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.
002400
Men Tshirts
{ "bytes": 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", "path": "002400.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002401
Men Tshirts
{ "bytes": 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", "path": "002401.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002402
Men Tshirts
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", "path": "002402.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002403
Men Tshirts
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"path": "002403.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002404
Men Tshirts
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", "path": "002404.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002405
Men Tshirts
{ "bytes": 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", "path": "002405.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002406
Men Tshirts
{ "bytes": 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", "path": "002406.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002407
Men Tshirts
{ "bytes": 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", "path": "002407.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002408
Men Tshirts
{ "bytes": 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", "path": "002408.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002409
Men Tshirts
{ "bytes": 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", "path": "002409.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002410
Men Tshirts
{ "bytes": 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", "path": "002410.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002411
Men Tshirts
{ "bytes": 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", "path": "002411.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002412
Men Tshirts
{ "bytes": 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", "path": "002412.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002413
Men Tshirts
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", "path": "002413.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002414
Men Tshirts
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", "path": "002414.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002415
Men Tshirts
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"path": "002415.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002416
Men Tshirts
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", "path": "002416.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002417
Men Tshirts
{ "bytes": 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qdPhjhkvr+5naGJIyGAPzyE/w57Z7muYniDzOyIY13fLGeDzzn9aRsVLUq90FflUU5Oa7i78Px3XgA3MO0PbuJm7ZBGPxPT864qKyJkKxb5HJyABwRjPfvW9pPiOfTYZtNfMkUqkRK/RJDx/j9KED2OKuo2DCTtjNdX8M7rZ4p8n+Ge3ZT9Qc1zU6O9x5IK7WfbkcgH147V2Pw00aVdWe/kHyqDGnv6ms6mkHcqndzVj1cxPEd0TFT7VG93dqv8Le9aaxZSmeQGyCK41Jnfoc5eX10ykNhfpXKalcOSepJruNSs8IcVyl1p5lc4H41UWTI4S9TLO7ZwBWdJOqyW8uzDpwff0rp9V0/DBDwoOT71y16BwydWzx6V0QZzVEF5KJo1HHJ6+9O0u2LFtx2xqTljVFiWby+uBxV6R2/sVQpKljgn1rUw6i3WpDzFS1+WNDjd13H/Crlhrl9HPkTMpyxV0OHO4YIyOdvtWDGu0gnnPQVftceWWZv3gOFPtimLqes/Crw3Z6x4ik1HUo0lit0BSJh8ok3dx39ea+ga+VPCOuX9tM4i1Saz85hvaONGyRwOGr1Ww17X7BftZ1o6hbj5nguLdVcKB2I/PFUlcmS1PV6Kp6ZqEWp6fDeQspSRc/Kcj86uUiAooooAKKKKACiiigAooooAKKKKACiimyNsQt6UARyvk7QfrTQopinnPqakqgDGVIpiDKCpBTBw7D8RQAtJ0OaceKKAFBBFNdcinCg0ARAGlwKcRSUAAJFPD0zFB6UAOIDgggEHqKpS6RYynJh2k90JWrWfSjcc0rJjTa2M0+H7HaRiX/AL7qOLw5pkEhfyDI3rKxbFbG4+lQyZJpKK7D55dxAERAqKABwFUYAqFie1OGc4NO2girJIcjuKMrUhSmFKYDWRXGCAR6UkYe3bdCxA7qelO20UAXre7SYAN8r+h7/SrNYrqGX+oqe2vWjIjnOV7P/jUuIGnRSA5GRS1IBRRRQAUUUUAFea3Ux02PU5UlU3ZvJcwquXJ7FQPY9+K9Krg/FOlWUd5c6lcTStBJHmaFHIUMo6kDG7I6j2poaPE4AtzeStL8sOVIZs7IyTje3sOfxqW/g0y1mgMMjXcpk8yRupK4AAJ/P866vT0tLG6S5kt1+wzRLHJ5q4AUgfOMehGfxpb/AMC7GefT5Fkgk+YtngjOcjuaajoat6mHc2sFzDYhNPe1n8siR9ysHAPBKjkH361i6h4W1DV74yRwmIt8qgnJPvXrOl+GPsyhnC7mAJJ7e1dNYaRDCwYqC57kdKrl7kuVjyqy+GX9m+Hby7kG66KABsfdBIBxXQ6DpCWMYVVAAGBXqQto2jMbIGRgQQe4NYM+hvZvmJS8PY9x7GubEQb1RtQqJXTKSRYApvl/MavtDhBxUflnGcVxNWOtSMm9t96HFZJ04YJIrp5IDJ0FV7i0KW7Ng4UEnAp6jujybxTDtugq4CnIJP8AKuLuLMKoIHzNwM/wivRvF2k3Nu8V3dR7A+3yUJ5wQ3b1rzrUJR5+xWznIz6+9dVNWWpzVHrdHPysY7o47AirXnq9gyDgk5x6EdarlPMmkYHue1BHlp05Gc1qc4/eXtkUDlHIzj1q7AqlQV7sTz7CqsILwyMuMMvAHYjmnwFvswYdMEE46ZPNMDoPDzwNMkbNGxlO0ocZAPf2r27QNOEOiTXFz80UcTAknqQK8Lu/DkulS6Zcwy7pbn94oU5OB3r6W02wL6VZ2o5VlVpiR1I5x+daR0ExfB+jSWOgW6yO6tt+6G9ea6ATzQMd+XT9RU8SCOEIBwKGUEcii5mx8UySruVvw7ipay7hCtu6pwx6GrttMs0QKnkcEehqWgJ6KKKQBRRRQAUUUUAFFFFABUFw3AQd+tT1TkO6WmgFHCqakPX60xRlBTxyvvTAUGmsPmU0o60HtQAHrRSDlqdigBegpKDSUAFJS0lABSNwKdTGoARelJn5qcowKT+OgB3amHk0+md6AGFcHPrRUpGVqPFMA4NIVpDxShsigBpSmFM1KeOtLgEUAViuOKjZM8datsuajCZbmncAsboJN9lc8kFk5/StSuTaZhfi4U4WOYKPz5rrKmSAKKKKkAooqKY9FB69aAGSlpVKKxUHuOtYVx4bhvHP2iSWVCeVdyV/Lp+db6jrSZPaqTsCdih/ZdokJjeJWXGMMM8VgxQfZzLYgfuoyRFx0Tjj8OldUylhg1VeyUtv74wKpMaZmRo7kbR9KvxQuMZwKsx2oVRgVOEIochDY245/Opgfypm2l246VLAZJawTZ3xg+44qI6bbnorD6GrO4jrRu9qhwT3RSnJbMrrp9sOfLz9TUWpBINOlKRr2AUDqc9Kubqw/EF3Ilm5QA7AevTPb9aqMUtgu29WeVfF2fyL63RnDXCrx6L2wB+FeN3EhjkAkPzjIHux/oK9B+Ikzy+JZ0uJTJOqjPHQ+lcGLPE7ySZ+VsnNQ9zbZJFMRmPJOQOlVmb9583Qnmt64EJs8RoWQHIm6DPcD1rFMIcb3OM9B60yGWYESGRXD5Rhkj0p8Z8uCKWIEqJCHX6f/WqrwVAAbjr9Kv20L2cscl0jtan5nCdVzxz+lAHp/gDw9HrF4dTdD5GfKgiPRQT2/U173DEsKhVGBjAry/4USJ/ZEYzlUJC8fr+VephgQOlX0JnvYkHPFHahTTSaRBDMMqaoRzfZbjf/AAHhh7Vfkbis6dcmrQG4rBlDKcgjINOrM0y4JBgc8jlfp6Vp1m1ZgFFFFABRRRQAUUUUANc4U1Ub79WJTkgVXfhqpASJ90ilB5pinDD0NK3H1FAD+9BNNDdDTuM/WgAUUpNBOKaTQAtITSE0g5NAC5zTgKFWl6CgBDSAZpQMmn4xQAzFMb7wqUio2HSgAph4JJ4A61z3jzxQPCXhO71KMxG7AC20UmT5jntgcnAyT7Cvlzx148vvHWpQXdzbx2qxQCLy4WJDc5JOfc/hSuB9Ujxr4X+3vYnxDpouozho2uVHPpknBPsDU9j4k0TVIriWx1O2njt2dZGSQEDYQGI9QMjkcciviCvYvgdoOpXdxqWpafcva4X7KZ1AO3Ks4OCOfmWPI9DRcD6P6jI6EZqIHa2D0p0CyJbxLM4klVFDuBjc2Bk49zmkcc5qkBIRlc1GrYJB7U6FsqQe1QxncrHuCaALCHJNR3TiC3eU9hmnQjLE9qraw2YIoB1kfH4UdQMacGGwhJ+877z/ADrsFOVB9q4/V3zcLEvSNMceprr0+4v0FEgH0UUVABVTzN8hP5VPM22Jj7VQRiDVRQF5TkGkqOJsn6ipMUAGRSHmnYFGcUAIM0uDSZpc0AFFFFJgFFLikoAa1YGqYl225GV3ea/0HI/M1vSEKpYnAFYeogW1rcTzdwXZj0UAdPpiqRUT508Yztc+J7py2X8zaD64H+NZ8qCe+js1iZi3WNRksQOh9qsa4wbW5XQkhpWk3N/dPI/lSWkF9HI2tIHQdXIHCo3Az9cVn1NmZ2qRyeeYJGQCLjan3QfQfSo5LKOKyPnI3nsQEx2FSXabdaeNsmNp+SfTHFdTbaa5NlO8O4Z8hsjkODu5/Tmi12I5W48Py2sdkzMc3DA/7ozgfng/lXS6ZaFHuEnCyQCJ1OR145rqPFukiG0gdMFI4lV3H8JB3A/TOfzFVLfT21O1jjgRo7ZmLs5GWYdTgeg/U4ptWY0ro2/heDFEkYyQU3fTBA/rXsUSjYDXG+HNAXS7RLpVAmfBaMdAvZR9BXYRybkGOlUk7GVRpvQlztzUW/K5pzthD9KhjOYj6imkQSAbhVaWLqatRD5RQyg5FFwMr5opVdPvKc1vRuJI1cdGGazJIDtJ7mptOlXD25Pzp82PY0S7gaFFFFQAUUUUAFFFIRkYoAhIySaY4w3NTbCKYwqgIgOqHj0p3LDH8QpSAwHb3oIJGR1H60AQEkZH5UplDIvPfFSFQ496o3e6FDIFyAckfSmBfUkjk5pahglE0SSKpAdQ2GGCM1JJPDC0ayzRo0jbUDMAWPoM9aQGHqfiWHRbZ7jVrW6tLdM5nVPNjUdixXO0dOtY/hz4n+GdXEsDa1ai6h3EhkMW9RzlQSQePQn+leA/FrxKmueN7s2k90I7fNq0bTb4/lOCUwfun0rgFdkcOrFWByCDyDSuB906fq1jqsTSWVwsoQ7WA4Kn3Bq5XzH8MfipLo2o2uma3dyJpzNg3A+YrxhQ+f4c9SOa+mY5UmiWSN1dHUMrKchgehBpgTJ1/CnGmL1p3ekwENcp438e6T4H03z75/MupAfs9oh+eU+vsvqTWh4p8S6f4T0G51bUHxHEMIin5pXPRF9z+nWvjnxP4ivfFWvXOr37ZmmbhAfljQfdRfYCgC/4u8a6p4zvmu9S8vKuTCiE7YU/uKM4x3J6k9T0FctTlUscKCTjPAqVreZII52icROSEcrgMR1we+KQEFfUnwBs1t/hs0wHzXN7LIT9Aq/+y18t19a/BBQvwn0sj+KSc/8AkVh/SmgO+70yQZGKcTyaYTxVARK+16jU7Lt17NjmlkP6kVDcNiQN3FMDShXis68kVtTBY/JBHk/Wr6yiO3MjdAu6ucuZmcOM8udzn27ChAQwq15qKkjl5AT+ddvXLaVDtvLfd952LY9gK6mpkAUUUVIFe7/1YUdzVVUNXJxuK+1RhQMVaegDUBUg1Lmo5JViUk07OQDSAfmjNNBpRQAuKXFFQz3ENrA81xNHDEgy7yMFVR7k9KAJqMj1rzDxV8avC2lW8kOmal9uu8hc20ZdVHchiNpPpyRXmt58crx3PkrqEhHSX7SIT+KKCtK4H0zg+hor5X/4Xr4kjbMFvaE/3p18xvz4q9a/tDeJoyPtVlYzDvsXZ/jRcD6Vc75Ag6Lyfr2rF8SRB7WKKXP2RnJnwM5AHyg+i7sZryiw/aPsy/8Ap/hyeME8tBch/wBCo/nXUW3xt8E6rZyhrye0m8tisV3ARk46ZXK/rTTGjzK40kax4uvbeBv3TzNyvOFA5Ir0Lw7pEWp+E0ieMGUp5UnH3lxjH04z9RWH8OrVbq8l1CMxyGUEDYwOPy+tem2tkmjWzLax7pZCRHH2Lnp+FEVpc2k+h8+6n4ZutLkdriCY2Rd4vPVScbWIDfhipNN168sGRZwLiJfuYPcYwffpX0fHpEC2kFsyq6RJsYkfePcn6nn8aw7j4b+H55WdbKOIt12DApW7Eqa6mBpWvaZrjWoWNPNuCVMZTOzAyc1Noug+TKz2zsqeY29G+ZNgPyD8etbNj4N0vQrprq1B8wqVVCc9eu0e9bGm6e9narG/LMxd/qe34DAqt9w5ktixaKwXDqB9ORV1AF47dqRVAWh6DIbMw2HFRx/dI9RmmSPnikibCr+VOwFuP7tPUUyMYUZqQHAJJ4FSAjqNpzgDHJPauOtdejfxeGjb/RmH2cN2PofzpvijxEZYnsrJsxniSQfxew9q5GJjGwIOCO/pXPOrrZHXToe63I9pFFZ+kX41HTIbkHllw/sw61frY5WrOwtFFFAgooooAhmkEMEkhPCKW/IVw+nahfW/KXTupOSkvzD/ABFdXr0vk6Jdvnqm38zj+tcba/drnrTaasdWHgpJtnU2utwS4WdTC/qeVP49vxrVUggMpBU9xzmuMPSp7a6mtRmKQr7Dp+VOFf8AmCeHW8Tq2A61VuWBiIIznisxdfdB++hV/dDg1ma34ptodLuSkU6zGMqgAB+Y8Dn6mt41IvqYulNdDe0q8N3YpOyFCxYY9QCQCPYgZ/GvAPj14nnu/EEfh+TT/IGnsJorrzDmVXQZwOgGePwr3q23T6DGlqxhlNsBGw42Nt47Hv7Gvmv4w2+uX/xBX7bYPG8lvBFbqh3q3y8gMAATvL1TMzzQnJzSVJJG0UjRuMMpKnnuKv6Bph1rxDpumBiv2u5jhLD+EMwBP4CpAzK9N8AfGHUvB0C6dexHUNKU/JHvxJD/ALh9PY10HxI8EBZ3il09otZlf/RL21T9xqhJ+669I58ZPo3OOteMz28ttO8E8bxyxsVdHUqykdQQehoA+vfCPxR8NeMZRbWVy0F9ji1ugEdv905w34HPtXU6pqlpo2l3Oo386w2tsheR27D+p7AdzXwxDNJBMksLskiMGV1OCpHQg9jXa+LPidrHi7wvpujXrYNsS1zKDj7Sw4RmHsPzJzTuBD8RfH99461ozSBodOgJFpbZ+6P7zerHv6dK4qiuu+Hfhu28SeJwmoSeXpdlE15evnH7pMZH4kgfjSA2fAfg3UdQa1QqI31fMcCFct9nU/vZm9IxwAP42wOmcs8b6Xa2fg3QXtwwe0vL7T5d38RSXIPucN1FfRHgvSGQT6/eQiG81BUWGDGPslov+qhA7cfMfc+1eBfEy6WDTP7J2N5ia9qM5bsAWXA+vOaYHmFfQX7P3jFDaz+E7o4dS1zaN/eHV0/D734mvn2us+Gt/wD2b8RtBuN5Vftaox/2W+U/zpAfYbHBNRs/OKe/ysR6VA3JqwEkYHg4qpO2cMO1LK5EmCaqyTAEA9MVQFjULsLaxQqeWGSPaqUEQkO5zhRyTVYyGaXA5Y9/SppXYoIIzx/EaALWm3Hna7E3ReVUfhXV1w+nSeVqkDDoHA/Piu4qJbgFFFFSBFIMkGoJX2Cl1C6WysZbh1LLGMkD61kS6rbXEIeKZCD2LYI/CqjbYdna4s85lk254rShfci/SsFZNx3ZyD0NadhLldpPSra0EaQpaap4p3eoA5/Vr68tY7u7v7mHTdKtuFffmWc/XB2gngAAsfxrxX4g+HPGniWyfUvs10NOi+aGwdsSlevmGIH5RjsxL17QmjXeoeJRqGqbTb2eDZ24OVVz/GfUgd/Un0BrTvzZWKz65PGd1pbyb5Ezu8oDcRjv0yM/h1pAfC1FdF4xOgvr0tx4bnmfT7keaIpY9jQMScp7gdj6GudpAFKAScAZJrT0HTG1fW7SxCnbI+ZCB91ANzH8FBNfZPheKFLGZU0htOaO4aMxud24qANwP93GAPpQB8RUV9c678FvBuuXEl19ilsp5CWZrOXYCT32kFR+AFec+KvgAml6fNfaXrqlIhuaO+UIMf744H4gCgDxax1G8024W4sbqa2mXo8TlT+leoeF/jprGmTRrrsK6pEOPOGEmQex6H8RXmuq6Rf6LqD2Wo2r21wnJSQYyOxB6EHsRwaz6APtfwp400DxfZGbR7xZHUZlgcbZY/8AeX+oyPeujxxXwjp2pXukX8V9p9zJbXMR3JLE2CD/AJ7V9LfDL4w2vihY9J1xorXWBxHJ92O5+no3t37elO4HqvlqpyqgN645oIzzT6aTTAaahlfipHYAVRmlHrTSAiklwCR6UW8m9yD7GqsweVHRWK5U/MOoNWZrZrC2W5llBVVHmHGMGqbA0fNVImkdgqKMlj0Arj9a1+W/zDbbktuh9X+vt7U3U9a+3kW8JItlPP8Atn/CqRClc4rhrVteWJ3UKFvekZcinbk1Vk+U1pzLkEYqjInGK50zrsdX4G1HbLLYSNw43oPcdR+Vd1XjVndPp9/DcRn5o2DD/CvX7a4S6top4zlJFDD8a7KUrxPOxMOWV+5PRRRWpzhRRRQBz/i6TZo6p/flUfzP9K5mAgKK6HxkT/Z9uMceeMn/AICa5qInArjr/Eehhl7hoA8CnDGM1FGcqKkP3etZotogmIA4rFu7c3d3awgZ33CA/QZP9K1pm4NR6VF5uv2Ixkbnb8lH+Na0tZImekGzsreHyo1VeBgVx3xEfy9S8FOzokQ12PezjgfI3X8M13RXDYrkvHtpDdDw0txGskY1y3DKwyCGDKQfzrtZ5x8la0sC67qC2rK1uLmQRFehXccY9sVWtbqeyu4bu2kaKeF1kjkXqrA5BH41c1+2hs/EWpWtsrLBDcyRxqxyQoYgCsypA+v/AAVq0PxK+HMc2tWkUhm3QXKDhWdT95f7p5BGOh6V5b8S/CEskdyl0TJrenwmeC8I51OyXglvWaLjcepXn6dZ+zy8p8DXyuT5a37bPxRc/wBK9C8WeG4vE2jNa+Z9nu48va3QGTDJgjPuCCQR3BpgfElFeh+Nfh9qPh/w7p2tT2Rtjk2d5H2WVCQsi+quoyCO49688pAFe8fCzwP9lubOO6LvcanZpfXceMJHab8xxn1aR1BI7Kp9a8KRtjhsA4OcEZBr2X4P694pfW9T1CO2N/YfZ44p1eQRKrKQIkQ4IyAThemCelAH0geh9a+dfibYwSaP4xZ0Hn2OvxTRN3CzQruH0JA/Kvoh03EfMw2tn5Wxn6+orwz4l22T8Q0/hNvpt4B6nfsNNgfPlXdKmNtq9lODgxzxuD9GBqlUsCs1xGqDLFgAB65pAfczuHG8dGG4fjzUAkG7HrSgMlnAGGGESAj0O0ZqhJLscN6HNaIBL2ULMfYVlzShsgngdaW8ux5nJy7n5V7mm20IlcF1HXPNMCe1QlCVG3PSpZ18mLCjGeM1fjQKo2jAHoKwtf1a20tf3zbpTysQPzH/AAHvQ2krsEm3ZF7T7d5buNIhyGDE+grs65jwRfHUtDNy8aq5mdTj2xj+ddNWbdxtWdhaKKKQjE8UOI9Bn/2tq/rXnMg8yPHeu78aS7NKjT+/J/IVwqjK5rmrP3juwy9woxvd2cpa2uJI89g3B/DpXR6L4mlju4ob0KVY7TKOMfUVjTIMGqQkaO4jdQGZWBCkZBwaUKkk9zSdOLR7JFMjj5CDUozVe2G6BGMYRiAWUdj3FWQK7WeaKM1578ZNa1vQvAz3ujyJHmZYrovEsn7pwR0YEdcA8d69Drxn44vrUfhe/gSyuH02S6gke785WRVwRs2dUwwBz0ORz2qWB82E5pKlaGVYVlZGEbEhXI4JHUA/jUVID2T9nvQ4tS8UanqNxEskdnaiNQ4yN8jdfyVvzr6VINeM/s4W6J4V1i5x80l6IyfZYwf/AGY17R1pgICaCAylWAIPBBFLijFAHKeI/h94Z8Uzwy6xZySGPhVW4eNenoCBn6V55rPwGtbGebUfD0vnhYzjTL0BllyCGUSH7pwflJBwwBzXtbxRyFC6KxRty5HQ+o/M07FAHxZ4i8KtpNtHqVjI9xpcshhLSJtltph96GZf4XH5EciuaVipBUkEcgivqnxdoWlReItRsryNY7PxTZshkPCx3kILKx9CV5z/ALPvXysw2sRkHBxkd6QHu3ws+MsqTQeH/FFwZInIjtr9z8yHoFkPcejdR39R7+zegzXwRX1f8G/Fc3iTwMkd1IXvNOf7NI56uuMoT+HH4U0B38szKPuYqhLNuPSrbLJIcbgBVadkjGyPk92rRAQxKz3Ea/3mAroXRZEZHUMrDBB6EVjaZGXut56IM/jW5USA8013Sm0e++TJt5OYz6e34VXibetehaxpyanp8luwG7GUb0btXm8W+CZ4ZFKujbWB7GuKtCzuj0cPV5lZ7k0gx71UdRgnrVtyGFVZSVY8VznUjPuAcZFd74E1P7Rp72Tt88B3L/un/A/zrg529BVvw7qR0zWbeYkiMtskH+ya3oyszDEQ5oHsNFIDkZHNLXYeWFFFFAHNeM/+QZB/13H/AKC1cvCc10/jX/kFQf8AXwP/AEFq5a2GVAFcdf4j0MN8BpRcrT26U2Jflp7AYNZo0kUpR8uTVvw/Hu1yFsfcjkP57RVWXpitLwwu7VZj/ctx+ZY/4VtRXvGVZ+4zqW++K5rx0uzw9Ddf8+moWlxn02zLn+ddK/UGsXxjbfbPBusQjkm0dh9VG7+ldhwHyH44g+zeO9ehP8F/MP8Ax81gV1fxG+fx7rF0qny7ifzlbHB3qr/+zVylSB9R/s/xlfhyzEqQ9/Kwx1HyoOfyr0jVL/8As22SY2804aVIysK7ioY4LH2HU15l+z1KG8AXUWeY9Qk/VE/wr1KWF5ZoXWd41jJLIoGH4wMn2PNMD5W+K3j268X6qlmE8mxsmbbCO8h6s3uBx+fvXnFfT1x8C9AvdW1OeZriGGZV+zeTNko3O523Z3EnnHA5Ipvh/wCAvhvS5pZNVmm1bcCqJIDEij1wpyT+OKLAfONnpd3fSwLDbSsk0qwq4QlSxIGM9M8jvX1z8NvBMngTw1Jpct4t1LLctcM6IVC5VV29f9n9a2vDnh7T/C+j2+madDsghUgFjliTyxJPqea2O9FgENeO/FSMQy+LG/5+fD9s34pdY/8AZhXsVeTfGaB3iCRYEt/YPZrnuRcQMB/49QB8wVoaIQuu6ex6C5iJ/wC+xVA8EipbeUw3MUo/gcN+RzSA+5L8dT7muc1G7jt4JpnPyRqWOPQDNbVxMZdHinU8vEj5+qg1xursbmyuogePKcfU4NWthpXPPbrV7nVr77bIzI2T5ag/6sZ4ArotK1zVEAH2kv7uoauRtV/e7K6fT4sKK45TknozujCLVmjen13U3hI+1MvH8AArkbpmknaSRmdz1Zjkn8a6GVcRnntXPXK4JNZ8zb1ZpyRjsj1H4Yknw7OCely38hXbVxnw1j2eGHfBy9w5/QV2ddcdkefU+JhRRRVEHJeOziztP+uh/lXGxnjFdT4+mwtlEOuWb+QrkI3G0VyVviPQw/8ADEuGIrODnzgR1ByKuXTfKapQKXuAo6k1MdzWWx7PZyebbRyY++ob8xVsVRsYWtbaG3c5aONVJ/AVdU13s8oHQuyHey7TnCn73sfaknt4bmF4biJJYnGGSRQysPQg8Gng0oOaQHyf4ysLd/hf4b1FIDHNDfXlozdnHmM4OP0/CvNK9H8ZQapB4PEO7dplrr9/CyBeUlBXGT6YLY9815xSA9a+CHjpvD3iBdBu+bDVJVVW/wCeU2MKfoeAfwNfUFfBtlO1tfW9whw8cqupHYgg193wyiaFJV6OocfiM0wJKWkzSZosAvSjNJmkzRYDifiPp9vqn/CNWc67hNrEcZAOCUMbh/8Ax3NfJ/iHTU0fxHqemxyeZHaXUkCv/eCsQD+lfUXi3Xre38VrdTEGz8M2Ul/cnsbiRdkMf1xuOPcV8pXdzLe3s91McyTSNI59STk0AV69y/Z0kkFz4gQE+X5UJx23bm/pXhtfTPwO0BtI8GPqNwpWXUpfMUEc+WvC/mcmiO4Hp0khCkDqaoN1NWHO7J7VWNaAaukLtjkf1IH+fzrTqpp0eyzT1b5qt1m9wCuG8Y6b5E6ajCvyudsmOzdj+NdxVa+tI7+zlt5fuSLj6e9RKPMrF058krnmEb7lqObnpSTRSWV3LbS8PGxU0hO6vPkrM9eLvqijMec1TJwTnrV25GOnes8/eNEWVJaHr/hTUhqehQuWzLEPLk+o6H8sVuV5h4C1I2usNZu2IrkYGezjkf1Fen13wlzRueRWhyTaFoooqzI5nxscaRD/ANdx/wCgtXMWQJxXS+NiDptuvczg/wDjprBsUxGM9a5K/wAR6GG/hltflGDSO+R1pZBhaqSS4PWskatXFfmtvwvblHupif8AWhMf7oBxXPxLJe3cVrD9+Rto9h3P5V29nbrbTzRpnYixoufQLXTQXU5a8rLlLUg4pjxpNC0cgyjqVYeoPBp79Kah4rpOQ+W/HWgyx+HL6d1zeaVrclrdYH/LJ40EL/TCAZ9TXl9fb+seG9N1vTNSsbm2jC6jGI55FUbmwMK2e5XjH0r558f/AAwl8P8Ag+y1WCALNZE2uohAdr/Mdk49mBAPvikB0/7OGoqbbXdNLfOHiuFHtgqf6V7uDxXyl8HtUTQvET6o8+II1Ed5Ee1u5wZR6hG2k+gJPavqwEMAQQQeQR0NCAUmoz1pxNN70wJFp1NFOoAQ1558XLMy6HpWoLnFjqtvJKR/zzZwDn2zsr0Ko5Yo542jljSRG6q4yD+FAHxX400dtB8aaxpjLtEF0+wf7BO5f/HSKwBX0p8R/AEHiHxyz+URNqOkS/ZpF7XUJBAPruU4/Cvniw0251DU4tPgQfaZH2KrHHzen6VIH2DoF1/aHgHSLnOfNsIjn/gIH9KwduVdfUEVd+Hs6XPws0Io2dloIm9mUkEVX24mcehNWtho8whTbqLr6GussF+UVzUw8vW7hfSQj9a6WxxsFcUz0IFuYfuzXO3oxXSSjKYrAv09KzW5o3dHrXgSIReD7HjBcMx/76NdL3rn/BZB8I6dg5/dkf8AjxroO9dq2PMl8TCiiimSec+O5y2spFniOEfmSa5gN8vFbPi12m8RXQ/usqj6BRWK0ciA1xVX7x6lBWgiC4k471Y8ORfates4sfelXP0zzWfcSHaSwzW58PgkvieEt/CrMv1xTpasVbSLPV7pdrLJj2NIjZqeZBJCynuKpQOSgJ69K7lqjzC0KUHBpEYEU/AoA+e/iRELTwd4vsAMeV4nS4x7TRB/55rwivoH4xoLf/hLICMfaItNvV9yHkib/wBlr5+qQJIhmVB/tCvu2xGzT7ZfSFB/46K+E4E3zxoSQGYDI7c193W1uLa2hgDs4iRU3uclsDGT78U0BLminYxRTAbWN4k19PD+mecsLXN7M4hs7RPvXEx+6o9u5PYAmptc1yz8P2BubtuuRHGpG+RvQZ/UngDkmvm/x58S5r+8m+wXCveSo0L3UZO22iPWKDPr/FJ1boML1QGf8QvE26J/D1tdpdyNO13q17H926uj/Cv/AEzjHyr9K86oroPCfhTUvGGtR6bpqZY/NLMw+SFO7Mf6d6QGh8O/B0vjLxPFZnctjDiW7kHZAfuj3Y8D8T2r6yigjggjghjWOKNQiIo4VQMAD8KyfCHg7TPBujLp9ghZmO6edx88z+p9B6DtW/sz0P51otAKsgwhqsauXIAwCfyqqozIB7imB0MI2woPRRUlIBgYpayAKKKKAOB8dWHk3cV+i/LKNjn/AGh0/T+Vc1E+e9el+JbVLvw9eK+PkjMin0K8ivKrZmLDniuPERs7npYSd427E1xyDis1x81a8kWVJ4OKzpFG/wDpXOmdfQbbTva3MNwhw0bq4PuDXuEUglhSRejqGH414a4+U8dq9s00EaZag9RCn/oIrsoPRnn4xapluiiiug4jmPGSlrW0OOBKf5Vk2igKK3PFxUaXCT1E64/I1i2pBQVyVvjO6g/3Y+cfLWJdlscdSa2pjkH0rGu/lbPvms7GyZf8IZXxCA/JML4+uR/9eu62hbhyO+DXC6CRH4js26BgyH8VP/1q7tyPPI/2a66PwnFiPjBulRKcGpj0qEjmtjAdmob20ttRsZ7K8hWa2nQxyxt0ZSMEVKKUUAeUeG/g2vhPxFcapaXkV/bODCtncJtzE/DBm5BIHTjB716lZ2kVhZQWcG7yoIxGm45IUDA5qej3oAaxoXkimt1xTk60ASAUtJ3p1ADKaelOprdKAIJrWK4lt5XH7y3k8yNh1BwQfwINfOOt+BNUtPi7qM+kRqqW11Dfwgg4KyNuwMdhh/8Avk19Jim+XGJTLsXzCApfHJAzgZ/E/maAOI8GabdaNYa5p80bJbpqksloD/zykCuMfixH4Ukgxdv7811t6AInIHJ6+9crOP34PtVIaPNtUUR69cH1kP8AOtqxkBQfSsfWyV8Q3iekmfzANW7SYKgzXFPc74bI2zJ8vvWXdIWzxVqBmnJCjirUtmFiz3rJmqO6+H0/neEoE7wu8Z/PP9a6mvPvhvdiKfUNOY8kiZB+h/pXoVdcHeKPNqK02FFFFWQeY+Ilz4pvPZl/9BFJ9nV4sMM1P4jQx+KJz/eCt+n/ANalhGY+a8yt8bPXo/w0Yt5p0RQ/LVTQ2/snX7W4BwqyDd9Dwf0Nb9xHlTisOeL94SKqk2mFRKSPZyflJ9qzhySBS6TdG70O1uM5YxDJ9SOD+oqxtDLuFenFnkNWIwHj5HIqdJAfrTFPGDSlAenBpsDyf4v6VLfeIfDiREBNRk/s+Qnpnesi5/I/nXzRdRNBdzRMCrJIykHsQcV9neL/AA2/iTTrSGKdbe5tL2G7glZSQpRskceoyK8C+Jvw61CP4l3kemQCSPUopdQgTONxUbpUX1YHJA9CKlgeUqxRww6g5Ffc3h3UE1bw3puoIwYXFrHJkepUZ/XNfDOCGweor65+C92bv4XaVu5MPmQ/grn/ABpIDv643xd8QbDwystrAovtUVN5tkcBYV/vTP0jX68nsKrfETxnpfh/THsWvrsalKuUttOI+0FQMnnB8sY/ixkDOK+XNa8RXGrbokijtLEOXW1hJ2lv7zsfmkf/AGmJP0HFMDS8W+MdR8Q6jNPd373Uj/KWXKxIuc7Y07L7nk9a5InJyaAM16x4A+C+peJDFqGuCTT9LOGCYxNOPYH7o9z+ApAcj4K8C6v441T7NYR7IEI8+6cfu4h/U+gFfVHhTwhpfgzR007TIuuGmnf78zf3mP8AIdBWppOkafoOmRafpdrHa2sQwscY/UnqSfU81b61SQDCKif61LnBwelMYqetUgKMvL+1Fsu66iHqwpZMbjjrT7AZvI/zpvYDdooorIAopOlUNX1KPS7CS5kwSBhF/vN2FA0ruyMLxlqoS3/s2Fv3kuDLjsvp+Ncra2gAHyio1klu7p7iZizyNuY+prVjUBc159efMz1aFP2cStcRjyiOlYlygXpW7ctgHtXPXTF5dq5OTgYrGKuzduyJ9G06TV9WgtVB2ltzn+6o6mvZFUKgUcADAFc/4T0P+x9P8yVcXU4Bf/ZHZa6KvSpw5UeRXqc8vIWiiitDE5bxwWGmWxHT7QM/98msaxkzGOa3/GkW/Qg+P9XMrfzH9a5XTZcqo71y1/iO7D6wNOU8VmXa7ga0JGBWqUw4NY9TdLQNIk/4m2n+vnAGu/c4uyPVa880shNbs88ATr/Ou+lf/Th9MV2UNjixHxFmomHNSjpTGHNbHONpQRSYpOlAD+tLnjiminCgCPndmpFHNBHNICQTQBIKOopoPFLQAnemtTj1ppoAZ3ozSGkzinYCrenMZHtXLz/60fSukvGOx/piuckGZR9aY0eca5g+Kbvp95f/AEEVbt4kZOlUtY58Q3jjqJcfkAKtwPuTArjnuzvhoka+nBQDj8MVpSgeVjHas7Tk2KATnPWtN+IzWbLWrIPCsxtPGdsOds6vGR9Rkfyr1qvF7ab7N4k06fONtynPXqcf1r2ftW9F3icmJVpC0UUVqc5wnjOHytXtbjHEke0/UH/69U4CNgrofGlsZdHW4UZNvIGP0PBrmbN9yA9a4K8bTuenhpXp27Esy8VlzxcmteTkcVRnHymojuay2Oo8I3W/RDBn5opSuPQHkf1roITgFTXN+ErcLpU0gHztKc/gB/jW6GkRgxHFenD4UeVU+NlorzSgYpA2QDTqZAYrI1rQoNYk0+dmMd1YXK3NvKvUEcMp/wBlgSCK16rX9/Z6ZZSXl/dRW1tGMvLK4VV/E0AfKHxb8Nf8Ir8Qrk20YS0u8XluMcDJ+ZfwYH8K7HTfHMvhzT721e7k0bTtSA1O3m+z+ZO28ASJAv3RlwxDMcAHgGqPxU+ImkeNGh0vRdJe+kt2/d38iNnkjIjTqQeOW9uO9c54e+HWpa1dCO9S4uLlAF+w25G+MdvNkPyQj2OW/wBmpAyda8ZSXYuLfSbdrC1nz9olaQy3V3nqZpjyc/3RhfY0nhX4feI/GEoGmWLC2zhrqb5Il/4F3+gzXvnhr4KaLZSR3euRW93MnKWcIIt4j7k/NIfdvyr0+GGGCFIoY1jjQYVEUAKPQAdKAPOPBHwa0HwoY7y9Uanqi4IllX93Ef8AYT+pyfpXpJp3FFMCInBppxTpBxTAQRVIBjH2qJmGMEVZJVRVeRgc8U0BTmxngYqfTR/pn/ATUcifu2c/hU2lKftDnHAXr+ND2A16KKKzAaSFBJIAHc15n4i1ZtY1PZET9mhO2Mep7tXReMdb+yW39n27fv5h85H8K/8A1646zhOQa5607aI7MLSv7zLtpCAvSrjnaMj0pqfKnSop5MA1xM9BFK/n2oTnFaHgnRft162pzrmGE4jBHDP6/hWJHBNq+qRWUAyzt19B3NesadYxadYxWsIwka4+p7munD0/tM5MVVsuVFuiiiuw84KKKKAMzxBb/adCvIwMnyyw+o5/pXndi+36V6nKu+JkPQqRXlVqux3iPBViPyrmxC2Z2YV7o2AcjrUE3Q0+PhMVHJyDXOdaKQlNtcJOoyY23j8Oa7axuvtlnb3f/PVRIfbPNcPMp5HqDXU+FZBLoFmM/dj2n8K7MO9zkxK2Z0ynKg0pPNRQH92B6VKwyK3OMNtNK0qtnindaAIQccGnA5pSoNAGKAEY8UzdzTnqDcdxpoCyDmnZqJTxUgNIBTTTS0hoAjNMY4FPNRnk00BRvjstnPesHG6QVtaiS0LKPUVkgbBIxP3VzTA8q1CQvrF0/rMx/U1dtDnAHFZ+oRmK/lDdQxzV2xOWUVwy3PRjsdLYj5BV2T7lVbEDaDVmY/KahmiOfv5PKuopckeXIrZHsQa9xRtyK3qM14RqrF5AozljgCvdoRiFAeyj+VbUNjlxe6JKKKK3OQrXlsl3ZzW7gbZEKnPvXmdorwSvBIMPGxRgfUGvVK4HxVZ/YtcW5UYjuVz9GHB/oa58RG8b9jqwk7S5e4xcFap3K4Bq3Cd6g1DNG0jbVGSxwB71zI7WdB4PYnTplI4EpwfwrfxyQaqadajT7G3t+6r8xHqetX8A16MU1FI8qb5pNoiT5W29u1S0xgfxFDIs0eGLY7hWI/Uc1RJh+JtcuNM08x6ZHFc6rJgRWxDO2D/FtXkge5UepFeW3Xw/8S+Kb1b3xrqF3eMDuh0qxwqxj/bf7ie+NzfWva4baG1VhBEkYY5baMFj6k9z7mps0gPOtI+GdvCFFyIdPtB/y46aSpYf9NJz87f8B2/lXd6fptlpVpHZ2FrDbW0f3YokCqPwHf3q1RmmAYpOaUHNLQA3OKN4pTSEA0ANOGGKQKAMUpX0pMEdqAEOwDkUxmjHJApJgdmRVV979OlUkBHczeZ8o4Aq1pI+aX6CqTJhsVe0sjEw9CKJbAaPSqOq6jFpWny3cvRR8q/3m7CrrMFUsxAAGST2ryvxTrp1nUhDA3+iQkhP9o92rGUuVXNKcHOVikZ5dSvpLmc7ndsk1rQQhEHvVOxtwqgkVoM2Pwrhk7u56kVZWQryYGKyr65+XavJPFPvLrYDg81u+EvDpuJE1S+T5AcwRsPvf7R9vSlTpucgq1FTjdmr4Q0E6bZ/arhcXc4yQf4F7Cuooor0EklZHkyk5O7CiiimSFFFFACV5ffx/ZdfvIuwlJ/Pn+teoV594tg+z+IFmx8s0YP4jg1jWXunRhnadiOPn6U2QYOKWAhowR6Usi5rkO9blGYdK1PAM/naNtznZNIv0wxrMuOAvHepvhu+bS9T+5dyD/x411Ybc5sT8J38fDH0NTVCPWpAa6WcIjDa2RTgcig801eDigB5pKKQ+xoAa1QH7xqY1AfvU0BMp4qQGok6VIKQC9qQ0tIaAI2FRt0NSNUZ6GmBlXLZz9az7xPKsWJ+85xWr5O6QlsdazNZk+dIx0AzVAeYeIITHqDMejAEUzTz8y1q+KYMJFJ6MVrG084kFcdVWZ30ndI6+z5QYqa4bEZqGzP7sGkvHIjP0rBm6MGbM2r2sY/inQf+PCvegMACvBbFWn8Q2AHJa5j/APQhXvfauijsceK+JC0UUVscolY3iXTzqOkSqgzNF+9j+o7fiM1s0dqTV1Zji3F3R5vpr+ZDnPNbOk2hnv1k2/LH8x+tU4dPeHXbuyQYAk3DPZTzn9a660gjgiCoMAfrXPRpu930O2tWXLZdRxAIIJp6t2JpGQZpMYrsOElIzTM7Gz2NOVs8GnEAjBpALwRRiogShx1FS5pAJRilpDxQAUU3JpMMaYD6TApmDS4JoAfxSEgUYx1qGR+cCgBJ3yNq8k1VYMq+9T+5NRMCVJIwBVICso3HNXdK+7Mf9qq0YxAzd6xtY1/+w9JkaMZuJjtjPZeOTSlsNJt2RU8deJvKRtKs3+dv9ew7D+7/AI1xunwl2DYrNDvdXLSOxZmOST1JrpNPhCICa4ak7no0YKKNCIbIwKr3dyI1qSeURJnPWrHh/QH1y4NzdArZI3Tp5p9Pp61kouTsjaU1BczHeGvDr6xOL29Ui0Q/Kp/5an/CvRlUKoVQABwAO1NjjSKMRxqFRRgKBgAVJXbCCgrI8urUdSV2FFFFWZhRRRQAUUUUAHeuU8b2pksbe6UcxSbW+h/+uK6qqWqWgvtLurbGTJGQv16j9amSumioS5ZJnA2T5QelWXHHWs2xkwuG4IPNahIKiuE9S5nXQ+tSfDsGOfWYv7l4x/MA067XMY9ah8Fy+R4q1W1Jx5qRzr78YP8AKt8O/eMcSvcPRM8UobjilwCKbg9K7Dzx4cGgjNR7CaUEjg0AOz70n40GikAjGowvOae1M4z3zTAeKf3pq9adikwFpDSikI96AGNVdicmrDZqBs1QEPl85PSufvz5l5IeynFbd3cGOPAPJrEm+dmPrzTGjmPE0JfTSwHIYGuRtGxIv1r1H+zE1RmtHXIlhk284+YDj9a8thBSYoeCpwa5qy1Oqg+h2FjIfKFJftmIgdahsWzEB+FT3MRZcnkVyM7EjM8PR+Z4s0qNj/y8AnHtz/Svde1eI+FQJPG+nZHSQn8lNe3dq6qPwnBifjCiiitTnCiiigDMazCarNdYH7yJVz7gnP8ASrEfB20sr5nAHYYoHDA1SVkF7j260nBp3UU0jFACEY5pwcdzR1FG0UALkGgcUnl+ho2kUAOzRjNIDS0AG2jFLmjrSATFKMCg8UxpBRuA2V8ZA61GsY6nk0F8ngZJpwVm6nj2qgE68DgVBcPxsUVO7BQQoqOKLJ3tQgIJl8q129zXGeNoi+lQOP4ZcfmDXY3z7mCjtXPeKId+hOe6srfrSn8LLp/GjgrK2wwJrdjfYg9KzrXC9ua1bOwn1e6W1thju7nog9a853bsj1LqKuyxpmkSa9fKgLLaxcyyD+Q9zXpEEEdtAkMKBI0G1VHQCoNOsINMsY7aAYRByT1Y9yferldlOHKjzatVzfkLRRRVmQUUUUAFFFFABRRRQAUUUUAea6pbfYtdu4cYVn8xfo3P+P5VKjZWtTxpbBJ7S8A65ib+Y/rWPCSyVxVFaZ6VKXNBCzjMTfSsrTpfsfjXTJjws6SW7H8mFaz4Kketc/q5aD7PeLw1tPHN+AOD+hNOk7TQ6sbwaPW16ClxVeKYPAkgPDKCKkWUHiu+x5hJxTWx2ppbNJg+posA7Oe1FN570ozmgAOPWmcZ605gTTcH0pgPWn1GnHWnZpAOzTSwoJ4pAM0WAaSDmoZnCKWPTFWDgCsvUpsR7QetNAZ9zMZZM9u1RRxFzk9KfFCXOTVpgIoc0wGaT/yMEQHRY2/lXmPiGy/s/wAYX9vt2r5xZR/snkfoa9EsZvK1aGbPHmBSfrxXOfE2y8jxJZ3ijC3EWCfVlOP5EVjWWhtQdpFLTx8uKv3C/uT9Ko6aNy1euSPKPXpXCz0jP8CJ5njm2yM7Ukbp04r2mvH/AIcx7/GUr5/1cD/qRXsFddL4TzcR8YUUUVoYhSE4BNLUVw22IjuaEBWUl2LHvUuOKiiNTDpVsEKppSMimng0oNIBvIpQ3anUhWgBc0ZpAfWnUAJ3o7UtFACc0ZFLTcCgAbmmbAaU8UgyaAHBcUHgUdBUZBY0ANwCakYhI/wpUQKKr3T5G0U9wKMhLyE1Q12PfotypH/LMmtLbtPNUtaBOl3AAyTGeBTlsyo/EjgLG1nvLuO2t0LSucAD+Z9q9U0XR4tIsRCh3SNzJJ/eP+FUvDGhLpNmJpVzdyqC5P8ACP7oroO1c1Ony6vc2r1ud8q2FooorU5wooooAKKKKACiiigAooooAKKKKAMbxNa/atDnwMtHiQfh/wDWzXFWzYUDPavSpI1lieNhkMCD9DXm3lG3cofvIxQ49jiueutUzswstGid14yeBWdqVqtxbyRN0dCv5itInctV5hmM5rDbU60jpfC14l/oFrvwJok8qRfQrwf5VsGEGuO8Lpsvp41lKM/zgdj612Slhw/5ivRjLmSZ5VSPLJojMRXvShW7mps+tIV9Kq5AwAijJoORSbvWgLi7qUEZpu4elKNtAXHZ5pe1NBFG4UDuO4pCwAppYVG8qgcmiwXElcAc1k3Y8yZB61akk3HJ6VUklG7cMZpiJBiNQABmq1zukwoPFIZGY0COR+1MCjdEW8KsOocN+XNSfE21+0aBZ3YGTDOMn2YY/nim6jHtZE6k1reILY6h4BmXGXFssgA9Vwf6VnUV0aQdmmcBpR+QelX7rHlEnpWfpOCqHsQKv33+pPSvPZ6qJvhjFu13VJjj5Ywg/Fq9Trzn4Wrn+15MDmVQD+dejV1w+FHmVnebCiiirMgqtL8yt9Ks1WlBClfWmtwIohxUtJGoCin7c1TAKbTgDSGkAtAakFIRQA/g0YpnNKGNADuaTmgHijOaADmlxSZFFAC8UhpKD0oACM0BQKTcaaSe9ACu4A4qsw4JqVuTTHAxVICuRlsVFcqpZVbkZGfzqwozJVa6OZGx2pgb9FRwuJIUcHIKg1JWQBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACdxXCaxCLfXLmMjCyESr+PX9c13Yrl/F9pmO3vF4KHy2Psen6/zrOorxNsPK0/UwiQFwD+VQTMCmc8VIFwmc0xoiwz2rjZ6cTKup5rR0uIZHikjcMGXqK9A0vVftkKCVSHZchsYDfh2NcXcwxzxlHB29DitCHVbmz0sQLZx3Lp/q5PM2fTPBx+VdFCooq0jlxNJyalFHbk0oNZ2h6odTsVeVPLmUYkjJBwa1No9K6rpnC007MYQDTSKk2ijZnvTuIgIHcU3G44DVOYj6im+Ww7U7kkexh6UBSBk4p5yo5BqvNI7fKoP5UwGvIckAVAzE07yn5wrEn2pPs0p424oApzSMzbVpY7Nm5ar8Nl5YyRlqlKkdjxTGUxAkSE4GablQpNSSCSQ7FU1XvS6RBFwMjrSEZNw/n3ZPZR/KuttIRNoEMB6SW4U/itcukAWGdzlsJ9Bya63TGdtMtzIMNsH5dv0qZFnk2lxmJjHjmMlfyOKsas2y2ZvbFTW2w6lfbRgCZ8Z7cmqOsvujYZ+UVwSWp60dVc6H4VMGtNU/veahP5GvRa8y+FO8Saoo/1fyZ+vP9K9NrqjseZV+NhRRRVGYlcB4s1O7i8RwR2zSwpDFkTL0Jzyvv24rvXJVGK4yBxmvM9RnnkuHk8wOrOSwZNyn/eA5U+44ragveuzOrtZGlbeK9TgX99bw3SDuD5bY/UH9K0YPHOkMQt20tk3/TdPl/76GRXHt9nCZWEZ6nyrjj8j0qo6W87mN0uu4zvQiul0qcjFVJxPWrPULK/TfaXUE6+sThv5VZNeJyW9rawmCxjED+YHd85d/wDeIx+ArWtdT1aCEJaardDauF80hx+tZfVm9Uy/bJbnqwAo2ivLYvGPiaDAeS0nboRJDt/lip4/iVqsJAudHgl658mYr/MGoeGqFKtA9KKik2+9cHF8U7MA/atIvoiOvllZP6jNX7T4leGbuMyfapoVBwTJbvgH3IBH61LpzW6LU4vqdZtpNtZdv4o0G7QPBrFi4JwP3yjmtKO4hlGY5Y3HqrA1Nmh3Qu00mGqUc9AaPrSuMiwaXtUuB2pMUXAjpjNip8VGRzQBEMmkZSeAKmpMZ6CncCDYRzVSRBuJPPNWbq6gtkLzzxxIOpdgK5y58V6WC4tpTcsv/PMcfmf6VWyuC1dkdPpDl9NiLAgjK8+xNXzWfolx9r0a0uNgTzYw+0ds1oGsge4UUUUAFFFFABRRRQAUUUUAFFfMH/DR3jD/AKBuh/8Afib/AOO0f8NHeMP+gbof/fib/wCO0AfT9FfMH/DR3jD/AKBuh/8Afib/AOO0f8NHeMP+gbof/fib/wCO0AfT1ZXiFYjoV080qxJGnmF2OAMc8186/wDDR3i//oG6H/34m/8AjtUdZ+PHinXNHutMuLHSI4bmMxu0UMgYKeuMyEfpRYadnc9kiPmIDnj0qdF4NeCx/GLxDEiqtnpmAABmKTt/wOpV+NXiRRgWelf9+pP/AIuuZ0pXO5YiB7fLFx0zTIsoMY6dK8UPxq8Rk82Ok/8AfqT/AOOUw/GfxEf+XHSv+/Un/wAXU+xkV9agz3aO8mtZA0TmMkYLL1qy+ra7Ghe3u7W44yEnh2/qpr5+f4x+InHNnpn4RSf/ABdNX4w+I0jKC207B/6Zvn/0OtIxmtEZOpSluejf8L8uNP1G4sdV8PK0kDlWa1uMD64YGt6x+PPhK42i6j1GzY9d8AdR+Kn+lfNV/rFxqN9NdzJEskzbmCKQM+3NVftL+i10LbU5JWvofYlj8TfBeokCHxFZqx7TExf+hgV0ltfWl9GJLO7t7hD0aGVXH5g18LGdj1VfypUuZI2DRnYw6FeCKLkn3cVb3qIhs9WxXxVa+L/EVlgW2t6jEo/hS7kA/LdVwfETxiAB/wAJJqWP+vhv8adw1PsgI7HJyBShPmJAOK+MJfHPiqb/AFniLVW/7fJB/I0z/hINclQb9a1JgR0N3If607gfaYQhckVXcHkhTya+LZNRvpv9bfXUn+/MzfzNMa8uGXBnmwP+mhouB9mkiFS8rKgGSSxxXJ6v428Maa7G+12zVl/5ZxP5rfTC5/WvleRnk+/Kzf7xJqMIB3/IU+YD23xF8bbJbSe10GxlllkwFuLlQqrj0Qcn8TXtPg/UZL3wNo9/cyb5ZLGOSVsg5baN3T3zXxYqFm2oPmbgepJr691O5Gh+FNN0OAgXD2yRHYMbUCgMcds9PxrOUioxcnZHM2m547ifH+vkZwfYmqGrjda7geM81tsFjgUYGFHQdqx9WG+12qO/Ncb3PXjorHT/AAqgK6XfzkD95OFB+g/+vXoVcD8L5R/Zd9b945w35j/61d7XVHY8ur8bFoooqjMp6lN9nsJ5fRePx4rza6aJLln8xlY84rufE8/laaEzzI4GPXHNcDIi3BKv1Pqa7MMtLnNWetiOSIXQC+aknY7lBNU30rqVQZ9hVgW7xuf4h2XvSRTbcISfcbsV127GFyvHGsOd0PTjdjOPwq7EI5B8jqCR9DUblgAdxIPvzUcmx1Ctkcde4piJZrcg4ZTj1ArPktzg7exOKtl7iHhWLR46e1P+0LsbcFyeAV496pCZknyPLkFzGWTsfQ+9NsbeKOC5niQABgvln5llXuP89KnlCJHIrgNk8Z46Vc8PiJdIfcUk3sz4kUlRg88jp0pSdhx2Oc1O3tBPZ24hMkO55dkg2nbwMH6FetWbawjnmH2eFoBnqrEVKhM3iudFCgQwpEM/MASEY9fdq19rAMgbOe2MVMEmrlTbTsVYra/t3byNSuVIGciduP1q+l/4jRF8rWLrgdyD/SmeSRHnOAT0pQ8m44Hy460OEX0EpNdSwmu+JIWAOru/+/Gp/pU8Xi7xK04iSW2f1aSAD+Rqgkm75mTgetTWzqvKhlB9azdOHYpTl3N2Txdq0XDLaEnodp/PrWTqvjnxBCQ9illIpXlfLLOp+mckH2qG9jS5iUrnK/jXPtbMshJVWOf9YB8w7cHrU+xjukWqj2bOx/4SnUp7YOtyvQBiigYOOail1K5kUF7+eRWHVZMD9K5gPK25HfzIzyVkXI+8Bjjnpzn2rQhktoIvLjis9mOcNJilyKI+Zsra1e/ZLKSTO85GGbLZB9D61BbTN5LO0DR+agZN42lhnk47VeEszBVtLYqvXKW+zb/wN6yLmdDqyRiXfI6kH5i2CPc9etZVnamzfDxvUiezeE8nwrppbqYFNbNZHhnH/CN2ADbtsKqTjHI61r1xrY1l8TFooopkhRRRQAUUUUAFFFFAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABVtD8i/QVUqwp+UfSmgH7qQtmkAp2BTAQUUvFIaANPw1E1x4p0iIDJe9hGP+2i19K6nKdQ8XX8xb5YGFunsFHP6lq8F+FsK3HxN0FGTeoudxH0Vjn8OK9yMn/Ey1WUgDN3L0/3jWNR6HRhleTFuW+Vvasy85jIPpVsTCQkZzmq14AE4rmep6FrI3fhg+y51SHudj/zFej15V8O5vK8VXMWR+9tzgfQg16r2rqh8J5ldWmxaKKKsyOO8as4ezGfkAcke/FclgNMVzgrzjv+Fdn41GbW22oWbc3QdsVxctvLKeY3z2OOa76DXIjkqr3mP85oioYb1/IikKW9yCY2Usf4TwaTbcBdphZ9vYrzTGsy6qNkkbDnO3Nb6GVhk8EkTEbTgdMD2qu/zE5446elXdt5bAK6NIh6bhnP41HcxtLFkRMr9MAZqk0Jog8xgcYyCo6UjOJEAdQwHOfwpfs8obIjk6eneq1xDcMhHlycY/hp3Qi00MMtlISu7OcZ7cVLokTPphGXDRtIAV4I4/Uc1BELuOELGo57OhPbmr2iiRVuE2vyzYUgkDOen5VE2XFHLnzBr+qOi5xduG+gjiFbY8wNndyQOagsIJI/FOpo8LFHnZhleOVi/wAK1b+3dZSURzkcAKeKKckopBNXdyJ5GWE8g4PB600NKqKflO70FQiO4CMjxsOM7ivWp0Eq4JViR22mruiNSRAWfATjGDjjNSBvuqyEcdBzSxljEBsk3ZwTt5qzHZxuF2tID3ytQ2ikmVJTHHGMlvTJrPmjjwDk9CcdK3H0pXAG5sD171FJo0bDlm9+tJSQ7MxVhUEFBgAdc55q0lzJDEVEh3+p4FXf7DlH3HZgRwpzxVVvDt9LJkg7fr1ocovqCTIGWe5ARrncX+8M54ot9Ggu9Tjsp0Nv5reZb3qrny3AwUYdwQF/EVej0G6gyd5/Krllpt3cajbWhBXMgbeewHJrKooyi0zWnKUZJrc73RdPfTdLhtZJBI8ecsBgHJzWh0oAwAKWvPOpu7uwooooAKKKKACiiigAooooA//Z", "path": "002417.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002418
Men Tshirts
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", "path": "002418.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002419
Men Tshirts
{ "bytes": 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", "path": "002419.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002420
Men Tshirts
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", "path": "002420.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002421
Men Tshirts
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"path": "002421.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002422
Men Tshirts
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", "path": "002422.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002423
Men Tshirts
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lNMC9dJvsJVPdTXIWjFBjupxXaEb7dh7Vxjr5d1Ov+1UvcDbZDNCsiffA596ajh1z+Y9KfYZMIqG4IgveT8sn6GqvYTRLRRRVkDk++v8AvD+dS3v/AB+zf71RJ99f94fzqW9/4/Zv96l1H0IKKK5P4heKP+EY8NySQsBe3OYbcZ6HHLfgP1xTYHnHxa8anUbt9AsJD9kt2/0hlPEsg7fQfzrzCJsoR70TsXJZiSxOST1NMhPyt9azKHnrRQaTNABTCMGn5ppNABnOKQ9fakPtS5PcCgBeKTAz1o3H0Ao+tAxQcmnUgIpc0gClFNzTgaAEc4Ir0X4VeMX0fWk0i6kJsLxwqg9IpD0I9j0P4V5vI3zgVJE5Scuh2spypHY07gz7Cq1p3/H9H+P8q5zwprS+IPDFhqWR5ksYEoHZxw36j9a6PT/+P6P8f5VRmtyK7/4/Jv8AfNYviLW4PD2gXuqTkbbeMlV/vMeFX8TW1d/8fc3++a8I+NniRrm9g8PWpJht8TXLLyDIR8q/gOfxqugbs8mvbuW/vZ7q4YtNM5kdiepJyaW1YbmX1FQmN+TtNNjYo+6oNDSkQjZtx071HcNLgBj+VSQzJKvOCyc4NV3dnfJx+FADIxlvpV3zdwCDAHrms/cyvkdK2vDuh33ifWbbS9Nh8y4mPU9EUdWY9gKYEEFrPdSMtvbzTbPveXGWx9cCp102+yR/Z95j/r3f/CvfLPVI/A99a+B/BWlx6tq+PO1CaV9iqx/idh0+nYYHWvTH1D+y9GN7rVxbW4iTdPIhIjX6Z5P9aVwPjhNMv2Yj7Bef+A7/AOFJdabf7VUafd/+A7/4V73rHx70+3mePSNLlvEX/ltNJ5St9Bgn88VlWP7RK/aAuo+HmWInBe2uNxA9cEDP50XA8TTS9QC/8g+8z/17v/hVr+zr54hmwvN2P+fd/wDCvq618Wx+IvDMmq+EzBqE8f8Ay7TOYzu/uN/db0zxWpoF3qd9o1vc6tZJY3ki7ntlk3+X6An19aLgfFTocnggjjFMfJXqR6gd691+KXw8h1EXnibwwI5ZIZGXUbWHk71+8wA/iHcd+teHM4wPzNFwIo2HYfjWhbx/u9x5NZ1uu6YDtWtJ+6tyfQUwMq+ffNgDoMURlIEDNy56D0qs0oaRm96TcWNSB9GfA7xM2qad/Y9w+biwcGP3ibOPyPH4ivRXP7x/94/zr52+DdxPY/EfS9qkJcb4XB7gqSP1Ar6If/WN/vGrREtAzV2FfKiX+/Icn6dqrW8XmSc/cUbm+lWUcy3O40pPoEe42+TzXGMblpkWYztkQqc4NSycXoq1NbicAr98frUllbUCFt4l9RmsNv8AXfjW1qf31XsorCBzMfrSA0IhgVYA4qGLPSpxwpqgFHC5pucinAfJSEc0ANI+Wm9qcR1pB6UgE9qdF/rKbUkALSYpgacQ/dEeorjtTBj1BwO/Ndkgwprl9Zh/0wN+Gf1qWBctJBb2W8/eP3RTL6E/YInJy2c5qpHN5mFPbgCtW9Xdp6egouBUhk3xjPXFSZqrbnCH1U8/SrNaRd0ZvQcn31/3h/Opr3/j9m/3qhT/AFi/UVLe/wDH7N/vU+odCBnVELswVQMlj0A9a+afH3idvE/iaa4jkJsoD5VsO20HlvxPP5V6h8WvFQ0nRBo9u5+136neQfuRd/z6fnXgxapk+g4jZOlRQEgEe9St0qKHq31qSiY03JpM8UL1oAQmkoooAKuw6RqNzGskNlM6N0YDg1t+DPCdz4nvxHDC02Gx5YOAcDOSewr2e2+FeprFGDeWcK4GVCuxX296zlKW0UdlClSa5qsrHgt34d1SytzPLbZiUZZo2D7PrjpWZivpSb4W6kjHytTtZFxjLxMvHcYGa8/8TeAYtIuBBf2SW7SA+XPA3yN9Pf2NJTkviRrLDUajtRn8meVnpSZNXL3TbmzupITFI4Qn51QkEdc/kRVPtmrTucMouL5XuGadTKd0FMkjc/vR7CpYuck+tQMf3h+lTxcJmgD2L4K67h77Q5pOG/0iAE9+jAfhg17Xp3/H9F+P8jXyX4a1l9B8Q2OprkiCQFwD1U8EfkTX1hpMqXFxbzRMGjkXerDuCuQfyq1sQ1qY3jO9v9O0fU7nTLeSe8TPlrGu5hk4LAd8dcV8wXl+Wnke7eXznYs/mA7ie+c19bXn/H7N/vmvBPjP4Y1L+3G1+OEy2EkSI7xrkxMvHzfX1ptaDT1PM5LyFwVwxH0quYVkXdCSfY1Xqa2lEUnzf6tuGFSUJCSkwHIPSra25PcYqN0DXEZ6gnhvanO7Llc4I4oAJLfHPavevhrbQWHws1DUfB0cd74ldStwJgFeNv7qj0A5A/iP5V4Elw3IY8V0PhLxfe+D9dj1OwbJ+7NCT8syZ5U/0PY02B778ENGS38JTazcKz6jqVxI00svL4Viu0556gkj1rp/iB4Sk8ZeGm0yG7+zTLIs0bEZVmGeGHpzV7wrrml+IdEi1TRyn2eclmULtKP/ABBh/ez19etboOR61IHyhrPwv8Z6aNraJPcr2e0IlB/Ln9KwT4G8VqMf8I3qoP8A16tX2bgUtAHy98PZvE3gLxA17eeHtYNhLEUuY1tmyw6qfTIP6E16JJ+0D4cgcxyaTqyOOqmNAR+G6vXMfX864jx58OtL8aafITFHb6mik292owQ3o+PvKaAPJvAni7WL74uX8+hW0s2n6rctNdW0hwI4j/y0J6Ky/rnFY/xe0nw/p3jOWPRJV81wXvbdAPLhkz/CexPUr2/Gu017U9M+DfhP+wdEZJfEd5GHuLnGSnbefTvtX8a8IMzvK7yOzu7EszHJJJyST60wHWybLkA1a1GTZaY6ZOKZBEXmVuwqLVTuwvYDNMRmIjSSKijJJwK1VW309AW+aQ8Zxmq+nqiBpWGW6D2qvdSGSX2A4FIZ3nwwvBJ8S9AC5+a5x/441fSL53tj+8f5181fB7Tri++JWkPBGzLbSGaVuyoFIz+ZAr6ct0AkkmbojED3b/61NMmWpIR5EQjH3zy/+FOhXaQ3emRKXkLH61PwBSKGyKDdB/UVdtm3de1Ve9Wol2B27YxSAzdTOWJ9qxE4kHHet3UR+6J9KwM/vhU9QNWLpVPX9Tn0fw9e6nb2TXkltHvEKnGfc98Dqcc46VaiwRzVrkxketWB5b4A+KL63ftpWvvDHdStm1mUbVkJP+rI7H0Pfp1r1Ac14X8Tvh9/Ycj67pSFbCR8yxRj/j3f+97IT+RroPAXxVs5dKktPE135N3aoSlyyk/aFHbj+P8AnSA9OuJ4bW3luJ5VihiUvJI5wFA6kmvItf8AjTILiSDw9ZwtEpwt1cA5f/dQdAffmuS8aePdR8Z6iLGzjli04viG1Tl5W7FsdT6DoK9E+Hvwzj0JY9V1qNJtSIzHCeUt/r6v79BQB6Dp919v0+1u9jR+dEsmxuq5AOK0LZf39VwMVegTDq3XNMCyTtrn9cXHzj1rduGAGAeaytUTzLNyOuM1LAwIX2uPrXSH95pufauWU7TntXT2R36afpQgMyBtsxB6NVkcZU9RVNvlYMPWrp+aFZR24NVFkyVxyf6xf94fzpNavIdPF7eXLhIIFaR2z0AGaSM/vE/3h/OvKPjh4nYXx8OWzEcia5I7/wB1f6n8KpuxKVzyvxJrtx4i1661O4JzK3yL2RB91R9BWV1FDUY4qCxjEhabEcZpzdBTEGKAH5pRTcUp6UAB6UgpK37Lw/HdeDr7XRPI0lldRxSwIn3Y2H3yT3oeg7HpFr4ysPC/gzR9O0aSaKS4sfPmltVAZ5y4DB2bkYGcYHUjsK5vSPiR4wutfs7K21i+leW7RfJncEMu7oTjgY6mu70D4e2es+HLa21LW7eVI9s0DoDDcRxFRtDK3QkcdxgDGa3/AA94e8IeB1ubmyD393KrAzMfML4/g3kBFye3elcZx3jnxl4g0i/nsf7RvIJ2CyrJBN8mzAxj5Rnndn3xWP4K+IuoaprUWm+IdRa70y5WSOYXQDFflJDbgMjkY/GvSTZ6B4r8I22neI9NaxuIQQxjO7yG5581c4yB364rFT4X6P4e0+6utC1q1FxcRhIp72QOF5zhQg5z9M8CptoNOzui74G0fXrPWVJtY0027Q+YZmDBlA+VlAOc4OOevfpXl/xh0Gy8PeO3g060S0tZrdJlRDwWOQxA7cjpV3wdrHiCbWpfDul+JLxNJtllma6jhXeoUElgGBIUt29DXn2o6heareveX93LdXD/AHpZW3E/4D2ojpoVVqOcuZlWjNB6UHgVRmQHmU/WrajAxVZB+8JqzQAua+jfgvrx1fQYLSV91xp7GI567MEqf5j8K+ca9F+CWoTWvxHtLVD+6vIpY5B24QsD+Y/WmmJnv95/x+z/AO+arsFdSrKGUjBBGQR6VPe/8fs/++ar5rVbGb3POPFPwd0bWWe60p/7MuzyVVcwsf8Ad/h/D8q8u1T4aeJdD3vPpzXUS5xJbfvAffA5H5V9MZopWQ1Jnyla6Drl48ax6PfSYIJZbdsBc9Tx2rOueLuUY/iNfX+SeMmvlDX7cQa3ex5yUncHHruNS1YpSuZDIKav3qkPNRqvz0FHcfD3x7deBtYV/nm025IF3bDnI6Bl/wBofqOK9G174carq2pW+teBNYK6Vfp5pX7a6LEx/u9eD6djxXhcMZLbscivS/hZ8Q5fCGofYNQkd9GuG+YdfIc/xj29R+NKwG5c+CfjBpMJks9enuQoz5cF+Wb8A4Ga5NviV4/0qd7a61y7injO147iJNyn3DLX0X4h8Z6d4Zs7a+1BLhtOnIUXdunmIhPTdjkA9jXNXvxR+G1yBNcXNvdy8AA2LO/05WkBwHgz4p+O9S1+0tDCNZglkVJFW2C7FJ5beowMDnn0r1P4iePLXwVoxYFZdSuAVtLfrk/32/2R+vSpNZ8ZaV4W8HLrVxZNZiZf9GsXRY5ZGP3V2jpxyfQda+Wte1/UPE2tXGq6jLvuJjwB92NeyqOwH/16AKmp311qeo3F/ezNPczvvlkbqxP+enaqdSnlG9ahUYYE9M00BsRKEiUng4rMv3DO3tWgspaMYHGK7n4UaBpmu32sf2nZRXUccKKqyDIBYnJHocDrTQm7Hm9ha3F40VraQvPPKdqxxjLN+FereFfgoHVbvxPMwLcizgbBH+8/9B+delaH4S0Lw4ztpenxwSP1kJLNj0BPIFbdUokOTKXhPw1pHhmRLfSbNYEkkDOxYsznBxljycVuycvsjHyKSKgsf+P6D/eqyynzm/h5PWpluOJKgAUAfjS9BTFyvXg1J7GkWIO1W2O2IfnVZRmrE52xgegpMChdfOrfSsCQYlH1rbuJAFwD1rIcCWdQoPB61IFyHoKtg4HFVYgAxX0pupanZ6NpsuoX86w20K5Zj39gO5PYVYBrOoadpmjXN1q0scdkiES+YMhgf4cdyemK+Ubx7OXU7p7CGSC0aRjDFI+5kTPAJrqvFPijVPiHrscEKPFZq221tAckE9yB95z+n0ya9J8KfCTTbXQLiDXEW4v7qPDSJ/y7d8IfUHqe/TpSA5r4MWmkNd3d2ZBJrEfCxuv+qj/vL6kngnt+Ne0446V8x67o2s/DrxZHJHK6tE++1ukGFlX/ADwV/wDrV7f4I8fWHjC1KELbalGMy227OR/eQnqP1FAHW1o2vKAH61m1etZABimgHXWQ/NVp08yBh6ir8ih+DVRlK5HoKTA488D9K6LSW3aew74rBuk8uSQf7Zrb0bmxb6VKYilLwSPerdiRJG0Z9KrSgl2GKmsAVl6/hTQx6DZOIz1Vh/OqHijw5pHiGaaLU7KOfDYV8Ydfow5rXuPLE8e0gtkZA+tNvv8Aj+n/AN6tEZs8Q8TfBue3ja48P3DXSjk202A//AT0P44NeX3NtPZzvb3MLwzxnDxyKVYfhX1tWPrvhbRvEkJTU7GOV8YWYDbIn0br+HShxBS7nywajX75+lel+JfhBq2ms02judRtuT5eAsqD6dG/D8q85lt5ba5kimjeORThkdSCD7g1BYDpSEZ4zinD7tNzzQB3eh+GNB8Y+TJa3T6ZcRKq3tqq+YMAY85CeilsZB6ZrtG8GWumeEdX0nTSwm1G2A/fSbmaeNhuQcDGe1ee/DeS/j8cWLWFpJdHDieJAOYSuHJzxjH9BXutvd6VZO15BHJPNJHkScFyvpyeM8fpXPUcotG0EmRaBL4gvtKsrbVdMsf7TCjdEEyYolOCzHoCQMAD/HHoEaE3rZjKxCJRGMYAyeePXpXzt4i13xZ4Z+IU0txfy2UGohGUQP8AuzGPuDJGMg/e+p7GvcfCvivTvFGnJ5F3Gt8igXFtkB0YdflPJU9j0IrWPmQ9DeubZpLV4onKOcFX64IOa5bXZv7Dlk1RorK3tPOSOS4mTmPK43YGMguQPzNUfHfxS0vwVdRWLo93fOAzwxEAxqe5J6Z7CvCfHHizV/EVtEuqTsWmuGuI7JSdtuh4RcdyQe/NNiR1vhbwnqnh3XNfm1RIVgu4Xgt5Aw2XBd/4fQc9+ar6z8M/D9qst5/aFzY2VuR5pUeaAijDuCeeWwq+prtPDMl/p/hCw07xNaCVntgVyQcx/wAKuDj5gMdM9qxPiRDNJ4GuINFtXktIZY5L6QMD5aDJUYB5G7k44FYXlz2NbLlPGtYu7O71Bn06zFpaIqxxx5ySBxuY92PU1nk0uOeRQea6EYjFHzVP1qJAd3AJJ4AFdnoPw38Sa3sf7H9jtn58+6+UY9l6n8qLMDkc16L8GdOvZfiLpl8lrM1pCJfMm2nYuYmA5+pFd94d+FuhaIqy3af2ldDq86/ID7J0/PNegaRHHBdwxRRpGi5AVFwBwewq+Ujm1Evv+P2f/fNV6mvj/p0/++agzVrYh7i0UmaM0xDhwR9a+W/FAEfi/WIm6i7l6/7xr6hzXzN8Q7b7P461YjID3BYfiAamRcNzmXHltjt2p9pGJJHJ7dqax3rz1FWtMUPLKP8AZ4qTQnI2DAAwRRGPUVO+xEUkVm3F5tJVPzoA9c+HHju0S2bwd4l2TaPdqYoWl5ERb+AnspPQ9jW7p3wz0f4fanqPiXxBdpcaXYtu0+JuWZuq7h0LA8Ad+teAJOTnPNbuq+MNZ1vTLDT9Rv5J7axUrCrHn6sf4iBwCe1KwFnxn4x1Dxnrsl/eFo4lyttbA5WFPT6nue9c6vXmnEhuelN2H1oAWQFc8cGoeTwKm3fLtIpFAJ5HFMC5BxbLn0r1n4JRj7NrUvcyxL+hNeTRf6o4HA6V7D8FoiuhanIf47pR+S//AF6a3Jlsen0U3NGasyLen/8AH/B/vf0oS6kikdT86bj8rfXsaTTz/wATCD/e/pUEh/ev/vH+dTbUq9kbEM0Fwu1Ww3dW60hyGIGTjtWNmrUN864Eg3j17ik42KU+5qw4LDvzTb985UdjT7WSKdg0ZBx19apX0nzOfes5FlCZ88d6ksY1K4ccnoarDLvV+JcYoQD57YoCyiuH+Ifhy48W+HUtrHYby2l86NHYgOMEFR2z0xn9K9FiO9cGsq/tjbXHmpwM5IqgPPvhd8P5/Dol1fWIVTUZF2QRHBMCnrn0Y/oK9KQ7WyKjtphNHkenNPpAZHiLw5p/iaxksdRi3xP8yuvDRt2ZT2P868d8OfDjXtJ+I9pBI0sdrat9p/tCFSEeMdgexboR25r3ikBOMUAJUsDYaosVJH1oAvq26mzLTIWxIAe9TXHGaGBxmpcTtjvW3oi4tDnHA5rOu4fNuWxipkzHEIwfl7jsaUYtslySH3ChpmKNkHvTUXZ0NGaM1qopEOTY+P8A1if7w/nU99/x/T/71V4z+9T/AHh/Op78/wCnz/71PqLoV6KTNGaYha4/4kaLZX/g7UrqS1ia6t4vMjm2jepB9euK6/NZHilBL4S1hDyDZy/+gk0mtBpny1Te9ONN71kanXfDvxjH4K8SnUp7RrmCSFoJFQ4dVJByueCeB1r2KT44+B0WMx2F7IxO9lW1UbGHTqeT9K+cu1M70mM9B+JvxIg8eS2cVnYSWtraFmV5mHmOWGDkDgD8TXOaffyzoJXa6iu7JN6Xts+HjjHGD0yASO+awav6Vq9xo8081ttEssLRBiM7c45APBPFTJaaDR0viC3v7S8XWfEBvtRuSVjjluEAR8DI3c56dM9a5WPUpxq0WoviSaOVZQG6EqQQPpxitHWfElxrglee3hjlndHmdC3zlF2rwTgcHtWLjFTBSt725Ta6H0HZ/tAeH5bWM6jo18lygyViVJEDdDtJIPT1FZnjf4zaLq3hq90fRdPnZ7uPymluIlVFU/ewAckjt2rw8dadWliBaQ96UUN90/SgD6E8A+D9F07QNO1FbKOS/ngWVp5RuIJGflz0rt+tZnh+PyfDelxjotpEP/HRWlmtkjFu7Fq5pf8AyEYvx/kapZq5pR/4mUX4/wAjQ9gW5DfH/T5/981XzU18f9PuP981XprYT3HUU2imIdXz18Uk2eMr4YyWIb81FfQdfP3xYB/4Ti7AHWGM/wDjtTLY0hucCr7TzV+CZIUZkGNw/Ws94iBjvilMmYlQDkVmaFm7vC6JGv8ACOT61URC5p6R85NWMAKpHXNMCMwiLGe9NwpPXirpKyLyB7VVkiKvxQA0qVPBp6k96Z8w607ORQA7ORS8A8flTCzL0xSoGY8igC6sqBFXIGa9r+D648K3bj+K8b9FWvDREY+c9Oa92+ESbfA4b+9dSH+VOO5M9jvqKbRWhiW9O/5CMH+9/SoJP9a/+8f51Np3/IRg/wB7+lV5P9a/+8f50upXQM0ZNNopkl3TXK38WDjJwfyqS8BZnGO5qtZNtvoD/titR49zyY9KymtTWGxj23+sNaSjissZiucH1rVTlM9qkslibawqa6hE9qfYVUHtV61bchQ80wMCBjBcsp+6eKvcfnVbUITFdH86lhcMoyKlASEU3rzTscc0YpgJ6VLCvNRAZNXYUwuaAIXYJPGvckVbvDtXNZrSb79QOm4Yq9qTYiFIDBc5mc+9JmmZy7UtbQ2MZbjqKbRVEkkZ/ep/vD+dT6h/yEJ/96q0f+tT/eH86saj/wAhGf8A3ql7ldCvRTaKokdWb4h58NaqP+nOX/0A1oVm+Im2+GNVP/TnL/6AaTGtz5Y9PpRSen0paxNgpKdn2ph5NIYtFAooAO1FApaAFH3aB1pKQdaAJKVhlfwpBS9V/CgD6q0f/kCWH/XtH/6CKu1n6Mc6Hp//AF7R/wDoIq9W62MHuOzV3Sv+QjF+P8jVCruk/wDISi/H+RoewLchv/8Aj/uP+uhqvU9+f+Jhcf8AXQ1WzQtge46im5ozTEOrwn4uRqni9pOm63jzXuma8U+MkBPiG2f+9bL+hNKWxUNzy+STexNRL98CpymDxUTDa2ayNiwgJqXbgCoUlPJUYNG9vWmBLvxJjpSPNhuRxTG5XPepVhMkZY9hQA0MjdRilMYxkVX34bBHSnrJjg9KAH7MVNCRk5pgYGj3oAsSruTjivevhfF5XgGxOP8AWPI/5sf8K8E8zdAwr6D+HTKfAOkBO0TA/Xcc1USJ7HU0U3NGasyLmnf8hG3/AN/+lV5P9a/+8f51Npv/ACErf/f/AKVBIf3r/wC8f50uo+glFNzRmmImt2xdQn/bX+ddEBiZvcmuZQ4dT6EVvyLm7HHzFyQx/hAx/Os5mlMydSi8q5YgcZq/Z/vbXjril1aEEK+O2Kr6VIUkMZ6VBoOSQbypNW4H2yjng1W1CMxTb14FRGTeF54Ck49elAF3Vod0YkH41lWrYcqelbgjMmn+WeSAfwrA+5N9Dil1AvsyqMscChTk56g8iomIZWPH3COaekYjRI0ACqMACmBPboXkq1cSCKAkY6UkUbJbOyqGfHygnGfasy5lfywsmPMJJIU8elDAZbnN5D9c1c1S7iGIsndu2/jVOxG69U+lWdUCsACBjr9Tnil0F1MdT87U+oxkO1OzW0PhMpbjqKbmjNUSSR/61P8AeH86sah/yEJ/9+q0Z/ep/vD+dT6kf+Jjcf7/APSl1H0K9FNzRmmIdWR4pbb4T1c/9Ocv/oJrVzWL4xfZ4M1k/wDTpJ/Kh7Atz5kHQUmMUtJWBuHGKbTqbSGKKWm0tAC4oxSUUALRSUtADhTj0P0popx6H6UAfUuinOhaf/17R/8AoIq/WfonGg6cP+nWP/0EVezXQjne46rukn/iZQ/j/I1QzV7SP+QpD/wL+RpPYa3IdQ/5CNx/10NVqn1A/wDEyuf+uhqtmmthPcdRTc0ZpiHV5L8W4w2qWJPe3P8A6FXrGa8k+Mz+VPpkmfvROv6iplsVB6nk0uEfrUZIYdaDulOKXylA9cdfasjcROAe9PQFmx1pI1GQo5zWjb2wjIJ60wI47fjmpwAiYzxTbm4ii46t6Csya6klOOg9BSAmmEbZ5GarlCBwaaY2UZbNPUHHFADRJg96mVzjnmmvECeKlXaltJxyDgGmA5JAAR2Ne+fCqbzvAlsB/wAs5pU/8ez/AFr57VSVzXvfwhBHgcZ/5+pP6VUdyKmx31FNzRmtDEuab/yErf8A3/6VXk/1r/7x/nU+mH/iZW/+/wD0NV5T++f/AHj/ADpdR9BKKbRmmIUnANa82rWMerW9i93CL2YF0g3jeyhck49KxyeDXkfinWE0n4wLqkyuYoJYd2PlO0RqueOo5/HFZ1OhpT6n0PdoJrQ1hQuYrgH3xWjouo2Wr6eLiwmhmgK4EkLhgfy/rVG4Ty5iPesmamreRia03jtXL3usW+kzxC4LgShlUIhY5yOfpXU2bebabTzxXL63pNldXMbXttFMYQ5TzBkLnBz+lNgdVZMGQjtWLfR+VcsPfNcP4T+IFrrfiS2gW5EM08xCRNIcsoLAAj1IGcehHNehaug8wP6ihgVDKgTDHGUPT6itG2j8yT2FZMKySSbEOAVHXp1Of5iuc8IfEC41jxRJpE2m3NugR2jkcfKwTgnp3wSOTQB6PMwityTwAOa52abzpWYEEZOD+NamszeVYSFeScD8yK5EXkqqCuSfOCBAB0J5B/X8qTA3bGVIpHmkYLGgLMzHAAAySajj1uw1yxF3p1zHcQhtm9DlcjqAfxFZmtz/AGXwfrdxuK7bKXBVQx5GOh+tcH8N9az4PlsROFks52faByqPggk9xkGh7Aeig/MadVe2lMsQc4BPXFTZreHwo55/EOopuaM1QiSP/Wp/vD+dWNS/5CVx/v8A9KrRH96n+8P51Y1M/wDEzuf9/wDoKn7Q/slaim5ozVEjq5/xy23wNrR/6dWH6it7Nc748OPAusn/AKdz/MUnsVHc+bzSUp60VgbidqYakJ4qM0hirSikFKKAA0lKaSgBaKKKAHLUh6H6Go1p/b8KAPqXSRjRrEelvH/6CKuVU07jS7MekEf/AKCKs5rpRzMdV7R/+QpD/wAC/kaz81e0f/kKQ/8AAv5Gk9hx3IdQ/wCQjc/9dDVarGo/8hG5/wCuhqrmnHYT3HUU3NGaYh2a8Z+NcxbVNKgB4WF3x9Wx/SvZK8W+LUXn+LYATwloo/NiamexdPc86ijby8AU6ZVgj2Z5PWrpMUC4z0rNkk82Uux+XPSsjcs2MKsTIegou77bIVQg44zVZ7siPy4uPU1WVSetIBGZpGJJ5NX7KzyvmtjA6VDb2/mTBQM1p3bfZ7TanBPAoAy7mXdKQPujihGHFV3Oc1JGeKALQwQTmonfdhV5yaUcoRT4EG4E0AS+T5cYzxXu3wrTb4Ggb+/PKf1x/SvC7yQsVRetfQHw7tha+A9KUdXjaQ/UsauG5nU2OpopuaM1qYl3Tf8AkJW3+/8A0qtL/rpP94/zqxpn/ITtv9/+hqtKf30n+8f50uo+gmaKbmjNMQ6vK/jdbImoaLcqMPLYANj/AGW4/nXqWa4L4leFvEHibUtNOmWJuII7LYHDhQh3tkEk/Ss6mxpTZwnw68T3PhnxRZzJcOlnNMsd3Hn5XQnGSPUZyDXu3jPUzoMd5qxjllW1gLeUr8N749yRz2Arxef4V+INM0i61G9exSK3haV0juNzgAemMfrXqsum3vjL4X6NKNUltLmWAGWR4lkEoIKFWB7dxWRsc98N/inquv8AiMaTf2tqiSozpJACCpX+E5PIPrXR/FvUbvSfBMl7biMTSyLASVyAHBBI98Vx3hb4QXWma5DdXusjyEkAKWoZGkXOcFj0HAziu0+M9rdah4FaCztzO6zLcS7TykagknHfnigDg/A/iSz1PXdKvtQ0/TrLUpZJLe3uI4yfM2oO38POBn6ivaL6NJ41n58zAHXp1r5x8KSLZfEHQdPni3CG38hlxnbJIpck/iw/KvoiFi9g0rcnZtJzwT649fWgCOxXMhzwADnH1rWmsbdZVuHUtIuFjzyF9h7GqumQr9nmmZlA+7knoKsveWt0hjiuYZZF5IilDFffANAGbq86ywuvBB6/nXOTQCxZrhrp9u52CMMqMnJPrWncS73mLjG4jjsc8VnLONwiJ3ycoDjIIB7f57VIFbxVfQr8OtbnDYD2m0f8DIA/nXzvb393pd2t3YzyQTL0dD19iO49jXsvxXuk0/wlZ6bGFVru4BKrxhEGf/QiPyrynwxpi634q0+xfHlvLukz3VRuI/EDFMSPePC2qSa14Z0/UZ1VZp4g0gUYG7oce3FbFQ28MVtAkMESRRIMKiLhVHoB2qTNdK2OdvUdRTc0ZpiJIv8AXJ/vD+dWdT/5Clz/AL/9BVWI/vo/94fzqzqn/IUuf9/+gqftFfZKtFNzRmqJHVznj048Cax/17/+zCuhzXOePf8AkRNY/wCuH/swpS2Gtz5zPWilPU0lc50CGmU80ykMUUtNFOoAQ0UtJQAUtJS0AFTRruIFQ1YtuZ4x6sP50AfUlmNtjbj0iQf+Oip6jjG2JAOygfpTs11I5WOq9o3/ACFYP+BfyNZ+av6L/wAhaD/gX8jSlsOO5DqR/wCJlc/9dDVXNWdR/wCQnc/9dDVXNEdhS3FzRmkyKMimIXNeHfFi5ZPFjqvVYIx+hr3CvHvij4e1O88RLd2llPcQyQqN0SbsMOMHFTPY0pvU8qZ3kOSaaAcYrpbLwT4hv7kW8GkXKMRktMvlqPqTV2b4Z+LIQSNMEg/6ZzIf61lZm3Mu5yKxgU7GK6VfAPiwMd2h3P8A30v+NOHw+8WkFf7Fl59XX/GizDmXcy7CEopdhzUGqvkhewrsIPAPiwIFbSEHHU3KDP60TfCrxRdybzHZwg9nuAf5CnZi5l3POlyxxnrVqOJh1Fd1H8G/ERPzXGnr/wBtWP8ASrI+DOtsAH1Sxx/wM/0pcrDnj3PP/ljHJz7ClEucYAA+teiL8E9SIwdYsx9I3NOX4Kagg/5DNoT/ANcmp8rDniedvP8AL0yc17P8H7ye58O3kUkpeOC4Cxqf4AVyR+fNcy3wc1iIHy9QsZcjvuX+ld38PvDN54Y0i6gvvL8+efzMRtuAUAAc1UU0yJyTWh2GaM0mRSZrQxL2ln/iZ23+/wD0NVpT++k/3z/OrGl/8hS2/wB/+hqrKf30n++386XUroJmjNJmjNMkXNWzrOjabpynU9RtLYqThZpQpI+nWqea5PXfC9trniywub1XFhbWzz3bgcGOM525984qKmxpTepo+L9StbnwPqr2T7EmsgyOflDIxAUnPTPJHtzW9fxX1j8JYG0Un7baafDNAI137yoViMdwRkfjXms/imHXPA2sR3FtMb29uJHEQQ8KApXA7KEwo+les+FriC+8A6Sskhty1kiMrNtdSBjvyDxWJtc8wudf+It/Bbxnw0LSEyQvLNCfmZd4OAC3y57+le0y2yXtlOrHaZVKhh1A5xWPIsCYjEqlFUKCXySB7960YdStYbQqJ0yF4Uk9aLMd0eQeIfGdl4W8RjTLq3knuEdPNmVVQBW53k9WNej2cu+GSAHOTxXg2u+HvGmva3dald6MWluH3EJIoUDoAOegHFepeF5dYh8IuNTt0i1OO1kiRC4JchSqE9sniizFzIr3eiX/AMRNTv0ttbe38O2MotlSEBjPMqjew6AqCcZJNauheCLHwVbXlxZPPNcTqEkMu0/KDkYAAxVv4ebdD8E2llqAEF5ukeSIDO0luORx0xWvdX9vK3yO2D1+U07MOZHEat4stvD9pb3Wqx3BWZiiGKLdtIHfn0PX61F4Y8XWHiXU7hLG3niEMYJMyBdwJ4wAfrT/AB/oNz4m0JLWwkjW4juFlUy8LjBB/nWH4C8F6v4Y1uW9v7m2kikgMe2IknOQQeg9KXI+wuaPczfjQ7nV9IBH7r7IxU+p38/yFcX4JmMHjjSHRWYmfYQoySGBB/Q16h8RfD2seJdRspdMSAwwW5RvOfaSxYk49sYrC8JeCdf0rxTZ3t9BbpbQlmZknDHO0gcdepp8ruHMu56mOgpc0najNdBzC5ozSZoyKAHxH99H/vD+dWtUP/E0uf8Af/oKqxf66P8A3h/OrOqf8hW5/wB/+gqftFfZKmaM0maMiqJFzXO+O+fAusf9e/8AUV0PFYHjdd/gjWVH/Psf5ik9hrdHzjRRSda5zpENMp5plIYU8dKZTx0oAKSnU09aAClpKWgBasWIzewA9DIv8xVfFSQtslV/7pzQB9VjpRmq1lcLc2FtOpBEsSOCPcA1YyK6kcrFzV/RT/xN4P8AgX8jWfmr+if8heD/AIF/I0pbAt0Qakf+Jldf9dDVXPtUmtTpbXV7PJv2RszNsUscewHJrI1DWrXToozNvE8m3ZbMAknPcq2MDAJ59DjNC0QNXZp5ozWfNe3UQuCtijGGTZh7tE3AsVB78lhgDnORzTbrVGsYJZbi2xtZBGqTxuXDOUDcHAGVb16evFHMg5WaWaAx7VnDUJ3EzR2LOsTOWYzoAI0LBnY/wj5Gx1B9RTo7rUJmXy9JcI0jKC9witsXdmQryQvynHXOR0p3QcrL+4nuaM0EbWI9KSmIX8KPwpKKBC80ZNJRQAuaM0lFAC5NGaSjNAC5oyaSigBc0fhSUUAXdKP/ABNbb/f/AKGq0p/fSf75/nVjSj/xNbX/AH/6Gq0v+uk/3j/Op6lPYb+FGfakoqiRc0diOx4I9aSigYuTR17UlFAC/hRk0lFAC5o5pKKAFyaM0lFAC8+lH4UlFAhc0ZpKKAFzR+FJRQAufajNJRQBJEf30f8AvD+dWdVP/E1uf9/+gqrF/rY/94fzqzqn/IVuv+un9BU/aK+yypz6UfhSUVQhc1XvrOLUbC4spwTDPGY3x1wanopAeP8Aif4VS2FrFNoJur6QvtkhfbkL/eB4+lc8Phz4uYZGjgD0adAf519A0VHs0WqjPn4fDbxcxx/ZKD3NzH/jUy/C3xWf+XO3X63C173RR7OI/as8H/4VR4qIz5NmPrcCnD4VeKuhhsv/AAJH+Fe7UUezQe1Z4WPhR4pPBSwA/wCvj/61WI/hB4gYZe509D6eax/pXtlFHs4i9pI8Ub4P6+B8t5p7H03sP6VlX3w48U2TcaYblf71s4f/AOvX0BR+FHs0P2rPnEeDfEucHQ74H3irbtvhX4llRHaO1h3AHDzDK/UDNe50UezQe1Zn6Bp82laDZWNxKJZoIgjOvQ/T+VaP4UlFWZ3Fz7VoaL/yGIP+BfyNZ1aGif8AIYg/4F/6CaJbDjuj4zooormOoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6l8KZ/4Q7Q+D/yD4O3/AEzWvlqvt7wJ/wAk88Nf9gq1/wDRS1UZWInG5k6WD/atrwfv/wBDVWXPnScH757e9d92oqubW5ny9Dz/AJ9D+VHPofyr0Kin7Rh7PzPPefQ/lRz6H8q9Coo9ow9n5nnvPofyo59D+VehUUe0Yez8zz3n0P5Uc+h/KvQqKPaMPZ+Z57z6H8qOfQ/lXoVFHtGHs/M8959D+VHPofyr0Kij2jD2fmee8+h/Kjn0P5V6FRR7Rh7PzPPefQ/lRz6H8q9Coo9ow9n5nnvPofyo59D+VehUUe0Yez8zz3n0P5Uc+h/KvQqKPaMPZ+Z5/ED50fB+8O3vVrVc/wBq3XB+/wCnsK7QUUufW4culjz/AAfQ/lRz6H8q9Cop+0Yez8zz3n0P5Uc+h/KvQqKPaMPZ+Z57z6H8qOfQ/lXoVFHtGHs/M8959D+VHPofyr0Kij2jD2fmee8+h/Kjn0P5V6FRR7Rh7PzPPefQ/lRz6H8q9Coo9ow9n5nnvPofyo59D+VehUUe0Yez8zz3n0P5Uc+h/KvQqKPaMPZ+Z57z6H8qOfQ/lXoVFHtGHs/M89wfQ/lWhoef7YgyD/F/6Ca7A0g6ik53VgUbM//Z", "path": "002423.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002424
Men Tshirts
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0rtdHv5dR04XEiBH5yqtkcVhax0o1yxx1qrNIAp55rgdb8R63bzkNPbWkAJ5wWOPen21x9vhikGsvI7/dZV2gn29aVtLj8ir4+spLmzjuo/uxthwPT1ryx7by2JByCeK92gtJZbF4roiQEEZP8Qrx2Sxd797OJS0gdlA9Oa0pPoZVI9j6S8BEHwLoxHT7MvT15zXSVyXgGdI/DNrphctPZRKkh9Sef/rV1tbppq6OaUXF2YUUUUxBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABVLU7NdQ0y6tGGRNEyfmKu0UAnY8ut9KV9ItLSVBugRVwRnDDikTQ4raxkt1jRImJYqq4yfWt68i+y6pPHjjeWH0PP9aq31zFDEplcKCcEnoK5HdNo74K6uIQBYJF2xt/SqX9g212wkZEJBB5UHkd6mur60hjTdOOegHP8quWMgeAMDkHkGknZmjRHHpEMU3nN88n941W1WJJ7aWFvuupU1pyy4FZF5LljSerIehmeFtCXSbZV2I5k3FnI5B7Y/CvStAtWtdHgjYYJy2PTJzXP6Ppklw6A5Ea4LnP6V2XCjArekvtHPWlooodRRRWxzhRRRQB5qNESyl1OxZP3cl07geqtgiobfQo7WWWWOONWkXa7BeSPSun1+LydRSbHEqj8x/kVnzzrHbM7HoK5ZXi7HbT95XKunxLaWDRJwoJI/E1XfR4L7IdFPBHIzwal+22i2Yk+0JtPcHOal064jmBeNty9jjFRszZrQRNCgUR7sMsYwi4wF+lSXIVI9o6VceTC8VmXktDd2Q1Y53R/DyWur3d8EWTfICFYdF6n9a9G8N2phN3MVwJHAHvgVgaVZS3JURjlz68AeprubeFba3SJeijGfWtqau7mNWVo8q6k9FFFbnKFFFFAGB4w0z+1vDF5bBcvtDr9VOf8a5O70uK/VdyKxC4G4Z4Ir0h0Doynowwa4hFNvM8J6xnafwrGqup0UHfQyTpEcNrDBsRY4mGxVGAK0rsCaNEbp1pt5dQxzRJI6ruPGTjmq93f2scioZxuI6AEkflWDbZ1paWGx+H7d5lnVUV1JKttGQT6Vdg0uG1ZpAMueSx6mrFs/7lfXFE0vGKbehLRz/iKzXUdNmtjxuHy/WjRNHXTtL+yJErAxABsclu9TzuZJQo5JOBXTaJpjvIs0n+qQ5GT94/4U4q+hPMo+8zesYDbWNvCescaqfwFWqSlrrOBu+oUUUUAFFFFACV51Noy2Wq6xCVAjubjzlHsyj+ua9FrmfEUWy8iuMcOuw/UH/69Z1VeJrSfvWOWt9Citbhp4o41dk2Fggzt9Ku6bCtnayxoMLuJq5JMEt2Zuwqgt7aCzMv2hAvrmue7Z2qNiJ9Kgvjh1U9eoz161Yj0GBEjQ4KR/dXGAv0pdOuY52Zom3L05BHP41ovJgcUJ6WBop3CrHHtUcCuUsPDyR69d6gqK+4jardB/erpLyU4p2lWkt0wEYyWJA5/U0okadTe8N2uy5u7nbtV9qj3x/kV0lV7S2W1t0iU52jk+pqxXXFWVjjqS5pXCiiiqICiiigAooooAKKKKACiiigAooooAKKKKACiiigDmPEsfl3lvcAcMpUn6f/AK65LV4hNgSrI8R7Jz+YrtvFeF0ZpcZaN1K/ng/pXHR3aSnB7iuaqveOui/dM+1W2hdgiSAYxjyzkVo2s0wbCJKE7EjApy2xaferfLVqRljTAIrNvsbyt0JZJMr9Kybhw86RqeWbFF1fBFJ3AUzSY2ub6CRwfnkUKD6ZFNGbZ6hbQLbW8cKdEUD6+9TUUV2HCFFFFABRRRQBieJYd+nLKBzFIDn2PH+FcdqO6W243spGCE616DqKLJptwjjKmJv5V5vFehgofr0Nc9Za3Oii9DOghtIJUKRyL3x5daUEriQeTHNt7/LjFSvB5rqY2x7irgAii681lc6m4kgkJiAb73es29lAB9aWe7CKfm6VnRO13MZCcohzn1NCM7no3hy3WDR4Gx88g3sfr0rYqrpqeXplqnpEv8qt12LY4pO7uFFFFMQUUUUAFcfrafZ9ZdsYEqhv6f0rsK5XxiywxWswX5t5Un2xUVFeJpSdpHH6nAks4FzHLIvbAyKZa+REjKqyEE9ozV+O4jmJDYp8FsRKWLfKT0rlR3RatqLZTTZAKSBc8FuM1bnkyCe1RzSLGMAjArLvL8IuA3WjchstWaLd6zbW+cBpBnHXGa9LVQqgKAAOgFedeF4GbWrZ3HzElj7YU16PXRS2Oas9QooorUxCiiigAooooASsnxHD5mlM4GTEwf8Ap/WteoLpEktJkcZVkII/Ck1dDTs7nnl8WktTt3EYwQvWsSGG0hkRkikU5yQY85rSjvQQFfqDg1NJD5xUxnHPauM9CLXUhimcSZhjmx3+XFayyMYRu+9USKIouSM1UmuggPzcii9xO3QS9lVVJJrsfC1usOjRyfxSksT7ZwB+leepI15PnrGpyT6+1en6JH5ejWa/9Mgfz5raluc9Z6GhRRRW5zhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAmaydZ1KSzgkEP+sVNxOM4rQuLlLaMs5Gew7muall+1tI0g5fOR7UmdGHpc8rvY5l9d1DVblreaYvARuK7RjPasW6M1pcfLnbnOK3YbNba7aELgJx9alu9PE6/dzXHJtu51T5b6KyMZNbVAuX6dRUNzqrXOFtw7MemKvf2QjNh1rRgsILZcqozSuybIw7PTJpXD3GTjnaegrfs3jtLy3kk/1ccik49BVqGMEZxWbq4/cOo6kEVS01Yt3Y9It7iO5iEkbZU1PXFeEruRbCwaQk+dGqsD644NdrXWnc5K1P2crBRRRTMxKp3139liG3l24XP86sySJEhZ2CqO5Nc7d3f2q6PZV4Ue1Jm1Cnzy12OYvfFGqTXX2ZJyEZijqFH3eh7Vj6lFJBJ5kecHrW1e2SwaiWVeJW3k1LPaCeLBGa5ZttnbNRTtFWOfg1jy4gGba47Gi41pJUxGWZvQCrjaQucMvFXLbSreAbtoJqLsmyMK3srq8cNNuVT2zW2luIItgAAArQhjUngVHfALGaZLO00y+gvLVPJb7qgEHr0q/jrXm/hO6mginfJ/dXDADPVTg4/WvRlYOoYdCM12Rd1c5q9L2b02Y+iiimYiUUVUvb1LWIngvjhaBpOTsjJ1/WZrGGQ25xsIBbGea406pe6yZUupTJHHymVA5PWuiuYlvrWWN+fMBz9axLKAI7rt24+XFYVW9j0vZwhC1te5zzTTWlzg5Kg1dGuonV/lxjitO800THdjmqaaPEz/OuDWF2QrGdPfy3kmy3V2z19KtWOlvuEs/zMPWtmKzht1wqjNXI4xszinqxOy2GaNcx2WqRSy52YKjHqRXdxyLLGHRgykZBFeU+IGaO1kaPO9fmGPau50K6ZZBAxyrruHse9dFJ6WM6lK8OdHQ0UUVqcgUUUUAFFFMd1jUs7BVHUk0AQXl19mg3AZYnCivPtS8UaobtreKcrlyhUKOmcHtXT3t4Lm5x0ReF9/eua1GyWK/81V/1xBJ+lZVJNLQ9CjSjCF5K7MXUopImEkfGajt9W8qLazbX966KW1E0O0isp9IXcQy8VzXaBWKk+tpKhCFi3oBUEFpdXrhpdyqe2etblrpNvCNxUE1oQxqW4HSjUHZbGdFbC3iCKAMDtXfaPfW93YwpE3MaBSp9hiuQvFCxniqvhe5mikvWBI8qfKc9iorak7OxLpe0XmemUVHFIJYkkXowBFSV0HCFFFFABRRRQAUUUUAFFFFABRRRQAUnWmvIsaF3YKo6k1j3OsMcrAu0f3m6/lQXCnKb901ZriO3TdK4Udvesi41l2ysK7B/ebrWc8skrlncs3qTUeKm53U8LGPxaj2leSUNIxYnuTULFoZC2CVPenkZ6VMFEic9DSOlWRUnhWUrcJ1xg/Snx4IwaEzA5X+E04x4+ZOR7VnOHVGdWn1RHJCDyBUJTJAxVwjIqPYc1lYwGgBUrI1NWkjYL948D6mtmRcCoktg0quw+VOfxp8t3YcFdiKBY29vEhwYwoGPauitNaikwk+I39f4T/hXOBTczlz9xTge9WDDmTcx49K6FobVaUZ/Edc00ax7y67fXPFZlzrKrlYE3H+83T8qxgdq7RwvpQRTuZQwkVrLUfPcyzNulct/SopgysJF5HenYzT4xuXae3BoOmKUdiCVEu4QR99DkU2LGMEU9k8mXcvQ9RT2QP8AOmM9xWUo31IqwvqhkkSsM4quyEcYq4BkYPX0qMxnNZWOfYZGm1apX2WRh7VosuFqA23nYXsev0p2voEVdlbTIfsulBm4aQlz+P8A9aui0/WVSFI7hcKFADjnj3FYsw82YQpwqDn2qVoySqoOgrojpodM6UZq0jso5o5k3RurL6g5qK4vIbZcu3PZR1NcvDut23o7B/VTilZmcksxJPUmqucqweur0NC51eaXKxDy19eprPDF3O8kkjqaSk6EH0pHVGEYaRQwO0D4YHb60yaALL5ydH6/WrTxiRDmoYjszG33amUbqxcoqSFUKwxUUkIByBUxjKHI5HqKcy5HFYOLRxuLiyn5eW9qlb5Up4Q5pJFycUWEYl7bm6nii/vuAfp3/St0XDW13EY8blPA7VFHAsbmdsfKMLTIEMkhnbp2rWCtqdMI3jZnT2mswXACyERSejHg/Q1pAg9Oa4c/eOOmas297c2p/dSHb/dPI/KtLnPUwfWDOwpruqKWZgFHUmsUa/mLHlbZPUn5aoz3U1wcySE+3YU7mMMLNvXQ1LnWUXKwruP949KyZ7mWc7pHLeg7CoyKKVzshQhDYSVWyHTn2pkipeQ4/jU5Hsani5G09uKhePypd6/iKTRsrNWGRcDBFPeJWHSnlRINy4z3FKoOMHg1hKDRyzg4spsmB0qSNNq5qVkNBXCVNiGUL35kIpukwi2055G4Mrl/w6D+VWmtzN8vr/Kicb3S3j4VR+QrSEdbm9FGvpusiGCOGdT5YGFcckD3FbsU8U6bonV19VOa410CqijtRG8kbB43ZW7FTitrkVMJGWsdGdvS1ztrrskeFuV3j+8vB/8Ar1tQXUN0m6KQMO/tVHDUpThuixRRRQZhRRRQAUUUUAJ2pGcIpZjgAZNLWZq1xsjEKn5n6/SgqEeaVihfXjXL4BxGOgqnjNJmn9AKk9SMVFWQ0ikxUlNpFXG4xT4zhiv4ikxSEHqpwR0OM0xj5IRJgjg1WlmW1bby0p+7GnU/4D3qXbIww0zH2UBaRIo487FAz1PrSGpdGQrJOP3kxQZ7AcCrMbqyA9aR4llXaw4ByKJAEwR0qZrQmolJbEN3MsQHBY9lHesZb7Vxqn2aaGE2UoOJFyGjPp6GtZE8xzIc5P8AKpEjBf2FCiXBRpxs1dksSLFEAPTijrRmlHTNUR5ibaMU6k70BcbilU7XB7Hg0pHFIRkYoHcleMSLz1qtKUtVDyMAO2Op+g70/Ep6zH/gKgUggjDFsZf+8xyfzoBStoQLLcSnzWUIg6Kev1P+FWIZVkB5BP0pxRXQoRkMMGk8tUiAXPFKS0CdpR2EuHVItxOBWDe6jq8FxFJa20T2zECSN87gM9citdh5svOSF4H1pxjAapUSqUY01dq7C2jwnXJbkmpzgDA//XTEUKM8ZPendaslu7DGaMU7pRigVxmKMU6igdx0Rx8p7fyprwBmyKaQ2co20+uM0hRnGHldh6D5R+lME7EMlz5LGGIeZN/dB4X6nt/OhZJYxmVly3OQKnSNI8BFCj0ApWiSRlZhyvSla5Sae6HqykCqd3MY32ou5z0HYe5qeU+Xk9sZqGOLqx6nkms1HUzhTXNd7GTY3eqXF3LaahFEIR80cycbh6EdK3NuF9AKjCCgxjORkfQ4q0jaUk3orDVHSnAClApcUybjClCvtOG6VJxUci8UCvcm4IyOaMVXt5MOQatUE3EB2sD26GpXQSLgjmoiMjFIBKTzOceygUx3GybLVPMkYKPXufw71CJric+Zt2RjorfeI9T6fSpxDGG3kbn/ALzHJp+0Mu0jIIwaRSkuo2GVXzyCR7Us7qkRYnA9aPKWOLC8AVXcebJg5IX+dZuPvGTpqU/IyNQ1DV7d45rG2ikhzh45M5Iz1yOlbFsmU35yzcnnp7UpjAYCgoCORVpWN3KNrJBIPnx7UmPalC47k/U5p2KZNxpUGnRSy20okjYqw/X60tIwBFAnZqzOisNUjvAFbCS91J6/StGuELmKQFTgg8H0rrdOvVvIATjev3h/WqTPOr0eTVbF6iiimcwUUUUAIeK5a8mM9y79icD6V0N65js5WHXbxXLnrSZ14WO7E3Y57d6l+8uPWoiCOnUdPekhfgr2B4+lSd1rolQ54PUU7FRE4l+tSigliUUtBoC42gUHpS0DHLxiobkg4QdTUq5B4qlLJL/aKBUBiIO5vQ02XBXZaVQqfQUhwq/WnkfL1pjHnFBEhuTnipEbcoNRkcex70iMRIVPcZ+h/wDr0h2uiUcMV/KnEVG5+63epByKCWJ0opaKAuNo70UAcUDHL7U2dgEPfNKPaqmoyTKIzDHvbcMj2p9CoK7sTwptUevU07ALU4Dg4NNAxz6UCkxrHnikDbSPSl6mmsODkfUe1IUSZhlTjr2oU7lzUcTkoN3UcH3oU4kIoBolxSEc0uKKBCGkpxppFAAKkHGaZTlOOaaGV5/nkCCpcALVSF5m1CVWTEW0FW9/SrjDpzQaS00IyKSnYpppGYUhozio2JNA7DmcDrULyZFMYEc5pjc4A70FJCxEhmPrV6B9ykHqKoLx07VYtmxLj1oJkXKSnUlBInU04e1NHSlHWmMJmAQ571FAmBk9ScmotRkmWFfJj3uCOOuasr93Of1o6l2tEawGTTelOI96Q0iBKPpSZprN2oHYUtio2l9KY4J6mogeOaCkhJGLuBWhp92ba7STPyE7WHsazh69zTwcChEzipKzO/FFVbCQy2MLnqUGas1Z47VnYWiiigRnau+2yx/eYCue65rY1uT/AFUf1Y1je4qWehhlaAZ3fKT8w6e9ReZsnUEff4Psev61OyhhyOPbqKr3KsqbuGKkMrev1pM64k2csDUqnPFVVkBbCkHHU1YQ0ENEuM0GgHilxQSMNFOxTT1oGKD1pI1GDkdaB3pyfd7fnTH0GlduMdM1G33qnfhCardaGLdhux8rdD0PoaimcxYY/wAJ59x/9ap/vL0z6571FLGDGV5ZCMe60mXG1xzcjHvUqniqcUpKIDjeRjH0qyjUCkiejFIpzTqCBhop2KQ8c0DAHDU1R+8zjtilH3hTl4JpjQ1kxkim9ENTH7pqF+BigTZH1FGS3Thx1FKDgg9qGQEjPHow6ikNEKSbZmTsRuHt6ipR9/NV5wySI5AyDgkdCDUiPknaRgHGaC5LqWgc04Co1NSA0GYhpOafikIoAbQT8hzR7UYyppoaBEGzBHekYEEc8VIDx0/WkcdKAuR0008imkUgIzio246VI3FRMRQUiJznrUanjn6USNUUL+blv4R+tItEoNTWvNwtQHirFiB52T1xxTRE9jQxim0+kxQQNpQcEUEUg+8KAEC5lB9KcyYyRSrwxpx6E1RTZDSGnkU0ipERmmNipGqJjQURsxH0qAn5+O9SSGqryYkVF+8aRSJiRnijNJgAYHak6nApikdtpII0u3z/AHM1dNQWoQWcIjOU2DH0xU9WeLLVsWiimO2yNm9ATQI53VZPMv3GeFwtUx156GldjJIzk/MxyaMZHvUnrQjyxSEX5flP4VHKcKfSpT8wqGQ8HNI0juZVlcbdRnswSfLUNn0B6VrIxrG3E6k6rnGwA8d8mtNGIA3cGlEuqtblxW4qQHNVFYjrUyPmmZE2ajZuaaz4qPJJoCxKGIpdzetNA4zil49KBAzHbyaZ0Oac1AHrTCwn3Gz/AAmmvxmpO2D2qJ+BikUjHmuPs+rQxjn7RnA9wOa1Vasq9fF1AF4bcecc4xzz+VX4SwUZGB61K3Nai0TLqtUgbIqqrH8KlV8nFUY7k+aY5xTWbAqLcWPtQFiQMc07efWmKKdx6UCFBY96Y5y1P6c0zHNMNwAzkUA8YPUUuO/cUMMjP5UhorXADRsjfdYYrP0u6M3nxnkwyFGb3rQmOVOayrV2e6n25xvzjGOcDNJ7myV4s2lY1MrVUVz34NSKxHWmYloHNKTUKMSPakd8UBYczYoDEVGMnmpAOOaAYu5vWlyT1pv6UtAhSKjanE4qNmoGiNzUDvUjmqzN1xQXsitdzBQI92Gc4/DvU0OAoAGAOgrMMjTX8rBdwjwv+73rQhJx061JolZE5GaltjskBpuMLk0yR/KjLnr/AAj3p3sYz2uawbIp2aqwTb4kbuVBqVmwKZI5jimBjmoyxNPUGgY/efWgMx70mB6UooELTWpTmmM1AxjmoHbAqR2qs7c0FojkkCqSxAA5JPaqts4kLS55bv6DtUepykRLGDgyOF+vt+NOtywABXbjtUsuK0uXh04oA+YUqDIp2MnA6etNESR1uizebpyDvH8taNc34YuhJNdQD7qhWX9Qf6V0lWndHkVVabsKKhuf+PWX/cP8qmFRTNthkb0Un9KZC3Oa4K8jj3ppRR0OKqxcfdJH0NWV346g/UViqi6nqKohGDY7H6VVlyOqsPwq02R1U/hzUBJldYY/mkY4CiquuhrGS3KIkR7kgDBQYORjrVlBuOazbNGaV3Y5Ykk1qL8q0IqbAnJ61KvAqJBls1Ix460zMax3HAqVEpsS5OTU3QUAxDxSCkY0q9KAJVPHNIUXqOPpVU/60kEg57HFTru/vZ+tR7RXsZqogKnHBB/SoJc90b8KsNuHJX8qrzTKqnc2368VV09jWDTZRlkUyJGQdxO4Er2FTr83as8hpL8knpwPpWnGNooRpNisccU+McZqMctU3QUzIazHpTkSmoNzdasDAoGIRgYptDGhelAiReDTjhhhgD9aik/1TelRR5H3WYD61MpqJDlZlgoB0OP1pjBh2B+hp43Y6g/pTGOOqkfrTUkylNMqy5B+635ZqrFIkkkjKOh28jHSprufEbbGBcAkCqdjGQnXig3urGgg78UZyaXouKWMdTTMiQcLTPvGlY8Yp8S8ZNADkTFObrS5wKjJycUCHDrTqQUMcAUAMY1CxqQ1C5xQNELmq0hPQd6naomGegoBkc1mPsqXMceJFGGIH3hmmwzcDAA/DNaUcqpbAMwA561k3MctjdNA5ZcYIU9geaiTtqU6ijuXA/GW4z3P9KrXEhkPsOgpiyDrn8TSkbsmsZzvojnqVObRGnY82sZ9sVYZu1VtPP8AooHoSKsKNzV0R2NIfChyJmpcYGKUAAU1jTGJTxTFp/vQA1vSonNPY1E9AIhc1XkPepnPWoWoKexY0iwi1K5ntrlAyPCcZH3SCMEe9UJoZbC7ktplG+M4z6jsa2vDp26qD6ow/lVnxdZEwx38RKvGdj47qen5H+dDWlzn9s6dWz2ZgpIWGOSPQDApJZvkIU5z1Iqmk24fMxP1qQtuGKwlU7F1Kt9EbPhN9uryL/fiP6EV21cH4dby9dhz/EGX9P8A61d5WtL4Tz6vxBVW/bZYTt/sGrVUdWONMn+gH6itHsZrc5mIVY6Co4V4onbatcZ2jZZcDrU2gxG41N5jykKEZ924/lmsmWc4Ndbodn9k0xNwxLL+8f6noPwGK0pK8iar5YepyUEe1j9T/OrLc8ZpqjazcfxH+dKOTWx2IkjGBQ3Jp3Raaoy1A0SLwAKceBQoppyzYoEKoJOakpAoApTwM0CKy8yH61aUYFQQrzU8nypXK9zmRHJLgVm3MhkdU9TzT5Zjk1XiBYs5+gqoK7NYLUckeZ2b6Vc6LioYRgliB1qU8mug1HxjmnOaEGBSfeagEPQYFSds01RQx5wKAEALNUoGKRVx2pfegRHMfkxSRDimv81TRKNtY1NzGfxDido61XmmwDTrl9grMmmJU45NZiSuNJMjSMfTaKntkwoqILtj2+1Wk+VAK6YqyOhaCnk9alQYWo15apTwKYDTy1Sio0GTmpRwKBsGOBSIvc0gG9vapcYGKBBUbHLU9jtWo1FAgIwtVpDzVmU4FVH70FRIzTcZYCnGhOXoAltYmuby3tRyHk5+g5P6VD4sj/4nEhHdV/lW94cs/wB7NdsP+mafzJ/lWR4nTdrDgddq/wAqiStFs45SvVa7HPRo5cZJIrSjX5PwpsUAzirTgJEcelcpbEsG+SVfRs1oIMCszTfmMp9xWqorrh8KNofCO7ZpnLNSuewpyriqKHAACkc4FLjvmoidzUCAVFKcCp+gqtKcmgpEDUw08980w9KAZo6FxqsPurfyrpNViSbS7qN/umJs/gM1zmjcapb/AEb+RrodXmEGk3LE9Yyo9yeKfQ4MR/ER5gFbPBxV62QgDNEcPrV6GIIucVxPc2YWT+RrFm//AE1Ufmcf1r0MV51AQ2sWi4/5bJ/OvRRXTR2OWtuJVLVv+QbN+H8xV2s/WXKaZJjuQP1rWWxlHdGFEcCo7obkOKWA5FOkGVNcVztRRhiV7m3jPIeRQfpmu76LXEW/yX8BPaRf512sh2xOfRSa6KOzMa+6OIZssaegyRxUarkDNToMCrPQWgjHinJwKbjLdKkHWmApOBSoMCmgbjk9KlAwKBMO9RucnFPJwKYB8pPtQwFhNPm+ZDUELc4qdhkVyPQ5kZbIApJ60ij92PpU0y4b2qM8KPpWlI6KY5DhakUZpiL8tTIMGtihx6UIOc0h54xTwOBTDoOBwtCDPNJ9449KkAAFAhepprnsKd0GTUY+ZqAGsMKD71PGflqGfhV+tPiOVrnqbmE/iILxciqbqA6j3zWjMuVNZ7D5/fNTHdFQ3GnqB71PnJ+hqEDLVYVcnNdJux6DkGlY9qVeFoHLdKYkOXgUrHtR0oUZOTQBIowKUetGKaxwMUCGnLNTwMCkReM0PwPekBBM3NVnNSueahP3sUFoQ9KWL75ND8U6EdTQB03h440989pT/IVyt/cG6v5pzzuY4+nb9K3bGf7PoN846qzY+pAFcyD8wFZ1XokcMY/vJMsRDHNR3T4XFSLwKp3bcda52aMuaSv7p29W/pWkDgVU0+PZZpxy3zVZPJA/OuuKtFG0NkOQZOakNIoAFL05NUMa5wMUirSD5mqTGBSAjkbAqo5qeU1WfigpDOtNPUfWpAPlzTAMuPrSGaekcatbfj/I1a8U3JAhtweD87fyH9aqaadurWv+8R+hqvr85m1aYdkAQfh/9elN2iclWN6q9DPQcirDMFSoIugpZj8mM1ysbDSh52v2ijnEoJ/DmvRq4PwpAZdZMuOIUJz7ngf1ru66qKtE5Kz94WqGrpv0yb/ZAb8jV+oLtPMs5k9UI/StHsZrc5ODipW6VDCamPSuJnailIfLmSTH3XDfka7O5YCzmYdPLY/pXG3S5Q10RufN8NCYHloQPx6VtRe6IrK/KznlXpUh4pinkmnda2OwVfWn0i+lKKAHCpKjWlzQAjgk07GFI9aMjrSk96AK0PDVZJOKrrxIfrVjqK5HucqKdwOM1XzmNfpVuYfKaz1OVK+hxV0nrY6KbLij5QfapRwKiTnA9qkzXQUKOT0p9NXinUAKOKlB4qIdadnFAbg+cUqLgZozS5oAiuOUHsaWE4WmynKkUsJrCpuYVFaQ9+RWdONrg+9aTdKz7wYUn05rJaMcHqMiGZKsqOarQnBzVpT3rrRu3qOJpV4pvU08UxC4zT1NMHSnA4oAkqMglqXNKMA0AO6CoZTUhPFQSNSGkQOaaiktmlPJxxT14zQUQydakgHy1A+STViEfJQDJTLs0e4T+/Kn8if6Vjg/MKtzuREU7Fs/zH9aqKPmzWFV6nM17zLDnCcdapsDPOkQ6sanlcBSfanaTFvladhwowPrUQV5WFa+hrKAqgDoBinKMUlKOtdZuSCkfpSZxS5z1oAEXAzQ54pc1G7UAQSMc1Ack1I5pFHTp1pFiPwlRxj94KkmPao4R89AF21bZf2x/wBtc/nWZey+bdzSf3nJ/WrkjGORXH3l5FZj8ms6uxhNe9cmhPyc1DO5AbP4VIDtTFQrC95fR20Wd8jBR7e9c+5DdjrfCNn5OmvcsMNO2R/ujp/WuiqK3hS3t44UGEjUKPwqau6KsrHBJ3dwpCMilopiONKeVPJGf4WI/WpT0qbVofJ1B27SAMP61XU5FcclZ2OuLuivcD5TV+3kz4PIJ6OUH/fdU5hwaaJsaAIs/wDLy38gf61VL4i5K6XqRKeKkU81Cp4AqUdK6TouSA072pg60ueaLBckB4pM0zcaA9IpEgoY8U3fTHf2oAP+WmasDpVRW3GrCHiuaatI5pK0hko4NZY4uHHuDWtIOKzSMXbfTNFP4i4OxOh4qRTmoIz8v1qdeldJoiTdzTs1GOacTzTsFx44oJpm6gP7UikyQUpOBTN4prNRYBHPFLFULNuOKlTg1lVWlzGqtmTtyKpXa5jb6VdHIqtcD5W+lYMiJTgP7pWPcCrKnoKqR8QL9cVZXk11rY3vqTKcU8GoxThxzVWC4+nZqIHFG/AoGiTNOFRhqXeKVhtisagkNOd8VGDuOaBpgo5BpM/KaM8+hprZWOgLkBO5jViP/V1WTJ5qwBiM0CZVuD+7z71DGMipZwTBj3FJFhVOa56u5jIpyM0snlL94nFbsEYghWJeij8zWbpsBM0tww7lU/rWoOa0pQsrhDuSA04VGTzRuxWpqmPJpRUYf2p26lYY8nAqFzxSs/tULPnigEJ1NBOMClPApMHIPtRYdyGduaWL7wNRyEmTFSxr8wNACyn58e1Z3Jkq85/eGqar+9b/AHqyq7IyluNnfy1HvXReENOOH1GUctlYs+nc/wBKwvsb6jqFtaR5+dvmI7L3NeiwwpBEkUahURQqgdgKmjDXmOStPTlJaKKK6TmCiiigDK1y382z80D5ojn8O9YcZFdeyhlKsMgjBFclNCba6khP8LYH07VhVj1N6T6DZhlay2cqJIi3y5DD+R/pWtkFaybpDHLuyecg1lB2kjpjuSoelWAeaqwHco6VZWutGpIDSE0dBSde/wClMaDPvS0n+eKM+9Ax6sAeelRucniimnrSYABt61PGRUAFSJwaxqx0uZVF1J3GVrMmylwD/eBFaYYEYNZ98nO8HkcgCsU7NMiO4yI/KKsKeKp27ZJFXErsRsSDpSk8Ug/GkPNMEGT9KXp3pOlH40FDgeaSQgnim80hpMBAMHJpVbLUmKcBzUyjdWJkrosoeKiuFyppYzUjEMh9a5TBGOGwuw/wuf1qynWqkymKQ8k7hVmI5UEV003eKNkWAafmmLTu1aDAnmkzR/npR+NBQvSnKwAOaYTSdfpQAj8npSD5RxR3oAqQEVcnJpsw4wOOamAwMCoJOWoAai4FOJ+TFIBSsCBjNAELgPGw9qrTswiEa/eYgCrKHLY9ahUiS8UDonNZTjeSMprWxeiQRRqi9FGKmB4qJalFblCk8U3NB69aKC0HvSg8ik/GkyfWgB8jA9BUOOckU459aTFSAjfMaUjCinAc02U/Lk0wK4XLE1KOMZpgFPA4pAROfmNQsNkjt6nNSScGmXD7YxgZZhgCs6i0M6hveEbTK3F+45dvLjz2Udf1/lXU1S0y1+xabbQEYZEAb69/1q7WkVZWPOk7u4UUUVRIUUUUAJWFrtvh47gDr8jf0rdqlqkQlsJfVRuH4VM1eLKg7SOcTkjioru33xEKOtTJ1FWOCMGuQ7L2OftmwxVjyKuhwBVS7j8i+b+6xzVhBkZrri7o6Fqrkgcn2p34UgFLiqGGeKM0uM//AK6QigBu/FAYE5NBXPWlC8UgAGlzSdKbkdqUldWE1dWLCfSnSwh0OBmkTkVaUjFchznPKphuCjcemauqwwMkVHq0WyZJV6dDSQ4ZRXVB3RutVcn356U7PFIBilAqygoyaXt/9ekI+lACbsUm7caUrnrSBfSkAoI9qM0YppIzQBIpyanQbuCKrRn5vrVuPhq5qitI55qzKV/bkx5RenNVbZwV6jNbjBXUg1z+0w3TIemeKuk+hdN30L+8D3pQ2eaYgGBTwPpW5rYX8KM+1GKXH+c0AJTd+OMU7H0ppWgAyO9KCKNtB460gF3YqMj5j6GlPpTcE+tABge1MbpTyKjINICNeJB9agiwkxPTJqb/AJaLUl/AEhhkTpjn8TmpejTIfxImRgB1p3mZ4FQQnco5qwBWhVhc/jRmjHFL/nrQMTJppOPenY+lIRmgBC245oyPagLzxS4pALmmOdw46ilOKacmgBMcDIFIcU7GO9MYGkBFIOtWtKtlutXtFYZVcuQf9nn+ZFVHzit3wwimeVz99UwPoTz/ACFDVzGvpBs6iiiiqPOCiiigAooooAKayhlKnoRg06igDkpImt53ibqpx9RTh0q3rShL6Nv7yc/gapqe1cso2Z1xd1cqXsAnX/aHSqsRx8rdRWo6cGs+VMnI6inCXK7M3hK2hIGFLx2qNNmOZUHtmngx9PNH4Cum5tysdil4pMxf3/8Ax00u6P8A56D8qLi5ZC4ApCKXcvZxTflP/LRaLhysTFJinfJx+8GaQsnZ1pXQ+VkkZ6CrK8iqanBzuU/SrSN6VzTXvHNNWlYiuY1mjKMKzo1MLbG/A1sMuRVGdAWI70QlysqErCAj2p3BqFMfxOin0J5qUGIf8tV/Dmum6N7MdjjpSjFIDH/f/wDHTS7ov+en/jpp3DlYuBSEZpdydnX8qTKn/lotK4uWQ3FJj0p3yY/1gpCyf31/Oi6HysBwQanQ1X4PR1/OpYzggEg/SsqqurmVWLWpZ7ZrPvbcSESL94VfU54psqfKaxWjuZJ2dzOibjnqKmBFQunzbhj3qRdmOZU/A11RkpI6Y+8tB/BpcCkzH/z0H4A0oaIfx/8Ajpqrj5WLgUuBSbo/+eg/KjcvZ1pXFyyEIpMZHNKdp/5aCjKA/fFFw5WN70hpxZezp+dJjP8AGv4Gi6HysTAqF8DpUxjP1qJ0IH3T+VILEH8Q5rQVVmswjc8EVQKN1xgVfshuRx6VFRXiZ1F1KSIYW2HkdjVlW+lLcICxFRIAOHdFPuadOd9GOD5ibIpce1NBj/56r+HNOBj/AL//AI6a0uXysUYpQBik3R/89P8Ax2l3J2cGi4uWQhFNxTsqesi0nyY/1gpXBRYmMUlKWT++tJwejr+dF0PlYn40xgMU/YT/ABA/jTWjPpSCzKznNa/huTZqGwn76Ef1rJZGJ4U1Z04tHfQHnIkHT60GdWN4tHd0UUVR5YUUUUAFFFFABRRRQBzviFsXUH+4f51TQ5UGr3iRQPsshIGWKc9+M/0NZccyjKk81z1F7x1UtYlonIzWO9wq6ulu3/LRGK/UEf41fM4OVFcN431OTQdW0XVST9mE7QT+wccH8CKi1zXRbi+L/GkvhC9hhGmi4WdS6yGTaMg8jp9PzrlZfjDqrf6nTbJB7szV1fxB0xNc8KvcKmZbdfPiYew5H4jNeE49K6KbTRnVq1IOyZ6E/wAXfEX8Nvp4H/XNj/7NSL8YfEAID2mnt/wBh/7NXn+WAppNaWMvb1O56avxg1JV+fSrIn1Ejik/4XLqOfl0izP/AG0evM2ckAU0MR0pWQ/rFXueoD4xaof+YPZY/wCuj09fjBqH8Wk2X/f168vG9upwKkEfqTTshfWKnc9s8KfEGfxLqxsJbCGDETSb45C3QjjB+td/CcrXz78PrtLHxlZl2wswaEnOPvDj9QK99ilVcA96wqrU1pzc9y4DkVk6nci2khY/daRUP48VeNwAeO9cp4/e4h8LXF5bE+bbMk4HqFYEj8qy30NFpqyTxfrz+FtPTUUsvtSM4Rhv27c5weh78Vwsvxi1Bh+40q0Qf7UjH/Cu5Mlr4w8GjI3Q3UPXup9fqD/Kvn6eB7a5lgkGHico31BxW9J30Iq1KkLWeh3z/F3xAfuW1gP+2bH/ANmpi/GDxEv3rbT2/wC2bD/2auA+Yd6Qk4rWxj7ep3PSovjBqm3Mul2LH1DutOPxk1AdNIsyf+uj15kXIUimBjSsg+sVe56gPjFqh6aPZD/to9SD4wal30iy/wC/r15cC7d8VIE9WNOyD6xU7nqK/GG6z8+kWp/3Zm/wrvPDGv8A/CRaTHqP2cQbnZNgbdjBxnOK+dQgBr2D4UXqSaHcWe754JywGf4WAP8AMGs6i90qNacnaTPTUPANOc/KarpOu3GelHnb8qK5zexn284l1C4tj95VVh9Dn/CuK8SfEObwxrEmmDSUkKqGWV5cBgR1wB9R+FWdU1Z9C+ItiJmP2XULfyhntIrcfmCKzfixpCXOmxasifvbdgrEDqjf4HH51cNHqOUpKLcDJk+MGrsf3Wn2KfUs39art8XfEYORBp4H/XJj/wCzV5/g9jSZYV02OX6xU7noafGHXs4ey09v+AsP61a/4XDqKj5tJs8+vmvXmOTmkdycUrIPrFTuem/8Ll1Louj2Z/7aPTh8YdUPXSLED/ro9eXh27U8BmPJosg+sVO56iPjBqA+9pNl+Er1Mnxhl/5aaPCf9ycj+YrywIO5p6qop2Q/rFTuetx/F2zb/W6POv8AuTKf5gVcT4p6DIP3kF9Ef+uYb+RrxsYpeKXKili6iPV9R+KOmpGRYWlxPJ2MoEaj68k10Pw616612x1GW7cNKk64VRgIpXgAenBrwcEA16z8JG8q21RyfvPEuPwY1M0lEFWnUmuY73VrkWqpIem9QfxOKyvFesv4b0k6olp9qVWVWXdtwCeucHvj86b44Fw3hS/ltiRNFH5q/VSGx+lRaffWvi/warOu+G4i2uvocYP5GudaO50JvpucRJ8Yr9s+RpVqn+/Ix/liqj/F3xAfuWtgv1Rj/WuEvrN7DULi0kzvhkaM++DUHzDvXUkjlder1Z36/GDxEv3rbT2/7ZsP/ZqsxfGDVduZdLsX9w7rXmxJpN5CkUWQvrFTuemn4yagOmkWZP8A10egfGPVG6aPZD/to9eXhjTwXYelFkH1ip3PUV+MOpd9Isv+/r1Ivxhux9/SLX/gMzD+leXBP9o08IKdkH1ip3PWI/jBE3+t0Y/8AnH9RVuL4saQ4xLYXsXuu1h/OvH8AdKXIosiliqi6nscnxP0ARkol87dl8kDP45qloPxBudV8Z6TBFELSya7RHBOWcHIGT2GSOBXlOQOa3vB6ed4s0dQcE30H/oYNKyFPETmrM+uB0ooooMAooooAKKKKACiiigDzz4wyzW3hO0u7dyk1vfxujjsdrD+tZGha0mu6RDqEJ+bGJoweVYdR/ntWt8Zm2+BR05vIh/6FXhnhXxRJ4Y1guwL2c5Czpnpz94e4/lUzjzI0pz5We4zsY/KukY7Y/8AWD+8h6/l1rM8Z6UuveFb20xukMe+I+jjlf8AD8anjvYHA8uVZIZF3IVOQQfSoorpwxtcngHYT/Ev/wBauW9ju5brU4fwT8Q7GTS10rXpRE8a7FkcfK46YPoa8+1tLG31q7j02XzbMSHyn9vT8OlbHxA8OjSNd+1QJttrvL8DhX/iH9fzrluK6YJfEjjqyfwy6Dt1MLA+1KTTep6VoYjGODTlcdhWtq0Mlto2iW/kJG0sUl2ZdvzSB3KqCfQCPp7msxSRww/KgBwb2qRWA7VGCM08N70wLEDA3EeMg54NezeCvEL63prWs0ub+0wrEnmRezf0NeL25BnQf7Q6VoWWr3Gh61DqNty8Z5QnAdT1U1E48yLhLlZ9AOrT2p8tikyncp9GHY/yp83k6lpzxyLmOZCrofQjBFY2ma9a6rYQahbSDy5gN65yUb0Pv2qZrvyLghP9XKcg9g3p+Ncj0djvirq55v4S8Vr4N1W88OaszCzimZY5cZ288Z9iOax/HkmjzeIPtekXKTJOm+UIchX/APrit34neHt8cWtwp+8BEdxgdR/C34dPyrzcDAropq/vI5KsmlyMduppcUZFNP0rUwGucY5oVh6GtiOJ4PCF5c/Z0YXV3FbLKygmPYpkbaexPyj6VkpuXhgD70gJA/tTww7imZFODe9UBLvGOh/Ktfw/qs+i3ov7YnMbDenQOp6g1jBhVu15il/AUgTsfQNjfRX9nBfW8m+3mUNkHpn/ADirLsbe8SYMfKkGxx2Dfwn+n5V494D8Wf2PenSrxh9huX4dmwImP9DXqhuI5EeB3yMcH27GuWceVndSlzowPifprXvhn7dBkXOnyC4jYdQB979OfwrN0fx3ofiLw8+n67MtvMYzHIH4De4NdYlw15E9vKoJA2yK3cH+hrwvxPoJ0DX57VQfs5O+Enup7fh0pwtLQKrcNUZ03lpPKkTl4w5COR94Z4P5Uwv60nFITXScIhbNRlvm5/Sn++K1fEkMlrqVvY+RHC1nZwxsFXBdigcs3qSX/ICkBlK2OgqUN7U1T/eGKcCM9aYEiuo7U7cD2P5VGGpwcUwJAR2zRmmhgadxQAlep/DGHztJ1VVkKSeZHtYdjgkGvLe9emfDab7PaX7lsIXjU/keazq/CzWj8aPSVkS9syJFGGUq6e/QivIfD3iQeA/EmoaBf7v7O84+W+M7AeQfpgivSZLz7POWX/VykZPYN05+vFcH8TfD32qyTWYk/fw/LNgdUPQ/gf0Nc8Gr2Z1zTiuZdDB+IU+i3esxX2kXKTGdMzhDkAjgH6kfyrkN9NUYAFGQBXUlZWOGUuZ3AsKjY4FPP0rVtImh8L6teC3RxJJDZrIy58ssTISPQ4jxn0Y0EmOrDPQ1Kr8dKYm5eGGfepMimgHhh6VJvXHT9KjDe9ODCmA8Ee9LmmBgaeCMUAJXQ+CFDeNNGBOP9Ni5/wCBCuerf8Foz+MNHC9TfQ/+higD64oooqQCiiigAor4g/4Tvxh/0Neuf+DGb/4qj/hO/GH/AENeuf8Agxm/+KoA+36K+IP+E78Yf9DXrn/gxm/+Ko/4Tvxf/wBDXrn/AIMZv/iqAPpD43y7fC1jFkDdeBseuEb/ABr53uFy5rMvvE+v6oiJqGuandohyq3F3JIFPqMk4rPN1cHrPKf+BmmB2/h/xTd+H5PJdTcWLn5oS2Cvuh7H9DXp2l+IrLW7QfZZw8iHcpxh1P8AtL/kGvnn7RMf+W0n/fRp0V1cQyeZFPLG/wDeVyD+dZzpqRtTrOGnQ9z8ZXFtc+F7qK8dI7hcGJGPJcHjb6968l281m3WsaneoqXeo3lwq/dWWdnA+mTVb7RN/wA9pP8Avo04R5VYVSpzu5t8dKWJGkkCKCWY4AHc9qw/Pm/56v8A99GnR3dzDKkkVxKkiMGVlcgqR0IPrVGR9G/Er4fSf8IRo2oWcX+k6LaLDcRqOWiwCxH+62T9Ca8Lb7xHvSN448WupV/FOtspGCDqEpB/8erF8+b/AJ6yf99GmBt4yaNp9axPPm/56v8A99Gj7RN/z2k/76NAHSWSH7XFz3/pUt2uW/CuXF1cKQVnlBHcOaU3VwetxKfq5ouB1Ok6zfaBefaLRsqeJIm5SQehH9eten6D4x07WIzbj5Hcc28h+Zf90/xD9a8F+0Tn/ltJ/wB9GteJGMETqx37Qdw4I4rOUFI0p1XA92vLqH7DPBqUiJA0bAvJwrLj+deHMgDEA5XPH0q5/berSaadOmvZXtS24o5yfXqecZ7VUPOKKcOUqrUU7WQ3gUmPmA9adip7Gzlv7+C1gUtLNIsaAd2Y4H860MT2vQ/ATa/8DY7SMKl9NM9/bFuMsCVUH2ZRj8RXiFxG8M7RyIySKSrqwwVI4IPuK+0dOs00/TLWyiAEdvEkS49FAH9K+Z/jJpq6f8Rr10Tal1HHcDHckYY/mpoQHBEUbT60oIp3TpQA0KfWtCyH+jScjG7H6VSz2q9Zj/RZP97+lMClMmSa6Pw740uNIVbO/Dz2Y+44OZIfp6j2rBfqc1Cyg1Mop7lRk4u6PbbPWoNWtY7mykjkkTjch4I7g9x/SuX+Ic9pd6RbM0ii8SX5Yz98L/Fn26V5xHJc2cvm2s8sL5BzGxXp06VavtVvtWuBcahO00oXaCQBgfQVkqVpXN5V+aFrFPb60cU49aTHrWxzF/w9pr6v4g0/T0Xc1xcJHj2LDP6Zr1X43eDXt7+PxRaJm3lVbe6VR9xgMI30IAX6getY/wAD9HN741N8yZisYGkyRxvb5V/9mP4V9AeItOXVvDuo6e6BluLeSPB9Spx+uKAPjLmkxk0pBVsMMHv9acMGgBoU+tO2kClpetMAGTT6QdKfQAqdRV6DV73RbuC6spMHBDoeUkHoR3qivWpLsDbGMdif1pNXBO2x6boHjXT9VXyGCxSyDDW0h5B/2T/EP1Fbct3GkEkN9Iq2xQjzJD8rL6H3xXhLxZ5XgjoauprerjTpNOe+ma1kOWRzuz+J5xWDo66HTHEWWqK06RrPIImzGHIQ+ozx+lR4Ap3UUmK3scw09a9x8GeBB4g+C95aECO6vrhrm2kYfxJ8qZ9jhh+JrxOCF57hIolLSOwVQO5JwB+dfZOgaaukaBp+nKAPs1ukRx6gDP65oA+OLy3ms7uS2uI2iniYxyRsOVYHBBqAivSfjfpq2Xj43KIFW8to5jgYywyh/wDQRXm4IoANp9aUKfWndOlLmgBACDTwKRRzTxTABXUeAV8zxxoaet5H09jn+lcwK7H4ZRed8QNGHHyzl/yUmgD6mooHSipAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACuhtv+PWH/cH8q56rialNGioEjwoAGQf8aANhhTenFZf9qz/3I/yP+NJ/ac39yP8AI/40wNU133wc0gan4/tJXXdHZo1y31HC/qw/KvLDqcx/gj/I/wCNdP4P+JOr+DJ7ufTrPTpZJkCsbiN2wAc8Ycf5AoA+y68E+P1g661pN/t/dy2zwk+6tn+TVzX/AA0d4v8A+gbof/fib/47WH4q+L2u+MdNj0/UtP0pEjmWRJIIpFdTgjglyOh9KQHOAU4Dmsn+0ps52R/kf8aX+05v7kf5H/GmBrDmrtnxFN+Fc7/ak39yP8j/AI1LHrVzGjKEiwx5yD/jQBrP1NMrJOrzn+CL8j/jTf7Vn/uR/kf8aANjqKYVrK/tWf8AuR/kf8aDqkx/gj/I/wCNAGpSYyay/wC05v7kf5H/ABpRqkwIOyPj2P8AjQB9Q/A3SRZeDp9QZcSXtwcH/YT5R+u6vUDXyjo3xy8S+HtFs9Ls9O0dre3j2oZIZSx5zk4kAzk+lXv+GjvF/wD0DdD/AO/E3/x2kByviXT30zxJqdlIMNBdSJ+G44/TFZYHFTeJvGN94n1mTVLu1s4J50USC3RlUkDGcFjzgD8qxBqUw/gj/I/40wNbpTgKyP7Tm/uR/kf8aX+1J/7sf5H/ABoA2BS9qxv7Vn/uR/kf8aX+1p/7kf5H/GgDaTrTrg52f7v9TWGNXnHRIvyP+NOfWLhsZSLgY6H/ABoA1aawrJ/tWf8AuR/kf8aP7Vn/ALkf5H/GgDUxijtWV/ac39yP8j/jR/ac39yP8j/jQB6R8KtIGrfEDTEdd0UDG5f0wgyP/HttfVVfGPhH4h6r4Mv7m80+1sJpni8r/SY3YBdwPG1h6Cuu/wCGjvF//QN0P/vxN/8AHaQHX/H/AE9vM0XUAuVIlgY46Hhh/wCzV4iBg11Pif4x6/4s0h9L1HT9JWEOsqvDFIHVh3BMhHQkdOhrgjqUxOdkf5H/ABpgawHvSjk1k/2nN/cj/I/40v8Aak39yP8AI/40Aa4FOFY39qz/ANyP8j/jS/2tP/cj/I/40AbHeu8+EsRf4j6YMcKJX/KNq8r/ALWn/uR/kf8AGtvwz451PwtrEerWMFnJOiuirOjMuCMHowP60AfatFfL/wDw0d4v/wCgbof/AH4m/wDjtH/DR3i//oG6H/34m/8AjtID6gor5f8A+GjvF/8A0DdD/wC/E3/x2j/ho7xf/wBA3Q/+/E3/AMdoA//Z", "path": "002424.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002425
Men Tshirts
{ "bytes": 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", "path": "002425.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002426
Men Tshirts
{ "bytes": 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", "path": "002426.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002427
Men Tshirts
{ "bytes": 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", "path": "002427.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002428
Men Tshirts
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", "path": "002428.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002429
Men Tshirts
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", "path": "002429.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002430
Men Tshirts
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", "path": "002430.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002431
Men Tshirts
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", "path": "002431.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002432
Men Tshirts
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"path": "002432.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002433
Men Tshirts
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", "path": "002433.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002434
Men Tshirts
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", "path": "002434.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002435
Men Tshirts
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", "path": "002435.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002436
Men Tshirts
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", "path": "002436.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002437
Men Tshirts
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", "path": "002437.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002438
Men Tshirts
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", "path": "002438.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002439
Men Tshirts
{ "bytes": 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", "path": "002439.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002440
Men Tshirts
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bUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+ZTSjg0poAQ9aKQctT6ADoKbSnmkoAKSlpBQAUjcU6mtzQA1elJk7qcowKQj5qAHdqYeTT6Z/HQA1lwc0lSkZWmBSRwCfwpgJwaQikPGaUNkUAIUphTNSHgUvBFAFYrjioymeKtlc1GF+bmncBtjdCO4Fmx+8Cyf4VrVyTSkX/2kHAjmCg/jzXWipkgCiiipAKQnAyaWopTnC59zQBHNmZSgJCn071jS+G7S4lLzK0mT0dyw/LpW4oxmkye1UnYLlQWNvFEV8sEYxg1z0cBt3ls1B8pWJj/2U44/A11LJuHPIqs9mpYt3xge1UmNMzI43kxjj0q/FbuuMkVZjtlVRgVMEx6UOQhqHAAP51MDTNtLt9KlgNkgimBEkatn1FRHT7Y/8s8fQ1YyRRuPtUuKe41JrZkK2VuvIiX8ag1MiHTpSijJwAo4yc1cLGsLxBdSLZu0ePkyMn16D9acY22Hdt6nlPxduFgv4Id4e5C9fTtj26V45cSGKUI5y4yAPc9Sa9B+IUpfxNPFNI0k6qMk9jXCizCTSSOOFbJPtUPc26JFPyjGNxBweKqMwD5bpnkVv3BjNl8kf7rOVlYYJOOQPasUwhhuckE9BTJZYhWOF1kVsqRkg9qkjOyCKaEH5ZSGX6c/yqp1AAUjHpWlbW0tlKk88TTW4+aRUP3R05/SgD1D4eeHo9VuW1aSIBXby4Y8cKD/APWya95iiEQAUYHSvLfhPNH/AGSgzkLwoPp616oGDAcir6ET3sSjnik7UKaaTxSIIphlTWekxtbkSDlTww9qvyNxWdMuTVoDbVg6BlOQRkGn1laZcEEwOfdP8K1azaswCiiigAooooAKKKKAGucKaqN9+rEhy2PSq7/eqkA9OhH404HDfWmKcMD2NK36jpQA/vQT1poboadxn60ACjilJoJxWF4h8S2vhqxm1DU122MYHzxBpH3HsUC8D3zQBuUhNeH2f7QenQSOt/ZXV0C/D28SxhV+jMST9TWkv7RHhM/f07WV+kMR/wDalID13OacBXj037Q/hdF/caVq0jejpGg/Pea4Pxj8ctb1+3NppEP9kWrcO6S7pnHpuwNo+g/Gi4H0bqOu6TpKE6hqVpagdfOmVT+Wc1y178X/AALYNh9djmP/AE7xPJ+oFfJE08txIZJpHkdurOxYn8TVfNFwPqK7/aC8HwEiGDU7n/chVf8A0JhUR/aD8JeSsn2PVN5GTH5SZHtndivmKii4H0Fqv7R1uqldI0CR2PR7uYKB/wABXOfzFcTffHbxvdOTBc2dkD2gtVOP++91ef21jdXZb7PbySBfvFVOF+p7Vr2fhG5uhum1TRbJO7XOpRAj/gKkt+lAG3H8YPGbyj7Zrd1LF3SHy4Sf+BBM1b0/4ia/c6j9ot9LbUJxwivLcXGf97c7ZHsNtdt8PfhVZXFkb4a9YXke/BeDTxIQR2V5h/Ja9n07SIdJh8u3klPGCXYfyAAFAHNeB9S8U6zaNc6/pK6PGmBFbLHjzBjryxYAfQde9dWDsbnpU1RyDvVIB5GVzUatgkU6FuCp7VDEco394E0ATock1Hdv5Fs8voKfCMsT2qtrBzFFAOsj8/QUdQMa4BgsIM/fdt5/nXYKcqD7Vx+rvuuREvSNNvHrXYJ90fSiQDqKKKgAqmJN8harEzbYmPtVBDg1UUBeU5BpM1HE2T9akxQAE0daWjOKAEwaXBpM0tABRRRSYBRS0lADWrA1M+aywHlQfNf6Dp+v9a3pGCoWPasLU8WdlcXE3TBkdj/DgdPp2qkVE+c/F8rXPia6bcS3mbVJHXAx/OqTxtc6jFZJCznqY17kDufTvU2uHdrMzoCFaQybj1w3OP0p1tYX6K+sgSIVG+Qj+GNjgfhWfU3ZmaojfaWikkVvKOPlHyg+g9hTZLNIbMpLGTO5G3HUClu1C60y/ehM2c5zkEcV1NraDZa3OYmWNjbyZYfKyndk+3Tmi1xHNXXhx7SOxZmObhgW/wBkZwP5Guj0y1aB5zKfMt1idPmHBGOeab4s8W+HmeG20+d7oxKsbyImF4OdwJ64OenXNWbm9hksbNIYXY3TboLaP/WzdySP4VHqfyNNqzBNNHX/AAwQxosag7Sm4+xyAPzzXscQGwGuM8NaGdO02G6aIJeOA0iL0A/uj6V18blkHpVJWRlUab0Js7c/Sot+VzSu3yH6VFGcxH2ppEEi/MKryxcE1ZiHyClZckii4GSQySB0OGU5BrdikEsSuOjDNZssB2k45NS6dMoL2pJ8xRvwfQ0S7gaNFFFQAUUUUAFITgZpaQjIxQBCRkmmOPmqbYR70xqoCIDkoe/Sl5YYP3hTiAwFBUkAj7woAgYkZH5UGYMgz64qUgOOetUrwNDG0qgHbyQfamBdU8etcZ8SNK0P/hE9X1jUbC3mnhs3WOaSLeyk8LgE4zk9a6+CUyxI+0ruUMVbqM9q8P8Ajz4s1rTL2HQbeRI9KvrLdKDEGZ23sCMnpgBenrSYHz+etFFFSAVatbf7VOIhLFFkHDSttX6Zrf8AAfhc+LvFtjpG5o4ZSWmkXqsajLEe/b8a9zt/gVoFtrFrPGkklrFNulju5vNEyY+6AoXBz3JPToaAPJtL+GyXmzzNXlmZhnGmaXcXQH1baq/qa27P4MXj329dN1q7s8cLIkNkxPuWdyB/wHNfS0ax28cUMabEACIqLgKAOnHQcVY70AeJWHwgli+54X8PW/8At399cXjj/gKhFroLX4XXSACTVNLtF7LpuiQIR/wKTea9M6000wOFT4V6G5DX93ql+e4lufLU/wDAYworX0/wT4Y0g5sdBsIm/vGEO35tk10X0phBP8J/KmALwAo6DgD0px6U0ZBwad2oAj70yQZFOJ5NMJ4pgRK+x6iB2XbLnAbFOlP6moLhsSBu4pgacA4rNvJVOpl2PyQR5P1q+JhHbGUnjburm7mUuGGeWO5z/IUICO3VrzUUz1eQE/nXb1y2lQhL23DfeclvwArqamQBRRRUgV7vmMKO5qsqGrcwDFfaowAMVaegDUBBBqXNRSzLEpJpwOQD60gH5NLmmg0ooAXFcZ4r+J2geDNUg07V/tYlmiEoaGIOoUkjnkHt6VT+MWoazpPgOS/0O6mtpoLmNppIR8wi5B+g3Fa+YPEfiLUvE+rNqeqz+dcsipkKFAUDAAA6ev40gPbb39oizh1YRWWkPNp6yBWneXbI6d2VcYHsCa9J0X4g+F9et4ntdWt45JiFWC5cRSbsZxtbqfpmvi6u2+GGhf8ACReNra1ZXcRRPMMHoVGV57c4ouB9iUVlaNpP9jW80Ec8sqSXEk43nJXcc7Qe4HqeTWrTAicl5Qo6Lyfr2rG8Rw77eFZAzWoctMqjOcD5c/7O7BNbROx8noT1qrqtwlrpV3cyY2wwu5z7A0DW586PpSa54wvYYTmGSZySn9weldhBdaVpfw/N3q7hEiHlNxlpCRjao75x09s1W8FWYsGuNWvmjt0KFmklIVUHqT261578VfEWn6tq1tY6LdJPptsm/fHna8rfePIHQYFJaK5rN20MbVby0ggVrORZPtEZ2oT80S5OC2OjYHSuYEjgMAzANw2D1+tRUZpGTk2Fe2fBzwvfXEMutPdqkO7aqABmYjpv747hfxrifAXgW58X6oEcPHZxjfI4XkjOMD3JBA98+hr6Q8HeEE8M2LqEVJJyCY0OViUfdXPc9y3c00gWmpsaVZPaRuJJZZnkbe7u2efYdh7CtVcL9DQqgLSOB1qhDZmBQ1HH90j1GaZI+eKSNsKPbinYC3H92nqKZGMKM1IWVFLMwCgZJJ4FSAkm1ULMQqgZJJ4Ari7TX45PFgmRv9Gb9wD6jsfzqPxR4hN2jWdm2IDw7/8APT2+lctGShBz0rnnV1sjsp0Pdbl1PaBS1maLfjUdMhuM/ORtf/eHWtKtjkas7C0UUUCCiiigCvcSCC2llPRELfkK4XTbm6tfmguZFBOShO5ST7H+ldZr8vk6JdHOCy7PzOP61yFr90Vz1pNNWOvDwTi2zprXXI2wt1H5bf315X/EVrxukih42VlPdTmuNPTIqWCeS3+aJ2Q/7JohXf2gnh1vE61vWqty37oj14rJXXriNR5iJKP++T/h+lZWu+Ko49LuVW2lEzoUTDAgM3AOfxreNSL6mDpTXQ111K4/4Rqa/UJHMkckgZkLrtUn5towT8ozgd+K+d/jV4kh8QeKrSOzmSa0tbKMpMnSQyASEj04K8dsGvpXTJEk021wmP3Sgj04ryz40eCtFudKPiEyizvbZY4THGqgThnAXI7Yyef8KtmZ82UV0fjGCxsvE95aaeLX7LCRHG1tMZVcAD5ix6se/oc1zlSB7N+zvZrL4u1K8Yc29ltU+hZwP5Cvb/FXjfQfB1tHLq955bygmKCNd0kmPQDt7nivkrQPFuueF0uV0W+azNyAJWRVLEDpyRx1qhqmr6hrN615qV5Nd3LAAyTOWOB257U7ge36n+0ggkZdI8Pkr2ku58H/AL5UH+dctdftBeM5z+5TTLYdvLtyx/8AHmNeUVcs9PvNQmEVnaT3Mh/hhjLn9KQHoq/HrxusWwz2LN/fNqM/ocfpWTqPxf8AHWoZDa9LAp7W0aRY/FRn9azk+Hfi9k3voF5AnXdcqIR/4+RUA8G6qJxE4tt+eUiuYpHH/AQ1AEUnjTxTM+6TxHqzt6teSH+tbOk+IPFF4I1jsbzVfm5Z2uJS3/jxUflXSeFPhU95e20txD4lUb1bzE0+O3WPn72+WTn8FNfQOieG4NCHyahqV4+Mb7y6Lj8FGFH4CmBg/Du61680o/2xoS6OsLbUiO4tKMfeG45Udveu57U3HBpw6UwK7HDGo2fnFPc/MagbmmA2RwTg1UnbcFb0pZmKyYJqrJOBjPTFUBPqF4Ps8MCHkjJFVIIw3zyHCLyaqiRppcLyT1PpU0jM6iGP7g+8fWgC1plx52uxOeAchR+FdZXDafIY9TgdegcD+ldzUS3AKKKKkCOQZxVaV9gJ60mpXYsdOmuSm/yxnbnGeaxpdbs7iEMk6Ln+Fzgiqi1ew+VtXJJpjLJjPFacD7kX6VgRTLJ86Mrj1BzWpYS5UqT0q2tBGmKUU1TxTqgDx79oHRb668LWerW0832eylKXMCsdhV8AOR7EAf8AAq+aK+xvHuj6treg32n6ZDFOuoW5hl8ycoYWHzIyg8EE8EcHkHnpXykPDurDVZdMksZY7uISGSOX5NuxSzZJ44AJpMDGr1b4Bakll8RGtnxm9s5IVP8AtAh//Za8pra8Lay2geKNM1Uc/ZbhJGHqoPI/LNID7hxmkqvYX9rqdjDe2U8c9rMgeOSNshgas5FMCGZmSMsFLYGcDvXJ+JtVtL/T49Jt5TI97IqSIg+aOMHL59OmK7IisLV5EtHhk+yoUy0lxcFgiwRquS7HGT6YHr2pjTseH/Gm/FnpWl6NA4Q3BaeZF4yi8Jn2zu/75FeJV0/jnxMfFfim61FQVts+VbIf4Yl4X8T1P1rl6TBu7uFdF4P8N3XivxNa6Pa5XzWzLJjiOMfeY/Qfriudr6i+BvgwaJ4X/ty6jxfaoAyZHKQD7o/4F97/AL59KQj0bR9GstB0+30/ToVhggjEagDkgdye5/xq+Rmnmmk1QCGq8r4FSOwAqjPL9aaQEUkpAbHpRbyF5CG9jVaZWmR0BKhlIyDzmrdxa/2fZi5eRmCKPMOP14qm7AXmnjhgaWVwsajLMe1cXrOtz6kTHFujth0Xu3uf8KTUdZOouIkytsh4H98+pqsdpXOK4a1a75YnfQoW96W5mSKduT1qpJ8prTlXIIxVGROMVzpnVY6fwPqXl3MllI3yyjcn+8Ov6V3teM21y9hexTxnDRsGH4V69Z3Ud7ZxXMRykqhhXZSldWPPxMOWV+5aooorU5gooooA5zxfJs0dU5+eZQf1P9K5yAgKBXQeMc/YLbHTzxn/AL5Nc1Eelcdf4z0MMv3Zog5Apw6Z71FGcqKefu9azRbRBOQBxWPcW5vL20hH8VwufoMn+grVmbg0zSYvM8QWQxxmRvyUf41rSV5ImekGdlBCIo1UccCuC+KVhFZ+AtbFnp8krXKmW4nDElfmBySckjP8IwAMn6+jFcNiq2o2S6hpd3ZOAVuIXiIP+0pH9a7WecfHni/SdI0e606PR7+W7SexiuJ/NAzFI2Tt446YP41zFesePvDdrF8NPCniOGIR3Sxrp93t/jZQwBPuNjDPuPSvJ6kAq1aWlxdzhLa2luGHJSJCxx+FVa+ofgNJZ3HgCTyrWCO6huXgnlRAryDh13EcnAcgZ9KAMD4eeA7nVNFivTp+k6Qu94yLiw+13EmDgk+axCc9ttemaR4HsdHs1tIr29+z5JaGGQQRsT1yqAfzrobe2htYjHAgRSSxxyST1JJ5J9zU2DtAJycdfWmBlReFdATBOk2krdd06eaR+L5rWigitoxHBGkSD+GNQo/IUq05qAE/nUfepKYRzmmAUooFFAFWY4JqsJBuxnrU918tZckuxg3cc1SAS+l2zH2GKypplJIJ4HWm3t8izKjSL50pOxCwBP0p9rEHdS4XjnFMCa2jZl4G3P6VLcL5UW1RjtWhGmFGBwPSuc8Q63baXlGIkuDyIgefx9BSbSV2NJt2Rq6dbPPdxrEMbWDE+gFdjXK+Br99R0M3EoUSGd1bb04xj+ddT2qHK4NWdhaKKKQjC8UyeXoc3+2VX9a87kHmJtPNdz40l2aZEn9+X+Qrh1GVzXNWfvHdhl7hnrHNbTGS3leJv9hsVv6P4luLe7ijvWDxMdrSEYYf41mTIMGqIkeO4jeP76sCv1B4qYVJJ6M0nTjJanskM6SD5TUwqC3y0CF1CvgbgOgPerIFdzPNIYVdExJKZGyTuKgcZ4GBXG/ErTrj+w7fxBpkQfUNEuBeov8Az1jAxIh9QU/QV3NLwRgjI7ipA+P/AIm6DZaXrVtqukKo0fWoFvbUL0Qn76e2CenbOO1cJX0B8R/hxdywpp+kO7W9t513ptn2KsQ00K+4PzKPQsO1eAEEEgjBFIDuPAHxC1LwbrMLLPJLpcjgXVqTlSueWUdmHXPfvX13bzxXdtFc28iyQyoHjdejKRkEfhXwXX0p8BPGf9o6LJ4Zu5c3NiN9tk8tCTyP+Ak/kRTuB7KM15n8adJuJvCN1rFtqMtu1pbPBJAD8kySOm4H3+XivRRC4vHm86QqyhfLJGxcZ5AxnJz69q5z4k3sWnfD3WLiVYmPkbIxIoI8xiFXg+5oA+PDazC0F2Y2FuZDGJCPlLAZIB7kAj8xVOu++J9jZ6Lr1hotgx8mx06BHG7IMjLuZsdMnIJrgaQHVfD7w03i3xnY6WQfs5bzLhh2iXlvz6fjX2bHGkMSRRqERFCqoHAA6CvBv2bra3I1+6IBuV8mMHuEO4n9QK97JxTQBn1prMewpSajkJA4NMCGaV1H3aoSzMx6VbaN5Or4FVZ5EQeXH+LVaAjhUyXMa+rAV0DKGUqwBBGCD3rI0uPfdFz0Rf1NbVRLcDzfxDpB0m+EkIP2aU5T/ZPcVUhbeteh6pp8epWEts+MsMqf7rdjXmyq9rcSQSrteNirA1xVoWd0ehh6vMrPcmkGPeqjqME96tuwYVVlJVjXOdaM64XjjrXdeAtT8+zlsJG+eI70/wB09f1/nXDzsewqxoOonTNYt7jOEDbXH+yeDW1GVpGGIhzQPZKKapDKCDkHkGnV2nlhRRRQBzXjP/kGW/8A13H/AKC1ctC2ea6jxp/yCYP+u4/9BauWthlQK46/xnoYX4DRi5WpG6U2IfLT3HBrNGkilKPlzVzw9Hu1yFsfcikP54FVJfStLwwudVnb+5bqPxLGtqK94yrP3GdS33xRyOnWh+MGlrsOA8W+INl5vw78WaSozJpGqrdxoO0UrBwfoBIw/A185V9c+LdORfEsfm8WHiKyk0e6PZZsM0DfU5dfyr5QvLWWzupbeddssTsjD3BIP6g0mBVr379m+5Yx+IbQk7Q0Eo9j84P9PyrwGvb/ANnfW4LXV9V0WUqJLuNJ4Sf4imdy/k2f+AmkB9EHpTGqO9vLbT7Oa8vJ44LaFS8ksjYVAO5NeRa/+0DodlI0Wj6fcak68CVz5MZ+mQWP5CqA9kWnHk4r5h1D9oPxXckizttNsl7bYjI35scfpXN6h8WfHOopsl1+eJT1Fuqw/wDoIFK4H2DkHoagubq3s4vNup4oI/70rhB+Zr41k+IXjGZNknibVSp7fam/xrEu9Svr9y95eT3DHnMshb+dFwPsG6+JHgyzcpN4k08MOoWTd/IGqjfFfwaSVt9Va7cfw2ttJIf0FfH3Ndb4c8Ea74gC/wBmT2oEgGVF0N34quW/Si4H0xb+NdP1t9llYaw/q/2Bto+pzx+NJqV4trbTTyBtqIXIxyQBmvLNM+BuvaaFu7rxHHasnzbbNXc/TLbf5Gu0uLOGPTLi2hUcwlWcDBkbbjce2T7VS2Glc4G41G41W6N5cH94x4A6IOwFdFpOq6lGAFvJcdsnd/OuWtV/fbPeuosIsKK45SaejO+MU1ZmxPquoyQkNeTdP4W2/wAq5S4/1hJ5J6k966OVcRnntXPXK4Oaz5m3qaOKWyPUfhiT/wAI7Pz/AMvLfyFdtXF/DeLb4YLEYL3DnPqMAV2ldcdkedU+JhRRRVEHI+Oji0tP+uh/lXGxnjFdT4/lIFlEP9pv5CuRjcbea5K3xHoYf+GNuGwOtZwY+cCOoOauXLfKap26mS5VByScCpjuay2PZ7KTzrWKTj50Dce4q2Ko2cBs4IrZjkxoq59eKuqa9BnlDxS00GlzUgYfinS7rVNFYafIsepWzrc2bt0EqcgH2YZU+zV8v/ErSYI9Vh8R6dbmCw1fc0kJGDa3SnE0LDsQ3P48dK+u815D8TvCiNHeSIoXTtXdfNJ6Wt8BiKb2WQfu2PqVNFgPmOtrw1r114X8RWOs2hPmW0gYrnh16Mp9iMis2eGW2nkhlRkkjYo6sOVI4INV6QH3XpGq2ut6PZ6pZktbXcSyxlhg4I6Eevaud8a2cGuahoWgXODZy3DX14rHhoYRnB9i7JmuH+A3jeK80ceF72QLd2m5rTcf9bETkqPdST+B9qk+JlzcXlz4yFpcGJ9M0W2gZgcHEsu91/4EqqKAPCvGeqLrPjLV9QRg0c105jI6bAcLj2wBXP0HrRQB7V+ziZB4n1hRnyzZKW+u8Y/rX0axrxL9nPTPK0TWNUZBmedIEb2QZP6sK9pduDzVIBd1QyP6U0yVGzjvVJANlkIUgd+9UW64qw53ZJqsaYGrpKYikf1OP8/nWnVTT02WcfqfmP41brN7gJXF+MtM2Ompwr1wkuP0P9PyrtKrXdtHeWktvKMpIpU1Eo8ysXTm4STPL433LUc3PSluYJLG+ltJfvRsV+vvTSd1cElZ2Z68XdXRQmJzmqhOCau3K+lZ5+8aUWVJaHrXhHU/7S0KLc2ZYP3T/h0P5V0NeW+BdTNlrf2ZziK6Gz6MPu/1H416lXfTlzRueRWhyTaFoooqzI5jxscaVD/13H/oLVzNkCQK6Txs2dPtk9Zs/kp/xrCsY8RiuSv8R6GG/hlofKMGh3yOtLIMLVOSXB5NZI1auOf3rc8MW5jNxMc5lCEZ/u4OK563jfULyK0hPzSHBI7DufyruLSBbe6nRBhFCIo9gtdVBdTlxErLlLMg+WhegofkU1OmK6DkM/X9Hj17RbjTnkMTyANDMvWKVSGRx7hgDXy34m0ufUtM1TVZokj1HTNSkh1COPldshyrKehAfeMdgRX05/bpltry4gsrq4W2YxKEjKmaQHG1A2MjPBY4HXsM18keI9SuLrXdRuobGKwilmeOWOzdjGxySQWyQ3r6e1Jgc1WnoerXehazaarZPsuLWQSIT0OOx9j0rMopAdx4t+JviPxdatZ39xFHZlgxt7ePYrEcjJ6nHvXD0V1fgmyt9V8Q2lhJpD6jNNKFVDIyxgHu4XnaOvBFAHKV0tt4F8S3dsLldHuIrcjImucQIR6hpCoxX0ta/DO1NmttfS2qQqwcQ6bYx24Ujp85DOceuQa3LTwT4etJBL/ZUE8w5E15m4fPrukLEfhTsB8sWXgS7u5di3ltM4ODFYrJeP8A+QlK/wDjwrp9M+DOt3BDDS7iRD0N7ttQPydm/wDHa+n0VY0CIoVBwFUYA/CkosB474d+Duo6eyyTt4dtypyMWBu3A/3pCBn/AIDXrdlb/Y7SK3BB8tApKoEDH12rwPwqyKQ0wKOojdayD1Brh9uVZfUEV3V7zC30ri9uJnX0JpjR5fEm3UnX0NdZYD5Qa5qceXrdwPSQj9a6SxOEFcU1qehAuTD5DXO3q4rpJOUxWBfpnp6VmtzRu6PWvA0Qi8IWHGCwZj75Y10neue8FMG8IacQc/uyP/HjXQ967VseZL4mLRRRTJPNvHUxbWljycRwr+ZJNc2GO3itnxWWm8Q3YweGVR9AorGeCRATyPwrhqv3j1aCtBFa4firPhqL7V4gs4uoMq5+gOT/ACrOuXYKSwrc+HpSTxPEX6hWK/XH/wCuqpasmtpFnq90u0rIPoaEbNTyoHiZT3FUYHOwbuo4ruWqPMLY5pc0iOGFPwKAG5qtqFjbapp89heQrNbXEZjljboynrVvFIRSA+YPFXgyaHxdP4bvCBc3kXm6XfPwt1KvAUnszrhW/wBtVPQ15bPby208kEyNHLGxR0YYKsDggjsa+zvF/hGw8Y6MbG93Ryxt5ltcRj54JOzD+o7/AJV518QvhFda5o0Oq2csdx4ighAuyibFvsD72O0mPzoA+eLK9udNvYb2zmeG5gcPHIhwVYdCK73V/GZ1bwPrVzPNF/bGuanELuOPI2wwxDacehbP5GsTxH4Pk0rSrPWbF5bnTLn927vHtktpxw8Mq/wsD09RXJUgCiip4oXnmSGNSzuwVQO5JwKAPrL4PacNM+GGkgrh7kPcv/wJjj/x0LXauCRkVBpmnppmj2Wnx42WtvHAuPRVC/0qyQatAVzmmEZqwV9RTdoPfH1qrgVZBhKrHk1cudoIG7NVUGZQP9oUAdDENsKD0UVJSDgYpayAKKKKAOD8d2HlzQaig4b93Iffsfyz+VcvE+ehr0zxJBHceHr1ZMYWIuCexHIrym2LFx1xXHiI2dz0sJO8bdie45BFZrr8x4rYkiyhPoM9KzZFG+udM6+gyCV7eaOdDho3DAj1BzXt8EolgjlHR1DD8RmvD3HynivatNBGmWoPURID/wB8iuzDvRnn4xbMu0UUV0HEcv4yjLW1q/YTY/Mf/WrKtFAUVt+L2VdMhJ6+euPyNYtqwKCuSt8Z3UH+7JJ/uGsS8zjA6k1szcg+lY94NrZHrWdjZMveEcx+IQrc7oHx+YruioFw5HcA1w2iME8Q2b9A25D+Kmu7J/0gj/ZFddH4TixHxg3SolODU3aoSOa2MDN8Q6dc6votxYW1wtuZ1KOxB5XB447E4z7ZrPvvAnh7U/DlpoV9p6PZ2qgRKrGMowXG4Fcc/WujFKBQBxWnfCLwPpsRRdDhuGaPYz3LtKT78nAPuAKq/wDCmvA62d1bJpLAzkkSmdi8WRxsJPGPfPvmvQaO2aAPN7H4KeDLS0t4p7GW7lhYs00szAyk9mCkDHsK7G08N6LZwQ29pplrBBE4kWKKMKu4HIYgdSDzk1ptycU9OtACkElSGxg5Ix1HpT6O9B6c0ANpp6U6mt0oAAaD0poNLmgCpe/6o1x8gxdv781118f3RrlZx+/B9qpDR5rqqhNduCB1kP8AOtmxkGwfTvWPrmV8RXiDp5mfzANWrSbYgzXFPc74bI3DJhazbmMtnAqzbFrgnA4q5LZqsXTmsmao7X4eXHneFYY+8Ejxn88/1rra86+HN2Ib3UNOb+ICZP5H+lei11wd4o86qrTYUUUVZmeY+IlJ8VXf+8v/AKCKBCrRYIBqbxKhj8UTH+8Fb9Mf0pYcFK82t8bPXo/w0ZF3YRFD8gFUNIb+ytdtrlThUkBb6d/0robhAVOKw54vnJFOk7MdRKSsezE/ISPSs4AkkYx60zRbo3WhWs2fmMQBPuOP6Vc2h13CvTizyGrOxGFZORyKmSXPB601Dxg0pQGmxE2aKiXKnnpUoqWAhFHFKabigDk/HNtZ2ng3xDeG2gLSWUnmqyAiY7SF3DuQSMHrXyt410C28NeK7vSLWd544FjJZwMhmRWI464LY/Cvqr4jDzvBs9oOt5c21t+DzID+ma+TvF+o/wBr+M9ZvwcrPeSsn+7uIX9MUMDBrovAtsbvx74fhCFwdQhJXGcgOCf0FYBdim0sduc4969f/Z80qO78X32oSIrGytPkJH3Wc4yPfAP50gPpRhyaiIxUhplWgGEGonqX7px1FMZl7imgKMvL0Wy7rqIf7QpZCNxx1p9gM3sf4mm9gN2iiisgEoorL1rVU0jT3nbBkPyxr/eahuw0m3ZGB4w1Uf8AIMgbLNgzEdh2X+tc7a2oAHFQxGS5uGmlYs7ncSe5rWjUBa8+tPmZ61Cn7ONivcIDEQaw7lQvSt26bAOa565LTTiNAWZjgAd6yirs2k7K5a0LS5NY1eGDB8pTvkb0Udf8K9hACqAOgrC8MaGNH08BwPtEuGlPp6L+Fb3avRpw5UeRXqc8vIdRRRWhicr43yNOtiDwLgZH/ATWNYSZjHNb/jSLzNCL4/1cqt/T+tcrpkvygd65a3xHdh9YWNOU8Vm3a7ga0JGytUphwax6m6WgmkyZ1XTx384A138hxd49VrzzS8LrdnnoJ1/nXfyv/po/KuyhscWI+Is1Ew5qQHNIwJrY5xlKDSYpCMc0AP60ufSmjpTqAGc7qeo5oNNBwTzQBKKO1NB4paAE701qcetNNAEfelzSGkzgZp2Aq3pyhHtXLz/60fSukvGJjf8AKuckGZR9aYHnGuYPim7/AN4f+girduiMnI/OqOsc+ILxweRKR+WBVu3beuB1rjnuz0IaJGxp23DYH0rTlAMeMdqzdOTYoHXPWtN+IjWbLV2yt4Zm+yeNLU9pt0R/Ecfyr1yvFYJjbeI9OmB+7cp09zj+te09q3ou8TkxKtIWiiitTnOF8Zw+VqtpcgcSRlD9Qf8A69UYD8gro/GdqZtE89R81u4f8Oh/nXL2UmUHNcNeNp3PTw0r07diaZeKzJ4uTWs/zA4qjOvyms47mstjpvCF1u0Z7fPzRSkfgeR/WuhhOMr+Nc74TgA0mV1HztMc/gBW5+8Qhu1enD4UeVU+NlsqCaAMUitkAinUyAozRSUAOzS02jOKVgOD+Ll8um+EIbljgJextn3Cuw/UCvlvxLaJY6utsqbXS2g80d/NMSl//Hia+kfjfCb/AMNaPpoP/H5q0MP55H9a+ePHknn+PvEDD7ov5kX6KxA/QUgObr6D/ZutALHX7zHLSRRZ+gJ/rXz5X0r+znCU8HapKf477j8EFAHsBODTSadIMimA5FWgGMfaomfAwRVksAKryMD2poCpMRngYqbTRm84/ummSJiNnPHpU2lqfPduwXFD2A1qKKKzAidlRC7EBVGST2FeZa7qj61qpZCfs8fyxD29fxrf8Za35Uf9m27fvHGZSD0HYfjXK2UPINc9edvdR24Wl9tl60h2r0q25wvHpTU+VPSoZ5dqnNcTO9FHUJ9sZyf1rW8D6P8AaLhtUuFykZ2wg927n8KwbW0m1rWI7OHOGbLN2Ve5r1mztIrG0itoV2xxqFArqw9P7TOPF1bLkRZooorrPPCiiigDL123+1aLeRAZPllh9RyP5V53YvjntXqki742X1BFeVWybJHiPBRiPyOK5662Z2YV7o1wcr1qCXvT4+ExTJOhrmOtFHzWt5lmQfNGdw+o5rtdOujeWFtdnrIgkP48muJmXr7giun8JyiXQLMZztTZ+VdeHe5yYlbM6hDlQaUnBqKA/Jj0qUjIroOMMU0rQp7U+gCEEg4NOBzTiAaQDFACN0pm75qc9QZO400BZBzTs1Ep4qQGkAppppaQmgCM0xjgU81GeTTQFC+Oy2c96wgN0g9ua2dRO6IqPUVlYEayMT91aAPKdQkL6vcvnrMx/U1dtDkgZxVHUYzDfyqeoY5q3YnLKK4pbnox2OmsR8gq7J9yqtiAFFWZjhTWbNEc9qD+Xcxyc/JIrcexBr3FG3Rq3qAa8I1Ql5VQdWbAH1r3aIYhQHso/lW9DZnLi90S0UUVuchWurdLm1lgkHySKVP415pbxva3EttLw8TlD+Br1PtXB+K7T7Hq0d6oxHcrhvZx/wDW/kawrxvG/Y6sJO0uXuRLgrVO5XANWoDvQGo5IXlcIoyzHAHqa5UdrN/whu/s6UMCFMpKn145roMckVUsrZdPs4LcchFwx9T3/Wr2ARXpRVopHlTlzSbREnyvt7HpUpFMZTj3HSpEO5aZIgpaQ8UUAGaWkozQBxfjWybUPEXg638mSSNNVM8hVCVUJExGT25xXyf4lcyeKNWc9WvJif8Avs19yg8j618ieIdBto/B2p648ZF43iWazV9x/wBWELEY6fexz7UmBwFfVPwFg+z/AA1jlIwZ7uV/qBgD+VfKw619mfDLT20z4caHbuoDG1Ep+rkt/IihAdUSCKTAHFKVzSbSKYCEqByKjaRFGcClmU7M1UZWfvgVSQEVxMZTjsKt6SPmm/CqbphsVd0s/wCuHoRRLYDSrL1rVYtI02S5fBbpGv8AebtV+SRIo2kkYKijLMegFeUeI9cfXNUxGSLWI7Y19ff8axnLlVzSlT55WKySS311JcTMXd2LMT61swxKiD3qnY24VQSKvM2OfSuCTuz1Yq2gskm0YrJvbgtiNMlicADuafe3QUEA810fhTw6ylNTvk/eHmGNh90f3j7+lFOm5sVWqqcbmp4V0L+ybLzZl/0uYAyf7I7LXSUUtegkkrI8iUnJ3YUUUUxBRRRQAnavMNRjNt4gvI+wlJH48/1r0+vP/F1uYNfjuAPlmjB/EcVjWV4nRhnadiKPn6U2QYOKW3O6MewpZFyK5DvW5RmHStL4fz+bo5XP3J5F/wDHjWdccBeO9TfDZs2t8n9y7kH611YbdnNifhO/j4Y+9TVCPWpAa6WcIjDByKcDkUHmmD5TjtQBJmko7U0/WgBGqA/eqY1AfvU0BMvSng1GnSpKQC0h6UtIaAI2qNuhNSNUZ70wMm4YnP1qjex+VYnP3nOK1fKHmEsR1rK1mTMqRg8AZqgPMvEUJivy3ZwCPw4qPTz8y1reKYMRRSdwxH4GsSwbEgrjqqzO+k7pHYWfKD1qW4OIzUVmSYwabeuRGfpWDN0YMn77WbWPI+adB+bCvewMCvBdPUz+IdPHdrmP/wBCFe99q6KOxx4r4kLRRRWxyiVj6/p39paTNGo/eqN8Z/2h/nFbFFJq6sxxbTujzbTX3xc5Brc0izM18Jivyx8596qQ6a0fiG8tE4TfvHsp5/rXWWsSQxhUACjpWFKk73fQ7KtZWsuopwQQaerY4NIyDNGMdK6ziJcZqM5jbPY9aVW7Gn4yKQCggijFRDKHjpUoOeaVgEopeKQmgAr57+K+jwaJ8Nlgt2Yxy+JLiUbuvIkGPwxivoLmvJP2hYS3gCzcDhNRVjj3Rx/WgDwDSdJS80HWr5/vWiwKg9DJKBn8gfzr7R0u3W10mzt1GBFBGg/BQP6V8o+HfDt9J4JnnVCU1e+s7S3wPvP5smR+G0fnX1qsYUBR0HA+lCAk4pCQKMYqCR+cA0wEncsNq9TVZ1KqRmp8Y5qNlJUsRgCqQFZVyc1c0v7sx/2qrIMQMe/rWFruuyaLo7rACJ7htqv/AHRjk/WlJ6Dim3ZGf458S7mbSbN/lB/fsD1P93/GuX06EuwY1lxlp5yWJJJya6awiCICa4akrnpUoKKsX4xsQCqt5dCNetSXMwijBz1q/wCG/Dp1aUX9+p+yqf3cZ/5aH1Pt/OsowcnZGk5qC5mL4Y8NtfyLqN+n7kHMUbD759T7fzr0PoKaAFAAGAOABTjXdCCirI8ypUdSV2LRRRVGYUUUUAFFFFABXK+NbQy6bDdKOYJOT/snj+eK6mqWpWovdNuLY/8ALSMqPr2/WpkrpoqEuWSZwFk/yDnirbjisuxcrlXBBU4I9DWpkFRXCepcz7oEdqk+Hi+Xc6zF/dvCfzANOu1zGPaoPBsvkeLtTtjwJ4o5198fKf6Vvh371jHEr3LnoueKXPFLgEU3Fdh544OO9KeeaZszQCRwaAHZFJ+NFFIBGNRgDNPNM4z70wHin96avWnUmAtIaUUhHvQAxqrtnJqdvrULZqgIfL5yegrn7477uRuwOBWzeXBjTaDyaxpfnZie9MEc14mg36axA5U5rj7RsSLXqsWnR6jMbSVQRLDIAD644P515TEpjuGjbhlYg/hXNWWp10H0OvsXPlCi/bMRHeoLBiYwMe1WbiLKkmuRnYkZnh2MSeLdKjbp9oBP6n+le6dq8Q8J4k8cafnnEhP/AI6a9v7V1UfhODE/GFFFFanOFFFFAGe1qE1OS54zJEqfkT/iKlj4OKWRszcdBxSjrmqWiC9xzUnFO601hjpQAjDHNKH9aUHIpdooAMg0DFJ5YPTijaR3oAdmjGaQGloANtc54y8LWvi3Rk0+8LiCOdbhkQZMm3Pye2fWukzRSA5rRvDFnaeHvD1k8O1dK2TRpj/loEZcn3+cn64rpRgUE45qNpBQAkr9QOtRrGByaTcSflHWnhCfvHiqATrwOgqCdyfkUVM7YG1abFEPvmmgK86+Vahe5rjfGsO/SYXA5WUD8wa6+9fc4UdBWB4ni36DIf7rK361M/gZdP40cFZW2GB5rbR/LQc8Vn2p2/WtfTtMm1q6EEXyRLzLJj7o/wAa8+zbsj1LqKuy1o2itr14skgZbKI/O398/wB0f1r0SONIo1jjUKijAUDAAqGzs4bC1jt4E2xxjAH9T71aHNdcIKKsebVqOo79B1FFFWZBRRRQAUUUUAFFFFABRRRQB5vrFv8AY9fuo8YWRvNX6Nz/ADzT42+Ue9avjS3w9peAcgmNv5j+tYsJLJ1riqK02elRlzQQ6dQYm9cVkWUv2PxnpU/RZg9ux+vzD9c1sOQVxXP6zuhjiul4a2mScf8AATz+hNOk7TQ6ivBo9bU8UtVoZ1kto5QeHUMPxFSCYdDxXfY8wlprYpu8Gmke9FgH5zQPpTRSjg0ABxUfGetPIJpu00wHLUlRrkU7NIB2aaWFBPGKTFADc5zxUM7iNCxqdiAKytSm+TbnrTQGfPKZXJ/KmxxFzk0+GEvyasPiGEmmA3Sf+RgjGeFjYD8q808S2X9n+Mr+HbtVpi6j2bkfzr0Cym8rVIZuwlUE/Xj+tc/8TrLydfsb5RgTRbGPup/wI/Ksay0NqLtIz9PHy4rQuF/cn6VQ00blq/cn90eO1cLPSKHgNC/ji3yM7Ukb6cV7PXkPw4j3+MZ3Of3cDY/EivXq66fwnm4j4xaKKK0MQpCcAn0pahuGxER60ICunzMWPU1LjioYzU46VbBCqaUjIppHNKDSAaQR0pQx70+kK5oAMmjJpAcdadQAnNHalooATmjdS03AoADz3pu1T2oPHSkwTQA4ACgnAo6CoyNx56UAIME+tPkISImnKoUVVuX3fKKe4FJ8u5Jqhrke7RbkEZ/dmtPaFNUdZVn0ydVBLGMgD1NOWzKj8SOD02wuNRvUtbdMyMeT2Uep9q9T0nS4dLsVtouccs56s3rVTw7okejWQDKDdSAGV/f0HsK3BXPThy6vc1r1ud2WwtFFFaGAUUUUAFFFFABRRRQAUUUUAFFFFAGN4itftWh3KgZZB5i/Uc/41xNs3yjntXpToroyMMqRgj2rzhoTbytGeWjcofwNc9dbM7MLLRomcYGaz9QtlmgeNvuupU/Q1o53L71XmA8s5rDzOtI6LwlfLe6FBFJjz4F8px7rxmtwxA1xfhlY11GWIuVeT5hg9cV2ihl4Y7h616MJc0Uzy6keWTQww4oCH1qYH1pCuelVczGAYFHNBBFJuI6igLi7uKUMKZvpwZaAuOzzS9qaGWk3igdx+aQtgUwuKjeZVHWiwriSyACsq6HmToMVZkkz8x6dqpyTc5HWmBNkIoAwKq3AMmBnik3O5PWnCB2xnimBn3hEMI29Q4bj25qf4lW32nw7bXajJgmVs+zDH88VHqKAOidSa19btTqPgOaPG5/socfVQD/Ss6mppB2aZ5/pR+QYq/dkCIk9Kz9JIZEPYqKvXx/cnNeez1UWPhhFnW9Um/uxhP8Ax7/61epV518LFyuryesyD9DXotdkPhR5lZ3mwoooqjIKrS/MrE+lWaqysFPl5G4jIGeSKaAjiHFS0kYAUU/bmqYBTacFNBB9KQBQGpBQRQA7INGKZijJ70APxSYNANGaADBpeKTIooAXikNJ+NB6UAGM0YApMmmnPegAkfA4quw+UmpSMmmvjFUgKxGWwKiuAu9QwyMjI/GrKjMmaq3JzI2KoDfoqKBxJBG4OQyg1LWIBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADQOBXC6xELXXJ1IwkoEq/j1/UGu7rmPFtoHtobsD5o22Nj0P/wBf+dZ1FeJtQlafqYBYbcDpUEzApn9KlC4j69OtMaHcM1xs9ONjHvmkhCzIzo8bhgyNggj3r0DSdUkuIYhOpy6gq57/AF964+eNJEKyKSvQ1ci1C/ttL+y2yW8wA/dtMGyPrgjNdFCqoq0jmxFFzs4ndHOM4NKDWV4f1OW+slW5VUukHzqpyPqPatnA9K6k0zglFxdmM4NMIxUu0UmwGncRA2O4puAxwDVgxe5pvlEdMU7iIvLI75o27RkmpCGUfdJqtL5rnaFYCgRG8hJIGKhZj61J9nkxgIaPsbnjgcUwKErNI21eakjsjgFqvxWYjHYnrmnlcfhTuMq+UkSE45qPcAhbFPdXkbaMAZx1qvfbljCBwAetIDKmfz7pnPRQT+QrrrOES6HBCwwHtwpH1WuXSBUgnfGcJjJ9zXV6X5n9mW/mfe2D8u36VMiuh5RpkRikaL/nmSv5HFTau2y2Zie2KntmQ6lfkAKBO/4cms/WXDRtzwK4JbnrQ1VzovhQ+601Qd/NQ5/A16NXmXwqV/M1Qg/uxsB+vP8ASvTa6o/CjzKvxsKKKKozCvO/F91dP4gi8velvBHhZo2wQ+eR7dq79yQjEEA4OCa8zvpJpLlpI5nLFjuxhvwZT94e45rfDr3rmVXaxbtvEer265E8FygPCzDnH+8OfzzWjF4/s4iBqVnPa+rp+8T9Of0rl5pbdB80VqHxkkloz19KpGS0lkKPCu3n5hc10unTl0MlKcT1DTvEei6qpay1K2lI6rvAYfUHkVrcMMjkeorxS5Fs0AtYEijRZN+Fw2T3JJ6n+VXbV7iGLZZ3l1bYXC7Jjx6cHisvq19Uy/bpbnrwxRgeleSReIPEtuAF1dnI4PnRq2alj8feJLcgPFY3I56oUz+RqXhanQarwPVio9KbtFebR/FK7hVjd6GpK94rjGfpuFX7H4qaPdQtLJZX8SoQHYRhwv1wc/pUOjUW6LVSL6nc7aNtc3D8QPC80Syf2rHGrHaPNR059ORWrBr+kXP+p1Szf2E65/nUcsl0Kui9sNJtb3oSaKT/AFciN9GBqUc+9IZDtNO7VJikouBHTGb0FT4qM9aAIwGPY01lJ6CpqQ469PrTuBD5ZHJNU5EAY/WnXmrWFmpM93EoAyQGyfyHNc3ceMrGQyLZxyTFf4nG1f8AGq1SuwWr5VudbpLM2mxbxggsPyJrQrN0O5a80WzuHADSRBiFHHNaRrIHuLRRRQAUUUUAFFFFABRRRQAVn3es6Xp08MN9qVpazTnEUc86o0h/2QTz+FfKH/C7fiH/ANDD/wCSVv8A/G6pL8WPGy6hcX41ofariJYZJTaQElFLEKPk4GXbp60AfYGo31vpWm3WoXL7Le2iaaVvRVGT+grJj128tNIu9T1zTV0+2t7drjak/nOEAyQ42gBvYFvrXyxffFzxzqVhNY3et+ZbTJskT7JAu5fTIQGqknxI8VSQ30R1CFVv8/ajHYwIZiTkliqAk+/4UAfW+napezI39rWEdjL5XnrDHcGd9nfcAo+YdCF3D35GcjUdbuNT8LaneR6cbWGKbZE+pM9tviAUmYgxlkGSwAK5IXPGePmtvi947a9ivDrubiKJ4Uf7JBwjFSwxswclF568fWq1x8T/ABjd2d9aTayzQX7FrlRbxDeSADyFyOFHTFDVxp2dz3U315b2VzcTpYTtDNFbRxWV3JI8k8hASP54kAJ3L3OM81auLq6sbFmntoJr0zx26W1pceZukcgIu5lXHucYwDycGvneH4geJ7eCCCLU9scFx9qjH2eI4l3btxO3k59e3HTipR8R/FguDcDVR5paJt32aLrEWKH7vGC7fXPOaydJNm6ryXU9+vZrqzsWea1gnvBLHCtvZ3Hmbnkbag3Mq4ye+McHk4NWLVLqNZUuhZiaIrvS2uDKEDZ25JVTztbtjg81882/xJ8XWl1c3MOsMs1zs81vIiOdgIXGV4xubpjrTbf4ieK7WS7kh1Uh7t1edmgiYuVBC8lTgDJwBwMn1qfYlrEs+kPtMsLgq7LxglTg/nUzXeriMvZ6zKDjIWdEkX+QP6182t8TPF7/AHtXz/27Rf8AxFIPiT4uClRq5weo+zxf/E0KE1swdam90elSfHLxJpOqXVhf6dp155Dld6bosj8Ca27L9oXS32i/0K8hPdoZVkH5HBr56u9SvL65kubmbfLIcs20DJ+gFQefJ/e/QVum7anLK19D6wsvjX4IvCFfUZrUn/n5t2UD8Rmuls/GfhnUUDWmvabID0H2hVP5MQa+KvPk/vfoKaZGPXH5CncR93RyxXC7oZElU942DD9KDG2fuv8Aka+Fo7y5hOY55EP+yxFWP7b1UDH9p3mP+uzf407i1Pt7y2+84Kj3qMz26ZZpYlH+04FfD8moXsxJku53z/ekJqRWdlBLucj+8adwPtd9U02Bf3uoWaH/AG7hB/M1Uk1rS8Z/tOwAJ4/0qP8A+Kr4z+uT9aQkMMFRii4H2E/iLRLVC0utaauM/wDL3H/jXJar8UvB9i7F9V+1yD/lnaRl/wBeBXzQUQ//AKqTaB60cwHrniH42XN1aTWuh6f9lEmP9InYPIB7KOB+Ne5+Db55/AWjXlw5kk+wRvKxJJLBOck98g18ZxxNLIsUSkvIQqgckk8AV9ca3d/2VoWneH4WJmNuiOcYIjUAfhkjH4GolLqXGLk7I520V2hmnPWeQyZPuc1Q1cBrTdyADzW3IQkI4HA6Vj6sPMttowK43uetHax1Hwqg2aRfT8fvJwvT0H/169BFcB8L5gdO1C3/AOec4b8x/wDWrvxXVHZHl1fjYUUUVRmUdUm+z6dPJ3C4/PivNrySFJ2dgwJ6+ldx4puBDp6JuwZH/PAzXCMI5SVfHPr3rtwy0uc1Z62I/knAQTvjoQxqu+lhssgBPqMVN9laNyV5HZT/AI1EkoQ7GA465rqXkYeoxI3gz+6BHcjrVmN4XGC+wkdGGKifhVIOQR0pkjIyhWHGPXpTETy25wDtDL6jFUHtiwbb6k1ORLEcxuSmOmccVIbrahEmDu45GD61SEzLMiRRyCaLzE478g0llEgt57qJQrh8R4HyuB1BB7VLMUijkDAEMf4hkCrvh0rFpL7N2ZCzncm4cHnjPPSiTsOJz2pRxfbLOFLb5Bvm8qXDYB+XHHbK8VZh05LqTLWqRIOpAwKdExk8WXQ3CMQxpFleMHajH9WNa5Q5ZASfrUQta453vYzk0eKNmMMpTH8QOOavJBqCooh1O7TA6C4b/GpjCBHknn0FIPMLE8bcU2kwTYJd6vAw2azfnnvKW/nViHXPEzzhItVmCDqzojf0qCN3ILFOg/HFTQPtAOwoDwOah049hqcu5qTeJtZgwGvU+boTEM1j6r4w8QtKq6fqsYkK/NB5Sb89iM9c+lS3aJcxAgcisB7dlLLuDRk5wfy/lUeyi9Ui1UezZ058QahLah3vZQQAHLHZg45PaoXuo50D+e06Ecszk1gx79zBWcqeqkbhncOx7Bc1qRSGNNsMURTvix6/h60uVRKu5FHVbow2T/ZAZCxBURruJHoAOaihknjRhcReVJKgZUb74Ge/ofb2rQd790CpHJBF1beVhUf98/NWHPcRHVY4oj8zgqSAQpIA6Z571jWdqbN8NG9WJ7N4TyPC2m7upgU/nW5WN4YK/wDCOWAUsdsIU7uuRwa2a41saz+Ji0UUUyQooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAq0jfIv0qrVhc7B9KaAdupNxNAFO4pgJRS5FIelAGr4Xha58W6PCoyXvoRj/AIGK+kb6Q3/ivUZ2JxFJ5CD0CDB/XJ/GvCPhVH53xN0BcAgXBJB9lY5r3BpCuoarK3U3cvT/AHjWNTY6MMryYtycq3fFZt3zGR14q0swkJFV7z7nFcz1PQtY2/hjJsvNUg4yQj/zH9a9Kryj4dv5Xim4XP8Arbc8fQg16tXVD4UeZXVpsWiiirMjjvG24SWbZO0B+PyrkTt88q52kdB613Hi6GWe0thDHvYMSeQOMe9cdJpd5Jw0Ofqw/wAa76ElyK5y1U+Yi8x4SuBvQ9Vb+lJ5ltcjG7a5PR6nGn6iq7RDkL2LL/jSNo9y6qr2zL7q6/41tzR7mXK+xVuLV42JVcjsRj0qq4JJ38celaY0zUoGCRplT0UuCP1NNuNOvJosGAB+mQw/xqlOPcTi+xnb23EDDAgdPWgy5QBsFevzD2q1/ZF7uyLc9P76/wCNV59I1B0K+QeMfxr/AI0+aPcXLLsOCxyWUmEzuzwRnHFSaLbl9MZWDEo0gXJwRx1FEWm6kkQEYKE9iVI6fWruj2F3GtyDDtBY5wwwCc9Bn6VEpLuVGL7HImOVtd1V4hkrdyA8dgkI/rW3sdT1I4B6U6x0i/i8T6iTbfupJi4O9e6x9s+xrTv9NuVlLJCckf3hx+tEJpJK45xbdyi0hELYfODxjtSDzQiYfJPXinjS9QERDRHZ1HzLnr9amTT71U3eUxI7bl/xq+aPcjll2GIrs4+UYxjkVIGOVUqCMfwmp47S58kDyGxnk7xn+dWo9L8zaohdSOo3DH86hyj3KUWZkrxpGBg/nmqEyxkAkHOCea6RtD3gAowA6DI/xqN9AVhzEePcf40lOK6j5ZHOiFTgqoCgdQKlE5hiKCQg/wB4mtn/AIRdyf3QOT2YjA/Wq58J3ckm5ipH+9Q5xfUOWXYy1hFxhPPJJ5b6elWbbS4Z9RjtL1CtnOwaO5QjfBKBj8VIx+VaK+Fp4P4z9ARVqy0G7l1G3t5MLEX3ltwJwOTWVRwlFps0p80ZJo7bStOGmadFaeaZBHn5yME85rQpAMAAdqWuA6m23di0UUUAFFFFABRRRQAUUUUAf//Z", "path": "002440.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002441
Men Tshirts
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", "path": "002441.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002442
Men Tshirts
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", "path": "002442.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002443
Men Tshirts
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", "path": "002443.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002444
Men Tshirts
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", "path": "002444.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002445
Men Tshirts
{ "bytes": 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", "path": "002445.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002446
Men Tshirts
{ "bytes": 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", "path": "002446.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002447
Men Tshirts
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", "path": "002447.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002448
Men Tshirts
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"path": "002448.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002449
Men Tshirts
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", "path": "002449.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002450
Men Tshirts
{ "bytes": 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", "path": "002450.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002451
Men Tshirts
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", "path": "002451.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002452
Men Tshirts
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", "path": "002452.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002453
Men Tshirts
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", "path": "002453.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002454
Men Tshirts
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", "path": "002454.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002455
Men Tshirts
{ "bytes": 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", "path": "002455.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002456
Men Tshirts
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", "path": "002456.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002457
Men Tshirts
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", "path": "002457.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002458
Men Tshirts
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fpQA1U5Ef/An/AKCrB6ZpFQLxnLE5Y+pqXacUAQ05eab3xihTzQBKBQ0fynijHQ1JNkWzkelADtC8Q6r4Y1IX+kXDIVP7yIn5JB3BFfSPgjxxp3jTTfOtz5V3GAJ7Zjyh9R6j3r5XsJBIJIjyynJ9wa3PDWuzeFPE1nqdsx2o+LhAfvxn7wP4c0AfW9FQ29xHdW0VxCwaKVA6MO4IyKmoAKKKKACiiigAooooAKKKQkAZJoAWmPIqDk1BLdKAdp/GqbzDOSck0yb32Lclwf4eKpzXJHU1A0vbNVJSXfHNFw5S6JWfJqKMkMQenUY9KWLhMc0/HPHWgo5zV9LWKR7uIHk5ZQOKgsSpnXIH5V1EirICrDKnqK5+60+S0ud8Skwk5GO1AHRwKpiBBxx6VFeO9vavKrcr0FFi4eBee1TXkXm2bqqkg9gcUAQwsZSFLfNtBNPkiO3AJJqO3iZZ5HxgcKv4Va5PNAFQ2hb7xPPYUwxRwfu4+pOWJNWpJVQHnLdqqR8yFzyc8UAWWbEe2hFyvWkCn+LrUijFABgAY/nTSg6jg+1K/LAU7aTxQJpMEnnj+7IWHoeauWt8s5KMNsg7etQLEFXccVjSP5967oxVUHBHrT9SHFx1idbmlNZOjagb2Jlc/vEwDWr3qWrMqEuZXFooooKCsbxF/wAesP8A10/oa2axvEX/AB6w/wDXT+hoAvaZ/wAgy2/65irdVNM/5Blt/wBcxVugAqrf3aWNhcXUhAWGMuc+wq1XF/ErUvsnh0Wqth7uQL/wEcn+lAHh/iS9e61KBpWJM8rO/uTXP63lbmIk5ZVwT/KrniCfy9QtWPRWFUtU/eTLLnjlT/SgDSsDjSXPrisYkmYn3rRsWI0aT2as5ATLQBoQLhBxT3PBNJGML+FI9ACxetOJO7jvUacKKfQBOj7Rg8j+VQ3NnbXiYmjDjse4+lGKMkHjigDJl8NRZ3QXLoewYZqe30+5txteeJ0+hzV4ykA/KfqKhaQsMYcf8BNACkKg+Z/wAqGS5P3Ylx796UqSfuufrwKb5Z7sF9QnX86AK5DFvmyx/uev19BViNNpLMcuRjPoPQUm1VGAMU/tQAg+/Uvao161LjigCsw+Y00ffp7jDUzvQBZQZFPmH+jN9KZF2qS54t247UAc7pzEatJz8uw596vWn+kX07HokR/M1jbjFcs4OCSR+FdBoyD7BNN3kJGfYUAe/wDwZ8RjV/CP9nSvm501vK5PJjP3T/MfhXpVfMXwh1v+x/H0MDvtgvgbdx2z1X9a+naACiiigAooooAKKKKAENU7iUFtp+6eKsSNgY7msq5mY3CKOlBO7KjytbTlJCWU8g5oklLfd4FS6hAJYfMH3lFZ0U3GGoKLagnqaAOaRGBFSL1pgSJxTwO9IuBThQAu3PPf0prDAII4pw60p96AIFAQ5UY+lP8ANO3AFKQuM00qOooATz8VGZmckCnbMnnHHvS7R/8AqoAi2HPzHNTRoBz3oxmnrQApANOA4pMc09VJpANCEsDVlIgOtEaY5qRmCqT6UwMnVrvy0EaEgnrWZYOzzeWfuk0l7MZrhiTnk4osTtuc46CgCXTZvsmqjnCOSrV14ri54yJS465yK6qxuVubVXBycYP1o3RmtJW7lyiiikaBWN4i/wCPWH/rp/Q1s1jeIv8Aj1h/66f0NAF7TP8AkGW3/XMVbqppn/IMtv8ArmKt0AFeOfEzVftPiAWqnKWke3/gR5P9K9gdxHGzscKoJP0FfOWuXjX2p3Nyx5llZ/14oA47xD88itUFuwu7XaeSBg1b1hN6fSsfT5/IuQCflbigDYsQRpk6N95XAP5VTUfvcVqwoPIuSP4tp/nWYv8AryPU0AXl4UVE7c1IBhRUDE5oAkU9KkHNRJzUq8CgB46UxqeD8tIwGKAIzzTSAPWnHpTGOMUAB5pnanDrUch4oAYx5p3amCnUAPTqKk/gqNDUjdKAIJetRipZM1GKAJ4OtOvW/wBHP0pkJxSX5/cH6UAcpcNhyfc11GmL5WhxZ4LAt+dcpKDJchB1JwPqTXZyqIbSOID7qgUAYsNzJaXyXELFZIZBIhHYg5FfY2g6mmtaFY6lGRtuYVk47EjkfnmvjOTiU/Wvo34G6z9v8HSae7ZksJio5/gbkfrmgD1GiiigAooooASlPSkpHO1CaAZVnbLGs2cZmBq4X3E5qtKuXzQxR2Jwu+FlIzxXOyDy5WGO9dHCPl61h367bl6BjI5cVZjkzWepqZJNtAGkGzUgOapJOKmSXJpgWe9Gc00HNPNADCKaelPam0ANpRS7eeaXAFAAKcozTcc1IooAUDvUyLxTFHNTAGkA8DAqC8bbbOenFTjgVT1In7K/0pgc1n5z61LbEiYkelV9w64qSI7WBoAvuoYVZ0OYw3TwE8OMge9QRfMKjkLQTJMnDKaaM6miv2OuBpaht5RNAkg6MoNS1Jad1cWsbxF/x6w/9dP6GtmsbxF/x6w/9dP6GgZe0z/kGW3/AFzFW6qaZ/yDLb/rmKt0AZHia5+x+GdRmBwRCwH1PH9a+d7h+TxxXt3xJu/s/hKRM8zSqmPUdT/KvDZmO00AZV8N0ZrmZhtkOOoNdPdf6uuZuBiZxQB0umS+dpzt3wM1SjXNwx7Cjw+5+zXSnoAp/U05DiQ+pNAFhzgcVHBDJdXkVvFgySuqKCcck4FOfkVPohx4h004JxdRdP8AeFAHWn4VeJI2CsLLLHAxP1OM+ntWLr3h3UPDV7HaagIhI6b18t9wxnFex68+zx/4OYMVjkmueM9cRHrXDfFp2bxFZbgQRbEf+PmgDC0Hwbq3iGwkvLEQeTHJ5RMkm0lsZ4H41fv/AIZ+IdPsp7uZLbyoYzI22bJwBk44pumXb6Z4PstVzIqWesHzNpwCjxFcH15xUXhPUrm8tZ7S9eU/2ZpV7kOxOWlI25/M0AOs/ht4hvrCO8hS2EMkayKWmxwwyO1VdT+H2vaXNZxXEduXu5xbxBJgfnPTPpXX+K3nb4eeH9OtpXjlukD5DbTiKFnP8h+laer35vrPwTeHLedeW8mB1+4M5/GgDiB8LfEe0sBaEA4OJvfHpWfL8PvEH9tvpAhgN0kKzN+9G3YSQDn8K2PFOo3Wn+IfGFmZnFtdbI48McCVPLbj0+Umu7bEnxKuoyjlTpUIJX6tmgDzWH4V+JZmKqtpkf8ATf3x6Vx88Eltcy28gAkicowB7g4NeyeAdDsbfxl4laFLhjY3awW6tOzhUZAWGCcE9eTXkepEHWL3ClR9okwCOnzHigDrbX4WeJLmNHRbQBlD4M/OCM+lVL3wLrdje2dnNHB5t4xWLbLkZAyc+ld1440i3udE0y//AHy3TT2lr8szJ8j43AgHH41oarbLp2teELONZPLimkjUZLlQE29TyemaAPPJvhh4iTZuFmN5IH7/AP8ArdK5jW9GvPD+qy6bfCMTxhWPltuGCMjmu81SOQ67daz9pmF4niMWaOZmCrBtHy7emOa5/wCJYKeOr1STlUjHP+6KAOXjOKbe/wDHsTSJ1FJeH/RyKAMHS4vO1qIHoJMn8K6e9PBrA0Fc6y/+yrGt28PUUAYU3+sNepfAjU/svi+4sWbC3ducA/3lOR+ma8um+8a3vAWpjSPHGkXbHCLcKrfRvlP86APr+ikFLQAUUUUAFVrp9qgetWO1ZupXEcEbSSuFRBkk9AKaJfYjByaRxzVLTL5dRtxcIpETE7Cf4h61fIJFIolh5rF1P/j5PFbcQOKxNQGLhhTAo98UtFJmkBIjYqxG+MVUB5qSNsGmBpRuGwanqlEelW1ORQApoxThRz6UAGKQjmlpGIAz+tAGFYeKNPvtZutKVwtzbyGPDH72PSugHWvmPxzfNbfEDUbqxnKSRzhgyNj5hivoDwdrkfiDw7a3glR5CgEgU5w3vQB0SCpRxTFFP7CkAtUNUbbZv6Yq/wBqydZkxaFe5pgcxI8sW6QFSgGSDwa5y1+IFhNf+RLDJEhbaJCRj8a6gIGjZT0Iwa8V1mxlsNSnhlRlIc4yMZGaAPf7OVXVSG3AjII71NcR/KK4f4ea5JqFm1rO4MtuFA4/hrv2+ZcUAXNEl32XlnrG2PwrVrC0omK9lToHXP5Vu5py3Mqb923YWsbxF/x6w/8AXT+hrZrG8Rf8esP/AF0/oak1L2mf8gy2/wCuYq3VTTP+QZbf9cxVugDy74tXp3WFkD0VpSPrwP5GvK5j8vJ5rt/iZcGbxbMmciKNE+nGf61w0/Q0AULjoRiuauhiZ66OU5zmuevV2zNQBpaB/wAet6fQL/Wnxcyn60zw9zaX3/Af60+M/viBQBYapNKlWHXdPlchVS5jYsegAYVC/ANVJD2oA+ir82OpeJdC1AatYRJpzSyMjTLly6Y45xwa4L4qXdvd+IbM29xFOq23JjYED5j6V5xb6ddXKeZBZzSxj+KOIkfmBV9dNvrePfLZXESDks0RA/lQB33hjTLfxB8O9Y0eS+tbWaa7R42ncDBAHOM/WtY6LY6Lb+Jb4X9jJ9utFWKKOQErtTGPxYZrzqPSr84/0C5OR/zxb/CkmsLpHVGs5ldslQYyCcdaAPR4dD03xDbeHZNR1KzeytLSRGt5JdreYyrg9RgDFJdJb6LpfhDTptUsrh7TUUVpIpQRsBbBPPGAQK8ul0+6zg2cuT0+Q1UOn3TF9lpKSp2tiM8H0NAHsHiTwvYa1/bC/wBvabHJe38d5CzSA+XsQIQcHnPPSrqanp4+JF0Vv7Ux/wBjxKH81dpYMTjOcZrwuXTLwIWNlMFUZJMZ4FUCBjGB+VAH0T4bFnper63fyavZst/fJNGizqCAExhsn1714jqLJLrN+6HKNcSFSDnILGqUek6gw4064I9RCf8ACrUVheq6R/ZJxI4LKvlnLAdwKAPd9RgtNc8N6bFFq1lC8M9vdMJZl/5Z4JHB60zXdQsT4t8MMLy3ZEnlLsJVIAKdznivGYtLvsc2Fx/35P8AhSPp946uI7OZtpw+2InafQ8UAeo3vhiOTxC8reJdNOjyaiNRktgy+b5mOgbONvArgPidLBP47vJLWeOaIpGA6MGGdo7iuem0q+RTI2n3CxgZLGEgADvnFUPusVxjHtQBInam3Z/cGlQ1Fen9wRQBT8OjOo3LeiH+dbF50JrK8Nf8fV39B/OtS86GgDEm+9TYnaKZJFOGVgQfcU+Uc0wCgD7N0G/TU9A0+/U58+3R/wASBn9a0q4L4QX5vvh1YKzZa3Z4T+B4/nXe0AFFFFADGO1SfQVwHxAvHjsYoVbAlYhsd67y5bbC1ecfEBGa3tHCEgMwLDoKYt2dB4cIbQbIqBjywOK21AzXO+EI5E8OW2/qckfTNdGgzSGTqorB1RcXBIrfHA61iaoMvmmBlHmkpaQigAHWpFPNRA4NSp1oAtxE5FXE6VUi7Vdj6UAPHSjNFFAAckVzPjPxNa+GdFM1xvJmJjUJ1yR2rpJHWKNndgqgZJNeB/E7xXFrU93pihFFjcAxsDnzBjBoQHm1zIZpZZGZmLEkknkkmvcPgWLoWGoK0eLYOpV8febHIrwzBkcDHAPWvqj4d6dJp3g+wSXiSSMSMAOmaAOtX60uRTQcUE0gFJrE1tj5aitmsXWBuVaYGOp7VjeJdBi1vT9oG2dPmRwOfpWyOBSkZxQB5l4AMtt4uWDLAFXVwfavbY+V96898N+HpbbxHeapOCgdm8pc9QepNehQDigAhbyb+J+xbafxroa5y4BVQ46qQa34nEkSuOjAEU3sjKOk5IlrG8Rf8esP/XT+hrZFY3iL/j1h/wCun9DUmpe0z/kGW3/XMVbqppn/ACDLb/rmKt0AfP8A42l87xhqZz/y2K/lxXK3DYzzW34gm+0+Ib+YnhriQ/8Ajxrn7h+Tg0AVG7msO/Hzk+1bBbJxWVfrgg+9AFzw4B/Z12e+VH86mQbHLHvUXhwf6FeL6Mv8jUshw5FACs2aqP8AeNTlqhcZoA9S0jWJtD+EGn3sM3lgaqEnwA2Yy3II+grdu9Q1LVvhxf6jqMm37WrTW8S/KI4S4CKfU45/Gub0vTpdY+E2nWMFm9wDrCtMqHBMYb5j+Rralsb/AEX4eaxpGoQyCOwkdbKZ8ESQsy7SD7ZIoA67xFrN1p9z4fFtKqR3WpRW8pxndGV/T61z/wATdsaWkaE/LaT9+eStafi3T729/sE2ULv9m1CKWV1XiNArZY+wNY3xJdJYLKQgE/ZZ8nGOhTpntQB5NMzYPzHp61a1uQ+TGuWDb8kbv+maVTlZSrcjoe9XNdVBDE3AYtgn28uOgDN0xmOpIu44KSd/9hqzIcGSP2IrU0pc6khyPuSd/wDYasyEfvYwOfmH86APc9e8T6n4augIiskF5ZkWS7Af9JGFAJ7gg5/CtoxTW/ibwzHcyK1ythcLLtGAW2rnA9M5pmt6ZPfN4cNvaNOlvqUUkm1c+WgU5J9un6Vb1CRG8ceHZsYJt7onI5H3aAOY0zxTrlzf6ZeXU0BsNSvZ7JbMRbWhEfRg/Ukkcir11rNxpvh7xfeafKguY78OrFQy4bYDwevU1k2Gi64uo6dp0+lvDb6bf3V816zr5UiS7tgXnOcmr1zp8+paF4xs9PiDztehUTIG7aFYjP4GgC8NcvblvGmn3Eq/Z7GzRoBtAwzxknJ75NeEX15NqF3JdXBBmkwWKqFHTHQV7LYWt/PY+MtYvdPlsEvrVBFDMRv/AHceC2B2zXiTHKj6UAPjbiortv3RpykgVBdNmM/SgBPDoxeXh9FH8607s5BrO8P8T3h9l/rWhc80AZUoGKiwCKnkFQjigD3v4A3m/Q9Vsyf9VcK4HoGH/wBavYa+fvgHeeX4i1SzJ/1tsHH1Vv8A69fQNABSUtJQBTvX+ULWdJBHcRtHKiuh6qwyDVu9bMu2oVXFMmIW8KwII0ACLwqgdKtp1piDmsjxDr6aLCgGGnkOFB7D1oKNCC6MuqXMWflSND+JzVXVKpeFVkmjuryTJ81hgnvjrVvU2JPSgDKzQelJRjNADepqeJc1EnDVbhWgCxEvSraDC1HGnNTqvGcUAJindsd6Dj6VynjTxdbeHdGuJvNVpgNqRg8sx6UrAcj8YfFdxYWiaRako1ypLyA4IUHoPrXhjuzkkksx6k9c1reJNYk17Vft0khdnjXIB4Q45ArNs7aS8u4raFSZJXCL+JxTA6bwF4fuNb8S2Som6COUNKx6ADmvqSJQiAL0AwK5jwb4fbQNBtLaYxNMqAM0a4zXTqeKQDy3FKDkVGTk4p4GKAFbgVjap8yCtlvu1j6j9zNAGRjrSAU/PPanKmetAEluPmFbEI+X0rOgXBrSiAoAdKu5CO1XtJl8zT4weq5Q/gcVWxlSKTSD5d1cxZ+9hwP0NV0MpaVE+5tCsbxF/wAesP8A10/oa2RWN4i/49Yf+un9DUmpe0z/AJBlt/1zFTTuIoJJD0RS35CodM/5Blt/1zFVvEVx9l8O6hN/ct3/AJUAfOl0/mXMjk8sxOfrzWTdthTWhLnPJ5rLvDwaAKsZJyTVK/Hy59DVpG4qtdjdHQBc8PDFve+m5f5Gnz/6yjQBi1ux/tL/ACNJcffJ96AIzyKiapB0qJqANPT/ABJrWmQi3sdUureAMWEcb4AJ68VeufFOvanbNb3ur3c8LDDI8nBFc4OtW4e1AHTx+MfEYj2f21elcYx5naornXdWunikudQnlaNSkZc5AB6j0rJjrQt75ongEq+bDCWKxnHGepHvnnn0oAhfV74jifJ7fu17/hVP+1r6OST/AElgXbcwYA5P4jjoK2X1u2UhlshkxsjYIBGc5IOOpyKjPiS1RmZdKhyxz82CF+YE447gY59aAMW41m/dDm6OMFThVHBGCOBWShw2Qee2DXQXWt2kl5bzrpsaiGIoUyMMexxjtUn/AAkdjLKTJpMKCSVWkYKCNgOcAADnHFABF468UwIFj1++VR283/61IvivXpbuG5l1i7eeFSkbmTlA3UD61XtdatYJbovpkUiSzCSLnBiXPKjjngD9a0G1+0uPPxp8USmEiJQoP7wn75OOwJ4oAtDxl4lkBDa3ekEYIMnWoE8R61btPJDql1G9w++Vlflz6msqIU9/u4oAtXXi3xBPDJBNrF48UibHQycFfSueJ5xU8v3vxqA9aAF7VWuT8jVa7VVuehoAk8Pr+8vD/uf1q9c1U0Dh7v6J/WrtxQBmv3qEjAqdxzUTjg0Ad/8ABO4EPxDiQnHm28iD34z/AEr6Zr5R+Fs3kfEjSDnG6Qp+YNfVw6UAFJS0xzhGPtQJmXKS1w31p4WmxqSxapMjOKbBLQeg461mah4estTu47i6DOyDAGeDWmh5p7cAmkMZGkcMflxqFUDgCsXUWy/FXhdp9sEJ+8y5AHpWXfSb5iBTAqUHpShcinLGWNADoU3VoQw4GcmmW9vwKvKmBQAKuMU/pS0hGaQENzL5MEjj+FTXy7481eTU/FF6u7MUcmxRn0//AF19HeJNRGm6JdXJGQsZPtwK+TrmQ3F3Lct96Ryx9smriAzhRj0613nwq0C71PxVBqATFrbklnI4Jx0HvXJ6HpQ1vVI7FbhYHlIVCwyM+lfSfgTwmnhXQltvMWWVzvZwO9DA6gDCgenenjoKbg0o7ioAcBTx2pgOBT15oAVulZVyoe4jRuhYZrWY4H4Vi3hxcK2elUiKjtFssTaMscjEHIJyKhNmVXNblzxGr9h1qtIo59DSYQlrYykiIPNW4iAORXO+LPEDeHLFJktzM8jFVJPyr9a4ib4g6jfosCRpFnglM5NBZ61Z3kV008cZBML7G+vWlgbytYi/6aKy/pn+lY3gywmstI33BPmzneQeoHbPvWtcsI720k9JgD+PFNGVbSN+zR0C9Kx/EX/HrD/10/oa2B0rH8Rf8esP/XT+hqTUvaZ/yDLb/rmKxfHkvleDNRIOCyBfzYCtrTP+QZbf9cxXL/EyYxeEWXP+snjU/qf6UAeGXHBJrIuzkVrXJ5J61k3R45oApgfLg1DNyppstz8xAqPcWoA1tC4trr/eX+Rptx94n3qTReLa5H+0P5GmXA5NAEI6VC/HFTdqgl+9QA3PNW4D0qlkVcg6CgC/H1FTN0qGIcVM44oAqydKpyHirkneqclAFZzxUVSP0qE9aAHr1q3EeRVNKtxdqANCKnyfdqOGnzHC0AZsp+aoSfmqWU/NUH/LSgCXtVa4+6TVntVa4+6aAJdC/wBddD/ZT+tXbjkVn6GT9quv+ua/zrQn5FAFB/vVGw4qVgN1NfpxQBp+C5xa+ONHlzgLdpz9TivsCviuymNrqlrOp5jlR/yINfZ9vIJ7eKUHIdAwP1FAEtQXJxC2O/FT1WuvugetNEy2IlQCP0pjDHXrWH4n8QtoMEeFOJshXxwDWTafECzeMLKNzeucUWKOvyVOahu9RgtbSSSaQKqKSSa59dZubyVplBS2IHlgH73vXKeONRb+yVtw5DTOARnqB1oA1fCOtNr/AIj1O5UERpEqRD0GTk/jXSm0LOS2a4j4VRHztSkHUBB9etejyYSTBNAFJbP2qeO0C84qTzV6BqQyAjg0ATRxgVJjFQRSqqnJqvPfKrYBoAunI57UhPy5rNl1GKHBdyPYDJrI1DUZr2/s7MrJDbTEkoTh5AByT6DpQBB40afWdFu9G0dPtF7Mu1iuNkY77j/SvJYvgt4olRWc2kZJ5UyZIHrXtFhqKf2w2m2Nui2sCZmkHZuw961lv4HYqkisQedpzzQgOO8GfC/T/C0i3lxILu92jBZRtjPfFd8Fx0GAKqvdIil3YBQMkms6TUzJq1lDBL+6KNJIc8EdB+tDA280mDmohIAOaje4HQUgLJPFEZ+brUcZJGakjHzUASSnaKwr1iWb2FatzIM4BrKuVDZ9xVR3Mqv8NnVKoeAA91/pWcjH54H++hxz6dq04x+7X/dFU72DMgccNjrSHa1mZV9ZwXcLW93CksTDBVhkGs2w8O6LpcpltbGFH/vEZI+ma19R3JZ7z94Gsb7SxpXNDXFwN45qLUmBt0cdVdTn8azPOIIPenzStJbEHpVR3RlW+BnaIcoD61k+Iv8Aj1h/66f0NakH+pT/AHRWX4i/49Yf+un9DUmkdkXtM/5Blt/1zFcb8VZNvh21T+9dA/kprstM/wCQZbf9cxXC/FuQrpWnIP4p2P5L/wDXoGeNXbc1i3kmQQK1NQkEYyTWLI+/NAGa3U1NHyOlRyKS2BWh5IS3GBzigC/o64t7j3YfyNR3PWptJ4tZyf7w/lUNyeaAK461DL1qYVBPwaAIj1q5DwBVLPNXIDnFAGlCeBUzcioIambpQBVlqnJ3+lXJapyGgCpIetRD1qSTvUIPzUASp1q1F1FVV6irUZ5oAvw81JP9yo4DT5/uUAZsvWoP46mlPNQD79AEw6VWn+6asdqgm6GgA0U/6Zcj/pkv860ZsYrM0Y41Gf3iH860pu9AFJutLjilOM0H7poApNxKDX2ZobB9B05gc5toz/46K+MpPvn6V9i+FX8zwnpDetnF/wCgigDY7VVujyoq12qrPkv7CgmRnahplpqto1teQrLEex7H2rDXwHoEbBhZZx2LnFdTShc0FGJdWCtEqRqFCLtUDsK8j8Z/aotd8q4XEap+6weCPWvdTCCT0ryn4rpFFdacFC+aQ2fpTAs/Cp9g1R+3yf1rsLiZ5ZTgmuT+Fce/TdSbHWVV/Ja7pbdFboM0rgZux8ZJ4pQWAxk4rQuEATAAqsq0wIGZyuM1h6/fS6fbJIA+GbDOoyUHriun8sZ6VS1HSxqCQRMwWJZVeRf74Hb86AOSWz1+9sLaSONtsqMwWSbJDH7hbHbuakGmeJHuDJcQqzDEBeOYAlAOCM9AW5Peu+VAOwHFO6YOKAOY8PaRe6TpEkU/lpO7Fs7t7FiepPf2FZSeFNVWeS6ivYobiZj5jbckqTyAex6V3Ui7iPam4FAHCvo2vxWojdo7osAJMSbQEBztAPrVvT9G1aTWIr+8MMMKD5YEOQoHCj3xXX454oIzwaAK7c801VOcmrO0elKE9KAFU7VqJ5nyQtTBM1KsK56UAU0gkkOWqO8h2Rgt64NawAVaytRn3SRxjkF1/nTW5lV+BnRrwoHtTJwDH71IKrXj7I+uKRfSxjaxPmMR1hdat30u+Q855qnkDmkUPXkgVJIQtu2eOKjhIk+6QQOuDmpbni3b6VUd0ZV/4bO0tzmBD/siszxF/wAesP8A10/oa07b/j3TP90VmeIv+PWH/rp/Q0nuXD4UXtM/5Blt/wBcxXnXxfk2w6WnvI38q9F0z/kGW3/XMV5j8YmP2nTE/wCmbn9RSKPItTXzQG7CswoByBWzKNw2kcGqTIA2AKAM0QM0oO2rpRigGDVpI1XnpWJqusJFuiiznpkUAbWln/R7gejgfpVe6PzH61W8MztNY3Tt18wcenFTXJy1ADFqCfrUw6DmoZ6AK4PzVcgPAqj/AB1dg+6KANSE1MTlarwHIFWD92gCpN161SkNW5jyapSdKAKshqEdakl4zUQoAnXtVqM81UTtVhOtAGnbnkVJP92obftU05+WgDJm71COHqabqfrVdTmWgCx2qvN0NWe1Vrg4BoAj0ckaq47GI/zrTuCd2BWXpB/4mp/65H+dasw3OaAK231pxUBSTUgjGMseKhuJMLtUUAUJG3SMa+vfA8nm+B9Ef1s4/wCVfIGPm5r60+G0vnfDvQ29LYL+RIoA6uq0n3jVioG++aaJe6IjwaWgg5qlquqWukWE13dPsjjUsffFBRalmEakk4xXinxJuxc+I4QGzsi6fU102keMpPFNxcmKBoLeIjBJyTmuA8UzGbxRd5OdhVR+ApAd/wDCf/kF6gP+my/+g13rjB964f4VRFdGvJecPP8AyFdxKQg5NAEEnPWqxO2iW4ByBVbeWNMC6rZH0qdecZ9KqwqeD2q0uSKAF70UuMUmDzQAUlOAzxSYoASk707FJQAgHNTAZFRd6ljPGKAFUc1KDTCKkXA60ARzEhDg1iyfNf2y9czL/Ote5YeXxWZaoJNUgyPuuW/SnHcxrbWOprO1aTy4CfatCsrW4nmhwlJGjPP/ABJrsei2BmfmZztiT1Pr9K81udY1zVZDuluGHXZGCAB+Fes3Xhy31HUYbm8USxwKQkbdNxPUitaKyhiGFjRF/wBlQKCjzbwBaasuotNslFng+Z5hwCe2Ae9eg3TKYuO5A/WrUrJEuB+lUyxmmiXHV1H61UfiMa7/AHbO5jGEUewrJ8Rf8ekP/XT+hrXXpWR4i/49If8Arp/Q1DNY7F7TP+QZbf8AXMV5b8ZGxe6YO5if/wBCFepaZ/yDLb/rmK8v+MLpFf6dLIcIkDnn/eFAzzCRorWAz3HCgd+9crd6uzTMyfKCeBU99cXGrXPyA+WvCjsKWPSooYy8g3ufXtQBnHVpj1c/lVCeOOZt5fB9K3DbxtkLEPyqQaXbQwNNOOccDNACeGU8uyu1zkb1I/Kp5jlzTNDYGO9CjADL/I0+UfMaAGCopulSjgVFP0oAqfx1dhPAqieHq5bnNAGpAelWG6GqsFWCeKAKk/U1Tk5FWpzk1VfpQBRmPOKjHWnSn5zTE60ATrU6HmoVqVOtAGlbHpUtyflqC24xUtz92gDMlPJqsh/e1Ylqqn+uNAF0Hiql0asiqlzQBFprldXQ9vLbP0rTN0rE4rnmkMdwpBwSMfrXSRwIqjC9qAGearDFQy9cirbIoX7tQToFiZicccUAZ5+9X1N8JJfN+Guk99okX8nNfK6tzX1B8GW3fDWxPpLMP/IhoA7/ALVUuCUfOeKuVBcLuTpTRMu5XScEe9eZfE+HXdQmtbWygleyfiVohnqR19q9CkQ9RUJGSaSZRxGk6RbaDZC2to2BPLs3JY+przfVplm8QXzgnmYj8q98aLcDxXk/jvwq1jdNqdjA4jc7pwpyFPrj0pgdv8NQkXhIuM8zOTW1cXTzOVTpXMfDmQyeENqnrO4wO3Su3gtUijyVG73pAZiWrt1zzVmOzA6irbSxggbhmk8xT3pgIkQAqQJikMijoRQZl6FhQA7bmjFM85M8sMUn2hOfmFIB/FIQKj8+P+8KXzo/7woAcaTFM85N33hTt4I60wFxTl603I7UoPTmgCTeKcGHrTQwI7UmM5xSAgumwpIqvpiltTQ9lVjVm6TMJ46CoNG5vz7Rn+dVEyq9PU6LFVLpSzDAz6irdVp2w/0FJFy6GJfxi3TzBwCcGs5735eDVvW74OgiRgRnmsMNmkUTvM0jdamtBuvrQDqZRVVetX9KUNq9uMdCT+Qq47mFf4bd7HaDoKx/EX/HrD/10/oa2B0rH8Rf8esP/XT+hqDcvaZ/yDLb/rmK8u+OEUKWOlXU4ygd0I/AEfyr1HTP+QZbf9cxXm/x3jz4MtJf7l4o/NWoA8VgvbeUbYWUei4xUj4YbW/nWfpGnC4iN1P91uIx6Ad6hv79IJRFbszKo5JPegDUXyYugH1NY+rXpkbywcIvp3NU21Bz1/nUMz+eue9AGp4bcul9n1Q/zq3NwxrP8Lt816D/AHV/mavzn5jQA1elRy9KevSmy8rQBRkOGqzbNVSc84q1b9BQBqwHirHaqsXarS/dFAFKbg1Vfoas3B+eqz/dNAGbOfmoj6Uk5+c0sfSgCdTUsfWoFqePrQBo2/apbn7tQ2xqa4+7QBlS/wBarR/641Zm6iqyf64mgC32qpc9DVsfdqndfdoAp24jfU4Vk6dvrXQ/MPpWBa2jT3om3BY4iNxP8q2Z7tWYBBgDvQBI8gRCzdqyLm7M7EAELVuSQOCD3qs0QxwKAKqvg819SfBb/kmlj7zTf+jDXy8Y+elfUnwYXb8M9O95Jj/5ENAHoFIRkEUtFAGdIm1ipqBoxnIq9cp0cfjVYj1pij2KuSpxioLqBLmFlZQwIwQRwautHkVFs25oGczpOnR+HWkhtlIt5H8zb/dJremuHmQFDgGkurXzUJ9qp2suzMT8EdKABlZH5Y5ozJjg80XBw4I/OnRkMBQAzMxPU0oglf1rQgt1bk1bESouAKAMb7JL0yfzoNnKe9ajcE8UzINIDOFlJ/ex7U4WcpOATWhnNSqRxxTAy/scwPWl8iZT96tKYHbu7UxTuFAFDEw4yacGmHXPFX9gOKa4VevegCqjSv3NXbeJzgmkjQHGKtoNtAEVwFSE884qhofOov7Rf1q5fPthY1W0FMzTS9toWmupnU1a9TeJ2jJrntW1IRKUQ/Ma1r2fy0xmuMvZTJcOxGcdMUit3cruzOxJOTmlUVTt9SsrlN8d1FgHDAsAQfcVHceI9JtFJ+0iVxwUjOTQUbCR55xWjoKeZq7MBxEh/M1ylr4zsJWWJreZGY7VPByTXb+GLcxxT3DcmRuv0zVR2bOatrOMfP8AI6IdKxvEX/HrD/10/oa2RWN4i/49Yf8Arp/Q1B0l7TP+QZbf9cxXn3xvt2uvBVrApxv1CMM3oNrZNeg6Z/yDLb/rmK5j4oWwuPAWoHHzRbJFPoQ2P5E0AfM1/qLun2OxQiJRt3DqcVnx6ZJId0rYHoK24bdIYSdo3GmDDAnFAGd9jgiXJGeO9UVZPMIwAprRuXGCBiorWx3K08oATHBNAE2iRiO4uiP4ox/Op5/vGm6URvlx/cx+tLOfmP1oARDRIPlP0pIjmnSfdNAGXcH5qtWp4FU7jrVq07UAa0R4q0n3KpRHIq4hwtAFK5PzVWJ+U1Zufvmqx+4aAMuf/WGnp90VHOcu31pyH5RQBOtTJ1qAVMnWgDRtz0qa4+6fpUFt1FTXB+WgDKl61XTmU1Yl6mq0X+tNAFz+Cql10q2Pu1UujgGgBmnkuZUxn5s/pV8Qj05qlpVwnnSwMMOzZB9a0yu1iAaAIzGoHI5qs4HQVbdlVcsQPc1WMlt13g/jQBVdecdDX1D8HBj4aaZ/vS/+hmvmZ54NhKgE4r6k+F0Ih+G+igDG+EufxYmgDsqKKKAGsAykGqEqmNsdu1aNQzxBxnuKaJfcpdaRkzmgHBp6DcaCiuykHpWTqEHlSCReAT1rovLBHNV7y2WWArQBzZlZxhuoqSJ/mAzTZLYqpbIyDUKNzkUAdDavkCrXUVi2lxjjNa8Lh14oAjlWqzDBq9KvyE1lyTYl2nmgCwhzUy1TEu3kdDUizjoMmgC6QGTBqELtOO1SwncnNNlXaM5pANZwoqnJLvkA96ZPcHJAplqpllANMDWtR8vNWOg4pkSbEAqQ8UAZ2ov+5Oak8P4Wzkf/AGqq6m2ImFLo9wsWmOD95pMDFBLWqH6rNsjPPJNcyfnbPOa09UlaWQJzUNvbZGTQUtDidb8BLqVw13YSeTOxy0e35XPr7VStPh/q+751Vff/ACa9ShhCnFWkXAoA4Sx8Erpsgu7ucSGL5lQLgZ9T9K9L0mPytMtx6oCfxrA1NtyJEvV2C/ma6qJQkaoBwoAp7RMFrWfkvzJRWN4i/wCPWH/rp/Q1s1jeIv8Aj1h/66f0NSbl7TP+QZbf9cxXPfEpinw91lwCdsIJx6bhXQ6Z/wAgy2/65imatYxanpN3YzAGOeFo2z7igD5IS6do9zwSCNujYp48pl+VuDWo8PksYeuw7OO+OKxdUuoLUGONV808k+lAEgjgQ7ioJHrWbqd675ROEHH1qg2oTMfXHoKb9p83IcUAXtEm3XzpnrEf5irtwfmNZuips1b2aNq0Lk4Y/WgBYu1PcYU8VHByRU0n3TQBjTn5yKs2f3c1Vuf9Y1WrT/VigDShbmry/crNiPzCr6/c60AVLrrxVZm/dmrFwaqyHbEaAMuU8n61InQVFJU0AywoAsAcCpEPNNfCpSQsWPNAGlb8EVPPytV7bqKnnPyGgDLl71ViP7wirUw4JqnGf3tAF8fdqld/dq2vSql30oAp2VxHBeM/leZMThOehrXH2zcd0QH/AAIVnWdiXIunztEmQB7VtFtx3AjFAFSUM4xKhIFUZ7Zc5UYHtWtI5C8VXdN6HPWgDJVWWQKc88Cvtbw7ZJp3hzTbOMYWG2jXH/ARXxoYj5iEDlSD+tfatgSdNtSephT+QoAtUUUUAFB6UUUAUZ4Ssm4dDTUG2rrAEYqpMREcEZ9KZK0dhx45qC4uMAqo3HvUhzIuGG0frUTRgDAGAKCjGmtpJyR074FZbKY5Cp45rrVjArG1GzAZ2GPWgCgsmxs1t2EwK46VzqP0z2rcsWIUHj86LAaUhBQ81j3S/vMirsm9wcOozVaWKTZjKk0AVkJkIUHnNakNpsRSTzVG2hcSgsBWqZNyj5cc5oAlTHAqG8bYhOaRJdjk4zmqN7NLKSoQgetAFJjuYsav6ZFukL9qox27yOAxIHpitu2RYYwoxgUAWentTXbCmo5p8LkdTxVaeXaBQBR1KT5CM9azdOy2oouTgc496s6iccd+pqHSl3aiCB25oAvyW++YtSkqnAq5P8i+lZTMXmC+poAvxHdg1OeFz2qGMbRT5n2R5NAFSBPtmuQJ/DETI34dP1rq65/w9Hvkubph1bYv0Fb4py7GFHVOXdjqxvEX/HrD/wBdP6GtmsbxF/x6w/8AXT+hqTcvaZ/yDLb/AK5irLjcpHqMVW0z/kGW3/XMVaNAHydqspsZLxiPnjd1A98kVzMOmtcgzXTEBjnHc/Wup8aD7D4o1OykUlo7p2Ix1yxI/QiuYuruWcFIkYnpgCgC6lta29uXXYF9e9Y84t5ZCVOPT3q1DpV3NEDLJtX+6amisYoT90Fh3NAEGloVvVJHGxv5VPdn5jSQEjVljwfmRsY+lNvVYscUAS2oyM1PLwKjtABGB3qSYHFAGJdcStV6xXNuCao3gw7cdTWnZjFkuPSgCRD+8rQPEdZkZPne1aE7ERjHTFAFWbkZqnOdsJ+lW34j5qncDMZxQBnN1qxa8tUJFWLPAPI5oAlu22x0lt90Ul4GMeQMCltx8q0Aalry4qW5PBqG2yJOKfMG5z60AUZR8prPB+f8a0XHy1mkfvevegC/GcrVW84H41YgzsPoOKr3hBX8aAL+nKiaG0xul84zFVg8s5UY5YnpTPMznPHuKp2d088a2+0Dyc4x3561cMLbKAHK/mCnAADFMiUhRninuwAoAdZWhv8AW7CxiX5550jH4kV9jwxiGFIx0RQo/AV8r/DPTpNU+JGlqillt38+Qj+FVHf8cV9WDpQAUUUUAFFFFACUx0DjBqSkoE1cpmIo3POe9NbAxmrcgyprEvVvpkYwxMqDuTgmmTezsPvNTgtVIyGf0FYE+o3NyGBIVT6Cnpp88x3EfianXS2BBJGKZehmBe+TVu3maM4JNWvsIXGSKDZqCORRcCRZC1SYZu/FNiQL1IOKnyvYikAgDKeDRubHen7lA5NNLrnbmgBhds8ZoBZqlUDqDTwuR2oAYAe9SCTHSlCcUFR9KAIZH3dqrs/zZqy+CKgOMmgDJ1S4EUbSyfdUFiab4duWcPKUyWHB9BTfEkZn037PGMGRgpPtnmr2kQCKHOBg9OKYF24m3jBBFV4kX7Ru9BU7puPSkEXPoaQA0oMgA71BqM/lw4zyTUu0I4Y9FqvBB/aeqpFnKR5Z/wClVFdTKtJxjZbs6LSbf7Np0SYwxXcfqav0gGBjtS1Ld3cuEeWKQtY3iL/j1h/66f0NbNY3iL/j1h/66f0NIovaZ/yDLb/rmKt1U0zjTLb/AK5irWR60AeY/FPwZaXdhP4gto9l7CB5+OkqdMkeo45rxQxrGAkYAYnAr6t1W0W/0q7s2GRNC0fPuDXydc206zvG5CGNipz1GOKAJ5po8GKL5mAwWrOJZWYkHFTxxCEcMxY+tMkVjnOSfSgDPgmA1VWA52kc1JdMTkgc1Rnzb3kb54Egz9DWky7jkCgBbNSFBbj61afBXtVbDAYxSMCOuaAKV7GN7HHarmnJiyyetN8kyg7uhqyP3cYRRgUAV/8Alr+NX5CFiH0qsAC2SKczbuDQBGfmUmq8w/dkVYccYAqBwcYoAzzGamsoizn5sCnso9KIuG6UAS3ijyyF5+lMtoysa5FSgKQRUygBRQBNAMSLnipJnDbvQVBnGPWmt+tAEbAGs6VcSnjvWgwxVSQEmgB8coSBx3zVGV9wIp7q2OOpqEqQc0AXNFiJnnlIwMBfxrYOB0FOsEji8N22IcPJPIzSEfexgACmk56UAROODWdPKxkCLnNXpnwpFSeGNNbWfF+mWAGfOuEDf7ucn9AaAPpf4e+F7Tw14Ws1jhUXk8Sy3EuPmZiM4J9B6V2FMRQihVGABgCn0AFFFFABRRRQAUUUUAIaa4ypGKfSUCauY0sV8AVit4x6fNVQ6frEnV4k/GukoxVORmqb25mc1/YV+/8ArL4L/ug1IPDjkfNfSk+wroaKOZh7Jd395zw8Nkf8v0tL/wAI63a+lz9K6CijmY/ZLz+858+HXP8Ay+yfjSf8I9KMf6Y3FdDiilzMPZru/vMD+xbxfuXmfqKBpmqL0uIz+Fb9FPmD2fmznjZ6qv8AFE3tUbtfw8TW4x6g10v40mAewouuwcslszmPtigjepX9aRpo2HymujktIJfvxIfwqnJotpJn5Cv0NGgv3i8zl7k/armCADJLjP0rZjWNFCp0FWbTQobS9FysjNgHap7ZrQls4Jh88Yz6jg1V47CXtHrsZW0DrTWACmrUmmyrzDNkf3XH9apXCTxKfMiZfccg0rXK9pb4lYoTXAXdnsDW3olgLS28xuZpQGc/0rm7SI3urQ25+7u3N9BXcAADFD0ViFac+boh9FFFQbhWN4i/49Yf+un9DWzWN4i/49Yf+un9DQB8br448WogRfFOtqoGAo1CUDH/AH1S/wDCc+Lv+hq1z/wYS/8AxVYFFAGrD4n1+3uZLmDXNTinlz5kqXcis+Tnkg5PNUBeXSuzi5mDMcswc5J9TUNFAEv2q42lfPl2sckbzg01ppWChpHIX7oLHj6UyigB7TSv9+R2+rE0CaUMzCRwW6kMeaZRQA9ZZEzskZcjBwcZFOS5njXak8iqOwcgVFRQBP8Abbv/AJ+pv+/ho+3Xf/P1P/38NQUUAT/bbv8A5+pv+/ho+23f/P1N/wB/DUFFAE/226/5+Zv+/hpPtl1/z8zf99moaKAJftNx/wA95f8Avs0farj/AJ7y/wDfZqKigCb7Xc/8/Ev/AH2a6qzkBsoCzEsY1JJ7nFcfXvnhv4R6BqPhzS7+58Q3aSXNnFM0axjCFkBIz7ZoDQ85LL3ak8yP+8K9e/4Ux4UJ+fXr8j0Cgf0p6/BfwWOTrOpE/wC8P/iaWpdodzxt2DDgioQmQSa9vX4OeCh/zF9T/wC/n/2NP/4U/wCCMc6pqf8A39/+xo1E0ujPB5dqA5YfnWbNKS3HSvoOT4L+CnOV1nU1/wCBg/zWoj8EvBhB/wCJ5qX/AI7/APE0yS5ZfDe28U/Cbw/BBcCxv0txKtwFzuLckN6iuQuPgJ4uQnyNZsZh2yzr/SvcdEfStE0Sy0uC8LxWkKxIzqckAY54rQ/tjT/+fgf98n/CgD5zPwM8cZwbjTyPX7Qf8K6/4dfCbXfDPiyDVtWnsmhhRtqxOWYsRgdq9d/tjT/+fgf98n/Cj+2NP/5+B/3yf8KALwGKWqH9sWH/AD8D/vk/4Uf2xYf8/A/75P8AhQBfoqh/bFh/z8D/AL5P+FH9sWH/AD8D/vk/4UAX6Kof2xYf8/A/75P+FH9sWH/PwP8Avk/4UAX6Kof2xYf8/A/75P8AhR/bFh/z8D/vk/4UAX6Kof2xYf8APwP++T/hR/bFh/z8D/vk/wCFAF+iqH9sWH/PwP8Avk/4Uf2xYf8APwP++T/hQBfoqh/bFh/z8D/vk/4Uf2xYf8/A/wC+T/hQBfoqh/bFh/z8D/vk/wCFH9sWH/PwP++T/hQBfoqh/bFh/wA/A/75P+FH9sWH/PwP++T/AIUAX6Kof2xYf8/A/wC+T/hR/bFh/wA/A/75P+FAF+iqH9sWH/PwP++T/hR/bFh/z8D/AL5P+FAF+iqH9sWH/PwP++T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"path": "002458.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002459
Men Tshirts
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7iIlgM4yvSvT545S6OPkwGAjJ4YnuR7eteb25RfjRppcgIbePlugJXivSI5AbYreR7Z4nOXLZyM8Zx2pAQXyKLYkXDsqnNxKpCjPYcdz0qS0uEmYXLWs0PmBlSLsAO5PrUElugguXceVLubY3WPH8PHemTToJFkvZpZp9q74EbbuHTfx6d6YGTryC30ZLa1MksYlLs7vnYxrh/EbM/iPwy25QcYHy4Iw/Wuz16GGPRxHBGsV2Z5CN7kgknqT0x6VxOvky+IvDDsACwwQM54ekB6205Vk8uaJ7iNW5ckfKfaobUCa1UCLyym4BT/fPQj+YpY9gf7LdWzPl+qjnGfWrqssQMSsGMLn7vUH+mKAMmTV47GWK32J8oMcrR4CydiQT69/esa5klurd4dwUYITEowB6YroY0gj0y1eeGB28kSBpOWYEk8enJqvrNtbWtphETLR7vmHz7jzgY7UO41Y4PxEh0vwVMJ50ae6mS1iiHOFDbmbPvxXpllKBYWnmsq+bEgBZOc7R+teTeLo1HhHTpcsd+pOSCeR8vSvVLeecWVl5yqHNvH5ygdF28H/6/WhCFnXMzK8hEkjqVDHJ2D2qFfJYziUGQgkI46ojevvmqWoPPP5hMv775FVnXB255HFNSQh5fLI8mMKDIgyJcdff2p2AvRtLHYzRhvLZl3I23KFf9r3rzjXMjwNqqhnKrcIoBPGC2ePavRLtZhbu8Mnlhn42nIcY6HPSvOPETJJ4U1UxIGUSR7z3Vt1IDs/Cupx2HhzRPO2m2aE7hjJ3Z44rZjt1nkkW5kDWkimX9y53DuOeoIrJ8IMsXhvSpxEJW8gKVUZbOTj6CrsDNHq0krIIZW+RowSQ2ehOOBmgC/bW6SC5UqrfIWjjfhTnv+NV9qRpHayyB2SNR+9TkgnJQD0FWwi/bYgsaNIXJBDYJVewB4xmq8ySQS3Hl2scTE+b57Nu3ZP3QaYHN6kGl8RwKI0EYkVefrWN8PB5ni7xNImPkdiMdCN1at9Klx4kg+zM7FpFUFVwEfPPBrN+HELp4w8TxELIUZtxPf56QHoEbM5ELyJ5WwtLsUq6sT8uOxFErxWVpIkkgUSPtB7iT/Cn3wmiDSojAJk7VODg/XtVOOYM0EaRxTlWLFzyQcen96gC9bSxiU/u5SpjCKuN2N305Iz3rnfF4aBbdocebwG2/MD6j8K6a3idomtpGKxqi7nUDzAc5HI54rkvFoZijKyrubHB+7+HrQBg6Uit8abhdpGYQSoODnZ2Nejyw2syyl2kjRsM4L5KkcCvNNPjlT4xXKKqMwgH/oHb3r0e3kUQIk5YRxpiRgO5/vD1FADQxjYSx3EjRbcRs3ytnoSfUntmrUdmWt54ori4B+8SXAKDHTP15qoqmKWSFFDRsQ4diWwB0Zs/yq1aDEygozGRSVdG+R19PYUAYHikv9ktEKuVZT5hf5iT65rhtXST/hYnhkxuJFaCIxBzgj5jwxruvFImECRNEI4d7JH85ztHf2ridRDH4meFfPdJR5MXCrgFdx496APWpEhW8Fy0sJuxGwMcXzhR36d/ShRFbahbuJFjnmR0+c5ld8Z2k9ACO1MslM1zqEtrHFbu0pWMQDaVwO+e9QeQJEWYQSiSR2/cSdUkUcMT6d+KALkcqxQwvFtKElX3yYVe+RnnrWT4muFbSZF89W+zuyuyJg4AzjP41cjnlSfzlQXP2hD+6cDbvA5Cj+EHk5NZGuyOttFDcLI1yIiRM0e2Niexx1IHGaAPN/GMQWz0G4jJUTXTHYBgdF5+tevxJPbwzxxpbyncixxv8qyLgbifcdq8k8ZFTpfhwKGCrdSdsD+HpXqUN6Z4Fn2eSjMoPO4jAGMj3pAS22rBb2CMW90jkMgunO5do/iOOn41JDLHMrTu6OgytxPEeGT+6PWqb3H+m/bWnSK0EZEqR/dEmeDn+YqUXptbD7RDYQyiObZFHGcH5upYeh60wHrbw2rpNGPLk5gCsDkHqWYelVQbi0gCXTKZ3GWkdM+YM4A46V5v/wAJJ44SdbwaNcq4j2kiMnIPqKc3inxzNKc6NMdij5fK4XHemB2/iCILpzyKCspyyqq4I9ie9efeKyzweF2dUV3mclR/vCn3vifxhLGY7rR5R15aPkZrndT1PUZl02O+0+VTC7fZsjljkEj35pAe5qtxGVikkA2He5J+8fT3FSqo8qQ7DIEYYJP48V5YPEnjJGZhocnoVMfCn2qVPEPjpCduhXGHPTy//r0AepW6RPeb3bJjTbtUYwM9DXOeIBOJFEsymIhnUbcKT71xreLPG0czI+jzb9wJTys81Uu/EXiiWYi40eTzJMkKY+v4UAJ4nfPg3naMXqbAp6jB616Vp3l/2FparGWzBGzRAElxjsexrxbVNUvp9N8i8sHjgEqsWAwd1dHY+I/GEdrEltpM5jjQFCY8/L2ouB6iVjup5YmQr5iYyT1APA+oqre2pmVxFJJEQRy68MnQrjv9a4CPxN41xJP/AGJKwdsOwi7ntUa+IvGaSHGizl1BH+rJxmi4j0IM+2XIkZIuYgR8vTA471wWtlToGvN8wYoOQP8AaFQL4g8YeUYRo9wVXjhOf51jX2qazPpl+s+lSR28igXDBfu4NAz0/wACymPwNpoZcxtuUkjI610lvBbQqApLfMevRM9j7141pOveJrXRooNP0qc2eDtlC5/EGtNPFPjdFUroszFRu5iznPcigD1GSKNrfaMKinlQwYq3pTXG6G4iGyYkJhy3Q+n1ry4eJvGkTfLoTxvjbxFjOfxqKPxf4vtLh4l0lw5blWjzyaANy4t0+3X0UkhBNvKy4GShC9BVH4dJH/wjDuw2OJwRIeAvHOe2Kw5tY8QvJcb9IlDSRt5jKuCFxzzVTw7qutW2lyQ6VpUs9qx+clcgketAHssUDMI0tyUjU/6pnySPUfzq2EM8bQ+W2CP3bsQV2+1eUR+KfGEkKyw6PKEbDq6p1A4/KkPifxg7ND/ZExI+ZlCHIp3EeiSXFvKkh+aMsojAHBwvcD1rE8Uy/aoLcnao2gqQOQPU1x6674qadZk0mYMFCghM/wA6q3Wt+ImH+kaVKpHBylJjNZwzfFO0DqmRbRY3cjIXg16TLfIl5LCmwlkVlCrxu/izntXisGsawviyG9i02VtV8sBISuQVxgHH0rWl1zxfM0bvpU+5W4Pl4J9j7UgPSYLqU2s9vNHP9hLlhcqPmUdeB6ZqeFon01RGqSLIWxNxkccj8fSvMx4o8YANCNKlB3ZIKcj8PSiLXvF8CiOPR5QGY4GzgmncLXO88RPby6DBggJFzIhOB7c159rkm/WvDDAOrbercAnfxiuoXUb67gjS4lR2CASbUAUt7D2pkipKyGWON2QfKWUHb9PSvNqZjCErWO+ngJzV7nciR4JDKZXky3zBQCAcc4qOcbbZ5k3geWzsvKk4BIzXHG6nXGJWAHIw3SmSXd44ObiUgjBy55HpUf2pDsX/AGdLudvDFGLCESDdtiQrk/d+UfL9Koa3cO0MsawOyRJs8yQfK2Rnb+FceZLgYPmycf7ZFEktxKu2SSVlznBcmq/tSHYP7Ol3MPxaoXwtpm+NVZr0nfn5iMenpXp9nG9/b2izBmIWNsbioXAxn3+lcJPai4VRMPMC/dD84+npTIb+/wBPv0lS7mKj5drsWX8vatIY+EnYmeAlFXuegywSyBp1VjOJTFsC4BA6H602SOZo0Zh5Qt2IfZ1cHoD+NeeTeJ/Gi+Yh0uSRSeJI1OD6EGkXxJ41lR2GhyuGwGJj5Jxiu9SucDTTsz0C9jiazfhRkAk7sBj6ivPtemZ/Beqh0j3GSPcyn/a4qCbX/F6oyyaLLGuMkGPoMVhahfapNpNwtzpksdoSvmOBjBzxQI9Y8OQrL4I0lWl8lpIQY5F+VlIPY981sSM/l+SjPGTlWZcZC4447mvKdP17xbBpFpDb6PLJa7MQM0ecr7VZfxL4zMgmfQ5t4j8rPl9qAPULPcIbdLpFkEJUrIsW0jttPvUJklvJr6GFopPJUER5yAc8YPY+1ecL4p8bwlpn0Wc7l+80fAHtTYvEPjRZftEWhSrvXJKx/KR6n3oA6O9Rk8S23mbwImQkn7xPc8VR+GQ2eMPFTAgbGY4YZz89c0fEXif7ZHJJpkpmRgVVlwc54qn4d1nXbPVdSuNK02a4upWJulKbgCTz9OaAPb9QQnz3gdzHKyKzDDc92/3R3rIDltUuWTMSRlUlcDAk7fJ6fWuEPiXxuU8v+w5wFUjIiPQ0kOveNbeV5ItDm5XkNFkAUXA9UiWSKeGNtu52ZyccKo4zu7mue8SrFFHaxROJ0LYDnq3ck1xI8S+Mg/y6JKWAI5Qkc9e9U9R8ReJ5pI3utImiZT8vyYGPSkBvaUuz413JPygQZBHOfk4r0WSMWtpl1EyurNOEbcCw5GFHPSvD4tZ1tfGUt7Hpkp1dlGYgvQYx0+ldCPFfjmNWZNBkXH8aw8gUAen2+wzQz2gkkhkU+Yd427SODtPXHpUFi0M8DSeU7W8iyRMo+RVVfQdQSa8suPF3i45ik0iRGYdVjIP4e9WbLxF460+BIodEuCASwZ4tzAH3pgdd4k2rpoxcC4VSpwSWMYIwfqa46/2f8LF8LuykIYIsAemTiq2o6/4raPN1okkSk5yEwD2rEn1HV28RafNNp1wL+NALaEjggHjA9KAPfXy9qIb4jzEkClh8hXB4zjrxTIif7RupJCksnIt18w7No9D615g/iTx1JO87eHpC0mZDmLI9z19qgHiDxylqYjotz5W7dgx4Iz1/OgD0tEaKKaCOBRysrLLOd0mTy27+lVfEkrPaSy25XKn7twSRkcHA7cdK4KHxD442P5ehTMDgMDHn6DrUN54k8aTQFrjQZVRF8piYcH6/WgCv4tkLaf4fO7GLuTC7TlR8vU969dkaVryPCG3lCriYIFWU4649R614TrWp6tNFp0eo6dLGsUrPb8ffY4z/AErpJfF/jK2TbNoZAfON6Z4PpzSA9FZWWV4zs27gwxzuf1CevvWnZgRTLG+ZJZUKgBdpdx1BPtXksev+MXBmXw+8mBt3+XnHpg5qaLxN47gmymiTKxy20x+vUjmmB6rCZIY5WVVZDGQIzwQPUn+9TGuHEsrsiC5jiUGVF6J7jvUdzLHNAIbhUgkdyxjRiSYweD6Zz1FOFwXnWTaGjx5ZJAGAKdwMXxLCUsZZGkMmXyrY2lD3+ua838U7g3h4iRWAnfGDz1HJr0jxO8x08hxHjeXJVc/L2/E15z4tUtL4dYZAaRhkYA6jpSYHqypGg2yJK7SHy5GZOI8j72f61NKRLbFY5o18thhgSc44HPrUFurRziG4m3gx4CZ5YehPepVkE6xRw+XG8YLujAKAP8aBFUny/JfDsRlDMOG56E+tZ+sRmLSZHH71sEJMRlsj3960byWaFYlQAxbgZMDIVffuPrWbcvHHo9ykhdXQkKrHlh6j2oGeZa/JC/hhD8y3H2tAYz24r1PR0SDQ7JHxH59plnLb3/LsK838RIzeDZGIXb9vQLgdeOa9M0MKdK08hQz/AGdY8jAzxnFAFwiO1tpJJFLwIo3Y6tgccetRz/6O8EzM8ZZQ2QeCD6+pqS5mLXSMkpjRB88BXJDngZps0cjeXC3kSGLL4L5I/wDr+1ADZ03abJsGyVvlOeAB68dDXnGsvGugazGrYUQAAH13DrXdB2czQsSDGxZ2zgE/1FcVrMTReHNdCxoUeMMSx5X5uuaAOh8Hux8H6YFRWK5Ug85ye4rpvJKSCKONsSNjCtwgxXJeEcR+EdPdIpmkkiY/uztzg9zXXrPJcWAkSNFkLbCrHDOo75/rVdAHrDHJbALLHIsa/MWGcL1Ofes8XNvfTkQQpsBHzKcbfQg+9attkpcwrGqN8qnaOgx2Pc1Qj0u0tQ5c4808q3y/MDxj0JqQOWaUtf34I2j7NLt9vlNVfhfIh8Iy2wIEklxncRnaMc1blIjv9TeSIkG2kBxxjCmqfwwcr4VB2KYxdkuWHP3eBSA7Dcssa2kKsrbSylUwpQH7uaQwsbOYxlVYKoUDg4B5yaq3EzwSNFal0EqiQHG7a38WfahLgQKVlk5wXYsvGPYCmImuLYLO7wvHGu0OFHJ6ckCuc8SqIpkkzl5sMzDoTW/dvGm1y5x/yzcAdMVzniR0O0GTJ25wD90dqQzChl2/FKzkRmBW3TJH+6a9BSeO7RZCwkkD8Hpt+teaxSqfiRaNnKiBBn1+Wu33xSJGpkQEnnauBn60wL77JLj5Y2MyKURuR8vXg96xNV1FbifyYAvmltzupI2cYx9aL/UnWRLWzkInj4ZhyEHrnufaqUEEcKlUBJzksepPc152NxSguWJ6WDwrk+dlhGVEwB0prSH0pKO1eFe+rPYt2G7j1FALHqaCeMUgOKTa6BYeBnrTsgfSmZpD6mlcdiUsMVBIFbqv6UoYHjNBHNVzOOoWubmiXCzRfY3cqVOUwfvf7NbcFqEV0maRIAynIOSGHQe9cSkzQuGQ4YHINddpWsRaiyLOr/afu7kxj6/WvawOMUlyyPIxuEafPEiuku0mk8+SJnIKsHXLDnrj6VwXiMovhPVNqs26SMK2OFAavQtSt/KWeMhy8mcucl0P/wBevO9ZRx4L1lpZELedGcdDw3pXqb6nlnb+DZluPCenxpHGxgGGJOSv4etbDpbwl7eWVULETwrvO4tnjPtntXNeGYQvhi1nl3pbJaEv5PDtk9c+tbEb3f2VFdd8ZUBLmPBIz6574oA0oQy3FzG7ylUG8Iy45JzgjutSQ7njnKvGrNl24yrEf3QO1QQ3DIuGWJ5i+3KZO9P8at2ZKTP5kmN2WwwAKjsvHQ0wOM1CGOTX4ZgQQzAlGH3T/hWJ8Nt6+KvEAiI+8wGPTdzW9duY9ft5FDEmTB3jnr0ArJ+GSmTxX4nU/ulZiCR2+ekB6d5McUM6vKEiChliZug7n3z6VFMsTiF0KmJFII5DEYyMVM+HjbzEKtgfOi5KhT0p3nedH5kS741GHeVcHB7igRmNbobcCFk8thuTvnnpXM+JQWnQsgUKxQBWJGB612s6288M0SKUjcgF0HAHXGPr3rlPFSS/bImiGWRNowuAfcj1pDOZ0XM3xomWSMZ8kYBbgYTg16RHLKBHLIyYBJf5M7cnjFea6QCnxlutsOWEGSrtz9zqK9DQEXcolDvHcqAIU6cj+I9qYC/2cJblmuuE3uUKOMqrDsO/T8K1kjCwRRbml28IVX76gdCazDK6BoI7pTt/hZMCNcdAe5q5bqbe3iVZj5TsrRBeqn+In/ZNAHOeKUjFqs0aupA2iNTlc9zXD6uzN8QPDKwupYQoASp67j19a9E8WxGPTYcHylzwirkcnqDXnuqMjfEjwwvDlYowyE8fePFAHryxRPOlvJI0e5HIPTLBskg/3fakdPOM3mqzP5oQyKOMAZGB3qC5hi+yPAvmRGMbTHGd23Lcn1qdWAlJgkmEhi6AZBX6djQBGRHHALeRgjum44GNpHvVLxDCU00z7UZ5YvnlD8k9uK0YrjdHNJJOqbSFaRBuMjdMD61n+I3jjsLiLyCFaQBh/Cpx/D6c0AeXeNyv9keGsNkC7kBwO/y16nqmkwXHkzX1urTWsIaLyCRuBHBI7kV5N42jcaX4aeSIxMZ5AV6jqOcivbDI8r2zHYpTaWXeDuGBgn+7SAoLYwpCFj84LwCc9W68j0qwka74pJ4oC53Ky7uNvt3Aqy8Ti8t2KAxlnJEZzk9jj0qpHHMXZlwhmTLJkEAgnOD1B9qaAzyo+0LHK8pnZiTnGxQP4R9OtMeaIPukXy5pCYVBHMnuR0zin3MQLNjLuMjDNtB9waZKROYOshjlA+Tld4759u1VYCl4k2JpaxoVzgbdvU/WvNPFLLjw/GN2VmfJPQnI6V6D4jdfsjM251JIDgYXHuOxzXnvilG8rw8TIz/vXG0j3FSwPULaE+fJGXMiqiuUf7wHsetIJPtiXEjBUdpPlGMiY44J9BUssRt7lGyTIqoC45IJA4A9aiYCOZomZ1kkR1URAHAB5D0AV4ZXmmtnFugyoSRs8gg88eg7UzUrpY9OuIkbfEgKqzD5t3qtVvLkSKLaPswLb3bOFKj+EehqnqccZspCPMy4Ctk52E8jp1oA43xDOz+EtgB2m8Qg59jXo+jX8UmmadEygqkCBz3U4615f4g48Pqg2gfaVwvcGu50MEwR3EKsZTAEdf4WwOlAHUx4kuZRMzPFKQjuhAzjoR6UgaGxDvBbqp7jdknHc1VErxWyoLYowAbYAcsfp/SnSyOiKytH5m9TKr8fKfUe1AEUr7VaM5yF3n0Kn0rg9WlWTw5rq/PtWIbef9rvXd3U0Uk0qyuJHVOCrYOO2fauD1WMHQ9dmRmBMIB9GG4UAdT4MUt4M01Nz7X3Hch5GD0+lb8bt9nEiod5JUx46ehFc74MlZ/COliIsHiLBlHBP+IrdkmkS38to13ZyqJ2HcCmBNZ3wUyW7JIJCN0Z5HfnHvUc2pia4iQwgxsGJLj7/p9CKrTSiGeNFaR9xGGB+6OvGaha6W6DQs6tJ5pVtvCHjjB7UAYdxdfaLrU4RJwkEnzDuNvSqvwxDSeF7hVlKv5wKJ2PHNVbm5MN/erChKG3f3OMGmfDq78jQpB2EmefcUgO1ZljkA2LGGXG7zM7W7D8ajubwGMGMbQuFwejeuP8KozypHH5rHB2cjOQ3P6EVn+az7yJGIPIYnj8KANa8uI/4wJA42ll6L+FcprUvmDyiOUbaHJ5I9K07qeNCJJpQsZ4JJ9KwJ7lL+4KWzKVByzP3HtSbSV2NJt2RSt2WLx7bbssoiXJbr0rqprp5wYoj5aq+fMXpj0FZUVnbJdtdlA1yVC7iegHpVhpPTpXmYjGfZgenh8J1mW41jiXbGBjOSe5NSg5qgrkHmrKyZFeTK7d2epFJKyJWJHSlXJ6jmofNyeDUiPjksOenNRyt9B37j/Lo8sDvmj52/hP1AppJUcq2f8AdNHsp9g549x2360GMFetRtcBB8wb/vmkW8jI5OPqMUeyn2D2ke44KFNSjBHSo94cfLz9DSF2QcgiolCS0aKjJDH++aWCQxSh0Yqw6EVE8gzyaOuKI3hqinZqx1MGpC7RpMM16IvKjJk2o49D71yHiAsvg7WFddrmSNWUjJ+961ajdomBBOPSpb8w6zptxp1yxjWUA+aoyQR0+or18Lj0lyzPJxOCvrA2/DBli8K6ZGsil57cuAR/Cp4yenWtNYZl86RGjdJXUbM7cP3xWRp+q6boHh+ys9QuA5jXaFiBJYg8cdgM5rSsL2C/aZtPuY5odwBjncKy4HLqO1exGSkro8mUXF2YjXcQLLBP5Vykqx+Y3yqOfU9a2w8bOq+RlCC7up53HuPrWZvhv7lUEUchGUVCvy7h6n+8asXcEsccKLOpmi+Y7V/g7oO2femJGDf7pPEFtKWY/vVIPRiQegrJ+GjqvjDxYzqxUF2K45OHq/qSsniK0DSMP3ylQw5CntWR8N3EHjPxDIGKuJGEe88Z39GoA9Wa4UzRh2AY4aJipI+bsT64qs14wF0BHIFt5Nu5QXV0PVvp2qb7aGdHeN2CM0MgUZAkPTjrj3qOSTyrqJ4V2pAGEh3YjI70CG5icRzoGZBgoE4VAezdzXKeKZpRMwaVXjL7VZRjC9hW5azm7017uaFYNzFIz5hJZAfvmud8Sho7mOKXKRlRyec++aBnPWEzH4vXbtAWk+zDakTAtnZwQT3r0qWVRFIhu2hO1M7ECu7Dqpz355xXmmjnf8YpyvaIfdHTCda9FMAkaB/MSUNlXkdfQ5AHv70AWoIHuFFv5eVaNQu1du0jnGalkISxY+XuIYQsI1yNwPOfb1p9sjzxSFphNh8oEyp4qePdIkyEKEGGIBy3PXNAHMeL42NnGrk+SgBKjI2sD2Pda4bVjs+I3hZmVcCGM/Lx/Ea7/wAZRxiyiEblschWOQorz7U9p+I3hZgM/uY84X/aNAHrBkljuXMDOZZX2vjll98+gFQLJPCIXF258uNlYNykgyfmBH8VXpZR5rSqo3pLuUEYC54+bHUU0nyppJlhMtufvBDjnp8oPQGmBSSBWt4MRLHbjfISGywDDqF7EHnJqhro+zaFiaZ7gRgMkw53+5A71tJGpnLLLHHIR98dAg4CH9eKyfEKQLp7tFEgljB+6+A6kc8UgPMvGssaad4dgQMSl3JIz9iTtr2cTJPH5aybZlCvL5RALKQNoJPrXivjGKRdO8NublXge4fEQADIcrmvZ57eK5dGaPEaRBf3P/LTgcE9zSAvW8sTxYSNVkIDMEPQ+x9KdcRm4heS2iRpsh94G1GHqD7VRiV/sz4doI1/2cGLI+7jvUpm2vKpbYAF3FfunjnFMDzz/hYPh5FAF47kn5spgAegqOT4haOIXjhuArEHY208N61YuvAPhu2ZXj0+CVWcFUDH5VPqc81FJ4H8MLKwXTE3R/MIwzEP7H0FMDO1DxnolzprW0NwwLf6wMM7m9vxrl9e1e11EaKLedSLN2aTPGMkGur1bwZoFrazSrpkcbFsoCxPGO3tXF69pFjAdFaGyiiS4kZX2kndyBzSA7keOtFfcz3rqzJs2joD3b6moz460cCYR3IUtgxOq9D3Jq9/wg3h0T7xpkDbhjy23AAjqc/SmSeBPDwzJHpCPFMxAYMfk/2gPSgDJk8Y6U0n/H2fLYYZWXcCPf61A/iywk09rVriJWAz5qZO49uD04rYj8B6ICN2mxhvMVFVckN681FqPgnw4tnJd21pAUjLIwVmHzjrnPakBwurXltc6ULeBoy5nWRs9QBXUaD4r0rTIHSe4ZnKhVHUL71zGs6PpsPh2O7ggSOYXKxsQcgqRmutsPCOjHS4rufSgoaNW3EFgwx1GKYGh/wn+jusUUk7kKArzdWyOQamuPHPhm5DGafexH3tnL/Wo4/BegMqOujxSQlQzSZI2KfXmmTeB/DaL5620f2dEJL4OD7UAUn8Y6UryKt2roUwrbMMD6H1Fc/qOsWVxo1/awSq0k6gIM4xzXYv4F8PvYGSLTImZzj7xBQY6+4rjtV0LTo9F1SdLGOOW3QbHQnA5xmkwN/wt4z0nSdCtLO6mHmRAgkDJB/rV5/iFpMgwtyEQNn7nOPT2rJ8P+GdAufC1pe3en+ZM+QxGeRnGatXPhPw/Ftxp0Tb1O3YSSSO31pgMuvGmmPKsqXbBwcFVX5due2ehqI+MtNa0RBLtdZGdlAzu9Mmq114a0WJMx6YegwNxLc1aPhTQ7dIzPpwWMkbmySyHGefagRiT69ZNLNOJQZJInUdsFh0+lVfDet22l6O9lcSAeY4ZtvUAUXtlo0ckoS0hUFCU+Ykn0xWHb2kcdrsuIIt5Od3VvpmkxnYP4o04wMI5iZWPKKhIeqF14gO1Uto/KQdS3J/KsFQkS7YUWMew5P40xfvc8k0ATz3U0jktIxbuWOc0+yuDDLuBJZfmA9fUVARuTPdaQEoQ6/eFTJcysVGXK7nTpch1VkbKsMj6VcQElck/Sudtb+CyjZpUZoicoF7N3B9qr3PiW8lysBW3j7BBz+debLBycrLY9RY2KV3udsvlRxl5nijUd3YAVQm8RaJCdrXjTHuIU4/M1wM1xLcf652lH+2aiEUec7efTtW0MFBfEc88dOWx3beLtNQFoLdGPGDMxb+VVZ/Gl6Zrb7PPBFBnMwjhUd/euZDwlcG0gyRgnBokjtmmgKW6BF/1gz96umNGmuhzOvUe7PQf+E2sNwX7Udp6kpipk8b6SqqjzFhzubZzXJh/DhyfsJ7DGasqnhd2JWBTsGQhz81XyR7Ec8u50Z8baOYX6JMVwnG4E+9Mn8YaO6KFEattGSF796yxZeGI9xe3tinVSrHJJ7fhVPUYPDsVsfJS3+0ORgKCdop8kewe0l3Ll74nt1t4WtI7aabzMSBht+X1FXpNa0IorRalKjd12kjpXI6oNKfToBZW8YlWb5yudzLjvXWQj4fi2TzooRIEBJ+Y/N3FZSoQlui44ipHqV31e0n4jvoHPbeNp/OnJqAT/WgqvqORVTUdX8DW3Fj4fN1IOcuxRP55rlL3WzNITa2VvZR9lhyf1JrCpgabWh008fNbnoC3KtGXDBlA7HrSGfygWkOP4mPpXC2WvzQsPMGefvLW0daN5GSPmBHLDjJrieXtSsjseNi436iXN29xdtMzH+6nstQJeyQOroxDjhWBwR+NQs/HPJNRxjL7uw6V68I8keVHjzlzO52+jePLyz3w3kYu4HXBPCup9VPr9a3p/iJoeYkSWWMKhBjliwWJ6hvX615du5pzbJk2Sorr6MKok7O48W6c2o280F0FRGGTIuSoB4+tZPhvW7XTtV1ye9uoSl8W2nbw/zZyP7prGsbfTYp41nsY5otw3AkhgPr3rb8EeG9M1/XdWhkt0RUO+3SUE/Lnp+VO4HoNp8T/DNvJEju2xVJdhHg5xgDPf61DH8SvD625ga7xGv3Y/K3B+cjNXV+G3huNI45NFgQYKtKzlstngjnpTv+Fa+GpNjnR7XMmQPLdsEeuPWgRlN8RPDrSF/PkT5hztyCOuAO3NYeveMNJ1GQtb3LYL7irdvXHtXTp8MvDB8ny7AA7jkOSW68gj+VYHiDwdoVndBLfTYlVX2nGc/jzxTGYmn+INNt/iRPrckvl2LRbVKHJztxXZD4jeHWtEDTETISy4Xg+/1rjLTwzpc3xMudJezh+yRxBzGWIA+XJx713Vv4B8JzRmZdMt1i25CuzBs0ASJ8UPDqwKpuWLgjlV4x3/GmJ8TvDYVy10zN82CE7HoKsD4e+EWCD+x4gX6MHJGfzpD8OvCbTBI9Jh3hN5DM20g+lAGBrvjnRdTs9kF0I5D1BXjFcxea5Y3HizQtRFwBb2cSLM2OQQSeB3rqfEHg3w1YW8ZGkxRMp5ZWOD9ea5XUvD2mR+NdCs4LSMQXcKPJHngkk0gPQLj4oeHdwMNxISxJOV4+pHeqy/EfQHbFzOJgwDOzKRuYdOOgFXrr4eeGY5EUaNBGpwCWLZz3PWoZ/APhQxySppCmOBhlYsnIPTJJpgU/+FjaM1uQs0SFmyyBD8y57mqmueP9Iv7JobKdEYR7Ylki6HPJJ71pT+AfDIbK6dbIwTZJC+7Kuen0NUNU8E6Fb27PHpEQ8shS6yE9u47UAcV4h1S21G00hIrqN3trhnf5cYU479+lejyfEjw4Z7WVb+dTBnckQ2pICMEEexrzfxJpGm22n6E9pZIhubhxIeQWGRwf1r1ab4beFE+zvBpETs7KGQEsCMc9+DSArP8AE7w5tiUXTEAHcRGQx9qg/wCFmeH2Cq0y7Yz8pKk7s+tL/wAK68PvdJEmlwqGY5LZG0emc0SfDzw7GxY6TblRwQGIx+NFgLUa+SGkaT53OGkQZz9B9aJL57FoTIGkikYh5tuSn1x69Kz7e4hvbaOaK6VxKPMV4R/qwParBuWDDzVbzJTgKvRx2JHarsBX1e9eXTXdg237yMw4UHtXDeIyrDw+uAFMzvgZwSWHIrvdbkSTT3RSu0RgOGXnOe3rXBeJE8tvD+GJPmtgE8A5GKkD1kW2CroVSMSo7KWxlMYPX3NSJG81vKzs4ETNtWPklR6VOxDFF2hSqjIIzkkc/hUEFwYQUMMqOjYQgYVh3OaYEcCxToIwC3zeaxm+TAz0GOmO9QaqjRaddyzWjJGxLAOfkz0BPqTVu4uYmQiUApu3YQEA+59TWbreEszcrNLMXgXy4d2Uxn7wHekB5j4ijVPDU21AD9uQsSMEHB4+ld9p6r/Z+lrMs8UktrlUifBkK9NvY1w/iddvhTADNuv1Ys45HHSu/wBNGPDdtGjiVWt1cuwy68YIX0oAmMFyftbxCWzwoZ9+G3kevt7CnRRLLF/q5UV89ujdxg+vpVG1mu3kubNrgfu1BTccAp6E9zRHqDLO5BlcBAZIm52sD29aALQuYvsu23dIkVNpTZyv0rh9TAbw7rjAcCIc/wDAq6Z72KWOZwygxgq6Ac4Pf2Ncbqrn+xNWG370Y5zjA3elJgdF4XZl8J6dldwwxUBu+fSr9xL9lkcgcs/mIdvBcjp7YrC0W+jtPBunytcxxMqtnf357CsPU/Fs8hMVm3y7cNJIMkn1UdqYHXajqVnbW4eeVYnABIY/MT6iub1DxrJLDLBZReWr8GRzlj9PSuTeSWaTfI7Ox7scmgA55pXAfvb+H5c9cUfU0ClpANxS4pcU4CgCJsq24dO9OwM57HpTyMgjFR/d+VvunofSgBVxgq4yrDBHrVGe2aBvVD91qukYP+FODAqUYBkbrQBl7RTgvHWp7i0kjO6L54+xB5FQB37pQA4A076im7x3U0okTHSgBcflTsnFM8xB070vmL0JH50ALSUbo/74/Ok3rn7woARjimMePpSl1xnNRs69jmgCNm6gCoSPoDUhYE9Kt22ntKQ8oKp1x3NAEFnZtcuCciMdTW2oWNFVRhQMAClAVECpwAOlNwWIAOT6elACYLNgZ9/YVISB8q/dFKQIxgZJ9TUYIoAdmgGkooAXdVi2vZ7SdJoJWjkXo6nBxVaigDvdF+Il1CYodR/fwrwHH31B/nXomha9Z6hbRtazh1Xkxr98N3zntXz97ZxVi01C4sZRJbyvG46MpxTA+j3J8tW2PNGxySFwwPofauO8QJHkGNSyPITvA7/3fwrC8P8AxHYOkWrCSRApBmiOG/EdxWtruo2l99kuLGVZ1ON4j4wfp60Ac7poz8Z7gBWz5Q+UjP8ABXoMtoj/AL1pWYxcNF049hXCaeZR8bbrA2t5I+92GyvRl8qSJHcKy9Q3TcM9z6UwIj9nh8qEyLHNI2YVY4yO4A9auqqgFCx2l/NBx9wdhUBs08yJriNJWi5jfALEH0NMMioAdxViwUADk+i4pgYni1EltUnBkSbf/q3xtI9a4TU4vs3j7wwyggtCjDnr8xrs/FbPa24892IyAm7+IntxXGamjR+O/DBb5lNuhGGyPvHikB6prd3FCDetdIl0CqO7qWCKTn7vf0zUNtqFpM10/wBoSNN28Qx5+Yt0Z88DpVeVomkiScecXIBUrjjPC/8A1qkhVJY5VSP7OnmKrkrtWQr169fpQBbmnQqTBJskfhZJFyGfP3SR+lY+sqn2aaO485Zx8zpHwp9ye/0qVL5WjjtzMIFlaRJEc8hx/qyKztWQxaE9rM80twkokmC8vuPcHpimBxHi/J0nw62xjuupAT/D/DwK9fvpILKJUshHHLcQorqxJJ46D0PvXjXiuRfsOixhWMi3sm8qfkOdvT3r1dVkEtxP8jRQRIqc7mJI+bBPTHap6gOvHNxIkay5jjQBE2nDcfex7UyKOe5yollgh25aPcCWPu39Kis7t7YPEZDEwwqu3JcdcDvnFWj5ao6NJIscpDo6qCEPbjufaqA4PwpZ3OlWSpM8BmndlVl/hyM8H2rQWd7+2eW1mJkKck9znBP0NV4da0eC3eCKWIB1/eIx45OflNc9q0trBb/aNL1CVX84O8KvwseclR60NgdLqcrTac8USyEIcHzDgqe+PWuL8Rrl9Ectk+Y42jp1HeulvfENrdachdkZnbcSrfMOO4rl9duY7ltHjjC+TFIzSbDkqSRmlcD1q1FqqwStIwDJsQFvmfjkD2qVJzhEk3hd2ACOgHSuYvfEWkJZxCyuFae2/wBVIzY/DHpUsfiKwbTwDfBZmTDEydGPPFMDo45GaZ9gZ9gzGjcBSOuPX6ViXDFdOc79gR3ASQZdlPYegqqvieyktVM15FJKoL4L4Bbpmquoa9p89sqR3cYZDklT97I6UaAc14obPhDCl8fbEJBOQeDjFd/YzBdEsRMoWJLWMiQdN3ofevNdevorjw0bWNkLC6UqqnJKgcmustPE1hFptjBLcoXSNUKg8KMd6QGp5EE9000eHdhy0pxx/dIprzbQbvaibVKqucFSeCD61ly+JNPacsLlCh4OCMg9iKpXviHS47Vh9o8xiOOhJb6etAGtcSxJDKsQKqV+duz57/hXAajqcMlrdWyqT5o2FwfQ1W1XX7rUpMbmSJeFXP51lZz1NJgS+Y5iSLe2xOgJzilUZpiiplFIBVXmn4FC8UooATFLTsUDg0AJilFFFABSMu4YpaKAIc7PlcZHY+lOOOo5FPYbhg1EVMfI5FADlcqeKSSCOX5l+Rv0pAVb7vB9DSnK9aAKzxSx9VJHqKiLDpir4ZgeCaCFb76K31FAGaSAegNVdyLI++PdkjHNbD2kD/wsp/2TUX9mWpOS0v5igDMMiAqfIUDHQ55p8Eg2n2rVNlbMF8wSSbRgZbHH4U9LW1j+7Aufck0AZmdwwFJz6CpY7GaTGVEY9TWmoC9FA+lLk0AQw2cUPPLN6mp8k03NJgnqMD070AL944H504YQcDJ9aTIHAHFITQAvUc0hx6UZGKM5oAKKKQnmgAJxSZpOtFABmk4paQ0ALuKnINWbe+khZW3sjL911OCKqHrTTzQB12i6xOPHq65PJGolUI7AcLxjke9ewWzLNAJLQpNaynLMrggeoxXzpFK0ZGCK6XQfE1zpUqKjkwbstD/CfWmB7UZAEW4AQxFSoPmDIx/npWXNK3luYrhTKkiq6kA7Qe9ZFt4y0f7CGiMLOrsxhcbGB7cd/rVQeIdPuIBNNdWlvM7bpliOWc9ifcUwJvE0p2mKZPKeF0U4+bIxwQe2a5G+iX/hPfDkcMSpuiQqNx2klia0Nc1lZB5VvdW0kcj5BRiCQB/EKxbq6gk8XaBcGUGKGJBM2eEYE55/KgD1Sa0uJHdJjJA0THIDZR+ezetWplhGLV8bc7njeXcdvZh75rOi8VaOWm83UIHVX3QhnGE+lV5PFWlAW4OoxFt5lZyAcHsPoKALkYe4LfZrYsDJkbwCrAdw3rWbrEUn9lxyrNK5QuAjNgDnp70//hJtJ37xeW8bAkMYn27iepx0rO1XV9GuLPyI7/bJGd67ZAwP4+tMDkvFaouj+HgqqpN1KxVfXivUkkRLGBpn2yyIPMUcbVxxn3ryXxNcRXUGjLHIsrQzvuweQDjk13sniXSDdW/m3iyIMDcG+5gYx70luBuo+QsgY7EwMkgkHPB+vvV22hPmMrqqJg9G+96NWFZ+JdAgVomuYTEEK7WbnHXr3qynifw8ytCbmCLK4ysnQH+79KoDjz8MtHjgkeWS+Plk/KkmTzVK8+GdtGqeTcTjcwHmGTjHtXopnzfTs4cbCqpEDgBsfrzVMR+cSsyojMcKXf5ozn5gRUAcNffD3SrSDLS3SzbclDL1rldX8P22nPpTRPNsu3YOC/IwRXr/AIhixZsHl6qdgZeBj3rzfxHIWtvDm9cOszhx77hTA2pfhtpO3Kz3YJGRtlyKqDwDphi3t9rVgvQycA5rtwPJWRSzh3fdIq9AWGAMdhWa7SmJFglJZCVkDjgY/rQBy8vgTSY03F7kgDAZJMqSf5VFdeCtJhtTKWukfH+rMuce5ro7a7ivZGkR5Ut5WJWPb8wGMbT+NZ9+rRW8zNM7qF/i/lQBwuqaPbWWkG5jkk83zggBc42mt2DwhpskVu3+kN5kIdyJOAcVmay+7w8Mcj7Sp/nXSwTH+zoEPAeAZB6cD1pAYN74e0m0ha482fy0OCrP976VzPyKzeWpAY5yxyQKv6vqMuoXGCQIk+VVX7v1FZ5BA5ouA5RUgFIo4p4FIBwpwNMzRmgCYU8VCpqRaAH4oxilFFABRRRQAUUUUAFIaWjANAETRhqblkPqKlpKAGhlPqKUYz1owPSjapHSgBcUfhSBPejB9TQA78KXPPSmbSe5pdtADiaPrTdtPHSgABBHSkwxPJzS0UAHeg0hPNBoASiignFAC03vRRQAUUUmaAFpDRmjNACHrUeDmpDTTQA3HOcc1LG/OKZjJqQphNxoAtrbw3m0TKzFTkFW2nHpmul0zwLpOou8kFzcPCiCSbL7fJY9EOeufWuX0+Us7rxjFb2n6j9jlHmyyi0YgTxxn7y8c/hQBd1TwLpVlCXQXYdDtYCbIORmsK40C0j8S6TYAXHkXaKzgSZJye1ei6/Nam2XyWby5TmJ0GS4xwSe9cjqYA8beHZAxXNumTtxjDYpgby/DDRBdTQ7rs7fuO02A1Rv8MdJjO1mu8Z5ZZuF9q71ollVZDKLcJGxVnOCcnk4Peob6YRRqPOmEkYVFVgG3Z6nH0pgcSfhhofkR7bi7LsS7t5v3VHQEVm6h8PtMsvOJa4AXAVDN3I9a9DyjXVnIkqxyqXdFYZ3RgfrWV4iV5dNjbcRK0ZO4/dznPP4UAeW63oFlp0OmvC1wDcTNHIWkyGUY6V2Nx8MNMa0nNrczq7AGKeWX92OOd3p9a5jxDcvLFo0PBhjuXwe+Tj9K9S1LzptEewUKxuVEZHYAgYOPTFAHGW/w60O4szP9rnZQ20NHLuVvXHtWsnws8PSopWe8GRkDz+GPoKn0m0XR7F7K1kMiZ3bpOvpwO1bVhdulqsW9STzuYcqfagAnldxHcIshaNsSgkZj7D8e9UL6yldom064gVY5PMLSIXaQfxY961NRkSSYKfLXzCxcAcuQPb0FViyXELLyI5B5ZC/LtGOMH1oAzfEd3cTWIyjRyRjCNJgoqHsB6n9K4HxLKpl0RSrArIxYn8K7fW4VbTvKyJEhCgMOM47kVwviMD/AIkgJLHzG+b8RQB6MsrmQjOUZclj2I5GfwrNubsbvKRmjif5o9vIb1z3A96ZLcNFeBGbO8bTtPJ46n6Vmy3Qh8wy7RM5CKW+6U9Ae340AXWl2xNNBMrBuCyjK49qz9RlBtpd7Bh2Hqad54W3ZYwsaoCoX+E+1ULu4/dSKw6gAc8ZPpQM5zVyP7IG3AHnAnHrzVzUryS30iECU/vYgm38OtZmpPv0kEDC+aBn86Zq8xka3QPuCQqOR046UhFCI7pAO3pUk33xiobc/vanuuJFFIB8Qyop5FNh9KkIoAZRRRQA5TUimohT1oAlBp1MBp9ABRRRQAUGiigBAaM0uOKbQAUlLRQAlFFAoAUcUYoooAKXNJTuKAAdKTNKfakFABk0A8UtHFADT1opT1pKACjFFGaAEooooAKSlooASilpKAEpDTqSgBYxlqdcttTGKWH71Q3rHpQBPpp2uSa0hIEcZ5z2NZNqxQrjqa0mQABv4u5oA6mwvDdaQttcz+Y9sSIFHBRD296ztTZh410DeoT9wmRuz/Ee9VrSfypIZN5VXPlufQHp+tXdXZYvHOg+YE2pCmYx1A3d6YHp1wzTSFrpTEgIy2zzFlUHp/s5qPTZpZYLszWQtptx8wO37zA+7jPUYxUU8pfVEt2SeK18zcrMpIkbGQfpmn3UchlMkiENHFt2xsGCj2b1z2qgMmSfYibmVLmBCIgincysfvAHr9KNSn8y1nSCVDIo8yaPGQ/GDg9j7Ust1buJwlpJLeoqwhpSA0a5z09TVTUt01gsjW7WzEMCBxnnrSA4jxHB5dnorAiVXuJMScZ7cfhXd2ZuAVjufveWCkmfvY7VxXiYRrp2gNx5huZAe3p2r1KOECKPMYbKgKD2oAz0BEbyg5Qj5jjkDPT2omU/LIkigyrn5zwDVqRreGR7eWYIzj92ndj3qwbeM2ixuA6gZHHb0oAz728W7t3t7m5iiZuIJbcjcB6g9jVOK7ENusYm8wLIVkaQgEjH3uPWuVk+HNwiqBq84fGWBT7o7d6rv4BmD7P7Yl3cDGB19OtAHTa9qUc1qFDoAP4RjGP8a4XxBKrPo6jBKO5IXtyKfqXhSWyt5HGpyzFeGVRnbWJeWE1sLI/apCLkkZZenNIDvr27jmjI85BuXBZcbl47H1rJivxcecsskbKi8FhhuP61kS+GX8tmF9McNtAKVA3h5gm4X0h45+UUwNma62Iy4DI20r833fpVae4jePn76/KBnIJ9ayTokmAftrFevTmozo0ixlvtbfTFIBNQYHSwDkAyg4qjJK8oV3OSVp15aPDb+Z5xcbgpB7ZqNsgEegxQA23/ANZmp7zgqahtu/Hep7zhVIpASQdM1K1Q25ygqVqAGUUUuKAAU5aQCnAUAPFSCol61IKAFooooAKDRRQAdqQdaU9Kb3oAKKKKACkpaSgBaKSigBe1J3opRQAoFFGaMigAFFLSfjQAE80lKeaTBoAKSlpKACiiigApCaWmnrQAZNLSUUALSGl7Uh6UASRfeqret++xVqLrVG8Obo0AWYM7l9q1ByorNth0NaUfSgCZMm3kX0GR9RzVud7aXxro0UVxIUSJBJPJzgk56+gqpB8smOx61TXR5G1jTbCO9kC3YJ458v5iKaA9bh1Fk1Dcbx5RAzR+SjDZK45BJpf7SKskga0HmQt58C8r5hPG36etcXJ8PGVmRteuMqSGOzgnPUHPT3p3/CtbxpJW/te48uLIY7eSfbmncDpJru1jtHkaHzLl3XGJOSwP3m9hVW9vJLjSw8lwlw7ZJJAU9elYE3w+liWXOr3JaLbvUryu7p3qGTwM0Fm8z6zcq6nGwx/r1oAb4qaJ9P0Ly+Cty4YZzj7vWvTPtkEcJcTQklFK7mzg4rxbVdLbTxZeXqM8jTuyEOn3enIrrf8AhWw2JjxDcM7IG2CLnPp1pXA7b7daxXZHnRsjLuyxBKk+h7Ur6taeV5a3QBXHzMR/KvO5PAbpIF/tmdQDgh15A/PmpB8PLrEYOsy726AJ1/HNFwO4WVJJ8spV03tulO1Tjtn0qtKWa4mkijg8p/8AWEdUwO3qTSxxq0srTzRCOaMiMKCQO6nB/iqhd+WwtoyHMskm7dCvG4dz6UwMHVGWayZ0iMSyErtc/MGzz9a5rV8r/ZKbywWRgM/UV02uSA3TkMpUqSyDoD6getcxrAwNKwc/O2frkUAdNLOxYg5HHAI4rLZ8qWDqYwDnyxn5verspdgAxVcDP0NVpUVYgV28fhmgCoDJ8uNrHO1UHU0ycbYn3P74I/SpChA3Oq57ZOM1BcFREI+c+voPegDJuebQJkEGbNUH+6T3q3dPkLHjBXJP9DVNuRUgOtu/1qxej9yD71BbDg1Nff6tBQAlpylWWFVLM/IfrVtu1ADKWiigBQaUU2nDpQA4dakBqIHNSDrQA6iiigAooooAKaetKaSgA70Ac0q80YxQAEYpKdSEcUANxRilooASl7UuKSgBMUtFFABRRS4oABS0dqKAG0YNLiloATFNp9N70AJSGlpDQA3NGaKKAHDpSHpQOgpTQA+PrWdcn/SW+tX04NZ10SZ2+tAF+1OUU1px9ayrQ/u0rTiPAoAlUkS1JaEXHjbSIdrY4U7Tgtk1GeHzU+kqV8caDKMEtMFweh5oA9bktlRXt3szEiIqqAwLLyerd171En2uSB45dgjMojglGCZfUkDp9a15HtooWl4EhL7c/dJzgBs96qSGS28xooR/qghfdtJbuMVQFZ1WR5i0cjOZFiQgAqwHVs9x2rP1yBY9PmBXIV2UYbktjnI9BWoY3tihQ4VIzuOMkg9vrWTrESx20k5VjcNGM7jnH0+tAHnviMr9k0Nd4LC4b5fTpXqKzq8ERYeervyUOMDHOK8r8RAi10UgYRbl+M854zXpxTdEU25xH93HA47UuoEo8mPZLIiOYs+XuGdqn+dQJhYDKxKRyMSjA5Cn/wCvU0SnyJpjJ5a3QVPlI4YDsP51XWOeWSSLaWPy/u26YHce9MB19E0YA8tpDISN5HU+mayPJSzlleRBG2fnQMXCLjg/Wti6uWjksorW3D20hCNHKxJQnnLDqBWPA6wXNzJI8jMSzFiOrf3B/sigDH1mCBoDMqjcMYYdxXI65wNLPTLsf1Fdfqzxy2mRj5RnCjqa47WnDnTACSQ7Z46c0AdBPtki5Qgr3Pf3rLdPPw0bZZTjNXJZ/MyYdxUYDHqfwpsXlw5UfMxJJJ65NAFeWLcNwOVI5zVaUssGCc7e/erruPLAZUxnkg1TnVShIbntSA5+WQvJK2MYIX8qjcfJmlYkhj3ZiaVh8gpALbDrUt9/q0NMt+CRT7zmAH0NAEVn0b61cNUrM8tVw0AGaM0lFAC04dKaKeKAAVItM7U9aAH0YoFLQAmKSnUhoAaaSlPSm0AKtOpq06gApD0paD0oAbmkoo7UAP7U2lHSmnrQAUtJW34X8OzeI9V+zh1gtYl826uWHyxRjqT7+lAB4e8M33iKdxBshtoRunupjtjiX3P9K6/TvD/h8OItK0jUvFE68POn7q33eg9a7rQfBcWvW9uJIZLLwvBzb2P3Xuz/AM9Ze/PYV6bZ2Vtp9slvaQJDCgwqIMACgDwG+0g6cjSan8MhFagcvbXDFgPzIrMh8F6V4pgln8IX7faY13SadeHEi/7rd6+kb27tbO1ee7mjhhUfM0hAH614b4jfRbbWrfxn4QuB5VtepDfLECFJbuB6EUAeV3tjdaddva3kEkE6feSQYIqvX1b4o8H6T4z0vFzEqTsgaG5UfMhI457ivmXX9CvPDms3GmXybZYjwR0ZezD2NAGZTaU9KbmgApDS00mgBKTNLSUAOHSlpopx6UAKvWs24P8ApD1pKazbj/WsfegC5af6ofWtOE1l2Z/dn61pRHGDQBaarujrjxJoc3/PO+TGPeqeOM1ZsG231q5YoI5433emGGaAPcbktDNNkJJGJC4cqCUY9fxqCeBpo4hLK7LhjkHI574pkrr5zzGTjfkgDO49jj6VBDe7bq4dc+Ww3qqDOM9MH8+KoQlxHIqlULo6qqFV5BGep9TWLrsiy2MwR2Mi/ITj7vpit6fURFaMId6scorOOp+neuf15YreGTEmfLjVWCjgydyaBnn/AIoCpBoYG7HnuW44zx0r02aYNDFGgMIAO5scdOM+nNeb+Km/0Hw+gPH2lyefXFelK0akEsinhXbOQ/HAYUgGnch3si+am1Y0XgbiOTVWZDczCGO6ljgYsZpgMMCOgHtVp7iOOJmI/eFWCx4yOfemmaNYbd58BY8KkYbhxTA4Cbwn4xSdF/tRG3r8zqzfLjsaqXHhjxMvL6tEzEY5Y9K9VvJflJYMep54yKxLvHnRqY92AC2TjANIDy+40zV4Id8uoptBxtORWXd299D9lM0iN5xIT/Zru9etS25xtMWcKD1BrktZOX005OSx/mKAGyaXqsRGL1Bk44J60x9M1NCR9rQk5zya6aRW5LqMAbWP+e9U3Ik4U7SBsHvTA577BqJwPtCnv1qKW1vo42YzphRmtvanlFWVtwGOtQagQmnOflztC1IGCMhFB7CpGHyCoz1qc/dFADYPvH6VJc82x9qZH96nyjML/SgCtZH52+gq9VCx/wBY/wBKvHGKACikGKWgBVp4pi9afQAvanKeKb2py0ASClpBTqACmnrTqYeKAGtSUE0mc0AOWnd6RRTqAEpD0p2KTHFADKKKKAHAcUlKOlJQAKrO6xopZmIUAdya+gfBvhrSND0WCy1G8iikaZWvFkwonlxkRZPULxketeb/AAo8PtrXi9ZiimKxjM53jK7/AOHP481n+P8AxE+s64bWJmFjYM0cWeC7Z+aQ+5OaAPq1Nu0bcbccY6YrE8T+KtN8KaW17fyY7RxKfmkb0Arxf4T+LPEMepmykuTLo0EZluWuDkQIB1DH+Vcn418VXHizxDPeyOfsyEpbx9lQHj8TQAvi3xtqvjC+aW7kMdoG/dWqH5VHv6n61b8JymTwp4qsiMqbeGRPZhIAP51yHb8K6/wRfz6Za+IL63CmSCxDKHXK58xcZFAH0zpaPHpNmj/fWBAc+uBXlfx10eKTSrLV1UCaKTyWb1U81T8M/G+Rp1t/ENoixk4+0W4xt+q+lanxi1Szv/AFpPZzpPDPcqY3Q5BwKAPAT05plPNNPWgBKYacaZxQAE03NKaSgBwqTkiogalHSgBq9az7j/WH61ojrWdc/foAtWX+qP1rSj5ArLsfuN9a0ouuKALw+6KCpZHQEglSAfTikU4UU9B8woA1rTwp4svLKK6j1pCrKCpJbIFTJ4M8XlFlGtRBT/EXbpXZ+FQbrwvCd77YyyMOwIPGBW1NKB88QTc4yyEHK/8AAaYHmi+DPF0jYfXIRtBcEs3GKoXXhrxOltJNPq0TRh9nzEnJr1Nr0GzkZAqPcgxoGByqDqRWNqCv/ZT7wCR+R9M0AeValZarZpZvcXUMomlKR8Z2kY5roP8AhFvFCHnWItvHPzfhVPxHG0dvorFVANy/OeSeO1ekbwZo1YuVO0EkYy2P50AcMvhPxawBXWYuhbq2QO5pJfB3i0xrIuqQSqB8pDH9K9DtZJ3t3fMaPvZFON2V7H607EkU9orSP5LxkOwADZ7fQe9AEF3cM88ieYCIlGGJ4z7VjSOzSeYPmlJwyMe3rVk22bhrg7sSPlUfHX29ajkijVl3gu6k4YdBmmBga00giO7BATkjpn/GuM1nn+zcngs3867LWtxjKkkjk57/AI1xussS2mjtvPP4ikB0bnD7OSMVTkADnYeo/KrUjByzKenFQBPlOc5zTAzzGTIGWQ/NwSaz9SJFuqsct5nUdMVruoD5dhgdvSsXVTiaMZB+UnipEZ2PmFWMfKKgBHmCrQHy0DIl4apXGYm+lRNw1SE/uT9KAKdl/rJPpV4tkVSs/vy/SrnSgAGaWkpaAHCnU0U4UAKOlPWmVIooAkFLjNID2p2cUAJimNTz60w85oAZSdDS0UAPU06mL0p1ABTSaWkPSgBtBoooAUcCnxRPPOsUSM8jkKqL1JPao69t+DOoeFhYCxmjt01vzSwaZBuf02k0Ab3hHTdN+Fng8X+uTGG6vHXz2CltpP3VwPTvTvE3gzwb4y0d/EUE626hDK13aYAYDruHc16Hd2Vtf27QXUEc0TdUkUEGvK/iDZw+B/hlPpdg7AahdkccBQx3EAemBigDyXVfEsR03+xNDgaz0rOZNzZluW/vO3p7VgqflqIYxipQMCgBRXb+DtIvNQ8J+Knsrd55mt44lRBkn58n9K4lASwABJJ4x3r6T+EnhyXQfCYluoylzev5rKwwQv8ADn8KAPm2RHilaOVGSRThlYYINPNxO1utu0ztCpLLGWJUH1xX1T4i8DeH/EaO1/YoJcf6+P5XH496+WL2KKC+uIoWLRJIyqT6A0AVz7VG1SGo2oAZ603NPqM8GgAoopM0AOWpR0qFetTYoAKzLjmU1q44rInOZ2+tAFyw+43PetKPrWbp/wDq2+taUfrQBcTpUg61EhyOKlHUUAd94EvCbO7tTLsWGcSKo6vuHf2GK6S/uJllZ5IV+0uqiNAuQEBwSW9a4PwfI39qzwKC3nwhsK2Cdprt45JGmAWRvlDM+ehPYVSAZLG1sf3wkzGMh5D8u0+lZerMkmlF28xcnYCx+99K17sySQsJwWIYE7TkA49PSsTUkf8AswglNqc8DOSeg+tAjh/ExRdP0CMcsLmQlu5zivUp4FjIUlSMDCscsTjrXlficOLfRGYABrhiCOvbivWWZZZYsh0UqNzGPLE49fSgZEbJHV2VMswBWPOBkdMU5Ns6rHsfcSDvkHyjH8uasofKcYZHXOVJPC1RNzqCXr2sNukm/lHB689MUAV7uNHCKW2FTyw6VnTfLAyMRvB52c7fxrjT8Q7phtexlL9S205NVn8d3DuX+xOPUgGgDY1sqLeTAIfJ+6O1cZqvI04led55/GrV14pluYjG9q/T72DWRd6iLj7OzxupiJI44agDtCfbJ/lxUDsFIBXIPcVgt4ilYki1YZHPBqI+IJcjNu/HfBpAbrhZASo4PQGuc1Qqb91UYCgD/Gp2193z/oxyevFZrzNcSvMwwXJbHpQA0D95VwAFe9U1/wBZV5B8tICF1+anEYjP0pXHNI33D9KAKVrxJJj0q4TzVO1/1sg9qt96AFp3akpR0oAUVIKjFSCgBQOakHSoxUg6UAPFLQop2KAG1GTUh4qButABmjNJSrQBItLilUZpSKAGnrTT0pxFNPQ0ANopM8Uq5J7n6UAHY5ru/Anw813XL601ERNZ2MciyfaJcjcAc/KK2vDvw5ttHtU8QeJ5N1rFGjizRTueVvup79vzr1LTNF1LXI47vxAxt7ccwaXbNsSNe28jljjt0oA3NV1Kaz0uaXTbdNQvI1+S2WYKz+vNeLfFnxZFr+h6dZyaXfWN9FMZJYriMgIMY+90NevaleeHvCFgLu4jt7ZQdqBIwZHPovcmsm51uW5sf7Q15LLR9LPMaXaiSaQe4PC59OtAHy2GHtU45Ga+hLTxZ4C1i7ltbLS7KUIuXmnjSFMfU1Uv/BHgfxMZEsZrXT7r+B7S5VkJ91oAx/gr4Y0rUI7rV7yJZ7m3lCRRvyI+M7sete5gDHtXhPg7wL4o8PePYoFmkhsl/eTXER/dyxjt9Sa9k1fXtM0G3SfVLyO2jdtqlz1PtQA3xHdmx8Oalcg4MVs7D64r5BJLZY9TzX0p4/8AEWm3Xw51aSw1C2n8yLYvlyAk5PpXzV3NACHpUR61KehqFutADTTKceBTc0AFJRRQAq1MDmoQKmQUAP7Viyk+c+fWtvtWE/8ArX+tAGhYf6lv96tKPNZ2n/8AHuf96tFOhoAsxmpxVaM1ZFAGx4bkMfiCxIYAsxQk8cEV6RZsjeYW2kZ3NzwMdK8fmuHtIDcoNzQkOB34Na//AAsqRI1j/s2UADnqM00B6LFcL9oYqV3TD5dgJ+tJrsYk0dwQM7TuYHBB9a83/wCFiOqqq6dKgznCgjIFLcfEaae1aBtOlWM8E4PA96YEXiyMrp+gMGUp9pcYPXI25r1ieZoYlVZ3YMoO0cZ4HHtXh2seJI9Tg06J4ZYUtZGdMr94nH+FdHJ8Tb2Vctp0hcDBk8s5I6UgPSwGxGm1fJj4VQoBZj3z3qCSKNi4SNPM8xQMPtK89T7156PiZcZ+bSZGUALtZWwD61Xf4gXEsxK6ZOq7sldpyTTA6a7OboLtxM5LSOf+WY9B61UZY4yI2QDdyVZelWru4AlljikYNg7Fk+YMcfp9Kz3kkWOJn2+cfl4GQ1AGfqwQW7Ou3HbA6VyGqgg6eSf4z/Oup1RsW7j5cE9AelctquM2GDnDngfUUgOgIVgchQAOOKgfaWZuOmAKssd5yTg9waoylSVxgMDjB6H3FADWytqWkADLkgjpXMA55Oa3b+c/Y5M5X+EA9TWEOnWkAsfL1fT7lUI/vVoL90UARuOaY/3DUj1G/wBw0AU7UYnk+lWqq2v+uf6VaoAdSikpy9KAFHWnimjrTxQAoFPHSmCpBQA9acaRaD1oAa3SoG61MxqBjzQAU5RTRTwBQBNHSt1ojHFK3BoAZTG6Gn01jxQBH2rd8HWA1DxVYwsm5FfzXH+yvP8ASsI133wet4rzxysEuQr20nI/A0AeyWttJq3iy3gnw1ppECyyA/da5k5H/fK11mp6jbaRptxf3kgjggQu5J7CsPwewmbXJ2wZG1SVT9FCgD8BXP8AxTWfVX0LwzbuV/tK7zLg9Y1GT+FAHO2urx3aXfxG8UITaxEx6PZt/PHqa8k8ReJdV8V6u13qEzyMTiKEfdjGeAorrfi7rUcmtweHLABNP0hBEqKeC+OT+HSrfwg8NWk0954n1YL9g01SU3D5d4Gc++B+tAFvwb8FbzU4Y77X5ns4WAK26Y8xh7ntXoSfBvwgkWwW1yD/AHxOQa6bwzqVxrGkrqk8ZijumMkERHKRfw59z1/GtugDH0DQo9Asms4bu6uId+5PtD7yg/ug+leTfHqY/btHt8nb5bvtzx1xXqHjXVLzRfCN/qNht+0wKGTcuR1HavFvi/qT6he6DJMgSY6cssijsWOaAPNv4cZ49M0GiigBpqButTGom+9QAxulR09jzTKAF7UCkpRQA4VKnSohUyUAP7VgNzK/1NdB/BXPP/rpB7mgDVsBi2H1q+hqpZgC2T6VbQc0ATx9xVpegNVk6ZqxFyKAJcZRvcGu8s4/tVhBMkccR8sb2K7iUx1A7VwidQPwruPD0XnaBZTgCSWFZImkyflXPQjvTQDygtnjneJZPMciEKvK44wf9k1Dq4hkilDpCssYw6BcDPtW/HCVJZF+aWNf9Y/yv64HtWb4kSMW0hkRXX/lmyjBP1H9aYHn3iHYljoaoqqftDnryOleiQzu85IjjnfZwm3aFIAzn2rznxCpa20aRj8xuHX2A4r0S0BFrAgfzQoCSEHBdT70ATK5ig3IqeSxEmU5IJ4wakkmhhd7PAco3DsCCxPJ6dhTYgsUydEtWkEXlA9Mc5FXo41addyqioWzu5aP8PegDlpTF5KOsi7QcMCP4vQjsfes95WbzE+QBQS4J5LemKlLNGGivUiE7lm+U4BXtn3qhfKiyRbGPnrwyg53A+v+NMChqrkWLOGzKeoxgqPSuVvD89pgkjeTzXRahIzxPJjG1drNXO33DWQ3ZO4tmpA6SdmlXCMVOOcrxVVuFRSFbacbsU5i5VdxLZ6kGmYZTvHQNg56UAZ2qTA2sa9HJ5BHYVkD7taOsP8AvUj24xlvzrOz8tIB0X3q0U+7WfGPmzV+M/LQAx+tRv8A6tvpUrjJqOT7hoApWv8ArX+lWqrWv+uf/dqyKAHd6XNIPWloAeKkWolqVetADhxTx1po6U5aAHjoKD1pR0pDQBG/SoCeamfpUDdaAFHNSIOf/rVGuevavW4fhjpknhCPZdTf8JC1kL8L/B5efu49aAPMVofrXrifBj93oY+2Shrnm944jG3d8v8AKuY1r4dXtjHr97DOn2LSpzH+8PzyDg8Y9iKAOGrR0Pw9qXiS+NlpdsZ5gpcjIAUepJrvtD+D97dalpn9o3cf2K7gNw/kffUcfLz9RzWppXhyPQPifaWPhbVXjWe2czrOm9osdmHHU4oA8ev7G502/msryJormFiskbdQa6T4a6omj+PdMuJWAjd/Kck4ADDH88Vt6b4Ju/F3iTxDe65qfkQWErm6ulQHcwz0HYYFYPiLwkdK8RW+m6LdnVPtMazW7Qr8+D04HQ0AfRGghdN8Ua1pjYUXMgvoPRlYANj6MP1o1HSjefELSb5wSlnZTEH/AGiyiuD8I/EXT5ZLTTfFgex1fTyUjupBgEdMMe3v2r1u2ntL1FubaaOdCMB42DDHpxQB8keLrO+h1ma/vU2/b5ZJ4/mySNxH8xXosz/2b8CdIsrdjG2rXYjkcf7THP6AVF8XvDzw2UF5Gh22U0sMuB/A7b0b6ckfWorSWTxB8G7VLVPNutBvVllhXqyZzn9aAPfbG2W0sLe2QYWKJUGPYYq1VDSdRg1bSrW/tnVop41dSpz1HSr9AHN+NoHv/DzaZH/rL2aOFfpuBP6A189/EfU49S8aXphO63tttrH9EGP55r3H4ga7H4d0438kqG4EbJZw9zKwwW+gFfM0zvJK8kjEu5LMfUnrQAyigdKKAGE1C3WpW6Gom60ARt1ptOY802gApRSUooAUc8VZjHHNV1+8KtoMqDQArcJXNzf8fEn+8a6R+FxXNzc3Tj/aoA3bcYgQe1WEqGMYQD2FTLQBYjBK1NEfmqGHpipYz81AFkcHiu98GYk0S7idysayZI9c9MVwQ6V1vgyGK6a9glmK4jDKucc9KAOpZJHuGl8iJTFlQhPAU98ds1m6xBIdOkbcpwvUckj0q/8A2ZOsrRC6mj8za5EnIO3pzWfrBe1tXYurI3908iqA878QiT7DovmKRuuJCMjnHHSvSJfKNtAnmAg7eOBkAdPeuC8W3Blt9EUhwVuX69CPlr0iOxRnVngTCAMd57Y4IHal1ArbfvSLGszl2ZIfoOnsKlgWUpvUR4mYOzbskMBjFSyaLAzCeK4k3yNuAjOG6YwKhh0+RdubpmjgHlqko2lfx70wPNJvGGnyqBtbDctkAmq03ivT5enmA4xkdQPSuguNOsZEBSyiYNzK2wAIfas+e0so4FzbRDOQMR0AYFxrtrMjLzg/d7fnWTcXUMzQFXGIs5B4Nb95aQRkN5aOWjxwo2k+vtWPfRIosR5SIWY5wOvNIC3/AG9AqBDnFJ/btuw5yMdBV97G2+ZvKQ+uVo+yWjKqiKMFu4WgDn7y7W8uTIn3QAoqGnTbfPcKABvOMCkzxSAdH1q9H92qUf3qux9KAFcVC/3TUzdKik6EUAUrY4nf/dq0Kq2+BK/0q0KAFFLQKdQAqipFpgp460APHSnLSCnDrQA8dKkgaJbiNp0Z4Q43qpwSueRmox0pG6UAenaL4i+F1vdl5/DtzCNuA8+Zl/75zVnV/E3wrbS/LOjC8n3Z/wBEtTbHr6k8V5DIc8VETmgD0JPEHw2idZIvCF+7qcgSXXH48103gbxyuufEprq9WGztHsTbQxFsKiLyBk14wtTJwc0AfVn/AAltkdN066S6hxeXggQ5H3ckfhwKr65p+jyaf4g0u81aG1a//fybnAaIFQM47/dr5lSSQIFDsADkDPQ+o96ddXM91IZZ5pJZT/E7bj+tAH0vDf2bQ6OdF1CC7uDbm2tRuyG+7udgOgAX9aZea7pGk/Emy0421ql/f25M93jDcfdX8ea+a7HUbzTLlbmxupbeZAdskbYIzUV7qF5f3rXd5cyz3J6yu5LfnQB9K6R4esLaLxHokmowy3urSSTvGjcojDC15u9gnwk066uZLuC58R3Q8q1Cci3j7sfevLkvbuK5+0x3Myz9PNEhDfnTZrie7laa4leWRuruxYn86APRZfiRomqrHca94Qtr7UlQK1wsmwSY7kCq918W9Vt7R7PQNOsdGtz0EEe5vzPFef0xqAPZdA+Jmm+I9IbSPFpjS5dPKa4df3c6+jY+6fQ1XtPC+r+DdaOp+EtU03UNOmGJIpbpFyp/hYE8/WvH+tPBIXAPB7UAfQ+leN/DfhRJFuJzZiU7zp9vMLlEc9SpX7o9qg1P45aesTrpemzyy9EefCrn6da8BQc4q6n3aANXX/EOpeJNRa91K4MknRVHCoPRR2rGY5qU9KiYUAIKDQKQ0AMbpUPepWI+lRHigCNutJSk5pKAClFJSigB6dRVyMcAVUjHNXI+1ADZelc6y7r/AB6vXSSjiufiXOpj/foA2lqRajXoaeOlAFiI45qVeGFQJ0qcUAXB0q1YeIE8OXkd7IpKMDGcfmM1UT5lq1YJG2o2glhSZRMpKuMj05FCA2h8U7B4omkVvtEbk7gdwYVQvviFYXkEkQUASHO3FdbJ4f0d41P2GGSRgQu2NQq885P0rF1fSbCOwyllB94oYhEMnHTmmBxOra3b6lDp8YlUC1lZ2Y9wccfpXYp8TNFV4mKXLYUBju68fyrmfENnDDb6M62sUZknYNhQc4AxXoVvoOmSyrNJptpvG0EeWAcdyBQBgP8AE+wQMbZCrHoG4AHf6U9/ihpYMrxox81MMrDvXQDQdIWCeaLT7XyzJne6Dj8O1NuPD+lR72i0+F2RiXYxKA3pj2pgc7qhkjl8lFURgEmUHLN+FZl0srNhQNnBJ7/jWpcuvmb1Pz5wcgYC1mlMpJlWVN3HPLD1z6UAY90xWBk5J3Zyen4VjX4A+w4HO4/zFbt8m22ZWbJPQDtWDfPuFjxyGOaQHQB/MbdwwzwoHSiZljikfZ0B7dKjgkVWYE4zyB60moTY0t2YZLJj8aAOV5JznrzS0g6+1P60gHQ9aup92qcQwaur0xQApqKTpUx6VDJ0oAow/wCuerC1Wh/4+HqyOtAEg606mjrTh1oAetOHWmipAKAHCnCkxS4oAeOlI1A6UNQBA55NQ1I9R0AOFTJ1qAVYj6igCdelI3SlHNDdKAIulRP1qVqiagBlKtJSigB1RsaeajagBO9PqMVJ2oAfH1q4nQVUjFW16UAKRUZqXtUJ60AAAFNanGmNQBE/WmGnv1qM0ARmig0UAFKKSlAoAlj61dhHFUo+oq9D0FACTdK5+251NvbNdFKPkP0rAtR/p8x9KANVakHApi0/2oAmj6VKnSoUOKmX7tAFuI5SpASPmU4K8j6g5qKL7tSEbgVPcEfnTQHpUMxktZZ5HkVyqSOiqFjXjnB759KydYuWjgJjWE27LliDjaB3A96taJO1x4cgcy5IiA2lcqCOMkmqGsx7tOmMin7RtDRDaPLIPofWmByHiZ18jQ1R0ZPPZlAHPbqa9Wk8uPI4YMoAZR2x1ryDWVuBY6MZHXyRcOI8rhxjGcn0r1G0eELboZkkkYASSucOvGQMHjFJgXIzNO8oVYmZQSIh0YYwWx3OKYrxKluPNklBUrmcYzjpx6e9HnoJmkWFkdpcRcYIUDnB/pU8Vt5hhIkUkkjEi4+U9hmgDgrwnzYwApGz5lC4IP1rMum2gkSEMv8AD2ps3iHT3jKrKMlcAtnPFZ02r2UgAeVQVHG0UwEuw3kknkdawr3Be192Na9zqlk8ZRHJOOvTmsi7likNsY3zsYl/akBsL/rVbBPYn0qHWHAsdoz8zj6U6XUrMgBWGOvSs/Ur2K4SKOJicEsRQBnin0xakApASR1aXiq0dWV5FAD81G/Q1IBTHHFAGbH/AMfL49KsjpVZP+Pl6sigBwNSDrTFp69aAJRUg6VF3qReRQA6nYpAKdigAFI3SnCmOeKAIHPWo6keo6AHCp46rjrViOgCwvSkbFKKGoAheomqdhVd+tADaUUlKKAFqNqkqFutAAOoqSmL2p/egCWKrQ6VWjHSrQHFAATxUeKkNMoAQjioj1qVulQmgBj9ajJp7dajagBh60UUUAFOptOoAki7Vfh6VQQVfh+7QAsgylYNsMXs/wBa6CT7lYMIxfT/AFoA0V6U8UxOlOHWgCVasL0quO1WF+7QBZh6VMPvCoIetTrQB2Pg9/O0l4JEDKkzDJGcDOQP1qx4jRHtnkcyr5LY+Xhfbj2rmtD1yx0qS4huZjFIXWRG59P15FaOqeKtE1G1ZRLiY/Md/TPrVAcnr8UyW+kMZCyfaH2evavRIsSJZrcrHOkzjIHUAdScdD6V51rV7aXlvpSW5DSQTO8rFuMHGMflXUw+KNISdpPtEUS8bQgPXHJNLqB0qyyvfYRcTR52B1JVlzhce471filVGSKYKMgneBkn/JrlYvGejogxdjzlb92WzhR3pV8Z6V+7zfIHViRmM9PQ0wOTn8P6UspWOzVgQTnceKzX0fT4hgwKeM5BJrfmcID8uNwB46D3rHlCz3G9dy7OCv8ACR60DMuey03b+7jAYcbc1Qu7aCNrYpHgOx3Cte5VCHwV3DuB1rNuyCljjn5j9aQi8dKtQ/8Ax7gLjgk9aztQtY7W4RYgBlOcV0KFCT8pIA45rn9TbN84A4UAUAVVHNSgUxKkxSAkQcVOnSoV6VOvSgBQaa5+U06mP900AZsZ/wBJf6VaHSqkf/Hw/wBKtLQBIpxT161GOtPSgCWnoe1MpV60ATinUxafQAVG/FSVG9AFd6bTn602gBRU8VQD1qeLtQBZFB6UChjjtQBE1QvUpyTUT0AMpe1JS9qACoj1NS9qiJ5NACrT6YtPoAni4Iqz2FVox0qyOlAATTKdSNQAx+lQ1M/SofWgCNutMbpUjVG33aAGUUUUAGM06kHSlFAEqVdhPAFUk4q7B0FAEsg+U1hD5b+f1yK33+6awZONSnHuP5UAXE6CpBUSHpUooAlHSrC/dqup4qcfdFAFiE1YB5qtDVkdaANLQNA03XNYljv7MzkwDYQ2Apz1PtzVzXvB2iafiOLS2JQHfIpbaT9aj8KzCLxJahgf3iuh9MYziuo8VQwz6e9wZZDEy7fLZvunsBTQHlWraTZ28emMlqqefMyuFY8gY6120/gXRbNSTYeYGICEt1yK5bX4olttEfydkrSsCcnDDjHHY13awqJklmDRHcGkUthdwHAUmgCrD4M8Lsu5tOIYOq+WWJyT1HFIPh9obSkPZojFjtAc4A9TW9BCvmBoZQglyT5Qw2O//wCunQzrPGpjVZmR9jOX2kqOgx6+tAHmsk8ckoSOKUEDGCeCPaqbswPyMy45wByw9KsXEx+0ly5bGCdp6euKRgp3nADHp64pjMy/i3M77mRzzyKzLwHdacAAsa2bwExgg54C5I61kXbHNmBjAY/zpCNwSDlOSpIUHpiudvSDezY/vY/Kt5RuDKpx83B9K5yRi8rseSWJpAKnWpajQVJigCRKsDpVdeBU69KAHVG/Q08mmN0oAzUP+kP9KtLVVf8Aj5kq0ooAcOtSL1qPpT1oAkFOX71NFOHWgCYU4dKZ6U8dKAFqJz1qWoXNAELHNMFOY02gBw6VYi6VXFWYqAJxQ3SlprdKAIjUDHmp85qFqAG0tJQKAA9KjPepD0qLvQA5ad3pq0+gCxHzirA6VXiHSrA6UAJ3pDSnrSHpQAx+lQnvUrmomoAjPWmN0p560xulADKKKKAHDpRSelLQA9etXoD0FUV61dg6igC033DWDcfLqk3vj+VbxGVrAvDjVJPoD+lAFlT0qcVVRsgVYjPFAEy1ZXoKrpU6GgCeI1YFV04qwpoAvaSzR63Yur7MTrk+x4Nd9r0McNj5piCuUICA53gnqR2IrzcP5ZEmCdrBsA46Gu/1K+ZtJjjMCkyR71mUnAOchaaA898T4NtofDA/aHGc/KRx+td3fwKsu4RvJbAgAt8zDgZ49PrXE+K1MdloSZCgXD++CcV3VzZeaZkknj3uixu3IGCBz7+lAE8QjRpJfNjJVVWMyZCRknhUA6/WrEZYW0++BmCKZB5SYbcTyB9aqPpyxhbdHOyJPLiWMHKLjnHrmr0c5uEhSMSuwAIAfBUAYPNMDx+aeB0JVwDnJb+9Ucl6mzG457kelRy+HbdWO2aYAccnqarvo0AU7Xm+hNK4Fia6hYEb84Xr61l3TFnteQQCc47VPJpEKIWEkp9s1RuLRYWgUSPiQnPNAjZnuItpYSYCru4rBH1zxWhcaZDDbSyB5DgcZNUO/akMlSpaiTpTxQBMtSiokqYdKAEbpUZqRulQuaAKKf8AHzJVxelVFH+kSEdxVxB8tAARTl5NIaVOtAEg608dabTgKAJRTxUa1IKAEPSoXqZuBUD9aAITSc0rcUlADxViOq4qxH2oAsDpTW6U4dKa3SgCE1E1SvUTUAMNKKQ9KUUADdKi71Ix4qOgBy9afTF60+gCxH0FWB0qtF2qz2oAD1pp6U40mOKAIXFQmpnqE8UAMNManHrTGoASiiigBfSlpPSloAkXtVqA9KqjrVmHrQBeFYGojGpE9MoK6FelYGrZW+jPqmKAGoelWkNUY2yRV1KALSdc1YXpVdOKnU8UATpVhOlVYzmradKAHMMow9Qa6o63aTeHoI0vFdnhHmITyGHHHoa5YetWLPwTpVz4e+3vc3PntI4Kq4AGD6UAVPEcyTRaRDE4l8qdizjk4OOtegS67pVxHMJb1ZIztCo3GMAdK8x13QLXS7fTDDcztJcyOJV39F4x/Ouoj+HGmNYR3Au7py+Cdsg4FMDojrVituqfb45pMEF9236Z+lNj17Tomjhe5VtuSWUjbz71zz/DrTPs3mpdXTNv2hC/JNSD4baULYl765WbP3RJnaMd6dwMaU5XL8En5gTmqh2joD9TV+RSUb7gJOf/ANVZ75JxvIHpjrSAguQ3kMAQOaxrwDdZn/aI+vNbF1jyX29QMH3rHvetmozgHBoEXNTDLbPuGMkDAORWKOprZ1dj5KL0G/p68VjDrSGTJ0qQVGnSnjrQBMoqcdKgU1KOlAAx4qvIeDVhulVZTgGgCqnMz/SryDC1Si5dquoeKAFNC9aQ0q0ASqKkFRDpUi0ASCnimCnigBGqu33qsNVdutAETUlKxpBQA8VYiquvarMdAE46U1ulOFMfqaAImqJqlaoWoASikzS0ANamU9ulMoActPpiU/vQBYjAxU46VBF0FTCgB1FFB6UAQPUDVM9QmgBlMbrTzTCeaAEopKWgBaWgdKKAHrVqE/MKqirEVAGiDlaw9c+WeE/UVuR8rWJr4wYT/tGgCjEckVpRdBWVCckVqRfdFAFtBk1MuAaiTpUimgCaPqatIeKqxnmrMdAEw6Vv6LOp0G9tiA+2fft6DBH/ANasBRya0dLkVY79DGXJEbhVODnkflQBmeJHL2Oi74RG32mT5j1I4r0+Autus/lxRkbY2UjaNmODivL/ABMB9m0Vs7t1y+PpxXrk8HnwMiRlITtjPQhuB+VMDKnikaVZFZkdRhSpwir6n1NOSKcmWWSc5ZREFCjn1IPfIxVidTGrBrjyQjBWyNx2npgVG7ymWGFSscQbcXI/h9qYHmRkjjzsBweOT0qrI6+YHDEgHofepXZCjlWaQMx6joTVYYf5Nw6YyRj8KQEVyQYM5GPrWVdv/wAenGPmJ/lWjcIVX3XoRWXd/etMZ5Y0CLOrMxMYb3IrLXrWnq2Q6ITkrGMms1eppDJkHFPXrTE6VKBzQA9amHSo1HNP5oAG6VTnOKttVK6PAoAhgP7xqvJ92s+3+8/4VfTpQA40q0hpRQBIBTx1pgp69aAJKfTRTxQAxqrt1qd6gbrQBE3WgUGigB61YjquvSrCCgCwKa3WnLTXoAheoTUz1CaAG0tJS0AMfrTac/Wmd6AJFp3emL1p9AFiHoKnqCHpU46UAGaUjikFOPSgCs/Q1CanfvUDUAMNRmpDUZ60AJSikpRQA4UUUUAPXpU8J5FQL0qaL7woA0oj8tY/iFcJE3+2f5Vrwn5ayvEI/wBFiP8AtUAY0J6VsQ/dFY0Na9v9wfSgC4lSqORUKnHWplbigCZOoq0hqrHyRVlKAJxV/SI91xc7Ywz+SDknjGcf1rPFXdPcLNNGQ26WJkUqeexoAq+KYnitNDIwVkunKf7HQY+nevT4t6RyuZtxVQTGgxkY649a808WbhaaBhU8nz22MrcnpmvT1jdrNIirRziIkAEfKn8OWPUk0wM55fLnRCzkPtG8YGDjIBz6VYsA0zbWcM6HEhJyoPoDT0jWPyZroRhXIzG/zMsgHBGP50+G0Fok0UcsShSGMknLux5II9Md6YHhWNYYk+WoA7hhio2Gr4VjGDg5B3A10QSMbkAHkqvIx1puxFXACrgcYHakBzkr6pt/eKu09s1VlFyph8yMZJOzmt66w6lSEbA4PSsq9GDZ5B+8cfnQIguGn8yU3Gd+QMZ6VCvWrWpNuupOMfNj9Kqp1FIZOnHFSDrTVFPFAEo7U6kHQU6gBjdKq3JytWm4FU5zzgigCG3+8/4VeQYFUbfhnq6pNAD6BSEmlBzQBItSKKiWpRQBIKf26U1acehoAjbpVdjxUzHioWoAjopDSjpQBIvarCVWXqKsx9RQBOtNenDpTHoAheoSamfpUDUAJ3pc00dadQA1qYetOem0APWnmo0qSgCxF0qYdKgiJxU4JxQAopW6UgNBPFAED1Eakc1GaAI26VGetSNUR60AFKKaacOlADqKB0ooActTRnDA1EvSpU6igDRhPFZniH/j0j/3q0oelUPEI/0BP+ulAGBBywrYg4UVkWw5FasJ9OlAF0Dinr0pinIp6jJoAsRZyM1aXmq8YwOtWE5oAmFVr57yM20ljzOJdoGeoIqwDzSOdpib+7Ip4+tAGZqz6yqWSX0CFC58hQ/AbjJroDB49O2JoN25MrmQHgc9aj8WDbp/h9Sq5+1Pj12/Lwa9IjtpZi0TxiKVQVjR5AA2ccj2ApgeeA+P0iVfIHJ+VS4LU8P4/I3lI8g7QWkXJOK9Q1LTo4IImWVAsW1FePLMjEc896qSukEZuJYdzLHuXjcgI9PUmmB5Wka+QVc5LEEkVBOfKcKCOevPSrZB3YXGWPHtVaY5Y/KM9MH1oAz7uLbGDngngkYzWbqGM2OOzH+datyS0QR2LBRwcdTWTqh2mzY9ATxSYFS6bdKx9WJqNKWY5YHvikSkBaXkCpF7VFHyoqVetAEmKWgUEUAMc8VRuWFXZAcVQnjZjwKAC253/hVxRVS1QqHz6irlACmgUlKDQBIlSqKiXip1oAlX7tB6UL92gnAoAgeoGqd6gagBhpc0lFAEi9asxnkVWSp4+tAFntTH6U/tTGHFAEL9KgapnqFqAGjrTqb3pc0ANcim05hTaAHr1p9RjrT6ALMXSphUEX3anWgB1NJ4p1NbgUAV3pnapH61F0oAY1QnrUzVEaAG04dKZTloAkooHSigBy1MnUVCOlTRnJzQBoQ9Koa/zpy/9dBV2CqmvDOnfRxQBz9sRmtWHgCsiAsrjitOGQdDQBfXpT0JBqKJsjFWUAoAnj5FWo/u1VQYqzGSBjFAE1Mmx5Rz2IP608dKZMGaJgmNxwBnp1oAl8UEi10MuWJFy5BzwRxXplmZbxliu7WIOH/cyq+SyMBkZrzPxSCbHQXKr/x8OOnX7ufwr1GG1nhLybQbdgrIQ3CAjkH0HvVAbd/dLbs0CshRUJ3KeHA6f4GsxjHc2/7xzllLoy9M+1Xpig0uK2Q7yB8rSYYyKOuMVThtnlnMMJSOTnYpbK7ccH2pAeUu2DJkHC+vUmqTThmJK4OOB1rEbVdSICvaOSP9mmHUtRxk2j+nC0wNa6+W3xng84rB1Q5gtuecmpJdQu2AD2zgfSqc0zzNEJIygXLDI60gI5PvY9OKE600nLGnJ1pAW4/u1IOKjj6U+gCVH7GpSVPeq4p+cdqAHMoqtLgDJqZn4qldPlMA0ANgPMh7FqtjpVK0GY2P+1VoGgB9FNyKcOlAEoqdKrpzVhKAJRSNTlNNegCB6hNSuKhNADaKKKAJE61YjHNV061Yj4IoAsU1ulOprdKAIHqButTPUDdaAEooooAQmm0rUlADh1qQGowafQBYj+7Uy9agjPy1OnWgB4pr9DT6jc8UAQNUZp70ygCNulRNUrGoz1oAbThTCaetAD+1FFFADxwKkjOT7VFnipY+tAF+HtVfWcfYvm6bxViCquuDOm4z1cUAZ0disgBQ1KtlIPTH1qvY+dE4IlBTuCa1DOuPvAfjQBCkcinGKuW+R97pUAnj/wCei/nT0uI8/fH0oAujrUqnBqh9pXHCtn6U8XEn8MTEe/FAGmOaSRSyEKAWGDg9/aqaS3B6RgfU1IJZgcMi0AWNfuobnS9DZHHmC8kDwn70f3ePpXrd4ogtGE3BKIIY2f5S2O/tXhmqTSLd2++3d1Vg67R1k9M/TFdC3izxNNPJMdJndsAN+6JAApgevSWiTWMNzbvIXC5jjI2bcjBUegqpbvJHIrWyiJI1I3u4wR35rz5fHfjRg2NDnbeu0MYTkCqbeKvFIV420CbDjaymI8/hTAomFQzNj5ic81G6EkdApPSrMnzMDnDfzqI8uARigChdrthOQMg9M1i3y7vKAGAEbH510OoJmLORntXP6i3lR2r4z97I9RSAzypH405Km+Vs/wAqQRZPFICSI07eM+9MEUg+6M0CCfP3P1oAlDU8MPWoRb3B/hH/AH1Ugt58c7R+NADJjheDWZLJljzWq9pK4xvAqu2lEKX3lu/AoAitP9T+NWR1qGAbIdvoalHagCQUo6UynDpQBKlWFqulWFoAlWiTpSqRSPQBWeoT3qZ6gPWgBKXtSUvagB6VYTqKrL1qynagCcU1+lPpr9KAIGqu1WGqBhg0ANo70UUANakpWpKAF7ipBTBS0ATxVaUVVi6VZXpQBJUb9DUg61HJ3oArtTKe1MoAjaoWPNTNULCgBvWnpTM1IlAD6KKKAHDpUydRUS9KnjHNAFyH7tVdbGbAD1cVag6VW1rI08N6OM0AYCRN6mrkNsD1FRxOtXoXHbFAE0VsqgEIPyqeOLOeOKmtwrr71MIvSgCEIB2p4A9Kf5dGwigB6DilJw55wByaFBAxTJ0xbSdc7cnHtzQBJrBxpOggqod7uR2PQnO3A/AV7PpiR+SrbfN80MAVwVQAdGxXj/iLy203QZoyzI9y7AsBxwvFesWvk2NskaOkQYgu6pw/GetMDVtHgeKKAnE0YJbHORWW8LbnZUWVgx819+AnoPc1PApeCaS2xwmEUH7uTySaYqiRB5zxsjkqNqcE+/tTA8llRGXHOPUVCx+ZSFY4GM9qa0rJsU5+b73oKi8w+YuZMZOAMUhDL1wY/lFYOqgmG0HfLVs6g4CIOjN0xWNfsWW3GeVDGhjKIyeRxUykgDNQq4U81E0zO2KQGgJlUcsKBdR54eqUUXmH1qcWxHIoAtrdL6mj7WvoaqiJlqUYxzQBJ9rTs351HcSxywAee4YDlQeDVaVM9PyquykdaALNvnyQD6mpRxUUAxEtSUASU4dKjFSDpQBLHVhagjqde1AEopH6UoprnigCB6hPWpWPNRNxQA2l7UlL2oAclWUFV06irUfSgCYUx+lOFI3SgCB+Krt1qwwqu3WgBKKKKAGtSUppKAHDpS0g6UtAE0Z4qyp4qrHVpBxQBItRydDUgNRv3oAgamU5utNoAibrUbVI3WomoAbUqfdqKpF6UAPFJmlHSigB69KsR1VU9KsRHpQBdiqrrfOlP/vrVqLkVW1kf8Stwf7ymgDmomOetaNvvwODVeGSJP4AaupeAqMRGgDRtHKnByOKvLJnrWMLwj/lm1PF/jqj0AbORQSKyxqSjqG/EU9dRjP8WPqKANMbu1IGO/a3Q9aiiv4MAF1zVj91MchgfxoAZrM6yaToUGPnhu5EY5/3cfpXsxYNgNtWI7VIcZ2jHQfU968Q1KVTaaajjbN9vcsmO2Bg17sIpFjWSWQSA7TtIACYHH5UwG28ctvbEyFI9zFnRT07bfpVWYGBV3Bt/wB9mPJjQnj86LqQPJFGW8xJsl5SDx6ZH1pi3KlWWaWPj5SxyUDDnJ9qYHgptdVxgXEZ/wCBGmiz1YAnzApHqa3SYmIbBURjdhRTCzEAg8EdaQHPz29+jkvIhIHHNQmOUZaVg2VGCK2btW8hnPUdCKzLo5W1XJXcDkDoaQFNtmcnFKscBPJH51GyMjYC/nSB5B/Av5UAXI4IxyrHH1q1GFHvWbHOEIJiIPsal+1Hsn50AaJiR+lM8gDvVNbiX2p++Y/xUATmFVGcCqV0oAJApk1xMh++arPcO/U0AW4uYlp4pkX+pQ+1PHWgB3enimd6evWgCZKsLUCVOtAEopr04dKa9AFd+tQtUz1C3WgBKXtSUooAenarSZFVF61aSgCYHIpr0opG6UAQsart1qdzioWoAbRRRQA1qaOtOam96AHg0tNHWnUATRc1aXpVSL+tW06UAOpjU8mom6UARN1phpzHmmHrQBG3WoXPNStUbmgBtSL92os1InSgCQdKKB0ooActTR9M1AoqxH0FAF2LgVFqcZl02VVGW4IqaP7tRX7GPTp27gcfnQBziW1wP+WTH6VbjjcfejYfhTLbUjnDLj6GtWCdZD14NAFYAdxTwq+1Xjx2BH0ozH3jXP0oAphEPQCpEhQn7q1YxB/zyH1p6eTjhADQBGLWIjJUD04qK6t/s9r50eVKt2PatKNAR8uKkFuJ3W3kYqsjBdw7UAZE8zXFpFnAuBKvlFvXNdcPDPjq4k2jVbdpFGdpnIK/gazPEenw2OmaE0EQG+6kBkPLN0r1uGHaUjZGcAL8rHk4GTk+lNAecSeFPHjxuRqUEgOMhZj83/6qj/4RPxt0Oo2wTGGPmHAHvxXqsd6TKrJIE3PjzAhK4PZV6g+54qrNHGH8qaOaZRyrHK7gf4vf6UwPHGx8y7wr9z39qjWPk4OATyRU8gSQKFIwHzu71DI/ksFPBY5J9qQEF8h8rIJ2+nrWLe4ItQf7xrWvneOE/KSc5GeOKxb8spt5OcHPFABfRiC5lWM5VcYBOarxzAnkEUNIXuGLnk0CPnIpAWFCP16U/wCzA/dNRxLgVYU4oAi+zyAZCk/Sl+YdVb8qsJIcU/zPXmgDJnRnPCmqzxMo5BFbdxN5UG8JmseW7eQnKqKALUQ/cr9KetMi5iU+1PFADu9PFN708CgCZOmanFQp92ph0oAkXpSOeKUUx6AIWOKhbrUslRGgBKUdKSlFAD161ZjPFVk+9VqP7goAkApGp1NbpQBA/JNQPVhqgfrQA2iig0AMNJQaAeaAHCnUgooAmi61bSqkXWrcdACtUbdKlNRNQBCetMNPbrUbHg0ARsaibrUp6VC3WgBtSoOBUQ61MvQUAPpD1paKAHLU8dQLViKgC5FyBUGrf8gqf8P51PF0qLU1L6bMo6kD+dAHMQrurWtIyGGTWbHHJC43qQPUVdjuMYxQBt7M4GaRoTmqcV4G9M1cS6FADTGw7U3Y+eDirccyN1xUphRxx3oAqxiZOVO72qwr+cvlyAjP55pUjeJuOhp8rqimUn7vb1NAEuvzyTaB4baQ5cXUqs3uCBmvYoEKyxJkO24Fmbowx0ryHxFA8Ph3wwJdgkN1KzBe2SteyWyQ3Pyl1dCgwwOAcDpjtTQDLry0u4p8usxQxkDqAOc8dqilCrKsrOZImbdEGJPl5HKj8avoJYmiMbfv2U7WYfKoHUE1TO6GF45HLq5zJJ2B9gKYHhyOJJGUNwrEL7f41EQRIjD95n5NxHOPTFZhk1X5gYcc8jIpA2qr0hwQMDkdKAL124MOZCcE4B61lalnyrbBBAJ6VJI2ohCHgwv1qpM8u6MPF1PyjPU0gGyKGJPqc0gDr7qKc8UsTFJVKuvUULx9aQD0lXHB/A1Mj7qj2o4w6/jTkgdDmNgw9DQBMvBqSoTJs++pX8KkEiFc7higAkIaJk61iTLtY4HFaslxFjiRc1mzFXJIagC3F/qU+lPWo4h+6TntUi0AOHWpR0FRd6lHSgCaPpUwqJO1Sr0oAkHamP1p/amOeKAIHNQmpXqI0AFOFMFO7UASJU8feoF7VYiFAE4qN6kqOTrQBC5qFqmeoWoAbRQaSgBjUnenN1pvegCQdaKB1ooAli61cj6VTi61dT7tAAxqJjUhqNqAImqJqlaonoAY3Q1C3SpW+7ULUANHWpl+6KgHWrC/dFAD6KB0ooActWIzVdasJQBcjqLVDt0uc+mP50+PrTNT50yf6D+dAGXZzBwB+lW/Itn+9Hg+oNZ9ggBBzWkV5460AJ9ggP3ZGFL/AGeQPklBpjCbPBpA1yD1H5UASi2nj6HNXLSd1fy5OM9DVNWuv9nH0qRVmPVv0oA0ijd3yKQxxuoEjAgHdjtx61AkLN99yaWeC7xH9htxLIG3sD02igC3rZkOi6C5dijX8pRWHQfLXt1nHshEmyMb1AznBzXgWr3muSQacup2WI1dja4IGG4zXTxah8R1CCKwOFwyj5SOlNAesJdKiM3mb0YMgCdD9aqxTw3JkRZJIzCAu8x42Njt6ivMhqHxHWPP2LCq5bPy9TTftHxFLPKbM72OWG5cn8KYGFtUFzKvAOAO/wCPvSAZDbwoz8o29qbLlSzseX69h9aRGVQdmSBycigBl4irCeM4461jXyFGtM9dx4Fbd6weHOOetYt8QWsTg/fNIB2rqReByQd6dqzu+a2NbQ+ZFnGMHmsihgSJzxVheKqq2DVhX7UgJ1ZgOD+dBCHrGvPXApimn0AU5oYccRgVRliAPGK0bgcGqLjPFAFiL/Up9KeKagxGo9qeBQAo61KvWohwalTrQBOgqZetRLxUq9aAH1E/Spaic8UAQPURNSNUZoAWl7UgpeaAJEqxFVaPrVmMUAT1HJUnWonoAifpUDVYk6VXagBDSUtIaAGkZpB1oakU0APHWloHWigCSH79Xk6CqMP3qvJ0oAa3Wo26VK3WomoAiamHvTm60wmgCNuhqBqmboahagBo61Og4qFetTrQA6lpBS0AKOoqynODVZRk1YToKALcfWmXoJ024542U9DRdDNhOPVDQBhWj/KAK0FdgOegrLhDRNg9M1oLICo9aALAkyAaUP7VGoJ5qUIaAJIjuPI4qwuM46VDHgDmp1CHFAFlVXHBrT0eMm6mcIT5cPGPc1lRhccfzrd0OIm21GbqqRKOOtAGZ4reH7NoiCPEq3LhmPccV69EGRFMUmA6BRgZC4FeReKov9E0CbAUPcMoGee1exxQz7FWFvK8pVI3c7fUY9D60wGfZpo5NiYFvJg72+ZsjpgelWmiEc8rvFA0kTqQp5OMVTuLoC6aaLbGysoCbt2B3rQQlIbpWSGM4yHeQfOPY0wPCJI1DBDn6ZzyKYBtfa2QcZ6/pUsvmQK5KhgqgK394moCwCKrDknJUdjSAgu/9TtyTkZyKxbwnNkD13HI9K2LnmFiONp6Vj3f3rTjneaANHVxmGPHOG5J+lYdbupyK9soPUMM/lWERgkUAPQDIqdQKgSp15pASL1p9MWnMcA0AQXB4qi3WrMrZqq3U0AWh91fpTxTey/SlBoAXvUyVCOTUyCgCcVKtRoOKkHFADieKhc09nqB3zQA1jUTGnMaZ1oActOpBxSjmgB6DmrUXWoI0B5NWUwKAH9KjY81ITUT8UARucioGqVmJ4qEk5oAKQ0UUAMY01etDHmhetAEg60tIOtLQA+L7xq+n3apQqC9XAcDFADXPNRseKeTzUTNQAxj3qImnu3FRk0ANbpUDdKmY8VAx5oAVetTLUC/eqwtADhS0gpaAHpU6dKrqalRsUAXI+tOuc/Y5vZDUUb0+Zs2Nx/1zNAGTE6kDcKtLtI4wKy4SzEGryIT/FQBZDCngk9KjRfeplIAxxQAqqxqZY+RTA4HTrT1fkZHNAF2JQF711GhZXQ9ScHB3qPqMVysbE/Su20GM/8ACKzvkbnmOB3IApoDl/F4U2Wgurf8vL8dx0r2MNDFZxSjdLvVQxHJc49PSvIfGO0ad4ebAJ+1ycjofu16fcB5MGGclkfDoV4VSowAaYCTMBM88MSsWTJjQYUZOMLUbw212QBH9rhDDAQ48p/TB7VILK4W2REcKcYkCdRz2qwJImctI7LJkgI3HmADrxQB4NLr9o7ZDkEgBj61WOsW5zhyctuyRWtJYWeSFgjznAyKrtZ2vlBngiXJwAFpAZ8mrWzxlQetZ888cphO/iNiT7Vs3djbxx/JBGGHtWTcwxqbYBFG5jnjrQBLdajFNHtQ5JINUz1Nal5YwCB5EQIVX0rMbqaAHLU69KgSpQaQEmcUjt8pozUbN1oAryHJqFuo+tSvUR++o/2hQBc70A0rdaQCgB6jmpk60xRxUi0AToeKfTE6in0ARv0qButTvUD9aAGNTR1pWIoHNADqctNpy0AWI+lSrUSDAqUGgB/So5DUg5FRPQBAepqMnmpHqI9aACkboaWkY5FAEZpVpD2pV7UAPHWlpKWgCaH7xq1/BVWH1q0Pu0ARkVEwqY1E3TNAETdKjzUjdKj9aAI2qFutTPULUAKn3qsLVdOtToaAH0UUUAOWpF7VGKep5oAsp1qaT/j0nBH/ACzNQRMM1PLzbTf9czQBz8DAYxV9DkgVmwDBFaMZwQaAJ1yKlC5GaiByKmU8YNAD0QdzUyKM1EpqVSc0AWkGOB1rWsPGul2WlyWE8Xl3UTsqyofvAnuKyUIJHUV2v/CM6Mvhy1uJ7OGO6YECPAczEjO5j/D9KaA4rxF4lttXttKtoZUVLOV5CW/2sf4V1tl8TNFs40gy7W6rg55Zj3Jri/Emn21rd6X5NvEqyudwVcenBr0+y8LaYQMaTYyRuoAJQA8igDM/4Wj4f2NhZNwGE4HSqj/EnR5LiF2ZwsfCgDoK66Xw1oNnEqHQ7aUF9gdYQcZHX6VXuvC3h8TRRR6NbmJyFVyoHPfNMDzchNrt1BY7gR/Kq42vk/LjmrMxfyiRwe4B4Wq5/wBSAVycY69fegCncnCsn8XrWRfqA9mR/eP861rpWVDkZ4yGHesu+X/jx5zljSYGtdRmW3mj2ZHl/rXNNweRjiuslYYw38OMgCsu60wOC8LYOeQRwc0AZAPPFSg1P/ZdyMkqmAf71Na0nQZMLEexBpAR9KYzdacx2RiR45AhOMkCgo7MFEb7m6UAVHao05lT/eFX10y7nOFi9erClXSLiIiWQKqqcnnmgBHGGNKKdIPmNMoAmXkVIKjSpBQBLHUlMTin9qAIpDUDVM9QtQBGaVaafenLQA6nLTaelAFhOgp4pi9KkAoAcOKY9SVG/SgCu9RE1I9RHrQAtNPelooAjPalSkalSgB9KOlJSjpQBNFVsfdqpFVtelAEbdaiapW6momoAibpTKe3SozQAx6gbrU7HioWHNAAtSoeaiUVIp5oAmoqS0CNdwq6hlLjIPeuq8GNYa74/tNHvdJtfsssjIwQEHA6c5oA5IGnBhXofxZ0bSPBWsWMGnaVEYp4S58x2PIP1ri9bgtoLi2NqmxZraOVlznDEc0AVEJJq2D+5kB7of5VUixkVqW9s1zIsCY3SAqPxFAHLwkYHFXo2GBxV+LwlqHlh12HnaRu5BrRj8F6qzbERGIBJw44p2AyFPHSnjFXbvQdRsCRPbNwcZQg1A9pPBfW1o8MgmuVDRDjBBosA1SKsoa3I/A2rkAukSDODukHFaNr8P76RgDdQjnGRkiiwHNR/McDqelelX14kGhRQmNYyIVzInJc45z71SsPBMFpMTO7XUqPhYwNin3zVnVpXmW4hj2bI0UsDyFx0yfWgDhvGAQw6AwX5jM4L4xnpXqeneYZgFQfIobIyOMeleV+KHB0fQFyQ4upDtxyBxXr8A8tdrsdyhSgPJ5UcE0ATJbN5EBzleWfa55JPT61WvAiu8WG/dqZTPtyAv0HWrDTps2eUwP3jFnjNMRx8sW0wBmwAx4z6j2pgeMqGmjRmUqMngjBBHaobgIZTGqABhkegpsup2ZwRKXAYkLnH61GdVtm2uFG4DB3t2PpQA24i/0ZCOCuV61jXwJWxzk4Yg/nWrdX1vcR7RIiH/ZrKuyrvbbZS/lkliT05pAbxgLAZJ+UcGpAjDkgqe+aqG8tQxK3Z3cEZ5FMa/tg+RcsfU56UwJZsKS2Nyk1FcNthIAySOO1Me9tTJuE5BHOR3psmoW0sZWVweD0NIDNvTnTg2OkoHNXjsgSKUqd7INjEZA/Cs66kSSz8tGyfMBx7VqW97ZqsSzHcFABx2oAuKfNSSSNggCgbsc571FdKRalWYt0O71p51WwDPtOARgVWl1GzeDYX2qOeO9AGacc9KYy+1LeeQGY29ydueAx5qsJZVAOQR60gLcQ5qYVSW4kB5C81YjeR/7ooAtJTjTFDhfvD8qjMzr1UMPagAc1CTStOh6gg+4pm9T0INADTQvWhqAPmoAkqSLrUdOjbmgC0OOKetR5GRUq0AOqNzxUoqGTpQBXeojUjjrio6ACkPSjFIRxQAynIabilWgCSlFJRQBPFVsdKoxNirqHIoAY9QnpU8lQnpQBE1Qk1Kw4qI0AMNNxz606gDJoAVVp+B6UcDqaQyKO9AE9rgXUJz/Gv863fA7iD4uWB7C9K/nmuaWfY4ZVJIORVix1WTTfEMOsxAm4im81Q3TNAHq37R0X/Ew0Sbb1ikXP415pfM08Vk4AOLVBjPpV7xn4/v8AxubX+0oIV+zZ2eX7+tc097K2xU+REUKo9qAL0Ubls5xg966LQF8/WbOMDcTKOB3rjRJLK67pCMnqTj8a9J8Ha/4c8J4l8/7RduPnlZM4HotMDYtEjj+d18qRyQzL3GeK0Ue3VXlIIZCY2CHoCOPrXPr4h8OlS41J9xOcGI8c9auxeL/D0SLuvWcgZ/1eMUwQmtxgRJGzt5nBb0PHWuZvh/xW2gKSwxEv/oVbereJtAv4gEncsBhc9vesG/1bTrjxXo9/E+22tYVWZic4YHnFAHrAneOdFKeZGysZCzDIIPFMkvYYLVmAyH+eMdQ2f61zc3jXw9KXFvK2HO5mb5RwacPGGh+YkMlyksQyS6jAB+lAHUNcQ3FpHdSLIoK5VVPzDPXj0rC1KJotMlD/ADvI3mEj5VTH3QPU461GnjHQ1DKNSSJl4jKKSuPQ1m6p4q0ee1a3gvcgjcXxwT6UAcv4pQi00R3UEPcyFX78beMeleuWjE267CzPIqM49RjjGeleO6/fW97b6SttKsjW87O5z90HH+FejHxr4eEETC6j85Vy2FOM+1C3A6dIXljVlUk5IyPmb3B96hmaaBo/MmXJTdGGXPOe9Y9t468O27Oz6hExwMBARz61Vk8caFJKrC+Qc5JbPX0qgPPG8MaUj7DFIWY/LhuMdqanhK0MeJoHjk384ckbfatiVo4Z23IciQNvAPHop9qmMreWsr8yE7MRnp3xUgcrfeHrWMOY7crt5BLnke1ZmoadBAbDy0CrMSGG48812N6UksXUq6nJyH4wR2/GuW1J1kbSdrNvGQR2BzQBebw7pwORGTyMAMeaaNA08mQGMja2375wK1ZVlhchhljgoy9CKkO6SRU2IYdmWfvmgDCbQbJlJSHGOOZP1qrPo1ksfygFh1+bNb/7slkSTBII9M/Sqt3CFgz/ABYxkCkBzV5ZQQWXmIDu8wDrWtbaHZvFGzRA7lBJ3Vn35/4lw/66Ct2MulpAPLBUoC59B60AUptIsYyB9nyfZj61D/Zen4J8tuhI61ekkDEfMCqjhguN1QyM2x8EgbecDtQA1tNsfKYiGPjpznNUngjgs53WJflGSM1eB2xlVwMLx7VRuSRp8+Tk7ecfWgCEWreWkoHyScgVLEmKvWO06cgYcEflSPGI2BJGD0bH86QEJAxwcVBJyfSrbp8vQY9R0NVZQeaAK7YzyKjKgjtn1FSHJpjAD2Pr2oAj3Mo65pyy88qRSHOcMvHqKMZoAmDKejVKg5qmVpySOn3W/OgDRx3qaPpWet23G5AfpVmK7iwQSVPuKALIJA4qFyc1KsiMuVcEfWon5NAFZm5NRk81IwzmmFc80AFNbpTgO1NbpQBGSaVOtLx6ihSoPJA/GgCSkNJvX+8KXev94UAPQ4PFXk6Cs9HQH71WVu41zjcT9KAJ396hbABzx9aikupG+4AoqA5c/MSfrQBK0iD+IVCzA9OacEAoxQAzk9BSHdUo4FRmgBKAvNHbNLQAMOKYw3HkU/NSRRtJIFAJJ6ADJP0oAgEOTwM1pWmiS3CpK4ZIGbBl28D6etdd4f8ABAlVbnU/l38xQ+oHdj2+ldHrsaCGNYFConCxAYUEU7AcPYeH9Pfx7JpM0HmW6qoUMT1Izmu7s/A/h2QP5ukoZJHKoit90DvnPSsDRUkPxZmG8M/kBhx/sdK9G02zEAARgCgyuRnB7g+lMDEX4b+F5NgbT1RTkswkYjHtz19qL74ceGFhVrfTM56Ydv1roVnllunzbBoVUFUHVm7kVYldBBsiY8Iwxz/nNAHnWp+CvD8EPmRWKCMMADvbJ9a5q/8ADumReNtEsYrZBbXUaGRAx5JYivRPEB/0dg4fcmFbdxuHsK5bVSr/ABE8JAAAC3jHHH8RoA1NT8B+G7e6RFsHK4cEJIQcjpiobbwD4futOtL9bNgkgwIxI2S2cEMc/wAq7PU0dbh50t18xA2xC+Nxz+lZ0s6WdsEWJ2MkisyNJ9126lfQAUAY7fDjw9JDEsdm/nNksFkbaBnisi98GeHrf7UFgHmQPtC+Y3PHJNdq011LFLueO2gbAj8t8sqjuW7k1z2tzyTrdB4SsUb7FnzxImOM+jZoA8+1nQrOztdIlhi2rczsjkuckDFd3D4B8Pzv5CWR+WQHzhIxBH90j+tcXrhcW2jqI3KC5fDk9TxwK9PhuI7Vi9xvBdBH5cf30OBgH2pAUW+G3hpshdOdQqFv9cwYtnoR6YprfDbw4Nn+hSEHOWErcfWuojP7wpsy8aKVbkYY9evUVHcSbHlBZQigMcZzj6d6YHCJFPGDIdxduShPQZ6ikVxDDiJ94ZS3mOMHI6k+4q/YWR+eFptxZcB5DjODzj3HapxBvg+zGXDI7M5Mefpkds0Ac3eyLPCsglZgYyMsMEj1Fc3qcmZtKTHO7cGC4B5rsr/T2g0+CWOGKF/LKyxnLZx39q5XxBE8dzpBwPLLHYR1JyOaAN1xHvGEJDHBKnIBqqYJkxLyeqsM42+n1rTdHjkdgQwyNu3jjv8AjT3g8rMxwMAA8549TTGZUa+Y6ORmVVK4IqvfbxGwxzjkY4FXsDzgGQSAj5SD1Hqazbj5bclfun9KQjnNRUfYQRnPmAVuRfNYRoDxsGcelYmoDGnn080c1t2rRxxwM68lOOe+KQDXAXcowFIyh9Kryk7CAcgAZ96mm+R8nuuOemahKFhgkA9OKYDGOCNpznPBFU7r/jyuMjqKtucEY6Y61RuW/wBFmHPSkBetH22MXGeOlWNynuATg8+lULVsQIAef5VaK7jndjBoAeQuDs4GenaqsqAqT0P6VPnaoA78E+lNJGST0HBHrQBQKELk8VEw5qztwHIOMAnb2NRxfv4RJjZn8aQEGMcCkCAtx8tTFOOMEeoNNC4oAQKfTNAAB5FPKiozn1oAeAPSnBRSL93OMmnDkZxigACD0pNgznkfjUgbimluvFACEcdTTdoPUk0pak3UAGxfemmMGn5yMigGgCExelHk+1TEjGSDSbh6UAReSO4pwiXuKduFODLQA0LilCjPNLuHvSbgD0agBdopwHFNLYJ+X86VSSAfWgBSKZx60sgO1uvtSKuRQAmR6009adinRQvLIqIpZmOABzmgCIqTg54py4A56eprSTSro3kMMsLQh3VWaTjAJ64q94dsIZNZvYpWjk+zyFULrkMAfSgDNstIu77DxRYh3ANI3QZPX3r0rQvC+maOIvOVbu7MgBkDYCuew9qsW16La6iU6cLdJeIkA3AuOw7itGO9QXEggEJicghgmZJH7/L04NWkBZSEPqOF+RUG13I+83oPpWN4jL+YgVMlm5fpn8O1bYvJSHQhYwxyryjknuMf1rnfE1xHJdRjeyqpw/BGaYGToaCX4vTpKhOIxkDg8J2rvRqEbXbWiyyuzjKsACfl/wAK860wSH4p3W2SRXEeVZV+b7lejWxtraS0BjDXEqKA4OGBB54HrUgXvLcQlFu2XLDEpOBn2/wqV2YIkZZml252njPv+NSvtZt6wbFAYZIzls9/T2qQSNMBCqlCF4WZfvIO3HegDk/E88a2EEqjc2ctjt2rkNUKp8RPCxDbl8lPoPmNdl4mCqvmNmMJhVXaAGH9a4vVmX/hYHhcou0+RHwe3zGgD07U5o4y9wxyAQMqPmznpWXqtsoaO6UhbxyI8ZyGU9R7Gti6kWLUt0bAy5IPGQCe2O9UZUW5tkDtsRWDswGOfQ+lMBYwI5irn7o2gEcHA/WszxI1pLay+VCd8eGIH3WJHXmtPY+5Tw8yPyBx8p71lavKn2GUGNchDg8446A0AefeJ0b+zNAJDAC6dRngnGOlei2aRiVi8Xl75cu8oJzx2rzvxVkWmhARlYxcuQ7Hqflz+Felx3a+aqyxho3A2Nu7d81IF2VpXd4RPHIQQEYggsMc/Ws2/Y24OGDPDGQdvXf/AI+1acTxysYhFuaKMln64HbBqjcGHMjEFUQBpAGyGcjg59qYHKW+p2rx+XJeRnzGZHMjfdcdD9DV6K+09wjPcosjYRsvxgV4T9onIx50mOn3jR583/PWT/vo0rge3arfW01u+y8jbL4QBhyo7muQ8QTxTNoqxOHMUrFgP4RkVwHnzf8APV/T7xpftM//AD2k/wC+jRcD2y5vNLCsBcRMM/MoOA2RwfwrKmvIEzJ9piZ2XDY6D6CvJvOl/wCer/8AfRo86X/no/8A30adwPSZJbZokZpF8wk5IbHFVZ7mDySiyJtIwRmuA82Q4zI3HTmk8yT++350mxnRaj5f9m4VgzecOBWgGhkghHngOiA7exrjvNk/56N+dIJZB0dvzoEdo00ZPzP0BqISxkcurACuR82T++350nmP/fb86AOnllXbwwI+vSs66kBtyin5mbFZXmyf32/Ok3vn7zfnQBuxsUVAG5FWvNUjHTniuZ86T/no/wD30aXz5f8Anq//AH0aAOlEozneMilMyFPlcrXMedL/AM9X/wC+jR50v/PR/wDvo0AbzSBt+HH3Tzio7KVVtly3zds1iGRz1dvzq7EkzwqVZRxSA2la33YYKS3JI4pj/Zy2UmBTP/LQc/pWZ5dwOsg/KnCC42gh1Az0pgWpHjjYbiRk4BHNGAT8rKT6E4qv9nuWIPmISPake3uVA3SKfrSAtiJsfdz9OaXBHYj8Kzwkwm8reu7GcipRFeZZRMOOuD0oAubcL0qMghue9QbL3j/SKXy7w8GcfjQBMVFNwPSmGO+X/l4Xj2pjyXqSJG0qfP0O0UAWEXINJjnBpVivsH97EfqtBivAfmaEZOB8tACsKZipBFesP+WHHUYPFHk3ij/lh+RoAjA561JtGKime5gRWPkHc20YU9anFvfnBVoORnhaAI8AfShlwQal+xag4AE8QzyBtobTtSJ5nj/AUARshOCAT+FOSJscrj68Uv8AZmpeWWE6HHaoJ7S6ht5JmkiZVIBHPNAFoxGRdgI3ccDmrMGkzPA8jHywoxgjkn0xUNppeqTW4linREI4IBqX+ytXV2C3sROcEqxOTQBsabpFj5j/AGtJHXgLtbGOP1rUtbaxgdXgYwN/f2ciuX/sTWwFY3SLnkE561INF1x42cXilVO1hk5B78VQG3qV3HN4gUAnYSMA9x05rP8AChjh1DWCzx+WhJO8Z3YboPesY22o+aw+2xNsbbuwf5Uul2epXs12tvdRwmHJlYgjPNAHo4Zb6MmSb7N+9/cSRrlou7c9jW3seWUGN413QhOF5wDyw9GrzeHw/wCIZYWlj1SIw45fccZ9PrVmDwx4kklOzWYEKnAZmYds0XA9CW3ie+W4OcIfLi81s5H4Vm+Jc+dArHfs+9nmuWTwt4sZo1GtRYdsRlWZsj1qhqXhnxLGrRT6kHXeUBVjh/fNFwNjTHR/izdGeQmKSHa0ikLtyld5ZvbHA2RPsIEW9uVx1Oe+a8TTw9qj+JJtKiv1a6QDMgY4Ix0rft/h34kufNMWrJhMDcZGAP0NAHsH9oMcu+1d6MyLv56/zxToNShe4CvKzDb/AK2Rhkj0ryf/AIVn4mYjGuxnJIUB3PI7Uy4+GXii3UF9ZjK9DiR+KAPQPFF151sBE8RRR0JyQPSuH1P938Q/DTkh18mMkbsgfMeKybvwJr9mSH1iM8jgO3esu48N6lbeIdP0579WnukBjlVmwuTxQB7lqGoWkEzGaWKPfk8tgnHTB7VRj1jSWfzftUZdlBYNICB6D3xXCw/DO+WNpdZ1KZ1DFUaJzwffNT2fwws7p0/4mV5twS3IBoA7iTVLCWB0/tSDcy43blzjOcVg6nf2cltNHBdqTtChQ4x71kv8LrABQb+93tz95chR1/Gq1/8ADO2s4HkS+vCQCQrkDIoAzPFEyz22iCKXzFSZyQB9zpXoq3mjorW0l/HOpRS43D5V9BXlGt+HodLttMkivLlmu5WSQE/dAxjH5120fwksXlkQaldARKGZt4xjANIDpItZ07dFmW2WFMjasvOP4f8A9VVrTWrF5pXkuUESISiFxjf6D2rl7n4b6XaqzvqN8TnBVcEnPSq//CurP+0ZbR7++MoXdGgUfMO5B6HFMDyeiiipAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAroUitUjj+yStNH5UZZnG0iQxqXH0VtwzXPV6Drfh620XT9BubV3MWp6ZDdbXJJSTaBIM+hbJAz3oA54YwMZwaVSCdoz9al8vng7eabtG4jOR3+tMAUY4BznvTJSTwakHBAUHHeopRydpzxQBXX/kIn02irfloJGYcEnJ96rAf8TLH+wKuFeOKAGn73fBpQcdcUw8NySPQU9RgAEZ96AEkOc+tVJv+Pq3HbBq5JymR69apzgfarc9eDwKANANjOVx7059yvkDk4+hpq4cvwU4A5p6qOMZ6ck0AIhfB5zzyAaczfKSCfTmmDIJwAOcinkEq2QM0AUL8f6NCAP+WtbKBTGgXGNowO9Y1/8A6mE5/wCWlbcGXiC8DAyPU0AOjRgVHUdPpUoQhgGbk8AZ5qONtzKCx64/Grio7Deqp3XPoaAIpUZIz0xnGayb/jSbke6/zrcYZiYtjd0YDmsfUAp0a8bcAVZAF9ee1AG1pML/ANmxSRyDzDCeFOSB6Yq5ZxLvKghmQgybl29v/QhVfSgjaRaR4UnZvY/d2/jVya33JtuInjjiAcfN/rQenvnNMAjYpERHNEqA4cT5LlT0A9/en27rBAgt4E8t3beTkyJ7E1HskuJ55JYU2xkCTY+4qQOOani8+IoEkiiUkLI7DcZAfT6UAc/csZNYaWKVTLJKv8GAMdsetP8ACQzq2sBmKhiUYmPd1bHPpUsIkl1NWZBnz/l5yNoOKraCxTWNYMatLGJsMUBzgtxx6UuoHXrILTTE89o2hhJ+VQRuPQH8PU1fF3a/Yo7eQALM25pCckN/Du9u3FU3CtN5UIMyzS+UzAbgF6k+wzWvb2zbG2wWuXKghjy6jqwPTHtVgSob20jDMscZRQUSNv8AVDPqOpNZPiVAViQFlCNv3LwBnmteON4rqKAcZUsoHXGevoay/EGxAoYhlZuATyPqKAOb0jy5PitKTuVBGGzjvs7j0r0XTVPyGeJVWNi7ooyASetcHohaT4vSrEAxMAXD9CNnSvSIZvLMm2J9ygAIR/D6cfpSAnE6rd+RFNGJlXO48AK3P4GpZ8/Zl88BmUMc55DVRAjjiaRrV23EblJGWH+I9KtOcxKT5gBXjc3AB/qKTA5zXmdbJR82GAO5/vZHXNcnrCEfETwp8+d0EZx0x8xrrvEcCxwIw4SZsk+uPrXH6oSfiL4VDY/1Kdf940Aen3sIYSIzl8uSNh45PT61BFbi2cB/nbBiz1256D3NW7m2V52wo2gllHQhueajWILGrTRMJMfe3cr7f/Xp2ApSoxkRCqSSIpI2thojVLWoJk0oym5MgY7gu3pjrmtxYCx3IVbb1Y/eYfX+tZ3iISrp7Y3oB1TI59hSA8x8Xxn+z/D8jSj5rmQbQOV+7XrZuAEigKAkRDLN93OOM15B4vEn2fRCV63L4IOcfdr1yXZLE1pc5RSqldmMkYHNAGeI1gkjuzFv4dAJjhy2OMDvUkCPciJ5n33CD5OPvr3A9KjSMzqySMqvbsYyAdxIPcE1Kl3OpiVRI08BCsu0BZE+vrVAfMNFFFZgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV1j6teaxBZvdyb/s9tFZwgcBY40AAH5En61yddBpozYx8n73agC0MEkD+HqaaN2zJA3dakhY+Ts7ZPPek/wCWaP8AxYpgR7Qx2jP+FRSrhQMEgHg1KrF8knn2pGH74Lk4xQBUj/5CZyMfKK0CBgehqkn/ACFP+2Yq6zEoOcfSgCJlAIz0z1p4BzginFzkHAz9KcGO8/WgCOVQFGTVKdQLy246g5rTlAKHIqhcKDe2mR2P86ALrgblO35u+O9NJYdATzyBU/8Ay0A7YqJOWP40AACgHIIAPWggbM8nNPHDDFK//HvnvmgDNvlPkW5AHMlb9ssbxYaUKuMAkc1g37Hy7cdvM/pW1bxIbYKRn5s5PWgCzPJGjP8ANjJzggDP+BqeJWK4UqjFiflbLED1Hp71VRvPjXzADt6cU8jZMQpI+Tfnv9Pp7UwL5WVrNnZVEUbbZTkHLHp+Fc5qWf7LuTtwNyjPoc10sDmezeKQAr97pznisPUkU+H79scqyYP40AdBpD2502yjmnMIMAyoTJfnoPf3qYombqFmD5n2J5zfNtA4Gar6fEF0TS5w77t6rjPGMHtVyBUnkdpI0OTyMcdaAFaC3AZPI23COoYbuGHqcdagvRdyRwrblZFkdvN2LjA7Yreh0+3trcNGpB8wjk1Ug/d63Cq8LLKN47H5aYHOGCeK/sVZfuyqc7sck/rUPhqQQa1rKOxG+UpvA/2vatvXkUeIEcKBtlDADoCOlYnhWV21vVpScM07Zx0PzUuoHdWtpGiG1W8jUAh/Ntxknnk5HT0rQCxm7Mc1yDKjrIsIj529gw6c+tZLW8K6npCJEqCaZ0kK5BYehq9DukuY4XdmWQkOSeWAzgE9cVYGohghmmmEjCUsNy+o9MdsVz3iVgLmECMO79D6jPetG7lazv7aCHCrKp3t3P41l+LYfs1zHskkO47vmbOD7UgMLSJ/I+LN1MLdmxHzGvX7vau+tbKWW8iu5p8h4wfKL4Y7j7dcVwenRKnxYugMnFuG5PfYK7UXMjXOmDIC/d2gYGM0gOheJon/ANcN2C5dRk4HAH40+WCONELs6YUKUPK7u/FSNCqjAyP3pTOecHqKlkto7K/SKEEI0bZBOc80gON8Twu8McDGR4kHLAY2muQ1jK/EHwsZHz+4Tkf7xrufFsKxWgZCwMgDNz3rg9V+Tx/4WI7W8eAen3jQB67lzNKmCwDZGTg47Y+tU75fMfCD5HPQnpjvU10WM+7ewO5jkH06VBNcO0kWQvzYzxVIBCQYVMbsdy4BUgYx6isnXbh/7MYMY9mRhgedwFaZCxhIlRdqk445561j+ISP7PkjCIqqhYYHekwR534oG3T/AA+PlANxIxx1J45r15Vico7EuHQY+XDA44IPpXkPipj5OkR/wx3T7R6cLXqcaC6u/LclV+6QhxkBeM0gJSqx3MLws7oylWx0B/vCoo1VGmdSUjcEmVm6n2HtTEASJGHJjYqpPYYqJCLy0d5kVnwx3Y5+n0qgP//Z", "path": "002459.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002460
Men Tshirts
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", "path": "002460.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002461
Men Tshirts
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", "path": "002461.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002462
Men Tshirts
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", "path": "002462.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002463
Men Tshirts
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", "path": "002463.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002464
Men Tshirts
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", "path": "002464.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002465
Men Tshirts
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"path": "002465.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002466
Men Tshirts
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", "path": "002466.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002467
Men Tshirts
{ "bytes": 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", "path": "002467.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002468
Men Tshirts
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"path": "002468.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002469
Men Tshirts
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", "path": "002469.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002470
Men Tshirts
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", "path": "002470.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002471
Men Tshirts
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", "path": "002471.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002472
Men Tshirts
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", "path": "002472.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002473
Men Tshirts
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", "path": "002473.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002474
Men Tshirts
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", "path": "002474.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002475
Men Tshirts
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", "path": "002475.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002476
Men Tshirts
{ "bytes": 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", "path": "002476.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002477
Men Tshirts
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", "path": "002477.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002478
Men Tshirts
{ "bytes": 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", "path": "002478.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002479
Men Tshirts
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", "path": "002479.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002480
Men Tshirts
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CwqB6VjObR0046HNa94W07VA0wt0hm7PGAp/HHWs3w1psml6fPbzMCftDlSOjLwA3412sigqawwPvf7x/nTg23qROCWqEpaSlrYyCiiimAlFFFABRRRQAUUUUAFFFFAFGlpKWpJCiiigAooopjCiiimIKKKKACiiigAooooASlopKAFrmJSjaheFuhkwPwFdMzqoJJ6Dd+VczbQu0W/8AvfMT655NUkZzYjEI2DUlnP5E4H8DkCmzwZYFR/8Aq7VWPBU/Wm43VhQlyu6Ortp3glWVD06j1FW9Th+12i3NuMyJWPpdwlxbj5vuHBP8jWxBcBPMhYfumXj2FcE48rserB80blrS758J8taOtWiappF3bnoybh6hxyGFcuWexunw2I88fWt211eCRVBbvQhyjdWOOspprCeO6RuF4dfVe/5EV6BZvbajb7hiT5cgVk6zpCTxveWmC3Vo+zfh61z1tdXWmyAQSvBJkBk6D8Qen8q6I2eq3OVtxdnsW9Wt3tLxkK4VgSn0P+FZucfkT+vWrN5fS6hcJNetmQL6Y659KrhWkYkru4AyAAR+IrrjfqefN3ehaVhxgkgnHP1NFwjNZOqBS4AA3g+vcVDFJJtyDkn8yPr1q9aSRSxO5jEm1AxHckDt9TxWhmc/YK/9rLMVwkCs5+oIAH51qCATFhuJwBwefmxkj6Co4bQW9lIIJYwQ25laXlmPtngDFTpaXUAjRUIdjgY5ySeTx6k0APaFBCVdFZcHgDBySAG/AinJZxqvc/KGweduAOh64qUxGVlJJYA5GcdAMZ/EmiRMQuQSSQBg9/X+VKxZHHBAWA2gBvmz1BJPbvVo2FrNwUjKBCcAepqorKmQ5zlc7U5Oex/+vUh8vax+9gfp6VLQEv8AYdgeGt4fcYx/kVG2haQzk/ZLfp/cDU7eu5fl4AyB3GaXrRYd2Rnw7pQkbbp1v/3yKY+gaSWyun24Jzxs+tWTE+3OOgI/nULxz4RvRunOOhNTYOZlJ9HtBKCtpAoAxgJU9rbol5GUUDriopDMGb5ifmPenWvnNdJSaKTu7GzRRRWTOgWiiikAtVNQ3fYZ9v8Ac/qKtVHOm6B+M/Lj9DSBEegL+4FdWOlcp4eP7tf90V1YrmnudcNhkn3TWNcjZMeAA1bRxVC9g3R5FVB2YVFdGfRS4PcUlbpnJsFJS0lUCEooooGFFFFAC0UUUAFFFFAFKiiipJCiiigAooopjCiiimIKKKKACiiigAooooAKKKQ0AVdTl8rTZ+vzIVGB/EeBWOkjLtA4ABH9K09SVmtkUAkeYpP0GSKp/Zum4gVcUYzepXeQHOeM/WqhxggmtNoBjJYfmapvbvH/ABKfz9/b2qyLjLeWWzkZ0+dMYK9Mjt+NblnfCe2WU8HqD6EcEGuekR+Pl/IioRNJ0WQqKxnS5nc6KVdx0ex1M15DMMMpFVFL2x3IS6/3T1rDF2yBiWD855FIuryiTbs/L+7WLos6ViF1OxsvETwKA3JHrxVyea01m3Y+WylTw4H+eK4tZ2lYARn8a1bNXhGGZ/l+78zDB9OO1XCk07k1K0WtCRovL34PCnFNHfgddwz6nvTnhJxuJHccc/U8U3a/90H6jH9a7YnnNofFC7Y46t/KnyM0UeAeHZVKjvyDgD/Ip5bylY9R2HT27c/7VRzyKJYSyeYEXLklgck4Gcc9A386Yi7qEKhYoYk8uWdiASWbaBgEkE9qtzRwW0ISPpHxu35VAB6+pxjHaoJh58sTYijIZFRJMluBluCO5OMdqt/IBvk3MUIZRsO0c/exzk0CM9LVjOt27FTsCoehUA/xe5qZh+4Qbs5Zj3PrT5p85VSxI5J5YHFRO+IyCrYyCR5fp+FIoaqKMYQH5RQEAzuXgipYrmESDcp9sRnr+VWBNEyfcYZ+v9aAKbqoPUN7Dr+XpT8/dPb+73qZvKcKQT09qMJQBCbph0UD6f71I14f4kbFTygfwj0/9mqHb68f/tVIzOnulaQ5AH0qzZyp9oXr/laPsyMqnsQTj88U62hEcgJQ4HpUy2HDcvUtJS1idItFFFAwpKWkpAUNHl+yXc1vn7jkL/u9v0rrlkJFcbfRNFex3Sjh/lk/3v4TW/Y3D+SAxziuae5109i/LOEZAf4jinsVkXFYOs3EitAkQO4vnPYY6ljWpYxvKgyGyfz+gqVuW1cqzIVY1FWtcWylKyWUqxFbxZzVI2G0lLSVoZCUUtFMYlFLRQAUUUUAFFFFAFKiiipJCiiigAooopjCiiimIKKKKACiiigAooooAKKKKliZl6nO8dxbRL0IZm+gwP60zaw/jJpNSy+oIA2dsWPzP/1qdGu5gc9FFbx2Oee4qxCXIJqGS3boB06e9WhxTScAn/8AXTEZUqNvA9DnoKrNHlSH6n+MH+tazyISTyM/3x/OoTGm3CnqoosBlm1Q9Tn5d3BFIIkDA4rSkjTbhT/n/CozCnHHQY9s0AT208alQW6YOe1bENxB5Y+UH68isBLfdnZ1AzipGt5kz8mcVSA3GuULH1PQfr3pEkh3Fcg4XIBGMVgw3ZjwrqT+Y/rVxJ0l2/Pn68//AF6sg1245HWqZCzz4dj80oGQMjaq9D7ZLZqIXHqSo7kE1BBcFY0OQqMvzZGdxdyR+h+vpQM1fPaYxlxvAHCvyAWJJ/Sp4QsagBzHncOKy0uxEWUN/EF/CrDvmJuOjfqM0AafmKrBmIb0IPzY71MIo3DbaxRdIc74yCDjB6VZFx5ZXYQRj14H4/hQMtmJx2/z+FRGNgBjOB1I4Iog1ALJkqKnNzbMFOFyRk5GOaQFcLgAf53U5oXxkMQeO471KYFbcVccYP1FIbeUZwwO0UARMj88nJ70xopCcZ6N/wCPYqUiVcAHjHpn9ajeSTPMQBHQ89aQyszSDHzn/wCxp9s7mU5Oc0SSFQCUHSo4Jx5oyrVDHDc1BRQKKxOkdRSZpaBhRRUTziItyAQu4Z5zz2HWk2NIimkguI5LdZ4/MAJ2ggtkc9K1tNKyWkbsOWVa83u5mh1E4YqQ25HH1yCK7fSrp1s4hjOFFYSOuC0Mbxvqdzp15atbkAlGJqTwve3urW5N5NOpJ+7G2AfwAzVXx2HuLe1nCncrsoxyemR/Krfgu0ubmBJZmePD4CdDwep71BZ2ZdIrcrs2levGKyC+45rR1QCOIISDurJWtYI56z6D6KKK0MAooopjCiiimAUUUUAFFFFAFKiiipJCiiigAooopjCiiimIKKKKACiiigAooooAKKKKkDHvDnUHOAMIv8s1LCF2lscgYP1HH9anurdDIzUkcOdi7E4Pc5+g59zW8djmnuJsX5COrZzT2hDYULk7uT7DmpWhZGbCgHkDJCgDPp1FSRQOMEq3Tk4559qZJWEaf3MofYHJpskKmQYhAzktkjH0xV0h9pYKPYk1EbIzSP5uWI+UEZAx0qhmYUjDAO0YzSD7MZN7zwj1Ib/69SXGj20gJCbT+fNZ0+kxLG4DcAZ6UEmpG+nrnM8f/fYomv8AS4gcXScf9NP8TXPjw80iggf/ALVIfCyHG6TtnhRQM0ptX0ss2+eP/ZYHNYt1qOmBy0MjH3ANWDoGn25Vp3ZmznHuKintolXMFuqx4yu/q3P/ANamIrjVoD8rSyKrcMTn7vcfUjpVhNQQ5duJG5bHPsAPoOK5m8ctMSxyTWnbWyqgJOeDgf8AAetA7Gz9pWViwZlI+X/ZOOlSpdShs7v+A/8A1qxvu/7n8P1qWOdwuM0IDfjuWEZRlDA1dt9kqAZY/jXNxXbD5Savw6io/hC59KoDXaF+OPw7/eqKQTxs5YEEZ459/Slg1LBBYDB/n9e1aCahDMAJepwM/jQBVhurjhuf8tWjaXjuHJLD5QePpTSLaU4D+n5DP9KnNqyxthgfpSAla4k3YaM8DFVTcBeSo2+ppEkaPKtuwM9e2OtPEyYBz/KkMiklXgkY+gqtG6tcITkZbANXCI2YD/O2mpAg1HjkRcsPQ46VDHBal2iiisTpEHU06mjqadQMKq3NvHLsLOFwfvHsD1z7VaowCCCKmRSOX8RaVGsXm27nzFOa6DwvayX9ogR1jJUHDk1nanYSCEm3cKhwChPqeo9varHhzVY9EMlvcB5IwPkKDO3nPNZNHVCSsWPEFrNbxwxFDJJ5w4j5PQ1Y8Mw3Vlaqt5bGLIJL7wRk5POOlPu9dtby6S6VPLWMHAOGLE+npio7nW5bzItEZoz3yAPzpco+Yt6hcCWdEQ9Pmf8AkKrVDBG8YbzWBkJ7dAnYCpq1grHNUd2LRRRVGYUUUUDCiiimAUUUUAFFFFAHnH/Cxf8AqFf+TH/2NH/Cxf8AqFf+TH/2NcNRTsZXZ3P/AAsX/qFf+TH/ANjSj4jY/wCYV+Vx7f7tcLRRYLncn4i5x/xK/wDyYHpj+5QPiLx/yC+fXzxxxj+56Vw1FAczO5/4WLyD/ZXT/p4/+xpf+Fjc5/srHTpcYxjp/DXC0UrBdndD4jY/5hZ+v2gZ6Y67M9KT/hYvTGlc8cmcHoMD+CuGophdncf8LE/6hfHYef0/8dp3/Cxv+oV/5Mf/AGNcLRQF2d1/wsYA5/so/wDgQP8A4jPej/hY3X/iVev/AC8ev/Aa4WilYLs7r/hY3/UJ/wDJj/7Gj/hY3/UJHXP/AB8f/Y1wtFMLs7hviErYzpPT/p4/+xpn/CwOcf2WNvp5/t/u1xVFO7JaT3O5X4ikMCdLyB0H2joP++a7zT7gXlhbXgTyxPEsjDOcFgDjP414VXtehtjw/pv/AF6xf+gCqi2yJJI1FVxKvmdTyF7Z6D+VTMinzMsw3EjKD+ppjMTnBxhSP4vr/I1HIvVdzfnWhJDNFCFYbnOP7/Ss6a4tkkyoUEqMnAq3JbOcE9wxY+5qm9un7z/PY0EsqPfnOAufTAqoWublsEEVcEGWAUcnqasCKQFgI/LwcZxyaqwGaumEYZ2MjltvPrml1O3AhQp1KcfQ9P0rWjtcM8vVgOh6Ak9T+ea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"path": "002480.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002481
Men Tshirts
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", "path": "002481.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002482
Men Tshirts
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", "path": "002482.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002483
Men Tshirts
{ "bytes": 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", "path": "002483.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002484
Men Tshirts
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", "path": "002484.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002485
Men Tshirts
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", "path": "002485.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002486
Men Tshirts
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Bkkk1lU2N6R3kRq2p4rjrbxtpW4LNIYf98YrobLWLK+A+zzxy/wC62awsdCL7EYqlPzSX2qWthHvuZkiX1c4rm5fGenTFltC87D+4pNDQGV4+AOjNkZUMCRXNfCqTyPiJpwAxu8xMfVG/wrqLq5j8Q2N1bGGSNzH92QY/GuR8AF0+IGisB8wuNrfkwNa0uxhV7n05RR2orc5wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAErzjxxoi3k1yNoL3IUKT24/wDrV6PWB4kszNDHOATs4OO3oazqK6NaMrSt3OS0GyWx0e2tMD5Fwceveq+peHor4yb4xIrjGCen0rRt3xxWhFIMdK572Z1JX0OVt/DcNlbxRxQ+UsYPO4ksT3Nbdyx/sox+q7amvJcsqDuar3assA9KG7u5aXQ5W88ONcopgnuIGD5LRPjcPStLTdMmgdg7yNDgYEhyR+Nb1ooEIJ7iid1AOMUOWliXHW5wer6I+o+Md4BEaW6ux9+le16Nbta6NZwSEl44VUk9elcroVkl9qBZ4wyDlj7Dt+ddzXRTXU5qslZRFooorQwEIyMV5bb6J9ij1PT2BUG7lI7fKcY/SvUq5XXIvJ1UyY4lUH8Rx/hWdVaXNaL1scdZeGreynuJktkDTKFYnnj2rY0yP7HppgBJC5xn61dlkVLdnYgACq25EtSxkUDqcmudybOxRsZN34cttUBEsSOCCDu96tQeGoofJAVEWEYQIMYH171esJlcko6svZlORV55Nq0J6WBx1uULlFji2AcYxXGaJ4aS11u6vZYvMjMoCAHGAeSa668lpdMt5ZsBFJLnAHrSVydL6m/4VtRb/bXVQqPIMADAyB/9eujqvaQC2tkiHJA5Pqe9WK64qyscdSXNJsWkPQ0tFUQfPttp9wvxGju51O6d5ZHJOfmGQa6jUrGVCHtlRWc5dyu4gVs69YR2niHzRHwwLI2Ohbr/AFp8O1wA1ckrrc7lZ6rqcHH4fup5ppLuSCUj/VbYFUn6nFdnpa+To3ksAMAggCrsyRpESAOlU0BFqxweaTd3c0jHocrP4dEokaB2gkI+VolGVOasabo9/C8Qkup5gAfMMpzu+ldHYcluOlXJHUCi/u2E463OO8Z6ebjw7JFCuZEYMoFa3w/0U6ZfWRjkY5iZpAOh471JdkSSBCM5PSuw8N2gS2a5ZAC3yqfbv+v8quF20jObUU38joKKKK6TiCiiigAooooA8l+Ldhc38i9TFbweZHjsckN+lS6XYj/hH7GNlBaOFTg+uK7HxdaCexjk8sOVbaQe4PP9KwLRgEVR0AwBXNO6bOuFnFNHI6lY6rc7USS0VS2Hjlh3YX1zWloemLp+oh1RNnIDBdueK6kRRsM4BNVJAPtIVR09Khu6NYxMjxNYJqUyBkViinG4ZFYEWl6paXTiC8RLXHyIkABJ9D/+uutlO67Ge/FaIRAgyozTUrDcTDsrVxAstwqiUrg4ritA0Gf+2L26RvLa3nIiIHIOeor0a6cBfarPhqxjnugTGCoPmsfU54/WiN3oQ2k+Z9Dt4QwhjDnL7Ru+uKkoorrOEKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigApjosiFHUMpGCD3p9FAHn+pQxWuqzwRAqitwM9OM0hlKxEjrVfxNKYNeuJP4dwB/IVHDcpJFkHqK5Z7nZBuxSvTLf8JJt2n5WjbkGq0h1KeIq9y6qp/hTBP1NaVxYQTHzdg3Y6jiqaWaynaHnGP8AbNQdCtbc0LO+3RrGVIPTmnzEu4ReSSBVaOCK0Pyg7upJJNXtAC3viC3i6hMyN+HI/XFOCuzGcrI7bS9Nj021ESnc55d8Yyav0UV1pWOFu4UUUUwE71h+Jo82UUw+9HJjPsf8itw1S1WJZtLuUbp5ZYfUDI/lSkroqLs0zgdTdmtSN5VCMEgZrFggtYjGhuQ8Y52uxwPwNa8d2kqKCMZ4IpJLfLp5QX34rjR3wa6jba5SBgkDAqT0VTWuJS0QJ6moEQRR5wM1XmuhGp56Ci9xMjvZAATmuz8N2iQ6RBKQC8i5zjoM8CvPBIbuc/3E5P19K9T0xNml2qekS/yraklc56zdi3RRRW5zhRRRQBjeINLbUbTdCB9oj5XJxuHpXIQuyuUYYIOCD616P2rzfUJli1+9h4XEpIrCrFbnRQk9ht/eFIWjAYsRjjtWPFf6qsYt2MW5uA+D09xWrcwLdKMMVYchlbHNZ8kEsJXddSj8j/SsEdkXfdljTbqS2ylw7SSE53YxxWk8oePeDwazYrEPiSWWR8cjLVJLcJHGB/CBR1Jk7GhomnjUtVIdiscS72wOvbFd/HGsaKiKFVRgAdq47wKxmkv5f4fkUfrXZ11U0lE4qsm5WFooorQyCiiigAooooAhubdLq3eGQZVxg1wd3ay6betbyEN3UjuK9Crh/Gcwg1a1J6NFg/mazqJWua0pNOxD56xx7ieKwrjUbuO9MtugaHHzK3Bz7VoBxJFjOfSqEtpcR7tt02zsGUH+lcx2xdyNb28lu0nn8tIf7qjJ/OtxbpZl+Q9KxI4Jpxj7SSvoEAxVyMLboRvLHGMk0DloStG93cxW8ZG6Rgoz05rvtM02LTbYRJgt/E2MZrhvD8gn8TWsa8hSzH8FNej10Uo6XOKrJ3sFFFFamIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACVwOsfFfRNIu3gMFzcKhIaSILtJHXGTzWr4216PRtCmiSUC8uVKRKOoHQt+A/WvFrXSrbVNRj+0nMcILeX/f9AfauujQTpSq1FojNybmoxPR7q4i1yJ7+NHWO5AkRXHzAEcZrmjeSWEnly5254aurs0xAi4HAxVHU9LjuFPy9a8lvW56CWliGy1JJVA3cVb+1QqCyEZHFcrJpV1asTbucenWoxDqbyBd5C9+KWhepqXurZl2IpZicYFdV4Ft2GoTSycv5X5ZIrntL0YQjzpPmkP8R5qO/wDEF14c1Gyltn+8zeZGekijGQa2owdSajExqu0G2eyUVWsbyLULGC7gOYpkDqfYirNbNW0ZzBRRSEgDJOBQBWvLoWkW7GWPCj1NcPf+MbuSQ2qRQ7JSYz8pzg8HvW/fXi3VxhfuIMD3965K5sEt9UZgMl23A+g9KyqSaWh30qMVC8lqZF8ZLWXco+U81Yt9XCwgkjPvWrdWQniwRWO2jKzYZRn1rmu0NWJLrWY/Lykgz7VRiW7vn5LKh/Wta00KCL52UE/StSCBM4UCndg7IzorYW8GxRjivSbKeGe1jMLhlCgcduK4S9URxkjil8JahNHBI7sxWKdoyCeq8f41tSdnYiVL2kdN0eiUU0EEAjoadW5xBRRTJHVI2ZiFUDJJ6AUAcv4n8c6Z4aJimEk84GTHFj5fTJPArhb69/tuBNat4mi8/wDehC2SAe2fwrlvELnW7m8mMnzSys4Y9ueP0xXY+H7VF0C0twchIguT34rz1XdRvse5iMBHDU4Nbvd/oVLTWVZwGbDDgg1srPFModyMCuc1fQ3EpkhJVvUVQWXU4VEewNx1p3S3OTl7HX3d6kEJHb2rA+2yX85hgBAzy3oKrQWep35xcNtT0HeumsdKjs7fCAA45NNMTVtzp/BUccNrcopGdy8fhXV9uleEa/f3ljrthJZyvE4RyZEbBGCP84r2Hw7qh1nQbS9cASSJ84HTcDg/qK2pVU3ydjPEYWUKca19Hp6M2KKKK6DjCiiigAooqhq+oR6VpF3fzuFjt4mkJ+g4/WgDK1jx14b0CVodQ1aGOZfvRLl2H1Cg4rldU1zS/GVut7pM7TW6qYtxjZCGB54I9xXhktjfa3qIgtyZJ5HJcs3HJySTXr3g/SI9G0VLBHL7GJZz/ExPJrOvZKxrSTvcqQakbdzbzNtYHHPetq3vI7iPBIxjk1V1rRFuFLqOeua51YdRsAVQeYO2eormuup0q52XmwwISuCKwr3V0EnlxgszHoKyll1adtioEQ9+9belaEIj50x3ynnLUaA7nQeBrZl1XzZMeZ5TMfbp/jXoleH+K9ev/DNlBe6bctBOJ1UsACCpzwQeo6V6f4L8RjxT4YttTKKkzZjlReiupwce3Q/jXVTXu3OWr8R0VFFFWZhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACUVS1LVbLSrU3F7OkUY6ZPLewHevPta+KWVaLSbcqTx50w5/Bf8a2pYepV+BEymo7nod9qVnpsHn3lzHDH6u2M/T1rida+J9rbho9Lh89/+esuVUfh1P6V5lf6peajO013cSTSn+J2z+XpVIsTXq0cthHWo7/kYSrN7FzV9avNXu3vbuUySsMegAHYDsKh067EF1HPngHDfSq2Mgg9jiqqs1vKQeUPUV3ypRcOS2j0Motp36nsenyrLArqQVIyCKuyRB06V5/4a137E4tblsQN9xyfuH0PtXoMMgkjBBzXymKwsqE+V7dD16VVVI3RntAAxqL7MGkAA71oyqueaaigHIrlsakbqsceK8/8VP5uowD/AJ5qx/PArsNW1S2skPmygNjhByT+Fec6pqQurlpSMZ4Az0Fepl+Fm6iqNaI5cTVSjy9Weu/DnWoJ9Ej0ySVVuLc4RS3Lqcnj6f4V3GQoyTxXguj+EtU1Pyp5nNnb/eDsPnb/AHR2+pr02OWdLKK1kuZZ1jULvkOWb3YjqaeMhTjUbhK9xYehUnHVWRvXGrww5CfvG9un51kXN9Pcn94+E/urwKrHNGMiuO56MKEIa9RJd0cm/qD3plzEt1Gsicsn8u4qwg3pg/Q1BtNvKccqalq5vZSVhsQBUZokgUjIAqVo+dyjjrinD5lrBxsckouLKRTAxUsSbVp5Q56UpXC0kiWZ9/lo2FGkw/ZtK3MMGVmc/j0/QCrD2xm+X+9/KlnG5kt4hhVH6VpBa3OikjodO1eF4o45j5bhQAx6N/hWvnKggiuCvru20+JWnlVABjB5J+g71zl145vYg0ems0CYxvfk/gvQVU68KfxMccrqV3el+Ox6jqes6fpEPmXtykQxkKT8x+g6mvM/FHj6XVYJLGyj8m2k4Z2PzuPT0ANcjc3U13M01xNJNKx5eRtxNV36A9gefpXn1cXOekdEe3g8kpUWp1Pel+BAsuJCrHrXV+GNWEcwspmwG/1ZP8q5SeASLlTgiut8NeGpFhW81JRkcxxnsPU+9Y0VJy907MxdFUWqny9TrJ7dZo6pLaBWwVFOTUFileMNuVeOe1XCFkVZFPDDIrvPkmmiukPzgKMfSrUoEcR+lLEoU5rB8T6wLSH7NCw89xyR/AvrSlJRV2aUaM61RQhuzltdu1n1ByCCseVB9+9em/DnU7V/D0VgJVFxEWJjYgEgnOQO45rxqRtzYJ4zUwnePY0bsroQVZTgj3Brjp13CfMfR4nLY1cOqCdrdfM+lQc96WvHdD+JOpWJWLUB9shHG4/LIB9eh/H869H0XxTpWuIPstyBL3hk+Vx+Hf8ACvUp14VNnqfK4rLsRhtZq67rY3KK53XvG2g+HAyX98v2gDIt4vnkP4Dp+OK8h8S/F3VtULw6XnT7U8ZQ5lYe7dvw/OuhRbOE9m1zxRo/h2AyalexxHGViBy7fRRzXh/j34kzeKFFhZo1tpytuZSfnlPbd2A9q4a4u5rmVpJZXkkbqzMST+Jqq3WrUUgLOm6nLp+oR3MTfvIzyP7w7ivafDeoW+oWKT27hkbqO4PcH3rweYFSHHSt3w14juNBvhPEC8L4E0JOA3uPQ1nVp8+vU0hPl0Pe2jDoQaotZqH6Cq+ieJtL1qNfst2nmHrE52uPbH+Fa8ig81xuNtzpTuZzW6ggKozVoR+XFz1p6xjdmmXUixxlnYKoGSSeAKEgOC+ILwnSXjmUMGICj/a7Grnwc8XWunl9BvP3f2qYyQSlsKH2gbT9ccH8K4Hxh4gXWNUPlN/osJKx/wC16t/ntWAkhAzmuynC0bM5akrs+z6K+cfCfxZ1jw/brZ3if2jaLjZ5zkSRj0Dc5H1zivW/DnxK0DxEUgWf7JdtwIbkgbj/ALLdD/P2ocWQdnRRRSAKKKKACiiigAooooAKKKKAErlvEvjC20ZJLa2KzXw42Z+WPPdv8Kt+KfEUPh3TGmJDXMgKwxnufU+wrwy4vZrqWaaWQvJK5Z2J5JNd+CwntXzT2/MyqVOXRFrU9Wu9Tumnup3mlPdj09gOwrLbPWnqR1NKRmvdjFQVkcxCKcBTtuKMCmBHgBs568UkkQkT3p7LkY6HsaQGXsiD6mmmIbFuC7SMgVpaZ4jvtNnUW0xeEN88b8pjuB6H6VltA0gIkkJXuq8D8fWghYlxt4Hp2qJ041FyzV0VFuLuj1rSNUh1qy+0xoUwxUqTnBFcB4t8Y3M8txp1iWghR9nnRsQ7Edeewo0PWhp9nqCqSvmRb1B9Rx/UVyBUTOXOeSev868qhgIQrTutFsdc67cF36jbLVpnEsF0xaZORJ3dff3r0bwR4QEqRa1qibt3zW0DDjHZ2/oPxrj/AA94bOteIbeJeIxkzn0jHX8eg/GvcQqoiogCqoAUDsOwoxuIlTiqaev6GmEoKcud7CnLGjbSjpTq8Y9a9iPFGKdiigdwQ7X9j/OnSRCQccGmEEjANJvnPeJfoCaYJiH/AEdTI7bEA5LHioRcvK+9IsRep4J/DsKka3V2DylpGHTd0H0HSpGjDIydNw7UrXKunuEbK654/CknKpHuJAHUk0CIRRjB+pxVeQedIAT8q9vU1m4+9Yy9mnPTYyb7xDLp0yH7A8lo+AZQcMnuQe1Y974sIDrZJhm6yuMn8BTvGeorHGthEfmbDSY7DsP61x0cvO1utcWIryjLkiz3sDgqcoKckW7m9luJTLNM0jHqzGqzNkU2TCsD2Y4P9DUe8gFSORXFe+57MYqKsh8bfORTzyKZGuBk96c24jaoyxOAPU0hvRHS+FNIjuE+3XIDKrbY1I4JHeusukmkh2qdo9hUGiWQtNPgtwciNeT6nv8ArWuFBHTivTpQ5Y2Pi8XiZVqrbenT0ONfw/Al+t5HcSJLzvHUP7kHv71fstb0/wC1x6Q8+LxflCspAY9eD3rXu4cZeNASB0rlvEdrNd6Y/l26+ajB1O75lxzke9OXuq6FS5aklCX39h+u+MbPTImjtCJ7kNtbaMhPU+/0riJ9UjvQ86T+dI5+cnqD7+lMigQLu5JbnJqJ9NhaTzUBjkH8S/19a4J1HPc+ow2Djh17m737iojuAT3qYKVwvbrzT0MiABkU47qcfpSjLEkg+wNZHYIB709HaNwykqwOQQcEUYoxQHLcrXdnDfSPJKGEznLSBuSfU+tc9e2M1k2HGUP3XHQ//Xrq9tRvtKlJFDxtwVPQ12UMZOm7S1R4+OyijXjemuWX9bnGdKDyMGtLUtMNpiaJt8DHAz1Q+h/xrONezCanHmjsfH1qM6M3CorNDevB59feo1QxPjPy9j6VKRTHQuuGPHoKsyLemaoNO1i1vkiSb7NIJNrHAYjtmvcPCXiaLxVp0s4g8iWKTY8e/d2yDn3/AKV4Io2MrbQcdj0Ndv8AD7X10/XbvziFhntyxGf4kG7P1xmsqseZXNKcrOx3PjbxdH4StYBFCk95OTsjYkAKOrHHvxXkOt+N9Z12Yi6l8u3YYWCLKoP8fxqPWtXu9d1W5v7lsmZvlXsiDoo9qy3gDDbiiFNRXmKc22MUNM29jwKnXmjBVcEdOpFKOK0IHAVIjle/FRDmlBpgdtoHxO8R6CiQpcrd2q8CG6BbA9A3UfnXtPgzx7pvi6DYn+jX6DMlq7ZOPVT/ABD9RXzFmrFpfz2F1Hc20rxTRtuR0OCp9jSaTA+xaK86+H3xHh8SxR6bqBEeqhThgMLMAOo9Gx2r0Ws2rAFFFFIAooooAQUySVIomkkYKiAszHsB1NPrjviNqp07w00CNiS7by/+A9W/oPxqqcHUmorqKTsrnmPinXZde1uW5OfKB2Qqf4UHT8+v41gZ/eHPQj9aVmJOaaBn619RTgqcVFHG3fVknWE+tOiffGreoqONwYvxpLRvlZPRjViLBHNNx6U7v1ooEN60Uv8AKg8UDE+nNMZQSMin0xjgU0BQuAfMKeg/nUSgGVY0Gcdaku5B5uF6s3U9gKsW0AjIUcs3f3pPcfQ9J8CaZ9j0Zr11Alum4OOiDgfmcmupyQfWorW3W0s4LZQAIo1T8hUpH/1jXyteo6lRyfU+goQ5IKJKpDKD2NIpwSp6ioo3w5XseR9e4p7nDK1YmrRIRSYpRyKMUCuJSZp1NNAB3py8U0dKUH0pjCYgIfeqrOlrayXEpwqqXY/SjUbgw+URGW3MAQPesTxpeG20UQqcNO4X8Byf6VFSXJFy7HRSpucox7nA311Je3ss8hy7sSfaq2NwyPvCgcmpCDwR1Hb1FeG3d3Z9ZTioqyGynfase4XI/CmScuG/vDNI7bVkA6FSR/WpWQtEh/2RSLHr90VPp8TXGsWkKjJMgJ+g5qGMfKOK6zwlpJDtfyry42x57L6/jWlKPNM4swrqjQk+r0R1lum1QKnLHoKRFJJp+0Ac16aR8Y2VbiURoRgkmvP/ABF4iZJ3srcqZDkHBztHcmuh8W64mlWDLCwN1L8sQ9/X8K81toVjYk8s2SzHqSepNc+Iqcvuo9jK8F7V+0lsi0OOnQinjpSBefbFC+lcB9OxaWjpS96BCUmaU8CmM2BQA/OeKgmcAle4qSM5JNVXO5nb1OBTAkjRZ0eGUZidSD7e/wCFcvc2721w8Mn3kOPr711cY2Ime9ZWuQ7kiuAOR+7b+Y/rXoYCtyz5Hsz57PMKp0/areP5GLSfSndKTFeyfJjWFNVmjcFGKnnp6Y5p7KcGq7yALu6dB0qWBIvSnAcZoVG27hznvSkN3oAT60lOxSGiwCdOlFLSUWAM80h60o60wHO4n1oAu6TqFxpeqW17auUmgkEiH3H9K+r/AA7rdt4h0O11O3wFlT5l/uMPvL+Br5GTgg+teu/BLxA0Wp3Whyv+7nTzogezr1/Nf/QamSugPcqKKKzAKKKKAEryL4qX3m61b2gPy28OSP8AaY5/kBXrFxcR21vJPK4SKNSzMewHWvn3xFqf9ra3dXnIWWQlQeoXt+mK78up81Xm7GNZ6WMbPOKYXwSPX+dK49KjkyVyPvCveOcWOQHdjgnk/WnW74Zj6saoLJ5d0Fz8rjI/z+dWYG4H50XuNmiGzS1EpJqUc0EhSkdqUdaTFAxKa3Q5p1NNMCgtuJ23NkYAIwfetXRIjc67ZQkfemQH6ZzUMAAQAA9PSt7wZa+d4mjkIJWGNpCfQ4wP51nWlyUpS8i6a5pqJ6WxyxpM/wAJPPakPqKcwDLyM+tfJn0SIZH8tlduMEBv5ZqRjkAe9RzxloiGOQRgP/jTY5SyISPmI6fzpGjWly2rU+oUNSqaDNi000+kxQA0dKVeDSdKBywpgIFDSkkZGK4Tx9JturWAHgRlsfU//WrvkHJ715z48fdraL/dhUfzNc2LdqTO/L1fEI5daeRkcdfT/Cox9KlXkev868g+pRWmbAJzgryR6joatREMgHoKgu03QOP4sHBqxotpPqkixw+gLueiimk3sZ1KkaacpOyRqaLpTajc/MpECH5z6+1eiW0SxoEUYAHQVU06wisrdIo1wqj8/etEYQZrvpU+RHyGNxcsTUv0WxOWWJMnFcl4k8ZWmkxmJW8y5PCxJyx/wp/izWZbTTJPIIEz/InsT3/rXmdvYrG7SuTJMxy0jnJJp1a/JotzbAZe6/vy+EkknudSumvb1syN91eyD0FHOc9qlYYFG3jHtmuBybd2fU06cYRUY7IlGMcZxxjNG3nNPI/dk0vUVJpYbjIpD0p2MU08UrgMJFRueKexqJzxTJC3bAYHrUSAMyg9OppofaT70sR5JPf+QpiLLHLj0FU9RXfpk/8As4b9ass3GP4jyagvSBptz7pj9RW2HdqsfVHFj0nh537P8jm6O1FHNfRnwAZFVigk+VumasGmIvJ+tJoBykKAMYxS7s0pHFNxTACabTugphpAFNzRmkJpNgKD1pg6KO5pC2KFbLk+gxSAsLgAkdBwK6HwDemx8c6PODj/AElUY+zHaf51zeSV2jj+la/hZC/ijS0Tkm7iA/77FAH1xRRRWQBRRUckixRs7naqgsSewFAHI/EXV/7O8Om2Qr5t4fL57L1J/kPxrxOQljk/hXReMvEH9v6280TH7NGNkIbj5fX8TzXOkfSvocFR9lSV92ck5c0rkecrycUxuOac3ykj1FRu2B7V2ElC8+X506od4x+tPtJhJErKcg1HM/zc9OlVtNHlKyZyA7Y9uaybtMrobyMMVOrVTjfip1atSC0MZpSMVEJKdu4piEbg9ajZsdOvah37A0wZyGPWi4yZCFB5f867jwFbYgvLts5ZliUn0HJ/mK4YE45r1LwxZ/Y/D9qhILyDzWx6tz/LFcGY1OWjy9zrwMOarfsa460o+VsHoaAMjFL1XBr509sY52g+nesl7gW+pJETxLkoP5j+tarnHBrGvdq3tswVfMUsAxHKgjtSka01c10Y1Or1Ric7RnP1qdXNMyatoWweKWoFkp7PgUCsKxpobnNRlyTTl96Bkm8jsK8x8XP9o8QXJzkLhfyAr0LUL6LTrJ7qUEheAq9WPYCvK724kurmSZ1wXYsRu9a4sbNcqietlNJubqdNioF5qZBxUYx33D9anhje4cRwoZHPZa821z33JQV3sQtG9xKkMSl5HOFA9a9A8PaHFpVgsC/NITukf1P+FVNB0EWTefMA1wwxnso9BXVRR7Bmu2jS5Vdny+ZY728uSHwr8R6RhF5qtPL1weKmlk7Vi61qC6fp805PzKMKPU9hW7aR5cIuUlFbs43xJeC71cxqcpANv/Aj1rLC8U2Is7FnOWY5J9SanOBXmzlzSufb4aiqNJQXQgYc4pUG+U+3FGQSW7KM1HHnyyfXmpNyy4whoHSoySU+tPBwBQx3HEcVG1SZGKhkOBSEROcd6hduvNOdqgY0yW7DHbAJ6Yp0QfGSPz6CoGcNKsYPT5j/AEq6p+XiqehnHXUUDH1qtqjFdLb/AGnVf6/0qz1qvqy7tKyP4ZFP8xW+F/ixv3OHM21hp27GBigjApRSMQBzX0J8IRmnRgnJIHPamdTUlTcBG4XpSLQc4NCYp3AUgUwipfwqNunShgRnim/WlJxUTPUgMkb9KSFvUZxzio5W5C+vJqxGm1RQBIW3HjgV2fwv086h4+0xcZWFzO3/AAAEj9cVxYHNel/Bq4itvGyRtjdPbyRqT68N/wCy0PYD6IooorIBKxPFly1n4W1CZThvKKA+m75f61t1keIZFGltCwBExCkHuOpoi1FqT6By82iPnuYDeSPyqMHcDg8+hrt9Y8HLcBptPYI/XymPB+h7Vxd1az2kxhuYmjkXsRgivo8NjKVZe69e3U5qlGdP4iFzx7iqcr8YzU7uwGPvfTrVCaQZ4PNdLdiERPukYhFZj1woycCmWVuVYsf4iWNet/DjwrNF4X1jV7mPab20eG2Uj5tm05b6E4x9K8tgGEX6VyU6qqVJJdC2rItqegH8qm6d6ii5JapOtdiMyZOuSae74FRxjIBpGO58YpgOAzzTn4A9aVRjkCiU8CgQA/Jk+le1acqf2ZaLtGBAgH/fIrxUcRj0r1nQ2lXRbENIxbyFzk57e9eRm7UYRb7nfgJKMmbBjA6Ej6800hh2z7ihWcjsf0oY45IIrxFJM9ZSTK8rAdSR9RVGXyXljB2mTOR647/0rRkcbTgj86xEm+13fmxsGj+6pByD6/rQzeLSRpD5uBUhO0YpsQwM0uMt60zJkkeRzSu1L0FNUFmoAcik1LjAxSqMU1jxQI5/xFDcag8NhbAf89ZHY8KOgH481hP4MvSuVuIGPoQRXZuF84tgZIGT60xi0p2rwv8AOuKtTjKbbNqePq0Vy03ZLyOGtPC13LclLjbHEp5ZTu3fSusstKt7KMRwxKvqccn61pJEqrxUgAH1pQpRjsZ4jG1a/wAT07DI4QgyaHfA4pXftUO7OT6Vocgx3wCT6ZrzvxZqZur8WqH5Ifmb3Y/4D+ddnrN+ljp8sznhV/OvKppWdmkc5eRix+prmxE7LlPZyjD89R1XsvzLUB4BzSs5ZsCmJ8kP4UsQ4LevArjPptxZOIwg6scU9htiP5UigvOT2QY/GlmOEA9TSGKB+7HalJxge1B6KPakfgimA4Gopjx+FPPrTJOUoEVGbIqBjUhOCfSmMMg46imjKRUTJvGPQFRWlH92qO1TKpJw3YZq7GrAU5McFZDmODiiZPtFnLAMbnXC/XqKRgQalgjPmKW9elOEuVqS6GNemqkHB7M5UHg5qItvfHpU90vkSSp/dcj9arwDI3epr6VO+x+eyVpWZIBgUZ+alPPNMU/N1oJHdR0po4NKOhpp4cUASionODUgqCU/MKbAY5OKh781LIeKhbg1IEP/AC3LcVbjPy1U3DfjvVqJkxywoAeDj61p6FrU+haza6lbBTLbPvUN0PHQ+x5rLYgnirNjaTXl3HBbxmSVzhVH86APr7Sr06jpFnfNEYjcwJKYyc7dwBx+tXaqadEYNMtYmYMUhRSR3woFW6yAK5bxFceZepCDxGvP1P8AkV1NcPfyebqM7+rms6rtE1oq8hqDC1Q1WytNQgMd1CkgHQnqPoeoq9vG2qN2rbSUJrlTcXdbnW9dzzvWfDn2Qs9rPlP7knX8D3rf8LfC2/vry2u9bSOLT9okMIfLyeikfwj171qadYDWddtbSRcx798g/wBleT/QfjXrPavUp46s6dm/8zhq0oKWiKlzEiabNEqhYxCyhVGABtxgCvlmJcKuOmBX1TesFsbhj0ETH9DXy3GvyLx2rvy37XyOer0JU4B60u4gU0cKKCckCvYRgWE4QfSmpyxPpSk4jH0pqDC0wJ14pshoQ5psnLAe9Ahw/wBWa9jsY/LtYIx/BGq/kBXkEa7pEU93A/WvaIUwcenFeHnb0gvX9Duwa1ZOowKa8m0U5/lWs6WfkjNeAd61MnxTfi20S6kyNxTYv1PFVvCi50CxPpHj9TXOeOdRMs8NircL87j37V0/g4f8U1Zk9g38zXqexcMKpPeTv+BNOpeu4rojf5CinRjmmE1Kgwua5TrBzxSpwKaeWqVRigY7OBTOWb2pWPYdacq4oEVXG5yO2aeFA6U1/llbPrS7s1zS3OZ7jy1MZ6QnNRtknApAkIxLHApHYINtOyEGazdQvltreWZ2Cqik5NIpK+iOQ8Z6j5ssdmjfLnc30H/1/wCVcr9+dV9Oakubtr66lumyN5+UHsO1JaKGkaQ9OlefUlzSbPscFQ9jRUepPIfuoKlXggdlFRKd0hbsKkj+4T61kztRJGNsXuetRzffUVIByBUb8zfjQBMcZApkvWpP4sVFN1oQADlaQjKU2M5yKf2FMRQkX5jUfQ9anmGHP1qA8GqRlIgkSTeJFUlFyGI7VPE4IHI/CremNIt+oCM0TZ3ELkL6Z9O9d1ZWFhKqs9pAzHuYxXQqPNFO55NTMvYVZQlG9v8AJHDQq0rbYo2dvRRk1t2Hh67kYPcqYU64P3j+Fd3BbwwptiiSMeiKBUUy4Ocd6qOHinqcdfN6k1y01b8WeAX0jO7FjlmYkk/WlRcKq4r0iD4YQ3F0095fMYy5ZYoVxwTkAk/0rr9L8L6bpKj7LbRq398qCx/E8163t4rY+eVGT1Z4UQDwOvoKb5ckZBeN0BHBKkZ/OvosWip822MH/rmv+FRzQpIo8zaw/wBoCpeI8i/q/mfPghkEYkMbhDxu2nGfrUT/AHxmvaPE1lY3ekNbzuVQEMMNjBrxeTaJnUNuCsQD6471pTq85nVpclh/eq8/3qmBzUU4ya1exkRk5WopB8oNPX7uKQjMZ+tSBpQ+GLi90+xu4XXNz5oUNwMo2CM/iK0LfwB4glICwQBT/EZxiu70jS/+LP6LqG3Dw38rZx/C7Ff5ha39NkzEvPauec3F6GsIKS1OFsPhZcthtQ1CJB3SBSx/M4Fdfp3h7TtDiK2cGHIw0rHLt9T/AEroV5FVZ14JrCVSUt2bqCWx6TbDFtCPRF/lU1QWb+ZZwP8A3o1P6VPXUcYh4FefyNmVj716ARkYNcDewtb3UkTdVYisquxtR3YinIprjI6cU1G7VOMEVy2Oq5Dp11/ZOom7SFZCybGB4O3OePyrttP1G21KHzLd844ZTwyn3FcZJCGHAqGGS50+7S4tzhl6g9HHofatadTl0ZlUpqWq3Oz8QS+T4c1OX+5ayt/44a+ZRxGo9a+g9d1q1u/BmrSRyBXFnIGjY/MuVx/XrXz0xxIF/uivey3VNnnVlZ2ZLmlj5lJqLeQCf51JDwnPftXsmBLI3AFL2ph5cewpxPIpoCVB+NBGXzSLkLSj71DETQEC4hz08xf5iva4iNxPvXi1vH513bx9N8ir+or2WE/Nj3rwM63h8/0O7BdSWflDisxk4Jb1rUYZFZ8q4cDtnNeGtWehE8f1qVrnVJ5nPJkb8s4H8q9H8J/L4WsR3Ksf/HjXm+opi/uVJ6SsP1Nen+HI9nhzT1/6Yqfz5/rX0eYWVCCX9aHFgtasm/61NVRmpTwKbGMGlbmvGPVBBzUoOBTQOMUH5jjNMBycnJqSkVcCl96BFW7GGVh6YNNjG4VJOC659DTEYKKwqLUxmrMU4AqEnJNPkbjOaz7m8SFc55PQVAkrjrq4Ea8nFeeeKdbN5N/Z1u2Y1OZmHc+ldNq6XaaRdXsjeVtT5F75Jx+FecxoFyeSSck1z15uOh7OWYRSl7SXQcRhMCrMY8u3A7moVQtIBjgVYYZdV9K4j6NDlG2P3NTooCCov4wPSpjwtSWIvJqNeZSalX7pNMQc0ASfx1FMfapu9QT0ITGQn5jUtQQnDGp+opiKk3XNQPwasSj5agblRTRnM6TwaguP7TgxktACPzrb0+UrgVieBH2a3Mp6NAf0IroEhC3DhegYgfnXfR+A+XzJWry+RrR3HTmp2G5azhGVZea04Rla0POaJrMhofdTg1YxxWfA/l3DoejDNWDIPU1QIldxtO41i3OlwXcxkkvLtF/55xzbVP5c1emUyJ8r4qk9gJfvXk0Y9IyB+uKbRa8jLv8AwzoV1aSx3MDMMH948zEj3yTXizKEdgpyFJAPrXrXi3RNNPh68l+13YmjjLqzXDEEjsRnBzXko6dOtdNBaM5cS9UPB6Gkl5GaVPuikYfLXQcxXBwTSr0YUjcGlT7xHqKQH0N4Vs/tvwIghAywt5ZB9VkZv6Vh6VP8i5rr/hSFufhhp8TfdImjb/vthXG2kLQyFB/CSPyrlqm1F7nRRyinSLuFZ0bOJFBrWjXclc50HY6DMJtFtjnlV2H8DitSuZ8KT/LdWpP3WDqPY8H+VdLXXB3imcc1aTDtWVq2kLfr5kZCzgdT0b2NatFNq4k2ndHn9xbTWspjlQow7GkR8V3N3aQ3sJilXIPQ9x7iuQ1DTJ7CQ7gWj/hcDj/6xrGdO2x0QqX3Iw4NBUMOarB8GpVkBrFo2uRXVjBPGyyRhlI6Eda4vV/BCu/m6axVm5MbHj8PSu9BBpQilhxWtGvUoy5oOxM4RmrSR4tfaHqlkm+eylVAeWAyP0qCNhs6ivdfLX2/Cqb6TYsxc2VuWPcxjmvWp5xJL3439DklhE9meMBgZTyMUpOXAH6V7ONKtD/y7Q/hGKb/AGXbocxwoD/uitf7YX8n4k/U/M8iTGKPWvVbnQ9Ouzm4sIy395PlP6Vj3vg7TnU/Z2lhbtk7hW0M2ov4k0S8FNbM4m2l8q8gkJ+7Ip/IivY4T8xI6ZrzO98MS2lvLM93b7UUnHIJr0XTZhPY20uc74lb8wK4s0q06yjKm72uaYanOm2pI0CeKp3I71c6iq04yteKzuizxvWY2i1e9VuMSOf1zXqukxeVo9in92BB/wCOivO/FsHl63MRwJUVv0x/SvTLZNlvDH/cRV/IYr38ZPnoU33X6I5sHHlqzRYHA5oHWjNKOK8w9EdSqMfU0mM0o60CJRTHPFLmjryaAsIq/KcjrVSeJojleV/lV3PpUcjVLSYnHmMieV2GyNSzHsKSCzWNg74eU/xHoPpV5z7UijkHFSoJMqMVE5/xnJ5fh8p/fkUf1/pXmwHFd748lxa2kOers35D/wCvXDqMjA+lebi3epY+jyyNqN+46BeC3rTkGWZvencKvH0pF+WP61ynpIcnLE1IxpsYwKdzmpKFUfLQo5NKOmKQdaYmO/Gq89WarS9aAIEOO9WAfkNVulTocrimIjl+7Vbqp9qsv0quOpHrTREzQ8P30en6qJ5ZVjTy2BZzgCuytZknVLiF1eOT5wynIINeXaggksZ0I/h/rXdeCmP/AAi9kp/hVl/AMa78Ov3V/M+XzTTEJd1+p1rgMyt7VdiGE4qjGcgVeU/JWh5zRQurmO1lM0zqkY6sxwBSJqlk4+WeM56fMKw/GqiXwxqaY/5YH+YrxYWangEj6VvSp86MJ1OR2sfQN5fW8EZMtxHCvqzgVzt54q8N2qkzamJm/uxylv0WvIzZhseYzyY/vMT/ADpRbonCqB9BWqw/di+sPojU17Ul1bV5ri3e4WzOPKhkckDA64J4zWcO1SImBTcYNbqNlZHO227scoyMUjdDTlPzEUj9KpoRVbuKaDgg09vvGo6kD6X+DMgk+HcAH8FxMv8A49n+tc7B8lyQw6uc/nV/4E3ay+D722zzBesfwZFP9DUeoRrDrd7GBws7gfnmueqa0tyR48TAjt0rTiwsdZyncy1oDiOuZnQi94akxrzqOjRN+hFdrXB+HSf+Eij90f8AlXeVvS+E563xBRRRWpkFNZVdSrAEHqCOtOooAxrvw7aT5aLdC5/u8j8qx7jw5fQgtCyzAdgcH8jXYUtS4plqckedyCa2lEc8bxOegcYz9KlD7hweRXN/GW4lTULFInZWS3LAqcEEt/8AY1w+heNtYspNtyRdwr1WThvwNafUJygpw6lRxKvaR7KrBlBFO3etcbp/xA0S8cRzStZSnp5wwp/4F0/OuljuBKgkjkEkZGQyNkEVyzpSg7SVjeMlLYvA+ho71UEo9xSPOyqSCW+lQWkrkl1K0KFwjOB2XrWE/ia13MHtL9CODutXx+eKuvqaxHdKCB/uk/ypra1bMB+9X8QR/Og0OW1fxXpMkggeQ7yD8jRkE+2CK6fwlP5/hyyY9VUxnnpgkfyxXE+M72yvLq3NuY5Jow29kOcDjg1tfDu98y0u7Jj80biVR7Hg/qP1r0XhbYP2nW9/0OOda9blO+HSoJRxUqHimyivLZujzvxbDu1mw4yXO3/x4f413SnBrm9YtPP8SaRkfKJWY/gN39K6CM/LzXpSnzUaa7J/mFKNqkn6fkWAeaeDziol6U8e1ZWOi5JxSjpTCaN1A0x5NKKYGFODCkO47OBULmnM4qFm3HAoBDcFj7Up4IHtQcAU3qc9sUDucN45l36hbw/3I8n8T/8AWrmI15J9K2/Fcgl1+YZ+4FX9Kx8bUA9ea8Wu71JH1ODjy0YryEPOBigjLYo75pFGTnNYs7CToKB60ZFAxUhckU8UvvTM0uaAFLVXkJqUmoX54piIGqSNqjP38UK2DTAe/FV84arDnK5FVmpoiRDcqTHIPVTXX+DG/wCKfgXurOP1rk35x7iug8Fz5sZ4+8c5/UD/AOvXfhdacl5o+bzaNqsJeTX5HcW5z+FX8/L+FZdq/wA4HY1oscJmrPLZgeJI/M0bUFPQ27/yrxpK9n11h/ZV6T3t5P8A0E14wnAH0rtwuzOOv8RLTSM4pc88UuK6jEQ4qJuualxxUTDkUmAq/fNI/IpM4JoPShgV36001I4qM9KkD2n4A3YD67ZE9RFMB/30p/pWxrDY8Q6l/wBd2riPgfeeR47ltyeLmzkX8VKt/Q13HiZPJ8U3y/3mVx+KisKxpS+IW2O7bWgWwhrMsGyMelaLnCVyM6kTeHJMeJIQe6sP0r0GvOvDwz4mtuP73/oJr0Wuij8JzVviCiiitTIKKKKACiiigDw/4pzfaPFUkWc+VHGn6Fv/AGauMhtVSInA55rpfF832zxZqT4z/pDJ+C4X+lYspAQgfSvpcPC1KK8jim7yZj3NhHKCMU7R9c1XwvNi3bzrQnLW7nj6r6GrRAz0prxK4wRVVcNCqrSQ4VJRd0dxo/j7R9UYQySG2uD/AMs5uMn2PQ10T3W1cx4/GvELzSFklDqO3amraXe0Kbu4CjgDzWwP1rxqmVS5vdeh3QxiS1R7OdQuI8tsix7visDVvHcNhcrbG2a4lZc4iZWUfU9q88jsATiWWZx6GQ4q0ltHGAI0Cj2FVSyh3vN6BPG6e6iWR/OuZpmUK0rlyB0BPOK1PDOo/wBla/BMzYic+XJ/unv+BwazTGAM00ryDzXsSpRlB0+lrHDzvm5up7tGfepHGV4rn/CmpnUtDhd2zLF+6k57jofxGK6EEEV8bVpunNwluj14SUkpIx7iJTexyuMsgbYfQkYqSI/KB1pb5Cr7xjC81HAc/nWlJ3VjojtcuA8CnjtUa1IK2KFPSm5NBOfSj8qCgFOU8j0puaTJoAdIR2qIDnJpxzSfnUgNbLHinEYApQMHPWmXL7IWb0Un9KGNbnl2pMbnVrh+u+Vv51Uc5kOOg4FWDnLyHr1/E1VHWvAm7u59fSVopdhG6daBxSdWJp2aRsGeaUE0mKPxoAdmgtgU3vSgigBC1MY5pxph6UCImHzA+hqM8P8AWpiKhYfNzQJkmeKgbgkVIpzTJfvU0SxjDKj2q74Sn8rVL22JxvG8fUH/AANUv4Kr6fcfZPEsMmcBnCN9GGK78FrzR8jwM50jCXn+aPUbN8sK2STsH0rCsz8w9a2Q2YxVnkyRgeI5Nmi6g3pA/wDKvIQK9T8YTbNBviD95VT82Ary3Nd2FXuM4a/xC96CaQ/SkY810mA7NNYZNKDS8UAQsSDRmlccj3pp4pDI3qMc1K1RZ5qQOt+GF79h+I+iyE4EkphP/A1K/wAyK9g8ex+Rr8U/aaAfmCR/hXz1p121hqlpeIcNbzpKD/usD/Svpj4h24m0qyvU5CSbSfZh/iBWVVaFwdpHMaa+XrVl5SsPTDgjNbbnK1xs7EWfC43+I4z6I5/TH9a9CrgPBqb9cmbH3IT+pArv63pfCctb4gooorUyCiiigApD0NLVTUpvs+m3c2ceXC7fkpNCV3YD5+upftN9c3X/AD0ldx+LE/1qjK+MDFWT8kMYPUqCapyMGbFfVwVlY4CLB96COOlBIJ60cVoAEZ60wrUufeo+h7UAJsA96cAMUd+lL0oAaw4/+tTe1SU3o3WgDp/Auom21Z7NjhLleM9nHI/MZFelKc+9eKWdy1lfW90oz5Uiv9cGva4iGQMvQ4Ir5vOKXLVVRdf0PRwc7xcewTwB4ycZrJizHMUPBHeugXG3BrG1OLyrlZF6HrXl0nZnfTetidTxTg/YVBF8yg1MF9q6TWw7NFApcZoGJmk3AHmlx7Gmlc0ABIJpaQLS7fakAucVU1N9unXD/wB2Nv5VZNZ2tvs0e5P+zj9RU1HaLZdJXqRXmec3B2rtB781UzUszZao+1eCfYw2ADiilpKQxc0hoooAKKKKAENNPSnGmnpQSN7dKiepajcUAMpr80vNNOaoTG1k3rFbtmBwRgg1qVl6gMXj/Qfyr0MB/EfofP55/Bj6/oeoaXcefBBL2kRW/MV0GD5BPpXHeGZd+k2RJ6JtP4Eiu1gwYMe1XJWk0eTe8UzhPHE2NFVcn551H1wCa8+rtvHkhRLWDPWRn/ADH9a4mu/Dq1NHBWd5h14NIRSig4FbGQgpaQEUGgBj9RTSakcZxUbZpMBhPWojxUpqJutSMQ8qcelfVd2n9rfDOGQfM7WEU4PuFDf0NfKo619Y+DV+0/DrR0bkSadGp/FMVEwR55pb5x3rZlfEXNc/pJKzFD1HFb92mLTcO1cMkd6N7wLHmW+m9NqfzNdpXJ+BUxpdxJj702PyA/xrrK6aatFHHUd5MKKKKsgKKKKAErG8Vvs8KaoR3tnH5jH9a2axPFwLeFdRA7wn+Yqqfxx9RS2Z4TeYEhHpxVJh1JH4ird2czN9apsfevq0cI3k80c5FJkGgH8qoB55FMOM04HFIRQIb+FLSUooAKaRzTj9aQjIoGJxmvWfCmorqOg2zb90sK+VJnqCOn5jFeS12Xw9uSl7eW/Z41k/EHH9a83NKKqUHLrHU6MLPlqW7npK8iq95CJ4ip69qmQ0rLnmvlj1UZEOYzsfrVoEU2eMFjgc9qSNWYZxj8a6YT5kdEXzIk6jilFJsI6so/GnAL/z0T86sdmAFLgUbV7On50oGB1X86Lg0xpHpTccYp5UnuB+NJsOPvD86VwSYzAHpWL4om8rRmX/AJ6OF/r/AErdKn2/Oua8ZZGmw9OZD39qxxDtSkdOEjetG/c4BzljTeac3Wm5rxD6tbC0lL1ooGHNFIaKAFooFKaAGmmE080w/WgkTvTJO1PPemv90fWgCI8UwmpWFQtVITGHrWXqP/H/ACDPp/IVqHrWZqYIvW91U/pXoZe/3j9D5/PV+5i/P9DrfCFyH00xk8xSEfgeR/WvQbds231Ga8p8ISY1CWEtjzEGB64P/wBevWYVCWuBzxXRXjabPFpO9NHmfj9z/aFmh7RMfzb/AOtXIV2nxDiAvbKYfxIyn8CD/WuLzXXR+BHFV+NiA80ppMjNBNakC+tFJRnFACNwM01ulObkU3npQBGajIqUjk1EetQMReGFfWfw/IPw/wBCI6fYov5V8mL1ANfWHw7GPh5oXOf9ESpkB5yENprl3ARjZO6kfRjW9MR9kYetV/FFqLbxvMqj5Zgs34kYP6ip5EPkYPeuKa1O2DvFHZeDovL8OxH++7t+uP6VvVleGwF8P2YH9z+prVrojsjjluxaKKKoQUUUUAJXOeOJ/I8JXuDgyBYxx1yRn9M10QrnvHEsUHgnV5pUV/LtmZAwzh/4T+eKqnJRmpPoxSV00eF3JJfPBqq2T61lSeIZFfbPbq2DyyHH6GnDX7NhlhKp/wB2vooYyjL7RyOnJdDRApSPf9ayW16z7RzN+AH9aafEFr/DayH8RVvF0V9pC9nLsbIHHX9aDjPFYR8Qwj/lyc/8CFA8R2/8VnIPxFL65Q/mD2c+xuFfSgKfSsUeIbUnm2l/T/GpBr1oRnyZl/L/ABp/W6P8yD2cuxr9qYeay/7dtCT8kv4D/wCvSHXrIHlZh+H/ANen9ao/zIOSXY1Oh7103gVtuuyD1gb+YrhRrtie83/fNdH4J1u0bxPBCjShp0aMbl4zjP8ASufF16U6M4qSvY0oxkqibR7LEcrU+ciqsLgYBPUVJ5yrxXyh66RSv7hYJ4d3R3CfnWR4k12z8MQR3l7BNLFI2weUoODjPOT7VX8e3c1j4ffUIRk2ssczD1UMM/oaXWILXxf4PKKwKzxh43HOG6qfzqo6O5abXw7nNS/F7TF/1GjXD/77ov8AjVZ/jIB9zQAfrcD/AOJryp0eKRo24ZSVI9COtJuYV02RzPE1O56ovxnAxv8AD4/C4/8AsasxfGCxZcyaLcL/ALsqn+YFeQk5o8zCYosgWKqdz2A/GHTF/wCYPdH6SJR/wuHTj00O6/7+JXjgfFPEjHpxRZB9aqdz2Nfi7ph66JdD/tolMvvFcHieyV7azltkhcgiQg7iR2xXkQDnq1dBoWqCwtpIJgWiZ9wI6qcVjiYOVNqJ3Zfi+WvF1XZHREnNNFVP7a08nP2kD/gJ/wAKkXVtPI4vIx9TivHdKa+y/uPr44rDvaa+9FnFLhu1V21TT1GTexf991E2t6WP+XoH6Amkqc30ZTxNCO8196Lu046UYPoazjr+lL/y1c/RGpo8R6T3mcfVGqvY1P5WR9cw/wDOvvRpYPoaU9M1nrrulN927A+oIp51jT/+fyP86n2c+zK+tUHtNfei0c+lNPNVTrWmjrex/nSf21pn/P6n6/4Uezn2YvrND+dfei0fpTTnFQDWNOP/AC+J+tOGo2LDi7i/76o9nPsCr0XtNfehxqJgak+12xHy3EJ/4EKYzo/3ZEP0YUuVopTg9mQ9+tZ+pENPG2DyuOfY4rSbAGSRWdqUkcjReWwYqpyQa7cBf2p4udOLw+/VGl4Ot2ufEUSqpICMW9hXsflhYMVxvgDS1tNNW6ZP30/zMfbsK7WTmPiuytJSloeBSi4wszzT4ijBsDj+KQZ/KuFr07x7bCXQHl25aGVXBx0ycH+deXlj/dP5V00HeCOWsrTFxRtpuf8AZb8qXLf3WrYyFpPxoJb+6fxoy3p+tABSc96X5vT9aQ7vT9aBDH6ZqJqlJPoPzqJs+1SxjBw1fU3wruVufhxo5DAmONomx2KuR/LFfLSRvI4VFLMegUZNfSHwZ0/ULDwU320gRzXLyQRH7yLwDn0yQTj/ABqJDJvGNvt8WWcyry9sQx+jf/XqncArGPpWhq95FqmsNNDgx26mJX/vHOSfpn+VU7n7pHtXHUep2U1aKudb4UJPh+H2Z8fma3KwPCMyyaKIgMGGRlP48/1rfreOyOWfxMWiiiqJCiiigArmPiFEZfAGtKoyfszH8iD/AErp65zx2zL4F1sqOfsjg/Qjn9KAPlW8ALkj1qlirdw3zsPc1VqgG44pOlOOabzmgA3jHNISD3oNNK0AIeKkDfLUJ470m4gHnrQBL5pxhR+NIBnkmocmnLuPegCwCo9KsWUzRXkLwyFJFcFWU4IPrVMIPU1NbKBcR4P8QoA928K+IW1/SRISPtkB2ToOMn1H1/xrelaR7XzYGzInzAH+L1H414RouvzeG9eS+jDNEflmiU/fX/EdRXtVpqcF3bQXdtIGt7lQ6H6/5/OuWrGzudlKfMrFzUbeDWNIntpBuhuIip+hFeaeAfFUWjPP4X1iURNbytHFI/AOD0z2rvluxbTmAH5XO5Px6ivK/ib4d8i8j1qFAFuG2TgDo/Y/iBj8KmDTdmXNOC5kUPH2nWmneJnks50liuh5xVTnYxPI/HrXL7hTAOKXgCupaKxxSd3cQsDTGOKU4q2Io00O4naHfK86RQuSfkwCzfmNo/GhslFNWXualVhUaejLg+1SccYpgSAr61ajI8jI6FuKqZHtVyEA2jH0amBXbGeKYQaceTSGgBuaQ4p1NJpBcY2QeDTTnvTy3HNNLCkA0HaaJHyaQtk1EGBPJAoAkEgHanhnbpgU1So96lBFAAFc9WpwU+tKMetLx2NOwXAYoxzxRil6UWHdgMk4z+Feg+ENC0/UNGea7tlkfziqnJBxgcce+a8+HWvWPAtuw8No4P35XI/Qf0q6SXMRVlLlOk0QLFpsSAAYGDWpHKr5APTrWPYuIdPIGCcnH50aZJ5MxgmmzO3zFSRn8PauBp79D1ItPTqS6vZRXtpNbzJvjkXBXP41x7eFtLXGbYc+rGu6uuCPWsGa3dZWUO2AeprvwTTvFnn46LVpI52Xw1pyoWW3ztIJAY5x3qC38O2hnIa0BTcR8xOOvb8CK6By6I2HxjPSoIbxJ13BiSp259f84rtaSexwqTtuQxeGtLK820XPvVlPCulZGbeCrSNK4yIiw9u1TrM2eYGB+lFl2FdldfCukDk2dvmpR4a0ZeDZWx/4BVtJd38JBPtUu1j0bApNId2Uf+Ed0Nf+Yfbn0/dinf2JoqjKaXa8esQq8seDgsSPpScKpCrniodik2Z8dnBFIfIgiiX/AGFC/wAq7HTtQNh4Au5Ym+fzWijPuxA/rmuWkDE4PFbwhA+HjuFzsvQ59vmA/rWNf4DWhrNEVjGIYFQelTTruUmqMt4tpbebIQqjuauRyia3DeozXms9axt+DJgHvIO52uP5f4V19cF4al8nXwnQTIyf1/pXe10U/hOKqrSCiviD/hO/GH/Q165/4MZv/iqP+E78Yf8AQ165/wCDGb/4qrMz7for4g/4Tvxh/wBDXrn/AIMZv/iqP+E78X/9DXrn/gxm/wDiqAPt+sjxTB9p8J6vBjJezlAH/ADXxv8A8J34w/6GvXP/AAYzf/FU1/HHi2RGR/FGtsjDBU6hKQR6feoA0LjPmn061Aa543dyTk3Ep+rmk+03H/PeX/vs07gdBTTWD9pn/wCe0n/fZpPtE/8Az2k/76NFwN2kOaw/tE3/AD2k/wC+jR583/PWT/vo0XA2GBpjAkdMntWV58v/AD1f/vo0C4nVgyzSAg5BDHii4GsuRwQQR61ICfSsUzzEkmWQk9TuNHnzf89X/wC+jRcDdBx2NWbIhrqPA55I/KuZ+0Tf89pP++jSrdXCkFZ5QR3Dmi4HT3i5ar3h/wAUXnh+cIQ09ix+e3LY/FT2NcWbu5PW4lP1c1twjfbREkklAST9KTSe402ndHtela/p2s2h8mbep5B6PGe24diPXvU9/wCVqum3VheBQGjO7ccDHZh/P2rw2N5rSdbi1leKVejocGtafxZqt/pB027aKVScmYp+8xnOM+lYOjrodSxCtqjHZMEjIOOMjvRgDrTjyKTFdFjkGd8V6NbeFJNR+FayQx/6Us7XcYxy4HykfkOPpXAW8Lz3MccYJZ2CqB3J6V9CadavbaZZaWm3zAqQrt6Z6VnUlaxvRgpXufO8nDfhTSK7D4n6JFoPjy+tbddsLqkyADj5lGf/AB4NXIjBrQwEw1X7QH7JLk8FhVPGPertuf8AQ3GON3X8KYFdjg0wkU5uTTCMUABx60w49aUjNNKH1pAIcU0kU7Z60HAFICLBz0NTXWn3Gni2eZQUuYFuIx32MSB/6CaRQznaoyx4AHrXpHxe0T+xrjw4qx7FGkRwlfRozz/6FQB5sNuOBTgRTOpowaAJBt704baiANLjHWmBKKdxUQp9ACjrxXr/AILDp4HEncGYj8+K8hUZIr2HSb+30nwJpsUqSySy2xfZEBuAZic81cZKN2xOLk0ka0UBSziTnkD8ar2RMniWZIkJVIV3sTwDk4FZ8Outq4jVLeS3RRhg45P5Vr6XbPYy3E8jLtlwQO4xXHz+64np+zvNT7ItXsmHY9dvYetYkskpYkyLnPIq7cyCTkngnPBqlMYmH+sfk9q9HC0uWPM92eVjKvPPlWyKNz+8hdHk+VhtOOpzWZ4Yt5hJNFLJGwhOxVIwWGThq1JF8x0SIEljge9bfiTRV0bX449irHLaREFe7KNrfjkA/jXQ3aSRzJPlYyPKjGCCOtXYtxU7gH5rIid1J+Ynj1q9asd6/McGqZKNNIYyMEEVJ9mB43CkjUY696sKAegHSsmzRIrm3GeCtNeAAgFvyq0ygDOKjcjnI4qWxmbOgDEgVqm4W28BPC3JuL3Yo/EMf5VRlA9Ks31uTouiqBw808h/QVhXfuG+Hj+8VybQtKt9bnlgugxSOIMpU4w2eD+hqC3VoJrm2Yf6mVkBPUgHGfatPw9e2mj2N7qF3IEj3LGoHLNjk4H41kpdfaVudRZmJuZGlAb+FSeB+WK4WvdXc9KLbm+w+0aZ9WtxACZfMG3H1r0+uX8JaasVp9ukX97NkJn+Ff8A69dRW1NWRyVpKUtD4AoooqzIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArobf/AI9Yf9xf5Vz1XE1KaONUCR4UADIP+NAG1TCtZX9qz/3I/wAj/jR/as/9yP8AI/40wNQCjtWV/ac39yP8j/jQdTmP8Ef5H/GgD0P4a6HPrnjG2ihCHyAbhi/QBen6kV9G6T4YjsLwXc1w00yjCgrhVJ7/AFr5U8H/ABI1bwXdXNzp1pp8ss0YjY3MbthQc8bXFdd/w0b4v/6Buh/9+Jv/AI7UtJu5XO0rI2/j5ZFPE+m3YTCzWZTOOrI5/owryRRW/wCLvirrXjOzt7bUrDTI/s8m6OS3jkVhkYI5cjB47dhXGf2lNnOyP8j/AI1SJNYVbgH+hufVsfpXP/2nN/cj/I/41Kms3CRFRHFgnPIP+NAGmaTrWSdVnP8ABH+R/wAaT+1J/wC7H+R/xoA1qDgVlf2rP/cj/I/40n9pzf3I/wAj/jQBpkGk21m/2nN/cj/I/wCNB1OY/wAEf5H/ABpAd38O9GGteO9JtWTfEJxNIO2xPmP8gK9V+P8Ap3m+H9K1AAZguWib6Ouf5r+teIeEvH2p+DtUmv8AT7SxmnaIxZuY3YAFgTjaw54Fa/ir4w+IPF+j/wBlahZ6ZHB5qSboIpFbK5x1cjH4UAcsOKeB3FZf9oS5zsT9f8aBqMo/hT9f8aANUUYzWX/aU39yP9f8aP7Sm/uR/r/jTA1gKfisf+05v7kf5H/Gl/tSf+7H+R/xoA2UHNe5WmirPoenlZGjmWyjjGRlemf6187rq069Ej/I/wCNdtH8YvEEMaotlpe1VVRmKToBj+/VximmmJuUWmmesQaO1qnyiL1ySSafPCMfMxY/lXkj/GPxC2c2elj6RSf/ABdRN8XNffraad+Ecn/xdONKnHoOeIqyVmz1CcE5B7VQl2g9c15rJ8T9bk621gPpG/8A8XUX/CxNX/59rH/v2/8A8VXWpnI4M9f8K2n9oeK7OMj5Y28xx2wvzf0Fdn8SLQvp9neIBuilMZPsw/xA/Ovn3Rfi7r2g3kt1bWWlySMmz97FIQBkHjDitHU/jt4n1nTZbO50/R1jbDbo4ZQwIYYIJkNc8p/vEzWMfcsdqnpt54zV22wGFePr8S9ZXpa2H/fD/wDxdSL8UdbTpa6f/wB+3/8Ai66HMy5Ge6QkFSKnyAf0rwxPi9r6DAs9M/79Sf8AxdPHxj8Qg/8AHnpn/fqT/wCLrPmL5We4NnGfSomzzxXix+MfiE/8uel/9+pP/i6jPxh8Qlsmz0z/AL9Sf/F1LkPlPZJGz3rppLCK68CRo1xFazBGaG4l6RuSea+cj8XdfP8Ay56Z/wB+pP8A4unaj8XfEOq2trazW+nxw264RY45Ofc5c81hVleJtSj756a1jG0v2WG/+2KRmWYRFAT6DPJ+vFdDpGlyX8sNlDG32aMjzZOyqO2fWvC4PihrVugRLPTsD1ST/wCLreg/aD8U2cKwwaVoSRqMBRBN/wDHa5Ywu9TuqVeWOh9QoixxqiKFVRgAdhT6+X/+GjvF/wD0DdD/AO/E3/x2j/ho7xf/ANA3Q/8AvxN/8drc4j//2Q==", "path": "002486.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002487
Men Tshirts
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", "path": "002487.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002488
Men Tshirts
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", "path": "002488.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002489
Men Tshirts
{ "bytes": 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", "path": "002489.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002490
Men Tshirts
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", "path": "002490.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002491
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/nVJ42udRiskhZz1Ma9yB3Pp3qbXDu1mZ0BCtIZNx64bnH6U62sL9FfWQJEKjfIR/DGxwPwrPqbszNURvtLRSSK3lHHyj5QfQewpslmkNmUljJncjbjqBS3ahdaZfvQmbOc54I4rrbXTJf9CmMQbDfZ2B6hgQ2fp0otcRy114ce0jsWZjm4YFv9kZwP5Guj0y1aB5zKfMt1idPmHBGOea6nxbpQS0heLDJFGquQOeDkHH+9n/AL69qp2mmvqttGI4zFa53tjlm9foOwz1NNqzGtUbPwwQxosag7Sm4+xyAPzzXscQGwGuP0DQk0yzS4RR9pbDOo6beyj6Cusjcsg9KpKyMajTehNnbn6VFvyuaV2+Q/SoozmI+1NIgkX5hVeWLgmrMQ+QUrLkkUXAySGSQOhwynINbsUgliVx0YZrNlgO0nHJqXTplBe1JPmKN+D6GiXcDRoooqACiiigApCcDNLSEZGKAISMk0xx81TbCPemNVARAclD36UvLDB+8KcQGAoKkgEfeFAEDEjI/KgzBkGfXFSkBxz1qleBoY2lUA7eSD7UwLqnj1rm/H9jeah4E1aHTri4t7tYTLE0DlWYp823I5wQMV0EEpliR9pXcoYq3UZ7Vy3xN1TWNE8B32oaHIY7uAozSBAxSPOGIB44FJgfJmsa1qeuXEVxqd3LczRRLCryHJ2DoM9+tZdTzTPcTyTStukkYsxx1JOTUFSAV7x8ArD+0IJpxIFOm3pkZSM71mgZCPzVT+FeD19Afs1n/RfEo/27b+UtAHvaADAAwAOlONMXrTqbAQ1x/wATPEl74V8D3mraaE+1I0caM43BNzAZx3rsK8y+L2ponw01tbq3Ee6dLaBWcEudwO7A6cZIB5wM96APl/UtRudV1K4v7yQSXFw5kkYKFyx6nA4qjQetFIAr0H4Q+GW8SePLRpE3Wmn/AOlz56HaflX8Wx+tefV9N/s+6Mtl4KutVZf32oXRAb/pnH8oH/fRegD1jqf50yQZFOJ5NMJ4qwIlfY9RA7LtlzgNinSn9TUFw2JA3cUwNOAcVm3kqnUy7H5II8n61fEwjtjKTxt3VzdzKXDDPLHc5/kKEBHbq15qKZ6vICfzrt65bSoQl7bhvvOS34AV1NTIAoooqQK93zGFHc1WVDVuYBivtUYAGKtPQBqAgg1LmopZliUk04HIB9aQD8mlzTQaUUALS0VW1DULXSrCe9vZ0gtYULySucKooAs0jMqKWdgqjkknAFcTc/FTwlb+HDrg1RJIG3CKEcTSMP4Qh5/E8c188XnxL1m5uprp5mup5H3Kb3E0cIznEcZG1fTPXHpSuB9VS+INJigkmOoQGGIZkkRt6R/7zDIX8amOtaUpwdTswfQ3CZ/nXxnqXi7xBq8okvdXunIXaAsmwAdhgY4rKe+u5olikuZnjUYCNISAPpRcD7ZtdXsNTfbZ3sEyLnlHBDHOOPUA9xxniq/iOHzLeFZAz2octMqjOcD5c/7O7BNfEdW7fULy0P8Ao13PD/1zkZf5Gi47nqz6UmueML2GI5hkmckr/cHpXofhnSo9R8KxwOgMoXy3yOoxtI+nFfPWi+Lta0K8+1WV4wkPDeYA4YehzXpfhT42w2MTwappSxOwOLi1+6GPdkPb6GiNkaOdzM1Twje6YXna0ll08vJH5ka5ICsQG/DFV9O1q809lBdbmNRhAT6dD9eK+htAu9F13SLebSb2C9tYkEe9Dk5/2h1B+tMufAuhXMrSNYQqzdSqAZot2BVF1OS0XxNZ63JaIIsXE5IdNn3MDJPPb3q5o2gpHM01szR/vWLgHKlQfkGP1rdtPCmlaPctPYxATsu3YOc/Qdq09P05rK2WJuSWLvznk1W+4OSS0JrRHUYdR/wGrq4X6GhVAWkcDrQZDZmBQ1HH90j1GaZI+eKSNsKPbinYC3H92nqKZGMKM1IWVFLMwCgZJJ4FSAkm1ULMQqgZJJ4Ari7TX45PFgmRv9Gb9wD6jsfzqPxR4hN2jWdm2IDw7/8APT2+lctGShBz0rnnV1sjsp0Pdbl1PaBS1maLfjUdMhuM/ORtf/eHWtKtjkas7C0UUUCCiiigCvcSCC2llPRELfkK4XTbm6tfmguZFBOShO5ST7H+ldZr8vk6JdHOCy7PzOP61yFr90Vz1pNNWOvDwTi2zprXXI2wt1H5bf315X/EVrxukih42VlPdTmuNPTIqWCeS3+aJ2Q/7JohXf2gnh1vE61vWqty37oj14rJXXriNR5iJKP++T/h+lZWu+Ko49LuVW2lEzoUTDAgM3AOfxreNSL6mDpTXQ6LSbt7rT455E2sxbp0IBIB/EAH8aTUbyxLjS7o7pLu3lYRbCQ0ajDk9gPmA57kU/TJFfTbXC7SIlBHocVS1+31W4topdGaEzK5SaKc4WWFhhgGH3WHDA+owatmZ8XXSol1Kkf3Fdgv0zxVetnxHot74d1y80u/iaOeCQgg/wAQPIYHuCMGqd5Z3OnziC8gkglKK+2RcHawyDj3BBqQKVe+/s2PgeJE9fsx/wDRn+NeBV7P+ztqUdv4n1TT3YBrq1DoD3KNyPyYn8KEB9Ig808GoakU1QC1538Rvh1D4m0PVZrF5xqc3lzpEZCYpJI12j5TwGK/Ln6V34toftRuhGvnlPL8zvtznFSMMjHrSA+L5/Cd/Y6brNzqMLwNpk0dvJGqbz5r8gMQcKuAefUgDrXLV7zPJJfab8XxLGptROHVyed6scD/AMdFeDHrSAK+t/grPBN8K9JWFgTE0ySKD91vMY4P4EH8RXyRXqPwS8U3GieNYNKaQmx1M+U0ZPAlx8jD3zx9DQB9PMcMajZ+cU9z8xqBuasBsjgnBqpO24K3pSzMVkwTVWScDGemKoCfULwfZ4YEPJGSKqQRhvnkOEXk1VEjTS4XknqfSppGZ1EMf3B94+tAFrTLjztdic8A5Cj8K6yuG0+Qx6nA69A4H9K7moluAUUUVIEcgziq0r7AT1pNSuxY6dNclN/ljO3OM81jS63Z3EIZJ0XP8LnBFVFq9h8rauSTTGWTGeK04H3Iv0rAimWT50ZXHqDmtSwlypUnpVtaCNMUopqninVAEGoaha6Tp09/ezJBa26F5ZG6KBXy/wDFDxvo/iSOCDSLvUbo+e8s8t6SFx/AsadFUc9gTxnNeoftAaobLwFDZLLtkvrxFKZ5ZEBY/kwT86+XqTAKKKKQFq0tLi/u4rW1ieaeVgkcaDJYntXe+I/AMvhzwlbXhtDdSzoJZ78y7YYBnAjjGRuJz948HB2jvXp3wY+HEek6UviLWIA19ex4t4pB/qYT3x/eYfkPqa9ikhhnh8mWJJIz/Aygj8jQB8N22i6pdRPNbaddSxohkZ0hYqFAySTjGMVmYr70a3ia3aAxoYWUqY8DaQeCMelclrPwz8I6jYyoPDlkZQpK+QvksT6bh0oA+OKK9U8bfCWbSL8poDz3uUMjWUkbCZBjJ2HGJQP9nn2PWvPNO0q81PVINMtYc3c0nlJG5C5b056GgCbQ/EGqeG9QS/0m9ltZ16lDww9GHRh7GvpP4c/F2w8WiPTNTEdnrOMBQcR3B/2M9D/sn8M18sMrIxVgQwOCD2NSRyvDIsiMyupBVlOCCOhBoA+8doHQDNIRmvEPht8bIbmOHRvFc4huAAkOotwsnoJPQ/7XQ98d/b9wdQykFSMgg5BFMANV5XwKkdgBVGeX61SQEUkpAbHpRbyF5CG9jVaZWmR0BKhlIyDzmrdxa/2fZi5eRmCKPMOP14qm7AXmnjhgaWVwsajLMe1cXrOtz6kTHFujth0Xu3uf8KTUdZOouIkytsh4H98+pqsdpXOK4a1a75YnfQoW96W5mSKduT1qpJ8prTlXIIxVGROMVzpnVY6fwPqXl3MllI3yyjcn+8Ov6V3teM21y9hexTxnDRsGH4V69Z3Ud7ZxXMRykqhhXZSldWPPxMOWV+5aooorU5gooooA5zxfJs0dU5+eZQf1P9K5yAgKBXQeMc/YLbHTzxn/AL5Nc1Eelcdf4z0MMv3Zog5Apw6Z71FGcqKefu9azRbRBOQBxWPcW5vL20hH8VwufoMn+grVmbg0zSYvM8QWQxxmRvyUf41rSV5ImekGddsktrNmgi82RUyke7buOOBk9PrVuMkopZSrEAlc5wfSnFcNilArtPOPK/jhoFhN4TbXjax/brWe3U3GPmEW8jb9Mv8Ayryf4zaJHpvjt7u2Yta6nCt5GS2evBA9sjj61798U7T7Z8MPEEWM7bbzf++GDf0rxr4yR2I8P+CntGQf8S8BYw2SEKoR74yTSYHj1a/h3XLvw5r1nq9k2J7WQOAejDup9iMj8ayKKQH3D4b16z8T6BZ6xZE+Tcpu2k8ow4ZT7g5FaucV86fB34i6T4U0HVLDXL1oYRMs1sojZy24EMAB0+6D+NdpdftA+EYuILfUp/cQqn8zTuB6yppScYNeN2/7Q/ht5CsulanEgGQ3yNk+mM1WvP2jtJUMLPQryU9jLKqD9MmgDi/Et7qNrZ/ESwtIz5Da1D9scdVjLSY/Asqj8QO9eT128/xBmkufFcqadbhPEQAlR3LeTgk5X1OTnmuIpAFbPhO4Nr4v0adTgpewn/x8VjVreGITP4q0iJerXkI/8fFAH2tOcO/1NVhIN2M9asXZwzfU1lSS7GDdxzWiAS+l2zH2GKypplJIJ4HWm3t8izKjSL50pOxCwBP0p9rEHdS4XjnFMCa2jZl4G3P6VLcL5UW1RjtWhGmFGBwPSuc8Q63baXlGIkuDyIgefx9BSbSV2NJt2Rq6dbPPdxrEMbWDE+gFdjXK+Br99R0M3EoUSGd1bb04xj+ddT2qHK4NWdhaKKKQjC8UyeXoc3+2VX9a87kHmJtPNdz40l2aZEn9+X+Qrh1GVzXNWfvHdhl7hnrHNbTGS3leJv8AYbFb+j+Jbi3u4o71g8THa0hGGH+NZkyDBqiJHjuI3j++rAr9QeKmFSSejNJ04yWp7JDOkg+U1keLb4aX4ZuryRLowoUE32X/AFixlgGK/QH8s1oGaWO2if7NJI7MqukIB2k9TyRwKvgV3M80+QPid4qk8UeLLgrIf7Psybezj5wEH8XPdiMn8PSuFr27xL8NLOT4tSWUdw0lvcW82qzwL8mxATiPdz95uM9ga8buHSSaR4ohFGzFljBJCAngZPXHSoAq16B8J/Bw8YeM4YriPdp9mPtFznowB+VPxOPwzXn9fSn7OdpAnhHVrxcG4lvvKf1Cqilf1dqAPZggACqAAOwpMU4GjrTAaM0uaXFGKAGIXIO5QvPGGzketcx4j8GaXrun3wS0t4NRnUNFfJGFlSVeY33DnIbH1FdTSgd6APl7x1pX/CSeA7PxwbSG11WK4az1aOAYDOrbQ5Xs2cZ/3hXkte0eN01bTNV8f6DYRl7G5MOpPGBkqpYF2A+p5+leL0gCvon4B+MJ762ufDF5IZGtY/OtCxyRHnDJ9ASCPrXztXX/AA21ptB8f6PdhiI2nEEnPBR/lOfpkH8KEB9fzSuo+7VCWZmPSp1S5eWYTNEIg37soTkrj+LPfPpUM8iIPLj/ABatUBHCpkuY19WAroGUMpVgCCMEHvWRpce+6Lnoi/qa2qiW4Hm/iHSDpN8JIQfs0pyn+ye4qpC29a9D1TT49SsJbZ8ZYZU/3W7GvNlV7W4kglXa8bFWBrirQs7o9DD1eZWe5NIMe9VHUYJ71bdgwqrKSrGuc60Z1wvHHWu68Ban59nLYSN88R3p/unr+v8AOuHnY9hVjQdROmaxb3GcIG2uP9k8GtqMrSMMRDmgeyUU1SGUEHIPINOrtPLCiiigDmvGf/IMt/8AruP/AEFq5aFs811HjT/kEwf9dx/6C1ctbDKgVx1/jPQwvwGjFytSN0psQ+WnuODWaNJFKUfLmrnh6PdrkLY+5FIfzwKqS+laXhhc6rO39y3UfiWNbUV7xlWfuM6lvviih+MGlrsOAyfFNt9t8I6za4z51jMmPqhr5N8WXup/2f4ftLu58y3GlRPBHgYRSzfrx1r7EuEElrMhGQ0bD8wa+UPiDpbQeFPBWo+XgSaabZ29Wjc/0NJgeeUUUUgCiuj8J+H08Say1jJNdw4iaQNaWTXTkjHGxSCBz17V3uk/ByWSDOoabr1xIScCBYLVAO2Wmbd/47QB4/Rivouz+ClqyDPh22Qet7rMrt/3zFGB/wCPVq2nwVtoZRIr6XZsOn2a0lkYf8CllYfpTsB82W+n3ly7pBazyMkZlYJGSVQdWPoB61Sr6B8RfD+y0vxxotlLqeo3MWtWl3byPJKIxvSPcigRhflyV+XkGvAGBViCCCOCDSAbW34QmW38ZaLK/wB1b2In/voViV1Xw5tYL34iaBb3KhoXvE3A98HIH5gUAfYF+Op9zXNalepbW0075KxqXIHcAZrotUJ+xuwPOM1w+qn7VZ3UY6eUwHucGrWw0rnnFxqNxqt0by4P7xjwB0QdgK6LSdV1KMALeS47ZO7+dctar++2e9dRYRYUVxyk09Gd8YpqzNifVdRkhIa8m6fwtt/lXKXH+sJPJPUnvXRyriM89q565XBzWfM29TRxS2R6j8MSf+Edn5/5eW/kK7auL+G8W3wwWIwXuHOfUYArtK647I86p8TCiiiqIOR8dHFpaf8AXQ/yrjYzxiup8fykCyiH+038hXIxuNvNclb4j0MP/DG3DYHWs4MfOBHUHNXLlvlNU7dTJcqg5JOBUx3NZbHs9lJ51rFIcfOgbj3FWxVGzgNnBFbMcmNFXPrxV1TXoM8o8W169aw+KfjPW5bjZDpmgLGE/vtIq7V9vmP54r5wNe5fFazvH8U+LIrZSRNpNpdyqOrRxyKrH8Dg/hXhtQAV6n8DvE1zo/jeHS9xNnqf7qRPRwCUYe/UfQ15ZXW/DKUQ/Ezw85OB9tRfz4/rQB9m0UDoKKYC0tJmkz70WAXpRmkzSZosB5/qVgq/GuxlkVWg1PRZoJEYcNsYZB/B6+UtRVIdSuoov9Wkzqv0DHFfWfiG6W2+JukXJPFlo19cP7DKf4V8izP5s0kn95i35mkBFV3TQ7arZrH98zoF+u4YqlXV/DfTl1P4iaHbP9wXIlI9QgL/APstAH13LIQpA6nvVFuuKsOdxLGqxrUDV0lMRSP6nH+fzrTqpp6bLOP1PzH8at1m9wEri/GWmbHTU4V64SXH6H+n5V2lVru2jvLSW3lGUkUqaiUeZWLpzcJJnl8b7lqObnpS3MEljfS2kv3o2K/X3ppO6uCSs7M9eLurooTE5zVQnBNXblfSs8/eNKLKktD1rwjqf9paFFubMsH7p/w6H8q6GvLfAupmy1v7M5xFdDZ9GH3f6j8a9Srvpy5o3PIrQ5JtC0UUVZkcx42ONKh/67j/ANBauZsgSBXSeNmzp9snrNn8lP8AjWFYx4jFclf4j0MN/DLQ+UYNDvkdaWQYWqckuDyayRq1cc/vW54YtzGbiY5zKEIz/dwcVz1vG+oXkVpCfmkOCR2Hc/lXcWkC291OiDCKERR7Ba6qC6nLiJWXKWZB8tC9BQ/IpqHiug5BwwSAe/FfOnxOjC/CHwwD96K/uY/ph5B/SvoxfvD6ivnL4pSD/hW+mw/88tcvU/8AH3P9aTA8VooopAev/s7RbvHeoS9k01x+ckf+FfSh6180/s8TOnjy9iB+V9Ocke4kjx/M19Ld6aAkWnU0U6mB5n8ZRJY6ZoPiKEHfpGqxSsf9huD+oUfjXzX4otks/FOqwR/6pbqTy/dCxKn8iK+uviBpH9u+ANb09U3yPas8a+rp8y/qor5fubSLW/Duta4p3zWyWO84+6SGRh/46tJgcZWr4f1FtH8RadqIO021zHLn2DAn9KyqB1pAfc17IlxYGSM5jkTcp9QRkfpXE7cqy+oIqx8Oda/t74a6XcO+6aGI20uTzuT5cn6jFN24mdfQmrQ0eXxJt1J19DXWWA+UGuanHl63cD0kI/WuksThBXFNanoQLkw+Q1zt6uK6STlMVgX6Z6elZrc0buj1rwNEIvCFhxgsGY++WNdJ3rnvBTBvCGnEHP7sj/x410Peu1bHmS+Ji0UUUyTzbx1MW1pY8nEcK/mSTXNhjt4rZ8VlpvEN2MHhlUfQKKxngkQE8j8K4ar949WgrQRWuH4qz4ai+1eILOLqDKufoDk/yrOuXYKSwrc+HpSTxPEX6hWK/XH/AOuqpasmtpFnq90u0rIPoaEbNTyoHiZT3FUYHOwbuo4ruWqPMOB8UwRwfGDw29wqm11fTrrTJQ3RsAuAfqWAr5c1K0Njql3aHOYJni5/2WI/pX1X8W4JU8M2Ov2iZudCv4b4Y6lAcMPpyCfpXzx8S7KO08e6k9uB9lvGW8gYfxRyqHB/U0mBx9aOh3h0/X9PvA23yLmOTP0YGs6gdaQH3ukgkUOpyrDcD7HkUua5f4c64niDwJpN8pzIsIhmHpIg2n+VdVgVQDaKdiigBtITTjUcskcMTyysEjRSzMTgADkmgDxv4l60LC98WXyuQ0Wl2+kw/wDXWZmd8fRAM/Wvm6vUPGGswa/ompaxMGa3uL5/sq5x5k7Yy3uI4VjX/ec15fUgFeq/A3Q5dQ8ZvqgYLDp0RZuOWZwVA/ma8qr6l+C3hw6N4DiuphsuNSf7Qc9QnRB+WT+NOO4HeSDEdVjyauXO0EDdmqqDMoH+0K0A6GIbYUHooqSkHAxS1kAUUUUAcH47sPLmg1FBw37uQ+/Y/ln8q5eJ89DXpniSCO48PXqyYwsRcE9iORXlNsWLjriuPERs7npYSd427E9xyCKzXX5jxWxJFlCfQZ6VmyKN9c6Z19BkEr280c6HDRuGBHqDmvb4JRLBHKOjqGH4jNeHuPlPFe1aaCNMtQeoiQH/AL5FdmHejPPxi2ZdoooroOI5fxlGWtrV+wmx+Y/+tWVaKAorb8Xsq6ZCT189cfkaxbVgUFclb4zuoP8Adkk/3DWJeZxgdSa2ZuQfSse8G1sj1rOxsmXvCOY/EIVud0D4/MV3RUC4cjuAa4bRGCeIbN+gbch/FTXdk/6QR/siuuj8JxYj4wbpUSnBqbtUJHNbGA8H5h9RXzJ8UZyfC8MHp4i1H9Cv/wAVX00vUfWvnPxNp9rqtn4k+17iumSajeRKrY/ePPGik/keKTA8XooopAe9/s6aUoXXNXZQW/d2sben8Tf+y/lXvK8kV4/+zxz4K1MDr/aP/tJK9hTrVdAHilo70HpzQA04IIYZB4I9a+dh4Um0mP4meGxEQhtEv7QgfejVy4x+Ax+Br6JqKWGKVXWSNWDrsbI6qe30oA+DaK9k034cQ/avHHhm5tQ13ZQi70+4K/PtBJXB7hhgEev0rxwjBweDUge6/s/6szafrmkOflRkuYx9QVb+S16HIMXb+/NeP/COYeHvGMMN46iPWdPzbSA8FtwIXPrlWX617JOP34PtVrYaPNdVUJrtwQOsh/nWzYyDYPp3rH1zK+IrxB08zP5gGrVpNsQZrjnud8NkbhkwtZtzGWzgVZti1wTgcVcls1WLpzWTNUdr8PLjzvCsMfeCR4z+ef611tedfDm7EN7qGnN/EBMn8j/SvRa64O8UedVVpsKKKKszPMfESk+Krv8A3l/9BFAhVosEA1N4lQx+KJj/AHgrfpj+lLDgpXm1vjZ69H+GjIu7CIofkAqhpDf2VrttcqcKkgLfTv8ApXQ3CAqcVhzxfOSKdJ2Y6iUlY9mJ+QkelZwBJIxj1pmi3RutCtZs/MYgCfccf0q5tDruFenFnkNWdinfafFf6fc2NygktrmJopFPdWGDXyz460q4ttMgtrvJv9BlbTZ2I5kgJLwSfQjcv4CvrJDxg15l8WfBv9o2Emt2UJeWOAwX0SLlpbfOQ4Hdo2AYDuARQxHyvRW9f6JJDpMOqQAPas5t5dpyIpgM4z6MMMp78jtWDUgfTvwB12yu/B8ujIqJeWU7SSDvIjnIf3wfl/AV69xXw94b8R6h4W1qDVdOk2zxHlT92RT1Vh3Br678FeM9N8a6Gmo2BKupCXEDH5oXxnB9R6HvTA6WiikxTAWvNfirrF5NZ23gzRAZNY1s+UQD/qoP42b0B5H03V6T2ryr4haqq6jc6L4Ys4G8T6hAEvb4YH2O2A5aST+Dj8hz1xSA8I8dX9mdTt9E0yTzNL0eL7LDIOk0mcyy/wDAnz+AFclVmeMQ3EkQdJAjFQ6HKtg4yPY02KGSeVIokZ5HYKqqMliegA9aQHQeBfDM3i7xbZ6VGG8knzLlwPuRLyx/oPcivsBIo7eBIYUEccahEUdFUDAH5VxPwr8CDwX4fMl2gOq3oD3B6+WO0Y+nf3+ld2zL3FXECjLy9Fsu66iH+0KWQjccdafYDN7H+JqnsBu0UUVkAlFFZetaqmkae87YMh+WNf7zUN2Gk27IwPGGqj/kGQNlmwZiOw7L/WudtbUADioYjJc3DTSsWdzuJPc1rRqAtefWnzM9ahT9nGxXuEBiINYdyoXpW7dNgHNc9clppxGgLMxwAO9ZRV2bSdlctaFpcmsavDBg+Up3yN6KOv8AhXsIAVQB0FYXhjQxo+ngOB9olw0p9PRfwre7V6NOHKjyK9Tnl5DqKKK0MTlfG+Rp1sQeBcDI/wCAmsawkzGOa3/GkXmaEXx/q5Vb+n9a5XTJflA71y1viO7D6wsacp4rNu13A1oSNlapTDg1j1N0tBNJkzqunjv5wBrv5Di7x6rXnml4XW7PPQTr/Ou/lf8A00flXZQ2OLEfEWaiYc1IDmkYE1sc4xeo+tfOF27yR/FYMcrCFVOOm643H9a+kMY59K8N1DQpbXSvixM6MA8qhGI+8BiTj86TA+faKKKQH0V+znMW8P61Dn7t0j/mmP6V7Yo5rw39m8f8SzXz282L+TV7gDgnmqAlFHamg8UtACd6a1OPWmmgCi2nWraqmpeUFvEiMPmjgtGTnafUZ5Hoa+Y/jF4PXwz4wa5tYfL03UQZoQowqP8Axp+fP0b2r6mNZPiHw7pfiTTDYatarcQbt654KN/eB7HmiwHzNYaJqOp+A7LVtOkM76Ndb/kHzRIzAkf8BYb/AKSZ7Gve5zukBOM+3SrGg+FdO8I6M+n6aG8tzukZ/wCNsYyR24AqB1HmAAAAcADtTSA851zB8U3f+8P/AEEVbt0Rk5H51R1jnxBeODyJSPywKt27b1wOtck92ehDRI2NO24bA+lacoBjxjtWbpybFA6561pvxEazZau2VvDM32TxpantNuiP4jj+VeuV4rBMbbxHp0wP3blOnucf1r2ntW9F3icmJVpC0UUVqc5wvjOHytVtLkDiSMofqD/9eqMB+QV0fjO1M2ieeo+a3cP+HQ/zrl7KTKDmuGvG07np4aV6duxNMvFZk8XJrWf5gcVRnX5TWcdzWWx03hC63aM9vn5opSPwPI/rXQwnGV/Gud8JwAaTK6j52mOfwArc/eIQ3avTh8KPKqfGy2VBNAFIrZAIp1Mg8n8TeBYdBm1K/sNON54f1Nf+JtpUQ+ePHIngH95eTt+uK8M8VeC7nQlW+sZ49U0Kf/j21G3+ZD/svj7rjoQf/wBX2XWZNommz2Elk+n232WXcXiWIKpLdTxjk9zSsB8R/YroWYvDbTfZSxQTbDsLem7pmtnwt4y1nwfqBu9KuvLLjEsTjdHIPRl/r1r6On+FOm6Ubm48OahqGk+eCJoIwLiBx6NE4OR+Z9K8m8Q/CO6S4ea31vRVLMSUuZTaMT7K4AH4cUgO20z48pJbqL6w05pcfM0F60Yz/uyJ/U10Vr8VYLm1M13LoOmxt0NxqvmSfXyljBI/GvA7r4Ya/aJvkk01k7NHfRvn8jWRP4W1C25kksAAef8ATogR+BbP6UAe9eJ/jPYRxmy0i+iyBtmv4xwvr5YOcn0OG9wOteT+J/H326ym0bw/ayWOlTPvuXkk33N8/wDemfqc/wB3NZek+EW1CUCOS4vun7vS7V5yfUFiAq/XkV6X4f8AhFrVwV22MGhW54a5umFzeMP9kD5UyPTketAHikFjdXV5HaQW0stzKQqRIhLMT0wOtfRvwt+EyeHPL1nXUSTVyMww8Mtrnvnu/wDLt612nhbwBofhCJnsLfzL1x+9vbg75nJ689gfQfrXSg5FUkAxj7VEz4GCKslgBVeRge1UgKkxGeBiptNGbzj+6aZImI2c8elTaWp8927BcUPYDWooorMCJ2VELsQFUZJPYV5lruqPrWqlkJ+zx/LEPb1/Gt/xlrflR/2bbt+8cZlIPQdh+NcrZQ8g1z15291HbhaX22XrSHavSrbnC8elNT5U9Khnl2qc1xM70UdQn2xnJ/WtbwPo/wBouG1S4XKRnbCD3bufwrBtbSbWtYjs4c4Zss3ZV7mvWbO0isbSK2hXbHGoUCurD0/tM48XVsuRFmiiius88KKKKAMvXbf7Vot5EBk+WWH1HI/lXndi+Oe1eqSLvjZfUEV5VbJskeI8FGI/I4rnrrZnZhXujXByvWoJe9Pj4TFMk6GuY60UfNa3mWZB80Z3D6jmu1066N5YW12esiCQ/jya4mZevuCK6fwnKJdAsxnO1Nn5V14d7nJiVszqEOVBpScGooD8mPSpSMiug4wxWJ4vs/t3gzXLUDLS2E6qPfYcfritlT2pzIsiMjgFWBBB7g0AfIPiDw7Y6b8O/CmsQwsl7qHn/aG3EhwHIXjscDtXDV7N8VNIk0b4ZeErKQENaT3EBz7M2P5Vxnw00i11rxNPa3cayKNPuXRWH8YjO0/gefwqQPWf2dISvhjWZ8fevFT8kB/rXsu75q8v+Atm1t8OWnIx9qvZJB/wEBP/AGWvS8ncapAWQc07NRKeKkBoAU000tITQBGaYxwKeajPJpoChfHZbOe9YQG6Qe3NbOondEVHqKysCNZGJ+6tAHlOoSF9XuXz1mY/qau2hyQM4qjqMZhv5VPUMc1bsTllFcUtz0Y7HTWI+QVdk+5VWxACirMxwprNmiOe1B/LuY5OfkkVuPYg17ijbo1b1ANeEaoS8qoOrNgD617tEMQoD2Ufyrehszlxe6JaKKK3OQrXVulzaywSD5JFKn8a80t43tbiW2l4eJyh/A16n2rg/Fdp9j1aO9UYjuVw3s4/+t/I1hXjeN+x1YSdpcvciXBWqdyuAatQHegNRyQvK4RRlmOAPU1yo7Wb/hDd/Z0oYEKZSVPrxzXQY5IqpZWy6fZwW45CLhj6nv8ArV7AIr0oq0Ujypy5pNoiT5X29j0qUimMpx7jpUiHctMkQUtIeKKADNI8aSAh0Vgeu5QaWjNAGZN4a0G4YtNomnSMe72qE/ypYfDui2zBoNG0+Jh0KWqA/oK0gaWgBg+QYUAD0AxRvpxpDzQA0kEUmAOKUrmk2kUAISoHIqNpEUZwKWZTszVRlZ++BVJARXExlOOwq3pI+ab8KpumGxV3Sz/rh6EUS2A0qy9a1WLSNNkuXwW6Rr/ebtV+SRIo2kkYKijLMegFeUeI9cfXNUxGSLWI7Y19ff8AGsZy5Vc0pU+eViskkt9dSXEzF3dizE+tbMMSog96p2NuFUEirzNjn0rgk7s9WKtoLJJtGKyb24LYjTJYnAA7mn3t0FBAPNdH4U8OspTU75P3h5hjYfdH94+/pRTpubFVqqnG5qeFdC/smy82Zf8AS5gDJ/sjstdJRS16CSSsjyJScndhRRRTEFFFFACdq8w1GM23iC8j7CUkfjz/AFr0+vP/ABdbmDX47gD5ZowfxHFY1leJ0YZ2nYij5+lNkGDiltzujHsKWRciuQ71uUZh0rS+H8/m6OVz9yeRf/HjWdccBeO9TfDZs2t8n9y7kH611YbdnNifhO/j4Y+9TVCPWpAa6WcIjDByKcDkUHmmD5TjtQB5T+0HZfaPAdtdL/y63qk/RlK1598H/Dc7pfeKDHKsVmk0YYjCuht5d2PUhtnT1r6J1vRLDxFpE2malEZbWbG5QcHIIIIPbkVV0HRI9K0i503yY47Z7q4eOKP7ojeRmAx24PSlYCj8P9K/sXwBoliy7ZFtVkkH+2/zH+db5+9Uu0IgVQAoGAB2FQn71UgJl6U8Go06VJSAWkPSlpDQBG1Rt0JqRqjPemBk3DE5+tUb2PyrE5+85xWr5Q8wliOtZWsyZlSMHgDNUB5l4ihMV+W7OAR+HFR6efmWtbxTBiKKTuGI/A1iWDYkFcdVWZ30ndI7Cz5QetS3BxGaisyTGDTb1yIz9KwZujBk/fazax5HzToPzYV72BgV4Lp6mfxDp47tcx/+hCve+1dFHY48V8SFooorY5RKx9f07+0tJmjUfvVG+M/7Q/zitiik1dWY4tp3R5tpr74ucg1uaRZma+ExX5Y+c+9VIdNaPxDeWicJv3j2U8/1rrLWJIYwqABR0rClSd7vodlWsrWXUU4IINPVscGkZBmjGOldZxEuM1GcxtnsetKrdjT8ZFIBQQRRiohlDx0qUHPNKwCUUvFITQAUZpvNJtPrTAfkUnFMwfWl25oAfxSEgUYxUEj84BoASdyw2r1NVnUqpGanxjmo2UlSxGAKpAVlXJzVzS/uzH/aqsgxAx7+tYWu67JoujusAInuG2q/90Y5P1pSeg4pt2Rn+OfEu5m0mzf5Qf37A9T/AHf8a5fToS7BjWXGWnnJYkknJrprCIIgJrhqSuelSgoqxfjGxAKq3l0I161JczCKMHPWr/hvw6dWlF/fqfsqn93Gf+Wh9T7fzrKMHJ2RpOaguZi+GPDbX8i6jfp+5BzFGw++fU+3869D6CmgBQABgDgAU413QgoqyPMqVHUldi0UUVRmFFFFABRRRQAVyvjW0Mumw3SjmCTk/wCyeP54rqapalai9024tj/y0jKj69v1qZK6aKhLlkmcBZP8g54q244rLsXK5VwQVOCPQ1qZBUVwnqXM+6BHapPh4vl3Osxf3bwn8wDTrtcxj2qDwbL5Hi7U7Y8CeKOdffHyn+lb4d+9YxxK9y56LnilzxS4BFNxXYeeODjvSnnmmbM0AkcGgB2RSfjRRSARjUYAzTzTOM+9MB4p/emr1p1JgLSGlFIR70AMaq7Zyanb61C2aoCHy+cnoK5++O+7kbsDgVs3lwY02g8msaX52YnvTBHNeJoN+msQOVOa4+0bEi16rFp0eozG0lUESwyAA+uOD+deUxKY7ho24ZWIP4VzVlqddB9Dr7Fz5Qov2zER3qCwYmMDHtVm4iypJrkZ2JGZ4djEni3So26faAT+p/pXunavEPCeJPHGn55xIT/46a9v7V1UfhODE/GFFFFanOFFFFAGe1qE1OS54zJEqfkT/iKlj4OKWRszcdBxSjrmqWiC9xzUnFO601hjpQAjDHNKH9aUHIpdooAMg0DFJ5YPTijaR3oAdmjGaQGloANtBFLmikAmPal6UEgc1G0go3ASV+oHWo1jA5NJuJPyjrTwhP3jxVAJ14HQVBO5PyKKmdsDatNiiH3zTQFedfKtQvc1xvjWHfpMLgcrKB+YNdfevucKOgrA8Txb9BkP91lb9amfwMun8aOCsrbDA81to/loOeKz7U7frWvp2mTa1dCCL5Il5lkx90f4159m3ZHqXUVdlrRtFbXrxZJAy2UR+dv75/uj+teiRxpFGscahUUYCgYAFQ2dnDYWsdvAm2OMYA/qferQ5rrhBRVjzatR1HfoOoooqzIKKKKACiiigAooooAKKKKAPN9Yt/sev3UeMLI3mr9G5/nmnxt8o961fGlvh7S8A5BMbfzH9axYSWTrXFUVps9KjLmgh06gxN64rIspfsfjPSp+izB7dj9fmH65rYcgriuf1ndDHFdLw1tMk4/4Cef0Jp0naaHUV4NHranilqtDOsltHKDw6hh+IqQTDoeK77HmEtNbFN3g00j3osA/OaB9KaKUcGgAOKj4z1p5BNN2mmA5akqNcinZpAOzTSwoJ4xSYoAbnOeKhncRoWNTsQBWVqU3ybc9aaAz55TK5P5U2OIucmnwwl+TVh8Qwk0wG6T/AMjBGM8LGwH5V5p4lsv7P8ZX8O3arTF1Hs3I/nXoFlN5WqQzdhKoJ+vH9a5/4nWXk6/Y3yjAmi2MfdT/AIEflWNZaG1F2kZ+nj5cVoXC/uT9KoaaNy1fuT+6PHauFnpFDwGhfxxb5GdqSN9OK9nryH4cR7/GM7nP7uBsfiRXr1ddP4TzcR8YtFFFaGIUhOAT6UtQ3DYiI9aEBXT5mLHqalxxUMZqcdKtghVNKRkU0jmlBpANII6UoY96fSFc0AGTRk0gOOtOoATmjtS0UAJzRupabgUAB5703ap7UHjpSYJoAcABQTgUdBUZG489KAEGCfWnyEJETTlUKKq3L7vlFPcCk+Xck1Q1yPdotyCM/uzWntCmqOsqz6ZOqgljGQB6mnLZlR+JHB6bYXGo3qWtumZGPJ7KPU+1ep6TpcOl2K20XOOWc9Wb1qp4d0SPRrIBlBupADK/v6D2Fbgrnpw5dXua163O7LYWiiitDAKKKKACiiigAooooAKKKKACiiigDG8RWv2rQ7lQMsg8xfqOf8a4m2b5Rz2r0p0V0ZGGVIwR7V5w0Jt5WjPLRuUP4GueutmdmFlo0TOMDNZ+oWyzQPG33XUqfoa0c7l96rzAeWc1h5nWkdF4SvlvdCgikx58C+U4914zW4Yga4vwysa6jLEXKvJ8wweuK7RQy8Mdw9a9GEuaKZ5dSPLJoYYcUBD61MD60hXPSquZjAMCjmggik3EdRQFxd3FKGFM304MtAXHZ5pe1NDLSbxQO4/NIWwKYXFRvMqjrRYVxJZABWVdDzJ0GKsySZ+Y9O1U5JucjrTAmyEUAYFVbgGTAzxSbncnrThA7YzxTAz7wiGEbeocNx7c1P8AEq2+0+Hba7UZMEytn2YY/nio9RQB0TqTWvrdqdR8BzR43P8AZQ4+qgH+lZ1NTSDs0zz/AEo/IMVfuyBESelZ+kkMiHsVFXr4/uTmvPZ6qLHwwizreqTf3Ywn/j3/ANavUq86+Fi5XV5PWZB+hr0WuyHwo8ys7zYUUUVRkFVpfmVifSrNVZWCny8jcRkDPJFNARxDipaSMAKKftzVMAptOCmgg+lIAoDUgoIoAdkGjFMxRk96AH4pMGgGjNABg0vFJkUUALxSGk/Gg9KADGaMAUmTTTnvQASPgcVXYfKTUpGTTXxiqQFYjLYFRXAXeoYZGRkfjVlRmTNVbk5kbFUBv0VFA4kgjcHIZQalrEAooooAKKKKACiiigAooooAKKKKACiiigBoHArhdYiFrrk6kYSUCVfx6/qDXd1zHi20D20N2B80bbGx6H/6/wDOs6ivE2oStP1MAsNuB0qCZgUz+lShcR9enWmNDuGa42enGxj3zSQhZkZ0eNwwZGwQR716BpOqSXEMQnU5dQVc9/r71x88aSIVkUlehq5FqF/baX9ltkt5gB+7aYNkfXBGa6KFVRVpHNiKLnZxO6OcZwaUGsrw/qct9ZKtyqpdIPnVTkfUe1bOB6V1JpnBKLi7MZwaYRipdopNgNO4iBsdxTcBjgGrBi9zTfKI6Yp3EReWR3zRt2jJNSEMo+6TVaXzXO0KwFAiN5CSQMVCzH1qT7PJjAQ0fY3PHA4pgUJWaRtq81JHZHALVfisxGOxPXNPK4/CncZV8pIkJxzUe4BC2Ke6vI20YAzjrVe+3LGEDgA9aQGVM/n3TOeign8hXXWcIl0OCFhgPbhSPqtcukCpBO+M4TGT7mur0vzP7Mt/M+9sH5dv0qZFdDyjTIjFI0X/ADzJX8jiptXbZbMxPbFT2zIdSvyAFAnf8OTWfrLho254FcEtz1oaq50XwofdaaoO/moc/ga9GrzL4VK/maoQf3Y2A/Xn+lem11R+FHmVfjYUUUVRmFed+L7q6fxBF5e9LeCPCzRtgh88j27V37khGIIBwcE15nfSTSXLSRzOWLHdjDfgyn7w9xzW+HXvXMqu1i3beI9Xt1yJ4LlAeFmHOP8AeHP55rRi8f2cRA1KzntfV0/eJ+nP6Vy80tug+aK1D4ySS0Z6+lUjJaSyFHhXbz8wua6XTpy6GSlOJ6hp3iPRdVUtZalbSkdV3gMPqDyK1uGGRyPUV4pci2aAWsCRRosm/C4bJ7kk9T/Krtq9xDFss7y6tsLhdkx49ODxWX1a+qZft0tz14YowPSvJIvEHiW3AC6uzkcHzo1bNSx+PvEluQHisbkc9UKZ/I1LwtToNV4HqxUelN2ivNo/ildwqxu9DUle8VxjP03Cr9j8VNHuoWlksr+JUIDsIw4X64Of0qHRqLdFqpF9TudtG2ubh+IHheaJZP7VjjVjtHmo6c+nIrVg1/SLn/U6pZv7Cdc/zqOWS6FXRe2Gk2t70JNFJ/q5Eb6MDUo596QyHaad2qTFJRcCOmM3oKnxUZ60ARgMexprKT0FTUhx16fWncCHyyOSapyIAx+tOvNWsLNSZ7uJQBkgNk/kOa5u48ZWMhkWzjkmK/xONq/41WqV2C1fKtzrdJZm02LeMEFh+RNaFZuh3LXmi2dw4AaSIMQo45rSNZA9xaKKKACiiigAooooAKKKKACs+71nS9OnhhvtStLWac4ijnnVGkP+yCefwr5Q/wCF2/EP/oYf/JK3/wDjdUl+LHjZdQuL8a0PtVxEsMkptICSiliFHycDLt09aAPsDUb630rTbrULl9lvbRNNK3oqjJ/QVkx67eWmkXep65pq6fbW9u1xtSfznCAZIcbQA3sC31r5Yvvi5451KwmsbvW/Mtpk2SJ9kgXcvpkIDVST4keKpIb6I6hCq3+ftRjsYEMxJySxVASff8KAPq9PEM9npl3fa7ZRaeLe1a8MUdz5ziJRk7htUbh0wpYZ78jNHVdbmHhvUJ9csY7AxWpuVhiuPPk2jsRtUbs4GAWHPXkZ+Y7/AOKPjLVGY3mseaWge3b/AEWEAxuVLKQE7lF/L3NN1D4oeMtVZmvNZaQtBJbEi3iXMblSy8KOpReeowcdTkauNOzue9/abqxs7i41iK1tWt7drmSGK582REXG7cNoGQWAO0sMnrUv2i8stIvNS1WyjtY7aA3DxRz+bKigZIcbQA3sC31r5zl8deJZ5bqWbVGlkuoPs8zSRIxaPIO0ErwCQCcYzjnNTn4i+J99y4vbYNdMzXDLp9uDMW67yI/m6nr61i6RusQ0fQqJfLFL/aFtbW80cYlaCK4M0iKePmGwc54wpbnv0yzTpbm4tWuZbC4tYWmZIBcRtG8qKFO/YwBUEsQM9due9fP0fxI8XRXl1drrMhnugqzO8UbFgucDleOSTxjnnrTo/iX4viV1TWDh5DK2beI5YgAnlfRRx7UnR3LWJ2ufRn2mWFwVdl4wSpwfzqZrvVxGXs9ZlBxkLOiSL/IH9a+bW+Jni9/vavn/ALdov/iKQfEnxcFKjVzg9R9ni/8AiaFCa2YOtTe6PSpPjl4k0nVLqwv9O0688hyu9N0WR+BNbdl+0Lpb7Rf6FeQnu0MqyD8jg189XepXl9cyXNzNvlkOWbaBk/QCoPPk/vfoK3TdtTlla+h9YWXxr8EXhCvqM1qT/wA/NuygfiM10tn4z8M6iga017TZAeg+0Kp/JiDXxV58n979BTTIx64/IU7iPu6OWK4XdDIkqnvGwYfpQY2z91/yNfC0d5cwnMc8iH/ZYirH9t6qBj+07zH/AF2b/GncWp9veW33nBUe9Rme3TLNLEo/2nAr4fk1C9mJMl3O+f70hNSKzsoJdzkf3jTuB9rvqmmwL+91CzQ/7dwg/maqSa1peM/2nYAE8f6VH/8AFV8Z/XJ+tISGGCoxRcD7CfxFolqhaXWtNXGf+XuP/GuS1X4peD7F2L6r9rkH/LO0jL/rwK+aCiH/APVSbQPWjmA9c8Q/Gy5urSa10PT/ALKJMf6ROweQD2UcD8a9z8G3zz+AtGvLhzJJ9gjeViSSWCc5J75Br4zjiaWRYolJeQhVA5JJ4Ar641u7/srQtO8PwsTMbdEc4wRGoA/DJGPwNRKXUuMXJ2RztortDNOes8hkyfc5qhq4DWm7kAHmtuQhIRwOB0rH1YeZbbRgVxvc9aO1jqPhVBs0i+n4/eThenoP/r16CK4D4XzA6dqFv/zznDfmP/rV34rqjsjy6vxsKKKKozKOqTfZ9Onk7hcfnxXm15JCk7OwYE9fSu48U3Ah09E3YMj/AJ4Ga4RhHKSr459e9duGWlzmrPWxH8k4CCd8dCGNV30sNlkAJ9RipvsrRuSvI7Kf8aiSUIdjAcdc11LyMPUYkbwZ/dAjuR1qzG8LjBfYSOjDFRPwqkHII6UyRkZQrDjHr0piJ5bc4B2hl9RiqD2xYNt9SanIliOY3JTHTOOKkN1tQiTB3ccjB9apCZlmRIo5BNF5icd+QaSyiQW891EoVw+I8D5XA6gg9qlmKRRyBgCGP8QyBV3w6Vi0l9m7MhZzuTcODzxnnpRJ2HE57Uo4vtlnClt8g3zeVLhsA/LjjtleKsw6cl1JlrVIkHUgYFOiYyeLLobhGIY0iyvGDtRj+rGtcocsgJP1qIWtcc73sZyaPFGzGGUpj+IHHNXkg1BUUQ6ndpgdBcN/jUxhAjyTz6CkHmFieNuKbSYJsEu9XgYbNZvzz3lLfzqxDrniZ5wkWqzBB1Z0Rv6VBG7kFinQfjipoH2gHYUB4HNQ6cew1OXc1JvE2swYDXqfN0JiGax9V8YeIWlVdP1WMSFfmg8pN+exGeufSpbtEuYgQORWA9uyll3Boyc4P5fyqPZReqRaqPZs6c+INQltQ73soIADljswccntUL3Uc6B/PadCOWZyawY9+5grOVPVSNwzuHY9gua1IpDGm2GKIp3xY9fw9aXKolXcijqt0YbJ/sgMhYgqI13Ej0AHNRQyTxowuIvKklQMqN98DPf0Pt7VoO9+6BUjkgi6tvKwqP8Avn5qw57iI6rHFEfmcFSQCFJAHTPPesaztTZvho3qxPZvCeR4W03d1MCn863KxvDBX/hHLAKWO2EKd3XI4NbNca2NZ/ExaKKKZIUUUUAFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVaRvkX6VVqwudg+lNAO3Um4mgCncUwEopcikPSgDV8Lwtc+LdHhUZL30Ix/wMV9I30hv/FeozsTiKTyEHoEGD+uT+NeEfCqPzviboC4BAuCSD7KxzXuDSFdQ1WVupu5en+8axqbHRhleTFuTlW74rNu+YyOvFWlmEhIqvefc4rmep6FrG38MZNl5qkHGSEf+Y/rXpVeUfDt/K8U3C5/1tuePoQa9Wrqh8KPMrq02LRRRVmRx3jbcJLNsnaA/H5VyJ2+eVc7SOg9a7jxdDLPaWwhj3sGJPIHGPeuOk0u8k4aHP1Yf4130JLkVzlqp8xF5jwlcDeh6q39KTzLa5GN21yej1ONP1FV2iHIXsWX/ABpG0e5dVV7Zl91df8a25o9zLlfYq3Fq8bEquR2Ix6VVcEk7+OPStMaZqUDBI0yp6KXBH6mm3GnXk0WDAA/TIYf41SnHuJxfYzt7biBhgQOnrQZcoA2CvX5h7Va/si93ZFuen99f8arz6RqDoV8g8Y/jX/GnzR7i5ZdhwWOSykwmd2eCM44qTRbcvpjKwYlGkC5OCOOooi03UkiAjBQnsSpHT61d0ewu41uQYdoLHOGGATnoM/SolJdyoxfY5ExytruqvEMlbuQHjsEhH9a29jqepHAPSnWOkX8XifUSbb91JMXB3r3WPtn2Nad/ptyspZITkj+8OP1ohNJJXHOLbuUWkIhbD5weMdqQeaETD5J68U8aXqAiIaI7Oo+Zc9frUyafeqm7ymJHbcv+NXzR7kcsuwxFdnHyjGMcipAxyqlQRj+E1PHaXPkgeQ2M8neM/wA6tR6X5m1RC6kdRuGP51DlHuUoszJXjSMDB/PNUJljIBIOcE810jaHvABRgB0GR/jUb6ArDmI8e4/xpKcV1HyyOdEKnBVQFA6gVKJzDEUEhB/vE1s/8Iu5P7oHJ7MRgfrVc+E7uSTcxUj/AHqHOL6hyy7GWsIuMJ55JPLfT0qzbaXDPqMdpeoVs52DR3KEb4JQMfipGPyrRXwtPB/GfoCKtWWg3cuo29vJhYi+8tuBOByayqOEotNmlPmjJNHbaVpw0zTorTzTII8/ORgnnNaFIBgADtS1wHU227sWiiigAooooAKKKKACiiigD//Z", "path": "002491.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002492
Men Tshirts
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", "path": "002492.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002493
Men Tshirts
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14k0SXQtXltHBMf3on/vJWORioAjPWmkc1IcUw0AMIphFSkc004oAogZpwFIBThQAYpwFAp2VAJdtqKCWPoPWgChrF79isiqMRPN8qY6qvc/j0ripmzwDxWjqN61/eSXHRTwg9FHQf59ay24JFAEsTZjpc81HF900+gAoopM0gFzSUtJxQBGRt5FKCOvenE00r3HWgBxYnqc/WmHIOcnB96UNxzRlTxzTuxWXYduJ5DUm9sdT+dJ8g9aN3YAUXCyHAADnFN5Y+1Jgk808DFIYvagGjjFJmgBaUU3NOFADhUcp4xTxUUx5FAD0O1PSvW/hVr7T2s+i3EhZoR5tvk/wH7y/gefxryFj8q1t+GdVbRtfsb7JCRyDzAO6Hhv0pgfRWaUGogwIBBBHUEdxS5oAlzSZpmaM0APzRmmZozQA/NJmm5pM0APJrU063JXJHMnT6VmQRG4mWMHGep9K6fTo1aY4+6BgU4gUPEx8uKyjAwAxYj6Vv2bbrOL02CsHxUpLW/8AuNW5p5/0KIf7IrQCUjmkp7daZTAKDyCD0IoooAiQmJ9rfdPQmuY0JFTxF4ist21hPFOik9QyYP8A6DXVsAwwwyK4SSZtO+JkBckxXdq8JAx8zKQV/QmkwOtKFCQRUicj2qUSq68EH2PajCMMEflTAzr6ZYE3EgVzjQ3mpzAQxO46Zxx+ddd9itWbc8Qc9t5zU5kjijOcKijJAGMCgDjNO09YfHSQZEhs7FpGYdnkYD/2U12edoxjmuX8Nk3ev6/qB5V5YoUz2CqWI/NhXS0ALRSZpetACk4pM0NxTAfmoAguTvnSP6VZvXZLlFU/KAPwqtEC9+pz3qTPnXbEn+LFJoDM8b6B/beh+dEubq3HmRnHJHcV4sQQcEV9JAAoB2A6V4p450M6Nr8jRri2ucyRnsPUfgayYHLH0ppFSYphFADCKaRUnNNIoAoilFIKcBQAD8vf0rK8Q3nkWi2i43z8uM9FHQfif5VrEqis7naiKWYnsB1rib+7a9vZZ243NgD0A6CgCAnAx/OqsvDZqc1DKMigGLEc7qkqGDvU1IBDQBSUZoAUnFNJpCaTNABRRRQAUYpc0lABgelLx6UlLgetAADTs0gFFAAeaB1pM5pQKBC0dKaetOHSgY4HioJThqmHFV5uZPxoAkPRRUw4FV/+Wi+1WTzQB7z4L1T+1fCtlMzbpY18mX/eXj+WK6AGvKfhZqvlXt5pbt8syiaMH+8OG/T+VepZpgSZozTM0ZoAfmjNNzSZoAfmgmmZpRksFAyTwBQBoWC7Y5Jv+Aiui0zHmOOn4VmC38jTljPUnB+taumqRIW7VoloBn+KuHts9ww/lWzZDEEY9hWV4qUeXajHG/r6dK1rX7ij0prYCywqI1Maj70IBtFB60lMArg/G7tp+qaZqMZw0d1FuPP3SdrdK7yuZ8c2H27w/chR8wjYKfQ4OD+dAzoGjRyWxye44pNhHRmx71V0m7F9pFldg5E0CPn6qM/rmrlAhMepNVNSby7KQjqRirlYHii8+y2DEHlUaQ/QKT/SgCPwYu7RZbo9bu7ml+qhti/ooroB0rO8P232Lw9p9sesduit9cZP6k1o0kAZpV+/TCcU6PnNMB78k1BnnmpZDwaqs3ymgCSxXddbvemRtidiP75qzpq/MT78VTgGZioOcOcn8aOoG9EcoBxXMePNG/tXw7I6Juntv3qY9O4/KuihbkCpnUOrKwypGCPWsmtQPmukNbfinSDo3iC5tcYjJ3xn1U8isU0gGH0ppBqQimGgCgKcOlIBSkqis0h2og3MfQDrQBk+IbzyLRLVDh5vmb/ZUHgfiefwrlvpU99ePe3klw/V24HoOwqvQAhqKQcfhUlRue1IBsHBapc+tRQ/xVIRmgBTVrTrRL68WGSURKQTuPtVM+lKOlKWxpScVNc2qOjbwsG+5eDn1WsrVNIk0tow8iOJM4Iz2rY1eR49EslQ4J24x9Kt3drZzWtsl9OY5EQY55JxzXKpyja7Po6uAw9VOMI2as99NTnG0a8UwAqpM33Pm9s0Pot/G20wEn/ZOa6OUn7fpsWMoD8p9cCpryzeS6M0N8kTnA2kDin7d31IeU0uWXdWOJlikglaOVCjr1B7U3irOoiRb+YSyiVwcFx3qrXTF3R8/VgoTcULijFL0FJnNMyHCkNAo60ANpRRik7UDHE0DpTacOlADu1QN80n41Pniq2f3hoAkUZfmp+9QRDLVPQBoaFqTaRrVpfjpDICwHdehH5V9Ao6uivGdyMAykdwa+bhXtHgHVv7S8MQxu2ZrT9y/wBMZU/lx+FMDq8+tGaZmjNAEm6jdUeaM0APzxWpotp59x5jH5YzwPU1kZJ4HJ7D3rstJtPs1tGhHPU/WmlcB18uPKQetXrBMR596r3oHmL7VetFIhH0rToBm+KAPsUDdxJWhan5B9azfE5zbWq+so/pWja/cH1oWwFo9KYelPpjEeo/OhANNJSM6r1ZfzpvnRjrIg/4EKYrodVa/gFxZTRN0Kn+VSm4gBwZ4h/wMVHJeWhUhrqDnI5kFAXRg+CJTJ4VtYz1t2kg/BXIH6Yroq4/whf2kL6xatdQKI71nXMigEMoPHPsa6UanYZx9utv+/y/407BdFs1xHjGcyTpZ4B+1zRWS+xZsn9Aa6xtUsF5a+tRj1mX/GuI/tCy1PxtZKbu3MFqHvWfzVwW5RR1680mmF0d8oAHQAdgO1GcVTGqacBg6ha8f9Nl/wAaQ6tpv/QRtP8Av8v+NOzDmRaY1JF0NZcmsaZ/0EbT/v8Ar/jU8Wr6Zt41G0/7/L/jRZhzIuyj5SapSH5RjvTm1Owm/dxX1s8jcKqyqSfwzUbnKp9M0Anc1NNH7vPvWXaEqqnPV2P61rWHywj35rLiG2NR7GpW4zTtX3OOa0KyLF/mXNawOQKmQHn/AMT9J8+xg1SNfmtzskP+yen6/wA68rNe+6rEdSjm03blJEw5I6Z/z+deGajYzaZqE9lOMSQuVP8AQ/iKgCnik6U4jmkNAGeM1jeI70R26WaHDSDfJ7Ln5R+PWtl5I4o3lkbEaKWc+w/ziuFvbl7y7luJOGkOceg7D8BigCvnJpc03vTu1IBBUUn3jUtRSfeNABEcbqfmmIOWFLQA7qaD0pAaU9KA2Z0NncprCw29yViEGNm3q1auqaQdQmSRZQhQdCOtZfhaKOT7Q7orEbcEjpWnfvd2pjktUaZmzu6kflXDUdqlkfa4GEXhFUqq9/v0FvoLn7TbyxQl0hUg7DzyO1U57jTSVF7bzK5ABZ1IJ/KtDTLq9ud63luI8cqcYz7UzVbeO8vbOFsE7yxz6VCdpWZ0VaKlS9pSe/RmJb+HpLuRpctFbscpkckVcbwnGUyty4P+0orXuzBZWslwcoEHG04z6cVgWWvXk96sRkQK5wPMXOPxFXGdSSvF6HHVwuBw7VOqrykMg8On7aYbtmWMg7JE6Mal1Dw3HbWTzwSyMUGSrDtWpdXVzFFia0JwdweI5A/CryyC7tgVXCSL1ak601a5rDLMJKEoRXvdDitH07+07ryyxSNRlmFbE3hmDlIJ3aTGRuxitDS9KWwjlEhDMzZ4PbtV+PyhLIseNy4DYonXk37o8Hk1GNO1ZasxE8KQBR5lwxbvtFMuPCkflk2853joHHBrX1JrxLcNZLuYH5hjtWa2t30ESCbT3LYyx5waI1KjV0yq+CwFFuEoNedjlJ4ZLeZo5VKspwRTRwKu6pqA1G4WXyRGQuDg5zVIGu2LbSufGV4wjUkqewp6VUJ+Y+9WWOM1WXlx9aoxLMQxUppqDrS0AKOtdd8PdW/s/wAQrau2IbxfK9tw5X9cj8a5DNPhleGRJI22ujBlPoQcigD6K3e9KDWbpGpJqukWt8h/10YZgOzdGH55q8DTAkzRn3pmaM5oA1NGtTcXYkIPlxfMc+vYV2dsOM1jaZai2t44x94jc/uTW/CMACtYqwFS55nA71owjCAe1Udu+55rRRcUMDC8TcyaevrKP5itK05UfWsvxGf9P0xfWT+orUsvuChbAWjxXE+PWZYrfDMM5+6SK7f61y/i/Rb3V47YWioShO7c+3rVUmlPUzqpuNkeNXct8mlS6nPf+Un2preGPYWL7cEnPbjJ/CnTabqEcNxP/aQeKEyqSsfLMi7jx6cit+4+FGrTM5aWNQ779nnALn1xikHwn1ncSb5QWzk/aDz69qcr3dmTFK2qMew8PajPJufUhG3lpLgrjKs2M8/UGo7vw5IJAZdTn2vDPINkYLAxuV5GencmuktvhJfrMrSXqEBcY88nj06VJP8ACGaUk/bEB95W/wAKn3u5Vl2OFXwyttLcwf2oQVWGcFSBuWRwp/LINKmhQDUJ4k1W4k8m6aEBWXLqFzu/Pitif4YyWXiG30+S8jKXi7VO5jhgpbn8q17f4OkSqxvk9RtLCnaXcenY4y+0VlsobiO6u2Mke5sgbc4zhfoM5zVO10ZWsJDDesskTBmVnA3Ls3E59jxj0rvdY+EoitMrfrlmAAJbHPWq2h/ChdS0u0vXuUXzU3Kp3ZC54NFn3BW7HC6jaxWi3BS6ug8ToixyEAtkfe47cH8xWWJ5v+esn/fRr2CT4OQZ5u0/8epo+DkGB/pi/rTtLuLTseQ+dL/z1k/76NSR3Ew6TSdP7xr1eX4Pwp0vV/I0sfwfiJ/4/I//AB6jXuGltjL8Cgya3o5blmJJJ/3Wr1x/vKK5jQ/AjaJqlpdfa1eO3B2oFPoR1P1rqCP3i1dWSbViaUXG9zZtBiFfpWX0Ptite0/1Sj2rFZiBWK3NixZt++FbAPFY1mcTCtcHpSkBkaffmfXdZglRUFq0YDgkbgVzz/jXn/xHggk1OC/tirpInlyMvTcOR+n8q6jXL3/hG/FcGqyD/QL+MQXLYztZehP4Vqa1pVnrnhueK2WNvNTzIXQDG7qCKzA8MNNxT2Uo7IwIZTgg9jTSKAOR8SXeyGOyQ8uBJIPbnaPzya5k/Su6vdLtdRX98pWUDAlTr9D6j/Oa5rUNDurENIF86EcmSPPA9x1FAGTTu1GBmg0gEFRuOakqNqAGqcE1Jjiok++amHFADQOaVulB4IooA6LwpNGj3ETNh3wVGOtdDNeW1qB58yx7umT1rl/DMghvJCcYZcHgk10N1ZW2obBOjttzjHGK8+soqpdn3WU1KjwKVOzfmTQ39rcybIZ0kbrgGo5fJXUopHbEqqRtxxSWmkWllL5sKuGxj5mqLV76KzWPeVZnYAg9QtZJJy9073UlGhzV7JplXxNdRf2f9nDgylgdormLEE6hbhRyZAf1rsrmws7+INgMG6MOtR2mg2tlMs6eY7g8BjwK3hVjCDieRisvrYnExrr4TTlOIZDn+E/yrD8OaiJYntGyZEO5T6irmtXsdnp8qlv3silVHf61zHh5mTWYQv8AFkH3pU4NwbZtjMYqWMpxg/Jna3E8UELSTEBVGea4+z12W31CSdhvWRiWX+WK2/EO7+z5W3KQMDBHSsvQWgKNG6KzDn5hn8qdGKUHJmeZYipPFwhGVjah8Q6dN1lMbejitKOWOaPfGwdT0K9DWNcaLaamfNUtDIOGwP6VpWNktjbLBGSyg5yaxmobx3PTws8RKTWISce5zHiWyS1uUljAAlByB2NYYGea3/FN0kt1FAhBMQO7HrWADjJrvot8iufFZr7NYmSp7CHnNRR9al60wDmtTzSdaWgYwMUUAFLRS5oA9E+GurDbc6TI3/TaH2HRh/I16CG4rwjR9Qk0rV7W/TI8lwW9CvRh+Rr3MOGAKnKkAj6dqYEmav6Tb/ab0EjKR/Mf6Vm5rqdIs2trQF/9ZKQxHcDsKaVwNi3G58mtNeFrOgG2tBT8lagMjXMrN71dTtVVDgmrKHpSYHP+ITnWdLT0fNa1nnYKx9cBbxBYe3P8617Q/ux2oWwFumuARzTu1IxwKVgMWS4un1JrZLnZgkhfK4xz3qzBBepOGmullTH3BHjH41Svtr37Rfbp4m5fYkORgAE/NUGY5I/MGpXhHciPHbinoI6BPvr9RVa0dnsomdixIOSfqaYup2+AQsp/7Z0+yMf2OLyd5jG4DeMHrzRYZzHi0C1vdOv+1vOjt/u7trfoxrpICGAZeh5FYnjSya90Z4o+HeORFPuR8v6gVJ4PuHufC2nvNxMsXlyj0dTtP6igCPxfdGDTJSn3lhdh7sRtX9WFa2n2i2On29oowIIUiH4ACub1pxf3tvaDkT3sMPP90N5jfoldYhyCT1PNAA4+TNNH3CaVjhaRP9VTAimGY802E8/hUrj5CtQodrsPagCaTG0VWQZlqeU4QVDB/r/WgDZteEH0rDJ4P1rct+ExisR8cnsTS6gT2vEimtdTkViW7YcVrxtkUMAurS3vrdre5hSWJhgqwz/+o1y8ngy/td6aLrtxZ2zc+Q3zhfoe1dbnmpFas2B4p408Py6Jqccjyealyu4vjGX78f561y5r1T4mahpT6ZDYSXkP9omUNFCrAtwDnPpx615X1+lICiKeuQQQSD7U0U9RQBl3/h60vsvHi2n/AL6L8rH/AGh/UVyV/Y3OmyiO6i2hvuyLyr/Q16HwKSSOOeJopo1kifhkcZBoA8zODjHemMa6jUvCLpmbS3LKetu7c/8AAT/Q1zLhkkaKWNo5V4KMMEUgIl4c1KDzUaj96fpUvFACkUzOKfTD1oAt2eo3NgXNu+0sMHjOatHxJqWf9av/AHwKyyaYTzUuEXqzpp4yvTXLCTSNb/hJNS/57L/3wKz5riS6maWZyzt1J71DQKFCK2QqmLrVVacmy9aandWHEEuF/usMirL+ItQddpdR7gYNZWOKSk6cW72LhjsRCPLGbsSTTyXEhkmdnc92NLBM9vMssZw6ng1Fml7VdlaxzurNz576mjc63d3UDRS+WVbGcLVBZJI5A6MVYHII4plGaSikrIupiKtSXNKWpox67fRtnepPc4602TV76TP+kOoJ6KcYqhilUVPs472NHjcQ1bnYMSzEsSWPUmgjC07bRirOZtvcjpq5Lmnkc0iD5zQIlp+OKjLqnJOK3NJ8L6xrQV4YVt7Y/wDLefgEew6n8KAMU4AzmtTStA1PWWH2O1cx95n+RB/wI/0r0HSPA2labtkuFN9OP4pvuKfZen55rphgKFAwo4AHAA9MUAcnpXw/sbdVfUZTdyDqifKn+JrsFCoiogCqowAOgpu6gGmAy9vE0+wuLyThYY2c8eg4/PpXC+G/ivrul34OpzPqNi5+aF8Bo/8AcP8AjXZarp8eraXcWMsjxpMuC6dRzn+ledav4C1DTrd7q3nS6iXkhUIf/vnnP4U07Ae4aJ8T/CesOqDUvskzcCK7Xyzn03dP1ruIZFaMOrKyHkMpyD+NfFwypIIwc4KkVuaJ4s17w8wOl6pcW6A58sNuQ/VTxV8wH11tBYYqVeBXhnh346yoqxeINN8zH/LxZ4U/UoePyP4V7Lo+sWOuWEd5YXCSxuobhgWXP94A8GncDN1g7vEFoP7se7+da9qP3K1jakM+I15+7bj+dbNr/ql+lNbAWuwprcindqbSQEMnbHWkwDjp+VOfrTU5pgSqAOmPwFNb3NOFI3WgDJ10f8S4uOsbBvyNY/hqcRRatExAEV48gA6ASKrj+Zrb1h4002fzCACpA9zXl+p+Jzo09zHAUBuYoo5TJ/eTPTnupA/Ck2kB1tnCz+ItJBzlYbi8b/gQWNf5tXWRjj6VwngfVH1fVNTvp3HmMkcUUQXAjiGTgHvyetd8PumhARScChP9SKbK3Gacn+qApgNk+7Vc/wCsyO9WZf8AV5qs3G00APuDlVFNtebgUT/dWltfvg+lAGxB90/Suf3ZTn1roIOgFc5tJjJxzupLcCWNsMK2LU7lNYwkSIF3IVFGWYnAAHqa8w8Q/GxoZJLbw7ZDKkr9quhkH3VR/Whgex6nrGm6LbG41K+gtYezSuBu+g6n8K8V+IPxafVEGneGbieG16T3QG1pfZe4HvXmGr6zqOuXZvNSvJbq4PG52zj2A6AVq6T4c86KO6vidrDKxDhiP9o9hUAZunm6u9QjaAPLKHDs5JYjnqTXbtje23pmmRQxQR+XDEkSf3UGBTuwqWBQFSCmCnDpQA4U8UwU8UAPHTrVTUdLs9VjC3UW5hwsi8Ov0P8AQ1ZzTweKAOKv/CU9lFNcQ3KSwxruIcFXx9OhrBxjrXpt8N2l3i56wSfopP8ASvMsGkAh4HFN6mlbikoAdjNNIIpwPFDUAMpRwKKKAFzxSGjilIoATFGeKKKABeaKXGKMUAJjmnjpRjFFAC0madSHpQA3Ga2dH8LaprDB4YfKtz/y3l4XHt3NYx6Y9a9u0wBNJsk6bbeMcf7ooAydG8GaVpBWWRPtlyv/AC1nGQD/ALK9B+tdIWJOSTmos0uaYEmcUZqPNLmgCTNANR5pc0ASZ96A2OhqPNLmgCrfaTp2pKRd2cMpP8RXDfmOa5HUPh6OX0y6wP8AnlP/AEYf1FdxmgmgDxvUNJv9Kl2Xlu0fPyv1U/Rh1p2marf6PdLc6ddzWs6/xwuVP4+tesX9haapbfZ72FZo85AJIIPqCOlcZq3gWWINNpcxmHJ8iThv+Anv+PNO4HafD7xxrHinX7i31ZoZnhttwmVArEBgMEDjvXstocoPpXz58HbWZfFWqebE8TpaAFHBUjLivoKz4jFaLYC52FJ3pT0pueaYDG601OM05zTE60ASikYc0opGoA4zxm1y0TRwjB8slCehNeV6c8a6tdtqEUckm3aqzDI68/XsPx9q9x1rTDqEAWMgSp0z0ryDxlowsr2MSofMbe+A2ANqFiQfcCs6kW1YqOjJvBp3eOk/saJktVBWYNJuj299vt6V7Ov3K5Twl4UstCiE0DNJLLGuWYY2gjOBXWEY4pwVlZiZVl6Y96kX7oFQynD/AI1Mp4qxD3GYiKpt29qukZSqTZGaAEmbKin2Y+aoZDwKnsvvmgDXg4AryrxV8SdJ8Nma1h/0/UAT+5jbCIcn77dvoOa9Vi+8PrXx94jgkl8YapDFG8khu5AFQZJ5qb6gWfEnjnXPE7PHd3PlWhbItYRtjH17t+NUtN0O+1ABo4/LhH/LWT5R+Hc1qaZ4QclZdScKMf6hDz9GPQfhzXVqqxxpEgCxoNqqOij0qWwM+w0a005QVUSzcZlkHP8AwEdqvnkknk+tLikxUgIelNIp9NNAGcKdTacOlADhT6aKdQAop60wU8UALIu+CVP70bL+akV5ZXqqcuB6nFeVsNrEehxSAY1J3pSc0lADscUGlH3aQigBtFKcUlABS5pKKAClxSU7tQAc0tJSigQUUlLQMUUopBS0AMYda9yh+WCJfRFH6CvEMAnFe39MAUAPzS5qPNGeKYElGaZmjNAEmaM0zNGaAJAeKM0zNGaAH5ozTM0ZoAfmimZpc8UAdH4UjUz3UpQbwqpuxzjOcZ9O9d9ajCAVwnhIArdZ9U/rXdWmSB9K0jsBbpvelNIKoBrdaYlObqaatAEw601utKvSkNADG615X8ScPr9svpa3B/8AIRr1R+ua8s8aAzeKBkEgWd2B+EYFJjPQdL/48YD6xIf/AB0VerO0ht2lWbAg5t4z/wCOitDnrTEU7j/WfjUsfQVFdfeFPgOVoAsgZFUZe/1q+O1Up+rYoAhfoKsWX3jVduQKns/vkUAa8XY14Nq+kw6V4j1LZGBcSzu0kmOcE5AB9K95iHArxzxou3xZfe7A/pWcgOePSkpaSpAKSl4oxQA2kPWnUlAGaBTgKaKeKAF6UopKUUAPFOBpgNOoAeh+dT715fcjFxKPR2/ma9PT76j3FeYXZ/0qX3dv5mkBBSgZpKVaAFHApaMUlADSeaKD1NC0CDFFL3pSKBiUdqOtHagBKfTMGlzigQuaWmU8dKBgBTu1JSjmgByj5hXtRPNeLAdOa9mJ5oAfmlzTM8UZpgPzS5qPNLmgB+eaM0zNGaAJM0ZqPNLmgB+aM0zNLmgB2aM03NJmgDrPCP8Aqrr/AH1/ka7u0Pyg+1cL4Q/49ro/7a/yrubQfux9K1jsBaNANJSd6YCOcGmr1okoXrigCVelBoFBoAq3zyR2krRcSBSRXjniW8lg1szSIGkZChc/whxtJFezzLuUr6ivJfGdkRrDgj5cZ6ccGkwPQdCJ/sW1G07Y4kjUnqwAwD+law+5VPTYvL0izX0hU4+oz/Wri/dpoClcffFEJwaLnhhTYThqAL/YVTn4Yj1q4vKCqd0cN+NAEPfpU9nxKagBPFTQ5WY8daANeI9K8f8AHKlfFl39FP6V7BCeM15L8QF2+LJz6xof0rOQHL0naloqQG4paKKAEpKdR+FAGUKdTaXNAC04UynCgB+cUuabS5oAkj5lQf7QrzCfmeQ+rE/rXp0R/eKfcV5g5y5PrSAipRS4pO9ACk4ptOpCOOlAhOtA6UUgoAcvWgnPFKtBxQAgpaQ8UnNADuKKavSnUANpw+7RxjtRnjpQMdSjpSd6UUAOzXsgPA+grxrtXsSt8i/7o/kKAJN3FGaZmlpgPzRmmZpc0AOzS5FMzRmgCTNJmm5pM0APzS5pmaQHmgCTdSZpuaM0Adl4O/48rk/9NB/Ku5tsiJfpXDeDsf2fP/11/pXdW/8Aq1+laR2AnpM/NSnpTBy1UAjnmhetD9aF60ASilNJ2pTQBFKcCuS8TaG92slzG0kssgKLAijB47musm6UL92jcCKFClrChUqVjUFT2IHSnL92nt92mxjIoAo3A5PtUaE7xU0wJZhVeM/vAKANNORiql0O/vVlOn4VBP8Ad/GgCqpycVYX/WIarL96rK9RQBqWxyteWfEVdvign1gQ/wA69PtW4xXmnxHH/FSRn1t1qJAcdS0UVACUUtJQAYoxS4ooAyKKQUo4oAWnA00UuaAHUuabzS5oAcpxz6AmvMScmvTCcRyH0Rj+hrzInGPpSAWkOCaCeKQGgBQcUEZpDS5oENIwaQdaU9aTvQA+kI4pKXnHWgABpaaKM0ALk0tJ2ozQAvakApSRihaBjqcKZTh0oEOr15T+7T/dH8hXkFeuKfkT/dH8hQMkzS5pgNLzTAfmgGmA0uaAH5ozzTAaM0APzRmm5o5oAfmjNM5ozQA/NGaZmjNAHb+Dv+QZP/12/oK7qD7q1w3gz/kGTe839BXcQkhBWsdgJiaapy1BNCcmmAjnBpydabJ97FOSgCTtS0nag9KAIpOaEOBzSOeKVR8tAAxpqetKaRemKAKswPm/hVRTiU5q5c8NmqT8OCKANKJjtHrUc+SPrRE42inSDMYNAGdyHx71cjye9VG4lIqzByuaYGhbHkZ5rzf4kgjxBAfW3H869Ht+CK87+JS/8Ty1Prb/ANTUTA4qilorMAxRRilxQA2lApcUYoAxAaUU0U6gBwopKKAFpwpmaUUALI22CY+kTn/x015rjpXo9wcWlwf+mMn/AKCa84FIQ00Y4pTS54oGIKDS0h96BDD1ooNJQA7tS9qSlHWgYnSinGmmgAzxRSUq0CCilPWkoGPBzSiminCgB4Ga9aH3V9lH8hXkor1gnHHpQA8GlzUefajNMCTNGaZmlzQA8GimA0uaAHZpc0zNGaAH5ozTc0ZoAdmjNMzS0Ad74N40hj6zn+Qrt4v9WK4nwcP+JKP+uzf0rtYiNgFax2AeTT4+tR55qSOmA1jlzT1qNvv8VIvSmA4HNKelIKU9KQEJ6UA/LSnmk6DFMANNGBS54pO5welJgQTjINUH+8c1oSnINUJB8/1oAsRN8masowaGqUR+Q1Yt2+THamBVmXbMKmt+uKjuR84NOt/vUkBow9q8++JX/IZtP+vf/wBmr0OHoK8++JS/8TWyb1gI/WpmBw+KWlxRiswEpaMU6gBuKKdRzQBgA0tNFOoAXNGaTNFAC5pQaTNLQAy6/wCPO5/64yf+gmvOjXol1/x43P8A1xk/9BNed0hBRRRQAn6UjHmnUwkUANzR1oNAoGOpaQUtACUlLSUAFAOKKKBCk0UYooGOFOHSmZp46UAPQFmAHc16u/DsPQ15XbjM0Y/2h/OvUpD+9f8A3jQAZpc0zNLmmA/NGRTQaM0APBozTc0ZoAdmlzTc0UAOzS5pmaWgB1GcU2jNAHofg7/kBr/12b+ldih+X8K47wYP+JJH/wBdW/pXXIeK1jsBKtTL92oEPNTZxTAO9PHSmDrTjTQDs0ucjpTB1zTsd6QDf8aY3enGmPwuaYCA5FA6mhelMz85oAic5BFVpR8oNWJD8xxUL8oaQEanCmpbV85HtURGENFswD0ATTruXJPSmWxO+pG5DCo7fiXFAGrD938a4L4lri9sD/0zYfrXewHg1wnxK/4+NP8A9xv51M9gODpaKUVmAAUoo9KUUAJijFOxRigDnBS5pBQKAFo70maKAHZpcmmijNADbr/jzuf+uMn/AKCa88r0G5/487j/AK4yf+gmvPvekIKKKKAEz6U1hTvwprdaAG0UUmaAHjpS0i4xQetAwoIFFBoATiiiigQ4dKO1FA6UDEFSCmLTqALdmu+9t1x1lQf+PCvTHbLsR3Oa840pd+p2Y9Z0/wDQhXohPzH60xDs0ZpmaX8aBj80ZpmaXNADs0vemZpQaAH5pc1HmlzQA7Jpc02gGgB2aXNMzRmgD0fwUf8AiSJ/11f+ldWpOK5HwS2NEX/rq/8ASusDVrHYCxGan7VXjNTZ4qgHDrSk800daD1oAN3OKkB4qPPzZp46UANPSmycpxTz6U1+lADB0FOEYY+9RhuamQUAUp8rIK4Txh4h1rStUul0+4tktrLTkvZIpYN5l/e7CN2eODXeXYzjHXdXmvjeG6k1nUIYrG8nN/pEdrA0MDMu/wA7cdzDgYApMDWv/EV9aeK7zTYo0ktbfRmvlj2/O0nPG70qp4a1bxLq0d0XaxZJbWKa1vBCRFlvvIQDyVHH1FLfxX8PxF1G+tLSSVo9BCwkodjygnCZ6ZyOlU/Am+PVtZlgtLm00ySGKZIJYmRUnKsZQobnG6kBetPEusL4Au/EF2bOS4YYtI4YiBuL7AGBPzZPPFV9Q8dXWm+DNE1pY4WlurhYbpdnAAB3hR26Csx49SfwX4O0bT4Qbu7n81hMp2LsJcbz2Gag0LSJ9U0nRtF1C3dQmsXkcw2EKo8psHP93J4NIDrzr9/qukiKO68k3+tNpyTRDDJAPT368+9ZfieyvtOsNJtdSuBc3McbBplJIcZ45PJOMZqPQNI1m08IaHKNNuZ7ix1Waaa3A2yEZIDDPbvmpvFFnq1vp2lnWbhZ7soQ5zkg9SM9+1SwOZxTgBQKUCpATFLRinYoAAKMU4Dilx7UActRSZoyKAFNANJmigBwNLmmZpc0ANn5tbgf9MZP/QTXn3YV6DJzBMP+mT/+gmvPfSkAtFFFAhDmmMafnBph60ANPWiiigY4Glpop1ABSUtFACUUUUCHHpSCjNFAxwNIc0g60/tQI09ABbWLTv8AvAf5131cJ4cONatf98/yNdzmgB1Lmm5ozTGOzS0wUtADqUU3ijNAD80tMyKAaAH5ozTc0cUAOzRSDFLmgD0PwVgaIuTj9639K6tDx1rkfBTBtFIxnbM2ePUCuviiQn7vPtxWsdgLKdBUoIpixqMcHH1p4hTk/wBaYEgIz17VGxyeP0p4iXdwAeO9IYVGTgCmAVIvKimKgzjPapo48Ci4ER+9Ucp44qd4iHHcGoZ4iFb1AHalcCuGO4DFXE+7VZIhuIJHtVtUVQOQPxFMCndrnj3qvk+SVycZzjNaDpvzjBxUa226MOBjPsaQGfIXEK9duelU5GYScknnrmtmW3BXyyeoz0NZ5szIqkMAGzjk9qACGbZD1OOlWAWHOTzx1zVSKFTDncevTJq5HGVOOCMdzQBdgJbk5OfWuQ+JI/0fTj33P/Suvt1PGCcfSuI+I1xHJPZQK6syBmYA5xmomBxAFLikp1QAAU6gU4CgBAKcBS44pcUAcfS0lGaAFopKUdKAFopKM0ADjMUo/wCmb/8AoJrz6vQTyjgckowH5GvPuw/zmkAUlLg0EGgQ2mk0/OPSmnmgBlFO20m00DBetPJpgFOoAUUhHFOA4owaAGUUpU0CgQuKSlGadQAmOM0ZNLSYFAGlor+Xqts3/TRR+ZxXek4JrzW3kMcwZTgjkV6OJBMizDpIocfiM0wH5optLQMXNLmm5oBoAeDmjNNzRmgB9FNzS5oAdmlzTAaWgB2cUuaYKcDQBla94i1fQls/7K1Ce0Ll2cRkYbGOoPWq0XxU8Zw4xrJb/fgjOf0rQ1PSrfVoo1mZ0eMnY646HsR+FY58GRZ41B/xhH+NNNoDQHxe8a441SIf9uyf4VE/xW8bPk/22y5/uQRj+lVf+ENT/oIN/wB+f/sqd/wh0eP+Qi3/AH5/+yp8zAa3xJ8Zs2f+EivR9Co/pSr8SfGinjxHen/eIP8AMU4eDou+ov8A9+R/jTh4Ot+9/KR6CID+tHMAf8LP8ag5HiG5/wC+E/8AiaRvib41f/mY7wfTYP6VJ/wh1p/z+Tf98D/Gl/4Q6y/5/J/++RRcdym/xC8Yuct4j1D/AL+Y/kKgl8b+KpwRJ4h1Ig/9NzWl/wAIdaHj7bN/3wKcPBtljm8nP/ABRcLswT4m18nJ1vUT/wBvDf40n/CS643B1q/P1uG/xroR4Nsf+fq4/wC+Vp3/AAh2n/8APzc/ktHMF2YMfi7xJAf3Wv6gg9rhv6mrKeP/ABhGuF8SaiB/11rW/wCEO07/AJ73P/jtL/whumf89rr81/wpXFcyj8Q/GJIP/CR3+R0O8f4UD4i+MV6eIbv8dv8AhWsPBul/89br/vpf8KD4M00gfv7r81/wp8wGenxO8YouBrb/AFMKf4U9vil4zPH9uygf7MUef/QatHwRYHOLq5H1CmlHgay7Xlx/3ytHMwM2b4ieL7ldsniK+weMIwX+QFdL4ZnludDSaeV5ZWlk3O7Fienc1Qj8EaepBe4uGHcDArora2gtLZLe2j8uJM4XOTk9SaTdwJhTgKQCngUgACnYoApwoAAOKdigDinAUAcTRWB/wlthn/U3P/fK/wDxVH/CXWH/ADxuf++V59e9AHQZpAc9K5yTxdagr5UEuM/MWAyFz0GG6n17fqG/8JfCbjmGQw44OBvBx1646+3Tn2oA6XPGaO9cyPF0W9i9sxHVQvBz2BOTkfh/9YHi6MRODCxkx8pAwD7H5ie3XPf8SAdQDtIbjj1rP/sPTC3MDrz/AAynj+dYzeLk8tQsR35O4lPlA7YG7Pp1J/GpG8XW4EWyGU8/vMoPb7p3e2eeO1AFC50nUYbqWKOzuHRWIVljJBXsePamDStXPTT5yPdMfzrSPi+Hz+In8kEY+T5iMf72Bz7dPrTl8YW3nNuhl8rA24Ubs9OcsR/L+tAGY2i6u3XT5gPfA/rTl8P6u3/LoR9XX/GtX/hL9P7Q3P8A3yv/AMVSf8Jfp/8Azxuf++V/+KoAzx4a1XvCg+sq08eFdRPJaAfWar//AAmGn/8APG6/75X/AOKo/wCEx0//AJ43X/fK/wDxVAFAeFNSB4ltfxl/+tTv+EW1TvNaf9/P/rVd/wCExsP+eV1/3yv/AMVS/wDCY6f/AM8br/vlf/iqAKa+FdR73FoP+Bn/AApw8KX3e8tR/wB9GrX/AAmOn5/1N1/3yv8A8VR/wmOn/wDPG6/74X/4qgCv/wAIndnrf2//AHw3+FB8KXXQX1sfqjD+lT/8Jjp//PG6/wC+V/8Aiq3beZbi2inQELIgcA9cEZoA5WTwzqcQzGsE3tHJz+RxWbcWt1aHFxbSxf7yHH59K9C/zzTlkYcBiB9aAPNd6+tXrDTLrUt5t1UqnDM7bQD6fWu6ZI3+/FE3+9Ep/mKUAABVVVUdAqgD9KAOWi8LXm4GSa1X/toW/QCuphjEFtDCH3+WgXcRjNLmjNADgaM0najFADqXNMzzS5oAcDS5pmaXNADgaXNNzS5oAcDijNNzS5oAcKWmZpc0APFKDTAaUcUAPopBRQA4dadTAeaXNADs0tNpaAF70opBS0AOpRSdqUUAKKWkFLQA6gUUoHNADh1pwpoHNOAoAcKcBSAU4DigBQKeKQCnigBRTwKQCngUAAFOApQOKcBQB840UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV6XpX/IJs/wDrgn/oIrzSvSdMP/Eps/8Argn/AKCKALwpabRmgB+aM03NAoAfmim5pc80AOozTc0uaAFzS5puaXNADqUU2igB1Lmm0E4oAfkUU0U7vQAopaSjtQAop1NFOzQAuaB1pKdQAdDTuKb3paAFzSjmkFLQA4UtNFKKAHDpS5pB0pe9ADqWkFKOlADhThTRThQAop4FNA5p4oAcBTgKQU8CgBVFPApBT1FADgKcBSCpAKAFA4pwFAFPAoA//9k=", "path": "002493.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002494
Men Tshirts
{ "bytes": 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", "path": "002494.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002495
Men Tshirts
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", "path": "002495.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002496
Men Tshirts
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"path": "002496.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002497
Men Tshirts
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", "path": "002497.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002498
Men Tshirts
{ "bytes": 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", "path": "002498.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002499
Men Tshirts
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", 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