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.
000500
Men Tshirts
{ "bytes": 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", "path": "000500.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000501
Men Tshirts
{ "bytes": 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", "path": "000501.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000502
Men Tshirts
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pOsZOTEW/gP5frWXLCT2NFNrqe+2l/bT2Mdy5VQV5/EV534z+I9xo97Ha6WkBlzlxIu4KvoR6muOtfH88SGF1JjW3AC+rgY/niuS3/a75pb65kQy5ZpQM/N/h2rmp0febZvUq6WR6tZ/GwJbkXmjZlA4MEmFb8DWVq3xa1jUYyllDDZRN1kBLt+vSvNTuTGCMZx0pglaJzuPyE8j0NdKpQTvY53UlsaU91NdTPLPM8sr8u7HLGoee2aj3DPHSnA56V0K1tCAPvnPeo1cs+78hTJJCzbV6DqaenA6VO7AsW88lrcJcQSvFMhyskZwyn2Net+EfjTeWey08RRm6h6C6jGHA/wBod68f75704MQfrScUwPsPRfEOk67bibTLyKdTyQDhh9RWuDXxfYaleaXcLcWVzJbyqfvRtivVvDPxqvrdo4NbhW5hHDSp8rgeuO/0rKVJ9B8x73RWbpGr2WtafHfWE6zQSDhh1HsR2PtWiKyKFooooAKa/wBw/SnU1/uH6UAOooooAKKKKACiiigAooooAKKKaaABqZLKkUbPIwVFGSxPArJ1bxJY6QjeZKHmA4iU5P4+leea34ov9Z+QsYbc/wDLJD/M9/5VDmkc9XEQp+p1mo+P7G2Zks43uHBxnov51yGqeLNV1IMjzeVEf+WcXHHuaxScDr06VGeetZuTZ588TOWgpfP401VDyIvqf0pdhODipYE/fH/ZX+dSczHv1b06UsLb2PbFLIv7s+tQWzMGORxQK+hc55JOKY4IbcOcUk1xFbwtPcSJFGvV3OBXK6h4smncw6Hb7+xuZlIX/gI7/Wi1zWkp35onoek3qSxqQR0wRWmwVvmU/hXnuk30620EzOGmwRLjuwrsNLuluwSrfMByncVyzg0fSYPFqouWW5rgYjU5qRQcCm4yhU4+tT28mVwQOKzZ6FhhQqCajlUsmRVm4fcuB+lRbMgelJAUywQYfAbHNYWrSjhgwwD+dbGrXENpAS5+Y9FHeuOvL1VR7m4JFvGPMYKN2FHWtYQbZw4vGRoq0dWWl3hdw6ntUE0jsNvK57U601Kz1KDzLO4SYAdF4YfVeop5APLc/SulKx8zUlKUnKW5UMROBzk1bhhVBnHSpAnfHFPOABimZsosu2Zx0wc024ihvrdre7iSeI/wuOn+FTXH/H0x9QKYB9KE7bDUmndHG6t4LfPm6S+8f88XPI+h7/jXI3FtcWcpiuYXhcfwuuK9f6nrTJ4YbuLy7qCKdPR1zj6dxXRGu1udlPFtaSPHxR26V2+teDoGge40zdHKoLeQeQ4/2T1zXE+2CD3Hp7GumE1JXR3QqRmroO1N4pSMYoxxzVmg3aaCOKM5ozSEMK03bwakNJQBo6LreraFO9zpN/PaTONrtE2AR7iqtxdXN5dyXNzPJPcSuXkldtzOfUmoV54FEjkcKPm6ZzSshguWZjx14pWVicNgD2py4jGO9N4b19adgE6d80xlVhz0PWnnAPFNOWOCKBCRNsyjE7exp7SFhtUED19aAmOKcBQA2Ncdqm6Ck6dKXNNIBRyaSjdSZzTAeCfWnKT35qMGnA9qAOr8I+OdW8H3RezcSW0hzLayfcb6ehr3Xw38U/D/AIgRIpJ/sN5xugnOAT7HuK+YM4PWpopAMfKDjpn1pSpqQXsfaSsGAKkEHkY707NeL/DX4l7vI0TWpMDAS2uT2/2W/wAa9lUknt9M1yyi4uxSdySmv9w/SnU1/uH6UhjqKKKACiiigAooooAKKKQigBCQB1rhvE/i8xO1lYMM9HlHb2Fa3izWDpunmKJsTS5Ax2FeYNlySxyc5NZzl0Rw4qu4+7EZI7ysWdmJJ6k5JqM4B9/apjyOKbs6nFZHmNkJzTRznjNTlQBn86jKjPXGaAQ/OB0xUYuUtyzOGIbj5VJ/lUhyExUTc8E8UBcSTWbIZXMrH+6sRJ/lVKXVJ3GLS02H/npcnaB9F6mrLRrmhYwMY4PrQF0ZDaW13KJr6eS6cfdDcIv0AqyNPUABVA9BitIJkinBeKdxubMWS0urSU3FkybiMPC/3ZMdPoa0NI1hDcK8QaG7T79vJ973+oq2Y8+n5VTvNOguo8sgEgIKsOGH0Pak9S4VXF3O+sr+LUIPNiwGHDrn7pq2qkcivPNM1C7024QzvvGceYeNw9G9/eu/gulljSROUYZU/wCNctSFmfTYLFqtG3UsbOQTVDU9SSxhzgNI33UHf3+lO1DUEs7YyHB5wq/3jXCanrAjfzZy0tzL/q4UPzMP6CinC5ONxnslyx3LNzdS3LPcXMoUY5JOAo/oKxLjWrWZWtbFHuXYbdyr8gJ65NRmzutTlEuot8o5W2Q4RPr6mtW3tEiUAIFA6YGMV1JWPnZzu7yd2Y50WJpBLGDFJ/DLG20/nWrby30Q2zYnX+8flb/A1bWPngYp2zH5UGbm2C3sOAGLof8AaQ/zqQ3tt/z3TH1qFkDCoynNBJLLKk0wMRDDZyRTepo/h/ClBPpigQHimnnvTyePSm7Oc0ACnBGCRz1rn9e8Jx6pvurACO8PLx9FlP8AQ/zroNuKUHGOcds+gqoTcXdG1Oq4O6PH7iGS3nkhnQxyx8OjcEVCeK9Y1zRLfxDa4YLHeoP3U+Oc/wB1vUGvLLi3mtLiS3uEMc0bbWX0Nd1OopnqUqqqLQhAoxinU2rNRCc9KQijODSg5oAVAcnGAPekEUr/AL/yZPKU7TIR8obHTPr0/Ol4CtnNaL6vJc6Dp2lmJY4bOSWTK/8ALZ3Ocn6AY/CkBQc4wvVuOKCpA6Yp0bhZWcgscFUHue9NY4UKR9aoCM/eJp6LmkRe9SUkgExS9KQk0YJqgDNIKdt5pQmKLAJRinEYFJ2p2AMc0fjSE0gyTSAkAyacTlqUDEZOeabkBc+tMCaKZo3UgnOeOa+lvhV4qbxH4bENw+68s8RuSeWXsa+YgeK9K+DWrmx8aRWrMRHdxmMjPBbqKzmrxBbn0lTX+4fpQPrQ/wBxvpXMWOooooAKKKKACiiigBKZI4jRmY4CjJJ9Kea5/wAV6h9k0wxK2Hm+X8O9JuyuROXLFs4LX9Qe/wBVuHZiVDfJ/u9qy15pbpsyb+54NMGMgg8Guc8OpJuV2P29TQ4AjyDT8c4HWmsCYzQQQuSAc9xniopB8yAA5Ip0mSyZ/iXFIcefx0UUCCQ5bFNwKUje/J4p2FA60AR7SOcUuPpS4zTsGgY3HcCnAHHSk74waeo9TQAAe2aTapDKecjFPCnk04L3IFAFQxJIjRsMgjGK09D1DyrSSCd8+V824nt6fyrPYiOQtnIz0FUzv+0ukZHmuSy88Ivc/wCFKUbqxvhq8qM+aJPrGrS3N0scKhp+iK3CxL/eb39utVLTTgsrzOxlmbhpW6n6eg9qu29isKM5U5POW5LH1NXFiCAdOlCVloTVrSnK7KywhBgDipAtTbcCmkD0pmQzHpSEU/v7UnBoAiP04pDgipCB6U1l7CgCPmgbs9etLg7sdqG4TIFACuTtHvTh3pmCdn1qRBlmB9aAFVQVz74prL3FSADyQ3qc0rLwDxQBXU4I/wA4rk/H2nLIkOrRj5jiKfjr/dP5cfhXWNgdvrTpNPj1PTrixnxiZdoPoccVdOXLK50YefLO54vzjpj2oIqa4t3tLqW3mBEsTlGB9qir0eh66GYozTsUnApARuxCnHFTIMRgY5HWmYBYAjj0p+5lA4xxQgFCHI5xSOOcU5ZcdRSAhmPHNMBVHFLtpcjFGaoAAx2o4ppPPFLn1oEGaXNITQKAAk4pDTiKQ0DG09Rgj3pi8mpYyGkz2FIB0p52jtUOdz8dBQX++9NU4UD+I0NgiTq2a3fCN61h4p025BxsuFP4HisNuFxU9k5iuonHVWB/WkB9pDDcilf7h+lVNMl8/S7SbOd8CNn6gVbf7h+lchY6iiigAooooAKKKKAEPSvOfFt99p1R4w3ywrtH1716DPIIoXkPRQTXkV7Mbi5llLH5nJrOo+hx4yVo2M+bDE0yLBUqeop8nXtUTkK4kA4PWsjyWWkb5s+tI3DkdjUan5snjtSzNg7vb9aBFfjz4e+AakfO4oANzfoKgR/9ITHUVK7HcecDv70AOVB5mwHOOtLIp4AXFLCCEMh+81KxJoATYcUbSOM05BxyKcVz0FAyMgDvmjAz0P4U7bjtTivOc4oAbt59vrSh1HJ5ApCvTL0ixbj7ZoEVbiQNJgLgMBzWfZ28/wDa8k8yCONhgZP5CtK5UNNgdFQZq8qo1uA6AggdaaY7jCx+UZyDzzUgAwWNVHt2ilzGWHHQ9KtRk7RuNIQvBphU4zjIpwwc5/Shj6cUDIihI44puCvap856ikwCfSgCA4x05pOh61Ntwc0bc0AQhRz1o8vMZGetSgBWwR19abP8gVh260AQRjKL/vYxUiECaQYpYz854G3gioFkLTs3TKGgCaPDRxLUvUYxjNQxHAXjkLmpc7toBx6n0oArsNxJPIHAqWNtpUjr60hHJPGOlJzxQVE4b4g6aLfVodRjAWO7XDe0i9f0xXHY9K9X8X2X27wrOw5ktSJVP44P6H9K8p7130Zc0D16EuaCGmkzgZp3egitTYaoJcHoRUzl+MjP0piHB9qkLbh0ppAMJVuq498UxeMmpCxxjNIcHpRYApcd6QUopgIfWjiloJzQIO2acKO1AoABzTWzTxTTQMavyhjTlJWEnPLcU2Q4SlcgKqegzQBGwy6rngDJpycuT6dKjB656t1p/wB1QB1NSA9cu3sKngx5gNQfdXHeprfrk9+KEDPr7wk5l8JaU5Oc2yfyrYf7p+lYXgr/AJEvSMf8+61uv90/SuV7lodRRRSAKKKKACiiigDL16XydGuXzg7MfnXk8hwa9Q8VOE0G4B6tgD65ry1zlue/Gaxqbnm416kDEbeOcH9KY2Gix/dPP0PSlLbJACOOhqJv3Tkdun1FQeeIs2GCnvx+PrUjSAp1z6Gq0oDDbkgr3Hp61AZSwZRxIOSo6H3FAJAkuJVXODvINWI2MnzMerVleev2wHPDEfgcEf4VoCTAAHHYex9aCmi6JznAGT0I9KmXcfvVXiURKPU96njJJ6YoJJFX8qeUGMihRx2pSKAGYxyBS9QeKd070EZ6GgCIjGcinr2AFLxnrmkYqG68CgRXCAzTsWA5AAqwHIj27c4PaoVGesZySTn+VSIEDclgKAHCT96xODxgZozz0qIqAxC5K54PpUinHrQIkAJXgYppTuetOXkYJIp2CB1zQUR7QT1oIFSMV9DTT3xQA0CkIGefzp2MdaRiDwKAGHjBzkVHL8yEetOZuMUwuOeaAK9rKuCG6xkg0wkASEEZztFRu3l3wxwJF/UVXEvzkZ6nIHvQOxpIzFiq8ngCpzhSFHO0c+5qsjiCP5j87Dc59KniHBZvvHk+1AhWXgelJgfhTwM5JPAphzmgaZI0QubWW2YZEsbJj6ivEXQxyMh6qxU17dbnEi855ryDXrcW2vahCOAszfzrqw73R6OEejM7iil9KPWus7RFp46UwcVIBkU0AhA9KTkGn496Z0NACmgfSjqaUUIAoA5o+lGaAYvApQRSUYpiCj60HpSZoAjmOcCmvISvTJPamzH5l5pgYu1ZtjJF7k/WnrzlzTB19hTly59qAHj5myfyqaD5p1XsOTUBbA2jqetWLXCsP7xpoGfWfgJxJ4G0hgc/uP6mujf7h+lcd8LJxcfD3TCDnYGQ/gxrsX+4fpXLLctDqKKKQBRRRQAUUUUAc34zONEOenmD+teYydMg/SvRfHUhXTIFBwGk5/KvO8EsVz7isJ7nlYz4yKQbohIBwODUJxIm0/fUfmKlRgj7G+61MkiZXLL1HIHqPSpOEqtz8hOGXoaqTxswHO1x9xhyP/1VpsqTpu6eh9DVSUEbg4yR39aBpmJ5oW58xl2uvyyIex7N71qWMqTp9oBygOB9ay9Qj3FXzh1+Xd3+hqfSryOeLyQcPEcMP50zW10bisX+Zh36VaVuOO1VIioHWpRJ2FIyLkY4ycfnUhIxVVH+cdMD2qZSpJ7e9ADicigNwcDmg/WmlgKBDsfLxzUZA3Yx7inHjoabkE9eaADJ3EngGjzMdc9aaQSuCc0bcDrQA7JOTmlXjnNM6+1PDHHSgCXJ2ZFAJz1qPJFKCeCTigCTdjr1ppI9aaW703IoGPzx1zUTNgdacW44FRMw7igBrH3qJ/XFK3sc1C5+U80DRBc/MitnBRgc+g/yazEuttxuP3mYhEHJPvVq9uEhjaRyFUKS2axrGPf85yA/LEnl/b2FBql7t2dDaEzuHZsgkk45DN6D2Hr3rU3bFCrjJrOt5NkYKqS7DCDHarcKkgszHJ6t6e1BkycHPA5/xofHOD0oGchRwe59qRip+g6UCCMneO1eYeMolj8W34H8TBj+Ir01T8wrzXxtgeLbz32H9K6MP8R34TdmCvSjpQOBQTiu49AZ3qRenGaj75p4zikgHZ9qbnnmnE8U3HNMApwpPQClzjtQIOcUc0dKWmAdqd2pvtSnrQAhphODTifemHv6YqWxlW4b5toPOKIxkZx8v86ZLgzsTz7VOg4BJx7VktWMeoBpf9leppVVyOmBTsBOO9WIAoReetSQsQS59OKjHzMKlHCnJpoD6W+CrFvhzb56i4lA/OvQn+4fpXCfCC1+zfDnTs/8tWkk/Nv/AK1d2/3G+lcstyx1FFFIAooooAKSlppNAHC+Prk77S3U9AXP8h/I1xDZD5FdJ41uPO194weIo1X+v9a5z7wwR1rCW542JlebGzoGIIHGKFJZBn7w4zSqC0bLxlajLbCH7HgipOUZIm0ll+6eo96gmZSCSBj1FWmOB6iqM4wuR0PUUAZF4ArsCMjofcVS02zH22W4jJ3IwRvpVq/5U85ZeM+tGkqWg83O1i3X6UzZO0TYQ4Xipocsc4/Wqy7jjdgVYjPGAePWkQyzuAPI/WnpJ69KgC7juOT2qUIAoAFBBLuyfQeuakU5BqHGOv5U9e3J+lADjkd8VHuG7pk1I4zxkYpp4+6OaAHqATwc0beelKqkfjTsetAEZJ9qTB3U5kz2pSABQA0cnk0HAOMUD07E0rZJ6igBjAnpnimnIPWlZjgjPFRN0GD0oGKTn1zTWbIOeaTPvTC5oBAxFV5GHellcKCaqzl2iJiPzfyoLSOd1UTXOq7JiTbIoKx5xvPv7VoWiHcpIyeoHpWd5cy6jJJM+6R1AXPatm0UBux9T6+1Poazehr2sOIyznHqe5/+t7VaAyQB8oHYdv8APpUcIJCk9OwqzsPYcdqRz3EPQqvTuf8APemOMcce9TEBB0+UfrULcDn7xoAan3h2rzbxujL4uuty43KhU+oxXpCv84FcB8QEceJI5CPle3Qr+HFb4f4juwj96xzI5HTmg0o4HWkbpXoHojKUHFN5zTgcGpQD+1HagHIpOnFMBBxmjNKRScDtQA4fXNLTF61Jj1FCAFGeaYSSe1SAYHFRnH0oYDScGmk0rGm96hsdisOZTn1q4gQdQc1oaR4Q8QasvmWOmSzITnIIGa34/hn4yfgaJKPq6j+tZxnFdSuSXY5b5QOlNx/sgV28Hwn8XyddPii9fMuEH9avxfB3xCSPOmso/X95n+VU60FuwVOXY87wT3BP0pSjEZzXp4+D16qYl1S3B/2UJotvhFcSXUcD6ogDEAsIzxUe3p7XK9jNa2Pa/BlmLDwbpFsGB22qMTjruG7+tbr/AHG+lVbC3+xafbWud3kRLHuxjO0AVaf7jfSstyR1FFFABRRRQAlIxwMmlNUNYufselXM+4KVjO0+/agUnZXPKtbuRd63eTBgQZSB9BwP5VRQkNzTGLBiX6nnI70uQwrmPBnK8mx7fLKG7HrTWUDIPQ0/h4wuajHzqVbqvFBmQ5KHB5HrVW45yw4q3IAc9qzrgkDHUUAjE1KRlVyvXov1q7YQ7raIpwSOQOOazr3Mjoo/iYfpzW3BGFjUocAgHig3fwj1gcEb249O9WUcHA5AHtUO1unNTRqVA9fekZk64BBqTcGwAADUIGW9KeBuP09aZJIp27hkk1KH2EZFRKpHpingepoEPHTgU8KeCelMU4GKkHSgByjPNO5AzQMYpcErzxQAA5ByKiYDPA/WpT0wTioiAOaAG7SDnAobpSgjHNN3cc4oGRuCecYqJhxweakLHtTC2eoFAEZz6VGeOc1I/OcMPpVdyRjjt1zQUiKX5uAOKoS+ZG58vNXCx3nBwKjkbI6c0ildGJKZReq0pHzJ8qj0rVsMBgetZN4u3UEZyd7ggD0Fa1ieAPaqZU9jdg+argAAqlbnpVsA4yTSMBr4LDngVA2WJYn6VM44Izg1Gx4wBQMiXhgSBXIfEOH9/ptyAeY3T8jXX9G5rA8dRiTQLeUJny5x82egIxWtB++jqwsrTR55joPTikIwOtOprV6R6ozqKSndqaeKlgSDpR3pqH1p59qaAQGg80hGOaUHNADcnPFPDZPJ5phU9RQvXmgCUn5cDr3qu7HNS54pjjK8DmlIBgNOBwck8DmowcVIvzsqAZLsEH41lJ6FRV2fRHw3hMXh62c8Fl6136Y2iuW8KwC20e1gA+5GB+ldSmNorzru52yQ5jkYqq45NWW6VA/FTIIlKYjFQ2p26hB/vCppxniq8H/H9Dj++KhfEjZ/CztKH+4fpQKH+4fpXctjzR1FFFMAooooAQ1yvji7EWjpBn5ppBj6DmuqNcr4s8P3GseXPbzDdCpAiYcH3BqZbaGVZScHynnJPPTI6GoGTaSYzt9j0pS5BK5+6SCB7cU3OWyKwPDlFxdmSLLt+V12ntjkfnUjAONy/pUQOOMfhQQvOAVPtQSRzYA71mXR49a03EjDqG+tZt3G3OUP4UAjEdl+3JngAE/U4ras/wDUqMZGMViGPfcED7wxgema1oD5ajIyO1BtJ6IvngZzTlb7obmoA5bB7U8fe560GRYBywwKen3u1QruyAegqRWHpxQBOuPXNKOeeKYCpOR0qReaBDgwIIqRc4xUYB7U/B9aAH5NLuPGTUfNLjjmgBzY9ajYnPXNOIGepoOPQ0CGdASeaacEdDSn5vamuW/+tQUN6k5qNgcGpATjOAaXAOR0oArMDjmoXGB7elWmGM559BVdwKCkV2Tqdmaqyk44PGKut8oz61TkAyQKBrcxbtXlvodiliuTgDt3rUsSMdzWPqdw9kEljdldmCAg46nn9K1rNuB7VTWiZtVjaCZuW5GMc1fQ/LxWZDIAOuD7CriOWHCk/U4qTlJWZc89aic8ZJ204BmGTgD2oVFB4H50BchxvxtUms/xNbM/hW+GFbYocD6HNa49qZewfaNMu4MD95Cy/jiqg7STNqMrTTPGCfTpSHpRzjnj2pD0r1D2kGKawwacOlI3NJgNFSn7vFQ4wKkXlMUIAB7GjBplOVx0p3AdyRimkEGn4xzmg9DQAnagEZwaToKaT2pMCKVSje1XdERZ9XtIm5zKpA+hqvKN0We61a8KDzPFVmOytmueo7I0h8R9PaLxaqK30xgc1iaQoW2TH92tpK4EdkhzHINVZM1aPTmq8nelIIlGWo7MFtRgAGRuyafMeD607SlDapFzyKiPxI0m7QZ1gof7h+lLSP8AcP0rvPOHUUUUAFFFFACUxx8rH2NSUyT7jfQ0gPFTCj3U4IwfMbkcdzUr6NNs3wYk9jwaEXF7MR0Ejf8AoRrobQ/dOeSK4m3c6quFp1o+8tTj2WSJ9siMjDswxQXzjJrvJLeCZNs0KuD6isq78M2crbrd2gb0z8tWpHkVsrlHWDucsWBzlqp3LYU4rautBvoWO1VlA7of6Vh3iyQoRKjIRxytO6OCWGqxeqMWLfLLcuBwmGHuQf8A9dae1SFK/wAQzVC3JRXzwzEj61pwptgxx8vH4Ux1FokIi5A54qysXy89KFjxEMilBIAGMCgwsOwc89qUBt3HApw3YwetSKCwyePahCYIAMetSKWPHSm7PnBJ4FSoDzhh60APUUuBnoaRM+tO/GgAz6CjOMZFJj0NO+UAA8mgBucHNIeeadgtn0oAOcYoAbimt6YqVuBUe7Bz60DI+nUUNgjmlk/3qjDdqAEYc8GoWGPc09jUTEigpET8Zqm6k5q47cc1Vk4oLSOR8UTbLi2iHBwX/HPFdFobrcWEUrDLsvNcl4oJfWY0z92Jf5k10PhOUvpoAJJDEfSt5L92mdlaN6KOoUAAEAAVOhOeensahRHkwqKzN6AZrUttB1GcArBsB7ucVhdHFChUn8KKgIHek3evSt+Pws6nNxcj3VBUp0qztx8se5vV+ahySO2lllWe+hziks2FBP0p8m2C3lmlDNGiFm9cAdq151VOEAGOeBis28Bk0+dQcM0Tcn1xSjNuSPShldOCu3dnh7FSzMq4BJIHoKjYnIpwHFNYV7XQzClpop3NJIBjZ6dqch4pCDihRjvQANwaaR3FPdcimL6GkwHK+OtP3qQSKiYY5FKPei4D85FJxRxSd6LgOXGcEcVb8Lr9n8YW+ehaqy8HJwB3JrorDw5fWMWkeI7lXhgu7vybdGGCygZ3Y9KwrfCaU/iR9DaTxbRjvjmtqPFYOitm0iI7jNbyH5a4Edkh7VVk6mrJPFVpcjrSkKJQnxk5qzoS79RZsDAU1UuDgsPatLw4mWuJO2QBSpr3kXVdoM6Ckf7h+lOpr/cP0rtOAdRRRQAUUUUAJUU7bIJGPQKTUtZPiO6FnoV5LnBEZA+ppN2Q4q7seYWmZpXbGNzFvzNdDajYAwAORWHp6AIM9BW9BgKOMelcHU9N7Fkk/wAR57UxpO2eajaTAJJ5qpJcfifamSS3Mg2/1rjtelLRGMfMW49a6OdyU69awSom1TJA2Qwy3DH6Dj+dNaswq6RbOXjAa4QDpn/61bEa/ORgYx09ax9JDPKA2SFUfn/nNa7MVYMF5X9a1Pmaj94slAwXscU3yiKfGw2Z79jT1DNnJGKDB7jVGBxT9oHQ04DjFOAPoKAEXBPOSaeAQOn5UgwDk08H8aBDuvNL25FNH3cjig/d60AGaUY545o25Ap4FACc44pcZxRtwppenegBrDA9ah75xxUzH3HvURYdKBjGHfH6VCSQc5qRj2zUZyM55FAERYnPQ+9RE1M+MYAwDUBJBIPOKCkRu394cVAx3c/pUsmSPrUYXaKCkzgvEbA+IXXsqKp+vWtbwPcZvZrVzlMBwp9e9YGsOJNevG7B9v5AVP4du/suvW79A52H8eldko3p2PbopWSZ73phWONdihQR/CMVsqflyefrXN6XPlFOa3Fk+Xr1rzT0opJWLXOyqc/Q1P5mV9xUEoyCR196TNYmVceo64rKuuIJB6Ic/lWxcJnJ7+lY8+G3KR1HNEPiQ5bM8OBNIfepZ0C3MqrwA7AfnUTCvdWx473G0vak4ozQmAvamd6dkUhHpSYDlPGDTGXBpQcdaccN0oAbwRSY9qTpS5PrUjDFH4UAE0u0/SgRq+HHsU8SaadSQPY/aUE6HoVz39s4r3b4xwIvh/RJY1UJDqCbQowACMAD2r5025yoPJFe9eJL06z8DtI1KRi0sbwFmPdgwBNYVtjSn8SOp0Fs2cWeuK30YCuc0Bs2ERHpW9G2a4bna1csdeajlFOGTTZhjgVLFHcyrg84PWtzw/Hs08MR98msK84JxXU6ZF5WnwKf7tXRWpOIfu2LtNf7jfSnU1/uH6V1HIOooooAKKKKAENcP8QbwiK0sVI/eMZHGeoHT9a7g15T4juGvPFd0ztlIiI1HYY61lWlaJtQjeYlmAoG7O4ADOOK1VPAOMjHJqnbLkDsBVl/kBOSfQVyI7myKZhng8VSLDzMc1LJwy7ieahjUNcMc8CmSJcZCZ/IVjQlY9I8R3jDlLdLdD6Fjz+mK17ybKFQOB3rBuZFTwbqKj/l41OOP8FQH+tVDc5cXK1NsxLKMrDuUkMTmrqkhec59aSOLYicdqc45UZyParPmJP3ieEkVZXGfrVaPjpU6GmJlgDFL1OKRcnkmlOOvFBIuBjmkVhikUZPAyaU56Y4oACcnOMilLgEcCk4xxSgAnBoE2SDpxS98UxQc45pWB3YzQIeCPXNLuXHWozleDSkjONuaAFYgAk4qF+uRUjdMcCmsQVyTz7UDIcgdRTHOenApWx61HwDyelA0MOTwDUT7RwOtSkhwStMOAnQUDRAVbpzTZRtQkjtUwJJwM1X1STyLCeQnhYyaaV3YqGskjyu4lL3tw5Od8jH9aYjtE6upwykEGhlPU0h5r0UtLHuLRHtXh/UBdWMMw6SKGrqYLnpnk4rzPwFdF9L8onJjcr/AIV3yZXGDXlVI8smj0qbvFM2o5srSuc+2aoQz4GOKuK27BxWZqirOMDI9KxJwNzH2rfmAAOaw7mMjJGe+KUdJFPY8Quxtu5xggiRv5mq5rS1+F7bxBfRy9TKXAHo3I/Q1nEV7sXeKPHkrMYR6UbeadyBxQORzTsIbg9aQ570/vjNBx65pWAjJxTlNDYxSUgHOuRxTFODg1IGJ4pHQMMjrQAFgKYXzTduM5pOnNJsZKpOc16tpuofaPgIliTll1Nbdf8AvvNeSh+a7LwxqQl0m20LJLvqqXIHbAH+NY1fhLh8SPctDUx2MYIxgVrRvhsGqVpiO2XHAxUsb/vOv4V57O41oyStMlbI+lEDZWkl7mhkrcy5gZLpFHdhxXYRrtUL6ACuTiUyalAo67wa68da0oGWIeqQ6mv9w/SnU1/uH6V0HOOooooAKKKKAEPSvHbibz9cvJWAG6ZuPXmvYj0rxd8/2ldbRgec3PrzWFfZHTht2bNvJg89R+Qqd3ynUexqpCNqDux6VODkZbG72rlOxopXZbBxkED9aS3JMeO/GTTrnlCDwRnpVSCTBK00ZsL07Y356CucMhm0yCLPy/bpZD/3yoH8q3tScm2J9q52xQuN+DtDO315Iq4bs4MfK1ItcA9KjIDkH0NSZ3AkcUq8YO3JzmrPnX3GgHP+NWFzt6VETnngVIh49KaJLEZGB/ePFPxzxioEHGc1MDxQK47pwDSA9jxRu9ODScigBxpTjg96aQDjrTgcDAGTQA4Huab155pwQtyTilAH50AN37QKA3c/lRJnbx2pqqX68UCEI3NnJHtSt04BFOA7frSMCB14oGV2zzgZqJuwJ/Cp2OPU1C3JORigBgwcgcD1pMjnIp2CeKQgigZEMA88e9Z2vRNcaNeIjFT5eQfXFaZGQfeqdz+8xGRw4Yn8BTTs0a0dJpnlIO4DjHHT0o9qfcR+RcSxYxsciot1eij2ztfAE22W4jz/ABBv0xXqKsDFnjpXkHgaX/icSR5wWQHH0NeuwRjycnnivOxK987sO/dBbgKoPHJq/bT7++M881iysBIkWPU/Sta1A2AZ+lcx0E8zFlI27qyrrPcYxWqWzgFhmqN4ABn14NItHk3j+3MWsQXI+7NFggDuD/hiuUDZFd38RUH2WxYNkeY+B6cCuB55PevXw8rwR5ddWmyQ0ZoUgilwK6DEacGk5pT9KXt70ANIpCAPWn4/OkJIalYBmacOaX8KUYA5AosAFQRzUfbGKc0gBwKN2c4AqWNDdmT0rrPh1arceMrcMciGMyGuTmmMaKQOcH+VeneDdHOkeJEhZcXP2CN7g+jvzj8BWFaVomtJe8eshwVCirNsmXLVRgG4DPNa1uuBXAzsLcfCcVHM+BUgyBVe4I2UpMIrUbpS+ZqynB+UE11Nc14fXdeTSei4rpa6KK905q7vIWmv9w/SnU1/uH6VqYjqKKKACiiigBjGvGldf7SuhjgTNn869huX8u2mkzjahOfoK8PtAWnYvlssSTmuevsdWFWrOkiBKZxtX260/qPlXB/vE1HANqgAkDHepgAeC5x9K5jsKc2ec8is9jtYkdq1LgA5GAMVnTgDOKDNmfqFx/ozewrPsMCwhC5yy5P4nNLrMoS2kI/hGaS1XZaRKRgqoH6VpBHj5pO0UiyPunBzio0xkH3p+0qoX+LHNN2gsPb0qzxVsTcEH5eaUEAYIzTVG7+ImnjimSPjA/CnA+9RkYxingUCHcZ5pcgnrQQPSmnoe1AD85HWpE4z71GvIyOxqVaBCgE+1Ox+YoAwODSgUAIQMVGB83J4qRm+tMPIoAOPf2pr+maeMbfeo3ODjvQMbx0JFRuvvnFOLDGeQRUZJPNADeeppjAAdakznio2PagZE5+U44qoRm9HoqY/OrT88e9QFf3pYH0oNY6annPiK38nWZTtwJAHH4j/AOtWT3rqPGUWLm2mxwQ6fkf/AK9cuRXoU3eNz16TvFM3PB+f7fjxwShzXr9pdGKA7zk9q8k8Ggf2+M9ozXpbyZYAd+K4sV8R34f4S5bqZpTIRzzitaMMkYPTHeqNlGcDtjNaqocccmuQ7ERSHzQOSD2IqrOXEeevY4q0y/JkrgiqczqyMDnB460ijzv4hSIVsIgADl2/kP6VwjDHua7D4gORqNnCFGEiLZ9ck/4VyB4PFezh1amjy67vNiAelOBo/CkrYxFopOAeaUNQAooxSbqaz4ouA8kKOKgLsxPpS7s04YqW7jRFtOetHIPJqRhxkVHkVAHSeCvD/wDwlPi7TNOK5gEnm3J9Il5P+H416roK/btb1XWWUYurp/LH+wvC/pXkngzxDceHvEkc9um/7RG9q6jrhxgH8Dz+Fe26DbC3soIgMbVAxXLXdzooLW50VpGOK1YkwKpWsfCnFaMa8c1zI6WL0FUrt8IavEgKc1kXshBIUiokOCNfw3hoZn9WxW9WP4djC6aGxjexPNbNddP4UcdV3mwpr/cP0p1Nf7h+lWZjqKKKACiiigDO1zjQr85x/o78j/dNeMaehB3bua9n1znQr8f9O7/+gmvG9O44OMetc1fdHZhdmbtsHK4JHHJJq5g7c9RVOItgdMdvernzBQWPPoK5zqZVkXCHPWsy7O3I7YrVmYeZtHIrJvmwpHfFBDOY1ImeWODqZHUH6Z5rThQPhyPlXnFZBfzdciVTyqO3/jprabCRhF6Hqa2itD57NJe+kQscuzHgk8VJGdvfrTGPGCcgU5CGHFM8wmC45Hegg0Dgd6d14oAEIB5pc8nBxTDwQB2oP3TzzTESqSVJ7CmliSOMiogTnBz+FSrzQIlDcemacD05qPjkU7HGQCKBEoYY4pwcCosYxjmlBII4oAkJ4pjcn7uKRm7bsZpd2V5oGN3YGaYxBxg8d6QsOnOaazdhQIibAJ5pAevTPpTiA/JA4pMBTigYgz6dKjbOOnFPx8w5yTTX680DRXkYbTUKjKntk1NKMiokX5SM80GjehzXjGHzNJWQAkxT9vQj/wDVXEg9M9a9G12Ez6RerjnZuH4YNebBjxx/+uuyi/dsenhneB0vg5T/AG2X7LEc/ia9FhG+RevXiuC8Dp++uZyOihB9eteiacuVV+SMmuTEu8z1aC902bWMkMAeavKACuQQ2PvVBa4BIPepWcqckHA49a5jrQkzEKd3B9exrGupQFIUAgcmtSdt6Da5GDzWHdsdwO8FenApLco858cytJrkSMowkC7ffJJrmOpwOlbniq583xFchmJ2bVAI6YArEzuGBxXt09II8ib95idKQvimFTnk0bPequyQL5pN3vSlKaVOKQh4OehpDUYJU9KkV1PWlcYmKXae1PBU96XHGQadgGgMOo4pjxY6cg0/zdpwBTQxwSeKTAv+Frb7R4uskxwp3V9EaYm5ARXhPgNPO8Uhh/BETn8a990lf3Y+lcFd+8dlFe6btumB06VbXDDPpVeHhBkVNxwTWRoyOQgA5PFY10dzED14rSu5AqnjOemKzYkNxeRxDqWFZvVmi0VzsNMi8nT4FPULk1eqNBtVV9Bin13JWPObuxaa/wBw/SnU1/uH6UxDqKKKACiiigDO1w40K/4yfs78f8BNeLWBJmAUfL617ldLutZlIyCjAj8K8Os2ImK4zyc+1c2I6HZhXudFA/zDADHtVvcWJPYdz6VnwZBJzgYq4AWQbvwHtXMjrZDIRgsPqKwr+UkEd62rskdT1rmtVk2RM2e1MzaMfR4mudcvpweLa2JJ68lguP1rYC5JzwM1geHp2V7sA8XEgVvdV5/niujydp6ECujofMZjLmqkLqOAKeCExTCRyQKBk9Sc0HAiYNg8ninjAqLgAYpy/ewaB3JAuc4pgXDYzUi4FI3PA4oEITg+tPQAjGcVEQAOTzTkOeMUgJcc5B4pwftmmDG7JpDzyMUwHmTaOB+VG4jk0xRwcHFCr2Y0CHkBjk0pY4A6CmYPY/LStgUDGk00GlJDZwcUnQ/eoASmnr1FPPvimECgBBgdRz60yQc+tPYgLzg1ExGOFoGiGTk9xTY8kMB1pZCe2KSIHBwM59aCnsVp0EkM8RGSyn+WK8qdNsjKezGvV2bEzZHboK8suf8Aj5mB4PmMP1rqw73PRwj3R2HgyIJp00g6s5/TivQdMQC0i4x2rhvCabdGQ44Zif1r0LT0BtkJ+gNcdd++z3KC91GiinIbpxyfSlkYHHPHRue9Oj449OD9KjcLls55FYM6UVLrMfByPQ9jWRM2JMMRg9D6e9aE7uFMZbOOhFYOs3ZstKurkclEOM+tVBXYTdotnmXiG4ivfEF9c25Jhkk+Un24/pWaCQaepGBk80YBr2UrI8d6sFkB69adgN0qMqOvSkwQepprQCQqRTehpQx707O6mIZgHrSGNTzinFadnFFhkWz0FALr15FTAZHJowfXijlAjBQ9etI0JI68VJsBOeKVsKpqWtAOm+HMYj1e8Y8ttXH5171pUY8oEeleCfDkmTX7rjjYo/WvoLTV+RT7V51b4juo/AasYwgyae7DHHNMXBXjrTXYCI561D2LRRu3PIBqXw9b+ZqLSnpGP1qldOfmxXQ+HLYw6f5jD5pDupUleYVnywNrFLRRXYcAU1/uH6U6mv8AcP0oAdRRRQAUUUUAMbngjg9a8KkPl6vdREbQkzDHfrXux5rxPXcJ4r1FmXb+/bjHvXPX2OnC/EzSgICggcD9asq3Q55qnavuQDue1XWwF4wAB1rkO5lS7clzxwK5HX5cRMB0Irq5zlc5/wDr1xevK0sogT7zsFFVHVmVV8sWxug2xS0il4JYEnjuT/8AWrbk4Uiq9tCIIljUAKoAx+FW9gOM9a6EfIYiXPNsrJ1yamUelBAFGR0zQYjiufw6UhIXmpAAUHtRty3TIoAVcMMg0hJ9KOKQ8HrQAjc0qnApOaZkjg0ASHJPXFISRnimbvel5+ooAU5qQAADLZFMBJ4GKV2OPlxQIl8wAYwB9ajZ91NycdRSchemKBi/WjIHWmZbHSnoTsGQc0AGMCmvxgd6kYk8U0jOD+tADCpzgg0wjaevFSnJPJqKT1oGiGTIHODSx5PbpSZBznqKSM8E7qBsrMn74N7YrzfXIPs+sXK44Lbh9DXpErbSQDnmuK8YxhL6GTH3oyD+Fb0H7x3YR2nY6Pwuu3RbdSM5XP8AWu90wZtQR2PIri/DUe3TLUEdEB/Su1sCFTb2PWuSr8TPo6S91F1j8xHQlearsVVvvc+tTuysmAORVGeQZ57jmsTdIrXbBmPIPvXGeOLxItGW2O7zppAVA6YXk5rp5zwfbqK838Z3TS62LfJxbxheuck811YWF53MMTK0DnfwoyB2pN3bFLuHevUPMDPtS5oytH0oACKBxwKMmgcUALRjPWijrTAWl6008DFG49MUAOyKjdgxpSeOOtMbrx1qGxnb/C638zVL18f3RXvNmu2NVUc15B8JLEtaXdztPzTbR+Ar2i2TagPfFebU+I9Cl8CLKY2gVXuG4IFTlsZ9apXDgK2D1rNlxRS8s3N3HCvJZgOK7iGMQwpGvAUAVzPh6282+e4I+VBx9a6sVvRjZXObESvKwUtFFbHOFNf7h+lOpr/cP0oAdRRRQAUUUUANJ5rxnxgD/wAJjfAeq4/KvZ8V5B4+RYvFjlBy8aM35VjWXunRh375HYAMFyRxzWhIGK5HA6Vn6cn7tePl9avSNwWJwOgxXEegyhMxjRu+K43Ud8+sWixkg7vMb6KM/wCFdZfEmMkGsPT7YSNrN6+P9Fs1RCf70kg/oprSmrs5cU7U2SPkZbrnnNTQThxtbt3pAFKjJHSoGTa+RWqPkpastk+mKFAPUYqBXI64qxGQRTM7WJlVdnU5obaDkGnDgAj0pCAe1AEeAe9HfNO2+1IeD3oEJnFRnrnipDk+9N2jqaBjOc5C0oLDg0vQVG/XHNAEg2n0p2B+FQjj0qXqO1AB9MUhFL0HSmtzQA3gd6Xdjim4x3pu0k5zkUATA85/rSk8dKb9AKdnFADCM8UhUgc9KeTkilzwccmgZWZQGOB1qMgRocCpJNxlFQ3bYXAoGtyozZcHHU1ynjQAy2zf71dST86+1cx4vPmT2ka5JYtgAda1o/EdmG/iI6zQIythAD1CAfpXVWByJF9AOa5zSV2wIvoK6SzwUYjuMVxzfvM+opr3UW2xx7Vm3TYzjk1oOwKbvfFZF0+SWHUVmbJGfPdCJJJX+5GpY+vAz/SvJL27e+vprtxhpXLkV6D4uuzbaBIU5aZxHn06k/oK86+T3r1MJC0bnnYqd5W7DAecAUEAVJhfwpCq112OUjox6VKFAHJoKjsTRYRFkjvS7ven7B60bAR1osx3Gh/SlDA9TQIwO9Hl4PejUBcE9OlO7YpuMA80jEkdqYhGIHU1GZAoJHYZpxU4yadBbtd3cFqgO6eRUH0NZzehUVqe7/DGwNp4Ysyw+eQGRvqa9ETGBisbQbIWWnwxAAeWgUAewrYjLMhJG0gd68yT1PRSsgdztJA5rMuZeMHrV6Z8JxVK2iN9qMUQHG7LfQVFruxadlc6fRLX7Np6Bh8z/Ma06RBtAA6CnV2xVlY81u7uFFFFMQU1/uH6U6mv9w/SgB1FFFABRRRQAleWfEmJItftZs8yw/N+B4r1OvN/ijB++06cdSGT+tZ1V7ptQdpowbFtsIyCSOw7VZmZmVfc1QspP3SLwWbgYNXpQUbGc4/SuBnpMz75/wB02DxiodLtz/wg3iG7zw93FGP+AjP/ALNRqJxG2K2bC1EXwfuZOP39y0vT/aCj+VbUerOLGv8Ads51PujjPyikdRjoM0RlgB9BUpQ4/wD1VaPlJ7lTBOQKerspANDgg5x0oznBPWmSWVmIGCRUol44qiDT1bB4zQItlyaaQT0NQeYc/eNOEh9c0CJVGKAMHOOKYHPQilJz7fjQA4suTx+dMYA96a3TGaaSQM5oAXA7HNAbYTgdaiJbHHX1oUueooGTBwe9KSD/ABGogGPalyQeRQBIFGfWg9cYpgLetHPXmgCQNgcik3ZHJpA3HINJlQOlABk+9Kp96QA5yelJuXHIoAR8KCSazXPmyEk8DpVi4kLNtA49ag27QOtBpFEJA87ArG1QF9VtMKDtbj861/8Alrmsh45JNbQrJhFX5om/pW9FatvsdeFV6iOr01P3IHYj9a6CBdo49OlZFgmEXP5VroxjhQkdf5//AKsV57d3c+qgrILlwAcDGRWRLITlgcH+daNzIMBR06jFYlzdJBbTzyHaiAu2T6en1oiruxcnyq5wHjbU5rnU0tImxDbgEg93PX8hiuYE0452rV+5kh1C4knM0sbu27EgyCT2omspNwEAWU4ydjf0r2ILljY8acuZtlEXUneMH6VNA5mWZ3ARIgCTTZk2BSwKE/3lwKm0uAXElxbFgC8e9cdSQc8fhk/hVXeyJI2kkTkxHHqDUf2tckFGB9DVqedTI+QQxOeRj8q6G58U6TeWaw3Ggi7mjVQJbiQKRjrygH61mqkxS02VzlPtK90al+0qB0bFLdPFcXc1xFarbxbgVijJKqPSoOGJABHPHFaKTGixHKH3FEYhSB+dAnTdtOQwOORU+lRx+fMkgDApuXPqDn+tSXMEcerF0jyhwwUE04ttg7Iq+ah/iwT6igjt1JqUFpXCsQPn4YL0PpVprDzHaS48zhgMMAMgehq7CTKBGB0ro/AFh/aHjSz4ykAMp/kKzltYfLddu5AMjb1H1Y8V33wg0vdJe6mY9nmN5Sd8Adf1rCu7RNaSvI9ktECoPpVsnA/DvTIEAQcYA60y4kwCO/avO6HduUrh/vc47VpeGbUFZLs9/lX+tYdw55Hrx+NdlpVuLbToY8Y+XJ+pqqSu7kV5WjYuinUgFLXUcQUUUUAFNf7h+lOpr/cP0oAdRRRQAUU1mVFLMQFAySTwKiiurafd5NxFJt5bY4OPrigCeuI+JUDSaJBKuAsc2WJ7ZGK7GKeKdS0UqSAHGUYH+Vcp8RJ4B4UcPNGN0qBcuBnmpn8LLpu0kzg9Ijy4Y/wjr71oyBdpPUAZ+pqhps0CRIVlj2dC5cYz6Zq9cSxqgLuir2JYAVwNHqXRhanJ+5Y8DAJ59a6rWmGmfCfTbdmw0ojwB3ySx/nXJakBKmAQAxAyTwOa9K8XaC994Pt4LdQ0tmqMqj+IBcED8OfwraitGzgx13GyPMQNu0bhjHGelSpz0Jps8fkOgA42DkdzSeauMHr700fMVNyWRNwPQ/Sq+dp5z171Msif3se1NaKOTlTz9aZmRblPQ0oJx1oaAqeM0Ir5wf1oGKOvWlHXOaUxk/w0eWw4xQIcD3zRuJ6UBDTth9KAAlemQT3o2jkcUojyc4/IUvlntkj3oAZszSbCpz2p4jbdwKUhiPQCgBA2Dx0obHtSFT6c+tG046UAJt5HNOIA7/hTQSDyuaCx3dx+FADSfQ00k54qQ88imlTQA3ce5pjuT06+9P5PWoXyxNA0Qlc85psrbeN1PI2jrx6VXc5yaDREW772W/8A11kaJI1/rd6zYCxERj+dacnylSvXOfypvh5YpJ7iWOIL5krMzDvVptQbR6eXxTnqdZawkbccj+dakqrJAyrxgZFQWcRBEh6YwDVlmUKwzx0GK4z6JIx55Dj6cVw3jbUPIsYrJG/eStvbn+Ef/XzXZTNlpAQdozXk/iW8XUdcuJ0k3woRGh9gMV1YWF5XOfFTtGyMzOc5NAZkk3Kdp9jUfI4zTickV6R5xML6feu5wwHRXXIqzaXhbWLWU28KZODt4DDHNZ74Ix+tPt8mcAEcIxwfpU21AmuZFOD5cRHOP3mTUSPFIrsbb7uM4fr2pjKI0IcDJqa1CfIvBUy859hUzWug4jXe3jkaMxyjs2HyKerWDLlpLpXHA2BSPx5zVd2R3ZgMZJJppBPYGlbQL6l62ltIr6AxtPydrF8dxjpW7Z6DcanpN9qMZiH9mQ7pkkJGVzgY9etcpH8skbAchwePrXR6lHLFEsgtp4A8u7B4WRcUtVpcrdGcl5IyfIkaDdnK1aifzBvkJkPq5JAqARRRzfu+YmG5fpV2PaVyQCMck9q64JWuzCTGXLgQgKu4sQFQfxE9K968BaD/AGP4ftbdwDIEG8gfxHk/rXmnw+8LP4g1hdUnjzp1m37okcTSe3qBXvsESxxqnQDtXDiqnNLlWyOvDw5Vd9RG4BrPuMk8960JVHbpWXMcseeRXEzsiyG2gNxqUMLDKls/lXcIMLjsK5jRI86mGIyAhNdSK2orQ5sRK8rC0UUVsc4UUUUAFNf7h+lOpr/cP0oA4H/hdvw8/wChh/8AJK4/+N1z+ufGLwtcXsLWXi25t7GOJi6WVi3nSyFlwMyxldoG4nofevmCigD6b1/4y+Dda0bU9Dh1OeF7m0aJL6a0fydzLjooL/8AjuKzr34h+BLbS9Qs9K1HTYPtcqDfp+lTWjeSGJ2Mdp3EDvxnceBmvnWigD6f074nfD6zsruwGu2tpDKQUk03TJ7fjJ4xtbLAYy3fPQVjX/xG8AN4Atbe2ktZdVtYQILe6sXnKt3G+RCCffNfPNFDVwPb4vGvgtr61+2XNlNb2dodqpphWKW4cjc5jCAHABAz2PrSxeO/B91Pb32oXdu80VmY1t3sXaJZjIBu27cZCDj0zXh9FR7NF+0Z67e+M/DOp/Y3u7oeTHbRT3VrHFIvnXGBmMHbhVDck9x0r14fGr4eYwNf2gdP9CuP/iK+RKKcYpbClJy3PcvFXxB8IT66ZdKvHltpI9zOsDqFfPI2sorJ/wCE58PEj/S3HqDCx/pXkdFHIjklhacndnrv/Ca+HT/y/f8AkF8/+g0n/CaeHecX5H/bGQf+y15HRS9miPqNLzPXR408PjkamwP/AFxkP/stH/CbaFu/5CjY/wCuUn/xNeRUUezQvqNPuz1//hOdCyP+Jmf+/Mn/AMTTh458P/8AQTP/AH5k/wDia8eopezQfUKfd/18j2H/AITfw/n/AJCf/kCT/wCJretp/tVtFcRTbopUDo3IypGQcGvAK9m0OQpoWnLJIyA2se04yPuimqLl8JhWwUYpchvhXP8Ay0NGyb+/WbI9zCd3mq8fYhaja9u1cBWhZfoc0/q8zm+rzNb96OS5pcygffH5VnLqNysYd0iwGC43H86vhpnmlixFujAOd31/wqHRmugfV59gJmJzuFIWmzjK5+lUv7Ql8tWMaDdnHzdcU1dVkLhPIX7u4fN2p+xn2F7CfYvb5h1VTSmeTjMINZ66rOU3/Z0AHrIBVOfxNNATu02V06bo3B/rQ6M+wewn2NoSv/zzFDSnGDCfzrLsteN821bGZMD+MgVoNPLz+4OPUkUvZT7C9jPsKZDjhTUJcj+A0huyDjyGJ9iKY90/J+zPgepH+NL2c+xXsZ9hkkh/u1WdnyeBSy3TAqFjUFuxbpVS5muEG4PGPoM1SozfQ1jRmMvJhDDLLJyqxn9RgVseENP22qFwQNuTkc5Paufhtbm/3orbpOGw3AwCCePwr0HSrZ4baMsOeCfr6VNZckVE9rL6VtTSUDauB8oGKz7lxDIMdu3rmtFmAjbb1B5HrWNfufvDtXGeulYxNcvG0/SLu7XG5UO3P948D+deRZIHI9673x7eCOytbQH5pX8xuew/+vXB88V6eGjaFzy8TK87Dd2eCKdxmjApB1rpOcMcGnQ7hI5XGfKI5pp60KMq4zjgUhiPuDgPz25qxagbY/UTD9Vqt35q1a8xn1EqH6dazlqNFbaNzcAcn+dBUj2qSSIrK4zxuOKaRg81aWgmNAORjmpxcXBZN80rBDkBnLAfgahK80hB4xkUWQGokkckJXbtXPODkofX3FereC/AvhbXdNjn+2T31xjMsRfy9vr8oyce9eLozxncpxx0xWnpmr3en3aXNhdPaXK8gq2A30/wqanM1ZFQ5U9T6usdOgsLWO3tYUhgiGERFwAPpVo8D09K8d8PfGyaJEt9es/NZTjz4iFY/getd7Z+PPDOpoPK1WOJ/wC5ODGR+dcUoST1OmM0zann2g1nO3JPqKSXUdPck/b7bHUHzVPH51X0/VdH1HWrfTY7+J5ZMkLE27OBnFZWk3axtzxijptBtiIzcHowwvuK2xTIkVECqAAOABUnauqMbI4py5ncKKKKokKKKKACmv8AcP0p1Nf7h+lAHwFRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXrmlb00TTi33DbR/+givI69WsppRoGnASPgW0eBuP90VvQ3ZjW2RqRz7G3At16Gop5VE2UJAJ5HaqEkj7j87fnVaWR96/O3X1roMLGyrh4CcdwTj61qrOEvrkEY+UAD/gRrjY55fs8n71+g/iPrWjd3E39pP++k7fxGoe5a2LF5qKQRKhXe+5sD0qGOaMN5vAcxBCvp3FYmqO/wBsHzN19ak3N54+Y/w9/amCRqee0zbFJx0JPTNaVraOLdgDGVbnDDNcxI7+Z99vzrbsp5vsa/vX/wC+jTYrGjZW0i3O7KdOmOlX5VmZiglGfQVjwzzecP3r/c/vGnwTzeef3r/99GoYWNVLREUneS/uae1rvXA49SeazjPNg/vX/wC+jUy3E20/vpOn940XCxLd2DRyQMzdcgnPFZd2bSPh5QznqAc07Vp5WihzK5+cdWPpUT8KxHHFF9B21LnhuxF7dSSiNliib5Q4xuNdsipbJhsDPbFcfoFxP9nX99J1/vGtaS4mO7M0h/4Ea8mvJubPawkUoI0pJh8xBrJuiQiK3UnrVGW4n5/fSf8AfRqldXE37v8AfSf99GsktTpk9DifGlz9p19o1I2wxhPbPeud5xgZqzrTMdeu8sT+97mqoJ9a9anpFHjVNZMUMe9GfTFR5PPJpCT61ZJL26UowUbcQOhFRAnb1NB6fjQIUg9c5qxbH5HB7un8zVeTtUkJOzr/AMtE/rWbKW46b/j5lx03GmZJ/CmsT5j8/wARpVJ55q0J7jx+tLimZOeppcnd1NUA4fXFLtyeBkVGCfWhyfU0xEySOgKjlT/CeRUqT7DhUZQRghTx+VVcnPU07J9aTih3LiTv2aRfocD9K9N+EEKT+NLJiB+7jlfPqdteSRs3qfzr0z4TzSx+Kk2Suv8Ao79GIpOKUWyeZto+mlp1cn9ruf8An4l/77NL9ruf+fiX/vs1zGh1dFcp9ruf+fiX/vs0fa7n/n4l/wC+zQB1dFcp9ruf+fiX/vs0fa7n/n4l/wC+zQB1dNf7h+lct9ruf+fiX/vs0hu7naf9Il6H+M0Af//Z", "path": "000502.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000503
Men Tshirts
{ "bytes": 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", "path": "000503.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000504
Men Tshirts
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", "path": "000504.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000505
Men Tshirts
{ "bytes": 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"path": "000505.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000506
Men Tshirts
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CbPpSKSOaNZInWSNujoQQfxFPr540vX9S0WYS2F5JFzkoDlG+qng16p4V8ew6z5drqCJb3jcKy/ckPp7GocbFJnZ0tFFSMKKKKALsRxCnPan57ZqOLy1iXMYPHpThIrdIsD3GDVgSIQGI9s1GeDz1oDKDkIAfUVBdXEVvF5kkYJ7DPWoqVI04ucnZIcYuTsiwFY84NUr/AFJbQCNBvlboB/D9a5a40w310bq4vb4gNkxrcsqMP7u0HGK6LQdLGoXu6Qfuo8MwxwfQV4NbN3Xao4Ve8+rO+OFVNc9TZFIwX16PtDxTz+mxCQKgg02/vJgq2c4GcfMhAH1Jr0sxIkQjUBVA4VRgClhj2xBSSfrR/Yak+arNt9RLHNaRic1YeFVChryQH/pnGf610FrYQWabbeJIlPXaOT9T3q0B7U7FephsBQw69yOvfqctStOp8TKl7B51hcQgcyROo/FSK+XfDUhsfFNiGONk/lv/AC/nX1YeO1fK/imzk0TxpqkAIzBds6HGMgtuX9CK65RumiIuzTPa7bG7HfuKtyIHQ9KyNCvV1DToLtSD5ign61rswxiuCCsj0JPUwLvTxucH5VbngdKovbCKYOy8E8GullUEcj8arSWyyx7SePQd61TJaOWvg+0sxZx0UgYKn+tNt7VvLVQrRjqVI7e1bclhukJJ3AD7pHFIbcoBksfYk02wjEpW1iCQWXHGPWtdEwMDilgiBUHHT1pzZGazbNFoyNidyirur3p0rwjqN2D8yW5C/wC83yj9TVW3TzJx7VzvxO1V4NPstLicgTkySgd1HAH5/wAqzhHmqJFVZ8tNmV8JrCO88bQNKm4W0LzLnswwAf1r6BeNJBtYAivH/gppbG41LVG4RUW3TjqSdzc/gBXslehOEZpxkro8kyriwZctFyP7vesHV9EsdYh8m+t92AQH6Ov0PauyqvPaRzjkYPqOtfL4/h5KXtsG+WXbodEK3Sep89+IPB974bvku4f39ozEGVVPyg8YYduDjNc7Dd+Vfx7XUzoHQEdFGDwQffHFfR95Y4jeOaNZYXGDkZBHoa8d8a+BX0qd9W0sFrR3LTx45gB9PVa5sHjZ8/sMWuWey8x1Kaa5obHGvKs2bktK0rnDtI24kj3rN4fBc7QTya0tPCXIaMxcwjBdf4gT/OkfR7y2RZto8sNxIcEYx1x7f4V7EZJScWcUk2yWGRvsX2mLYJnHkoSeh3HJ/AYFVdKtoNV1mO3uGdlL/vZW4+UdQB2+tP0iYajf+cIvKitwNiKeMnoT79T+NWdA037Zr81usjRqZHLOo5Cg5Na07Rm421Bu7SPYqWkpa9M1FoorlfHHihvDmlotsAb25ysRP8AHVsd/b3ppXEUvHnjI6LAthptwg1Bz+8IG4wrj8gxryi5vbm+lMt5cyzyH+KRyx/Wq0ksk0jySOzyOSzMxyST3NPArVKxLYh5pMHFPop2ER7Ce9IYFb73NS0UBciWCNeiCn4I6DFOoosFxgEg6SMP+BUoaYHIkbP1p1LiiwXGmWZNp3tjcNxXqB3resNY1i3YWulXBm3DeURPMx+Y9OtYqIDyegrb8IzGLxVYkNjzHMf8A30pH+FRUXuvQum3zLWxR1PV9S1RhHfTs3lk5QrtAPuB3qnnsqge9aOuRLDrl8qnP71ufxqht2lfeilrFMKuk2rjCm7rzSrAPQVIBT84rQzuRiFR2p4jXsBTuopM44oAPKXPQUnlJ6U4H3pDuzxTAQxJ6UeWnpRlvSkLn0pABjTnNWLc+WBg4INVxk81Mn3AaYmeu+CPFJ1SAafePm6jX925PMijsfcfrXZV8/wCl3stjfw3MLbZI3DKfpXvNjdx39jBdxfclQOPb2rKcbalxfQnopaKgosof3a/SnZqNGXYBkZp2cdasBk8rxQs6RNKw6RqwBY/U8Cs14bjUb0RRIXfHCjoK3bOwkvnJB2Rjgt1restOg0+IpCOW5Zm6t9a8DEU62YVeRaU117s7Kc40I33l+Rj2nheCJVNwxmOOU6L/AImtu1tIbWLy4IljT0UVOFJpxGBivTw+Do0FaEbGE6sp/EyMjJp2OOlKBzTiOK6jMYOtOxSAU7FMQmK8I+NOh/Y9fttYQnbfJ5cgx0dAAPzH8q94rlviB4bXxN4UurZI993CDNbYPPmAHj8RkflTA8q+HetKlubKd8KpIXPb0/z7V6MfQV8/6Xe/YLwOchWG1h6e/wCFeveHNa+0xi2nOXHQk9a5Zwszspy5o+hvE4zmoeVPyn8KuNFkcVXZMDNRY1TKzhieQBURQE8nOasPnvwaRE3EDBoKQwfKO9MYZBqdkO4imugC8DAzUsLhFJHaW8lxOyqiAsWPYAc14zrepya5r1xd/MRI+Ik64XoAP8966vx14h/d/wBk255b/WsD0H938e9L8KfDA1rXzqU5BtdOdXKlQRJIc7V/D735VvRp295nLXqcz5UeweCND/4R7wpZWTjE5XzZuP425I/Dp+FdEaWiug5hKOtFHegBrKCMHpWXe6eCjFEDKwwyEZ4rWpCK8/HZfSxkOWa16Pqi4TcHdHhviXwcmivLe6bGRZyPueFRkxHH/oP8q4rWrW61CJYIyEVTks7YDe3FfS97pyToxVVywIZSOGHoa+ffiD4eudCv8xu62M7fuyc5U90OP84rxKNOvh6yp1tX0l3/AOCFRKS5omXoWlXFlHKrIJGZtxMfzcAfnUUN+9vb3sEK7PtMmJH/AIioJO36c80/T3k0y2EkZaN48sGB6GugefR9c05dYvWeA2jbL0RRYLMcYOPT3+tdKnP2jfd2uYJHe0tJS17xoNllWGGSVzhUUsfoBmvnnXdautf1SS/um5bhEHSNOyiva/GV0bTwhqUgOGaLyx/wIgfyJrwNu5rSCExcfLmpF5ANNX5oc0IcqPrVkkmKMUU4UCG4opTSUwCgUAZNO6CkAhoAyaOppaAFY/LgVPa3DWF9b3KctA4fH0OahUZkHtSMcuT+NN6j2JpLhru4eVvvSMWP40SffFNgX5ifSnHk570krKyBu7uxVpxHFIOtOqhDVODTmXIprCnIc9aQEZGKejZNKRUZBU5FMCQ5HamFxnkVKDuFMdN3GKBASNvAqQdBVZcjjn/CrNAD42xIK9Z+HWpfadIls2bLwNuUf7J/+v8AzryFGzJ+BNdX4J1T+ztetyzYilbyn+jcD9cUpK6BaM9mooxiisDUtxlREvy84pWUY+SLczEACokB2rzxitLSoxLe/MAViG7n17VhiajjFRjvJ2X+fyLgru76G5ZWwtbVIh1A5Pqasd80L0pa2pwUIqK2RLd3dgKDQKK0EJijFLRQA3FLS0UAJTcc0/FJtNAj55+KvhF9D19tUtoiNPv2LZHSOXqy+wPUfjWD4b1sW86W1w+0ZwkhP6E19KatpNnremzaffwia3lGGU9j2I9COtfNvjDwPqfhC8CXCmezf/VXSL8rex9G/nUyipKzNITcHdHrulakssaxzHnsa1jErJ618+aX4l1HSgqRymSAH/VycgfQ9RXZ2HxKhTiVZogOxG4fpWHJJb6nUqkJbaHpBt89RThbqBmuLX4labs5mU+2Dmq118U7NF/cRSSn0C4/nStfoU2l1O4dQvXFcd4q8XwaZC9rZuJL446AFY/r7+351xWtePNW1YtHHIbWA/wxn5j9T/hVXw74a1TxLfraafAznq8jcJGPVj/TrVxpdWYzraWiR6Tpd94j1qKytVMlxcvyzZwvqx9h1r6Y8PaHa+HdFttNtRlIl+ZyBl27sfxqh4P8HWPhLTjDD+9upQDPcMOWOOg9F9BXTCtzmFopO9LQAlFLSUAFLSUUAIelYXibw9aeINKltLhMhsEEdQQcgj8a3qQiuevRjWg4v/hn3GnZny5rFpPYyTWU0f70MYyrcfj9K0vDWjImgX93qNzOmnXWYhFgDzVGMMO+c9MV3/xR8JNetBqtrsTnyrnjkjsf6flXBTSCGKGzDtcyRJ5USdRGPT+deNzOhem1eX9ai5Unfoei0UUte6BxPxQuvI8LRw957hR+ABNeNvxge1el/Fu6BfS7MNyA8rD64A/ka80kPzkegFax2Je5Ja4ZStRZKFh6GltmxNg96WcbZXz0IzVASRvuHPWn1Xh+9mrFAgoxRRTELR2opKAFUUGlAwKTvQBJEOp9qZjJNSpwhpsY5JoAkjwAQKQdTSR87hSjrQA4U7tTB1py9cUwFPNJjBzS9KO9IB3XmgjI5pB1p9MREMo3tT+CM0rKCKYvB20AMK/OCR361Nng1C24Pz0FKH+TJoAWMgyOR24q3A5XzCpwwGQfQjkVRtz+7L/3jmrMDfePrQDPoHR74alo9neg586FXP1xz+uau1xvw0vftPhlrYnLW0zL/wABPI/rXZVg1Zmi2J0J2KMdq29CXFo7lcM0jDkdh0rD80p5a5PzDjHauh0s/wCgR5OTzn86TpxlJSfQd7KxqocinGoEapgc1YgoFFFAxaKTvSmgBBRS0lAC0UneloASqt9YWupWclpe26XFvIMPHIMg1bpKAPH/ABH8FIJXM3h67EBxk210xZSc9m6gfXNedap8P/FGkuwm0e5kUfx26+ap/wC+a+pMA9aMY6UCufIbaPqiNtbTb1W9Dbvn+VaOneCvEupyBLfRb3n+KSIxr+bYr6qwfU0YPr+dAXPFvDnwUl85ZvEF4ix4z9mtWJY+mXI4+gH4163pWj6folktnp9pHbQLztQdT6k9Sfc1fAA7UpoGLRRRQAlBpaSgBaKSloASigUUAKKKKQUAUNWsBqmlXVkxK+dGUDA4IOOD+deBadqWh+H5nW5NxPfxsUd/JwEI4IXJ45zX0YelfPPizSl034hX8bWccjXU4mgLgkAOeuOh5zWbpQc+drUDu6KWgDJH1pjPDviJfG88ZXS5ytuFhX8Bk/qTXJyH9634fyrT8QTfaPEOozA53XMhz/wI1mS/65D2dcfiK1WxAxsqwYfWp7sghHHQiouq4PUUjvut1B6qcUwHwmrINU4TxVhWoBktFJS0yRaKKKAF/goAo7U5RQA88JilRcA0hp4+7QBDEcs/1qQ8LUcHMj1JJ6UACnIp9RqcGpF9KAHdRSYwaUGlpiAUopOlLQAUh6hqWkIO0kc+1AEEp+dhnOAarNMTGIl+8xwDT7iYB2PoO9V7Zdz+a3fhR6CkMvghUAHAHAqWE4Uep5qtnewHb+lWUHFMR3vwuvvJ1m6s2bAuIdyj/aU/4E16rXz/AKLfPpmrW99HndC4bA7juPyzXv0UqTQpLGdyOoZSO4IyKymtblxZYMasIi2eh/GtvTJAbXaDypII/WsKRTJbBY5xG4OQSM1vabHELBSrKZCcsw7+lLW6sU9jQVqmRuR6GqSvhuasK2MD3rQgtUUikY60oORUFBS0lFAxaBRRQAlKaQUUALRRQKAEopaSgQUmKWigAFBpaKBiUtIaWgApKWigBKKKKAFpO9LTHbaM9zwKAHMcUDpTc5bFJMxWM7ep4FADieK898baXFL4lsdRP30tyijHcMef1rvs4U+3FcN8RLm4tYrCa3tTcFi6nnAXocmpnJRXMxlKq2p3i6fpV3eN0ghaT8QOP1xVkVyvxFuTb+DblQcGZ0i/DOT/ACpJaiPEmJkZmY5ZiST7mmMnmW+B95TkVKnJpF+STHY1sSV8708wfeH3hULthj6H9KnlXypSR0Paqz9SO1IZNEeanU4qij7GGelWweM0ITLCnNOzUKNzUoOaYmOpaKKYhakXrTBT0POKAHd6eeFNNHLUSnCGmBDbf61jUkn3zUdr98mpZR83XqKSDqMz3qVTzVfODUzHCqaAH9DTxUfWnK1MCSkoooEFMnmW3tnkbsOKeOaz9aYeRCgB5bJPpik3oCWpQDm4fJ4XPPv7VdQYXPT+lUoO3pV5f3jBB0HX3NJFsngXqx71ZHSo1AGBUnaqIZLGcdq9n8Bah/aHhS3UtmS2Jgb8OV/QivFkyeK9O+Gml6nZrcXksYjsblBsDn5mYHhgPTGeTUz2HHc9BBKkYBOf0q9a3gtdQtFkcJFODFjGdzfwj86oAnkL1qpqw+0acsb71wzIcHDLkdj68daxm7K5vCPM7HbSRFfmH3T0pN5MRx94Diud8IeJpNTWbStTZTqtoMuQMCeM/dkX37EeoNdC6mNgVPuDWyd1cxas7M4Wz+M/h4tcJex3NqyM2z93u3AHH4H2qfTPjP4Vvrv7PK11Zr/DNcxgIfqQTivIvif4cm0DxZPcBc2WoO08LKDhST8yn3B5+hri43wpb8KrlQk2j7JtNa0vUI1ktNRtJ1bkGOZW/kauq6t91lP0Oa+Kg+edo/KrMF7c2ziSC4licfxI5U/pU8g+Y+zqWvkm28c+J7T/AFOu34x03S7v51rW3xa8ZWzg/wBr+av92aCNgf0B/WjkY+Y+oKTvXzvB8c/E0f8ArbbTZv8Atky/yatC2+PWqbx9q0ayK/8ATKRwf1pcjDmR7xS15Lb/AB40NgBcaVqEbd9mxh/6EK14PjN4OmUF7m7gPpJbNx+WRS5WO6PQ6K42D4p+DJiFTXIgx7PG6/8AstbNt4o0K9TdBq9kwP8A02UH8jRZhdGxRVVNTsZf9Xe2z/7sqn+tTJLG4+V1b6MDSGSiikBpc0AFFFBoAKKKTNACmjtSZ5ooAKh3eZcY7J/OodT1G20nTbi/u5BFbwRmR3I6AVmaD4i0vWrQXdhew3Cv0w2Dn3B5FFgN4DnmoZGzOo7KM/jUiPuXf2qtAfOlZz0JzQA+VthRM8nLVyXjqSZNOtnglWNhKdxZc5GOQBXRyTh52YZx0H4Vw3xNCTaHCryPGySGRXQ4IKgf40pbDQgNcD8VrpU0extM/NLMZMeyjH/s1d6K8y+KthdNcWd8qyPbLEY2IXKxnOeT75/SlHcTPOU6inSruXd3FNQVJ2NakFeX50Ddx1qnIKvOuMn1qnIKTGiuTVmGXIA9KrNz9akg4NJDLoNSB8VEp4pWOBVCLancM0uOajgOVxUwFMkOlJGfmJpG70kZ60AWE6024P7s09OlR3P3DTAjtutWZRlc+lVrU8irjDK0kDKLetWAN8A9qhkGMipbc5UigAibLY9qa5K8+lI/7uYGpZV3KSKAHJKDHu600S7geKjs3HmFG6HipEURXZRhweKAJYvn54x71Q1oAwxn0f8ApWgsPlscAdao6r81o2OzA0PYFuZcJJOB1rUtlCjA/GsqA7WrTt2pIplwetSKjMwABJJwAByav6ToWoavIBaW7MveVuEX8f8ACvSNC8MWmixiRsTXZ6ykdPZR2rKriI013ZpSw8qj8jI8HeB2nuFvdVGyOPDLbEcv6bvQe1eogVl6af37j1X+talZ06jqR5mVVpqnLlRYiYFcbQCB19arap+802QADKMrf41Ijc49qivsixlx3FXNe6xU3aSORvra4eaC+06cW2p2xJt5yMgZ4KsO6kV3Hhjxbb+IreSOSI2l/CdtxaSMN6/7YHdD2Nce7+X9Kz720FzPFeWs72l/D/qbuL7y+x/vKfQ8Vz0K3Lo9jrxFBS96O56Tr+k2ut6Rc6beIrwToRyM7T2Ye4PNfN3iXwpe+Fr2O1vXikDqWikibIcA4zg9D7V6zD8QL/T0WDWtJlnCqAbywG9X92Q42n2Ga5D4ja5pfiC0spbGV2mgdt6tGykKwHXPuBXfFp6pnmuMouzR53iiiul0S1t38GeKrqWGN5IktUhdlBKM02CVPY44qnoBzVJRXbeFvAdv4h0eK5m1gWl1d3L2tjAYtwldE3Hcew+gNDdgtc4mkqSWNoZpInxuRipx6g4rb0Hwfq/iS1urjTooilvgYkk2mVyCQif3mwCcU7gYFLmh1ZHKsCrA4IPY1Na2N3fNItpbyztGhkcRqW2qOrH2FICHcaDg9QD+FJSqjEMQpIXqQOn1oFYQbQchVH4Vat767tm3QXM0R9UkI/kaqkEHBGKev1xQM37Xxr4ms8eRrd6n/bUt/Oti2+LPjG2XA1USf9dYVauJ7Z4oosM9AT4zeMl+9dWbf71qP6GpR8avFw6vYH/t2/8Asq86oosgTZ6GfjP4vPSayX6Wo/xqGT4v+MpBj+0IE/3LZRXBZoosgOtuPiV4vuM7tcuFz2jAUfpWfJ438Suedcvj6fvSKwScUwmgDR1DX9V1KExXuo3U6dQsspYZ+lZlvI8MiyxsUcHIdTgg/Wonf58Z7U6JTI6r2yB9aAPqvwPr82veAtNvJgftDqYZGP8AEUO0t+OK6V2+y2ZYY3twKzNA0yLS9KsrGFNkNrCsajGOnUn6nJNTXM/2mbI/1a8L7+9ZMpDA21fpXn/xWvoLXRoY3YiaRHVADjJIH+NegEAn5vuryxryT4uuk8VqxOGjckjPc4/oK5sTUcEkurLSumzqQaUqHUqwBUjBBGQRTAaeDWgjzfxRoGmf2tKIbRIBtU/uvlGceg4rmX8OgtiKVh/vDNd34iGdal+i/wAqrQxDjArklWnGTszvhQhKCbRws3hPVNuYoVkHscfzrEvtF1K0z59lMg9cZFe0pH8lc/4jj/0Vz7VcMVJ6MieFiloeQPG6n5lI+tPjHANWb05kNV4wccj3rri7nHJWLC0r8kUidKceTWhBPDVgdKrxdasdqaExj9DTVOGxTnpqfepAW06VDc/cNTL0qC5+6RTENte1XutULarw6ChAyCdeM0y3OGqeYZQ1WiOHo6gTXC5XPpTom3xinMNyVFAdrFaYiJ1MUoYVbb94iSAZIpsqblpbViMofwoGTb2KkkYNU7xd1tIv+zV3BY1Vn5SRe5U0MSK+jWFtd3ISYNj/AGWxXp+heG9FhCSCxjdxzmUl/wCdeZaPJ5d6nua9Y0eXKLzXm4iUlsz1MPCLWqOqiCrEFUBVA4AGAKjc4zRA2VolHPNcLOtE+lnN23+6a2Kx9K5upD6J/WtivRw38M83E/xByRorCQklvSorpWNnModSNh4xzUp+6KaRkFT908Gulq6sYJ2dzl5CrR47Vkzu0Lkq2PY9K1GQo7xFTlGK1kagMq2CMgZ61wJdD1G9Lla4v1VSWGD6iuZ1O/W53QgMwbjJ6VZlEsjFSSaozQiNjxzWidtjGXvaM5yVDFKyN1U4NdJ4b1LSE0fVNG1eW7t4r94WW5t41cRlCT8wJHHPas3UbRpIDeIuVQhJMds9D/SsqvQhJTimedOPJJoc4VZGVW3KGIDYxkZ61678P4Gk0Pw9qMew22kX19c3rFwPKBiwmfr/AErx+pEnlijeOOV0SQYdVYgMPQjvVNXJTsLcSeZcSyZzvdm/Mk16F4IE17otnpUyXtiLjUw+l6pbqrKlyqNlXBOcYPYV5wa6DQfGeseHLSe2sZYzFL8yiZN/kvgjfH/dbBPNDV0NaGJdGQ3cxmffL5jb29Wycn869R+CWmG9vtdkZCUay+y7scAuf8BXmLWl21mL8285tWkMf2godhfqRu6Z74rpfCvjXUPCNl5Vraho5rtLh3YsvmBBjy89COeaT1QkzlHiMMjRHrGSh/Dj+leo/CDTE1ex8UWTBf31vCg3dM7mI/UCvMr25F1f3FwEEfnStIIwc7QSTj3xmun8FeNR4RW9VbQzvcSQNuWXbtEb5I6HOQcUPVAtyn46AXx5riqqgLeOuAOBjArY+HaRxDxDqX2WC4ubDSnntlmj3qsmQAdp61zGvamus+IdR1NYzEt3cPMIy24rk9M963PAniK00K+v476SaG31C0a2NxAu54DnKuF74Pah7D6lXxrdabe+Kbi60u1+zW8qRs0Xl+XiTaN+F7DNX/hvplpq3iaWG80+PUESzmlS2k6O4AwKo+Odfg8S+LbrUbVXEBVIozIMM4VcbiOxPXFXPhzfWlh4llkvNRSwR7OaJLh84R2AA6UdAW5m+K45I9aKy+H00JhEv+hoGA7/AD8+v9Ks+C9Js9X1K9ivIvMjisJ5lGSMOqEqfwNVvFsbQ64VfX11w+Uv+mKxYY5+Xknp/WtX4cS2ia1erd31tZpLYTQrLcyBE3MuByfrR0DqcaDlR9K6nwDpdrq3iJo7uz+2pDaT3CWhJ/fui5VOOeTWJrOmpo+pPZJf2l8EVT59pIHjORnAI7jvWh4P+xHW8XmrzaSfJk+z3kTFfKlx8pYjnFN7AM8WzabNrQfTNKn0tPJjE1pKmzZLj5toJJ29MZ/KufY11PxC1q01zxObmyuWuoo7aGBrhlKmZkXDPg88muTYjqTSWwEL/wCuI596634dWovPH2ixNB5yC43tHtyMAE5PtnFchGN7szA469a+m/ht4asdJ8M2E1paIt7dWySXFwRl33c7c9l5HAoA7OSRnXy0OQfvMP4vYe1NKFDsHL98dqsMogGxPmlI5PoKQgWsPmMNznhV7k1A0VbjEaeUP95z/SvDvilO0l9AgYkFpGK/QgD+te37cuAx3HO5vc+leBfE2Zx4gURZ2BGJ445c15uMf72C9X+BstKcvkekipAaiBp4NdhBx+vNu1uYem0foKS1XgcUzVju1y5/38foKtWydBXnVPiZ6tL4EW0H7vJrnvEePsr59K6U8R9K5HxPLstXB9KKa1HN6Hlt4f3j/jWjrdn9g1KO2IwVtYCw9zGCf1NV7W0bUdWtrRRlp5ljx9WArd+IYCePNRRR8qGNR9Ai16cTyp7nNrwakHWmYp61qZk0fWp6gi61N2poTGuaSPrTXPNPiHNLqBbXpVa464qyvSqt1wwpsSEtulXV6VSt+lXFoQMJPumqvKuDVpzwar7dy+4psEWVPy1CcLJmpIj8uD1FJIvINAiTqtRj5HBp8Z4xQy55oAsDlSw71XaLzZVUDlyFH1NSxZK7c06LKXcLDqsqH9RQwMmAGC+CtwyttP1Br0nQ7jKLXG+MbL+zfGOpwKu1PtBkQf7LfMP51t+HbrMS968/ERurnpYaXQ9JtZQyjmrEnNYtncqFGTitZG8xeD2rgkdyLmkf6+X/AHf61r1j6UcXUg9VrYr0cP8Aw0eXif4jJFViucZqIyEHb5ch/wCA1KCVTIpHfIRvUV0mBzmqoYNRDlWAmG7DDHI4NVLiBJEOVBNa+vxCSwE38ULbvwPBrDimzGFPSuCtG0z0qEuaBiXlrtyVGPoK52+BBwRXYXi5JOOK5rUoCMt604sckYN1cvbWE6oRiUBGB7jIP9KxDjPBrU1T/j2I7bhWRGSQV9ORXbQ+E86v8Y6ikorcxCiiigDp18Q2i/Dk6Bif7Yb7z/ujywnXOc/e7dKbqWt2V14G0fSYnmN1ays0iMmEQYYfKc853AnjtXNUUWC56B4n8VaFqXgPStLsINupJ5Ju3MO3JRCDhu+STWT4j1HSLvwl4ZtbER/bbaB0vdse1t3GMnvXK5ozSsFzpNUvbG913R8fZvskVtaxzGKMIu7A8zdgcnOcmrc6aZf/ABFtIpRZCynngS4+x4EILKofbjgAEnpXIZpQxznNOwXOy8WaTolp49ttK0rJsC1usjCQncXYbue3DAVmeMdKtNC8V32m2Du1tAyhGdtxbKg5z+NYG4g5yc+tBYsckkn1JzRYLgTmjcaaTSZoAcTTd1ITSGgAJqGdsJju1Smq0xzKB6ClcZp+H9LfWdbsdNT711OkXHYE8n8s19e6fbxafYQWVkCY4I1iV35+VRgfU8V86fBrT2u/iBay7cpawySsfTKlR+pr6W3JEAMZboFFJgIEjt4zJIePU9SaquWcm4mGMcKvoKnbl98vzN2UdBUJDTSDPCjoKkorXDfZbGSVjlyCRXzv4o1i5j8WyRtOVjjlUEA8Y4PP519DaiPNtLl8cCIhRXz94w0ZbnWJ9QtiSplMZ54JXgn88/lXkYqcVioqe1n99za37lvzPTAakB9aiU1W1S5+y6bNID8xG1fqeK9BuyuQld2OXZvtOozzdnckH8a1YF24rPsIcgcVtiLEfA5rzW7s9dKysQyuFQ59K4PxdOBCQDXW3s5QkE1594nuPMbbnvWtJXkZVXaJL8NdNN94xhnZcpaI0x+uMD9TVP4ij/ivNU/3k/8AQFrufhJYqml398R80sgjB9gMn9T+lcJ4/bf471Y+koH5ItehE8yW5zw5GacvWkTlad0rUgmip+aZF0p56UxETHLCp4hUA5arEfSkgJ14FVbs/MtWQeKqXWdymmxIfDwtWk6VVj4WrMfQ0IGLLwtRR/dzUkvMeRUcPzKR70wHhtrA09xlaiIyCO4qWNt0YoARakyMc1GOGxQ4wQRQIljbDcVLJgFX9GB/Wqitg1Ydt1sfX/61AHTfFyzEWs6ffqP+Pq2Ab3K//WIrE8PrLgYBxXU/FQifw/4cuOu4Yz9UU/0rL8OxLsRRjnpXDXdkd+GV2bSXZjdUPBrptNkEsWQe1cTfFo9RbB4RMn65rrdDci3UnjIrhktD0EzWt5Tb3iP2zg/SuhFc1KQTW/ZyebaRt324NdGElvE48ZDaROWwnPSkbPlIQpOD29KQsc/ePHQU7Lf3j+dd5wkLqJI2VlbaRg5WuOkRoZmhkGGQ4xiu2GRzub8657xDbESx3Y7/ACN9e1YV4XjfsdOGnaXL3MeVcrjqaxryEsCK2Mgj36fWqlzH8rEc5HSuaJ2yRwWuJ5cRz/eFYMZxMv5V0/iWMpACeBvrlhwwNehQ+A8zEfGTMMGkqVgGHHWoq2MApM0ZFJmgBaM0maCaAFzSZozSUALmjNJRmgBc80ZpKM0AFFJmkzQApNITRSUMYE1VX5pC3qasSHEbfStOy8OXl5pzz20RaaIkPEAdzfQeo9KhtLcpRb2PWfgLaqINZu9pEhaOHf7DLY/OvaAoXJHJPU14J8K/HmieFNLutN1YXUcs115gkSLcoG0Lg85HINerp8QvB7xCT/hILJRjOGfBH4UMR0TYP+FRlTjaPvN6elcLqPxl8JWEjxwte3rr0MEPyn6MxArg9W+I/irxfM9poFtLp9o42u0f3/qZcDaD6Cpei1KSb2O08feO7bS7aXQtJkFxrN0PKHlnKwZ4yT03e3bvXisWrb/Jt3lkWCM7Azcqxz1Pp611eneGE8PWFzqN44mvljYhgSVTjtnqfeuJ0jTBfM5uJjFaQKWkkC89M7QO57VxVVCq9ehpUpuCVz3BTWR4ik/dW8Q6MxY/h/8ArrWFYGvvm9gXsE/ma0rO0GVh1eoh9ioVRxWsSBHjFZ2n4wK1gMr2rgR6bOY1QAlq838QNmUivTdWjGXJHFeXa+f9LI7V0UVqYVn7p6v8MFA8HJjvPJn9K8p8a/8AI6av/wBfLf0r174dwGDwZa5/5aM7/mcf0ryLxsMeNNYH/Tyf5Cu2B5sjEjPFPNRJ1qTPFaEksZ4NPdsJUKN6Cnuc4x2piBOKsDgAVAMkHjvU4ySDjtQgJCfkqrPzGh96sNnbVeQkj2psESL9wVYiPA+lVlBAHX8qnjHy59KBMk6pioR8jtg8EA1MBkcVE2N4HqKAHbvnJ7YoRgrEZ4zRH8wYdweajcbWw3GehoAnzkjHNPC8c81XQ4I5/OrIORmmIbsp4GIyPekNL/CPrQB2vjxTP8NvDlyP+WZRT+KY/pWRolwI7ZH7gAiuh19BcfBW1fqYjG35OR/WuEsLki3AzjArirq6O7DOx0SS/a7yRjz8wrsdN4iUVw+iHzZmPvXd2C/IBXDU00PRp6q5cbJrb0h91oV/usayDwvPStHRm/1y/Q1WGdpmWLV6ZonGT8wFKGI/iFBZgSA7Yz09Kkjdj1Y16h5RH5yE43gn0FMuIorq3khf7rjB46VIGbGQ2M0pZyclz9BQF7HCSRy2lxJBIxLIcZxjPuPaoZMtnH611HiCx+024ukyZYR0H8S//Wrm1QOmelcFSPJKx6dKftI3OM8XR7bSJh/z05/KuN713/jGIf2SrY6SqP0Nefnhq78O/cODEL94Ww2MH2qNxhqFOUHtxSnlc1scxHRRRQMKKKKACkpaSgAozRSUALmkoooAKM0UhoGLmkopG6UmMlt8NdRA9N4/nXqPhaPZLcNjlp2b9a8qtVea6jREZjkEhRzjPWvV/De9I8O2595BYnO73rlrPWx0Yb4jpbrw3oursJL7ToZZMf6zlW/MEVQb4b+HWORDMg9BKcVv25+UCrYYYrBTktmdrpRe6Odi8DeGrYhl0yN2HeR2b9CcVqtFHDGEjRUReAqjAH4VbY471UlYkkdqznJvcuMUtkcr4zuDB4fnRRlpsRAD3NchoelG+KxK8iqDufC5GR3/AKCug8dSFoIIQ23BMmfoMf1qx4dsjb2jSsCPOIKjP8IHH65NTTjzyS6HDineZ1QNc5rjZ1RRn7qD+tdCDXNasd2sSewUfoK6K/wDwq/eF/TjxW0v3eKxLDoK2ozwK4UejIx9XTKkgdq8k8RDbqO33r2XVEzC30zXjviZcaiD7100fiOat8J7d4Wi8nwrpiAY/wBHU/nz/WvE/Hi7fHGsD/puD/44te7aQnl6LZJ6W6D/AMdFeG/EBceOtX95FP8A44td0Nzzmcypw1SHioh1p7ngGrJJYun405gACfemRcoPrTn5IFMCaNcqTjtUqDqfemJwKlThaZIScKxqo5/de+B/OrM3MZqrL0xQxosfwA1LAflINRD/AFQp8XFAiwnQVDMNuD2B5qZegpJF3AjFMRBG2GJFTOAyHIyCKqfcfFWom4oGRBcnrn3qdOKa4w2ccUiNmgCWngZjz71Fk1LGcoQfWgR6K0f2r4J3CjqkTN/3zJmvLLaTEdex+F4BffDK7tcZ3rcR498V4rascbT1rmqI6aLOu8Nt+8HvXotkmEHNec+Gh3969Ksh+7U9civNrfEerS+EncDFXtGP76Uf7I/nVKQ9auaNzPL/ALo/nRh/4iJxP8NmmwfexVSefSnRs3mBSCMc4NLnO7BIxUaM6jGT+JzXrHkDmBViMHr6UbsHBzn0p/mHuad5jdvzoAhJBByD6HiuTu7X7JfSRAHYTuQ+xrshKQQDjmsjXLdriIyj70GT9R3rKtDmib4epyzt0ZwPi63MmiSlBnaysfoP/wBdeYOMNXsWpQLdadcRE/fiYdfavIJ1IY561WFfutBi1aaY5OUPrTlPUetRxmnHg10nGBpKc3PPrTaACikpaBiZoopKAFpBRRQAUlLSUDCkNLRSbAYDg4pWPy01uDUkETXE0cKY3OwUZ96lvqM1dJ+wwIkjyA3LZG3qAK7TwjdC4jnVAcJJwfXNcZe6YIrraNiyqAWCniuu8E25iSZ8EIzjHvgV5yScnO7uaYe/tDvLecgbTkVejk3CqMYU4I5q/EnA5pM9VCnpUExwKslcd6pXRwuScAVDKR5/r7m68RmExnaEVN5c7Rnk8fj1zXQi5tbCzjLyqEVQFAOSfoK53QMS+IJ7wyKRcKw28n5t3GM9OKq6xdzXt3LKAzLEpCADsO9dGGjGzkjyJy5pNnoy1zGqf8haY+4/kK6ZTXNaqMarL74/kKK/wnRhfjLdi3St2HG3Nc9YGt6BsqK4FueiyK/+aJq8g8VJ/wATBF9TXsF5/qTn0ryrXofP160iXkvIq/rXTR+I5q/wHtdmvl2Nun92JB/46K8M+IgA8dan77D/AOOCveFG0bR24rwr4jc+OtQ/3Y//AEAV3R3PMZyPQ088pUZ4an9RWgE0OQgx9aX7z5pF6Y74p6jFMRMtTCoo+TU2KZIx/u1UfkmrcnQ1U6k0MaLEf+rApycGmx/dpw4NAidDTzUKnkVN1FMRUnX5s06LJWnzoWXIqGOQxvgjikMmOQCDk/WmFsGrHBWoim4EdxTAcjbqkTI/OqiblbG01cU/MARQB618MZRN4aniJz5d24I/3gDXjN5bmy1q9tTwYp5E/IkV6n8JLjdb6xb55WWOQD6gj+lcH45tPsnj7U0xhZJRKPoyg/41hPqbU2aHhjoPrXpWnrmAc9K848K8qK9Es5Ase0DtmvLq/EevS+FFmTjNXNF/1sv+6P51Rds1oaKvMx9gKeH/AIiIxX8NmjvkLsPJcAHAOR8w9RS4YdFOPpSPneeT1pPmYfeNeqeSSc91pV3D+HioWDGI7fvK2RTgSuRjGaAHncSPkJolXeHTYW3Dmo/Yk8+lKCF6HPp7UAcjPbNa3stvtI2nC5P8Pb9K8g1azksb6a2lILxtgkdCO1e7a1CD5U6jA5Rj/L+teR+Nbcx6yz4+V0U598Y/oKyo+7UcTprPnpKRyyGpDzUP3XxUoORXWcTFHTFJR0oNAhKM0UlAxaSlooASiikoAWkoopDCikpaQxj9M1c0dWbU4iu3KZb5zgDFVGGVNaOg232q9dWQNFsw7EkBQT1rKtLlg2NGlfRtNqAeSaNW2hWVWGMeo5rtfCVssFhsXIBcsM9hXJajaWdlOIYrcBg6qHPU5r0DR7URWca9lUDmvPg29Tow0febNOIkSdK1IOVGazo4zv5/OtSFQFHINXc9BDmHBOKxtbmFvptzKf4Yzj64rak5HWuI8fXwg0n7Mp/eTuFGD2HJ/lWbFOXLBs4zw3dw21xb/aZHjAkBLEZX29wffoa35mNndfZ9IhWbULgZ3tysI6H6E81owaJpq6BayXdt5rRwhsrwxJwdvvyehrUsbRbaJnZFW4lO6Ur3NddGKjc8lKyLy1zusjGpsfVVNdCprC15cXcT/wB5Mfkamt8B0YZ2qDbJgDit63OV9q5605xit20bC+1cB6b2HXrAQNz2rgbe1+2eOtMjxkCXefovP9K7q/I8hq53wvb+f4yknxkQQMfxJxXRQ+I5sRpA9DFeFfEcY8eX3ukR/wDHRXuwrwv4lLt8d3Z9Yoj/AOO13R3PMZxz/epyHmiQYNItaATgcZFSL0qNPu08HtTEWIqlzUcfFSUySKU8VWXqanl6VAvekxk8fSnjrTI6kxTEOFTIcioVFSLwaYMe3TNV5IwRkVZ6ioTxmgSGQsVGKkJ5z2poIzjNOO3b2oGJIMPxU8PJBPpVd87QR0HBqaI4jH40Adl8IrgDxBqsGfv2ysB9H/8Ar1W+LVoYPFlpdgfLcWwyfdSR/IiqfwruRF47MZOPOt5EHuRg/wBDXYfF6w87QbK+Ay1tcbCf9lx/iBWEjWG5x/hw+Xg56139gehIyMYrzrQJMlOfrXodi37ta8ur8R7NL4S8xFa2jgeTK3qw/lWQTkHPbtW1pK7bEH1Ymrwq98xxj/d2LLqAxy6jv3pMr2kQ/nTLg7XHuKgD969M8sskZR181QzDj5c4NKvGA8qk45IBqDdxxkH1pS4IzuzQBNtjByJvqDTxGCCwkGO+B0qru6dMVYt23K49MUARXlp9ptHjEnJGV+Xv2rzfxdYLc6D9qGBJA+W9weD+uPyr1Ik9687+I0ostKnjQAG4mjwB6feP8v1rKafPGSN6clySizyOUYOaVT+tSzqGyR0PNV0Jxg9q6zlJaKBSd6BBQaWkoATpSg5pKSgY402l7UlJgLSUUUgEooNMJoGKTzW14YeT7Tc28c2wzIPlPRgGBP5LmsItV/QrkQatCxON+UB9M9D+dY1481NjWh1F6hvPEttbYOz5JCf+Ag16TYxfuBziuG0a1e41t7knKCIIuR09vw6V6LaR4jHfFcV9DuwsNLlqCP8AWrIVduSORTY1AHSpGYAAD8ai52JFeY7Iic/ga8o8Z3P2nVYYgQdqscA9+lekavdCK1Y557D3rze78PPdah/atpOJFZ1+0xOCHiIIzx1xxSU4qS5jmxj9zlXU7REV3hj2ZSFVP3j97HH5DJ/KreI4gMR8kdMmq1shVCxbLudx/wAPw6VPKHL4CngYGK9JI88etZOvr+7gf0JFaq1R1td2m7v7rg/0rGorxZrRdpoy7E9q6C1GIxXMWb4P411duoEK464rzup672K+oH/RzVHwXB+/1K5I+86xj8AT/WrupcQN7CpPCsPlaPvxzLK7/rj+ldOHXvHHin7h0Arw74m/8j1cf9cIf/Qa9wFeG/Epg/ju6x/DFEp/75rtjueczkpBUa9KmYZWoe+K1ETpxUgHNRZqRTmgRZTpT6jXpTweKoRDLxUSjANSTc9KiH3fxqWNE0dTDrUMdTYzTEOAp3SmilpgSK2abJGGpucU8NkUCKzRlTwKVWz3was4FNZAOg5oHcYrYO09D3qw8YWIH0GKrMuR6VYgbzoXj6uF4HrSATwVcta+OtLlBwDcqh+jfKf0Ne5+MtPOpeENTtgMuITIn+8nzD+VfPGnSta6xbTDhorhG57YYV9SMFkBVgCrcEexrKRoj578OuTcqor07T/9UPpXnum2RsfEl5aYP7iZox9Axx+lek2KYiHpXmV17x7GHfuEx46Ct/Tl22EXuCf1rAbqa6O1GLSIf7ArXCrVmGNfupEUzAuVZc4PXNNBTGPKH1JpZVYythDjPXFIquBnYfyrvPOHIEJAMZB7fNT/AC4jyEA+hxUabvMHyNjvxThKi8FsH3FAD/Ljx/qxSptUMAgweuTnNM85c4Xk0gZm/hOPpQBICv8AdP8A30a434haU2p6JPLCpM1oRMFHOQB8w/I5/Cuv3gdePrXJeO9W/s3QLhUOJbtvJTHpj5j+X86iV7qxrTStK/Y8a6r9Krv8kmexqfvjsaY671IroOZCA0tRI2Dg9RUmc0DFBpKKKYgpMUUufai4xKWikpAFFGaDSAaaY1OJxTGOaBkbt2FLGxR1dT8ynIP0pnfmnr6CpYz2PwzAHiEo5Eh3g47EA12kCYXiuc8N2gg02BSOVQD9BXTxgbAT2rzXZaI9amrRSJd20DnioJZ1RSSaHcDPNZt45CkDk1m2bpGbdyteX8cSkkBgx+grlLeWfUvF948F08SySNlxzkKMAY79K6uzTY0925xHGD78jk/0rmvBsBnurm8kJwASnGcFjk/pW8IXsjy8XO87HTQm8ijG88jPyq2QfT6VLaXy3MkkauweMBiM9Ac/rwasrGjcCRv++agjs4453lixvc5JI/P8K7TnJ1qDUk8zTJx6Ln8uamWnunmQuh/iUj9KzaurFRdmmcnZrvnVe2ea6q2+5kVzOngrKW9OK6a0O5eK8x7ns/ZKupnFu/0rV0iLydJtU7iME/jzWVqYJhcfhW9CuyJE/uqB+ldWGW7OHFvRInHSvCPH6FfHWpk/xOrD6bFr3cV4n8TY9njWZv78ER/TFdkdzhZyPpUTjD+1SUOAVzWghucmpUqIDmpEPNAFpelLTUbPFONUSRSVD2P1qxIPlqvzipY0SpVgdBzVdOMVOCKYhw60uOKQECnBhTAQr3oBp272puQDzQApbaMk03eWPA496TG45bp6UpIxx0oANuetWtKJi1W2kBxhxVPzO2PyqaJgsfmg8qeaTV1YE7O5S1uJrfWbtTw28tx6nmvoDUPElvo/hCHWrhGdWgiZUU4LMwGBntXzncuZLmRySSxySe9emeJ/EITwPoOipCHluLOKd3YjCKvA/kefQVk1ZGm7OT1HXJNQ1m91O3RrZbiXzWVXzszjHzYq9ZeJ9csGJ+1NIMgGO45B/PkViyIwG5MTqYVkLb921B8oB+mOnXGKuJNcJGyTIQGAJV+Nw6jORzWTin0NFOS2Z6PpHii11P8AdXEbWdyODHJ0b/dPevQLf/j2i/3BXz3DNGbksXZGZi7LzgnHyqB2GffH5V7F4EluJfDUX2mRnYHI3Z+UHtk1NOmoNtFVarqJJm4SRcnk9emaU8OcMfcU1wBMzM3foBSFgXyHOD2xXQYjmPHU03e3TJoCju2PwqNlkBwHTH+6f8aAJgz+pp6yMVcHnA61Bjjhuf8Ad/8Ar09W2g8kk8dMUAIZGB6n868l+Jd283iBLbzCUihDbD0DNkk/livWAAT1b8hXkHxGhMfi2V8kiWGNh+Ax/SnHcTOObPbk0gNPI703itCSORCfmHWmqSRx+VSBvypjpg7lpAKCO9LTAwYc9adyPegBfpSUZpaAEzRmlNNxQAuaTNJj3pNuaAFJHrUbMKftxTHFMYw8mrml232rU7aDGd8ig/TPNVK6TwVam48RRuBkRKSfx4FZzdk2XBXkkex6ZEFiHHFapPGOfpVK0UiEe9WGcha8xs9mKI5XCjk1i6hOFyBk9sVoXUuyMk4zWEtyjX5cjLRfMq4zk9j9KlK7HOSjG5a1l49L8KXKsTuMRQH1duP61meEbfytGMhwPMkJH0AArG1Ev9rmaS4WY7s/Lz+nauu0ZAmkWqjy2GzOVGRySf61thqvtJvTY8WbvK5djOxCx47Zo3DGc8nmlLN0JH5UdBnj8q7hDVqVeoqJalWsxnKRHy72WPsHP866KxP7sg8H0rnJXC6tKc/8tW/nXR2RBGK82a949mDvBCXa+Y6jH3iP51trWTtLXUQ7bq1xXVh/hZwYv4kh4rxv4pRFPFqOeklrGR+GRXsgryP4s4/4SGy/69P/AGdq6o7nGzgB1oI60CnL3rUQzoaUcGl2+/FO24bFADwxx7ipd2R71Ei5qQLTQgcjP4VDxmnnkdaYvIJ70mCJF6DrxUoz6/pTEAIqYBfSmIQcHilBPpS4+XilTlcUwG8+9Lsz/wDrp22m7SO5oAcIz7Cl2jqaQZ9aUnAoERuBVd5vJyM8HrU7GqV5gketJlIgdf3x/OvWdb0XT7r+wrcKzXFjYpHOP4SCAwU++cn8a8z0y0N/qMEOMr95/wDdHJ/lj8a9Tso3CtJJlp5CXdj6muXET5VZHZhKXPK72QsXh7TJ4h51jA3/AAAD9RUw8NQwkvZOFJGDFcjzUPGMc8jirFsfMJ5OK0ol2jk1wKcou6Z6UqUJaNHl+q6LJYXYjmiMBZ/3Y3fIQByQx/lXqfgBJE8KwiQkne20nOSo6ZHaqep2Meo2E1tKoYSIVBI6HsfzrW8IW99a+GLOPUkKXW0l1PXrwT7kV2UanOtTzcTSVN6GlM22VjgnntTT6/yoldxM2CRzTXdiw5OMV0nMPLDbTGyAh56EdKTec/eNOB3Z5/WgBAT7/lS846H8qOnQ0oJ3DnvQA3JzjB/I15D8QUQ+KrhhIWk8uMEY4TC9Pr3/ABr19vvsGPFeFa3ff2jrF3enrLIT+HQfpVREzINNwD9akZSBnt60wjP1qyBpHFN5HSn8jqPxpvBpDGMgbkHDUzeynDD8alK5FJzjB5FADd49M0bh2pDGOqnafSjLr1XP0oAXNLkUmVPUEGj5aAFzRkUbR6UbR6UDAmonOakJAqEnmkAAV6D8NrEt9qusfeIjH4cn+defqMmvZPAVn9n8P2zEbfMy5/E1hiHaJ04WN5nXou1OnHpUczDB9KscqvzfnWZfThIzg4NeeeqkZup3apG3OcVzcvh691fbdPLFa4+4j5yw/DkH3p2q6hDJeR20kuxQyszYJ7+3StuGzXVC5fUBcWzclLY4HtuI5qoptnBiJ875UchcW9zpupLY3E0ExYBiyPng+uOhFdlpF9Le2vlK6edHxux8u31Nc1bafbTeMZ4baERWsLnKjJ3bcZz9TXXx2qwukkCeWFBUgDAIP/161oUXGfOtjhXUtg9s5+tN3EkckD6Uic+v5GkyQcnOB7Gu0Y9alWoVqZazGcbchl1CZSORKf510OnPwoPesbVVX+2pceq5x64rStBtIwTXn1NJHsUdYJmquPtaYH8XWtNazQclXA+7g8VpIQQCOhrpw791o4cWveTJBXi/xPuWm8YNE3CwW8ar+OWP6mvaBXlnxU0S4fUINWt4zIghCThRyuCcH6fyxXTF6nIzzgU4UwGnrz3rUkCR2NO357UbaTbg0CJFJqTOPyqJKlJ4poTIm44pq8Urc0mMGkMnjFSgjNRw9KmPFMQA8dKE4pR0opgLiijdS5PYUCEwKYzAU8+9RsR2IoGRSSBQSay5ZS8nHNbEukalNbCdbSUQHo7DAP09a0NK0qKycSyqzS9c4HFZylYuKNHw5oZs7RLu5BFzcSqiJ/cQZJz7k4/Ku8iVbbT57qQYVULfgBk1zlpN515bggYXJHrXWapYXOpaDNYWAjE867F3ttGO/P0rz6zcp2PVwvuUuZmJoV95tpGSPmIyfqea6ONiy/MoxXLWGkXmkasLO7mjeVY1ciIkqM9q6uQrFDyOcVk42djqi1JJoaVxz1ro7Zt9rE3qornYyWgDkdTit7Tz/oEQ9Bj9a3w+7OHGrREcv+ubhuvrSHBAAU8e9Eobz3wD1pmH/ut9a7Tzx2QOx/MU8KpQkFgfwqLDgdvxNOTcytx245oAUDA6sx92A/pS49j+dIFf0/WnBH9B+dAEdwPMik9SjdCfSvn1zkk+9fQhyp5C/wDfVeD65YHSdevdPYgiOTKkdCp5H86qImU1wUI7VCRgkelSqflP1qNh36/0qyRhppANPz69KQgHpxSAZyKOfSlIPakOR1H5UAJkd6CfSjI/vUvHqKAG5+hoGfSnZHrSbhjrQMOfWmkD/wDXS5z0xTWDHvSARiAKj2k+1KcjtSqaBlizt/PuoYBnMrqg/E173pNtHDZxxou1AAFA7CvKPAen/bteMjJuW3Tfz2YnA/rXsUSCOFVHTHWuLEy1sehhIWi5Dp5MKQSeO1c3ezvc3S28bYdyQK0tRvESNvm56ZFchp93Nc+JyEAHlBlG7t6mueKuzorVOSNurK62v2jx6lsCVWOQA5GcKFyfrXS6lp5tLWe80yOOK7iHmK8A2+ZjqHXuMZ61h+G52l8aXN8ekfmsxYdB93+VdZ4iuIJPDOoSqP3ixcFfcgDkVtFaXPMjs2cn4RzLd3d05JdlyT7s2f6V1e/Hc/nWb4S09ToQlZdjyudhJwGxxj26GtFlVZfLKHOOc54reltYi3uoVZechj+dOZ/lGGJB96aApbbsX8KldV4BUe1aiEWphwM1EtR38/2fT5pM8hcD6nis27K40ruxy25ri6kl7sxP61rWzFML+JrPso+laBIQ57150ndntwVlY2rcZi4PNXLViYyp6qcVl2EwZceladuQd5HQkVtQfvWOXFr3S2K5zVruQao6tEDbIAjSehxnn25xXRCse4UtfzlDht3rjsO9dUjzkcjqvgTTtU3TWLC0mOSQgzG34dvwriNT8K6rpTHz7Yug/wCWkXzA/wBRXtlvbSH+Bxnuqqa01tEl4mthIp7PGMH86pSaJaPmnaw4oPHUGvo278E6Dqsm+fSIVYjBaMFT+mAKw9Q+EWkzMxs3nh9F8zOPzzVqaFY8ODAetSbgVr0u7+EN5F/qbpmHvGD/ACNYlz8OdUgJ/fRf8CRl/wAarmQrHFk80ma6aTwRq69PszfSXH8xUTeDNZxnyYf+/wAtF0MxYjU/pWtH4M1nvFCP+2w/pVu28FatPdfZwsW4ru4JbjOPSnzIVjnxjHWjivQLT4U6pJtMsu0N6R4/ma3NN+EtuwzdzMenG/8AwxS50FjyPeBVq20/UL0gWtnNKT02oTXv2nfD3QNPKlbNHcd2FdFb2NrartggjjH+yKTmHKeGaR8Ktf1Mq92YrGE9TIdzf98j/GvQdJ+G+g6HGJZITe3K8+bccgH2XoP1rucCqGoyeXCfpUOTY7Hmni797dLErgqOzgHFcyLLB5ZQP9la6PVIGu793LcdAKp3VisNuFwQW4z3FZstGdaRpHqm35sBACTzjNd9pRWNzI7hY4YizE8Ae/5A1zOgGw0vT57e5mXL5BLc7s1Xh1DVBrV1cAxnTJYjB9lfPzr/AHvY8n8K5rrn5mepyydHkibAeLVPEU1/BIz27KioSMA4HUd+au3CmRtmflHJrO0uWKCAIPvBecVpWym63f3Tyx9BWTfM7m8UoxS7FZnbnHES/wDjxrpbBHjsYlcYbGSPTNZ1pbrc3QOP3UZz9cdP8+1bNdNCOlzgxdS7UUZ8+fPc+9JG2SVx1GKdMw85/lBOe9RhiDnav4V1nEOT/VhSdx9aVeD1qMYHREGTnp3pd5HIC/lQBKDjvS8Adai8xi7ZACjpgdqN/ORigCVsHaT6eteVfEzTjb6tbaou3y7hRG3qGUf4Y/WvUvMPXOa5nx5p7al4WmKhmkt2Ey/QcN+hP5U0B5Cv3TTSeaSE5QqeoofINWQIR1x+VMyO/B96fnNNODwaBiYNGfegrjoTSFiOozSACoPUU0x46U7cPpS5HrQAzbSbDjINSEik4FAER3CmmQjrUpcVGzZ4oGM3A96eqljgAkngAU3jqQK7XwP4Vlu75NSuInjgi+aLIwXPr9Kic1FXZdODnKyOw+H+h/2bprSTLi4m+Z/b0H4V1F1KI4Tk544JqWzi+zwCPA4GfxNZusTrgpkAV50nzSuevCKhGyOM8VawbeDEb/vJWCqPT1NM0u4K6zqN7EAuGYjb0GTxjNcdr2oDUNYlkTPlp+7TPt1/XNdt4Ht3uLa6IUMSEPuTyeK35OWKPNrVOeoP8IQONSvXwGZeFOcAndyfpxV7xdM8WjgLIf8ASJgjpuyBj5jgfWrHh+wuLG0mnuImQzMWB4J4PTHbmszX42vNQsbYAcPzz3JHWla0TPaB3GhWJttFtbaQAx+UM49Tyfx5pNVtni/eggkEIxP8Xofy4+orahFu1lhmk2g5Xav3T/nPFUL8+dp8jjI+TB3cdCCP61tHQpx0MaJsOMkAVLIVPQ/pVfJ3jaVP1NSsX2Z+TFamQq1l+IGzbQxg8s+fyH/168M/4STXR/zGtR/8Cn/xpkmvazKQZNWv3I4G65c4/WolC6sjSElGV2e2W0RVBVTU7wWl9bRE8Sg4+o/+sa8fGv6yMY1e/GOn+kv/AI1FNq2pXDK02oXchTlS8zHb9MmuZYV31Z2/XY9Ee/6ZMGG4DqK3bNcQA/3iTXzQmv6zHjZq9+uOm25cf1qQeJ/EC4xrupjAwMXcn+NXToODu2YV8QqqskfTorGkb/iaXIP94fyFfPn/AAlPiH/oPap/4GSf40w+I9cLlzrWolj1b7U+T+tbOFzmTsfSlvIVI9K14ZQADyPpXyqPE2vjprmpD/t7k/xp48V+I16a/qo+l5J/jQoiZ9bpcDj5j+VSiYV8ijxf4mHTxFq3/gbJ/wDFUv8Awl/ib/oYtX/8DZP/AIqnyiPrrzAelNYowwyg/Wvkf/hMPE3/AEMer/8AgbJ/8VR/wmHib/oY9X/8DZP/AIqjlA+rpNPspc7rdOfaq/8AYWnE58kV8s/8Jh4m/wChj1f/AMDZP/iqP+Ew8Tf9DHq//gbJ/wDFUWA+rItI0+I/LAtRywRQ6xYyIiqCkkZwPof6V8r/APCYeJ/+hj1f/wADpf8A4qkPi3xKxBbxDqxKnIJvZOO396jlA+www8oEdAajiIDsD1r5C/4TLxT/ANDLrH/gdL/8VX1F4PuJLrwnos1xK8k8mnwu8jsWZ2Makkk8kk96TVgN/eKN9IFWnACkAmc1i6zLiFgDWzJwvFczrKyFTtBNAHLmIGQsfXNOvFWZE2joKczhWIZTkUAlu1AzMm0lbmPg+XKOjgfzqKDRdVllWNGhIPAYvW0FIPIOK2NMspWmjbb8uc1nKnGW5tCvOCsmciPD2q2lw7SwSPGO8R3V0VojXFsLa2Rox/y0d1Ix/wDXrpbuLyrgjscMKhpexjcv61KxFbwJbQLEnQdT6mpDS0lbJWOdtt3ZmTuBPJ8x+96VEXB4DNn6VRv9SWK/uI/LYlXIzniqrakScCL/AMeqxGuZFQ4OaTzQ3Qn86xZNRkb5jGoOPXNN+3z4+6v60AbZfJ4z0xjPWnb0OPl6e9YYv7jrhQPTFL9unPUr/wB80Ab6sjA5Xp70rwxSxvG65R1KMMnkHg1grfXC5wV546U431ywxvx9FFAHkF/bDT9aubP+FHZQT6A4H6VCxUrjrWx4riI1y4c535znpnIBrA+arJJCCOvI9RTc+mDSASHkDH1oJPcA0CDNGRRuGO9BYelAxCBSEUuT6UhoASmk0pOKYxoGITkVJa2k99cpb20bSSucKoqI9K9d+HfhtLTSxqE8f+k3AyC38KdgPr1rOpNQVzajS9pKxW8M/Dm3j2XOo5mlQ5C8hQfp3/GvQUt44EChRgdqsIFijwMACqtxOFUkDNefKbk7s9SFOMdIohuLoR5J5rz3xb4g+yQOkbg3EvCDuo9a3PEGrpY2ks0jgAA4HcnHAryC8u5b66e5nbLv19vatKFPmd3sZYmtyLlW5GvWvV/BZSHSbiMkb2dQOSDgDsR9a8pgXfPEmM7nUY+pr6Ag0KHR7WUWCbhvLMhbv6fl0rpqrY82Cu7j4phGRu5VxwpPYcn9c1Xn0zTbrUluUD28sY3MzPuRm7A5/pUwTIwVw2Mjbztz2P50scCx+W0iAjI8sqfu8VkbNXNC0c2g+ViU5J5yTznB/OmahdJ/Z08jhYg2F+Z87mJ6D8BmnRpp0jeWYnV0XIcuQvHHPp0rktZv4tQeOCH/AI9YCduP4mPVv6fhVx1ZMnZFoXdspybiL/voVL9vtmhOJozz03VgLEEHSn7cdq2MTwqiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvrHwax/4Q3QmzwNOtwP8Av2ua+Tq62z+Jfi6wsYLK21fZbwRrFGn2aI7VUYAyVyeBSauB9SiUDqwp/wBoUd6+XP8AhanjT/oM/wDkrD/8RSj4qeNB/wAxn/yVh/8AiKVhH1CbjcOBmqs6eYPu/nXzSPiv42HTWv8AyVh/+IpT8WPG5663/wCSsP8A8RRYD6Am0lZJMlBUsGjpkZQV89f8LZ8b/wDQaH/gJB/8RTh8XPHI6a5/5KQf/EUWA+jn0SNwMqK1LSzSFANor5f/AOFv+O/+g7/5KQf/ABFL/wALg8ef9B3/AMlIP/iKLAfS2rx8xyDpyprMr54l+LnjmZNkmublz0NpB/8AEVB/wtHxl/0GB/4Cw/8AxFFhn0dR2r5x/wCFo+Mv+gx/5Kw//EUf8LR8Zf8AQY/8lYf/AIiiwHrWqA/2tdD1kNVFUjrmvJJ/HPiSWeSR9R3O7ZYmCPn/AMdpn/Cb+Iv+gj/5Bj/+JqgPXyMjOMUoHvmvH/8AhN/EX/QQ/wDIMf8A8TQPG/iIdNQ/8gR//E0Aewgfh3p+M9P5V45/wnHiP/oI/wDkCP8A+Jp3/CdeJP8AoI/+QI//AImgD2MLgHjFOC5PvXjP/Cd+JP8AoJf+QI//AImj/hO/En/QS/8AIEf/AMTQB2HjOMLqUbDq8Qz+BNcoRjIrPvvEurag6PdXfmMq4U+Ugx+QqmdQuif9b/46P8KpMlo2iB3JNNwB0BrF/tC6/wCev/jo/wAKc19cnrL+gouOxr5FJu9qyPttx/z0/QUfbbj/AJ6foKLhY1jk1ZstOutRn8q0gaVu5HRfqegrn2vJz/y0/QVdsPEOqaT5v2K68rzNu75FbOOnUGi4WO0j8DybVM96FbGSscece2Sar3fgueONntbgzMOdjrtJ/GudPjfxETk6h/5Aj/8AiaQ+NPEDdb//AMgx/wDxNK4zc8MeHZtT15Le5t5EhhO+bcp4x0B+v8q9whKjCKAFHb0r57tvHHiO33eVqO3efm/cR8/+O1IPiF4pU5GqnP8A1wj/APia5qkJTe524erCENnc+iHwU56HqPWsq+l2AgHHFeIf8LL8XYx/a/8A5LRf/E1Xl8eeJpgRJqZYHrmGP/4msvq8u5t9ah2Zu+NtQM15HaKxwo8xvcnp+n865TNVLvUbu5unmmmLyHqxAqD7TN/f/QV2QjyxscFWXNJs6nwxEk/iSxR+FEm48Z6An+le1Qapc7QJkS6TOSxOGP8AwIc187afq99YXaXFrP5cqBtrbFOOPcVp/wDCdeJFbI1LB9oIx/7LRJXJjKx72b2Fgdkc0JPphv8ACkS4jV1fy5n2jjL7Afrj/GvCB4/8Tj/mKH/vxH/8TSjx94nJwdUJH/XGP/4mo5DTmPatU1GWSEhtuGPCrwP/AK9c7HH5bkAfKa8wm8beIp2UyajuKnI/cx//ABNN/wCEz1//AJ//APyDH/8AE1UY2M5O7PWBgj0H0pQcE/5zXkv/AAmfiDGPt/8A5Bj/APiaP+Ez1/8A5/8A/wAgx/8AxNUSf//Z", "path": "000506.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000507
Men Tshirts
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", "path": "000507.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000508
Men Tshirts
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", "path": "000508.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000509
Men Tshirts
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", "path": "000509.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000510
Men Tshirts
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", "path": "000510.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000511
Men Tshirts
{ "bytes": 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", "path": "000511.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000512
Men Tshirts
{ "bytes": 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", "path": "000512.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000513
Men Tshirts
{ "bytes": 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", "path": "000513.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000514
Men Tshirts
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KKKpCCiiimAUUUUgCiiigAooooAKKKKQwooooAKKKKACiiigAooopAFFFFABQaKKAEopaKLAJRiiipsAlFLRSsAlFLRRYBKWiimAUUlLQgFBr6L8E6j/afgzTZjy0cflN/wAB4r5zr2n4R3hm8OXdqf8Al3nyPowzWGJV4X7DW56FSdKWkNeeMSilFB6UANpKU9aKAEPSkpe9BoASjuKO9A60AXz1ooPWigAooooAWikpaAA0lBo7UAFLSUtAC0HPBAyRz+HeigdQfwP0pN2GeGfF/Sb2z8VpfzjNtewqYGz2Xgj8K88711/xG8Sz+JfFdw5c/ZbQmCBM8AA8n8TXH16eGU1TXPuQ9xaSiitgClpKKaYC0UUU7gFFFFMQUUUU7gFFFGM1IwooNID60r2AWijPNFMAoo7UmaTaQC0UZoouAUUUlN6CFooxRRYAooopDCiikoYBRRRSAKKKKQBRRRQAUlLSUgClpKWknZAFemfB6eUatqEIVjC0AZiOgYHj+teZ9a7n4W6nLZeLo7VW/c3iGOQfQZFRWu6bsNbnudNpe1GK80YlFBpM0AIaKWkoAQikp1IQKAEoHWigdaAL560UHrQKACiiigApc0lFAB1o6CiigApaSloAM1Ddy+TZXEmcYibn0qbFZXiaUw+F9SkzgiE4PpzUybSdgWrseCeKfC8+g3LSq5ns5G+WX0J5wa5uvcNVks5tHJumhe2aMF2b7pBHWvFr9LWO+lSymaa3DfI7LtJH0rpwGLnVhaa1RpVpqNrFY0UUCvQe5iFHaikouAopaSlqkAUUUVQgxRigZJwOaUgjqMfWp50OwlHIoqe1tbi9uo7a1heaeQ4SNBkk0nNJXbsBAauJpl/NZNeR2Vw1sv3phGSo/GvafBnwbhtYo77xKgnnYblsw3yx/wC8e5r1SG2ghtPsaQRLahdohCDGP5V8/i8/pUZckFzdzohhpSV2fG2KK908a/ByG9E2o+G8Rz5LPaE/Kx/2fSvE7yyurC6ktbyCSCeM4eOQYIr1MFj6OLheG/YynBwepXzgUZFH1peDXekzMTANHToRXVeEvFNpoUvkano9pqNi7ZYPGPMX/dNe5+H7XwJ4pshd6bptg/HzRFAHT2YV5ONzCWGd5wdu6NadPm2Z8xZPrR17ivrX/hC/C7Lk6HZAf9c6p6n4f8FaFZNeajpunW0Ccl3QZPsB3NefDiGFR2UGzV4ZrW58rYHqKWvRfGHj3R76GbT/AA7oNlawPlWunhG9h/sjtXnQGBXu4apOpHmlHlOeSs7XE60UUV0eYgpKWik0AlFFFIAooopAFFFBoAKTvRQOtRLsA4AsQAMknAA716nZfCP7X4et5pLx7fU5F3FGXKDPQVyXgPRTrfiy1hKhooT5smemB/8AXr3LVvE2j6Ehe/1CKNwMCIHc+PYCvBzXGVqdSNOhuehhKNOUXKpseBa94V1bw3Ns1C1YRk4WZeUb8e1WPAjbPG+lMP8Anrj/AMdNdb4p+KVvqenz6dp2nBoZQVaS55/ED1rjfBjeX4w0tj/z3A/MGvTwlSvUoN142djkrRpxnaDuj6NYYbn1pDTmPzEAUhrmIGnmkpaDQAlJilooASg0UhoAKAOaKB1oAvHrSUp60lACiikooAWigUcetABR2oooAB0pRSUtAC1z3jl/L8F6mT90xFfxNdBVXUNIi1y2WxnfbG0is3uB2rKrP2ceccVeWh4N4x/tix0vRdPv12W72izRMOPMB6A/T+tcZX0V8XvDv9reE1u7aLM2mHKgDkx9CK+da6MrxNOtQTj0LrQcZahSUtJXpmIUUUd6lgKMUuKQripYopZ5khhRnkkYKqqMkk9BVXsnzAWdK0u81nU4NOsYzLcTNtVR/M+1e4RfDOz8NaVBN9ki1C4VMzO6ZYHvgenpW38PPAkHg/ShPdhDqlwoaWRsfux/cXP612Ul9aR58y8thng5lX/Gvk8xzOpUqclG/KvXU7KNKy5meXwXVu7Nm1hgCjg+UNwx2PHWldLNkVTbwujnDhkGD7E10ur6TZyNJd6bPbSOTukhWZeSO45rg9d8VWGjWI5jkuzzHbp0B9z/AFrCl7atJWvd+p0SlGKvIfrFt4ctrNrrU7G1QIOF2YYjsq46muI0zxy/hzVri80HSrK3WQ/L5yGRlHsc8Vz+q6xe61dG4vJSxySqDhU9gKoEknmvpsPguSnaq3K/3HBOpeV46Hpg+OfifvbaafX9yef1pw+OniXvZaaf+2R/xrzDFaOl6JqOszeXp9pJO2cHbwB+JqZ5fhFrOCEqtR6Jnoq/HjXs/Ppunk+wIrG8V/EO38YWm3UdAt0vFGI7qGTa6/XjkVjzfD/xZCMvoV3j1Cg1my+HdbtjibSr1T/1xY/yrOjRwVOpenZPyf8AwRtza1MzP50Zq22l36jmwuh9YW/wqM2lyDg20wP/AFzP+Fek6sf5kZWK+au6dqd9pN2l3p91JbXCHIeNsH/69VWVkYq6lWHUEYIph60SSnG0tUwPbNC+M13eaU1nc29v/bJAWG4kbbE59/Q/zrmtY8OeIvEV095q+sRSPu4BJKqvsO30/WvOuK6TRPF1xp2y3vAbqzHG0n5kHsf6V5Usv9g3Uw6Sf9bGyq82kjQX4c3rFf8ATocYO/5D8p7fnR/wrq7Cjffwqw++pQ/L6fWu003UbTUbY3ENwHSVRhR97I7N6Glu72LToJLm8lESZwSx7/19K4/r2JUuXr6G6o07XOEPw71hVGJ7MnOCPM6enauWurdrS7lt3eN2iYqWjbcpI9D3rpte8bXOpK9vYqbW2bIdgfnkB9T2HtXJ9K9nCe2avUZyz5b+6FFJS123MwpKDRUsYUUUUgA0lBopPcBafFFJNIscaM7scBQMk1e03TTeSAyM0cRyAwGcn2q9ZtZ6HeTyTSC4dRtjVRznvn0rlniIptR1l2NFTdrvYzI57/SZ5Y45ZrWVhtkCsVOPQ1Vd2kcs7MzHqWOSalu7mS8u5LiT70jZI9Patvw5oSXrfbL2J3tEOAinBkP19KU6kacPaTVgjFzfKjKsbC71GcW9lbSXEv8AdjXOB71158I3XhRdD1TUJNt1cXyBYV52pnufWvWfC8GjR6WkmkWcVuvR1UfOD7964P4pXF3qHjLTdLsonlltlWQIg7kg15VPN54nE+yS5Yo66mEVKnzPVs9VcZdsfWm5zTYixhjMvEhQZH86WulSVro4rO9hD1opaKYCUlLSUAJ3opaQ0AFIOtLSDrQBdPWig9aBQAUUUUAKaKKKACiiigAPSlpCeKWgAqjq9xNb2IaB9kpkXa1Xq5f4gXE9h4Tk1K2wZLaVDtboQetYVouUJRXUum+WVzqf7UsbjSnvZ3UWYRhOW6KMfMDXgVj4MtPFup6n/wAIzfxqsDl47e5+VnQn+H27VHa+MrnWEbRtVkMOnXbYf7PwQ56MfUZ61hxy6l4P8Rb4naG8tJODjhx/UEVngMDUwykua0t12OitWjUs7aFbVtGvdEvGtNSt3t5h2YcH3B71nY96+l/DuvaP460pLl7a2e5QYngmQMUPfGe1T3XgHwlqClpNGgVvWMlcflSee8j5K0LSW9geDbXNB6HzDg09I3kcIiMzHoFGSa91v/hL4bmD/Zzc2z4+XZJuX9a5uaGb4dXJkk8PQXVuV2i8iJOfrnOK6aecUaytR1l2ehLwk46z0R5reWFxYTiK6jaNyoYA+hpltdS2lzHPBI0UsbBkdTypHeuuuNW07xdrsEF3C9nBIdkUikMyE9B9M1heIvDt34d1NrS6GVPzRSjpIvqK7qOIlJqFSPLJ627oyqU0vei7oZd+I9bvWJudXvZc/wB6ZsVmtI7nLyMxPqSab1GfSu80r4byzaPb6nq1w9lDccxjZnjtn0pVqmHw6UpJK5MYym7I4UOy8qzA+xppJY8kmvQ3+G1q/NtqpwOpZM1EPhshA/4mbZzjb5J5+lQsfh77lOjPscBmnfjXdH4bOchdTQsD3iIFdb4V+Ek1uDqN3JHLKD+6ikTGP9rH+NKrm2HpRbvcSoTb2OL8OeBpr1Ir7UyYbQ/N5XR3Xt9Aa9BjsUs7U29qiQQINqIvGc9cmulbwlqO9mE8bN1JPRz6e1QjwbqQkJF3GSy87h1b/wCtXzuJzNVndy07HbToqCF0nxPeaZILW+V5rZflDdWX/Gu2gu47m3WW3lSRG53Dp/8ArrjD4O1FwM6jECBxkHBaq+p3Vv4AiN/darEpfkWiqSZvYDt9a8+pCOIklTl7z2SNHJR3O6nliht5JriZI4VXLO5AAHvXkHjD4vWMDS2fhy1imlxtN7Kgwp/2R3+tBjX4sswj8Ui1VPmGmNHgqPf+/UB+AznBGvRjPTMJr0MHToYWV8VP3u2tjnqSlLSB5DdXc97dSXNzK0s0hyzt1JqE168fgJeZ41+1x/1xb/Gj/hQt9jjX7Tp1MLf419BHNsIly8xzuhU7HkFPjjeaRY41Z3Y4VVGST7V3998MWtJ/Jj120uXU/vPKiYhR9e9eseBvA3h7QLRbuy2314ww1zIMlT3AHas8Vm1ClDmi7jjh5t6nnngb4W65LcRajfTHTrfIYxDmSQehHQCpfiJ8NNZjll1Swnk1C0BLeQB88Q9h3/nXuIYjjH50odgRt4PfvXyzzys6/tLL0Ov6uuXlPjQqQSCCCOCD2plfRvjT4Xab4m8y7sAtnqZ53KPklP8AtD+teGT+Fdct766s/wCzbiWW1fy5TChcKfqK+vwOZUsXDmjo1ucVSlKDszFz60Zq/LouqQnEum3acZ+aFh/Sq7Wl0gy9rMo94yK7fbQfUz5WQZFHFKysv3lK/UYpvWnzphYd1owRXS+HfA2s+I5o/IgMFs3JuJhhQPUeteveH/h5oehQEyQLfXDLteWYZB9gO1ebjM2w+H0bu/I6aWEqVNdkfPZpyrnGTgZrvfHXgCTQ2fUtOBfTmOWXHMJ/wrgckV1YbE08RTU4vRmNSnKnLlkelva6bb+Dhf2tzHshGFII3H8PUmvNiS7FmOWJySe5pNxxtydvXGeK1NH0DUNclVLOMEFgpYnpWdKFPCqU6krp9y5TlWaikQaTpsmq3y28Z2r1d8dBXoVnHDassIIVUXCgdq3NG+Htzp0BgW5iQH7zkZLH1resfBVlBKrTu05znYfu5/nXzuYZrTqStfRHoUMI4rXdnPaJFqkmpG40yOSJcZeSQYRgPWuu8NLY6h9p1qMrNdzOYmlI5XbxtHtXO/EnxOmh6MumWThL25GBt4Madz7Vyfw11+60yz1SBoZZLVoy6MBkK/cD8OaxhhqtXDSxCXLqrehU6sYzVNansbOjM2Pu9M03tWR4WvF1Hw3bXKMXDFuT9a2DXt0Y8sIxZ5dR6ysJQaBSGtSAoxRRQAlFFFACYoxgilpOpFAFsnmgdKU9aTNACmkoooAWjNApaAEooooAKXNJQDQAuc8CuS+JF55Hgq/tim4TL19CD1rrfT19a53xxpP2nwjq9+Tkw2bLGvp6muepUjBJvuvzLgr3Pm49K+j/AALLp/ifwbp899ZW880SeSxkQEkrxkmvm/PIr0P4YeMT4eurmymG+2mw4Unow4rozmhKph+eG6Lw0kp2fU9rfwzpVs7T2NrFZ3IXieEYI+g71z8vibUtHuWttQtVdlPDqMBh61rW/jOyuVw0EwOMjaM8VFfT6J4hthCblBKD8hY4YH/CviVGbl+9Vz1oLTUy5fiBaEndYScDPynP5Co28Y6PdQeXMkoRx8ySpnP1rkrq1udMv54bmAmUDh8/K47YNZWoalBaWvmTnEeeBt5Y+g/xr0qeDjKyjf5ClV9nqyl4v0rRoZP7T0KYxYcM1sRwp9Qe30rs7u58PePPBsNu+oW8GqRxAxq5wyyAfd+hryfVNZl1JyqoIYAeI1PX3PrVNrSeO2S5ZD5TdGHavoVhJOEHOdpLZ/oee6y5nyLR7no3w48Af2jqMmoaxD/otpJsWFv+Wsg9fYV7jLDDeW5triNZISu3y8YCj2r588AeOpfD16llfTM2lzN82eTEx/iHt619AwzCaKOWOVXRwCHTpj29q+fzz6xGrept0tsdOG9m4e7ucLqWhf2JeffJgd90bHofY+4qJQLmGPy/MdixCjoQT2ArqPFviTRPD2kGTWAJBLkRWo5aQ+oHb614tbfFHUrC5kms7K2U5Pl+bl9g9KvB4aviKXMl89gqVoQdnue4aN4eEHl3N+RJMMbIyOE+o7muiX7vPJ9+3tXzvJ8a/FjjCfYU/wC2Of61A3xh8XSZ/wBJtVPqIf8A69E8hxdR9PvMvrUD6OYnpg0m7YCWAXj7zdhXg/hzxR8RPF92ILC8CxKf3k5jwij3PevVToV7Nohs7jWJbi6J+eZh8p/2cdhXnV8B9Wny1JL5G0KinqkzmfGvxVsNCaWw0dFvNRAx5v8ABCff1NeGarq2pa5fyXuozy3Nw/VmHQegHYV7BdaNFpN0wutOihcqVBjQEMM84J65pyCFElVWMWWCpiMY2n1Ne9ga1HDQvThd97mFWlKb95niltNdWs6XNq8kUsZ3LJHkFfxr13wb8YJYylj4n3sh+UXoXlf94f1FX5vssMryRtlV2xldgwc9eKsWOk3esTeXBGqxBvmdkG0L/WrxeJo16b9pD53FToSi/dZ6IdSshp63wuY2tWG5JUP3vpXIap4juNSY21vi1gI+633n/H+lX9Q8EwXmhrZW97Pb3MYJjnQ/LuPfbXjfiWbxf4Uuxa6lINhGI5lUMknP3s+teVgMJTrtqEtfM2qVXDdHeL5UcgSJ/LMkJzgYzz60umX11YzJPbSMAq/OpPysO2a8sh8b6qh/f+XOuCORg/mKlTxzeqYytvECoO/BPzn19q9b+yqzXJJoxWJifR2j63a6vADGwW4H3485P1q5eXkGn20l1eXCQ28Yy0jnaBXzPa+P9UtLhJ4YolmV9xZSRn2rr7KS0+LN0sWp+JLmwvwOLDYDC2O6c8n6815lTInSnz1HaPXqV9ZUlaO4vjX4xT3Rew8NFoIRlXvCMO/+6Owrz/QPFWq+HdWGoWVy5dmzKjsSso7hvX616efgVaYIXxBMDngG1HH15qlL8DZVz5WuRn03Q4/rXr4bGZdQh7OMtHvoYypVpPmsei+EvGGm+MNP8622R3S/6+2kAyp9vUV0DQxkYMUTf8AFeM6d8KfFGh6jHf6Tq9ks8f3SWK59jXop8RS6bDFDr1oyXwXlrX5o5fcH+YrwcdTg581Cd0dlFytaaNeWws5T+8srZsesS1yviPwZaXLrfaPbWttqsGWjLR/u5P8AZYVrSeLNIRQ5nYDHOB0qGTxZoksgVbraScAsODXJRqYmEuZX0N3GElZnnK/FvVtKnksNY0aHzYW2usX7vH0FWk+MumPjzNKuEPfDg1teLPDmkeMbIzW1xBHqUQIjkyBuP91vavDb7TrzT76a0uYGSeI4dQM4/wDrV9JhqGDx0OaUeWa3RxVKlag7Xuj11fix4fuoZbe7sbkQyKVZSoYEGvPJNBtbm0v9VsZ2fTYnIRCMSDuAaztP8O6tqkoS0sJnycFipVR9SavLDd6E13p5mik88BZFibIBBrshRo4S/sJavdbmblOtK80N8M6Wt1P9okBKK21RjIz7+1e4aJpFvpFlEkUSK7DcxA5+gry+yvrXw9BFfTfvIlA8uNWGZW/w9ann+MGos5aHTLaM9tzFsV52Nw+KxrvT+E6aFWjRVpbnskRNJeXKWVrLcTcRou7ryT6V4bP8VfEtxlEkt4Qenlxc/nXovgjStSuNOfVPEMs1xPcDEcM3IRD6jsTXk18qqYWHtaslbt1OuOLjWlywPOr3R7zxDrlxqurzeTHM+RGnzOB2UenFd74F0qG1uJkS3KWsKcA87mPr74q3qXhRlElxpkp8vktGfvD1wauaHdWmjaCJbl8TSkt5anJIHStsRjZV6XLF/JGcKEYSu9zbgtbeyiEVtEsaZyFXhRmpMYrN0fVpdVSaSSNURGxGB3HvWma9vBtujFy3PKrpKbihKbS0GukxEooopgJRRQaACkHWjil70AWz1pKCeaKAEpRRQKAFozRSUALRSUuaACgUZoHFAC4wRyBnuaxbTxNDfan4j8O3UAcW8RKKejqRyPwrax0OOlcT4p03SfDF7ca9JeTi61FvKKsflJwOlcOMs0o9Xa3yOihvd7HjfiPQ5NDvygYPbyEmJ16fQ+4rJt5mt7iOZeqMGx616h4st0vtDkiyHeJd8ZA/iHXp6ivK+DXq4Kq8RStLpp6mdWKhLQ9d0m+F1Yxy28nGzO48kD/Ci8kgtU8ydkhhVcmX1Pp9a4PwvrTafd/ZZJlit5zjzHGRGT3PtXV6z8MvFV8yTRX1rqMJAKMkm1cH0B/nXk1cHCnW/ey5UdUK8nH3VdmLqfjLzGQWu+bDBmaU4HHZR1rf0LTPCnjEB7m6uI70cfZnfaB/u+1cpdeAPE9k5V9MdiOvlsGqC38J+JFu08rTLqOUNw2Nu0/XtXXOlhnT/czUZd7mcZ1Ob343R6PfeAvD+mxNItoxKA/ekJyfpXCTeJY7dLezS0jeG3nJkRlBDp6D9a2tV8V61pWkPpesxI1+y4idXBKj1b3rzsscnJyT3qMBhKrcpYiXMuhpiMRCyjSVu57d/wAK98L+JLGG/wBPD20UyBg8LZ+oweMilbUJfhZpklrc6guowyjNlbNkSL7n/Zrk/hv4yl0WK80xomuTKpe0gzgNL/dz2zXLeI/7cutUmvdatbqOaQ5/exsAo7AZ7VjHB1JVnSrSvDz6+gp1ocidNWkVta1q+8QalJf6jO0sz8AZ4UdgB2FZmBQBUiRNLIscal3Y4VVGST6CvoIRhThokkjhbbYw4rtfCvg60u7iK68S3q6ZYtyiSnZJOPbPb3rt/Anwvj03ZqniCFZLrhobQ8rH6FvU+1d/rOgaZr9ibXUrRLhcYRjw6fQ9q+fx2dU1L2UHp1a/Q7aOEk1zSKlj4k8HaZZR2dnqlhBbxDaqxsBmpj438LqQDrlqPYNxXifjH4a6h4cke5s1e907729Vy0Y/2h/WuFwByMVjSyfD4le1jUvf7xvETp+64n0/d+K/COoWzQXOrWkkRPOW+7XHX62ckp/sPUV1BJFKrFFy6ema4fwh8ONS8SPHdXKtZ6aeTM6/M4/2R/WvdNC8OaT4btRBplr5R/ikIy5/GuHFww+DXJCbk/wNabnU1krI5fSYNKIFxqt5GHTBNuoOcgfxH611EfiXRoogkU+IwRtVIjgZ7VHqnhi11DMtuBaXG0jeq/K2fUVxt7Heae8lrcxtGwUSKcgBiOuDXEuXEap/I2vyndJ4o0l2P+kspBx8yEAHtUWqXPh/VrF7DUmikt3+UqU4yemPeuIe8SFMth2OJVBOfyFXtO0K+1h/PjDW8JOTJKOcdwBTVCNF88Xawr8+ljzjxj4A/sQveaRdrfaf1ZQR5kX+8O4rhQM9K+s9P0DT9MhMcNqjsw+ZpAGL/WvMfHfwoyZtU8Nx9y0tkO3un+Fe5lud06kvZVX8zkr4VrWB4104qSKWS3mWWJ2SRDlXU4IPqDSSRyQytHKjJIpwysMEGmfWvpLqa8ji2Pdvh98Tk1UwaRrbrHfY2xXJ4WX2b0b+demHIIbIxnvXx+GIIIJBByCO1ejeHfiRqzGO0v8AUNpRNscz47dj718xmmStv2uH07o78Pi2vdke85HJyCfSqt/ZQ6jbNb3KgxkdehU+xrz4eLNWBVXv8kqW4QDA96kj8ZX8aKJZonMh+UsuAPpXz/1GqndWud/tFuylr2hT6Q44DWzf6uQ8g+x9DWSyt9oPmwxINoIbOea6iXxjJcwtFc2EE0LAiVR6eoz0rhXvtM1nUX0m21H+z1kOyOeUblGf4civVwlOdRWktt2Y1ZRi7lXWPEkOnuY4FSWc8MoYhU+p7msvQfF91pfiNdTugLpHGyaNxnK+3uK7SP4LMBmfW0YnvHFx+pqeP4OadAjTXWtTCJF3M6ooAA6nmvVp4nAqLhe7ej0dzklCtJ83Q7ufWbAeHv7TglR7SWPdGRj5sjp7GvnPVZXTUrpQ3WQnP1rudB8R6Lpmuto8KtNou8+VNcNk+Z/e9AD0rhdavRqOsXl3sVBJKSFXoB0FLL8E6VWSknbdNlV66lBJPUobsgAk8dPalRGdgqgsx6AVr6H4av8AX5dtpFiIH5pn4Rfx7n2r2Dwv4M0zQYw5RLm7K4eWTkfRR6V2YzM6OEVnq+yMKOFnV1Wxy3g3wto+leXq3iDULPzl+aO281SE92967LUPiX4Y06Jgl091KOqwL1/HpVbXvh3outhpIFNpdkZEkY+Un0IryjxF4M1jw2+66gMlseVuIwSv4+n415NKOGzGfNUm79tjrm6mHjaEdO53LfFy4vb2K00vSFUzSBA0j5JycdBXR63odxYq1yC00DqC5HVD6fSuF+GOgI+o/wDCQ6jJHBYWZ/dvKwAd/bPYV6Fr/wAQfDNpp11CL0XUzxlRHCNwJx61ljMOqdaNLDQvbcvD1G4OdSQ7whbzJaTXDndHI2IyO4FdJnA5rkfAvjK18R2ZsYrVrae0iBYDG1hnHHvXXfXrXpYWE4xUZqzRwVXGU7oTpQaKDW6MRKDRQaYBSGloNACUDrRQOtAFk9aPwpx60lABQKKOhoAWkNLRQAlFKaSgApaSloAVRk4Lbe+fQV87+PfFk/inXHO0xWVszRwRenOCx9zivolDhx6c8V8p6kf+Jnd4/wCez/8AoRrfDwjKfNJbA27WJn1nU5IhG19MUVNgXd/D6VnilFJXaoxivdVhXb3AmvSfh18QP7JlTSNXmZtPb5YZDz5JPb/d/lXmuKcAe44rmxOHjiabhNaFQm4O6Pqxm8zaysMYzuToR6iuA8Y/EC30aOSxsZRc35GCQcrH9ff2rzWHxvr0Ghf2RFeMsGeH/jA/ug+lc6zFySSWJ5JPU14mEyLlqc1Z3S2R3Vcc3FKI+e4mu7iSeeRpJXO5nY5JNLcW81rL5dxE8UmAdrrg4PINT6RbC81qxtW+7NcJGfoWArt/jHai38W2zIoCtZxrwO6kj/Cvfuo2ijzzz6ORo3DoxVwQVYHBBr27wR46g8QWcOnals/tKMbQZACJh6jPf1rw7FSxTyQSpLE7JIh3KynBBrDG4NYmlyt2a2ZrRqunO59Ea3onhf7FNfavptoI4xueYrtP0GK8ci8U2uh+JbjUvD2l28cJG2FbtfMKf7Q54Jqv4j8Z6t4nhtobyQLFCoHlpwHb+8feud+tc2BwM6cGqz5m/uNcRXVSd4Kx6Ovxp8Rg829g3/bM/wCNTD42a6RhtP08jv8AKR/WvM+KBx1rd5XhW9YIz+s1e56c/wAbdZZdo0yx9PmBOa5GbxJbS+Il1Y6HYDAy1sAfKZv72K5/j0pBWlLAUaKahG1/NkSqzluz00fGvXEQKmnacqgYA2HAHoKP+F3eIP8Anx0//vg/415ietSxRPLIsaKWdztUeprJ5ZhW7uCK+sVF1PS1+N+vjrYafjv8h/xptx8ZL6/g8i90eyljznAyCPcVx7+DvEa8No12OM/cqvJ4a1uIZfSrwD/riaw+q4CMrRt95XtKr3PR/BHjHw/PqIi1iA20xJEEsjbo1z29jXs6SRtGGV1KYyrKeMe1fJT6RqaD59OuwD6wt/hXY+D/AB/rPhQpa3sE8+m5+5Ip3R/7pP8AKvNzPKoVP3mGeva5tRxDWkz6FBwvHI9+9Jk7yd2Co5IHSsqx8SaVf6EurW1yHtnGSD9/d/dx61y+peKZdQOyAtbW4yNo++/+fSvmqeDrOfK9DuU1YqfELQfDWr4O8Q6r0E0QGCfRvWvENR064026aCcZ5+V1+649Qa9TlXcsS5GVbB3nO4+v1qC/sba/sXtrgq0Qflv4lPqB2r6fAYmph0qc3eJx16Kn70TyekrU1rR5tHu/Kch425Rx0I9/esyvo4yjON1scDTTszpdH8UyWsUdpejzYE4R8fMn19RXQTaxBZxqzFhbtgx7V3MwPPFedZya6fwl4vufDd2FZBPYyMPNhYZI919DXn4rBxac4K77bXOilWadmytq/iG5v90cAeCBjyCfmb6n+lYqxStjbG7Z9FNfSenyaRrlnFqFjFazQv0JjGVPoR2NT3l5p2h2T3t0YLa3jBz8gBY+ijua82nm0ab9lCm0+x1zwjl78pnBeBfFmp2OnG312zuf7NhXMd66ECIejE9RXPeO/iHLrzPpumM0Wmg/ORwZvr7e1ZfjHxreeKLry0zBp0Z/dwA43f7Tep/lXJ9Dmu+hl8XUWJqRtLt0X/BOWpiJcvs4vQcDxg1o3eh6jY2UV3eWzQwS/wCrLcFsjOcVq+ANJg1rxjZWtyivAu6V1boQozg+1T+OvEketX62tmuLK1Yqh7MemQPSu+dap7SMIq66+hlGMeVtvXoQ6X461TSoI4I0t5I4wFUMmMAfSthfi3qqDixtM/Q15+QM9aTFYVcvw9STcooqOIqRVkz0H/hbuuAEJa2aj/dJrM1H4k+JNSjeJ7tIomGCkcYwfzrkeKOtOGAw9P4Yq4SxFSSs2WJL26miEUlxI0Y6JuO0fh0qFFZnCIpYnoAMk03pXefCeSwXxftvApkkhZYNw43/AOOK2qy9jTc4rVEQjzyUWzovhX4c1fTL651O8tjBbyw7FEnDNk5zivTqhv8AUoLO/tLB3HnXeRGo64UZNTV5WGxU68OeStqa1aSpzshKKKDXRaxgFJRRQAUGig0AJRRRQBZPWig9aKAAUtJRmgBaKTNGaAFopM0UAFLSYozQAO+xGbptUn9K+VLs7ruYk5zIx/WvqLUpPJ0i8lx9yF2/IV8ruxZix6k5rrwvUTG0UUV1CCjNFFIAooooA6DwTAbjxppKDtcKx/Dn+ld38bbcfaNJuwPvCRCfoQa5f4WQrN4/sA2cKsjfkprvPjLB5vhiyuMcxXGM+mQa5Zv96h9DxCiiiusQUUUUAFFFFABRRRTAKdkggg4I6U2jOKL20YHrHgP4rS6ZHHpXiCSSa0XiG56tF7N6ivbLa7S6skubadJoJeVkU8Eeor48zXX+CvHt/wCE7wJuafTnP723Y9B6r6GvnszydVk6lHSXbuddDEcvuy2PpZXdwF5IY9PWuJ8Z+PNB8OxvBIkGo6j/AA26gEJ/vHtXCeNvi1c38kll4fZre1Iw1yf9ZJ9PQV5bJI8js7sWdjksxySa5suyeolz138i6uIW0De1Pxhqup30lyJUtFbpDbKEQfh6+9RL4t1pVC/agcHIJjXP8qxM+tLgV9EsPSceVRRyc8t7m2PFmrd5Izzk/IB/KpE8W3aZP2eHJ6nLc/rXP5pM0nhaL+yHtJ9zav8AxFPqNu0M1vDtPQ8kqfUc1i07rSVrClGCtHYltvViUuaSirEdD4U8WX3hbUfPt/3sDcS27n5XH9D71F4i8Tah4kvzcXkhEYJ8qEH5Yx7e/vWJnFGc1h9Xo8/tLe8Xzyta+glFFFbkHpHwftRJq2q3WMm3tOPxP/1q88nYtcSk8Zc8fjXrvwZtlGl6vckcu6wk+23NeR3Qxdzj0kb+dYRd6kh9CGiiitRBRRRVIAqWGaS2mSaFikkbBlYdQRUdFJq6swPRvDviS+8V/EXR57tghgiMYC98Kcn8a9nNfNvhK8aw8WaXOrbcXCqT7E4P86+k2xubHTtXDWpqFlHYrmbeoyiiisQExQaCaKAE70UUUAJ3paKKALJ60UGigAooooAKKKSgBc0UnfNHXmgBaKSloAoa8xTw3qjAdLSU/wDjtfLhr6h8QkjwvrH/AF5Sfyr5ertwmzExKKKK6BBRRRSAKKKKQHoXweg8zxhJLj/VWzfhkgV3nxZTPgOQjnbcxH+dcz8E7Y/atWvCOBGkYPvnNdf8TYvN8A34x9x0f8jXHN/vUUfPFFFFdyJCiiigAoooFAC0UUUwCiiimAUfSikpALmiiigAxRRRTAMUmKWilYBKKWkpWAKKKKACiiiiwBRRRQB7z8IbQxeC3lYDFxdM4PsBt/pXh17/AMf1x/11b+Zr6H+G0Ig8B6QD/GryH8WNeAa7AbbXtQhIwUuHGP8AgRrlpu85FGfRQKK6CQoooqgFopKKYFrT1Z9TtFXhjMgH5ivqIZCKP9kV8x6Eu/xBpy+tzGP/AB4V9PEY49OK4sTuikNNFFFcwCEc0UtJQAlGKWigBKKKKALJPNJQetJQAtFIKWgAopKWgBRTe9Lmm96AHdqKTOaWgDD8XaxZ6N4au5r0MyTIYRGn3nLDFfNZr3P4u2huPB8VwOfs1wCf+BcV4Xmu7C2ULiYUlGaXNb3TEJRS0lJpgFFGKKkZ7t8IbI23g+WdhzdXJYfRRiug8bxef4H1lfS2Lj8Oad4LsTp/gvSbcjD+UHP/AAL5v61N4sYJ4N1sjtZvj8q4JO9S/mM+YaKKK9JEhRRRTAKBS4oosAUUUUwCiiigApKKKQC0UUlAC0lFFAC0UmaKACiiigAooopAFFFFABRRRSYH0/4WhFv4V0mFfui2Q/mM14N8QIfJ8eawmMAzlh+IBr6B0OPyvDumJ1AtIs/98ivGPi9aC28ZiYci4tkcnHU8iuKi/fZR5/RRRXYSFFFFMAooxS07AWLG6eyv7e6ix5kMiyLn1BzX1DDIZoIpSMF0ViPcjNfLKOY3V16qQRX07pF4NR0ewvUxtmt1bj1xXLilsxot/SiiiuQYUlLSUAFBooNACUUUUAWD1pO9KetJQAUUUUAFGaKKACiiigApaTNHpQByfxH1DTbTwfd21+257kbYIlPzGQcg/QV8916J8X4LmPxRBNLLut5YB5K/3ADyPzrzuu/Dx5YXXUTE4oxRRWogoooovYAp8a75FXONxAzTKKLjPrCzRU061ReAtvGo/AVieOmKeBtZ2nBNuRn8RWhoNy154c0y4ZSGe1jJB/3RzWX4/IHgXVuf+WOP1FeYvjXqUfN9JQetFeqQFLRRQAUUUUw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", "path": "000514.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000515
Men Tshirts
{ "bytes": 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", "path": "000515.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000516
Men Tshirts
{ "bytes": 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V13BT1x2zWM1Y1i7oZnFKOaYDkU4VBRKMZp4NRZ5p4NAEwNSo1VxUqGkMuRcir9ucEGsyJuKvW71LGM1DJuUHcJVcAE81LduWuTjkhRUK5J5rhqfEelR+EHKhxQzDFMcfvME05kGMVBoTAgJ1p4YDoajZQI1Ap4QYpEsbRSA5pa9M8kKO1JmigAopM0ZoAKKQ80UABpDQaSgANJQaKAEPWmk5OO9KT+PoPeu20TwDPeWkV1elv3hysS/KAP8AapqDYm7HJWOl3upE/ZItyjkyE4QD3NdZonhu1icSfYrnVrheQiLthX6s2M/hXReD4IdRXUEuoYj9ju2gSFRhAB0JHf8AGu1ChVAUKoHQAcflW6ppGTmznIG8SJGsdrpmnWcKjhXlzj8qkS28TSf6zUNPiB/uW5Y/zroPek/z1qyTHTR7lxuutWupfUIwRfyxVuLTraEjAZj/AHmYk1cwc0xuBQSJgdKCKaW560m/3pgOxSUm6gmgQ10BzVWRSDVo0xgCOaYFTB578elcP458Li+tk1TTreMalZsJFAGPOUdVP4V22qXcem6Zc3rIXWCMyFR1IFQ2so1LTIbyFQEniDqD79qNBptHL6BHofiDSIL+3tghcYePJGxh1GO1ah0DTM/8e4P4muWuon8E+LPtm0pomqyBZ1/hhlPf2z/SvQFiyuR+YpcsR87MxNIsI/u2qfjzVuONIxiONU/3RirPlEHpThC2KLJCu2V/LJbPfFcv4z1Z9I0dkt8tfXbfZ7ZR94s3BP4V2JiVVyxwOprhNLA8U+NrnV3G7TdLJgtVPIaXozfoaNANrwzoQ0LQ7W0A/eIN0h6lnPU1vREKuPSo2bPTrSqKBk27cpGeoxWX4SvjPpUkBbJtLiW3P/AT/wDXrSU4IPpXKeE5fJ8TeKLHptvBOB7OB/hRYDug/AwamjYkZNUkbNW4zxQBYzxXJeLNAe5b7fapukH+sA6n3rqs8UbgTg9aTVxp2PHHkdW2AHzDxt71zPinxV/Ywlt23fa8/KhXp71694qh0+ze3unh8uSd/L8xV4BwcZ/GvK/Hfh+XU9PeZ0Iv7UfvPWRT0NTyIt1NNDy2XUbi/uzNdSlnY5BzwKvQyFvc5rAAeKQKxwQcV0ug6RdaoyhQUhJ5Y9atNRRCTkW7ZpJpRFEjSP8A3VGa7XT/AA5qt1ahZ7g26EYAXk1u+H/DtppsEfkxgvj/AFjDJrrLaADGR2xxWcqjNFTXU8Mj0TV/C/ixJLh5MeZuhucZxVq7vJb24aWaZpnJwXYkk+9e3X2mQXtlJHLGrKykDI6H1FeGTx+TcSx/3HZfyNZN3LSSDdj3pQ1R5pwpDuShgKfuUdDUIweKdnB4oAmDmpUNVc1IjigEy9G3pVqFuazo5DnirUUnIqGiiSVy1wW6HGKTDA5zUO/dcNzUuTjNcFT4j0qXwoQ58zk5pZDz0qMEmSlkb5wMk1BoWTwFp+6os5ZevSl6ZoFYQcUUUV6Z5AtFNoB5oAD1ooNJQAtFJijFAATSHmg8UmaAEzimsfenGmMRg56UAdH4N0hdT1IzzrugtvmIPQmvYLKQGEL0CjgegrjfCVmLLw/ApGHm+dj9a6G1uPKlwehNdcY2RzylqY+lt/ZPxH1TT24h1GJbmEerD71doCOxrivHET2iWHiK3H73TplMmO8THDfgK6qG6WWJJUOUdd6n1B5FMVy4SB1NJmkRw49aCMUBcPxpGFGeaWgW5Cy80zbipmFMIoAjPFGTTiKTFMQ3JptSYphGKBnMeP7g2vgjVJFOC0Yj/wC+iBWpocf2fQNOgIH7u3QfpXPfFFiPBMsQ6y3MKfm4rrLSHy7SKM9VRR+lAFDW9Jttc0uewu1BilGM91PYj6Vz3gjVrmEXHhvU2P27TjtRm6yx9m967UoME49q4nxxpdzazW3iXS0JvrA/vAo5li/iU0hHZBuc0MxHb3qjpWp2+sabBf2jAwzgMMnlf9k+46VNO6xxM7sAFBJ56AcnNA7nM+OtbnstOTTtPYnUb9vItwOoB+835Vo6Do0Oh6Lb6fCMCJeW7lu5Nc94YhfxJr9x4pnU+TGxt9PVv4V7v+NdyIxQIhCU8DFS7R6UjLQMYelclpKeV8TdeA6SWcDH65IrrGJwawrG22+NNVnxjdawjP0JpjOkiqyjVTVsVOrccUhFsNTQRuz1qMNkUo4NAyHVdOh1bS5rCcZSRflPdW6gj8a82mlne3lt7lD/AGlpzGKZQufNhPf3r1JSfWse/wDC1nqGuQaqZGinRPLkCHAkXsCO9AHz7qnh2yi8Rzu0DOmwMidACa6bT7YQRRgIFAHAFbnirw7JpesPMWMltOdyEjO32qtaQgjGMD6VlJmsdjq9JiEtqhxyBWtHDjGBWRosu0iM10iqCOlZmj1I0UAYIyO9eH+LdObTfEd3FghWYumfQ817qw44FcD8TNHM+nRapEv7yA4fA6igDy4dM5pQaZnHFKDSCw/vTs9KjzS7qAJc0oIqHdTgaALKPirCS5qgr89akEhBFDGXYmBkap95xiqtphst2Jq3ivOq/EenSfuoj3fOaOd4OO9DHDnApu45HHeszQs5Jk5pWPHU1GGPmGlZm7UgHUtGKTNeoeOLRikooAO1JmlIwBTc0AOzTd3NFGM0AB5FN6U6mmgAzSxx+dcRRd5HVfzNNFaGhQC412zRum/NXFailseq2yCK2iiAwFUAU6QbRuzTkIIFLImUNdRy9S2kcWqaXLZz4aOdDG4PoeKw/B888NhPpF2T9p02UwknqU/hP5VpaZLhJF7is/VZItI8QWetO6x2t2pt7oscAkcqfz4oGdDbSlJthOPxrRyGHUV5TqfxENze/Y/DFnJqd1nb52MRL75rXsrD4hXapNLrenWzH/lkLbf/AFpAd2cA9cfWhW79vXt+dcp/ZHjWQgXHiO0VfWGzw36mrcPhmU4N9repXR7jzfLX8loA6BnQHlh+JpCOP61Ut9FsLfBWDLf3mYk/mavFQAAPwwKAIiOaMU8qR2pD7UAMIpCODTmIUZOAPfiqdxq+m2i7ri/tox/tTLn8qYHI/E0GTTtIt1/5b6jEuPpk/wBK7ZVwg9cAY/CvMfHPizRLzUdDW21CGZLa9Ekpi+baB/8ArrZk+Kvh4MVhS+n9NluwzQB2uMHmo5Iw6FSAQ3GD6Vw//CzfPbFn4b1Wc9jt25/Om/8ACaeJ7kn7N4MusdvOlFAFSW2v/AWsSy2VtJd6BePukgjxvgc9x7Va1281DxJs0XTbaSJJ8fabpiCIo+4z6morvU/HN5ARJ4esbaFvvtLOeB9KTTbPxLKPL0m90u3iPMhkQyMD+fSkOx2thZQ2VnDbWqhYYkCooHQVYK8cVzUfhvxFKSb7xVcD2tYVjz9KnXwooyZta1ic/wC3dkD9KAN0Y/yaY0ifxMo9s1mJ4Y00NmRZ7j/rtOzD+dWY9F0yH/VWUKEdCoP+NAicgHkHg96iitgt7Jc8fPGF/KrAQKAqjAHamyW8MwxLGsg/2s0wHYGO350j3MFuheaaONR1Z3AFU5dA0iZt0mnwtn6/41EnhnQ45PMXTIN3YsC2PzNAFS88c6FaSFBPPOR1MELOB+PSq8PxK8Lu2JL94H6bZImGK6EJHEgjjRFRf4VUAflXL/EFLZPBt5I8EPmybIkcxjIJYUDNUePvC4XJ1iHGM59KY3xK8KJyNTMjDnbHExP4VzPjTQ9OsPB2m2sFjbrczTwQmQJgk9T/ACr0C10yxtIUSOztxtABxGOoFIDj9W8WReIrJrLTtD1K63H5ZmTaqn1rCtg0UrRyKUkXhlPUGvWVIXAQBAOmOK4bxdpwtdTW+jGIpzhsf3qiSLixunuEkFdTbNuQc1x1m+0j1rpbGbIArI1Wxplc1BdWsd1aS28oBjkUq2RVhSMA0jcj8c0MaPnnXdKl0XVp7OUHKElSf4l7Vn5zzXsXj/w7/a2m/a4EBubcZ4/iXvXjZBUkYxg9KkbHZozTM0ZoEPzShqj4pCcUATB8UokyRk1BvpN1AG3Yf8e+fep888Gq1gR9lWrQAzXn1PiPSp/CNz8xpd3zrSAjcaVSPMHFZ2NSVTmQ05jnOBSI2GbigsCOlAXFoxRS4r0jyAxSUtJQAjUlDHgUmaAFpDRmg80AGabS4oxQAnauh8Gw+brLSdoo/wBTXOk12fgaDEN3N3ZgorSCuyJ7HbxjgYqRhmmR81ORxXSc5TscDUXjPRl4+tc/rvgv/hIL+4+2ahcNFHGfIsw2EL9s1uTM0F3FKB0OK0rk+VcRXCE/NxxQBl6Pb2cGhQGytobdGTlUUfeBx161uafITEATnHU1lW0Ytrm+tVwY93nR/RuSPwP86uae+JWFFhmzke2MVWuL60tULT3UMYHdnAzUT6fbXMhklVmJ6gucUiaHpcZyllDu9WXP86QFKXxfo8TbUmlmb0hhZ/5VXfxTeyn/AEDw7qE/ozlYwfzNdFHCkQxFGqD/AGABT+2CT+NAXOSa+8aXSnyNK0+zHb7RMWP5DNQNofi++P8ApfiOC2B/htLb+prtDg9h9aMcdaAucN/wriG4bdqOvavdN6G42D8hViH4Z+FYWDNpxmfuZZS2f1rr8UncfWgDzbxB4e0mz8ZeFrWz0+3hjkkkd1RPvADvXoEdrbwgCGCKMdgiiuV1gq/xQ8OqT/q7adv0FdeMEcdDTAQ5J4Jz7YFNIJ6kj3zUmKQjjkUAcR4q1FJdd03RZd/kXm9SFONxxxVM2FloUG/TIZre/tySwLf65R1z2rQ8UaQ89/aXoDJNaP5sMqjIBxyGHoa5+WQXGomW4nnXev76FR8uM+p6fSkM9LtZ/tVnFOo270DY9MipCvvUVmF+yRFCChQbSBjip8cUAREUwipSDmk20CI9tGKk20hXmgBBUchAU1KRiq8zA8UwIQdzda5jx4v2jT9KsicG51GMAew5rqIlPUVzniSBrjxB4bwv7iC6eaZyRhcLgfrQBF41Bu/EnhewHKyXTSEdsKDXa7s5+tcje2ct9470nUIips7SGT5yersPT866gPx3yKQEwI6HpVHXbVLzR5oWAyo3KferSnJrzr4x+IJtH8LQxWs5inuZtoIPIABzQ0OOgyzmPQ9Qea6Kyn6c1514U1Y32kW8rHLgbWz1zXZWdwcisZI3izrYZQQOasZB71jW0+QM1ppICvFSy0OcLjGc8E89PxrxL4iaXHo+vRywALDcqXZfQ16/qeqWulWb3d3MsUSDnJ5P0FfPXjbxb/b+sNNEf3SApGD6etEVcUnoR7geR0ozVSzn8yEBj8wFWc0NWZKdxS3NITTSeaQmkUOzSE8Gm7qaW460nsB0Gn5NolWMEHNQacf9DU+1TlsV58/iPTgvdQ0ZDmnR582mZ+Ymnof3lZssmU5dqCKap+ZsUuW7UholozSnFJ2r0zyAzSZ5pCTmigB1NIFL2ptABRRSZoAWkNGaM0ANzx9Oa9D8GRbNE3ngvITXnh4DE9MV6j4fhEGiWqH+5k/jzW1MzqM3YwM1YXnioIADirCjaa3MCjfwloz69qltJBc6aYzzJHVmWPenTrWXDIbC+ww/dvw1AE0mTLbzZ7FH+nUUtm224NKx8q4ZDyh5Hv6VCjbbn60wOgifipgc9DVGF8gVZU1LGT0U1TmnUCCiiigAPWmEdfXtT6AKBnF3MYl+KNoxGfI053z/ALzKK69V2qK5yCLd8Srtj/Bp6D82zXUbeTQBH+FBHHQ1JjFAxQBQu12kNjjociuV1+wS6MYVvn3DgDORmu4dFkTawBB7VAtjbxuXEI3e/NAhIY9kEaY+6oFP21JijbQMi20m2pcCigCLbQVFS1G36UBcibpVZ1ywz071ZbGeTTGwBzyKAuc9rc62dheSln87ASJQcZduBXI6RB9r1MNJICkC798r8MVBCZz6tk/hXQ+LbW9muoXt43kVVPyoM5cnbn8M5/CsZNGhTSpYbyeO1kMvOZlGEUcDB/OgDK8Aa54hudb1G21mZ3gXBUOowHDYO32xXqRbJJGa8/j8TeGNNl3DWbJXjXyyMknrk+1Wrj4qeE4FGNTErY58tCaYHbq+K8B+NmsfavE1rp6tlLWLcR/tGu0/4XL4Z3gE3W3PJ2YzXifi7Wotc8VX+ppuMMkn7vd/dpXA3PAuqi3uJLN3wrnetenW1+qqrb1/Ovn2C7kiYOhKsOhFW31zUGXb9qcD2NQ1c0UrH0KfE+nWEe+6u40C/wC1k1z2r/GOwtkaLS4TcSAHEjZAH6V4dJczTHLyM3ruOaF560lBDc2b+veL9W8R3Pm30+U/hjTIUfhWVGMnnn61EADUicGrsRe5oW8jRuDmtiOVZI9wrBjbirdpOUfaTwaU1cqLsahNMJoPIyOnrTawsapgTTSetKTTGOAcUPYpbnTafxZJ9KnY8VXsW/0JCR2qYnI6V5lT4j1IfChqnrUsf+tqIEYb60+InzulQWSq3zt9aUNxTUUb2PvSgACgCbrRRRXpnjimm0vamUAOpBQOhpBTAKKTNGaQAaKM0hoAa5Cxux7KTz9KxdJ+KutaWRDKsVxAhwFb72K07+URafcOeojOPrXlzE+vXmtqexnUR75o/wAaNDmKpfQy2rH+LG5a9D0zxLo2sQCWx1C3mGOgcA18fMTipLa4lhP7uV0PqrEVtcysfaUbhumCPbmq15apOhPftXyjZeNPEelOGtNWukx/CWyDXW6V8b9etyEv4YbtO/GGp3FY9xdpDbDd/rIOn0NIjgyow7ivO7D4z6Letsvbeezkbgtjcv510ug67Z6qjtaXKTpG2MigTOztpOBV1Gzisi1mGBzWnGwOKALimpBUCMpI6k+1PaZE++QD7nFICXiiqcmq6fB/rL22T2aUA/zqjP4v8O24zLrFmv1kzQM2qOnNctL8RvCUP3tbtj/ukmqM3xZ8HwjP9qbyB0SMmgDXtkz471GT0soR+proP/r15MPi54Zg8QXl4rXUkckMaDbFg8Zp1x8dNFXd5Om3sxx7LmgD1Y0oNeY2vxct7rQb7WW0yaC0tsKhdxmVz2GP881x918dtXLEW2mW0Y7b5CaAPfSw7UMfp+VfNVz8Y/Flxny7m2gHYJFmsC+8d+KtQBWfW7vaeqo20UAfVU9/a24zNcQxj/bkArNuPF2gW4/faxZJ9Js18mT3l1cn99dTSf7zk1VJoA+qrj4m+D7YEvrlucf3VLVmXHxk8IRD91eyT/7kRr5mLAfj1pBIQPlPFAz6HuPjp4eiGIrS9lPb5QP61h3vx8i5Frorexllx+grxInPUD8qZ2xnj0oCx6rdfHXXJM+RYWMY/wBrLf1rFuvi94suWJF1FCD2ij/xrg8AUopBZHR3HjzxRdKwk1m42sc4U4/pXPXF3cXUhkuLiWR2xku5NRngUzOTQMTHBHY0vQc4opDQAxiACahz706U5AFMXpQA4ZJqQAYFMFPFADsClWilFAD1qVetRKB3qVeDTEToaeDgg1AGqQHI60AWluZEkTDfKxxV9HDrnuDWRHtBEjHgdBVyylDK+TzmonEuLLhJpjHrTjUZ6Vi9jdatHV6dg6eufSpjjHBqCxGLFB7VKwGPT6V5s/iZ6kFogULg5PenRjEnBqNQAPxqWIbpKhosdH94896XHAx60R9T9TSoVYCkBJRmkHFGa9M8cXJpD1o3U0mmA7NIO9IDmloASgdKTNAxSACaOtJSE4pjMvxFL5ehXBHBOF/A1523X9K7nxdLt0hY+8kgrhXPcVtTWhlN6i44qLO01MvK1DIPStDMlHzrxULoQ2afC/apJACtAFdcEc4zXa/DbxFBoWuOl9OIbSZDlj0DVxTDHSmZPXmgLXPoG9+LWg6cpW2ke8cf3Bha5q/+OGquT9gs7eIHo0hJNeS8880qDGBQFjubv4peLLwn/iavEp/hiXbj8ax7nxRrN6SbjVLqTPYyHFYYpwoAtPcyysS8jMfUk0gfjiohTxTAeJPenbzwM1HinCgB4Y4Gc/nT4leaZIUXdI7BVHqT0qLOK3PDflW1xcatMoaKwQsit/HIeEH580AaXiq7jsbWw8OWzfubGPzLnZxvmbr+QxWPqVvHZWOnwYxO0XnSMPfp+lRafBNrWuQW7sXkupwHY/XJP5A07xFdrd6/dyR/6pX8uP0CrwMflQBnlt2M/jSF8UwtTSaAHl/emEknrTc0ZoAWigc0uKBBikx2/rzTh1xWlqNsi6Tpd1GigTI4Yj+8GIoGZR4opTSGkA0k+tM70ppKAFAppFP7U1vegCrIcYFNX0p0h+elAGM0AOAPpTuR1IpATTSCTQBKGpwNMCnApwU5oAkVuak6mmKh6d6k246mgQoz25p4woy/X0qPeBwB+NITnrzTAkLl+vTtU1oxVzzxVccKakhOGHoetD1A145BIuR170DJdfrWU90beVTk7Sa1oCJJYyO7CueorI3p6yR1dv8AJaKPpQxp648hV+hppAIry3uz2I7DU55qaHhmOe1MTpgipIwuGNIYkZGDmlUgdKRQuwnNKEBxg1LAnzSZpKTNeqeQLTTS5pDQAq0uab60meKAFzQTSZ4opAGaKBQaBnK+MpfktYj1JLVx7DHHtXS+MH3ahbof4YzXNNXRBaGE3qOj54pJU4zSRnmpXGVqiSqDtNWAcrVdxg1LE3y0ARv1xTKe/wB6oz0oAWnKaaCKUUDJgacKjBp4NAiUdKeKYpp4PFAC07HFNBpxPFMQen6VclvwdKhsY0KgOZJj/fboKonjpR7HpmgZ1XguJbf+1NbkG2PTrRyD/tuNoH61yzMScnr3+tdneJ/Y/wALLKE5E+r3RlfsTGnT9TXEhSAMntQIXNJRijFACYpQKUCnAUAAFLilAp2KBjcV0t7b+Z8N9LuQP9VfTRn2BANc2RXX2qGf4Tajnkwakjj6Ec/0oA4smmGnE1GTzU3ADzSgUg606mIOMUx/umnkGmOcetAyWLTHubNrlDyGPy1QDdu/pXU6QALCMsOpP5ViatYta3LOgzE/zA+lK5bRUDUhPOfSmIex6049cUyCcMuM04SjsKrg4qT71AEvnN2NLnNRYIpymgRLSiminDrTAeTgVJEeahNPjGKAEuEDh62NJy0kank5BrJU5Yg9609JkEepRhuAxx9KyrK8Ga0XaaO0P+rQdOKbj3p5GAvGRUZwSe1eO9z2lsOXJB5qSP8A1bVGoAU81JG2ITSuMQL+6oVTnAz0oyfKPNLGxH5UwJaQ9aM00nNemeQLwOc0maSg9KAF3UgPFNzSZOaAHk0ZpmeaM0DHk/Wk9ueRTc0uefwpAcR4sfdrZH92NawSOK1vEjbten9lVayjXRHY53uMHBzVgciqp4NTo1UIjlWoUba1XJFyKrSRGgBH55FRGnhivFIQKAGiniporUPZXE+f9WVFQigY7nNPBpmaKBFhWp26oF4P/wBepBQA/dTgaj709QT0B/AUxD88VNa2z3l5BbR/fmdY1H+8cUyO3ncjZDKxPTCHmu8+Gvhm/uPF9ndXdjOlrahp2LpgEgcfrQMrfE6ZI/EFrpURHlaZaJAB2Dc5riQBjHXFdxq3gzxXrusX2ptpzKlxO7B5HCr145PtUS/DTVlwLm90y2x18y6U4oA4zHtS44ruF8AWUZJu/GOixDuFYsaevhnwXbYN14xMmOogh60COEPpjNOAPcYrvhZ/DSDBbUtTusfwqm2nDXPh1Yn9x4cvLs9MzyZFAHA85wKkS2uJTiOGVz/sITXfD4i6LbH/AIl3g7T4iOhfJ/nTJfi5qw/49dO0629xAKBnIw+HtZuh+50u8bP/AEyIrutC8J6+fAut6bLp0kc9xLG0SuQM4FYVx8UvFU7HbfrEP+mUYWsi58beJbrPm65dn/ZD8UwNqD4T+IHAa4ktbX1Ej9Kn/wCFZ2ltj7f4msYvVVINcPPqV9cuTNeTyA9d0hNVtxZssSfcnNGgHoY8J+BrX/j88VM5/wCmQpFs/hraZ3X2oXOP7o6/pXn4BA7UuT07UhHdNqnw8hyseiXk3+08hGf1rPute8HBGEHhl844LSmuUOcetQucggigZ1MLxvCrwxeVG3Kp1wKSeGO5iaJxlW6e1JBxBEP9gVJnFYN6my2ORu7V7S5aNskdj7VEetdRf2a3sWD/AKwDhu9c1LG0cjRsMFeK0i7mckRA81IM1H3p4qiSUHinCmCng0CJBThUYNPBoAdTgcAj1poNOzTAdCP3makjkKzbwfusCKjU7RSRnMmPWlLVWHF2dz0qOUTQRSKeGQHFMP0qhosvm6VbnPIBWr7MAMV4tRWkz26WsUHO08U5CPKORTQ3y9akUjyD0zUGgihfLoVVBOGwaUkeV060q4xmi4WDNJkVHmlLdu9eoeQLuo3VFuOamitLu4H7q3dvoKLhoN3UjNkVrWvhfU7kj90Iwe5NdBafD9iN1xOSfQVNxXRxAOTxyfar1npV/ekC3tpHz3xxXoVj4MtoHBMSsAc5NdZBbJDEqRxIoH90Yq4pslzPH73wtqNhbiadMEjOFOaxxHJvC+W2c84Br3w2SyjEiqw9xTBpdgrBvs8ORzkr7VfsyfaHyDrbE61dAgghyOapdq0vEswn8TanKuMG5fGB2zWYDyK0SsQ3qRyDFIjc1I65qEnaaYE7s2MjNRGRj1qSJ8gimyoF5FAEBP50hyaU4NIOtAG7ptsX8PX7Hktgj8OaxQK6nw/GX0SUf3iwH5VyzDBIx904qb6lNBQKKcOlUSOB5yK1Le+s4I1DaZDO3dpXY1mAcU4fWgDaTxB5X+q0vTox2zDu/nUyeLNUT/VNaxD0S1jH9KwDzzSg80COk/4TLxDtwmqzxg9kO0fpVSbXtXuM+bqd3IT2MxrLU5p5yFyv3gCaYzvNbuZbX4VaHZtM7S3lzJcPuPO0YAH864EjHA/Guw8dyhJNI0tPuWVggH+82Sa5EgigBo47CnUlLQIcueOePrQaBRQAh6cU2nGoyaAAmmmg0lIBMU4Ug5p4FABRS/hSUwGk4qFzuZR6kVK54NQj/XRj/aFJ7FHVICEUegAp1IetFc/U1WwoP51l6tY+bGZ4/vj71aYoJHtjvVJ2YNXOMzzzTgehrS1TTTETPCDszkj0rKU81qncyaJgaeDUQPNPBpiJAaeDUQNPBoAkFPFRing4oAXPFAODmkpM0w6HYeGZc6dIn9yTj8q2GbjpWF4Ubdb3S/7YP6VusOK8iuvfPYw79xACCtSowEBNREDHXFSBR5PHNY2N7ilgYxzSjBGM0w8RjilXqeKLBci8xQMk4HrW1YReHHCteauM45QDGD6VzU0nyEU3TtOtp7O8vLssUhAChfU9K9WKueLKVj1HTj4NgH7u6gZvVzmuq02XTLxTHYyQSYHITFeI3Hhu2gsWZbj/AExIhM8eOAprY+HTSRzXTo5GAAcGrVLuZOR7RFpqKeAuasLCgOa5mG/nyB5rEE9akGqXUniyPTg4Nstv5jfWtORIV2zpMxqexoaZccACsXV1e1028uYCxk8rjJ4FQXmptaeGLfUNhcBEZ9vXBphqal5eyQxOQo4Rm+leaXHj68v7SSBQEkQku6+gzVLxH4+ude1E6To0Uixn7znrXNT6TeaPYXjXjlW8ptpHQ5rKctbDseb3UhmvJpSc75Gb8zUQ4NAORk9aDVrYCQc1DKvfFPVsUrDIpgQp8pqUsHFR4x1ozjpQA2RMCouxqUscHPNES+bcIg/iYCkxpHa6TD5GlwJjBK5P41UtxoctvcrqdrIjW8oXzoDg4J61qjEaqo/hAFc46q+rX9m/CzqSv1A4qIvUuWxoNpvg6cHydXuoGP8Az1UECqc3hyJjnTdWtL0f3SdjD8655e2eDTxkkZA4rQzJJYZLeV4pQA6nBAORTBRk/n196B1oAdTgKbThzQIeDirdhH5+oW0P/PSZE/AsM1UAqa3mkt50mjOHQ5U+hpgdJcumr+M7tm+eNC559EX/AOsa5pjlicYBPArb8PZ2axftyYLOQ7vdzt/rWF3xnkGgApcUAUuDQAop1IBilNADGqM09zTM0AJSUtKopAAA9e9PrS1exSyTTtq4aezSZvcln/wrNpgFIelLSN0oAiaoY/8Aj4T/AHhUrcVCh/fIf9oUmUjrDSUoPp9aM1ga9Ao4pDSUAKcFSGGQe1YWpaaYf30I+Q9R6VuUcEEMAQexqk7CaOPBAYelOBNa1/pI2mW3x/tLWP8AdO08EVonchkoNPBqIc9DShsUxFlTTxUCtUy0XELj0prHA5p5NQu2ev40A+x1HhFjuuxzjiukYj1rE8M2pg03zWGDK2R9K2T615OIleeh7GHjaCuKdpFSKxEdRdjTt2I+nesUb2Hk5jFPX61GGyBTs0BYyHfIPWtPwyZZZJ7cwRzQEAtG77TkVhmX606GGYyGSFZDswzFK9iB4cjqtUXU7a2v5308I8qhS4fO1B2qfwUqDSL+STfyQCV61BeTwmxvL43qulzAqLBu5RgOeKs+DpPJ8L37qOfMrUhnZaIFWyXa0pVm4EnJq5Y+bL4w1KWJQTHBGgJqpoEom0+GTBHPGTnmtjw/C39saxM6EAyKq57gCmJOxsXkPnadPCVyTCR174rhtd19dP8Ah/bwk5kkQRY+nFehZDQHcOtcDrnge81cW1ulwkdvG7McjJ5NQwucj8O7SEyz3s2N+49am+IuoQXnh68eAN+7YIWxjn0ruND+H9josgkM8kp7joK534zQ29h4FWK2iSNprpQcDGaz5G2O58+49qDRnJJAxSFwOK16AA4NODVEZRSCQUATHFRMKUOKazZPAoAY1TaehbUbcAZy4NQkVpaCP+JsmRnANJjR2L9TXNXy7PE0G3+Ipn+tdGxrDulUa6Jm6RwGTpWcdy5bGHcKFu5wnTzGx+dR0jMWO5urc0VqZjh0oHWgUq9aAFpwpKUCgQ8UvTvSClxyOM8imB02nRiH4fa3cNkNcTQ26e/O4/yrmupzXZ3qG0+Eulpn5rvUJJCf9lVwP51xo4wKAHDmnCminCgBaa1ONMZqAGNTaCaWgBKdyV4pAKkjX94o9SBQB1Hje3+y3Ojx46aTD+pJrl67j4nxiHXNNjA+5pcA/Q1w/NABTGqSo2NAELng1DHxKp/2hT5DzUY4I+tJjOtX7q/QUGmxHMKH/ZFOyKw6my2CkNGRRmmAUZpDRigBc46VnX+lRz/PDhZPT1NaFHHQ0J2JaOUeGWBsOpU+9AdG+VgM+tdRLHHMuJEDfUVmXGkI3zQMFPoatSE0ZwCgfezTkbnrQ9hcRfwEj1qPyZh/A35U7onlZOXqSxtmvb1IF+6WGfp3qOO0lkx8px6mt3RYkgvY1HJJPNTUnaLNKULy1OtiiSG3SNMBUAAFB6UA8D2NITxXkN3Z7KVkhRyvTtQD+7IPrSK3H4UDhD3pDsPBG0UYB70gbCjilADMMUBY5h3xWvost5HqEK2asxcjem3IxmsF39a6Lw35j3uRO8UaxlnKdce1exA8Nm54h0mwNvcXEqx2tyPuIjghvwqz4OQzeGL5QMkv0ArEuYdO1eOZ7J7hbiIFiJTkOO5rovAMZudKvYS7JuccjtWpJ1GhjytJjxjK8/NxitaDxGI+GhXOeSO9UEtEs9P8pGZsD7zHrVHaFVf5UzM6uLxFbEfOjD0xWot3HIiui9RmuCQ5IrsbchbWLJxxUjLTSlsZryb46XGzQ9MhPWScv+Q/+vXqDXCIc5zXjfx0u/O/sWIDgeaT/wCO0xo8e+bAHoMVGYmNSK2DzUwdTSGVPIamGN1rSBU01kDcUAZ2WFSRSDvU729V2hYHgUATfKc+lbfh+1IZ7tl46LXPYKjBrtdOATTYFHTYDUT2KjuWGNY2oOI9ViQ/dmiMZx71sE1Vk0K71i7ha18vMRBbc4Bx7CohuVM5CRDFK8Z6qSpx7Ug6Vu654d1W0vZppLGURM/DKNwP5Vh4IJBByDgjHNbNWMxRTgKQU4H2oAWnU0HmloEPFOVsfN6Z/lTKVV3sIx1Y4H1pgd940iFp4P8ACNmOMWzysPcsK4TufrXd/FOTy9X0qwxgW2nRDHua4UL3oAcBS0AUUADdKhY4pzHmojzSAXGafikAxTsUwEAqa2H+kxA9fMX+dRgdKlhOJ4z6ODQB2/xWOfFVqv8Ac0+EfjiuFrr/AIkzef4sLKcgWsK/T5Qf61yB4oAQng1Ex5p5NRNigZDJjNIRxxSuPn9qUDccKCT7DNIDo7Zt1tGf9kVLmoLVHS1jWRChx0Yc1LWL3NlsLRSZozQAUZoJpMigQ6kNApCcUAKKRulAPFNb60ANJ+tNODSnpTeKBiE1Y0/C38RHrVc1NZH/AE6I5/iqKnwl0/iR1o+4QRTWwRQpBQ80hHy15r3PXWw1e3PakV8AjOaAvAoC4VvrSAkVuBxSjHUUigbfwpAB0oCxyMpxnnNb3h2WcXkAt4/NZsqUPcY5Fc45Oa3/AA5OkFzbTSHaqt83tXsxPCZvx6Zc6XLe3A09yroVjw2QAeta3w9kYWt+o+8rAnNZdhqa5tI/tJAEsocHup6Ve8BNi81JATgjP1rQg7uCTzLbLkdeaoXbGOCSTgY71ats/Y2Udc1WugWgYMv8OMetNkMq2U4nTdvDYxyK7MZNjGQeNtcHpXMch6c4xXc2Tb9MTPpikBBzXknxsH7zRuc5WX+leuZx7mvJfjNDcM+mTrE7W0aPlwMgEkdfyoGjyPYfSnrG2aTzwCeKcJWZRhTSKJAjDuKcMjuKj2O3OcfjR5JxzIaLASbqa7ADPFRNGR/y0J/CoXDf380AEr5auu0eQy6TCT2yK41lYda6zQXJ0tVIxhjj6VE9ikaNVpgVuIZw5Xy1dzg4zirB6YqhqbGO1cjvEw+mcVEdGXLYoQeK9atXDJeyHI4R8EVal1vS9WGdWsWiuP8AnvafKT9VPWueYdAPypxt5khWQxMI24DEfL+lb3MjUlsdJKFrfVWPfZLDtI/EGsvhSR1GeD60wZIyTx7078DSAUHmnZpoxSnrQIkHIq/o1s1zrdjABnzLiNcf8C5rPWuw+HNit9470lD91JfMY+gAzTGWfinIJ/iBfKjZSBUhH4CuQCYFbHii9N94p1S5JyHuHwfocVjGUeuT9aBC4pjHBFLvz6fnTGOehz9KAI3bmkHTrV6y0LV9TYiy0+4mx1KxnA+pNbcfw78R7d81rFAvrLOi/wBaVgOZzSg+1dG/gy4t8m61XSoAOubkMfyXNQHRdKg/13iK2k/64Ru/9BTAxgD1zUiYDr25GSauXcOlxRFbS5uJpO5aEIv6tVHHGBQBq+I7xb/XJp0cOhWNQfoij+lZLfQ1sW+o6XBCqS6IszAfMzXBGf0qwmu6In/MrWrfWdv8KAObb2FJFDLczCKGNpHJwAgya6oeKdEjIMfg7Ttw/vSsatWnja4ub1Lay0zT7GJgSTFHllGD3NIZSjn8KaVGIZ7Ce8u0GJSTgBqSTxnaW6FdM0K1tz2eTlq5SWRpp3kdizO5JJpoGD2xQB0EV9PqG+4uWDSlj7fpUmaz9LP7px75q/WTNVsLkUZpKKQBmiiigAzSmkpCaACkNGaQ0ANJphNOJpp5osAbqfaki6jx61ETiprLm7jHqamovdNKfxI6uLmM/Wn7Rjmo0BEY5p2W9K8x7nrLYQqOxNIoyp5NKMnOaBjBFIYqj5etAx1oUUYAoA41x1rW0pYpbQpJIE561kv0q5pxLW0gB6NXso8JmwlmmR5c6Fs8dq6fwOjW+rzwuy/PHnIrkooN9pJPnlMCui8DyEeIlGfvIRVok9HtiqowGGxnjFV76QyRs33Tt44qS0dnMobgZ9KZOuMBe4NUzNmRpyhFYFiWOT9K7awIGlr9K4PT2n+2SpJIjIPu4613FgwbSlx2qRid85xWX4m02LV/Dd/ZSuFVoSwb0xzWmT3rnfGs7x+EtQVCRJJHtXHU0MEj5vZFjkaOPDYON1OU46ZJqIZT5OmDgg9jVlBgUIoUDuaUsF5zSgZpdqrzimAzcD2J/Cmsqt1XFTgZHHApwUHknmgCkbdd4IfHt7V1ts8BgRbdlKqOg61zjpzx1qxpLOl+FU8NnIFRJaDTOgzWdqzBbFz3JxV8nFZmsn/RAP8AbFZR3NHsc+w5q1ZardWS+XG6+UesbruU/hVdxxURGDW92ZHQR6xpUw/03QYsn7zQSFCT9DxVqM+DZxl01W2PfYQ1cuMU7OaLgdeuj+DZ/wDVeIrmD1+0Q/4VKnhTw5Of3XjCz+joRXF45yDQfwp3Ed5F4H0Xq3jDTsewNdf4E8O6BpOutdQeJYLudbeQeXEpyoxy1eKcGus+HMzReKtitjzraWP65WncDpLjTfhpBLI9zrl/dSsxcrGnAyelVf7U+G9uf3Wj39wR3dsZrzuVWW4dcAFWIP1zUqL3IP50rgejp4t8CQcp4OZzjrJKDVW5+IumQD/iVeE9PtmA4eUBsVwbMAPSq56+tIDqL/x94j1EkNftAnZIFCAflWFNdXFw26aeWRj3ZyarCngUAKAWPPapo1HfikRBU2ABTASkpaQ0AISajY809qjJoAYetaGjriS8lxxHbNj6ngVnk45/StG0YW+h30uMmaRIh7YyT/OkMyFHy59acF70Lk446VIBQBb01sSsPWtKsmzO26XFa2SKykaRDNGabmjNIY7NGaQE0hNADjTTRmigGGaQ0vamk00hIaaaacaYTTGNNT2X/H9F9agJqazP+mx/WoqfCaU/iR1icJmneYQKYhHlrzzihTmvLe56y2HCXsRQGUHpTTj0pwB3YHekMeuwseT0pSgbkGmBfWnA+1AHEyHHHarmktkTDj1qhKxJq1o5/ezL6pXso8Jm7aAtZXag9ga0/B7lPEdsf73FZdgc/aEGTlKueG38vW7M5/jxVCZ6zEqrPIA4PqO9R3POMU5PlvZPlHPcUy7dRIIxwVGTVEGXDp8dvdmWMlS555611OlNu0wjuCawSf0ra0Rs2kw9DSES5wOfWuQ8UyNLfW9vn93gkj1rrj2Fct4jh23tvLjhvlzSexpR3PB9bs2s9cuYXXaN5YfQ1XU165rHhBPElhc3IXbcQxlo3H8RHavIlVg5Rhhl4I96EE1ZkwPFLkc5qMHinA5GMVRA4tuI2j86UZxjcMUwnb0pvnAcAZoGSFQRy9LBIbadZQeh5qHzXPAwB70FmJydpx2pNXGjpg+9Qw6GqOr82q/74qGwvyNsEoHopqbVxm0GP74rFKzLvoYZHaoXFWcVGy81sZEIxS0YINFFgHA0ZpKcBmiwCV03gBSfGunjsCxP02muaAycCun8GkWd9d6m/wB2ztXce7MNo/maYGJchXv7hx0MrEfTOaYzYHFO6Drn3qB260gGs3FMFNOSakC0AOVeamVKai1OopgKi4pxopDQAhNNNKaaaAEPeozTiaYaAGk1rDCeGEyPmeZnH0AC/wA6x2O0EgZIroLyMRaU0ZGBFBEg/wB5iSf6UhmAo+X8af2oUc07FACxErMhHrWvkEZ9ayRgMD6GtNDlB71EkVEfRSZxRmoLFpCaM0hNAC0tNzSk00Ah60hpaQ0wGmmE04nmozmgAJqa0/4+4/rVcipbZsXSHrzUVPhNKfxI6qJQYwacAcU2CQMgHNTADb0ry3ueutiM5z1pwY7sUu3nrTwPmpDsAOGNSq2eKiOATTkPWgLHCydas6QxF4w9VqtLzmptJP8AxMUHqCK9lHgnRaex+0SjplDT9IkMerWpx0lFRWfF5j1BU0toNl9GfSUfzqgsew7SL3fgnIqvdKsd1nkllqUyf6TCdxwUBx68UXb/ADYIBIPWqIZVJNbOhNlZ1rFJrU0F/wB9KvYgVJJePGfaub8T+aPI2IzAHsOhrpW4Yiqt2AyRgjnd3oZUXYh0mJrfT4gy4JUk5HWvGfibotvpHiRZbWMpFdoZMAcbu+K9yIwBgVznjjwwnijQXRcLeW4MsLd8+n40IG7nz8PzoLhByfoKbIGgLI4IdCQwPY1CmZXyelMQ8ZkOWGB7VIqjHAoHHTFPoGN7UoNFFADlOHU46HrWjqj/AOhoexYVndVNX9SiJ0OG5DAjfjFSylsZvHHFBGRSRnKin4qkSQslRlaskUhUGnYCttpyqeam2ClCDPSkIaiZremYWHhyG2A/e3r+bKo4PljhR+eTVDTbP7ZepAcbDlpCeyDkn8qNUvPtl68q8Rj5Ix6IOlMCi79Rmq7nJ4p0jZNNUZpWAVFNTqtIq1OqimAKMVIpFM5ozQA89aQ0maac0ABpDRSE0DsMaoyacxpmeaQAvMiD1Yfzrf1gf8S2TaePt5XPqBGMVgp/rF+o/Ctu6cXOm3YB/wBXeCT8CuP6UAZAFLS96THNMAxmtC2fMIz2rPq1anCkZqJIqJaJpM0hbNJmsyxwNGabmjNFgHA0tMzTs00gF7U059aC1NJpgBphOKcTxTTQAmaktT/pUX1FQnNPtji7j+oqZr3WXT+JHWRj5eBUy5I61CmVU/WlWQ4xXltansLYnOB1601JRvPIppk555pMRs3TFSMm8zJ6CnK3XioFXaxxmpAetMDiZDnNO0041KL61N9kkcZAxUttbLBco55YNXr8x4fKblqNuoKT0LU3dsujg/8ALT+tOhIe+jGOppLsBbiQAYw2atAz1iKRPLtcgktEOaL0YkXAqCxffp9hJ/0zAq1fhiA2DgVRmU+1aOiNi9IHcVnZ/KrujtjUEqUSbEvEpqpcHMsQ96uTr+/b1qFrOWW4ifGFXrQx2FcjAHfNTQIzOuBxnnNPMAh24Te3vVm3Eife28kY9qEFj5S8UtnxLqQxt/0h+PxqjGcKOK7X4q+FZ9H8SzX6KWtLtvM3gcKx6iuIVs8+tMGiYU7mmKafkUAFGKFG7gZJPQAda6nQfh7rmvBZY4fs8Df8tJhgUm0hqLexy6nnB/KnTtK9t9nQkoWyBXqi/BeRbcF9WVZO4WPiuQ8SeDNT8L4llKzW6nKzRDp9aSlFlcrRyMKyRsY5FZWHZhirIIxzXTafqfh28MKeIFmeXbnzYOMfWt5PBvhPVYwdG8SpDKRxFcf41diDzsjIz2pMV2978LPElqu+3ihvIzyHhk6isKfwpr9tnztIvVx/0yJFAGKBzS9ASKsTWlzbY86CWP8A3kIquzEe3egRowSfZNEvJh/rJ2WFT6L1b+VYsjZx9KsS3bNaxwFh5aMzZz61UJ3dKQDQuTViNOBTFXFThsDpTAcoAp2RTN1HU0APopMUvSgBDSZoNJzRYA5pCaCeKYxyeKBjWbg8VLe2j2MyRyMN5QOV/u57Vc0DT/7S1qCJsiJAZZD6KvNVdSujfanc3LAZlkLD6dBj8qQFUdQOmavWs/kwXEW3csqjOTzkd6ppEzn5QSfQcmt7T/CeuakFNrplw4PcrgUAZH4ikx/k12y/DXU4Iy+pahYadH6TS8/kKrSaZ4Q03JuNXu9QlHVLOMKn/fRpgckODUkJxJjBroVvdKlkePTtAiZghYfap2ckDntisS6vmvJ1Zooogg2qkSBRilIaJaKTOR+FJzWRqOopMmkzQIdSg8UzNFCAWkNFJTADSE0tMNAAaWI4nQ+9MJoU4dSPWlLYqL1R2SDKZJ6gVGeNw9KfC5MEZ9VFIwyze9eVLdnsrVXGO4wCO1Oz933qORD5eaQZCoaLCLIfmlD5fFQk809D84oGiGW0dRwvHtWfJCysG2ng5ro5H3Hgg0xowwyVWuxVDhdIy4pfLuI5FA4qec+e7yetWntInHKKfpUYs0/hLLWsa6MnRZ6P4eCzaHZljyq1rXQ/0R/SuJ0bWpdPs0tyodV6ZrYk8TxSWrIYTuPpWiqxZg6MkTqOPwqzpx238Z96wotbgYASK6n3rUsNRtjdxHz1Az3qlUjcz9m0dpsUncVp+4beoArDu/Etnb5EZ8xh6VhXevXV3keYEQ9h1qZVUjSFCUjq7vV7S0zvkDMOwrDuvEs0xKwr5Y9a5ySX3JPqTUbXBx0rCVZs6oUEty3eFL6NorsefG3UPzXm/i7wlb6bAL3TgxQn97HnO33rtzMzHrxUM6rNC8Ug3o4KsPY1EazW5U6Skjx1Wz3zUqAyMqINzMcACrmt6S+k6kYmz5Lco3rWx4L05Lu+N1MAUj4UGuxTvG5wODUrHa+A/BFtCkWoakgkn6pG3RK9XtyqoFHA9BwPyrk9OuAoxxW/aXIOMkVzOTZ0Rika23IrK1fTor6ylt5V3RyKVYHk81qRPuUGiVAykYoWmpTSsfKWvaVLouv3FlKCPLYlCfQ1WjKjoO9eufFfwwbm1j1e3jzLD8suB1FeQp9eK6oSujlmrM07XWdS08g2mo3UX/XOU/1rUXx74qjHGt3ZHozZrm+g/wDr0wuaog6wfEjxSBhtS3/78SNn8xVSbxtf3PN1aadO3cvaJzXNM5phagDXudeW4jdP7K0+MsMbo4ADWUiljnHNIoyamAxQIABxS/TmrtlHp7hjf3FxEo6eTGGz+ZGK0Ui8LLgtc6szenkIP13UwMICn8DrXQK/hFCCbXVpT6GVVqZNT8IxHI0C7lPpJd8foKBnNZ4pm73rrx4l8MxcxeDLY/8AXS6c1OnjzT4B/ovhDSo/dsv/ADp6COKAZuFRmPsM1ItndSnEdtO30jNdr/wtG+j/AOPfRtHh+lqM0yT4s+I8YhFnD/1zgAo0A5eLw9rNwcQ6Xdsf+uRrSs/h14qvTn+yJo1/vS8Crc/xR8XSLhNS2Z7rGorLuPG/iW8H+kaxct2+VtuR+ApDPQvD/wAOpdG0rVZdY1G3tvtEAiLodxhBIzz2rJ/s/wCG2i4M19c6o69QhwCahgkmt/hFf3N9NJJcaldIkRkck7V6/WvPxjBx/hmgD0d/iHo+mr5egeGbSID/AJaTgMxrG1H4ieJtQUqdQNvGf+WcChABXKCnZoAkmnmuH3zTSSuepdi386jPIxRn2ooAs6ddfZNTtp2Hyq4De6ngj9aXWbIafq9zbD7sb/IfVTyD+WKpEbuBXQ+Jo/P03R9WQf6+38mXH/PROP5UAZKtmMGjmp9K0+bUo5FgKl48ZBNTTaRfQ/ehZu+VrnlJJ2ZvGEmrop0hpzxyIcOjqfQimZxTTQrMWkpC1HWqFcWlpvNGaAFNNNLSE0AxhpCcGlPNNPuaHsEd0djaNmyibHUU4nBBNJp53aXAcdsVKyjIyteVPSTPZg/dREcGM5PQ1HwUGD3qYoCzAdKiWPAIFJDHMACOc09cZFM2nHFKu/bn0pgiyEI6mpAB+FOIU9aAo6A0zOwKEXvTwY/WmeWT3o8o0xFhWXtUgPHtVQKw+lODsKd2JpFjd9cUqttOQOahEhxTg5NF33DR7l4T8DJ5pfNBB5OaqBqXfg9KYWRYyx6MacN46tUAkGKdvB70gJMsOetNZz6U0E0uT3xUsdjK17T01PTZYyuZkBaMisbwdcrFbPEeHR8MO9dQ7EdKwrvRWW/+22DCKQ/fjPQ10Uqulmc9Wjd3R2VldkEYNdDZ3eGXJrhLK4dCFcFX9M1v21yQoOa0t2MdtGd7Z3AkwAeK01GV5rkdLvMnrXTW04dBmgGQ6jp8V7bPDKgdJFKsD6V8y+KdCl8Oa7PZlSI2JaFj3XPSvqrAOB61w3xE8Gr4i0YtAgF7bjdGe5HpWkHZkTV0fOnmHFMLc06W3lt5nimQpIhKsD2NM2Gui5zbCE5NKBk08REiniPFAhqjFPGc5pwWnhaYDQueadggdad9KQ0AAPHpSGkoNABzSUtGRQA0mmk0pINNOKAGkntVrTLCfVNUtrG3U752C/T3qqevBr0D4dWsOmWep+Kb1cxWUZjgB7yEcUDIfiPfw20tj4bsyPs+mxAOB3kPWuGRuOalu7ma/vJbqdt0srl2PvUaxkjigBd9GTSrGfSpRHx0oAYCfWl5p4QCgjFAEddLMrTfDS3bOfI1Ige25TXOH64rq9AT+0fBPiHTkH7yHZeRg9Tt4OPzoAwvDd59i1iLn5ZMq1ehHcDt9OMV5UhxcIUODuGPWvWEYMWGCSrFSfevPxcWveR6GEmn7rInSF1w8MbfUc1Vk0nTph81tgnutaBVTzil2L7VyKpJHa4RfQxH8LadL/q5JYz71Ul8HSA5gulb2bium2ccUbSvIBq1WkZyoRZw8/hvU4Mn7PvHqhrOktbmH/WQyD/eWvSgZCchsD0pxYsMSKH+orVYloyeFR5acjqMUnJFemPYWNxnzbSI+4GKoTeEtNnYlA8RPoa0WJT3MXhWtjgO2eKaRkZ7V2E3gh8nyLsY7BqzZ/CGpxnKokvuprVVotGbozRf0GQyaWoP8Ld60iMisrSra4sLVkuIWRt3cVorcxgEMw+lcU43lc9CnK0UmPSIlycCo2i2k05LkMSFU8UFt2fpUcrL5kQbelSRjKuPSmk4QZ5NPikG4gjqKCk0T7x7UAg0hixSFR9KCR+acvXrUWw+tOVD60xWJwCRTsYHNQ/MO9PDHvRcmwm7B+7Tg/PIo8wH+H8qXKnvj6imFh4dCOeKTKnoabs9TTCMH5aYiUqe1B3LTAWGM9Kd5hyeKQC+a1L5vrnNMLg9qaXHpRYQ8yd6YZPXFNJBpCqnqaTRVxZGDgMvDL3rQsLkshBPI6is3ao/ip0chjkV1P1rWlLozGpFPVHW2ExjkBycGunsbrOPmri7OXegcGtqxuSpAzXQ7HMdtBLuA5qb5WGGxjpWTaTboxVi61G102xkvb2dYLeP7zseh9qa1CWh5z8TfAAv1bWNMiX7SozNEg++PX614t5TKdrAqR1BHSvRPGPxV1HVL5rTRZpLWwAK7tnzSVwsWj6zcl7hLK5lQ/MzlDW68zCSvsVtmKdtBra0TwprPiHJsbNjEp2tLIQiIe+cmt2bw14c0AA65rv2m4HW105d35v0FaWM7HErEzuEVWLHooBJ/IVsR+HLqOIT37x2EJ5BuDhmH+yvWr83jCG1Qw+HtNttMh/56t+9mPvuPSuenupbuUyzzSTOecu2aBBdJbpOVtXd4h0Z12k/hUOKdkUZFAEeKQipKOKAIiKYQasYFJtFAEAQml8vmpgBR8tAEYhJP4V6H4rUaJ4A8P6FF8stzH9suMdTn7ua43SLY6hrFpZLgtNMqY9s9a3viNq0V74wuY4mHkWirbJg8fKvOKAOTESinhQKha5QZwf1qNrxAeDQMthfeg4HU1Qa9PbNRm5kboDSuBollHemNIvrWfumb1pwilPVuKALZkTnJFdB4G1SOy8UQ+Y6i2mR4pwx4KEVzC22erU9bULyGOaYGnaXmm2N9NdOrXLwyt5EI4VueCTXZ6JNKbBZ5n3yXLGZyBgZPYCvPkgUAcAV23hm5MlgYWwzRcAe1cuLV4HZg2uc6ISggZGR7Uu6I9sVXyM9CKXHpXks9WxPhOzYpeezA1Dxnkc07bjnpSuFiQEg8ilwD0NMGRznmnb/AFAp3Cw8KfSnhcdRUQIJ6GpN5zjtT5hWHfP2NO8xwOSKRTmkJGKSb7jsiZJVZsPGjD35p7WGlXWTJaruPXHFVgp9aX5gOK0VRozdNDJPDNg/MLSR/wC6arN4UlCHyrluv8Yq8JHGOtTx30yA4x+VaKqiHSZzsvhzUUbcoR8dgag+xX1v96xkP05Fdguobh+8UVILlG6cD6VXNEXLI5ghTnpTTFuUYxUpiz2wD3NIsZA+U/rTlSkiVXg+pGLc01oCvapjvHUUZ9RWbi1uWpJ7Mr8jinDp92pgqnrigop6GpuURBo8YKGgKP4W/Cn+T70wxGqEO28djS7cjlf1qPBHtRlh05p9BCsi9iRTCrD+LNPMrDqBim+YpNBIgJHUUF17g07cnqaQ7TQBGzLUbAY4NSsqt2pjRgDrQMi56ijfjtSOrDmozu70luBt6ROWPld+o+lbiSmJ1JHFebprv2DxRboSPKICNjsTXocs8L2QmRs7Rk12qPu3OKTVzRvvFNtoenfaJmB4O0Z6mvO7TxZL431I6ZqkLNHKSYHiOPJI9R3FXfGnh66vNPgfd8xG+MZ+Rx6fWtn4a+E47C3F3cpukbGcjkH0rSLSRm05HTeFvAOmaZagvElxMx+e4kXlvQAdhXaRWkMMe2OJVXpgKKSFgAABj6CrAPFS22UkkcN4s8BDVrGU6XdSWMxyTFG5VJD9BXz5rek3ug6hJa6hBLFOD1PRvcHvX16AMYrnPF3g7TvFlg0N1GBOB+7mA+ZTWkZESjc+U/NGc5kwfpQZyPulvxro/Eng+/8ADGoNb3sX7vPyTAfKwrC8kDtj1rXcxasQfaX96d9pk9Kk8lacIB6UCIhcyelL9qk9Kk8kelKIh6UwIvtUnpS/aZPSpxCPSl8oelAFYzynoKbvmb1q2IRnpThFigBNL1G70q9F3blfOVSFY/w571UkEs0rSSOWdyWYk9Sepq5sUdaT5RSEVPs+aeLcY7VPwOgoyfSgCIQDuKkEYA7U4EnotLtb0HNMY0DHangcdKacD+ICm+ZGD9/NAEox604YPeq/mrg7VZqXe/ZB+NIC0CK2fD9wsF/tJx5o2j61zm6fttqWK4njYEYLDkEdqmpHmi0XTlyyuem7nU4PPrSiVM/dwaoaNfPqOmCdlGVO01f2jPQ9a8WcOV2PbhK8UyRSG5DVIAe+DUOwLzkUo3Z4PFQ0XcmPToaFoRmA5qTzARjbSsMTcO1KDQNnoRS4QnrSAGOB1GaZyTndQQe2DSFWH0oAcC2KFY9yaZuPTBp3JFFx2JFbH8VP3g9TVdmGMDFNDUBYvIFx2qZVXHWs9ZSOMVKLjBxRcfKit5bdzkE+tIYz0UEH3qXkoVGPao2lKHBJBr6Lfc+auRHdnGTmmLuLfT1qdmL/AHhj3FNIIHyjj3qXCL3KU5LYjZgTwtR+eB2qVWL5CgH1zTCvXCdqzdCD6GqxE0KJQwzmgSj1FRumxsFeo7UxkGeOKylhV0NFi5LcnLAjnBpNi49PpUOGPAXj1pA5GQSayeGa2No4qL3HtHxw2frUbjGBgUpYgcH8KBKgIDA5rN0ZroaKtB9SFsg8A03e/rmrTbT3qPYp9qzcWjRSi+pAXYdSaTzPepTCTnnFRmI9sGlcdxDLTXmjRGZyAq9TSmP1GKxfEnmJpZMbYG7BHrV0480kTUlyxucvqVwJ7+edehc7T3ruPC3iJb21NpcMFkRCvP8AEK86bJNTWV7LYXQmjwSOoPevTcdLHl82tz1yz8RXM9i2kbI5Y93yM/VBntXomlBYrWJVxgKOnrXjugail7qMDKFAkXn616zpkmYVGa53GxspXOogcn8quL0rKtn4rRjPyiqGT4GKTpUbNgDtUfnYOP50DSuU9b0Wy1zTpbO9iEiMOGIyV+lfN/ivwvdeGdYe0lQm3JzDLj7wr6a87d0+lc54y8Pw+IvD1xbyKPNRS8TAcggVUZWIlC6PmsISBxS7SO1VJluoJpImzuRip/CmiS4HWtUYWLmD6UuD6VUElwaXzbkdqoRbDEHpS7m9Kp+bcd1pwkuCOwoAtbmz0x+FIS3qKrH7Qf8AlpTfKkb7zmgCwQOpcfnTTJEvWQVCbYE/Ox/OgwRA9zSuIebqJehzTRcs33Ij+NKBGnRR+VLvOOBTAN07c8JRsbq8jHPpQAxPSnhT34oGNEaDsT9TTgFHRRS9O1KPYc0ALk+tBJox9KXinoAgNGOSaKDyCKTA7Xwih/s+Y7ht8zgZrpQFPU8/SvLLS+uLKUSRSMMclR3r0uyuTc2kUwwd65rzMTTcXc9XC1eaNiZoFb1pPs5XoTUm8r2pwmOM9a4zquQFJFPtT1bH3gfwqQysx+7TM8nigBxdDwCajPPQ0pcU3AY9KQwG5ehpfNYdqaVx3NId2Rgiiw0PE3PI4qXzF7jioNppwOeoNKxVycCJvanLDH61AF78ilAYdGqWNMs+UOxFIYPoagDSA9sVIJW9DQBCSUCjFDZAIdBzyPanFRHtIzuPY0OrbN7NnPavoz5kjYcgq2WHb0puHyS+T7CnKqt/AwPfFBQgEq2SevsKAECoobGADUbfJ82TirXldCV3ZFNbaFAH8qBEGPMG/wCXFQHf5vLZX2q4E/vjjtgVGYY9wIJGe1AyN1JQYwF9qAI3TCkADuadMWHyBRiq5wMgjHoaYhDGqk4INRuo4OBS4xklyPqKj3uR8oLUDuDEAdeahaZ1BPSn5ABLD61FIoOT1GelQ4RfQpTktg+2OoO4Z4p32xQuWXbmq0nJOGx9agL5xkHisnh4M1jXkjR+1REcP+lcp4mvRNMsEbAqvLfWtWWUIjucBVHH1rkJmaWRnPVuTSjQUXdFSrOSsysQD1qNqs7KjaOtzAt6NeyWeqW7qxCh8Hn1r6C0OYSWyuDkEdR9K+bsEHI6jmvdfh5f/b9BjycsBtNRNGkGd9bycDrmteF+grBBMcgPpWlYziVzg9KzNTTIyay9aeS1smuYvvR/MR6itYFT0qrqUaS2kqyDKMhBxQXFmdp+oRajbpcwtkOOR6GtALlfXOa8o8O65Ho3iefRBcCSDeSjemeor1S3lDRKQeccU2No+dfiNo/9i+LbgBdsNyPNjOOMnqK5QMp59ea93+K/hxta8Pm6t03XVqd4x1K9xXzzlkPBrSL0OaaszQ2jqDSgGqInYdalW5NVczLR4puSeaiE+Qaf5tO4DiKQtxxSBs04Y70AR7Sx5oEZzkmpCQO9NLoOpo0EG1BSgrnhTUZnTsKY1w3agCznHXimNIg6tVbMr05YSetAEhnA+7R5rHtSrEAORT8ADgUAR/OacA3rTuvTilxjvRYAAPrTgabTgKVhjgoGD2712HhO+D2xsnf96nKAnqK5BRUsMkkEqyxMQ6nIIrOrT51Y2o1eRnqB3rx6Uu4/xCsrRddTUIwjsBMo5HrWxuQ/4V484uDsz2ITU1dCBkpSUIxml2qw5AFRtFnoakoGjDcg0wxEdKUQv2NP2OgyaAGBWHrUqr6jHvSBsdqkWT1FDANg7Umz3qdCp70/YG6GkBW2dMZ+lLsJ6irXlDGOaTywTxSGmVwnHpQYz2OatCPHNNK5PUfjQFzOlnJwVHmZ6ZoVjtO4n8+lRo21OBnipFyM9V75r6E+bHPKFDLlcketCIuwkR/Mep3UwfP8zqpx0NOB644zzgUASbiCvzc4xz0FNy45TBA6Y5zUSysxI3jHvSknGSvsCKAJTIzLtwVbryKiILHIJ4FNV9q/PlttIsvyM4YYHY0AS7CV3ZJPsOKpzRshLuCAehFWdzSoGCE59DUUjY+XawY+poAh3M42uAKhKouQBg+oNSOGGNwXGfvVHt3A5OADwRTAjZSFz5hb/ZK1ENwJLYUVO+ADgDPqKgkBbGUwPU0DIHOWDDGRTHKAcdcVJKofHyqMelVJFbshUeuaAMzVZdtuYwDvY/pWCRir+qOXugueFqnikUR4NNZamxTWFICo4INeo/CK6P8Apds3RGBx9a8xk7/Suv8AhxrEWla5KszACYDBNTJFR3PoC4izDuXrisGLUJLG9+diATWzDfLcRqQwIPpWdrFiZEMiDnGayOg6SzvUnjDqc5q86iaIjjJ4x615/oWp7JTCxPB5rurWYNGCGBAG78KYXseAeP8ARZfDHjNL+A4guW81cHoe/wDOvWPDOqi802Fy2SUBzmsf4haNaa7IkFxIA4hL2ciHO49SP5VzvgHUJIV+w3weGeMY2OccU3F2CE02epXIWSNlbBDAgg+lfNHjHSI9M8T3kEQxGW3L6c19KBQ8YPLZ6c1458WNNEV/aahsAEmUbHelB6hVjoeXGLHamFCO1XiPXrTcDHStjlKqg1IKcyc0g4oATcRSF2Oal2ijaKAIPnPc0CNj1qx8tG9RRYREIB3qVYR6UobPbFO3470AATHal6U0u3YYphfH3jTAk/Gjj1qPzV7c04OT0WgB2R9aX8KBk9qcM0AAFOFIeTS0DFpw69aQU4CgRLbTyWs4mQ/MvOM9a9B0+8iv7NZ4zz/EPQ151we1aWj6k2nXQOT5T8Ov9a5cRR51fqdWHrcjt0O8ZyOM0qyN3NRoUlVXTlSMg1JtryXdaM9hWauiVZD6VKJAeoquucVKCvelcLEuUxShFYcHmmYQ9GpQh7Gk2Fh4iOOCKTDr/DQNw4qRWP40XCwLIQOcipQ/HrTVZf4gKfhD04ouFh8bA9RxTtqA8GmCPuGzS7G60XCxgOY92ACv+NKJcIFLVCjAAkL1p4A++4yK+jPmxzMNqDB/ClxjkFqYJNvBYA+h608O6Z+Xfnkc0ACOcZJDKO2OlKCQxKkgntmknmjjBJU8n7oqLzTIxwduD29KQExDKuAwPrmh2LbB8qjvgVFuAJTcBketRBypCZ57GmBbYDbuDnb0AFQljtO4/MOxHNNedWmCLlgo57c05S+7cxyD6igCOM5PKZ9KbKhDfvMjNTtu4A2jNIF39X596YEAtiiFhICPeoHQnA3E1amLH92Arc8moJt3YAKvpSAgli/dbmAx0HrVF4iAS2fz4q+wUsSp7dD61UusRQSOVIwvegDkLjBupCDnLfpUf4UrHcxPqaTBpFB+FNYVJikYUAVnX3qJHaCZZl+8pBqy61WcYpDuev8AhbxSrxIRL5isPmBPKmvSrG5jvIACQQa+WbO/uLC48yByPUdjXsPgvxdHdxhSwVhjKms5KxrGZ0Wv6adPc31qMOMkr2otdf8AsMNjq1pdGd0QxXcC87cnrj2rdvFj1TT3CkbiOK8+tpptA1ieBLdGjulKShxwPcU4jmn0PQ761smtBDEVuvtaeZBKOTE3t6CvO/GGm65YeJ9P1HylYTJ5b+X0BHc12nhu6gs7ZUHzMvGWPTPYV0z/AGe+h2Sqrp7jOPxpSkXCHK7mZ4a1JNQsFL4Eq8MvfNct8V7Nbjw28gAzC4YGr91ps+gaibuOXFqx5HZfrWb4z1myk8N3f2keajpgBOmexqUzaS0Z4aTgUm4VUMxU9CB2FBnzWxwsncimBqi3kik3c9aCSbzD0FKAzVGrYPNSiZRQMURHuaeFAqE3BPQVGZHZsUCLDOq96iMueAtIkRY5NWUjVR0FAEISSTqakS3H8QqbHPFLmmAwRqO1OAx0paKACiiigYDrTqbTqBDh1FSCox1p4oAWj35+lLilxigaOk8Oaiz5spHJPJjz/KumG/HIrziN2hlSRPvRncDmvR9KvItSslmXG7ow9DXl4ujyvmR6mErcy5WPRx3yPrUgYZGMEVN9lGc5FI1oMZ6V59zuAbeOf0qQEHvzUBgbsTSosiYyM0ATgY7078M/SmK+OoxTwVPcUwHqBjlTUm0EcYpq9OakAHpSYDMMOmMUu91/+tUgUduPrS7T1GKQzzH/AITfS8ECG8x2+Rf/AIqnJ460wKFa3uyOpwi//FV5/RX0tz5yx3zeONNeTLQXW3OcbF/L71B8b6YTkW92pyP4VPT/AIFXA0UXDlR6AfHlgck29yfQbF/nmmDxtpgkDG2ueRztRV/9mrgqKLhZHfyeOdNYnbb3WPQov/xX5elRx+NdOQ5MN19Ni/8AxVcJRRdhZHfL440wZ3W92TkchVHA7daePHmnLnZDdjJP8CnA7fxf/qrz6ii4WR3x8c6czbmgui3Ztq5/9Cpy+O7BQB5N3j02Lx0P96vP6KLsLI70eN9LG8/ZrrLcDCrx+v8An2qI+M9P8oqIbrJ6kqv/AMVXD0UXDlR258Y6btGLe53dyVX/AOKqrqHimzubWSKCO4VmwPmVcfzrkqKLhZF9b2IdVf8AIU77dDn7r/kP8azqKQWNL+0If7r/AJD/ABqwpDorDoRkZrFrahH+jxf7g/lTBkbCoXWrTAYNRMtAFJ1596taXevY3gmEjoBycd6idfaoSCDSaA9x8K+JhcQxHJBIHFdZfWVtqtruAXeeQwHevnLStbutKu0lRiVHDL616no/jq1NqC1wqZH3WPQ1DRvGRozC502bawOAfvDuK2dK18NgMeM9zWQPE2nXyhWnjbP+1WfdT2SsXinRT7NUWZfMj0yO8t7yHypdjqexqlqOhWd1ZywpEhEikYPSvMH8XLpsgDzBh2wc1pWPxFtpXCyXBC9waVnctTTVjy/xBoNzo+pzWk8WxgxKnHBFYrxshOa9D8e+ILLXlt/s5L3ERwZPX2rhpIn2/MRWyOSVrlLJzThQEJbAp3lNTEFLtJpmSDg1IjA0CFCH1qaOPGCaQfSpFoAdxinCm04dKBC80uTSA0tMAyaBRRQAtFFFAxRS0gpRQIeop44pgNOFADxzS0gp2RQAnet7wtqQstSEMh/dTcfQ1g0qttIIyCDkEdjWdWHNFo0pT5JJnr4A9Til2++aqeF2uNe0zfBEJJIQElywHP4/Q1vLoWoZ/wCPcD/tov8AjXiSoTTdke7CSlG5mFW9KTHtWsNE1A/8sR/38X/Gl/sS/PWAf99r/jU+xqdizJ2Ke9DQDHBrW/sK+P8AyxH4Ov8AjSf2DqH/ADyH/fa/401RqfygYxgcdGp26RRg8itgaJqA/wCWIz/vr/jTho1/jBtx/wB9r/jR7Kp/KBjCVu6kVIJs9iK1f7EvD/ywA/4Gv+NN/sC8PPkj/vtf8afsqnYD5kooor3j50KKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArbh/wCPeL/cH8qxK24f+PeL/cH8qBMcVphWpTzTDTEQOnNQstWyOaiZcihjKhGDTCBnj+VWWUGoinNICNXZfusR9DTvNkOf3j/i1BWlCDNFgHLliNxOfXOamCZHWohwRVhTQBH5TZJU1DKZMHJq3nHSkSHzZUUn7zYP0osFyS2sHMSsByakltREeR81dTBboIBgDEYwo+lY+pKAVA6HmmBg3MO75gMYqmMqa1HGDiqdzFtbeDSAI2zUgOKrRtU6nNAEopwqMU8dKAHhqTNIKWmId2opKKAFpRTaWgB1KKaKUUAPFPWmA4p4PFACmlWkpRQAtHb3oooA9V+DrEprK54/cH8f3n+Ar0i+adbXNuCZNw4UgHGecZ715p8Gx/yG/wDth/7Ur1GSAToFJYAHIKsVI/KoadtD28N/CRni8dWSOJpXYziORZsBlyM4qVL5pi0YhdGDsjEOMrgZzU/2CHaAQxw/mZLnJb1JpsVsGaadlCtKMHYx6D39ahJm5TTVBDZwiYPLK0W9sdcZx+NWP7QQ3RgEZ34JAZgpPGeh/nTxp8EYjCmVSq4VlkIIHp7042cbSGQmQsM4y5OPce9HvAVV1YOExayZdWZfmHO3r9BT/wC0lYptgYhovMXcwG72+tSJpdvGUKiT5QVUGViAD1pq2aeZFEq/JApZCzknPp9KFzPcCrcXtz5Fw3MflTqo2EHIOMitG3uftBmzGyNG5RgTmo5dPt5GkDB8yOGfDkAkdDUsNskLuybsyHc2WJ5pxTuB/9k=", "path": "000516.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000517
Men Tshirts
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", "path": "000517.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000518
Men Tshirts
{ "bytes": 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", "path": "000518.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000519
Men Tshirts
{ "bytes": 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", "path": "000519.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000520
Men Tshirts
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", "path": "000520.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000521
Men Tshirts
{ "bytes": 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", "path": "000521.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000522
Men Tshirts
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", "path": "000522.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000523
Men Tshirts
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", "path": "000523.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000524
Men Tshirts
{ "bytes": 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", "path": "000524.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000525
Men Tshirts
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", "path": "000525.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000526
Men Tshirts
{ "bytes": 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", "path": "000526.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000527
Men Tshirts
{ "bytes": 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", "path": "000527.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000528
Men Tshirts
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", "path": "000528.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000529
Men Tshirts
{ "bytes": 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f6hjWJS02k9xHToUmH7q43/RqDG4/ib8652NijBlJBHORXSabdC9tzu/1idff3rOUbaoaZ03w5UjxzZZZj+7n6n/pk9eOMvyivbfh/Ht8a2Zx/wAs5/8A0U1eJv8AdH0qBkBHGK+kvhTbrYfD/ThjDT75246lmOP0Ar55trGaaF7swSvZwuiTSIOAWPC59Tg4r6h0uayTTLQ2SeXbCFBGmPurgYBrOo9DaiveH+Irdb60EXvmua/s24txEcFthBT/AGa6iWeOVsk1HJcRDgkfSsbHapWRQkhtbmRbq/0u3vZFAEa3A3LG397B4Pes+eMx3Etycl25ZscDtwB0HQVsebLeZhtYmmc9lHT6+lbVtpUUNhLBcqrvcLtlI7D0B9v51ok5aGUpxjqtzyfULl4Nacu3/HxEpjY/3kzkfkwP51GusX2QiyAAcfKK3PFvhG+WyZokaRI23xToOUYdMjt6HtzXPaNZTXsKzlSvOGB7EHBH51jJNblxaZt6dE0x8yUkk85Jya6K3RQBt4FZ9nZOuATirUOnal4hmay0vdFZoxS5vgcDI6xxnu3qw6dOvSFFy2KlJRWo1ZP7a1NIo+bCxlDyyDpLMv3UHqFPJ98D1r0TRdO+yWD+co82c7nU+mMAH8P51Honhyy0a3iijRSYhhFUYVPoP61sEkmuqnTtqziqVObRHM6p4E0fUSzxRGzlPO6D7ufdTx+WK8v8WfCrxDHdNc6esWowBfuxtskH/AW6/ga94FOB7GtTE+Pryxu9OuDb3ttNbTDrHMhRvyNMFfXOo6Tp+rW5t9Qs4bqE9UmQMPwz0/CvNfEfwYsLlJJ9AmeznAJEErF4mPoCfmX9RTuB4mBmipry0uLC7mtbqJoZ4XKSRt1UjtUNMYua2vBv/I76F/1/w/8AoQrEra8HH/it9B/6/wCH/wBCFAH0zLGouJNqgbiC2BjJx1PrTCOalnOJ2FRMQKL6CIby1S5t9jDnnaw6qfUVx91DKPNiuATgYJL5/HFdkz/LWVdIzTb1UE9MZxmqTA53SBBE5AGPM6c4zivDvHGoPqPiGYsoRrdjFgDnIJzn+X4V7jrATTkn1KXfFHbxPIVZMgkDsw4/lXzlcM87tK5/eOSzE+p5NITKrPlaeh3MPpmoJGZWyV57+9PtmDscHtTAn6UjdKcaaaBDCOKaRzT6aalDIyKTGR15qTb6VdFmiaHLcPC4nadBDISQNmDuwOh5xz2oAziOcenU+9LinBdowKXFADMEnrShTTwtLigBFTuafnGAKQnbSZ2gk00AM23jv1zSqdq/oPrUIO5gPU5p4YFiR91OB7mgDs/B10SLi2J4GJF/kf6V2XjSPNj4Z/7Bx/8AQ6828MXPkaxECeJAYz+I4/UV6r46i2weHF9NO/8AZqlgjjYo+elZPiKfbNDbg8BC7fU8CuhhTJrjdYm+0ahNID0YhfoOKcVqNmcTu579KcDmos4Jx3qSIZBNWSSDFBNHSkJ4oAYaTGQR3PSnhQetPht5bmaOCBGeWVgiIo5ZjwAKAK6gMMnp3pQOSensB0rpvF2gX+kXlu1zpxtYTBHECoAVpFXDHjuSCfeudK4FMBgHNLS0UAFGaKDQAmTQCe9NJxSFuPrRcZJv4rS0S5EOoxhmwj/Ic+//ANesnPNX9Lspb6aYRMAYIXnOe4UZIHvgH8qe4j1jwKmPGVp/1zm/9FNXhp+7znp2r3P4fN5viTT5f70Ep/8AITV5z8OvDv8AwkXiu2SRN1na4uLjPQgH5V/E4/AGsG7FpXdj2Lwh4Wi0nwJaadcQI0sy+fcKwyDI3PP0GB+FcS83iDw34puopp1fSm3SKZWAEa+n1/z1r2VsBOa5rXdKs9WgaK8gSVP9odK5nJ2OuMUmmUNHvhrRtls3R2ucmPcducDJ6+mDXX2fhW0hPmXsr3T/AN37qD8uT+NP0LSvJgtbi4EYeOPbFGkYURjpn64/AVsO24HHWtacLK7M6lRt6EKJFaxeXBEkSf3UXAqKVSYy/p2qwilxn9KXbwynuK1MSOMNGQyHMZHT0rCXS7GLxRcRy2amO/Tzo9oxiVcBxxjqu1vwaukt0/d7W/CsjxOtomnLHOXadpAbZYlJl8wd0A5yAT+FKwJ22K11bpc3TaPpMK27cfbbtPvQIf4Vb/now6f3R8393PTWdpDZWkVrbRLFbxKEjjQYCqO1VtLs7WzsI47KMpDy2DncWJ5LZ5LZ6k81pIKdkhNt7jgMAcU7FJT6BCAYp23kGilpAFJkEGmudqk9+1MHyDGfuDk+poA8b+NmiRxS6frcSBWlJt5yB94gZQn8Nw/KvJK+kPiZpo1HwHqPy5e2C3KexQ5P6E184AfNVDCtjwd/yPGg/wDX/D/6EKxzxWt4QP8AxXOgf9hCH/0MUCPp26OJ2qs78VNdn/SHFVHIpANZveq5b5s4qQ1WkODxTA4v4r6tHZeD5LIMRLfyLGgH91SGb+QH414CW5IPWvRvirfTX/iGO3SKY21jF5e8I20yNy3OMcfKPwrzpsEdjjuKaEQyYIORVaHi4wD24qaRsZGKrRP/AKSvPrS2A0AeOaQnNIDRTYBSYpw6jIOO+KtBbFigH2lVyBI+AcDJyQPpt/WkBS2sxCr948D617J4rmvtO8BvYyaZDBZCzjjR5cPlsgbkbgqSeduOozwOa8pWG1Hlsl6VkyCd0R+Xqe30H510Ov8AijVPFVpa2t/qlmYbX7iLCYgxwfmPXPT9enNAHI4oxV4aVcMoKPbvnHCzDPOP/ih+R9Krz201s6rMm1mUMBkHg9DxQBFRRSZoAAOpNQzPnA7d6c7nGBVSRyM59KAJgxwVHBI5PoKeOoQcBev1qCMkKMctnj3NWFXYmByT3oAs2s5t7mKYHmNw35GvdPiCBnQcdPsHH/fVeCgcY9eK9s167/tHQfCV13fSUz9QQD+opMEc7PKLWxnn6FEJH17VwUh55rr/ABHP5enpAOsrZP0H/wBfFce/FVEGV3656U+L0qGRuKntJAkkTlQwVgSp74PSqESUh7V3fhj+x/FHiWy0u40lI45pQW8tQpCKpLfMMHBC/rUKaT4a8U+KtI0rw5b6jZrcSsl0bmRX2r1yn0APX2ouBxYHNXdIkEOtWMhkMe24jO9eq/MOa2rPwl/aOp+IYLS+RbfR4pZvNlTmVUbbjjoTijw34IvvFVlNcaff6assTENazz7JdoAJbGPu89aLgdN8SbK4Tw/p99qF0kl3NcPGscSbVUJkEn1PT6ZrzE81tajomtx6jNZXIkuZrVvLISfzQMru+U55454rPuNOvbVS1xaTxKOpdCP89RTAp0VI0MqcPE6/7ykU2gBKSjNITigBklR7jk/kKWVwBUKHIyaQEwIUZ5r0P4c6Stxouuar5Zlk057ebYOS8Y3eauO+Yy1ec5JOTXo3gzVbjw/4D1PWIQG8nWLTdH2kTawZT7EHFAjuPCljFY+NbO0t3WSMW7GNlOQVaElT+IIq98PvCg8L+H1imC/bZz5lyw557KD6AfqTUHg3ShbeLLDU4JTJp9+8rWRJzthEIKr/AMByV/4DXZOwRK5qt9joorqNnkCriqdtCt7fxxMMqTl/oP8AOPxplxNnIrV0C3AgmumHLnYvHYdf1/lUQV2bTdkaat2Aximhgrcc5qukwG5QehIqVDuNdDOYl5Rtw6GrHlpKuelNVMiopLiO1kCtvJ44VCexP/sp/T1oAnERXHNYfiexe5ihlSXyXX5PMHDAMV6Ht/Pitg6nbKcOzIfl4ZCPvZx/I0rahYSKFZ0cFQ+0qTxjOcY9BQIZo0LwaVDHIxeTBLMSSWOeuTWioqompWJ4W4i4xxnGMkgfqCPwpyahZyJvW6hK4zu3jHQH+RH50AWqfmmD1paBDxS1Hmo5rpIBucHb6gZpAEsgDgf3Ru/wpp+XZH1Y/O1RRSrcTNID8mc5PoB/iafDmQPO3G/7o9u1MCPVLUXujXlmRn7RBJFj/eUivksAqQrcEcH619do+SMj6V8u+LdNOj+LdUssHEdwxT/dY7h+hoAxzWj4TbHjrw8PXUYP/QxWaelXfCrf8V94cH/USg/9DFMD6cv2xeSD6fyqoz981PqJ/wBNk9eP5VTYk0AK0nPWouZZliB5Jpc8HrVjS4su8zDvtWonLlVxxV3Y1okVYRHj5QMYPSsbVvB3hvWFP2/RbKVj/GIwj/8AfS4Nba8Co5nCrnNc6bNuVM8b8S/B3w9teSwu7yzPXaWEqfrz+teK61okmi6oIDPHOoPDoCPzFfSHjPVBaWE0hbGFNeTQ6YZfDOsarcoDc3Fs5j3DlI8Z/M/yxWtNykxVIxSODU07io1OByaXdW9jAswbzMqxRq7t8oVlDZz7Gt6WG/ECWtnptrcQkgu8cSMJnxnPynoASB+J6muZEhU5BIPTip7Y2JDfahOGyNrQhTj6g0gNW7sL+KzDTaRbwl0LgLC4kVc9cZ49ee3PpWVHa3Es6QJC5lkICoVwSfxq19ogjUta6reoxIXDKV+U8HJVuw7VPHqN5JZ3NkdbAhZxzNJJ84HIxkHAz+PFAFq50ywsQ32knyrfhlB/e3MuOVH9yPIPJ5xzjkVgsCPmKbQ3I44x7e1X/t13Y28cYubO5h3s4QokuGPUncuRn9cVUub97uJEkht1KHho4ghPHQ47fhQBXzTSaQnFMZu1ACNVOQ7nOO3FTyNwcVWzuJPfikBdtkyNx+gqfG5vYUyMAIFBxUnG3A6VQApy2a9fk/5E7wf/ANgw/wDoZryAAZHtXtmnWLaloHgi0XP7zT8MfRd5JP5VMnoNGTc/DzX9fSO+tVgWFkAjWSXaxHrjHeub1T4d+KbDJfTTIPWGRX/rmvpRUSCBUQBVUbVA7AdKwdWuMZ5rONRm/skfLN7aXdo5W5tpoWHUSIV/nTbRtwI9DXtet3Kurq4DLjoeRXnGraQYdPi1VYwiTSlSqrjC/wAJ/HBrVSuZShym58LGNv4we/AB+xWFzcc9BhO/510fgHxPceK/ifpt5e21nBPBYzqi28ewSMRnJHc8mvMrOz1C4UyWUMzA5jJiJyeMkcdeKcItU0i8juEiu7S4ifKOEZWVh6H1qmjM7zw/aXWmeCfHmoXtvLbvLGtqvmoVLMznIGevUVi+Cv8AR9K8XXwHMOjvEp9DI6r/AI1m65418ReI7aO11bU5Z4IzuERVVBI6EgAZP1rR0M/Z/hj4qn6G4uLS1U/8CLn+QoGL4YhY6YxBiAaQthiuTjA/ijIx+Iqnr13qENqLS8gsAJG3LJbnLcdjg4HbtWxqek2el/CfQ9XiWSLU725kDSLKw3RgtxtzjsOcVpHwdBrHirwtoct9en7ZpYvLlmkDmNmUt8oI4HAo0A8/XWdRVQv2yUqBgBiDxnPf3qC8vJLyRXlCblXb8q4rvbr4c6RfLfx+GPEy6hf2IdpbGeHy5CFOG2nofyxXn9paz393DaWsTS3E7iOONRyzHoKd0Irkio2bFX9Y0q/0PUpdO1K3a3u4sb4yQcZGRyOOlZbtRcTZHIc04A8DBqJjzVlFwM96QwC4OW/KvQ9MSP8A4UXrTFlEn9rxHBIBOAv59a89AJp/JABJwDnGadhHq/wg8SSTa5o+gTglbeW5mgfPQNEcr+Yz+Jr1G5k7DpXiPwgx/wALO0r/AHZ//RT17HNJk4zXPW3Omh1Im5NWE1S5sY9sTgxgf6txlf8AEfhVUnHNZuq3gtrR26nHA9TWSbWxs0nua+jeIItXuL1ERo5IJFDoeQCR2PccV1FuDgGvMvBDEX1zbkjfKBKx9Wz/APXr02L9yqhzXRG9tTmbV9DQjHFUr28vLZB5dokju2yJfPxvb6beB3PoAatJIMDBqvPY/abjz2uZ42UbYzC23aCOfXJPr7CmIIzqiQxiS1t5JAvzP9o2hj642cVctjM0RNxDHE+cBUk3jH1wK52dbG8iMD+IrkxMAHjaRMOB1ByoPPf1q3b2+Qfs2vuVkb5QiQ/eH3sfLznOTQIvahNDZWwkNsJnZ1SOJFG53J4Az+Jz2AJqlZzRX119kW0tpkiT/SZ1QeWGI4RP7x4GT0wB3OBFFp6XMgfVdQFxLFI/lLvVAqnIwwXGSQefbA9cy2unX9vB5MGpQtEd3zfZRkkn1Dfy/TFAG+BgYHajNU7NZ4YBHPKkrLwGVSvy9s5J5981Yz37UCH7hVO8kAQg8g1I8qqOtY2oXjxK7r8y4OVPTp1oAvWi77WONePM6/7o61pS8KsY/KqemofLVm/hRV/TmrqoSWc9T09qAGqPm+leEfGew+zeMobsD5bu1Uk/7Skqf02174EwBXl3xt0zztC07UVHzW1wYyf9l1/xUUXA8OY4qz4Sbd8RvDY9NRhP/jwquV4qz4Pgk/4WT4fLKVAv4T8wx/EKYH01qJAv5PqP5VUJ71Y1RsahL+H8hVPJKkj86LADvjIBz9K2LWLyYET0FY9rbl7lC3QHJ/CtwEAVzV5a2NqcepIWAFZ99OFQ5NTySAAkGuc13UFgtnYkcCs4s2SscF4xm/tO/jsAT5ZO+X/dHb8elZ2rusXhrUwQAPssgA/4DVVNQW6u5rjdkyNwfYVD4jnH/CMagM/ei2j8SBXZTVkctSV2eWRksgp5DVHnaamQ7hVXIG5J7UfWpNlBQ0gI+KUe1O20FSaBCZxSZpQuBTSwoGDNgVETu5FOPzcd6hIIPBwaABgSOlNt4mmnWJFZ5HYKqqMkkngCnO5C5Y1e8MMB4o0l26fbYc/99ikNHbad8IvGN9Gr/wBmR26nn/SbhEP5Ak1v2/wG8QuAZ9S0yH2Bd/5KK98twBGB6VN0rF1Wa+zR4WPgFcKmZPEMW/0S1OPzLV6F4a8Ny6PYaNHcsryWVgbYFehJkJJ/LH511rng1Vu5BHFD/uH+dS5tpotQSaIbiUBTXIa1dY3HpW1eXfytzXn3ibUxEjDPJzwO9OKNHoZE7HUb4W4PyfekI7L/APXpnjAqvhi4wBhWjx7fMBU+mwm2t8v/AK6T5nP9Pwqj4xfPhe6/3k/9CFbI5ZO7OASaRCNkjr/usRW1Bq4S1VZNUvxK/wDrFwGUdPXP+RWBG24A0N1zWpBu6tqHm2McCX8N2jNk4g2Ou0DGT77jx/s1qOfs3wfhX+K91tm/COLH8zXHLXY+I1Nr8PPB9oeGkW6uiP8AekAH6ChgdH4k0fU9b+HHgqPR7Oa9t47dllMCbtkpIGDjpzmup0JU/wCF16gwIaPR9HSEkHgFUQEfqa8b0fxTr2gwtDpeq3VpE5yyRv8AKT64PGfejTPFesaLcX81ld7ZdQjMdy8iB2cHOeT0PJ5qbMD0YzeHvAumr4r0+XUdQvdbtpRaGRVWKJmPzhiO4Pb2qL4d+ENW0zw9d+LYNOa71VoSmlWzEL94YMxyRxzx7Z9a4G28TTR+Fm8PXVpDdWIuVuYyzFXiYfeCkdmGQfrTvE/jLUfEmrx3nzWUMEQhtre3kYLCg7A8Z+tOwjf+MdrcJ4o0+7ukMc93psLSqwwQ65Vh+decN0rrPEviiHxB4c8PWkiTnUNNheGaeVgwlUkFSDnOeO9cow5pgVnHIrbttB1e4RDDpd5IGAKlIWIIqLQNPTU9ftbaT/Vli7j1CjOK+gvDTL9l8tcAIcYHas3KxcY8zseMW/gLxRc426RcID3l2p/M1qQfCzXmGbl7aAd/n3n9K922iq8w4NSqrubexR578OfDEOjePLJpJHkuY1lGeijMbdBXZlsnNVtIj2fEOyP96KQ/+ONUisPwqaruwpKzaGzPtHWuU1m8M8u1eVU/rWxq98IkMaH94w/IetcvPnFKnHqwqS6IveFbpofEcZz95GH8j/SvYtn2i1GOuOK8T0T5dct27/Nz/wABNe06O/m2aE+mK2MCKKSSA7W/OtGGXeowajubfdkgVVjLRtg9KANJgpPzIp+ozSBIflPlx5U7l+UcH1FNikEi4psiEcigdxGtbJiS1rASe5jFTRJDAgjijWNB0VBgCqhRyevFBYp3oC5fz70xpABjcBnpmqRuxnacimyKLmMgHkcigAuJSpww59PWs69ubQWNxv3KfLbO4dOKnR50GyaEzx/XDCqPiR7ddFuGQFf3bcN16UCOj0SWKfSbaSM7g8StuPfgVflnihXdLIqD/abFea+C9avLvw9DAZfLWD90PLGCQAMZPXPNdAFG7cRlvVuT+dYyqJGkabZsXGvWkKEoss5HaNePzOBXFeJdYbxBZy6bLZLHDxJ5bnc0gB7Hpwe1bUnNYupwFraZ4x++hHmxEdQw/wARxUwqOUrFypqMbnPafpulWhGyxjLEcFhk5rb0+ytLjWtNeS1i3RXCOhC8qQeKpQmCWdGjC4kTcu7gYPNaujsh1ayw3/LZcD8a2aM7m9rD41SYcdR/IVFbLJMu0AgDgsas6hAsmsStIwVdygFu5IGAPepUlhGY4pI2KDlVcEj6jtUVKvKrIcKfNuOjQRDjOfWnGQiozMMVXmn4x2rku3qzqtbREtxIFiJz2ryX4ja5JFYTQW7fvCOSOwzzXd6tqi2tnI7sAFUnrXjesTvqCXDuMmQN+A7Ct6ULu5lVnZWMzSbhhEFzwO1W/FF3t8NOufvyIv65/pWJpMmFCk84qTxPPjTbWInhpSxHsB/9euk5Tld2acshWpxEp6dKUxoOtACxyhxjvUnGKqvIg+7+dR+axoAvcUhYAZNU90lPV88NQA9pQelR7s08xg8imbMUAHuKGxjJpvKn2pGPagCGT5jjtVjTWaLULWRescquPbBB/pURACmr2kxbmkkI4C8Uhn2bZyiS3R16MAw/GrBNYnh248/Q7GQHO+3jP/jorYycVxSep12GO3BrK1e48qK0XuYz/OtKVuDWFrhBaxz/AM8j/wChU49R9UY2oXOyAsT2rzu4f+0dTaZ+YYW+Uerf/WrqPFF75dq6RH5mO1fqa5eBVhiWMc47+vvW8EZ1ZW0LitWL4xf/AIpuZf70iD9a1UbisHxlJ/xJFX+9Mo/QmtEc5w8LYXFSnmq68DParA6CtSQ6KSPSu++IqxWmp+HdMc7Y7LSrdZPlzgsSzcd64SNgkisVDBSCVPfnpWt4o8QTeJ9dn1WeBIGlVFESMSqKqhQAT9KANFY9CuScNpx5zkySW7N17YIHUfkKpXtlpVtCHmV8lwu62uUkA79PpmsMdKY/SkBbuksBCHtJ5mctgxyRgYGOuRVI0tIaYDTzTGp56VGeTQB0fgWEvr8k2OIoG59yQK9i8MzYuJUPfBry/wABQgW99PjkuqA/QZ/rXf6LP5epx/7QIrKRpB2Z6BnK1Xm+6adHIGUVHMcKax6nWihpy48c6Y3rHMP/ABw1l3F6sEDSMeB29T6Vraac+LtNb0E3/otq84vdSe+nGMrCp+Uevua0lHmaMeblbLskrTymRzlmOTUM4+TNJEwKD1p0vMZqzJj9Ewdct/8AgX/oJr1zw9IPIKZ5BryPQeddtserf+gmvTtHlEVwOeGpok60ruFVZbfuBV6MgoKHQkUAZGWibNXonWdMHGaZLDnNVGDwvuU8CgC1LG0ZwRSLCpOTU9tdx3C7Wxv9DTpE2fw596AK0lpG47CqW17OcZ5Q960C4HaoZJ4SCHUkfSgAm+VRIgyrdxXHeOpRDoc7F8mRcDB9eP6110VysUbYRmj7AjrXnHxAunliQMAu6TAUdgKAK/gC4x9st89NsgH6f4V3YavL/BlwINd2HpLEy/iOf6V6UjZFclbRnVS1RIx4qhK22dTxzxzVx8nrVC56j61FN2ki5q8Wjm41b7OiYy6M6jJ5wGIrX0dm/tfT1ZTxOn061iRK7LbzLzw5xng5Ymt/RpSNWsUYAEzJ/Ou05Dup4YRcO5Rd5IJP4VheJLCzudMuJmVoZ4omZLmDCzRYGcq39Dwa37oYlYnvXN+JhK/h7URC2HNu4B/A1ySWp0R+FHL+HPEsuoWMiXUiPdWspglkQYWTABVwO25SDjtzWjPqahCcj868w0fVIrOO5uEYgXUgcD/ZVdq/mBmlvfEU0qlY8j3NUoN7IbmkjT8Va19oYWkb8Hlselc395CB34qkZmlk3sSWJ5NWRIFUtnAA/KuqEeVWOaUuZ3MCBfs2ozRdg5x9DVbxHMJJ4IQc7IySPqf/AK1XL/AuI51GNx2msS+l86/lk7ZC/kMUEFaKTb8ufpT2hkY5LZqOSLnI4qSGbGEk49DQA0QqDTxGKlZO9MzQAYx0FIVBpd1RluKAFDbeKflTUO71pN1AEzMAOBk1Eq5yzUjHAzmml2fgdKAEk6YFbmmRbLNSRy3NYccRkmVAcknFdOihUUdABSGfRvgiZpfDOlHrm1T+WK6s9K5fwBayReDdJMyFH+zLwRg4JJH6Yrp26Vwy3OtbIrTn5c1zviOcRRWLE/8ALA/+hVu3TgA1wXxEvmhj0qBDhpbZvwG6tKSu2E3y2ZyWqX5vrw4/1SHA9z61WBqsvGMdKkDc10rQ5ZScndllW4rnfGL/AOhWsfrMT+Q/+vW6G4rl/F8hM1nH6Bm/UChCObA6inxnjB7Uu2m/dbPatBElFFKOlAhKa/Sn96jkIzimAnamE804kKKaBnmgBCeKYeATUgXPWo5OSF/OkwO+8FJs0At3eZj+WBXTW8vlXMcn91gawfC67PDtr/tbm/NjWwuWYKOpOKzLW56FZyluD0FWZ/8AVmoLGE7VPsKszgBMVzrc7VsUdK58T2J9PN/9FNXkVvLlVr2DSlB8R2nr+9/9FtXi1iS3yEcg810nLU+I3YXwgqYt8v8AjVJHIwKm8zOKRJo+Fxv8QwjsFc/pXokYMUikfWuC8FQmfxKqDtE/PpnAr0B1ZGCsORVx2JZ1WnXAkiGa0eCK5TTbvy5djHg108MgdBSkAyRPaoTECOQKulciq7KQTmlcClLZRtgqSjjoRSw3bwt5Nz8w6BxU7Gq8qq4INMC3JbLIA0bZFR/ZtoywFUI7hrVsE5T+VSz/AGx08xJA8Z/u0gGXMm59qY+UV5V4/k26jbW+ckKzmvSfs0zt8rsM9T6CvJ/Gsm7xI684SNRz75P+FMaMexuWs7+C5XrHIG/Dv+leuWz71yDkdRXjeOMnpXrugLIdEsmmUhzCuQ3XpXNXXU2ovoX34FZ10eM1oykdKzbsggj8K546M6Xsc7aBX0y3XcA3lg7e/PetTRfl1nTwSSfPQfTmsRrcLLsDnKoFAzjGBV3w+Z/+EgsNzkr9pQEn616PQ4mem6pKsQdmOABWTD/plrIeqtkDPesXx7rEkV5BpUBPn3EqjAPITjJ/nXS2kX2XTFDcELk/WuV7nTFWgj51uojb30sOAux2TAHocVBIM89jxWn4jngl8S6k1s6vGLhhlSDg9/1zWbIQQcHkc11p6HG9yuxRW9cVFLKcbTUrAmomTdxQ2BnamXWBWC9Dk47Viqu4NnrWvqV0vlGFDuycMw6cdqyCDk460hARke9RPHuzmpN7KeRmnB1br1oEQxzMh2vyOxqdlEgypwaQxq/Wm4EfAJNAxpR1PTI9qbz0wakM5HRM037XjrGaAEERY+lDIkYyzc+gpGuz2Qj8KRRuOVRmPqaQDAjSHpgU5sRrgdakZyi4OM+1QYLNk9aALmlQl7kuRwo/U16T8PvDH/CSeIlE6brG1xLP6Nz8qfif0BrhdLh2Qbscsc19M/D/AMOf8I/4chikTF3P++uD33EcL+AwPzrOpLlRpCN2dWihQFAwB6Ux24NSMcLVKeXArkOlFW6bcQPzrzz4kMDcaMw/582/9Drsb+9CKVU/M3FcT8RchtCz/wA+Tf8AoddFFaXMaz6HHqaeDUIbinBq2MScNXI+J5d+qqv9yID8yTXVbq4jV5TNrFyx7NtH4DFNbiZApyKRlyKjGQeKcrMO9WIFYg4IxUo6UwgMORRg4pgLmmNy1KQaMHNADdvPIp23ilHvSM2BQAx229OtRfdBY0/GTk0yXHSkwPS9DTytDsk/6Yqfz5rqPDmnNfX4kYfuojk+57Cue0qJ5LOzhjGXaNFUe+BXqul6fHp9mkMY6D5mx949zXPUlZWN6UeaVy2qCNMAVTupAAatyttFYt/cbVPPFRTWp0sfosu7xTaDPQS/+i2rxqCRY7uQqQVZsjFep+GpzN4wt8dFjm/Py2rwqO9faFYbhXQck3eR2yMMU5pABnNc5YaqyssMzF1Y4R8cg+h/xrUecbc5zUgtjvvhvbsbq9vz0jMcQPuTuP6AV6fe6eJQWXg1xfgGyaHwX5gXMtxI0+O+M4H6L+tegxOLi3Vu5FabIg5aS1uISXA+6cnFbmlah5qBSeRwae8bbmBX/wCvWTPby2c3nQg7c8ikB1qTBgKeyhxWNY3q3cfBww6irgYs2xmKnsaVgHSW8meAD+NRfZZmOMYHvSyPfQD5QJV+nNVmv9QJwtuFPrigCw2nLtJkPFVHuE09isDFs/w9qaV1C4+9PjPYLU9rpbht07ZH86YFa51K4ksJW+z+WpGA/qeleMeK38zxTqHOdjiP/vlQK9h1K6F7fx2sJ/cwtliOhP8A9avFtYDXPiG9EQ3tJdOFA7ncQKQ0aHhPRRqmo+bOuba3IZgejt2X+p/+vXqAGFrN0LS10nS4bYYLgbpG/vMeprQdsDFcdSXMzrhHlRDMRg1mTkE89BzVu4lA/CsPUJ3a3kMbY+ZVLfVgMVMY3dipOyuZ0xD3Eh4A3HBHb3q34eRoPEVkQ+9WuUGM8cnqKxEumkkkGQvznBbt161peHrl38QaZECCRdIGx7HtXd0ON6m1BpQ1T4s69q1z862AitLdT0X92rsfzanfEnxO3h/wleTW77Z2Aii/324B/AZP4VUt/F2n6V8TvFWk300cLPNFLEzsFDfuEBGT9K8Y+JHi1vEmvvFby7tPtmKxYPDt3b+grDlvI25koHJRXM0M3mxyuJCcls8n6+tbdp4iBwl3Fj/bT+o/wrncjtTgTW5znYy6lbhFMLCZ3+4iHJP+H41LpukXerTg3JbyyeUQ4UD+tcfb3EtrKJYmw3f0I966+y8eG20meD7EqXjIVimRvkBPGSDyMUwMjxK8A1h7azZfItQIl29Cw+8fz4/CsffIOvIpPLDH7xz35pfLYdGzQIeH3UjLnmozvB5H5Uolx1BoAUgjvTCexJqQSIeMj8acGHPANAEYDj7vNSjJ6rTfMx0XFJuc/dNAEmwdTimO+FqMrKepFADD7y7voaAG8s2acRingjHC49qn0/T7rVdTtrCyhaa4nkCIg7k/070mB6b8K/DH9sa1HdzJus7Ha5yOHk/hH4dfwHrX0Ig2rWD4R8OQ+GNAt9PjId1G6WQD77nqf6D2ArddtorjnLmdzrjGysRyvgGsa/uhGpOas3t0I1JJrmp5zcy5zwOlEY8zKk+VXG7jJKC3LH9K4P4v3k1lq3hySJiV/s99yZ4b95XewLg9STmvPPjT/wAf/h3/ALB7/wDoyuxK2iONu+pyUXiG0YASLJG3pjIqwut2B63AX/eUiuTIB4xTc7PvElex9PrTaFc7CXXLGOFnW4R2AyFGeTXIecZpGkc5dySabtB5Uc+3ejyw/XIPqKLAPz3xSEkHgU0PJEfnG5P7w6/jUiyK/wB0g1SEN3mjzCBTyFPXg0GMUAN831FO3qe9MaOk2kUwJN1NODTBx1pc0AO7cVCeWI7nipc1Jp2nXerapb2NlH5lzM4VF7e5PoB3NS2NI9w8Dab5sv2h1ysEaopP97H+H8675gEWqmi6YmlaZDbrgsoy7f3m7mp7mTAPNcTfMzvhHliU7qYAda5XWbzH7tTya1dQu1iVmZugrkZpjcTtI3fp9K6IKyM6srI3PBg/4qi3P/TOb/0W1eCgkAfSvfPBg/4qa3/65y/+i2rwDf8AKM1aOUuWl3NbXCTQuVkjO5WHY11XhtB4h1Iaa6xxyyt+7ZTjr1AH5muLRxuqzbX0tndRXEEjRyIwZHQ4KsOQRRYD6ht9KntbaNbNsRxoEUKewGKlhvL6zYB0JGe4rL8B+MbPxhp6pJIttrEK/volOBJ/tqO4Pcdj+FdZLBeoM7ElX2qriI4NXEn+sjwfWrfmxSrgjNZrTqpxNaFD6inx3FrkYcqfQikMJLWGGYTwyeWw7djVxbgTLjv6imCS3kGH2uPXNOBs0+6CPpQBZjupEOGGR61ZW6jbrx9azftkaj5QDUUmpKn3oCfpSA2WuIlH3l/Os/ULp5LZo4W2FuNw64qkLy0n4O5G96bJhCG5ePPbrQAy3tlt4y/YDNeceENM+3avc6rMnyRyt5Y9XJOT+Gf1r0u7nRrNtnHTANZNhZRWFpHbwrtjQce5PJP51lWnZWNqULu7LX3RVaeTAPNSyvgE5rF1C9ESnnmuU6SC9uGdxHGfmb9KrXirFYxoO8qZP05/pTrdG5kf779j2FRaq+2CFcZ5diB3wp/xrrpw5Vc5qk7s4mLZ9qZcmJWbjPQk+ldF4aU2nijTmLO0c92gQsO+RkZrJaGOaRo1iIQLtyOQPetPw+LlvFWl+XI3ki7QMG9Nw6VqZHnPxj/5Kvrv+/F/6KSuHGa7j4xH/i7Gu/78X/olK4bOaQh1FJRnmgB1P68UwGl7daAHD0IyO3tT9zKflOfY96j6ilU44PSmBKswH31ZffqKf8j8qwaol3bfkPzD+E96YHjfl4yp7kc4oESmNe603ygDxmnLjHyynHbP/wBenfN6K36UAR7XHRs/Wk3OBytSbsdYm/A5pNydw6/UUARblPByDS7SfuvmpC0RP31/GkESMflK59jSARIppJFjQF3YhVVRkknoAO9fSPwv+HI8LWX9palGDq9wmGHX7Oh/gHv6n8KzvhT8MF0ZYtf1qEHUWXdbQOP+PcH+I/7Z/wDHfr09aPAwBWFSd9Eb04W1YhwoqldXHlqeasSvtGa5PXtahtIyWbnoAOrH0FZKN3ZG90tWQarflm2A8/WqcUu4BRyxrCW/a5mLHkt+ntWvZg5BNdUIcqOWcuZmlGuAB/KvOPjUcX/h0H/oHv8A+jK9JQ4AxXmvxqP+neHc/wDQPf8A9GVa3IZ5hn/9dJk9KQj0NB/WqJEBK9OnoKlRgw5/Ooc+1Ckg8EZ/Q0AWttQtbAnK/KfbpUiuGHHWngmgCuFlXjBP0NLmX+6w/DNT4btmjY3rigCHe/oD+lIZSOqH8Kn2P/epNj+o/KmBB5691YfhSGdB1z+VTGNgei/lSLA8siRohZ2IVVXJJJ4AFSxkKE3EqQ26SSyu21UjQszH0AHU17p8L/CEOh2zXuoFBq868wsfmgT+7/vHv6dKr+FPCa+CNLN/dLHJ4hugVTaQfsSY5Gf75z17VZjaSMh95Emc5B6VSoupEFU5JbHoUkiqpwelYt/dbFJJwKqadqctzE6y5JjH3vWuc1zVvtErQQuSoOGI7+1YOk4OzOv2qceYr6hfG6mIU/uwfzqsgqFanSqOZtt3Z0Xg3/kZbf8A65y/+i2r56J+X8K+hvBw/wCKkg/65y/+i2r53BzgUCE8zgEdQad5mR79qiI2kim5wPwpgbGkavcabewXlrKY54W3Kw/zyO1fRngb4kWniOOO1adLbU+htZ2+WQ/9M37/AEPP1618vRnB/Q1dhnIwMkEHgg4IPrQB9ofbI8hLyIwn1ccfn0pZNPtpl3KoOe618/eEfjZqulGLT/EEf9qWX3BMSBOo7ZJ4f8cH3r1fQfG/hDXz/wAS3WBZXJ+9bzN5Lg+m1vlP4ZoA3X0wKfkJHsaFs8feQ/hWkq3OwMlzHKpGQWTr+INKZLgLzbxv/uSY/mKLgU1tgOg/MUNvjHMCt9KtGYLy1rOPoAf5Gm/2haJ94Sp/vRN/hQBmywRT/et2Qn0FVWt7i1BeJ2CDqG6Vuf2tYD/lsB9UP+FZd7fG7favEIPA/ve5qZz5UXCDkymzyTlWlxx0AGKa7bRilLcGqd3OIoyScAVxtuTuzsSSVitfXQRTWIoNxN5j/cHQepq2kTagzSOSsX8Pqx/wofTZVI2fOPVOP0P+Nb06fVmNSp0QA5rK1pzwqkblhJGTjksB/Q1p+W8RG7pWRqcc1xPIIVDMvljBIA4BJ6/WugwMWWfyoo12YkZixAABOT3PpWt4buEufEWlndEhS6jGN3LHd/OsZpUnDs8Z81TzxkD2HpWr4Ua0TWtISBAji6jByc7uetAjzj4x8/FfXf8Afi/9EpXC8DuPzqCipET8+o/Ojp3H51BRQBZGPUfnTgcjqPzqpRQBb6UdqqUUAXEl2SD0NT4G7cPx96zKKANLy8cqxH1owo6sD+FZtFAGg0ij+Nh9KPtHpu/Ks+incDSWR3IAjYk9OK9e+GHwrvdTurXXdUVrW0iYSQJgB3I6HnoK8PopNgfeYtfLTCknH945JqJxjrxXwjRUOCNFUaPsvxBq8VlFs3De3Ark309dT+eYKx7bhkCvmCvqXwVY3DeD9Eb7NNhrKEhvLOCNgqoRUQlNy0Kg8O+Qcx+Yo/vId4/EHkfhmrUELxAEkMucbl6Z9D3B9jXWxWU2OYJP++DTLnTpGKgWznzFZGwh9Mgn6GrMzCQ5HpXm/wAaxm/8Oc/8w9//AEZXpqWN7gE2lx9PLP8AhXAfF/RNY1C80FrLSr65EVgyuYbd32nzOhwODR1BnkG0jvmitceFfEv/AEL2rf8AgFJ/8TR/wiviTP8AyL2rf+AUn/xNVckxj0zTSc9/etiTwp4k28eHtW/8ApP/AImof+ET8S/9C9q//gDL/wDE0mwKKPu4PDevrVlDnrU6+FfEvfw7q/8A4Ay//E1cg8LeIyvOgaqD72Un/wATTuBQwT3pdvua1P8AhF/EQ/5gGq/+Acn+FKvhbxDn/kBar/4Byf8AxNFwMrp3pDg962P+EX8Q/wDQB1T/AMA5P8KmtfB3iW8uUt4tB1AM5xmS2dFHuSRgUmxpGFHE80ixxozuxwqqMkn2FekeCfhvff2lBqesx+RDCwkjgJ+d2HIJx0A9Otdx4Q8AQ+HbdZXtmmv2HzzNGfl9l9B+prrVtpl/5YSf98GsJTb0R0wpxWsjL1Kz88bgATjBDdDXMzWAa6jhifDSPsCv1B+vce9dpPDcvwtvKf8AgBrLu9OuEjaX7LcEgdFjJP8AKro1JwHVpwmRa1ax6P4UuILb5ptoZ5QOScjpXmgr0jX5dTh0oCCxupby5Ty8Rws3lqR8zHA6noPxNcKuh6v/ANAm+/8AAZ/8K1qO7OVaFdKsJUqaJq2P+QXff+A7/wCFWE0bVf8AoGXv/gO/+FZjNfwd/wAjHB/1zl/9FtXzsAARzivpHwppt/Br8Ek1lcxII5QWeFgOY2x1FeCP4S8SkAjw9q3/AIBSf/E0AY7AEMcnNR4rZPhPxNz/AMU7q/P/AE5Sf/E0n/CJeJv+hd1b/wAApf8A4mgDIHepFY5HvWmPCXib/oXdX/8AAGX/AOJp48JeJcD/AIp7VuP+nKX/AOJoAzJiHiB796ltp1mTa/8ArV4+orRbwn4kKH/intW/8ApP/iarf8Il4oVwy+HdXB/68pf/AImmBpafrWraTIDp+qXtrjgeTOyj8hxXW2Xxc8ZWShW1OO6A/wCfmBG/UAGuIHh7xZ38Pav/AOAMv/xNH/CO+Kv+he1f/wAAZf8A4mjQD1W1+OuvhcT6Rp0xHdC6f1NXY/jrqUjqreHrQZIG5rtgBnjJO3gV5LaeFfF93dx28Hh7VBJI2AXtXRR9WIAA+tezeD/hbHoapeamhvdS6jKExQn/AGQfvH/aP4AUpSSRUY8x1enNr3iS7Fxcu1nYISPIiO3zPckckentzXRyaUqxoI+CBjJOc/X/ABqpo7z2bCxeCQKvMb7CML6E4x7Z6+vrTvEeuTaHpbTWun3F5cvxDBDCzDPq2BwB+vapspLULuL0KNwBFuDjaR19qwJA+p3BHItkPJ/vn0FcrceKvFF7od8ZtB1MaoriOJhYSASKf4zhcZHTHsPU1ynh268a+HrpmTRNWuLeR90sEtrKQx7kHbwff86iNOz1NZVdND2TYqRgAAAcDFPjAHNV9KuZdXsxcJp99AejRXFu8bqfTBHP1HFaAs7kD/j3l/74NbGRQvYgwYjuufxH/wBYmuUuWl+2SlCNvmsDn2CgV2c9pdEYFrMRtP8AyzPtXMT6XqLTzY0+8wZWIIhb1HPSmIy5G3lXUqg3cjbg5rQ0GEDxJpzGMA/aUIIPH3qSbSdSb5m0+64GAVhb+WKvaRpeoWuu6Yxspyvmxs7+UwCDPOTjrSA+W6KKKQgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvt/wACf8k98M/9gq1/9FLRRQBv0tFFABSCiigBaKKKACiiigAooooAKKKKACkPSiigBKUdaKKkYUUUVSAB0paKKBBRRRQAh6UtFFABRRRQAUUUUAFFFFABRRRQAh6UnaiikxoWgd6KKaELRRRQAUUUUAFFFFABRRRQB//Z", "path": "000529.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000530
Men Tshirts
{ "bytes": 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bUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+ZTSjg0poAQ9aKQctT6ADoKbSnmkoAKSlpBQAUjcU6mtzQA1elJk7qcowKQj5qAHdqYeTT6Z/HQA1lwc0lSkZWmBSRwCfwpgJwaQikPGaUNkUAIUphTNSHgUvBFAFYrjioymeKtlc1GF+bmncBtjdCO4Fmx+8Cyf4VrVyTSkX/2kHAjmCg/jzXWipkgCiiipAKQnAyaWopTnC59zQBHNmZSgJCn071jS+G7S4lLzK0mT0dyw/LpW4oxmkye1UnYLlQWNvFEV8sEYxg1z0cBt3ls1B8pWJj/2U44/A11LJuHPIqs9mpYt3xge1UmNMzI43kxjj0q/FbuuMkVZjtlVRgVMEx6UOQhqHAAP51MDTNtLt9KlgNkgimBEkatn1FRHT7Y/8s8fQ1YyRRuPtUuKe41JrZkK2VuvIiX8ag1MiHTpSijJwAo4yc1cLGsLxBdSLZu0ePkyMn16D9acY22Hdt6nlPxduFgv4Id4e5C9fTtj26V45cSGKUI5y4yAPc9Sa9B+IUpfxNPFNI0k6qMk9jXCizCTSSOOFbJPtUPc26JFPyjGNxBweKqMwD5bpnkVv3BjNl8kf7rOVlYYJOOQPasUwhhuckE9BTJZYhWOF1kVsqRkg9qkjOyCKaEH5ZSGX6c/yqp1AAUjHpWlbW0tlKk88TTW4+aRUP3R05/SgD1D4eeHo9VuW1aSIBXby4Y8cKD/APWya95iiEQAUYHSvLfhPNH/AGSgzkLwoPp616oGDAcir6ET3sSjnik7UKaaTxSIIphlTWekxtbkSDlTww9qvyNxWdMuTVoDbVg6BlOQRkGn1laZcEEwOfdP8K1azaswCiiigAooooAKKKKAGucKaqN9+rEhy2PSq7/eqkA9OhH404HDfWmKcMD2NK36jpQA/vQT1poboadxn60ACjilJoJxWF4h8S2vhqxm1DU122MYHzxBpH3HsUC8D3zQBuUhNeH2f7QenQSOt/ZXV0C/D28SxhV+jMST9TWkv7RHhM/f07WV+kMR/wDalID13OacBXj037Q/hdF/caVq0jejpGg/Pea4Pxj8ctb1+3NppEP9kWrcO6S7pnHpuwNo+g/Gi4H0bqOu6TpKE6hqVpagdfOmVT+Wc1y178X/AALYNh9djmP/AE7xPJ+oFfJE08txIZJpHkdurOxYn8TVfNFwPqK7/aC8HwEiGDU7n/chVf8A0JhUR/aD8JeSsn2PVN5GTH5SZHtndivmKii4H0Fqv7R1uqldI0CR2PR7uYKB/wABXOfzFcTffHbxvdOTBc2dkD2gtVOP++91ef21jdXZb7PbySBfvFVOF+p7Vr2fhG5uhum1TRbJO7XOpRAj/gKkt+lAG3H8YPGbyj7Zrd1LF3SHy4Sf+BBM1b0/4ia/c6j9ot9LbUJxwivLcXGf97c7ZHsNtdt8PfhVZXFkb4a9YXke/BeDTxIQR2V5h/Ja9n07SIdJh8u3klPGCXYfyAAFAHNeB9S8U6zaNc6/pK6PGmBFbLHjzBjryxYAfQde9dWDsbnpU1RyDvVIB5GVzUatgkU6FuCp7VDEco394E0ATock1Hdv5Fs8voKfCMsT2qtrBzFFAOsj8/QUdQMa4BgsIM/fdt5/nXYKcqD7Vx+rvuuREvSNNvHrXYJ90fSiQDqKKKgAqmJN8harEzbYmPtVBDg1UUBeU5BpM1HE2T9akxQAE0daWjOKAEwaXBpM0tABRRRSYBRS0lADWrA1M+aywHlQfNf6Dp+v9a3pGCoWPasLU8WdlcXE3TBkdj/DgdPp2qkVE+c/F8rXPia6bcS3mbVJHXAx/OqTxtc6jFZJCznqY17kDufTvU2uHdrMzoCFaQybj1w3OP0p1tYX6K+sgSIVG+Qj+GNjgfhWfU3ZmaojfaWikkVvKOPlHyg+g9hTZLNIbMpLGTO5G3HUClu1C60y/ehM2c5zwRxXW2umS/6FMYg2G+zsD1DAhs/TpRa4jlrrw49pHYszHNwwLf7IzgfyNdHplq0DzmU+ZbrE6fMOCMc811Pi3SglpC8WGSKNVcgc8HIOP97P/fXtVO0019VtoxHGYrXO9scs3r9B2GepptWY1qjZ+GCGNFjUHaU3H2OQB+ea9jiA2A1x+gaEmmWaXCKPtLYZ1HTb2UfQV1kblkHpVJWRjUab0Js7c/Sot+VzSu3yH6VFGcxH2ppEEi/MKryxcE1ZiHyClZckii4GSQySB0OGU5BrdikEsSuOjDNZssB2k45NS6dMoL2pJ8xRvwfQ0S7gaNFFFQAUUUUAFITgZpaQjIxQBCRkmmOPmqbYR70xqoCIDkoe/Sl5YYP3hTiAwFBUkAj7woAgYkZH5UGYMgz64qUgOOetUrwNDG0qgHbyQfamBdU8etcZ8SNK0P8A4RPV9Y1Gwt5p4bN1jmki3spPC4BOM5PWuvglMsSPtK7lDFW6jPavD/jz4s1rTL2HQbeRI9KvrLdKDEGZ23sCMnpgBenrSYHz+etFFFSAVatbf7VOIhLFFkHDSttX6Zrf8B+Fz4u8W2OkbmjhlJaaReqxqMsR79vxr3O3+BWgW2sWs8aSSWsU26WO7m80TJj7oChcHPck9OhoA8m0v4bJebPM1eWZmGcaZpdxdAfVtqr+prbs/gxePfb103WruzxwsiQ2TE+5Z3IH/Ac19LRrHbxxQxpsQAIiouAoA6cdBxVjvQB4lYfCCWL7nhfw9b/7d/fXF44/4CoRa6C1+F10gAk1TS7Rey6bokCEf8Ck3mvTOtNNMDhU+FehuQ1/d6pfnuJbny1P/AYworX0/wAE+GNIObHQbCJv7xhDt+bZNdF9KYQT/CfypgC8AKOg4A9KcelNGQcGndqAI+9MkGRTieTTCeKYESvseogdl2y5wGxTpT+pqC4bEgbuKYGnAOKzbyVTqZdj8kEeT9aviYR2xlJ427q5u5lLhhnljuc/yFCAjt1a81FM9XkBP5129ctpUIS9tw33nJb8AK6mpkAUUUVIFe75jCjuarKhq3MAxX2qMADFWnoA1AQQalzUUsyxKSacDkA+tIB+TS5poNKKAFpaKKACiilxSuAlFFFMCJyXlCjovJ+vasbxHDvt4VkDNahy0yqM5wPlz/s7sE1tE7HyehPWquq3CWulXdzJjbDC7nPsDQNbnzo+lJrnjC9hhOYZJnJKf3B6V6H4Z0qPUfCscDoDKF8t8jqMbSPpxWR4B0qZLuS+ljCyTA4B7f5zXo8FkulQFLOMefLkRr23HufYdTRFaXNpu2h4FqnhG90wvO1pLLp5eSPzI1yQFYgN+GKq2Wv3OkqHllSaCMfKWOAMdD9eK+jdRbTNA0M3WoTJFZWMOHkcdQB+pJ7dya+dPFesWF4ja/PZw273RI0jTEUfImcG5mx1J/hHc89BymrbE+0O2f4o6TDpkd/e2xWSUlY7cY8xjjknP3Vz3/8A1Vt+CbOPVNOTVbV2QSyuzhVPllQcKADyR1Oe/XivJ/h34CuvGmqG/wBRLLpkDgOf4p36+Wv9T2+tfS2laSumWEVsihVXnavQew9gMD8Ka13FzFm0R1GHUf8AAaurhfoaFUBaRwOtMzGzMChqOP7pHqM0yR88UkbYUe3FOwFuP7tPUUyMYUZqQsqKWZgFAySTwKkBJNqoWYhVAySTwBXF2mvxyeLBMjf6M37gH1HY/nUfijxCbtGs7NsQHh3/AOent9K5aMlCDnpXPOrrZHZToe63Lqe0ClrM0W/Go6ZDcZ+cja/+8OtaVbHI1Z2FooooEFFFFAFe4kEFtLKeiIW/IVwum3N1a/NBcyKCclCdykn2P9K6zX5fJ0S6OcFl2fmcf1rkLX7ornrSaasdeHgnFtnTWuuRthbqPy2/vryv+IrXjdJFDxsrKe6nNcaemRUsE8lv80Tsh/2TRCu/tBPDreJ1retVblv3RHrxWSuvXEajzESUf98n/D9Kytd8VRx6XcqttKJnQomGBAZuAc/jW8akX1MHSmuhrrqVx/wjU1+oSOZI5JAzIXXapPzbRgn5RnA78V87/GrxJD4g8VWkdnMk1pa2UZSZOkhkAkJHpwV47YNfSumSJJptrhMfulBHpxXlnxo8FaLc6UfEJlFne2yxwmONVAnDOAuR2xk8/wCFWzM+bKK6PxjBY2Xie8tNPFr9lhIjja2mMquAB8xY9WPf0Oa5ypA9m/Z3s1l8XaleMObey2qfQs4H8hXt/irxvoPg62jl1e88t5QTFBGu6STHoB29zxXyVoHi3XPC6XK6LfNZm5AErIqliB05I461Q1TV9Q1m9a81K8mu7lgAZJnLHA7c9qdwPb9T/aQQSMukeHyV7SXc+D/3yoP865a6/aC8Zzn9ymmWw7eXblj/AOPMa8oq5Z6feahMIrO0nuZD/DDGXP6UgPRV+PXjdYthnsWb++bUZ/Q4/SsnUfi/461DIbXpYFPa2jSLH4qM/rWcnw78Xsm99AvIE67rlRCP/HyKgHg3VROInFtvzykVzFI4/wCAhqAIpPGnimZ90niPVnb1a8kP9a2dJ8QeKLwRrHY3mq/NyztcSlv/AB4qPyrpPCnwqe8vbaW4h8SqN6t5iafHbrHz97fLJz+CmvoHRPDcGhD5NQ1K8fGN95dFx+CjCj8BTAwfh3da9eaUf7Y0JdHWFtqRHcWlGPvDccqO3vXc9qbjg04dKYFdjhjUbPzinufmNQNzTAbI4JwaqTtuCt6UszFZME1VknAxnpiqAn1C8H2eGBDyRkiqkEYb55DhF5NVRI00uF5J6n0qaRmdRDH9wfePrQBa0y487XYnPAOQo/CusrhtPkMepwOvQOB/Su5qJbgFFFFSBHIM4qtK+wE9aTUrsWOnTXJTf5YztzjPNY0ut2dxCGSdFz/C5wRVRavYfK2rkk0xlkxnitOB9yL9KwIplk+dGVx6g5rUsJcqVJ6VbWgjTFKKap4p1QA6o3nhjljieWNZJPuKzAFvoO9P5r5z+PniO2utestLhtrqC+00ljOwCq6uARtIOe3t3pMDX8T/AB+ltH1HTdK0pEvYJnhjunmEkZ2sQWAAGc44rgbP41eNLISpLqEV9HIhUpdwqwXPcFcHP449q85opAfQPwu+I15e6Jqdlq87xwWVuGW5tojJNn947uc5z8q46YGBxzXu0cqyxJIjbkdQynHUEZFeIfs9aBatouoa1NHuna4NsmemzYpPHfkkfnXueRTAhmZkjLBS2BnA71yfibVbS/0+PSbeUyPeyKkiIPmjjBy+fTpiuyIqrcWUUp3BFEgOdwUZNMadjE0fTUSNZAoGOgArZitdrbyd0p7nsPQU62gEMYUDpXF/Frxd/wAIj4KuGgk26hfZtrbB5UkfM/4D9SKGwbuzxv4zePm8R6w2h6dKf7JsHKsVPE8w4Le4HIH4mvO9JsZ9b1m0sROkbzOsfmzuAsajuSegAH6VlVseHdFuPEWv2Wk23+suZQm7sq9WY+wGT+FSI+nvhpbQXNkLnT0KaFYA2mmArtNwQf3tyw9WbgegB9a9BIzXGeArtryK6GnKkfhqxC2GnAJhpzHkSS564J4H0JrtCaaAQ1XlfAqR2AFUZ5frVJARSSkBselFvIXkIb2NVplaZHQEqGUjIPOat3Fr/Z9mLl5GYIo8w4/XiqbsBeaeOGBpZXCxqMsx7Vxes63PqRMcW6O2HRe7e5/wpNR1k6i4iTK2yHgf3z6mqx2lc4rhrVrvlid9Chb3pbmZIp25PWqknymtOVcgjFUZE4xXOmdVjp/A+peXcyWUjfLKNyf7w6/pXe14zbXL2F7FPGcNGwYfhXr1ndR3tnFcxHKSqGFdlKV1Y8/Ew5ZX7lqiiitTmCiiigDnPF8mzR1Tn55lB/U/0rnICAoFdB4xz9gtsdPPGf8Avk1zUR6Vx1/jPQwy/dmiDkCnDpnvUUZyop5+71rNFtEE5AHFY9xbm8vbSEfxXC5+gyf6CtWZuDTNJi8zxBZDHGZG/JR/jWtJXkiZ6QZ2UEIijVRxwK4L4pWEVn4C1sWenyStcqZbicMSV+YHJJySM/wjAAyfr6MVw2KrajZLqGl3dk4BW4heIg/7Skf1rtZ5x8eeL9J0jR7rTo9Hv5btJ7GK4n80DMUjZO3jjpg/jXMV6x4+8N2sXw08KeI4YhHdLGun3e3+NlDAE+42MM+49K8nqQCrVpaXF3OEtraW4YclIkLHH4VVr6h+A0lnceAJPKtYI7qG5eCeVECvIOHXcRycByBn0oAwPh54DudU0WK9On6TpC73jIuLD7XcSYOCT5rEJz2216ZpHgex0ezW0ivb37PkloYZBBGxPXKoB/Ouht7aG1iMcCBFJLHHJJPUknkn3NTYO0AnJx19aYGVF4V0BME6TaSt13Tp5pH4vmtaKCK2jEcEaRIP4Y1Cj8hSrTmoAT+dR96kphHOaYBSigUUAVZjgmqwkG7GetT3Xy1lyS7GDdxzVIBL6XbMfYYrKmmUkgngdabe3yLMqNIvnSk7ELAE/Sn2sQd1LheOcUwJraNmXgbc/pUtwvlRbVGO1aEaYUYHA9K5zxDrdtpeUYiS4PIiB5/H0FJtJXY0m3ZGrp1s893GsQxtYMT6AV2Ncr4Gv31HQzcShRIZ3VtvTjGP511Paocrg1Z2FooopCMLxTJ5ehzf7ZVf1rzuQeYm0813PjSXZpkSf35f5CuHUZXNc1Z+8d2GXuGesc1tMZLeV4m/2GxW/o/iW4t7uKO9YPEx2tIRhh/jWZMgwaoiR47iN4/vqwK/UHiphUknozSdOMlqeyQzpIPlNTCoLfLQIXUK+BuA6A96sgV3M80B9a+b/j/H519oOoy2jWtzNBKkkb4LYV/lyR9f1r6RrlPHngXT/HGji1uj5NzEc290Fy0RJGeO4IGMVLA+MKK7XxB4UGleG5LmJd81jq1xp96/OQVx5Zx0CkBvxriqQH1B+z1KsvgC6jH3o79wfxVT/WvWcV8sfBnx2PCuvnTLw503U5ERmzjyZOgf6c4P4HtX1T1p3AaM0uaXFGKAGkhVLEgADJJ7V8g/FTxkfGPi+WWBydOtMwWg7MoPL/8AAjz9MV9EfFvxD/wjvw81GaN9tzdAWkGDg7n6kfRQx/CvjyhgFd94CtppDcQ2BzqGoL9kEiH5oY3IUgHszk4z2VXPcVwNfRHwS8K/ZjHezph4IhcPn/nrKv7sf8Biy3/bcelID2HRdKt9D0Wz0u1UCC1iWJcDrgdfxPNXmY9hSk1HISBwapAQzSuo+7VCWZmPSrbRvJ1fAqrPIiDy4/xarQEcKmS5jX1YCugZQylWAIIwQe9ZGlx77oueiL+praqJbgeb+IdIOk3wkhB+zSnKf7J7iqkLb1r0PVNPj1KwltnxlhlT/dbsa82VXtbiSCVdrxsVYGuKtCzuj0MPV5lZ7k0gx71UdRgnvVt2DCqspKsa5zrRnXC8cda7rwFqfn2cthI3zxHen+6ev6/zrh52PYVY0HUTpmsW9xnCBtrj/ZPBrajK0jDEQ5oHslFNUhlBByDyDTq7TywooooA5rxn/wAgy3/67j/0Fq5aFs811HjT/kEwf9dx/wCgtXLWwyoFcdf4z0ML8BoxcrUjdKbEPlp7jg1mjSRSlHy5q54ej3a5C2PuRSH88CqkvpWl4YXOqzt/ct1H4ljW1Fe8ZVn7jOpb74o5HTrQ/GDS12HAeLfEGy834d+LNJUZk0jVVu40HaKVg4P0AkYfga+cq+ufFunIviWPzeLDxFZSaPdHss2GaBvqcuv5V8oXlrLZ3UtvOu2WJ2Rh7gkH9QaTAq179+zfcsY/ENoSdoaCUex+cH+n5V4DXt/7O+twWur6rospUSXcaTwk/wARTO5fybP/AAE0gPog9KY1R3t5bafZzXl5PHBbQqXklkbCoB3JryLX/wBoHQ7KRotH0+41J14ErnyYz9MgsfyFUB7ItOPJxXzDqH7Qfiu5JFnbabZL22xGRvzY4/Sub1D4s+OdRTZLr88SnqLdVh/9BApXA+wcg9DUFzdW9nF5t1PFBH/elcIPzNfGsnxC8YzJsk8TaqVPb7U3+NYl3qV9fuXvLye4Y85lkLfzouB9g3XxI8GWblJvEmnhh1Cybv5A1Ub4r+DSStvqrXbj+G1tpJD+gr4+5rrfDngjXfEAX+zJ7UCQDKi6G78VXLfpRcD6Yt/Gun62+yysNYf1f7A20fU54/Gk1K8W1tpp5A21ELkY5IAzXlmmfA3XtNC3d14jjtWT5ttmrufpltv8jXaXFnDHplxbQqOYSrOBgyNtxuPbJ9qpbDSucDcajcardG8uD+8Y8AdEHYCui0nVdSjAC3kuO2Tu/nXLWq/vtnvXUWEWFFccpNPRnfGKaszYn1XUZISGvJun8Lbf5Vylx/rCTyT1J710cq4jPPaueuVwc1nzNvU0cUtkeo/DEn/hHZ+f+Xlv5Cu2ri/hvFt8MFiMF7hzn1GAK7SuuOyPOqfEwoooqiDkfHRxaWn/AF0P8q42M8YrqfH8pAsoh/tN/IVyMbjbzXJW+I9DD/wxtw2B1rODHzgR1BzVy5b5TVO3UyXKoOSTgVMdzWWx7PZSedaxScfOgbj3FWxVGzgNnBFbMcmNFXPrxV1TXoM8oeKWmg0uakDxPxJoq3Pjnxh4aZcpr+mpqFoNv/LxEO3ucH86+cmUqxVhgg4Ir6p+LBfQr/w34xiUn+y7wRXOO8MnX69D+deA/EXSY9H8d6rBbgfZZZPtNuV6GOQB1x9A2PwpAcopKsCDgjkGvs74deI/+Ep8DabqTNun8vyrj18xOD+fB/Gvi+vdf2evEaQX2oeHbiQL9oAuLZT3dRhwPfGD+BoA+hqWkzWB408SxeE/Ct/q8mC0MeIUP8ch4UfnTsB4V+0D4mTUfENnoNtMHi05S84B485ux9woH/fRrxird3dz395Nd3MhknmcySO3VmJyTVSkBveFdKj1jX4YLklbKINcXbj+GGMbn/QYHuRX1t4LspLTwvbyXMYju70teXCgfdaTkL/wFdqj2UV4N8M/Dfn6ZZiRf3uv3wt+nSzgIkmP0ZgifnX0u7cccDsKaQDt1QyP6U0yVGzjvVpANlkIUgd+9UW64qw53ZJqsaYGrpKYikf1OP8AP51p1U09NlnH6n5j+NW6ze4CVxfjLTNjpqcK9cJLj9D/AE/Ku0qtd20d5aS28oykilTUSjzKxdObhJM8vjfctRzc9KW5gksb6W0l+9GxX6+9NJ3VwSVnZnrxd1dFCYnOaqE4Jq7cr6Vnn7xpRZUloeteEdT/ALS0KLc2ZYP3T/h0P5V0NeW+BdTNlrf2ZziK6Gz6MPu/1H416lXfTlzRueRWhyTaFoooqzI5jxscaVD/ANdx/wCgtXM2QJArpPGzZ0+2T1mz+Sn/ABrCsY8RiuSv8R6GG/hlofKMGh3yOtLIMLVOSXB5NZI1auOf3rc8MW5jNxMc5lCEZ/u4OK563jfULyK0hPzSHBI7DufyruLSBbe6nRBhFCIo9gtdVBdTlxErLlLMg+WhegofkU1OmK6DkM/X9Hj17RbjTnkMTyANDMvWKVSGRx7hgDXy34m0ufUtM1TVZokj1HTNSkh1COPldshyrKehAfeMdgRX05/bpltry4gsrq4W2YxKEjKmaQHG1A2MjPBY4HXsM18keI9SuLrXdRuobGKwilmeOWOzdjGxySQWyQ3r6e1Jgc1WnoerXehazaarZPsuLWQSIT0OOx9j0rMopAdx4t+JviPxdatZ39xFHZlgxt7ePYrEcjJ6nHvXD0V1fgmyt9V8Q2lhJpD6jNNKFVDIyxgHu4XnaOvBFAHKV0tt4F8S3dsLldHuIrcjImucQIR6hpCoxX0ta/DO1NmttfS2qQqwcQ6bYx24Ujp85DOceuQa3LTwT4etJBL/AGVBPMORNeZuHz67pCxH4U7AfLFl4Eu7uXYt5bTODgxWKyXj/wDkJSv/AI8K6fTPgzrdwQw0u4kQ9De7bUD8nZv/AB2vp9FWNAiKFQcBVGAPwpKLAeO+Hfg7qOnssk7eHbcqcjFgbtwP96QgZ/4DXrdlb/Y7SK3BB8tApKoEDH12rwPwqyKQ0wKOojdayD1Brh9uVZfUEV3V7zC30ri9uJnX0JpjR5fEm3UnX0NdZYD5Qa5qceXrdwPSQj9a6SxOEFcU1qehAuTD5DXO3q4rpJOUxWBfpnp6VmtzRu6PWvA0Qi8IWHGCwZj75Y10neue8FMG8IacQc/uyP8Ax410Peu1bHmS+Ji0UUUyTzbx1MW1pY8nEcK/mSTXNhjt4rZ8VlpvEN2MHhlUfQKKxngkQE8j8K4ar949WgrQRWuH4qz4ai+1eILOLqDKufoDk/yrOuXYKSwrc+HpSTxPEX6hWK/XH/66qlqya2kWer3S7Ssg+hoRs1PKgeJlPcVRgc7Bu6jiu5ao8wtjmlzSI4YU/AoAxPFeiJ4j8L6jpEgH+lQMiE9n6qf++gK+X/iLfPq1t4YvprWWO6XTPslzK3R5YZGRh9RjJ9mFfXe2vFfHnhdJo/FmhrECbhB4g03A5Ei4S4UfXCnH+3SA+bq1NE1W50PWrPVbNsT2kyyp6HB6H2PQ+xrLPWikB906NqlvrWjWeqWjZt7uFZk9QCM4PuOn4V4p+0drbD+xtCjfgh7uVf8Ax1P/AGeuw+BGofbPhnbws+5rS4lhx6DO8f8AoRrxX42ak2ofFHUkJylokdsnsAoJ/wDHmamB53Vm2t5bq6htoF3SzOsaL6sTgD86rV1fgTQL3xH4ptILKRYfs7C6muG6QxoQS38sD1pAfQng7RI7LxdNbRDNr4e0yHTImxw07/vJmHuflz9a79wSMiuc8AK83gyy1Cfm51EvfTMRgs0jFh/47tH0ArpSDVoCuc0wjNWCvqKbtB74+tVcCrIMJVY8mrlztBA3ZqqgzKB/tCgDoYhthQeiipKQcDFLWQBRRRQBwfjuw8uaDUUHDfu5D79j+Wfyrl4nz0NemeJII7jw9erJjCxFwT2I5FeU2xYuOuK48RGzuelhJ3jbsT3HIIrNdfmPFbEkWUJ9BnpWbIo31zpnX0GQSvbzRzocNG4YEeoOa9vglEsEco6OoYfiM14e4+U8V7VpoI0y1B6iJAf++RXZh3ozz8YtmXaKKK6DiOX8ZRlra1fsJsfmP/rVlWigKK2/F7KumQk9fPXH5GsW1YFBXJW+M7qD/dkk/wBw1iXmcYHUmtmbkH0rHvBtbI9azsbJl7wjmPxCFbndA+PzFd0VAuHI7gGuG0RgniGzfoG3IfxU13ZP+kEf7Irro/CcWI+MG6VEpwam7VCRzWxgZviHTrnV9FuLC2uFtzOpR2IPK4PHHYnGfbNZ994E8Pan4ctNCvtPR7O1UCJVYxlGC43Arjn610YpQKAOK074ReB9NiKLocNwzR7Ge5dpSffk4B9wBVX/AIU14HWzurZNJYGckiUzsXiyONhJ4x759816DR2zQB5vY/BTwZaWlvFPYy3csLFmmlmYGUnswUgY9hXY2nhvRbOCG3tNMtYIInEixRRhV3A5DEDqQecmtNuTinp1oAUgkqQ2MHJGOo9KfR3oPTmgBtNPSnU1ulAADQelNBpc0AVL3/VGuPkGLt/fmuuvj+6NcrOP34PtVIaPNdVUJrtwQOsh/nWzYyDYPp3rH1zK+IrxB08zP5gGrVpNsQZrinud8NkbhkwtZtzGWzgVZti1wTgcVcls1WLpzWTNUdr8PLjzvCsMfeCR4z+ef611tedfDm7EN7qGnN/EBMn8j/SvRa64O8UedVVpsKKKKszPMfESk+Krv/eX/wBBFAhVosEA1N4lQx+KJj/eCt+mP6UsOClebW+Nnr0f4aMi7sIih+QCqGkN/ZWu21ypwqSAt9O/6V0NwgKnFYc8XzkinSdmOolJWPZifkJHpWcASSMY9aZot0brQrWbPzGIAn3HH9KubQ67hXpxZ5DVnYjCsnI5FTJLng9aah4waUoDTYibNcZ8QYvsdjYeJEj3tpFx5k6gZ32rjZMv02nd/wABrrlyp56U2eCK6tpbeZBJDKhR0PRlIwR+VS0B8VeL9HXQvFup6dHzDFOTCw6NG3zIR9VIrn69N8a+F511a/sn8xr3SLE4bH+ugiZQrf8Afl0OfWNhXmVID279nfWPI1zU9IebCXEAnjjI6uhwT/3yayvj5oken+OotQhwF1G2WRwP76/KT+IC/jmuH8F68fDPjDTNXydlvODKB3jPDfoTXUfGvxJD4h8eyLaSLJaWMCW8bqchz95j+bY/4DQB5tXo3gmU6f8AD/xlqFtKo1CWO3sIAAC2JXwwH1XcPwrzmtFNTu47BLOOYxwpL5wCYUl+zEjkkdvSgD7Y0mwXS9FsNOXG21to4Bj/AGVC/wBKsEYrifhrr2raj4Z0uDVNNeLGnRyRXZk3CdQxTkYyDgKe+d2a7erQDCDUT1L9046imMy9xTQFGXl6LZd11EP9oUshG4460+wGb2P8TTewG7RRRWQCUUVl61qqaRp7ztgyH5Y1/vNQ3YaTbsjA8YaqP+QZA2WbBmI7Dsv9a521tQAOKhiMlzcNNKxZ3O4k9zWtGoC159afMz1qFP2cbFe4QGIg1h3Khelbt02Ac1z1yWmnEaAszHAA71lFXZtJ2Vy1oWlyaxq8MGD5SnfI3oo6/wCFewgBVAHQVheGNDGj6eA4H2iXDSn09F/Ct7tXo04cqPIr1OeXkOooorQxOV8b5GnWxB4FwMj/AICaxrCTMY5rf8aReZoRfH+rlVv6f1rldMl+UDvXLW+I7sPrCxpynis27XcDWhI2VqlMODWPU3S0E0mTOq6eO/nAGu/kOLvHqteeaXhdbs89BOv867+V/wDTR+VdlDY4sR8RZqJhzUgOaRgTWxzjKUGkxSEY5oAf1pc+lNHSnUAM53U9RzQaaDgnmgCUUdqaDxS0AJ3prU49aaaAI+9LmkNJnAzTsBVvTlCPauXn/wBaPpXSXjExv+Vc5IMyj60wPONcwfFN3/vD/wBBFW7dEZOR+dUdY58QXjg8iUj8sCrdu29cDrXHPdnoQ0SNjTtuGwPpWnKAY8Y7Vm6cmxQOuetab8RGs2WrtlbwzN9k8aWp7Tboj+I4/lXrleKwTG28R6dMD925Tp7nH9a9p7VvRd4nJiVaQtFFFanOcL4zh8rVbS5A4kjKH6g//XqjAfkFdH4ztTNonnqPmt3D/h0P865eykyg5rhrxtO56eGlenbsTTLxWZPFya1n+YHFUZ1+U1nHc1lsdN4Qut2jPb5+aKUj8DyP610MJxlfxrnfCcAGkyuo+dpjn8AK3P3iEN2r04fCjyqnxstlQTQBikVsgEU6mQFGaKSgDgvH3h+YarpXi3TbJru6sGNve2sa7mubSTKuoHcruJA9z6Cvnnx14HvvC/jSXR4LeaeKdjJY+WhYyxnoAB1I6H6V9iVzfizwtB4nsrcGZrXULKZbiyvEXLQSAgg47g45FKwHxURg4PWkr074m6LpO228S6biM6m7+fDH/qklV2R2Q9SrMrEe3PfFeY0gCpoQhmjEhIQsNxHpnmoa9Y+EvgbTdc8S3dl4l0+43RWq3MEMm+IOCep4GQQRQB9IW2l6fZXAuLa1ijl8hLcSKOfKT7qj2FWyaVkVUCqAFUYAHYU0HIq0Axj7VEz4GCKslgBVeRge1NAVJiM8DFTaaM3nH900yRMRs549Km0tT57t2C4oewGtRRRWYETsqIXYgKoySewrzLXdUfWtVLIT9nj+WIe3r+Nb/jLW/Kj/ALNt2/eOMykHoOw/GuVsoeQa5687e6jtwtL7bL1pDtXpVtzhePSmp8qelQzy7VOa4md6KOoT7Yzk/rWt4H0f7RcNqlwuUjO2EHu3c/hWDa2k2taxHZw5wzZZuyr3Nes2dpFY2kVtCu2ONQoFdWHp/aZx4urZciLNFFFdZ54UUUUAZeu2/wBq0W8iAyfLLD6jkfyrzuxfHPavVJF3xsvqCK8qtk2SPEeCjEfkcVz11szswr3Rrg5XrUEvenx8JimSdDXMdaKPmtbzLMg+aM7h9RzXa6ddG8sLa7PWRBIfx5NcTMvX3BFdP4TlEugWYznamz8q68O9zkxK2Z1CHKg0pODUUB+THpUpGRXQcYYppWhT2p9AEIJBwacDmnEA0gGKAEbpTN3zU56gydxpoCyDmnZqJTxUgNIBTTTS0hNAEZpjHAp5qM8mmgKF8dls571hAbpB7c1s6id0RUeorKwI1kYn7q0AeU6hIX1e5fPWZj+pq7aHJAziqOoxmG/lU9QxzVuxOWUVxS3PRjsdNYj5BV2T7lVbEAKKszHCms2aI57UH8u5jk5+SRW49iDXuKNujVvUA14RqhLyqg6s2APrXu0QxCgPZR/Kt6GzOXF7olooorc5CtdW6XNrLBIPkkUqfxrzS3je1uJbaXh4nKH8DXqfauD8V2n2PVo71RiO5XDezj/638jWFeN437HVhJ2ly9yJcFap3K4Bq1Ad6A1HJC8rhFGWY4A9TXKjtZv+EN39nShgQplJU+vHNdBjkiqllbLp9nBbjkIuGPqe/wCtXsAivSirRSPKnLmk2iJPlfb2PSpSKYynHuOlSIdy0yRBS0h4ooAM0o60lGaAPDPi54Zl1nw7Bq+kWSWdjZrPLcJIhRnw5VcL7kuw9mzXlusfDDxbokVvLcaPPLHcKrK1sPNCk/wtt6GvsC6t4buFobiNZI2BBVu4IIP6E1KiiNFReFUAD6ClYD588L/AO4uLCy1DV9Qeyvd4kaz+zrIFAOQGO4ckdRX0DuGeg/KndKQ80wGkgikwBxSlc0m0igBCVA5FRtIijOBSzKdmaqMrP3wKpICK4mMpx2FW9JHzTfhVN0w2Ku6Wf9cPQiiWwGlWXrWqxaRpsly+C3SNf7zdqvySJFG0kjBUUZZj0AryjxHrj65qmIyRaxHbGvr7/jWM5cquaUqfPKxWSSW+upLiZi7uxZifWtmGJUQe9U7G3CqCRV5mxz6VwSd2erFW0Fkk2jFZN7cFsRpksTgAdzT726CggHmuj8KeHWUpqd8n7w8wxsPuj+8ff0op03Niq1VTjc1PCuhf2TZebMv+lzAGT/ZHZa6Silr0EklZHkSk5O7CiiimIKKKKAE7V5hqMZtvEF5H2EpI/Hn+ten15/4utzBr8dwB8s0YP4jisayvE6MM7TsRR8/SmyDBxS253Rj2FLIuRXId63KMw6VpfD+fzdHK5+5PIv8A48azrjgLx3qb4bNm1vk/uXcg/WurDbs5sT8J38fDH3qaoR61IDXSzhEYYORTgcig80wfKcdqAJM0lHamn60AI1QH71TGoD96mgJl6U8Go06VJSAWkPSlpDQBG1Rt0JqRqjPemBk3DE5+tUb2PyrE5+85xWr5Q8wliOtZWsyZlSMHgDNUB5l4ihMV+W7OAR+HFR6efmWtbxTBiKKTuGI/A1iWDYkFcdVWZ30ndI7Cz5QetS3BxGaisyTGDTb1yIz9KwZujBk/fazax5HzToPzYV72BgV4Lp6mfxDp47tcx/8AoQr3vtXRR2OPFfEhaKKK2OUSsfX9O/tLSZo1H71RvjP+0P8AOK2KKTV1Zji2ndHm2mvvi5yDW5pFmZr4TFflj5z71Uh01o/EN5aJwm/ePZTz/WustYkhjCoAFHSsKVJ3u+h2VaytZdRTggg09WxwaRkGaMY6V1nES4zUZzG2ex60qt2NPxkUgFBBFGKiGUPHSpQc80rAJRS8UhNABRmm80m0+tMB+RScUzB9aXbmgB/FISBRjFQSPzgGgBJ3LDavU1WdSqkZqfGOajZSVLEYAqkBWVcnNXNL+7Mf9qqyDEDHv61ha7rsmi6O6wAie4bar/3Rjk/WlJ6Dim3ZGf458S7mbSbN/lB/fsD1P93/ABrl9OhLsGNZcZaecliSScmumsIgiAmuGpK56VKCirF+MbEAqreXQjXrUlzMIowc9av+G/Dp1aUX9+p+yqf3cZ/5aH1Pt/OsowcnZGk5qC5mL4Y8NtfyLqN+n7kHMUbD759T7fzr0PoKaAFAAGAOABTjXdCCirI8ypUdSV2LRRRVGYUUUUAFFFFABXK+NbQy6bDdKOYJOT/snj+eK6mqWpWovdNuLY/8tIyo+vb9amSumioS5ZJnAWT/ACDnirbjisuxcrlXBBU4I9DWpkFRXCepcz7oEdqk+Hi+Xc6zF/dvCfzANOu1zGPaoPBsvkeLtTtjwJ4o5198fKf6Vvh371jHEr3LnoueKXPFLgEU3Fdh544OO9KeeaZszQCRwaAHZFJ+NFFIBGNRgDNPNM4z70wHin96avWnUmAtIaUUhHvQAxqrtnJqdvrULZqgIfL5yegrn7477uRuwOBWzeXBjTaDyaxpfnZie9MEc14mg36axA5U5rj7RsSLXqsWnR6jMbSVQRLDIAD644P515TEpjuGjbhlYg/hXNWWp10H0OvsXPlCi/bMRHeoLBiYwMe1WbiLKkmuRnYkZnh2MSeLdKjbp9oBP6n+le6dq8Q8J4k8cafnnEhP/jpr2/tXVR+E4MT8YUUUVqc4UUUUAZ7WoTU5LnjMkSp+RP8AiKlj4OKWRszcdBxSjrmqWiC9xzUnFO601hjpQAjDHNKH9aUHIpdooAMg0DFJ5YPTijaR3oAdmjGaQGloANtBFLmikAmPal6UEgc1G0go3ASV+oHWo1jA5NJuJPyjrTwhP3jxVAJ14HQVBO5PyKKmdsDatNiiH3zTQFedfKtQvc1xvjWHfpMLgcrKB+YNdfevucKOgrA8Txb9BkP91lb9amfwMun8aOCsrbDA81to/loOeKz7U7frWvp2mTa1dCCL5Il5lkx90f4159m3ZHqXUVdlrRtFbXrxZJAy2UR+dv75/uj+teiRxpFGscahUUYCgYAFQ2dnDYWsdvAm2OMYA/qferQ5rrhBRVjzatR1HfoOoooqzIKKKKACiiigAooooAKKKKAPN9Yt/sev3UeMLI3mr9G5/nmnxt8o961fGlvh7S8A5BMbfzH9axYSWTrXFUVps9KjLmgh06gxN64rIspfsfjPSp+izB7dj9fmH65rYcgriuf1ndDHFdLw1tMk4/4Cef0Jp0naaHUV4NHranilqtDOsltHKDw6hh+IqQTDoeK77HmEtNbFN3g00j3osA/OaB9KaKUcGgAOKj4z1p5BNN2mmA5akqNcinZpAOzTSwoJ4xSYoAbnOeKhncRoWNTsQBWVqU3ybc9aaAz55TK5P5U2OIucmnwwl+TVh8Qwk0wG6T/yMEYzwsbAflXmniWy/s/xlfw7dqtMXUezcj+degWU3lapDN2Eqgn68f1rn/idZeTr9jfKMCaLYx91P+BH5VjWWhtRdpGfp4+XFaFwv7k/SqGmjctX7k/ujx2rhZ6RQ8BoX8cW+RnakjfTivZ68h+HEe/xjO5z+7gbH4kV69XXT+E83EfGLRRRWhiFITgE+lLUNw2IiPWhAV0+Zix6mpccVDGanHSrYIVTSkZFNI5pQaQDSCOlKGPen0hXNABk0ZNIDjrTqAE5o7UtFACc0bqWm4FAAee9N2qe1B46UmCaAHAAUE4FHQVGRuPPSgBBgn1p8hCRE05VCiqty+75RT3ApPl3JNUNcj3aLcgjP7s1p7QpqjrKs+mTqoJYxkAeppy2ZUfiRwem2FxqN6lrbpmRjyeyj1PtXqek6XDpdittFzjlnPVm9aqeHdEj0ayAZQbqQAyv7+g9hW4K56cOXV7mtetzuy2FooorQwCiiigAooooAKKKKACiiigAooooAxvEVr9q0O5UDLIPMX6jn/GuJtm+Uc9q9KdFdGRhlSMEe1ecNCbeVozy0blD+BrnrrZnZhZaNEzjAzWfqFss0Dxt911Kn6GtHO5feq8wHlnNYeZ1pHReEr5b3QoIpMefAvlOPdeM1uGIGuL8MrGuoyxFyryfMMHriu0UMvDHcPWvRhLmimeXUjyyaGGHFAQ+tTA+tIVz0qrmYwDAo5oIIpNxHUUBcXdxShhTN9ODLQFx2eaXtTQy0m8UDuPzSFsCmFxUbzKo60WFcSWQAVlXQ8ydBirMkmfmPTtVOSbnI60wJshFAGBVW4BkwM8Um53J604QO2M8UwM+8IhhG3qHDce3NT/Eq2+0+Hba7UZMEytn2YY/nio9RQB0TqTWvrdqdR8BzR43P9lDj6qAf6VnU1NIOzTPP9KPyDFX7sgREnpWfpJDIh7FRV6+P7k5rz2eqix8MIs63qk392MJ/wCPf/Wr1KvOvhYuV1eT1mQfoa9Frsh8KPMrO82FFFFUZBVaX5lYn0qzVWVgp8vI3EZAzyRTQEcQ4qWkjACin7c1TAKbTgpoIPpSAKA1IKCKAHZBoxTMUZPegB+KTBoBozQAYNLxSZFFAC8UhpPxoPSgAxmjAFJk00570AEj4HFV2Hyk1KRk018YqkBWIy2BUVwF3qGGRkZH41ZUZkzVW5OZGxVAb9FRQOJII3ByGUGpaxAKKKKACiiigAooooAKKKKACiiigAooooAaBwK4XWIha65OpGElAlX8ev6g13dcx4ttA9tDdgfNG2xseh/+v/Os6ivE2oStP1MAsNuB0qCZgUz+lShcR9enWmNDuGa42enGxj3zSQhZkZ0eNwwZGwQR716BpOqSXEMQnU5dQVc9/r71x88aSIVkUlehq5FqF/baX9ltkt5gB+7aYNkfXBGa6KFVRVpHNiKLnZxO6OcZwaUGsrw/qct9ZKtyqpdIPnVTkfUe1bOB6V1JpnBKLi7MZwaYRipdopNgNO4iBsdxTcBjgGrBi9zTfKI6Yp3EReWR3zRt2jJNSEMo+6TVaXzXO0KwFAiN5CSQMVCzH1qT7PJjAQ0fY3PHA4pgUJWaRtq81JHZHALVfisxGOxPXNPK4/CncZV8pIkJxzUe4BC2Ke6vI20YAzjrVe+3LGEDgA9aQGVM/n3TOeign8hXXWcIl0OCFhgPbhSPqtcukCpBO+M4TGT7mur0vzP7Mt/M+9sH5dv0qZFdDyjTIjFI0X/PMlfyOKm1dtlszE9sVPbMh1K/IAUCd/w5NZ+suGjbngVwS3PWhqrnRfCh91pqg7+ahz+Br0avMvhUr+ZqhB/djYD9ef6V6bXVH4UeZV+NhRRRVGYV534vurp/EEXl70t4I8LNG2CHzyPbtXfuSEYggHBwTXmd9JNJctJHM5Ysd2MN+DKfvD3HNb4de9cyq7WLdt4j1e3XInguUB4WYc4/3hz+ea0YvH9nEQNSs57X1dP3ifpz+lcvNLboPmitQ+MkktGevpVIyWkshR4V28/MLmul06cuhkpTieoad4j0XVVLWWpW0pHVd4DD6g8itbhhkcj1FeKXItmgFrAkUaLJvwuGye5JPU/yq7avcQxbLO8urbC4XZMePTg8Vl9WvqmX7dLc9eGKMD0rySLxB4ltwAurs5HB86NWzUsfj7xJbkB4rG5HPVCmfyNS8LU6DVeB6sVHpTdorzaP4pXcKsbvQ1JXvFcYz9Nwq/Y/FTR7qFpZLK/iVCA7CMOF+uDn9Kh0ai3RaqRfU7nbRtrm4fiB4XmiWT+1Y41Y7R5qOnPpyK1YNf0i5/1OqWb+wnXP86jlkuhV0XthpNre9CTRSf6uRG+jA1KOfekMh2mndqkxSUXAjpjN6Cp8VGetAEYDHsaayk9BU1Icden1p3Ah8sjkmqciAMfrTrzVrCzUme7iUAZIDZP5DmubuPGVjIZFs45Jiv8AE42r/jVapXYLV8q3Ot0lmbTYt4wQWH5E1oVm6HcteaLZ3DgBpIgxCjjmtI1kD3FooooAKKKKACiiigAooooAKz7vWdL06eGG+1K0tZpziKOedUaQ/wCyCefwr5Q/4Xb8Q/8AoYf/ACSt/wD43VJfix42XULi/GtD7VcRLDJKbSAkopYhR8nAy7dPWgD7A1G+t9K0261C5fZb20TTSt6Koyf0FZMeu3lppF3qeuaaun21vbtcbUn85wgGSHG0AN7At9a+WL74ueOdSsJrG71vzLaZNkifZIF3L6ZCA1Uk+JHiqSG+iOoQqt/n7UY7GBDMScksVQEn3/CgD6307VL2ZG/tawjsZfK89YY7gzvs77gFHzDoQu4e/IzkajrdxqfhbU7yPTjawxTbIn1Jntt8QCkzEGMsgyWABXJC54zx81t8XvHbXsV4ddzcRRPCj/ZIOEYqWGNmDkovPXj61WuPif4xu7O+tJtZZoL9i1yot4hvJAB5C5HCjpihq407O573bXFyYbue7Fi0Vqyo32Gaa5feRnbtMK5OCDgZPI45p0l/PbaHFf3OmXENxcMFgsn+WVi8pjiBBxtLfKcHpu56V8+WvxF8V2VqLa31XZEHaTb9niPzMcsSSuSf6YHSlHxG8WLFbRf2sSltKJoQYIjtcOXB+7z8xJ5rF0k2dCxDR9CytPbWk0l7FD5kJAkjs3e4Iz0GAgYk89FxwcE4NLYm6awhuLqzltJJlZlgmBDqm9gpYEDBIAbHbOK+fU+Jni9J5p11fEkyorn7NFyELFeNmBje31zz0FJF8S/F8MCQpq5EabtoNvEcZYseSvqxqXRKWK1Vz6M+0ywuCrsvGCVOD+dTNd6uIy9nrMoOMhZ0SRf5A/rXza3xM8Xv97V8/wDbtF/8RSD4k+LgpUaucHqPs8X/AMTTUJrZg61N7o9Kk+OXiTSdUurC/wBO0688hyu9N0WR+BNbdl+0Lpb7Rf6FeQnu0MqyD8jg189XepXl9cyXNzNvlkOWbaBk/QCoPPk/vfoK3TdtTlla+h9YWXxr8EXhCvqM1qT/AM/NuygfiM10tn4z8M6iga017TZAeg+0Kp/JiDXxV58n979BTTIx64/IU7iPu6OWK4XdDIkqnvGwYfpQY2z91/yNfC0d5cwnMc8iH/ZYirH9t6qBj+07zH/XZv8AGncWp9veW33nBUe9Rme3TLNLEo/2nAr4fk1C9mJMl3O+f70hNSKzsoJdzkf3jTuB9rvqmmwL+91CzQ/7dwg/maqSa1peM/2nYAE8f6VH/wDFV8Z/XJ+tISGGCoxRcD7CfxFolqhaXWtNXGf+XuP/ABrktV+KXg+xdi+q/a5B/wAs7SMv+vAr5oKIf/1Um0D1o5gPXPEPxsubq0mtdD0/7KJMf6ROweQD2UcD8a9z8G3zz+AtGvLhzJJ9gjeViSSWCc5J75Br4zjiaWRYolJeQhVA5JJ4Ar641u7/ALK0LTvD8LEzG3RHOMERqAPwyRj8DUSl1LjFydkc7aK7QzTnrPIZMn3OaoauA1pu5AB5rbkISEcDgdKx9WHmW20YFcb3PWjtY6j4VQbNIvp+P3k4Xp6D/wCvXoIrgPhfMDp2oW//ADznDfmP/rV34rqjsjy6vxsKKKKozKOqTfZ9Onk7hcfnxXm15JCk7OwYE9fSu48U3Ah09E3YMj/ngZrhGEcpKvjn17124ZaXOas9bEfyTgIJ3x0IY1XfSw2WQAn1GKm+ytG5K8jsp/xqJJQh2MBx1zXUvIw9RiRvBn90CO5HWrMbwuMF9hI6MMVE/CqQcgjpTJGRlCsOMevSmInltzgHaGX1GKoPbFg231JqciWI5jclMdM44qQ3W1CJMHdxyMH1qkJmWZEijkE0XmJx35BpLKJBbz3UShXD4jwPlcDqCD2qWYpFHIGAIY/xDIFXfDpWLSX2bsyFnO5Nw4PPGeelEnYcTntSji+2WcKW3yDfN5UuGwD8uOO2V4qzDpyXUmWtUiQdSBgU6JjJ4suhuEYhjSLK8YO1GP6sa1yhyyAk/Woha1xzvexnJo8UbMYZSmP4gcc1eSDUFRRDqd2mB0Fw3+NTGECPJPPoKQeYWJ424ptJgmwS71eBhs1m/PPeUt/OrEOueJnnCRarMEHVnRG/pUEbuQWKdB+OKmgfaAdhQHgc1Dpx7DU5dzUm8TazBgNep83QmIZrH1Xxh4haVV0/VYxIV+aDyk357EZ659Klu0S5iBA5FYD27KWXcGjJzg/l/Ko9lF6pFqo9mzpz4g1CW1DveyggAOWOzBxye1QvdRzoH89p0I5ZnJrBj37mCs5U9VI3DO4dj2C5rUikMabYYoinfFj1/D1pcqiVdyKOq3Rhsn+yAyFiCojXcSPQAc1FDJPGjC4i8qSVAyo33wM9/Q+3tWg737oFSOSCLq28rCo/75+asOe4iOqxxRH5nBUkAhSQB0zz3rGs7U2b4aN6sT2bwnkeFtN3dTAp/OtysbwwV/4RywCljthCnd1yODWzXGtjWfxMWiiimSFFFFABRRRQAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFWkb5F+lVasLnYPpTQDt1JuJoAp3FMBKKXIpD0oA1fC8LXPi3R4VGS99CMf8DFfSN9Ib/wAV6jOxOIpPIQegQYP65P414R8Ko/O+JugLgEC4JIPsrHNe4NIV1DVZW6m7l6f7xrGpsdGGV5MW5OVbvis275jI68VaWYSEiq959ziuZ6noWsbfwxk2XmqQcZIR/wCY/rXpVeUfDt/K8U3C5/1tuePoQa9Wrqh8KPMrq02LRRRVmRx3jbcJLNsnaA/H5VyJ2+eVc7SOg9a7jxdDLPaWwhj3sGJPIHGPeuOk0u8k4aHP1Yf4130JLkVzlqp8xF5jwlcDeh6q39KTzLa5GN21yej1ONP1FV2iHIXsWX/GkbR7l1VXtmX3V1/xrbmj3MuV9ircWrxsSq5HYjHpVVwSTv449K0xpmpQMEjTKnopcEfqabcadeTRYMAD9Mhh/jVKce4nF9jO3tuIGGBA6etBlygDYK9fmHtVr+yL3dkW56f31/xqvPpGoOhXyDxj+Nf8afNHuLll2HBY5LKTCZ3Z4IzjipNFty+mMrBiUaQLk4I46iiLTdSSICMFCexKkdPrV3R7C7jW5Bh2gsc4YYBOegz9KiUl3KjF9jkTHK2u6q8QyVu5AeOwSEf1rb2Op6kcA9KdY6RfxeJ9RJtv3UkxcHevdY+2fY1p3+m3KylkhOSP7w4/WiE0klcc4tu5RaQiFsPnB4x2pB5oRMPknrxTxpeoCIhojs6j5lz1+tTJp96qbvKYkdty/wCNXzR7kcsuwxFdnHyjGMcipAxyqlQRj+E1PHaXPkgeQ2M8neM/zq1HpfmbVELqR1G4Y/nUOUe5SizMleNIwMH881QmWMgEg5wTzXSNoe8AFGAHQZH+NRvoCsOYjx7j/GkpxXUfLI50QqcFVAUDqBUonMMRQSEH+8TWz/wi7k/ugcnsxGB+tVz4Tu5JNzFSP96hzi+ocsuxlrCLjCeeSTy309Ks22lwz6jHaXqFbOdg0dyhG+CUDH4qRj8q0V8LTwfxn6AirVloN3LqNvbyYWIvvLbgTgcmsqjhKLTZpT5oyTR22lacNM06K080yCPPzkYJ5zWhSAYAA7UtcB1Ntu7FooooAKKKKACiiigAooooA//Z", "path": "000530.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000531
Men Tshirts
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"path": "000531.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000532
Men Tshirts
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", "path": "000532.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000533
Men Tshirts
{ "bytes": 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", "path": "000533.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000534
Men Tshirts
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dbDj/AI9rkfWKtUyTNySAR6U0l2XmTBPXNNTg/shaRi/2ywYgWU7f8Bph1N2/5h8/4rW8oyOZDTwPlxuJp+0ivsis+5zR1KYfdsZeueVqddXdP+XK4/Ba3/Lz/ER9KQwb8fvHH0NHtV2DlZgSaszt/wAeV1n02VZWY2sC3VxazHP3IQuWJ9T6VqiERlXLM2GHWkvIZpNSZzK4jBJ61opwtczkm3uYj6s80297K7U47LT49aaNcmxujj/YrfQtjlyfrUu9B1DMfoazdWD3RagzCXxGhXmwuw3oEzUZ8UqX2rY3OcZ+72rVnKiQSKrgqc8bqLv/AEiNZoVUODtbI/hP/wBerTpWvYn95exmL4nlOf8AiXXIAP8AcpT4oKdLC6Y+m3FairIi4FPZZGTHXPao9pTvsXKMkjKXxLeP9zRpz+NRya3qTtkaLKPq1aDxXKttWLA9waBBO3Vfyp+1guglCXczBq2pFh/xJ5fwenvq2oAcaTMPqwrTFtNjGDVhEkRcFB+FL28OxXK+5gLreqxn5NKfFOOv6kY8jS5i/b0reCOT9w1IIuOVxQq8Owcr7nLtrmrkf8gx/wAq7b4XXt5d+ME87T3gj+zSfOT/ALtU1EUagbWH+7XTeBNv/CUJt3/6l85/Ct6NSHMrLqcuKjJUncpfEWFpPF7t0HkR/wBa5MREHqK7L4gyKviyQEBv3Ef/ALNXKCZc/wCrWssQ/wB4zXBfwURfZ9/BIxUTQYbapGKteen91RQZ0B5RawuzqKy2rn+NacbTyxkstSm5Qc7BTWuw3RBTTkBWe1SQ5yfwqheqYvlUc1qmV8FlQY96yr9pC25kYD1rWDFPYfaRkj52K/jWjEiEgb81l2ZjlH3icVooFDbs4+lKS1JjsWGVV+Xc34VKrr5eM1V3gHljTTKD0NRyiZbC4UkBmFROM9N4/GoROU6OaT7W+7nkUWsIkaNiuA7Cmi3kP3Tmka9x/BTkv9rJ8mOapbibLcYaHHmKVIqK4uHZ8ryfWn312/2xvl9P5VEJdx+7inJ2FGN9SISyeuKhYsTnOatkoDnZk0jPEE/1XPqDip5jdMrxBwfuj8asK8iLj5aBcIAP3dRPdANny80m7hYsI5JDEflUxkHTYaqxTjG4JipFnLE4GKliJc7qUCMdSaqMZQ2BTHS43HkfhQNF8yqOn3aBIp+7VDfKi4YA0LM5bGzH0pWAvnmgREnmqyTsGwUap0lzn5WGKTQFgLtFeofDZg2gz4/5+G/9BWvKxOvo3416l8MtreH7gqMf6U3/AKCtdeB/iHmZl/C+YvxH+XQoeCf9IXp/utXlrOytu6ivUviQD/YcGDj/AEhf/QWry8QlV5bNVjPjDLf4QRgO3XKmkkAU8Cmk7AegPtUZkc/xVxnpMdvAPO6kNzt6GonMhbOVxUDcSYx19KLICybtt2B1pRdSdyPwquI3B7D607y8fxqPpQIkN4R7inC7DKo3c9aqCErnaxINQyo4+VRSQy67k5YMtR+fzziqgW5UAqmQOCMdad+/C5ZUH1qhEjM275c/hT45W3AMOKgV5i2AEqdFmz822ggsGSrEEBdd8h2J29TUNoju+fl49atN83385/SpnOxpCNxTFa5UlpjtOetDS2l027zHhd2+64yPzoWIspxgH1NZruwiL5+boB+NEJXRM4a6FueOa3b/AFJePtIhyKqG/kD7Fhf61Zsb6Szk3qdyt9+M9DVq+t1VUu7Z90E3I4+6e4ptCVymJJHi+ccnoKijaSGTevI7j1qRmfHB2n3oijmlYbmGPwoSGTuyyxbo1I9R71XBm3BWVl9DVhoFRdqyZ5zwabNFII/9Zj60C1YmW/56t+JoAmP3WyPrUOJMj5+PpUhYFQoLDPXFPcLFSLWbV7s2hnzPnAGeM/WtIM4UkjNZw0mxW7E4gUSLzuC960OT3xTnyfZBX6jhIfpQ7b+cnPameVkjk8077MA+d7Y9KhblCAhjhm2n+ddX4F2jxPHj/ni/9K5ORSjZHaum8Akt4rjz/wA8X/pW2Hf7xepz43+CzO+Ji7vGEo25zBH/AFrkgH2BdvSuo+KOq2th4zkjldd32eM4P/Aq49Nds3XO5RXRXpSc2ycJVgqSTfQsZZDnZQS7nJXiohrNn/fSg6zZj/lpHWfs5djoVWHcmAJ6rUNwkg4iyGo/tm2PQqaBrFoT8zLSVKfYPbQ7leW4vba1aTcHKj7oqsl7Nq1k5jUgr2NaEmq2BQ/Oq/U1FHq2n+XtE8Yz6Ctop2+HUxnNN76FexsnTBZsH0FayISuMZqpHqNiFz56VKNZ08dZk/Os5Qk+haq00tyUo2elKVA6ioTrNgRhZl/OkOrWB6yqfxqfZz7A60C0qp/dpdi91FUzqtiFz5wH41c0+eG7JaNgwX0qZQkldk+0i9i7DYxjDyqpT0HWpiIARstowB2PNPC44p32dyKx5+xe6uQi8tpJP9Kt+SeXTqKebQTo8tntlRTyP4hWS68NnrnrUtndyWtwrxna38xV7kJ2JwflyVWo3G8YwKuas8CiO8i4im6gfwt6VmG/gXq1HI+hpGa6k6x4XkCpUjQ9VFUW1O3xjdQmpQj3p+zn2K9pE0RCn90U9kTZ93FZp1aMdOPqaYdahHWRB9TU+ym+gvaQRonI6BT9aaX+boB9KzxrNv8AxPH+Bpv9r2Rbe00e0dRuqlSn2H7aHcuvIgY/JmgSRZyEx9aqnWdMPSaIfjUD6xYs3E8Q/wCBVXsp9g9tDuaYnGeBUgmA61z02tWxO2O4jBBzndU8etWrLmS4TP1pOhMXtodzbLKa9T+GeBoc/wD18t/6CteKjW7Af8vKV7H8KLmK88OXMsLhl+1sMj/dWurCUpRndnm5hUjKnoWfiOcaDB/18r/Jq8xZyqksMV6R8UZLmLw7A1rCssn2pRtY442tXjc82uMxH2NE/wCBUsXC8x5c7UjUMiyHimtt3HGKykk1xFwbONgehLUnna6JNp06E/VxXMqLZ6DqI1gAetNAG7G1qzvtOuqMjTrcY9ZKQahrmQP7Oh/BqfsGL2xqlAO5P1qNsbSR2rLe917tYR59N1M+0a6fv6bH/wB/KPYPuL2qNAy47CgyyD7q5rO+0awOumRf9/aPt2rL/wAwyH/v7R7CXdEusjUEjlfmGKR8HqM1ktqWsEbf7Mh/GSmG51xummQ/hJVrDvuT7dGsFfbldoz+FOx23HcewrFW710Mq/2SMscD566uwtJoIRNeRYlIx8nQVnVp+zV2VTnzuxNbW3lRru+91q0LcPID1Pv0FOjVcAnOfQdMU4ui4wffHqK4m+ZnWlYcIwodioP3sY6dK5tyMdc10UU8bxnyskZ4B9a52QZyhyG9BW0FYhtNkeRvGK09Nl80yae7AJKuUY/wydqzGXCooHQ8nvUoRs/Kcc5zWhLKt2Ly2laNzluVKkd6IRLnLyfhitPXRd6jp6X2nwq9zGu24jJwcdmFcyt/rUUew6cDn1atVRcldMzc7G/EhLZzyan2ODhua5uPVNbzgaUh/wCBVoWGo6rPeRpeaasMXOZAckcVLw8lq2CqXZrkSc/KvPtQEcnqlP3ZYDLD603cS2Bn8qwaZshGLpzgGmoznmlkV3AHIoC4XHzGlZi3Hgk0uWHeofLTu0iml2gLzMcfrQmUI8/zYYH8K6f4fnPiiMj/AJ4v/SuYAiI++TXT+AVUeKotp/5Yyf0rbDfxF6nNjf4LMb4qaVa3/jaSWWEu4to8kenzVw7eE7N2ztkUexr1H4gIp8VyHOP3Ef8AWuWZQPeuqvXlGbSOfC0oypJnMf8ACIWOfvy/g1J/wiFj/emH410whTdu5FDjj29Kx+s1O5v7GBzH/CJWAUkTTY+tQv4UtAMrLIT6ZrrBFF9KTZFuximsTPuL2MDjj4bt8EbpM/WkHheA/wAUgrtGtowAW4qJ44QOuatYmZLowORHhWA/8tJfypw8LWg+881dV+6CYqNvL7nNH1mZLoxOfXwrY7c75qa3heyH8c1bxdF6GliilupNiIx98cU1Xn3F7KJz/wDwjFs3Rpz9K7DRdJi02wWFc56knrVy1s47ePa77nHOT0U1ZRvLzz1rnq4iT925pClGLuhFjUdealx8jfSoS9UrzV4dPjZrqUE/wqOuKwpxbZpKSW5mzE7mz61EMqVfFR2+oWuoszQyD18s9RU3ce1dLg4iTi1oW7WCHUbeTTbl2WO45Vh1Rh0IrEn8IxW8zRvdXIKnH3q1FlCsG6EdK2X2atbbww+2RL8/+2v+NUqsoqyIcV1OUj8J2zLk3lz/AN9U8eErHveXP/fVbcdvk/fIHpU6wRhgCaiWImilTTOafwlYD/l7uT/wKoD4OsXbIupfxNdY1vG5yGqIWsQbHJpLFT7h7JPc5r/hCbIj/j7k/OkHgmyPW5k/OutjtUHSnGHHRcUni6iH7CJyg8DaftBNxMaY/giyDf66b867BFQD5u1NkWJj1prF1A9hA44+DbBerzn6VGfCNhn/AFk4rsVEatkA0x4o3OWU5prF1A+rwOOk8JWIGVmlP1r2/wCDWnx6Z4RuYI2Zs3rsSf8AdX/CvPPs0RP3DXqvw0jSLw/cKgwPtLf+grXbhMRKc7M8/HUoxp3XcZ8T+NAg5I/0len+61eWC4WvVPidz4eg/wCvlf8A0Fq8lKYqMZ8ZrlrXstSUzrUZnjL/ADUhhYr71C9q5bPzE1x6noWRN50Y6A0w3Ua9WKmq7WtyOgbFRSWzhl3q5z6Cndi0LBu1Zhtcmh7ph0UGqqweWx+Vz+FNIXuJDTuyW0WDdt6CozdlulNhtJLuURQQzyOxxhRmu20b4X6hcx+Zfyi1U/wYy1bxoymtDmqV4Q3OJaclcE4zWrY6ZeXaeY+IIv77V1ereDLXw+9tcwhrhG+Vi54VuxxVNi24Kzcfwgdvp7VjUvSdiqLVVXRVhijt3ZYkdmX+OTr+FTK77du7j0p7lIyB0OKy5tVjhRggLFu3auZuU2dkXGmi8d4ym/afris+71e2tskDznUHaFPesq7vbi7IE0hK5ziqbBuwzV06Gt2RKt2G3ur6hcRNHao1vGeCE6/nVO01DUbTC3ULTxH+LPzCrmJAejfhTyrFQR5ldi5VG1jl97mvcvwXMVyuUPPcHqKcC+QzcsOP8KzzuYg7CGHQgdKtQzShfmRnHY4waxlHsdEancv2l9PZFZUIPRHyOGHcVcntBPCbnTwXT+OIDLKf6is5trIqA/KO1LBcy2UyG3yhQYyetTdl2QwT46qR/wABq4Jz5e3b+NXmn0/WF2zD7LdH/loPut/vVWh0q/juH2WzyxREgyx5K/nT5XLYyc1F2ISRKO4x0NPiPUEglec96lwPSomwjb6zaaZtGSew7eWf7x/GkViSdvr6VGWEgyCA3rUkThRuLLnGKQxrhi2WprLGV53flTnkQt94VE8ioOJFpWGKIkA4ZhXVfD9ceLEyc/uX/ktce0zOuOBXUfDhi3i5MsDiB/6Vth1+8Xqc2M/gv0LHxBVT4rkJ/wCeEf8AWuUYJ3Y/hXVfEPP/AAlb/wDXBP61yRTLZp4j+IyMF/BQ0lBxl6YxQ92NMk37zg1E8jdP5Vmkbtlhdncmn709TVUSsBnYSvrSG8wf9X+lPlIbLTyErjDVXYZpEvS0n3T9K1LLSL3VGHkw7VP8TcCplNR1ZDnbcx2XFTQ2F5ctiG1mk9whrt9M8KWFpIi3eJpfT+EV0uFiUJGoRR2ArgqZjGL0MpVOx5jZaMARNfEiPtGO/wBa13VCPLhURKOiqOv1rS1OyFrO06L+6k+Yj0NYV3fRWQ/ebixGQAOTXRCs6yTRpCStdkxXbVS81S1tSVL72HYVi3es3M7FASiemazX+cc9T3rojSvuOVS2xp3OryzqQj+UnovWsiWyt5n3OzMT60oGOaUbc9a6Ix5djNvm3I10y0VgyK6sO6titCGeSEbW/eL79RUMVWFCf3jTlK44qxZBWdcofwqWKWWCVXiYq61VVFKnyyQw9KnQTFN0inHtWLNEzegns9WJ3/uLodx91vrUFzZ3Fq375WyehJyD9KyFAB+UEVuaHcTajeLpxJkiPJLH7ij0rKo1GPMxOXKrlNHYHkEfWpwC3Suqu/ClvImbOQq39165yewuLRis0bKR69K4o4mEnZFwq8wkYKclgfpTnfKmmRjC809gCuBgVqnc3TuVHkwcFWqEy5PIarZT1cU0RLn7wNUmMgWcKeVY1KJVccVIIo+/NSJbJ1GKbYkyLqK9P+HAxoVx/wBfLf8AoK15iyjPFenfDjjQrj/r5b/0Fa78v/ifI83Mf4XzG/EkIdChD9PtK/8AoLV5gBbKuBz/AMBNeifFiR4vDNs0bYP2tBn/AIC1ePLq0irteTB9q3xUbzMsDK1M2JCuOM/lVVp2HY1TGpNIMmQcCkF2rfemjH1NcvIz0eYuvexlMAkH8aqST5bIcn8DS2lnd6vMEsEadj2UV3OifDJz5cmuXO1R/wAsIjz+JrSFCUmc9TFQh1OJtLe71G4WC1hllkPZUNdzpXwxuJAsmq3XlIf+WUfLGvQtP0y002ERWNtHEo7gc/nT2aTeea76WFjHc8yrjZy2MmLTLHQ7RF0+BEYEfPjk/jW7HN9pt0fNUpI964zinWY+zsYy+VPSuqMVHRHHKTk7sXULNL2zltpfuSLiuCPh+9e6lhwEcLhGPQ//AK69K+Q5ibr1U+tV3t/MYMf9ZHx+FY1cNCo7s3pYmdLY8I1WDVradre4hcMvGUXg/jWI0rRnDAmvpEWwP3o1b/eGaoXXhnRL199zplu7/wC7WLwkV8J0rHN7nz+JUIzuP40vmgdGr2+XwH4ckJ/4l3l/7jkVQuPhx4ef7sU0R9Vbmp+qyGsWjx7zTn71OD+hJ/GvVl+Gmgr1e7b/AIEKlX4f6En/ACyuW+sgqfq8kWsXE8oV/rVhJARjkv6CvU/+EF0EDi2l/wC/lSpoFhYRlLa1jU/3yNx/M01hpMbxkUeVrvZQyAq3v1FNB6GYcA55/wAK77U9MSRWGwD6CuTvbHyicjrR9RI/tFrZFFS87pDZgPNKwjVV6knpXumi6emm6Vb2eA3lIFY+vqa4T4f+GYnuDrM8WBExW39Ce7V6O4yhrpo4dQ3Oevivau+xh6r4O07U9zw5t5vVOM/hXB6t4evdJci4j3w/89UGR+PpXrAmKSxxj8T71Vv5fsl6sc4WS3mPO4ZxU1cLGe24UMXOmeNq6v0I4qF42HuK9R1fwRZXYMtiwgdhuVR0auC1PTbzSpNl1C6+jBfl/OvKq4eUNz2KGMpzVnuY+MHpTCEHJC7vU1cLoBk/yqN9pXOAR7gVgrnXzJlIoJH4b8q6/wCHaBfFEWB/yxk/kK5N4nV8xqqq1dR8N0uF8ZIzkGPyZBj34rfDp+0Xqc2L/gy9CX4iybfFjj/pgn9a46W7KHAWuo+Jruni+Qhf+XeP/wBmrizJnkqfxqq8f3jMcJK1JEhuck8UJLn+H86bGPMGVjZvpWxp3hrUdQbIhEMf96Q/0rnnUjD4mauojMMuO1XNP0fUNVkxFAwjH8bcAV2Vj4YsrAgyDz5R3bp+VaBuTFcLD8qpj+EYrhq46+kTGdXojP03wpZ2RDzkzyr3JrbLlIwkeFQdhU8Xzxio5YyrV488TKcrNmEpNlOQMZA4q6hMijPWoSKfG4Vhms5u4hZoEljKOMqazrnRbS+gEVzCCAchh1rWG0N83IPQ04Kp+9RCtOmtGNM4658C2cqn7NO8b+/NZ0vw9nC/LfRs3ptNehbIz91wKXylP8QNdUMxqxKUjzGXwBqKLlZ4D+NRL4I1X/ph/wB9V6mYM0xrY+tarNanUPaM82TwVqQ6tAP+BVKPCF+vWa3H4GvQTak96Y1mexAp/wBpTYe0ZxieHhBGGml3P7Csm7s5rbcUGVFehy2eMbmH41i6hZwhWPmrj0rqoYly1ZjOpPueeTi5Zt6vyK9A8F6TJY2LXlyAZ7jkey9qpaZoKXt8ZnX/AEeNv++j6V2YAUAAYFZ43GLl5IhFy6jgcNTLoRTQr5yBoycZ7iiRtqGmu27T3HoM148eZSui1Joxb3QdsPnWW11Iz5Z6isKRHjYq6bWHqK7LS3aWxddxBU8Gq8hgu3MN5CmezDiu6jiJKXKzpp4iy1ONILH7tIQVPpW9eeH5osvZOsyf3c/MK56W48qQpIuGHZhXowqqWx2QqKS0HEtjihHcNUYuw3QAfSnLKC/TrW/Ky7kpbnpXpnw4GNFuP+vlv/QVry64lKMAAfwr1D4cHOhz/wDXw3/oK16GAVqnyPNzL+GZfxoFyfCFt9mYK/21OT6bWrwB4tZc5bYTX0J8X+fC9t/1+J/6C1eU6Hps+p6lCiR7kVg0h7YrvqP37WOPDO1MwdM0HxTq04js7ff6sI8AV6n4b+EiwR/aPENwZ5McwR/Kq/U967LRLlrMJaSoBDIcQMBgA/3DW5Jv2EN2raNNdUYVMRJuyZRtLOz063FvYW8cEY7RriqEty8Opbd3WteJSWyB0rA1keVqe/qcZrWMUtjmk23qdVaHfDn1onQBcgc1Bo0wltBzzV6VMxmqEZ5UUwpmpTSdTQA8N5sIA4kj5+tSqRIgdfvd6qnMbB16jqKnilQnenAPUe9AEz3CIo3LweppqzWznHmAfWhsFclcj0qJrVH+ZET+tMCyBD2cGlEMTrywrPa1yPvMPoaBAw6SkfWkBea0iPQim/Yox/ED+NVPKfIy7n6Uxo3HR2x70AW2t4R/EKrzQ2ar80o/Oq0sbDOXJrPnVMkHefxoAbqL6cFJD5rCg0pNav0gjjxEPmkf0FaUGmtf3ISJCF/icjgV1FlYQWFuIYFx/ffuxpiHQwR28CQwoEiQYVR2p38JPapDwKhd9xwKQyAn/Sc+lV/Eh3Q27d6lkYJKueM1DrrbreKgC5NF5+howyGVAQQelZVvfCdTbXqrLH0+YZNbumYm0lYyP4a5maB4pjhcEGplFS3HFtO6MLxN8P7m9ja68M6j5Uq/Mbd1BU/T0ry+703xXaStFdToki/wste3Q3EsL7kchvark1vY6/bCG+hXnpIOorCdCK2R1UsRKL1eh897PEpA/wBLi49hXbfCoa0vjiMX9yskJtpOB68Vt674FvNOVrizzcwdcD74FReAV2+L41OQ4hkyCMEdK5ISlGok4nfUnCpSbT6HI/GXVL6z+ITxW/MYtYm6d+a8+XVdVuJFjVSWY4AAr0/4rLu8eyfd/wCPWLqM/wB6pfCeiwjTn1KRAzsxCZHQDvSxOIhRu2jCmpKmnc0PCtrHpdpbG5t1Lso80nkq1dmxZRlTwRzWbp1sjlgfusORS6fO26a0kJLwnaM9dvavkcTU9rUckUpMsAZYCsrUh5d2rdq1x/rRWNrTqLleazpauwpPqb2nuJLdTU1wves/Rn3QLWlOcJXBWXLVsVHVFMmkIzTDKvrS+agHWt+V2BuxIHyNh/CpkPFUZJFxnOKdb3IchSfm9aJUm1dAmWXiQnIGG9aZ5TD+MinlgBycU0SY61nYYmJB0c0fvf79SjaQDTyvFK67DKjGbP3jUbmQDlzVthUDxlxgEfjWkLEszZiS5y5NQWunNeyDdkQg/Ma1Us1DbpCDjpira7UGFAFdDrcsbImwkMaQxLHGoVV7UrHFBbHNRPJlvSuVXk7lCS8qTTQwNlIB6U9uYjVQPi3kAranG7FexLoZ/wBalVr+ApcMwqbQm/ftVq8TMzZoT5auo+hlwXMsL7lapbuzsNbgxcII5u0qdRUdzEE5FNsjlWrr2XMiVNrY4DxLofiTQ8zWyJd2vZ415/KuSXxHrSA5tjz9a9+hnbdskwyHjBrK17w9ZyQNdW8axOvJ2jrXoYfNErQnD5m8ZSk7XPGv+En1dutoDjjnNe6/Bu+udQ8LXU11D5T/AG1wF9tq152BFj5kX8q9V+GpQ6JN5YAUXDdP91a9zCVlOdkrEY6lKNO7ZU+LUTy+GrSOMZd75FX6lWqG00C00GxhtraPDhR5j/3m71reP4JLmz0iKMZb+04j+AViauX8Ssylejc16Ch71zzFNqNgOnC70KaD7rgb0furDkEVJpd++p6UkjuvnfdkA7MOtatlEPsuD3WuUtGGm668PSOY5/GtTJs3YN6TYY/L61z2vuBqGQc8V0iAGQ56ZrmdfiU3R4oA1/DcmYce9dDLt8s4rl/Dh2tsrqygKnNAGM0yBiCab5yBs5pl3B+9YCqZhfNAF8zp61Ve5WCbIbIPUVA1s5XO4/jWfcxOGyc0AdPFMrIGUkr3HXFOEmWLIeKydMkeNc5zitNohL88TeW57HpQBL5qP9/Kn1HSpQqkfKwNUH8yP/XIfqOlNS5Qcbv1pgaeCB0qu6kn7rVELn/bNIZif+WjUAEsTMh24z71XXT1bBmfI9BUhlX+9Qso7cmkBbRY40CRoEQdhUg9+lUxIe5BHpTJLlzlR0oAszTYG1ahi55qhPNJnAOM1YsizRgk55xSAZfnDRn3qHVpA8CYqbVVIjU+hrLuZC8QBpgdLohzpo+lU7iPLvVjQmxYuvpzUEs6eY1AGPex+UNynHtUmlkyxsAcc1BqUu5cKM1LonfcO9AGtb3kkbqrtuRjjntU8Oi2X9qrqUMSrcKrKzKPvZrOuJULFc/Oe3tWno0pdOueKmSTGpNKx4z8VVT/AITaV25P2aL+tdF4ctGg8L28cvDbd351jfEiB7r4kpbp/wAtIYv612MEYWLylwAEAA+lfKZxV5dD0qb/AHaQ/TYsA1makWtdWW5AxuOHretY9iVmazB5ua+ao1b1GmU0TqPnBrH1mNTcA4q/pkxkhCN95eKpat/rq7aUbTE/hLminC4rWlXemKxtI4kFbxGK8/GaVrlQ+ExZYcN6VGYs1enT5jVcjBrppzvETKksRK8VXg3JNWk6/LWdIds9dVN3jYWxrxnzFAanNEw7hh7VFbOCqmrwUYGK4Kt4TKRT83Z1BFKLnP8AFVoxK45GaiNtGB92hTixkRmz/HTfMU96eYY88LTdijoKv3eggD0GQjp1pCAeKaBh6qyAR5HIqBXdpOtTyYC1XiOX/GtFFJEl/H7k1lyMyb19a1wMw1l3Iw9Kh8TuEtiXRDsnart2+JjVPS8C5NX72PDb+xrGo0qg4/CY99IduAKbphwW3Ln61JOhLVZsoAM8e9djmuQmwyaRQNverUb+bZ7GG7ccYNUbxCs2fWpLGUmZI8981nNaKaKi7O5xd/brBdyRlcbXIxXpPwywdDuMDH+kt/6CtcF4vtjb60ZFPEqhsV3PwsAGgXH/AF9N/wCgrX02Vz52ma42V6B1OsW6Ti1d/wDljNvH12kf1qF4ll8ogfd+Wr98m+ED/aqpZr+8eH/gQr6HQ8U0Y12IAK5DXoNt2ZU4Ktmux7CsDWLfeS2OvBoAdp84uLXf1PesTXRm4FWtFdkWZB0Bqtq+DNQBb0HiYV1grktGO24UV1g6UAZ9ymJTxVB1+eti4UHkVmupLHNAEOOKzr1cA1pAetULzvTAg0+bD7TXRW2HIrk7dws3NdJZPnGKQGiRUD2sL53RqSe4FT5oIzTGUGsIB93eB7NTPsEI7v8A99VfYZqJutAiqLeOMH5M/WmlfyqwRUZGKQEBGDSkfLmnE/NTHICnNAFKVwZAPetSxjGwY/vZrEaUed361uaecx5oAbqShoenSsGRcrXQ3ozEawZB81AG7oJzDIvqKiuLcJK2RUug/cap9RGGJoA5y4jUSkYrQ0q1C5O3rzVfYHlyeprSsCEmPPG2gDK1JAl9kcZFaGgSgStF3OTVLWP+PkGpNAOdVQf9M2/pSA5DX7M3XxVlmK/LDZxH8TmtoAIwIqXVrbb4ovJ8cvFEufoDUZHFfCZvU5q0kelR+BF5BtXjvVPUEypq1Acwr7VFdjKmvn6TtVNmYlg3lXLKeppmonM1LnyrxWPSm3xBlGO9e1De5kyxpfE1b/WsHTBiet7rXl4747mkNipMuWNVWFaEijFU2FOhO6BkMh+Ssm4OHrVm4Ssi5PNeph0RIu2MueM1tJ9wVz1k4DDNb0TZUVy4uGtxxJhSN900oprCvPTLISKjIJ6VI3WgCt4uyFYhIxTSKkfg1EeK3g7oRDcnC1XtjmSlum4PNR2n+uFdSXuk3N1R+5/Csi7+8a11/wBTWTdj95XPR+JjlsP0w4uPwrWu1LR/SsnT/wDj4rYuDiEn2rnxOlVDh8JiupLVbtyVlGP7tRKMuOKmxtkzXRe+gMo374mFGnHN4D6VFeNmU07TD/pFdEl+6ZHUr+M4AVt53TzOSp4rpPhmV/sO52qR/pTdf91azvE0Hn6E7d4yHFaPwxbf4euDgj/SWHP+6tetkc76DxT/AHJ2F2cQg/7VUEJW4Vx64rSuRmE1nHIavrDyzVrK1MEitGB98IPfpVG/GQaYHP2DfZ750fo1QanzdVNdIUnSQdjVe+ffKretMC9pI/0la60DKiuS03i5FdWh+UUgIZhlqpTLhjWjIM1Umjy2aAKPvWde8KxrUkTaM4xWVe/cagDIVsPmui02VcBa5o9a1dNkwwyaAOpHNPI4qvC+9KsgYUUwIXODjFQOfnNWXGGzVZx81LcBBUbjBqUcUyUgLQBWk+8ar3D7Y8ipZXGao3L5jO00AU3f95XQ6YcxiuaHLV0mln92KAJ70fuzXPyn5jW/ffcrAl4agDa0FuCKu6mP3eaztCb94a0tT/1dAGRBGDOgqxGAk8n5CooOJt3pUjHDM1AGRqLEzdas+Hv+QqP+ubf0qleNumq54d/5Cn/AGpMB+tRZ1V2X+4tZ7LWrq5/08/7orNOT1r84zST+sy9T0qPwIW2bG5e1FxyrVAr7Jl9zVi45U15qjadzUxLpR175qpM29hV65HymqOPnFexR1jcyloXtOGJa3l6Vi2QxMK2l6V5eO+I1hsNccVTlXBq6wzVaYZNY4djZRn4Ssi66n6VrXB4IrJuepr28PsZyCBtu2t60bKiuciOCPStyzfgVOKjeNxQ0NMCnMuRikBpTzXipe/Y2RWfrQgzXGePfHZ8JyQQW8Ec1xICzK56LXFD426gP+YdB+Zr6Cjk2IqwU4rRmE68YuzPZZPvVAxxXjzfGvUD/AMw63/M16VoOqNrOgW186IjTLkhOlaVcqq4ePNMmNaMtES3TdabaH97TLo5zS2h/fCsWvdKvqdDH/qKzLscmtKL/AFOfas276muOjpNlS2G2RxcCtucZtyawrRv361uyn/RqxxS/eIqGxnIPmFOduppAQGzUUr9a3grsTM+5OZc1Npw/fGoJRkmrmlJumxiuirpSZK+I3JoRNamM9GWm/DiF7fS7+GRsul66n/vlasAYUCtLw/apbpdsn/LacyH67QP6VvkFb984MWJf7uxrT/6o1TdRtzVydgq81Uc5SvujzB9nN96MLkjmmXo4NRWsmy6A/vcVNd85pjMG+HArLYEyDJrSvepFUAMyrQBpWC4ulrp4z8orm7Ef6UK6OM4GMUAPPNRlN1SUh4oGU54vlPFc9fjCmuplGUzXN6ovJpCMHGGq5aS7XAqs45p9v/rBTA6yzfK1og8Vladkrz0rVBpgRyH5agbk1YcfLVfFIBjcVUuJdlTXE8Nsge4ljiU8Decc1TuCJE3qwZT0IOQaYFKWY5JzVV5CwxTpM7jmmYoAYODXQaYcxiuflkSCJppnVIkGWZu1amiXcc8SSwTJLE/3WQ5FIDWvf9Wa5+b79dBdcxmueueHNMDV0M/vcVq6gMx1jaM22YVs35/d0gMyIYbNNncKppVOFFVZ3yxoAzp/mc1f8OjGqf8AADVGX7xrQ8PBv7RJx/Aal7ALrgc3/wAv90Vnq5xhu1bOrD/TSfasl48mvzbMpL6zK/c9Oj8CKkhw4PoatM++MHtVaQc4p0DZiKdxXM4X1Royldd6pqMuKt3Xeq8Q+avRpaRMpF204mHNbS9Kwrf/AF4raH3a83G/Ea09h5qtN3qxUEw4NclF2Y5GZc96ybjkmtW66VkTfeNe/h9jGTGqMKK1rJ+BWUg4q9bTpEcyOqKO7MBW9ajKUbISkjoE5UUy8uYrK0luZnCxxoXYk+lUP+Eg0eHCzapaRt6GUV598UvG9jJoiabpl5HO9x/rDE2dqj+GuXB5XWqYiPMrIc6sUtzyvxbrcmv+ILq9diVZyIx6L2rCApCMnNA4r9CpxUIqKPMk7u4hFfRngc48EaZ/1z/rXzmeor6J8F8eCtN/65152b/wTah8Rp3ByxFOtDiUVDKfnqW2/wBYK+XmvcOxHRRD90Kzbwc1oQf6v8KpXorzqPxs06FW2P74Gt9z/ov4VzsB/egVvk5tM0Yle8hQ2M9iRUEr8VM7VWcb34ramgkQHmtHRkLSs/ZaolD2rb0yLyrfkctWeNny07BBamhWzpH+rb/e/oKxQa2dK5hY/wC0f5Vpw+/9qXoRifhLt2heHjtVMOCmDWi4BUfWq00AcHbwa/RkeaZjv5cyv6Gr9wd8QcdGrPnjZWIapreTzbLafvIcGgZlXvLE1UiTMgNW7vrUEAy1AF2y/wCPwCuhUVztn/x+CukXBUUAOFcz4/1G80vwHq97YOUuoYCyMvVfeum9ap6pYx6lpd1YzKGjuImjIPuMUMZ8reF/i/4l8PXyNdXcmo2THLwTtkkeoPY17vpnifS/FekjUNNmLKeHjYYaM+hr5W1vTJtF1u8064UrLbytGR9DT9G8QanoE7zabdPC7qVbHQikTc+g/E/jDSfDSH7ZMWnP3II+WP8AhXkWu/FLW9TZo7JxY254xH94/U1xdzdTXk7z3Eryytyzuck1XzQB3HgXxfrWneMNPZdRnkjmnWOWORywcMcHg19e18O6AzJ4i01h1F1GQf8AgQr7j70wGOMrimbamIpAKBnzX8e7zUY/GEFubiVbP7OrxKHO3Pc/WvPdJ8Ya/ocyyWOqTpg5KM5ZT9Qa+g/jj4SfXPCy6raxl7nTssQBy0Z6/l1r5epXEfRHgz4nWHiOIWupvFZ6kq/xHCSe4J6H2q/4h8faF4fgJe6S5n/hhgcMT9T2r5ooouB1Xifxxq3iadjNKYbXPyW8ZwoHv6mvX/ga9z/wikzSuxi+0ERA9hgZr59toJLm4jt4lLPIwRQPU8V9a+D9DTQPDljp69YkG/3Y8n9aAOmlO6KsK7/1hFbr/wCrrDvvlkJpjLWkNicVuX/+qFc/pkh85a39QYCFPegDKLbTiqUzfOatSnORVXynY0AV2GTxWx4cjYzSuRwBis1oGHauj0aDybLd3c5NKWwGfqv/AB+n6VRIq/qn/H6fpVE9K/Lc1f8AtMvU9Sj8CK8sSsOnNU1Vobj5xw3FaDc1XuUJUEdRzWNKppZlszrzhmqtDywNWr4d/UVWtuUP1r1ab90zZPbHNz+Nba9Kw7f/AF9bUZ4rzsZuXBko6VDLypqYjis/Ur+10yxkuryZYoUHJNY4alKpNRihydlcqXVcH4g8aaXo7FC/2ib/AJ5xHOPrXIeM/iVd6vNJa6aWtrUcbh95/c154SzkkksTX3eAylQipVfuOCrW10Oy1P4k6rdq0dtttoz3T7351zNzq+oXbFpruZif9o1p6R4L1jWCDFB5UR/5aS/KK7zSvhVaKwOoXskrH7yxLxXpSq4bD72M0pyPJWlkcYZ2I96Z+NeweOfDHhjwv4aL29oxvpjsiLuSR74rx+uihVjVjzRWhnJNPUKQ09VZs7VJwMnFNPNbWJEr6G8Ezxv4N09EcMVTDY7c189YrV0bxBqGiXIms52X1Un5T9RXLjMM69PlRpTnys+gJDmQ1Nb/AHxXKeG/F1nr8OCfKuwPmiP8xXVwHDrXy+Iw8qUWpI7YST1R0MP+r/Cqd30NW7c/J+FVrvpXi0/4hs9UZsJ/e1v5zY1z0Z2y1vIc2LD2rWvHZkx2M5myaZEw3sD60hbBqAtiatILQGy8q5cKvOTW3GmyNV9KydPXzJgcZxWz0NeVjpu9jSmKK2dG/wBQ3+9/QVj1saP/AKhv97+gr0uHv95+RjivhNRvumoqkPQ1HX6MjzSvcQCQZ71nwBoLySJh8rruB961XNUblMtHIOqtmhjMe+BDVDaA4ZverOpj94arWbfuj9aYFmzYG74rpIz8grmbTi7rpovuCkBLSHkUmaQuqqWdgoHOT0ApDPn/AOPng9obqLxRaxjy5MRXWB0b+Fq8Ir1T4ufEmXxRqMmkafNjSbd8ZB/1zD+I+3pXlVBItKqliABk00U5SVYEUAev/DnwM0Pjj+ydesEkSayW6SQZ/dnIZcHsfWvpWvLPhN8QtO8RafFpl4yRavBEI/m481R3U/0r1QUAFFKAx7UH7xoAjeNZo3jdQUYFSD3FfF/jvSI9D8b6tpsJ/dQzkJ9DyP519S+OPiBpXgrTna5kEl8wPk2yn5mPv6CvkTVtSn1jVbnUblt09xIXc+5oAo0UUUAeh/BzSrXU/HkP2oBhBE00aH+Jh0r6ZAwa+NtF1e80TU4L+ylMc8LblI6fj7V9O+A/HVr4z0rzFURX8OBPDnp/tD2oA7N+UrF1AfPWwDnisrUeGzTGR6e+J1FdDqTf6DG/vXN2TYmBroNRbdpin0xQBkO+GNR20+yRlfnmmCUnrULEicEUAawG9gB1Jro40EcaovQCsHSB51yh6hRk10OKUtgOe1T/AI/D9KpGrmrf8fh+lUR0r8tzb/eZep6lH4ENYZpkiBkqU9aaVrghI1aMm/H7n3FULM5jJ961b6PdazcdBmsa2O2EfnXt0JJ0zGRet/8AX1tR/drDtf8AXVtocLXJiYOclFFR0ItQ1G20uxlvLuQRwxLuYmvnHxv45uvFV+VUvHYxn93ED19z71vfFbxkdVvv7Ks3/wBEtm/eYPEj/wD1q4HRdIutc1KOytFzI56+nvX2eT5bDC0va1NzjrVHN2iM0vSrzV7xbWyhaSRvQdK9W0DwHZaOqzXYFxd9y4+VfoK6zQ/C9p4Y0wW8Cg3BXMsvcmhsls0sVmTm+WmEKVndj4VCxgLwPSrNudrFj90darKa53xpr39j+H5djbZrj5FGefc/yripU3XnZmkpcquee/EPxG2u+IJQjZt4P3UYz6d645aGYu2TyTVmytJL26jt4hmSRwqj619RThGjTSXQ43K7udp4b8PKfAOu65MuCIxFCfx5rgm619Ga9pKaH8JLmxUY8qBd3uxIzXzoetY4XEKupSXcc4coldNqPg69stHtdUjPnW80QdivVD71zI+9X0JoCJL4TsInAZGgAYHkGqxOIdFJihG7seA21zPZzrLBI8cinIKnFe0+CPFqa5CILlgL6MfMP7/uK4rxx4Q/suU39kh+yP8AeUfwH/CuQ07UJ9MvY7q3bbJGcg1nVpwxVLTcpScGfVkBxGKbdj5Kx/CmuQ6/oUN5Fwfuuufut3FbFyP3dfEVKUqNZxfQ9FO8bmPnEtbduc2bD2rCk4lNa9k+bcj1FVVV0JMofeY0yRMDdTTL5UrH3pwu0Z1TYTuNXblhcXU2NIQiEse9afeobaIRQquKnr57Ez5qlzeAo6VsaL/qX/3z/IVkdK19F/1Mn++f5CvZ4e/3r5HPin7pqt901EUanueKQV+jXPOI9vrUU8StER3qwQajNMDntWUpApI524z61n2LZt/xra1xSdMnYL8yLuBrCs/lgVfSgDQtP+PoV00Qwq1y9mMzg10sX+rFMCavO/jH4lk8PeBphbvsubxvIRh1AP3v0r0Ida8K/aP3/YtDGf3fmSfngVIHz5RRRQIKKKKALNpdTWVzHc20jRTRtuV1OCDX1D8JPiSfF9k+m6kyrqlsoOR/y2X1+vrXyqa6bwHqk2j+NdKvIH2kXCo3+0rHBFAH2tnHFcT8SvHEfgrw41xHhr+4zHbIf7394+wrtR8wzXy78ftTlu/Hi2JJ8uzt1CjtluTQB5pqeq3usX0t5f3Mk9xIcs7nJqjijFLQAlFFFAC16V8EtQNp46+zZ+W6gZSPUjkV5rXb/CRSfiTpeB0L/wDoJoA+qErM1Mda01rP1EZUmmMy7Z2EoxXTXTbtIf2xXLxPiUV0bNv0iUf7NAGMg3KTTZE4zkZqJLjyTwQQfWpftsMkyQ+XuZzjcvrQB0Hh6HFu0xHLHg+1blVLNPItkQDAAq0DkUnsBzuq/wDH6fpVLtU+tXEUN8d74O0cd6yJNTRDhFZjX5nmlGcsTJruenRl7iL5oyvdgPrWcL6STp8tZup3JijLNJj61y0cFOUtTSU0ak97bR5DuDu4wOawgwDnHSsxNQE02xVz75q2knzivYp4ZU42MnK5qWn+tqh4+8Rjw94WmkQ4ubgeVEfc9TWjZcivHPi/rTXniGPTkfMVom0gdNx6115fhFWxKvsiKsrRujzx3a4mZmYksck+9fQXwz8IroOiJfXMY+23i7sEconYV5L8O9A/t7xVbwuMwxHzZPoK+ldoVVVRgAYr0c8xrpRVGHUyoQv7zMy96NWEx+aty/PysKwZDXiYbVXN5kimvE/HWt/2vrsiRH/R4DsT3x1Nej+MNa/sbQJSh2zzfu4x6A9TXiDHcTX02V0LJzZyVZ9AHFejfCLQF1PxCb2ZN0NoN2D/AHu1ecgbmA9a+m/hvoA0PwlBvXbPc/vX/oKvOMV9XwztuxUIc0ib4hL/AMUHqv8AuD+dfL1fUPxE48B6p/uD+dfLmea5sgm5Ydt9ysRpKwq9a+hPDf8AyK+m/wDXEV89j71fQfhzjwvpn/XBa6s0/homjuW7m3ju7aS3mG6KQYZfWvC/E+iNoWsSW/JiPzRn1XtXvPeuP+IujC90QXiL++tznI/u964suxDhU5HszSrC+pz3ws8Rtpeuf2fNJi2u/lwegbsa90uBmOvlC3le3uI5Yzh0cMCPavpvQtSXVvD1peg/NLGC31HWpzrDJNVV1HQndWZBMMSGr9k+Iqo3I/e59asWz/u8V4kldHQtCjdH5m+tP0wA3aseQtMuR+9YVHb31pZuPPk2bjitXByp6Cim5HaxuGUEVIDWZY6jZ3CAQ3UbN6ZrRU5r5vEUZxk2zpSaH1saL/qH/wB8/wAhWPW1o3+of/fP8hXrcPf718jlxPwmoRSHrTZ5UijLO21fWs6TW7VWwu5z7Cv0Y840s4pjrWa2oyyDKKFB7GsHVdQmVjukdV79hTGdBez2YgmilnT5lIwK5dDtXFZSaik0/lrlveraSEvzQBs2Jy2a6WHlFrmdN6Culg4jANAEteb/ABp8Ntr/AIHknhQvc2D+eoXqV/i/SvSKjkjWRGRxlHBBU9waQHwXRXpPxZ8Cjwl4h+0Wig6feMzRKOqN3X/CuY8OaF9v8TWmm3ytCshDMrjBYdcD60COdor3rxF4F07VdI8i0toba4i/1UiJj8D6ivE9R0y60q8e1u4mjmQ4II4P0oApVt+EYGufF+kQKMl7uLj/AIEKxK9Y+CvhSa+8Rx65cR7bS0OYiw++/bH0oA+n0+7Xy58e7B7X4hfaiMJdW6Mv4cGvqGB8rmvCv2jTA50OERE3TF8OP7vAx+dAz5/orY1jw1rGgOq6np09tu5UuvysPY9KZYaBqepwSTWNjPNHEhd3VPlUDrzQIz7e3mup0ggjaSVzhVUcmnXVpcWVy9vdQvDMn3kcYIr034GGE+LrpZI42f7MTGWXJVs9q9K+Ifw4tvFtqby02w6tGvyt0WX/AGW/xoA+YsV638CtCefXrvWZI2MdpH5aHtvb/wCtXnll4fubvxLHob7Y7hp/JbceAc4NfVPhfw5aeF9Dh0yzHC/M7nq7dyaANsGql+uUJqz0qG85jNMZgLxLW/HKP7NkU91rAPEv41qRtm1I9qAMSU84qzpSr9uSRudjZxVeQdfWprBrW3hzPcpE7v1dwufbmgD0GJkeNW7mpAfSs6xmjlgXypY5P9xwf5VoJUsdjjfEMIbWmc8/IvFc5qOp2WmQPNd3CRhf4Seav/ELxJaeH5XZ5N11JGBFEPx5PtXz3qmo3eq3T3F1IxLHOAeB9K+algHWrylPRHbTfuI9Ug8f2moXRttPiYSD7rsOKgmM15MZZZC59K8w0m5ax1O3uB/C4/KvWYlyqn1p1sNTpfCgbI7aLZJ0q+jfMKrfdbFSRtlxXJJXQI6C0YRqWb7qqW/KvmjxBef2hrl5dk58yVj+tfRt7N9n8OX0ucbLd2z+FfMMpLTMfU16mTQXvTMa8uh7Z8E9L8rT73UnX5pGEaE+g616u/tXH/C21W38BWbAYMrM5/Ouvc/Ia+azmrz4tr5HTRXuIyL/AO6awJDlq3dQPymuD8X6uNG0WSRGzNJ8kY+veuvLqLqWSJrOx5x461o6prJiRswQfKvue9ctSuxZiSck96aea+zpwUIKKOCTu7nU+AdEbXfFVrARmKNvMk/3RX1CgVVCoNqqMAV5V8HtE+x6RJqcsf725O1Sf7gr1QCviuJMV7Sp7NbI78NDS5zfxDBbwRqiKpJ2Dp9a+WypBIr691e6tLLTZri+5tlwsmV3DB45FeLePfh7HBCdb0L97ZSfO6Jzt9x7V6HDuJUaPJJWuZYiDcrnlf8AFX0F4dP/ABS+nf8AXutfP2CG5GK+gPDv/Itad/1xFermn8NGVH4jRU5pbi3S7tJrdxlZEK8+4oAwanUdK8ClK00zpex83Xtu1pfTQMMGN2TH0Ne0/Ce+e58LzWjHJt5Dj6GvKvGEPkeKb9AMDzSRXc/BmZ/tGow5+XYrV9Fjoqphbs5aWk7HpFx98VNaJuGKiuRh6s2A+avkZytG53dbGVqzi0Mju2AK5mKdpZDK54P3V9K2vE6tLrSxk/ulAbb61QdEKbTGABXfh3+7ud+HoW95kYlUKeACehFXLbW76zceXcM6j+F+lVjZ8fxf99UscD4CvziidOnP4kdThFnUWfjOJgq3NuyH1Tmu78Mahb6jYPPbSB0EhUn3wK8bnQiTiMD6V6Z8Nk26BOuc/wCkt/6CtbZdg6dOtzw3PMx0FGB1Or82ij/bH8jXOSvb2SedeTxwxj+JyAKm+IHiGHw14bN/MhkzKsaIP4mIOB+lfOXiLxJqfiW682+l2xj7kK/dWvppTseXCnzI91m8YWDQsumOl5j7zKflFc1c3F5fybriQsB0Arh/AFwqXVzZsT+9QFR7ivQ0iyOuKcZXJnHlI7CPZIeMVpxv84qnGNjZqeN8yCqIOk0zqtdLEcKK53Tl+VWroosFBTGO8+ITCFpEDkbgueSKc3Jryz4xanf+GJtB8TaeMvaTtFID0ZWXofyrrvCXjPS/F+kJfWEoMuP3sDH5429D/jSA8h/aHvSL3RrMH7ivJ+OcCsmDw/eeK7/RPE0NxsTyk8/J5DJxx9cV6B8TvAkfjC7tLz7YbWa2QoQRuG3OfzpmlaXDomk2+nWxLRxLyT39TQIuHtXG/EqOz/4RWeeeFHmDKsTkfMpJ7GuyBzWJ4p0BfEejtYmXym3B1fbkAigDi/h54Y0HWNCF5eWSzTrIVYMxx7cV7Z4fhhtlWKCNY416KvSuC8I+G18M6W1r9o893fe7AYH4V32jn5hQB18B+SuY8Y+ANL8Zy2E1+8qSWb7laP8AiXOSp+tdLa/dqyx4oGeUfHpVj+HSIijatwgA9B0ra8LQQ3Pw702FIkjW4sVUhFAByuMnFWviN4bPi/wpPpUcgjmJWSNj03A9DUuiaedK0Kx09mVmtoVjJHcgUCPEfhhoWoaT8Urq1ngkX7NDIGbGBgn5T+Ne/EUgjjDlwihzwW7mlNMZ8u6jp93pHxYCSROHOoiVPlPzZbORX1EDnnuaryWVrLcJcS20Uksf3HKAlfoazfEvinTPC2nPeahLt4+SIffc+gFAGrNd21qV+0XEcO84XzGC7j7ZpLj7hr52sNYm+JnxO04amzRWm/8AdQq33VXkD619E3S7EKigDAcfvz9a0oUJhOPSs+QfvTW1pyblUUBucxdyC3SV5DtCnrXnurxR+IZFe43iGMlUUfzrofFuoCfVLjT4+I4mPmn39KwkkU8KOBXk4rFSUrRZ6+DwqcbyRSttOfTbhZ7C8uoJF6bZDxXpvgTxLq99rMdhqDLPEYmYSkfNkYrhNpccNtrrPh+h/wCEniLNnEMnb6Vhh8ROVRJs6MXh6cYNpdDjPjMM/EOX/r0h/wDZq88da9E+M+4fEOQr/wA+kX/s1edO7iu2XxM82n8CGDhgfQ161pcjSwRN2ZARXkJdiea9N8LXLXGmW7ZyVXZ+VceLj7twZtOcuafBzMKgkb96RU9sMyivLlpG4Lc1NbTd4S1MZ5+yvx+FfM7DEpHvX1RJbfadKuYP+ekLLXy1doYruRG6q5FenksrwkjKuup9LfDtwfAemY/ut/Oumf7hrhfhFfJc+CY4FyWt5WRv90813LjC18pmlNxxkvU7KXwIyNQ+6a+f/H2sjUtdaGJswW/yr7nvXsHj3Wl0bQJZgf30n7uIf7R7/hXzq7F3LMck96+pyTDtQ9pI5MRPWxGTU1sIzcRiU7Yy3zH0FQmgCveOU9/0T4heFdOsILRLtgsSBR+7NbI+KvhT/n9b/vg180CivKrZPh60uae5tGvKKsj3zxh8RfDmqeFL6ys7p2uZUAQFCO9cL4I+IM+hyjT78mXTZW+7jJjz3Ht7V59S/SumhgaVGn7OOxMqsmz1Hxp4HguIv7c8PgSWsg3yRp/Mf4V1/hz/AJFywXuIRmvLPCPjS50CcQTu8tg5+aMnp7ivXrK7tb2yjlsnVoCPlx2rjx3tIQ5Zao1p2voWFGTUwHSoYx89TYx83YV4kPjNmeF+PWz4yvv97H6V1vwXGdQ1M56QqP1rgvE1yLzxFfTqchpm5/GvS/gvalYdSucfKSsZ/nX0WL93CO/Y5qetQ9BuRljVjTvvVDcD5jUtgcSgV8dN+4dq+IyPEqbdV3Y5ZAax2yV6Yrb8Wxst/byDgNGRXPB2Heu/DP3Ej2KOsSKZ5BdKMtsA9as5UqTvbiq7ks2TUZd92B2rpsaIsMQ38bV6h8NAV0GcEn/j5br/ALq15KzzJ0XP4V6x8MWZ9AnZxz9pb/0Fa7sCv3h52ZfwzM+NyhvBNvntfof/ABx6+fnHzYZq+gvjaceCoP8Ar9T/ANBevn4vnvXo1dzzsOvdNPwxKYPElm5Pyl8Zr2GArIpIrxKxlEeoW0hOQsqn9a9msHDNIF+6RkVrSloZVo2ZKCOafAcyCqzMRkA1PZjMi1sc52WmL+6WtuLhRWTpg/dLWqnFMZgePfDieK/B99pf/LVl3wn/AG15FfJWl6rq/hDXDPaSPb3cDFZEPQ4PIYdxX2u5wua+VV8IX3jvxB4rubSUC7tbhnWEjiT5jxnseKQHb6F8V7DxDEkGostleY24Jykjex7V028EAg5Br5gubaayuZLe4jaOaM7XRhyDW9onjfWtDKrDcmWIf8s5vmH4UCPoEHNLjivOtL+K+nTqq6lbSW0h6snzJ/iK62z8T6LflRbajbsxGcb8H8jQBrVu6McsKwkIlwUZWB7qc10WixNuHy0AdVbD5anfio7dSFGRUko+WgZmXbgtVUUt7cwQEtLPFGvq7gfzrmdR+IHhXSgRc61bFx/BE28/pTA6Y0jukcbSSOqIoyzMeleO638ebSLcmi6a83pLOdo/IV5f4g8feIfErOL2/kWFv+WMPyJ+QoA9n8X/ABi0jRDJa6URf3i8bkP7tD9e/wCFeDa54g1HxJftealcPNKx+UZ+VR6KO1U9P0y81W6S1sreSeZjgIgzXomofDC90DwodTmWSfVhKpSGD5liGe/rSEV/Bmgaj4b+IXheS+RY3vG8xY8/MqnI+b0r6SvBw1cxpXhe11fUdH8U6hFNHqMNoqmE9AcdSPUV1N0uUzTGYMqfOa29JGQtY0x/eGtnSOqilLYI7nl3iK12+JNQ+QHMpPNZ4t/9gVueK3WPxVeozYZmBX34rEMxH8VfOYj+IfT4T+Eh4jII4rqPAYA8Tp/1yk/pXJi5fnOzFdL4Bl3+KoxnP7p/6UYb+IvUMbrSfocj8Z5Yk+IMiM4Dm0i4P/Aq83aRM43rXonxoslufiHJIx5FpF0/4FXnh0qP1b869efLdniQUuRWKzyoGxuFd14GvA9q8QOQr/zri30qMc5NdH4LH2a/lhQkl1zz7VhiFGVN2B36nfTKBIcVPZjLioZeWq1Yj5xXh1dIDR1dsP3Ir5q8c6W2k+Lr+3K4QyFl9wa+l7YfuhzXlXxn0ItFb6zEmMfu5SP0qskxChXcH1FXi3FNFH4Max5GqXmlyPhJ18xQem4V7VIflr5S0DU5tJ1u1vYSd0Tg4HcV9BeLPFEWneCjqKNiWeICJe+5h/St82wDqYmEo9RUKloWZ5J8T/EP9q68bSF8wWvyDHQt3NcHmpJpWnmeRzlmOSTUVfRUKSpQUF0OSUm3qGaWun8E6FHrOtjzxut4RucHv7V6oPBvh/8A6BsX61jXxlOi7SKjTckeCGkr6MsfBHhuRvn0uI/ia2E+H/hc9dHg/WuCpnuHpu0kaKhJny5S17v8S/COhaV4RkurDTYop/NXDgdjXCeDvhzfeISt5dq1rYKc72GN/wBP8a7qOOpVaXtVsRKlJOxzOh+Hr/X7vyLSInH3pD91fqa9k8P6BF4dsDbxSPI7csxPGfaue8SeLdN8N2Z0Xw6kYkUYlmTt+Pc11GgytPoFlJIxaRowWY965MfUlKnd7F0laRpx/eqh4hvxpmg3d0W2kIVT6npV9ODXm3xQ17zJI9JhbKp80v1rzcFQdWqn0NqjtE83kYySMx5LEmvob4a6W2m+CoDIMPcMZce3avDPDulSa1rtrZRLuMjgH6V9QQ2yWtlDbR4CRRhBj2FdWdYhQpqmupFCOtyhdD5hils/9dTrkciktDiWvmnrA6upk+ObyOyFnJI6qj5AJrjX1+1XH72M/iK6/wCIdjDf6bZiYkbJDgj3rzg+GdMRSSZjXtYCFJ0k5HfSlUcdDVGu2zfxRn/gQpV1e3HJeP8AMVjHQNJ9Lj8qlj8Oaewztmx9a7nCiX+8NhtatP4po/zr1f4UTwz+G7l4H3L9qbPPfateLnwrpTDnzzXs3wm0+20zw1cQW3mbDds3z9furW+GUOf3XqcOO5+T3il8cZFj8FW25gM3yDn/AHHr56kuoQceYtfQ/wAboY5vBlsrqGH26Pr/ALr14EdOtu0cYrqqNKWpx0b8uhR+2RDpIte1+Gp1uNJt5wwO+Efyrx06fb5+4gr0vwNKP7JijH3U3JVU5LoRVv1OhOS3PFXbFf3q1UIwxq9YDMq10HMdrpy4iWtIDFULIYiFaGOKopAemKzbfRtP02S4ksbSKB7ht8zIuN7eprRNNcZFIGeZeOfAek+JWaaWIQ3eMC4j4P4+teFa94A1nRZXIhNzAOkkQzx7jtX1Bqq/erm5hl6RJ8rujIxVgQw6g0gJHQ19I6j4a0fVc/bNPgcn+ILtP5ivLPHXhfSdE1PT4bEyQpcHD5bdtGcZFAHGQanfW2PIvJ4/9yQitSDxv4ntxiLXb5fpKasS+FJ/+E2Xw5DIWeWVY0lZeoPO7FdHc/CO7h8fW/hRdTgaaWDz/P2HCj0IoA5s/EPxecf8VDf/APf01Wn8Y+I7r/X65qD/AFnavUx+zdqh/wCY/Z/hE9adr+znaRfNe67K+O0MQH6mgDwe4v7y6Ja4up5ie8khb+dVOp617DpPw50N/idqvh25eeaztYFkjy2GJ4zkivT9P+GvhHTWDQ6PE7j+KX5z+tAHy/p+i6lqsgjsLG4uHPQRxkivS/DvwQ1O6ZJ9cuFs4O8Scufb0Fe+QWsFquy2hjgT0jUL/KlkO0460AYGjeGNJ8M2wh0y0SIj70nV2+pq6DmeppX+aq6n94KBm/bHMdR3IwDTrU/IKLsZBpgc/OpEpzWvpPDis24X97WjpX36GC3PN/iDfWlh4wkE0saO0SNhjXLHW9LPW6jP4123xK0+0m12Kae2ild4gu5l9K4l9J09VyLO3/Fa8Ov7Pn97c9/CuXslYQ6xpZ/5e4h9Wrrfhtd2c/i6NYLqORzBIdqntxXJf2Vpu0E2dvz/ALNdb8ObOzt/F0LW9rHG32d13KPYUUPZe0VjTFc3sXfsY3xdRj49lIH/AC6xf+zV586SelegfFt2HjyXn/l1i/8AZq8+eVwxAzXTP4medSXuIgkSU1c0GV4NZh44kOzNUnlfPWkt5yl5bsPvCQUmrxZMz1d+WFXtPXMoFUiMqh/2a0tOX98prw8S/daEtTp7b/VCq+t6VFrekXFhMBslXAz69jU9vxGKtDpXz8a0qVVTjuja3NGx8+eF/At1ceOHsLyMiO0fdKccY7fnR8VvEn9pa6NNtm/0SyGwAdN3evXvGeq2nhrQ73VEjRLyaPylYdWbt+VfMl1M9xcyTOxZnYsSa+7wFWWL/eyWi2OGolD3UQCiitfw3pbatq8MGP3YO5z6CvTlLlV2c56j4B0kadowkdf38x3t9OwrsR0rPtgEAVRwvAq8GyOlfK4uo51Ls7KSsjU0374rfSue03hga30+4K+Yx6946olTWbGwv7HbqQQ20bB2Dn5ePWvHfH/xG+0K+kaGDBaL8ryx8bvYegr2u4toLuFobiJZY26q1Y83hbQgmf7Js/8Av0K9LKMfSpK1VN22IqQbWh8rHc77mOSa968Of8i7YD0hUVqXPhzR9526VaDHpEKydZ1zT/DlkWcRhl4ihTrX0lTErGRUaaOWMXB6jfEviCHw9pjzMwNw4xEmeWPr9K8MvLqS9vJLmVt0kjZJq9rWt3WuXzXNy3sqjoorU8HeFpdf1BWdWFrEwMjevsK9ChTjhad2ZOTmz0H4ReGjbQvrNym15PlgJHb1r1WX7tZulwxW9rFDEm1I8Ko9q035WvjMzxTrV7nfRhyxMu6HNR2x/fVLdj5hUVuf3wrJfwymReLYTLoiELna4NcE8TAkFc16VrqB9An9hmvPi4zxzXZgJtwaPTwz9wgigJXlMUqIQ30qRpsHGxqaJf8AZNelc6CbL44EdepfDR3fQ7kyY3C5bp/urXlG7NeqfDEH+wbn/r6b/wBBWuzBL94edmX8IpfGfnwdb/8AX7H/AOgtXgzDFe9fGUZ8I2//AF+J/wCgtXg7K2Oa7K/xnn4b4SBhXZeA5F33MO7owK1xrEg4AzW54LneLxEI+iyKaKWjHWV0elNwxq9YD96tUnGJGrR0xczKK7keedrZ/wCqWrw6VTtuI1FXKYxaYehpaQ9KYzB1RMqTXNzjDV1uoplDXK3Qw5pCKZNeQ/Ffz28RWW1HC+SBHt/vZ7V6+RUb2VrdyRm5t45WjO5C6g7TSEdH4R0yCSxsb+6tI/t3kIrSsg39PWvPE1qKX9poDfhVT7KPrs6V6tojY218+w2eot+0MB5UnmjUjJnb/B/e+mKAPqfHFV5x1qbHFRzD5aY7HhGm6Fr0Hxx1DUprORbI7/3xHytGRxg16wr5p96cZzVDziKALxYjpVWWXk81GZmPeoXfmgBHbLUiH5xQDmhfvigDdtBlFNLdDrRY8winXY4NMDDuBmY1b09irjFU7n/W1b0/G/8AGkBynxMVhfWMgGcoeK4d5CMYCj8K9G+JVu8trZToTlGYYH0rzkRS4GWGfSvAxcbVWz6HAO9IaJv7wX8q6r4fOD4sjx/zxf8ApXKSRSgdAa6b4ciQeLk3JgeQ/OfpWeG/ir1OjGfwX6GH8YM/8J3IR/z6xf8As1efuFAzyPpXofxaTd45kP8A06xf+zVwUiYHSvQqO02jyaS/doz3GTmq5ZluEbGADnNX3HtVZxzQpKwpI9Zt3MtpBIf4kz+lbGmglxWFpxzpVn/1yX+VdBpnUGvAxnUmO50duvyirFVoCdtZXi7W4/D/AIcub4sBJt2xg92NeFRouvXUF3NW7RbPIvi54l/tLW/7Ngfdb2vBx039/wAq8yqxdTvdXEk8rFndixJ71XzX6RhqMaNJQj0PKlK7uFej+EYYtC8PTazcjHm/Kp7lfb61w+kWD6lqcFogyZGAJ9B3rt/Hy3NtY2mnwQyfYogMsBkFqVZqTUH1HF21Or0bxLpupoDHcIkjdY3OCK6ZCCMivmzey8qSDWtY+KdZsMCG9l2j+FjkVw1ctUneLNY1bbn0hp5rej/1Yr5ys/inrtqPn8mU+rJWkPjXrqqAlvaoR3C14mKyGvVl7tjeGIie/is3VdSstOtmlu7mOFB3kOD+VfP198VfFF7GY1vRAh/55LtP51yl7qd9qEvmXV1JK/q7ZrTCcNODvUkEsV2PUvE/xQtovMh0ePzn6ec68D6CvKr6+udRuWuLmVpJG6kmktLSe9mENvG0kh7KK7zw/wDDmSRln1ZtinkQg8n6ntX0EIUMJCyOZuVSRz/hfwjeeILkHa0dqv35SOPoPevbNO0y20mwis7RNscYwfUt3JpbK1gs4khtoljjQYCqKumvExuOlVfKtjenTsaNkPlWtJvums+wxtA9K0eqmvl8Q/3h1R2Mq745qG3/ANaKsXgIFVoDiQV1w1pkst6w2NAuTjoleeG4iJz5ZB+leharltAugB/BXnJcnsfwrpy/ZnpYf4R5njPUGoXmhHTOakC57Y+oprKmSAuWr1kdKREJAzY5r1v4Xf8AIAueSf8ASm6/7q15DLFsXcxI+lesfCWbzfDVy2el24/Ra7sEvfPPzL+ER/GL/kUoP+vxP5NXhch+XNe4fGiXyfB9u2x3/wBMThBn+Fq+fpr+Q8fZpQPpXVWV5nn4f4SVyp6Vd8Psy+I7HacZkArGF43e3cfhU+maj5Os2j+TMNsq87felTVmXU1R7fIP3prT0lMzLWYxy2a19IH7wGu6J51tTr4PurVsdKq2wyoqzTGmJRRRTAzdRHymuTvQPMNdbqP3TXI3v+tahiKVPTiQUynp98VIjqNGkwUroEsbX7X9s+zxfatu3zgg37fTNcdps5SQc967Kzl8yIetAy0DTZBkYpwoxmmBiXyZBrFbhiK6a7hBU8Vzt0uyQ0AQZNJRRQAUJ98UUqcyCgDesf8AVip7gZjqCyH7sVYlGVoA5+44mIqewPzj61FdDErU+w/1gFAFX4hrnw4jekq/zry7zP8AZb8q9L+Jl+mneDvtDxs485Bha8W/4TCyPS0n/KvIxlKUp3R7eX1UqbRu+aDXU+AGU+K05/5Yv/SvOh4rtjz9huT9ErtPhfr9tqPjGO2jtpI2+zyNllwOMVz4ehOM02dOLqxdF27FX4rIG8ZyEj/l2i/9mrgZF4ruvi3fW1t41ljkfDfZo+P++q87l1azIx5ldlSEnM4KUo+yEkFUpDhqlk1G0I/1lVXvLdm4ehQkTKcT1XR236LZn/pkK6XSxwK5nQmRtCsyhyDGK6nTBhVrwcbpczRvwj5a8q+KVprutX0VnYWNxLZwjO4LwzHrXq0X3RU3WvGwmMWEre05bs1lDmVj5ZPgvxIP+YPd/wDfFRN4Q19OulXIz/sV9V9uKglPykV78OJHJ25TneGR4p8PfDVzZNc6hewvC6/u4xIuD7n+VdfcIkpZHUMrdQRW/qA4NYE5w1V9clXnzidNR0OfvPBOj6gWbyjA56mLj9Kwbr4WXAYmzvo3HpIMGu9iOZK0Ub5cVt9fq09EyPZJnkDfDHxEWIjiikHqHqaL4SeKZWx9kQf8DFez2DYfFdLEMrXNiM/qUtkaRw0WeE2nwS12Q5uLi2hx/tZro7L4M6ZZYa/u5blh1VRtFeriq12PlJ9a87/WLEVZct7Giw8UclDo2n6RD5VjbRwgdwOfzpMVfujuYiqNdKrSqK8ncTSTsh8Gd9WHHJAqCH79SuaxkNaGnYHArVHKGsmx7VroMrXj4nSoaw2My9HFUYT+8FaF6ODWbEf3mK66TvTFLc2HRZNOmVuhQ/yrzZt0SfLjj1Fel/8ALlIfRG/lXicviWz89lkdVwTzXbllKdRuyO2jUjFas2GnldcfKtPgBSMu3JNZdv4g0h/mlukCjt3qO58Taa7bYJht9TXtfV6nY6fbwLUrXErZMRA9DXr3wnjdPDFwr4Dfa2PH+6teRweIdIEQ8y7j3fWvYPhde2uoeHrqWzcPGt0y5H+6tdWEpzjK7R5+YVYypWXcqfGJiPCUGD/y+J/6C1eGyMSxya9y+MQz4Uth/wBPqf8AoLV4U65P1rav8Zy4Ze4MY+hqupzPGckfMOn1qR1bBxVVldWUjGQ1TTepdRaHtzHkfQVuaOvK1gQHfbwOfvNGpNdFo46V3x2POe9jq7f7q1ZFV4OEFWBzWiEB4oBpCKUUDM7URlDXIXpxK1djfHCNXG6j/rGNIllPNPTqKql2zViHlhSEaFu2zBrrdIlLxiuQUYrotGdti80DOkBpajQ5qUHIpgVrn7prmdQ610d5901zN/3oAphsmniqoepVkoAmpYOZhTCflNLb8zCgDpLJP3dWJlwpplmvyCp5QStMDmb4ESGn2Bw4ovxlzTLE/vgKQEPxCXf4TxsLKJFJArx21tIxJ5zwKq17p4ohW48L3aN0CZ/KvGJCu3a3LHoK8nGOSkexlyTi0Vnu7ePKohc9yOldH8MWz4xifBH+jS8H/gNc+EQffrrfh40X/CWRBcZ+zuQPyrmoTl7Rep2YtRVF+hhfFuwtLrx1JLKnzG1j/rXnjaVZlyPJ6e9ejfFeZI/HEiseRbR/1rgGkDMSK7qk5KTOCjBezRUfSbMD/V/rVV9OtlPCGrcsr7sZqq7t61CnN9SZwiemaEFXQrNUGAqYrrdN+6tcf4fbOg2n+7XZaWMqK8DMOpEVqb0QyoqWo4fu1MelfMT+I6Bh6VBJ0xUzVA/3TV0l7xLMTUehrn5/vV0Go9DXPz/eNfQ4b4TCW4kH3s1oR/drOhOABWhH9wVrMRo2H+trpIj8gNcxYnEldNAcxivDx6N4Ex6VWu/9XVntVa7+5Xm4b4y2ro5+7OCaok1du+pqka+mpL3TmluSwfeqR6jgGTmpXFEho0LHpW0n+rFYll2rZj6V42L+K5tApXoyDWTGMTAVs3Y4NY3SbNdOGd6ZMtzb2q9jKjcgof5V4pP4LtJZXY+YSWJPzV7TE2bST/dP8q83+0uWfH94135dWqU5NQZ2YelGS945n/hCLHPWUf8AAqX/AIQex7NL+ddA1xNnhaI55i44r2frNXudX1amc5J4KsUP35cete2fCHTodK8K3VvCWZTeO2W/3Vrzs3LICSleo/DOUTeHpjjGLlh/46tdWErTnOzPPx9KMKV13KfxfXd4UgH/AE+J/wCgtXiTwjua9r+MT+X4Ttj/ANPiD/x1q8MN6rJ91RW9f4jlwvwCSqAeKqvjOMVYaVXXgAfSqzEA8c1ENGaVFoeyWw/0WD/rkv8AKuk0gcCubtzm0tz6xL/Kum0YYQCvQhsea9zp4RiMVYU8VDF/qxUitViHt0ph5pWOaaadxGdqDfuzXH6g3LV1moH5DXH6gfmakBnlvmxVy2OStUTjfmrlsfmFIRojpW5o7YCisIGtjSHw2KAOqjGRmpx0qvEfkFTA8UxlW7OFNctfnJNdPdn5TXLah1NAGWx2tinxsc4qNhk06Pg0AWwcxmpLT/XCox/qzUlp/rhQB1NoTtHNTy/dqrZn5atuPkoA56/G1ju4qvZkecMGrGpjLmqlnkTDFAGxrny+Hbw+kLfyrxaQq+MqM9gK9q1cbvD1yP8Api38q8ReKM9XCgdw1eVjnaR7OW7MTYxOAi11Xw7RU8VoNqH9w/I/CuNZ9rHYZGHqK6j4bTSHxggMZCmCTn8q4sO/3iOzGfwX6GL8Xoi/j2Qj/n2i/wDZq4Joyq4r0f4rCP8A4TaXdu5tovu/8CrgZVix/wAtK7qvxHFQX7tGfIhPUgVWeInoy1dkSLOfmqowQNxmlFkVD0Tw0c6BbewrttK+6K4nwsA3h+2I9813GlL8q14OY7syjubkfCipTwKiXipCa+aludBGxqKXhaexqOU4U1dNaiMTUehrnp/vVvaj0Nc/P96voMN8COaW4Rn5q0ov9WKykPzVpxn5RWsxIvWY/eV0tq2VArmrI/vK6W1+5Xi49aG0C32qndH5Ktg4FU7v7leVh/jNW9Dnrs8mqhPFWbs8mqZNfT0fhOZ7lm3qR6it+gqV6U9wResu1bURytYlp2rXgbivJxiNoDbsZWsJziQ10FwAUrBnGHNXg3eNgqGnaZNs/P8ACf5V544VZpFA6EmvQbBswuP9muClSN5n3Bl+Y8134PSozuwmxWPz9GX86aUZR94fnVyK2gVt2wk+9Ne1iLbzke1enzo7SkUkf+MYr1b4YoY9AuATnN0x/Ra8zNug6Zr1D4bIE0S4Ven2lv8A0Fa7MC71Dzcy/hGT8b5TF4LtmWNnP25OF/3Xr54kvJOSLaUZ7EV9GfGbjwjbH0vY/wD0Fq8JkVyvSvRqySlqcGGT5NDFF7KOlvIKY11P/wA8XrVkT1FQMmO5qVKJrUi7bntGnOX020J/54p/Kut0blFrjdJbOl2ee8S/yrtNGHArshsea9zpox8gpw4PWkj+4KcRk1QgPSmmnGmE0CM3UfuGuMvz87Cux1L7hrjL/wC81MDNJy1XbY/MKpDrVq2OXpCNMGtjSDmSscVraQSJeKYzrYvuirA6VViOUqyn3RQBSvR8prlb45JrrLsfKa5HUDtdqAM+lT71RsafH1pgXRxDS2pxKKTP7mltj+9FIDp7MYANXyMrWbZthRWl1FMDA1NPmNZtmcXGK19SXG41hoxW4GPWkBt6xIyeGL2RUMjLbthB1bivnp9dv1+7osy/U19D3OTod3n/AJ5N/KvGHiHzE9jXnYucU1zI9bLotp2Zzn/CQ35HOjyn8a7L4XatcXfjWOGXTngBglO9v+A1kkKOpxXVfD7aPFMe3/ng/wDSualWg5pKJ14qElSdzE+LT7fGzrtJ/wBGj6fjXASyEnhGruvi5IV8dyD0to/61wLysfatanxM56P8NehG5JU/KRVRxg5w1PlmdPeq7zuRiiKM5npPhH/kXrf3Zv513mljCiuF8JfN4ftR/vfzrvtPTEamvn8zdmyI7mqDSk8VGDzT2OVr517mtyNqjf7pp5qN/umtYAYOotwawJ2+at7UPvVgXP3697DL3Ec09xiH5q04fuisqP71alv0FbzWhKZftDiSumtDlK5e0/1ldNaH5a8THLQ3gXB0qpe/cq4OlUrv7prycOv3hrLY5u5Pzmqpqxdn5jVYHJr6ekvdRzstW/QVI9RW55xUr0pbiL1p2rVh4ArIsulasJrysV2NoE0wzHWBeDDNXQScrWHqC7QTSwT1sE3dk2lsTkH+6a4WWU/aJQVY/Me3vXa6Y2HFclcL/pMw/wBsivTwytNnbhGVRclT91qcLtXGMNUycDDItLhP9kV36HeR+apFenfDjjRbgf8ATy3/AKCteZkKOmPxr0v4cEnR7nJB/wBJbp/urXdgP4p5mZa0jP8AjJg+EIcjP+mJ/wCgtXhLuSuBXu3xj/5FKD/r8T/0Fq8LIrtr/GcWF+ErSH5agZv9lqsyDioXHy4qYK7Nqj909d0YZ0iwb1hWu30QZjFcVoHzeH9PP/TFa7nRR+7FehDY8qT946BOEFOHFNH3RS81RLYE0xjxikY0zNMEZ2pH921cde/eeuw1LiImuOvT87CgDOqzactVU8VPakiUAUhGsDitbSD8+KyQfkzWnpRxKKYzroPuirI6CqkP3KtJ9wUDKt2f3bVyWonmusvR+7NclqH3jQIzW+9UkX3qjboKfH96kIuk/usUWp/fYY0mP3VLbD96KYzobQ/LWohygrLtR8taMfKCgChqafI1c8xxKDXT34zCa5edSslAG5M2/QLo4x+6b+VeMS3KEMAO9exROX0O7yekTfyrx0pGGOfWvKx+6PYy12uVt6H71dZ8PWT/AISuPZ18mT+lc0RDmup+Hyxf8JXFsX/ljJ/SuLDJ+0R3YyV6L9Dk/jDdwQfECZJHCt9liPP4158+pWwP31/Ou++MtjBP4+lklRmb7LEOPxrzs6ZZsf8AVSD8a9WXJfU8mn7TkVhr3ts5zvFQPdW5+64qw2l2gHCN+Jqu2nwA8KaF7MHznp/gmRZtBh2nO12Fei2QxEK848AxKmjbF6LIa9LgGFFfK5q1ztIqBZFBPy4pBSnpXg2NUMJpshyppx5pknCGtKe4GBf/AHq5+6+9W9ft81YFycvXv4bZHLN6kcZ+atWA/IKyk+9WlbH5cV0VFoSjRtD+8rpLI/KK5m1P7yuksj8orxMctDemaAqnefdNXFqnefdNeRhl+8NZHM3f3jVYHmp7z/WNVZetfUUvhOeW5Zg+9Ur1DB96pX7VnLcEXrE4rVQ/MKyLIZrTBKivNxKuzaOxcflDWHqZxGa10YtGax9XQ+SajCK07BIp2V5FawvPO6pHGNzMxrhr3xRpMt7NILtcM5NbOpxi40K5t2+7JgH8643/AIRXTD3Zvo1fT4WlRs3I3oc+8TR/4STSv+fxaQeJdKPW9UfhVZfCOklc4k/OnL4R0on7kn/fVdHLh/M6eav2Lb69pR/5iEdev/Cq5trvw7cS20okUXTAkeu1a8XfwjpQA/dyf9917H8JdNg0vwxNBAhVWumcgnPO1f8ACunC+x5/c3OHHOpye8Vfjcsx8GWxhYKRfR5J9Nr189mLUP8Anuo+vSvo/wCLih/C9uGGR9sT/wBBavEpLVCvStq0+WRhhl7hzTx34XmWOoil9/z1St54Y14K5qu0aKeFpQndmtRaHrXhuJ4/D2mK7ZJgWu+0hcIK4fQmL6NpuccQLXf6YMItdsHoeZPSRqjpSmkzSk1ZJGwqPGDUj8E00D5aAMrVTiE1x9798112qn5Wrj704yPWgRnmp7Y/vQaqSEjoasWh+daQGsDmPFaelH96Kyk5StTTP9YKYzrrY5XFXl4WqNp92r46UAUr45iauR1A/Oa66+GIzXHahy5oAo9afF96oixHSpIjlqBFxfuGn2/+tFRhsLToD+8BoGdJa8rV+I4IFZ1ocxA1oRno1AEV6mYjXK3mUmwa625O6M1ympcSmgC1E7HRbwKwD+Q+3Privn/7Prbsf9Og6+9e/wCnDzLOSPoWQivK5LeBC+V6MR+tedjZuGtj1cuje5y4stc7Xtv+ZrtPhhbarB41ia6uY5IfIl4U98DFZ4aNCEXP1rqfh6SfFiA54hf+lcdCtzVErHdjI2pP0MD4sEjxzLx1tov61wLn2rv/AIrkHx3Iv/TtH/WuGkVdhycV01PiOWiv3a9DOl3HpVN94NabqAOCDVWVB1LilEmR3fw4JmsJgeMSV6ZCMKK82+Gh+S89mBr0pflUV81mj/etEImX7wpX4poOaJDg4rxetixM5pk5xEaeOlRXP+qrWn8QHOX5+asG4PzVt35+asS4Pz172HWiOWe4xT81aVt93NZan5q0rboK3qbCRoWp/eV0tj90VzVr/ra6Wy+6K8bGrQ1p7mkvSqN8cJV4VRvvuV4+G/iG0jmLs5lNVx1qa7P701UB+cV9RS+E5nuW4T81WG6Cq0X36sN2qJLUaLVkcNitdlOOKy7MdDWxHygry8TKzNYhb9waranBvhbA7VZQ4kxUk67ojmuSNTlmmU1c8+1CPbZyr0wwrNGw/wACfhXS6rbCVZYwOWzXILKB1fNfTYaXPE7cHtYtECgSMD8qimJNlcfIamR0J4xW8tjuHbmYDeoxXqPw350SY/8ATw3/AKCteYFgfSvTPhoGGhT7iD/pDdP91a6sB/EPLzL+GV/iz/yLFv8A9fifyavFnZth3V7R8Wzjwvbn/p8T+TV4mzA9812Yn4zkwvwFVyGc1XcHdwcVZcgscAD6VA55rOD1NJnq3hUtJodhkZPl4r0Wx+VE+ledeB902h2ZHbI/WvSLVcAV6VP4TzanxF9aGNIvYUN8ozWhmyM5JpPmI4pc5NA5NLqIx9WPymuPuz85rrtWP3q5G6PzmmwMyQ/MasWx5Wq8h+Y1NbnkUgNeM/JWnph/eisqM/u60tMP70UAdhZHK1fB4rOsDxWiOlMZTv8A7hrjdQI8xq7G/wDuGuN1D75oAod6mhHzVXLc1LEfmoAu/wAFEJ+ehfummw8SigDpLNswir0TcVnWn3M1aEhFAFiY5jNclrEgWUZ9a6wrmI1yHiBMc+9ADrfUUsdPlnkf5VBUD1OOK8+lVpZXct1JbpW1rU5XSVVe8grnRL8o3ng9q8bHTd7HuZdH3WxjOVb7yj611Hw7lL+LUBYZ8h8cfSuWdkYdM10nw6dP+EwjCq3+ok/pXHhf4qOvG/wX6GT8V1/4rmVv+naL+tcDMy/d3rXf/Fkf8VrL/wBe0X9a8+eJC3SvSqfEcNGX7tehVkcDOD0qnLMWPAFXpYQKrMkee1KKM2z0L4Ujcb8f7telV5x8JhGJdRB5wor0mRP3hr5bNnau0KIqnBpZOSDSKMUr815JYgHFRXRxFUyiq14cKa1pK8iZHNX7fNWJcn561r9vmrEuGy9fQ0FojmmCnBrStGyKyQfatOxINazWhKZp25xKK6ax5UVzEH+tFdLYjCivGx2kTopmohqlfnCGrq9Kp6j/AKmvHw2lQ2lscpdH52qon3s1Yu2/emqZbBr6imvdOUvR9c1YPSqcT5UVaBylTJDRq2IzGK04SBiszTfmXFaYQIeK8XFP3mbRBgVlq3jMdUpHarUJ3x8Vw1E0rlmLqFuFuFPTNcPq1hFFq1zs4UtnHpXpU8KycGvPfFapFrjjOPkX+Ve/ltZyXKdOGdpGYsEQOc1KsaVQkmjjUHJJJ5+lTpKrjdETXrcjO7nRZ8lexb869S+GSbNAuAM/8fTdfoteULIwNer/AAxYvoFwf+npv5LXXgoWmebmX8MpfGS4itfCNvJKwVftidf91q8GbU7AsSJq95+MsUU/hG3SVAy/bE4P+61eFSWFiFwLVPyrsrcnP7xw4bm5NCs+rWY6S1AdVtT0kqeWxsyvFuo/Cqp0+1/55AUlyGslI9l+Gk63fhuKSLkLIy/rXpkBworzL4RIieHJUUYCztXpyL8oxXbD4Tz5/EWkOWFOkPy1HGKfKMLmqIIjyKUGkFKBwaCTC1diCwFcncnDGup1Y/M9cpdMMtTAzmPzmp4DytVyalhPzikBsRH93Wjpx/eisxP9TWjphPmDNMZ19geK088CsuxPFaa8nFFxlO/P7s1xl+fnNdlqR2xMa4q/OXNAiiThqmjOBVYnmp4zzmgC+gzFmmxffojOUp9sA0uCKAOgshmEVOykVFYgADFXXXchoAkh+aOsPXbLfCzYratv7tN1CENCQRnIoA8h8Rypa6bE1wwjUSdT9K5f+2dMHW9i/Ou88T6ZFqGmzQvGHVDv2n2rhG0LSx1tI/yrysUqan7x7WBlLltEada0v/n9i/MV1nw1v7O48ZRpBdRyN5Lnap57VyDaHpY/5dY/yrrvhpplnaeMo5be3RH8iQZH4VjQ9j7RWOnF83sXfsc38ZzqB+Icv2Vf3f2SL8+a88K6xzxXrXxWhD+NpDty32aPn864Ywqq5xXVOtaWxw0qcnTVjmWj1U9RUBj1ANgrXUOuTnFVZU5yKFW8hSpSOs+D08sGpXdrINpkiBU/SvXnTNeGeELlrDxPZzHhC+w/jXvLJivlc8VqvP3CKsrFfbTXX0qYjFNIzXhqRZEoqpen5TV7YQKp3o2wnNdVDWZM9jkr8/NWPORu4AH0q7qNzmYhOfesWaWYt/CDX0tCm+U5ZE4YhRWlZkdfasESzDrg1r6ZNv4b8q1qQtElGzbt+9FdTZH5RXL24jMorqLIfKK8HG6o6KbNJTxVPUP9SauqM1U1F1jt2Ldq8jD/AMVG0tjjrtvmbgfjVHfTryWSR3ZOFz0rPMkmeCD9K+spw905L6mrC/y1bySgINZFvKcAMcGtdeYhUTWpRe0y52sFJq/aeJtNuYbqVWlEdtnzHaM7eODg96wo/wBwWd+gBrMspDH4AuPMu4iLuU7Is/Nln5HvWP1SFS7kVztbHUy+JNJRZVN4gMab3yD8o681Z0/xBpU1t9oXUIBEeAWbHP41wpS4PhnWWxCI5bpYoyPvZyBz7VnWMAOpSR3IilaNp3dAPkJRABim8uoyhYSqSPW3mjfy3jYMkgyGByK8U8Wy65e+JbyW2jZYlcouT2FeqeHF3eGLBTkN5Y/CuV1WJ/7TuPlB+c9azy/lw9WUbXO2jBz6nmxtvErMTtb8xTkt/EysAEP5iu5EBJ+cIB7U1rdgfkxXtrF36I3+rvucNIPEsZwUb8CK94+CJvf+ENuxfAiUXz4z6bErztreZmySuPQ16t8LojF4dnUgA/aWPH+6tdeGrqpOyRxY6k4073K3xiBPhS2x/wA/if8AoLV4c5xWt4v+OI8WaSlifDn2bZKsu/7dvzgHjHlj1rhm8Vox508f9/j0/KtK9KcpXijDDV6cIWkzeZgRg1DKqBKw28TqxB+xEY9Jv/rVHJ4jLLhLQA/7T5H8hUqhPqi54ik9me+/B0LJoV7jnZP/AEr0rGK+W/D3xZ1TwrZS2+ladZkTOWkNyWf2GNpXGOeuc57V1Ev7Q+oHTVjh8P2qXwVQZnuGaMtxuPlgA4POBu4464rtgmo2ZwVJJvQ9/iOG5qWX7lfP9l+0Rdx2sa3vhyGe5Gd8kN2Ykbk4wpRiMD3P4dm237RWoia4N74ftZoWbNusNw0bRjJ4ZiGDnpyAvQ+tWQe9g0/opNfPdz+0LqrX8L2uh2cdoAvmxSys8jfNltrgKFyOBlWx79K0P+GjPlx/wivX/qIf/av8mgD1HV2/1lcndYPSvPZvjlf3WnmO40W3a8Kn96kzLHn+E7ME4AxkbueeRnFZkPxYuzCwu9KhkkJ4aGUxgDjsQ3PXnPpxxygPRGODUkL/ADivMX+J0xliKaWgjGfMVpyS3HGDtAH5H8Khb4n6sJGMNnZomTtDByQM8AncM0CPa4izRCtPTeJQO9eL2/xgeKCNZdEV3C/OyXW0E45IBQ4HoMnFXIPjb5Egf/hHt2P+n3H/ALTpgfRViDgVpKcGvnq3/aJMH/Mr7v8AuIY/9p1aH7SuP+ZS/wDKj/8AaqQz3DUeYGrh79sOa4G5/aO+0Rlf+EU257/2jn/2lXYQaj/aukWeo+V5X2q3jn8vdu27lDYzxnGetMBM81LGaqb+anhbJoA0oSdtTWnM1VoG4IqxYnN0BQB01sAqqatdRUEUbeUKmjyowaACBtkxBq5MoeIjGao5xMK0CMxg0Acbe2yrflWTMbDBH1rynVA9nq13bKMpHIQua9vvdPkmnR1wNpyc968r8SWqt4jvgXDASdvpXm46Glz1cuqPmaObEsp/hXFdf8O3DeLo8f8APF/5CsIRRqu3AArpvANskfimJ1bOY34x7CvNwy/eI9LGu9F+hm/E5R/wmUpIyfs8f9a4SVT6V3fxNOPGcn/XCP8ArXDS5PSuuq/eZy4f+EvQpuMVWcN6VZkByaryfdIoQpILaQx3cEvZJFJ/Ovoe2lS4s4ZozlHQEV86Ed69q8C34vPDEChstD8h9q8fOKLqU049DOx0LDmm9KztT8RaXpW5bm5USL/AvJrjNR+Ji/Mmn2QJH/LSTv8AhXiUMvr1VewM9DkkRF3yMFQdSa4XxL440q2V4LZ2uZOn7voPxrgtX8Savq/y3V04j7RrwKw2jcjkV7uDyuNH3pu7Ikro0L3xLfXTMIdsCHsOtZsl5dSAb7iQn1zSCJ89KaYX9MV7cVFK1jLkEW8uom3JcSZ92rrPDOs/aGeK4ZfOVcqem6uTFuG+8SKXyXQgoxBXlT6UpwUlYXsz1e1uUEoy+w+hrr9OuYSn+tU14vYeIpoRGl1B55XuDya62x8f6XCoD2Fxn0BFeNjMFKatFFQ0Z6hHIrrkVxHjnxdbaMiwIRPdP91QeF+tYmsfEyae1aDTLd4XbjzZOSK87uPPuZ3nlLPI5yWascvypU5+0q/cayd0XD4p1eWYkyKu7sF4FTQa9qKsfMKOP9oVjvA4GcVcRGdcivelGFtEYxp9zctvEb7lWeEbM9V7V2VndLPapJG4ZD0NebJA+8VdtJLm0k3QyMnsDwa5atFSWhXs+x6lZyLKu2VFI6dO1XtM0TSVbMdjH8rZG5ejetcJp3ime2bNzbCRe7KcV0Nr40sU+eSGVR+deViKVVK0SlSZ0TeFtIkWZGt22TNvZd5xuznNRS+CtHkhjiSOSHZuwY3ILBuoPrUUXjPSpFzvlH1Wrq+KtKKj9+f++TXluWMi7K5oqPkTGJLC3jhiXEcaAKK4XWpdusXIQ8bzxXT6h4n04IfJZ5XHQKK4p0a4nkkdcFiWruwVOWsp7nTQi0xyPu5qXGR1qBbRmGeR9KkihcEqctiu9naPKenNenfDUf8AEjn/AOvlv/QVrzPGG216b8N+NFuB/wBPLf8AoK134B/vTzcx/hHxtRRRXuHhBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfSuhADwjouWH/IOt+n/XNa+aq+jtGmjTwlogY/8AMPt//Ra0AXTtB+9UsJ+cAHJrOa7h3kfN+VWIJ03Ahvy60AbETH5qltZfLuAaqW7l/m7UsjFJMimM7yylEsS49KtFMVheH5WdRk10ePWgDPnyjZrQtn3xYNVb2FmhYqORTdNnBjCseRQBLLnec14t4jnSfXL6aPkbuD9BXsl6GMiOjdmBFfOl9FrS6jcqIrbAlbALe9cOLXNE9LAaNsvm/iCrkHcRXVfDy5SXxZGqMf8AUvx+Vef7Nb/54WZ/4FXZ/DJdQHjSL7RbW6R/Z5MmNyTniuChStNO56OLl+6foTfE5AfGEh/6YR/1rhn2jqy123xObHjKTJ/5YR/1rh5EVssaut8bM8Mv3UfQhdVJPzCoTCp71OLctk7gKNiqfmINSnYtoqvCtWLTU7/TreSC0u5Io5Pvhe9OKRnrxUZhQ0PlktTJxKpG9zJI7SOerOcmkZEXnFXDaQj7xB+lNe3tx0prQXKUiA3GKQx5q2IYR0NKUQdKpsnkKqW477vzoMAHrVjfjoQPrTS5ZsfLRdhypEBgWk8lcVO5VRywzUYfNF2LlIjCM0ggH941YABpwRR1ZaLjUEQCAdz+NOEKf32q0IE253A/SoxGvmZHSk2LlI1gT3NTKiqAF4p6BScGpfLX0ouUoEAiQvvJIPtU8WA2c5pwRfSlCIKnmLUSTO4YAzViBfkqGMIGyc1aj8tjis5FpE8ajHFWEquNgFTK6BKwkjWKHlm/hanLIR15+lNRkxk0/eh6ECosaJDxKR7CpUud3AXHvUIMROC4P0pyohPytik0aJErAbu5r0v4df8AIHuP+vlv/QVrzCVhB15r0/4cNu0ac/8ATw3/AKCtduXr96ebmP8ACPjWiiivdPCCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+htCwPCOlNj5vsUHPf/VrRRQxoeQDyQM02P5SWHWiikWbenOzQDJrQVFaNsj0oopks0dHkaO6CKcLXaRcgZoooAeQNtZ7xJHOdoxRRTENm7V4fqv/ACFLn/rq386KK83G7HqZfuyqpNdV8PP+Ruj/AOuL/wBKKK4cL8aPQxf8J+hW+JihvF8mR/ywj/rXETKFTiiiuqr8TMKH8KIsSho+aQRITyKKKx6liNEnpTWiQdBRRVkjfLX0phjXPSiigaHCJMdKRo19KKKYiN4I/Sm+RGOgoooEyMRq2cjNN8tcdKKKRInlr6VH3oooGi3H9wU08DgCiigAX74qUk0UUFIeCaM0UUmUOFShivQ0UUikPWRvWpBK/rRRUM0iS+Y2OtHmN60UVJqiZOlTRE+YKKKxmMdc/vHXdzXqvw1/5AU//Xy3/oK0UV14H4zz8x/hn//Z", "path": "000534.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000535
Men Tshirts
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VxdeULe2tUPG6aYZpFHc3DhUJryb4g2cpvIpv+WUikZ9DXUi41K4AdNRgdiM7U5Bp2rWJ1Hw7cLcxjeIyR7MB1FJaMTV0eKpCYZVJxwc19f6aqppdoqY2rCgGOmNor5Pis5r2ZYYF3SnAA7CvqnQ7uG70i3MMgfy0WNiP7wABrqTWxySi7XNOiiiqICiiigAooooAKKKKACiiigAooooAKKKKACiiigApDyKWigDxPw9pMln4p1YSpgMnTHq5z/Kp9ZtNRIkjtDAijG1ZItwb1zXXatbi28QTsEAWVQwP8/1p6RJIPmANcrbiztXvao4yx0YWl1azrHCX4Mhjj2AH2ro9et476ySGRFYZzhhkVZuUUOiKAOaiuW5XPYVLZolocSuj6laXcTWUtvDGSfMzCCQM9vwroLG0uZ3dboB0B+VyuCR9K6GCNDGCVBp0m1VO0Ypt6E23ZwHxBsnl0y3MKlmSQDA9+K1fBOiyaTcafJDLhpZAJAv8QxyDWjdKs8qoy7gGBx9K6bw9ZIZTPswIshfqev8An3qo3dkRJpJs6aiiiuk4wooooA8Y+IegyXd1euqs8rThox7YHStm0sxHpVvbgDMcSqPwFdB4rs2+0RXK/d24PHU9Mfl/KsiBhgVyzVro7IvmSZympaVqc/yx3zxEvypQFNv5VNpmjrZajHIqhkBHzFAp9zx712CrGw5AzVKUq1wFUdPSpburGijZmZ4rtF1GCKA9snGeCcVyNvot3Y3zeQln5AXIdoyWJ9Pau4uTuuUB57VdFvCUBZBmmpWCUTn7OyDWzTSQLFK8ZRgB1rG+GumXdr4ht72IlFaYwn/aQdf5fpXY3JVVwPStvwfpUUK+ese0R5VBjHJ5J/z61ULsynZXbOwooorpOQ4P4m6Q+qaLGUGfLLgj6jj9RWWlkzaLBAjFJFhVcjqOK7/WbQ32k3EC/eZcrj1HNcdbt8iq3JHBrmqqzOmk7peRzcHhwx3z3DvcurLt8tpTtz61vaJC1lDJEWJwcjP0rTYr5ZOMYqnCpKO45zzUNtnQopGNfaOuoSOSpOSeAcdar2PhP7EqJEZFKtuLs5JPt9K6C0P77Bq+8gC0J6WBrW5lXNsgtHhx95SprlfDHhtbK1uzPFukk3bT2xnGK6y8l61p6BYvNNGWX91HhmyPyFEddCG1F83Y6fTIDbabbQEYKRKpHpxVulFFdi0OJu7uFFFFAgooooAKjljWWJ43GVdSp+hqSigDyiy0T7Poz6ZKCCk0ikdP4zTLPw3b2S3Pl20aeecuw6/h6V1erRfZ9XlOOJMOPywf1FVbmVEtyzEAdK5W3FtHdBcyuVrJPs+krACcKNvNZdz4ZtdT/wBbCj8AfMPfNaskkUVsGaVFUdcmpbCVXUsrBl7MDxUp2Zo43RTh8PxRSRuyqvlrtUIMAD0qe9RfJaPAwRg1oPLhcVlXkvOKTd2S1Y5fwv4bTT72a5liEgeYhTn7q9j+den+FrX7NZTELtV5mIGPwrn9KtJrgokYPz8+wHrXdQQrBCka9FGK2pq7uYVZJR5US0UUVucwUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGH4isfOtRdJgPACT7r3rn4Zwse49utdtcoJbaWNujIQfyrzu3mDpgkehFYVl1OmjJle+1WdL1GghMqDhweMe4qN9Ru7pldYo44wQDu5J/KnzWswcvFMQp5wVBFRwx3DAoJYh6gR/8A16xR1La9zctrmNolVWpLh8A81Rt7doCC8pY5zjAFFzcqq5Jo3IbLej2L6jfsMgIi5Yntmu6ggjt4VijXaijAFc14KBe0u5yPvyAD6Af/AF66mumnFJXOOpJt2FooorQzCiiigCteWkV7bvBKMq3p1HvXBXEBs76W337hGxXOOtejV5vrM+zX7sN0MhrKqlY2pN3sSS3HlR55OewrBm1G7huzNHGGh/iQ8H8DWq5SaPY3INZ09pJCjFbh9vYN8w/WudHZF33IhqdzPeRyyxJFAfU5b9OBW2tysqZU5xWKtvNOoH2j5PZAKux7YEI3E9iTR1CTsXLOzk1LUI7VGC5yzE9gK9BtbaO1tkgiGFUY+vvXJ+C1Sa8vJ+vlqqKfqTn+QrtK6acbK5xVZXdgooorQyErjdbs0sdSDRAhJRvx2BzzXZVyHi6+g3WwjkR2QtvCnOAcdayrW5dTSk3zGRe3DxwnaVAIxljxWJEmoRLsS6JjY9gCV+hrW82OVApIKt2NVJrGOMKUiB56DiuVHdF33Yts39nyE7iwc9XfNayz+ZDuPXpVGCyhRPMMKg/SlecIn07U7ik7D1i+03sMAP8ArJAo/E16Jb28VtEI4kCqK878PlrvxDatj5UfP4gGvSq6KKVrnJWbvYKKKK2MQooooAKKKKACiiigDnfE8WEtrgD7rFCfY8/0rktXJe32u7LE3UgZru/EEavotyWGSi71+orhUuo5toPQiuastTqovQybeK0idFM4dFHyhyTj6A1qWt0ImEcJJXthDgUrW5MymPGO/FXdoii7ZrO50O3QnaTMYJHOOayryQD8aknuxGp5GRWbGzXcxfqq9Pc0LuZtnpWiWi22l25wPMaMMzdznnFadR26eXbxJ/dUD9KlrsSsjibu7hRRRTEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACUGiuW8deIDoHh6R4ZQl3P8Au4fUHu34D9cUm7K5dOm6k1CO7L2q+JdF0xjb3mp20U7jasTyDcSeAMdea84uZWsLgu2QjdfauM0bRX1jXYb+aQ+VbyB2GctI+cjJ9O9ej39gtzbH1rllPmO6eHVCThe5HZX6SoFyDV6MQx/MMe9cYbe6sJiYuV/unilGqX+/CW5JPXLVF0JJnS3upQxAktjFZaTtqM+E/wBUOrevsKrwaXeX8ge5bC/3RXQw2C2sAVVAAFNPsS13Ow8KxCPSMj+KRj/If0rcrifDHie0/tFtBkUxXC5eNieJc8kexH64rtenNdcH7pyVYyjLVbjqKKKogKKKjlkEaFifp70ARXF7BbD943PoBmvPNbC3d5cXEfKs5ZTiuj8RvJDbRuozvbaW9O9YcaBo8HnisazWxvSj1OeW+2Ha/BXtV+K6SdMORiodQ0xWYkcfSsporqAbVG4euKwujdJrY3ZLmKCIlRkHnislrwzuY4gST+VQxQ3s+EbgVt2umrbQ8AbvWhWB3Or8DwCHT7n1MgBP4f8A166uuK8MXrwXUtsD8m3zCPxxXaA5Ga64fCjjn8TFooqOSVIl3OwUe9Dkkrskz9UnYIYkPO3cQO/tXmlu73uo3285A2jAHAPJxXoEk4nvGcD5TwM+lcklibPWr5NuFZwye4I//XXz6q+2xbd9Fsd1JWhYwpbiS0kKODtHQ1oW2pKY9zcn0q3qOnrMNwHNYjaTJnEZK89M8V33cdCkjUudSHlZVgMispJbi+lKpwh6mprfQmBBlYkehNbtrZxxR/KBVJtiaF0SRNOvYXIG1Ac5PtXf21zHcR7kPTqPSvN7uVLZ/m4Ugg/iMV0PhO9aextpSSQ37sn1x3/SsfrUqWIVN/C7fezOpTvHmOuooor1zkCiiigAooooASqd/eiziyAGc5wDVp2VFLMQAOpNc5dXIu7hmHCgbVB9KTNqFPnlrsc/eeLby+k+xbIvJmBVsLyB+dc5etJaT5UfKea2DYLa6iygHJYtk+napryxFxH05rknJtnZNRTtFWMyHWFSNTuHvk0y81lCv7uTJ7AUh0ZWYhlwfXFX7TRbeAbyoJ69KlNisjHggu718uWVCenrW3DCsCooACgjP51fghTsKgv1CRtjjiqXmS9T0KC4iuIhJE4ZT3FTVwPg/UJVsYpJGO3zGjcH0DED8q76utO6OStS9nKwUUUUzMKKKKACiiigAooooAKKKKACiiigBKKKq32o2mmwGe8uIoIh1aRsCgEm3ZFnNRzTRwxl5HVFUZLMcAfjXnmu/Fazt1MWkQG5k6CaQbUH0HU/pXmms+J9V1uQteXcjr2jBwg+gHFZSrRWx6NDLKtTWfur8T13XPiXoulho7ZzezjtFwgPu3+Ga8d8S+J7zxHqRvLgKgVdkcSZ2ovtmssktyTUZX5iK55VJSPZw+BpUNY79zpPCV8sOoiJm+SUcf7wr1GFRJGBXhNvKYJQUYjDAgj+E16z4Y8Qw6pbLGzhbtBiSM9/ceopR7HNmFF39ovmaVzpyu2QKjiso0GSgzWyQGXNV2i607HmJleCL5+nFSXWFjP0qeNNgrL1m9js7KaeUgKi5x6+1OwJNuyOB1O+az8YQ3kbYeF4m49Qf8K+gbe4iuoI5oXV43UMrA8EGvmC4uHmuXnkPzu241ueHPE3iDTtQjt9IkmuN54tsGRW/wCA9vqMVVKpY9HGYJypxs9Yo+i6azBRliAPesrT7++m0+J721jtrth+8jWTeFP1qRmZzlmya60rngtWdizJeAcRjPuagYtIhdjlqbT4zhsdjVpWJZWvrQajpzw8b+qk9mHSuXRWjZkkUq6nBU9q7DaY3yvQ9qq3unRX3zriOcd+x+tY1afNqjWnU5dGc3JCHXpVb7MuTkCtSW1mtm2SoVPr2NVmUZrlasdKd9ipFbjzMgVPIvy4FSouBxVmCwe4YFvki7uf6e9OwN23Dw7YkSz3jDAK+Wn55P8ASunhuo1g/eMAVOOe9Z5lSOEQwLtjUYFRZrlr5nSpR5Ker/Aw5HJ3Zdm1FjkQrj3NU3Z5G3OxJ96bS14VfF1az95msYqOxFGCNp9qbf2gnC3CD51GD7irMaboh7cU5cocEZU1hCrKnNSRojG2Bhg1A9uqnIFalzbeXJvQfKevtVZ1r6WhVjWhzREUSmSBU+AiYp2znpSSKTwBzW2yAxdRt5LmRI4gS7MABXUWMKaTa2cC/MIsZx3PeiysRB+/kH7wjgHsKcf3s5PZRXg4vFJ1ly9BvVWOgguobgfu3BPde4qfNcsCQQQcEdxV631SWM7Zh5i+vcV6mGzWEvdqKz79DllSa2NuioIbqKdco4PqO4qpdarHESsQ3t+gr1YyUldPQmMJSdkjQZlVSzEADqTWdcaxHHlYhvb1PArKuLua4P7x8j0HSq+DVXOunhEtZk013LcODI5Iz0HAFVpC0Um7B2nvTiMipVHmJz3pHZGKjsVbmFZwk6csvB9xSxgEDNKoMEhHJU09o9vzL0/lWU4X1RnVh1RFJAvUCoWTjFXR8y1EUOelZWOdDY02JWdqPzRt7CtRhharta+ewUj5T1+lO1xxV2RafD9j0iJTwzDefqTmuqsdXhmVY5TskwOT0P41zc+ZpvKT7q9afIMMAOmK6FojoqUY1FZnbZHalrjoL24tsGOVgv8AdPI/Ktm01uKTC3A8tv738J/wqkzgqYacdVqbNFNRldQysGU9CDmnUznCiiigAooooAKKKKAEoNJWZr2sw6FpE19NyEGFXuzHoKG7DjFyait2YHjTxsvh0LaW0ayX0i7vm+7GOxI7n2rxvVtZvtYuTcX9y80nbceF9gOgqPV9SuNTvpryd980rFmP9PoKpDkVxVJuT8j6nB4SFGK097qxGao85JGadIe3fGRUUZyxrM7R6HINNbAYN26GnBcOaUjIIP60AVZJUjYgfMT/AAryaZBeXbzgoTbbDlSh+f8APt+FWzEu3GMfSoShVww6g800zOUW+uh2en+P9She2inaKSFSqyMyfOV7nPrivUNgcbgcg9DXg7lJIQhTnruzivYPCepreeGbaaV/miQxyM3Ypxk/hg1cXc8vG0IxSlFWNS5kjtbWSaV1jjRSzMxwAK8W8W+NH1K8K2sXmWER4B+VmP8Ae/wqfxl4suPEd29tA7R6ZG3yIvBlI/ib+grF0jRbjWdTgsLRMyStgZ6KO7H2A5pt3dgoYdwXtJOz/I0PC2mXHjG+MFgCipg3Ekg4hHqfU+g717t4e8N6d4dtPJsov3jD97O4y8h9z6e3Sk8O6BZeHdHSwsYwqqdzvj5pGPVm/wA8VspXXTpKGvU8zFYypW91vT8xQtLinjpS4rU4xmKMU7FFAEikOuD1FNfbGpZzgDvTRkHI4IocbzlucdAegoFYGQXKYlUhSOFz/nmsnUrKK3KNGCFbIOTnmtwDcgqG7t1njVW6Bgx9/aonHmRcJcrMu2sIkRJpi397aKleRpCNxzgYFSXOBIMfeAwaj29x0NfPZlife9lDZfmbQvL3mMIxRinkdPfikFeK9zUbRSjrR3pASwHqPxp5TI4qAEqcg4NLvcj75/SmBI+0L82APeqz24fmPpSmJd+8jLep5q0nKg1dKvUoyvBjM0w7W2sMGnwvbwyL5gAZjhWPTPp7GppwROWOMbcfjn/CoZIUnjaORAUbhge9b4rHVKqUY6dxrzJrh2PyqOTRDF5aY7nrVeGGW2wscpeMdEl52/Ruv55qx5zEcx4Psc1wrzBkOOKMZpyjilxVkkZBFRslWMCo2Arqw2KqUZXQ03F3RBtpMU/OTjvSd6+ow9eNeHPE6Iz5kNp0Z2vj16fWikIPbr2rYu4+WIScjrUTMtqhkkbYg7ml3TnPzRqP9lST+tM+zoXEjku46Mxzj6elA1LoyNbiWRvM8nYnYHr+Pp9KsxsrpnIP0prxLIhTkA88UeWIkGPxqZLQmok46CXLJHHuY4UdaxJtcu7fUIoDp7NbTEKJQ2GQ+4rUZfOlyTwvAFKYgTggGkosulGMF7yux8MRjTn7x5b601xlz+VLtIHysV+hoAPc5PrVhzCYxQUzT8UuKAuS2d/LYvx80RPzIf6V0lrdw3Ue+Js+o7j61yjrkcU21untbpHQ8g9PUelNM5a1BT1W521JUVvOlxCssZyD+ntU1UedsFFFFABRRRQA3IzXinxL8RtqWsnT4Hza2ZKnHRpO5/Dp+depeKdXGh+Hrq9BAkC7Y893PA/x/CvnOR2klZ2JYk5JJ5JrCtKysetlVDmk6r6bDcFsmmq2CV9sipMEVDMMZYD5l+YY/UVyn0GwsnLRke/8qhi+/ilD/vlA5GMj8aWIfMT2oBakmOhzS4oApaChDTWGTmn9qsWVhdahN5NpA8r9wo6fU9qCW0ldlUHC7fSrsWvz2Gh32mxsQt0yktn7o6MPxwK63S/AOMS6nLkf88Yjx+Lf4Vj+JvC9v9uiGkRvI+MPbodxH+1VJNHHPEUpvk3OPjQsM4wW6ewr2L4Y6Ctppb6tKg866+WMntGD2+p/kK8uj026/tBLGSF4rh5Fj2MMEZOB/Ovomztks7SG2iGI4UEaj2AxW+HjeV+xx5lW5aShH7X5FqL7xX+8KXpTOnIqVvmww/i5rsPBFVqfUCHkipQaAHUUZooAKKKKYEsf3aJWEcbOe3SkjODiq9/JwqevJrlxVT2VKUwSu7FMksxJPWnL6evT601RTuor4ybcnc7FsBGSv1/pSAc0FvmU+ufzpx61CdxjMcmg0uOaMU7AJSUtNYgck4AoQC9alTJiO3rVF7vaDsXPuazbm/kU4aVtx6KnFd1PL6tRXeg1G5tjLtlu36mgjFVbPUFkjijkUrIRgnsTVo9a450J0pWmgYmKQ0tFSIbilxQaSkAhprcKSaU9aRuVqrAQgENuPYZoODzUhH7sk9+f8KiX0r1crrctTl6MqDtIMUUuKMV9CdFxtHWg9KB0oGPXjFRzsAlPB9Kp305juYFEZYO+D7UyoK7sTwx7UFBHepMHaaZjFAm9RtJSmkpALSFsU1m9Kgfcec/hQCRK0o6VVLbph6Clz8ppo/nSLtY3NEvTHc+Qx+STp7NXS9q4SKQxSI46qwNd0rBkDDoRmrR5mKhaV+46iiimcwUUUUAeWfF7Uiq2GnK2M7p3Hr/Cv9a8pFdd8S737V4xukDZWBUiH4DJ/UmuQHNcVV3kz6nAQ5KEV/Wo+q1w/l4ParPaqd590isztlsMhZctk8LwDVlSCOBWdanMSnuTmr6HimyabuiYc0EULir+maZPqt4tvCMd2fso9aRcpKK5pbEmi6Hda3deXCNka/6yUjhf8T7V61o+k2mk2SwQRgKPvE9WPqaj0jTINNs47eBNqKOT3J7k+9abcLWkVY8HE4qVWVlsZepW8t0nkw3bW4Y/M6oC2PbPAPvVDytI8NWTzZSCPrJNI2Wc+5PJNbEkbP0qg+naelz9vulEs0Y+QynKx+6g8A+/WqMNOhz9lbXGueONNvjp88NnCpkEsqbd+3kcdRyRjNemr0rK0hxcwPcAHazbVyMZA7itVfuiuqjHlj6nNiarqSS7aDqfGfkZfTkUztQDsfPqK1OYRT8x+tSqarIwJJFWFoAlBpaaKdQAUUuKMUAOj+9+FUb1t1yw9MCrycNWY7b5Xb1Oa8nN6nLSUe5pTWoooPBz26H2pRilxXy7OgruxDFemMmpUbco55qC9GyAuD9zn8KZCwPes43TZRcopoNKzBVLMcAd62SuIa7BFLMcAVRkmaZuOE9KhmuXupcKCIx0Hr71Iq7RXtYLBqC55rX8hjZWATbisyWa3s4pJpSFVeWY1oyDNVXSNSHbBxzzXpMtNWKOl3d1d3f2mW0eC0TmPzDh5D67ew+vNdQj71DA5B5rnDPJczqqLhCepOM/QVvxrtRVAxgYrxMyUeZdxSJ6KQClrzCBCeaaacaYxosAxnA4zzQPm2gHrUUjAdqWJtxAHcc/SiTsgRJM3yf7x4HsKgX7xp0jb3J7dB9KYvWu3A/xY+oL4kS0dqAaXFfVHSMNHanYpp4oGKODTVUGRiehpRy2Kcg68ZpoaGspUcdKb1qVvumoyKGFxpphp5pjUhojao3PHNPYioJGoKQz+Ir2oLfNmoi+Zdg6kVIRj3pFdB2a7yDi3j/3R/KuDgUPcRqxwrMAT6DNegAYGKqJ5+MeqQtFFFUcQlIxCqSTgDkmlrkfHniKLRNBmiD/AOl3SNHEo5IB4LfQA/nSbsrl06bqTUI7s8T12+Ooa5e3WeJpncfQnj9KoqPSoy+5jUqVwPc+wpRUYpIf2rNvG4NaErYQ1j3UmSaEOcrIhtHyCv8AdbFaMbVh27lbqT0ODXT6HpF5rd0ILVOBy7t91B7/AOFOS1OalVSjeT2J9PsrnUbpbe1iaSRuw6AepPYV6voGgRaVZrEPnkJ3SSY+8f8ACptC0G00WzWGFcueXkI+Zz6mtkLgcCmkedisU6z5VohFUKOOlNZqR2x61DI3944qzjB2IzzWfMEaZPOKnLBUVjwWJwKrazr1rpNq087hUX17n0Hqa5zwVdXfjHxsL+5BSw09DLDB2Dn5VY+p5J9sU0ruxok+Ry6I9UiiEcaoOijFSr0IpShX6djSrw1dx5oD7tMY4XPoc04cZFMkPyt9KAM2wuF+0XFqZFMkMh+XPIU8qT+v5VqqawrW2jGp3V9GVLS7UZlOfujGPwOa2o2+WgCypp+ahRs1IDQA+jpSZooAbNJsiYjqeBVADmrEuZJMA8D2phjxXyma4n2lblWy0OinGyuNXmlJxSEFQM1G7gCvMRqMuSrxOrH5SCDWVY3IkTbnJU7W+oq1cTcHmsKxJhku5AdweUlF/AD+dTFOc+WKuVbQ6YTKi5Y4FVZ5nuDtGQnp61VVnkOW/IdqsxkV7uEwSh709xCogQdKUsKceRxUEjBTya9OwEbsDmqNxIoQlzhRTrm7RDtz8x6KOSfwqWx055ZBPcjAByqenua48Ti4UlZaspO2o7S7d5H+0SqVX+BSOfqa2UFNCgcVKox2rwqk5TlzSd2Q3ccBxSEU6kNQIjNQs2Kkc4qrM/vSGRTSZOB17VMiER7MjP8AEf6Vnby98qg8Ku41pI3y1EtZW7DEYgdOn86YTgZp7VE33CfSvSwDtWiJfEiRWqQHIqornNTK/OK+nOsmpjGms+KjLEmgLEgY5p28+1Rr707AoEODE8GikGaCcd6AENQuakZqgdqCkRu1VpZAqliRgDJqV25rL1GXc8UABYMdzADJIH/16RdruxYtuQXP335Y+ntVo9KqW7cDAwPSrqDI9qSKkNQHdXdWcwntIpR/Eo/OuIHPsB1NdL4buhcae6j/AJZyFR9OtWn0PPxa0TNqiiiqOET0ryL4kaXq+q655ltZ+ZBBEEXawLN3Jx+P6V672rk7iTzLuV/7zGsq3w2OnCTdOpzo+fZ43imaOVHSReqsCCKRZinXDD24Ne56loun6xFsvrZJMDh+jL9GHNcFrPw3ki3S6ZeI6j/llOdp/wC+uhrlse7TxsH8WjOGnnDLwfwPBrJuZOtdND4T1q6mMP2TaAcFnYbfzHWu18O/Duz06Rbm+IubgYKgj5EPsO59zQhV8TG2jOR8G+AptTzfaokkNq2PLj+68nv7D9TXrWmaXbabbrBawJFGOyjv/WrscKquB0p/Ciq3PMlUctBQMD3qQHjOeKpzXKxDnrXGeLPFc2nweRbsDcy5CL2Ud2NCYoQc3ZGv4g8b6RobGGWVpbjGRDENzf8A1vxrib74mX1ypTT9MERPR53zj8B/jXKeXvlaaVjJK53O7clj61Mqjtik59j0qeAj9pjbma81O4FzqNw08g+6Dwq/QdBXpXwtb7Al9dSA+TKyxcdsc5/WvO9teoeFrf7N4dtFxgyKZT/wI/4Ypwk1K48dCMKPIluemIVkQMpBVhnjoaY0fcflWBYahLaAKfni7r6fSt2G8t7lcxuM/wB08EfhXdCopHzsoOIxuKw/FOqf2R4cvrwNiRYysf8Avngfqa35D16E/SvFPiP4nGqaj/Ztq4NpaN8zL0kk7n6Dp+dKrPkjc3wdB1qqXRbna/D0l/BloSSWLy5JPJO811sYxXIfDhceCrQn+KSVv/Hz/hXYJVU/gROI/iy9WWE4FPFMTv8AWniqMB1ByFJoqK5k8q1lk9FNKWwIow6hA3DMUb/aH9RVtXDLuVgR6g1ziuFGWOBR9tdGzDkH1r5qvgFJtwevmd6ib0rbeelZ9xcRqmWO3tkciqhvr2UY8zaP9kYqFbfL7nJZvU1ywyypJ+87D06jXLztgZCevc09YQMADgVKqACnMyivWoYanQVooVxAAtKZFQ5Y4qvJOAOKoyzSTOI4+Xb9Pc1pUqxpxcmFi7cX00jeTZoGk7k9F+tMTRbmYh7q9kOeqp8orTsLJLaAKvJPLMepPrV3ZXh1sXUqu97IV7bFG20u1tBmOMbj1Y8k/jV0JgU8rxTgOK5hXGBcU4ClaigQdKRqWmv04oArSHC9az5nOTV6fOBVFxzSGMit3D+d2Iwfzq8nSoBIUZAGxuGKuxngfMPwFc6b5iraEZQt2NMMfBzzn8quED3P1qGUqi7nYAeprtw7fMiWUCcHFSR5AzmowMvx0qXoK+wWx1iMxzxSouaai7nqwOBQDEPAxSUjGlWgB1NandqjJyaAI2qB296lc1Xc0FIhkbHNTWOjpq1vcHGLiIq8LZxg85H0NQsK3fCxxNcr/sqf1NCRjVk4wckcxHIVYq6kODhgx6EVbWUtx+gq54osmsr9buLAjuPvAjo4/wARWQkpIwTn2HFZykouxccRGUbk883ybFP1Nbvg5+LxPdW/nXOMd2AK3vCTbb+4T+9Hn8j/APXqYS5pnJXk5Js7Ciiiuk4xkjiOJnPRQTXFmYLl2PWuq1R9mmzkH+HH51yIUHkiues9kdFBbsGmmkGF+UfrTRZ+YcyEsfep1xUoYCsLG7ZGltHH0UVJgA00ye9QyTY4piJWlCiqktwTnBqKSRmNZOt6xb6Pp0l1O2AOgHVj6CgpIq+I9eg0ezaaVt0h+WOMHl29K8xknnvZ3urli00hyfQDsB7CoLm/utd1Rrq6PAOETPCD0qyMZ+lJnr4Ohyrme4gHOKnRcDmok5brUo4HepPQSBuh57V6/YReXZW0Y/hiQfoK8ijQvKiAcuwUficV7NCoDBR0Xirjszy8zfwr1/QmA2rzVSSRg2R27+lXpF/d8VmzHyY5JHB2qCx+gFM8rc5Xxj4qvox/ZlvdTISAZXDkHB6KD/OvO5Dk8Ve1C7e8u5blz80jlvp7flWex6n0qZSbep7tGjGjBJb9T3TwCmzwRpn+0jN+btXVx1zngxPL8GaMvf7Mp/Mk10iV6MPhR8zXd6sn5slTqakFMTqaf7VZkKKpaw23T2H95gKuVR1kZsPo4qKnwsqHxI57YGILc46CpUUUwEUb8V51jtLAxRuqv5nvTWlNFwJmkAFQPITnmmb81XnmCLnGSeAB3NROairsaQ24mbcI4xukboK09OsREu5juduWb1qKwstql3wZH+8fT2rZiQKoArwcTiHVfkJssIoCinUDoKO1c/QgD0pR0o7dqAKYAaTNKab0oAXNNbkU6kPQ0AUpegqm4q5N96qj9cUAZmrzS28lnJGxADMG44OQP8K0bbUneMEqp49ao6wA9qR3UhhVezmBQDNenhsJSnSi5r+rlrY23vpmHy4X6DNZdzI7zKzuzEHuelWQ/HWqs655r0KdCnTfuRsI0ox3zTn9KbCcwq3qBS4y1eidS11HpwKkzxTVFDHJwKAEHzGpQMUirgUvvQK41zgYpgGaOrUrcLQMglNV2qWQ5NQmgroNPStvw1xezD1jH86xD9Oa2/DvGoSD/pn/AFFCMa38NlzxVAs2hSk9YyHH54/rXni7x0NejeJ3C6LIhPMjKo/PP9K4eODoTWNfc5qHwjrdTgeta/h6TytfjXs6Mv6Z/pVSOIIuTU2iEN4ktx6bv5Gs6ekkVU1izvaKKK7TiKGrc6ZN7AH9a5JXA4rsNTXdptwP9g1xuw5rCrudFHYfvpDJTcGopD6VibWHvN71AWZzx09aCB3OarTXQBEcYJZjgBeSTQUhby9is7d5ZHVI0XLMT0rx3xFrsuv35k5W1jOIUPf/AGj7mtPxZrsmqsbWIstqj4I6byPX2rnYo8sBjgUj0MPh38UixaReXHnuasdBQBhQtNJ5xUHqRVlYkjFSimIMDpTmbC0GiFjk2XMTj+Bw35GvZoWBbI6HmvFoxuPPevV9BuTdaPZzMfmMYVvqOP6VUdrHl5nHSMjfU7lqvPEGVlI6jFSRtxRKcqapM8ix4PdxmGeSFuGjYofqDiqrcITXR+NLL7J4kmZRhLhRMPqeD+ornJeEAqLWZ9DGfPBS7n0J4WXHhXSF/wCnaP8AlW8vSsLwuP8AimNJ9rWP/wBBFbq16cdkfKVfjfqSp1NOpq9qdVECjmqeqjOnv9RVsU24i8+3eP8AvCpkrpocXZnI7TTqllQxOysMEcEGoWbjFedY7UyNiQcUmPU0+OGSZtsaM7egGavw6HPIw851jU9QOTTUJS2QnJLcyJJQoJzgCnWtq0kvnSdeij0Fauo6VbxrbrGnQsWJ5LdOtOt4gFzjpXjY+U1N030sCndXRPFGFQCp1HFMA6VKAMV5rAkU8UppARilzQIUdKKBmg1QARxTDTz0phoABzSn6Uiml60WApT/AHqqHrVy5+/+FU2OKQFW7QPE+e4IFY1sShwa3Jl4XPcZrJjUF8e9fQUEvYwt2NFsWEmywFWWXctVdm2QVfjX93zW6ELaPmAr3U4qwgxVG1P+lSKO4zWgOBXXB3RvB+6OzhaVBzmm/ebHpUoGBVjCmuewp3Tmox8zZoAcq0yVsCpCMCq8pzSBEDnrUfWnOeaTGFoLGjlwK2/D/wDyEX/65f1FYqDMgrY0I41Qj1iI/UUIyrfw2R+KLnzLuO2B+WNdx+p/+t/OsWMDNTapP9o1K5k7FyB9BwP5VHHwM1zTd2zCCtFIkkbalS+GV8zxCjD+BGP6Y/rVO4Y7MCtXwbAWurm4I4VAg+pOf6UU1eaJq6RZ2dFFFdhxjJEEkbI3RgQa467ge0naJxgjofUetdpVW9sYb6LZKCCOjDqKiceZFwnys4mR8CooYpriTbDE8rf7AzXTJ4Yh83dPO8qf3ANufqa2ooY4IxHEiog6KowKhUu5rKsuhyUPhi9ucGeRLdfT7zf4Vt6b4fsdMy8cZec9ZZOW/D0/CtemO2xGY9AM1ooJGTqSkfKWqAfa3A7yO35saihQKoJ6nn8KmvAZL0+pOKONxx0HAribPrKUdAJwDmmJyc0Oe1PXp0qTcfmkJJ4pM5NOQUFIkQYFeh+DZQ+gKueUldcenf8ArXnp4rrfAtyA93aE8sBKv4cH+YqonHj481Jvsd2h9DTnPFQo/FPY5FM8I4f4g2YktLS8A5jcxMfY8j9R+tedzn5voK9f8TW4ufDt8hHKx+YPqpzXj0xyz47CiW56uDlelbsz6K8NqV8OaYD1+yRf+gittazNGj8rR7KP+7bxr+SitQfSvSjsfPVHeTY9eop3ekHalpmYU4U2nCkMqXunx3fzZ2Sf3vX61Vt9DiVt07mTHRQMCtbrSYqXTi3dopTklYYsaRJtjVVX0AxTejc+tSNURPNWiSlfLuMY+tQqMDFWbr7y/SoAK+UzDXET/rodEH7qHU8dKaKeBXnM0Hr0paQdKO9ADh0o/CgUmOaaAXjFMbHrTsU1vShsBBinGo+9P60hMq3H3vwqlJ0NX5xzVB/vD60IY27XAH0rHC/vPoa27rlfwrE6SsPevcwcr0Ymi2LYALA1a6R1UiOcVZZgEIrrQivaH/iYY9VNameOKx7Ns6iPoa2Mc11UvhNaewqjHFS1EKfuxWhe4j0qrgUfWlzQA1zxVVzzU7tVZzSKSI+rClk4ApyjkUyYnOKBiQj560dOlEOo7yeBE5/TP9Kz4BzTpJDE7kdShH5jFBFRXi0Z8jZYk96njP7vNV25NS5AQCuRmJBcSfKc123hmz+yaPGWGHmPmH8en6VxlnbNqWqxWy8qzfMR2Uda9LVQqhVGABgCtqMepzV5dB1FFFdBzhRRRQAUUUUAJVPVZfI0m8lzjZC7fkpq7WB4zufsvhHU5P8Ap3ZP++vl/rSbsiqavNI+cuTPJIf4Rn8elMxhaklGyMDu7bj9O39agdvlxXAz7GDEAJJNSZqNeBTj1pFocv61Mg5zUI4609SRQUiUgZrR0C8Gn63bTM21C2xz/sniswk0nNGxM4qcXF9T2NW5wamxkVzvh3VDqOmRsxzNDiOT39D+IroEcEY7+1WfNTg4ScXuivcRCaGWI9JEZOfcYrw9oz55iI53bD9c4r3Rjg89a8qvtO8rx2LML8st5Gyj2Zgf6mna51YOfLzL5nvVqmyCNP7qgfkKtDpUSD+ZqUdOlekjw29R47U40wHmnZoEL70ZpuRS5FA7j85pCaSgmgYjGozTyaYTQK5VuPvj6VF0NST8vUfWvk8d/Hl6nRDZDhzT16UwU5WGK4HuWSCimhs0pNIaY6img0ZwKEMUtTGNLnNIee9FguNzTg3NMJFKCeKqxJHNg1Qb74+taEnIqg3Eg+tKwDp+VFYMny3Dj3relP3R61g3vyXOcYr2cC70fmaQ2LMBzU7n5TVK3f5hVuU5Tg12Ior2nGpJ75/lW1kVh2hzqKfj/KtrPNddJe6XTHigmmbqUMK0NUx4pScCmBhTXcCgBHbioMZNPZtxxSE4pWHcM4b8KryN8+Km7k1XJ3PTsFyaHrmmTHJf6U+Mc5qNurD1oexMtikpyxpJ5PL470+AcjNSWtidS1qG2/5Z43SEdlHX/CuOzeiMJStqdF4S0ww2rX0o/eT/AHM9l/8Ar101NVVRQqgBQMADsKfXZFcqscEnd3CiiiqEFFFFABRRRQAlcf8AEqXy/B8sYOGmljjH55/kDXYd689+LN0IdDs4c/NJOWA+in/Gpm/dZ0YSPNXivM8VuHDTsQeBwPpVc5Zs05j196QVwn1YopwpBS0hpjx0pwOKjBNGfrQVcl3Uhb0pgznrSGgLmroGqnStUSRj+4k+SX6ev4dfzr1CB8sDxjrmvGW5FegeENW+12AtpXLTWwA5/iTsfw6VSPMx9K/7xfM6mTk5xXPXWmfaPH3h+5C5BkIf/gALD+tdIw3KDSaTGJNcQlc+UrMCexxj+ta01dpHl+0cE2uzOqSnimr92nCu88244UpNIOTRQAuaM02jvVWAdmkLUlOJGKTQDSaaTSmkNOwFaY/Oaip8v+sJptfH4t3rSfmzpjsLSjjtSDHqKcDXJYoWik496OaLBcUNzQSTSYpQcc0JDuJnFJuzQTnuKOO1MQ00DNGOtAzmgBH5SqTf6yrh5BqrIP3lSxjbkkKp9DWJqiENuraufuL9aztRiLRlsjp0xXp5c9JRNIPoUbVuRV9zkZrMtWycGr8j4TJzXoxNCKw51L/dBrZNZGl/NeSt6LWsfwrso/CVBBnmjmiitTQcp556UkhHam89qQ5pMBqjByaQ5Y06nKMHNIBjcD8KrouSWqxKeOKiANAIevHWov4/xqXBxUDHD0CZCP3Stntmun8KWnl6e144/eXB4Poo6f1Nc1OhkdYUGXlbaAPfpXodvCsFvHEgwqKFH4VlSjrc4q8uhLRRRW5zBRRRQAUUUUAFFFFADa8a+Lt0za3a2+7KxwAhfQsTn+Qr2avnbx7qI1PxXeyq2Y1fyk+i8f0NZVn7tj0MshetzdkcsRRikOaUA1yH0Q4dKUgUKPrS0ikJR+NFGPyoGCmgnJpQPSk70CbCtPw9f/2frdvITiOQ+W+fQ/8A18VmYoxTRE4qUXF9T26IbkwetSaCudVvD/cRR+ZP+FYnhrUmv9Et5nzvxscnuRxmug8PRlbi/dupdB+hrpo/Ej5mvFxTT6G92pwpKWuw4BR1oP1oFLiqQCUlKaKYCUUUUAJRRTXO1C3oDUTkoxcn0GVX5J+tIBQc0gNfGVZXk2dS2Hjil49fypuRilB/zmsRi0mfbNLnvxSZ96AA9euKXAPekpDkc0wF4+tJ9KOcdaMUAIR70g6+tLTT+NABnrVaXhgasE1BL1FJgRzj5F+tMkgElsDjORTpjlQPSrFqQ1soPv8Azr0Mu+N+hUHqchGDHdsh6hiK0pFJtmI64qnqKeRrko6AsD+Yq+D/AKOxPPy16iWptfQh0dsmVvoK1s1m6QmI5iO71pc120/hRrDYM0ZzS44pMe1WUJuAPIpMgtQVzQFpALS5pAMU36UAEnODjOKbtHoaU/WjGBzSAaeneoH696lbNQyZ5xQBp6Dai41tZWGRDHvH1PA/rXZVgeGYlEU838bFVP0GT/Wt/tRFWPMrP32LRRRVGYUUUUAFFFFABRRRQBDO4igdycBVJP4Cvly9cy3MjnqzEn8TX0b4uums/CmpSqcMISoPu3y/1r5vnOXNc9d7I9rKY6SkVz1pwpoPNOFc57CHc+9Kc03J60ueKBhS0nXrSgYFA7Ccg0d6Uik6GgVg7U2lJPvSHmgDu/ANw72t7bk/LGyuvtkYP8q9K0aIJau/d5Dn8OK8l8AyY1i4Tdw8GceuGH+NewaWMWCe5Y/rXVh9z57M1yzfnYuilFIKcK7EeSLQKKKoBKOKWjFACUmKcBRigBtRy/6sipTUco+WuTHX+rzt2Lh8SKRNC0MMMR6UDg9K+QbvqdI6l4NJuNLnnNSAtLxSdaMnPFAC/hQRnikH1NLzimAnAppJ9KU5pMGgBOaKXjFHGKAIz15NRycipSKjY8GgCvJ0qSzOYT7MaikPFOsSdsg/2q7cA/3pUdzG8Rx7LqCYDlxsP1H/AOunxg/Zj+Aqz4hh3W0EgGSswH4EVEQRAK9i2psth2mqEhcY/jP8qu/SqGnKWabnuOpq/tA6uo/Guun8KNYbC4pQB360ny/89U/76pwC9nT86u5VmAUUhHpTug6r+dN2k91H40XFZjaTH0p+3j7w/OkI9CD+NIdmNNJjpTtrdgPzppV/SgdiNxVdzk1YdSOoqAgknAzSEdF4Yf8A18eeyt/MV0VcfoEhj1KNc8OCpH4f/WrsKpHnV42mLRRRQYhRRRQAUUUUAFFFFAHL+Pzt8F3/AMyjIQc9/nHFfPM/3zzzXuvxWuDbeA7p12+Z5sQXIzzu/wD1187yao5JLRJ+BIrGrTlJ3R62AxVKjTcZvqXcDvTgR04/Osn+1mB4hH/fVA1aXtEg+pNY+xn2PQ/tHD/zfgzY49Vpe3UVj/2tMP8AlhGfoxpf7aYfetR+D/8A1qPYz7FLMcO/tfgzWyPUUDHrWOdaY9LZR9X/APrUDWZP+fdP++j/AIUexn2D+0cP/N+DNoZNNxWYmssAf3C/g1J/bLkf8e65P+1R7GfYP7Rw/wDN+DNQjPem49xWUdbx1gX/AL7pBrgJ4tmP0f8A+tR7KfYP7Qw/834M7LwjMYfElvtIw4ZGHtj/AOtXtmh3tpdWa28NxFJNFkSRBgWQ5J5HWvnzwpq3m+KNPiW2YGSQrncD1Bp/jCRrfxXcvbyPE6bQHRipHA7it6ClF6nlZjUp1WpQdz6YESntj8aUQL718x2PxI8XaWNkOszSIP4bgCX/ANCBNXm+L/jNv+Yhbr9LVP8ACunmPKsfSHkp7/nR5S+h/OvmiT4seNH/AOYvt/3beMf+y1H/AMLU8Z/9B2Qf9sY//iaOYLH015K+9J5I/wBqvmX/AIWn41U5GvOfrBEf/ZalT4weN4uupwSf79rH/QU+YLH0r5QH8RFHkg9z+VfO8Pxq8XgfPJp8n+9agfyND/GzxZ/C2ng+gtf/AK9LmCx9DmD3P5VQ1q8t9H0e61C6ZxBbpvbaMnqBx+JFeB/8Lo8Zt0n09f8At0H+NQXvxN8Ta/ZTaXqFzaNbTjDrHbBScHI5z6ionacXF9RpWZ7vp+q6frVuJrC7huoz/cbkfUdR+NW/JXtkfrXyy80ttcGa2leKUHIeNip/MVtWnxG8WWKqqaxLIq9p1WT+YzXz1XJ5p/upfebqouqPo0w+jfnSeS3qv514bb/GXxJEB50Onz+7Qlf5Grg+N2qj7+jWTf7sjiuZ5Zil0T+ZXPA9l8p8dj+NJ5T91NePr8cLj/lp4fgP+7cn/wCJqxF8cbbP77w9KB6x3I/qKh4DFL7P4r/MOaPc9X2MP4SKQswGAp/KvOYPjZoDsBLY6pB74VwP1rSX4t+FWTc17dp7NanNZvDYmO8GO8e52eT6Uc1xq/FzwmxwdQuh7m1b/CrcXxQ8ISn/AJDYQ/8ATSFx/wCy1Lo4hbwf3B7vc6bHrQcVjw+O/C0/3PEFhn0Zwv8AOrsfiLQ7j/V6xpz/AEuE/wAalxqLeLC3mWCAD0zUb9Ov5VIt5YyjMd3av/uyqf608mNx8pjYezVLlJbofKUHBOQAaW0G13XPPBqPU9V0/SoGlvby3tkA6u4yfoOp/CuX8MeNIvEHia9treMpYxW+6NmGGchhlj6cHpXdgIVJVFNLRDVk7HTalKkzpajlgQ7e3pUMvyxgVmadO11vu2PMzFvw7fpWoRvSvbNbWMDVvEFr4ZtGvbu2lnjZwmIwMgnOOvauck+MFmv+o0SU/wC/Ko/kDW54q0kavoV5ZgkSFd8Z/wBteR/h+NeD89uK6aWsTOdacNFsepP8ZJR9zQYse8//ANjSL8Z5ON+gRf8AAbj/AOxry7cwpCc1pZGX1mp3PXI/jDasuZNEmU+izqR/KlPxjsF/5gk5/wC2y/4V5EZPkxTA+O1FkP61V7nsH/C4rM9NCn/GZf8ACpB8XrE9dDmH/bZf8K8eDu3TinhW/vUWQfWqnc9jT4uaX0fSLpR/suhq3H8VdAf79tfR/SNT/Jq8UCc8mngY4p2Q/rVQ9zj+I/hmYc3ssXtJAw/lmkufH/huKIsNS80/3Yo2JP6V4eTzRnHelyor65Psj3LwJ43/ALd8bwWcNuIbVoZSu/BdmABB9uM8CvY6+ZPhKrP8RNL2HGPNJ+nltmvpqg5pScndi0UUUEhRRRQAUUUUAFFFFAHn/wAYlJ8Dgj+G7iP8x/Wvm+fO419I/GCQJ4DkXGS9xGB7YJP9K+bpTyR1poCvikpxpufWmAFsUhakODTSpxxSAU03OKT5u9JmgCbd8ozj1pjS5GEHPQmmNIdmKj3N0FAEyx55Y1KGUDiq6qzfeJqVUVelCA1ND1k6Hq0OoJCsrRbsK3HUYz9eak1LUJdSu3vZgFeYbyF7Vl49qsn/AI90brxRZXuO7tYqsxJpuaUimmmICc9qbyaWkzQA0rTT0p5b2pjZxQAB9oNM3HOaa33T7UKfagCQbm6nirdmqi6j7c/0qqM4qxbNtuIyRxuGaALlwTx9KrHmrdyAHYGqhxSYDTRzR1pCcUgEIzxTCopSfamnNADTSM5OBnpQaYyNhpAMIuAW7AnOP5GgB6gmpEXHWo1D46j8KkGR3oAlAz2pcD+6PypgJHTFPBb2pWQDhweg/KniWRPuOy/7rEVGCfajJxRyoBzuXO5iWPqTk13Pwv3f2rflBlha9B1xuGa4M10HhHXJtC1iKaKPzFm/cuuccHofwODSkvdsXB2kj1jSZCulxu2AAv5Yq9p1+t3GWU5XOAfWs6xx9mhjkHysw3A9x3qWAmDVfJjA8krkH29BXKelboaM/Dg14b4z0610rxPcw2cqyQufMAH/ACzLdVP0r267f58CvCPFV1bXvie/uLTBheThh0YgAE/iRW1Lc5K6SRkbhTSwNLkYph69K3OUaxxjNKrL1rSlgih8MRzG2Bubm8IjnOfljjQblH1Z1/75rOT0ZcGgCRWB7YqQMveo+OMU8EUwJNy9jSjHrTARTgRQA7IoPNAxikoA774PjPxE07nokx/8htX0zXzJ8IQ3/Cw9M2+kufp5bV9N0mAUUUUgCiiigAor4g/4Tvxh/wBDXrn/AIMZv/iqP+E78Yf9DXrn/gxm/wDiqAPt+iviD/hO/GH/AENeuf8Agxm/+Ko/4Tvxf/0Neuf+DGb/AOKoA+nvjGm/wKePu3cR/mP6183y/fNZN34t8Sahbm3vfEOrXMJIJjmvZHUkdDgnFZpurg9biX/vs00B0JpucVz/ANpn/wCe8n/fZo+0z/8APaT/AL6NFwOgJIpC2K5/7RP/AM9pP++jR9om/wCe0n/fRouBulhTN1Yvnzf89ZP++jR58v8Az1f/AL6NAGs5OaFY/wBw5rJ8+YZ/evyMH5jyKPtE2MedJj/eNAG4rN6VIGOOlc/9om/57Sf99Gj7RP8A89pP++jRcDo1YnqKtDm0HsTXJ/aZ/wDnvJ/32aX7Zc4x9omx6bzRcDfJpuawPtE5/wCW0n/fRragy1vGSckqCSfpQBITTcilNIVzTAaW7UnUUuMUZzxQAJA0riJcsznaAO5PFaHiG3gtfEV/HaSiSBZiqsOnAAOPxyK1vh/ox17xvpVkc7DN5khHZUG4/wAqwtTs59O1G5srlSs9tM8UgPZgxFICrnipISTNHjruGPzqPtT4QfOjI/vD+dMDTuzzzVMmrVyeaqkUmAmaaW9KXFNxzSAaXpuSakIFMNADCBmlaBiImb7jkgc9x/8AroIywr0G28Hpf+B4LhX23oDTxDsefun6gUpSS3LhByvY8+UbeB+VO3YNIeGPGPb0oxTIHBxTg9NCilwBQA9Xp24Y6VGo9afjigBeta/hyJZtcs42wB5uQT64OKyAKu2drcXcscVqD5xbIIONuB1z2pPVDjuj1zWbyXThax2unyXrtIA6xtgomOWz2qxpcn2rWHZ2JFvHtUE9ST1I9egrA0q3vIQouJ1llYfMELE/iSa3Zrqx0Kze7uZY4t33nbufQev0rlfZHpLux3iFlm0nUYzOId0Djfu2kDFeC7TgV0niPxdca60lsscaWSy7oyU/eED1P64rnjzXRTi0tThrTUnoMwBQBlgO1OxzV3RtNk1bWrOwiBL3MyRAD/aOP5ZrQyPVNU8BT3vwT0W7tYSb6yD3rxgfNJHIctj3ACn8K8ef75xjB5FfbMMEdvbxwRqFjjQIq9gAMAV8k/EDSk0Xx3rFjEgSFbgvGo6KrgMAP++qEBzRGaXDetKME07FADQDThnpS54pVFMBRnFOHWgYxSjrQB6H8Hl3fEKyPTbDMf8Axwj+tfSlfOvwTi8zxzvx/q7SVv1Uf1r6KpMAooopAFFFFAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABW/b/wDHtF/uD+VYFXE1GZEVAqYUADIP+NAGuelNJ7Vl/wBqT/3Y/wAj/jSf2lN/cj/X/GmBpUnSs7+0pv7kf6/40n9oS/3E/X/GgD3P4B6T5/iDUdUZQUtbcRKf9pz/AIKfzp3xz8ILZ3sfie12rFdssN0n/TXB2sPqBg+4HrXn/hL4s654N0+Wy02y0yRJ5vMd7iKRmJwBjhwMcelTeK/jH4g8W6S+k6hY6VHAZVffBFIrgr0wS5H6UAcsDUkbbZVb0IrJ/tCX+4n6/wCNH9ozf3U/X/GgDp7sYJ+tUzWZJrl1J95IumOh/wAai/tWf+5H+R/xoA16DWR/as/9yP8AI/40f2rP/cj/ACP+NIDV603FZf8Aak39yP8AI/40f2nN/cj/ACP+NAGtGhdwqjLHgD37V9X6J4I03T9OtIp0e4eKJFKyn5QQBnj/ABr5DsdZntdQtp1ihdo5UkCupIJBBAIz04r0r/ho3xf/ANA7Q/8AvxN/8dpNJ7jUmtjkfEln/Z/ibVbQAAQXk0eB2w5rNBputeJLvXNWvdUuIbeKa5lMrrCrBQx64ySf1rN/tKb+5H+v+NMRrCl6msn+05v7kf5H/Gj+1J/7sf5H/GgDYFOzWN/as/8Acj/I/wCNH9qz/wByP8j/AI0AbQrW0bUYdLvI7ieJ5EwwKoee3rXIDVpx/BH+R/xpx1m4KhSkWB7H/GiyejGm07o9I/4TwW8RNnYfvmJ3NK/A+gFczqerXusXPnXkxcj7qjhU+grm/wC1Z/7kf5H/ABo/tSf+5H+R/wAaIwUdi5TlLdmoV9KQDisv+1Z/7kf5H/Gk/tOb+5H+R/xpmZqmvSvgjpAv/G32x1BSwgaXkfxt8q/zY/hXkH9pzf3I/wAj/jXWeD/ihrPgqO8/s2z02U3BTe1zG7H5c4xtcepoA+xq+bPjjYtB49+0FflubSNwfUrlT/IVS/4aO8X/APQN0P8A78Tf/Ha5jxh8T9Y8apaNqVjpsT2+8I9vE6khsZB3OeOBSAxwKcM1k/2lN/cj/I/40v8Aac39yP8AI/40wNYc04Vj/wBqTf3I/wAj/jS/2rP/AHI/yP8AjQBsilHWsb+1p/7kf5H/ABoGrT5zsj/I/wCNAHt/wKjLeLb1/wC5ZH9XX/CvoGvjTwl8SNY8G3t1dadbWMsk0YRvtEbsAAc8bWFdX/w0d4v/AOgbof8A34m/+O0mB9QUV8v/APDR3i//AKBuh/8Afib/AOO0f8NHeL/+gbof/fib/wCO0AfUFFfL/wDw0d4v/wCgbof/AH4m/wDjtH/DR3i//oG6H/34m/8AjtAH/9k=", "path": "000535.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000536
Men Tshirts
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", "path": "000536.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000537
Men Tshirts
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", "path": "000537.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000538
Men Tshirts
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", "path": "000538.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000539
Men Tshirts
{ "bytes": 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", "path": "000539.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000540
Men Tshirts
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", "path": "000540.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000541
Men Tshirts
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XL0dvIsCd36110WnWMDf6PYWcXoY7ZEx+IFXkyi4BI9gaNRXONXxf4ovFU6Z4CvlVukmo3CW2B7ryaa03xLvDiK18N6Yh6mSWSdwPw4NdrigrTsFzh18G+KdQRv7Z8eXuxv8AlnplukAH/AuppY/hL4TaUTahBfanOOsl7eu5P1wRXcAU6lYLswbTwR4UssfZ/DmloV6FrcOfzbJrbtrW3sx5VtbxQI3VYkCA/UAVIKP4/wAP1osgHKqRI7qiqXbcxAxuPTJ9TgdaxbW2ttT8OvY3SrJaXKPG6n+6SRWlfTGNFiTr94+wrD8H3DXngnRrlvvTWiSN9TRbUD5wu7WbTr2exuDma2kaJyRjJU4z7Z61HnvXb/FmwitvFa3UK4FzAhlYDgv8wH4lV/8AHa4UGmAy6+6tVqnuPuj6mq+algLSUUYqQAUtGKKAFpCaKQmgBM/NQfvUgpaQ0FKBSU4ChDO4+HMObjUJ+yokY+pJP9K7s1yXw8i2aLeTf89LkDPsFH+NdWTVoGLRTc0ZpiPJ9lKEqdUoK0iSILS7akCUuygCMCnBaeFpQvpTAaFqRVp4XHWrVvZT3PEEEkh9h/WmMq4p4FbMegiJQ+o3sNovUrnc4/AV1OjeE9Pun2paXd3LgN5ZbZgf3nJ4jXvyNx7KaWwHEWGn3Wo3S21lbSzzN0SNCcD1PoPc8V6d4b+FCR7LrxBKkg6i0iJ2/wDAm7/Qfma67Q/C8GlopKQBlOfIt02xI3qc/M7e7fgBXREepz71DdxjIYIoIUhgRIYUACKigAD0A7VjeMneLwPrht03SrYzOox1YKa3Kgu7UXlnPbN92aJoyPZhipAXzkmjWZDuRwHU+oPNNIytcx8N9ROqfDzR5pWLTxQm2lJPO+MlOf8AvkV1OKtbAItGPmpaUUwGkVzOt2Jt5jdRD9zIfnA/gb1/H/PWunpskSSoUlVXRhhgRwRUyV0VGVjhDVS6jSWJkdQysCrKwyCD2rZ1DTX0+XB3NbscI57f7J9/51lzIR+NYNWOlNNHnLxyeENVEHmudIuXJjkJz9nkz91z6Hnn8exrqobrK4bhhweetO1KxhvbWW2uIhJFKCrA9/8AD1/CuUsrm50C8j0nUpGe1kOLO6b0/uP7jgfl+E2BHWF803dUWaXNIBc0E0gFPC0DGgUoFSAYp6rTAjCZqjFH5vjNRwVtbInp0Ltj+QrYC/L0zVXwzYzan4i1q4TaI1lS3MnOF2ryv1y1OKb2Jk0jf06xe9m2jiNcF29Pb6110caRxIiLtVRgADoKjtreO2hEMIIUcknqT61NmumEbI55zbAqjrhlDDrgjPNMdstwaV2wuKjUMasgei1KBSKMU+gBMUEUppKB2EFONJSUAKKGIjRpW6KKBTbhRJsU8DOSB3oApy/8eV5cOPmMMhx6DYeK53wnqNlpHwq0W/v51gtYdPRpJG7D+pzwB9K2/EmpWmj+GNRu7ydIIVt5EDMerlSFUepJ7VwngjSbm98NaJq/iOaGPTdOtEextC/7pQo/4+Zj0LY+6P4Rz1qeoiv4x0y51HwJfavfW7w39xcpeRW7fegjRCAh9/KDsf8AaY148PvV9FWDN4tSXUZInj0meB7ewjkGHlRxh52HbcPlUdlyT96vnu5tnsrqa1lBEkLvG2fVWIP8qYFaf7oquasTn5V+tVzUsApRSCnUgCiiigBKQ06mmhgMWnGhfu/nQakaCnU2lNUhnq3g63Nt4VgztPmSO4IPBG7H9K2iao+HF8vwppY6f6ODj61eNWgYmaTNBptAkcRBpjz28cqchhnNPGkTelT+ELw3Om+Q45iOAfaukwPQflTRJyL6ZMnaojZTD/lnXY4G7oKPKQ9VFMDjIwYHyUDdiCKtJdQ/xWMR+gro302CT+H9Khk0aE9KkDKTUY4v9VYQqw6EjOKlGo39yu3zWRD2jG0fpWgujRDrXZ+AtCgn1hp3iDpaqGGRwHPT+poeiGQ+FPh9cytHfamGgXIdFI/efr936kZ9MHBr0uxs4LC2EFrCsMeSdq92PJJPUk9cnn1q7jFJ0rJ6lIj6cUUppDTEJSg9PY5qOaaO3iMs8qRRjq8jBQPxNcvdfEfwtb3P2SDUv7Qu+QLfT4nuHJH+6CKAMrwDKNP8TeMPDpOPs9/9rhUjHySAE49un/fVd4a8eudY1O2+Ldlqtros9jJrFqbWOHVJFiExXHzHZuIxhBzz+dejRWfiK4yb7WbW1jJyI9OtPmA9PMkLZ/74FNMDbIO3I7cmoI7y3kmMCTxySrnciOGK/XHSqiaDZHm5a4vW4JN3M0gz/ufcH4Cr0cccCCKFEjjAACoAoH4U7sAuIpJ4dkNy9uxx+8jVSR7fMCP0p24DbuZQWOBk9T7etU7i1urlyPt7wQ5GBAihz/vM2ffoAabb6LpltOLhbVJLlelxOTLKO333JPT3pa3GXZYkliZHVXRgQQRwRXPX+gyJua1zIn/PMn5h9D3/AM9a6OkNNxTGpNHnc9uQ5VlKleoYYIrI1XRbXVbSS1uog8bD8j6g+tepzwwzqRNDHIO24ZrMn0Oxk6RyR/7j/wCNZum+hoqi6njmm3c+l3yaHq7sXbizvGGFmXPCn/b7f5BboGhYV0mu+BtM1nT3tbiaVQclJMKWjbsw4/zzXNeGo5v7Tm8M6/O8erwAtBJgFb2EfxqTyWGDkde/UNUOmyvaIeqVKFrpl8MWx5+1yH6IKmj8NWQ+/NcOO4yoz+lP2ch+0icntz0qeC0ubhwsELyHPO0dPqeldjFpOmQfdtEc+shLfz4q5nYoVAEUDAVRgCqVLuTKquhzsWiJbwmfUGUKo3mJT2H94/4UzwDCE8KQ3W0Kb+aW9IA6CR8qP++QtN8bTyxeH3toCRd6jKlhB/vSnaT+C7j+FdFY2cdlY29rCNsUMaxxqB0VRgfyrWMUtjGUmyyvrSk4pSfLXPfpj0qIkmrJFPNPUe1NUVIopDHDtS0UuKAEop22mkUDEpKWjFAAKxvEPiK30VoIvJlvNQuOLaxthulmOevoqjux4FbXSud8Q+IdE8KeZq2qvHHcSoI4lUAzTBSTsX2yxPpk5pMDm/EWjXTeGda1/wAUXEE+opYTJaWqH/R7JmQqojz9+Qkj5zzngcVU8I6Ze+MNB0aLVbd7bw1p9tDHHZt11KVFH7x/+mQIyq/xdTxVHxRo2veJvCereI/Em+xgtLV5tP0eMn90e0kp7vjt29uRXpHg3ZL4H0B15X+zbcD2/drUCNVYfmycdunavn/4kaV5Xi7UJYkx5rCbgfe3Dk/99bq98urrYwhi+aRuAPSuO8UeHbbUZ7aWZQXRSjH1HXn9a0SEfPNyuFWoK7T4gaHbaPNZtbgKswbIHbGP8a4rNS9AAUopKM4qRi5paaDS0AKTTTS1PZw/aLuKH+8cUCK1Bp7pslZf7pxTKQ0FKxwpPoDQBUsMPm3EUX99wPwzTQz2XTE8vQrBCMbYEGD24qbFTOojURDooAH0qIirQhhptSYppFAI8/8ABs4S7mtTxu+YV24SvMtGuvsmrWs/QMdhr1OMAqCOQRkUR2ERiGpFiqUCnBaoRGI6XZUmKMUgIvL+avQPAdt5WmT3BGPNl2j6KP8AEmuFC16Z4Xi8rw7Zj+8pf65JP9amWw0bWaydY8SaLoEXmarqVraDBIWSQbm+i9TV64hE8MkReRA6FMxttZcjqD2Ncnpnwv8AC+mS+fNZPqd0QN0+ouZ2Y+uD8ufwrMozJPil/ajNB4T8PalrMvRZjGYoQfdiP54po0z4ma/hr/WbHw/ATkw2MQllI9NzcA+4NegpGkSBEVURRgBVwAPpUF5fWmnW7XF9dRWsK8s87hAPzoA4+3+FegGZbnWXvNcuh/y01GdnX/vnOP5111lYWmnW4gsbWC1iGAEhjCD8hWBF4+0i+ZotEivNakXr9ht2MefTzH2oP++qnF54rvVzDp2n6Wp6NeTm4kX6pHhf/H6AOY+MNo8WiaV4ggXM2j6hFMSBztLD/wBnWOu6l1WxS0ivZru3ht5lV0kklCqwbkYz16iuf1/wte63oN/a3uuXc8ssLeVDGiQwiQcqdoG4jcB1Y1R+FRsrzwTYXS2UCXsJe1mkKDzMocDc3X7u04pgdSuqpOP9Ctrq4GeHEXloR7M+3I+maswPclT9ohjjOeAkhfj3JAqY+p6/zpCauwBvo3UykNMB5ekLj1/CmE0wmhCHkjnII9+tRsAehBpPM96a0o78/WmAxk9j+Vc/4p8NR+ILFAkzWmoWzebZ3iffgkHceo45HpW/5sfpQZk29/wJoEcr4X8RTapFPZalCtprliQl5bjoT/DIn+w3X26emelTL9ATjrgV598UY47DT4dftbqW11aNxaQyRNzKsn3o29V2hj7EcUeG/GfhDQPB+nRXOrxwyrEBPEwYy+d/HlFz/F36YxSEeiFMLliF+pxQCNp+83uB/U1xEPxHg1EH/hHvDWsavnpKkAhiP/A2/wAKdNq3jq4t3nOmaHpEKqXc3dy9w6KOudmB05607jLMrjWPiNBAeYNFtjMwBz+/m4Xn1EYJ/wCBV1F3f2unW7T3dzBaQgAmWeQRp+bGvOvCGg6vqunvrN9r19ZSas4upoLJI4mwQAvzkMwG0LwMYzXYaf4V0WxnFwLFbm7XkXV4xuJh773yR+GKAZKniG0uWxYw3uoEjIa1tm8s/wDbRtqf+PVZSTVZ/wDl2trNDjBll81x/wAATCj/AL7NXx2zzjpntThQBHBHJGp82cyscc7AoH0AqcCkApwoGFLRRQA4UjU4VG5oGNp1NFJQIcT1549q5rTfB2mQ+JbzxDPGbzU7mYuk03IgXoqxr2wMDPXr0zXRMfloRxGgz8oAySe1AGZ4yiSTwF4hRiADptwST2/dmsbwTNd2/gTQ7NonjnjtVVw64KcnAP4EVsXEx1RzCBm3PYj7/wD9atK1tREuW5b6UrAMtrbykZ3OXbqT2FYmqSm5lnhiGSqeZIR/Aozt/FjnHsD7Vf1TVT9obTLHa97gFwR8sCH+N8foOrduMkO03To7O1MQ3OWJaWR8bpGPUsf09AAAOAKoDwf4jSmV9PycgB/6Vwgrq/H11GfET6em7fYlo3BHfNcmazkCHUhoopDFFLTQKX2oAQmtDR+dVg9iT+lUa0NFH/EwB/uox/ShbisUJDmVz6k0yiikAoq9pMZn1qyhXq0ygfnVCt/wdD5vimx/2CX/ACU00M9Wnf8AfH61FmlkPzUzNWIeDQabmgNmgEeNFvLXjqrBwfSvVtFuheaZBMDklQDXlQwXGehGDXceBrvNrNaM3Mb5ApIGdeKeopq08VRIoFFGKeFFADPX6GvVdIGNJsh6QJ/6DXlpUfpzWgniD4jaWiyt4Zs9Q04ACMWr4kCfwk/OSeMdFqZDTPTy1ZWuyavHpTtoMNpLfZAVLx2RME8nI/OuLtfjLoIuBba1Z6jo1yT9y6gJ49ePmx/wGu50vWNO1q3+0aZfW95F3aFw2D7+n41mM5RfDvjPVOdZ8XrZxH71vo9sEz/20cFquaf8PfDOn3H2ttP+3XuQTdahI1xKfxcnH4AV1DHFNzVcoCDgBQAFUYAHQUtGaM1VgD398/jXBeC4/wCxPGfizw9jEJnXVLYE/wAE33gPYEAV3hNcfrkH9n/EPw5rCj5L5JtLuCO5IMkX6q350mCOvY0ylNITVjAmmmmk0E0AFIaCaTNAEbCo2FTGmEUCICtMMdWStZfiHVx4f8P3up7DI8KfuowMmSRjtRQO+WIoYjjb7R4PHvjG8tb4SSaLoafZ9qSFBNdPhn+YHOFAA+tF74Qh8LahDrXh7So50hTy57A/OZE9Y2bJWQdj/F0rrfC2hnw/4etdPmbzLpd0l1KTkyzOd0je/wAxx9AK1XRTwRmklcDF0vX9M1ux+12N9HJCpw4kYRvEf7rqeVPasHXLyPxNcHw1pswlgcj+1LmFsrHF18oMOC747dFznrV/xB4atGjn1Wys7b+1oomMUrwq2444Dg/eHbn8O1S+EHe78P2N9OiC5uoRNKQgXLnqcDgUxm9DGI0VVVVUAAADgD2qwopiiplpiHUooApcUgFpRTRTqBhRRSZoAeT8tRMaUmmE/NQMWkB96DSUCEmcJEWJACjJJPSuHvtbutd8bxeHrbEOm2MAvdQlZseZ/wA84if4VztJ9cY6V2F5zFtPAYgH6V5b4Z8E6X40k1PxPrbXU0d9fyiG2jl2RtFG21d2OT0x1HSkwR191498PafcC0tJ5tZ1JuRaaUn2hifdh8o/OmO3jDXsG+lj8OWDH/j2tXEt5IPRpCNsf1UE10mnaVpmg2nkaZYWtlF1KwRBd3uSOT+NSRwmRt79+lJJsCppOkWml2i21lAIolJbGSSzHqzMeWY+p5rXhj9qWOPPTjFTgBFz27mqA+cPjFYfY/iBJMAQl1bpKOO/3T/6DmuBr3f406ONQ8L22sxJmWxnwxA5MUnyn/x4IfzrwjFZyBBRRRQMKBRRQwFzWno3+uuG/uwMf0rLrT0viG/f0gxn8aFuBmUUUUhBXV+AI9/iJm/uwsa5UCu0+HcR/tC7lxwIwufxpxGd5J96mmnNy2aQCrEMJoxT8UYpgeMY+X3rb8NXf2PW4GJGyb5CPesQVLFIY8Ov3omDjFQDPZl5qUCqek3QvdNhnU5DKDn3q7VkhS5pKKAA/dNel6TKZNHs2IAJhXofavNRXoWgP5mhWfOdse0n6cUmMvXdtbX9u0F3bxXETDmOZA6n8DXD6j8LPDsl2t7pL3WhXq/cmspCFX22k8D2Uiu9FNKArggH61Nho4Sw/wCE/wDD9/bxag9v4h0dnCvcwqFuI1J5baAN2PbcT9a71vzB6EelQo5gba/MZ6E/wmpDQkwFzRTaXNUAGsHxlaT3fhm5a0UveWhW9tlHVpImDhf+BbSv/Aq3TTM4YHuDkfWhgNjnjuYUnt2DwyqHRh3UjIoJrP0e3FhYnT0ULFaO0UWBwIvvIB9FIX/gNX6EMMUlLSUxBSYpaKBjTSYpxptAgxXOahGdW8W6fY8m10oC/uB2MxysCH1x87/ghrfnnjtreW4ncRwwo0kjn+FFGSfyGazNDtZILKS6uVK3d9KbqdW6xlvux/8AAECp9VJ70nuBp/TpSGhjUbHNMCpq0zx2MkUFvLcTspIji6kf5BrB0PWbuOxS6v8ATBa28zsRjgg92IIBA7Zx+VUPFeoeJbLU4rrQLU3aRLIJ4gobn5Npxn03fr61i6druoeJpbS11u7eRBPKb6zhgMBiiUExsSBuI3BSF78YyAalvULHqkbpIgdDlW5Ge31qUVi6FmKySEszbAFye/A/+tWzmqQg80CZYsNuZC30GR/j/OpKpWjme9vpSThHWBfcKuT/AOPOw/4DV2hAFLmkooGLmkJopp+9QAE0Z5pKBQA4001DJcBKb9oBoEZPiy+On+HdQukBZ4bWWRQO7BDt/wDHiKseFtITQvC2laccb7a1RJMf38Zb/wAeLVn+JI1v/sen7sfaruFHGM5RW81/wKxkfjXQtJ6ikApBuHGOEH61bWH5QKrxzhFwBTvNeRsKMVQFz5E4qteyYQIP4gc+wqWOHHLkk9etULp/MaUj7qowB/CkBFcadHrHh65025BMV5bvC4PYMvX8ODXybPBJaXU1tOMTQyNFIMdGU4P6ivsS1X/RY/8AdBH5V83/ABb0hNK+Id4yJsivo1vBgcbmyH/8eUn8aiRRw2aWkpam4BRSGigBa07HjStRb1RR+tZgrUtuNCvj6sopoTMuikFLUjFBr0v4fwBNBlmx8zzNz9BXmdes+CI/L8KxZH35Hb9aqIM2ttIakJphNWSMzRmjNBIoA8YzT0OHHo3BHrTTSH7tSNnf+Br7NvLYk5MZyB7V2QNeVeG737JrsBzhJRsP1r1RT+oqyRaWjFJQAtdz4Vk36LGP7rMp9ua4Wuv8IS/6JcRZ+7Ju/MD/AAoGdPRSDmlpDGOM8Hp6VCjNEwRj8rfdJ7e1TsaicB1INMY4nDUb6iVjyjckDIPqKXNADy1MzSE0CgQmAGzgZIwTjr/nNLmlNAFAAKdilApaAGkU2pCKjNAxpptONJigRn6jH9pe3sj9yR/MmBHWJCDt/Fiq+43VdIyxPrR5aCUvgbyApPqOeP1NONICMimEVLikK0wON8aX2p6BDBq2mW63A3mG4iMpjIBHyurdmGCPfcPQV5X/AMJLHFqpf+xjHfq7vEbq6LoHYHGFQKMfXPtXu+s6WNX0e5sG2r5yEIxGdr9VbHscGvG38IeJkuBA2gSyyKSFIdfLB9Q2cBc/U47dghnefC67udT8DW19dzNNcyzzmSRhyx8w+nHp+Vdfe3sGmafcX90xW3tommlI7Koyf5Vn+FdCbw94eg08hAwd5XCfdUsxbAz6ZxUGvOt7q2kaAOUuZDd3QH/PvCQ2P+BSGMe43UbCNPRbea20W1iulAuyvmXAHTzXJd//AB5mrQpMksSep60tCAKKKKYCUhNLTWoATNNJpCaYT8tAFeYZaoEY7sfWprqaG3tnnmbbGgBJ9fYepJwB6nisRbzWt5J0W3VTkgNqA3gejYjIH4E0CJ5P3nie1XtEkz/Q4Rf/AGc1uoM1mWNkHvTe3M0aOVKlFbOCSM8nH91e1byNaxrkMD6HPWgBscOe351Z+SJc5AAFVJdShTgfyqMajbP/AK3OByOOtAE0s7y/JFnB4JxSrbIE2v8AMGBDAdxTf7RtguIgT9BUX2ySVsIgHvQBW0y9ubS+TRNQCGdbbzYLhDxcRoVViVx8rAsuRyPmGD2Hm3x3sPNstK1VAD9mkaCU+iuMr+GUx/wKu5ubon4h6XbYG+PSLuVjj+FpYVH6pWd43tYdU8G6vbTNHGGgMiSSHCq6fMvPbkAfjUDPmqloH3R9AcHtQakYUhpaQ0AKK1YuPD9wf70qj61lCtZ/3fhxP9ucn8BTQGTiijNFIAFex+FBs8KWI9UJ/WvHP469m0EeV4c08HtAp/HFVEGXmaoi9Dt6VEzgdaokfupd9RZooA8hxRS0lSMcshiZXU4aNw4r1/SbsXWmwTgg7kBPPtXj4+9g9+DXe+A73zLGS1J+aJiAPaqQjsd9LmmU6mIWui8JS4u7iIkDcgIHrzXO1reG5NmtRDpvRl/TP9KBneZxg9u9TgCRcrgg1EvpTMvE26Ln1BPWpYx7JimYqSOZJV44YdQe1I6d6aGQSdiOoIIprdiOhpxppGGI7E5HtTATNPBqM/eprOe1AibOactQKxPWpkOGyeQOo9aAJKKp6bKZNPj3MWdGeJiTySjlcn/vmreaAA1GaeT1ppFAxhoxSmigQ0iilxRigBKPwop2KAGgVIBSAU4cUAI3p3rj/Cb/ANs6rrXiY58m6lFlZE97eEkbh/vSFz+Aqfx7qs+neGZYbE41LUZF0+zAbB82X5c+2BuP4Vrabp9t4f0Ky09WWO3tYVhV5DtB2jGST69ah7gXhS1g3njjwtp5YXXiHTkZeqJN5jfkuTXPz/GPwgrlLGa+1GbtHa2rEt9N22ndAd9QTXAf8J74l1AZ0X4f6pIrdHvpBCD+BH9aYIfijq6sZbvRNDjb7qxp50qj82H45ouB6Dz0wSfasrUvEWiaTkajrGn2rDqktwocf8Bzn9K5L/hWl7f4bxB4z1y/J+9HBL5EZH+7lh/KtTT/AIb+ENM/1WhW875J8y7zOxPvuOP0p6gVZPiVok8hi0a11PXJwcY06zZkH1ZsClS+8b6ow8nSdL0SAn719M1xKB/uJhQfYmutRIoIhDCiRxLwI41CqPwHFLigDjpNBnt9T0e81PWbvVL1b47fMAihj/cyt8sS/KDlQcnJreMmxy3ZeaTVFzcaWf7t4T+Hky1UvJSkMxHXafzxTAr+G7VHtVmck7hvJJ9a3Cw3YQcdBVTSLby7JIk/hGDzWtFbbF5GTQIhjtt3WpxZJt+6KsIoHam3V3a2Fs91dzxW1unLyzOERfxNF7AMjsvm6AVdigVOFHNcqnjN9VbZ4V0qbVjnBvJM29onv5jDLf8AAAaG8Iahq+JvE3iO7kXqbTTHNpbp+R3t9S1S5dgKVldC5+IHi2/O7ydOtrbTkbGcnBkYADqckCmjQJ/ElwreIIUXS1YPFpgOfMI6NMw6kf3B8vqW7c98M/DVpPp8XiNZr0vdXEzwwyTEx+WGKIzL/E+M/Ma9QhjCY9hQloM+VPFWljRPFur6YowltdOsYx0Q/Mv/AI6RWRmvRvjVpv2PxxHfBcLqFsrk46unyn9NtecVAwzQTRig0AKK1bz5NCsV/vFmrJzWtqfGm6av/TImmgMnpRmg0GpAU98dccV7NYZj0ezT+7Co/SvGlGWH1r2lBstIV9Ix/KrQMCab14pM001RJKB8tGKjz8tGaAPJKWm0VAxW/kc1veEbwWmuqp4WYY+prBp0MpgeOdSQ0T7vwpoR7YBTqp6ddC7soplOQwBzVzNWIKuaVJ5WrWj9MSqCfY8f1qlSxS+VNHL/AHHDflQM9RU4fB79/epmT5agkGVyO/INKlxswr/nSYyOaL+JeHHIIpIrr5tk+FboD2arm1HqncW4fIIFADplOzcv6VQku3jYgoWHtT1nktGwQZI/ryP8amDQXafIRn06YNMYyKUTxB1yAeMHqD6GkNUlY2F7tfKxTHAyOjdvz/wq2Thv1oBk64qTNVVY+tShqBGboVx5l3rltn5rbUWBHoJI45P/AGc1s5rltGmEPj3xNZYx5sdpdg+uUMZ/9AFdOTUoBc0ZpoNGaoYtIRS0yWWO3haaeWOKJfvSSMFUfUmi4h1FYy+K9LuVP9mfaNVYdP7PgaVSf+unCD/vqonvPFF4MWuk2OnBh9/UbgyyL9Y4hj/x+p5kBv4qte6hY6XCZ9QvraziH8dzKsY/8eIrDk8N6rqGP7T8V34X+KLS41s0b23Dc/8A49TrbwP4Xt5fOOkQXU+QfOvibmTPrukLUXYFSf4kaB8y6Yuo61KvGzS7KSYE+m7AX9agfxB431PjTPCdvp8Z6Taxd4bHvHHyK7B5obNY4meKDeQsaEhNx7BR3/CqGuatb6Hot5qlzgxWkRlYH+LHRfxOB+NIDzP+yfEPjHxtcWGs+ISsehormXS4vKEc8gHyIxBOdoOWOcdAOtdHH8J/CEkiz39te6jcYGZLy9kct9cEVa+H+l3OneFoZr8l9T1F2v7x26s8nIB+i7f1rrlpqPcDEsvBPhaxdWtvD2mxsvRjAHI/Fsmt6FEt0226JEvpGoUfpQBRTsgEY5bJ5PqaaTQxqNmotYBxamE0zdSk0wGmijNBagChqIzNYH0uf/aUlYutO8dpdNFjzBGxQEZ5+lbd4N9xar2V2kI+iMP/AGYCuX8ZXL2eialOhwyWzuCOxC//AFqBGjpWsxxYM5WDpuEh2gH2J4NbLeJbKTCafFcapLg/LYpvQf70pIjX8Wz6Vyunalp17p8M73NrE8ibjG7gZ9xnqO9alr4n0qJCj6vYKqcHNwq7R+JoA0PL8S6ixU3Flo0J7QD7XOR67mART+D1NbeCtHF1He30c2rXy423OoyGdlPqqn5E/wCAqKx/+E6trhivh+wvdclHG60j2Qg+8z4TrxxmoJtO8Z+I1xqerQaFYty1rpeZLhlx91pjwPqoqWgN3xB458N+F2EOo6jGLgYH2WEeZKo9So6D6/hUvjXU/wCyvAmtaihw0Vm+w/7TDav6sK4rXvAmhaZ4ftLLTtPQXN7qlpA91N+8mYGXc5LnnoCTjFdD8Qwl/pmkaD1GrapDE6+sSHzH/DCj86QF7wzpn9k+HNMsAMfZrSKMjH8W0ZP5kmt5F+Wo4Bvyx6sSTVkLVoDy/wCN2lfa/CVtqCqTJY3IJPcI/wAp/DO38q+f819Z+MdM/tbwlqungfPPayIn+/tJX9QK+Ss5UHBGRnB7VDGOBpc0i0tSAua09YP+i6f/ANcqy609a/1On5/54CjoBmUGkFLSGPj++ufUV7Mpzbw/7g/lXjtnEZ723iH8cqr+Zr2MjGF/ujFVEGNxSEUE0CtCQ/goFNozSA8lopM0tQMBTogDKVPRhim5pCcYI4I5zTBnpHgq8EmleQ5+eE7cV1G4eteY+Eb14NYaHPEwB59a9EGT/wDrq0SWSw9aazptPPNRCOgQ+5oA9T0ub7Xo9nODnfEp/SrG0PkHnHFZHhKXzPD8Sf8APJ2T9c/1rYf5GyKQyEh4OVyV/lU0dwki4P3qXOVqvJB8xKnHsKYyWa3EnTg1l3Fo4feMqw6MOtXVunj4kGakEsc60AY0lw7xPDdIssbDBz/nj8KfaziSLZuLMnBJPJ9zV+WzD84H4Vz99FNZO09s6BgCCJFLKfqAQTQM2Q1PDPuxtOfTFcuNL1XVVVtR8ROlowysGkRm3Dr7yEtIfwK1Zbw1oFqglm062VSOJ7li7H/gTnP60XEU76U6Z8WdImYMkep6ZNaHcMBnjcSD8cZ/Ounn1bTrZwk+oWkbnOFadQx/DOTXnnjrSdGg0K017T7SzkGl30M84QrIskO7a6MOcjkcV6Da2tlZQKbS2t7aEjevlRrGpHrwBUgSx38c7BYorl8kfN5Dqo98sAPyqaUzbP3Hlh88GQHA/LrTTcRpEZmlQRgZ3luAPqarNq1p0QzTk9BbwPID/wACUbf1pgKbO5l5m1GUcYIt40iBH1IZh/30KZHoOlR3C3JsIpLhc4nnzLIPozkn9ajN/qcm5bbSDGMjEl5cpGD77U3n88GoHs9fvNwuNagsomxhNPtAZB9ZJS3/AKAKkDdkfaheR8Io5ZzwPxPSuZvPHnhu0laBNSW/uFOPI06NrpifT92CB+JFOPgzRZ336it1qrcf8hK5e4XPshOwfgtblpa21hCsFlbQWsK/djgiWNQPoBinZ9AOUfxP4rv8jRvBksCsOJ9YuFt8e/ljLH86gbw9461bB1bxhDp0WDut9Itsf+RG+au1qC9vYNPsZ726l8u3gjaWVvRVGT/KlysDyq28CaX/AMLTt4LeW7vRpUC3mo3V5L5jyTEgwoTjrwG9x19+i8bqNc1jQvCOd8d9cG7vh6W8WTg+zMMZ9q0/B2nXNtpUl9qCbNU1ac3t0P8AnmW+5Hn0VcD65rG8HH+3fFXiLxS/zRNJ/ZlgT2ii+8w/3jg/nQgO7Q559TnAHSp1FV0qyvarESAU1qfmonNAELn5qjJokNR5oAevNKaatONADTTCaU1Gx/pQBBNy5buo2j2z1/kK4b4hT+X4c1E+tqw+vGK7oDO4nuePpiuB+Jaj/hFb5vSIj9aAOR+G/i67sks7VX3CGYQyxlsb4JPusPdX2j6NivdQsGq2izIVkXggMM4P9DXyTo2pnR9Wtr1eVikUuMfeUMCf5Zr6Z0i/8hkuLVg9tKiuMdGQjIP5VKegG0gkiYKxPy8D2q2gy1WV8m7iDIQQentQtv5fvVAZOoW4udY0aD/njLJefTZGU/nMKyNYZLv4p+H7Vj/x6add3QX/AGmKxg/lurpIk8zVp3ABEESwg+jN87D8hHXLRx/a/jXeybv+PPQ4owPQvKW/lUAdrAuxAKmIpiLjinn+VWNEc670bPofwr5P8b6OND8ZalZKP3TSmaIY6I/zY/Akj8K+s2+6c9gSfavAPjHpUc1zbeILWRZow/2CcocqrgF1ORx3YH8KlgeWA4oDUhoFQA7Pb1rU17ia2h/55wrmqNtF5l1CnHzOB+Gasa3Ju1ab/ZIUUAUAadTMU4fWkBqeH0369Yj/AKag16qzfNXm3g+HzfEETHpGpb8a9HNXEAopM0masQtFIKXFIDySinOpR2UjlTg/Wm1AwNFIaKYFiwuDbX9vOp+64B+lew2rJLbo4OQwBzXiy/eZfUcV6b4V1Az6PEG5ZRtP1FUhM6Timk0wNmimI6/wRc/8flsT3WQD9D/SuwZcrXnnhSfytbA7OjA/z/pXovUD6UmMq52Pg9DUo+7SOmaYh2ZBoGJOE24IBzWbJG6MSnArRkGahYUAVEuynyuT6Vk6hau8TFGLKwPI7Vqzp1wKqguvT8qYHC6D9pGoXOm3V/qEERcvA0M20NnquSCR6jGO9dTbaFpFtKZk0+J7hvvT3OZ5W57yOS3erN1aQTxMfKVX6hwOQfWq2nX63cJ3YEsbFJB6Ed/xHP40ATahomn6vp9xZT2lv+/ieHzPKXcm5SMg4yMdazfA0FpN4Ts0ksbUXliWsrg+SuRLEdhJ46nGc+9biSZxisnTkXT/ABVq9so2xX8ceoIc/wAfMcv/AKDGf+BUWA6RTjGOMdMdqfvJbLEk+pNV1f8AGpM5osBNvpQaiFSBqYDs0ZpM0hNIAJrB1+IardWWikB7eVxc3oJ4MMZBVD/vSFB7qH9K2Sctj145NZmngu01+y/vLoqUPpCM+WPxyz+xkNDAzvHutSaL4P1C4tyWvbgfZbYL94yy/KNvvglvwq34Z0ZPD3hnTtIXaWtoFWQjoznlz/30TWDej/hIfiHa2vD2Hh5BdzcfK104/dD/AICvze1dgvLUluBZiGatLVeEdOn51YH86dxCtUEjVYILj5VY9sgVk3mq2NvcC3lvIhOwJEIbdIR7IuWP5UASuetNFVPtM8vMNrIqno1wRHn/AICMt+YFWYt+wbypbvgYH60ATLSmhRikNADDULVIxqFzQAm6uA+KfyeDb4/7gP4uK7nfXC/FZx/wg977mMfX5xQB4AP1r2X4V+IheaU2kSv/AKTY8xhj9+Int/unj6EV40ep+tbPhXWP7A8S2WosWEMb7ZgO8bcN9eufwrJPUD6dsr5rd9yHg9VPY1vQahHLtyQMkA+1cz5XmxB1IJ7FT1p0SyRnOGx7GtEB0GnSp9iRicvMTMxPUlju/TgVyPh9/N+L/i+Zs7Y7SziGe2Vzj9K6W0iSdA0T8jgg9vauAs7rxFH468Wf8I9ocV+ZbuGJ7y5uPLihMcK/KQOScseBSaGj1gkcng4GTg1zVx4yhuL59O8O2/8AbN8hIlaN9ttAf+mk3IB/2Vy3tWfH4M1XWcN4s197qHOTp2nqbe2Ps5zvcfU4rsrGwtNMtI7Wxtora2jGEihUKqj2ApMDn18MnUB5via5/tWRuRahfLtIx6CPPz/Vy3tjpVPxh4dg1TwbqGkwQxxgwEwLGgAR0+ZcKPdenvXZsFK1RuVwwwM/1ppAfGytuAYcBuQPSgVf17TTo3iDUdNIx9luHjUf7Ofl/wDHcVQFTYDT0RPM1WD0Ulj+VUbp/MvZn/vOT+taegcXVxL/AM84GIrHP3ifUk0ugBS5pKKQHYeAos3t1P2WMID7k13Fcp4Eixptw/dpMV1h4q0AhxSUtGKoAApaBRQI868Q2n2bV5Owf5hWRXb+MbEPapcqOVODXEZqWhiGiiigAA+YfWuv8EXey7ntWPDHeorkBWhot39k1i2l6AnaTTQM9cpcUxWygPYgEU7NUSaGiP5et2Z6BpQh/HivTIXygz1HFeSxzGKVHTHmIyugJ6sDxn8RW7H4y8XWSeXqHw9vnuGJwbK6jljx9RnFJsaPQCKiYd64YeJviHeN/ovgKK2Q8CS81FBt+qg5qRF+J9zzLN4WsBjkCOWU/nmp5hnZ/wAPNRyJXBa3qnj3w9Fp7T3vhy5F7fQ2SkWUoKNIcBvvjgVqnw1r+o4/tjxddCMcmDSYhaA+xf5n/UU7jNjULm106Fpr66t7WJRkvcSrGB/30ax11y1uVzYwXl4mM77eA+WfpI5VD+DGprbwpoOmyrPBpkElyvIubgGeUH13yZb9a0SM9e3A9qaEZpW9lU7kitkPv5jj/wBlB/76rkjP/ZXjU2yk+TdQB33H+LccHPrw2fwrupz+6NcP4wg8u+065yF3B1Jx3GD/AFP5UwOpjmAqpqbJHd6bqG5VW3mMUxIz+6lG39H8o/QGqVpd74lJ+9irDMkqNHKiyRsCrowyGB6gj9KYGmLrDdMeoqwl6OlYtvv8pVdzIy8bieW9z7/1zVxI8sDQI1BcZwRThNWa8uzgVE1y+7rQBuo4PcU41gJdSBuDmtOKVzEC/BoAdcJ5sLxE4Dgqcenf/CqmpahBpGm3WoXPFvaxNM4Hoo6fyH41aL5auc8Tomq3GneHSN8d5Kbm7Hb7PCQxB/3nKL+JpMZzXhTxdp9jo4RVvNZ12+la9votMtmk2yyH7pY/Ku1Qq9eMGulS78a6hj7Lo+l6TCTw+o3LTygf7kYwD7E1vWdrBZQi3tbeK3gXhYoUCIv0UcCryAmlYDn4dB8Sz83vjK4jByDHp9hDCB/wJg5q4nhbKBbnX9fuPXfflM/hGFreUYWnH1osI5+TwjoQB+0Wkt4CACL27muFI/3ZHI/Spoorazh+z2tvDbw/884Iwin8AKvXT4XGazwd7U0rAPU54qyoxUaJjtUi1QEg+7SN92l/gpj8UgIHaq8j/NTpCTmo9tAETVwXxWb/AIoy4HrLEP8Ax8V6Ay15x8V3x4UlHrNGAPfd/wDWo6AeHE0fwmgigViB798MNdOp+EoY5G3TWR+zyc8kdUP/AHycf8BNeg27h6+d/hdrX9l+LUtXbEF+nkEH+/8AwH88j/gVe+25JXg9BWi2A144PnDp8rZGcdxWV4GUxaXqMvVrnV76Un+9+/ZQfyUVo2cro4+oxUHhG3kPhfTicAtGXJ9SzFif1oYG/wCeN3TmnCTf0BqvawgX90p5CiM/Q4bP9K0QqDoBU3Q0QbWNQSgj/wDVVxiKhdk6ZFNMD5w+M+lCw8ZQ3qLtW+tg5x3dDtP6FK87Fe2fHqWy+waPCGU3yzO4UdfK24bPtu214mKmW4Gvo4xa3zf9MiKxs1saU2LK+HcpWNS6ABNFKBQRSA9L8Gx+X4fjb++5P610BFZnh6LytBs0/wCmYNaZPy1ogG0UZopgFOWmU9aBFXUrf7Xp8sJ5LDj615dKhjldSMFSQQa9bIzXnXiWzNpqzkD5JPmH1pMDGooNFIYCgsUYkcFeQfSlxSH+fFAHq+hXf2zSoJc5JGD9a0c4rjvAt5/o81ozE7CSB7V15NWJis3y/SvVbaQS2ttcDGGjVuO2RXlOK9J8NS/aPDtp3KKYz7kHFAG2OeaQikiPy7e4p9SyjjfHEX2vUfCFj/z11qOY/wC7EjP/AEFdU6VgXSC/+JOmg8x6bp0twRj+OV1Rf/HUf866V2ShAUpFqBlq5Jg1BszVCKkkW9SPWuU8fWgj0zTJiQAt6EYEdQ0br/MrXbCLFcd8UDt8HtKGw1rPDcnnoqyLn9CaGBg6dI4iUKVIUDgjp7ZrZibOAf0rAtj5E7Rf3uQa2rM5NAGjCMsK00QBO1UoQBzipZJeMD0pkkMpyxqPGWpDzUka5YCgZbsrcO2SOnNX5uMYptomxfwp0/8AKgCAZLe56fWsbRkF7qGo6wRnzpPstuT2ghJXP0ZzI3uNtWtWmmisXS1bZdXBEEDD+B243f8AARuf/gNW7a2hs7WG1txtghjEcYPZVGB+lIZNG+boxZ4WMMw9yeP/AEE/nV5Ky7A+bLeT4OGnMaZ9IxtP/j2+tSPtTAsLQx+WlA4FQTygKaRJn3UuWIHSmQJlcnvUTHzJce+T7Crsa4A+lMY/pQKRjSKaBEv8FRS1L/BUMtAykH3M4/usRTsVXs23zXqnqk4HPoUU/wBasPxQBFK6oprgPHNhHq9itpM7orSB8qeRj/8AXXbzON2PTrXHa0TKzTfwq5jHvjr+tAHlN74Lu41LWsySjshGDXO3Fnc2bmO4gkjb/aH9a9dxUU9tDcIUniSRO4YVHKB5LDLJBPHNCxSSNg6sP4SDkGvprwX4gtfEmjx30RCykBbiHPMcmPmH07j2IrxfU/B8Mm6XT2MbgZ8sng/4Vz9lqeteGr5mtLmayuMAOB0ce4PB/wAmlsB9ZTnyNPuJk/1ixNsA7vj5R+ZArQsoo7Kyt7ZcBIYljA9lGK8q8D+IdU8T+EZZ7m6LXkRdcqgGZEG5Djp/drtbOY6jb2v2d3keaJJHkYnC5UE8evaq31A1o9Tgi1W+Rn+dhEyAAkvkMMKB1+6fzrTj86VckGNSM4br+QqCzsLayT90g3n7zHqx9zVrdU2GMe1EmQ0shHs+3+VU5tItHH3OfUnJ/Wr+fekJppAef+O/BcHiHQntflS6hJktZSPuvj7p9m6H8D2r5oO4MQQVIOCD2Poa+yrnBXDLkE96+WfHvhz/AIRbxXPZI7yW0wFzbs/XYxPGe5BBH5GlJCM/Szix1BvSMCsqtSzONEv29Sq1lip6DHCgDLADqTgUgq3pkP2jVbSH+9IM0kB6xbKIrWJOyoMflUpao3PzkDp2ozWqAeDTqYBUwoAbilApwpc0CHhMVy3jSy8yyjuVHMZwceldVmqmp2wu9PmhP8QNDA8npP46fLGYpXQ8FSQc0zNSA6msPlp1FAzW8MXn2TW48nAlG0/WvTiR1HfmvGUkMUscq8FHDV6zYXQuLGGUHIZQapCZbLV3fgeXfpM8R/5Zz9PQFRXn7SV2Pw/uMtqEB6/u3HuOR/hTYjtej5qQmmFflpVGSB3JAFSykc/pKm48VeI73aRseCyRvURxBz/49MR+FbbI57ms3wyudHa7OC19czXWR3V5DsP/AHwFrYpRAqtE/wDeqNm2deatsOKrGPzHUds81YDWl2JuPFcH42f+0/AOuXSncj2TPGcdV4bP5c12Wrt5axRDqTk8dq5XUItnhfXNGZMmGylMJA+/CyttA91IKfgp/ipgcvbTx3ekw6hCSyGITg5zjjJH9K6CwHzVw/hK3vtP8F3NrfgLJHHIYgDnCFc4P45rubMfMPYYpAa68LTWoB+UUuKYhmPmqzAnz1Gi/N0q5BH+lK4F2MYUfSmT889gKkH3QKiuN+xvL27wCV3dM0wMwD7RqRlx8lqPLXPeRh8x/BcL/wACeprm7jsLSe9m/wBVbRtM5z2UZ/pTooRbxLEpZgvc9WOckn3Jyao6uPtH2DTeT9uuVDgf88ox5j59jtVf+B0AaekWklnpVpbzndOsQ8046ueWP/fRY1qIMVHGpPzNyx61L0pDFZ8Vl3k+eBVq5m2KcfrWOzeY/saBFi2XOSfWrgOFxUMK7EAqTNABTlFRFqlj5pgSfwVVnb369asuflqjM3zemDigDO09/wDibaumPuyRMfbMS/4VfcZ6VzSa3p+l+I/ER1G9gs0j+ynM7hc/uu3c9qkOvXurps0Cwl8ph/yEbyMxwp7qh+eQ9+gHvQA7U79zcPp2nlTd7N80/VbVCPvHsWP8K9+p4FYmpqE01FXgB+MntWy1lDpenfZ4Wkd5GLzTynMkznq7nue3twBwKy9ShMtqVXqib/xotoBzrHFRk04nNJSAaTWD4st4ZNFaZsCWNwVOOue1brGue8WvjRwufvSCkwK3gbxQ2iXTae67Yb6eMCTP+qfO3LDPK+vTpX0roMc0dik10kaXMgy4jYsoGexIB9DXyJplv9s1axtunnXMcf8A304H9a+w4nG4ovCrwBSiBf3ZqC91Gy06IS3tzFAjHCmRwN59BnqfpWbeaheSXJ07TFje7ABlnkGY7UEcMw4LNxkIMZ6kgYzZ0/RbWyl+0vvur5hh7y4O+Q+yn+Ff9lcCk2MYNejk/wCPfTtUnUjIZbNkB/F9uakOsoi5nsNSi74Nqz4/743VpZ//AF0uPl/wo1AzPtVrqEUn2S5jl28OEYZU/wC0Oo/GvGvjZaA2Wj3pGJIpntjx1UruH/oP869ru7C1u2DyxDzVB2SqSrr9GHIrzD4u6VJP4OlklJkexlSeNwMFl+6wYAYyFbPbOD07t3aEeJNlNBHYSzHI9cVnCtK9+TSrJOhYsxHvms2pkAGt7wjD5viCEnogL/TisKuo8Dx51aVv7sRzSSGd0xyxNKppnSjdWgE4NSA1XVqeGoAmopgakzTAtAU/b8vNPKYppNIR5n4osvsmsOQMLJyKxcV3XjO08y0SdR8yHk+1cLmkAoopopaAEbhTXc+Dbz7Rpvkk8xnBHpXDN92tzwbdfZ9WeAnCyjIoQHoO3NdJ4GfyNdZDx5kBGPUgg1gha1fDj+V4is27M5Q/ipFUI9R4qG7l+z2U8y8MkTMPqBT1amzRiWJkYfKwwfpSaGhtlbpZWNtaqPlhiSMD6Lipy4puc8nqetKBmkthkbb36VJFD5fzHr2FOC45qC5mOzijcDKuD9pvXl/hX5FqjdwZvVPGHs54/qdyGr4IHFQzrmWI/wC8Ppkf/Wq0B5p/y6XI67rd/wATsrorI/Ip9RWBHwwD8AcNnsO9btiMQKM528ZHegRpqamXmoFFWoxQBKidKtwjDVAg/Tmp0HSkBYB+Wo35p3WkYUAVzWRpx/tDxnqE4AaDTIFskP8A01kxJL+SiIfnWxcXEFhZT31ywSG2jaZyeyqMn+VZHgOJx4Utr6fJuNSd9QlPvKxYfku0fhQB068LSSSYX/GlLYXNZ11c4XqOTQMgupyWwD9ajt03Nk9qy73V7GwlUXt9Dbs/3Fkf5m+i9TT4tfjkT/QdN1W86YKWnlA/jKUFMSN4HC0hYetYLal4jlC+R4ft7cHveaguR/wGNW/nTFtfEt2+J9W0+0iP8NnZs7j23yNj/wAdoA3xyue3rVa48S6Bp3yXevaXC+M7ZLtA35ZzWfF4K065ffq9xf6qxHIvbklD/wBs1wg/KtKHw7oOn4NroWmQkcAx2kYI/HFIDIn8b2N0dmjWuoaxI2ADZ2x8rPvK2EH51Xa21/Vebu8XSLfORBp5EkzD/alYYH/AV/Guld/lx0HYDtUH8dMDM0vw1o+lOZrawjNy3LXMxMsrH1Ltk1rS92JJ7kk0oqC+bZbtjqRQBg3kjSzey9KRUBt53buh/KnCL1q6ItkQPoKYHm4bKgjoRmgNVvU7f7NqE8XRdxK49KpGkApOa5bxlL+5toQepLEV1GK4rxfLnUo4h0RAfxqWJGFa3ElldwXcJxLBKsqHGcMpyOPqK+pdF1m5vdBtrxBayXl5gW/lkmJyRkOQeQAoLFeo2kZPGflMntX0f8IYmHhSz3kkwCRVyehdtx/QKPzqY6l2PQ9LsE0+zW3DPI+SzyyH55XPV29z19ug4Aq8BUaVKBVCFAp22lUU5hUtgQMKwfEOnR6rpV7YTA7LiJouOxI6/nzXQMKz7vjnv2+tUtRHyBez+bb2o2lTGmxlP8J9KqCtbxDbiz8UavZYwqXkoA9BuJH86yiMNg9qhgFdp4Fj/wCPyb2Cj2ri69D8EwhNClm7ySkDPcCmM22PWmZqR1pmKsQ5M1KKEHy07FIYopcUClpgXmkzxTc+9R5p9ITM7VbcXdjNEecg4+teXyxmKVom+8pwa9caPPHrXnniiy+yamzDo/NAGHSgfLTc0oNSAU+2nNpewzg42tz7CmUjDORTQHsNvN5tukowdw7Vf0qTy9Wsn7CdM/8AfVcl4Vvzc6SsZOWj45rfimMcqPnG1w2fTmqA9mReo9DipggpEAPI5BOcjvUwFQ2BFtHpScDtUpSmMme1JMZE7elVJx8hq6Y8VG0eapAZSWrnLZpJoCFB9DkYrRdo41+ZlA+tYmra/bWVuzrGZOdoAPU1Qjz+74vbjgYEjgA9xmr2hlI0lsl3bYnPlZOSY+GH5BgPy9ay7iXzZXcgAuxYgDpWlFbJcw2+9TskQHKsVZJFGMqwOQdvof4aYjfTtVmKsaK2vYnHk6i8ij/lndRKw/76Xa38/wAa0I7mZOJrZlx1aM+YuP0P6UDNAoHXkdOQQeQfalW6Fuv+lYjH/PYj5D/vH+H8cUQSJIgZSGU9CO9WEbHPSgB6zRuuYnV19VII/Smy3VtEhaa4hjUdTJIFA/E1Vl0/Tp3LTWFnIx6l4EJP6URadp0TZi0+zRvVbdAfzxQByvj3VU1Hwu+maO0l7LfTJBM1jG1x5UROZGOwHsMVrt4u03Tp9P01NP1dprhfKtYRYNGZAi9B5m3otdApwox0HAA7Vy17D9s+JenuQGGnaZLNj+68r7B/46rUgNGfWdUkQiDQJ42xwbu7ijX8dhc/pWcw1O5cfa7qOBD1hswfyMjcn8AtadzPnhenWqqjLUxsdYWkNnuNtEsZY5Zh95j6ljyfxNaSt689+ahiXC1MqZoJA/O1TwQ5+nekii71aA2LgUDF4ReKqTSZbFPll6iqhbNAAe9MpxppFAADUF4d6Ae9SM2Oc1Wd89TQBWK1cVMxH6YquwytWrc5TFMDi/E9tiaKbH3gVJrDCj0rs/E1qX013H/LMh/qK4nfSYh5rzjxJL5mtXGP4Tt/KvQnk+Un0Ga8t1Obzb64bu0h59aiWw0V0G+VR/eOPxr6P+GE3l6fcWfeMo4+m3H9K+eNKi83UrdMZ3Ov869z8DXP2fxGqZws0bIR6nGR/KlAo9gjNTKarQtlQfYVajHeqYiVR7UpU0oPy0jSon3nVfqcVncdiN1NZ14PkNahIdMggg9waz7xMocdeQM1cHcTR8qfEGHyvH2t4z/x8Bj9Cin+tc8v7xBjqOn0rsfiOuPiBqZwBuMTcDr+7WuPZPKbP8DE/hUyEMr1TwzH5fhqyUgAsm415c4ypb2ya9a0lPL0WyU8FYVH6U0MlkqPFTutMxVAC1IKZSg0APopM0maYFofeqTpTCwFAakSKW9K5rxTp73loHQfMhz+FdKaq3cXn2sieoNAHkxGODQKluojFdSo3VWxz3qKpGKKRx0NKKkRkGQwznoaYHReDLvy72W3PRxkD3rumGVbAycHivK9KujaanBL2DYOK9RacR2UlyDwkZkz9BmmgPZdPu4JbG2eKdHRolKsDwwx1zV4OPUfnXh/wWmhj8NX32gtLKksYRHYnYCnbPTnPSvTraKS9bOGRCeADScUB0D3MMa/NKi/U1D9vgPKvv8A90ZqlDplrG+TEsj+mOlX0tyeqhF7ACpskMhe8L42Qu2fUYqJ0u5cbdsYPcjOKuPiPIhUFu5PaqslvJKv72aRx3CHC/pTv2ApXEdtAxVi11cE8Anp+XArC13w/Je2nnrKPtUf3Y8/Kw9B6HvW84mgytrZH/eJH+OaxtRsr6dCfOkVxyF7N7VSA8/KuHKsCpBIIPUGt6wJTRJNoLSRAyKB6jn/AD9axb2QSX0zqchnyD61t+GpN8pQ9NwyPWqJNRFG0FTlSMgjuKkVvmA96raMpOj2oY5ZUMZJ/wBklf6VaYYlH1osMuwD5fxyanJ+Wq8BwKlJoAa3NKvFKBUqJmgByt8orBRU/wCEh1i877YLUHPZFL/zlzXQlNiE9OOtczcsyRXBHDzTEj3JIUfoBQBKX8znqKnjXpUEagKoHYDFX4Y/lBNAyWMfKKsItNUYWnhsUCJRgVFLNhcA1HJJiqzuTQArNlv60opgp4FAC1C5qfHy1TuGAzz2oAr3F0kaszMFVRkknoKow3DyxI7gqWG4A9QD0H5VW1YeZbqh+7NPFG49QXGR+IyK0YrN5WOOAKYDVm/GrtpIC47ZqM6c6e/4UR28iOMA8HrQBbvrQXNpJFjO5SCPbFeUyIY5WibqrFT+FezJHmIZHJFeVeJ7YWfiK4iAwGIcAe9JktmPdHZazN/dQn9K8onbfKx9TmvSteuPs2i3DZ5YbRXmROWrOZaNrwvF5mtQnGdhLV6TaXJs7qG5U4aFw4x3IP8A+sVw3gyHN1O+PuoB+NdmBlcU4bAz3qzcSIGUjaQCPpUt1qEdkq7su7A7Ix1Pv7Cuf8L36SeFLW6lJOyIq/uVO39cD86gaZ7iVppTl2OTjoPYe3alOVi4RuXZ9QubliHlKpziOM4H49zVYwx9okz0zinoKeR8tYNmySRT+aB90RMbf3kO01fs9ae4/wBFusGcghHAx5ntjpnv7/zqSr8v41g6iXj5RzG4OUYdVPY04yaY3BNHmvxXjCeOHdSP3ttE5Hp95f8A2WuIxvUg8g9R6123xRme78S2V6U2LcWETgZ6NubcPfnNcQDWr1Oa3QiVTG+wng5x7ivVtIvob/R7eWHjaojdc8owHI/rXlzjzEx3HQ+9augay+l3XnEExMNs8YHJH94e4zQnYR6MajY4pY5o7iJJoXWSNwGRlPBHqKUrmtAI804GmnjrUE95DA+wnfJ/zzTlh/hUyko6scYuT0LYamTXMMGAzZY8hFGWI+lUVN7cYZitpC33WByx/H/AGhR5TbLWJvMYgmQ5Lsfbr/U1yVMZGOiOunhG/iN7ZSqlS7KUKK7DisR4prKKmK0wpnvigLHnHiuz+z6l5oGFkFYNeheLbDz9NMqjLRnIPtXnlQwHCg0i0UIBAcHjr1Fd3NqIfwFfTBvmW2Kfifl/rXBt94GtH7aT4cuLLP8ArZoxj1G4H+lUBu/DrVHs/HNrZb9sF4q2sg7M2cqfrnI/4Ea+n7e3XYFHEajGB3r41guZLPVku4/9ZDMsqD1ZWDD+VfX2i6xBreiWupWrHyrmJZQD1XPUH3ByPwpNgaY8uPgAA1FLPtXLFUX+8TjJqOSTDbE5c9zUsVukbBj88uOXY5NQMhQzSElU2gnO6QYx/wAB6/nipRCw/wBbK0h/75A/ClubqC0t5J7iVIooxl3c4Cisc3WqamAdPiFlbEAi6u48yOP9mPII4zy+Mf3TRcZrny0XO0kDrgZrLvNWsQ5t2mTzWUssbHDMPYHk/Wmf8I3aSNvvpbm+k6/6TOzIPogwg/75/OrUWlafbIVt7CziTOcRwKo/QVSYHkmpNBPcfaYQ0byljLbSEb4X3YIOPcH8jirfh6bydQAJwDg81vapp8OovPpywCyurWRzDGANjxE8MoH8J3AH+63XrzytokltqaJKpSRH2sCe9aLUk6vTE8u1kT+7cz/+jGP9amf7/wCNVtNk+e8H8Pnkj/vlc/rmrbD5qoCVWwtSBstVUZHercIzigCeKMtVxExSRJ/hUshRIs5pElDUJ9iEZ6jHWuakfzdSihGD5SmZvqflX/2Y/hWhez+bNgdOlZuht9re+vfvBrl4UJHVI/k/LcGP40DNe2i79auqMUiDYvFLmgY8monfC0FqbtMjetAETkn6UBatJbn0qwtt6igCiq5p+yr4t/bNMaMDqKAKTfdNZd243YFaF7MkakA88jispEM78ZP9KAMzVo5F08XA6W9xBM/+4silv/Hc12MUIjXAwT61n3GnC50m7tGXKzQPGT6ZUjP65q9YS+bplpMeskCOfqVFMBxXNTxIBjgVFUq520AWCRtxivOfHtrm7FyByoAJHcV30kgjXJOMVyevXFpqDrCJ4XZgUIDgkfhQJni/jKdhp8MP958n6Vw+a7Tx5EbaWG3f76k59xXFr96sJaspHe+C4fL0+WYj/WPxXTdaxfDqeVokA6EgmtYPWkdELc7Dwdqnn+Hb7T8nfa34QgnqjLvH6hvyrpIe1eUeDNYW38Z6jps0gWO+RTHk9ZYzkD8VLj8q9Wtz8oPX+lZT3NqZejHy09h8tNjPyinkMex/Ks7Nml0VpR8tc7rJwM10ko+U5GPrXN65gW7MegA/KjYLnlvxDuo5dR0y2BDSW1kPMx2Luzgf98kH8a47NWNQuZLvULi5ncvLI5LEjr6D8gB+FVt1amD3HrTjxmUYyBzuH3h6VGrUPkxNgE5GBjvSYrXOk8M6m9vexWwmSS3uiD5e47om9enrjj3zXaTXMFsm+ZwgzgDu3sAOTXB6FoV6l9DdnEbRqCFK5JPTpXYpBHbtvl8ySYjgk/N+J7fQVz1MZGGi3OqlhZS1loNMt1eMdim3hXk8gMR/tN0X+fpmnJ5EUTLAoOOCxHyj6Z+99Tx9KfNMm0LKDtA4iQYCj+nWqzPvYAZwuAFBP61wSqTqO8jvhSjBaFhpY/m80s/oM9T/ADNSRpJcNuyEjIIBPc+gA6/561TAI5f5vc5xTzJ825SSeBu9KhltHR5pc0oFLivfPBBadigU4D2oGile24mtZEIyCDxXk19bG0u5YWH3W4z6V7IwrzfxhaeRqYlA+Vxzx3pMDnAaKM0lSIOtC/ejHq6UZojH7+L/AK6Z/DBpgMI+Zj75r2P4R+KTb+H5dMuTiG1vUAkJ+4sp43f7PmYGf9qvIpMIldD8O/EJ8P8AimF2WJ7a6IgnSY4UjPyknHGGxz9aTYz6piQRLj70rck+lE0yW8DSu2FUbiTWbpuqfaVZbiIwXG8hkJzznsfoP51cdPtFwqt/q4wHI9X7fljP5UrDKdtYyXtyt9qCEFTutrYniH0Zuxk9/wCHkDuTs47UgNKDSAaVppqSmlaaYjJ1PT4Z1SUp88Z3Kw6ocfeB7env3zXCeI7Ga2u4bpYWm6IdhA3Y6DPY/pXpzD5axtRst6uGUNE3HIq4uwHnulaq1tcjTtS/d3kkhMEhGI7kZ/hPZ/VevXGRXUw/vE7Z7gGsi906CaKSyvYElhbkBh+TD0I9fWk0mW50y4FrdzPPasQILqQ/Mp/uSe/o/fvz1sDWlTDCp4D8wp11H0zwc9MUyE4zmmI1FYIlZmoXvylVPXjim3F5sQjPasssZH60CsRzzraWlxduQFgieUk+ijP9Kd4Ut3g8L6WswxM1skkn++w3N+prL8YN5PgzVFH3pohbr9ZGCf8As1dVbxeVDFEowERUA9gMf0pDJgKdinKualEVAEIjzViKHvxT1jqUCgByJipMgLkgVHuxVG9uj9xfSgLlm5v4YF5P4Csa51UyZ8oceuKha3eVssc/jUsNgCwyOKAKKxTXD855rWt7Xy1Ax+NWobQIo2r+OKtxwe1AFdUxUFlbmO3+z4wISVX6Z4/StJowOtVZ7tIlJ5OB0HegBNmKqXmp21n8hLSTEZEUY3Of8Kpz3s0+RuMannEf3j9W7fhUcFjJLwiiND94jqx9Se9MChdtdam2LohYSfltozwf989/p0+tZ+o2Hl2nmRQxx+W6uSqAbQDz+ldjHYJEvCgn1pHtd+QVG08EEUAeNfEzRTfaDHq0SHzrNtkwH93v+XH4V5Co+YDHcV9L6zpENzDcaSWIt5ozHuBwygj7pPceleF6p4VvdC1yK2uEMkLuPKnA4cf0NZyWtwR1mnxmKxgjPUIKtUKuxQPQAUppoDjJJCPFtvtJDLeRYIPfetfR2mwtebmiI8tWKk+h9vWvKfCHhCG5W98U6ku+KJ2Wygzwzg4Mh+hyAPUfSvXvDpMeip8pVnZm+p/zxUuN2UpNbGrFFHGo4BPqTVkH5apmRI8FiM+gFNa/g/iZh71aSDVlqSNJFwwBHvWBrfhxNTspoYJvIkcEAkblz745rXjuo3X5HVgegzyakDg/X0NDigTaPlzxR4U1rwvd41W02xyt8lxG2+Jz6BsdfY4PtWDnj1/rX1pqlna6nYzWV7bx3FrKmHjkGQf/AK/vXgsfhnT9PupfKVpFWUhGmOdo9MdzWFWfs43NKVN1HZHMWGiXV4nnMPJg/vuDz9BXU2WjWtgocqysOdzD5z9B0FXopoxL8pQhRtMjgfKfr0/L9KY8scedgMxPBlY8D8P8fyryqtadTQ9SlQjAtLj5dx8mMdFC4LfnyaiknLsqwkqoOR6moMyTzFmZmZiCST1/X8atRqsXWVhnIJHJFY2SNyDyDtyc/MeBjk/WhZTGuxTu5GcHpUzT71P3VXByQeSfeqZlySU2lQeC2Mf/AFqpaiJtwK5Y7QBnBHH4U0yjdncRxzx0qF2+8OSQMEk5H59+1QPJhsKMscHJA4q0kJ7HeUUpFGK9w8AAaXdSYoxQAda5zxdZC40wuFyyciujxUN3CJ7d0I4IIoA8ZNFWdQtvsl7LCRjaeKq/x1LAWnRj99F9WP8A47TM1LF/ro/YOf8Ax2kBHN981GqZUggENkEHvUzinxp8vSgo9u+GPimTVbKOK7l3XlswhkdjzIv8DH3/AIfqPevVInGCc5ycnHb/ADxXyfourT6Fqsd/b/wjEiZ++ncf4V9L+H9Wj1XTYblD95RkHtxVJXEdCpp4NQK1SKaVgJRQRSA1IBUMCIiopF3qVIyCOatEVG+B1IA9SaExnJ6rYOPquSD6isqDlwrAENkFSOoruJY4bhGQsrH1HauU1GyNldF/4Se3Y1tGVxMkn2RooHRRgAnoKovPsyf0ps1wXXFVeS3fmqEPJ8xuakjipFQ9hWhb2z8bh2oA5fxapa10iy/5+9XtkI9Qr7z/AOg12qx5rmNbhE/jXwpZDny3uL1gOwRNo/V660LjpSARUxUoptIT8tAE2UFRyXEaL1qBlc9M0LYmVhuyB3oAgm1An7gOfpVP99I2cEk+1bqabEF6ZNTx2aK3C5PpQIzLazfaC461oRwAdhUN1q2nWEwgmuoxMeRDGDJIf+Ark/pTBfXs+fs+ntCnaS7fbn/gAyfzxSuBfCY7YqpcajBFlYj5rqcERnOD7noKo3TbF/0q6ec9DGn7uMn/AHQcn6EmqBeSdgqIEjHARQAB+ApgW59Sd12qOe+KqrFJO2Tk+1XrXTSeWGPwrVgtUj7c0AZlrpXQsvfuK00tQigD09KscD2qCS6A+VMsx4wO1Fx3EcCNckgAdTWbPM8rMkHHHLelXXhMi7rhgFH8Of51xfif4keHfDW+H7QLq7UY+z2+CQfc9BQBo3FmkSsHbgAsXY9Pc+leSeMvH2nvMNOsES78qUeZdfwDB/g9T7/zrnfFfxI1vxTvtwy2li3BghJ+b2Zu9cb5ZHXoKhy00BHqVtPHcwrJEcqwBBzT5TsiZv7ozXKeCruR9aSxlf8AcSIwAPZh0rtLixk80WyjLSkInuScVMZdGU090d7qD2Wh/D22a5UJbwRwZBTdg9RgeuefrUw8RJsttI0dRPeCJXlLH5LdTzukI7+i9T7DkZnjb7Xqq2nh3TUMgeaKS5kBwscKk4J+rL09vetnQdEstCsfstrEAGcySOR8zuTyxpuTRUYs0IVKRAF2dupZup/wpxPvUhUdajes7s2SK84HJBKt2K9f/r1V0/XJ0vTY3wViQTFKOjgeo7H9P5VakHymuT8V3r6Xo02oQkCe2KyRk9mDD/8AVTUmiZRud7LLm1kdMnahJB7DFeKXLf6VNlyfnOFxwPxr0Wx8T+FYvsWkanqT21+0aK7EyKjsw7MRjrx19q4PWbWODXdQtoDmKO4lVCTnI3Hv0rHFNOKNcKmp6GbLLvwpZQMnqMAD+lKY8MCTvwcHBOBx+tOMez7wIJ5wATg+uakOwKVfduwCSDkqPw6d68xvXQ9FeZGJHOFChRyF25JP09aXeI2OevHBOfzqCWQiUhRgY5AHX2qIRPtyFIUcMc9D7cUrF3LeN+M5kJ5AAPHsO5P+fo4RGRdxb92owCMcD/Jptp8iFjtw4JLHgMPTgcjtV2K5tXXqskn8IY/Jj8qh3Ww0VRADtJ+baM5zgL+OKdHB5ijyYfMIJO/OE/8Ar1c8yxjP+kvG245AI42/7uf/AK9QvqEcrKiB5AeoRsIeOw6n19OKLsTZ1hFIakK0xhtr6M+fGD71OxTcfNS80gFxSU4CgrQM838aWX2fUFnUcOMGuWJzXpvjCw+06UZAMtHkj3rzEikyQqeH7yn/AGW/pVfmrMP3R/uH/wBCH+FIYhHzVOo+WolX73sasKvy0DGquXUepA/WvYPCus/2VerFK2LWXAbP8B9f6V5JEv76P/eFdVDqLxrg8jGM0yb9j6KikDqDkHPvUwNec+A/FaX6jTLl8XEakxFj/rF9PqK9BRwVBFMEW05qXPH4VAjVR1q/NpZYibbLMdiH+76n8qzloUtSvf60Q729oeVJDy4yFPoPU/55rEmVp+Z2aZjzmQ5yf6U2LhAgGFXgfSpKwcjpjBJFIwIjBlQIynIKjGDVj+0Zj+6uv9IiPBJADqPUHvT2jqvJF7dqqM2mJxTHLagsCjCSNs7XXoR/SrEdmDyayrh7tLSaKyuEgnYExSSJvRH7Fh3B6Gs3yPiP/wBBPw79RbPXTGV0c7VmdekCBhxVrIRa4JtN8dy/63xZp0Hr5Fhu/maQeGvEE5xc+ONSYHqLeCOLj9TVXEaVvIb34o3koBZNO0yOEEDo0r7j+iiune5jRTudUA6ljjFeV+HPCFtqd7rlxe6rrE+29a3WX7aytMsagZcj7xzkD2FdHF4A8LowM2nG6b1uZnlz+bUCN668UaFZNi61rTYT6PdID/OqQ8feGywEN7Jd+1nbST5/75U1YsvDmgWLA2mi6dC3qluuT+OK2Y2EfCLtHooxigDKj8VG4ANl4a8QXA5wzWggX/yIy1MNW8Ryofs/hy3hJ6fbtRVf0jV61BIT1/WpAKAMxV8SXH+u1HTrNT1W2tmlYD2Z2A/8dpw0SGZf+JjqF/qHtNNsQ/8AAYwo/PNaBx3OKie4hjXlufQUhElvFa6fD5NlbRW8fXbEgUZ/Cqlzdu/Az6fSonvTJwgPPGakig+bc345p2AqxWhnfLZ9q17a0SNenNNEkcCZJUAVXbVd7FLZDIfUetAGsCiKSSPxNQSajDG21cu3YAdapx2dzcYN1NsX+6h61i+IfHHhjwchS4uEe7A4toRvlP19PxxQB0QW5ucs5MUfcdzXI+IfiPoHhJ57UMb29UjEEB3NyP4m6L0rynxT8Wdf8Q7re0Y6XYtkFIW/esP9pu34VwLNjJ5yTkknqfWpcgOv8TfErxF4k3RPc/Y7Rsj7PbHGR7t1P6VxZQdMYHpSls9KTFQ3cYm38qaafikxSY0JDLJbXCTwsUkQhlI7V6Z4W8YQanrGn2t1C0c3moVIOQzZ7enSvN4oJLidIYInklb7qIMk16x8MfBklndSazqUSCZRsto8glD/ABMSOM9vzqbq5pFM9KgsoY7ua62/v5gqu59FHA+nJ/OroFNWng0SZqloKaa1PprVJRXf7prjvHkBfwlf7eGAVgR/vrXZutZGt6f/AGhpNzaHH76MoCexpiZ5rELmTw5PetcjyIp1t3gZCQ4YZJ6/L+X45pTNvbf8saH5iAeWPXP9fasZ9P1GBlv5V8u0nme2QHOSyfezxjGeOD25rQIJUbcsxBB56++a56+uhtQ01Ayng7cRnkLnv6knvTN/mMBjaMjAwD+v60BCHKENuHG0dv8APWlxHGdxZmBHy5xx9RXI0lsdad9xyRb8EgbVOSD6Y6dfw7ConkhHChGfOcAYQe/PJ/GldvNUhU8tFUcIeB/iaasaAJyoPOcDpQo9yubsI2ZEwx2DIyQOn+euKCXjbyY1dm4wQOSPpThFMV83OyNTj5Tlj+XSkf8AdZ+VEDdPX/63+elGgK7FBxkysxBBYgfxH1/rS7xgByQjHJVj1HWogcqHiOOQS5Hf8ev40Rq8jHaFyeSxPSiyGem7aYyU/dQDmvcPBIvLp4jqUCkoAj2CkK1Nj5aTFAind24uLSVCM5UgV45qFqbS9mhP8LED6V7Y1eY+M7Iwal5wGFf+dSxnLdKmT+H/AHP61AalX+H/AHP/AGaoAmiXKOf9vFWFX5abaRkwue5kP8hVgIQtAEQbynDnopzVpNYgJ+dcCqd2Nlux9CBWXmi9gOnt9YhgmjngneKaNg6OvVSK9w8EeNLXxJZeU0kaX8IBmjHcf31Hp/L8q+Zs1c07Ur3Sr6G+sLh4LmE7kdfX0I7jsRT5gsfYqN8tcxr07S6t5X8MMQA+rHJ/ktVfAnjS28X6OJ1AivISFuoM/cY9CPVT2P4dRRqzY1u6z1YIw+m3/wCsaU9i6fxCIamVqqI1TB652dVyxn5ajcUBsrWH4n8SQ6FYuVMbXXlGRVfoi/329uMY7mklcTdkLrer6do1v51/crFkErGBl3+i/wBelcNe/Fz7OohsLRGXJAM7ZbHsq/41yeoC61SV9Q1aebzJFBEGcSyjPU8fIueMfl1qpcLBZ7htiQFzxEnUY4y3WuiCaOeTudxpfxQuZZUGoaUfKYgeZCdpUeu1j/WvSdPvba9tIru2lEluw3BgD09/Q9q+czIRycooGOT/AI1o6brWo6EwltZ5IRcRHCyA7JUPGcHr0PI71rcg9n8AQO3g6zuWUhrx5bpv+2kjMP0rqUgz2rG8BaxpGq+HLW108lJbG3jjlgf7yADGfcHHWur+QelMkqLDj+GpREvcU5pUTq1VpL+GPOXFMVyyVx2qMv71mS6wgyFySPQVTfULuRvkiPPrQM2HfPU8VVkMI5JH51SWHULjqxGeBgVPDoTvkzOW9mNIQw6hBEcLl27BRmnrLqFzxDH5anu1VtR8Q+F/DMR/tHUbeN1H+rHLn/gIya4DXfjnGm6Hw9phOOBcXXyj6hAcn8SKV0B6eNNhiQz39zlVBYmRtqr+fSuV134ueGdBVrfTmOpXK8BLXGwfV+n5V4VrXibXfEchbU9SmmQ9IQdsa/RRxWYiBMcdPepcwO48Q/FHxN4hR4BOmn2rcGK14Y/V+p/DFcYqhdzEklicknrTGlAqLJPeouxkrS7ulMzmkC08CgLCBacBQe3ueB6mun0fwVqF/iS6DWkJGQGH7xh/u9vx/KplNR3KjBydkcykbyuI4kaR24VFBJY+gx1rqdJ8CXVziXU2a1i6mJCPM/E9F/U+1dTa22leH0K2MG+fGHkzudvq39OPpUc9zc3PErhE7qOg+tck8S3pE7aWFt8RPanS9Fg8nT7dMnkkZ59yTy3+cYrvvDztJpsDy43uu8+xNeZMUHdSMdc9a9D8MTefpNu3sR9RSo3crs1qxSWh0g6VGzYal3YFQ5JbJrrepgT76N2aiY7F9M03zERuT+FSh2JzUMiZXFSo4fpQwqgaPLfHGjPaaguoRFltp3zMo7S42hse4zWNb3EYi+YcKcHLnLD8CP6fWvVtWsY9QspbaVchxjkdD2P9a8gvbOfTtQeC6++p5x3HqK5q0W5GtF2Vh0tx8oSFSi+ueSf6VFHjaxORjke5pFHysdu485JPSjADcnnGBx1P9KxNSRN8n8J9fvdf8TVtIfKUOxIY5HTlarJJGGOCxLAgk9SaVn343vGm4Z4PP5CoabNI6E00m/ACBF5Awclj7k/yFNlZCuyQF3UYGOiinxxGVCnyxp3YnoPWrEPlpb+SDuAJPPQcdQD1+tZt2LV2U/IeVgXPGeBySTV77E6RBiBFHnITIyaFnjib90PMlxjce31NMG6TCgedI7AL1PzdNo/MDApWlILpHfFaXbipNuKY1fQHgoTdTd25qa2abnFAiXdikLUzcKN1Awbla5Xxjp73en7kUl1OQBXVZqKaNJUIIyDSA8ReMjqCPYipYxn2CopPPTPNd3qehwzyn5QOvIFc9c6XJFp+pfZktJGt8MwliYygbRyjZxjnPTP9IaAgsk/0IN6uxH+fwp7Cs7Qr0y28ltKclDvQ46jv/jV+R6BlLUTiED+81Zhroo9Kk1RCU6IcZqvceHbmNeFJxQIw80oNXX0m6T+A1A1pNH1Q/hUgW9D13UPDmrR6lp03lzJkMD9yRO6MO44/wr3yLW4fEWmWmtxRPBIYgtzA5BKA9GyOqgkjP+1Xzza2slzewW4U5ldUA/GvcIA+lxQi2IQwpsAxkEYxgjvWc6nLubUo3N2OTP61KGrDttVsnYqH+zuODFKflB9Fbpj64rTjlDgH15Bz1FRzJ7GuvUsXF3HZ2stxMW2RIXbAyT7D1P8A9avFtU1aTVNVl1O6iDCEE+WGB3uD0z3VAAOO/vmu08f6tJDb6fpFs2271C5VUyOAAwAJ9txX8q4K+ngTUvJgl22dkot4ZjDncVyrE5GOcFvxrSCMpyCSUoxlZ3knZmAkDKzSAnhe/OBz/d/na0zQbrUL1ILaES3JGc9I4Qe/sO2eprJ0qafWdY3W0OwOfKt4+0aZ6/Unkn1r3nQNFttG01LeAbnPMsh6yN3NXKVkRGLkzI8P+AdO0hluLgC7u+vmSD5UP+yta+reHNK1qGOHUbKOZIcmMHgx567cdOgrY+WmMaz5mzflRzWi+C9I8N6qmoaYs0Myo0eDKWUq3UYbPt+VdC1xcn/ltj6ClpMelUpMTiiMKkjf6RNL+FWFt9KRSWmz3O41XYU0iqVSxLpoq3/jLwjo7slxqNokijJTflv++etcvffGvwzbZFpbXd0QcArEFU/ixrf1XQtM1m3aC/soplIwCU+ZT6g9RXjfjTwE/h5vtdtvm09zgsfvRH0PqPf8/Wn7Qh07G1qPx01efK6dplvajorTMXP5DFchqPj3xNrDMt5rFx5bf8s4CIlA9PlGawvJSmNEAvB5o5mZjyU3E/Lk85xSDB6VGI/m5p+7C0riJM4phlqJnpoOWpAS9akFRqcYHcngetdVo3gjUtT2y3H+hW55BkGWYey/41MpKKuyowcnZHOKM4A6k4AHc10mkeCtU1PbNMv2O2PJaYfOw9l/xxXb2eh6J4cRWigWW4A/1suHc/4fhUr3l3qDFYh5cXdu5rkqYr+U7aeEe8itY6Po/h75oE827IGZGO5/z7fhinzzXN2pEp8qIcbAeTSlY7RdwJdu/PX8aqyTF2GCcDrx/nNYNuWrOuMYx0Q4rDB0wGx1zz+dU5pycAfdHTP+eK6O18KTXFuJbm6EO7GFADfrVLUPDk1hvcETxAZyo5H1FWqbSuLmuYBDMxOMk9DjrXo/hAMNEhzjqeR9a80lnA5HAHOK9T8MwNb6FaK3DMgcjHQnmtqNzKobbNQi5ammmz3KW1rLKedoOBW5kMncu/7obivAFRx24Rt0h3Mepz0rjJfFV9ZRbUtkkckksT1/Csa68Ta/PKGE0Maf3AnX8c0XKPU0lXjFTK+a5zStWgubRGy6vgEqx6GtWO8BYAFVzjkmmtSZaK469m8qJ3Cs5UE7VHJ9hXl/iPUNP1u9huLRyJFBR0ddrAg+/pzXuWjwaWJQzXEctxjox4H0Fc744+Gljr8cuoaeI7LUgNzOB8k3+8B39/50TgpKxjCq4u542UTjZhmAwSexqv8AZZJMt82Ocmr6aZqFmvl39pIjL0PBQ/lVxLfPzTOc9kX/AA/xrgl7jsz0ItTV0YqWDyMqoyyE44xVwaW6ADKhh1x2FXHIjZvuohx0PX6nvUTTu64UKicZJGM/QCsnJsuOm5A1u8WFMoGO2OtAieR9qA889Oh/pU8aguCCenU9/wDCh5xGuyLLZOTg8Z9/Wko3K5iIwpHgs4zzzngf416h8PPCfkRJr2pIUcp/oySjHlrj759CR+QrA8AeEW1y+Go3432ED8AjiVwfu/Qd69mkhSSLymUFOOBxXdh6NveZwYiu/hR5iWpu6kzSZr0Tz7MHqE8tUrGmUFCbaMYp4NB20CImNN31IwqEikwKEy5c/Ws28jS2lF8FUOoCSkfxR+h+mc1qTghjWfdI88MsURAkZGVSegOOM0gPM9Rt/wCwvEcqIu2FXyo/2G7fhyPwq9M/ocj1HcVN4kt3uNMt7l4XjuLciKZXGGUEfLn9Kxbe5Z7RQT8yDaf6fpUDPQvCi/8AEnMv9+Zse4HFakyB+orJ8ITiTw+i5BMUrofYk7v/AGatxlzVollEwJ/dqM6fHI2SgI+laCx/N0qYphadgMvTNGh/tiGYKB5RL9K6ac5Y596q2C4lZsY4xmrb85zXn4iXvWO2grK5hXkQExOOvNZF34tm8N31vF5JmtWUmWMHBAz1U+v863tQQ7Nw7da4HxiVMVscDdlhn2rCj/ENavwFjxD4oGqeLbC+sJcxQW/yblwykhskg9xk/lXJajIREq/OWf7xL5z6cdqntUaRrc5VwYnUDHU7un6/zpJLR7nW7K3OQZZABk9s/wD1q9PocDdzufhnpwiuhM4+cDj2NeyRt8oxXl/hD91dOMYKnkelejxSZUVhLVnTHRF3fRmq4apA1IsfmkBpA1OqkSMNIMU8pmq7v5bDd0JxmmVoT4+Wql5DHPbvFMivGwIKkcEVaU0ki71pBa586eN/DreGtYxAD9iuBuhP931X8K5bzTX0B468PjXNBnhRR9oi/eQn/aA6fjyK+e2V1YhgQwODVpnLONmS+a1IXzUXNa2ieHdS12YLZw/ux96Z+EX8aG0txKLexmD34FdRongnU9YAlZRaWp58yYct9F7/AKCu30XwVpehqLi523VyvPmyD5EP+ytacuqb3KwgHqAxHFcdTFJaROulhL6yK+m6Bovh0K8MRe57zzHL/h6fhVmW/muXIgyq9Cx7j+lVkhLygysX5ycmrJkSB/kXecdOw/CuRylN3Z3xhCC0GR2ccX72dt56nHeoZ7hnwAuxT2Hp/WiW5IbDN82eR1Jqqwc5LHaOTgn9apRsS22Nkf5vlyxx09KlstOudQl2Qrk4BIzxj61TaU7dyDC5wSTW14b1iC0mNu+1S5yH9T6GtoRu9Sb2NuxgvtPi8m6hzEAAGQ7sfWr6PHInBBGO1WkkR1znIPb0qKazBy0R2Me4711JWRDZzN/4WtrzVoLiLCJ5gM8ZHDDrx+VdlHgKAOABgD0qG1tCiAucv7Cp22pxnFNKxlLUkJ+XNYOuXRMPkowBY5PHar91fJEjcjp1JrzzUvGcMdzLi3abaSAc4pkvQnurZ3z8zsfXaKrR2UgcEgsMjjFYs3j26ibKWMOOvzE1q6R8QNKu3CalA9pJnAkHzIfy5FDiJVEddbWkMkI2AxsBnkd6rWyPLqrWs8jbU+cgfxVet7+1vE3WOZxyAydPzqlLBdJqaXONmAFI65FC0G9UdbBDCEAWJQB0GKW9ln+z+SJpBEeqZ4Ip1qR5SnpxTLk5Q/SnzC5VY5rxHdeVbw24Ylm+bgdK5KWfOQoC88k9xVzXppn1WRC5OMbQOwrNCEctj39/rXHV96VzekuWNkMCeYxfqWx16AVLIkMa/KWZuMk9z7elG47+gG4dSOppoVR8pyT3JPWsGzUYQ8vHQemetbXhnwvN4k1MW4zHaoQ08o/hHoD6n9Ko6bY3Ws6rFp+nqvmyHLEjIRe7H6V7poWiW2habHaWwJ28vIfvSP3Y100KLm+ZmFetyqyL1jaQafaRWttEsUMKhEQDgCrDyBEyaaWCLntVV33tn8q9FKx5r13PNwKCKeCKCMirAipKkZaZigBM5qMn5vapMUwqaADdSZppUigg0CKt2Mrx2qvBHls+hqy4zkGiJQnakBg+IreCSaNJfu3kTwuPUj7p/XH5V5W6PZ3slvNwyOUYe/rXtWqabDqdqEYskqN5kTqfuvjvnsehryvxTa/6RFdFdjyoBKuOQ4OCf0P5VEhmx4CvAt9c2EhwZ085Oe68H9D+legCP3rxfS9ROnarZ365zBIGYDuv8Q/LNe4AJIA6HcjAMp9R2NEWDRAExUmKl8rNIVKdqsSRLaLw/tUrDNFmv7qQ05hXmV/jZ30l7pTnh8yJgfSvKvGk+/UktAMeSu4n1Jr1tyB1ryLxpj/hJrgL/cU/pSoK8wrP3bGZpzgxNExQFWDJkdQeoz6cA1JqUXlpayhNmDPCdoIAKtkDnkcMKowymKVXGeD2rQ1KXMYIwYpmE6MSTiQDa4yeTkbf0r0DiOh8CeIx/af2S+cCSYYSVjjcfQ+/vXs0JwgNfPWnXtjCwEVhH5zHKSMN7Kc9s9PavX/CHiE6jbrY3fyXyLwGIBlUfxY/nWbRtB6HU+Z9acstV3OOlNWWpNEaCtUqnNUVlq7EflFAEyjNVryPKEEcGriCm3KZiNA0YWn6hsuGspzhxkoT3Fa3WuX1lo7ZkeUmMq+UkH8JrS0bWYdTtFlRgcfK3sRQUXLiHep9a8R8a+C75PErNpto8sd4TJhBwj/xZ7D/APXXu7cr+FULq181COh/lReyIlFM8j0T4eWlptn1eUXMo58lOI1+p6n9K6eXUobSEQW0ShVGEUDCge3rV99LnuLh4nfbCBwB3/xrnrxPsdw0RX5h1OOtcNT2k9zrpxpxWg57iSfLysTg4GTSLMpU7QBtGCfU1Tkl8xgegHvT4i78rgAnGT3qORR3NOZvYtrN1H5ZqUBz0yoHUmq6ARtnIJIPX+tNkuwOuDn0PWhXew7LqT+ZsQqMAt1PrVeSQBs4DnHQnioJLkHPIAqlcX0duqM/yhnCZPbNawoyZnOvCOhNcP5jFick+lVTndgfn6VOoTq7H6DtTJnjCN5Sktjgk966Y0JI5niY30NOw8Q3NniKSbzVHbPIrbPjDMQ2W8jH1PArirKARQ7mGWJxz3qS6usYhiPznqR/DV8tiue53CeO7KNtr3EaOvUMRkVUvfiBpcCMxnWRj0EYz/KvLZ7EyXTu3JJ61at9OAYfIDnuaRPMauqeL9Q1dXht0NvEwwSeWP8AhWBHBPGpUsz5Ocn1reSwQYGB+FTG1jRelVYhs4q8b97t7jrUQKbMEc9iK6vUNDjvIhNFhJVHT+9VL+yLaSEZzHIOuKZk0UtG12+0a4DWs7oCeVHQj3Fes+FNeuvEKkS2+zYBmQdGPpXly6OiOG3HGeM969s8L6bHp2iwKgwWUE+5oZpT1NtAI1Az0FV7uUBOvGKbcyEKcCsm8u8Wr564OOazbsb2OOnnM93MzfM+4gEnoKiIfcNxyM85HSnojJuZsHJJPFRySGThRhR6CuF3bN1ZIHIj/wBrr3qOKOe/uo7W2iaWeU7UjXqT/T61E3HG1ixwBjufSvYvAHg7+xrUalfoDqEyjAI/1S+n19a1o0uZmNWqoo0/CHhWDw1pu35ZLybmeQDqfQe3NdGOOadjNQTP/CDXpxSirI85ybepHLJvbA6CmCjFKBVCPN805WxTCcVHvpgydm9KTNRBs0+gQ/ctBxTc0mKBi4zTHwOKXOKik5oExmz5qTZ81SKKRjhqQDWXtXBeMrLzU1GMA7lZblM+/wB7+td8WHeuZ8QqDqUMuMrNEY29+f8A69IDyHODzXsXgXURqHheBWOZbQm3f6D7v/jpx+FeR31uba6kiP8ACxFdZ8NdQ+z67NYM2Euo8qD0Lpz/AOg7qhOzKPWFGaawO6nxkU/aK0ENjOxCPWkY5ppbBxS5+WvKrfGzvp/CiCUe9eX+OYoU1tWQnzGiBce+eK9On4ryvxnn/hI5ie8aFfpVUPiJrfCc9inpOY4nhYB4W6oe3uPzqPNNY13M4y5pc1lbalFPdC48qM+ZthwSzA5CnJGFPTPWr934t1e8heBJo7O1Y5+z2aCJOuccdfxrCNIKkLnZaR8Rtb07bFcOl7CD0mHzY/3h/XNegaF4w0zxBKIoGeG6ILGCQcgeqnoa8PFXtK1CTStTt76LO6F92Aeo7j8qVi4zsz6IVsrVmC5CfKfWqNhMl5axzREMkgDKQeoqee3YLuXrUm61NeOYGie6jiVd38Rxn0rHtLp/N8pjhsHBPapLKddUR9GI/fKC7TsMZGauEbkznylbVbaC/Zre5GbaYbUcHqa5dIX8MXvlKpS3Z8ZPc46mu2a3xpptCfMZSAhHY1z3ibzpbWMXduTEBh5FOSPfFVKK6ExnI3LHUEniGCM96uMcqa8y0jxAltN9n87fHkBHPUiu7sdRjniB3Zz6msToS0JZrZ3beq//AF647xRZv50TqmCx2HPY16AJU2ZLADHrXPazLZSrtZldweAKLX0Dm5TAttJsbSDN06yTYyQDnB9qo3FtM7kWylY+xY4zV5rgIvRR9BUD3matYeD3MJYmS2Kf9mPtzLcAHuI6rzWEY6FnI7mr7TZqM81rGnCOyMZVZS3ZjSReWen51UuoUuIXglGUYYOO30rani/Xms+WCqsQZdncSENbz48+Lgkfxjs1T5y1NuLRy6zRYE0YO3n7w7rTl5VTgruAOCOntQNFmAn8KihspvnbH3jnrUiNsXpk0huXhU5YLx60nFMuNRor3ubRAQAXz6VS+3XcjAjt0AFTTX9qG+dt564PrVOTWEH+piA/DrU2SE5ybNaG6mKDegBHcHrU0Am1C9itYCgkkOAC2BXLyalPJ0baPan2oxMk5vmjdSCCpOQaTlBFLmZ6Jb+DJxltTv47WIdww6/U1xOo3bWl9PbQFZgjFRJH/FU8t/azr/pd9d3XTKyOdp/DpTo9T0+Nf3UI46fJUSrRRcaTZludQPlzyqUjVwTnjIzXtVhrlsNJtyGU5QHOfavG7u8lv5QDkIDwo7VetbiaOERGd9o4xnpXPOudNOlY9Gv/ABHGeEI796wZtTknY4IIPoaxIgXXknHfmr0GAu0YHvisHVcjflsSGM7dzndk8DNMkk2RcNgZ5qdUJxgFsdKhuItgyfqRUrUT2O6+G3huC/f+27lvM8lysEJ/hP8Aeb39P/r16sK4Xw3bW2naVBFauYJwoLMekh966q21UFlhugIZDwGz8rfQ16lOHLFHmVJc0i7LJsX3PSq4q2UDDnn0IqF4SORyK0uQRUUuKMUwPMmBNRhfmqejb7UwI8UoOKftprLQIA1O3fL2qIoe1NKuKBj2OajpeaaaBEgNRykBc00vSMdy4pCITJmsrxGmdOjmHWGUH8DWqVxVXUYTcabPEBklCQPcUB1PLvE1vi6E4HDgH61j6bevpeq2t+mSYJA+B3Hf9K6vWIhc6aGHO01xki4z7dKzasyz6GVkOGRgyMAQR3HrUm7PFc54N1D7f4UsXY/vIlMD5PdOP5ba3wcVaJK00uybaTTxIm0HJNVLoZuCfanwnsSK8qt/EZ6NNe6iy8sezkV5j46Uf8JAGX7rQKfocmvSmKH3+leb+O2B11AOMQLkfia0w/xE1vhOVNNYU6jFdhxEdFOx7UUCAU4H5q0tL8P6jqrAwQlIT/y1ccfhXY2HhO10+LzXBkmX/lpJ0B9hWFTEQhodNPDTmdF8Mr2R9CFrcIyGBiqbhjK9v54rvnwVrzXTb8WV6pUYiPBbOK7W21OGdQQ4PHY1FOqpo6JUuTQddxYy65BUHBFVZbqOSWEI7RzgDOOD+daDOki8Gse9s3S7juF+6Dgit1KyMZRuzorcgKFUYA4FSzW6TxFXAIPas63mwoGe/WtOKQOo5qblpI8f8WeHZPDmoR6lbRl7HJ82MfwE9x7VzNl4u1i0lIUK8ZbKgjoK9+1KyjvbKSGVA6MpBBHWvDNY0Q6BrTW0sT/Z2JMTkcY9PwqzOV07olu/G+t3EW2NEj4wTWIuo6qb5LpriR2U9B0PtXTwWFo6jzidp64q5FYWNv8AMAOvGaIxbZMpqxLHK8kKswKlgMg9qN9RzXkKNgAt6VSlvTz0Ue5roRzPU0/MA5zR9pjHVhXPzalCn35vwBqhLrsa5CJuPqaV0gSZ08t8nRQT+FU5Lk9yq/Wubk1W7n+4uBUSwXdw2ZZWUHPepdRIpQbNybULaPlpc49Koya5COIYi3uarR6SP4mLd+TWjFp0Ma52jgc5FZyrpGqotma2oX1w37pMAjHFRPZ3TrullI9ea2DLHGu1V6egqpM5kb27CsHXbNY0F1Mw24TqSfqaDGo6AVd+zmTk8DtTJIdnABJ9qydRs1VJLYp+Vv7U5Ysdv0q4kW9elTRw9eOfX0qecpQKQhJ7cU5YccngVcPcdfpQsW/nmp5rlJEKcNhatQqOM/e9BTREAtW7aLuRxWcmWi7aqTEOO/H0q7bxZfk8HFRQx/JkDavrVxGEagw5346ms76l20LLYiiAJ2nGQPWqs8mYWUAHODk9qWTaccmR2HJx0NOS2kkwNp54zVxsiGr6GzpHi9Bth1GLyWGFEqcqR7+ldrZ6ophX5kmhYZBzkYrzcWMMTDf8z9DgdKYbq9sbjdY3BQYyUIyp+orrp4yzs0YTwqauj2WyvzGv+juHjHWCQ8j6Gtu2vYbj5VO2TGSjcEV5FpfitJFVL9Tay5A3Z+UmuuttU3ou4rIg5DqeR9DXbGpGa0ZxSpyi9Udq8Yf2PqKrshWqNlquVAZvMX1/iH4d61UkSVQyEMD6dqrYg8Y/4STQv+g1p3/gUn+NKPEmhf8AQa07/wACk/xr52oqfaMLH0V/wkuhbf8AkN6b/wCBSf400+JND/6DWm/hdR8/+Pd6+d6KPaMLH0P/AMJJoQ/5jOnfjdx/40DxHoP/AEGtOP8A29J/jXzxRR7RjPoU+IdCx/yGtO/8Co//AIrtTG8Q6HjP9s6bn/r6T/Gvn2ij2jFY9+Ov6H/0GdP/APApP8aP+Eg0MKf+Jzp//gSn+PavAaKXOFj3l9f0Yn/kL6ef+3pD/X3FH/CQaICCdXsMZGf9JTnv6+xrwaihVGFj0W4u9OAuIRf2rKGIVhMpBHauMu2iErhJEYZ6hs1m0UnK4z0b4c63Z2Vvf2d5eQW67lliMsgQE/dIBP8AwGu4HiPRf+gxp/8A4Ep/jXgNFClYVj2661zR2nJGq2JGOouE/wAaE17SB/zFbH/wIT/GvEaK5pUFKXNc6ViGlax7kfEWkKv/ACFbE/S4T/GuI8aTR3OrRTREMr26EMpyCCTgg1wldVq4xHpg7/2dAf0qoU1CQpVXJGYKf/BVjTtMu9Um8m0gaQ9yBwK77Rvh7HHtl1B/OkHJiHCr9TV1K0ae5NOjKb0OH07Rr7VXC2sDMp6yEfKPxrutE8C2towlvdtxIMZzwi11scdraReTAqDbwAi4Qf41VuJt+BndjoAOlebVxE6mkdEehSw8Ibjv3MSFIFG1e+MD8KozuZ22kF88jPQVcES+UWn+UDHA6mq1zfeauyGJEGAMKvWsFE6LmXLEE3Bmye4qCG4mgvYhAkkhzgxqCSw+laNvZi4voYrmUxI7hSwHSvSNO0HT9KhzbxKCwBMh5Zvxrsw9Jyd0c1eqobnM5ngYH5lOAcNUg1Heu1uD0NdBdxQyrwgPuR0rCnskLEAZx3Fd3IzjVVMQT4wQenoa0LW7Bxz6VhtBNBnuvr6UiTsjA1DTRcZpnXR3GfeqmsaNaazaNBcxBgwwD6e9ZkGoe9aNtqG98ZzmhM0tc8m1ewn8NXZiu90kBP7uYDqPQ1kT+IIOQqs1e36pptrqtq8NzCsisCCCK8s1Tw5Y6PcPmEbM8E+laKrZHPKinscs2q3c7YhhIz0461E9vfS/NKSuexNas99BbsNij0GB0qnLeebzn8qUqsmNUEtyqunR/emck+g71OlrCPup+dNDl6niD9ugrOU31KUV0JolAXpViNMsOMe9RxgDB71YEn4VjKZsoE6xrt96iumCJgZPrUbSl+B+lSNvMO0BRzk8Vm5M0SRnkb26GnKg34wfWn4+YgdPQU9UHU/rUORSQxkzgDqP0pCmF5AI7DNTlgF+UYqBuVqLjI34bHA9gaRVJXFS+WAvSm+mBn2FO4hAn6U9V3fdp8cWfv8A5VOvoAB6YFDkOxCkOWyTn2q0gxjHUdKjYFOuFHqadGTu/dDeT39KVrhexdEwjUBm5bnA9alQSPzwFPvVvSvC9/qVubmGDzwG2FhIq4br3PuK2YvCerIgBs+cf89U/wAaOST2RaTZl2CYYgcknvV+WdLdWyfmxwB3qT/hGddRv3Vjgevmp/8AFUq+FtZJ3S2RY/8AXZP8aFSm90VbyMKeWadsg7ec0gkETc/M/pW1J4T1pgQtjjng+an+NNh8HatEdzWW5v8Arqn+NN05W2Eou5mJh/vLnI6e1QRapqOkXBa2fbbqeY2XKEf0roR4X1ZBlbA57Dzk/wDiqZ/wjOuMCG08EHsZYz/7NUwjVg7pMuUFJamloXjG01Fgj7rS5xna33T9Grs7XVCmCTzx847j+tcBF4V1OMFhYrnHTen+NOgsvF+nXINvYefbZ5ikuE4Hsd3FejRxE3pOJ59XBveJ88UUUVqcIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXq+k+F4dZttNurnftFlCixL1bC9fbrXlFe+aFdiDwvpSoBHmzhBPcnYO9cuKnKKXKdeEgpSdzWtLC10yEQRQRxqoGEj/AK1DPducjgIOAoqMSzTrsiBGerGk2wRLjd5s2cHArz0m9WejolZDVWSVMgCND1J9PamGWGBsIpd+5Jq/p+kXusXRi3iIYDEOe3sK6+z8F6dbw4mLysQAecCuinQlPVGM60YbnnhElwpaVwozwM1FuKIxjGB0BNerJoOlpx9kiOOOVqjqHhnSrxdv2YRkcbk4xWv1Ofcy+uR7HlUkwH3TvYcgnt9K7vwzq/8AaOnpbyOWnhG0g9x6+/asHWvCM+nKZ4N00Cnk/wAS/WsiyuZtOu0uYWIdTwCfvD0qoXoOzHNKvG6PTXgO3t9PWuG8QXOp+F70XUA+0afM3Mcn/LNvQH0NegWl3BqljFdQEFWHIHY+lUdRtIb+1ktLhA8TDBBrsvdaHBFcsrM5rS/EOmayhVG8uXHMUh5/D1qxLYqWJUBV7e9cBqejvpWrSQRM67CCj+o7GrmneJdUsJRDOftcOf4j84+hrH2q+GRvKg/igdRJaH+B9j9sjis06je6VLm+gKx54lTlfx9K1rDVtP1BfllCTcZjfgg/1rQBQZVkDKeoI61pyKSuiFUlF2ZDZ6/HcRBldXGOxqvfwW2pwSCZAysMYpE0O0hvftVoPJ3Z3xj7jfh2qy0I27UHPpSjB9RzqprQ8Z1jS59MuzFMCYySUc/xCoLe3LxcDvXqmvaHBf6e4umWIIC6SHs1efRDC4K9DjI71hWfIzWj76Ky23qfwqQJjjpUz4DcHNNYF/YDvWPM2b8qQwcU7DlfQUm4DjqafkycflSvYFqLGasIu/rwPWq4cD69/amyO578VLdyrWJ5Jo4PugMfaqzzea2cYx2pPLLr1xT4ocLkmloADO0E0ccjvU6xZ/xp4gC87c1LZSRXSMn6d6nSHC5x+NTpCSo4wDU5WGBA07YXsB3qL3L5UiokZkfAXNDmK3Yf8tHPGPSpHlefiBfLTtjvUltYKXDOcH3707pbhy32K8Vs9zKDPkjrgVqxW0cbdFUY7CpNttBg5J7YBqOSZC3yAgeh71N3LYLJHoXgrb/Y0oUYAuGH/jq1s38k8UKmFXOXAcxruYL7DvWD4DJbQ5s9ftLf+grXRzQ+dtIkeMqchkx9O9enTT9kkax2KYvinlLFI1xum8ty67WXjpjj+VTJfCYlFhmVvMMZ+7lT3PWl/s+LCkvJvEnml8jJb34x7URW4N1NcFGjZxtAJH58cen5U0pLcCvDqSw2UT3L75HLY+6MgH8B6VMupwPJEiBmMgVhyBgH6nn8KF0yNFi2zTBoySrgjIB6jpiny2KTOjSyO+zGAQvX16ZH4YoXOBEdViVmDQzDbJ5ZO0HB/A8/hTv7Tj2g+TL/AK3yiDt+VvfmmtpSMWJuJ/mkEp+797/vmiWxAimiTzH+0PuJJGEPr60vf6gKb2R7uKFYmVHDgscZyO45qPT9QaWOGOYSNJIWxIVABwfb/CrTWaF4XVnRolKrtx0PrkVFFpscPk7Zpf3JYrnb36jpTtO9wP/Z", "path": "000541.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000542
Men Tshirts
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", "path": "000542.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000543
Men Tshirts
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", "path": "000543.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000544
Men Tshirts
{ "bytes": 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", "path": "000544.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000545
Men Tshirts
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", "path": "000545.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000546
Men Tshirts
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", "path": "000546.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000547
Men Tshirts
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", "path": "000547.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000548
Men Tshirts
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", "path": "000548.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000549
Men Tshirts
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", "path": "000549.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000550
Men Tshirts
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", "path": "000550.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000551
Men Tshirts
{ "bytes": 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qktU2K2OKfGWB6cU5VKA57ms9ymypfHbG3PasTw9aEXN7esfkLCOMdvVj/KtTVS5i2RDMj/Kv1qSGBbS1jt16KvX1NerllNuTl0R5+YVEoKPc6jw/fRLb/ZncCTedmf4gfSui5rzqLI5/GtSy8RXVs5juMzxg4yeGH4969Crh23eJ59OskrM7GmkntnFcZ4j+Iul+HrITNHc3EzfcjSMqM+hcjaP1NeNeJPib4g8QMyG5+xWbcfZ7Yld3+833m/QVgqUnub866DvihfC88e6j+8DpHsiTHPAUZH5k10PgDVEm0RLZSoktvlKe3Y/jXlMsrFiW5J5NaOh6xNo+ox3cJyPuun99e4p16HtKfL1RdCpySue7ypDeRqXQE+4ohHkRtGIR/ssKzdOvo9Xsop7OQMjjOc8itWIzQON4Eqe/BH+NeHKLi7HrJpq6GwxkyhmAzVicnaeacMs24rhewpk+Spx3pJBc4fxfpMWq6e6PwyfMjj+EivK47N7G4lilKl1bHHNeu+Ib2GzsbiWQ5EfAHdm/hFeTSSGR2kY5djuJ969XAqTTb2ODGOOnc+k/hjqzar4GsvMffLalrZyT/dPy/wDjpWuyFfM3gzx7d+EJJESFbmzmYNLATg5HUq3Y/WvefDfi7R/E9qJdOuwZMfPbv8skf1X+o4repBp3OWLujoaKKKzKCiiigAooooAKKKKAEoorO1XV7XR7Uz3L4HRVHVj6CjYltJXZfJAGScVyuq+ONP0+R4YEku5V4JjICA+m7/AGuS1rxbf6qWiRjb22ceWh5b6nv+Fc6TxWUqnY4auM6QNvU/F2q6jlDN5EJGNkPy/r1rCQb5V/2eaVV3VJD5au+5gOAATWd7nDOcpatiqcShehNWCMqRVG6ubWGbe9zGCP4Qck/gMn8qz7nUdRuVKWMf2ZOhmlXc/4L0H4/lQTFO9zqtKuUimNvJweoH94H+tbsIUuNhGDXlVlHJpRkkleeYSNvllZi7hvX6fSu+8P6nHcxBHkXzGGY3U8SD6+tc9SnbVH0OBxqfuTfzN+NC44XvSvHjKnAOKWJ2RiQDg0rsAWdzjHr6VgketsrmfMVijJk61zLuZJpWU5AarmsawLsmK24iX70nTdXLHUrqK5f7GYLq1GAy/dKt3w4yPz4966adPqzw8djeZOnT+bNSZndtnT1pYLfB3NmmW93FLjIaI91kGD/wDX/OroI29a2PEejGadql9pMu+0neIg4I6g/UV1Vt4vS+wt+xjk7MPuf/WrjHA818c/MTSEflVKTRrTxE6ex6YjpJFvRldTzuB/rUca/eAP4mvPbW8ubOQPBKyY9DwfqK7fS9Rh1CMyxYEwX5oyf5e1aRnc9KjiY1NHoywLfY3HHNWXijmgKzKuwdc1DI1xKvyLHEfX7x/pUS2JJ3zO8zr90ychfoOgq2rnSnZj0tpIYz5bmWIH5SOopxUqpLHHFWvm2oEB+YHn04qrdgvNHkEK6ndj1FctSgt4nVTrvaRXkETeVNclvLUZwFJz6ZwDxVppRIQyYdW5Vh0IpiQ+ZJ8x6dxUkVjHCzPBlNx3MF5BPrjtW1OmoLQxqTc3dkqwn70nT0pszhT5Sg5IyfYUrxysOZZPqvA/lSLEEH8THuS2TWhmKnIwaCMEHHI6EU7bzwDigD05oAu2+qXERxJ+9X36j8e9Le6+tvGDFBI7H14C1QJIGaRgTyVIB/KnFpPVCkm1oZt5qd3ftiaY7P8AnmnC/wD16pEYGD0rRurNNrPHwRyU/wAKzyPXrXp0nGS908+rGSepNCQ8I9eh/ComgaNt8fTuKZFKIHO4gI3f+6ala/tV63MOfTzB/KtdjPceQlzGAwwex9KfAJIwySjK/wALCqn21TxDBJIfXbsX825/Q1YR3eNpJOWUE7FHH4DvXLiMHCvq9GdWHxc6Wi1RfSJnAxjFMkIaM7TkgnBqrvdEYAbQThSP4ulJLex2FnvlfnkAdST/AI14tTBTjVVNa3PXp4qEqbqPSwiZkl3sgGzp9acVya5/7VrRuPtELxiI9LOZOo9d45Vj+IrYtr5JsCRWgk7xyY/Ruh/P8q93D4f2MFFHjYit7WfMWgMA1WcZlf8A3qt4B+lVAdzM3qxrcwI5IkljMcqLIjcFXGQa5LW/h/Y3ymTTiLObOShyY2/Dqv4V2WKCtS4p7jjNrY8O1nw5qOkPi8t2WLJVJV+ZG98isYK8bcdK+gb2wttStWtryETQsQShzyR0ORXkfiPwrf6DKzqnnWTNhJwP0Zex/wAisJwsdNOpcg0LxHc+H7pZoG3xuQzwN0k+nofevXdA8W6Xr9wttZyP9o2b2ikTBHrz0PPpXg8aYZt2ST1JrZ0LUhofiCyv4XLJHIA/+0h4b+bVxYjDRmm+p20a8ou3Q+hAcMUPXFUNRvYNOtHmuZEjiXq7nAWnzXdvZW099dzJHBGu5pGPAGP614t428ZP4iulSINDaR58mI/eZv77e/oO1edQoSqPyO2rVUF5jfE+vLrN5/o+8WiEld3Bc/3v8K55jk4qutxOh/eIrj1Hymp4yr/MpyDXs04xhHlieXOTlK7HdMn2qS3uJrWdZ7aV4pV+66MVI/Gom4U/lSKTWliT1Xwt8YNQsTHba6pvLcYBmGBKv9G/Q17Do2v6b4gtPtOmXkdxH3C/eT2Zeor5NBq3p+o3mmXaXVjcS28642vGxB4/mPasZ0k9ilKx9e0tcJ4F8f2vii0W2upEg1ZBh4icCT/aX/DtXdVztNOzLTuLRRRSGFFFFAEUsqQxNI7BVUZJPYV5Jr+pvq2pvKSREp2xJ6KK7jxlqAt9M+yqcPPw3svevM1OT/Osqj6Hm42r9hDShPFNKAA1Zxg/Q1BJndtHUkiszzyJQASPQVHJGsg+ZQ31FSEfeOOrY/ClC4XnFAFRbaNT8kaj6CpkjAPapAvtSgfN0oC40x5FVPshtZ1ntD5LMfmUH5WP9D7j9a0QOelEikIT70DUnHVHSaNqxvLMNJxKh2SD39ax/EevgE20ZLKSV2R9ZCOoHsO56Vli6lt5pRb9Zk2/Ug8//r96S3sCrl5fnlb7xI5x2A9BWSp2lc9OpmMpUVDr1M82dxqDb75gYxytuh+Rfr/eP14rQito4VCoiqB0AGKt+VjtSY/GtTzHJshKADpmoTAg/gH5VbIHrTCtAiPGAAMAU4j5RSBc0DkLwOpoANnTFSQXEttKskblHU9aVATg9eP6Ch0yoNA1Jp3R3Oiar/aVqQwAmThgOM/7VapBI9Pxrz7Q7o2mpROSRH91/oa79Rkgjleua2hK6PYw1XnhruK7+UuQc8VE58woFXnrU0iZjI/nTbQRHdghivy4qzoHBAFC9hQQc1MwyTimFMHrmgY3p9aQjPenE47UEZ6igCMr1pCCTT9o9vzoVc+1ABs46UEdsdqkxig80AQZIXPYdqzL+BUk3rwG7Y71rEYGMck1UvY/Nts91Oa2oT5ZoyrR5osxyoZSDgg9QR1pEhSP7qhfoKl2e9AHNeojzxNg/h4qWAYJzxSBc9acF5+9jmi4CTMArZO1cferP2PPN5j9Rwo/ujsPr3zT7yZ0eKMLv3yYYj0q/wCUoUBQuBRyxvzdR3fLboVUiAGAAKf5a4wQCKm2800ii4iFoI8Y2KPpTgMDFS4ppXFADAKfjNAHendBQBGygVFLFHPDJDKgeKRdrxt0YVMwpmAM1LVykzxvxXoi6Hq5t4Vf7LIgeJm5PoefrxWC2MezV67440r+0tBkkjXM1pmVeOSv8S15A+Twozn1rCSsdUHdG94j8WXOs2ljYJuWO3hTep/ikCgbj/QVz0UGDuPLH+I9anSAIpGMEn5iaft96yhTUVZGkptu7IxHxR5QByOD6ipMZoH0rSyJuQlTnkkgUoGKew5zSYxSAQA5p4DUAVJnjPFMLjoZ5LaVJYnZHUhlZTgqR0Ir3r4Y+OJvEcMunaiwa9t41ZZO8q9Dn3Bx+deAucitjwrrcmgeILPUI92InG8D+JejD8s1nUhzIcXY+rqKr29xFdW8dxCweKVQ6sO4NWK4zYKD0opjsFVmPQDNAHmXi2++06zMoPyxfux+HX9a5no+ezcGrt7MZZ5ZCcl3LfmaovzuXPuK5nqeDWlzTbJw2VaoGYNcJ9SefpTUn5IPB/pVV59l0O+On5f/AFqDNIuEAsB/FnAp7oAw9KrxS4Ic9fSrI+ftgUCDZQFqULxSbe9AEeABTZHJjfavHqamI96ZKv7lh0zgc/WgChBZSfahen5lCbNgrRhkWQnk/Q0RFUQr754oUqfmA+bvQBIRn8KjKbs96kAyOOKTbigZCUIpNnepyMGkIwOtAEIj9umelMRMMcdOv4YqcnGR61TVwDKjcbRx9KAJEfKr/ukfrUrjK4/KqsTAEAc9Mfzq0PTOTjmgOpGh2GvQtCuftemRknLx/Ia8/IOfrXUeEpz5k8Hqu78QaqDszswk7Tt3Omm+6P8AeFJBbpFukQklvvc+lPlGVA77h0qYKQmB+VbnqkRbg9fxoHIp0uQOeKYiZHH86BiFcelBWnlccYAooAaBjGP1FITkA9aUgAVDKxWM849KAJePUfjTkwy59RVfzgkJ9xwaVJsIqr1IH4UCJCMgn06VCwAyp6HNTnn8Khk4I+tC0HuZDIUdh6GkAqxcpiYn15qHFetCV4pnmTjaTQUA4+lLihvuEe1WiRIkDLkjvQVIxt6VKgwuKSTgCm2BGDnrRinYoxSAYRTe9SYpcCgBm3nignBKkdqUnGag87dKU3cjB/DpQA5+MfT+lPcAMPzP4U1/9bjjIA/OhjvBP97Cj6U2BCQDkMMhuGB9K8Q1zTP7N1+7strIkcjFMH+Dqv8A46RXt7Dqe2a85+IemvHqVvqKxkRTRiJ37b1zgfl/KsJo3pM4xQcY/WgEGgk547Uc9ag1F4AoIozxSjFACFeKjIAH0qQnAqE53H6UDBmCsPQ4pQ/AHvVeY8t9Af1qRTz70rjsS5zkd6ch2uKjjHJJpx60AfQ/wl1o6l4W+xSPulsX2D/rmeV/qPwr0DFeDfBrUDb+KJbPJ2XVu3H+0pyP/Zq959a46itI1g9AqtfNssLhh2jY/pVms3W5PJ0W9fOMQsB+IxWbCTsmeRSHLYPfiqjEleOHXNWJBuyB1HIqJl83EicN0I965zwJblGZv4gQD0z/AENZ73B+1oeg6EN/D6iteVAyl0H+8DWDqcePmXhgM/UUDhubVs+75zj/AGff3q9GcjJNYml3cd1bo6ZAUbNp/h9q1kkBOBQKSsXl5Wk6VGkmcA9aeSKCRx6+1Rv83tg5pSeKZnJ49aAHAAN/Ce3SmqADRtxSgkdaAJQcLzT85HWoQxxilL8HmgB5681Gz0hf3qN3zQMa8hANZ91JtcSdOCrfzqy7YzWPq12sMGzP7yX5UH95jQXFXLVpdKFBHLnhR6D/ADxWsnyoN3Vq57Sk2fM2Wb61uxBj8znk9B/hQTLRkrdMjoK2fC0uzV0H95WH6VjMcDmtTwwc65b+mT/I01ua0PjR3gyW3Z7ipRKMYNIwBXrio2P05roPbFd1I4NCltuKafQU4Eg4x+tAxcn3/Cjt900mcLTScfxGgBjsBnHSoJTlW5qZ3JBqlM/BDZBoAiu5dlmcZLMyqqj+Ik9Kng4T1c9TWPDcCe42I+UU4zWzCuV+XpQBbB/IdaYwyuT705BkBR0/iPrSSnhvTtQBSuuXU+2Kr4qefkIah5FelQ+BHn1l77ExigqSMjvwKd1FLnH1rYzHY471HKOB6UpzmkflOtO4hop2KQU8GlcBhHFNPSpD9Khc8Hmi4yKR8VmtcrFqSbmwBExfPpkY/DrVqd+tYE0wn1Jo0VfuKHbGfXAqkI3IZzPmTBAY5A9AelWlbqey+nc1WgT5BgEDue9WgCAAFAOflX096bEhknACj+Hr9a4j4jrnS7B93AmZSP8AgP8A9au5kAXC5ye9ct48t0m8MPIW2mGVHXCbv9nHt9aymbU9zyrHXpTt2DSYx2pMVibjs5pCRikPSjPFAwJ4qFnxT3PFQk0hjZWypIpQcvgfjUMsmDtHNPiH/wCupvqUWVbinnnp2qFTzU4GAB371SEdj8Mp/I8d6Wfm+Z2Tj/aRhX0qOlfMPw9OPHGkf9fK/wAjX08OlctbcuAVzvjKcQ+HZlzgyMqD8/8A61dEK4j4g3YS3s7XIyzmQj2HA/nWEtiK8rU2zhC2DuH0NNI2MfQ8GnIc5B/i4pCMjDdRwawPDZBN6r1rB1STA3enNbkp2rg8j1rnNXckbUPLHaPxNCKgtS1piLFaR4XGR1HetSA4zxmqMMQEYxIV4+7V2EjoO3egHqWkLH04qVSeM1Cr4XGKkU5/PvQQTE5XpzTVyG65pVOalVc9OaAE28Uwqec1PjANI+MAY5oEQjkmkJwOc04jHNMcUFETN7UxmxmhgenSoXbGaBojlk5I4zXNXZFxq4YxOpWLbuPVueg9vetucF8spw3ase5Li+QO+5ip4A+7yKEawNzTIwFyVya1lUg+prO07hFFa4YBeKDF7kEgwCPx/GtHw64TW7Y/7WPz4rNcE/zqbS5fJ1GB8/ddf50Lc0pO0kz0tgWoJ2gbeMUpwFJBpmNxrpPdQ8/MQep9qUoc8mhCpBoZsfdH40ADHCjpnpzUZOAeDTi/y4yQaic7jgmgYx3yT2FZlzKFBzwPUVfYbePWs6cfN6epoAy9MVDcOqKUQSsMegrqITnGOlcrpz41S7HbeNv5DP611Vt1+hNAFnHyAL1BxUMozhR2qbOD9agbOaAKc/Ean3qLOamnG6E+3NVkOa9DDO8DhxCtIep9aUjvTc5NKOTXQYCnmkOAOlKTzSUhjQOaf0oIANBPSgBpqvOwVSamY5qpcn5KYGdcykK1YekWzJeXLOFw0pIwSSf978Ow7VsyjdmsuwGzVrrr94YqkK51MPCAAc9PrU4AjVmPJNV4D8tWCMjmhiRXI5y3U1jeKoPtPhfUYwMt5Rcf8BO7+lbjjFVp4xPDLC33ZEZPzGKzkro0i7M8JzkUHIpzRNFK8LghkJUg9iOKbtyKxOoQkhajJPTPNSE8VERzSACaiZsZp5qCRM0mUiuDmVvU1cjGFzVMcTY9quR9qiI2WI04z2HSn84x3PWkB4pwBAOe9aEm34OuPs3izSZum27jz/30K+qq+QLOdra7imQ/NG4dT7g5r63s7lLyyguYzlJo1kX6EZrnrrVGkCbtXl/jK5+1a9KmdywqqDH8Jxk/qa9RPSvMvGmjxWF9Dc27OWu2dmDNnDDHIP41yz2McTTnOFoI5gblf+8PUdfyp+Q/zKfm9KjIYNhwwPuKUnIzx+FYnjyjKLtIr3XCkVzV3hrqME9CW/IcV00yZQ/Mfxrnp4lN8FJBxhv5CgdPc1owHTJHbNTIRwMYqpEzJ8varCDJBxigVyyhyR/WpxgDtVZWwB3FWEOecYoJZKKlU4qJefengHpQBKGGKYzEUAYpMDFAajCeM+tRtyxqQjPfFR4O4/1oGQtnGKryDNXXGB0qvIuaBoz5AU5x1rGuyzXkWAcDcWx29/5VuTj5fapdI0z7XFqsqoWdbQog/wBo8/8AstNG9KPM7DLA/KOa2FI2CsWyWQRq2MDrzWpGWK8n8uaRzvcVwMdc/wAqZEH8wFef0qQhfqacOufSgcb30PSbY+bbxyHjcqt+lSAA9f1OKpaM5fSLVjkHZt/U4q82Bj+nNdC2Peg/dQ0HgjBpwQkZNIoJbjFOOelMojYkdDxUJJ53GpZAcdagY7c+9AEbnYvOBWfOcIcVddx0zzVKUb6QzKtE8vUh8vXcxI+oxXTwNgH3rDhiYzSsnLZXgfTmtm3LBBlWBz/dqmrCTL4APSoX+XBFPD/XFMYhsgnB/WkBWblWH1FUlyBmtMIoGNpJ9zVGUbZWUDAzXXhJbo5sStmMUYpynHWkz6Uda7TkHAdeKO9BHFJSADxSjpSGgdKYEb8VTuThKtSmqFw258UDKknCk1mWykX8h/vH+Vac38qzJ5Es7m3mdcq7BTg42ljjP61a2J3Z0cGdoq4BxVaELsBGfzqdSAPehoBjrnpn8KYISevFT9enSo5p47dS0zhB7nFZykkaQi3seO+M7b7L4rvV2BUkYSLjuCo/rmsEnA4NdD431L+0/EUm1FVLdREjAHLDrk/nXOEYFYXudNmtGIRxzTGwKecbahJyTmgYhNRv0qSo5DxxUspFUf63Pt/+ursY+tbvgjSP7W1W+t/K81v7MujGv+35Z2/risaN8qDnH17VEGrjZMucc5pxBOaap3txzmte18PaxejMOnXDKf4imwfm2K0cordiUZPZGbGgB5r6e8DXX23wRpE3AxbrGQP9n5f6V4dbeB7wruvJ44P9lPnP+Fe6eDrGHTvCmn21vu2LGTl+uSST+prlqVYT0izVUpw1kjoBXEeP1zLpuPWT/wBlrt64PxrL5us2VuDkRxsxHuT/APWrmq/CbUF76KNtbQ3VuEmiVxjoe1Vrnw1A4LWtw8Z9G+YVoWoCRDtx2p8twq965E7G9bD06vxI4++0i9tQdyB1HdGFcuw/0yXI5YbOa9B1a5zbuewBNcK0RGqeW/31w7f8CXd/WtIts8jFYSnQXNEtxpuIY+mTUycACnQEElP5+lTBBk4pnksaqAkcVMExnnNKEpyqRTESKCD7U4imjvTickUCDtyKNuOSKUDjNOAoAjcYFRtgrxUz9KhY44oGRFvlNQOxNSN8wPaqznBPNA0QynNdP4NjH2K5Y4y02PwC/wD165WTJYda67wxDs0xXwT5krfpgf0qobnbhFeZz0FvJ58sESMzI7JgDJ6mtm20DUZlG5EiH/TRsfpVxl+za9cL0Em2Qflz+tb0cg2is5Ss7HfTy2m/ekzBPh5IVLTTlm64RcD9aqy20Nu2ETv3Oa6W4OVOKwr3gk9qycnc9KlhaNNe7E6nRmB0m29duOPqaukHp/SqGgHfoluV7bgc/wC8a0Twtd8fhRyT+JiYK/e5oIzinBlIOc9OlJ0PNMgjfgcDFVHcBuvNWpD1xiqUuTzQMY3XoOPeqz8mrAznlc1DIMEjH60gKilo8ybtp3k/oK1o5CUVtxasK8fZHx3yeKj0u7DZDdm289M96iVVrc2jRTSaOlBU55z+NQS3Xkj5YsntnimpPnv1qC45FYyrS6G0MPHqULnW7xchPKTHoN39atxSvKqu3LMAx/KsW/8AlPGa1bRt9rC3qorty6blJ3OTMKcYxVkWhzijJFAwKUivVPJAHPFLSc0tACHpQOlKaTOBmgCCXjNZ753Emr8pyTiqMvWgZVk+6axPGBaHw80qnDxlGU/7W4VuuM4FYvjYY8MXP/Af/QhSk/dZUV7yL/h3WJNT02CaRUDso3Fc4z3roY+ep6jsK808Cagotnt3PMTZA9jXoMU4z1HpXkYivVUmrnr0aFJxvYddEgY3OMf7WKwrnAk/Dr+Nbc5yvHesS/AVc9a4ZVJy3Z3QpxS0VjzrxIoGtyswxuVW/SsZxg8VueJ1I1VW/vRj9Cawz0r2aLvTR5FZWqMaScYqNzg9amIBHPNQv1rQzQ00zGTTjSovP0pblHpPwPiDeNrlyP8AV2Tn/wAeUV0VlommLqF5b3Gm2kkkNw6FmhBz8xA/pWV8CVz4n1WT+7Zqv5vn+lddrcP2DxndjG1LkLOv5bW/Vf1rgxLd9Dqw9m7M0LSysrVf9Gs7aL3jiVT+gpt07FcEk06F8gelNuMEGuGTbO6EUmYVycNivQvDBDeHbI+iY/IkV59ejGT9a7zwe4k8N22P4Wdf/HjWlD4jPFfCjdPAry69ujqHiG7uR80e/YhH91eK9IvpfI0+4mzjy4mbP0Ga8r0nAhQn0FXXeyMsMtWzZDBI+OOO1UJpcuB6mrczgqKzkkLzYP8AD0rnOllTV1d4hCp5lZUH/Ajj+tc9qGH8R6pLEdqi4eNCOflU7R+iit6+n8u+s3fkC6jY/g4P9KwYF3R+Y5+aRmkP48mtIbHjZpLRIdGSHH96r0ZzVJRhi2KtxnirPFZZ6Cjp70DpS8DrQIM+lKDlulJ0HWlAoEPyKdu/GoyRngUu4A45oEDHPbrUD8HkVKTlvaopT81AyBznOKgcZB7mpXyPamtg55xQUiAoT+Art9FgMWjWK45ZC355NcVgCNs9+K9DgRRbWyR4KLGuCPTaK0p7nfgVeTZl67EY2tbxeobyn+h5H65qS2u9yjdVjW4s6FOepj2uPwYVkRkLEjfSsqytI96g7xNwvvX/AArK1BcRc1PbXKk7etNvSCpHb0xWDOqJu+Gm3aHEB2dhz9c/1rT9/wCYrn/Clxm2uLfur7gPY8f0roM+3Nd1N3ijzKqtNiA7j/jSOCcc/hQOM96Vxzk9KszIpB2/Wq7AE4wTU8h44OB71CAS3Oc0DGhRt4HNVZsljx2q8wAX5RVCUc/Kc56UMEY2q/cQ9PvVHZRgeGrWb+KS7nfPsNqf0p+vAi2R84wSMfUUzS3MngfTGxz5t3j/AL7NZxhzNo35+WKfmXIpipANXA4kXI6YrHllYIH6DFWrNmMe5vSuNncitqEeQcHpV3TDusIvUDb+RNQ3ceV3A/mKXSCfKlQj7r5/MV2ZfK1W3c48wjelfsaQGO9OwaTilBzXuHgh2oHWlIwaQcUgEprHjGafUbjrTAheqkgyRVt6hxlqBlQr+8Arn/H7eX4ZcD+ORF/XP9K6MjM4Fct8Rj/xIYx/03X+TVMti4L3kcL4cuntdXj64l+Q/wA69OguCAp7GvIbZzFcRSD+Fw35GvUY3Y2in0xzXk4uNmmexhHe6N+OUSCqF6mT9eah0+V3BY5x1FWblA6Zy24CvOktT0Is8+8VJie2k67lZc/kf6mudIGPauu8WR/6FET/AAyf0NcgcV7OFd6SPIxKtVYhHFQv1NTE1A5Pet2YIaetSKMLTAORUp+VaQz1f4CrnWdab0giH/jzf4V3vxAtNsNnqaD5on8p8f3W5H6gfnXn/wABpCNc1aLs9sj/AJN/9lXrXi+HzvCuoADJSPzB/wABIb+lcVdXub0nZo4q0vGIXJ+atBjvX3rno5FWNH9fStGxullX1Feaz1ERagp2dDzXYeB33eHwP7szj+v9a5W8GVJwcV0HgOX/AEa9t88JIrj8Rj/2WtKD94yxKvA6PWf+QJf/APXvJ/6Ca8u01T5SnrxwK9J8SSm38N6jIMZFu4GfcYrzPSSxiXODxWlfdGeF2ZqMcIc/mRWY7+XcbhwDWmQCp/mOtZV0gGTXObyMrW382a3QdS46e2T/AEquFwu0dFGBUV7Jv1O3jDZ25b8hj+tTjIX+Vax2PnsyneqkInK4A4qVAcdKjTI79amAxx0qkeYyZDgfWnA5qMFjTiCO5pkscOlSDJA9KiGWJqZRnGKAFC46HimsMN14NSjPtTG5oENxj6VG4z0/Wpe3JqFmANAFd05pjDGamZsnkZqNzwaCircPsiZuhGTXdeHZfP0a2yeY1Mef904H6YrhJxuUrnrj+ddd4MlL213B/ckV8fVf/rVdN6ndhHaVu5v6hCJ9Ju48gloWAOP9k1yULRtYCQHOADk+tdpdHbYXBXtE/wD6Ca86icsscI+7gEipr9D3cO9zX045Xe3GeavTSLgoxxx3qC2iIiHAPaiX92oPOOnSuY7UW/DA/wCJrcAdDFz/AN9CurKgHtXM+FkBur2TOV2qo/Ek10uRzwTXZR+FHn4j42IMelBHrSgBemcmmsDyeQfetTAiYDd6ChEGM8U8DI5yaaR1GKBjXHy1ntnzDnn6VoSD5fp6VQP3yBx70AY3iBc6XM39z5qg0cgeDdCj/iMdxMf+BSHH8qt62nmaTeIMZMTfyz/SqMebTT9OtujW+lRFh/tMC/8A7NVU171wm/dS8yJpjLHHCeoxurRiVo4wBzxWTYKXl3HpkVuIuVA6+1ebLc9WOxWlLeWSrHB6g0/RSGimIHVwP0qC9dUJI4NT6Ad1k7HvIf5CuvAr96jkx7tRZq44pQoxRmlBzXuHgiGkozzSUIApjnJ6U8mo2OTQIhc01RxmnOKOi0xlRcG5Fcj8Rm/4lMK9vPGf++TXXxj/AEjPpXG/EMb9LR8/cuB+oYVM9i6fxHm/rXpME7ixSM/edRj24rzfHHua9FsULyJnooArzcXsj1cJuzZtYzFCuz9KkdmIPJHtU0S/KFYA9ar3bqvPzA47V5TPTRyfipydPUBAf3oHf0PSuPIGa6rxNLusUB6tLn8ga5U9K9jCfw0eTitajIz0FROMmpWGKjYcV0HOhFHzCnynAxSIMUknLCjoC3PSvgjN5fjSaPP+ss3H5Mh/pXu2sIJdFvoz/FbyD/x018/fBpsfEGEetrN/7LX0DrDbNEvm6bbeQ/8Ajprjrbm0Dx8TodNTZ9/gAe+K1NOURwrkVgWQM9woGcKB/KupjjXywOD7EV5ktD1Y7DZpQyspGPftW34FUm41CT+HCD8fmrn7kiNWXJIx2rp/ASg2V5IDyZgPyX/69VRXvmeIdoGj4148I6h/uL0/3hXnemqBGvJxivRPGYJ8J6hgZwgP4bhmvOdMYmIbuvpV4jcnC/CzY+8nU/Wsu+4QsMc1qMcp/hWLqkgSMjisEbSOct/3+qTn+6Aufryf5VckwW+XoOAKpaQrPDc3II/eXDIo74VV/wDiv0q669s10JaHyuPleuyWM5AB6U8j35qJSAMD9alBHNByCh8igPnjvSFSBkUgIB6UySZDgetSBuaj445zS7wKAJg360E54qESd+BQDgnJzmgSHE44681BJyOBk05jzmmdx2oAZ0HvTHHHXrUhPNRucgYoKW5UkyZB9a3/AAbOI9ZmhP8Ay1iz+KmsF/vj61f8PyeV4ltP9p9n4MDTjudNGVppnoOpusOjXkhOCIHPX1GP615/p0e+Td6Aiuy8UP5Xh2528btqH8WFcvo6fuUJ6nJz+NKu9UfR4ZG4ihFHTntVTUJNq8/rU7HEYVj0rNvZHVSFbjHXNcx2o3/B6k2l3KMEtKo9+F/+vXRFuvSsTwrA0Whq2APNkZ/w6f0rdVM59Md676atFHl1XebAEbvemt0pTxxgVGxx6GrMwJI4AoDE8d6jBJ4x39alTao6UAQy5CH3qttBBPQ1bnIK/KuMVTDY4x2oBGZer5ltcRjPzRsB+IxWXq8oTUdQwMiKJIBj/ZVV/pW1KvzPn6VzF3KXW5lPWaZuv+9/9atIaRk/IT1nFeZd09NiAkehrSdyDkflVa1QCMd8gVJKeCVbBHFeUz2EZmoSbs88/WtbREKaVHn+Is361g3jM7bcctx+Zrq4oxDCkS/dQBa9HLoXk5HnZjO0VHuSDrilFNFKDivXPGFNIaM00mgBGppoLc00nmmIRhzTX6U/Oaa/3TQBXiGGZq5Lxovm6BcnaG2yK/0+autB2xsa5bxRz4dvyf7g/wDQhUz2NKe55nax+bdQp/edR+Ga9I01CEDevP615/pKh9Si/wBnLdfavSbFAIIz/sjNeTjZbI9jBrdl8k8EHDY4rNvpd4Oc59avSEFcAnPQVk3jk9cHPavN6no9Dk/Ekufs8Wckbmb+QrB6rV3WJhNqkxzlVOwfhVPjHWvdoR5aaR4daXNNsae1RvUh5NNbrWrM0AGFqJjljUhOFqIcmkxo7v4QSbPiPZL/AH4Jl/8AHM/0r3Xxld/YvCmoSZwzR+WP+Bcf1NfP3wulEPxJ0fP8TyJ+cbCvZvihcbdBtbUHBnuR+QUn+eK46+hvSV2kcbo0GMOepx/KugBCfL2xWfYw7Ix/SrkzYGWzgcZFeW3qetFaGfqUu1TzlfWu38BQGLw95rdZpWYfQfL/AErz69ZmJ6NnivWdEsv7O0a0tD96OMBj/tHk/rW1Ba3ObFP3UhniGMy+HNRQEDNu/X6ZryrSjvhH9a9hvY/OsZ4sZ3xsMHvkGvFtHcIuzHTiniFsLCdUdCGXZ9Oa5rXZvLtXb2ropGCR46dK5LxOf3CoG27225PvxWC3N6jtFso6AjrYAv8AxZYfjzWiTlmptoixIsK8Kq7QPpU5QA9K6D46vPmqNjVSnqMEZoj5YcU7YO47UGQ49OuKYeoxTifrTWBxnPSgCQPjHem7snpzUeWGOvPpS989aBEqnPOAKViqg96jyduBx600k5FALYdu+lHNRgmpSfTFADCeelRtk1KeKifJHHWgpFYjMgqaxl+z67ZzH7qypknsNwqI8kHHOagnbLkA8mhbmsHaVz0HxsSmhKnILXCDr6bjWNpKj7GnPTIzVzxTcNc+HdIdmyZmVzj18v8A+vVbTjst8DpnpU1nqfUYXWFy1I5wuB2rGuzl9qjvhR9a0LqQBeBhaq6RAb3XLZM/Krb2+i81jFXdjrk+WLZ31hF9jsYLcD7iBf0/xqffyep4pgXHU08gY+XmvRS0PJbuyMsSc8fgaax9sU5gAeajK5PygfnQIQn/ACacDkfNzSgY7A/SjIA55oAjlICnFVxknjkVYfkciq7Eb8CgCpJtLP16VzWprh4wowGct+ldNO+EbkDr1NcxfSFprZN3CqxI/EVM5csGu5rSjzVF5GnbYNuvODtx+VRXEpRWxS24/wBGT8/1qrfPjJXrXnHqJFa1BudVhQD5d+4/Qc11nWue8PxF3muGGCuEX+tbwbFe7gKfLTv3PBzCpzVLdiSl/Cmh6XOeldxwCHNGQQeKCTimlqAE2jNBXmgNzTiAe9ADMVHIflNPzjrUbHJpgV3/ANUa5nxMM+HdQwP+Wf8AUV08oxG1c/q8Rn0a9iAyzxMAPfBqJFwep5xoK79RJ9E/mRXo9kV+zIDwcEZrz3w0ubmZ8dgP516BajFsgI65NeJjXeZ72DXuD55du4jjjkVhX115Uby8EIpbitS8fAOPl6VyniC6aO0EPUyn9K56EeaaR0VpckGzmS5dyTyx5pN2aaaAcV7iVjxBxOMU3NJyTTgOtMBrnC4FR9MU5uWprHn6VLGjpPh7n/hYmhbf+fv/ANlavYPijLvv9JthyQskh/NR/jXj3w8cJ8QNCZv+fpR+YI/rXq3j+QS+MIUz/qbVR+JZj/hXDinZHTh1eY+AYhUj2NMnlCqwZufU0REiNfpVG8l2KwYmvMPUSJtHtF1LxFaW7AOu/e+P7o5NevYrgPh9poL3WpuOM+TESPxY/wBK9AzXbRjaJ5+IleduwjDKkV4dp6eVfTRZzskZT9QxFe414q6fZ/EmoxBSoS4kAGe24mpr7I0wj95o1JyNhFcrqFub3UY4iuVQPO/+6is39BXRTPlQfQZxVHTIfPutclIyIdJmx9WwP5A1z01eRriXamzLdDtDZ5p4m3gbhSoMoOnSo2TDegrY+PlvYuxCnnnvVKORlPX8qnWfjrTIHkU0gmguD/FQMY60CGBAOvP0pucNgdKkLjHTpUZZTQBIDlfpSHiog4zwacHoGBLClU8c8UZWlVvSgBTg0ALzTSeKBwfWgCEnlzjAFZxfMgP1NWruTP7tOp61ScgMf900GsDrtYkzovh6InJ8ov8A+OqP60+wwsJ9z/SoNe4vNMtR/wAu9kuR7n/9VT24CxD+tZVviPrcJG1NEd++FI9Otavg20CrcXjfxERof1b+lc9euxkIzz7dzXd6XaLY6ZbwY2uq7n/3jyarDxvK48VK0bdzQLjHSgHOcCmAAClyT6j/AIDXaecOLNx0H40wntSc7vX8KCKQC4Hak53ZJ/KkBzx1NOA/2aAEfAHrVR8Al+fyqy4IX0qrK3yEdR70AZt258lj3I7VzUx36ljqFRR/WunmOIznb1rmYR5t9K3ZpcA+3T+lY1n7p04ZXnc1Y2KRL/sisu8lLbx1OccdjWhMxiba3I29aqaZD9p1PLfMkPz/AIjpXNSg5zUUdtSahByfQ3bC2+yWccJxuH3z6t3qzjjg0mc0oPNfSwioxSR8vOTlJthjijFKTxS54qiQ7YoAJ7U0ml3cUwEIwOKQHJ4ppfAxmmofm60AK561ExwKmf7vFVnHagCOeTEbD2rJlbhV/vH+taMxwprJnOZlA9R/OokVDc4nQLYxtN/11ZfyOK7KMmOIDuoqvdC2ufEV3JaoiW7TYUIODjAY/iwY/jUk7eUcZOMdK+exEuabPpcNHlppFO6l+Vs8gVwmr3Hn374O5U+Rc11Gp3ZtLWWUnLDhR7npXDEsee/rXVgqe8jmxtTaIucmgUlL3616B547OaM/L0pAMd6CaYEZpjnj3pxOKjJ5zUsaNzwhci08X6RcMfljvISSfQyLmvUtfn+3eNtTkHKJKIR/wFQD+ua8WtJWS6jMf31dSv1BzXrmkCW5le5l+eWV2lkPqzfM3868/GvRI7cHH3mzcLhYyT26Vj3bF2ATli20L1yegq9cTKIm9BVvwhpv9q6/HK4JhtP3jehbPyj+v4V50I8zsd85csWz0LQ9OGlaPbWY6onzH1Y8mtP1pePSlr0krI8pu7uJXkGv2xi8a38Y+USOr8c8MATXr/evK/FAK+NrskY3Rx4PttrGt8Jvhn75UugFVmJ6cD6UmhFYPDniq+cf8sUgB+u7/wCKFF622EkdhXQeENKg1PwdqVrMCFurhwxHbCrg/hisKK942xf8No4GM7SB8vQfyqSSPcO1S6paPp2q3FlIyeZDgcHI6DH86rCVx1UN+Na2Z8lUi1JkeVHGeaVTkUrMjdYsH2pEKBurY+lBmOBPrUgfFNHlnGN1KCgP8VADtwI5OKRkz9aUFPRvyoyh7MPwoFcZ5WDkjinhVI6UpZOmWx/umm74+7H8qAALSNSgoSf3mKMp/fU/jQO4zcc0x5MD3qQ7ezj8DUEmCTzQNEB4yxxUMCfab2KEdZJFj/NgKfM4AI3VY8PQJd+JrCNiQqv5rbe4UE/0oR0Uo80kja1Q/afEt7In3Y2EK/8AAQB/jVmYeXArLkbetV7BftU0923CyytIPfLH/Gpb6bEMiEYNc83eR9dSVooTQrP+0Ndj3LmKEeY4+nQfnXfBRnoKwfCVoINNa5bhrhuv+yvT+tdB0x84x7120Y8sTgxE+aYdKQ5HanHBx8/NIWTp3rUwGZJPQA0c9SaUsoPQ/lSZBxlD+NIYoP1NAPpSgccAilyy9FNAEEzYX7wHFZ0rhxtz0qxfT7Nu/wCUc8ngVmG7gJ5uYB9XH+NGoXRHeT+XE+OcAt+lZGmw4hDv0xmrF/OkqbY3VxJ8uVOcD/8AVVlFCQdMDHSuau9UjuwkdGyhqcgWNCvXJGKn0OPZbPKeTK36DpWZeyEylR8xHIrorWLybaJMY2oBXRl1Pmm5djHMqnLBR7lgClGc0nOKXBJFe1ZnhijmlHFGPpRg0WAGHHpTDmpMcdqCT7UWAi2Z6mkC471Jz6UhzmizAaaryk1YPSq8oz3osBQnY7SM1kSy4ZpOy/NWneHy4i2Rk1jkmRljXncefpWNaXLBtm+HhzzSQ6wg8i3y4y3BNM1GTLptPrWgcRxHHX3rDupVDOT0TJOa+c+KR9KlyxOU8RXG64SBTkKN7D3rEI4FSXM5ubqSY872J/wpvb8K9ulDlgkeJVnzTbG49qD9aCaTr2rQgUUh4NKOKYxyaAGE80wnrTiajc4qGUjR8P2/2vWYY8ZAO7Ar2jTbbyIVJG0kYrz74c6R5k02oyrkD5Iv6mvSroeVCT35rycVO8/Q9TDQtAx7+TbLIvUentXpfhDSv7L0KMOu2ef97J689B+AxXA6LZf2r4itoX5Qv5kgH91a9fGKMPDqRip7RHUUUV1HGJXlni1i/jK4/wBiKNf0z/WvU68u8ZlY/FkoUfM8CM36j+grGt8J04X+IUbxDLYl15wvI+ldz4GKN4TtduCd0m767j/9auQgjzb7G6Gui8AuILO705j80MxdfdW/+uKyov3jfFR904j4iwQt4uuWNujOyRHOOfu//WrnbeyBcGO3jJ5O3kdq634jBYvFyloziS1Q5+hYVh20TPNmKTnBr04JOJ4tRLmKRs5wucqgxngmljt7kr/rM88citz7KfJDcnPaoxbIVORgiq5IPoZOEexlGCcY/fOjejKMGoBNOj7Xmww9VxWvcRlV+RytZU8gJ2TLuA/iWhUoPoS6cew77VMV/dupI+8rLz/OmJqM5l2kRFScZ5qoYyrDy3BH8PtVQzus+49etHsIdifYw7HQJcvJAX2ICIy+Mntx6VBNqTxNholPOOGPfj096z/7Rjjjiy2EeIjOegLNWZFczz+bclwU3bVB9v8A9VZ/V472K+r030N99WMasfIjOMgDzOv6VDFq00lwIn0tot3R/MXFZNqzT3Q+XeAeQe1dClrE06HYox603h4C+rw7EkrlBloVx/vVA8jbc/Z//Hq0UtssZGRAf4eKlFuDkOOPTtU+wgH1eBzkryBnwirtx1o0SW5bUZf3hjcxMibMg84B59MVp3ybbiRYfLXO0gkFu34Vd8NaaUL3c5LGThQcDAFZ1VCnG6Wp2YXDpzVkbdtELeBE6KBhfyrJv3LzDHfIrTu5Wi4z8vpisgkzXCBOPlLZ968+K5pJHuzahBs0F8UanYwJbwafZmOIbFJlbPHc4/lUTeM9WkUtHDYh1/g2t/8AFVj3kVyjbk529eazmuCH5yrZ5z1r2Y0422Pn5VJN7nQP431dUyUt1YekbH+tJbeOdWlkQPLbKCcf6j2+vtXPXMh2fN35yKoRI/nrtbBRWbO7HYj+oq3TikJTk2dRf+O9VS1WSO5QMRjCxKPmqiPFOuPgHUbsOcEgMFHTtxXKoXlukRxlUbkA9MGrs5k83aD+9YZZh2z2pKMeg25HULqOpXIJuNUvMccC4IP6GnWwdnlXz55PTzZnY/qazdItVWYE/M2ecnNbHl+Tc5I602kTdgtjk5ZUY9z1p5SFVH7tD1GTRNMqcYznsKdZwSXbYcfJngVjOcYq7NadOVSVkP8AD+nLHCbkqAScKoXHFas0+Ay/d7VNGFiG3A44xWZfyfNuXrnkV5NSfNK57tKmoRsULufyppJkVWMeCAehNRjxVqpbH2e1/DP+NIS0kkm0L8/GTz6HNVHt/wB5yMepr1MHeEPU8fHSjOpbsXz4m1QZ3JCvHUREj+dQSeLdVibn7OV7MIuP51XNvsDYYis64eSLcSQwrrU5dzi5Imo3jPVWJVJLVGxwTDkH9aYPGeshhue3HrmDv+dc8UX7yfePUGopZzuz36fWq533DlR3Vt4qv5WVSbc/MV/1fooPrVY+MtS8rd/oucZ+4emD7+1ctDfIixvnG52H6AVnyX0ks7xKoMcaYJH4ioVSSvqVyRfQ7GbxtrCn9zBZueCQUb09jT08a6wEDSW2nZ74Z8/zriYpjc3GSwwxA257VspZfIybAcA5+f8A+tT9pLuLkj2Ol/4S6/2jda2uT6M1Mk8WX204trUfUN/jWEiFYQPL5x1zTCJXOxEJJ44pOrJdRqmn0Ldz4k1S6kWJba0JZsALuJNb9rE6W6u+3zyPnI6ZqjpemJbqXkwZepNanmlEIXGMV5mJxDn7t9D2MJhVT957kEk+SFbg5rm9Zlf+zbho1Ys3y8L68Vr3LnzNycduazWAMbfNg9cVlhqfPNGuLqqnTfmcKUYHpz9DQTj+tdMs3lT8/wB9Rg+5H+NR6jfq4miKqWaQ44AI5r2DxFI5zj2xSc+ldALW2ijXcinYuZCVq7p+kpfxC4+yxJER8ileT/tH+gpD5rHIlj0qP5j2r0u38NabHAkb2EbMo5duTVlPD2kg/wDIPg4z/DmlcFNHlJOO4z74qax0251S/gtoY2Hmvt8wr8q+pzXrS2lnaRjybaBTnjbGAas6VpaRTPcuoLsTyegyegrnr1VCPmdOHpupLbQuaTpltotjFbIuAi4+vqadfS5ifJ/h/U1dnZTGPm5rAuZS4dBuJZwAB1bsK8hu7PYSSidn8PbHAu75h6Qof1b+ld7WN4c05tL0O3tpMCbG+XH99uTWx613wVopHlVJc0mxaKKKsgSvKvGeH8XyY6rFGp/n/WvVTXkWpl9S8ZapItzGYYZFjEKR+ZI7BD/tjavy/wB1vwrKrrGx0YZpTuyeJjtVM1asr19Mvo7yP+E7ZEH8ad/8fwrFt7eI6lHd6hK0cpmtoIbT7Q7bC7svzCGUJlmZOu75V6VJp8L/AGM+bKDf3Vs9zuNy7PHiTbxERsVV3IvHJPWsIwa1OqdRS91ov/E14nvdLu0+ZZIG+Yd1yD/WudsMPICoDfL24q/rVtZXXhvwsbm6uDaxrc7vOdy8rbPlz5bIcBsHG5RgAVS0yK1fWIWRpRDJYefaxRswTDRqwZ9xZicMOCx5z1r0ac/dPIqR1Ncp+5AxVAg5K55z+JqOCFDossj3vkzXNu1xukuJDME8/aX2k+XGojZQMfNlhnpVp7OIWcrQxpEsV3JDEFvGuCUVUYMzFm+bLNxngY4FWpEOJmXpd1KqcCsecMhO/I5PPWt95CqsjxgsehNY4uIp2lgeEK8Z+YK1axZmyiGUYKOPXFUJwfNbjBx1FXpYId2RvXjpVaeIKcjII/vVYkUNRgMS20cTs3yYfHHv/M0qKINPDvyfup6lif8AP51LLLmGLIwQinAH3SKryF5HhRxwf4vw/wDr1lG9tTWVuhv+HLZXl3Z4UcV0EqKsik4wvTmsewP2dQseRx6VpOkjqryLGQD0280yCYOhJxwq9T60gnYsdgwnqaixNP8AdXbH6k0x1ZmVFye1Q3ZXZcY3dkSW9kbu9+0yA7RtwAeDXQIBEoxyagtk2QgdMCpMlvmH615NWo5vU9yjSVOOhV1CbzFIbuOKrWNuGhaSQHJbaOccCn3eCQadDN5dqgB4H+JrTCq8zLGytTt3Iri2GxmDE9eAea569eK5VUYBW52v/jW/PPnkhc5rlNZV7KVp7dFlikboxxsPcV6sWeK0I6OY8M/T8aro2yZgVJIRtp/L/P4VEuptsw1nIWPYMDWTeXN8ZhJCEC/d8snjn3ok9NBwWpq+aiSfJEuQSVZc/wAvWiIrJNhmOSe/rVS3W9uYVkVBHydxI3ZPt6D3NbenIvl7Z1B3EkGnFClLuaukDP8AEOvc1oysQ7O4yM1RtrH5t6M23PSrUoYsIwDgCkxLcghWS8ulJBCk966SNEhiUIMDpVTTLctEz7QMn+VWZpB5iR5Gcjj0FeVXm5St2PcwlJQhd7slY4Hzd6zbjliOOTWpKAqnJyO1ZN0hLZB9K5zq6FWBdzhgMAU2ZASOcf1ptrKRI6dwalkAEmcZz2r2Kfwo+fq/GylMTErMw79DWXMyspyMdenNa8uDE3BI644rOne2CqG3KzZArWLMjGnCCTKPhqoTtmQfieDWlcxRM2CJMg1n3EIRQQvAHWrEitdbktYNjZZiSwCnPJP+HaktkdbV8nGeWx7dKV7iIwqNy7kGCAehz3o88NEoZcAdh0rJO5q9CzZQAyJkcZzmunjiZGyr5GOQawtNixtPPriujldTb5UjKiquQypOVB5Tmr+lWRDec457Cs+ONp50jPfr9K6SfybC082RwoA5J9K4sTU+yj0cFRTvN9ABy5QHgdaSQ4Ug1FYyCdWk5+bBXPYVLKQfwHeuBo9RGfOw2sB2FZTzhy6OhDqcfhWlMnzEKSSSBismObzJTh1bGRmu/Arc8rMnsVok/wBPiwuTvBGRVWW1R7xnDjDEHH3R3561PqU6WRSeTOFIbI69aptewSxiaOQOnbyxz1rtl8R58XaJLdP9ruIbOEHYPmcnvn/P6V3dk0H2eNcqAqgBelcnplgkpM5Yqx4wfT3robazYY3MSMdKZLdy8WfcVQALjrQziGPLvyc9aheJEb5PlbFNgtFnuUDkt1JGaznPlTbLpw55KKL2n23nMZ3yc/dFaqthAo4ApqL5EOCAD+VJbtvj39mNePUm5ttnv06SpxSRHcn5OKn8L2qXPii03rlY90v4qOP5iq1yCFOKv+CwT4niLZysEn9KVNe8grv3Gen4paKK9A8kKKKKAPh//hOvF/8A0NWuf+DGX/4qqQ8Q60syTDWNQEqMWVxcvuUkYJBzwcE/nWbRRYd2jUPiTXTJHIda1HfE2+NvtT5RueQc8Hk/nSL4k11Hd11rUVZ12MRdOCy5LYPPIySceprMopWQXZqP4l16SzFm+t6k1qBgQm6coBjH3c46Eim/8JFrYmEw1nUPNC7A/wBqfdtxjGc9McVm0UxGkPEWthnYazqAMieW5+1P8y5ztPPIzzinf8JJroTZ/bWo7NzNt+1PjLHLHr1J6+tZdFFwsaJ8Qa033tXvzj1uX/xqP+2dU80y/wBpXnmHq/ntk/jmqVFO7FZF3+2dU/6CV5/3/b/GkOrak33tQuz9Zm/xqnRRdhZFn+0r7GPttxj/AK6t/jSjU79cYvrkY6Ylbj9aq0UXYWRfXW9WT7mqXq/S4cf1p39v6yf+Yvf/APgS/wDjWdRRdhZGl/wkOtn/AJjGof8AgS/+NIuv6yrbl1a/DDuLl/8AGs6ikPY1B4k10dNa1IfS6f8Axr37w1I8/hbS5ZpGkle0iZnY5LEoM5Pc18219HeBYynhDT2mk8wtbR7c4+UbRgVz10rHZhZNtli7UNk+9NhaEwrGwzjPbnrS3UqyShFPqTSCHfCp/wBn5SOCO4qsIveYY74EZt3Blv3OcDjisyZXRXWRWaP6it0xtFLvk6HuP6+lUrtQwPpnFeijyGzmJbQLN5kD7Rn7r1RliKXQ80qUI6D+I9q0bxBEMqT16Csq5iN1EyoCp9OmKvoCNG3f7OFUnKnvWpDPFGpxhkbtmsqCNJYRD5o3g8E9alW1EZ6nrTuS0dFb3a7PkyV64wan+0RsuRu/DpVKyRNpBrYsrOS5nUKiFV+ZieKwqvli2b0Ic80i1LeppmmM/VgvA965O3u9ag1m3LeTMl5IA4IOYx7e2K2dZnQ6lBB1RG+cH15wKbo9o0+onejJHEQ31GOn515qaSd+p7Ti21yuyR09yiRwoWPasRyZV3Z+UcVf1GUu3lIcHoM1k3Uoit/lPyrn8W9KyW5r0KUD/wCnvu4wxAq3OGEpK9hWREHSRZc5zzmtB33gHI3Y9a9WG1jwJ6u5H5yjIY7fesbU4HnizE4Dpyv5VoTLuVjkn3rLlcrgFjtPpzVkGRJd30a5eOM/8CP+FVprm8kixmJAR2BNaUwVowpyevWs64AMOFPPTFXv1EjIgsfNuATyepPvWqh3zAbT5QqOBGdDsODg1bsUGPUrSSG2bFmhADLz6VeIJU1WsgAvyHj0rQ2gqGxkelS3YIq7sSaZEUmeVhu28f41navO+s6h9n8wpbxnDH1PpW7e+XpWlAQ7pZ5BuVByee+awLaCR4Jo42UODuy56nAJP515zl7zmz2VC0FBG34Ythb2twHmMgDkKT/Co7VPcy7plRByc5qWKNbGwjiGDgZJ9T/+uqRJD7+S7Z2j0FYyd22dEFyxSGSgDeMnjuK5m70wW43Rhgx6NGcEfWujaLKMxJOe/TcayppDExXBGOMGvSwkLRu+p5GOqc1Sy6HOX0cmxA8pYkgKznI+mK1bC2gWKOIRKPfHfNRXzq0YEiAsGG0n61baKQbPJGeOtdSSTucTbaNe0gVdoOA47+tb0DYRUbjiuRhmuGdQ/IrahMhjUhiOnJ5omJI0Xh3P90nJ9as6ZGiTPJxtXjJNVYvPK/J80h6AHrU1/wD8S3Tdv3ZjwoPrXBiZaKK6npYKmruo+hla1rt/daoLbTYBLFCcy5bbu9VBrpNGeS80tLh4Wg3D/Vt1X61zWkWc4hmWHYG3hCWPX1NdWzfYrMQh8gLySMVxzstEejT5muZvcr3DbG2DnODWx4EiZtemkbnbbnn6sP8A69c6JGEhldWLN8qJjJrvvB2iXOnRzXV4FWWZVAj6lByeffmnSTciMTJKFjraKKK7DzAooooA/9k=", "path": "000551.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000552
Men Tshirts
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", "path": "000552.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000553
Men Tshirts
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", "path": "000553.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000554
Men Tshirts
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tIwrOVWTNIwSHqscK7Y1Cj0AqK6v4LWEy3EqRRjqznArC8QeJoNFUxDEt3tz5eeF/3v8ADrXnN/ql3qUvn3UzSOemeAPoOgqVFy1Y5SSO31DxxaxErZQvO3Z3O1fy6muUv/EWqagWEl06Rn/lnEdq/p1rIB4oLcVoopGbk2O3nOc8+tLv9aizTS9O5JKXFR9eaaDmnL0piDcCMU3lTSkY5FIeaQBuORnkeldD4J1YaL4ssbhm2wyMYJOwCvx+hwa5w0pPuRkdR2pNXVhp2dz2/wAd+fFo0OqwgtcaXdR3S+4ztYfQg1qwzRXcEc8J3RSqHQ+x6Vl+G9Tg8W+FDHcsGleI2l2vcNjGfxGGqr4OmlTR4rS4I82BnhcY+66MVYfjgH8a5bW0O3rc3njx2pgQelWsbhUTLg0IZDsANHfpTyKaRTASlxShadgUJgN4Fc94o119LtorazXzNRujst4wMnPTdj/PP0NamranBpOny3ly22KMZ46seyj3NYPhXTLm8vJPEWppi6uBi3jPSGPtgdsjj6Z9TVruyZPojT8M6CmiWBV2El3Md9xL1LMe2fQf4nvXQKvtSJHgVKBQ3cErD1AqUAd6iHHPauP8a+OE0KNtP091fVSMMeoth6n1f0HbqaW+iCUuXUh+IPjT+y4ZNG02UfbpFxPKh/1Cn+Ef7ZH5D3NeQZCjPYdBT3dmZpJXZ2YkszHJYnqSe5piqSdzfgK6Ix5Uck58zBR3PWpQaSiqJJQ1PBwcioMjinbwKdwJlRBIJU3RyqciSNijD8RXZaH8R/EOkbIp5k1S1Xjy7o7ZAPaQf1BriBJThN79apSFY940n4m+G9QKpdPNpkx/hu1ymf8ArouR+eK7WB1ntxNC8ckL8rJGwZW+hHFfKq3Hvir+l69faPP52nXk9pJ3MDlQfqOh/EU+disfTwXnrTtg9a8d0f4w3sBVNWtYryMdZYf3Ug/D7p/SuwT4peGJIPMFzOG7xtAd4/D/AOvVqVxWZ2LDB5BpQMjgVwcnxX8Pgfu1u3P/AFyx/Os25+Ltqh/0bTppD23sFo5l3CzPTtvqaQAeorx64+LOpOcxWMEY/wBpyaoy/E7X3+6bZc/7BP8AWl7SPcfKz20lO9UrmaNCckfia8Sm8eeIZhzeKv8AuIBWXc67ql3kz6hcNntvwP0o9rFDUGezXmq2cGfMuYl/4FWFc+KtLiz/AKUrH/Z5rynczHLMx+pzSgn0qXWuUonoM3jSzA/dRu/6VnzeNps/urdV9ya4/JpwBboCaj2jKsdDN4v1KTOJVT2Vaoy67fzcSXcx9g2P5VnbDnng0uxcjL0uZisj1LzOlHmelR4PrTdpP3RXmnXcm8z3oDHsTUW09+KUEDuadwJN7Z60CXPeo+D2oz6CncLEvmkdMmpUYkdRVVSc09cmi4rFrI7kUeYnY1CuO9H8WAKfMDRI5UdFGfWmFx680HJ44z6UwxOT04p8wWFZjt61h+ItZOjWAZG/0mbIhB7Y6sfYfzrYkxGjyMcIgLMx6ADrXk+taq+q6jJcsSEPyxqf4UHQf1rSnHmZE5cqMnUbiSUs8js7u25mJySfWhjgAVWvSflPvUznnFbnOP3Uham5pKBCs1NzmkLc0o5oGKh5p/HvTBxTuopiFpppaRjQAhNNBw2PWjOTTWoGbvhnxHP4d1UXKBnt3Gy4iH8a+o9x1H5d69HsLy1fxDfGzkWS11GKPU7d1PVuI5V+uQpI68140G/OtDSdVuNKvIrmAlmhLOsZbggjDD2yP5ConC+qNITtoz3+CQSKD+dSMntXJ+FPGGm6xCsa3Cw3J/5YSkKx+nZvwrrdw71z2sdSaexEY89Kb5ZqyADS7c0DKwjprLjkkAc5JOAPc+gqycCuL8T38utamfC2myFRjOpXCj/Vp/zzHue/5dmppXE3YpxKfGmti5IJ0KxciAMOLmQdWI9B/gO5ru4Ygo6VBp1hb6faRW0ESxRRqFRB2Hp7/wD66NT1fTtGi8zUb2G1HYSN8zfRfvH8qbd9hJWV2XOBTJ7iC1t3uLiaOGCMZeSRgqqPcmvONZ+KicxaJZlz/wA/F2MAe6xjk/iR9K4LVNY1HWZRNqd7LcFTlQ5+RP8AdUcD8BVqDZnKqlsd94m+JgZGs/DrMM/fvnXBH/XNT/6EfwHevNXky5LEs7Ek5OSSepJphYt049zSqoX6+taxio7GEpOW45VOdzcn+VPptLnNWQOJxTd1JmjNAC5NISaKSgBaXJFJS0AGTRQDS8UAAJqRWIPWo6cDTAuxzByFl5H94dR/jUzQgcb+f0NUQcYxitCzH2krAApkYgJuOBk9qHG4J2GiE+uacUIODV2XR9TtpCk2n3SEHBHlk/ypF0rUJTlLC7P/AGzNTyy7FXRVEZP8QFKIh3YVop4f1ZiMaXdE+pTFXIfCOuy9NOdR/tkCmoSfQOZGPtUDrmkyM8Lmupi8C6u+PMMEI92zV6LwAqgG41Ee4RapUZvoJzRxByTnGKXzcDrzXoEXgvS1PzGWU+7Vft/C+mRn5LRf+Bc1aw8xc6PMo4Li4OYopJM/3VJrRt/Dmq3BG20Zc/3zivTU0+OEYjjRQOwWrcDxxn5kBFaLDdxOojFzQMmgK7dFNO8pweSAPc14h3jcetLgLSlUAwXLH0WnpA7ciLaPVqYDNwx2pVPopqQBVfb82f8AZFSCMZGI2Y+hNK4Fcg9SMfjT0AGMn8AM1cVEQZZY0/U1IsqD7is3+6tK4FVYyx4ic/Xin7CvXavsBmrPnt3RV/3mpjXKDq0f4ClcdisGiVjgHPvTTlzwSFqczRSddh/SoZERh8r49g1UmKxyHj3Umt7KDTozt+0Au+DyUHGPxP8AKvOXbmtrxVqC33iS7MbbooMQKc9dvU/mTWBI3zA1201aJyzleRBenMY9jUr/AHzTJhvjYeo4pC2WB9hVkD88UvamA8UpNACHrTlNJilApAOxSg4pKWmIXOaa1LTWpgNNMPWnHqaQ0hidRSqxVgfSko9aYMj2+XI6dg2R/Sui03xnr2mKscd+00S9I7j94B7A/eH51gTDMccgyCPkb+YpMn0B+lJpPcFJrY9JtPitIqgXWl5PdoZv6MP61pL8V9JIG+0vlPfCIf8A2avJN3sRSxjzJAo6nqfQetR7OJoq0keqah8U7U6ZO2m2tyl3jbHLMFVUJ7gAkkjt2zjNcno/jWbQ7Ew2On27XEjGSa5uZGcu5/iwMfhz+pNctJKJGCLxGnCj196MnsppqEROpJu50t7488TX6lW1R4EP8Nqgi/Uc/rXOuxd2kkYs7cs7MST9SeTTPmPoKNoPXJqkktiW29xd/GEGfc0uOhJyaMUvamIKXikooEOo70lLTAKKKKACjJopM8UAOopM0mecZpAOzRTRSgimA+lX1phPHFBO3A70ASFueOlWLeXa4OencVTFPVsGmnZge++H/FkN/o9s9xtM4QK5I6kcE1pNriZ+RFP0FeS+EZTdQz2ofEi/vI/6j+VdFaayIyY5OGU4INdUKiejIcNLnYy6zM3RQPwqBtQuGUjeax/7Xt2TORjvVSbWoYj94FexFa8yJsbnmyMcs5P40eYo5rl5PEkKjIaqc/idRyhyfSpdRIrlZ2RuVU9aT+0lQ8MK86n8STseDxVKTXLps4cipdddBqmz06XWEXq4qpNr8KjlhXmTahdOctIx/GozdTt1Yn8ah1ylSPaGs8DMlyR7DAqMxWoPCySt7ZNRea7H5Y1HuRk0fv26uR9K8I7ifcyfcgjjHq5prTE/fuF+iLmohAT1PNPEKj+Gi4CefGDwZH/Sl88/wxfmacFUelL9F/Si4EZkmP3dq/QUuJT95z+eKkKMRwDQI2JouBH5Y7sDThGnfP5VN5Z9QKbhQeSKdhkflJ6VVv7iDTrGe8lzshQsf6D88Ve+UZO0muM+Imo+XY22npwZn81+eqr0H5n9KqEeaViZOyueZRMSZd33i5J/E02U5XPpQ58uYk9GHP1prnKkV3nH5iA5UGmn7wpI2yCO4pT2NAC55pw7VGfvVKtAMUcGlBpMUYoAfRSdqKBBSMaXqKa5oAZSU4dqMUDG96UUUtAgC71eL++OPqOlQxtlcHrU3IIZeo5FXbLQdS1h5ZtKspLlFK+YsYyUZs4GPfBpgUAMsAAST2pZjsBhQ8/8tCOn0p7E2uQT/pGSNo52dj+NRIuBQABQPpTqAMUUhgaKTrS0AB6UAUtHFMQDrRRRQAuKKO9FABRnNFFMBCfam96cRmkpDCkHel70tACAkU4dzTKVjgYoEAOTSE5NAOFpAeaaAfupQe9MpR0oA2/D98bPUUfOFYFT+Nbutbo7nz1OVkG7Irjrc7ZFPvXWtILjw7GW+/E+zj0olumXDsZn2+YDG44qKS6kfufzqylqrNhqtLpqnkDrWijJhzRMn944pyQyN0zWwtgEPSrMVoiDkU1TfUXOYK2cznpUyWTkcjFboiVRwKcqA+lWqSFzsx49PY9RVlNOCjOK1FVRQWHSrUES5M7lQM9Ofzp7DPAB/GkLccDP0pj3KRr+8ljQf7TAV4Fj0LkwBOAOPoKCFX7xrLm1zT4SVa63kdRGpOKoy+KLdR+5tZJG7bjj+VFhNnQAp1HOKdvIXIXiuOn8SX7qfJEUJ9lz/Osq51C+uVAmvJj6gHFVyi5j0CW8jhXMsyRj3YCs648SaXAdr3qEjsmTXAuylicl29S2arOw3Z4FUkK53EnjLTk3GOK4lx7AfzqnN44bJ8nT1A9ZHP8ASuQ3YwpoY5wNuB70WFc6GTxpqL/cEUQ/2Vz/ADrldY1G41K+M1zMZHUbASMYHtUrMg+8eRWXI2WJ9a3ox1uZVHoV5QGBBqANkEdx1qw1V3B3bh1/nW7MhjAqdw/GnZBQkUm4MPf0pFXBOOhFACntUq9KhzU6DgGhCF7UtLRTAKb9aU9KSkMd2qNutPzxTOpoAAKdikpwoAaRR2p56U0UCG4PpXoXwzvX0yx1+RZY0nu4Ps9jG0m0z3QRyEH/AAFwcnjJFcJBby3VxHBCheWVwiIOrEnAFey2vw6vtA0n7JaTLPcXCj+0Gkn8tI8qRiMY+VgGI3ZyfYUmNHh0CARqevAqbGa6nxn4EvfB06s7CexYhVmTkKxGdp9Dj8x9DXLjpnpVIQmKMU7FIRQA3GOtJjmnGkoGGBRRSUALS0YooADRRS0xCUh60vSikAZ4plO74ppoGFBOBSU3OTSAevrTfvOaViAlNTgE0xCs3al4ApvT5jRyeTQA7rS9qQdKTPJ54FMCePoOuRz06f4V0MEwWwePsxBre8MWYufhr41094wLy3FveAEfNsADdfTAz+Nckkm63x6CnfQcdzTSUcN61etpwR1rBWbMdSRzlTjNbRmJo6J5BjIxSeZhc5rLS5LRkZ5pyT7lwTzWnMRY0DMAOvNJHcZbFUjLuHXpUZkI5B6UcwzUE2DzSGXDdeKoGUkg7qc0uVp8wG6+p3Fyjb7h8dwMiqUjoQGw7H1NUVvY1ON+CKrS6lEAcMSR6V4aOw02mwPlUAd881H5hYfLjr1NZa6gJOFRifYZqQrdy4CQyAdieBTsBbMpByX49uKjkuIyg3Nz7c1F9guGAEsqjucc07+yhI2PMkbI6DgU+VgQyXce044NU2u17j8OtbkOgxNjMRPuSavR+H3x+6t4wP8AdqlERyaXDycRxSM2eAqk08W1++WMEgHqwxXZxaDc7ucDHbpTm8PsTlnz7GmooDhJo54gTKFA6feyaqtzXQeKbeOxmgt4x8xQu/4nA/ka51jxW8FZGM3qMaoiKeS3pTCxqiSJlGc9D60wH5xkVIT7UxhQAfxYqwrcYquPvZqZaBEwGaQDFKOlIaYAaTvRS0gEIOKaPvU89KZ3oGLSikpRzmgQp5pAOadjikHWgDV8Naguk+JLC+fbthkJy3QZUgE+wJB/CvoRb8OrSPen/RNNVyzMNskrAhkYBck8DgHnI44r5z0eaG313TprhEeBLqIyq43KU3AMCO4wTXrFx4akh8awaR5up6bp18rJBP8AajIrbF3iELnHY8NuHHHXAGCOf+I1zdwaeLKe7S5mvNtxNDEhIhRCdrZPI5cjJHAFecAYXFe1/Ebw5pvhPwXdTW0W+81OWOGW6kbfLICwYjJAAGFHyqAOK8Up3vqAopDR0ooASkx6U6koAQigUpooAOKMcUtFACUtJS0wE+tFFFIBDTTTjSGgZGxxQtI/WgdqQrg5yQtKeBTEO5iaRjuagGOHzHJpwOTTe2KcoA57ChAKx2rSBSysq/eIwPqaaTvbJ6VreHLT7b4j0q0I3Ce8hQj1BcZpgemaLC3h34xSaRfKBZ6xZpbN6Mrwrt/8eRh+NchPokmnaf4gtJcGfR76JGPcoxePP04Q/jXqfxn0p10zT/E1kAt3pVwuWHXYzAr+Tgf99Gqeu2Y1T+39Ztof9G13wyl0rLypmiYFh9QCv5UrgtzxuNsrTlPNRIeDUgrRFFiOUrn3qyJRtBHWqB6ipQeBVqQmi6rn1oxhs1ChzUwNWTYeuDxTypxxTFXmplU1SAhTTFXlp5BnrhQa1rfQbPyFlQGc9946fhXQtpNhINkRIJ4yaofZZ9J1BVfJjk6emK8yMU9DquLHoM7Rb0VUXuFGKfHoEjHJdRj1NbSXTNaSmPG4L09RWKb2Utgk0WAnTQol+/Pk+1Wo7KxgAD8mqYmYoTuP51EzO5OSc0DNTFiGzGpA9c1OLpI1wrDArETeASOfY1IPmHIIPpQI0H1Ek84xTFv1PTJaqTQ5XIqKRmtbeWfGBGhcn2FAHHeKrxrvXrhiABHiID6f/XzWI3IqaZ2lkaSQ5ZyWJ9zUByODW5zvVjTmozUhPtTDQAw1G1PNRseKQmKvaplzmq8ZzmrC8GmgJhgAZPJ6U3IPRh1x171u+G2C2viBpCfKGkuJABnIMsQ/A9ea77U5bKHxbp++30e6s4bSe7uGFmGjj0zIeFcED95tXAbr84obCx5MBgUneu8fQNK1P/hFILG3tl+33gt7+W2dxNFI2HaJgw2gKjjBA/hrr9R+AZDbtL14bc/cu4Mn/vpSP5UroLHijcCmd8V3Xi74Yaz4Q0k6neXVhNbeYsf7l33bmOBwV/rXI6dpGo6s0w06wubwwqGkFvGXKgnAJAp3BbFXFAqSWCW3kaKeGWKReqSoVYfgeaYq57GmA7HFN704jApnegAYEowBwccH0Ne82viS01KHR9Ytb62JRIo7tXJ3o4xuBUHJP3sZB9RXg/amlQewzQB7H8avE+najbabotndx3FxbzNNciJgwjwpVQWHGcknHtXjpoACjCgAegooSsAUh60uKKYhO9J3paOlIYlKBSUtABiilPTikoAKSlpKYBR3opDQAGmmlJpCaQDGqNmwpNOJqKQ9B6mkIcDtT60L0yaZku2Owp4+ZselADwMmkZsnaKHbHyL1pvEY96AHjqAK6jwBG8vxD8PRxgFheo2D0wASf0FcunyruNdb8L2/wCLl6E2Cf37f+i2pjPpHUodP1yG/wDD124eSa0DSJ6I5Khh9GXr6gV5p4S1i4sPhl4t0S9IN5oMdzFg8nYysBj23Bv0qTxp4oXw98Y9FvHdktWsFgvAOAYndufwOG/Csf4r2tx4Z8SXWp2O37H4hsntrhcHaX4DHjvjaw/GkB5kvCinhqs3+mvp9vpjvn/TbGO6XPbcWGP/AB0VTBwatFE5PApwPSoSaepqkBbjbip0OcZqtFzVlBWkSHuToBuqyFqGMY4q2ijHFaIk20aQ4IzkVfvPKuNIZnkZbiMbkB7+1aSxxr9y3VTnjPSq+rWclzYSEqqlQSMCvMTszsauVdIvoYphK6hkYB9pHUHg/rUM1kr6lKiHapbjNcjp2osLr7DJIVwSqcevauvS6SYQySMBMv7uT6joac7N3QkXo9IRVBlkHsAetSpYW23cQd3rmpoQkigqMjHGetWTGqryg21JRmyQWin5WZT9M0qwwnB4I74qSdIGG5nUZPY0zEKxZAGR0J70gH7bYKw6ED5RiuP8YaiY7BbKIbftDfOf9kc4/PFde+0xEvweB9K818T3S3OrBUIKwrtyO5zk1UdWTN2RhuM1EeTUzN3FRNitjAiPFRsakaom6UgGMajbpSsRUZagQ+I/MasCqaHEgq2OopjLMUjpHIiOyrKuyQKcB1yDg+oyAfwq3Lq+oTm+867kka/RY7pn5aVVIIBPYDA4HoPSqK9KWmI9I8D63qPib4jeG4rtYNtmZJCYoghkYRFTI/8AefCoM+1dZ8SPiPr/AIW8YLp+lS2v2dbWOR0ng3/MxbuCD0ArlPgfbCfx+8pH+osZXH1LKv8AWu/8cfCiTxZ4gk1eDWEtpHjSMwyW+8AKCMghge/pUO1xnlXin4la14s0NdM1KCyWNZ1n8y3RlJKggAgkjHOfwruP2frHEWvahz8zw26n6Asf/QhXn/jjwPd+CZrOK6vLe6+1q7I0SspXaQOQf96vY/ghZ/Zvh8k+Bm6u5pc45wCEH/oNN2toB4/8T75dR+I+tSK2VilW3H/AFCn9c10Hwc8L6V4jvtZ/tawhvIIYIlUSjIVmZiSPQ4XrXn2r3bX2t394/wB6e6llP4uTXtfwCtTHoWs3Z/5a3SRj6LGD/wCzUPRAec/EzSNN0LxvdadpVsttaxQxHy1YkBmBJPJPtWj8LfAWm+NE1V9Te7jW1MSxNbuF+ZgxOcg56Csj4mXP2v4i64+c7bgRZ/3EVa5m1vLqzk32t1cW7nq0MrIT/wB8kUW0Ee0XnwCiLbrHxDMg7Lc2qt+qkfyrkvE/wj1rwzot1q02oafPaWy7pNm9XIJAGAQRnJHevTfDuuX+n/A463dXk9zerZTzpNO3mMDuYJknrj5a8k1f4o+KNc0G50bUpbOa3uVVZHW32OMEHgg46j0pJyGctBpd/c2VxewWU8trbf6+ZEJSPvyfpz7dTxUMsEsDbZopI2yRh0Knjr1/yK7TRvC+ua/4PijtdJtr2MyTvaSDURDLGXwsgMefmzs4yfXqOK6eY+KU1P7ZqPgK9lJhltAsG1lSOV2MjDZ1fbsXceDgk9armFY8gyBnLDjmkyM4zzXpi6h9hOgRX/hLW2h0WADyJbInzJdqru3EEKmN7FccsAe/HM6hc6ZDoT2unlIsySb4bnTj50xMpMciykfIBHtG3PBDDBzmjmCxzIFIa6HSm0Q6ZbpfxWzTLPczSscrJ5SQfu48gjO6ToBzxWhqeiaBFZwLZXKy3C6U08skNzuR7j92iqcnhvMZ8gYXbj0NFwOOxRiuv1bwnZ2V5qUMUt6htoLUwpIEZpJZn2BXGBt9cckYOCRg1SuPCkkD3EY1G3aZWuvs0RjcG4S3LCR89E+62A3XB5HGS6A53FJSk5HB4pDmmAUUUlAATSZpOaCeaAAmmMeKUmombigBrtgVE5+YfSlfmmgb5PpUgSIpIwKezhBtTk9zTSeNqfiaPliHq1MBRhBk9TSoCTubpSBSfnf8qCxc4HAoEKWLnA4Fd58IYFl+JWm56RxzuPqIyB/OuFVa9G+Clv5vxCV8/wCpspn+udq/1pjLvxzCjxnZYHJ05NwPTG9xW5prP8RPgvc6e7+ZrOjcxE8s2wExn/gSZX6isn48RlfFmlyY4bT8flI3+Nc78MvEv/CNeMrZ5pNtld/6Nc5PADH5WP8Autg/QmiwHUfE3RUsvCXgy5iB2x2QtWJ6/cVx/wCzV5lnmvd/jiwTwrpkQUANfcY6DEbV4OSM0lsUh2akQ9KjFSoKtDLER5q5GDxVWNMcir8K5xmtokMsRLkVZjU02KPFWkQVtFEM7m5nijIbIPaqF9qcXlyIrghhgjPNcVJq87rgudv51RmvnIPzHmvISO0zLtza6t5yttw/3vQV1k8u7bLGeGUOPeuNv23gtXT6dI11pNvICCyqVOPbt+VXFX0JZci8QTwJtUnNI3iK4brI30zWBdOUkIFQGU7etJoZ0I1xgd3f60P4ikzkk4+tc2zso/rVWeV9vXrSsBsap4om8soj5c8fSscmN1DMSSRnOKueFvDcnifxJbadlhEcyTuP4Y1+9+J4A9zX0jZaJY2tvHDFbRrGihVXb0AGAKOdR0E4OR8ut5QxiVR7Zpjrxwc19TT+H9KuRibTrWQH+/Cp/pWJf/DzwrdZL6NbK3XMQKH/AMdIqlVTJdJo+bWBHSoWJFe2aj8JdEck2lxeWp9BIJB+TD+tcjqnws1GDLWd/b3AHRZUMbfmMiqU0yXBo88Y1GTW7eeEtds8mXTpGUfxREOP05rFmhkgJE0Txn0dSp/WnchpogJq8nOKoNjrV6A5RT7U0IsjpS0lKKoD2D4A2+7WNcusfct4o8/7zMf/AGWqfjD4n+KdK8b6vaadqaLZW9wYo4ZLdGAwoB5Iz1z3rovgBbMuka3eFTiW5jiDeu1Mn9XrxzxHdC98VazdqcrNfTOD7b2xUbsZb8UeLtX8WzWkurSQO9srIhhi2cMQTnk5PAr37wAV074PadMG2hbCScsO2dzZr5jY5xmvpz4fTW+v/CextI3C/wChtYy4GdjgFDx+R/GiWwHzGvzKp9QDX0n8FbU2/wAOoJCoH2m6mlHuN20f+g14xc/DfxhZagLE6FczuCFWaEBon7A784A784Ir6D0m1TwT8PIoJpF/4ltizyuDwXClmx/wImiTugR8zeJrr7d4p1i67S30zDHpvIH6CsgnapI7AmnM5f52zub5j9TyaIozPMkIzmRlTj3IH9asR7/40A0X4DW1iDtd7W0tuOMklSf5GvAM8/jXvnxzkFp4M0uxT7r3ij8EjbFeANjY27OMHOPSpjsDOt0e48F3MWmWmpW0UUkVvLJd3pZlaSXcSsY28529D0zgVaknsLXRLi70zWLqK7is7fEcGqSZMzu3mZBI3YAXgdM8jvW4niC8t5YtNvn8NXjWdruvzf6QwW2jCIRh1yZPvqvAByemOaZObECY6n4I8MM0S3LuttdywMFgcI54UjksNoB5zSGchD428VW6hYvEmqqo6A3Jb+eaj1rxfr/iG1jttW1SW7hjk8xEdUGGxjPAHYmuvuNN8OrcrDN4B1KKRkDMthrAlEfzhCOTgMGYKVPQkfWvNpNpkYoCF3HaD1Azxn3xVKzAQnPc03A7gflS9KSqsIcjNGQUZlwQ3ykjkcg/UdvSrS6vqUdlPZJf3AtZyxli38OW5bJ68kDIzg45zVOkpAKTmkzzSUUABpCaTNITQAGmk0pNMJ60AIxqNjTmNRE80gA02MFunA7mhjgUqIWHXC0gH7sHbHyfWlACZLfM9GRGNsY57mhE7mmIPmc5Y1IqYpQBSlvSmAEgCvV/gHHu8U6tJj7tgoB+sg/wrybrzXrXwDkK+KtVj6BrAMfwkH+NDGTfHqHbr+jz8/PZuh/CTP8A7NXkYxkg/jXrXx01bStQvdIisL+3ubm2WZZ0hcP5YO0rkjjOQeK8jUGhbCPSdb8ZR+KPhdYWl5IDq+l3sSuWPM0RVlDj1PQN6H61wzDBqmBxz1qyHBQEsAcUrWLRKvSp0wCKpiVQODn6U9TM33UaqTGasboo5IqZb2GPqwrH8i4bqcVNHpzydmatFN9CbGk+uQRjAyxqB/EEzf6qPili0aT/AJ5gfWrceiZPJ/KrvUYrIotJjoagZyetN8zJpM1wHSRT5ZDXQeEXD2k0BHCSBuvXPB/pWBIPlrQ8NTCDWPKLECZSntnqKcXaQpbE2qRmK7dT2OKo5FbfiOPbeLIAdsiBv8axcZNOW4R2BunPWoXXdUp5OKs6dpsur6na6bb5825lEYI7A9T+Ayahsqx6v8I9CFnoUurSJiW/f92SOREpIH5nJ/KvTFXiqmn2kNlZQ2sCBYYY1jjUdlAwKudBXO3dmqVkNY4qrM3Jqw5wKozvjNWhFC5fk1k3D9avXL9ayJ5OtWhMo3LKQen5VhX8UUykOisPRhkVp3UvWsi4k61ZDVzjtZ0bTwxIgVG65Qba5pEWLKAkgHqa6bxBcbcjtj1rj7WbzJ5BnqciriYz3L/WigdKXrWhmX9N1/WNHyNN1W9s1LbisE5VSfUr0P5VRyWJYkkkkknuaYQd3SnjpQA1q6zwJ49vvBOoStHF9psJyPPti2CSOjIegbHHoRXJtxTc0mrgj6MT45eFHg3vBqiSY5j+zgk/iGx+ted+PvipdeLbU6XZWzWWmFgZFdgZZ8HIDY4VehxznvXnGaUUuVJjFcg9K1PClu134w0S3UAl7+EYP++D/Ssomut+FtqLr4l6InHySvMc/wCzGx/nimxI7z9oC4Bl0C2B6efKR/3woP6mvGoIXubmK3jGXmkWNR7sQB/OvTvjvciTxnYQDP7mwBP1Z2/wrh/CFubrxroUIx89/D19mB/pSWwHY674R8eeELFdUudRgurKwi8pWEwlVI2Krt8uRfmB+Xg56D0FcSviDU9jg3Jd2jkj8xxlxvlEztnuxdQcn6V9BfGe48n4cXScfv7iCP8A8fDf+y180Ofkc99pojqgZ3UXiTxLZs2or4e8m2niMu5LWYRMHYu8u7kfMxBznA2rjGK4X7q4J6Dqe/vX034hb+yPglOqkqY9ISEYPdkVf614j8NbCLU/iLo9tNGssKyPIyMMghY2PI9M4oT0uNnJAhuhB+hzSV9bX/grwpe8Xmg6WxbjJt0Uk/UYNc9qXwX8H3sZFvaXGnyYwGtpmwP+AtkGjnFY+aqSu18cfDjUvBjC4MgvdMdgq3KLtKE9A69iex6H26VxRwKq9wEJpDR3pGIX7xA+poASkJpevIII9qYTQAppmeKM8UwnFIBGqM08nNMNDAaxwKejYXJ69qjapEGSB2FSgHonc1KFoApScCqEBOOKbRjPWjGKBi1JHLJEG8uR03LtbYxXcPQ46j2pgFKfamA04GAAAB2FPA4pAtPA54pgArovD1nZ3lldCaJWmiYMrH+6R/iK53HrxWtodx5E06Bv9ZHj8jSaHHRl97aJWIVFA+lTQW8RxuGaheTLmpYpBWsEhtl+OKAYwq/lU6BB/CKoCXHepkm963VjNl8SLUistZ3n4704Tk96q4jlMilzTaXFeUdghPWiCbyL+3lDbQHGT7Up4qvOcKGxnac0bMOh3OvqH0yKdeQrYH0IyK5TJJrrIm+3+GZFOCyxZ49VP+Brk8bW5q59yYbWHDGc16N8JtH+0apd6vIvyWy+RET/AH2GWP4Lgf8AAq85JAGf0r6H8F6N/YnhiytGUCYp5s2O8jcn8uB+FYVHoaQWp0aDApzHtR0FRu2OayRoRyNniqFw+M+1WXbqazrh/vc1aEZ10/Wsa4kxmtC7k61iXkuAa1QmUbuTAOKyLqUBTntVm4mzkk1zmt6gsFu7FsYFMhnMeJLwNMyA8nisC3YxzK3vzS3E7XM7SNnk8UijBqkYN3NkGrFkbZdRtTehmtBMhnCdTHuG7H4ZqnA+6JT7VLmtCDt7NfDtzrV414fDzqvkL+4aS3tvI3N5rpnBMyrsAA68kAnNXLTwz4UutMtZheyGX7JLPOEul3J5cTN8wPQlmTjp8pFed5OeKVsbSSoOOelFgOzk8FWp0i+vV1F1ezV3eEqrF1SGMsV9f38gT6Ed6oX/AIJv9Luktr24hgkOmPqL71YrGEzvjJAJLDjnpniq/wDwjOoQ3GsKl1BD/ZG0XEhkdBuPIVcA85HfAyB7U6PSvFMsVtDAlxcrf2kssMcE6ys8LsDL8oJYZYDPQkg+hpDGReEdYnkeOOCEyKI8I06oXd4xIsaBsb5NpBKj29RWbJp17DaR3UlpMlvJGsqSlflKMxVTntkqwGfQ1tQ+ItftIRezWSzCaYTWt1c2bERzBBHvhYYXdtVRjkfKDjIqC98VXeoeHo9Gkji8iJoSkgJLKI0Kleeu4/OfRs460agYRr0f4IWnn/EEz4yLaylfJ7ElVH8zXnFewfAC136xrl3/AM87eGIf8CZj/wCyih7AjmPi/dfaPiXqShiRBHDCM9sICf1aofhVa/a/iVowKgrE8kxz22xtz+ZFZnjq6+2ePden7G+kUfRflH/oNdR8D7U3Hj95scW9jK3/AH0VX/GjoI7v483ATwhp9uCMy36nHc7UY/4V4DFF58qRc/vHVOPcgf1r2b4/3OZNAtOOk8p9vuKP5mvLPCtubzxfotsB/rL6Ef8Aj4P9KI7Az3n4y3C6f8NWtFPE9xBbj6A7v5JXnPwPtDceP5bgY221jI3PqzKo/rXW/H26K6TotoOklzJKf+Apj/2asv4AW27UNeu8fcihiB+pZj/IUl8I+pe+P93ts9Cs9x+eWWYjt8qgD/0KvLtA8beIfDVwk1hqdw0aHJtppDJE4HYqTx9Rg1658VPBeveMtZtH0hLZ47O22uk02wlnbPy8EdF9a47SPgj4jvLxE1RrWxs8/vHWYSuV7hQBjPuTxTVrahqe2XyWvizwJL5kY+z6jYeYFcZ27k3A/UHB/CvkUHcise4Br6n8e65aeD/AVykZVJGt/sdlETyWK7Rj1Cjk/SvlcgABV6AYFKAMltrea7uYre2iaaeZxHHGg5dicAD6mvqfwV4Ls/C3hWHTJ4Ybi5k/e3bsgYPKRzjPYDgew964P4L+BfJhXxXqMf72VSLBGH3UPBlx6tyB7c963j8QBqHxds/DllKPsMKTRzuDxLPszgey4I9zn0oeoHlfxh0iLSfHspt4I4be6topkSJAqg4KtgD3XP415+a9k+P1oRf6FeY4eGaE/UMrD+Zrxk5qhCE84pGFLRQIjNMNPNMNK4xjGpoTUDVNEcHGKEDLIOaKQGnc0wDafSjbjrj86Mk9zRg0ALwe9GVApu05pQAeO9MB28Y4pMknikOxSMsAfc1bt9PvLoZhtJmX+8Vwv5mmGpWxmrdi3l3Ktnrla04PCt0/zXFxDEPRAXP9BUE9hHp17LCMuyEbXbqQRVOLSuwT1JWbnrSiUr9arM+e9KGp3KLYnP41Mlx71nb+acJMd6pMVjS86nLMfWs0TH1pwlNVzCsUgeafmmAY5oLV551IfmoZ/wDVmpAc0yb/AFZpMDrPCEqz2klt93K9D3yCpP5gVgTLsmZPQkVY8I3Bj1AAE5KsOenBBH9aXVIvK1S5TsJG/nWj1iiI7mx4H0b+2fFNpE67reE/aJv91eQPxbA/OvoaIcDPXvXn/wALdE+w6C2oSpie/bcPURDhfz5P4ivQRxXLN3Z0JWQ8nFV5Wp7PxVaR6aAimfatZdzJ1q3PJisq4k61aQGfdycGuev58ZFat7NgGuW1C5wx5qyWVLu5CKcngV594g1E3NyYVb5QfmxW5r+qeRAQp+c9BXFcsSxOSTzVGE5dAAp2aTtRTMzQsm+Qj3q2KoWp2496vDkVaEKM5p4YqwYdVII+opgp3amI3J/F1/PDrEbw2qtqrrLcSQq8RDAEZARgCDliQwIJOcVDD4hKXCTtajdDpLabAFf7hKFPM5HP33OPesY0zNFhncW3izTILjwq4huBDo8OJovL2lpFRsFWDkHLtnJUFfU1geJdQi1XxFeXduxeBiqxyMDvdVUKGfPJc4+Y92yaxxyKcDRYANe+fAa3EHhnV75/lWS8C5PoiAn/ANCNeB9TivoX4df8Sn4I3d8PkLx3dzk9yMgH/wAdFKWwHgF5cG6vrm5JJM0zyknvuYn+teifA/UIbTx3LbykBryyeKIk4yysHx+IB/KvM1J8tQeoAzU9pd3FjeQ3drK0NxA4kikXqjDoRTaA9y+N/hzUtSTS9UsLOa6S2WSOcQoXZASCrYHOOD0Fcd8J/DN/e+OrO9lsriO0sN08sksTIu7aQigkDJyc/QGu/wDC/wAa9EvrSOLXy2nXoGHkCM8Ln1BGSufQj8TWzq3xb8I6fYPPbammoTbSY7e2BZnPoSRhR7mou9gPOPjxqCz+LNOsVbItbMuw9Gkb/BBXU/AO1MfhXU7o/wDLa+2j6Iij+teI67q91r+tXeqXrA3F1JvYDoo6BR7AAD8K+h/g3bLbfDfT2yu+4klnYA5xucgZ/ACqekQ6mKvjX+z/AI6X2lzTH7Bdxw2fJ4SYLuU+2SxU/UVv/EzxVrvhDTLa/wBKtbSa3eTyp3nVmMTH7hwCODyPrivn/wAY3rXXjnXLpXbcb+Xaw4K7WwMfTaK+hdAvbX4k/DXy77Ba6gNtdgdUmXgsPxww+oqWuoHzhr3iLVPEl+b3Vrx7mbGFzwqL6Ko4Uf5Oa2fhx4Nbxj4mWKdG/sy1xLeP/eH8MYPqxH5A1zmq6dd6Rqt1pt3GftdtK0Uij+JgeMeueCPrX0l4S0qy+HPw/wDN1FlikijN3qEo6mQj7o9ccKB6/Wrb00EdJrdnqE/h66stDuIbG8eLy4JXQ7Yu3AHTA6enHpXjXhz4S+KvDvi/SdTd9PmgtblZJGiuTuKchuGUZOCayH+N/i0ahNPF9h+ys5MdrLb52L2XcCCTjv61pwfH7VUQG60GxkxyzRTunHsCD/OpSYHT/HOz87wVZ3QGTbX6fk6Mv88V89NyK+pviParq/wz1fyhu/0VbqL/AICQ4/QGvlljnp0qgIzSZp5FM70ANbrTCKkNMNSMhbrVu2t5ZnKwxPK2MkIpY/kKqsOa6PwXOIfE9mCcCQsn5j/61K9hpXKIsb3/AJ8rv/wHf/CrEGi6xcHEOk38n+7av/hX0FYZKL8zY+prXVOME5+tJzNFSPnqDwN4pufuaJcIPWUrH/M1qW/wv8Rz/wCtFnAO+6Yv/wCgivddg9BRtGelT7Uv2SPIrT4QTEA3mrY9VghH82J/lWtb/CrRYCDKbm5I6+ZLgfkuK9GIqNlpKbKVOJydv4R0uw5trG3iYfxLGM/meaoavpu2JiAeAa7ZwCDkVl30IdCCK2py1FKKtoeX/aflHPasbXSPtUEw/jjKt9QafezNBezwZ/1cjL+RqlqE3nWMZP3o5f0NdM5XjY5UrMr0biKaGAo96xLH7s9qM0zNGadwHbjmnBqizzS7gKLiAHA5puc0opMc1ys6BwFRyn5DT84qCVuKkZa0G58m/TJ438jHqCP610zabJrnim2sout26ByP4Vx8x/AA1w0EpSc7SR3/ACr2b4U2DXs11rcy5EY+ywEjucFyPw2j8TVylaBMY3keq2kSQQRxxqERFCqo7ADAH5VKWpgOFxUbtXKdAsklVZJOuKJJaqyPVoRFcS1kXUuAauzydaxb2XCnmtEIydQuMA81x2q3oQuScYFbWp3QUNk153rd/wCbI0Svgfxc1aMpuxk31015dM5J2jharlcU/wCUdKQ8VRzjcYptOJ56igc0xlmPhVq6hyM1SHAH0q1EflxVIknFKelIOKM0wGmmmnGm0AKKUUgpRQAo4r36QnTP2alDcNJpoA7cyP0/8er5/fOxvXacYr6E+Jf/ABKvgxp+nj5dwtLcr3+UBj/6DSkB8+t1pgNPNMFMCTNOBJ6k0wdKcOKaAR/WmI7RndGzI3qjFT+lObniozSAduOSc85zXSeFPHWueD/PXSpofJnZXlhni3qxAwD1BHHofSuZFOFAHYXfjsap41sPE2qaJaS3FqFMsMErIk7L9xjuBwV/XA9Kv+PvijP4z0q302Gwawtll82dTN5hlI+6Og4Byfc49K8+NIaLCEJo4bg9DxSUdKAPpHwv4w8Oal8PtP07Udd0+C7l04Ws8U9wqMG2FDkH8K+bmQxkxkglDtJByCRxRnIwaSgBDTTTqaetAhtMapDTDSZRC/Wr+jzm21WzmBxsmQ/rVB+tSRZ7HkdPrUjR9Nac3yitpOlcv4cuxd6ba3Gf9bErfiQK6aI5ArNnVEnxxQaUdKTHNZlCEVG1SGom6U0MhfmqVyuVNXX61WmHymtYbks8M8VKYPFGoLjAMu/8wDWHM+YGHuDXT/EGPyPFLsBxLBG/8x/SuRlbMZrdnK9yzn5VPtTlbNQq2YlPtTlOakB5NIDSUUxjs0maQ0lAixtyOeKQipMDNRyHjiuZnQiJ2xVKaTmrUgzVKbbnA5PtQhMl0y3lu7+OKFdzudgGCck8AV9Q+F9Ej8P+HrLTEwTBGA7D+Jzyx/MmvLPhD4Yee5bWriIiGD5YSf45O/8A3yMfia9sVcLWVSXQunG2ojHFVZZcd6dNMFBrOklznmoRsPeTJqGR6Zvyaimfg1oiWVbmTGa5zUrnCtzWrey7Qa47Wb3arc9KtEM5vxFqawxMc5Pp6muIigub6RnVGc5+YgVo38r6nqBUHKA4GfWt23mhsbRIIxhQPmPcnvWljmk7s5sabOq5ZSv1qvNBs681vz3RmIU4C1l3LB84FMWhnbKcFxTyOaTHNAEnQVNE2DURqRO1WjMtA5xTiciolNPpjENJTj1pMUAHanU3HNKKALWn25u9Ss7YDmaeOP8ANgP617h8fbgR6JolkP47p5MeyJj/ANmryr4f2Yv/AIgaDbsNy/bEkIPTCZf/ANlruvj5dl9f0ezDkiK1eUr7u4AP/jtJ/EB5A5IQ7RlsHGfWuzl0rw7dXlrDBJZQaf8AZ5Jhex3rNO4SDd++i52t5uBgAHGQAetczpctpDrdjNfrvs451eddm/cgOSMd84x+NdMz+DJNKt5hbwSXkVpK1zEZJIt8qw7lK4I5Mjhf+2RoYCXfgR4odSmt7sOtrex2kKEAtOu9Y5JQODsWRwoIHPOTxVSfwXfwpDMbm2jtJpbpFuZtyIscDYaVuCdp5wBk/nWtL4Pt47q+TTrq7Q2cNmI5opgyM8rruJPHGcMqr16g5GKvHwx4ltdV+z6dq8k8Y1IafGLuMOMiA7i6/MpVVyhAyCfpwriONj8Najcx2r232Wdblp1j8u5XpD/rGJOAqgc7ieciqLaLqf2OG8FhO1tNIYopUXcruM5Axn+631wcZrqNJ/4SOwk0u8U2aK9je3NsblmiHlZJmJZMENxuXB6Y+lVrjxDq+h22m6Zd2dsDar9ojCSfOwkVyPMIJyQZSwB6fiad2NHLNbzRpG7wyqsqeYjNGwDr/eHHI9+lM69OldS3jHdblIbe5hkXR301X+05JZtg3HAHyhVIHBPIyTirbaz4au4tRlktbeFJGl/cS2m6eVfKVYBFIoIiKuCW5Gc5O7pRdgcUTSGgcDB5Pc0UwEpKWkoEwpDS0h6UAJTTTqQ0CGnpUZp5phqWURMuQT70+DINNY8N9adBSGe4fDu687wzaAnJiLxH8GOP0Ir0KAggfSvI/hhdf6JeWxPKSiQfRhj+lerWz5UY9KzkdEHdF9elKaYlPJ5rJmqGGmNT3pjU0BA9V5BwasvVaTvWsRM8k+KMIXU7CbHLwuh/4Cw/+Krz6Q8Ee1ek/FdeNMl7BpV/RTXmMr8cVqzlluTxP+7UZqZG96z1fAFTxv70iS5nNOxUSOKmHIqhoTbQRgUtNZgOpouMjN4mcBsn0FKGubg4ht5G+imu4/4l9llLTTrVOeXK7m/Wq09/cOcKRGoPG0YrnNjlxo2pygF08oH+91ro/CngGXWtSVCSLePBuJuuwHsPVj2H41e0bSr7XtRW0tzhm+aWVhkRpnlj/LHc17VpGlWuk2EVpaptijHU/ecnqzHuTWc522LjAm0+wt9NsYbS1iWK3hTZGg7D+p96nZ8CnHpiq8hxWG5sircv1NZrOd5q5cMDkVSx89XFAyRemaguGwDVzb8mazLyQKprRCZhapcbFbmvNPEmpH5olb5n4Fdh4hvvJjck4xXltxObu7eQk4zgfStYo56sraD7YeWNw61MZCahDcUEmtTnFdsVXbkHNSnJqNhxUsorEc0lPIFJQDH9cU9elNI4FPUVRmPB5qUVAODUqmqGONFKPWkoAUelLSUd6APRfgrYm7+IcM+3K2dtLKT6EgIP/QjTPjJffa/iRdxggra28MAx2OCxH/j1WfhF4n8P+Fb3U7jWrtreSeOOOFvJZxtBJblQcc4rjvFOqx634r1bU4iWhubp3iLDBKdF47cAUuoGK1NGaccZpKYAgCn5QBg5GOKuxanqEBzDf3aEjacTt0Bzjr681UBxRnvQBp3HiLV7qJo7i/mlQxyR4fB2q6hGC8fKCqjgfXrVXV9VudYvBdXXl+aI0j/dghcKMDAJOPoMD2FVu1RN1oAFJHNKelJSZ5xQAtFKOlIaAENJS0UAJjFJinU00AFMY04mmnrQIZ3prVJio34FSxkQ5LCnQ8NTE/1gpycS4pDO6+Hd55GvNAWIWeEr+KnI/rXt1k+UFfO3h+6+xa7YznhUnXd9CcH+dfQGnP8AIBnkcVE0b03obSmnk1DG2RTyayZsONRk04mmtSGRPVaQ8Gp3qtIetaxEzzn4qwltFs5R/wAs7nbn/eU/4V5fBp014P3ZAJ6ZPWvYviDbi58MyBj9yaNx+eP615RC4jXGSrJxj0NbpLqcs9zJnt5LaYxSqVdeoNLGIxyzGtt3a9kErKrkfKSRWhb2qjn7NGT7rSa10ISOdWVB9xGb8KkDXDHCQt+VdJNMYgAIIlx6IKoS3bk9vwFFh2M0Wt7J1G0e9Sx6UzH97OoHtUpmYnk/rTQ59arQR0G8JyTk56Z7/wCe1TWlrJd3CRRo0kkjBEQdWY9BWcsm45PWvUfh94eMVuus3SESzJi2U/wRn+P6t29vrXLKVkdKV2dN4a0GLQ9NEKlWnch55QPvt6D/AGR0H5963sYpqKAOlSGuZu50bDGxiqUzcmrUrYFUJmppAU5jVYH56mmNVgea0sIsyThIqwr+c4Yk9KvzyfLXN61diGJju7VSRLOA8YaiSTErcseme1cnEuAKtapdG+1GSQH5QcD6VEi4reKsjkm7sXpRTsUYpkoYaY3SpcCo3pDK7Dmmj0qR6YBk0IRL2HFOWgD5aBVkg3BzT0NIRmheDTETDHcUYxSDpS0DCiigUAO7UE0lHagBtFKelJQAuaWk4paADtURqSmHrxQAlFFFABQaKQ0AJmlpOM0tAgpppaQ8UANY02lNFACVE5/SpWOBRaQG6uki/vZzUydkUld2KanDipT/AK6lu7KaymAkU7Sflb1pGH71SfSpi01oNq25eTIPB57V794fvReada3KniWJX/Ejn9c18+rMqkHOa9d+HOoG58PrGQwNvK0YBH8P3h/OiexdN6no8T8VODms+GTgVbVs1gzpRN2pCc0DpQ3SpuOxBIcVUkPNW5elUpTWsQZzHjDnw/c8ZAKn/wAeFeYy2lpeSFnDRyY5ZT97616t4hjEujXSHpsz+RBrzt9ODHcpwa7IR5onHVdpFbS7aE52gFEbDjuDW3LNBaw8bTxxXLtLLp+qA9BINrD1pZ7suSCazcdRJkt7d+c56AVnM2TSO2aaOaBhyaMkCnEYFMamB2vgnw6fEWr5nU/2dbENcHpvPaMfXqf9kH1Fe5xJgD5QB2AGAPpWR4c0S20HR7ewtzuEY3PIRgyOfvMfr29AAO1ba5z3rzpyuztirIkUcUjHFOqOQjFSUV539KpSnjNTSHLGqszcVokIqTNVV3xTp5OtZ88+1TzWqiTcS7uhGhJNeZ+LtaMjm1ibkj5iOwrofEWsC0tpGJ57D1NeaySNPM8shy7HJNXGJjVnpZEKR89KmC0AU8CtDnG7aTFSYpCMdqGMjxULd6sHkVC4qRldxxTF61I9MTvQhMnX7tJjmlj6UuKskUdKYeDTxSMOKYD1PSnVEh7VLzigBRRSUUALRSUtABSHrS4ooAQUvakpaAExTGp+aa1ADO+KWk70vagAprdKcKa1ACDmjNIKWgQZpDQTxTaAClFIBmndBSAilPar2hj/AImSn0RjVBvmetbw9GW1ByOqxH+YrKq/cZrS+NG9NaRXdu0Uygqf0PqK5PUbOSwnWNxlf4WxwRXa7Svbj+VR3lhFf25hmHHVWHVT6iuCjWcHrsdtSkprzOTt7powBGE/FRXeeAdTmk1We2mkz5kQZBjup5/Q1wFzYzaddeVKP91uzCuh8JXBg8R2DdA8nln6MCP8K9G6krnEk4ysz26J8AGrkLZNZ8OTED3xV637VztnWi6KU0i8LSkVKKK8vSqMtXpelUZetbQJZjayN2lXg/6Yv/I15pDqS7Ac+leoakm+0nT+9Ew/MGvDo5SEX6V1058qOSqtTU1vbcQJcR/eBwTWVu3gGp/P3wNGTweRVaHlSD2NKbu7kIeAMU4U2jOKkYFqaTTWPNNZuKVwPq1FwMVMowKaBUgOBXmnoiM2KryPlSae7cmq8hG2qihMryMPWqNxJtFTyyAZ5rJvJ+TzW8US2VLmbrzWPfXYjjZialu7gKCSa4rxHrPkwsqt87cKK2UTGUrGF4g1E3t8Y1b5IzjrwTWWDUCuWOT1NSCmc7dyTODT1NR0oPNMRMKCKaDS5oGNNQucgipmPFV34NIZC5pqd6V+aIxxmlEUtiWI9afjmmR8E1JVkhikNPA4pCKAIfut9amHIqNlzSox6HtTAl70YoFFABSikzzRSAWkFLQaYCUdqTOKcOlACFaiepWOBUDHJoAUU4DNIop2aAEPFRHlqczelMAJOaBCilpRSEUhiYzSYpwFOAoFYaBimyNgVIeBVdzubFDGNUEmuk8LJme6cjgKq59DkmueUYrqvCS5s7t8Z3ShfyH/ANeufEO1Nm1Be+jfSIkgHGe3vSvCAOOB3HpU6AbBuHydPpTSSHw2M+v96vNO4zrywivYTFJ9VYdVPtWJY2s1jr9jFKORcxlW7MNw5rrNg6jof0qzb6dFe3VqJFyUmR1I6gg5/pXRRquLszOrTUtUd/EuIqt26HaKrRKZNqj8a0oo8DGK1bBIeq9Kcwp4HFI1CGVpBgVRmFXZTziqchraJLM25XcCD0IIrwPO0lT2JH617/Meea8Cu1CXtyn92Zx/48a3WxzVRpY9qVWxOR2YZqImkLfPGfwouZE+7mgtUZOGNIx4pXAXdk00nNMJpM0ij67PFIzYFKw45qJmwK4EegRSPg1Vml2qamlYZrLu5sZGelaRQmV55sZ5rGu5xzzU9zce9YGoXgRWbPSuqETGTMvW9RWCNstgDNeZX1897ctKxOM4Uegq/wCJNZN1qAt43zGjDec9T6fhWI/EhFU2c7dyZGqZXqorVIrVIrFrdTgearhuakVqYicNTwahBp26mIeTxVaRqlLcVXfrzUspEbGpIx8tRHkVMvC04ikOUYapR0qMdRUgqiRaXrSd6WgBpqNxg5FSkZqMjBoAcrU+oNwBqVWBpgOpRSUo5oAKQ0v40hoATvS8UgoJ4oAa9RgZpzHNNHWgBw4FNJJpaUAUAMC8804DFKaMUAFGKXFGKAExR0pegqN2wOKAGSN2FMUZNL1NOAqQEPCmul8LXMZtHtkbFwJDIVP8SnHT6VzMnTFW5LK60+1tNVgZgrgEsv8AAc8fgazqxUo2NKbs7noccw2YI4IpQoIxk4PQ+lZmkakmqWvmrgTL/rY/6j2rURS3TpXnzhynbGVyaOI/j/Ot3QbPfcGbHC8L9TWPAGLKgBJJwuPWu80mxFtbohA3AfN9aKcdblt6WL1tDtA4q8q4pI04qTGBWxAhOKhdqkY1C5q4oRXfqTVSU4NWZG61RnfGa2iiWUrqTbg+4rwa9fdf3LEcmZz/AOPGvcrg7pEH+0K8Kun3Xlw3Yyuf/HjW2yOeoR5yKY5wEPvRmmyHKD60jMlJ5zSFqYW5FITQFhS3NBNNzSbs0hn2DIMCqU0oXrWhKOtY902Cea4kjvIZ58L1rFvLgDPNWbucLnmua1K9Cbua6KcTObsRXl4Bn5q4XxNr4t4zDG2Z3Hyj+6PU1Pr+vrZQkKd0z/cT+p9q87uJ5J5nllYtI5yzHvW7djmnK5GTl8k5OetSu2WB9qhHWrkVoHheRpQrA4CkcmoMyJeaeDSRjB2nrTmAFBQ9Wp4aq+/FAc9jQBbV6fv461R8w+tHmnPBoAus4FV3kzSxW13cf6q3mf3VCQK0IvDGqyOBNHHagjO64kC8UgMsNlgKsjpTGtkgmKiYSsvUqOPwp61SJYuealU5qKgEg1QielqEMacGNAEmKRlyKQOO9OyD3oArtEwOTQpKnBqz1qN0pgKrU4Hiol4PNPzQA7PFNzQTSUAOzSE5pKTNACEc0mOacCDQMZoAMZoxxS0UAJilxSiloASkJpc4FMZqAGu1RHk04nJoA5pAAFLjFLimscChgROcuBXfad5R0K1t50DRSQAMp75rgRzmvQNPjE1jbIOiRKP0FY1HaxtRV7nLvDc+GdXVoXJgc5jfsy/3T716JaJHdWUd1bENGyhmx/CT2rGvdPgvrVrefO3qGA5U+oqLwRLqFvr39jBfMWQbmyMrsHV/pj9cVhOKlubR0PQfD+nb5ftLDgcJ9e5rsYIgigVVsrVYIVRRtAGAK0QMCoStojUcOBSE0vamk1QDGqs561M7daqSN15rSImQytxWfcPyatTN1rNuH6+9bRM2UbmYRI8z/djUsfwGa8KLl/mPVufz5r1LxvqYsdAliUgS3R8lfXH8R/L+deVbuatmM9yQnimOf3f400sKbI3yfjSM2PzSbu9R76QvigCTdzSFuKiL00vzQFz7Nlf5axL9wvOavyS8HmsDVZwo61zQR3t2MXUbvywxJrz7xDr8dohyd0jfcTPX/wCtWh4r8QR2ERGd0jcIgPLH+g9TXld3dT3c7TTHc7fkB6D2rpWiOWpO4XV1LdTPNM5Z3OSf6D2qqetOwxOMU9YTjNLcxFtsCZS3QHNWBN61CBjgVLDbS3L7I8E4zQMWFRLcqo6t0q49kgkwwb6GlsbU28omYbiOntV//XTFjimkMqw6bG55jJH1qyulWgB3RHPuafJcC3X5Tzis+a/kYn5vyp6IRopaafGeYEPuTTje29qytBBErL0IWsI3LnqTTGmY96V0GptS69dbCqTMqk5wpxmsue/mm5eRmPqTmqpYmm9eKQyWE5yT3qdarxnDEe9WVqlsQLjNJinAUuOKYDQKKdQKBWEHWlBo70uaBjgad1pnFKGxQAhHNAApcg0UwA0lLRigBMim4p3SigBtFOpe9ACUUtFAAKWm0maAFPSom605jTaAExS4opaQBUbng081C5ycUAJ0Qmu/sQ0ItwvRo1/kK4E8KfWvTIIAqRxj7oQFG/DpWNRnRQV2zSitkkXcOv8AOur8MaNFaxveGLE0wxnHIQHIH4nn8qwdCgN5crDjgHL+wFehwRBECgYAHQdqyk9LHRbUlReKkFAHFOrNFDScVG5p7GoXbAqkIikYAGqcr81LK+aqStWsUSyvLJ1rLuJc5qzcTAA1zmspeXem3UNhIqXDRlVduMZ7fXGfpW17Ig848X6yNV1lhG+63t8xx47nPzN+J/lXPF6JoZoJ3t5InSWM7WQjkGnJZXDjOzaPU8UXvqczIy9Md+lXV0/HLyZ9gKkNrAMfJkj1NArGcoeQ4RSanSymb72F+prQjSJRt27R7U97cg5U7l9RQPlKS2SAfM5P0qVIYk5WNc+/NT+VgdKdsOOKaHY+m55AE3bgRjOR3Fcd4j1KOztJZ5X2oiksfQVzXgfxVNNAfD93KWYKTaSFwSAM/u/049MYrK+J2ossVlp6vzLmWUeoBwo/PJ/Cs4wcXqbyqJxucFqd/Nql/JdS8FjhV/ur2FVlSlUGpFFaHJcaEFO2kjrTgKcBTsFyERDPWrFjK9lex3A42HPIpMZo2ke4PakBsSTQfa5vIdHiZtyFenNQTXCIPk4NZm3ByhKkUF8ttk+Qno3Y0DFmmLHOarls9amaAg9aYYiP/wBVTqO5FmjNO2D1FHlMegoHcYTTkGWz6UeU3pSq4jb5gQD3xRYTY9Bg59asCoAwXryh6EVMDwMcj1qkSPpaZn0opgO4opDSUBcXNJmkIpuDQIfuo3UzHvSUASZpwbiockUu40wJt3vShveoN2aTJoAsbqXNVtxzThJ60BcmPWjNRiQU4EUDFyaM0maKAHZyKQ80maSgAIFJilozSAAMUhpe1JQAxjioxyc09qb0pAKRnAHfivU9OAkjEbHA/hJH3TXmFuA1xCpHBkX+Yr1jS7RprqOFBzK2B7DvXHipcrjY7cIrps7Dw1YCKJrhlAkk6n2HT/GunRcfSq9jbLHCqgYUDAFXwtTe5qMAwKQntTjUbkdKEIY5qtK3FSO2DgVVletIiZFIeKoTycGrEr8VmXcuB9a1RLKU7PNKIY/vscCri6QvlgI5I/Umq9lEGZpTxI/3P92ta3kOSCMn+IHvXXGmuXU55Td9DifFHhJ72I3FuE+1oPlfGPMH91v8/pXm0kUsbskoZXUkMrDBBHavosxJMBxuU/r/APXrjPGHgj+0Y/tun7ftaj7h480en+9WUqbhtsDalr1PI8HpQEqw0ZSRkdCrqxVlYYKkdQaNtFrk7EQTipUBHSnAU4LTsFx8aqxxj6ipWsjtDLyp6Gq5+U5HWtSxvUjIEo3RNw49KVuUZhG5kgeK5iMcU8LiVXCfeweCDTfEerya5rk966lFOESM/wAKgf4kn8aqqwaB2CcxjaSp7E9x6df0qqzfOScnOOSc0MyTY4VIKYORmnCkA8U7pxTR0p30piFx+VA9RQDS479DQMCgPI4NNK5G1gOfyNOzz70vUYNAEHzQ/dBZO6nt9KlVlkTchyO/qKXHHQkfyqJ4iD5kZw36GlYB5RW6io2hxyCafHIJTtOEl/u9j9KdnB5oAhy69eacGVhg8VIVz04qMrg8jFACGHHKZX6f4VH80RyFx9On5VOPlp4weooAhSZGOM4apxUMtokoyDg1Bme2PzcrRcC9gUbahiuVlwM4PpVimA3aKNgopd2KAGFKTZipc5oIoCxCVpu2ptuaTbQBFtpMVLgUhWgRHikxT9tG2gQ0cUuaMUYpjHBqXdTKUUAOJpKSikCYtAoooGLRmj8aQ0AMeo2anvUZGRSAltpALuEscASLkn6ivoDwnZebm5I+RfkQ+vqR+leD6Do114g1210214eV/mfHEajlmPsBX1DpOmwadYQWlspEMKBEB64Hr7965MRFOSfY7MO3ytF1E4qXGBQFwOaCewrM3Im71A/rUshxxVaRqtIlkMjVTkepZXqnLIF5rWKJZFNIBmue1W88hCckFjha0by6VAx3DAySSeAK87utXGqam8yMfIQbYT/eHdvx/wAKcpqCuybX0O0029jdFi35/unup9K3Y9xAycP6+tefWu5XEgJB7V2mi363aLBKcSr0NaUcWqj5XoTOjyq6Nu2kLcdD3X1q0yFl5+YH9f8A69QLHgjs386txtkY746etdLd9zK1tjgvGfgltQ36lp8ebwDMkYGPPA/9n/nXmPl9sEEHBBGCK+jSjFeOVPr3/wDr1w/jHwa1+X1HT41+1j/WxqMeb/8AZfzrNrlBq55TtwaM1K4IOGBBHXIwahk4NMlDS2KakhRuOh7Ujc0zNSxmRC4W4cEMTt+XH97tn2pM4O09uKah/fMwOMrg47g0/bmpMhBlOnI9KkUhhx0poz0P50YKncPyoESgkdacDTFYEdacOOO1MB/HrzS5pgNO+tAx2M8UmecHr60gJzg0vBHtQApyD15pM5PoabnacNytBHftQA2SIOPRu2KakpB2Tdez+v1qUNkYbr60x1DfK/U9Ce9AD+VODTuoqurtEdj5ZPfqKl+6AwO5PX0pIA2Ecjp6UoIJ9PrTlPelKBh70wExSnDDawBFGCvvThg0AU5bP+KM/hUSzzJ8rHOPXtWhtxzTZI1kHI59aVgIEuQeG4qdWVhnNU3hkjPI3L6ikDL/AHsH3pgXcY6GlG7r2quu8cq35GpBJIBggGgCUNk80vBqLzD3T8qPOUdQR+FMCXApCtMEyf3qeHU/xCkA0g56UY9qfSUANK5ppWpM0UAQlDRtIqWjFAWIufSgCpcCkxQFhmDQAaeaSgBuKM0HNRM5FDAdJzUe7b9KFYyHgcDqewr0T4YeDhrWojWLyLdYWj/ug44mmHP/AHyvBPqcD1qJS5VcqMXJ2O2+GPg46DpRvryPbqN6oZ1I5ij6qnsT1P4DtXoqKAB7VGke0cd+tS8gVxybk7nfFJKyAmo2IpxJ7VBIeKaQ2yOVuaqSP71JM2D1qjNNxxWqRIyaQDOTWXdXA5wSKmuJeuTXJeJtdGm2hERBupAREOuPViPQfzq9EiSpr2o208j6bMHeCRSk5jOCufT3HX9K4drefQNRW1uXEkL/ADwTj7sieo/qOxq5Z+YRvYkuxzknJOfWt+C0tdX05tJ1D5Nx3QTY5hk9R7Hv61m6kJ+4xezknzIlsLhbmMbPvDt6Vv2MTQuJBkSV57ZyXugay2n367J4mA5+647EeoPavR7C4hvIUkjIHqvdTXn1IunKzOqnJSR1VhcLcwhXOHHerhUjCscEdD61gwtgqUb8a2rW6WZdkh59a9KhiOZWkc86dtUWY3JO1vveh71OAGGR9MH+RqsVK9eV6g+lSxuS2Dw3Y9jXYn0Odo4fxx4J+3LJqmlxf6WOZoR/y1HqP9r+f1ryVhknrxxgivpcd+ox2Pb/ABFef+NvAsd+8mracjJcY3XEKDPmD++o9fX1pWEeSkVHj5s1f8iyzkXq49xUL28JJMdyjU+UnmOciACj1xzUgqMdKcKyRmP4NKBSA07PNMQhUjkUoPHtTqCAfr7UAIDj3FOz37HpSBT9RQOuRz60ALn1pwODg/8A66apB6k49aDwMHpQA72PSm8ofY0oJzjOfelJx1GRQMaQOo6fypAQRtcZBoOVPH50EBhkD8KAAjnY55P3WPf2NMXdC/A47rTxhl8txlT60n8Qjc/N/A57+x96VgHrhuUP/AaerVXwyNkcEVKrCQejelNATg5o2+lMBI4P50/PpQAo4oxQDS0wG1E8CPkgYNTEDGTRilYCiYSh5/OlBcDg1c2549aQQrnOaLAVd7r1GaBcKfvAirmxPQU1kj/uL+VAFcNE/daUxAjipjDCeqD8Kb9njH3Wdfo1AEWx16E/nSb5APWpxER0kz9RR5bHspoFYg81h1Wk+0DuCKm8kn+E03ym/un8qBkYuY+7Yp4njPRhTWh9U/SmGBO64pATiVD/ABCjeueoqAW6+n5UG2XPRh+NAE5dfUUbl9arG3AP32phtyekhouBaLoOrVE00YPA3GoPIkHuK9A+HHwtufHEj3d3JJZ6VE+x5VGXmbuqZ447k5x0pXAwPCXhu78Xa5HYRMY4FHmXEqjiKPPJ9yegHcn2r6Z0zS7bTLGCys4RDbQIEjQdgP5nuT3JJ71ywsdF8GCfRfDMTYyftdzK3mMXxgAH+8o/AZ6ZNJa61e2rgiZ2GADvJfP1BPP6e1J0J1Fc1hVhT3O6wAKiLDvVCz1aO+iBBCyHquc/ke4/UdxU3mZrDkcdGdKkpaolLDmq0smBSvJgVWds9aaQ7kEz9azp5QAfWrFzLjPNYOq6lDZW0lxPIEjjGST/ACHvVoVyprWsQaZZvcTtwOFQHl2PQCvMZZrjVLuW7uW3O3p0UdlHtTtT1S416/MkuViQ4ijz90f4nuasWsGcDnb3rnq1LaI0hG5bsYMbWI4xxWja/NchQD+HrUdsnyEAYwOla2mWahQ4xuY5J9q4HOzOpQ0NHUvDkXifRUgZlj1C3XNrdHt/0zb/AGT+nWuO0PVrrSNSa1uozFdW7+XJFIPTsa9K0+aOC4VELMzDoBWd448HnW7b+1dOiKatAnzIvS4jHb/eHb8q9GdNVqd+qOTWE/ItWt7FcoJoeY3PTP3T6VoQS/N0xXmPhvxCbeRQ5+QkB1I6evHrXpUMiS28c0DeZE/3WFcEak6bszZpM3LabK7W5qdo8crkg9vSsu2mw21hgdjWojnivWo1VOOhyzhyskjbHDH6NUp46dR6dvcVDgE5X8RT1boD0Hfutbp3Mjzrx54D+2mXWdGh/wBJxvubWMf631kQf3vVe/Uc9fJsHGVPBr6gYcjHXqOcZ9x715z478DC7MusaPDi4JLXNqgx5p6l0H9/1X+LqOeCmS0eFq2RTgaj6GnZqTEkBpQajBpwNMRLnNKDTAeKcDQIk4o4PXn60zNOzTACv939aQHAwfzp2c0UAMzjr09fSn54x+dJgGm4IPBzQApOOo4NN5U9foadnse9IRjg9P5Uhhw446+lGVkXy3pCuOR1FBxIMjhvT1oBChiW8qU/P/C396kKkN7igbZl8t+GHQ0JIWJil4cdD60DJEkDfK3WpR6VXZTnB496fHIRwxoFcnopBzRTGL/KjNJSj8qAA8n2HSgtS/Sk25PNIBu40nJqUJjtml28UAQ80nNT7Qe1GwZpgQZIo3NU+wZo2ikBDvaje1S7B2o2DuKYEXmMKPNNS+WtNMYoAi8xT95AfwpP3Z/hI+hIqby1FJtUdqQEBXn77fiAaaYi3cflj+tTnaO1dV4G8C33jO/Yq32bTYGAubojJHfYg7uR+A6nsCmBD4C+H994z1oRo7w6dAwN3cj+Ef3V9XPb06ntn3/XNSt/DOlQeHtDRbd0iCDy+lvH6+7n/EmtCw/sjw3oL6do32eNbWJ2SJHDMSFLEt3LHHJNeeTNLM8srSEzyks0jc5Y960pU+Z6im+VFWR8n7LbMBIuC2cnaCeue5P585qyB9fxqOGEQrgcknLMerH1qWuxIwBJHibch5zn/D/9Y5rds9YaZQjbTICoPmNj5c8nIHJA6dB646nnyabuIIYMVI5BBwR71FSmpo0p1HB6HZeZnkEEdiKgmlAU1DZKU02CViweYM7IQABzjIHYHrj6+tVL26EKE9689xs7HoRleNypqV/HbxPJIwVVBJJ7V5H4l1qbWL4ICyWsbfu0P8R/vH39u1X9a8Ww6nrDWET5t14EgPDuP6enrWHcwh8g8f0rGpNp2BO+xPp8DO5UcErnNblvbHMWFzuJ49OKzPD0wkuPssuBKgOzP8Q64+uOldRbQhFtTggHnJ9xXnVpNOx3UUmtB9vbiKKZjnIPQitG3iIAiQHPG7/Zot7YsFJHDOzn3x2rRttqRq2MkjOfU1xuWp0WNHTreK0iBbjPPXmtuK4yoZDlexFcqredITI2R/CueuK3reUPZ/uwML2HavUwNW/unHiIdTgfiF4W8lpPEmlRhVzuvoUHAP8Az1A9P7w/Gs7wt4mezlCuQ8DH5425B/8Ar16nbsJAQwVgwKsrDIYHqD7V5F4t8NP4T1cT2qt/ZN058k9fKbqYz/Meo+lb4mhzR54mUJ8rsz1OB0miWWJwyMMg+tX7ecL8jHIrzvwz4he2aOOUmS3YjKdfy967pSkkSzQuHiflXz/nFebSqSpyujaUVJWZq8j5lPFSKwfn7rjv61Rtrkj5X/OrjICdy8V7NKqqiujknBx0ZIDwQR9R/UUHnnOfRvX61GrqxCtwexp+WBxgZP5NW17kHyKDmlBpZI/Lbjoehpmag5h4pwPNMB4paYEgOacDUQNOz70XESZpQajzSg0wJQaXNRZpQcd6AJM0uaj3UZoEPzxRwaZn3oBoAdkgetMPZl4NLmjcR15HvQMRl80ZHDig4uF2H5ZV6UfKTleD70jDdg52sOhoAdFLu/dyffHFSlc8frVdh5wP8My9vWpIpsjDcGgCRWKnBqVTmmYDChcigZLinAZ4xTVNOHTNAC5o3UYpcUAJu5pNxp22jHHSgBA1LmjbRigBetGKTFLigQmDQc0Y9TRjmgYHdSEt6UtIR70ANOT1pCD6U40hwASTgDqTQAwjAJOAB1Oa9/8AhrY3On+Cra2u4hGZJZLjy++HIKlvfAHHpiuD8C+ArjULuHVNVtmjso8PFDKuDO3YkHog68/ewO1e0RRbBz17msKlTojqo0vtSKOqW6L9nniRUaGUSD5eDwRj6HOD7E1iy6WLrfLpiM6oPng6lTjOEP8AGMduorqZlDptNYF9aSb4JI8/6OxaMZI2k9SPQ+9FKq4MqrSU0YIII68UjHArckji1VZJJ9trcIMyXbDEbdgJPRj2YenIrIvLS4spjBcxlJMZA6gj1B6Ee4r0qdaM0efOm4uzKpNaWi6VLqV0oVNy54DdDjuf9kd/Xp3qCx0+a9mVFRipYLx3J6KPf+Q5r0iwsYtJshEu0yEDew6cdh7D/wCvRUn0QorqY+sWcVrbK0I5QYkcjl/9o/54HFeNeN/EpkeTTLR+fuzup+7/ALI9/WvYfEUjyaLqPlvscWsrIw/hYISD+Yr5bguWbHmMSW53E5JJ55rkrLl2OmnPSxTu7cxvvTge3atjT7/7ZBtkOZkHzf7Q9f8AGoHUMuDzmsxhJZXKyxkgqcg1zO01Zl/A7o33DxOlxET5kZzx6V3+kajFqtpFdKyiWFMSJ3LdNw/TPvXn9rcpcwiVBx0ZfQ+lWdHvJNK1mJ05jJ5HYg9a4q1PmVuqOyjU5Xfoeq28LAInT5c9O5q5DGI4Ezz8uOlVdOvoLq1F/CD5Eh2puIyp9CPzx7VZV1IOD715bTTsegtRnIfbhRt6cdqtWU32eTaDkfWqrv8AMCMfjSxj5s7lH1rajJxldEyimrGwsipcDb0bnFTalp9prOlzWN7F5lvOu1wPvL3DL6MDyP8A69YjzEumONvU561sQz7ol3HnrzXs4eup3TOGrStseO3Fld+GtZl0y9IJTDRygYWVD91x9f0IIruPDOuJDvjny0TjkAZ59cVp+LvDo8SaSBAFGoWxLWzHjd6xk+jfocV5rpN68RMbBkdWKlWGGUjqpHYjpXNi6HJLmiOnO6sz2JoxsWSORXiblWHcVYt7rbhWOR61ymha2IlEcgLQscsB1HuP6jv9a6IsrbHidXRjwy9DXNSqcjui5RvozX2LIARz9KVTtG1xlT39KqQOyDviriyK4HPNevCrdanK4WPk4yQsuDImD/tCqjhEYgOpA6EHrVSirucZaDr/AHh+dKJF/vD86qUUXAuCRcfeH50u9P76/nVKii4F0SJ/eX86d5qf31/OqFFFwL/mp/fX86XzU/vr+dZ9FFxWNHzU/vr+dHmp/fX86zqKfMM0fOX++v50ean99fzrOoo5hWNHzU/vr+dHmp/fX86zqKOYLGgZU7Ov50ecnd1/Os+ilcLGiXjbBEihh0OaeT5g3qMOPvAd/cVl1fjY+WnPIAxTTAsRycCpg2aq57j8qkVqpCLI6fXipRUCH5voKmBoGO70tNozQA+jvTC1AJNAh+DSYNICacCaBiYNIc0/NH4UAMyaTpUmBSHFADCe1HXinhNzKqqzMxAUKMliegA7mvSvDHwwWVEu9f3DPK2SNg/9tGH/AKCPxNTKajuXCEpbHGeH/C2p+I5iLKJVgU7ZLmXIjQ+nqx9h+OK9b8N/D7R9DZJ5I/t16vPnzqMKf9hOi/Xk+9dRa2UFrCkMEKRRRrtREUBVHoB2q0FA7VzyqOR1wpRiJGoHPU+9TAc00AU9azsajHWqsqDmrUhxVWRhTsIx9QtFljZWXKnBI7HHtVJ7i6FqbVlhkUZ8syxBxGT/AHe46DgVtSDfmqMkHz9DWsZNGcoJ7lzwY04tS96kCagkfzrF9zBPJT0HQetbtxcE8A9a5u3nNjeQzZwoba4/2Twa1rqYQq5+8QcKPU9q7KUubU4qsOV2Rna7b3V/ompWOnSRC/mtHWFZGwCWGOvbIJxnjNfN2u6BqPhvVJNM1S38i5jVW2hgwKkcEMOCP8DX1DFJbaJpd1reqyiO3hQyu2PT0Hc9AB6mvmvxd4iu/FfiG41W7GzfhIos5EUYztX/ABPck1FZpsIXMmGbI2seR0PrRNGHUg1VPBzVyKQSLg9RXM1Y2WuhSt5n0+63EExnhl9RXQRqlwgdMMCMoayZ4BIuMc9qZp14bObyJjiJj1/umoqR5ldbjhLldnsdh4c1wWcq2chLQkbdpPcnqPcYr0CGRXSN1kLKRw3976+/rXkssbT3pnjAEh5IAwCfauv8H64BIbK8YhSevcHsw9/6V51ekt0elRqdGdoI2YEkFSPWkCuSdvNPwQdj4Zhzw3BB7g1JuwMA/n1rkizoIwh6kU8SMrgKTweaDIR6gU0yFm5reEmndEySaNyCUFFI6iuX8YeEf7RLavpUf/EwC5nhXj7SB3H/AE0A/wC+vrWolwUIGTiteCZZIhzyPSvXp1I1o8rOGcOR3R5Jpd+dvDc4wD0/A+9djpGrNEMdY25ZCeh9RWf418O/Z3fXLBMIxzeRKOAf+eg9j39+e5rF0y+JZQT83Y+teZiKLpy0NoSUkeqwuHiE0TBkPHHOD6H0NWY2D/d4NcZpuqvbOGTGCAGQ9GH+e/aupiljni+02p3LnBU8FD6Efy9amjiHTfkKUEz5Mooor2jyQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACraN8i/QVUqyp+QfSmgJg1SK3IqsG9acGwQRVXEaUJBXPrUtZ8cmDxVyOTevuKYElFAoIzQAoxThj1qPaaTa3rQBNS9DUA3+tL8/rQBKc0ZPpUeXpQXFAD9xz0NOijkuJ44Yo3klkYIkaDLMx6ADuafbW9ze3cNpbRGWedxHGg/iYnivcPDHg2y8NRqU23GqOu2W7I+7nqqD+Ff1Pf0qJz5UaU6bmzM8FeCE0UrfX6q+pkcKDlbf2B7t6t26D1PoEceMU6G1EagYxU20LXK25as74xUVZDcYHSkpd1ANAMBwaXdgUhPFRsTimkJjZZewquRmpSuRTduKtEkPl/NzTZFAGemKsBc9qjnjO001a4mYeoZmmS3Q4LH5vZe5rpLK1a+u45GI8pQMY5ye5/pXlWq+Ik0TxfKbu6WFYUQoG6lWGcgd+ciq3i/4rwy2Edr4WluYJ5ARPc42bBj7seeef73GO1dUbRRxVJOUjQ+LPiGXW5xpOmktplg584oeJphwfqE5H1z6CvJZY8/Wuq8JyI+hBWdWZJXBU9cHnn86p65pQtpPtEA/cueQP4T/hU1KbspocJL4WcqykGkVirbgeatSx1VIxWC1LL0biVcjrUF1biReOtQxyGJ8gfWr4ZXUEGp2HuWLF+Y0J/hwM/wAq1JIykyzwvlwoycYz7H3FYkfQCteyn8wbX+8P19646ie6Oum+h3Xh7XFvLaO1mYCdeIy3f1U+x/nW2shIB5B6YPUe1earG8LB4ieuR/hXY6XrAu4cynFwoAb1cev1H69a4nFJ3R2RlobfJGew60AmMhvXkVCsoYbwcjHNKX4yKpIpslLbjmrsEvyLzxnms5XRzhxj3FW1URr8jEg+9dNBuLuZ1EmjVhYOpVgGRgQQeQRXl3iHR28OauEjB+wzktAx/h9UJ9u3tXolpKc7aTXtIi1zR5rSUYJGUkxko46MP89K7nFVaZyu8JHB2V7v2jd8wxgnvXSaZqUlpIJYmxxhlblWX0Pt+orzu2uZbW7msrpfLuoG8uRCe4/oexrprK8yAdxzmvHq03Bm8ZKS0P/Z", "path": "000554.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000555
Men Tshirts
{ "bytes": 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", "path": "000555.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000556
Men Tshirts
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", "path": "000556.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000557
Men Tshirts
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", "path": "000557.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000558
Men Tshirts
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", "path": "000558.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000559
Men Tshirts
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", "path": "000559.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000560
Men Tshirts
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", "path": "000560.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000561
Men Tshirts
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", "path": "000561.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000562
Men Tshirts
{ "bytes": 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", "path": "000562.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000563
Men Tshirts
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", "path": "000563.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000564
Men Tshirts
{ "bytes": 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", "path": "000564.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000565
Men Tshirts
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q3k249I14H58n8a5ilNJjisywBpaRelLQAUUUUAFFFFABRRRQAUUUUAFFFFABQKKKAFzRSDvS0AFFFFAAeKSg9qKAOj8E+I5PC/ii01BGIh3eXcLn70Z65+nX8K+rEdZEV0IZGAKkdCDyCK+MRxX0p8I9f/trwVDbyvuudPb7O+TkleqH8uPwppktHeUUUVZIUUUUAFFFPjGWz6UwLUY2Wz49AKig+W4Q+/NTTfJbKvcnNV0OZV+tUhlgkrZP7PVPqavSjFq4/wBrNUehpDHipFFRqamSkJEqimMealA4qu5+amhk6NkYPIPBzVOazIbKcoentViNqkY4T8adwsUUR4jxgiq1xYCZ96bUPf3rSYAjmq5GWp3EVLfS23fvHUKP7ver/lbcAfKB6GnKeMY6U7Ix0FK4DdpxgHJ+tExYgIgwo7+9Sx8sB61C7bV96AK4TnFSqgFInJzUuKVxiACl7UYxS0APjHeqUkpVz9avp901mT8MT70AaKKHiU+oz9KoNxJ7VoW/Nsv+7VGVfmPtQxCUUgPalqRBRRRQAcUUmaM0BcWjikzRmgLi8V86fGPxB/a3i86fE+6201fKAB4Mh5c/yH4V7p4l1uLw74dvdVlIxbxkqP7znhR+JIr5KnmlubmWeZy8sjl3YnqxOSf1pSKj3IqD0ooPSoKEFLSCloAKKKKACiiigAooqwLK5aze8WCQ26OEaXb8oY9Bn1pN2CzK9FPSN5G2opZvRRmmngkHg+hpgJRUiQTSDMcUjD1VCaaysjFXUqw4IIwRQA2ijNFAxRRSUUCFooooAQ9qKD2ooAWvQPhFr/8AY/jSO0kcLbakv2dsnAD9UP58fjXn9SQzPDNHLExWRGDIw6gg5B/OgGfZmRRkVjeFtcj8ReGbDVExuniHmAfwyDhh+ea2M1ojMXIoyKSkzQFx1TIuCi9ycmo4UMkoX8TUm8GQkfhTQXH3EgaTrwKjj5LH0pjH5zUsAyHq0MtyHfasR7Vn96vr/wAebj3qhUjQ4Gp05IquKni7UAWgPkqlIcNV9fu1Qm++aEA+NqnboKqxHmrfVR9aAIX4BqFBlqlmOBTIx8uaLiHnqKKQ9aXNFxj4vvioJvuCp4fvfgaqSt8wFIB0YwBUw5piD5RUqigBCMUnWnOMLTV5FAEkZODWbP8AfI960U9Kzrn/AFhpiNG1P7hfQrUEi5c0+zOYAPQ0rD5s0MCix2tntT8inXCYqJDkUmA/IoyKTNJmkK4UUlFMQtFJUVzcRWlrNcztthhRpJD6KBkn8qAPG/jj4iLzWfh6F/lQfabkA9SeEU/qfxFeNVpa/rEuva/e6pNndcylwD/CvRR+AwKzayZoloI3SgdKD0oHSgYtFHeigAooqWC3lup0gt43klc7VRBkk+lAJXIqK2r/AMJ63ptw8M+nz7kUOxjQuoB9xWMVKkgggjqKmMoy+FlOEo7oQcGvSvD3ja3j8K/2Le6L9pWJQoC4VJAe7e/v3rz20gmuLyGG3VWldgEUkDJ9Oa6LUNR1G31KSa/tRa3iqgeERYDgZG70Xj86zrRU7Rf5nRhnGM+aTsjZ0zxNa+Hp3ksfD1tGXbJZ52L4/ugkcCvRPh1qPhK90QW8NnbHxANz3HnwgySuzHG0nO4DIHHpXjz3i3ESp9nZZ5uVBXJkB6bfWprbw/4ogMGqWFhcxvG2+J0++MHqBUU42bb3OrFwoqK5JXPqr7HFYWiW8KIhQYJVQMnua8T+LemaRdyW91seDVVYIVCAefF1znoSB+PatLRPjdH9mis/E2m3NveIu1541yr+5Q4IP0rn/Gfimx8SvLJBJ51rBkW64Iz3Zv8Ae/wqm2jgjDucsR4MsYlJW6vJMZIO4YPoegBoNppmq2D3VnoUyQoSDJHdAMMDJ+U9ap/2fappcN5d2ryJOSzTRN80eTxkdDVuNb3RbHdZXSzabKwLsU+ZVbgms3pqnr5nVFX3Whzs+mOtp9sg3PbBtpYjDIf9of1rPrp/E1+sN+yWTBUlgAl2nKyA9OPpXMV0U22rs5a0VGXKhaKM0VZkIe1FB7UUAFKOlJRQB7R8DfEGGvvD8z/e/wBJtwT34Dgfoa9nr5I8L60/h/xNp+pr92CYFx6oeGH5GvrOORJo0licNG6hlYdwRkH8quJnJWZJRSCnLy2AcHtVCJIXEYnOclY+fxqO0ywLHoKLhBJCXB2unB9x6VHBOEiKe1NIofv3Oxq1ajEbmqUfNaFuP3De9MCZP+PeX61RIq8n+pl/A1SNA0NqeE8ioM1LEfmpAaC/drPuB+8NaC/dqhc8PQBHGcPV1T8o+tUEOGBq8pyq+5oAZMAUPFRx/dqaX7hqGMYSkAtIelB60h5FAEsB+Y+ymqbczGrcHVv90/yqoRiQ5oAnXoKlV1VSxYADuTxWFb+JtNuNXuNIMjR3cUphKvxuO3dkfhn8q8M13WdTOoano+nX97JoaXe+WcqcoM4PI5x7VViWz6QlI2jBByM/hTI2DDggkdcGvKfiFM3h3S/DH9h3t4b5VMduqsX81SBnd681b+Fu200zU9Q1i5nj1FZT9qW5YgRDqOD60WFzHpoPzVRuv9bTNJ1qy121a80+XzYFcx7+xI60t0f3gNBVy1Yt+7Ye9SSdKhsj8j1JIeMUALKgkiyO1UlYDcG7c1dhcD5SODUVxCse4g5LfoKLAQ0U0KVAz+VL+NSSJmjNNzRmgQua8/8Ai/4iOj+EDZQvtudRbyRzyIxy5/HgfjXf5zXzX8VPEH9ueNblIn321l/o0WDwcfeP4tn8qUthx1ZxFB6UUh6VmagvIpe1IvSlPSgBAaWkXpS0AKoBYAnAJ5OM4969T0vwLb6bDp+tWWuS71IkM8cQ2gHuB1wM857Zryv6V23h7xXfWXh2fTkgjeBWINxOx2RKw6EDqfaufExqSivZs6MO4JvnR2HirxXrfhzV4BHbW9xYzqFTggl+4yDweenvT9bl0aSK0fxBo6QyXPBdQG8tvRnXFczdeLtJutKj0/VGur4RlSrwxCLBUYByTmrV3460G90yS3ns7iUbQoikA+b/AIF2PvXBGjKKiuXVdUd3tIPmbl6ItX/g3w5ZWzXuLxIkG7MDl8eh9ce9YGp2E3iTUkfSWlvIWt0XzJmCmModvzk9PX3qLw74uvLF1tpbeW5s3bbEgyzKT0UHuO2DXv3gfw3a6L4dgdrdGuZi09ydowsh5OM9h0/CuqlCpFvndzCtOEoWhoYPhbwlZ6ZottbWcENxetEBLfNEcQnnJDHr14A49a7BLKO1t4YYwCkQwm5R0rTaVJkDI4dccFTkfhVaTpVzZzrQ47xP4S03xBbOtxbqZzyHAwc14lr3hS58O3EsxEwtSwCsp3Ag9AT9RX0dLKjXDQ87lUN+B4/pWB4l0eHWNKmhkkliDgKWiA3H25qYza0Lcbnzzp+qy6cxt5l822k4eI9s+ldHO8Vv4dmhgV2VoztUjkA+tZuv6HZ6T4gubWW4ZIotjKGOWIIzis641e5luFa13iOLhR1z9aucFNpxNqNTki+bqZDEk8844pKs3dyLuTzDAsb/AMWzv+FQtFIqhijBT0JFdFzicddBgpaSlpkCHtRQe1FABR3oo70AKOtfSHwk1/8AtjwXFbSPuudOb7O+Tzs6ofyyPwr5vHWu9+E3iD+xfGUVvI2LbUB9nfJ4DdUP58fjTi7MUldH0dmlyabmlBrQyLMR80Ed8YNUChRyp6jip1cowZeo5p1wqvtmXvw3saaKWoxKuwP8hWqYIFSxPg0xmjH/AKmX8KotVuJv3Mv0FU2PWgaGg81JGfmFQDrUqE5FAGon3RVC6Hz1fT7o+lZ92f3lSBAD8w4q6n3VqiDzV2A5ApgOm5GKaBhBTpOtIeg+lICJqQn5aVzTWPAoAlt+rf7rfyqq4+erFv8Aeb/db+VQScycUCPNfir4XvJFj8UaMzpd2gBnWPO5lHRsdyP61V8JfFvQmtBa+ILJLaYgLJcRwhklPqwr1tRlMEZz2NcXrnwj8N6/cNcqslhOxy7W+MOfdTxTuBNqvxE8FW9tFcnULa4ZeUWFN7r6YHavKPGHj258aTjSNEsJY4JnBYBf3s5HTdjtXaN8B9GjOW1i/YegjQV2PhnwZovhdW/s+1/eHGZpOXP40xEHw/8AD83hrwba2Fzj7QWeaQA5wWOcfhWzcnlfrWhJ93NZt2QFU+9MZYsT8rVNIc1XsT8tTt97FABEMtzSTvkkn1x9amIWGIs3XpiqDuXOTSE2BJPWkzSZozUkiUUlFMCrqhuhpN4bIA3fkP5IPd8Hb+tfJd/Y3tjdNDqFvNBcZJZZlKtnueetfX1U9R0qw1eAwajZwXUR42zIG/LPI/CpcbjjKx8hYor3jXvgppN5ul0a7ksJeoil/eR5+v3h+ZrzXW/hr4o0Tc8mnNdW4/5bWv7xSPXA5H4io5WjRSTOQApT0pSrKxVgQw4IPBH4UmDikMaKdSAUtABXpV3ocV/4IsLbTpoF2lZnLPgOxHOT615rVi1inupkt4NzM7YC5OP/ANVZ1IuVmnaxtRmo3TV7l+XS7SxYi/1CJmH/ACztT5jH8egrS0Af2nqsGnaLpMb3k+VhabErMwGec4VR6ntXP3kUMMxiik80Lwz4wCfb2rsvhdFnxQ10FZWtbaaTzsnCnYcDA7nnrxTtdai5uV6HU/C6K417xu0GtvGE0yNriOFVChpA2wHjrjk1Z8TazceOfG9xo0GpS6PotiRFcOzGMyvnHze/b0wM1rad4Zk8H6xfa4NSaeSyESSExqvyzAu4AHUjPHrjHpXI/E3w7cvrM2uaVA8uk6ttlkeFWk8ucDLK46rknOPeklbRCbu7nR/Dm9Hh3XtV8PxagdSsAyyQTRNvVWzhhkcenStDx38UYfDNz/Z1lBHd3+MuGbCRemcck+1Z/wAMPAuoWdvNe3LNauVGxXj+ds5ySvVRwAPWvOfFtjHZ+MdV/tyO5Mk0hkhe3ZdpU9Cc9eMcVKV3qN3S0Ot8O/Fv7ZqrrrFvFbtOERZoc4BGRhgfXPX2r0q3uBdYkCkovAOPvH29vevmO7sraJRJbXYmXOCjJtdfw6Ee4NfSegQeT4dsFAfctvGp3nn7ozn8airFLVGlOT2Z5l8VI4IPEFjPcIhV7UgHnLEP1I/GuFi1G2ikJihZHPQqOD9RXW/F+8jn16ytUJzbwHd0x8xyP07VwNrMsD5MW89vaqULxuXCpadtvxNmW3t5ZxOy/NjJXsTWbf30kxMSgrGOxHWprqRpIVZQQ2c4FUnklI/epu9yOaVNPdm+KaS5YqxX5PNLQSM8DFFdB5gh6UUGigApTQBxUtva3F5OsNrBJPKxwEiUsx/AUARCnIzI6vGSHByCDyCK9B0H4PeINUAk1Dy9MgPP7355D/wEf1Ir1Dw98LvDugskzwtf3a4IlusEA+oUcD9aajclyR1elyTS6PYyXGfOe3jaTIxltoz+uat0maK0Mxacr7VKn7rcEe1MophchWQwTeXIcr0VvariYJBBBHqKruiyAK3TsfSkiVomwM4/nTRV7mxF/qHPsKpZyKuQkNasR06VSPU0FIbnmpEPzVCPvVKnWgDYj5QfSs+7/wBZV+I/uwapXf36QFM9auW54/z6GqjDpVqA4B/CgCZhkE0j9acfu02TgmkBWfrQ33aG601z8tAia26vx/CagbiWrFt91x6qaglGHBoAnU5FWYe1Vk6VaioAjuOOtVo+CasXHNQJ60wHP9wisy8OI1/3v6VpuflNZt0NyDjo1MCS0PyLj0rQjUAlm6DrVSyj2xqW4GOppbm53jy04QdT60NibGXExmkJ/hHSoaSipJuLRSUUwG0UZozTEFFGaM0AFHfNGaM0gMfWPC2h6+pGpaZbzsf+Wm3bIPow5rznXfghC4eXQtSMZ7QXYyv0DjkfiK9ezRmk4pjUmj5N1/w7qXhnUBZapAIpiu9drBldfUEVlV6d8b2J8U2C9hZcf99tXmNZvRmqd0FdCY/7G0BZOl3fjAbukXt9a59SA6k9MjNdprVgdXsbeW1ZWMa/KAeCCB+vFY1JcrSex1UKfNGTW5xYNel+Atd0jQ/D17b61YXzR3kyyR3NsfLZcKV25OMjntXFafot4+q2cMllI4kuI49h4DZYDFfZV3oWlXmkxWN/YW0tpCoxCU+RNo7D0q73WhhZxdpHjsXxM8MaR4emulS51TXpZQ+27Tq4G1W9AFGPesW08Va/pdrqXis6wLhbtY4RAsflpLIc7mjHYJ03dye9buoeCvClxqv/AAkl/arY+HrfdtiDbftr5wqgDtnPTrXHeMtZXxDei/itPsGk2qCCC3GAHYZ2gAcZGecdB17Um9C4Jydkja1nVdA8Q6rpt/Y+Jb3Sr97cJeQSq8hJAG3gEDcck56Vfm1DwzextpXiBZI4I1AW51ORTPKxGN6hM7Onf1rifBeg2d0+oa/rMZl0zTFDtCT/AMfFw/3E+nc1Tkt4HlcmKJHdicgfKCe30Has2zWUHCXKdFoWheBrbXYDd68skW2SYgHITaRsQnGMkHJJro/+Ewtovt1rp9xLd4kCWxupRlWY4Cnu2TyMDoa890rRdQ1PUpNNs18rzo/LlOzPyZBPGR6dfevSI/hpqVok+s3N3HLqTxqI7h4lXyyMYKqvQ4GMk9M1fJzLUxcrMv23wuj8QWEratp1vHNKjH7Y7us/mkZDYHGM4yCOleFazo9/4b1SbTdQt/KuoTh1YcH0YeqnrkV6x4W1jUb/AFqTQ9R1K5ge7EkKeTEj7to5yDyy+/B46964n4j6je3VxZQ3x8yWxMtoJCMFlG0rnPPQ96fKrWHCo07nEm8lPQhfpUTXEp4Lk1GaBTUV0CVab3bA8nNLSUd6oyF256da6LQvAniHxCVNlp0iwn/lvOPLQfiev4Vd+GFvFc/ELS0niSSMF32uMjIQkcfXFfS2flx0HoKqMbkylY8r0H4J6fbBZdbvnu5Ovkwfu0+mep/SvR9L0bTdFtxBptjBax458pcE/U9TV3NGa0UUZuTY7PsKSkzRmnYQtFGaM0AFFGaM0AFKGx2zTc0ZoC9jZs9r2TFeOelU3XDGremc2L+zVDIvzNSRotipjDVIp5o2804DGKYzTgOYRVa9X5s1Ytf9TUV4PlqQKBFTRHCH8KjI4p6f6tvqKYFz+EU2TvSg5QUkg5pAVW60xjkU9xhqiY9qBFi0OXI9m/lTZRkA0WrqjkscAA5P4U5iDHxzQARHOKuxDiqMIq/H92mBDcDiqyelWp+DVVOGNADpPuVRmGV49avsMoaoTcL+NMGN81tgTPyjtTc03NLmkZ3CijNGaYBRRmjNADM0ZpMmigQuaM0lFAC5ozSUUALmjNJRQB4X8b/+Ro04/wDTl/7O1eYV6f8AG/8A5GbTv+vL/wBqNXmFZS3N47BU8N3cwDEMzoPRTUFFQ0nuVFuOxveHdWlg8U6TdXUzvFBeRO25uMBq+xdQuILrQL6USN5PkyBmTrgA5x718PxMFlUkZGeRX0H4M+JNraeAJV1SaFnQtGxeT5iMY+71ORjGPWlotCneWrOd8Q61FqutTzamzx6RpFum23ibBkYqAsaehY9W7AE1xd/eXeqzC6uEihVRtgtol2xwR9lUdvr1J65qLVdXi1i7eS2tTBZtMnyl9zEqpAJ9M5H5VZkiyjAdwQK5qsuXQ9rK8KqilUfQ6i6/4lvg7QtIiBD3EZ1S6I7vJlYx+Cg/nWFcWk66dHflALaSdrZH3fxqATkdhhga39QiF/4e0fWrYh447SPT7xByYJYshcj0YHg1lwyLeaVfaJJIiNNIlzaO/wB37QoKlGPbehxn1Aqk/ePOq3V+9z13RfDKeFLaW41CELbouyC4WTeQpwfn44ya5bxb8SLq2je1DyPGoJCQoACvTJY9vwrjYPiT4ii0e60SUrcpdR+QPPY742OBnPQkYqSwUX7XunypGXlhIikJ5UnqB7GtJ1FGNzCMOZ2O18BS3Wj6Je+KtWtlW+1OMJpyqMkRD37bmIxn0Haue+KvhyHRvC9tNqNyk+vXNz50gRcCNSMbB7AYGT1IqL4d+JDMG0vXdTEUejwebp6Mi4ZlOcMT97aeQP8AAVe+Iur2+m+HnN5CJ/EGsp++LsT9miPzBAPYYz3yfaqIs7HiVA6CigdKokKO9FHemB2vwo/5KJp3+7L/AOgGvo/NfOPwo/5KHYZ/uS4/74NfRtaQ2Mp7i5ozSUVZAuaM0lFAC5ozSUUALmjNJRQAuaM0lFAG7pI/0GT/AHzUUv32qxpI/wCJaT6sahk+8frUo1WxWI5pcU40gHNUMvWn+rpt59yn2n3DTL3tUgUT0oVwFIPfFDdDTR9KYF9BmMYpXHJpYRmIUSd6QrlOQcmoG61Yeq7daYDS37pxkc8DP4Vdx+7/AAqkPyq5AcrikMSMbRWhGPkqk2d1XIvuCmBFcCqo+8TVu46VTFADyflNUbj/AFf41dqnd8L+NAnsVc0ZpOtGaZkLmjNJRQAuaM0lFADc0ZpKKYhc0ZpKKAFzRmkooAXNGaSigDwz43HPinTx6WX/ALO1eZV6X8a+fFlj/wBeQ/8AQ2rzSsZbm8fhCiiipKCnq+AQwBH6imUUWGm0dRptraSWUcobHzgOoblT6mtaYGNd+wsvcjnArhI5ZIm3Ruyn2Natl4gurVdkh81O27qPpXLUw8m7o+hwOa0aUfZzjbzOr0rVl0y/Em/dazhorqEEfvEx3B7g4waxLi5k8rb5XmoxOSx429hVKfW1nk+aBQvXOBuNUp9UnlJ24QH8TThTktzgx1elUqOUGT31yGTcgIkXAIPVTXU6feqZ7DUNxVSV3leozww461wTOznLkk+proNAn86ymtT1Q71z6H/69aygmrM8+Mmnc1/FVm3hfxnBeW/kTMsi3Sx53DO4EhgQMD25HvWD4r8RXHijxHdapOGXzWwsbNu2L6Zrs/HNqdT8MaN4hNwS5j+zSpK2W3A/w4HTg9fXivMz94/WqiklYUnd3EoooqiQo70UUAdt8KMf8LCsP9yX/wBBNfRea+cfhWcfELTf92X/ANANfRua1hsZT3FzRmkoqzMXNGaSigBc0ZpKKAFzRmkooAXNGaSigDpNJP8AxKx9TUMn3jUulj/iVJ7k1DJ941C3NlsRHrSUtGOaoZctPuGm3vSnWn3TSXo+WpEUCODTVPNO6io+jYpgalqcx0SjmmWZyhFSSDmkJlSToaqNVuToaqnrTQxtWrbnFVasWzfNihgTPw1W4OVqq/WrMHAFIAuPu1S/jq9OPkzVFvvUB0GscNVa++4D71Yl6g1WvDmAGgHsU80ZpKKsxFzRmkooAXNGaSigBuRRkUmaM0CFyKMikzRmgBcijIpM0ZoAXIoyKTNGaAPDPjV/yNdj/wBeQ/8AQ2rzWvSPjSc+LbP/AK8h/wChNXm9Yy3OiPwhRRRUlBRRRQAUUUUAFFFFABU9pdS2dws0TYYcH3HcVBRQB1V541ubzRrfS3hLW8GNkTMNmQSQTgZOMnqa5eSRpXaRzlmOTgYptFABRRRQAvakFL2pKAOy+Fhx8Q9N+kn/AKAa+jM185fC4gfEPTPfzP8A0Bq+jM1rDYxqbi5FGRSZozVmYuRRkUmaM0ALkUZFJmjNAC5FGRSZozQAuRRmkzRmgDptMP8AxKY/x/nUL/eNT6b/AMgmL6GoH+8ahbnQtkRnrTe9PxTD1qgLtp0ovfuCi0+6aW8+5SAzqjPD1Ke9Qn71AF+yPWp5DUFl1P0qxJ0pE9SpJ0NVG61ck71TbqaaKG1LAcSCojT4mw4oYFx+uasw9BVc8ipoetIRJKMpVB/vVoyfcrNkP7w0AJKOBVS5Obb8RVuT7oqlcnELD3FAPYp5oyKQHijNaGAuRRkUmaM0gFyKMikzRmgBuaMmm5opiHZNGabmlzQAuaM03NFADsmjJpuaM0AeF/GZs+L7Yelkv/oTV51XofxkP/FYQf8AXkn/AKEa88rCW50x+EKKKKkoKKKKACiiigAooooAKKKKACiiigAooooAWkNGeaDQB1/wwOPiHpePWT/0W1fRmTXzr8L8f8LB036S/wDoBr6IzWtPYwqbjs0ZpM0ZrQzFyaMmm5ooAdk0ZptGaAHZNGTTaKAHZNGTTaM0AdVp3GlQ/Q/zqFuWNSacf+JTCfY/zqJhljUI6Vshp4phPtT26VGetMC9aD5KW8/1dLaj5KbeE7MVIXM/tUR6mpTUJ60wL1kck/Srb/dqnZH5vwq3J9zNAiq/U1Tb7xq5Ieapt940IY00KfmopAeaYF8ZKirENVozlBVmLpUiJX+7Wa/+sP1rSbO01muf3h+tMAkHyiqV0D5TfUVdk+71qnd/6hj9KAexn5ozTaM1ZzjsmjNNpc0AKDRk03NFABmjNNooAdmjNNooAdmjNNooAdmjNNooA8K+MfPjKH/rzT+Zrz2vQPjDz40j/wCvOP8Ama8/rCW50x+EKKKKkoKKKKACiiigAooooAKKKKACiiigAooooAKDRRmgDr/hh/yUHTP+2n/oDV9E5r51+GJx8QdM4z/rB9PkavokdK2p7GFTcdmkzSUVZmLmlzTaKAHZozTaKAHZozTaKAHZozTaKAOo0/8A5A8H0P8AOmHqak04Z0eD6H+dRv1NZnQthrdKj/jp56UzvTGaVt9wVFe9Kmt+IxUF50NICiemahPWpe1RHrTQFyz4arr/AHcVRsz+8q+33aBFN+pqm33jVyTrVN+poQDT0po60400daYy7D9wVaj61Vh+6Ktx0hErfdNZsvDn61ov0rOm659TQAjfdFVLz/j3arWcpiqt5/x7NQJ7GZmlzTaKswHZozTaKAHZozTaKAEopOaOaYhaKTmjmgBaKTmjmgBaKTmjmgZ4R8YD/wAVso/6dI/61wNd58Xjnxv9LSL+tcHXPLc6Y/CFFFFSUFFFFABRRRQAUUUUAFFFFABRRRQAUUDmigBe1IOtL2pB1oA674ZZ/wCFg6Z/20/9Aavoivnf4ZnHxB0v6yf+gNX0OM4ransYVdxaKTmjmtDIWik5o5oAWik5o5oAWik5o5oAWik5ooGddp3/ACB4P90/zqBupqxpg/4lNv8A7v8AU1BJw5+tZI6FsRnpUY61ITUY+9TGalv9wfSq950qe3+4Kgu+lICiehqImpuxqu1MC3aH97WiRxWbaH94K088ULYTKUnBqm/3jV2YYGKpN940IBnSmg80403IzQMu2/OKuR8DOKo2xq8nOKQiRzlaoTjDZq+3IqnOMigCqrdRVe8/492qU5zUN1zbPTQnsZlFJzRzWhzi0UnNHNAC0UnNHNABmjNJRQAuaM0lFAC5ozSUUALmjNJRQM8F+LZz45k9raH/ANBNcLXcfFr/AJHqX/r2h/8AQa4eueW50x+EKKKKkoKKKKACiiigAooooAKKKKACg9KKQ0AANLSL0paAF7Ugpe1IKAOt+Gf/ACUHS/rJ/wCi2r6HB4FfO/w0/wCSg6V/vSf+i2r6I7Ctqexz1dxc0ZpKK0Mxc0ZpKKAFzRmkooAXNGaSigBc0maKKBnYaUf+JRb/AO7j9TUE332qfSudIg+h/nUNwMOayXU6FsiBulMB+antUf8AHTHc1rf7i1BcjINT2/3B9KhuehpAUDwDVc1YPQ1Xc0wLFsf3orUHIrIgPzitdelITKs45NUW+8a0JxzVCThjTQ0Rmo+9Smou9MC1bnDCtFDWZAfmFaKEUmIlzxioJRxU/wBaik5U0gM5hhjVe5/493+lW5FwTVW6/wCPZ/pTB7GTmlzSUVocyFzRmkooAXNGaSigBKKKKYBRRRQAUUUUAFFFFAHg/wAXU2+Nt39+0iP8xXCV9DeKfAGn+KtRivbm7uYJEiEWIgpDDJPOfrWF/wAKY0n/AKC1/wD98JWMoO5vGpGx4tRXtH/CmNJ/6Ct9/wB+0/woPwY0r/oLX3/ftKn2civaR7ni9Fe0f8KY0r/oLXv/AH7Sj/hTGk/9Ba9/79p/hR7OQe0j3PF6K9o/4UxpP/QWvf8Av2n+FB+DGlf9Ba+/79pR7OQe0j3PF6K9o/4UxpX/AEF77/v2lH/Cl9K/6C99/wB+0o9nIPaR7ni9Fe0f8KX0r/oL33/ftKP+FMaV/wBBe+/79pR7OQe0j3PF6Q17T/wpfSv+gvff9+0o/wCFMaV/0F77/v2lHs5B7SPc8WHSlr2j/hS+lf8AQXvv+/aUf8KY0r/oL33/AH7Sj2cg9pHueL0Yr2j/AIUxpX/QWvv+/aU7/hTOkf8AQVvf+/cf+FHs5B7SPc4P4ZJnx/pp7r5jf+OGvoWuJ8PfDTT/AA7rMOpwX91NJEGASRVA5GO1dtWsFZamNSSb0CiiirICiiigAooooAKKKKACiiigZ12jNnS4R7H+dJdDEhpuiMDp0Y+v86kvPvg+1Y9ToWxTamDrTmpo+9QCNeD7g+lQ3X3TU0Iwg+lQXf3TQMzz0NV5KsHoaqyHmmBNB99a2EPy1i25+cVsxnKikJkU4rOk+9WjPyDWfIOaaAZUR+9UtRtTGSRHBBrRjOQKzEIFX4HG0UgLfWmsKFPpSucLSAoz8MRVK6GLZ/pV+SPfJnrVK94gkHtTE9jGooorU5kFFFFABRRRQAEgAknAHJqpYala6mpa0aSRQAwJidQynoykgbhx1GRXyjRWLq+Rt7Fdz6mk1gf2jd2VtZ3F09rbNcSmEAgEY+Qercj6ZpTfagIyo0ndOkpjkRb2IxxYTeS8nReOxAP4c18sUUvaMPYo+qLvVltBpqfZ5JZ9QaMRQxMrHa5A3ZBIKjI5HXtUsU+otqT2j6dCAiNI5jv43dVGcEx4B5wQPoa+UqKPaMfskfUJ1yQ2enSLp0y3GoeaYbe4kWE7Y87mYngcDP4/jV2K8lm1K3s1sbjE1sbkzjDRIoAON4JDdexxx3r5Roo9ow9kj6p03UZdS2yLZNFayiRreZpkzKEbDEJ94Dqe/HXFaFfI1FNVfIXsfM+uaK+RqKPa+QvY+Z9c0V8jUUe18g9j5n1zRXyNRR7XyD2PmfXNFfI1FHtfIPY+Z9c0V8jV9Q+FP+RP0T/rwg/9FrVxnzEThymxRSUVZAtFJRQAtFJRQAtFJRQAtFJRQAtFJRQAtFJRQAtFJRQAtGKSigDU07VvsSeW6F1zxjtVuTV7abn5l+orAoqXFMtTaNg3kB/5aClW8gBBMg/Ksailyj9ozrI9XsVUAzc4/umoLrVLOSMhJefoa5qijkD2jNY3kIH36ha7iJ4JNZ9FHKHtGasF3ArZZiMe1aceq2SqB53/AI6a5eijlD2rOmk1OzcjE4/I1UnvbYt8sgrEoo5A9ozVF3D/AH6a11Cf46zKKOQPaM0xdQ/3xViG/t1+9J+lYlFHKHtWdOmqWQ6zfoaWTVbIjib/AMdNcvRRyh7VnRDU7NQcyknt8prNu7yKVGVMkk9az6KfKhOo2haKSiqIFopKKAFopKKAPkeiiiuQ7QooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvqHwp/yJ+if9eEH/otaKK1pbmNbZGvRRRWxgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAf/Z", "path": "000565.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000566
Men Tshirts
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", "path": "000566.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000567
Men Tshirts
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", "path": "000567.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000568
Men Tshirts
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bUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+ZTSjg0poAQ9aKQctT6ADoKbSnmkoAKSlpBQAUjcU6mtzQA1elJk7qcowKQj5qAHdqYeTT6Z/HQA1lwc0lSkZWmBSRwCfwpgJwaQikORmlDZFACFKYUzUh4FLwRQBWK44qMpnirZXNRhfm5p3AbY3QjuBZsfvAsn+Fa1ck0pF/8AaQcCOYKD+PNdaKmSAKKKKkApCcDJpailOcLn3NAEc2ZlKAkKfTvWNL4btLiUvMrSZPR3LD8ulbijGaTJ7VSdguVBY28URXywRjGDXPRwG3eWzUHylYmP/ZTjj8DXUsm4c8iqz2ali3fGB7VSY0zMjjeTGOPSr8Vu64yRVmO2VVGBUwTHpQ5CGocAA/nUwNM20u30qWA2SCKYESRq2fUVEdPtj/yzx9DVjJFG4+1S4p7jUmtmQrZW68iJfxqDUyIdOlKKMnACjjJzVwsawvEF1Itm7R4+TIyfXoP1pxjbYd23qeU/F24WC/gh3h7kL19O2PbpXjlxIYpQjnLjIA9z1Jr0H4hSl/E08U0jSTqoyT2NcKLMJNJI44Vsk+1Q9zbokU/KMY3EHB4qozAPlumeRW/cGM2XyR/us5WVhgk45A9qxTCGG5yQT0FMlliFY4XWRWypGSD2qSM7IIpoQfllIZfpz/KqnUABSMelaVtbS2UqTzxNNbj5pFQ/dHTn9KAPUPh54ej1W5bVpIgFdvLhjxwoP/1smveYohEAFGB0ry34TzR/2SgzkLwoPp616oGDAcir6ET3sSjnik7UKaaTxSIIphlTWekxtbkSDlTww9qvyNxWdMuTVoDbVg6BlOQRkGn1laZcEEwOfdP8K1azaswCiiigAooooAKKKKAGucKaqN9+rEhy2PSq7/eqkA9OhH404HDfWmKcMD2NK36jpQA/vQT1poboadxn60ACjilJoJxVO/u/sdv5xaFVB+YzPsGO+Dg80AW6QmvE9c+PNhY68yWNtd3NpD8jx7I4w7jOfmO44+gFOi/aN0VgDLoWoIcchZEYD+VK4HtOc04CvGG/aM0BV/d6LqbN6Fox/U1zXiP9oXUr+0kttD0tNOZxt+0yy+bIvuowAD9c0XA+gr/U7DTY/Mvr23tUxnM0oT+dcnffFvwPp/EmvwTH0tkaX/0EV8lXt/ealctcXt1NczMSWkmcuT+Jqlmi4H1Hd/tA+DrckQxaldf7kAX/ANCIqqn7Q/hVo976dqqMD9zZGc/jur5moxSuB9Dal+0bYohGl+H55G7NdTKgH4LnP51xOofHfxreOxtpbKxU9BDbBsfi+6vO4bC5mPyQtgDJZhtA/E8Vp2fhaS55n1fR7NfWe9Vj/wB8pub9KAN9Pi942eUfaNcuXi7rEI4if+BBOKt2Hj/xJf6itxb6dJfyrwgeS4uMn33ORj2G2uz+HXwv068he+TXhdIrDLJpRXB/2JJ15H+6K9q07SINHh2QSzvxjdLJn/ACmBy/gfUfFmr27T+IdJj0eKMARQRx7TJ65BYsAPoPxrrgdjc9Km6VHIO9UgHkZXNRq2CRToW4KntUMRyjf3gTQBOhyTUd2/kWzy+gp8IyxPaq2sHMUUA6yPz9BR1AxrgGCwgz9923n+ddgpyoPtXH6u+65ES9I028etdgn3R9KJAOoooqACqYk3yFqsTNtiY+1UEODVRQF5TkGkzUcTZP1qTFAATR1paM4oATBpcGkzS0AFFFFJgFFLSUANasDUz5rLAeVB81/oOn6/1rXnvLaGVYZJ4klZSyxs4DMBxwD15rD1i7tNMtp5Ly5gjYjzG8yQAj0GOuO1Uionzz4vla58TXTbiW8zapI64GP51SeNrnUYrJIWc9TGvcgdz6d6m1sh9ZlkTOxpDLuPPDcj+VMsYbpzLq8TOHiy023+BCcc1n1N2UdURvtLRSSK3lHHyj5QfQewpslmkNmUljJncjbjqBS3ahdaZfvQmbOc5yCOK6210yX/QpjEGw32dgeoYENn6dKLXEctdeHHtI7FmY5uGBb/ZGcD+Rro9MtWgecynzLdYnT5hwRjnmup8W6UEtIXiwyRRqrkDng5Bx/vZ/769qp2mmvqttGI4zFa53tjlm9foOwz1NNqzGtUbPwwQxosag7Sm4+xyAPzzXscQGwGuP0DQk0yzS4RR9pbDOo6beyj6Cusjcsg9KpKyMajTehNnbn6VFvyuaV2+Q/SoozmI+1NIgkX5hVeWLgmrMQ+QUrLkkUXAySGSQOhwynINbsUgliVx0YZrNlgO0nHJqXTplBe1JPmKN+D6GiXcDRoooqACiiigApCcDNLSEZGKAISMk0xx81TbCPemNVARAclD36UvLDB+8KcQGAoKkgEfeFAEDEjI/KgzBkGfXFSkBxz1qleBoY2lUA7eSD7UwLqnj1qO6s7e/t2t7qCOeJusci5U/Ud6IJTLEj7Su5QxVuoz2rlvifqeqaP8AD7U7/R7lre7h8siVQCVXeA2M+1JgfMnxEktJPH+tfYYFgt0uTGkaIEA2/KcAcAZFcnVu9vLjUL2a7u5WluJnLySN1Zj1JqpUgFPUBmAJCgnqe1S28ElxcxW8S7pJXCIPUk4H619ND4GeHF0uC3WA/avI2y3byOzeZx8wTIU9+D7daAPHfD/w6Gs2q3QvL67QtjbpmmSzA+v7x9iA/ia6tfglcTSQtZ6ZrHlg5kF/NbwZ+mwuRX0Bp1hbaNpsVlY26RwQIAscSBc4HoMDJrR70AeM6f8AB6aBAE0Xwzan+/ctcXz/AKlF/SuitvhpcoAJNfS2HddM0m2tx+ZVm/WvQ85pp64FMDjovhtoYObubVb4+lzqEhU/8BUqP0rVsfC+g6WQbLR7GFh/GIFLf99HJ/WtpiFGW4+vFV5bq3iG6WeKMeruB/M0wJgTnqTTj0qKKaOZQ8UiSIejIwYfmKl7UAR96ZIMinE8mmE8UwIlfY9RA7LtlzgNinSn9TUFw2JA3cUwNOAcVm3kqnUy7H5II8n61fEwjtjKTxt3VzdzKXDDPLHc5/kKEBHbq15qKZ6vICfzrt65bSoQl7bhvvOS34AV1NTIAoooqQK93zGFHc1WVDVuYBivtUYAGKtPQBqAgg1LmopZliUk04HIB9aQD8mlzTQaUUALS0UUAFFFLilcCjqWp2Oj2T3uo3UVrax43yyttUZ4FfPPxJ+LOp/8Jnbv4Y1r/iX2caMhgbMcznltw7jtg10X7RerBNJ0jR0kG6ad7mRAedqjapPtlm/KvnahgdP4u8bav4z1WPUNTkRXhXZCkK7VjGc8d8571g3F1PdyGW4mkmkIALyMWOB05NVqKQFtLy5jXCzSAYxjdxjpXTeHfF11YTXFu0Edy188SSO5wQg4ZR9RgfhmuPrT0G1kvvEOmWkJAknu4o0J6ZLgD+dA7s9A1DwdfaU89w9vNPYPLIm+MZ2KrFQR9MfjUWna1eaeygutzGowgJ9Oh+vFeyeB/D101vpuqXEjLG2nPBcwPwXmE7EMw9QCwzW/c+BdCuZWkawhVm6lUAzTt2NFUXU5LRfE1nrclogixcTkh02fcwMk89vermjaCkczTWzNH+9YuAcqVB+QY/Wt208KaVo9y09jEBOy7dg5z9B2rT0/TmsrZYm5JYu/OeTVb7g5JLQmtEdRh1H/AAGrq4X6GhVAWkcDrQZDZmBQ1HH90j1GaZI+eKSNsKPbinYC3H92nqKZGMKM1IWVFLMwCgZJJ4FSAkm1ULMQqgZJJ4Ari7TX45PFgmRv9Gb9wD6jsfzqPxR4hN2jWdm2IDw7/wDPT2+lctGShBz0rnnV1sjsp0Pdbl1PaBS1maLfjUdMhuM/ORtf/eHWtKtjkas7C0UUUCCiiigCvcSCC2llPRELfkK4XTbm6tfmguZFBOShO5ST7H+ldZr8vk6JdHOCy7PzOP61yFr90Vz1pNNWOvDwTi2zprXXI2wt1H5bf315X/EVrxukih42VlPdTmuNPTIqWCeS3+aJ2Q/7JohXf2gnh1vE61vWqty37oj14rJXXriNR5iJKP8Avk/4fpWVrviqOPS7lVtpRM6FEwwIDNwDn8a3jUi+pg6U10Oi0m7e70+OeRNrMWxjoQCQD+IAP415d8Y/Elxa+FNX0gi7aSa8hTzHhCxiFl3jYwHPKlTnnPsRXqemSK+m2uF2kRKCPQ4qr4js9H1bSX0nWjG1veERrEWw7NnjYOu4e1WzM+I6K7PxKujWWjf2dprqlzHqVx50LwEyiNWKxEyHtjPyjuc1xlSB0/w8shqPxC0G2IyGvY2P/ATu/pX1n4p8WaT4Q0t7/Vbjy0ziONRmSVvRV7/XoK+MLO8ubC6S6tJ5IJ4+UkjYqy9uCKLu+u76TzLu5muHH8UshY/rQB7PrX7ReoO7JoejW8CA/LJeOZGI/wB1SAPzNcje/Gvx5eMQusrbKf4YLeNcfiQT+tefojyMFRSzHoFGTWzpXhXX9Znlg07SLud48eZiMgJnpuJwB+NAG1H8WvHUQYL4kuju67lRvyyvFUL74heMNSUrdeI9SZD1VZyin8FwKvn4X6/Dj7dPpViT0We/jLH8ELGp4fhPr0zDyP8ASge8Frc7f++2iC/rQBxL3dzM5aS4mdj1LOSTXX6D4d8bTKp03Qp5EZuHns0Of+BOM4+hruNA+DF20iHUPDk3B+Y3WsoiEeoWOIuPxIr2rRfB+haAyyWGnpHPtwZZJGlf6bnJNMDnfhzp/i+ztJk8SW9jZRqQYYrVEDP679uenGO9egdqbjinDpTArscMajZ+cU9z8xqBuaYDZHBODVSdtwVvSlmYrJgmqsk4GM9MVQE+oXg+zwwIeSMkVUgjDfPIcIvJqqJGmlwvJPU+lTSMzqIY/uD7x9aALWmXHna7E54ByFH4V1lcNp8hj1OB16BwP6V3NRLcAoooqQI5BnFVpX2AnrSaldix06a5Kb/LGducZ5rGl1uzuIQyTouf4XOCKqLV7D5W1ckmmMsmM8VpwPuRfpWBFMsnzoyuPUHNalhLlSpPSra0EaYpRTVPFOqAHUUnNLQAorivH2sado8GnT6rYyXdgkks7BSdqvHGWTcBwQSMAHjOD2rtK53x5ayX/gTW7WNYi0to6/vn2ovH3ifbr+FKwHyF4n8R6h4r1ufVtQfM0pwqD7saDoq+wrErdm0VrTR01C6uEi+0c2kJRt06BipkHGFUEEZPJPQd6wqQBRRRQAV0XgMZ+IHh4f8AURg/9DFc7W/4KkEXjrw+5OAupW5P08xaAPtraFBAFLjilPf60UwGbQOgGaQjNPNNJpgIaryvgVI7ACqM8v1ppARSSkBselFvIXkIb2NVplaZHQEqGUjIPOat3Fr/AGfZi5eRmCKPMOP14qm7AXmnjhgaWVwsajLMe1cXrOtz6kTHFujth0Xu3uf8KTUdZOouIkytsh4H98+pqsdpXOK4a1a75YnfQoW96W5mSKduT1qpJ8prTlXIIxVGROMVzpnVY6fwPqXl3MllI3yyjcn+8Ov6V3teM21y9hexTxnDRsGH4V69Z3Ud7ZxXMRykqhhXZSldWPPxMOWV+5aooorU5gooooA5zxfJs0dU5+eZQf1P9K5yAgKBXQeMc/YLbHTzxn/vk1zUR6Vx1/jPQwy/dmiDkCnDpnvUUZyop5+71rNFtEE5AHFY9xbm8vbSEfxXC5+gyf6CtWZuDTNJi8zxBZDHGZG/JR/jWtJXkiZ6QZ2UEIijVRxwKWeI4M8MULXaIVieQfdzjIz1A4BIHXFWCuGxSgV2nnHyp4rsLDT7HxQNV08/8JANXVIp4uI0RhvPA4AIBx359q82r6y1jw7baj4g8Y6bcxB01bSLe4TI6SR+YmR7ghD+NfJpqQCtbR9D1LXr5LPS7Ga7uHOAsa5x9T0A4PJrJr2P9nrVWtvF9/prPhLy03BfV4yCP/HS1AG38NPAHiC3vb201meXRxEiMRZeV58nJAzKobaBt6Ag/wBfWbfwdo0D+ZLDNeTNy0l5cPMX+uTg/iK3wAMkU3aBnHc565qgGWlna2abLS2ht0/uwxhB+gFWG56801ac1ACVH3qSmEc5oAKUUCigCrMcE1WEg3Yz1qe6+WsuSXYwbuOapAJfS7Zj7DFZU0ykkE8DrTb2+RZlRpF86UnYhYAn6U+1iDupcLxzimBNbRsy8Dbn9KluF8qLaox2rQjTCjA4HpXOeIdbttLyjESXB5EQPP4+gpNpK7Gk27I1dOtnnu41iGNrBifQCuxrlfA1++o6GbiUKJDO6tt6cYx/Oup7VDlcGrOwtFFFIRheKZPL0Ob/AGyq/rXncg8xNp5rufGkuzTIk/vy/wAhXDqMrmuas/eO7DL3DPWOa2mMlvK8Tf7DYrf0fxLcW93FHesHiY7WkIww/wAazJkGDVESPHcRvH99WBX6g8VMKkk9GaTpxktT2SGdJB8pqYVBb5aBC6hXwNwHQHvVkCu5nmgPrSg0UvapAM5rzH4w6vcHTLHwrpqSSahrkojZIRlhACN5/HgfTPpXpp4GTwPU14vD4r0ywu/EXxD1OZC0hfTdChY/NJHFwWQejPyT259aAPKfi1eW8vjeTTbLAs9JgjsIgBgDYPm/8eJrg6s3dzLe3c11O26WZ2kdj3YnJqtSAuWFlNqWoW9jbgGa4kWJATgbicCtm90Aaf4U03Vn+0M95PNETsHlRiM425zncTk9hj15qp4QV28ZaIEBLfb4MY/66LXsd1obXXw/+IehyBdmj6rJdWYx8yD7/X3XP5mgDwKrum3f2DVbO85/cTpLx/ssD/SqR60UAfedtcwXtrDd20iywTIskbqchlIyCPwqevnj4GePp4b2PwjqMpe2lBNizHmN+pj+h5I9D9a+hiaYBn1prMewpSajkJA4NMCGaV1H3aoSzMx6VbaN5Or4FVZ5EQeXH+LVaAjhUyXMa+rAV0DKGUqwBBGCD3rI0uPfdFz0Rf1NbVRLcDzfxDpB0m+EkIP2aU5T/ZPcVUhbeteh6pp8epWEts+MsMqf7rdjXmyq9rcSQSrteNirA1xVoWd0ehh6vMrPcmkGPeqjqME96tuwYVVlJVjXOdaM64XjjrXdeAtT8+zlsJG+eI70/wB09f1/nXDzsewqxoOonTNYt7jOEDbXH+yeDW1GVpGGIhzQPZKKapDKCDkHkGnV2nlhRRRQBzXjP/kGW/8A13H/AKC1ctC2ea6jxp/yCYP+u4/9BauWthlQK46/xnoYX4DRi5WpG6U2IfLT3HBrNGkilKPlzVzw9Hu1yFsfcikP54FVJfStLwwudVnb+5bqPxLGtqK94yrP3GdS33xRQ/GDS12HAcz4gcWHifw9qD8QzyS6ZMfaZQyZ/wCBxgf8Cr5F8S6a2keJtT09kK/Z7mSMA+gY4/TFfZHinRm17w3e6fE+y4dA9vJ/cmQho2/BgK+ZPijA2oa1B4jih8sahaRy3MfeKdSY5FP0dCPy9aTA88r0L4KmUfFPSvKUn5Zd/svltk157XSeBvEP/CLeMtM1c5MUMuJgO8bDa36E0gPtM9KY1Qz6hZ22mtqM1xHHZLH5pnZsLsxnOfpXgHif9oHUZ5ZYvDljDbW4OFublfMkYeoX7q/Q5qgPohfQc02e4ht0LzypEg6tIwUfma+NdR+JHjLVWb7V4ivtrdUik8tfyXArn5r67us/aLueXPXzJC2fzNK4H24fEGihN/8Aa+n7CMhvtUeP51hap8TfBmkqxufEFo7L/BATK35LXxtmkzRcD6bvP2hPC0EpS2sdTuR/fVEQH/vo5qsP2gtMuQVtNGkVgM5u7pIl/TJNfP1jomq6nKsWn6bd3TtwFhhZyfyFemeGvgdqmqRRy6rHfaeG+8kiRJj8d5b80FAHfaZ8XLfXLoQynRLQE4G++k3H6ZjAP510l1q9sbS4uEkEiwqWfaD2GccgVzkfwO8IaVbGWVb29lUZ/fz4GfooXNaGoRpJps1rEu2KOBo0UHgDbgCqWw0rnndxqNxqt0by4P7xjwB0QdgK6LSdV1KMALeS47ZO7+dctar++2e9dRYRYUVxyk09Gd8YpqzNifVdRkhIa8m6fwtt/lXKXH+sJPJPUnvXRyriM89q565XBzWfM29TRxS2R6j8MSf+Edn5/wCXlv5Cu2ri/hvFt8MFiMF7hzn1GAK7SuuOyPOqfEwoooqiDkfHRxaWn/XQ/wAq42M8YrqfH8pAsoh/tN/IVyMbjbzXJW+I9DD/AMMbcNgdazgx84EdQc1cuW+U1Tt1MlyqDkk4FTHc1lsez2UnnWsUnHzoG49xVsVRs4DZwRWzHJjRVz68VdU16DPKHilpoNLmpA4v4p67Jongi6FqSb6/IsrVR1Lyccfhmvn34r2EGh65o2hQS7/7O0iCGVeyykszHHqdwb8a9j8SXcGrfEpZLxv+JN4RtDfXRPQ3DDKr6ZAwa+bfEGs3HiHXr7V7o5mu5mkI/ug9APYDA/CkBk0UUUAehfBvRX1j4lac+3MNluupDjIG0cf+PEV614ystUXW/HGl6OubzWtJtr2NcffEZMUqr/tFcVN8B/Cf9i+En1i5jxd6oQ65HKwj7v5nJ/Ku01jS5pfGvh3V7dSRAtzb3BHZHj3An/gSKPxoA+LGUqxVgQQcEHtTK7r4taRHovxK1WGFAkM7LcooGAN4DHH45rhaANTQtQbSdfsNQDFWtriOXI9mBP6Zr7iEgdFcdGAb8+a+Ch1r7l0q8S+0Owu4mzHNbRyKfUFRTQF7dUMj+lNMlRs471aQDZZCFIHfvVFuuKsOd2SarGmBq6SmIpH9Tj/P51p1U09NlnH6n5j+NW6ze4CVxfjLTNjpqcK9cJLj9D/T8q7Sq13bR3lpLbyjKSKVNRKPMrF05uEkzy+N9y1HNz0pbmCSxvpbSX70bFfr700ndXBJWdmevF3V0UJic5qoTgmrtyvpWefvGlFlSWh614R1P+0tCi3NmWD90/4dD+VdDXlvgXUzZa39mc4iuhs+jD7v9R+NepV305c0bnkVock2haKKKsyOY8bHGlQ/9dx/6C1czZAkCuk8bNnT7ZPWbP5Kf8awrGPEYrkr/Eehhv4ZaHyjBod8jrSyDC1TklweTWSNWrjn963PDFuYzcTHOZQhGf7uDiuet431C8itIT80hwSOw7n8q7i0gW3up0QYRQiKPYLXVQXU5cRKy5SzIPloXoKH5FNQ8V0HIO714N8SrHTdN8f+VemaPSdXspEuXMZ8u2ldgRIrdM70QkcDOcnk17VP/aLXsKQCFLMKWmlJzITnhVHQepY/lXhHxC0HxJ451zUbixuJL6x0pGMiAFII3AJ8uEcmV8dTjljgcUmB4tNH5U0kYZXCsVDL0bB6ioK07fRdUu7s2ttp13LcB9hjSFiwb0IxwalPh3Wo9QfT20i++2Iu5oPs7lwucZwBnHv0pAQXGr6ld2sdrc39zNbxKESJ5WKKB0AGcVnVbWyunE5W2lIt/wDXYjP7vnHzenPHNdj4c8EeMWJ1Gy0x7WNULeddwqOnI2q4JLHHGBk9qAMW18F+Jb3Tn1CHRbz7Gi7zM8exSPUFsbvwzW1ofw2m1aFJW1IM7f8ALCwtJbx1/wB5lAjH/fdfTGneENHjjiubu1+33rIpkuL8mZywHXD5Cn2AGK6RQFUKowoGAB0FOwHzhY/BC9lC4028Pfff3UVupHukYkb/AMeFdRpvwNSF9817Z2hb7y20DTEf8ClJH6V7NTaLAcRp3wq0OyTE11qt2M5KSX0kcZ/4AhArs7W1hsrWK2t02QxKFRck4A9zzUwpDTAo6iN1rIPUGuH25Vl9QRXdXvMLfSuL24mdfQmmNHl8SbdSdfQ11lgPlBrmpx5et3A9JCP1rpLE4QVxTWp6EC5MPkNc7eriukk5TFYF+menpWa3NG7o9a8DRCLwhYcYLBmPvljXSd657wUwbwhpxBz+7I/8eNdD3rtWx5kviYtFFFMk828dTFtaWPJxHCv5kk1zYY7eK2fFZabxDdjB4ZVH0CisZ4JEBPI/CuGq/ePVoK0EVrh+Ks+GovtXiCzi6gyrn6A5P8qzrl2CksK3Ph6Uk8TxF+oViv1x/wDrqqWrJraRZ6vdLtKyD6GhGzU8qB4mU9xVGBzsG7qOK7lqjzC2Oar399BpmnXN/dNtgtommkPoqgk/yqwjgrn0rzb4oeILe58Mw6XpMtrfzahNh40uVCtDEPNlBcHC5CBfxpAec+P9Vm0T4e21hMdus+J521TUcHlY2OUT6AbRj/ZNeLV0Xi/xTd+MfEE+r3SJEzqqJChJWNFGAoz+J/E1ztIArb8MadZ6r4jsrTUbyGzsXkBuJ5pAgSMctye5AwPcisSigD65b4t/D7TrdLaLXIvLhUIkcNvKwCgYAGFx096x7/46+EvJuY7Oe6aeJA8LSWxEcrD+HrkfiAK+XqKdwPRPix4s0bxlr1jqejrOu21EU6zRhSGDEjuc8HH4V53RRSAK+ovgh4hbWPAv9nytm40qTyPcxtyn/sy/8Br5dr6M/Z5jt18L6vIiKLo3oWRu5QINo/Al/wA6a3A9cOaYRmrBX1FN2g98fWtLgVZBhKrHk1cudoIG7NVUGZQP9oUAdDENsKD0UVJSDgYpayAKKKKAOD8d2HlzQaig4b93Iffsfyz+VcvE+ehr0zxJBHceHr1ZMYWIuCexHIrym2LFx1xXHiI2dz0sJO8bdie45BFZrr8x4rYkiyhPoM9KzZFG+udM6+gyCV7eaOdDho3DAj1BzXt8EolgjlHR1DD8RmvD3HynivatNBGmWoPURID/AN8iuzDvRnn4xbMu0UUV0HEcv4yjLW1q/YTY/Mf/AFqyrRQFFbfi9lXTISevnrj8jWLasCgrkrfGd1B/uySf7hrEvM4wOpNbM3IPpWPeDa2R61nY2TL3hHMfiEK3O6B8fmK7oqBcOR3ANcNojBPENm/QNuQ/ipruyf8ASCP9kV10fhOLEfGDdKiU4NTdqhI5rYwFYB0ZW6MCD9DVbTtNtNKSSKzi8pJJDKw3E/MQB39lFWRSgUAKqqrFgoBPUgcmlON24D5sYz3xRR2zQBVis7S2ed4LWCJ533zNHGFMjerY6n3NWBkkZ5prcnFPTrQArIrqVdQwPYjIp9Heg9OaAG009KdTW6UAANB6U0GlzQBUvf8AVGuPkGLt/fmuuvj+6NcrOP34PtVIaPNdVUJrtwQOsh/nWzYyDYPp3rH1zK+IrxB08zP5gGrVpNsQZrinud8NkbhkwtZtzGWzgVZti1wTgcVcls1WLpzWTNUdr8PLjzvCsMfeCR4z+ef611tedfDm7EN7qGnN/EBMn8j/AEr0WuuDvFHnVVabCiiirMzzHxEpPiq7/wB5f/QRQIVaLBANTeJUMfiiY/3grfpj+lLDgpXm1vjZ69H+GjIu7CIofkAqhpDf2VrttcqcKkgLfTv+ldDcICpxWHPF85Ip0nZjqJSVj2Yn5CR6VnAEkjGPWmaLdG60K1mz8xiAJ9xx/Srm0Ou4V6cWeQ1Z2I9rJyORXz58Zb9ru/vbl7eE2doBplsSWH78gSTMoBAOBtXJyOemenvuo6hFpOk3eoTnEVrC8zfRRmvm/wAc3aP4OivJGDvLIbS3PUPKT5t3KPX5ykQPohoYjySiiipAKcAWOACT7V0OneDPEWr21pcWGkXVzDdlxC8S5UlDhsntj3qzoPgfxbq8ss2k6Tdl7R8M5/d7HHbLY5HpQBTtPBviW+tDeWuhajNb8HzEtmIOfTjmtJPhtrcSh9TuNL0hT21C/jif/vjJb9K958K+BbbXPDtpe+ItR1W/1CRGS4X+0pgisrMpTCkdCCD2yDiut0zwH4U0hg9loFiko/5avEJH/wC+myadgPlHWvCQ0Wyjul1rTtQiZirmzErhDjIyxQDnpwax9V0u50i9a3uYJImKrIgkUqSjDKnnsRX2V4s8OweJPCGoaKyIouISIsDASQcocezAV81+LNPutU8AaRrk0TC90l20jUQeq7D+7Lfh8v4D1oA83r1r4EeJk0jxZPpFw4WDVECoSeBMuSv5gsPqRXktWIJ5La4jnhYpLGwdGHVSDkGkB9zkd6iesfwZ4hXxP4T07VxjfPFiUDtIvDj8x+tbTMvcVogKMvL0Wy7rqIf7QpZCNxx1p9gM3sf4mm9gN2iiisgEoorL1rVU0jT3nbBkPyxr/eahuw0m3ZGB4w1Uf8gyBss2DMR2HZf61ztragAcVDEZLm4aaVizudxJ7mtaNQFrz60+ZnrUKfs42K9wgMRBrDuVC9K3bpsA5rnrktNOI0BZmOAB3rKKuzaTsrlrQtLk1jV4YMHylO+RvRR1/wAK9hACqAOgrC8MaGNH08BwPtEuGlPp6L+Fb3avRpw5UeRXqc8vIdRRRWhicr43yNOtiDwLgZH/AAE1jWEmYxzW/wCNIvM0Ivj/AFcqt/T+tcrpkvygd65a3xHdh9YWNOU8Vm3a7ga0JGytUphwax6m6WgmkyZ1XTx384A138hxd49VrzzS8LrdnnoJ1/nXfyv/AKaPyrsobHFiPiLNRMOakBzSMCa2OcZSg0mKQjHNAD+tLn0po6U6gBnO6nqOaDTQcE80ASijtTQeKWgBO9NanHrTTQBH3pc0hpM4GadgKt6coR7Vy8/+tH0rpLxiY3/KuckGZR9aYHnGuYPim7/3h/6CKt26Iycj86o6xz4gvHB5EpH5YFW7dt64HWuOe7PQhokbGnbcNgfStOUAx4x2rN05Nigdc9a034iNZstXbK3hmb7J40tT2m3RH8Rx/KvXK8VgmNt4j06YH7tynT3OP617T2rei7xOTEq0haKKK1Oc4XxnD5Wq2lyBxJGUP1B/+vVGA/IK6PxnambRPPUfNbuH/Dof51y9lJlBzXDXjadz08NK9O3YmmXisyeLk1rP8wOKozr8prOO5rLY6bwhdbtGe3z80UpH4Hkf1roYTjK/jXO+E4ANJldR87THP4AVufvEIbtXpw+FHlVPjZxHxhuJpPCdvoVm2LzXL6Gxjx2BOWP04AP1rxL4xzW1l4gsfDNgR9j0SzS3UDu5+ZiffkV7zr+iX+q/EHw1qjxp/ZGkQ3FzI5ccysuFGPbAOfY18peI9UfW/Eeo6m7Fjc3Dygn0J4/TFDIMmp4YXuJo4YlLSSMFVR3JOAKgr0f4M+HP7e+IdpJIm6109Tdy56ZHCD/voj8jSA+m/Cmix+HfCumaSgx9mgVH93xlj+ZNbBVXUqwBU8EHvQOlGcU7AMSBIYBFbokaqMKAOB+FP7c9aN1GRQAmKy9Q0XT9U0u9026to2tr1SJ1VQu/P8XH8XQ59hWrxRTA+Xtb+F0ljpOt2MUZbV9Gk+1Iwz/pti/RgP7yEHP1I9K8mr7ou9OiuL63vMBbi33Kr46o33kPqDwfqK+Xfix4IPhHxM09pFjSr8mW3PaNv4o/wJyPYj0NKwHpHwNv5bCy1LwvqAMd5Ey3sKMeHhdRyvqM4Of9qvXGfAwRXzh4U1XULrw5Y6vYp5ms+FzmMpybmyOd8Lj1UElfVS2OQcfQ9jqVtqmmW2oWjb7e5iWWNvUMMj/CqiA2YjPAxU2mjN5x/dNMkTEbOePSptLU+e7dguKb2A1qKKKzAidlRC7EBVGST2FeZa7qj61qpZCfs8fyxD29fxrf8Za35Uf9m27fvHGZSD0HYfjXK2UPINc9edvdR24Wl9tl60h2r0q25wvHpTU+VPSoZ5dqnNcTO9FHUJ9sZyf1rW8D6P8AaLhtUuFykZ2wg927n8KwbW0m1rWI7OHOGbLN2Ve5r1mztIrG0itoV2xxqFArqw9P7TOPF1bLkRZooorrPPCiiigDL123+1aLeRAZPllh9RyP5V53YvjntXqki742X1BFeVWybJHiPBRiPyOK5662Z2YV7o1wcr1qCXvT4+ExTJOhrmOtFHzWt5lmQfNGdw+o5rtdOujeWFtdnrIgkP48muJmXr7giun8JyiXQLMZztTZ+VdeHe5yYlbM6hDlQaUnBqKA/Jj0qUjIroOMMU0rQp7U+gCEEg4NOBzTiAaQDFACN0pm75qc9QZO400BZBzTs1Ep4qQGkAppppaQmgCM0xjgU81GeTTQFC+Oy2c96wgN0g9ua2dRO6IqPUVlYEayMT91aAPKdQkL6vcvnrMx/U1dtDkgZxVHUYzDfyqeoY5q3YnLKK4pbnox2OmsR8gq7J9yqtiAFFWZjhTWbNEc9qD+Xcxyc/JIrcexBr3FG3Rq3qAa8I1Ql5VQdWbAH1r3aIYhQHso/lW9DZnLi90S0UUVuchWurdLm1lgkHySKVP415pbxva3EttLw8TlD+Br1PtXB+K7T7Hq0d6oxHcrhvZx/wDW/kawrxvG/Y6sJO0uXuRLgrVO5XANWoDvQGo5IXlcIoyzHAHqa5UdrN/whu/s6UMCFMpKn145roMckVUsrZdPs4LcchFwx9T3/Wr2ARXpRVopHlTlzSbRzfjW9bTPA2vXKtho7CYof9raQP1r5r8TeFrHQvhr4av2ixqmpSSyyPk58rA2qRnHoc+9fSnj21F34B123MRkL2UgVR1LY4/XFeF/HxBZ6r4e0tD+6s9NEajtkNt/kooZJ49X098AfD40/wAFTavIuJtTnJU/9Mkyo/8AHt5/Kvniy0iS80bUtRDER2XlLgDlmkbAH6E19meGNMXRvC2k6YAMW1pHGcdyFGT+eaEBrZpaSjNMAxSYNKDS0ANyRSb6caQ80ANJBFYHi/wrYeMPDlxpN38of5opQMmKQdGH9fUE1vlc0m0igDxr4feA9X+HV/e6nfxQXcLn7PKsBLt5PBEqj2P3lIzjkeh9Q0bTLPRNPFnZLttEdnij7Rqx3bV/2QScfWtGZTsyOoqoys/sKaQEVxMZTjsKt6SPmm/CqbphsVd0s/64ehFOWwGlWXrWqxaRpsly+C3SNf7zdqvySJFG0kjBUUZZj0AryjxHrj65qmIyRaxHbGvr7/jWM5cquaUqfPKxWSSW+upLiZi7uxZifWtmGJUQe9U7G3CqCRV5mxz6VwSd2erFW0Fkk2jFZN7cFsRpksTgAdzT726CggHmuj8KeHWUpqd8n7w8wxsPuj+8ff0op03Niq1VTjc1PCuhf2TZebMv+lzAGT/ZHZa6Silr0EklZHkSk5O7CiiimIKKKKAE7V5hqMZtvEF5H2EpI/Hn+ten15/4utzBr8dwB8s0YP4jisayvE6MM7TsRR8/SmyDBxS253Rj2FLIuRXId63KMw6VpfD+fzdHK5+5PIv/AI8azrjgLx3qb4bNm1vk/uXcg/WurDbs5sT8J38fDH3qaoR61IDXSzhEYYORTgcig80wfKcdqAJM0lHamn60AI1QH71TGoD96mgJl6U8Go06VJSAWkPSlpDQBG1Rt0JqRqjPemBk3DE5+tUb2PyrE5+85xWr5Q8wliOtZWsyZlSMHgDNUB5l4ihMV+W7OAR+HFR6efmWtbxTBiKKTuGI/A1iWDYkFcdVWZ30ndI7Cz5QetS3BxGaisyTGDTb1yIz9KwZujBk/fazax5HzToPzYV72BgV4Lp6mfxDp47tcx/+hCve+1dFHY48V8SFooorY5RKx9f07+0tJmjUfvVG+M/7Q/zitiik1dWY4tp3R5tpr74ucg1uaRZma+ExX5Y+c+9VIdNaPxDeWicJv3j2U8/1rrLWJIYwqABR0rClSd7vodlWsrWXUU4IINPVscGkZBmjGOldZxEhAYYIyD6183ftGQlPFWky9nsiPxDn/Gvo9W7GuL+Ifw/tfHFpbNLI8dxZpMYtv8ZZDtBPswU/nUsDwnQtFuNP8IwC4QmPVNa09EwOGG0uf0Zfzr6u2gcDgDiuRt/DNtqGg+FxNbG0XTmgu1ttuNjiPGwj2J/SuuBzzRYBKKXikJoAKM03mk2n1pgPyKTimYPrS7c0AP4pCQKMYqCR+cA0AJO5YbV6mqzqVUjNT4xzUbKSpYjAFUgKyrk5q5pf3Zj/ALVVkGIGPf1rC13XZNF0d1gBE9w21X/ujHJ+tKT0HFNuyM/xz4l3M2k2b/KD+/YHqf7v+Ncvp0JdgxrLjLTzksSSTk101hEEQE1w1JXPSpQUVYvxjYgFVby6Ea9akuZhFGDnrV/w34dOrSi/v1P2VT+7jP8Ay0Pqfb+dZRg5OyNJzUFzMXwx4ba/kXUb9P3IOYo2H3z6n2/nXofQU0AKAAMAcACnGu6EFFWR5lSo6krsWiiiqMwooooAKKKKACuV8a2hl02G6UcwScn/AGTx/PFdTVLUrUXum3Fsf+WkZUfXt+tTJXTRUJcskzgLJ/kHPFW3HFZdi5XKuCCpwR6GtTIKiuE9S5n3QI7VJ8PF8u51mL+7eE/mAaddrmMe1QeDZfI8XanbHgTxRzr74+U/0rfDv3rGOJXuXPRc8UueKXAIpuK7Dzxwcd6U880zZmgEjg0AOyKT8aKKQCMajAGaeaZxn3pgPFP701etOpMBaQ0opCPegBjVXbOTU7fWoWzVAQ+Xzk9BXP3x33cjdgcCtm8uDGm0Hk1jS/OzE96YI5rxNBv01iBypzXH2jYkWvVYtOj1GY2kqgiWGQAH1xwfzrymJTHcNG3DKxB/CuastTroPodfYufKFF+2YiO9QWDExgY9qs3EWVJNcjOxIzPDsYk8W6VG3T7QCf1P9K907V4h4TxJ440/POJCf/HTXt/auqj8JwYn4wooorU5wooooAz2tQmpyXPGZIlT8if8RUsfBxSyNmbjoOKUdc1S0QXuOak4p3WmsMdKAEYY5pQ/rSg5FLtFABkGgYpPLB6cUbSO9ADs0YzSA0tABtoIpc0UgEx7UvSgkDmo2kFG4CSv1A61GsYHJpNxJ+UdaeEJ+8eKoBOvA6CoJ3J+RRUztgbVpsUQ++aaArzr5VqF7muN8aw79JhcDlZQPzBrr719zhR0FYHieLfoMh/usrfrUz+Bl0/jRwVlbYYHmttH8tBzxWfanb9a19O0ybWroQRfJEvMsmPuj/GvPs27I9S6irstaNora9eLJIGWyiPzt/fP90f1r0SONIo1jjUKijAUDAAqGzs4bC1jt4E2xxjAH9T71aHNdcIKKsebVqOo79B1FFFWZBRRRQAUUUUAFFFFABRRRQB5vrFv9j1+6jxhZG81fo3P880+NvlHvWr40t8PaXgHIJjb+Y/rWLCSyda4qitNnpUZc0EOnUGJvXFZFlL9j8Z6VP0WYPbsfr8w/XNbDkFcVz+s7oY4rpeGtpknH/ATz+hNOk7TQ6ivBo9bU8UtVoZ1kto5QeHUMPxFSCYdDxXfY8wlprYpu8Gmke9FgH5zQPpTRSjg0ABxUfGetPIJpu00wHLUlRrkU7NIB2aaWFBPGKTFADc5zxUM7iNCxqdiAKytSm+TbnrTQGfPKZXJ/KmxxFzk0+GEvyasPiGEmmA3Sf8AkYIxnhY2A/KvNPEtl/Z/jK/h27VaYuo9m5H869AspvK1SGbsJVBP14/rXP8AxOsvJ1+xvlGBNFsY+6n/AAI/Ksay0NqLtIz9PHy4rQuF/cn6VQ00blq/cn90eO1cLPSKHgNC/ji3yM7Ukb6cV7PXkPw4j3+MZ3Of3cDY/EivXq66fwnm4j4xaKKK0MQpCcAn0pahuGxER60ICunzMWPU1LjioYzU46VbBCqaUjIppHNKDSAaQR0pQx70+kK5oAMmjJpAcdadQAnNHalooATmjdS03AoADz3pu1T2oPHSkwTQA4ACgnAo6CoyNx56UAIME+tPkISImnKoUVVuX3fKKe4FJ8u5Jqhrke7RbkEZ/dmtPaFNUdZVn0ydVBLGMgD1NOWzKj8SOD02wuNRvUtbdMyMeT2Uep9q9T0nS4dLsVtouccs56s3rVTw7okejWQDKDdSAGV/f0HsK3BXPThy6vc1r1ud2WwtFFFaGAUUUUAFFFFABRRRQAUUUUAFFFFAGN4itftWh3KgZZB5i/Uc/wCNcTbN8o57V6U6K6MjDKkYI9q84aE28rRnlo3KH8DXPXWzOzCy0aJnGBms/ULZZoHjb7rqVP0NaOdy+9V5gPLOaw8zrSOi8JXy3uhQRSY8+BfKce68ZrcMQNcX4ZWNdRliLlXk+YYPXFdooZeGO4etejCXNFM8upHlk0MMOKAh9amB9aQrnpVXMxgGBRzQQRSbiOooC4u7ilDCmb6cGWgLjs80vamhlpN4oHcfmkLYFMLio3mVR1osK4ksgArKuh5k6DFWZJM/Menaqck3OR1pgTZCKAMCqtwDJgZ4pNzuT1pwgdsZ4pgZ94RDCNvUOG49uan+JVt9p8O212oyYJlbPswx/PFR6igDonUmtfW7U6j4Dmjxuf7KHH1UA/0rOpqaQdmmef6UfkGKv3ZAiJPSs/SSGRD2Kir18f3JzXns9VFj4YRZ1vVJv7sYT/x7/wCtXqVedfCxcrq8nrMg/Q16LXZD4UeZWd5sKKKKoyCq0vzKxPpVmqsrBT5eRuIyBnkimgI4hxUtJGAFFP25qmAU2nBTQQfSkAUBqQUEUAOyDRimYoye9AD8UmDQDRmgAwaXikyKKAF4pDSfjQelABjNGAKTJppz3oAJHwOKrsPlJqUjJpr4xVICsRlsCorgLvUMMjIyPxqyozJmqtycyNiqA36KigcSQRuDkMoNS1iAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQA0DgVwusRC11ydSMJKBKv49f1Bru65jxbaB7aG7A+aNtjY9D/APX/AJ1nUV4m1CVp+pgFhtwOlQTMCmf0qULiPr060xodwzXGz042Me+aSELMjOjxuGDI2CCPevQNJ1SS4hiE6nLqCrnv9feuPnjSRCsikr0NXItQv7bS/stslvMAP3bTBsj64IzXRQqqKtI5sRRc7OJ3RzjODSg1leH9TlvrJVuVVLpB86qcj6j2rZwPSupNM4JRcXZjODTCMVLtFJsBp3EQNjuKbgMcA1YMXuab5RHTFO4iLyyO+aNu0ZJqQhlH3SarS+a52hWAoERvISSBioWY+tSfZ5MYCGj7G544HFMChKzSNtXmpI7I4Bar8VmIx2J65p5XH4U7jKvlJEhOOaj3AIWxT3V5G2jAGcdar325YwgcAHrSAypn8+6Zz0UE/kK66zhEuhwQsMB7cKR9Vrl0gVIJ3xnCYyfc11el+Z/Zlv5n3tg/Lt+lTIroeUaZEYpGi/55kr+RxU2rtstmYntip7ZkOpX5ACgTv+HJrP1lw0bc8CuCW560NVc6L4UPutNUHfzUOfwNejV5l8KlfzNUIP7sbAfrz/SvTa6o/CjzKvxsKKKKozCvO/F91dP4gi8velvBHhZo2wQ+eR7dq79yQjEEA4OCa8zvpJpLlpI5nLFjuxhvwZT94e45rfDr3rmVXaxbtvEer265E8FygPCzDnH+8OfzzWjF4/s4iBqVnPa+rp+8T9Of0rl5pbdB80VqHxkkloz19KpGS0lkKPCu3n5hc10unTl0MlKcT1DTvEei6qpay1K2lI6rvAYfUHkVrcMMjkeorxS5Fs0AtYEijRZN+Fw2T3JJ6n+VXbV7iGLZZ3l1bYXC7Jjx6cHisvq19Uy/bpbnrwxRgeleSReIPEtuAF1dnI4PnRq2alj8feJLcgPFY3I56oUz+RqXhanQarwPVio9KbtFebR/FK7hVjd6GpK94rjGfpuFX7H4qaPdQtLJZX8SoQHYRhwv1wc/pUOjUW6LVSL6nc7aNtc3D8QPC80Syf2rHGrHaPNR059ORWrBr+kXP+p1Szf2E65/nUcsl0Kui9sNJtb3oSaKT/VyI30YGpRz70hkO007tUmKSi4EdMZvQVPioz1oAjAY9jTWUnoKmpDjr0+tO4EPlkck1TkQBj9adeatYWakz3cSgDJAbJ/Ic1zdx4ysZDItnHJMV/icbV/xqtUrsFq+VbnW6SzNpsW8YILD8ia0KzdDuWvNFs7hwA0kQYhRxzWkayB7i0UUUAFFFFABRRRQAUUUUAFZ93rOl6dPDDfalaWs05xFHPOqNIf9kE8/hXyh/wALt+If/Qw/+SVv/wDG6pL8WPGy6hcX41ofariJYZJTaQElFLEKPk4GXbp60AfYGo31vpWm3WoXL7Le2iaaVvRVGT+gqjpmo6lcQPPqemrYJs81ESczOFxkhwEADeylvr6/KF98XPHOpWE1jd635ltMmyRPskC7l9MhAaZa/FbxlZXE89rqkMM1w5ed47C3UysTnLER/MevX1oA+rNP8RC8sb3UZ9Pv7S0gmKQ+bbSebPGFX5xFt3jLFgBjJC574GRq/iCe48KwzvpEtvdX8siRW9y/leUib282ViP3Y8uPcRgkZC8mvm62+L/ju0a4aDXSpuJfNlJtYDubAGeU44UcDiq0nxP8ZTaRNpT60xsp1dZIxBECwclm+YLnkk9+9DVxp2dz3mS8uVjsYoIbe6vbuZ4USG4PlKUBZyzlQVVQMnK55GAcipp7ue3hto0ghuL66n+zRQwT5QyBSzZdgCAEBYkrnHQHIz88WfxB8UWFtbW9tqeyO28wx/6PEzAuCHJYrlicnkkn8hTI/HfiSIMBqW4NNJM3mQRvl5I/LcnKngp8uOgHQVi6SudCxEkfRlxbat9ngMdtp5ldmDlrx1iXHowiLHt/CKSwN01qbicWRTzWiU2lw8oJU4bl406HjjPIPpXz5F8SfFdvCIbfUYoIQMCOCygjVfoFQAfhRB8SfFtraQWsOrbYYEEca/ZojhR/wHk8nk8nNL2OhX1nVXPo37TLC4Kuy8YJU4P51M13q4jL2esyg4yFnRJF/kD+tfNrfEzxe/3tXz/27Rf/ABFIPiT4uClRq5weo+zxf/E0KE1swdam90elSfHLxJpOqXVhf6dp155Dld6bosj8Ca27L9oXS32i/wBCvIT3aGVZB+Rwa+ervUry+uZLm5m3yyHLNtAyfoBUHnyf3v0Fbpu2pyytfQ+sLL41+CLwhX1Ga1J/5+bdlA/EZrpbPxn4Z1FA1pr2myA9B9oVT+TEGvirz5P736CmmRj1x+Qp3Efd0csVwu6GRJVPeNgw/Sgxtn7r/ka+Fo7y5hOY55EP+yxFWP7b1UDH9p3mP+uzf407i1Pt7y2+84Kj3qMz26ZZpYlH+04FfD8moXsxJku53z/ekJqRWdlBLucj+8adwPtd9U02Bf3uoWaH/buEH8zVSTWtLxn+07AAnj/So/8A4qvjP65P1pCQwwVGKLgfYT+ItEtULS61pq4z/wAvcf8AjXJar8UvB9i7F9V+1yD/AJZ2kZf9eBXzQUQ//qpNoHrRzAeueIfjZc3VpNa6Hp/2USY/0idg8gHso4H417n4Nvnn8BaNeXDmST7BG8rEkksE5yT3yDXxnHE0sixRKS8hCqBySTwBX1xrd3/ZWhad4fhYmY26I5xgiNQB+GSMfgaiUupcYuTsjnbRXaGac9Z5DJk+5zVDVwGtN3IAPNbchCQjgcDpWPqw8y22jArje560drHUfCqDZpF9Px+8nC9PQf8A169BFcB8L5gdO1C3/wCec4b8x/8AWrvxXVHZHl1fjYUUUVRmUdUm+z6dPJ3C4/PivNrySFJ2dgwJ6+ldx4puBDp6JuwZH/PAzXCMI5SVfHPr3rtwy0uc1Z62I/knAQTvjoQxqu+lhssgBPqMVN9laNyV5HZT/jUSShDsYDjrmupeRh6jEjeDP7oEdyOtWY3hcYL7CR0YYqJ+FUg5BHSmSMjKFYcY9elMRPLbnAO0MvqMVQe2LBtvqTU5EsRzG5KY6ZxxUhutqESYO7jkYPrVITMsyJFHIJovMTjvyDSWUSC3nuolCuHxHgfK4HUEHtUsxSKOQMAQx/iGQKu+HSsWkvs3ZkLOdybhweeM89KJOw4nPalHF9ss4UtvkG+bypcNgH5ccdsrxVmHTkupMtapEg6kDAp0TGTxZdDcIxDGkWV4wdqMf1Y1rlDlkBJ+tRC1rjne9jOTR4o2YwylMfxA45q8kGoKiiHU7tMDoLhv8amMIEeSefQUg8wsTxtxTaTBNgl3q8DDZrN+ee8pb+dWIdc8TPOEi1WYIOrOiN/SoI3cgsU6D8cVNA+0A7CgPA5qHTj2Gpy7mpN4m1mDAa9T5uhMQzWPqvjDxC0qrp+qxiQr80HlJvz2Iz1z6VLdolzECByKwHt2Usu4NGTnB/L+VR7KL1SLVR7NnTnxBqEtqHe9lBAAcsdmDjk9qhe6jnQP57ToRyzOTWDHv3MFZyp6qRuGdw7HsFzWpFIY02wxRFO+LHr+HrS5VEq7kUdVujDZP9kBkLEFRGu4kegA5qKGSeNGFxF5UkqBlRvvgZ7+h9vatB3v3QKkckEXVt5WFR/3z81Yc9xEdVjiiPzOCpIBCkgDpnnvWNZ2ps3w0b1Yns3hPI8Labu6mBT+dblY3hgr/wAI5YBSx2whTu65HBrZrjWxrP4mLRRRTJCiiigAooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACrSN8i/SqtWFzsH0poB26k3E0AU7imAlFLkUh6UAavheFrnxbo8KjJe+hGP+BivpG+kN/wCK9RnYnEUnkIPQIMH9cn8a8I+FUfnfE3QFwCBcEkH2VjmvcGkK6hqsrdTdy9P941jU2OjDK8mLcnKt3xWbd8xkdeKtLMJCRVe8+5xXM9T0LWNv4YybLzVIOMkI/wDMf1r0qvKPh2/leKbhc/623PH0INerV1Q+FHmV1abFoooqzI47xtuElm2TtAfj8q5E7fPKudpHQetdx4uhlntLYQx72DEnkDjHvXHSaXeScNDn6sP8a76ElyK5y1U+Yi8x4SuBvQ9Vb+lJ5ltcjG7a5PR6nGn6iq7RDkL2LL/jSNo9y6qr2zL7q6/41tzR7mXK+xVuLV42JVcjsRj0qq4JJ38celaY0zUoGCRplT0UuCP1NNuNOvJosGAB+mQw/wAapTj3E4vsZ29txAwwIHT1oMuUAbBXr8w9qtf2Re7si3PT++v+NV59I1B0K+QeMfxr/jT5o9xcsuw4LHJZSYTO7PBGccVJotuX0xlYMSjSBcnBHHUURabqSRARgoT2JUjp9au6PYXca3IMO0FjnDDAJz0GfpUSku5UYvsciY5W13VXiGSt3IDx2CQj+tbex1PUjgHpTrHSL+LxPqJNt+6kmLg717rH2z7GtO/025WUskJyR/eHH60QmkkrjnFt3KLSEQth84PGO1IPNCJh8k9eKeNL1ARENEdnUfMuev1qZNPvVTd5TEjtuX/Gr5o9yOWXYYiuzj5RjGORUgY5VSoIx/CanjtLnyQPIbGeTvGf51aj0vzNqiF1I6jcMfzqHKPcpRZmSvGkYGD+eaoTLGQCQc4J5rpG0PeACjADoMj/ABqN9AVhzEePcf40lOK6j5ZHOiFTgqoCgdQKlE5hiKCQg/3ia2f+EXcn90Dk9mIwP1qufCd3JJuYqR/vUOcX1Dll2MtYRcYTzySeW+npVm20uGfUY7S9QrZzsGjuUI3wSgY/FSMflWivhaeD+M/QEVastBu5dRt7eTCxF95bcCcDk1lUcJRabNKfNGSaO20rThpmnRWnmmQR5+cjBPOa0KQDAAHalrgOptt3YtFFFABRRRQAUUUUAFFFFAH/2Q==", "path": "000568.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000569
Men Tshirts
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"path": "000569.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000570
Men Tshirts
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", "path": "000570.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000571
Men Tshirts
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", "path": "000571.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000572
Men Tshirts
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", "path": "000572.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000573
Men Tshirts
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", "path": "000573.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000574
Men Tshirts
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"path": "000574.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000575
Men Tshirts
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", "path": "000575.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000576
Men Tshirts
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", "path": "000576.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000577
Men Tshirts
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", "path": "000577.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000578
Men Tshirts
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", "path": "000578.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000579
Men Tshirts
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", "path": "000579.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000580
Men Tshirts
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", "path": "000580.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000581
Men Tshirts
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", "path": "000581.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000582
Men Tshirts
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", "path": "000582.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000583
Men Tshirts
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", "path": "000583.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000584
Men Tshirts
{ "bytes": 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", "path": "000584.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000585
Men Tshirts
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", "path": "000585.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000586
Men Tshirts
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", "path": "000586.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000587
Men Tshirts
{ "bytes": 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", "path": "000587.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000588
Men Tshirts
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", "path": "000588.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000589
Men Tshirts
{ "bytes": 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", "path": "000589.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000590
Men Tshirts
{ "bytes": 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", "path": "000590.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000591
Men Tshirts
{ "bytes": 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"path": "000591.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000592
Men Tshirts
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", "path": "000592.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000593
Men Tshirts
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", "path": "000593.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000594
Men Tshirts
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", "path": "000594.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000595
Men Tshirts
{ "bytes": 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"path": "000595.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000596
Men Tshirts
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", "path": "000596.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000597
Men Tshirts
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", "path": "000597.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000598
Men Tshirts
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qdPhjhkvr+5naGJIyGAPzyE/w57Z7muYniDzOyIY13fLGeDzzn9aRsVLUq90FflUU5Oa7i78Px3XgA3MO0PbuJm7ZBGPxPT864qKyJkKxb5HJyABwRjPfvW9pPiOfTYZtNfMkUqkRK/RJDx/j9KED2OKuo2DCTtjNdX8M7rZ4p8n+Ge3ZT9Qc1zU6O9x5IK7WfbkcgH147V2Pw00aVdWe/kHyqDGnv6ms6mkHcqndzVj1cxPEd0TFT7VG93dqv8Le9aaxZSmeQGyCK41Jnfoc5eX10ykNhfpXKalcOSepJruNSs8IcVyl1p5lc4H41UWTI4S9TLO7ZwBWdJOqyW8uzDpwff0rp9V0/DBDwoOT71y16BwydWzx6V0QZzVEF5KJo1HHJ6+9O0u2LFtx2xqTljVFiWby+uBxV6R2/sVQpKljgn1rUw6i3WpDzFS1+WNDjd13H/Crlhrl9HPkTMpyxV0OHO4YIyOdvtWDGu0gnnPQVftceWWZv3gOFPtimLqes/Crw3Z6x4ik1HUo0lit0BSJh8ok3dx39ea+ga+VPCOuX9tM4i1Saz85hvaONGyRwOGr1Ww17X7BftZ1o6hbj5nguLdVcKB2I/PFUlcmS1PV6Kp6ZqEWp6fDeQspSRc/Kcj86uUiAooooAKKKKACiiigAooooAKKKKACiimyNsQt6UARyvk7QfrTQopinnPqakqgDGVIpiDKCpBTBw7D8RQAtJ0OaceKKAFBBFNdcinCg0ARAGlwKcRSUAAJFPD0zFB6UAOIDgggEHqKpS6RYynJh2k90JWrWfSjcc0rJjTa2M0+H7HaRiX/AL7qOLw5pkEhfyDI3rKxbFbG4+lQyZJpKK7D55dxAERAqKABwFUYAqFie1OGc4NO2girJIcjuKMrUhSmFKYDWRXGCAR6UkYe3bdCxA7qelO20UAXre7SYAN8r+h7/SrNYrqGX+oqe2vWjIjnOV7P/jUuIGnRSA5GRS1IBRRRQAUUUUAFea3Ux02PU5UlU3ZvJcwquXJ7FQPY9+K9Krg/FOlWUd5c6lcTStBJHmaFHIUMo6kDG7I6j2poaPE4AtzeStL8sOVIZs7IyTje3sOfxqW/g0y1mgMMjXcpk8yRupK4AAJ/P866vT0tLG6S5kt1+wzRLHJ5q4AUgfOMehGfxpb/AMC7GefT5Fkgk+YtngjOcjuaajoat6mHc2sFzDYhNPe1n8siR9ysHAPBKjkH361i6h4W1DV74yRwmIt8qgnJPvXrOl+GPsyhnC7mAJJ7e1dNYaRDCwYqC57kdKrl7kuVjyqy+GX9m+Hby7kG66KABsfdBIBxXQ6DpCWMYVVAAGBXqQto2jMbIGRgQQe4NYM+hvZvmJS8PY9x7GubEQb1RtQqJXTKSRYApvl/MavtDhBxUflnGcVxNWOtSMm9t96HFZJ04YJIrp5IDJ0FV7i0KW7Ng4UEnAp6jujybxTDtugq4CnIJP8AKuLuLMKoIHzNwM/wivRvF2k3Nu8V3dR7A+3yUJ5wQ3b1rzrUJR5+xWznIz6+9dVNWWpzVHrdHPysY7o47AirXnq9gyDgk5x6EdarlPMmkYHue1BHlp05Gc1qc4/eXtkUDlHIzj1q7AqlQV7sTz7CqsILwyMuMMvAHYjmnwFvswYdMEE46ZPNMDoPDzwNMkbNGxlO0ocZAPf2r27QNOEOiTXFz80UcTAknqQK8Lu/DkulS6Zcwy7pbn94oU5OB3r6W02wL6VZ2o5VlVpiR1I5x+daR0ExfB+jSWOgW6yO6tt+6G9ea6ATzQMd+XT9RU8SCOEIBwKGUEcii5mx8UySruVvw7ipay7hCtu6pwx6GrttMs0QKnkcEehqWgJ6KKKQBRRRQAUUUUAFFFFABUFw3AQd+tT1TkO6WmgFHCqakPX60xRlBTxyvvTAUGmsPmU0o60HtQAHrRSDlqdigBegpKDSUAFJS0lABSNwKdTGoARelJn5qcowKT+OgB3amHk0+md6AGFcHPrRUpGVqPFMA4NIVpDxShsigBpSmFM1KeOtLgEUAViuOKjZM8datsuajCZbmncAsboJN9lc8kFk5/StSuTaZhfi4U4WOYKPz5rrKmSAKKKKkAooqKY9FB69aAGSlpVKKxUHuOtYVx4bhvHP2iSWVCeVdyV/Lp+db6jrSZPaqTsCdih/ZdokJjeJWXGMMM8VgxQfZzLYgfuoyRFx0Tjj8OldUylhg1VeyUtv74wKpMaZmRo7kbR9KvxQuMZwKsx2oVRgVOEIochDY245/Opgfypm2l246VLAZJawTZ3xg+44qI6bbnorD6GrO4jrRu9qhwT3RSnJbMrrp9sOfLz9TUWpBINOlKRr2AUDqc9Kubqw/EF3Ilm5QA7AevTPb9aqMUtgu29WeVfF2fyL63RnDXCrx6L2wB+FeN3EhjkAkPzjIHux/oK9B+Ikzy+JZ0uJTJOqjPHQ+lcGLPE7ySZ+VsnNQ9zbZJFMRmPJOQOlVmb9583Qnmt64EJs8RoWQHIm6DPcD1rFMIcb3OM9B60yGWYESGRXD5Rhkj0p8Z8uCKWIEqJCHX6f/WqrwVAAbjr9Kv20L2cscl0jtan5nCdVzxz+lAHp/gDw9HrF4dTdD5GfKgiPRQT2/U173DEsKhVGBjAry/4USJ/ZEYzlUJC8fr+VephgQOlX0JnvYkHPFHahTTSaRBDMMqaoRzfZbjf/AAHhh7Vfkbis6dcmrQG4rBlDKcgjINOrM0y4JBgc8jlfp6Vp1m1ZgFFFFABRRRQAUUUUANc4U1Ub79WJTkgVXfhqpASJ90ilB5pinDD0NK3H1FAD+9BNNDdDTuM/WgAUUpNBOKaTQAtITSE0g5NAC5zTgKFWl6CgBDSAZpQMmn4xQAzFMb7wqUio2HSgAph4JJ4A61z3jzxQPCXhO71KMxG7AC20UmT5jntgcnAyT7Cvlzx148vvHWpQXdzbx2qxQCLy4WJDc5JOfc/hSuB9Ujxr4X+3vYnxDpouozho2uVHPpknBPsDU9j4k0TVIriWx1O2njt2dZGSQEDYQGI9QMjkcciviCvYvgdoOpXdxqWpafcva4X7KZ1AO3Ks4OCOfmWPI9DRcD6P6jI6EZqIHa2D0p0CyJbxLM4klVFDuBjc2Bk49zmkcc5qkBIRlc1GrYJB7U6FsqQe1QxncrHuCaALCHJNR3TiC3eU9hmnQjLE9qraw2YIoB1kfH4UdQMacGGwhJ+877z/ADrsFOVB9q4/V3zcLEvSNMceprr0+4v0FEgH0UUVABVTzN8hP5VPM22Jj7VQRiDVRQF5TkGkqOJsn6ipMUAGRSHmnYFGcUAIM0uDSZpc0AFFFFJgFFLikoAa1YGqYl225GV3ea/0HI/M1vSEKpYnAFYeogW1rcTzdwXZj0UAdPpiqRUT508Yztc+J7py2X8zaD64H+NZ8qCe+js1iZi3WNRksQOh9qsa4wbW5XQkhpWk3N/dPI/lSW0N9C762u9FGWchfuxngZ+uKz6mzM7VI5PPMEjIBFxtT7oPoPpUcllHFZHzkbz2ICY7Cq11ewXF/MYZvMjLs4Y8cYyM1v22oWUdhY308kUjeWqNEGBkLZyOOvOKLXFdGZceH5bWOyZmObhgf90ZwPzwfyrpdMtCj3CThZIBE6nI68c10fiiyg/s+znhdTD5SrvPy8g7gcHnruyPeobfT21O1jjgRo7ZmLs5GWYdTgeg/U4ptWY0ro2/heDFEkYyQU3fTBA/rXsUSjYDXG+HNAXS7RLpVAmfBaMdAvZR9BXYRybkGOlUk7GVRpvQlztzUW/K5pzthD9KhjOYj6imkQSAbhVaWLqatRD5RQyg5FFwMr5opVdPvKc1vRuJI1cdGGazJIDtJ7mptOlXD25Pzp82PY0S7gaFFFFQAUUUUAFFFIRkYoAhIySaY4w3NTbCKYwqgIgOqHj0p3LDH8QpSAwHb3oIJGR1H60AQEkZH5UplDIvPfFSFQ496o3e6FDIFyAckfSmBfUkjk5pahglE0SSKpAdQ2GGCM1JJPDC0ayzRo0jbUDMAWPoM9aQGHqfiWHRbZ7jVrW6tLdM5nVPNjUdixXO0dOtY/hz4n+GdXEsDa1ai6h3EhkMW9RzlQSQePQn+leA/FrxKmueN7s2k90I7fNq0bTb4/lOCUwfun0rgFdkcOrFWByCDyDSuB906fq1jqsTSWVwsoQ7WA4Kn3Bq5XzH8MfipLo2o2uma3dyJpzNg3A+YrxhQ+f4c9SOa+mY5UmiWSN1dHUMrKchgehBpgTJ1/CnGmL1p3ekwENcp438e6T4H03z75/MupAfs9oh+eU+vsvqTWh4p8S6f4T0G51bUHxHEMIin5pXPRF9z+nWvjnxP4ivfFWvXOr37ZmmbhAfljQfdRfYCgC/4u8a6p4zvmu9S8vKuTCiE7YU/uKM4x3J6k9T0FctTlUscKCTjPAqVreZII52icROSEcrgMR1we+KQEFfUnwBs1t/hs0wHzXN7LIT9Aq/+y18t19a/BBQvwn0sj+KSc/+RWH9KaA77vTJBkYpxPJphPFUBEr7XqNTsu3Xs2OaWQ/qRUNw2JA3cUwNKFeKzryRW1MFj8kEeT9avrKI7cyN0C7q5y5mZw4zy53OfbsKEBDCrXmoqSOXkBP5129ctpUO28t933nYtj2ArqamQBRRRUgV7v8A1YUdzVVUNXJxuK+1RhQMVaegDUBUg1Lmo5JViUk07OQDSAfmjNNBpRQAuKXHtXE+NPEl1oeizX1xpEiJBueKU38ceWA443gnIzwMmvCNX+NviHWY4o7qx04xxNuVQsgBPv8APzSA+raK+XdP+P3iiwiEP2HTJYVGFRo3G38Q1XD+0b4m7aRpA+qy/wDxdFwPpakZlVSzEAAZJJ6CvmC4/aE8XygiK20uA+qwMcfmxrlNf+Jni7xJA1tqGsS/ZmGGhhURIw9woGfxouB9J658VPBuizGGfWoppEJ3R2qmY7vT5eB+ded+Jfjxo97CtrY6ReTw7syid1jEoHQcZIGcZ47V4FyaSi4HR6n4rlv7+4uY7WKFZm3CMsWCj0zxU19461PUNA/sd4bVISFV5Y0IkZRjCk5xjIHaucaCaOJZWjdY2JCuVIBI9DUNIpybDNTQLI0h8ttrAFs5xjFQ13vws8Kr4p8Sy27sBHDEskgCBjtMiqSM8cZz9KCTrfhVplpFcRXE2pSXcl2pjWAwny04yTluSeMcYH1r0XRdB8mVntnZU8xt6N8ybAfkH49a1dL8E6X4dkE1oCZAmxVJz19B71t6bp72dqsb8szF3+p7fgMCrSNOZJaFi0VguHUD6cirqALx27UiqAtD0GY2ZhsOKjj+6R6jNMkfPFJE2FX8qdgLcf3aeopkYwozUgOASTwKkBHUbTnAGOSe1cda69G/i8NG3+jMPs4bsfQ/nTfFHiIyxPZWTZjPEkg/i9h7VyMTGNgQcEd/SuedXWyOunQ91uR7SKKz9IvxqOmQ3IPLLh/Zh1q/WxytWdhaKKKBBRRRQBDNIIYJJCeEUt+Qrh9O1C+t+UundSclJfmH+Irq9el8nRLt89U2/mcf1rjbX7tc9abTVjqw8FJNs6m11uCXCzqYX9Typ/Ht+NaqkEBlIKnuOc1xh6VPbXU1qMxSFfYdPypwr/zBPDreJ1bAdaq3LAxEEZzxWYuvug/fQq/uhwazNb8U20Ol3JSKdZjGVQAA/MeBz9TW8akX1MXSmuhvaVeG7sUnZChYsMeoBIBHsQM/jXgHx68Tz3fiCPw/Jp/kDT2E0V15hzKroM4HQDPH4V71bbp9BjS1Ywym2AjYcbG28dj39jXzX8YbfXL/AOIK/bbB43kt4IrdUO9W+XkBgACd5eqZmeaE5OaSpJI2ikaNxhlJU89xV/QNMOteIdN0wMV+13McJYfwhmAJ/AVIGZXpvgD4w6l4OgXTr2I6hpSn5I9+JIf9w+nsa6D4keCAs7xS6e0Wsyv/AKJe2qfuNUJP3XXpHPjJ9G5x1rxme3ltp3gnjeOWNiro6lWUjqCD0NAH174R+KPhrxjKLayuWgvscWt0Ajt/unOG/A59q6nVNUtNG0u51G/nWG1tkLyO3Yf1PYDua+GIZpIJklhdkkRgyupwVI6EHsa7XxZ8TtY8XeF9N0a9bBtiWuZQcfaWHCMw9h+ZOadwIfiL4/vvHWtGaQNDp0BItLbP3R/eb1Y9/TpXFUV13w78N23iTxOE1CTy9LsomvL184/dJjI/EkD8aQGz4D8G6jqDWqFRG+r5jgQrlvs6n97M3pGOAB/G2B0zlnjfS7Wz8G6C9uGD2l5fafLu/iKS5B9zhuor6I8F6QyCfX7yEQ3moKiwwYx9ktF/1UIHbj5j7n2rwL4mXSwaZ/ZOxvMTXtRnLdgCy4H15zTA8wr6C/Z+8YobWfwndHDqWubRv7w6un4fe/E18+11nw1v/wCzfiNoNxvKr9rVGP8Ast8p/nSA+w2OCajZ+cU9/lYj0qBuTVgJIwPBxVSds4YdqWVyJME1VkmAIB6YqgLGoXYW1ihU8sMke1UoIhIdznCjkmqxkM0uByx7+lTSuxQQRnj+I0AWtNuPO12Jui8qo/Currh9Ok8rVIGHQOB+fFdxUS3AKKKKkCKQZINQSvsFLqF0tlYy3DqWWMZIH1rIl1W2uIQ8UyEHsWwR+FVG2w7O1xZ5zLJtzxWlC+5F+lYKybjuzkHoa07CXK7SelW1oI0hSimqeKdUAc34x8DaR43s4rfVftA8nJhaGUrsY98dCfrXzfq/wb8XWmq3sGnaTc3tlDKyxXPyJ5ijodpbNfWvNNeNZo2jkUOjAqysMgg9QRSA+DZYngmeKRSsiMVZT2I4IqKvuK18J+HLFla18P6XCy9Gjs4wR+OM1kW3wu8EWlybiLw5ZGQnd+9DSDP+6xI/SiwHxpXVeDfC1x4n1JbSLTL+5VmA82AhI4/Xe5UgD/PNfX/9i2CCFYLaK2WJtwWCNFBGMYIx0qWy02z04SizgWMzNvkbJZnPqWOSfT2pAeR2fwbiswJDo+iqir8xu5p7tz74Uov6VDqnw80ONrUx3ln9qunESx2NikexM5Y8liMAYya9qVJRLIXkVkONihcFfXJzzVW40u1eTzkt4lmzneEAJ/GmrDVup8rfFEppurpocULtHDEkgnnlaRyWGcDoAO3A5xXntez/ALQejfY9X0XUVXCz27wMR/eRs/ycflXjFD3Bu7Er3P8AZusy+qa/eY4jgii/76Yn/wBkrwyvof8AZsQf2Z4gfuZ4B+Sv/jSEe4eWqnKqA3rjmgjPNPppNUA01DK/FSOwAqjNKPWmkBFJLgEj0ot5N7kH2NVZg8qOisVyp+YdQaszWzWFstzLKCqqPMOMYNU2Bo+aqRNI7BUUZLHoBXH61r8t/mG23JbdD6v9fb2pup619vIt4SRbKef9s/4VSIUrnFcNatryxO6hQt70jLkU7cmqsnymtOZcgjFUZE4xXOmddjq/A2o7ZZbCRuHG9B7jqPyruq8as7p9Pv4biM/NGwYf4V6/bXCXVtFPGcpIoYfjXZSleJ52Jhyyv3J6KKK1OcKKKKAOf8XSbNHVP78qj+Z/pXMwEBRXQ+Mif7Ptxjjzxk/8BNc1ETgVx1/iPQwy9w0AeBThjGaijOVFSH7vWs0W0QTEAcVi3dubu7tYQM77hAfoMn+la0zcGo9Ki83X7EYyNzt+Sj/GtaWskTPSDZ2VvD5UaqvAwK474iP5epeCnZ0SIa7HvZxwPkbr+Ga7orhsVyXj20huh4aW4jWSMa5bhlYZBDBlIP512s84+StaWBdd1BbVla3FzIIivQruOMe2KrWt1PZXcN3bSNFPC6yRyL1Vgcgj8aua/bQ2fiLUrW2VlghuZI41Y5IUMQBWZUgfX/grVofiV8OY5tatIpDNuguUHCs6n7y/3TyCMdD0ry34l+EJZI7lLomTW9PhM8F4RzqdkvBLes0XG49SvP06z9nl5T4Gvlcny1v22fii5/pXoXizw3F4m0ZrXzPs93Hl7W6AyYZMEZ9wQSCO4NMD4kor0Pxr8PtR8P8Ah3TtansjbHJs7yPssqEhZF9VdRkEdx7155SAK94+Fngf7Lc2cd0Xe41OzS+u48YSO035jjPq0jqCR2VT614UjbHDYBwc4IyDXsvwf17xS+t6nqEdsb+w+zxxTq8giVWUgRIhwRkAnC9ME9KAPpA9D6186/E2xgk0fxizoPPsdfimibuFmhXcPoSB+VfRDpuI+ZhtbPytjP19RXhnxLtsn4hp/CbfTbwD1O/YabA+fKu6VMbbV7KcHBjnjcH6MDVKpYFZriNUGWLAAD1zSA+5ncON46MNw/HmoBIN2PWlAZLOAMMMIkBHodozVCSXY4b0Oa0QCXsoWY+wrLmlDZBPA60t5djzOTl3Pyr3NNtoRK4LqOueaYE9qhKEqNuelSzr5MWFGM8Zq/GgVRtGAPQVha/q1tpa/vm3SnlYgfmP+A96G0ldgk27IvafbvLdxpEOQwYn0FdnXMeCL46loZuXjVXMzqce2MfzrpqzbuNqzsLRRRSEYnihxHoM/wDtbV/WvOZB5keO9d340l2aVGn9+T+QrhVGVzXNWfvHdhl7hRje7s5S1tcSR57BuD+HSuj0XxNLHdxQ3oUqx2mUcY+orGmQYNUhI0dxG6gMysCFIyDg0oVJJ7mk6cWj2SKZHHyEGpRmq9sN0CMYwjEAso7HuKsgV2s80UZpQfail7VIB1o70fnRmgBCKTFOBo60AICaM0uKMcUAeTftBacl38PorzjzLO8Rgf8AZYFSPzK/lXy7Xv8A8dJrux0qfT4NOu4rW5v0up73BaKclCAu7+EqR932BrwHBxnHApAJX0L+zZJnTvEUY6rNA35h/wDCvnqvcP2cL4R63rliT/rbaOYD/cbH/s9AH0Tmms3oM0pNRuxA4qgIZZmUfcxVCWbcelW2WSQ43ACq07JGNkfJ7tVoCGJWe4jX+8wFdC6LIjI6hlYYIPQisbTIy91vPRBn8a3KiQHmmu6U2j33yZNvJzGfT2/Cq8Tb1r0LWNOTU9Pkt2A3Yyjejdq83i3wTPDIpV0bawPY1xVoWd0ejh6vMrPcmkGPeqjqME9atuQwqrKSrHiuc6kZ9wDjIrvfAmp/aNPeydvngO5f90/4H+dcHO3oKt+HdSOmazbzEkRltkg/2TW9GVmYYiHNA9hopAcjI5pa7DywooooA5rxn/yDIP8AruP/AEFq5eE5rp/Gv/IKg/6+B/6C1ctbDKgCuOv8R6GG+A0ouVp7dKbEvy09gMGs0aSKUo+XJq34fj3a5C2PuRyH89oqrL0xWl4YXdqsx/uW4/Msf8K2or3jKs/cZ1LffFc146XZ4ehuv+fTULS4z6bZlz/OulfqDWL4xtvtng3WIRyTaOw+qjd/Suw4D5D8cQfZvHevQn+C/mH/AI+awK6v4jfP491i6VT5dxP5ytjg71V//Zq5SpA+o/2f4yvw5ZiVIe/lYY6j5UHP5V6Rql//AGbbJMbeacNKkZWFdxUMcFj7Dqa8y/Z6lDeALqLPMeoSfqif4V6lLC8s0LrO8axklkUDD8YGT7HmmB8rfFbx7deL9VSzCeTY2TNthHeQ9Wb3A4/P3rzivp64+BegXuranPM1xDDMq/ZvJmyUbnc7bs7iTzjgckU3w/8AAXw3pc0smqzTatuBVEkBiRR64U5J/HFFgPnGz0u7vpYFhtpWSaVYVcISpYkDGemeR3r65+G3gmTwJ4ak0uW8W6lluWuGdEKhcqq7ev8As/rW14c8Paf4X0e30zTodkEKkAscsSeWJJ9TzWx3osAhrx34qRiGXxY3/Pz4ftm/FLrH/swr2KvJvjNA7xBIsCW/sHs1z3IuIGA/8eoA+YK0NEIXXdPY9BcxE/8AfYqgeCRUtvKYbmKUfwOG/I5pAfcl+Op9zXOajdx28E0zn5I1LHHoBmtq4mMujxTqeXiR8/VQa43V2NzZXUQPHlOPqcGrWw0rnnt1q9zq199tkZkbJ8tQf9WM8AV0Wla5qiAD7SX93UNXI2q/vdldPp8WFFccpyT0Z3RhFqzRvT67qbwkfamXj+AAVyN0zSTtJIzO56sxyT+NdDKuIzz2rnrlcEms+Zt6s05Ix2R6j8MST4dnBPS5b+Qrtq4z4ax7PDDvg5e4c/oK7OuuOyPPqfEwoooqiDkvHZxZ2n/XQ/yrjYzxiup8fTYWyiHXLN/IVyEbjaK5K3xHoYf+GJcMRWcHPnAjqDkVcum+U1SgUvcBR1JqY7mstj2ezk822jkx99Q35irYqjYwta20Nu5y0caqT+Aq6prvZ5Q8UtNBpc0gFpBRmjNACUUuaSgBaid5RPEqRho2zvcvjZxxx3yalzSZosBn65otj4h0e50rUovNtLhdrqOCO4IPYgjINfL/AIp0uC1+GGnz2MYihOtXkcqr/Hg4jyepwoIH1r6udgsbn0Un9K+RPFGv2svw+0bRbYHzmvLm+uj7lyq/pSA4Ku1+FfiNPDPj/T7qckW05NtMR2V+AfwODXFVJDIYpkkHVGDD8DQB94lsdahkf0qtaTmSwtpCeXhRvzUGnsw7mtEgGySEKQOpqg3U1Yc7sntVY0wNXSF2xyP6kD/P51p1U06PZZp6t81W6ze4BXDeMdN8idNRhX5XO2THZux/Gu4qtfWkd/Zy28v3JFx9PeolHmVi6c+SVzzCN9y1HNz0pJopLK7ltpeHjYqaQndXnyVmevF31RRmPOapk4Jz1q7cjHTvWefvGiLKktD1/wAKakNT0KFy2ZYh5cn1HQ/lityvMPAWpG11hrN2xFcjAz2ccj+or0+u+EuaNzyK0OSbQtFFFWZHM+NjjSIf+u4/9BauYsgTiul8bEHTbde5nB/8dNYNimIxnrXJX+I9DDfwy2vyjBpHfI60sgwtVJJcHrWSNWrivzW34Xtyj3UxP+tCY/3QDiufiWS9u4rWH78jbR7Dufyrt7O3W2nmjTOxFjRc+gWumgupy15WXKWpBxTHjSaFo5BlHUqw9QeDT36U1DxXSch8t+OtBlj8OX07rm80rW5LW6wP+WTxoIX+mEAz6mvL6+39Y8N6bremalY3NtGF1GMRzyKo3NgYVs9yvGPpXzz4/wDhhL4f8H2WqwQBZrIm11EIDtf5jsnHswIB98UgOn/Zw1FTba7ppb5w8Vwo9sFT/SvdweK+Uvg9qiaF4ifVHnxBGojvIj2t3ODKPUI20n0BJ7V9WAhgCCCDyCOhoQCk1GetOJpvemBItOpop1ACGvPPi5ZmXQ9K1Bc4sdVt5JSP+ebOAc+2dlehVHLFHPG0csaSI3VXGQfwoA+K/GmjtoPjTWNMZdogun2D/YJ3L/46RWAK+lPiP4Ag8Q+OWfyiJtR0iX7NIva6hIIB9dynH4V88WGm3OoanFp8CD7TI+xVY4+b0/SpA+wdAuv7Q8A6Rc5z5thEc/8AAQP6Vg7cq6+oIq78PZ0ufhZoRRs7LQRN7MpIIqvtxM49CatbDR5hCm3UXX0NdZYL8ormph5et3C+khH610tjjYK4pnoQLcw/dmudvRiuklGUxWBfp6VmtzRu6PWvAkQi8H2PGC4Zj/30a6XvXP8Agsg+EdOwc/uyP/HjXQd67VseZL4mFFFFMk858dzltZSLPEcI/Mk1zAb5eK2fFrtN4iuh/dZVH0CisVo5EBriqv3j1KCtBEFxJx3qx4ci+1a9ZxY+9Kufpnms+4kO0lhmtz4fBJfE8Jb+FWZfrinS1Yq2kWer3S7WWTHsaRGzU8yCSFlPcVRgfKAt1HBruWqPMLYpc02N1dQVIIPcVJgUANzSZp+2kxQAmaM0uKMUANzRTsYooAztcvU03w/qV85wlvayyn8FJr5O8fWFtpmk+ErVYwl5/ZKy3OOp3sWXP4Gvof4lzG/0+w8LQSbJ9ZuAkzA/6q1j+eZz7YAHvmvmfx9r8XiTxjfX1sAtmpEFqo6CJBtX9Bn8aTA5ipYYXuJ44Yxl5GCKPUk4FRV6F8HvDLeIfHltNJHus9O/0qYkcEj7i/i2PwBpAfT1lC9vYW0EmS8UKRsT6hQD/KpSM1OVB5Oc0mzPQ/nWoFWQYQ1WNXLkAYBP5VVUZkA9xQB0MI2woPRRUlIBgYpayAKKKKAOB8dWHk3cV+i/LKNjn/aHT9P5VzUT5716X4ltUu/D14r4+SMyKfQryK8qtmYsOeK48RGzuelhJ3jbsTXHIOKzXHzVryRZUng4rOkUb/6VzpnX0G2072tzDcIcNG6uD7g17hFIJYUkXo6hh+NeGuPlPHavbNNBGmWoPUQp/wCgiuyg9GefjFqmW6KKK6DiOY8ZKWtbQ44Ep/lWTaKAorc8XFRpcJPUTrj8jWLakFBXJW+M7qD/AHY+cfLWJdlscdSa2pjkH0rGu/lbPvms7GyZf8IZXxCA/JML4+uR/wDXrutoW4cjvg1wugkR+I7NugYMh/FT/wDWru3I88j/AGa66PwnFiPjBulRKcGpj0qEjmtjAdmob20ttRsZ7K8hWa2nQxyxt0ZSMEVKKUUAeUeG/g2vhPxFcapaXkV/bODCtncJtzE/DBm5BIHTjB716lZ2kVhZQWcG7yoIxGm45IUDA5qej3oAaxoXkimt1xTk60ASAUtJ3p1ADKaelOprdKAIJrWK4lt5XH7y3k8yNh1BwQfwINfOOt+BNUtPi7qM+kRqqW11Dfwgg4KyNuwMdhh/++TX0mKb5cYlMuxfMICl8ckDOBn8T+ZoA4jwZpt1o1hrmnzRslumqSyWgP8AzykCuMfixH4Ukgxdv7811t6AInIHJ6+9crOP34PtVIaPNtUUR69cH1kP862rGQFB9Kx9bJXxDeJ6SZ/MA1btJgqDNcU9zvhsjbMny+9Zd0hbPFWoGackKOKtS2YWLPesmao7r4fT+d4SgTvC7xn88/1rqa8++G92Ip9Q05jySJkH6H+lehV1wd4o82orTYUUUVZB5j4iXPim89mX/wBBFJ9nV4sMM1P4jQx+KJz/AHgrfp/9alhGY+a8yt8bPXo/w0Yt5p0RQ/LVTQ2/snX7W4BwqyDd9Dwf0Nb9xHlTisOeL94SKqk2mFRKSPZyflJ9qzh1IFLpN0bvQ7W4zljEMn1I4P6irG0Mu4V6cWeQ1YzbgGzlU28qRzS/dSQ4SVvT2b6fkea4CD4wx6J4ln8P+L7N7GRGGy7VDsIPTcozx/tLkH0FemT20F7ava3USSwuMMjjIP8An1ry/wAe/DuTUrYNNBNqtvCMQzxkG+tl9OeJ0HocMP8AaoYHqtneW1/aR3VncRXFvIMpLE4ZWHsRU9fIenTeLfAt3Nc+HtQee0RiZRAC6cdRLCw3IfXcBj1r0PRP2gYLyFYtbgk0+5Ax9ptk86In1aMkEfgakD3gijivNbD4mvOS0C6ZrVvnhtNvFinA94Jtpz/uk1df4t+FIZGgvrq4026Az5N/aSRkemeDx7imB3lUNV1W10Wwkvb2TZEnAAG5nY9FVRyzE8ACvK774zxRIwh1XQE9JE+0zn8E2L+pry3xT8RrjVrgyC+ur6YAqskyLDDED18uJc9fVic9CCKLgavxC8dTyXF+kZC6pqMYgnKtuWytAci3RhwWY/NIw4z8o6V5LUkssk8rSyuXdjksx5NWtM0q+1i/isdOtZbm5lOEijXJP+A96QEVnZ3F/eQ2lpC81xM4SONBksx6AV9cfDjwVH4I8Lx2b7G1CciW8kXnL44UH0Xp+Z71j/DH4VW/gyFdT1Ipca1IuNynKW4PVV9T6t+Vek9apIBhFRP9alzg4PSmMVPWqQFGXl/ai2XddRD1YUsmNxx1p9gM3kf503sBu0UUVkAUUnSqGr6lHpdhJcyYJAwi/wB5uwoGld2RheMtVCW/9mwt+8lwZcdl9PxrlbW0AA+UVGskt3dPcTMWeRtzH1NasagLmvPrz5merQp+ziVriMeUR0rEuUC9K3blsA9q566YvLtXJycDFYxV2bt2RPo2nSavq0FqoO0tuc/3VHU17IqhUCjgAYArn/Ceh/2Pp/mSri6nAL/7I7LXRV6VOHKjyK9Tnl5C0UUVoYnLeOCw0y2I6faBn/vk1jWMmYxzW/40i36EHx/q5lb+Y/rXK6bLlVHeuWv8R3YfWBpynisy7XcDWhIwK1SmHBrHqbpaBpEn/E20/wBfOANd+5xdkeq155pZCa3Z54AnX+dd9K/+nD6YrsobHFiPiLNRMOalHSmMOa2OcbSgikxSdKAH9aXPHFNFOFAEfO7NSKOaCOaQEgmgCQUdRTQeKWgBO9NanHrTTQAzvRmkNJnFOwFW9OYyPauXn/1o+ldJeMdj/TFc5IMyj60xo841zB8U3fT7y/8AoIq3bxIydKpaxz4hvHHUS4/IAVbgfcmBXHPdnfDRI19OCgHH4YrSlA8rGO1Z2nJsUAnOetab8Rms2WtWQeFZjaeM7Yc7Z1eMj6jI/lXrVeL2032bxJp0+cbblOevU4/rXs/at6LvE5MSrSFooorU5zhPGcPlava3GOJI9p+oP/16pwEbBXQ+NLYy6OtwoybeQMfoeDXM2b7kB61wV42nc9PDSvTt2JZl4rLni5Na8nI4qjOPlNRHc1lsdR4Rut+iGDPzRSlcegPI/rXQQnAKmub8JW4XSppAPnaU5/AD/Gt0NIjBiOK9OHwo8qp8bLRXmlAxSBsgGnUyDn/EHgvQvEZEt9abLxRhLy3cxTp9HXk/Q5HtXj/i34B6xczvd6RrEV8cfcvEEcrfV1GHPucV9AUlID4w1b4eeL9EZvtug3oVT/rIk8xfwZc1z9xBeK/+kRThhx+8Vs/rX3hj/IqOS3gl5lhjc/7SA/zosB8Hx208pxHDI59FUmtzS/A3ijWm/wBA0G+lBONxhKqPxOBX2nHbW0RzHbxIfVUA/pUvB65P1NID5y8N/s86pdOk3iHUIrKDqYLfEkp9t33R+v0r27w34O0LwjZ/ZtH09INwxJMfmkk/3mPJ+nSt/iimBETg004p0g4pgIIqkAxj7VEzDGCKskqoqvIwOeKaApzYzwMVPpo/0z/gJqORP3bOfwqbSlP2hzjgL1/Gh7Aa9FFFZgNJCgkkADua8z8Ras2sansiJ+zQnbGPU92rovGOt/ZLb+z7dv38w+cj+Ff/AK9cdZwnINc9adtEdmFpX95l20hAXpVxztGR6U1PlTpUU8mAa4megilfz7UJzitDwTov269bU51zDCcRgjhn9fwrEjgm1fVIrKAZZ26+g7mvWNOsYtOsYrWEYSNcfU9zXTh6f2mcmKq2XKi3RRRXYecFFFFAGZ4gt/tOhXkYGT5ZYfUc/wBK87sX2/SvU5V3xMh6FSK8qtV2O8R4KsR+Vc2IWzOzCvdGwDkdagm6Gnx8Jio5OQa5zrRSEptrhJ1GTG28fhzXbWN19ss7e7/56qJD7Z5rh5lPI9Qa6nwrIJdAsxn7se0/hXZh3ucmJWzOmU5UGlJ5qKA/uwPSpWGRW5xhtppWlVs8U7rQBCDjg04HNKVBoAxQAjHimbuac9QbjuNNAWQc07NRKeKkBpAKaaaWkNAEZpjHAp5qM8mmgKN8dls571g43SCtrUSWhZR6iskDYJGJ+6uaYHlWoSF9Yun9ZmP6mrtoc4A4rP1CMxX8obqGOau2JyyiuGW56MdjpbEfIKuyfcqrYgbQaszH5TUM0Rz9/J5V1FLkjy5FbI9iDXuKNuRW9RmvCNVYvIFGcscAV7tCMQoD2UfyrahscuL3RJRRRW5yFa8tku7Oa3cDbIhU5968ztFeCV4JBh42KMD6g16pXA+KrP7Fri3KjEdyufow4P8AQ1z4iN437HVhJ2ly9xi4K1TuVwDVuE71BqGaNpG2qMljgD3rmR2s6DwexOnTKRwJTg/hW/jkg1U061Gn2Nvb91X5iPU9av4Br0YpqKR5U3zSbREnytt7dql6UxgfxFSKdy1RIgzS0nSjNABml4pKM0AGKTmlBzS0ANzijeKU0hANADThhikCgDFKV9KTBHagBDsA5FMZoxyQKSYHZkVVfe/TpVJAR3M3mfKOAKtaSPml+gqkyYbFXtLIxMPQiiWwGj0qjquoxaVp8t3L0UfKv95uwq6zBVLMQABkk9q8r8U66dZ1IQwN/okJIT/aPdqxlLlVzSnBzlYpGeXUr6S5nO53bJNa0EIRB71TsbcKoJFaDNj8K4ZO7uepFWVkK8mBisq+ufl2ryTxT7y62A4PNbvhLw6biRNUvk+QHMEbD73+0fb0pU6bnIKtRU43Zq+ENBOm2f2q4XF3OMkH+BewrqKKK9BJJWR5MpOTuwooopkhRRRQAleX38f2XX7yLsJSfz5/rXqFefeLYPs/iBZsfLNGD+I4NY1l7p0YZ2nYjj5+lNkGDilgIaMEelLIua5DvW5RmHStTwDP52jbc52TSL9MMazLjgLx3qb4bvm0vU/uXcg/8eNdWG3ObE/Cd/Hwx9DU1Qj1qQGulnCIw2tkU4HIoPNNXg4oAeaSikPsaAGtUB+8amNQH71NATKeKkBqJOlSCkAvakNLSGgCNhUbdDUjVGehpgZVy2c/Ws+8TyrFifvOcVq+TukJbHWszWZPnSMdAM1QHmHiCEx6gzHowBFM08/MtavimDCRSejFaxtPOJBXHVVmd9J3SOvs+UGKmuGxGahsz+7BpLxyIz9KwZujBmzNq9rGP4p0H/jwr3oDAArwWxVp/ENgByWuY/8A0IV732roo7HHiviQtFFFbHKJWN4l086jpEqoMzRfvY/qO34jNbNHak1dWY4txd0eb6a/mQ5zzWzpNoZ79ZNvyx/MfrVOHT3h127skGAJNwz2U85/WuutII4IgqDAH61z0abvd9DtrVly2XUcQCCCaerdiaRkGaTGK7DhJSM0zOxs9jTlbPBpxAIwaQC8EUYqIEocdRUuaQCUYpaQ8UAFFNyaTDGmA+kwKZg0uCaAH8UhIFGMdahkfnAoASd8javJNVWDKvvU/uTUTAlSSMAVSArKNxzV3SvuzH/aqtGMQM3esbWNf/sPSZGjGbiY7Yz2Xjk0pbDSbdkVPHXibykbSrN/nb/XsOw/u/41xunwl2DYrNDvdXLSOxZmOST1JrpNPhCICa4ak7no0YKKNCIbIwKr3dyI1qSeURJnPWrHh/QH1y4NzdArZI3Tp5p9Pp61kouTsjaU1BczHeGvDr6xOL29Ui0Q/Kp/5an/AAr0ZVCqFUAAcADtTY40ijEcahUUYCgYAFSV2wgoKyPLq1HUldhRRRVmYUUUUAFFFFAB3rlPG9qZLG3ulHMUm1vof/riuqqlqloL7S7q2xkyRkL9eo/WpkrpoqEuWSZwNk+UHpVlxx1rNsZMLhuCDzWoSCorhPUuZ10PrUnw7Bjn1mL+5eMfzANOu1zGPWofBcvkeKtVtSceakc6+/GD/Kt8O/eMcSvcPRM8UobjilwCKbg9K7Dzx4cGgjNR7CaUEjg0AOz70n40GikAjGowvOae1M4z3zTAeKf3pq9adikwFpDSikI96AGNVdicmrDZqBs1QEPl85PSufvz5l5IeynFbd3cGOPAPJrEm+dmPrzTGjmPE0JfTSwHIYGuRtGxIv1r1H+zE1RmtHXIlhk284+YDj9a8thBSYoeCpwa5qy1Oqg+h2FjIfKFJftmIgdahsWzEB+FT3MRZcnkVyM7EjM8PR+Z4s0qNj/y8AnHtz/Svde1eI+FQJPG+nZHSQn8lNe3dq6qPwnBifjCiiitTnCiiigDMazCarNdYH7yJVz7gnP9KsR8HbSyvmcAdhigcMDVJWQXuPbrScGndRTSMUAIRjmnBx3NHUUbRQAuQaBxSeX6GjaRQA7NGM0gNLQAbaMUuaOtIBMUowKDxTGkFG4DZXxkDrUaxjqeTQXyeBkmnBWbqePaqATrwOBUFw/GxRU7sFBCio4osne1CAgmXyrXb3NcZ42iL6VA4/hlx+YNdjfPuYKO1c94oh36E57qyt+tKfwsun8aOCsrbDAmt2N9iD0rOtcL25rVs7CfV7pbW2GO7ueiD1rznduyPUuoq7LGmaRJr18qAstrFzLIP5D3NekQQR20CQwoEjQbVUdAKg06wg0yxjtoBhEHJPVj3J96uV2U4cqPNq1XN+QtFFFWZBRRRQAUUUUAFFFFABRRRQB5rqlt9i127hxhWfzF+jc/4/lUqNla1PGlsEntLwDrmJv5j+tY8JLJXFUVpnpUpc0ELOMxN9KytOl+x+NdMmPCzpJbsfyYVrPgqR61z+rloPs94vDW08c34A4P6E06TtNDqxvBo9bXoKXFV4pg8CSA8MoIqRZQeK77HmEnFNbHamls0mD6miwDs57UU3nvSjOaAA49aZxnrTmBNNwfSmA9afUacdadmkA7NNLCgnikAzRYBpIOahmcIpY9MVYOAKy9SmxHtB600Bn3Mxlkz27VFHEXOT0p8UJc5NWmAihzTAZpP/IwRAdFjb+VeY+IbL+z/GF/b7dq+cWUf7J5H6GvRLGbytWhmzx5gUn68VznxNsvI8SWd4owtxFgn1ZTj+RFY1lobUHaRS08fLir9wv7k/SqOmjctXrkjyj16Vws9Iz/AAInmeObbIztSRunTivaa8f+HMe/xlK+f9XA/wCpFewV10vhPNxHxhRRRWhiFITgE0tRXDbYiO5oQFZSXYse9S44qKI1MOlWwQqmlIyKaeDSg0gG8ilDdqdSFaAFzRmkB9adQAnejtS0UAJzRkUtNwKABuaZsBpTxSDJoAcFxQeBR0FRkFjQA3AJqRiEj/ClRAoqvdPkbRT3AoyEvITVDXY9+i3Kkf8ALMmtLbtPNUtaBOl3AAyTGeBTlsyo/EjgLG1nvLuO2t0LSucAD+Z9q9U0XR4tIsRCh3SNzJJ/eP8AhVLwxoS6TZiaVc3cqguT/CP7oroO1c1Ony6vc2r1ud8q2FooorU5wooooAKKKKACiiigAooooAKKKKAMbxNa/atDnwMtHiQfh/8AWzXFWzYUDPavSpI1lieNhkMCD9DXm3lG3cofvIxQ49jiueutUzswstGid14yeBWdqVqtxbyRN0dCv5itInctV5hmM5rDbU60jpfC14l/oFrvwJok8qRfQrwf5VsGEGuO8Lpsvp41lKM/zgdj612Slhw/5ivRjLmSZ5VSPLJojMRXvShW7mps+tIV9Kq5AwAijJoORSbvWgLi7qUEZpu4elKNtAXHZ5pe1NBFG4UDuO4pCwAppYVG8qgcmiwXElcAc1k3Y8yZB61akk3HJ6VUklG7cMZpiJBiNQABmq1zukwoPFIZGY0COR+1MCjdEW8KsOocN+XNSfE21+0aBZ3YGTDOMn2YY/nim6jHtZE6k1reILY6h4BmXGXFssgA9Vwf6VnUV0aQdmmcBpR+QelX7rHlEnpWfpOCqHsQKv33+pPSvPZ6qJvhjFu13VJjj5Ywg/Fq9Trzn4Wrn+15MDmVQD+dejV1w+FHmVnebCiiirMgqtL8yt9Ks1WlBClfWmtwIohxUtJGoCin7c1TAKbTgDSGkAtAakFIRQA/g0YpnNKGNADuaTmgHijOaADmlxSZFFAC8UhpKD0oACM0BQKTcaaSe9ACu4A4qsw4JqVuTTHAxVICuRlsVFcqpZVbkZGfzqwozJVa6OZGx2pgb9FRwuJIUcHIKg1JWQBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACdxXCaxCLfXLmMjCyESr+PX9c13Yrl/F9pmO3vF4KHy2Psen6/zrOorxNsPK0/UwiQFwD+VQTMCmc8VIFwmc0xoiwz2rjZ6cTKup5rR0uIZHikjcMGXqK9A0vVftkKCVSHZchsYDfh2NcXcwxzxlHB29DitCHVbmz0sQLZx3Lp/q5PM2fTPBx+VdFCooq0jlxNJyalFHbk0oNZ2h6odTsVeVPLmUYkjJBwa1No9K6rpnC007MYQDTSKk2ijZnvTuIgIHcU3G44DVOYj6im+Ww7U7kkexh6UBSBk4p5yo5BqvNI7fKoP5UwGvIckAVAzE07yn5wrEn2pPs0p424oApzSMzbVpY7Nm5ar8Nl5YyRlqlKkdjxTGUxAkSE4GablQpNSSCSQ7FU1XvS6RBFwMjrSEZNw/n3ZPZR/KuttIRNoEMB6SW4U/itcukAWGdzlsJ9Bya63TGdtMtzIMNsH5dv0qZFnk2lxmJjHjmMlfyOKsas2y2ZvbFTW2w6lfbRgCZ8Z7cmqOsvujYZ+UVwSWp60dVc6H4VMGtNU/veahP5GvRa8y+FO8Saoo/1fyZ+vP8ASvTa6o7HmVfjYUUUVRmJXAeLNTu4vEcEds0sKQxZEy9Cc8r79uK71yVRiuMgcZrzPUZ55Lh5PMDqzksGTcp/3gOVPuOK2oL3rszq7WRpW3ivU4F/fW8N0g7g+W2P1B/StGDxzpDELdtLZN/03T5f++hkVx7fZwmVhGep8q44/I9KqOlvO5jdLruM70IrpdKnIxVScT1qz1Cyv032l1BOvrE4b+VWTXiclva2sJgsYxA/mB3fOXf/AHiMfgK1rXU9WghCWmq3Q2rhfNIcfrWX1ZvVMv2yW56sAKNory2Lxj4mgwHktJ26ESQ7f5YqeP4larCQLnR4JeufJmK/zBqHhqhSrQPSiopNvvXBxfFOzAP2rSL6Ijr5ZWT+ozV+0+JXhm7jMn2qaFQcEyW74B9yAR+tS6c1ui1OL6nWbaTbWXb+KNBu0DwaxYuCcD98o5rSjuIZRmOWNx6qwNTZod0LtNJhqlHPQGj60rjIsGl7VLgdqTFFwI6YzYqfFRkc0ARDJpGUngCpqTGegp3Ag2Ec1UkQbiTzzVm6uoLZC888cSDqXYCucufFelguLaU3LL/zzHH5n+lVsrgtXZHT6Q5fTYiwIIyvPsTV81n6Jcfa9GtLjYE82MPtHbNaBrIHuFFFFABRRRQAUUUUAFFFFABRXzB/w0d4w/6Buh/9+Jv/AI7R/wANHeMP+gbof/fib/47QB9P0V8wf8NHeMP+gbof/fib/wCO0f8ADR3jD/oG6H/34m/+O0AfT1ZXiFYjoV080qxJGnmF2OAMc8186/8ADR3i/wD6Buh/9+Jv/jtUdZ+PHinXNHutMuLHSI4bmMxu0UMgYKeuMyEfpRYadnc9kiPmIDnj0qdF4NeCx/GLxDEiqtnpmAABmKTt/wADqVfjV4kUYFnpX/fqT/4uuZ0pXO5YiB7fLFx0zTIsoMY6dK8UPxq8Rk82Ok/9+pP/AI5TD8Z/ER/5cdK/79Sf/F1PsZFfWoM92jvJrWQNE5jJGCy9asvq2uxoXt7u1uOMhJ4dv6qa+fn+MfiJxzZ6Z+EUn/xdNX4w+I0jKC207B/6Zvn/ANDrSMZrRGTqUpbno3/C/LjT9RuLHVfDytJA5VmtbjA+uGBresfjz4SuNouo9Rs2PXfAHUfip/pXzVf6xcajfTXcyRLJM25gikDPtzVX7S/otdC21OSVr6H2JY/E3wXqJAh8RWase0xMX/oYFdJbX1pfRiSzu7e4Q9GhlVx+YNfCxnY9VX8qVLmSNg0Z2MOhXgii5J93FW96iIbPVsV8VWvi/wARWWBba3qMSj+FLuQD8t1XB8RPGIAH/CSalj/r4b/GncNT7ICOxycgUoT5iQDivjCXxz4qm/1niLVW/wC3yQfyNM/4SDXJUG/WtSYEdDdyH+tO4H2mEIXJFV3B5IU8mvi2TUb6b/W311J/vzM38zTGvLhlwZ5sD/poaLgfZpIhUvKyoBkkscVyer+NvDGmuxvtds1Zf+WcT+a30wuf1r5XkZ5Pvys3+8SajCAd/wAhT5gPbfEXxtsltJ7XQbGWWWTAW4uVCquPRByfxNe0+D9RkvfA2j39zJvlksY5JWyDlto3dPfNfFioWbag+ZuB6kmvr3U7kaH4U03Q4CBcPbJEdgxtQKAxx2z0/Gs5SKjFydkczabnjuJ8f6+RnB9iaoauN1ruB4zzW2wWOBRgYUdB2rH1Yb7Xao781xvc9eOisdP8KoCul385A/eThQfoP/r16FXA/C+Uf2XfW/eOcN+Y/wDrV3tdUdjy6vxsWiiiqMynqU32ewnl9F4/HivNrpokuWfzGVjziu58Tz+VpoTPMjgY9cc1wMiLcEq/U+prswy0uc1Z62I5IhdAL5qSdjuUE1TfSupVBn2FWBbvG5/iHZe9JFNtwhJ9xuxXXbsYXK8caw53Q9ON2M4/CrsQjkHyOoJH0NRuWAB3Eg+/NRybHUK2Rx17imIlmtyDhlOPUCs+S3ODt7E4q2XuIeFYtHjp7U/7QuxtwXJ4BXj3qkJmSfI8uQXMZZOx9D702xt4o4LmeJAAGC+WfmWVe4/z0qeUIkciuA2TxnjpVzw+Il0h9xSTezPiRSVGDzyOnSlJ2HHY5zU7e0E9nbiEyQ7nl2SDadvAwfoV61ZtrCOeYfZ4WgGeqsRUqEzeK50UKBDCkQz8wBIRj192rX2sAyBs57YxUwSauVNtOxVitr+3dvI1K5UgZyJ24/Wr6X/iNEXytYuuB3IP9KZ5JEec4BPSlDybjgfLjrQ4RfQSk11LCa74khYA6u7/AO/Gp/pU8Xi7xK04iSW2f1aSAD+Rqgkm75mTgetTWzqvKhlB9azdOHYpTl3N2Txdq0XDLaEnodp/PrWTqvjnxBCQ9illIpXlfLLOp+mckH2qG9jS5iUrnK/jXPtbMshJVWOf9YB8w7cHrU+xjukWqj2bOx/4SnUp7YOtyvQBiigYOOail1K5kUF7+eRWHVZMD9K5gPK25HfzIzyVkXI+8Bjjnpzn2rQhktoIvLjis9mOcNJilyKI+Zsra1e/ZLKSTO85GGbLZB9D61BbTN5LO0DR+agZN42lhnk47VeEszBVtLYqvXKW+zb/AMDesi5nQ6skYl3yOpB+Ytgj3PXrWVZ2ps3w8b1Ins3hPJ8K6aW6mBTWzWR4Zx/wjdgA27bCqk4xyOta9ca2NZfExaKKKZIUUUUAFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVbQ/Iv0FVKsKflH0poB+6kLZpAKdgUwEFFLxSGgDT8NRNceKdIiAyXvYRj/ALaLX0rqcp1DxdfzFvlgYW6ewUc/qWrwX4WwrcfE3QUZN6i53EfRWOfw4r3Iyf8AEy1WUgDN3L0/3jWNR6HRhleTFuW+Vvasy85jIPpVsTCQkZzmq14AE4rmep6FrI3fhg+y51SHudj/AMxXo9eVfDubyvFVzFkfvbc4H0INeq9q6ofCeZXVpsWiiirMjjvGrOHsxn5AHJHvxXJYDTFc4K847/hXZ+NRm1ttqFm3N0HbFcXLbyynmN89jjmu+g1yI5Kq95j/ADmiKhhvX8iKQpb3IJjZSx/hPBpNtwF2mFn29ivNMazLqo2SRsOc7c1voZWGTwSRMRtOB0wPaq7/ADE5446elXdt5bAK6NIh6bhnP41HcxtLFkRMr9MAZqk0Jog8xgcYyCo6UjOJEAdQwHOfwpfs8obIjk6eneq1xDcMhHlycY/hp3Qi00MMtlISu7OcZ7cVLokTPphGXDRtIAV4I4/Uc1BELuOELGo57OhPbmr2iiRVuE2vyzYUgkDOen5VE2XFHLnzBr+qOi5xduG+gjiFbY8wNndyQOagsIJI/FOpo8LFHnZhleOVi/wrVv7d1lJRHORwAp4opySikE1d3InkZYTyDg8HrTQ0qop+U7vQVCI7gIyPGw4zuK9anQSrglWJHbaau6I1JEBZ8BOMYOOM1IG+6rIRx0HNLGWMQGyTdnBO3mrMdnG4Xa0gPfK1DaKSZUlMccYyW9Mms+aOPAOT0Jx0rcfSlcAbmwPXvUUmjRsOWb360lJDszFWFQQUGAB1znmrSXMkMRUSHf6ngVd/sOUfcdmBHCnPFVW8O30smSDt+vWhyi+oJMgZZ7kBGudxf7wznii30aC71OOynQ2/mt5lvequfLcDBRh3BAX8RV6PQbqDJ3n8quWWm3dxqNtaEFcyBt57AcmsqijKLTNacpRkmtzvdF099N0uG1kkEjx5ywGAcnNaHSgDAApa886m7u7CiiigAooooAKKKKACiiigD//Z", "path": "000598.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000599
Men Tshirts
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", 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