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.
002800
Men Tshirts
{ "bytes": 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", "path": "002800.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002801
Men Tshirts
{ "bytes": 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", "path": "002801.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002802
Men Tshirts
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", "path": "002802.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002803
Men Tshirts
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", "path": "002803.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002804
Men Tshirts
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", "path": "002804.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002805
Men Tshirts
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rcpWM5+9sB7+lAHuGaK8E1PTxrfxh1TStVvtftoZ2VbJ7MsIgcc5PpXbw6DdeG/C02n+GtZS9mluQk0+o3Iby1PDAHs3oKAPRM0ZrzjSfCGo+DNZs/wCydYa8tbyTF6mpXGWC+sQ9arat8L7JL2fVP+Em1W3meXzY0lutsW/qF57Z7UAenhgwyDxQSB1NcHe+ENR8YaDYJ4iv7jT9QtmJf+zZSquO1M8M+HL/AEHUZNN0/U/7R8PyI4uZri433EU3TAPagD0CmSIsiFWGRXkvw5tJtG+JvinRRqF5d2dvEjx/aZCxUk5NP+M2nyRaZZ+I7TUr23uba5igEMchWNwzc5HrQB6XJYsSWSXavpiqrWrKCzxbh65q7FJGLCK4mcIgiVmZ2wBx3NeM6J4r1nXvjtHbXjNFY28cqW8aZCSoOj/7X1oA9U2Y6NR846c1smCM/wAI/Koms1PTigDNDyD+DNL5zDqtXGsDnhqia1Ze2aAIfODdeKPMT+9TmgY8baZ5DDqtADxIhPWngj1qIJ220eUPU0ATgj1p4I9areWPU08QjGdxoAn61GwpvlAfxmkxjuTQAhz2FMLuO1PFNI+bmgCMzSDoKb58lTFVppVaAITPL7003E3vVjYtJ5a0AVjczH1phklPc1bMQzSeSKAKX70/xGozHKT941o+Uo65oEcfvQBneS56tS+Ua0hDH70/ywf4f0oAyxD7VIsQx92tH7Pn+GlFs2eFoAoiHPbFPW3OeuK0Fsyfapkswh55zQBnLCv96ni1dzgLwe9ai20Y7VIqhelAGdDpY531dghEEIQDpU1FAAOlFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWT4m/5FfVf+vST/ANBNa1ZPib/kV9V/69JP/QTQBrUV8AUUAfcHjG3W48L3sb6U2qrs5slODN7ZrF8Aadb/APCLXFr/AMI1JoUErsr2cjbmbIwTnrXxzRQB9ueHPBeg+E3nOkWn2c3H+sy5bd+dc8lxd+MtZk0bxD4NuLbTbaUywXbyYVnU/KePWvkSigD7T8Ya/rHh+O0bRvDk2rtIdriJsGMCsfWvAkOp+DRbaZCdNmluV1KaHJYtKOSn4nivkSigD7Al0C98ZXHhnXryOTSp9MmaR7KTknt1/Csb4jJ4im8W2UaaBca54fSISvaRHb++BOCT+VfLFFAH1z4j8SeLz4ItptI8M3MWq3YKNGCCbTHRj61S+HN7rNmZLC88HXNg8iNcXV48mRcTgdcds18p0UAfS3hW68Vw/FLUdYu/B93BaarshZ2b/UKv8R9c1p/GNfEGq6db6Jo/h+e/jaRLlrlDwpQ52496+VqKAPs8W194z+HtxYajZSaRdXkBhaFzkxe9c94U+GOr6J4l0/VdS8QrfJp9sbaCIRbSqHtmvlGigD7+zRxXwDRQB9/fjRXwDX2/4E/5J54a/wCwVa/+iloA3+D2pCqnqKdRQAzy0Pak8mP+7UlFAEXkx/3aPIj/ALtS0UAQ/Z4/7tIbZD0GKnooAri1SkNohNWaKAK32NKPsSVZooAq/Y0pfsaVZooArfZEpfsiVYooAri1jB5GacLeIfwVNRQBF5Ef92neWnpT6KAG7VHal6dqWigBKBiloxQAUnelooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArJ8Tf8ivqv/XpJ/wCgmtasnxN/yK+q/wDXpJ/6CaAPhaiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvt/wACf8k88Nf9gq1/9FLXxBX2/wCBP+SeeGv+wVa/+iloA6CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACsnxN/yK+q/wDXpJ/6Ca1qyfE3/Ir6r/16Sf8AoJoA+FqKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+l/C/xRl0/wAJaNZDSUcW9jBFv88jdtjUZxt9qKKANb/hbs3/AEBk/wDAg/8AxNH/AAt2b/oDJ/4EH/4miigA/wCFuzf9AZP/AAIP/wATR/wt2b/oDJ/4EH/4miigA/4W7N/0Bk/8CD/8TR/wt2b/AKAyf+BB/wDiaKKAD/hbs3/QGT/wIP8A8TR/wt2b/oDJ/wCBB/8AiaKKAD/hbs3/AEBk/wDAg/8AxNH/AAt2b/oDJ/4EH/4miigA/wCFuzf9AZP/AAIP/wATR/wt2b/oDJ/4EH/4miigA/4W7N/0Bk/8CD/8TR/wt2b/AKAyf+BB/wDiaKKAD/hbs3/QGT/wIP8A8TR/wt2b/oDJ/wCBB/8AiaKKAD/hbs3/AEBk/wDAg/8AxNH/AAt2b/oDJ/4EH/4miigA/wCFuzf9AZP/AAIP/wATR/wt2b/oDJ/4EH/4miigA/4W7N/0Bk/8CD/8TR/wt2b/AKAyf+BB/wDiaKKAD/hbs3/QGT/wIP8A8TR/wt2b/oDJ/wCBB/8AiaKKAD/hbs3/AEBk/wDAg/8AxNH/AAt2b/oDJ/4EH/4miigA/wCFuzf9AZP/AAIP/wATR/wt2b/oDJ/4EH/4miigA/4W7N/0Bk/8CD/8TR/wt2b/AKAyf+BB/wDiaKKAD/hbs3/QGT/wIP8A8TR/wt2b/oDJ/wCBB/8AiaKKAD/hbs3/AEBk/wDAg/8AxNH/AAt2b/oDJ/4EH/4miigA/wCFuzf9AZP/AAIP/wATR/wt2b/oDJ/4EH/4miigA/4W7N/0Bk/8CD/8TR/wt2b/AKAyf+BB/wDiaKKAD/hbs3/QGT/wIP8A8TR/wt2b/oDJ/wCBB/8AiaKKAD/hbs3/AEBk/wDAg/8AxNH/AAt2b/oDJ/4EH/4miigA/wCFuzf9AZP/AAIP/wATVHWPitJdaDqER0dFD28i5+0E4yMf3aKKAP/Z", "path": "002805.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002806
Men Tshirts
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", "path": "002806.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002807
Men Tshirts
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", "path": "002807.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002808
Men Tshirts
{ "bytes": 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", "path": "002808.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002809
Men Tshirts
{ "bytes": 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", "path": "002809.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002810
Men Tshirts
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", "path": "002810.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002811
Men Tshirts
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", "path": "002811.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002812
Men Tshirts
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RutMNADaQ9KdSHpQBE3Wm05qbSAQ1E9Smom70ARGmEc0+mt1oA6cU6kpasSAdacOlN70opDYtOFNooEFFFFIBD0pKdSYpjQClxnAA5PFCg5q7ZWbvKsjgqgOQT3rOpUjCN2wS1OV8U683hnVLW3YL5c0OQcZJcGuc8RaPMVW7so9wbEjQ55BPJx/hXaeOdB/tOC2v0TdNZSeYBjqv8Q/LmqLFZoEYHcCowa8iFT3+Zs9KEYygrbnn7eLRbwqmScDaQ3GK5rVfEs05cRgLn0Neia3odneQl5LeMyf3yozXBXWlxwXOBEn/AHzXSqqE4N6HP2dtNeXHmhcAnlj0rVvru50RbZrKeSJmzueMkEntmtGOIgAY6Uslh/ad/a2wGVB3yeyiplW1u9i4U7HqHhm6uLzQ7eS6cvLsG5z1P1rYrJ0tRZ2ix46DGK00lRx8p59KeExcZxs3qceIpNSuloOPSoz3qQ9KjPevRWpz2GNUZ61IaZTCw2mnpTqaaAsRnvTace9M7UAI/SoT3qRqjak2MY1MPWnNTaQHU0tJS1aEFKKSlFMBaePrTKKBCnrSGiigBD0pKdSYoABS4yQAOTSDir1lZyPKkjLtQHOT3oGlc5bxTr7eG9UtYCF8uaHOcZJfPaub8Q6PKY1vbKIuG/eNDnkE8nFdr460EalbWt/HGGnsZPMAxyVPDf4/hVAMs1ujK24EZBrjxU3GSR6FOK5TgD4tFtCqcnAxtPGPaua1XxLPMW2YQn+7zXoeuaHa3kRkeCLzP7xQZ/OuCu9LS3uCBGp59K51WG4NnP2lvNe3XmheM8sRgCtS+vLnRVgeymeJ2zudDgk9q0o4goAxgelJLpx1O9tbRQGGdz+wFVCo3NWGqaS1PU/DVzPd6FbS3LFpig3MepOK16y9LQWlmkfb0rRWRW6GvSaOSrTd7ofTG6mn1G1SYkbVHUpphHNAiMUh706koAjNMqRqjpANbpUR71I3Som70AM701utOPSm0AdRRRRViQtKKSikMdRSDpTgOKBBjikpx5FWLewknG4/KnqR1+lTKcYq7BK5Vq1DYSyjLDYvqe9aUNrFAPlXn1PNSk57159XGu1oGqgQQ2cMJDBQW9TVnIpoNI3SuCc5S1ZokEgDLXF6zZHS5vPjH+iOecdIz/ga7MMMVSvvs32dhdNGI2+Uhzwc9qyUuV3Nab5Tz2+u08sqT171x92oaYsea7TUPDN9M7DTkZ7bPymY7WUegz1Fc4NHmN7LZykCeL7yg5reM0zsi0zDldIBvbp2x3rsPD+iNYWv2i6UfapwGcf3B2X8P51W0Pw7FFq/27VnSOKA5gic48xuxPsP5115ia6fdGQ4Y5ypzXNiaqa5YgVo0LNgVZgHyhhV77ItvCxJGcHqfaq1sg8hMelckE0yJsmQEihoWAyBkVLGtWFBr0KGMqU9L3RyypqRmMMdajrVlhWT7w/Gs+aExH1X1r16GLjV02ZzzpuJBTTTqaRXWZkZ70wmnt3qNjQAwmo2708momPWoGNY0maCaTNMDqQc0tIBilq0IWlFIKKYDqUDNIKcKBAVAFJinnpU9vYyXA3fdT1IpDSuVcVZgsZZhkjYPetOK1igHAyfU1LnmqSNFTIIrKGEfKuW/vHrVgUZzTT0p2NEgkG4YNcXrNi2mTGaJf8ARHOWx/yzP+BrsieKpXzWywMLpoxGwwQ54PtWdWkqkbM1pux59fXS7Cp6Y61x94u6ZmPrXaaj4Zvp5T/Z0bPb/wAPnHYR7DPUVzn9jzNeyWkvE8Z+ZAc4NeRUpThujqi0zCldIVLN29K6/wAP6EbG3+0XKj7XPhnBH+rHZar6H4diXWRf6s6RRW7ZgikODIw/iPsP1Ndh5TXMmY3VlJ+8Dmu3CUWveZM30RAgJIAFTw8qDVtbNbeHczDcR3NQ26gwofavRMrEqg9KGibGQM1LGtWEWpcSZU4szTUZ61rSQJIPmHPrWdNA0J55HrWbVjnnScdSuaSlNJSMhjVGaexqMmkIYx4qNu9PeomoAaxxTc0HmkoA6qjvSA80tWIWigUopDAdKeOlNp/agRYsrf7RMA2di8tW0flXaBgDiqumR7Lbfjlzn8KsydxXkYupzSt0LiiJjikzUEsmBFz944qZfu1wt3OhIUUp+770goNAFaRJW/5bFRn+AYP51W+wwLMJiu+UdHc7iPoT0q63SomxmoaKRG6ljkdT2rmdWjtNP1kX8MbSahNF5SxA8HGTuP0rp3kWMBj0Gf5Vkw2gn1ae7kGSOFyOnFYSk4uyNomHa6LNdSGe+wRn7gHB/wAa110u3AGIlAAwABitRgAO35VHSjDQJTM46Zbbg3koT7jNTpCEGAoAqzjNJirsRcYqYNTjAWoqR2+ZVz1NOwJjpJdq+/aqdxINoQ9TyadesFvoYzwNpJ/CqN1L/pso9Av6ilzWd0NK+41hg00nilDbqa1fR4Wt7Wnc46keWRGxqI5p7HrUTGugzGseKiJ609jUZpDGnNJmlbpTaFuB1tFN3U6rQhRRQKWmAopwpopwoEWrO3+0TBSPlHJrawEUADAHFVtLiCWpcjlz19qnfoeaaNIIYzUzPNQyScR/7TYqYDimdFhwJoLfKfX3pBSGmFivIszD/XbB6Iv9TVVbC3SYTNGJJh0kk+Zh9CelXmqJjQXFELKWfI6ntXNatFaWOuLfxxPJqE0XlLGv3TjPzH+VdOzhBk9KyIrVZtVmu5Blgdq57cUNX0ZZjwaJNeSme+IIz9zt+PrWqNNtlwBEqgDAAGK02Ax04qM0wM46ZbbwxhUn1IqwkKqMAACrGKQigBirg1MOBUdIz/MB70xD5Jdo+tUbiUEKh7jNSXr7b2GPPykEkewqhdSZvph/dA/UUNANYYNJSBs0E8Vi9DjqRsyN6iY09jzULGpMxrGomapD0qI9aAGk0ZoNJQB1NOXpTaUZqxD+1KKQdKKQx1OAyKjzUsfzSIvqwpPRCOiiTZDGo7KBUcp2lT74qZuPwqrcHdGygjdjIz69q8GtK7ZvBFJjuuYUzwJGJ/Crx4AFUQyi5884A2Fse5PSriKfvt94/pXJTd7mo7pTGNPaomNaMBrHioSeacxqNjjNQyhGAd0VuhJ/lUVvx5p9XJp2PmViOOf5UD5RisGtTRDDTaU9aSrRDCkJwKXtUbGqEIzVAZMSKT60rvgVUllwaQyPVbjZqynIwLWRh9cgVQacS397JnIMhx9FAUfrmmatdqtxDcE8LE6sD6cH+lULN9oG8jc3zv7AZ/mxP5VFtTZL3TXR+1Oc1Ujck59TU7NmvVy2WricuIWzGsajY05u9MbpXrnMMJqNjTiaaaAGk8UmaDSUAdZSimjnFPHWrQmO7UopO1FMB1OFR5qSP5pFHqRQCR0kSeXCidlUCo5TtIPvUzcVVuPmiKg4bqPrTNoopOc3MEY/vsT+FXugxVJWUXAmJwNhY/U9quRqcbmPJ5x6UzVh0FMJ5p7VETTGkIxqFjTmNRMaCxpwzKD6/wBKht1AMp9XJqTncp7ZP8qUAKpFMZGabSt1pKACkPSlpjNigBrHFQF8SD60rvgVTllwSQcGgBmqT7NWQ+lrIf5VSa4Mt9eydQZcD6Lhc/nmotWugtxDcdcROpyfof6VQspCq4c8kF3PsM5/8eJpga6vSljVeN84qVjWVRGFZdRrHmo2px70xjxWZzjCaYTSnmmnFACE0lIaSgDqgacDTBThWhI8HilzTRwKcOaQC5qW2GbqEf7Y/nUNXNNQvfIQM7ctUzdotlG4+cmqNw3G4dutXmPFZ9wMDI7189V3Z0QIbaRLhlBGGViCPpyD+taPSuca4Nlexy5Hl5w/0rosgjIOR61hSad0XJWYxqjYVI1RMcVbBEbVEcc5pznioJHHfkdxUModvyP9ntmmkg9/1qpLOXkznpxSq5rNrUpE/eimA0pPvVIkCcCoZHpzNxVSWTHWmBFNLgdaz5pjk4NSTy56VnyygMSzBVHJJOAB60t9CkZutXSrbGNzhicKAOTnrS2CuyZfAL4LY7Y6KPYfzrmr/VjfarmMjy0bajA9R6/jXU6e37hcDtRJcqNeljQTqBVhulV0znOKnfiMGurL6ijVs+pz11dEbHrUZalY1Gxr3zjDNMJ4ozSHpQAhpueaUmo880Adepp2aYtL3q0JkganZqMU8GmIWpbcbrmIerj+dRVb02PzL1Ofu/NQV1NyQ4qlcNxnPSrrjiqFwMc+tUdNMgtnS5ZezK2Cv071pHpXNtc/Yb1JeiFsP9K6IOGUEcigqS1GtURqRqiJ60ykROajJ65pztUDvxjPFBQ/dle4HbNNJB71TlnZ364A4FKrn1pgWCc0lMDcUZ4oAUnAqGR6cz8dqpzSYoAZLJ71nzS8nBp8s3Ws+SUAF3YKgGSScAe9DAztcu1FltkB3lgFwMk+tLYCRo/nIyxBb2wOFHsP51zd/qn27VS0R/dIdsZB6j1rptPOLdRjHHFMDSjOCKnaq69RVlx8maiexnVV4kLGoyacxqMmsTkEJphNKaaaAEpuaU8VGDzQB1opwpop1aEiinr0pgp4pALWjo/NzJ7J/Ws0nmnwXMlvJvjfB7j1rKt8DKirs6V6oXOcACnRajFOmCdjehqvPIwyRivn6t0zqjFmBqr5UitXwvdSXWip5gP7t3jVi2cgHFY2pyqRhkwT3BpfAkyvZ6giZCreyAc5zwK46GtSTN6kfdOuY1WkkAqWQkDmqMz8+4rpbMUEklVZJODSM7E8VG4OCTWbZZBvy+Ksn5UzVNOZPxq66/uDSGEbllOO1DNgVUt5QshUnk1YlPyE07hYjklwDWdc3ABPemyXecjdyOtZ1xcGi4WFkmJOO9c74zkuk0B4rb78x2v6lByQPy/StqI7pATVG7xL4o0mJuUy+4eo2HP6VeH1qopqyucRp2WeM49K7/TFZolOMcVxgh/s3WJ7MyIrRSFRkjp1H6EV1Npf20EYM9wnA4AOSfyp4iL57WNdGrm+pQEBfmPqOlNuLuGIxxSOBJI2FX1rBufERI2Wce3/AKaP1/AVk+e5uFmdyz7gxYnnrV4ajKM1JkSimmjsSetMJo3blB9RmmmvoUeaxDSdqDTT0piA1H3pW6U3PNAHYClptOFWhMcKVaQdKcKYha0tHXN059E/rWYfrTobmS2lDxtg9/elKVlcqOrOneqNx0pINTinQBsI/v0NRTSN83SnGSktDqhFowNWY7XrT8L3L3OiIZCxMbvGGJzkA4FY+pyjJVk6+ho8BzK9lqCICqrfSKMnOeBVFyR1zniq0kgHeppThaoTNg0wQSSgVVeXrzSM5J4qJlwCTmgoiMmXqweFqknMv41edf3WaYBG+4fSlZ8VUgk2SlT0NTycrkdqAIpZcA81nXFxjJpJLrORnkVn3E5xzQAPOWOK5vxpJdL4eeG2A3SnD+pQckD8q3UO45qhdkS+JtIiYZTMhI7fcOaHoBxOmjPl/Su+01WMKHGK4wQLp2rz2bOqmKQqMnt1H6YrqrK/tYYQZbhM9gDn+VS5pbgtTeQrwB8x9RST3cUTRxO2JJDhV7/WsC58REqVtIyv+2/X8BWT9pka4WaRyz7gSxOTXNUxMdog4No7JqiPWlDbgGznPNITVLY4XuITTSaUmmmmIRjxUdKxpM0AdcKcKjBp4NaEjhSk0wmkzSAdmo2OGp1RzHABrKt8DNKXxoS4lxBise51S4tV/dTsPbOR+tW7yUCMDPeub1KfGQPevMnZ7noxiQXviW+JK/uXPTJSuy8D28lrZ3sZGX+2yHnjI4rzSIefqEMePvyquPXJFex6fCsQZ1HDSE/ia4VBKLaXUKz2RoSQ3MxG6RUT0WoLqGOCI45Y9zWgAAuapXK+ZIM9BUPUwRTt4t4JNR3QCqRWkkYjjOKzLgbg596zasNFGH/WH61onmGs+L75PvWiOYqEMx5MpPkcVcSQPEQTzUM6/PUSZB9KQGZeQtHKxXoTmqTFX4et26QSJle3Wsua1U5PQ1LZaIY4zF0IKmqSxmTxTZyEcRo/P1XFW4w8bbTyp/SnWqKdSJVTlUJJ+tb4RXrRCo/cZxvjyyEWvW92BxcRYP1U4/kRVK15Sur8b2f2jR0uFGWtpA/T+E8H+lclauAg5r168feJou8S6OKdnIpqkEdaXIrJG62OuspfNsYG9UGamPSqOkNnTY/YkVdJr0YO8UeXNWkxCaax4oJpharJAmmd6CaSgDsqcKjBzTwcVaEOHSlzTN1GaYrCsaYWweaU81HKcVnU+FmlNe8guJdsGAcZNY91qlzbn91OyjvnkVbu5cRcnvXOalNwea8zncdj0Ixuyvf+Jb3D4WJ2HAYrXY+CIHtLO/Rh85vZD/KvNYx5+oRRDkPKq4+pFexafEsYZlH3pGP9a6cDUnO/Mx1UlsX5IrifAZ1RP9nqaiuIEhiOASx7k1eHCZqndKZHHNeiYopQQ7wSfWmXIAUqO1aaRiOM1lXByHNBRTiHzGr5/wBSKoRferQXmIfSqAypRtm49asJLvQiorhR5hxTEOKSAzLyJo3YjnPNUHKvw3at+5jWRdwHPesua1VulMCukZTvlTVJIvN8UWb9okf9Vq6EeM4L5X0p1oqnUjgfcQkn68VL2FLY4vx3ZeVr9vdgfLPFtJx/Epx/LFU7YcCus8bWRuNIS4UZa3kDY/2Twf6VyVu67QK8vEfGOlrEurkCnDnio1YYpwYVzo2OvspN9nC3qoqZutUdJYHTo+ehI/WrjGvSh8KPNmrSY0mmsaXPFMJqyBDSZoJ4puaAOuBpwNR5NKDWhJJnNFMBp2aQDs1DP90VLUNywVfwrKt8DNaKbmjm9U1FY3I3fSuZvb4yHGaveIdwZyO1cmkxbJzXlS2PVSN3QENz4jsUHIEu9vooJ/pXs1nzAv8AvGvJ/h/D52q3NwQT5UO0H3Y/4A16vp7K0O3uppThy0L+Zy1pXmaIztFROhLjipqCOa4iCOQYjIrHuPutWtMwxxWPd8ggVEhoqxDA5q+nMVU1GAKtQH5Kgoo3JxL0qLOBUl5xJVZjgZoAcrjcQelULxwjnYOKk85d3eo5mD5x6UmUituRlzg5pLIZu7hvYChVx16U+zUjzGPRm4rqwCvWRNX4GSXdsl1aywSDKSKVP415YySWd1LbScPExU5r1hjxiuD8dWIjmhv4uDJ8kgHc9jXtV4XVzKjOzsYy3JLBQeauxncuTWBpqu8xJJJro0jCRjPWuRqx2o6LRGzYY9HNaLGsXQJfknjPQEEVrk130/hR5tVWmwJphzijNITWhmITSZpCaTNAHYjinbqZmlqxDwc0tMBpwNAri1Fc/dFS1BdMFT3xWVZ+4zWkrzRzeqX4icjNcveXxduDkfWtDxDu/eN6CuTSbcOSa8lnqJG74fBuvEljEo4Eu8n0Cgn+leyWQ/cKf9o15T8P4BLq9zcEf6qHAPux/wAAa9X09t0RXupzXfgY2i2c1SV6ljR7VCy5cVPSYxzXoEkcgwhrHnHDVryn5TWPdkDI9TQUirEKvr/qxVNRgVbi+4KdxlC5wJaiOKfef66oGOFzQAokGcHpVG8cRudoyKkMoB6VDORJRcCAOr9sGmWY/wBKuG+gpVXBp9oMeY2PvNSm9CZu0SW7t0u7SW3kGUkQo30NeVtHJZXMltNxJExVq9YycYrhPHNgscsN/HwZP3cmPUDg/l/KuCvG+plQlrYxVuTkAVciJZM1iaajNcktk/Wt9I9qYrjasdsUdHoj50/Ho5rQY8Vj+H5DsuIz0BDCtZjXo03eKPOqfExKaaUmmk9aszEY02gmkzQB19FJS1oShwpQaQUUgY+qtz1b6VZHeql02HYH0rDEO0DfD/GchrihgOBg5zXEiAxTzR9R1H0rvdUTzAfpXI3KeVMHIyOhry5Ox6iR1Xw4jxDqLEYO9B+hr0zTEwjMT944FedfD6N/7PvblxhZJgq/8BH/ANevSLLiBDWtfSgjgk71GXz0pjNTiajevNbGRSHisq5+9Wo/Ssy4HzGs5FIh6JmpYW4FQsSIz9KW3YsBUjIL/wC9mqmcrird/wBfwrPRz0oHYrScMaZuIqSYfNTDnYcdaTKQuA44IzUVnMGluIehjYEe4I/xBqLy3Dbg3NUjOsHiWBO1xCykepByK6sDLlrImorwNonmuY8ZjdpkA/6bj/0E10jGuf8AEyiW2tkPebPPsD/jXvVX7rOWl8SOc06xx85AxV+4TauKt20CxxjaBVO7fMm0V556SRd0Iczn6Cto1jaEP9f+FbBNehS+BHm1vjY1qYe9PJphPWtDIaaSgmkzQB2VKKaOlKKtCY6gUUUCJBVS6HJ+lWl6VTu2/eMPasa7tA3w/wAZyGuruAUjIIOfpXFCBoppo/fK/Su81RNxP0rkrtRHcFyO1eTJnppHV/DkDyNQ453oM/ga9K01cIzHoxrzv4exP/Z97cMu1ZJgq++B/wDXr0ey4t4z68162FXuI4pa1GaBxUbNxTyRio26V1FIic5HtWRcjLVrPWXc/foKIui1LC3yioHOIz9KW3bKimBXv+pNVN2V/Crl+OtZ6GgCvIMMaYSafNnNRknYfWgBchhkVFZzh5Z4ehjYEe4I/wAQaZtYHIY5qmZxb+I7ZASBcQsGHqRyP61M9URUV4myTXLeNF36bAP+m4/9BNdMxrn/ABMvmwW0eM5lz+h/xrlqfCznpfEjmdOsed+MZrRnQIvAq1BCEQYHSql4+WwDXnNnpl7QeDOf90VsGsfQuk/4VsGvRpfAjzKvxsaaZTiaYelaGYhpKUmm5oA7EUtIDS5rQlCilpoNKDSAeAaz70/vm/3RV7NULrHnsP8AZFc+I+A6MN8Zh3YypPtXK6iuGHFdfOoKt9K5bUkG6vKq9z1InZeC9n/CNQheD5j5+ua7e04t4/8AdrhPBX/IBI7Cd8fpXc25xBF/u1rin+4iec/4jLoPFNbpTQ3FIx4rzrlDXPFZtx1NX3NUJzkmoZSKrN8rCktjgU1zjNNtz81SMdfjIz7VmL1NaV3ylZjcNxQCGzCoDwKsscimbVxzSKRWBGelcprV0IvFNnMG+WFkU+2Tz/OutllijU7SM+tcJ4jiYzSyEHO/rWuHdqiY3szvGPasDVz5t/bxkcKpb8Sf/rVr27brWJic5RTn14rHvjnWSOwRa+gqv93c5aK/eA42QnHYViSsWfJravX2wnGOlYTnLVxHoI3dDUC2lbuWx+laRPPSqOkDbp49WYmrhOTXo017qPMqu82ITTSetKaaT1qzMQ03NDU2gDtR0paaDkUtWhDhSimg0oOKAH5wKz70/vW+lX93FZ91/rX+lc+IfuG2G+MwrsbgfpXKagmXrsJlyG+lcxqK4avKqHqxOy8FBB4bhA4Ikfd9c/8A6q7a14t4/wDdrhfBR/4kRH/TZv6V3Nv8tvH9K9jC/Ajg/wCXki7u4prNxTd+aRm4rpNNBjGs25HzVfc8VQuDk/hQBVc/KaS2PSkfgGm255FMBb7kGstThq07vlfwrMPBoAbKM5NV2JwasseKZhSOaAK61yms3Xk+KbOXPywsg/Pr/OusnkiiUkH61w3iGJvPlkwR+8zmhrQHsd45ArA1lvMv7ePsqlvzP/1q1oH3W0RznKDn8KyL0Z1nHoi1w19InPRX7ywjjZDx1rEmJMvJrZvW2REd6w2OXrz0ekzc0NMQSv3LYrTYmqWkLtsAe7MTVxjXpU/hR5VT4mMJpO1FITWhmIxpuaGptAHZrTqYOKXdWhI6im7qUHNILjs1Quzi6I9VBq9WfqIIuYnHQqRmsMQvcOjDP3zOl+630rlNWYA/jXWTjCN9K47WTiQGvLqK6PTidn4NUr4fRscPK7frj+ldvGf9FiI9K5DwxH5fhqyXuULH8Sa6235s19hV4vSjBHnXvNstJyBSO2ATTI2wBSSthCfavNZZHJJ2qlKck1MzZxVeU8GoZRWc9aSJgrUjmmIfmFIZNdH5KzW61auXyv4VRZqECJAMg1SmkBbC1Ydjt471AsYJoaKIkhDjc5OAc4rA8Rwf6G8mOriuocqqY6ZrC8T4+xxRd2OacNGhk+iyb9It8/wrt+mOKrXC51dj/srTtB+XTCPSRqWT5r+VvQgfpXvSleijGkv3rKWokevasfqeOTV7UJMyEYqCxiM15EvYHcfoKwirtI65OyudFbR+Vbxp/dUCnk0p6Uw16Mdjy5O7Ammk9aCaaT1qiQJpM0hNNzQB2yninUyl3VaAdRSZoBzQK47NULs4uSueqA1erO1AYuY27FSKxxCvA3w/xmfL/F9K5XVTg11c4+QkelcfrI/eqa8moj00dn4NUr4fRj/FK5/XFdxGc2kJ9q47wuhj8NWQx1Ut+ZNddAc2ae1exh1aCR56d6kiwDxSM2FJpkbcc0SHCGug1InkJHTiqkp5qVmyKryHINAXK8hzmmxnDZpHPFNQ4NMZJckFPwrNYc1bnk7e1U2bmgBwXIqlPJltg7d6sM/ykVAsYzzQBCIQ/wAz8qO1YPiO3H2NpMAZcV052qKw/E5H2NIgOS2aGBNo0pk0m3zyVXb+XFVroE6yx7bFp+gfLpu0npI1OlG69lb0wP0rgxPwmVL+IyjqLfJjNY+Oav6hIGcgHmoLKHzruNTjAOT9BXFBXsjtk7K50VtH5VrGn91QKcTzTmwR1qNjXpRVkeVJ3dwJppak3U0mqJAmikzSZoA7PNGaZk0ma0JJNwpQajFPFIB2aq6iP3KP/db+dWajul3Wsg9Bn8qiorxZpSdppmVIhaI/SuM1sYlx6V3LYaI+mK4fW+JT9a8iR60dD0LSo/K0izT0hX+VdDZtiJVPQrWHb/LaQqO0aj9BW1bqy20TAdulXjtIRPOh8TJxwTRKflFJ96kk+7Xlmtio747VBK4K1JIcdarSyZGAv40mMruaZvNK+aj5zUjGyEnqagY4qWUgDFVWJ7U0CHFqB1pnPcVKpBXNDGJ5W9gT0Fc3r8nnXaRLg7RXQyysRsjyD6iue1GCK1V5ppgHI6ZyTTirspEugHNlIv8Adlb+lDH5ppPVjVbw+4XTrl8nbvzk9elTs3l2ZZumK9hv91FCor32zDncvIc1paLAQkkx7naPpWUcyPwOSeK6W3hFvbpEP4Rz9e9Xh43dwxE7RsiQ000pPXmmE12nAJSHvRmmk9aYhDSUE0maBnbhqM1HmirJY/dSg1H3p4AoEPzVXUVzCj/3W/nVjNMuvmtnHtms6qvFmlJ2kmZLrmI/SuN1riT6V255hP0ridc4k/GvImj14s9B0pPJ0izj/uwoP0rorRv3Kg9CKwLcAWsI9I1/kK3bdSkEZ9q9mlsjzqesmTLwaSblaM5pJPuVsbFRmxVeRwVNSucVWkfORigZA7d6ZvPalfOOlR80wGTEsagNTSnFVWJPSgB3FJjmmZI6ipEPGaAARFnBI+Wuc8RSeddpEuOOtdDPI5XamQfUVzmoxRWyvNNOA56DqfyoeoEugtm0kX+7KRTyQZJX9WNU/DsmLK5cEkB85PfirLkR2zM3XrXnYt2sgox99swrhy0jcd609HgxG85H3vlFZDZkfgck108MXkW6RcfKMHFZYeN5XKxMrRsONNanE1GTzXcecJSGg0hoAQ0lBpKBnY5oByabTgK0IHCnjpTKUGkMfmkb5lK4zkEUmaTNDWjBaMzI2zGVPpiuN8RR+Xu55Fde42zSKOgY1zfiW3LWsrjrjivHmtbHrxelzt7dh9miPT5F/kKk0DxlpGsyPZrOLXUIGMclncELICOOP7w+lVrHmwtcnJMSZPr8or558UT+b4s1SZXJ/wBLkKtnnrXdVwsa8EnueWqjg2fWRwOo5qGeWKOP52xnpXzNpHxK8UaPEIYdTeeADAiuR5oH0J5/Wtg/GbX3/wBbaae/H9xh/WvMlllZP3WmaqvHqe2tKrk4JP4VEzgceVIfyrxOT4w66VxFZ2KH12sf61Xb4t+JT0+xr/2xP+NSssrvsV7eB7iSve3l/MUYQ8/Z5fxcV4YPi14mH8Vof+2P/wBepF+L3iUfeSxYe8J/xp/2ZW7oPb0z2WZk34Fu+fdxUJ5HFuB9WrxuX4r+InYkJZJ9If8AE1Sk+JPiZ+l6if7sS0LK63dB9Yge37XPHlp+ZprW8hH8I+leEv498TuOdWmGf7oUf0qpP4s1+5TbNrF2V9BJj+VaLKpdZB9aj0R7vdXVvYxFru6jhjxyXcLXCeIvHGkRxtFYr9plIwGUfKPfJry+a4mmbdNLJK3q7En9aj611Ucspwd5O5nLEt7HbaD4j1Oa0uLK1Qy3N1JlQBkRqAM4FWdR8Q6zYyLFewll/iDpt/UVf+HenG20qbUJoQDIx8pj1K45/DIqxqxS7EiyAMpzwa0qTiny2NqdOTjzXIdB1Wz1O+iXeEYc7HOMn0FdifrXlvh/R7hPE9ufLkNuj7t+07eOeteok5rWEFFaGFSbbsxDzTCeaUnmkNWQNJpvrSk0lMBCOKb0NOJpp60IR2eeKdUdPU1YmKKcKbS5oAdQwDIVPQgikzRkUpK6COjMtTmLBPTiuN8QpsZjXXv8s0ijoGNc54mtt1pJJ1yOK8ma96x60X7p20BzBCfVF/lT9A8ZaPrEj2InFtqEDGOS0uDtcEcceo+lQWJ3WFsc5zCnP/ARXzx4nn8zxbqsyuSftb7Wzzwcf0r1oaRR53tOSTPrIhR94VDPNGkZJ6V8z6R8SvFGixiGHU3nhAwIroeaB9M8/rWu3xn16QfvbPT2PrsYfyNaXL9vE9tadWPG7FRGQE8RSH6YrxJvjBrpXCWdgh9drH+tQN8W/Ep6fYx9If8A69FxqvDqe5HDdYJfzFJhP+eE3/fQrw3/AIW14n/vWf8A35/+vT1+LviYfeSxb6wn/Gi4/rED2efZuAEDk+7iq5J7W4/F68cm+K/iKX7qWUfuIc/zNUZfiR4nkORfIg9FhUf0ouDxED3Aqx/gT86a9u5GQVH0rwh/Hvid+urSj/dVR/Sqs3i7X7hdsur3ZHtJt/lRcX1iJ7tdXEFjGXu7yOFB13uFrhPEXjjRkjeHTwbqQ/xgYUfia8umuJrh980ryN6uxP8AOmdaLkSxDex22geJNSktJ7S1j825upSVAGfLUAZwPxqxf+INasHWK+iJTv5ibT+BFaPw7077Npc2ozxbTKxETHqU749sirWqlboyLIoZG7GuGtUXNZo2p05Nc1yt4f1az1K+iXfscfMEc4yfQetdkW4ryzQNHuU8TW58pzAkm7ftO3jnrXqJNa04KK0MKk3J2YhNNPWlJpDVkDM0GikzQAhpuaU0maAOwHSnZ5plLWjIJKKaDS0guOpKSkzQNGTcsUvZR75rM1ZTJFt7EjNbF0ga+Bx/AKq3ECsOQeK8uorSZ6tLWCJ9DuSvh+GSRuYEYMf93P8AQV86Xdwbq+nnb70sjOfxOa9mvtT/ALL0fU0IJjlgcLgZIfaQPzrxMYBwBmvRoz5onm148shQKbinEvjgAUxi3rWpgLj6UEUws4pNzd8UAP4FG6mbjRmgBxPNJmm0UAOJFNoApeKAErrfCPhVtan+1XSldPib5uxkI/hH9TXO2FjNqN9DaW65llYKo/rXskbWuj6fFYw4WKFQoI/iPc1hWqcistzpoUud3exbupUhgS3iUKiqAAowAOwrnLhdzke9acz7wH559azT89yo9XA/WvP1b1PRaSjodNawC1tI4R/CvP171ITStTT1r0VseXLcYTzQTQ1NzTBCUhpaaTQOwjU3NB70lAjtKctR0oqyWS0UinNKaACikpM0DRk3LlL2RR3OazNYBkttvXvWxdRhr3dj+Cq1xCCp47V5dTSbPTpO8ETaJckeH4pZTzEjBye23P8ASvnS7nN1fXFwTkyyM/5nNez32p/2Zo2qIQxjmt5Au0Z2uVwD+NeJKccY7V6FGSlE8+tC0mGKQilJf0AFMYv61qYDsUVHlvWjcaAJOlJkUzJpM0xD8ikzTc0UAKTSUoowKAErrPCPhZtan+1XasthEeT08w/3R/U1z1hYy6jfw2kC7pJWCgf1r2WN7XSLCGxgwEiULn19/wAaxrVORWR04ekpO72LF1KkMC28KqqKoGAMBR2Arn7nLOfyrSmfeN57is779yqHu4H6152rep6VkkdJZwC2tY4R/Coz9e9SmlxTWr0o/CeXLcQ00mlJ4pmaBBTSadmmE0DsJk5pB1ozTQeaBHjn/CUeIP8AoO6n/wCBcn+NH/CUeIM5/t3U8/8AX3J/jWVRWpia/wDwlXiInP8Ab2qZ9ftkn+NA8VeIgcjX9UB/6/JP8ayKKANf/hKvEX/Qf1T/AMDJP8aT/hKfEOMf29qnr/x+Sf41k0UAap8Ta+Tk65qRP/X3J/jSN4l15gA2t6kQOmbt/wDGsuilZD5n3L763q0gIk1S9cEYw1w5/rVLe2c7jk+9Nop2Btvcdvb+8fzpNx9T+dJRQIXcfU0ZPrSUUAFFFFABRRRQAZPrTx0plPXpQB2PgC03ajc37jCQRFVJ/vN/9bNWtU1RrvV4LZJAFLgHJwM5qxbwyaJ4Yh3RmN5U8xtwwST3/lXEqZLzUVVcl5JAq845JrmceebbO6MlSgl3PYNThaGGJuxUVl2nz6hCP+mgrQ1qZbe2t7ctuZEGcms7RmE+qR7Rnblj7DFcqXvHXJ+4dW1RmnnpTDXceYNamE05jTKAEJOaQ0pppNAxKQdaWmg80CO0pRTc0oNWiWh6mlJqPNBNArDs0ZpuaM0DRVmObw89FFVb6YRpjGcip5T/AKaT7D+VZWrSkEhTwBk15lT42enS0gjIlaO7SWLqCCDXkOqWbWGqz25BAVjt9x2r03QJTO2pDBBjlIQf3v8A9VcZ40VjqMMjY3FCCR7GunDrldjHEx5o8xzvXrTGwKOfWmkV2HniZFJRSUAFFFOEbFN+07c7c9s0ANopcUlAgpR1pKUdaAOx8AWe7Ubi/YYS3jKgn+83/wBbNWdU1V7vV4bdJAqGQAknA61PBHLonhiIGNkaVPMbIxkt3/KuKVpLzUEVSS0kgVfxNczjzydzujL2UEewajF5MKHsRkVl2uZNRhA5+cVoa3OttbW9uTuKr65NZ+kHztTi2g4XLH2rlt71jqcvcudUTUZp5phrtPNY00ztTjTT0pgITTTTjTD1oGJSA80ppo60AeE0UUVqYBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFPHUUUUAevfEL/kX7L/rmv8AKvLdN/5C1p/13T/0IUUVjDqddXaJ6Z4i/wCPsf7o/lTvCv8Ax93P+4P50UVyL4jsl8B1B6Uw9KKK7GeaRnvTaKKEAhph60UUDCmjrRRQB2dLRRVoQUGiigQlLRRQBRm/4+z+H8qxdV6T/wC6aKK8yp/EZ6dP4UV7b/kFaX/1zf8AkK818a/8fsH0b+lFFdNL4kZ1f4bOXpDRRXYeaMpDRRQAVoJ/yAH/AOvtf/QGoooAoUlFFABSr94UUUCPXfiB/wAi/Zf9cl/lXl+lf8hez/67p/6EKKKxj1OuptE9M8Rf8fy/9cxTvDH/AB83H+6P50UVx/bOt/AdOelRmiiuw88YaaaKKYhp6CmnrRRQMQ00daKKBn//2Q==", "path": "002812.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002813
Men Tshirts
{ "bytes": 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", "path": "002813.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002814
Men Tshirts
{ "bytes": 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", "path": "002814.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002815
Men Tshirts
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", "path": "002815.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002816
Men Tshirts
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", "path": "002816.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002817
Men Tshirts
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", "path": "002817.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002818
Men Tshirts
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", "path": "002818.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002819
Men Tshirts
{ "bytes": 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", "path": "002819.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002820
Men Tshirts
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", "path": "002820.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002821
Men Tshirts
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RQAUUUUAFFFFABRRRQAlFFFABijFFFMYlFBoFABRRRSAKKKKTAKM0hooAWiiimAYpMUtFABSYozRQAhFNp9JQA2inUUDG4oxRRQAYoxRRQAYoxRRQAUUUUAJRRRQAGq10xEfFTtVSZixwelAijtz1rG1BcSNnpW8wxWJqAJc0wKGlzG3vDGThWORXYwPvjBrhHOyVXHVTXXadcCWFTnqK0iS0aFFJmlrUQUZpKKACiiigLov0UUVgUFFFNkOENAGZqcxWMgGpbKIR2sagckZNUbxjJdxxZ6tWsgxj8qlgSKMCpBTQOKcKQBThTacKAH0UUUAFFFFABRRRQAUUUUAFFFFACUUUUAFFFFMYhoFBpKAFoozQKTAQ1RuLtoXCqOO9Xqx73/j5/CvIzevOjSUoO2ppTSb1NaM7kBp1Rw/6oVJXoYeTlSi2Q9xaKM0cVuIKa52rn0p1Ml/1ZrGvJxptrcFuU7a8eWbawGKvYrIshm6rY7V52U4idam5TfUuoknoJSUppK9cgKKKKAG0U6jtQMbRRRQAUUUUAGaCaSkzQAUUUUAMkOBVQnJNWJuuKrd6BEb1k3qZY1rSdKo3IGzOKAOauUwWrT0S6yPLJ6VTvVAycVVsJjBeDnhquLJO7U5ANOqC3cPEpB7VPWqYgooopiYlFFFMVzQooorA0CoZ3wlTVUvX2xGgDNtB52os7DIStdBWXpYysjnu1aidKQEg6UtIKWkAtKOtJR3oAkFLSClzSAKKKKACiiigAooooAKKKKAEooooAKKKKYwpDgClpki5XikHUw5vFmkwan/Z73SC4zjHbPpmtxWDAEHgivJ9Q8D6hL4kkcSxG3kl3+YW+Zec4r1OJdkSL/dAFRGT6nTiKVOCi4O9yasm9H+l/hWt2rJvD/pf4CvGz3+AvUzpbmlD/qV+lSd6jh/1Ip56V6mG/hR9DJ/EzI1fxDp2jFBd3AQt0XqT+FXrK7hvrZLiBw8b8gg9a4fxv4WvNWv4bq0KMVXaVZsfrXTeFdKk0fQoLOV98i/eIOatSlza7HVUo0o0Yzi/eZuU2T7h+lO6Cmyf6s0sR/Cl6HHG9zLtf+Pqtasiz/4+/wA61zXkZF/Bl6m1bdCUlLSV7hmA6UtA6UUwCg9KKD0oGNooooASiiigBO9JmnUlACUNwKXFNkOFoAgkbmojTm55phOKBEb1VuR+7q05qrOfkNAGDqC/LxWOzbJFb0Nbt6vy1gzggkdxTjuSzstIn3wqM9q1Qa5nw/PuiCnqK6UdK2QmLQaKDVEiUUUUxWNDNLSUorA1Cs3UWxEfpWlWTqTADB70ASWCBbVSO/Jq4nSoIABEoHTFTLUASiigdKKYDhRSUvegBwpc0gpaADNOptO7UgCiiigAooooAKKKKAEooooAKKKKYwNNJ+WnGmn7ppMEeMa9e3a+OJES5lVBOvyhjjqK9ij5iX6CvFdeP/FdS/8AXwv8xXtcH+qX6Cueluz1sxio06VuxJ2rJvf+PsfStasm9/4+x9BXl55/AXqebS3NOD/Uj6VJ2qOD/Ur9KfXqYX+FH0M3ueafEy5nguLLyZ5Ishs7GxXU+CZpJ/C1o8rs74OWY5J5rkfij/x82P0aur8B/wDIp2n0P86ad6jR61eEfqMH1udN2qOX/VmpKZL9w/SjEfwpeh5MdzKs/wDj7Na9ZFn/AMfZ+ta9eTkP8KXqaVNwpO9LSV7pmLRRRQAlB6UUHpQMbRRRQAlN706m0AFGaKKAEzTJTlKcajegCAniozUjVEzdqBDX6VVl5WrDHiq8nzChgZl4OKw7pP3problQUOaxLkAPmhCJ9DlCS7D1zXYo2RXCaXIBfc8c128JyorohsSybNFFJVki0UlFAGjRSUVzmgp6VjX5DSxr/tVsHpWHdHdfRr70AaUYwMVIKjQ1IKgCQGnUxafTAWikooAeKd2qOnA5oAdRRRQAopaQUtIAooooAKKKKAEooooAKKKKYwpG6UtI33TSYHh+vf8j5L/ANfC/wAxXtcH+pT6CvFde/5Hub/r4X+Yr2qD/Up9BXPS+KR6+ZfwqXoSnrWRef8AH3+Fa561kXn/AB9/hXlZ3/BXqjzKW5pw/wCqX6U+mQf6paea9eh/Cj6Gb3PL/ilxcWP0b+ldZ4E/5FKz/wB0/wA65P4o/wDHxY/Rv6V1ngT/AJFKz+h/nUU/4rPYxH+4Q9TpQKjl/wBWaeKbL/qzVYj+HL0PHjujKs/+Psitesez/wCPw1sV5OQ/wpeppU3CiiivdMwooooASg9KKD0oGNooooAaaKDRQA00ZoPSmE0AKRVaWdYzg04yHMhJ4ArIEhurnCk4FAGnvDjK9KqyvtbFX1iCRhcc1j38mxjQA/zMkCnleKo2bmRsk1qbMigRl3IwDWLdLlia270bRWRPyGoAzrcrHfJzXc2jboga4EkrdKfQ12+mybrdfpW8NiWaFFFFaEhRRRQBoUUUVzljXOFzWE5L6rGPfNbVwcR1i243aozf3VoA1E61NUMfUVNUAOWn0xafTAKKKKACnKeabTl45oAfQKKKAHUU2ikA6iiigAooooAKSlpKACiiimMKa3Q04009KTA8R17/AJHub/r4X+Yr2qD/AFKfQV4pr3/I9zf9fC/zFe1Q8Qp9BXPS+KR7GZfwqXoSnrWXecXP4VqVl3nNwPpXl55/BXqjy6e5ow/6pfpTzTIf9Uv0p5r1cP8Awo+hD3PL/il/x82H0b+ldZ4E/wCRUs/of51ynxT/AOPix+jf0rq/Av8AyKVl9D/Oph/FZ7GI/wCRfT9TpaZL/qz9KfTJfuH6VWI/hy9Dxo7oy7T/AI+jWuelZFp/x9Gtc9K8nIf4UvU1q7oSiiivdMgooooASg9KKD0oGNpKKSgANNY4FL2qORqAGSTqOpqJp1xxVe4fDE9hUatuTdQA29utltKV6nim6JEWQuw5zWffPuhKdy1b2moEtkwOooAtN0rnNVYBvrXRycKTXK6o+ZePWgB+m8mtrHFZGlrwK2gvFAGPqAwpPpWK53E10GpoBC1c5nLGgRn3KFZC3piuu0eTNuv0rlr0EAn2rf0F826Z9K1hsQzoe1FA6UVoIKKKKoC/RRRXOWQ3P3KybLm7mb8K07s4jzWXpvW4b/aoA0oz0qeq8JyasVADlp1NFO60wHUUUHpQAlAPNJTHOGXFAFgUbs1GGpwNAD6KM8UUAKOlLSClpAFFFFACUUUUAFFFFMYGmN3pxppHBoA8R17/AJHqb/r4X+le0wnEKc9hXiuv8eO5v+vhf5ivSPF2pXGleGnuLXIkIC5HYVy0tHI9vHQc4UYrqjpNynvWbdn/AEr8K8s8LeIdUXX7aJrqSdJpMMrnPBr1G7OLgV5OczUqCfmcVbCyw1Tkk7mtD/q1+lONMh/1S/SpK9jD/wAKPocT3PL/AIp/8fFj9G/pXV+Bf+RSsvof51ynxT/4+LH6N/Sur8C/8ilZfQ/zqaf8Vnr4j/kXw9Tpe9Mk/wBWaf3pkn+rP0qsR/Dl6HjrdGXZf8fRrW7Csmz/AOPo1rdq8nIv4T9Wa1dwoopa90yENJSnpSUAFB6UUdqBjDTTStSUAITgVWnfaKsNVG4brQBn3VxsU9yadZyeZaFj2rN1GU5qxYybdMPqTQBC4Lzr6V09qu2BPpXORrmRa6aD/Ur9KAEuTiFj7Vx185M341193/qGrjbnm4IoA1tLX5RW4FGKydLXCDNbKjigDK1RP9GeuVT7xFddqYzAwrkY/wDXsPemhMivUzFmtDw5ITFg9qrXaZgp2gPtdl960iSzsF6UtMQ5UU+tEiRKKQ0VdgNGikornAqXxxCaz9MGYJm9Wq7qLYhIxVTTxtsM/wB4k0mWXbfoDVg1FBwoqWoAevSndKaOlSUwCg9KKD0oAjPWkfnFDdaaTQA4NT1bNVWb5qfG/OKALgNLUYPFPBoAXNLmko70gHUUUUAJRRRQA2iiimMKD92ikNAHiOvf8j1N/wBfC/zFexz2sN5ZeRPGrxsuCDXjniD/AJHqX/r5X+Yr2qL/AFSfQVzUt5HsZk2qdJrsYmmeEdI0u5+0W1sBL2YnOPpVq84uRWqKyr3/AI+q8vO0lRVu6POhUnUleTuacP8AqV+lSVHD/ql+lPr1cP8Awo+hg92eYfFT/j4sfo39K6vwL/yKVn/un+dcp8U/+Pix+jf0rqvA3/IpWf0P86mH8VnsV/8AkX0/U6Wo5fuH6U+mS/cNViP4cvQ8iJmWP/H01bA5rHsf+Ppq1+1eTkf8J+rLqbhRRRXumYUlLSUANNJmlppoGDU3NFMY0ADvWbcv1q27VnXLdaAMO9bc+KsWjn7GEHrVK6bMtS2cmCVP1oA21iAhjJXknrW1B/qhWUeYIvrWpA37oUARXx/cGuQcZvD9a66+GYGrliubgn3oA29PGI61k6VlaeDsFaq9KAKl/HmFq4dTi9dfeu7vR+4auCTnUZP96mhMuTrmEjFVdJby79l7VouuYyDWRaPs1ID1FVFktHbxNlRUueKgtzmMfSpa3iIWiiiqEaFFFIawAztTOI2+lR2Y/wBAjGOoo1T7jVJZj/Roh7VnIstxjCinry1IBgUqg5pAS4xTh0poFOpgGaQ80UUAQt96kJwM0p601/uGgCrI/wC9UVMh5qqQxuEP8NWVYZoAtr0qQVEh4FPB5oAkzSjrTBT6AFooopAFJS0lACGig0UxhSHpS0h6UAeJa/8A8j3L/wBfK/zFe1w/6pfoK8U1/wD5Hub/AK+F/mK9rh/1K/QVzUt5Hr5n/Cpeg/FZV7/x9VrVkXn/AB815eefwV6nl0VqaUX3F+lS1HF/qx9KfXq4f+FH0Ie55h8U/wDj4sfo39K6rwN/yKNn9D/OuV+Kf/HxY/8AAq6rwL/yKVn9D/OlH+Iz2MR/yL6fqdJTJf8AVmn02T7h+lViP4UvQ8iPQy7If6W1a+aybL/j7b6GtUdK8jI/4L9WXU3CkpaSvcMxRSHpSjpSHpTAbTTTj1prUDEJqCRqkY1WlNAEUr4FZV7LgH1NXppAFPNYl3Lucn0oAovuLkk5qjHetbanLHKcDeoXPoavk1ieI/3V/pUgBzNOsZx7UAeiA7oI60YP9WKzITmJa1IP9WKAFuRm3auW2/6UfrXVXH/Hu1c3s/0gn3oA1LHhRWkvSs+0GMYrRXpQBBe/8e5rgIz/AMTGX/frv73/AI9mrz+P/kIy4/vUCZqnlaxX/c6khHetsdKxNR+W7hf0aqhuJnaWb7oFPtVis7TJN1utaIrpRAlFFFUBo0hpaQ1zgZWqfcapLAhrWM+1Qau2I2qTSedPi9cVLKL+cVLHUNTp0qRj6KKKACiig9KAIT940yX/AFZNPP3jUU5/dGgCujZJ9qeOKrWzbi31qzioAtR/dFSioI+gzUwqgJB0p4qIHmpAc0wFooooAKSlpKAEooooGFB6UUHpQB4lr3/I9zf9fC/zFe1Qf6tfoK8V17/ke5v+vhf5ivaoT+6X6CuejvI9fM/4VL0H54rKvP8Aj6rVrKvP+PqvKzz+CvU8ujuacXEY+lPpkX3B9KfXqYf+FH0Ie55f8Uv+Pmx+jV1ngb/kUrP/AHT/ADrk/il/x82P0aus8C/8ilZ/7p/nSh/FZ7GI/wCRfD1OhNNk/wBW30p9Nk/1bfSrxH8KXoeRHoZtl/x9N9K1e1ZVl/x9t9K1O1eTkn8B+pdTcKKKK9pIzFptFJTAQ9aQ0E0hpjI3OBVOZsDmpp5AnU1k3Nyc0AMupQAax5XDE4qxcykjOapE0AAGTiotUtkmNgWHKThl+uKswAF6ZdyA6hbRDoAXP1oA6K3fMS1rW5zGKyLIbkWtqPAQCgBLj/j3asUJk8DvWnduduwd6gtoGZs44oAtWkJCgmrWKRVKinGgCpqBxaOa4CD/AI/pCf71d1qZ/wBGcCuGh4vH+tAmaoasrV0Bi3gcqQa0Aahu18y3kXGeKcdwZp6LKHt1561riue8PuGhXFdDXVEzYtFFFWBpUh4GaM0jHCGuYDD1h/3TCtG0QR2UKgfwDNZWo/vLqOP+844raH3QMYAFTIoVeTVhelV4+tWFqRjqKKKACkJ4paQ9KAIW61FLzGw9qmYdajI9akDGsZx9te3Odx5Fa4FZEEBXxDkjG1SRWuWpAPU4qZTxVQPg08PTAtDpTg3vVZZKeCc0wLINLUadOakB4pgJTadTaAFFFFFAwoPSig9KAPEtf/5HqX/r4X+Yr2mH/Vp9BXi2v/8AI9S/9fC/zFe0Q/6pfoK56PxM9fM/4VL0Jayrvm6H4Vqnmsy6U/a14rzM6i3Til3PKo6PU0U+4PpTqan3RTjXqUdKa9CXueY/FL/j4svo39K6vwN/yKVl/un+dcp8Uv8Aj5sfo1dX4G/5FKy/3T/Ooh/FZ7GI/wBwh6nRU2T/AFbfSnU2T/Vt9KvEfwpeh48d0Z1l/wAfLVp1m2QxctmtKvMyaEo0XddS6r1CkpaSvasZ3CkNOpp6UhjCTTCxxzT2qNj1oAxdSmYPgGsmSYk81oaqcNWO7c0DGyMWNMxS5yaUCgCSDO8Vhw6qk/iq4tc/6oAKa3F4BPoK860+R28aX3ODu/rSA9ksTiJa1FbgVz2mSN5Sgmt2I5UGmA4xGSQHtVpEVFwKiRlHWniRexoAlPSmk0m7IppNAFG/JMTj2riUGLt/rXcXq5hc+1cTEudQZfegTLe07c0incdvrxV4wAxnis8MI7pVP97FOO9wY7Qj5cjxf3WNdMDmuW01tmqXK+khrqE6V1R7mbH0UmaXNUBoU2Q4SnVFOcRmsAMZx5uqxAdjurWzgc1lWgL6m0nZBWm5+WoluUTwjPNWB0qKEfIKmHSpGJRRRQAUHpRQelAEbVGRUhpKQHN6/qI0iWG9cZXeEb6HitjdnGOhGc1h+MrdbnR5Yz1yNv1zWppxZ9Ot2b7/AJYDfhSHYsCgE04LShKAHJU6DJqNRU6DFMCQdKKSimA6iiigAooooAKD0opD0oA8V1//AJHqb/r4X+le0Qj90v0FeLa8f+K6m/6+F/mK9ph/1a/QVz0d2evmf8Kl6D6YUUnJHNP9aBWsoqW55CYAUtFFOwHmHxS/4+bH6NXV+Bv+RRsvof51ynxT/wCPix+jV1Xgf/kUrL/dP8654fxWeviP9wh6nR1Be3UdnaS3EpwkaljU4qvfWiXtpLbSfckUqfxreV3oeRC11zbHGaP4/tdQ1hbVrYxCRtsbk9a7vtXB6R8PI9N1aO7e5MqRHKJtxz25rvO1TShyKx04z2PMvZbC0lKKK1ORCUxqfUb0DGE80xmxQzVGTmgZnapErR7u9c5IuDXT34zAQOtc5KvzH60hlboakWk2nNPVaGwEJwh+lcZY2RXxpOxHEke4V2zLmsVbbyvFFrKR8siMh+vaouB2FlGFjTA7VrIcKBWfb8ba0BVAGCzYFWI4QOSaIoyOT3qbtTAQDAxTDUlRmgCC6GYWHtXGwRf8TJ/rXZXIzGa5QLs1Bj70AahXCVz2ouYrpSP74rpB80dc/r0fy7l4I70CG2rY1uc9mIb8xXVx/dH0rjbeUfb4XPR0A/EV2EBBQYNdNPYzZLRRRWhOpo1Bdf6up6qXZxGawKM7Tz++nb3xWgpywGKz9O6SH1Y1qQAFjxWbKLKDAxUg6UxafSGFFFFACUdqKO1ADDSClPWikBzevRSXWt6fbIP3RBdvfFbiwiNQFGAKcbWOS8iue8YIH41YZaCivj2oxUhWkAoAVBUopAMU4UCFFLSClFMB1FFFABRRRQAlITS00jg0AeJ6+f8Aiupf+vhf5ivaYf8AVr9BXmWseEdWuvFr3cMKmAzq27dzgda9OjQqig9hWFJWbuenmFWFSnTUXsiSiiitjy0LRRRQM8w+KR/0iw+jf0rq/A3/ACKdl9D/ADrH8e+H9R1ma0NjCsgjyGJbGK6DwtYz6ZoFtbXKhZU6gHNYwj77Z6darCWDhBPVM28UYoHSitzygoxRRQAUlLSUAIelROalPSonoGQv1qOnP1pmaBle6GY656UfvWFdHORsrnp/9e1JjItopwWgYqRahgJsqtPAvmRTdCj5FXxUF8Fj0+aUnGxd2fpQBpwN901rwYbBrEtHE1tFMpG10BGK07SXa2CeKYGljikoDA0opgB6VGTzUhqI9aYEU/MdcvcqVvCfeupm+5XP6ggEwIHJoAsx/c/Cs7U7cyxsT0xWjB88dNu4v3DZ9KBHFo+yWI55R8fga7ixbdEPpXDXcYhlZh/eBrrtImLwJz2ropvQzZq0ZoorURo1TvTiM1crP1FgIjWAyjpZ3eYPRq3IFATNYejDMUj/AN5uK3o1Kpg1k/iKHrT6YtPoGFFFJmgANJRR2oAaTimsflpTRjPFIAgJLc1MRxTFXbTxyKAIyKQCpCKSgoSlpKWgQ4dKcKaOlOFMAooooAKKKKACjtRSigBuMGloPWipAWiiimAtFFFADSKSnNSYpWASiiiqEFFFFABRRQaAGmopPu1IaiegCBzURNPkNRGgZDcH5Kwpz++atq4PyVhT/wCuakMaDUqVCKljOSBSAsJUssCy2UwYBgUOVPQjio4xzVsj/RZh/sGhICSyt0jBgVQqR/dUdgRxVzyQDlRTIFxejHSSPH4jp+lXtopyViRkJYEZqxmmBQKTdzSGPJptKKXHFMZG4BQ8VgagP3yiuhf7hrLktfOmDsOBQAtrHiLoKgvpAIWFaAUKuFFZV6jNnAoA5PUI2ZHYL1FaHhy73Qhc8qcGkvYj9nbHWsXS5TZzk5Pls3B961puxEj0RTkA06qlnOJYVPtVoGuhEGlWXqTfuW+labHANc/qcrSMIY/vO2K52xljQV3WSt7mtoGqlnAtvbpGo6Dn61aWoZRIOlKaQU40gDtSUuaM0DEPWk7UppKAG4p6Jxk0oWoL+9isLRpZTjso9TSAS4mZZkjTbgnDk9qmDelUSMRhjydysfzq4eM0xj88UlR7qM0hklL3pgNOFAh4pRSCnCmAUUUUAFFLRQA2iiigB1FHaikAUtJS0AFFFFACNSUrGkzQAlFFFMAooooAKQ0tB6UARk1FIeKkNQSmgCByM1GzYpzdaic0AVrl/krGmOZSa1bo/JmspwCc0mMYOtSRn5hUfepolG6kBYj6irxH+jyf7hqvbx7nBxVu5XbayHH8OKa3EOV/LS1mH8JXP0IxWqTzWVOAtpjGFAAz+NXHmHABqqgkid5ABUYfNMUbh1qREqCiRTxThQAAKRmwDgU0A12xkZqs0yg9c0FJZW9BSrY+poAZ9oWq8hDscVcaySoWsz2oA52+Tk4rN0mxW5mvYG6Abl9jXWS6WZMkkAdyazb2S00ezmjt8GWQfM3eqi9SWV9EmZk2ls7eDW+Olct4eO5N3diTXUDOK6YmbLN1PsQj2rN06D7RdSXTchSQgqa7R7mYQIcbu/pVi201rKDZBIW9d1YS2GXFXAqVVGKrJJKAN0TVOr5HQj61mMlFBpAaeoBp3GNxS4qUADtRgelIZFinbafgU1mxTAaWC9TiuE8U301w7jkRp933rr7uQk4FY93p0d3G6svUUgJdGvhf6LHPnL7AGHoRW0RuQN2Kgiua0G0axa5tHOMjK10luwa2T/dxVPa4EVLup7rio14qRkgp44qNTUgNADxThTB0pw60wHUtNpaAFopKKAEooooAWiiigApaSloAKKKQ0ADUlIetFAC0UlFAC0UUUAFB6UU1jQAxqrSVYJqtN900AQORULGlbNRNQBVuj8tZjVfuT8tZzdaTGKo5qxGOagTg1ZhA3UgNG0Aqa6GYAo/idR/n8qfAihABSTr+9gX/AGy35A04/EJlLUpWXZEASGOT9BU0MhZcmnvGr3cTP0ZSo+varSWi4yOKuoiYjom+QVOp4qMQleBU6JWZYUYzUm2nBaYDVWl208LQcAUARsuaglkWLOasGRFPNUrlFlcsrAfWgCje3j+Xx0rg9fvwszDPY13c1vGww0mfYGq1x4b0u9sn+1QYGM7880RepLMLwy6tboc9q6sHIrj7CKOwvzbxOTEOFye1dbE2UGa7YbEMjv53tZRNH1AqfS9bF8pLxNHg4BP8X0qLU0BVs+lS6W63VqmLdUCjGT39xXMwNcSq3enDDCmrEgHFPC4qBibBjimlXHSpKM0hkJaQdKia8mjzm2ZgO61bxTehoArDUlPWJx9RQbxG7MKsHb3AprRRuvIFK4yLMTjJIo2J/Diozbc4B4oEEnQHinuBFJGq3cb8bj8tWrQDyyuOVYiqrKROq5zjmrFqcSS++D/Sqa90Cw61XZcVbIqKReM1mMhBqRaiPWnoaYEwpwpgpaYD6Wmg0tMAzRRRQAtFFFABSikoFAC0UUUAKaSlNJQAw9aKDRQAUUUUALRRRQAdqaead2pjUAMbAqpOeDVh6qy/dNAFZjUMjYp8jYqCRuDQBSuWzVM9asTNkmoDSYxUFXbRN0o4qolaumoGbmkBpRrgCobgj7ZGB1VCfz4q1gAVSLB7+U45RAoq6e4pbCyJ5kZUnHHB7g+tXLWcSLskO2UdQe/vVbvnFQXTvGYpIxlw4A/r+lbVI6XIibe0GnAAVDHMHUMvQipA+a5jQkpeMUwGgsB1pgDvgcVHl360jTxJ1P5VF9onlO2GL5f7xoAewVTh2APpUUiW8aFpiAPrUkcLRncxLN70ye3Sc/vIBIvfJoAzpbyBGBhiDehNcv4h8TSxP9kSJznrtHQV1h06OPohC9gT0rMutFiW++3P8yqu3Z60Es5LS5vPvo2z1Ga7qH/ViuHszGuv3G2MxRhvlQ9hXbwf6oV2U9iCXUxmJj7VX0aZpYfLTIEZwas6oQEb6UaCqJZF+MuxzXOwNJPMU+tSrM3dDSo+alFQMj8wEelBkQ8bhmpNoJ6UhjT+6KQyP5f75pCqg/fNSFF7KKQpmgCF4kPJc1E0hT7pyKslAewppix/ADUjIUulPBwGpkt3hG29R3qK7khiKpIpDOcLx3psVsqDBJPqCe9XFCJYz+7DH755NSQ/8fI91I+vem4FJu2PHJ2Df/WrVr3RX1NEc01x8uKXPpTiM1gUU2XFNU4NWZEyKr4waBky08c1CrVMp4pgLS0lLTAKKKKACiiigBaBRQKAFooooAKD0pB1pWoAY1JStSUALRRRQAtFFFAAelMNPPSmGgCGXpVKU1dk6VSmxQBTkNV5Pump3NVpW4qWBRfk1Galc/NUZHNAxyAk8CuisIgkIOOaxLOMvLgV0sCbUAoAVhhSaz4mLPM/GGfA/CtCc7YiazrVSLZCeM5J+prWirsiTJ6qyMFkbecfujtJ/WrQqKSMSRlSM10TV0QtyK2uAADvyPary3iqOATWZbW6iJVRRlRtYE4OavQxYIB247c1yNWNSwLl2+6p/GnKJJPvHrThEwx8y4qVY8d6QxEgUcnmphgD0oA4pcUAISvc00uoHWnbR6CmOgxwKAI5AjjrWNfxMqt5cuT6E1qyBl6YrL1K1E0BzlGI+8vWgTORuT/xMkkKgPnDH1rqrV8wr9K4u+We21GFHO5GPDGuvsGDQKfauynsZsu6o3yN9KTRX821SOFMIvVjUWrHEZPtV/SPk06HAAyvQVzyA0liVe5qVcAVGDS4NQMlopg6U4UDEJpuad3pMUgGk4pA2OacVDdar3MJMfyEj8aQyjqcySIRjJU5FPt2MlujnqRk1k3ztbNl+mcZrWt/9Qg/2RWsCWSU1+Y2HtkU6myfdP5Vo9hIvxncin2qSobY/u8enFT4rmZYwjNQSJVnFRuuaBlfpUqNmmMvNKpwaYE460tNU07NMAoozSZoAKKKKAAdacaaOtONACUUUUAFIaWkNACNSUNRQAtFJmloAKKKKACmv2p1NfpQBXlPFUZjxV2XpVCagCrI3NVZT8hqeWqkrcGkCK7mmrnPFKxzU1tEXIpDNTTrYBVcjk1sIOKgtowsS47CrAoEynqTbbWT6YqFBtjUHsKXUjl4o8/ecZFH0ropLqQxaB1zTc0orckgmgSeWJdgLs/JBxx3NX4oAG4Cge3WqL5NxblTgl8fp0rUQovbBrlq6MtE0cKhtxOalCiolkDdKcM1mUSbaMU3ntRlvWgY7GKaeaYynH3jURRz0kNACzRhh3rIvIboIxt5Vc4+49XpTLH/ABEise/lkjXevNAmcnf3TSTmC5i8uRDkD1+ldPpZzbL9K5fVtt60c7H95E2K6fSv+PZfpXVDYybLurLmJqtafIHijC9FUDFJfxBoj9Kp6GW3SgnoaxYzowaeDmo0NSgcVAxRS0gpaBiHrRSHrSikA3vTJfuU/vTJfuUDMbU40lgO4dCD+VW1xsUjpjioL9f9Gap0/wBUn0rSAmOFM6uo/wBqniiJd06+gBNXJ6ElmI4bHqas1WXhganU5rnLFpKU0lDGRuuahztNWsVDInOaYCo2akHSoEPNTLTAWilooASiiigAHWnU2lzQAtFGaSgAprU6mtQAhooNFABRRRQAtFFFAB2pjGn9qjYdaAK83SqE1XZulZ81TqBUlPzVSmbmp7hyG4qm7EnmgYiqXbArYsrfkZFUbKLc27Fb9rHtX60AWY1CqBin9DSqtK/yrmhgzBv7pRrFtF3Yn+VWgOK5vV5yuuQSqcbG710YOVB9RXTRehmwooora5JFIGV0lC5CE8Dr06ipLVhdESLISoOD7exoZtqkjqKmsFAgQ4+ZwHb6nmuesupSNBFUKMU8U1OlSAVgUgooopjEJqNjinkc1GwoGV5jxXOaxKYoiQa6G54SuX1s7oSKBM5h5d8xQcl2GK7LTEKW6g9cVx+nRedqAIHC13NqgWIcdq64LQxkaN0P3dZukcXky/jWpccx1labxqso9VrFlHRpzUo6VEnFTCsxjqKKKBiHrSUGikA2muPkNScU1/uGlcZmXi5tnohOYEPtUl0pa3Ye1QW+fIj/AN0VtT1RLJqkth88jeny1GetS2mfJJPdjTqaISJGOMVYjOVFV35NPhbHFYFk1JTqShjCmuOKdQ1MCsRhqlU8U11zQvWmBLSUUUAFFLRQAUUUUAFFFFABSGlNIelADaKKKACiiigBaKKKAENNbpTjTW6UAVJuhrMncZrVn6VhXb4Y0gKczgsfrTEj3uPSmkbjV60jJI4oGX7S3AAwK1IkwOlQW8e0VbUcUAOFMnO2In2p9VNQl8u1c57UCOD1FjNfO+OAa6q1cyWkMh/iWuVb945b1Nb+jy7rAJzlDitaL1sTLY0KKKK62ZDJzthY+1X7aMxqPZAtZ1xkhE/vuq/rWsnU+hPFctZmkdSdeakFVnuoLcZklUH0qA6vB/CHYey1zcyNFFs0KKzf7XTtC9IdYResL0+ZD5GaJHNMYVQ/t20B+cOv1WpodStLk4inRm/u55oug5JDbrhK5TWW/dmuovH+SuP1mXG5aaIlcz9AiJndveuzjGIwK5jw7HjJ9TXTCu6K90yZfn+5WRaME1kA/wAQxWxIMj8KwZyYtVhYH+LBrBlHVp0zUMup2lu2HlBPoOa5HVNflurhrWBykCcFlPLGi1ChVNclSpZ2OmFFtXOm/tpXP7uFmHYnik/tKbGRCo+prLQ88VOGyBWPtWaKii5/adz/AM84/wA6adUuD0jQ/jValIp+1ZXsUWxqzqMSQceqmrMF9BdofLbkfwnrWS3FVnRd25flYdxT9oRKkjcuD+5b2FVoBiCP/dFVotQMkb20xzLtyrf3sVbT7gHoK7KDujmmraDieDVmEYjQD+7n86qOflwO/FaAACjjGBiqqMkjbqaRThxSsfmpr/d4rBFFwEHpS1DA37vFTU2MKQ06mGmA3FGKM0UwFFFJ0pc0ALRRRQAUUUUAFFFFAAaQ9KU0h6UANooooAKKKKAFzRmkooACciozUh6VGaAKl4dsfFc7cSFmNb1+2I659l3tSAbChZwBW3bw4Ax2qtaW4BBxzWvEgUcUDHIMcVOOlIq0vagm4McCsjXJtlkw9RitORgBWBrz7rWkxnOL0FbGjMFkmQn7wBFY6DArQ047LxD/AHvlqqMveCWxv0UUV3mFhhYC4twwBAJfn2BrOm1q4vZGS3Ijgzjd/Exqzqab7CUg4ZVLA/hWJYDhfpXBinZnTRjc1oiMBSMn1bk1YUY4qvH1qcdK4rnUo2FPWmNzTjUZNIsrzkAdqw75lAZhlT2KnBrVumwDXP38nykUNvoNIrL4s1HSGwZDPb90c8j6GrN9qcGp2a3luflcdO6nuK4zUpSZGH5Ve8P7/JmhP3GIIHoa3w7bepy142O/0KPbAhx2rdFZ2lxFLdQR2rRFepHaxxM0Cc1iamhRhIB0NbdZ2pLmI1jJFnDKdtw3+8a3LOTIArCuVEdw31rU0992Oa8ytpI9Ki/dN+PtU6VUQnAqzGayLJqD0o7UHpTDoRvUDdanaoWFUIztRLRosinDK2RXQ2pb7JEXPzFRn8q57UW+RBjPzgV0oXCADoBXZhtUcWI+IB808SDqWzWg3SqNv890doHyqM/WtBxxWlR6mJB3pT92k707rWZQkThW21aBqpgK26rEZ3DNAyWmkUopaYEJFJT2plMA706m0tADh0paQdKXNABRRRQAUUUUAJSGlpDQAlFFFABRRRQAUUUUAJTHp9NY0AZt/wAxGsmGLc2TWvejMZFVbeL5c0AWoEwoxVxFxUUSYUVPnigY7NNd8Amms2Kpzz4BUGkyBZpieKxtYbNsPrVvzCxqnqo/0UfWlYpGKgyRVofIqyY5Vg361VQ8itBY90ePUUR0dwZu5yAfXmioIHL28bf7NTCvQi7oyehV1L/kF3I7+W1Ylh91fpW1qT4024/3DWNY8KtcGLOrDbGtFUwqGHpUtcJ1CnmoJX2ipScA1TnkGKYFG8dgprmdQlZfxrbvZid3NctqNxgHmlIaMC9fdMa6Tw1al5VOMjINcsgMtxye9eh+F4CEU4rswsdTlxEjrrZSsQGKnpqAhBmnV6VjiNCq12m6I4FWajmGYzWBZwWrR+XcnjGaSxl2EVe12EhixHasm1bawzXn4iNmd1B6HUwPuQGrkdZtpICgxWihyK5joLC9KDSL0pWqkIjamEU401j0pgjLvF8yWNfWQV046CuaJ3araR9jJk10U5YRkrXbh9IHFiH7xY06PCyTf324+gq2/IpkCeXAiAYwKc9EndmSIu9KDRikC0hg5yMU+JiAAKYVpV4NAFpelOqFWqQHimAEcU0ipM00imAzFFOxTcUAFFLRQAUtFKKAEpDSmmmgBM0UUUAFFFFABRRRQAUUZozQAhqNjxTzwKgc4oAgmG/IqKNdvFPdvmNR+YBQBZQ8U5pAo5qk057cVDJOQOtAyae6wSFNUpZSc0wtuOaWOJpHAxxUiHwKZCKg1gbbUj0rXigEaAAVja7IAnl9zSKRhRnLCtqBcoD6VjRD5xXQWigx0DJbU4Ro/QnH86s1WX5Lxk/2Af1qxXdT+E5p7lPU/wDkF3H+5/WsrTxlB9K09XYJpkzH2H61nWA4FcWL3OvDbGnF0qSmRdKfnFcZ1DJPuGs+4OEzV6U5U1l3bYBpMaMi8lUBua5HUpGJIzxmuhvH61y1++5yKS3HsRWEfmXIGcc16hoFuY4EOMcV55olt5s3TJBr1LTYikC59K9XCw0uebXfvGiKKKK6zE0KawyKdSGuco5zXIC0TcduK5WI7X565ruNVQvEwFcRINlwwPrXLiI31OmhLU3LNuBiteHmsKybpW5bniuA7i2tONNWnGmJkb1HIQFyakeqtw3yYpgUbcmXxBbKvOwM5rpJG/dHNczogZtdlfHyxxY/Emujuf8Aj2c98V6NFfuzgrfGbQHyj6UxxzT4zujU+oFI4rPqQiMUYopGOKYx+BSY5pnmU3zKAJhTgahEnFKr5oAsA80tRq2afnimAtGBTc0UALRRR2oAM0ZxTc0ZoAUmm0tFADaKWkoAKKKKACikooADTc0ppKAGseKru1PmkA6VTkl5oAbK+CahLZpruWNNHNJsBCxpjfMKk2ZpVgZjgCk2MijjZ22qK07a32Cn21rsAOOathMUgInXauT0rj9YuFluiAOnSul1i6+z25AOCRXFOzT3Ge1BSLFrHukBI4rp7ODEWcdaxbKEs6gCunhTCAUMbM+ZQL9+P+Wa/wA6d2ouTjUpB/0zWgGu2l8Jyy3M7Wz/AMSuQerL/OqViMAfSrmt/wDIPP8AvrVWy+6K48W7NHZhVozQj6U9ulMj6U81xnSQSnCGse+c4P0rUuGAXGaxLtx8/wBKllGBeyHn6VzNwxe4Ird1KXCnHpWBGDJODzk04RuyZuyOn8NW371TjvXotshWOuU8MWoWJWI5zXYKMDFe1RVkeZN3dx1FFFakF+iiiucop3yboyRXCX8RjvGOK9CnXdERXE63GEuAelY1VdGtJ2Yti4wK3rZgRXNWjYxiuhtThK816M9GOqL2zLKdxGPSpKarbh0p5oCQx6zbyTavFaMnQ1j3/wBwmmhDPC7mTUr8nnAWuoZSyMAMkqcVy/hFf3+oS54JVfyrqTz3r06KvA4Kr980rVi1pET12ipWHFVNPcNahR/AxT9auHpWL3JRCRzRtBpW60g60xh5KkUw247EipgeKUc0AVGjZPcU0HFXSMiomiBoAiWXBqdX3VWeMg8DNIHZOtMC6KKZG25QafQAZozxSUUAFJS0UAJRS0UAJSGlpKAEopaKAEoFLTTQArEAVWkmVVPNJLNjgVVkOTQA15d3SoGyal8snpUqQBvvUAU9uTxUqW7HtV1bdR2qRExUgVUt/UVajhVecVIFp2KQwAxRI4jUsT0pT0rK1O7IG1SKAMbWbpp5iAeOgqpa22AOOamWEyzlmGa0I4Qo6UD5rEun2+H6VsquBUFlFtTd3q02FUse1ArmNKQ1/ct1OQo/AU4dKhgO6Myd3Ytmphiu+GkTBvUzNdP/ABL/APgYqvZ/dH0qzrnOn/8AAxUFqMIPpXnYt+8d2F2ZejGBTn4GaRelNlPFcpuUrgg5rAvmwD9K3bggA1zWovjNIfU57UZAAfpVLTYmlnHFPv5QWx1q/oEBedMjit6EbyMq0rRO80O3McC8DitwVTsYxHCoFXBXrxVtDzmxaKbmiqsBo0UUVzjGsMiuT1+AbWbHIrrj0rA1mHdE/wBKUleI09TmbRssK6C2kG2uahO2THoa3bRt2Oa8qasz06bvE24SSBUxqKEfKKlNSUQy96x9Q/1ZrYl71j6h/qjTHcPCB4vv98V0wJrmPCQwL3/eFdMDxXqUPgPOq/GWLFgk0qD+Ib8fzrSzmsq1GbpmHaPFX1esZ/ESiQimYp4bNIRQMbSjNOHSjFACilpnOadQAhFRSRhxipqQimBTR2hba3SrSsCKbJGGXBFQrlDjtQBZopgeng0ALRRRQAUlBpuaAFNJTSaTNAD80ZqPNGaAH5qKQk9Kdmmk5oAqsjsaVYM8tVhRT6AIVhx2qQRgVKMAUlACbKNlOzRmkAiigjijdTWbCmgCC5m8uPisC4cyyk1o3swJIzVGKMvJnGc0hi20GFyavLFkgAVLHFgYAq1FFgg4oAdGu1cVBqTmPT5m9V2j6nirhFYWt6lbxSwW8syqGk53dOBx+tEbcwpK4kaBIkQfwgD9KdTUcOoZSGB7inV3x2MGtTP1r/jxUdzIKitfuina3zBAo6mUH9KLUfKM15uL+I9DC/CW1+7UcjcVIKqXL7Qa5ToKd3KFzXL6nJyfpW1dSghs1zmoMWJ54xQNI5+5O6eus8LW2TuYfSuWRPMuvxr0Hw7bbI1OK7cLDqcWIlrY6aNAqAD0p9A6UV6PU4kFFFFUUaNFFFcxQHpWXqMe6I/StTtVK9UtCadgOCbEd2wPrWzYMCQayr5PLvOe5rQsGGRXm142kehRleNjpIm+QVJniq0D8VPnNYG6Q16xr/8A1bVsP0rHvx+7amIf4V63o91ro+3Fc54U4e9+q/1roxXqUf4Z51X4yayG+SY/xBgPwq5jFYC3j2d6Xz+7dsEfpW/DKlxGGQ5HtWMtyUKGIqUMCOtNKcUzkGgZNRUYY04PQA/FGKTOaXNABijFJuozTAMVHIgNSZpCM0AV8EU4PTmFRYwaAJw3FLmogcU4NmgBxpp9qdRigCMim1KRTCtADTTc08rTSKAG7qTdSlTSFTQAocCl8wVFtNJhvSgCx5nFG+oQDThmgCXNGaYDS5oAWoJ5dik1KTVW75QUAZ5BlkPer9tbbecUlpbg8mr6pikMaEPFTAcUADFUb/UVtlIUjNSwGajqKWsLANl6868SSG6jLOcndV3VdSleZsZPvWDOZbqRQxOM1DZSRu+EdQmCG0mbcMZQ11ea5LTovsZimx91hk/WuuGDXdQldGE1qZOrlzPaIo6kk1PAm1eahuyX1DH9xOKsx9K4MVK9Q7qCtEk6Cs++b5TV4nArMu3GCM1zmxh3UgAOa52/mPzYrav2G5ua5y8YFjzTSuVeyE06Lzpg2Cfmr07SIQlunGK4DQoS042jPIr0qzQpEoNerhoWjc8ytL3izRRRXUZBRRijFIDQzSZoorKxQVDPzG1Tdqjk5Q0AcNrSbLhW96dYycirHiCL+LHSs/TpfmArz8Sjrw7Ont24q4p4rPtzxV5DxXGd3QV+lZN8P3bVrNWfeRM6NgVRAzwwuHu/+A/1roc4BNYfh1Sj3QPB+WtqRtqMfY16lD+GedU+MpyxCZBxw2T+tSWMV5BIojUlD1zUmnoLjbnoBW4qKq7RWL+IlCoxZRnrRtpQMUtAxm2kwQalpCM0AMzigNTiKQrQAZozRiimAuaM0lFACmo2WpKMUAQlTSDipCKaRQAqtTqjpw6UAOopo60+gBuKCuadSUAN2UbafRQBHsFGypKQ0AR7KTZUmKMUARFaTFS7eaQrQBGRULxGQgVZ25pwTFADY4tgxT+9DNtFUbiV3+VKQxby7CKUQ5J7isC4gkvHKjPPU1trYFwC5wfarcdtHEgwOfWkwOcg8PxJGd43EjuKgHhtY33bQa6olQeoFQTTRouS4/OpsFzmb618qzeMR89q0IH3W8T4+8orO1jW7OElDIrMQRgHpTNF1GO70p5QTthYgH2rejK1yZRuOU+bfSyDoWKj6Cri1SsQDGv0yfqavAcVwVpXm2d1ONoobKwVKxLtvmNa102M1i3TjmoNDB1FgNxrmnYySe2a29UuECsKxIBvlwKumryJm7I67w1ApYECu6iXagrl/DcIWFTiurHQV7NJWieXN3YUUUVoJsM0ZoopEF6iiisjUWmMKdSNTQHN67EDEeO1c1YHFwBXW60m6I/SuRiIhmVz06GuLELS5vRdmdRbvxWhEcisS2lyoNaVvL82K4GegmXWHNQyoGXkVNkHpTWFMClbYtr4MDhZPlb2/wAmtO7lWGAsxHPHJ65qnJEHGDx71C9jLe2v2LzMqxyGbkrz6110a1lZnJWp3d0dHpUQFurquFI4q/3rNhhNvBHFHIwEa7frTxeyw/6+PI9U5oUjHlNGioY7mKVcqw+h61NT5hADRmkaoy2KdwJaKiEy5xThIDQA+ikLCk3U7gGKXFAOaXvS5gCiloxVCGkU0ipMUmOaAI8UYpxHNIelADaXNGKMUALmikp1ABRRRQAUUUUAFFFFABRiiigBMUhpaQmgCNwWFIkQHJFSHpUZkA61F7AiQ4AqCe5CRnBFU73U44QVBJb0qiNkxDXd0kaH+ENzRcqw+W/mlYx26b39R0FPTSLi5w13IAv91TSPrenafGfLjlfHXy0yTUNzrl+bE3Nnp/U4CzHBx60risec/Evwo+mSjVdPeVLeT5JwDwh9azNH8caPonheLTybg3bktKNvUk+v0xXpt7p+o63pk1vqF0IxKmBHEgxz65/nXztqej3Vr4juNPnQpLE2CrDGR2P0xSlJpaGsIJvU9b0bx/oVyWVpng295UwD+Ndlb3cF5AJraZJYz0KHNeAWukPfyGK24RBgk9D6mrAudc8JzqYt6oOVZDlSPcVyvVnY0j227kHrWDevgHBrA0n4gW+pGO21HFtdsM7j9xj6e1X7y4LAkNkevagLHPapKDLtBqKwXdP0qndXIlvGAPQ1r6REDOoxW+HV5GFZ2R6DocGy1X6VudqzdMjKW6j2rSFewlZHmvcKKKKYhKKKKBF6iiisTQKM4oooAzdRhMkZI9K4m9jMUjL6mvQpUDqR61yus2O0lwOlZVY80TSm7Mp6dNuiwTyK2bZxkZrl7aQxT89Ca3oJQMHNeXKLTPRjJNG0jCpeoqhHMOMVaSTNSXfQkC5YAdTWlBbiJc/xHrVezjDvvI6Vfq4nNOWthaKBRWiMrBsQnlaaVlU5jlP0NPFGadyRUnlA+dAfpUi3Ck/MpH1pmaQ4IqrisDywMeGwfpUEkqryGJqbj2pCqkcgUcwWM59cSE4KO1PTxBaOPmLIfccVZe2iYfcFV20y2cEFBRzDsWItWtnYBZkP41aW8hb+JfzrCk0WAHKjBqnJpciOdjtj60rhY65XDDIPFPzxXEiS/tX+SeTHoeRVu38Q3UR2TIHHrVcwmjrAaWsSDxDaOQJMxn36Vfiv4Jj8kikeuaOYmxaxQelIHB6HNOyKvmAbto20uRS5FHMAmKSnZFJxRcBKKKM+9O4CUq0cU3eAaXMA84o4qNpFIqJ7hIxksAPc0rgTkfjSHisq412ytx81wmfQHNZk3ifzCVtbaWU9mHAo5kKx0rOB1NQyXMUSlncAD1rmjdazdH5QsAPcjJpV0YzHfd3Dyt6ZwKTkO1yze+LLK3GFbzZOyRjJrAudT1zVcx28QtYm/iP3sV0cen2kCbY7dB745qTywvYYqblWMDTvDzRnzLq5klc9WZsmtuK0gh+7EpPqRzUoFFFyiOVcjAAFOjAeLYemMUrDikXikFiSLgFT1HH4VyfjbweniK3F3bhI9QjXYH7svpXUhtsg9+tSsRSZUHyu54RZW+s+ELzfNbkQdH+Xdx7Vd1rV7DUrJWD7VIDynPyhf8favTtTSIN5E0Ykjk+6WGcV5N418GzWKG803c1sfmkg7j396zdkdUZcyOAvG33TyqcozZX6VqaV4lv7EfZy3nwuNqh/4fpWY0ZIHp6UyJdoLqGLZKqoGeanc0vZHTRGJLi3PnJM0y7jsPCN/dPvXX6Fh7pMjoa5HSLW70m0Vb+2T98CfIdPm9mzXbaHMHWIKuGWunDRtM4sRJW0PQ7MAQrx2q2aq2ZzCv0q0a9bocLEooooAKKKKBF2ivKv+F/+Ff8AoH6z/wB+Yv8A45R/wv8A8K/9A/Wf+/MX/wAcrDnj3NLM9Voryr/hf/hX/oH6z/35i/8AjlH/AAv/AMK/9A/Wf+/MX/xyjnj3CzPVCM1Rv7cTRsa85/4X/wCFf+gfrP8A35i/+OU1/j74VYY/s/Wf+/MX/wAcqeaPcdjTvbYwynjin2s7cAniuQv/AIyeGLrJjsdWB/2oo/8A45WUvxV0RW/49tRxn/nmn/xdclaCesToo1LP3j1yKUYGav22ZJlRe9eQw/GDQYyC1pqZx6Rx/wDxdath8cfDFtIZJbHVy3QbYY//AI5XMqcr7HRKrFrc9piURoAB9alBryIftBeFP+gfrX/fmL/45Th+0J4T/wCgfrX/AH5i/wDjlWoM5+ZHrlFeS/8ADQvhL/oHa3/35i/+OUf8NC+Ev+gdrf8A35i/+OU+VhzI9aoryX/hoXwl/wBA7W/+/MX/AMco/wCGhfCX/QO1v/vzF/8AHKOViuj1qivJf+GhfCX/AEDtb/78xf8Axyj/AIaF8Jf9A7W/+/MX/wAcp8rC6PWqK8l/4aF8Jf8AQO1v/vzF/wDHK9P0rUYdX0iy1O3V1hvII7iNZAAwV1DAHBIzg+tDTQ00y3xSUZpmaQWFbFMIBHSnZpKAK0luknUVTl09Gzgc1qYppWgDCk04qOOartBJEcKG/A10ZQHqKiaBSelMixgie6gORLIvtmphrV8nRg31rVe0RxggVCdOQ0DIF8SXSjD28bD2PNSx+KBnDWrj8arvpp3cDIp0emjPK07gXV8T2/8AFFIPwpx8UWgH3ZPyquNMTutI2mR/3BRcAl8ZWUbbdkpP0qMeMIX+5bTGs+90eIyFkGDSW+l/IOtFwLjeLJmyEtMDtubmoTr+oycqsa+2Kmj0oDnaKsJZhB9wUXAz/P1S6+9cFQf7opyaV5xLXE8rseuW4rUWPaOgFOAxRcCrDpNpHj92D9auhI0+4gUfSkBIozUgPyKN1MozQwHk0lFITimAlJmg0lAx2aY3HIpaRvu0DG7sj3FOWXfFnHNV3YowNMSQCcqPusMj60mA+6UTQMD1Arl9RbbakHkD1roLifyZEuN3yfdI7VzGtN5byIDkEbwfrWcjakzzjU9BFzqaGzUnzZMMgwMe4pnhu1+y+M0knsmltrSUKIxzuc9DT9UupIWkZWKsDwQcVe02c3OjzXcbFZNhVwvVmHShG1R+6XvF3iFPEWtq0EAgjtx5ZHGc98kVf8M2sjbTjGfWuS020kZ0QAl2+Z2PUk16d4esSkSFs9K76ELO55k3c6a1QpEoPpVimRrtXFPzXcjBiUUUUFBRRRQB8U0UUV5psFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9neCT/xQPhz/sF23/opa+Ma+zvBP/IheHP+wXbf+ilqJlRN2iiiszQSig0lAXFoxSUUAFJilopiG4owKWigBpAxTcc080w0ALTHp9RtQBWuR8tLaDKD2pbnlKSyPyEe9AFsUGkHSigBDSbaXNFACbabin0lADcUYp2KMUAJTW4pxpr0AJmm0tJQCCkY8UZphPFAyGbBFZ1xM0Kb16oc/hV24fBrPuP3kTJnAIoAklZJD5PWGdNyn0NczrEpayicj5428p60WuS2mr2ktzWHq0yNFdKh+8BKv170mrlRdmcXdWFxq2pfYbXb50h+Xe2BV/SrW50hZbOVB58cu5h2x6UlvatdXQkUEPngjtXZaZoALb5PmkblmPc1pSoN6sKldbGboukvJP5pTAPT6V31lbCKNRjAApllYLAgGK0AMDivRhDlRxylcWiiitCQpM0UUAGaM0UUAfFVFFFeabBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfZ3gn/AJELw5/2C7b/ANFLXxjX2d4J/wCRC8Of9gu2/wDRS1Ey4bm7RRRWZoIaSlNJQAUUUUAFFFITimIKKTNGaAENIaKDQAVE/WpaiY80ARSjKVHZHlx71M3IqK1/1r0AWqKKKAG96XtRTaAHbqN3tTaKAHbvajd7U2igA3U1jmlptACUUlFADTTGOFJpxph5XFAGdcSdeazXnYEc1evOCaxrhiDQBR1C4+z3JU/6ubrWE+XMiE5+TFaOtMWsgx6q3BqlaqH+Y9StVBXYnKxp+HrDdIh28etd5bwJGo45rH0C3RbdcVvgY4r0YLQ5J6sUDFFFFagFFJRSAKKKKYBRRRTQH//Z", "path": "002821.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002822
Men Tshirts
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AOp9a83k8RXvilE1W9Mf2p/lby12jCnAGPpXPUnGSsjuoUKkLTlomdJps3mWpyRkdPpSPqqWqN9ojlZR1ZBnFZmn3KbsJnnt6e1bBgcpnZkVzHWl3Ofn8X6ckjeWql8Yy4P8AKmx+MdLZvOe1iaYd1z/Krk0ccV0rtGhYHnKjmrST6eh3GOEN6hRmtFynXGMWrleDxdpzNiSAqT0Kg8fpWmurJeoPs8EoH9+RdtRQm3uJt6AHPfFa0cPHPAFQ2jCqo/ZKV03l2JLH5sVzjXSwk7clm6DvWprU4T92vQnr2rIhhJcyMSSf0qSEjuPh5rmn6LNPBqF0sT3ZQRM/3SRngnt17162CDgivmHVyMwJ/tnI/Cvavhrrh1bw6Ladi1xYkRMx6suPlP5cfhW9GteXIzDF4Nql7ePezO2ooorrPMCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAhulD2sqnuprgL2MEHI6da09d8ZQ22vWmh2xDTTsVlb+6PSqN0AUz6iuSrNSenQ7cNFpNmKxwjp27VyOq2588HGAe1dPdOUlI6Vi3qGSYd6x1R1q3Ux10+OQjMSn6rWzpuiQeYr+Sg/4DxVi0s9+Mit+0twhHFJt9x2S6FzT7VYlUKoA9q1l7ZFVogMCrG4KMk4x3NL1BvsK7BVJJwAK5y7uGu52SP8A1Y6mpdQ1L7QxghJEQ+83qaqplVwo+UVyVanRHFiMTpyxJUUKAKvWt5JaXCTRn5k7eoqj5m0Hj6e9Ik20AnnHP/1q5oSalzI4U3uz0uzvYr63WWNhyOV7g1ZrydJ5llM0U0kTnurYrZtPFGqWuBIUuF/2uDXrU8dF6SRR6BRXM2vjKzkwtzFJA30yK27bUbO8/wCPe4jc+gPNdkKsJ7MC3RRRWoBRRRQA2qGtX66Xo15esceTEzD644/WtA1xXxMvorfwtLamRRLOygJnkqDknHpWdWXJBs2w9P2tWMO7PA9bSS9tLl3LNM2XOepOcmo9AV4tMSJxhsk4+taMicH3qjA/k3oQ8BjXlYepo4n1eZUORRmvQ0o5WtpPMXIHfFdto19Fc2yEnnHNciYvlGBkGmw3M2nSb4i2zPKiuk8mx3txpdrdD5xg9iKyD4Ph83duYr6LS2muR3EKsG7dDVtdXXI2yfXmhAaNpplpaxgeWMjpmo9SuIoInwwGB61Qm1iNIjIzfKOetc3e3s2pSFVDLDnqerUgsRNM97dNL/yzzhR6+9XY4gqDNFvAIowMDim3rbbc7TgkdqBpGJeSLc34APyx/wA66jwb4gPh3VGuGBa3kASVB1256j3FcpBF87OepNXo8Bq8+dZxqc0eh9BTwinhPZz6n0lb3MV3Ak8DrJE6hlZTwQalGa8H0Txbqfh91S2lElqDlreTlSO+P7pr1bw/4z0jxDiO3n8u4xzBL8r/AIev4V69DFwrK2zPk8XltbDNu149zpKKKK6jzwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqC6dorSV1GWVSRU9Z2qXkVvayIXHmsuFUHnmonJRi2wPnnxTqk2heP7DUJMmNWLEnuD1r1CG6jvNNt7uM/u5k3L9K4P4qaQs2kQXWMSJJtVhTvDvihF0K0sZQFaFNmfauCGsE0dtCatY6XUIQx3Vni2DuM1qQTJeQKVOc1Y/s4kBgOKZ1IgtoEjWr0HL8VSmUwpknHv2FRReINJtiI3uh5g6+hP1qJSSJlUjH4mdBvVBycVm3l3JcAxo22MdT61ztz450j7S8E12sW04yRx+dTR+IdGlXcuqWxB/2sVz1JyeiWhyVsRdWiaawrgcYUCmSSqnSqD6/oqrmTVbcD/fqm3i/w3HIFF8JG9hXNyTfQ47dTXXfJyeB6Gg/p3qMXsN3Gkls2UfnOKdvGaVrAP4FOyKiB5p456UwuSg4/+vSr8jBk3K3YqcGmipMii9h3NWx8Q6hZna0vnR+kvUfjXUWHiCyviELGGU/wScfke9cICOtLjNdVLGVIb6oLnp+eKXNcFa+JpdIizdyh7Repc8r9PX6Vy/iX4j3upM1tpe60tjwZM/vHH1/hH616H12nycx3YTAVsVK1Nad+h33iLxxo+gZilm8+67QQ/M349h+NePaxrVzr2oXF5cN8zkBUHRFHQCsds8uxyxOST3NKrYrzMRi5VtNkfV4PKaWFtK95dx7LkVl3tvtlimXscGtdSCKY8YYEEZBrnp1HCVz0sVRVak4k9lLviUN1q61uJF6c1StYyIx6itK1kwRur0001dHycouLszNW3EdwAQQc1pR2aMM/Nz71YlijdgwxT1IVQM1SIIBZQg5KkkepzTjCoI4qXOTTguaYyEj2qleqRESTnFahjrO1QbEjQdWOfwrKrLljc2w1N1aqiZMabRj8akAxSqtOxXkvc+wslGyInOTioCSkqspKuvKsDgipM/Mc1EeWJ96a0JjFNWZ2GjfETW9N2xzTC9hH8M/3sezDn867/SfiRouogR3LPZTHtLyp+jD+uK8SApwJrspY2rDS9/U8nFZLhqzulyvyPpiC4huI98MqSKejIwI/MVNXzdp+rX+lyiSyvJoCOyOQD9R0Nd3ovxSuY9serW6zJ0MsPDj6r0P4V308fTk7S0PAxORYilrD3l+J6saBWdpWtWGtW/nWNwkqjhgDhlPoR1FaFdyaaujxZRcXZrUdRRRTEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAlISAMk4ArPvtYtbIEFt7gfdB/rXFaprN/rUpghkMNqfvbeMiuariIU/Nga2t+MxHK1hoqC5vOjSfwRe59awJ7uLRbGS/1e+J6vLM55c/3VFYOteIU8LWONP08zzMdvmP0z7+teYavca34juTPfyyPz8sYztX6CuJzlXersh3DxP4zu/E+sbyzQWMJIhh7Y9TVaxu5YVZ+Gjz9wdfrUX/AAj93gSeWcd+Kde6Lc2Vgbgk7cj5h2HpXVBwSUIiUuV3R6F4b1VpYo3icOmcEZ5X616dBPAmn+dKwVFXJY/0r5o0PULqwvUFuzNKzABP+emexr2UzzXNlFbzjbhcugPANZ4m1H5nYsSuTzIdb1NrxnjibbEeir1aual0MSwliX7nnoDXULbIByo2+nrTZE34HRB29a89VHe5wyk5O7OD/wCEMmlzLNIR6DPX60ieB5GbLyADtXeYzyKeq+vJrT28xXZyVr4Is1wZiXPpWvb+FdMiIYQA49a2lXnmpkXPFRKrJ7gJGgjQKqgKBgACpFXNOC4qRRx0rFsBFSnAAU9RxSGgBKcCKaelZ97qkNiChHmTHpGD0+vpQkbUaFSvPkpq7NIyLHG0kjKka9WY4ArCvfE5QlLKMHt5sg/kv+NY95fz3jhpnzj7qgYA+gqmTmk5pbH1mAyGnD36/vPt0/4I67u57uTfPK8jf7R6fSq4XipCKKzbbep9FCnGC5YqyIpB8lRMemPxqeX7h7Y5qFjhQV5pjauySPI7VYTD/Wq0L7vlYc1ZRcHI61LGixF8hx2PWrSKAc54qtGQaguNStrRtpctJ/cT5jXRQryj7rVzysZl6qy54uzNfpS9aq2l0Li18x0MTdlbqRVpATXfGalseFVozpO0kPWrUMYdQc8+lV8bRTrScIzs5wqgkk1UtjJRcnZE9w0dtC0sjbUX17+1chd69aySmRi2egAGce1Gq6vLdSuDkoCQq54FcvOGGeK5JWq6PY+jweC+rx55ayZtt4is1bGyU++BVm11O1vCRFJ8wGdpGDXGsjEnrSo8kEiyISGU5FDw0GtDV4ionqtDtnHJzUSj5eajguFuYEdf4hVgDiuS1tGd0LNXG7eKAKkxxSbaQxKMkdKXbRtoAs2V/d6fcrcWk7wyr0ZDj/8AXXp/hj4kR3skdlq6iGZuFnXhGPuO38q8nxSjINb0cROk9NjzsZldDFR1Vn3PplWDDIIIPTFO7V4b4X8bXvh6YQzBrixY5aMn5k91/wAK9j0zVbPWLJbqymWSJh1B5B9COxr26FeNVXW58XjcBVwkrT27mhRRRW5whRRRQAUUUUAFFFFABRRRQAUUUUAJS0lZOo63FZkxxYklHUdhWc6kYK8mBoXF1Fax75XCj07muZ1TX5ZMpESkft1NZd7qM11KXlbd6e1Z7OXbvXmV8XKWkNEATu05BYkD07VJGNiccelIiZOT2pzNu6dK4mxXM+9tI7sYmXeByAapLpUCdI1FbDioyvFHM9hMzxp8SLgRg+tY3iHT4j4evFROAu4fhXTMMc1l6ijTW0sKg/vFK/nV05tSTEcV4J0BJr2TV5kyseVgBHBbHJruwi9OACPzqvaW0eladbWa/LEi7CSfzNBkLOCmVG3LITnnNaVpupNvoLm1sSu2TxyKhwW68Ck3sODyamSN5MZGBWA7DABjgc09UJxxVlYABUyw+1FwK6R+tTJHipljApdoFICMLzTscUpGKTNAADjrTSeKCfcfjWDf62WDxWnyjp5nc/T0o82deEwdXFS5YL5jtY1doy1ravhxw8g7ew/xrnyxJJJJJ6k0rcnJ60mKhy5tOh95gsFTw1NRiter7jTk0Y4p2KUDipO9DdtLtp2KMUDGbQeCOKrrFtJXqB0+lW8VDJtR9xIAxjJ6U0wGRJiSn3N3b2Ue6eQKey9zWXPqMsjGOyjJPQyHpUEejyTyebcyM7Hk5rVU19tmUpyekERX+uTXAMcCmOI9/wCIiq+nli5YZ3Dk8dq6CLTolQAp+tN/s5IZQyL8pNWqkUuVImNKV7yY2DUpAoymQTtU5611mkTxak3lg7ZQOVPauLkspbafzUUyRA5Cg9K0rDUUjnSWJzHMhzz1ohPkd1sRi8JGvC3VbHevpn7vsa5XV5DahoVP3iK6+31JL3TlnQYJGGGfunvXn+uXYlu3K/N/CtdNeacFbqeJl2HbxHvr4SlHErMxI4pstmkmcAVcij2RKuckDml281w8zR9NYzP7MUnpTZdJVk9619uKKFUaJcU+hmadbvBuVlIA6VoYp22kxUuV3caVtBQKcFpBTxSYxNtJtp+KXFTcCIrTcYqYrSEUwIGrQ0bXL7Qb1bmymKnPzxn7sg9CP61SK03FVGTi7p6nPXpRqx5Zq6PoDw14ktPEenieH5JVwJYieUP9R71uV87aHrFzoWpR3ts2CvDqTw69wa970vUoNW02C9tmzHMuRnqPUH3Fe7hMR7aNnuj4XM8A8LU0+F7F+iiius8wKKKKACiiigAooooAKKKKAMXXtSazgEURxI45PcCuOllZz97IPQ9zV3WLr7TqM5zlQ21foKx2YlsCvDxVR1JvshMeWZjgGpEXH1pEXHSpMYFc9xDS2TtHT1p2OKRQKGOBSAa1RkZpxao2b86AGTOFXrWJBdG61oQrzGilif5VpXALKaz9LgWKWd/484NVERYvn2vGrKGVuCPepbe0EfzKAoPamzR+dICf4auLyijNHSwWQ0QpkZQVJtA6CkA4p4HFSAmKXmg0UgFGaCaTNNY0wFJphPFIW5qC7uVtLWS4bnYOB6nsP8+lFi6cJVJKEd2Zet6iY1aziOGI/et6D+7/AI1gLzUcszyu8jtlmOST3pbdsqR3zUyd9j9Ay/CRw1JQXzJQKXbzTsUtZno3G7aXbS0jnC0DG55pSOKRRkZpxHFMaG02SJJEw6hh707FKBxQMYI0AACKAOmBRtFPxRigBuKXGeDRRQBHIuBxVOa1jnPIw/Yir78iq8g5yKadjSI/R9UudMae2kUskiEAk9/Ws+JTc3LSHOxThanuJCIHx94jAp9rFsjVK0ctCVTjGTklqydR8tLtFO24oxWIDdtGPan0AUhDMUm2pcU3FMBm3FKKcRSAUAFKKKVeRQJg3Apg5JFPYggg+lQq3Q+q0EgSApyabUbsQWBPRRTieaYmGea774beIfsV+dLncCC5OYyT92T0/GuAzzUkUrwyLJGxV1OQR2PrW1Gq6U1JHmY/DrEUnBn0zR2rH8NasNZ0G1vf43TDj0YcGtivo4tSV0fBzi4ScXuhaKKKZIUUUUAFFFFABVW/n+z2E0ucFUOPrVqsPxNOY9OCD+NufoKzqy5YNgcVJIQ5Y91Jqkkm65YDooBzT72YRCUlsARMaz9JlaTS4JHzukyeeuM8V4Gombkf3c1ITxUacIB3p1SISmsc4FKaYxx0oAaxxTSu4UoGeTS5oEMZBtIxWfFE0RlPlsQz9q0HfAPrULK6qMvjPJFMBqueghbPrUYaZZlJQqvfNShW7SCn7OMlyfagB4NOzUaGn9aQADR1pMc8UE4oACajLcUE4zzTCaAFzk+9c34gvxLL9njPyRkg+57mt25uBbWss/GVHy/U9K4WaUuxJPJoe1j6HI8MpSdWXTYYWzT7dysjr6DeKgB5qa3Yfa1z3BFSz66BdDU8EVADgEf3eKVGycCszQmpkhJXHvQWxQMl8npQMeBxiloXpRQMKWiigYlFLSGgYmKMUUooAawqu3VvarRqpOcE/hTRUSldM2Y1TbkHf8xxV62cOgYCqxgjuZCXXO35V56VcRNihQMAVTeg9bkmc0lApagQlKKMUCkIWm96dTe9ABRRRzQApHFIhwTRmkagTGv8uRVXf8i+uSP1qUuWBBPzLVUNhRn++atIQTth5B/uipgcsx7A4qq53XGO24E/QCrCcIM9+abREhelGaCajLUrGEj1j4T6iWt73T2OdpEyfjwf5CvS8V4f8M7kxeL4o8kLLE6Y/DI/lXt+a97BS5qS8j4fNaahiXbrqOooorrPOCiiigAooooAK5LxdMd8cYPCoSa62uG8VPv1CZfRAK5MZK1MDi9bclJUXq8DYp1rMsskEKgARoAfyqlq8xhmsmJ43lG/GpdJG7VL49kIxXlW924jowe/rTt1RA4pQayAcTmmmlzTSRQIKaxwKCajY5zTENyC2TTJJNzdaXoM1Gc5NAD1YU/PHAqFacGJoBEq8U6o80jMfWgCTdg9aY7VHuprNQApamk0zJozQBleIp9ltFEB975z/If1rlGbJrb8RyH7btzwqKv6Vz5bJpPc+4yunyYeCJARuA9adGdl6gPrioGPy/Sppj+8glHUkUrHrRZdL/P09jSIfmY+lRM37/b/AHlyPwoD4U+pNRY2ZOT3NOVs4AqHOeBUyAKKVgJl6Uo60wGnA0hjqKKXFDGJRiiikAYpKWkPWgYVWmTMn1x/OrNQTHDp260xobbp8pPqanxTUKheCKduHrQVcTvRRn0oyKBBSikpRSAKb3p1JigQlGKcBQ1ADSOKaTxSmmMcCmS2Qy4BD45FUZDjf7Nn9KuO5zVKZwzP7jpWkRXHjmSQ+uB/jVg8BV9s/SoIyAU3HAYljTyx2lv4nPH+7QyWPzkVGxwaf0FQu2TQjCR1Xw/b/itdP/32/wDQTXv1fP3w9OfG2nf7zf8AoJr6Br2cB/C+Z8bnf+8/IWiiiu48gKKKKACiiigBK4LxKcaxOPUD+Vd7XAeKzt1iTHXA/lXDjv4a9QOC8QRtNYThPvxfvVP0p/hu7SdLifIzJsbHv0qa/YqfMA3ADkeorntDD2muGxRsxyMJIf8AaGckfhXnxV4iPQOBxQDSy48046UwEViBJmmscmkBGetNLDtQIUnFMPSlJ70hI7UCGHNRNUpJxULHrQADp1pwYA0zJ9KTPrQBNv8ASmFveowaHagBS1Rs3PNApGGaYC596XNMWnUAcr4iJ/tCX6j+QrDzzW54jXF+59QD+grBpPdn3mBf7iHoiTOQaezBrL/ajbIqIHtQrhJSG+642mix3ployZeBj64p2fnVfc1nrMRbjIw0bdDVqOQNMxHfpQ4m3MXIzlvaphUKNgYqUVky07ko6U8Dimg8U4dKQxwp1NFOFIY3FFOxQRSGNooooASo2GXU9QM5qSk/CmNDcL7UfL7U7Az0FGPYUBcTjFFLilxSbATFGKXFFIBMUuKKTNArgaYTSk1Gz7aYmDNUEkuO2aHk4qtI1UkSxrPzVWVv3mByTTp5NoJzxVEymSbCtgDqfSuiMdDJyuy+H3syjoOM+gqwpLZYjA6D2qGCPEQJG1B+Zqxjdg42qOg9aiQ+gnOM1C5wamY8VXkFJGcjo/At5DZ+LbK5uH2RI5DMegyCB+pr6JB4FfLVixWfOSK+m9OlE2m2situDxKwPrwK9bAS0cT5LPKdqkZ9y5RRRXoHhhRRRQAUUUUAFcN4xj2agJT0ZB/hXc1yHjSMHyGPAZSufeuXFxvTYHnV78jtG3T7yn2rlpbn7JqcLrw8UnmRf1X8RXUX+51ORzHwPpXI61EQdw78g+lebT3aEemM6yxrOp+RwHA9AaiLVg+EdX/tLSDaytm4tTjHcoehrcYBBk1jJWdhjt3rSAnvUQk3Gn5Pc1JJIzACmbhTHaoieaBEzHioyRmnEYWo85NAC54ph6U/tTTQA1DwaU0i06gBvSkPNK1JTAbjDU8c01qFznigDnPFC4u0PcxLmucrovEzq94VDA7FCHHqOtc7khqHufcYC6owT7CsCU3CkcCSPcBz0IqWMhTz9xv0pJY2hPmLyp6ihHpJFCVidz55xhh6+9Lb3e0DPLDge9OuYiV82PkHtWWS0bbl5AOcVtGKkiZtx1OpikDjI6VZRqy7GTzLdWznPNX0auaaszSnO5bU1IDUCtUqms2dCZKKd2pgp2aRQUp6UlBNIY2kPWlpD1oAKWkooAWikozQAtFJRmgBc0uabmkLcUAOJphNIW4qMtQArNUDtTmaoGNUkSxrvxUDtxmnse9VppMKa0SMpyKWoXCqvlg/MecUlhFu+dxx6VSvHV7oFTk4wa1bAZjrqkuWBhRblJ3NJI16sdx9Ow/CnkE80RpxzSmRQdoIY+grkOuwwjNQOMnFWCjN6jPbHNNKDqOfpQjnqNIZACsgavfvh/dvd+ELTfndCWiye4B4/Q14THA7c7TXtXw0n3+GGgP/ACwnYD6HB/nmvTwMJKbb7HzGdVac4qMdWmdtRRRXqHzoUUUUAFFFFACVzHjVR/ZsLekn9K6eue8YqDouT2cVz4j+EwPMp8HLHnjBrktaI2le3aupvT5aH2/lXIas+9m547V5VNa3EzO0rU5dI1WK7ToSFkHZh6V6Q92JLN5+mTgD0ryhzjgniux8Oa5BdRNp904WUj5d3f6VpVhdXQI6GG4349KtI5as22Byw/u1oW/IrlfcTJHNMXlhStyTREMtSESSdhUZAp8n3utRE80AO6Cm07tTaAE6UtIaF6UwFNMzTz0pgFACE/NipIv9Yv8AvD+dRE/NUsYO4Y654+tNblR3OL1AD7XMpPAdgPzrMkUxfvAQ6Z5xVu6Qmd+oIOD9aqE7Gzgr7jpU9T7+hZRSaJE5GOoNTKBt2sMio08txkKF9SnSpVjbGQwb9KGd0UirJEY9wX7p6CsW5GGP1roZg4XlD+HNYF6rA/dbr6VrRd2RWXu3H6bebZBETg/w+9bsbkgZrjC7rKu3gg8GuntZy8KsQR6g1Venb3kcdGq22jUVqmVqpJKDUqyiuRxO+Erl5W4pd1VhIMdadv5qbGqZPuo3VBvpQ1KxRLupQ1RDmnikMdmikozQAtFJmjNAC0UmaCaAEJwKaWoJpppoBC3FMLUNxUbVVhMQtULn3p7Gq8hNUjKUhkj4HWqsnINSuCxpjLmtEYvUyLpAlwhHfrWvYqTGPmYZ9Kz78bIi5XO3mtnRLdryNTEMZHGe1dElKUFYwhWp0ptTdiykfHIJ+vNTqoC5A4+lbVr4dd8edMB/u81qwaDZw4O1nP8Atn+lZLDze5FXNaMF7upySQSTfcRm/DirkNhsJaQgn0rqHhSNCqoAuMcCskp8x4rpp0FDXqeNiMfUr6bIqmMBcAV6J8LW/wBF1JPSRD+hrgXGBXcfDB8XOpp6rG38xXXR0lY8vEa02ek0UUV2HnBRRRQAUUUUAFc/4swdLVD/ABPiugrl/F02EhiPTlq58U7UmB5hqXERJPI+Vq4i/fEhQnjsa7nVsb2I+6w+YVweooUkKkZXPB9K8ymJmY/J5qONS8qEHDqwKnPQg05vQn8aYp+cY4xXUloCPVrZCsTMejKv8qu24xGT6VVsnE+k2j92jFXANsePWvOluJjT0p8X3c1Ec1Kn3OTUiGv96o/46eRk1H1agB5NJRRTADTRxSmk7UAKTxSAcUUCgBjDnNSR8MD+NMbg08HCsfRT/KqgrySGldnIX1uwmZ1GQTniqW1CcEZHrW4eXOajksorg8jB9QcV11cOpNtaH0+Gx86a5ZaoxGtVJyvB9QaXyZgPldsfXNa40STJ2SAjtkc0p0K7Ayu1vbNczoTXQ9inmFGW7sYTtMvV8/hWTeeYzHLAgeldPcabexAhoVI9iK5y+kaEEPCSR71VOE4vY0ni6LjpIy4EDXAJ7HNapuCSM8VS0wm6kkkKBQrY4rVZIguXXIFXWetmZUnGceaIkcrDmpfPJIHSqjzF8ADAFW7O3Lnc/A9K52jaLZbiJ25yanHPWozgcCpErFnZHYlQVIBSDpTqk0QtKKBS1JQUUUUAFFFFABRRRQA04phpxpjU0Ax6jbtT2qM1SFIY3WonGalamEVSMJEBSmlKmIppFUmZ2M++i320v+6etavhCTdBGB24qs6g8HpSeFpfLZ0XorkfrXbh3eLR5WYR2Z6ZbnKLVwdKz7KTcgq+DkV0o8SRBMM5rKkBBOeua2HGay7gYYihkooycA12nww/5CGo/wDXJP5muKmP8q7T4Y/8hDUPeJf5mro/GZV/4bPTKKKK7DzgooooAKKKKAErjfGLgzop/hSuyrmPFNkl28fzbHCdfxrmxcXKk0ioxcnZHlGrrwSCa4u9kbcQTn613ut6ReRF8R7ge6Vwd/bXKSHfE/4ivPpxa3B05Lcy5FVuq1Gqru706RZBkFSKhw2cc5rpJsz13SE/4k1iB0EYq9JgDAqj4ePmeHbA458urz8mvNn8RLIqlHQUyn5wKkQzvTDwad3pH9qYCe9GeKQGlPSgBuaXPFNpxPFACDpThTB0FPHWgBH4pU5VvdT/ACoOaIwAfwP8qqHxIqO6MAjDGpoFzIDUMh/eGrVsMsD2Fem9z2IbFxFwasr0qNBzUj8KSKCjM1FuGFcDrX3XPfmu51GQ4auK1RdxwOpNNGkdiHTbM2+mRP8AxS5Yn1qwYWcjPStyWK2h0KC3wftaqkmewQkj881nKvNcGJ0qHr5fJTpadCOOBOPlFXNojXAojUE/Skkbc+B2rlbZ6UYiYzUyDFRoKnWpZ0IeOlOFIKcKk0QoFOpBS1JQU3NOph60ALmlpB1paACjtRR2oAYaYRTzTTTQEbCojUr1GapCYw03FOpDTRm0MIphFSY4ppFUZSI2GBmoNOhNjq9xAeCr1egiM9xFCBku6qB9SK2/Hukf2P43mZBiKcLKp9iOf1BrvwsfdkzxsxqpTjB9bmvpkrFBmtdelYOlPlByK3EPyiuhHjyWo4is27UAk1oEmql1yT9KGRYx7j7tdp8MP+P+/wD+uK/+hGuOuEytdh8MyBqd4OOYB+jf/Xq6XxGVf+Gz02iiiuw84KKKKACiiigArnNcfN1gfwqAa6PtXK6y+b2T8BWNd+4b4de+c3qJ4NcteAEnIB/Cumv2BBrmbw8muRHczAvI0yfkX8qyHiDS4VQPwrXvD1qjbx+ZcCmjJxXY7nw6m3QbfP8ACCKnY8ml0hRHoMQ+tMY8150/iZwVNxetDEgUgNI5NQZjcnNDdKTNKeRTAYOtPJ4pnvTm4WgBlPbpTVGcU8j3oAYOtPHWm9DSg80AOIzQvG4+ik/pRmmTNst5mPZD/hV01eaKh8SOfdgZDV606VSCFmJxxmrkPy8CvS6nsx2NJKWRwENRLJxUM8vyGgozdQkBDVy9ynmTjHY1vX0mSayoIvNu0XOMtyaa3KekbiLKz65qUXJEVtGo56bSv/xRqULk1l6XL9o1y6kyf3qSn6jGR/IVshR1rz8Z8aZ6OTSvSl6gcRp05NQqMmnScnHpQgrlPciSoKkFMUU8DmkbRJAKcBSClAqSx1FFFIoDTKeaZSAUdaWkHWloAKO1FHagBhphp5phpoBrdKjIqQ9KaaoCLHNNqQ9aYaZEhhpDTjSVRzs0NAt/tHiLTIcZ3XUeR7bga9D+MGlGW0sNTVT+6YwuR2B5H65rjvAsLT+NdMA/hkLn8FNe2eI9LXWfD95YsAWkjJT2Ycj9a9XBRvSZ8tnFXlxMPJHhekylY0wfrXTRSEqM1x9kxgnaNuCDjHvXQwzkrnNV1MnrqaLSAetQMGc5NJGS9XIoMqCRSuRYyrqLC8jtW98OHx4hlT1hb+YqheRgL0p/gu4+y+MLYdBKGjP4jj+VVSdpIyrK8GexUUUV3HmBRRRQAUUUUAJXFapIPtUjZ6sa7C6kEVrI5OMKTXAajcfMPbrXNiHokdeFWrZmXsg5xXPXZyTWtdyAk1i3T9a5zqMS8PJpNMi3TEntSXXLHFaGkw/uZGI7U0QdHpcgfR0UHlWINK5545pthbm2sQCCGdixpxQeprzqnxM86puIKRuad0FMPGakzG0pPFAPek7UAN74p7D5aYOtPb7tADUPOKf2pictUvagCPpSE0HrTe9AEqmq9+2LQr/fYD8BzU4qlqLZeKP0Bb8z/wDWrfDq8zfDx5qiILeEyA4FWPs5QdMVc06NNmSKtS24ZTgcV13PVRhtLsJBNV5pwVPzVNfxlc8dOtYE85yR0plIW8kySN2aqgNFY3FwvDKhVT7tx/LNMeQsea0J7Zm8PxuB952b8uKblyq5liZ8sPU5XRmZdXtlU4LOUP0IINdFGW2An06VzNszQavbFPvCZMfiwFdQ+VyvTBxXHjNUmd2Ry0mvQjwT+NSItNA4p6iuI+lQ/GKeppmaUGkbRJQaeDUINPB4pMsfmimZpQaQxx6UzvSkmkFAx4paQUtACUdqKDSAYaYaeaYaYCZpjGnUxqYMaTUdPNMNUZTYlFLijFBidr8LrUzeLvOxxBA7fngV7bjrXlfwjtsz6ldEcKqRg/XJP8hXqle7go2oo+IzafNi5eR87eKLc6f4u1GBeFWdio9jyP51Lal3Kgd6d47fzPG2oOueJdv5ACk04SHa4GOKznpJm9PWCN+3ULir4qpbphRnrVvpUDK14N0ZwORWRp9x9k8QWU56JcIT9M81rznOfpXO3eVkJHBB4NVHR3ImrxsfQNFVNNm8/TbWUnJeJWJ98CrdegeQFFFFABRRRQBm6zKUsSoIy5A/CvPNTm/euO/pXZ+IJ8MFyNqLn8a86vZiZG56muGvK87Ho4eNoXKk04Ocms6dwc0+4kKyY9aqStxWVzZopyjLfjW9o0O6EA8gHNYYGX/Gum0lNtlupVJ8sbmFWXLG5oM3yD26VCTTnyFqIH3rg63PNbFJpjDNOPSmHigQY7UvakJyM0A0ANPJpxPy800nLYzTjkigBE4epqjA+apMUARODmo+/NTOKhI5pgPHUVSvm3Xa4GMIoq4Kp3Qzef8AAV/lXThvifodWF+M1rYAog6VoBRtxVC0+6laSjjNdKR6RlX9qGRjiuOv7XEp4r0CdMoa53ULQMTgUWKTOLmj2MK7G1hWbw/bx/8ATM/zNc7d2x3EY5FdBp8nl6RAG7Bh+tZVvgv5nLi/gRwOp2jWepqw42SK35EGt+9O26l/3z/OodejSc7x99etOvyDdyYOQTkH6gH+tc9d80Ed2RS9+SGA5qVASagj4HNWovlQsfoK5D6lCU4UzvTxSOhDuKXNIKU0ihaUUgpRSGBzSgUUooGPA4pDQaKAE70Gk70NSAYcU09DSmmUwENNanGmmmgYw0w1IabjNUYyEopcc0DrQRY9i+FNv5fhq4m24MtyfyAA/wAa76uU+HkBg8GWZIx5peT82OK6liFUsegGa+ioK1KK8j8+xkubETfmzwfXdt34l1CUj71y/P0OP6VbsbcKAT0qm3+kX8sg6vIzn8STWvbrhQK5pbnfT+FFpAalK0RrUhXikNsoTDk/SsG86nPrXQz45PtXP3YySPU4pCex7hpGP7Hssf8APBP5Cr1ZuguJNBsWBzmBf5VpV6C2PHe4UUUUxCd6jkcRxs56AZqSsvW7jyrQRjrIcfhUydlcqMeaSRzOr3DTI5zy5ya4XUZTHLntXX3r71rjdX6kCvNvd3PW5bKxmX0vyo6njFV5JdyZB7VFM5MZT3qAsQmCaaQriiRi/FdvZp5VlCh6hcn8a4OFiZ0Ud2Ar0ADBx6ACsMQ9LHFiX0Guc03jtSsOTUeK5jjY7OBTB60vtS9KBCEgdutJnjFJjPJpeOtACcen50v4UdaUGgBeacDTCeadnIoAQ1GRUh6UzvTAZzmqd4228GP7in9Kunis7U223ERHdBn/AD9K6cN8T9Dpwr983dPbdGM9cVqKAFArA06UkJzzW8h4rqR6aFZOKyruHIJrXOSPaqN2uFNA0crfQBgxIwQOKSGXZpUQPX5v51cuk3bqyb1/IsowpwMt/Os6ivA5sXrBGVJG19eiFM9fmNWdUhEWpSR4xjb/AOgitbw3ppJMzjlznpVfxDEE8QXB7bUI/wC+RXLWVqZ6OTU+SfqjNCZwO9SScYUdqIhwXP4VGTls1xn1EEOUVIOlMUcU8dKZsO7UUdqBUlIUCnUgFOxSGJThSYpyimMU0008imetIBPekJpR0pppANNNIp/ammmAw00040000DGGilNJVGTClHWkpyjJI9jQjKbtFn0D4Rh8nwppiekCn8xmtS8k8qxuJf7kTN+QNV9ETy9BsFHa3j/9BFGtHGiX5/6d3/8AQTX0sFaCR+c1HzVG+7PG7NcYJxkjNasC5Oay7YgED2rXtxxXG9z1o7FxBgZpXPGKVR8tIwpEso3XypgfnXO3bYf3BzW/eNnI9K5+SMzXYQdWIA/E00tRN6Ht2gw+RoVhHjGIF/UZrTqGCMQwRxDoihR+AqWu5bHkt3YtFFFMQlcxrsxa7Kg5CKB+NdMxwCfSuOu5DLNK5OdzE1hXdo2OnCxvO5iXTda5jUgDmunujkniudv0HNcR6LOWuE2uaqOa0roAE8VmyVSM2Os+b6AdvMX+degkYZj7157aHbdwt6OD+teguc9PrXNiFqjhxO6GMaiLe1PPSmEVzo5b3DPek5dhSEEd6FPNAhSuDgUv8FNB6+tOUdqAEo707vQQcUAN70UmMd6VaAHdqbjvSscdDSGgCMjJ6VR1NeIm9QR+R/8Ar1fIqrqCbrZWz91/0P8A+qujDv37G1B2qINOYjaDxg108LZUZ9K5aw5IrpoBhR9K7EesWj07VWufuGp1IxxzVe4b5SMdaY0jAusAmsuayN1JCD9wOcj8BWlethyKfpsfmg8Zw39Kl/CxThzWTNPT7cRIAOMDoK5jxJ82u3AHUbV/8dFdtbx4xkc1xGrt5mu3znoJCB+HFcWI+A9LLV+9+RmSHYoUfjTAKCNzk0vSuJH0MUOFO7U0U7tVGgopRSDpS1JQtOFNpRSGhe9PHSmDrT+1MY0mkzQetFABSGlpDSAbTTTqaaAGGmnmnGm0yWJikpxpppk2DFSQrmTFRiprb/XL9aqO5jX0ps+jtNXZptsn92FB/wCOiodc40K//wCvd/8A0E1atRi1hHog/lVXXf8AkA3/AP17v/6Ca+lXwn5x9s8YgOStbluOlYNvw4NdBaHcoxXE9z1+heRflprjBNTKMLzUM4+QmixBj3zbVY5wDVDQ4hceItPjPRrlM/gc1Y1JsrtqXwnB53imwXGcSbvyGacfiRNR2iz2iiiiu48oKKKKAIbltltI3opriZDhK6/VHKadMR128VxzsdhBFcuIex24VWi2Zs5zmsK+6Gt+YDnFY18nBrkO1nL3g5NZT9a1r77xrIbrVozY+BSZV28nIA+td2u4Iob7wAzXMaBaibUFdh8kQ3H3NdTuLc9z1rmru7scGIld2Gtj3phGO9P60xmA4HNc5yjN2adwVppx1xShhigBhPNSg1CzfNUwwVpgL1NKc4pBxjmnnpSYEB60u4Ch+O1MU5NMCQcnJpaQHJxSikA2op132kyg8jB/WpSKQqDFKMdUNa0XaaLpu00Z2nP+9APrXVxgiJT1yK4+3by7oH0Ndhavm3QnuK9A9dEynjgCq1yQVPrVntVedcoaC4nNX5/fNV/QhlZvqKq3sfzE1f8AD6ZinP8Atj+VJ/Cxy6G3FgEZ7c15zdSebPJKf+Wjs35mvRbljBYzzDgpEzZ/CvNJHBx7CuDFPRI9XLF70pDDikHWkzSjmuM92I5acMUgFKKDQWikzRmgY6lFNpwpDQopaQU7tTKGmkpT0pKQBSUtJQAnemtS00mgkaabTjTaYgpvrT8U0igBBU1ucSbvTmoelSR/6tiOuDVxepz4j4Gj6UtWD2sLDoUUj8qj1GLztNuov78Lr+YNN0o7tIsz6wIf/HRVmVd8Tr6givpV8J+bv4jw62j+UcVuWQworKjGx9noxH61uWqgqDXE9z2vslsdBVO7k+baDVxyFSsi4cl85oMjIvGzI/scV0Pw7tjL4immI4ggJ/Fjj/GuduBumb0xmvQPhzZ+VpNxeEc3Eu0f7q8fzJrSkryMa8rQZ21FFFdZ5wUUUUAZmuMF0yTPcgVyTnCZ610/iM409R6uK5ZnwMe1ceIfvWPQwq9wpyjA9Kyr0fIa15DurLvvuGudI6pHI6gcOayc/NWnqJy5FZWeapaGMmdV4fi8uweTHzSN19q0j1IqKwQQ6fAhH8GanJFcM3eTPMqO8mN/Gmj1pT9KAvaoMxCOOvFN2jrSsSTtFI3HSmAxwKlBG2o6kXGOlADtwJFSVFxjjrUiHikwI5BUPfNTyAk1XOQ1NAPBxzUoqEVKOlACmlXG4A9DwaQ0uOKE7O4zCljKTv2YNXQ6XdF4FDdRxWVfRYuNw6OM/wCNSafJtZcd+DXqXT1R61KXNFM6dSCpNRSfexii2csQvanyjD4oNomHqAwxwO9XfD4BhmPfeP5VW1HhXq54aXdZzN6yY/IVL2ZUuhZ15zH4evG6ZQL+ZArzdzmvQvFrFPD7KDjfKin8/wD61edTyeXhAMsa8/Ev3kj2crXuN+Y0Sc4FSKwqFFIGSuDUqjNc1j2ETA5paYOKcKRoLRRRQMWnCm0ZpDJAaCaZmjNAxaKTNLmgYUlGaTNACGmGnk0w0CENNp1JimIUU1qWkNAmNxU0Q/duPaoj1qeLG0D1po5q+x9C6E4fQNPYd7aP/wBBFXz0P0rJ8LMW8MaaScn7On8q1m6H6V9PB3imfnNRWm15ni4XddMAP42/nW9aptQc9Kx7ZC125A6O3863Il2oK4+p699BLhgEPtzWFdS8YXrWxcHJbPpWAzB7pvRelBBHNGxUKg3O3AHqTXsWj2A03R7SzA5ijAb69T+teZ+HYDe+KLGLaGjRjK//AAEZ/nivW+9dFFaXOLFS1SFooorY5QooooAwvErYtIx6vXMPgCui8UE+VbKOpYn9K59wTHyOa4q/xHpYX4CqV4rL1HiI1rZI6isTVGOwgHk1ijaRx+ot87ZqjCm91HqataicOfWpNHtvPvI1xnBzVfZZhUdkdbt27QOgUCmsvNSTnDfjULEmvOeruebJ3YoyDSscECmZNKvzNQSKMjPHWgjjmnfeJ9qQncOlIBlJnFO7c00jPamAvOc1JG3WoMkdqcp59DSsBK33agYd6mJyOagckGhAAqdT8uKrbmFTK5K9qYD2pQaYWoBpANu1DWrEdU+Yf1/z7Vnxv5My8/Kea1BjaQ3IIwfpWWY8M0T9UOM124eV427HfhJ6OJ0OnSh1Jz0NXpvmTdWDYuVyQ3et5MPbjNdB2oxb3DK4rV8NRhNKVsffdj+uP6Vl367GPvW3oAA0S3/4F/6Eal7Fy2Rn+Mv+QVAvYzj+RrgWjHms56mu98Y86fbD/pqf/Qa4SQ/MfSvNxP8AEPdypfun6jCMmjGOgoOT0FKFrE9awopwFIFxTxUlCUUtFAwpKKM0DCkzRmkzRYYoNLmm5pCcUWGO3UmaBRRYBCaSlxQBRYQlLS4paAGkcU0080ygTG1NGegqKnxnEi/WhnPXWh774Pbd4T00/wDTEVrzOI4JHPRVJP5VgeBJfN8I2Q7xhkP4Ma0tdm8jQb6TOMQsPzGP619LTf7tPyPzqqv3sl5nnGnDcS2MZOa1H+Vc1TsIGRBkdquXBwgPYda5z0mzPuHCg7j1FYYYRtK3XJ4rUvWylZGx3kSKMZeVgqj3PSgk734e6WYrSfU5Vw9w2yPPUIOv5n+VdxVTT7VbDTre1QYEUYT8hVquyKsjy5y5pNi0UUUyQooooA5rxM5861X03Gufml2HBrc8TSBbyBe4QmsCUeZwMVwVvjZ6mG/hkDOSuaxtU4X8K1TuQEH1rH1N8I5PpxWUTWRxmoMWn2+prqvD2nNFZteuMLu2qfU1zEEMl7qqRoNxZgAPfNepataJplnY6cnHkRZfHdjzVVNKbZxV5W0MaVPlz+NVC2M5rQK7l5I/OqksJwTjr09685PTU4SENuB4pQpAyKjVCpIzUgYggZpiH5O30pNxxS49xS+WcZpAN564pCRjpTxkdRSOvBNAERYYxSDrmgrSDr1pgSgk9qjfkdKcD6GmHNCAb25oBx0pueoNNAIbrxTAf5gz1qZGzVGY7PmxxT4ZxjNFgLbvhTntWfK4dllHf5Wx6j/62KS+v1SNiCKjsbWX+zJLqQnDyqQp7Dpn+VdGHTUjpwyfNzGjbttAHvW/atmMCudtjvkUCugtRhlFdZ6SIdUtWdN6ckDp61d0JtuiwHII+b/0I1ZePKEEZqCBVgg8pBgAkgfU0NaDk9EjI8WSl7eBT03Mf0xXFSEEmup8WS4toTnuw/lXIhw3Ga8rEfxGfRZUv3Q8U4CkUU/FYHqiUZpcUYoGHakpaMcUDEpD1pcUhoAKSlpMUxiGjFLijFAXCiijBoAMUUvNFABRRRQMQ03FPNNpCY3FIrATKPQ02WVUHqfaqyTFpwTiqSOeu9D3n4dSB/DTIP8AlncOPzwf61R8deNtD0pl0W6vQlzIUaVFQttQnI3Y6ZxXKaN42tvCHhDU7mYiSfev2aDPLsRjP0GATXkMUd/4i1ma5upZJ7m5djJKctn+IHj8gK+goO9KPofB16XLiJN9z3yyube7gMttcxSRjujA0yRgVIY5ANc3oNjBoWmC5lT5BiaNTKiowZed230I6k9eorhv+EnmspL6KN7mLzHL20rTbiueeV/l6U3T7C9sj0e5fcxyeg6VP4SsxfeKrXIOy3BmP4dP1Nea6V44mkD/ANrZZwBh4k6j3FerfC7UdN1G6vpoLpGn2BVjzhioOScfXApRg1LUJ1U4No9QoooroOEKKKKACiiigDivFR3asgHaID9TWQSwHvWzq487XJyRkRhV/Ss64UckVwVtZs9WhpTRUZiV/rXPa0dkBJOK6EZKc1zHiOQ7RGoyzHGKiC1Lk+pf+GOi/bdal1KVcxWw4yON1ber3Udzq9xId7DftGPatzRNO/4RrwTgKfPZPMlwOcmuSknt1OTdRBjz8zgZpYu/KoJHlzbk7it5W4ffH4U7ajcbj7cVXW/ti203UOf94VJ5y4yjo/0YGuBwfYxY2S2U5wwFVjbsPm3rtHvV5Cs4xgAiorgKi4C/pSQiptAP+sFSggfxCogQCMqKkGxm5psCXCFeoprIp/iH500lV6YxTCwJ4waQA8SnuB+NRmHA4K/nUmFPVRTSqdhSuAwQt6j86DE34UBQe2Me9KNg4OQR71QDfJI7daY1uzetTKVz94/nS8gn5zSvqBUMOVKEfSs2dngJ64rXlk2p9+sxhcX90ltbkMz98dK0grsqK5nZEOj2D6xqfzjFvF8znHBPpXaX1sv9mzKqgKqgqo9qn03TItOs1giHP3mb+8auSW4a1mUc7kYDPfiuuCs0erCkoQscTExRgR1zXQW8pmiBxtcDqO9cskreXkdQa3dLvI5ogM4cdRW9tSlsdBBIXTacE9KDGO9VY5ih4was+aCB2JprQZzniXS7m6toktIzIVYnGQOuK5J9B1eJSzWMhH+yQT+Qr0/HNPAB7CueeGjOVzuoY6pRioxR5MGaKQxSq0bjqrjBFTA16DqulWeowkTRDePuyD7y/Q1wV9puo6dMyiB7iBek0a549x2rjq4aUdj3MNmFOsrPRjaDVeOctg7TirCsGFc1j0EFFGKKQCUhpaSgAooxShaAEoxT9tGKBjMUUtFABRRijFABSYpcUjnAoC40nFNijmup1gt4zJIxwAKksrC51K4MVupOOWY/dUe9dhpWlQaWPkYvMwG927+30roo0XN3exx4vGQoq3Uqab4NhQCS/bzn/uA/KP8AGt9NLs4lCx20KAdAEFWIWDd6c7YbjpXoxhFdD5qriKtR3kzPuNHtLmNop7eKWJhtZHXIIrl7jQNO8MXBvZmT+zJJkZ2kBkNvjsEPDDtnqK7RpO1Y/iTSv7b0S4sx/rCA8Wf746VrGTi9DkqLmWpx3jPxLELcWloI/I43pEoVCOqqvsARn8s1w8IjltzK4zM7E8joKm1CS8ZTp90DKYlZ2LjmMgjOP84qGL5lIUj5Rzk4wK6kefLR2EiQI525+bjFbXhjXpvCvie01SE/LG/l3Cf34ycMP6/hWSVaPY+V55GDTJyvksTyxBpkvY+yopUmiSWNtyOoZT6g9KkrO0JWTw9pqSffW1iDc99grRpmYUUUUAFFFNZtqlj0AzQBxl3Jv1S6kz1fH5cVSmXeTgYqckNLKx6szEfiajkGMgjNedJ3k2evBWgkZ3TjPeqmjaT/AG14wiDrut7X97JnoT2FWpBsJPYCuu8KaX9g0wzyL+/uT5jew7D8q1ox5ncwxE+WNjekC+WcgFQOntXz54os7b7fcTyoPNuJtsMWc4HT8K+g5MGNx7Hj8K+dtRcXHiWWSXcEtC2wdie1ejRV3seZMr3Oj2104gZljhtYwAx7sewrKvdJaGHdbXkilflAViMmtu4EttpsSY/eXDGQlux7VmzSOpCsNwXOfrXYqMWtUYObuc295rNvJ8l7cDHdWNNXxRrayBZdSnI9Ca3pAhQAqA2dxFZ9zpsN2S6JsbPSsZYWG9vwNFUK7eJdUHKX8p/GoH8R6yRldQlzTX0qSJiyrkCqk0DxfPggelZPDQ7IpSTLi+KNeA2m/fH0pP8AhJdfU5W+c/hVe3MUwCsAG96neDY+GA9QaFhqb6Id7Dh4s8Qg/wDH4T/wGnr4t8Q7gftefqtRAhGGQCK0bSW1+XfGNo+8KFhKT3SE5+Re0vWvE2oySrCElEUYZspVybVfE9raS3MsFsyxjLDFaOhCA2D3MIKLPNyFPVU//XUmoXS3nh7UcFdxPyY9BR9SotbEOTTOTh+IeoYJbT4yPUHGKtR/Eg4xJYH8HrOtjaeRgAmRVyRjj8a09N8OR620cNhYeawUF5eignrk1hPA0ErvQ1inJ2RbsfFMmtzrb21pJvc4xmvS9C0n+z7XdNgzsMsR2qn4a8HWnh6LKqJLhvvSYzj2FdKErzpRgn7h6dCio6sEUtj0qwUHC1GgIOTUjNhSRQjpbZweo2a6dqstuV/cz5MbfXt+FUrMmG7wTg5rstY03+1LFkUATJ80TH+96fjXDMTMWjcGO6jOGUjHIrdaq5lbl0OohmweMHPvVwHzAOcH0rmtPvDsIJxKnUHvW5DcxTxhkP1HpSKLYlymC3I45pwlIXg1WEik/N19akU8U0NDZJ88GmoMgkHrVXUY5DEWjHTk1lx6wbZcSsAD0J6UjRGhf6Fa3oL+X5ch/jQfzrnbnQr21JITzU9U6/lXQJqqyKOeT6Gp1uwwyc1hPDwmd1DHVqeid15nDM5RirAqw6g04EEVu6vYrdgugxIv3T6+xrn1BBKkEEHBBrzqtF02e9hsRGvG60Y+igilArE6kgA5p/ApOBQceooHYC1J1pwAo4oCwzFGKd1oP0NAWG0hOKU8DJqWzsLjUpGjt0bjqxHAqoxcnZEzlGEeaTsiAEuwVBlicADvWrZeHp7rBuW8pD1UfeI/pWzYaKmm7kkj/fY5Zuv4VeVgrKD6YrupYZLWR4mIzJt2pbdyW2tYLWBYLeMIgHQd/rSFokB5yRWRrviO00SzaWVizY+VE5LGsnSrq58QSAlWgtycuufmI9M117bHkycnqzrbGfzmZkPyA4z61cduKrRpHBEI0AVR0AprzHsMY9qZkx7uu7Hems+0iqiOzSMc0yeYp7nsBSJPOPiJA8OsR3EcbBZE+cqDjr3rmEgLR+YSCuRxnmvUtVhjuoW89Q+4Yw1ctY+BtX1zU57fS4g22MylmGEHoue3oK6Kcuhx16dveOYkwTuGc9//AK1bvgjw1N4q8W2ViqkwI4muWA4WNTk/n0H1rR0P4Y+JtZ1mWwmtH0+ODHnXM6HaM9l/vH6V774Q8Hab4O0v7JYKXlf5priT78re/oPQdq2OO50SqFUKoAA4AHanUUUxBRRRQAlQ3biK0mc9Aprwb/hpn/qUf/Kl/wDaqhuv2kvtNtJD/wAInt3jGf7Rzj/yFSew1urnpKIWQU8R4BzzxXjy/HnaoH/CNcf9f3/2unf8L79PDX/k9/8Aa643Rn2PSWIp9z0wws99HGT8ruBivSEULGEA4UAV8yf8LzHnJIPDYyjbh/pv/wBrreH7TBAGfCWf+4l/9qrelFx3OTEVIzacWe/ScIx/2TXzsmbm9uEbLSTXLY5/hBq1L+0t5kToPCWNykZ/tLpn/tlXm6eP9kryDTPmbOD5/Iycn+GuunJRepyyTZ2suoebJcIyFS7DIbsfQVnnMhwV4B6Dua5I+NidxOn5Zm3Z87p/47TV8ZFSpFiQQc5E/wD9jXWq9PuY8kjrVXOfl59TQPkZsjpgVzEnjoucjTgpxxib/wCxqNvGxZsnTx/3+/8Asaf1in3F7OR2LxRvGpVe1Z11aLIhVhz2rATxwyAgWAAz2m/+xp0vjgSjnTcN6if/AOxpOtTe7GoSIbi3ktZM881at7pZEVZBk9KzZ/E6zx7GsunQ+b0/SqK6uVYkQ8Z6b/8A61Ze1gtmaWZ0zAqc4BU1EzBQGXggVjJ4hKrg2uR/10/+tSPr4cYFrj/tp/8AWputC24KLudTBqstpZWUUZIUQtkAd2pLe/kUiD53L/KEUZJPsO9c0/iIPDDGbMfu02hvM5/lX0B4I0DSbPQ9P1C1tc3V5bRzM8h3sm9Q2AfbPWsqmKjTRrSoc71Ob8NfDiSdftOs7oon5EC/eI9/SvSbaygsbdbe0hSGJONqDj86thDnn0pSoryqtWdR6nqU6MYEAUAU5Y89uKfsyakHy8VmkakbrtFM/gpzGmAhWOelMkjZljxvGEzyfSvLtX1mDWdcvprRdhhcAMP+WgHGfrXR/ELXDp+li1hfbNcHaMHkD1rzbTrqOKZZNuNnP+8O4Nd+Gw3NFtnFiMRyySR0cMxdwWbbIOhrVtLwoxyNrjqB0Nc+WUHehyucqw7qeladtc2sse2SUq/Y44rnlFp2Z1wkmrm+0u5FdTwwzU1tcndsJ+nvWXbb0UozBkHKkelT4kBWWHEid8dRUo0sbG/Jx2PUV5549g8mzMfRPNQg/U13MEjvhwM/7J4NUNc0q21aGP7Q7JGjhn2jkgfw/j/KtKced2FKp7NOR55bXuo2KIy7zEwyobkY9a3tL8UOZlS5XaCcD3rY1O2trr/Q0CpcSjYxHKrH2b2wK5W80q8gxGyW0qL8okRipIAwM+/vW8suqp3gyFm1GatUjZ90eiW7210YyCCuRke1Q+JdDtok+1wHYwXPHRh/jXmkN/r+nlVVo2I74yKtzap4g1ULFJJGiD+Ed6U8vqzi1YdHNqNKopqTsbCxkAbutLgVhy2+s4JaY4/2ar/YtRfO6WQ/jXHHI6z3aPVlxThl8MWdEWhHVgPqaje5tYz800YPuawfsV6o+aR8fWq7aU8rjMzjPYjNbxyCXWRyz4tX2Ifezon1Swiba9zGCegzTrm7S0XdLHKo652HGPrXM3Ph2S5GeXeMFvu4yMe3eunu7ZJLG0F/cB1htoyY/wCMtjJB9Bziqp5JBzcZSZjU4prqN4wRS/t+xOSCzYPOBx+dI3iGzjAJWTnptGagg0ZbtfNnjKxsfliTgAelXZtNhBO1CrLxjHBrp/sOgna7OT/WjGdl9xB/blrIuVin/wC+K7vwh4l05LDy5IkEg/hY9DXFHR/Mj2hSM/hWJcaLdQzMAx2jod1VHJ6VN3g3cyrcQYiulGolbyPX9R8Q6d5u+WZdzDA+bFcRq3jBn3/YACQduNw3H6CuWttJ3sfODNjoMmug07TVt3V/JQfh0raOXR+0zleaT+wrDF0i41q1mZZAZpo/3LykkE+h9PSu00izGn2aREYYKA3HfvWLGj2TSPCM20nzSIoyU9SB6fyrdg1G2nVFZixI4kXpj39frXPXwCSvTRvSzOc3aqy1JMBwTzUbNI6llYnPrSvsDblKlT0wP60pZAob+Vec4tOzR6ClGavEjBMMOSPmPSqc0m3nOWPWnXU1wTlvkB+6CKyJZZXclm5z270gbsB8y5lCopkd2wiDqT2Ar2XwroCaBpKxMAbmXDzOPXsPoKwfBfhBrJo9V1FSLjGYYSP9WD3Pv/Ku9rqpxsrnn4irzOy2FooorQ5gooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvrDwUhXwboT886fByf+ua18n19ZeEH/AOKK0ED/AKB1v/6LWsK+yOvCbs32OB05pq80wthhmn7s/SuY7UrDjx0pjnI4oLcECmHikDYhxUFzItvC0jHCqMnNTfSuc8ZXxs/D1yynDvhBn3q4R5pWJlKyuzzPX7n+2tUlubiQsD8sYH8IrF+xTISYpc+zVcW5YsqOgIAxwMVKY0buQe1fQQUVGyPClJt3Y3Trua2YwXS/uHPDjnYfX6Vobzb3HAyOh71QaJlTAIOex7VNLLGsMDzJHkrt+ZiuSvHY1zYjD87vE6cPifZ6S2N+0vRaENvLREjcpH3fxrTe+h3g243s5zgMcfkK5WDVIUUoscShuCWkZh+IzU39rIu2FJF56xWyADP0FYxwMnuzolmMUtEdadU8uMrNsaTHCrwR+OeKzLvWJHn2wNvcpgRheF+pPQfrWKgupmAI8hB0JwXx6e1XEtwqkIQBnOc5JPqTXo0MNClstTy6+KnVepahRovndw0zffb+g9qlbay/MRis1ofmAMpH41KLZdgBuMD612KJy8zC4sI5jlHUH1pkNosBzkZPepUgQHmYH8akIQY+YGnYd2OVQBjsaeFjUZ2gjoeKj3qecgU4uNnfnvRYVxwihlfAwM9qge02txDvHtVhcBsqT7UpBIGc8nsaaGijBCySs1t5vmEhRk8gE8n8BUGqS20964hVmiL/ADs3fH8P0rUiURQXBXETHCK3uaz7qzFmkKKoIZyT71lCKUnIc5XikW7cl/LO1FA4GOtWEdSzYiVQTjdkc9v6UQwqxjkBxj9Kj+zuh3FYxlifl5J561TfvErYFxkknjmoJPLbqufUmrHlHJ4IB5pDb4UkmmgZn4ijlGyLOec5p5uQXYCPkVZ+yc5zSm3+boWBFPQNRqak6IAsXTPzdzUXmt5jPbYjc/MU6Kx/ofcVO0OAAByTTRBlCSQG+tS0hXYz+2fLZUYm3IGCjdG/HoakN8kgUzbWHojH5uenHFR/ZQAdzBsjpjNZ1xaWoJ/dsjZ5MRKn9KwnQhPdG0K84bM131CIgrGHQdMAZxXV/DzSk1PVH1CWFjBaY2FyOZD7ew5/KvNVtrYdZrsH03//AFq9f+EtvHDo188bSEPOAd5yeF/+vXFXwsKceZI66eLqVHZs9EooorkNAooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6o8HThfB+iZPSwgA/wC/a18r19N+Ff8AkUdF/wCvCD/0WtYV9kdmD+JnUo/mNwasbgvFUbPqanP3jXKeg0S7s9BTQGPLHilX7tKelNdjNjHYIpJPSvOfHF7LfzJZwLujX5mPbNehXf8Ax7P9K85v/wDj4f612YOClO7OPGzcYWRyIguY5OYSecZAqV7aZ1KhcHFdB/CKaP4vpXqo8o5iaK+jAIhLgfnWioWbTIDdQLgM67ZBz1rVX7n41S1r/j1j/GriveQN6FFbCxPKWcOffJH5VoRxuAFTZGOmI1x+tZ+n/wCq/wCBCtyD7n410cqOVyZDFARLhmJPSrqW0bDG0gfWk/5eR9RVw/6wVSEVWsYSACzZ74pYtOtN20s+R2NaL9alH3h/u/0pjsZgsbRWONx5qRbS14/du3PYGr4/1h/GrP8Ay7t9aYWMf7LhQEiOPcU5bV8gbVH41qP0T/dqtc9FpBYrfZiD8zBTULJucp+tWP4V/GoZP9YfrTQyOyT5pgFBIuFB3ewNN1JRJcxNyACeKs2n/Lf/AK7j+VQXv3P+2n9KUdyZFiAPsVQw2jsRTMhVwkZXGeo7Z5pYusf0P8qVuh+lL7TGthg3ZyFJ4xShJCcYH51J/AlSwf8AHz+FMEV/IYrkSgc+lOS2JB3OTj2xVyX/AI9z9aYv3DSuDGrYwZG8sQD61AYbaIsCMgE8GrEn+rP1rLl+8aAJ5DawpiND7ZqlsZ3JK8VZl/49qgj6N/vUxMQ2yv1r034YKI9Ov4R/DMp/Ar/9avOo+hr0T4b9dR/3Yv8A2auXGfwjbD/Ed9RRRXlHcFFFFABRRRQAUUUUAf/Z", "path": "002822.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002823
Men Tshirts
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bgg1zYvCxrR8zpwuJlRl5DVG8DDYNS+Uw/iqkUktGyMvF2Pp9a0VZXVWB+8K+bqUZ05Wkj34VYzjeLIwjZPPNS+WSQaeAxJFOGUZVPeski2QnjIJ6Vk6mWZSkYyzfKPcmtKdtjZByOcjFV49s8wfHCHJPvW9Cl7Sooozq1PZwcmNtLZLKzSEYJUZY+pPU0H0IqduWJpoXmvqIxUYpI+blJyfMwROB71DMuJg3cr/WrQ4Wq0/Mi/7h/nVWFc1NP1+5tMJKTNGOxPI+h/oa6ey1O1v1/cyfMOqngj8K4HGKcGZGDAkEdCKwqYeMtVoawrSjuelUVxtj4hubfCXGZo/Un5h+Pf8AGuks9TtL5f3Mg3dSjcEfhXFOlKG51RqRlsX6SsXUfFOhaUv+nataxEdV8wFvyGTXIat8ZNCs1ZbCC4vZBnBx5aZ+p5/SszRHpJNeEfF3xgNRvxodlKGtbU7pypyHl9Pov88+lYuu/E/xFrW6NbkWNs2f3VtlSR7t94/pXETuSxOevrSKSGh9pzWz4c1s6NqyXD7vs8g2TAf3T3+o61z5b1pUfHPWk1dWKjKzue7wyq5idXDpINyODwQehFa8TnAXivGvDviubStlvco01kp4APzR/wC77e1en6VrtjqsKvZ3KSqPvDoy/wC8p5Fck6bid0Kika0oDA4OeKwr9mXPGR71qzOsfzL0PPJrLuriJ85wDWbLSOZuXZmPGBUC8Asfyq/cqrE45z6Csm6nEKnPGPWkkMZd3KxIWJArgtavRfXJz90DArS1jUWfcgbiucfO/NdNKFtTmrT6D4RhgB+Fe9fA3XGdNS0WR87StzCCegPysB+O0/ia8Fj6g10PhfxFc+Gdft9UtsFoWw6E4EiHqp+o/XFdBydD7AorK0TWbTX9Lt9SsZd9vOoYeqnup9GB4IrVpkhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAlLSViatrUdjmKLa85HQ9F+v+FOMXJ2RMpKKuzRuruCziMkzhV7ep+lclqmsy6gxjTKW4/hzy3u3+FUri6lupTJLIXY9z29h6VAOvFd9LDqOstzkqVnLRC5/Ck70u0j60oHc10mAmOKYQcVIQQc9vSmnmgQto+GaInn7y/wBf8atZGKzmVw25DtdTlSfX/Cg6tbqcMkwkHDIkLNtP1AwaNRl90VxjimIjJjFVTqO//VWly/8AvqIx/wCPHP6VH59/McDyLcewMh/XA/Q01cWhpmRI03SMACcD1J9AO59qaCx+YIIwDwM8/j2H4VSghMMod3eWQjBdzuP0HYD2GKuy7sxMnl43fvN4ByvHTP49OelZ1KUJr3lcunUlF+67FqK5ZFG8A+4qJZ2muS3YDFVxEyQuodyGLFQ5yV7gfyp8LKh39sbuv868TGYTlqJQWjPZwmI5oNzeqJbnYkJY/h71k22u6U962lpfRC9U4aE5UluuFJ4Y/Q5qtf313fM0dl+6T7rXD9vXaKpvoVlParbPbrKg5LuOSeu7PXOec16WEwapRu9zz8Vi/au3Q6c4pQOKw7NL/TlEYma8gXgJO37xR6B/4h7N+dakd7AygOXiJ7SJt/Xp+tdlrHJcsEcE1Xl/4+Pog/qamM8WM+bHj/fH+NVy6vcO6kMpOAR0IHFACkcUAdKKUCgQ3HejoacRxSFaT1KOH8W+EvOj+36TbgSjPnQRjG8f3lX1HcDrXnRJyc5z0r3zHp2rk/E3gqPVma80/ZDen7yH5Vl/+Jb36Hv61x1qH2onXRrdGeXZwwye9BjD9zmn3NvNbTyQTI0UsbbXRxgqarC9Qk4imJz2XNcb0OsR4QvvUewge1SPczEfu7ZiexdgB+VUZoLy4Pzuqj0B4pCHSX6Rttj+cjv2H+NS6df3dlex38csiTxnMbghQvbp3qKKyCDLqCfbtTnt4zkng/WnYNTpbHxfq7anbPe6nM8G9RIrPkFScHjHvXo76fI75G4g9DmvFJbJ4LZJHjkjLt8m5eHX1U969x+HOrprXhpEnw13ZkQyE9WXHyt+I4/CuetDqjqw9RvRgNLaK3MkgJIHSuC1sSvM4CkD2r2ae0EqFSOPSuS1nSIwrsFCgdSeK51ozs5bo8YvUZHO7OaoSYJUDkjrWzrcttJeMlq/mqp+Zx0/D1rDmcW7bQmS3PPSuyC0PPqtJj1BAzTy/RhUUVwrnYRtY9Kfs4wRxVmJuaF4o1fw3dC50u+ktyTl0Byj+zKeDXsXhv442dwEh1+0a3k6Ge3BZD7leo/DNeCIGBx2p6gg0D3PsbS9d0vW4PO0zULe6TGT5TglfqOo/EVp18ZWl7cWcyzW80kUi9HjcqR+IrutE+LvibS9qT3CahCONt0uTj/eGD+eaYuU+lKK8w0T406FfMsepwTafIcAufnjz9RyPyr0Ox1Gz1K2W5srmK5hbo8TBh+lBJcooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAMzVr9bC0Lg/vGyqD39fwrh3dpHLuxYscknqTWx4nuhNqCQKeIV9f4j1/TFYwXdz2r0MNTtG5w153lYXqOKCSDTiOPagDPP866TAbk5HFPXBPJNIVp2OOtMBpGDSEfrSn72KQ+xoAbtpCmafgdaUDFADQgFOKgilFKBRcBgypAPI9atpwo+lV+ccjNPVwqkHjBpoBWfJxnpWdcFnU2ysQgOZGB5I7KPw61bnlCRF+CRwvuT0pkFqdoLNx1P+0fWhwi2m+g1JpNLqQRwqABgAKAAB2qwFGMDGKlCAE59aAvpQ2SMCinbAKcRikpDI2iQ8lFz9KQDHA4FS44ppFACEc04cDmigD0oAMZpQuacBwfSg+1ICIrg0nHrTmpuOelS0NM5rxf4bi1ixku4lK38MZKEf8tVHO1h34zg9q8kJzyOhr6AHDbvT+deO+MdH/sjX5VjXFvOPOi9ACfmX8Dn8MVxYinb3kduHqXVmc+ce9ISMcGlPQA0zNcp1AWwOKifkgkHj0qQmmnkUARlmYjOSFGF3sSF+g7V2vww1VtP8VC1dsxXyGI/7w+Zf6j8a4sjHzdj61NZXrWF/b3cTAPBIsq4PUqc1MldWKpy5ZJn1CNqrk55ryv4meJbdFfRrNt07Y+0ODwi/3fqe/oPrXR+LfGcekaDBLZsrXd6gNuOoVSM7yPbOB714Pe3wWV3LmWdiWYk55PUk9zWNOn1Z1Va1lZDZnS3Xc2Cx5AFZzu9zJubGegA7UjO8jbiSxNTwQnOTXQcV7kYtX7EVOizIB84Ye4qwE4FOCcUBYiDOP4Fz9TT1LHlgoPtT9tGMUDCnCkz2oBpDJA2B1rU0bX9V0G6Fxpl7LbyfxbW+Vv8AeU8H8ayQRS7sUCPcvC/xlguGS28QwCBzgfaoclPqy9V+ozXrFvcQ3duk9vIssUihldCCrA9wa+Nw+K7fwB44vPDms2tvLdO2lSuEmhZsqoY/eX0IPPHUZoE0fTNFNBDKCDkHoRTqZIUUUUAFFFFABRRRQAUUUUAFFFFAB2qvcTJbwSTP91FLH8KnrC8T3Ji05YlPzStg/wC6OT/SnCPNJImTsrnITTPPcPK5JZ2LH6mnBsLnsetRAc5xUijcCnc8ivXirKx50ndkhyRmgnaO9NBLdOu0/nThhgT22hhVkgCSoJ7/AK0AnikZtsS/QmpI0/dLkc0gGEflSgU7p0poABycZoAcRgYxzTSvIpw55FLikA0JTgMdqXpS0AAApeAG4BGB/Wig/dbPoMfnTQGVqVvJPCqxqdqsGyCQdx9sjIxWlBtSJUfaWA5xT4kGxm9WNBQEngZphfSwYXHGKTGKYFK8U8HNSA0ijFLijFACAUhxTsUlADSOKAKcOaXGfWmAgoP3iOKUtsxQceZn1GaQEZG4Ag5pCpDLxjJpp5wvogJ/E1M+FUv6DC0AQk4RvTOK5bx3pI1Hw81yi5nssyrjuv8AEPy5/CupkG1VQcnqaYFVyyOoZGG1gehB4IrKpHmTRrTlZpnz8Tn0ppI9qvazp76VrN3YHOIZSq+69VP5EVnk15bVmemndAW+lNLU48jvTSpPSgBAwOQT0ph+9tBHv7CjymLDqM1Hcv5QVBgljk5549KAH3+rz3IiQzNJ5caxKSfuqowFHtWckbOc/qaekDZJwQO1XYoNoBJGaBbkcUCrg9TVkKMYoCinY9qB2ECc8UoXHSlFLQAmPc0w04njrTSexpDCjPtSUUxC5pKTNNL4pAP3U9H+bPaoAckAdaXdg4FMD6h+F/iA694NtfNO64sz9mkJ6naBtb8VI/I13FfP3wO1r7L4kudLdz5d7DuQZ43pz/6CW/KvoGglhRRRQIKKKKACiiigAooooAKKKKAErjfFM2/UUiGcIg49yc/4V2VcBr0m/Wbg44DAc+wArbDq8zGs7RKCYNSgY+b+7/KokHAParCDH+e1ekjhYwnkSgfdbaw9DToyMe3K/geRSMGikDqNwYbWA/iHp9R29RkelNGElAB3RyD5SPzq9yRpblUPrtNWGmwNqDj1qlK4BZ+R2/XFQhnzjeT2FIDRGWwaeE9aZD8kKg9cd6kRt30pXGGMCjFPpMGkAmKXBopaYCAUjjlR6mn9BTSRuTJHU/yoQEkY2xKMUoHLcdqUDCgcfnRjKn6UwIj1wcUm3FAPzGncUgG4owc0uKMUAJijbml4o6dKAExik3AdacWyDUTNigAeQONuCp6j3pUbevHXG2qd3P5IifsHAP41bQiNXYjpmnYBhAZnz03AH6D/AOvUj/PJGnp8zYqBGCqAx6Dcx96kRiu9z97HT3Pb8KGAx/mZm7FsUzpipHG1VTv3psg2OV/ujBqGUmeX/Eyy8rW7W8HS4t9p/wB5Tj+RFcR716j8S7fzdBtbn/njcbSPZlI/mory33rzKytNnpUXeKF4oyBSZ4pM1maivJtxjrVfZvuMnkgVK6blHPOaRdqszE8npQIe+NuMDIFKGHQ1GWznmgGgZJnPpR2xTc0fSkA7PagmkpOlAASDTfpSnNJTEFJ+tLTScUhiMwAqMEu2O1EjURYALdhTJJGOxf8AaNIueM9aiyZHyelSg80Ab3hPVG0fxPpt+GwIZ1Le65ww/ImvroEMoIOQe4r4siOG4619eeFb3+0fCulXe7cZbSMsf9raAf1BoBm1RRRQSFFFFABRRRQAUUUUAFFFFADTXnWrNu1a6P8A01YfrivRq811Bw+o3Ljo0rEZ/wB4104Ve8znxHwobGQG2Ho386mTghCef4T6+1QoA64PUVIjBxsfGR6fzr0EcTHscKQVyp68frVSdmjU45IO5T/eP+Pv3q2Q6j+8PUDP5ioJVUqQPu+mePwPaqW4jP1CdPKQoSQzr/U8/jUsBB2k/Wsy7RoZCjkmJjuUn+E9x9KtWLsbdWZgc5wR3GeKGM1t2SB2qVDjpVNHHrVlHz0pAWBzTsZ7U1Dx7U8nt3qQE20uPakBwafjjPWgY0jPSkAIdcDIXJb8qeMClDYzihAO425wfypuBtPXP0pC7ClDdelO4iAjDHNPFNbO404UgFwaAKcB6mjFIY003mnEdaac9utMBjnFQO3OO9Ss+AQaqyvg0CKGqyYspF/iyuPruFWJr3bFFCvzSTYCgdTjqfpWdqux1gZ3ICShiB/FwcDH1xRZr9omeb+FlCs5PVR/Cv8As9yf4j7VaA1omyoIO4A5B/vN6/SrAJJCDnHJ9zVdOMYGWPQeg9fpVhRsG1TukPU+nvQxDxjzSx+7GMn3NQEliWPUnJqUjIEa8qvLe5pjj5sA9OtRIpHOeOI/M8GX3ONhR/ycf414wa928RwfaPDGqRfL81s5GexUbv6V4TnPPrXn4j4jvw790M/hRkU00nPWuY6RxNMxHk8L1pc4Gfwo3HvmgQYjyMKM07v3pA/A/wAKQGmMfRSdaUHikAH/APXRmkPakJoACc0hPNBPNMzQA7P400n0oJppbNADHPy80hYqgQd+tI/LY9OtRF9zcfSmSydOBmpAeKiHOFHang/NgdqAJoz8w+tfVHwzfzfh1o5JyViZfyZhXysn3gBX1P8AC1Snw60nPUox/N2oB7HZUUUUEhRRRQAUUUUAFFFFABRRRQA1jgE15fI5eZmJBJYkn1Oa9IvnEVjO56LGx9O1eaY6gda68Kt2c2Iew9DsIYHJHX3FWcB1DA+4PpVdM/jU0XBxn5T09q7jjZKjlDyOO49Pce1EihsnGfenBcjnqOhqNzs/3e3PSmgMjUFURtkFo/4gOq+4rK029V5WtRu3QYVztIB4yCOxyK1NQdkYuD0+8D3FUdOt1CSur7laQkD+6BwBVPYlGtG+BzVuJs/hWeG296uWz5/xqLlWNBACOtSAcZzzVdXxxnJqZT8ozSsAuOOlKDxSHvQOKBjj+FIMHGTTgBjikIHakAhGaQDmnHmlxQBEw5pQPSlPsaQCmIcOnFLnFIKU9KQxpIqN2x/9ennnIpr7QOaAK8rYzzVKR+uT+FTTvyRWfPIQpA5JpgzCv72O91WCyG5iu6VkGcEDgAn0yf0rdsVYjjBx6dF/xrnktpW1eRy4W32KGQL8ztzjnsAO1dTZLhVG0ADoPSrRMi8iHbwcZ5LnqaeBs+RB8x5z6e/1oBY8feJ6CpUQKMZyT1NJgNAEMZPp/Oq+SxyepqWVt74H3V/WoyKhlIZLELiGW3YDEqMhBGeGBH9a+d3R4naNgQyEqwPXIOD/ACr6KDbGB9DmvBPENv8AYvEmpWwwAly+MHPBbI/Q1xYpbM7cM90Z2aM5NNFLXIdYUmMUZ5oNAC5zSimg4NKWoAcDQWpoOaCcUCHFs00mmk89aaWxQA4mmk0m/NMLUAKWpAeCTSZzSH+IGgBjsRkdzSINo96YTuYk1Ig74pkkqjavuakRdq5PWmoNxHFOduwoGPi+aQH3r6s+GhU/DzRsdBCR/wCPNXypEu3FfTvwiufP8AWqf88ZXj/Xd/7NS6g9jvKKKKZIUUUUAFFFFABRRRQAUUUUAZWvN5eiXR7lQPzIFefg812niycR6YsOfmlcY+g5NcWvH/6q7sKvduceIfvEycfjUqAZ5FQrnPX86sJyOetdZzEwOBUMp4PBI7ipAeB2qCdjtOe1CAxtRIQZJyPX29KpaNGX08MSRuZiMHtnijXZ/Ls53B4CHH5U7RNo02JQfujb+VWyUupeEYHQn8atwHaOtQ4JqWEZzUFFyMk9+asgkY71DFjABqXnrSAlHSjikDYX+lAJNAC5Ipw55zTRwacMYNAAT9aMntSfhR/nmkMQDJpduPrSjjvQevSmAuRzTT0pc5FNJwKAGsc96iY/KeakLD0qFzkGgCjKeTVOXJNW5vvGqxGRmqQmYM5ddagRDwwyw9hnJ/WultCAoUZx61z10CdXgZeyMD9Dit2zI2rVCNRDj61KTxgdT39KhQnAqcAY4qWMj2gDA6VGwHXFTkcVCx56VIyI/e61478RbbyPF87hcCeKOX6nbtP6rXsR/WvPvijp2+1sdUGAUY2789Q3zL+ob865sRG8Tpw7tI80ooxQeleed4ce9FJnmlFMBDTc04000gHKaU9DTATmnfrQAwnmkPIpT1NJQIYetNFPYU0c0AKOnvTXPyk98U8daY/Q/SgHsQAdKmTFQ1OnUCmSTAhV+tCrubJ6Ck+8alwEXHGaBjl6ivor4IzrJ4QuYwwJjujkemVWvnVc5r1H4L63HYeKJLCa4ZI72LYiZyrSg5GfQ43AUhvY+h6KKKZAUUUUAFFFFABRRRQAUUUUAch4plSW6ht8Z8tSSR1y3/1h+tYPkehB+oq9qa3QvnluomRpXO3I6gdh64GKqhlINenQsopI4Kt3JkYUp1Vh9ORUiHI45+lOGeMYoIU9VH1xXRYyuBcAcnH1qrO/y/eGKtFARwzfnVeWAup2uPoVpKIXOW1p08mTzD8gGW78CptFObTHIw3Q0uq27rkFlGcnI5PAz0o0sbFb0zVMRqDg+lWrYDGfWqwXJq1EMEAD61AF0J0I4PepAO3WmKcgfpUgOG5GaQBjjBpQMUvWjpQAhBJ4p4puT1xSgZPH5UAOGeaQ80ucCm0AKKac5xjFLQTmgAHPWg8jHFIOtB6cUhkbionACn+dSPwearzOAvFMCnIcsahk+VTUvViTUEpycVSEzJuEIuS4IBGAM/Wti0GAMVmXceYWfHXIrQ0aaO8tI5IpWK8qS6YOVODx9Qaq62Ea0QJxVoLxgVAqEdX/ACFSKMjkkj60rAKwAHJA+tRFd3QE/hUvyjoFz9KXPOKQyAQnPJA/Wuc8e6eLzwbe7ULPBtnXjJ+U8/8AjpaupziszX9RsdL0W4n1BiLdlMTALksWBAUD1NY1dYu5rT0kj5579aDQPT09aU15R6YmOKUCkoBoGKaaQKcaQmgBnSnA5ppzRnmgAemmpCOKjPWgBetNK4OaXvS4oAbTXGVNPxTSCeMcmgTKw61OgyRTZUaKRkdSCpwQRyKEYimSWlAUc0o5boSajV/9kU9N8jBEDMx6ADJouUkSADPJ/AV6b8IfC9xqniWLVnVlsbFvM344aTHyqPpnJ+nvXL6P4PvLplkvibaHqQfvsPp2/Gvfvh3FFa6TPaQoEijcbVHbK/8A1qzVROVkXKDUbs7WiiitDEKKKKACiiigAooooAKKKKAOS+ISK3hOZj95ZY2Vu4O4dD2rz3TtRvVUK0xlUdpRux+PX9a9H8epv8IXfONrRn/x9a8usAQw7kVjOrODvF2OqhSjNNSVzqILh5AD5eD0+Rs/zqYN6nH14qtaYCgDr147VfVsYX862p5hUW+plUwFN/DoRhmxwMimu3HpTyEOSQAfXpVC7maJCUdgB68/zrrhmEXujkngJLZmfqu0o245JKqMe7Co7RCEZumWrNkuLq91ZQ8rCCIZWNFChm6ZPrgfzrcjQJEorujNTjdHFODhLlZIjfnV2Ig/SqA4NW4DkDOMmlcVi+p496dnJqFCO/apDnGRTFZktLnFRqTjmnjkDikA76/jSg4AxTSCRRyDimBJmm0gJzz0pakApDS0HpTAQfhQTgGjmkbHehgQuRmqc7dqtPxn2qnIpJzQMjPC1XfrnvUznNQv0ximmIhljLWZ+nFYngm8XzNTtS3zQ3bMoz0Vv/rg10jIPsuDzxXk1vdyWHjN5UdkYXTKSDjgsRWNepyNM3oQ500e2o4IGOakBYHGMD3rJsp3lRd7u3H97FaSbVAwoznqRmueeYRWyOiGAk92PLhergew5qJ7yJAcl29gv+OKmkPyjpmqE/BOO9cs8yn9lHTDLodWRz6uU4igwx4DO3T8B/jXGeN557vw7cGSUtsZGx0A+YDgfjXQ3H3h7VgeIQX0G+UAEmFuv51zPFVKkldnWsLTpxfKtTywHml7UmaWtzlENA60GkBoAd2xTT19qUGgmgBtIevFP+tMYUCHA5prjBoH605xlc+lADB70oNNHWlHWgBSMVr+E7JL/wAX6NayAGOW8iVwe43AkfpWVjiul+HUJl+IWhJ/09q3/fIJ/pQBufFDw1Fp2qSPHEEPnsNwH3lJ3Ln8Dj8K4/T9A+2MMzlQfRa92+LulC5shcKvzMgP4qf8D+leQaO+xwpOCDUSk1saU4qW5sad4S0+JQXgWU+shLfp0robLSrWzXMNtFF67FAP50y0lG0VoowIGK45ybO2MEthPL2jiu78Bf8AHvef7y/yNcUSCK7PwE3yXi+6n+dOg/eM6/wM7Wiiiu888KKKKACiiigAooooAKKKKAOU+IBC+E5wTjdJGB9dwP8ASvNdOT5cntXc/Eu7SLSrO0z88s+/HfaoOT+ZFcfYIQqgjJ64rkr/ABHfhlaBtW/yKMAEHrU5faOeD3qBHITsD+dQySbBgMc9/U1mjVllpflyD2rKv5cKRUgmLMfSs/UZNsMmOuDge9aQWpnLYsC02f2YCCGe2M7Z9Gkbb+gFX2Wrur2y22qRQYwbezhh/wC+Qf8AGqhFe/Q/ho+erO9RkJGDUkTEMP500jnmnRD5uetWT0LiN71MCSfaq6duKsL90cU7kkimpAPfr2pg/KnD6UAOJ44NHegY9KMUAGeaBRjigfSgBaKD06UUAIOtI3Q+9LkDk0xm9KAIXPXNVpO9WH71XkXINAysR69aif734VPjnNREZfpQgJXX9yPpXiWsMU169ZeCtw5H1DGvcHH7vFeG6w4fWr51PDTuR/30a5MXsjqwu7PWdCvVurGCYHIdQ30rfWTAHqK8z8FaiWtHtWb5oWyv+6f/AK+a7qG5yOT1ryaisz2KbujYL7lxVSf07ZpI5iy4xmhzu55wOorBm8TLuVIAYnvmsHVU8zTbuNerQsuD/umuhucbSp6cYrGnQbWX1/qKUNypL3TyIdBiloYbWIPYkUgx3r0DzGB9DmkxSmkoAWg5pPxpetACAkUHkUhpCc0AHuKepyMHoaaMkc0gJBoEN6NinUOOc+vNJ/BQBInIIrr/AIWxtJ8SNGC9VlZj9AjZrj0PzCvQvgzbNP8AEa1cDKwwTSMfT5do/VqA6HuHjqzWfQvMxnymw3+6w2n+lfO0kLWWpSRngKxr6j1a1F7pV3bkZ3xsB9ccfrXzHrT/AOmsp4dTtNRMukzbsrkFVGa2IZt3euOsrggD0retJ97ACuOaO+BvI+6u08BH99dr/sqf1NcPCDjkV2ngJ/8ATblfWMfzoofGRXX7tnfUUUV6B5oUUUUAFFFFABRRRQAUUUHpQB5D48vDd+MPs45W1iVAB/eb5j/MflVe0UoqglcnqBVTWZGk8Wao7YDfanX2wp2j9AK0LTgDd1/lXDUd5Hp01aCLDOQCcjgdBjiqUs2ScA+5NXJSNuO/fFZl2+xhjoRg/j3oiNsktnL7iQAOahnVJtRsoCcCS5iQj6uoP86fG5EIA6nrVIy7Nd0lPW+g/wDRi1pD4jKp8J3HiUZ8Qz+yoP0rKI+ta/iP/kYbj/dT/wBBrKYDFe/R/ho+eq/GyIjd1pYsZxzSgZ+nvTkU7jmrsQiZBznmrCc/So1XpkCp1FAD1X1p1IMDNOyKAFHTigjikzzThkntQA2jBxTjnkGm9KQxecdcUnPenduaTvTEIc9KibvmnnjqTUb5zQBGxFQOM5qc5qF87sYH4UDISpx9KiAzJVp0wtV0/wBbQBLJhYmbpjnNeAzuZLiVz1Z2bPrkk173enFjLjrtb+Rr5/z+dceL6HZhVozY8N3Jt9aiAPyygoR+o/lXpsTkoGBPNeQ2snk3kMnA2urc/WvV7SQNbgc9K82qenQ1ujShuCAOtXlcupIPFc8Z3XH+9itS2clclselczR1IW7Hy9OCaybgBWGOxBrYlTepy1ZM6lWOeQPeoW5fQ8m1OH7Pqt3EFwFmYAZzxnI/Sqo/KtjxWqDxBMy/xIjE+5UVjCvQjqjy5KzsKemaQmg0lMVxKWk4oJ9KAA/Wm96XnFN+tAxw60GgUtMkU8r7im+tKpGfajGCRSGCda9r+AdopvtbuyvKxxRKfZizH+QrxRete/fAaLGkatL/AHpox+Sn/GgOh68a+WvGcH2XxTfRDgLOw/U19SnpXy945kE/i/UXHINw+Md/mNTMqluZ1gQ/Heun05AmMjk1zWnRtvAC9e1djplvghiM57VyzO+maSI20V03gmcx6y0Z/wCWkZA+o5/pWIqAJgrUmnXBsdUt7gHhHBP0zyPyrKm7TTKqRvBo9fopqkEAg5B5FOr0jyQooooAKKKKACiiigAoPSig9KAPDdZzH4s1QcDF05yevJz/AFq1bOXAIy3p6fWq3iAj/hNdUUknM5xx7CrUQBULuY7uw7iuCfxM9SHwIsBtwIDVSvEBUkDjuKtMdpGfl9AOpqtNkhgRg4/KiLHIjglHl4OM1nYaXxVosS9Wv4cfg4P9Kn37Ax6CotHBuvHuhRr1W6Vz9FBb+lbQ+I56nws77xC4bxBc4z8oVT/3yP8AGst+9WtRn+0azfNxxOyjjH3fl/pVZxzg171LSCPAqfExoHGakQZY0wDAqVPpVsgnReRU6p9PxqKPp6VYBzwAMikMCKMHPNHJOe1LjigBuCTTwCO3NC4FLyelFxDTnvRk04802hAFBJGMUUnXtTAQ9OlRP16VKxOMVCeMnFIBh96jIBanseo9aRB3pjGyD5Kqwj97VubhfSq0AzNQAzUDts5SeyMf0NeA5zg+te8a2QNNuASAPKbJPb5TXg46D6Vw4r4kduF2YZ755FesaRKktrEwO4sgb8xXk5HBr0nTn8rTLdh94xKM/wDARXDUV0ehR0ZebJusA5Vep962IXCqFPHpWVYx7vmIyTyc/WtPZzwcH3HX61yzOuJI0wDAEYz0NUrk7mLD61OcrkNgjOR3wapXfyYcL1681mannPi/b/brEHnyl3Y7Hn+mKwR+NbfivJ8Qy5POxP8A0GsQdeK9CHwo8ub95i02l4pM+lUSJRS0lIA600jmlNDdKYCDtS9qSlFAhO9SjkBqjOKchyGH40hiE/MfrX0R8CUx4Tvnx968K/kq/wCNfO56n619HfAsY8DTn1vX/wDQVoE9j048CvljWUa41+6YDO6Vmz+Jr6nPSvnSWwVtXuDjIWRl/ImoqOxpRV2VdM09shiD6dK6y0g2KABgY9Kr2lttAwOK10j2qMcHFccmehHQjkUADJ5/SoHIwcECrTAFTwOOKpS4U+3as1uaPY9b0t/M0y1fOd0KnP4CrtZ+iAjRLIHr5K/yrQr047HjS3FooopiCiiigAooooAKD0ooPSgDwnxKxHjTVOF/4+Dz36Crdk6lOWz/AJ9ah8XjHjbUlTgGRWOO52rTrRnAA2rgdMVwVPiZ6lP4EXgCM4CgeveoZ0G0gdf61YVTjBReOvH9ahk6MxGTzgZpIbMudQA2PWn+CoRL8QrOQjdHbxzSsR22qR/NhTbsbUPU8frVvwCFS/127Jx5OnMoOM4LN1H/AHzXTS1ZzVnaLNSzk855pf78rN+bZqZ+oqlpPMTZP8R4rQlHHevehoj5+TuxnbGOKkj6VHnpmpo0781QiwoG33qVRnvUQFSIaQEg4pc02jIxSAdk0ueM00Y70uTigY0Hk8Up4pMHvR17UALzmkJ4oNNLYxQID0qIjjinlsjk00kYNMZGwz2oQYHNKeaMdxQBFL93moYOZTipZjhTTLdcZY0AUNaTz7W4hLYDROpI7ZU14V1VfpXvF4A8jqehGD9K8IlXZI6f3WK/ka4cVujtwuzGkDB5r0OxybO1TrhF/kK8/RS7qgHLMB6deK9KsY1DKOy/KM+wrhqbHfSWpsWiFEBGMZ/MVfGCpyAwHOcdKr2yYj6kHrU6OA2SMbhnjv61xyO5EVztKjqvoaybqRSdobd6EVo3TDkqFIz/AHsVizuS+07lYHoRSW5T2OD8VsG1+XkEhEBx2O2sYdK0dfkEuvXjKRgSbcj/AGQB/Ss3PvXfHY8uT1YtNNFJiqEL+NL25pBRQAn4UHke9GaWgQyloPHamg80AO7UqHDZopv8dJjHnhiK+jvgWf8AihZ/+v1//QVr5xbkA+1fRvwKdT4GnUHlb18/98rQJnoWp3P2LTLq4zjy4mYH3xx+teJ28Zd8nksckmvVPG9wYPDNwoOPNZY/zOf6V5vZRg4J4rGszow66mhbxKqjjGKsgBeCRxxSoo2jjOBg0yQ8En+VcjZ3LYglZeQchs9apSsWcIRyTjjvU87hhg/n6Uulxfa9as4dv3pVB78ZyaUdWE3aJ6zZx+TZwRYxsjVcfQCrQpo+7ThXpI8d7hRRRTAKKKKACiiigAooooA8P8Y/L441E8ffXgj/AGFp1sW2jnOe2aj8cB4/HGoDuWQjjsUWm2Lny1UZZm9B0FcFT4j1KXwI1IiXXjhR0qOduOmalRjsGew6DoBUUhyxH8IOCf51KKZl3/CnPccY7U/wq3laV4olA4MNvECPVnbiqt+5yfQnj2qTRBs0HUfmH+kX8MePZEZj+rCu3CxvJHFinaDNzTF2ptPX/wCtWlIPl4rPsuJGH0/lWm65WvdR4LKgOWA5q3GKqqMse1XEHtSYEgHFSAY6mmrx1yBUhOaACjOKT60DsTQAvrThjHBpoJ60ufXOTSGFJSFuevFLu7AUCAkAUw80pPrmmFvagA/z0pCBz6dqCeKaCMcUwAj24pCPSnDpSUAV5hxSoNqUTdRSE4Tj0oKM+Y5lY+hH868U1eIQa1exg5C3DgH/AIEa9nc5Y/WvIPEqBPEuojqPPY/oDXHiVodeGerINLj83VbZCMjduP4c/wBK9I09B5UZxyxP5159oCB9VDYB2ox/Hp/WvSbFB9nTjOBXmVmeph0aEOQSByOtOJDbkJGR0z3/AMDSoPl5JPHWopQCoIbDDvjiuRnWipcu+CAMgdRnke49ayZZUjJlbBjUbmJ6ACtC4ctyTj1HXBrm/Elx5Oi3BB2tIVjBHBOTz+gNXBXkKo+WLZwc8xnmklOSXdmOfc5pgPOKDQPpXeeWBPpRnFH1ppoAdmlpAeKDQMSgGko6Hn9aBCmmd6f2ppoAcDkUjcYoBxSnlaAFBzGfbmvfPgFc+Zour2xPMdwjgf7ykf8AsteBRcsV9RivcP2fQ2NdY52/uR+PzUgex3PxElxYWdv/AH5ix+ij/wCvXIWifKvvXSePm36rZRdQsTNj3J/+tWHAgA71zVnqdmHXulhMKPT3BqKd8Hg++M9aldgBk7jx9aoXLDPGcHoR1FcrZ1Iglkycg8dvatrwRbi48QeaQCIUZvx6D+dc87nBBIOehHeu6+HtmUtrq7YcswjU+w5P8xWtCN5GWIlaDO4FFFFd55gUUUUAFFFFABRRRQAUUUUAeOfEyDyfFscuSRNbK2PdSw/wrIsnygBPPoK6b4tQMt5pdyo4ZJIyfcFSP5muT0yTjG0+5NcVZe8elh3eCN1BnGckD9T6U2bAiZgeg4x9eaajsO2OKjuSfJ28jJ6elZo1ZiXrcH3rQ0qJo9E0/I/4+J55+PTcqD/0A1l6i4UHPQc5rp5LM2lrodueqabGzf7zMzH/ANCr0sEvfPMxz90ltcCZsGtYjK/hWPbHEufWtdDla9eJ40iJUO78asIMdaYF+b2qUcU2AueOaeDkYzTDz0pwpAKTyRnp6U4U0cUvWgBc0hz3zS4pBk0gDPGKTH1/OlI5xik5A5/OgBGB9DUZU56VKSaTFMCM9BSYOOcVLkYphIoAQUdTSkDHFIeKYFeU/NTJDhD9Ke/LUyX7h4pAZp+9+P8ASvIfE/8AyM+o8f8ALY/yFevHmT868j8WJs8U34/vOG/NQa5MT8J2Yb4iTwym66nfAwqge/J/+tXo+ngm2RgR94rg1wHhRM+e+OrKufwrvbFv3TDtXk1mevQWhcK5DLjBHOKieVdpP3T37E/4095Cy7iDuX9apTvlTjGeormOorTvkNg5xzXFeMLoGS2tlJOFMr/U8D+R/Ousm+cggMD3BPf2rzjWLkXWqzyA5UPtX/dXgfyrooR1uc+JlaNijQOtB6UgrqOEcTTT1paaaAHUpNM/CloAQigUppDQA4c00igGlIzQAwHmpByCPUVGetPU/jQAiHawPoa+gPgJHt0fWjjAN0gB9Rsz/Wvn9uGI96+mfgoIv+FexugAdrmXzD6sCAP0AoB7Efi6cSeJ5EHPloq/pn+tUoMBSSox9elM1OQ3fiO+mGWzOyrn0X5R/KnsipCcsd459K4aju2ehSjaKElkwOhI9RVCV9zHDZBpzTEscnn61WZ9zHjkVgb7ETHL7dpwT0r1/QLH+ztFtrcjDhct/vHk1554V03+09djZ0zDD+8fPQ46D869YHFdtCFlc4MTO75RaKKK6DlCiiigAooooAKKKKACiiigDgfipbCTw9a3Q6wXIBPorAj+e2vNbGTDKB9a9d+IVu0/grUCn3o1WTGM8KwJ/TNeN2bbCpxnJ4FctdanfhX7tjpoWPlsT1x+FQ3LgFR25qS3OYh0A7moLsqVyO4yPpXOjpZj3sLXMkVunLzMI1A9WO0fzr0HxWkaa7HFH/yytUQ+3XH6YrkfDcH2vxrpcO0kCcSEeyhm/wDZRXTeIJhP4jv35wriMf8AAVA/nmvUwa1PIxz6FGIfMD2zWkjZbAxis6NfmWrsbFTmvVjoeXItAfWnimK2RxTwRz61RIpyKM4+tJRg0gHbjSh/amk4PPegZxmgCTJ9aTJpmc0oOOmDQA7JpC/rS5GOaQAGmAhb8KFfn/61BXjikwAe1ADuvGaaVKrkdfpR/L2oPTJxSATOMdaYx44oPXtTD9aYDSoP4VHL9w9qkJI71HOcRNmgDMB/eGvLvHKFfEsj7cBoUOcdeo/pXp+7kmuB+IEQLWNwAOd8ZP0II/ma5cQvcOqg7TIPCybbJ3Ofmc/pgV2tkpFvz1YkfpxXJ+HodmmRDGC2WP4111tzCqD72MjPrmvErPU92gvdROzfKw45GazLljj5SOP4TV6WTCjHBwQazLlgy5BAZeoNYo6DI1W7NlYTz9GVcICT948D8MnNeeZ69/eui8V3zyTxWY4VAHbnO5j0/IfzrnDxXbSjaJ5tefNISgUHmkA5rUxFo5zSH1o70AB+lGaDSE+1ADu1IRQDzQaAEHWnDkUwdaeDxQCGkY9aAeaU80wHBoAWXoCPpXvfwH1ZV8MazayOAtpOJ+eysvP6rXgh5Uj8a9H+EtxLANbjIbybiBI8joGD5599u6lJ2VylHmdj0G1QbWkc4LEsc9cmluZCFIBDZ7U5nREOQcdjtOKpSTqVOOT6GvNkz04qyKe5gS2Bj3pj8kY608FQTx16j1rZ8L6QNT1dC4zbxYd/Q+g/E04Ru7Eznyq52vhLSf7O0hXYYmnxI+RyB2H5fzroaUcUteglZWPLk+Z3YUUUVQgooooAKKKKACiiigAooooAoatCtzpF7AwyJIHXB91NfPVk7ArnJ4FfSTDIr5tKPb6lLE3VJGUgdMhiP6Vz10deEerR08DhYckdR+lV7l8sM8DA4ogfdGuTkk4A7k+1RXLEuwJwQMcVyo7mangCLzfHML9fKt5X/kv/ALNV7UoDDrN/GSSROxyepBOR/OmfDJd3iq8kxkLZ4z7l1/wrS8UKE8R3RGfmVD+g/wAK9bCaM8XG7mZAuTx2q0Mg1VgYqx9DVnNeotjzGTo/Gf5VKpyeO1Vo2w3erKZAOTTEPPHJpwOPemg+1BNADsZHNAUUgPHNOyPSpATHtSgDPNIMml/zxTAO3WjAPOaQmkB4pgPOMcUhxgmmMaYXzxSAdnnr3pR8y8GoTnORzUqH5aYDSMCmEjB5qSQdh0qBuOvegBhc5OarzMSp61MQAOuagkICkgUAZ8h2qa47xxEZNJs2H3hdFR/wJf8A61ddcthTWD4gt3udOtAFJC3qsxHb5Wx+uK5q/wADOmh8aIdNgCRRIAAFAHFbyYAUqeOGHt6is/ToT5qg8d6vTqqhSOAw/KvAm7s+jpqyIbo4yP8AgQrMuHyoYHaByT3HrVm6fcoYcFWrnPEl79j0xo1OJJz5Y9lx8x/Lj8aIRu7CqT5YtnHX1015fTXJ/wCWjFh7DsPyxVYmnEUhHuK70jy92J9aWk/Gj8aYg+nWij60flQACgikHvilJpDuJS9RmmmnA5oAaeuaUHFIakgt57qQJbQyTOeAI1LH9KPUaTew08imE811Fh4D128CtJAlqp/57tg/98jJ/OulsPhbDgNe3ksjnnbGAo/M5NQ6kUaqhOR57pljcajfR2ttEZJHOAB6dyfQe9e2eG9BTRNKW3jw7L80j44Zvb2q9pWgaZo0Gy0tIoiQA7ovLfVjzVqViQVHyr7Vy1KnNsdVKioFQq05ZiQoHvxVadNi8MM1alZYEzg7j0FUDMzsQWA9sVhY1uMOdoJHPXivUvC+mDTdGiBXEswEj56jI4H4CuH8PaYupazDG4zCoMrD1A7ficV6qMDiuqhDqceJn9lDqKKK6jkCiiigAooooAKKKKACiiigAooooASvn/xRA1v4t1RFzn7Uzc8cN839a+gK8V+JkSW/i5mU4M0EbsB3Iyv8lFZVl7p0YZ2mUNNy77iSdq8AetLcptBZuTzn607TMJFGucluuKL37rYGMcVyLc9A6b4WRbtQ1af+6kKD8Sx/pVnxNKsviC4x0RVTjvgf/Xp3wriC2eqz9N0yLn2Vc/8As1ZN1d/bNUubgDaJHY4645r1cKtTxcW9WIueOuKnToOaiTrxUwBI4r0keayWMZwelWQeOtVo+nTNSopLZyKYiXpQTwCRSgUuAevNMADDvRuBGQaQEdhSjjtSAQHnGDT+uKTrQOnrTAD0JHX60wk+hqQ/d6Cm7SeoFIBhbjvmmkM1S7Of/rUEY7fpQBBgg81ID2p+KQ9PSgBpaonP04qUjrULjg/0oAgdz7VVnk4xVhz3zVOU9SaGCKFy3zACs+/JKW0PRS7SEfQBR/M1cc75CTUSosl6ztgqgCqP5/qf0rjxc7U2d2ChzVET2kASKNyBuDZ+gov8CHOANpzxU5Q+TzkFfm49qz7yXdEyEZYtxXhH0CRRlcuBgYrz/wAQ3zXeqSKGHlw5jUA8cdT+J/kK7TVbv7DYTTkAbUwoPdjwK84yg68mumhHqceJn9kZn35pCPepDIg//VTTIvoa6TjG49P5UY96XeD6mkLr/kUAGKCuaMp60AjsRQAhH0pO9OOPUU0j0oAM4pD9fxoBNd/4M8HJLJFqWrxr5eA0MDj73ozD09F/OolJRVzWnTlUdkL4I8EfbIl1XVbfdA3+ogcY3/7TD09B3616FEILE+TaRIi9MIoUD8qbqOrR2cByyqFHXOK5Gz106trAgi3FR2Q4LH+gFckpOR6tKlGCszvoW3ru2ge4q0MDqKqW42QqCMYFSSy4XKkAjuelZikh8zZZU79eKrzypEdg+Z/5VDLcOt0ikNuK8k1RkuA27b1ZiM0EEd5M0ibs8k7fSoSQkIIzuPSmzOrSIgP3epra8NaGdb1MrLkWsYDOR6dl/H/GnGN3ZEzmoq7Op8B2DR2Ml/KCGnIVM/3R3H1P8q7OoIoo4Y1jjUIigBQBgADoKnrujHlVjzJy5ncKKKKokKKKKACiiigAooooAKKKKACiiigArxn4qqR4rt2A62i4z0+81ezV478VCJPFFkg6rbLk/Vm/wrOp8JtQ+MxrAnYn6kVZ1BNoZweHXJFV7MYYAH5RzV6dfPtiP4lPX0rjW56clodP8LnY6LqKADC3PHqSUHH6CubjDJcurhlYEgjHfvn3ro/hc5jGsWbKQUmSUH1DKR/7LXBaprVzp3ibVIGCTIt3KE3kqyjceCe9evhZpbnh4qLcjqYmHfH61YTb2Yc1y8HiqLA32zKT1xID/SryeLLDy1dklUHt8pPf39q9BTj3PPcJdjfUL6ipBx0PX0Brn18X6UM5Fxx/sD/GnDxfpxwAly2RkfIBkfnVXiLlkdDgDuc/SgDJ6/pXPjxdZscC2uD/AN8j/wBmpr+MLWMnNnd/+Oj/ANmo5o9w5JdjowOT1/Kn7f8Aa/SuYHjWy25+yXP5r/jQ3je125SwuJPYMo/maOaPcOVnTY9yfwpdvv8ApXIDx/aspb+zbobeoLpn+dTReOrWUgCwuxnodyY/nRzR7hyyOqwdvX9Kac/3h+VYSeLLR1Ui2uBlymPlPIJB7+xpJPF9lHM0ZtrklQCSNuOenekpx7hyPsbvI9KOcdvzrnj4ysBIqNb3Qy20HYuM/wDfVQy+PNJhJDw3gx3EIP8AJqfNFhyS7HT4J7frSEEDp+tcunxB0KQkZvF+ts39M1OvjXRJB8sk/wCNuw/nReIcsjeOPT9aifBHP86yv+Er0hhw8nT/AJ4tTT4n0rGQ0zfSEmi8UHKy/IgI4PNZ96wjXGRyPWqs/i3SEB3faF+tu1Y954t0qdsRmZu3ERGfzxSco9xqMuxdaUIrMD83YD17VPYwlIhvzk4yT/n1qrYFdQgS5CukfUB8Z9icVfMoRCmGAx3714uNrKcuVbI93A0OSPM92STP8ox6fj06Vi3D7pSo6H+dacrhmGDjvjNZUrbppGPVeCPeuDqeg9DkvF93/qbMEkk+Y305AH8/yrkyma0tYkmv9eufLxhWCLnuBx/PNZcqzJIEyCckflxXo04NRSPJqz5pNi+WtGwAetIsdw+SGyB6Cl8ls4LsD9KvkZlzoQp+FIUAqQWxbHzt+GKU2sin7xA9cZFHIw5kRBM9qUoBUi2t0zbQFzkDjvnoac9nLtV4nV42BKnOCSDgjB5pcrHzIrFce1M5HRjSlnEhQqcjqKs6dOttfwXM1stxFG4ZoyMhh6UmmNWZ1ng7wVfarJHqV5D5WnRneDIdpmI7Aenv3rvtZ1O102EkOpKjpnvXFah8SZp4PLhDIAMAbNoA9K4651PUNaulgQvLI7bUjTksT2rnlFyep6NOcKUdNWaOveKp752jVjtBOT2rtfhx4YvLZG1e9ZkEygRQkYJXrubuAew/E1J4W+HFlpkcd/rm24uh8y2+cxxn3/vH9PrXT6jrQRSkJxx1A6ConKKXKi4RlJ80zSublI1ZEYEr949gfSspr0uwQnqc4Fc5PqM8+ERyqdQB1P1q1ZpIQSSd2O/YVibO1jSubsyXEhRuGG0HvUDyFVVE6gYpm3Yg+Y53H8eKdEg++7r9M8/lSMhbZHlkWNFLSyEKAOpJNeveHtIXR9LSAkNM/wA0rju3p9B0rhPA1j9s8Ri4KZjtlLknsx4H9fyr1XtXVRjpc4sRO75RaKKK3OYKKKKACiiigAooooAKKKKACiiigAooooAQ15D8T7Z08VWVw3+qmgVVPurNkf8Ajw/OvXq4P4oW0L6Bb3cgAlt7hQh9d3BH6A/hUVFeJrRdpo4GJ9jOgJPOa0bcbkJbOGHNYVtKXJY8kkDjjFb9uVZAcD0BrhPX3Rf8LXf9leKYnklCQ3MZt3z0LZBQk9ucj/gVef8AjOLHjTWkGSVvHYj1DYb+tddcoJImjORno2cEH1rkfFEt02tyX1xGpa62lnReCyqFJP1xn8a7sPNbM8vF0vtIqWmwKu4ZHr1NacdpA8MTlV3AD096oWr286hcKr9cdK1oLPYiMTwQM/lXemeayFrdVDMEVh24FMSJAGJjG7GDjitN7fYpIye2B0qNYwWJK9xjNCYimY4mboyn60Oq4ZN6upzweeaumFFYkjn6VSuYEbLA4J9B+lNCZRliaIl0bOOoPWqgmbzt/CleM+tWJ3eM7Q2RnoelRsI3DdBIMZAqhAQXVpOBJgAjs1EEmJBjg5PU+1QMWTCnoT+XWq4mKNuB+71z9aZRv20xCW+cZa4Y9efvN2ptzJm5uHBG7K7f0rON6iWsEgVuHZuBxwzDGfWqOp3rBcI+DIoyB14NZxKZpNPvnhBXdmUnpxwM5/pVZriB3KvuYk8Y6CqAklt7dC4A3DdktyDwP5UkDISBvO5j+FNMGtjXt51TISFV4OSR2qQT7bgZiUqy5HFTRwuqqd64YZwVp8sDqY8MrfNn7uKZIpPT5BjBpMjjI7cYp584KMFQuOw61C6vnjHFS2OwyZ9oYg4Jp9lpbXzxPKirGDuJI5brwKks7B7qTe4xGOuOM+wrp7aFI4hxggcDHQVx169tEd+Gw3NrLYltYhGuxVVRgDA7UlyhQDnOOx5zS7+vPFVppWBI67h0Nee3d3PViraFYSHe3PTis1pgiSMTkAsx9T6VZmBDnqNxqi8kcTB3IJZsogGSfc+nrWtCm6krGGJrKnC5Fc6I7G3v7OWSzlIO7ygDkcckHHqawrrw/JJMzm4Msm3lygUnk9fWtufVCzF9hAY5K5OAfUenFU21J2DHhiM59/617SikeDzSOeOkXKMxAB9MUo0663coT361sreSEbSOpHfn1pBM7k8k4HQkGjkQ+ZmKbK5H/LI/lTRa3KD7nX9a3uWViwOT3JoBVcZUHJzzS5ELnMGFZvtUKFG5dR+Ga3NCtrNtOWa7tA8y3MiRZ7EKuWI/i5+lW0aBDbuVXeW3DjoQw/xp8ez+y7dysY2yTNyDk5baCD+FS42aLUro4/WW8zV7gptaRmAyBt7DnFLFYSNhBtXnB5z0xVqwEUt9cTTISzOQpzjgVsPIkbg/ZieCcnGOtKML6jcraGj4Us9OS3aO5tYZZwckyoDkH0Brq4bnTdOdVt7eCI4x+6jVf1ArzGe9uIJhJE5VlPA4x/8Aqrc0u6uNWtWYTRrIh2uhXI9iOa4cRSak2tj1MJXjKKi1qdHqOtmdim446nDcCuak1G4vZjb6bH5rZw0hJ8tf/ijVxtAec7ry5YxZ/wBUg2hvr61pwm206MJGiqAPlAHFcmiOyTuR2Vj9htQ1w/m3DnJJ4/8A1CpX1AoAiAMT96su41B55mSJWmmJ5QHAX/ePb6U+KCTB86RWb0RcAf40mrkp2NKG5V2+cnGcYUdzU7KFVpCAGPT6VkLcxoxSN1Zh1CHOPxq9HcAWrzS8AsFTJ6n/ADzTjG7siZuyuz0j4asXtr/EZCK6DeVI3Ng5APcDiu/rlvAl/bX/AIVtfs5B8ndE4BydwJPP1zmuprtSsrHlylzO4tFFFMQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAlcl8RFhfwddebgsrxmP8A3twx+ma601xHxROPC8XvdoP/AB1qmWzLp/Gjy2w+7wK3YD+7GT27ViWWDGBnmtiPIUDqK4Gewtiwdr555HI+tU7+0jvbUo6jI/SrSDAOOTnpSuDsPoe9VF2M5xurHBvbG0mZHwHU9vSuktgGiTD7lIyB6VQ16PZJHKONwKtV/TGXyQCoDYyT616tOfNFM8WtDkk0X3XKKM7WxVR1O7JGAT19auykYBAB9qrDcSQc4z0NaJmFisGLE5GR0z7VTnkRio3YPbPH61fcIysAdrD8jxWaYZAxPJz37VSEytPGH5G0jPGKz54mRiwOGBzxxV+VMKzYwQe9ZtzI8a71LHPY8irEMllZlAOQQMZ6VS3EMzckEhee4qaSR3J+QkYPtiq5ygKkccnHtQNILktb2NqSrMNpYAvx8zsenY8Dk/hVOMmW5UPuIJBOOSc1pX6SPFHHI8mWRWIOT0UdB+PtUVvAqHf8qqACTuySPr/h+tYqTNXFBcl5SHdlIY4BAxwo/wASafBBuwAOOmabLJliQnyqMAdMCrloFYr1x3zVIhu5sRQzLEpzuAGOvtVoOHRQy4bPNSQR5txzzjpTZXCgBlGR0p3JK8ipuJ3AtkcVHFE00wRcgnj6CibknHTORWxp9vshTanzMMsf6Vz16nLE68LR9pLyRct4VigCqp4FSAsQF6ge9Ej7IyB1qO2O5Cw7nrXmN3PZUUiXdtGDVaX75qzIgI71SnLKpqSytOxCM/p0rGu4G+0uqNKF+Y5c4HoMVrSMWjAx1OKyZ4zJO5Z2IYnA6d+nNejgVqzysxexVFguV3ysSGHU9eKcbOJIiep+lT+SiKSFYAgnGCaa5XyVJLYOAR6c/wD1q9I8oaLS3Ucdh2ApGijQAhSM4PP/AOqgEnaQm7jBOMd6cUcgYU9M8ccUDIyAFGBzjg5xVeTJ3ZXOODmrLxOWbGc1DLEw465wQc+1AFaWfDQAZDZ4B6EZHT6VPflImSCORg0cSqUK8BmJYnP41Wd286BAyqN4DISM9eozSatdrKt5tTyZVJyU4DheAD3B96iRSM7TySAQ3zMzEn6mtJkfeyg5B77uOpqjpxEcSjbnOFGe3StXLshdQTGRkY4BP0pLoUzNuLQ4Zhk8Z+tU7S8n0+58yA4YDkHow9DW1KhZRkAAjOSRkVlyQIJsjGCetRUimVCTWqOjXxPBPAJHcJKBgq/JH09aW2mfVgXRysAOCQfmb2/2f51zAtwcgAYqW3kmtHJhcqW6gcg/UVySwy6HdHFv7R1hltrCAgbIo16n/PU1SZrnVAQS0Fqe2cM49/Qe1ZUU8jXAe5UThScBuMfStCTU8jZAm1vV+g/DvWDoSTN1iYNXbL8cdtZRBAFXj5UBALUrPfzsCYoSgB2o8YYKPYgjP9axcSSS+ZI7Mx6kmr8MsixjbKVI9DnNdEKKj6nJVruenQ9i+FqXA0++MojWPcgRI0CgHBzx+XWvRa4X4XIw8NSyMcl7g5P0AruqHuZrYKKKKQwooooAKKKKACiiigAooooA8f8A+GjvB/8A0Ddc/wC/EP8A8drJvf2itPk1BfsNrdQWSqCxnsllkkbJyABOoQYxz82fQYr52ooA+jtY/aD8NXuhaha2thrCXU9tJHEXhi2q5UhckSZxk9hWBB8Y/CGmafqSaF4S/snUDatb2d7bwQh2JXgyEYIwQD1bpXiFFAHvuifGzwbpL3Udv4e1GxjK7EuYBFLNcf7cu4gl+O7P1rD1b4neFr/RZNP8jXLl59Wivbme+WFmnjAVWBCkKvyggKBjgc8nHj1FAHp7/E7SvKuRbeH7ayLOWiWztIosjkLuZcHgHpzU0XxB8MQ6LHZpDrUdy0pluryJIRJOWVc43FgmCCFGDhQO5OPKqKnkRp7WWx6tqHxD8KXdrBZQ2Gs2+nx2yQtbQtEhkCoFKs5zxkcsACcnpV67+LHh+W7neCy1COFpGKJ5UYwpPT79eN0VLpxZSrzR6XqfxB0e9i2R218DuDfMicf+PUlp8RNMt+GgvSOnCL/8VXmtFaR91WRlUfO7yPWD8T9GIwbbUP8Av2n/AMXUY+JmkLnFvfkZ/ijQ/wDs1eV0VfOzPkR6ifiVpBQj7LeZP/TNP/iqh/4WLpe7/j1uyP8AcX/4qvNKKPaMPZxPRpfiFpshP+i3WOg+Vf8A4qqj+N7Fs4gucdfur/8AFVwlFV7WQvZxO1fxdp7g/ubpTx0VfX/eq0XWaCOUZVZY96564IzXAV1wup5tLtolTYqwqu7PJ4HSrhUb3JlBLYvm+glhVg6sQmxienAUdPrTIJHclozwT2PFYy2QeVcLjjkD+tbAxbWoCsodvlAxyff6Yoi7CkTB/NkCYOWJP1rYtIyCuBk8Aj1rMs083DNhWXge1bFupyp6MCask2LedVjCE81XuATKvIJIJyKTOVDEAHnkCmSKztgZY8Dnr/nipBIWGDzroJzjOT7DvXWwxpHAXOF4/Sue0qMBncjdk4z7Dr/n2qXXdX+zWpWM/M3yoPevPrS9pOyPZw8PZU+Zi3eqRveLaQkb2BJPp7/gM/nWlaEeQFCggCvPv7NuzC12ZCJBls55/OvQNCgddKjaVi0m0bieuf8AJqakOSxVGt7RvQc7465AH6VWmZQxzyqjNT3boivk4NURukQueg5NYnSV3+YjAA3HJ9Kgmgt9zMZDkjjAJ79qtOjbcorM2SVC9T7CqDXUyRyGeNoztBOeOh9MV6GC0TZ5OP1kkQ7ERWCK7dedueKR+Y1HlsWzjkHgCqU+sIWKo+eCDhqqyXsj7cOQM56n0/8Ar12855/Ka5HC/KoGB1PWkMiJwZFC8cAZNYhuXGQXJ/WovtBzxwe9HOHKbhniDHG5hjnj9aryOOcKD61li5lG4E454OKkeV/KJPVcYx6UcwcpaSBJ762dm+4+4++Of6GqWp2/7pIo5BK0qNLJJg/dLcAenQ1csUOYpChKjc5JPGQu0D82FJdTM4n2IudgQHHQAdP1NJspIrW9tJFGjA7n3HamMhiOcVY+yugaTLRKCFKOw7DHHt9RVZbgxsHOSyZC4bHzHAH8v1ppa5vpmEkmMHGAOFpXAczSTMqRupGPrTm0+cEFmUe5rRgS209QTgsBgkmq9zq6OxWGPcSRzim1bcSfYz/sx37TIOfQGgWhbJ3tx1GKtB3dlymCTk4HanYYLt24z61DLRCtscffYf8AAakW2w/MrdR0GKlVWIbABxTlZ9wAAP41LYwS1QsMs554+lXooEToh6dTUCO4ZRtIzmrUfmsyqEOD1OKnUZ7T8MnDeGHUfw3DA/8AfK12tcP8M4ynh2Yt/FcMQfXCqDXcVk9zRbBRRRSGFFFFABRRRQAUUUUAFFFFAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXYQsP7NtlGeYUH44FcfXXw/8eFr7xJ/6CK1pbmdQsQxoJQScbu/pT1YXE54wvRc9h2oi+bOeeKfbqBOvFbJGTLkEZ2hxwy8MPatq12soBDEgfjWdD/rD+FaMXU0SEi4EDAd88fSmsGCs+wtjhccknp/WpU+4PpVjTiWu0B5FZVHaNzairzSLdpAI7IOMbQuMYwRXMy7b7VnLktFGpCD/AGu+K6/xKxh0lpIztfy+orjrDlrTP8W7PvyK4Irdnrzfwx7lgMzAWiHc0jKFz2BPP4cV10Svb2wQOWJ6k9/WuZ0ZVbWZHIyyodp9ORXR3BIVcf3aznNytcuEFFuxnXchd9gBLE7ifamyuIoNh6txj1py/ekbvgc1GPnnfdztHy+1SavRD7Swk1HzYlfywqjc/pnoPr1oufCEL5DTliMA7wxB/M1oacStirKcFmYk+tWi7Enk9a9TDwSgeHiZuVRnLnwsUVRE8WAOhTFUptCuFcApGQM8AY712rqvlK2OeOazpRg/gf510JHNdnISaVOrcxKDjtVZ7KRWPykY68V1F0zbzzVC4ZvOPPWnYXMc60TqpyMH0qEkKMnn2NblwBsY45yax5x++NS9ClqSQTvsPlnCJtVR8uCTkkHP4du1QODcySbgjbjkhF2gD3xj+X40R8Q3xwPlPHtwKq3LNFlUO1d3QVBa0LDtFCwYsCVX5ABgA1ENVjgUoi5JJJI71jvI7bssTzUlqoMq8UNitcvma5vG3HhTznqa07DT23Dglick021VcDgdBXV6dDHsHyDr/jVRV9xN2IBZLEoPU4z71VlQAAY79K1pVAD4HaqMijC8dcUSFEphAC2OuewqQBd3QfQUh6/jRnDcVkzQlX73arKbNwyeinPNUFJz1q/piiS7w4yDjr79aQHu/ha1Fn4Y0+ILtJhV2HfLfMc/nW3TQAsYAGABTqyNQooooAKKKKACiiigAooooAKKKKAP/9k=", "path": "002823.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002824
Men Tshirts
{ "bytes": 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", "path": "002824.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002825
Men Tshirts
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", "path": "002825.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002826
Men Tshirts
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"path": "002826.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002827
Men Tshirts
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", "path": "002827.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002828
Men Tshirts
{ "bytes": 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", "path": "002828.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002829
Men Tshirts
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", "path": "002829.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002830
Men Tshirts
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"path": "002830.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002831
Men Tshirts
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", "path": "002831.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002832
Men Tshirts
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AP8V/E7nKzQJ/ux1n3XxA8T3Yw+rSBfRFC4/EChgu57tqulWMys/mx2s2M/eAU/UGuHXVbMXkloLuGSWM4Jjbg/T1ryO51G9uyWnvJ5GP96QmqO6SJwyOysOhBrnqUIzOiliJUz3bCuMqeR0I6j6Vh6r40vfDer23kt5w2/vkc9R6fXiuF0rxnf2DBJiJ4uhDdcVT1TU31O+ku2/j6A9qzp0pQkbVq8akT6C8PeN9H8RRqsM4iuSPmhc4IPt610ZPHSvk2OV4pFkikZHXkMpwR+Nd94a+KWpaUqW+ooLy1HAY8OPx7/jXYcJ7lmkrD0Xxbo2vwhrK7QSHrE5ww/xrb9P8KAEpDik3fNjmjNACGmmlJpCaAGmmGn5pjGgCN+lQP0qdulV36UAQydKquKsvUDUAVXFV5BVtxVeQcUAU2FRMKncVERQBCwqJhU56VGwoArsKjIqdhUZFAEJGKjIqcjioyKAIiKaRUpFMIoAzQOaeBSAU4CgBQKcBQBTwKAFAp4FIBT1FADlqVRTVFSrQA5BzVhFNRxjBqwg5oAljFWYxUKDkVYQYoAmjFTrUSCpU60ATp1qdeoqBOtTqeaAJ1qQGohT8gAknAHegCUHNOaRIo2kkdUVRksxwBXC+IviNYaUz2+nqLy6HBIPyL+Neaav4q1fW2P2q6YRk/wCrQ4UUDPV9b+JWj6SGjtmN7cdhGcLn615trfxA13WyymcWsJ48uDI/M9a5jnnk8038MUAKSWYsSST1J7000tFAmJRS0goAjPBoBpWXNIBzQA4GlBptFADhgUZpKKAFozSUUAGRULPkmld8DimKNx96AFQFjirIGAFpsabRmn980AIODS0lLQA+KWSGRZIpGR16MpwRXbaB8TtY0nZFdlb23HUSH5/wPeuGFLQB9CaN480PWwqrc/Z5z1jl459M10gYFcqdwPccj86+Wd2CCMgjoR2rpND8d6zobKsdwZ7fvDKSfyPagD6BJpDXKeHfH2la8Eid/s12f+WcnAb6GupJoACaaaCaaelADWqB6mY8VAxoAhaoHqdjUD0AQvVd6suKruOKAKzioHHpVlxUDUAQmozUrCozQBE1MI4qU1G1AERFMIqUimGgCIimEcGpSKYRwaAM3FPApKcBQAop4FIBThQA4CpFFNWnrQA9RU0a85qNBk1OooAkVeasIBiokHFTIM0ASoKsJzUS9KmQUATLUq8VEOtSg0ATJUy1ApqZT7ZoAnBrzXx94wcSPpGnTABeJ5UPX/ZFavjvxZ/Y1p9gtG/02ZeSP+Wa+v1ryDcxbcxJYnJJ70DFP9c0lGaSgQZNJmlpMUALRRRQAGkpaMUAAppXnilxRk0AMPBozT8A0m2gBO1FLjikPSgBOnJNRvLk4WjaznuBTxCo60ARKrMcdqmSMKPen49OKO1ABRRS4oASl7UYpQOKAEpaMUUAFOxTadQA5HaNgykqw6MOor2j4f8Aisavp62N1IPt0AwCx5da8UzVvTr+4029S6tnKSxsCMdx6fSgD6UJppNY3hrxDB4h0tLlCFmXiaPuprWJoAG6VAxqVm4qFqAInqJ6lc1ExoAibnNQPUzVC/WgCF+lQMKnaoW6UAQNUTVO1QsKAIzTDTzTaAIz0phqQ0zFADDTCOKkNMNAGYKkFNAp4oAUCngUgpwoAeop6imqDUqigCRamQc1GgqZOKAJF9KnQcVEg5qYdaAJFHNTr0qFKlU0ATLUi9aiU1IvWgCdfas7X9dg0DSZLuTl8YiTuzdqt3F1DZ2slzcOEhjXczE4xXi3iXxBNr+otMxZYFyIkJ6D1oAzr+9n1G9lurpi8sjZbPb2qtmj6UgNAC0tNzzTu1AgpM0UUDDNGaKKAFopBS0AFFFFACEUYp1FADaKdSZoATr2paM0UAGKKKKACiiigAozRRQAtFJmloAKUGkpRQApFRg/OR29Klxmq7HEhFAHReGtfuPD+qJcQksmcSRj+JfX8K9zsL+31Oyiu7Vw8UgBBB/SvnFDxXYeC/FbaJeC3uSWspmAYA/dPqKAPZGPFRE04OsihlcOpGQV/iHqKjY80ANeoSakc1EaAGNUL1K1RN0oAhaom4NStxUTCgCJqhapjUbCgCEimVK3SojQA2mEU+m0AMIppp5FNNAGaOtOApoHNPFADgKcBSLT1FAEigVItMWpFFAEqCpV61GoqVBQBKvFSr1qJalWgCZeKkXrUYNPX1oAmHWnqQOSQAOuew9fpUanJArh/G3ijyVbSrGT943E7qeg/u0AZHjTxSdWufsFox+xxH5j2c1yGeKWkoAXtTe9L2pOlAAOtP7UwDJp9ACUUtJigAoFFFAC0UCloASl6UGg9KADFGKUUGgBKSlooASiiigAoopaAEpaSjNABRRRQAUYoo7UAGKKTNLQBItVZP8AXVZU1VnGJKALCHipFNQp92pBQB6R4D8V7AukXsuFP+odj0Poa9Db1/SvnmNirAgkEEEEdq9U8GeKhqUC2F44+1xjCM38YoA69qiapDUTGgBjVGelSMahY0ARvUbVI1RE0ARGo25FStURoAjNRkVI1RmgBhptONNoAbSUtIaAM0VIKaKctADlFSqKYoqRaAHLUopgGKkWgCRealXio0FSrQA9amUVEtSA0ASd6lXgVCD3qhrutxaJYGUkNO3ESep9fpQBT8VeJBo1qYbZgbyUYX/YHrXlbs0jszkszHJJ6mp7u5lvbqS4nYvI5yTVcikAmOKbindqSmAnSmE081HnJoAetPpo6U6gAooooABS0UUAFFFFABRRRQAdqUUlAoAU9KSlzSUAFIaM0UAA6UtIKWgBKKMUUAFFLikoAKO1FHagBKM0UDmgB61XuPvA1YXrUNwOlACxHipAaij6VKKAJFNT29xJbzJNC5SRDkMO1VhxTg1AHsXhfxMmu2eyU4vIhh1/ve4rcY/jXhlhfT2F3Hc27lZUORg/zr13Q9ch1zTlnQgSrxKn90+v0oA1DULdakJqJqAGNURqQ1G3FADDUbVITxUbUARnpUZqQ1GaAGGmHinmmkYoAZSEUppD0oAoKKkAxTVFOxmgB6ipFFMWpBQA4CpFWmCpVoAeOmKelMFSpxQA8U8daYKbPcRWtu88zbY0G5j/AEoAS+1CDTLN7q4YBV6D+8fQV5Tq2qz6tfvczE+iDP3R6VZ8Qa5LrV2GyVgTiOMdMev1rH9aQC54puaDSUAFJilopgIRxUIPNSSH5KiXmgCYDinUg6UtABS0lLQAUhpaSgAFLSUtACZpabTs4GT0oDQKXB//AF1f0nR7nV7kxw4RE5kkYfKg967K28L6BHEFkSe7PeQTbQT9BUSmonXh8HVxHwI89oP3c9B6mvSodB0W1nEsGn7iOgnkLj8jxWwt6MbXt4WUjBAQDis3XR3wyaq/iep45jnH+RRivQ9e8JWmoW5u9HQR3CDL244DD2Hr/OvP3jeNijqVYHBB7GtIz5tjzcRhqlCVpIbiiiirOcKSlpKAFzSUUUAFHaiigBDxSA4pSM0lAEi9aiuOlSL1qO49KAGR9KmFQx9KmHWgB9KKTtRmgBwOK09H1ifR75LmA4/vqejCsyj60Ae26fqNvqdkl1bOCjDkZ+6fSp2ryjw34gk0S8y3zW0nEif+zV6nHMlxCk0TBo3XcrDvQAE0w80pNITxQBGeKYacabQBGaaacabQBG1NNPNMoAYRTTTzTTQBSFOUU0VItAD1pwpoNOFAD1FSimCnigBy1KtRqKkBoAV3WKN5HYKiDcxPYV514j8QyatL5ELFLRDwB/GfU16HJGk0LwyLuRwQw9q8y17R30a78sgmB+Y39vSgZlHpSUmeKSkID1ooooAKKKKYEcvCVEnapZvu1EvUUAWB0paBRQAUUUUAFFIaKAFoFIKdQA3vir2l6ZdatdLBapk8FmPAQepNUhycDvXp2j6Y1nZWmn2kDT3lxtBRB80jkZxn0HqeOCaicrLQ7MHQVWV5OyW5Bp2h22nQG3ErzktlxuwpIrQDRqQisiseiZArtNM+GGs3NxD/AGnPaW1pwZUgkZ5sf3eV2j6gn29a76PwL4ZjtDbro1psIxuZcv8A99n5v1rH2Tlqz1nmdChaNKN0eHBi8whjV5JW5CRqWP6Um9RKYn3I6nBV1KkH8a9/0Xw9pvh+2a3022WFWbc7H5nc/wC0x5NO1jQrDXrJrS/t1kUj5WwN8Z7MrdQRT9gjFZ5Pn0joeAqxRxggN25waqX+l2eoszXNuplPWReGP417nF8O/DEVkbb+zEkG3BeR2Lse5LZyM+2K5TUfhTeRSStpWqQmEEGGC6U5A7guPTscfWp9lJapmyzShWdq0Tx6fwfaOv7meVD6Hmua1PSrnTJgkq5U/dcdGr026tbmwvJbK+hMFzEcPGTnHcEHuCOc1Q1GzS/sJIGAJKkr3wfWiNRp2ZdfAUK1Pno7nmJFJT5EaKRo3GGU4PtTSCOoI+vr6f1rqPm2rOzEooooEFFFFAB2ptOzxTaAHqeahn++KlXrUM5+fFADl+6KcOtIowuKB1oAmFFNFOoAWlA4puaWgBw/ya6/wd4ga1mGnXT/AOjuf3ZP8Deg9q5DoMmuh8L6FJq14JnLJawsGZh3I6AUAemN1NMJ4p7flUZoAaaYaeelMIoAaaYafTDQA09KYeKfTaAGU1ulONIeRQBQAqSkFLQA4U9aYKkUUAPFOFMFSLQBIvFOFNHFKKAHiob/AE+DU7JrS4UFG5DY5VvUVMDUgP8A+qgDyXVtJuNIvDBOCQeUfswrPr2DUtNttWtDa3KhgeVbHKn1BrzDVtIudHuzDPypPySY4YUAZ1FFFIAoozRmmBFPwoqJD8wqWflKhj+8KALdFFFABS4pKWgBDSUpptADhRkUUDPbr7GgC/oemyaxrllp0Toj3M6RKz/dBYgA+9fVOk+A9G0Ly9Su57ma/gUl72W5eMAZyRtUqu3gcY575rzj9ny0TzdYuDa5dlSNLjCnZgksnquflPTBx7YPdXtxpHiLxJqcWt6pbx2GlzLbQWMtwqI8xjV2mcZG4jftUHIBQnGTRYpSaVkXLv4p+DrKUo2rCcjOfs0LzKPXlFNMtfi54Ju2CjWBEScAzwSRj82UAV4Vrk2hJpLG01GaXUY7hlIVAIjD/eB681yqzxOpZJVx60En1hYeN9C1PUmtLW/hK7d0UrvtW4OcHyyfvgdCR6jGak1vxno2gSQC6u4m3kmRYm3vGgUkuUXJKjAye2a+dPhXr5h1q40W4sn1GwvlYrarGrneoyCA2B0yMZA79q9UtxpA1dILrRf7M07TrVtRktDFEouJFIWMAKSGAJY4P8Wz0qObWxXKrXOguvi94KtHKHWPNYd4IJJF/wC+lBB/A1Hb/GDwVdyCP+05IyxwGltZVUfUlcAfWvDPFd1peoX17f2zut7PqFw0kIiUIsZIK/MOSev5/nzL3ESSbGIJHJ4qydD6un0Dwt4sga/8i0vvOHF3FJlsDpiRTkAegNeR65pb6D4iutKZpXjTEkEsiMDIh9CQN208ZGRyOc5rm/h/4nu/DHim0aCV/sV1OsV1CD8rhuA2Om4cc16n8WATe6VtgOFZw84GOSpIX36E98YrOpG8T0Muryp1km9Dm/BnhLwz4hurzT9Tsl+0iZbxJQ7BpY+jxjnAAOCT1w5xggMOq8RfB/w9d6TNaaLodvbXnlnyrlryRAhzxxh9wyBkEdDwQenAQ3lxplxFqdtKIZ7U+YkrA7cgYIYDkgjOR717poF3quo2SXmo2cViJUVktVYtInXJduBznoBx6milLmiGZUVCs5RejPknxP4T1fwjqK2erW4jZ13xyI25JF9Qf8msSvef2h7mL7Folv5ZaQtK4lK8AfKMA9DnH4ceorwUdK0PPFoxQKWgBtJilxRQAqjmq8gPmke9WV61BIP3xoAkA4pB1px4FNX71AEoFOpoNOoATGTTh/8AWoGK1tC0OfW7zy1BWBf9ZJ6D/GgB2g6Fca1d+WuUgU/vJMdB6CvUra2hsrdLe3QJGgwAP502zsrfTrRLa2QLEo/En3qYmgBGqM05jTD0oAQ0w04000ANzTTSmkNADTTaU02gBpFNPFPppFAFOlpKUUAPAp4zTaUGgB4qRaiFSKeKAJM04VGDTgaAJBTwajBpwNAEgNQ6hp1vqtmbW5UFSOG7qfUVIDzUgIxQB5LrGjXGj3ZimBMZPySdmFZ1eyahp9vqlo1rcqGVuh7qfUV5ZrGjz6PdmGUEoT8j9mFAGZRSmkoAjm/1dRRj56lm5So4vv0AWaKKQ9KAF60tIOlLQAhpKU0lACijqD+VLGjySKkalnY4CgZJNaeseHtU0I241K0kt2uE3oGHJHcfX296OoWOy+E3iLVfD+o3z2UQltZ0RJYmTdvfJ2BeR83LdTjbk9qxvFFxJfeKtUuZUeNrmYT7HUggOoZeD04P6UzwP4gh0LWTFfZWyuCod8ZMMgPyuB3x0IPZjXrOv/DyTxZ4fg1m3vbeC5hiENs0vCzxKTgs59TkqfQipu+aw9LHh9yiywOpz0zlawQduVDfKeD713EvhDxUcLF4dvZS65R1TcpHqD3rrfB/wTuZbiO68SsscQIYWkTZZ/ZyOn0qhC/BjSYtPuZNW1JTBNeJ5Vh5owsq/wARVvXgDHUgmul+JsH2y2t207fNqlkrO0EILHyCBv3Y6YKqwzydvAOa9D1nR9Pg8JXi3kcS2tvbMwjKgJGFHGPTpR4R0jTIvDOmy2kaqLi2imZl5LkoDkk8n/69ZuHvcxfPpY+VmYSfvGbduPX1rnZi5nYOfmBxX0F46+Dk09xLe+Hpo4JJclraQYRjnqp/hJ5JHSvJJfht4yWd1bQbttpIaQLlfrn0rQgoaXdz3Wq2EMMDySecjBYxlm2nPA/CvoG51/TvEPiCEeK4bZdGigP2dJkKg3JGcsCTzsDY59a5zwL8N38Paavipru3vb6FGZ7WE7gkZGCc9nHX864Tx74kg1fUEtNNdntYSGaXbjzn7HHYAEgfU1N3cpaan0Y/w/8ADDWmLbRLKFztZXWEA8c8n36Gur9fQ18/+GPjt/ZGiwafrGlTXc9sqxJPA6guoGAWz3xxx6VV1T4t+OYoX1a1sBbaLdSH7I1xD5m0c8bu/IP5Y6U3ohNyluzsPj9cWyeCrO2lZPtUl4rxp/FtVWDEe3K/nXzd2rU17xDqnibUTfatdvcTHgZ+6o9FHYVmUxAKWkFLQAhpKU0lADlHNRsP31Sr1pjD95mgBT0pi9TTm4FMQnNAEwpw468U0e9auiaLc6zdrFEpWMHLyHoooAdomiXGtXYjiBSNeZJD0UV6pY2NvplmltbIFRRycct9aZp+n22l2i21sm1V6t3Y+pqwTQApppNITTc0AKelMNKTTSaAE70hoJpuaAGmkzSk00mgAIplO7U2gApppTSHpQBRFPFMBFKDigCSlFMzTxQA8U4GmCnZoAcDTl61GKeDQBIDShsUzNLQBKpp4aowacDQBKGqrqWm2+rWjW9yuQfut3U+tTg04Ht2oA8l1bSp9IvWt5wSM/I/ZhVDAIr13VdKt9Ys2t5x838EndTXlupabcaXePbXCYYH5SOjD1FAGbJ6U2P79Pl6itK10G6l0mbVmwkEXTd1b6UAUqQ9KXHAoPSgAHSlpB0qxZ2VzqF2lrZwST3EmdkUalmbAycAdeAaAK560lPlikhkdJUaN1O1lcYIPpzTPxoA634aGyHj7TPt23y9x8vd/wA9MfJ+tdz8b0drXSbpQDCWYebjJJIyMH3AJ/CvJNMna01W0uFiWRo5lIRxkMcj1r6M+IlpHqPgDVDdwGJ4YjOqkgtG6/NjIyBnABx/WsZO00zSK904v4eaP4Z+IOnHTdasY4b+0jVVvLWdY5JVyQFZe5H97HPrXtVn4O0Kyhjiisj5caKiJJM7qoAAGFY7Rj6V598HfD+l33w4db+GKb7bdSPlsBwVAUbWHIIwTkHI3Guxs/C+q6PIf7M1sPGFwp1ET3D++T5wU/goxWzMzeOlqW+WVlXsuM4plzcabodo13eXUcca/wDLSRgBn2FZp0nVtUtSL3X5UAcqVsbcQKwB77i7duzAfUcVXvPD2l2U2nyzCe/vPN8uHz5A2WZcbgAMJtHOUUY60gOP+I2saz4o0KbSdAtpILOYqJbi6Ro/tKnnbGSMYx1JIyOmetQfDbVPEPhTSRpOt2xvLKNj5Jsz50sC4z8wXqmc4xzk+nTtbzw5LbSWzjWb9YISVihgiBkYlSoGeQQM5+ZeozkUkHhmHUw0yahq9q5URTrIVEhI7dCq5HUoB0XBGDmfeK903NO8Q6Lrdo09jf29xCrAMQ44JOBn61aOn2zMGyQDngHrXNa94c0K3hiupLARqogss25MTiNnWNBleqgsMg5UgcjgVJYeE7rT2aWw8U6s0b5ZYbgQyxA/QIDj0AIqiTQufCOjXkjyT2ZLufnZJGjL/XYRn8c14p8Vfh94c8KaOl7p11cJfS3HMMswfKYPA4BAHbr6V6hfaH4l8R6SkS+K7WCCQhxNZ2EkUhHpkTdPpiuF+NXhWw07wbp91BEn2qCYRzXB3M8oK9CzMSRnnBJxTsB4OPmkwecnrXvnjO3j0v4NJp13IiXMdpbRqueWkUx5wO/evGPC6QSeKtIS5QSRNeRKynoQXGQa9o+MlzND4QjjWINBJcqpcP0ba2BjHTg96xqP3kjSK0PAKKXB9DSf41sZ9QHHWlrd0DwjqviK1vLqyiQW9om93diAT12r7msLjqOlFwsIaQ0ppDQA5etD43UL1qxPZXENtHdtCwt3OFkxwTQBTc8U1Kc3PFanh/QbnXL4RRDbEvMkhHCj+poAk0PRbrW7tYYRtjU/vJCOFFer6fp1vpVklraptRepPVj6mjTdOttJsktrVAqL1J6ufU1ZJoAaaTPFBppzQAE1GTyacaYTQAZ4pppaQ0ANzSUUlABTDT6YaACm0tFADTR2pTTTQBQAp1IKWgBwpwpopwoAeKXNNpRQAoNSCox1p2aAHZ5pwNMp460APFOzTAaXvQBIDThzTBThwaAHg4qlqmk22r2rQ3IO7HySDqpq4DS5oA4jT/ADC936hPG0CtnZHnL/AF9K3/FCJF4UuYo1CRqFCqB0Ga2c1ieLmx4auR6lf50AeXjkA0GlpDQACtnwprQ8PeKNP1Rl3JBLl16/IQVbjudrHHvWNSg9f5UnsC3PdvGXgjT/ABzatrPh6WFr9VCsynCXAAzgt64xz+BwRxwGjfDLVdQ0i61S7kFnbwAlVPzvKAfm4BwBweSf8aXwL8RrvwmRY3CC50tn3BSPmhJ6sv8APb39q9jtnOh/Z83Au9G1Fjl3UfuHfnGBgeW3THb1wcVjeUFY2SUjKl8BeC7DRo9ROlnKRJIJVklb5sZDEAnA9zkfhVrxhI+p/Cy8u7WaSVJLZbgvJtLbOGbO0AZwDyB2rX0hP7N1G50Rsm2CfaLVWOdsROGT6Anj61maXqVotldaTFbPqKvcypDbw42+STyWPRV3Fh+BwOKxu27l2WyPPvhD4nS08QwxapdLFZ2VjcLbgqSQ8jozYxlmY7TwOeMDrXtA8T61Iwnj8Pr9l6hJbwLcEd8IEKA8cDf9SK4/QvhfoWjaxFq0Qm86M70gkkDRxNjGM4ycE9T6A4rpbeyl8VmVRK0Ohqxjd0OHvGBwyg/wxggjPUkcYA539o5NKJlyW3L3gTV21bSbu4ZflN07rJuO1953fKDghcnjPUYPerT+RJ4yVbh8yxp5toc4CnbtkT3Yjn6Vow6Tb218t1agw/uhE8aAbHUfdyPUdAfShtLVdXGoxytGzJsljwNsmPuk+hHqO3FamZpYGOKABnOOT7UuRnr17UdOaAM3WbdLiwJmWRooHW5eONdzP5Z3qAO53Kpx3xiotOivbPwxbwzeSt7DaAN18sOF/PGRWs3TNU9QtBfQG2dmWF+JAvBZe659D39qAOTstdfTPDWg2lrYNcX95CTHDNKEVQvLMzbT+i8+1ef/ABiuvFGoeH4hc6fbLp0cgeU20pkKkdCQVBA/P8K9Y8R6Xptzoxlv5BaR2SmWG6j+VrfA6g/Tgjoa4zwt4msfG2g3MLmOSVN0NxHtxvXkK+OwI59jWdSTjr0LjFM+e/DltJdeJ9KgjUlnu4h/48Oa+ifEcGm3Gq6Xb39hLqMjs8i2x+aEhQQWMbHYf9ZwWx9SQoNHQ/h7pfhW+/tHS4WubpVKqbmXBXOAdpwQD7kE9uM1asdYsT4s1L7XJ9luGgh2JdkRsqDduXk44Jz1PUcnHGM5cz0NYw5VqZ/i7wdoOoDSNKg023smub3LmzgSOQRiNi2MDpnYD25HqK4q9+EAPi6LTrLUitk8PnO0g3SoucYwODkg4zj8a9F0jUbSSz1HxXK4kjZ5I7cg5IijOwIue7MCfq1Y3ibW5/COiHXp8S63qA8qKNifLiTGQmO4XOfckmnGUnoDirXMnxr4i0vwb4em8JaLCY7ry1Utj+BhkuT1LHvnvivFs5JJ61Ne3c9/eS3d1M808zF3dzklj3qCuiMbIwkwNNNPPSm1QhV616n4fs4NS8GW1pdR74XUgr6c9RXliivWvCfHhmz/AN00AcxP8O7j7cBBdRfZi2Szg7gPSu303TrbSbNLa1TagHJxyx9TVnNGaAFzxTSaM00mgAJpO1NzRmgBCaYacab2oASg0Uh6UANPWkpTSZoAKaaWkNADaKMUUAIab60/FNNAFClFNpwoAcKcKYKdmgB1LTc0ooAevSnCmilzQAveniowaeKAJBR3pM0A0ASA04VGDTwaAH0ZppNANAD81h+MDjw3P7sv862s1z/jNseH2HrIKAPOe5pKU0lABRRRQAZx0r3/AOHl1H4k+GJsLmb5rQNbuw/5ZhfmjPvgAGvn7v7jmvWfhCdY0i1vNVksLh/D8vyyzoOI3Xq4HUgdCe2KiorrQqDszsW0zVdVMV/qzQzyyL9msbfyyoKnrK46gfxEen1rrNI0i10WxS2tV+UD53PDOfU/4dulT2t9ZahapeWc0VzDztkiO4Z9qpTa6Izsj0rVpZDwALRwM/72MCuNy5tEdSSWpV8a60ugeFb693BZvLKRf77cA/hnP4V474G+Jmo+G9KvNH8yRoZkZrN1Xc1vPjIAB6qxxkds5rtvFXh7xB8QtKa4tnhs4LaSRIrGRstK6EqxLjgHO4DtivDHSezuip3xXELn2KMD/Mf0rqpQ5YnPUldn1R4C8aHxFaiK8RINVhXdNEvAmTO3zEXsMjmu7njMsDIjlWI+Vh2NfMOlay2nQ2viG2mSOW0t43MuCAwHymIj042gd9pavojwx4jsvFOhwapYSKUkX507xv3U/SrTvuQ1bYuWN808hhuIjDdRj50/hI/vKe4q+elNGN2O4/SoLq6itoZJJZFjjjUu7k4Cr6/oaYht3LJHGDEqnJ+ZieFUdentXI+NPGY8HaCl7dNGb27nVYbduQq7hnP0Xr7mvLvFPxonvLuSPSpLmG1hnAiERCeeoIyXY5IDdAoHAOScjB4W81DWPiBrs17f3QIijLlm4SJB0AH+e57GgaR1fxU8cap4jtoIYkNtozOR5GfneRem8/TkCuW+Huvnw/4ttpnfZbTnyZsnjB/iP0PP4VX8TXUizDTXC/unEhKjvtAHc446ineDPCU/jHWjYQSrBHEhlmlPOxc46d+elJLmTTC/K7n08rBlDLyCAQfWsfXtDh1VIZ1ije7tmzEz4+dc/NGT2DDoexwe1ZVl/bnhqaz0XI1uHyXaKUssMwVduEbJ2ng5Bz0GK6G1u7yYjz9Mlt/Zpo2/kTXFKMqbOpPmRgReGZIdZCG4uH0qYi5a3GNvmoRgP+OG46kc9BXn/wAb9UWbUtN0xcMYIzM59C3AB/AA163qepx6XBEzW9xO0riKNYYySWPTJ6Lk9zxXgvxQ0HW9N8SNqGsKmdQXzY/LbcEXp5eT3XpW1FOTuRUdlY4eigdadxXS9znG0lLRQAqV6z4V/wCRZsvoa8nXrXq3hU/8U1Z/7poA2aM0maTNAC5ppNGaQmgBKTNFJQAE000ppDQAlBpM0ZoAQikp2ab2oASkNLSUAFNpTQaAEpDS0dqAMwHmnDrTBT6AHUtNzS5oAXNKDTR1pwNAD80ZpM0DrQA8GnA1GKeKAH5pc03NANAEgp4NRA07NAEmaM0wUtADs1z3jZsaFGPWbH6Vv5rm/Gx/4k8H/Xf+lAHA0UUUAFIaWkNADepxX15ofha10v4ew6PpktxPE8LMJFmVWcyDLHcQQByex+lfIqMySB1GSpBAPQmvrz4deL9K8XaAJdPi+zSwYS4tiANj45Ix1B9aAKVhpni6xsrawltNPuGVBGtyl02xAOPnDID0wPlB5HYVLd2fiyzRFjgsL0SsIxJGzJ5JJxuZCDuQdTg5x2ruQQwyCCPalyB3qPZx7F88jmNH8JxaRC2y8up5pCzO8jDaWZizbVHA5Jxzxnqa+ffi14Rg8O6vb39vOzpqJkd0kOWWQEFuR2+YYr6iup1trd5nzsRSW5AwPXJIr5i+LnjXR/Fd9YwaPHIYbTfunZdolLY6DOcDHfHU8Dva0Iepyfhm+it7uS3ncLFOpADsdhcYIzweCQOgycYHWul03xLqfw98QPqWko0mk3TDzoHB8p2IyVBGRkdiO3rXno9663RtagvNPk026VPOlXblo02zYHy72JBLDtkj6qeahqzuUndWPojwp8T/AA74pWNIbtbe9bCm1nIV9x67R/F+GffFYPxx1t7HwMtvaSDF7cC3dkPIXaWI9x8uCPQ14RfeGHgZRay+Y5cRSxygR+WxAPLH5AvIHLBj6DmpU0zW7sLpt7qLR2qgOFkuGmiXGRwI9wLdRgAkDnpk07oXKznFXcQB6cc+nb/P412EEUfhvRzcrNG9xJ5bYLgxliGyFCnJIB78Yb+JXp1jY2Hhy/aS5uP3nlCSF3XDBePmC5IIbkAq5b5cfJksmBrGpnVdRluCHjiZj5cZfdsBOcf16Yz6UvidikrFGeaS5nkmlYtJIxZjnkmvcfgt4VVNPOvGWTz7otCsakeX5YxyRgk88jnjHSvCsV7J8KfiNpOg6P8A2PfxXX2ozloGTaVctgbcsw29PUD3q0Qev6v4WF3Gt3ZSmDVIVbyJj90k9Q4/iU4APfHQiqaaJ4okT7QdQ06CQjP2M2zSKP8AZMu8e3Ozt0NdgD3IIzjg07I55HFS4p7jTa2OBl8Ka9r1n/xNLu3sV81WFnCjP8qtkAyhgRnr8oBHrWZ8ZdEsJvh+91Jbytc2G3yJI9zFR0O45+77t/WvT2dFwGZRuO0ZOMn0rxP43ePUgtJPClj5cjzoGvJQ+dgzwm3HU8HPamlbYG2zwMdaWmg80pNMQlAooFADgOa9U8Kn/imrP6GvLBXp3hNs+G7cemRQBu5pM0maTNADqbmjNIaAEJopKTNACk009KXtTT0oAKKSigAoooNADaKKKAENFLTaACjtSijHFAGUKdTQaXNADqKSigBwpwpopaAHUopuaWgB1PBqMU/NADs0Cm5pQaAJBTs0wGlzQA4GlBpmaUGgB/vXMeOG/wCJXbj1l/pXS5rlvG5/0S1X1YmgDij1pKOtFABTadSGgBO/vV7TNX1HRrk3Om31zZzEbTJbyMjEe+DVA9aeOlAHe+H/AIv+KfD+lnT4pYbiIZ8s3CbmjycnB78nPOapw/FPxnBqNzfprMguLpVWXdGrLhem1SNq4yemO571x1BoA1bvxNrd7HNHdavfSxzHdKjTsVc+pGf6Vlfnk9TSGloAKBnIx17UU+MZkUdMml3Gt7HUanp+paNq+k6c98bppLeOSEOu5UEnOACT7V2U3heax1V11DXbPTEZ3hsPIi2mTcdx78BWbAJPbtxlninXYNI1/RLZ9EsLmYWlu32idCZFyMAA+3Wr/jzwte+LNbtW0qeKRLYmC5UvgQNwc469CPyrz51J80Vsnc6oxjZ9zyzxDY32neILy01OVpbxJMyOXLbyQCGyeeQQeeeaza634kXdvd+Nr77OyusW2MyKc7mAAbP0PH4GuSrupu8EzmlZPQKKKKsk1k8VeIoxCE1zUQIP9SPtLgRnp8vPHFXoPiF4rttWXU11y7NwF2gyOWXb/dKngjPaub7U1ulAHSeIvH/iXxRFbw6pqLSQwMHjjjRY1DY4JCgZPX6VzTO0jlnZmYnJLHJ/OkooABS0CnUANpRSUooAcOteleD2z4eQejmvNQOa9G8GNnQfpKaAOhzRmm5pKAHZpCaSkNAC5pKTNGaAF7U00tJQAlFIetFAC5pKKKACikNLQAdqSloNACUdqKO1AGTmlzSCigBaXNNpRQA+lzTQaUdaAHUoNMpwoAcOtOzTAacaAHZpRTc0oNAEgNLmox1p2aAHijNNBozQA7PNcn43PyWY9jXVCuS8bHH2Ef7LfzoA5HtQKXtSCgBaQ0tIaAG96dSDrTqAEFKaQdaWgBKKO9AoABSngZzj3oooAcbmd5kmeaRpFxtd2LEY6Yz/ACq/Br+rwTzzx6jOk1wpWZw/Mg759frWYetOqXFND5mndDsliSSSfc80Ug4paoQ4dKKQ0UAHammlpDQA09aB1oNJQA8UtIKWgApB1paKAFHWvQvBX/ICcf8ATY/yrz0V6B4LP/Elcf8ATY/yoA6PNLmm0ZoAXNB6UhpM0AGaKSjNAC0lFFACHpRRSUALmigUUAIaKWigAFFFFABR2oFL2oAxs0ZpM0ZoAWnCmCnA0AOzQDTaUGgB1OBpgNOFAD80uaZmlzQA7PNKDTM80oNAEtGTTaM0AOzS5poNFADs81yHjVsz2a+kbfzrrgcVxnjNs31uvpFQBzVAooFAC02nU2gAHalNIO1KaAAUtIKU0AJ3pe1JS9qACkPSloPSgBnen5qPvTxQA4dKWkHSloAU0UGigBKQ0pptACGkzSmmjrQA8GlzTRS0ALmlptLmgBw613fgps6ZMvpJXCKa7jwUf+JfOP8AboA6jPFFITRQAtFJmloASiiigBaSijigBD0ooooAUUUlKKACiiigBRRQKUUAAFGMCgUvagDCopKBQA6lptLQA7NA602loAcOtOFMBpwoAdmjNJmigB1KDTQaUdaAH5ozTc80uaAHA0oNNBozQA7NcX4yP/E0iX0iH8q7LNcX4vOdZHtEn8qAOfFBoooAM00mnU2gBRnFLQOlFABRR2ooAKBRRQAtBpKCaAG55pwqPvTxQBJRTe1PHSgAoopaAGmm0402gBDTR1pxpp60AKKdTRS0ALRRQOtADlrt/BR/0O5Ho1cSOtdp4JP+j3g9Nv8AOgDqqSkoHWgBwPFGaSigAzS0lFAC0UlKDQAUUUlAC0ppB0pwoABRRSigBKKWjFAC0YyKXFAFAHP0UlKKAFpc0gooAXNLmm5pRQA4UtNzSigB1LmmUuaAHjrS96ZmlzQA/NGabmloAcDS5pmaM0APzXE+KznXH9o0/lXaA81w/ids65OP7uB+lAGNRRQaAENNNOPSm0AOFLSUCgBaKKKACiiigANJSmmnpQAnenCmZ5py0ASdqXtSZ4pRQAopaSigBDTafTO9ACGmnrTjTT1oAUU7FNFOoAKB1pcUuKAFFdl4KPyXg9l/nXGiuv8ABZ+a7Hsv86AOszRmkozQA4GlptLQAUUlKKAFopKWgAooooAUdKcKaKKAHUoooFAC0UUooAWiloxQBzeaWm0v40AOBozTaM0AOpc02loAdS03NGaAHUoNNzRnmgB1OB4pmaUGgB+aM03NGeKAHZpabRmgB2ea4XxC27X732kIruc8VwevHOvX3/XZv50AZtIaU0UAIelIKDSjpQAdaXFFKKAExRSmkoAKKKTvQAUHpRRQAwdacKZ3p4oAeKcKYOlPoAWikpc0AJmkNLSE0ANNNPWnZpKAFFKKSlFADqKKMUAKK63wYf3t1/ur/OuTWus8GnEl1/uCgDrKKTNFADu1LTaWgBTRRRQAtLSUUALS0lKKADvS45oooAcKUUUUAGKXFLRQAop3akpw6UAcvRSUvFAC5pM0lHFADgaXPNMzSjrQA8UU3NLQAtKKbmjPNAD6B1puaUGgB9FNBpc0ALS00GjNADh1xXBaud2sXjeszfzrvU5kUe9ee3zFr+4Y95Cf1oAqmilooAYetFLQBQAtFFFABRRRQAUnelpO9ABSUppKAGnrThTT1pw7UAOHSnim0UAOoptKDzQAtNNOpp60AN70go70UAKOtOFMHWnigB1LSUUAOHWup8HH/SbhfWPNcqK6jwd/x/T/APXI0AdhxSUlFAD6UU3NANADs0tNpaAHCikpaAFoHWilFAC0UCjvQA4UtApcc0ALS0YpcUAKKfjimgU7tQBydHekzRmgB2aSkooAdSjFNzQDQA6lptLmgApRSZoB5oAfRSZo4oAdRTc0ZoAdnmlpoNHWgCSLmVPrXndyc3Mp9XNehwkCZPqK86kOZGPqTQBHRRRQA2gUUtABRRRQAUUuKDQAlJ3paMUAJRR3ooAYacKb3p60AO7UUUUAKBS4pFpaACmnrTqaetADO9FHeigBRThTRThQA6lpBS0AA6103g4/8TCYf9MWrmhXR+DyP7VlH/TFqAOy4oHWkpaAFHWlHWm5pwoAWlptOHSgBRSjrSCloAWlFJQOtAC96cBSU7vQAop1IKcBQAop1IKdigBQKd2pAKf2oA400UlFAC0ZpKAaAHcUUlLxQAuaKSjNAC96Xim55pR9KAHUvFMP0pQaAHUUmaAaAFpQabmigB4OGB9K87b7x+pr0EnCM390E158cZP1oAbRSmkoASijFFABS9KBRQAUUUUAFFFFADcUc040lADO9OFNpwFADqKKUCgAFLRRQAYppFPpDQBGaSlIoxzQAopwFNFPFAC0Uc0ooAK3/B/Gsyf9cWrBFb3hMY1g+8TUAdpmlzTaUUAOpQabSigB1LSUtAC0opKUUAO70vekHWlHWgBwpRSUooAcOtPFNFPAoAWnUmKcBQAop2KBThQBxVJmjNJmgBc0uBTc0uRx70ALS03IpaAFoo/PHrSZ9MH6UALRSZ9OaM4ODx9eKAHZpab3paAHUUmcf/roz9KAFzQDSZozQAk5xaXBH/PF/wCRrz+u+m/487n/AK4v/KuCAoASilxSYoAKKKKACiilxQAlFLijFACUUYNHNAAaSig0ANxThSfhThQAoFLQKMGgAFLQAaKACkpcmjFADDSUrCkxQACnimDrTxQA6kB5paTFADq3PCv/ACGh7xsKw+1a/heTGvwDswK/pQB3Q5pRTQadQA6lFNpQaAHUopuaUdaAHUDrRQOtADh1p4pop3SgBacKaBmngUALTxTcU4CgB4pwpoFSCgAAp4FIBTwMUAeF/wDCQ6p/z9f+Q1/wo/4SHVP+fr/yGv8AhWZRQBpjxDqgx/pXT/pmn+FH/CQap/z9f+OL/hWZRQBp/wDCQapn/j6/8cX/AAoPiDVCu37Vge0aj+lZlFAGn/wkOqf8/Xr/AMs1/wAKP+Eh1XGPtZOPVFP9KzKKANP/AISHVM/8fX1GxcH8MUp8Raqf+Xsj6Io/pWXRQBqf8JDquCPtZ5/2F/wo/wCEi1XGPtX/AJDX/CsuigDU/wCEi1XIP2s8f9M1/wAKD4j1Y/8AL2R9EUd8+lZdFAGofEeqk/8AH0PwiQf0o/4SLVf+fr/yGv8AhWXRQBqHxFqrIyG6+VgQf3a9D+FUPtMv9/8AQVFRQBL9pl/vfoK34NDv57aKZVQrIgYfN6jNc3Xo+mH/AIlVn/1wT/0EUAYH/CO6j2iU/RqafD+pDpbE/RhXVgkUuSaAOS/sDU/+fVvzFH9g6mP+XVv++hXW0ZoA5L+wtTH/AC6N+Yo/sPUx/wAuj/mK66kBoA486NqI62j/AKU3+yNQ/wCfSSuzBzS5oA4k6PqH/PrJ+VJ/Y+o/8+kldxn3pcn1oA4b+x9R/wCfSX8qd/ZOoAc2kv5V2+T60u7nrQBxH9lX+P8Aj0k/KgaTf/8APrJ+VdxvPqfzpQx/vH86AOH/ALKv/wDn0k/Kj+yr4dbWT8q7ncfU/nShj6n86AOE/sy9/wCfWT8qT+zLwf8ALtL/AN813oY+ppQzDuaAPP20+8/59pf++TTRp93/AM+0v/fJr0QO394/nRvb+8fzoA86/s+7H/LtL/3wacLC7/59pf8Avg16J5j/AN9vzpfMf+8fzoA87+w3f/PtL/3wacNPvD0tpT/wE16Hvf8Avt+dKHY/xH86APPP7Nvcf8esv/fNafhzTb2PWop5Ld4448kswxXYbj6mlJJ6k0AKDnmnA0wdaWgB4NKDTRSigB9KKaKdQAoNKOtNHWnDrQA8U4UwdacOtADhTxTKeKAHU8UwVIKAHAU+minigBwFPA4pop4HFAHztRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXo2mn/iVWf/AFwT/wBBFec16RpYH9lWfH/LBP8A0EUAWM80uaCB6U4AY6CgBuaM0uB6UYHpQAgNLSgD0owPSgBuaUUuB6UuB6UAJmlzmjA9KcAPSgBtLTsD0owPSgBtOFOAGelLgelADcmlFOwPSngDHQUARg04VIAMdBSAD0oAaDRT8D0pcD0oAYKUU8AelOUD0oAjozipMD0owPSgBmaM8U/A9KXAx0FADQadTgBnoKXAz0FADRTgaeAPSlwPSgBmadS4HpT8D0oAYKcOtPAHpTwBnoKAIx1p4qQKueg/KnhV9B+VAEWKcKmCr6D8qUKvoPyoAjFPFSBV9B+VPCr6D8qAIxUgqRVX+6PyqRVX0H5UARCpB0qQKv8AdH5VIqrg/KPyoA//2Q==", "path": "002832.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002833
Men Tshirts
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", "path": "002833.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002834
Men Tshirts
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", "path": "002834.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002835
Men Tshirts
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", "path": "002835.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002836
Men Tshirts
{ "bytes": 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", "path": "002836.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002837
Men Tshirts
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", "path": "002837.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002838
Men Tshirts
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", "path": "002838.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002839
Men Tshirts
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", "path": "002839.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002840
Men Tshirts
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9DVe4tYry5g8xdwgcSLns3rXgHw7+JlxoE8WnalK02lMdo3HJgyeo/wBn1FfQ1u6yQq6MrBhkMpyCD3oSAlK7hg9KgksbeaVZZIInkX7rsgJH41Y5x70EkdcYoAaRxjPuTUJy56lU7etSu3OPzpmM8+lMBwfAIPbvULM0jZxx2xTsZ4OaXGPSmIYc0YJ6/wA6eeO4prYA96YxuKXB9fzoJ7DimsRnmhAOJyMcU0/SkyKOxpgB9O1MwOecGpCDxSYpAMC5PT8ajnBX5O571cVQqGRvrVdlzknqTnNICqjtG25eK1La4WVRzzWdIh9PemxSGKQMOmaGgNyio4pBJGGHepKkAoPSig9KACiiigAooooAKKKKACuG+KfiMeH/AAXc7Hxc3n+jxc4Iz1P4Cu3JOfavmj4xeJDrXi97SJ91rp48lQOhf+I/0oA84YkfL6UzIxQ55zTSRQA7NIaaDQTTAM0U2lpALmkoozQAClpM0ZoAcKWmg0tAC0UmaKAHjGCKib5Wp+Rk01yMZ79BQAx2IGB1NKIyAKVE+UE96eTzQA3BFKKXOaQ8UAGRRSCigANJQaSgBaKQetGaAHUd6bmigB9ApAaXNADu1OBpueKAeKAJUkKt8uc19E/BTxH/AGh4el0eZyZrBv3eTnMTdPyPFfOSmus8BeIpPDfiuzvd5WEyeXOOxRuD/jQM+syAO5zTWYj09aRHWSNXVgysNysO47Gmt1zmgQnJOTS/Wmlgo600sSMj1pgP+tJjgnjFMwzDmnCMkYzxRZAMYk9BikxzxnNS7OMU4Lg072Ah2MRSiP5uKm5NFK4EezuacqgcY/OnUZFFwECgYPFATccYo25NPX5QSe1K4EM5yRGD061EQScGpNucsep5qNsn2NMCKRfzFVm56dasv3NQODnnFNAW9Plz+7J6Vo1hQP5c6nPBODW4pyKTAWg9KKD0pAFFFFABRRRQAUUUUAYHi7W08PeF9Q1Nmw0UZEfu54XH518iXU7zTPLIxZ3JZie5PWvdfjzrJi0/TdIQ/wCtY3Egz2HC/rmvAnbk0AMY0wn8qCaaaAFBp2eKYOOKOuKAFpRSA8GlHSgAzSUUUAGaXNNNLQA4GlzxTaM0AOzS5ptLQAjd/Wkxk49KVuBQDxz1oAFU9M0+kYd6AeD60AKaTNLnNJQAh/SkpaSgBKU0nelFADTSg9qWkIoAKWkxigntigA78U7mmE4pQ1ADixFGe9J1oHegCRTUsZAPHpioRUimgZ9P/CnxGdd8GwwytuubEiB8nlh/Cfy/lXcYY96+dPg1r39m+LkspH2wX6mIj/b6rX0Z6jnPWhCGhApyeacABwOKKMcdeaLgLj0pKTml70AL+NL07UmaTOe1AC5x60me/ak/ClxmgAJJoAxQRgc80jfdODigBCfQ85qR+IwvrxTIlO4ZbipJD2oAjbCqcdqqhmdyBUk7kQk+tJCBHCXPU0wIn6kZFQv06c1IPm5pjk800BARg5zW3avvt0PtWNxitLTnzbkdcGkwLtB6UUHpSAKKKKACiiigAoopKAPmD4xan9v+IV7GDlLVEgHsQMn9TXnbE+tb3i+7+3eLdXueR5l3IRn03GsAmgCM0ntTjTcUAJ2zQD0pRwTTTxzQAp6UoPFM6inDigBwpaQUGgAooooAKWkFFADgaWmU4GgBDyRS4waTjI+lLg0AOzTW9aOelA9DQAoPt1ozRSGgAzRRRQAY9qKKKACkpaMUAJSZ5pTSUAMY5p6jgH2phxilBwvFADlOc0/HFMXoB61JxQAop60ylBoGaWl3b2OoW91G214ZFkUjsQc19g2N4t9p9teIQVuIllGPcA18ZxEbq+o/hffm/wDAGmsW3PBugb6Bv8CKAOxzmkIBHXmkyc89qDjNAhQW6UEkAZFGRxzR9DQAuc0c0YP0o5oAT2pwGO9HSkNABkmopD271KflX05qsDum65xTQFuJeKiuGP3e7HFWBgCqcrA3gXP+rGTQA2cZlSMfw0lw3KxL26mlh+887/hTYVMrlyM5NACgbI8npVfquexqe7cNIIVP1qJxtAH6U0BCQAp6Vb01v3jr+NU36HFTaecXYHqMUMDZoPSgUHpUgFFFFABRRRQAVG77I2fH3QT9cVJVe6cJaTOx2qqMST2GDzQB8W6jKZr+5kIAMkrMfqTVNqmuGBuJCOm8n9ahNADDSUtJQAUw040w0AKhyaceaiXgGng0APFFNHXrTqAFopoOadQAnSlpDRmgBaN2KAKaaAH9eaXtTAeKXOKAHCkbjmk3UhORQA7NLTR0paAFo6CkFKaAAUUZxRmgApM0GkzQAGkNBOabQAh6UDsPWkOeRThxz6UASL3NP4wKjXPSnjNADvpSik60o60DJExnNfQ3wPu/N8K31sXyIboNt9Ay/wD1q+eE4Ne3/Aac51mD+DbE/wCOSP60Ae0Ace9BPbFGc5NLwTwaBCY46DNAJ78UuADzSkUAIenNIMigkZo70AGaX60DpTHYAdaLAJK21TzxUFsczE0kj8YzmorZ8TZPU1QGsSAtZe/cZX7u2KvykrCTntzWdakGQv8Awpz+NJATT5CJCvXq1S5W2gJP3j0pkKhmaeTgdeaaN11MCeEHSgAgj4aR+/NQE+ZIWHQcVNdS4UQxcnoSKi2bQEA/CqAic9cd6danF4hzTWGMr0xSQnFxHj+9SA36D0oFB6VIBRRRQAUUUUAFZfiGZYPDeqSu2EW0lJPp8hrUrl/iFdCz8Aa5KRkC0ZfxbCj+dAHyExzz1ph4pe9MY80AFFGKSgBT0plPprCgCNulCtntQ/SiMAc0ASD3p1MzzTxzQAgp3am5pe1ACGikpRQAoNBFKOKDQAlBpaDTAbRmkpaQCg07NNpaAFopKKAFJoptLmgBcUhGKMmgnNADaQnFKelMY0ANDEscU8ctiolHFSqOOKAJBwPenAmmjilGM8GgB4560oNM+lPU4oAepr2f4CyKNT1eIn5mt42A9QG5/mK8XHOPWvXPgRKB4pvUY/M1i2B6/OtAz34dcCkx3xS457UvagQg/WgtjrSHrSE9MCgA3ZHApfb9aTjPIqI85IHH1p2AlBwOfwqCRieSaMkdsVE7Dk57U9gGOcqcmoom2yj60jtjnBpkbZmXJwM5oA0dQm8q1JGSQnQe9VrKImAI/AHLn39KbeTGWVYoyMkck/wirkUI8tV6RL/4/wC5oAMNcHAGIl/WiaVYlMUIyx/Snu7SZWIYUdW9KjCLHwOW9fWkBEkewc8sepp74hjyepFTqoiXe2M+9U5Ga5kz/COlMCA88miHi4jJ9amaPcOlN8sq6HHRhQwNsUHpSClPSpAKKKKACiiigArzr413YtvhvdpyTcTRxDn33f8Astei14z+0Jd+XoWj2v8Az1uHkI/3VA/9moA+fM80h60cUYFABSGlpCOKAAdaDRSNQBG9CjAprc1IuNtAAOtO6ikxTqAE60vtSCloAKUUmM0vSgBaDQKCOaAEzQaMUGgBtKKMUuMCgAooooAKKSloAKWkFLQAYpKKSgANRSc081Gw4oAcvTFSCmL0HvUi0AOAzTgMGmn8aXOcGgBw4o70UUwHDr716T8F7hY/H9ujHBlt5UH125/pXmozXZ/DK8Nn8QdFkBA3T+U2ewYFf60hn1T2FGfSgA4+lITQID703knFDMvSoy2DntTSAUlhkGo9w5oLd6YXHbA+lMAZhjvVSWTFSSMMcd6rOuW70wF38gmnAAOG4AzzTPKOPvUkjPDBIQQcITjHPSgBdOcXZM5BCNyF7n3rbEW4AOfl/uisjQbdlsLcBg+Il59eK3RGeOaTAjOMbe3pTDtT5mwT2qYxn1H5VG0APVs0rgVJWaY8nC0Y2jFWfLRcktURKg/dyfU0wIs0AtuXjIyKV2JzgAfhUZ3b4xkdRQwNcUHoaQUp6GpAWiiigAooooAK+ev2hLrdr+k2uf8AVWrSHn+8+P8A2WvoQmvlH4t6xHrPxC1CSFg0VtttUYdDtHP6k0AcIaMmjpRigBe1NpxFIRQAlI1Limt0oAibqB71JtpgGWFT0ANA4oNOxSEUAIKXvQKDQAtFIKWgBc4FFIaKADig0UlACig80UUAHQUhNLQaAEpaSloAKWkpaAENNzTiKbQAHpTG6GnGmv0oAE6A1IKjj6YqUUAOHFOAOOaatPHSgBccUmOadSGgAFauhXZsdZsbtTzBcJJ/3ywP9KyR1qeI4f0oGfapYMu5eh5FV3mxxWZ4V1VNb8Jabfo+WktlVznJDgYYfmKuYO48fnTQh/mkdBxSFz2xTMHoTR05xVALuJqGRyD0qQNzUbjLUgIt5JxTdzZwaeUxURUknHamBIpweTTpBuicAZ+U/wAqr4f14pjzvHHjPtmk2BZ8LDGiWQIbCxBevccY/SuhByK8h8Ka5ewavrttDcsbeK8zHG3IQMuTj8cmu4TXbzaoKxE464rJ1ImvspNXR031NMbB9D+Nc42vXeOBGD/u1Ul1jUJFx9oKH0RQD+dS6sUCozOpdRjOMD1PFUbrUbG1J867jHsDk/pXJzTzy7jLNI+fVzVRkAHAAPWpeI7GscM+rN268VW8YItbd5j6udorJj8QX9zqdvulEcRkGY4xjPPc96z5QD179Kq52SowPKHOay9tJs29hFRPYF9RS9jUFq3mW0T5zuRT+lT9jXWjzxaKKKYBRRRQBVvLpLOyuLqTPlwxtI30Aya+L9VuzqWqXd8UWM3EzylEHC7mJwB+NfSfxf8AFLeHvCxs4I91xqge3DZ+4u35m+uCAPrXzGxwc880ARlce9Ax6Yp5FJyaAG8HvRilxzRgUANIFRvUppjDigCAD5qnqEgb8ZqT0oAfTSeaWgnmgBKDSDrSmgApaaelO7UAFFFKKAEpDS5ooAQU4UlFACmkNLRQA3vS0lLQAUUUGgApKWkxQA2kI6040hoAanWpRViDS7mXSLnVkRTa28yQyNnozDIqv+FAEiinhTTFNPDZpgGPegilJoUenNACBTUiqc5zSdPpSjNIZ9B/A6+WbwtfWOfmtrrecns6g/h0Nejyja2QCPrXhvwN1LyPEt5p5zi7ttwHoyHI/RjXu069+TTQmVd1PwWFQswB6VZiORTAhZOvBphBByelWCDTG5+tFwK+cmkIOB61K+On8qiZfegBjq2KrSRcZP5VY3EHGKikYtxzzSY0ed6LH9n8X65Dt2lmWTH5iuyjPAPtXMyLs+Ilxt4EtmufqGH+NdMh+Ucc1yVNzupfCPJzzjpUTAkfWpj936UwjgmsjW5WdQePQ1BIpPXr6VZbgHHJNV5OmallIpyjmqcoPI7Cr0w+XNUpffp6UDZ6jormTRrRj3iFX/Wsrw4xbQLMn+5j9a1exr0I7Hky3Y6iiimIKKKKAOc8U+DdI8YW0cGrQyOISxikjcqyE9cduw6g14h46+EY8O/ZZdLvpLiG4ZlKTgAqRyORgEfhX0jXD/EUZsrD+757ZHvt/wD11E3aNy6a5pJHzZL4S1uJC4sHlUd4sN+maypoZrYlZ4pImHUSoVP617/pyhvvD9a347OCVArxRuo7MuQa5o4h9Udc8NFbHy7yff6UhOMmvpi68HeHL8E3WjWTE91iCn8xisW5+FPhabOyC5gP/TO4bj881qqy6mDoNbM8AyTTTkj/AOtXs138HtKXJi1G8Uf7W1v6VzGrfDy10+N3XUJZNo6NGoqlViT7GR51j5zUo5WiRBHO6g8AkClFamQAU09RTmPamZoAXApaQdKWgBKO1BpBQAuKUCkp3agBKMUUtACUUUUALSZpetGKAG0tJ3paACg0UUAAopKM8UAFIw+X60tDDnFAHrPgHw+mtfBrxdG0YEpmEsb+8agj+v515OnIDetfRXwOt/tHw4voWHyzXUyEeuRivC7vw5q1lqt1YHTrjzYJWQqqbsc8dOOmKLpbjSb2M0D3p4wK37HwL4lv2Ah0qZM/xSkIP1NdbpvwY1GYBtQ1K3t1I5WFC7D88CodSK6lKnJnmY65pw5bA6+le56f8I/D9nhrtri9Ydd77V/JcfzrftvD+kaYu2z022hA6FYxn8+tZyrpbI2jQbPAbLw9q1+R5FjMVP8AGy7V/M1vW3w+v35u5o4R0wo3GvXrgD7uPas9z8p49qwliJM6Y4aCWpb+Gvw8ttFli177bNLOUkiWLaAgBIHPqeK9JkXcnNY/hRg2gxqDkpI6nHbnNbeBjHrXZB+6mcFRWk0Zco2k44qSJyFx/KnXSYNQxnmtEQTnPaomzu9PpUy4I5qGQZoAjLAc5pu4jORTuABTCQD6UwGswx0qAjJHWpWbNM5zgCpZSOKnYH4iY9bU8flXSJwvNc5fQmL4gQP03WzA/pXRJggYPGa5Km520th/DDkdKRsAU4nHbikb5hgVmWV2HXgVXkGAR2q2RxVaUjB96hlplGX7x9AKpy5ZfrVuUjkGqknQc8UF9D0jwz/yALT/AHT/ADrY7GsfwyMaBaf7p/nWx2NehHY8mfxC0UUUyQooooAK4X4hk+VYDjBZ/rniu5rgPH04fULO2yPkjZyPqcf0rKs7QZth1eojD0+MhRwK6C2UAc8Y71lWCExqOvc5rYjAxkkfjXBE9CZMDnnpTCwGTTGkGMnj6VXefHOc1ZkJdONn4VwHimcLbTMey12N5OTGTjArzHxvdGKzkyeSMVUdWN6RZ5kTvlZj3JNSdAKZGvFPPWu885jW5pvalPSkoEFLQBRQAhopDRQAop1NAp1ACUUtGOaAEooPWigBRQaKKAG0tFFAAabTjTaAFFLikFOoAOBSds+9BoUZIHqaAPpT4EIy/D5mIIDXkhU+vNVvEkRsvHt2P4bhUmHvkYP8q2vgzEYvhhpuR995XH0LGmfEa18q/wBL1IDg7oH/AJis6qvE1ou0x9k+YwCc/WtFTkgYrE0+XdHgHpitZJM4PWuRHY0Wn6dCPpVK45HAzVokHoe1VpuBxyaiRUDMnUYfHccVmNnAH1zWvMh5rInIHAP+c1mbx2O28GtnR5QBgrMf5LXQgfjXNeCG3aXcDv5v/sorp+OK9Kl8CPKrfxGU7oZBIwOKo5O8E4rSuh8lZhwH4rVGRZEny4A4phYHsRSp05pxKjtTAgOMGo2wTxUhYH8KZ1JpgR7CR1p6R4IPvTlTIxTmYKDnGcE0h3Mq/wBDWW8fWGPMMZjQdjnqahjHy+9dVLbbtHeHHJiJ/HrXJxMdgJ7iuaqjpoSJwARhv0pvIB4oBGOO9BJ4yawOgibnjjFVJMg46/WrbDqRVWbg4NQzSJRmGMmqUh6j2q3PgHHrVRzkc+lCKeiPT9BXZodmB/zzzWn2NUdJG3SrUdP3S1e7V6EdjyJbi0UUUxBRRRQA08V5RrV2upeJrqXdmNH8tcc8Lx/PJr0nWL0adpN1d8ZijZxn1xxXk+lwlyJHJLk5LZPJ71y4l6WOzCR1cjftIgEG4beOKvgY4Jzx3qpbjH3dwHvUzvgFgADXNHY6Xqxs0uOgFUHfL7c0+SZmbaB+tUkZmuTzxQFkLesREwHUCvJvHTtKhCjIQgtXq+oMFhbHUjFeU+KWV7fUD3CxAfizf4VrRXvGVZ+4ziF4FGaXHy0nSu488aaQ07HFJigBKKXFIetACd6WijvQAopaSloAKSlpDQAUUUlAC5ooooAKKKWgBCKTvTs03vmgBaO1FIaAFFA4xQKXmgD60+F9v9n+GmhJwd1sH/M5rR8X6YdU8N3cKLumRfNi/wB5eaq/Dkj/AIV1oB/6dFrpyARhuh60nqrDTs7njukXu6JSOhA4NdHDcBk681zVxanTdfv7JcgRznaMfwnkfzrRhmK4Jrz5aOx6itJXOhjlDAcUkhyuV5qpBODj6VZ3DHrUtgkVJwRn6ViXKfNx/nmt6YDnnHFYd0hySB096z6msTrfA5xYXY7iYf8AoNdXjNcb4Gl3LeRnnlW/mP8ACuxJxgdq9Ol8CPKr/wARkdwoKc5zWTJxIeOlac7DsazpV+Yn0rVGQK5C8GlySOTUa4BGehqREBGMVQDSB6detOjQHrT/AClBokdY04HNJgRO4RcCkhjM9winoSM/1qIfM3StDS4szO5H3RgfWkM1ePwNcNLGYL2eLsrkD6dq7nGAK5HX4vJ1kP8AwyoG/EcVlVWlzWg/esVOo9qU8kUwcrjOKeoOOtch3JDCDz9aguMZq0wzkDmq1wMAj3pMpGVPyxOPpVXgsBjuBVu5GPXrVZRmVP8AeFEdxzeh6xZrts4F9I1H6VY7Go4Bi3jH+yP5VIehrvWx5D3FooopgFFFFAHL+OZNnhuRCSPMkRfrzn+lcTYcKMNjH6V2PxBONBiOcf6Qv8jXGWBCxqe3vXDifiPRwvwHQQlQuOh96bMRj2NQxMdowf8ACnO25T2B6n/CsbmtjOvZfJYN2Aplu42tJjPpTdRXKn0IxUFnICm1s8U0HQhv5GKO7nnmvJPFN1m7ltxkhyrE/TP+Nes6oQsLNn5SK8X11/N1WU574regveOeu/cMwmmmnYpprsOESiijtQMKaaU0UCAUppKWgApT0poNLTAKSlpcUgG0nelooAKKKKACiiigBKKU0lAAKDSUuaAFFOB5Bpgpy/eH1oA+r/hQSfhlohYn/UkZP1Ndn2xmuM+E/wDyTLQ/+uJ/nXaYoA8t8YwiHxqzgYE8CPnP3iMjP6CoXIVAe1aHxDjVNe0yYZ3SQumPoQf61mOrPaMc9uK4K2kj08PrBFhJ1QrzWrbz71Hr2rlHdmuERGHA5rfstyICB1HIrJmkkXJiCCCfzrJuAApx1rWJXGcYHeqFyi5JHTGahlRLng2cRavLBniaM4+o5rt5GPAxXnWhEx+JrPAyGbHPuDXoz9+xPpXo4Z3gefilaZAc53HrULrkcfjVnYaikIAroOYpkc4NSRMaYzDd0p0eaYEhJFQsCx61OEJGe9PSHnJFICKOLAJJ6Voacv8Aoxf++2f6Vn3UwRGRRya17RQlrEo7KKTAlPUVz3imPEVrMByrlD9CK6E9RWD4qkCaYi45eYAH04NRP4S6fxo59SAoPfvUyfMKrqwKjFTRkk+1cR6JIygLkdarTgEcYq1JnFUbhsDH60mVEy7o4yKis13X1unXdIB+tPujkgVPoEX2jXbNPR9x/CnBXYqr91nqK8AD0p3Y0g60p6V3HlC0UUUwCiiigDj/AIhgnQIQP+flP5GuNsocEZ56ck/0rsfiK2zw9CRjJuUH6GuN06QCNeck9zXDifiPRwv8M2NowCx4HQUpbg/pTlIVMhS3uw4/CkcEjc/P90ZrA2M67IKHnPoPWslHZZGya17hGAJOMnsKxpgUDE00FiLVJh9hkyegrxu/ffdufevTtYuCtjKM8EV5deZF249K6qG5yYjYrk03qKeelNrqOMbRmgmk60AFFFFABS0lKelAAKWkFKelAAKKKM8UANopaSgAooooASiiigANITS000ALRSUtAC96UU2nNxE2P7p/lQB9c/Da3Ft8ONBjHe1V/wA+a6rpyKxPCFubTwbo1ucEx2cQz/wGtwEADigDg/iQvlxaXc7fkWZkJ78rn+lYCzo1gXLYXFdH8SnQ6fp8JPzNckgewQ/4ivPZJ2ZRCDx7Vx1l7x6GG+AtWQaS6aU9GOB7V01u+0BTWPpkA2r8vetkISAcj03D+tcz3OlkjzPEMkbk+naoLiVHj7AgZB9RT8SRtnPB/KobnDRtxhgM5HNSNIdoCSN4isx/dkZvwANeiNwP/r1wPhEl9fViMERPn0zwOBXekEt0GMZ6V6OGXunn4t++IeRjniqM7c4GRV4j5fSqsiEv2rpOUrrHuOc1YjjOKkSNR3FOMyL05/CkAqxY5PFRXM4iXC/eNO3My7s8VRJ82UnPHQUAKg3H5uc9a6CEYiT/AHRXP9FU9MGugj5jU+wpMBx61yvi6YmS0t16nLkfoP611LfTpXC6/P8AafEEoBysCiMfXqayqO0TWirzK6HjNWY+evFQRL69KscDmuU7xZSCg6+9UZzwR1qzIflwelUbhuCBxUMuKM24Yd+orX8GxB9fU/3IyawpnLEj9a6HwSD/AGw59ITWlL4jKu/cZ6EKU9DSClPQ12nmi0UUUAFFFFAHCfEth/Z1jHvwTOW25xnCnn8Mj865HS1Py7SpIHpnFdP8T8lNNUDOWk/kK5ixiyirk8e3FcGJfvHp4VfuzoI/nHUt6A/1/wABTipUZKYPvUUKqqjLtnpx3qdlJU7TyevOawNGULn5s5PNY12AFNbs42oVxwfSsLUDtAOMdsVSGjldcmXyPK7HrXms0nmzu/Yk13evS7AcnOM/oK8/XBFdlBHDiXqKabTjTa6DlGnqKQ07vTaAEpaKWgBKWiigAB5p1M707NACUUGigApKWkoAKOaSloAKTvS000ABPNNPWlooAKWjFFABTyMow9QRTB9KexwjHGeDxQB9jeDbh7vwTolw4G57OMn8q3DnFYfg63a08GaLbltxjs4wSOh4rb5z1NAHn/xRcrDpbAj/AFr/APoNef2Q824PcdRXZfFW5LXemW2fuq8jD6kAf1rmNLg4L9wK4671PQwy9w6SxTaoBA6/jWiEBUhxtPYg1WtouEO0/hVuPjcCd3p71zHQ9yKYAR7chsdAelZszMFOB07A9BWhcHahCsD9eorFu9+WG8nI5xSKibfg0u+useMLG276cAfzr0PHUH6ZzXn/AIEhZr+5n5wkYU8dST/9au8GMd2PvXo0F7h5mJ/iMR2Cg/LVSR+c4OfarDg5Oarsm5sAHitzAhLMx46mp4LUk7j096nhtQBlgM1JJIEU4pAVLyRIYSq9TVJF2pn1pZWM02TyBTXbtTGhQSzBe1dBAcwJ/uisKBTnJFbdsf8ARoz7UmJhcSrbwvM5+VFLH6CvPo98rvM/35GLk/Xmuq8UXPl6esCnDTttJ/2Rya5pFwAegrnqu+h1YePUlC/LnNPz2pF4GPxoPPP5VgdREzZU5rPvGwDir0rBR71jXcmXYZ/CoZoilg+ZntXZeBbYg3d0fZFNcarYyMZr1Hw3ZfYtFgRhiRxvf6mtqK1OXEysrGsKXsaAMUp6V1nCFFFFABRRRQB578Th8mm8nOZOn0Fczp+SgL8Dp9a6j4mIfsunyg8CR0/MZ/pXI6c+XyxAAHQ9a8/E/Eephf4Zvx5AABxnoKtYKryearWzEtu2jJ/iPpVksTkjkCsUaMp3DndtA5rC1M4JHat2Y8swOMc/WuZ1GU8huuaa3Ejg/E8wRCM8lWrjAOK6PxZJicrn+HH51zg6V6FFaHn13eQtNxxTjTelamA3mjmlzSUwEpaTvRSAKWkpaAEpaB1oNAC0lFA60AFFLSUAJRRS0AJSGlpDQAlFJS0AHailpDQAop2evp0popWGRjOPegD60+GGp/2p8O9ImLDfFF5D/VDiuwI57nNeT/AC8WfwdfWv8UF2SRnswzXrXuKAPEviDctdeOJIOoiWOIYPtk/zqXTISoPcZwR61i6lcG/8bXs4wd104H0X5f6V0lkNjqcY9PT6V59Z3kepRVoGpbndGMd+c0/c0ZJHze1MjXyxuTJXsPShnIbLJgH1rFmiIrmUFfmGSemR1rBumPDKDjODjtWpd4BJBO3uR2rHuAd+OoPektzRaI7nwLCyWF1KwYF5QufUAf8A1664dsfrWV4fs/sPh+0iI+cpvb6nmtZcDBJ4xwK9emrRSPGqyvNsXAOD1p+AOgFRNKqjpiq0l2MnFUQWnl2g4wMVnTzlj14qNneQnrihYhjmgCMc9KfHDlssakSMZ4FWFToMcUAMYbIy2Ogq9YPvsoj6g/nms69cJHt7txirGnTLHpPnMcLHuJ/Ckx2MLX7jz9W2g5WFMD6nk/0qio+QVF5jTu8z/edyx/E1MvHXr/KuOTuzvpxtGw84Ce9NPGKQtz7d6a5GOKzZqiC5fg1iXDZYkitSeQLnnqO9ZUxLZ6VJotC3oVkdQ1eC3blM72+gr1ZFAUAdBxXFeBrE4uL4jr+7Qn2612y9K7KKtE8yvK8x1B6UUHpWpiFFFFABRRRQBx3xFtxN4dWXjdDOrfgcr/WuA051Hyn8lr0zxvCJvCV9nPyBXGPZga8t09gzbQcLnBx3rhxK1PSwb9xo6SBs9+MfpVvaWQZJGecVTg2ovPNWd5xj1rmTN5IqXzERDtntXLam/wApPFdLqMnKr1ArkdZlCKcVcdxdDzPxHP5uoSAHuB+VZg4Gal1N9+oOf9on9air0YK0Ty6jvJhSUE0ma0MwIxTSaDnNBpAJ3ozRQaADNOpoozQA6k70UUALRSUvWgAoNLigigBKSlpKAENBo70YoATFLiikzQAtNxhjzxS0ooABTxTe9L256UAe2fs9XOL3XbXHBjil3e/IxXuN1KILWaQnaERmJ9MCvm34G6jHZfEE20jEfbLZolx0LLzX0Nr84tfDuo3B5CW7nH4UMaWp4LozNPqYlPLOzMT65JNdzbr+6+ZciuH0EbbmHIx93mu+hUqWUAEZ3D6V5lR6nrRVkWAVVOCMYyKjlw0Z4OPUUgwIwTxgVEzgKWDAY7Vm2WkZ9yWOQDnH6iq1rCb3Ura1jDZllCY9OeakuGDOe3pWp4PgEurPctz5CHbxxk8VdGPNNIVWXLBs9DkdEACYCgbQPQVXe54+WmbXkOTmpktvVa9dHjFYs7nk05bct1q0I1Q9MVY2AR/LgmgCmIQF54xSNjipmRj1FAiAbkc4oAZFHk1YK7U59KVAqjI4qveXOyM4oAo3jGRZH67MYqrNcbPCzKpwZpSg+hPNW1U/ZJN3UqSc1zb332mKG1X/AFcAy3++Sf6VnPY1pxvIdH0/lUoUtmok+6OMelSqe+ORXGzvQuAOaryvnjOD/OpWck9MiqVw4wccGpZSKlzI25gygYPy89qoMd0m1TkngfjU07MwzjIPoeau+GrH+0Naijx+6jPmPkenSlFXYVJcsT0PQ7EafpFvb4+YLlvqetaQpq/d6Yp4rvSsjym7u4UHpRQelMQUUUUAFFFFAGR4jhM/hzUYlGWa3cAfga8Z04BZAMkDrivcr6Pz7C4hzjzI2XP1Brwi2cqwTp2+g965MSjvwb3R1kG14x2z0qyw2njk1QsMts/r2q9I3ylu3QVxI7HuULs7hn3ri/EDmMH6HNddLJhSGPeuH8UTqsMr542/nWtPVkT0ieaXTeZfO3vSc4pikuzOepOacTXpLY8iW4tMJPpSk00mmIXNITScmjmgBelJmkOaSgB1FJS0ALQKSigB3Wl6UgpaAFo60Cg8UABFJQTSUAGaTOaXFJjFABQBRilFACYoFLS/hQAfhRzRSZ5oA2PC2oNpPivSb9CQYbpM49CcH+dfT/j272eCNTLEgPGEX6k8CvkguQNycFSGB9xyK+lvEmsLqnwj027Vg5vBApI/vDr/ACpSdky4fEji9HQKUOO9drbyAIjZ7YNcfYDaycc54rrlUKAOnY/lXlyep69tB0j7Oegbj2NUJ2BQleMdqvOMRkAdO3pWXdSheex4PpUFxKU7lxuV8D9VNegeDNLdNFFw+C1wS5OOw4H9a8+t42vLtIYlBeRgAPUGvWoJjbW0VvCAI4UCrgegxXZhY68xx42eiiaIiSNe1IZUzjf2qgTPIec05YH967zziwxVu5zRyBw1RiKXqBQBIvVaAH54oDc5pOR1ppPOBQAskgArOuGMsgXtVt85qqi5nOO1IaFuGEVm5PHy4rh9IO9J5P70zflXT6/eiC0ZBySD0rnNKiMdhED1ILH86xqs6aCNNSTwOT2p2cA+/U1GM8ZyOM4p7EkenpXKdiI3fC5/Ssy5c54/OrVxJknHBrOmfA5NSykVpmIIPTPOK9A8Gab9n0s3Ui7ZbjkZHIWuJ0mwfVtWhtgMqTl29FHWvWoY1iiWNBhVACj2rejHqceJn9kkFKKWiuk4woPSig9KACiiigAooooAYQCD714LOhttUu42ADJMy49wxxXvZrw3xFGIPFepICSDOf1Of61zYhe6dmCfvs1dMLeVn1GK0JWABQckLngVn6c4EQwCT3q5PKFjbH3jwcVwXPQe5l3vCMe5FeZ+MpylqUzwWr0m8fERJ+leYeL0aUYUEhTuJ9un+Fb0NZGNf+Gzj1GBzQaVgQOabnmvRPKA0lLmigQmKMUueKKAExSU7NNoAKMUtFABilopBQAtKKSigBaOtFFAAaKXtSUAFFKKWgBuKU0E0YoAQUUUhoAQmikxzTuAKAAZ29a9hhuQfhR4StDnc0ksntgEj+teO16HoWove6NpVi4+XT1kUH13EGs6rtBm1BXmjrdMTMi5xgEEf1rqFIJIb7rgZ/lXPadEQARnOcVvcFck9B19K8t7nrDZmKqRn2571k3LEEjAIPUetXLp85GewxWVcyZ+U5Ddd3ahblJWR0ngXSVutZku2Q+VbrxnoGPb8q9IW3RelYvg7T20/wAPQiQASzHzG/HoK6DFepRjyxSPHrz55tjBGAeAKdjgUYyevFGQK2MQxjOAKa2NuCBml/AU0rnjpQIhYAnio9pz71YK8Hg0xs4xgUxlaTGDgc1Ti/1rflV6QYQ/SqC4UMc470ho5jXpvMvxGOc8UqIEjCDjjHFNmYT6hI452HrUvqAK5Kruzuox0How5Y/TFQvJg5ByBxQ8gU+9VpHwT6VidFiGZ/vZ6n0PFZsrluKsTPkE9MelWvDektq+rKrA+RGd0n+FOKuyZz5Y3Ov8HaSbLTjdSLia4weR91a6kU1ECqFUYA4AFOrsirKx5kpczuxaKKKokKD0ooPSgAooooAKKKKAENeNeOY/J8YXBwAHVGAHfK8n8xXsteVfEmDy9et5wBiSAZPfIYj+orGuvcOjCu1Qo6fITFwO3arDuPJC9ST17VnWBeUJFGpy3Bwa1LpNq7F/h9B1NeaeozHvm+Rvpmubj0dtX03xNOGUC000yZK99wb+SGug1P5ISSOxq14OtopfCPjWSXCh7YxFvQeW5/qK6cOveOfFO0DwaYbcDHXmoTU9x/rMDsAKhOCa7zzGJSUtJ3oEGaKKBQAUlKRSYoAKKXFGOaACilxRigAooxSigAoopKAFBoJpB1p2KAAUUYooAKKXvRQAlNPJpxppFAABihqM0hoAVeWxXo3hW2As0OPvCvPLWIy3CIByzAV6zolqUgiQDAA5x2rmxErKx24OPvXOm01di4YHBOD+VXg4HANJZQqbfBP3z/SoJW8tmz2+U157PQvdlO8lCvg5GKk0bTW1fXLe26x7t7+yjk1Uum3OPQ9c967r4faasNpNfsymST5FXIyqj1+tb0Yc0kZYipyQZ26oFUKoCqBgAdhRsI70buM9fcc0b+cd/SvSPHDZx1pMDBp273ozgcYoAb8uO+aTKUuM85pCuTTQBuzwKjfFIwweKjYHPHWmAx1BNY2s3C2djK/8RGAPU1o3EphUsxAHv2+tcB4j8U6dBfR/bbtUt1bPTO4+gqZuyLpxuy9aQmG2/eH943zMfc00SMHIYYHY1gN490Vb9bWf7TbeZ9yaaP5Gz6kdPrW8Z43VfLZWVhkMDkH6Vxyv1PSha1kNJy3Y+9VZ3+X0HYU95CBgDjvVG4YnqR7CoLexFIzSOEUZYnAHrXp3h3SU0nTI4yP30g3SHvn0rk/Bekfbbw38yHyoT8gPdvWvRRXRSh1ODEVLvlQ7FLRRW5zBRRRQAUHpRQelABRRWNeeIbKw1RNOZLqa6ZVdkt7dpfLUkgM5UfKCQeT6UAbNFZXiDVG0XQbvUkjWRoU3KrHAYkgDJ/GsMeKNRt9Pnluo9LuLn7SlpBFY3DsDKzbcOWUbQDySM8A0Adia89+JtqrW9hdHHyu0Z9wQD/Q1tQeI7l/DMmpx29vqMylgq6fKWjYgf3mAwPUmsT4gPqkmhwtPJpdtZs0RLyNK7+aQflUIpyCTgGomrxaNKUuWaZzWijLhl+70rVnXJOOB71lWKXMepvp0JhkjsojLfXUZYIjAA7FyMluvHarFvdXtxax3FwlrGbmF57e2DsZ2VQTzxtBwOgNef7OXY9N1odzH1UnDjPGOlX9HK2/wb8U3LxnbK0oBHU/Kq/oaz5oLy6gnadrQTRQJcSwQly0SPjAZiApbkcAnvV7WtQg0X4DLEwCzaizRoo6tukJJ/wC+RXRQg4ysznxNRShoeDzcux469qhIqV+cmoia6zhEpMZp2RRQIbRTscUmOaACgCjBpelABigClzSgcUANNFOxRtoASilxSGgApKXnFJQACl5pBTqAClFJSigAxSYpaKYCGm0402kAmKQ9KXNMY9qANfwzD5+rIG7LXselW/MSgEEjBrzHwLZPcX8jKpPRR3r2iys1t0VT/rCME1wYl3lY9PDK1MniiCEADGDuH4CszUyI7puymtOaR45CT07Vi6k/nSIoP3hXOjpjuUnIabD/AHQwB9uaoeJbcada5iZkdp9zMGIPLUl7clLq2iH8Tbm/AiofE19HfaZdvFKkhgk+crzjDCu2jGyucWIneVi0LiWOTdFcXcRz96K4dag1H4geJ/D13arZ6xJcQzA/u7xBIBj3609fmICgnOCPxFcp4veFtT0+COVHljQtIFOSvI611K5zNLqd/YfGbXY8C902xuF9Y2aNv8K6my+MOkz4+1adfW5/2QJAPyrxKL72ATWjbrjnBzS5gcInvdn8QfDd6AFv/KY/wzIUrdg1KyuhmC7gkz/dkFeC2UDOMkHafXpVu5mtrWDdJPbxY55kCn9KdzNxSPdj0yB+PWoGPGRXzNf+Obywl3aZrlxGR0WOXeP1p1l8bfGNvIsUjW+oqR0kgwx/EU7isew+PtcttO0BhPMU85wiFeuev5V4zp2s6ddCSLUbtyHZhEJEEijHYkcjNb2mxXvxXubXUNatfsmm2JcCKJj/AKQxOSOegHeuo1H4e6BeW6iOxWzmXhJrb5WUVlOUbm9KM7aHmFzZx+SZLCX7RBnesbNu2+p9xWvZeN4NKW2jkt3S2KgNtfcF919vUVQ13wZqPhlxc20jz2se4rLbxZlXuS4zgj3rnXuFu/kn8uG5lUOdpDKwPpjo3tU2ujS7T7M9ohvUuIFlhlWSN1yJFOQR6ikjhkvrqK3jG55G2ivJPC/iSXw9dfYrws2nyN0PWI9m+nXivoPwJYi4mk1BsMEAWNh0Oecj8Kz5NTSVZKL7nZaZYJp+nw2sYAEa847mrgFA6U6ulaHn3uFFFFMAooooAKD0ooPSgD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArVhP7lP90VlVuQWdy1vGywsQUBBHPamlcTdiPcKXcKe0Mi/ehkH1WmsoHUFf94UBcTcDQcUYU8ijH4nrSGHFIcY60oXPp1o25FMBOPWlyPWjZ60pQAUAJkUuR60bRikC0gDj1o4oIGaMe1MBuaQkUpFN+tACEimgFnUDucU49O1a3hrR31rWIoBnykw8rAfdFTJ2Vyox5nY9N8A6OmnWKueXc8mu8jQBQWPSqWmWCxW6ALhRwAfSrzSbPk9eD715cnd3PXjGysijqD7YhjrzWHIwZiD6cGtO9bcjH2rndRvBp+kz3LkAxrkHOOTwPpyRRCPNKxUmoxuee+IvE876rcwQxFDFMVWRTkkDjp+FY7a7dyFkmkl8tz84Cgfy60i7nmkllmUsTgsecn61ObeMR5acfMeo6/zr3I4ZWR4rxDuyKTXNUuTIHvJDGBtVVby+PoO9SqgSzV0VhIQ43gEknGRk+tNMChWbzZAOxFX0sp44YkW1Zl3IwZWBH3QCD6H2q1BQM+dyZSjkuzarcPLdBCuS3OM//W/WnRNPMcPPLGvXc0hLfkOKuSyziyGnteRy2wzEpWMAsyLx9cEkD1rp9B+GOq6pBHdahcLp8bjKxFd0mPcdB9KlckFeRXvyfunIOYgpLySyZ6mWRj/WrFho91qkhXTNKkucnhkh4H4nj9a9f0j4Z6DprLJNDJfTDkNcn5R/wEf1rrkjSFAiKqIOAqgAD8KyniY/ZRrDDPeTPC3+HmtwIl1fLBbWpOHCyqXHoMCtHSoINK062lS3WHzRskkdMygliB83oen0r1fVrU32mzQKMEjK9sYrhLe2jnsJ7KdfmQsGTPY/eH9a46tac+p3UaMYnUeENQjW1j0uUorxoGjIwPMGc8fQ10kwBGMZJ5P+FeTQiWzv1jkl2y2ygwSAcMM8HH04rvdD8QQ6vF8zbZ1GCM/ePqKzjLoXKFti3dqChUgHOePUV5R4x8GhUlvdKj2Rkq09pEoUMF/iU9jXqlw4Zjg5GOtZtxtJUY+uKpSaehMoKSsz5+ibzW6bhnewxkJyRhycc4FfXPgOyNh4J0uJl2sYQ5B68818+fETw9FaiLV7ZFjZpFSVAPvE/dIXueDX0d4Subi88KaXPd27287Wyb4nGCDj0roi76nDVunys2hwKWiirMgooooAKKKKACg9KKD0oA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9Hs4lGj2RBbJgjJ5/2RRRXRh92Y1tkW4olYBjkn1zUVwiSxDeit9RRRWsjIz0sraQjdEp/CtE6Np/2B3+zJu8w84+lFFYSNYk93omnRPBstIxkjPFZ76dZ/ajH9mj289qKKaDqRLptn9lVvITO484qWPRrGVSTCFP8AsnFFFMGVrvRrSH7gcc/3qdb6DaPcKrGRh6Ej/Ciis+pRsf8ACM6WwUmA5/3qX/hGNK/54H/vo0UUyWPbw5pceMWqn6802TRNO3DFqg+goooEyre6TZR3EKrCuGHPA9q7fwDpdp9knlEe12c5K8dOn8zRRXPi/wCGdWC/iHcvEsaHbmqhQMSSTmiivLZ7SMe7QLbSMCc7q4rxqfL0SONQNski7ge/NFFb4T+KjHFfwmcBDGsdqu3I3Hn3q06jYtFFfSR2PnxLdRndzmkltIPMP7sd2/Giis5Djuei/C3w/p+oNNf3MW+a3YvCMDajbfvAY6/WvW0tY/K6t+dFFeXiPjPRw/wjRCpcLk49sUwwqp4J/OiisEdQLGu/HOMVwnia2jtPEG6EFTKNz+5ooqJGiMy5jWaJt/LKglVsDKt7GsrSMwXH2iNmV9pbrxnNFFZo0ex6Hak3FojyE7mHOKbPGvmIOcc0UVqYvc6bw3o9jPGbq4gWaWKb92ZAG2EDqPf3rrwMDAoorqh8J51X4mOoooqzMKKKKACiiigAooooA//Z", "path": "002840.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002841
Men Tshirts
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", "path": "002841.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002842
Men Tshirts
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", "path": "002842.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002843
Men Tshirts
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"path": "002843.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002844
Men Tshirts
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Wy1SO2vrRJOdsYjfYemCOM/UV7no2sWmvaVb6nYSeZbTruUngj1BHYg8V8galcreatcXCjAZsD6DpXqfwa8aRaZdS6BqMwjtrl99tI54WToVPoG4/Ee9enFPlTZ5s7KTSPfqKKKZIUUUUAFFFFABRRRQAUUUUAJXL+OIj/ZMN0o5t5gSfQEEfzxXUVU1Gxj1LT7izlJCTIUJHUZ70mrocXZ3OF0zUo7oGMMTKM8VyOs6jraX8xeU2tsWwrlCQv5UWrz2HiJrCYFLiDKSHPGQev4jn8a7OCFJYpQ580SHlWHQVxtcrPVUlJI4b7Jp19cSb57i7nYLgKpBHH9aUeHrAW8ifZL2SR8k7sjaPyrdvLCOCbG5onHKTIcGs+aN3jZZtRneM4ypkPzD0NUm2dCpRa0OO1Gy0q2nMKQ3PmKMMsTAnJ9+lavh7TdR0u6W4neRbYruZXbO32NbFjpcUsyukKpEmCiY6n1rQ1qVYLKVAQWAAIqJSvoZyhFPQ56fVRfalLHu/d/wnNeseA7Z4fDUU0n3rh2k6fw9F/QfrXh/h60l1nXbfS7UENcS5ZsfcUdW/AV9JW8EdrbRW8S7Y4kCKPQAYFdNKNjz8RO+hPRRRWpyhRRRQAUUUUAFFFFABRRRQAh6VT1K5Wz0y5uGI/dxM3PriuY8aeKbjRHgtLTYJpFLs7DO1c4GB615tJc32r6k0s9xNNtRn+ZyR9MdK4quMhCfs0rs9PD5ZVq0vbN2idZZjfZbCOCo4964HU4J9F1ZmTIgZyV9vavQ7NQLRD3IFZ2uafHeQMrKMkdazN46Oxn6ZqIuouJAsmOQDXS6fcEoQeCe1eXFZrC5ZQSCP1roNI8SiOQRzuQxGOTj9aV2XKnpdHdNabgS8YbPqM1zmpWVhaMztZW6qTz+6H+FdNaanBNEvzDOBnmmX6WdzCyShGzVJ2IhJxZ53dR6PdfuobGHcf4hEBWz4Z0CO91m3s44glup8yQAcbQRkfjwPxq8bKxtUJjRAM85rqPAVqphvb/b/AKyTykPsvX9T+lXTTlLUzxVZ8lzswMDApaKK7TyQooooAKKKKACiiigAooooAKKKKACs/WNMh1nSLqwn/wBXPGUJ9D2P4GtCigD5fuNOuNB1i70u8wJoHwWHQjsR7EVcsYnluQTcM0Y/hLYFdr8XvC9w8tvr2n2xkCqUu9i5IA+65/kT9K81stREUecjd9a56kXc66U9D0Y+WtmVUrnbjrXNSDZKyhvnHUVmP4jYII9wwB1FVFvbrUp1ETBY/wCKQ+ntWLi0a+0uzUmmd8RR/M+fyrS02xEcm9uXPJNQWUEcCYHzHuzdTWxZj51rKUikr6s1rZdsWK5H4g64tjp66dA/+k3I+Yg8pH/9fpXQ6trNroelSXdwc7RhEB5duwFeK399PqmoTX102ZZWyfQegHsK0w9HnlzPZE4iryx5VuVlAFOWQLyDURbmmFua9Q8490+HfxZ0+00mDSvEV1LHJGSsV04LIU7Kx6gj1PGK9jtbq3vbZLi1njngkGUkjYMrD2Ir4nSUrIK6bw34w1rwrOH0u9kjhJy9ux3ROfdTx+I5qHEZ9dUV5d4Y+M2l6mqRaxF9hlPBmXLRE+/df1HvXpcFxFdQpPbypLE4yrowZWHsRU2AmooooAKKKKACiiigBKKKgu7yCxtpLi5lSKGMbndzgAUAlfRHm/xA8Py3Optq2mj/AE6HAeMf8tlx/wChDtVbwlrkF9CyNKN6cujDBX65rqnvIdTdL2AloZ1DoSMErjg4rjvE3hV3uJNU0l/IvWH7xf4Jh6N6fWuSTTkelBNRSZq6zpEGswkLM8bddyGuMb4dSQXHmyapM69doJ4/Wsu48UatpZaG+tp4yGA4GVIxz0pbn4hLJCrLu84HKqOB+PrQlbRFtna2jWmmWoVGZmAwWbsa4/xBqUkspgt2Z5pjhEHOSf6VjWmra7q0jJbQsxbrIw2qtdl4e8O/2fm5upPtF4/WQj7o9B7UmlEafNsbfw20GPSbtJpQHvZs+Y/90Y+6K9XrzWPUZNItLvUYkWSS2heVUbgHAzg4rpPB/jKx8Xad50A8q4jwJoWOSvuD3HvW1KV1Y5MRSl8aWh09FFFbHIFFFFABRRRQAUUUUAJR2ozXHeNPFMWl2Ulnazg3r/KQvJjU9T7H0rOrUjTi5SNqFCdeoqcFqziPiDfpd+JpPIcMsKLEWB4yOT/Ouet5WVg8blXHcU3IkbB5pDF5bfKTg18xUqOdRz7n6FhsMqNCNHeyOx0bV4rlBbyYSdRwM8N9Kv3HKnNcCpIIIJDA5BHUV0mmaubsC3uWAnA+Vuzj/Gu3D4jm92W55ONy5w/eU9uxR1XTllUnHzdjXPNYKTtZTkHrXcXUYMZrm7lQjkdq7TzEypbSajZk+TOJYv7rcMP6GtW21PUdRuY7O3hZ7qQHYgYAtgZPWs3zAoPpXHXOuz/8JEs9pM0LWr/unXqCD1/OjzBQ53ZbnsNv4V8SalIkU1stlF/FJI4OPoBnJr0zTLCHStPgsrfPlQrtBPU+pP41i+CfFUXijREuDtS7jwlxGOzeo9j1rp67acYpXiePXlNy5Z9BaKKK0MAooooAKKKKACiiigAooooAKKKKACiiigBCARg1zVz8P/C17cS3E+jW5llbc5XK5P0BxXTV4r8S/jCtk8ug+Gpg13nZcXy4Kxeqp6t79vr0AOZ+NmoaPYXdnoGjWVrDLaIDcTRKNy8fLHn6HJ+orC0e8W6sIJ0AXK4YDsR1rhdRmeaVpHZmZjksxyT7k9zXTeESTppU95GIrCurRN6Luzr4bkjHJNan9qQWFm1zPIFVe/8ASuamuVtkLMwULySa5XVtYl1KYKGPkJ91fX3rnp0XUfkdM6igvMl1/XrjXb8zykrCmRFH2Uev1rIMmeBTS1MJ5r04xUVZHBKTk7sfu96YW5xRTT96mSKfvirSEbcVWp6mkMtxu0bZViD7V1/hPxzqvhq4VrKYtATmS0kOY3+g7H3FcUrVMjYwRTQj6z8KeMdN8W2Hn2bGOdB++tnI3xn+o966OvkPRdZvdKvo7yxuHguY/uup/QjuPavfPA/xHtvEZj0+/wBtvqWMLjhJiOuPQ+35VDjYLnoFFFFSMKKKjllSKNnkdUVRkljgD8aAHfjXjfxZ16aa9/sqFyIYFBcA8NIemfpkV1XiT4gWtnGbfSJUubpjtMg5SP39z+leR69NLf3M800jSSyfMzHqTXJXqr4UfRZPltRy9tUVkk7X7nsWkwC20mzt1O4RQImfXAFXZIg6ciszQLlbrSraUNkPGpz+FbQAxUpXOOpdSd9zDuLGOThlB+orKm0SziJdbaIN1zsGc/lXUvFhqpXNvkVLHF3ObjtQpAAAHYCtCOLatTLa/vORU8kQVaSRUpdDD1aUR6XeqfuvC6n6EGuA+GWtNo3iK0mdisEo8qX/AHT3/A4NdP42vhaaQ8KtiW4/dp+PU/lXntkfs7qV4x0pSly2Z6mBwvtoSUtnofV8ciSoHQhlIyCDkGn188aR481Tw60jWpWeJsFreUnYT6j0P0r1Dwx8TNG8QlLeU/Yb08eVM3ysf9luh+hwa7KdaMzxMZldbDN6Xj3R3NFGRRWp5oUUUUAJjikz37UpxivPvGPizaZNNsZMdVllU/8Ajo/qaxr140Y80jfDYapiKipwHeK/GphL2OlyDcOJJx29l9/evOJHZ3JJJJOSSckmnuxzxzUR+Y4r5mvialad2fe4DA08LDliterIBGVyUPc5X/CpFlBAzSqMO1JJHnlfvfzrPmPQZIAetDDdggkMDkEVGj4GGzj+VSdRxVEM07XV2wIbnluiv6/Wqd86M5IIIPpVcruBB5qjdQzITJCc4H3c9a7cPil8MzxMZl+vPT+7/IivZxFExBPA6V53DJm5Zj/ExP612V9PJJYPI42t93FcTaAmZlYcivT0cWzyad1USZ3/AIU1+70K/ivLWTDIQHU9JF7qa+ktE1m117S4b60fKSDlSeUbup9xXyrYHauCa7Xwl4ouvDd6ZLcrNBIMSRM2Fb0PsRXPRxPs5WlsdWPy320OeHxL8T6HorlPD/jzS9emW2+e1uz0hl/i+jDg11ea9OE4zV4u58xUpTpy5ZqzFoooqyAooooAKKKKACiiigAooooAKjd1jRndgqKMlicAD1oeRIo2kkYKiglmY4AA6k185fFD4qTa602kaPO0elKdryLw1yf6J6Dv3oSA0/ir8YFmjm0HwzOfLbKXN/GfvDukZ9PVvy9a8Wso90hkbhVqBf3j881aaVbeHHVj0FUlqDEuYjMAExnPOa6OxvrPS9PgKnccfcHUnvXOW8jFN7AZJ6VKzZHKjB6VM4KW5UZOOxa1DU59QkJfCx54QHgVTqB96H5TxTRO+Qu3JNWrRVkS227ssE0ymsX/ALo/OnDOOaq4h3Wm9TmgnAoIwAKAFHWpBTI+WNPJoAcDUy1EvrUi0ATKSOhxWha3To6uGZXUgqynBBHQg9iKzRVywtLi8lMdvGXI5Y9Ao9SegpvzCMXJ2R9K/DvxgvijSPKuXH9pWoAnGMeYOzge/f3rrLm8t7OFpbmeOGNeruwAr5v8NyXXhbUBqFveBrkKV2IMx4I5Bz9717dBVjVNZ1DV5/NvrqSduwY8D6DoK4quIhDRanu4PIsRW1n7q89/uPStd+KVrbbodHh+0yDjzpMrGPoOp/SvONW8R6prD7r68klGciMfKi/RRxWWc+tMauKdec9z6nCZThsNqo3fdk8D4ZTUkzBmqvEeAfQ05ic1gelY7bwPrIhRtNlb7p3Re4PUfhXocEqyJlSCK8GW7Nmy3CyGN0OQR6/1rsNL8e+Xa5urKQS9tjAZHqc9K6adSysz5rMcsnKo50Ve56VIcmq0vPFYVj4hi1WyFxGTG2SChIyMVfgvllwrEbq0vc8WVKdNuMlqi0keWzVLU7yGyhaSVtqgVdmmENs0noM15j4l1lriRlL59gelJuyNsNh5V5qMTB17UH1bUWnk4RBtjXsBWQT81TSvnOKjSPJya527u59dSoqlBQj0I3zsY03b824VYkTCD3OKYo4oTKcdTqdC8da9o4VIb1pYV4EVx8649OeR+Br0fRPitpt2Vh1WFrGQ/wDLXO+I/j1H414rGKmH6elawrzicGJyfDV1fls+6PqG2uoLuFZraaOaNxlXjYMD+Iqc180aTrWp6Jcedp13JAc/MoOVb6g8GvRtF+LEThYtatTG3Qywcj8VPI/CuuGIhLfQ+axWRYijrD3l5b/cdT4y1w6VpwggfFzPwD3Ve5/pXk7tkkk5JrY8Sav/AGzqb3UbbrY/LCe20VhscnFeBjq7q1WuiPfyjBqhRTe71Ywk04Amk5zUg5rksezsR7eaXGKcetMalYY10yMj7386Yj7eDx7VJmkZBIPQjoaaYmPByKildVBJ4Apgk8okSELjr6fhVC7El/8AJGSkHdv73t9KuMbsiRBNLb3weDAMZxhx1z7VzsujiC8Z0LEKOPcVuPbSWrjH3em/sKuxQJcSBCfvDAI9a7aVRxVk9Dz8ThYOPtEveWphW0I45qtqcRjvWMQKgAAleMnvW6lqEl2+hxQ9qskrt/EW60Kryyubzj7isJp8s8UcLuzCVQDkHBH/ANevZvB/jxL8R2GqSKtx92OYnAk9A3of515B5RU5IqWNttTSxMqU+ZfccOLwNPEwtLfoz6aorhPh54mk1S1fTrt91zbqGjcnmSPpz7jp+Vd3Xv06iqRUl1PjK9GVCo6c90LRRRWhkFFFFABRRRQAUUUUAeYfG7xC+j+DUsIXKTalL5RIOD5ajc/58D8TXzFOxZute3ftD3IbUtDtQ+SkEspT03MoB/Q/lXh+NzYpoB0Snk0jKGcsc1Pt8tfpTMVQEiDagFOZi3HH5daO1MB+agAkIxTI1G/OKVjlqcOBQA48nFLSClpoBvV8USnFKn3qbN1psQ+LAiLd6aDlsUmSsSD1Gaco+ZR3PNCAsYxgU5aa3Wt7w5pkFy0l3dLvhhIVYz0dsZ59hxx3yKmUlBczNaFCdeoqcN2N0nRGvFFxclorXsQPmk/3fb3ro1KRQrBBGsUK9EX+Z9T7mnSyNK5LH2x2ApmK8qtiJVHbofe5dlFLCR5nrPv/AJBTD1p2KCM1znrjaaRT8UlICPzFjGGzkngAZNDzyFSIoefVzj9BUuKTGKaFa5nxW8jz+ZcvvkU/Lj7oHsKtM23GAxycYUZxUhXvTHUgbh1FO6b1JUOVNRJ7HVZLXeyFtobDDp+OK9D8PzfbIllLdBkk15sgRoiFAGetWG16ay0NrKFiry/K7dwvp+NawlZanjY/ASqTjKPXc2PF/jeW6kNjp0jx2qEq0inBlP8AhXBl5Xk3RyMG7k8j8akWF5juOdvarUduFqZSuzroYVU48sNEMimc8Swkf7S8j8qtrJCR98D68UqrjtS4qGzujBrS5BIyvMiqQQATxSKMHFTkDNRlcPmhCcRy4FSEcVGwxg1IvK0i12HDkUnIoj5BFKRg0Cauie1vZbViUbg/eU8g/UVsW8qXqF4gFcfejz+ornyKIbh4Zg6MVKngg96U6caitIwnDlfNHc6QCnBcjiiCZL2289cCQf6xR/OnDivNqU3B2ZMZ8wwjiozT5GGfeo85rNmiYgFOU00Ehh9ac42sCOhoGNdFcYZQfTIqIqKmzxUTEUhNEMi7lIqsqGJwy8EHNWzUbpkVpGTQ0k1ZlZGD3D4x97NIowzD3NNQEXm09MVJj5m+tayd3cznT5YqJIBkUwjBpy8U51yuRWZjaxpeGdUOkeIbG7yQqyBJMd0bg/4/hX0FjuK+ZgSOR1HIr6Q06XzdNtZc7t8SNn1yBXs5ZJ8rifL5/SSnGa63Rcooor1D58KKKKACiiigAooooA+Zvj1cGXx4sZIIhs40AHbJZv615fboCSxHSvRfjgjD4k3fH34oSPf5Mf0rggnlIF79T9apCuRyHimL1H5056SMfMT7VVhj3ICH1qOnNyaMUrAJTqSnUwFFFFKKEIUDHNRz9AalYfLxTCN42mmBEefJ9MVJGd0xI7UwcR89VyKWA4jZvU0gJ8ktxyewFeiR2S6bplraDG5BmQju55J/p+Fcb4atPtuu26HHlxkzPn0Xn+eK7a6k3k56nJrixs9FE+o4cwyc5Vn00X6kFGabn5sUuecV5p9kOptLS9aAG0hFOpKAEBo4pO9LigAPSkIyCPWnGmnjmgCmH8qcr2qFY2uZTK/3asyxBnZu3Qn0FMhYTcJ9xf1qjN2vZsdtXgKOBTwKXbg0uKRdhMUhFLijFAxMU1l5p9IaBMNu5Md6ZGSDjuKkU4pkg2OG7GgXmLnZKD2NTHDL71A43RZHVeadFJuFMF2FY7UJPaoV+5k9+aW6bGF9aXoQPQU0Zy1Zd0y8a1uF7qeCD0I71uzYRyFOVPKn1B6VygODXQwy+fpsb5y0bbD9Oo/rWOJhzQv2Oa3LO/cbLJtIk/unn6d6dnkgVBPzE49VNP35CkdwK87obkpNSSHMee45qKQ8/hSO+2LGfvUhjlO4U1sDikhzgilYUgIz3ph6VIaY1UIqSyCJ1c9ztJPvT8c59abdwefCU/EfWliO6FCeuK06Dk7ocKcpxTe9LUsxaEkXbIMdD0r33wlIZPCmls2cm2Tr9K8JEZnhKqMyL933r6D0m0+waRZ2h6wwpGfqABXq5XduTPl8+muWEXvqX6KKK9g+bCiiigAooooAKKKKAPnX476eY/GtleHOyazGPqrEH+YrymQ/Ma9q+Py/8TPRW9YJh/48teJueatLQTI3oXhaG6GlQcUwEHWlpvRiKdQAUtJS0AOpRSCnUwFqNwVIYdutSUnFAEMhVkLL3qNGxCo7mnyLtB9MVArZwvpQB2/gmECHULojkKkSnHqcn+QrZlOQD6E1neEvl8OTt/fuT+ij/GrzkkMK8jFO9Vn3+RU1HBxfe7/EY7bXVux4p+fn4qCU7oSRyV5qRXGPMPTbnNc57SZMOlFRoSwye9SikUFJTsUhFADcUUpFGKAEzTH+6acelNYZU0CZWuFMto6BsFhjOKjsrU2wYs+dwwParCrlB9KkAG3GKq+liPZxclN7oQDigigDAxS1JoJijFLiigBpFNIp9NPWgQ2lOJFKmg0wnFMTIzK8Z2kZxSIwSQY+6eRSud4/2qrLJlindSGH9apGTlZonuGDXQTHQCpAQWc9s4qsWzeyMedvP9KsoMIo79TTsTF3bAitbSnzBcRH+5uH4HNZRGKvaOc3oTGdwK4+opNXTRjWVlf+tCzIwMTHPY0QPuwvooNVZXxGw9qIHK3JH/TOvL5dDYvud0gUd+KaT5j4HQcCo4mLgsOSxIX6etXYoQi5PJqWhiIoUcUNTyR2qNqkCM0w+tPNMPSmIYRUKjam0DgHip6Yy8GqQrjKTNBNJmghlqwmEN5FIwyqsCw9QDX0XFIs0SSJyrKGH0NfNsZ+YV7/AOFrg3XhfTpT1MCg/hx/SvVyuXvSifLcQQ+CfqjZooor2D5sKKKKACiiigAooooA8a+P1nu0vR73IxHLJEfX5lBH/oNeAORnrX0X8fjjwjp49b0f+gNXzi/3jVJiYN0oBFIeRSVVwH45paaDmloAWlpKcKAHKKWgClxTQCZI5pDhjTsMOlJh/QUAQyblU5GRVVOHJ9quOZMEFRiqbcN0xUsD0HwqCPCZfHW6f+S1ebkbhVXwoM+EVU/xTyMP/Hf8KsjuDXkYj+Iz9EyZWwcCuWEchHZuRUbSB4di8YbBHpU08e9CBweoqn1beBg/dYVkkelJtGqo4pwqONtyA08GpNEOpaQGlzSGNNJTjTTTAaaQ06msc0AMHTFOFN70tAgpaKKBhRS0hoASkOKCaaTQIQ1ExxTy1QSNTRnJkbtzVZ5Nt3G/Yo2alY5NUbt/mSMdXOM+g71pFHHXnaNy3bZfk9ZG3H2UVpIOrnoBxVOzjyu7GCcAD0XsKuOMgRr9TSe50Uk1FNjP4cnvVrSn2alCf9sfzqs5G7A6LT7V9lyjDsc0IzrK6aRNeApNLGD0JX8jUavvlcjofl/DvS6ziPUbhFbaG+dfowz/AFqrA5ICJnA79Sa4XC10KLukzat5ADwMkDGB2q4HyOtZkIwo3YA9M1bjYVzyRpcs5pjGgNkUE1A0MNManE0w0wEzSEcUd6GqkZSepEw4plPemE0wuOThhXuvgRt3hCy9t4/8eNeEryRXu/gaPy/B9hn+JWb82Nejln8R+h85n7Xs4+p0lFFFe2fLBRRRQAUUUUAFFFFAHD/FTwxJ4n8FzxWylru0YXMKj+MqDlfxBP4gV8oN9419zEAjB5Br4t8S2sdl4o1S2hGIoruVUHoNxxTTEzKPSkpX4akqgFWnU1adTAKXNBHGRSLz1oAkDcUtMKkUu7FMB3zdqPmpBIR2pd7HtigBrlsVTlzmrjlsVTlyDk1LA9J8PKIfCmnjGCwdz75c8/lUrjDHFPs4zb6HpsLdUtkz+Iz/AFprcj6V41Z3mz9Ly2HJhoLyREetUrxChMienzD+tX2FVLg/L79qhHZNXQWNyJBj0ODV/NYFqSl8ioPllPP+yR1reBpSVmTRnzJ36Ds0u6o80A1JrckzSGkByKDTAac0hpabmgGJS0lLQIWlpuaM0DHU0n1oJprGgYjGoy1OJqNjTM2IzVXds09zUDGmjKchjmsxJTNdEsMBcqAf1rSf7tZAJTUHX1INbU1uedipNSj2udLbHKZqx90FqrWpygqw3IArHqepH4URH5Uz3NJGdsgNPfk4qLODTRjMn1yJ5p7OZVUrJCFOR3U/4EVHGroACVUeiritKNRc6U4Yf6hw6n68Efy/KoNseOWrnrys7GNJWTXYSIge/wBato9VcRDo5/KnrIoPBP41ytXNi8r04tVNZfenebnvUWHcskimEio/M4o3ZosJyHZ5oJzTaWgyY1hmoyBUpFMK5pg2EEbSzJHGCXYgKAOpNfRekWn2DSLS1x/qolQ/UDn9a8p+G2irfa215KuYrVQwB7uen5cmvYxXs5dStF1H1PkM7xHPVVNdB1FFFemeKFFFFABRRRQAUUUUAFfJ3xV0ePR/iFqUMLZjlcXAH93eNxH55r6xr51+OuiTQeKoNWCloLy3Clv7rpwR7cEfrQB5C/3qSlbk0g5qhCrTjSLTiOKoB4GVph4NPQ0rrmgBVIYUbBUY+U1KrA0AJtpadxSUAMaoFgNzcxQA4MrqgJ7ZOP61ZIBqxokYfxHpqMMg3KcfjSlsXBXkkehXqrG/lxjCRjYv0HA/lVOrV0rMzHrzVQV4bd2fqNJKMFFdBp6e9Ubo4Bq7IcCs28f5TREqb0ItO/eagx/uqT+PStvtWNoozcTt6BRW1mnU3M8NrBvzGUA0E5oArM6B6nNDGgcCo2amAueaMUqjjNBFAhKKKKBimmk0tMJoEKeRTCSKdmmP0pgxpJqJmp4NRuCOaDNsjY1GRxUnB60xhiqMnqRsOKybtdl/E4/iGK12rL1Hh4W9HxWtN6nDi1+7v2aNyzOUFWzjHPFULE/uxzV3j8aye56NN3gmMLe340z6809qltbK5vX2W0LSe4HA/GmkY1JxirydkX9JKy+ZbNjEqkD69qDBH0K4NatvoP8AZlhNdyvuuUUFQPuqcj86zSpJya5MXZNLqY4apGo5OO23zITFCPWmlYx91TVjYPSjZ7Vy3OqxWCk+1SKlThPajZ7UXFYj24FLin4oxQJoZilFLQKCGhCKQdafTQOaRmz1v4X2/l6DcTY5kuCPwAH+Jruq5D4cADwsMf8APZ/6V19fS4X+DH0Pgsc74ifqLRRRXQcoUUUUAFFFFABRRRQAV5P8dQB4ZtZMDO51z35Ar1ivIvj5Kq+GbCPIy8zcZ7YFA47nzoaBxQaXFWSC1J2pgGKeKYDRxUynIqIinKaAHMopuMGnk0lABk0oNJ9aTOeKAFZgeBT9PuhY6tZ3T/dhmR2+gPP6UzaBzUUoyDSZUXaVz1S6wrvtOVJ4I7iqJxjOK6my8MNqfhTSri1dVujZx70bo/y9j2Nc5e2N3p7mO7t5IiO7LwfoeleLODi2fomCx1OtTTv73VFKQnB7/Wsu6PB4rRduOoNZt1yppR3OurNco7ReJZ+Ou2tisrRYJFSWcqRGz7A3qQM/1rW6UqnxDwrTp/15iYpQKM0tQdIhPFRDlqe5x0pEGeaYmOAxSU80ygBDRQTQKBB2phqQ9KjNAMSkI4ozR1FAiu3DUv3lp0gyCaiVscVRHUa3ymmMamYbhUDdaZnLQY1Ur22luk2QoWZcvgDsBkn8qunmuk8C2/ma+ZiMiKFj7c4H9auDszhxjtSkc1p25lVVBYnoAM5rq9O8K6zqOClo0UZ/jm+Qf4mt3S4orPxNfxpGq/viwwPXn+td9E+5BzV8iuebPM6kIKMEcfYeALK2Ae/ma5k/uj5U/wATWq9vFaxiKONUQdAowK2pe9Zd5kgcVVktjzJ4ipVd5u5haqf+JddD/ZH8xXLV1WorvsLof7Gf1FctivNxnxr0Peyl/upev6ITApQKUCnAVxnqjcUGnEUlFwGEU2pCKYRTCw2kpxFIRQS0B6UlOxkU3vQYs9f+Gkobw9LHnlJz+oFdrXnPwsmYpqER6ZRvx5FejV9HgnejE+DzCPLiZrzFooorqOMKKKKACiiigAooooASvCvj5erJJaWgH+pQMT7sf8BXupPBr5g+JepDVdSv7tP9W1xhOc/KvAP6VLdmkVFXTZ5uTyKdim45p5rUgMU4U2ndqYAeaUcUlGaAFJzS5wKSm45oAcOTTxTVHNOFACnpUD85qRj2prcKfXFDA+kvCmV8LaQD1FpH/wCgiuhAWRcOquvowzWFoUXkaJp8POY7aNTn12itpHATrXmyd5M9aHwoydU0XSJQWk063LeoQD+VeceIdNsrfeYYFT6V6ZfvlDXnXiB/McoOp4qWkd+HqT2b0CLTVg+Hlnc7cNJfvg+2z/61ZBFegeItPOn/AA00OEjBEodvqysa4E1lXVpHu5NPnot+b/MaBzTqQUMcCsD2CJuWqRRhajXlqlpggNNPSnUhpAMPWgUHrQKYCnpUTCpT0qNqBMbRRSUCEYZFV2G1qsmoZR3qkRIbnionGTTgcVGxpmchmK73wBbAWl5ckcu6xj6AZ/rXDKPlNel+CbZoPDcbkczyNIPp0H8quJ5WZStRt3Yy8jNv4nEg6SxqfxHFdjZSB4R9K5bXFImtpx/yzbax9j/+qt3S5S0QPOMVsjwJ6xRpOcg1mXmccVoMflzVC5BKtimzKJjzfvIriMDJaJgPriuRGTiuui5vVTu2RXJY2sV7g4rzsavhfqe/k8tJx9BwFLilH0pa849oTFIRTqQ80FDKaacaaaoQ000mnHpUZpkyHg8U09aB0pQMmg52el/CqI7NRlxx+7XP5mvSK4b4Ypt0W6bjLT/ptFdzX0eCVqET4XMZc2Jm/MWiiiuo4gooooAKKKKACiiigDC8Xar/AGR4YvbtT+88vZH/ALzcD+efwr5h19idPI6/MK97+LNyYvDdtCP+WtyM8+in/GvAtaO6wf2IrGT/AHiR0QX7ps5XHNONIBzSmuk5gpaSlxTAWiiigAxS4oooAUUrHjim7sCgDnNACjgEmprO2N1e29uASZZVTA68kCou+a6fwBYfb/F1qzDKWwadvwHH6kUpOyuVFXaR7vbIFG1PuqNoH0p00+xsGkth5cefz96xNbvDA+QeM9RXmnsxV3YtX0+Ys54riki/tLxFb2/UPIBg/WulklM9luXnIrJ8IwGbxzaqR92TJ49KUVd2N78kJPyOz+KW2LQtPt1GB53A+i//AF68kbrXrXxZBOmae3YTsP8Ax2vJO+KjFfGe5w9/uafmxw+7TH6U4nGBTTXOe4CCn00cClBpDA9KSnHpTTQIaetAoNIKYC1GakqM9aBMSkJyaKYxwaZA7NMk5FLmhhkUBfQqtxmm5ycUScOaaDzVnO3qSxI0hMajLHgAeua9rsbRbDTre2HSGJUP4DmvKfDESSeJbJJBlTJnB9hkfyr1qRyI29SK0itDw81necYdjB1aRXDISArHr79qm0S5JjA6dqqanay3VxbW8ZIeaZEGPcikaNtN1u8tMnEczKCe4zwfyxWqXu3PKvd8p1BkLDrTXjGwnNULa5Z5ADyK01wy47Gjchqxz86+ReRv2DVzV9GItSuUAwBK2B7ZrrNVgOCyjpzXM6kp+3NIf+WgD/pj+lcWNX7tPzPWymSVVruvyKtFGKMGvLPokFNIp1IaBkZ7000+mGmIaaaRTqaaZEhKcvWm1JGOR9aTMZHd/DrUWt9fewYny7qHIH+2uT/LNeqY5NeG6Jcmy8SadcdllQH6E4P6Gvc6+kwb/dJHwuYq2Ik+4tFFFdRwhRRRQAUUUUAFFFFAHkfxgus32nWmQdkTSEemTgfyNeQ6moaylHYDNejfFKbzfF0qf88oY1/TP9a87vBmGQexrmb/AHh2xX7qxyQ4NITTiMNimGuw4R1OqKn5poB2KMUZozQAUZoooAUCngU0UtABXp/wos1FpqN6wO55EhH0A3H9SK8wPSvZPhxGsfhCFhwZJ5Gb35wP5VjWdoG+GV6iO9jkBjxxXK69lm56E85rfD44B61h6v8AODnnmuJHrwWtxlrcLaaGXcBmDGNAe/vUHgJy/jVWflmYnP4VRlmbylj6qpyoPYmtLwMgfxfbMvYkn8qqPxIusrUpM6/4pxb/AA1DJjmO5Xn0yCP8K8eAya+gPF2l/wBr+Gry2X/WbN8f+8vIrwBuAeMe1Ri4+9c9XhuqpYeVPqn+ZGeTTe9OpB1rkPpBaUUnFKPpSGKaaeBTqa3WgQ00lB4pM0wFNRk089KjaglgOlRv0p45pHpksjU0/tUOealU5FBKZVmX5qh5Bq1MO9QEZqkYSWp0fg2E3HiG0YZxDuZj7Y4/WvUXGRivLvBN19n8RRIeBOjR/j1H6ivUs9q2jsfP5nf22vYisYo21/TmkxhZwQT64OP1xWd4nUReN7vaPvbG/EqKsTs0b+Yv3kIYfUc1V8STLP4oknTlJUjdT7FAa2i/cseUk/ap+RZhQBVZR1rTiI2DNZ9tzGp7VcBAGfSpNHqVNSYbDiuX1MboYpCOVYofp1rfvm685FYt3h7KQH+Egj88f1rDELmpyR1YGfJWi/O336GUKKMUvGK8U+rQ3rSGnYppoKQymN1NPphpgxtNIp1NpkMMVLH94D3qKpY+opPYxkaIBDLIv3lwR+Fe7WkwuLSGcdJI1f8AMZrw5BlB9K9b8IXX2rwzaEnLRAxN/wABOB+mK+hwT9xLyPiMyX7xvzZvUUUV2nmhRRRQAUUUUAFFFB6UAeA/EWQSeMdQIP3WVfyUVw8/Q12fj8/8Vjqn/XUf+giuLnPWuN/Eegv4aOVlXbIaiPNWLgYlb61XrvWx57G0+mU6hCHZozSUtMBc0UlGaAFxS7sUmcUlAC5zXuXg6Nk8HaTzj9z0xycsT/WvDD0Ne/8Ah9AugaYgONttGMf8BFc+J+Gx14Ne+/Q1wrbcnI9qydR+ZWI7cGtvGI+OtY9/GQr1x3PThuc6/JrovAEBPiqOQDgI5/SuduTsNdX8N2B15h/0xb+lXT+JF4l2oyPStRu4rDT7i7lOI4o2dvwFfOt1L5s0kmwJvYttHQZOcV7d8QJWj8G3pX+LYp+hYV4Y5yxqcY9Uj0OGaSUJ1O7t/X3jD1pB1oNFcR9UFKKSlFAC0jClpGoAiPWkpWpB1pkjjUTVKelRNQJjaXqKbSg8UySCQc0sZ4xSyCo1OGqtzO9mSSDIquDhqsnkVWK5Y4oRM0b3h2AnxDp0sYyu4ufwBzXp4c15t4OcnVUiPVQzD/vk5r0Ra1hsfO5m71vkR3bjp3PWsqUmW6hY5ysYQ/gSB+mK1LhcjNUFQmUfWtInndUa1uMIMVOx2gEVDD0qwyh49p/A+lO4mZV4DknseDWM2WjuEyMmM/41tXQOWXqfashEU3YQfxHae3XiokuZNF05cslLtqY9LSEbTg9uKK8E+xjsFNanU09KCxhFMNPNMNMTEppoNHamISpY+MVD3qVDSZnNG3Au6IfSu7+H1wQL2zLdCsir+h/pXC2DbkA9q6TwzdLYeIIGY4jlzE349P1xXu4N2hE+OzCF5TR6hRRRXoniBRRRQAUUUUAFHaiigD548eSB/FuqYzxOR+QArirmQAV03im5FxrmoznjfO5/8eNcddSYB56Vx7y0PRWkEZFz/rDVc1NK+/5sVAa7+h5olOptOFAC5ozSUYpgKDQTig9KSgBaWkpR0oARvuN9DX0LpkgFnaovH7iPn/gIr55YZBr6C0Fy+j2EuQS9tGT7naK58TsjswfxM2xkcnBPY1Q1AKIWPUmrwDMM+WV9zVPUceUBjiuI9KJxt82HIzXVfDLnXWPpE1cdqD/vzzXZfCyMtq1xJ/CsB/UitKXxF4v+Azs/iGf+KLvfqn/oQrwpjya9p+Jd0kPhVoS3zzSoqj1wcn+VeLdazxb99I9jhqLWGk+7/wAhDzSUUVyH0QClzSUUAOprUE8UHpQBG1NFOam0yRxNRtT6jamJje9FFFBAjciqzcNVk9Khcc00RMcrZFMbhxSKcUPzzTJbujY8PFotatnU4+fB+h4r01R8o9a8u0mXy5o5e4ZfzBFepoc1rDY8DNo2qRfkRS8Lz2qlEMy596vXGACPaqMPLEf7R/pVo8tdDWt13JnvUjuFFMtjhcU2V8ktjgcEUXE9zPu8OzZPFZSHF7FyfvjqfetK6IXJB4NZUUmbuMkY+YfTr1o6gZkn+tf/AHj/ADpKHOXY+pNArwZbn2cdhDTafTTSLIzTKeaZTGNNJTjTc0CYwmnKaYxpVOaZhNm5p8gVlz6VteWWUFeD1z6Vz9kRuz6V1NpiSEEc8V7VBWpxPlcU71JM9F0S/wD7S0mC4P8ArCNsg9GHBrRrjvCF2Ybu4sXPyyfvY/qOGH8q7GvRg7q54dWHLJoWiiiqMwooooASqWrXX2HSby6zt8qF3B9CBxV2uR+I979l8H3C97h0i+nOT/KlJ2Vyoq7SPA9RcsWLHLHkk9zXL38oWNz3xXQalKADXKag+VPPU4rlpq7R2VXaNivG26IHPSkY02A8MufegnOa7jgG5pQ9JinBKAFU5pSSKOKKAFFFGaKYAOTTgOKQcGnZoAbXufhaVpvDmkuj4b7Mgx0zjj+leGHrXtXge53+D9N2D5lVkPGcEMa58T8B1YR+/Y7eGOQRhm6+mc1laqRtOK0oS5iGT261jam3yMSa4j1IrU4XU5cTNg+1eo/CeyKaddXTjlmWMH6cn+leTXOZbsr719A+ErAaV4WtIyNrMnmvn1PP8q2oL3rizGfLSUe5598T9QM+vR2Yb5LeEEj/AGmOT+gFcBWnr2oHU9avbwn/AF0xK+yjgfpWXXFVlzTbPrsso+wwsIeQtFNzRmszvuOopM0ZoGL2pppc0lMQ09abmnN1plAhc0w0Gm0yWB60lFFUyQNRsMin0hoEyuQc04cihxyaQGmZXLenk+aw7KN1er6fKs1lbyg8PGrfpXk1o4RZD3OBXpHhmbztCtyODHlD+B/+vV0+p4+bQvCMvM07kZzj0rLjfbcuo44DVsuPMXIrn9QcW97aydA0vlt9G4/mRVvQ8eCvsb9q+5M+tKW/eMucHGeagsz2Pap2OTzwetBMtzL1CJgG+bI9MVjw8SgYIA9e1a2onMZKt8wrLDfezjhWP6USdlcqmryS7mcOacFpg7U8HivBZ9gtgxTStLmgmgq5GwqM1I5qImgdxpIphNONMNUQ2NY0+LlwPemN1qW0QSXMSHozhfzNOOpz1HZNj9MvQ07Kx+8Tiuu0eUlihPArmfFHhe68Ka0E+aSzlO6Cb+96g+4rk9e8b3lnM1jpjmF14lmABbPovp9a+hjBrQ+RqVYyXMup7WbpNLuIdRkbYkLhmJ446H9DXa6f4g0fVppIdP1K1uZYxl0ilDFR64r5HvLy6uY4pZp5pBKoY75C3PeptGjuZ78LaF1mClt8bFWUDrzXRCPKjzqz5nc+xqKw/Cl7d6h4Y065vWRrl4R5rI2QWHGfqccjsa3KswCiiigBK8v+LmoAJp9gr8/NM6/ov/s1eo187eONVk1XxPfTMfkSQxRjPRV4H9T+NZVnaJtQjedzidVmxxXOXLblAI71raixZ9xrHlO7AFTQV9TTEStoVUO2QVNtFQlSHzUoauk5B2KWgUmaYCUtJQOKAFpaSlzTAWlpM0UAI3SvXPhxciTwpHGAf3c8iMfcnI/Q15EzYFel/C6Vn0jUIeCEnVlB9Sv/ANasa+sGdGFdqqPVLdVEYUtnisHXc5YKMDGa3LdtkAZhgkcCsHXW2W75HLDk157PYp7nKaRaG/16G36l5APzNe7+Ipxp3hW/lQ7RFbMFx24wK8k+HVv9p8ZQk9I8v+Qr0X4l3X2bwdNGDgzyJH+uT/KumnpBsxrx9ri6dPzX5nh7Him5pWNNBrzdz75bC0UmaSgY+lpuaM0AOpKTNFACHrTDTic1GTQJgetNzRTe9MlsU00ntQTSVRLYZozSUlBNxr1Dnmp26VA3WmZSJoGwGWvQfBcu7Tpoe6uHA9jx/SvOEJDV2nhK48q/jTtJGyn6jkfyqofEcWPhzUJeR3PTisDxShFiXXKsmHB+hzXQxlW/Cs/WoBNbuuOoI/StJK6Pn6UrSTHWkwcCRTkMAw/EZq4xDLuI+lYWgS7tNszuz+7Cn6jj+lbhX9yV6EjihakyVnYyL5B1C5P1rHY7Y5sgnCkZ9yQK0r6Y+WQVBI/KsqV9to/OCWAxUVXanJ+Rrho81aC80VgaWhSKcCK8Rn1o3vRinEimmgZE1RnrUjVHQAw009ac1N6imiGMPJqxa5S4hYdRIp/UVFir+kRrNrFlG/3GuIwfpuFa0/iSOXEO1Js9r8SaNHrnh+4tXjDyhfMh9pAMr+vH0NfKcWgS654tmhjVliMu+VuhQHnH17V9jj7orwLR7MQ+LPEMpQIG1GVY0H8KqxAH86+lnornwuGXNOzLsHg/SY7OKH7CpjQcBmY/j1rmvFfhQWS/btIgO1gFnhVjnr94d/qBXpZIwB7VWmhEinIyK54yadzunSjJWsZ3wJvbt01mznmzArRyRRO3zKTkNgenC17LXiHgfSLvS/ijEIbcmyaCZzIq/dDY4Y/7wAAr2+utO6ueVOPK7BRRRTJE7V8xapmTULo+sr/+hGvpmaVYYXlcgKiliT6AZr5sucPLJKR99i35nNYV9jpw+7OY1i3SKwdgPmyBmuSMmw122rwC6tmTO0g5FcXPEVYqRyOKqhblsKuveuAIce9JtNRp8pqY/MAa3Rzjh9ykozxiimIM0maKSgB2aXNNxS0AOoyBTeaaQTRcBJGFeofDiwms9JurmRDi6ZCFJxhRkZ/WuV8LeCb7xGpvNoj0+KVY2kbrIx/hUd/r2r2mLw/eaTpfnTRIkQ2qqg8j04rCs3sjpw9lK7LVq+6EICFIHJY5NZHiAYtmOc1r2bZgIEfJ6Z61h+JHxauo7DnFcR7FP4i38I4DJrd/cEcRw4H1Jq78W79jJY2Cn5QrSt7k8D+tT/B2D/iX6pcf3pljH4DP9ayPiuf+Kitx6Ww/9CNbT0oDwKVTNFfp+iOAJpMUUV559uFFFLigAHFIaKQnFAhRxS5popaAENRmpKiamJjc0maD0pKZAUUUGmS0JQRRRQIQioXFTGo3HFMmREp5ro/DU+dStxkgrID9c8f1rnMYNbHh9vL1a3bt5iD82FNbo5a+tKS8mepQkq7DPWnXab4iTzxxUKk+YCDg1cI3IK3Plluc3pcQtrby14Ecj/qxP9a2WcNAC3K4wSO1UjF5UpCj7zE1LudZMLyrDkVKVi5O+piX7lXIVix7k9aozNm1j/2nJ/ID/GrV9uE5bbkE8g1VuWBjiHQ5bj8qyxLtSf8AXU6svjfEQ+f5EQHHWlAxSAcUteOfT2FxzSNSHikY0DQxhTcUrGmg47GgqwxuuKbmhsk9AKQhVBZ3wB74qlFvYyk4rVi1c0vP9o2rL1WZP/QhWNPqtjbIztNuVRyUGav+Hb6HUtU0xIEd4rq6RAx+XjcATXTSwlZyXus8zGY3DKnJOaufSY+6K8c8SH+zviDeQ7AgugkycYDZGCfzBr2IcAVxvxC0BNS0YajDFm+sD5kbKOSmfmX6Y5/CvoJq8T4zD1FCpdmIYfOjU7iD7VLbIGZkzwoHX1qtbXIaBMelZT67Y2GsFJriV7h32rCgztH+NciPVsdRY3LaTqcc3/LF/kk4/hPf8Otd8pDAEHIPIIrz5ZRdWxLRsuegfrXS+GL83entCQd1s3l59RjI/wAPwropS6HBiqdveRvUUUVscRgeMNSGl+F72bIEjp5Ufuzcf4n8K8Gm4Q4GeK9W+K2oLb6RZWefmnmLn6KP8SK8sUrJH1z61zVnrY7cND3bnKy3pkd0H3s4ArT0zwQNc0u6mExS4XHlMR8rN3BrKnt/K1GSPHJPGa9c0C0+x6JbxkYZhvb6mqpuxFY8C1HTbrS72S0vIWimQ8q38x6ioEPGK9N8Z2UN94hmWRAcRoMjr0ri7zQGhLNBLuUfwt1rpWpxtmMeDS5FSyWc6EEp1GaiMbg4KnIp2HcSjPtUsdtNMwVEyTVoaPen/lkPzp2YropCitqDwxqM33YwPrVj/hDdS2kl4RjsWNFgujniajZsCt2bwzewr80sP4EmtPSPCZjcT3ZV2H3EAyB7ms6k1BXZpTg5uyPavhhosVvoFiXjw0NsjFT/AH3G4k+/NdX4sUf8I/KN21iy4x9a878B+IJ9H1j7FfySPZzx7UJ5EW3nP07V6F4mlhuNAYxTRsHdOQ2dwzWfOpQbNVBxqJM5a0i/cZLHgdK5/wATHFs2wfL3NdLZnMZTGcisHXLZ5Ld48dBnNcaPYpu0jqPhHHt8JzSY5e7f9ABXJ/FOYP4qRVPMdugI+pJrtPhauzwdtPX7VLn8xXl/jK4kufF+pvIclZig+g4H6VriHakka5NDmzGUu1zCopQKXGa88+1sNpQ3tSkUm00CEpKdsNGygLMbSU/Z7ijyz7fnQKzIycVE5yanKH8KjZOeKYmmRUU7YaNjUyeViCjFLtNG00xOLGmkp+yk280E2GE0xqm2E0xl96BOJWb71aekZ+2w4+8ZEx/30Kz2QbuWq1YzGC6ikU8q4PH1qloznqRvFrueqxjORnpV+3J2kHp2rO3YXeD1AIxWlbsrdCDW58q9yndR/v1A6lT/ADpip5Nu78A5xU14xF0m0gELyT25qCSLKbnfcOoFOyJOeuSXeT161SuVVhFknO0kc+9aMgDvIMAnNVZvNXyxHGmdjj53C4xzwcGj6s8QvZp2HHGfVJKra9imuKdkjtmpI7WXhvsTMhxzHKpJ47DPNJLAVAJF3Cp6boSf6VnLIqy+GSZ30+J6D+OLRHlj/Bj3oK5+9T45LRM+ZO7c4G5CMip4L7To1/diIn3Uk/rSWRV+rQT4noJe5BsplQWCqrOx6KgJJqG8MlswVUBdiAFJ7/h6d62ZLyWWIrBDJtYckr5S/iT1/Ws+S2Ctvmk8x2GCwGAPYe3869HC5HTi71Xf8DycVxNiJK1JKP4mXIlzIP8AWhR6JVSXTw/MjM5/2mJrYCIhwByKQxgnpmvdo4ShS0hFI+dr47E1nec2/mYZ0yIxyJ5eVZGHtnFdl8MdHxqWhxSoAIZJZBjuANwP54rLWJSRkAD0rsPhnERrFluz+7t5gPf5sD9KyxUEouSIw823Znr9VdSVpNMukQZdoXCj32mrXeuR8d+J7TQtJktJRM1xeQyLGIuCvGM5+pFeQ9j0YpuSSOT01C9kHGMY6YrhtTmWLxfdNG4Vg4cvj7owMitLRtT1wQxW8elySxHbuk3AHb3wD7VGfCN7Pr11KZD5LS71eYYZ1yDyB34xiuW1rnsu90d7YSyXGnrK6bFKgjPU+/tW34J8zbqWQfK85dpx1OOf6VgrJLbWe2Z0OBwV4rtPDcar4ftGUD94nmEjuSc1VFanNjHaFu5sUUUV0nmnknxhsLk3WnX45tghhPPR856e4/lXm9rP5chRq+ivEeiQ+IdFnsJjtLfNG/8AccdD/ntXz3fWMtrdS28yGO4hcqy+hHBFctaNnc7sNPTlGXwizFcGLzGRwcDqw7iuq1Lxhptpp7PZyLcT4CpFgjHueOgrinutgw5A+tVLqeN0OGBqYStoaVIqTLVjqF1rOr3s93LvcRpk4AA5wKr3xKuRUfhUNJf6keg8pQPrmrt2nm4RxiQnAOK76ex5lZWbMWZVdUzkZXt9TUcdksk+xASxY8n2FWyEChWGCDgZ9jTrYhXZ8jjGMVruYq6NC0soUmwyrlVzx61tQCKRVAC7u4x0rEt5WaQ4/iFbNtZyCRJc4yM1o7EF+BGViQ3y5qC8ZyzqGPPPFW5X8uLpiqEzfKW71kzREAg8+YADIFbNta4UZxn6VW0uD92Cep61sRoM8V5GIq88j2cNS5IjG0+K7jMcyBlxjjg1ctYp7SN1Nw8yk/KrjnJPc1NCoVTU+3epHpzWdOTvY1nFblqzyuCBgHrSapGZLWVlAJK8cUtphuCuSBVuNRJlWHHpWqNFoWvhe+7wvOndLyQfyrgPHOjva+Kbx4AXSV/Mx3BIBI/M16B4DUWMuqaeW6zCeMHqQRg/qP1rB8ZAya9dTwfMyMIyvqQorrVKNWHKzko4ypg8TKpDqeZkbWKsCpHY8UoI9Rj611rxw3at5qBnz82RyKgNi0RINvHPxhcgA1i8B2ke1Hid296GvqcuSv8AeH50xpoV4aRQfrXQ3kdvAo3WoUKeWCZ/Csq4eykThowx5+ZcY9apZeusiZcUT6QX3lEXMJGRICPbmlFxEehY/wDATVyCBd/VcEHAXtWraWe3IVQSeRzVf2fDuYviau9oL8TnxPEegb/vk07zEIzhsfSust7bfcfNCvAznFaEdna7gojToCfrS+owXUP9Za/8i/H/ADOEHzsEUMXY4VQOSajCFwSiOwHcKTXoKwQRatZqsSofM3Zx3xVfTQkWm3LOynarY4xge/vxSWBj3K/1mrW+BficAZY1XcSQvqQcUGWIEAk5PtXWSFBpkahoS7HP7xMjAYckfj0qt9lHnh2Vc5xwuP07VX1GPcn/AFlrfyL8TnfMjI6n8jSgr7/ka3wrROAbdWAY/dPY1aa6CAD7ERwC2FzR9Qj3H/rLW/kX4nMhGb7qsfoppsgaNcyK6j1Kmuvgns5G3NlecN1BH4VPssXfibeMjALGl9RXcf8ArLV/kX3s4E3VuM5mX86jN3b4/wBav4V6BItrKVWWC324P8I/rVWN7IgpBp9u7Y6lOufTFNYGPch8R1ntFHCG4gJ+Vi30UmtGztJiBKyGOPr+8G0t9B1rpLxpUQrHDHBkdUGM8Vm2qhg80m47dwVmbpwf0prCQW5jUz7ETVkkjurR95AHRf8AIq7GdrgjINY+kOX8onOWQMOeoIrdjAIDE8fzrma1sJSurkbpvuZJWxhcKoqC4G4A78g9x2q8TwABk8k/WqV4rImFAIPXJqepS2OckkEd43I6n8qJHDPEyrkjzeOPRfWoJldZ23A+2aD/AMfQAbOxSv47c/1r0Mvi3Vv2ODMZJUrd2LuxH5bR9DuBB6fQ0+K5lRyqbwD6NgZqIsucY6HGaciNuz2z6V7ttDwWyz9qnK8l8+/NAnkbjc4/GmKDjaQ341LtGcn8CD0oC41lV8F2LEDnJzULhChxjipTGwJ2HPHemhA64dBnOelNCZEsTbThxg/7NMeIEAM7Nz9KsfZnC5SQjJpj2s3eVT/wGqTIcSu8YUbgnQgmuw+Gy51WH/ZtpD+bCuNuFaKMlpCcAnp6V3Hw0j/4mczE8pagYPXJIzXPin+7Zrh1aR6dXO+LvC8XibSvJDiG6hJe3mx91u4Pse9dHSV453ptO6PB7f8AtSwlexuFMNzbnDKRz+fce9aiahdbRvAB9S1emav4c0/Wmje6jYSxfclRtrAenuPrWdL4D0qSNl867BPRvMBx+lZSp3O6OLSWpx2l2Vz4g1WO0eQrEFLyOoztUf1PSvVbeCO2to4IhiONQqj0AGKp6To1notsYrVTljl5GOWc+5rR7VcY8qOatVdR+QtFFFUZBXkPxP8ADz2moDWreImCfAuCo4RxwCfqP1HvXrtQXlpBf2ktrcxrJDKpR1YcEGplFSVi4TcHc+ZTMgHKAn3FV5Y3upEht4DJLIQqJGmWYnoAK9iPwg0s3e8ajdiDdnysLnHpu/riur0bwlougndY2CLL/wA9n+Z/zPT8KxVJ3OiWIVtDxZPCreGIUguQBfyxLLcoORGxzhc98DHPrmsLWF/eCRfTP4ivV/iBYNDqYvMZinjAz6MvGPyxXlepxPlmDblPb0rrhojgqNt6mOdrwNMF3EsrFfoecVFtJk4ACgfKPapbWVLa62Sr+7bHXsRTpUKySAjByduPTt+lbQIuWLDImyT2rp4Czqp4wOOBXJWau7jHUda7HTkZYQGHanJkkVyxMZH41SZmJ2HvWheMvIB6daynm2vu9KwrS5YM6KEOaaR0NsoiiUD0q/AAa52LU0Ea561pWGoo7ZJ4HWvHkj3EjdGAvSpoAX3fSs37dCz7Q/Wtayw0JYHqaIL3hNXL1siqoAqbaFYnNJbx7vwqSZdimtgbMm5uZ9PvotSg5kgOSv8AfX+JfxH9KwJNUh1HUNTuLdy6SXbuhPoc4rpbqMyWzjI6elec2B+y65qlow+U7ZAPTPeuvDy6HFi4r4jbeNpRHcRMROnysQOozjn1+tWBeAjbMdr8YJqnbXZWdycAJhh/nvV0NFIAQFbjk4469s112OEglSN0Z2xwcnNZl1b25I+RSuM+/Wp9RijuNzRvIjHgdcNissR3kUZJ2SL2BPT2polj0063e43qGTnHBq5DbzxsJILknIyVkHNVLa5ljjLS2rdckqeBWhFd2rOBhkOOdwpsEXTNeRq4e2BRTwUPX3qxZTxFsurox67hVfzo9q7HBZiTgfzq1aXBfb5qhmCnnrUsZcS3LXsc8Z3BSSADnop/xrBtmB067VTgEnp7Vsi5jhvrYrlfMJQlegJ74rmrm7t47G5RXZS+7cSM/Nkj+lJbgyGKQTxKYMpIQAuwbnPI5ANXJle3kBfgCQr8zc9+TWZpbQfZHMgLxCP94wbBPQ4Bq5qOoJcvHassEEKYMahwcDPcjrVdRdBPtCKZfcZAB4A+tSrqSltvDKBwP1qjcRKkhjRlIK885Gc9M9Ka1or4lJ2Ej+FqYGr9qjlRWjK5HHarMLwMmTCu7rnvWHa6aUI+Z88Ae1SQ2UiSMynbk9T+tFg1N6NbMps2Kqk9gOTxTbm6htkzCisfugKozk9OaqoqlihASNmzhR0FWNY04WVxE4uvODrmNcbdvrjHaoZRja55tvcBLhGDMAd2c5Ht6VQhdo081Mt1wNvGe1bGt3sd+8TTK6yKnyjHDA/yrEuJnjj2DC4xx2x2pdBnWaM7taWb5JbykPHrgV1Mcefm6ZPArk/Bsfm6XaSAkqkZXJ9dxrswAMAjrXnS3Z69L4ExoXGKr3K5Hqa0ioGOgrNviEPB4NTYtSuYFzEomPc1zqzQxandASZxcPkEH5crXR3HD5rkdT0+4tNbuLyDCpcFHU+rfdNejlrXtGu6PPzJPkTNx7mzk+XcD61PDJbsy4k2855NVIZEkVPtVsBuH3lqUQQSP+6IX6nFe0eMXvLlIJRo3HaosSEYZMH0FMSCWNsqx21ZBYkk5NIViJUO7kEcelWAoYDJGO9PjchiNvFWTGrjBA+vSpci1EpFUWNmJxVeYHAKyH8q0CkY4wPxqhqF5BbW7O7ZPQKvU+woTJaMHVLlUdIGYncd74/uj/E8V3fwsle41q/fHyJbjP1Zs/0rzJla4uZJpSGkbkqDwvov4V6z8IrTZp+oXbA7pJVjz9Bn+tZ4l/umOivfR6VRRRXkncFFFFABRRRQAUUUUAFFFFABRRRQBxPxHjc6TbTH/UpIVfA6ZHB/SvHJ4xuIDbh2NfRuoWEGp2EtpcLuilXBH8jXz1qllJZTsuDhSRz29qqJnJHO3saljvTj+93FVI7h4sCQ7ohwT/d9605yGyDWTNHyxTitUQdbo0ETRpJhWDYww71vEhAVxwBXk8Gr6hpc+63kKqGyYzyrfh/hXomnavBrGmLdQ/K3SSMnlG9P/r0MEtRl5kkn1qj5W87atXDsXK9u1VraUeYc+veuPFN2sd2EXvNlC9hlS/t4Y2wMbnHqK0IVNvBJK7lUUZY+gFQQSC5v5rjOQTsQ+gH/ANfNWNXKjTUgz81xIqYHXHU/oK4T0UxNPmluJUlDHaeRn0r0PT4zHp8G7723J+p5rj9GijLwRkAKWxn2rto2+ZFA4OOKuC3Y1qzTgcIgz1qDUbtYocsQPmA/WmytsUtgkKOgrJl0/WfEOmSz2Fm7wvlYmLqrBlPXBPqKvlb2BtLVuxu3EYWJec15zqkccHjc7MDzrQ7hjuDXo0cdz9jWO8RVuUULKqnIDAc4NecXaed8R4kKqzrbkxhjwTuH58VtR0kYYnWmXJIDEr7lWTOM8d8VRMk8KrtVjEJCTj0rZ1O3fS7+SOchoJMsjf56dqgSJZ0CgjZ6qOoruTvqeWzJlmLyCIyAqTncF6HNQ71aTajhdv3scg1aubHytzbmGBj371C8K+Ww2EFhnrVCEWWQRjBBHHTuKtO6AqWQEsABkVDaxRjbnDEcZK8gY6VZlg2lMMSrEc7ensaQ7CNHbOVyVDdcDirEaAMWil2gDhSarG1DMoOeO9WVgKsuTgAg8c0gJo0d7m0AIG2ZGB+hya47W7tlvLi2jPyea546Z9M115laPy2QHenI5ridVtykhKRrsEz7sHk4GQTn1BqL2ZSV0RNdzyaIYMBI0JZmByHz0FWrS3S4u5VVM+UUUAHJAwPzGaq2Vst5NDbeWQmDjAPOfU9uhretbdLRZSh64GSOTjvVp6kssR2hQoWGF5GcZp4+RCODGDjafrxTfOdz8jFQWyAehp7zgqU27skHIOOlUIfGwSXY4fGMjjg9asXDnaqIpyoA4Oe//wBemQqTMNzbTjIGe/8Ak0rwsivknPGcHmgYyGZgjKuNzfeNLc3DukSBkKp1yvJ+pqAoyOx3lBjODSmNigJySTnjt+FKwEbyLKA/DE8AgcD2rmtbmRLoRqRyOfc1vSqQDyR29+DXMXCLNr8cMkgwSV55GccVM9EUtXY9O8CQMPCttnu7sPoWrZn1GOHVba0LDdIGY+wFO0CxXTNEt7XqYowpPv3/AFqHTvCkuvX82txXgjkgd7aOORcoRgEtkc5ya86zlJ2PXUo04LmNksHxise84kYFj0/KtS1RliAkdXYZBYDANYusTIknB5akWjMkyy5PbiqWsgjTI3RVJWUH5ulaEnESEkfMM1U1JQ+kzjAbZsf8jz+lb4V8taLMMVHmpNEFtITbR/uhyvTpTjHGccFWHocVWsJVa3UK27GffFS72DAAnB65r6M+cuW0BUthsgVct8spJHaqMA3KcjkHFaMEYOPm6GokykW4Y/lAIU/hVtYEPJUe+KZBEexyPerqxkiueUtTVIzp4EIJKgGuE8WxyJc2ohBG5GAI/h9f0r0iaDIYN0rzfxJeLcas9rASRANhY+vfH8q1pu7M6miMyxtgijnPPUHNe/8AgazNn4TtAwAeTdI34n/ACvENJt99yiqADkD8K+htJi8jSbSPGNsS8fhWGNlZKJWHjq2XqKKK846wooooAKKKKACiiigAooooAKKKKACvHvHGnNaa7cBkUQ3H72Pb056/jn+dew1w3xKVW0y0zEC3mNiXuvHT8f6U1uTLY8Mv4JIZmDHKH7pFZ0wKpkdK37w5dg3K+lY13CyjKnch5FbIyMS4AZ+RW14OjY6ldmMkItvlx6/MMf1rEuAd2eldD4IyJr9eCSiH8MmhgjpmhLjd3rNubSUBgmVJGAa3WXaAPSq7DfmspU4z3N4VJQ2MWCH7Iqp2UdaZdObi8hlydsIIA9SeprRnjDZx6VV8kAZxWaw0TZ4uSRIl4yxFEyGIwCO3vXoFhO9zp0E4zv2bv8a8+jg3SKffpXf+F5VOnrG2Pkcof50qtGMKd4mmHxEp1bPsapRpbcsvQiuR1j4kv4X8OzaLYxSxap5r7ZXThUY53D3zxXZ2pWOSWMnjPFcP4z8Pxape2pCgSlmIbbnAA5/pXNGVmd86amrM6LwbezXHguwuLl3knkiJd2OSxyeSawLwQ23jyzuJGVWMDqm7uwIPHvjNbnhWM2nh6OzZjLJBlMgYz3HH41zPiaKSTxLpbMpjGWUHrgleKukvfuZ4hWptM6zxdcpMkNpHErkZdj1wDwPzrlXt/IGIZCgAzs6it2WaN5mckseA3HXAxn6U2a0hlG5Su8c4J78ZFd0dFY8l6s5qWa7B2MA4A6+hqussnmndFJtwfmQdcVs3NqWZiFAxyCPXNQR2pk4jCrjOf/rVdybGbFeNHIFaKXnvjpVpL7LKPLmxnqBV1IQGy65PYDtU5hjCjAx17dKTYyNbyPfzDNtA/u8c1K0y/LsjdgepxUL3CROMudwxip1mVowQr7m68YxUjGja0hLxuB/C3UD8KxbvTxMYkEYkLSgOEBGQQVzntyBWpM82w+Xx7BsZ/Gufi1F49UkUsRIhyQD0G5T/ADpMaL2mWiafGyqqq5JBKk568CluoEcyOuSx7E/douLlJbpw4frkMOKjQyy7lWUszDv9OKpIkhFncNlQ+4gZHvUqwXCZdypwOxp9vJPGv72IbQeTmrcd3Gd8bkKwwCrDGe9VcDOBuVYExMXx06g8U9J7gSY2sAfTuavR+TIwRXyoyo9sU2NAZ/LDKQW6HpRcRXjuRIxaaB2yMHaKklcrlYo5CAOGxWrsVQCi5HOcetK8attDBlGdpouOxzkwnK7ymAT8wIxisXQLMXXjSzD8hHMh+ijj9cV1uooqW0pBJIB6fSs74eR211rt7cTyAOqKFBHYnk/oKyqv3TahG9RHpLuYbZm9Fya5bw94n1lrw6RYSJ9nk3s5ZAfLBPJz71oa5qBWD7DaM0k9y2xB6D19gKl8KaDFoVvIzSNNI2Mu+M/TjtnNcCdj2HFNao2rk/ZLf5jgqK49p/t19ITk7OD6fStbXr8tkKcgcAf3j6VnQwi0tQvWRssxpCvYjmfzZAqg7V4qTUY/7P0eSWTDM65Y54Ax0Fcz4+ub7SPDsD23yfaZwkjdwuM49s/y+tbmnX0HiPwSZGcbhbOCAejAGtqUWmpGUppqS7Gdp1qxt96t8rc5HerQSQOPlyB1x1rM0G4lFkrDO3+6a1lvYs4dNreo5zX0h8uWYF2kkhvTFakCg9DjnvVG1uImGNw9cGta0CY3EKRmsp6GsUXIF4q6BhR64qCJFJ447VbVFxiudvU2RDIMjmvLbyOO51G6I4VpWIYdRzXqrrgH0FeXWsGLpz1jZiQfxNb0XuzKr2NnQLLEqlx8w7jvXuUK7IY0/uqB+leX+HdP+0XlvEmSGYE+wHJr1OuLFyvOxvSjZC0UUVymoUUUUAFFFFABRXz/AP8ADTX/AFKP/lS/+1Uf8NNf9Sj/AOVL/wC1UAfQFFfP/wDw01/1KP8A5Uv/ALVR/wANNf8AUo/+VL/7VQB9AUV8/wD/AA01/wBSj/5Uv/tVH/DTX/Uo/wDlS/8AtVAHv9cv49gkm8NOyLkRyq7ew6Z/WvKP+Gmv+pR/8qX/ANqqvfftHi9sZ7ZvCQAljZMnUc4yOuPKoAz7+E7jgVlSYVdrjKHrWNP8RfPA/wCJVjj/AJ+P/saov40DqQdP6/8ATb/7GtFJGXKy3qVsUUspyDV3wPOE1yWJj/rIWx9QQa56TxT5isrWeQf+mv8A9aoNL8Q/2Zq8V+lru2E5TzMZBBBGce9NyQcrPY3IaQj3qu2UyK4f/hZfzFv7J6n/AJ+f/saa/wASd5B/sn/yZ/8AsaXMi7HYtzu21CwOCT2rkP8AhYY7aV/5Mf8A2NH/AAsJCpH9kn6/af8A7GmpImSbOzt+HYjpjrWlpGptpd2WlybeTAfHOCOhrztfiIqqwGk8kYz9o/8AsaZJ8QvMjC/2Zjj/AJ+P/satyhJWYo80Wmj36SaLKTxuGDgHg1l6ldl8fLtA43N6V4tH8RpoohGtlIFHQC6OP/Qa3LC7lvoYJZNxMkYfBbOMjNc0cLCXU7nj5RXw6na2WrnTL523+aJWAIU8L7j3qDWdRW/1KDYGX7NN3A5I4/rWYikqAOMHmrrQB5Hfb8wcdK1dCELWMPrdSpfmNmKVg3AyH4zRHGrOcjDc8rmqVrJKqFQTx1GK0InBYbEJ29SRTIEltcKixs49dxqSK1b5sSAcnPHtU3+sVl7/AE6VZhiJcn7uOcUAZjae4IkkuH2+ijrUcyQxpuCs5GfvHqa2HXKhB1A5I7VQeJUjLSYUgHjrSuMzEBEgbaqZ9BRKzklVYO4P8NRTyu+Vj+RO5J+Y/wCFNuLtLaD5TjPXAzzTERXDyhAVZQMHdkdK7nwn4I0rVfBNu+p2qm4uHeZZ0+WRFJ4w3pgA46V5rD5+pXUdpFy93IsSeoLHFfRtrbR2dpDbRDEcKKigegGBUyBHzrKTPBJIpKlJpIg3f5WK/riq0DTRTh94APPTIrcvtONlrmtaY4Kqt1I8ZI6AtvB/8erJubeSJuVJUHgjvWi2JZqQAPGCzBiRkEHml+xxSB1YBj0AI71UhhYQiSOV8A7sAdfUVbkkYnzFyG4wDxQMhezQlmRvLZcHcOM1NBaPG6szfKw45zk1KjFgc7SA3U9uM1ZhUMkYI+XGd1AFfZKgV+CMZ46k4qf7QxTbInzg8H8KsNCixqASo9PenEBgu4ZOPSgZz+oozxOmOT3z19a5RbKSyvEmjdosEncrYbpXoF1GgXeQMHgDFcxfwF5kwMcGk0mhp2Os+G+iPrjag9xeyiS3ZNjkBvvZyDn6Vva9Y3+gEtJ5k1kVz9ojjyFPcMByPrS/CCPZBqzBSBvjHPfg16Yyq6lWAKkYII4IrmlTizohiZx63R4tbeTeFbhZRNt+6o7GoJ9Tt7e9ktpCfOTBOR8pz6HvXaeKfBelW2nXeqWET2tzEu/ERwh55+X/AAry+5lsr238uWbZKpysmcMprN0pJXSO2lWp1HZsv+I7RPFGjPYhgkud8Tk8Bx0z7V5PokmoabrQsJJZ7dfOCTRbiATnuK9Dh1b7JF++dJMcbkPB98VQ1Z4NR1XTrqCNXmRx5pXuuRgH1rqwcJc6Uloc2PlBwcoy1L1mWgMZC8bcMK01ZJMfLnn1qvFGNp3Ag8gEfWnG3fOVOR0yte51PARpQwRnODx2zWzZxsqnJGPY1hWpcKAR+dbtmSQvPtWFQ3ga1uSMbuuavLj1qpGOM4qcAgcVzM2RBq5ZNJu3DYxE3SuH0qDdtBHvXWa87Lol1zywCj8SKxdLhVVXIranpFmc9ZHc+DrHbJJcMBhFCr9T1/SuyrI8O2/kaPCSMNJlz+PT9K1q82pLmk2dEVZC0UUVBQUUUUAFFFFAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXrGiKp0awfGCIEGe/3RXk9ep6LO39i2QIUYgQDj/ZFb0N2ZVdjdUnLHGBjAx0rW3Au5x/d6fQVihiQcH5Qa34hugt3AAzEA3qa0qdCaW7JbeNC/Hr1/Cr0AAwyhsE8/SqVuSkuc8HpV+NWZFIwdo5PtWJsTtsjk4xg4JJFWYjkbl7HqO/FUgrEjPGPXnNaMCqibV/vUmBGVZcnb1XBArKvQF+aVgSOi+grYkkUhwGGM1zWpTYbnOSTgmgZiXl4VnYEnA4xjrVK4kLxgn60+dXkLt3HIqrOSqbB8zEjrVoR13w707+0fGkM2z91ZRmY/72Nq/qf0r3KvNvhFZ7dK1DUGALTziMH2Uf4mvSaxluM8p+Ilg1l4kttSX/AFV2m1/Z1GP5Y/KuXuFEhMbgAjofX3r034k2X2rwhLKFJa2lSXI64zg/oa8wixPbRE8uowG9fatIPQllW3domKL0B7dQa1ViV0RmbDAcqe9UfLOfOjQBsncCKvwt52eMErkex7VTAnaKJipAwy9171ahgCxlVDEHpmoILdi5wSVChvfNXIzgIgYjKjg9qQxqRuQBjkE9RTHj2H94wLDjArQC87jg4I+uKrtAvms554NK4GPdZAwc4HtWLKA90O/HArd1P93jb37CsJDmckjB+neqQHp3wvXFlqR/6bIPyWu/rhPhfCItHvmySXucn0+6K7usZbjMvxHGZfDmooBkm3fgfSvmO/A85/c19UXcYltJo2+68bKfxFfLepx7LyQDnmuvCPcwrbGaFBK4rQst0cgZTjGCD6c1ViTaCD3q7FvtyH2hh34r0UjjbOhVmChs8MT/ADqSKYYO84PtUDrvAbHc0sQBPzDJGOtWgubFvKD15x61r2JV8kKOPSufhJVgMg561uWYIXGACfSsKi0NoG9Ds7FuvepsjpmqMUhxgnmp9/pXMzdbFLxB82kEDqZUH61Q0u3aaWGIA7nYKMe5q1rjb7SFMdZc/kK1vB1n52pCYj5IF3fieB/WqlLlp3JteR3kUaxRJGv3UUKPoKkoorzToCiiigAooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvSbC906LR7Hdf2+8W6BkMygqcDOeaKK1pOzM6iujZTV9LWPjUrPOBn/SF/xrXg17RhAgOsaeMDgG5QEEH696KKucnYmnFJlq38RaFuJbWNPB6gm6j/xq4PE+hiMBdd0wcd7qM/1oorM1JR4m8Pqg/wCJ5phJ7/a4/wDGnjxToCkMNc0vAPI+1x/40UUAV5PFegn5hrWnAEYIF0n+NZOoa3oV1FldYsA3b/Sk/wAaKKBmLca3pYTamo2bMeP9euPqeayrnVbJECrfWzuTywmU/wBaKKYj3DwH4l8K6P4PsYJ/EujRTsDLKj38QZWY5wRu6gYFdL/wnfhD/oa9D/8ABjD/APFUUVkMrX3jDwZfWE9rL4p0MpNGUIOoQ9x/vV41FrOkWu+E6tp5KOcMtyhB+hzzRRVREw/t3Rnl3f2tZAAjI+0oM/rV/wDt7Qwfl1rTsAHAN0ncfWiirAkh8R6KjBf7a08ADg/aox/WrA8UaJvXOtaaSMfN9qjH/s1FFAFs+KNA+X/ifaXkn/n7Tp+dMbxN4f4H9uaWeP8An7j/AMaKKQGTea9okuCNZ04/S6T/ABrG/tjShKf+JrZY/wCvhP8AGiihDPT/AAB4s8M2GgPHdeItIhkaYttlvolJ4HOC1dX/AMJ34Q/6GvQ//BjD/wDFUUVD3AafHXg8gg+KtDwf+ojD/wDFV87+ILzTItavI7fUrOeFZWCSR3CsrDPBBBoorahJxehnVV0Zseo2mcm7tx/20X/Grq6zZRkH7XbMD281f8aKK9BVZHL7OJrzaxpUjFxqloMk4AuFH6Zoi1nSwMnU7Pr/AM90/wAaKKaqyH7OJbh1vR0dT/atiMHn/SE5/WtWDxJoiuM6zpwHvdJ/jRRWdSpI0jBI0ovFOgBTu1zTM/8AX3H/AI1OPFXh3aP+J9pf/gZH/jRRWDmy1FFHVPE2gy+Qqa3prYJJ23cZx+tdf4V8VeFLDSczeJdFjmkYsVa/iBA6DPzf5zRRUVpNxKjFXub3/Cd+EP8Aoa9D/wDBjD/8VR/wnfhD/oa9D/8ABjD/APFUUVymgf8ACd+EP+hr0P8A8GMP/wAVR/wnfhD/AKGvQ/8AwYw//FUUUAH/AAnfhD/oa9D/APBjD/8AFUf8J34Q/wChr0P/AMGMP/xVFFAB/wAJ34Q/6GvQ/wDwYw//ABVH/Cd+EP8Aoa9D/wDBjD/8VRRQB//Z", "path": "002844.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002845
Men Tshirts
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", "path": "002845.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002846
Men Tshirts
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", "path": "002846.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002847
Men Tshirts
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LkUALS8U3NHNADs0mc0mDTsUAJRS4paAG0GlNNoAK9i/Z204T+MNTv2/5dbMIvPd2H9FNeO12/gTVvFug2uoXnhmzkeKVkiuLhLbzdhGSF74zk9vSkxpXdke+eOtQWXU7WwjO5oUMkgHYtwB+QP51yF8+yBlI49DWfpmo6jqkYvNUkeS/lUGUum05HAGO2KfqVw/2WRSTz2PP69q45u8j1qMOWCRg6p4mfTZLJbSGLzY8mV5BzIHPC57ADH45ruNOmkdG/dKnOOGz+VeN6gTLexxiN3aVvlQA/Mc9q9l0pd1qshVkbH3Sc05dB0upNdsqxjPrg1jaRp02q+KLeC35/ehy39xFIJP6frVrUfOubuGxtkLzzMFRR3NeneGvDsGg6eI1IkuJOZpsfePoPYdqqnG7uZV63JG3U6Ciiiug8wKKKKACiiigAooooAKKKKACiiigAooooAKK+AKKAPv+s3VNVsNGsHvdRuo7a3TAMkjdzwAO5J7AcmvhKigD7s03V7PVrcyW5nAH8M9tJA2PXbIqkj3xiqll4p0jUbx7Wzu2nZHMZlSCQw7xwV83bsJzxjdmvh6igD7k1LxLpWl3kdlcXLm9lXeltBDJPKVzjdsjVmC57kYrRtbmK7t0mhcsjDIOCD+IPIPsa+CqKAPu7TNStdVslvLKfz7dmdVkCEBirFTjIGRkHnoeo4qH+39MNrqVx9pLQac7pdOsbny2RQzAYHzYBH3c88deK+F6KAPt7/hMtM/59dc/8EV7/wDGafe+KtJ0+5gtZ55vtVxH5sdtFbSyzFP7xjRSyjtyBzXw9RQB962l1Dc26yxSFlPTIII9iDyD7HmrVfAFFAH03+0FqbQeHNL01GwLq6Mjj1WNcj9SK+dZDk5rOoppgXjg03oap0UXAu4B7U05HeqlWVkARQRjj0oAdkGkwvrRuRqMKe9MBjIvbApuypdo9aNo9aQEW2k21NtHrRtApgEUksWTFI8ZIwSjEU3byT3p3ApCRQAmKWgcnAGc1o3egavYWK315pt3bWruEWaaIorNjOBuxnpQBQTrTZOGC49zzmm7hjqPzoB5JoANppQtLnil3UAAWlxRkUZ4oAMUuOKM0lABmkJoxRjmgBKSlxSUAJXR6F4o8RaJaGDSdUurS3aUu6wnALEAEnjngCudA49q7HQ/CWqPFHLLY3YSTDgCF+nY9O9RJ2RrRjzSsemeF5m1nS1vdSZ7meZcyTkAsW756e35VR8WSJp2jXMsOQW/dxB2/iNS2Er6LZCGKQIOvlzKR9fQ1zWoQ6n4k1aJLiRPIU8bBhVHfHqT61g2nuemotaIo+DNNma/e6ujlj8sbEnHJ5xmvV4m8m0weABWNZabBY20aYyFGACav21pqWts1tpsDyYO1pTwifVv6dah+8zTSlCzOk8AaYLq7utamQHDeTb57Y+8f6V6JWZo2mx6Po9rYRnIhQKW/vN1J/E5rTrqirKx41SfPJsWiiimQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFWl+4vToKq1ZVvkX6U0AFQR0FR7SOmPzqTcPSjcPSmBHh89qT5wetSg+1GcUARfvKP3lSF8Uwue1IBMP60n1JowSamtbaS6uoreFC8srhEUd2JwB+dAHqXwN8Gtrvin+2bqPdp+mEMNw4eY/dH4fe/L1r2n4seG7fxJ4EvxIds9ijXcD+jICSD7EZFa3grwvD4R8LWekQgF413zuP+Wkp5Zvz4+gFQ/Ei5+x/DjxBNnH+huv/AH1x/WkB8XHAPA60lPk603HNMBBn1NKC3rTgKXFADctS7mp2KXAzTAaHPpTt475pdooxQAm7PejPvS7R6UYFABmkopVGTigDvfhJ4VXxT43t4riLfY2a/arhT0YAjap+rY/AGvrgAAYryn4EeHhpngl9Vkj2z6nKXBPXyl+VP/Zj+Ner1IHKeMddTRNMURRRzXc52wrIu4DHVj9P5mvNo/NuLkyzeZdX0zbjhdzMfYCvUtf8M2+vy20skzwyQZG5ADuU9ufpV/StFstHh8uziCk/ec8s31NZyi5PyOulXjShoveON0bwRPelbnWQYo+q2yt8xH+0R0+g/Ou8trWCzt0gt4kiiQYVFGAKsUn41UYqOxhUqyqO8mOoooqjMKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACrKD5B9KKKaAdgelJwOcUUUwGM+3oKbkmiigAx3ooooAQ16b8DdCh1n4gR3FxtZNOha6CEfefIVfyJz+AoopMD6urhfjCM/CzXPaJT/4+tFFID5BkHNMFFFUA8UdaKKAFFGKKKADPNLmiigBKCaKKACnxrvYLnBY7c/XiiigD7i0TT4tI0Ox0+EAR20CRDHfAAzWlRRUgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH/2Q==", "path": "002847.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002848
Men Tshirts
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", "path": "002848.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002849
Men Tshirts
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", "path": "002849.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002850
Men Tshirts
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", "path": "002850.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002851
Men Tshirts
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", "path": "002851.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002852
Men Tshirts
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", "path": "002852.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002853
Men Tshirts
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", "path": "002853.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002854
Men Tshirts
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7npUGxz8t6Jp0O0jnuat3tv5lsJAMnvUc2n7pRtzWoYh9l8pvTFJmi7GbpVks1wJSi7Ilzn1NbMkig5LfpXKadd6paay9pEwNq5OGxnpW9PDJKFLMTk84qJXvoS4a6g9wpJGxmHtWedImupDjCDqM1spDHEADxx3qaO5jU44z0pcrZXKkjmn067sXIkXdEB98dKtQS8DI5xyMYrTuNQtLu8GmiZPPaJn2A5IA6nFU308Rfdbp70bbmTdxZJkRc9DWdcXxYlUGaLmM5x1qJYwOMflS5xqJX8uSZsyMfpVmOIL0qVVqVVoVw2BUJ5NTKMHNKq8VIiVaJYigHmrSXKWVvLO5xGkbMT7AVCseDnB9a5rxNezareQ+HNOJaach7l1IwkffPpWsXYiVmila+GJb7wXa6xbqTdEyTSRg/ejZyQR7j+tc1qFr/ozSbTuAr22wijsrSG2t1AjjQRovqBXI+J9Ft7e5EyBRb3BIUHse4rS1zncbHlOnwGa6Uv0HSu801NoHHSs5vDclu5ktx8pPerKtcQQbTHyKzlFp6G1NrqWp5RLckYyB6V3vw+00KXvHBy3QV53ptvPcXIVkI38E47V7P4fENpp8cQKggYNaU4u1yK01sjeHWnU1WB5B4p2aRggooopjCiiigAooooAKKKKACiiigApCcUtRuQAdxwO9IDxf41axuvLLSkb5UXzZB79K8O8Q58i15J5b+QrsfG+sNrfja/uM5QSeUuOwXiuQ8SgLDagerf0rN/GjotamZmmxNLLIFZVIXJ3cdxWstiAAZLqJM0vgzw9H4jv7q3lmaIRQeYCvc7gP613cPwwsT/rbuV/qat1VDRmCpuWpwrJpycSXg4H8Kimi40qMZBlkb1BxXpUPw60SEjMJkPu2a0ofBulQDK2MeR3xUuvHsUqLOE8MeJTb6pHHEkzROcEO5IxXqwns5RnH5NVCPRLSI/u7aMegCirC2e3jaAPpXNUansbwi0tSYrZEZ5H403ybNujmmG1AOMYFDWaqAQ2Saz5Sx32S2PRyPqKjayhAO0FqcLUjo/601o3X+In6GgYLZR4zgik+wqwyCRTC0g/iakaaQH/WEUMB50+Qnh/1prWU4H38+1ItxJkfvKPtEoJy4NNCGm3lUYL8elRqsnzKzgrUxuJsDoaa0z5OYxRcCuAc9CPeu88DaUYbRtSlX95P8seR0WuT0q3k1HUYbWOP77fOfRe5r1aCBLeFIYxtVAFAHetKaImyVuetV5FwpPpU5qpeSGOA81qyEZVzNlyM1QmAZSSc0+Q7nJNV3Y4ODj3pG1zyj4ieHZJW/tOBD58f+uVejL6+lcHo+sS6TqcV9bv90jePVTwRXvl0sMgdZRuRgQQffg14Frlguna3eW0QAjWUiP8AGtou+jMKmjuj3/RdXhv9NjuInBUgdO1XhIctx1rxXwh4lfTZBbTufJmkAyR0NesQTsQcnvUWszaM7o1UwcEdRTbnc8LDNVll2AcnJoedsEdaTLTItLdZYzJgB0citB2wML2HHFU7GNIkfnG/LH61rafpdzqLYUFIT1f/AApJDnMyHmmkYIil2bjaoyTXBfEXxLq2h3yaRB/o0jRLK8uMtg9APSvfbHSbTTkXyYlL93I5NeJ/H7SHj1PStWRSY5UMEjehByKtRRyzqt7HC+BNYnt/GVpNLIzvIWR2kO4kMD37dq9znYHpgivmW0upLK7W5h+WSM7wCcA881754d1yPXNFgvUIwwCuP7rehrOrGxVKV9C7NEDnHeqvlYPFXJDjvVZ2x0rKx0JjlVaeq+1RBgfSplzVIGTKOKnVcA+1MQlQDjj2rnPEficacVsLBBPqcvEcC8hc929KpEyF8SeImsmi0/T1E+pTnCRDkgf3j6CtHwz4fGjW7PO6zahcHfcTep9Fz0Aqr4Y8OHTQ97fv9o1S4GZZjzt/2R7CtjVNZsdGsGu76dYoRyM9X+g71pe2hnbqy7d6hb2FrLdXUwiijTLyP2Arwnxj42uvEmrRyQO0Nlbn/R1U8j/aqDxd4zu/E9ztUtHp8f3Ic43D1auYBA54A9c4H1q4KxhOV9D1bwd4mTU0Wyu5FS9H3SeBIPT612Rgic4kRQwOCCOhrzPwZ8Nde8T2jX8DiygX/VyyggyN7D+tdpYa3feHbmPSvFayiUHaty6nYPTLdDW8WnuRdo6C3tFVgVj5HQ4rUg+1AfIWq3ZQwyqroFbIyGXncPWtRYQABj8q6IJJGUmP0e/mDiKfPsTXQBgRkViJGEwcVZEzKo2uc+lYVIX2BSNMGlqgLqTHY0qXhzh0wPXFZ8jRXOXqKjSZHHDCn5FSVcWijNGaBhRRRQAUUUUAFc/401ZdF8J6jeltrpCQn1PH9a3ya8b+OuueVp9loyNhpj5rjvgf5FALc8XtWaeVpGJJY7j9TzVPxMv+i2jZ6u4/Ra1rCEeUGPeqni+yNrpunOT/AKySTj8FrCLvM6pq1M0PhQf+J5f8A/6L3/31r1vAxgIma8l+E6ltdv8AH/Pr/wCzrXrbKV9ait8RNL4SMDaSSuPYGkM208BhTt64xjmmb0zyprI1Dzs/3qDOwH3jj3prEHsQPelIXGQtFwF+0+ppTcZxg/nUJ27iO9MyF65AouBZ+0t2x70vnNg5AxVVmiP3WP4im5XHUEflSFZllpRwcA1HuVjyvWofLB5A4oEWelAyQ+WQPloUx9k/OofLkC8AfnTcuPUUgLB2knAx9Kb8oIzk+tRfMRnnNa/hnSH1bVF3ljbwnc5/pTWonodZ4R0g2lo97KuJZ+Fz2Xt+ddPTVRVAAGFAwAOgp1dEVZGTeo1nxWXqMpKkVfmbaDWRcsWYjtTKRnvyP51Sk+VW96uSkICScVRuXyoAOc9MU0iluZM6tKf3Z5ORXDHwHrPiKS9uIrJyPMI3ONuMV674c0sXt4ZpVzFF69Ca7E4D4Gcdh2FUlYxqSvofPw+CniHybSZGtVlk4nQtjYOxr2bTfCun6fplvaToJ5I4wrSk8sfWuhUZB6/nUU2Q3SqdjNNoxT4X0+UkoZI/oaR/CNswOLiUHv0reiXCg1LilYfOzAt/C1pA6s7vMByFbpW0kaxqAMADoBxT24FV5JCRiiwcze4SzDOAeR6Vzfjbw8virwneaaQDMyeZAT1Djpit4A5zmnY2fMMg+oNNEs+K3hkt7p7edSk0bmN1Ydxxj9K1/CHiu48M3bDBks5WxNEece4HrXrvxS+GrapI3iDRIh9qUf6TboMeaB3X/arwJlaKWRGyGViPQg+hp7gm09D6I0/U7PWrVbiwnWVCM8HkexFOkQ5/l7189Wt7dWMgktLiSJwcgocYrprH4ia3agLOYrlR3kXB/SspUrnRCtbc9hjQ5qyoII/xryuP4r3MYAbSo2+krU2++Kl5c2MkdtZJbSycCXzC20ew7VKpst1kdh4i8UfZpxpmlBbjVJONoOUiHq3pVnw74fi0eOTUtQl82+lGZLmQgFR/dGe1eTaZ4qudKV3tbaI3Ehy88uWZj61S1TXtT1ht1/fSyDH+rzhB+FWqZn7U9X174l6XpqtDpv8AptzyMr/q1+prynVtb1HXbrz9QuGlbJ2x9FX2xWd7447Vq6D4d1bxJdi20q0knY8M+MIv1PStFGxjKbkzMRC7qiglmbaMcnPoK9g8AfB2e8MGqeJF8m2B3x2Z+9J7t6Cu08C/CvT/AAtsu9RCXuqcEFhlIT/sivRgpJbP4n1qkibEMEMcEKwwRiOGPhEU8KPpS3lha6latb3ttFcQtwY5EBH/ANY1aRKkwKGM4V/C994ecy6C32qw5LadMxJT/rmf6Vf0nVrfUlZYxJFPGcS28w2yR/Uf4ZrqSB3GR9cVm6lodnqZDyK0c6/dniba6/j3HtVxm0S4oFUOpHfsaYkciPxyPWqMS6npz+XfObmH+C7iUhh/vj+taSTBtoUjnp7/AOFaqVzOxMme4qQoDyRUBkYEZ4qQF8cnI9qloNx3ljtxS5dejGojLt65FOVg/wDFSsg2Jhcsv3gT9KmSdH6Hn0NU2AHPH4Ug2N1GD61LiVzGjmlzWdvkh53ZHpUsd9GeGJBqXFlcxbzS01XDcjkUueKh6DQ1+hwM+1fLvxN1ca34+uip3RW/7mM/TrX0b4n1VNG8O318zAGKJiv+9jivkq3eS7uHuJeXZi7E9ck80pu0TWlG8jXsk3SxRDjntUXxJXZY6SnHDS9Polanh6387UBI33Vqj8UObTS27GSX+SVhS3udFb4CD4SjOu6gM4/0T/2da9d8p+oYkfSvJfhDj+39Q3dPsn/s617Dv2jATP41Nf4iKXwlbySOuBTXiL4O5eKuec4/5YqfqaaLtsYNugrA0KflSED5kprQuBg859KlneWYfu4wvuKhCzKB8xz7k0ARmKUcED60zbKMgjIq2omBB+U/XNWDIRwY4/wNFwMhg4PCEfhQVbbzGa2RLHjlFH0akP2dh8xKj1DUDMUjORhh36U0OcdCD9a2GitXHFzKvv1/pTTbQ9rph9UFO4jI3AHLZFLgYzurRe3QKf8ASlOP7yVQ1G6t9NtDPPco2eERE+Z2PQAU1qF7EllYyaheJbQE75PTnA9a9V0fSYtJsVtogCerNj7x9ayPCGkNY6fHdXMKpeTgEjGSo9K6bsDWsYmcpXF4FNZhjrSMcdaryvhTWpNiOeUqDnmsudwTkVNNNnPP61Qlk3U0ikVrhgQQTkHtVVbd7mdIYl5Y4AqWVhure8L2eQ966kZ+VM/zqrEydkbWnWKafZrAmMjliO5qXGXqVuOlRDhqDG5OBxULrmQVMMGmScMDTAeOAKXNRhvypQcnFNCElOFqmW5qzcHC9apA5frQBMpyelSEfIaagNErYXrigCjLJtcYHbA9/WvFh8ONJ8Q6jr1o0rWd9a3rGOdfmDKwyAV79a9jlOWIHNcfp8Zg+IOtA7szxQT9ewBB/UVSEeRa98IPEuj5mtUXUbYfxwfe/FetcPcWlzZyFLi2mhb0kQj+lfY0b7fmXjp0rz7xZrVz4o1Z/CWhJFJIeNQviilYF/uqcdaBWPnRsLy2Af7pwD/OkBBI6k9v8ivq3Sfhx4Z0/S4LWTR7S6aMYMs8WXY+/pW3beHdEs/+PfR7GP8A3YF/woA+RbTS9QvXWO1sLmZmIChIm5P1xXZ6T8HfFepbGnhhsIj/ABXD4Yf8B719LoixDEaqgxjCAAGkKsTnNA7Hk+hfAzSrG4E+sai+oYwRCi7EJ9DySfwr1Gws7Swtxb2NrFbwqAAsSBePwqcR5PpnsKkUYoGhyjIx09qlUkcUijjpTqYBvNBekIoUUgFzTlz17elAUU/FIBMZqtPYhwTGQjnqex+tWu9L9KabRLjc5x7vybn7Ndr5En8Jf7rD2NTrIwyu7GOvtWrdWcF7C0FzGro3VSP1Fc1dJP4fkBk8y40wtgykbnt8+vqvvWsZ9yJQNAyHOM8+9LvZe9NCqygoQQRkYPBH1ppVq6FZkWsOEjg53cU4XDdyTUOPcUhO2nyoV2WPMLdzTWfscjPfFVyW/vUhZvejkE2ywks8TZWU49CKnXWljIWZfqQf6VnGUkYqncSsUI5odKLKTZz3xY1j7fosOnWm945TulZRwMdq8U8r7MpTHJNe13yrJuDKDkYwelcbqvhS2vJPNjby3HYHg1w16DvodlGokin4et/Js/MPDNWH8UhtsNHX/bm/kldtbWX2e3ijIOF6nFcT8VWDW+lAHo8v8krKEXHc2qyTiVPhNg65qGTgfZPX/bWvWvL54Yj8a8Y+HWoW2m6rePdeZtkttq7FzzvU/wBK9Ni8R6RtGJpB7FDXPX+IVL4TbY4ABY/hRlcgFjWQniDSXPF0qn3UirA1zS5PlF5AD7tWJrdGgEDdGx75oMYPHmEn/eqmup2Jxi9tzz2kqYXlo3IniI/3xildiuStHg8SkfVqjaEnjzWP0NPV4XHBU++4GkAUfw8f596YXIhCRwHb86PJbnEj4HrVnbER3H4UmAQDg49Nrf4UBcreXKeN7YoMU46TN+dWSBj+XX/CkOw84OfpQFyqEmALNOwABJ3HsO9cHa303iTxzpcbPvs4rgkL2IU9fxrT8b6/9ltDptrIfNk/1rDsOwrivD2q/wBj6rb3DA7Y3yR1wOhropwdrsynPWx9cowdQwNPJ+UVjaHqkF/YRT27iSNlBDCtdmGODVRBjJGwKoTv15qeaTrWfNIcmqQyvK/uapyseamky1VTjJ5rRIBEha4kWJR87nAruLaAW8UMafwAA1h+HLPdIbxugyqe/vW/uw65HfFDMJu4+RtpqPOTxT5OtRUiSwvFNk5pqtQ/IqrAA4p6889KiGQKkyBHk9aAKty3WqyZzmpJmyxpFG7vVWsBPGxIqOXJ71Ki4XNQyGkgKxT5q5XW1fTfFNjqZjY2k1u1tO4/5ZkHcpPt2rr0XcTWN4jhNzCloiMfNILbeSMd/wAiafUDmPEHi9rmOPRPDUi3Wq3i7TJE25baM9WYjofauh8KeF7Xw3pMdrDh3Y7ppWHzTN6nvjNL4f8ADmnaNHstLGKEH7zBfmc+pPWuijznOPrTESKAAAB0GKMU8jHem0hjSMGjGRSmjGKYCYFPApvWnqKQDwOKXFLjigUwExSgUtJnmpAcOKcaQfSlzxQA0nApm6ldse9RAknFAE6ANyRUVy0bI8TqGVgQcjPBpZZBFHjuarpyCT1NWkS2c7osrWN/c6BcEr5H721ZhktAf/ielbrQoVPOCOMZFc94rQWd7pGvIADa3AgnI7wvwQfYHB/+tWyeGxk4Fax1M5OwrRsoJABFV2YZwwwakZ3B46U12DnOTmtkmiNyNhx3qFiR3qUqQc54qFwCODWiERvMQao3MxIzUsrsDjbx61nXMhHJoZaKNw24njNUXjJNW5JAelREg1hLc1iV1Vs47V5z8Vo1S30sjvJL/JK9MKejc15v8WlxaaR/10m/klZTWhd2ch4SkEd9cE45hxz/ALwrq/PRMZkXPvzXI+GLY3N9Mo3fLGCdv+8K6k6eyjlmOD12/wD164aqvI1pvQdHJGSWG3k9gf5UYWRzjaPfFRtaNnIZhj/ZNRfZJFJJnwD7Gs+QomZo/usUx6bM0Awxp95RnPaq4tp8jE8f45qQQTkHLRsAeOeaOULj08o8rOenqRTi7Iqn7Uw/4GRUAinUnKAn/ZNMZp3IUQOW9NlLlHcuG7n25S7cD/rqakXUr1Fyt7KcDp5prPMMuCfLIJ45GKaIZd20Qrxjv1ocQNgazqCxhjfz/TzSahfxDqaHcL2X2y2az2WZegK+vHFUrmZj8pJJHFXCnd3IlKyI7q4kurh5ZXLuxyzN1JrOc7XLDA9qtlgapydTXWc/md14C+IEnh65FvdOWsJG5A6xn29q990/WbbU7VLi2nWWFxlXXp/9Y+1fIWMHg1t6B4r1Tw9cK9ncFYyfnjblT+HY1nKGt0axn0Z9UPLu6H86qSsCeteeeH/inpuoqsN7m0nPBDfdP0NdgmpW043xSq6divIpKLNbosSCoIoWnnWJR944J9B36U2a4jRMvIqD1Y4/nXIt49t7f4h6PptnMr2hkKXUgPDFhhQPxNUhSdkew2/2SCBIllA2jFT748rhwRmqUtpCzEAbSDxzVYxvbMCrZXcM5pMxNpufwqMqM1LuyT25pj9KdhDVNObmowTSknFUgHAmklOEpFbmmSN1FFgKkjfMc1LD92o8fMc1ZjB2jHSmwHEkAYqu/NTOSFxVRj83IoQFLWNSGnWy/NgsOTjJxnoB71xvl6lca9HqlxeLbEMqRWyyZWVcnqT3q34v1ZF1RLW0nxf2sQmETEBWViQeT3HWq1nDHqF9bz3kLGcMqWwdsgsB1AXIzzzR1A7+0Pm26P8A3hk8VaQY6U21hMUKpu6DHPWpsFe1DYDSaSlOKAKEA3n0o5pxB9KQZzQAKBkVMoHrTVFOwRQA8AUlLRQAw0g60403FIB+eKYxo57009KAGluKfEgPJ4xUeCTgU+4k8mLaOppibK8jGaf2FPNRxrhM+tSfWr8hGX4isxqHh3UrUDLPbvs9MgZH6iuS8N/EPQtS060huNRjhvBEqypLx8wAB5+oNegFRJlTzkY6+vFeFWHg7w3q0F/b6gJrfULa/mhMsb9RuyvB46Vcb30JkexRzwXChoJFkU/3Du/lTWX6+3b9K8ePw88Q6YfM8OeIwy/882kKH8qD4o+Inh3C6ppzXMS/xbCw/wC+kFbXkiNGeuupXg5x9KrSuo65Fed2PxksiAmpadPbn1Q7h+vNblr8QvDd/wAJfojHtMNtVzgkbczsVrNmJbrkU/8AtWzuV3W9xDID/ccGoHnBOQP0pOaLSKrpt6CmEYGaslg5Ocj6/wD6qjdKzbTLIQCx3dBXnPxeH+iaR/10m/klemqpAxjivNfjCMWmjj/ppN/JKiewXOe+G1wlvq18zxrIDbAAH/fWvS4dQ0yabypLCNWx+BrzP4bPGmtXXnDKG3wf++lru9QtY1fzoJOQ3GOOO3SuOe5tDY0JW0xZhvs9vbg1ahstJnXKwggc+9UXgN9Zg52SAYIzjNU9MjKTssrEKDjjnvUWLNM2WltIR5TDHrjFK3h6wmAAQ/VTVO9s5LaTiTfFyAwwe+efWq1vd3Ftc7fOIHXnijUCe48LRuSLeQrjqGrCvtI1TSiZwrNGvXHPFdsYJ1IkW4iYFQcjirtvHeN8kipJG3GW5NAHH+HRp2r/ACXClJumB6evNadz4b06C4kV7gIiruDHuKpa14fn0PWYbnYIILg4V0ztDZzzWX4v1aO6gtliJjmdD5yj+HHH61drkORzeoXIkvWhgc+WCSGHcDis5sjg8fShyQkTr0U4OPSlk5ye9bWsjFvUgY9aruTUrZzzUMgoER5prfzoxSEUAAZh3/Grtpq2o2qbYL2eMeivVKnAelA0y/Lq2o3K4mvriQehkNdd8MPCc3iTxTHcyZSysGWaZ8dWHKgHv05rkdL0661fUoLCzRpLidgqKB39a+ofCvh6DwloFtpsQUyL800gH+tcjk5oKep0bvu+YZBBwaq3DkJkn+IUecPTnNVb2TEJ55zUtB0OgzkA57UhOKjDfu05/hH8qQscU7EilhnrSu2VqAH5qlPSmA0Pt5/n0/GvIPF/xjXTfEUVjpCia2tpP9MlYff9VUe3P6V66Tgngn6V82/Fvw2dC8XG9gULY6gDIm0YAfHzDHbqKAR9D6ZqFtqum21/aPugnQOp+vb8K0AcDg189/CDxwNHvk0DUZCNPuD+4kY/6pz2z6GvoIZxzjnpigYj8iodoJ5HFSvmhF5HGfwoAxU0+3vft091awy+bMI08xQxAGBitaK1hjlSG3iSKGAbRsGBz2HtSyWrtgRylE3Z2gd6tQxCJQo9epHJpWAVQo6DFKTQfakxQAmOacPpSAD1pQDTAWkxzTsUAc0gAAe9LR39qMimA4daKQHmlzQA00fhSZ54ooAD7VGSe9OZhUTMKLASxfeJ7DrVadvNuMAcL3qZ28uDrz1NV4gcE+tNIlkoGAKCaXGBTD1qkA5ME5OeK8guYYbbxp4jteVJuVnUdM70/wARXrq9QK8Q+KN42i/EGeUcC5tYm49sitISUZakyV0bCeYuTFMQvoDVqK/vYAFWdiPQnivOrbxhsbDZFb1l4qtJwFd8NXZ7SDM+Vo6W5ay1A41DSLW5Pdigz+dYtx4R8K3hYrp81o56mCT+h4qePWrcjlgSOhzVmHUrZzjcMGnyQYrtHOS/D20D7tP1y5gPYSJnH4g1Wbwz4qsSPsWuwzqOgMmD+RruUuIiuV2n6GlPlNyQKl0YsfMzz6W+8baev72384d2Vd1SweKPFHl7m0R5QO6xGu5eJAQVb681ctZYSPLkyFPUqxU1m6CGqjOBHjrUYOLrQ5k/Aj+lcf8AEHxImvW2nItrJA0LyE7++Qv+Feva4l5psJuI5PtlpjncAXT8a8p+JGoQX1jpZjjCSLJLuGO2Exz+dZVKfKjSLuZvw7bbrNyp72+P/HhXfTxTRSGQDA3cf/qrzXwZMYNUmcNgiL/2YV6HHqIkCZAZfmHOa4J7nRDYvNcPcxFVUI+Plx1X1qCCWW3lXdGCxJzn2qJr6KObcoGR19MZwBjrmia/t3VkdcuqnJBB4+velYq6Jp59xWRN4Qt3bp+FT2lzDPgSQhwOG9ayLW/jZPLk2tyDuHfFWIr2OK43MuDuz6cUBcv3UXk3lvt8z7M68/7NWLozW8Ya1upSoGRx0qSfU7d4ozhMAg5q5LqFq2mqUUDB/PilcZyuv67fyaY1pcN5kf3lLfeBHoTXE3Nw8zvJI5Zz1NbfivVFvL1YYcCGIckd2Nc3KwCHP51tBaHPN6iZ+Ugk4bqcdKsSafqNpp8N1dWc0drOcQzMnDVueBPC0vi7xHBYgYtUxJct/sA9Pzr6Y1Lw9peqaIdGurdXtAgRVA5TA6j0NUSfH8gPJz9agIz3zXbeOPh/qPg27MhVrjTJG/c3Kj7o/ut6H+dcWwoGQkc0mKeRTD9aBCYpVpB1q7pWny6pqlrYQL+8uJQg9qAPWfgxoS23m+I7lPnbMdoGH/jwr2db2OYYkQH3FclYaWmnWFvYwNiG3TagA6e5rRR5ISBnK+tVy9gNqSCNxmKTafQ8frWRqazRQfPGcdivOamW8DcE02W7yoXOQSOD0qXEdzfiIMUeD/CM5HtSyHjFCnKr64pHHHWgERLndnPFTZ+XNQjripG6UARufbvXKePvDC+KfCdzaoo+1x/vbckDO4dvx/pXV96cAc5HUUCsfGbI0UpjkDJIhww7hgeeO1fQvwo8e/29p66PqMobUrZPkkY8zJ7e46fhXDfGDwgdF1s63ax7bK+b5wo4jl7ivPNP1C60q+ivrKUpdQvuRgehHb8aAPsbbk/y96eq+1c74J8V23i7QIr6IqLhQFuIgeVbvx2FdKOmP6YoKAcdRUirxnHFMAOeKk7daAGsDmjjHSijNACfhRnmjBoA5oAeOaWkHtQTxQAU0il980HOKAGjrSk+9JR060AKDQTxTc0HpQgGO2KgRi84WnyEBSc9BVa1bIklJ68CnYVye6k3sFXpnp7VLGoxz0FVokLyEk5q2R5a80wGSMKYDmmM2W9qUGmlYQ9fvD614j8d7YnxBpkqjDPasD+B/wA/nXtyAs4ryb42RbtT0cnqYpAePpRuwPDjvAySc/WlErg5BIPsa1JrIdVWq5tGBwVNPlY7kcepXCAZckDpzViPXLmPlZD16ZqA2bN0ppsmB5U005oXKjXh8U3qcLIR+NXofGl0n+sOce9cq1u4J7AU0o2OuaftZoOVHeQ+Ox0ZefWpW8ZpuyCfzrzwI27Hago4zkn86pV5oXIj1Ow8fWwzFON0TDayk5yK4X4hrbiSye12mBy7IQckD5eD7isQbxggnrVTVZ5JIYI3YkIWIz74qalVzVmNKxN4dkEd5MTnmPt9RXTfbmQEEqPp1rkNKfZPIR/cx+orSeUkcfnXK0bR2NWTUW8wOpySBg+470JfPhj3b9KyPMzj2pVlwc0hmwl4VAwQMDBqSW/MgUk8isUz56dKTzMjrSsM1/7UkAA38ZFT/wBtz+Q0Yc4ycVgBwM1JGdynJxmmokyehJKxZixOSx5zUcudmMZ5HA7ntQxy4x0Fdx8L/CjeJfFsc1xGTp9gfNm44Zv4V/z6VqjI9f8Ahd4UXwz4UhklQfb7wCWdscgHoB+FdwxOeKFG1MccelJ260xkN3aW97avbXcMc0MgwyOMgj0rwvxt8G7izeS/8M5ngwWayY/Mv+6fSveCcA8ioJHyeOD3I7f40CufGEsUsMrxSo6SKcMrDBBqEivqrxN4M8PeKI/+JpaBJgPluIPlkB/Dr+NeZ6h8ED5p/s7xBEU/u3MZDD2yKLCueQ4PpXp3wf0FrjUp9elT9zaKUib1c/StbS/gjbxzRy6trfmovWK3Qgn8a9KttPs9L0yKx0+2EFrHwqj+Z9TTSBD19SAaV2+XpT9oCjiq8hJGMGrAglOw5zVbzis8QJzucDH41NcA8KOW9DWVHdKdXtIE+djMAzHtUgekLyo9u9K3SmJnGc045IxUMERKfm6U8+/Sm420ZzQMAuTxUwHFNVakCe9AGZ4k0G28S6DdaVdAbJ1wrf3W7EV8m6rpdxomq3WnXS7ZraTa3pgdD+Ir7GI/+tzXknxo8Hfb7FfEdlHm5twBcqBy8fYn3oGeWeBvF83g3xAl2AXs5RsuY+xX1/CvqiyvbfUbOG8tZRLBMgdHznINfF/OSM+3PQj616l8JviAdDvl0TU5T/Z1y4EMj/8ALJz2+hoA+hxT6Ypzg5znvnNPoFcQn2popx6UgFAXFpHdI4y7uqKOrMcCuM8XfEzRPCamEyC6vwOLeIgkfVu1eD+KfiDr3iuR1up/IswfktoDtUfU9zQFz6tU5AIIIPIOe1Brivhh4k/4SLwXavI+bu2/cTjjkjofyrsiaBi9aYzbe9Lmo3oQriGagS+tQsp6g1EzlTyaqwXLu4daCQRxVVJeeKtH/VUWEVLuYRwOxHAFRRHEYUcVDqDAhY+clhxVq0iO1e5J/SgZct4sc024k2jPWppGWFAO9ZcjmRiPehAKG3N3FWAuKZDFjrUuB0qkIkgHz15j8aoVI0WXo3mSJn/gNepW6fNmvL/jbIFsdH5GftLf+g0oP3hM8l2KeKR4RwabHKCwqffkYz+tdtkyWQeUAeOlOMKE5z1qbGPpSLw+SMj1o5UFys9qpOcfWoxZqTxWienbHpTUK9aHTQXM42Q7Ck+xrjGK1dgJ4xQY8rxjI5peyQXZk/2eCawfEVr9n8j3Lf0rsuMbuOK5vxiB5Vmwxyz/AMlrOrTSjcqL1MCwOJX/AN3+tXi1Z1mcSP8A7tXN3vXC9zaOxJuppk5600uOgNRlgTSKJfMpfMxzUGfalLYFAD/MLMAO9aKDbGAAeBms23+aYcVphv3YOee1UjKT1FtYJ7y7jtraPfcSuEjTHVj0r6r8D+FoPCHhm3sIwGnI3zyHqznr+Aryv4JeExe30niS6j/dWzGO1B/v9298cV7uTjPAFUhCZwDz3qNmoZqiZqYMHYYqCRsrxQ71XZuaaRJHKMk1B5GfmNTM1NL8YqkBFsBYLillhbI44p0bF5gvYc1cAB+VsAeppvQaKHlNnFMkg2kAY3H9K0/JCrnPWsbV79LeJ1V/mPViahyHYx9TulhDRxNkjh37n2rntHmSTxVYQFhuMhbbnk8Vyfi74h29q72umMJ584aT+FTVP4PzXWr/ABIN1dSmRo7aR+egJwOKTYH0nF8wp5XFOhGF6Yob73WkBEw6Uijmn4yaeFxQAqjingUgWnigWw1qilhjniaKVQ8bgqyHowPUGpTTaCj5V8f+EZfCHiOa2RP9BnbfbPjjbydv4f1rlCM5PPPPFfVfxA8IReMPDkltgC8hzJbSdwR1H418tXFvLb3MkEysksbFXVhggjrQI97+EHj86taf2Bqk3+nQL/o8jnmVPT3Ir1rI+lfFtleXGnXsN5aStFcwOHjkXqDXtFz8dU/4RqE2loJNYddsm4/u4z/eoCx6rrev6V4esmvdUvIoIQMjd95j7DvXhXjP4x6lrJls9DJsbEjBl/5ayfT+7XAa1rupeIb5rzVLt7iZu5JAX6L2rPLeooCwrMzMzsxLvyzdyfXPU0nHQ5xj/OKO5qa1s7m9nWC1gkmmboka5J/KgLHd/CLxT/YXi9bWeRRaakBE4J4EmcKa+kywIBr568NfBjWb5orrV5/7Mi4ZY1+aY85z7V71Cpht4ot7PsQLubqcDqaBlrcDTW6VGGHc1IMEU0hMiyADVaYDqKfI2GPaoHbIqhCK205qy11iPA78VTJzQeFJ9KGMq+abnVWjH3YgM/U10MW23tw7dcVzugKJmkuCc73ZyfXniteZ3uJNoGF9qkCOaZ5m46VJDb4HNSx24Qcipu2KLjsRn07Um0ZFP21LFHls0NisSxAJFnHNeL/HO7C/2NBkczO2P+A17NcSCOMjvXz98b7hpfEmmQZz5VsZMf7zf/WqodxM4qFhsBp5cq3XiqcUgA6jFTy8wblOCOldUWTYu+ZmIGnhty4qlFIWjAIqaNzkg9q0TJLGccUcjjHFIre1JznINWBJkZFPRuagPXrk04UXAV1w2R0Ncz4tz5dqP9p/5Cum3HPPSuY8WnKWmOm5/wClZV/gY4bnP2pxI30qyTmqlt99vpVrFea9zojsJ34FJSnjFAJGff1pDEzilJzTTR1oGTQHbJmtXSrW41S/tdPtlLTXDiNdvXnvWPH98AHFe6/AzwgZGbxNeRYVcpZg/qw/lVrYye56/wCHdEt/Dug2ul26qFgQBiB95u5q85qU8Cq8hOKaERs3FV2fApzueaqvIRxVIVxXf6VEzj1pjvmoS4xViJS6nvUMku3pTC4/yajUNJeRxccfM3NAGhYQMQZXyCelWXwFJJ2j1NNku0gjxjiuD8aePrLw/A4mk827Yfu4F6/j6Urgjf17xPY6HYPcXM6xRqPvMfmP09a+ffF/xFvtfklt7Rmt7Et0H33+pFYGv+IdQ8RXrXV9MzEn5IlPyp+FZB5P8jWbdyxO3H+NetfAK33+K9Ql7paAfma8mHy17f8As+Wn7/WbrHZIwfwzQJnvIwF5phI6U8jgUm0ZoEhoB/CpAM07AxS7cdKCgAHaikyBSbueOaCWBptPxzgZJNV7q5t7OBp7q4jgiTlndsAfjQMmH8vXmvCPjd4Vgsb638QW2xBdMI7mLIB3dmA610Pir41abYB7fQE+3XC5HnsCIkPqP71eIazrmpeIL/7Zqd29zNngt0QeijtQB2Xgjw/p9lpkvi7xLC0unxv5dnaqMm6kPoPr/KtXxJYeFfEPgHU9f0bRH07ULKZY5omBUjPqKseG9KvfFXwv0u20m5txqmkXryxRTnhgSTyPx603xNdR+BvCV/oV3LHea/rjma8MRwsIOMCgZ5Ccnk9+frU9nZ3OpXK21jBJczN0SJdxqGLajRl1LKpG5RwWHcZ7fWvpv4bXHhS78PpJ4ctI7aRcedGf9ah7knqR70Aef+GPghe3Sx3PiG4FpEelrF8zn8c17FonhfRvDdusGk2EVvx8zgZdvqx5Naw5BGSeOfekB6UCBh1GTz15qJk7/jU/WmlaYFY4zzU0bCmOnPTmkU4NUInlhVxu71SkgwKvq4IpHUNSuBjkYOKg1GWSHTLh4lzKEOzPTPStKeAYzisy/OyONGPDuB+FDYyXRbRrLRrSzPMixjew7tjn9c1sxxiNB6+4qpYqdqs3XNaAGc0hjeKNuakCZ7U8R45NICNIiT3xUzERrx1pC+BgVBK/HPajcGVriQyNya+ePi7d+b8Q3iyMQ2kaDHYk5/z9a+hHZS3WvmD4gXBuviLrLnkJLsBz6KBWi0I3MdW46/rU6tuiK54rO3471YjlOOorRSG0XIpDjbmrMZb6j1rPRwwHrV2N/lAzWsWTYtq2W9ql4B4qunODVgAHrWyJGhe/ejoetOIwPamHB70wAk7sAZ9a5vxZxHaj/af+ldIMZ578Vzni0YjtB/tP/Ssq/wADHHc5+1++30q1xVO2/wBY30qzn3rzXudEdhxFNPSlz70UhjeppcUUh4FAGx4X0GbxH4kstKiBxPIA7D+FRyT/AJ9a+xtLsLfS9OgsbWMJDAgRQo4+tfJPw7106B45027/AIHk8mQ+it/9fFfXccihSEPyirjsZy0HyMQKqyuQMZp0swweaz558d6tIm4SSdearNIaQmVz8qk5p66fcyEZIUH1qhFZ5cLk1GqyTsBGvXvirzRWNocTy73/ALg5NRvqbICIkWIHj3NMCC58uwQB1Mty3+riHJB9adaxNBC8k77p2G5yOv8A+qq0s0FhFLqV9KkMSDO6Rsc14146+LM+qmTTtCZ4LQ5V7jGGkHt7Um0gOh+IPxMTTGfT9KdZL0gh5BysX0Pr7V4fdXU17cvcXUryyyHLO/JakJJYsfmJ7nkn6mkIz6Vm3cpIjPBzTcVIQKZSGGK+iPgDb7PC97PjmS6I+oAxXzuTivqP4M2gtfAdlnG6VmkJHQg9KZLPR8ZFIeuKkA4pjYB5oBCinfSm49CKpalq+n6RA02o3kNsg5zI+D+XWgottgH3qG5uYLKFp7mVYYlGWdzgAfWvLPEfxw0u0WSHQrVr2XoJpOIgf5mvIfEHizW/E87S6neyOpPEC5WNfoO9BJ694p+Nmn2ZktvD8IvJwcCeQfulP9a8e13xTrfiKdpdU1GacE5EYbagHoAO1ZPX2A6HGKu6Zo2p61N5GmWU91IeP3aHH59KAM/v0Htj+gp0NvNdXCwW8TzTOcCOMbmP4V6t4f8Agbqt6Vk1u8Syh4zFF80h/Ht+deveHfBWh+F4tmmWMccpGGnYbnb6mgZ4v4f+DviaWymvZb0aZPsLQQqxDuwHG70Feb6n9uXU5l1SWR79GKSNMSW3Cvs4gnljkj1PT8a8q+Knw5Ot28mt6TGF1GJCZY1485R1+rUAfPfTpWloWvah4c1OO/02cwyxnleqyD0YelZrDbwVYEZ+UjBHtR/kUAfU/gfx3p/jTTw0Z8nUEA8+2Y859V9RXWV8b6dqV7pV/DfWNw8FzCco6HH4fSvorwF8SbLxXAlndFLbVVX548gLKfUE0xM9AWnbSRxUQbB5NSqwPSkNDTHnrUbR45AqyTUMsgUZq0DI1bFDTBR1NU57lQeDiqUl0c+1FhGhJdKPes0yLdatDERlYwWIqtLc8HJp2lkNO85HJOAamwHVxQKqDpxUoCL3qlHPmMYNLlmYAUWC5b3g8imlie9AAVeaYWApDuPPtVK7n2jAPNWd3oetV3tNxLNVRSBlBWYtyO9fLfiK4E/jDWZBkhryTHHTn/61fUOrTJpelXt8xwtvA0hP0HH618iSXBuLl53PMrmRj6knNVJ2EhdwqVDUFSIwqUyi7CwOc9avwLuFZsRGeK07YnGO1bQZMkXI+BU6nI4qFVAp4LITzXSmZjmJxiqz5VsjpUrP+VV5G4IocgHGTBznisLxVJvitRnkM/8AIVeklZT1rE1+XzFg9i39KwqTvBoqK1M21G52+lWvLPYVBYY858/3a0AoKn5u1cT3N47FbbjrS7QOasl0AG0Acc1WeTJ4xSGNZgOgqIsSeacxJpmKAuOVirK6sVZTuBHYjkV9K/D34gW/iHQoYJ5gmpW6KkqMeX/2h6181LViGaW3mWaCV4pVOVeNsEGqi7EyR9azamM4z0696i/tONDkoWPpivAtL+Jus2MSR3iR3qju/wArfnW7F8XLTA87TbhWP91lIH41qpIyseyrr4jXK2+P941VuNYu7n5Wl8mM9QByfoOteTP8WrNJADpV4Yz1JZQfwFLH8VLq6mVNJ0aOFc/NPNJvcfyxRdDaPVwUto/MdhGD3dgGP1J6Vyev/EzQNCUrDIb+7GQI4PuA+56V5L4o1vUdavH8y5uXjJ+4HIWuZNq68bcKP89qmUhpG34l8Z6r4quRJfS7IFP7u3jJCLWCOP8ADtT/ACmJ9aUxN1qLFWIwKQrUuzHrSFT6UCuQMKQ4FStGcUxkI7UxETHivr34d2/2XwbpUWCGW1XIx3PNfJtlbG6v7aBcEyyqg/E4r64/tbT/AAt4cN7qEnl29ugQAdWIGAB60wOqZ1RSzEBV6nPA+prhvEHxW8M6FK8AuWvrleDFaDdg+m7pXi/jD4jav4tnMaSvZ6cCdlvEdpI9WIriThMDjBPQ4/lQI9P134167qW+HTYI9OhPG4fNJj3PSvO729u9RnM97dz3Up/jmfd+Q6Vd0jw3rOtuE03TLqfP8Yjwo/E16NovwK1S62PrOox2inkxQfO+Pr0FAzyFmAIBJz24/pXTeHfAXiHxIymysJEgJB8+f5E+uT1r6C8P/DHwx4f2vFYLc3Cf8trn5z+XSusCKihAqqg/hAwPy6UAeW+GvgnpWnFJ9bnOozjkxhdsQ/DvXptlY2un24hs7aK3jAwFjXGKkC4/xFSDAoAUAAemfQUd8ig0UAIRxwaQrnqeccU7rSUAeJ/Fb4aeYZfEOiQfOMvd20Y+9/tgfqa8S28A8/lX2wUDKQQpBGCCODXhnxO+GEsF62taDbGSGZgJ7WNeVb+8vt7UDPGwvTg84AwM5Nex/DT4XTNLba/re+IKd9vbA7Tn+83+Fbvw7+E8OkeVrGuqk1/jdHARlYfr6mvWBGPf86LisVQhz04qRc/SrIQY6VFKQiEnFC1AheTYOtZt1d8YFFzcZOAaphSzZJNUtAG4LnPWopThelWxHiq9xgcU7gZM7tuwO/FaeiES2sRU5Byc1lXrbIJX7gcVt6BCsEUcXGVUHFDYjajjKqOKtRptGSKEAVdx4z2qGa5AOAakY+WXnFQtNg4qB5tx70wv70CLAnw2atRyh1+tZhenxyYYcmmByXxiuns/h/dqhKm5kSDgdic1836Ilu2uWaXSD7MZNsg9Bj/Gvp74kaaus/D/AFJGyXgUTp9V5/8ArV8xWkBF0M55OBx2pAVpmSOaRc8BiB9M1F9oVe/5Vu3ek2MTERo3vuaqP2aEdIx+VKzKKIvQD3/CrMeqlDwGqZY+cLEv4iplil6hEH/AapXQWGproDDMbE/Sp08Qx87oHP4VC0Vz2C4/3RTSJl6hT/wGtFOSJsWf7dtDzskH4Uj6jZSdJGUkdxVBy4yCig+y1XkAP3h+lDqsLFma6jb7kmaydQYsseTnk/0qwYkPOKqXoAWPA7n+lZyk2UJZECRuCfl7fWrZaPdjLA/StLwXcxW2o3Ly45hAXIzzuFdZd68kXzoIiVHQxKT0+lZPcuJwLMmcB/6VHtUjPmD6EiuqPjCUSMfsFhKMY+e3U/yqP/hJLRn3z6DpbN2xGR/I1NwdzmTGMZDA/jSeWfb65refW9JYnd4ftMn+6zD+tVJL/TXDD+y448fd2MT+eTTCxnbCB2/OkK4HXH49atPJYyHCWxUe56GhobUEbD25oCxRLEdMkegrQ0uCGJpLu8TekS5CerHpUDR7TlF4NSwTzRytGkSyGVdhQ9/p70XFYgubhrmZnJ4J4AA4q7p895ZWxMEkeZOMYyaqi1uGIRLdlJ7mu08M6HPBbmWWBQFwSzijmsO10Yv/ABUl/CEjt5FiHJKxbf1rKl06ZMmedVOeQW5rsPE/iy9mQ2MEgihT5T5fy7vxrhpJTIxzz7k0XuLlB41QnEmaj81kGN3ApcEjkUgj3GncLWH/AGk+lIbgnohpVgJIAGTWhFYJFGC+Cx/h9PrRcVjNadsHg4qF3cjIzWjNGuCKqFQFye1O4rWN/wCH+mvqnjrTIByqSea30Xmu8+Ll3e3et6Zo0CvLCI/OjhhGS7lsA4qr8EdK87WdR1F0JWCEQhsZG5uv44r2vTdCs5ddj1uVVe8ihEEZIHyDOeKtLQlnmXhf4JXV4iXPiC7a2U4P2aH/AFmPdu1emaT8PfC2i4+yaVA793n/AHjZ+prrFAbnNNYDOKQxkMccKbI0RF7KigD8hU3bBJpgGKeDigAx70bRRmlzQMjKHtSYIqQ00igBtLRt96OlACilAoAz3p4FIBmKNn0FSAUuBSuwGYHcfSncDvSFsVDJKo74p7ibHSSBQayru7zx6U65ueCAazyS7dTVxVhBgsc9jT9vYc05F4xUqoV60MCJlwuTVCX52OO1XLh+QBzmq5UgYx1pDMe5gkuP3EQzI5AAPTrn+lddaWiWe0sQ0uOfaudtrhINesEbGXlIA9eDXXNAG5XgUwK8szEVCFZudtWxBjg1KsYA6UgKAhfHSgwt3FaOB6UmMnpSCxm+SaaYXzkZrVEQ64p4iHcCi4HL+I5DbeDtZeU4QWkgz7ngV8vxXCeVGWVfMwAD+FfRHxk1SPTfh7eRZHmXRESKOp55r5lgdmuUHYECmhGtJMZH5JpioWNSrDnmp0RQQDWiiNuwJBzxVpIAB7/SkjxnA5x3qdWXpmt4wRHMyMw59zUJtjk5FW1wDT2APetORCuZUtpu5ArOntmBPFdJs5yBUEtsHG4VnKn2GpHKvEVNZ9+MBPqa6+bTt3IFc7rtsYBCSCMlv6VzzptFqVyLRJGjupSv9z+orRuZG2HLCsrSiouJMnA2j+Yq/cNuPGKwZpHYpsCDmgEnr+tSYz1phXmkO4w56YppGBUm2lCZ6mmkTciAI6ZpwyOpqYjFRspJosFxPPYHip9KdpNXizyScD61XKYFX/DcSvr9uXHCEufwGaLBc6K71aytdbjuEjG2OMDywOM+tUtT8X314XCN5cbDG1TgYrDvyZLyRs5BPBqBI8nmpsO4jymQkk5JpQufWpFjAPSnjaKaQrjVTj2p4Qdhn3oGD61Ip2jj9aoRJCojwx5Ip7SFtzE8j9aiD/xE/lTCdx56e1AA2SM4qqwHerTGq0gJ+UDJPFAme+/B3Tja+CRcsMG8uGk/4CBgV6dpfCcDGSa57w1po0nwppNh/FFbKWHfPU/zrodM+7WvQg2E+7TGHzU9fu009agYop1NFO7UFC4pCKdRQAzFLinYoIoAaBS4FOAzRjFIBABmncCkxRx3oAXpzTWbH/6qYzgdKqT3AXPPNOwEs04jzz+lZs9wWPUVHLK0jdeKhOWqkrCeohO/1qVIxSolTKKYhFXHAHFI/AyakPC+9QSEsenFJjICMkkmmONsZINTFOQvrUd2PLgYDrikgOOe9z8TvDVgDziaZh6fLgV6fbyAqA1eF6bffa/2g7NAflt4jEPrtya9qRthzkdaGriNFl545pNhoilDqORUlIpEew5p4AA5oLYHtVaa5CDA60ATlwveq012qg81RmuyQcZqhLM3zM5IQAkn0HrVJCZ4v8b/ABC1/wCIbPR42+S0j8yT/fbkD8q80tFAkXr161peKdUXWPFWp3wOUllbb/ug4FULTrT6gjVVgCOalJXI9KpBiX61OGG2t4tCZaUgc08OPWqocYx0p2e+a0TMy4kgFPB3YJqkrfNz0qcN0qrgWVO7PGMU9CCcGoFYKOvWn5HbNWgJlHUE1zHi9Qsdrj+8/wDIV0IkI9a57xiQYrP/AHn/AJLWVb4GVHc56xOJG/3avM/PWqFl/rG/3auFTXntGqYhc0m40EDPSjFIA3UA++KQ0Y4qgHb+2aQtTcCjFAC5yD9K1vDaET3Nzn7kZUfU1kNxGc9+K29KH2bR5ZSeZX4+goEZ8yrvqMYHrSuSWJ9aZhqQ0O3emaXg8nimjIooGPDAUhb603Bz0p4FIBR0pwA96ZzmngGqADWt4P0k634y0uwxlXmDuPRVOf6VknpXp3wO0oT+JL3VmUlLSLykJ/vt1x+FNESPbXUbmxwoAUD6VPp2QvHrTCBsY/Wn6f8Ac/GrIRrqTig9aap44p386goBT6aM5p9IoXtSDmijNAC4PajnvS5Hems2DxQAvGO9J9KQvjvTGcYzmiwEm4DrUMswAPNQyThe9UZbgk49apIRLPdA8CqbsWOTRk05U3dqoQwKT1FSLGfSpEiHepQoFADFX24p+3HQUtMYnFADHNMQetOIB60uMCpY0MVdzmqGryiCF5G4VFLH6Ac1pwrkGuN+JWpf2b4R1OVW2uYvLT3Lcf1pDPI/h9fvffGSyvX5ae4l59sHFfSGK+YfhMCPiZogI4DNn/vivqBVJOCDmmiGSxllwccVdRsrzUcUY2inkgHFJjRHMxx8vNU3hdjkg1pKqt3pSgPUfpRzDMf7Lnrmue8cSPpfgzVryM7WS2YKQOQTXbGJcdOa5f4gWDXngTWYUBLm2YjHtVcwtT5GRGXGT1FXbcbcHIqvvDogQEZHcVMxEe0Z5ApIoseYN4x0qYN71nCT5s5qQS+9aKQWL6vnqakD9B1qisntU8Tg8EitIshotA+1WA/AqsGwMA1Ij9ia1TJLKvz2qYOO9VVGOc8U7J7VdxFjcOtc/wCLTmK1x/ef+Qra346muf8AE7ho7UA8Bm/pWdV+4yo7mLZf6x/92rxqjY/6x/8Adq9muA0G4owfSnUY9qChlFP280oWgRGaTbnjNPK08ADBPamIrTA5VQeRW1IfK0mOEHngfl1/nWRCBLcqeoByfoKvXMu9UQdFH6mgCvjNG00/ApRQMYFpQv0/KnUUDG4pw6UUuKLCG4p4BzSDrThQBHIdqmvor4R6R/ZXw8t7l12zXrNcE45xnA5+lfPdpaS6rqdpp8AJkuJliAx0ycGvrW3tUsdOtNOh5jgjEYwOw7/jTREixINtv+FLY48scUs3KYwMAYp1oMIOK0EX061L2qKPpUvaoZQA0oNNHWnL1pBcXNG7imtxQDxQFxhl5xigSZpjjmo+lFguTM/HWq0s2B1odiB1qrIc+9UkFxsjlu9RgU8J7U9YqYiNUPfpUyIR2p4jHpTttFwExjpS0c0hNADWPpUZyacc560YoAaqnND/AHcU7OKTBYipHYljGI8Ac461478dtQ8nSrOxUnM8xYj/AGVH+OK9n27Ys4AwM5r5t+N2pG58bR2YPy2sABH+0eTSQyD4OQCb4kWDMAdkcjfjtr6fhh4DtnPWvmf4JRmT4jWzLztt5S30xX09tJ60CYxnPQUzJ96n2e1KE46UAQqxB6cVMJAev5U3aPSkK5PAoAlyDUNxAlxBJC6gpIpQgjqCKNrr9PrTgSELNnAoA+ONUsl07Vr20A4gneP8iRWReLJHPtkUqSoYKfQ9DW14inM/iLUnH8d1IR/30ayNcuPO1Qnn5I40/JQDTGVw1SK1VlapFai4FtW96mjbB5qmjVYjyatSA0FcFQBU45OKqR5xVleFyTzW0SGWFJHU0jHB61D5nAGajeYA4PWrbsSkTvIQvBrB19yywDsC39K0Xu06E1j6vKJPKCkEAn+lYzndFpFOzOJG+lXc1Rtf9YfpVsGucoeG5p2aiDDPSn7s9qQC7qUNTaQEg+1AEuajlYrGfU8Ubs96guH3MFzTAfB8kbvnkjbn+dTo2QM9e9VQ2wBByBzUokHSgZZyKBUStuNSZoGOpaaOlOoAWikzzS0ALQTgdKOahlbI6GkxM9B+DOi/2r48F9Iu6HT4y+fRzwP0r6BB3XLHsOBXFfCTw8fD/glLqZSLvUD5zjuF/hFdpFwpz1JrSOxmyVz8tSQDjrUG6p4TxiqEXEPFTA/LVdDgVOp4qGULThwaTFOFIY1xxmmA4NS8d6hYANkdKBMewyKrtxnIqdWpsibhnFMZQlbnFRqMmrLQZPenpCAOaYiBU4pwXFWAi46UGMUXAiFFP2GgjFMLMjJFMJz2pSKMUgsxoFKeB2pcd6MFulIdiPG44x1qWGI5yakjg9asqqqBgVLYytP8kTEkgAZP4c18eeM9U/tjxlql7n5XnZV+g4r6m8Z6sdN8NajLG2JFt3Yfy/rXx0HLkljksSzH3NPYLnrfwGiz42uZv+eVmx/M4r6XUgivm74BQTHxFqdwB8iWqpj1JPFfR0S7UAPWk9gJOKMUtJQAUmKWmsTjigBfrWfrV/Hpuj3t5JjbBA8h/AVaaRhxXl/xs8QHTPCa6XGw+0ak+3r0QdaLAfPDSm5ufMLZaVyR9Sao3gxqM4Y5IfH5cVoabGJL+2VcCPzASfQA81mytHLczSliS7luPc5psBop6jFRtMg6Uvngds0gLKH2FWoic1mi6bqBUiXsg/gFUtANtG4HFTKGIz2rEGqTr0QY96X+2LofwrWyqENG0ykDmqdwdvOaotrN038C1DJfTyHDDrSnUuhodNKGOB1qhcHIX8asruJ7ZPemX8Rh8tSQeM8ViyiG1++fpVuqlt98/SrdIBKXNFIQfSmAu6kL880mO1RShgCRzQBI0oHFV926Td6UkaSSnaoLH0ApZreeA7ZInQ/7QxSAcG/GnqarAn1p4z3NAyyshzU6yVSU1Kr4oAthzTgc9qrq4qUHPegCUHFKDzTAR60A0DJM8VveBvDp8S+L7K0cH7MjeZP6bB2P1rn88Z7ete4fBjw+9rpEurTxYlvHxHnghB0/OmiZHqbqqW6xouEUAKB0AFRAYHvVwgFQPQUxkB7VaMyqQc1YiPemMmDT0FAyyrVZjfjGKprU0bEGpAue9HNIjZ60447Uihh574prdKdjNNZaBMjXg81KpqIrjtShsdKYyUjPY/nTTGO1KGzTgQaAsRFCOlKFxUv0ox7UBYbsBFIyD0p+fekzjvQBB5IppiNWMj1pce1AyuITUixbfT86l49KQ4x1qQG9qr3E4ijLZ4xzUkkgAxXPa5fER+UhyWoSuJnnXxV1l08L3zA4FwywL7A8n+VfPqKwP3OAMZz+te3fFe287RLG1Xh2lLgepArznwN4TufF3iOGyXK28TCS5k7Iuacn71hpNantXwG8PXFh4ZudTu4dn22UNEDwdgGK9alu4Lf/AFkiqT/Dnms+KCWK0htbGLyoYwEVzxhR7Vdhs4YVwseTnlm5J/OkBD/aiM2EhlI9SpAqcTSMuVVan4HGAK5fxp4utPCWiS3U0yfaHBFvCOrt9PSkBqzautmf9MXyUJwGYgD86uQ3cNwAUYHIyDXyH4h8b+IPEshGp6g7Q7iVgQkIv0xXU/D34jTaROmnancF7NyFSVjzEfc+lUJs+mWCnmvmf4z3z6h4+lg8w+XZRLEi56N1NfQljqAuEUh1YEDawPDA9K+Y/iBcrc/EPXWznNxgEeyigLnOWqsswITcfT/Ptinz2trECDaorH3qS0ZYpWkYdvWq91OZnzQ9xkGyH/nktSosA6wrVcVMvOKpIC5FDaNjMAq7HY2L/wDLHFUYlyRzWhCdvet4JMhj/wCyLFsAxUHQ7IjhSBViJsd6sKc966VTjYzcjFuNDjUEoKx5rMwk5XNdu2CMVQu7FZVrOdHsUpHHYOCSKhvpN8MKkdCefyrbuNLdckDIrE1GJoigYEda45QaNE7la3++30qwpz1HNVYc7jj0qwDyD3FQMl69aUN2zTA2aXjqetMBxFIRRS9aAJbW7ms2ZoCEZurAc1NNeS3bE3D788c1UpO9ICBlAY4XAzSED2q2G7EDPv0qzbLpry4u4WAx1j5/SgEZJOKUMPrW+dK0iRA0ckoyajOiWRb5LiQD3pDMcSYNSJIGPWtRPD0Dsf8ATgo7ZqNvD0xb5LuAgdy2M0rgVFZT0NSArjOaVtDvVY48lsc5DimfYJY8NLNGnH8J3HHpTuPY3fCWgyeKfElrpcIYRsd1w46JGOv519T6bZRWlrHDCoWJFCoAONo6V558IPCiaP4V/tOaNvteovlWccrEOR9M16iOCMVUSGwK+1BFPzRjPSqIIipHbNIB7VKRgUygYopQSKQcUuaQFiJx3qcMDVFWwasI4IoGT01qaX45ppkFFgBqjOM80pbPemFh60WGPDD1p6v6Gq2/HGacGzzmizFctBveguexqtvxS76LDuTls0wnPeo95pQ2KLASqMnmpCQO9VxLt6U0z/SiwXLBkx0xUMjnrUJlxUUk2B1pBcZcT7UJziuadmvL4seidPeruo3JCYB5NQWURXJxkjnJoWgzzr4n4N/p0X3tsbMFHck13fws8Gp4d0aS9lTF5qG2STP8I7AelVdXtNDs9dt9e8R3cUdtbxbbeF+Wds5zjvitG0+LXg2acRDUTCTgZkhZV/Os+V81y5SVrHeAdaM461WtL+1v4BPaXEc8LDIeNgwri/iN8Q7XwdYGCBkl1WVf3UJP3B/eP9KogsePfHun+DrAhmE2oSAiG3Bzg/3jXzLruu6jr2pSahqly087nIBOVT2X0pmo6le6rfy3t9cSTXEpy7t/LFUzgjBHFNIBjANz1qDJiPPKnsKnxs57U1kDKRVCsdv4X+K+peFdPa1mi+2QgE25Y8xn3rh5dTl1DVJr24fdNO5kc57mq2M7o26VHDbTNIFjUu2cYAyaQWNouDHx3GarkkmlCtG2x+q8HBppPNMYqnnpTvMqE/jRvOaaYF1ZMfh3qxHcGs4SZ+lSK/bNWpWJsa0d1z1q2lznjNYKy7T1qZLg568VrGqyXA3luDjmpUm3D/GsIXGB96pluwBy35VrGqS4mwcHqMiuZ8WwxxpbMnVmfP5CtVb8dM1heI5/Ohts9Qz/ANKzqyTixx0ZiW/3j9Km6NxUNv8AfP0qfGckVxmobsH0pwIPWmZzwaAaYEgP5U4dKjzinA0AO60tIKKAFpR/ntSdaAaBDwzr91jk9eaRriRfvZI+tFBye3FDQxRcErnPFJ9pPZjUbxnqg+opnlbwSpH0NTYCY3e3PJz0rc8GaDP4u8UWmnID5O8PMeyqDk1zDRsMA8H617V8A7mwtpdQjmZPtsrqFDddvtQkB7ullFbwQwxJiOJAiDoAB7UvlDPFWl+dM880oj9MVSJZUKY6U4DHSpnh44qIjHWncQ0jPpSYp350Yx1FDATbRtp1LigCPFN37TxUrDAqI4zQMXzSaTzDSDFLgGqQDWdu1RlmPWpSmaaUxQBGGPenCTAo25o24oFYcJAe9PBqAilDECgZOWI6U3zCOtRlj603k0AS+ZnpSE0wEilPNAxKrzvgHkYqcgisbWLry4iqk5bgYqQKe43d0W6qpqv4m8SW3hXTFmdVluZAfJiHOT/ePsOtPn1G10HSJb+9YbIxgD+8/Za8K17XLvXdRkvrxyzu3yoekY7ADtSYyPWtavNavnvL64M0jevQew9Kyi5brzng/wCTQxOfUe9MPPtSEbfhzxZrHhW9SfTrlhGp+a3diY3HuKydV1e71zW7vUL1ybiZicdcDsB7VXPTHrUEwIYOvUUwHsR24FNNCkPGCKGxQhjScimhv4aX+VRsxBBH+frTERzjBDdOcc1sQRtpuifb3+S5ujstj3VP4m/oDVjTdHiOntrWrbk0xG2xoOGuXHOxfb1NZWralNqVwJ5NqEH5EQfKi9lA9P50DImYhRzTN3vRn5CMYxUW4HvQBLvz3ppLD6VGGI6UpYEcGgCRX4604TVX30u6kBaEo607zhiqe7jFAagC4JvfinebjvVMNjvRvx0NVcC8sxz1qjqUvmLFnqCf6U4Oe9Vrtsqn1NDYWIYT8x+lWBVaI4Y/Spg1SA8jvTc7cmgGncGgAzxQGpvQ0ooAkBFO49ajzSqaBMfnFKexFNzRmgY4N607IpgNKTQA76cUxgQd6/jTgfloz27UADAOMsM5pbW5uNKvI7m1neJ0IKspwfpTMYbGetKdvI65/nQB9F/DX4r22tpHperusGoDhJGOFlH+NetpIpAPr05618KxSbJQhYgg5U5+6favTvB3xi1jw4UtNURtQslOAxJ3qPXpSEfT+Mio3jz6Vzvhjxzofiq2Emn3iGTvC5w4/CukDA89vWgCuylabnnkVbIz2ppiouFivxRwalMdMMdMLDcBuBimGPmn7frSFSPWmIi247UDipPwo4PUUANxx1oKinhRS7fSi4EO2k2VPto2U7gVyg9KZsqyVpNgpXGVygx0phIWrJSomjzRcRDuGaUZNSpb5PSnuioDnFJsLFaQ7UJPQd64/UL6FbiSe5cJbwjLN2z7Vv6jqIijdF5Y8AD1rmW8BRa3MZtammNsuDFaxMVBJ/iY96mUrblxjc8q8W+KJfEF4PmZLODIii/9mPqa5V3zyc8nNe2638HdMuIC2kzS2swHCs29D9fSvHta0XUdBvjaahA0bgkK38LD2NJTTHKDRQJphNDHHrTCasgGNMJHfpSFqaWoERhvKkI/hJyKkY4zg1BKc9OtSRndHk8mhDQhbjr3xW94Z8OjWpZby9f7No1n+8u7huBgfwD1Y+lL4X8LP4gupJJphaaZajdd3cgwsY9B6sfQU/xb4pt9Rjg0jRYTa6FZn9zGDhpT/ff3zzim9BFHxP4gOu6iphj+z2FsvlWcCcBE9cf3j1P1rCYgqc8n1oznOfrRwQQe9Iocr5A9xTCc9KZG2FwT0pc0ALzQDgUmaT8aAFyaM0lGPegBwNFJmjNAC5oGc0nGKKAJFYd6guiCEx70/NQznhaAGIealzUK9aeDSAlHFOBzxUQIpQeaAJTzxSH0xQCcdaOopgFKDik/Cjn0oAeDQTTfb1pe2KAFB4p2aYD2xS9RmgB4NL2zimAnFOzQAH5uccigHjtmkzyfem42t1yKAGTrjDA8inwyB0CsRx6cU51DJjPNU1JDkdKmwGjaz3NhOtzZTyQSqch0Yg16v4R+OeoaeIrXXoPtMPedD8+Pp3ryGN94JUjf71KvlynBwre9NCsfYnh/xroniGFZLHUIXYjPlbvnH1FdEkyv0INfDsaz2somt5ZIpB0eNiprufD/AMX/ABRoW2OZkv7YcBZj8wH1B/nRZAfVePak2ivLPDfxw0DVdkOob9Pn6Ym+6T9RXpVnqVpfxCW0uIpoyM7kYEUrAWWjphSpAwJ4Ipc5pu4FfZRs9qsYo20rjKxSkCHtVkqKTZVXEQdO1KOe1SleaTbRcCMqKQrxU2wYpNopXAg2ik8sYzU+Afcj2qpLe2+9o0nhZ16oGyaLjsK8ojU5rDvtTaSXyoQXcnAAp93JPeSGGAfUk9PrU1pYRWqYX5nblmPespSsXGnfcrWeneWwnuPnl64x92tDjj8uaXbnH+cUHAPBrFybZ0JW2BunY1z/AIq8NWXiXTHtLtBvCnypMfMp7VtSOc1BLICDuPGKFpqNq58savpdxompy2Fyp8yM4DdmHqKoE17L8U9BW/s11KDm4gBDY6la8XZuN36V0wldHJOHKxrH3qItzQ77qaWwD0/GtCRkhrd8K+G7jxHdPEH+z2kI33Vy4+WJf8T6U7wh4Zk8R64kbK32GI7ppBwMema9K1GxGnImmWdutpp6tujjXjzD6sT1NFna41Zsx9amsb3SI9A09DDpMP3P78rf339T/hXml/YTWE/lyg4P3Wx1/wDr16i1khUsigqeo7rVG80yK7gaG6T5WHDDk+xrDmaepvyJrQ8yz60Z9ulXtW0mfSZ9jgvG3KOOhFZ+ea1TvqZNNaMb0ZhjryKdkU2Q9DRmmSOBozTeKB1oAUmikozQAtFJmjNAXFz60cUZFGfSkAuKim6LUmailOQKAGLxn6U4VLbIJPMU9dvH51EQynB60AOzQMetNpVPNADwRTg1MzSg0ASA0pwaYDSg0wFyfSlU0n1pTjtQAE804YxTDQvvQA404NxTG4GaAe2aAHNzQfug96CaRW+Yg9KAHqefwqvMuHDAcGpQT0oIDKVJ+hpARkMDkGpPlmHHDjv3pi/d+nWgoVbcKAJo7mWHAbJA71bSWKYc4z6Edapgh1x0NGMHpz60AW3tlxgDIPtWjpOt6zobh9K1Ce3IOdqtlT9Qax1llTp8w9DU6TxvgdD3BoA9U0T4665aYj1WzivE6eZDlWH5132k/G3wvfbVubprOTusw4H4185kB+4IprwI45HHoRTuKx9hWPivSNRQPaX9vMD02OOf1rTW/gb+MCvieNJLVhJbSPE46NGxB/Stqx8d+LdMKiDWJWUdFlw/86QH2Gs8bdHUj608MMcEfnXy1ZfGnxLbbRd29tOB16oa6aw+O9udovbK4i9SpDClYD6A4NFeUaf8ZPDt1hRqSxse0ila6my8b6deKDDeW8uem2QHNAXOuIqtd3lvYwPNcypHGoySxrIvPE9pZ6fPdyH5Il3H39q8c8VeKr7XI5WEjLFt+VOBn8KdmK5r/EL4sYjOn6BJlmUh5sZA+npXj9rr2rWd6L6K8m80HLEuSD+FSm1WWBs8OvP1rNc7WKsAKViz6H+H3jq28S2qwStHHeBf3kbcFj7V3LMcYxj8MV8g6ffXOm6hHeWUpiljOdw4596+mPBuuXGu+GrS/uo2SeYHIPfHesZxNqctbHTZFRSSKOlMMh/yKgkcc5NTY2Gyy81RmmwOf5UTzhec1jXV7jPPNNICrr8oktZVJBBUjmvnu+AS/nQcAOcV7TrF8BbyZYHivEbyQSX8zAjBY81dK92Z13oQtwf8KkgA3I8ibo93Q/dPtW9onhG91VTNIhhgHOG4Zvw9K0LrSlhtmtHhxEOhI7+tbuLscsdWdP4N8SW0K/YJkigU8xlEwPoR/Wu3vbFdUs2glbg8pKDnHoRXgsRm028+zTZGfuOeM16V4N8VhQLG9b5QMRuaVKrb3ZGk4dYkU9td6bfGG5TDj7p6LIP8aY+WG5QdmOndf8a76/soNUtxbXGMHmKUdQa5eXT5LOcwzL844Df3h25oq0+ppTkYlxY295bGC5j8xHHbGQfWvOte8PXGjTb/APWWzH5JPb3r11tPWUZThsfdrOuLMTLJa3MYaNxgq3865U5QZrOCkjxksShBHem7q6bxD4Sn00me0V5bTGSOrJ9fb3rmCv4VupKWpyOLi7Dt1LupgVm6AkUojkzwM1QhS/tRvo8qT+7R5T+350AN3Ubqf5T+1Hkv6igQ3dRvxT/Jb+9R5DetAxm+muc4qcW+e9RTReWB70ATWP8ArW/3afeRAMJFHHeo7H/WP/u1cdQ6FCPvdOaAMzNLmkZSrlSOhoHSgBc+9OFNooAeDTgajFLnFAEmc+1O/Go80Z98UAyTHvSEEUn40ufegQpwRim/WjnPWgnBFAx/FIx5pM56Uf1oAXdxkUp5AIP0pgyCQelIpw5XsaAH/wAWR0binjHQ9aZjBIJ4JpeeuOaAGkMjVMCGWm/eGDSqp6dqAHpyDx0pGBxyM/WpVAVaRgSKAIVcIco7L7danS6buQw+lQtHnrxTDCexNAGgtyjdeCKdlGHDg+xNZe2Re9IXkHVaANFoh6DB96haD25+lUt754BFPFxOvRzj3FAiZrfI/pSLHJCd8cjREfxKSKfbS3V1MsMUDTSNwFRck17J4J+D80zRal4lVYohh0s1bLN7se1KUkilC4vw+0rXJ/Bc08jeYZ7xAq3bHDQ/xHJ6d+lO8T+HX0ZXuLWX7Rp7Eqsqr9w+h/xr2KW3RIVhiQJGqgKq8ADFYUqiyiuN1qLqJ0KiE8Lk9c5rONV3sa+y6nznc3AQOQ2GHK85BrKeZrqVAq/M33VVSd1es+J/hdpSWVzq9tra2NrGPMkiljLCIHsp713PgD4feHdM0u11C1T7U8yCUXMo+ZxjsOwq9zKWh514F+Fl9rMkV5qcRhswclWzzXscWmLosxhiJ+zsAIlx8qAeldISqIFUbVH6fSs3UlL25I6g5olHQdN+8VGcKM4rPuZwASSRSz3ISPJbArltU1Ik7Ubv1rJROpMsXupICVDZrAvdQD98Y55IFZOrava2EBluZlX0yck151qviq41SXyoCYYfrgtV2sri51c3PE3iSGJXt7dxJMwwdpyBWT4VsbUahHcaioYbtyIehPuKZbtGUAaMb8cMRyfxprXJWRW6beDRTqRTMppyPWJrnFxb3SBRGw2Mq9AKzdUtpfPaaOEyxsOVXrWLoOtB4DaynIbkEnpXVW9wHtgCVJUZx2r0FJSWhy2aZw+pwQ6jbG2KlHQ5UsuGB9K52Ga40+58i4yjr0I6fga9Q1C0S4tkuCPmU7GJ6muf1PQUv7Zkx8w+6ccg1yVqd9TppuyOi8JeLI5LdLS9bdgYRyen+NdlcW8V/bbHYEHmOQdq+e0N1o979nuNyuPun1r0vwl4lBjEM5LJwOvTNYwrOPuyLcL6o3nt5oHKy4wDwwOf1pZbaOeMeYm5h0wOa32EcseDhgR8pBzVIwmGTBPJ6E9Me/vWjsxxZzk9lLASu0NC4w2VzmuK8R+CC6Ne6UgyBl4Tzn6V68Ixu2MOvZv6Go7jTFPzoo454rJ02neJd09GfNzQvGxikTD91YHI/wAaDDjlD+Fe0+IPCNrrUBJQR3IHEoH868r1XRb3RbswXkW0g/I69G+lVGd9Gc86bWqMooQelBjJ5IFT9eo/Op4YRO2FI3+nrWpmmZ/lj0FHl+wq+bGQH7rHA59P/r0z7K/92iwXKgSnbBVr7K5HT8qX7EwHf6U7Md0VNoFVb4ALHj1P9K1fsj46VnalE0axZHUn+lKzEQWX+tb/AHau4I6HkZNUrL/WN/u1exxSApXiBXDqOGFVs+9aE6B4SM/MORWd04oAXNLmm0tACg0oJptAoAfmlBpgpc0ASbh3ozUeaUGgViXNIelNHNLmgYA9aUHjrTciigBx5APYUj9MikH14oHQigCUNvjwOtCncMVEjFGx2qQsAcjpQA5c5wamWoAfmBH41IDQBYHSl7VGpPrSs2B70AOxmk2g0zcfejDnuRQApQ+n60hT2p8FvcXc6w28Ms0jHASNdxNej+Fvg1rOrslxq7nTbU8lTzIw+nb/AOvUuSQ1Fs81SNnlCJGXduihck/hXe+GPhF4g14pNeJ/ZtmefMmHzsPYV7noHgrQfDMSrYWUfmgczSqHcn1yRxXQtx07/nWbqGsaVtzmfC/gPQ/CcINlaq91j5rmUAv+BxxXTnK8hevWk3EcjvQWGKzbbNkkthpwc8VTu4A6Nxxj0q0W54qNgX4IpAcprWmrqGlXOmSKTb3I2tjsK6LwqRBocFkBxbLtA9u1MmtgxxilsM216FPCyDn61pCWpnUSsbjN71VuCGidCeq8VKz8VWkO4hcknPFdKRzJ2Z5jqet/vWiL4Ckr+R5rgfEPjaGz3RWuJZuhwflFX/jFoup+HdQE9vITpd4SVYHlX7gmvIW+bLE5PeptqaupoWL/AFK51KYy3Mpc54B6Co7dsyD1qDtQhKsCO1Jq6sQnqdMh3RAg8jpVeQ7pNx79RUlhMJYCQeRTJlKScdK47csjp3WhYtnZZFC8DtzXS6fqbwsuWPp1rmbdmYrsHGa14omJPBzmk67g9zVUlI6iHWXMRhIypOavxypJZmQSASLj5T0rnYIHZ1BOMDNX7OFmyzklaf1u+7K9grF/VNAtvEViIZU8i5AzFOBxn0PtXn6Pe6JfPa3IaOZG4Ycbh6ivWbWVxGpG0kcYJ61W8R+GbfxNYBighvYwfLkXufQ1o5RqLQjkcWUvDfi13GyX5+gweCR7V33liaATWzB425xnPP8ASvntGu9Hv3t7pGimjOMdM+4r0nwl4yRQsE7BCSM+5/pUQqODtLYHG+qOwilCv5bDj+4eSv4+laKxOEDxndnuO34d6V4YL2MSoQG6hhSW7vC5jfgnvXTGabIcSKazEuWiOw+h6H8e1Yup6TBf2rWt9bbkPYjkfSuqAVxnAB9aHgSVNkg/z9e1U6aeqI5+h4B4k8GXmiOZ4M3FiScOBkp67vX61zisYm3Lhk9Pf+lfSF1ZlEdWVZI24PHBHv8A4V5p4p8BeYst5o6Hfnc9t1B/3TUpuOjIlBPVHLWM0F6qxPIFkP8AqpG6H2NWxFD5jRugSRDhlbqffPeuXDvaTPHIrIwOHVxyp+lbZkOoWuVObiEfezyy46571pGVmZNF9LeAn+EU/wCxRHIIU1zn291bnOehqWPU3Xv+tbqcWRY3jpsZ6YArmfFlqttHa4xyz9vpWpHrB4BNY3ie6FzHbY7Fv6UTcbAtzGsf9Y/+7V7P1qjZf6xv92r4Fc5YhAGCR9azZ4zFIV9ea09oP+FVLuL5A2eV4+tAFKilooASloooAM0ZopOaAHZHegc9KbRQA/n1o5zSZozQA7Joyabn60v40AODewpe9MpQx9qAFIPXvSqfWgkccUnPtQBIDUgNRL0p2aAJw3FN3c9ahLHHrQoJYYTOelAmWRKoGCM59s17B4A+Eq6tZw6vr2+KCT5orZON49T7VifCf4f/ANv3I1nUE/4l9u4CIf8Als4/oK+ig4QBVXAAwFHAA7YrKc7G1OF9WVdM0LS9FhEWn2MFuq9Cicn8av53Zz+dM35GT0oBz0rJs3t2Hc0HFJTTnPtSGBYUh6UEUoXHFMBABjmjbTgPal4piImAU5I7Vi6hf+VdwLEm6QsMAeneta4I2Mc9q4e41NbPx5YwvIAXiYqp7mrjG5FTY75jI3yRpuc9PapSsWn273NxMowPmd+30qpc+IdO06wM8kgU4zt9K8C+InxUuNZeWw02UrBnDSjsPQVuchV+MPj1PE2ox6ZYkGws2Lbu7P3ry0nuKlOc57Hqe5qNxzxSKG59qSiigC7YXf2aUA8qetbMyhsHqPX1rmq1LC73oYJCc/wmsasOqNacuhoW0gtrlDIMxE4aurVP3LvEmEYja3qK5IAOuMc9Aa2NF1URp/Z9wfkDZX2rgrwcldHfQmk7M6mCEuWYHngA+lXraGI8E4xUVnbSHYj53Oc8enatKG1SNXDHo3SvLdTWx3KI+KZFYRquSO9bdjI0rYBGAM81h7FjkGExk5zmrlpM1vMXzgN2zXXh61nqZVKd1oV/E/h208T220lIr6MHyplHU+je1eSst3pGotZ3cbRzxN8yt3+le4MFjlW4i+4eoqDxT4RtPFemLIriO/hXMcq9/wDZNepZVEcUm4s5rwj4te12wzvlCcDNelw3EN9brKrAhh1r57SO70jUHsr+MwXETYYYwPqMdq7fw74gmsiil90ec4auKU5UpWZaSkj1OKXyzscZU9Hq0MpzwUHSsqC6ju4FlQq/mcjHTH9Knt7t4WKNyh/Su2liUzGdI0wqlCVxg9Qaoy2QzvQHcOfl7VdUJKm+Ijd6UK+Thxg+tdukkYapnn/inwLaeIomlQC2vlB2yIOW9mHQ147NZ6j4a1X7JewtFKD8pxww9B6jFfUUkKuMHr7CsHX/AAvp/iOx+zXqHI/1cv8AEh7c1DjYHqeAalaLvSeL/VyjcPr3qiICDXT+IvD2oeGUNleozwK26C5xkOPT2rAicO+BjnimtjFqxEsDY4NZ+sxlIoCTnJb+ldhHpg8pW/lXP+KYVhgtQB/E/wDIUrjsYVkMyN/u1eOSapWP+tb/AHavGgQA01wGBBGaXkc5pTzwaYGSwwxpKtXMPy7hVTFIApaCCOtGDQAlApcHGe1GDQAUUYNG00AFFG0ikNAC0c0UUAKB70CkzRxQA+jjHFMz7U4HmgCVFyM0/ApinFTBcjJ7UAR7lHNdBonhnVNY1TT7JbG4RL1htlZCF29zn6Vk2enz6nqNtYWsTPPO4QKoyea+urTR5NE0TT7YbX+yxJHkDoQOaT2HHck0jSrbQ9Jt9NtFCwW6BRjjc3c055QJBzyalkuEaPeGznrx0rFt5pL7W0jQZhiBLsP5fWuZnZFJI3wcJgihptmAKSRtqnI57fSqDsXfrikNI0IpGdx6VMzZqrAmEBzzT2fFAWJk9+acxAqCJt3NPkbiqQmh24YzmmPJgZqpNcBOAarXF4EiZiwAAyTVpXEJqN6IYWdnwBXz7458XSN44ju7EhjZLtQ+h71v/ETx+ySPpmnybpWGHYfw15SsJdi8nzO3JY9Sa1Ssc85dDc8SeO9Z8Sp5U5WGLGCkYxu+tcwFPGfWtDyV6U14wKoysUsYqN+lW2jFQuppDK1FKRg4pKAFFKrFWBU4IptFAjbtLgTIAfvDrU8y4kWVODnmsOCbyZQ69uo9a37aVZ4ww6HtXLUg4u6OqnK52/h3WvtMJjnkxcRjEJHGfY1txX2+PLjDHgj0NeXCaaxvFxkc5BNdrpWoLqIClx5g9e9eRiqFnzI9SjUurM6FrkBAMjinxyM7AggiqYjU5zuyOCMdKVEcHAJX2NcsKiR0NGyLgpCVBya0tH1A7wjfd/lXOxK/d8rVyJ/KwE7969GhXs0c9Smmiz4r8L23ie3ZkAjvohmKYd/9knuPbtXlUTXOnXj2d5GYpY2wQ3b/AOtXtOkMTM+/IHUc1n+K/CNv4mX7TalYdRiHEnQS47GvRqUlVjdHCnyM5TStZltWUpIcfdIzkH8K7ux1a3vVADgS46HHP09a8iKXmk3r2d7A0UyfeRuOPX6Vs2uoMuwgsO27d0/wrx5qVNnQmpHq9vOUfKNwOMYrSinDr8/X2rhdJ1viNJsAjjeemPf3rqoZ1KrICCp7g13UMWnozGdJ7mwiEZ2/c7D0oNurKSv4iorefKjad3tVlJQx/umvUi7rQ5JJozNQ0q31Ozks763WaFlxtPVf933rxLxZ8Pb7wvdfabbM2mdVlAOY/Zv8TX0KCGOGzkjrnFEtvFcRPDOiSxSLtdHUEEe471dkZs+YrXUAS0k0u2KPqByW9gK53xHqEmoTRyeUYoAT5aHr2ya9O8f/AA4m0ISapoiPJpp+/DnLQZ/9lryPU23lG2gMc529O1ZtWYrlBXZTlWIPsad50v8Az0f/AL6NMooEP86X/no//fRo86X/AJ6v1z949fWmUUAPMsh6yMec9e9MyfWiigBcn1NGT6mkooAXJ9TRuPqfzpKKAFyfU0ZPqaSigBcn1NJRRQAUUUUAFFFFABS4pKKAJAxB61PHNzyaqU9Dg5HXtQB6T8KtStNC8U/2neWMt1EqGMOi5MJJ+97+lfRkOq2Eth5lldxzxScKpb5s9+tebfDfTbODwfY4hQySgyMzDOSa6e9sLDaxEYikA+8ny4rP2lnY6I0bq5R1XV5rbUoLCzjM0ty+wIOoz3rrdOsk060EQILE5kcfxNWD4a0FrSebU7qRpZZBth3/APLNf8TXQyy7Qc5PA5rFm9ugy5mwpA6mqNiXvb1iozCgxu7E00+Ze3fkJkD+MjsK2FiitIRFGgVVHT1pAOLBFJxjArLvNRSBC5I3E7VHrSajfJDCzyOAq8sc44rnvDLT+JdWk1J0I063JWDcOJG9fpQNLS7O2tEZbdSw+cjmkuH2qTjGKlZtoAzWJrOpxWdm80r4RRkk8VUU2yGVb/UUtsvKwA7Zrynx38Qiitp+mvmUjDMpzgVzvi7x5c6tc+RYSFYFJBYdzXKRQkMWfJc9WJ5roSsc86i2QxYnkdpZmZ5GOWYnJP51OF4FSAelFMxGbaY6e1TAetNI9KYFVhUEiZOatulQupFAXM90+YcdaayFeoxVl0+YexqSWMSJ79qhy1KKFFKQQcHqKSqEFWrO6a3lBz8p4IqrRSavuNOx1IZboozfN6c1Zt2l0+7WWJ8qOpHasyxbYsZJ4xzW6hWdAu1duO3evOq6Ox6FJ3R12n6jHqESksqyAYxnlqtGUjt0rhozLasWjyMfqK6Sx1JLuIB8CRR+deZVo21R306nRmoJjztatG0+cAlgT6ViLKC2E5z1rQsLoA4PTP5U6CaepcnodRagxjgnceDmrdnO0V4VzkE5rLhlLoGQhqs2jFZy8gxXu0nax59RLUteJvDlh4itTHOBHcD/AFM69UP9RXkF/aX2gak9lfJhlPDKMq49Qa9klvD05wDwah1rQbTxNpH2WdQJl5hmA5Rvr6U61GNRaGMZOJ5rYXu9QQfw9K6LTdae1cEEmP8AiT1rhZ4brRNTlsbweXPGcZHAYZ4NatteCTB3EHHX1rw61FwZ1xlzI9V0++S4TzrZ/wDeXPIrchlSdF6BsV5VY30ts6yQuUfpnPUe9dppOswXgCo2ydfvR9Afp61thsW4O0iKlK6ujp1YqcNkj1qzG3AzyKqW1wswxxVkqQMqcCvdpzjNXRwzjYleJZEZSqsrDBVhlWHoRXzp8Z/B9l4cv7G+07MdvfNIPs/aNlCk49jur6IR/WvGf2hjmx8Pf9drj/0GKtJWsYtHg9FFFZCCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACnL1FNpw60Aez6H8SPD2laHY2he78yCFUbFvkbh75q7F8VvDkl0jXM96IgckLbZz/AOPV4Z2P0/rSCpdNGqrSSsfSp+Nng3bgS6gAOAPsnT/x6qd18Z/CsinypL4t2za4/wDZq+dxSetLkQe1kfR2m/GLwZZW2Gm1EytyzfZO/wD31Us3xs8IuPll1A/W1/8Asq+bf4qSj2cQ9rI9k8U/E/SdYt47O1lukglkAuHaHaVjzzgZ5NdbY/GPwPpllDZ2v29IIVCootMf+zV84dhTT0FHIgdWTPpKf42+EnB2SX+D62v/ANlXmfj74ijxHstdOaaO0H3yw2s34ZrzkdRRTUUiXNlyC4hjAzuz64q0NQtgOC4/4DWQKD1qiDYGo247v/3zSf2jb+r/APfNZNFAGt/aNv3L/wDfNH9o2/q//fNZNJQBqm/gP97/AL5qNruA92/Ks+k7UCsW3niPQn8qalwq9c/lVWlNKwyaZ43+Zc7u/FQ5pKKYBmlFJQKANOG+iRACWyBjpWhaa1bwnDtJj2WudFKOlZSoxluaKrKOx2H/AAkOnADLyn1/d/8A16YNfsUfKPKBn+5/9euSoqPqtM0WImegr4w0to1DGVHXusXX9ali8aaWhyzz+/7r/wCvXnBo70vqtNFfWqh6/ZfETQoeHe6A9oM/1q8fid4bzxLeD/t3/wDsq8TpK2jBJWIdebPbX+KHh102+Zee3+j/AP2VXbL4s+GYUAkmvs98W2c/+PV4JS96vbYl1ZPc9i8aeN/CPiHT0kt5bxdQhOYna1xuHcE5rjbbxLZxgbjIPolcgO9BrOpQjU+II1pR2PR7fxrpSEGRp8+0X/16sp480dWDebdBx0YRcj9a8vpB1rB4Gj2L+tTPd9N+L+ixxAXct35q9JFgzuHvz1rch+N3hPZ++e/De1rn/wBmr5tHeg9K2p0o0/hIlVlLc+lj8bPBjdZdRz/16f8A2VecfFjx1ovjG10mPSXuWa1kmaTzodnDBAMcnP3TXl9Bra5nds//2Q==", "path": "002854.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002855
Men Tshirts
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", "path": "002855.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002856
Men Tshirts
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", "path": "002856.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002857
Men Tshirts
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XK7y8n9xOcfWsG61m7uxtLCGP+7GefzrPz19+vv8AWvncbn8I+7SPQo4By1kac/iG8ckrsiXsMbjWfcapcTAiSRmz+AqPbnqaXywK+crZlXqu8pHpww1OGyKredMxxjFLDZc7pDn2q2Bg0ucc1xOtJm1kthnlBRtQACo8lflY/jU+7JprAMmDwP5VMZu+omVpEZR8vNMDup9j61Yw8fGN6+tN2RyNkMBXZSrcrujGUBGdJYhuGGHTHeua1K3KTMSpAPVgeM+hrpTb5XGe/FVJbZo58kAxt8pyARXuYLNHfknsc1Sit0cstuztwOBU/kED09q2zZQKSQuxv9npUUtqADh0Y+/Br1IY+lJ2ehk6UrXRivFgdDUJQ4rTeIhsDBpVtWb+H9K6lWhLZk8rMoRux4rStLUqASeasJaKp5Bz6Yq5bR/N86lV9TxSdSnHdhysxLu1Yyq2DnPSpkuRbXUUWG29nHTJOP6Vr3LWaghfmfrnNY94XkkiUDGZF6Djg5rkq4+m3yU9y4Una7NBJi0zZbAB7VMLnLhRjJOT/hWaCyswHUk9ant1O8A/w9T6189X+JtnbDpY6FZFKjPpS7o+nBFZvmkAYpRISK4uZxd0a2T0Zp27+RKHt3aMj+6SP0rbttdlQhZ1WQD+IcE/hXMwuSMVaU4APNddHMq1J6MwqYWnPdG/qemaH4ssGtr+2S5BHUgB0+h6ivD/ABl8ItS0iZ7vS3N5pg5BP+sj9iO4r1WOVopBIhKMvO4HpW1Za2GBjvVBRxjzNvyn2Ir6fA5xCsuWejPLr4OdN+7sfJVxpdzC/wA8OQe6jINV/s8gbBjb8q90+Jnw/iW0bXvD6Zj63EERyAP7y4rxl0cklWJHrnrXspxkro42rGeInyfkI/ClETd+DVprebsTinLZSZ6imhEK26cbifwq3ClupX93uPuakisHzyasx2LDkfyqku4mWbRk3cW0II7sua6TTtSmtsGPykPtCprAgt2UjNacETZFaJIhtnVx+J9Te2LG52MCU/dqEz9cVh6nqd7cjdJdzt/20NCJtg21G0YPam4pDuznLpnZiS8p+rVRdGJ43/nXTy2alulR/wBnq3OKlpFK5y/kyEgDOanjtZmH3W/KuiXTo+Mqc1OltGmMIOPYUrAYMNnPwdhrUhtbg44xzWpHACwwvFaEVs3GI6pCaKENtOAM8Vc+yztG/J+6a2ILM4GVwatG2HlNz/CavmFY87s2ht1CySRlguGJUn+la9xPpj6U6JJasWVQPm2sCDXDv4hsnJ+SYf8AABSHW7BxxI44xyp/xqeZBqdDqziXRoYYpt7RzklA5IxjrisCSCZEBaJgD7Un9pWUjfLOv/fOKUX9qW4uV9+TS0BEA3AnKn8qYzZPOau/aoGb/XoR9aPMiZOGQt60DuRaYX+1gR8sMHHrgg17pbfEeyuoYydPvFcKqthxjpjj2rxJX2PvhbY2MblqaHVtRhz5dwMcDlAaAuereI/GOmX+i6nYrFdpKLZuXwQenpXiB4A+nvWvLqt7L5nmMp8wFW+Qcis8xp2jwPQUMLFQkE89K6DwR4XuPFfia3sYcrCrB7iX+4n/ANfFY5jhHzFW4GetfRPwm8Mp4e8JrdzR7bzUf3smeoT+Ff6/jSHsd7p9pb6ZYxWdrEI4Yl2ovoPerYYY7VUEmTg4qQNgZ9s0nEOYsBhjrWNrHiO10w+SA1xdn7sEfXHqfQVU17W5LZhZWRU3ki5Zj92JfU+p9q5uO2WMM29nkc5d2OWY+pNeDmWbRw14R1Z24bCOpq9i1d6ne6gf9Jk8qI8fZ4m4/Fu9VlcIu1MAf7IwKcUx2qIjb2r47EY2riJc02e1ToQhsh4YntTt1RinVx2Nh4bmnb/eoSPSmksKXKBY3HuaYXx3qEucVGZD3pqImWDLSedj3qsXpher5A0Lgnwc5xTHKtyDsf8AvD/Cq3WpkA21SVgsmM+03EGNw3rnllH86lF7b3KFSQARjee1MLHoOmc1WlghmJLrhu7Jwa3pyje5nKOhZKtJGcEF15yvORVKeLdnJwaoXVtNa3ME8VxlASg3cEE9MnvTpdQv7f5bq3VwO4H9RXbOPNaUWZQdtGQTJLET87Y7cVEl5Mn8ZwKlfVLOYbZI3jJ7qQf51UeazB+WZse6f4VrDnS3BuPYtDVJcYB5qM3M8xwWOPeoFktWP+u/8cNXYZLCHDvK7N6BcUpOXUa5WWraDCKzkdKmkgzPESMJk8n6VV/tMF8W1uR7kZP504LPNL/pB+XZnaG6k+vpWdKL9pdjk1y2GmRJG2Qqdv8AExqyh4wCacYVVQqrgADFNAKmuepPmbKSsicDoc1JGm6okNWohnGK5ZMpE0KdqtdBUCjHNTLgikirDuDQMqcjuMUAU4DFVdrYTSa1Fhmlt2LQELnqh5Vx6EV5p458IR2kh1jS4ilnKw8+3Uf6hj3H+ya9L20oWKWOSG4XfDKpSRT0Kmvby7M6lOahJ3RwYnDRkrxPn8W/PC4H0qxDa88itbU9LOlatcWDZKxP8jf3kPIP9PwqJEr7WDUlzI8ZqzsRpAoHSjyucCp8e9ORGZsY49aoQyK3Y9fWtK3tGIHFT2GmTTsMJxXS2thaWgDXcnI/hWjmsFrswTYsABj600WQHXNdYk2n3U7fwAn5R6CmXGmRN80JUqan2ncpxOXFon92nC2QH7taslk8ZPymq7QuOoNUmSZ7W67uFp8VoG7VcERJwATUyqy9sU0wIYbVV6rV1EA4ApEJz61ZSF3H3adwEQc0+QEQv/uk/pVhLQqMsaWRUEUnf5TSbCx8xkcc00nB604jNG32pBYackjJpCBTv46GGeKBjNvJ4zQAR0FOAxSDOaBAGfsx/BqcJplH+tcf8CpvU9eaTGaQEgupx/y3f86cl7cKcrM2feoRx2oCnORxRdgdP4M0268SeLdO0vzCUmmBk9kHJr63Xy49sMXCIuxfoOBXiHwC0Avd3/iCZfljQQQ5HVjySPwr2iXMNyOepq4aksncsDketMuL5bS1kuJD8sa5z79hU5wUzXNeJbjAjtAeG/eOPYf/AF6wxtf2NJy7F0Yc80jk9Q1G4Ekkhb97Kdzt79qm0zUZJRtk696z7o736Z5pLaVYJgT0PWvga79reT3Z9FBKCsjqlkDrRtFVraUMvH1qxuryJJp2OlbDSD6UlONJmi4CdBUbNT/rUTvjIFNIBjPUTNnvSsc9aZjnitUhMWgAUAUo4pgKOtSpmmCpFPy4qWMRx7VAxxmrZxjmq7oDnFEXYTZRvIxcWsiY7ZX6inQzma1STBAdenvUpTnPpVK3UpJcW3QI+5Tnsea76Uuam0Yy3GyW8Lt80KVXbT7Uj/ULn6mr5HPPFMIpKrJDaRRXTrUMD5P86spaQAjbEgHvzUmfelHTmiVWb6iUUSIqggDApUUNMxPcgfTFH06iiH19cn86um3ySkxN7InOTTSKkFNx81cd9TUETHSrkQwMnrVdTip0YetZyGiypzUgquH9elSCQdqm47E2aA3rURkpu/3p3YWLAPPWlJDfKehBqBWqQN0J96cZNO5Mo6HI+MLKNjp18fvvG0Eh9SvI/nXPCyLgbSDnoa7DxHYPf+HJZYyS1jJ9oA9R0b9DXCpLjkOcdRg1+gZVXdXDps+exUOWoXF0xgfmkVQPWrsMdlBgtiVuuB0rGNwNuS5Ptmomvzj5cL9K9NM5zpJtWO3AdIU/up1qk2pqD8vJ9TWG1xu70K/K5Jp2C50Md9t74/wrQt9SII2y4Hoa5d5fn60q3JGOaGkF2dymqZADqrVKbqzcZZMH2rhkvZUbO7pVlNXde4zU8oHXLcWak4Vj+FL9pgJ+WEn61yg1uYnggfQUp1m4P/LU00gudYs47QL+JqYTvjlkQfWuLGpSs2TIasJeM4zvOadgudY1xboMy3G4+i1TudWjSJxDGPunkj2rnzOx6nNQy3B8tvmNPlFc8a20Y9qfjFJQMjK0BR6VJtHajGOtICPbSFaecUYoAj20bfanFaMYosAzYfSprW2lubqKCIEySOEUY9aaATXQ+B0ZvGOnhVBbcduegOOtZ1JcsWyoK8j6X8BaRHoHha1so0AxyT6k9a29TQmIOo5U81Rs5fsy2duX3fu8FuxPc1r3ChrZh14qsMmoJvqRU+J2K8M+63DVxmrTGe8nfPfYD/sjr+tdJJOILZyOigk/lXHO7GFWPVvmP414vEFblpqC6noZdTvLmM6RctVO+XZGGBxzV9xzUF1H5ttIuBnGR+FfK03qj15FnRrwyJsPVa2w1cZpU5inUZwGrrY33jIrDF0+WVyqb0J+aCSKTPGKRia4rGgjGomxTs0mMmrQELDP0pVSpgmeoo247U+YTI9tGKfj2oxTuAirTwMU3NKDUsdxxGRUTDmnluDUYOaaJYm0dqq3C+Vf28oHySAxN9eoq4KgvovNtJQoy6rvXA5yOf5V0UJWlZkzV0Mli56YqLy/arKyiaFJR/y0Xd9DjkUw1U7xdhboqsm1hTR96pZSOtVDIelNK4m7FsnERbPQfn9KdEPlGFK9ODVYPuXngAZYnpirELFsV0TXJSt3IjrItKp20hByKsIgKUhjrzubU2sMUU7OBShcUuKTYxQ2RUimmKOakAxUNlATmk5pO9FIB2eeDUgY7Tz2qCl3AI3pimtwZJZoJ7O7gbkSwSRn8VJ/pXif2lgoXPQY/LivbdPYjdt7qyj6kGvCHJEsg9HYfqa+zyCrem49jxMwjady0JyRyacJM1R3Yp6u3rX0aPOLytUyNudB71TRjipYmJnTHY81Yi08nJzUfmkdTUcjkmq7yEdKQItm5GOpqP7SATk1TMnqaj3jPIoGaQuh68VKtyD3rKEgzxmpFcE96BM11m46ip4rnb3rIDZIAqwjVSEay3We9MkkzG+fSqaMR3pzuRG2T2oC55yVxSbSKeCS2SKU4NIdyOkI55qTFB5oGRYFGPen59qTHekA3YaTYafmkzQJiAEGu2+F1os/ippmGRbwlh9TwK4rqDXqXwetN895Lj788cKn8z/SufFS/d6ddDaivePY9R3QMjjP7rbk/QV0NrMs9srddy1j6hFvEvdTmo9DvNoNu55Q/pXZCNoowk/ebK2ss8MN1FjkqWXFc9KOijsMV2euCGTTZ2I+cRnFcI87QMkM4JyvyPn73t9a+U4gi5TjY9XLXoxrjGahI6jPXip3wQMd6iZMYNfOR0Z6m5z4/c3jA5wH4rrbVyY169q5bUU8u7LDowBrftJcwRnd1UVviYqUUyYaM1t4pofNV1fvTg9edympOPandqanIzTyc446VmxhjkUhpc000AFITSFhTSapAKTSbqaTRmmIcSKTI7UE008nigB460/pg/0pqeppcimpWYdChagRGe15/cycf7rZPFOPPpTbjbDqMT4G2dDG3H8Q5H+falfIY812VVdKRlHsRSEEEVTcYbmrj8moJMKu7Az0pU9XYctiOMnGAfvHBIOOB9O1X4BkjFUxGVmVDz5agfjnk/0q/AuK2xbSskRSXU0EX5RQRiiLkZoYc15T3Oiw3FLQRS44ouFhVxTqRcU7HoaQyM03NOPBpvrTSC4mTmgkbTTT1pVI/wAatK+iC5YtmEW31Y4FeH6vGLfW7+EDhLhwPzr2i3lV5fM52IcL/tHvXiusM7a1qBkUrJ9ofcD25r6bh+LU5Hk5g72KoYGngnj0qIdafkV9ameSywsuKnt5P3ynnuaog4qxan97knopqkxWJHf34qBnqRuVqIigNhh+tNJyRS4pwAzQAgPpTlPNJ0p8ZUMc/lQA9WYNwc4q3C2RzVRexFWEYBapCLauueDTXYlW+lQq2fpTix2Ee1AHFlKbs5qSkxSsMbsNIVwOKkoNFgIdpNBWn8g0hHOaLAM25pNvoakNNxzRYBuw17X8IbfydMsH28zXTyfgBgf1rxUnAP0yK+gPh3am2sNGjAwBbNJ+dcOMduWPdnTQW7PRZk3qePasJlNtfBhkZrfQEqMnmsfVI8MDjoc16kdjjY+/bzNPmOeSmB+dctfJDPG0Uq5jPIx1B7EVtXEv/EufB7Cudu3LKcdDXyGeyft42PYy9e4zNhvGt5vs9w+T/A5/irQWQPj1PUVg3B8xmjlyR/CQcEH2ptvdywTiGVuRyG7MK8qVBTXMtzuU3exc1mI7Y5Bjjg1c0yTdYwnHTIqO5ZZ7KRcg4GRUWkSZsmGeVfH1qWr0rMd/e0NgNgYqeHnrVJXzVuE8Yrz5o1T1LgPHXpRmog1Ozx2rCxY7JppJpvPWkzzTsA4kelNJoJ4puc00IM0UUYpgKTikzk8Up6U3vTAkB4pd9MoqbagQakC1izqPnhYSL+HWmlw4V16MAw/GrRww2t0OQfoazrAMLZoGPzQOYz9O1dkPepPyM5aSJfvdKaVG/kZVRkj1qXjHHSmDcIV6fvDk+wFOhvcU9hsYJYsc5J561bjGBUK8cCp06VjVm5O5cFZFpDSk5NNUgUpOPxrkZpcWigc0UBceBRuGcYoB4pjHB60rBckI4z1qNvpinxncOuKa3UiiwiFutVrppH8u3h4eTJ3/ANwdzVlwT+VU7qTbtXjJXn/Cumjvclk6MgMUcfESFQPpnmvOfiJaLaeOtSRPuyFZf++lBr0CJG8vLfxdK4X4kOJfF7Pnk2sJb67a+nyOWskeXmC2OQzntTgOKQ9aXt1r6dHlC1NbN87cfwmoR9alg4aQ9gtUK452JGAKYSPWlY0mKAYADFKFHXNJ2AzQxweKAHFe9IOD0pNxJx2qVQM9M0xCqOM1KudtR45qXPFMBw4GKCRtNNzSE8HNA0coaKCaQmgBeKQ4pKKBCY70HpRmkzQMbmjrQaOlACqhd0QdXYL+dfR+gqtvOigYW3slTHTHAr590WH7Trunw4+/cIP1r6K0e3Nz/aDdAdqA/n/hXl4l82IhH5nXS0pSZ0dhdLOgw2e+fWm6qn7gP+dYOmztZag0Dk7Wbv2rqZU862ZSMkivaOHY5G4ci0mB7GsGVt3etnVMpBMO+QPwrCGCeOlfHZ5/HR7OA+Ayb0Yf0qNVF1CEY4kTmN8ZwfSrN+uT0qlCxVxzj09q4KUrI6mtSa0uD5bxvw44ZSelP0tsfaIweQwaqt/GygXUY5Aw4Hf0pmkT7r1wDy6H9DWrgnBtAnZnTRN0q5Ecd6z4j05q4h4zXkTRvF9S0G96cCMcVXDCnhvQ1g4l3JwaQmmA+9KDSsFx1GRTCwpfxosA480A0goz6UWGKeaQZBopRQJjsZpDxS5pCcmkMVSSOgxVFk8nWCMfJcR5Huy1cHXrVbUgy26XCfegcMCBz7iujDvXl7kT7kjqMbQeScAU1v8AWEfwoNo5qYlQ3nfdQfdJzzkdqiH3eQfU1tKLpwd+pmnzMcFWpF4AFJg+lOUZNcUmbonWlzmkUClPFZDFHWlpuaQmkBJxio5DilU+tNkGDmmgCFsPg1JIcMarhuQRU78jPc02gImJ2k1UaE3F8WI+UYFWuTxT48ICcc1pGVloK2ogA83HZFry/wAdrOPGF55qlSVTy/dNoxXqEYzFI56kEVi/F7Q1js9L1hFxtQQTHHt8pr6TIItykzzcydrI8mPejOeMUHPfr3xTgvFfWI8diYIqaL7jH6VHUkfCNnuaYgbrSE47UpPtTSc0DsNLZ9KAfWlozTRI5fvZqeM7etV1ODUikZyaYFjIPIpM00OKXvTuAufSkZuOaKUjii4zkwc9aQjmgEClPJoAKQmlpDQISmmnUhoASig0lDA3PCEfmeMNLX0m3fkCf6V9IeF4t9peN/em/kK+dPA+f+Ey009cOx/8dNfSPhYeXpxI4DSt/hXmzjfGRfkda0oP1Kmt2ZilSdeM4H41saRc/aYEOeehqxqFn9rtHQD5sZFctYXcljdc52bsH6165wjvFNt5Ebvj5WNcmpHpXXeLr1LiwjCDJZq49Tz+lfHZ3rWPbwC/dkF4oKk1kPkPkVtXKnb0rHnGDmvNovQ6mizEwkiKtzkY/DvWPpxNrr8UZ+6xZR+IrRtpCDgnis+9/d6xbyDjEgz+ddlHdpky7nTxMRVxGOKopgOR6E4q1GRt615dSOprF6E+akQ4GKgBqVa52jRMnUmn5pqjAzS5rNjA0Cgmkziiwx2SKcM00U8ZxUgFGTRmigB1JQTRmlYdwHWmz3EUEeZiMNhBkf3jx/U07PPWs7WIJ7q1VLdQ0qv5iof4yvNdWE/iq5nU+Epi6ul1OOSQuqyPtZSTsAIwAMntWyoycgcYqPzbG4W3ukwY96tIHPzA8/Lj1zUse7YCwwfT0rpxjutTOjZD6coptOWvMZ0kq0pJpq0pGKiwCUZooosAoPaiTqKRT83NLIQRmiwERwKsZygx0qoWz3xU8TApg1UkK4w9aHfCHmkc4Y1A7hmVOcE1UUFy/Eo2ImepA/Wum8aaMuseC7+zC5cQ709cqM8VzEOQysOxBBPbFd5pd+mpWYIABHyuh7GvpsgqQXNFvU8vMYy0kfJmSR8ww3enK/auv13walr4tfTY72JDLLI+GP3B1Hf0NYkmgSxaXcah9phaKOYwqob5mI7j2r6xRZ5DZmgFuakH3Md6jwykqRg9sjGKk6CkAzJoPFW7LTbu/ErW0W5IVzISfu1U607DTEzSjkUqo8kixopZ3OFQdW+npU7WN4lw8BtZPNQZZMcgU0iWQY4pwz3pVjkaLzVjYxZwHI4z6UDAOCPqKHoA9eelSD1NRJkAfj+VSgmgApQf5Uh64pwxtP0pNDORHHUUtIQVcg9qXIPSquAAUhyD1p1NYjNAhDTT0p1Ieh+lADeT0zntxmtmLwnrk6K8enuysu5SHHI9etZ9tZXF/cC3tbeSaUj7irnj19q9A0Tw/wCJoo1jiMUcscBJzOudvcdaLXBmZ4L0S9sPGFsbyDy/Lieb7wPGPavoHQozHolpkfMU3n8TmvKPD+jXNnqFzcz7SHtBGjBw2SSc165CptreGI8bI1GPwrz6V5YyT6JHVN2opGrG2QM/lXNa7YeVceao+WTrj1roLeUHj1pmoWwurN0PplfrXqvQ4zzvV5maO1jYkAM2azI+cVqeILZrY2+7jLN/KsmI5Ar4rONax7eC/hjpl3cegrIuF6gj6VsvkJmsu6HznvXnUXY62UEO1qramM7JB1BBqw4Ac1XuzvjArup/EmZs6PcPMLA8c1OjgYFUVOVU88gfrVlD0riqrVlx2LiHPWrCDIqrHmrSGuORqiUE4pQc0g6Uo61kNC0UZooGOAz3p4+tRg+1PBzUMYUooooAQnmjNBpvWmApNRzRtJFlGIkQh1YdiKcPvVYRQRjFNScXdCavoZdrYv8AaDdTMGfOcn16dK0wAFC1IFxxjj0pjDB4onWlN6lKCSEGDQBjpR07UtZjJFpTyO/FIoNOwcVNx2Gc0nOeaeaYTTCwZ9KV/u803NKxyhoJKrntT4pCpweajblsUDg8VrbQkkmfKMec1XgO64JPOKfKcRHPY5qCy6ls/eJNXFe4xo1lbcVHQVq6bdtZ3glXIUjDj1rHjPzpWgAM8VFKvKhUUosVampxszhvjJZxxeJrS8ij2m6g3GRTySvH8v5Vw2kTS2ur2j28KTEScRyHCNnjJr1D4gabLrWm6aUkRZbd5FJbuMZArgLDSYLH7HqWsE/Ypg23yvvbh04HP41+k4Gt7ekqkWfM1oezk0yp4gtrm21ydboRrM5DskRyqg9MVnEsV+UZf09akuJFnupZFaQqzEgyNuYr2yavaDafatWiBuEg8oeYC/IJ9Dmum15Gd9C+sVnYCztrXVZYGuxi8B+XaMd/SsjU7eC1v5YrWQywr91zxuFS6tey3+pyXMvlllYDCL8pA9fWtLxAlxcWtnqMsdtBG8YCpH1Hrn1q3qhLRmVpEdxLrNmtqyx3G7chbpWrd6xquka7fF5IZ7iVQjMF4/D0rJ0xbVtSgW+d0tiSSUJznt05FNvzaHUpxaMWgD4Vm5J+ualfCPdmpYas9zbQaHdyQw2TyZe424bHX8PrSRnRtK8TESb73ToQQSnzZbtj1rOsLSa9vIoYLdJ5chvLPQqD06Vo+IryK71FY00/7EIF2OmeSe54qr6XYuout6fNbXZumsja21yxeFDwQPTFZy4J7/hW3bz2+raNMNV1KaS+hGy1gA5x2wB1/HNY9tCz3iQy7osuFlJU/uwe59KTjd3QF7SLGK7vInvvMj0/cRJMAdq8dCarautlFf3MenzGW2X7rE559Ae4rc1m8bQ7F9A0+6hubWRNzSEAsmTnHvXLyLiAhfugYHGKJWWgzl5gBcOue9RhgvanXQK3L+uahBqbDJt1ISKZzS0CAtRmmtSBiDkUAdX4S1iXSILx4EHnSYG89cdx/KujsvFUAguUn0aG5ebpIXKsvr061wGlP88o9QDXeeA9GtvEfiCLTbuWSKNlZspjPH1ovoLdnWeGZhf2xmW3SBZLgRhFJI4xnr716dd/OSR9K5Gy0G10PV7fSLN5Hhil35kI3Fjya6/hl45ySa87AXdScn3OvEaQjErW0+x/mNa8f71OCKwLiNozuANWbS7IA5wa9VnGc347BQ2vHQsTiuVhYKw7iuq8ZSGYRA8kqa46FsBSeSpwa+LzV81dnuYVWpovP901mS8yGtMfPGcVnSjbMa8ynudRnXKlWz0qpIPl5rUuRujPHSs4plTzXdTehDRrRZ8uL3QH9Ksxc45qCJcwRH/YWrMS1y1dy47FqPNWkqtGCKsR1xzNETdqUU3tQDxWVikPp2KYOlPFJgPA4pfwpAcUoqBhRmlIzRikA080mBTjQBxTAQcHpViIdKhHXpU8dTJjsSEDHSoivfNTdqiIrNFEdLgUuOaOKsLDlNPB4qMU8c1LAaaYakIwKjaqQDec048qabSjlDTEVWP50nPPNK3Wm+g9a1RLIrt8RKgPLZzUtjB7HAqrJ+8vMDolaluwjhNaTdo2HFXHggzIq1o44FU7CBpHMrcDtWg5x34riqWvYG+hTv7C01SD7HfgmBzgspw0ZPG4V5gLO68PeLn0uS3OoGPMcKM+ARjhh+FeovIueSD9a5XxZYW63UesvNLEVjZA0fUOOn4GvrOHsal+5l1PKx9C/vo83vUmhvJo5kCSoxyo/h9q3reGWw8MhntIJftzhYm3fMpPtWTa2cl5ehnR7g7t8vTJHfmjVri3uLlRZxPHBGAApPf1HpX2CdtTyGizPod9Dqcen+WjTyLv4PGKsw2yvpV1ZGxml1C2cgvu+VB6DPSsVL27iuUuBcy+cq7Q+ckD2rS0O8ZtTkjudQe2huVPmyHnee2aE09EIZ4dNyutobW0W5kCHMTnAI9c1YOsrbDU4LjTU8+4ZtrA58skYx71Ho8MQ1+SKHU2s449wS4zgt+J7VlXOTdy/OZSHYmQ8l/ej4VYDp9NuhqpsbLRYRZajApaS4ZuDxjj1+lc/feat/OlzIJJ1crI3XJo0tEbUrcSeaIg2ZDDncqnr05qXWBpw1OQaU0slqP4nJ5bv1pPWILcbpeqS6PqKXsKRu6cYk5Ug1199fXOhJLfzCzu5NWUkoP+WRx0GOo/+tXCL67T9B3rf1xNL22a6dZ3Fu4iHmecpXP0z1+tVB2iwa1MdAR169+MUrj92cmnbCBzQ6HyzWLdy0cjff8AH19QKhHFWL1CHRuTleagWKUjiI/jVslXE6mnAmlEUnOQg47tTlj45kQe45oAibpTe9WorNpnCxMZD7LWgnh2Z+Xyv1OKLMLoh0ML9olUjduiOOehyK7PwVq9vonim01G7Zkt4yfMZVyVBGKyNM0QR3aBY97sCv3ia6O10KKLKXDLG5HQcmlPSLEtWeo215Hf+J/tkJ3RS7pIzjGRjGcV1NsVkCnt0ryTWdcl8NraXNqiSbCIgG44wKfafF5YyBJpy9f4Hx+tYZXQlOnKa7muLqxjJJ9j2CWzWZMY5rImsJbd9yg4+lc3Y/FrRZkHmx3MDdzs3D8xW1b+OdC1LCR6jbbj/DIQh/WvQlSnHdHNGakY3iMsbmFSM4Q1yEkflzMpB+YV1OszR3F4THIkilRhkYEH6EVh30eYvMHBU18Bjql8TI+koRtSRHbybgB7VVvOJD9Kfbvtk+tLfrnYfY1yRVpGvQpv/q2FUF5JFaGzKk5rP6SkGuqn2IZrW3NtF/umrSLjHNU7L5rZfZiKvJ2rmq6SZSJ0HNTDpUSmpV6VySNUSL0pw601elOqBocDmnioqeOlSyh4p+KYtOqAFpaZzmnd6QC0mKWloBCqKmSolqVamRdiT+CozTyTTTUIBhPp1oApTmkNUALyalH0qMcYxUinmkwGtUZqVqiamgGd6eh9KjPWnp94YqhFR/8AWN9ab0IPpTpRiRvrUZ+vatkSxIIC++Q9zV2MqrBHxtHPNU7nVLe0g2qRtUct0Fcxe+KN5YW5JH98nArphhqlXZaBzKJ3s2rWtqn3wB9axLrxPC2ViYGuSgtdS1Zt0MU0uf4v4fzrcg8EXbRq1xfW1uT/AA8sfzrZYOjB+/LUzdVIU608hwMe3NJcXTappV7ZSITuiLg+jDkVet/CNvCN1xqkbj0RcD86sanHpWh6PcTedGCqFUCnJYkVvQ5IVlyLW5nVkpU3c8usdSubYu0Ehjd12uw7ioyATnOT6mq0QIxng+lTKSa+1g24o+fdrgU245NJC5huI5dgcI4faR19qdvNOUqP/r072JsaJ1azutZa9vdPXyWj2rEmDg1Cj6R/Y9wrWsgvTITEccBfwqsY0P8A+ql8tHzz+NV7QOU2zqunaHPBcaERPJJEVnEucA/41gSSNNM8j43yEsdo4BqUQDAy3XrUiQoO/Sk53DlsRwxO0sYjxu3DbkcZzXSeJl1Fry2TUHgYrH8nkLgYOOtYihMYxUplydzMWPqeeKOfSwW1DyRjApskAGR7UpuOtRNKSGPtU3KRyc5k/hc9T3NRbJGxukNXwtpM4EsksaDuq7jVuC60qywbewknlGf3lw4/kK2sRzFK00e8vGyEbZ/ebpWza+GoYxunl3N/dXIFQSeIryRdohiUdsgnFV21q/YYEwQf7C/41SshanSpbLCgWKHbnuAajkjKEs8gA9WIrl3uruYfNPM574OKrbZnwGEp+pzS5kLlZ1y39tBKjG6iXb6Hn9KeniLT4X3G63MvAIXNcitpM5ACYHvU6aVcMpOCQOcAVlUkuVlwjqjvPGbCTSbZlztaRSAf93rXCGJgeneu58VEN4dtWPVDHz+Fcf5oQHPJFdOQ2dBrszlzRtVFYhRzHwciiS4JRstwBnrVW4uSScCo0cTEIQfmwP1FeniakYwZy0YSckewaOFh0m0iI2lYV/M8/wBa0JYlkhK9iKxbuKe3ETIxIVVBH4Cr1jeGVAHPzZr8oxicqrmu59rSsoKJRGY5cHtxVmcB7XceoOfwpL+LZKJAODyadARKmxu4xWe9mUkUEIzis66Xy7pgeM1f5SQqeoODVTVkO2OUdxtP1rqpL3hNFrTX3QOM8B/51ooc1iaPOCbhM9g2K2YvyrHEQtIIstLUyVCnTipV6VxSNETD60o601afWZQDinjmmU4UmMkFKKaKdms2MXvTqbSigBacKZT1pMaFHWpVpgp61DKHnpTTTufSioQDTTdtObFFVcBtPWkpwoewCPUTcVM33ahaiIETHNOjODTD1NOj5IrToBDcA+dn8awPEmqNp8FtFHEZJ52LBBzwP/110VyoDA+tc5qup2ljqRllaMPEuzk8/gK9HBRUpXavYyqbGRb+HdX1dxNf3Atoj0Tq35f410+neGdG09RJIgnkHVpznP4DpWHFr15qEuyyhlJY/eCGrL+H9WuhvuNYNuTzsWPkfWvQqSqS92UuUhWR1TavZW6BBIqjptGABWRqVzp+qlEOovaTJwskeD+Yrn5NEkhYp/aMl1IOSixbjj1wKqYiB2siOc/d2qprKnhY05cyldg2mrWOzg0XR7a18671G5vuPmd5RGn5LVIeG7HWbomOxnjssYDuzZJ9Vz2rHtbk2fl3U9jM9vGflDYMYPuB3+tdTa+J21GCSCGXyLkqdmeOR1qpKrGScdWYzguVnBan4e/svXbnTpJyyQoJFfHLLVYWenvBvXUBvC7hG0Rzn0zWoly9/rkk93E6sYGR0fhhj196zBHp5tsxXE4kxxG6Zya+xoJ+xjzbnhTtztIpeUPSl8gGpse1AHNO2ogXTriSMSRwu6nowFR/ZZFOGUq3oetbLyvFoNkY5HRi7fc+tSxB7mys7ifmU3IjDEY3r9K09mJswfs0mcd6UW7461q3uP7VkTGF83AGO1XpLSF9TuDgpbQIC4HWl7Nhc5428g5/nSiFwOlbCJb3ttM9rG6SRDcUY5yvrRZW9veskaTuJ3GSpXgVPs2NNGR5DHtn6U8252Nkdq0LmKK3QMt0kh3FSi9c0o067eAP5QG/JC7uTUOEh6HGx6dcMfljYf8AATVtNAu5cFYm/WvUvsEKE7YFH/AaesWOihQPatFcmx5vB4Su3xmMj61oQ+DmI/ebVrudjHIAP4Un2K5kI2wyNn0Wna4jlI/CNuB8z/lVpPDNjGBlSxHrXTpo1/J923Yf7xqYaBe4+cIn45o5Auc2umWMf3YFqZIY0HyQqPwrpE8NlvvzY/3RU6eH7SMbmZ3YZ4PShwurAnY4DxOol0W4jwAU2uPwrhoT5qjnOfSvTfE9pHFqdxbDAieMcH3FeYsjWN5JA/y7W4+nanktZQqTpMjMqbnFVIk/9lmRs4OKfb6dGt5Ao/ilUfqKvW15hApBBq5p7Lca3Yps5M6jP417uOhFYecvI8rDTk6sV5noV3Z7gwHasPy2tZvYmuxuICzMQe5rG1CxDKWA5Ffjnt05tPuffRj7qKzYuIT9Kpwv5b47g0kMzQkqT+dMd9z7hWsY20FJsg1HEUwk7SLn8arTyxz2LITkjpV67j+06e64+eP5x9O9cxvODtJ57V3UYcyTRnJ6D9Nulh1mGEniZXT/AArp4mYMM59K4Ft76gZ4zzEwCke1ehW7i4iilAwXXP4960x1NRimKmy1F0FWEqKJcAVYUCvEnudCFxxTh0pQKTvWYxacKbThyKTGPFPFMHSnioYwpaDSYpAOFPWmKKkApMaF709aZinrUMokB4NJSikIqAEwKSnZpppgFKOaaaVTTAkZTgHtVZu9WT92q8lEQIDzSrwc0h60CtbATSr8gfsozkjIrm4G0+OSa5e3h3u5Ysygtn6noKv+INQFhoU0pJAPyAgc8+/auN0T7HqN5GNWnx5gBt4t37v6P+n617GAoN03NvQwqSV7HTprks7+Vp1vJOwOP3Y2qPq3SrEWlaheHOpXqwRf88YBk/TNattFCkW1CqRJlQsYwv4U4XcSsEtYWmkHGRz+tY1MR/IvmylGyC302CGIRQI0aD+7/EferKadDn5oEHvilSC9m5lkEK+g5apl06P+KSeQ98vj9K4JVZJ6yBtbED6au0+VPNCp4KqQyEem0iqGo+H7e7tAth5EE8RDxsFxg98j0Nba2kQA2+Yp9mNMlt2Qb9zcYIcfeX/Grp4qpGS1MpJM8/1ZkjuLfULgOspR7W4C8ksOhH1wTmsJbeyaMlb1gQDwyHBauz8XWIGlJcJES/nruZPugbSP61xPlggHoPQ191lmI9rRWp4mJjyzK+TjFJVnyh/kUwxD8q9DqYM0TdS2miWTw4BLN99c1Fb31xf6rYrPKCqy5VQoUD8KoneYwhZiinhSeBTreV7a5jnjA3xtuUMOPxrTnJsaUl3KdYaILG4M+3lAD+dXLpv9H1p1+95qrn6ViLcP9sW5dQ7h/MK9iatw6qFu7qSaItb3X30B5H0qlJMTRLowAmu2YcC3Ocijw9j+1EbH3Y2OQKabqztrOaCwExln4Z5eMD0p+iPHFcyu7qo8kjk96aaTBIg06AXGswhlGGl3UapI76hcSbiNrFVwegpdMkEGqQSv91WO49h6VZuNMuGu3QREiTLAgdQaT1Wgz1JdGsI32nfIM84NWY9L04YKWg4H8RzVoRAOQq8ZpHwMAMM1VhXImFvbr8kCA+wqH7U4PGQD6cU93kY42jHr1qIKWPp9aBFiKTcPvc/71DOQ3zdKihjwzEEsD/Ft4/CllnhiI8yRV+pFMBOD0HvUZHqMA8dKZJqthGTmQsRzhVz/APWqtNrEe79zbSuR0zgUrIDmfHEHlTW11t4dPLP1H/66811WBr3bKvEy9/73tXsOqW8+vaRNamBYt3zR71wd4rzH7HK115DKyvv2Nkcg14tbmw9f2sep6FFRrUvZvoc3azfu1B6963/Dh83xJpoXr5wNUPE1rZ2GqItkDlUAnw2Rv9qn8JS7vFGnAdTJX0WIxLqZfKbW6PDjh1DFJLue1SpuBIz1NUJImOQa0A3X60jRhu1fjc5tTbPuoqyOR1K0w29Ris1WOcV1t/Ys6EqM1y11BJCx+UgZr0sPVUo2M5xHIwHJzjoR7VxmvTnSLySJVLbvmibtg11ccgJwTWd4i0o6zpuyLBuoAWi/2l7j616uCko1bS2Oere2hgWYH2eAj+JAfxNdn4fnBaS0bkkb19ua4yx4061JGCEAI9CDzXQ6VL5F+Zc8IAD9DW+MhdNEU+h2Ai2mpFUUoIZA3UYzT1HFfNzbTOxDQKQgdqkxSFfaouMiPNPQcUFeelPUUNgKBTxSdKKgYucUZzSUZxQA9akqJRzUo4FSykLTlpvU05QQahjJBS0gpcVACHBphNPxSMuKaAjpR0paQdaoCUZK1Wl61aQjGKrzcNRDcCsxwaRT2zSNgmgYzW6Ap+JYBceGbpTHv8srIBjuDXL6TDGbzyyiySSOC7FQQijsB612WpAvod+o5PkMR9RzXHaLi3jJ6uFAb3bHJr2cJUawzXmc01752CiOU+TG+IxzJxj8K04tlk6fZ02xSfKyj+dZVsQIhnG3OeO9Wo70xIZXHyJ1JrzqkJSlyot7XZtSOkKlnO1ByW64p1sk12N0cflxn7rSd/wqlp1jPdML2++YHmKEj5V929/auihdUj37SR2GK9TBZPG3NVOSdXoiD+zrsKCLiPp0MZx/Oq7JcRSLHcQEFjtV4ssD+HatCW/BkBDhVQZZe5NTLIWAcYwea9CWU0JKyMFUluYc2kTO8kfkl7a4G2RCRxx1FcTN4E1q3uZI47PzrcH5GWRQcemPWvVxIuOnFQwXBkdzggZIruwWFjhtIvQzqR9pqzyeTww0WRcu1mw6icbR+dZd/oV1afMNkgPQxuG/lXubSIUCyAEdt3NY2peFtA1dWFzp8SOf+WkI8p/zFen7RHNKhLoeHP5sTENGevSo2lToQQe/fFepXfwt0ZlzbajqVu3q0gkH5EVQT4Z2KtiXW7pxn/niimq54kexmcAqB1+U54p4tmBzscj1C16dZeBfD0Dnf9quCveV8D9K3YdI0O1jAjs1TPQ7zmpc49CvYSPFfKO7v+NKYNxGQCB2xXrt54c0K7bdIk6E+j7c1Tn8GeHY49zS3MAHOWnA/nQpA6MjyxomK7dvOPXmrUd9dRQ+T5koQL+NddJ4Ptb2V4tG1qG5lXpFMCAf+BAVy2p2d1pN09re2zRyAfLk8MPUGrT6IzdNo9gmu4o2PnXKoc/dHJ/SmfbE2/u4biYn+6MD8zTvKSJjhUB9VXH60BycZGQeoPNbGJXku7wMFFnEkY6mWXn8MUzbdy7iPKRc9eTir+8EAAcDtTCMnp9DTAzza3HO+9m5/u96emlwEAuJH9Sxq6Fwe1LuI4wKQFVrSCIDZEigdttBb5RwBx24qZ2Yg5quWwfbFJ2S1GIeMuT0xyT0rj/Ei2em3c+rsn7w/cx/G5rrbhRIgQg4PXFeeeM5J01O0sWb90kZkGDwSa8OjX+vY1UEtEzsmlhsO6nVnn900s80rzfflO446Z9q0PAw83xfYREfMjs34BTVi409Jl3RYWQD04NavgnRXh8SNfyja1vA2QOhLcD+tfTZvRVDByS7HjYCp7Wuj0x5QnBPSlW7Q8FhXNaneTFm8onNYY1a5R/mY4Ffk6wTndpn2/tOh6OGVhwc/jVa4s4ZgdwUH+dcUmvyr2bPqaSXxJcMpVWA9zRHA1U9GDqLqaWpxW9mjcKG9K5p7ooS2cBec981Beam8zbnkDt65p1jpk9/MrzArEW4B43H/CvYo0HC3MzCbT2MsuLhpbhAFRpWwB0Ga1dO5ErY+8xA/AVH9njGnTLABsMrPH9M8fyqxpKE2mfViK6K81ysiKOp0qbzLYITytaSKemKwbSXyJ0P8PQ10kREqKwr57EKzudUHcZtxSYGasFCO1MKVy81y7EO3mjFSbaTbTuIZilPNKR70hzTAOlN70tFAD1qUVEgzUoFSykKBzTqB0pRUMYoPtT6QClqACkYZpaDxQgIiKMU8rSEYqgFXrUU4+fmpV602cZ5BojuBRfrUZNSuMGozXRETZIuXgmjH8cbL+Yrz6wnEVrOGOG34H516FA2JVzjGe9ee3tnPY3c0M8EkTGQlVdSu4dePWvXy9c0HEwqtJq51SXYSdkHIXGKuRXUcd4gcB1hBIU9Cx9a5iwn810bdndjJq59o33cwU8eZg1tSp2q3Ypu6OnTxPJqHiZdPhYpb2qeZOy9ZXxwPYD+tdFDqkYjjUhSW4P1ryHSdWt4vFV+vmkSzHgFSAMD16dq69NRVlxJ3OQTxg178HZanBFamnNeyf2kY8YfPIzXUWtwCqrkk46AV5pf6qVuraUbcRtlznqua9FtpLRIIJ4pSEkTO5TnNbRfcp7WNIK5GSjDjuaqzTLaxncAO/NWDqVoseWkUKB952ArkfFniK2ms4obH/SrrzPuwAkY9DWjaS0M1Jp2ZYbXHu9RkhtkLsjBApHT1J9K1I2mJDSPk+1cxpKw6PpxaZhLeTsZbh9uOT/CM4q6viWLhVESL2JOf0FJGkqsUadxevHL5ZBPy5A/+vWZPezxhiflQdSeP1qa31PR55/NvblnUDaoTgflVe41Hw7EzQw6U95KSPLMpL5z7VXJcweJtsY1vr8z3zRwqZcjP+jgynPvtrX2azIoLQG1X+/dSrED/wABGTWddeINdbMVtHZaXbJ0AYZx9FxWBeRXV0Q8+rzzY5YjgfnWqpRRjLEzZ0TvY2JY3/iQ7u8VkgUf99Mc1n/8JFoCTY07RpdQuP8Anrcs0x+vPArESx07YNzMkhOd8ieYKq3mlXdyQE8QLsPGwBoh9DiqemyM+dy3Z20Hia4n1G2W8jhgVBu8tWBcdsYHGKf421OyuPC80syxSNGQUDkjn0BHIrgbbwzf2zmSKUNnGXiYOT+Oc1pslzFE3mJcO205LRn+WKmPO2budKMLdT1eZgCwxg5qAMRSu7tI2fWozn1rqPPJxilJOOFz+NVtxpQ7DvQBYyBjNNLDNRBiTyaXAzmgBHbkgc1GMucd6SWUIRtUuxOAEGajmaYJMIMLPsKp5gxhyOM0mr6Be2pzuveK4NPuXtrWJbm6Q4O5vlQ+/r9K891vULq81aO8u5C8rpt6YAA6ACooHmt7ua3vgy3SSkSZ7nufU/WmaqM+SwyQB+Fergcsw9Be1gveZ5eLxlWrLklsidLtdqkHoMkemK7Tw/avZeHvtM+RPfMJMHsg6Z/WuH8PWC6xq9vbMf3QPmTkdkHUfjXe6hel3KRjbGBhQOw7D8q+d4ozFtLDx+Z6mS4OzdWQ2MJLIQ3JNE+hxTjJODVGJ3DgqTWzaXZKgSn8DXwcnOnrFn1KszDm8OOBlHJHb/OapSeHbtm+Utj2TNd2j223OfwzTHurZck4+maIY2qnsN00zj7Pw28biSRSzD+KQYx9BUmu3Q0XSpNhzcTgxJ6nPU1t3OrWsSEsQqDljnpXA3122u6k92+RbJ+7gU9AO5r1MBCrianNNaI5cTKNOOhp6DEtxo9uD12FT+H/AOs1qWNoIrEHGDuY/rVLwfGG0nLdFkZa6HyvKtogB/CfzPNYYypy1JQNKSvFMzCMEjpWzpd2WTYx5FZkyncCB1ot3MUqvng9a4ppTjY1TszqgdyjmmsOKit5dyAipjnvXmtWdjZbEe0U0jFS4prg9KExEJFN4pzZFRk9qtCDNGaBS4welMCROKlAqJDxUoNRIpDuc0ooBp1QxjhzQRigUvWpAQUdPejj1ooAKYQKfSGgBvSmyZKDinUp+ZOKaAoOeelRZqaXqag610x2Ex6HDqfcda5TWNQlt9HuzNEbhItYkiCSMThdgOAe30rqNxHI6jpxTdQ8M2k+lyrI6sJbk3f7luQWXbz78V7+TJc0rnnY2+ljz6w1KBpykeYyOkbn+taglEdyZMgJLhgT6iq7+FdLS4Z/tVwwU58tcHDfWr9xNboSfsnGcgMOPT6V6tTCe9eBlCu+WzOM1oXFp4ikeOM/vPmX91vz6EDvzmur0z+0bvTYJ7i0eKZsh16dP4sHpmp7G4vtTultNMhVpWHAQZCj3NdE3gfVFtxLd3EMr4/1QlKgH0zXYqblBJ9DnjJ810cldaVPN/rNUt7X6fOT+FWba7jsLZLdtY1C5CZwOEwPyzVLVHms2eEaO2RwT54b+lYRvrsghLSOM/7TbqqMUlYc3Podf/bFv5u1bYu+eDMxeqkvia8EbJ56wnH3EAXH4AZrCSfUimBcBAef3aAVG8EkrF53eRsdXbOapJIh8z3NmLW5bk7Z78BY8lWlU4GewPemR3FkkwkFzNOw5+RcL+tZCqEIVVAFXIIzIRgc07i5Das5zI6utioXqJXbd+eOldZpmk/2tbsts8cV4rBTk4Dgj1rk7UPArHAGRjGOn4Vu6TdX6ygxOYUYqEYr0PqBVU22wlGKRduPCWtQbmNm0o7tGd39KyrmzvIWH2i0mQjjDRkf0rcj8X6rbTFZPKlCkg/LtPHHXNa1t48WT93PYuWYgBVxIM/1rrWhyM4GS33gBenTAJ/rTTBtUIjDjse3+Nek/wBs+GNQ2rdQWyOeodNhz+VObwx4av1LW0rx5/54yhsfhRcDzExmBOT831oW4udrATS7cdnau9uPhyrgfZNVBHULMuKybrwJrVrFKUt451CnBjkFGgzrGALtj1oCEg4rjLv4qeGrWRhFJLOc8YXArGuPjTCCRZaQZT6nJ/kKu5mellcd/rk4oEbFchSfUgYrx2f4qeJ73i1t7WyU8BmTJFZF5q/iLVCRca9K6nnZE2wUXA9wnvrO0B+0XdvCR2eQZ/LNYd9458N2h2vqqyMPvLFya8VksUMm6cySn1kkLU820MWSkcY99gP86NQPTLr4s6HFxZWlzOw6ZJGfyrHufiXrF7mPTtNtrYNwJJjn8eTyRXJW/mHGDx6YxUtxYSwzROFOCwPLc0WbA6ObS9R8U6ZFqc6Rm9AKreQIR5mP7w/qK5e8TVbP93dWruqn76/Op/KvUfCepQtotvbJKEaHKuh4IOevt/Wta5s7O6BLovmN/Ghwa3p4mcFZMznQhN3Z514KmS2069vHBWSeQQrx/COT+tb/ANst3HJGag8R6HbrGJo7jY6ZwuSA/sMdTXKrFdTPttLa7lY9zkV8nmNH21eU5Pc9vCPkpqKR14uYdwwR+VI9/EoOG6VzyeHNbnj33E32WIdtxyf8aP8AhH7tD+5t5Lg9pJmwv4CvO+q0Vo5HYpS7G2+soOFcMfY7v5dKz7vXNiEs5TH95sf/AF6hXwlq9yf30nlR/wByMbAPyq3D4EtlUyXMpG0ZLM3H8quFPCwe92Nup2MH+14tQuhbuxEDD73Z29PpU82YyuMDH3QO1XY10uKaQadbI5hHzTSdB9Af51nXsgwWx83WvoMElyuysjyMXvudJ4R/5BU6dvOOK6adSEIx0wBXK+D5d1jMc8eZu/OuwOGVs/xV8fmGmIZ7GH/hoynUMhGOaqEEEjvWmFAl2kfSqt1AyHIFc8Ja2NLalvTLnB8tjyK20BIyelclHIY3DjqK6SzuRLGp9awxFPqi4SLWBmmO3tUp/WoJOO9ca3KIWOetRHrTnI7VGTg1ukSOHWnd6YDjmlGc0ASrUq9KjAqRaiRoPUd6dTR0pwrNgO7UtJS0gA8UlHBpeKAEpCaWmnrQgEpc5GDSGlUZOKaApynk1W96tTrhznqKrMMCumBLG5PWpHsrL+z/ALT5kkJ88h9n8XA6+lQkHB9+KutcRTaVJHd2kUkbTGIBMoRhRgjHevoMljdyPNxkkrXL9mmhC3EQs7dV2jO0fMM9yc1wuvaW9rqbvbTlQOgkxKhHupp9zb39pl7R/tcfUbSA4HoR3rMu9WuFLw3MLpOeMSIVIr6RbGCcGjqPDertZ2irdR2y3RyHNtCIgRnjpXQyeKmVQvyY68gV5fHeFcOG46dcVK+olgABTU2maXgkafii7im1JZ4QA0gy+OAfrmuclhSQBgNrd+2fwp0t2S25oFdumXY8fhVV7y83ZjdF9lQcfpQ3dmcncsRWkrEYjJHsP/rVaNg+PmRs/SsYT6lM/wA91Iq+gOKtRxysctM7f8DNIhk8ltFHgyNtA64NSw3ESELbxlz2boPwpkOnrIwMm5vYZNX0j2kJGuDuCqB3PtS1EPgDPMrSgFAQWGcAjvz2rqtKvdFvtStPs/nRSGQbUjnEqEj1B5ArDudG1e3tnMcMSSlcFJW2bc/Ucms7w/o+oWnjDTp57KSKNBIzScMvCH+IfQVrC8TGo0zopLKC4nc2+q2zlnYlJ90LDJ6c8GrOnaTerqVoZbNxAWyZInWRQAPVScV5RFqN5G5b7TIH5yrNx1PY11HhDXNRk1wRuIwi280pMa7fuoccj3rVTuZcvY0S6hyJiVbceHBB/lVzToY7nU7eKPjexBKNg9Ce3PasOz+IF2yBbtHkQ9pY1lH6j+tdFoGuaTqOqJ5dlBHMsMsheFmjIAQ5+ViR3q+YmwttrerWhJt9QmCnOFdt4x9CK1oPG+poPLltYJ2cFcgmM/nisNYNKuYw1tqNzag9BcRB1/76Wp7PSpxewvHcWd3AuSzxTjP3T/CcU1JMR5h9kiOAY13ZxnFWrO2DsYwo3Y47VbaFh95Qeeo7VNaoqsGYfMO9a2RmZJsZQSVHIOetaMVjaXEG4w7ZAeoNSyMYrtW7HmtaO2t5oFnXgkY+X1p2AyH0uMqMHB/nUZ05VAUsDXRQRxmPY2fbNZeqBoWAxjnjFOwyikAgkQFflzV+6CtbgnnAz9Ksx26zWill+YjrUFzAY7c+mKQjItbmWDUBNG5Uk4JDYzXrXhC1s5L3zJIVdJ4dzvISdrL6emc15BCQbgZ7HP5V6z4ft7hPD9skcbPNN8wXHY9PwqLKw0y1r97bNqzQKYxHAQI1AHBx1rJfULNAczID3ORWjqPgaa+sZpry5BkUBiYzjv0zWba+DtIhUSTQmQdg7k18dmcIU6vNUk9T3sJJSh7qIRr1jDJl54yf94GlPii1ZsRJJI3+yhbP6VekGlWeBDY26kdNsIzUsJvbhQI4BEnvj/CvM5qCV7HbaRkSa1qExxb6ZcEHuyY/nVG5h1XUUdJYEjU9Vlfj8hXXJYsw/fSn3A4p7RW0C529upOf61msXTi/cjqNxbWp5/H4fuvOeeUl5tm1QhAQfhXL3cuNy9SDg+xr0y+1COGQ7ATt52rXlN1J5k0zc4d2Jzxnk/lX1OT4mdVPnPHzCmotNHVeDHD2U6Hghj+ld6o/dg4HavO/BR3W16gPzK4P4EV6PEP3SZ9BXz2ce7XZ34N3pooTZWTJPNTNEJ4MD71Mu1xID2pYJAHxXnXdrnT1MiaJo3KkY5qzY3DQuFP3T0NX7+0EsXmxg5A5FY3oM8iuhNVI2M2rM6hJQwyKbI2az7G43oFJ5FW29q4pQ5ZG0XdEbHJpAM044z0oHXpimSFKopO+KcOKTGSryKkXHSoxzUi1mxj8DNL0pKKgoeMHtS00GlpALQeKKB70AJSEU4io2yDQgGk+9OVsGmmk6VQDLhfnz69aqHnNXJzuAOKpseDW0NiWR98k4A6mnTQTx6SDJbSrm6LZxkY2jnIpikg5HWoUu5rTTJ2tZpImF8QNhwCNo9+a+jyR+9JHl4/ZFYyKV+QjHsR/+urmrSsdTu0dVdC3R1BzwPWqja5PIpF1bWt0Af8AlpEAR07jFXtRm0x9SnWVLuBwwy8REi9B/D1r6dWaPL1KMGn6ddtMJrCJgsLMCo24I/GqJ0PTpcFPOj9drBv51t2FvFJJP9lvractbSbUOYn+pBHH1zVGezvLQDz7WVB03CPK/mOPxp8qHztFNvC1ubTz0vCAZPLVXj4zjJ5rJvNGltlLsAY+7oMr+I6iumEv/Ekh2sTuuXGFb/ZHWq5mADhgOQcjHWpcexSqM5IWSgBnJIPp2/KpV2QjEcfTncxz+ldffabp8F6I44FUbELDPBJXJplnZ2IuIgdOtpAXUYlBIGTg45pKDL9ojkVkeT5TMTz0HHFdZ4U0m9GoW2ptCzQo+FEg4JI+9j0rVnOii5lVtONsyPjMG1gef7pGau2DwyXsQt9RhkHP7uRTE447DpiqjCzFKrzKxqr4ytzuh1DTeVO1tuOmeuDUsdx4cvJA1qRb3BJBJUrgdzxxXPyvewJm7smkT+8qiRfzFR2MtjK908cSxMLcl9hK9cDp+Nbcxzs6GfwLpd+NytFdIeqyRq3H1HNY5+HVlp11PPa2hiaW3kgBhlzww5+U1BbM0LMbLURGz8fMf6itix1vVre2d7rF0sBVl2MCWBOO/tmqVmGtjz+6+FV7AuLW8zj+G4i2/qKZpPhPWNIk1CSez3KNPmSN4XDBmbAx69M17DB4z0ScKJJZLdz1WaMrj+lSzS6XfKsyuhizhpAMAj259cVPKrj5j5heG5sioZJ4H9wUI6V0vgee6ufE8EM1w00IhlYjAJ6cc17pceH7G8iEYnDp/cfawOfrWAng610bVEvYLe3SVlaPfFGV6gnkfhVKKuFzzaezG5sDr+lU/LAfBFbE69aosmWzW5kVprcMASATS2Ze3YoCQpPSpnbt29aVY8j5TmmBdXBO6srWVyFYHJzWlCSoPeq17HvjJJH09KQyKynzbr7cVZuIvNtzgdRisq0JjbYSMVs2sqn92T1pAc1b2cs2pR28KkyzOIkUdcmvpbTNNi0/TLW2yMxRKrOOpIHNeReFbaC18QTXxjDTxWxaHdyA2cE11Fz4gvnBiEpX12moluNHX61JENLkSJlIBAIVulcTdebK+yJfanaeJpjLNliXUg89QOfWpXvLeKPczADGenSviuIITVZNI9zLmvZsqQaZ5beY5G/0NWHjvG4RlC1lXPiaINstkMr9AFFPt5dcuSGESxIe7c4rxVSq7ydj0OZFw21+ePMGPUGmPpc8o/eTnHpVmK2uwN011kf7K8Usl3DbrmSZQPVjjNR79/d1HcqxaLBH8xYlq8t8X6YNL1+5RflhlHmxkdPcfnXqL63ZspxK747Rxlv6VwXj25ku/sUrWk8aJuVJJExuBxxivcyWdaNa0tmcGPpxcLmd4HmVb+/hPR4QR9RXqcChol+grx/wk2zW3T+9Aw/LmvX7E7rePn+EGoz+Fq10GAbcCvex5U+orGeV4m3jPBrpZk3KfesWWHbIykfK3H0ryKEk1ZnbNFqwvVmUZPPp61W1Kz8mTzkXMb+nas0F7Wc4PzKc/UV0VncJeQbXxg9R2H0rWS9k+ZbE7rUxIZPKk3Dp3rXRw6giqN7ZG2lIPKn7tOtXO0gnnNKpaSuhq6L4GaTpSB+KGOcVzlCZ5qRcVHjkVMOB0pMaQ76U5Tge9MzShqgZKDS5qLPNSDoKTGOBp4NMAozioAfmgfWmZpM0APJph96M0hOaYDT1opDSZ5qgFk5Sqbg1dPKEVXKbutXF6CZXVTnA69uM1XZLOXSrlXmntcXoJeRBIpO325ArSKCNd56CsSRJRpNx5kbQ7r1WGUK5Gzrz1r6HJH78jzMdsiB9JupkZrOW2vM/88ZQGx/utzS675kGtXPmRNH8y43DGcAdPSsuZdsbleu3hs4zW3qeqX1rq1zHHcSGNSv7qUB0xtHY/wCNfUxtY8plfTJSzXgYAqLOTg5PPH51HZalJaMFS5nhB7Rycf8AfJ4q/Y31tcre/aNOhjcWjsZLUmJmHAxjkVSFrpswH2XU2jk7RXsRQfTeDitLEGrNqqyaRaG6t7e6Ek8vLr5bDAUZBXFVHl0i6iYMbuxJXOSPNj/xpt3pt9Both/o/nbXlZnt2EqjJGOR7VkpJuYRNwzMF5yDyfenYLnUapp8txqcwtZ7adwqjyhKEfpgcN1+lVLezubfV7KO5tpoM3C8yJtHB7HtVPXismtXmQDiXGSMn86s6De3cGq2cMdzOkLOSybsqQFPY0dR3uRXDF7mZyc5ds4HvU+kRt/aBYOSqW0pwSeOMd6a2qRyktfadaSHJPmR/uW/McVcsZdI23kguri1KWz7hcjeiqTjO4c0CKtlFPZKGhuHiYDgxOV/rircOsM9nfm6Nvc+TGqt5kXLAt3KjPpWPNZ61dRN9hkt763zx9jnDFhjuhw1Uo/tFjoeqiaKW3lNxBGBIpRupJx6inYDZim0q6JZEuLc/wB63kEqg/7rc1qWUKpp9z9l1COZmaNQZQYiuOSPm4rgdsMxDb/Kl7FeFP5VoLeXln4UJeQl5NQ2jzPnBAj5x+JppBdHWzvfwL/pNtI8f98qHXHsRkUttNaSWFwyLt/eohMRPJwTXGW/it7SRVCSpIO1vMVP125xXWQ+IILnRkuLkwTeddMi/a4/LLbQOcr35601uBbaZnQqtzkZyMnkfjWhor3r3MwuLyS4hRS6b23Y+U1jxtZOgYw31suCxe3YToB/OtfSDHFZajLHdx3CLCxDKhUjjuDTQjgpZlDHIOaj+Xyywwaz/Ow5BbnPenGUDIz3roIJHO5ulOTKc/yqBpUXknmmtdoMUgNaKcIvKjPrVO5uYwrDGc1WN8mMetVXdWGOeaAI7aZWc7gBhq0l+RhIoJx2rCQ4mPYCr7XRjAbORigDft9Qa1ljuVIAUEMp7g9RXVWVoby2W7HETHCc8n2/WvJptQldwEIC+9dT4K8WRWVx/ZeoyhLRn3RSMeFbuD9eKzluVGx67bWo0/Th+68yeQbdn90GuG1DQngvHtriad5Cf3UYAxtPNaF94uIuSbVt7Y4AbhB6/SsS68R/aZ/Mup5bmfbs2xYRcemeuOteFnEoTSS3PQwSlFt9Das7Wx08+XaxefOOGKDP6mm3V3cocy3cFqo/hRRI5/PgVkJe6nfDyYIxBEeMIMcVdtNGjTD3MhkYdu1fKytB3m9T14pyRTlme4f5bm+ufbcEH/jtSw6dcH5orGFWP8UjFz+tbqeVCu2KLp6CgtI45IUeg61jLFv7K0LUDCns9WUf68AeicY/KuU8ZCSPSLaO4bexnOO56e9ehXBkEDbDzXm3jfzRBaCRiS8rn9K9PKqsp143ObGq1JmH4bkEXiG1J/jzGfxWvXtLO61iJPOMGvE7FzBqFpLn7sy/lXs+kSZttvoxFdfEUNeY5stl0NcqGWs+5j54rRBOOlVJ1ya+ThJpnqvYxr6zMsYkQfOvGPUVQsrk2sqkfdPBFdAuRwelY+o2YhfzkBET/oa9KnNSXLIyaN4GO+tgG7Dg1lNG0E209O1VrC8a3cK5+WtC4lSfDD1rNxcHboNSTFVxUmd1VkbAxxU6Nms5IZIq89amAwKYqjIqSsWykNPWmn605hmmYoQxQTxU4PHFQYqRTjikwJQaCaaCaKVhi5FJkUmaaevFFgHZozSYoosAhNJSmkpgKOAc+lMLBKdVW5bHHTiqirsm9hbqYfZzjBB4qtFd3NvojlJtwS7UbJAJFxs6YYVFKTs2rV5re1uNMkjt7kwEXCkm57nb2Yf1r6HKfcbPOxuqRjzTWVzGwutOWNmH37OXYc/7p4qzq1hb3Gr3XkajAs24Aw3QMZGAP4gME1Fc6XeQIGeEtCxB81CHQ8juOn41Hq0Zl1i8ACsvmdAc9hX01N6HlSQtvp17Z22ovPbSIjWhCyAB0Y7hxlax1wynbgqOM9a19KlubK01SSCaRGjhUDaeAS3p0qN9UEzK9/Y21wveSMGKT81/qK6DMa80lrpuleRLJCwSUgxsV6yHninQapd3N5BHdQ216rSoP9IiG4fMOQyjP51ZvodOls9OWO9ksj9mJSO6QvkFj/Evv6ikstEvU1KylVEuLcTKzSW7iRQAepA5H5U2Amo3GjS6ndeal7aSGZgXiIlRjnqV61a0jT4vtyS2l7bXf7qRgqN5Uowp6o3UVzMurtb39xLFtWUyMMuAWGT/AHexpdHlaW51K4lcuY9PmO5jkgkgfhQgEvWv9NUrcW1xakj70sZX9elGnS50XXpt2T5MUW4Hruf1zVWy1bU9OjVbXUJ1T/nlI29P++WzW1DqltceGr+XUtJgZHuoomayP2Zn6n6d/Siw2c4CokDgbXX+MHBH410kGt6lB4WDNcNcq98Ywl0omXaqDjDfX2rPFno122bPVZLVyceXqMPyj/tovFaN/o2ow+G9PWO2FygnnnkltXEqjOAMkfypiKqahpd2CLvRkhcjmSwlZSfqp4rQnsdOufD2nw22qRRpLPNMi6jGUMmTjGRxx/SuYVlDhH+Vs5KtwQf6Vr6ipXS9FjIyPsjScj+85P07U0BSvPDOq2ebiOykltx1khIlVR7FeaL59nh3RYHGHlaeYowwTlsdDz2pbeSS1cPbTy27jndFIUx+ArV1nWbxLXSori3sdQV7JJJBew/MxYk8OvIPNAHHm6uoRtgmnjUcEJIQK9M8K3Fx/wAK2vbu4YvLLvVSe46VwUl/4YnOLu01XRpgD80L/aYR+fOK9Et4YNP+GltDbXC3EMnzLMsflhwST931prclo8xWQoxJ+Y571E92zMeOKa7feO3jPHvUAyRkA1uSSm4bvz9ac0qlc559Kg5KnIpmD+PakBNncvXmkSV1ON3FQ+Y4UcYY0oYqMvxQA93LcDvTgzsu09BURmj655pyOrd6AGyLtHIqu6bgOMZqzI8ZU881UfPXPTpU2uAttdSWUoEchRGIEnowzzxXqtnY2sZCxRgrjqa8echsqercV6t4avxe6PZzA/Ns2N9RxXzeeU/dU0engJ62Z0kG1AAoA+lWP51XhxwasAiviptt6nuqw9qYc07GRTWX0rNDuiOXJU1w/j22V9ES4HWCYDPsa7swlgeKwfFFis3hy+WQgKYi2c915FerlU3HEROXFpOmzyDJ4I6jFex+H5fNjOSPmVH/AErx+MhpIwP4iK9O8KXG6O1BHWPafqpxX0WernpXPPy/3ZHaKnHWopo8Dipk5AzQ65GK+FTsz2LmaVNNeMTI0cnIarDrg4qM10xm1qgaOcuLZ7eby24x90+op8ExTAPeta+tftMOQPnTpWKFIJB6g813RmpxMWrM0FOasJ7VSikIq5GwNYTRSLaHAp/WoUqUcCudloD1pp604/WmnpQMUHilwcUwCnUAPBOKM0gPFFIYtJmjikNAC0U3NFAhcGikozTGxc4qrcjcc96nJqKQZU81UdyGZ8uSMDrjiruxDpcv3ebhGIPrtIqIRYcHGafBOYCw2xOr/eWRcg16mCq8lRHNiKfNG5TVpbZ0a3eSNyyg7CR354qxqd2smpXQurGC4CyEBl+SQD/eHf61Pt0+R0Cma0csMAfvE6j8RTr/AE6WS7uZVjM8e8kvA+/H1HavraUro8WW5Xhhs7jT7tLe9eBmaNSLwABec/fHWqU2lS2yebOkphKk+dDh0PXuKlkuYE0i4Mf73M6ocY4IB656VhnUryMMYJ5YHUYAibGT7Doa7EzJl3XLuKKe2hjDNstIgc9BkZ6fjVLw80n/AAkljIXZSpaQ+WSOAhJrT1zVEbVZrXUdPtbpY1RFkH7uYfKM/MOvOe1R6Lb6U+pvPa3dxbSRwSnybxdygFcZDjt061QGbH4jvbseXfx2uoRsPu3UeWx7OuCKvad/Y01jqkq291prG2EcjofPjALcYB+bt0zVB/D2pR25dbYXUIH+utXEqEevHI/KktB5fh3VXYHJlt4gp6jknpT6iHJoE1wN2nXVnfL/AAiGTy5D/wAAbk/hRd209h4WEV1DJbvJqJYpIm04CDFZwIPzFQCvOf8AA1vyaxqFhoOkqtz5ol852juVEoKggAZbJpDZzPTnBK5yT61qXsslpY6H9nleGUWbS7oXKH5pCe36GnyXuj3mWvtJNs2OZ9Nfb+Oxv5VoavpMNxPaQ2OqWwkhsoY1tbomFyMZ6kbSfamIzx4k1B0ZdQS21GNR0uoRuHHZ1+atXWG0SS6tYLmO8sZYrOIA2w86NQRnG0nOOa56/wBI1GxQi7sJ41ddocKXRs8cMvHerniCQN4gvBGRiMrFkHP3VAHSkMkGizXiyNpepWWoDaRsWTy5P++WqfxHC1rqSQTQTQrDbwwqzIduQgzz0rBSNbi4iQqGLSIueuMsBW9quvana+IdRFtfyeSkzIsEuJIwBx909qYM565tI5YJGADAqRgD9a9G8QH+z/AOm22MbLYnAx6f/Xrl01Ky1JlS/wBDhaRyB52nP5TE56lehrqfHPliOzsWZlzbfKNu7gHHPvVx7knmLRrtKpzzVZgYiflGaslipYgHANQM4ZvmH41qQGQyYI59KYYSBnApBIFchR+JpRMG4yM0AMYVWcsT7VbZeTzUUiYUBSM96QFM5zmpEmAGKHQmo/u0MBzSD0qCR2YnsKVpAOKhLkmpuAgBBzmu08BX+wXVgx+6RNGvr64ri2PTIrV8K3UNl4ltJbiYRwMSkjN0xiuHMKXtaDVtTow0+SaZ7JEWKrtBxirkMLscMCPTPesL/hLtLT91p6SXrdhCuR+ZpV1LxBfHbBBBZxkZ3sd7D8O1fELLa83tY+g+sxS0OiIjiQtIwVB1LHAFZ0uv6fG3lW++7m7Jbjfz9ajtPDttM6vqM819L1PmudoPsorpLazt7WAJDDHGnoihf5V6FHJI71GYSxT6HNSTa5dIzRQRWaAZHmfOw/DtXlXi+81X+1Wt768eYOuRgFVI/CvenjBVgABxXjfxLs/KltrpRjDGNj6Zr2MLg6NGasjkxFSU4M5TTQJdTgXqV+Yiu78PT+TIBnAjmH5EVw/heLzdTnbrsgJyfWuw00kTzDoWUEA+orHNZKTcR4ONopnpUMhYDNT9QeazdPuPOhVvXp+VaKnjpXw1WPLJnsboqzL82cVXYVekxVVtoBpxYbkXRs1l6jalX89B8rdfatckEcCmEKylXGQRgiuinPlZM1oYKNzxV2JtwBz9arXEJt59v8P8JqSNgMehromrq5CNBT0qeqsbAAYqdTxz1rlkjRDjTaWgdKkdhM4p2QRTT1ooCw4GigUUhhSHilo69aAG06iigQUZophzmmNiHrTT704mmGqRIxyKaoUjnoevahz6U6EFuOM/St6b5WmRJXRDM32O6gjm8wFpEC5BAPzD86ztR1K6OpTtbu8OJWx5LFSCD69DWpbPNBrUUMMzBGnBeJjuTGCSQD06dqzJW0y9kZ5EmspXZmEsJLxHJ4yp5FfZYOXNBM8OtHlkyQayX0RZdQtkvBJeFOvlSHC9mXqee9VRFpWoOFW/a3mLKBHerjIz03r1/GpbrR7lfD9m1sBfQiaWUvbfNx8o5HXse1ZmmL5msWUQY5+0JlQORg55H4V6cTmZa8R6fqEGp3dy9q5geU7JY/mUjOOq9Ki01kaHVJkZWC2JUjPIJYDH/wCuoPtc1vfXM9pcS20jyMd0UhAbnuOh/Gte11RZdJ1WXUbO3uP9TEXiAhkcE5wSOK0QmYFtJLZzrNA8kJyG3QuUJ45zjj863/7Vnl8NrJqMUOoJLe7AJ1wSqp/eXBzz1rMa10q5k22mqPbMSCIdRXAJ9pBx+Yq5qOm31loNijwNMolmlaW3xIo6BeR2pCKe3RLo7lmvNKcjpN+/j/76GGFX9V0S/NlpQtFW+ghs1y9qwJyWJ3beuK58MNjlWBwOBWhrv7rWlVN0b29vBEGRsMMICenvQBjSIdxgKMkrfJ5brtY5PvWl4p8uXxLeowQrGyxAkDHyrj0q9per6hd6jp9nd/Z7+N50ULdRCRh83UP1H41FqM/h/Ub67lkF9p07TPmSMiaFjuPO04I/CgCpod5e22q2dvZ3k8SSXEauqNlSCwyMHjpntVu+122u9SvBqWjWt2oncJNCTBKADjkjgnj0qzoGgzDXLK6t7uz1C2icyMbeTDjCkjKNz1x0rmZ0nimZLqOSGRiSySoV5z7jmgZ0WkWeiX2tWJttSuLaRZ1b7LfQ5LY5wHXr07iq+paLqwuLi8W1NzFJK8nnWrCVcE9MLyO9N8NR7tehkVeIIpZTkeiH/GmWMcliFlilkinxndDIVAzz0p30Al0SxSXVbJJWw7zqBHjDAZ7jrWr8Q7W81Dxa4g1OS0+zWwRUC5AJ61f8Naneal4ksYLwW918xYSzQL5iYHUMKo+KJBJr124PDHA/DihMk4Qyhx8vC+lMClwcdhzVFbohjuAAqdLwBMbcDua6CB5TPHfFV3jweCetAn3At60LllODQA9ZucEU9iCM1XcFSFJApFc7gOopAS4+Qniqsh64HNTySqqgY5NVpH+YE8UmBGTheaiBBOcmpDjBGc5qNgEHXrUjAZPJqNh7D8qA3YU1moA7nwJfDyprRsK8bb1Pcj0r0q3GEA9OOteF6HqTabrFvcZ+Xdtcexr27TpRJBnOeO1cVeHKztoy5lqbVumGBrRQfKKzoG6c5q/GScVl0NxSnXArzj4i6Z9o0O+CjLRL5qfUcmvSxj8a5zxBaCeN4yPlkVkOR6ip2aYNXTPE/Ay7pr9xn7iL+ddhYW+2YkjnBxXP+B7IwDVIHBEkcwQ59q7a3jRVJxghcA142Z1f3rOjCxtA0NHmwrxnghsgVvRSA+tc1aHyrwnop4rbjk9DXzWJhd3PQi9DQIDD2qlPbtklRUizECgy5Ga5Y3TGZxZ4yQQRSCUseanl+b61CU29a6E0BDcxLcRYH3gMg1QjJHB4atURA4qjdQbH3r6810QndWZLRJC4KiranPSs5H6HpV2N8is5xGmT9qSlHSkrIu4UUYpKQDgRS9aYKeOKACiiikAUdKKD0oFYQkE0006mk1QxpppxSE800nmqSIYu0E1ZgVUTcR71WjOXqZ87cCmwLFhp8V7eRSCR47mPzFRgcAlhxmuf1Tw7qmkR+ZND50IGDND8wHuR1FdDp6ZR0JIL9GHUHsRVPSvHN5p7/ZNRRbhUYoZIzgjtyK+myatzpw7HkY2FpXMC6eRNO0o27yRskDSebG23G5zjkdOlWtK1O4udatI76GC8ILOssi7JBtUk4cdfxrsn0/w34vhWSKbyrgLgPE21gB0BHQ1kDwNqekXkk8LreQi1lVSg2ybypA479a+lgec2cilvpV4Abe+kspW/5Y3y7g2fR1/rirb6ZeWHhy53Qh45rtCskREilVU85FZklpLa4gnjeNu8ci4INasDT2ei2jQXE1vJLcytuiYqTgAAEdCKuwjDGJISYyzIVyQef8ir09xcWFtpAs7ma3K2md0L4GWYnkdDVy51BZEdtT0+3ucjmaP9zL/30vBP1qbWbGyurmKO21FbaeK3jRYLsYB+UY+fpnmmmBnNqyXhii1TTrW9JYJ5kY8mUZx/EuAfyqzrUGmXut3vlat9lufOKNFeRYRiMD5XH071DZ6LfQa/pouLSSOMXCMZFw8bKCD94HHQVjyyi6muJR8++VnPOerE9OlDA29L0XUrLWrS6ntT9miLzG4iIkjO1WPUd8461zUcgmUtwSctkfX09a2fD8stlJqVzbzvGYNPkkxG5ADEgKcdP0qL+3I7uNf7X0uzvcrjzol8iYD6jg/jSATQdiXeoXYXDw2Ejl0GCc4UcjvzTrDXdWKpA8yXsG0ApexCUAY6ZPIrXsNL02XSNTntr+e38+JLfbqChQvzZwHHB6VWutM1CyiRmtGEOPlkhxIh98r/AFpMDQ01tGWDUJzZvYSrakSyQSeZH8xA4RuR+dVI9HedGOnaha6jgDCBvKkx/utj86jtzt0DU5AciWaKHORzj5j9KpSRxYUhBv6nd/Q0mB0/gq0uYfFLm6tprd7e2Z9sqY79vWsXV5vN1CVj3yf1rpvB1zc/2Zq801xLJHFGFRXkLhSR2J5rkb8E3Ux5PYflV9AOCkgKtyvA6k96ibPQcnPrWtPF5i5I79Ky5bdoiWGCe9bGYbm2qGBGOcU/fhOhA9c1ArMVIbr9aeQHAz27CkMc029sbc/Wk34bA/Oo3Aj7E1HIcoB0BpXCxNIRgZNV3f5uuaRiNoAHH1pgXjrSuFhQx7U1nYjGKUAqelNbIPSi4DMkDNQuxHepGYAHJqpK4JIBoGOMzBTg817J4I1c3mjW0jHLAeW+fUcV4kzgflXZfDfVvKv5rCRyElG+Mf7QrCsro2pO0j3SGTGK0oSeOetYdnJviU9/etW3bLD2rkO001HQ96ztXj3QZ6kVoxn5QRUN5EXhbilJaDW55QtsLDxLrAVflnKTg/hz+tbflE6eHxgqN1Gt2oju0mxjKmIn6VfsYxLYqD/dIxXzOZS/eXZ30I+6QpAHhVvbrU8Z24GelQWsmyNoG4ZT3p5cg15M7tnQtC0HJqTJxVNXBPBqZSSKxcbDJDzTSo71IoOKXZmlcCAgjODULqWHzdKuNHxSGL5elNTsOxjsux8CrEbdKLiPHbFRJx0Oa3bTRNrF1Tx1p/41XVxtyTUqsDWLQ0PoxR+dHNSUAp1NAp1ABS4oxQDSAMUmKfjPNJjvQA2on4HvUrAgVUlc5HerjqDYhzimM2OtIW4zULOCDz2reMTJyJY5cMOa0o8Ssqg8tXNmQhuDVi3v2SVMZ4NVOi3sTzXOkhxAjSOcBFLGuFuo5mZ5SjYdy/tzXUSTNqFlctHuKRKDgHG72rGiYSKTEx2YzsbnHsK9zJKSjzPqefjp7GSjyxSLJDI0UoP3k4NdbonjnV7YlJkF0ij+9h/yPWsZ1t5WKuu1sYyOCKlhhQKUafygowreUHBz/e719RF9Dy2egw+ItC16FY76BGLdFlXPt17VFeeB7G9toBpd19mSEP5affQgnJ9xzXAzwQxxs5kiMcUm0mPcCRj+Fe1Ns9cv7CUm0uGAHzDc+QR6HPetBGhqfhTWbBkSSzW5ibCl7bBVeRyR1FYmvvHLr95k5InMew9SAMdMe1drZfErZiLUoZNnA3rwP061uuvhTxZGBNFbzO3RuEf8xzSA8x8NXNzZahut7mSKGG3lleIE7TtQ4yvQ8moYtUgvih1TSomccG7siYXB915U/pXe3Hw3EAvJNKvWYzWzxRxT9FLEdGHsK4a78La1p0vlXOmuiE/K0f7yMj2I6UAWrPS7efStWOmagJpJ1ihWG6UQyKc5Iz0Oe1ZTaHcaaqvqFq8QPRHGVbHuOK2YrZLLw64Bjm867w25dwAVDwBUVvf3lmrR210dnQxSfvEI/wB1s0ALNctL4X3EriW9woBG0BV7fnWdaXNxZOTaXMtuT97y2wD+HSuguLjTZ9H09b2zeBpTLMJLL7q87clD1ziqSaL9qBOlXtvfD/nmT5Uo9trdfwpMCxJqaz6DbNqVlHdfaLh8vEPJfKgYORwTz6VVWy0y7ybPUTBJux5OoJtOfZwMH9KXU4mtbTSrO4iMUiW7OyOuMFm6fkKz3QKpJUYxjp29KGB2mlWM2leD70XCKrzS8EMGDDoMEVw87ESyHPUk/rXaxItn8O9PQJgyuZCBx61yEaoYyGHO0k/lVPYaORNzuO0cUMgdACvXrVTzD52WPHoKDc5OA351tcyCW2j2/LjNUmVkkx6VaN0oBDHBPpUMjAjeDnFId2Qltw5NMIIPWgncOeM0bh3PSouUKBxg0KuKia4QEAiopb1UHy9aQ7ltjGPlc4qtLNCgIDZqhPeb2OTVNpmckKPxoEWpbhex/OqwaSRiEUk+1IiZPzncc/dFWkgkb5Gyqf3RxRqwK/ljkOdzf3QelX9MkuLK9gu4/kMLhuB271JHbxIowM+1SqDnAAHGMe1Nxug5rM970a4WeJGU5V1Dj8RW5AcGvPPAGoGXTI4ZDmS3byyP9k9K9BiYZ4rgmrSsd9N3jc17dwVAxipJAMetUoJMEdTV3G7ik9izk/ENsz20uF5Ubhjue9V9DffbAA8+1dHqsGYVYjCknP41x3h92gvbm0f70TEfhnivnM3ouzkjuw8jUuLFHk8zkOOvvWbNKI2Kk8102xZF5rFv9MJYyAZFeBRq62kdbM+OYFsA1pQ5Ye31rCYvbTl9p+XqK3dPvLe5RcYR+4Nb1oe7eIi2qkcYqVUz2qdYs88VII686UguVwmDTtgxzU5jFRsh7VHMNMzrqIAE4rJdgDgGuleLeu0is+TSlZs811UqsUtRuxlx7nOADV+GIgDINW47JIgABzUwj9qJ1U9haFUJUbKcnrV4xE9qYY/as1MdymMjtS1LIhHPaq5kAOKta7DuTAZGaiZitSxtkdqglOGxTiugrj1lBFI8hzVYS7Gw1Slk25B61fIK4ruWGKqSEr2okuooycsOO1UJ9Q38R1vTpMiUh804AzuxVL7T1yetRSbmbJNR/wDAa6400kY3JTKAKfDFJcOBGvPr6VCo5710umWhFurgAZ6+9FWagrjimy5Ywra26xqM4HIPfPWsHXNL+y36iBT5NxloSP4SOozXUwxZAU/rXOeNtXgtrnTNNclXlJkLg4MfYZ9M4rTKK9R4jlRhjYR5EZ6TfIROBIOzNwR+NDGTO+Ehh3BO04/rVVcoTG4wM4p+AWwOMV9qjxbk/wBqZiwuImBIxzwetB09Joz5cir6BlyKkjuJIVwWVlPZhmpkubLI4MTeo5BqriMWezntgMx/KSQGDc/lVVC0cxxJJFKp428MP8a7ATbs4ZJFPUd6pXVtZXIw8arjBDHtTuwJdD8VeILNRI83nWyH70oxn6Y6122neP7OfEd2nlsTyDwD+lefy2k7D5W3qDhcelQNBLGu2WNwcdxSvYD1a40fQNfgwCiYcsjQnaQx68dzXK6p8PdQt9z6fPHeIOfLf5X/AMDXL291cWjg20zxnH8JIFdJYeO9QtBsuIxPHwCwHP5d6LgZOvWk9hLY21zE8Pk2qIS4wu45J5+tZEoTyjJwwXkNnv8AXtXq1l4r0bVYfInMQLdY5Vzn8DUV74G0PUh5tm7WzAhv3TAqeecrTA4vUNTvbS9NmJUmtoYo08meMOmQvPJGarM+i3MZ82GbTJG/5aQHzI8/7p6Vs654R1c31xfwRC5hlbePKb51+oPXiuaETNcx2roySO6qVdSpHI7Gl1A6/wASqtrodjaKwIWHAIGN3HX2+lcHeq1tpt1MvVIWOfQ4rb+Jj6u+tQW+nqs1vHbozW+dpz0yD/SuStINU13T9TtlU29xDFgx3Bxv+hq3Zgjm5WGCQcc1UfrknNMNwGJ3UxpQO9aEBuUZ9KGcKM8AVWeUYIB5qtJNwct0ouUW3uVAx1PpVR7hiSQcCqskwLBUBY+1II5JM+YwjA67+D+VQwHvdKc85qHMso3Kpx/e7VKscSYMUZlb1dcD8qsCGSdgZiSOyjtQlcGUli3HGCzd/arkFgWHzce1XFg2KNigYqeJGZgFDF2OFUfMWPsKrlsSU0hSJgAm4989K2dF0DUfEWqRWNhbmSZzhjjCoPVj2rvPCPwk1HWVjvdZzp1mTkL/AMtWH9K9r0fQdM8PaeLPS7RbeLGCf4392Pc0nJIaR88a18NfEeiOTJYPcQD/AJbW43j8utcrJbSROVlVo2BxhgQf1r7BBIOVbAHoO3vXF+KdU0q5Y2kenWWpSA5kaRcqo9N3XNOLbBxPE/BV29lr3kkny7lNv/Al5Fex27ho1bPBFUdO8A6Frg+2W+nXGlyxkMkkE3yFh2wR0qayLKjRyH50YqePSuWuveudeHbtZmzE2CMHitGEhsZrKiIODmtCBuASawOgn1CISWEgxyBkVwM6C38QxyR4zLFkjP3j3Neg3JzasB6GvNfGtjcrp7X1pkXdmwmTHXb0b8K4sZh1XXKa0p8j1Olt7hWHXBqznjivMNK8ZX9xaiV7TeNvLRnPT2rZg8bxKAJYJFPfivk62VVYSsj0FVjI6i70q2vDuIKSf3hWRN4duInD282T2BpIfGNjIOW2n0PFXE8T2DjPmr+dZqGJp6NBdMZaX13av5VyrccZrbhnEigjpWS2t2Ey8up/Go11K3Q/I4PsDWVSjKevLYpWOgBBp2AelYiavB3bH41MNXtx/HXO8PPsFjUIoIrL/tm2z9/pUb6/aRjl+an6tU7E/M1to60mBWG/ia1A+8KgfxXbY+UZrRYSq+gXR0RAHQ1GxC5yeBXLyeK1IwqmqU/iOaQELnFbwwNRi5kjpbq7QKQDzWS10Cc7sVzz6jNIclqiNy7dWrsp4NxE6h0q6rFAME5NVptYV2yK58uSTk805c4xWyw8VqQ6jNKXUHfoaiN5LjAY4qFYyakSB2OAKrlhEV2xpdnOWJNPGWwFFWobLoXNXY7ZV5UVDqJbFKLKMdozctVlbRSuMc1cWLB5qZUUfWsJVXfQ0UUUY7BEcEjvXR2Kr5IAAABrEuJxHnmq8/i/TNBtma8n+cjKxLy7fh2pfV62I0gric401qdXcT29lbyXNzKsUEQLO7HAwP6+1eC+I9XfXdRvL+VSFm4RM8qg+6Kl8SeNbvxLMFl/dWaN8sCng+59ap6HaSa1rtrYwoWaRsnA6IvU4r6zKMs+qw557niYvEe0dkd7AkotbczISxjXJH0FWFgLKChOfQ1dl06WLJRCV7e4qNQsZw6lCa9W+py20Iks3bJ2HcO4NXbOwD3MaMhfJywIxhR3zT7ZN8mVxIDxtzsb8D0rbtLW3FyJLqKWGeJThWGEK+hI61cQI5vC0MsXmRF45APmKtx+dc3OtzayNbzKJ1jOVJHb2P8AjXYxXkEM7W8N9m2jILyBcB2PIA7mue126hkvTJa5UFcs2Mhvw+lD0Ahspbcn75jPo/A/AituGa3VPLvIfNOOvX9a5iN0IwmWX6f41PbzSwMBETjspP8ASovcZtnRbK+3eQWiftk4B/z6VRufDGowElE80YGAowaBqSSKRKpj7ZjbjPuDWlYa3eFAVKzAAADOTj/dzmgDlri2lt32TRNGw7OKvWOs6jaMPJuTtX+FuRXbrqun6jDsu7ZQxG1gy8f/AFqzrvwppV0pksZzC+MgA7l/GjmaAdp/j+WMhL2IsDxvH/1q231PSNbVJFWCW4RgyeYvzAg9jXA3mi3ti2JEWQZ4aM54+naqIRo5Nylo3B6qdrD8KpSBo1/Ex8/xLcngkKqD14rldf1nUNBs4LvT5liuHl2ZZAwZcdDmtd3klkLylnkbGSetcj48kxHp8GSMhnP+fwo66BY4ZmOetQPJxy3ShDJdPstYnft6Ae5NH2WJT++lMsgPMUI4H1atSCqZWeTbFucntUotAmDdTbM8iNeXP9Ku7XMflKVhhIzsT+p606K1CnK4+uOtOwXKiIQf9HjES+vVj+NPS1Xq2XYnPPOPrVwRFT3qRYiTySB1yKrlQrldIcZwPoAKmRGyMcjpUoj2qWJwo53E4Fd54J+G1/4qZL2+BstMHWTGJJPZfb3oukLc5bQPDmp+IdQWzsLcyv8AxNn5I/dm7fSvcPCPw80rwwUnZft2p7eZmXKofRV/rWvFo8Phu1S0soVgsP8AnpEvU/7XfPvUp1K2tbR7uWf9zAuW8hg5j92GcgVhKTexvGKSubSPI7fM2DjjI5NUdR8Q6XpZdJ7hXlUfNGnLD6mvN/Enju51JJo7e9NtpR+WJ0XZPdnv1yVTPGR1qlpfh/U71EvNXmi0fSm+6JRhn9lU8k+561cYrqJ67G5q/jC91w/ZLUSW1uxwEhO6SUe/oK0dA8GTzlbjUz5FqPuwg/M4/wBr0rNt9ZttEmNv4b8PT3t1kA3d4wRfyzmuhtrm/wBQQtqEwUjtyI+vT/8AXTlUsvdLhRctzWu9btrREstPi8yYfKgVPlX6muXuY3h1iZWPMhEowOOa6i2iXYoyoyeq9/pVDX7df9GmQYwTHnbz7Vxyblqzoiox0RnxEjvxWjC4OAM1mIQQDV63GB1ORWRrY048Ou0msrU7ffA5C8bSrgd1q+G5yDisfxN4gXR9NnMEck98YGeKILkgdN7E9FquXm2JcrI8Mgkbw3e3JJ3WnnuibfvAKfT05rqrG+t9R4hcOQBuV1wc1ykuoW+uXsUKztBZwQtMsV5JgM38WMdyff8ACrGgzkPaSOw3/a9ittO6SPH97oQK58ZhIyi5rcVKu1Kx1zaZbyn54VJPXHrSjw3BIhZIXU+oNdtHaQFMogIPIpRAqHGABXyE8fOD5T2IxjJann0vh9kJKPIuPWqb6bdxnKzMR9a9KlgVwcqKpPp8TfwjPtThmL+0S6S6HnpjvUP32/OkD3gHMjiu5k0uPup56f5zVV9Ijz3/ACroWMgyXSZyBe56mRqblz1ZvxrrP7GjY/eP5UNoMZP3/wAxVfW6YvZyOUAJPU04Lj1rql8Ooesn6VIPDkQ6ufyo+uUw9mzkuc5zxS5YkACuwTw7bDqxP4Vai0e2i6Jux6//AK6zljaaGqTONitZ5sbEOPpWjDoczjLnaK6tLNVXCRgVOtp64rnnjuxSpHJy6fHbpt25Y9c1BHaHuDXUXlquAQKzzB6YpxxDkgcLFKKADqKsLGFHapgmwdOtRySxwLvlYRgd2OP500pz+FCvGO49QAORUowvoBXM3/jTRrHIN0GcdRGMmuV1D4lTOWWwtVXsHfn9K7aOVYirraxlPF04dT0+S4jQHBXA681z2qeMtK0wEPcK8g/5ZxfMT+NeUX2varqjn7TdyEH+EHA/SqKx4O4nJ969jD5FCOs9Thq5g3pE6rV/H1/fB47OP7NEf4urfn2rnFZ5j5kjmSQnLM5yfzqBhj0FXbYIykHr617VHDU6StBWOCpWnPdjBETkqDgHkVreH9Qm0XUIdQhc+dGSdvqvcflVVSqALkdKjEwOWJByCMj8q6GtDI+grKf7ZbwXCKSsyB19MGryabbXMyrJHvLHBx2rB8OXRfwxpMhzk2yj5a3bK9lknCQBd4HLEncPw6fzrke5qloVbnQMlktiXYLvwKox3Os6KCUmIU5ysqbgfzrs7O2SGWaVuvTP86gvDHcSr+5U4bA3GquJnKS6/NdbRfRKUQgqEAC56ZrMuFE5LkAE56Gumu7OK4uSWRVwD8qjiqEmkTFA8cAZUHP1pXYWOdaFkPyjj605RIPvEc9OaluoWjnEbjG7pgUZ+YRlScH5jmkMgIdnCuuV9+1SJmKUOjNHIOhzj9ae7bPXGODVaS7XeFTDMf4c/wAzRcDUh1K5iO2VBKv+1/jVlLiJJPPt7iS2l7ox+VvxrHS9WMbZN0cg9elXIbm1uBgjB77Of61SaYjf/taRow7xGTA64+aqFxeWlxIA6hWJ7iqHkyQvmCXr2HQ/hSGQ4zPHuU91707CLD2kRVmhnIPYSDrXnfj0v/btvC+A0cAz9Sc16XFBGGENs5f5Q2xhxzXnfxA0nVLLxNcXdxYTG1AVUlCbkIwOhH1pxjYG2cYq3E0CwGQ+SuT5KcKPqO/41MlqVXpgenanJqWlRnIuST0+43+FC6rprvulueOw2N19eldGhI5IW9FAB9KkMe0defSmnWNMHCz8Y/uN/hUY1iwB/wBeOefuN/hTuhWLMYyOVzU8FtLcTrFDGzyMBtjQbmP+H1qh/bGnAcXHJHUo3+Fdd4C+I2jeGb66a9VnS4C4mWLLoR2wR0qZS0BI7zwT8KFSWLVPEcILD5orEnp7t616ym2JFRFCqoACqOFHpXnUXxp8DuqmTVypzyDazD8wEIz7ipX+MngIj5deI/7dJ/8A4j/PNQWd9O6tGwCIQRyH5FcLrfg3R/s898lslrHGjPMIlbD57kA8kds8cmqw+MXgPOTrnY8G0nOT/wB8VBe/FzwLdafcwDXADLEyYNpP3+iY9KSRV9Dj5NfsbJhLpNj5tyVwNQvzvkUdtqDhayZbi+1a7Mt1ezXEwAZ5JpM+WB3x/QVh/wDCR6Lkk3R4G3Hlsc+nO3n8aH8Q6E4JN02/b8rCJsg/XGelXpYIvU9U06W50eyg1DU4GNs52o7xgTzf8BznZ6Y561MNSlln+36jFeQr5uy1s1UHzMr8pGPvHPrjAryvTfHUenXcU8eo7pEPytcRNMqg9eGX+Vb2k+LfCRvnu9T1qUPJIWKJFMI1+iheKzkzeMr7s9P0W71i4uvMm8q7uchXEalYbcDtn+Jqs6i1wLGVZrrzRHJvcswXGOyjHNY9v8W/AFvFHFHrQSNBwBaT/wDxFUtd+MXg0aVKLC+S8uH+RYmtZQFB6sSyjpxWVmxuUUzbSRGjypGB+tW4ZAUHc9lHU/TivK7X4maFBboHupSzRgELE2VPXqQe+eRWdqXxTjeK3+zyBreSQtPaoHWRVHAUyHqD14rJU3ct1onp/iXxjZ6Fpd3IxY3cICgeWSqOexbHB9q8w1R7nxZfS6jHqV3JYWwSAzbQrybz/q+MDr27VyNvrVtPK0uoanP5BnMxtRucsfUkjB4rQ1DX4tS0ma2txdoZLlSoVwkRUH5AFHRvetVGxlOdyXWL82l3cabcaZbxWqXQbc4BkAwABlT6ZJxXZ+BPDMGr6kz29/Jd6BYsVijmBALt1A74965HStD1o6ncaK9nbSPPs82d8SNEvX5WHQkda+gND0m00SxitbKFY41/MnHJNTN/ZKpw1uV7rS/7NjEttu+zjh4y27b7jNR5VlBByD0roHZWjZXAII5z6Vz6xGGWSA/8s2wPcdRXyOd4KNNKpBHqYep0Y3FNKVPjGaQ4x1FfNK/Q7OaxVMJPXmk8od1qcuo6sKjNxHkgkcVrGE5bIbmhohUdhTvLQfw1Vm1SzgBMk0aAdSzgVj3njPQ7QEvqVv8ARWLH9K6KeDxFR6RZDrQjuzocKOwo+XGeK89vPipo8ZIiaaYjphMfzrEufi2xyLewYnsXk/oK76eSYuf2bGMsbSj1PWzIi9QAPemG4RR1XI968QuviZrkwxEkMQPTCZ/nWTc+LPEV03z30iAjohAH6V30+G6j+JmE8ygtj6Al1S3jHzuFH+0cVnz+KtKtyfMvYBj/AGwa+fJbvUbnma7mfPJ3OT/WoBAzn5nPNdtPhykvikc8syfRHuF98RdAhXBuvOYf88wT/MVyt38ULcNi1s5HHqzY/pXnf2UKOSfrTDEAvJORXdSybDU+lznljqkjrr7x/rVx8kKx24PdOtc7d3+oX5L3N1JIM9Gaq7AM6yYzkA/SlJPP8q9CnhqVP4YnPKrOW7ITHzuPT605VFOI2gH1puST7VtYzbvuP6ZzmgkYqNj604kHAxVAIWweOasQyFfvCq/SrEcZKjPWmiWLvdm2xk89z0/CphH5Wwj5gAePWlCdBnGKAWkPP4Ypge8eFUibwdpDOQEEODgZ5yetbyTRoqJtGAcLJiuJ+F2qC+0q40uRQXtcSxZ6Ybhh+Fd+LICInYFBPbtXNJamq2EjNzHCHhdTl/mVuSfpTViaP5rncGViQvU1IkjWqAxqZI8ZI9KdaSGWMtKMRocBSOKkTGxW6ux5KBuT6/j/AIVOkrwZdlRYR09qildMEpJtA5Jb7p59akLrdYkO4IrfICPvn1pDZXltrWa6EssYJxlVI+5+PrWXd6A0svm26pt6jNbbWqyHMpY5PY0XDMg2o2W9McUAcXf2M9vkOgXHOaw/JDSYKtvJ6122pl5JlSVcZ5I7fjREliYwlwgRuzAcGgDkxayEHcd23jnvURsMsZIW2DBrrJNOUjfbMrc42n09azru0MUhEkBTjqvf60AY9uLsSKvmAqf4s4rVVs7UlTzd3Q57CmxRwjaw3FTxgetaf2eSWKMXNuigjajx4wT7gdDVxEzD1K4W2gZ0BypBUq3P0B7URfFe4gtpUn0yK6gUYKpLiReP4getX77SysDv5LPhflxwDj096526ij2jzbSEyIv3mj+b6Gqk7Ajw2iiimIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArq9Hs47uw+z/Y7qW9Zk2So+I40IHUDqa5Svb/AmjxwWNhO8WFlt0kBJxklQc5rOpPlVzajDmZ03gfRI9CtHdP8AWTkMzE8n2ruoXyuevWsONBGAFGBWnaP8oFc3Nc7krItedsJLZI9BXKeMNavdJs/t9jbwyfwOJuD7GuuWJW5rhvikWXwjKkZ2yNMi7vQYyTQ6MKvuzV0TOTiro4G4+JviFWZRBZKTz0JxWbL8SfErDhrZB7JXM7Vid08x5GBwXI6mkkbkZAPFXDLcNFaQRxPFVO5rTeO/FEuQb1U/3VA/pWZceIdcu8mXUrhh/stVRuST2qPGBjHFbRwlCO0UJ1pvqRyNNKcyzO2f73/66Z5CkjJz9TUhGD0pD7jFbKEVsjJyb3Y3ykz92nqqqcY4+lAPpTjnqKdkK40d8U7oeBzTCWAPFPQZ5NMLgv3uvFOwcZoCjFI3A607hcSQnseKrljgrnFSOwFMCbmBO2pEhwDLBC3UNlcfSnyAAk/dwKYkm23j4z8zYovJA5QBArY+Y+tAxrSZXJ6np9KZuppwGxjjFLt70ALnil3HFOHTmjjvii4hUUkgmrg2gDnFVkOWx2qxtA9/SqQMlAyM5BFODNlQCCAab820YWnQodwyMe1MR6f8I0iS61dsZmEKEfTdzj3r1ARyyxhkf+L7hPQV418NrtrfxfbwKxH2qOSIj14yP5V7F9qaJtjoA3TNYVFqaRd0PabbiB0Jc8H+7/8AXpWhkkVlDeXGeOef0oWQZJyc9iO/1p3nrGoxy3930rIqxVIJZ1yWjReV6BvTA7YpftB2odyle59PwqWLPPzEsepHrVhdJimj3ZIzyRRcZUQNJMQUO1ejZxnNRtbTMeg+u6tHyvKRV52gYGaq3xn+yt9mG6QkAAHBI9veqsrXO6jhoTgpMiNmDEVcB3PQ56VWbTJWJDAEYz1HFO+2PGyRxGYuZ1R1uCMjIzwe9WEvHmLx+SUYMVOJOVx/F0pKUTT6nAqHTJUIMZB4GQzc1ILW75JRGyMEMwIpI9TaK1t1KSTzNGXIXOSAcZ4B5qcaiGuRAsZ3EZXe20njI4xTvEPqcDOm0AMd8I8kn7w3Aj8PStHSIJ7aR47tFMJBwwb6YBHX8aiXVi6pi1b94jMnzj+HrnjpTxqW4xlYCQ8XmoTIMt7dOtClEPqkC/dLG9lNDFjDKcIRgZ9jXLTaLfXMTeZawmUj73mitKe8uhDcMSYzFOijY3r1B45rRtrgzmZTHsaN9rDdmjmUnYPqdM+PaKKK0PKCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK988L3gi8PaUrA5+yxDI7DYKKKwr7I6cN8TOxtLjzIRk59DjmrcNyUbGKKK50djNNLoCPcc4xXnPxZvRNocMC5AeXFFFb0tzGr8J4zMVh+VfvA5zioBKXkGaKK7TzSTvmmtnIPaiigZGfvdaNuetFFADlG0e1ITg8UUUhPYTceQe9IB83J4oooEPLZwAOlNf7uDRRQMhbG7GOKRY1LDcTj2ooqRoA5jhjx6nFQsS7ZJ5oopgLg9TT1Oe1FFADsjpim45oooESRD94KtBiDjPSiiqQEqnvUiHLDI6UUUxGtoN8+ma7Y3qE5hmVseo6H+dfR7qsu1gTsYbl9QDzRRWNQuBEWSEZ2lie+afBZiZWmJwxHA9KKKxZoi/HAkOUA465okXJ68UUVIMrzZwoJqtJCk0YVwSAQcg4OR3oorWOx62G/hIj+wwFAvlnbvD5LHO4dDnOaEth5k0rqokkG0lSelFFPlR0DV0+2AREVxsGFxIwIH1zUhtYmk8xt5Yf9NG44xkc9aKKOVCIk021RlKow2ghf3jcZ6jr0oFkgeFAi+TC2UyxJz/hRRS5UA6SwgkMhkjYGRgzYcjJH0NSQwRxPI0YbMhy2WJyfxNFFVFK4+h//2Q==", "path": "002857.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002858
Men Tshirts
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", "path": "002858.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002859
Men Tshirts
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Ek3SnHQVwvw11g3fht7FnJezcgeuxun5Gu2twME9TXhVYctRxPWpy5o8w+RSQWHWvPPFfjddOllsrDE12hw0h5WM+3qav+NfHFvpUE2m2Em/Ufuu68i39ef73tXjF1LKHUxN+8JJJbnNduHwqfvzRzV69vdiaE8813M808jSSucszfxGqzn9KppqEiHEsP/Akq0JEnQMjZ9a9OLVrI4HfcQdafihU+WgD5sVSEIT85FKBTM8k+9OU0ASo209c/Uda1rbXbmNFilZpokHyq7H5R7elY2cU7PFTKEZKzNKVWVKalB2Z19tdwXYBikGccqev/wBepycfUVxYYg5BIPqDgiuh0vUvtIWGYjzQMKx/i/8Ar15mIwfKuaB9Zluee0kqdbTzNA896aVJ69DUhBHagDBrzz6darQhk4dR7YzTwAUBodCVPHPY0mJCCEAHuaAI5WSNS8jKqjuazpJ7i6Bjti8MXdz95vp6VofZQzZkJdvU9vpT1h5x0x0oJlG5UtI1t0BCZH8RPOa1rDUWtruGVJHKowJXecEemKhSMcsOn8Qqq9q0VxlRmM8sfQelBM6KlGzPZLeeGe3SZPuuu8H61Gsm+6yOgFcv4R1FprN7R2y8R3D/AHSf8T+tdGjLAHkdgqqNzE9hUnydeg6dRwJ7l0jheWRgqKCxYngCvM/EniFJZCXLLaBvlVRy59TT/EfiefUZjBbqfLU8Rg8exb/CueS3uZZN90ysBwi9hV2R6+CwLh78ty1b6rY3GBHOobsrfKRVs849D6VmS6bDKPnhX6gUxLW4subWVig6xOcg/wCFFl0PUi5rRmoe1IWIHqPSo4Z1mBxw/dTUj4ApGqEjHy5xjPapBSDgClPbHegBM4FTQTyQSrLDIyOpyGU4IP1qEjjNGKLkzipKzR3nh34gXUM6W+psJYGOPNx8ye59RXp0E8dxEskTh1YZDKcg187jjFdR4Y8W3WiusTky2h6xk9Pcf4V00q7Wkj5rMsmT/eUFr2PZxQKo6fqVvqVsk9tKJEI7dj71eHSuxO+x8tKLi7MWiiimIKD0ooPSgAooooAKKKKACiiigBteb/FfxS2k6ZHpVtJtubxSZCDysY/xr0WWZIonkkYKiKWYnsB1r5g8Z67J4h8RXN+x+UNsjUHog4FaUo3ZE3ZWOflkLseaipx5NMNdhmL7UnSnCmk5oAVcZ5pSeabg9jQOM5oACKYcZp2abj5qAAru74pohUe/1qUUuKQDBGB2pSoPtTxSFaYhmwKF75JzS5JABLbfSjtQelAzrvhvffZPE5t2bCXUTL+I5Fdd438Yto1sNPsHxfzLuZx1hT1H+0e3pXlel38mmalb3sShpIX3BT3qnfXtxql9LPJIzSSsXlk7k+g/lXHPDqVXmex0xrONPlRFNcyO7LES0mcvITnk9T9abDAUO5mLMfWpYogBgKAvaptgrpUTByIfLH/6qasG190Z2tVoKKAPYU2hXI1kIBDIQfbpSmVOoIzzxTyB24NRsoznApiGKDt5FSKB+FAz6cUY29vyoGKT25pc8U3HcU4D2xQIcKerFTxnPrTAvvTsbaLDRv2GqrKqw3RORwsn+Na2AOvQ9D61xKsQa3tGvGfMMjcEfLnsa4MVhU05x3PosozedOao1XeL/A1zzQODSY/lSgc15J9qLjnNI65570tOBGOlAxityfenI2cqe1BToQKikV15A6UDRe0e6+w6zBIOEc7G+h/+vir/AIo10zudOtH+UcyOK57zQy5bOQePrUkcB6HJY8u1ByzwsJ1lUe6I4oVjUBOe5PqamVOmakEY4wKXaQeaDptYaVz2pPLHepKCKAIDCrHJ6+ooEeCMsSB0FS0EYoAb7Uc0Y5p2BQAAE0gyBml/Hinbe3GKBDCeOBSA9M//AKqlxxTGXvQK1zofC3iKXRdQQuxa2k4lT8etezwTpcQJLG25HAKsO4r52BwcivVfh7rLXVg1hM2Wg5T3X/61dWHqWfKz5fPMCkvbwXqd1S00UorsPlxaD0ooPSgAooooAKKKKACkPSlpDQBw/wAT9bOk+FZIIiBNeHygc9F6t/n3r5zkb589vSvSvi/rIvvEX2ONsx2SBD/vHk/0FeYuck110o2iYyd2KOpX0ppH7welGejenFI/Bz7VqIdn5c/hTN23AxyeaX+BR6mmffkOO5x+FIB+T0oJ4x3ox83B4FIDk0DAfWlxzShRnNBHsTQK4DIozmgDHalxTEFGcYpe9AoACBtY5qNzt+lP/hP0qJjz/u0hoYw8wlFOOOT6+1TJCI49o79aSExEOMFmJBX29anIwOgoS6jehHsI4zTsU7B9qQj1FMkQ96OMUoFKRzxQAnHpTWz6U7pRjNAEXWlH0pQMGlbt60AHtTkHryKaM5pc/LmgB5+mBQeelNP3M0oNADG4bFWLWQxSKR2Oagbg89TSoeRg0mVFtao7OJ1liSRT94U7kngVm6LMHjaE/wC8vt7VqYNeFiaXs6jP0XKcWsRh0+q0YmDnk04DnrRj2pSOK5z0xQMZ5qKZ9oI7kU/oKhk5fgdqBoqsQZVHO1Tngd60ImyoGecdKWKIBQccgcH/AD/nmnOisAcYJ70w2F445FBFIB2p3akIZj2pKeaacZoATmk5Ip+KMcUAR7aXGOxp+OlBBHNADMc07NNz0pMgelAEuOKawyOKFb5M0EgL70CIyOcVs+HNTbS9Wt7gE7VO1x6qev8An2rEJyakjbDg007O6ObE01Ug4PqfRMTrJErqchhkGniuX8Eakb/QYlY5eE+WfoOn6V1A969OL5opn55WpOlUcH0HUHpRQelUZBRRRQAUUUUAFQzSLDDJK5wqKWJ9hzU1c941u/sXg3VZgzKTAUBXrlvl/rTSuxPY+cPEF82papeXjnLTTNIfxJ4rFPJNWbghifzqqp+eu8xGg/JQDuCj2OKCOSPXpTFOU47UgH5+WMehINNi4XPqTSHOSO2eKcMAAUDHt8qfWkjGecU0dcnpTySeFGKYhxIFKOnSkCEU6gQgoIz0pcUuKAGjjjrSkUcDpQRQA08g/TFQ46nnripm4Q1H1x1OTSAlVAFGAc0/BPBxxRzxRnDZOMUxBuwaXdgfWg80meOlACnGaMgjpijIxRz9KdwEwc80oApcUo96AIyOelNbAGQKdJ7VGDlTmkMVshQQaYJAyk9CO1JK2AhzxnFRpxLIvtmpbHYs7sgChjt59OKjQ5ANI5JcLnOOadwsS53HPoOaUEUL0zSGmM0NPn8m4jcHkHNdZx1ByDyD7dq4iFyGGO1ddp7iSyj5+7lf6/1rz8fC8FM+j4dxHLVdJ7Ms4pe1J075oxXkn2oxstwKQrmQ+gqTA9aQdCcdTxQNDi3y8daQtv6DpSqB1waGADcUANBw3WnZNM28k5p4OKBCjmkPWnfd/wDrUcGgBM49KXjBoOPSkOKAEHTPemO/IHenZqvMTkEdaAHbiWxTWIL/APAaYWz8w7daQsN/J/8A1UAWA2Nq+goP3sfnTA207u56D2p4yFHHLUAIcZoXORRSUEM7z4cXxi1SW0J+WVNw+o6/zr1QV4V4WuzaeIbKXt5m0/Q8V7qDlQa7sNK8bHxGdUuTEc3dDqD0ooPSug8cKKKKACiiigBK4z4n3Bt/At5gZ81kT6fNn+ldnXnvxfuVi8HLAQS0064/AEmqh8SJlsfP0x/eHmq7fKfpUsx3YYdxUTcjNdxkhHOcEVCfvdcbuPoak7EelNfjr07mpYxAxYZPUdaXcCw561XYlZP0PvRGPmc9ccCpuOxZL54XjFPiJ+tQKMnGanUYHHFUhMm3dKO5pP50oPWqJFA98UHOOtJn2ozxigAJyRxS0nGaDQA1yAvTtQB90YPSmuSRinj72aAHbsDHNHU57YpAW9KOSDQIcB8o4pcHtTeg5zSg9cUALj160dOCOKTGfSjNADt3akzxSEg03PvQAFt2c1GCAcHpSkgd6Yz9sUFDZV3REDqORUYJaXd2Zf1qVmDDioUB83aOy8VDGiZHx25IwKcoyR+VQg/OcfQVKnH4UwZNxikNIp9e9OPJ6UxCxnBzXUaI263kXsCDXLL1rodBb5pQepWufFK9Jnp5TLlxcGbeaTHNLmm5x714R+jIU0B8EjmkLZGMU0Z60DHeZg4yaGbIppweo5pueTQFx6tweBTgSOn8qjHX0p+fegQ8N+dLmmZOKN1ADs+tMznpQWppNACMTULnNSOahcg0CbK5fy5cH7rU92HnJ/dAyahuCAmffrUQm3z7F5YYyPSgjmNBTucnH/1h6VMGzk55NVol+XqcDkk9TU6tn2H86CyTouaafWlJz1/L0pp6UEssWcvlXMUgPKOG/WvoO1ffaRP6qD+lfOsfWvoHQ5PN0WzcnkxL/KurCvVnyvEMfgkaNB6UUHpXYfNBRRRQAUUUUAJXlnxpuNmmaXb45kmkYH6Lj+tepmvEvjZdN/bml2wkGyOEvt9CWx/IVpSXvImWx5KDwVPao/unHapJPlc+1NcArmuwyI2GF3DqDSkcDgEGnKc9e/DfWkYbSRikBVmTjAyfQ+ntUULfOUbGTzVp1446EVRmXIJAwwrOWjuUi8gxn1p4PSqtpJvj5yCDVgNVp3QnuTDkZzTugqNTmpAfSqJFHFNNKT70gIyMUAL3oPHNGck80HoKAG9DSnnmjJ3UvagBVA7Uo5PWkGM06gQhBpMClwetBPtQMB7UgJPeg8CkoAU9OKaTSk00kUANY56Uwn2oNNNIoGOBUDPtckc+1LK4UH2qJSWbJ6ms2ykixEML8x5NSrUaDjJp+egFWhEiMd2T0FSDOCajUchR+NTH+7TQhAK3tBP75/8AcP8AMVgnhvatvQiROf8AdNZV/wCGzsy/TFQ9Ubx6cUueKjyTTsmvnz9MFH0oxzRSUAB60EDqKM8mgH2oANvc0DpS4NHagBMij8qDTeaBjt3tTS2aQnikJFAhrtUDke9SORUDtjOKCGZ+ozTI8UcK53k5J6Cn2iBflHJPLMepNVbi4mkvY4+kXPTuav268gL+JpvYyhrJl5BkD2qYDABxz2FNjTAGOamAwM0joEx+femHpTycDPeo2NBLFQ/Nj3r3fwpL5vhuxb/pkBXgyH5hXtngObzfCttzkoWX8jXRhviPm+IIXpRl5nUig9KQdKU9K7j5MKKKKACiiigBD0r5v+K1/wDbfHV8FOVtwkA/BQT+pNfRzMFUseABmvk3xFfnUtdv7zORPO8gPqCTitqC1uRPYzH+Y59QKah6ilHT6Uz7r5rqMwYAHP50p+Zee3SpODzioDlG9u1ICMtgEE9uKpu3zkdjVuUDtVCQksPXNZyZaLMS7cMOnerABJ6VWUYA2sQR1qZCc8sTVITJ936U5cGoxyxp4OKokU+1KM5ozmgGmIdik6D3pee9JQAhJBpecUUo6UAICd9PLZzTM+1OzxmgANIePelzx6U3+OgLCk8c0zJqQjjNRknpQAFqaTScg9aQ/WkMTNNLZoY1C0hHapbGkQzHMmew/WnoM81FL0yfWpoxULcplpB3PanLnOQOT0pg6Y7VPGD949a0RI5fkU0oO1MnrTsfnTeHbA6L1+tMQg65NbGjMRcgDuCKyCOa0tKfbexZ7tj86iqrwaOjCT5a8JdmjouOM5px+tNxxnHtSjNfPPc/UYbXFXvzTgCabTl6UhsUCnY/CmHrThn3oJA8HFBXjPeg9AeaPxoGM/GkJ7Gl5zSNxQAjcDimE8U5ulQ7s0CZHISCahZlPWpW5zUDrmghlG4YC4hAHc8/hWhbcCs2+Pl+UR13itC3PApsiHxM0YzxUo5qBDwKmWpNxGqM1Iw5qM8UEsReCPrXrXwzuN+kzwf885c/mM15JnmvRfhfcBb28tyT86K4H0reg7TPEzqnzYZvseog8UHoaQdKU9K9A+KFooooAKKKQ0AYPjHUG0vwhql5GcSJAwQ/7R+Ufqa+V5GDMcHNfRXxckdPA8qI2N88at7jOf6V88Oqtz0J/lXTRXu3MpvUg3YNOIyeaPLIHBzTTkdRW9iR68DB6011DLinAgmkbgZoEU5CVGKpN80ikfjV6bBBGao4Pm+wrGW5oi6qjr3p6jGaZGSVFSDpWiJHIpx6ZpwzSKcjNLmqEKDTgORTSeOQKUHvQIecBs5pp7Gl6jNIOlABnk08DNNAzTguKBCFeOKVR604529aaOooAXbk0FQKUDnrSM2O9ADc9uaYVzzmnEHtTec80hjcY700nNP465xTCR2oGNI4qJlqU1G3SpKRWmxtNSRH5R9KilGRUsXQVC3GWEqwnFQIKnXnGK1RLHk/melOC7F+tAGDSMckg4piEzzU9tKUlVs9Dmq4BPAGanjix1NJoqDs0zrwwIBXkEZo9Kjt8NbRkY+4KkIOO34V89UXLNo/UMJU9pQjLukOHtTuRTBwvvT+vWoOgAc8Yp3am4opCFJyMdqT8aUHnmkz6UAJ0NIxB70pph60AIahcqM8VKxqJwDQJkRIqN+KkIpj9KCTMvF3yKOwq7ZndGp9RVWYdW9DVuKFrVhE/wDdD/gQCP0NV0Mo6TL0dTrUEZ9qsL7VJ0ARkVE3Wp2U5qJh+dIlkfeuo8C362HiS33nCSgxk+56VzOwk5NXNOk+z3sEo6pIp/Wri7STOPG0vaUZRfY+h16UdqZA2+FW9VBp/Y16Z+dtWdh1FFFMApD0paKAOB+KtlqV/wCGEt9Ns5Lk+cHl8sZKqoJz+dfPRO1irAgg8j+lfYDfdNeDnw/ptzcTmS1Q+YxLEHBzmqWI9krNDjR9psebE55pp716Bd/DiOdd2n3pUkcJOMgn6j/CuY1Hwhrumcy2Ejx/89IfnQ/l/Wt4YmnPqRPDzgYpGR0FMKj6U998bEOu09weD+tMJHXj863umY2aKsyA/wARqnGpMjegq9L0POKqRDrz3rOW5aZYjHygVKAO1MXipApAzVJEigYWjtSn7opCPfiqAXkjpTlGOKaCelPBxQIXGCRQo7Gjk0EYoEL3p4OKYBzTzigBO9HfpScDvR370AAY54pDjPNKABzTT1zQAp9qZn3p5YelRP2x+NAxrEmmindjSCkMSo3qTpUUhzUspEDDOTV17Ce2W2aQ4W4i82M+oyR/Sq20nAHeut8S25t9H8OyADZ9mdSfcndWd7SSKUbps55YyMYapRGMcsfwqNTgfoakDcVujK44AZx19zTgoAyAKRRnipI43mcLGju3TCKSf0obS3BJsRQDTxxjmti08K6xdAEWbwxn+Kb5f/r1uQ+B0SP/AEq7Zn64jGB+vWsJ4mnHqbQw9SXQzdNbfYpx0JGauc+tT3dtDaXBht0CRqBgDP61FzXi1pKc3JH6PlsHTw0IvsAz3paOaUjFZHaBP60wnmlI3UbSRQAq49aU4pvOTkYpD+NACsckYNN5zR0NLyaAGbeeaY2Kkb6VGTQIhIyahl4HPWrB4BqvJyaCZFScYgcgdia7DxZpf2OHRLtY9vn2SK57b1A/piuUmj3RlQMlhivY/HmlmTwJbOifPZ7HPqFxg/0renHmjI8fHV/ZYml5s8qjLAdBUwlbGBgCqqMtSh8CsT2uZEpfPfNLuAqS1sru9cJb20szeiKSPzrdtfBmoPhrp0t17qTub8hRZnNVxdGl8Ujnt1XLSxurll8qIgMQATxXTpoFjZL8sZlcdGk5/SpASNnGMEH9acY6nk4nNbpqmvvPUdPieHT7eOQ5dI1Vj7gVa7Go4TmFD6qP5U/sa9NbHx0ndtjqKKKYgooooAa33TXjdt808gx/Ef516/dSiG1mmPRELfkM15FZDexcD7xJ+ma5sR0OvC7s3rRflB9Kvx5Vcg4z3qraD5BnirAb0Nc6Ol6jLm0trsAT2sEwyMmSNW/mKxr/AMN6C6tu0mzz6iLH8sVumTA4rNvZcKefwq1OS6mbgjzbxD4d0iBWMFoI2OAArnB/AmvPmEbXMrRqFQudgHpXq98hudWgjC7xGHmk5/hjVnP8hXlUfKbiME8nFehhHJrU4sRZOyAdakU00ilAA5zXacwpPA9acBk0004E9KZIAY5peSabuxSgnmgB4pSPWmjtTuR05oEA68U8Dj3poGKk4wM0wGY496AKCBk9jQeOhzSAaRimkj1qQnI6YqMjmgAzxxTG+lKQRz2pMkKTigYzIxSZ4oPSipKEJqMipDSAc0hhGMSqcZ56V6dqljbXnh+xtZhwqREEHBU8Z5/E15og/eL9QP1r2K203+05DaAE+XYvIPqI/l/UiuPFNpxsd2DSak5djDsvh1Y3KBjqNwuewRf8a27X4W6IpBmu72T2BVf6Vb0KfzLdHzwwBrqIX4HFczr1NrmnsYdjHtfAnhq0wyacJCO88jPn8OlaiQW9rHstraKFRwBGgUfoKubht4/Kqsv3T/KsZTk92aQhFdDOnc7zn061nSk8/StCfj6d6zZc7nBHtWXU2Oc1PnUH9cCqo5GKu6uuLpGz95BVIVL3PscE70Iing0h96Xdx0pOuM9KDqF9MCkI5NHOeKUDjk9qQCck80YpaQmgBCMe9Jz2pcc0UAMZjjmoS3XHSpGBqJuO9AhrHjrUP3jk09znikAxmgjdljT4PtOrWUGMiSeNSPYsM19E31sLnSp7YgESQsg/EYrwfwpB9o8W6VH1AnDfkCf6V9Cfw12YZe6z5PP5/v4LsjxjTPD+l3CjzbdtwJDASEDj8a6ey0HRrYborCEsP4nXefzOaz7uD+zPEN7agAJ5nmIP9lua1YJg6jmsrWZlKvUnFPm0NNdqx7VAVeyrwB+FVZzu6mlV+MZpkpyvP6UM5VvqZd0Cc+tZk3APOa2Jl+U8Vi3BwSD6VC3L6Hq9kc2Vuf8Apmv8qsHoap6U4k0q0cdDEv8AKrh6GvRWx5T3FooopiCiiigDM164Ftod5KcD90wGfU8D+dea6cv7sY4zjrXW+Pr0RabBZ55uJMn/AHV5/niuZsEUKp7HoK467vKx3YZWjc1owAo74pxbqcYzTUIUcZ/Gq8855HSsTew558ZGazb6QlKfu3v16VVvyUjJPPFNEswoWK2XibUiCRaaa0S47NK23r9Afzry1R8o+lenXZEHws1+4yc3WoxW4K9wuDz+teZY4r18KrQPLru8mNxg+tKvv3pOlOU810mIfQUgPzdMClakBGOvNMQpGMgdKFHGDmkzzxSgc5PFAyQfd4FKT7UinIpRQSOB9TQTzimn0ApTximAenNBzQT0xQBxSGJ/F1pCRmnAfNzTcZoAX+VRsOKfnimEfLQCIj1pKc2fWm1JQh5pyDmk61IPu4xQDFjANxCvrIte+eEwUutaux/y72gjH45P/steCWw3X9uv/TRf51714XYf2X4ofuEUf+OtXFifiR3Yb4Gu9jnfDk2IUU9sf412Vu+RXn2jT+W6DOAQPzFdnbXIZAQ3NcHmd1Wm6c3Fmwh4OetRS85x1pkcwPJNK5yDUsmJQnHHNZlxxu9zitWUZyTzWVe8A47gVBaMHVs+dGxxjbj8Qaz8mr+pnJiX03VQzSlufW5c74eIZJ9KOM9aTFIRjvUncO5Jz6UCm9CKToe9AiTIOKaetIKD9aBjgfakPejJ9qQnJoAjPPeoWyPT8qnbpUTGglkHJJNKBkGneuaVc80CR0vw/hEvjOyPXy0kf9Mf1r3XrXjHwvh8zxXJIf8AlnbN+rAf0r2eu7Dr3D4nPZXxVuyRxHjm0MctpqKDnPkufryKxre4wg5rt/FNoLzw5eJjLKm9fqOa89sT5tup/GorK0rmOFlzU7djchmB71PnPftWTDJsON1aEMqsBk5NYmjQ24U7fWsO74JrenPyECse8AYHPUjml1BHoXh19+gWR/6Z4/WtXsa5/wAHzeboMS/xRsUNdB/DXoQd4o8qatJi0UUVRIUh6UtB6UAea+MpWufEyxPjyoIQAM92OT/IVFbJlR2AqHxGc+Lb4HOMr1/3RUttJhRg547V59R++z0qa9xFx+EIJ+lZ05II3NV5n3JzgVmX5crgDBpIpjbckyM2eBUWpODC59BS2bZVl/Oq2sOVtHI9KaRLZz2sBovhJB+8+W51qRyPYBh/7L+tef8AQV3fiFni+Fvh+MjCzX9zKPoCQP5/pXCZ4r2cOvcR5VX4hh6UiilJoyMVsZiGgCjjH0oDelAAAc/WnqOeabycUoz0HFMGSAUUnPHSgdqCR4ORjig4xSBcEk0lMBQBmgEg8UnvSikA40zGTxS4xQABzQMTGRTGyRgU9m6YApjEZoAiNN704k03tzUlCgVKB8uKYgp7cUAOsRnVbcdvNX+det6ZqhsvD/ixlI3SSwwKD6tuH9a8jsGKahAw7SKf1rtJr79xPZgndNfLK30VSB+rVwYp21PWyyl7Waj5osWr7XXHt/n+VdRZzMFBzXJxNh0wPaun08h7deOa86D0PZzWmo1VJdUbkE27GTV0HK9c1hxPtPUVftp1PBamzy0WJV47YrHvFIOD0rZfGOOlZlyM7sn6ZqGWjndR/wCPZSU+bf8Ae/DpWXyRW1qKlbORe24NWKeevWiW59NlUr0LdmOwcdKaxx1FLg5oIHrUnpkfB5p30NKFyOvFGOlABgijFLjmlI5oHcZg4pp47U9mO2o8896BARkVGw46U8lqjYn1oAjPWlAopy9DQSdh8M7xLfxSYWxm4hZR9VIP8ia9or518O3v2DxZpM54Amwx9m+T+tfRIOVBHeu7DO8T4rPafLiebuiK5j822lj/AL6EfpXk+n5jV4/4lYr+RxXrx5FeUvttNavbcjBWdse+eaK60Rw4N6tDJGaMyE8Y6c1csXZlDHOazL9983lIRknLVpWjeWg4zXKd8loX22sMnOPrWbdxAE4PFW2kZRkDco6j0qrdSK6ZGc+9Bmjd8DXBzeWx/hIcV2nY1w/gdSNQvGJyPLUZ/Gu47Gu2l8CPNrfGxaKKK1MgoNFFAHk/iUkeL74AEklPw+UU+AELkDJ7YpviWQJ4xvVxySn/AKCKfbtuAJbgdhXnVPiZ6dP4EWVbH3iM1UuhuU9/erIG5cKNo7mq8ykc449M/wBalFNGXE5ikIqrrs2LIkfjVmZSHJrD1m5It+T61otSGR+LVMfww8HoQATJcOPpu4/mK8/OfrXonj+J7bwf4Lt3bcBZM35hD/WvPCMV7NBe4jyKnxEWOeaUnAIpcZOaQjOa1IGClGe3pRj3pw470IoBnjtTu2aQ4pRxx1pksUcc07gcUelKT0oEGKX2xSA9fSl56imA0deRSryTQCSfejPJpAB5pufUU49Oaa4GOTzQAEioj0p5HAFNPrSGQ5+al60pBzS455pFD4170SdKehAXpUUp7etN7CQ61+WeI9wc10jn/iYZ9lP581zUWBID6Vv20hmvGJ7bR+grz8cvdR72Ra12baHBHpmui0tiY8D8K5vgKK6HS5gp8vGOetebDY9vOFpFlq4YxlyeD2q5p+4oC2Sazb1xPciOM8A8mtaz+SIHNWzwjR4K8iql1GuMrnHvUzSMoymaryzLJG3y7TUMpGNfjFtKhB+7wa54Dpk810V+2LSQk54rncY7e1KR9Fk9/ZS9Rx+tIR3paQ5qT2AzSZNLzijGRQAmKcOvPNJnFFADWOBTd3elYnHamkUDFJ461H160pHtSgYoAiIpf4DxQTk048JQSVGYpOGU/MqAj65Jr6T0m5F7pNtcKeJYlcfiK+bSMyscdMD9K92+H9ybnwdYknJjUx/98kj+ldWGerR8xxBTvCMzqu4ryXXJQviHUHHUTH+Qr1rtXjGvybtbv8HP78mta/wnhYJe+xbNTNLvPJ963EQbAOgrM06MqB247/StiM8DgH1FcZ3zZCyspyGz/Wq1x80RIxkVel2mMqPu+3asu5dUQ/Pz9OKDM6bwGmTeykYIKrgV2nrXHeAG3W96f9pf612XY130vhR5tZ++xaKKK0MgoooPSgDyDxSp/wCEzvmzjlP/AEEVYtBiMdB9Kr+KVU+M74nPBX/0EVLaKoHfJ6+ledU+Jnp0/gRoKoA+5+dMnztwKkjHHXH86R1IXrnPUipRRi3WOT+Vcj4hfbEw/wBlj+ldjeLheP4e1cT4hIK7CfvZUE+9aR3IlsbfxXRbfSfCVruy0diR+G1P8P0rzI/Wuo8f6qup+LJooZBLb2EaWkTg5DBBy34tmuXOMDtXt0laJ483djegNA5FFLjitBDSAOcUoOO1HpQfagQmeaUZzx0oFGOaAFz+Jp3XqBTPXFOBOKBCjHejqeDijn0pueaBjwcDAFGBjOeaTPtS54xQAcY9aaRxTgcUh4PWgQw53c0zBPFPPJpuKCkRkYNKMk4pSMGlUd6Q2PHA61C3LAVMeFqE/foYIepALEelb1ipEpJxyA1c/jCmuisOQhyP9Worgx3wI9/If47NjsfSteOTy4QwODmsleeM98VdyzKFPXNebTWh7Gcv3Yo1tOjMj7u+a34kATlTis3T4cRhh+FbEZO0Ybn09abPDWxCUIwVfpUMx3JyM44NXGYbWGMDvWZcPsUnfkntUlGRqbf6IVPc4rG3Z6Vrag2+2Jx/EP61kdKUtz6bKV+5FzTjyuaZkGgGpPUFx70oOaTqeDxSd+tADse1Jx60nNGRnrQA3p1oIxzT+KQmgZGRzQeAaXBJpHIxigRCPvU9uFpq/e45pZD8vagl7EAIDHPQmvX/AIVTF/D9xATzFcMB9Dhv6148wzXpnwkucy39ue4SQfqP6VvQdpniZ1DmwrfY9RkfZEznooJNeISSfa9RuJOoeRn/AFr2DXrr7JoN7OOqQsf6V4/paZLsexUc1tiHsj5vAx3kdBZoBg9KuFwrDI6d6rwgrtOMg8VO5HQ9+D9a5Toe42c5TIHI6kGsW6kJyoU7T61oXDlMZ6+3ese6kLBs5JHOOlCFsj0DwJbiLR5Jh/y1kx+VdZ2rG8L2v2Tw9aoQQzrvYHsTWyehr0IK0UeVN3k2LRRRVkhRRSE4FAHkPipivjO9wcZ2/wDoIqW1IKZXkAcnuaXxzbtb+KnkC4E8asD+h/kKism+VR0A6n1rzqvxM9Ok/cRqxphctnJ5wTz+NMlLYxn8aejAKM9euajfLE9l7ZqUUzNvjiM88iuC8TOBGx9jXb3x/dse5rz/AMVyAQNzzg1rT1kZVHaJylq2UJ9wfrxVggH1FVrQYj/GrWOOte5HY8iW5GR9KMD6U/BpOM4qiQwM9aQD3o7mnArigYmOelIVpe9IfpQIO1LTeaWgB2KQ0oPFISPSgBcnFIOaUgYpAPSgBw560h68CgYz0pevagBrdRxSdCeaVhz1o7UDIj14FPUcU3GT0p44pDGsahGakkNRg4pMaHH7v4iuj00Zt42HdQK5ongfWuo0oZ0+I/X+dcOO+BHvZC/37Xka0Qy6/XmtKyQSybj90Gs2I4BJHQVtaRF/o8bE8sxrzoaRPSzad6qj2R0Fkuw5zx2q4WCsO1V4AygZGO30qaTqPRv0pM8tCTnK5AGaxLqT5tpJBPQHvWlNJjIx8w5x6ise7xIDktgHOPSkhlC9kIt0jPVjk/hWbjnrVzUCB5AGfubjk+pqlkg0pbn1eWw5KER3FA60zJNPXjqKk7wxij8acRnpSY56UAB6Ud/agkYppYUAK3Smde9Bek3CgBRmmvyPSl34prNkUA2NXr1pJSMUq9Peo5ulBD2Iu4Y9M13/AMKgf+Eiu252i3G70zk1wJ+4K7v4UysviS4iH3Xt8n8G/wDr1rR+NHmZr/us/Q7/AMd3Bg8KXIB5kKxj8TXnujxgwMT03V2XxJl2aLbRD+O4H6CuR0NcwyD2BrXEP3rHy+EVqVzajTblee1KwB3c4+lKT82BkZqEt8xUnpXOaFW5kfYQwDY7iqEEH2zUbeAHmSQLxVi5kww5I9xWl4MsvtevecyjbbrvPue1VTV5Imo+WDZ6XEgiiSMdFAAp56GgCjsa9I8oWiiigApD0paQ9KAPOviRblbzTrkZ5V0P6Ef1rBsnLKAOvrXWfEmB30S3uEz+5nGQPQgj/CuM02UlcAdBnPrXDXXvHoYd3gb8eFx6US42kjPTFRx7s9OcZpJmyrAmsUzZox9RPyE9jzXm3i2bLbQepxXomptiI4zivMPEz7rxF966cOryRhXdoszbcYQVY6DFRQgBBk/jUh/TtnvXtI8mQoyT7Uoz2xTAee9LnJ4pkjTnJ4pB0p27AwvPrScZoGA60hPpSjGDgUmeKAE/GlHSk5pc8daAHYx3pMk0A0poAQ5pQcUgzk+lLx2oAUNQTxSBqODQITmlJ9BSE+1IeTwaB2ENLnIpDz3oPC0ARP1oAOaCcnpSjAqShrdRXTaMd2mR8dGYfrXMt96ul0LP9mr3/et/SuLG/wAM9vIn/tNvI11bCY9Tiuq0iMG0j44xmuVQgbR7k/rXZaNzZxH6ivN+yjsx8ubESNKNcHrkCh1PzHOCKASNw6d+ajLcEHn61LOQqXEjFcMDuHcVmS4aQAHLe1XrluTgfgTWTdHbDJIMKQPXv0/rQjWlBzmorqZc8nmzu5GMngZ6DpURpSDk03H0qD7OnFRiooB/nmngjFN2ijv70FD884ozikB4pCTQMCSabikP1o/GgA4pOKXGaNooENI9KTB9acRTelABUUp6CpScCoJWzQS9hONvWu4+FWf+Eql9BanP/fVcMMBeld18KSn/AAktwC2HNt8o/wCBc/0rSj8aPNzX/dZ+h0nxNly2mwf7Tv8ApisLS8RkgemK1PiJIJNesIgfuQsSPqay9MySTjjFXXfvnzVBWoo1i4Kbe45qpMcnOeMcGrDcc/rVG6ZhuC9u1YlJamfcOwLdSP4hXd+ALNotJmu2H+vf5eMfKK4BfMu7pLePl5WCr7HpXsunWa2GnwWq9IkC/jXVh463OTFT0US2KD0paD0rrOEKKKKACiiigDn/ABlb+f4UvxnGxBJn/dIP9K8qsJFRhySMivZ9Wh+1aTdwbd3mQuoHqcV4hYttZeASOK5MQtjtwr0aOrtmJRiev1qKZ8Y9utOszuQZA96ZPgrnbwc4Nch1GPqbg27c15Vrj+ZrDL/c/rXpeqPtB7CvLL1i+rXB6/Niu/CRvI48U7RsKOFFPVqjPK5pATXrI81kvU8Ucg00daU56UxASBSZoJ47UwE0AOpO1JRQA7kH2pc4pnNOFACjrmlpB9KXrQAvY5FNGaXk009M0gA5zS4wKbmgnPQUFCk88UfhSY57Uo9KBBSOTinduajagBoGRSd6f26Uz1NIpCHqa6jQhjS195G/pXLg/L7102jN/wAS4KP4XP6iuLGfwz2ckdsSvQ2rdd04GM8V2OmfLbKntmuUsFPmse4wB+VdZpwzbgj1wPpXms6MQ+atJ+ZfZxjeOw5qnKRztOD61YGBn0IrPuZNgORx2x6VBmkU55WXp09etZd9J+5SIAbi28/ToP61ekkDsV2jOemeCKxLiXzJ2OcjOB9Kb0R6eWUeerzdhh9/zpPoaOKOKg+lF5o59KOKXigBR05ppOe9GcA0nHpQAY96Bmlz7UZpAL+NJS54pARTAXFRtxmpe1RN1IoAYTUEnJqWRsDioo1JbNBDJAAEya6j4aTbPHEPOA1vIPryK5aQgLgVt+ALqO28c2nmdHVol9mIz/StKWkkcOZLmw0kux03jKbz/Glwqt/qokU+3FLpw+Rh0HSsu6uDfa5qF31Etw20+wOBWxbLtjDDtwaKjvJs+biuWmkWS/7s54IP6VlXTFgxH3l/lVy4fhgTgHjNZNxL8hbOG5/yahAbngux/tDXlnIylqN5yO/Qf1r1IdK5fwNpwtNCW4ZCstyfMOfTt+ldSK9ClG0UeTWlzTYtB6UUHpWpkFFFFABRRRQAxwGQqeh4rwq7hFjrd1a9PJmZAB6AnH9K93PSvGPF8ItfGd6FHDsr/UlQf51hXXunThn71jRs3AjBxxim3LdF7Y4qG2k/clmIGeOKdcE8AjGFrgO9nPaw/wC6c/lXl0g/02Vj3YkfnXpOsuRE+T2NefXcYSVT6qK9PArVs4MY9kQ9s0mQTxTd3Wgewr0jzyUHikLYGMU0ZHWlBpiFIJ7UUm6jdk+lAC/jSZ5o455pMjFADsCim55pc4oGOB9qUA03NG4igQpNNzQSMUnSkMXHtThimhqM0AP49KAfakB96M4piFPAqE1K3SojSY0BNRtxxTz0qMncallC9Aa6bRCGt5Y8fdkXP/fNcwe31roNEl2y3Y9FVh744/rXNiVemz0ctqqnXTZ1mmjed3uWrrLQCO3TPQEH881zmlwbUiU+2a6WEbVUN2JBryZM7W7tskmYDvjPNZV0xC7h0PH0q5cycc8gGsyeVkU85HT6VAFKeRYYnlG3oVUZzkkdax8YUAAelXdQlyUhAGE+Yn3PaqeB1Ipyep9NltH2dG73YAUYNGacBUHoidKQ59aUj1pBTAbg4pfxpxHtTQBmgAFLzRijbmkAClwKMYFJk+lMBTxTH45pT1pjHI6UAQOfmpw4FIwweKaW96CRGOSaZZXMlnqkFxFzJHIGX64xRI2FxUunRCW+XPOBmmnY5MU0oM6uwQhFPctk10DRtFAGHTjdVCwtxJ8hGMDcD6VqsCbeQH0/Wjc+ZqS1M24kJi+UjI55qDSLKTV9Ut7VQSJGDP8A7KjrUc8o2s3XAwRXa+ANL2QT6i4GZD5cZ9h1/X+Va0oXZhWqckDtIo0hiSONdqqAoA7CpRSDpS16B5IUHpRQelABRRRQAUUUUAIa8t+JFoYddtroDiWDB+qn/AivUjXFfEa0WTRYLv8Ajt5cD6N/+oVnUV4s1ou00chpg8wpuI244GKuXkZ2En/9VU9HO1BI2AT0NaNz80RJzXndT0jitdOY3A54OK4bUeJYwR/yzHFeiGz+3atZWhXcs1wiMCcZBbBGa4DxCiw67dwRkFIpnjU57BjXq4FaM87GvVGX3pRSE80fWu44xxpOaC3pTc0CHZNGeeaM0vvTGJ0HWlFJjPeloEGMmlANJz3PFOzQAhFGDSjpRmgBMUvHekooAUqKABQRzSYoAdij60gJoJoAUng1Eadng000DGtyODTeKWmmpYwzgj61t+Hw0l62DgHg/nWASAQa7PwjZ/uvNYfeOa5sRK0Gb4eN6iO106Isy4Hr+laryAHnrmotNg2ZGOucGn32EkViCM9a8dnrIqXkg5xWdNIpjMjA4QZbHpU9wS6gd81l30pVVjUHL/M307U9jqwtH21VRRQlZpZGdjlmJJpOQKduAH3DQGX0NQfXRjZJCfjTgaX5f8ij5fWgdhGBpoBHOKeCF70d6AGnnpSc0/A6Yo2D1oCwwc0Z96eEGO1G3HagLDOelGe2KcRim4z3oCw0mmGpdvWojxQKxGwNRng1MTULn5qCSvcNwBmtbw5A1xdkqOcAZrEmb5vpXe+FrEW1oG5LSDOTTPKx9S0bHQW0SwrtUfMByabJOQhB4yKtYCR5PXHPvWRfN+8POAc0zwXqUUia6uUijHzzOEUe5PSvZNOsk0/T4LSIfLEgX6+przvwXZC78QLKyfJboXP1zgf59q9QFdlCOlzzsVK8uUAKWiiug5QoPSig9KACiiigAooooAQ1y/j6LzPCVy2cGN0f6/MBj9a6iuc8c/8AIn330X/0IVMtiofEjzrTXyijsK2JkJUkkY25rF0wbUXjrW9sEsGQfmrzXueqctaTw2niW2uJ5AkME4kLN2x0P515VeytNeTSvyXdmP4k16Vr0Wy7lVxw6nt1FeYXOVdsnqc5PavUwfws83GL3kNNJQvI9aXGa7jksJ+NHNLjHUilxxQAmacrDPNMIpMfWgB+eaXdzimDrRn0ouIkB5xinA88iogec08dKYD88UdqQYp3tTEJjmkI96ceDSH6UhiZpKODRigBRQaQUp6UAMNMOad9abmkxiE0xjTyTUTntUsYzqQPevVfClg32CIheMZNeb6RYvqOqQW6DILDcewFe5adapb2yQxrtAQYrz8XP7J34SO7LCKsKqnHC/rVLU5F8pTng9PrV2YeXGG44GKx7mQyAIDjB71553WKbKWYZHYnqOlYsxvZZ3drXGT/AM9BXQ28QKs5HDHb/jUzQIV5XvXo0MNGULyOR5jVw1R+zZyhW6UZNvj/ALaCmh5f+eBP0cV1M8EbIFKjFc/e2zWk2+Jsp6Vt9SpMtcQYtdUVfPIPMLj8R/jThMGYL5cgPuv/ANerK/Z7uM8qsg7HvUJjlhYqwP4/0oeAp9y48SYpbpEcl1DEdspKH/aU0qXFtIQI5kJJxwe9RXLkjksMHHWpNNdftEYPH71azll66M6YcT1esESZU87gAPekOz++M/WpkuY2iniVlJZmIOODx/jWHJdSXF+sSqNowNqjvUf2f5nQuJ3fWBrgLzg5I7A80be+azlKMCq26rzkjFPDqWEbeWh9AOaX1B2vcv8A1njezgXipB7/AJUhU+uPrT5tIhkiRjNOhC5+Ryufyq5baXbxW/7wSMR3LkmoeAn3NFxNQ6xZmsGC8tzUe0n+IVrf2ZBMWIEqgccORmpP7CtGYcPyO8hNL6jLuJ8S0f5WYZjPJLY/Cq0zxxKS0ij6kCupXw3p+8FoVK9+TWNc6PZx3syx2ZkPBCogGfaq+pNbsylxInpGBR0SyGr6lsUhoY/nlKnjHYfU16na2ywxAYKgdqzfDmmLp8APlqryHc6jt6CtedepJbjvXLNJOyM6uJnXs5KxHLKQCR07VkXwG5eetWpZsEAnrVC6ffdFR/cwB71KVzGWiO/8BWRi0qa7YYaeTA/3VGB+ua64VR0q0FlpVrbKMbIwCPfHP61eFejFWSR405c0mxaKKKokKD0ooPSgAooooAKKKKAErnvHB/4pG+z6L/6EK6Gs7W7I3+iXtqPvSRMF+vUfrUy2Ki7NHldiNiEt2HFbFmQxIyNuKwIJSJVQnnbgit6xUeUuPrXmvRnr7oxvFNpvsluFTc0R+b3XvXnHiTw79j1Sf7DuktmO6HcedpAYD8M17PPHHcQvE4BDLjFcBqWnNbuYiSQpwhb07f0rtwlSz5ThxcG483Y81aCSPIeN1PuDTeM438/Wu7KFGzs4PBzzWqljY3kSrJp0DED+7yfxFemrnmOZ5jtbs36Uux8V6PN4S0mbOLUwt6qxFUW8E2uWCSzg+xFVcXMjhsMOopcY/hrsW8Ervwt5KOP4kBqtL4QeNyDecZ/550BzI5fI/u0fLnoa6QeErhz8l7C31U1VuPDd5b874XHsSKYcyMYBDSkL2NXxo94c/u0JH+2Khk0+5hbDQNn25oHcqhT1p3OBxTvIk4/dSc/7JpGideGjdT05B4ouMDk9BTTmm5A6kil49aAFwQKM8UYJHBNIQRnJoAU0wmgkg00jnrzSuMCcUzANPxxnNN4PQ5+lIYjYx1qB+vWrJtp3UFYZGGccIa09E8N3WoatBFcwPHb7t0hYY4rOclFXKguZ2Om8BaG6wm/cYabiMEdF9T9a9KjXykUkdsYqG2tI7KFRGmQANoHYU4zknBGOe9ePUm5O57FOnyxsiO5cH6GsJnyz7vu8mtWaTaJHB6VmQRiaeJMHDtk/TrUwXM7FTfKmy9HD5VvGpHzYyfqaGUqAF59anlJBBHB+lR70JG7ANe3BcsUj52b5pNleUbSCTjrWRdqJUcrz7Vq3IlcbUIPHSsq4YxblkQgY+8BWqIZlbCjkjOfcdKmE3IEo3EDAOeaSdmgb5jvjYZBpxlikjBzg44yOaoRn3r5Vwp+Uk9etVrSYrqVmDwQ4LHtwM/pip7kDZuAzznGabYnbeMyoGfY2wk/dbaefypSdkVHVlCS9ZC2JSZSAS2McY5wKfpj+UsswUM+CqqeoOetR3tqwvndSiqwwfn3cgY/Or1hCkcYdwQi/MCRy3/1qhSujXltqQzFoug/eE461b0y0+0T4bnnlu5rPkmEl6xbJxzkdM11Hh+2XYxx6Zp7aEN3Lf2V1+626rK5KHK5PcVZkVYx97GKh+0RKCN27t9aCR69xtx3wKedgHOAaqpM8rNtBAxxUkj4UjqT61I0STy7UGwjNSWVgPMaZ13Svg4P8PvTbC13kSPk962UVY+Oc9c15uIrtvliezhMMoLnluPRQnsadNP8Au8Goy5Y4qvOxCn0rhud5Qu22S8cgVoeGdIfWdcErL/o0G15Pc9hWZMAQcnk969E8E2ItdBEhHzzuXJ9ugrajG8jmxM3GJ0wpaQdKWu48wKKKKACg9KKD0oAKzr7WtL0yeGC/1G0tZpziKOeZUaQ9PlBPNfGP/Cd+MP8Aoa9c/wDBjN/8VUI8X+JhdPdDxFq4uHQRtL9tk3soJIUndkjJJx70AfauralFpGl3GoTK7xQJvKx43N6AZIGfqazH8Ty21jNd6loeoWG1kjijkeGR55GOFRBHI3JJA5x1r4+uPGPii7t3gufEmsTQuMNHJfSsrfUFsVXTxJrse7y9a1Fd0vnNtunGZM53nn72e/WgD7Ql8Qx2ekPqGpWV1ZbDjyGCyyMewHllgSfTNR3/AIh+yrYxRaZe3F1ewtMltHsVo0ULuLs7BRjeo69+M18b2nivxFYWv2az1/VLe35/dQ3kiJz14BxS3Pi3xJe272914h1aeB12NFLeyMrL6EE4I9qAPcCt3HfTCKwlkhVBKZjLEkaxsTtJkdwpzg9Ca2obq6tpni/sy4McW0STtJFHGpYZABdxu/4Dmvmu41rVbu3jt7nU72aCPaEjknZlXbwMAnAx2p9zr+s3jRNdavfztEwaMy3LsUI6EZPBrndCLZ1LFNI+mEu57jUJreCxnZIJvIlnLIiLLgHYAzBmbkfdB60mo2Md5aupA3HofQ182HxPr5znXNT5cyH/AEuT7xxluvXgc+1OPirxExJOvaoSSSSbyTn9aPYW+EFiLq0ketzpJaztBOuCCMN7ZrasmjMiKFGCOQK8Ek1/WZmDS6tfuR0LXLn+tC6/rKnK6tfg+1y/+NdkajSszinBN3R9HTRArtyF71XRNrYPGetfPh8S68eut6kf+3p/8aQ+I9cPXWdRP/b0/wDjVqsuxm6L7n0K7KhJJ7VnzXNvtwx/I14R/wAJBrX/AEF7/wD8CX/xpp1vVmGDql6frcP/AI01WXYXsX3PbLgJ1jIxjsf85qMXBkj2ygFf73evFhrWqjpqd4P+27f40HWtVPXU7w/9t2/xp+3XYHQfc9hktV83KE7c5yKz7tCq7s5IOcE+leXjXNWHTVL0f9vD/wCNeh2sjz6NZyS7pJXt0y7cknaOSa0hUUyJ03Eu205jmhUMSJJEAOeM7hn+dTy6gVv5ctGRnLbTkYHvWfbxvPf2sabhtlRmwuQADkn1x681TvpJEujCQiK4yQAQo75Gf6mm7XsCTtcWVF1HUhHCoILYAx1qzJawJNgKGQYz8o9P/r1W04He8hGeMFwcFfxq1eMLKHEjbnKbjnrk84+tD3HsmI8dmjCCK2jmuG4VdvC+59qsHQYJrcQtAUlJy8qjGB6CrnhnSm8p7ycYll43EcgV0ixBSDjgc4Hejcm7RkQ+HdIWBFNkpbAyzE5/nUkfhvSCRiyjb8T/AI1srEpbJQKSOmaazKCBxxUtILsz4/DulryLKAn3XNXYbG0gUlLWBAO4jHP6VMMbQfuj2qCS5bJjUFm6CpbS3KipSdkV9QQ3USQRKT8w+VeMfjWho+mRWiMyqC78s3P9TTrSzKn5s5b7xHatYIkY+WvMr13LRbHr4bDKCu9ydUDR/exj0qhcts3Ent1NTmQ44PNULqTehTnPrXKztWhSmkY2UmDzjpTtPyHeXqoGxSP1/SqsoZlMYzlht+me9XIiF2LG37tR8v8Aj+NdOGp3lc48ZVtHl7mgTkAg/QVWnDBlcBcg+lDTlXXPWpHnVk5HSvTR4zK32hycuF6elZeq30tm8UyEMkjbChHy5rVmaGThWwfXFZtzbreW8lrKwZT0KnBGOhHvVpiaIZ7eCePlvLIJIHsazJLZ0YLvUgHucVRv/wC17VyzzxTKpzjZt3VFZaol18pJSQfeRuuatSQuUtzQIEB5J78f1qtbyeTd4ZQWZJApPT7pq/t3RjH096wNSvmsmUBWY5IO0ZI4OTRP4Rw3LczbGBBXzF3AjAIPP+eKT7R5qgSZ4GAO2ayn16wdjiRyxJb7hyBmr0FxDPAzKHBA/iUjr0qY2sVK99R+mR+ewY98lq6vTp/IPABXHIB5IrH06wQjerFAemOQa1YrKRccdD1HpQS2jSN1E4+aI5+tRwNEHyYCp5wc06KHywOf0p8gUsSePcCk7grDDeRQj3xUNu019cAKMLnJPoKd5S5OWDACtLSogWkKjHRawrz5YHVhaanUVzQtY9qbQ3AHappCBwOSRQY/KAwPrVYyB7hUVgeMsfQV5Fmz39CzgbT6iq0pypGKuldvuMdapzgEnmlYRnykfN/sgkV6t4eyPD9jkf8ALEGvJpkbY7dsHkV67oi7NEslP/PFf5V04fc4cY9jRooorqOEKKKKACg9KKD0oA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9R0359DsRtYkW8Zz/wEV5dXrmkoDoen4wP9Fi7ewrehuzGtshtkGa+j27ud+cHHAU8VDewwyToQrHYdg3ScYA4B9PwyakQGLUIVU8SGQH/vhqS5jVZWhwCAxIPcVcleZMXaI62VLcCRwrFThUC9KzJWfUtSbGdkbY+r+v4VZUFPusRg8U7TYhHKRuJzlvxq3GxHNfU63SZEhtVhZgCvAzWx5ibNqFTj3rnIQygfNnt0rQht9wHzkZoZKJysryEcBSfxqRYVV8gH15qL7N5U2Vds5qKd5EX5Xxz6Umx2LE9wke4AipdOgEjec3f7tULKzF3dBZXJDHniultbZANo4A46VwYqr9k9PBUL++KPkIx09fWjdnualuIdoADfpSrBx97t6V599D07WIXwRkGs+T7xNaLw4z836VRnjxn5v0pFFCUgSDPBIJH1p0LZIA4pZYd0yEt0B7e1SCAAAg44HavSwvwHjY3+ISyJvUELkimCQP8AIyEE1KkZ+U7+/pTZYNq7w/IOeldaRxXKrlYwSM5qnLKudyxjI7nrWk8XmRnJxn2qg9ou5wWyAPSqsK5n3bJcRbXC/SsK60pJFLkkOv3JB1FbUiqoKlcj3qOQZiCjAH0q0Tsc99rv4QIjGXkHAcdD+FUJRIrySykh8YyeSRXRywKJlXPFYFwpOqyIzbgq5HFDQ0yGx01TI00qqD6mtWIG4lG0FbUEcd39z7VDHHuG0scHAP8AOtfTIVZdp6dMU1G2wnK5eghaNVMZypHStmzPABwD3zWfCvlFVByCcVqRxja1DJROw+UcY4qqUJQ5Y881bRSy4Jz26U1rQcHefyrNstFWSEoCd5I9K2NMTyoE44xkn3qhdW+1QFcjJxnFXlDRWw2v/CO1efipXaievgKfuuRkeK/EY06IJEN0z8IBVXQPEen3PlW6yN9pPBRx8xP+ArKKi41We7mAcoxRUPQAVreH9GtX137cq7JAhGAOOcc/pUumlTubKrJ1bdDs/KYwB8/hWfM3lnr94VvTR7bfII6elc/egkIM9/SuVnWtSlISxwPTFew2KbLC3X0iUfpXlItwtxEM5yR29xXrqKERVHQCuih1Z5+L3SH0UUV0nGFFFFABQelFHagD/9k=", "path": "002859.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002860
Men Tshirts
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", "path": "002860.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002861
Men Tshirts
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", "path": "002861.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002862
Men Tshirts
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", "path": "002862.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002863
Men Tshirts
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", "path": "002863.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002864
Men Tshirts
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", "path": "002864.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002865
Men Tshirts
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", "path": "002865.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002866
Men Tshirts
{ "bytes": 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", "path": "002866.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002867
Men Tshirts
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", "path": "002867.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002868
Men Tshirts
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", "path": "002868.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002869
Men Tshirts
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", "path": "002869.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002870
Men Tshirts
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", "path": "002870.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002871
Men Tshirts
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", "path": "002871.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002872
Men Tshirts
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", "path": "002872.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002873
Men Tshirts
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"path": "002873.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002874
Men Tshirts
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", "path": "002874.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002875
Men Tshirts
{ "bytes": 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", "path": "002875.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002876
Men Tshirts
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", "path": "002876.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002877
Men Tshirts
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", "path": "002877.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002878
Men Tshirts
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", "path": "002878.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002879
Men Tshirts
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", "path": "002879.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002880
Men Tshirts
{ "bytes": 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", "path": "002880.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002881
Men Tshirts
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", "path": "002881.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002882
Men Tshirts
{ "bytes": 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", "path": "002882.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002883
Men Tshirts
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", "path": "002883.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002884
Men Tshirts
{ "bytes": 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", "path": "002884.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002885
Men Tshirts
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", "path": "002885.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002886
Men Tshirts
{ "bytes": 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", "path": "002886.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002887
Men Tshirts
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1ViOeM8VaTHTNMzZJuKDJOF65PauRW4/4SnxTFECTp9i25j2ZqteKNWa1tDaW+Wubg+XEB1BPer2gafDoemJFIyiZ/mlYdzVOcae5MYuWiOwgcDAGFQDA+lU9Q1NYVaKEkue9ZNzqbPiKHhR3qnuYEknOa8nFY3TlgdlHDa3kTb+ScZJpy5YgAdTUK7nOAMVoW8BRQW614tm3dno3srIfFEsa4HU9afRnNFaIgKPrRS4rRAIAB0p6/do2A0h+XgU7g0EkSy4DqG+tUJtLUtujOPar+4mlIBGDXRTxVSnszCdCE9zAljkibDIceuOKiYEnOK6QgMMMMiqktjA2Qp2Oegr18NmiatM86tgXH4DEoqzLYXMT/wCqLAd6rdiCCGHY16cK8Zq6ZwTpyhuFFFFbJmdrhRRRQMaWAPSmUr9aQUAFFFFABRRSNwKBWZ5YPEFt2sY6adfg/wCfGOsryxR5YNJsZpjxAgPFglO/4SN1/wCXKH8qyxBk5xxT/KHpSUgNEeInRgws4vyp58VXGeLWID6VmeUMdKPLHpVAaf8AwlNzj/j2j/75pP8AhJ7on/URj/gNZvk/SjyPYUAaLeJL4n5Y4h9Vpv8Awkd/3SL/AL5qgIfYUeT64oAv/wDCQ3h7J+VRya/eMuGVCpBzx0qskOW6Vu+GfDE/iPWUs0UiJcNM3YL6VE58iuXCPM7FrwtfTaZpd9d6dZu2osvE+MBU74r0rR77Q/iN4cGmaisaaigGQ/ByO+a1p9MtLSzjtIIFjjjTYoUAce/rXneu+HLrT786lpTmGZDuG0449/Ws6dbmepc6XKamjTeIfAPiGPRpoJb3Tbh8RtyR14rq9b0yTWtPv7LRZ4YJpMm4Kn7/ALGotO8RzT6Jp51toYLu5XYm7qT6+1clrXh7xL4N1N9Y0m5e6tpW3yc5z9a1bTMVdHLDUta8LXjWl7FIm3gbskEeoNdjpusvdwowKkkZODVrT/FXh3xva/YdZhWG7HA38c/U1h3vgXUPD2pQXOl3xms2k5Q/wis5U1ubwrO9jqFuGK5PSmTz7UVwSee1YNv4xs5tRks54WjbdtXIPzVrrbyTNw2I+uDXHWqxpayO2nGU9iaPU9oyT096eNYDAkH9aqmzt0b5ssPT1pBDGuSiYFcjzCmtjo+ruxc/tTHIPFRtqJbIqjIVAOBiqxkIbINYvMG9hewtuaLXT7SdtUnvZ+VBOPrT1lLqRUDIck4rOWMmzRUlYhcvInzNkk+tVJbDzsnAD+tXBjzDkdKnCF+lZPETB00c5PZNGDuXJ9hWbc2YmjKn768qTXaG3wMEA1QmsbacEKDGw71rDE67mUqTZzemNJjKZyh+celdFE77MsAR1rHkhfSb8XJ+aCT5Xx3roEUCPlTggEH1FaV39pbFU420ZJDIir93B+taEF3GBySKzPLB5XBp6Ie+Aa5fbNdTblN6HUIh71O2sW8du0j8IoJJ9MVz6IVBw/OOmax9Ske+u49KgkIGQZiOgrWlOpKV3sTKMUXdPnbVtVk1eUERqStuv9a6BpjJjf8AP9TVSGK3t0SKMKqoAABVmOJpHxGpPuRXNiazlPfQ1p00tScOSoAHHpT4VaQ/LzT4bVRgzN0/hq6HUABQFTHSuKTsdCjcIIVhIGd56kmp2f34qvuHrSjpU84cpOJQKcr7qr05WC0cw7FjI9aMj1qDeKXcKuLJasT7qTNMBHel3iquSOpy8nmo949Kfx6U+YLD8j1pjct1zSUelHMHKPZmCcE1RvdP8+EXEI/eDqKuuwVee9Sxt0A6V0YevOMtzCtQjNHK4IyvcdaK1tWsQo+0QjAJ+YCsk8Hg5HrX1eGqqpTv1PBr03TlYKCaCQKYT6VuZCMQTSCiigGwooooAKRvu0p4FMLZFAzyHaKVYwak2inAAUWENCACl2j0paKLIBNo9KTYKdRQA3YKTZ70+igBmz3pdnvTqPcihgEaMZAEG5yQFA9a9x8IaKNA0aNJVH2mbDysOv0rgvh3oiX+vfa5VBgtMHnuTXrjgSSEDBAJrzcRV55cqOzDx5feZE+HJzzVaeySfJK84xitERKo6UuxfStIqyLlruedeJ/CVzqW2WGVw8A+QZ6fSsnRPH+q+HnOna5C01mOA7DLKK9ZeJcE7a5PxB4Zh1KB28tTIOjY5NaRnYynHTQw9X8PeHfF0R1DRrqO3uAu5gpxk1nwXuseFNLtpLlJ78mTaQwyoX1BqKHwlLpryXlrE/2hc7IRwufX3rV0DX9Xu4J9P1azXy4vlDkYwaVbEKEHIilQcpItStY6jJBqf9mpDPjPzDmrsMwAz68YqjdDYPkGAOgFEEvyjdmvma1d1nd7HuUoezWhckPzdBzUDfdqy6hogw61VbgYrmVjdq5VlGDjJ5quwwCKvGPzDmq0tuwfjpW0bPcyZBGxVgM9a0kUbQPWs8pskzV2B9wFOfkJCTW4HIquN0ZBHNam3K81C0AIzxWSkyrFYvvTkYOadGsTnkUPDhTUCny35qvQYzUtOW5tZI4wc4qv4YmkeN7OeT99Adqh+61tQyKyEdQa5zVN+la7BqSj92Ttk44ArsoT54umzGaadzqDaZHMMbn2pv2KMnmAj6GpVmLBWRlKMAyle4pst0sCM7uMKNzZ9K4pQlz8pvolzMy9Xe302zeTy38w/LGAeSxp2gaEsNkZ7i3ZrqY5dmPaq2nSNrmpm+mB+yQNiJD/ABH1rqlmzhc8DpXRWm6VPk6ijH2krkEdp5bjZEij161ZMbfxMcei8UGRScnrRuLc5rzW2zoshVxnAFP7VEOD1pSx9aQ0rElO347UwHI96XFSwJFbJxS4pife6U80wCiiimnYHqO3U4Hd2pqjJp/TpVXYrIBT9/tTKBg96pMzaHb/AGp2c0zj1pA2DxRcNRzndhenNTqR2NU2Yl+vSlWRg3WqU0mJovjEkbI/KniuZuYfs07xnsePpXQozEYzVDXIA8aTgYx8pr2Mtr2nZ7HBjqN43MQtntSUdqK+lPECiiigTCiiigEB+7UVKTyaSkM8qooooAKKKUDNACUU7aaApoATB9KNp9Kk5ooAaox1o9hjPUU49q1fDGkNrWu21qeUDb3PYKO1Z1ZcsSoK7seq+DtL/svwxAroPOnPmufr0rfTO7P51EgBYRIMKmFUdgAKnAwMVwU6evMzs8iUGpcDFQr92pC429K2ASQjHvVOQEip2cY6VC7cGhAZ8xKKWzjHNYcr75CcAZPOK1tSl2xcGsgrvG4HFeNmNVr3Ud2Gh1Ksozkn8KqgkSjnirco4qk5wc1561VjrNWEhwBnikki289jVO1k5xWjGwkQq1ZtOL1KTK+KjZSSamZCCTTfwppsGjPkQl6WByjYqzMowWqlkmTitERY1kfKin+X3qlC7ACrqyZHSsZbmi2GsgIwRVSe3JzgVpKN3ah0HQCpUu4mY8bmE5xxRfwx31q0b8gjp71amt881DzCeRk1vSqcsromcboztA1CS0b+yruIlkb93IPT0pmoLfaxqDWUaeTaqf3jf3hU940cTRzlCZM9B2rorPbcW6yJEAWHNejUfJD2iRyxk5z5WVbS2itbZYIU2oo4+tW1BBzUvlYHC4xSFcd68epUc3dnfGPLohoFPWmhTTxxWRoLT1HPNIF96kUE8UACg08ChVx70tABRRRQAUCnBc96Xbz1pACgjJp1IzY7UgcY6VorABYAe9MzQeTRUthYM1Iv3Sajpkz7YTtPJ4pXYWGlwTwaVOScdar7gDg1LGQGNAWLkLDIyeRU00YntZIyeWGRVRHGRxVyJxnpXTh6jjJWObERvFo5eRBGxXPQ4NNq3qcfl6g4A4YZqpX2lCp7SmmfM1FyzaCiiitiGwpKCcdqTcKQIYepooPWigo8qooooAKVTzSUUAS0VHuI70bjQBJR0pgY5px5NPpcLXJ7S3ku7uO1jHzykAH0r2nRtHsdGsIktIgkjD94/wDET3rhfBOissTapcrgkYiH9a721uR90nvXz+Lx/wC+5U9D1sNhf3fM0asQAbFS1WRiPm6ipo3DV20qvPHQynFxepMvSlb7ppqkbetMduOtaECNwKryvhcetSMTtqrK5VT3Pah7DSMPVbged5QPIGcVUhlyMA1lXmof8VRMH+442qK0IiFA5rwsa7zPRoaIlmQEZNZ8iDditH7ynmqsi9wOa5Y6M3ZVBKtkHFaMEmV4Oaz8EscgVPbsVGT60T1FFmpnKdKruNhxU0bbl5p0kW5cisIuz1NCo+NvJqs6KORWh5J78UhtwByK0c10E0U0GG4q5F3zUZhw2RUgO2ocrjRbjQbacYwTzVaOYhuelWhKCBxWLQxhg3dKp3cSwRtI/GBmtIHPIzWPr6u1owXJ+la0NZpMVW6jdHL6k1xcOghLeY5+QL/WupsornTLGNzdmTaMujdjWFbXQ8qYKVEuBszwRUN3d6s0UEMjJGHOcBuTX1roQlR5WfP+2kql0d3DOtxErgYBFKFAqnpaFLCLzGySM4q9ketfI4iPLUaWx9FSlzRTEK59KTYM07NFYmgdKcnrUZVzKhDgIM7l25Lccc9qmCgU+gCiiiikA/aCKNgpFNOzQAuMUhOAMZprHBpuTTAC+fXNA6UUUgCiimtnHFDAdmqV6/7xV6YFWlY4wazBJ5t7I5+6DgE1SV1cTdi3GisdxNKX2vgGoHm2dDRGd5DGm1ZAmXk5GasQvg89KqAnFWoDkZNKlLUmUeYq67DkxzKOMYrH74rpL+PztPkX+7zn0rmyOc+1fYZbU5qSR85jafLUCiikPFekcew1jTaM0UigoxRQTgUBY8qooopJgFFFFMAooooAAQGFbPh/SX1fU0gA/dg5duwrGVC7hVXcScADrmvWfC+jDRdLVSo+0S/M5P8AKvPzDFKjT31OvCUXUkbCxxQ26RQgLGowABVdyY+RVs/d4GPaqkvAr5Byc5OR9E1ypJFmLUCqgHpWhBdxSDAIBrnycLyM1GWZSSrYropYidPYxqU4zOtLEAYII9qdvUjqc1y0Oo3EPG/Iq9b625OHQGvQpZjpaRyywl9jYOMHms+8kMURYdcHApRqqNxsAqGWaCcKz5BU9BVzzGLjYlYRpnm99Ky3sc7jEiyfMDW9AxcDnI61meJ1hkvXRVIYDKkd6n0uTNtCxbJ2c1lUtOHMXG8ZWNlT8tJIPlpEbOM96lYEjA6VxN2Oq2hQ2ncacgKA8CpjEc9Kjk+XIoTItqXLV91aKcgCsW2kAYDpWrDMMgVzzVjWGrJpI/SoHVuKtnlaiZdwHtWak0achX8vNRmMA1bCUbB3HNPmbBwKJWpFJAxU7Rr6U0oO2KvoRsPhdgOlRXURnUoOM9TShyhwelSxHLZqW+Vpope8mjmrvT4JLeSVf3c8Z2bgODRp1lC0H2oktPG2Bu5Fauo2rRK8igtG/oO9Z+n39javJFcXCRZIO2Q4r6ujiYyo6PWx4FXDSjV1N1Adq7vvY7cVKCNuOetUW8Q6KhO6/iA9jUD+KNDX/mIR/ka8CrQqTk2kexTq04xSubKU6sRfFWiD/mIR/kaePFWiEZ/tGL9ay+p1exoq8O5sjrUgrGi8SaO541CH86tLrWmNjbqFvz/t1Lw1RdCvbUy/RVVdQtHYBbuA/RxUySof4lI9QwNQ6M10BVYPqPNORsCmjnkfzpQOhORU+zl1Rd09mBPNFBHPHIpDxS5X2C6FopoYHvTsg0hhTGYDigsRwKgkY560mFxJZNsUsgOAq8VlQzERqSOT81WNVlCWaqOrnFUVbgKvYYreEfdMZS1sWEZnPzVdj+6KpRcirW7anPGKJK6sCbLLvgACrtufkBb0rMiBcgjkVpIdqgY7VjFWZqrlv5ZYnTn5hgVyzrh3H91yv5V1Fu2WXtiufv0MV7KuOC2a+iyeqruLPHzGDWpW4FNZhS5wKjPWvoWeO0FFFFIdgpG6UpJAqMsTxQTdnl1FFFZlBRRRRdgFPgglupxBBGzyt91VHWmHAGSeld/8ObGEfaNQZN0udkZ9KwxVf2MOY6MPS9pOwzw34MurS/F5qSBQgyiZzzXbenOac4Klg3Dd+etQkgc5r5DFYueIl7x9DRoRpLQexxxmq8vPFOY+hpp5FYxNZbFd8kYx0pmwkVMehoAqyCMQ1OkWOaVeKlyMdaTZokgCheoH5VBdypBA0shCxoMk4qxjPSsvU5GYLGkYkU/eU96dNJyVyJ2toc7qTfa0+0wsssfPK9R9ar6JcYjaPrtYin3lmbJGubNti/8ALSA9PwrM0m7R7qdYxgEbsele0op0/dOCT947OFt4Wr6DKDisqyffitlACteTV0OyGqIpVAXpWdN96tOfoazpBzU0ncbRHHw4NXYZArYz3qiQeoqWE7Rk1pNaEJ6m8nK9aUqBxVOCf5utXt+5BwK5uXU3TI2BHGaaOvr+FcT461K6stQtvs9w8eUOQrda5yPxVq8fIvZCPfmvUp5XKcFNM5KmMjB2Z6ywzSYHpXmcXjjWI2+/G491rU07xxeXV7DbyW0X71wpI4qZ5bVgmxLGwk7Hb+Tls09F2NxUgAFLgeleY731O2O1xy8j1HpWJqfhTS9VvGuZ438w4+6cCtkAkcUuG6c1cK86esWTKCluc0PA2jD/AJZS/wDfdH/CDaIekcp/4HXS/N3zSVr9erdyfq8Dmj4C0NuqSj/gdNPgLRhxiYD/AH66cnNGT+FH16v3D6vDscp/wgOkf35vzFI3w904gYuJVHvg11nFGM1ax9Vbsn6tA48/Dq23DbqEo/4DULeAJozmDV5B9c/0Ndtgg8U/I71Sx9TuJ4aPQ4VfCOtx8Ra0foGanrpHi62P7rUN4HYvXcUdKf16fVJh9X8zi9/jWHgokg/CkOveJ7cYm0pXA6kCuyJyaSiOMg/igh+xa2Zx6eN7uD/j60aVR6jNTR/EKwHEtrPGfeup2gjBA/EVVms7SQ4ktYXz3ZBV+3w0t4kOFVbMyU8baJNz9qMZ9GWp013TZ8GK/hOfU4pZvDOkTAl7GI57r8tY8/gbSXJKCWL3DZxTUMJLuTz1kXdQvEneLYysi55U5FRQzDcWzzWZJFFpiCyiYuqfxnqc1csITM4xnaKJwhH4SVNt6mxbkhSzCkZ/McJ1JqKWYRgRryenFXNPtgq+awOc9DXJM6IltEMMagVaBwuTVYsXbqeKkkkwuAMVz31Ni7aSB889Kz9cQLNHMPusMVNp5+Y1Lq0QfTyx/hOa9LLZ8tVM4ccrw1Of4PPtUdSbgV/Co6+vvdJnziYUUUmQKoYpxioqU9eKSkT1PL6KKKzKCiijscHpyaBN2LFjaNf3sNqn35WC5r1u3s4dGgS2tgVAxuYdSa5bwHpURhk1SePLZ2xH0rsbpf4v4u9fNZpinKXIj3cBQtHnZZVxcpuzh/51WcjOMYIqqkjRtuBq5HcxXS4Y7X9a8jlPS5rojppanurJnK8eoqHOe1NKwpO4U5KZmnA4ptkklAxnmmBj6U4ZPrWbNIjmmCRsc4wKxW1F9xWSI7c9QK0boN5QXH1qp5Q2kknHoa6KeqMZ7mdeG1vbdot+w9iK460tzp2tsplDo/ANdLrvlx25dVCkdxXBLeltWjy2cN617WDTlTZ51afLI9O07lF9Qa3IuVxXP2Em1FPHNbsMmQK8jERd2juoy0HSISCfSqEqknitVlBQ/Ss6VcSEdqypaGjKxBHWkpzHJ+lNraRBahcZyKvrKdnWsuP7lWEY7cZrOxSOJ+IDh9UtgOojNcju5rpvHT41WEHqIq5bd07V9dgf4KPBxX8VknIOa0tDXdrNn/11FZgYnitXw6N3iCxX1lFPEfw5CofGj2XnOPenbCaYuKmHSviXuz6ZbIaox3p1GKKQCEZpuw570+ikAzYaNhp9FADNhpVBFOooAKjx81KWIpvOc0ASUjDJpA5oLUXAbjFFHWkJwKGAE47UxjmgsTTGbBxjmhAIzEdKgklG1izYCKWNOkcisvWZzFpUqD70nyitqMeaSMZuyMGHdf3LTN0LcfStkXAhi8uNecYzVXT7OVoVWMDoM5FbFtpnl8yAZ966600nZGVOF9SKws9zCWTJNajt5aAA4pjyxwrjgYrNmvQ0oC8881zWbZraxqwEsTzUc8n7zaDUdpMQhNJGfMnJIrKUWmWpGnYgGr86rLZyoepWs+05baOKuI22XDHjpW+HnySRjWjzxscttKMVJpDU16nl3kqgY+Ymoa+0oS5qaZ81UjyyaCo361JTSuTzWxIyig9aMigVzy+kzUdOVgBzUcox2asWVnLqF0ltAMu5/IetU8nOe/Wu+8BacotpdUcfOx8tPYdzXPiqqpU2zehS9pNI6rTdOTS9Jjs1IYp95veppGLpyc05iMbevvUWcAg18ZVnzz5j6OC5Y8pA33ahAwDU5GCfSmPimhksN28XB+ce/apS8ExyDsY+vSqVBosS3YveQwx0YdjTlhXPzNgVnCSWM/K5Ipwu5h1Ib2NLluCdzXiton53VKLeJWJzmsT7cuP3kWCP7tKt5E5ACTH2zxS5DRSJ9TkaLYY1388gVntfw+WRIpT14q7NvbGSMY4A7VTlVWU78EY7itae9jOZi6wNOubOTF4AQOhNeXSBYr8FHDYbrXVeIozc3jJZodvQha5mXTpLdwHHzHnFfSYOChTseLiH7x6VpU++CJiOorprcjAIxXE6HK5tYQe3FdhacquK8bFxtJno4eSaRq/wVQuAOTitCIEriq1ypArzovU7HHQzQOTml2j0pc8mitzIVaduOcCmA+9OUjn3qh3sef8Ajpj/AG6gzx5Qrmgea6Dx0T/b+D/zyWuZ53Zr6zB6UkeFiP4jLQJFbHhfLeJrAf8ATX+lYSsC1b/g8g+KrL0D5/Slif4bJo/Gj2IdPpT1JzUauCB9MH60u4V8RPRn0y2RNmioQwPSnhsUDH0U3eKN4oAdRTd4oLCgAJ4ppzRmkYgUAFFICDRvApWAWik3ijcKLALUZY8jPFBOaY/C0wFyPWmP1zSdaG/1dCAhkI456Vznim9W3S2Qnqc1vzZ7eorgvEkrXPiVoRysQAr0cDR5m2zkxE+VaGnpmszcFFytdAuoOyb34Nc7aQJCgAIFTtO8mUUcVtVpx5rmUKkrF24vDPJgGrNvAAAxGTVeytA2Dg1pEqoC+lczstje7aJAwSPGBVi3UbdwGDVEHLcGtO3+6B2rnqFwVy1Y/wCtNTygCQ4qK1IVyT0qdsM5OeKyi9bmnKjI1eEJMj/31rMHStzVY9+nh8co4A+lYmMV9jllTmpHzmMjaqxrkgcGmZOOtOcU0dK9E47hQelFI33aB2PK6KKKi4yazs5r+8jtrdd0shwPavXdMsP7N0qCzypMYySPWub8A6YsVtNqcq7nY7Is9vWuuY4GAK+czPFc8nBHtYKjyx5hGYg9KYx70Ek0xmI4rxuXud9gLZGKYRmloqkMjIwetJSt1pKuwmriDriplhDDPFRgc1Oh4qWwSsLFbpuyQDVpYlRS2wCmwgdaJ7ldrIOtZ3d7F20KRk+duDjtUZZQjFl/OmvLtzzXMeINWeCLYjEMeK7cPSc3ZHNVqKCLeo6hp9ijOEjEhz06muIup/tMxkZRk9KjkkaVt0jFj70wnAr6TD4b2a948StW5mb2jTYQDpg12NjNnaM9q4TSeQc+tdhprgda8bHRtJno4N+6jqYW+WlkX5Tk5qC2cMBVoDIOR2rxG7M9QyJVCscUxfmqzdQ4BKjmqsRAOD1roi7mL3H7RRtAp9GBWgmec+P1C6wkg6tEK5TcScV2Hj9QdSgJ/wCef9a47ofxr6rBv9ymeDiX77JAdp9a6PwVhvFFrx0yf0rnPxrpPAq58TRZ7KaeKdqUmLDtuoj1tXJApxOBnrUQyBS7jXxU9GfTrWxKje1P3+1V8kUu4mpGT7lIz39KQOSelQ5GfegPtOaLAWc00tziovNPbikLsT1oAm3+1NZs1FuPqKNxoAlDECkpBS0AFOABpFAJxT1ABNADCNpprcinP1qIkn6UAAGe9O25XGaYDing5+lAFObCk84wa86Mhn1m6nPOXODXoGqyrBaTSN0EZrzmzbjd3JJNe1glaDZ5mJlrY1lkMrBQCFrVthEgUCseJ1HQVqWq+ZjaaVV2FBm1EyquVxSMxPGKhGUXr061NDljk9K4HudS2LdvCMZNXkAXGKrRdask4WsJyN6asWIB9761PVe3+5mrFRexYPEJreWMjqpIrl8beD1HFdXEcNz06VzF5GY7yVPfNfRZRWs+U8bMYrdED02nvTK+hPGWoUjfdpaRulIo8q3D1pPvYIPUgUyrel27XepwQjnc4/Ks60rQbLpq8rHrGi24s9AtIBxlN5q4cjrSqipEiL0VcChmyK+KrT55uR9LTiowSGkio2IzSvUZfGRUIoCfeoznPWlzQatIGxMmlzxTScdqTdTZFyQdalSRVJquCDS+1Q0O5aE/HFQyzCNWHFJuCqDjrUUmW3YGTjiko3ZTehT1C5SKF5HYKqDJNeeX96bu7klJwpPyitfxLqgkYWMT/Kv+sYevpXOMRX0+AwnIudniYus/hHZHtQSCMZFMpDXqNXOA1dKOWIB6V1djJtAFclovM7/SultSeD0rw8alzWPVwkrI6mylz1rUjII4Nc9ZSncMmt+E4UV4FaNmetTkJcxh04NY00ZEnANb7KCvPeqM8Gc4qISsVON3oUY8gcmng5NNZSvWkTrW6Zk0cJ8QAfttqfVD/OuLxg123xBGLqzP+wf51xR619ZgleijwMV/EYKeTk11XgMbvEakdoyTXKDrXW/D4f8AE/YjtCaWL/hSDDL30epp8qgE806oS4yM1IGHAxXxkkfSxdkOpjHBp1NbrTitNSW9RAeRTtwPU0ygnAp2Qrj8j1oyPWot49KN49KLDuS5HrSgj1qINml7UWFckLYHBpVznrUXepAMYqHEtMlyAM5pQcg4NRVJHycVJQw8Gk3D1FSSRkLVfBAzVqxMkyRSCetK5+bg/lUaE5p9LS41sZ2q25urCaADlozzXmtr5gBRuCuRivVpDtJz0rgNXshZaq7KPkl+bPavdwSbpHkYl+/YjgQsw69K3rRRDDk1l2ZIwcda0JJDkKP0rKruaUy2snmcDnNaEA2oDmsu1LK2SprZtImmIG0/jXJUaOuCLsCnA4qUkbsA04AQjBODUSENPntXE9zoui6rqIwOAacky885qrcEjG2oUdh7UhmmjbmyPWsnWohHehh0kHWrsDtxzVfXVLQQyAdDg16eWT5axw46mpQMdulMpxINNr7C9z5l6BTWIIpSeKioGjyuuk8EQCfXQ5HESE1zCE5yTXb+AUAlvJCvOzANcOPly0WdeEjeorndh8qKa2cZqPzeAMUbs8Zr48+ifYCSajPWlY470zJrSKJ5rC0jHAzSE8daZk45NMVwJz1opjE54NKDTEOBI5FPBz1qP8RTh96kwHStsjBFYviDWP7M04EY82T5VHeti5IVMsAEUZJzXCard2OoXzyyvlV4UZ6V34DD+1ldrQ5cZW5IWT1OeDs7MWOWJyT60taQ/ssH72PpSkaZ2evp1aKsjxJS5ndmZSHOOelanmaWOufzoE+lp8wzn3p8wkM0Qk3oHqK6iHkcdqw7C5s5b9EgVQ5zW9ErByMV4uYfGejhti/akqwya6G2kyBz2rm4ThhmtyzcHGK8KtG7PVos1c5AJoYAjpmmxknGakOcnHeuPZnUZtxGcHiqgGDWpLHzyapMo3dK6IyM57nn/wAQf9faf7jfzriK7v4hKBJZcc4NcJX1+B/go+cxf8Rh3rrvh7xrErekRrka7D4fr/xMLo9xFxRjP4TDC/xEej53c1MOMGqoJ9amQnHJr5CW59CTqc0jfeoU07g0hkdNf7o+tPI5pPrQIYqg5zQU7in4HajsaBkQ4p2803pmjOaBEikmnh6hBIp4PTmkxkvJ6VZiTDZqqTjGKtQZyMmszUmddwxjiqUqEE+lafaoGUHPFAFBVI606pniqNgEBJoAqTn5TWHrlmJ7AsBl05FbUxBiB7k1Vcb0KnkMCDX1OApc2HPnsXO1U5O1faBmt2ykgbBkA5rDkjMMzwnqrVIjkAANXDXptSsddGStc7KH7NjqKtrdRRL8hH4VxSSyDku2Ks29w/mdSRXDOjqdaqpo6Z7hpJDnpU8Cgc1nQuGUHvWlD92uWceU2i7snZQ5prwjtmpF+9TiAag1IohtbAp98n2iwZF6ryadtAOQKmiQMGXH3gRW+Hny1EzKvHmptHJkYwexpKluU8q4eP8Ausair7ejLmgmfJVIuMrAelRVKelRVqCR54H0+D7qZ+tdX4RuoZILgxDb0Ga8uLE9WP0zXZ+BLsJJPAWwW5Fefjo89JnXhGlUR6IJNx60uarxODz61YHK5r5XktufQJph1pOxpaOxqkiWiI01jkcUhfJIqJpQhxyaqwhxHPNKpJPoPXNQq00rgImB60s9oqKGurjGeAink1ShdiuSGaFHKhhIw5OOgpYJWuJGdV/dg4z61mzs1xKtjbx7EHMhHU/jVHxL4hi0a1NjaSA3BUDK9Frpp4VzkomVSqoK7KPjTxEscf8AZ9o+GJ/esK8/MjZ4c/jSyztM7NISWJzk1CTmvoaFJUYcqPErVXUnck8xwOGpPOk9aZRmtTIk8xz/ABZpC5IwOtMzR0OaANvwq+NajBHUGvQo12y9a878LjOuQD1r0UjbIPrXj5j8SPSwfwsn25H41oWcgQdMmqqplQQali4P0rx5noU3Y37eXIBPSrQcGs22lGACCKvAg4PauKS1O1O6CRN5NVJISG4FaHbiq7gkkZFNOwNHmvxF/wBfYjH8JrggpxXe/EYbbqz/ANwmuGr7HAfwEz5rGL96yMgiuy+Hq/6Zdt6RgfrXIEZBrtfh8m17s9cgCjGS/dMWF/iHddCalSmBKkjGD1r5Lds+hJKelMp6dKQxW6VH3xUtRsMHNZ8zL5UIATQQfSnIal2jGc1SuxWsVNhJpTGVHBqzxUcnTrTldCSTIdppQhzUgXIzml2UdBXsCfeFXY8DBqipw1W0bJFQ0VFlveMUykpaRYx6p3TAjHercpAB5rNlbdNVQV3YluxXk6IBUBJxlQferE3D/hUPQ19pgVy0Ej5nFyvUZga3CY7tbjHyv1x61SiYA4xW/qy7tPcgcjmuegjZvmbkmuHF07SudGEldF6MgrirtvGFG7iqttbs5x0FaCgRLtLCvKnK+h6MUkXrVu1bESsyjArBtXUS53fLXSWs0RAwR0riqpnTSdhyqQead+FTrsbODTxEpAwRUWL5irz6VPCCjAmn+UAetKVOCQelEYtO5Lkc5rUPl35bs/IrP6kit7xAoMMMg7cVgjmvsMDO9I+dxcffuRnrSUp60ld5zHiuK0NGvWsNRimDYXODVCjnscYrKUeZWKhLldz2S1uFkVXHIIyK0Y3BXFee+GNbLxfZZ3+ZT8pPcV2UN0Bj5hXzWJwzhNnuYesmrmnTXkCLzVRrwFTg1We9BXrzXL7OzOjnuWJJkU5xVcXSq5YLk+lQnzrg/IpNMktHj5uJ1hXuM8/lW0YXM5SZLJf3EihYVAb/AGahDO0u3PnXLevIQVGtwTbstuFtrcffmc8sPbNYWp+K7WyiNtpYy54aZuprrpYaUtkc88Qomrq+t23h+zMEDrJePyW9DXm91cyTzNLISzMckmm3M8txK8srs7sck1GnJ5FexRoKkjzK1d1BhoqXApGHHFb9DDYjopcGgjFACUUUUAbfhXJ163HHWvSHQDBPXNeb+FF36/bj3r0pxxjvmvGzL4kepg/hJoWycdqm+4RiorbBU+tTOMjIryG+56CSsWrdxkZNbEPKr6Vz9ucPzW3BJhRzXLUijem+hcqu3U1ICTUb8E5I5rI1PNfiMP8ATLMekZ/nXC967v4jc6haAf8APM1w5Hy+9faYD+Aj5vF61Rld38PlHl3jHsQK4PPNegfD2PdZXbHoXAqcdpRbKwiXOdp1Ap6qAfWmY5pV+8K+Te57iJRzTwMCo809TnrQMd+Ga09F0ldXvHty5QIu7KiszOCK6rwKu7UbhsfwjNb4OkqlWzMcVNwpuSLY8AIOl4//AHyKcPAagY+1yf8AfIrtaWvoll9LseJ9cq9zhm8BjqLts+61i654XudLsjcCUSRqfmyMV6jiuZ8cSqmhFD/G6r+tY4jBUo03KxpRxdVzsedRqDGD3pTimqCoxnvUoI218zLRn0EVdakOO/erEfUU3gmnJ9+pGlYsUFtozSZFRuxAJosMrzzZBwcZqrGMtuPNLcSZIXHWn4CIfWtqas0zKbsrlObmU80ylY5Ymkr7bDxtTR8xWd5tkcsfnIYyMhhiuejzDcvbMNu010ufesjUogl0swAAI5PvXJj43VzXCuzJVnWCPJIqq1yWfI5/CnwqLjCsRWhFpyY4xmvAeh66i2rmctww6KRVmLUZYsE5qy+nOhyo4pph7FP0qHOL3Li5IuQa+FHzCta31yFwORXLvYl2wgOaBY3EXIzUuMXsUpSR3UV3HN91xzU/61w1reT20nz7se9dDZ6uJMBiOajlK5myfV4N+nsefk5rmVHf2rtJ1W5s5FHRkNcUp4x2GRX0GVzuuU8jHxtqNPU0lKetMbpXsHnXPFyQOtIhLSKvrxQ9EIzKmf7wqEhnSWnh64YLNFIyMeldJaR3sMQWXDYHWt3R9JMllAwUkFc1rjQWKlsdKzqUFNamkKrhscPPqIiU75AtRwauoO5JIm+pq/4t0ExRFkjHK5rzEErIFOeuCK5fqMDoeKfQ9Cn8StHkNdJGPROtZV14mhRi8KSzy/35ecVtaBodtf6YsjWyM2OWxzWn/wAItbnH+jjH0rWngoLcmWLm1Y8zvtVvNRP7+VivZBwB+FUc84IxXpmpeE4xbs8UQXaPSvP9QtWt5QrLjBrpcVFWRzOTbuypyaPwo7UUhBRRRQAUxge1PooAiop7LTDQBu+Ef+Rgt/qa9MP3/wATXm3g4Z1+H8a9LaMbj9a8XMn76PWwa90LYfvGFWlXAJqrFxPiroGQc15E9zvREjAPWrbMGWsnaAc1btZCG9qymtDSDszajwFIqvKOTT4pSRgDrSTdTwK5lub9DzX4gkNqVtjPEea4s9DXZ+POdSiU9o64904r7XAfwEfN4vSoyuRwD716N8PwRpFwfWUfyrztlAHPbtXpXgCMf2HKc4zL/Sssy0ol4PWZ1Y5FIFIbPGKeBiivlT20FFFFADwc8etdn4CjPn3TnHQCuJ7jnFd54BUC3uG7lsV3Zf8Ax0c2Of7k7ZenNLRRX1SPnhDXEePpcW9rF6yFj+Art2OBmvOfH85OoQRDoFJrhzCSjRZ1YNc1VHKq+eMc0/2B5qBDl6nU45xXyL1PpU+g8Aqck1Inc0igMM08LjmkMDkVXmkO7pxUzsTxVSVsMRVRIkxuwM2adIg8onmnR/dHall4s5D3rej71RIxrv8AdMzKKAcikJxX3FJe4j5mbTYhOKhuo1uLd42HXkH3p7EmkonTU1Zig+V3OWJltJCGJ3DpWjZa3LEASAw71cv0twFeYAFjgGqTWqwMAygqeQR0r5/FU4wlY9ihOTSaN618QQSoA4Cn3rRjaGcAo6nPauQNoknIBFSW8NxE+EkOAa82pRjLZnZz+R2iW4HzFQPenmBSMDv7VzkN/fW/3iSvvWraa1uKrJHisPZ2NEx13pZZc8c1mJaSQMMA4Brr4ZIp1ByOaY8Eb5+UUrtFKxX0qcyJsboRiuau4/JupY+4Y11dvb+RICvc9K57W9v9qSle/WvYymT5zzcx0jczxSN0paa3SvpDxetzxZzSwg+av1FR1LC+JVGOcis0UfSHh2BDoFnLgZ8sZrU+TkKvX2rl/DmuRRaDaxtG/wAq4J7ZrZGt2wGfKkP0FWBFrej/ANpafMqna6rkn2r5zvoxDfzRjJ2uRmvou+14jT7hoLV2JjIPtXzleuXvp3YEFnJx6UmgPZPhn/pekMhXJFd4mlgn7o6eleTfDTxPb6MrxXYZkbpivVV8Z6UJ4oiso8wcHHFJSAe+kCRCAo/KvKfHXhV7W786KMlHGePWvX28Q6esyoXGG6EVgeL9Y0eaze1aQeftJU0m7gfOzKUyGXBBxTat6l/x/S46Z4+lVKQBRRRQAUUUUAB6VFUp6VGQRz2oA6XwRHv10HHCqTXpLADPrXAeAIt2qTP/AHY69AYHc1eDmbtUR7OD+AhU4kBq+MYBHpVM4HWranKjHPFeZLXU7SNupp9s2JOaHU46VHHkHkYqWroNmbcLqcAU6brVS1kAOKtOuR61zWs7nRF6Hm/jsf8AE2T/AK5iuRkFdf45H/E8A/6ZCuVlG7OBX2WB/gI+dxivVZTYZFeneAx/xT2fWVq80+62G616n4HQL4ZhbuzMayzV2omuCj75v0UdzRXyp7IUUUAE0DDuK77wAP8AQZz/ALdcDXo/gNAuiMfVya9HLVescWYu1NHWDpRQOlFfUHgjWIwRXmHjWQPruw/wIBXpzcH2ryjxUxk1+4J7ECvJzWSVI78vi3UMVRh+KmFRYNKAQa+b6HudS1GeMVIegqCHl/apn+71rPqaoZLwOCKqkZfmnswxjPNCHPTmmmS1cNvpUdxn7K46c1YUHJyKgviBZ88fNXTg9a6OfE6UmZ3QUwmkJ54or7eGiPl3uFIaWiqewXMrXoDNFAo9c1JZXBit1inUMB3NO1bPkxkZyKzYo5pmAUnAr53FO8mmexhbqNzooFspMHd+FaMFrbkcYrDsoViO58s3oorSW8uBxFYTEdjtry5JvY9GMrmmLSEnBP4U42EBx8oxVFZtRYZNukfu5pypqcrYSa1/76rDkl3NbmjFstz8naraTgjmsJtPu/MAuLxE9MUp0m8Y4t9RDZ7U4x7sDdE/zhf4+oHrXK38zT30rsoU56Vqx2cqGObe3nwH5hnhhWdqsYS9LjOJfmFetlbSqWZ5mYxbhoUT0pmaf2NR19MjxUeLVJAMzL9aYVZWYEYIp0DYlQ/7QrNDPVtV1h9J8I6ckCDdNjJx7UeCNf1LU9baF4w1uFycjvVDWonvfDOmKr/d6D8Ks+FrseGoZppgpkkwBn0rQD0qa2ZLe5JwPkbjFfNmpHOp3P8A10P86+kLe7nvNMklkj27oycexFfOGpjGqXQ/6aN/OkwLGmzFCAuc101r4hubaQB1DFRwSK5XTuJ+Rmumt9EnvmUohGe9Z3sws2Pk8SXjTFgfkznaak/tCbWh5ZiHmAdRWbcaXc2sskbAkr7GrGg3q2N00jruOKLp7BZrc5y/jkivZEl+8Dg1Vq9rE4udVmlAIDGqNABRRRQAUUUUAFI3SlNNJNAuqO5+HsW17uU9NmK7c/eYZ61yngFD/Zl05/iYCurAHYdK+azCXNWaPdwsf3aI2T5TzVuNSEU5qs/3TVqM/uhXI9jrQFc8VXf923JzVrNQTKOtQNk8TgAYq8kvGCKyonwpq/C+4DFZOKKizgvHBDeINuD/AKtRxXKty3XvXtFxpFlfsJZ7ZHcDG49aypfBOlTE/I0fspr3cLmUKcFBnnYjBTnLmR5LIpLA+let+E0CeGLUY5xmqT/D7Ty+VnmHsa6Czsk07T4rWNmKoMZNZ4/HU60LRLw2GlTd2ONFHWivFO8KUHApKKAFB5r0zwSoXQ4z6sTXmVeoeDBjw/D+NenlX8U4My/ho6OikFLX0yPDGSfdNeR65l9avGJz+8IFeuSdD9K8f1I7tVvD/wBNWrwc5fupHrZSk6juVETJxmhhgHrSg4NIeSSa+fjKyPaqJIdFhelSMcqaiT71S/wmgSKrfeqeNQFJxzUZQE1Mvp2oGFVr6J5rXbErO2egFXNgFa+gRp9plYjOBxmu3L1++RyYvSk2cQ8UkWA8UgP+6aaWUdeBXqbRROMPErZ9RVeXRNPnU7rVMewr7VaHzWjPNevSkwfyrtJ/B9rJKXhmZE/u4qpceDZB/qZ8/UU00TJaHFX0Za134JK9hUNuvlpvmAGf4Qea6W+0C/06wmncIUUZyB0rF0yz+0lbiQE5IKr1r53MPckevg7ygW7IXdyuIIRCn94jrWvBY3e3DXbE+1TQ2+0bWcKD0AqyLcxj5ZOD6GvElUu9D04qxU8i7jG0OJP94U0xDpPb7Tnlk4q+qOh+8aezP/ENwoLKqrBMnlkCRR93d1FRyaX5S77aRg2c49asNbJNkxnD+lLb3PkyCGYHOeGoAZZXJnBhnGJF/Ws7XY1SWPPXGK0buIx3Szx9M8mszxEyteKM8BQa7sA26yscmMX7pmMehqOnbqaSvoa+vPnkjkPHfhF9GdbtFAidulcTH/rhn1HSvcvi3bqnhiJt+Tv6V4bGD5qZ6bgahbjPQVvWuNHggER/c85A60puY9UZN8JjSHk4HWu98J6TGNGieREYMvIxRfaNZW14qrGF38kAVYFPSPFqPDJaLG0g8oqDjpxXieqtu1S5bG3Mh4r6Js9FW2WSQRIq+Weg9q+etbXbrF3k5/eH+dE9gH6QwF0CcYz3r0O8vIrfTUW1nXzivG09K870hd9zg810Rhj8pjuIIPFZqLZSqW0NSy1i+W2a2mgSRpflaTGSBU0+iWcEf2iO7BfHzLiu08F2Vnc2URaBZDjnI9qs+LNEifT5XtbdEdV5xVxp2RnKpfQ8CvFxdSEPn5jUGCammUidweoY02oaGnoQnINLSt94ikpDCiiigApMYzS0h6j60xnp3gRNuhSMe8mK6ZhnOAKxvB0WzwxECOWJIraOVOK+VxmtZnv4dWgiEg1On3cUxjgZpUYFeK5bm6JMVHLnB4qcjimOPlxQVIq5IPAq3by46L+FVipFOhfYaTegI3YWyB2qxweorNgn4FaCkFQRXNK6NkwZe4HNROhcfSpqGBI4pOwFEoQCMVHg5xirRRuelRlSOapMlq5AeO1FOYFjxik2GruhWGk8HHXFereExjw/bcYyteVlDgn2r1rwwmzQbQH+5mvVyhfvGedmekUjYFFFFfSHiEcvEbfSvG73P2+4J/56Nn869kmH7tvpXjl8D9tuD/00b+deBnPwo9jKPikQHmigdcUpr56Ox7VUVetPONp5qNevWlcg4xVEoZ3qdQeDUSqTyKsDoKAF71r6FxLLz2rINaui/wCsl+ld2W/x0cmN/gs6HjrRketQgjHWlxX2TTPmiXIoz1xzxUeBSUK4miDVfJOjzrcEBGQg81xNl9lghQRg4xgVu+KJQ7w24zsxlgO5rLt5I41/49yB64r5fMqvPUcT3sDT5YXZYQQPyTgmpfLHVGzVNpreQ4aNk9xT0gDAmCbn0JryVGx2loPzgjBp4NVhM8eI5E4/vCp0G4FgQR9asY7ygMsOCabNbeei9MjvTgcgcYqXtTsBXUh4mhfqDgf41fj0K1v4I3uI8kjr6VW8sGZCOp4NdJFGFRQMcV7OVUry5n0PKx9ZKNjD/wCER0pHJ2MR9aJPDenJHujtQa3gDnFHlZ4bpX0aZ5J5J8YiU8O2yjvJXiUILSoSOMivavjExOiWwJ48yvFEJEiAHjNAHvfh/WYG0S2gDEMowx/CrsuqWixtKwEjI20lu1ctoVvMmlxtF5WGGTuat7T7CKOznSUwuZG3jLZwab2AvLrgkDReWQHQ18/axn+2Lsf9NTXuv2eSJvNlkgCoh4DcmvCNVcSapdOvIaRsUS2Au+G1D6tCm3du4xXozeDbiV9q/Kz4IU9a828PXf2HWre5IyI2zivfLLxXY30cc/kkSqAtSpqC1KhTcnoaPh6xi0iyWNwFZV5zVXxJfJHpl0yyKoKnvUWoa1JPE2yIgAV5t4x1ae5tAgBQdOvWtIVYyWjMalGUZann8jhp3J6ljg0wtilwBiggd6xb1LS0IyctRSsOeKT8KQwoo/CigApE+ZgKWnWab7uJT3YUm7JlR+JI9l0JPK0SzTHSPNXWOWNJbIEtIQo4CgYqQgGvka8r1Gz6KlH3EQv900QDK05uQabD9481mWW1ORTSnWlToaaSckEVEnYtq5EyGoiNpHNTsOKhcYPTmnHYh6Mt27gYyK0oCMAZrERjkVpW8vPWpmrouLNLAo60xXDDrT8VzmwxlFRMmM1YxmmMo2ketAFQqAc03NTso9KiYYNMBrcg/SvW9BXZo1oP+mYryQ9+K9e0cbdJtR6Rj+Ve3k695s8fNOho0UDpRX0aPHIpuY3+hrx6+/4/Jv8Aro3869im/wBW30rx2+/4/JvXzG/nXg5yrxR62Vu0mVx97NBPNA604gba+eSse3J3GkZHFMLbSAe9OY4XrTF+YjIqrWJTJ4uvJ4qwByDUaAY6VOFGBSGNk6VoaM2JJR7CqRGau6TxcyD1Wu7LdKyOTG/wWbGTnOKlDnFQClyc9a+1TPmibzKDKI43kY/KgyabxjNZ+sXOy1EESZkk4Oeg96wxVVQptmtGHNOxj3uoSXt6ZYoMR9FJpVW6df8AlmfbNUo7RCcT3Jz6BsCpxZwcYmf/AIC2a+Nq3nNyPoqatFIlyxO2SBT7iopIFc5hBR6d9mmj+aKfI9GpPNYH98hUf3gKzZYQzsriG4UDPGas+W0J3KuVJ9aguolkiDq2StSWdws8QB6jjFIZOG3YwOalGarqCk2T0q0iM7j0JrSmryJk7RuXbC3Dyb25ArTkPccZplvH5cYGMGnyfdr63CUeSCPnsTNTmJE4J561OxwpNUU/1w9KvYyK6WjnPG/jJ/yBbP8A66HNeL267p489Nwr2b4ysDpVmB18w141ag/aox/tCrYHuWiW2kyaXAJISWCjPz9a1ktNKWQRpb/NjOC9c5psUUPh5ZzEzSbgPwq/lY57hmiJIRSrVpYDYMNgXmhFqqsIieue1fPOqhRqlyFGFEhwK9/toil3JLJDu3W5Kv6cV8/am+/UrlvWRv51MwHaeM3qDnkgCvU/DkbgPDICrA5wa8y0Nd+rWwIzlxXsl6scGoWr4CDZzjvXDX1Vjqw75ZXNqCAyRbccEc1wPjeCBIpI0IzH0roY/FUcTTQ5GEXqK43xDf215ppZTumLHLZqcPBpDxU7s4cjpS0UV1HIFHHpRRQA1hTKkJxUZOfagAq5pEXm6tboBn5xVOuj8FWn2jWllYZWIbjWVaXLBs0oxvUR6tCP9HFJ3qaIZhUevNRtH15r4+crybPpIq0SEgntxUSArLzVgjFQSH5s1UWSi2hBHFPcEgYFRQsMDirYTIrOW5aZUIK4BFMce1WngLEHcRioJE2g9zTTBq5DUkT89ahXOOacuA1VbQjqa0TZ6GrikY61mRN6VeifAx1rnkrM3iyaiiipLIHU7ulM2e1TtzTaAIHG0YA5r13ShjTbYf8ATMfyrySX7w/D+deuaZ/yDoP9wV72T9Txs06F3tRR2or6A8gjm5jIrx/UwV1O5UjBEh4r2GTlTXkWtKV1u8B/56E14ucaU0z0sudplGg80Uwtg188l1PbbGZCjmpIcFs1A4ErccVagjKgU3sJblkKSOKl9KRRgdaWszQKu6X/AMfDfSqVXNLI+0t9K78B/GRyY3+CzYIpKU0navsVLU+Z6DS4QF3+4ATXFanqdxqd/wCRZsc5/ACug8SXX2TRJHBwzcCsDQIAtt5zD95Ic5rw80rOMrI9bAUk1zCR6HkDz7mVz3AOBT/7DVeYbydG7DPFbHl44DcUbDmvD9oz1UrGKx1KwA3BbhO+Bzir1pqNversb5W/ut2q4E2k89aoXumwXPzj93Kv3XXii6YGj5WQVT7p7VQhBtr7Zg4NVrTUJrK4+yXp/wByQ9GrTkTzV8xeufzqZKwEkoZ87fWtHTVaR1yPumqUZJjUdzxWzp8PlQFjwetd+XUfaSOXGVOSBcpJPu0Bs0kvSvqtIqyPn731KjffznvV2KTKYaqZU06NzkA9KtAeSfGV1OnWQUg/OeleP2n/AB8RnHO6vYfjBAqaJYsAN3mHrXj1ou66iAOG3jFDA9f0+O9OmRqskm3H3QtX1tLpkUeZN05+XrUulJeppkA8wYK8cVpql6sfMrc+grVPQCCaSUWrZSRdkRGT9K+f7wH7XMSOd5r3zUYZxpd0zyOQIya8Bn/1z/7xrOTuBqeG0Da1bA9A4NewaubG5W3aWXaVO3Ga8d8PyeVqcUn93Brtri2uJJfOLFoG+bk9K5Ki1KjfoXNX02NjKbeHEYXOR34rj7izki0yWWRCmOgIr0TSWupHVSoERHVuc1W8a2TwaNK5UbW6cUUmipJs8i30u+mdefalrZGY8ZIJpN/OKbg9qKAFzmkopKAF6nFd98PrbZaXU5HD/KDXnwznmvWfCNs1v4aiUj5mJauHHz5aLOzBxvUOph5hFI3LU233GLmpsDOa+VZ7xVYA8VFIgx71LICHyKaRkc1SYmiKGTacVoRSFh0rMYYc4q5bygAA0mhIuMeKgcZ5qfgimsgYdaSKM9+G6Uh6ZHappF2kjtUJHtVXIJops4GauwzAY5rMRRuxVmDmomjWJrI+41IetVIW+brVusrGghGaYRg1JTGBJoQEEnLr9R/OvXdN/wCQfB/uD+VeThcuMjPI/nXrNgMWcI9EH8q97J92ePmvQt0UUV9AeOMcHBryjxHxr90PcV6w/Q15N4hcPrl0fRsV4+bK9M9DL/4hmfhUMp29qe554NRNkyAdRXzvQ9zqLCoPJBrQiUY9ahghwKsou01m2y7Dx0ooopDCr2mKDKx9qo1b04nzmwe1d2BdqyObGK9FmruOeOlPqIcfWnqxJxX2PmfMNdDJ8RWJvdOVB/C4J+lRQxLFCkagYUACtC/mCrsHJPX2qijoeA6k/XpXzOYy56uh72CjamOoo6cnp7Ue9eYdoU3ZmnUUwKl5YLd2xiYLxyrHqDVPRLx0lazuW+eM7RnuK1yc9eRXP6yq22sW12hI3HYwHrWkVzaCcrHTww7pgp+7nNbiDam0HisrSjugLsOTWhzX0eW0FCHMeFjarnOxMn3qV+tRKeafnNek9TiGleOKgGc/jVg+mKjAI7VV0B5F8YllGnWRd8gvwK8jsR/p8P8AvgivVPi7O7WVluOcscCvK9OG7Ubcf7YpgfQOjzbtOh3BQEQHmp7bX7Oa4Ntn5wcDjg1jS6Nc3VtZNbXJiQgCUA9RWjd6XDFFBHGgDRjOR1J+tBcUnuaWrHGj3YKjPlN/Kvmec7p3/wB419DS3DT+G76Vs7o4mVs/Svnd/wDWNn1NS9yXuX9FIF8ny5JOMV6R4ZWK91eaC+LCGNeEFebaOp+2I44wa9LlvI9PsRcRIhd1wxB5rnqwlLYuEkkbnhx1k1G5hT5LeJj5bPU/jqG4n8NTOZ0lRV42jBrnrHU43tYi8qr3PY1sPfwXmiXMHmLIPLPfNa/V/Z073CMm2eH85INFWJ4CJZcDjdxTEgLAk8UdEQ9xqj5TTSCKnEGB0pfJOeaqzEV8UmKteV7Uvle1ICCGEvMi4+82K9q06AQafBBjlIx+NeS6XC82q2sH9+ZV+mTXs0tq9kZIpVIZG2gnuMV5GaX5bHp4BWldj4CPLAqU+lVoDkYq3jODXzz3PXIdme9MkjATg1PTWXIoiwZQZGGTRG2CMnFPcY4qHpWl0xbGpGRjrTmBPQ1VjY7ck1ajORwazKuRyINpzVU46Vdk54quVHfrSEyIDBzTwxUDFNJwcYpatrQlLUnhlbdWjDIcVlJwM1ZiY461nKJpGVjS7Cioon3Ac1KwxWbVmWncdEDuB/2h/OvU7H/j1i/3RXl8Xb616hYH/RIv9wfyr3sn3Z4+adC1RRRX0B5AyQfIfpXj2tvnWbwg9ZTXsMh+Q14zqz79Wujj/lsa8bNn7iPRy742VipPNLEpL4qRAWOBVpItor5tvU9u2o5F2inUoGTTtlI0QyigjFNJwKQDsgA1Y02RVuTu71U35GKks/8Aj5FdOEdq0TnxP8Nm8fbpTHdI42kbGFHOf6e9IWxwM1HcgPGIwN27rX2kn7h82leRim3l1icyyO0cBOAid/rWnbeHrCOPiNtx77jVy1tFiVeMAdBVseled7KN22jvVVxVomLPpM1uhezkLKOfLc9aoW98jyeTLmOUcFGrqTjHIz7VkatpUF7CWAKT/wAMg6g1y1cEpK8TeliX1IMY75p23ismzvZbeX7Fe8Ov3X/vVs9VFeTODhKzO+NSLWhHuC81zHiiYtcWNvGP3sj7vfFdNJiNGc8gDtWbpmiPc6o+q36kN0hjb+Fa6sHQlUn5HNiqqjE6LTkMVlGr/e281dDDHWoA2BjFPPAHFfT06fJBJHgzlzSuShgTT1IA65quj89KkDY6itUiSUMKGGRTM56CnB6SQHinxcdTZ2AwcgmvL7AE3sRT7wYEV6d8WnY21kuzA55rzfSU3apbqO7gVSdwPYtOvdSex3fu40jABJq8kGt3wEkdxbmNfUdBTbeBY0uLVzgNGrD8qnsnMT/Z0Y+XNDkfUUy0Zt3ZavHpWqQyXERjERb5R14rw6T/AFhGa99uJjFpV+jFs+Sy8968Dkz5rH3Pas3uSy5pODdqrPtB711FzHEsPFyW/wBmuSskLXCj1OK74+HlWzWdrtF+XODWc6lnYcY3MaCKCTKySug96sJKtnC6WkzPu+8T6UyewndyYXEoHcVb0TQ7vU7l0EOCo5o9rzKzKUGjnXRTMxwck0nlZ7VoXdj9l1CWBgdyHBqMR7e1apaEMp+UfSjyTVzaaYIvmyTVCKphNKISRirnkilEQ6+lRJWQtS14btfO1y3IGTEwc/ga971/Tm1fSIdVskEjeWPMRfbvXk3g20EYlunADE4UmvTfC/iJdOn+zzH/AEaQ7cH+E+v0rxMRWjOpySPTpUZqHOjmYQUfAGBnHPWrgY8eld5qXhSw1QNcWLLHK3JK8q1crf8AhvUtOPzQGZP78fOK86rg5rWKujupYuDVpbmftH40jKMdKY5ZPvgq3oRimI5Y4bNccoSjujqi4tXTGSxHkgVVxjOa0iMpVWaL5c96cfMGRK3yHmrMTYHWqOCDjnB61PGfc05IEXWOfembRTS2e9JzUbDI3X5uKTpT3U0zFVcCRelO3N0qLNPIJ70mBbhfZ3q6rbxnNZAYqe5q1FOcgVnKNyk7GmmFI57ivULD/jziP+yP5V5UrA45rtLXxXp1vbRxSOwKqB92vWyqrCm3zM8zMacpvRHWA0ZrnB4w0r/nq3/fNL/wmGl/89W/75r3PrlLueV7Cp2N2UnYeO1eKak7HUblu/mtkfjXpzeK9MkU4nwcdxXlGoz772WRM7HkJz+NeVmVWFWKUWehgKcoyu0XrbkAnrVvnNYsF1tYdx9a0UvkK4yM14MotM9mMk0Ws45pd+e9VxKH6GnfjUlEpOe9NbG080zNI3KmgBQakt22zqRVXcQpHepYpMOoxzW2HT9omjKqrwZvEkqSOtPt492HYUy2zJgnjArRjGBjivq1NuKPA5EpMcBlQCKYetSYoIGORSKIyMio5FG3FSUyQErTtcZzXiDTxc2nmIQk0WWB+lQ6DqI1K0HzZkQ7XHvWnqj+XZyucYCnJNcn4Gt5BfX90WzHI3AFcuIw8JyRvCq4q528UO0bsD3zU3aot5OQRS/jXo4ejGkrJHn1qzqMUs272p4Jx1qPjFC9etdRiSA4pSSaQUUASq+B1pd1Q0c0AeO/FaVJLWwKEENmvPdEU/25a/8AXQV3vxUUQwadGuPlXGBXB6Xui1WCRBkhx1qIge73tkTNa3USklk2sB9KrWCf6oHiRXIHHarEOqzm3QeWDlRUv29w6v8AZ1yvQ1ZaMPX7qFre7ijz5kUbb+K8Q2lsnPWvbfFNxJ/Yt7LHCqO64Y4614sqNgZoZLJdPYpdAgZOe9djpVvcapMTJuMK9h0rl9Ltw2oRBuh616lo6x2UZVGUJ3yKJUFONwhNp2MTVrX+zYBJbxEH1Bq74K1K/eaUx25YFeWI71Fr2sQRvtZ1kUnG0dq6fwDfwXcU6xxhVRT0GK44U1fU2qTVrI8/1YSPrFw0qbXLnNVvLArR1hl/tW7LHrKec1nPNCo++K6oqyMA8selIUUVC15Cq5Diq8urwIdvU1QFz5fSgANlVGScAVltqwA+RM1e0KaS+1y2Rl2qDkj1rKvJRg2aU1eSR6HpVv8AZtPjh24YjJq3EGyU6/WrUSAnOOak8oB9w618dVq3m2fR0ocsbEun65qOlqEtp9qDnY3INdRp/joMAt9b47FkPFce8BIzzUcW5H24wKuGNqQ0RnPDQmekm58Pa2uJFhLH1GCKoXXgmzmO+yuDHnt1FcgqjIIUA+oq5Be3lucw3Mi+27itljKcv4kTL6pOHwM0ZvCGpQLmMJMvseay7nS7u3/19tIp/wB3NbFr4n1WI4eRZF9GHNacfi49Lm1BHtRyYeezsK+JjurnDSWwJ+6Bx34qu8WzORt+vevRv7Y0K9H7+3VSf7yVHJpnhm9OVmRW7Ykxil9Vi/gkH1qS+KJ58nC04Niu3fwfpkuTBftz0yQarSeBJxzDdo/swxUPBVFsy1i6fVWOSZgRimFc9K6WTwXqqE4WNh/stVWXwvq0XW2J/wB05rJ4eqnqi1iab2Zgng1KOlXG0PUlb57KZR67c006fcqwDW0wHrto9hPsXGrB9SrTlYKeae8JjOGBU+hGDTduO9YyTi7M1TTV0TxTgEHmpS+87uaqL8uferMRA61G2qH8QoOadjjNTGNW5BoCAd6XOy+VEByozis26Ql+B1raKgjGKhkgyc4o52LlXQ58xEPzkfSrUQ2jNaDW/PTNN+z/ACnitFO61M3Bp6EUUoUVOspNRCHB704LtNTyoq7JN5zRvIBOaidio45qKSYBeooUOZ6D5rLUJZyrgg55xitnToFkfec7h2NcJrGqtawMYsmT+HArkm8S65ZMbkXdwjk4XI4Netg8EpWZxV8RZWR9FJH5cXOAT2qVCAvvXmHhLxnqMVrENf3ObqQLbj+Jvwr1N7aWPhQGUgMMehr2Jwcdjy+dMYHGKcORUeD0III9aevTrUlIaV5qKVsAjvVn5eh/OqdyQSQtVG7CUrHG+IrmbUJl0yzJZpP9YR/CK2tG0yPS7ERKBux1qzb2tvbmQxRKGc/M3epxxwK1hh05czMqle8bITeCcUtAQA5ox9K67HMFKvFJRSAeDk06mJ1p9CAKQnApaawqgPHfilAXuLNck8GuI06ExahAz427xkmug8T+LrbXLlJFUqqcAEVzz6khHyqCaSsB7HaXVoYV/fxfdGMtUzXlmBzcRD/gVeGSajM67VLrj0Y1A1xdMP8AXv8A99UNhc9g8R6nYHRZoftCF2HGDXmWyBerA1klpW+/Ix/4FQV7hz+NFwL8twIH3QHkd6n/AOEmvlj2Ag1lUU+dpWQF1tUdyWaMMx65FX9M8WajpEMqWe1BJ1NYdFZASy3t3NK8k0hLSHJ+tMZ3PViRTfxoouAZyME8elJtHpS0o60ACjBrd8LTRQa3FJKcDoPrWJuArW8Oaf8A2lq8SFiqKNxIrGvZwdzag7TR6zBcB1B3AZq0H7g1z5sriEk27ZHQZpy39zCu24hb/eFfKzpJvQ9/2jOiSbPBFKQrHIFYa6vAB94g4q3DqcLLjzVJrJ0pLYuM7mmo5qTntVP7YmB8wP0qRbtBzvFYuM+xteJY6expck81ALqJjy4zUyyxkYDDNTyy7D5kPLErjNR7RnOBn1pfxoyB3pqbWwtGPSR4/uOy/Q1Mmo3sfKXUoP8AvVVDg+tO2mr9vU7kujBrVGiuvaoqYW9YAdzyalHiTV1H+vRsd2UVkHGfelC7s1SxVVdTJ4WG9jZHizUgOVjP4U9fFt6y5aCGsTaaaOuO9XHF1H1BYWm+hNqN8b+48141U4xgVTMWeamKkUYrCpNyd2bxgoqyIhF9KlWLHfgUop4YVFykh6DHen0xWAp+QaSaHYkGKMA9hTAac3I607EsYyjd0FIVBGAAKVuO9KBnuKLDIDEc9qY8HPpVk8dcUx2AHtQ7i8yjMNuRjNUDFLPL5cQLOeg9K14rR7yRVU4Xua6DT9Mt7MKyKC/dj1r0cLQlLU5a9RJWOXsvA6zOJL+ZvUIKtXvgmB0XZGHVDkK9dgBk0u017lOPIrHmydzlLDRNLi8QW+q6hbvFdQDbGuf3f5dq7dJ4ypuZJlKyHAORis6e2juIjFKgdSPxrmrrwyPsr20dzOIixbYHPB9q357mLp9TrLuGUSq27cHOBiq285ZQ3KnkVheFbq9ihnt5r1ZWD7IYmOWFTeJPEWleEjbx3xYPOfn2nJz6mny3JvY1POPfNVXk3McEilN1DOkbwSB0lXepHpTKuktSKjVhyknvTqjoHXmuhs5x7HCikBJQkGlyDx2pflUCruAvaikByKWgBV61JUXHBqXcG6UrAB9qj5ycnNSUUwPk7YoOcZpwAHSiisgDPaiiigApDS0UAFFFFABRRRQAUUUUAFFFHBbGcUAABPbOK7/4faexhuLop1+VSRXI6To9zq94lvbxliSMtnAUepr17SY9P0LTYbI3cBkj+8Qw5PevNzCq40moK7O3CU/eUmaS2oCAY5xSGyRgcjP1qVNSs5D8lzEx/wB6rKusg+Qhvoa+Zkqq1se5zU2Ysml27k5iWqjaBbscqHT6GujeHnpzTdgGKaq1EPlizm20LaMxTSrj3qs+mXYJ2XDfQiutOMVE0Yc9Kr6zbdA6HZnHm21KMkiQGnebqkY3YUgV1ZtVJwVFQNYxnPy1f1iD6GToyRzP9rXyfeU/hUqeInXAZGPrxW0dOVgRsFVm0vBxtFWp0n0BKSIh4liOAcr+FWV162IGDn8aqPpCscFBz7VE2grjISk40mHNNM2V1W1ccNg+5qxHfRFeGX865ttCLjqyn2oOiSrwsrgVLpU+5ftJnULdxscBgfoaXzV3Zrlho92vKztUkel6hnP2hqn2VPuHPPsdMZ0b/wDVUZuEBrCbTdSPS6/Sozpepnrc5/ChUofzD5pG8btBnjpTDfJ06Vh/2RqJ/wCXn9KF0S/J/wCPs/lT9lT7i5pG2b5B3pTqKCsQ6Fd8brpvwFJ/YVwT/wAfMlCp0l1HzT7Gz/aq56mkOqoMc1lDw9Mety5o/wCEcdutxJ+FPkpdyZOb6GsNWiI5amtrEa9/1rL/AOEYznNxJTG8LoRzNKfxqlTo9yVOp2NJ9ajHBIH/AAIVPp94dTuhBCGZepYdBWRD4MS5YLvk56nNdtpuj2ujWiwWwPuxPJrtoYOE9Uc9bEyjoX4IkjUIqDIHJFXohxVaEA9uauRqMV6kKSgrI4pSc3dkoTvml5o6UVXKyQxUckYKk9DjgipKCMirQ7nJX2mz2d6up6eAJ4jkj+9XlnxCOoa1ftqk3IUBWjPVa97dF6Y61yfi3w0l3YSXEMY3qMso71SZEtjnPhldyyaE9vMWJhf5S3ZfSu5Vt1YHhrTF0nSVXgyyfM1bKseK3SS1OTqWKKB0o2tnOeKYhQcc4zQxz2xSUUXAev3afjpTF6U4ffFVEBwQ+tOAxxS0VYBRRRSA+UKKKKzAKKKKACiiigAooooAKKKKACiiigAwT2pQpJ6cUoI24qWJcDNAF201K5srGW3gYx+afmdTgkelVzLu5Jb/AL6pmcCkz7UuWPVFKclsyUSSLyruB7GrUWp6hEAI72dR7PVDLdqTew7GpdOD6FKrPub0PiXW4fu6jKfZjmrsXjzW4vvTK49xXJ+afejzTjGKh4WlLdFLEVFszt4/iNfgfvbZHHfFaUHxKg2gTWsi/SvOlmHAxk0/zM9VBrnnl9GXQ2jjaq6nqsPj/R5k+YtG3qRV+PxTo9wAVu0B/KvHNyt1UCnFInGRwfaueWUUpbGyzCfU9sj1fT5OY7mNh/vVPHeWso4dD+NeGbcDKyOPoaFnu0OY7mVfTmsnkyWzNVmPc95DxHoV/Ol2oP4hzXhP9uatA20XUh+pqePxTrMfS4Y/WsZZPPozSOYwPcNi+oo8tc4JrxiPxvrMQwZA1Wl+IeqgjcinHtWLyer3L/tCB695S+tCRAHg8V5UvxH1LbzAp/CrMfxIvxgGyUj1qP7IqlxzCm9z1HaKTCjivMG+JV4gGbNfzph+Jd4f+XWMCl/ZNYf1+kep8DHvSfLnsK8lk+JF6XBFugPpSf8ACwdVlJ2wqPwqv7JrA8fSPWsqfSjKdOPzryNvGustyCi/UVGfGOtngSx8+1OOUViP7Rgew5UdStIHTk5WvGX8Xa6B/r1/KqzeKNZbJN43PYVqsnm92L+0IHt/mRn+JaagE8hVSMjsK8N/4SHV2OftTkfWvUPABn/sn7VcO7yznPzHoKpZQ4u7ZP19S0R3MES20IHUmoGn/ehRzk0ktwNnXGBzUNmDLLvI4r1KdNU1ZHHOTm7s27eMMoPrVlVI4A4qO34UDHSp81oIWikJ+lIWxQA6ijtmikICAaRgGiZSOvalo7UxPY5tioZwOCD0oyDytSXiBbp1HeoVGOldK2OSSsydc45pckd6jUkVIDnNBI5eTT6iBxT9woQEikYxmnjG4c1DnPIqWNtx6VolYCaik3ChW3CgBaKKKAPlCiiiswCiiigAooooAKKKKACiiigAooooAcFyM1KjbeO1Rr938adnbzQBKCB1p25PSoMM5yCackbdyaAJdyUjFSOBUTRNng0eW47mgCRVB7U7yx2FQjep60u5/WmBKIwKXYPWoRMc4NO84UmgHmMHuaNhAwDSpICOtO3e9GoDQGFKc+tLnPeindhYAfXk0/YCOVFR4pee9IVhfISgQrnpSoeeaGcA0rDHeWvpSnOOlR+Z7U8HPI703cNSKVchaT7Oh61N+NBPHNKwDBDECPl/GpQ4QYFQk56nFNyg6HNMCRpcHJzSb2PbiozOqdhTDck9Dii4rEm1hyzcelIdigYqB5S3c0zc/J6+1Fhmlp9rNqGpQ2cC7mkcZ46DNe+2GnJp1pFAg4jQKcCuB+FWgsbiXWLlBtA2xg9/pXd6xrEVgm1DvlI4RRk5qXdm1KxFPL5k4iQ9etbtlbCOJVOc9TXKaUup3t/HLNZmCAnO5uCfwruYEAXJGTWU0k9DoFkkVECjimCQHHzUsyqR71UmmWMhRjJqBltnwoOacsg8s5qGI+ZGOKc6kKcA0xolFyowM1KjbqzUGXyeDV2NuAc5pElig1EZR6U9GDUwZh3/AMt41Vw65qXUz/pjHoMVTTnriulbHJPcshhTwx6Y61XBx3qUNkcGi2pBNRUYzilU+tWkgJA2OKkUnFRVL2qgHKTn2qTdgYAqNTzT8j1pASDkU3f8+Kbu96O+RQB8q0UUVmAUUUUAFFFFABRRRQAUUUUAFFFKBk0ASIuUBpwj5pyLtUDrUgXHNOwCIMU/GKBRQAYpCOKWiqSAj20eXmpKaxwaYEZHGCKb5Y9al28ZptDQEezB4FBVhUlFRYCNXYU7zDmjaaNnvRYA3n1p4mwKZsxUZJBpAT+eacHDHmqw57VIlAEuVp8DoHwTxUNHQ5FUmBYnYBsoarvI27mnK+Oo4pflY9KGgItxIpmxs9KtiIcUpAFKwFURlqPI4qyADyKt2WlXmp3KwWFtLOzEfdU4/OmkBnrEMdvqamtNOudQuUgs4JJpHOMIueK9T0D4OSzBJtan2KefJQ8/jXp2l6FpmgWyJYW0URGBvK80NAc/4b0O7s9Cgt3C2sUcf7wnrn+lWdY/svw9pzakIBNInQnkuT71geOZ9aGrQ2gkkWynKqrRnqe+a1dfsVu7bTtP5MaMrSc9cCi0Uiopt6FrQrq5v7Vby6TY0vITHKit1eVFULcrDGFXGBwAO1WWmCKfYZJNcktXodislqVNSv47NSJGQehJxWOLrzpoyTkMeMHivK/iF4qk1LVRZWszCKIkMVOMmqGja9d6bdpK9xJKqjAjY8VpyOxHtI3PoS0GI8HAP1q0QSvQ1534X+IEl/qH2ee03b8Dd/drstQ8R6ZYmzWeQxNdErGCM81FhupEcSDKV4qxGhwOelY9rch7uVC4wDlTn7wrfhid1DBcpjOfSiw79TPvpzE6qOp6VJBMxADE1k6rOyeIbSM5ETD7/atmONV5yCaGrD6XMjW5DHdqxQiLGAfeqg4JJ+tb17GkwEbAMrDBzXPywNY3X2ZmLKeUNdcVocc9yUYNPDAYzUAbjmn8EZNNEloEbaM9qiRgUxmlzhqALK1KDmoA3AqQHmmBJRTd/tSg5pAL3qTOBUfelLZ4oA+WaKKKzAKKKKACiiigAooooAKKKKACnxDLU0dQKtRKMdKAE6EAdKkHSlwKKtbAFFFFStACiiirTuAU0oCc06imAY4xTdgpx4pMj1oATYPWjYPWlyPWjI9aADYPWjYKMj1oyPWk2AxsdMGm7TUvy0DBqLgQlSelARhU2KXFICHDUYNS4FGBQBHzS5IHSn4FNYc1aAUTY9Kt6fp97qt6trZwNLISM7R0qjjjkV6j8Kpo4tN1B4iou1Od3cCqA0/DfwVkYJc67cYxyYE6V6Rp+i2ejIILC2SJM9hya5k6zqNlFFexX5nfq8J6MK7KxvINWsUu7cgHHzqD90+lICYE4pkwBXBUGnsSpwRTWIIpgZ08MNwsazxhvLbcpPY1mXY8y6JB5U8VrznCkn0rIgyzsTyeuawrvlRvSWo3z/IUl+fXFZ2vaz5WlTshC/IcH8K1ptioxZeMZNef+I7s3WmX1zHkRRphRmsaUbu5rUlZHkttG99rJLZbLk/Wugs9M+36yIXBHoEHIqt4NtTcaqzsvCoTzXe+CLeGTXdTueDsYIp9OK6KiaRzwSlI1PDvh3StKuVmuYbtn/vjpU/iOCy1HVtGNvdgJbFt0cq4/WuqV0CYIz7VmeILW1k0S5uJYh+6j3D1JrCPY6ZUYpXPM9O1fUm8VyKySvDHMVKLzgZr3Kw1K2/s90jlxkABXHSvFvh/d+fqsk5yC7dDXsCpGVBKKfwq7Gbi2c9rOqGWWARSxhY22ttHAFdBZSCaBWByPX1rkPGtotmtlc24EayS7ZAB1rpNGlC2aDdnC0pMtXSsTare2enQJPeTiJB39TXBJ4n/AOEh8TwQWaMbaAHc571e+J5jm0S2V5NqmX5sdQKb4csNMstPEunuHVwMyHqa6YfCcs9zWfqRjvTxgrg0mQRxTScmmSPUbTwakUkmoF+9UyGkBOD8vNPVjVfIx1qQHjg0AT596UMRUWTTgeOaAJgc0tRCpMigD5booorMAooooAKKKKACiiigAo7UUYzQBJGhLZq0owKjjAFS1SQBRRRSuAUUUULUAoooq0gCiiihsBD0NMxUhGabsFTzMBuKMU7YKNgqwG4pMU/Z70bPelYBgVjipOQKAMClpWAQE96WiioAKKKM0AFFIzYpu+rjsAMw5HSr+h6tNo1+LiF9mT8wzwRWacck01mDDFUB79pgste0qC/s2HX94gPQ/Sup8Lac1hfSzJIBDKuDHnPPrXgHgzxRNoOpDMm61PEkZ6EV7eHTWNMEtndGBXwyyR9QfShoDtTGHJyMH3qrNE0QySMVW0m8mhtkt7mQyuoxvPetgKu3JIYVLugOW1OYLGFU9apRHYmM0/xEBBqapGDz2qg1w6Ak8Vy1nc7qEdLkWuS3D6bOlpzOyEKK4nxLbSaX4BCMSJ5SqsD6969BsLcXLmaUHH8NY/jbw/c6no6tbjJtyX2HuK2pxsjmrS944DwFpjwadqF4wGMEKT7V0Pw+j32dzcBf9dMWzU1lbtp3w7nmePY7Ix/E1o+CrQWmhWwxgldx+poqMqkdA6bRkEg1geKbiYeH7uNG+eRdq5710jOHGOBxivOfH3idtMnTT7VUaZxyTzisYbm9Ruxm+B7eazuHM5B246dq9Si1GDABlAwK4TwzAI7BDIcu/LGr9zJ5fIbgdc1oxJ6amn4tvIbqwtoUcMxlBFUobyeCPajnnpXFW/iGG61VxLL8sbYANW9T8SQwQMIXBdunPShRuHPGxX8XazJf3kdp5m4Rct9aTwxq0thepG7/ALiQ4Kk1yfmPNcPK7EuxyTVyGQowbuDmtobHJKSbPaAw28d+aAR61h6FqX9p6ajqcug2uPpWsAduTnNUSWF68U+oYyfUVJvPtQA+pV45qvvNSbyRxSAsgg9KDmoIy272qVWycUAShsLTqiYehqQUAfMFFUqKzAu0VSooAu0VSooAu0VSooAu1JCMkbgazqKYG3tHpS1h0UXA3KKw6KQG5RWHRTQG5RWHRRdgblFYdbEJHkR/7o/lRcCSik3r6ik3j1FADqKb5gzxSGfnHFFwJFGTyKVhjoKi88etNabPQ0XAloqAymk833qrgWKCdtQecaazEmoAl80Z6UhlFQl+1RFhQBZaYU3zsmq5BcZFNx25oVwJmmJJHrUZJHQ03B7UmCKeoEkMu1+ea9J8A+Lv7NulsruYm2k4GTwprzLip7eQoeTgZ604y1sB9XRTLMiyIcoRlW9av2d95bBHY7TXkPw/8YmVf7Lu5CSMCNz0+lekLICT6+tb2TAr6zeJcauzIQQnBJrKvJhKPlPNWLrS7z7S8kKhw/UVo6R4dnaTddoAh7HrXLOnqdUaqULDNCdprYI0bDHc963li/djIBHvTZobXTEOXSNF5JZsVwniD4p6VpTGGw/0qboCpyAa2WxySbbN7xPZ2R0l4LtljhfAIBxn8KztPCRWarGMRqoCj27V5bHruq+L/FFr/aNzmFW3iJDwMV6M1yIhjIwPQ1hVZ10FpqXprgRq7bgAqlua8evZ4NY8RXF5LJkq21RXYeKta+yaLMVILSDavNeRRSzxSM6v8zHJqIodSolKx6ta34gtwo7dBXP+JfETC2a3gYFpBtYg9K5mPV74qFZ8L3IHIqv5W6VpGLEsed2KpQd7kTqXWhWWNtxYnn1zzViHIPzc/WnCFc8ZqZVxwe1aLzMObuSAAAEVbiOUOarLg96mHPrWit0JRveHtXOnah8zYhkwr16UgEiKyEFWGRzXjayAMeBnvmvR/CupfaNLEbnMkRxj2oGb4Uj0pwyOtRiUkcU5Hz7GgCTYaeowKQYx1pwI9RSAVQccVKisPSo0Ix1p4kxxQA/5sdqkUse4pmRjrSjigD5XooorMAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACtBJSsSDr8orPrRjiVokPP3RQAwyMT0pN7elT7FxR5YoAiDMfam7X61YCgUuBQBTO7NHze9XPLHqKayqvVs0AV8NRh6mDoopvnDtQBHh/Wk+YetPeYbcd6sWdo0wDMDntTswIo4XbtVmGxeQ9OK3bTRiVVmOPrW3Y6YgZcJnHtTSA5jT9KM5dQACPWqV7p7w3LIFHHpXfRWqC5lATkelZsmmefcyMcYqgOJ+ysBUMkZ6eldjPoqqpIP6VjXFgUYnFTZgYPPekOc1Znt2Rs44qvnJpWsBfsb6S3kRwSCpBBX1r2rwf4wh1OzWC8lWO4QY3N/FXg6sV71bt7jyiGDsD6g1UZ2A+o4b6K3bznuIwg5yW4xXP+JPi7p2mq0Fgnn3Cj72eBXgsut30g8s3cpQ9tx5rOad2Y5P4ihyuB1HiDx1q2vTZupiqZ+4hxXOzXZkBCqqD2qqeeppAOMZo5lYR2PgeEmSac8sOAfSuwv5JIoiWfIx61534e1saSZFdCyt3q/qniU3luYoMqW4JrFxuzqjW5Y2KWv6q+o3Bt9xMUX61lDAAFNCMP6n1qRBxzVJWOdtt3ZJHxjIqyhB7VWX7wGasIpq4iJAmTTsClXig4xmrsJoB0qVGxUarTwMUwSHqAZD6mtjQtQbTNSRy37pztZe2PWseNRvDbsAnkkdKssqggLKJB3IUjH50mxnrUZV18yP7jcqakHBzXOeFtQMtm1q7hni6A8cf1roN4zgKcdKQE24GndBULSIuCrbu2MYxTxLGw5fH4GmBKlPyM9KrmdFI53e+MYqQzAHg5OcdMUgLAfJAxUwYYxVNZ4hnc+056EUrzrnCnPHXpQB8xUUUVmAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWzAB5Ef8Auj+VFFADmGKj6dqKKAGscCoy5oooAjOc9aCPeiigBOi0xutFFNAWLKAS3KhjwTjGK7HT7WKNgAvYUUVQHRQ2yOgzWnb20acgdKKKaAjjRUuJiAOazokUySnGMtRRQAksKs2TWRdxJuPyiiigDCvYEKnisCVArED1oopS2AhooorMAxR2oopgOT5jzTsDPSiigCQAY6VMmM9BRRQIlGD2FBxnoKKKBhwrAgCpVJOOaKKaAflvX9KcBuHNFFWA5RyBmpCx5oooQDkJyKnHT29KKKQG14cneHUk2nhuoruS53H3ooqgHKxNOBoooAN5pPMZelFFIBUc5NSZJFFFMD//2Q==", "path": "002887.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002888
Men Tshirts
{ "bytes": 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", "path": "002888.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002889
Men Tshirts
{ "bytes": 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", "path": "002889.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002890
Men Tshirts
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", "path": "002890.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002891
Men Tshirts
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", "path": "002891.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002892
Men Tshirts
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", "path": "002892.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002893
Men Tshirts
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", "path": "002893.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002894
Men Tshirts
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RQAUUUUAFFFFABRRRQAUlFFAHm3ik/wDFQ3H/AAH+Qqpa/M1WvFR2+I7j/gP8hVSzx1xXHP4j06XwI0FAAqCY9asfw59qry0Isoy8AmqpqeVtzEnoOgqJEMsqxLyzMFFaRVzOT6nXeEoTHaO56yHd+HSulFZWkxLHuReiqFFagruirJI8io7ybKV7fT213axRWbTxSE+fKJFXyF6BueuTxjOav9KyLzRFvri+ae7n+z3kEcL264CgKWJIOM5bdj27c1rKAqhQMADAHtQSLmiil+tMDMh1O5k1qeyOmzC1TaqXgkUozkZK7c7hj1GR9K1M1zY8MyzaQNMu9Vnlh+0mYNGgR1TeWVAw5GM/e68Y710dIGLmiiigAqldazptjfW9ld30EFzcgmGOR9pfBwcZq7XNxxahNLqz6hoolaMvHaTBo3aaIkFVCtwMHn5vSkNHS0mao6R/aX9k239rrbrqGz98Lckpn2/DFXqYhk0EVzA8E8aSwuNrxuoZWHoQeDRBBDawJbwRrFFGoVEQYCgdAKfRQAUhpksqxRl2IHoCcZPoPes3Q9Q1C/skfU9NFhclA/lrMJFIP5EEdwRx6mgDTPSs/V9Lt9YsDbXUe8K6yx4bbh1OVPfv6gitE000xGHpCNd6ve6nNo8mm3AAtyX2lpxjduJUkMAxIBz09K3M0CmmhIGwJppNNLYozmqsIzbXVY764kjigmEaTSQea4CgumMjHUZy2OOdpPcZXV4p300x2+nR3zu6jy3ZVCjPLZbpxnpz6U77HcjWheC9P2XyShtTGPv/AC4cN16AjB9a0UPSjWw/Qp3p+dPoaoXkgisLhz0ET/yNX7376D2NYuvS+VoV4R1Me0fUmol1NodDjNPGUWuhh4QY61iWK7VHFbcRAQeledLc9eJIzceoqrI2evFTyNwapzN1OagtEEpyetdf4IsysU92y8NhEP6n+lcjHG9xOkUYy7sFH1Nep2FoljZxW8YwsagfU9zW1GPU5cVPTlLVLSUV0HCLRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABSUtFACUUUUAeaeLD/wAVJc47BP8A0EVDZL+7BHfmpfFHPiO6Puo/QVHa8IK5J/EelS+BFtj8p4qncvhODVqQ/LxWfOxLUFlZugq/olt5t4ZyPliH6ms5yM10ujweRpqEjDSfOfx6fpW9KN3c5sRK0bGpHcy2dnPNDayXUw27IIiAz5OOCeOM5rYQ+ZGr7WXcobaw5GR0PvWVHprSTCRbu4hPktGVTbj5sc4IPIxx9ec1o2VnDp9jBZ24KwQRiOMMxYhQMDk8murY816kwpQOlFVdShubjTbmGzmWG5eMrFIwJCt2JxTJI9O1SHUjP5UVxGInK5liKiQZIDIejKcGr9ZdvYXi6lHeXF9uEdt5PkwoUjdiQS7Ak854AHQE8nPGnSGLS0lFAEN5e2un2xuby4it4FIBklcKoJOBkngc1OrK6hlIZSMgg5BFYOsLNdaxp1hNpb3umygyySADZDKjoUL5PTG7jnOKsaELtILiOazitLVJmFnEqhWEXbco4HOce3UCkM1qXNJRTELxSGlqteXcNhZTXdw+yCFdztjOB60ATg0ua562vdXsryaXWJ9PTTprlktvvJIik4jBP3W3fhjPeuhBzQBn6zpn9r6ebUXM1q/mJIk0ONyMrAgjPHaoH0VZtWsdQnu7iR7GMpEOFLFuGZyAN2ePl4HfFa1HegLgaaacaYWUMFLDc2cDPJx1oENJxWbr8kUeg3Uk9zNbRKq754W2vGNy5YHtjufTNabCo2AIKsoZT1BGQaoNilp91FeQukc5maBhG8hAG8lVYNxxyrKfxq2RinjaAcADPoKawwaaExtRtcGO4gh8qRvN3fMoyEwM/N6DmnZIPWq17ZyXhhVLgxRqT5gC5LDjGD2IIBBpghbw5m/CsDxMwGiuvd5EA/OukuoyfmxXJeKXz9jh7Fmf8uP61jUdkzqpK8kjKs48IK1VUCMDHbiqVqnyr71dYEHrxivPZ6pBI2DiqkjZqeYk/Wqr1JRu+ELP7RqxuGHywDcPqeBXoVcz4Ttfs2mByPmmO8/Tt/n3rpR0rshHlijy60+abFoooqjMWiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACikpaAEoooPSgDzDxG5PiC79N+P0pbbiNaj10bvEF7/11NS2wHlg1yT+I9On8CHykbfas2RsvxWhO3yYrKkIDE00UEMZubqOEdXYL/jXbRRgyJGvTgD6VzHh+HzL55scRL+p4/xrr7FN0rN/dFdlGNkediZXkW4ZFN1JGOqopPHrmnXN7bWZiE8yo0riOJSfmdj2A70QptkkbcWLHPPYen4VU1e0uZ4Yp7CGzk1C2cvbm73BVJBB5XkZB9x7Vqzk0LFhqVpqccslnN5qRStCzBSBuGMgZ69RzVuoYIRBHjO52+aR8YLtgAsfyFS5oELQSACSQABkk9qSs3XbBb/T1Di4kWGZJzDARmbac7CCQGB9CaQzSDrv2b1343bc849celOrmtEtbTUNWm8RRafcWMzCS1KzxlHlUEHeQeRzkAe1dJQDFxzQKSloAdSVm65cala6RPNpFpFd3q42RSPtBHc+5A5xkZ9aoahca3DNpos7i1uF3xm7iMBEskbNtZ15wqjI7E+9ILHQ1XvbKDULGezuo/Mt50MciZI3KeoyKsfjSfjTAxn8L6O+mQ6a9pusYmD/AGdpGKSEYxvGfnwQDznkVsKAAAOAOBQaTOKBD6Sms6ohd3VVUZLMcAfjSCWMsFEqFmXcFDDJHrj0oGPrnNSjtb7xNBa32n3D/Z7cz2t2iN5cTHhiWH3WGwY/3q6Kk70AmZ+j3txqGlw3V1ZyWkr5zFJ1wDgNjqARyAeRnmrpFOpDVIREcg1HcTNFbtKsTSlcHapAJHfGasEZ61BPGJIpIySA6lcjqMjqKYgYDFCn3qOztfsllHb+dLN5YxvlbLH6mnjg1SAsNHuhFcN4my2rQQj/AJZx5/76P/1q72I7oiK4O8kW91y4uFGUVtin1A4/xrlrO0bHbhleSYltCUTLUkzbferBI6VUnIPpXEz00iBv0qukbT3KRKOWYL+dTP8Adq1oUPm6zCcZCEufwFEI3kkTVlyxbO7so1hRIkGFRQoH0rSHQVnwfeq+vSu+R5KHUUUVAwpaSigBaKKKACiiigAooooAKKKKAEpaSloAKKKKACiikoAWkoooAKKKKACkNLSMdqkntzQB5Zq7CTXLxhzmZv51Yt8iEVnyN5l3I55JcnP41ox/LCMVyS3PUirRSK90+M4/KsqV8KSTV28cj0qhFE93dwWqctI3OOw7mqirsUnZXOn8OweVpnmkfNM278BwP6101iuIGb1as6ONYYkiQYRFCqPYVq2q4t4/cZrvgrHk1JX1FgmaWWcGJkWN9gLfxY6kD09PWrFQwQLA0zBnYyyFzvYnGew9B7VNVGQZqpLqdlFcyWz3C+fFH5skagsUXsSADjPYdT2zVysu/s71b2O60tbOKaYrHdSyKd/lg5BGOGIycA+vWkNFzT7+31TT4L60cvbzpvjYqVJH0PI/GrFNhiit4VhhQRxoMKg6AU+gAopaKQhKK4yaGO7k/wCEdl1a8m1gTPdmUF4xtVgVLAYBXG1cLxn3rtGOWJ9TQMTAIwenpWVp/h3TdL1G4vrOF45p0EbDzWZFUHdhVJIUZOcDArVBpc0CDtR1orM1vWk0W3gka3lmaeZYUCcKGPQu54Rfc/SgaNMimnjtWXLrEsGvWmmy6dOsVyGCXZZfL3qpYpjr0B59q1jQDRj6/otvrVlGk6SObeVZ40RwA7LyFYH5WB6YPFZmmxQaz4nk1Q6Pd6dc2C+UZbiEI8+9CCuQSCq4UggkZNdQeKUNnAphcXtSGlpDQIbUF7O9rYz3EVtLcyRxl1gixukIH3RnjJqcmjPFMDDTVdQ3aVJJYRC2uwomdZW3ROwyo2EZwOhJx9BWweazl0SJdeGqrd3hYI6iB5S0QLdSAeR9M49hWkaEDEHBrO1PWdO0qCee8uVjWADzMKWK5BI4AJ6An6c9K0Kzb+xllnUQwwG1umK6gXYhmjEbKAB0PUA9OKbBEmpagLPR5po2+eRQsWPU9/yrlrVBHEB3xk1Nq18t7dJHCR5EPC47n1+lRR5HX864a87y0PWwlLlhqPJ5zzmqkxwfWrDkDrVWVs1znWROQRitzwrHme4lI4ChR+dc+2eR+FdX4ZQCzlcfxSfyFbUV7xzYl+4zoofvCtBfu1nw/eFX16CuuR5o6lpKWsygooooAWikpaACiiigAooooAKKKKAEooooAWkoooAKKKKACiiigAooooAT0qpqVwLXTbmY/wAEZI+uKt1h+K5Vi0GYE4Lsqj35obsioq7SOAVSXyfzrQjGYSPbIqjGCUz096vQsFRQa476nqtaGTeMShbtV7wtb77q5u258tRGv1PJqpfRny3A9TW54YiEehxvjBldnP54/pXRRV5HLiXaNjWb261sQjbGg9FArKjXfKi+prVRccZ/CuyJ5syHUJp4bGY2io96yMLaN+jybSQD7cc03TrieaFo7w24vITtmW3Ylc4yCMgEZHOD+tF9pVnqRtzeQib7PKJogSQA4BAPHXr3qa3s4LXzWhjCvK5eR85Z29ST1pEliikzRu9qBC1Qj1rTn1eXSlu4/t0SqzQHg4IyMdjx2HNXS4xwDnFc7Bba2dOgVktLfUGuA0tyH83CA9SCg3My/LgYwP4uBQNHTdqKTenrRlT3FIQhxnPfGKKUgHuKNtMBM+9FYGpNd6jqsdhYau2my2rB5vkRmmDJlQqtnKg5z0q9pWqw6g11aiTdd2Unk3K+WUAbGQQMngjkYJpDsaVNlj82F49zLuGNy9R7j3paWgRkaXpF1ZXl1PfapJqLyMvkmWFUMQUEY+XAJO45IA61sUUtAxpFMORVDVde07RpbWK+kkjN0zCMrEzgbQCS2AcAZHJ4rQRkmiWSNw6OMqynII9adxWAHNZOo/aoNVt72TUVg0uONlliI2/vD91y2DkDpjgDg81qlSOlGQwIIzngigDE8MySTWE041J9StJZmktrmUguynhgdoAwGBxgAYrapkUMVvEI4Y0ijXoqKAB+Ap9NAxppm7FSHimYzTEUr7UvscsEf2WaXzQ5DJgKpUA4JPQkE4/3TWFrOvC6BtLJj5LcPJjBceg9qg8Q6ubiZrKBv3KHEhH8Z9PoKyIBg7uPQZrlrVvso9DDYbRSkW40C8ZqwGwtVQcc5FSbsjiuJtnpWsEjemKrOcEmpW5HWq8pODihA9hYYZLmSOKMZd2wK7qwtEsrRIEOdvJPqe5rnfDMKyXkkp6xJwPrx/SuqFdtGNlc83EzblyliH7wq+n3RVCD71aC9BWsjmQtLSUtZlBRRRQAUtJRQAtFFFABRRRQAUUUUAJRRRQAUUUUAFFFFABRRRQAUUUUAJXL+OM/2Xb+nnc/98muorkPHFwNtrbD3kP8h/Wpm7RZpRV5o5a35THpVxRhRnrVOBtq5FWwQV61xnqPYr3qFoH2jnFa/h8p/YdvGnWPcjD0OST/ADz+NZjNkNnHvTvD1wsN1PaufmlO9fcjqK6aLs7HJiItxv2L/iOeW28N6nPCxWWO2dlI7HHWvAbT4keMdPCiDX7mRVAws+JB+or0b4x6tc2Wl6fZwTSRLcO7SMjEblUAbT6g7s49q8RLrn+H8q6bnDY9Fs/jn4ttxi4i026x3eEp/wCgkVp237QerI/+l6BZSJ/0xldT+pNeRl1z0H5UnmZyBn8OKLsXKj3SL9oO1Kjz/Dlwpzztu1P/ALLVgftA6Rk50S+x2xIteA5JNLRzMXKj6Ej/AGgPDZx52naon+7Gjf8Aswq5D8d/B0rAONQiHq9uP6Ma+bqQgHsKOZhyI+q7X4t+BbsALrkUbHtNFImPxK4rYtvGPhe+IW21/TJWP8KXKE/lmvjvYtIYge9PmFyI+3I5YJlBilRwehRgak2kdyPrXxLb3V5Zn/RbueDnP7qRk5/A1s2njnxdYMrW/iDUAR03Tl//AELNPnFyH1wLC0F8179lg+1sgQz+WN5UdBu64qaGJLaIRQRpHGOiqMCvmC1+NPje1Xa97BP7z2ysf0xWrB8ePFUOPPtNOuB3xGyZ/I0cyDlZ9Hb3HVQaPMPdBXz7H+0Jq4I83QrJl77ZZAavL+0P8w3+HTt74uef5UXQuVnuvm/7FLvB/hrxaP8AaH0w483Qb1fXbOh/pV2D4/8Ahtsedp2pxfRFf+ooug5Wehx2upp4llut1q2nMoZN+8zI+3DBeyqcA98+lTaJb6nbW8w1OeORnmZ4o48t5KHohc43Y9cD6Vwsfx28GOPmbUUPo1oP6NWhB8ZPA0wy2sGL2lt5B/IGloFmd9le+aadnbNccnxW8DythfENsT7pIP5rVpfiL4PflfENgPrJj+dMVmdJxRxXPjx74SbkeItN/G4WnHxx4Uxn/hItM/C6Q/1qhWZGmqrHdarfHU3mgtt2/T9ke+LYdrEZwecBhk4O6ptU1qGPSUntmPmXMYaEMpVgCPvEHkY9+9U/+Et8FHziusaNmYhpcvGPMI6FvU8DrXO318up6jPcxyiSJ3IjcHIKD7uPwrGrPkjodOGo+1nZ7Iqgc4JPJ5J71ZRemPpWfdTCJh6AZJq9aSCVAc1w3uezy2LaDIwSaU8A0vbIPQc0wneeKTENdsAGqsr81LI3y/zqrI25iT3pIGdF4Vb9/MM9UB/WuqFcr4UXdc3L9lUKPzrqhXoUfgPJr/xGWYPvVfXpVG361eXoKqRkhaUUlLUDCiiikMKKKKAFooooAKKKKACiiigBKKKKACiiigAooooAKKKKACkoooAK858WXJm1uVc8RKsY5/E/qTXop6V5HeztcX00znJdyxP41lWdo2OrCxvO4sT4XHrUxlwAo61WU8YFTH5BwOfWuY9ADId5B7jFZl7LJaeXcxH95GQy/WrrsGOOhFU9Q2tbMD1HPNXFkSRwfxU1tNY161jhfMMFspx6M/zH9Nv5V582e1aOsyFtXu8/89CKzia7lqrnkyVnYac03PNOJ60080Ehig03kdKA+OtACkUYpQRRQAlFLRigAooo70AJTupxSAfNT8e3FADMUvHFFGeB2oAbtFJtGelOFFIBMD0FG0egpc9aTNAC4HoKQqPSl4oBzTGN2j0pe2MD8qU0UgHRRS3EyQRjLyMEXjueK+g9MtfIsIIgB8qAfkK8e8Daf9u8Qo7LlIF39O/QV7bGyxwD2HFc9aXQ78HDRyOc8TyeTbqqsVZmAH51t2MZWPgY71yviCaS81awtoQC7TA4PoAST+GK7i2UC2XI7dfWsbaHa3rbsBJWPNQiUq2fWppCCpGRmqSkFmXrjkfWkDWlxzZZyvQHk1AzfvParDYSQ981VZjuCgdT1PamkZvY6/wpFssJn7vJ1+groRWN4aQrosbH+N3cfQn/AOtWyK74K0UeTVd5stW/U1eHSqVvV0dKJGaFoooqRi0UUUhhRRRQAUtJS0AFFFFABRRRQAlFFFABRRRQAUUUUAFFFFACUUUUwILuXyLOeX+5GzfkK8hLbmJ9TmvR/Ft61loUuwAtMwi69Aep/KvNkI34Fc9d7I7sHHRssx8DPfFNkmCjrg0jnYh55rn9V1E2q72PCnLewrnO9R6m40mSrLVHUnxbl175plvMSjdxkEGs/XL/AMjT5nxgBx/KriTJWPJ9RfzdRuXHeRj+tVTT5G3OzepJqEkjtXetFY8WTu7ikc4pKaWOelLuFBIdsCjA70vFJQAwqQeKXJ70v8qMA0gDNGaTFGaAHUUmaM0AOX71L2pq5yfpTj0pgJk4o9PXFFIfz4oAMik4oxSYpAOwKOM0yjmgB+BRimZppY0DJTSVHuanKryMFXlmOAPegD0/wJpr22lC5MeTcHdnBzjtz9P513M1x5dk5J4AyCap+HdLktdNtVkjIRI1G70wPrUXi6+h0+ykfIOF3YHUnsK45Xb1PapKMYJdjC0AS6v4tubhAGtrSPyt+eN7EE498DFeiD91DsPTFYHg/ShpWjQxEDzZMyy+7tyfy6VsXUpDBR1I6UnvoKKdtd3qVbqUqCRxUdsDgyN+FRwQNf3hLE/ZoOGP99/T6D+tWbh1jAVevpSsXe+hFdShSvTiq6y5XefXiq4DXMpJYlFbBx0JqxbQtqGpx2UQ/jCsR0Hr+QqkuhE5K1z0TRk8vR7NfSIfrz/WtFetRRosaKi8KoCgew4qVetd60R4rd3cuW44q4KrW4wBVoVMgCiiipAWikpaQwooooAKKKKAFopKKAFopKKACiiigAooooAKKKKAEopaSgApDS0lMDhPiBeMLi0tB90KZD9TwP61x0D7pPftXcePdOeWCHUYwSIRslA7KTwfz/nXARbln29xXJVvzHqYVr2asakihlJJPAzXL6hJb6hOtlAq3NzKfLSJCNzE9v8A9dddER9nYj71Y+jWcU3jm0MjpH5IeZR3dgOg/PP4UoRUpJG9SbhByK+kxSR25hmGJIyUcZzgqcH9RVTV7UXbwWhHE1wit/uk/N+gNX7SXmebcNryu+4njlif61lX12qahDg5CtIQ2c/MInNEF7xFVv2bfkeSSgLK4XO0MQM+majzSg5QE9wCaaa7jxxQ23PQgjByKYQDS0UCGEMvI6UocE+h96WmsoPWkA/ORijFRfMvuKcHBoAfSYozRQAmKKWg4oAVe9OP1qNeQaUnHFABSnoaSlOOaAEzScml/CigBMGgrS80uKBjQtLtGKXFHbrQAla3he0S98TWEEmNhlBIPfHNZJNbGkeHdX1KSOe0VoAGBSZiRj3Hc0pOyNKcW5Kyue/xz2tnYzyyOEGwKue474Fea30F74u1YSRSCLT4JA5kYZ81gc4Udx71f0/wzqMlyra5qb3cSr/qgu1WP+16j2ro3RbdAUUKo6ACuVy10PX5br3tLmhBKEjBc4NVbqZnZUiwZpW2R+3v+HWs970MCu4gd6vaMVIe+lwMLtjycDHc/j/SpSHLuarJFp1ikMQ4UdT3Pc/WsdzJezeRFlXfl3/uJ6j3PQU++1BCudu9s4RR1dj0FWorc6dpxDENdS/NKw9fQew6Cn5mb7FO5ZLRUhtVAcjy4l9D6/gOa6HwfpqQGWfqYx5ak9yeWP8AL9a5qyY3N084G/B8qHHc9z+fH4V6LplmLCwjt85YcufVj1rWjG8rnNip2hyrqXhUsYyRUYqeFctXWeaXoRgVOKjjGBT6zZQtFFFIAooooAWiiikMKKKKACiiigAooooAKK+If+E78X/9DXrn/gxm/wDiqP8AhO/F/wD0Neuf+DGb/wCKoA+3qK+If+E78X/9DXrn/gxm/wDiqP8AhO/F/wD0Neuf+DGb/wCKoA+3qSviL/hO/F//AENeuf8Agxm/+Ko/4Trxf/0Neuf+DGX/AOKoA+3aK+Iv+E68X/8AQ165/wCDGX/4qj/hOvF//Q165/4MZf8A4qmB9umkr4i/4Trxf/0NWuf+DGX/AOKo/wCE68X/APQ1a5/4MZf/AIqkB9sXEEdzbyQSrujkUqw9jXjV5aNZ6g0b53xu0Lfh/wDqrwz/AITrxf8A9DVrn/gwl/8AiqqS+JtfnkaSbXNSkdjlme7kJJ6ckmonDmN6Fb2bPo6Nd9vgHtXGX/maf4lt75TI3l5wgPAPf9DXkg8S68Bga3qWPT7XJ/jUT65q8rbpNVvnPq1w5/rWcaTXU6XjINWaPaooZY7eIIikKoAJxXL+JpprW283JLb+M+4I/rXn41/WQABq9/gdB9pf/GoJtTv7lds99cyj0eVm/macaTT3FUxkZR5bFs8AD0pprP8ANk/56N+dJ5j/AN9vzre5wF+jFUPMf++351cQkxqfYUAOoozikLCmICaYV7in5BpMEfSgY0MR1p2c0hANJgjGR1oEPpDTc8UUDF7UZ/GkUkZoPWgBwOTTt2KaDSHmgQ7dmjdTcUu2gYbqXcaTApeKAAZNGKXjNFAD4mjjmjeVd0asC6+ozzXsFl4l04Wkc1q6eXjHyjpXjbDKketbeh6/DpcBt7q0adMnaynke2KznHmOnDVfZuz6nqJ8RQNy0q465Hampf3uqNtsrZinQyyjCj+prhbfxnpEZbdp8oOflJAJ/nV9viZHCirbQTuOhDEKFFY+zfY7JYim1e52X9iJEgkvbpp37oBtT6YHX8aJ9R2jy22oo6Ba4v8A4T6C8XE80sK91VDk/iM1XHjjTbYFoLCeaTsZWCj+pp8jZH1iK6noGnukUwvLoHIBEKN2Hr9TWvFY6hrrSeQRFHtxvkztB/Acn6V4jeeMdY1K4UecLaJnA2QDHHuepr6J8CSNN4J0p2JJMbDJPo7D+lawo9WYVMX0iiXRfDKabJFJNKsrQjEaquFU+vPU10QpgqRa2jFJWRyTnKTux61ct1qqgycVoQLVMksAYFKKBRWQxaKKKACiiigAoopaBiUtJRQAtFJS0gCiiigD4BooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAq/H/q0+gqhV9P9Un+6KaAUj2pCM9qWkzTAYUHY0mHXoc1JxRQBH5gzhhg044bvmgrkcjIqMxlfuNj2oAcQRRmo/NdfvD8acJAaAHA4NKSD3phNBPpQIkwKUECoDuPajbJQBY3CjcKg8tz/ABUoi9WJoGSl1HejehpqxqO1PCjsKAE3rS5HpShRRgUAGR6UvB7UmKUUAMaNW6imeR6GpsUtAFfyyO1JjBqzigqD6UAMthuuYx/tV9Q/Dpi3gLSsgj5HH/j7V8y20Y+1R9uf6V9P+AV2+BtJH/TI/wDoRq47CZ0oqQVGKlWmIsQLlq0Yxhap269KvAYFTIEOoooqRi0UUUgCiiigAooooGFFFFAgooooAWiiikM+AaKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKvR/wCrUewqjUolcKAG4xQBboNU/Pk/vfoKd5r/AN6ncCxRiq/mv/eo81/71FwJ+aMGq/mv/eo81/71FwJ8etMaIHpx9Kj81/71J5j/AN6i4DirD3pocg9KXe3rTGJLUXAlEwx0p/nKfUVXU0u9vWi4FoOrd6XAxVPe3rTlkf8AvGi4FvGKWqvmv/epvnyf3v0FFwLgpaqea/8Aeo81/wC9RcC1S1S8+T+9+go8+T+9+gouBdpao+fJ/e/QUv2iX+9+gp3AvA0tUPtEv979BR9pl/v/AKCi4GtaDNzH9f6V9R+EI/K8H6Op4JtI2/MZ/rXyTFdzpIpWTB+grrbf4p+M7S1igg1nZFEojRRaw4CgcD7lUnoKx9TCpUHNfK//AAt7x1/0HP8AyUg/+Ipy/GDx2Omu/wDkpB/8RTuFj63gXpVqvkSP4zePx018/wDgJB/8RSf8Ls+IX/QwD/wCt/8A43UOVwsfXtFfIf8Awuz4hf8AQwf+SVv/APG6P+F2fEL/AKGD/wAkrf8A+N0rgfXtFfIP/C7PiH/0MH/klb//ABuj/hdnxD/6GD/ySt//AI3QB9fUV8g/8Ls+If8A0MH/AJJW/wD8bo/4XZ8Q/wDoYP8AySt//jdAz6+or5B/4XZ8Q/8AoYP/ACSt/wD43R/wuz4h/wDQwf8Aklb/APxugD6+or5B/wCF2fEP/oYP/JK3/wDjdH/C7PiH/wBDB/5JW/8A8boEfX1FfIP/AAuz4h/9DB/5JW//AMbo/wCF2fEP/oYP/JK3/wDjdAH19RXyD/wuz4h/9DB/5JW//wAbo/4XZ8Q/+hg/8krf/wCN0DP/2Q==", "path": "002894.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002895
Men Tshirts
{ "bytes": 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", "path": "002895.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002896
Men Tshirts
{ "bytes": 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", "path": "002896.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002897
Men Tshirts
{ "bytes": 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", "path": "002897.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002898
Men Tshirts
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"path": "002898.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002899
Men Tshirts
{ "bytes": 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", 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