkLR2oyR3kX/GiFWKSVwnBt3sYrORC21icEYpFWQom2RiW9avjwvraoQbYeXgkfvVzn86lTw1rKtgWpLD1lTH86v2sO5PJLsUkSR3BwCAMfMKerMCoO1hg8g1pR6Bq3lbPsQ685mXp+dWU8O3TBQ1mVI6kSr/AI1LqQ7lKEuxhSyRpGPk49jmqE3lkAlTnHfmutbwxOwANsQB23r/AI0x/CczAf6L0P8AfX/GpVWC6j5Jdjk1jVgGVQFA7Cn+csMRTdgn+L2rpf8AhDZy2Y4dre7Lj+dVj4FvnfzGCFe3zDNP2sH1FyS7GCsMdwNnmscnLcfpVuHT4mv47e9QNptyw3urYkglXIVlPpg4IrZXwTdRcqD+Dj/GprbwtfNeQwzKEt2cMxDgkAf49KyqShJWbNIc0ZXR2Gk6dHpWnx2kcjuqZwz4ycnPatGkAAAA6ClrgOptt3YtFFFABRRRQAUUUUAFFFFAH//Z", "path": "001798.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001799
Men Tshirts
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