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.
001900
Men Tshirts
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", "path": "001900.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001901
Men Tshirts
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", "path": "001901.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001902
Men Tshirts
{ "bytes": 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", "path": "001902.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001903
Men Tshirts
{ "bytes": 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", "path": "001903.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001904
Men Tshirts
{ "bytes": 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", "path": "001904.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001905
Men Tshirts
{ "bytes": 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", "path": "001905.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001906
Men Tshirts
{ "bytes": 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", "path": "001906.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001907
Men Tshirts
{ "bytes": 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", "path": "001907.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001908
Men Tshirts
{ "bytes": 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", "path": "001908.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001909
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/HQA1lwc0lSkZWo8UwDg0hFIeKUNkUAIUphTNSHgUvBFAFYrjioymeKtlc1GF+bmncBtjdCO4Fmx+8Cyf4VrVyTSkX/2kHAjmCg/jzXWipkgCiiipAKQnAyaWopTnC59zQBHNmZSgJCn071jS+G7S4lLzK0mT0dyw/LpW4oxmkye1UnYLlQWNvFEV8sEYxg1z0cBt3ls1B8pWJj/ANlOOPwNdSybhzyKrPZqWLd8YHtVJjTMyON5MY49KvxW7rjJFWY7ZVUYFTBMelDkIahwAD+dTA0zbS7fSpYDZIIpgRJGrZ9RUR0+2P8Ayzx9DVjJFG4+1S4p7jUmtmQrZW68iJfxqDUyIdOlKKMnACjjJzVwsawvEF1Itm7R4+TIyfXoP1pxjbYd23qeU/F24WC/gh3h7kL19O2PbpXjlxIYpQjnLjIA9z1Jr0H4hSl/E08U0jSTqoyT2NcKLMJNJI44Vsk+1Q9zbokU/KMY3EHB4qozAPlumeRW/cGM2XyR/us5WVhgk45A9qxTCGG5yQT0FMlliFY4XWRWypGSD2qSM7IIpoQfllIZfpz/ACqp1AAUjHpWlbW0tlKk88TTW4+aRUP3R05/SgD1D4eeHo9VuW1aSIBXby4Y8cKD/wDWya95iiEQAUYHSvLfhPNH/ZKDOQvCg+nrXqgYMByKvoRPexKOeKTtQpppPFIgimGVNZ6TG1uRIOVPDD2q/I3FZ0y5NWgNtWDoGU5BGQafWVplwQTA590/wrVrNqzAKKKKACiiigAooooAa5wpqo336sSHLY9Krv8AeqkA9OhH404HDfWmKcMD2NK36jpQA/vQT1poboadxn60ACjilJqtfXcVhaS3VwxWOJSzEKWOPYDkn2Fczq/ia503RZtWubcafaL9xblgJGz03Yzsz/dAZznoDQB1pYKCSQABkk9hXD+KfidougFIIdQ0+a5OS4M27ywPZc5PtkfWvAfHnjHxfq94F1eW8tLKYb7a18toFaPJAbbnJz6kmvPs0rgfQd18dreNiy3L3CdhbWvkt+O/eP1qqv7QojbK2V1IPSUR/wDsuK8GoouB9E2v7Rmmkj7Zo91/2y2/1aulsfjj4Hu8CW7urQntNbMR+a5FfKOKKLgfbml+MvDWtcadrlhcN/cWYBvyODWyeoPrXwYGIOQeR3rptE+IPirw6w/s/WblYgc+TK3mRn/gLZFFwPs6mHgmvD/DH7QsEpSDxNp5hJ4N3Z5ZfqyHkfgT9K9h0rWtM16xW90q+hvLZv44mzj2I6g+xpgaQ6U0inL0pGBzQBGRUQOxuelTVHIO9NAPIyuajVsEinQtwVPaoYjlG/vAmgCdDkmo7t/Itnl9BT4Rlie1VtYOYooB1kfn6CjqBjXAMFhBn77tvP8AOuwU5UH2rj9XfdciJekabePWuwT7o+lEgHUUUVABVMSb5C1WJm2xMfaqCHBqooC8pyDSZqOJsn61JigAJo60tGcUAJg0uDSZpaACiiikwCilpKAGtWBqZ81lgPKg+a/0HT9f61vSMFQse1YWp4s7K4uJumDI7H+HA6fTtVIqJ85+L5WufE1024lvM2qSOuBj+dUnja51GKySFnPUxr3IHc+neptcO7WZnQEK0hk3HrhucfpTrawv0V9ZAkQqN8hH8MbHA/Cs+puzM1RG+0tFJIreUcfKPlB9B7CmyWaQ2ZSWMmdyNuOoFLdqF1pl+9CZs5zngjiuttdMl/0KYxBsN9nYHqGBDZ+nSi1xHLXXhx7SOxZmObhgW/2RnA/ka6PTLVoHnMp8y3WJ0+YcEY55rp/GOnR21hFOGUQQRKssh424OQf++s/99e1VbPTm1a1i8pDHaE+YdvLMOpPsOw9TTaswWqNn4YIY0WNQdpTcfY5AH55r2OIDYDXH6BoSaZZpcIo+0thnUdNvZR9BXWRuWQelUlZGVRpvQmztz9Ki35XNK7fIfpUUZzEfamkQSL8wqvLFwTVmIfIKVlySKLgZJDJIHQ4ZTkGt2KQSxK46MM1mywHaTjk1Lp0ygvaknzFG/B9DRLuBo0UUVABRRRQAUhOBmlpCMjFAEJGSaY4+apthHvTGqgIgOSh79KXlhg/eFOIDAUFSQCPvCgCBiRkflQZgyDPripSA4561SvA0MbSqAdvJB9qYDtQuls7F5nVn28Ki9WbsB/j269q5/Q9Ml1m7j8Ra3GJJ+thbsPktk/vhT/G3qeQMdMmumhfz4FYxkB1yyOOmR0NWBgDFIDhfG/gyHXvCmp2V3dWv2qWXzLK6uFWNo36qhbv3XPXB9q+Tb6yuNNv57K7jMVxBI0ciH+FgcEV7z8fPFdg9qvhRra5+2I8V4swwI+jDHqeGPTvXz6zFiSxJJ7mkwG1r+HtMGsa9Y2DvsjmmVZHOcImfmP5VkV7H8BfDaatq+o6nNxHZrEi/LnczNkj6FUIP1pAei6F8JPAl5YC4S2W+UvIPNWV1AwxG3Geq4wc85FcdrX7Ol4JZZNC1eBoicpDdqVZR6FlyD+Ve82Vnb2FuttbQpFCpJCqMDJOSfqSSauU2B8fa58JPGWgwPcT6Wbi3TlpbRxKAPXA+bHviuEr7zuYFurWWAtIqyKVLROUYZ9GHIPvXk/j74Nr4juILnSDa211gLPPLlWl/2mCjDN6nAJ96VgPmStnQfEWreG9RW+0i9ktph12n5XHow6EfWuw1r4O+KdAuY3e0Oo2WS0kth8zKqjJ+U4IOAcetclrOiz6T5U6hpdPuSxtLsD5ZVB9ujDup5BoA+kPhz8WtP8XKmn6gEstZA4jz8k/ume/+z+Wa9LPSvhCKZ4ZElidkkRgyspwVI6EHsa95+G3xu89odG8WSgOcJDqJ4BPYS/8AxX5+tO4HuXemSDIpdwPIOQehFNJ4qgIlfY9RA7LtlzgNinSn9TUFw2JA3cUwNOAcVm3kqnUy7H5II8n61fEwjtjKTxt3VzdzKXDDPLHc5/kKEBHbq15qKZ6vICfzrt65bSoQl7bhvvOS34AV1NTIAoooqQK93zGFHc1WVDVuYBivtUYAGKtPQBqAgg1LmopZliUk04HIB9aQD8mlzTQaGZUUs7BVAySTgAUAOpa53XfG3h3w7YfbdR1S3SFiVTy28xnOM4AXNZx+JnhA6S2owa1azRI6I0avtkG5gPuHk4zngdqAOzoqtHfWztEEuYmMu4RhXB3FfvYx1x39KtYpXASioLq6t7K2kubqeOCCMZeSVwqqPcmuC+IXxMtfBNhp09pFb6jLetuWNZsZhx98EZ4zgDseaYHfuS8oUdF5P17VjeI4d9vCsgZrUOWmVRnOB8uf9ndgmvDdb/aC1me7j/sbT7azi2gyfaB5zM3fByAB2rasv2gba5gs7e/0lo7hsrcyo2Y14OCi9SSdvB6c0XGjnH0pNc8YXsMJzDJM5JT+4PSvQ/DOlR6j4VjgdAZQvlvkdRjaR9OKxfh/p0326a7lgZJJFzllwOeeP616VBZLpUBSzjHny5Ea9tx7n2HU0RWlzab6HgWqeEb3TC87Wksunl5I/MjXJAViA34YqtY63faaOJFnVFPl57EfdP14719MRaZDHbwQYDJCgTJHX1J965Xxh4d8O6R4d1XWLiwhXyLd3+RQNzYwB+ZFK3YlVF1Pm7X/ABVfavoelWMs8hWGNzJyRvJbv64x+teu/CW1S98J2NykzJKkrwy5OVbacouD7En8K+e2dmwD2H/169R8A+JlsdK8N6XBdKt0/iRGeIHkRsoTJHod5H4ULfUhSsfSVojqMOo/4DV1cL9DQECjGOlI4HWqJGzMChqOP7pHqM0yR88UkbYUe3FOwFuP7tPUUyMYUZqQsqKWZgFAySTwKkBJNqoWYhVAySTwBXF2mvxyeLBMjf6M37gH1HY/nUfijxCbtGs7NsQHh3/56e30rloyUIOelc86utkdlOh7rcup7QKWszRb8ajpkNxn5yNr/wC8OtaVbHI1Z2FooooEFFFFAFe4kEFtLKeiIW/IVwum3N1a/NBcyKCclCdykn2P9K6zX5fJ0S6OcFl2fmcf1rkLX7ornrSaasdeHgnFtnTWuuRthbqPy2/vryv+IrXjdJFDxsrKe6nNcaemRUsE8lv80Tsh/wBk0Qrv7QTw63ida3rVW5b90R68Vkrr1xGo8xElH/fJ/wAP0rK13xVHHpdyq20omdCiYYEBm4Bz+NbxqRfUwdKa6HRaTdvdafHPIm1mLdOhAJAP4gA/jV+SXyoJJNu7YhbGcZwM1S0yRX021wu0iJQR6HFXEctI67GAXGGOMN9KtmZ80fHTV7XVvEOjNCsXnDT1eVo5A4G9iVXcODj1HrXklfR/xe+G+jroUviLTkSxlskxJDDGNk25wAf9kgsTnvXjfj7w0PCniyfSU5jjjjaNy2TIpUHcfcnPFSBylfUX7P8AYLa/DyS6x893eyOT7KFUD8wfzr5dr6j+A2t2N74CTSopQLywlk86Mnna7FlYe3OPqKaA9VB5p4NQ1IppgLUE6ztCRBIkcmR8zpuGM88ZHb3qekNIBK8o8TeDLQeJksmVU8P+JHeK6ixxb3oQtHNH/dZsEe+CD1r1euS+JNn9s+Hus7GKTW0Bu4ZFOGR4jvDA9j8p/OgD5I17SLnQNcvNJvBie0laJiOhx0I9iMH8ay6634htqdx4xub/AFaJUuL2KG5UoMKyNGu0j8Bj6g1yVID6H+B3jqW/gfwtqUpea3j32UjHJaMdU/DqPbPpXsjPzivjjwNqb6P430W+ViBHdoHx3RjtYfiCa+w2GSR3qkA2RwTg1UnbcFb0pZmKyYJqrJOBjPTFWBPqF4Ps8MCHkjJFVIIw3zyHCLyaqiRppcLyT1PpU0jM6iGP7g+8fWgC1plx52uxOeAchR+FdZXDafIY9TgdegcD+ldzUS3AKKKKkCOQZxVaV9gJ60mpXYsdOmuSm/yxnbnGeaxpdbs7iEMk6Ln+Fzgiqi1ew+VtXJJpjLJjPFacD7kX6VgRTLJ86Mrj1BzWpYS5UqT0q2tBGmK+fviX8VNa03xHqWlaNqWn3elXFqIhsVZGhYja/wAw/iznrkYIr3i8u4rK2a4m37ExnYhc8kAYA5PJFfHvxI0q20X4h63Y2jBoEuN6Afw7wH2/hux+FZsDlCxPc0maKUDJAHU0gPqf4O22uJ4P0l5SkWnoHAjeMbmVtzb1bryzL7fKa9UzgVR0iwTStFsdPjACWtvHCAPRVA/pWb4i8R23hyGKe9kjjtysju7bs4RdxC4GNx7ZI/GnYDyf44+PdLu9En8L6fdO19HeIt4gjITaoJK7uhIbZ+VeAPI77d7M20bRk5wPStHxHqza94h1DV3iWJryd5vLXouT0rJpAFXbNxDILnI3xMGRT/Ec9/aqVKOtAH038LNZbVdE0s3jT/ankljYrDlGIBdVLdvl59+BnsfU4rXa29julPc/wj0FY/grRrfQ/CemWcEarttoy5AxvYqCSfU810QqhtgFAXGK86+OMoi+F2oKWx5k0CD3/eAn9BXo/avDf2jNZEWl6PoiN880rXMgB6Ko2rn6lj/3zSEfO1dJ4FjEnj3QMkKqX8MjMegVXDEn8Aa5uui8E6dLrHjDTdOiJBuZfLdgcbYyD5h/7430gPpP4Vah/a9p4k1VXd4LvW53hLk52YXb16cEV3Ur4Fcl8NYwvgxL7bt/tG6uL0ADGFeQ7QB6bVX8K6OeX61aQEUkpAbHpRbyF5CG9jVaZWmR0BKhlIyDzmrdxa/2fZi5eRmCKPMOP14qm7AXmnjhgaWVwsajLMe1cXrOtz6kTHFujth0Xu3uf8KTUdZOouIkytsh4H98+pqsdpXOK4a1a75YnfQoW96W5mSKduT1qpJ8prTlXIIxVGROMVzpnVY6fwPqXl3MllI3yyjcn+8Ov6V3teM21y9hexTxnDRsGH4V69Z3Ud7ZxXMRykqhhXZSldWPPxMOWV+5aooorU5gooooA5zxfJs0dU5+eZQf1P8ASucgICgV0HjHP2C2x088Z/75Nc1Eelcdf4z0MMv3Zog5Apw6Z71FGcqKefu9azRbRBOQBxWPcW5vL20hH8VwufoMn+grVmbg0zSYvM8QWQxxmRvyUf41rSV5ImekGdlBCIo1UccCrApSuGxSgV2nnHHfFZGk+F+vKOcQBvyZT/Svnv4ranYap4g097E5EWm28cvB+VtgO3J64BFfTHji0N74C1+2Vdzvp820e+wkfrXzX8UNOtII/C+pWy7ZNQ0eCSbHRnVQu76kAflSYHnldr8LNZl0X4iaRMkhSKeYW8wzwyPwQfxwfwriq0tBYp4g01lOCLqIj/vsUgPuP69aXOKVfvN9T/OmmqAeppTTVpzUAJXJ/Ea5Nv4C1eNOZruIWcK92eUiMAf99H8q6yvMPGfiCzOvNcXLbtH8L4u7nnie9IxDCPUjO4+hIoA8j+OE8H/CcwadbsCNOsIbZvZgCcfkVrzKtLVdUuNZ1e71O8ffcXUrSyH3Jzge3as2pA6LwTpz6t420WyQE77uMtjsqncx/AAmvsLzcvycEmvEvgV4QeKOfxVeRkblMFkGHUfxv/7KP+BV6/JLsYN3HNXFAJfS7Zj7DFZU0ykkE8DrTb2+RZlRpF86UnYhYAn6U+1iDupcLxziqAmto2ZeBtz+lS3C+VFtUY7VoRphRgcD0rnPEOt22l5RiJLg8iIHn8fQUm0ldjSbdkaunWzz3caxDG1gxPoBXY1yvga/fUdDNxKFEhndW29OMY/nXU9qhyuDVnYWiiikIwvFMnl6HN/tlV/WvO5B5ibTzXc+NJdmmRJ/fl/kK4dRlc1zVn7x3YZe4Z6xzW0xkt5Xib/YbFb+j+Jbi3u4o71g8THa0hGGH+NZkyDBqiJHjuI3j++rAr9QeKmFSSejNJ04yWp65MlvqFpLbSZaKZCjgMVJBGOCOh9xXgHxQ+FFxp+o/wBtWOoNNZ3M0cc5u5C0qSOwQHOPmBzn1619DW+WgQuoV8DcB0B71gfEPR31vwHq1pDn7QsPnwYOD5kZ3r+ortZ5p8ia/pcuia9e6XNu8y1maIl1wTg9cZPXr+NZasUYMOoORXoPxYvbLVdY0bV7SYSS32kwS3OWBYSDK/NjocAV55Ugfc2l6nBr+kWOp6dcg29wqygqA24Y5U+hzwe4Iq5qNnbahp1zZ3iK9tPG0cqt0Kkc183/AAG8WzaZ4mPh6eUmy1AExKTwkwGcj6gEH6CvdvHWpNpfgnVLhG2yvF5ER/25CEX9WoA+W/FGh6Zpfh3T72y3F9Surl4xJkmO3jbZHg9Du5JP0ri67P4j3E58a3WnTL5cOlqthbRA5CRRgAY+vLfVq4ygApR1pKKAPtzwdqlvrPhLSr21nSZHtY1ZkOcOFAYH0II6VvV8lfB/xbceHPG1jbPcumm38nkXERPyFmGEbHYhtvPpmvrbFMBK+P8A4seIf+Ej+IWozxvutrU/ZICDwVTIJH1bcfxr6e8da7/wjXgvVNUDbZYYCIucfvG+Vf1Ofwr4pZizFmOSTkmhgNr0T4aQmzsfFXiDad1hpbxQNjpLN8ike/8AjXnde8eA9JiPwz0SyQfvdd15GnH96KElyPpiP9aSA9q0+2/snR7LT4kCx2tvHCoHoqgf0pkszMelW2RpCcvgVVnkRB5cf4tWqAjhUyXMa+rAV0DKGUqwBBGCD3rI0uPfdFz0Rf1NbVRLcDzfxDpB0m+EkIP2aU5T/ZPcVUhbeteh6pp8epWEts+MsMqf7rdjXmyq9rcSQSrteNirA1xVoWd0ehh6vMrPcmkGPeqjqME96tuwYVVlJVjXOdaM64XjjrXdeAtT8+zlsJG+eI70/wB09f1/nXDzsewqxoOonTNYt7jOEDbXH+yeDW1GVpGGIhzQPZKKapDKCDkHkGnV2nlhRRRQBzXjP/kGW/8A13H/AKC1ctC2ea6jxp/yCYP+u4/9BauWthlQK46/xnoYX4DRi5WpG6U2IfLT3HBrNGkilKPlzVzw9Hu1yFsfcikP54FVJfStLwwudVnb+5bqPxLGtqK94yrP3GdS33xRQ/GDS12HARzxCe3lhYZEiMhH1GK+UfiBu/4RfwXuOWgsZrVvZopiuP0r6yBwQfSvlX4l27xmbThjOm6pfE5OPkkaOQY/77pMDzOtLQyqa/pzv91bqItgZ43is2tnwpMkHi/R5XA2rexE5/3xSA+3ic5x3NMant1P1NMPJqgHrTjyaatcB46+JWm+Fs2FvOk2qbcsijeLdf7zj19FyPcgUAaXjLxSNIjex0+aFNSeIyPPMf3VjD0M8p9B0VerNwO9fMvjDxTHqnkaTpnmrpFm7OjS/wCtupm+/PL/ALTHt2HFR+KPGN34g8y3DtHaPL50gL7nuJOm+RuNxx0GAFHAArk6kArr/Afgy88ba9FZQo6WkbBru4xxGnfn+8egFJ4H8C6h431YW1opitIyDc3TD5Yl/qx7CvrPw74d03wtpEOl6XAIoIhycfNI3dmPcmgBfsNtpunW9lZxLDbW8YjjReiqBgCsLUr1La2mnfJWNS5A7gDNdFqmRaOQeRzXD6qftVndRjp5TAe5watbDSuecXGo3Gq3RvLg/vGPAHRB2ArotJ1XUowAt5Ljtk7v51y1qv77Z711FhFhRXHKTT0Z3ximrM2J9V1GSEhrybp/C23+Vcpcf6wk8k9Se9dHKuIzz2rnrlcHNZ8zb1NHFLZHqPwxJ/4R2fn/AJeW/kK7auL+G8W3wwWIwXuHOfUYArtK647I86p8TCiiiqIOR8dHFpaf9dD/ACrjYzxiup8fykCyiH+038hXIxuNvNclb4j0MP8Awxtw2B1rODHzgR1BzVy5b5TVO3UyXKoOSTgVMdzWWx7PZSedaxScfOgbj3FWiAykMMg9R6iqVnAbOCK2Y5MaKufXirqmu9nlHzB4+8I21j4Yup4YVjvNE1aSxmIGDLby/vIWP0DBR7H2ryavqj4i6Gbz+3rONeNX0jz4x63Fo4YD6lGA/wCAmvlepA3PCN82m+L9HvFfb5V5ExPtuAP6E19V+PFjvbrw3pkkgEU2pi6mU9DDAjStn2yF/MV8dqxVgynBHII7V7z4h8aDWNEuvEEEg/0fw5FaRgHlLm5kKyY9wsRFAHjPiXU21nxLqepltxurmSXPsWOP0xWTQetWrS2nvbyCztozJPPIscaDqzE4A/M0Adb4X8PW2s+EvFFw8TNqFrbJcWnynlUceaQe+ARn61xFfVTeELTwR4K0R3YSjTZCuov2liuMJP8AgMqR7JXzb4j0eXw/4i1HSZeWtJ2jDf3lB+Vh7EYP40AZiO0ciuhwykEEdiK+1fBPiBfE/hHTdXDAyTwjzQO0g4YfmCfxr4lr6B/Z38RZi1Lw5NJkr/pduCe33XA/8dP40AbX7Q+p/ZvBVlYAjdeXYJH+ygJ/mRXzJXtf7RepLN4j0nTlY5trVpWHu7cfoteKUAFe9/BxLm51DTbadf3Oj2EtwAT0kuXG04/3F/WvHfC+nLq3inTLGQAxS3CCTPTYDlv0Br6I+EcjanY654kmUBtU1BvLwoXEaDCrgdhkD8KqO4HosshCkDv3qi3XFWHO7JNVjVgaukpiKR/U4/z+dadVNPTZZx+p+Y/jVus3uAlcX4y0zY6anCvXCS4/Q/0/Ku0qtd20d5aS28oykilTUSjzKxdObhJM8vjfctRzc9KW5gksb6W0l+9GxX6+9NJ3VwSVnZnrxd1dFCYnOaqE4Jq7cr6Vnn7xpRZUloeteEdT/tLQotzZlg/dP+HQ/lXQ15b4F1M2Wt/ZnOIrobPow+7/AFH416lXfTlzRueRWhyTaFoooqzI5jxscaVD/wBdx/6C1czZAkCuk8bNnT7ZPWbP5Kf8awrGPEYrkr/Eehhv4ZaHyjBod8jrSyDC1TklweTWSNWrjn963PDFuYzcTHOZQhGf7uDiuet431C8itIT80hwSOw7n8q7i0gW3up0QYRQiKPYLXVQXU5cRKy5SzIPloXoKH5FNQ8V0HIO74rwzx/4bN58RdctguTqWgy3Nsn964j2Zx7kR4r3PvVC70XT73WLDVZ4N17Yb/s8oOCu8YYe4xSA+GKnglaCeOVDh42DKfcHIr1nxV8KvI8T+ILKyZo3NsdS0uID5Zow37yL/eXPH4eteUWtrNd3kVtAm6aRgqr0yfSkB9v6FqI1fQdP1FTlbq3jlz9VBP65qW8vLawtZLq7njgt4l3SSysFVR6kmuT+F19G/wALdGklcIttA0Upc7QhRiDnPTGK5Txv8SDf6Tcx+HrW1ktIGzJq98g+zI65wIQw/eP6YBwe3emBH43+K0sdhs02STTbKX7t7ImLm6X/AKYRHlV/6aPgegJ4rwLUdUe9d1VTFCzFiu4sztnJZ2PLN7mq19fXWpXkt5e3ElxcytukllYszH3JpLOyutRu47Szt5Li4lO1IolLMx9gKQFSvRPh98LtT8bTrdzBrLRlPz3LLzJ6rGD1Pv0H6V3vgL4ELEYtR8W4Z+GTTkOQP+ujDr/uj869xihjgiSGGNI4kAVERQAoHQADoKdgKOhaFp3hzSotN0u2SC1iHCr1Y92Y9yfWtLvSikNMCjqI3Wsg9Qa4fblWX1BFd1e8wt9K4vbiZ19CaY0eXxJt1J19DXWWA+UGuanHl63cD0kI/WuksThBXFNanoQLkw+Q1zt6uK6STlMVgX6Z6elZrc0buj1rwNEIvCFhxgsGY++WNdJ3rnvBTBvCGnEHP7sj/wAeNdD3rtWx5kviYtFFFMk828dTFtaWPJxHCv5kk1zYY7eK2fFZabxDdjB4ZVH0CisZ4JEBPI/CuGq/ePVoK0EVrh+Ks+GovtXiCzi6gyrn6A5P8qzrl2CksK3Ph6Uk8TxF+oViv1x/+uqpasmtpFnq90u0rIPoaEbNTyoHiZT3FUYHOwbuo4ruWqPMMHxwpt9KttYVN39mXSTygDkwMDHN/wCOOx/4CK+RNb0qTSdRmhOGiEsixuDkMFcr/Svt+WKK8tZbeZA8UqFHU91IwRXzH4s8Iz23hbU7BkZ77w1fs7MeTLZz4KP74YfqfSkwPKK9C0UzH4W69qE+wxwzRW0C45eRhtyf9xC+Pdye1ee1pQ6pcW+j3mlqc211JHK4/wBpM7T+TN+dIDNrtfhXaPefE7QY0UHbceYcjIAVSxP6VxVet/s/afJc+P5rsJmK1s3LN6MxAH9fyoA+ldQsoNT0+5sbpN9vcRNFIvqrDB/nXyj8SdIuLSW1mugWvbMnS7x8ffaIAwyH/fhKf98GvrjFeRfGfwwLjSp9ThTPnRLHNgZxJHlon+uC8efRx6U2B8xV1nw818+GfHelagX2wiYRT88eW/ytn6Zz+Fc5Pby27+XNGyPgHDDsRkH8qrUgO4+LmoHUfidrT7spDKIEHoEUD+ea4erd5cNdXc1w5O6Vy53MWPJz1PJ/GqlAHUeEz9ki1rVTx9j06RY29JJSIlx74dj+FfS/w+0v+yfAGi2hXa/2ZZX92f5v5EV84+BNLHiXxDB4alv3tLS/cPNsUMXMasyge/Le3PtX1tb26QW8UKOSsaKgLkZIAxzVxAhkGEqseTVy52ggbs1VQZlA/wBoVQHQxDbCg9FFSUg4GKWsgCiiigDg/Hdh5c0GooOG/dyH37H8s/lXLxPnoa9M8SQR3Hh69WTGFiLgnsRyK8ptixcdcVx4iNnc9LCTvG3YnuOQRWa6/MeK2JIsoT6DPSs2RRvrnTOvoMgle3mjnQ4aNwwI9Qc17fBKJYI5R0dQw/EZrw9x8p4r2rTQRplqD1ESA/8AfIrsw70Z5+MWzLtFFFdBxHL+Moy1tav2E2PzH/1qyrRQFFbfi9lXTISevnrj8jWLasCgrkrfGd1B/uySf7hrEvM4wOpNbM3IPpWPeDa2R61nY2TL3hHMfiEK3O6B8fmK7oqBcOR3ANcNojBPENm/QNuQ/ipruyf9II/2RXXR+E4sR8YN0qJTg1N2qEjmtjAdmlzTRSigCGaxtri7tbqSIGe1LGGTum4Yb8CK+UPiX4bm8I/EG8FnG8ds8gvbVkH3FY5wPTawI/AV9G+LviF4f8G25/tC68y7IylnBhpW+o/hHucV4D4t8T+KfiU6v/ZsdnpMLFo84REHQtJK2M/oPakwEvvGVtpT39pMkOq210630NhDct9jincZcSjAaTBAO3O3JNcfrGs6z4huIbi+kklz+7t4kTbGg6bY0HAHbAFekeDfhTLfrHcRwJchv+X69jZbVf8ArlEcNOfdtqf71e0+G/Aei+H5hdrE15qRGGvbkBnHsg+6g9lAoA8H8H/BDXtf8u41cnSrFsH94uZnHsnb6mvf/CvgXQPB1v5Wk2SpMwxJdSfNNJ9W7D2GB7V0felPTmgBtNPSnU1ulMABoPSmg0uaAKl7/qjXHyDF2/vzXXXx/dGuVnH78H2qkNHmuqqE124IHWQ/zrZsZBsH071j65lfEV4g6eZn8wDVq0m2IM1xT3O+GyNwyYWs25jLZwKs2xa4JwOKuS2arF05rJmqO1+Hlx53hWGPvBI8Z/PP9a62vOvhzdiG91DTm/iAmT+R/pXotdcHeKPOqq02FFFFWZnmPiJSfFV3/vL/AOgigQq0WCAam8SoY/FEx/vBW/TH9KWHBSvNrfGz16P8NGRd2ERQ/IBVDSG/srXba5U4VJAW+nf9K6G4QFTisOeL5yRTpOzHUSkrHsxPyEj0rOAJJGMetM0W6N1oVrNn5jEAT7jj+lXNoddwr04s8hqzsRhWTkciopbS0vEmjubaKQTxGGXcoy8ZzlSfTk8e9WUPGDSlAabEfNniz4WnTtF1S2sbJmvNNuGubecdbqxYcj0Lxt174NeRQwS3EwihQvI3RR1NfeG0ZG4Aj3FfPvjn4N6vB4mfWPCtotxZySecbVJBG8D5yQucZXPIx06Y4qWgPEYUEk8aHozAH8TX1V8HNKs7LTteubeNEZ9UltxgYwkWFUfzP41w1r8H7+98eW2pXFqkWizus0ipgNG+zcyFMgr84Iz0yRxivYPB/huTw1b6rHJIr/bNSnu129FVzkCkB0dVtQsYNT0+4sbpA8E6FHX2NWaTFUB8tfEnwVcaVoWn3iq0j6XnTb5wvUAloJPoyMB7YAryuvvK7s7a/s5rS7gjnt50KSRuuVdT1Br5T+J3w4uPBWqG5tA8ui3LHyJTyYj/AM82Pr6HuKTA85oorR0jS7rW9WtNMs0Vrm6lEUQY4BY+ppAdD8PfDl/r2tzTWN5LZtp0DXPnwqWkVhwgUDqSxH4Zr6r0uO6h0ayjvZWku1gQTOxyS2BnJ9a88+D/AIF1fwZe62dXtYkMgjjgnim3iUAsWxzwPu9QDXqTMvcVcQKMvL0Wy7rqIf7QpZCNxx1p9gM3sf4mqewG7RRRWQCUUVl61qqaRp7ztgyH5Y1/vNQ3YaTbsjA8YaqP+QZA2WbBmI7Dsv8AWudtbUADioYjJc3DTSsWdzuJPc1rRqAtefWnzM9ahT9nGxXuEBiINYdyoXpW7dNgHNc9clppxGgLMxwAO9ZRV2bSdlctaFpcmsavDBg+Up3yN6KOv+FewgBVAHQVheGNDGj6eA4H2iXDSn09F/Ct7tXo04cqPIr1OeXkOooorQxOV8b5GnWxB4FwMj/gJrGsJMxjmt/xpF5mhF8f6uVW/p/WuV0yX5QO9ctb4juw+sLGnKeKzbtdwNaEjZWqUw4NY9TdLQTSZM6rp47+cAa7+Q4u8eq155peF1uzz0E6/wA67+V/9NH5V2UNjixHxFmomHNSA5pGBNbHORlgilmICjqScCuK8Uz+ItfVLHwldtBEwInvQmxAe22U5yPZFJ/2lrsntYZWzJEr+zjcPyPFPOc5oA8l0j4RQabcfaJIV1fUmO6S/wBVJ8hG9ViB3SH/AHiPqa7XT/Aumwzx3epO2q3cZzGbhQIYT/0zhHyLj1wT71046U6gCPB3VIo5oNNBwTzQBKKO1NB4paAE701qcetNNAEfelzSGkzgZp2Aq3pyhHtXLz/60fSukvGJjf8AKuckGZR9aYHnGuYPim7/AN4f+girduiMnI/OqOsc+ILxweRKR+WBVu3beuB1rjnuz0IaJGxp23DYH0rTlAMeMdqzdOTYoHXPWtN+IjWbLV2yt4Zm+yeNLU9pt0R/Ecfyr1yvFYJjbeI9OmB+7cp09zj+te09q3ou8TkxKtIWiiitTnOF8Zw+VqtpcgcSRlD9Qf8A69UYD8gro/GdqZtE89R81u4f8Oh/nXL2UmUHNcNeNp3PTw0r07diaZeKzJ4uTWs/zA4qjOvyms47mstjpvCF1u0Z7fPzRSkfgeR/WuhhOMr+Nc74TgA0mV1HztMc/gBW5+8Qhu1enD4UeVU+NlsqCaAMUitkAinUyAoopKAHZpabRnFKwCkUho3UZFACYrG8UaBF4k0ZtMuGAt3kR5EK5EgVg20+gJAra4opgeYeJPgv4a1zUYry3jewfeDNHBxHKoAGAv8ACeOo/Gu1sPDujaUqCy0y0hKKgDrCuflGFOcdcd61ZBkUwHIppAMY+1RM+BgirJYAVXkYHtTQFSYjPAxU2mjN5x/dNMkTEbOePSptLU+e7dguKHsBrUUUVmBE7KiF2ICqMknsK8y13VH1rVSyE/Z4/liHt6/jW/4y1vyo/wCzbdv3jjMpB6DsPxrlbKHkGuevO3uo7cLS+2y9aQ7V6Vbc4Xj0pqfKnpUM8u1TmuJneijqE+2M5P61reB9H+0XDapcLlIzthB7t3P4Vg2tpNrWsR2cOcM2Wbsq9zXrNnaRWNpFbQrtjjUKBXVh6f2mceLq2XIizRRRXWeeFFFFAGXrtv8AatFvIgMnyyw+o5H8q87sXxz2r1SRd8bL6givKrZNkjxHgoxH5HFc9dbM7MK90a4OV61BL3p8fCYpknQ1zHWij5rW8yzIPmjO4fUc12unXRvLC2uz1kQSH8eTXEzL19wRXT+E5RLoFmM52ps/KuvDvc5MStmdQhyoNKTg1FAfkx6VKRkV0HGGKaVoU9qfQBCCQcGnA5pxANIBigBG6Uzd81OeoMncaaAsg5p2aiU8VIDSAU000tITQBGaYxwKeajPJpoChfHZbOe9YQG6Qe3NbOondEVHqKysCNZGJ+6tAHlOoSF9XuXz1mY/qau2hyQM4qjqMZhv5VPUMc1bsTllFcUtz0Y7HTWI+QVdk+5VWxACirMxwprNmiOe1B/LuY5OfkkVuPYg17ijbo1b1ANeEaoS8qoOrNgD617tEMQoD2Ufyrehszlxe6JaKKK3OQrXVulzaywSD5JFKn8a80t43tbiW2l4eJyh/A16n2rg/Fdp9j1aO9UYjuVw3s4/+t/I1hXjeN+x1YSdpcvciXBWqdyuAatQHegNRyQvK4RRlmOAPU1yo7Wb/hDd/Z0oYEKZSVPrxzXQY5IqpZWy6fZwW45CLhj6nv8ArV7AIr0oq0Ujypy5pNoiT5X29j0qUimMpx7jpUiHctMkQUtIeKKADNLSUZoAMUmDSg0tADckUm+nGkPNADSQRSYA4pSuaTaRQAhKgcio2kRRnApZlOzNVGVn74FUkBFcTGU47Crekj5pvwqm6YbFXdLP+uHoRRLYDSrL1rVYtI02S5fBbpGv95u1X5JEijaSRgqKMsx6AV5R4j1x9c1TEZItYjtjX19/xrGcuVXNKVPnlYrJJLfXUlxMxd3YsxPrWzDEqIPeqdjbhVBIq8zY59K4JO7PViraCySbRism9uC2I0yWJwAO5p97dBQQDzXR+FPDrKU1O+T94eYY2H3R/ePv6UU6bmxVaqpxuanhXQv7JsvNmX/S5gDJ/sjstdJRS16CSSsjyJScndhRRRTEFFFFACdq8w1GM23iC8j7CUkfjz/WvT68/wDF1uYNfjuAPlmjB/EcVjWV4nRhnadiKPn6U2QYOKW3O6MewpZFyK5DvW5RmHStL4fz+bo5XP3J5F/8eNZ1xwF471N8Nmza3yf3LuQfrXVht2c2J+E7+Phj71NUI9akBrpZwiMMHIpwORQeaYPlOO1AEmaSjtTT9aAEaoD96pjUB+9TQEy9KeDUadKkpALSHpS0hoAjao26E1I1RnvTAybhic/WqN7H5Vic/ec4rV8oeYSxHWsrWZMypGDwBmqA8y8RQmK/LdnAI/Dio9PPzLWt4pgxFFJ3DEfgaxLBsSCuOqrM76TukdhZ8oPWpbg4jNRWZJjBpt65EZ+lYM3RgyfvtZtY8j5p0H5sK97AwK8F09TP4h08d2uY/wD0IV732roo7HHiviQtFFFbHKJWPr+nf2lpM0aj96o3xn/aH+cVsUUmrqzHFtO6PNtNffFzkGtzSLMzXwmK/LHzn3qpDprR+Iby0ThN+8eynn+tdZaxJDGFQAKOlYUqTvd9Dsq1lay6inBBBp6tjg0jIM0Yx0rrOIlxmozmNs9j1pVbsafjIpAKCCKMVEMoeOlSg55pWASil4pCaACjNN5pNp9aYD8ik4pmD60u3NAD+KQkCjGKgkfnANACTuWG1epqs6lVIzU+Mc1GykqWIwBVICsq5OauaX92Y/7VVkGIGPf1rC13XZNF0d1gBE9w21X/ALoxyfrSk9BxTbsjP8c+JdzNpNm/yg/v2B6n+7/jXL6dCXYMay4y085LEkk5NdNYRBEBNcNSVz0qUFFWL8Y2IBVW8uhGvWpLmYRRg561f8N+HTq0ov79T9lU/u4z/wAtD6n2/nWUYOTsjSc1BczF8MeG2v5F1G/T9yDmKNh98+p9v516H0FNACgADAHAApxruhBRVkeZUqOpK7FoooqjMKKKKACiiigArlfGtoZdNhulHMEnJ/2Tx/PFdTVLUrUXum3Fsf8AlpGVH17frUyV00VCXLJM4Cyf5BzxVtxxWXYuVyrggqcEehrUyCorhPUuZ90CO1SfDxfLudZi/u3hP5gGnXa5jHtUHg2XyPF2p2x4E8Uc6++PlP8ASt8O/esY4le5c9FzxS54pcAim4rsPPHBx3pTzzTNmaASODQA7IpPxoopAIxqMAZp5pnGfemA8U/vTV606kwFpDSikI96AGNVds5NTt9ahbNUBD5fOT0Fc/fHfdyN2BwK2by4MabQeTWNL87MT3pgjmvE0G/TWIHKnNcfaNiRa9Vi06PUZjaSqCJYZAAfXHB/OvKYlMdw0bcMrEH8K5qy1Oug+h19i58oUX7ZiI71BYMTGBj2qzcRZUk1yM7EjM8OxiTxbpUbdPtAJ/U/0r3TtXiHhPEnjjT884kJ/wDHTXt/auqj8JwYn4wooorU5wooooAz2tQmpyXPGZIlT8if8RUsfBxSyNmbjoOKUdc1S0QXuOak4p3WmsMdKAEYY5pQ/rSg5FLtFABkGgYpPLB6cUbSO9ADs0YzSA0tABtoIpc0UgEx7UvSgkDmo2kFG4CSv1A61GsYHJpNxJ+UdaeEJ+8eKoBOvA6CoJ3J+RRUztgbVpsUQ++aaArzr5VqF7muN8aw79JhcDlZQPzBrr719zhR0FYHieLfoMh/usrfrUz+Bl0/jRwVlbYYHmttH8tBzxWfanb9a19O0ybWroQRfJEvMsmPuj/GvPs27I9S6irstaNora9eLJIGWyiPzt/fP90f1r0SONIo1jjUKijAUDAAqGzs4bC1jt4E2xxjAH9T71aHNdcIKKsebVqOo79B1FFFWZBRRRQAUUUUAFFFFABRRRQB5vrFv9j1+6jxhZG81fo3P880+NvlHvWr40t8PaXgHIJjb+Y/rWLCSyda4qitNnpUZc0EOnUGJvXFZFlL9j8Z6VP0WYPbsfr8w/XNbDkFcVz+s7oY4rpeGtpknH/ATz+hNOk7TQ6ivBo9bU8UtVoZ1kto5QeHUMPxFSCYdDxXfY8wlprYpu8Gmke9FgH5zQPpTRSjg0ABxUfGetPIJpu00wHLUlRrkU7NIB2aaWFBPGKTFADc5zxUM7iNCxqdiAKytSm+TbnrTQGfPKZXJ/KmxxFzk0+GEvyasPiGEmmA3Sf+RgjGeFjYD8q808S2X9n+Mr+HbtVpi6j2bkfzr0Cym8rVIZuwlUE/Xj+tc/8AE6y8nX7G+UYE0Wxj7qf8CPyrGstDai7SM/Tx8uK0Lhf3J+lUNNG5av3J/dHjtXCz0ih4DQv44t8jO1JG+nFez15D8OI9/jGdzn93A2PxIr16uun8J5uI+MWiiitDEKQnAJ9KWobhsREetCArp8zFj1NS44qGM1OOlWwQqmlIyKaRzSg0gGkEdKUMe9PpCuaADJoyaQHHWnUAJzR2paKAE5o3UtNwKAA896btU9qDx0pME0AOAAoJwKOgqMjceelACDBPrT5CEiJpyqFFVbl93yinuBSfLuSaoa5Hu0W5BGf3ZrT2hTVHWVZ9MnVQSxjIA9TTlsyo/Ejg9NsLjUb1LW3TMjHk9lHqfavU9J0uHS7FbaLnHLOerN61U8O6JHo1kAyg3UgBlf39B7CtwVz04cur3Na9bndlsLRRRWhgFFFFABRRRQAUUUUAFFFFABRRRQBjeIrX7VodyoGWQeYv1HP+NcTbN8o57V6U6K6MjDKkYI9q84aE28rRnlo3KH8DXPXWzOzCy0aJnGBms/ULZZoHjb7rqVP0NaOdy+9V5gPLOaw8zrSOi8JXy3uhQRSY8+BfKce68ZrcMQNcX4ZWNdRliLlXk+YYPXFdooZeGO4etejCXNFM8upHlk0MMOKAh9amB9aQrnpVXMxgGBRzQQRSbiOooC4u7ilDCmb6cGWgLjs80vamhlpN4oHcfmkLYFMLio3mVR1osK4ksgArKuh5k6DFWZJM/Menaqck3OR1pgTZCKAMCqtwDJgZ4pNzuT1pwgdsZ4pgZ94RDCNvUOG49uan+JVt9p8O212oyYJlbPswx/PFR6igDonUmtfW7U6j4Dmjxuf7KHH1UA/0rOpqaQdmmef6UfkGKv3ZAiJPSs/SSGRD2Kir18f3JzXns9VFj4YRZ1vVJv7sYT/x7/61epV518LFyuryesyD9DXotdkPhR5lZ3mwoooqjIKrS/MrE+lWaqysFPl5G4jIGeSKaAjiHFS0kYAUU/bmqYBTacFNBB9KQBQGpBQRQA7INGKZijJ70APxSYNANGaADBpeKTIooAXikNJ+NB6UAGM0YApMmmnPegAkfA4quw+UmpSMmmvjFUgKxGWwKiuAu9QwyMjI/GrKjMmaq3JzI2KoDfoqKBxJBG4OQyg1LWIBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADQOBXC6xELXXJ1IwkoEq/j1/UGu7rmPFtoHtobsD5o22Nj0P/ANf+dZ1FeJtQlafqYBYbcDpUEzApn9KlC4j69OtMaHcM1xs9ONjHvmkhCzIzo8bhgyNggj3r0DSdUkuIYhOpy6gq57/X3rj540kQrIpK9DVyLUL+20v7LbJbzAD920wbI+uCM10UKqirSObEUXOzid0c4zg0oNZXh/U5b6yVblVS6QfOqnI+o9q2cD0rqTTOCUXF2Yzg0wjFS7RSbAadxEDY7im4DHANWDF7mm+UR0xTuIi8sjvmjbtGSakIZR90mq0vmudoVgKBEbyEkgYqFmPrUn2eTGAho+xueOBxTAoSs0jbV5qSOyOAWq/FZiMdieuaeVx+FO4yr5SRITjmo9wCFsU91eRtowBnHWq99uWMIHAB60gMqZ/Pumc9FBP5Cuus4RLocELDAe3CkfVa5dIFSCd8ZwmMn3NdXpfmf2Zb+Z97YPy7fpUyK6HlGmRGKRov+eZK/kcVNq7bLZmJ7Yqe2ZDqV+QAoE7/AIcms/WXDRtzwK4JbnrQ1VzovhQ+601Qd/NQ5/A16NXmXwqV/M1Qg/uxsB+vP9K9Nrqj8KPMq/GwoooqjMK878X3V0/iCLy96W8EeFmjbBD55Ht2rv3JCMQQDg4JrzO+kmkuWkjmcsWO7GG/BlP3h7jmt8OveuZVdrFu28R6vbrkTwXKA8LMOcf7w5/PNaMXj+ziIGpWc9r6un7xP05/SuXmlt0HzRWofGSSWjPX0qkZLSWQo8K7efmFzXS6dOXQyUpxPUNO8R6LqqlrLUraUjqu8Bh9QeRWtwwyOR6ivFLkWzQC1gSKNFk34XDZPcknqf5VdtXuIYtlneXVthcLsmPHpweKy+rX1TL9uluevDFGB6V5JF4g8S24AXV2cjg+dGrZqWPx94ktyA8VjcjnqhTP5GpeFqdBqvA9WKj0pu0V5tH8UruFWN3oakr3iuMZ+m4Vfsfipo91C0sllfxKhAdhGHC/XBz+lQ6NRbotVIvqdzto21zcPxA8LzRLJ/ascasdo81HTn05FasGv6Rc/wCp1Szf2E65/nUcsl0Kui9sNJtb3oSaKT/VyI30YGpRz70hkO007tUmKSi4EdMZvQVPioz1oAjAY9jTWUnoKmpDjr0+tO4EPlkck1TkQBj9adeatYWakz3cSgDJAbJ/Ic1zdx4ysZDItnHJMV/icbV/xqtUrsFq+VbnW6SzNpsW8YILD8ia0KzdDuWvNFs7hwA0kQYhRxzWkayB7i0UUUAFFFFABRRRQAUUUUAFZ93rOl6dPDDfalaWs05xFHPOqNIf9kE8/hXyh/wu34h/9DD/AOSVv/8AG6pL8WPGy6hcX41ofariJYZJTaQElFLEKPk4GXbp60AfYGo31vpWm3WoXL7Le2iaaVvRVGT+grJj128tNIu9T1zTV0+2t7drjak/nOEAyQ42gBvYFvrXyxffFzxzqVhNY3et+ZbTJskT7JAu5fTIQGqknxI8VSQ30R1CFVv8/ajHYwIZiTkliqAk+/4UAfW+napezI39rWEdjL5XnrDHcGd9nfcAo+YdCF3D35GcfVPEJvfCupXraVfRILlLayjmjMctyzNGqNscAoDI+3nsM98V82N8XvHbXsV4ddzcRRPCj/ZIOEYqWGNmDkovPXj61C3xU8aOk6HWjiedbmTFtCCZFKkMDs4xsXp6UPUadnc93mvLqzsHlmt4Li7WaO3W3srjzN0shARdzKuMk9cYwDycVJcXlxYWM73UFtLdo8US21nc+aWeVtka5ZVxubIzjHB54NfPln8RvFtgswttYdPOmM8h8qMkvjGclcgADAA4HYVHD4/8TwSyypqh8yW4juXdoY2LPGcpyV6KckL056Vi6Wp0fWGtj6DvJbuzsJJJre0a8WaODyYbosm+RgqAsUBGSeu0jg4zirNvb39ur/bhp6sGCqtpcvL65zujTH4Zr52k+IviqWZ5X1TLu8Dsfs8WC0Ll4zjbjhmJ9++RToviP4ptwVt7+CAMdzCGxt4wx9TtQZPv1pOjoNYl3V9j6O+0ywuCrsvGCVOD+dTNd6uIy9nrMoOMhZ0SRf5A/rXza3xM8Xv97V8/9u0X/wARSD4k+LgpUaucHqPs8X/xNChNbMbrU3uj0qT45eJNJ1S6sL/TtOvPIcrvTdFkfgTW3ZftC6W+0X+hXkJ7tDKsg/I4NfPV3qV5fXMlzczb5ZDlm2gZP0AqDz5P736Ct03bU5ZWvofWFl8a/BF4Qr6jNak/8/NuygfiM10tn4z8M6iga017TZAeg+0Kp/JiDXxV58n979BTTIx64/IU7iPu6OWK4XdDIkqnvGwYfpQY2z91/wAjXwtHeXMJzHPIh/2WIqx/beqgY/tO8x/12b/GncWp9veW33nBUe9Rme3TLNLEo/2nAr4fk1C9mJMl3O+f70hNSKzsoJdzkf3jTuB9rvqmmwL+91CzQ/7dwg/maqSa1peM/wBp2ABPH+lR/wDxVfGf1yfrSEhhgqMUXA+wn8RaJaoWl1rTVxn/AJe4/wDGuS1X4peD7F2L6r9rkH/LO0jL/rwK+aCiH/8AVSbQPWjmA9c8Q/Gy5urSa10PT/sokx/pE7B5APZRwPxr3PwbfPP4C0a8uHMkn2CN5WJJJYJzknvkGvjOOJpZFiiUl5CFUDkkngCvrjW7v+ytC07w/CxMxt0RzjBEagD8MkY/A1EpdS4xcnZHO2iu0M056zyGTJ9zmqGrgNabuQAea25CEhHA4HSsfVh5lttGBXG9z1o7WOo+FUGzSL6fj95OF6eg/wDr16CK4D4XzA6dqFv/AM85w35j/wCtXfiuqOyPLq/GwoooqjMo6pN9n06eTuFx+fFebXkkKTs7BgT19K7jxTcCHT0TdgyP+eBmuEYRykq+OfXvXbhlpc5qz1sR/JOAgnfHQhjVd9LDZZACfUYqb7K0bkryOyn/ABqJJQh2MBx1zXUvIw9RiRvBn90CO5HWrMbwuMF9hI6MMVE/CqQcgjpTJGRlCsOMevSmInltzgHaGX1GKoPbFg231JqciWI5jclMdM44qQ3W1CJMHdxyMH1qkJmWZEijkE0XmJx35BpLKJBbz3UShXD4jwPlcDqCD2qWYpFHIGAIY/xDIFXfDpWLSX2bsyFnO5Nw4PPGeelEnYcTntSji+2WcKW3yDfN5UuGwD8uOO2V4qzDpyXUmWtUiQdSBgU6JjJ4suhuEYhjSLK8YO1GP6sa1yhyyAk/Woha1xzvexnJo8UbMYZSmP4gcc1eSDUFRRDqd2mB0Fw3+NTGECPJPPoKQeYWJ424ptJgmwS71eBhs1m/PPeUt/OrEOueJnnCRarMEHVnRG/pUEbuQWKdB+OKmgfaAdhQHgc1Dpx7DU5dzUm8TazBgNep83QmIZrH1Xxh4haVV0/VYxIV+aDyk357EZ659Klu0S5iBA5FYD27KWXcGjJzg/l/Ko9lF6pFqo9mzpz4g1CW1DveyggAOWOzBxye1QvdRzoH89p0I5ZnJrBj37mCs5U9VI3DO4dj2C5rUikMabYYoinfFj1/D1pcqiVdyKOq3Rhsn+yAyFiCojXcSPQAc1FDJPGjC4i8qSVAyo33wM9/Q+3tWg737oFSOSCLq28rCo/75+asOe4iOqxxRH5nBUkAhSQB0zz3rGs7U2b4aN6sT2bwnkeFtN3dTAp/OtysbwwV/wCEcsApY7YQp3dcjg1s1xrY1n8TFooopkhRRRQAUUUUAFFFFAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABVpG+RfpVWrC52D6U0A7dSbiaAKdxTASilyKQ9KANXwvC1z4t0eFRkvfQjH/AAMV9I30hv8AxXqM7E4ik8hB6BBg/rk/jXhHwqj874m6AuAQLgkg+ysc17g0hXUNVlbqbuXp/vGsamx0YZXkxbk5Vu+KzbvmMjrxVpZhISKr3n3OK5nqehaxt/DGTZeapBxkhH/mP616VXlHw7fyvFNwuf8AW254+hBr1auqHwo8yurTYtFFFWZHHeNtwks2ydoD8flXInb55VztI6D1ruPF0Ms9pbCGPewYk8gcY9646TS7yThoc/Vh/jXfQkuRXOWqnzEXmPCVwN6Hqrf0pPMtrkY3bXJ6PU40/UVXaIchexZf8aRtHuXVVe2ZfdXX/GtuaPcy5X2KtxavGxKrkdiMelVXBJO/jj0rTGmalAwSNMqeilwR+pptxp15NFgwAP0yGH+NUpx7icX2M7e24gYYEDp60GXKANgr1+Ye1Wv7Ivd2Rbnp/fX/ABqvPpGoOhXyDxj+Nf8AGnzR7i5ZdhwWOSykwmd2eCM44qTRbcvpjKwYlGkC5OCOOooi03UkiAjBQnsSpHT61d0ewu41uQYdoLHOGGATnoM/SolJdyoxfY5ExytruqvEMlbuQHjsEhH9a29jqepHAPSnWOkX8XifUSbb91JMXB3r3WPtn2Nad/ptyspZITkj+8OP1ohNJJXHOLbuUWkIhbD5weMdqQeaETD5J68U8aXqAiIaI7Oo+Zc9frUyafeqm7ymJHbcv+NXzR7kcsuwxFdnHyjGMcipAxyqlQRj+E1PHaXPkgeQ2M8neM/zq1HpfmbVELqR1G4Y/nUOUe5SizMleNIwMH881QmWMgEg5wTzXSNoe8AFGAHQZH+NRvoCsOYjx7j/ABpKcV1HyyOdEKnBVQFA6gVKJzDEUEhB/vE1s/8ACLuT+6ByezEYH61XPhO7kk3MVI/3qHOL6hyy7GWsIuMJ55JPLfT0qzbaXDPqMdpeoVs52DR3KEb4JQMfipGPyrRXwtPB/GfoCKtWWg3cuo29vJhYi+8tuBOByayqOEotNmlPmjJNHbaVpw0zTorTzTII8/ORgnnNaFIBgADtS1wHU227sWiiigAooooAKKKKACiiigD/2Q==", "path": "001909.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001910
Men Tshirts
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", "path": "001910.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001911
Men Tshirts
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", "path": "001911.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001912
Men Tshirts
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", "path": "001912.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001913
Men Tshirts
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", "path": "001913.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001914
Men Tshirts
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", "path": "001914.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001915
Men Tshirts
{ "bytes": 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"path": "001915.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001916
Men Tshirts
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", "path": "001916.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001917
Men Tshirts
{ "bytes": 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"path": "001917.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001918
Men Tshirts
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", "path": "001918.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001919
Men Tshirts
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", "path": "001919.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001920
Men Tshirts
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", "path": "001920.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001921
Men Tshirts
{ "bytes": 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", "path": "001921.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001922
Men Tshirts
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", "path": "001922.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001923
Men Tshirts
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", "path": "001923.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001924
Men Tshirts
{ "bytes": 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", "path": "001924.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001925
Men Tshirts
{ "bytes": 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", "path": "001925.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001926
Men Tshirts
{ "bytes": 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", "path": "001926.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001927
Men Tshirts
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", "path": "001927.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001928
Men Tshirts
{ "bytes": 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", "path": "001928.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001929
Men Tshirts
{ "bytes": 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", "path": "001929.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001930
Men Tshirts
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", "path": "001930.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001931
Men Tshirts
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", "path": "001931.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001932
Men Tshirts
{ "bytes": 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", "path": "001932.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001933
Men Tshirts
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", "path": "001933.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001934
Men Tshirts
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", "path": "001934.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001935
Men Tshirts
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", "path": "001935.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001936
Men Tshirts
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", "path": "001936.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001937
Men Tshirts
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", "path": "001937.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001938
Men Tshirts
{ "bytes": 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", "path": "001938.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001939
Men Tshirts
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", "path": "001939.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001940
Men Tshirts
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", "path": "001940.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001941
Men Tshirts
{ "bytes": 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", "path": "001941.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001942
Men Tshirts
{ "bytes": 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", "path": "001942.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001943
Men Tshirts
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", "path": "001943.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001944
Men Tshirts
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", "path": "001944.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001945
Men Tshirts
{ "bytes": 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", "path": "001945.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001946
Men Tshirts
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", "path": "001946.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001947
Men Tshirts
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", "path": "001947.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001948
Men Tshirts
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nTiG8gkDgbJVbOfQ17D448RaPa65/oKKdSKK0s4kGwZHHHc4xRRWNXY3o/EcHezNezpPcXomctkgkDFFqlslwrBo02t1DjkUUVxM9FbnQfa4FjVVmj5OT8w4Fdr4P0eJLpdSvJrdFUZgjMi9fXrRRV0oq5niZPlO+W9tMf8fUH/fwf40v260/5+YP+/goorrPNF+3Wv8Az8wf9/BR9utf+fmD/v4KKKAD7da/8/MH/fwUfbrX/n5g/wC/goooAPt1r/z8wf8AfwUfbrX/AJ+YP+/goooAPt1r/wA/MH/fwUfbrX/n5g/7+CiigA+3Wv8Az8wf9/BR9utf+fmD/v4KKKAD7da/8/MH/fwU1r602t/pUHT/AJ6CiigD/9k=", "path": "001948.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001949
Men Tshirts
{ "bytes": 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", "path": "001949.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001950
Men Tshirts
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", "path": "001950.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001951
Men Tshirts
{ "bytes": 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", "path": "001951.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001952
Men Tshirts
{ "bytes": 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", "path": "001952.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001953
Men Tshirts
{ "bytes": 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"path": "001953.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001954
Men Tshirts
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", "path": "001954.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001955
Men Tshirts
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", "path": "001955.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001956
Men Tshirts
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T/KuJJJPNMBavvysZHpWfWhEQ6J7cUAMkiBbZjJ+uKmS1giG6Q5PpnNE8YaTHHPTnFMaEpF94E+1ADJJUBwi8e9NSTLc1EwOKfEPamBfij2gsRg9TTJmLHHamecwXA/GlcqsW7dn19qAGBacqjOcc1oW+iatLCJk0u+aNhlWW2chh6jilXQ9Yz/yCNQx/16v/AIUgKAHzZp5JfCirr6FrGcDSdQ/8BZP8Knj0DWMA/wBk3/8A4Cv/AIUwMeddi471WTlsVsXWiayXwNI1A/8AbrJ/hUUXh/WOp0jUP/AWT/CgCK1fCspqOWMBiQKvx6FrCvn+ydQ/8BX/AMKsSaHq7Kdukah/4Cv/AIUAYLAg0qMcnFSSK24qwIYHBBGDmo9pU57UAK8wEZUfePU1CiMzZIpWwOQPzpUkJzQBYU4G2p1j+Xp1NRWy7pMkVbkOwfQUmBlXz/PsHReKroPnFOmJaQnrk1LDtiG9uT2FIDpfBmqnQtftrl2KwOfKm/3G7/gcGvdg30/A18yNOZWwePavcPAOt/2x4YhEj7ri0/cSZ6kD7p/EfyoA6zNGajzS5oAkzRmo80ZoAfmtHRrE398Eb/VIN7/h2rL3V2emWv8AZ2lqrACabDP6j0FAGi4DxNswuBgen0rEw28gj5h2rYQ7Lb6mqMkBmfMbbW7EetMBYFzyeOK0LYfMPYZrPUyRZ3jODg+xrRgIEEkn+zgUgMi8bc7nvms/vV24bOSKog5bFT1AuQrVle1QR9sCrC5NWA/pTh0puMinLyKAGkc01hjmnE4pDgigBuMik5Hen8Y96YOaQC0mfaiigBp+8KvQHkVSPJFXrcZANMC3KN0BFcVdr5d6/Fduf9XXG6wu25BHcYqGA6xOZMe9b4wse5uFA/OsDS03Sdfqa1Lqfe6xIflFUnoBV1JS22de/SvNfEum/YNR82NcQ3Hzr6Ke4r1e/iC2KADpXLa1pw1LRpolXMsXzxn3Hb8qV9QPNTSU40hpgNPNNIpx60HmgDOApx2qCXbaqgkk9gByaBWXrN4iW8lkpy8i4kI/hHcfU0Acdql82oajLcYIQnEa/wB1R0FUe9a8ljBnKgj8aiNrGBxzTAzM81Zt5tnBqKRCjYIx6UzkUAbI2zIjEbsHke1VZ5snAUKPQVDaTssm3PBBH6UMdxJoAQklaakrKcdqftJFRFcUwLIYNXqHwn+HJ8T3KaxqcY/si2lyEb/l4cfw/wC6O5rnvht4AufHGslCzQ6bbEG5nA7H+Bf9o/pXqHxW8aR+HtNh8E+GI1juJY1il8j/AJYIeBGMfxN39vc0gOmk+L3h6HW/7E0+0v7+dH8mMWcIKuRxheRwPXpXoFpNJcWySzQPA7DJidgWX2OOK4v4b+ALXwbokTTKkuqzqHnnK8pkfcU9gP1NbHjjXp/DPhDUNVtYRLPAg2A9AScZPsM5pAaGr6/pegWouNTvobWM9DI3LfQdTXE3fxv8IWzECS+nH96K2OP1r561DU77Wb6S91G6kubhySXc5/LsB9Ky7mU9KLCbsfT+n/GrwVfyrG2oTWjMcD7TAyDP15Fd7bXMF3bJcW8yTQuMq8bBlI9iK+GicjkV2PgHx7qPg3U42imeTTnYC4tWOVZe7D0YUNDPoLUPifpGmeI10C5sNVGpO6pHEtvnzM9CpzyK7deRzkH0JrOittO1SSz1ZYIJpFj3W1wUBZVYfwntkVpdBQB4l8Xfhh54m8S6Fb5mUFry2QffH99R6+o714Pu3EZ6V9DQfE06J8VdY8P61IP7LkuAtvO5/wCPdiq8H/YJ/I1zvxb+GQtRN4m0CItbud93bRjOzP8AGoH8PqKAPFpSCH4wO1QR/wCsAHepWGUJzn6U2EZmH1pgasEexe31qK/k2IRntVpB8tZWqSZkCjt1oYFIN82c0NJmoue1SwW8k74QZx1PpSQCoMtiu++GWom08RvZk/JdxFef768j+tcpHYRQgM7bz+lWoLg2sqTwO8csbBkdOCCKYHv+eM0ua4vwt44i1eVLG/Cw3x4jYfcl/wAG9q7DNIB+6jNNzSorySKiDLscAepoA2PD9j9svxK65gg+ZvQnsK6aeXzZSTim2tqumaelquPMPzSN7mkQfPn9aALUnNrUVkQXII4qeb/j2OO1V7PgkmgCzc23mIWT7/8AMUAbNPJPVsnBqxGdxGKbegCAgcADihgc/P8AcJqkn3verd0cJiqcf3xUoDRj4AqwtQJzip1FWA/I2+9KtIfTj15NVdP1TT9Uikk0+8hukjkMTtE+4Kw6g0gLLfXmk9ad60lADaQd6UHNAG48DrQAHnmm1GLq3N09qJ4jcou5oQ43hfUjripT94UANzyBWhAML7VRK4Za0oVwgPtQBP8AwcVy2tRZlDH+En9f/wBVdRnjFYOrqMP+dSwMyzk8lCP4m/SrsJDyr65rKDkH2q/ZPmQZ9aaA2b5d1r+FYsIxPt7MK3ZxvtPwrBb5HB9OKHuB534o0sabq77FxDN+8T29R+dYuK9O8Vab/aWjs6LmaIeYnHXHUfiP5V5j1pgNxRincUhoAz1OGDEdOa5K/t9TtZpHngMkWSTOhyv1PpXWr7VX1OKeXSbqK2XdK0ZVR3PqB74zQBwj6mwPEY49TVZr6Zuu38qhdSrFSCCOCDTKYFpLtmwrqpB6k0s1qRnaOf7p/pVTvWhbSLLBsdsSL90+ooApIdsg4wavJEjYNV3XMqbuucGrEhMbEelAEwjQelQyxcEioGkanxzk8NTA98+B/jmx+wx+FLyKC0uUJNtKo2/aSeSD/t/zFZ8/w4uvD/xh0W6lea80q7vfNW4lBZg4BbY59c9D3rxmOYxSpLG5SRGDKy9QR0Ir6Z+FnxGh8YWA03U5IhrFrjg8eeo6OvuO9JgenJwtRXFvFdQSQTxpJFICro4yGB7EVMuO1LSA8j134F6TeTST6RfS2DNyIXXzIx9OhA/GuGu/gJ4qE58i80uZOx8xlP5Yr6VxRigD5hb4D+MemdMx/wBfB/wpp+BXjNeVXTm+lz/9avqCjFO4HgKN8XfBuiwWdvZxy2dtHhTDGs5UZ6ev6Vy8vxt8eRSvG91aI6naytZgFT6GvqXaPSvNPiZ8L7TxVZzahpkCRa2oBVgdq3AH8L++OhpAfPgTXPiB4tcxxfadTv33SbE2oBgAsfRQBzX0Vfa3Z/Cz4e2Nrqd42oXkcQhhRz80zY6f7g6Z9Kg0HQtB+EPg+TUdRaM3rxj7TN1aWTqIkHpnp+Zr558XeKr/AMX6/Lqd85GcrDCD8sKZ4Uf1Pc0AZ9zN9ruZrkxRxedIz+XGMKuTnCj0FVEG2cfWnK+cDvUqxF5V+tUBoD7o5rAvH33D/Wtyc7IW+lc/Nndk96QCQxGWVY16k1tZjtINqgYUZPqTVbT0SOMSEKWYdT2FQXs24BRwMmgAOoyuxJwPYUfaSSMsKpcg81veFdDOv65BaMGEHLzuvVUH+PT8aAL3hCxfWfElpAm4RxMJ5nHZVOR+ZwK9w3ZOfWsrSND03QoWi062WEOQXbJZmx0yT/8AqrRzSAkzXTeF7ADdqUq/KvywgjqfWuesLSS/voraIfM5xn0Hc13sqpBAltCMRxKFHNADXYySE1KgwvIpkKZ5NT4BGaYDt3yFT0xUUS7QeKf2P0pyjLAdKALFsfmApt4dwb6U+EFZHJ6AUyblfrSYHPXfpVWP79Xb0bZSKz1OJKjqBpxnAFWF5qvFyPTirKcD3rQDk/iZp+sXvg2ZNIndSjb7mGMfNNEOoB68dSB1rwfwp4ovfCetxX9od8Rws0GcLKnoewI7HtX1PJymK8W+J3w8+yvN4g0qJEtCN13Co5ib++B/dPGR269KQHq2h63ZeItKh1LT5C8EvBB+8jDqrDsQa0ccZ7V8xeC/GV74P1hZkLy2MrAXNtnhx/eHow7flX0RL4q0SHw0Nea/iOnsoKyKclj/AHQvXd2xQBfuLqC0gkuLmVIYIkLySOcKqjua8I8a/FK81qaSw0Z5LTTQ3zSqdsk/1PVV9up71h+NfHt/4rvGh5t9MRsx2wP3j/ec9z7dBT/BPgK98W3gnYtb6ZG+JbjHJPdU9T/LNAFz4aW+qT+NbO/tIZZY4mK3UxzgRlSDuY9e3FfQw55xVXS9KsdG0yHT9PgWG2iHyqO5/vH1J7mrn3QKAHbckVpxD92PpVJVygar0XMYoAaWwfxrM1JN8bAdcVemOCearTjdEaTA5PJq1aviQVXmTZO47BjSwttcGkgOtT57T8KwZhyw963LNt1oPpWPcKPOf1zTYD4D5kJTP0rzHxNpn9mavIqriGXMkfsO4/A16RbSFX6Vn+L9J/tDSDLGoMsPzpxyeOR+VMDy+kNLSHrQBSFLSCnCgDO1PQbLVAXkUxXH/PZByf8AeHf+dcXqeg32mEtLHvhzxNHyp+vp+NekDpS9RgjI6EHvQB5HtI7VYSIIm+T8BXe3nhbTruTzI0NvJ/0zA2k/7v8AhisO/wDCepqyfZhFOoP8Lhf0bFMDDnAceYhGDyDUt+u254GMgfyrWh8E6jMQJZoIF6hWYsf0rO1iF4r+RXGCh2n8OKAM8rkVHyKlBpGApgRhj61f0zULvS9RttQsZ2hu4HDxyL1B/r9KoDrU8ZC8ntSA+s/BPjlfHnhmX7JOtnrMMeyZSoYI+OHA7qTXm+s/Fjx74U1yXS9WtNMeWLDBhEQJEPRgQehryrw1r+peHdeh1XTpSk0R+Zc/LIvdGHcGvpe0h8JfFvRLPU7qyEz2zlWjLlZIW7oxHJU9fekBwEX7QuqxkfaNBs39fLmdT+oNX7b9oy1IAufDswPrFcqR+or0FvhX4HdNh8OWePX5s/nmuQ8R/AXQ7uBpdAmksLofdjkcyRE+hzyKAHwftA+H3/1ulajF9Arf1q9bfHbwhM4WX+0LfJxue3yB+RNeM3Xwt8Z2kzRHQLiXBxuhIZT7g5q1p3wg8a6iwB0sWanq9zIFx+AyaAPprR9a07XdPS+027jubd+A6Hv6Edj7U/VNUs9I02fUL6ZYbaBC8jt2H+PtXH/DzwSvw90G7N7qKzTTkS3EmSsUYUcYz7dSeteNfE/4kTeML82GnzSR6LA3yr0Nww/jb29BQBjfEPxzeeNNcaYs8emwki0tj/CP7x/2j+lcaamcbn69s1ATxVIByffFasMeFDVlw8yqPetkYC4oArXR/dkVizD5gK1LxyRWZKCHBPT+f0oAtoSkWPQVSmJMmMHitjS9JvdbultrKLceC8jcKg/2j2r07w94M03Qgs7KLq9HPnSLwp/2V7fXrSA84sPA/iC+jWVLHykYZVpnCZH0PNep+FvDkPhvTfKBWS6l+aeYDgnsB7D9a2s5OT1ozSAkyaN3FMzW34a0k6pfh5F/0aE5c+p7CgDd8O2H9n6ebyVcXFwMKD/Cn/160lHmHIp8xaSU7sAdAPQURgKuQaAJguFwOtL9R+FAOcGg0wEXHSnxjLcetNUYbpTlA355oAt9I/qcVXlOFqd+FUe1U5DnvSAy79ctuIrM6OK2LwblrJkGJAKlAXoicCrcdVIjwKtRngVYEuQAOKV0SaFo5EDowIZWGQQeoIppOSPYVR1vXLDw9pcuo6jMI4EHA/iduyqO5NIDwj4n+Bl8N366lp6AaXdPgLn/AFEnUqPVT1Hp07Vwu+Xytm9tgO4Jk4B9cVueMPF+o+MNW+03I8uBDst7ZTkRg+vqx7mshrW4htopZYnWOVS0bspAYd8HvQB0vw+8DnxVqhmvN8elW5/eMvBkb+4p7e57fU19FWdnbWFpDaWcCQW8S7Y40GAo/wA/nXhnwz8dppM0eiapIsdi7HyJmGPKdjyG/wBk+vY17yv3QeMUAO96O3/1qMAHtRQBct8kYI7VbUbI8GqdsccCrx5SmBRkOTTSMpj2p0qENntTR0pAcxqCbbx/cA1XHUVoaxHsvUPZlNZzcNUgdXpp3W34VnXI/ftVzSWzb/hVW64mamxIp52yD61qIvnWu08/Wsp/vVpWEmRg0IZ5T4j0w6XrEkarthk/eR+wPUfgayK9T8X6IdTsC0a5nhy8fv6r+NeWkEfUcGmBnipFqMCng8UAPzSimjmnigB4pwNMzThQBIpFcH4khCalOM5JkLH8ef613Yrg/FBI165B/wBkj6FRTQGCwwaYasTR8Aj0qDIpgRkc1IFJxxSIpeYAVoRwqBlhQBCiEJxXTeCfFl54M16PULYtJA3yXFvuwJU/xHY1hErtwKEAPFAH2Ro+vWniDQ4tV0uQTwyx7kXODn+6fQ54rlofjB4VW6ls9TmudMvIXMcsN1CQVYe4zXi/w+8dz+CtVPmM0mlXDAXMQ52/7aj1Hp3Fek/FDwHb+NNGj8T+HQs9+sYf90eLuL0/3h2/KpA6i4+Lfge3jL/27C/tGjMfyArV8MeKrXxVZSX9la3MViDiKe4XYJcdSo9B6mvnf4Z/DifxlqZubxZIdHtm/fOBgysD/q1z+vp9a7f4s/EeLSbVvCPhx442EflXMsXAhXp5a4746+lAGL8YPiUdWml8N6NMDp8ZxdTo3+uYfwg/3R39TXkYximcDAPSnDrTAcp+aoXXLHFSE7XqMtzmmA6AhJATWkJGOKyWPORWnB/qlPtQBBddyewr1+z0uxn0GwtrmzgmjS3jwskYbBKgn9c149dZJI55r3GNfKjRB0VQv5DFJgNtLO1sIPItLaKCLOSsahQT6mrGaZmjNICQGjNR7qXNAD812/hPVbJdPWxLCO4LE4bgP+NcLmlDFSCDgg5GKAPU5MlsODRsYDPUd/UVyGl+LprcCK+j+0RdA4++o/rXY2V1bahD51nMJE7juv4UAPHQAGndP6VI0QJ/2sdqiYleT0PegB3GRjipUHzioV5xVqBRvFMBZunHaqLMMH1qzdyAIwHWst3qGBHPLnJPQVn5EswIXgVPOeDirNvbK6BgMEChAMA2NirK4P5UksHQ4pivtbBqwK2ta1YeHtJm1LUZTHbxDtyzt2VR3Jr5x8W+LNS8a6yssiFI1+S2tIzkIP6se5/pXW/GyO5Gu2Er3Ur2slv+6h2ELGwOGwehLdfUAVzPw+8JP4s8RpBKHGn2/wC8unXj5eyA+rdPpmkBs+B/ho2u3Avr+X/iWRnDeV/y8ODyqHuo6Fh3yBXs/iHwjpfiTw8mlXESxJAP9GeFQDAcYG0emOMd61Et4raKOGGNYoY1CJGgwqqOgA9Kmjb5Sp/KgD5I8R+Hr7w3rEun38eHXlHH3ZV7MPY/mOleifDz4pGyFrouvOv2NEEcN4c7o/QP6r79q9L8W+ErHxXp72d0THIpLwTqMtE/r7g9x3FfOHiDQr7wzrE+m36bZojkMB8sinoy+xoA+sFdXRXVgysAQQcgj1B70vOa8y+C95rFz4duoLtS2mwOEs5H4Oed6j1UcfQnFem59qAJ7dsVfVtwrLQ4ar8bZpgOZd2arkYbBq0v3jUcq96QGBrKfNGx7NWLKcPjtXQasMxn6Z/WuekOZKhgdNpP/Hvj2qC9GJiasaQP3Az6U3UEO7IGBn8aoDOZSTwKt2Iw3vWVfapZWP8Ax83KRt/c6t+QrCufHIh3Lp9tubtJN0/75oA76/mt7exea5mSKNeS7nFeKalPFc6nczwLtiklZkGMcVLqGq32qSCS8uXlI6An5V+g7VSNMDOFOFNHFOFADhTxTB1p9ACjinqaZT1oAeDXB+LwU11mA6xRkf8AfOK7vNcn4wg33EUoXnygM/QmgDmI5A3DVA/yuR2zxQeKcfmXPpVALaj/AEgfWtUL83HSsuzP+mpxxmtzbiZRjrQBTMZPbAFC4Q0+aXZkE1mT3RJwrZoAuPcAHAP4ivR/hV8Sj4YvF0rVpidGmb5XPP2Zyeo/2T39K8jEjbqnWXA5pWA+mPiZ8QrXwlpY0jQXgXUrpS+YgMQI3O/A43HOR+dfN0qs7s7MWdjlmJySfU0xrhnbczs7YAyxyeKUPuFFgG8Y5oU4p+A1IYximA7aHBx1qErmnqWU8Uh60ANCgZrRhx5Kj2qrG2znAqzDkqSelAEZXfdxp13SKPzNe2sfnY+9eM2ce/VrUdjcRj/x4V7Hnk0mA/JoyaZmlzSAfmjNMzRmgCTNGajzS5NAEmamtby4sphNbTPFIO6mquaXNAHcaX42RwsWpJtP/PVBx+I7V0sciTqJoHWSJhwynIryLNXLDVLzTJN1pOyZ6r1VvqKAPVAndencVatuSSewrl9G8W2t8FhusW1weMk/Ix9j2+hrqkOEZuvFAFG5Y5Oay5pOTV25brWW5y1QAqjeRV+DKcVVhXpVxRirSAugB16c1n31sUAkWrsTdOanaMSRkEdaYHLXVhZa1p8mnalAs9tJ95G7HsQeoPuKuaLounaFYJZaZbLBAnOAcliepJPJP1pl1CbeUsowM1ZtJ/MUDoc96QFgjLc9qT6UrfepOO1ACHlsnFYPinwppvi7TfseoBkZDuinjxviPfBPY9x0reJpM8k+tAFDR9JtdB0a10yyVhb26bVLHJY9ST7kmr/YjFB5FGO9AAPvVZRiBVYdqnUYFAFyL5iKWUcVDbvlwtWJsCgDE1UfKcehrnNnzg9a6TUjlDXF6r4gtbMGO3xNOOOPuqfc9/pUsDrI9UtNHsDc30yxpj5R1LewHeuF17xreamxiswbW29j87fU9vwrAu7y4vZzNcStI56E9vp6VWqkAMSzFmJJPJJ6mmmnGkoASmkU6kIoAzaeBTRTxQAoFLSZpRQA4U8UynCgB2awvE4G2Fj0ER/9CNbma57xU5WOAeqn+dAHEzNh/lFIjjPt3pbhgG2jr3quSRjiqA1LZESVGznPX2q0t2PPZj9xRxWbExEJPpULzE8A4oAfdXPmyHHSq4BPAFKqbqsJFsXdQAxIeMmn7RiraIGhHuKrPEynmgCMLk0pVlFNztPWn79wFACByKkV8im8Up6UAOzxQo4pMjHWhmUA80APHpV3O1AoHBrOUkDpTg7MMEkUAa2mrnWdPXHW5j/Rs/0r1ktya8n0D954l05Oo84dfoTXqgNJgSZozTM0uaQD80ZpmaAaAH5pc8UzNANAEgNGaZuozQA/NGaZmjNAD816P4HvJrnRLiKWQv5L7Uz2BGcV5rmu9+HsgNlqMfcOjfhg0Abc5B3VnHIatXyt0hz0rMuBsmP1pAW4RwKsr0qrbNkCrmOlUAqna2auQtnFUqlikwwzQA3UrfcpbFYsTGG5B/hzXUTL5sHHpXN3Ue2QipAvghjkfzpc1WtpNy4qwBTAD6HikOemKWk5zzQAnPSl70Y5o780AKo5q0BkfhUSKTirB+RN3pQBBE4+1Inqea0Lj7tZFs26/Q571r3RAiJoAwNTO+FgOSQR+leOMCrkHqCRXsF6wLCvI7kYuph/00b+ZpdQIu1JS0lMBKCKWigBtFLigigDLFO7U0U6gBc0oNNpwoAcOlOzTaXNADs1zHi3Ja0A/ut/MV0oPNYXieINDbN3G8fyoQHFtDmQnrULL1q1IwjzzzVQtmmwEEhCbM8UqLuGTUfepkGAKAJVAHapGIMYFMAqTbge1MByMQAM8CpCQ46VAxCilRwVzmgCN4uabsIp7TAGnB1bFAENO4IqXYpNNKY4FAEbAdqQISc1JtNLnHFAD4o91SGNfTmnxAbRSyKSOKALnhg/8VRpwx0l4/75avUgeK8y8JQ7vE1qT/Arv+Sn/GvSs0mA/NKDUeaXOKQD8+9LmmZo3UAPzRmmZpc0APozTM0uaAHZozTM0ZoAfmu3+HTfvtRXPWNT+prhs12Xw6kxql7H/egyPwP/ANegDuUTMhzWVqMW2UmtleJBxVPVIsoGxQBnWj4OK016ZrGiOyYD3rcQFoeKYEQOTntThxVcvskweKmBBGaANK3bdGB7Vk6pDtk3AcVetWw+KdfxeZDkdqTAwYW2NjNXlOR+GazmGG9MGrsD5SkgJaOuKKQjpzTAD0pyDLUhPHFS26ktQgJ4lzjio72TZHgdTxVsAKtZV7JvlwO3NDYDbHm9Qela92f3BGKxtN5vs5rSv7qKOJg0ijb1HpR0F1MK7OTXlV5xfXA/6at/M16jcsG+YHI6ivMdRAGpXQH/AD1b+ZpIZVoopaYDcUUveigBKOtLRQBk0tNzSg0AOApwpmacDQA7NFNzS0AOFZXiJCdOjcfwuV/MZ/pWoOKp6yofS5B33L/OhAecygs5pm2rU6BWNQ4zVAQEYNTRnMZ6ZFNdeKjXKng0gLisipz1pPNyMGosUHrTAkLBxTc7TilQYpSpMgoAa0e4ZFNHFaCQ/KenNZ88bJIcUAPVjipA+7GKqB8cGnh8d6ALVIwqMSetPDA0APRyGANWwVMbHvVLPtUsT7o2WgDc8Fgt4gkfHCwPj8SB/WvQAa8+8HSbNe2f34XH5AGu/BpMB4NLkUzNGaQD80ZpuaMmgB+aM803NAJoAdmjNNzRQA/tSZpuTS5oAdmuq+Hz48S7c/egcfyrk810vgNseKoQT96Nx+lAHo7yTN5jxkKI+cbc5xU9ygmtNwzgjIqvKgaSENyFkJOe/WtAKGhx2xxQBysybXz3Bra0+QPHg1QvItsrrinadJtfaaLgWL632SFsVHDJngfrWldoJIsjqKxNxjk49aALgmYT7IyFO4LnGTz7elaUL/abNWYENjBDDByPasdGLeaNx271HHpgZrZtSPK2gYH1oA5+7TbMw96W3ftVvVIgsoIHWs+IkPUgXGBaQDPBB49Tmo7RXAl3SB42fKYXG0env061Kpy6fQ/0otyDBH6EVQDwNw4q9Cm1GcDpVaGPcwx61oSRqbaSNgdrIQccdeKAKZuQzMI2DquQzA5we1ZTtudiatTpFaJJHEm0MRnnrgACqJPFSwLulD9+WqfUIF5kG9iWOE34XODz+FRaTwxPerF7nYp/2CfzNV0Ejn2QxRIhJbaAMmvN9S/5Cd1/11b+demTcmvMLw7r64PrI38zUoZBRRilqgExRiloxigBKMUtLigDE7UopAaUUAOopKWgBaXNNpQaAHA1T1ckaa3++v8AWrdU9W/5BcpHUMp/WgDj72McEdayydpIzVy8nJcgms9zuPFUA8kEdaYQPWgRMVpfLZTnrQA/JxQoy1KoyPerMFuSwJ70AJHESoOKsCMcVYEYAqCR1jyWYUASZCrVSUqWPSoJb0scKB9aql3c80gJ2RWNRMhWkXOafk96AGK+ODUitnkUkkeMDHNIiFSCeFJpgTCTsakRwpyKLhViRR3NV/pQBv8Ahibb4msx/eZl/NTXo+eK8v8ADJP/AAk2n/8AXU/+gmvTAeBSYEgNLmmA0ZpAPBpc1Hnil70APzRnmmUtAD80ZpmaM0APzRmm5ooAdmtrwnMYfFWnNnGZdv5jFYea0NDk2a/p7+lwn86APWby9trWWGOaeKKSafZEruAZDnoo71rW53IPSvmTxrfzp8Ur24Ny0LwaiBHKx3+SFYcjPYdcV9FaZKtzarOJXLSKG8zPHT06YpJgN1SIq24DvWfExWUNW3fpvhDccisMjDA46UdQOihxLFj2rFvI/LlZa0tOkygz6VFqUQI3fnTA5c+IbOxv5LKZ5PMeUYIiJVc4xuOOOMV11q+H25rz+78M20+t3Opy3d1G2+JwiMAgAxndwSRx64FWx4qEt5dCzvIv3B2uvDBXzjDenqaEB2mpxbogw7VgZw+a6FZPtemRSEYLxhiPw5rn5Uw3uDSYFkSosse5gMqx5P0qW3KyRRshBUjjFUfMCuwYfdQHIUE8n/6wqtceJtP0eXyb2eCFyxws1xHGSPUBiOM8duaYHWW0WFBNSXLiOF2PTFRWN0l3bK6YwQDwQeD06cH6jioNUlEVlISSAcDOfU4oAzLyUPcSDORkfyqqzYFUkuQty8KR/O2H5bgcdzzUkNwLhNwUjDFSD6ip6gbNlKlvBJNIwVI0LMxOAAKih1mw1e2drK7iuBGPLZom3KG64yO+K57xzK0Hw51lliMmYQhAbG0FgCfwrk/hNqMSeFr+1WLFwl6JC+0YYFeAT7c4HvVMDvpW5z715hMd08jersf1r0D7d5sMxkCqyA/dPB4P+Fee/WpQCUUtFUAUUuKXFACUmKdQORQBginCmCndKAHZopM0maAHZpRTO1OFADqr6gwGl3bN0Eef1FT1meIJCuh3ABxuKr+GaAOBdy7EnqTUyRgct6VEq8jFW1iLjHrVARIplPTCVGSQ3HrV2YCBAoHQVSHzECgCzZxGRgT0zWgwVCAePpTYgsMQJwBjms66u9znaeB05oAs3d55a7V+9WU8pdsk01nLNkk0KhY0gHJGZGwozVprcRR5J5q5aWgSEMcZ61TvZMvgdBQBAo5NSACoIzhqmV6AJepDU3b8gHYHNOU7qR3AOKYCXLbyvsKFT5BTI1Ms2KutEEQZoAueG4wPENg3/TX/ANlavRgeBXn3hkB/ENqP7gd/yU139JgPzQDTfxoBpAPoBpoNGaAHg0uaYDRmgB+aXNMz70ZoAfmjJptGaAHZqxYyeXqFs+cbZUP/AI8Kq5qSA/6REf8AbX+YoA5/4o6RLo3jO+SRxJ9pP2tW56OTwSe4x1q94K+Kt1oqWtlqVpHd2URCq8Y2zIuemej/AErc+PcajV9JkAG9rRgfcBuP5mvG4Tgj0zSA+zLHVLHXtJjv9OuEuLaUZV1/UH0I9Kw3vbZtRms0lBnhG6ReflH+SK4D4E61h9V0OQ8OBdxDPcYVx/6Ca6fxbqF3pGk6jqECrK9sj3BUocB+g5Hbp+VDA6zTnIbocetaNyglgJBBr49g8WeIItR+3prN6LoMX3+cx5+nTHtivqnw7dSalo+nXJ2rJJAjuEHVmUFs9utMDC8SXp0rS9QujGzCO3Ypg4+f7qr+JI/KvH7rw9418Nz29nbKt2gncRyrGGBlmUBi4PsOp6HNdF8fDLDNoyI7qjrMWCsQDgrjI71x/h/xNqFn4cv59Tvbm50/zYrZIGbLO5O58MecCMN36sKBM+mrCSWLRYDdKqzJAokWMfKG28gfjWLK/nEtt2jqOc5HrV7Q722ubSO4tnZre4QPHk9+vGenHb2pl+oLFgOwGfXj/wCvSYyC2QG5RuclSCPXv/jXE+NPhp/wkGrXOt/2mLd2ijjiiFuX3soIOfrxj9a7qwXdOntmt2CNJLZDtGD8wB7GqA57wTps+jeGbDTZdxNrGyMz4BPJOMdsZ/SrWuOWs5F5OCG4ODwe1aNxOqPK5XaI8bmx1GP1xWLqcnmRSAtxtzx7VIHNi4t7a9uEeREEYjYq3GSQScZ6joPwq9p1uYIOSGeRzI31POPwHFPuLK0lLyzwxyDhiXGQMdD/ACqla38a3/2dUkV2XcUfj8R/hSAqfFDd/wAK3u8MV/fw5x/EN3Q/z/CvH/B3ixvDWoyLOZmsJxtlSPB2ns4U8Ej8OK9U+LV9FH4AhiB5uryMLnrhQxPH5V4HLnk4qmwR9A2txDeaPc39rdwXUDBijoDxxjHPQ89D06Vyo6VxngHUJ7bUr+1Vm8q5tWDLnjIZTnHr1H412nFJAFFLRimAdaUUUuKAEpeKMUuPagDnRTs00dKWgAoo7UlADu1OplLmgB1Y/iYFtIVRxumH/oJrXrL14ZsYQe8pP/jpoA5SCzyfwq0AqDqOKhlukjYhTk1Qku3bIFUA65lMsxA6UsW1MEkcVWEhHWmMzMaQFq6vDICq5AqmuTTwh709VwaAG+WauWVuGcE84qBQWYD1rZtY/LiAxzmgBLmQQW59SMCsF2LHJrT1OT5lHpWSTmhgID81WFxiq4HNWE6UASqaYV/e0qcmpUj3EmgB9quHBqa8kAUACokOxhSzIJDuJ6UwNTwdGza4ZCOEgf8AXA/rXeZrgdA1OLTb4tIhMcq+WSvVckHP6V3pyCQexpMB1HUU0GjNIB2aWmZpeaAHZpabRmgB9HFMzS5oAdmlpuaM0AOpQxXkduaZmjPBoAd8Z7x7nxDYB1ZY49OjKM3AbdkkivMbWyurpyLa2nmOf+WcTN/IV9VQ6Vp+p2em31xptrdzpbRojzRBiilSeCQe4qx/pFplYIoolXHyp1AA9sAUID558Jz6j4Z8V6Td4a1knkMBE0ZXCsQhyDjI5B/CvbPiNpOv3VpA2grZSlC4uoLkYE6ldo/LnuK4/wCIKDXPiF4UsfmLuVViwG7Bm4Jx7Ka9W8TahaaXpbXt9J5VsJER5OyBmABPoM4yaAPlxPh14tN59m/sO4DA4L5XYP8AgWcYr6F+GmhajougytquoSXV5dOHcFspEFG0Kv4DqOuKvJLDKguI5IniblZUYFSPXPSneFvENlrT6mtm6vDZXRgMoOVY7Qxx7Akj8KBHln7Qc0TanotsrjzY4ZHYegLDH8jXmGpSC10bQrJsAbHvph6mR8DP/AEH519KeNfDVtrXh65OoLudukkaDfGpI6HB6Yzj615lq/w3sdY1EXn9qzQwyIkcEEdsPkiUBV5J54FAz1PR5IFQLCAttModDGOEJHUD8c1fusrawAksSOWYYJ96w9EiXTrGwtULbYIliG7r8vH9K3NQYyGMj6UAT6RAdzzEcABR9etasHyRbOwJx9K888S/EjTvCCzWEa/bNRSQfuQNgjBUHLN+IxiuFHxf8XX1yI9PtLUsx+WOK1aU8/jQB7XeMIC8gOVckOp9fWsIOGt2I+58wAP93t+nFXby+C2kZmeI7gu9t20hj1Jz/kcVmhhJlEIC7yxweNvt9T/WpbAgQkq0MxO2Ns8jG5ccfXk1IkKXFwjNErNHyqt2z3Pt7VTvIXZt5kB3kKWHVB2I9eeo6Vr6dCsfyKOvXJ6mmhM8o+Mt+Dqem6WjZ8iBp5Pd5DgH8l/WvK5GyTmup8f3z6h431acnKpOYU/3UAUfyrlHOASR2Jo3Gev6V4bttE8F2VxJaIupzqGlmx8+HO7afYDbUddJ4inSXTrAp0kVXGOmNgx/OucFCAKXFKKWmAmKcKMUuO9ABS4pcUYxQBzOeKM03NLmgApc0maBQA4GikFLQAc1jeJGItrYDpuf+S1sHrWV4hjL6fEw42uQfxH/ANb9aAOIlJ3HnvTAtWmh+bJ5/CmCJpH2RozN6KMmmBBspyripWiljPzxSLj+8hFRFwDjcKAHgegpcNjOKRZEMZAOTmkE20EZH0zQBbs4txDZHXvWqGAH0rItbsQgjyi4zkY7Ve+1hxj7PcHP92MmgDOvn3Sn2qgDWk9hfTyMY7K4OTwPLP8AhQNA1U/8w25/GMihiRUij3jmpwqx/eYAe5q0vhvV26WTj/edV/mad/wi2sE82g+pmT/GgZTMsIHykE1EZ95wWGPQVqL4U1cnm3jH1mT/ABpf+ER1cnPlRf8Af9aQGarjsaUysyEDnFav/CKasEx5UX/f5f8AGlXw3qsPzG1z67HVifwBpgZlkzG7gVlyGlTHH+0K9TJ5J75rz+z0u7GsWkbWk6bZlc7kIAAOTz+Fd7uySfXmkA/NGTTaM0AOzzS5NNzRmgB2aXNNpc0AOpaZmjNAD80ZplLmgB+aCaaKKAPQLf4j6BoGgWVveyzvdCBQ0UMJJHUDJPFSab4uk8RWMt/a2M9vbGdbeySdlH2qc+w6qvJPPY15dLov9veItN06KQLPchUB3fdGTk429hk9e1dmdW0y0+JOmeGYBtsNHge1t1DkETFQXcjHJxkZz3PrQgEvJ7d/jP4d84y+bEkaJtUKCx353fmOnWvT/F+ktr/hDU9MTYJLi3ZIzIflDdRn8QK8c17WtOk+KWhakMMokgBb5iQQ+DzkDjNe83UC3NvJC5IVhg4oA+dbX4N61LYQPLrEFsZRmSAK7BeemQcE16F8NfCd14RXUrW4vIrhJ50KbFIG0DGTnuc4x7V1hso7OFYIVwi56+pOT/On2safaMkDcRg0gNqdElgZJF3Kwwwr57+JfiDUfD/iCTTdIaKCKSAOzxxZcZZuATnHQGvfr65e106edY/OaKJpAu7BbCk4/HFfImva3qmu6vcanfQSGadskKJFVR0CgA8ADAoA9Z+G2vXGs+FgbuVpbq0naJ3c/MwPzKT78kfhXfXWqWmnaZNqWoS7LW2Te5xkn0A9ycD8a8D+HWtXtn4ogtI7WWSK+/cyhmbAxkhue4wa9X+IVzcWvw+cQwyMZ7mKNghIIXJPbnqBQgDwF4esvFQvPGWtWKzXt9dSeRHMNyRRLhVwp4zwRk+ld4LOK2YFAFQdVVQq/TArO8BD7N4B0VJmVJDbB2BYnBYlscnPfvWpd3NuFIaaId8FwKYHMa9a3Es2YC20kFsAcDOR16jIGRXCeOPEus+E2sRZW1m1vcq29ZAflcHnByOMN0r0eW7tdm43cAJ55lX/ABrzj4o2R1jR7P8As2eGa6guCdiyLkqykE8+mBU2uM5Ox+IOvajrlnFeS2lvbSSqkghRckE8DJJOM4r3Ww3LKjMnXBNfM8PhrxAkyP5KgqwbBnTnBz619G2Gt6YDGW1C3VeMgvyPbFNaCaufO/iizmt/E+qxsrvtvJRvCnn5yf61hujbDlHGOvFdRr1hrF3rV/cppzSxy3MjqRGDkFjjke1Y0trqUOVfTrhCeMBZBn9aAPV7n7RHpOjW90F8+KxTftOQCRxj8AKqCr+sTpPfr5ZykcMcY/BRmqNMBeKUUCnYoASlpwFAFABjNOxSilxQByOaasscgJR1YA4JUg4P4V5udTvyMG+uef8Apq3+NImo30Ywl7cKPQSsP60Aekecv+kYDEW6B5WCEhATgZPQdOlSMs6RwO9neL57bYkNs4aQ8fdBHPUdK82XVtRS3mt01C6WGfBljEzBZMNuG4ZwcMSee/NSt4g1piC2r35K9M3L8fKF9f7oA+gAoA9GMVx9oFsLK9afbvMaWshdV9WXGR+VMXzHFwy29w0duCZpVhYomBk5YDA+ma86Ouau0flnVL0pjG03D4xknGM+pJ+pNKdd1gpKh1W+KylmkX7Q+HLAqxPPOQSD6gmgD0cx3C2qXL2F+kLlRGzWkg8zIyNvHzfhSSQym6+wNY3M07AlrdLZpGAGMkqASMZHUV5odU1AjBvrkjCjHnN0VdoHXsoAHsMU6XWNTnleWXUrySR02MzzsSy8cE55HA49hQB6GNHgN1JbrosjSxcShbR2EZ/2uDt/GnW1ra2m5raBIi33inBP/wBavPF1zV1+7ql6PmD8XD/eHQ9eo9aY2rakzFm1C6LEliTM3J9etAHpxdj1Yn6nNJhT1VT9VFeY/wBqah/z/wB1/wB/m/xo/tXUf+f+6/7/ADf40AemeXHn/VR/98D/AAp4RB0jT/vgf4V5h/auo/8AP/df9/m/xo/tXUf+f+6/7/N/jQB6iDjoAPoAKcHcHh2H0Y15Z/auo/8AP/df9/m/xo/tXUf+f+6/7/N/jQB6nuJ+8SfqaTj0FeW/2rqP/P8A3X/f5v8AGl/tbUf+ghdf9/m/xoA9QzzSg15d/a2o/wDQQuv+/wA3+NejaZI0mlWbuxZmgQlicknaOaALgNOzTAeOlOBoAXNGaSigB244xk49KKbmjNADqXdTQaUUALmlzTQaCc0AP3UZpopc0AOzS5pmaXNADs0CkBozQA6lpuc0UAaOjao2iaxFqkEEUl1FE0SGTOFVjzx/X3rGbTrSTUpNQdZXupJWmMhmYEMxJJGCPX8qs5pc5oAhFhYjyf8AQ4j5JJjJ3Egk7s5zzzzXUP428ROMf2k6/wC6qj+lc6KXNAG0/irXZBhtTmP5f4VA+uarJy+o3J+khFZoNKDQBcfVNQkGHvrhh6GQ1AJpf+esn/fRqImlFAEolkByJHBHcNTmubh12vPKwznBcmoRS9qAH+Y/99vzNBJJ55+tNooAUY9B+VLmkpaAFpRyKTtS0AKAKeGYdGYfQ00U4UALS0gFOAoAXFPApop4oAMYp1A6U7rQAgFPxQBTgM0AfPFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFen6Uf+JPZf9e8f/oIoooAuZp2aKKADNGaKKADNGaKKAF6UZNFFAC5ozRRQAoNGcUUUALnmloooABTqKKACjNFFAC5pQaKKAFpc0UUAKDzS0UUAFKDiiigBQaUGiigBeaWiigBaXNFFACilHNFFADqdiiigBwFOAoooAeKeBRRQA4CnAUUUAPApwFFFAH/2Q==", "path": "001956.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001957
Men Tshirts
{ "bytes": 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", "path": "001957.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001958
Men Tshirts
{ "bytes": 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", "path": "001958.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001959
Men Tshirts
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", "path": "001959.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001960
Men Tshirts
{ "bytes": 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RQAvWijvS0AAoPSgdadgYoASkNHFBoAbSjpQBR2oAXNGaQCigBaMe1J2pQaAAcUpNFNPWgBSeKjY049KaRQA2Mccc1KvSokPUVMvFADgM04Cm4NOGetMBR0pQcUmOaUCgZ0XgqcW3jHSJTnC3kecf72P619OgYbk9O1fJum3Btb63nU4MMqSA/Rs/0r6yMgkG8D5W5B9j0pCYOc9xj2pQSRyx/CoyTmnqMDgHg0AKF3dBxS+Xg9yfSnYweOaVmAIPzH2oEIoxjqKiLZOSQfengknO2m5AJ+UD8KAGlwBjGPrUTnPAIFOdm7Z/75qAllb296BiTEhM5zWfLJgZbj61dlI2HJx+FZ8o4IPLelIDHaVJNUYJHgCIfOe5z29q6CwAEJJ6t0rnbt1i1q2XvIrrj6c/0robQgx+60xGmh5H0qZSACPaoIhkgdMj+tTe/rQABcFmPYmoJPnfOasOeCB3JquQOT6f4UDI0ba4OOhz+tdeDlQRXHngH+tdTZSebZxP6qM0AWaKKKACiiigAooooAKKKKACiiigAqlqd4LDS7u8Y4W3geUn2VSf6Vdrz/4v6g+n/DnUNk6xPcstuAerhm+YD3xn8M0AfLErtLIXY/MxLH6mo8VI3XpSY+lADcnFJjFSFSe1NxmgBtMbpUpWon6UAJGMg/WnhRSRfdNPxQAhGKQU5qTHNAB3paQ0tAAKKBRQAUhpeKTtQAtFJTh0oASkpfwpCKAFxxR2oo/CgAFIfWl70h4oAQ8000402gBqfeNTDtUK8NUooAeKeBTV460/BoAQiil9qTFAE0XX68V9TeHr3+0fDOlXWQ3mWkZJ9woB/UV8rqT6V778I9Ue98IyWkjDNjP5ac/wt84z+JNA2d6Byck04H5htPHucUoPWkLEMd1BI8uemePao2J69R7UYJPpinhcZ70AMA5wuPxpG479/WlZeOMConGRgHNAASd2eDUTFTk4NPB45/SmEEgnp9aAIZSu05P/AI9VJxgljVuR/lwTz6VSm5Bzk0hmBffPqizY4hAHHu3NdJZfNGfcGsC9Rgkz9yprcsGxCnTpTEbEB6Hjp2/GpScpwOarRHCVZB3cf570ANY5NRkDdjv6VMyjH41C5IOaBkAB5H866LRm3WIXPKsRXO/xEZ61taFICsye4NAGzRRRQAUUUUAFFFFABRRRQAUUUUAFeB/HjxDbXMtjoUEm+e1dprkAnCllwi+5wSSK98rybxr8HI/Eus3Or2urvb3Nxhnimi8xM4C8YII6D1oA+dD700it6/8ACGtWV7NbG0aV4ZGjdovmGVJHFY89rc2b7LmCSFvSRCv86nmXcrkktbEGOadjijOenP0ozxVXRNhpFROOKlJOKjfhaAGR9KkFMQdKfjHSgANIOtKaQDvmgANAPNHWgUAB4pRSd6BQApNFBoxg0AGOaKBS0AFIetLSGgAozzRRQAhNLSGlFACGm49qcetGKAGpE8jMVRmCLvbH8KjqT7cinj/Oa7P4ZaQmtanrNm44l0uWJW7KzMuM1xoUqxVx8y8H60ASKRT8jFMAp3QUALnmnAAdATTBx/jViCCa5cJDDJK3pGpY0m0tylFvYjBr1P4MagI9av7Bnx9otw6gnqyNz+jE/hXGWngzWrjBa28hCPvTHFek/DjwJc6Vqia1NfRMkayRCFUOWLLjOemKSnFuyKlTkldnqJGDwd2T2pGAHBzTnye3NNAxgZHPaqMhynJ+bilL4HXApVwqkd89aQ49iKAGk1AzNU5PscVC5HvQBHuwvzdzx60xmyO2D0zSkgsQOtRSEgY/lQMjc498VUmyx5Y1Zf5h83Y1Ce5oAz3g+03ltbr/AMtJAuT7kCtJcJdzqoAUSvgfiaNLj83xDZLxhWL8+wqxJZLFdzI8u2VXO7j72e/45zQBOh4UirWflA6cVWVO3mA4qTzE6by3sBQImc5XPtUUnOccnOOOaaZAcYVm+tAZ+ccdvloAakTnltoxVvTpltJxhgwfCkfj1qucA4J6ev8A9enw7TcRADJL8UDOpooooAKKKKACiiigAooooAKKKKACmnpzTqa3SgEeN3qgeIr84BJupOfX5j0rbtrWCaPbLGjD0dd386x3QvrN33/fPz6/Ma37RcDJ5FedJvmZ6iXuIq3PhDw9fKftOjWTf7QiCH81xWLd/CrwrOTst7iAn/nnO3/s2a7TdjBxgCmNIBnA71Sk0ZOKZ5je/CHR4gTHqN8vsdjf0rgfFHha20SAtFcyytnHzgYr3jUZdsTV4v8AEG5VtkSnq+a0hOTkkROEVFs4dRTzwKRBgClJrrOMZnNAo9aKAFppz2pxpKAClFJSjpQAGlHekxRmgA/ClopBzQAo5pDSikNABRRxQeKAEzRnnFJThQAnelPSj8KBy1AHpvwWyNX1Z+wto/8A0M1zuueD9Wj8U6jbW1i8qCd5E2Y+6x3L39DXUfBaIm81eTsIo1/8eb/Cuz12I2/iiGX5ts8C8+6tj+W2om+VNl0480rM8w0/4XeJb5hvghtVP8U8v9FzXXaf8FoV2nUNZdjxlLeID9WP9K9CsmzGnpWjGck1z+1kzp9lFHJWfw68M6aoKaeLiT+/cuZCfw6VpPa21rHst4Iol/uxoFH6Vsynis24XnmsJyZ0U4ox5Dhm4rofDZDae6Y5WQ/qBXPzDa7cj/Ire8Mti3uB38xefwqsP8YsT8BtEAk9vegLwT+uKeRgcZ/GgMwHXFegeWNJ7UEcj1+lOYFQCx/xpoLZ68e1MBCTjoRUD4IJwe9TvjsD+NQSFSMcCkBCXVe/41E5bjk0PwO2KYCCOf8A61AxJDkVATz1/OrDoCOTUDYwMEA5oAsaEm/xBC5/hVj+lauvQYvYbnGFZdh+vaszQjjXIDuzncOP92uk1m0e90qaGFts2NyEH+IHI/PFIZz4Ocbfm+n/ANapMgfeIX2J5/z+FZFpO8q7Zndv95jV9ZFAG0AVk6yNo0G+pOZNo+VWb6cVUmvZl4QRqT3+8amkfcD3OOlUpzng5OaylVk9jeFCK3M+5vrwnZ9pZR/sKq/yFWPCs0h8SQh5ZH3I/wB5iRnbVG5XaMnrU/hd9viW1x3LD81appzbktS6lOKgz1EUUDpRXaecFFFFABRRRQAUUUUAFFFFACVVvrlbOynuGxiNGfn2FWu4rk/Hd8bbQhAhHmXMioB7D5j/AC/Wpm7K5UI80kji9NDSSbyoyTn8a6O3AVMYP41i6ZGVjBYfrxW2G+QEf/Xrzup6j7D3dhk/pmqUtxg/j2p1xMp7j2Hes/zw05T0ptk8pDqcn7k5PavEPGU/m6z5Y6Lk/rXs+sfLbufbivEvEif6fFL1MiyH8nI/pW1DWRhXdo2MgcAU1utOPNN65rsOIbRmjFGKADPFA60GgcUAA607pSCjrQAtFJxRnigANH1o/CigBc4pPwoFGeaAFpDR3oNACYxSik9aUdKAAmjvQOaMe1AHsPwWTbY6xMNuTNGnvwrH+tdp4sjL2VteAZNtN82P7rcH9cVy3waCjw7enHP2zk/8AFej31rHe2E9s4GJUKfTIqZK6aKhK0kzD0y5DxZz0xW1E/zVxWlTPGuyTIdSVYe4ro7a434GcVwPTQ9FRvqaz52+tUZlB6nNWFclRg5qKYAD8jUyLiYd6drNxWz4TwYLoHoHX+tY98BuOR61q+FXXN2vc7WA/OrofGicR/DOkJyMdaZg7ff0p5UAYGaY7YPv9a9A8ofhu4phwvQ9adtHXP50jKN2OnsRQAjEnv8AhVZx6Y49etWCCEJwcVCR8uT+FAFdx8vuKj2eg49DUxPIwuTTgcGgCDy/l459qrSD1q7Kp7GqbA5OeRSGizov/IYtzwPmPH4Gu1xkVxWjMBq8B4A3H+tdt2oGzzzW4jYa9MqjEcv71fx6/wAjTY58gVseMbLfbQXifehbY3+6T/iP1rl1YqAa5KiszupPmijYWXcKik5HU496hjn5xkVMTlTWTNkZt1yCO5qvoj+T4hsDnjz1H55H9au3Kqy7W79xWXEfs2pW0pPCSq2f+BUQdpCmrxaPYh0paapyOtOr0TywooooAKKKKACiiigAooooASvPPHchm1uyg6pHCXx7sf8ABa9DPWvMvGp/4qoDOP3CH9WrGv8ACb4f+IhbFNyjPA96vvwCazLZsAY/Wru/IwRzXCnZHfLcpXTCLD44ycn2qCEoZHkP3fWl1AHyvWqlm4Me09BTQdCnrM5e3cngY4rxnWbgT3cag8RIy/8AkRm/rXrviFxHaSk9MHFeJynfO7eprpw/VnLiXoiM803vTjTeK6jjD1o70djSHrQAhpQOKQnNOFACUopM0o6ZpgFJj2pRmlI4pANOaBQeaBQAdKMUUUAFITS0GgBKUdKb3pQe1AB3p/GKZmgHJ5oA9o+DDk6LqUeBtW6X6/Mg/wAK9OGQevHpXmXwTVjo+rEYOLlOD/uV6gFywyAGHtQBxE8fleJL+LgBpd4A7bgG/rV1TskwDUWugxeKid2fMgjb8sj+lJOWDRscDIOfyrz6itJnqUtYI17a4GcE1bfle+PWub06R5ZCc8ZroFOU5GD6GsmX1M67HLFu351P4XcJqEyE/fjyPzpLmJTyD61V0t/J1y1xkhm2/mDVUnaaCqr02dv65IP1qPo2Pl4NOJY9RSEZPK5/P/CvTPHJM9eWHsKiOC33QfrTlKjk/pSPjHQY/WgBGXaOQPwFV2cgcrxUjH5chM/So3yecH86BjFBJyKkVAOTTFBHWpOQelNCZBKdy8ZFU3PX+EH1q5L0yP1qo53MM9PYUmNEumkLqVqeB+8Xn8a7muADCKQMCcj5q7xWDqGB4bkUkNmV4lwfD957Ju/Ig1wJceT159K9J1SHz9KuosffiYfpXmcADQepK8VzV1qmdWGejQgucFR0zWjA7Ff6Viq2bnaeVXFa0ZGwcdPWsWdYlwrMM7M+9ZVyM57A+ta5lUnGQPrWbdgDI6ipW43sel6Jcm80aznPLNEuT7jg1pVgeD/+RbtRnIG/H/fRroK9COqPJkrMKKKKoQUUUUAFFFFABRRRQAleYeM13eLeuP8AR0/m1en15V40lU+MCu77kMYIz9T/AFrGv8B0Yb4yS0TEfGAfU1ZAx93OO/vVeyYum7b9CTVk/P8AebP0Feejve5SumUo3OQe3rWKrlJCCeK27tCAXP3iOAO1YVyuzdVILGP4ruP+JTJzzjFeSOcuT716P4nkP2MI33WJNebnnJ712YdaHFiXqhpppFONIeldByiE0EcUnag0AJilFFHegA5pw6UnenDpTAQdaU9Kb3pe1IBoo4oNFABxQaKSgAFB4o6UGgBM0ZpM84o6UALThTPenrQB7h8FIlXw3fynO57zHtgIv/xVenHBAAxj13V598G4dngl5Vx+8vJSc+wUV6J97k9u2aBM43xWy2+s2MzLw8LIcf7Lf/Xqjqk6/ZkCn526AVc8auq6hYKRjbC75/4EBXO27NczgnnFcVb4menh/gRuaUhjiHcrWz5jFQU6+lVbWHCcAg57VN5W4Ha2CvWuc26jZZw6EMhQnjnsag0qNpNbtRxgPv8AyBqSR9ylW/Wk8PKx1pMn7qNtx9KqkrzQVdKbOyOB9famkgMOmKAmQeTmmlMNXpnjDsknp+tBA/2acSR8uSfxpmCvJCigBknTgdajIU9Kcck+1KVG4c0DADjOVH4ZoI6n070EDGc/kaTAx05xQIrzDjuapjg++ematzrlc5zVUZAwAM+tAxkuCWHcjrXZaVN52mW8h67AD+HFcY5y+O/0rp/Dbh9K2/3JGX9c0kNmpc/8e8n+6f5V4/FOYLfZnlhXrOpzfZ9Lupv+ecLN+hrxxWLug9cVz1+h1YbqaFpFuByeTitDaw6cn0NQWiYRT34q5jIKkbD6djXOdZWID9Uww7iqN03lHkHBrQuF6FOf0NZd3JtG3nr3oQ3seleFlx4bsiRjKbvzJNbfesrw9/yL1h/1wX+Vatd8dkeTL4mLRRRVCCiiigAooooAKKKKAE968g8WSCTxlefLnBVfveirXr1ePeJCB4z1DOf9YPp91awxHwnThPjLdk6BMe3JNaQIPO48j0rPs2woOO3U1oI5brk1wI75IqzjcrY6eprCv8hT2yN1dBcBQvHQVz2qcLjuKpCRwPiq4byJTkcLx+lcMDXU+KpMBk9dv865YdK7qK908/EO8hp6009KeRzTTWxgNNJ3p1Jj2pgFHelpBSAU0oNJSfhQA49aBSUUAIaOKDQaAEBOaXFIKUmgBDxSE0Gkx7UAJ3paMCloAKcopgp44oA93+DDE+EblSThb18A/wC4pr0gnnpxivO/gxPG/g+eJeHivJN/vuVSDXo2Qx9KaEzgPHsi/wBrWaqfmFv0+rnH8qz9Fhyoz3Jp3i+4Fz4ueJDkQokWfoNx/wDQqv6XEBHGf7v61wVn7zPToK0EbcAwozkHPFTPgdQAfXHWmE4XGCee1Esg8vgjPv0rn2Nd2ZlzKqlhvPOelS+F8S6wTzwjMP0qhfS7eCoOD2rW8HxbpruQdFVVzn1PP8q1oK80TiNKbOrA470YwvT86TPBwaUMNvU59MV6J5I7AOSQc56Uw4C4wfzp/JHA/E0xsgdR78UANG0nk/gKUKvPakYkDjGfamfU0APwMdT+dNJwaPvcCgr+nrQDK83Tqevaqqgg1PNkvxQAMYz0oGU5my45re8Kn91dL2DqcfhXPzn5wNgrZ8Lzf6VcxZ+8qsB9OtIZo+KHaPw1qDL18lh+fFeVWabpFbspr0bx3cPB4ZmCf8tXWNj6DOf6VwGnJ+5iPqM1z1mdeGWjNW2X92P89DVgFeRnIOeKihYDIPFJIPmOOCvWuc6iC7bB2ljj1NYdy2cY/Q1q3MnykFj9TWWlu11fwwpktM6oAF9TinFXdgk7RbPZdMiEGl2kQGNkKD9BVymIoRFUdFGKfXetjyXuLRRRTAKKKKACiiigAooooAQ1474q/deMb3cDyysP++Vr2KvJvHcHleK2lb7s0KP/ADH/ALLWGIV4HThXaYtk5aEE4Vm/StRCBGB698cmsaydQgI5yMf/AKq1o2b2B9T29q89HozIJxlhxmub1SYEk+nFdHdHZCfXpmuS1V/lzVrclLqeZeJ5Sb4p6ECsQHirmtz+fqjt1G/rVLpXo01aKPMqu8mGc000ppCPetDIQ0meaUmkoAWkFBPNANIApe1FB6UAFApO1LmgA6Ck/CloNACAUUuaQ9KAGmig0c0AIKXpS0h5/D1oAQdak4ApgFOFAHq/wQum+3atZl8BoUmA9w2D/OvaUGSMZHNfPnwhuPI8ewx5YC4tpo8D1xuGfb5a99mmjt7eWU7QI0ZySOOAaYJa2PKmmF94svp+SGlcg+wbA/lXT2SEwjbjcvQfTrmuR8OAyXTu3LMu4/nmu3t0UFexI/OvMqu8j1qatGxa8xQnJwarXLYj3LjHtVosAevPpWdcsU3AH7xzg9qyZcUZd4x5DD735V1fhSAx6SZCNrStnp/COM1yE7g5Xue2O9ek2VstrYwQndmOMBh745rqwsdbnPi52jYkVQxIpxXA5XP40qsNxpGcEdDXaeaIxTPSmE8fdyD60ucduc0xixOcgCgCPeCx5xjvTgwYD58k9hSBQTnHFOVue2PWgCRFQL/hSuExTS3P0qMnn2oAry/ewfXHNNDgcAUswBbnGPemhOf6d6BlOcEtg8DNafhwZ1gn/pi3P4is+cDcOD171c0KYQa1GpPEilPz5H8qQB8RZQujW0Xd5wfyBrlLKPEcXsBW38Rps3Gn2wPAV3P6D/GsmxA8iP8AEZ+lctZ+8d+HVolxVzzxnp9aifeq7hn6d6kyQrgYz2qFySrc1gdCKFzIG75B7/4irvgyxF34kjk5KQK0pyO/QfzrLunHzZ5PtXX/AA6gxHfXOPvMqA/TOf5itaKvIyrytBndiloortPNCiiigAooooAKKKKACiiigArzH4lIseq2M7A/NEy89OGB/wDZq9Nrz34nxbodNk/uu64x6gf4VlVV4M2w7tURgadgqGZufStZJOPl45rD0t1CqvfvW0m0RZUde1eaerIgv3PkgYPzHNcZrs2xDj3rr7skgjutcL4ofYr7f7prSGskZvSLPLbl9167e9IDims26d3HdjQTXpR0R5Mnd3AmmnPNKTgUmadxAaSjNITQAGlzTc5oFADwaKbxS9qAFFL1pBS4oAXAzQRQPWigBKQilozmgBuOKO1GeaQ5oAWkpQDRigBR0oFAFL0oA6LwJqCaZ460a6kJ8v7Qsbn2cFf/AGavozxDKLfw9qbt/Dayce+MV8pBnjO9Dh1wykevWvpbxNqKXnw9a8Xn7XBCwI6ZYqfy60m7JlQ1kjjPDK4vAG4B4z+FdmgIiXcOhH5iuS0QbGTjn2rr1l+Xb64/SvLm9T1ktBHKqw3H8e1Z95KGIGckd6sTO44K8Dn8KyLl8Oy8jP3T1qDSKLej2/2vWreM5ZVbzD9BzXoG/cMkflXJeELM7bm6JPLeWoP5n+YrqghOB7etelh48sfU8vFT5p+g4MQxwpphJb+Lp61IRtFMbHBz+Qrc5RPmGOQOe9MJOevPpTiBzUZOO/PsKQxSc/wmkGBnn6jFKCvvTwAOnH0oARTjuMD1FIzAinZB/wD101mByMDmgCpIQH5z7CgA5J49vWpWUA9zUJOGODzQBBOcuM881BJcNbzQTKuGRt/5Vaf73PP86zb9zuTnKg85/pSGM8cyi512zdeY2tFKnscsaq2J22+z0IYE1S1O5ludTVHJK28Sxrn8T/WrVkAyOffFcVV+8z0qK9xFx2TBYdD1HpVKdyFYjPHWrWPvDPUZrOuX2Lu/MCszZIoXMhOMYGec16f4Js/snhqAt96cmU/j0/lXmdnB/aOpQWiD/XSKDjrjuRXtkMSQxJHGoVFAAA7CumhHqceLlsiaiiiuk4wooooAKKKKACiiigAooooATvXE/EqHdoEM3eK5Xn2IIrtq5jx7CJfCN2cZMbI4/BhUVFeLLpO00ea6aeRuPXtXSAfIAP4RXL6UN8oNdOBmNQDgZyxry5bnstGbdMyuzevWvO/GV3stJW6M3yivQrxgUf3ryvxuxKouf461oq8kZVnaDOMQYWlpTwBikzXpHkjc0AUuKAKBDTSYzTsUuKAGY4oFLSgUANNL1pQM0AYNACilBpKPwoAcDSCk/ClFABRSkUg60AJijFOxQaAG4pRSkUlABzSZoJpBQAoOevpXsmmam138G9KhfIZbr7KfdYyzD+leNA816R4eukl8D6TYK/zre3Urj/vnb/M1FR2izWkrzSOr0ZC1zHjjnmulA4Dev6H3rA0gFXBxjPT9a3icAr/C2a8pvU9exXunA5/OsKd5FkAKk5OBt/i9vrWlcyhiRwM9M0mhWwvdZjicHZGfNceuOn64qqceaSQpy5Itna6TZix0u3tx99Vy5I/iPJ/wq3nGOgpN5BznAFN3knjj0r1krKx4kpXdyXdn0x9KXJYdMCmKDn/69N5APz8UCFIHXJ+gpDgEkkk0mQP4vTim8D1x/OgB28nj+Ed6PbHNJu4xg0pCnr/9egBMsSQS2AOmKQqpHQ/jSbVzux1HepCfl96YEDrjOaq9TyasyN3PPtUL4Rc4/OkCIJGwc1k30uWVS2cegq+5zlsisy6DG4G79aQ0YjSGXUrk5/iC/ktbFmAIW68nd+lYVofMZ5cfect+prdh+RQex/lXBUd5M9WkrRSJZGwu7+VZNy/ylgePar1y21W29u1ZNxIQvHIPaoS1NO50vgHTRc61Jf7RstlIXH99v/rZ/SvT8cVg+FtI/sfRYYWGJpP3kv8AvHt+A4rfr0KcbRPKqy5pXCiiirMwooooAKKKKACiiigAooooASsXxVB9o8MainP+oZuPbn+lbdVr2H7RZTw/89I2T8xSew46O54dpLASHORXR7wAfmwoGc1zFgfKmO7gjqK6NEL2xldcM5+UH0rypK0j2k7pMoXjYjIrgNb059Rs9UuVRmFjAsxPYZkVefwJru78kQsT2B/lVLSLNbnwT46lztP2RUBJ9NzVth/iMMU7QPFJF2nFR1NOczN9TUJr0DyxM0cUp5pKADNBNJilIoASlzSYo20AKOlFAHFGKAFpabzSigBaUU00ZoAd2pKOtHNADs+1IaMUvSgBM+9J0FOpDQAzGaXGBR0pCc0AA+9XdeDrZjAW7Hp+lcKoyw/CvU/DFoYbOFcYOMtXPiJWjY68JG8r9jsdNjxFnjcOR/n8auyviInPSmW1vi1Uj73LfrVeWXClScZ5rzj0k7sozPuDg/NXTeFLExae105w8xwM9do/ya5a2tpLy+SCP70j7f8A69ejxQ+TGkSYVUUKv4V2YanrzHHjKllyocqnvuOPanAY6c0BCBzz9aXZuHU/hXceaJyTwp/Omkt3704RqB0JpWTB5H60gGgEjoKQ57inbR04/OjA7flQAxSe+RSgjHc0FM9z+FLsAXGCRQAAA/Mf50jcLwe9SBVznH5U1hj29c0AV3z6Y+lQysNvPJHftUs7c8ZNVpyFXqc+9AEBPz8r8vNZWqlVsp5FGCEJGT+VanzE5DVh62dsATqZHA/rSk7JsuCvJIzbJMRIvcVruTEoVhwKp2kXOVGdvUVeuV3wN/sndmvOe56qKd6+I93cDn6VN4V006rr8KyLmG3PnP78/KPxP8qz7mXKE54PFd58PbHydIlu2HNxJ8v+6vA/XNaUY3kZ158sGdkBTqKK7jzAooooAKKKKACiiigAooooAKKKKACkNLQelAHht3ara+Iby2XrHOyj6bsj9K6ELm2jGO23mszWZB/wmepEEcTFf/HVrRgJFsGPPPWvMqK0mevT1gmYesHCsM9qitVEPwc8W3BXiWcRgj/tmv8AWpNaO1tvUYBz7VR8UavHpHwZttOBAn1a6kbGP+Way7mJ/JR+Na4Zasxxb91HjEnLbvU1GRzUj8jio8k9q7jzhpopxpBQAn1paODRigBcA0YPpQBzSjmgBAMUCn4zSbaAG4oxTsUhFACEUUuDSEUAKOtApRRimAoFIRmlGaM0AIRSU/FMOKAGnmilPHSmk8UgLOlxefqsCHoXHFe16JbALEmDnGD9Mda8o8G2L32vxhFztz+de62NoltDGg5OOWrixMrux6OFVo37liGMJ8pHA/qawbp9srqfvLmtm4lMRJ3A5rBnDTXTbPmZm2qD3ziuVK7sdSdlc6LwlYZ82/ceqR+h/vH+VdTgD0qvYWgs7GG1Q58tAp+vf9asYYf3cewr1KcFGKR49WblNsXjP9aMenH0p2C3JWkCnvwK0MhjA54P500/Kc5zUxCgd8j1puAcdBSAZjJ/wpQuO4zS8Dvg5o+Qn+99KBjR9M0vTr+lLgA9MUpPfP60AIKa+AuWNPDqOlQTyjy2PoOwoArTyqD8pyfccVULhidwGfx/wpzyg8/OajyzEBUagZHPJtTgAe5rA1Lc1xBHnd1bH5f41sXLY9RznpWVFtnv3l42oNgNZ1XaJtQV53LVtF5Slj1Pp/nrSzSgwvgds/mKsbQqsfbmsq8dk+UHHpXCekkZjbnbYoyXOEH+16V7XpVoun6ZbWi9IY1Un3xXlfhe3F34nsYtuQjGRgf9kZ/nXsIGBXVQjpc4cVK7SHUUUV0HKFFFFABRRRQAUUUUAFFFFABRRRQAUHpRQelAHjOuqP8AhM9TZRhRMM/98rmtS0HmQnHZf61Q1sZ8W6keg+0Y/wDHVq7ZybHXjr8uK8yr8bPXpfw0YmvZ3I2MZbPH1roofAum+Lvh9p1reNIkqq80Fwn3omZiSPcf7NZniO2zYvIv3o2Dceldt4EmWbwdY7TkxqyH/gLH/wCtXRht2c+L2R8uaz4bu9K1S7s1/fiCVog6DG7a23OKyXtLlOsMg/4DXp3i+FR4u1VVU4F5KCPq2f61RSBFUB1z15716MaV0eU6lmed7WzypH1ppAHtXqg022KxvhScDI49BUcunR7SRFG47fKKfsQ9qeX496AB3NeiPo1iynzLOPPsMVD/AMI5pbtzbkY6ncf8aToyH7aJwQAz15oAOeK7s+HNKAO2KM9OMnNU7jw1aBS0auAOwJo9jIPbRORw1GTjpW+dCg3ECSVT6nGKa3h8eXkXWGxkBk4/nSdOQ1URh5brRmtBtJuASoeM4p/9g3hjZx5WFYLy/sP8ajlaK5kzLz7UhJz0rak8OX0UhR/JBAJ+9/8AWqsdIuP4Wjb5gOH9f6UcjDmTKG40gPXitL+x7sMV/dnB7NTW0m9QZMPH1p8r7BzxKGaOfSrY069b/l2kx67eKtDw9qZAxAv/AH1SUWPmRkknHSm9a2f+Eb1QnHkL/wB9ilHhfUSTkQr9ZKOV9hc8TEOTTTW4fDF+FZj5YA+v+FT6L4SuNT1OCB3GxmBfb/d71Mk4q7Kg1J2R2fw40oQ6ct4Y8PN3I5PP8q9LRQqE/jVXTbKKwtVQqECqFA9AKnlkBb5TgfnXlzlzNtnsQhZJIzNTkxz2WotBgNxrNuOCsZMuevA/+vio7590Qz1Y1nSpK6q0V5cW5BIJgmMZP5Vph6fPNE4mpyU2epYY85J57U0vID3xn0ryCWG5BJe/vJfZ7qRv/Zqj8i2nQo/mK3OMux/rXrqgzw/ao9gNwq53Y49WAphvoeQbiNcesg/xrxv7M9uxXjt/OqtwQWBdR97nIp+wF7U9s+22nT7Zb/jMo/rSS6jYRjL39uMY/wCWy8fWvGbR4xNEhjjBMseOPVhVlL1PNmRAQHbIJG3til7LoP2nU9Pm8R6JB97UITn+6S38qqjxtoAB23Epw20kQN1/KvIPPmu7+NVJZV2rjParIlkkJViobOeOapUVsHtNLnqr+OdFRcj7U/sID/U1Vl+INkvEWm6nKR/djX/4quEt40CqssqgnoOn51orIjKdnI7ADin7KJHtWdTD44FypePSJh7POgP5c1DN4vuHVkGloNwxk3f/ANjWBZBJEZM8HH4VaW3iXoQSQR1pezih+0kWW1rUXK/JbxgjsrN/MiganqhbHmw7cd05/nVfy0jX5fyApsjkFdxOPajliHOyGPXNTM22SO2cl9o4Yc/nW5Y22yMfjnPc9ayNGskfUJrqSLkttV+/ua6CTcnCkBR6152ImnKyPVwlO0eZhJLlf1FYt+WKjPRvSr0k+AVPes68kBnRR93bk5rmR2vQ6/4d2W65u75l+6qxKfc8t/SvQq5jwNam28NxOeDO7y/hnA/QV05rugrRR5NWV5ti0UUVZmFFFFABRRRQAUUUUAFFFFABRRRQAUHpRQaAPJ/FkYtPEt3sOTKyS4PqRjH6UWI3sCQflpvjYOfGTgD/AJYxn9DS6Wdq8nOBXmVdJs9ihrSRpzwC4iZH53Lg1Y+H0pso73SJGGY5DLF6lTwfywD/AMCqB2zyO1V/3ljdpqVuuZosnYejDGCtVRnyyM60OaFjgvG0iW/jbVUKkA3BbPvtB/rVIJFPDlPvYJFbHj5ra98SPfW2fLuoY3IPHzYwfp93881gWgTbgnBU817VN6Jo8OcbNpmxBY7XUHBB9Knlt/KHyAmpI0wVG/d6H8aszjAyCRx0q0zNozkhVzygPJpTAihsLg9zTi2MkjBxx6U1Sz8Edaq4rMo3FkrDKd/aqoheOQB2G3PSr81sVAKkVWLKc9D3600xNFK7tEkJZcd+PWs6SNwpwxxx1q9csTNsQngcVUldwmxqYbGfJgTHBweo96vC6A05nA+Uz9c8DCrWbLw7FcjaMA064jkt9KicoN2+R8nOQCyjp6cdamTStc0iiXUrzzIV2sBIwKkD0NQwxSQWqPuAL/Ntxk4x/wDqqgpaaZSwDbsNtX61sFHdfMZiyD92in8+v5flSeuhS0JbWHzHDGTArSEcC4bcC3+0eaoJb/JySS2cYq5Z2mRhsHBrTQxuXZDvhVd2ckd6tiJ3jGxsDAqJ4kKDAwPWp4gRGMnpUsEIbRguC5Jz1pTD5bZb+dPdwvc5YcVUluMS4Jzz0xUtpblxi5aIkmcEMgX73UDr9BW34U0U2UK3Fyx+0v0H91fSmaRphDi4lTMjYCA9veunjh8hAPSvKxWI5vdievhcNyrme5ZkG9c7ARjvWRcy+Up2/KehFaLz4j4zWLqLh1BU85zXA9T0YIp3cpPlKe3zfyqncbwMgMBz04qykcsxWTZvSMkY/vHFT3G5sboSMk16eCp295nlZhWu+VHOi5dfkbnn+KmvNjd1Hv1rUngjc4MYbPcduKyLyzktFEiNlDkY/u+xr00eWTicjbuG4eves+7Ytu2njnj8amiuA0W1xhu35VVdgWXaQfamhDIQzX9mi7iyzKeBncBlvx6VQnuHDSJiQsRlnY8t7GtKBmFzJs2hjG+SV3Ecdar3NlJcXe9F4ZMKiABn99tZylaRrGN4jNOZ0ilZP9a/ygFeMHp+OaknJgPlqf3gO2pYNtrFucDcPuKP4T6n/wCvVZDuYttLsT1LU0+opFq0tTK6tLlvxrqLODFsFTH1z7ViWhR2VFBB44rprQgI3B+WmyCpCnlzHK//AF6uMQFA59qrn942QPyptzJsHGSeOtS2NDpZVGSOfbNOgje7znIHciq1rAbhtq9D1PoK6K2t1iCgAADoDXHXr8uiO/D4fm96RJbReUiqvygdqnldPL9+9MLA1BK3ytmvPvdnqxikjPuiUcelQwWkurapb2dvzJMdueyjuT9Bmny5cfMcV1Hw70/dfXV+4H7uMRL9WOW/kPzqqceZ2Irz5YHfWdslnaQ20XEcSBF/CrFFLXajyWFFFFMAooooAKKKKACiiigAoqC4uI7W2luJm2RRIXdvRQMk1l6f4j0/VZP9FW+RFjMvmXOn3FvGV45DyIqnr0z79qANuisrStd0/WQz2EsssQGVkaCREkX1RmUBx7qSKZJ4h0uK21C5a5zHp8oguTHGz7JMK20BQSxw68Lnk460AbFITWJH4o0t7K7vpXu7W1tFDTSXtlNbAA9Meai7unbPUeop/wDwkemHSptSlllt7WDmR7q3kgIHb5XUMcngYHJ6UAcB4xO/xdc8fcjjT9M/1plhwvFV/EGpQy6re6nMs9vakhg91byQHaFC/ddQf0qzZN50CuILmIdhPbvET74cA49682sm5NnsUZJU1E0EO5/XFSc7Sp5XFMQbV64Jp2eOvPpWcSmcV4t07y9lyn3ScMPT/Oa5iFipHSvQPEKCXSpwR91Sc15+MH6cV62FlePoeRi4Wl6nXWgQxqQACRmrT+3IrL0yUtAAfTg/hWiRjv6c11HFYoyiSNm4O30NRo8TcjKHvgcVeK71OCcZNUJEkQuFPGe4pk2EkdlXA6E9xWTeowbckWevTitZZC33jnjHSqV6dqj5s/8A66taiu0c3K8sVwx5C+69aV5vMVfl/KtC5iSVTgA/WqSp5b/KMjBxmqQXM6UHd0ILY4q1cpLLYQoWcCSJWwSSCo3YwM9elMuUztyce/4VGsn7mE/ekVQpI/3TWdTWyNabtcggt1XachF7nPP+fYVLcXAk2oF2xrj5RVcKScqMduPSkxJuG1d3Y07WBu5vWzK8cfoPWtayCCQDHA96wtMjErRg5Azg10VrFCDvVwcfw1S2MmXHSKNdx6ntVWOfG/oMev8ASrQSRtzNgnmqE3D4+nbpSbBK5Wu7ltwUNj0Fa3h7ThcP9okUsc8Z6Vjy2stzcoka5JIH/wCuu50qzWygSEk7gBkCvPxdWysj0sDR5nzM0Y41jwMDNOLknFK+xI89TSIMgdOa8pnr2I5en4Vky8ZJHetSYMhx2rKnYA0kWnoTQIi2qhQfvHODT3CA5aobeTbC/pvNI9xuO3AxXu0P4aPncR/EZR1DMUG5AuAe1YklyPl+YsjHDc1vSGKQPGyHa/X24rj74vpEjwyxvNliyFeNynv/APWroiznaLZih3ZRsr6UyVULEbMY/wBqqMWsWrkBy0Zz0dcU+41azYMUcu2MgL61VxWdx1s7pdYByjREFunUr/ifyqs5BVAvUdCOM8nmsa61G8huFlWM7R91Dzn61PbakLhcNC6OPuqG3Fqz3ldl/ZNJS5HzdADzUkMjM2XRlUY61TjlvG/1qRqG6Rryw+proNPVJLdI3AJONwPX8Ktakt2H2pQTIW/OugiMZtxtkzn161kCxGR5THHoavWkDxgFmJwaWwtyWQmIbvp0qgUkuJMs2AKuTOGkwCRU9kN86LjIUEn86xqT5U2bUafNJIt6ZbGKEEr855INaEh24ZiPpTYkKKWbvyKjnch19zivJk3J3PejBRjYmC8ZyahlYFSKtbduM+lVph9KkpGbL/druvh2c6dfcHi56+vyrXBzo2/I5wa9A+Hi40a5/wCvpv8A0Fa2ofEc2Kfu2OyooorrPOCiiigAooooAKKKKAPmD/ho7xh/0DdD/wC/E3/x2sm9+OHiu/1FLudLVVjUBLeCS4hjBBJ3EJKCxORwxI4GAOc+a0UAeqaj8fvFmp6Vd6fNZaQkdzA8DPHDKHUMpUkfvMZ5yOKpXfxu8XX+m6hp9ybB7a9haHYICvkowwQhVgeh/i3V5xRQB6hB8evF8ctwZodJuYJQVW3ltSEiQ9VXawOP94mqo+M+vR6WdNttJ0K0s/tMdwsNrZtEqFHRwoCuBglOc5OCeemPOaKAPTf+F6eK5rbyNQt9K1BBOlwnn27LsZGDKP3brkBlB5z71Fd/G3xNfXr3Fxa6Y4L27rCY5PLRoZDIpA8zqWPJOc7V6YrzeigDuZPivr888kk8FjMr3MN15brIUWSJy4IG/uSNw7hVHGKtR/GXxKj3LNBp8n2iRZCHSQhSBj5Rv4z1Pc+uABXnlFS4p7lqclqmeiH4y+IiQfsWl8f9MpP/AIuj/hcviLB/0LS+f+mUn/xded0VPsodivb1O53lz8WdeuoXjktNO2uCDiN+/wDwOsQeMtRBH7m14/2W/wDiq56irilH4TOcnP4jr4PiNrFvHsW3siPdH/8Aiqn/AOFo65jH2bT/APv2/wD8XXE0VfMyOVHaJ8TtaQki2sOf+mb/APxVB+JussTm10856/u3/wDi64uijnl3DlR1jfELVi+4W9kvsEfH/oVdglzNeaTa3Um0NLCjnb0BIBOK8jr1TTnLaJp6MBj7PH0H+yK2oybepnVSS0Ed3ClvTsKpLqUSSMsr4IHQ1NPFsyRuGD0rLmQNIUcZ56+1bXsZJItXd/bSQHa/IPBxXPtc3cEjGPDq5JCt1Fac1t5YGPu4FQQWyyySu7NnIxUSvJouNkh1rcy+U7XIVT22dzU9qjo3mcnnJX1qSK3ijkDck+9XjGoIYDIzirUe5MpE9sCGDp65xXQWRV8EqN4PTGKxIIjHKp/hY5rft8NGDgfWh6Ebk5lYL6DnNUCfmBJzz19auvsfcFJB/PvUCJGuEwCR+fWobHEs6Sgl1JBj7pya7FYdqmQ/e/nXP6LComkdU+bpWhr2rppmmySMfmUdPevJxD56lke/hI8lK7HXV0oYR7sycAD3P+Hf8K0oExAvIz3NeV6b4va0uJZtQtnYSkkTL0Qen/169N0eX7fYxzhSqMu5cjnFYzp8uhsqimrofPg8d6y7mIFjzjAFaVynlh+px3rMnfeSR6ZrOxothsULmP5W6s3H41SnMsStkLgegq4k4QiMjDfeHvUV3IrsQRgnqP8ACvaor3EfPVn779TKku2LHLMpz0qneLFqFrslyxX5lcHlTWjJaNvJ+8DVCS3ljBKOdvp96tkYnPXMD2mEdPlbvjimxRwGInAV8jp61rPLvXy5SHGTkHtVVre2RicELVpCuZLKGYxKc8nB/CrVhEkF0zNGquBjJGcVFKkNrc+Zk7Rw3sCOtW4wGjyD82cnFCSuDbsXzEsqfKAPYCrVtEskYI4cVmW1z5X3zkD8xV77YhOUcA/pTJsbFsdp+fqavbgy/L+lYdvdu+35VP0NW1lkUghCPcVEncpItldru2Mmr+moGkZ8cHKj1xWX9rkEe7YD2FbFm32e2UsOg/GuLFS05T0cFTu+ZlnU7+GwtzJKQFXrWFperw6kPtHnLu3NhPTnnIrP1d/7UvlhlbECdcn7zelYv/CPRNr9o1oWVfNBlXkcDk81zxprkudcqzU0kj09S0kO5eapyHYQT3rUhCLaKeM47dKxL6fCYHUsQKxOmOpWlkOAM9yTXoXgBNmgyn+9cvn8hXn7ptjUnktxXpHgpVTw3EVUjdI7ZPf5v8K1o7nJi9kdNRRRXUcAUUUUAFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV6lYADRdOZUDZtowf++RXlteqaV/yBrH/r2j/9BFbUd2ZVdgaVtx3xnaR0qnNGjLu6DPUVen61Rf8A1ddKMEVbmMmDIPWqBkaBMEEhmHI7VoT/AOpX61nXXWP/AHxUvRlItbvNXjOVHUVq2cqMoV+c/lWPbf6qX6Vbs/vpVLUlm/FycDkenerVu+1yCCOBwe1U7b/Wn61Lc/8AHwf94UPYhGhHcBIy2D0B4pwuI/vFTnIqFP8Aj3P4VYH3F+orGeiZtSV5I3NLhlihMjfeYlsA8isTVY/7Z1RbaZsRRqZHx6jpXRp/qfwNc3F/yFbz/rmP515O8mz6VRSgkUTbwgvby7CnygEj+Ek16XpbpDp4xkJjjd6V5c//ACFD/wBsv5mvU3/5B6/7tROTbE4paIzNRuiDIV74WqG4R2/zdSRT73/WJ/vCopPvw/74qFq0U9IskeLzFIcDBH41TkicIEPzKM4PcVpr941COv4mvap6RPm6jvNlVBmH7wJqlcrxnrnjmrKd/rVe4/1R/wB41qmYsxbm3BkPYjuKypHSJisnRenvW1cffP0rAvO/0qxkFzF50bIMYYEEn6VY0iIpFCpYklAcHt/n/CmL9w/U/wAqmi/1p+g/9BWp6lLYsPZM7Fv4TSpb4xj+9/Wrn/LAU1vvn6/1piLdogATIU8ZrUWNVA2tgntWXa/dh/3RWqv+sX6UMUWTwwyT3KIIC6g7iUFX9TcW1kSTkjnB61LpPVqo+KPvn/eryqvvT1PdoLlp6GJbBDpwaRMsXYvnrVrRLdr+SF8ny1Znfnr7VSX/AI9H/wB9v51s+Fv+Peb61k3ubx2TN+6KxqFX5RjpWKwaWbJ+4pIFaeo9fwrOP/Hsv1NZlC29vNqeow2dsuWZtu7sPU/gOa9f0+zTT7CC1j5SJAoJ74HWvPvAf/IXH/XKT/0OvTO9dNFaXPPxUnzWHUUUVucoUUUUAFFFFABRRRQB/9k=", "path": "001960.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001961
Men Tshirts
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", "path": "001961.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001962
Men Tshirts
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", "path": "001962.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001963
Men Tshirts
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", "path": "001963.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001964
Men Tshirts
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", "path": "001964.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001965
Men Tshirts
{ "bytes": 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", "path": "001965.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001966
Men Tshirts
{ "bytes": 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QzIyMgIIq1iJLczeGg9jxCVfLbDKR9DinJ8xwD+BPFdrrPhRiHaFdyBSV9RXIR2/z7SVUg4+Y4rspzU1c4qlNwdmdN4O0STV9VtreAP5jTLnac7VByWPsAPzxX1KowoBOff1ry34W+Exb6Vbaw7OjyZaPYykMucHPft0r1StUc8nqFFFFMkKKKKAPDvGXheK48aXGpW7lXiuondMcNkrn6HnNaWvtPG7/AGaHexJJwcdz3rf8QWn2XXJZH5S5ljYfoP5iql1GXlOADyc1505y1Uu561OEUk49UefamuoC9hhiaK7hlCkyDICHvnnIxx2/wrU0uFllCOVcA4zg/nW7LpsZOFTk1Jb2aQY4yRUymmrGihZ3GakzfZgqjmucW23XCiZtkZPzSFN2PwrqrkZZQw4qI2EcoOAM+nrURdimjhoo9UF1ceZcxCKPPlEKP3h7DgAjv9K3LH7RNEouEI7881tLp0YPKDintbiMdOKuU7kxjY5jxfaeb4Zmbbkoyt+v/wBeqvh/wnBplsbuQl7kKGDdo/8Ad9/euh1qD7Rot3DkDcmAffIqS1ge2l2by6OCeTnjFOU2o2QQhFz5mej+FLl7vw5aySu0jAFd7dSASBmtv2rO0SzGn6Na24GCsYz9Tya0RzzXoQuoq55FVpzbjtcdRRRVEBRRRQAma4XxpEF1GO4IP+qA/ANmu6rO1fTrfULKRZo9xVWKkHBBx61lVg5xsjWjU5J3Z5+3EzE+ppZG+XNQecs0ayoflkAYfjWffa5a2OElcl26KBk//WrgcXex6kZpRuXYJ4WuDGXAcckelW5pIh/y0UD1JxXCXutXV3IJLKzYhfvHByfanW+sM9x5V3bbIAcZfk5wCcE1fs3YPaRO7gY55wSPSrJwSSVxWXp15aMBHFIC2M4J5xWiXBHWsrWLbTWhHIfmxVbUWWPTnDYw7IvPuwqwxBYd6zNVu4lu7C2aVV3zZbJ6YBx+uKuOhnJ3sixa2/23VkVQQLjEcYPUg/ef2GM16nHGsUaxoAEUAAegFcj4X052uzeSpwibUY9ya7KunDQajzPqceNqc01FdBaKKK6jjCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooASg9KOlU9UujZ6ZdXK/eiiZx9QKTdlcaV3ZHzL8T7d7Xx3qgdGXdcFwT3VgD+XJrmtOs7ie5jEEZeRvurXo/iHRT4itTfySNLejpKf+Wg9D/SsfwHppWe9nkU5jAiGex7/wAhXOqylFtHY8M4TSkdPpFj9gsoouTJgbvrWrHPEG2tKu4dQD0rNvYJbj92JzDFj5io+Zj/AIVjSeHbZwWivbrd7AEVzcqerZ1OUlpFHdRGNxgOp/GpxCQPXNec2sV7pd4gkuZmQdAxOCPpXWaFf3zq63BVh/AwPUUpQS2HGbe6NpoS3aqk0GMjdg1U1LWZbZhHGpz3OOBXMyX+qXk7gDYu7hsgDFKMFIbqOPQ6mGEOxV8EHg15BrMD2HiO8t4wdyybQPXv/hXoWmWepm+S4+2JlGGFXncO6t2I/lUJ0H+1PinK8kX+h/aolkz/ABfKpIFdNK0epzVeafTU9p8MWH9l+GdNs85McC7j7nk/qa2KaoAXAGB6CnV1nnhRRRQAUUUUAcl4wiybV+NuTuPpj5gfzFY84JnYjp1rsNY0v+07UIrhXUkqT05rkmQoAjsC8Y2Pj+8ODXFWg+Zs9HD1FypdUQHjsDUYOX6j6ZouJ44ELyMEUdSTXLarrdtEyyWv7yYjjHAxXPGLbOpySWp092Y1XLOoHrmo7OQFtpIb0I71w515bkxLLbyNE4BPmHPX0zXVabqWnhFSCRQfRjg05QaEqkX1NtgMe9Up2p7XIYDbjmqskmTUobZU1TnTnQHaXKoDjPVhWpo+nG5vbWFWJBcGRj1YDnHsK5rWdQBRIYcM6N5h/wCAgsB+Yr07wfZ7tHtNSmjCXFxCGKA5CZ9D3reNKU2uxhOuqcX3OnH3aWiiu88sKKKKACiiigApD0paKAPD9RabQtdutPkI8mOQ4B/unkN+RFUYrKDV5Z7lmYZbCbT93jrXWfFvRJPsia9bKSYVEVyB2TPyt+BJB+orzfQNakglaIqDEeueo981y1KTWqO2jVTsmbEdleW52NdbiPVMA/lUkkd1JjIhYDs7Z/TFSXzfbrQfZJWWQsOar6Zb30NzILmUNHjjd1BrHoeiqsdrFc2V1JL5yxtEU+66v/LNdPZ3/wDoMcsz5O0biPWq899bW0BaSRBjjGeTXKNrDOXjQqAWxtHpQouZzzlGL0Oml14Sb1jBUY+8eopdB8LyeLdRMpuDDDZzxSux5ZsHO0emcde1c2spnlWKFRJI2Btx716v4BjSw8y0LbnkTezf3mB5/nW0EoySOeq5Sg2uh3QHFOoHSiuo4QooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBOtVr62W7spoG6SxlPzFWaKTV0NOzujxeWGfEdnE/lbEGSPbrUGiWnkC/LKMyXbngdRgV0PiDT2t9YulJKoxMkRHVd3UfTNZOlb/JmWUguszZK9DwK81KzcT2Zy5oxkFzaGZSoJH0rHOkzwGTe0s6MCArORtz6Yrqodufm5qcwBxz0oUrE2ucDp3h2S3yxe4Zi2QXfJ/wD1V1OmWxt5CMYzzitV4UijJA+pqCP55cr09aUpNsqKSRk6xavK+R0/GsS7tLt7FYrO4nguNwy6Y247jGK7aSNW4IBqNbZVbIHHp6U1LlBpSMrRrCeCQPLcPISvR8ZH49639M09rjxEuxfuXfnMfQbR/gKZGiiUYHJrf8MoDqd+23oRz654/pVwXO0n3MqsuRNrsdWKWiivQPKCiiigAooooASvNfFEsuj+JG+TNtdESY9zwf1r0vtXNeM9HOq6HI8Sk3NuC8eOpHcf59KipHmVi6cuWVzzTWoP7Tu0iWTKoudmeM56ms+C1uY2AFvEjIepfJ/PFGk6wkd2yXLYDfKGI6H3rU1FmktJJLV42k2nbz3rhacXZnq0ZQfvMoyJdMpXy4VB7OR/ICqI0S4uidyQxRryCuTk/SpLFNTF1H9rdfLOd2VrUutTt7KBiX3YH8NPVbGk5wkthmn3nkW7x3EmZImIP0qpcaw0pZI/kUj73euWvNZL3UkygjLZK5/SkguJbp40iyzt+VUqdtWcjq30R2Hhi2j1HxJDBOgkgztkB7g8Efjk17lDDHbwpDCgSNFCqo6ADoK8b0GMaekbIR5gYMW9SK9is7lLu0iuEPyuua2oTTukYYmDjZssUUUV0HKFFFFABRRRQAUUUUAQywxzxPFKivG4KsrDIYHqCK+dfGnhtvCXiKWGEP8A2fL+8gc87Qf4SfY8fSvo/tXnnxA+zXF1FAWR5FiIljIzhSflz+tRUdlc0pJuVkeS22uJFbbRIfMBH+f51ffWRLbFjtJ6hR3qleeF7OZ2aLfEc9ENVV8MMjYW7lUY6DFYe49bnX+8XQbe6kdg3sDt6Dr+FUrOK71CbMSkKeCx6fnWzb+G7aM/PvmJ7OePyrorPT/LUfKFUdBjFTKtGK0HChKb94ZommJYpnlnP3mPeunsNSNjfW9wOfLb5hnqO4rOC7cCoXEkkipGjO7HaqIMlj6CuJ1JOd1ud3soqFnsevRapYTKhS7hO/G0bxk57Yq7nNeVQqugRlA6Pq8g/fTD5hbj+4vbd6mt7wjq8ULTW13cANK4eNpH+83QjJ79K9+OGqOj7Vr5HzdTE0o1vZRd/M7mikzmlrE2CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAMTW9DGqBXRlSVRty3QiuJu9HbRtRmt3mEhkVZhgYAyNuPf7v616hXCfEGCSKSw1CLPBaFuPxH8jWFSnHWS3OilWlpBvQxUOGxxV6OQbcCsaG7SYAg4bGSuana6WBDI7YUDkmuFrU9CLLF/Iwi6Ep3x1xVey1C2fnJTHZuKw7jxQ0rGO2t3cg4JYYH4Vkyx6xNKbhGRS3OxiPTgY+tWodw577K53T3UDOFViWPIwKnUdO9cFYajqOl7hcxCZepYNnDY9RXU6TrUGpxExhkdfvI3UUpRa1BSRtRKPNUngA5NdJ4Z0+5tYJJ7kbHmw2zOcck/1rj5LkT3cGnRN++uJFQ7eoBPP6V6cihVCqMADArpoQW5x4mo/hH0UUV1HGFFFFABRRRQAUUUUAeQ/EXwebGZ9c06P/AEeRs3MKL9xj/GPY965DT9SClmkIYgcMx+8fSvopgGUhgCCMEGvCvEHhbSJr65ksHlhhaRivkvlTz2B/GsK3KtWdOH5ndIy311GldWZF2rgexrBvNR3q7MwKHr6GrcvhEZyt3MfriiLwvApBkaSUg9GPFYqdOJ0unUkc5HBLf3P7pcLnk9AK7TRdNS1QBBuY/eY96ns9ICgKiBVHQAcVtQWwhXAFZVa11ZG1Khy6slj/AHeK6rwt4gS1kNncviFzlHPRT6fSuVkU7RgUxkclVjBZ2OFUDJJrCnVcJXRrUoqcWpHtKsGAKkEHoRSmuES4m8NaPHaC4Z72U+ZIC2RFn+Een/666HTfEFrfhUdhFMf4SeD9DXrxlfc8iVCajzJXRt0UgPFLVGIUUUUAJ1oqtdX1tZRGW5mSJB3Y4rkdT8cqCU06PP8A01kH8h/jWlOlOp8KMqlaFNe8zq76+hsLSSeZ1UKpIBPU46CvFpbme98W63NI+5QY1+p2qc/rx7VpXOo3F5KXuJnkc92NVEFuZizP5UpUJvIyGA6bvQjPB9OvQVriMBU9l7urIwuPp+19/RFWSHdJnvTkts8mtKPTJ5hmELMf+mTq36ZqUaZfkhTZ3GfTym/wrw5wqR0aZ9DCpTkrpr7yrFAqEcDNWQox0q2ul3EY3XHlWyjqZpAn6dacZ9KtBlpHvpB/BH8kY+rHk/hTpYLEVn7sSauOw9Be9JENpptxfOfKQbF+/Ix2og9Se1SSXttpgeLTWMtywKvekYwO4jHYe/U1Tv8AWbi9jETlIrdfuwRDag/Dv+NZ7OfoPfqa+hwOUQovnq6s+azDOZ17wpaRFeXBIFRNIT945+tMYnkY460g65r2bHhnQ6V4q1PTQqiUXEP/ADylOcfQ9RXaaZ4wsL7akubaY/wucg/Q15emOKn4Arjq4SnPW1mddLGVKel7o9rDh1ypBB6EGnDmvMtF8TXOlkRyZnt+6Z5H0rvtN1az1SLfbSqx/iQ8Mv1FeVWw86T12PWoYmFVabmhRSA0tYHSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWfq+nR6rpk9m5x5i/K391h0P51oUUAfPN28tjezQzq0U0D7GGehp76r9uMdmxHzMAzf4V0nxV8PyPfDUbMfvJY/wB4o/jK8fnivJoLqVJwBlWU4461yypq7R2xqOyZ6DPo1qyrIgKMBg7XIz9eaqLbWkTY+0Sxn0MmR+RqHTtbkeNI5/nb/PU0670m21K4kmZirMowAaySa0Z2wrWWiJ105Z3/AHdxOQerb+o+nSpw8Wj3e7Aw0eM5561Cl5b6XbpCFYmNduWOOlczeX9zqd8gUfO5wqL2FKMW9XsRVqp7LU9D8AyLP4pF1N8y7WCuT0kPQfXGfzr18V4dppOm2kUUb/Mh3bhxlvWvRPD/AIku76zmub6CNbaM7YpVPzSsOoA9vWtqdeCTvokclehLSR19FRQyrNEsiHKsMg1LXQmmro4woooqgCkorPvNZs7IHzJgWH8K8mgai5OyNCq1zfW9ouZpVX0Hf8q5S98V3Eu5LZBEv948tWHJcSTSFpGLseSSc5qHLsdlPByes9DV8Xa3dXfh+7h0uV7Vm2gzAfMULqrY9Dhutc7NbRwQxwRIFjjQIqjsBWskoVQGUMpXDKejAjkVDNZedk2zeaOuz+MfUd/qK5MQpS1R106caTstjnntmLcGnx2pHUc1eMTB8EEHuCKkEJB6da4HNnWokKRhVHrTtnHSpNmXAHNTfZ3ABceWv95zgf5+lSlKWw20io6gAZ4ArTsRHo0hvLgB7vbiGH/njn+Jvf2quLiO2IaHLyjpKwwF/wB0evufyFVSxdu5PWu2hQ5XzS3JcXU0e35kk9zLcztPKS0jHPNQmRiaUt6cmoxXUaWVrGlZ6zf2hHlXLlR/CxyK6Kw8YByEu4gD6rXHLjqakG31qlJo56uHpz3R6hb39vcwmWKVSoGWycbfrXMaz4zji3Q6dh2HBmboPoO/1rnY5HRSmdyNwVJ6iqk+nCUlrd/mP/LNv6V2YV0nL94/8jw8fha9OP7pXX4lO6vJ72ZpbiV5HPdjmoc4p0kTwsVkUqR2NMP517sLW93Y+Znzc3vbi78DAqN/Lc+hoJyMYpm3jHUe9aIybI/I2klWNTCefaFNxNgdvMP+NN8selG3mm1F7gpNbDhyc7cn1NOyT1P5Um09+aUZFMLiAkHjrQc+9Lz7UYH/AOqkSMIpAOakx7UYNABzTgeelIKeo/OgB4Y1PDO0UiyRu0cinIdTgioAB0pRUuKZSbWp2Ol+NJYsR6ivmJ/z1jHzD6jv+Fdna3lveQLLbypJGehU5rx1W647Vo6ZqFxp0/mW0hU91P3W+orz6+BjLWGjPQoY6UdJ6o9ZB4o61k6NrMWqwk7fLlUfOhP6j2rWBrypRcXZnrxkprmjsLRRRSKCiiigAooooAKKKKACiiigAooooASiiqN/qUFihLtluyDqazqVI04803ZDjFydkcv461CzLQacWzdgGcD0Toa8j1rQo7mVp4T5U568cMa7bWRJceLbm8nH+ssohH6AFm3Y/ED8qyJ491efOveXPHqerSoLkUWcBIt7ZEebbOxXuvIP5VINckEyu0UijGD8prr2tSxzg1LHaKvaj6x3RX1W2zORlu7jUpF+zwTP2xtIA9ya39K0tbCIu+HuX+8/oPQe1aiwDp29K07HSWuGWSYtFbkZ345b2Ud/r0FRUr6a6I0jRjB8z1ZU07TJNVuCu8w2seDcTf3V/uj/AGj/APXrqmmQxxwQxiG2hXZDEOir/jUfyRwJBDGIoI/uoPXuSe5PrULmvm8xzL2i9lRenV9/+Ab06d3zS/4Yu2usXdlLmF90fTY3St+18UQy4WaIxt6g5FcgKcvNc2GzXE4ZWhLTs9RVcJSqatanotveW9x/q5FJ9O9JeX0NjAZZmwOw7k1wcM8kJyjH6VYublr9R5srB1GFLHivoMHxBTqe7WXK+/Q4JZdyy0ehLqPiG4uyVjbyov7qnk/U1iPIXPWnzQyRn5l47EdKi217kaimuZO6OynThBWiB4ApQcc008d6b3pmvKS+dgYxgdsUxnz0NRtzScikNJFkXt1t2NMXUdBIofH50pvZQANsPH/TIVWyaTJ/yKTinug5I9iVrucn/WFfZFC/yqBtznJJz6k807n0oP60DSS2IwAoG7k045IxxijGT/KlxQMbtoxTwKMUANwaB7U/HFAWgBAxBqQP6im7aQj3pkuKZMWWRNso3r79R+NZ13YGMeZCd6fqKtcmno3PXj+KurD4qdJ6bdjzsbltLER2s+5hGl/CtK9sgEaaMYxyRWacV9DRrRqw5onxOKw1TDVPZzDGfWlApP606tTmDHFHf1pQKXFAxAPajAxwadjilxj3oEN7UYFOxSYoAbj1pwGKQjnjpSqe1ADxx1oXke3qKTr1wFHWnA5PoBwBQA7jgDgU9Wwfem9BzSk88VJdrGzouovY3scqk4Bww9R3r01GDqGXkEZFeOxMVPvXpHhi/wDtemBGOXhOw+47V5eOpbTR6mX1d6bN2iiivNPUCiiigAooooAKKKKACiimswVSWOAOpNAC1DPdQ2yFppFQe5rGv/EKRZS2Ac/3z0/Cububqa6lLyuWJ9a8HHZ5RoXhT96X4HdQwU56y0RuX/iJnzHajaP756/hWFJK8rFnYk5ySTUWaN2BXy2IzCtiXeb/AMj1KWHhTVoobf2j3dvHLApeaEMrIvLGMnOQO+Dn86wDFuYiuhDsrBlJBHQg09p3di0scErHqzxAk/jXo0M2p+zUKid0CpSi7x2ObW3O4jGSegHNaEekTFQZituh7yfeP0Uc/wAq0hO6ZEe2IHr5ahf5VHkk57nrU1c4glanG/qWqcnvoNitbS3wY4vMkH/LSUA4+i9B+OalLliSzEk9STk0ykwB0ry8RjKtf4np2NI01EC/pTTzS4pQK5CxmKevFG2nYxQMKdn1pMClxSEx6uwGVPB7EcUeRBPyMxv6DpSUdOe9deGx9fDv3JaduhnKKZVntZITuxuX1FV+1bCOceo7iql1a9ZIh9VFfUZdnMK8uSrpL8GRqtyjjjNGMU7npSdeK90YmPSkI7072o+tACdulIR6U6kxzQMTHNLtpcYpcUANxjtRj0paKQAKUmkzxSZ47UALmjrSZoPyLntQA0nHGaFPOajBLHmnk8AUwsTqQ4KtyCMGsW4gaCZk7dq1A+DUV9H5tuJAMsnX6V6OX1+SpyvZngZ1g1Vpe0W8fyMsc8mnCk4pRjP0r3z40cOaUCkpw+tABn/JpcUmOetL2FIEFMDjftzzUmDxVa5U+XvT768j/CmtRMkkOM8cVGr4QHHXpUckwlhjZf8Alpj/AOvQWDAc5B6fSqSJbJ1JI/oKlU4qBWp6t2qWUifOD1FOz6cVDuzjFOBpWKuSg4Peuj8MagbXUkVmxHL8jf0P51zAIqzbSFXHOMVjVp88GjSlUcJqSPYxRVDSbv7bpsExPzFcN9Rwav18+1Z2Z9HFpq6FooopFBRRRQAUUUUANz3rlte1QvIbaNvkXh8fxH/CtzU7sWdmz5+c8KPeuGkYu5J5PU185n2OdOCower39D0MBQ53zy6DdxJ5oxR0pCcV8Uz2Rc0w07rSUDEo7UuKMUDuJRS0YoHcTFFLilFAriYpQKWigLiYop2KSkFwpaTvSigGL0oA7mjqcmlzmkxCg5p6tg0wUtJOzuhNFW9hCSh0GFb+dVq1JU8+3ZcZYcisvoOmK/Qcqxf1jDpvdaMzXYQ+lKBSGlxXpDDHFGKX3oHWgBB19qKXvQTSAToKSlzgU00AITTM0P0qLfhsUxkwPIGahll3nAPyimtJwVB6jJpijPNIZKhpxP8A+qmA8UZoAdnFSRMDlW6Hg1ATTkODVJ2ehlUgpKzM+ZDDM6HsaTJFW9RQZSUY5+U1TDAcV9TQqe0pqR+dYyg6NeUOzHDpTs9OaQYpepxWxzi5GO1Lnik79aU4IApDANTXAIPGfUUhYD6Ux3wKaEzOX9y09uxx5eZoye685H4H+dFu5+z24J/5ZLk++Kj1RlAjuQf9Wdrf7rcH+h/CiF8yRr/djUn8q13RDL4OSQBUi1GgwMU8HGKzGiQGnA9qjHWnj9KQyQVLGfmqEVInWkxo73wXd7op7RjypDr9Oh/pXXV5h4evfseqQyE/KTtb6GvTgcivCxkOWrfue9gqnPTt2HUUUVynYFFFFABSGlpDQBy/iabE8ceekZb8z/8AWrnEO76da2vFJI1BB6xj+ZrGjG2Pcf4ulfn2cScsXPyPfwcUqMRT1ptBNFeQdYvJpCKWg0AJ0opfwpMUDCloo70ALRSU6gQlLRjFGKQB2pM/KfalJx9KYThiPWmkCHE9KQHimq+Y8+nFA6AU7FWH5pw60yl71NhMfS5pmaWlYRKjYNUryLypyQPlbkVaBpLtfMtt3defwr28jxPsq/s3tIzlo7mcOaOoozR3r7cBaOtJx60vbrSADSZ4pDTS1AC5xTWbFNZvSomkxQMczjtVd2G78KSSXA9qp3dyYLWR89ORTAmgcsZXPUnFTp0qpaZJn4/5aEVeUYGe5pDDvS0HNJQAtCjmgc06mJiyp5tq645HIrKXANbETYPtWVdIIbt17ZyPpXtZZVunTfqfJcQYe0o1l10YoOTS5/ColcU/d716x84hcjHFKWOBUZOKaX45oAczd6qyybec5xTnc54HNQs0g/gBz71SRm2VbpY7uGWEPtZ1IK9/Yj6VHYSFnctjOEX/AMdGasTR+cuJLYEfWsrT3MN3PAxbIO5dxySOn+FX0GtUdInNSD9KrxNkCrK8jjms2CHY54pR1pAacPrikMcOtPHHrTARTgaQyzA21hzXrOmXH2rTrebrvjBP1715DG2GFem+FJTJocQJ5RmX9c/1rzcwj7qkells/ecTdoooryj2AooooAKQ0tIaAOM8YDbdwv22f1rJnIU7R0HFbnjFM+SR12mufmOWVh0IzXwOcRtiZ+q/I97CO9GIoOadUa461JmvFO0KOlFFAgpKMUUDFoFIKWgQvGKOO1JS/hSAWiiigA60x+MAnjPB9DTs01sFSD0NNDRVVyLieIjBBRl/H/64qyT859qzp2ZL2A5+YOIifUHlT+hq8vU1vUjazLJBS0gpawJFpaQc0opEjhUi/MCp6EYqMU4HBqoTcJKS3RMldGY4KOynscU3PpVm/TEof+8Kp7sda/SMPVValGouqJRJmkzTC+KaX461sMkLetRl6Yz461G0lADmfFVZpMDNK8mBVdpFJwykj2pgV5r4243OjPF/FtGSvviquqSrPpMrwsHXbuUqc5AINXS0B/hk/Ks6e1jRmmtlkR8HcuPlcdwR/XrQJpmzaD923uxP61dA47VkaTci4s4yMggbWU9QRWsrUilsOooyD0oxQAuPalxSHilzTATPNVdTXIik9sVYNRXo32ef7rA124CXLWj5nkZzT58LLy1MvcRzml81jjIIP86NtAT1FfSHwYFyT0zSZJUU7bTgox/9akMix0OBS7j/AHalxx3pMHmncmxCxz/CawNUU2l4lyAcDkj1HQ/59q6NhnINZuqweZb5xnbVpjjoya2l3KDnIxwfar0bDuK5/S5dsfktnMZ2/h2/z7Vtxv0pSQWsy2KUUxWGKd+FQA4YzTs9s03OKUY9KBkiHBHIxXofgqXdYTxZ+64P5j/61edDr2zXa+CJ8Xk0RP348/kf/r1xY6N6TOzAytVR3VFFFeIe8FFFFABSGlpDQBy3i0j9wO+Grmx89vG3cDBroPFbg3Eaf3U/rXOQNmGRf7rZ/Ovgs3lzYqdv6se/g1ahEeOlOzUYNOBrxTtSHZopM0UBYKDSUmeaAH5paYD6mnA0BYd2opM8UA0iRaOtJSZoGkKelRlwp54pSyg8nFIwRh99apFJGdfER3lpIfuPIqEjs2cr/UfjV+M5qjewSrA7W7oxHzeW5+Ukc8HsaksrhZoUkXow/I9x+FdM1emmuhVi/S+9MU5p+ciuUhi07tTaWpJFFOFNpaTAjvV3WwP901lmtlxvt5F/2c1jn8a+3yKpz4XlfRtGfUibp1qJ3IHvUzrnpULivaGQFyD1J+tMMpqUpTSgNAERdv7gb8aUSjvbt+FP2YpQKAG+dH/zwkz9KhlZW+7A/wDwI4qyRioZBmmBj2crW2rPEyqscvQDsR0/TNdCjjFYV9AVdZVGGHOfcdK0bC6W6tYp16SLnHoe4/OhijpoaIYU4GolPPanikUPpMYpM0HJHNMBpPvSON9rIOemaME0+Nch145GK1oy5akX5nJjKfPQnHumZWO9OAAoAwcelOx719WfnLGbeakGcDFIBmngYFAhuPamGpCPxppA9qAIzUMqB1ZT0IqweueKiYDNUmJnLSSfY9TjJ4Rj5bH69D+eK34XyMelYut2++QkDg5/SrOl3RuLRHY/OPlb6infWxUleKkbsb8YqUHiqcbVYQseBkn2pNEJkwP508HFNVAPvN+A61KOB8qBffvU2GIqsfYe9bPh+9+x6nBIDu+bYQOmDxWTtzxyT2ya1tJ0i6uryKMbIN/eU4JA54XqawryhyNTdjehCo5pwVz1aiiivnj6QKKKKACg0UhoA4jxJJv1OUf3QBXPRSbZnTs6n8xz/jWvrT79SuD/ALZrDzi6T/exX5zi58+JqPzZ9Nho2pJeRaU84p4NRL96pa4Gbjs0UgNL1pAGaSlxmg0CE70ZxRijHpQMN2KXdmm4pcUaBYdupN9JilAo0HYN4/55k00ru/5Yr+NPBPpS8+1FwIDAv91B9FFZNrmzv5bYk7ZDvXPr3H5fyrcOaxdYjdSk8f30II+orooS5m4PqNM10bNSr0qjazrNCkin5XGRVtTWE42dmJol70tNFOqDMKXNJ/nmlFICSPnIPcVjOMMR6HFbUf3hWTcqFuJB/telfU8Oz0nD0Zm9yuRxUTD3qYjA6VGV5HFfTjIsUhH4U8imkGgY3FGKdijGKBEbD6VGVGamI5qKQcUwKN+B9jmI6hTisvw9OY2mt2+7nzE9s9f8a1roZgYdznNYUEv2KJp8ZO9U59z/AIZpoynLlaZ1iMMCpgc1URiCQeo4I9KnU8dak1TuromoPXGaYDUiAkHA49SaYxpp6qIxvYhQPWk3Y4jXe394/dFKsf3pZDvKclmOFX/P500Z1GkrsoTgCYlQQDyM0zH0NPmmMsnIxjimcV9XR5vZrm3PzjFcjrScPhvoLj3pw7AUgAorQwENI3HFP7Uw/WgGNYcVCx/OpmGO9QOTk+1NCZmX8e+2ZscgMam8M+HJ77w3qepwkk2kinywPvLglj9Rwfzp0qb7SReOYj/KvSPhRaKvhCZmTPn3L7ge4AA/xrmxlZ0o80e6O3B0lVvCR5xDKvGATV1GduCdo9BW94m8FnQka+tXmns9x3KqgGEdsnuPfFYNrJEzLiNR7k7v58fpWVXNaFON9X8jWjlFeq7KyXqXLe2klH7tCR3Y8L+Z4q9HYjI3sX9l4H5nk/lTomLsCxJ+tWyOnPHtXgYnPKs3akuVfez38LkNGnrVfM/wIdjQqfKPl+uwYP59f1q74aAj8Q2pPUsRk9T8pqrIcrmksrj7NqttL/ckDH6ZrzY15zmpTdz1JUIQpuFNWPWKKKK9Y8UKKKKACkPSlpkjKiMzHAAyTSk7LUDznVH3Xk7f7bfzrHkbEqn0YGtG7cNPIw7kmsq4PDEV+bSfNUk+7PqqKtBIvoP3hFS54qKNsyAjuM/pUnauaS1KQueaWminVAxaKQdadSASilo6jmgBKMUEU4UAIBS0tFABSUvakxQAhNVL2MSW59RzVs9aYwypFVF2dxoxdNk8qWS2J4zvT6dx/WtlGyK5nUme1vI5kHMT7seo6Eflmt+CVXRWU5VhkH2rqxELpTXUbLoPFOBqJWp4NcbIaH+9LjikoHtUkj4zhvrVC/H+lsexANXhxg5warajGGjWYDBHBr3MhrqGIcX9pESWtzPOfWmN7Upxik719oAz8aTHNOJpO9ADcelJTqb9aYDTkVG/SpcZNRyfdNAFKXkY7Yrnr9SBBD6ylj9AP8TXRuOM47CsG/XOrbe0cQ/M8/4VUdzCsro3UkLSN1yGwf6f59qsK4UHc4X61mbtkzt1GcEetW457WOMSOzR5PG2Lcc/nXdj8K4fvY7Pc8jKcyjKPsKj95beaL8b7v8AVoW/2n4FWoYJLiTYA0z/AN1BwPwqpbXtvK3yxSy47yMEX8hkn8xWn50ksOzhY/8Anmi7V/IdfxzXkTrwie3zt/ChTFHAP3riRx0iibgfV+n4Ln6is27d52XeQFU/KijCrz2H9evvV1xzyOnSqFydoOKyhXlKavsYVYNwfVlXqxz60oBprcOR68ilznFfdRalG6Pzqaak0xwyPWl7/SmjBI/rTuCPSqJE5Peg9KUAdMUGgCNj9RUEpwj/AENTucD0qrMcoQD14poQIu5wp6Ebf0xXq/w8t/s/guwGMFw0h/FjXlK8TL9a9w0W0+w6NZ2veKFVP1xXm5lL3Uj1Mtjq2XHRZEKOoZWGCCMgivGvEmjDRPEcsEKkW0gE0I9Aeo/Ag/pXtFea+P5Fm162hGCYbfJ/4E3/ANavDrJcjPfwraqWRi25JAIyavBjjFU4BgcD8qn3djwa8aS1PcjsK5wpzVU8vv6YqZ8nimsP3fXFVF6Ca1PYaKKK9w+cCiiigBKoaxKIdLncjPy7fz4q/WbrdwLXRrqcor7IydrDIP1rGtFypyinZtMun8aPPJjz1x9ehrPnVsHAz9KuHULCVcuJrVz1XHmJ+B6/pVC4uLE5AvbYH/aYof1Ar4Z5dXpva/ofTwqw66F60JMUJPXbg/hkVYzgVQ0ySOSICOWOQK5GY3DAcZ6irx4FefWg4TcZblKz2FBzS5popaxGKPrUg5FMFOFJgLjil9qKM0gEwKWijFAC0fhSiikIKbS0lAwppFOppGaaGYerQbpQ2Mg8VJYFktgvZTirl5F5kR9RUVuRFA+VyMHI/CvTw0Pbw9mtyZStqWY5M96sKc9KoxsQfljBHrnirsbNj5mA9hXHVpShJxe6K6XJwuOpp2KcsBVBJKVhiPR5Ttz9O5/CmPfW0HEMXnv/AH5gVQfRep/Gt6GWVq2rXKu7/wAtzmlVV7LVjtpEbTBGMa9XxwPxqhPeGSMpHgo3BNR3lzNdMDPOzgZ2r0Vfoo4FVIjmDjsxr6TL8soUZKT1l3f+RKlJu0h1NOKKDn1Ne4aCflSHgdqPagjn3pgJRS446UmOKAGdQajfngVK/A71CBufFAEUqkYHuP5Vh3MJe8ml/vN/LiuhuhtYn0Pp7VlFNy/Wqj8RnNXQTDBP1qRFBtXUjJPzD8P/ANdR3P8Ar2XtnFWE/wBYU7BCK+lxCTw8k+zPz/DyccWmu6/Ml02IiUA8DGK3EXHPNZtkmOa1M4GK+Dk7s/QkRScjmqEw3PjH4VfkGfeqDf6ynAiZXlGCM+mKQcnin3H8OB3NMB5r7rBS5qEH5H59mEFDEzS7sWnDJpmTSjvXUcY73zR/SkwKXtQMikPXJqq+CPbcKsS9Krnouf74poQp4ZT+Ne9Wrb7aFv7yKf0rwWXAjzjtXuOjOJdEsZB0a3jP/jorysy2i/U9bLt5L0L56V5BrdyL7xBf3AYMhlMakei/KP5GvV76f7LY3FwekUTP+QJrxHTSzWKE8vzuz65yf514eJfuH0OCXvmnFwe+PSp8Z2tnGKgQ8DPWpckivMaPXuOYc0wnjpS9frUlvA9xdQwKP9ZIE/M0RjfQiUrK563RRRXtnz4UUUUAIelYXi9yvhq6wcZ2j/x4Vu9q5nxzJs8Pbf78yD+Z/pWdV2gzSir1IrzPNnGQSc4rEvVYMxPQ1sk7h9Ko3aArXkJn0NiTwiwWW8hB4+WQfkQf6V1LfdrjfDrmLXAh6Sxuv44yP5V2DHjFfMZpC1e/c1p7CjpS5pBS9681liinCminCpAdS9KSlpAFL9aQUooELRRmjrSAKSlptAwpKXtSUwIWGQRVKUhYpl9ENX+9Z104Xzh6qRXq5W/30V5ozmNilb7JEqsAzKdpIzgk8VBa6vqQBHmJGw4Plxqp9+etOh5itgf7ozzVeE7pGfA+ZiR+Jr6rFU4KSklqZ2T0ZpRs0j+ZI7vIerOxY/mamLY7VWjII4qQZ55zXO3caWgyRskgUyPjep9M07HzHse1Io+d/wDd9a6KL95EdRPzoP1xS/jQfrXeaDf85penFJ360fWgAxTsfhSY5pTwO9MCCU0sCZOcUxzubAqzGu1M0AUr5uX9yB+lU0XLEVNcndK317fSkhH7t39KuCvJGdR2g2VG5u2Y9ASakt+Wf6f1qANlWf8AvGrFqOG9yBX0OMly4WT8j4LAx58ZFeZrW42rVsYA+tVYRhR6VNnK4/nXwp+gMR3AyP5VU/iyPWrLjPXio2QZrSJlIq3PBUY96iHXvUlz/rQD6daiBFfc4KPLh4LyPz/Hy5sRN+Y7pjGaXNJmlzXScYoOe1B+lNyR6U49M0AQTcDFQsP9WM5+bPH0NSSk5qNyN0fHr/KmgEn+WDn0r2vwyc+GdNP/AE7p/KvFLjiDrXtHhX/kVtM/69k/lXl5h8MT1sv+JkPjS5+yeDdVlzg+QVBzj73H9a8r0+PZap1+b5j+Nek+PWX/AIR7ymAImnRSCM5Ayf6VwEKjaBjivnsVLofS4KO8iZB61KBTAQB0p4ODXCeixfatnw1b+frcJI4jzIfwHH6msbOea6vwZBm4uJyPuoFB9yf/AK1bUI3qI5sRLlps7OiiivUPHCiiigBK5Tx8G/sGMjoJ1z+Rrq+1cv48IHhznvMn9azq/AzWg7VY+p5sDuxzioJlBB4zUsf3smnOuR0rxmfQoz9ITHiCD6P/AOgmuqJywrmrAbdftvU78/8AfJro1OZK+fzXWqvT9WaQ2JqAeKO9FeQUOFOxTR1p1SMdmgfWkpRSAUUueKSlFAgpfypDS0gCkpc+lIaBiUh70pprfWmBGx5JrndeuGg025uF6xFX/AMM/pW/Iflaue1aB7vSL2NBlivA/GvVyz+NH1RnVXuske5SOwSYHKeUu0jvuwB/OnRcYXtXP2d39o8LW4J2vGfKYHsUz/gK6G2O4oSMFgDj0r6rFfEjKErluMYAHbOamZhngn3qAYORnpTsk965ymB65pFxlyTkY/woPy0irwW9cDFdFBXkiOoo68UH8qFBpCea7zQM+9A470lKPrTAUYprttH+NPqGU9qAGRLvkzVt8LGT7VHbpgUl2+2MgUAZr/M5qWYeVp7d2IwKURZlVSPel1DK24xwBya2w8earFeaObGS5MPOXkzIZtu1R/CAKu2PI+rf0FZpPU1oae3KY/vEfoK9vNP91l/XU+LyjXGR+f5G0g+THNSFccmmLgCpCeMHpXxSPupMjIzwaY+ARk1N16Com5b6VpDcym9LmdcHM549qjzSSt++c+9IOec8197Sjy04x7JH5zXnzVJS7tkgPGacGHao+/FOHPTGa0MkO/ClJAB4po6CkY8GkMgc/NSOP3kfHUGhvvdKXGZgewU0xrcZcgi3/GvavDAx4Y0wf9O6fyrxW5GYF5717b4eXZ4e09fS3T+VeVmD92J62X7s574hyMLPTUU8NcMT+CNXGRnaOcV2nxCwbfTx385v/Qa4xOR7ivncT8R9Rgl7hMORThyKjXjrUgNcZ2DwMiu98JWxh0gSEczOWz7DgVwkCGWRI0GWdsAe5r1S0hW2tYoV6RoF/IV2YSOrkcGNnook9FFFdx5wUUUUANrmfHSb/DT/AOzKhrpqw/F0Yk8MXmf4VDD6gioqawZpSdpr1PKoxwM9ac3TnpTV6AiklYKvXrXis+gRVsR/xP7ds/3h/wCOmujiOZK5u0IXXLXpyxH/AI6a6OE/vK+fzT+KvT9TeGxOTRn0NJ1NOz7V5IxwJpw4pgOaeKhjFpRSD3paAFozzR+VFIQZ56Glz7Gilz2oAOaSiikAlNan8fhUbmmhkE3+raqVkFcTK65UqePxFXZuY2FUbDkXH0H869XLP4qIqbHP3+lNZX6eSGMNxN5rgdFwACT9a1oRxmnal/rYl7hCcE+//wBaiIZWvpJycnqZxilqiwuc08DNQgn14p7DHINQDEJ7E96Un92vbJzUbsA3NSMeQPQCuzDLW5K+IUZxTaXPHWmE812ljvxoA9uabn3p68d6ABuBmq+N7VPKTj3ojXFMVyVBtFVZsySqoqyWwDUKLlyxoAQKPtTcdhis/WZdnkrnhmYH/vk1qONkitkfMCKxNYBm2AH7u4/+O1pRdqkX5o58ar4ea8mZu8FevWr9icDj+8D+lc9a3JZxGTW/p53E/Uf1r38ws8NL0PisuvHFw9To0BZART+3Si3w0Yz6VI+K+IR9y2RHgGoHIEbkcYFTseKpXTgQsMdeK6sJT9pXjHzOPGVPZ0Jy7Izsnqc0vbkfrSZpRx14r7o/PWhwOD1NKOR3pO/WlFAWHD/OaR8baAec1HJ35FAyPOW65qTHzk+gqIff4FTY+Rz34H86T2GtyGblFHvXuWirt0WyHpAn8q8Mk5dBk9a9409Qum2oXgCJAPyFeVmG0T18v6nH+P5N1xpsIPTzHP6CuVVMAHFbvjGbz/EgiB4ghVce5yT/ADFZB4UCvm8Q7zPqsJG1NEdOXp1JoxQOO1c50nQeE7L7VqwlYZSAb/x6D/PtXoA4FYXhiw+x6SrsuJJz5jew7D8v51vV6lGHLBHi4ifPUbCiiitTEKKKKAErM8QQG40G9jHUwsfy5/pWnUdwnmW8if3lI/Sk1dDi7NM8UiAKU2c4HqadGNpOR044ptyp214ctGfRw1RmwMV1yyz/AM9P6Gunh/1lcnnbqtm2eROv88f1rqoj+8b2FeFmq99PyNo7Msqe9Lnim/dFGa8YpD1NPFRqeafmkxjqWkzSipAUUo603gUv40CHZopAaO1ITYvej60maM0BcM5FRN1qVunb8qizyaaGiKX7j1V0xeLjPbH86tOMq31qCxUhLjA53Dr+Nerlf8Zf10FNaGdqoB1JDkgeQBj/AIEaI8hRT9Qy13GD/wA8+n4mkQHIFfRS+IztYmUZHXNK54Ipq8GkY8E+1JCYz7zAetSnBc4+gqKM5ck/wj9aePzxXoYZWjcldx/QUzvTs+9N/CugoUHnrUi+uBTFFPLYGAKAInO5sVKrACoxyc+tP6djTAGbPJpvmYOABSO2DSIMnODQILgkwLzyGFZUmJGYnuHP9P6VpXTARfTmsyT5VIHaP+dOHxIyxD9x+hxsTbLgn0Y11GkN5hZs9x/WudeLYA2eSa39AX90fdv6V7+OdsJL0PjsAubFxa7nXQACJeeKc1LAcRKaJTkcV8Yj7Fld+Kzbx8sqjtWhIxzWTO+6Zj+Fe3ktLmrOo+i/M8HPa3LRVNfaf5EYzgUozxSDBpwr6g+SFHFPpvvmndv/AK9AmGcVE5JPWnkjJycGoyR60Ahi48z6VZC7o5VGcgZqBOpNSxSBbkL/AHuDSlsVDcrId94i9ADXvlsoW0iUdAigflXgVgpk1FV9XA5+te+Syra2Dyt92KIsfwFeRmO8T2cvWjPMNRnF54i1GYHI80gfQfL/AEqFhVW1LbvNY8tyfxq05618xUd5Nn11OPLFIZgEEGtDRbH+0dVigI+TO5/90df8PxqgADziu48IaeIbSS7YfNKdq/7o/wDr/wAqqhDmmZYipyQdjplXaMAYFOoor1DxwooooAKKKKACkalooA8Xux5Oo3MI42zMP/HjUVwhMfHatHXofI8UXqnvLvA9jzVOVf3ZOK8OsrTaPoqDvBM5S6kKXUT91mQ/kwrtLcfvZT2ziuG1Y7DIe6/N+VdvaNvg8z++d1eLmquov1/Q3h1RZ3YPSgkE5xTAeKcMCvEaNLDxT6YBTulSIcKXikBpRSYmL9aXikGaMZpCHGim4b1FOA9/0pAIaUUuKBxSHcY3Apg6096aoyaY0Nxyw/z0qpBIIndSfvv/ACH/ANerjcO30FZskfmxAK219zMD6c16+URvVb8hTehFfANqS7eQIl/Uk0oUf41GAzXsnmYDqApweOBU3AHTIr33uzMSopCRnkYqVjjJqpM4CsTnA5pxV3YmTsMa6EUoj9eTVtWDKCKxIibu5LdieK2oo9iBTXrRjyxSJgx/alA6dKAKXHPSmWAGBQ3NL+FBP5UxCAYFOzx6Ug6UNmgBh5bFSKMLzTVGaVzheuKBlO6bKgA9agSMPNJu+6OD+ApS5mucfw9B+dAOFA7yyHP0HNEdHcwr6qxyDp++aEk5RiMGug0JCsZz/eOP0rKmWO7u55oSrx+YRleQp7j2roNGt/LjQc8kn6f5xXtZjJPBt37HyuWq2NUe1/1N2DiIA0125OelOYbFGOMVAzE59K+SR9YyK4k2xM1ZK+tX7zDRhdwGT3qsIXA4GfpzX1+UUuShzdz4nOa3PiOX+XQYo/SnY5oCEetIBzyc16h5AdT0p+cD0po+oo7Z70AITTWp5PrTCPagYAgKKIkzcI5+tRSFgMYqVlaOBm4HGcnilLYuC1I9NYJeCQ9BID+teweK79YPDUm1vmugsSY77uv6Zrxq2IGMfNXYavqw1QWEaZEdrAFYeshAz+QAH514ubPkgpHu5THnqOJVRf3ePanEk8GkjLZGenc5pWXBBr5i59Y1YfEjSOqKMsxwB7mvVLO3W1tIoF6RoF/KuE8L2oudZjZhlYQZPx6D9TXodd2FjaPMeXjZ3ko9haKKK6ziCiiigAooooAKKKKAPK/GaND4qlcj5XRGH5Y/pVHGVBBODxW34/hC6xaSjq8OPyP/ANesiHDxgd+teNi1abPewjvSRxHiRfIeRscEGuws0MNhbROfmSJQ31xzXO+Jog7QlhgGeNT6csK6VG3sSK8PMneEF6nZFasmUe1SDimKKf8AjXhsscOOvWndqaBzTjUksUUtA9KPekId3pfYUmeKOKQDu3NL1pM0vtmpAOaCcUUhxQAxqVeBSGlHAplEU52kn/ZOaz2VhNEOhKA59eatXLdfpiqeqapY2l9a2twZop5EPkt5e6NyP4SRyD+GK9/JYXnLzRjXmoJXIrZ/Onmc8lmLD86slQARVS3QxKr88datynCnnryDXrDZXkOBxisy/kKQFe7HFaTkhRzzVGe3aa6BIO0V1YWF53fQyld6IZp8BXDkVqDpUcUexAo7VMK7y0rIXHFAFO7Ug9B0pgBY03PNOOOe1MP1oAXdR+FGec0hYUAOBxVa6l2oQOp4qVn4qqVMkmT0FADYo9jIcdjUNzMlsDO5ASFCefbn+eBVxhwT37Vy3iu9EUUFoG5lO5/90dPzP8qqCu7HNiZ8kHI55ybOS51GGVopzGMMjYO98AfXADnn2r0Xw8LhtMjkuZA82xcttC579hiuCis31BEhhVWO+Bmwf4RuUnH/AAIfnXptsghiEYAwBipx1S0FC55+XUrzdRkzfXrVZ2xmp2cKOarTna27+EcmvNiepLQZc2N26JMtpO8JGQ6RFh+YqmNqtgkBu4PBFebXV7dnWbi7tLq4gZ5C26KZkPt0IrbtfG3iW2ARtUkuUA+7dos3/oQJ/WvrcPiZU6cYNbI+MxGEjVqympbs7RWYD7xpd2R8wBPuK5uDx7cMv+l6LpUvPLRq8J/NGx+lXo/G2juwWbw/dKSOWt77j/x9a6FjY9UzleBn0aNT5DxsWkKIf4R/31VMeK/DjH5rDWY/XEsLf4VHJ4t8PqT5em6vLjqZJoox+gNV9cp+ZP1Gr5F4heyD86Q4A4VQc+lZjeM7DB8jQE9jPeux/wDHQBVSfxtdRh/s+k6TGQiHcYnlxuz/AHmx0FS8dBbJlxwE+rX4m7FZ3N7N5VuvmOeMIOn1Pan6rp0mnWga/kt7VeBvuLhVH5dTXnmp+IdV1qWKO+vXaBZUIhjAiiB3Doq4GfrUOiaHLr2qhpAwgU7ndj82MngVy1cfNa7I7MPl0JO27O90u6sbsn7Gk16qnBnKGOEH/ZB+Z/0FbEMGzC8kL+tOtraGzt0ggQKqjCqOABV6FQEOR7187i8XOvL3nofUYTBww8fdWpUYkPjYQPWpIwTlSPpUzRqw+vrTkQdhXKtTqnsdp4Rsfs+ntct9+Y8eyj/6+a6SqGjgLpFqB/zzFX69enFRikeBVk5TbYtFFFWQFFFFABRRRQAUUUUAecePAza5bAg7PI4P/AjmsmBCiDnnHetfxlcC415IRjEEYBPueaxlJOAa8jFa1Ge7hLqkjA8XRMdOkkjB3IysQPZhWppO6WyjkPJIyeKsX0CT27I6ghgQwPcGs/QPJt0ksxcSM8LYKnJIHavFzCm5Uk0tjuja9zaCN6fpTgD3qRWXp5vPvUoU9gp/SvnnzLRlXK+KWpiBnlD+FIVT1x9RU8xOowDijNP8ruCDR5bDtSuhDRSjGaUr7UbTQAd6d1puKWkAtJzR+NBpAhnekY4FOPBziq829jgjC+p4qoq7LRBJ88yjPQ5PviqOuaeLi8066ZhmEsoB75HWrU91bWVvLdXcyxQJ9526ewHck+gqjbai2sQx3hhMMBz5KN97Z/eb3OM47DFfRZfQqwXtFtt95zVXCc+R+v3FxYwUxntSHgYzTkbFMkKldymvSKY2KKS4uEgjUs7nAA71YmtZbdyJYpIST0dSP51zviG4WHTQzEgO4HT0BNc5a+J9es4rZbTVrmNWid9jSl1OD0w2R+letg6HNT5jzq+O9jU5bXPQwrdcKw+lLtAHKMPoc1x0Hj/UtxF5a6fdqB95oDCx/FCP5VK3xH0tWAl0i8Rz/wA+9yrj8nUfzrodGaRUMypS0eh1ZCHozL9RSGJeQsi/nWDD478PS43zX9vn/ntZhgPxRj/KtGHxBoNzjZrmn59Ji8J/8fUD9ankkuhusXQl9ouiBu2D9DSGNu6tU0KpcjNtJb3A/wCne4ST9Ac06SKSE/vIp4/95CP51LTRtGpCXwsqkY6g0h9f0qwJR2k/WmNIO8uKB6FcozDhTTCoTlmA/GrSxmUZAkdR3CnH51g6n4l0nTQ6pKLq5XP7i2YNj/ef7q/huPtTUW3ZEVK1OmryZY1C+jsrWS5mysMYznu2egA9687kun1K+mvrhOJAGWMN044UegGD+XvU3iHVru/uCtztjiTmOGNsqD6k9z7n6cVZ8F6W2qXaXEozb2pYEZ+++4n9Bj9K1aVKPMzyqld4mooR2Oo8M6B9lnkvXGGlChF64UDj69a63ygoPHT1psS4AxU5+7k9a8ipUdSXMz1KdNUoKMSlKhPAqtKp8iUkcbG/lV2Q4QnvUAG7KkZB4P406e5NXVHjZAyQOAck4pyjLAjrnk9RVq+hEN9cR7du2RgBg/0qIIrYGTnHY/zr6SL0ufLyVtAAYL15+vApclSAWJJwAM4//XU4VtqgkA+o7f8A16Chyc7cHgAdhSuIZx5OAzEdOB0J6YpCp+UMTz0Gf51I+xQuMgnJPsP/ANVIxHHHJOMnvQA0OEQ7UBHbd0J/z2qNr2XymwuBI2C3sBtH9aimb5m5O1Rk+465qKSJovJTGHEYJGe+M/hSY0VJJH+2QxjktKg/8eHFer6Bpg0rTUU4M8g3u3ofT6AcV5x4bsG1LxNDxmK3Pmse2R0H5/yr0vVbv+zNJmmc5ZU4ry8bUfMoI9rLaPuubNmCMPzuPrVzGBjFZ2lzh4EyeoBq/I2Tx0rzmj1Bj/KB7UkcmTimSnvmlUhVUZ+Zv5U4kT2PTNDffo1qx/551o1S0mPytKtU9Il/lV2vXjsj5+XxMWiiiqJOf/4Tvwf/ANDXof8A4MYf/iqP+E78H/8AQ16H/wCDGH/4qviCigD7f/4Tvwf/ANDXof8A4MYf/iqP+E78H/8AQ16H/wCDGH/4qviCigD7e/4Tvwh/0Neh/wDgxh/+Kpr+PPCCIzf8JTohwCcDUIiT/wCPV8R0UAfSE/ivQ7u+nuZNb00NK5b/AI+k49O9RSeKNAUgLrOnHPcXSf4186UVySwkZO7Z3xx8oqyifRJ8TaGVI/trTunH+lJ/jXmXijV4W8RrcWWogKYgHe3uMDIJ7rXB0VVHDRpy5r3Ir4yVWPLax3sPi3UrYBYtenHQL/pO4D67s1vw/ETULW33nUdOunaRURZgg427nZipB9B9fpXkdFbVKVKorTgn8jljUqR2kz2+D4r2anF5ZoeOXtbtT/464/rWzbfErwpcgBtUNs5/guICAP8AgSbhXzvRXn1cnwdT7FvQ6I42tHqfTyeJ/D8kYdde0gg/9Psan8mIP6Un/CV+Hgcf29pg+l4h/XNfMVFcM+HMNL4ZNG6zKouiPp7/AISvw8euv6Z+N3H/AI0v/CVeHc867pR/7fI/8a+YKKy/1Zo9Jv7kV/ac/wCVH0//AMJV4c/6Dml/+Bkf+NacUkNxCs0Lq8UihkdDlWB5BBHUV8m1714a8eaPa+H9KtLmw1BXhs4o2eJ42UlUAzgkY6Vy4nhqcYp4eXM/M0pZjFv31Y7rC+9GB6En3rnf+FgeGySAmrEjt9nj/nvqpN8RrNc/YtFeQdN93c4H/fKD+tctPh3GydpJL5m0sxoLrc6tjjuFrnvEXiSy0JGjciW/Kkx25PP1b+6O/PJ7Vyup/EDXLqJ44TBYxmNSfskYRuSf4zlu3YiuMt4bjVNaht4iTLIWDOeSMjkk16+F4chSfPXle3RHNPMnP3aS3Ny2TVPF+pp9plZreIgsEG1Ix6KP7x9eTXpMVuI0VEX5VAAHYVX0vTrfSrGO2t1woHJPUnuT71qxDC845rqr1FJ2irRWx14ej7ON27ye5VKMM5A9sVCAwbJycjFaB2nNRFRzWKRu9jhvFdxuvPsG4gJHvBXrkgj+orlFeK5a03EgRxn5WPHBOea2fG0r2ficMwzHJErZHWsDMODNvzDuJyO+exHb3r6CgkqUUux81iHerJvuO1HUFSEoo5bue571QtwjEO7kseuen0pNTk8yfdnGTkqD3pttllBxwTj6Gui5zWNBHBUDhjjj600MXKKY8jGcDj8KlhtlY55Iz261MYNswxxjr/jVXEQeTgnKYweCACRV621PVrKPFnqN5BtxgJO4/TOKXy8IcE7s8D1NKoyhByMkf1yKLJhzNGgvjTxJECDqbyDHWWKNz0/2lNMbxl4jY7f7SZPeOKNPxyFrOeLjceCecCo2iUsdqbuOB/n60uWPYv2s+46/1TUdQQ/btQurhQeVlmZl/I8etUCfLjcAAFVxg1M6MrhCMA9SR3FQvGSzrt3DHr68U7aaE8ze5Hq1x51wwUKMOVAQk9D/ADr1Xw5YRaXo0NugwwG6RvVzyTXndnZLqXiuGLO+NWaWQhs8Bv8AHAr0e6mFjZO5BJAJIFeXjp3agj2sspKzqM3LZlk6dqnkwFOKxNJW9szJa6lCYb1GxJGSDjPI5HsRWq7ErXntWdmelvqivO3y9eRyaZGR5oH40TtyB1Peo4kIYueBjFVAzmjzbVIx/bN4TjBkPJ4xUHlgSbWUAdTmtHVCDqlwAvHmEketRKYwc/LnqMHP419DF6I+Xl8TI1hy/wAq5ZsDJHb1FKqhZDlcAEgZ/n+ZNPDLvHB6YOOwpm4ZJI+XknB7Z4pkkT99wHXjuCP85qtNwAxOePvCpxkEnk+3HNVZCdzE8KQRx60AN+ac+X821mCk46ZPJ/IGmalIAWkG7ABKggDGadFJskDq/lmNS24DJyeBx9M1HJaz6pdR2sKhpZmA47d2P05qG0tWXCLbSR1fgGzjt7ISniWbEhPt2re1C608axpcWrbTYNcZuA2cbFBJzjml03Tf7Js0iYgiMAK3T5cVi2PiCFfGMGpG0F5b27mERMCd6kFXIHrgnH0ryF79bmZ9G4uFDkjvY6LRbq3u4vtFosn2V2LReauGC54yPpW20gwMVkWEEdnaCOBQsK5Ea+ijoPyxR9pkaXaDgAVzT+J2OqC91XNEnePQZpCQGLe1VXu8KFC8gdq3vCGmNql6ZrhM21uQzZ6O/Yfh1P4VVODlKxjWnGEXJno1mCLKAEYIjXr9BVikHSlr1UfPhRRRTA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK7mw2DTbdsfN5S9B/sj9a4au5sBIdMt+vEK4I7ZA/pWlPczqbE2Mt8qNk9yfumnhykZBbbxzgdB6YpGHAx90dOck1BKSuQoBY98VqZjrm6hWGUnJYhVGT/dX/wCuK6nwNo5trM6nOP31yMxr/dTt+J6/lXESxSTxxwpjdPKVCgerY/pXq1t/oOmhT9yNML9AP/rVwY2o1HlXU9TLqSlNyfQ2IR5g69avKuFxXPaBqK3lnHLn7/6c10DNwMDivJcbM9m99iN+FJ9Kr7mZgB0qaU5THpVdnCRMw+8eBUxQS2OB+IqoLiykJ2koy59RmuClPzb43ZD0yAea9A+IJVnsExnhj0rhnbaSQpz6HgV9Bhv4MT5vF6VpFa4kJt4nLZJXBI9elS2e/auOpqvKcw424ZW4A54q5bqyquAMd63W5zs2LYgFSMj149quqAWBPPByAKoQMSxbOMHt2q/DlmPljk54AxTJJSynaq9ehwP50ihM8nPORk9aYuSSrZHOPr7VIuSMkEqAcdB19aAEMPGCvB7596a67CRjouR2BNPXJILcjoPT/P8AjTdyNIw5yeg7f/WoApXgLDj0J5FUGLFQWAGZEU4PXkZrUnIZeMZLd+1ZNw2GiGcAMSeOgAPNDeg0rs3fBsqtq107AOwVMZOeCTzn616Np1our+I9OteGjMvmyIf4lT5iPxIA/GuG8F6UgguL5GI+YImRjgdcj6n9KZqmoy3fiCKCxkcPbHdviODv7YPtXk1FzVuY+hw6ccNy9Wdhb+INR8Ra3d3WoWUNo8LmDykB3KVJ4YnqR0JrSkuAiH5s4qOESTSy3l0IxdTqjTlBgPIFClsdiduT71lX0zPMsUXzFzjj07muao+abaOqkuSmk0XluBK7N0A5qnqWrLYWhYkbz9we9JLIlpD8xAwMt7CuLvr+W/uWlJwi/cHpXRhqPtJXeyOPG4lUo2W7CWdpGdn5duT2py7VUAKCxH+fyquQBL14GMg1ZVgACT7jPT8q9c+fFjRAzMcKvt2GKa5Crs65z7Y9aAoBLEgZ9D0FRszFmLhdgAOD/npQIbINu9sbfQ1VmxgAHbx0H8qllZvm3YH0qtNI5jAC4B7Y60DG7/LxIIg6btg3kYwOuQeuSTT4NTuNJvY9QtkjZlBDIwwpB7e1ROxMogCgrGoiyo9OvP1JpJ0zAoI5Oeg4qJRUlZlwm4tNdDq7LxLN4lme2mSO2Aj3eWjEl/qT2HpWzo+nW9tPI6geaxA3H+npXmscFz/aUMdmXFzIypHt67jwK+kj8N7JYYjb3lxBcKihzkOrMAMnB5GT6GuCrh2n7h7GHx6cbVN+5xd1MkKHbwFH3fU+gqvBH5CPJKcyP8zY6D6Vr3ng/WbPUGDWpu4Qf3UkHIOe7A/dP+c12WieDrOC0V9UgjnuWIYgnKp6AetcsaEm7HVUxlOMea9zk9C8L3mtRm5ysFuWxvYHJHfaO9enadp9vptlHa26bY0HHqT6n3qwiJGgVAFUDAA4AFPGK7qdKMNjya1eVV67DqKKK0MQooooA//Z", "path": "001966.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001967
Men Tshirts
{ "bytes": 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", "path": "001967.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001968
Men Tshirts
{ "bytes": 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", "path": "001968.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001969
Men Tshirts
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pG6UtI3SgCButKtI3WlWgCUdacKaOtOFAC0UUUAIelUrirrdKo3BoApt1q5a1RJ5q9adKALZp46Uw08dKACiiigBDSHpSmkPSgBhpppxppoAQ9KavWlY8U1TzQBI/3as2n/Hov1qq33DVqz/49F+tIC0OlFA6UUAFFFFABRRRQAUUUUAFFFFABWT4m/5FfVf+vST/ANBNa1ZPib/kV9V/69JP/QTQB8LUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9Z+EPHvhqz8E6Daz3kizQ6dbxyAQucMI1B7eooooA2T8RPCrf8v8o/7YP/hSf8J/4V/5/wCX/vw/+FFFAC/8J/4U/wCf6X/vw/8AhSf8J/4V/wCf+X/vw/8AhRRQAf8ACf8Ahb/n/l/78P8A4Uv/AAsHwr/z/S/9+H/woooAX/hYXhX/AJ/pf+/D/wCFH/CwvC3/AD/y/wDfh/8ACiigA/4WF4W/5/5f+/D/AOFNb4heFsf8hCX/AL8P/hRRQAz/AIWD4UPXUJf/AAHf/CnD4geFB/y/y/8Afh/8KKKAHD4heFf+f6X/AL8P/hSj4h+Fv+f+X/vw/wDhRRQAv/Cw/C3/AD/S/wDfh/8ACj/hYfhb/n+l/wC/D/4UUUAB+IXhUj/j+l/78P8A4VG3j3wk3W9lP/bB/wDCiigBv/CceD/+fuT/AL8P/hUi+P8Awkn3bpx/2wf/AAoooAf/AMLE8Kf8/kn/AH4f/Cnf8LE8K/8AP4//AH4f/CiigA/4WJ4V/wCfx/8Avw/+FH/CxPCv/P4//fh/8KKKAD/hYnhX/n8f/vw/+FJ/wsPwr/z+P/34f/CiigBP+FheFP8An7f/AL8P/hSf8LB8J/8AP2//AH4f/CiigBD8QfCf/P2//fh/8KP+FgeEh/y9v/34f/CiigBf+Fg+EyP+Pt/+/D/4U5fiL4VRdq3jgenkP/hRRQA7/hZPhf8A5/pP+/D/AOFL/wALI8Mf8/0n/fh/8KKKAD/hZHhj/n+k/wC/D/4Uf8LI8Mf8/wBJ/wB+H/woooAP+FkeGP8An+k/78P/AIUf8LI8Mf8AP9J/34f/AAoooAP+FkeGP+f6T/vw/wDhR/wsjwx/z/Sf9+H/AMKKKAD/AIWR4Y/5/pP+/D/4Uf8ACyPDH/P9J/34f/CiigA/4WR4Y/5/pP8Avw/+FZ2v/EHw1P4c1OJL19zW0ij9w/UqQO1FFAH/2Q==", "path": "001969.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001970
Men Tshirts
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", "path": "001970.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001971
Men Tshirts
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", "path": "001971.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001972
Men Tshirts
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", "path": "001972.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001973
Men Tshirts
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", "path": "001973.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001974
Men Tshirts
{ "bytes": 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", "path": "001974.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001975
Men Tshirts
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", "path": "001975.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001976
Men Tshirts
{ "bytes": 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", "path": "001976.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001977
Men Tshirts
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", "path": "001977.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001978
Men Tshirts
{ "bytes": 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", "path": "001978.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001979
Men Tshirts
{ "bytes": 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xEgA3MN2E754z69vwNGG3SQSSRiJUG3JySckZHr1P0xSGNjSWYK5YfuwQBnGGOOB69SKllWM3zM27O7jB9sEH1Gf5U5ZR5XmK37ssild3fODz6fzP0xVeZjJcvLnquwBT90jOf0OPrQArBo9mF/djO7DY3cckfj0/xomljMsMQX/VAyL5wO7kYJPsT2+lAKuFQPtYr95l68Y6+n+NMSRAkDSPjcQvI5GOOfbjn3oAkEamX97kmQYjjztXJzkkgewx+FQy48mKKPJUgFiwyVPTn15Pfp+tSyXCySlsKM4dcdSe2ePY5oKzPMjsEiABG3OMHHDEHvz+frTuA+RGgQRsQgAzuHOULcH9OntVVfLgaPKPtGT0ycknuO+ePwp8c0SyHMjyM24ZGcjjnH1PTvxTd5aCNELI5GxiflJOOh/I0gBtzg+YFVshwP4VB649OnemMEjWR2PzsMYyQffj2HPH+NS2pZdy8iNW5yBlj0xg9up/xzUKnzpcruYZ2qijoR39hjjHtQBJD5RCsg3vERsU4GffA/l/jUabgqgOGZgdxdOAvTJPTngY9u9MSIRyXEThWdEwzA8dR/8Aq4pftMj/ALl1+XeV3ZJHAB7dcen0oAeskYilUMXlZtwYqQOB8pPp/wDWxSGXyVkVNjMwGGY9RgZI46+3Xr9ahYSMphDxNGnG7tnsD9fT0+lMizKMbPLZCA25hg+mf1/DrQBLDMQkZkPyE7wSCS69j7dT70bQvmCQgFkLNkZwe4A/XPv7U2HcYxE/ytv554U9j6jA4/8A1UbJJyrPIuBHgYOCOBj2xQBHOvm3iENvlBAUscjI9vr+Han7VM0U7DK5YvyCORjB46DmneRHh1UK2H4wOR0P6evtTCgRCZGALOQOmTnoD+PH4CgCUSJGxZDw/LZXjrke/FQB13bd22IHqG+9yfX3GP8A9VFw0m9GQEKYyeeAAT1x7/4VESqBoyAFf7+e20e386ALFxcb2LRgrk5Eaj7oII59+oz04pm8yEW6yAAcA9Cemcj17Y/xpyylZXkTY3mKuDnAHHI5/H+fFNikWMByc9cBcYx2Oe3fr60AARUKFQscj/KS3GB0z7f59KmtwySnaflTBbn5ipzyfw/zzUSXscM4jEXDcqWbOTjP5cZz6VG3nSO8YY7ixPOMgHsfQ4oAfP5XnBTJ6JvPQDkk46d/0qJJFZSqRlg3fJIKn3/DH+cVFIiygKRgrkYPPQ/rjipS48hiSUVgG2oD8uD2H4UATbjbeQAQwbnOcleRjr7/AK0wSfumkcNuTDKc8gj+X9aiuDzGQRsYHaAOVHbPv/jQphLuDyF4yOcMeRn34/SgBlwgeFmKhSeUBzjI+8R+gqeM+RE7gBXKHa2MY+g/Ec01nVtgxkKSMDGPXHp+P+FSZjkQb2QOSVcDkjj9B0/MdaAGSTefbtCCQ6ndw3zSHoQfb+WB9aZdDMQupGyTISozk8cHj6etPePy7pJY0CDA+9nnOOCc/wAu4/OMIqyNsRn2OzYYYz1zkDp/k0ASTvIXidTtaTocdQcZ/wAKjt8qcKdoL7gxH9fwzVgxooRF3NjLCPIx9PyHSoTI0M7Moyu/KqDnqfy9PagCKQBRLuX5F+UAj3wc471akVcZiyw8rDMg6n1x2PX86rmaViA7HCJvZhwSQckA+vtUuCq4YpiQMEX1PHP4+3YUAKo3qSzEBMeWgyS3sR0zwfrj2oXOFkaQBSAMj7rAHJPv06cdKjO+RlmZAQmCvHzMfp7EGnR3CvMSTli/8QIBOc5HoCO3qBQA6X7wKGQuW+bnO5SeefWkZ94hVix2uVEp7/8A6vQ//Wot5HMzuVwoO5Rjn9fQdqnQKI2QkE5DICPuZOfy69aAGRSERs0meBgKvOc85yeM9vw4pqyqG3uwjdsqw6knHQ/nTl3JOXlkCqRgAr97Pb3HbJ/xqpKo2kTHaQ6ZyM4AGBQM9EMMVtZSEvubadpKjLcc8enNROLfZsKbiJATgk7hjv69M59KejnBVH6E5Q844zg55/xp0oMcrZRcBlHHUc84/kKokqyFfMJjKhkK4VlJJXnH4++aBCI2MamMrgnZt4B749VHPueaJPnKjyvmR+Auckjt9evt2psRCOsrkEMxIUfKcAcHnp/njigCWQlIQ2xfkctvX73TGR/h71SZnuGEBjb5CMMD1A7Z9ev41ZuJFEWyIMz/AHTu/i7cDp/jVYTXDTvHE4UBeCONvtjkjvQBY3vIZA67syhv7oHsPb3pfklWNSEAY4X5NuRzgH8R+ZPfmkht4ntI5JRlgVCnGFAyM59s9qqy3KIqRRgiQSbhkHc2QePx9OPTrQ0A6RCfLVnI2nBU8jJHP6VHDODJJO6NJICQQDkgdj7/AFpQGHmKqo6A7Q/JUjsAD+PHbHtTlke2DGIsHOQX7nnjd6Z/PFAD53WNfJUBS6fMSc8kY+h5z+dRqxdF4DKcqFUHJJ7ZNMjZlaNCVyV3Rjj3PfqD0zTJTsc3BkG4glsDgZ447DtQBJKjhZJIyxCYJ+YfMT2P4cZ/SonYuI50PmQoAmR0b6enf8qWINJGseOZeq+mMZJzyc//AKqdPIVdtkhQbcIE9eT1Hvz/AProAjjEJDyAgpG3mbhx8uegJ59aScNJMzICNjAbhyoGc/mOP880gWXypIpGI2jdjgAcdM4749qkmVysPlFwi7cqD77s/oTjnoKGA2VmZnLMQzNkqTxkZOee2M1CyFYAFk3FcknGeT746DrSqhmnZSG87PMj/eI9Pfjv7U2GMhyHJKOQVYD7vXJPpQA/nzWl2RojEHKnocn9RgU0j7LcMqYLDafRAc9fyouMRIlvHGvz46ngr0/LpTWANwZtksiO+AXOF59vrz6ZpAP3Eq88ZWRY1LbN33Rk/wAunqRUcb73RnUEuCAu7IA7jPp/LHen7EYOUQbZGwQR945H5evvVY7kVZWHzMR8oQc89cD9APWgYRyHOxDnYMgYzhe+B1/M4qa4wY4YUzlju4HJ/wA8dakuLVvLLDIZYwSegC9Ofb8+abhI5WVckRkAn/ZB/l9P6UAMBCgEHKgZTPXce/4Y4/8Ar0XDhJNzDBaYLkNx7Y4pPMkMsc+VSEPhmPyjjoB7A9/8Kz5tXsYLR1uLuMqM/Ijbix5A6c+lILmhGVeKRtzlwPlTqexBP0HBpt0UaJVBYtsALY+8oH6//Wrk73xc+0CzgCLk5aQ5LA8EYFOtfFsRRUu43A6ZU7gPp3A4oA6Qk/usKokHGc4I5z/gPwodDFF5R++2MnOCOeOnpk8n2qta6xZXUAiiulG3O4D7x9Tz+f4VYFzGyysilstu81z9xscfyz+IoAnQGRWaQ8IuGGMZ4HTHt+tVnaQNIUQKpIwOuBjHPv8A/XqZ5PMxEjKvmJgDjJA6gn8+9Md4zDu8s5A+Q5zzxjP5H88UAEcTQ3bBWwOA5J6EdCDnn2pI40HJD4OemPlPGBn8evr7Ulo5ubjhcHJZpABjjjIz26/nTXw8bgh1RHDbgODxx74HtQAhUzxITtKbiGbP3j1z9Pw4p6JHuDNGFjZdw5ySOw/x47UeQY4kVVTDY4zk5Ixnjv69/pmmBlhjY5GFOBxkkZ4+nPb0zTEMR5AThNrPgjtjv19+9TK7G/ZAEICiNQTx7/U/jWJe61BYjymnMsin5hGcjrnHsCawLrxHfXLsIn+zox3ER8En3NK47HYtPIk5iMnKEgOo6gfKc+9TAxyKz7GLwybthx82c4Pp9fp6VxMPiK8jQpKVmUsDlh8wx7itW18T2ipKZElDyNkjAZcY6fSgDbkQNIsjruUMSGBxu44A98j6Cmu7yOWUDapz6gdMfqMfTmqMupw30bGOWMtnIK8bcdDzjHGasu0RgZCCVzuUZJAHfP8Ak0ASKo+R9rGNyTk+p64/l+ftUz4BIdyWVQVG35c5GPrwagZpSA4CYQ8KGzt5OfxP05qW0t452csyiMcMz5AbgnA/DH4UAFvt88O6yMCwwTg8j1/GnLxvIRRs6YOTkk4quZE81QAFwuEB67lHb3qYYWMboz5gwAOgb5sdu3+NADkGJAOiuOWIzx2+nqT3/WkJLRgYJBYsgY8j2A78g09ZJmfIO2JF3HLbT1PX1H+eajVVVDK7KZSMAZ6Z6qPfp+lO4hzSsLaMRopZVXcM5xzknPc8g1XiVRdsQFjjA+Z3Bx16j/CrEIaGJTlME7iMZEh47fl+VORkuRHL5pEQLEgjkZP8uv5+1IZGtu8Ss5ZCxJYNt6D6dz7UrB0YKiqJQ24vn5V9fqf8+lPiMZLxFmVQo+Z/7wGAPUdQT7fSmQSMbeMSqZSWJPy8sfUduo6e1AEpP2iF4zKpRiF5GO+RuPb8KZ50dvI8YkDYPC9C2P8AJ4FRTZwpaXAkO7bgcen45qNR50abY9pbLHA+Uc8ZPX8+/oKAJmleEMkg3TYUhh82M9Bn8fzxUMO0TSYbcuN43Z+8R3/zzQ6KsDxEjOMby3cdyOv/AOurEUYtVyWBMyYw/BJ6c+3XP4UAReVIYWMmdhA3NnAHcfy6/hTygMm2XzERFIO1fnHdfxOenvRFdFWRY4kGGySTnkd/oR+NLG8krxKSDFGRJkE5B7ZPf3Pt7UAJNvW5CI3ltyGIOAqgcZGPzx/WmSSr55nMbHcFJQx8E4x0zznH8qkAeWad90uOSzA9B6f16981ULtuCDcy+Z+7TPJ9Rz27/nQBZhM8kn2gsY4zwBnCj3/wNRlVMe+QFmBBBUkAZx+J/ryaf5gZimRhgevO0Dv7/wCNLhoxCpkxjB25zzn1/wAPUY4oAT5zO5yRIzDeV42jPGPT6980MA4KHK4OCzc9uwP4n9PekhJ852BkUbQ27GTgdePb1oLybyjyJuC57nGRz+vc/wBcUAd7vg2klGJkOAN3J9AD0HpRIwMolZw+zfgKR8uOhyPc96jjhV5XJSFHQmMopzkH+QyB+dMAnTdHG+D5fyo3IyDxk+tUIfs3oSrqG2YK7sFi3JHPQfzqPcoiwQCYvvK+Mkk5znvjr1pzxBppJXJZRx5anOORk/TP6ehp06hCjM7CNkKkFfvkD1Pfv7cUAQblMUoRmcKxBOOCT1IPbPAp0ggjjaKNgsrx+Y5z/rDjB5HQjFIpU27mQ7WPKqgyM/8A1xUMbm5u1DgbQq4AHC57GgBWnk8spFJ5kagrnnBzjk5657UyO3A8oKBt58vBwOudoPqferDRl7c28fzbnAbg8jtgf0/wpkjRLeyRqvyL+8VhxuGTjB+vH4UAVyjysxEjuwywCgZOc8fTv/8ArojBAdAd7ZVDg5C45PP6fSpoS8F3vkIbsuMZB6HI/TH9KjUyneQxhwpUlmHOODn2oAaqzONy7VkdwgBHQ9c8+3GPamFFUFyrErwARlR+H0qYRyxt5MJEhkwGO05BHJPsKjeN0t5S0iOASWwBgDPtx35+tADCqhUCK6nPcZ/P1H6flU01uqx75UAIxvdT8zDjqfqfw/k6SFzAGMi4ddnBIwM9frz+vtTXiHlO+HClSSx7nPTH+e1AEcuXTkKH2YLO+OD0yfbPfvUEIlklgO6Mq2GzgkEj+nT8h2qVPJcNGiAFVLBj1PYD3/yO1TBQEyFQRqmY2I/QeoH8jQBFBbkyLMWkeSRjyRwMjgAfgD+VLL9nt0KSEFw52sONo6k4H+6e9RrJOgIeQ7/9gYHJ5+gPT8hTJXiR2d2DKSAS5xgHOSfwz+VABLlQs6qOBkK0hbC49uxJqrIuwGYgbUBG7PTvuA7DmrgaMkOcFWTBRRjOOR+HHSoYxHvjU8xsm0MD8wOeMn/PWlYCJnc7fKjJBIYlvw3Zz69fYH3pZsW7DawLyBQqgZK+/wBMZH9Kh1u9+wadHLLFcbJDj5VwhPOBuPGcA/ka4K/1q4unOZDGh6IrHGPcnk/jQM9P0k2esaiNKhvbf7UYy7+bITuCgbgAOpxzjqQK1/7MsY9J3AQXcok8r7WXxZxsz7VUYI3OcoDkkLvOc4xXj/hfxP8A8I14httWWzS7a23bIncqMlSAcj0zXcD4wGOxiiFgrRMCDYxxJHFb4Ix5bYJYdSQwPJBzxUsZh/EuzvLDxK0kkaQWd2gmtIYmYpGo+UpyB8ysCD71wzvnnPNbvinxTc+K9TW6niWKOJDHDGpJwu4tlierEnk8ZrACMeSKAB2LY54FJk08oAOTg0zPrzQAZ/Opo7u4hbMc7qcY4Y1ASD0oH3TyeKANWHxFqUTK3nh9p43oDUyeJ75ABiIgcfdI/rWKqE9u+Kk2bRnimBtp4qvEkDCGLjHyqSO316U7/hML9T+7igXvnaT/AF4rCKjmmFR1oA1pfFGqyqq/aAoXptQDHv8AX3rNlvrmfPmTO3tniq+MnqPrSrt7n8qQAXY96VQTz2pNy5GBSksRgDigB42r1OT7UhYkccH2pu38KNuD1oA2fDVhfalr9lb6flLnzQ4kCbhEF+YuRjooGfwr1bVtG0+8unuLZrcqZMPNbr5LWx2/KZ1+7h8qSwA2bsEV5LoWt3Xh/WbfVLRYnmgJwkq5RwQQQQMZGCRXotx8UNI1a2uYb/Rntk8ptiQkSmc4A8t3bDKmARxyRjnigDH1q1Ph9baO7ubd1u03w7AcbVOM/wC7uyAc84JqJLyGZHVJio4YbXyHbp1rnfEWt/25fQzCJ4Y4bZLeOJn3CNV4Cg4Bx9efUmsmOSSJg8TMre1FwsdwFA3eWXZD/CQQw/zjNXzdSSLGFCBmAb5FBDA+/p7e1cvpt1qM6TTLCXijGZJeirx3OR78dTWnb3qTKoRlwVxndggfh/nmmKxqS3ItlaGNiX43O3r3BP8AnFRwMp2I+HEZK+YRgZPP4/59KgLC4bKKF+Xr6cdPp/k1PCYoLcybSqxk/ePGeOPbOcfhxQFiaE+cVQqxIYKVzknAwM+npVdI3eEFDlHU87t2CDj+Y/SnqVa5ZmQHzcEgHHGOPpz/ADqaDEaOh4ZM7mIPXHBFACJbvE20bHK8hie5ODg/n+lB2eZKfPUZXClecjbzz2/+tUKRIrMYSC7oTGARtJ69fTr+NTIYYrciNgz8HLnle+79O3p6UAVkDtMBvKxgliQMNnAOD+B/CmvbnC27vlV4IRtpLZ6/1x9amXzn3gOsalVbJH38jPJ/z1/CkY7iGJZF8wncwIPToM/T8MCgBJIh9pAVVbapYFc8AEjv0Hf8aSVDG6KpZiQQcd+OCP8APWpPOxKIoQdrsQxXqCR0J/P8qUBVLPcEF921cPjC47DvyP0P1oAgW3+yxHAQhZDGQDnBODkeuOacsao2JN0oHGGOOexb8hzQHmaGNSduGGNuSAD6+vT8aWFRIjBgS232x1569SMfrQAbJJdoBJRgDhD1HU8nuDnGetPQQxiUsZJGViFx1cD07n3J9KU5hXGDtJPLDOeAc/59aZLI4tHljVRgqfLA656HPUD0FAEqpMzef8pUqMKp4X/PXHfioVUiFY4lQ8lQSSx9SSOnfAqcXTSIWTABA3IeQpzngf561C8u2UbFDBjltx65zyaAA3CWyb4m3EHZsCk8Ywf1zRGk7QKUUOQoYORkDueevf8AM+9GWLJGzDapwnOGP8WMf5/SpQ0aEvINyKBsU55J5x+XrQB2yosTpIZJWMh+UNx8o4GfQdetMyIo4Wt8oyg7l3ZY9O3brn+fSpgzSnfLKmxSAAzdgvb8Tiod6S7NglUsR82ACD9P8+lUIN8yP8qKVcbVOcckZJH+ecUsqPLC8gCrJGynnnHcH3HP60kkazRh2AVQBjbzwcDH17Ee1WXm3Qoy7C4bcm48HoMZ9OKAKs9ukVs8xf58qoJPAbPQeg5qL5owIoPLw6ZxjPQYIP8AP61L5i/aJPnBkTJ5HyjoV5/Pmkgy0olkXH7hgEBx+X4H9fWgCsgknkygaQqjBWZsDG0HPB47Dnv0pvlgEB2yxbP3vve3TpzwPc9qsNMrQvuj+UsC3PGMcn8j7nrUUfmSMZN+5QAQCMj057H+WDQAkkSKyBAZWbkSLkAnPQ+ufWo2NwsHliQIEA+XAAz3yO/QUtxG6E5JC7jhZDn1zgAfT8qhLM7xncCwwzFAec84yPw5oAfvLq+/cCoPljODjuMfn+hqMIpiKrgYYEIW3ce/t7j1qdSq3IeTAkKZBwD6/pzUUuy2uNgkUZAwTx8o6jj6j8aALERV5Qg8rCKyc/wk8fiOcj361DMwnhljjWZmZ1O0AnJ6Z9j2/wD1U0AykbtoCrlt54Iz6Dk54zUl+zwR7MGPcvzruznB7/j/ACoAhWIL5TsS7IuGbI7Z7enb/HFNe4LyW2ANse1FC/xYxyf1z71GjyiOSMsrlCQMEZ5GMH1PP6+1EA2wxAICQhZ89j/XGT78+1AD4vL8/Y77wD8hX7h79PXj9KUI5UEsoDnbJlcnpyQfbg/lQSG8mWKUoeQSRwGwRnPbHP50KXdSqt+4iGZDnBEY6nnoOmTnHNJgKUmdBDaQmQiMA+X0QDqfQ+v8+ldFNpNnYWcd3dXdjdXDk7obqd44lwSpwqjc/IOOi9q8yvNL1rXPEL6Yl1arDb3Agf7NcBkhXr5hI+8MZOeemOK0NY1zQfFbW8ksUl7rgCpLO8JiE0aBiAFDEb8Kqk4GdxwKlu5SLXijUrS41C/bS7OZrKSAK9p5TTwyFG/d5IJ8twueVPHfqRXn19pg2zXto6TWWQ3yNlogx4DjqPTPQnvzXo9peiW+Wxs9SbzjGY1s4kARCQMs23nK9eqgYA4q3eeGbqyTP9qrp8s07mzRbEH7RLIf9RuBy2duSGXap54pDPJdM0q61e7FtZRh5SrPy6qAqjJJLEAAD1NdVZfDPUrq1+1PqGmRxlmVdk/nM7DqFCA7iO4GTXpFxZ+HrCWO81O70u0lntjHFFNHmWSNl2t93BdSSQCUHTjIwa4/xlqgsNT0Dwq975ek6R5U6zGMmZc/MN3AIYLgYAGCeckZouBy03gvWoZfLSGCYOcRNFdRETDGQyDcCQR04rmy5zjp616Xofh6y1TxRJq1nd3EiyPLPCk9g0eCxwrg5KuqM6lgCDjkA9K4vSra2h8Q28d3qItIo58NeLH5wjKnhgo+8MgfUGmIs+GfBmq+KLnbbxmC1TmW6mUiOMfXHzMeyjkmtHxN8PLrw7p51CO8hvbeNgs5RSjRsWIHBzkccnPB4I9fZtG1efxLpNvq4WZ7weYkAsH/AHBAYJkxyfIJOrEZyFIwTkiqWs3mhaGf7J1m+0u1gVkmjhSM5c8/LLAoI8vJz1U5GccUhnzl5eTx0oZQo61bu9v2ubyzEU8xtpiUhCM/wg8gemecVCI9xycYpiEhAYnk1I7jJAz9c07yJYVV3idAThSykAn05pkoKswKkfUYoAYXXGKYw4wBQQSfu1Ys7C71G9gs7OB5riZxHHGgyWY9AKAKojLc8ADinbF6fka6mz+Hvia/muYY9N8traQxyGaVI1LjqgYnDMOpA6d6xdS0W+0XUJbHUrd4LmM/NG68+xHqCOQehoApLGS+0Y57mvVNB+EBvNLuLvUb2bdGcKliFdCCgZSrsQH69Ae2M5IrzGM4IcAEoQcMMjj+den6F8WFutTtz4osrZkiG2C7toMNbj0MedrJ9ACOo5oBGbqXwn1H7Ts0G7h1RWj8xYs7JMf+gn8Dn2rg7yymsb2a0uUKTwOUdQwbBHUZHBr2Dxd430ZPDd1YWGtSagZ0/cxqX+VvMBDFtq42AHaCCWDfMSMV5Ve6jFq2rC6mtbazibYrx2cWxFUcEgZ64yfc0IYreG9aTaDpd3lsYAiJ68j6cc81Zk8GeI0iWVdGu5Eb7rRIJQf++Sa9GvvCU95PPq1lpMd8IUj8xv7TERk7Km0jLMUCklsbi3Aqhp1vrl2dQjuNNurXRtWwYLy9QubR+dmGGAvIKDgAcA4ouI8yubO5sbgwXdvNBMACY5YyrDPTg81uaDoSusesauix6LEzF2aQI1wyj/VRj7xYnAyBxySeK73+ydLn1ZHuolvJbO1W2eG4fe8SqMKTEwUsSxxlmwNwxnirei6PqOopZyXB0O6VJ45zHbW5JtEjIzbhgNiEFgzIRy3JJ60gMDRxpwu4Trum3cuntaMtvaxwyW0cbsNxRWP3iSAC7H+mLPjPwdLbxQ63pC3pWdlV7aaLE6tzw2PvcgjIz2OWyCO51O40yXUVsfEXieKINEkcmnSp8rYBHmI7YYMxy3JIBJBzXDXHivVND0B9OlFzdajpc6C3lmh3R28KyHHm8/fVlAXtgj2oGjkbTURICrkq56H0OOuPrV60lG3yizBSwHBxnH/1jj9KytXudQ1O7udWvokgnl2b/LtzGsjMPvYAwCcZPTPUVWt75yeSST13HpiqJaOq+0pIsmI887CQMAY/kOMfyp0EzvIyKjuACSqt1I7e/wD+ushZQcfvFLbASpb/AD0q1C3mSnPmCJiFBx0yckdO+f8A9VAiaQxx4j2qrBecsDg9OT6dKto+6MmTjzMlSRnAx2H6CoZIQzmRtoXaFyQDj2+vHB/xqUtC8KIZXZgNzbVOGB7n+X4UDFs5El+a4fGGH3hlenTHTOT+NF2kjODJIzrncyDjC9sfp9aRCViG1VTYT8q5JbB546nFIXBRXDGaSTBl554OBz1JoAhtCBIwQmR5DuLbfu9eT2Gev4VMGVrh0QeYGGWLH5s9Oe3T8u3WknjJR1O8bguTtBzgn+vTvwTTEV48ll2qQPmwATz1PtQA55SjzJiMoAAiHoWwOvqP61HBM0sgKr87DaW9scH26VN5gNw7plSPmLcZQg9frUYd2kkQpGy5wu09WGD0/P8AI0ASTSBBluNgzk54Hv8Agc01J2YMEjcAY6gcnp/LmledpImHzkEbmJH3snn8P8KZHIdxtosHOWdiMFcdx9BjNAEkW9EeBTty48sORxnOT+Az/nFSyOv2sqInjiZxmQDGFB5P8jn6YphRlxhyu5TI2V575GfXvx/IUx3D3DyNKSqsEkcdyOSOf6elAEczs7lWZVMRJ3J19MH1zn+dMMguhIz5DCQBlDE4PA5/z7VZdY5IVYoDjK7Fxyo7n8/0pWLQFFQEOfvMMHDf/q5+poA7tQhlZzteJgFBJ6Dpkfnj6Dr0plvFHGjyBwxZSFcN274B7f8A1qdbxsbeAqUiD5IU8l8Ec4x2I/MVBIpY4iYlYsng59iQOuO3vjNUIcd0jtgugOQCwIBOOv4/0qKFsweYvlhSyueD8w9MdD9ePrVnIMTpIjkMBs2OMt1OP5cj1qqiOsW5Iwd+S5Jwv3unP5Y98fQAh+1SeWyJBiUn5/mByMD8xgjNTxuyBGC/O5KtGO2Ryox7fnjio5rY8O+AFfIJwd2RgYPp1H402FES7VWGANuXbPrkA/h+goAl8vyYVRnAO3apjG4pzkn+XvQ7C2R5IyE2qMnGRkn7p/8A1darzSNJuK7Wkdix7Z29G9hxj/CnWwREjZgNwVcE8KMnnI6mgBzyP5SMJQSgBALZJHOQT9e1UoQwHlq5KKhDZbCsOu4D19sfy5ndJCV3HAUBscZHoM9/Qe9E6TRwCUICCCUXGBkfz44//VQAkcMittkk3I7kBjkY45/EimxBmuXHl4CKoTYeB/te/BxT2lj3xAOBCT8rMoOPQcc+3Wibako8pnWQAeaNxAGOMcfy9+1ADWbyG2AlnJ+YbR8vpz26fz6UqsIYT5jRyb+BhuRz1Hqcd6rzx75EdY/l43ZyT0x+PT9RxR5rPAUaOMRqRluMgdf8f/1UAELQhx94LLIcbeFUDke5zT4nAjZfmzypwR1zwST2x1qq0AgLMG4DZ2g5JOeMDt/n0oXcqoJQXRT8vPJPv68ZFAF2aKORYYBGGBcooBGTk8E+38/yq94lWy8M+GLtFuBNdXVk63IBBRAVZEUHqdzsfqI2I4Feaa/rm+5NrA58tWyWB5JHuPTHH/6q09O8UpdWccNyWudWa4KwxyovkKCm3eeMtIcYyfXqATUtlIseD9OkvNf231r/AGZFf70Z4o1yiiMnCIx43Hkk+nFTJ4J0/S7+Gyl1hrLVJpmfTL5JP3TlWwEkXAaOQHGfr+FVPDsl3ceNtI/s+WN76a5KNdzp5iBVBBwvTGN3A6kcYFbXjiwur6GeO1SzuhIkV4DFMC0SqHGAeOdu3g4yF45FSBN4D0MeHkm1jU7jzGv5JNMZbUFp7S63fdZQpOTgkEA4O045yLd3Naarq8Oj2q3EFt4ZgfEswKskxIVC3c7QGck4yQRjHXM8MLpiaZpWrfbr2PV7m6dcT3Mg8ydRtMiKiHcNrgZZhgkjNUrK7u7O+vV8MRWSxTK881zdyso8sFgjZd8/NhjznOR3oGehrd3V1q62lxY2dtp8UIit9TR0FwDhS2zH3QAXPy/d5PArFS5ax0vW5dStdLAO821lblJsxgZLvIMszSExjJOWBOBzxzkFvqOqaVFqGq61aaWshVllFuilGYblAcsCGIAOF6AjJ5xVjVNGv9P0yWeO+ur27/dXFlcwoECyF8ABF6kruO49APfJGIreI/G17bC4sf7b1R1hhdbe1mjTYWkXAkV0xlQGYqCPl4A6V5pGdkRJxzXVeJ9GQWQu01GG8ksGjtLowkshZg7q6t3B5BBwQwI5rM8MaTHrvijTNLlcpFcTqjEDkjk4+pxj8aaBhZL4gs9Fn1ayku7fTxIIJJ4pii7jg7Tg9en5VlTGcTM0+/zGO5jIDubPOTnnn9a98Tw/oOlsHXRQlzZlWs4FLiOaaQN5ancxEuG3KSQpBBGMEVx3xP8AD1/cxw+Ji8VxiCKC+aFtyqy5RZE/6ZNjg9jwcGi4Hl9el/C/wldTtL4pmsTd2lkHW2gRBI09x0XC+ik7iTjoK82ijeaZY4kZ5G+6qKST9AOTXYeD7fXLK4vJYbGAQtGbWUajL5EQd8bQMkZk4BA5x1PFAHseqxmSC/tNRsbi6WS3d4rSa4jhkK/KMLjcdwO07uu58ZA4ryH4nz6TNryx2kt5NqMSiK9kmuPOj3AAbUYgEkHOT09K3p/i7LBAUudBU6zAnkmSST5AyMMBgRvIyuWXdgsAa8turt7u7muZiXlmkZ3Y9yTk/wA6SGRBCeTXS+C7zQ7HxBA2vaY99ZuyphZSvlEkDfgEbh7ZFczubOAoz2FKrkZ4piPqaz09bQwaZDbWlq8UskivatMi8Sg/fO7ljsJU9VOOcV5r8V7LTb7TNP1WTVLKLU44zAtpC7utxCHOxlJUYIBwc8HHBrlrH4g+L5rW30i21FmaQrbwuyL52ScDEh5B5257Dil1XwzreoGBodU/taOGPyw8shiEEYJAI83AEWQcMDj6HilYZxZJDZzz0Iq/pOkXmvatDpenRiS6nyEVnCg4Gep+lMv9KutMmEd1EFDfcdGV0kAOCVZSQw+hr0n4a6HbWejzeJZI7ma8cT29tHBHllUAK5QfxOd4A7KNzHpTuI4q78KXFjp85ndl1O1nKXGmGFvNjjwCJSRkbeR+dYBBRvQ5719KRSXf2m30aaVFmgClZJJSJru3Aba+5ccqV2s5yFCZxlgK8N8cXen3/i7ULjS2WW3ZlHmou0TOAN8gHbc2T+PSgDa8OarZ6tdWsd3o8Mr29sEubme4YqYYxgERjAL4KqCSecHtkd8tvdapZaepv7nTtb0yXbdSRQm5Dbl/ewyKhOcld3zfK2/vk48/8M6bDYwW8F9bX0d7rDSW4WFAZo7YKCXVDjlmG3cxAChiO5HbeHfCtte+G7ay1ewSVLTziv2eVRK8hbd/rFfBBQj5WPBXqMglMDZnja/1AQ6beQJo8atA9pJaEgqSxxHLjbhcgFQSARg5xXNK8fhDUJrTUYLibT/EKiOcyNh/NIIO7kbSyuDnPykelWtY8LWll4Wu7rTbXWdCa33hFnmlRi6gFRtDsrK5O0YwdxGM81l/aYbOWax/tXUdVV9PN2bLVbNkeF49rsoMgI+dd6ggenJ7oZL4/m0TVLWYak11Z6lphj06ztZXHmMWw5mlJySgXvnJJznJwOb8DazZeG/GElxdtPf6fOzWs37osskLMB5jg53DgED2rovE9gNP03XvK0FmnjiURy3FnGcRHAZgwXO9FK/Kcbck8ha4rwvcSnXNIV725hhe4SDzYJPnhb+AgN8pwcHB4+lMDrLLUYbzUbyzvdXvrmdLm9vbmJsC3ZUjKo6987ckA8ADpXA69pw0nVp7XcnDsVVGB2LuOAcdOMV23j7xekjQweTFLq1qAI9Yt2WMyqwIl8yIDhiSVKt05/Hy3ewbcCaLga1tMokUkjAHOef881tWk4chmdztPVTgY6VzUUwUbh1x+R9a0YbhhFu8whievv71RNjcK+ZDgySu24kgc9f59qt2829zvP3/AJAy9vQ4rLgmCbSrAHbntj3FWhJ5bCQsxLv0JwcDHft/+vmgC2FzHKjOqbSSSOCcADP4/wCFOUAXAYCQoBggLzgHv+NNE8ZLyujGRMgnrgDHB/x/Cg3DPIz+Xt5JPP3OvBz3PTPWgCzukuJnlKn5BjYvQD6+w5B/wqOVJQNsjszqgHzjGR7eh/xpCkiJKjqFQtuyDgnofzI/xOKfMTLGkpcZKlPvfdwPlNAFaNVB2RlzkAbivynBB59h7+gpH2Rz7QWJ3E/u8jAJ/nUkIeSBHjRUViQxznd/9fj+tNjLxSpMhYO/G8nOMdSP89utADZHK2fmErkuQqhufoMflUy7Y93kkBPL4KDBA6N9OeB9c0ggdXkWRFTsdvJXpyT2wP6elMFu6Bt7eVG/UEfeA9c+5JoAcnnuipICVwBGwOBn379AemOlTvHkQxnYBu/g79/6DP8AhUMchlJLDB5fBB+bA4B4/Gk8uQJI7KCzIBkjqc8/zFAD5g0ZdSVOBlCemD2x7kYHoKZFOMCNdrD5cAdcE9CT75P509Q6EneN7L5ZyOSf6f8A6qiDZkXyyPLGWB579iT34/GgZ3GJI1U5GQSAcZDeoHce/wBR6Use3nZumJH3QuDkjIGO5H8zUq28ck7FM7CMblIG7twT9P6VHMv+kRTPIQxbDBf73cZ6/n9KokHyqtIDI5YqQCOV7nGRzSvdFElkSRTtJ4c4Az2B/wA45p25fIkwpZX+QEnhh3Hr/j+GKrRyRGEb41BCMPmOcn1wO/p+NAEgiZppWkkOw8qoORnjGPbP51G+fNVlYNuOC2Dkf40NMLaOMCRg5DZUDp/+v0FV7gBWL+WpB+6p74zxkdef5UAJBKDI0YVXJk3SFTgqOn5dePWpJk2xpHu34jI3McnaD/nj2pbJBFHhdpLZ4YdMEZ6dh1HSo/MKxpE5ViULF/vHHIx1455/+tQAjxI0Yw28q2VLPyWP8/r70vnFFXzD86k4z0/T8ziiW4WR3C7VbGMseMdsf5xx3qOWNYI2McjSFsqAAOV6kD8f50AIkbs4JIRF+UKi559PYEZ/Ko5nXzpD5gmbA6difTr6dvT2ouEZJgzAhQBsUfwjoSfz/nUN2hWZY45JGYndIycEE9uPzoARopHkQS9wC4znIA/wP9asfeMg8pFV/k3ZyRx056elMlRV3tIcPgD5hz14JPp0/OlkIVZV+RpXYMmVAVQOP1z/ACoAY0ysHBVGZuxUjv8AXPb04/OsDxLrZiiEAOZmQZONpRcdPqR/X6V1FjYzX+owae17BbSXDMImlBIyFLHIHJPB59s96wtY8GXYW2W8NtGGyba/sw1ydRUkHzNob5QoIA4GTgYz0TdhpHmksheQk8mplnkt5VlidkkwRuU4PIwf0NP1Gyewungco23BDoch1IyGHsRj86quQcewqRnVaR5QtAqTRK62UrttYhw+WP0BAAx3GRjrXcz+HotQ8M2fi3xfqWLV4VaLTrFMS3cx4yxP/LR8AkgHjmuA8JLqF3qcdhZ2pvd++dLIthZZEjbaSD97GTx35Feh3vgTRtGSG3uZr9b7O2Odrjy5DN5auRHGBtO3dwCyluQM4FAHLx3/AIpfTybW5l023tV3WVlGm1iCxbaM/MQMnBbO48ck1R0gzaj4ushe2VhC8saxxQX8TLBNnp/u7snB6Akdq2bq/m0nSbmTUPLvElmCrOkasLvHKuWI+VhjDZ5BxwCSa0dOGl63a2T3bpcW88bx7ZZGJs5WwMg9VIJVvQrkgAjlASXes+JNO8Wnw1oXh+O3YhWt7C7VJypCkkxuSAU645OOg9B2OmSalLodvNLeWU+oG43X0rODFAo+8oUEBiAAoJOM7iTwDXl/ju51+61XN7FGx0NhYvfWecM+dwdiD8pP4YOe+a3nhl8R+GLDQne5j1meCO5mm1GR1WWEEg+UrNkt06L8+DjpQBtXVncahresa7otnG/mrAtqrStsnjXGfNXaVIkxxvIONrdwTwOo+F5GgTWNFS8jEzGeGyliAmRQ2GKFSQ4RsA4AYYBK+nf32q2Ph+Cw1aS5lieztWhtrFso7yMMAsueSAEHoAGOTgCqy+G9MWGTTZbdzdCykv0uolwVAJG7fncGL5OB8u3jBPNGwM0dL8XWotNGudev1i1xo2iawuy0UZlYhRcS/LlMx49ieevNcf4v8eabeaXcaHpVksUc0v8ApE3yvHy25zEBg8uAdxxkDgDNbA8N6hq9iL1otPRo4leGzmh88w/KrMqSO2Wb5t2CCiscEjNZFxbQ6XrNvf3XhuGXSbwgRX6wxtK4cfJuj3GJGJ65UcZ6GgCPTbKDTNf0/TbZmstKviVOstNt+2/KSo8xf9UhO3Kj5ufmOcY2Jru3sLXWBqGtQxXVuZNKa1vS97EpyCzwknzQGBI9iOT0rQjh0LSP7KbUIDeanK7ppunWsAijZ9+wyIg4QFh99yW+XOBwBTT4f6TL4uvbqS9VnkuJbuys48MkkUUih2dsn5S28AdeMn0oA5fxNpFtqOl3WuqipcnE7TQrIiXGWRX3RyDKPl0bIJVgx6Vyeh+H7zxDqcdhYbGmcFiXcKqIOWZiegA5Neh+INbupkGqeIH1HVElsXtJIYLRIbaIk/NGzgttdZAD0Byo7EVx3gvxP/wi+tNcyo0ttNF5U6o4VtpYEMMgglSM46HpTQHqeh+BrDSdLl8P30cN42qRyGe+ZflgkRAYhGvDnls5OCxwAK47x/4auINPsdRF5aXEVpDFZyGG28nPLAOMFg4+UgtnORgivSphZzok1ra2lmlldNeX0lxKrgwSxOXm+RicnIyM5yAM4FeU+NvHdvrlpHpOkWRtNLhYHLkK8u3IT5VwqKM52gdec0gH+EtMjh0hNTit2lvSXlWRLX7TJGqMqKIo843FiSXbIUAY5q5Lq+k6rpunKL2W/wBRhnWyto9URFS2WRjlzEvyvtwMEnGTgjgUzw7fu0NtqWnnUtIOnWb24uESOWB2OTt+bBLu5Hy8nJHYVv6j4J0abWLS5nnlTVH/AOJneW5AMc0SyhZQoxkN95umGGeBQxmNqNtZjxJqmlq1rceHbbyzqE3ECQT42vLCB91yQRtUEMRgjGMcpofi3UvDdxOumSo9rJMHMVxEjhsZCnBBAbB7e3avYbiC21DV9ShGiXWn6zaQFmubVN0V1b5AVlcghyRghZA2SMZGOOZS4u7zW5Lxxp9pp1h5ime4wZ7gQ/6wwyBCyg8DIACkgA0CGS+O59et9U0qy0m9u5Ws5I4r27uVE9sH2+YHYgKIyVOAcHJA7gVzml+HbPTbae71CS1udTtVE62DXqLGoBAVXK5LuSc7FIwByRnFehnS3cW4XVppNW8tb9bK5KzRxq+QnmKU/eqpIUszbhncOBzZ0m1gudJ0jTILCM6dd2BmlmQ/K0owXRlA2/MGYhuoI4Py4oGZ0Og3WiX1tqE8trdapatLcXqxxJ5k6yg7g3zFgPvBCyhTjHGQatS/ZvEHhq8eDW5bqS4uBLZ3kXNxb55AcjBwhJHY7WYYyBmv4e1+21mG5ujYy/2tZQnT55CD5coLfuyxVSfvIDyBglhnBArAsbnSlhuvCGjNZai+pJM8cs7CNraVhjyYZCuGJx1OA3Tg0ASeEl8U3HxHjsYfEFpqbWEbSPdzSNcW8AK4LKCRllzge+e1U/set694qvtX8MX12RaxsH1jUrlYzPu3DKZGFBwwVR0Hcdq3h/w14i0HUbGG4uptJbW5fsL2sYJuZIM/vG2gHavGAevpxXoV3qyWOk31xa2lzfRaTaFLKGILiNA7xo7YGAv7tmYgZJIHAFAHnl34J1Cz8ORaja30zahK7peI0h8mY8HYH6MwyAcnDkkKSRg87EywxasyxSWJhKlo92GjJypQK3fJOD1AFeiQa9qfiDwC09/fW+lsbgpHezzERuuMOYowSfNGAuAONxYYJrznV9DaHUbqKGZwqkALdN+9JwPvgZCnrgE5HQ80AYV1cyXUzzzsXmlcvIx6sxOSfxqCMZNX9S0i80xYWuLWeOKZVeKWSJkWQFQflyOetUIzhqYHQWnhTVJtLj1NI0W3lL+UjyBZJVUZLIp5YdsjqQQKz0wpUkZAPOK9r0PULPUvAXhySESieOUWQhiH+unRGCxnr8rB9+T0KMcc1574z8OXWm3st06fOzg3apHiOOR8t8n+xx165BzQmJoxbdwURQVzkck5OK1Y5I3Cq7/KTwvHBH8x9a56JwHG8kDv71q27R7s7wRwM+uOaYjUSd/vKmM5+YnOSRz19P8A9dOjjyARvcsOQTgLge/b+VRxSbSNh3PypA7cdvqKVy5aONFByv3jk7s9jz6kUASyGQhpJCxyAVYck47Y96uFQ1opwOoZUBwAOp6euPfrVVmO5UaTO1/lQk7ewzx+OPofanlmkgEaP+7GCzZ98YGPQ9qAJv3iwRjau4OSQw4VR2x9f19aYzNIseC2wnJJODg8bv0/lTYPLKoBu8z1wM5HY4/Oo3iPl7BuTlg4YDdgE9/bI5oAtRODb4WL97uGNxOAM+vr2/P1qMuNry/K033iuzBUggED8B+VMmk8lizBnTKjYowM9gB3/wADSRxeY5jIOVjBLNn5B2Pv1/rxQA6MTZKqQSql19uT/ifzPpT0hllbKkjBBz1JGOPfHt/hSBV3TQhsDGWLDkHGAB6dqSRGjJAwsbYyCR3545/z+NACsEESZVGXaMNkYzk8/wAs/wBc1E8SiDyEAkKncSV6k9sU8KsbMPPzGR8qkcemT6/T29TSS7R5a+Z5itkM2cbl7fgOOO/fNAHeQwmG0VmwZclB05Hb6Ed/wqrEWhfMhMpP8JxkLjv6881J5ckRGxsuW3NkYCjt9Tj8MZoDsDH8igBgTuPTnn8+OOlUIQwRvK8R8w7ThUyORzmpY1h8uRVTYE6szdABgj+VMnZgshRiW27sluecfy9KhjDpK8wZyu1tzDtwBz/j6jFACRs86qqI7mNclS24kjscDPb8sU54/JWRkVSV+b517feOcdM/0pjM6ooi2HeGIU8+2Tj/AA70yWQJEHAZjuy0a+/c496ALSbIEf58EOQdwyW446e5H9O9U3YMRGsKmVvmYSLjnH/1ulS+dBFbytuX5GHyuM7ABkfqf0qFlmllLvISzdTgLjryT6c//qoAdJCjpG/mbVClSuwY5x8vP4flioWdmnjYFQA5ToMLk88+mPzyadNBcRrCELH5crGMnjuMfWkZCkLBQkkqgKUXu2OOfTH5UATSo8jY2xlWfzMg42/Q9T/9f60kIihRcr8yHcqN0HU59s/41GyKskjSjCKN20DgsR1z68VBJdSzef5SgMH+UYBJ9Tj098fSgB4kRsMiqz7SVDKRu5yMg+gyfpn2qrdOiFGKj5R8zEnGOSS3+fWpppyoSQzFVMLBiBhQo6HHb36YxXHeJtVJk+yxs2/GHwTz0IGPXvQBv+FtQTUNe1C+efa9nbEQcYCeYwjeX0AVXLfUjnANNuXupLBZorHy9PjdVisY5Cy2swc4YdcoTtLAE4JJHpXn1vJfWV9HKsktpMGykrZTb75q9Lrmp2dwxabF3GQBcA/OEAwFGPl2kc9OfWoepZB4iuPP1adVJ8uE+QmepCcZPuTkn61mRpuyT2Gaku7mW9uJZ5mDSyuXdsYyTTohmMr3PFPYD1Xwp4Zez0+1uNIe11LU7y3uPsrQJIjYdRE2HPygxFiSCA3PGQat/bvHOjWEum614fe+tLAxQGZGCvGo+7hhnf8AfXBIIB/GuJ8I3U12y+HEluY/tl3HJFLACTEcFXJAI42HJ/3Rniunj0e7mtVjtDrl6iJJG+oHdDbSgnh0Mj54HQgc+lS9xFS40y5vfPtrizfSBd3KPePc3hmnm43EIn8Rzzxzxjk1Gt/9p0110u3kTRNPge1t5pECNcXEzgDIHU49ORjJxnFY0skjaoljaWS3V45VirXIkRWUYyQmFBA5JJI65rsNMZXmhS5uFms9N23WoXCwhoowDgKse0GMhlwoGPlLMfvUAXNV1+z8PfEPX7xYnvrzyUto7GxQ+TKAgZnmPPQ9QAeQTXHeKLa98W+ILXVbDTtTaTV4zIkNwu7DLwRG/wDEgA46EdPeuistLvJ/EF/r95c3I1Kd3aWK0kMKoz4/cjBy74ZQVBCqSAWJ4q1aw6W+yG00e0uBbEhdsk1x5Z6kZjR1B9cNQBgXvia31S10aHWPDd5Do9nKVaW1Ox7qYIFbcdoUtkcgc4yK6m+1S98ReAtQvNJnjABFswdUjncl+Y9oOFwrHB3McEgAcmlI0zTWtBNBFpv2abzoVLTQIj/3lDCMZxUE+i6ZcwQwXPlS2z3xvSbhgftBIAKCUEHB/wBncaYGwrDSYbGTUIZf7c0uzeLZxhy6x7iD1IUggtjavzEnoClrpNlDp6aR9id7b+zJvtGouu1flkIKA9M7vNfHVSFxyK5/TbfUfCkNxBHbMv8AaMr281zLALu1toWIwxOPMJxlSrADoetZ1lqOr6pDaaVea5Bc2F5cyW0tvbnZcTIikrvO3IR8KNx5x16UgO50jV9SfTLb7VZXMV0katI7IDNESBvb5sYVgUfqqlSwP3Tlt3LpdvPY65PIYdUSzktYD5hEZ3gnIhVd8gBZsFQQcD61x9paTy2VpfWois7m6TaWsbiWU2ZH3FuopC3yEKPmGNuM84rV8O69o1vHqTQ3g0DUWd45JdUJuGaQFQxLnHmDAYbc4VjnByCACDVYI28iC5W0t7PVZHS/N0TbXETFQ0fmuNylsR7xwcMWU9a4S78JTXdyzaHLHe27AFI2njFwp7oyZBLA+gw3BHWvV9L1iy8T6rNDZtcX9vpsGReum155cMQEGBj5Q/QAjeduMA1beNL8R29/bwHUpLDfqVnbnerplmAGWyxDKFX5uCx5IAoA8Th0PxNa2l1JBpupxQyAQzhYXXzBnO1lxkjIHbGasW3hK5hlhk1l47GDq8RlU3J/2FiGW3noAR3ycCvQF8L6ZfeJdO1mOXUE0ufTWvDaNO/mjABEYO4sFIYHAPbg8jG/YvYQGxW0jS0kurSSbTbW4O0K8iBmLKDkN93JB5VumQcsDmtEs0W6ksrBrN7O0ijaCLyzNK1yxMuxpGA8tj5eGcKABgD1roLW905LyC7u7SWHWorYWUT3XmRzyJyAAjMEdguAWViTzgZIFRaprUmgjT9RvrGZ1mt8aktq5d7VivBBBzsB80D5uATg8AVmav4l0vUfDkhsRqHidLc751urdlWNS4KeaygAbcMAw+Y7jyBSGbdxq+qx2CWyvAZ7hitul3cqPOkwBuYnbtAYO5+UMNirwTmk0tWfw7p6RWsF3o1xpjxTYdd/nAbQg7sWzIvy5wWLfXnBogWaYzLCLiRCtrcT2xvnu7gEgW8KEnbGu0ruIyducgHFZl9pOsRw3kFo+qad5tpC7WVhayGC4uGGJVGDhMDqDjkEYxigDtEvorWyja9aK2aaNrFNSncqjwrIwDhsbS2Ru2kg8kjIIxzGi31p4e8DXwh1sancW1wYWtLSSQK6O21Cr/KygkMeMjkcZ5q3PoGrazpzaTepePYRKosLjU5SLiI4G/8AcoSH6FV3EYH1qa7k060t7k3UsMdrc7FuPNRYoJWjGBtQYBIxztEme5oAwJ9d8T6Zq+uahZaXpuiyRxRrqFoSheZWz1BO5i27J247elYmjaX/AGVrBvFl0a/NnZ/b1WW6Kwh8AhSCAXZc/cHtk16THJcPYi9tLWW3smUFbuZI7WNwRwVMjx7h/wAAqS+bXtN0iS8vYJHtAgkJRLecY9diurEd+KAOdTxXqM3iLwjd+I7RItR82OWDULFkLyW0hI2PGMjOTx35PGTmr8trrWm3dzdaXEJp9PubjTbrTpCyi+tXkaVNnTJwzDAOc9M8gwappmj6vYwX5EEchj877RZRbHRQNwlTgeYFHzMjDcNr4bK86Oryvcac+rz25uo4UOm6zb+cZX3IM+avzDasjbD5hGVwjdiKAK5fSIrPUTocmnWC3Nxbtd6LqtuHto3ZfurIeVbG7IAzxgYIrzzXGvIdcZJYYILhEEY+zSGSNvlA3JknI6DrgYxXRXp1rT3WSS+/tzQYJcG5eBbqW0I7E5DKVOBuVtp7HtXI6zMtlqMdzYzWsgmiMqywuzAEsc8N8wOecNkjg5oAl8Z6zc32oR6e0zvZ6agt4ELkgFQA7deWLZyfp6Vyy9c1dtrK81K4aOCGSeYq0pC8sVAyT78ZqljBzQB6B4S+I03hnRBpMenxtHJctLNco5WcKwCkRnojYBw3v+NWvEfiTxDqWlTyJbRJp9xESpldZbv7NuwGc9SDgDfjOFHPc8p4d0y3vpbm4vBM1raRh3igYK8rMwRI1JyBuZhk4OADxXolrm4uL7Sm1jStMkiKuq2sby3FuIU2Mkcr7QcIh3FSTnPBBNAjysrPB/rY5I2b5vnUjI9Rmr1rucg7tqjhvQ/hXXG3ttc8Darrbyrb29tcJFAtzePNPO3G7IbjdhgflwDggjGCOOlWbT7uS2uU8uVcAq3Vc4I4+h6H6VSYM3IpnXBWMAt8pccn8KmjYKFRT1Aww/h4wf5frWfbXb+ThPvHgHNXI8hY134IbJbHp/8AWNAiwFLCOMAmYcAg/mD6Ef19alw08YZ2BjA3Bdn3ADj8RUXlBYZ2ch1ZMnbyeo9e9OVjJC+UGepJOMH05/n+VAE6weYbhYicOQFbbkk9enTg/wBOwpgZ/O2Nc7T8wOwglyOmPb39qeluPsYZpMoF4AHC5HFRpGxMIGI2IxvIz2x2+hz/AF5oAb5bTsGRVyFw/wA2T0xx+ntVlIoX2Kd3mleHHJxnJyPXjjPpSWYjDxs7EZ+bcMEYB5/Pv9abcI8UskxyqN9wA9CcnOB2xx+X4ADz8r7QvyhhnB3Haff1p8CvvYStuWTdmORueO5J6gZqsFllLKsgVRjJB+VQff8AGpYtiqZF+SIDcCenA449evU+lAEb4MhjiYuFXbkHucD8Bzjt1PpUpKLMkABkliyx2jOP0/L0xmo7iaMhz9yPsm7BYZB4x14/KhmjikEtuQGkX0+6Ox980Adw8rBEaQEs3zBfwzn0AqqZYnil+UnsD+R498AkD+lTyKgIAyGBPyucj6D8s9faqkpWSSU5dmC7hg45Pb/PaqEPtchEllHmSK21SHJGCOAR+n41KGH7/dAighVyeBjqecfl9O9MBkMLMZN207WAGM+v4DrTXkxGieW0kkg4XuoPp7dqAFEaxyIVV2zIQR16nrn0xx/+qorhn2bI43LZI/3vUY6kYz3qdJmMXlJGu1F5Z14UZ9fxxiqjNIbiOMHeqqWdE4x2OfXk/wCc0ARSTBlREABlX5mY4Q4P/wBbqKsOyJcs5YMrKMBhjnv1HHXp6UNbGebMrEJHgfdxnkZHT0yfw9BSM5DFvM4QcfP9w5POenrQA7a4AEzSyb8HkDkA9CO3uKicKZmmB+WNDsRVPHOBz37HP1qeWQKqywgYVRlQM4/H/PHFVBKI0fy8EkcLngjPc+g4496AJppJpDGgxvIYNgYA54/n+HNQSGMwGYv5bPGUwrZ46E5/z60+eeeMxksBE6nZt4ORjn268Dtiktre51CcfZvNkG3iKNAzcd8D8M9uRzRsBh6zrA0ixVYHV7jcdgYAhPVsfTse+araP4bW71fT4bm9QSaojSJqDHbAvyligY8l93yt0I5x1zU11YWE+pxG1sri7liAa5MkoVbbBOVeNlUbwATs3EepPNVJL2GCymmlItrE3O6K1t7cRmaRRlCQMjcAwyeik8A1NykUFnSw1O4hkuIrW5sHkjAC+fbyMMrkK5J6jtnrnHFNk0yCW1ignjxdSwt9nkCPE4ZF3BXRuGVhwGHt6YrV03wrFeeJEIn8h5Z9trbgby06IJHQknsfl553Ee9LdW2pS376tqs97qOq2UgbCSpkQqAyNtIyUPzZKjjBBGc0hnD6fp11qV7DaWcDzXEzbY4kGWY+gFeleEvh3bxa1ZReJz5kd5KLeG2tH83Lsp+Z5F+VQoycZJJHTFc54K1S3tPFhaS0YQX+62WODBMfmMMY3dQOBjIyCRnmvVrq0QXGkahbS6tFbrcXc11JcvsS2dFKAOXO1VDOQADggEDJNDA87ufDereH7jT5rHT9Si1RbqYJcRSLKjhcbQBHnDY5IPBHQYpdcBv7maOTw3q0DArsiUSRhgR8xKcqmD0C4BB7Vs+IPHEGnywxeGtSmluoyrSagB94qrAYO0bz+8bJKgABQBxmvP7vxXr91vjl1O6dXnNwQX/5aZLbvY5OaQHVWuhz29pI955GiaUZGimknTczqfukICXLjrycDI4qDX9fuDa2dnpWn3sGkNPv82YsZNTcMG3uT944xxzjPXtVvwDo9r4jj1C/1Atf3kByUlHnOF25XahYBmY/LljgY9SK39Y8ODXfDsN3pV9NYf2SDL/Z91E8KQckk7OTGeR8yllbr8tMRbtdMmOpQurw/ZbvTkuLTzwwWUvKzP8AMOQcyhWHXkEZ24L9BuptFvTo+n3kVslrHsNs4dShzkPJIUXeGyVLhSqHZkEEmqGuyWb2Qh1XUII7nWLLzoEDxx+U24sm6dAQy7hkBtoPUnIzUsV9PbXtnpd5Ot/qEMUUqpcr5dwodAd0TrkSgZPA2sQD96gDqHlvIrfWbeM3FhqV3amO3t7iQtb+b1yqMSqSEZ45R8AqeoGHofhrStGvtVgWK+h09rdFQyRmWWWcfeZVUFSmP4ZBnPp1rZutVuYbNbSO2EjSRZVliW6hCFsDcN4ABOcLkZxnHFc2iadLfypqN5Yb1leFHa0SBZCh+YAySMAik4LFTzwoJpAPbxJqCiNYVhNw9zHCkwmKKMRlp8OCQUiI5bDDkjJwDWzHe6opEjW0pDqDue0djtIyODEPr0PWsHSzptlq0t1fTtqRCgCT7Vb4dQ2ViUFwI4hgE5GW4yFGQY9S1uWNH1C4uBBYq2ECymdUQEsUjLfLLPIxyzgFUA/CgZoR6lLcXl+WWVp7tWt7i5uFK722ldikgEhFLMcKqxqD1JBHE31tqXiiz82xvprnT5NTnl+xKhXyAWHzgnhiR2GSPTrWxFpviDxcLMadLpkVpfQiSRRcM8vliTBicn5tuR91Aq89K2bnSdAsIonFva3GlefLIlrPIzpDGAzPIiHJAKx8YYbiBxg5p2A0tQ0/UjFZWWmarpemSWyulpp8tqshwjFN0eRuLsANwAbk9s4rmtQ8T6Zp3jW6v5LK+0+/+yJDbLZFLlLnLAiTnGSQAMHPPH8OK6J9fvZdXt7FtC0vEVzJcQ/awSLW2j2rFcE84JOQuBlvlAzxWXqI1064k+laG1g0h8g63fQ+bLCORlEBJiAJJJwXySSR0pAZTXvia5l/4S6OJY4bdGij019wdrfksdwAAfKFh0PyEgYUAqPFNhqXivSrkaXfXmrW4ljlttQMcEEcZBbcdoz8qk84HAB6iu+tbSS28PSaXcRqb43kMgQNkFVWMHDdx8pTPfePWuWtrTxRbaiq6lpUOu2VivlR6mm2CZV27WVXYjzEGSvzjDdiODQBrafHfxajesfEq3WpGNn/ALPW1UIit91JgBuK/MAFcjJI4Nee3egx6fJ4kvLe9ZYLZvOhtNOuElAUTDaJgDwo455xx9K7q78R69BrEltZDS2knINkwiCtPKjhZopdzEicIcdeR0JyKVVs/E0915dnBNYqBPBBDbMVkw7qQQpCZzGSGZTkMvQ5pgUTqjXtvayW0LXdrMTLEkWPMALFtygkbtrMQ6qVdCu4Haxzvh9ZuwcTvKoUkmS4U4A7lvNBwO5Jrm9V8LXGg6hfalFrdvbaNcLJetaS2JZIyBlRs6Kc4UH5W7DmszRdb/4SDyZ7efy7+PDrbkCVoHA2tsVjmWCRTho8llPQEUgNNr/U7bV57FiSJJIpEt0gCyzQqzCaMcktIrbSUDHco44NWLybR7600WCT7BPe204e8gvLhSl+23BZv+WoIzuCFcDO3AxTtaMWvQxQz6TDG42iVYY7sZKjCun7ncjgADOSCOCDgEF+4hspDDDrUjW8DSvIFlhBjX7wBlRwJAuTwdrY42nigDYsLHZpFpY6dbJcpZXU1zbXcrBo7JWPyxxs2VJUdXOVTPG5sCsrUJLl9Qht4Jb/AFG6U7pDaMFUlhgmQyceXjIAc7pCxb5QFFWdG183V4bG11pL+NSW+1TXP2l0GPl3IsYIB6ZXO0nk81g6hr1t/bkWkXeoGVJ51jeGGX7OsaE/M08uWIOM/IpHGNxzxQBrfYNMm1HRrRNUjMUFxLHcSDakUYEOGiAUFSxVgqrns5JJY45Kw/4SuD4iajJpUUFrfrbtLLBcspUQFFwj54J2bTg8/wAqtaDrHhqG5tvDcd20EDzSNJf2peCNmbOxHcHe6dFydoHX3rp9H8KWyajeeILu3n1LWjMTHaGNbfYcYUqrscDA4dieBkAnmgDmodT8Naisl3ZX9x4Vv1tzHBBOHmt/mILmDGDHk49jk8YrifGFlJY6z5cn2I7kDebZyrIsvq5xgAk5OMCvTfiBe21t4J+z6wIE1a5GYbOK5a4CHcpWUM3KkKGBxgHdjB7eJhZHDFIyyrySF6CgDtrKNdMtmLXV213NZtbRukgUIVwwCrgEgHA5IJOcA8V0WnaVp/iK0ja+0nzTcxo5vhAInYthWIZWALqSW+ZNpCkk964TT/FF1aIsUsUcyqAA+4pJgdPmB5I4wSD0HaunfW2fQNM0nRI9Uulkt51ZHdo1jZ2wNxXAcKN3fbg8jg0Ac/ZrZQ2esab/AGjDbySTxqkk6na8UbMcgoG+YnacdMd6777DqfizQb/SvEWo2qWmibXt9T+zFW+5uYtwCfvJuzg5Pc1yOladHoklteW1tPq1zO5SAwxYjVUYCRkJBLMOgbbgZzyQBXW6aYNc0S68PX9xqGkveOjbHTfMcSO7g7sGRWyrFgeGUZGOaAJ9H0bSPCWk2una9I1pezXko+3ISUhuImHl+uzKkMr45DEEFTWF4o8GSrLdQ2dp9ovI5XYtFEkJKqQH3AsdzZZSNowQwPByK9Ek1S1kuj5Vjb3lsCGEf2YOGkRQEdmPymQHYgBAOWJHy4qiLiHWNQ1bVFt21aW3intbWywrefIpTzmY8bgzsgHH+rj6c0BY8QgkaEiJ12sDhlY4wQe49a2rWUtGqlggI5APb3PrmtT4laVFY+KBFbgC5Nms91EnOxvfv0x15wAa5i3uFyoDY3thsj9D+NVcRvxKig+ZIWfHDdyeent3/KniItEZvLI3YWNQgBbnOeP0NVk8sKpG7BwfTp2A75J/KrscqE4aLdIvOT1OByQf0z29qCSSB1IBKhWZgWL4B9Rj3+noKjkMkVqke3qWCjPr6579f85pkTQnJlGX3cHf0Bz09ueR7UNyhCbQN+VGc5/r36e1AywJTbSJGwVkVcZCk9c8gDvxn8ar3biRvPLMWK5IBH5e3XtSx7Z1Ltw4JwCc5YnrgdOpOKkVFZTkR7QSGJ4yB9P89KAH2758uOKICROgB+UEkdc8dMZ/+tVdriQvJHMQxXgbe+T83Pf/ABFWy5ZozBHuTdksOp47/wD1/eqhaP7RIgLSQMQ+EGARnr/PFADsAjBT5F5bc3GRxnHfrUqh90oWFY5CcYIxxkZA/nTJbl5dxiiSIZAKnnAHPX/PQ0fvribeSWUOADtALY/kfT8aAO0UsmxhEf3ZO4sMAD1P5frUe6RjIQREd21mAxtAxxk06UYcxqrMFOCPXvgVG4R43U7UA5CquSD9Oh6/h+NUIWWRyQBGheMAKHYsfx/P+VVSksd2kRjVio+cs3AYj9cZI/H3pVecgeUAoKjoc578e2Pwq0sTwwmRWZ1jztYtzj1x+NACusTIsYjDH7xjBwGPpjPv/OqpmxG7xtt3g788kEEcHA7j9DR5ztPEobqSMKSVx/dP+fWpVyHdTEfnwcKDgN3/ADOP85oArbZ2mYMvSPYyrn8D9eBz6VKvkCdYsJJuIwCemR+Xp9BSSIWnYy5jEbYY7uMAdh+PFNtSBIWRfL2qCo27mGePp39PpQBJLPF5ro8gdUw4RPun06np2P41Uff5iKFXJI24TGBk/oeankfOD8o6kKwJ4Gevr/n1qCV2XG3BiPBJBx7AdyT19ueKABQ93NAVXzQMBUXg45AH4/nXULPb+F9Haa4eQSmC4a7sEj5lwuPLLAEAKCSRwdzKegqvpWlyLbS372xvpomTZZLcLFLzzvyxBAAxj1yCOlZN8sfhmCfV9KsruGOSOX7VbNM8qszIQuQrFSfmyWPAA65OKhu+g0Y9tMus28N7PaC4bUTKtxKg/wCPdivOfY8gsewX05p6feEW89hbP9ouIyDGJIwSxZf3T7SMq+PlJBGG2detc1pf2y0tp7TdeW00yJNHlR5RTuzKRk5GNpXqeOeK230uUTyRarcxeZZ2xfN3qPku4B3FFCg5bPqTz34oGdDb3WjXFtZzavBPPNZziW1+YQySN8vB8vO9mwOB0I+9yQKl5Y63dag99NqUGjR3MrTRz3EHAIkMhJkVSEG5+gJ6gHNM8PXejWniPTBqTILKS1llhW+iTzoncbQkj90IB2k4AyOBmt1kWaKwtgbnUrU3vmPesAPtEjb2QcEqSXVVVQTjZzgYFIZzt/4d+1aT9svdHeES2/2g3drbrE+4E72SPdiSIjngKw4OMZqnc2Ey+Hk0mLW7oafFOtzJBLB5kRZ1G1leIsAcEZViME571u+IdehW4Nla6hcXtzql4syzPlY4lO6NSqEcYVzzwWIycDAOrq13/wAIzo00TQW1tp0McKWEKR7pJu8u5u6sS0ZVs5O7+7RcDmdJ8DWl7qtxaT31+iW8Uhubg2qiO2KoWO5gzB/ovr17VjP4LkhvLQzanYyadclyl9aO0yvsxuRVA3eZgj5SB1613dzfXfhzwVaXGl3ENvaQ2ESwSRojSG6eQNuDEZA8vcSOQQSDnnHmOpeKtd1TUIby4v5RLb5EOzEYjGcnaq4Az39aYjrYvCx0zxPcXuk6he2NpbJ5ojgXzb2NiQvklBgFiT1+6Rzziuku5vEd1e2un3WpQrpskKTyNcWUa3ce4tiPyMnMpIO0KDkHPFeZTeMdflvLu5bU5UkuYvJcodu2Pdu2J/dGew9/WodB8U6l4a1T+0LCVfMPEiyDcJFznae+PoRQB0d94A8Ral9u1AXMWozrOqR7ZgzXSFSQ0ZJwcAD5Oo544qloHgu/1a8mGp3LaVDa7oRJdAhlmAysYU8gZIJOMKOarJ451B5b3+0ray1KC8lWaW3uYsKJFG1WUoVKkDjIPI61b0/4kavZa/e6u0NpNJdJ5bRtCAqAJsUKcEgAY4zhsc5oGaVx4e1/Vre0tPEutLZsbl7e0gniaaSaUYBc+WDleVHmEng8cVLpOgeMotKu7KLU5LJ7KSSKxswyg3kit+8WM9wME56E8DmucPj3XV0j+z7W6+xxmaSZ3tB5TNvwSuV+6gxwowOfaptC8cz6LouoacdPs7o3KbVmmjDFfm3fNn7wHUDjB560AXtSfx5pOn2uoXUtzJb3MImW4MSyeWPR2K5Uj0NV7vwp4h1PQW12+uJ7m9A8wWUrFp/s3/PYKTkJnAxjpz0qWw+I0lnbxzPp3marDa/Y0uvtTrFJGFKr5sXSQgE4yQD3Bqsvj24j8Htoa6daecXBF7sIkChduc9fM7bs9OMUAbOk2ninwhDc/wBn6nYSXVpGLm60sfvngDYXOCNu7BUEK2eRnNbusTfEfVI9PimmtZft+bW4s1t4wto8oICzcEqWQ5zxjp1FcF4g+IGt67cS/v8A7Hauyv8AZrU7FLDB3MRgs2QDk961pvijeCDR/sel2FrcWL+ZJIiHEx3E7cZztOeQc5PNAE3hG+1Dwxrt5o+teF7rVJb4RwC0mU72aM/JjcCGX9AACOlda+o+M9NvpLJF0u70+aKSdr5pGEESr/rFd1PJQ/KT944B54NcHf8Aj/zbO1tdP054YYbgXLR3d29yudpXy0zgrGQxyoOT3PFWr34pXj6kLux0qwtY/sX2Yw+WCrEqo3sOjbdvygjgHHNIDQe08UXviKyvbTUrS40+8mF8bm3VhZx+VhGeRHAxt9/vZHUmtrU7z4g3FrqFjY2dt5dkFdJrQMWuI3ztkhBYg8DJxlh9RXndj451eLxDDq+oyf2nJHhTHd/Ou0HOFHRSD0IHB5rRn+Ikt1qepS3WkWcun3zLI1ojND5bIzFXV0IIf5jk/wAWeRTA6O9mu/iBBbaTNpNt4Y0zTSTcTsh5mKbVXbgHJ44AJxkk8VHoOkeMNNSCKfxFe6UkMhtLS3tInujJj5iwSP5TH84O85znisC1+JusWfiZ9aitrQkwrAkMi7wiKpVcOctkA8nOT344rJm8ca/JpstgNQeK3lna4kW3Ai3MQBg7cfLwPlHFAHZ3XhrxH4kfUofEXiZXktWeK0Vpg0UsiNgs2PuR/wAO9gPmIHrXO3Xw41yGytJ7cQXk88JmktIpl8+HDMPuZywO04Zc1m6H4217w7p91Y6Ze+TBcqQw2glTkfMp7HjGfQmpLTx3rllZQ20UsDNbqVtbiS3R5rYHORHIRlep+mTjFAHQ6f4W1C88Hy3c2vzR3pAkt7Y3LeSI8H5ZHztSRsHapI+6c4zVmfwENN0S8e61XUbe4jtBM9wyhLJ2KhvJDFgzkggZAIzxXIQeN/ENt4dl0KLUZUsJOGjB5CnOVB/unJyO9Zmpazf6vLHLqFzJcvHGsSGRs7UUYCj0GKVgPRx8OlttD064ttRuIL55hHPdKGW3lSQquyKTHUZAy2FfJ2k4rD1j4ftaXl8NN1ezvLKzuVgnZi0ctvl9itJGVzjPGVzntXN3HiXWbvTbbTrjUrmS0gYtHG0hIBOPx7DHp2qS+8W69qthHZ3+q3dxbxkEJJJnJHQk9WI7ZzigD0S8+FunGTQoEnvbFriRbaaS4t2BuicnfGP4G4IEb4JGDS3VtHZ29ppVnrOoaBePdrbiyTUjeuYiDlmjjA8uTOAFBwSccYzXmk3iDVbgWfm39y32IYtj5pzFySMe+STnrWeszhy+TuznOec0Ae16p4C0e48Tac15Z6lZrdwyA2rSK73LJExVlkzxKcDch43HAJGa4G+8OppV55cE101vcZRDc2z280bgrwYycMfmA67eT6Vzd1qd7fNE91cyzPFGsUbOxJVF+6B7Crtleale38Fy93JcTqyxqJpizEE4wMnp/LiiwGrLaNbhEmnjltnc4li2kRsnLLtA2sx9+nWr89lFbL5s9xBexwXAS6WRWDRkKQkZbgGLOM4A+vNR31rLd21wmnQFZYHNzKEYHBz2xwCeoXsASeuKvRarZXGiW0Gp3llCb9IopZImLSLGCclwAcbV3Y7kuo6LQB0Mlk4jvBpGnvptxFaq6XkLgRXyHG+KUKNnLYAUcYOcnvpWWm2GsRW2mwRWn9kS2Q/fCRUmhmwShAJywZSvzDOCjcgbhXHvdLottqOgaTNea1Lbl5re4hbbBHFs+div8RXOQc7QeR3BbqupjVo7G20cNpMEtizSx2kjTmZ+iq4jwELBeRgDJJPBoA0dHvL/AFBtNtbW9voXuc21vbWtyGkuWiPzyvNLwiFgCF5wRwB1OlFp3iO30+1OnXl/ZwWj+R9lYwSGQbiflkQY8wncFZhyeM54Nfwx4dt7UQjWLRobAJHINPlkWaaWZcM0g4GzOMYBCgcucCr5mW2EcFtAsVpPNLcTpbIRFHEUkkfH+yQFVOm7yyw4KmgDjdKF+/iS51W20/U5tP1M3Fostx+9lIK/MWPG4rjLdMD8KyNd0N9EvFaFhLaycRyhwwzjLJuHGQfoT1x1rsLSKW58Za9ZrdW254ENxZzQGXzH2o82z5lUEOCWywzz16VY8R2LtaDS5FjWzhEd0osI94jjKfOWCAcruBOACAwIBAOWBwdpduTExP3RwB6e3v71oiVPKKmVgrcYPXk88+n/AOuuYhuGicFZBtBzWtbShmfI3FsAYGc57e3amSaatmTMq7Nqkj5sY9D79atNGBhwEEWwHcBjccknP8vf+VaK4YEEqgdDtHGSvHt/PmpJImZEeTe29jgDKlRj/wCv0oAfBIgKyRqdgIHIIPBGOPT/AA9KmK7kJlC87s44IG7rn2P8z61GgVgkTICiL8uTgZGcdfypJWjdokWXgLuX5e3YnPTngUAOaAORs3BWChAh+VgBnn1HSkVgkpdmVUOf3a8bh6e3PP4GmWwYCSVlDxxp93dz6f57GpQY4WIUYfIKswyW/wA9aAGu1rGkIEBaWQr8xYkHn/HNO8vqEhCMMqdjFiMZHAHbnrVSUtkBnZtp7DAIJ59zjH4VZd5kCLKWIOOB1xx9eeP85oA7ZQEcl8+YwcLuOdv17nA/r603AeOQbcmMKp2vjdj72T37/j+dQ/ZwZVLSvtDHLFfvY6H3PPY9BU8aiIORvyVyzFckgY+6Ppxx7VQiHzBIMQxlED5DN8w7Djpxnn8D60l0fNj2yOfMwEVi4ZiozyPTpjipGkDAg7stgjB59j+vSq7HzvLxkBSF3BQTnPOfqfXmgCULb29tCiM4ZAAH/iJBx0+v1qvLPyZBGUYA4zIc9ew9evP496lCFlEakDPKMvBB/qfX6mlPkpEJGYM3Ody5BHUjHt7ehx0NADZVSMeZKodtuPNJyNpx3/D9KijnaCVSAm3shwSF9D+h/HOKZesxfZ5iMWAZgSfl7jg9DT4yFdZ52UqQBwQcf7I9e/rQBAWkLyskmZAP3QYE9SO3r/8AWq/pL2M2t20Wo6jb2MGC4kuCdrAAHHUA56dfWsy4vks0mnLeXGhG5Mc5/qT/APXpNM1DQPE+qXBumsLKGytVSF9Vj3+fljl32Oo35ZQFwRt6njNJsaMjXdZsL3xDKLHUWee1sobKC+giYGdlb5mjUcgkHC5PQHkcVvtcT+IJINRhsoxPbzLawXG8mR3CbirbGUkZDHPIxu4xycPXNJbULqPxPFPJpltcqiwm2s3Ko0ahJGVo+BGGztbqfTir+neOoNLmGmeI9LFxqGnuypfQclsAgbxxuGCefcnGakZzumW73N3fot1FLIlwsYkiz5aqwdUKZ6IJGQdBj5eldpoIj+We704H7RamO4tpV52bssQcEgK4YhwCBlkcLgGuNl17TJfENvc6faG3lmuNt5K7kRSxOcMhjOeCCSxJ5xkAV6B4Pkvb/VoNIu1tpmmgmZYroHDzxXGxjuHIlWIHlSC3BOetIZnan4VsrwNLZXEDW8tyLqW3vYsB2HBC3CZKqQem4j3qhNpuvwaANEjkmgsTeNMY7a8R4VhYg8BsMzKQMHcPzJNV5ri4bXZrq3u5beaGG3YSmTlImlIaU5++UDKNxzgcnpXU3tvcHTdJjW4ku/EF/cSQR2sziNbeQDJWRywY8dx97+HggEAxf7R1mzXUbm/gg1mW5H9nQXGo25DxQHjzHdMqFIJBG7IPOa5zVdYuLrT1XVtDiuYbe/C3Oo2krL57qpBTeMpuYYJYDnrjJJrstFfUbjSv7UvIdMgVbuW0X/TxFI8iddhk4br2cZxUt9Y2N3Ksd/YyxXK4nEsQKTJt5DlOd6j+8PNGPQUAcT4q8W2WsXd1b6VpsMGmHJtxIuZIu5KH+FSc5TlRyRgk1w7sxOc123ijRmsA95/x8m6mZ2vYiixyK65UeWowrEgkEEqwBx0IrjioBOD+dUhFY5ow2anPFBYegoGQ+WTS+X709n+lRmQn0oAcE96QgCm7z7UhJNADiD3pMe9ISabzRcB2KXHvTQeKTmgB3I4pQvqaVVGMmhn9KADaPWkOKbmkJoAU4pM0UoGaAEo6UpwOlJ3oAKKKXFIBtKKDxSigAxk08cUgFIzdhRsAM3GK1tHsYr63v/MlijMcIKPIcBTuHJPb0/Gsar1oLo210IAxjMY87H93cMfqBSuBYt4ZYrmS3S+hjilUpJOGPlkdcZAzzgdq39F0P5YrmWFY2COsi3Ch9zNwNqnAQgHjJJzyFNR6YFjt0kjWQIzq0Nu8mQrkbfMPHGcMe+0A98Gut0G3sbuxOp3GoIkLZWJCzKZeoJZl5jT/AGFO49WbmgChI+n6ZBbwXk0I+zR7IVuXLsik5wFwSMnJxsXv9a6H/iY2ujR30entLbSkKskE3lqxPCruDMQe3IAJ44zUiyaDc2drA0unpPY3Yu7c2mkv9ncYwY5V+YsD/eyT0PNVpXks5GsLaRktLq7kuUKweWRI3G2CHALsB90n5FPzHpkAinol09/qqW0jFre7EU0WyMb/AC2D8FTkM+9QuX3AZyBWzqeryWup3VhFbKiWs77lmcu2fs3nq0meXcuo356hFUYUEHKa2Oi6zHqdpcWkkyG3jhgXMyp5Sh/LjVfmcKGiG4kAkMScEVheIdeht4bpI5lm1G7MnmneJGTzP9Y8jr8pkIG0KvyxrkZJNAy34V8beHdCkW9k067a9mjIvWkYTNO56lWJG0E7iVIOSRzgYq1q+s6j41vBo4jk8L6TaWcl1FC8cmHCgAGQgAkYOAQD+JNQeDPB8ccOi+Jg8t66b7ptNW0ZiVSQqCHztxkZBbAyOeKzfFvikRyWFlpGqy6lbQD7U95c5Z7iWQhmV1boi4UbOmQTzmgBk/gy1j0nZbTGfWYHxJGsyrG65OHUSBWOMFWA6ED145u3mKK0W/bgn6g/5zS694k1PxPex3mqzedOkQiDYxkDPboDz2xWdE5SQAjrTQmdTb3KupXfl/4iOOOuB+lW43foXAlT5iSe4649Ac/h71jaa8ZDDO1h0bvn2rWh8sExpk84BH+evJ/L3piLttFGyNE7Mqn5Thd20ev5nj8qR8KpJbcq4JUKOeP1/wA4oMvluuY2IbD7WIPGcEn6ZqTad+91HQZ3dOc8k+ucfpQBUzJLK43Ag4Hy4XZj2HXt+VSiOKFzMUaWV+TGWIC/1xj6UscSxRqWEYIBP3toBHPP+ehpAjNeNEp3DnO09R359PbtQBB5rSxSbiuJH3AA8n2+uKsxEurptIjY55GO3Qf4/SljMatK67hvx1A+bknPt0zn2qBpmZOEyCcBvu4J6/z78c+tAztQbiWQOANqoI4w/PGMZHIzn/HrTwht7iTZt3AYbbkkAjkj1wcfTNQNKrvKY4SzKuAeQMnjr/nge9NwfLDyFk2gHeTkH5cnge54FUSQQKsc+2NyuGYgsc8f5/rTofItk8oybmZ9znH3jnnJ79Qciq5nDXGLcOEK7tp+8fr6HkZx60+DyzZyO2cgnHy44xkZOeMgUAWvNKu8+0FnyuMD3wSD9P0NNuk8tVEyMZSFJJ9B3x6g/wBKbHI0No8ihMxnADHnJ7cemf8APNRTeY84+aTj5SzZPAPr9RQA+5ZEeNnDMz/wFhk89M9skg/pVR1aIOflZl7LnknsPfvTpoXceY0yl2wCzDBBHP5nAFOljEpUyh2kWM5POAQOMH09zQByHii4mWYIIZEgJ3ZxgbsdK5hnxznJHINepSBZo5YZUDI0YGGI2Efj+ft+tcVqPhsxtLJBKgXJKoSSMfXr/wDrpMaZiw6rf25XyL25i2DChJmAUeg56V6Jo2o6ZPpFrpdheSS6jq0LWVxatEgYGRSA/mhAWIcBiCc7Wxya81lt5beRkljKt0//AFUsEkkMscsblJEIdHU4II5BB7HNIo3Ne0CLT47a7025bUNOnXZ9pC7f3yj95GV6qR1APJUg/TpdL8SSWtratrMU1pJJh4buWBzFcFOA7YIdJF4HmxnJGAQ2Oc/SfGtxLr1lPr0ssljDK0sgtUELh2Ujzcx7d0nufxro7nUNA8WQyXd5cRmO1keLT7TUtSMErq+GYO/zfKhyFORu3c4ApAWozpUItr93naV0njhu4mW4AGGmO2XhWwfMBjkVSVkwRxmtPw9AtxL5DKsdpJGr20wzc2mCAdqhmD25wQfLYn26c8fdeFtTnvpLTwmJPsF9FHHeIt6jwxzdWhMuQJMcHI5w2PXLfDXiyztX83XJTLd2waFCu9WljIAUM8f3thHG4HgnntQB6Rqu7TIIVu9bs4oLZSIIV05FCKeyAhQOg53Vzer6/qniHQpoIrize2jZDZXcCszW0quNwJQHy2xyuMAg/eJBrMsPEk2rXdwljcytHGDISdMMiwr0GSHDNzwPlySadaajrEVrDPqt7BafasKIYbby3RQ43B2KEBypOwnIBz0OKBGVr+qwy6FdW0M2ZTcgStHjbJldzjA4HzKrkDgM3HOc8IQcnNdV4ruI4dWn0/T4o4LOMc7ZvPdifmPmSdC2eSBxnjnHHIyyY4HFCAY74PFR7jnNJ1OeacI2PSi4xhPNFS+TnvTjFyOaQEIGe1GD6VMFApdoFMCDB9KNtTce1IQOwosIi2mnAKOtOwKXaKYDWcngDimAE/SpCABnNAcUhjdnHWkCgdaVnJpu6mA9sKAPWm54ppYk0vai4CUuKM0ZoASiilA/KhAAGaWjdgcUhPehgKW4wKbRmlwakBB1rZ8OsG1aO2dd8dypgZN5XOenPbkCsgAAZrT0AZ1m3YuiLG3mM0n3QAO/8vxpgbNlNNHaPsHnLFtEsQbn5Mg449gR2PzCt6HTY0061uLWWzOwsbMNdMgjLEF3zuJ4xgIvdsnriuLtXnt3TU4ZAmLjAigk2yevAHQds11pNvrsF7qDW6z20URmmDArIpACBsIFTKjPQ/N1PAwEI6Sy8U3FpLCt9e2Mjh9uyNkLZPoQm7r9PrTPEV4+lm81W8gguPtFssBaCfzGfzA6+WZASIgApYhCWbgbsZrgrvX0XSre0024vYZoTtJVUhSRO2VXJL56knn61vaT4YuPEvh22vLrVNRmvJZZvIshD5quke0M/LrgZbHAPQ+hoAyLK4vfEVxZaQ2ywS4QiW7SJszhEOGfnlQqgYHA64Jrds/DGg6ZpoXV1invpSJbSe4uJ7S2ljIGVJZAdygq3BwQ2M5GKyvEetiK2WKyu5JHuJWmmUnH2TGU8hQOAMZyRww29qxtc8Uar4i+zf2ncCYWyskIWNU2KTnaAB0GOB2oGdDq/i6bRLuex8MagiWUlrHBOEBkiLBW3rEZAWERLEgHqefSuFYlyQOAOKYzFvb0FKoJ9hQAgbbwo59amiX5wxOT1oSL5uBnjP1qZYGOMKcEcYpiJYpypGFZlyDg1pW8yOqdSUAwO+c/0qils7BVGAMZDHvj2q5bwmM/I4BIz97k/wCf8aYG/A8LrxGyMQQzu3XHrnt60LOVt8rESpUhWbOF5Bye/rVEMUUIWdsEMFXrjnj6Hr+NWVHmod5YK+AGLYyfUevbNAh32ee5RVXBVDlmYcD8P6VMkJUkk4QfLnk8ccfr+tQhhsZTKjkjcxQZxx+XpVmS7cWylcowY7ASTjH+fzoAaqRiOZ2ZVAwAcck4/wAeaSXeUSLaFHTaTksfX35z9PxojVvME8ittBAC59c+vvSM6hJYZUIIyCUyTkkD8Ov+NAzrNxG1pC0ShiVZOpx6/h60n2qGNzIiyOxG2ONCOG6bie/Tv2BpJDG75Z227iBkdOmT+fPrz70z91IYwxUZJbaT97PXPv049/aqJJYTCdimAGQ7gqlsN688cHn9aVo0kCRtFsXcPuLjPqPfr0pGliSd1jCsXBQKDliPx6/WpYiyNEkzh1DhXJJHb7oI7dM//XzQBHIF2wLGY8uDh25PUn8/X2/GqiQO5M8lyUUfMXb7xIHHHXPp+VPm/elSpHykruBwOpPf8afbRqkTTOrSIp2KGPzeu4/nn86AKNuR0MTkhyVC4GST0/Tr2qWJ/wBwNquWDFG4wzZ6+/HFLcRorlN8YDOOUbPoP09fw5qLfEZ2KbjHnAGeMD3/AAPNACTRjaI3BaQKVQyEdwCCeeo5/maqm13vEHwwz8/oQOMA/h1q3cOqoGEIU7QBzklAew6jnPNIweOISMxOPlUBsYOMk/T+WaAMO602KYuBsaPuxJIPQdcdOtc9caHIRvtsuOSAeMgeh/xrt3siHCjnPyvk5G7v9TVP7KXEueAg2A44wec5/D9aQ0cAUaNijKysOqsMEVHyAT0Ndzf6RFeSIjxbXPIKkZAPcen0/rXM6no81jKRzJEBkMBjA9xQ0Fzd0bxsmj+G201NJtXvhL5kGoYVZYMMHXGBzhxk5PI46Vu+KNGsL/QxPp9rb2yQOjWNzCVb+0xMV3Kyg7hKrZO3GFXI4wCfMtuAcjKnjOelTQTPbTJcQsVkR1ZWU4II5GD2qRnSX/g/UtL0hr03KSO1xHB5FsHJO9WKseBwdpA65P0xXVeBYHms28P6gLm1uXuTNKspkhmMJTaGjOQWAOdy4PDBhnBrKi+KOpT6rcalq9ut5dSQG3h8mQ2wiBOd2VGSQCQpzldx5rU0uM/EC0Fva2OoJDpJe4AW/We4ywyQryYZY/k4wGO5vegCHxnoGkeG9FuVsNH1W3kd1j+2TsGicZyU3LIQTwD07dBXlpG9v616T4y0zWHtbrUkvLq68NJPGlobi6MpO5M5weTghlJP8WR2NeeuNjYHNAEWFTg9aXzABxmkMbMck0GM460AJ5hpN2aNtIRikAFznrTS5JpCpz0pdpoATdSh/rSbaUoR1FMA3UFsjrSYpcd6QDc0lL1pQKYxMGjFO79KQmgBMU7tSCnCmA3rRj3pzAHnFEYzQABfWkJA4pXamGgBCaWkpaQCgetKTTeaX60wCpoLmS2LmMgF0MZOOx61F1FIOuKTA7nR5IBZRG0urCGUOMm6chQmOSQMEtnOSe2McVq6vqlneGxsLS4jlvLg/ZfOiQiKPzCFZsBiMgHCgEnkknOAOU0Tw+NYtGkS4kjn88QxosJk3/IWOMHOQFJ4z2rptY1mPSdBa3truUXTbLRdPb93/Z/lhWMoXu7MAQ/UZYHmkIl07wjomjQ3E+vzQXCFytndA3CW29SQVlxGDg4bG0nlSDgEGsfxH4pjg1CFfDFwbSOO3SK4ltIjbR3Dq5YMI8nAGQOeTjJ61kal4q1bVNHtdKu7rfaWp3QwhFAQ4wTwM5OTn1JJNYPXrx7CgBxcsT6nnNJ0OByaVVZzjoKnSHLAAZJ6CgCNIs4LflV6K0Z/LyMD8uKuWdgWwXCglht4yDWtDawxpG7sDnjgjAPXJ/z6elMVyomlpESrAsp6H+VWf7PjbcQuQqDGOuM+3erVuflZXMgUsG+6SSD3+tSSCFGQxwM5DEeZg9Rx9OuPzpgZ8sccaYSM7iWJJ6AHv3/KkjSDOcbsLt27v4senrV6SMTOVZVWIfLuxwDjg9O3H09qGEVrMzLky/wnbyTjG7PTr+tAEXkEXAaTC8g7cdOnPX1x19KsyyExCIckry7DAxxjHpz+ffioVUSyphWKnktnJx1z/OkaZIo2VVJLAnAGADjH+I/GgCUWTRwiTcgmHAAPyqOvP+fSo4/ljlVMhlXdvx0Xr0H1qV7oojxsqqvAYtnDe2en0/DrTbaQySMfLG77ys5AyPcfj9fcUACmWMSMOFXAIZgTz6enI/T60qFjO5dsx9C+eh/vfnT52jiAhiQ56ctgD0yPXOcZ9eabJM0ygKAArDCkdugz6nH8qBo7CKLejgOML8wGfvY6c/5/rUTRRsyOqrsV/ur24znJ4PXIpEBOx2GAFDA545455/Hr7VDMwefc5CoF34Y7QAOnTqc8VRI+SOODf5QYMxH3QO+c8/Xt9ak3xZjcxKZSATkhSq84Ge3Pf1qrDdrMysFJ8xwNxTG7se/XHpUskn7v+FUVTtQDk+/rx2+v1pMAUrJLtliCAEEBG6L3Hc9c9eP0qKRo3mRHV9pkGeewwcfQnv6U1MyXHnttYsMkHBAJ9eO3Xt1psu5ZNoO9ggJ4+n14/wAKAF2m4kkgwUiAwu8YH8s9uKZ5YSYRRKW4dSqnkHtjH/16mBcByWIywJxyDgZ4zz1pIfMNwimMDexCor8rySFz9M455700BVdctmVmbPIzgfKSOeO2eakicGVC5BQHaOS2F6E/T3+nvUzQkupdyIlJO1TkEc9T9M1E+UnzGh8pudoOR9Pyx6+p7CgCNY/k3M2NisVjA+bA/lipluOscgCnd0AzyR0x3/8ArilmuESJUTdgDPmdAQOvueQP0qDypJZFYSkYflB156fn6+/tSuAqyxRwsFhchSDsB5GCMdvyqEwrcRO0qOFKblAUE5PQfnn/ADip5ljjSMyAB/vHsWP49PT9faq6ysqMiqWIXJAY8Ansf73XrRcDAv8AQlmQyxL5Uu3O1eQfqPp396524tJbWTbIhQnp6N9DXoXBhmxHh2zjccHHXA988VRubBL1thiDBiAqr0PfOfxpDOF25JBG0/zqzbXd3ZiRbe5lh8wAP5chXcAcjOPQ81oalor2xdomWSMMRjd8wxj8+tYsnmNlcYwee1AHQXXiVtT0a006WziM9rCIFu0kdWaJSWVWTO04LH5sZ/meelbBxRChUsR97YaidG5yaQxTKR3oEmajKnNGDSAm3LQZFH51AenWkzxQMmMgxSbxjFRHNHNAiWIDcd3ShpATUWTShSVLUAOBHal60wHij6UDH4ApeKjzQWOaYDsc0pA9Kj3E9aTJ9aLgONAOKRaO4pgSqMimE7cgUBsHrTD1NIAoopKAFpQeKSjFAC/Sk60CloAAeMUoJVwePxpM+1KTkCgDoD4hmht7WSyH2S/jL+ZcQqse5WxhQFHGMHnrz6VkXN3cXt5NdTv5k0rmSRyMZYnJP51BsyBQsbEd8UhCZJPHPvT1izgmpUiHPv71ZjtWkYDbg+4p2FcZBEznAX2wBzWjbW6rktkYxn1x1H9Klt7UI3L5ycOT2/CtKNEGW+9nBDE46dqAI1tcrGHckZ3FV9/X2zirmzZbjzEwABlR1PHHHr1pI0IiYkHl8gk8Dpz/AEp8MijoqbgeWJAwMfh6/oaYhsP7mYkKzbmGCV3bvcZ/z+NOadsPEh2QkHYR1OB6n1prAyvuaQBc46kjd9P8+1P8oJc+bI7ykYPlsOfc+w6e9AyEu7yhgM5BYnIOMZBBzyfz7U11ZnZiXYlsDd/np71MxCMYQc7SFUgZJHqcdP8AI70jRvLmIKA+4ZTrtx+P+RQAGOdkTcFAI4xnL/nz2p6yDDMQpwQyqOPTr6Zx/WlkAjZi7KwVAQefmH+PXp0FQPKwt3SEkSgklVwSvv78fyoAlx5rxsEd1TO7K9+uf8+1Sb/kZlPJYc53Et2wB29v8RTJpJnhigfeEX5TjjJPJ5H+c1GweTylUg+iqec+p7AmgY0+W0zs2RnlgD8wGOOefft3pS4xEpUIo7tyTx2H070rKQqlWRznkL6kev1p1taSXF4kQjRpHdVY/wBwH29cZ/OlJpK7NKcHOSitzq3Db4zuxnJZcA7cHPf1/wA9qia2Vwxwdq9WxgAY6ZoEkcaB1Ktjso+6O5J/D/PFPaQO4bzygcZKAEA4H+GOPfvVmI2OJGdS3yogARSTgcZP4Z/nxSXXDM+1AznkBOSM9T6ZyeabMWW3Uxg4wFCH7u3Pb2xzUa4h8yUsxAJLYGenJyfXOPzoAmgiEzLGd4jI2y57jPB/Qf5AqCVjLI5A+7kqVA5PYDPb8qc0paKFt6APuy3J2jGevTP/ANY1GjokqAuryKTuC/eHPYn8BRcCYWyME+4Pl253YG4n60syR+SHEjM2QMI2M/NnjPTvUKb5UDDG04Kx+rcg49e/4mnOcu8xUL0CSbtwJAwfp+FIA3rK/kwlSzyZyRzt/wA/rSqN0burKQMgsw5PqPw/CmJshnd4QFD4Dbjg9ent1z/+ukfMkxST90du3rwBzz9Dn8TSAUFfIQOT5i85D8E9vb06e9Sbyl2gRQX29ck4+bI6/wAqpNK8RjCEjGN5JAAUdevoKnjhCOMgKnGckHA4I6flQAyWOaJ3UHg9eev9Ouf1pLby42adQnEeQN5GW44/z7U2WVZZXIjREjBG5hnt156mq4l2sA6s4OQu845PXJ/KgCctIyJiTqDkkDlTxye3SnMqSMi7WIVAJMNgJzwePX0p0RKW22WQHhXkQr+XP0596niiMpEcmdjjczH+Lgn/AB+lAFORESVw6xs+egGcjj/69ZGoWVvcfMYgnHycckHufwFbC2/mqpU7DjBdjwp6fiOOn1qu8awxBnOCA4CjufTHfIPPp+dAHGz2T27M2PlA7+h6f41nOdvzdq6jVomSGU9EUhiOOM8Dpx9BXJSFpG46UMaAyA845oLj0pgHOKQjmpGOZh6c0NgnNMC5PvUqpgZoAjHWnFcAmmsfn4qVE38dqAEij3cnpSTMANg7VJM4jXatVgCxoAF604rgZoA2DJoHzdaBiAdTTeaceARShcDJosAwKTR3pzMO3SkC5GaYAOlJTwvFBAHpn60wGfjSU/B9RRj3FADRSjJ4p3FIGxQAuAKaTzQxzSUgDvS0lLTQC9qSlB4oxxmpEWIwMdKsQqrHawPtt61FCPlwOvercB2kD7vzZ60AW47SMBC3CdTkden+fwq2ltgllHBOM8Agn1NJbyb3XJG7ONp44q6ViJ3kqSw5yAcEcYzn3/M1RIltCjyBSfkAPIz6dcn6GrMcarIIwN4BySykZ45P06/jTIi23ylG5toL8cKPaprcgzbkWR9oJyW6/h359aAElPnusbfJGWyQF5PYf5/HrTbiFEUMhAizklV+8Ocj9D0p8Zxvc7SeoGckrj/6/wClOlZWCI2Yw2DwuSQT8vP0wKAEiiLOoQSY4KENhScdM9T/AEx61IOIkRDwASATwT14x/X9aeqiJYV3gFnByz54Pb/69VpvLDbkGNql1QHv0yfagCMy7/3ixJs5AUkZbGSM/wCfSnAyCQjChl+8o4yfft6/SmGUF4ymfXaG4XjofT0607zf3s2xtig4LkYOCRlfr3/WgY6EF45EUrwQo3gBtueg5z7UNhWdUUZKZZvTHOPx5/lSRwknccsCGz1w2en+fag25YSHZuDjb8p7Yxx+Xb1oAfIwkihJYmNQGyTjI7UyNi88saRhnVedo98/U5/WpmRnkxLONi7SoC45xxj8KrYd242gSN3GNp644PbB/wDrZoGMI2KzBgrbuCeMc+3U84rc8L2yyXU11klIgdhxgZPt9P51imPEke4EorAgE5z2yQOn/wBY4rsNKje10iGPq8nztnt6D8sVxY6ryU9Op7OTYf2tdN9CtMQkY2KDuP3wPvY9Pw7e1LJHK4dmKrgEBWOFxj/635fSmSEKsKy8ZcYUEkn3Oep9OnTmgMyoWBUrg4UngDsPfODXdc8Qc2FWNQRlgGLgbscdv0x7VXaf9+rLmZyfnIUgHGO34Y/CnozyzRuZELucZwT9Bx6D09/Wo4IpGChm+Yr0AxjHHXvjmi4DyWmjMvmLFCmSy9T1wCcdeaUIrSswQhzwCxI+XPPTkD6VPONytK23k7QFwMjj+v50ltcGNGkJjTyyclR/EeAB+X6UgEMkMUbLFG24KSseOeO/6Y/OqgPl7QkWC5xkEDp1I9+9Pjnl3xrtQ+aSCc555yf1FOiG5HO5WC4IA5yenX19jQAk2I4jvVmkOCqKMYX6/if170zfJlgp2qoUkk5HJPr3OKfdS/6RuCAID8q7vu4zn68c0TzOVhVl2OcnAbPGcjtjpQAk9s/2kBV2R7Q2Tn5ecDn8gcUIsZaOBUZY8lvl4BI6+vHA9+Kf++ebzGZwic4JAI/D8eo71XLMxAUqVLE7lbBOe316UAP8xfLJgRWjXnJJXaM5z+vQVDEAZNzgs7HIAb7uB0/Pmho9+9I4/lGA4Ayd3r/P+dPbKNuC/OBjII5BzyRQBYGFkkDzB1bkuRkj3x+FN35O6PBCrkFW7n0H09c9KpF/MGFi3EEA4GRnPGP0qYtIWASNVYkZO7kdz079f8mgBct5UaABEX5irNz9PrgntUEkfmZRVjZiSMB8/L+PXsKdFBCkPmHACMQAzHPXP/6/61BLcswIyApxkkcMcdfyPp0oAztZdzpjA8DcMHOc/U98fpXGTNjKjgV1uskJZuScb/mUA5GM+n+ev1rjGO5u9DGhVOTTghYnripYotq5YUySXjAqRiqozjvSStj5R+NR7yBTScmgBVBZhVziKP3xUUCbTlqbPIXOO1AETtuOTQhwc02nADHWgZIQGpMY7U38aXfigBAeaRiTQWHpR5nHSmgE2mnZwODSbgaARTAaTmjmnbh6U09aACjNLSGgAzQTS4460lIBcUmKKKADBo7UZpQRQAoFPYEqD2HWmg05mwuBSYixDjy1BB5HUGrMYUvnHHpUEDbF4HOOD6VZiGXVcEdTxQhGnbccMwAznp/X/Percb/vCWAwPbgfU+lQQBSodTxjgHHrVqCbzIvu/IPl45YjNUIuLboxCy8O3BBPzD0HryKUSHzBDEFDMduzGcgdOemevNRMzeWWIVW+78pyR9PwzTVZViXe7cZYEZG0Z/P0oAmllmMTqGUsMcABSQPb8entUexwx3qpkJBZskkH04/Opo3+eQIQAyMe/wCWOvvz6UKf43XbGBk4Xpx19znn8qAIpMsCshBVEAGMY7A/p/PtVnaGdsOse4cgRk9ug/rntUchUM207VIGW2kc5/P6/wCFEnl26ebEJWZidzBdpI6Y9qAK7RtsVVZ++BgYI9x2FPjAMrGT9zGzEEMMYPHU1dtrKRpUAflzuYKckk9s9SeRWx4g+H+v6bpiXcBiuZdhea2iOZUUc8r/AB44BwePQ4pNpblJN7HNySJJIzEHLfMS3TnsR9OMf1qynMiPGgBcEnGSQqnp/n61gxa1FmMXLLvBJZ1J5J9R/hWvHdiSIqoA3r8zk52ZPXjvxxTAciM3zljkrhewAB6j9aFhY+Zuk3g9S4HyjnPHTjj9KYh+dSynA+bceNvQAEfSrdlZy31zHaQo0s0sqhIxzuYnH+fxoA1/C/hqXxJrKWVszJbM3myyYz5aAjJz6nt7n2r0DxH4G+w6ZLJpV3+8AJEU5HzewbHX68V1nhrQrLwtozW0bRvOSGupV/ifH6ADgD0+tYOvasbucojfu1OM56msatKNT4kdOHxdXDu9N2PJo7czMFkAWNEOO3HTn15//VTmMvmINxGMblJ+VcHr/n61MjOzE7lRejsFyc+n+e1O+2SK+EUEsRjI5UHHIHpj09/WtzkIZXjhIkfzDIzAY3dP/rf1xT3ieIDEn+sbBxndk9Menb9fanKJGDMy8MS7SKo6jgKOw+nv7U1mk2LO7M0ZY7cg4J65/nSAjjQ70cBhlgQpHQ57H8sU1fPyjB8AjILrzx047nk/X2FCF4hsYJtU4Kg4JHPOee3SpHkktXZZFOE5Hy8AY4x+BoAY0e0oBME2ndnaAW5HT8+vf9Kk2KGYFRhWwGBJyevzfrTI3RnEsgXZuyRjaTn9B3qRbiMyMUhA6qDyevqO5xQMjktnAkHLuxyM/LgEDv25H6UsRjjmViWkcjG0euOoNJcMdq7vmIB+42ehPI9+lQyB3SMKpSUnOccnOMEDtQIdKksoZpI92cA44OODx7ehpGhUE+YrKw6JtwB7Y/P88UxoZJAokYr1lZAcAc85PvU5kCrhXV8c59fQZ/WgBgR45iEOwBQRtbbkcjkHuT/Kq6wxJcbiQ7YKk9xkdM+o/wDrVakZm/eSA4J3d+AR1Pt3xREu+75ICsxDjjCjHPHr15oArxld/l+XwmSCCCcj0HTtUp8sbCRsnXLMxOQPQYx1/wD1Uxf3cbhnwinIJY52+386avlxyFkmkDsu4yH72SOuPy4PrmgCRnQTNsbbnld2PQ5JAqiFaGVWDHA6rjA/+t/9arA8qJTIpcxoecnOT1HXr0zj3/CoUQu7uch+MJuOMk9v89/agDK8RMTYvtJwzgAE5JwOvH1/SuSWNYRufqeldj4hdIdOjG9WBIOAe/0rh5JGdsk0MaHSTs/GeKi5JoAyalEYUZc1JQxUJ6VKqKmCeTTC4HCj9aYWJOTQIlabstQnJ60d6UdKBiCnGkyRS9RQAAcUp4oUFuKk2gDJoAh2kngUMMU8vjIGajzTAO1FHajFABR2ooPWgBccUlA4pc0AIaKU8UlMBaMc0CkJ5oAXAopeCKaKQDh60GjGRSkfLSEXICCMkgLjnPep0fysnJ5469BVSJcxqQRx61PGWkfGeB60CZqQu7YOflYZAA69vyrSt38uBgo+YjLEnuOn9KzLc/dUA7m4zn171oKuDGxLcsBz1P4VQixESSsszLlzgAkjdz2/D8zUks4GIoogSoyFOO3TNRlGMWSm1sAYXJ28/pn9KcsbRyYLOd2ASByp7j196AJov3zvGVYjbxwevHT/AD3Nb/hjS21vWILO7uRAkgJYb9rFV67fc9B7ZOKw44iW8vzmC5ORkAf48dD+PpTOHAZ5SpQ/uypOR3H0oGeza18PdH1SMNaRiwuFUBWhXKNjoGTv9Rz9a8v1bw1qegTmPU7bMByEnQlkf/gXY+xwf51v+HPiJqFky29/HJfW4HXI85B2wScMOvXH1r02x1DTdf01praSO5tZfkkVl9gSrKeh56H1qNUUkmcb8PPDX7mHWbtWIA/0RXHXr+8x6dl/P0qn8U/GUekwyaRpvl/2tcxBZ7lQN8EJJwM9QzZP0Bz1Ir0S++1xaZONNiha7WIi3jlOxN3RckdB/hXy1r1jq9jrFyNajuEv3cvL5y8uSfvehB9RxU3u9SloZm3KYIG31x2qxBPLZlOQ8Rb5gfTjio7aJiV3AHkAA5q+sA2ZKBlOScg4wfatBM07G7t54xMz7Shxg9B2wQa9q+H/AIXk0iyXWb2P/iZXKYgjlI/0eM9XORwxHPsOO5rzf4d+EbaSRtd16K8XRUU7GSJtjOMcuy8qq8HOMZHXg16B4k1a50+1mTT9cFzblf35vHWVDn+FJByPxyM5Pak2In8T+Ioo4EFlPOzRzMgwCrTydPmGPmXPOR24wKwmvnaJY5DG10RtkWM5UGudj1GS4nlldRb6tGoS3t5VysCHjcOzD3/Pk1q2cEWn2clzKxCIDJI2MknqeB3JoS0uxX10MmEqIixaRMqcKsYIBOQcj0qNCsnloGIjACkkD5h6+v8A+uogskiKzHK7/ux/7Oe47dKhjZo3JRWjKr0zk8+/Ye9USXJi628RRvLRA25D0J6nB9PamwtMyhn3CIMxz1wME85/nVNA7ooZm+UE4XJ5zn9P8amhWTAXachsMxbJ5Gev0/8A10AP82VY0Q7N8p5JOCe368Hn3pxZpFOELgqQXb5lAzgcGnp5SNGpVQcgkMcE8dR+Pf2pzSRI8nljzHiOHHbtyfbPp1oAV4/mLSRsZwNyP/Dgfy7fhVQtuj3QAgZO1j/Dn1/wxVo/6/fCgcKnZcZOOv8AOoPM3IzvCqKDlliAIG7g5PfgUACyCUkbCXdcNxy3oB/9elYukay7iXU8Lk4I6Acfz9OKiUiA52qMAEA/w56deSD7+1Ss6eR+8VncOQQMcEfWgB0izCceYCZMjHTA64PHp159qqF3faqlQEO85PC9umOM5NSm4fywDGVlZfkVcnAGO/0Pr6VFIG8xcOqrtBkDckNjJB9u1AEsU/nZUYIVc/KOhHXP44H41HM8zTecrMqrw2R37n9f85qRJHlddx3Lj5VXOB7+nHr360R7iRtRzuIURdc9wP58f40ARFw29JCpDAEKCD65BP8A+r9aHUllKxqGOBkEdMH8unX1+tNhTCyI7JIQcu7429cDp29Me1PCRtNMF37T8hI789cemaAGMDKy7HDEDJU9MZ4yfrj9arm43DldqtksVGMD0P4459quYUvnzAsTAnbnrjP4daouiNEFEYC46lcMfTPfA/rQBi69KjacBhhhgVLdT14/z6iuTRC5wK6jXVD2CSu+dr4z0JGPT9fxrmzNtGEGKGUh2FiGepqEktzSFiTz1pNxpDFCGnbOKbvNJuJNIBwWlxSbyKcHFAAFHU9KRmHQChn3cU0cHFMCVBsXce9Rs5P0pz7nwO1MK4OKAEpRSAc0p4NACjGKTNA6UgHNMBaAO9LjoKMigBD16Uh68UpOTSd6QC4pO9LSUAA60d6KM0ALRjNBpQaAEzingjHSm4HWjsRSEWLYngCrQU5Uqfqc1WtmAU59c1cjUvkFevJ7cUCZcg+ZFVc9vpkGtJEZRk8f3cNggY7/AOe5qnb5QfKCpIAAGM/SraHaSSxA6cDJ/D3qhFg+YYtu48gZIxn29s8mnxbiijewVCqkE9/r2+tRbxFGYjEzttySTgDPNTquyJPNGXIy4HY9hjsaAJ5Iy+1lDIueAOARj+v+etMjaHcjquckjahwQTj/AD/9amoQUWbl9hwuWyM8Zx+vOP5Vp6fZSXN0iRRb5ZZVEUa9WJzge3f/AD0Blrw9oVxq2owWducblJkc8iNM8npz16dzivX7q50rwd4baVyIbG0jwB1Zyew9XY/r7Unh/Q7Xw1pAjzEJNu+4n6LwCcA9kXn9TXhfxD8bP4r1hYbRmGlWrkQoePMbvI317DsPcms27uxcVbU7HQfjSj38kWuWIht5JCYpoMt5SnoGHfA7ivRbqy0Lxdo6rcR29/ZyDcjqc7fdWHIP0/Gvlcr+828tzwCeldH4c1rV9AnE+n3RhQn95EctG/1X+o5otoO5p+OfDFn4R1pLW1vhdJPGZBDJ/rIRnjdjgg9jwateBvC9x4u1YW7bo7CPa93Pk8J/dB/vN0A+p7ViRaRq/i/xSUDi71C8l5aQcD1Psqj8gPpX0jomiWPg3w5Dp1nywGWkIw00h6uf8Ow4qo6bhJ9iPW9Ri0Kwg0zS444GSMKoJ2rBEOCc+1eKX8y2O/VLaEnSklO+2ZSPNOcGQA8BsjPpxXX+INWl1PNrcXQexiUm5nJCiQZzt/Qc98ZritdlkvbG6kUtHaLCYoE2lPlOBlgevQY9KajfUhsLKNpvFEF1O7M81vI+W6DlSAPoP8a6U3BO1kMqZAMZUgFx6js2f7p5rK1a0C26SW37u4tGDIccZ6bD3UEcZ6flWlpt2L6yFxCAyuu5i4+ZSBjDDvjpleQetDdxrQ5uaUK7qvl7yCQoUE+wPpxn6flTYYRIgKKYlZuvI+n60kZWSYO04AYY2r2z9Oc5/l9aXJRuc4yMgNkA9/z/AC/OmQToqxRhs7gpO0EfLkdv/wBVNCSSJID84J+bLZ+YjjA74/LimeYohcMEkLHdlT/EQOnXPJo3nzgSqxjI2quOv19M/nQBMgWMKGcMWPXr+IJ/z9aSZ2gcQLEq/LkoF9Rx/P8AWms/3nclpD8oABznGP5dz1xxTVBjw5UMNu05YA4xyT7e5/8ArUATqYooSrAlGA4ByMjkZ59s1G7qZFljwsgPyrkngDn3+lQF9m1FZmGwkbhgnPTNPeSNIpQY23njzOpJwDk/r+VADGKfaIpZmICt1CjCt2/r19Kc5Z4pCQEVslsH5jz78YphuWeQbA0eGOcnjJxk/wD66IsurDC/KccEKD9aAFYSNdZiyUCblJGecHGf8BTmE0SBN5WQkAIo4Geen9T1/Co/OeMsyOm8DDKG5Azx1+vT9ahV55icxjG3AULweef8/nQBYeUQoNvJzkkt2JGQM/l+dVVEr+WrFgisf90+g/LjP15pSh2mJwpbHBwCV4689+1S7j5RxGyKp+YqeemB/PpxQBGdhkJVGBIJ56j/AOtTg0OwIxUSbs5ToOecetRgQjYzwszOw+YMDjkevXPHrVmBIwxdhnYxAA9Oeh/zwMUANnEcagNtaRV2BQOVI5xnt14qrJuIcsyuXAL4bOAOuD36gGp5HSNJfKYLlvlx7Hn+VRSBzbSOxYZI5K7e/Ud8cenrQBzniF0aCNIlAXdk4GB06fT/AOtXN+Wcc102ulVs0VScq+duMdR1PvXMFie9DKQEUgGaBRk0hi45pCMUdDQeaVgDmjmjNLmnYBO9L0NJ3pQMmgBd7U3NBxnilHFACDrSt1oA5pDzTAUGlzjpTaKQC54ptLTiABTAaOtKaM0maQB3ozQDilBFACUUd6UCgBKKdjmjFAAOlOK4Gabjmnc4pCJ7XIYEAZB71dhG6T723tzVK1JXPFXl4ywGCOwPU0CNS0CuwwCx+h6+gq2w3O7KWLHAG0cE9eP/AK9ULUr94AgBTuOcc/5/lV2ILJNGGfgdDkYGDwf/AK9UBLCpV9zgbB3PIJ7VYR41LytCX3ZUAnHGPT8PpVdQrAiMNwcg4zx6e/pSr5ss4bYcBRjkHnpj8f8A69Ai5lnRtiKisRjIO0Z5PTr7/pjv634F8KnS7ddUvlY306ARRt/ywjx/6ER19Bx3NeZ6ZqNtpGq2k93Z/bYIXVniwB0HHB4ODzjvjtXbeMPihbW3h8Jokskmo3I27yhBtgerHP8AF6e/NRIqO5j/ABW8cec0nhrTZP3Y4vZUP3j/AM8gfT+978V5Kw68gsTzxxTWLsWPJ6kljz+J+tWooiwLlcj7pUGkkU2OtYPm4j3NnaQT3q9bwyPNGkeXLHACrkk56Ae5x09KSGBvMbDHII+XPTI4FezfCvwSIEj8SajHkkZso2HTj/WH6/w/n3FX0Fc3vA/hGHwXoMt7exb9QnTdOFXcY17Rj+vbPsKwPFPiC7mufsEDAX1yD5p5CwRcZGR/FjGMnjPbOKvePvGkWghTK6rcHP2eHeCMdC5Htn8T7CvME1eHUY54dLu5EvZ/3k0/lElu3BPT6/XHJzSA1IL20v7aSyswZbaJvLaVzncwPJHr0Bz/AIZqXU7JptIuLWNRuaJuem0jp+uPzpbKBbO3RI0UEfKi9j9cDge9SANLvViS5GWVx27bl7/7y0XewENjM1zp9tcIQqFFwPMxgkdFb65+Vsjik0iSWHUdTgBcQo6SbHQoqll+YeqHIzxxVfQpbeDUb3TuoiYyRjIO6JucejAHPHX6VPoQE32nU1A2XMoEJBIwi/KMMc4zydrdqAMpISrIxKEg5I7kYGDgc0wDdszgAttYkE8kcjFPVV3gbwXTO1B17/rg/rTopjFCB5pyrcqh559+vX69KoggVJQrRq2AMBcLyRnp29+ac07qzAfK75Rvl5yeBj19KVSo3SxYVj0C5x+H1/rQmHdUBH90gnoO2Rn/APVmgAaRflUbmDEksEOR7Aen+FJIzJJuO4AH7u3kgZP/ANf/AAqWT5IhsCMXbIKn8+34UyNlErARllIPysQMnOevYE8/5NACgrKv72NkjjBO7cOpHIHsc8n+tRyiEt1COy/MwH3PoPUfQ9RRJbhlCKhjfcxYEHr/APr/AFH0p7qFO7jZjuc7WHqfT6d6AGKhWZyrIF6bQmSPr1zzSzypDEBkSSgnqcDn1P8AWqqOscIkZQAWGeSOM9P89/rUjSxBXKGKMAYxnkn19BzQA0SqygkE7WwCrAFiBz07fyzTklEmcqenykHp6/TGD9c1EEBxHGUJX5RjpnHHP41YgikARIlTeu4kk4HAwQB070ARyfvNjnIGSFBGPwBP8z0HFWJG3CMBGCqfuq2ePbH4VFPH5EMR8yJyVwMjHb9Ppz+HZ/mqFyW2KqsNyE5z0+mP8aAIdsr3SxTRKHz8qAfMc9jjse//AOulmmaRxEkQAOR8x4Az29v8faozcSEfuY3wVLguSuT93/PvTYIwjbzMrO6Ybkj5cZ/I80AP3sRhQxUqdmSeSDjn/PWq8++W6DPNn5Nu3POR9P8APTrVhIsoztKhQEghFySceo64wOBVaWJ1dI4/vMcudvH5enOf8igDD1+N44AWBxvIHy4Xgc49a5mup8SFktYIAQx3Fsgg+2OK5cqR1pMpCUUAUGmMKKB1pc44oAQ0Yoo5oAAuTinsdoAFA+UZxTCcmgBKcaTFB5pAFFHaigAooooAcBjk9KaeTQTkU5F7npTAbg0YNKW54pMmkAY70EYoyaKAFwetISRRRQAuaN1JgUuPegBQ1O38UzFOCnBoAntiMHk1bhJWTkgZHPf8qp24zkZ5zVvHGVweO1IlmlboV28nJHQjOeKvruTB+YbVGAAM/X/AVn2+9/LzlQQfw71piMsABHsPB7HJH+HBqhCxyeYJIljUKOU7AeuOf8mpbiMlAURVHAIAIAxxj+tKJIAysMhgwPB4zjv+Wcf0qPdtK5fMfZUHAz2+tAybeTGoBZDg7mUnJx0P5/jzUYt2MMgJQqTyTkA5759BmrEkhCeZiNGxye+Md8/hSxD5eYncYAO85bHHr9f6UgMuWwQg8DeGx6bvcegp6WRG1QOo654B9/QVeQRxsVDq2eqjJ2/j+n/6q6DwzoM3iTWI9Ptd2GYSyykZWFO5I/IAev40DHeEdDtLyV9Y1phb6JZPmTIwZn4xGB37Z79AOTXS/Erxx4usNMiex0M6bpcnS4lAeVfQMgOI88YDc/Q8V28Hh/T28QWOnQoBp2hW6zpCTkPO5Oxm9SArN/vMD2Fec/HTxa0PleGLSQZkUT3rKe2coh/9CP4UhnjWsa5qeu3jXWp3T3E5/iKgYHsAOKr2F9PaTCSKV0xyQrlc/iKqMdxPtSxDLYpiPXPD2oy6ratJIWE8B2SIQFcHGQfTkdQeCRWwI9gLfvFVycgk4Gep9UPuOP51wvhPUfs95HuBZZ7UBiDzmNyufyx+VdzeapDa6VcXSHf5cZIx1Ldh9cmiwHNC1Gq+KrqOGRo41txHdnGWf5vujBx7EgZx9a7S1gCyJtRPLVAm0HrgdAejD68iua8GaOqaVPcTEfajcuJc/wABXj5SOQeSffNdYxTDQK4STBO0rncM88d855I70hnEeUxUIAo3AMQrHIPUfQfjVUvNMGXgZbLDoc/1PU0E75QVIUFOdxwTzx061OkCou4Kw2ggl2HJA/OrIIw7CYgHb+7yR1DEYx9Bnv8ApSqZWLtvXaSCSU7Z7/r+NTSJFETuf5jx1wGOPX8Tn0zUUHnxq7Ljrlt/54/HI/SkBH5buCTNzjC56A+/p/8AXqxE6oMOSApGFxgk9h+uahi8xppHlKCMjg5H1wMenpT8soCOcMWxlvbrgD+VACO48xlMmwuMlcAYH+NQmKYAh9zseB0Pcc9eO1To8YQYCtIRjcyn5B1I+uf51HE5hj3SKpHIK5wT9Prn9aAHAbopI3xggtlTgAZ6ZA9OKiPLFuBkgBSM8dvallKRo/8ACSFCLnPHX/P0pRI8YYED5m37sjOO/wDLrQA8YSMxRbB/HubGT9aBIioyyurruABUH5vp6dfx6UkdxHGXwI45DGOwPfgd/X0qFinygE88KScexP8An0oGPlSJYw4Yt852heB14we/b/61AUzSFsgZyw3L3wB06egpokI+UPu2r8pHt/n9aeJf3WdpYRkL97Pbp9aBCJCkkbsyMqJglzzweDkd+nSmROkbYd1kbGNu7BH0/HtUm6dxmREQHhieMe/TuKqrGiI85fLq3DE9eOMH/PJoAka5MsoHlADBKAHk+36VFAF37tpDBjuJPp0Pvj/Par0giARmUAuMoB37H+RqijJGyLuQoueCQdxPp70AYviFokgjYOWdpGIx0I9vxrmS+e1b2unJR26AsBz2/wAmsDO49KGykGaOKQjFJSuMU0GiigApR1pO9OzgUADtkYplKeTSj9aADpSZoPNAoAKKXg0vFADaOadxSZpgAHrQzenSjdTaQC470AUvRaMmgBNtLjmkPWkoAdgUbh6U2louAu4elG4elNxSgE0XAeHHpSEk/SgIaXaO7CkImtuucd6toRvwfzIqrbjryAB+Zq0hAbBJJ3emaBMvW2AzMjkY96twszLuPzAcEN8uf8BUFvuyoD8n065+lWwqlN2SxJweMj2H8/yqhE0aEkoOBuABI4APf9KmkXDMpTqAyrjGO/4dc+9RnmF5UkVAOM7fyx9O/wBaFDyO7s2FAAORgDvnHc9ffmgZc2K9sShyx+Un89vTp3piyYztG2IZwsfJOPf156+lRxSbo/LHzYGAScD68+386kLbBErN905CjPbt/n1FAFmw0+e+uI7a2ieS4mcRqkfVienX09favefDuh2vgzRFtInWW/n/AHk87fxEDJJPZFHT8+prK8A+GP7A0oavqUA/tW6X91AeWiU9F9mPf8vWqnirWHuZZ9Nt5GDnBvJ14IHUIp6Hoc4/pUsZkT/FHQ/DOrau063Fyty0RhEGCXCBlYkk8ZPI9jXhPiTWZvEPiC/1efIe7maTaTnaM8Ln2GBWn4raO+1hhZxoywgpuicMGHXPH1+prmCpXqCPUH1osMaD2NTQD959RUBqWIsH+UZPamI1NOvpLe7tSi58gOWHqpOTW7fX7S3rbZiCSjWykDYc/wAZ9cHPHaufsyNO1dDdr8qbhIvXsRj654pUsru9tTcxgGFGKom7LAZzjFHUq9lqej+EvF2ntGmmEG3dc7XblZTnJYnsSTk59etdj9nVo8RRJnO4Ifuk+o9DyeR6147FZCwgNuSBcyKDcuP+WQI4jB9T3/8ArVc0DxnqGgXi2jN9r08Njy2PMa56oecY9DkVF9bBbS5uW8aqSGUg4OSORz0/X+dTCOL97G+4OrYJAwT6D39KgkKgjynJcZwwOdvfPsaZIXaLcSI8fOFXJJ55/ka0MySWYiXIl+UHIXOTx3+tUEk2qw81lY5OegIHv371ZjhiLLukfc45BA4981BtthOzOwZSw+XHAP8ATnH+SaAGq+2M7MxnBzgA56evT/PrViCaZLcDYWwCA3BIx0OOmOtSbEQMFBxuyvQ8Ht+HNMMoeZ0wzhhnO3rgY/mB/kUAAYIsbZIYLktgk+mP1/lSqQQplCoFHJPXvx/kd6R3Esh2v827o3X8T0/xxSYbySiozNI2SzcE/gP88UAI8kcqBEUYA3Fi3TPT/JoX98sq5USdGOTn8+mP/wBVL5aqUTzGBGT8nrnrUcm7dKgZSRncxPyL25Pfj8P0oGRJbtG5KlXZskvyMAHj8ME8dsU14OANqsSNy57DPH0+n+OKcFjRUR2kfcN3y4GQCMc/rVhGjgdWZBuXAHzdDj19OnP19KAIooH3syFY9rAtwQR6j2P8jRIBFZhliLFuG284x0z68fy7VIrMUKiNyXPORk+mSOvYimrOonYnbkLjaF5z+HagCKS4cwYw0eTuAZc5PU/Tt/kVFuZII1i2Bs5xk5JPv2HerU0jBBJIhRmbGCOAB646VDGwZCAgMxBClVzgjpjnsKAJn/dFWaNHIzgsSwzx+I5JGfcVWkgV0LSfu3yQpORg8H+f51IYVeXyiMlh93cSox1H1pkk8SSBCrZXB6YJ/E+nP5UCOd8RKEaBN4ZgpzjoOe1YAHSt7Xd5uQ7DrnBPAPPUVhE85xSZQh60beKOpzikNIAxRjFLQTQMT3oJzRRjNMAFFLg0lACUUUuBjNABRRRQAUlL2ooASl4FKAKGOTxQAhJooo7UAFJTuMdKQUgCjg0UpFABS5A4FJ/OnBTQAmCTTwgAyTSYNBHGc0CJrfIJIB/CrKFkGVz6cVThJGSM+nAq/GCeMZBHHOM+tAmaFuHwpU845Pp+FXIy8abihO9doOcA1QtUAC/MvXrnmtCEqHUEFxk5YEYx347cH9KoRJ5pWHZkEsuQ74yBnP8An6VIqyqyiRiWPBXjGOnI6gdKDNt8yOIfMxHJGTgmkHyAsBvxjbk4HI/wHb0oAkEJO4gkBXABLZHToM9e1elfC/wT/aFwniHUQxtYT/osbjiRx/GfVR29T9K5/wADeEJPFmr5l3CwgYPcSI3BJ52L7n9AM17xcSQabYrDCixRRLtRFGAoHQCkMxfEuq3lpF5cKgyyuwilA4hXHVvc8/qBk15Dr1/YWNvLpvkyCEQiQeWxDO7NwnqScEnnoOa3PGvi9LYvCzyqXHLRcNGp43KTwSDjA/8ArVwSr9uuvtj3F1coq7YXuW+Yju2Oi5/pS3KKMNqyorSEZxg7QFAA7ccVn3FnHqEpZlwijAYcFjW3dAyuLeI7Sfvt/dFQzwyLAY7VVMgU7Ax4GPU8YHuavQRyN5pptidsoYejcGjTbia2vUeEL544jZwDtb1Ge47ehq1dfYYQ5mmN9dtkbkbESfQ9XP5D61lB9j5XseKh+Q0TXIeK5YOuGHDZJJz3NblneiO932KMkLopdW4G5enT73f9axFmku72NnALFlX69q6jUcwWaW1uMyFwM4B3MDyB7D19foaL2Raimya8CJbotsCzXBLKCckk/e3H2PBPoB61SNpBZwMU3y3TdOgBA5YnPQc/yFPW6eLdC67JFJVlI5U9x+NaOj2/9sXAtbeMPdtgFmX5RGOdzegGTx3JFZ3TZo0kXFkLA/Ip+9ywOM57EevrQxdmRXZd2AGGOnXjB/PtUy7lVQH3bBuHBP059v8APSoicI5LfOpBLAY7/wD6q2OYY5dSEjCmULuBPXk4/LFQLb+WgLuWZieT0Poff0x9auW0SsUlczPkcAABfp7D69qdOyxqrbAC+VwB1xz2oANka4yF8tcsQrAZPfk/57U1YlLuSGKr1K85OCQMfTimySCby4ljZ8FQBjGf8+9OeKRJEVWIzu3vu4zx+PX/ADxQAnT/AFSrtI4LNye/Xv70ssgMDYIXeoyePpye574qJFYxrHEysFwwJzjIOOfT6/pRDEnmhpgNqfKM9x6e5oAYB59yVwQpUn5iQfqf896kAG9IhKgRBkhcN/8AW+maV900cm2Tksck8456D8qRYohsJJyfmZQ2OPf8KAI5WxhwwLBgoXZ94/hTc77gtvZthOPy9O2O1Okh8yVTEcKnykdCR07fhTomHz4iDypuOS3T+mBx9c0ANZZC2MMAcELjGcHvjr6fj14qG4k8kKu8bnyeFOS2Og496lDvHuBRQSoA7g8cYHT/AAFIlt5igNJ93PBPXv8AzoARARuKhcswIZxkgYPU9vX9aQgyTN8zCNFwp4Uk9P5etDTrFGwH7wYBPH4ZzUGQZWYqgDA7Rn+LGf8AJoETQujuVPCKp3FV/wAP51HMkcLyMzONwB57D1/PFMyzRNGiFfNA6Hg9+PXqeKZDayZclmDHP3j0AwDn6dPxoGY+v8zxqqkFVx8xB79fqaw2xmtXVxKjxCRtztGPy5xVCCwurmeOGG3lkllGUREJZhzyB3HBpMaIOO1IVq1a6be37OtlaT3LKMsIIy+B6nAqNLaaUyBI3YxqWcKp+UDqT6AUgICKNtLsJYKMknjAqVbecxPKI3MSEB2xwpPQE9s4pjItgHU0u4DgVMLK7Nqbr7NMbYHBlCHYD9cYprWsy2ouTEwhLbBJj5S2AcZ9cEGi4EW7tRuGKVYncNtRm2jLYHQepqaWyuLeOCSaCRFuE3xFlI8xckZHqMgii4Fc4NBxjir97ouo6asbX1hc2wk5QyxMob6ZFR3um3emzrDe28kErIsgSRcHawyD+INK4FPFL1zVhbO4dY2ELlZX8tDtOGbj5R78jj3FSDTb1r9rFbWZrpWKNCqEsCOox7U7gUiaKujS71r8WAtJjds2xYNh3knoMVUeMq5XGCOtFwG5pCavQaVe3UjxwWk0jpCbh1VDlYwMlz/s45zU2neH9W1hJX03Tbu8WEZkMELOE+uBQBljpRWjDpF/dW11cQWczw2ihp3CHEYzt5/GqsFtLcXCQQxPLK5CoiKSWPoB60AQdqOlaaaHqUmmyaillM1nFIInlC8BiCcfkD+VWl8Ja62knVhpdwbDZ5nmhf4M43467c/xYxSAwgeaM1rz+HtVttGi1SawmjspnKRzFeCRjPuByME8HtVa2067vIriW3geWO3QPM6LkICQoJ9OSBQBS5xmlBNbt54U1yxWy+0aXcob0L9nGwncSSAuB0YkfdPPtU2o+Cde0oQmfTzIJpfJQ20iz/vf+eZ2E4f/AGTzQBzm40vJNbWveGdV8N3EUOp2jQmVQ6MRlWyAcA9CRkZHY8U228OaxeQ2ktvptxJFeM6wOsZIcrjcR7DIyeg59KBGZbsVYgDvVtdwJNOv9KvNG1KaxvoDDcRNtZT09Mg9x7imooCEdD0/CgTLsBBxsAJJ6d8jufbrWlEpDN5ZXrywPOM1k2uWABON3IOK01VUjIZwMkcgc81Qi/5YIAYKvyjBxxx7D27Z9KveH9Au/EmsRWNpFl2fJZgcRp3ZvYf/AFqq2UU15cRRQo8kspCRxqu5nbIwMetfRHgzwpbeFNIAcI19OA08g6eyA/3Rn8TzQM0dI0qx8L6JFYWY2xxLku2Nzt3Zvc//AFq4Xxp4qgsQ2+UEAgeWrDfz3x6cH34wOa6HxJqfyNDC3znv6V87eM7q6OtXP2/zd28+TBKwZVj4ycjscZA7cjrzUjQy8A1LU5ne9W8Visks6qVVjjhFB6AdPp6c1de88lAsa7pTwi9/Suct7m0mkiiEMsDkhS0bZq7C6I7TC4ad1OzBTay+uR/X0pRu3ZF8q3uaNzdjToYgyM5kbl84HT1NclqGqT3sjZlPlnog4X8v8a0tavrieEJM5O1hlBwBWIjRGU74j5ZPRW5H496uUWnZk81yElj64pverkkMY5guBIp/hI2sPw/wqCWMoVyQcjPBzUgJHlWVskc9RxXoNjFCZvtjHCqAY0PUDpx6/wD681wLIRHjPviuv1LTrq2eO+EoVfLXy3HAVducMPT+ZpNMcXo0VtR0mSW5jNjFK81zLsEfUBjjAz3yT9K7y9tJfhx4LZre3kn1O5+WW6EZKRNjqT2A5Cg9TzXEfbZdRtokERTH3wD949v/ANVdl4f8c6hpkAs79TfWe3bsl++q+zHOR7NmslUSdmaqjOSuUWSGzjkVtwPDZXjt+Q65xVIpKC7xxOZAPly3H/1vw7VIbtnLybGZMgqeCR26ev8An1p8s2JAImLIfnYBuR7Y+v510HOOjby7b94S74wQowBz79ugzVZbmbJwmMHPy9CcDj8hj9amOHBVlY72wFJJ49c+mO1MjXewVQyISCFGM46Z9vr1oAFnzKke5W29h8rD8fxNTSXMZCoIzGh9Dkn0z3z9ePaq7IDIEgKqSSpJ/h/L8f1pVkj4+QDIIYN0JHsPX/PegBgkAiUEEq7bSx5wO/HtRFKVAt1idiDtGD19etIflldWC4z34GT1qQIWkJiICHrnGcDjt39zQAudrq+1S6tgYXGz6+uM5qMIZZfkYiJSS2052jr/AJ+tQ7TJkg/Kpx8vrVhtoMYyp5wdh5IAOf1zzQBHICECLIwBHzEgZ+v5U11Ro5ljLrHnadwA2kdM/X0qxFGqSRKVkxhgmV7+3+e9RiZFEjypgqMgqAM59T+PSgCJMqxnMkbFeR8pGT6//X9qV0leXaoQBsKCpzjtz36/hSKWvGdQGLlRhSBgkfXp6U51VdzyDaWxhc5C49/SgCu0SIrI5LhVYHACj/ORS5b7OqBWDKApdzwvtgD1x60SSLGeWO5Mqw2bsf7vbJpDuERYMdv3QSRuz7f4+9AhRGUZAAQ545H3e/f/ACKfK7ISpjLNIvV+OOxx9KiRDhG+cBRv2hiw9KUxusicSFCueM5z659uKAL1hqWhQuINZS3+1QQO1tPdQNNbB2dSA0aYJwoOM5GT0xWnpPjfSX8Rxhr97do7JYBqcluqxOVLMVMA6KQ2FwQQQM8EivPteTdqYjiBJ2KuF5JNU10vUDHJKLG5Mcb+W7+U2FY4GDxweRx15FIo62Xxxam+1GP7BdNZXVwk/mC7Md0HVdofegCknrtxgHp610Vp4s0e41XWWs7ya2DxrJ5jwrI12oRQdqkcTZB65U5JI4ryi4tprWfy7mCSGQc7JEKn8jXt2h2MFj4bsP8AhGzaJPPta4vbi1kmMqkKSylBgMGJBRiMBencoDh7CfRLOaHUhHHZ3C3TSzR3yvJIiBgV8oABWOMjJxg+1W4vE2lNomoyRzPDEZ3JsWCGWXezFSj44Xn5sglcDaea6TV/EGiXt5FpZnbUI4QX1CQCPyGj7kknaCM8eXznADHpXOR+EtA0y+trq+vlutOvHnNozyCGIogbG9j85Odq4CgZOM0AZ2heKbKOW1XULeWJbaBoUkglPluu1sLJEeGBzyRg9zV658R6SfAkdus0jNJmH+zgyh42AHztJjJj6FRgNnIJIFXPC3hfTrW6SS7tbi/wAxl8oIhP92NXwf8AgbL9F70a1oek/wBo3M9+tvp15IrSwF5mEcjhvlLxiPC7ujYbGTkccAArtr/hzStMvotPa3mt7u3EUdnFbOkxO5STPMx7bTwhwSc8VL4m8ZWcmn6c9hdTXs5aO6jWYjFoytnbKAMSyZyM8Dbt4zzWpLY6LLbz6g76RhnyqR21uRFnorsSNuDwHK7SMZwaanh2WTTpb5tHhltIsiSJLS2eWMYzkxptcjHzfKxyORkc0AYlt470ldJuA+lTR3kt9DcyRxXcnlsVLEyIWJMcgJHqD9Mg29d8V+H7/XbCK/uJ9Us41MhuZs7I2ZMKvlKRu2naXOcsQcYHXEv/AAtbT3kT6bvETbJJ4Yt0xEDHieHI3OmM5UjcpGDnrXdeGde8OhbrStItoluIQ7xC5sgBKiHkE/Mc7QSS3OT07UAc3P4x02P+yrNZ/O+zyyN9qsoBax2yuFXbGn8YGCW3D5s+2ag1PUL28vdQ1CwsJtU0+CJre7vGV1jkUkMSu3HlqD0wScY3da6XxBptpqNzceXp0L24QXzpbWRt3nCLITGGxnJJTJGcjJAwMVX8NSmCyfRLd7hrRh9qhhkASO8imQHyZJMEI6n3AcZUkZoAydD8RaYNR0tomurCNbcwteXGZUgbeW2vx+8j6ehHHoagXWvD+o6xf3MojW63RpbXOqRPcrIqkhmKJgBz8pAwVwMe9dbF4wtRrUWiXmlXGkyxEBknH7yVsgKiqBt5J/3cevSn2mh6F4fjtdacCEXEErC4ALEKxHzuB6BgwK4IGRzjNAFfS/G1nPr+oRwyahYTzwRrHMsI332xAmFiIwkhxlCOBnBBxXOzeKptG1htN8QaDcW1r9ua/VBdSR3MDPjLhwQJDxnkeoGK6ex8U/8ACTBfI0aeP7M+Wv1mCwRMucOr7Sdw6jaNx6EEGsTVoV8YavGbpL+4lKtp1q8sfkuzKhdriRcYUFmGF6AHk8cgydfiPp7Nrlwkl5aB7uS4jt4ZSovNz8YJz5LdN5XqvGAeayvDvivQ9GSyv7fbZ3MDM1zbxWYkmuDuJAWdidiEEA9CAD1zXa6FDFbxGQWlkk0kojDPp3JRVGWLYGc7GIU88qScGuU8S6n4e8Ym9h0ixu3vYkRrWSKzADtuwwLDkIVOfmA5GeMkUANh8f2Efgh7cm4W4LND/ZYmYQsGB/ebvvCPk5iBwW56cVmaL4/gt2E2q6ZFPewWD2lteQExyY8sxqsgztdcHHQEYHWrWh+H7O32Rx2o1G9kkMUbCNZRI6jMgiViE2JxulfIz0HGa6DUbP8AsmaOHUJbeNMgSYktmEbkDCbfIAZyCDtXoMElQQaAMLU/HGm3nhKztAtzPI37uXTnncQ26gjJU53OGwNqsSI+farV/wCPNKtdP1CDSYpLi2ugoi02SySC2tUDKx3lDulbgKGyOOc81pX9rp6wm0+1CW1uXjSeOK1WRkjDBmAMEQUuxAHDYUHqxJIveG9Gi09Lie10lVtZ0bMcJmSXr/F5gY7R2UrtJ5OeKBHMeJfiBHPHpjaPLdPcx+XcCW6kZzZOpyI4wThyCTmRtzMCBniqdv8AEGIaY8beH7AXct3FNOYEMUc6KGHKqflky3DLj8xzrSaBpemat/amoaeLa1QSCRWg8+1lVlIUkId0LZI4+7/dI6VZ8LaPo9rNb61Y2csst3bYh2s08NlMxAyzqA6EZI5BI6g96AL939t1DxHbXf8Awjeo3mnRxFhd3io10HZMBgkhC4TjClfmxuOSay7/AMdrY61p+nahbam8NpI/n3d8PIu0L7RuiRMCMLtBC8hhkHrWrpPi6z1bTLvSJGvdG1CzL4kt59xZgeSXbAk6crKckDhieKx/iPqdrq+k6bZl/t2txsqpIoQzuoDb2cRkhQx24XOeCcDPIBxXiXWItZ1yW4hEjxqSqTSsTJLyfnYdAT/dAAUYGKyo2IPGR26Us9jdWLEXVtPAwkMeJF2ncMZGD3AI/Ojkr904HX6UAyzbnOM+vQHGfx7VpAh1wSCQOc9uf5cCs22O9eCMkfjitOHKkooxxubJz+HvTQjRgvZLK6S6t5nSSI7g6NtKAdOeuetdvoPxd1mIG01W2e+hPCzov76P69pB78H615sX8x1JVCrfdbH9KeNw+dH8vYuV2E8dic/n+tNq4Hq+p+IIP7P+3ROlwZB+6G4De3pnt7+leQ6ppeu395Le3dtJI8jZLIQw9gMdqXUA97tLyyNhiQ+d3J68flyKoO99YnIuZRGejpIdp/8Ar+3XisZKXQ0jyleaynhP72GVP95CMVuQC0QeY0xdjgg5JY4HJ/T8qg/tvWNPlWC5mn28bo5VDZU/UY5p0+rwRySRw2UM1u3UyphnPXPHT6fnWlObhq0HKnszG1G4Ezjb+P8Ah79OtZ4yDXRFdPuIDcGCODaSGRJCc+nB79xWA6c/Kcj1puTk7sTSWwqsBjJHXuKJHaWRpGOWY9cYzRDGHkCs2wE/eI4FWZLGeJQdpZMZ3Lyv50hDVDXEqIBl3YD8+K7jW9Q+z2S6PLCr3DKpmJbPlgEFQPcgD6A1zVtPHZPFcRWO6525BlOI0PYhR17HJNWNEs7zVNQMK7prqVjI+9se5LE/zqZS0NKa97UvwqttGJGXjncQQduf/wBdatlpl7q9nNdWs9tDBFkGSQnG4YOOBxwetZF8l7pl9BY6hprvAZF3hG2icDqFcDA+tU9Q1+aCS4sdKjNhaGXcY4nJJPAxnPTPasI0urOmVdLRG8VYwq6gBgOSAcEfT1wakkbcAsZLMW6jq309OlEm1pAuT85OPKB+bkj8uuPWnB8lWVcoq4BcZ5B7f56de9dZwCBn2K8WGySqjGcnA/T/AB+tMdXkmHmEZPGdueO/4df54pyq4R1MzIecxoOFPt6/hTXDMdu8DIZAAMH0/M9aAECrveOJAGGRwOQM5z0/zzSqm1ZNrjc3+r28nIOFxn61KUk5LyHoRkrzn/Dr+tVnMiqyry2QPkAwOMf1oAkhibcFywySxCjIK45J/H+dPMT7h85iY5UgnqPTA+v6iolmkDB3bbz8oAPzHpj/AD+FKZIi+4Fx3Hlj72euB+f6jtQAbXS2wxI2gHcvc8Yx+v61MSVbcNhZnA2/44qGSRSyk/vAG3hRkHb/AHffHFPgUSkNuGNxIXPTv07+tADJ5HRkkEkpKNuwpzkHr7j/APVToLVvmwSVUbi7HGM98foKa+2PbEQwDZYkjGT1x9P0qS3O4YZyctnnpjHU9+P84oAQrNCyTI6hgNofGTnr25Hv7VUxK87INnX7hIOcf5BqUJHI/wDEq9OSAPr/AC9elM3f6Q6YHltyNo7dBx/hQA/C7H80nzDlimcEHHU56CoiZJ0AZMg/L229P585xnvSyyKJPLQklcqX5555z/nvUCnlEkDMg+YdwMkHHpyaBE1uscT7ivztnoSMHtyevr+NDhpwQocqMcAdx3/n9eafIpSV3O5gSdoOfTvx/hUTtKsXlo37wD5uccdT/X6UAXP+EosvC1jDLpthaTa+87yC+kUt9mjA2qqrnBJyx546cdMU7HxV4p1RL6ebX5reFfneRtixNKSMBvU4GeAT8vT05/W7Ga3W2uWH+jzqRG+eMqcMM/U1f0bW1eKCznkmimSVTDdREL5CqhXoFO7I4Oako6608R6pdNdqmpaX4geWCONoLiBTNOP4l3EK2BliCMn2z0jGk2OqagZ/DStpmqxzfudLbe1peSRn5jFIxGSOCVYDA+tVp9Qs9b05Yb+KxuJUjMouZrc208aZ2gs0W5Vw395ec+4NNsnvblobXXEaRmYJZavA6uSQQwjEpyoYkKFc/MOhyDwAReG7m7uvGeoy3lrFaozj7ZBFFtIw2BEmPuZYDp0AOPfprYWV1aWmuC1kuNUkhJtpJoWmSBS7MueQzlRlQeWIUkDAyYNR1CJ9Oi12doYrpWWw1B7SAkCWNg8dz2DfN8pHGcsBkip5bW31W1sW0pmDWbJLE9ncq/lOAFBXIAZSoAwxRhj65AL+h3MrRLdl5tTuZ8CIIrBH/wBoIuDg8hUHzMBudlBrSurm9lWGykdTd3dvLcw2ttcJDEVjIHMgGGfJJwDtAU/ePNUbnU9ZNi9jLYwCJl2yBLV4i4/usUuOntnFZerac2safaWmp7VsrPmC2t7cQLGMYI35c49tw6UAPksPtfhiz1OO6Se2vA+yK8ZpcFVYsHWTOUG0gujKRwar6E8+lTFXtLtIkhhlgSbzAIwQH8neCp3RsQynP3WZT1qZNSg0OwluNsk8VqY7V0RdwjJ+4rsxODxxliB/dzWbrvi68shdsXsIJd6/Znjia7+1LnDusxIHykenJoA2J54ZIWhtrOzjZ2Z44wGdQzEk4TzGOMk8KPpiue162muNLuL8SNb6jFGSJ4pWJdBgOhf7zoRyu75lKOjZ4q9ZeK7vULa6RJZNQ077UkEm+wEjxQOp3yNECRkH7uMcjn0Kaq91Ppdxotnb3Fy4RxaC5wLqePaA88qnGxQoIAPJyPQmgCHTdft7XWGtdLu5vJgt/NZLF/8ARpdqgn5Sm9zk87iT15rqJ/EO3VLmyh1xr25kRo4tNtYtzLj5i2erS4U4BIAzjGBg8yvhS4j1a01Kx1vTNM1p1L21nbwskbtHlHCnJzyGB4554rf02aWO0i1G900QXwu1tZI7KNQLclmUyIFG4KSEJIOOcjPQgHLLd+K/ssz3GmW13bfaHa2sp5FeezdX3bYwDvXaONncdqu3viyDUtL0uy0yyW/8mE+ZbS5SOKEEZEx4A+6q8EDaCcjdgbul6HLpP2q0tEivb241FZZHnKAeWz/PtzjLqqjpg/OCBio9Iht2vtbk0iG0upBqsSXIkZVQx/LvYFuP+en4liKAKOj6p4ktNcuLnXYhJawQpKGswptrSMHeUIj4jDLg9CeFyGGRXRW2vpLpM7QeI31UPuUTwgRzRfKzfOwBVcbeGKjIyOcDFGysotJ1PVNXj8+4j1S4htltEQ/MWyuXGD8uMtg8AEcEkYq61BfXbapptne2Wl6DGg+1ajJEu+RD83lAqBlACnHcnuTigDmjexeJodPa21SWHUXvCss07k3aw7CzNujVVZQNx+bLEjsOK3YrBrNY4ILO2isY8F0mYkAdsD7pOfvSufmIITAFZkujHw+tiLM2moabCslxPewW+y5EMsWNxy3zJtbIA54IIHGdSXXLx7mHUkt55NU80QwQW9sLi1miYjdPFIRhJNvGTyAACMdADSF/FCzS/YbRpJI1i8xt7YVW3KAPOOV3YYqBg4wciuceO5ubr7fd2lwjEz+SbhAWijjwx2ggr5khYuz4OAGI6Uy78eTteGGfXEDC/eGQmyWWBYBwHB3bmPtWjZeJbhY7eC5sYRJdzCOBLMkSyZ5jk8gkMoIOVYHNAGnc2UGkeI7CCe9SRntnvJbh7yZIUiXujNIfMOf7u049M1uQ6hdz2VjdQAX0F3aLefZbpy08CHg5YDcUzwJVG5eNwYHI4i90vTtYlginzKYpmTejbHRx94EAYLdM/uvqTW7Jf6itzby3Bju7m34glnsI1miHoHWSJuPQDFAENzO9hrHmwXFzBAIzNNbzJGYXjJwfMZiEjYN8pZflkDKwGS1OEunW+spaW1k9nC+nzBAyDdZyNOAJIyDgN5jgNjqFXBwcUmsQ6r4jjNtqMUv2YsDJFDClsrkcgOyvIxH0H4is+91i0TUbSysVW41J5FSOCD96TJuypYLnbGp+YJksxRc7QOQDmdBtta1FPEEt7qcWn6S8o/tm5kC5k+Y/Ki45YkEgDHIroItUXRdNZNAt4NC02KZJUv71UkuLhGGSVlAOGAOAiqxG7kjFWdYlitZYNPtvtM9lojCKxhjUxTXdy3z+aQF2sGBYFuqgE9WFc3YxXT6vDeahc20l2yulpa29usyQbRuKJk+UrDoB8xyRkEmgZzviS+fULsXDX1/eh5HKy3ikHbxgDPU+p+lZAckZBHBzXQ+Mrq+vdQgkvlvcmMlBcjbt9VChQARjnGc+tc4jcgrgeoxigRaiJDZUDB4OT0FX42Me1i43Z+bcc1n253Hq/J4APGO9aETImFOGHf3OeQD+NNCJxiJxjr2Vhuz7/SniEhQN3UkYx90f5z+tO2DiVGUHZyc4OPxoQkxFN4GThjtyeoxTAmEashUhUbAPXluc8f4fSqrwby4i44+YEZ3r6EdM81bIXeoTqFJPyZ59PxxSKrGBWlZVGMPzycZ/M0AY8yXQcLG8h2rtVHOcegXP6DrUFtZ3GouY4IGd4/vxgZOPXHXjv+dbBgymHDLsyCG5Pr278foKqPIFkQhS7BcBhw49s+nsfwqWi1LuVvsCMPlXaRVdtOkLEr37VuwKjAbWDLxk4xj6jt/Kr8VqrkKRnjOawcmtzoVOMlockdOuu0LN6YrT0DRLm8uihtZZBjKoQdrN/tewHOByeB3rrtO017mdIYYy8jsFCKOST2r0q4m8M+ANLsrHXAHnv3/eSLFvClR1yOQoJxxzk5qlJtaEyhGG55W+hw2skUTShmYYR2GA/wBD0z7fhim2E9noOom7uGKhfljRTwueDkdSMH7vWvRta0a3vLFrzSZo76ylG7bkP5n+6eh/Q+vNcDqGmQ3a7ti8ZAJXlT3696lXT1DR7EenaNa+ILi7jk1/Urm2hYtjJVfY/Nn1xyB0rCTR7ez8RXUMUxmgt8bXfGSSBx9RVu2tNSt2vgGQCfAa3j+USKOeCeh/nzUNhbCEBQ43ZJZmzy3fOemDx69KupP3dBU4e9dmkj7QruoXIIBfvgcY/rTPtWEbYEBDBgqg9fr+X5U5kxaEYX5SfmYk8HsB/X8eaJI0SAl9yg7du3nfz+f5envWxzij5UPzlwfmY4/ixz35/wD10xg7gtuD5I4PTHcc0GXJBwW7bQcYP06Acd6chiCK4BZj1Ht6jP8A9egB0zF3RfM8yNyQ3cEDkY7YqINKCEfYu3GRgY47f59aurHGNzF1AyQuTgkd/r3/AJd6juHt1g8mFQWIzyw9OKAFU7B82NpfgMRweOo7VCspmmby1OORuYYY+/8AX6UrKPKUj/lmoyTwD7evFLGsUY3F+py20fnk9KAHsjBcykliANp5PY/lTHit43MisSyyKQxBAX2Bx6mlZlZyvUhRgL83zdx9B/n0psSGUSMDgBhjPBPYGgBtw8kjh5gNy8EA5B56cf596IfMlvAWUE9c7TwOhH49KkckEHy/MbacDP5e2cUSTRqUIjxheuzB5PQe4/8Ar0ARSELIjAKW6B2P3efTPt0+tQKzMX2KGKjHDZBHt9c/zp7uoBGwmMnkuuAR1zj0B/lSDO1gMMzAdRyT7D+vrigAjeRQ22Ub2xlT1x+HbrUgeSRpEiJ/dnLM3APoM9x39ziq9w7khGiP3cYJ7/y7n/IpoibzArEgjB6YGMdfpQIlunkPzuQgDhiAeoHr7+1Q/Nuf5WGWK7jzjAPfp0OKSZZArl3wu4qBs9+Peow/mMm2Xd7E859R7UAdFoOqX0Fr9hg17QLK2M3nLY6tDvWZyu0ktsICnjqR0HSq+py+L7fXrnQoBpwmkC3e6xhVI0X5WGxsDCjH6nrmuo8KXljonhG81C5W3vrd1EF1aqN9yspdxHtXaQCynqSANvfiuVXxdBbayyLdytpZWMWSxxf8eiI2QskZ+Y9MHDc9QemJ6lI2Lv8At22juBrGtaDP9pIXZe2ZERK4ACuUCqSM5/rwRBewjU7/AFCLRdthr0c5E2mu7XC3q7Bnax4ZMDIU5HQ5GRUen3kV7Jb22j2Hm25cM889szRIxJzsRiTNMegLbvYADNWz4eubb4g/2xeancwQQkvFiULOAOFjDN8pXsGGQR2HSgCujy61ouvzut4kN5pC3X2aJi4jmilKsMN0XcGY9xk81Qi0HVNOtdMvtujXWg2kZvFvZF2K4bGY5Cvzs275dnPI9K6HVra8tNHv7O3s719U1W2YwRWq7cQCRpJmcHkKS5wCASFU9SRXM6D4gv8AxLqC+G5P7OttKmt2ijtJUKwx7VLBi/3lbIzvOeeoxxQBmaZqmqavEtnptlJNfxTNdkpcylpYhj90EL8gegycfjWsmnazrEd69w2mWlvdX4EturK08DoT8qZyU/ixkgHB5rd8N6Npela1Ppto11Bq+mr/AKbdb3DTcBgYQMYXIxgjkEHkZFP0W0t9F8UT6vbXYurLVITJA8a7cNuBbhcZ27t3ABwG4BFAFTVrXQ9T8dXFkbHUrma+tRNturtkEU4UkKygZ2gDAOSOcgkcV0S27JcaXp9xcRPYwuywEY4dW+ZSQoG4IrhWwDw+fmAJzru4nsJNG1C4MdxqNlaSm9ubYbxHHuXEhU7dylgcgdcuRzSyT2LR28Vjp15IlrO+oiCcSo9zIxOFjZo+QpYsd2Bjj1NAEes2z30mlXd3o1tHq7ST2UscczxoEAcCTcp3sFChx1yDx2qpLoulJbLYf2fEgmI/eTOxmlYgkE4O4EADJU8FypVuMP0SHUjqMWp61Z+VbIRHFbzF5HCAguzvg7dwUDzOB8m3gVszJdadY6jrN7q9tq2moBeW88ASNxtkX9yQARghvlIzg+maAM8ajdaI6R74buxaQEm7RWdSm3L+YhKllGDhgrEIeeM1krr9yl3fTQXyosLJEJri22xuQo81wdysM4GI+c4XI71agstAXw/9k0e8kuoLi7aWa6hgd5YY3LBcqASjBEZM4/jJ5GK5DxVDd3lnb6qbixnsvNaBGgmkdzJjcxYS4ZmxjJAx06cCgC1deN4Gt9qLeXMjM7OzyC280t1Z/KOWOMADIAHHI4GZaa/punz77HTbu1aQYlkh1B1dQeycYx7MGra8J/C/VdaFvqF4rW+mv+8AA3TTL22J6N0DNgV0epfDC21fTP7X0izFn9ttUmghku1VYpMnchUjkEbcc9yTgUAUNG8VHUtQlisL1YY5mXz4JrUKWUgKzoFkG9zxuQn5uo6VLp3iGdtPYF4bi7jmaMxXcDIVZXciUKB02sqbFGc4AxXm66Nef21/ZDKkd55/2ZlkkVVV923BYnAGe/SvTNK3SahbJd3cE13a3Iilt7XzpY84w0jBl2o4aNWJz83PGaAJ7/Rbid4b3VWMkiS/Or7FjjZiuDsyQD93JkJIAztIAFZ+o6JBBBLJHpUkCXOyOVUuZFSHc4XzRjhsMGBB6hlbHNdNo8miweKNVttCuUv7m9lk1LyI2GwKqfJCXYdS0hLEHhRjOadqEV3BpMmk6zqOnXl/cyPhLdPLS2QoQEXAzjdtO9hhNh5zQBWu4lisbu3TT4rPT7VoUtJEHzSkx5yq9N4dkCsOd3BJywql4nsUmtW1vxBbC5NrbhQtncCJoXIXaBhckEtu3MTx0Cgiqcd9qMtm9rrVjPHPbSLOl/LOY7SYxMWONy9XBOMEBjgjHOdLVrzTLuy1W105by4N+32m7heN90KkIpdgUXy0VQT3JOOwoAyYbH7TovhkaBK8lwk5uRFqciyW5lfgoN2AxBHZT97k5rEc+IrG0uI30vMOnXbzXd5bXDqpAK7ot6Pt28jAHPPFei6ubmzt9VtlESWpt0gsI7ZgWVtpBZsAbeWRF9eMDqayNM8Pf2L4Vv8ASrrUleKAedqVvykYDDkMQMkhUyBkHoQBuzQBx1pPeeK01az0+2t2uJJVuLe3ubqSSVI1zuSEu21scZB5I9ccdJpOl3Nh8QF1DVXik1WCxmvrm209FSOzIj/dh8YGT1IAPUdc8UYrD/hGtEufGWgIkdpOix2TX4L3MLMxViFA2884c5AHA5NHhjxFfapra+INX02W4tbSE22p31piMyRuNqGUZCsQepOOMZ6UATWOn3N7pkdvfXklhoGnQxT6pfxxl5ZXmw/lj2wyjHQdSDxW9BqQFlZzaZeP4cW+mmNjFZWBe7vQ3yrI5J2KDzwMcjI9reu+F47zQJ9CuLprW6V4pbeUSnyZWVFTcwHDgooYd1JIxjBNeTTdR0Hwvpen6XcxXm9HlktLmVJYb5NwDDGT5eMfK2QAMgsG4oGeYeKrc2t+sa6pPfRbpHUzEFkYv8wOCRknk471gkndkYzWr4j1FNQvhIsDwso2ukmGIYcH5x9/oBk88DOayQxOcHjOM4oEWoSxwEA5PPNaSFhypLHBJwM/kKz4GxGwABOOT6+1Xo5cKCpKZX5u/I//AFU0BaQuIyzIu7DM3HbjI56VMCVg/gJ343Y9f89arAl4ixLDHPAwcc/p7U+OILDtbdI5AfaB3/zimIkJXylK/eDDbxjPUClicQysyuOF4Jy2Pp/nvRLGmyTe77j83JyAeBgmkt3EuxcDn5ZMnnkelADkM2zzRJgScBdo/PJ4PP64pi24V8rtJBOcnJ9/rSq+YEQ7cgkrg4J/w6c/0qSUGV43EmZCQvlheDjsPbGB9fzoArhyspUSHcOSxOMH0H0NLZa9C37idSkg4EoHyn6gdPqPypboC3heURthBySvbt/P9K5pNxDvzxx+JqXFS0NINrZn0z8NNDt4tITXZJoZ55xiPypQ6wr35HRj+YHHrXQa5BY6pYyWd/bQ3Ns/3o5VyPw7g+45FfK+i+JNW8NXYutKvpbeQn5gCSsnsy9D+Nev+GviZaeJSlrf7LLUDgbN2I5T/sk9D/sn8M0JW0FKTk7syb7wzrXg65lvfCs8t3p7nfNp8vzHHfj+Ie4ww96v6Rqui+MifLb7FquPngfGWx6f3x9ORXexwZ5YfgRzXN+Jvh7p3iB/tduxsNUHzLdRDG5h0LgdT/tDB+tDQrnLal4eu7S+WT/lm/BDMSp90PY+1b/hjwnFNMurX6Dy05QH7shHRiPb/PArOt/E+r+GJ49K8d2LXFq3yRahGu8MPU9m/Rh3Br07Tza6rYwXmmXENxZcbWhYEZHAHtj04Ix+FSoK5bm7WPA1K4VyArkYyG5P/wBemPHlAzEs/AYsM45/Tt27UBw0Z+Rzg4PIIB7df89qCuAqleTyeenP16e9aGRIV81CF3Y6DC5BOT69sZpWDrKMOQ6DnBGB6evP+etQNKAA0S4VsbtowT7Ec+mfxpELOzqwZ1DfMS3XPb/Pp+NACZDAKCX2kEqcncccf5796czuGHMbMTjBGOP8/wBKdJuglCLCF7EqeQMcf1qEmSXkfNnAzjkge/r1/wA80ATuV2EllVVwNvTH19Tjn3zThKxDGI/KFG3aQSR0/wD11USFNxbcXZTkLjjrzz1646Zp8wdpFEnzRg5BHcEe3sP0oAeWaPcjJlpBuweD3/zzUiOVh5bJztOQecjO3PXHf/PFUxu0aAZ9wSc89Pfpz/8ArqSI8FMjbgqOMk/h3oAszBHUI8gGSArA8Zx2A+n45qNwHxHGfkxnkcAYxj9PzpJUkkYMWyQD25H4980hJjiVMKMAfdGe/P4c/wCcUAQq21hjiNSQTyM+/pnNTIyRx+Y+flJwMkg4FMRBLcNI+xVwOANpH4dP/wBQqSaSOO4LE4w3BB4GOOn+H9aAAsQoVhwCOnfB4HH+f1qOQs0m50jD+gGAOOp/z+FIyvOsXlDI9c4yc9/zqBLdyWZSp+YFx/dyOCaALDLhWZk3k5zGCMDnoO1QtIEYiMKWxgY75FPZSGyqhQoGSOWPYc9P89TSSKcJ8ihXwV+YHt16elAHo3hK5a08GWsVnsWe5muDNJDOUnaRR+6C4PQcsWbKqqtxzzxCao2n+L9V1rSYoLuFECT9UW4fgytHjOeQXz6c4qb+1NR0bwzNNHoDTMY5bX+0iWZEjdwzo4A4PHByDgmrOmx3ctrbRTaVFa3Ny0S28RXHljcSGTn5QRu69CCTkcVIzDnvTqGovc+GY55beVTNc6U6F1jORuO0cFTngrggntVqfxD4njlvNa023On20Y5a5jRpGbIDNl1yz5I5A4GBWJa3tvN4lnuZEtbGBEdWgjbasvG0rnBGT1JxjjgDgVqMiX1vFardeZNJE8cSzXW/zASGQLuCk/OuPx6/LQBo6NqN3ofg29vdMtpTe3aCOXUL2TBKnPyQJ1bknk9+cVT8KagLD7Pp19opt43k+a7EXzzE9EcsDxjIGMc4602C01Czv4Lk+Hbi1TydjmHdKu7dncq54BHykA9CcGt9tb09prmL7ZqjzksCl3GxigkPOMmPKqDjrxgcigCC7mjsJL3WbOzktLm3/duYm2pcRE5V4zjBxhT09Qcg5rJv9WjC2wkt7KPT7KXfiNQ6ySsudqqhABAJJ5GCR04FWtQSK4vNZ0m7umgitiksk8CqYVQbTKrEDLncwVdp+Y4J9a4rWdT/ALRvpGhLJYo5FrB0WKP+EYHAOOvqcmgDa0zUH1DWhBYLFaoEZ/tcsAmnG1STIzMcg8djgcY5GakuPD2tixlFvfXVyJ2DS/vCsMykAqwZm+c89xXT+BdPtx4TSa0t4Zrq6kMcskiM6hg4xG21c4C4fZ/HnrgEVvTaVb6O0sV5cTrYWcT30cyYMSwNlShwfndWJCr0JfJ4XkA8t0G9n0y9lgnuZIZrYlra2mnkjh84H+IqRjGPYE4yQK1oLy2l8Ma7Bd2+NX1C73NmVYYLTBDF9meCfmAwOhxXM+I9Uj1bXbm9t43igYhIkkbLBFAVc++AM+9V49WvI1RRKrbBhC8asUHsxGRQB39ldWfh7Vlv/Cep6xarcQAMsVoJEkUHnDSEY5GfmBwTwTXMeL9Ujvrm2iiaMeUkryRxMGRJJJWkKgjg4BUEjjI46VahsNe1u3t7O20eRFuoy0cpYpEYwwLMN3yqu4DJzjjHFY2teHdW0GWJdTtGhMy7lbcGU9cjcMjIx06igaPV/D/jC1v10m91LT72OF7tbZZPl8mOYRqhZX3L1C5wVJTkqRmk1LxTZ+CoIoNRsYLjWUjkSO2hYhYYmdmAdj0DAjKqMlcZbtXin2iTyvJMj+XnOzdxn6dKdc3c95MZbiaSWQgAvI5YnAwOT7UAWdV1W61nVrrUbyTzLi5dpHYnuf8AAcfhXpk+uXt1oN2mn317a2OoPvupLG3Sczl1UFZMEOjgqV9CD78+a6No95reoLZ2MYeUqWYk4CKPvMx7KByTXZ2/gfxB4fvoXjhhvxdMLYpbT+W6uTujHzAcnZuHBHGDQBq6RpWg6V4ltjbm5uIIrZ7e8KyiK4tZm6SlXwFABx8uQpB5J5OJa30tl4au0nu2sYRJJNYXkErpPeSbsfMoP7xMDG4429ieQcnUPFF29/OZrGyd1YhvtUS3D7xwWZ25J4+nAwMCsS+1K51G6ae8naWRgFJPGAOgAHAA7AcUAeieF/CXiOa5TVLy/voROm6SCC6KXUinOM7/AJRnG4biM5BFWfENjN4a8MNP/aTa7PFe/ZryK8BkW0Zk3bAwbJPZudpPYEVq6Br6694etLyzspW1OzlW1MUUmAsrx7Fl/wCuRVfmB6MikdxWjNJFZRz6ZLLa3emyQE3d2UyCgZjNI7rlWJ3BlwdyucAYNAjidK1u3uY7FtNj829tZ0uhYXNxKQoiB3JCSSmCMkBvmHTLYrqklj8TXM2mx2rWsF/bDULt4gvzRnuQjMS7bQvGNq7sKSRjxaG8l0+/jubSV4pIX3RSKcMpB4P1ruNL1iG0tpPEcNyYJ/svkXcMFupV7jcTGXXgBWCg7k5DA9M8gzq9QfStI8N2N5B4fLtLJ5cGmzRK7zx84EgKllGPmwCTgryCc1n/AA9/tlNc1q0g0GBNO1CFnk0i6keEypyNkLMOWAPft1x1rat/E9lpmnxTazqC2FxdW6XEM9sgldg/zM4U7iBkBQW5O3PcYra/q0+taNbabYWWr69GZEk8+eF4jIok3ljIVUBiMou0cBm5OcAA5exi8Sw3mt6J4Y1C/sLaN03WN7MsUxdiFCAjjfkAAgjIA9cVH4il8R32kwyazbjS7CApFcohVZJpG3HcYwQcnBO3hRycck11FqkdnqKtqOk6fo93d3UZttKgdy8ixbvLJCq5Y+aRnoTs6YrkPFN7olxoSWlpcrHeW120hihhmUSl+HZzJn5wVHOeckYFAHM6tdxXlxGLa1NrbRRCOJC24lQTyT3JPpVIcHJ6/pVvU7p725jlkZWdok3FeB07DtVMHL+3tQIu2+GZflOOxq+RCo3jk5/iB5Hrj/PeqURaPbtGcdD6e1WUfcFJwBydueR70wJov3xCAMM9R1z/AJIBqxEzCIAlyS2MAYx2z+WTUMDxlxGAyAfKSVyT9PerVu7xHziHaRDkAjp1/pTEQ+cwHlCM7mIB2jI49/z5qZPLjLFXwCpUheo9cZ/GmeafN3MxG47g5IG0Dv8ASplhIWQqnlkHJJGSe/8An2IoAaMRwhSu9iMAMcLk8/lUsZZwodgWYhhztbHbj/PWoFj8x1AU5IwxIxzn1+nep/3MdqZNmzK4+9yfx7dqAMnXrp3GwMwQncFxge39axSfLwuevJx2q1cuJrrkn/aG6qr/ADOG4yTnFNI0lZIjZSzbjwO1GNuDipT6ZH0qxaWFzfif7PCX8iFp5MfwouMn9RTZmdr4R+KN9o/l2erB76wGFD5zNEPYn7w9j+de6aDqGn69Ype6ZdR3MDcbkPKn0YdVPsa+SzgVp6Fr+qeHb9b7SryW2mHUqflYejKeGHsaQz65m0u2v7R7W8tori3kGGilQMrfga4a4+FWoaHqZ1LwNrU2muzZks5mLRMPTPOfowP1qDwX8atJ1QR2fiFF028JAE6nMEh/mn48e9esWzwzQLJazLJEfusrb1x7GoaA+V1YSbdrqQhOMZx+H/6uakLqxG1VdercDj/63PeoDcdQC3DBmO0HH4f5zT2KlpMqxXnaNuPx/wDr/wBKoQDyWcNH8xAHznt1zgfT35pXkii8zcsbcD+E/TNR8TOF5D56Ecev9PxpGlDxn92rM5+XZxkZ9f8APSgCXekgmc5Uuc7SDgn/AHR1HsabJMjTICjYxzjPPp+vemrcE253kLhQWIOcc9M/h1p4mV1GQV5BJ3dMdv8APrQAYaUspb96QxwwyPp/Kk3KLbcGJAYDzHxkDPP50hLSOpOxmYbuGA49B+X6VFMqhFU4Crg8H0Hf060ASgFmLoXztxljj8KPLVoY1dgXxnnGQf8A61MjZEVDv6Ek5XGOP84/CmNIFKxEblK4BI5yMdB7ZoAnJ/cr0Ytn5uRj8B2FRuY440QuA393rjPY/wD1qje4BUrGmXz6cDBGfelcHPITdjHOGH5/09u9AE7LmdxHgbcDBONx7fp3NVyg8mNj8xVh8xxg0qupkAMZKnHJGc49v6UTum9A/CjAO5cYI5wAOv0+lAEExRQwYEAcABjjnv8AlUvzsrfLhXGcbe/Xgdad5QAJdgCRnO7J6dM/oaTzGK8qxO0bOTnr2J+goAPJG1iqoMjbnPHvx+FMmmMhZcMu5cYH9O2OP1pAAsmzG09R7n6/n+I96C6xlFjckHkuzc9u31oA6XRrqGy0G9kl1+OyBJaS1kvpAZxgYxAF2tnBAJYZ744qhcarYT3k2mR3QSW4gzJf34eIwE4PyKWySVwMsc/hxVrw94l0fSNCmOt20F7HFcJJYQeUrXAkP333HogAHB6ngd6wU8P2XiDVr27TXZI7aZvMiu7+Hy/McnmMsTt3glehIwc8VI0Sw3PhWy1a0t1jkvYbSNmMoUH7XcMQADnog7dqt6pol7HodtAuoRTy6UGliQIpZB9/YWB3KOCVDDB9iQKSfRdMv9KtJ5rmHTFtVWGKdI+DgAnzSBy2/cM57Y9K3Lq8srFJJb4QfabqFbeWQuYkkUYIIOCM7SSpzjBHXFADlvtQ1yynm0m2gvGLRN5c2TGVK52rzgEA4I/2fety/vItMn061tdKR7WOQRanJbzSLLYFvuPgHG3DFtzBt23DE4rldGl0620m60+G7lvNOz9ja7gVonfc3mfKBlwwOQcjYw6nirviBvsfhpo9Jv8AV5tRsNs0LzNi4t4Dw/zDaxiOeMggY4xmgBviNGhtr7S5LiaKMsRHBb2hlYRY3TLGAAFBlUFiSMDZjAOK8y1vTl0vUXgikaWFlSWGUqAXjdQykgE9j6nkV2ul61qml2MGrr41EB1JWSZZrd5ZFZMKcDBBIG3DZGeM9KyPHd7BeXtk0Y/eC3DFyBzG3zR5I4LYJJxwC2ATjNAzA0fVJdMvorgB5IVb99CsrRiZD1RipBwRxWnc+MdSk0W+0WApFpFzJ5iWm0MIPn34RuoGa2/CHheyudXhTfDqzy2DTJAkTNHHLx8khyPmVcsADgnAzzXX+IfD/h3U7Oa3u7W30u/jl8uGa0jV3z2LRxAZVhjIKhk9xzQI8PZt1WtPmt7a/t57q1W6gRw0kDOVEgHVcjkZrY8V+Eb3wndwW19PaSSTIZFEEm4qvbcCAVz2zXOA4OaBn0FY6nBFbJdaVpNqNPuLSJLQi4eObBziJQ2V3B0boQSQpwTwamv+GdV8Q+FZdMgtL6W6thDdQz3Kgi7KqUcLICRvK7DnjODnmuF8OeP49L0eHStQs5LiGF8wywuu+Mbt33XDKSG5U8YyetVdU8aw6pZ6gHtbyG5ljhhtvKv38qKOPruX+Mk85PfmgSONdCjFSMEcEUgHIoyaM8igZ698OvDt3Zab/a0H2W9m1Bo7dbdbuNPLj3B23Fjw524C4PU11SCZmk0i3/s1mFxHNJ9oR7s4kYv5hJ2jccO4HoBgAGvE9M14aVahYbC1a7S6juYbx1JkiKc7RzgqT1BrfvviVe3Wmm2trKK1kaMo0qyMwXcCH2KfuggkDrtBIGM0CMnxlrOn63r0t1punQWVsMqvlrhpuSfMftuPsMVzNOY7iTW14X8Pv4k1ldNivLa1lkRjG1ySFdgMhRgHk9qBkWl+ItV0W1urfTr2S2S6AExjwGYDOBu6jqelRX2oJdJbrDaxWyRRhCsRJEjd3OT948flXreieGNB8P2UiiBNQ1bKru1CP7OGJxgRCQEbe+/BY9FHesnxn4VsxqlkLnytHNwJ5GuXtisTJn92W28CQncuAAMbSQMkUAeWKrSOAFJJOAB3r0bw/pp0e5vbKHUdPuL5dpWF4iXW6Q/KqhxtkGWIYenPbNcp4WWP/hKNPB8st5o8rzDhTJ/yzDeg3bf/ANVegahrOqanHcaRY6xoNrYwyyyfNFsuoU53qcA5KjcCVJLDPJzQB0ds1joupWmkwWHm27RG5vrlp/Kis4iflZ8DDO2C3z8kOFA6YsmK70waiz6Qlto0UJeGaN3aaVjtyB837tASR/dUHsAa5XwTq2oa9HfXWuarOwXEdjJJAHiEh+8wQ4V3CgBQc7c5xxW7c3lrpGjXqpq2o34SZLi7udQJdoy26NW2kDamGJO3cW+70oAqWcE+q+KrvxT/AG2LKC1Y6da3MewKcAKzB3DAbnYhcAk5J4AycPxNe6R4cn0/RZrBrjVNJleOac7Ql1azAsQ4znf8/wBAc84PHV+FJNBi0u28P2UyanFaSLcxSxpJulfdgMVKgKfMcBRk44Jzg1ntpWnxa3qviddZafUIH5up7cG3ilJAcDPB2LkcFunqRQB5FqsdjFqUqadK81mcGNnGG5GSD9DxVRSAc4wMVNeiJr6U2+DGzl1A4AB5x+GcYqAHGMnj1FAFyFSykE4UjAJ6VcVI0jRVBbcQDg8tVCMliPmPzcEVoKVISMAkA87Tkn2piJrcFS0rSBUVsqp7/wCcVa83C3GEHzAfMc5Ax6fXHWqio3AychwTubJ/M1aTbsbLBVBKn5s45wPw/wAKYgR8TLGysT04PB781IkgbajZDOpBQcELk8e3NMeZDGdodnOOd3T1BHp3pqD5i+V3IMrznjAyeevP9PegCWNishfbtVMgknJA9fy6Z9ahvpUt7QMBlyM5PJUnPOe5pwIYyIUbcQCEUDBOB+ffmsfUrgPthQEFcgksfyP0oKitSnnKux/iOATUZcGRf1qzY6Zf6vepY2Fu89w2dkSYySOuK6CL4XeM5Dk6FMnr5jomPzNO4S1OTZyzDAr2H4V6EkWh3ep3S5W9zCAR/wAsRw35kkfhXO2vwc8WSkebFZ24PeS5UkfgM17Zp2jQaXptrYxj91bRrGvuAP8AHJ/Gk3oI+ZNa0yTSNau9PkBzbysgz3HY/iMGqXAHUg17z4t+GkXifWl1FNR+yMYlSVRDv3kdG6jtx+FY3/ClbNBmTXJzxyVtlH8zRcDx4MAcLXQ+HfGmteG3AsNQniiP8IfgfQHj8Dx/OneKNM8O6TIbXStSudQuFbEkpRFiX2BHLH6cD3rmRinuB3GXRdxG0tkc89sc/wCfSrUSzeSoYY3DYMDAPTj17VABwHjO4gYyRg5J9O3/AOupFKKGkjVYnI4z1BHT9KQgMixQOWMn3s4x0+vtUDIcMSY2GM/OScjkc1J5odSuA+T0UYx9c9h7daTzF38qdoUleD17Z/nQAXChY5SWXZuGAo+8Pf8AKolt2C+WnLbcMWbBx16UkgJdfmYgAYHTpx0+tTQIQqlgTIW2gZ9u9ADAhSWENgkMTkZPGexPbnH/ANeo2hjEjOSDlxjJ7+nP61KXkRecxlwOGxx/+oZ+maY6rJJ5YHA+bLHPA5xx0oAaRLHKAXwWxjgYzj3+n+eKRGiLcAErkKNvH/1+/wCtSOEchFO5m4LkYAPPbrTTGhJcjG0bvUcDGD+lACwxszFdyn5uc8dCM/T1prnapWJ2ZlwoCj1P+fyqSOIkggsI92WIGAfb1prNInXb5ZAO/ngDvntnpQAyaQxNnqgQAHcRn656Uke6QsIwSGOSCO3br68/So59kwiwxO5yDgdT6/QVIkZt4BKHUn7h5w3t7+tAEzOgaQfKWOfm59SfyxUMz7gsYIJyCw5JOfUdz7UPwW+cke3ORnoT+VMZWTb5ZxzzxkjI6/07UASOgUBWzhgN7dR6jr2HHFMc7mGULkjGTnH09+M/yp5OEDMFcE5UMO/Ye9RLOVkXK7mGPlXu31oAdbWllqev2FvqQmFrJMYpFtTmZARncBg5C9SMZ/Oups77whczHRLS6+0aYoeS0gvQY1LNjhiQfnBDcjqHA/hxXM6VfS6XrUGqxAyPayF1AJXdkEHkcjjPToTn2ruX1/Rby1tzp2p2FncFD56X9kxklOOrFf4sdxxx2zwmNFC/sG0LR7i+tLVNLhDHMLyrcRP93nrgg5I4wcgdecc/qmq3NlfC81C6kKFnjtorWARGaMqoZyHyUBXCjjOBxjFW9UntvtBvItOW4sXilkFwsW4TeUysPLYgFSDwzY+7xyRmvO7q5kurmSeRyzyMWYkk8k5pDNG58QXkkctvAYrS3cbRHbxqmE/ulgNxHTqee9dZpPjnS7G9uLloNUiN3arazpFLG67QgUbMgFcckcnqc5rzpQWYAAknsK621+HviS5jlZtPe2dSqxQXP7qS4YkDbGp+8eRnsM0AT6nrPhs29vaWmlzXVvBkp5kph2Z5PQtuYnqzegAA74Ws6rHqUluYbUW0UFusEaeYZDtBJySep5/Cnav4Z1nQgjalp81usgyrsMqeTxuGRnjpnNY2fWgDufD3j1dM0lNFvtMSbTixaR7aV4J2JOd25Thj2wRg8Zr0S08X6PprLfQatbJYvGitFCqxsvvtUbw5AI2kEA8ggcV4GFz0rbtfCmv3unC/tdIvZbTaWWVISQwzjj159KBDNf1s61cQO1tHEIIhCrLzJIoPDSN/E2O9YtOdGU4YYPcU2gYUlLRQAUUUYoAKKMUYNABWromsz6FfNeW8cEkhieIrPGHXa6kHg9+etZWDU0MLzOscatI7kKqqMkk9gO5oA96j8XaJd6VYSvr1ulhawiMWk2HY4VeGRhudl5AAwrnByORXn2q/EEPp19o2kaXbRaXdbgxui00jc8PydqEdQFAA/Cua1Dw5rel2qXN/pl5bQuF2ySxFVOegz64HTrWMQc0CNXRL9NL1m0v3jeRIJA2xGCt+B5wecj6VuaNqHhyzu5Q0N9GJo2ieS4lDqyMCGUhFyMgghhnBHQg1x4GOprZ0vw3qmsRu9na70Xje7rGpOcYBYgE+wPA5oGdldeL9Ft9J0PSrO+vXttJuPtMUkVqiys+c/fJGB1HAye+cCubfxvqyTTrFIjWjzvLHb3USXAiDH7o3g4GMDAx0p3/CCa5NGGsrb7aUU/aFhz/ozcnZIWAAOAT3rmlhZlZlViqfeIGQPrQB6Lp/iKfWbi2GjXU+m3drFsjs5Jo5IGiZlLpFuAIIOGCsT04IIFJq3jCXUXi0qwkN5cNO8aT39vGiIvAG2PO0OTuLMcnOMVxsNpZWhDX06zDbkQWzbmLZ6MegGO4zVN7qWRPLO0RlshQBgdeB7c0AM2lWYA55wG9cUYzkE49qXgqCcZ9TQvUg/hQBZjOI+EAPPzHn8KuRPHGuFJycFmA4qlGCCuPmxzx1FW4pGUKHfA7EjPbmmItJujkUkFiSWxgnb16HHrUjxBtwnO3C4wM8/wCf8ahjnYyEBXLsT35HfHpUkZdomVYxvByQe4/z2oAXdhwEIKk4D4yFA6HFWcGSY8lg2cqq4CjHf19arxxsW8oKrY4bBJ5649uv51ZR7ho1/iZxzx2FMQyVGRZlJbJ+Zgg/P+QNYEjBpPMC/Kn61q6lcIsJw25m68/n/QVhvJhOc5bnGKZa2uKAQwbpznI65r0Dw18WNb0URwXxGp2ajAWc4lQf7MnU/Q5FecGZuMUK7McE07ok+ptD8aaV4msXn053DR4E0Uq7WjJ6exzg8g9qvefv459Oa4T4c6YdL8J27yKRLeEzuMc4PCj8h+tLrHxL0XRr+O0VZLxg2JmtyCIh9ejH2H51DQzu5pxBBJMULCNCxCjLEAZwPfivA/GHxG1HxIXtrYGy008eSrfPIP8Abb/2UcfWvaNJ1qw1u1F5pt1HcRjqR1Q+jKeV/GvAfHGkf2J4sv7VQVhZ/OiGP4H5H5HI/ChbiOdZiRzTe3NKeaTPFUB3GPJ6E4IAXI654z9ev5ZoA2IMsWZl2gjgD2z2qJJFY4Cc5wBnjnkZH1/rU0kSRlDI65K7wXH6/WkIYJSRskYtxjp0wc9PTrzTDKFhEQdflzuBbO7PvTpJw05PBQntwR9DSeSj5C4LnjBHX1yfSgBgBVid/wC8IyxzgcH/AD9cVOku4t5oKrklATgY9f8APtTQRG67xluvTgnOOnr/AEJqRsNJtYfKuS3/ANcen8v5ADTIhz8+SDzxgADv+tJ5gYMmSSPlGTgen/1sUwupk2kKC2VBwTwfX3oEpZ0VgoCZyRxk9PpQAqyRgAkqRznax4Hr1qFHcS8vuRvUZNSAFx5ZVcEE5UflQsbrgqzeWpCg5zj2+poAmMqOzNK/JIwDxkY647/4VWlDGEFYy3XJ3Y/WgNIQyKC7Y5OeMDPTtmolgV2yAxGAM/4Y70AIhYouDsdRgsBkqP59fr0oj3BdoJaUDJLdqk+0IXwhx82MA9cdqfEAssnmgBjk4xnB/H69KAHkSxhizNgjkKPvAfXgf/WqIsLZFIVx82d23JIx096UyPtO9wcdm6E55/UGkabfuEWG2kAN6n/P+elACmSSYyMwAC/cJB5P4f5/KidgIVPlkAjgdTnp/L/Co1lfOFJH8PQ47DA7dqnKO0jKMqgGCdvJ9ce/egCC4RQ+xHLykgkD36c1Wa12JvSV1YkFWBP1zVhnEDjcFAU4BGScHrn2pWcRMoZMHgHceSvc/Q0AY8895Fb3MIlYpcEGYkHJwemTzjOD74HpWQVZeorppomYYO3GeBnqP6dqyri0K8gEgnnPHPXpSsO5VtIWubmGCMhXlkCKSehJwP519HDXZtM1SK0h1OO+litY43glk/duE/dl0bBKyMytx0ZcZxXzi0ZUg05Jpl5WWQYOflY8H86LAep+OvE1nc+C00+I3V5JLdBTc3K7SrR5ZiV7N+82eyrXkVXpri7uYxHLPJKindh3LdutQpaNIcL170rDOh8D2dhea8i393bQIAQsc8Xmecx+UKo6Z5zyQOK9ajvdUiSwtLeLV0ktwbeUzW6JvVFCgn5vlK4BBBGCRnIY14OLOZQcA5B6d66P/hNPEHkwRSXKym3AETum5lIUqG3dSdpI9++cCgRueOPD0M0Vzr1zc2+nakzZuNPcDMrnHzRhc4yPmKnGOa82IwxFbmoeILzUTdm5itnkufLMkpi+cbAFGGPIyAM+tYpU596AGGjNO2tRtagY2jrTtjUoVvWgBnNHSn7Go2N65oARBk4r2nwR4SstHkttWsp21m5lQ/v7NUWKyU8FvnIYvnKg4AB57YrxgKfxx0rZi8R6jb3TXFo8dpK0aRs1tGE3BSCOnUkgE+uKAParuxuda8zTtTN5Db3kxAZ7RfLSNGDEEB8qAON7Hd82c84rxPxPYW2m+ILy2srq1u7USExS2rFo9p5ABPp0P0qCTU7+SAwPezNE2dybzg5OTn1yeefxqn5ZJyAaAIBweldzpvjS20rw3a2VvYMl/Ex33CsBuxIGzyD1XKMO4x6Vx4hJYDH/ANeneQQB6npzQB0Os+PNe1yQ+devFCYjF5MRIXaRg59SRxn04rlwSMqCeeoB61fisi0W7oBn/GpU0/cV+Zecd+OaLCM3GcEYHanpET0U9ua0RZBx1XGOTnGanitCqlgcnd8uc8Z6U7AZZhfIyp/KpRCqtnbnGehzzV0xHKt0TIAJzz6YFNeCRg2EJJXO1QSBRYCtDHkLgcnLHA/OrojyANq7lIG3uD/ntStCY4fLCnKgMQR/QfjU0Zy6AxjnqB0FAEaPIhBZ14UHDf561Ztm3MzlflOFBzx71C1oQ/lL5e/OdxPJ9cjt/wDXq55aRrGZJcJjjDZ6/T06Y60ASiUHLMyg8qcDhemfocVGZkZxI6k7yWKqevY89u3FC+T5uZCxXk4J4P8AnGaLl1EDlpAypk9cAnGcZ/z0oEc/q83mXzRx42rwMCs5ySxAOatFt0kkjHBOSfYmoQRxjmnYt6KxEI2NXdNt4JdQt47uYQ27SASyEHCrn5jx7VXL0m4n6U0iTt/FPxAn1JW0/SA9npoGwHpJKoGMHH3R7D8TXD5JPTFGO9KDQBb03VL3SLtbrT7mW3nX+JDjI9D6j2NbPibxU3imCylvLaOO/t1aN5ouElQ8jK9iDn257VzX1pD9aQDe9KBxUkULyvtjRnbBOFGTgDJ/QGmZqgOxS+tlP/H5Bt3DG2YDPGD/AC7+lQT3to8nM9uV5P3wSTx1NcfRUXGdol5ZsWJuINxGSzTDr6fnikW/tExi6gP8QVWAA4GOvSuMopAdr/aFkk4H2mIRDjasg5HGaWTU7ZI9sd1CCWyW8wH+n0H61xNFArHWtfQPx9otwDnI3jpx/n8qmW6sxvdbuGMISy4kBz7AVxlFAzsE1G0QvmaKTBI++MHH196kfUbF4ViFxGFHUbwMc9vU5ri6KBWOxFxY5YrdRCQgDmQYJ69euBTGmtCoH2y3CAZH7zn3/wD1VyNFAzrhe20atsuYQ4GFIcYPf/P0pourVBKVuoiwOVzIMNgZx/OuTooA62G7tesk8GMYwJAOg/lzQb6ySNylxGuMDhh06cD1POa5KincVjr49RgxJ/pMSgcAFlJPXv706TV7fGUuI92c53dT3/w/KuOoouFjpo72MyAmeJWycnzB26D6fpVnz0eXPJBGVKnJI7DHrXIV0tnlraEtnCxr8oBHbjp+f/16AL7kFNwj7E4/LvVKbcwcOgA2gD0/P8f0FSqSoJzt28Bc56f5/UUsgREy6pt3HKnuR/8ArpiM1rUMCVAI9B0H0pywqvBI49iM81eK5DMvK4A+VeT7+1M+zHqw2ZGAXJzn/IoAr+Qm7IVz19BgdKljjUOF3lCowOh4Hf8AWlMYEioMsSc5IPHpgVajGwFQQQDjBHt1/wA+tAESRLt3ttGSAQx4PHH+fzpstmHCMwK5OCT1H4f0qzGPM2YGG24CquD16/Tmjy3cDc65bcqZ+6uPr9e/WgDOktlY4VffGOB2H4/1qJbRZVbgbgeccAcfz/8ArVe3ZcbZABt4/vfX+dOWKIBm4Vcncrd/XPp3pAZa2asy7CT9PSmiyU5DHLDsO/pW0V3v8oxjkOTyR+XfBqOaMDJXaMYGSOgIz1/PNFhmU9oqEBh83cZ6VG1spY7WAGTzWuVijZyAclfk3kf5xTVt9wUOilS+do/I5osBlSWpVNxJPrxQtqGHBAxWu8Q+UqqqeQM89fUUyKJeVGABjO8EEjPegDNa0AfgnPIGRgVILJQpwDgjGT0rSaNoo9+PvLgbu/PpUcsZwwGFTaCwA6npQBS+yIoI+8R1Oe3tUotBlQMZxkg9On+H61bYbHKPH83HLHgVIwDKFiQK3VieQP8AP5UAU1gUngAckZzgGpNh8rZtCjuWHTNW1hMRfJwQp5Izkn/JoIy8ix/xL93GGz/hQK5XkcRM4UKMjjHTpzjvSDcZJFRM5IwCME+9SCSSSQooKsU+91//AF//AF6cXy3VlZQCTj2/yPwoGRCMCT7zuisQQR/KrMcSgqrJgAgMOAenTPakUF2wqByVyCeOB3HvzTnw0oEZ+6mGLj5eB0Hf+tMREbceaZFKqp9s49TzTGidZSDITv5KkZ9ufU8D8qeLh3DMm1ucF3BIHt/X8ac7DexBUZyN/p3wPekBXSPBYPuHGBuBGc+/50/cDGrgYC4Xb2H5f560BxklpMgADk/5/OhcLt+YkKMYz9498UAAjeNy0mw7Rycg5X60+HY2GUyO/TaPXHQf4+lReW6DkFieRz71IzSggswUscsccntj3oGPyY1VjGx43AE9MCqGoTlLURjJD8kE9PX/AD71ZDSxqpMpXPJ+vpWNqE4muWAyQDgZ7UwS1K5bamMAk81FubPSnGQHoD6Um7vTG2AyRTwMCmb6AeKBD8UdOlIDT40eaRURC7scKqjJJ9AO9MCM5pACSBW1H4V1+XJTRNRP/bs3+FWk8C+KXb5dBvv+BR4/mam6A6X4Q6J9s1a71KaLfBbxeSAehZ+o/wC+c/nXHeJtFfQPEV7ppB2wyHyyf4kPKn8iK928A6FJ4e8KwW91GY7qRmmnQ9VY9AfcACsT4keCrzxNdWV9pUUT3CoYpw0gTKjlTk/Uj8qV9Rng9FFFIAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACuntifsVuu5fuLhc55xx/nrXMV0lmpa2jDMu7YpQkjHTpzTQmWAx2kmEHc2T0JAGe596crswjXZtIYZGRT3nUYfClB3Hbtj/AD6VGhAY7sNn7yr0Azzz/TvTEPVN8Sl5G+Xkndkt9fXvUe4yMgbhB6Nk9M9O/FHmL5oGX3b+FXoBQJdiOsaorLkLlcdsjntQA4IXJyWKdT2A7f8A1qe2xVCK+e5JHA+vuai3Ajyh87Aj5hxn8P8APFPL+WhZ9uM7cgbvx4/zxSAlWYG2CQ7clQflHT3pJGfaoiLHOQMc5Huen6VCGDJhN4LDlgvPsfbqPpTiBuKhhnBPBzz05FACrhVCxq4boDsBDH09u9RiXauwqoJbJOOQMdOKWUK25im7I5C/MRn1z74OKa0ZaMSvIQzYBx/OgB4BEakRgDHCnA4x/n0pFQMzOImRJOSwORnnqe/OT+FKVREXDMxYc7z3NMaTepBYcjAOSecdPbvQAixyAYwGK5G1hj1zVgBfK/fAlRzgHJP49etRRzMq4QFyRgndnH501ZWeRizF2GADnjg9Sf8AP60DHqyvI52YIGRhsnNSMZdkrEbWPA24P1HvyKi2mQ/f2AHdxwRx09KkViACx+UDGF4PTOf6fhTARihwpO8kenA9P501FCo8zEKSBkdCT2P5Y/znLiysyjYdrcfPyBwMU1QzlAgwxyCO5Pcf1pANecQvucYVuCVH+etTQzbhnGFbrtbBz2/AHvUIRXnPSQEYJ9PX/PtU0ihVIyPu8gHI6/5/TpQAwzMy4iCgq20Bjz78ex/pSoU8nIVTuUnnIyBjIz36UxSVUbQfNHDP2wen40HbDNu6D0J798j0zQJDlKRja8gkbnKgnHT1/HNKhwMqqkgAjgc8c/j0qFEaZELMu3HPmdAKRkjDkbsKOo5znPpz60DLKMzu7OeMBRz0+nv3/wD1UkjOZyxAI7gjgn1/Ol8tYIyysRg7V4/T69PzxUcdw0ThySwYYG4DgDnr7f40CHSFxuXIZUxhu2PUf56UwNtcIxX5RjGeB/n+lV2BYAOxdieRnkdu/wCBqRNu8clSB1Oe3H8qBj+NmWlJORgAdPp6ngU0vknaRk44B6evNNluQdzIhJI7nAz60inLjgAYBx+lADyr+buKHAyQ2acqK2Dv4ycL1x+P5VGGdR0IXtg809WZRlI41cgAcYwKAHXDRxWjygYAGEOO/wBK53K/MT8x/ma09SmbYsZbAblveslnO0AH3NCKTsRufwplO2sTUkdvJLIiIu5nYKqjqSegpsREDilBqa5tZbW5lt542imico6N1VgcEfnUQU59aBACD3p6vswQcEehpm3mnbe9UB6B4X+Kuq6RstdS36jZD5RvfEqD2bv9D+Yr17RfEml+IrUT6bdrLtHzRNw8f+8vX8elfMWOK9W+D2kFpb7WH+6ii2i4xknBb8htH40mgPWNxUjAANMBIbgDPtVPVNX0/R7U3epXcdvFkKC3Vm9AByTU1pdQ3sMc8DxyxSDckkb5Vh6gioGf/9k=", "path": "001979.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001980
Men Tshirts
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", "path": "001980.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001981
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+ZTSjg0poAQ9aKQctT6ADoKbSk1i+INRudH0/wDtOGA3FvbNvu4kGXMP8TJ6lfvY7gHvigDZpKpNqUcmj/2jYL9tiaHzoRAwzMuMjafcdKNL1KDV9KtNRtSxguollj3jBwRnkdj7UAXaRuKdTW5oAavSkyd1OUYFIR81ADu1MPJp9M/joAay4OaSpSMrUeKYBwaQikPFKGyKAEKUwpmpDwKXgigCsVxxUZTPFWyuajC/NzTuA2xuhHcCzY/eBZP8K1q5JpSL/wC0g4EcwUH8ea60VMkAUUUVIBSE4GTS1FKc4XPuaAI5szKUBIU+nesaXw3aXEpeZWkyejuWH5dK3FGM0mT2qk7BcqCxt4oivlgjGMGuejgNu8tmoPlKxMf+ynHH4GupZNw55FVns1LFu+MD2qkxpmZHG8mMcelX4rd1xkirMdsqqMCpgmPShyENQ4AB/OpgaZtpdvpUsBskEUwIkjVs+oqI6fbH/lnj6GrGSKNx9qlxT3GpNbMhWyt15ES/jUGpkQ6dKUUZOAFHGTmrhY1heILqRbN2jx8mRk+vQfrTjG2w7tvU8p+LtwsF/BDvD3IXr6dse3SvHLiQxShHOXGQB7nqTXoPxClL+Jp4ppGknVRknsa4UWYSaSRxwrZJ9qh7m3RIp+UYxuIODxVRmAfLdM8it+4MZsvkj/dZysrDBJxyB7VimEMNzkgnoKZLLEKxwusitlSMkHtUkZ2QRTQg/LKQy/Tn+VVOoACkY9K0ra2lspUnniaa3HzSKh+6OnP6UAeofDzw9Hqty2rSRAK7eXDHjhQf/rZNe8xRCIAKMDpXlvwnmj/slBnIXhQfT1r1QMGA5FX0InvYlHPFJ2oU00nikQRTDKms9Jja3IkHKnhh7Vfkbis6ZcmrQG2rB0DKcgjINPrK0y4IJgc+6f4Vq1m1ZgFFFFABRRRQAUUUUANc4U1Ub79WJDlselV3+9VIB6dCPxpwOG+tMU4YHsaVv1HSgB/egnrTQ3Q07jP1oAFHFKTQTim8k8UAYPjfUJdL8D61fQCYywWjshhcoynHDAjpjr+FfNnh74w+K9G1j7ZdX8mpwMux7a7clSPVf7p9/wA81qfGe917S/GNzpsmt30umXUQnitzMQqq2QUIHUAgjntXktID0Xw18Vdc0H7PEgieyivTciFVxsRid8S9gpzwOxAx3r6k0T7G+kW8+nPusrgG4hI6bXO4Y9ua+Fq9w8D6pe3XhKxks5ZhqOnwTGBlkPz/AGeVHMZXoQYp2GP9kelCA+iGoApsTrOiyIco4DKfY8ipcYoAZimEfMKlIphGSPrTAT1NZ91rGm2dtLdT39rHBEpeRzMuFUdT1rybU/j/AGlle6vp7aLOWtzJDbSCYHzHBK/OMDaO/Ga+eJJnkkZ2Y5YknHFK4H03c/H3wlbajJbJFqFxAoGLmKMbWPfgkH8cVav/AIx+H/7YsbLTb+3miuIy89zKSsduOD8xPU7d3yjnOBXypU8cTzSrHGpd3IVVHJJPQUXA+3IdVtrme0S2EsqXUBuElRCUVOMFj2znj1wasg7G56VzPg5PEdolpp+qLE1nBpkOZBGAfPJOUXH8KoFBzzmuokHeqQDyMrmo1bBIp0LcFT2qGI5Rv7wJoAnQ5JqO7fyLZ5fQU+EZYntVbWDmKKAdZH5+go6gY1wDBYQZ++7bz/OuwU5UH2rj9XfdciJekabePWuwT7o+lEgHUUUVABVMSb5C1WJm2xMfaqCHBqooC8pyDSZqOJsn61JigAJo60tGcUAJg0uDSZpaACiiikwCilpKAGtWBqZ81lgPKg+a/wBB0/X+tb0jBULHtWFqeLOyuLibpgyOx/hwOn07VSKifOfi+VrnxNdNuJbzNqkjrgY/nVJ42udRiskhZz1Ma9yB3Pp3qbXDu1mZ0BCtIZNx64bnH6U+10/UFV9aVZV2jfIVH3Y2OB+FZ9TdmXqiN9paKSRW8o4+UfKD6D2FNks0hsyksZM7kbcdQKiurm2GuvH56NGZsk7weO3NdPZSWsl7bRLLE88QEUiZztO7IJPTBOB1osK6MK68OPaR2LMxzcMC3+yM4H8jXR6ZatA85lPmW6xOnzDgjHPNdN4p0+FrVGtZElS3URTFOSrA56ezZz/ve1VrTTX1W2jEcZitc72xyzev0HYZ6mm1ZjWqNn4YIY0WNQdpTcfY5AH55r2OIDYDXH6BoSaZZpcIo+0thnUdNvZR9BXWRuWQelUlZGNRpvQmztz9Ki35XNK7fIfpUUZzEfamkQSL8wqvLFwTVmIfIKVlySKLgZJDJIHQ4ZTkGt2KQSxK46MM1mywHaTjk1Lp0ygvaknzFG/B9DRLuBo0UUVABRRRQAUhOBmlpCMjFAEJGSaY4+apthHvTGqgIgOSh79KXlhg/eFOIDAUFSQCPvCgCBiRkflQZgyDPripSA4561SvA0MbSqAdvJB9qYF1Tx61zfj+xvNQ8CatDp1xcW92sJliaByrMU+bbkc4IGK6CCUyxI+0ruUMVbqM9q5b4m6prGieA77UNDkMd3AUZpAgYpHnDEA8cCkwPkzWNa1PXLiK41O7luZoolhV5Dk7B0Ge/Wsup5pnuJ5JpW3SSMWY46knJqCpAK94+AVh/aEE04kCnTb0yMpGd6zQMhH5qp/CvB6+gP2az/oviUf7dt/KWgD3tABgAYAHSnGmL1p1NgIa4/4meJL3wr4HvNW00J9qRo40ZxuCbmAzjvXYV5l8XtTRPhpra3VuI906W0Cs4Jc7gd2B04yQDzgZ70AfL+pajc6rqVxf3kgkuLhzJIwULlj1OBxVGg9aKQBXoPwh8Mt4k8eWjSJutNP/ANLnz0O0/Kv4tj9a8+r6b/Z90ZbLwVdaqy/vtQuiA3/TOP5QP++i9AHrHU/zpkgyKcTyaYTxVgRK+x6iB2XbLnAbFOlP6moLhsSBu4pgacA4rNvJVOpl2PyQR5P1q+JhHbGUnjburm7mUuGGeWO5z/IUICO3VrzUUz1eQE/nXb1y2lQhL23DfeclvwArqamQBRRRUgV7vmMKO5qsqGrcwDFfaowAMVaegDUBBBqXNRSzLEpJpwOQD60gH5NLmmg0ooAWloooAKKz9U1fTtFsmvNSvYbS3UEl5nCj1wPU+w5rDPxC8OzaNf6lYata3aWUYklVJMED6HB9fx4pXA6yise3120l06C785MStEgSM7yGkxsBA5GQyn2Bz0rYpgROS8oUdF5P17VjeI4d9vCsgZrUOWmVRnOB8uf9ndgmtonY+T0J61V1W4S10q7uZMbYYXc59gaBrc+WfFt7BZ6ve3Sx+dBJdFMK2Pl56flXL6t4iutQmBhkmt4hCsWxZWwwAwSRnHNXvFqaha3SeeXjgu4xIqZwCQec/jXKd6lFzbvYO9XdNaRNQiliBLxN5igDPI5H64ql3r1L4H+HbPX/ABLqP22MSRQWeQD/AHmdR/LNBC3PRPCXiB9TZIb2QTTzynyx5YDRoEBbd/wLdyPUVtaNoKRzNNbM0f71i4BypUH5Bj9a3bTwppWj3LT2MQE7Lt2DnP0HatPT9Oaytlibkli7855NX6mnMktCa0R1GHUf8Bq6uF+hoVQFpHA60GQ2ZgUNRx/dI9RmmSPnikjbCj24p2Atx/dp6imRjCjNSFlRSzMAoGSSeBUgJJtVCzEKoGSSeAK4u01+OTxYJkb/AEZv3APqOx/Oo/FHiE3aNZ2bYgPDv/z09vpXLRkoQc9K551dbI7KdD3W5dT2gUtZmi341HTIbjPzkbX/AN4da0q2ORqzsLRRRQIKKKKAK9xIILaWU9EQt+QrhdNubq1+aC5kUE5KE7lJPsf6V1mvy+Tol0c4LLs/M4/rXIWv3RXPWk01Y68PBOLbOmtdcjbC3Uflt/fXlf8AEVrxukih42VlPdTmuNPTIqWCeS3+aJ2Q/wCyaIV39oJ4dbxOtb1qrct+6I9eKyV164jUeYiSj/vk/wCH6Vla74qjj0u5VbaUTOhRMMCAzcA5/Gt41IvqYOlNdDotJu3utPjnkTazFunQgEgH8QAfxpNRvLEuNLujuku7eVhFsJDRqMOT2A+YDnuRT9MkV9NtcLtIiUEehxVLX7fVbi2il0ZoTMrlJopzhZYWGGAYfdYcMD6jBq2ZnxddKiXUqR/cV2C/TPFV62fEei3vh3XLzS7+Jo54JCCD/EDyGB7gjBqneWdzp84gvIJIJSivtkXB2sMg49wQakClXvv7Nj4HiRPX7Mf/AEZ/jXgVez/s7alHb+J9U092Aa6tQ6A9yjcj8mJ/ChAfSIPNPBqGpFNUAted/Eb4dQ+JtD1WaxecanN5c6RGQmKSSNdo+U8Bivy5+ld+LaH7UboRr55Ty/M77c5xUjDIx60gPi+fwnf2Om6zc6jC8DaZNHbyRqm8+a/IDEHCrgHn1IA61y1e8zySX2m/F8SxqbUTh1cnnerHA/8AHRXgx60gCvrf4KzwTfCvSVhYExNMkig/dbzGOD+BB/EV8kV6j8EvFNxonjWDSmkJsdTPlNGTwJcfIw988fQ0AfTzHDGo2fnFPc/MagbmrAbI4JwaqTtuCt6UszFZME1VknAxnpiqAn1C8H2eGBDyRkiqkEYb55DhF5NVRI00uF5J6n0qaRmdRDH9wfePrQBa0y487XYnPAOQo/CusrhtPkMepwOvQOB/Su5qJbgFFFFSBHIM4qtK+wE9aTUrsWOnTXJTf5YztzjPNY0ut2dxCGSdFz/C5wRVRavYfK2rkk0xlkxnitOB9yL9KwIplk+dGVx6g5rUsJcqVJ6VbWgjTFKKap4p1QA7tXEeLvHujaTp+uWceuwWus2do7pHgF1kK/IAGBDHJXj3rtucV8d/ErxDb+JfGV3qENlNaMP3MiySBizISu7AA28Dpz9aTAzvEXjjxH4rgig1vU3u4on3ohjRAGxjOFA7VzmT69aSikB6F4L8SvoHhnULny1kMd5bmN1lZJonKvhkIBGMIQQ3B4GDmvorTPH3hu80SDUjr1u0bDDlgUYMBzlOSvqfT1xXx0kkggeEORE7KzL2JGQD+G4/nU2n6ld6XeR3VnO8UsbBlZGxyKAPuJZ1ktVuIGWaJlDqyHcHU85BHWuY8T6rbahpqaRaS+ZLfOEdADlEBy270HGPxqP4Ya1Y674LtrixEMe1mWWCLgRSdSNvRc9cDjnIxnA6aaG3mumiWPE6KJCwjwCDkfexg9DxTGnY+Xvihfw3Y0NI7mK4eO2k85402ASeYVZdvVcbeh56V5tX1f8AEj4c2PiTw00sKxWt/Zb50mWMfvBjLK2OucDntivn3xRocekaH4bvIIMLqFiZ5JSxJeTeQRjoABtxihg3dnJV7t+zZHm+8QyY5EUK/mW/wrwmvbP2d9Xt7XxHqmlzMFlvYFeHJ+8Yycge+GJ/A0hH0ZtA6AZpCM0+mk1QCGq8r4FSOwAqjPL9aaQEUkpAbHpRbyF5CG9jVaZWmR0BKhlIyDzmrdxa/wBn2YuXkZgijzDj9eKpuwF5p44YGllcLGoyzHtXF6zrc+pExxbo7YdF7t7n/Ck1HWTqLiJMrbIeB/fPqarHaVziuGtWu+WJ30KFveluZkinbk9aqSfKa05VyCMVRkTjFc6Z1WOn8D6l5dzJZSN8so3J/vDr+ld7XjNtcvYXsU8Zw0bBh+FevWd1He2cVzEcpKoYV2UpXVjz8TDllfuWqKKK1OYKKKKAOc8XybNHVOfnmUH9T/SucgICgV0HjHP2C2x088Z/75Nc1Eelcdf4z0MMv3Zog5Apw6Z71FGcqKefu9azRbRBOQBxWPcW5vL20hH8VwufoMn+grVmbg0zSYvM8QWQxxmRvyUf41rSV5ImekGddsktrNmgi82RUyke7buOOBk9PrVuMkopZSrEAlc5wfSnFcNilArtPOPK/jhoFhN4TbXjax/brWe3U3GPmEW8jb9Mv/KvJ/jNokem+O3u7Zi1rqcK3kZLZ68ED2yOPrXv3xTtPtnww8QRYzttvN/74YN/SvGvjJHYjw/4Ke0ZB/xLwFjDZIQqhHvjJNJgePVr+Hdcu/DmvWer2TYntZA4B6MO6n2IyPxrIopAfcPhvXrPxPoFnrFkT5Nym7aTyjDhlPuDkVq5xXzp8HfiLpPhTQdUsNcvWhhEyzWyiNnLbgQwAHT7oP412l1+0D4Ri4gt9Sn9xCqfzNO4HrKmlJxg143b/tD+G3kKy6VqcSAZDfI2T6YzVa8/aO0lQws9CvJT2MsqoP0yaAOL8S3uo2tn8RLC0jPkNrUP2xx1WMtJj8CyqPxA715PXbz/ABBmkufFcqadbhPEQAlR3LeTgk5X1OTnmuIpAFbPhO4Nr4v0adTgpewn/wAfFY1a3hiEz+KtIiXq15CP/HxQB9rTnDv9TVYSDdjPWrF2cM31NZUkuxg3cc1ogEvpdsx9hisqaZSSCeB1pt7fIsyo0i+dKTsQsAT9KfaxB3UuF45xTAmto2ZeBtz+lS3C+VFtUY7VoRphRgcD0rnPEOt22l5RiJLg8iIHn8fQUm0ldjSbdkaunWzz3caxDG1gxPoBXY1yvga/fUdDNxKFEhndW29OMY/nXU9qhyuDVnYWiiikIwvFMnl6HN/tlV/WvO5B5ibTzXc+NJdmmRJ/fl/kK4dRlc1zVn7x3YZe4Z6xzW0xkt5Xib/YbFb+j+Jbi3u4o71g8THa0hGGH+NZkyDBqiJHjuI3j++rAr9QeKmFSSejNJ04yWp7JDOkg+U1MKgt8tAhdQr4G4DoD3qyBXczzSpeXkVhayXM+8RIBnYhduuBhVBJr5P+MOnWum/EvVY7RQqSMszKOgZlBb9efxr62uIRc20sO94/MQrvjOGXI6g+tfM/xg8C65Ya1/bTtNqcU9uGuLxYQu1kAUlwvC5G0+nWpYHkdFbOuaNLoWoLZXEkbzeTHK4TPyF1DBckckAjpxWNSAKKkCMULhTtBwTjgVIkUkiOyIzKg3MQMhRnGT6cmgDsvhl45m8FeJ0nkdm025xHeRjn5ezgeq9fpkV9dW1zDeW0VxbyJLDKoeORDlWUjIINfBdes/Db4vz+ErZNJ1aKS80oHMTIf3lvk8gZ+8vfHbtQB9MajD9o0y7gBx5kDpn6qRXzL4xtyfgj4JuJJGkkWaZF3AfKpz8v0G2voDw1420HxdGTo+pRTyBcvA3ySKPdTz+IyK+eviRa6hD4M0BFcnTLS6vbVowOEmE74J+qYx9DTYHltXtL1C60jVLbULOUx3NvIJI3HYg1RopAfcvhvW4/EXhvT9XiXat3Asm3+6e4/A5rSZj2FedfA68+1fDCxjLZa3mliPt82R+hr0KQkDg1SAhmldR92qEszMelW2jeTq+BVWeREHlx/i1WgI4VMlzGvqwFdAyhlKsAQRgg96yNLj33Rc9EX9TW1US3A838Q6QdJvhJCD9mlOU/2T3FVIW3rXoeqafHqVhLbPjLDKn+63Y15sqva3EkEq7XjYqwNcVaFndHoYerzKz3JpBj3qo6jBPerbsGFVZSVY1znWjOuF44613XgLU/Ps5bCRvniO9P909f1/nXDzsewqxoOonTNYt7jOEDbXH+yeDW1GVpGGIhzQPZKKapDKCDkHkGnV2nlhRRRQBzXjP/AJBlv/13H/oLVy0LZ5rqPGn/ACCYP+u4/wDQWrlrYZUCuOv8Z6GF+A0YuVqRulNiHy09xwazRpIpSj5c1c8PR7tchbH3IpD+eBVSX0rS8MLnVZ2/uW6j8SxraiveMqz9xnUt98UUPxg0tdhwGT4ptvtvhHWbXGfOsZkx9UNfJviy91P+z/D9pd3PmW40qJ4I8DCKWb9eOtfYlwgktZkIyGjYfmDXyh8QdLaDwp4K1Hy8CTTTbO3q0bn+hpMDzyiiikAUV0fhPw+niTWWsZJruHETSBrSya6ckY42KQQOevau90n4OSyQZ1DTdeuJCTgQLBaoB2y0zbv/AB2gDx+jFfRdn8FLVkGfDtsg9b3WZXb/AL5ijA/8erVtPgrbQyiRX0uzYdPs1pLIw/4FLKw/SnYD5st9PvLl3SC1nkZIzKwSMkqg6sfQD1qlX0D4i+H9lpfjjRbKXU9RuYtatLu3keSURjeke5FAjC/Lkr8vINeAMCrEEEEcEGkA2tvwhMtv4y0WV/urexE/99CsSuq+HNrBe/ETQLe5UNC94m4Hvg5A/MCgD7Avx1Pua5rUr1La2mnfJWNS5A7gDNdFqhP2N2B5xmuH1U/arO6jHTymA9zg1a2Glc84uNRuNVujeXB/eMeAOiDsBXRaTqupRgBbyXHbJ3fzrlrVf32z3rqLCLCiuOUmnozvjFNWZsT6rqMkJDXk3T+Ftv8AKuUuP9YSeSepPeujlXEZ57Vz1yuDms+Zt6mjilsj1H4Yk/8ACOz8/wDLy38hXbVxfw3i2+GCxGC9w5z6jAFdpXXHZHnVPiYUUUVRByPjo4tLT/rof5VxsZ4xXU+P5SBZRD/ab+QrkY3G3muSt8R6GH/hjbhsDrWcGPnAjqDmrly3ymqdupkuVQcknAqY7mstj2eyk861ik4+dA3HuKtiqNnAbOCK2Y5MaKufXirqmvQZ5Q8Vi+MLP+0PBeuWmMmawnVfrsOP1xWyDSOqyIyMMqwIIPcVIHyr8TIhfeEvBWvmNRNc6cLaZlOdxjwAT79a8wrvfFl7qI8CeHtHmgAs9OuLuATd2lWTlT6YDD864KkBt+HdZbQtWgvTBDcxA7ZbadA8c0Z+8jA8YI/I4NfQ978PdFi0ZNc8K6RFcWt3b77rSpXYrewPhwFJJKSKcFSO/FfLtfYHwe1Map8MtIfJL26tbPn1Rjj9CKAPnvxt4GHh+3tdc0p3uNA1AboXfl7d+8UmP4gcj8D3FcHX1f8AETwks+nXdxDbTz6ZPIs2pWNscPuX/l4hHTzAPvLjDgeozXz/AOMvBkvhae2uIbtL/R75PNsr+IYWRfQjsw9P/r4AOcsL670y9hvLG4kt7mFg0csbbWU+xr0u38Sf8JP8JPFlrfvGdRgvY9TVVXbuDuquwH1Jz/vV5RUiuyZ2sRkYOD1FAEdFFFAH0l+zvdbvCWq2xJ/d3wcewZB/hXrkj+leIfs7My6br2QdnmxYOOM4b/61e0s471cUA2WQhSB371RbrirDndkmqxqgNXSUxFI/qcf5/OtOqmnpss4/U/Mfxq3Wb3ASuL8ZaZsdNThXrhJcfof6flXaVWu7aO8tJbeUZSRSpqJR5lYunNwkmeXxvuWo5uelLcwSWN9LaS/ejYr9femk7q4JKzsz14u6uihMTnNVCcE1duV9Kzz940osqS0PWvCOp/2loUW5sywfun/Dofyroa8t8C6mbLW/sznEV0Nn0Yfd/qPxr1Ku+nLmjc8itDkm0LRRRVmRzHjY40qH/ruP/QWrmbIEgV0njZs6fbJ6zZ/JT/jWFYx4jFclf4j0MN/DLQ+UYNDvkdaWQYWqckuDyayRq1cc/vW54YtzGbiY5zKEIz/dwcVz1vG+oXkVpCfmkOCR2Hc/lXcWkC291OiDCKERR7Ba6qC6nLiJWXKWZB8tC9BQ/IpqHiug5BwwSAe/FfOnxOjC/CHwwD96K/uY/ph5B/SvoxfvD6ivnL4pSD/hW+mw/wDPLXL1P/H3P9aTA8VooopAev8A7O0W7x3qEvZNNcfnJH/hX0oetfNP7PEzp48vYgflfTnJHuJI8fzNfS3emgJFp1NFOpgeZ/GUSWOmaD4ihB36RqsUrH/Ybg/qFH4181+KLZLPxTqsEf8AqlupPL90LEqfyIr66+IGkf274A1vT1TfI9qzxr6unzL+qivl+5tItb8O61rinfNbJY7zj7pIZGH/AI6tJgcZWr4f1FtH8RadqIO021zHLn2DAn9KyqB1pAfc17IlxYGSM5jkTcp9QRkfpXE7cqy+oIqx8Oda/t74a6XcO+6aGI20uTzuT5cn6jFN24mdfQmrQ0eXxJt1J19DXWWA+UGuanHl63cD0kI/WuksThBXFNanoQLkw+Q1zt6uK6STlMVgX6Z6elZrc0buj1rwNEIvCFhxgsGY++WNdJ3rnvBTBvCGnEHP7sj/AMeNdD3rtWx5kviYtFFFMk828dTFtaWPJxHCv5kk1zYY7eK2fFZabxDdjB4ZVH0CisZ4JEBPI/CuGq/ePVoK0EVrh+Ks+GovtXiCzi6gyrn6A5P8qzrl2CksK3Ph6Uk8TxF+oViv1x/+uqpasmtpFnq90u0rIPoaEbNTyoHiZT3FUYHOwbuo4ruWqPMLY5pQcGkRwwp+BQB87eK9Nz4U+IenMiltO1xL+PI5QTcnH4HFeG19K+MrEDxX48sRx/aXh5LwD1aI4P6KK+aqkAr6R/Z0u2k8L6vaFiRDdq6j0DJ/iK+bq+gP2bHzF4gj7Zhb/wBCoA94ryzxn4Ws7GzvLW4XHhbUpN8pVc/2VdH7s6jtGxPzDsTnoTXquKguLeK6gkgnjWSGRSjowyrKRggjuKoD4j1zRr3w7rFzpd/HsuIG2n0YdQwPcEYIPvWRXvPxO8DvDYpboGkltEZtKuG5aWBQWe1c93QZZD1KgjqK8Pnt5bd9kqFWKhhnuCMgj2xUgVqKKKAPo39n6UN4M1GLI3Jfk49jGv8A9evWCM14R+zvqW3Vda0tjnzYEuEHptbaf/Q1/KvfdoPfH1rRPQCrIMJVY8mrlztBA3ZqqgzKB/tCmB0MQ2woPRRUlIOBilrIAooooA4Px3YeXNBqKDhv3ch9+x/LP5Vy8T56GvTPEkEdx4evVkxhYi4J7EcivKbYsXHXFceIjZ3PSwk7xt2J7jkEVmuvzHitiSLKE+gz0rNkUb650zr6DIJXt5o50OGjcMCPUHNe3wSiWCOUdHUMPxGa8PcfKeK9q00EaZag9REgP/fIrsw70Z5+MWzLtFFFdBxHL+Moy1tav2E2PzH/ANasq0UBRW34vZV0yEnr564/I1i2rAoK5K3xndQf7skn+4axLzOMDqTWzNyD6Vj3g2tketZ2Nky94RzH4hCtzugfH5iu6KgXDkdwDXDaIwTxDZv0DbkP4qa7sn/SCP8AZFddH4TixHxg3SolODU3aoSOa2MB4PzD6ivmT4ozk+F4YPTxFqP6Ff8A4qvppeo+tfOfibT7XVbPxJ9r3FdMk1G8iVWx+8eeNFJ/I8UmB4vRRRSA97/Z00pQuuauygt+7tY29P4m/wDZfyr3leSK8f8A2eOfBWpgdf7R/wDaSV7CnWq6APFLR3oPTmgBpwQQwyDwR6187DwpNpMfxM8NiIhDaJf2hA+9Grlxj8Bj8DX0TUUsMUquskasHXY2R1U9vpQB8G0V7Jpvw4h+1eOPDNzahruyhF3p9wV+faCSuD3DDAI9fpXjhGDg8GpA91/Z/wBWZtP1zSHPyoyXMY+oKt/Ja9DkGLt/fmvH/hHMPD3jGGG8dRHrOn5tpAeC24ELn1yrL9a9knH78H2q1sNHmuqqE124IHWQ/wA62bGQbB9O9Y+uZXxFeIOnmZ/MA1atJtiDNcc9zvhsjcMmFrNuYy2cCrNsWuCcDirktmqxdOayZqjtfh5ced4Vhj7wSPGfzz/Wutrzr4c3YhvdQ05v4gJk/kf6V6LXXB3ijzqqtNhRRRVmZ5j4iUnxVd/7y/8AoIoEKtFggGpvEqGPxRMf7wVv0x/SlhwUrza3xs9ej/DRkXdhEUPyAVQ0hv7K122uVOFSQFvp3/SuhuEBU4rDni+ckU6Tsx1EpKx7MT8hI9KzgCSRjHrTNFujdaFazZ+YxAE+44/pVzaHXcK9OLPIas7EYVk5HIqZJc8HrTUPGDSlAabEec+PbcL460WXb8uoaXqGnsw7kx7lH6GvlA8HBr65+KBFlY6Hq7MFWx1WMux6BJFaMk+3NfMfiHTP7Om08+WEF1YxXAwOCGyAfxxmoYGDX0T+zhHD/ZGuyBR53nxKW77dpwPzzXztXuf7OF+qarrWnu3MsEcyL67WIP8AMUAfQ9FFJiqAzdb0e213SprG5LKr4ZJUOHicHKup7EHBr5yu/BN5qlxq/ha6gSPxFpYa609kG1Lu3Jy0a+2TuX0yV+n1BWLqXhzT9S1jTdWlV0v9OctBPGcNtIIZG9VOen5UgPiWRHikaORSrqSGVhgg+hqGvov4n/C+yutbXxFbRulvckx36w/8spGGEnx6bsbh+PrXhmvaDfeG9audL1CMpPbtgkfdcdQynuCORSA7b4EStH8SFUf8tLOZT+h/pX049fJ/wov/AOy/iVotzIMQzTNasx6ZdSo/Ug19ZMy9xiriBRl5ei2XddRD/aFLIRuOOtPsBm9j/E1T2A3aKKKyASiisvWtVTSNPedsGQ/LGv8Aeahuw0m3ZGB4w1Uf8gyBss2DMR2HZf61ztragAcVDEZLm4aaVizudxJ7mtaNQFrz60+ZnrUKfs42K9wgMRBrDuVC9K3bpsA5rnrktNOI0BZmOAB3rKKuzaTsrlrQtLk1jV4YMHylO+RvRR1/wr2EAKoA6CsLwxoY0fTwHA+0S4aU+nov4Vvdq9GnDlR5Fepzy8h1FFFaGJyvjfI062IPAuBkf8BNY1hJmMc1v+NIvM0Ivj/Vyq39P61yumS/KB3rlrfEd2H1hY05TxWbdruBrQkbK1SmHBrHqbpaCaTJnVdPHfzgDXfyHF3j1WvPNLwut2eegnX+dd/K/wDpo/KuyhscWI+Is1Ew5qQHNIwJrY5xi9R9a+cLt3kj+KwY5WEKqcdN1xuP619IYxz6V4bqGhS2ulfFiZ0YB5VCMR94DEnH50mB8+0UUUgPor9nOYt4f1qHP3bpH/NMf0r2xRzXhv7N4/4lmvnt5sX8mr3AHBPNUBKKO1NB4paAE701qcetNNAFFtOtW1VNS8oLeJEYfNHBaMnO0+ozyPQ18x/GLwevhnxg1zaw+XpuogzQhRhUf+NPz5+je1fUxrJ8Q+HdL8SaYbDVrVbiDdvXPBRv7wPY80WA+ZrDRNR1PwHZatp0hnfRrrf8g+aJGYEj/gLDf9JM9jXvc53SAnGfbpVjQfCuneEdGfT9NDeW53SM/wDG2MZI7cAVA6jzAAAAOAB2ppAec65g+Kbv/eH/AKCKt26Iycj86o6xz4gvHB5EpH5YFW7dt64HWuSe7PQhokbGnbcNgfStOUAx4x2rN05Nigdc9a034iNZstXbK3hmb7J40tT2m3RH8Rx/KvXK8VgmNt4j06YH7tynT3OP617T2rei7xOTEq0haKKK1Oc4XxnD5Wq2lyBxJGUP1B/+vVGA/IK6PxnambRPPUfNbuH/AA6H+dcvZSZQc1w142nc9PDSvTt2Jpl4rMni5Naz/MDiqM6/Kazjuay2Om8IXW7Rnt8/NFKR+B5H9a6GE4yv41zvhOADSZXUfO0xz+AFbn7xCG7V6cPhR5VT42WyoJoAxSK2QCKdTIOV+JOlHWfh3rdoihpPszSoP9pPm/oa+c/iZbD+yfA9+ows3h+CL8Y85/8AQhX1qyhlKsAykYIIyCK8T+NnhO1i8NeGksYTDaWV19jCpz5ccmPX3UUmB85V6R8Db17X4pafGOl1FLCfpsLf+yVyXinRf+Ee8UalpAlMos52iV2GCwHQ4+ldB8HVLfFXQtvUSuT9PKfNID7AxSGjdRkUwExQaXiimBBIqupR1DIwIYMMgg9RXmfxb+HqeKNBS90yH/ib6fHiJR1niHJj9yOo/Ed69OkGRTAcinYD5g+HvgK/1zSdbIY2t7DFFcWUb8MZAxaN+eg+V1z/ALR9K+k4ZJDawmdT5pjUvkAfNgZ6e+astFALj7R5SGfZs8zb823OcZ64zzio5GB7UJAVJiM8DFTaaM3nH900yRMRs549Km0tT57t2C4pvYDWooorMCJ2VELsQFUZJPYV5lruqPrWqlkJ+zx/LEPb1/Gt/wAZa35Uf9m27fvHGZSD0HYfjXK2UPINc9edvdR24Wl9tl60h2r0q25wvHpTU+VPSoZ5dqnNcTO9FHUJ9sZyf1rW8D6P9ouG1S4XKRnbCD3bufwrBtbSbWtYjs4c4Zss3ZV7mvWbO0isbSK2hXbHGoUCurD0/tM48XVsuRFmiiius88KKKKAMvXbf7Vot5EBk+WWH1HI/lXndi+Oe1eqSLvjZfUEV5VbJskeI8FGI/I4rnrrZnZhXujXByvWoJe9Pj4TFMk6GuY60UfNa3mWZB80Z3D6jmu1066N5YW12esiCQ/jya4mZevuCK6fwnKJdAsxnO1Nn5V14d7nJiVszqEOVBpScGooD8mPSpSMiug4wxWJ4vs/t3gzXLUDLS2E6qPfYcfritlT2pzIsiMjgFWBBB7g0AfIPiDw7Y6b8O/CmsQwsl7qHn/aG3EhwHIXjscDtXDV7N8VNIk0b4ZeErKQENaT3EBz7M2P5Vxnw00i11rxNPa3cayKNPuXRWH8YjO0/gefwqQPWf2dISvhjWZ8fevFT8kB/rXsu75q8v8AgLZtbfDlpyMfar2SQf8AAQE/9lr0vJ3GqQFkHNOzUSnipAaAFNNNLSE0ARmmMcCnmozyaaAoXx2WznvWEBukHtzWzqJ3RFR6isrAjWRifurQB5TqEhfV7l89ZmP6mrtockDOKo6jGYb+VT1DHNW7E5ZRXFLc9GOx01iPkFXZPuVVsQAoqzMcKazZojntQfy7mOTn5JFbj2INe4o26NW9QDXhGqEvKqDqzYA+te7RDEKA9lH8q3obM5cXuiWiiitzkK11bpc2ssEg+SRSp/GvNLeN7W4ltpeHicofwNep9q4PxXafY9WjvVGI7lcN7OP/AK38jWFeN437HVhJ2ly9yJcFap3K4Bq1Ad6A1HJC8rhFGWY4A9TXKjtZv+EN39nShgQplJU+vHNdBjkiqllbLp9nBbjkIuGPqe/61ewCK9KKtFI8qcuaTaIk+V9vY9KlIpjKce46VIh3LTJEFYHjXRT4g8J3tgn+u+WWE+jowdf5VvniigD5O+Nlmbf4j3Fx5ZRby3huACO5UA/qDWr8HLa1j8V+GL6NAJZZby2lb1YRh1/8dJrZ/aO0thf6HqyqdrxSWzn0KncP/Qm/KrXw58K3+mt4KuJI2iM13c3zK4wQhgC9PfIx7GpA95xxSYNKDS1QDckUm+nGkPNADSQRSYA4pSuaTaRQAhKgcio2kRRnApZlOzNVGVn74FUkBFcTGU47Crekj5pvwqm6YbFXdLP+uHoRRLYDSrL1rVYtI02S5fBbpGv95u1X5JEijaSRgqKMsx6AV5R4j1x9c1TEZItYjtjX19/xrGcuVXNKVPnlYrJJLfXUlxMxd3YsxPrWzDEqIPeqdjbhVBIq8zY59K4JO7PViraCySbRism9uC2I0yWJwAO5p97dBQQDzXR+FPDrKU1O+T94eYY2H3R/ePv6UU6bmxVaqpxuanhXQv7JsvNmX/S5gDJ/sjstdJRS16CSSsjyJScndhRRRTEFFFFACdq8w1GM23iC8j7CUkfjz/WvT68/8XW5g1+O4A+WaMH8RxWNZXidGGdp2Io+fpTZBg4pbc7ox7ClkXIrkO9blGYdK0vh/P5ujlc/cnkX/wAeNZ1xwF471N8Nmza3yf3LuQfrXVht2c2J+E7+Phj71NUI9akBrpZwiMMHIpwORQeaYPlOO1AHlP7Qdl9o8B210v8Ay63qk/RlK1598H/Dc7pfeKDHKsVmk0YYjCuht5d2PUhtnT1r6J1vRLDxFpE2malEZbWbG5QcHIIIIPbkVV0HRI9K0i503yY47Z7q4eOKP7ojeRmAx24PSlYCj8P9K/sXwBoliy7ZFtVkkH+2/wAx/nW+fvVLtCIFUAKBgAdhUJ+9VICZelPBqNOlSUgFpD0paQ0ARtUbdCakaoz3pgZNwxOfrVG9j8qxOfvOcVq+UPMJYjrWVrMmZUjB4AzVAeZeIoTFfluzgEfhxUenn5lrW8UwYiik7hiPwNYlg2JBXHVVmd9J3SOws+UHrUtwcRmorMkxg029ciM/SsGbowZP32s2seR806D82Fe9gYFeC6epn8Q6eO7XMf8A6EK977V0UdjjxXxIWiiitjlErH1/Tv7S0maNR+9Ub4z/ALQ/zitiik1dWY4tp3R5tpr74ucg1uaRZma+ExX5Y+c+9VIdNaPxDeWicJv3j2U8/wBa6y1iSGMKgAUdKwpUne76HZVrK1l1FOCCDT1bHBpGQZoxjpXWcRLjNRnMbZ7HrSq3Y0/GRSAUEEUYqIZQ8dKlBzzSsBma3odhrtokF/aR3Ahk86ESDIWQAgH9T+dJo+lrY6RpdvMqefZ2qQhhztIRVbB/4DWpxSE0AFGabzSbT60wH5FJxTMH1pduaAH8UhIFGMVBI/OAaAEncsNq9TVZ1KqRmp8Y5qNlJUsRgCqQFZVyc1c0v7sx/wBqqyDEDHv61ha7rsmi6O6wAie4bar/AN0Y5P1pSeg4pt2Rn+OfEu5m0mzf5Qf37A9T/d/xrl9OhLsGNZcZaecliSScmumsIgiAmuGpK56VKCirF+MbEAqreXQjXrUlzMIowc9av+G/Dp1aUX9+p+yqf3cZ/wCWh9T7fzrKMHJ2RpOaguZi+GPDbX8i6jfp+5BzFGw++fU+3869D6CmgBQABgDgAU413QgoqyPMqVHUldi0UUVRmFFFFABRRRQAVyvjW0Mumw3SjmCTk/7J4/niupqlqVqL3Tbi2P8Ay0jKj69v1qZK6aKhLlkmcBZP8g54q244rLsXK5VwQVOCPQ1qZBUVwnqXM+6BHapPh4vl3Osxf3bwn8wDTrtcxj2qDwbL5Hi7U7Y8CeKOdffHyn+lb4d+9YxxK9y56LnilzxS4BFNxXYeeODjvSnnmmbM0AkcGgB2RSfjRRSARjUYAzTzTOM+9MB4p/emr1p1JgLSGlFIR70AMaq7Zyanb61C2aoCHy+cnoK5++O+7kbsDgVs3lwY02g8msaX52YnvTBHNeJoN+msQOVOa4+0bEi16rFp0eozG0lUESwyAA+uOD+deUxKY7ho24ZWIP4VzVlqddB9Dr7Fz5Qov2zER3qCwYmMDHtVm4iypJrkZ2JGZ4djEni3So26faAT+p/pXunavEPCeJPHGn55xIT/AOOmvb+1dVH4TgxPxhRRRWpzhRRRQBntahNTkueMyRKn5E/4ipY+DilkbM3HQcUo65qlogvcc1JxTutNYY6UAIwxzSh/WlByKXaKADINAxSeWD04o2kd6AHZoxmkBpaADbQRS5opAJj2pelBIHNRtIKNwElfqB1qNYwOTSbiT8o608IT948VQCdeB0FQTuT8iipnbA2rTYoh9800BXnXyrUL3Ncb41h36TC4HKygfmDXX3r7nCjoKwPE8W/QZD/dZW/Wpn8DLp/GjgrK2wwPNbaP5aDnis+1O361r6dpk2tXQgi+SJeZZMfdH+NefZt2R6l1FXZa0bRW168WSQMtlEfnb++f7o/rXokcaRRrHGoVFGAoGABUNnZw2FrHbwJtjjGAP6n3q0Oa64QUVY82rUdR36DqKKKsyCiiigAooooAKKKKACiiigDzfWLf7Hr91HjCyN5q/Ruf55p8bfKPetXxpb4e0vAOQTG38x/WsWElk61xVFabPSoy5oIdOoMTeuKyLKX7H4z0qfoswe3Y/X5h+ua2HIK4rn9Z3QxxXS8NbTJOP+Ann9CadJ2mh1FeDR62p4parQzrJbRyg8OoYfiKkEw6Hiu+x5hLTWxTd4NNI96LAPzmgfSmilHBoADio+M9aeQTTdppgOWpKjXIp2aQDs00sKCeMUmKAG5znioZ3EaFjU7EAVlalN8m3PWmgM+eUyuT+VNjiLnJp8MJfk1YfEMJNMBuk/8AIwRjPCxsB+VeaeJbL+z/ABlfw7dqtMXUezcj+degWU3lapDN2Eqgn68f1rn/AInWXk6/Y3yjAmi2MfdT/gR+VY1lobUXaRn6ePlxWhcL+5P0qhpo3LV+5P7o8dq4WekUPAaF/HFvkZ2pI304r2evIfhxHv8AGM7nP7uBsfiRXr1ddP4TzcR8YtFFFaGIUhOAT6UtQ3DYiI9aEBXT5mLHqalxxUMZqcdKtghVNKRkU0jmlBpANII6UoY96fSFc0AGTRk0gOOtOoATmjtS0UAJzRupabgUAB5703ap7UHjpSYJoAcABQTgUdBUZG489KAEGCfWnyEJETTlUKKq3L7vlFPcCk+Xck1Q1yPdotyCM/uzWntCmqOsqz6ZOqgljGQB6mnLZlR+JHB6bYXGo3qWtumZGPJ7KPU+1ep6TpcOl2K20XOOWc9Wb1qp4d0SPRrIBlBupADK/v6D2Fbgrnpw5dXua163O7LYWiiitDAKKKKACiiigAooooAKKKKACiiigDG8RWv2rQ7lQMsg8xfqOf8AGuJtm+Uc9q9KdFdGRhlSMEe1ecNCbeVozy0blD+BrnrrZnZhZaNEzjAzWfqFss0Dxt911Kn6GtHO5feq8wHlnNYeZ1pHReEr5b3QoIpMefAvlOPdeM1uGIGuL8MrGuoyxFyryfMMHriu0UMvDHcPWvRhLmimeXUjyyaGGHFAQ+tTA+tIVz0qrmYwDAo5oIIpNxHUUBcXdxShhTN9ODLQFx2eaXtTQy0m8UDuPzSFsCmFxUbzKo60WFcSWQAVlXQ8ydBirMkmfmPTtVOSbnI60wJshFAGBVW4BkwM8Um53J604QO2M8UwM+8IhhG3qHDce3NT/Eq2+0+Hba7UZMEytn2YY/nio9RQB0TqTWvrdqdR8BzR43P9lDj6qAf6VnU1NIOzTPP9KPyDFX7sgREnpWfpJDIh7FRV6+P7k5rz2eqix8MIs63qk392MJ/49/8AWr1KvOvhYuV1eT1mQfoa9Frsh8KPMrO82FFFFUZBVaX5lYn0qzVWVgp8vI3EZAzyRTQEcQ4qWkjACin7c1TAKbTgpoIPpSAKA1IKCKAHZBoxTMUZPegB+KTBoBozQAYNLxSZFFAC8UhpPxoPSgAxmjAFJk00570AEj4HFV2Hyk1KRk018YqkBWIy2BUVwF3qGGRkZH41ZUZkzVW5OZGxVAb9FRQOJII3ByGUGpaxAKKKKACiiigAooooAKKKKACiiigAooooAaBwK4XWIha65OpGElAlX8ev6g13dcx4ttA9tDdgfNG2xseh/wDr/wA6zqK8TahK0/UwCw24HSoJmBTP6VKFxH16daY0O4ZrjZ6cbGPfNJCFmRnR43DBkbBBHvXoGk6pJcQxCdTl1BVz3+vvXHzxpIhWRSV6GrkWoX9tpf2W2S3mAH7tpg2R9cEZrooVVFWkc2IoudnE7o5xnBpQayvD+py31kq3Kql0g+dVOR9R7Vs4HpXUmmcEouLsxnBphGKl2ik2A07iIGx3FNwGOAasGL3NN8ojpincRF5ZHfNG3aMk1IQyj7pNVpfNc7QrAUCI3kJJAxULMfWpPs8mMBDR9jc8cDimBQlZpG2rzUkdkcAtV+KzEY7E9c08rj8KdxlXykiQnHNR7gELYp7q8jbRgDOOtV77csYQOAD1pAZUz+fdM56KCfyFddZwiXQ4IWGA9uFI+q1y6QKkE74zhMZPua6vS/M/sy38z72wfl2/SpkV0PKNMiMUjRf88yV/I4qbV22WzMT2xU9syHUr8gBQJ3/Dk1n6y4aNueBXBLc9aGqudF8KH3WmqDv5qHP4GvRq8y+FSv5mqEH92NgP15/pXptdUfhR5lX42FFFFUZhXnfi+6un8QReXvS3gjws0bYIfPI9u1d+5IRiCAcHBNeZ30k0ly0kczlix3Yw34Mp+8Pcc1vh171zKrtYt23iPV7dcieC5QHhZhzj/eHP55rRi8f2cRA1KzntfV0/eJ+nP6Vy80tug+aK1D4ySS0Z6+lUjJaSyFHhXbz8wua6XTpy6GSlOJ6hp3iPRdVUtZalbSkdV3gMPqDyK1uGGRyPUV4pci2aAWsCRRosm/C4bJ7kk9T/ACq7avcQxbLO8urbC4XZMePTg8Vl9WvqmX7dLc9eGKMD0rySLxB4ltwAurs5HB86NWzUsfj7xJbkB4rG5HPVCmfyNS8LU6DVeB6sVHpTdorzaP4pXcKsbvQ1JXvFcYz9Nwq/Y/FTR7qFpZLK/iVCA7CMOF+uDn9Kh0ai3RaqRfU7nbRtrm4fiB4XmiWT+1Y41Y7R5qOnPpyK1YNf0i5/1OqWb+wnXP8AOo5ZLoVdF7YaTa3vQk0Un+rkRvowNSjn3pDIdpp3apMUlFwI6YzegqfFRnrQBGAx7GmspPQVNSHHXp9adwIfLI5JqnIgDH60681aws1Jnu4lAGSA2T+Q5rm7jxlYyGRbOOSYr/E42r/jVapXYLV8q3Ot0lmbTYt4wQWH5E1oVm6HcteaLZ3DgBpIgxCjjmtI1kD3FooooAKKKKACiiigAooooAKz7vWdL06eGG+1K0tZpziKOedUaQ/7IJ5/CvlD/hdvxD/6GH/ySt//AI3VJfix42XULi/GtD7VcRLDJKbSAkopYhR8nAy7dPWgD7A1G+t9K0261C5fZb20TTSt6Koyf0FUdM1HUriB59T01bBNnmoiTmZwuMkOAgAb2Ut9fX5Qvvi5451KwmsbvW/Mtpk2SJ9kgXcvpkIDTLX4reMrK4nntdUhhmuHLzvHYW6mVic5YiP5j16+tAH1Zp/iIXlje6jPp9/aWkExSHzbaTzZ4wq/OItu8ZYsAMZIXPfAyNX8QT3HhWGd9Ilt7q/lkSK3uX8rykTe3mysR+7Hlx7iMEjIXk183W3xf8d2jXDQa6VNxL5spNrAdzYAzynHCjgcVWk+J/jKbSJtKfWmNlOrrJGIIgWDks3zBc8knv3oauNOzue8yXlysdjFBDb3V7dzPCiQ3B8pSgLOWcqCqqBk5XPIwDkVNPdXMEVrFFbQXN9dXBto4orj92HCF23OVBACKWOVzjGAcivniz+IPiiwtra3ttT2R23mGP8A0eJmBcEOSxXLE5PJJP5CnWvxE8V2assGrFd07XBJgjY+YyhC2SuR8o2/TjvWLpK5usRI+gLue5jis4ora3ub27uGto44rj90HVS7bnKggKqkn5c+gORVm2WZbZXl+zltzI32eUyIGHUZKqe46gV87WvxE8V2drDbQaswjhd3QtBGzBnzuYsVJJO45JPOaLT4i+LLGyjtINXYQxlmUNDG5yzFiSzKSSSc5JpOjoWsS7q59IfaZYXBV2XjBKnB/Opmu9XEZez1mUHGQs6JIv8AIH9a+bW+Jni9/vavn/t2i/8AiKQfEnxcFKjVzg9R9ni/+JoUJrZg61N7o9Kk+OXiTSdUurC/07TrzyHK703RZH4E1t2X7QulvtF/oV5Ce7QyrIPyODXz1d6leX1zJc3M2+WQ5ZtoGT9AKg8+T+9+grdN21OWVr6H1hZfGvwReEK+ozWpP/PzbsoH4jNdLZ+M/DOooGtNe02QHoPtCqfyYg18VefJ/e/QU0yMeuPyFO4j7ujliuF3QyJKp7xsGH6UGNs/df8AI18LR3lzCcxzyIf9liKsf23qoGP7TvMf9dm/xp3Fqfb3lt95wVHvUZnt0yzSxKP9pwK+H5NQvZiTJdzvn+9ITUis7KCXc5H9407gfa76ppsC/vdQs0P+3cIP5mqkmtaXjP8AadgATx/pUf8A8VXxn9cn60hIYYKjFFwPsJ/EWiWqFpda01cZ/wCXuP8AxrktV+KXg+xdi+q/a5B/yztIy/68Cvmgoh//AFUm0D1o5gPXPEPxsubq0mtdD0/7KJMf6ROweQD2UcD8a9z8G3zz+AtGvLhzJJ9gjeViSSWCc5J75Br4zjiaWRYolJeQhVA5JJ4Ar641u7/srQtO8PwsTMbdEc4wRGoA/DJGPwNRKXUuMXJ2RztortDNOes8hkyfc5qhq4DWm7kAHmtuQhIRwOB0rH1YeZbbRgVxvc9aO1jqPhVBs0i+n4/eThenoP8A69egiuA+F8wOnahb/wDPOcN+Y/8ArV34rqjsjy6vxsKKKKozKOqTfZ9Onk7hcfnxXm15JCk7OwYE9fSu48U3Ah09E3YMj/ngZrhGEcpKvjn17124ZaXOas9bEfyTgIJ3x0IY1XfSw2WQAn1GKm+ytG5K8jsp/wAaiSUIdjAcdc11LyMPUYkbwZ/dAjuR1qzG8LjBfYSOjDFRPwqkHII6UyRkZQrDjHr0piJ5bc4B2hl9RiqD2xYNt9SanIliOY3JTHTOOKkN1tQiTB3ccjB9apCZlmRIo5BNF5icd+QaSyiQW891EoVw+I8D5XA6gg9qlmKRRyBgCGP8QyBV3w6Vi0l9m7MhZzuTcODzxnnpRJ2HE57Uo4vtlnClt8g3zeVLhsA/LjjtleKsw6cl1JlrVIkHUgYFOiYyeLLobhGIY0iyvGDtRj+rGtcocsgJP1qIWtcc73sZyaPFGzGGUpj+IHHNXkg1BUUQ6ndpgdBcN/jUxhAjyTz6CkHmFieNuKbSYJsEu9XgYbNZvzz3lLfzqxDrniZ5wkWqzBB1Z0Rv6VBG7kFinQfjipoH2gHYUB4HNQ6cew1OXc1JvE2swYDXqfN0JiGax9V8YeIWlVdP1WMSFfmg8pN+exGeufSpbtEuYgQORWA9uyll3Boyc4P5fyqPZReqRaqPZs6c+INQltQ73soIADljswccntUL3Uc6B/PadCOWZyawY9+5grOVPVSNwzuHY9gua1IpDGm2GKIp3xY9fw9aXKolXcijqt0YbJ/sgMhYgqI13Ej0AHNRQyTxowuIvKklQMqN98DPf0Pt7VoO9+6BUjkgi6tvKwqP++fmrDnuIjqscUR+ZwVJAIUkAdM896xrO1Nm+GjerE9m8J5HhbTd3UwKfzrcrG8MFf8AhHLAKWO2EKd3XI4NbNca2NZ/ExaKKKZIUUUUAFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVaRvkX6VVqwudg+lNAO3Um4mgCncUwEopcikPSgDV8Lwtc+LdHhUZL30Ix/wADFfSN9Ib/AMV6jOxOIpPIQegQYP65P414R8Ko/O+JugLgEC4JIPsrHNe4NIV1DVZW6m7l6f7xrGpsdGGV5MW5OVbvis275jI68VaWYSEiq959ziuZ6noWsbfwxk2XmqQcZIR/5j+telV5R8O38rxTcLn/AFtuePoQa9Wrqh8KPMrq02LRRRVmRx3jbcJLNsnaA/H5VyJ2+eVc7SOg9a7jxdDLPaWwhj3sGJPIHGPeuOk0u8k4aHP1Yf4130JLkVzlqp8xF5jwlcDeh6q39KTzLa5GN21yej1ONP1FV2iHIXsWX/GkbR7l1VXtmX3V1/xrbmj3MuV9ircWrxsSq5HYjHpVVwSTv449K0xpmpQMEjTKnopcEfqabcadeTRYMAD9Mhh/jVKce4nF9jO3tuIGGBA6etBlygDYK9fmHtVr+yL3dkW56f31/wAarz6RqDoV8g8Y/jX/ABp80e4uWXYcFjkspMJndngjOOKk0W3L6YysGJRpAuTgjjqKItN1JIgIwUJ7EqR0+tXdHsLuNbkGHaCxzhhgE56DP0qJSXcqMX2ORMcra7qrxDJW7kB47BIR/WtvY6nqRwD0p1jpF/F4n1Em2/dSTFwd691j7Z9jWnf6bcrKWSE5I/vDj9aITSSVxzi27lFpCIWw+cHjHakHmhEw+SevFPGl6gIiGiOzqPmXPX61Mmn3qpu8piR23L/jV80e5HLLsMRXZx8oxjHIqQMcqpUEY/hNTx2lz5IHkNjPJ3jP86tR6X5m1RC6kdRuGP51DlHuUoszJXjSMDB/PNUJljIBIOcE810jaHvABRgB0GR/jUb6ArDmI8e4/wAaSnFdR8sjnRCpwVUBQOoFSicwxFBIQf7xNbP/AAi7k/ugcnsxGB+tVz4Tu5JNzFSP96hzi+ocsuxlrCLjCeeSTy309Ks22lwz6jHaXqFbOdg0dyhG+CUDH4qRj8q0V8LTwfxn6AirVloN3LqNvbyYWIvvLbgTgcmsqjhKLTZpT5oyTR22lacNM06K080yCPPzkYJ5zWhSAYAA7UtcB1Ntu7FooooAKKKKACiiigAooooA/9k=", "path": "001981.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001982
Men Tshirts
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", "path": "001982.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001983
Men Tshirts
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", "path": "001983.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001984
Men Tshirts
{ "bytes": 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", "path": "001984.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001985
Men Tshirts
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", "path": "001985.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001986
Men Tshirts
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", "path": "001986.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001987
Men Tshirts
{ "bytes": 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", "path": "001987.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001988
Men Tshirts
{ "bytes": 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", "path": "001988.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001989
Men Tshirts
{ "bytes": 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", "path": "001989.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001990
Men Tshirts
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Gkz04rRRSMXJsczBRkkVC0hPsKGpvaqEWYMYAq0M54yPpUFsgwKuYoaA43xJ4DstWD3NgUsr5iTwv7qQ/7QHQ+4/EV5Lq2l32kXptL+3khlxkZ5Vx6qRwR9K+iStVL/TLTVbQ2t/bx3FueQjj7p9VPY+4pWGfOZBXAIz9aeBn1I6kiu88RfDS7s99zo7NdW2NzQtzKn0/vD9a5S20+QsVyDjqB2Pp9aloaIIU2p67qnRec8Cpmt3gUB1Gc447e9OSPIIONvakMbsyP/rUeVjvx/Orq2zsAWG1T6/4VIY0Cc557ZpAZXlNjnj601kXnGP8auFcn3PfHWonQ/MTjPYelMTKMoVugBIHBqCRMAnOO/rV9ov+BY/Wq0qbeAccUxGfIMkVGVOOvFWpByenNV2Xv1pANGPfpTGGTzUijIHI9qa2eM5wKQELjPTHFIM9qe2No203kU7gKOe9IWHbNCk5JPI9KaRwCCOew7UgGuc/WmglR2x6GlYBiCRSHrTGccKXOKQE07FUIeOacOtIvFO6mkAEYozzSt0popASCnA0zNKCc1QEwxUimoVqVaTAtRd604MEDmsuHJOBWpBGdvPFAFrPGajZyaeowMdah3fMeKAJopCKgmILH3p4PFQOSTTAiPeoJBxVjB9Kgc9RSArkUqgn608IWYAV6d8NvhwmthdZ1eMnTg3+jwHj7QR/E3+wD27/AEosBz3hL4ea14qxPEgtdPzzdzg4b/cXq316e9ew6D8MvDuh7JXt21C6X/ltd4YA/wCynQfrXZJGkSKiKqIoAVVGAB6AdqeBmqsBGQABgYA6AdBSbhUjpx71VuC8cZIGaaQFTUtQ8iMhCc9setc757tJvc5OealvHlluMFSRVZyU6rj8KYrimcSFh/Evb1Fc7rN4f+Eh0eMS4AMku0SYzgHB298HuCCM4PBrZlTfhhwR0x2/xrB1FJp/EFgr5wkTszJt2nhgM5+bPbI+h6CkwMrUrBdQct5xRyewyp/CqEWg3u7YhhlycDDEH8iK7C20G6uX3Ig2k/e7V0um6DHZDzHG+X1PQVHIi1UaOFsvAmqyTRvcQRJD1YGZST7Yrs7TRLiFQG8lB25z/KtwJz0p+0dKfs0HtWVI9MhUZlZpG9AcCre+3s7dmdkggTlnJ2gDOOT+Ip4AHJJ/CsnVpTc3Vto8WM3AMkyuMpNAPlkTPZsMCPw96aikJybJdHSdhc3t2skU1y+TbyNvWPb8uUPXa+A2OO3HJrQLnJI6U0AKAo+6oAUegAwKKoi4Md3PagUUUgGtSZoanRxtI4A6VVhF62Hyg1bAqGEBFxU2RQxoTikIFKSKbkZ5pDDGK57XvCFlrMhuomNrf4/1yDh/TeO/1610Oc9KWgDx7U7C70u6FtfxYJGUf7yuB3U9/p1FQLsBLFVzngKPwr13ULC11S1a0vYlkibnngg+oPY+9eZ61oVxotwSxeWzY4juNn/jrY+6f51nJWKuZs8pC4UYI5z3qqWOTkgmpTl8YBz3Peqskmw8469c9RUgPJC854HOR61DIVKEdCec0zdyecZ60x/mOcfhRcQrSDaAACO9U2cZUY2gntUsinq3pgfSq8gP4dKpAQyDt09KgK9Rjj6dancDr1/pURPIweKYEeBjPtnHpTWOQefapsccc/Wo2XI5pNAQuct9wAAAcVG2D1qUrjiojxwelSA1n29uKbuHTNI2fm4zn1o6dAPrTAaTznNRkk9OaefpTe9DQHJL1p/NMTmpcVQAtOFNpRSYC9aKTNLSAdTh0ptOAqgHRjOanRc1HGuKlHA4oAu24G+ru8juKz7c8g1cxuFICdZDjioyx3ZJp0agDBpkhGeKAJVbNIwFRK1NeUkkZNMAd8ZAquxNSZFRsO2KAOs+HXheHxV4jaG8DGxtY/PnUceYM4CZ7Anr7A19D20kcckdvCipGgKqi8KqgYAA7CvPvg5oLaboE+qXAKy6mQYgR0hThT+JJP0xXV6bMf7blhYnMav/ADA/rVIDakmw/eo0vAJdhPPaq94W3Daarh2MsZyBzzTEbivkciq90flIp4fiq9wd1NIGUGiU84/SoXt45M5FXCKiC5JpkmcdJBb5WwKzJdNiXxfpgeMSgW0xyYt205/vD/V/jw3QYIrqAcVhagVTxfobMUDPHcRIWLAk4U4XHU9chuMZI5osM1VjRPlRQB228VIOPX86TvThyKQhPzpwFFLTsBFc3UNnbSXFzII4IxmR26KM4yfzFUdFt51Se/vIzDeXjBpYc5RCvy5Q9QGABI+lNvQ2o6pDp43fZkUzXDFQ8UyZKPC3o2cH8/TFa23AAA+UDAA7D0pWKCkooosIBSGnDigjihCEVQ5xVpfkGAKhiODmphgqOKoCWM+lQ3l35CCNP9Y/T2qRDgmsouZr5nOSFPFJjNJZcKBuy3c0olJOKpqxwSegq1bJkbj+FIZajU1DeX9tYhRM+ZH+5GoyzfQenvVTUdReFTDabDP0Z3Hyx/X1PtVa2tFI8+V2llk++7nLH/63t0pAXj9tuPLfzUgDnBUIGYD13HvVW601RBNaGe4MU6kSN5mRzxzmtHOAmOntTHXMjsOQ3rQM8ma1kg3o67ZIyVYeh6VmXYAbgDI711PjEf2breEiby7tTInu2cMB/P8AGuRuWMhJI24rNoCuJ8Occ+9SK7AA9c1VzukPH4CpVIwCwpMCVn6E8jHOe1VpURh8q7fcVIzDJU5x3z1xUZOWPX6UriKrQ8fez2xUZgcHtkdatsCcYxnOfwqJpOT354qkMiaL5STmoGOVwetTSSdegHeoNwPHP40wIm9qY3SpSuD3HtUT/d96lgRHoR1OKa2AM04lgMYFNbOOR2poCI9aUD2pTmmmiwHJpUtRoKkpgJS9qTvThSABTsUmKWnYB4FOWhBmjGDQBIvWpAKjU8iplIoAsW/DYxV5Rx0qghweKvxnKilcBwOKYy7jmpWHFRbqYCbew61Cww1S5y1RsfmNADM881oaHpTa7r1jpa5xdTrG5HZOrn/vkGs05LACvRvhHpnna5faky5FpAIkP+3Ief8Ax0H86Bs9T03VY11oaVtWJYy0MKAYATYCmPwUipYoVh8UXMgGA9sv5lv/AK1cz4lMlj4hsL2IbW3DBPTcpyB+RI/GuqNxHcahHcRkFJYFZfYE9KtEli6bcoqm/wArJn+8BxVm5JEearFgQD1+Yc1QjXX7gNRMdx6U9BmMfSmkYFCBkL470zgU6Q80ymIWsLWCY9f0GXeyKZ5ImPmBA2UBwc/eGR9zqSMjoa3CawfEhdI9MuI1ctFqMIxHEJHIbKkAHgdevUdRzQM2qVcUyQkMwHqelRrJh8GiwizVbU76LT9PeeVzHkiJXC7trtwpI9N2ParAOeACT7Vl2TtqWrNffOtpbApayI4MV2rqCWI9UYYH1oQFzTLJrK1fzkiW8uGE14YSdjzbQGIB6dKt5I7UoOaQ9aTACc0lLSgUrgAGaG4p6jimvimA1c1ZX7nvVdWwelTZpgJJIUiZs9BWXCCGU9yDmr1037hveqkP3xUjuWEUuVUHgctUk14Y3W3jIWRuMn+AetVpLkWqu+Mk9B3PpVaFZN/nHkk5Ppk/4UAaNxDGFSFV+VfzP1pyrtIGABSOcsPYU5lLbeSKAuWuij2qGN8kqTzmnM+I8c5qqCQ1Idzn/iFZibw9Dd877O4R8g/wN8jZ9uR+VeeXOMA9OO9eu61aHUvD2oWeADLbuq5HfGR+oFeOecstnHL/AHlDc8n3qWMg28AAdvzqVR8oyBVcuNxwakjYbQP61DAkPOOMg9RUTDjBx75qRiePm4pjcknHekBBxkjgD2qJkBHHPPerJGMkjJqNxkY6VaApyg5Az056VEwwuc81PKCBUBzigCIlmPJqN8beeDUj+neoXXpn1pMQxhgd6ZzjJqYgnvzUJPJFAxpOaYc1I3tSYpgckKkpg6U6gBaeOlMpwNSgFoopcZqgHqcU4HNR9KetADx1qVRjrUQ61KBxQBPGR+NXo2AFZqZBFXo1+Uc5pATNLx0qEuSeOKlC8UwjBPFCAZuOetNyS3FPAyaCuOaYCBO+ea9w+G1h/Z3g61lYYkvZHum91Pyr/wCOj9a8Wt7WS9nhtYgTLcOsSAf3mOB/Ovo5IY7KKG2gGIoI1iQA8YUY/pTQpGX42haXSFnX78DiTPt0pPD9559ywX/ViJXT23ckfnn8619RgF5ZPERkSRlce+K4/wAHyPFqFxbvkeWoXB7DNabCR3Uo3JzVbadoCkDn0qYnioW3duPemBoQthMFs+1PkcBaghJwCfTrTpWwuaVgImf5utN303OetJQK4/dnvWT4nhM/hq/RYxIyxiQIXKhthDckc4wCeOeK1BTJ4BcwSQOqssqmMq/Q5GOfamO42Gdbu1huI3R0ljV1aM5Ugjse4qANiXnnmqnhuaabw3amd3kli3RNK6gCTaSNy46rxgHrxzU78S475oEM1m/ls7FEtpkhvbuQW9o8gyglPIDe2AR/hWhZ2cFhaR2ttEkUUYOETpknLH8SSayLR2vfE1zNulSKwQQKrIDHMzDcJFY91yw4/M1uA8UASUvamg0uakAzT1plPXg0WAcRTGz6U8mk3AGmAij2qQGgc0h60wK182I/eq0GWJPTin6g37s+1VDNstiF+/Ido9vU0mBDO/nzs6n5Vyqj+dWrIuc7hgKeOagSNVQADoKt2q9BjPPSkBbJ74p/TtTM4bBGTSkkj2poBRIT603d83ahsqtRAjOPT1qRluNwxCH+I4yffivArkyWkk9s2Q0MzoQfZiBXuqH568f8cWxtfGGoYX5JnWccf315/UGpkhowUkZmx+Jq9GC2PmwR7VnR4V8nn61eRvTpxUFFk4AB59uaYWOMYYn1A4FIwBHocVEX2lmyScdKEIcZMZHtwcVE7bsUEvuIB4qJiTzyR3xVAJK25O2P1qux4yKlIzGM9s4qInahoAhao36e1PbJ561G+ce3pSAbnA9+lNIz9ad7Drim5FMBpGKXbxSnAB4oB460AceOlONIKU0ALRQKcKkAHWnjrSDrSnjpVAHepF6UwVIKAHL1qQdKjWpVoAljHFX48bRVGMirkTDbSAtADy6quCGNTCVVB5qFpA3SmAITkikfqBQrjHWkLZOcUgOv+G1j9s8a20jgFLJGuSD6gYX/AMeYflXtMikHOPkPcHIrz34UWBTTNS1LBBmkWCMn+6g3H9SPyr0OKQSqUbFWkS2R7zGQp5UniuV0ZNviO8fJG5c/qa60qQdrDgGuY0pcazdNycAL+pqkCOnjLOcDHFPfgnOcipLeIqhJFMblj1qhksR3deKWZgBgUkWAufQVUuJ8ufagQ8k0itmoY5d2afGck0CJx1p2Ouf500dadSYHPaQ62uva1YFkJaUXKHBVm3Dn5egVSMZHU54qXULtrOJ51K+YiExh+jSfwj8TgVBqtyuleIo7+b7X9lkgEcrLt8tOcLkHk9f4eckcHtla1qNrqeoxaIIS8gnRL61n+XEZG7nB6jAOAeO9MDodEtvsGj21v5c0ROZXimk3sjuSzLn0BJArVWqEbhmznqcgVbRqALANLnFRjpmkL9sUgJd1PVuKrhvSpUOaYEhaonYbh1pzZAqMuc4wKAJY2B7/AJ084AzUcQDHnFOlOFNAGdft+5dqoRvuufVVXAFW9SJ+xv8AUVQtMsGbJpMC6OnWrttwAccVRVfWtCDlQOgApCJDjOTmn8njFRkjf97GKep+p9yaYwfA4JIpvykdD9aRuX9fpSrgUhjuFxivM/ihB5d/pt2BxJE8Te5U5H6Ma9LAySa4v4o24l8LQTj71vdpk46BgV/wqWNM8o3kOCen8q0oSWAwoxWXGyl1BBI962LdCyArtGBnr6VmMf8Angd6aygEgnmpZBtIUZ461DIRg8H0/wDrUAMZSR8rc9hUTIApBOT9aew+bHcenQ0xsnBJB6nA6VQERUdefpUZC7hnGPepi3Td1IqIt2xQAxiF6YyelQOvHPepTyc549uKYxzj9DSYEWOcnP1pNvPqKeTnnpTCSe4HtSuAhXAyT+FGzjPUUAk9qcc4qrgcdilxSU6gAoHWkzS0kA4daU9aBQTTAcMVIDmoh1qUUAOUVIoqNTUgNAEinmrcWNuKqJjNWox0FICwFUim+WPWnrimtwaAARKATUbYUEk9Kf1qzpdi2p6xZWC9bidI/wACef0zTQHuXhLTm0fwpplmwxIYRLJx/E/zH+YFa+0MxKsAw6e9TGRQzKQNo4T2HaoyqOwdGAYVqkQx0U7MNjYyD3rJ0DYNXvywXouOO+TWtJC7kOowR1rI0Fs6jfMQBgryRz3osCOpwDGTnFUHAzz0zVzJK8+npVYgj/69MYD5UwOlZ13kPnsa0cZ4qndqMcnpSGVYWJlIPFT24IOMmqiArKTxVu2B3HnpTJLYqQYxTKAcdqTA5/xvYwXfh+eWQndEh2srYZAeSy/7XHBrnPDvhz7Jf32qyyTSzsEjDyNuBygOQ3f68ZJNdh4iiim0aYSyoi4JKswG72GaxPB2oNqXhh1d980W6GQ5HzGNiu7j1XbzQBrwviQZFaCNkj3rKVh5ma0LdsnHpTAujOyomODmpsZTioHBNKwCBjnip0PNVQ23g1PCR3NMCc8imYwen41IMUhJ7UXAVLuKM4Y8/SmzzCTG2oHHJyKVQcZzSAqaiM2Mv4H9apWA/dNn1rRu1328i9TtqnaIyw9MEsTUsCyFOenFXIiBCecZ/WqS49Sfar0WTGucDPOKaEKqbuOfzqUgIMUICAeBTmPGCKrcZCTz0pjFTlSDT3x6800NgHd2pAOVgowAaw/HFr9q8CaugHzrB5q8d0YNW9GN3JLH2qDUYftWn3VuQCs0LxkY6gqRSaGj52t9rBXJ4z0IrVt5lIA4PvjpWNYsVVV3MDjFasRyckkk9SfWsSi8/U7jkr2PamjzAemQR09fSlVNyAkA84wKf5YCtvBHHPy9KQFR9oIXp+NRsQBxnPT8KsMm0/dHPtUDKT978MVVwIvmPIxiombAPQHPapmGDgcZ9KgYYz6UxiZHOR2zkVCxY5JOfrUjAccHGKYSQcYP41LEMIYDJzSH6D8qcepIzz70BSxx60AM5CZA5PTNB6Clk+8MEELx070g60AcdTqSlxVAFLmkpce1SA4HijtS9qO1UAo61KPuioh1qQdBQA4cU8GmdqUdKAJlPvVlG4HNU1PNToaQFxDmkc4J5pIz8vvTHcnNADxIeldr8MLEXni5rlh8llbPID6O3yr/ADJ/CuEzmvXvhNZfZtAvL5hh7u52IfVYx/LLGqSA9ARhIgVj8y98UxrcSZ2lQfypxBB3AfWm55yOCK1IFimkt2CvnFZeisr314w4O9e/Uc1qmYBWD8jHesnQwDPcuv8Az0GOPakNHUGQBO5NU2+Zxn0qd2bZ6VWBG/FNDLH8IqrdYwTjNWwPlxVafnNAmZgA80g1ag4fjPSq2R5xHpV2HOeelFxFg54pO9OPQU3HPWgDiviPe2Safb2VwY1nYm4hkZSShQcFfXkYI9Kq+FWstH1+bRZJJo5poFkw0BCbmXJwR7fltNTeOGh/tXT21JC2mx4ZtpwRz8xz9OD7ZpfDes3OpeIb177ToVkSN18yJsiBchfLGRkg7VI9OalgbhC8Yq9anms7IUL1xzV+05ximmBqJ92o3UdxUiHikkHFMCkwBp0Rw1JIuCaSMkNgGkJl9TkcdKDjHSmxnI5zUmBjjNAyu+MdKjTqae+SSM9KaKAYknKke1VkUJCoFWmHc1T8xZIgVPB6UmA5FyeBk1oQ/wCqGBj61nrgZPtV+2G5FABJpoCVAd3qPalkbGanCBIwSOaqzNlsbaYDBlucZNKMA89fpTQ+0dKRgz/dAoAkEp34JanqfmXPqOv1qoVkQkYyfWpUJK/MD09aTGfO+oRGw1+/tCOYbuWPGPu4c4/Srdu6np09j/OrHj+3az8f6oFG1ZjHOMf7SDP6is60UbMk7cnB56+1YPcpG0jE/wATAk4pxILHr9fWoI8kA5xjpUnPl5zg9+KQxjHsRyeahYHHX8c8ipWBQAdD71E/OD3+lNCIyoI+Un0zTCq87s/SngkAjIxntQwyMHpVAVmXauTkfWoiOMkip3A78fjUZwcjnmkwIgMmn4VV5BLNxilA2Ddxim7iWyT9PakBHhVAGMDsKYRzxUjDJOajYYoA5CpB92m0q0AIvJp2OaToaWnYBaDSUp7UwF71IOlMWpB0FACjpTlpB1pxHpQwHKO9ToOKrAkHip0akBZjO2kcUKOKax4ouAEhVLdcDOPWvojw5pi6R4W0uwYbZIbdS/8Avt8zfqa8J8OaY2s+I9N05Rnz51D+yA7mP5CvoqS3BY7p8ZOQMdPatEJscoyMDrUTK6njgVIkZUfK241G7tkhsg+lWiSG4JFvK2OQh5NUPDbD/SCRzvP8hVq9Yixm5/hqp4ZXKzepkJP6Uho6QhiMGohkyGpmyw5zUUa8mhIGS1XmHBqwP93FQTcA0yTJcfvzV+35WqT8SGr1vgCgZY7UhFPXGKRqLgc14z08XmgSuozJD8wBHY8H+lWNC8qTwxbToigyqjsQOWO0ck9zWxNEs8LwvgpIpRh9axdEs7rS9DWzuWU4lYxADBRM8A+vrSYBKuFBPTNW7DrVa4HyfrUunsc0gNtelD0idKc1UBVkTIqFRhqssOKgxz/9egCxGxxU5yy8Z/Cq0ZqwoHrQCIHBANR4OBzzU0q4B5OargsTyaTBj84I+uaxrIkCSInJjkdPyY1sn2rKCldUuUGQGKyf99L/AIg/nUiL0YHOfSrlsQAB6dSKz1PBwenFXLNiRk4A6YpoZoEArxms18mUgZOTWjM+yInPbiqlvG2N7Dk+tUAJH6jJqVU2rknFPJKcAj3qvM8jkLjj8qGAp553YH51Hu2nGKcUeMZpMsw+YYNQB5L8W7UReINLvh924tWhY+6Px+jVx1nKBncc9s16Z8W7AzeF7K9G3Nld/Nz/AAyDb/PFeU28pDYU4bHFZyLR0EJJUEEN2P0qfjHJGRyKpWjMV5BH14NXVAKjjHPWpuUIc7SR0zyAahcnjI+mKnRQfxpjrxznigRDjuB9ajZcYOam2kHoAfpUcgJHUcc9KaYiFiCfm/MUzufT1FPcBVy1MZ8Y44PFNgDBc85I9CetRle/86fnLfNwKZjGcfnUgNbiomI4p7nPQe1ROCR0poDkiaXOKae1LVAGaWkpwHFK4CjnFLQKcOaYAtSjpUYFSCgBR1p4pgp6ikwHgDNSIBUeakTrQBOvC008ipQoApjAYoQHf/CPSkudbvdSklEYtYRFFnu8mc/+Oj9a9eOmjJ2P+uRXB/C7TZLbwq15ImIbu6d1JGchcIPwyDXdhTAwdJSFPvkVoiWMFrcQngZA560/dHOu2UFHHfFSPPcKwLAMp7ikMyvjdxVEmVqsTQWT5O4MQMiofCy/K5PGXb8eav6lLizAG1gX71X8Nc2zkDGCf/QqQ0brjA4I/Oo0wMn1pXzj68UigfhVIY4nIqvN0NWPlHeq0xwSRQIzZP8AXHr2q/B0Bxis98iU5Y1owAAZ4oYiyM4pvJp4ANIVANIYwiq0/IGfWrR4qrIfm6ZoAo3C5T9Kj004cAnvVqYfJwoqjZcXJXPenYDok6U81HFgrUuBikBBIKrkYNWn5zVd/vUwHofWrIAHQZxVWM8Y7VYQ4HWkArjdzVPYFc4q2fSq7jDfWkwYh57YrMugU1y1PRbi3dB/vIwb/wBBY1p+1YviSX7NBpt50FvqEQY+iSBoz/6EPypAi4wKkjPHtVqyYm4VTj5xwM1nzTFIpGI+6pzj1q7oxZ4RPJGVboufT1oQzQuX3t5ag/UVJHFtUAjn3qCOGV5cIGI9adJFcRtjk/U1VwLATnkg+wqNgzucnGPWod8yj5xx7GpBKzriNCzHsKLgNcEkgHJqNgR1OfpS+RPncY3B+lLtlHBgb64qbgcr8QoDdeA9UVAuUjWU7h2VgTj3rwiCTDgd6+ifFdqZPCWriSCR0+xysQoOeFJr52tky6MeQQOc+1ZNu5S2Nq1dg3UHpnPYVoq5IznnOcVRtYFA8wEnsBWikYHQ5wOtQUPU47Z96Ru4zgUox0VaY7ccDmmhMYfu8/zqNuDnrSlxnk1G8ihcYz71aF1GSMOKhz/e+v0qTdhupwOaQkcE89qYDDgAjpUZwCQetKxOO9MyV5NSAj8nPeoiTTulMzRYDkjS0EUCqYC4pR0pKcOlJAPTmngc0xelSUwFAFOA4po9KlA4pMBo+lPHSkA56VJigBtSoKbipQtAEvOKiOamwcVFIMGmB0Xh3xxrnhmM29jcJJaMdxtp13R57kdx+Fd3p/xc0ycbdV06a1YgAvbHzEPvg4IryAHmlzTuKx9E6X4u8Pamnl2ur2z548uRvLcfg2K1mtmVd8Z3oehHNfMRIOMgHHrV+x1jVNPdfsGpXdsc4AjlOPy6U1Kwcp7xrJIt0GMHJNT+Fk26aGPVuf1Neb/8JXrzRIs1xFdADH76MZ/MYr0fwnK0mhQTuqq8sasQDwM0KSY+WyNmUHr2pAeTT5XAODj6VEhz2rQgeQPzqtOODyastnFVZ+npQBnlSZDmtCFfkH1qiMhzk5q9CcrQBaHWlahc4FLRYCM8iqkn3jVp+DVY8saQEEgyOlZ6ZW7HGK1XUFTWZIpW4RvemI3YfuipqggbKj6VNQMY1QSdasGoJRQMahqdTiqy4/GpQwwAetIkm69qY5DcYHFOVgBUZbJIoGMbrWD4zjaTwdqQQfOipIv1VgRW6xqjqUf2rTbu3ODviYfjjipYypZldQ0+G7Q5S6VWH0Iya6GCIRbEb5MLgDNeeeBtXaHTJrBx+8tXAjJ6rG+Tn8wRXZRzzTlHjyzEdqEB0sTqE2hs4p6lSeelZcMlwF+cYP5mrKyvj5gT+FMaLZSInlQc+1ILeDOcYI6YqAyMP4T+NMaWQjqv50gsy2UhPJYmk/cqPvH8qoMJj0H5VAxlTluKALOoRJfWN1aCZWE0EkW3pyykf1r5Xt42VY1Y4K/KR7jj+lfUNuFMgbjOR+FfMpAF1OvIKzyAj0+Y1Eho1bZwAPnFXo+UHGVNZcDquOn51fR9yZHfrUDLBY4OTz05NQMVxjPXpR5hPY49DzR8w7kA00IYwxz0+lR4Uc469sU5mA5x+VQmRecHPrQAEHFISfwpC44xnFNZgeM07gNb72Kjc8c9KfwOpNRNjHU4oAiJNNLY+tOcgnjmmHrTA5k0lLik70rAGM0/AxTcYpwpoBy1JTEHNSYoAQdasLjaDUIHNTKMKKQCj71P4xUfQ07n0oAfkCpkGcGq4NW0X5BQA4VDKean7VXlxmmAylpKM4oAdVrT4zNqESkZC/MfwqqOa6/wX4en1JZLxlIhzgN24qZOyKgrslZSsZOD0zXr3hmLydCtVK52xoOv+zXCXtnBa2Mu1BkDGa9D06JorOGPJyFAIx6AUU9SquhbYksc9aEJ4H9KTHJ5zmnIOe9bo5x5I281SuO1XHJ21QuXJ69qYyuD844/GrsIOOP1qigyxPPWr0Z4ApC6lpScU40xKeaaKIn61VP3j1FW5MlTVBj8xHFAmOb6ms28G1lI6ZFX+1U74fud3pSEatpgxgirYGaz9ObdCn0rS7UDQxgMVA44qdqhf6U0NlbjdUisex/Cmkjd93FCtz0pElgMQvYfSoSxz2qQMD2pp2+9AETnj0qqJA7sv4VNcHavBqjFIvnbxnr6VLGjjdJSO21+9twuHktlcfRXII/8eBrSvvHcmisdPsbSKSdADJLKSQp9ABXPaveHSfEFrqSRs0cW9ZUX7zIxwwHv3H0qpA9rqs99cRukjfaGOVbOVP3T7cfyrOUmtjWCuaE/jnxBck5v/KB7RRqtZ02v6vOT5mp3bf8AbUj+VMe2QP0prwqO1Z87N1BET3lzIPnuJm+srf41We5lGT5sv4SGp5FUDiqsoAzik5MvlRXm1O+h5S+u1bsVnYEfrSaJ4o146hPG2s37IuNoackD86p3vTNc1NqdzY3MqwMEeQDL45A9qqDbMppWPVbz4kajoS/JqLzXZwUhbawX3fjge1cFBdyXc888m0PLI0jBRgZY5OB25Nc7AzOzO7FmLZLMck1rWrbTt7GtGYm1HIOM9avxy5XJ6VkwZMY6Hmr0b8EFfxFZgWROQWGR6UplBH16VVOTJvHFKGOcZ600BM0hY8j9KXsSOpqIHgk54oDn1OKdxDs+tNYY60jEHkfrTWbrnNACMxA6Uxj6mlJHOe1Rk0ANNMNKSc01jTA5smm0GkBp3AkFL3pq9adQBIlSVGnNTY4oYCKeamXkVEnNWI1yKQChRRipAtBFMBqrkg1eVPlFU14bpV5eRQAwoe1V5U5zirjgrVV9xNAEBUimnn1qVt3pUec0AW9N0+bVNQgsYP8AWTNtz/dHc/gM175plhBYabFaQRhYoo9igf579a4L4ZaOohuNWkUGSQ+TF6he5/E8fhXpiIRHyO1Yy1N6asrnH6rGGjEYA+aVV/NhXf26kJ8pODkgCuGu13X1rH/euU/Q5ruYVKxjtxyK1pLQitrYcAANvGfrSjjjNM2KaVQBxmtjCxI/3Tis+fjqeM1eY4Ws64PzDjqc0wGRkYPXGauRnGKqRY6c9atR9RSEWY6eenFMSpD0pjI2J2mqMo5JFXX9KruAxIoYFTcR2zUV1zAalkUqfaoZfmhIJpAWtMf5MelavWsTTiVYenvW2D3psEBFQycc1NnJqOQZFICqw601BgU9s57EUwE56cUCRKvFDHgigcn0pcZ7UmMoXsgSEsSFArJt5syE78gHPFaepKGQIehNZn2KEK23KkjqtIaOS8UW4kjgkxndv5/4F/8AXri9Cmaw8U/Zyf3V0hjI/wBrqp/PP516b4itgtnaoqnALjJ968u1T/Q9Tt7roY5EbP4jP9ayaNoHYSxAkn8qpSgjI2nNbDRhpNoyeeK29N0CN0ElyOT0FY3sdCOFeGRhwpqnNG6D5lI+or2aKxtoRhIIx9VzTLiztZo9ktvCyn1QUDPBL77prk9VXF6Pda9b8c+HbS0gN5Yr5ag/PGOn1FeSaqf9MQ+1aU9zGexHCSBWnExGys61Xc3P1rRXHGRznOKuTMDWtpNuSRkVbWX5c4wc1Ut1O4kD8jVpAc7scn0qCkTL90f49aXYc5xzRGpXHygYp7E5/pQAzn35oGVweaU57nNJzTQgJJcDFNJOecfhTs4GTURzn0piFJBqM8dyaeeQO/vTTgAZPFAEdN4PenU3AB6UwOaxxTe9Lnim5pbgOpwyT1puacKpASoealyfWoY/vVJQA9TVmNyMVTHWp0JAoAt7hRkGoQ+etLvWgCZQCavJ0FZ8brnFX0YYouAkjZqEHNTOuR0qs2Q1ACtio1jM0qxRrmR2CqB3J6Uu7Jrf8E2Iv/FtqGGUgzMw+nT9TSY0j0nwhZ+THKsRAghSOAqB0ZepP1z35rs1QLEfXFcjo9vHB4nuYZcmRd0kTA4Ge5I9cHrXXk4ib6VDNoHNtGsmr2vyghXZyPop/wAa6pB+7x0Oc1zESGTVU254U5x7kV1ATC8ZxWtLRGdV6jRyOlKuAfWhvpSA961uYiuRsNZsh/e/hWg+SprNc/MxBzxQA+MYxVlM7hVcHAwOTVmM9KVwJk6mpMio170tAxJBxwagYc1ORVduppCZFKMjOaqSAhTkdqtMASagmA24zVXFcbaMPMUtkDtW5FyAeOawYiVKknitu3bcgxQxlg8joKikHNTBSfWo3BGTmhAUn4pnPvUrDNN2454pE7DASD0NSKR3ph69sfWnAj1B/GixSM7Vj8qc9apx5CAdcjrWjfBSoY844xVNPnkwFPTvUMpFTXIDJagE8IgYZrx/xchjRxjkj0/GvcdRjLRRjPDQ4xjvXjHjcBbRn6fu+/rUM0idvocZu/sspGQ0KOT9VBrsok2gCsLwvYm00SyEgO828XX/AHRXRqMisWdIo6VWuXAHSrLYVTWRqVx5ULtnAAyalgcR4quxdX6WCnIYZYegryLxDatZ6oYWHIH6V6fpkMl/eXeqS8q7ERfQVxPjWBW1u1x1MZ3fga0p7mdTYx7OILCD1ZuatbQMkCmLhSBjHpTyeelUzGxqWxXCsD2xmrakZHB9+KzbSQ7Fx0960wRjdznvzSESoR5Z4yMd+1KevufWow21vlqQPkAEZ9eO1AxDzhhnNIQwAPPNSbs4HOM8UOFwCucZx1poCuSTxTT0p7dRnjjvUZPPNUAgyo9RTS6H5QwzTs4PXrTlf5dp2nv0pEkIpGUEVKTwTtGfeox1Oe1AHL02jPNFUA4U4CminihAPThqeaan3qkPQUACe9TqBgVABU6ggCkA/bmkK1IF4pCKAGKPnHNaMTBV61QCktVpTgc0AWlcFTzVVyC2afkYquxOTQgFYjNeifCyyB/tC+ZeSywIfTHJ/pXm4P5V7b8OdONr4UtXcENNmU577jSkzSCudA+jQS6hFf8Alo92hBTc5UKMYycckVbtb5L+0lZUMckTmKWMnJRh1Ge/rmmapp8EyC8lj3yRJ5YzyoUnk7e+O1ZvhxYorK+wAtz5uJ404VePlwMkdPQ1O6Hs7EunjOoPkYwAMg/WujJ9aw9MANxK+RncPyxW1xjlvzrensZVNxSKaBinbdo/w5pMn8KokZJwtZxAbdjAPrV+U/IeazyeeMAnrQIlVeOpqdOHAHSolLDgjIqWPI+nvRYCfHGRzSj9aQHilHWhgKwyKrSdask8YqBx81ICsxweagmIqw/WopADwwGD1pkkEeMjc3Fa1q4GMdKy1hiJ4B/Or1rhWwBQBpknbwaMZHNCMGFOYbBntTKKUyEKSDWQL4G+lh+zy+VDxJcZGxH2b9pHX7uOemSBW5KystYlxpVpLc3E7CRZpozE7rIRgFdu4L03beN2M4xQBBHrenSWpumuDDCHWMmZCpDMu4AjnqpyMdvStNXXKqGUkjOMjp6/T3rEm0BBDbw2TJbwwXb3KwlSqgsuCAUKlcHJHXqRjFTRabKviKfU5Zkminga3MDJwiAqYxn+LkNu9zSA0rhSYjleODVeFQC5A5xjNUrbS5rDSLe2tYRG0Nt8yxtw0rOhbH0AOD6VdsZDLZRuzFnK/MT1JyRk8Dnj0FQxos3kDNBC6jLKo49q8v8AEvh9tX8S6ZpUasY7ibzJcdoV+Z/6D8a9fxlEB6bBWdb6dBFqc16F/eGLyl/2QTk/mQPyqHsaw3KqLgAAYHYegqyMgUlxFskz2NMLYHtWJ0XCZsRmuW8RXBWwmA7qc/lW7dTehrkvEDlrZ1ySzEAD61D3H0K0AS00WLHACD868p1u8+169K4PyoAg9u5r07VJRDpxDcKo7HtXjySGa6lm/vuWrWmZ1NEXd2acefftUQNPU4Ge1UzEv2hxEBwee9aAVRgg8diRxWXA2IfWr8b74hkjpSAmHA5PHv1qTG1vvqR6DkVGDuHb6Ufw4BG73OBQBIXycdB9aUsxB9PSoc9j97tSbtq9Mc9QaaAkZsNyT7Z7U0txxik6/jRk5PAqhMAeOD+dKDjnAIFKDz/nFMPIPQetIQpKHOGwKaAgVdrbjjJ9qaRj0pAP8igDlsc0U8im0wHJ1p3eminCgCROtSVGnWpKYD0YZxU644qutToOBUsCYEUlIAaQ5BpoB6jmplUkVBGxzVuPpzTAjII71C+auNyKrvH1pAQpG8siRIPnkYIv1Jx/WvpjTLRbOzgtkACwxqgH0GK8G8F2Bv8AxjpsJGVWTzW+ijP88V9EwRhUBI7VEtzWnsJtVgyuMqRgj1HeuMubiDwvJOGumkiZwJIkh+4vZt3U4H867ZuATXBfEC2D2scyIm+Q+UzEHIAGcjHp60RfQcl1N7Rts0ksi+uR2zwP8a3MNjkcfSuf8NbW06Flk81f4Xzyw6Z/IVvgHsc/71dEVoYSd2KoC8AkfQ0/GeppmSKVW5+7TJIp8bWrMjHGcgEmr9yeCen1rPKgMM0wLiA4GDmpl6AZqCI4HI4qwuDzRcB/Q9c0tNz7UoNG4DieKjbOOlPzTW5FKwMqPnPU1DICT1qeQfNmqzud2P0oJFTIYYq3Fw2arKQRgVYjXBB/SgaNCI5xirIO5etU4yVPCmrKPxxTKIXB3qDjG7n6Vy7Xk8Hh6W4mWa2uUlIma6iOId0nL46Mqq3XpwOwNdZIMgtWfMMr1PtQI5ttdNppNtdyulxE91JG1zwu6BC377A46Aex5I4q3cawbSO2d7WRw0Cz3BRx+4QlVzg/e5boOwNWZ7WG5hZJkSaNlZCrx5G0jBH0I4+lQS6da3V1FczLIXjVVC+awRgp3KGUcMAeRn0oAvHUIYtRWwcSGUusZZUyiu2dqluxbBx+GcZpYCjxhonDq2fmHQ1Xi08NqpvPtM+xnWZ4ONjSqu1XzjOQO2cEgGrNra/ZVaEFmQMxUkY4Jzj9azY0aOzESn/ZqvGcqT05zUrti2UDuAKgPArOT0NqYy4wwzWc7HBGavSNnis+54zWLNkUblySQK5nWf8AWxL/ALYroZDknNcvrEi/a1yfukmpZRzPjbUxb6VLGD8z/uxj36157aqFQYHNani3UBe6mturfJHyee9Z8AwK3irROebuyYU5CDxSU1eD1pkXNCHAj69+1XIiPLGMEj3rOgfbFz3NXIXBXt7ZPepsBMGwQOc+3NTk/IOBVVnIxnP4VKkmV5H40DH7SVJX8acOVIpu4N0PFLnB9qdwHdqb1I6enNLnHFJjA60xMRjtGAMik3YzSkEjjr6VHQAp5OSeaFBHek/OgMaBHNGmmloqgAU8dKjpwpASpnNS4OKjjPNSg8UAJU8b8VFjIp20gcGkBbWRSPQ03Kknmqu4ilDt600wLkZAcd6t9qzIpCGGa0VYFetMBc4pjHINPPNRsQKQzvfhLp5m1a+vyp2xRiJT2yxyf0H617Sq4UCuB+Fum/ZfC0U7DDXcjTfhnC/oK7/PFZPc2irIhl4zXIeNLeG50dllmEJQ70dmIG76d/pXWTnAyK4nx2A2kltu7yXWbHqB1/Q1UdwlsaPg1Nvhmw5Z9yZ3kYzycH2rpQeOtYvhuIW+hWMX92BFbn261rmQD6+ldSOZjx+dBOO2KYshPYU4sMe9IRWuj+7IyKpRNufaSDj9at3Z+Tjv7VQgJL5JIwMcU2BdQY6flU61EpBUAipFPA5yPWkIlBpM80gNJkZoQkPoPFANITTKIJR1qm+dxGauy+9U34cdOeKRLFQcZ71ZjBYjmq6jI61NETnGeaENF6FiOW6+tWQRjNU4+MZ5q0hzTGLvzkbc9seteaeMPHMsWnX7+GZLe4fT5hHfSyIWMSngSRjoy7sqW7Eehrq/F2oyaT4T1a8hYiVICsZB5DOQoP61xPwq8MR/ZJPEFwpYy77a2Q/d8vo7MP4skYAPHyk9aGBw4v8A4i6mv2mGTXnjPIMaMin6DApbPx/4u8P33lak0s3drbUYirMPY4B/EZr3KZGVyCScdOc1m6rpdlrVkbPUrdbmBuzfeQ+qnqp9xQBB4U8X6d4pgZrQmK5j/wBdayN86e4/vL7j8a6njyCcgEZrwvV9Rb4b6jDpmi2Ww4S4nvrgBpbxM52D+5HwQQOSRzXtUNzFf6bDcwNuiuIlljPswBH6GoZSJ5HzHCvcICajzTd+4/QAflTh0rnm7nRFaDGXis66NaUjbUJrHu5OvNQy0UJ2CqxzXBa3eLEJ5SeikfSuw1GfyrZ29s15F4u1JiPsytju57k+n5URV2E5WRybSG4vXlbksxJq/FtB61n24yxPatCEAjNbs5iUn60pVTzjNIRxwcYpu7sTigRbgU+V0yMk49qmh2g89zzg81BA+IuTz7VNEfnOcECoGWgOT1p4HXB61Eh3cYHbk1IG45Iz9KYDs4+tPz2qLJPUAjPSnZbdkD8qYx27oaUNzTTkjgCkHXvQIeWz9KaAD1Pam5ycelGcGgBCTRyAD2zig9OKYO3rmgRz1FJS1QCCnAikoFAE0fWpBmoozg1KDxQA8NUmeKiFOBpMBWpopaDQAKfmq0r+5qmOtTKxAoAt+acUkQkuriK3jGZJXWNfqTiq+/Ird8FT6ZB4ss7jVb2G2trbMpMhOGYD5Rx3z/Kkxx3PobSLJLGxgtY/uQRLEPwFaLcKao6ZqFjqNqJ7K7huIi23fG3GfTnvViZsccg+nSosbFe4k+XgcVw/jK7AsZoifvoU/Pj+tdhcyhUJ9K8v8QTyan4p07TIfnaa8jDKP7qnc36Chasb2PUrSLyLWKFQqhFC9PQYqyMHGeTURXbwDinBveupHKx5C01vl+634GjIP8QzTW756U7E2Kt2xCHcPpiqtup3HJzxmrMxB4I7VXijImYrnJ7UDLqn+7+FSDPeoUyOtTA8UAKTj1pu/npRkU1iBSQrDi/uaXdxUOQe9OyPWmMH55qnKpznrVo89DVaVio9aLCsLGMqM1MhCtUEL5X5hj6VJuXsaQy/GSR2q0hzzVGBs9KuLkfw4/GgVzmPiFGZfBGqgD7qRufoJFNHw9YP4A0jbjCxurf7wkbNdBfWUWpWc9lNjyrmJoXPoGGM/h1/CuC8Byz+FcaBr13Db3V5MzWlqWyykcMWPRRIQCoPXHvRcZ29zGMlh19qoYA5PArVmAOQfvDqO4rLuAkUTzSNtjjBd2OSFAGSfyFFxnl3xh2Y0WTGZP365/2PlP5ZNd/4FZ/+FfaKJOH+xjB/2cnb+mK8b8R6tcePvGMFtpkbmNsW1mpGPlzlpCO2eWPoBXu9taRado8VnB/qbaFIEPqAAufx6/jUtlJEqElRx9amB4piLjipCcCuVnSitcNwRWLcPkkmtK7l+U881i3EmATmpZSRw3jzUJIoYbdC6mR87lbAGP515Zqk7TXABycDJJOSfrXfeN7sFo0Y5YNu6+1eayMZJC3qa2prQxqvUnt1O0H3q9EQKqQE7RV1GGORVmRIQv4VFwSVOT708EHuc/ypCDnuQetDAt2yAqQeD2qUKA3TmooMCPO4E/SpFbJGev1qGMmA4+X69eKeMjLHNR8cAjFPXAA64PSkAKcfdOR1qQSj60wAHgngmkOAw5xTAkJwR70ZJpMhhQDg560xAQPf86TI9fzpSRgZpo/SgYFSF6c+xpuSOoNBbHp+BpATxz14xQBz5NApO9OqhCUoGaOlA60ASxjmrCgVWQ81YB4oAftGaNtN3U5DzSAVRSMpBqQe1BHrSAhxg04GhhSDrTAf8xHy/exxXZ+Bvhd/wkelLqt/JNHDMzeUqAAuo4LEn36fSuTs7KbULu3s7dd01xIsSAerHH+J/CvqDSLKPTrCC0hAENvEsSY9FGKTZcEeZyfDi78PM0/h7VbmJiPnt5AGSQehU/K344pun+Ndc8PXEdtr1ubmydtqSqTlfZSeQR/db8DXq92ivEQQDXM65o9tqVhNDcRrl1xkjr9f8e1Tc1EvdVt5tOF7bzCW2dCySL3/AMCO47VyHw7tv7X8R6zr8y7obWM20BP99+WI+igfnXDTave6GL/Ri7FGO0DPfsR744969j8PaZ/wi3gex01x/pc4824HQh3wSPwGB+FXBa3M5y0sbKzsjEAgrnoe1Wo2SQ+lZEbtjK49wauwSlh6Gt0ZGj5fy8H8uaqyvj1605XbuT+FNlY/731oJZA5OD8o+uagiLGUkrip2YY3YB9qjG13BHUUATqSeuKlGPWolHTFSA8e9MAYZFQleeCalY1HnmkAgz6Uv4E0oI7UpHGaAEJUjvVeRQc81PxVaU7e9ADU4BXd0oZQCOcn6VCZSrEjpTzISoby2I9qALttLtI9q0UbcBzWXCQccY9q0YiNgHahiJwMGuG+IPgGTxAf7W0lEOpKoWWInAuEHTns46D1HHYV25ICFicADJPtWZ4d8RWniLThfWZbyDLJHtbqCp7j3GG+hFSUjxh/GvjLQl+wTXFwrRfKEvrXe647biMn8zUdq/xB8T6na3ltJeu9tIJYpZR5NvER3wQAR2Iwcg4r6CYlh1z6Z5xVeTLH5u1AHJaL4M03Q7+51C1tUju7vl9hykOeWSLuELZPPOOOldC6MkCoRyWzj6VcijDPyKivDuukX+4uT+NRPRFw3IV+XrSTPhDSt0qldSADrXMdCKN3LnIzzWDqlyILdmJ5rSupRnrXFeLNR+z2jEHnt9e1JasvZXPO/E9+bi+kyclflrnUGWFTXkrTXDMTkkkn3NRwAFua6UrI5G7suxJgDNTAcVHH/KpR0oEIFYc0c/Wl3YoOD7UmBNDIwT9KsJLllzx2qOELsx0pQuGyPXrSAup6ZGDx071IQck54I6YpkSkdgDnGTUp+Xb6nr9fSpGIGJ7D8qYwOQMjJHpTw3GCp+X15pjuM8ZxVDDcOORnHpShqZ1PSk6Hnii4mOc8AcnNN6UHrxSGgBc+wozg5pOtB4FAHPin03FOqhBikApaKAHLwanByKgXrUg6UASdqevb1qEdakBNAE604jNRK470/eMUgGkHNMx82KkDA0LG0kiogyzcDmgD0H4TaL9q16XVZRmOyTbFnvK/+C5P417nCMJ+FeV/DZ7jTrSayMUJtYWlmuLgBi3mbV2rjt1UV6nBtk0zznBlcAkNFxuGOOP5/Slytmikhtwy7cCua1+/W1gwGwxz17VrmXdbR3XmJ5TZAweOPT1ryL4ha64aS2jf55CV47L3P9Khou+hQ8LWEPir4nNezqHsLMfapB2fZwn4Fv5V6Xf6l9svTJIp46Y5Ncp8HtLWbTtRlc7Wu5REh9VjGT+rV3Fz4edXzG53Dsa6IaIwlqZ0d7GoHzH8RWnaXsT4USqc9Oazm02ZeCmTTFtJo24if8BVknUxAsm5WUj2pjFtx7YrGtROshH7xeh4rcAKIC/U0AU7lSBnGPc96gtOoPfHPerN5IoXgZB9KrWzK2MEen0oEX1z3FDHnINLjA9cUwtxTAUnI5ph60Fx700nuKQDwc07JH0quzHoaejnHfFAyYEMDkCq08DHJXFThsds0/PHSgRkNDLnDAbas24wm1hVwbQTwKlj8ls5HP0oApIpD8A4q6nA70skEeMjI+hqEyYOPSgReif5Tj7w5Ga8+0hh4N+I17pEg8vStaIntCeFWXJwPzLJ/wB813ULj2zWH478MnxH4dLW4I1CzJmtSpwxP8SZ9wMj3ApNFI6YsAuTxiuP8YeO7HwwDbxqLrU3XKWwbiPPRpCOn+71PtWZqvj29s/AGmXwgZdWv02KXXhCB/rSD0LAblB68ntXKeDPh9P4lmOr65JOunSkyAMxE14c9S3ZD/e6nt60gsekeAfFEvinw/8AaLiIx3Vu/lTsqYjlbsydunUdjWuzb5pH7E8fhUi+Tp9lHa2kMcMMK7Ioolwqj0AqFRhKyqPQ1px1I5XPGKzLuQjPNXpnxWHfTgEjvWLN0jOvJwqtk/WvLvGepiSTyQ3CjJrttYvfJgZs84Irx7V7trm7Yk5ycmqgtSastLGfnJOTVi2X5qrDntV2AcVqc5ajXJ6dKlKjBHNNiHU1Ljvx/jQwIivFIVI5qxjr6Y/Wo+o5pMB8QO0fKfrUmTg+uelS2q/usY+tPaNWB4x+PFIBUmJxk8+lSmRWx2PrmoliGeD09aGRhnHr1qQJcqMHg47560jY684bpxUanaDnNKX7DimO47BKAgfWjByB60itnn0p4T5cg5P1oERngcdc0YBIz2pxzz29aaQOvemMN2TwOaQ5x/WjJ9aUnjBNMDn6dTadTEFLTe9OoAcKcKaOtKDQA/OKeppgpwpAOooopgPU4NdT4VCLpviCVkVpHt4LSINySZJfm2jruwvbmuVWvXfhF4cRbaTxBcRgyOxjtCw+6o+849yeAfY1LHFXZveEvDutabpUcUdvBbuSrGW4c7zhy4BUZ7n17Cu1lbV10wwiCxmkJ5CTPFkHryQeevtU8WQeasn/AFdJNo1cUcZPrKWRgt7qykhlt0OLOTaPNJPVP4XAzn14PFePfEJY4fFjooCqltEWz6kEmvbvFVpFe6XN50auYVMqE/wkdx7+9ePat4ak1LUvDaT3U91qmtzss7ynJKK4VTj2QGna7uTJWR6P4U04+H/DPhXd+7klVpZ/rId3P4ECvQZ4d43Dg1zvixBDa2axLhY5AE9AAMD+VdJaTLNao+eozWiMzKuLU5yDUEdu27vWrOAQcGokaNBypPvWiJIoodh3EAD0qSQBhyoIPY0STFiRwBTQSfegRnahCjx4UYYCqdogU8j8q0r0sbdxjt61mWRYL8x56YoA0AAF6Go2PHFSEEjGT9KgbIJ70ALRtJ6fpSxxs/sKsrAByDQBAIsjnrUiw4wOtTBe2KmjiyaAIUgB7VJ9n+lWkjGKk8sZoYFEwjvQFC9BVySEEelVZXWMfNkYoAguZgkX3eaz/N3HoaZcz73OMke9Rq2DkZoA0IW+bINSX+rWmj6bPqF65W3hXc2OrHso9WJ4ArD1TW7bQNLl1G9EpgiwMRJuYk8Ae3Pc8V5Vfa5rvxG1u3sLeEKoYmC1ViEiH8Ujt7Dq34ChjRvWc8HiHUb7X9VCnRnjB1m2Zy3lSJ/qREOp3cBR2/eKeCK9dV4L7T4bywkSW1lQNG0f3dvQYHYdsdsVk6D4Y03SfDZ0SSNbuGZSbppFx57nqx9PQemB3rldLvpfh14t/sG/neTQtQbzLO4kP+qYnHJ+uFb8G9akaOwYnftI/GpTwhqe7QG+kCjAQYP1qtcSBV5FYzOimtDNvJQgPNcvf3RLMQela2oTEg4OK5bUJgisSaxNVtc5HxbflLVk3EFuODXnLtuct61u+JNQa6uzHkhQelYOK3irI5pu7FQZNXYh8oxVNOv4VdiOEFMgtRDAFSlgBx1+lRRn5R6U84J4oAVWBbkn6UhGOlNAIPHrS5IJxx+FAGjb/wCrHIweuae4IU547cd6jt3GwENz71Ix9fy7UgHoMxgDg9Dx1pCo2gAn2GOtIhIU/NznGacZsA7gSQegFFhjGjOTkHj1prqFYAjnGaXz2OeufTtTWzjr0PNSxDkUFcjv3p4wOT3pwGBkrjimgBztLqqnJyfX0oAYeTk0ZzwKD+XuBSH60wE4I4P0ppOOO9DHnikPNMZh9KdmmHrTqYgHJp1NXvS0r6gPA5p4FNWpAKYCilHWlooEFJmnAZprALyTgdzQM1PD+i3HiHWrbTLYHdM3zvjhEH3m/AfrivpqwsYNPsoLS2iEdvAgjiUdlAwK4b4WeF/7H0QardIVvdQUMFYYMcXVV/Hgn8K72WYRrmobNoxsWFODU5bamT3rHgvkZm3MODjGatvfQtGFEgPHakVJO5Q1Vo5LK7V+UMLg/Taa4D4bTXfirxp/at1g22iWf2e24AAZyQOnU4BNdJ4p1JbDwvq1yWG4W7Ig/wBtvlA/M1H8FdNW08FPd4+e7uXfP+yvyD+RNWjOemh0vi2POl7u6ENitHSHMthCxPDKDTtXsxeWTxe1Q6QGg023jcfOEGfatDMuzKPu4GKqvEOuasSMD1phXgDORVokqsgA5NKHXH/1qJ4yBWVPcbAcSDHoDzQItXhV4ioPJHGKzbbIJDZNWUG6PecgY79hVaE5mIzkDpQBdycdab3pc4PQUdTwBQFxMnPBxU6FsAZqIHHUVIr8igCcDIqWPOOtNjYgCnB+aAHPNs9qhkvJQCUfJ96nMPmioWsXB6EigCk+tXUZw0afUiqM19LOTkACtaXTGkH3aYmitu+Y8e1AGIiuTgDNTpbXDnABNdHb6TGnJB/GrqW6RjjpRcdjmjoL3kDw3EaSQSqUkjfkMp6g1T0jwzpng2ye006MhpTmWV/mkf0y3oOwrp7/AFGOwgLMwB6CvM9Z+I2gWU7+ddtdT5wY7MeZt9i2cVLYHai78rkuPqaxvGGkL4q8NT2ACC8T97aM/AWTGMfRgSD+FczdeN7VPCT6/BbzJ5jmG1iuMAzSAgEr1BC5yR7VT8PeKIrTU5We6uNSSUGWePgXCSdS/lseRjqELD0ApDVj0+1txaWcFuJGk8qNU8xzlmwMZJ9eKq38mwE4HTip7a9tbuDzLWeOVQM/IwJHrn0rOvmJViTWMtDqjYwLyQux9B6Vx/iC7+z2sj/3ea6u7O1WPrXmvjq8MNosSt80rYx7d6zjqypO0Tgp5muJ3lbqxzURFLgZpM5NbnIPRT3qyuaiQZxVhRzQBPEflxUhOKjUYpxyeRQA4HPFLk/WoweelKD2oA0IMGPBA/GpmA7Z+maq25ymCR7VMx4yWyM+tADkYgAHjHYmnEZYkA4PemRnJwe/Tmp1AYMMEHHegZCUJOeM9uaeigkggjjNOGMEHBx7VE0gQE8dcYNAE7tlQB2GMGoDkjqB6ioizNgnrmpokU8sDj60gAZ2/Wl2kH19KkC7c4wO3XFJIecqQDQBXbG/BOTRwOP1ocEMSRzTD07D6UAYp60opP4jS0xDhS0lKKAH1Ih4qOnr0oAeTQDTCeKFJoAlBxXWeAPCn/CUa+DcD/iXWZElz/tn+GMe5xz7D3rkhyK9b+FuorDoMlqiqJRcs0h9cgY/QUm9C4K7PWcDbk7VAHboK5fxHeyw28hjxuT5lw2DxzW20rC0LDG/BIBNefar4rvraY2zacILsDIdnWSJwTjPr/LFZ3OmMe5s2R8/WxdQuWtbuISrjoCVBra+yCFjh25NY/hGPzNDtJiApCt04AG48D2rV1u4+yaHfXWcmG3kfP0U0kNnknjzxMNRvRptux+ywSGSQ/8APRhwPwFey/DaI2vw/wBGTbgvbiQgj+8Sf61886FpMniXxBa2AOPtD7pnB+5GOWP5cD6ivpSwu7eCJYIV8tIlCKnTaqjAH5CtonLN3Zr3Em2I5xzxVaDPA2/LjrVG6vi0ipwR6HrWpaOHi4NapGY4pnuaTyz25qbYM5BpDx3piImhVlIZd3tWRd2kcIZkgBxz05rd3Y4yKY4RwQRn6UAcNPrrFjGY1UD8amspxK2fal8TaUqj7TET1+bBrO0xtu3n8KBHSKoI5pxTHIp0IVlyfSpHAKYoAz522tk/zqNLgA4/rTrxMdKzGl2nmgTN1LsEY/lUqTrnJNc6t4QcKPyqdLwAjcDQB1NvPGSMN+tXBuIHIIrmLfVIUI5zWlFrUOAAaLFGyqknk8U4Lg1lrq0J/i/WsvWPFJscJbQSTNjLMqkhfypWYHTvIqdxWdd6kiAhT+VcG/iy6unIE6Bv7uOlZuueKJtF0O71CTBlRdkHPWVuF/Lr+FIDN8aeMry48W2GiaKPOnhvIvPA/wCWsgYERfQDO4+v0q4vwj0C0kme5N3c75GZFEnloikkhQBycdMk9qwPg3p0dzrN7rl4wP2ceTCznJaV+Xbn0Xv/ALVey6rOlto1xcRMoeNMoX6ZyBz7Uh2PB9Zv7M61Jot/Z3dtZ6UDFpwiU7ogv3pCp+WTdnJ6HoQe1VLXwnf3d6r29xYz28nzrem5CRMDnHJ5V+M7CN3B64zXU64ZvD3i1NVutt1pV5K2y5aHhSfleNweVIxgj8RVjUvDUMdpJrPhWRNj/wCvsJAHhlGDkFegbB4+uR1oGo3NbR/COrK8U9xqenszhxHdRXBMm7733sAOcj+I9Can1TXDo96bTWbq0eAuSLy3k3bI8j5pUGSvBOMZyRivPreax1GHytIhWwv0O97KWUhZMLzs6hjnPB9RyKgtpWbfNdxwS2elsri32AfaLpuUjbuQMF3z2XHepcU9xptHUax4q0u3llt83DOnZoSpI6g47ZBB5ry7xZqi6nfxyQrIIFTA3rj5j1rUv9WSe1nurxEma6uDJIXH725fGSd38MYz90d8VgXUpvLKSVoooghXAjXb3xg/0qVBRKlUbVjLpAOaKcnWmQieIZ5qwo5HtUMYOKsL7UATADHNIQR0p2Ploxn6UWAZij2qTaMUmwEZBoAmhzt6frVn/lmW6Z/KoI0+TINWCdqHIHPFAEauBnJ68A1OJMDpzVZQQ2dv1yKl56j06igY53IJKncOxx1qGTc0uTjpTs5UEcGl6YX35xQIWNBjqBx19asK21RgY7Go0GSOBQ2QoKjg0ASOQD8pP4ik8zA65pm7Awc5ppznNAwc5OefaoTn1NOL89PzqIk9T0pMRk9zSjmmE804GmA+lFNzSqaAJM5p61GOtPXrQAGgHFBpM0ASB+K7X4aTsfEj2gJHnwlgOuWXn+Wa4bNaukXD2m67hZllikVSVXJCn/6/FKWxUXZn01DHKkGUOHHJDjp74ryzXbc3Zm1GKMq0cpjmhB3eXzyR685P4113gvV5rzQHsFtAt5bMFSO4mkbO75ssQOBjp9RXOa4bpbe+vNOtruKRLspeWpQfKzDIwRwR6EcH0BrNqx1wnc2PDN+tv4esYkVzKE3E7cjOScVd1+9W48L6uMEZspQykYKnafTrS+FNOa70fTpAI1V7dHAbk89sVH43ibTPCmsyM8bKLRwPL45JAwfzoSCTVmjjfhforxabda3IzJ5+IISI93AwW57AnA/Cuwne6t7sqS6zYzxyHHtmp/h7ZXNh4RsooXw3l7yrj5Tu5roLq6t1uIzqFqsLdVkxlDW8djiZSR/tVklwdySAYYe9EGtR2rBS7KcZPGa244rS4j/dFSp5wrZFZF/4fRgxjZsHnBWrQi7F4jhYHMmR7ipv7ZiOMFfzrj59Fu7Y7otxX0qrvukbmN/ypiO7GpJJx0NL9vRecnFcWl5doAZEAHbNXYb4yfxnPpgmgVza1C4S4tXQAncOuM1zMYETY6EHrith5D9mLEk8cBTisTzt0rjnG7g5oA6OylJVea0Ady5I5rnrKfaygNW5BLleTQA24i3AkflWLc2wGSVIPvXREDqDVeW1WXqKBHJyAr04+lV2kcfdJH0rornSecpnFUDpZGeDmgDGMkhOS5J+vSkE0oP3iB9a2f7Jyeg/EVIuk+36UDMZbxkOCCT61t6RrkcaCO4Rsg8SLz+dOGiJJ94fnVy08NwuSAu49xk4FMCe4stK1uJvMhhmYDPTbIPcHrXnnjzwbqd1ogt9PY3cQnSVdxw6dQQ3qMHqK9Kuzp+hWzbfLEzD72cYFQW8sk0YknUox5CdCoPTPvUSZcY3OW8BeCP+Eb0lY9TmS4uDKZvLA+SIkD/vo8dTXcTtA0Ji2q0bKVZSAQwPUEemKoPKS2Fpyh9uWrJy1Noqxw2pKmj3FzpOrbp/Dt/hHfq8IAwpDf3l4weuBg1x0moan8PtZispmS80uRM21wnCXMJJIIPZgSfdenSvVtVtIL+Fre4UPG4wR6e4+leS6zDLpTTaLfKbrTWYssZ6xsekkZP3WH5HoaFJA49USeIrXTXW21/SistrJJvKdDG47EDpXK3upS3WnW1stvFHAJJXjMSEeY8jDLn3Hyr7AVnfarnT/PtxKTbyHBPQH0JHr/Krt9qP9paRAbe1jthpww6JJ8jM55kUHnJIGRz07CmiJFXUow+qvbRYZbYeSqj/AGeuPqxJqtqcElnCtrMCk5cmSJlKvHjgKwPQ9/xq0usQQ38139iDNMwkkhf7hbqRnrtzz29Kyb29uNRvZry7laWeZizuxySaZBX4HFOTmm1NGuQOetICeMfKKnQVEq44qVVI7fnQBYVcjHNDLjjBoVyAOlBfJ5xQA0e1SggDtUYxnJAJqQBcZI4oAtRqrR1MVAPUYH86ijIVBt6HvUo3At0OR2oAgJZTycjrzyKevlt94Ad8imliGycj600yY5x19KAHuqg+nfrmmj72O1OIDY6HjvxRtI9j9KAHZ44HTrSA5xkDA701kA989hSM2c5IJoAeeRnBphYr0PFCMe3H0pH+9xmi4EJck9KcctjGAKQjnjinhehJHWgZhZp600kGlBFOwh2eaUUn44oFAEoqRahBqRTSAcSM0lIaBQAVPavsmXOQG+Vvof8AOahqRcY96Brc+lvC2rWdzpsNvHIQdgBdWBYnHUnvV680eN7O6t5jJcQzHeMsQUI6dOvI6189+HPEk+i3qsXYwNwwz096+hNA1iPW9PiffhiAysD94VmzqjJNHH6B4xsdPt0sL4ywyWoaESOuAQGJHJ6HnpWB8Q/GdjqmjNpGnyeaZ3V5nU8KqnOM+pOOPatrxf4SM9y5eN2WYnZJEOvsw9awLL4XvdtsuppLPA+Vo0D7/qpOVpoucbrQ2/A3xT0BrO3sNSk/s+eNRGGl/wBU+BjIbt9D+dehah9mv7SO4tZ45YW53IwdT+XFfNfjDwlf+Cr9IJpYrq1nJMU0QxnHUEHof51laV4k1DRZA+l31xYyZ+YI/wAjfVehrVbHFJNH09ZxL90RjjjKEqa01t5FjzDdSJ/stzXg2m/GXWbZv9Ns7K8Hd48wsfyyK7LTvjZosqoL6wvrQnrtVZV+uQc/pVJkHpKx3rcHypD6kYqB4WH+t04kf3o+awrP4n+EbxlWLW4EYnGJsxEfmK6S21a0vV3Wt1BcKf4opQw/Q1VwKZTTj8s0TRN/trUUmlWbHfBKv0BrZaRHIR/yI61C1raMMGCPr24I/KgDGl0iRo2RZRgjsaxm0m7glKkKR6iuiu7GFBmOa4jx02vn9KzJGnBwt2W9nT/CgCnFbSowDJ37Vpwh0IwpFVRc3SE58l/wxUyajdDg2wZfUOOKBWNiL51H8qnVBWQuoP1+yTfVeasLqJHLW86n/doA1Aq0pihbqoNUBfIw+ZJQP92pFvoRxub8VNAFn7LbE/dI+lPW0g9G/Oq4v4B/GPypw1CLkCSgC0LWBR/q8/U1Q1S7uhH9l01EWRusrD5UHrxyT7VN/aEecB/0o+2pGp2lRn1FA2ec2+jT3fjq4e5vZbu205U8xnGBJcEbtuPRQQT+FdZJPltiE7j1rE1bVvs1zNLAilXlbOz14FTWF9maNGwJSm98npnOB+XNc85HXGGhu29vt+d6W5lCqQO1Rm5CR5L4rF1DUwW2I3JqLj5RLm53NgHpXI+K4kvLQggecnK+pred/LhLtXLXl3veS4c8DhR70ijz7UrRrdjFKBlgDj2rPbS3uLOFbPfLJ5hRoiozuPTYe4xjI9a1NbnMl5g/exyBU0EX2W1CMMMoLv8AXrWsdjmmcnOoWd1DFwpwGIwTUB61JK++R3/vEmo/equQKOasxKNw44FV0GXq3CO9IC3GIijCQsrYyhAyM+hrQvL2K6tbeJLOOEwjG4EksP8ACszANSqcDGKAHYOKYxxzUoxg9qYw45NADDnPXApwc4pWUKxUOrgH7w6UYxQBbhGQMHjuAKkJw2QTzxjrUcUeIw3Oc0rljyuCep96ABmct14J7UpwRjPJ7VFkE8ZU+nrUiZz8oHGRQA7ovIGfakDZPJwR0FIygeufXPSm7sKf4s9utAEpkC5yMZ54NQl+/YU44Lcg57U1gSc4P1FS2A4PnoMe9NZiRgnpUaA89hSk4IxSAXJ3YJp+fl5qIkgA+tKrnGTyBVDM4wAd6eEUDgCpGTPG6kS3ZjjJqySIqD2pwCDrU4s8OFLHFJJabWwrZFAEJC54pQMd6mW2AGS3NO8pR1IpWArnigVO0YA4qHbiiwxRUirkdqjHWpF60mBMEGOvNdF4Y8YX3huUIg861zkxE9Poe1c+nApdtK1yoyadz6U0jXLHxRo6ToxXeMHPUH147iuNT4h2mm61PYXCMZ7eVopGZgqkg9j39a8ltdRvtP3C0upYQ3XY2KwNSuHuLtssXYHLE9yeppJG6r2PcviJrHhvxD4SlM00S30SiS02EFvM4G33BHBrxF4Ac46elQWqfPucnI6D0qwWGM960SMak+Z3SK/lDB4Kn2oCup4fP1pxkGTiozIx46UzO4/z5RwyKwFOiuhG4ZQ0Z7FCVP6VAWNHUc07gdNp/jjxBpoAs9dvkUfwSS+Yv5Nmun0/4y+IrUj7VHY3qf7SGNj+Kn+leXlSOlICR3IouFj3a1+NmnSqBe6PdQv6wSLIP1wRWhF8UfCl1y93JAx6CeBh+ozXz0GI5BNOMki8bjTuKx9Kw+L/AA1d4EesWDH080D+eK04LvTph+6ubeTPTZMp/ka+V/OY8HB+opyt8pYKOPTilcD6zRFOCjZ+hzU6hl7tz6ivkqO+ni/1dxPH/uyMP61bh1/VYTmHV7+PHTbcv/jRcLH1ePNxxupQr9yfzr5aj8YeIYvu+INSH1nJ/nVuP4geK4sBPEN7gdAzA/0p3Cx9OHdjGfzoBkUYDJj6V82p8TfGKdNflI9DGh/pUh+KXjHvrX/kBP8ACndBY+inWYsG80Y9AKmAITLHPH8VfN3/AAs7xk3/ADHWH0hQf0qWD4meMzNEsmvyrGzhWfykIVSeT09KTYz1SVN0ZuJVUBiz49ASSKZpcfkLLfzZMtycxZ/hiHA/76PP0xVm5jjub+2sSMRdJOc/Ioz19xjB9DS6iHlLMgGMYXHYdAPb0rke53rYp6hq+xTucgD3qtYLJcZurjIj6ru70kWkfabsPcs3loNzDtUeqarGilIOI0HAFIGrEWrahvYRIwUHj/69c/qFzAqMFcGGEYMh4BapXZxZnUHXMkr+TbJ3LHq30ArndXUNLFblv3SAu2D1x1P4nimkZyZkqPtepeZJ90/Pgdh2FXNRm2WNy56lCPxqKyTezzYyST+FM1cMNMmyMdP51sjnkcqeTRQeOtGaCR0fWrcXFVU7e9XEBwKAJVyTU6gAc85qBTip198UAOwDxTCTnApQ205H50FgcGgBvK9aXdntxThgnJIBpcjPTjuaAL0G1kAGM4pZFzj5aIUXZwRmnMjLjJoArsvzEjP86UAKDg8inEFSeF4/WjI47+xoAaSBzkHPWm/K3IOGHWnlQobHA/PFNCZHbPYY60AB5PJX6mnBQQP6UxgemBjGMUhY5IAxSaAcYyATuAyeOaY4AxkU/cMD1zUTOC5wRnHBNSAhXn1owfTANML44pchhz1qkMEtSvJOaftYHtVY3bMcg0CZ2bAyT6VZJOyuepqNkkPrViKGZxknH1q6kUcY5PNMDCZnz3pAXJ71sS/Zwx45qIvCBwKBFALISMA1MLdmHvU5uUU8Cj7X7gUhlRomQ8inJ1FWfORxhsc1GYMHepyPak0MeKcKatL3pAMkcRozn+EE1hICSXb7x5rVv5NlsVHVzgVnRr0700BLEhwT60roxXpSq4U88U8zJ2NaJCuVzCx5x1pvksDVkzKOmCcdTTGnU8cUNCIDGwPSjbmnlwe9R5qRhtPekK5pc0meetADNp3Ac8ntUt0m24kG3GGI/Kn243XUK9i4zj602Q+ZK7kYLMW/M5oAg71KuBbM3fOKTYAT6etbWt6aun2GnR5zI8CSSY9XBfH4ArQBgE5OaKdtNJtOaAEz70U4LS7R70gGEHFAVvpUmAKOgpgCxE/xGtbQfJNy8c8QlIXeo2hmIXllGeBlc84PQcVnxruG4Yohme1uo7iP78bBhwDyPrSA928KXv2y1ur26uEklhIs0dWzvjHzBvxBXnvVy81qEMII3UHqSRnNeb6LqMdhdxyh8WsqpEWLFsKc+WWY8ccxkAcFa29d1OLSYmm2jzz93P8AOsZJ3OyElympquu+TaMpkCRDl27sfQVm2Cf2solmfybQdfVz6VycCXWt3as7Fwx4B9Kualq39nK1pbTebIBgvj5U9lqbDcka2saxHPqcMNqg2xoYbVPQ/wATH2965a+1FXuZYrYByxEanttX/E5NZzSyZLc+Yw2DnnbVKS9ksbr93sLgYYkZAPoKuMTGUjqLeBo7bkOEH8Q4BNZuuvixVdxw0g/IA0j+N7ybTbfT5LS38iA5QICpP1Pesy+1CS9RA6qirkhRWhiZ560gFB60DrSAs7w5QBQAoqwMYyKppVtBxQBMAOKeKaufTin0AJ1600HbTxzTHOT7UAKG9RkU5X59qiH1oyeDQBqQOfLweP0qXeRwcD61SiZmTrke9SPL69aAJGkGec59ulKrHPyj2quWBH9KSNsMNpxzigC03MbHn8KZ90kAcj8KC5zgnGT0xRnPGaAJVXCkHOSM4PSosZIyOvpUuQvHPP6UoOAARkmgCqBhjkfQmq7kbqtsmATj8TVeQcjnOetICHOe4oBpWIxjnj0pmGYEZPTrTsMjWS2HWRP++hU8d3bx/dkj/wC+hXPUVQjom1HI+WeMf8DFNFyr9biIf8DFc/RQBv8AmRf8/MX/AH2KUG2I5uos/wC+K5+incVjoM2w/wCXqP8A77FIXtv+fiL/AL6FYFFFwsbxe2Az9oj/AO+hUsVxbjj7RGM+riucopDOma7tlYDz4yD6MKb9qgP/AC3j/wC+xXN0UrAat7cRyTAK6lVXgg9zUKPGq8uD+NUKKYGizxt0kT/voVAwHP7xMf71VaKdwJ9w/vD86UMA2dw/Oq9FFxWLBYZ+8Pzpw6VVq0o+RfoKAA0meacRSUAjV0B7IalHHe2RulkYKuJWQp6kBQcn2pmspGtxD5STRxeUu0TDBA5wMkDPHem6I/larDNxmI7+RnGO+Mj+YrXvfFLPc7ZEaRcD54pXQNkZzscsAef85oAxrDTpbx8nMduDh5ccDnov95vRRyata7P5txHAqhEhBAReik8Y+oAUHHfNJc+ILmdg0f7t8Eby258HqAeijr90Dqaymfcckkk9SaACkIpN1BagBaQ0m6gnNIBCaCeKODSnFADQSM4PWnKxGOaaRikyO9AG3pl6JIfscw8zhljBPVW+8gJ4XOMgj+Ie9XvM/tFrWw1S+kht0Vj9qWLzCQB8q7cjBzwc9DXLbsEFTgj0rTgvlmj8ubJkJ55xuPqD2b9D3oGnY7IEW3hYSaejzztHun8teYlzgbuflGfzNYh024t7Fbu6ifcw3bmUgAfjVKz8mGUrJcGFAV3OEZjx22jofrxzU3iTxLe61cB5nfygcKn3QFHQfpUNGnMUnmaKFpyMs/C+1YzZJyeprVvb3zLVYHG6QEYAGFQdTjHUnjOfSsmqRDZJApMg9uanbqaW2hHleYWAJOAO9I6gZoYiA9aeoFMqRBmkBIgHWrKHiokAxUqDIoETp1p+M4qNBzUox070DGE4pDhuec0pGaaeKAG9KUHGKQ+tNPNAF5DkDjHHNLk5J7Z71FC2Bw3QfhUw2k8jB69eKAI2Pv8AnTVJJB6/SpmjDZK9TUYVl5x0oAm3MqDP507GT8hLYPB6Zpse3PzfgaGPpgg/nQBKHJHOOOvtUgZeikADt1qujnBU/wAR5Jp+fnKg7R60ALM4xtAqtKBuOP1qeYnBBI7UwMjNnqAOlAFYRNuAx1p5hbdg8ZqbdgEA1Ez5YEtx6UDOZoooqhBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFWQ3yL7AVWqbd8ij2oAkLDFMJpKKBIkt2cTqEJBY7eO4PanXChJMDsMdPr/AIVEDtIPoamuwfPOQMdv8/jTAh7UntSgcUUhhSUuKXbQAmKMUvSigAxSGnUUCD2ppFOHrSGgBmPrSgc96KKBk0dxImOQfqKV7hpAxcKccjknH61COalELPbzSAfKm3JyOMnFAFVmLHJOTR16UAZpyjDfhQBbiB8le1Mc8GpRkIvbionpXAhHWpFpgqZB+VICRelTKajA4FSCgCVTgdKlUiol4GKXOBQBKDntUbDntRuxTcg0ABGBim9GFP6jrQuC2DQBJH82QRzUu5geOOetLHHwRnHtinFOMGlcBQ64JOf/AK9N3bkbnIPfvSMmTj86Q5VcAE4pgOYjZx+NJwSDk59acG3N3J64oPI55Hf2oASMlevJ9akU56Gmomcndwew708qNvyj8aAEcbgxPBA4qFzg9OOtPfJXhef51ExDBcrjB7UgQrSc5xUZbJ5H5UpTHuKRkI6CmM//2Q==", "path": "001990.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001991
Men Tshirts
{ "bytes": 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", "path": "001991.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001992
Men Tshirts
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", "path": "001992.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001993
Men Tshirts
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"path": "001993.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001994
Men Tshirts
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"path": "001994.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001995
Men Tshirts
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", "path": "001995.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001996
Men Tshirts
{ "bytes": 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", "path": "001996.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001997
Men Tshirts
{ "bytes": 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", "path": "001997.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001998
Men Tshirts
{ "bytes": 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"path": "001998.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001999
Men Tshirts
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", 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