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.
002200
Men Tshirts
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", "path": "002200.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002201
Men Tshirts
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", "path": "002201.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002202
Men Tshirts
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", "path": "002202.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002203
Men Tshirts
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"path": "002203.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002204
Men Tshirts
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", "path": "002204.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002205
Men Tshirts
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", "path": "002205.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002206
Men Tshirts
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RY1TOzS+tQAfOT/vrFX7a6gm+5IrD1Brza50rT1jIk1dY3A6F6p2gls5h9l1AyYPRW4I/x9qTS3K1Z7HGymnHZnrXH6PrU9yoR8Fhxmtu4mmih398dqlSG4GhLLFEheR1VR13HFZVx4g0uPKrcKzDsK5XU4mupt91qDqhPC56U2x/4RmFVUzGR3OMs3U1WjJd0zq/PtNXsZEicOCpyO4NeeeHd8Pi+2h4GycqAfTNd3plhaQSia1UDcOcHtXI6dEkXj53kYIkNwzlj2Gc1dO19DOte2p64lj5V9btalolVmZ0AypB/lWqjMQdy4I/WqemSNcw/ayMLLyg/wBntV+utHmsKKKKYgooooAKKKKACiiigAqrqNrDe6fPbzoHidCGU1aprAMpUjIPBoA+Y/EPl/bRHA37tDx824fga6nwNp0bzvdsg2rwMjqa5vxRaR2mv3ltGSUineNSepwa9D8KWvkaTDxjIBrnqu2h6FBXVzoCo6gCnoppakQjNc6Oq4oTApdgKkVJnNBHrVkFF7eIvueJCw6HFBjGM4FWHXJphFQ7lIozRjnisueNdxyK27jAFZE65Y1LNEzB1UB4HTA6eleW6lb4un7EGvVr2InPevO9dtmFwwA+bNaUZWdjPExvG5U020JureJc+XJyOeh7ivdvCXhiyltI5vtt60kXG0NtCH/ZYdR9K8Z0lSEh80/Kp3KPoea+gPAjGXwxDO64kkYlj/ex3rrjqzzqmkTpwMAD09aWiirOcKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCveAmynAAY+W3B78V826nKY9SI4UAnnsK+mCMgg968U1nw1YT3lwtzM0N/PcOYEA4xms6jsrm9CLk7I5C2uSuoIQwMagAf417BpAB06Ijn5c5rzLUfCs+lmIs5YFhu4r1bSYfK0yBSMYQGsnZ6nTHTRmPrMjkbQOPSuOu7DUL+Vtkvk269eeTXoN5ArsSRVRrWNsjAx2rncrM6oRujkLjw7a3gtjBuhkTh5Dzuq7H4YgttssLDy1j2vGVwGP94Hsa6aG1hjIwg/Glu9pQgAYodW6BUknocxZQul7iHO0nqa66PMkBRueKzrS2CkvjmtODgmpirmhz8+jL9uNxLH5qEEbGGVFZI8G2zzSMJXZWzsQ8eWT6V36AD8aVokPO0fgKrna0MnFNmNoOmTaZZrBJN5m08MetcxfaZd3PjmW3tIt4mmQlcfw45Oa9AxjoMVr6PZxx+ZcgKXlwM45GPetKPvSMcS7QuakaLFEkaDCqAAB2FPoortPMCiiigAooooAKKKKACiiigAooooA8C8eWfkeNLuLb9+UOufRwD/PNeg6fbfZ7KJD2QVznxYtFttbsL/p50YVvcoc/yNb93fvBoH2uBfMlMQMYA6kiueqrs7qEvdJrm9trTb9onjj3dNxxmlg1GzdvluYmPswrzY+Fte1d2u7+9USseA3PHp6Cqt94E1y1XfazJOo5Kq2DU8sV1NXKXRHsazRuMhx+Bp4AJzmvHtButX0q6SC7+0L0+/kg4969O0/U1uoh/e7ik0t0Urvc0XTrUDlQOeKWe4Ecea828U+Ir0u8NqG+8V+XqaSVxt2O1vb62hz5k6L9WrFl1bTy4C3kGSf74rzD+zvEepykpHIsbdfOYAfrWnH8P9QMQaa+iDYztTNNxh1YlUl0R37RiY4Aznoa4jxbbC1uYSRgseT7VqeF7TWtI1JbW6Y3Fk3Huh7EGl+I8SFrIfxM+KSik9GOdR8rujn/AA5p0urXsVpEu55C3ljvn/D/AAr6Q0+zj0+wgtYlASJAvAxnA61478JLCS48RS3m0/Z7WEqGI43njg9+/wCde2V1RR51WV3YWiiiqMgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAErjfFelb9a0jUFjyscpWU9gMcGuyrM8QQyz6FeRwLulMR2D3qZq8WjWjNwmmeba5qVtd297BaFpGtgHbI4Iz2rptKvFn0y3dOhjHeuC8IXgTU7i1vYHUXqNHlx3Fbnh2byPtFkX5hkIUegzXItj0akeWZu3cnPtVdXyaLiTcoPcVXifLGs5K5rB6F0PgVXuHAQk9AM5qQZIqpqcEs9nJFCdrsMZrO2poncntpkW1WaV1UMMqCeoq1aXEcjlt42+ua831fSdRvoI4ZZZYGiGBJG2K1NB07UIbcfaLk+UvHmMck/WtVoKyW536yoW27hmph+lc3o+mwQ3ZnjmmnOTl5Hzn8Owrox/OoluKSsKxGK3NKObJfYmuemyK3dFybLJ/vGt8P8AEcWL+A06KKK7DzwooooAKKKKACiiigAooooAKOgopGGVIoA8o8a3KeJLO6RJ/wB7YkssezhRjnnvWxohJ8NWJfkm3XqPaqjWa6fBriyAcyOOe+V4rUgiWDTreBPupEqj8q5G273PV5IxaUNjn9bu7q1gZrdHP/XNct+ArjdU1zULO0ink2GOdXbazPI6FR0bkYJr014c1Ru7SKWIo9tG+eu5AamMrblyTeiPPtM1S7ubCO6l/dq7KpRXMikkZxg8g88+ld5o/mYTzFxuAP1qnb6LCswPkRgA5AC4xXQxxgGMAABOgxSluUtrMZrUy21oWNeZarqUqEsuIldsAquWJ9q9G8Q4e2VT3OKwrW0KEDaDjoSOlLqNL3Tz7U5dWttQjt4ZCVZhunRDIAu3Ofrnir0Da3GLeQGWQMgMhKlCjdxz1r0NbGVwCuB+FPbTdwzKwJ+lU5LaxEYtO7ZmaXdyq0bPycjPFY/xARpG06RBlPMYceuOK3Z40gbCCoPE1uJNEgmIz5cyN+HeiDCork3wvc6ZqjafJv3XMZbH8ORzmvXB3rzTwbBHceJ4buL/AFYtGIHvnH9a9LFdNKTlG7ODFxjGpZdkLRRRWhzBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFJ1FLRQBwfiq1FpLELeNDNyUYj7uTXE2l09v4q2SdZkwxHQn3r2W+0221GMJcR7sdCOCPxriPGnhe1ttOgutPiWB45AJJN3OD6+tYSptNs7Y4hSiovcrPIu488Ci3GW6Vyct/dW7BSQxJ+53xWjba8iTCJuGz901jKJ0RlY6oKAKzr3VYLNjG3zN2A5NSpeFrdWJUsRkEdqwNsiTz3G0STv0B7Vk1qawbZZuZZL1RuxHGfwNWku4hafY+gOMtXKM+qXcjNMwhAPTrVmPTNXLoY7n5H65XrVpM7IUE1eR1lqgjkD2s2AeqOev0q9b6vE1z9nkBjc9N3euWFlqduoInBcdEYVuW8E1xHA90ieanIK9qU1YxqwUdmbEz/ACj2HWt/QZFl0qNlORkj8jXDarqYiUxl9pNdd4OyfC1mx6sGY/ixregtbnm4p6JG/RRRXScIUUUUAFFFFABRRRQAUUUUAFFFFAHIeJ7FmaXywMzruAPcgYI/lVWGTzLC3f1jXI9OMV1t9aC7ttoA3qdyE9jXGwrJb+daSoUkhlIwfQ8j8Oa56sbanoYepzJRe6LUYB60NGAOcUkTAGp2AK5rBHUyBIl64pdpMmM0pO0e1U4dW05tTNkl7A10vJhDjcPwoAh1pC0S57VRsnBIGefSr3iG7t7e38yaVUUd2OBWHBcW7pFcQTK6ueCO9J7lLY6iHGyiYfIagtZQVHPGKlmkXYeaQjn7vm4x607W4WutMsbCMhZJZCxLdAFH/wBcUsi7rsfWr+laa+ua4GVwltZRhXPqWOSPyAq6avoTVko2bNHwBpRtrdrk5KhfKjYjG7nLEe2eK7eo4okgiWKJAiKMKoHAqSu2KsrHk1KjqScmLRRRTICiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAErO1uyGoaPc22AS6HGexrSppAZSD0ND1GnZ3PnzWYZ7SWWYBiwO0k/w1kQyQ3VyN7yBxzuHrXf+M9Oeyupp44y0THEoxnHvXBJaWk1wJracA5+ZQenvXNY777HU6Vekjyd4lCjqo7e9aEnHzHjvXPWVyYWCqY9w68ctXS2RS6hXzCC1YzTubwaMy7DOuQDkdxVW38QTwuIVWRiOntXWpYQqNxAIqWLS7ONxOIE3+vc0k2dEajSKOntcXWJJww9MmtknZFuPGKsJHEDgKqnGcVj6/qMVlGAWxzye1J3bInK+pyvi2ZvNVIxmeYhEAPUk4r2fRbI6fotlaN96KFVb645/WvGvC1pJ4h8cQ3syBrK1cNkjgt2Fe6V2Utjy8Q25C0UUVqc4UUUUAFFFFABRRRQAUUUUAFFFFACVxniRxa+IYnPCXEABPupI/qK7OuQ8eQMLK0vVBIhkKPgcgMOv5gfnUzV0aUpcs0yCI59KdPKEUZYAHuaw9M1aNpPJfO4tgd6z/Fttqd06C03+WnI2nrXDbU9Xm0OgutTtbe2ZmljICngnrXHt4o02G5DRWEZDk5l2jcPx61l2aWyG4GoyXrylCrKYyAo9j3rVhgsr23X7LpjSoEALAHJWtLRElNmbrHiaK5t99qpkI5+cZArJsfE4juEa4TCnjcB0rrxp8aW/kW+iheDvynP45rmdVksrdlgNhE7hd2ITkAeh7CnaPYfLPozoLPxdpzuqrN3wfauhNys0PmIwKkda8xtfD0usE3MVnHaID8mCcufeuke6Oj6ILWQhZyucelZuKvoClJaSL95qARz5Zy3QfWu5+H1q0OkXMznLyzkMf8AdAFeS2V0J4GMvVckc9cc8V7j4WsmsPDNhA4/e+UHk9dzfMf510UY2OPFTukjZooorc4gooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAOX8Q24ExbblJF+bPOa8j8ReHJYLs3+kMI5G/1kHZ69w1uAS2JfHMZz+Fee6lD+83EDcDj6VyzfLM76Xv07djy2PVUWYieIpcLw69K3bPxEYHj6AH3rV1Lw3ZamWlnj2vjh04NcBqOn3NiXjXJCnh16mjSQ7OJ6PF4jE0hV3CqPerza8oi37gdvTBrxv7fcKFTBPqelXhrdxFD5SD73GetJwsXGqeox+JY1hMwfJzyCawNWvbrxJqaWNopOcbj2A7muc0mw1fWbuOKCKSOFj80kgwo9xXrXh3w7b6LZBcb525kkPVjUtqA1eZb0jTotJsI7aBcBMZx3Pc11r69p1tbRy3V3HFuHRjzmsIjC9OPQVga7p8OpWskU3yk/dkHVaiNZwuKtRU16HSyfEHQ1u0topJJnfoY1/WultbmO7t0mjPysM/SvD/C2iT2M0t1fuJJy2yIjoqf/AF69T8MXPyy2xPT5gD+tOji3Opys82Ss7HSUUUV3iCiiigAooooAKKKKACiiigAqjq9gmqaVc2MjFRMhUMP4T2P54q9RQB4C8r2OpR2lwHW5ikMbr0OQf8/hXa2iyXH2cmbAUfMvqPSqPxL0CZr9tb05S08aL58ajllAxuHqQKoeHdbF55Y+8ueh4x9a5Ki10PSpSvFNnQalYrPmZIx5gHIH8QrAazIy9pcSW7EYYI2OK7J4xJBwcMw6+lcL4i03XI5HexYMMdQvJqI72OqFSy1CW2upkZZr+Voy25l8zG7/ACKqR6dBMwgtYlSMfecDgCsGOz8YST7JwVUAEhgBkV22jWNzHbI93Kp47HFVLQr2yeyLdvAtvaBQoCjhR7VxXi6dHm2uc4bAI/lXU61ehEARlCJyQxxn6V57qlzcapqK2sEReZ+gHOKmK1uzCT0Oi8Dac3iDxLb223NtbjzJyORtB6H6nj86+gBxXCfDbQ4tCsJ4VbzJpMPLJ/eP+Fd3XXDY82q3zWYtFFFWZBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAQ3Sh7WVT3U1wF7GCDkdOtaeu+MobbXrTQ7Yhpp2Kyt/dHpVG6AKZ9RXJVmpPToduGi0mzFY4R07dq5HVbc+eDjAPaununKSkdKxb1DJMO9Y6o61bqY66fHIRmJT9VrZ03RIPMV/JQf8AAeKsWlnvxkVv2luEI4pNvuOyXQuafarEqhVAHtWsvbIqtEBgVY3BRknGO5peoN9hXYKpJOABXOXdw13OyR/6sdTUuoal9oYwQkiIfeb1NVUyq4UfKK5KtTojixGJ05YkqKFAFXrW8ktLhJoz8ydvUVR8zaDx9PekSbaATzjn/wCtXNCTUuZHCm92el2d7FfW6yxsORyvcGrNeTpPMspmimkic91bFbNp4o1S1wJClwv+1wa9anjovSSKPQKK5m18ZWcmFuYpIG+mRW3bajZ3n/HvcRufQHmuyFWE9mBbooorUAooooAKKKKAEoorlfGPjC38MWYCqJryQZjjJ4A/vN7Um0ldl0qU6s1CCu2WNYP+nEf7IrzPxN4XurC4OraDlWLB5rYH5W919zXZaNfXGr6LY390weeaIO5AwOp7VoNHuXBrklK7uj0Iw5FyPoef2PjlLhPmygRdpjcYbd7iteLxRbySxouORuyx/hxVLxF4Js9Uledcw3B/5aJ8pP1ri7vwRr1uxMF7FIijChsg4+tO6Ksz0G71uAOjEKUPBcdBXMzeJ7QyuqSZRc4z2+lc3J4f8U3CCJzEI++ZcYpbPwHdO6m9vFCZyUiJz+dHuoPevoia81t9TuxY2IMsshxk8hfc11Ph/wAPR6VAZJG8y6fBklI5z6D0qxo+i2umQqlvCqD17mtkJtWolK+iLStqzo/DU8UAfzHWPftVdzAbj6DPeurzXifj1yvgpnXO+O6icEdQM8mtr4V+NZ9WT+xtRlMk8aboJGPzMo6qfUj1renUStFnPWwkpRdaOy3PU6KKK3PPCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqC6dorSV1GWVSRU9Z2qXkVvayIXHmsuFUHnmonJRi2wPnnxTqk2heP7DUJMmNWLEnuD1r1CG6jvNNt7uM/u5k3L9K4P4qaQs2kQXWMSJJtVhTvDvihF0K0sZQFaFNmfauCGsE0dtCatY6XUIQx3Vni2DuM1qQTJeQKVOc1Y/s4kBgOKZ1IgtoEjWr0HL8VSmUwpknHv2FRReINJtiI3uh5g6+hP1qJSSJlUjH4mdBvVBycVm3l3JcAxo22MdT61ztz450j7S8E12sW04yRx+dTR+IdGlXcuqWxB/2sVz1JyeiWhyVsRdWiaawrgcYUCmSSqnSqD6/oqrmTVbcD/fqm3i/w3HIFF8JG9hXNyTfQ47dTXXfJyeB6Gg/p3qMXsN3Gkls2UfnOKdvGaVrAP4FOyKiB5p456UwuSg4/+vSr8jBk3K3YqcGmipMii9h3NWx8Q6hZna0vnR+kvUfjXUWHiCyvSELGGU/wScfke9cICOtLjNdVLGVIb6oLnqHbiiuG03XrqxIjkJngHZjyv0NddZajbahHvgkBPdc8ivTo4iFXbcZb7UlLWbqet6bpMe69u44vRSeT9AOa6Bxi5O0Vdmg7BELE4A5r5w8aapJq2r3lw7fK8hVc/wAKA4A/Kuy8ReOLrV7p7azZ4LBeuOHl+p7D2rz3UE80OOpxXDXrKTUUfW5RllSjGVWpo2tD2vSkji0u0hiGEjhVQPYCtFFzWD4aulutItJVbcGiX88c10KdKaR49VOMrPcq3EYPbNU3t1P8NaroCtVzHwRQ0TFmLcQIMkcHFZ5hAOcVvXFvkVSa2+fpWZsmQQxcA0+QYBNXUhwlVbhQBVJE31OM8dzY8MXUefvbQB75rkPCl9NpWr2t3GfmjkDfX1H5VreOr4T3MWnxtkIfMk/pXPW58uQHpiolK2x7mX4Xmpvm2Z9PaVrmn6xHm0nVnABeMnDp9RWnkYr5ltdaubC7hurado54vuOp5Ht7j612nh/4zXEUot9ftFkjzj7RbjDAepXofwrqp4hS0Z42OyapRfNS96P4ns9FZ2k61p+tWgudPu47iLvtPKn0I6g/WtGug8Vpp2YtFFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooASkJAGScAVn32sWtkCC29wPug/1ritU1m/1qUwQyGG1P3tvGRXNVxEKfmwNbW/GYjlaw0VBc3nRpP4Ivc+tYE93FotjJf6vfE9Xlmc8uf7qisHWvEKeFrHGn6eZ5mO3zH6Z9/WvMNXuNb8R3Jnv5ZH5+WMZ2r9BXE5yrvV2Q7h4n8Z3fifWN5ZoLGEkQw9sepqtY3csKs/DR5+4Ov1qL/hH7vAk8s478U690W5srA3BJ25HzDsPSuqDgkoREpcruj0Lw3qrSxRvE4dM4Izyv1r06CeBNP8AOlYKirksf6V80aHqF1YXqC3ZmlZgAn/PTPY17KZ5rmyit5xtwuXQHgGs8Taj8zsWJXJ5kOt6m14zxxNtiPRV6tXNS6GJYSxL9zz0BrqFtkA5UbfT1psib8Dog7eteeqjvc4ZScndnB/8IZNLmWaQj0Gev1pE8DyM2XkAHau8xnkU9V9eTWnt5iuzkrXwRZrgzEufSte38K6ZEQwgBx61tKvPNTIueKiVWT3ASNBGgVVAUDAAFSKuacFxUijjpWLYCKlOAAp6jikNACU4EU0nimplqAJlJNKZABhfmb27VC7nOxevfFULjVrSxBDSB3/uRnJ/E9qqMHLY1o4erXly04ts1MOwyTjPYVDLq1lojiQzmOYchI2yxP0/xrk77xJeXIKQnyI/9j7x/GsVnYnJ5J71tCmoPmb1PpMHw5OXvV3Zdkdpq/xK1e/QxWhSyi6EpzI349vwrjprqa4m3yyu7k5ZmYkt9TURPFNB+YVtOpKW7PpsNgKGHVqcbF6CTAbnrUcuCxpiHbmml+azOux2PgfVhbvJp0pwMl4s+ncfh/WvRYJQ6hgcivDIpXhmSaJsOhyp9DXoWheJre72RvMIbgj7jnGfpXTSn0Z8xmeAlGbqxWjO5zxULdaqDUochDLHvPQBxzTHvirYYDFbNnickluiaTmofL3NnFPEiyDINSIvepHqRuoVea5vxDrEOmWjPkNKeFUVoazq62iMq8tivL9ZvXu7gl33H+VKUrHZhMK600jGnZ7i4kuJW3SSMWJNQk4NSyt2qFVLGua/c+rjBRSihRksKixuB+tWAuM1FGuPxpoHHUt6Zqd9pVyJrK6lt5R/FG5H4H1r0TRvixqluFTUYEvE7suI3/Pof0rzQLUyCrjVnHZnNWy6hXXvxv59T6G0Tx1oWuFY4bsQXB/5YXA2Nn2zwfwrpjyOlfK5+b72T79xXTaH4717QisaXX2m2X/llPlhj2PUfnXTDEp/EeBi+Hpx96g7rsz6Cpa4fQ/iZo2qBY7omxuD/DKfkJ9m/wAcV2kM0c0YeJ1dT0KnIP411KSex4FXD1aL5akbEtFFFMxCiiigAooooAKKKKACiiigAooooAKKKKAEpaSsnUdbisyY4sSSjqOwrOdSMFeTA0Li6itY98rhR6dzXM6pr8smUiJSP26msu91Ga6lLytu9Pas9nLt3rzK+LlLSGiAJ3acgsSB6dqkjGxOOPSkRMnJ7U5m3dOlcTYrmfe2kd2MTLvA5ANUl0qBOkaithxUZXijmewmZ40+JFwIwfWsbxDp8R8PXionAXcPwrpmGOay9RRpraWFQf3ilfzq6c2pJiOK8E6Ak17Jq8yZWPKwAjgtjk13YRenABH51XtLaPStOtrNfliRdhJP5mgyFnBTKjblkJzzmtK03Um30Fza2JXbJ45FQ4LdeBSb2HB5NTJG8mMjArAdhgAxwOaeqE44qysAAqZYfai4FdI/WpkjxUyxgUu0CkBGF5p2OKUjFJmgABx1ppPFBNMbJGByaB7iu2IyaqXWo2+nRfvWLSkZEa9fx9KoarriQAwWpDOPvSdh9P8AGuZkkeRy7MSxOSSetbxpJayPpMtyKVW1WvpHt1ZfvNZuroMm/wAuM/wJwD9e5rOJJ5NJRWrb2Pr6OHpUYqNONkNooNFSbWGkUw8GpCKbtzTGScBh70rIMEnt1zUH+kFjhkQdsDJpj2/mjEru49CePyoW+pLv0IJtRAPl2i+a4OCw+6tSwRCM+Y+WlP8AGxyfw9KbFapbMfKXap6gVYzgVT8iYwl/y8/4BLFOYZ0kQgSKwZT6kc13Ft4iS7jUnAJAJHpXnMwlEOEcMSeF28/nVpZZLeaNwcDOGq4tp2Z5eYYf2sHOK1ieq2V27MME4Nad/qNrpemtdXknlxrwO5Y+gHeue0a8gh09rq4kCxRJuZj2/wD11514m8SXGuXrSs+2FPliiB4Uf41tJpI8TD4R1567Lcva94uF1cSfZo22Z4Z+uPpWBHdx3J+VsN3U9aofM5wB171KLMOOfvf3hWDd9z6KhT9lpTWhc8sk81IkVRRRTxDAl3gdnGf1qcSSAcxofo1Qzsiu6GSnZC7Y56CoduCPpUkxkkCrsCgHJ+bNDjocUIGrsQD0qVRTVHFPU80XGh3SnAccUnUUqnNBbSuH6GtPStf1PRpVayu5YwP4QcqfqOlZpwetJimpNbMwrUIVFyzV0ey+HfibZ3yrDqqi1m6eYvMbf4V3kUyTxCSJ1dGGVZTkEV8vhivIrsPCHja40CUW87NNZu3MZP3PdfSuyniekj5fMMiSTnQ+7/I9160VT0/UbfU7RLm1kEkbjgjt7H0NXM8V2Hy7i4uz3FooooAKKKKACiiigAooooAKKKKAMXXtSazgEURxI45PcCuOllZz97IPQ9zV3WLr7TqM5zlQ21foKx2YlsCvDxVR1JvshMeWZjgGpEXH1pEXHSpMYFc9xDS2TtHT1p2OKRQKGOBSAa1RkZpxao2b86AGTOFXrWJBdG61oQrzGilif5VpXALKaz9LgWKWd/484NVERYvn2vGrKGVuCPepbe0EfzKAoPamzR+dICf4auLyijNHSwWQ0QpkZQVJtA6CkA4p4HFSAmKXmg0UgFGaCaTNNY0wFJphPFIW5prNQAE81ia5qLwn7LESMqDIR1Oeg+mK1mdUVnb7qAsR6+1cdqMrS3jSMfmfk1vRjb3j6Lh/BKtVdWa0j+ZVJyc0YpKM1pc+5SA0nSlzmgikOwmKTFLRQA2lHWgjikoAXApO9KKXigBhFN2j61L2ptAEG7ypPapJQJIjjnimXC5TcPSoEn2RMxHQcVSJk004sn1DVpmsI7JWIQcsB3PvWVHbtK25ugqeKFpX3v35q3tVV2inzM5qWHjGNloiukAUdKmVMdqeF6UoFI6IxsIB60Yp2KSkWNNI4+Wn4pCOKBNDEFDDBzSgYNOddy8daCbaDkwRSLw5BpiH9KWU4w4oG9rkxXjIptOR8ih15yKaG9dRhGKiDHdnPTipZTtjJqFB8gPrTMZ6ux2ngrxXNot4Edma3cgOnqPUe9e5W88dzbpPCwaORQysO4NfLsUhicEHHNex/DPxB9qtn0yZhujG6Lnt3H9a7MNU+yz5XPMCuX28Fqtz0aiiiuw+XCiiigAooooAKKKKACqt/P8AZ7CaXOCqHH1q1WH4mnMenBB/G3P0FZ1ZcsGwOKkkIcse6k1SSTdcsB0UA5p97MIhKS2AImNZ+kytJpcEj53SZPPXGeK8DUTNyP7uakJ4qNOEA706pEJTWOcClNMY46UANY4ppXcKUDPJpc0CGMg2kYrPiiaIyny2IZ+1aDvgH1qFldVGXxnkimA1XPQQtn1qMNMsykoVXvmpQrdpBT9nGS5PtQA8GnZqNDT+tIABo60mOeKCcUABNRluKCcZ5phNAC7qQnNJnmj3pgZ+rSmKy2g4MjdfYf8A165W4YM3+7W34gmP2gRZ4jUD8ep/nWBKf3p9CBXUlZJH6Lk2H9hhYp7vX7xM80uQKiZtsgz3p7cUHrjqKQUtIYUUUUAJSGnGkIoENxRg0vSloAO1NPHNOooAjkGY2Ge9UhBwE7Z3Grbn5seoqjqcrxxIkfVzyfaqir6GVWSjFyauWFbd8qfdHU07YAcCq+mszwvuXCg4FXByaHpoOnLnhzDcUYp2KTFSaCUU7FGKAG0U7FNoASnLyMU2gHBpi6kbjZJ9akA3KynvSyrvT3qNHAGGODQLZiRPj5T2qyCCKqTYD716HrU8LbhVMIvoQTvlgtPIwQvtUDfPcdf4sVNnMp9uKEY76ga3vC+rPpesW1yrcI4JHqO4/KsEipLdikqnPeqi7NMwr01Ug4S2Z9RxyLNCjochlBB9jT657wTfnUPC9o7NueMGNvw6fpiuir1U7q5+cVYOnNwfRi0UUUyAooooAKKKKACuS8XTHfHGDwqEmutrhvFT79QmX0QCuTGStTA4vW3JSVF6vA2KdazLLJBCoAEaAH8qpavMYZrJieN5RvxqXSRu1S+PZCMV5VvduI6MHv607dUQOKUGsgHE5pppc00kUCCmscCgmo2Oc0xDcgtk0ySTc3Wl6DNRnOTQA9WFPzxwKhWnBiaARKvFOqPNIzH1oAk3YPWmO1R7qazUAKWppNMyaM0APzSry4HqajJp0Zy6/WmldlQV5WOW1eXzLyU5zlj/ADrLkPAP4VbvCWlaqR5Uiup7n6nRilTSQyfmPcO3enbt0at6iowRIhTpkfrRbkmPaeGVsUjXqWOFAzSg5NQB/NmbHReKnFIpO46igUtAxuKKdikoAbiilooAbikJpxptAiF/9YAPemuu9gTzUjj94h98Uu3pTFboIFKqMClU5p1JikV5BRiigDNABijFLikoASkPSnU09KBDTSEU6mmmJgGxUUyA/MOvenGmFttOxLZGCFO0n5W4+lSWzYZ1P8IqtcjEbFO4yPrTopN0fmj+OP8AWqMlP3rCWp3Tbj6lqsR52Fz3NVbb/UsR/Edo+neroGAqelDFT1DtSA4IpzcECmGhBPue0fCi7MulXUBP+rdWH4jH9K9D715J8JJ/9Ou4s/eiBx9D/wDXr1vvXp0XeCPz/NYcmKlYdRRRWh54UUUUAFFFFACVwXiU41iceoH8q72uA8VnbrEmOuB/KuHHfw16gcF4gjaawnCffi/eqfpT/Dd2k6XE+RmTY2PfpU1+xU+YBuAHI9RXPaGHtNcNijZjkYSQ/wC0M5I/CvPirxEegcDigGllx5px0pgIrECTNNY5NICM9aaWHagQpOKYelKT3pCR2oEMOaiapSTioWPWgAHTrTgwBpmT6UmfWgCbf6Uwt71GDQ7UAKWqNm55oFIwzTAXPvS5pi06gBSeafFkyDFRA81IvGWB6An9DTj8SNaSvUS8zjbw7bk+nBqq/rVzUFzIGH0qmOV5roe5+pU17iKzny5M9Ffv700TgSFSNrMOPeppYw8ZX1qiwMibW/1iHg00rjloXLMDa/1q3VK0fJbI681dzUvcqOwopRSA0tIsXBpMU7NITTAZRSmkNACGm4p1ITQAxuoOe4oFBoFAhaSlooAOKKKMUDCilpDQAlJmjNIelAgNMNKTTCaYmxrHmoXanu1V2aqRhJiMwKlexFUo5WWxWMfeLED86tOcVRhk3XDOo4jOFHqxrSKOOrK0lbc04FAdU6pEuD7mrsYyxZunU1Bbw7EC9T1Y+pqxJ8sYQdTWb3O2EbRGA7mZqaae3yRhR1NRtTJmegfCufZ4jVCQN8TL/X+le2jtXz34Euxa+JLNicZlC/nx/WvoQV34Z+4fE55DlxKl3QtFFFdB4oUUUUAFFFFABXDeMY9moCU9GQf4V3Nch40jB8hjwGUrn3rlxcb02B51e/I7Rt0+8p9q5aW5+yanC68PFJ5kX9V/EV1F/udTkcx8D6VyOtREHcO/IPpXm092hHpjOssazqfkcBwPQGoi1YPhHV/7S0g2srZuLU4x3KHoa3GAQZNYyVnYY7d60gJ71EJNxp+T3NSSSMwApm4Ux2qInmgRMx4qMkZpxGFqPOTQAueKYelP7U00ANQ8GlNItOoAb0pDzStSUwG4w1PBzTWoU0AOxilY4t5T6Rt/L/69IeaiuSFspyf7oA/MVdP4kdOEhz4iEe7X5nL3J3bvzFU+QasyN8386rsMMRW3mfqMBh61VuYzgSpyw6+4q0RUchyvXpQgkrlOCdfM4OM+taUbBlzWDeKUJkTsfmHoa1LGbzVGD1Gaclpcyp1Pe5WXc0uaSkzUG5JmjNR55paAuOpGopDTATNNzS0hNAxpoopRQSFL2pKXtQMBS0lGaBi03NKTTTQAh4phNKSaYaCGGaYx4ozUbNxTIbGO1QtTmNMNUYSZVurlYUOeuOB603T1AxnqOT9ar6kAQj45Vvzqewbdj9frW1rQOBTcsRaXQ3Yvug1Iq5bcajj+6KkJwpx1PFYHsdCM/PIT2HSo2PPFS42qTUOOaaMZmhpM5gvI3BwVYEYr6Vsblbywt7lekkav+Yr5fgcpKD6Gvfvh9qS6h4YiTcC9ufLb6dRXXhnZtHy+f0W4RqLpp951tFFFdp8uFFFFABRRRQAlcx41Uf2bC3pJ/SunrnvGKg6Lk9nFc+I/hMDzKfByx54wa5LWiNpXt2rqb0+Wh9v5VyGrPvZueO1eVTWtxMztK1OXSNViu06EhZB2YelekPdiSzefpk4A9K8oc44J4rsfDmuQXUTafdOFlI+Xd3+laVYXV0COhhuN+PSrSOWrNtgcsP7taFvyK5X3EyRzTF5YUrck0RDLUhEknYVGQKfJ97rURPNADugptO7U2gBOlLSGhelMBTTM089KYBQAhPzYpR0ppPzU9elACgiq2pOE09vVmAH4ZNWDWdrMmIYogMcFj/L+laU17x6mTUvaYyHlqc9I3JqMnIpX602tT9GQ01BKcCps8YqvP0oQ2zOuWwSxGQeGHqKs6PEYoZSDnL4U+1ULp8E56Vq6apWxhJ7jNXL4TkhZ1l5F3pSZpTTTWZ2C0o60ynDrSAkpDQOlNJpgITSE0UUCEpaKKBhRRS0AJRmkJpM0AKTTSRSnmo2oE2BNMJpTzUbcUyWwY1C54pxNRsfWqRkxp6Uw9KecYpppmZQ1BC1q/HIGaj0xshT61cnXcjDHas7TDtcqf4TitY6wsedNcmJi+6OmhPyipT0qGA/KKmJA6msEeythrc1G3WnMSeg/Ooz15pmUgT71etfCWYCe7hLHc0YYDtwf/r15MODXX+BNWbTdet36ozCNx7NxW1J2mmeXmVJ1MNOK7XPoCiiivSPgwooooAKKKKACuf8AFmDpaof4nxXQVy/i6bCQxHpy1c+KdqTA8w1LiIknkfK1cRfviQoTx2Ndzq2N7EfdYfMK4PUUKSFSMrng+leZTEzMfk81HGpeVCDh1YFTnoQac3oT+NMU/OMcYrqS0BHq1shWJmPRlX+VXbcYjJ9Kq2TifSbR+7RirgG2PHrXnS3Exp6U+L7uaiOalT7nJqRDX+9Uf8dPIyaj6tQA8mkoopgBpo4pTSdqAFJ4pAOKKBQAxhzmnrTW4NOHSgBcVla4D5kP/XL+prVzzWbra5ED442Yz+Na0up7eQNLFq/ZnNyqVbmmDNWZiDgGoCAOlWffIic4FVJ2+XIq259s/SqM7DB9PpVIJPQyLxvlaujtF22kI9EFc3dgENXS2x/0aL/cH8qufwnLQ1qv0/UmzxTCc0tGKxO0bTgOaUDmlximAHgVGTTnOBTFGaBDlGacaBQaBiYpKWm0AL3ooo7UANam5pzU2gQuaY1OpDTEyHNDDNI/BoBzQQyI5HWkwKkZSeaj+tUiGMIppp7c0w0yGRSdDWVaHbeSp6NWs/3TWSFZNSdsEK3c1rT2Z52L92cJeZ0cH3RzU/GKp2zHYKvQxS3DiOCJpXP8KDJNY2PTVRKN2MaoyQK6rT/A2q3uHugtnGefn5c/gK6a08JafpbBhH50n/PSXkj6DoKtQZ5tfMqVPSLuzz6w0W+1AqyRFIj/AMtH4H/169P8AeHbC21JnkjEs8aFleQdDxyBUcygZxitrwWc6nN7Rf1Fb0opTR4WPxtWrTd3Y7uiiiu4+eCiiigAooooASuN8YuDOin+FK7KuY8U2SXbx/NscJ1/GubFxcqTSKjFydkeUauvBIJri72RtxBOfrXe63pF5EXxHuB7pXB39tcpId8T/iK8+nFrcHTktzLkVW6rUaqu7vTpFkGQVIqHDZxzmukmzPXdIT/iTWIHQRir0mAMCqPh4+Z4dsDjny6vPya82fxEsiqUdBTKfnAqRDO9MPBp3ekf2pgJ70Z4pAaU9KAG5pc8U2nE8UAIOlOFMHQU8daAEfiheRSnNIoFAAelK2nSanbSRREeanzoD37EUpHFaGif6+Uf7I/nWlJXmkdGEqSp1ozjujz27ilt52hmRkkU8qwwRUDHivYLvS7LVYfLvLdZPRujD6GuZu/hyr5axvinosy5/UV0um+h9vQzik4pVVZnn7NxVK4PBrsrzwJrVuDtFvKPVZMfoa5+98P6lbZ82DH0YGlyNHb9cozXuyOWuifmrpbUf6On+6B+lZUWnNPqcFvIvDyBSPxrpNRtBYardWgGFilKrjpjtVVF7tyMJWi6zin0K2BRx60h60VgemKBQaWkbpTGMY0irzTTyamUcUCF7U09adTT1oAKaeaU02gQopaaOtOoGMbrTac3WmGgkWjtSUdqAI5FyKhBw1WSKruMGqWpElbUdkGonXuKepoPSmJ6ogNNbpTnBBph60zGQ08nFeiaf4FsdR+FB1eSJ11CHzp4pEONy5xhh3GBXnoHPA57V9LaJo/2bwFbaVjlrLYQf7zKSf1NdOGje54Gd13TULOzueSeF/D2mTqslxEZj6Oxx+Vei2lnaWkYW2tooeP4FAzXBeF5DGAjcFTgj6V38DFkFK2pw1qs5bslc8VUlPGKtN096qy85pnKjJnxk1seCiBqs4J5MX9RWPcY3H1rR8JNt1xf9pWX9KdP40FbWmz0Siiiu08kKKKKACiiigArnNcfN1gfwqAa6PtXK6y+b2T8BWNd+4b4de+c3qJ4NcteAEnIB/Cumv2BBrmbw8muRHczAvI0yfkX8qyHiDS4VQPwrXvD1qjbx+ZcCmjJxXY7nw6m3QbfP8IIqdjyaXSFEegxD60xjzXnT+JnBU3F60MSBSA0jk1BmNyc0N0pM0p5FMBg608nime9ObhaAGU9ulNUZxTyPegBg608dab0NKDzQA4jNJjBpc0gODQA48ir+ijE8p/2R/OqPStDScDzWx3ArWh8aNqH8RG9E1WlOFqlH0qwZAE6813I9N6kF5LhTg1xmuOSGNdVdv8AKa4zXJcAjtRLY6qC945fTk/4nqyn7sWXP4CrepkvqEj9yqf+gis65m+xadcXQOGd0jU/jk/oP1q7cSidkmA4kjRv0qKnwo9LLp3xjXl+qK/WkA5pTSCuY+nHYpj+1OqJzzTBgoyalA4piU+gEFIRS0h6UgGmm049KbTAB1p1IKWgBrCo6eaZQSwpKWkoAU1FIOKlpjimhS2K3Q048ikcc0mcCqMhrVHjJ4pzUqfeFMzZb0a3F1rlhbMCRLcRoR9WFfVKgAADoK+cvh7px1Hx1p6YykLmd/ooyP1xX0eK7sKrQufH5/O9aMOy/M8Rltf7N8Vaja4wFuH2j2JyP0NddYyZjHI6VmeO7M2XiuK8UfJcxhv+BLwf0xU+muSgqJK0miFLnpRl5Gsx561Xm71KDmq8p+XmpIRmXYxk1L4cn8vXLdj0MgU/jxUd4jbc1W0mbytWiY8bWDfkaI6SQ5q8Gj12ikByARS13HjhRRRQAUUUUAJXFapIPtUjZ6sa7C6kEVrI5OMKTXAajcfMPbrXNiHokdeFWrZmXsg5xXPXZyTWtdyAk1i3T9a5zqMS8PJpNMi3TEntSXXLHFaGkw/uZGI7U0QdHpcgfR0UHlWINK5545pthbm2sQCCGdixpxQeprzqnxM86puIKRuad0FMPGakzG0pPFAPek7UAN74p7D5aYOtPb7tADUPOKf2pictUvagCPpSE0HrTe9AEqmg9eKQUfjQA4H1rV01QLcnuzGskVt20RVY0z0Az9a6MOryudWEjepfsaaZVage4wcZqcviI+uK5y8vvLnAz1612dD04q5oXc2Y89q4jXZ9zbBmupkl325I9K4vViWuQD3NSdVJWZz/AInYLHp9ovXaZW+rHA/ka2JlCCJQMBYox/46KwfE77vECJgjy44l5+g/xrfvBiYjpgL/ACFKt8Jpkb5sZNvt+qKxpV+7mm048ACuY+xENR9TT2poHNAEijiik6UZpDFptOptAhDTadTTTAWiiigBp60yntTKCWGaTOTQelMJwaZI+kJ4puaWgLkMg5NRGppBwarZqkZTFzzzSpw4+tMHNPx8wNMzPWfg3pRE+p6o68DFuhI/4E39K9drlvAGnx6f4OsPL63C+e5925/lgV1Ir1KceWCR+fY+t7bETl5nKePdNF5oX2lR+8tG3g/7J4b+n5Vxmj3OVFer3lut1ZzwOPllRkP4jFeK2LtbXMkDHDRsVP4HFZVl1NsHK8XE7ASEr1oC7+TWal3wv860ITuAINYnRaxDdRAqRWNH+5v0J9fzroZk3LmuevlMcoYZ4PWls7jWqset2j+ZZwSHq0ak/lU5rL8P3K3Wh2sinPybT7EVqV3LY8aSs2haKKKYgooooAzdZlKWJUEZcgfhXnmpzfvXHf0rs/EE+GC5G1Fz+NedXsxMjc9TXDXledj0cPG0LlSacHOTWdO4OafcSFZMetVJW4rK5s0U5Rlvxre0aHdCAeQDmsMDL/jXTaSm2y3Uqk+WNzCrLljc0Gb5B7dKhJpz5C1ED71wdbnmtik0xhmnHpTDxQIMdqXtSE5GaAaAGnk04n5eaaTlsZpxyRQAicPU1RgfNUmKAInBzUffmpnFQkc0wHClzz0pBQc0AWbRPNukUj5c5P0Fb1uASd2M1jaaP3zNnomPzrVicgAg8V2YdWhfuejg4+62Wrk7I3bJ6cVxWsMTJ8p+auwnffEQTXJampE4Yc810HfTNHTALqwRs9ju9q5XV2ifVkjj5UNyfWt1br7PoskUR/eSyEn2Fc3cxEXiN6GkbxvqznvF1u0evXLjpuUj8AK3bxxK8cg6PFG3/joqLxVGk927D7wxn8qXaTY2bYwPJC/ipI/wrKo7pk5DO2Ma7pkOOeKG608cAmo6wPtxCaBQetAoAWnACm04UhhTadSHpQA0000p60hpiDijNJS0CGk0w040zvQSxT0qJ6lpjjimSxgNPFRdKkU8UCQj9DVJs5q8wyKqOOTVIzqIiB5qwg3Rn1WoCtWbFVe6jic4SQhGPoCcZqluYydots+lfBylPCGkqwIItI+v0reqvaQpb2kMMeNkaKi49AMVPXqrRH5xN80mwrxrX7cW/i+9QABTLuAHvzXsnpXkni5f+KxunHbaP/HRWdXY6cE/3jQsUPAOcrWnbHjFUbTGwjtjIq9ANoBNcyPRbLeODisfUlAUggc+lajSkKT0ArHvpN44oZKWp1PgS6321zbH+Bg6/jwf5V2FeceCpvJ1zy8/LKjL+PX+lej11U3eJ5mIjaoxaKKK0MBO9RyOI42c9AM1JWXrdx5VoIx1kOPwqZOyuVGPNJI5nV7hpkc55c5NcLqMpjlz2rr71961xur9SBXm3u7nrctlYzL6X5UdTxiq8ku5Mg9qimcmMp71AWITBNNIVxRIxfiu3s08qyhQ9QuT+NcHCxM6KO7AV6ABg49ABWGIeljixL6DXOabx2pWHJqPFcxxsdnApg9aX2pelAhCQO3Wkzxikxnk0vHWgBOPT86X8KOtKDQAvNOBphPNOzkUAIajIqQ9KZ3pgMyc0ucig8UZoAv6flYpWIOCQOK0Y2+XgVQsk3WzZJUbs5FW4kJ6Djpmu+mvcR62GVqSJJGyhz1rn9QB6+lb8v7tD7Vh3w+Xd2NaHZAyXYjPbNVGOZ0VumcVZamrF5k6ADnIo3Z0aJGVqiG/12WGLOA2CfpW/faaF0MOq4MBDZx2PB/pTdI07dqNzOw+/K34c1sa/ciz0cwoQHuD5Y+nVj+X86x6u5zZdBwqxkt2zh3GFHvUdSOcnpTDWB92thp60o4o6mimMKcPrTacKQBSHpS0dqAGUw9ae1R0xBTu1N706gQw0w9aeajPWmSxRSGilxkUCK7cNTkbmiSoxw1OxmWD0qtKOc96nHIqOQcUIctiDG7ilAIPUikBwauLGJbUyL1Q/NVGEkran0n4WvW1Lwvpt4w+aW3Qt9cYP8q2c1g+DrZrPwdpUDgq62yZB9SM/wBa3q9aOyPzitZVJW2uwryXxgm3xdde+w/+OivWq8y8bw48Th8cNChP6j+lZ1fhNsG7VSrY5Kc+laK8DGKpWgGwetXkFcx6TEkPy5xkVj3R6ngitWQkAgGsq5UjJz1pMlD/AA7MIvEFo2SB5oB+hr1vvXidpKYdQifdyrA/ka9rRgyKw6EZrooPRo4MYveTHUUUVucglcxrsxa7Kg5CKB+NdMxwCfSuOu5DLNK5OdzE1hXdo2OnCxvO5iXTda5jUgDmunujkniudv0HNcR6LOWuE2uaqOa0roAE8VmyVSM2Os+b6AdvMX+degkYZj7157aHbdwt6OD+teguc9PrXNiFqjhxO6GMaiLe1PPSmEVzo5b3DPek5dhSEEd6FPNAhSuDgUv8FNB6+tOUdqAEo707vQQcUAN70UmMd6VaAHdqbjvSscdDSGgCMjJ6UuOKCKPxpgaVqf8ARUGcck1fhU4GcVQgCrBFngMvPOO5q9E/y8D8a9CPwo9mh/CiLcj5SvWsS9U+WfY1vNjyyByaydQj2p796Z0QZzs5C0lk2bpee4pl23PNR6exN2n+8P51UdzokvcZ1tnbiNm7HJ4rH8XSYuraP+7GT+Z/+tXTRR4kJxzmuY8ZjbfWx9YT/wChGsWtGaZYl9Zhfz/I5Y89aQ0vWkNYn142loopDCnDpSDpS0AFB6UUHpQAxjUZp5ph60yWAp3GKYOtOyKAGtUZ61IajNMliZp2abS0CGOMioDwastyKgcVSM5oejZFK3Q1DGcGpSc0DTuitj5jVqwk2ytG33ZFKn8qhPyvT1T56ZhJXVj6i0cltFsSRgmBOP8AgIq8OlYfhG//ALS8Lafcn7xiCt9V4P8AKt2vWi7pH5vVTjOSfcK8/wDGy/8AE9hOOsA/ma9ArgvGYJ12If8ATAfzNRV+E1wv8VGXbjCrx2q5H1FVrcbuAKtKuOfSuQ9Rkc8ZPzoOe49ayrjkEVryNhcetY85f5trbT6EZFBJlugSXI69DivZtKm+0aTaS/3olP6V4xL9/PHPHFeu+Gjnw7Zf9c/61tQ3ZyYxaJmvRRRXScBDctstpG9FNcTIcJXX6o5TTpiOu3iuOdjsIIrlxD2O3Cq0WzNnOc1hX3Q1vzAc4rGvk4Nch2s5e8HJrKfrWtffeNZDdatGbHwKTKu3k5AH1ru13BFDfeAGa5jQLUTagrsPkiG4+5rqdxbnuetc1d3djgxEruw1se9MIx3p/WmMwHA5rnOUZuzTuCtNOOuKUMMUAMJ5qUGoWb5qmGCtMBeppTnFIOMc089KTAgPWl3AUPx2pinJpgSDk5NLSA5OKUUgG0wkZp5FNZfamBejG+KD5sADr6VqRAhcA7qzLZ8W0YYDaSev1rQhVGGRLjPZTXoR+FHs0H+6iSkE5HVvas3UxwQOe9a3lhVJXP171jak2AfXFM6I7nJ3z/vCO1R6a5+3R/7w/nTb+Qeaal0FfP1SIYz84px3OuWkD0KMfOfrXJeNmH9o2656Q/1NdlGuSCBXnniS9F9q0sin5E/dp7gcZ/PNZSdos1yqDlib9EmY+M0lLmkrA+sYUUUCgAooooAdnim0UlMBD1pppxphoEwFFJS5oENNMPWntUdMlhRRmjNBIdqicVLUbc00KRB0NSg5FRsKAcVRmnYVxzVm2wzRk9C2DVYnIqazYK5B+opMT3Pf/hxKJPCUMYIzFK6H88j9DXX1538JrgvpV9AT9yVXA/3h/wDWr0QV6lJ3gmfnmPhyYqa8xa4TxkmNZt3/AL0OPyJru64/xtF81nPjgFlJ/I/40VfgZGFdqqMG161bcfLmqcBG4Y9KnlY4GDiuI9SZDISyErz7VmzNgE5+vtWjMpA3DGD1FZN44X5u+KZJRl/1oB4/rXrfhcY8N2P/AFz/AK144pBwVPBPK+lezeHF2eHrBf8Apip/Ot6G7OXGbI1aKKK6TzzM1xgumSZ7kCuSc4TPWun8RnGnqPVxXLM+Bj2rjxD96x6GFXuFOUYHpWVej5DWvId1Zd99w1zpHVI5HUDhzWTn5q09ROXIrKzzVLQxkzqvD8Xl2DyY+aRuvtWkepFRWCCHT4EI/gzU5Irhm7yZ5lR3kxv400etKfpQF7VBmIRx14pu0daViSdopG46UwGOBUoI21HUi4x0oAduBIqSouMcdakQ8UmBHIKh75qeQEmq5yGpoB4OOalFQipR0oAU0Y4oNLjigCaPDWoUrkBj0rVsbcEffIXGcECs23cRwn13f0/+tV60d3O4liMdMYruh8CZ6+Gd6SNCRQinBBBrntTYYb2Fbk4IjJJrntTP7tj3xVHVBanF6jIPNYg/StvwXbbr0zdlUt/QVzlz+8nI6c16D4QtBFpXmlcNKx59hT21Oiu7Qt3Ni/uPselXVwTjy4mIx644/WvLZCcAE54613PjS68nTYbVTgzPluf4V/8Ar4/KuDc5Y1jUeyPYyWklB1H1EzRSUmayPbuOopuaAaAHUUmaKAFpKKKYCUw0+mGgBtGaKSgQhNJQaQ1RDEooopiCmnmlooEyJ1qPFTN0qFvWmZscOlOiBMyKOpNMBqS2OLlSe2TQS9T1b4VXgTW76zJ4kt1dR7qef5163XgPw/1H7J40sm/glJhPtuH+OK997mvQw7vCx8TnlPkxTa6pMWsLxXb/AGjQ5SBloiJB+HX9DW7UF1CLq0mgbpIhX8xWzV1Y8qEuWSZ5jav83XpVxzlDt5NZ8atFOYyCGBIIPYir5PyjHQcmvPZ7T11IxtkjGc4759ayL2KNQdgAYH1rWk+5nP8A9esfUVyoZGPvQJGZhg2SOle3aTH5Ok2cZ6rCg/SvFUBd1Q45IHSvcbddlvEn91QP0rpodTixr2JqKKK6DhMLxK2LSMer1zD4ArovFBPlWyjqWJ/SufcEx8jmuKv8R6WF+AqleKy9R4iNa2SOorE1RjsIB5NYo2kcfqLfO2aowpvdR6mrWonDn1qTR7bz7yNcZwc1X2WYVHZHW7du0DoFAprLzUk5w341CxJrznq7nmyd2KMg0rHBApmTSr8zUEijIzx1oI45p33ifakJ3DpSAZSZxTu3NNIz2pgLznNSRt1qDJHanKefQ0rASt92oGHepicjmoHJBoQAKnU/Liq25hUyuSvamA9qUGmFqAaQFqJlWJz3yK0LUM8m8fdx0zWbbHG4HutXbJhlkD9Owruou8Eepg3emaUsYMeWPGK5LV5CdwHaurm+SAccngZrlNa+SFyPvGrZ309zkUQzXgXjk16xpUAttPt4sYKxjP16mvM9Fi+063DGBks4FesIABgfhTew8Q9Ujz7xrceZrgi7QxKB+PJrmSTmtTxBOLjX72QcjzSo/DisonmuebvI+swMOShBeQuaSikzUnWLS03NKDQAtLSZozQAtJRmjNABTDTiaaTQA00080pNNzQTcDSUhpKolimmk0pNN70xNhmikpKCbinpUTdKkprUyZEOakhbbKCajbg0gOGBoMupuaLcG11i1uB1imV/yOa+mo5FkjR0OVYBgfUGvluwIabn0r6K8HX39oeE9NnYgsIgjexX5f6V14V7o+a4gp6Qqeq/yN+iiiuw+aPNdbgNrrtygGFZ94/Hmmq+VA/irQ8ZxiLVoJR0eLn6g1lR9VI9K4aitNns0XzU0wlVdnseaxbtFUnliT6Vs3TeWQScA96x76TC5DAZGRkVNiivpkJuNWtYOrPMox+Ne4jpXj3hGL7R4ms/USF8/QZr2KuqgvduedjH79gooorY5TmvEznzrVfTca5+aXYcGtzxNIFvIF7hCawJR5nAxXBW+NnqYb+GQM5K5rG1ThfwrVO5AQfWsfU3wjk+nFZRNZHGagxafb6muq8Pac0Vm164wu7ap9TXMQQyXuqpGg3FmAA9816lq1ommWdjpyceRFl8d2PNVU0ptnFXlbQxpU+XP41ULYzmtAruXkj86qSwnBOOvT3rzk9NThIQ24HilCkDIqNUKkjNSBiCBmmIfk7fSk3HFLj3FL5ZxmkA3nrikJGOlPGR1FI68E0ARFhjFIOuaCtIOvWmBKCT2qN+R0pwPoaYc0IBvbmgHHSm56g00AhuvFMB/mDPWpkbNUZjs+bHFPhnGM0WA0rdv323ocHH5VesmUTnMbbuuR0NYH25VuogGHzOFOD68Vr2oaEqAzE9ucE110NIWPRwT0aNWY84dueuB2rldfPyk84P8q6j5VjGYyGPUmuX8RsBEx46cVqenS1Zn+DovN8QKeu1S1eiyzC2t5JpMbY1LH6AVwvgGLN7dzn+GPA/E/8A1q6PxPOU0O42n7+1PwJpjlH2lZR72R5vNKZZnkY/MzFj9Sc1EeTSsefrzTa5Hvc+0grRSFzSUcUUFBRRRQAozRk0ZpKAFzS5ptFAhTTT0pTTTyKAGE0maDTaZLYpxTTSZopkMM0UUUxCUYoooEJTWp9IaYmV3HNNqVqi70GT0L9g4WQH8DXuHwruRL4furbOfs90cfRlDfzJrwVHK8jg17X8I5PNt9Rb18on64b/AArfD6VLHkZ5FSwrfZo9Mooor0D4w43x0mEtJMd2Un8q5+1cMAD1xXT+OEzp1sx7TY/MH/CuPgbaSxHy+tcdb4z1cK70iS9lCxfPnB6N2zXP3bIdyn5R7963bossZK4ZW5zXNXJMj5XIz071BudX8PIfN8QPIB8sULH8Tgf416nXnPwyjInv3YfMEQZ/E16PXXS+E8rEu9RhRRRWhgcV4qO7VkA7RAfqayCWA962dXHna5OSMiMKv6VnXCjkiuCtrNnq0NKaKjMSv9a57WjsgJJxXQjJTmuY8RyHaI1GWY4xUQWpcn1L/wAMdF+261LqUq5ithxkcbq29Xuo7nV7iQ72G/aMe1bmiad/wjXgnAU+eyeZLgc5NclJPbqcm6iDHn5nAzSxd+VQSPLm3J3Fbytw++Pwp21G43H24qut/bFtpuoc/wC8Kk85cZR0f6MDXA4PsYsbJbKc4YCqxt2Hzb12j3q8hWcYwARUVwFRcBf0pIRU2gH/AFgqUED+IVECARlRUg2M3NNgS4Qr1FNZFP8AEPzppKr0ximFgTxg0gB4lPcD8ajMOBwV/OpMKeqimlU7ClcBghb1H50GJvwoCg9sY96UbBwcgj3qgG+SR260xrdm9amUrn7x/Ol5BPzmlfUCoYcqUI+lZs7PAT1xWvLJtT79ZjC4v7pLa3IZn746VpBXZUVzOyItEspdW1dWbiCEh2bHf0rq4TItwV2jg8n0rQ0zTItOtEgiHP3mP941Rhib7ZIDIT8xwa7YK0T1qNNU7I0JGdl3MwAA9K47xG5aMnsDXZPEqphjnjOTXF+JW+UjHy5pnZR3L3gNALG+lI+YyhfwAz/Wr/ilx/Y0g/20/nVTwY5j8Pu23lp35+mBUPiO4U6dMhYbi6fzz/SnIqg/9pivM400lGaK5D7UKKKKAFwaQijdz0pSc0AJSEnNLSUCClpKKAuLSHpSZNIWxQFyNqbmhjk0lMzbCiiiqEGCaCOaUUYoBjaKU0UEiUh60tITQIYw4qEjBqc1C9MzkKnIr2H4OzYk1S3/AOmcLgf99A149F1r1f4QE/2zfj+H7KufqGrah/ER5ebRvhJv0/NHsVFFFeifEHOeMwToYKj7syH+dcIg/d7XI56V3/jAZ0CT/ron864PyiXBIyM8Vy117x6eDf7tkL+YLRg2CPftWBOrpJuXgZ5FdJqLGOEp145rnZTuQ45wayOk7/4ZqTFqLsOdyLn8Ca7+uE+Gg/0C/PUeauD/AMBru67IfCjyK/8AEYUUU1m2qWPQDNWZHGXcm/VLqTPV8flxVKZd5OBipyQ0srHqzMR+JqOQYyCM150neTZ68FaCRndOM96qaNpP9teMIg67re1/eyZ6E9hVqQbCT2ArrvCml/YNMM8i/v7k+Y3sOw/KtaMeZ3MMRPljY3pAvlnIBUDp7V8+eKLO2+33E8qDzbibbDFnOB0/CvoOTBjcex4/CvnbUXFx4llkl3BLQtsHYntXo0Vd7HmTK9zo9tdOIGZY4bWMAMe7HsKyr3SWhh3W15IpX5QFYjJrbuBLbabEmP3lwxkJbse1Zs0jqQrDcFzn612KjFrVGDm7nNveazbyfJe3Ax3VjTV8Ua2sgWXUpyPQmt6QIUAKgNncRWfc6bDdkuibGz0rGWFhvb8DRVCu3iXVByl/KfxqB/EeskZXUJc019KkiYsq5AqpNA8Xz4IHpWTw0OyKUky4vijXgNpv3x9KT/hJdfU5W+c/hVe3MUwCsAG96neDY+GA9QaFhqb6Id7Dh4s8Qg/8fhP/AAGnr4t8Q7gftefqtRAhGGQCK0bSW1+XfGNo+8KFhKT3SE5+Re0vWvE2oySrCElEUYZspVybVfE9raS3MsFsyxjLDFaOhCA2D3MIKLPNyFPVU/8A11JqF0t54e1HBXcT8mPQUfUqLWxDk0zk4fiHqGCW0+Mj1BxirUfxIOMSWB/B6zrY2nkYAJkVckY4/GtPTfDkettHDYWHmsFBeXooJ65NYTwNBK70NYpydkW7HxTJrc629taSb3OMZr0vQtJ/s+13TYM7DLEdqp+GvB1p4eiyqiS4b70mM49hXShK86UYJ+4enQoqOrCNSSPSsaIbbiQsCCXPBrdQEcmsBX3Sbg2fUnrVL4Tov7xfuwGgXb16YrjvESGWI7QePWu2i2NFtz061g6xbItnK5/UUI1puzOd0/VRp3hyONWHnPJIY0J+82eKxfttzdacr3MpeSWRmZcY2kcY/nQEjFxFM43BNwAx93nrV7VrYJDb3EYHlT7nBHQMcZFddahy0OfqxZbVU8xUJbK5k0oFKBS4ryT7yw3FGKeBSEUBZjKMGnAcdBS8jsKLiSGYNJg1Jz6Uc0XHYjwfSjBqTDeopeaBWRDg0m3NTnNMYn05oDlKzLzSYqXk9RRz6UyeUi/Cj8Kk59KMH0FAuUj59KOakIPpQB7CncGiPFJtNS49qDRcXKRYNBUmnnjtQSccCi4uUhZTULqT2qyxNQvuqjOSGoCpGRXpfwjvli8QT2zAZmhIB91Oa8zG7PWu4+GELy+MrXyz/q1Z3+mP/r1pRvzqx5uZxTws1LsfQNFFFemfBHP+MH26GR6yIP1z/SuIErlQUTgep611njebFnaW45Ms2cfQf/XrlwPKGXYk9wOwrlrP3j08Iv3ZQvEfy2eU5Y8Y9Kx2RTEeSD3rZvXZ43ycYGc1jwODlT0PtWZ02PQfhvtGlXgBziYZ/wC+a7euH+HbBYtQiAxh0bj3BH9K7muuHwo8iurVGJUN24itJnPQKa8G/wCGmf8AqUf/ACpf/aqhuv2kvtNtJD/wie3eMZ/tHOP/ACFVPYzW6uekohZBTxHgHPPFePL8edqgf8I1x/1/f/a6d/wvv08Nf+T3/wBrrjdGfY9JYin3PTDCz30cZPyu4GK9IRQsYQDhQBXzJ/wvMeckg8NjKNuH+m//AGut4ftMEAZ8JZ/7iX/2qt6UXHc5MRUjNpxZ79JwjH/ZNfOyZub24RstJNctjn+EGrUv7S3mROg8JY3KRn+0umf+2Vebp4/2SvINM+Zs4Pn8jJyf4a66clF6nLJNnay6h5slwjIVLsMhux9BWecyHBXgHoO5rkj42J3E6flmbdnzun/jtNXxkVKkWJBBzkT/AP2Ndar0+5jySOtVc5+Xn1NA+RmyOmBXMSeOi5yNOCnHGJv/ALGo28bFmydPH/f7/wCxp/WKfcXs5HYvFG8alV7VnXVosiFWHPasBPHDICBYADPab/7GnS+OBKOdNw3qJ/8A7Gk61N7sahIhuLeS1kzzzVq3ulkRVkGT0rNn8TrPHsay6dD5vT9Korq5ViRDxnpv/wDrVl7WC2ZpZnTMCpzgFTUTMFAZeCBWMniEquDa5H/XT/61I+vhxgWuP+2n/wBam60Lbgou51MGqy2llZRRkhRC2QB3akt7+RSIPncv8oRRkk+w71zT+Ig8MMZsx+7TaG8zn+VfQHgjQNJs9D0/ULW1zdXltHMzyHeyb1DYB9s9ayqYqNNGtKhzvU5vw18OJJ1+06zuiifkQL94j39K9JtrKCxt1t7SFIYk42oOPzq2EOefSlKivKq1Z1HqepToxgQBQBTljz24p+zJqQfLxWaRqRSqfLYL1IIFcvaIEALZ3H72e5rqCea590KXTiMk/MatbEr4i5ESqKQvHcmq2pW32m0kUf3SathWMI7EdRUsQypB5yO9CNDytGjgIWUZIdx+orUghhnsJ/3glhZgVGfuHBpfFWh7ZmmiyjBt+V78cj+Rqv4TgAF55rKRNgAH27j869im1KhY8arzQxDkhsmhBo98M4DbgArc5yKoy6dcwsBIEUH+ItwK6EJJbFpQTJHkNtC5K1YhCXiqV2vGe/8A9b1rllhaUuh6VLOcZT2nf1OZGlXfJSIMo6sHqJ7C9SPeYBg/7XSulNg6HZDO6AHdz09TkVVvFmVGClWVTjaT1681KwlLsaPPsY/tL7jnpLa7QYVI923PLVUIvM4McSjHOSTitZ7uZA3m2mcAt8oxx7VTaaCR2Miug3DJPetFhKS6GEs7xsvtkHlXJUMJEGT/AHasRWF3Kobz0UH1Wrdm8MigI4xknjrWtawI+UST5eoOM+tP6tS7Gf8Aa2Mf22YZ0e+Vsecp9MCphoV/uxvB46gd634rR/NVw37sE7vrV4vHEhUNnJ4IHak8PT7B/auM/nZyw8P353YYNj07mhdBuTFetLKi/Z4RIvH3iTjHtiu0VgYjzg+9ZyOWs9WLrnMOR3GNxx/KpeHp9i1m+MX22YVt4YmuIS/2lRhS3C8YFUIdCu5kLLcx4BP8NdhYyww6RNsXCAEe5PWse2uoktAhQF5JBheTjIyTVLDU+wnm+Lf22c62mahFbh5TGGIBAXpikGn3Zj3+YnXGAtbkFnGscYWJk3jJLSZZucZPp9KVole3b59oLcEH86FhqXYX9rYz+dmQuk3jSlPMTgj+HqKn/sG9CktJGv1FXlhuFfKTEBht59ankTUMlwyEbQcmh4Wl2Gs3xi+2zL/sOcOqtIOepVc0/wDsLGM3DD6RVqxXN1GcSQkdAHX+tWm1FSixvbPnHDdzil9Vpdiv7Xxn85zP/CP6jIxEEkR9d6MO+Kgm0DW4yVCWrEcHbJXWvfxshbDx/PnOOvFRtcmJXO2Viw+UYzuzyMUfVqfYTzbFv7bOUTw7r0gGIol3dOeKT/hGtZ4aSW3iUjOTziumSS9mzGVkjU9Nrbe1R3kEkUOHnwxGCN3XpT+r0+xDzPFP7bOZTS44JWW7v2lI/ghTaD7ZNd18Ndi+L7UpEsKNFNGFAwTwD179DXIyhTdIqPhCwye4rpvC10YfFejFSSn2ny93bBQjk0/ZxitEYVMVWq/HJs93pKKzNX1SPTYM8NM/CJ6+59hUN2MYxcnZGD4mkE2rxqORbxfkzH/ACsFyySfw4NWJJXld3dizs25mPc0wqdhJJrim+aVz2KUOSCiZF84jgfPKt39K59ZG8xjx14xW9ewMyPhjz61g+QyPtHXNJGh6P8Non+y387ElXkVV/Ac/zru6xPClmtl4cs0VcF08xvq3NbVdsVZJHjVZc02z4BoooqjMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6w8FIV8G6E/POnwcn/rmtfJ9fWXhB/8AiitBA/6B1v8A+i1rCvsjrwm7N9jgdOaavNMLYYZp+7P0rmO1Kw48dKY5yOKC3BAph4pA2NYgAn05rJiQGUsw5PNaFy22Bsd+BVOMHdVLYcd7lpQCuKbgLyOtSxxHbzTJRtGKBt6mLqlt58R55A4J7VxumyxWmreTzuAY7QeVyeh/z6V6DKheNgACe1ea62GsfFVlMMASNsPoa6qE2tDlxUE1zHQLKVuULE4Ix8p5qIWzW85eAFUfDlRyrZ7+1QzTrGhdFzyCAeauwT7oyhAJcfdJ6YPauw84VbxGQRyHa65wKTCurZxuyST1NSFYWkJ2qRkckZxWffwpMWaG5KNtwTu460WAbN5bRMV2joDg9aoukRTayZyRnjrVMC8ichV3oPvZ559jRJelZQr27rljnB9qoguJY2yo2YyeBwh6ZzU6af5cjNbzso7oT0pkF7asQCzLnAORV2JrdmISRT1/i60mNE3/ABMkkcYWSMKMAdWzRDcnzP31uR/u84FS8LHJIGxyB97vToro5kjZf3eOCB2pDNCOSKWAjdzjo3GahuLU2um6gyg42KpweAOTUyiB1Vdq4K5J71X89WstTt0k5VS5GMnb9KkZnWrCTSSOMHldtZNrdJLHEpZY1VtoyDlifpVyR4YdOkhhlXATIJYd+cVkaQAhiLjzJS4OM/d5xn8qtEmrbWTpawfJIgl3ktKckjPUeg9KjE2I2QmMHcVAPYdv51bS9ttMtJRawy3MrlhLJICFU56An29Kzo7YXEsk2GCswIYdqEDHLdIsEZ6BTySec1ImokylQdxxgDH86z9pwu5CURsYxnFONkfNWRd6fxcnuP8A9dMDVS9SaN1Vh8wztz1qW3uCr4bDA9SelYFvp7hxmUlepyDmp57WT5fmJK4PBIxzRYDpPtK53OAMjqAOf85qZJYWYeZwwAxhsdqwLeJlRhLHujCnaNx6/WtG2i+1TwxFkVhjgjv6GpehSJ7vUFhjMiMzgdVHvWZqcdzDZw3MsakOAS+cleTxx1HSrmraVd2dwTcSLIm3935fy8+mKL6/hvdJSzZ1XAAVjkgkdj6c1PoNHKRMszoDvBPLHA/OtDTJpIdc0hRuCrexls9snAqAhIXOzLZ4Lntj+lU57pzfW0u7AW5ifdnHRhRID6du7qOztZJ5ThEGT7+1cHcTSXtw91Ocu54H90dgK2/FF55ht7VD8pHmyD27f1rEwOpHXpXFVlrY9DC07LnYgXAoYcdx7VZCAJkCmSplCR1FYnVzamTdICCMYFYrooJwO9a9y55Hf2rJcYfHqaCuh7FpJB0iyx08hP8A0EVcrD8J3X2rw9b5+9FmM/geP0xW53rtWx4slaTR8A0UUUyQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvqjwdOF8H6Jk9LCAD/v2tfK9fTfhX/kUdF/68IP8A0WtYV9kdmD+JnUo/mNwasbgvFUbPqanP3jXKeg0S7s9BTQGPLHilX7tKelNb2M2U74naqD1zUUB3Pg9Kfdf68f7v9ajt/vVVhx2ZpIwUHmqd3IN6Lnljipx0rPvf9fbf9dRQwW5alj2xAgV554+s/Lgtb1P+WVwpP516Xdf6kfSuC8f/APIuN/10X+YrSm9TOsrwZUkjEkbbUYqy9fbikuECxDy3f5clVOP84q3af8ew/wBwVSu/vj/rnXpI8gemoEtFGBgsBuPbOcZqCS4Up5flurMW2hh3rOk/4+ofx/nV7UP9fF/u0xDPMkUZ34bj5WGO1MEuSrvGy5znjvU1x/rIvotRv9xfqKBEivDNMgZAQBkZ4p4toVLEFkyRj8qqR/66P/dH9auN96P/AID/AFoGh7QSFB5crgA8AjpUgFwkW/eJCw6dOPpU0P8Ayz+gp8H+vb6CkMel1ISgORj5j34qKECa8ukOCklocFhnB3Cp5f8AXD6H+tLpn3rn/rif5ioYziLy8X7IkQUb9pyW9Bx/KjS9Qt7awnkX57jpGueSD/hVC6/4/wBv9w/yqpp3+uFUnoI0ku7mazYSXLkS3GzbnOw4yePetGySaJWPmuVbAPJwfqKxYf8Aln/19f0rp7frP/vimhMIrcsWAyCDnPpmp8h49hUglcbvTHercH+qm/4DVP8A5d1/3RTBEq7gxUAE8qO2RV1EXDvIVJWP5QRjn/OayW/18P8AntWif+Pb86QyKSXa7KOueCOasecscY2AtMDuBBqgf9f/AMAFTW/8P0H9aGgLerXwufKEvmPMvcLhV/PrVC4WO6g8vqmc5bu1Wrj/AFaf7tVG/wBQn+9SsMpXMarbvsbaByeK5e5nebBB5ByAPXtXV3v/ACDpfpXIQ/61P94fzqKhUdz3kSzXTJPMxaRlUsfwHFJPOkbxKxA8x9qinW/+pX/dH8qydY/5CWl/9dz/ACNee3c9mCtGx0YI8sc9qq3LMseV61Ov+rFQXX+qP0oF1MW5cqocjqeaz5eWq/d/8e7VQf8A1a1LKO6+H8pEF5AWJAZXUemRg/yrtK4XwB/x83n/AFzT+Zru664fCjya6/eM/9k=", "path": "002206.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002207
Men Tshirts
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"path": "002207.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002208
Men Tshirts
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", "path": "002208.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002209
Men Tshirts
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"path": "002209.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002210
Men Tshirts
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", "path": "002210.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002211
Men Tshirts
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", "path": "002211.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002212
Men Tshirts
{ "bytes": 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", "path": "002212.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002213
Men Tshirts
{ "bytes": 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", "path": "002213.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002214
Men Tshirts
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", "path": "002214.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002215
Men Tshirts
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05RzTW4NMBnenp1pvenJ1oAspViM8VXQ8VYjHFAE6HjFPpiU+kwGSVUlHyVbeqs33aAKLfeNIKVuGNJTAni5q9GOBVGHpV+I8CgCYDAooopAV5f51m3JyT9K0Zu1Zs/JNMCg55FdBp3/HjH9K59+oroNO/wCPGOh7AW6KKKkYUUUUAeWfHzn4doP+n+D/ANmr5ozivpj4+HHw7jP/AFEIP/Zq+ZSaaA0fDmoNp2vrcKcFbe5Uc4wWgkXI/wC+q3vDjW8OizQWSKdSu49l3fTqAljb7sFU3dXf5eevzBRzmuHZitypBwc1oI5RQVJ2gggZ/wA+p/OgDptXhsNOfVbQ31xcF7CCc+fEoEr/ALry8EksCFkYnPXBHfI5lcNBn6modVvZLy9+0OTu2Kn4KoUD8hTwxFufpQgIkOEr0f4KH/i5lhz/AMsZvx/dmvNYWygFejfBY/8AFz9M/wCuU/8A6KagD6p70tJ3paQBRRRQBS1DiLJ7VV0v/XzeyirOpf6j8ar6UB59wfoKYivcHF3+NaMP3ifUVnXXN2fY1owfdH0oAhnH7iQVHpv33+lTXPETVDpg/eN9KYFuU4ng5/j/AKGrSjGaz7xtk8H/AF1UVo1LAWiiigYUUUUAFFFFABRRRQAUUUUAIelIaU9KRulAmULrFQJ0qa6xmoV4FUAxutOjHNNPWpIhzQBfg4Wp6hh+7U1IAPWqF0OtXzVG56GgCovWkcc0q0jdaYDO9OTrTe9KvWgCynarKdKrJViPpQBYSn0yOn0mA1sbTVSY/LVth8pqnN0pICi5+Y0lK33jSVQE8J4q/F6VRgFaEY5oAl7UUdqQnApAV5qzZj8xrQl5FZsw+Y0wKUnWt7TDmxT61gy1uaQc2C/U0PYC/RRRUjCg0Uh6UAeWfH7j4eRe+oQ/yevmhulfSvx/OPh/br66jD/Jq+bGAK8U0BQYg3APvWj/AMs6zSAJwPetE4EdAFG5OWFXF/49j9Koz/fFXk5tvwoQFSE5XrXpPwX4+KOkj/pnOP8AyE1eYISPzr0z4L8/FLST/wBM5/8A0U9AH1dS0UUgCiiigCjqfMK/71Q6WP3k/wBan1D/AFaj/aqPTh80v1piKV3/AMfLfWtC2/1Y+lUbpf37j3q7acxgUAF2MQtUWmj5/wAKnvh+7IqPT1xmgBl//rof+uq/zFalZV9/x9w/76/zrVpAFFFFAwoopu8UAOopu7Paqt3f29jAZ7ueK3h3BfMmkCLknAGTxkkgD1zQBcorNvta03S3iTUNQtLRpf8AVi4nWMvjg43EZ5I/OrNzdwWdtJcXM0cEMalnklcKqAdSSeAPc0AWaKo2Wp2Op232iwu4LqEsV8yCVZFyOoyCRxTpL+2S8Sye4hW6kQukLSAOyjqQvUgZGSOlAFs9KRulZM/ibQ7e9NnNrOnR3QcRmF7qNXDHoNpOc8jj3qXUdY03SY0bUdQtLMOSFa4nSMHHXBYjJAoEwuutRDpTL/ULO0hFzd3UFvbkgCWaVUXJ6csQOe3rUFlqVlqcLSafeW14ittLW0yygHGcZUkZ6ce9UBP3qZOorOsdT0/UnkWwv7S7aLHmC3uEk2Z4GdpOOQRz6Go18U+HFYD/AISDSM5xj7fF19PvUAdJD92paihIK8elS0gA1Ruehq8az7rvQBXWmv1oQ80rimBH3pV60h60L1oAtR9asJVZD3qylAFiOn0xOlPpAI33TVO4+5Vxvumqdx9ykBQPU0lKeppKoCxb1fQ1Qt6vp1oAlpGpaQ0gK0v3TWfL94/StCXoaoSD5j9KAM6Tk1uaR/x4j6msSTFbOi/8eRHo1N7AaVFFFSMKDRSE4GaAPJP2hX2+BrJfXUEP/jrV84g8Cvof9ohwPB+moeC18D+SmvncdKYFNh/pAPqauucR1UYYnXvVqT/Vj3oAozHL1ejP+i/hVCUfNV2LP2WhAVLfHmYNelfBf/kqWlf7k/8A6KevM4jiVT716Z8F/wDkqel8j/Vz/wDopqQH1dRSA5NLQAUUUUAU7/7ifWmaeMeYfen333U+tJYjCtTEVLsYnf61YszkVDdj9/JUlkeaAJb7/V0lgODTr7/VZpLD7hNAFe+/4/If99f51q1k3xxeRH0df51rUgCiiigZ8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9keCyD4D8O/8AYMtv/RS18b19u+BUU/D3w0do/wCQVa9v+mS0ASGlFbflp/dX8qPLT+6PypiMxOgqynSrWxR0UflS4HpQAxOlPpcUYoAa33TVO4HyVepuxe4pAYh6mkrc8tP7q/lR5af3V/KmBmW44zV6Md6l2gdAPypaVwE7U01JSYFMCpL3rPm+8fpW3tB7CkManqo/KgDlXHzEVsaIf9Eb/erR8mP+4v5UqoqcKoA9hSAdRRRQMKKKKAOV8b+BrHxzp1vZX91cW6QS+arQbck4xzuBFcR/wzx4f/6DWrf+Qv8A4ivYaKAPHP8AhnTw7uB/tnVc/wDbL/4inH9njw+Rj+2tWx/2y/8AiK9hooA8aP7OPhtjk6vq35xf/EVKP2ePD6rtGtatj/tl/wDEV7BRQB40P2cvDYORrGq5+sX/AMRW54X+Dej+FPEFvrNpqWoTTQBwqTeXtO5SpzhQeh9a9JooAQDBzmloooAKKKKAILi3MwGGxj2pYIPJXBbP4VNRQBTmsjLIzbwM9sU6C0MJ5cH8KtUUAQ3EBnTaGx+FJb25gQqWzn2qeigClc2TTuGEgXBB6VcApaKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr7f8Cf8AJPPDX/YKtf8A0UtFFAHQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAf/Z", "path": "002215.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002216
Men Tshirts
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", "path": "002216.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002217
Men Tshirts
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xya07iAyyc5wOtUpjztFQy0Y16M7gB7VNoWgnVL5d6/uYiHlPt2H4n+ta2n+HbvVZwyoY7cfemccfh6mu5stMt9OtRb26YQHLE9WPqfetadO7uzKpVSVluZiw3FpJ51vI8bZz8p4P1Het6w1WO4RUnKxz9MdAx9v8KrSxAjGKgktEkQqy8EYrpaucp01Fc9ZXtxZHyZ90kQ6Meo/Gt2GaOdN8bZFQ1YCSiiikAUUUUAFFFFABRRRQAV5z4kuriPXriGzG67uGCRE9IwB8zn6DOPc16LXlV6b268S6mbWIu4Q2e9SMxKDudhnjcScAf7NCGlc8r1PSVv8AxgdKtJHmiWXG9jwXx8znPQdST7VgajgloEIIikKb15BxkcetdRYxW1vLe3t5I0cUaMvlKeZGJwFJ9OOfWubuY99y7GPySWG2I9sgHJ/wpG5RtWU3ah8FEBznvXfSaHDf/DySaNlEkBEw4+9xjHHUngVw8VgWl2RK5djuUtwMdx9c1r6Zr91orz2RJ8uVSoV/+WUh43c9Op57ZoW4nexx93E3EnbFdP8ADa6Mfi6KIfdmgdG/DkVz80bTXXlRsGVn2naCR/vD2rsvhvocias+oSD5RlIjjHHc1FTSDuVTTc1Y9VaAqd8bFW9RUTzXirw4b6itVIsr+lM8gHKkYriTZ36HNXl1dEEO2PoK5TUpnOQK7zUrTCHA7Vylzp5lc4FVFkyOCvU+Z3foBWZLcbfIcp88Zx9R2rq9W07DBG4UEk++K5S8wwDR/efP4V0QZzTQl1N5sSjIwT19zTtMtcs5kOyJT8xNUCSz+X1GKvFidECg7STgn8a1Meol3qW+RUtvkiQ8EHlj6/SrNnql4sgVpmKbiygfeyRgnPXB9Kx0TYVY/wAVXrTbsbcSX3YU+nHSmJbnrPwo0G11HxJJqWoIki2sfETKNqSE/KcfSvoOvkrwvqtxBOSdQvLUOQrNbyhCcdM5Br1fTtR1mxX7Xaa7fXIAy1rdlZAwAzgNjg1SV0RJanr1FZuiarDrOlQXsLoyyD+HpmtKkQFFFFABRRRQAUUUUAFFFFABRRRQAUUUyRtiFh1oAZI+47R0HWm4FNTt7mn1QC4ypFRpyg9uKkFMHEjDseRQAvvRjnNKaKAFHIprrkU4UGgCIAilxTiKSgAGR0pwf1puKKAH5zVObTbKdiZLaMk9SBtP6VYpdxBpWGm1sUP7D0/GPIOP980yHQ9Mt33pZx7/AO8/zfzrTyahkyTQorsPml3AkYwOcVA2T0PNOGc80/aCKokgz6ijcvpUpSmFKYDSAwwRkelMVDC4eBtp9O1P2UdKALkN2rgLLhH6c9DVusVwHUgipLe8a3IjlO6Ps3cVLj2A1qKaCGUEEEHoRTqkAooooAKKKKACvN72Q2B1YxSSNei8kZokTJbOCrZ6L8pHJ4r0iuF8V6dpiXM2q3KGYeX++iJO3K9GC9Ce3PoKaGjxKBTcXs00iERDB3YLCLLY34HXGT+NSX39lQSQixVrh1l82Vm9OAASefUn6119in9n3EOpfYmFq8KpKskW7KEAE4x1yAw/Gpb/AMD28ytd6ZKv2eYb8nOGGc5ApqOhq3dnPTwi+tbCNrCOKZYiHkikDErnIDLjB9smsu+8HahrF75hQxMcKgGTwOhOen0r1XTPDK2qKTgMw3E4/SuksdMhhIO3LHqT2quXuS5HmVl8MY9M8OX07DfdGLG4jnbkbsfhmtjRNJSyQKqgAdK9SSFdu0qCpGCCOKxbjQTbyZtl3Q5+73X29xXNiIOWqNaFRK6ZmJHhRSeX8xq+8OExjmojEcZxyK42rHWpGXeW4dOKyTp4AZiOK6aSAyCoZ7Flt2baSFGTgZos3sVzI8m8VxbblVBCqcg5/kK4q4tFVR0DH1/hFek+MdHuLMQXl4ER5gnkxZ5HXIx69MmvNNRmU3AjVu5Gfw5NddOLS1OapJN3RgTkx3RA7ZFWVuBJYvH0LHn6ioSnmzSNnv6UhGxMAcg5NaHOODs9qE7JJnP1q9bhCBtyCWOc+wqrbjzYnZSPmUqR3B65p9vvNruUEkZ4A9ev40wNzw/dW63CRmRS0pCtG3oa918N6clno8t1N80MMZBz1OM//Wrwm+8NpaRaXcWk4lmu8uFjOcAY59ua+lNJ09n0extwDt2I03HU9cH2zWkdBPYXwfoQsNCgEuRJtyVB4BJyf5/pXQBp4GJyXT0NWI08uIKBgClK5FFzNhFcxyLnO09we1T1mXMZFu6LwTVmznWaIAcMowwqWuoFqiiikAUUUUAFFFFABRRRQAVXuG6J+JqxVOQ7paaAUcIpqQ9aaoyg/KnDlfemAoNNcfMppR1pTQAh60Ug5an4oAToKSs1/EOiKzK2s6epU7SDdIMH0PPWk/4SPQ9pb+2tOwDgn7VH/jRZiujTpKzf+Ek0InA1rTST0/0uP/Gg+I9DBIOtacCOCDdx/wCNFmF0aWKRuBWcfEWhqSG1rTgR1Buk/wAaa3iPQj/zGtN/8C4/8aLMLo0VpD96s8eIdDC5/tnTsZxn7UmM/nSf8JFoec/21puB1/0uP/GnZhdGp0FMPJqh/wAJHoZH/Ia03j/p7j/xpg8RaHu/5DWm/wDgXH/jRZhdGgy4OaSqJ8RaER/yG9N/8C4/8aYPEOiHAGs6cSeAPtcf+NPULo0uDSEUh46UK2aQwK0wpmpDwM0vBFAFYrjimFMnHWrTLmownzc07gR2d0IroWjdHBZDnoR2rYrkZZSL1rkHAimCg/jzXXVMlqAUUUVIBSE4GTS1FKc4X8TQBHNmZSgLBT6d6x5fDdnPKXlQvzn53LfoeK21FJk1SdguVRZwQpgICMY55rnVtzbyzWiA+RuYxjsqHGQPxrqWXd15qu9mpbd3xge1UmNOxlxRySYxx6Vfit3UDJFWY7YKvAxUwTFDkIbGcDByffFSg56c0m0UbfSpYCSQxTAiSNW+oqE2Fsf+WYH0JqfJFLuPpUuKe41JrZkK2duvIjU49eah1NvJ02YqoJx8q9MnNWyxrC8Q3Ui2ExTACKwyf7xGB+tNKw7tvU8t+L1wtvd28O8PdBc7vTtj2FeMXEhhkCsSXXIA/wBo9zXofxFlz4llhmkaWZUXJPQH0/WuE+xBJpJHXhTuJz2qHuzfokUhEY/mIOOgqo7YfJ6Z5FdBOUNl8kf7knIkYYJbHOB6ViNCGG98gkcD1pkMsQiOKRJVbg8lTT14t1lgBBWbDLnr3Bqr/CAExj0PatK2tZrOSO5eEzwKN8sanoPc/SgD074e+H49XupNXeEBXPlRR44UHj8+pr3uKJYVCqMKBgfTtXlHwmnj/swANkKTsB9PXHrXrKuCOuavoRPckAzxQelCmmk0EEUwyprPEptbkSKMjow9RV+RuDWfOuSapAbUbrJGrqcqwyDT6ytNnKObdzweU/qK1ahqzAKKKKQBRRRQAUUUUANc4WqjffqxIctj0qu/3s1SAkToR+NKD831qNThgexpzfr1FAD+9GeDTQ3Q07jdz3oAFFLnkfUUE4poPzD6igD401dc65qA4ObuXj/gZqkQDnAAzzgDpV/W2B1/UCI1TFzKMcnkOeefWqCkbhkkDPO30716C2OF7iMATkIAD0FKQuMBMe561oaRJbJrVstwsT2rSeWxnUYVW43H6ZB/Cuqmt/Dd2yQKbSMMDL+6YKxKssZBcnjgPJjvkdhik5WGo3OFwjc98ckjOTQVUhQq5OOflrotOjtDbsyCxnxcSi4a8YAiLb+7K9+TnlRnOM8Vow6ZpUE+jsjadMbZhFfLNMgWbKBi2d3IDFlyMY4ocgUTjCAQMIABxx3Pr9aXy2ZC6xgogG4qOBnpn3rqRDpg8Q6LGi2Rsni3zeYVC4JbIkJONyjA+o96QWGkz2sTXUltDdiP/ShbzqqRj58OByHbhAVX19TwcwcpywA2kYUfh19qTC8fKPeum0u30+40S3S6jshPIlwFdp1jdWBj2Fj1wB5mM9cd+KxtR8pZ4RAE2/Zos7cEFtvJ+uaaYmrFPCg9FIOeoqa1EYuY8xkkyJsOcY+YdRjnioQQpz14+mDU0Du91bBmJCuiqCeg3ZwPzNSC3PswDj8Kizsb2qbt+FRyetcR3EhAK5qJThiKdC3BU9qhiOVcfxBjQBOhyx9aZduILaSU9hmnQjLE1W1g5higHWRxn6CjqBjXIMOmwg/fkfef5116Hcik9wDXIau+65ESniJNv4110QxGv+6KJASUUUVABVQSb5CfyqeZtsTH2qghxVRQF1TkGjNRxNk1JigAz7UnWnUZx2oATBpcHvSZooAWiiikAUUUUANNYOpESstueUz5r/QdB+J/lW7IwVCx6DmsTUQtpaXFxLgDBkkY9FwP5CqRUT508aSm48T3TFiTv2qSP7o/xNZ7xvc6jDZJAXY4JiU9SBxk+measa+RLrUzopVXkMuT1Abt+GKW206/Mb60okRkUytt4KxHgH6Vn1N2ZmqowumhklDGE4O0YXPsPQU17NILJklj3TSAFMdQOuaW+CrrLY+aBpg2c54I9fSustdNm8qymMYYI/2dlPXOQ4P06UWuI5e78OPaWtlIxYNcNlv9kbtv866PSrVra4keRt9uiMvz9D8vIz9K6rxZpIGnwGL5lihCPgcnkHIHfDc/iao2enPq9qipH5VtkyNjBZh1J9h256mm1ZjWxq/DCMxBI1B2lNxz1GCMH8cmvZ4QPLBrj9A0FNOskuEAF02GYdgvZPwH611kTlowcYyO9UloY1Gm9CbIXJ9qi35XNOc4Q/Q1DGcxmmiCRfmFV5outWYR8gpWXcSMUXAyWVlcMvDA5B9K3IJRNCkg/iFZ8kB2k06xmVJXtCf3gHmAex4/nRLYDToooqACiiigAoPAopCMjFAEJGTTHHPtU2wio255H6VQEYHJQ9D0p3LDafvClIDDBoKkgEH5h3oAgbcMjFBmDIM+uDUxAccjBqjeK8UbSpgleTn2prUC6p4p6/eH1FQW8rTRRvsKFlDFW6j2qwO31FID47vLKW98VXNnDsM1xqDwxktxuaQgfhzXWa14L8NaVrNnpl34u2yRMYL7/QiDAdm5SAPvAk4zz161y81ubjxfJD9oFr5uouonY4EeZSN2e2Ov4V6L8RCV8K6RFr13p174lW7wtxZkFnth3cgDrx269O9dUm7pHIratmfe/C/S7fxdp3hy0197i6uNz3Qa1C+REE3h/Q5xjrUNp8L/AO0tT1mwhvWS907UIrdoFhG1oHYYlGTkYBJx7da7S+n0u38d+LNavrki1t9GhgDW7K0mZFwdgJwWAH61Ol7b23xLudWs79RBqXh0zh2dQfMXaBnn72ADj61PPL8C7RPEdd02203W76ws7lrqG2mMKSsu0yEcE4Ge+RXaah8MrLR9a0ew1bWZLaHULYsJfs+7bcZUeUAP97r7VzPhWwXU/FulWtzIESS6RpWkOOAdzZJ+hr1nxLe6VrFha3+mX7vLYeIdswmdQyq7hXC4/gztIPoKubaaSM4JNNnl3jfwzpvhbVF06w1dtQnjDC5VofL8lhggehyDnj0rcT4bwR6lHb/2o5zoZ1XLQKQDj7mCenvWT8SGWbx9rkkbB0aXKspyD8i16z/b4xHpHnWf2Q+FvNL/AC7/ADNu3buz6dqUnJRTQRScmedWfwvjutEt2bV0j1+6sjfQaaY/vRAZwW7Mf8+tTWfwomv4PDU8F8/k6uhe5byQPsuE3evOcEc45rsbC8043mk+PH1C2js7LRfs00DSfvfPAxs2/if0qK38W/2ZB4S05JU2ajZ2qSFXGISJ1LbvT5SwqOafQvlh1OVj+HPh+yttQvdd8SS2VpaalJYK32bPmMBkHjOCee3avPfLii1QRwSiaFbgCOTGN6h8A+2Rzivf4Lm+n03Xo9EvdHS7PiCZ/wDiYMpjMe0ZIHPOcYP1rwWZJI9cdJTGZFuyHMf3S3mc7fbPT2q6bbvcU0lax9himyDIxS5ppPFcx1EQbY9RA+Xdlc4DCnS9KguGxIG75pgacA4zWbezKdT3sfkgjyfr1q+JhHamUnjburnLmVpAwzyx3Of5CkgIoEa81Bd3V5AT+ddvXLaXCEvbYN952LfgAa6mlIAoooqQK93zGFHc1WRCatzAEr7VGABirT0AaqkEGpc4qGWZYUJP4U8HIB9aQD80uaaDzSigBeteV+M/i7N4S8U3OkLpEdwsMaOJTMVLFlBxjHFeq18yfGWNx8Sb1tnyvFCFPqQgzWlKKlKzM6smo3R1H/DQF0Pv+HohlcjFyfw7Uh/aBuwAT4dhwen+lN/8TXjBxnHGDj3pVUOQAwBLADJwPx9K6fZQ7HP7SXc9nP7QN0eU8ORYAyc3R/H+GkP7QVzgY8OxZxzm5PX/AL5rzCbwvq8ETtLAoWMMT++U8hgpC4PJyQOOpNUoNPupJpIgqoYQHm847Fj5wN27jqQPxpezpj55nrTfH+6bBPh2DCnOPtR/+JqpqHxrm1KBI5vD8Ytw+5kFySJSOinjpnBPrgV5nPpd/bw3DzQ7Ire58iVtwwshB4/Q89Kff6FfaYJGvI0iCSLGT5inll3L0PQrzkcUezgHtJlq+15NQ1We+lswqTvlo1k6DHQfX1rf074jC00ePT5NGilCLtaUzEErjBGMenFcxNoN9aybJrZnO8xkW7rIwfbkKQCccc/TPpUNlpN9f+Z9mgEjxOiNGWAbcx2qAp5OTxQqVNa2L9tU7h9vj81yLUeUwK7N3QHpzjqP6Voab4qvbAqoVZkA2qkjdPTn2rIms7i3hV5kKBpHiw3B3LjcCPbcPzqHk/LgE9Bij2MOwvb1O56fH8X7pnA/sKF5e+2YnPrgYrtfBtlHq2mW+rwRG1a4JmkRG3KFz8ic9e5r5/8AuDcJWEittCgEHGOTn9MV9OfDO0Efw70Rl6SQeY31LH/AVnVhFJNGtGrJt3Z1FojqBvCn3FXVwv0NCqAvSkcdzWBoNmYFDUUX3ceopsj54psbYUD0OKdgLkf3aeopkYwozUhZVUszBVAySTgCpAR9oUsxAUDJJ6AVxEfiGOTxXHcxt/oo/cg+qnv+fNHifxEbuNrOybEB4d/+ensPb+dconyde1c86utkdlKh7rcup7VRWR4f1D+0dJhmJy4Gx/8AeFa3Wtjkas7MWiiigQUUUUAVriUQW0sp6Ihb8hXCaZNcWo3W9xLHk5K5ypP0PFdfr83k6JdNnBK7R+JxXH2vC9q560mmrHXhoJxdzpbbXQcLdRbD/wA9E5X8R1H61rxSJKm+J1dD3U5FccRxxUkMskB3RuyN6qcUQrv7QToL7J17etVLlv3ZHrWMuuXMQG9Y5R7jafzFZmu+KxHpdyq2j+c6GNCJBgFuAenvW8asWYOjNdDo9IupbrTop5U2u5bGO6hiFP4jBrTU5I+orO0uVX0y0wu0iFAR6HFX16j6itGZnx3rIX+3dR2g7ftUv3v981W2JhBGpDY+bOME57e2MVc1RS+u36qCWa7lAHr85qtsbJRtqlAcg8EnPT3NelHY86W41YwQSFXC/SniIHGVGP8Adq7pulXWr38VnYW7yzSEAKOcepJ7D3r0c/DS10vTIX1HUGuLoSoXt4VGzBONoY/MevtSlUhBqLerJe1zgtH8N6przSf2fZeasa5Z2wsY9tzcZ9vWrcfgrWHDbraCJl42yzxhj7AZP+FeppGI4IoAW8qIYjjz8q/QdB+VR3Bghja4nISOJTuYk4Cnrn24FbeynZttL+u5zfWFe1jya98N6nYIGmtGKY+9F84X646VlmBRkMArDkKV616rc6q1xZuY2WJRK0WzOWbA4+g/+tWDfrbTCJXCzkxjzdwz8/sf8K8/EY5UXtdW3ule76LyBVn1RwpjGSSOfXFMC4VwMAH7w6buf1robvRQ+57Q/wDbJv6H/GsV48OQVIIOCvQj1rahiaVdXg/l1NoTUtisUiKr8nzDrnGMdsU+A/6RAo4AlX8twoK5JxgD3NPiVBd2+xiw3xkkrjByMitWjRM+wScGo2fBwac5wahbk15p6Q2RwTgn1qpO24BvSlmYrJgmqsk4XGemOaoCfULwfZ4YE6kZI9qqwRhvnkOEXk1UDtPLheSepqaQs6iGM/IPvN60AWdOuPO12FzwCSFHoMGutrhbFzHqUDp0WQD+ld1USAKKKKkCOUdDVaV9gJpupXX2HTp7nYH8tc7ScZ5rFl16yuIA4mWMnqj8EU01ew1FtXRNNMZJcZ4rTgk3Rp7CufhuI5vnikWRfVTn+ValhLlSuelataCNQUtNU8U6swHV8w/GQZ+JuoYHPkwZ/wC/Yr6d5r5j+MuD8S78YGfJg5/4AK1ofEZVvhOC2jy9+9M7tu3PzdM5+lDO05UO4OFCDJ6Adq9eurlrz4VWreF49NmsLO0T+1LWSIefFMCGMue4yCfp+mhrOrX3iHwt4NsWtrNX8QzeXdmO3CkKsinKn+HgGtva+RjyeZ5ufGN/ELZmt7fKmKRWzksEUqfpuPzHuCBWfJrXn3Fy09r5ltcRRwtF5pDAR42kNjqMemOTwK9p1l7CL4g6JdpaJHp2twXGkTIIgBuR2VWxjg5x+Fec/Eq6t28Uf2VaIotNIgSxjwoG4qBuY++ePwohJSdrBO8Ve5jP4kjk06axbTYVtpUcPEkpUbmcPvBwSCNqgDOMAVBq2vf2vafZ3tUjUXBmG1yx2lSNmT2BJI9Nxr1JtMTTPhLpxihjXUtOW31rfJFuBDytwfUBTyKzPijrdxNoug2Xk2ixX9jHeTNFAFYyZ7HsOelEZJuyQNNLVnDyeJllkuwunpHHen/SUE7Zcbdow/8ABj6HOTnjioV1+W3v7+5aCJ7i4uI5t6SkKhjfcMY6g46k16p4E0WLUvBvhiQzWUBt9baVhOQGmADDYv8AePPT2q1NPF4Vdry1sLaaXWfEs1rctJEGxAJCmwenTP4mj2iu0kOztds8Uv79bxVRIEgRZHkVQ5b7wUYOe/yZz3JPSqPbGR1r6Kg8J6K+i674fkRILeXW2WBwozEBGk20HrjCsPxq3IIJPFt9c6eLK3DeHIprd7mMeVGTI5Vm9umaXtl0QezfVnzWUZHKsCrDqG4NfVXwyGfhvoP/AF6j/wBCavnrxxPd3Piq5e+utOu7jbGGn07/AFLfKMY/r719D/DP/km2g/8AXqP/AEI0q/wpjo/E0dUaglfAqR2wKozyc9650jpIpJDziktpS0nzegNV5VMqsmSFZSCQeatzWhsLJbhpHcxoDJxk+54qm7AXjPHDC8srhY1GWY9hXF6zrU+pkxx7o7YHhO7e5/wpuoaydRcRJlbZDkA/xn1P+FVztK8iuGtWu+WJ30KHL70tzMlUheetVJMg+1akq7geKoyIcYrnTOqx0fgjUfJvns5Gws4yv+8P/rZr0HvXi8Uz2d1HNGxDowZT6EV65p94t/YQXUf3ZUDY9D3FdlKV1Y8/Ew5Zc3cu0UUVqcwUUUUAc74vcjSEQfxzKPyyf6VzUBwoFdD4z3fYLbH3fPGfyNc1Eelcdf4j0MMv3Zog8A04HjPeoozlRTz0PNZotogmOBxWPcW5vL20gH8dwufoMt/StWVuDTNJi8zX7EY4DSN+Sf8A161pK8kTU0gzsoIhHGoHHFWU+8v1FBXDYpyjlfqK7Tzj5A1iN01q+3KQGuZWXI6je3IpllayXt5BawgeZNIEQH1JxUmqkHW7/IPFxMOD33tXV+AdJ86ebUpAQsX7uIjruI+Y/kR+deooycbR3PLqSUbtnY+G7GDwxYy29kGurqVgZ7lvkQ4/hXqcDn61YW0zci4llkklBOMnOM549TjJqwqqqhVACgYAHYUW9lPeTpbqzTNIcBAAoP1PpV0sLTpN1Jay6tnFKpOo+VArK6hlOQehqtf3q2FuJWTflwgXOMk//qrX1LSLzSViNwIzHIdoaNsgHGcHgY6H8q5bxBqCxwtZqFJcfvM84HoPQ+/ajE4mEKEqil6evoRKnKEuWSsYzwzTW7T21qscWWChOrHOSo7kj+QqgDGZ9jzxoOfnJyOme3rx+dSfbLhNm2aQbMALvOMDsQKtrcWl7cpENLCvJtjjEJyd2cD0z1xjIFfMJUaz5nK0vPr92yLSuUljH2h4hNGdq7ty5IPGcDvnjGKq39klznaQlxj5ZBxu9j7V22r/AA51XSrQ6jDPHI0JMjRxZ3xjrkH+LHeuNZJdm5jvGPUcflWLvQmpQ0ab9LFzpypvVWZyksZRmVgVdTgg9jTIcfa4OMfvE/8AQhW3qtsJUNypAZQBID37A1jQgfaYsnnzU4x1+YV9Jh8RGvSU1v19TopS5j67lODn2quJRuAz14qe5OB+FZckuxg3oc1xo9YS/l2zHHYYrJmmUkqSMDrTb7UIknRJJUWaYny0ZgC30qS1i3uu8Lkc460wJ7WN2Xptz6dqluF8qLauBxir8aHAwDx6VzfiHXbbTCY8iW5PPlA9Pr6Ck2krsaTbsjWsLZ57pEiGACGJ7DHNdjXJ+A7+TUdCeebb5v2hw20YHbH6V1faocr6g1Z2FooopCMPxS/l6Hcf7e1f1rzpx5ke013PjSXZpMSf35h+gNcQoyua5qz1O7DL3Lmb5EkE/mQyPE3qhIrd0jxHc2l3El2/mwlgrOw+YD1461nzKAKoGR0mRozh1YFfrniphOSehpUhGS1PZIZ0kA2mpxVe2LtbxmUASbRvA6bu9WQK7meaKOlfMnxiAPxK1D1MMH/osV9OYr5m+MRLfEq+UsSqww4Hp8gq8P8AEY1/hI38eWsPhS40zS/D8Nje3ttHaXt8shPmoq44XHBIz+ZPNSaV8QYdOXwuH0kzf2EkwXM4HmtICAfu8Yz71w6lhEV3/Juzt3d8dcU5QMglTtx0zXYqUWc3tJHczfEq71C10j+1LZ7y803Uvtq3BlC7k/55428dcZ9ulcxr2ojW9dvtV8gwi8naUxFw23J6Zx/SqcUHmKxB+ZRuxjqK7Pw/4JS6CXmrySpHuDC1hTDuPdjwg/M1fLGGqX3ESqN7sv3HxUnuf7QspNMJ0e5sRZx2QnH7khdu8Nt5+mOwrl/EniAa/baRF9lMB06xW0JL7vMx/F0GPpXbSeDNDiuGlisp3jY4EL3LELnvwATj61Bd+CtIa2Zl8y0Iyd4cvj8CT/jSjTUX8LX9epEsQmtWc9pPjNdL0fRLA6eZTpepm/L+aB5nBG3GOOvXmtOx+JkUEt79v0KO+hfUG1KzSSbBtpifXHIH4d6wbjw7JB88FxHKAxUb02gnGcdxnFY1xaTWrhZo2jbqM9/oayjPDydk7v8ArYca99mdFe+OrzUdBu7GZGjvLrU21BryN/u5QpsC46Y4znpWtB8TrZbtpbrw/wDabZtJi0uSA3OAyqSSxO3oc4x+tcAVIIYgHPr3qMllBXJAbGR6+laOjHsaKpIva7d6fqOrSXWmaYmlWhCBbVX3hTjkg8Zz1r6U+GpI+G2g4Gf9FH/oRr5a78E+9fUXw4JHw30LBx/oo/8AQmrGurRSNqDvJs6WaSQZ4H4VQlmdicCrZjaQ/M+BVaeREHlxfi1c51EMSNJOi/3mAroyARg9KxNOj3XW49EUn8a3KiW42ec+ItH/ALLvRcQLi1lPAH8Ddx/hVGF9y9a9G1Gxj1GxktpRw44PoexrzXy5LO8ltphiSNtpFcVaFndHfhqvMuVk0gx71TdQAT3q2zBhVWUlXrnOtGfcLkcV2fgLVN8M2nSN8y/vI8+ncfyP41xs7HtUmkag2marb3Y6I/zgd1PUflW1KVmY14c0LHtFFRo6yIrqcqwyD6ipK7TygooooA5nxl/yDIf+u4/9BNcvAciuo8af8guD/ruP5GuWthlQO9cdf4j0cL/DNGLkdqkbpTYxgCnsBg1mi5FKUfLkmrfh6PdrkR/uwyN+qiqsvpWl4YXdqs7f887cD/vpz/8AE1tRXvGVZ+4zqW+8PelXqv1FI/Y+9OHUfUV2HAfIOpMo1y/JjUgXEwwSeTvbmvStEubDR9JsbCS4QStHvdl+ZQx5OSOB6fhXCLp7X/jWSximiD3F86B2Pygl24OfyrX1LTL3TLtra+tpLWYdEcY/I9CPcV04jGSwyi4K9/U8fERbXkehRzRyxiSN1dG6MpyDXQeFpI4Dqt6yb2trcMqjrj5ifz2j8q8g0zVptOnUM8hgLZeMEDPGM8/h6dK7fR/EiWl6t5ZSxzBl2SQscF164I6gj/Hsa2ji44ui1HSXYyw7VKqpS2OR0/4ja7rniq8069Jnt5X3RxhgqQiMFjgY5zwBz+dQXTu8UTnksobPXOa6Oex0WLWZdS03TRZyyqVYeZu6nJx6D2qjdWcckhdCgVuTGy8A9yCDxn0rjxOArVKMVHdN6epti6satS8djnjKQ2adHqUml3MeowR+bJaOJxHnbu2nOM9uO9SalaraSRlZA24E4xgjHtVberxnI56EeteHUpToVOWa1RhH3Wmd78GPG2r+Ibu707VppLtNrOryHcVxjjPpg4/L1rEksI4NQvI5UVoIriWO2IOG8sOR1HUcDGaTRPFcXh7RZLHRNFgt7+4Xy2u1clj7hT0PfrjPNUrQyx26RMWeQk4H3jyenua93AqNWTurx/D0dztxNaFRJQKeqWmBIoOUdThu+PeuWjDLdQqw2nzFyCOfvCvZ9M8G7o47rWxsAIdLPdhiPWQ/wr7dT7V5bravP4svnEZDC8ZmXYE2gOB07duK3o0oU6k40vhdn6PqZQpuCu+p9QXo+QGub1G8W2t5pmyVRSxA74Ga6LU8iycg4IFcRqR+1W1xGPu+WwHucGubZHrwVzzabULjVblry5OZHPC9kHYD6V0Gk6jqMSgJeThew3Z/nXMWq/vgnSup0+LCj1rinJpnfGKasa0+o38sJEl5O3HTeR/KuWnADn+ddHKoEZ+lc/dDBNZ8zb1NOVLY9N+GBJ0G6/6+T/6CK7muL+GkWzw48mMeZcMc+uABXaV1x2R51T4mFFFFUQcl46bFla/9dT/KuMjPFdT4+lwllGDzl2P6CuQjf5eetclb4j0MP/DEuGxWcWJkyDyKuXL5U1SgUvcKo6k4FTBamstj2awk86zhlPV41Y49xV0VQsoDZ28NsTny41GT34q8DXeeUx4r5m+MP/JTL/n/AJYw/wDoAr6YzXzX8X1U/ES+ID79kI7Yx5Y/HNbYf4zGv8Jw37sSKyoSoAJVz949+natzwv4cuPEupi1RzFAil5ptu4Rj6ep7Cse0tpbq4jt4hmSRtq57E17Pp9oLGwjsrb9xbIoBEa7TMccsx68n8cfWuuftH7lNavr0R585qOrLiSaT4YsZNL0nTj5joEmk2/PJlSAS3fv0wBTUUpGqFixUAZPeoxJbwkxqyqw6qDk/wCNPQuQWcbQeg7ge9dGFw3sbtu7e5x1qrqeg+uXu5Ly3vbk3QiYvGqK38I5yGCnnt+ddHchjazBJBGxQ4djgKcdSe1cdFJbFZXu2ld84ROSCR3Y9x0xg1y5lVceWEXZu+raSXr3IgQTXTNAIFAEe8yYxyW6ZzVdtsimOVVdCMbWGRVyfS7opHJaxeZA+REzH5nHUcZ6kHHHpVa6lcSqz20KMpLMsa4Dc8Dr25r5yrRqx96T2tbR/hbQuxhX+kmLMlvlocZIJyyf4ismRQGPO4dieMiuzmniMv7qRSc5ACkcHnGO2M4/Cuf1O0WJxPCNsb8FR/C3p9DXqYHGycvZVXd9H3N6c3ezMlmYoqkAICSML69ee9fTXw8bHw60Ef8ATqP/AEJq+ZGGDX0x8PWA+HmhZ/59R/6E1d2IWiPQw+7OjlkIUgY571RbrirDncSTVY1yHWamkLhJX9SB/n861Kp6cmy0T1bLGrlZvcBK43xlph+XUYV5XCS49Ox/pXZVBcQR3NvJBKu6ORSrD2NRJcysXCbhK6PLYpNy0ybmlvbZ9N1CazkOTG2AfUdj+VMJ39a4JKzsetF3V0UZuDmqZOCRV65Ws5vvn1pRZbWh6p4K1MahoiRs2ZbY+W30/hP5cfhXT15R4K1M6fryRucQ3P7pvY/wn8+Pxr1YV305c0TyK8OWbHUUUVZkcx42/wCQTD/13H8jXM2QJANdJ41b/QLZP70+fyU1hWMeIwK5K/xHoYb+GWh8oxSO+R3p0owKpSS46mskaNXHvjrW54Yt/LNxMc5mVGGf7vzY/wAfxrnreN9RvYrSI4MhwSP4V7n8q7e0gWC6uFQYRRGij0AX/wCvXVQXU5sRLTlLUn3aF5C/UUP92kjPI+oroOQ+UoLoWHjb7WwQiPUWf5iMACU5z17Zr6KubVrqEwvBb3lof+WFwocD6Z/+tXzJqhA1rUP+vqX/ANDavoXwRqU194asZLhkaQRhHK9mXgjjjtXVio3jGR56bTZmaj8P9DvMtDDe2D9xFIJEH4N/jXP/APCury1vI5bfVLeaJG3BXR4X46diB+deskjHTNQs9vnDcH3FcCjFSUktUDhF7o80k8P6xk7LZZPeOZD/AOzVVk0TWkznS7s467Iy38s16k4syMu8eP8AaNQsdOHLSwfiwr0lmFTqkZ+wgePanomrzWwKaTetIjgjEDdDwe3+cVVg8IeJLjldGu0X+9MoiH5sRXtDSaeR8kiMfVAW/UCkVoGOMM31WvPxUVianPLQPZQPN9K+H96ZFmv7u3gwMBIszOPU8YUHt14rtdG8O2ekkPaQHz8Y+0TkPIP90fdX8Mn3rfWJNuQpJpRG5PzOFX+6nH61UJOEOSL0LjFR+FFaWFVXDHLk5JPJz6n3r5z1yUT+K7yTbtDX7HB5P+sr6B8RanDo+kXN22FWCMv9W7D8Tivm4SPLexSv8zNKrMfUluSfxNdmFj8UhTeqPrLUButXHqtcOF4ZfYiu5vOYG+lcXtxO49GNcx6dM8vjTZqci+jV1dgPlBrm7lfL125HpIR+tdJYnCj3rhmtT0IPQuTf6s1z16MV0cgytYN+menas1uaPVHq3gOLy/B9lxjfvb65Y10/eud8DkN4P07BzhGH/jxrou9dq2PMl8TFooopknm/juYtrKR54jhX9STXNAnbxWz4sLzeI7oY5BVQPYKKx3t5FBODXDVl7x6lCNoIq3D8VP4di+1a7Zxdd0y/zz/SqFyzqpJBra+H7I/im3L44DbfrtNVS1YVtIs9ZulxtlHbg0I2RU8iB42U9CKowMQg3dRxXctjyy2Aa+bPi8rf8LKvmAP+rgAI9dgr6TRwwr5s+Loz8S7/AI/5Ywf+gCtsP8ZhiPgI/AOll9Rub6Zf+PYeWueznr+Q/nXoded6Rq02l6JDa2wjjdnMrSr8+/PTg8YwAK6LT/FMVwxS7CxH+FlBIJ4GO/rXdTx9BT9k3Z/hc8WqnKTZ1Fnave30FrHgPK23djoOpP5A1p603huwlGj/AGiOHWGiaSGMbmclVLHdjjBAPXtzxVDRL+Ky16zmnYLFlo2YnhdwwCfxwPxrzv4heDtfPxGN75dx9innyLpGIVUY88jp8pK49vSssXUqKtGMTvwlKm6MpSXc2Nd1LdGYIshVIL57nGQPoP51zTPxnuTWrqluVnlBPEzs8bE9f9n6j+VYsyPGSrAjH6V8/mDqTrS9p029OhwKJL5rwLvSR1KgkbXIr1fQE8IalGPDs8kV1q6wRmdpUIkdigbKsfY5GO3rzXkQ3FRkgirvwy8H61J45i1KNG/s+3mBadn42qQQPrgAY9/Slhpt3i3fbQ78FGMpSUuxoa5on9k67eaYMyPC42ANhmjIyrY7++OmKxri3Me6GZMg8MrDkV2PijVrDVvF9/dWp8zyVSBZAflYAckfjkZ9qwL4CeLOCzrwuAST7V6Ly6MqXtqbtLf7vyZy1YxVRqJwbKQ55Axwd35V9IfD8f8AFvdC/wCvUf8AoTV4L4j0a40W/jhugFnljE7RfxRgk4DDscDOO2a9/wDh4oPw90LnH+ij/wBCauypPnpRl3/yPQw17u5tyDEZPrVY81cudowM5qoBlwPU4Fc52HRQrtgjX0UVJSDgAUtZAFFFFAHDeOrDHk6iijj91J/Q/wAxXKRPnGK9O1+GO40G+SUgL5LNk9iBkfqK8mtixYHnFcmIjZ3PRwkrxt2LNxypFZjr83TFbLxEoTg8DPIrMlQb65kzs6ESO0TLKpwyEMMeo5r2+1mFxaQzDH7xFfj3Ga8RkGEP0r2jSlK6RZqRgiBAf++RXZh3uefjFsy/RRRXQcRy/jJC1paNxgTY/NTWXaqAo4ra8Xsq6ZCTjPnrj8jWLasCgrkrfGd1B/uyScfIaxLzJ4B5JrZm5GO1Y94MNkeuazsbJl7wpmPxEityWhfH6V3RUC4cjuAa4bQ2EfiKyk5+Ysn5qa7pz/pJ/wB0V10fhOLEfGK3So04cD3FSnpUSj94v1FbGB8ham6jV9RXYN32uU789t54x/WvS/hNq6/ZbvS2fEiP9oiX1UgBvyIH515dqx/4neoHP/L1L3/2zTrG9nsLuO5tZXhmibcjg8g16Uoe0hynmy0dz6pgmEq9eakaFZByK848K/EGz1VUgvXS0v8ApgnEcp/2Seh9jXfw3gbhjg15s4Sg7SQ00xz2YwduQaiNm3ernnkc7Cw9VIJ/KmfbrcEht6kdQ0bD+lSVZFcWfqTUqWqqcgZNSreW7HCsSfZD/hUvnRgZ6fUYoDlGqhxyKZPKsanmop79QMIa4Hxr44i0a3e1tJEk1JuAByIR/eb39BVQg5vliJtJHOfFHxJ9puV0W3k+WIiS4x3b+Ffw6/Uj0rziDb9uiWUlQJAMqAec8frTbi4eaR3dizOxZmY5JJ9TUMDf6VB6+av8xXqKKpw5UQtXc+vrs/uT9K5CUYun9+a668/1J+lcrcD9+D7V5qPUR5vq6hNfuCP+ehBrWsZBsH0rJ17K+JLxO28H8wDVm0m2ICa457s74bI3PMwPes25jL5wKs2pa4JwOKuyWaiLgZNZM1R2Pw8n87wusXeCZ0I/HcP512FecfDu78jU9Q05ukiiZfqOD/MV6PXXB3ijzqqtNhRRRVGZ5n4jXPim6+q/+gimrCrRcgGp/E8Zj8USt/fRGH5Y/pRBzHXm1vjZ69H+GjKu7KIofkFZmmn+y9at7pMjy5Ax+mea6O4QMprDniy7U6bsx1EmrHsoYMm5TkEZFUACSRj61DoVybvQLSUn5vK2H6jj+lXgA6A969OLPIas7EYRk5U185/FtzJ8RL1RGNwhi5UfM2UHH+FfSCcDFfN/xcx/wsi/458qA5z/ALAreh8Zz4j4DtrzwHZ6nZW17pdzHZTzwpIbeYloWyoOUfGVH1H5Vx2reGdb0fLXWnTrH/z1jHmRn/gS8fnivR/h9fW2seDbCN1Rnt08l13ZIK8Z9RkYNdSLUxAiGaVAewkOK4q2Gi5t7M5JU4T1tZnhlr4luIojFcBZwoxlj82PQnv+NdC19JLDGGllKKo2LIx+UY6YJ4r0G/0C01Ft17YWV039+W3Uv/30MGqE3hGwkJJtXT/rlOw/nmu7B4iVPSs+btoZSw/8rOFkmDKVYBgezAGszVMNp7CONMxkNwvIA64r0KTwRYtna98n0kRv5qKqv4BhZGBu7sAgj7id/wAa6a1ehVg0+qtsSsPJdjypJNmfepEluArJbyyL5nyFVcqG+vt9a9HtvhlpEajzrzUpMDhV8tB+eCa2tP8ABmjWDB4dNjdx0e5JmI+mflH5V89TwslNN7Fqi073OA0Tw/e6i5j06BnjB/eXMh2xr7lug+gr0PRvD9posfmQf6TeY5umXAT2jU9P941tmBQq+fINq/dUngfQDgfgKlcbYjtXaPVup/CvWqYhyjyRXLHsjWEIw1W54Z8Sk2eLFaQsyPbxlgMDgFuAT178nua9f8AY/wCFe6HjIH2X/wBmavF/iRcrceMrra24RJHEeehC5I/X+de0/D4hfh7oYI6Wo/8AQmrSorUomuHfvs2ZeXpLdd1zEP8AaFLIRk49afZDN5Hx3zWD2Ow3aKKKyAKSisvWtVj0iwedsFz8san+JqNhpNuyMDxhqo/5BkDZZsGYjsOy/wBa561tcAcVXjMlzcNNKxeR2LMx7k1rxrhc159afMz1qFP2cbEE6Dyip9KwroKuQK3bpsDmueui0s4jjBZmOAB1NZRV2aydkWdE0uTWNWit8Hywd0jf3UHX/CvYVUIgVeABgCsHwxoS6Ppq+YB9plw0h9PRfw/nXQdq9GnDlR5Nepzy8h1FFFaGJyvjfP8AZluwPAuBkevymsawkzGOe1b/AIyi8zQS2P8AVyo39P61yumy/KFPXvXLX+I7sPrA05TxWbdKGBrQdsrVKYcGseputhukyf8AE208d/PANegSHF7j1WvPNMYJrVmx6CdT+uK76V/9OB9PlrsobHFiPiRapmMOv+8KeDmkx86/UVsc58bauSdbvxj/AJepeg/22qqjHIA5q1q+TrGo9MLdy/XlzVWJo0kjZvMIBywQhT+Br0os8+S1Lcc5EQQOcM2Snb2P6mul0bxrrOjKsMN0JYF4EM43qPoeo/A1xynDYJH17VIsuK1vGStJXMnF7o9hsPixDwt9YSR/7du+4fkcH9a34PiToMqj/iYtF7SROP5A14GJvepBNkcEnA5rKWFova6C80e9SfETQAOdWB9likP/ALLWVffE/RoVPkLdXT9sJsH5n/CvGmmBY7d2O2TUbzHPJ5HHNSsLSW7YXkdtrPxH1jUVaK2K2MJ4/cnLkf7x/piuLlmLElmJJOSSaiMp5w2CePqKakzxSLIh2sOhxWq5YK0VYai92KZF8tgUyxIw2enrx3otmK3cG0nJkXP/AH0KhzUtujCe3kKtsMygNjgkEZH61LZcUfX94QYyPauYn/1grpLtsxsfbFc5KMyVwHpI8510g+Krr/eUY/4CKt2yIU5XH1qjrXzeIr1geRMR+WBVm3cuuMc1wz1kzvhokbOnFfmwM+lacgzFx6Vm6cmxQBznrWm/EZrNlrVlXw7N9k8aWLdBKWiPPqpx+oFeu14mspt9e0+fkFLmM8dfvD/Gva+1b0XeJyYlWkLRRRWpznDeNoPL1GyugOHQxn8Dn+tUICNgrpfGNqbjQnlUZa3cSfh0P6GuUspNyDmuHERtO56eFlenbsWJVBFZk8XJOK1X+YcVRnHyms0ayOj8HXO7SZrfPMUxP4EZ/nXSQnGR+Nc74RhH9lzsB8xm/kBW3iRSG6j0r06esUeVV+NlwjnNfNXxbV3+JWo7VJCQQsxH8I2Dk/mK+k1fcARXzR8YTj4mX/8A1xh/9AFdGG+M5q/wG/8ACTU4le908rhwFnVic5OdrY9ONtewJJvXINfMXhjXH0DW4L9VLouVkQdWQ9QPf0r6C0jWLa/s4ru0lEtvIMhh29iOxHpRioNT5ujOOLNlzMvKHP1FRG6nUcxrn6VYjkVxkGn7FIrmL9DNN7cgcRxE/jTPtd23aFfopP8AM1pfZkJ6CgWwHQUBZmcrXDEZb8lAq9GrBcEnPrUohp+xUGSaAsyIRKPm2jPqetZPiDVoNJ0u4vJ2xHChYj1PYficD8a0Li6VQQprxP4jeLF1S8GmWcoa2t2LSODxJJ0wPUD+f0rWjTdSVugpOyOHvbx728murg7pZpDI5HqTk19HfD18fDvQuM/6KP8A0Jq+ZnkAdSuQRjvnmvpv4fytJ8PdDd+Wa2yTjqSzV14m1kkaYZas2pjk5AANS6aM3o9lNNkTETO3HpUmlqTcs3YLzXG9jsNiiiiswImZUQsxAUDJJ7CvMtc1NtZ1QshP2eP5Yl9vX8a3fGWt+TF/Zlu37yQZmI7L2X8f5Vy9lDzmuetP7KO3C0vtMvWkO1elW3OF444pqfKnSoZ5doNcTO9FK/n2xkk/rWp4H0f7TdNqtwuUiO2EHu3c/hWFbWk+tatHZQA4Y/M3ZV7mvWLO0isbOK2hXbHGoUCurD0/tM48VVsuRFqiiius88KKKKAMzXbc3Wh3kI6mIkfUc/0rzqxfAB7V6q6h0ZT0IxXlNsnlyvEeCrEfka58QtmdeFe6NdTkCoJe9Pj4TFMk6EVzHYiiZGhlWVB8yHeM+o5Fdppl0bzTra7PLSIJG+p5NcXKvzD34rpfCMgl8P2Yznamz8q68O9zkxK2Z1KHKgg0ucMPrUUB+THpUpGRXQcZ82ah8IvGd1q15PHYQmKW4kdT9qjztLEjv6GoP+FOeNQCP7Ot+vBN5H/jX0wrdqfWvt5GToxPmP8A4U741HXT7f8A8DI/8aVfg741JH/Evt8d/wDS4/8AGvpkgGgDFV9YkL2ET5pX4ReMlD79NgbIwuLyMYPr15+lNHwh8Zjj+z7cn/r8j4/WvpV6gydxprETD2ET5x/4VB41I/5B9t/4GR/409PhD44hlDxWMAZTwwu4/wDGvpFTxUgpfWJh7CJ8zj4PeNgeNOtvxu4/8aQ/B/xtgA2FvgdB9sj/AMa+maQ0vbzD2ET5oX4PeMyGDWdugwSP9KjOT2HXj60sfwh8ZLPG72NuNsitgXceMZ5719JE4qM9fan7aTH7GJQvTstXPesILukUVtagd8TKPUVkgCNZGJ+6KzNTynUZC+sXUmfvTMf1NXbQ5wM4qlqcRh1CVT1DVasTllFcEtz0Y7HTWI+XFXX+5iqtiMKKszH5TWbNEc7qjbJVfH3WDfkc17jG3mRI47gGvCNWYs4XjLHGPrXu0ClYI1PUKAfyrehszlxe6JqKKK3OQrzwpcW8kMgyjqVYexrzOGJ7O8mtJPvwuUP+Nep1wvi+z+y6pDfoMJOux/Zh0/MfyrCvG8b9jqws7T5e5AvK81TuVGDVq3O9AajkheWQIgyzHaB71yo7Wb3g8ONPn3A7DLlT68c10OMVUsrYafZW9uvOwYY+pPX9avcEV6UVaKR5U5c0myJfkfHY180/GHA+Jd+TjiKDgnr+7FfTDLxXzL8Yju+JWoHgEQwZGf8AYFb0PiOev8JxSP05PFdB4e8R32g3DS2lwFVh88TgskmOxHY+9cznHT9asbzEzIM44zuXB/8ArV3ppqzOKS7Humg/EbS78KlzJ9guP7srfI30b/HFdrDfRXEayK+VI4eNsjH1HFfLiTZwAOvGM9avWerXdiwa0uprdh3icr/KsZYOMtYOxPPJbo+mfPk3fJdjb6PGCf0xSm6lHW5j/CL/AOyrwW2+IniGBQpvI5gP+e0KsfzGKsN8Tde7fYxn/ph/9esXg6nl95XtUe5nUAo5csfoBWbqeu29jAZr26itovWRsZ+g6n8K8Ru/iB4huE2/bxED18mJUP59a5u5vprqbzbmeSWQnl5GLH9aqODf2mDqN7Hf+LPiMb2GWx0jfHC42vcNwzjuFH8I9+v0rzk75WKorMQCcAZwAMn8MVG8nXnNMlwkjKsiuAcb1zg/nzXVFRprliJJvVibjuxnAPBr6j+HMip8ONCzz/oo/wDQmr5Yz27Zr6f+Hil/h1oPPH2Uf+hNXNX1SOqhuzobiYynHarWkj95Ke2BVR0AbANXdLPzTj0x/WuWWx1GjWbrWqxaPp0lzJgt0Rf7zdhV6SRIo2kkYKijJY9AK8o8Qa2+t6l+7JFrEdsS+vufc1jKXKrmlKnzysVo5JL66kuJmLu7FmJ7k1swxKiD3qnY24VAcZq8zY5z0rgk7u56kVbRCySbRism9uS3yJksTgAdzT726CggHmuj8J+HmUpqd8n7w8wRsPuj+8ff0op03Niq1VTjc1PCuhf2RZ+bOv8ApcwzIf7o7LXS0lLXoJJKyPJlJyd2FFFFMQUUUUAJXmGpx/ZvEV7H0/elh9Dz/WvT64DxhbmDXo7gfdmiGfqDj/CsqyvE3wztOxDHk854psgwcUtud0Y9qdIvGa4z0FuUJgOD71o/D6fzdHZM/wCruJFx9GNZ9zwF471L8Nmzb6gh/gvJR/48a6cNuc2J+E9Aj4Y+9TVCAakBrqZwiMMHcKcDkUHmmD5TjtQBITSUZppxQAjVAfvZqc9DVc/epoCZaeDUaVJSYC0lL9TQaAI2FRN0NSNUZ7800BlXBJz6k1RvY/KsTnhnOK1PKG8sxHXNZesybpUjHQDNUB5l4jgMd9v7OMj8KhsD8y1s+KoP3EcndXx+BH/1qwrA4kFcdVWZ30ndHYWfKAYqW4OIzmobMkx5ovXIQ5rBm6OfuR52qW8efvTIufqwr3sfdrwSyUz67Yrn71zGP/HhXvldFHY48U/eQ6iiitjlE7Vk69p39p6TNbj/AFgG+M+jDkf4fjWvSUmrqw02ndHmumPviw2QR1HpW9pNmZr0Slfkj5z6mqi6aY/Et3ap8qM3mj2U8/zzXWW0aRRhUACjgCsKVLW76HZUre7ZdRTggg0qtjANKyjNJj0rrOIl6ivmH4xkL8Tr/IyPJh74/wCWYr6bVuxrk9d+GvhjxHqsmp6nZSy3ciqrOtw6AhRgcA46VVOai7sipFyVkfKqlipQZIPJH0pXkaRtzsWY9WJJJr6Yb4N+CwcnTrgjp/x+Sf40o+DXgkjjTrj/AMC5P8a6PbxMPYSPmffz2FPjZ3YIgLMTgBRkmvpf/hTXgr/oHT/+Bcn+NIfg74NDBhYXG4YwReSDH61SxMRewkfNaykkKc9egoMzEAEnjgDPSvpP/hTngvBH9nXHP/T5J/jSf8Kb8Ff9A64/8DJP8af1qIvq8j5rMnp6USEJIyrIsi9A4GAffmvpU/BzwVx/xLp//AuT/Gj/AIU14LP/ADDrj/wMk/xpfWYj9hI+ZzgZBPIPGOhpnXqcV9Of8Ka8FAf8g64/8C5P8aiPwi8FRyKyadOSpBGbuQj8iaX1iIewkfNQ2BG3E7iBs24x15z+FfT/AMOx/wAW30HB62o/9Caqn/CofBgZm/s64yc5xdyd/wAa6rTdKttH0mDT7OMx2ltHsiRmLEDJOMnk9azqVFJaGtOm4vUci5Oat6V/y3/3hVeMYgc/rWFruuy6LpEn2cETXDbFf+5xyfrWMtjdJt2RneOvE3mO2k2cnyKf37g9T/d+nrXMadCXYE1lxbp58sSSTXTWEWxATXBUlc9KlBRVi/GNiAelVby6Ea9akuZlijznk1f8OeHTqsov75D9lU/uoz/y0Pqf9n+dZRg5uyNJzUI8zF8L+HGv5E1G/j/cjmGJh9//AGj7fzr0OmhQowAAB0Ap1d0IKKsjy6lR1JXYtFFFUQFFFFABRRRQAVyvjW083TYrpR81vIMn/Zbg/riupqnqFqt9YXFs3SRCv49qmSumioS5ZJnn1k/yDnirjgYrLsmKZRwQynDD3rUyCtcJ6lzPulPFP+Hg8u71uL0vC3/fQB/rT7tcx/Sq/g6X7P4x1K2PAuIY51+o+U/yFb4d+8Y4hXgejE8UuTindRTNuK7DzxwfsaccHmo9me9AJHBoAdkUlBooARjxUeOfenmmZGelADxT6aKdSYC0hpRSEUAMaq7A81Yb61A2aoCLy+QSeBXPXx33krHoDgVs3twUTaDyaxpfnLE96YHN+JYfM0xyBkqd1cbasQ4NesW+nxX9ytrMoKzRSLgj/Z4NeUIjQ3TxPwyMVI9CDiuastbnVQfQ66wc+WKL9sxEDvUFgxMYGParVxFlSa5GdqRk6CgfxZpUTcj7SpP517r2rxDwtiTxxpwIziUnH0U17h2rqo/CcGJ+MKKKK1OcKKKKAM+S1C6k91xmSFY/yJP9alj4bFErEzYHQcUo6g1VrILj2pOKd1prDFACMMc0ofFKDkUoAxQAbge9AxSbAaNuO9ADqMUgNLQAAUUZpaQCYpelISBTGkFACSsTkCo1QD/69BZmPA604Rk43HIqgEPJwOgqCdy3yKKmkYAYWmwxDO80AQTr5VqF7muO8Zw+ZoqMBysy/qCK66+k3MFHQVg+JIt+gT/7O1vyNE/hZdP40cBZW2GB5raR/LTrgCqFqdvTrWvpumTa1diCMlIkwZZMfdH+J7V51m3ZHqXUVd7FrRtEbXrtZJQy2UJ+c9N5/uj+teiIiRxhEUKijAAGABUdnZw2FoltAm2KMYUVYHSuuEFFWPMq1HUlfoOoooqzMKKKKACiiigAooooAKKKKAPONbtvsXiG5TGElPmqfY9f1zSoTtHvWt41tsNaXqjlSYmP15H8jWLAdycmuKorTPSoy5oIdMAY2+lZFrL9i8Y6RcdFlL2z/iNw/UGth/ukdc9657Ww0dulyvDW0qXAx/ssM/pmnTdpplVI3g0etqeKfVSCcS20UoOQ6Bh+IqQTdjxXfY8smyKa2McUzeD3pCBRYB+aB9KaKUcUABxUfFPIJpNppgKtSVGoIp2T6UgHZppbrQTxSBc9aAE69qgncRoWNTsQBWVqc3ybM9aaAz55TK5J/CkjiLHJp8MO/k1YfEMJPSmAzSyP+EhiGfuowH1xXm3iqyNh40votu1ZJfNUezc/413lrN5WpQz9FEqgn6nFYfxQsvK1nT74DAljMbH3U5/k1Y1ldG1F2kZunAYxWhOv7g+wqhpg3LV+5P7o8Vws9IzvAiF/HdqcZ2rIx9vlI/rXtVeP/DuPf40lc5/d27kfiQK9grrpfCediPjCiiitDAKQnAJPalqK4bbGQO9CArLlmLHqalA4qGM1OKtiQqmlIyKaaUGkMQqR0oDEHmnUEZoAMmjmkHHWnZoATmjtS0UAJzRu9aDSYFAASDTdq0H2FIA3egBwAFBOBR0FMxuNADRgnpT3YJESacqgCqty+75R0p7gUnJdyap6zHu0e5UjP7tv5Vobdpqnq6k6bOFGSY2wPfFU9hx3RwOnWFzqN6lrbrl26nso7k+1eqaVpkOlWS28POOXc9XbuTVPw7okejWKqwBupADM/v6D2FbmK5oQ5deptWrc7sthaKKK0MAooooAKKKKACiiigAooooAKKKKAMjxFa/a9EuUAyyr5i/Vea4e2bgDPavS3UMhUjIIwRXm7wG3leLq0UjIfwPFc9dbM7MK9GiZxgZNUL63WWJo2+6ylT9DWhnctV5h+7OawOtI6Dwhfrd6HBbykfaLYeS49dvGfyrfMamuK8NCFNTkiZiryjKkHqR/Wu0UMnBO4etehCXNFM8upDlk0MMOKAnvUoPrQRmruQMAxRzQQRSEkdqBXFzilDCmb6duX0oC47PNL260wMtBcZoHcdmgtTC4qN51UdaLCuJLKAPWsq5XzZ0FWZJM/O34VTkm5yOtMCYnYABgfQVVuB5mBu4780mXdj1NPFu5xnimBnXxEVvheu4Gp/iPbi78LQXijJhmR8+zDB/mKZqSAPGg5JrX1S1Oo+AZofvMbTcv1UZH8qzqK6NIuzTPPdJPyCtC6IERJ4FZ2kHckZx1UVoXpxC3avPZ6qJvhjFnX9Vm/uxBPzb/AOtXqdecfC1ctrEvHMiD/wBCNej11w+FHmVvjYUUUVZkFV5PmVifSrFVJpFVhEXXewJVc8kD2prcBkQ4qWkjHy0/aDVMAptPCmkIPpSAKA1IKCKAFyDSimYoBI60APxRikBozQAfWl4FJkUcUALkelIaT8aD0oAMZpcAU3JppzQAO4A4quw+UmpTyaa2MVSArEZbAqK6wCAeQDyKsqP3gPpVW5+aRvpiqA3x0oqG2kEttG47qKmrEAooooAKKKKACiiigAooooAKKKKACiiigArhNciFrrswI+SYCUH9D+oruq5jxbaB7eG6A+aJ9p+jf/XrOorxNaErTMAsCpA5qCZgUzjn0qUKBH15FNMO4ZrjZ6kbGNqIaOMS/MGRwwKsQQQc8Eciu+0nU5poIhcA4cDa7HnPoa5OZFdSsiZXpg1ZhvdQt9MNpaSQOmPkM0e4r+ozW9CqoqzObEUXOzid2QcZxSg8VkeHdSnvLMRXYUXcY+cLnB9xmtvg11ppq6OCUXF2Yw4phFS7RRsBp3EV29xmk2hjjJFTmJT3NN8o+op3EReWexo27QSTUhVgOBmq8qzPwEbFAiJ5CxIBFQs2R1qX7NJjAX8zQLNjwSopgZ8haV9q1NHZcZbvV6K0WIcEE+tOK49Pzp3GVfLWOMnHaoywCFsdqkdHlbblQM461WvsiMIHwCOcUgMqV/Oui56KM/lXXafCH0W3ikXhoQrD2IrmEhWOC4fHSPGW9zXU6WrrptuJPvbf07fpUyKPKdNhMMzw/wDPNiv5HFT6s2y2ZiecYqeF1Or6m2AoFzJ+HzGs/WHDRtzwK4JLU9aGsUzf+FUga31Ve/mI2fwP+Fej15j8KVb7VqjA/uwqAj3ycf1r06uqHwnmVfjYtFFFUZhXnXjGW5n16LaCLWBNokRsFZM5I9uCOa9Cb7pwcHHWvMb15ZLoyRzSeYGOdrYbr3B4ZevvW+HXvXMqu1ie18QatbrmK+jmUHhLgbuPqMGr8fxAS3AGpadKg7yWzeYv5HB/nXPXE0ca/vY7YNjO6SFoz+lUPtFo8pVorYrz8wmYY5rpdOEt0Y8049T0nTvF+gaorfZtShyuAyyZjIJ7fNitxWWRQyMGU9CpyK8XuXgkt/skCxxxq+8CIEgnuST94/yqxbRCOPZbSzWuBhTFKyY/Ks/q19Uy/b20Z7FxS4FePR6t4gtQFj1y6ypx+9KuP1FSp418U27Am4s7kc/623xn8VIqHhanQpV4nrZUelN2j6V5inxO1eAE3Wj2kmO8c7Jn8wau2HxWs7uKSSXSL6MR43+WyPt98ZBxUOhUXQtVIvqeg7aTbXJRfErww8CzS30lsrNs/fwOvOM46GtWDxZ4fuf9VrFkfZpQv88VPJJdCuZdzX2c0mw1FHqVlMcQ3dvIf9mVT/WrQ556/Sp1QyLYaMVLj2pKAI6YxPYVPTD1oAiAY9qRkJ6VLimsyqMsyqPc4p3AiMeOSapyqAxpt5rmmWiky3sXyjJCHcf0rnJ/GlrK0iWVtKxX+KYbR+XWq1SuC1dkdjo5f+zlDjBDuB9NxxWhWR4eupLzRLW4lxvkjycDA6mtastxtWdhaKKKBBRRRQAUUUUAFFFFABWfd6zpenTww32pWlrNOcRRzzqjSH/ZBPP4V8of8Lt+If8A0MP/AJJW/wD8bqkvxY8bLqFxfjWh9quIlhklNpASUUsQo+TgZdunrQB9gajfW+labdahcvst7aJppW9FUZP6CsmPXby00i71PXNNXT7a3t2uNqT+c4QDJDjaAG9gW+tfLF98XPHOpWE1jd635ltMmyRPskC7l9MhAaqSfEjxVJDfRHUIVW/z9qMdjAhmJOSWKoCT7/hQB9Xf8JHcWOk3d7rmnpZNBbm6FvDcefIyDsRtUb84GFLDJHPIzT1fWJo/DuoTa7Zw2BitGuhFDc+e+1cE5BVRuBwONw568jPzHe/FTxpqMnmXesiRvJkgz9lhHyOVLDhPVFOeoxxiq+ofEfxbqs8s17q7TPLbm2bMEYBiLBiuAuBkquccnApNDTse/wD2q6sdOubrVbaKB7aDz3toZ/NlVeuGG0DdnAwpYZI56VZi/tMRypcWVlFe+V5qWgvSzAAgHedmFwWUHbvAz9M/PTfEzxe98962r/6Q8bRs/wBmi5VirEY246ov0/E5ZH8R/FkWoTX41djdTRCF5HgjY7M7sDKkKCQCcYyQM5rN0kbqu0e+T3F9aR3st7Hp2yytjczJaXkk0uOQoCtEgySCB83Y1Zs01BTIl/BbQXCIHaCG5MroCcfNlVGc8fKWHvXz7D8SvF1u9w8Wr7WuJBLKfs0WWYAKP4eAAOg46+pqK2+Iniu1uby5j1iRp7wjzpJYo5GIByACynaMnOFwKXskUsS1Y+kGnkiIIZhgdmIP5ipC+oeWXstbvIWxkCRhKv5MDXzg/wATPF7ghtXzn/p2i/8AiKaPiP4sClRqxwf+neL/AOJpKE1sypV6ct0ehTfGrxdoms3VjdR6bfxwSbS7wGMsO3Kn+lbNl+0RHwuoeHHX1a2ug36MB/OvBbvUry+uZLi5mMkshy7FQMn8BUHnyf3v0rdPTU5JWvofUtl8d/Bt0ALg6hZk9TNbbgPxUmulsviN4N1AD7P4k07J6CSXyz+TYr4186T+9+lIZpD1bP4U7iPuaDUtPvAGt760mU9450b+RqQ4JzkY9jXwqsjKwZSAR7Cn/a7jGPPl/wC+zT5han3Gzwod0s0SD/acD+ZqFtU0yPLNqFko6c3CD+tfD7SyOcs24+/NTqgKA7RyPSncLH2jJ4k0C3X99rmmIfRruP8AxqpJ4r8O43f29pQBP/P5H/jXx3tUdFH5UEgjBVfyouFj64k8aeFrVS0niPShjPS5U/yrk9V+LvhCzLbLy4v5B/Dawnaf+BNgV84lV+n0pNo9z+NHMFj1XX/jXqN/bz2mjWKWCS9ZnfzJQB6dFX6817t4Gu3f4eaJc3LsziwRpGbOSQvJOee3WvjdY2kYRxrlnO1VHUk8CvrXW7k6XoWmeHIGYy/ZY45D3EaqFwfqR+hqJS6lxi5OyMC0WR4Zrh+GuHMhz15Oao6sA1oTgjB5Fbch8uEf7I6Vj6qPMtto49q43uetHax0vwqh26XqEx6vcBenov8A9evQq8/+F03+h6nb/wByZX/Ncf8AstegV1R2PLq/GxaKKKozKGqzeRptxJ3CED8eK83vpYUnZ3Qgnqc8V3HiqcQ6aibsNJJx+AJrhGKSMVcjn15zXbhl7tzmrPWxGPJlCoszoOhBY4NQvpwcFkZW/wBrIFSi1MblkPXoD0/+tUCSeWdrKBg87hxXVbsYeoixyQZxGpHt1qdJYWX5yYyR/EMVE+NqkMOe3Wmu6lArDjb0z0+lMRYkt9yhhh09QaoPalg20HualKOh3xOduM4LYqQ3RRD5nO7j5hTQjM80QRyb4xInTBPINFlGDDPdRLskVwInQY6DkEdO/wCNSTMsSSZA2scZPIq74bPl6a/lh1eVnJOA3Q+h65okwiYGpAG8s4YrYIMvOYW/eBf4cfTKnAq1FYG6kDTW0cSA8kKAMU1X8zxbc5cIIYoo8r8uCUDn/wBDrZ2DeyqSfqc1MNVcqe5nDRrQM2whR3bHerKaZIsaiK6mjIH8MrD+tW/IAiBP3vYU0CQnIwRjOKfKguyJBe27Dy9Uvxzzi4f/ABqxDqHiGScLDrN4iD7zFw/8xTY2k5O0cDp3xU0LEfMY9oPANS4R7DUn3NCfX9Xt8BtUk+bOCUX/AA61i6t4o16RlWw12RJivMBVAT6EEjGT6Eirl0FuYgNuCBkdqwXtyhZRITG2SVPQ/wCRWfsovVItVHszoG1m9az3z3swKgB2lYgH1PXmovtVrPEJI5BOmOS7ZxWJEGSUmNnXOeFPBOR2PGAOMVrxSThcQrIVxz/oS57f/XpcvKVdsoalcN9hk/s9WlLkbVhXcT2IwP51BC9xCu26RYpZYwRETl05/i9D7VpSnUZVCsJIYzywmmVFA/3UGf1rBubiEapDFEMZyhcJtUkAHgdvvCsq0rU2bYeKdWJ7J4PBHhPTwepiyfxJrfrD8KY/4RmyUbvkj2HccnIJBrcriWxtP4mLRRRTJCiiigAooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACrSN8i/SqtWFzsH0poBxakyaAKcMCmAn1o/lSkimk0Aanhq2a88VaRbKCzS3sKYAz1cV9J30n23xbqU7/APLKQQoPQKP8Sa8H+FkRn+JmgKACftHmc+iqxP48V7i0x/tLVpT943Un88VjU2OjDK8mOuDlW74rMu+YyParKTiRiKgvOY65mejaxs/DKTZqeqQZHzRo/vwSP616XXk/w9m8rxdJHk4ltmGPoQa9Y711U/hPMrr94xaKKKsxOP8AG4I+xPk4Xf8A0rkGZVnKyHbxkehru/FVldX9rAlpEJGDEnLAY4965dvDGqyjBtRg+si/413UJxUFdnLVi3LQzi8kJUpypPKt0I9qQT204wxMbnj5un51pDw3rafKLdcDoDKpH86RvDOpyRqJLIAd2WVf5Zrb2ke5nyy7GXcWjKxKjcvGCDVRwQfnz05rd/4RjW7UjyoRtPbzV/xon8OavNFhrRd/qJF/xqlUh3JcJdjCDNuwCGBAHvmgykIAxG3rhvpWv/wi2sZyLQdO8q/41BN4U1x0K/ZAen/LZf8AGn7SHcOSXYqx7ZLSTEf38jGPY0/Qrffp7oy7gsj43HHbqCOlXI/CuuxRgJE0Lf7MqHt9auaV4b1e2aYyWgQSPkMJE54POAeO1RKpHuVGD7HDNDK/iDVTF1W5OeOoEMQ/rW15bpgEkcA8jvV+08J63D4mv5zZr5Erht3mpz8iA8Z9VNaV94a1R5C0dqMkd5F/xohViklcJwbd7GKzkQttYnBGKRVkKJtkYlvWr48L62qEG2Hl4JH71c5/OpU8NayrYFqSw9ZUx/Or9rDuTyS7FJEkdwcAgDHzCnqzAqDtYYPINaUegat5Wz7EOvOZl6fnVlPDt0wUNZlSOpEq/wCNS6kO5ShLsYUskaRj5OPY5qhN5ZAJU5x35rrW8MTsADbEAdt6/wCNMfwnMwH+i9D/AH1/xqVVguo+SXY5NY1YBlUBQOwp/nLDEU3YJ/i9q6X/AIQ2ctmOHa3uy4/nVY+Bb538xghXt8wzT9rB9RckuxgrDHcDZ5rHJy3H6Vbh0+Jr+O3vUDabcsN7q2JIJVyFZT6YOCK2V8E3UXKg/g4/xqa28LXzXkMMyhLdnDMQ4JAH+PSsqkoSVmzSHNGV0dhpOnR6Vp8dpHI7qmcM+MnJz2rRpAAAAOgpa4Dqbbd2LRRRQAUUUUAFFFFABRRRQB//2Q==", "path": "002217.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002218
Men Tshirts
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"path": "002218.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002219
Men Tshirts
{ "bytes": 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", "path": "002219.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002220
Men Tshirts
{ "bytes": 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", "path": "002220.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002221
Men Tshirts
{ "bytes": 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", "path": "002221.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002222
Men Tshirts
{ "bytes": 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", "path": "002222.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002223
Men Tshirts
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", "path": "002223.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002224
Men Tshirts
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", "path": "002224.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002225
Men Tshirts
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", "path": "002225.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002226
Men Tshirts
{ "bytes": 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", "path": "002226.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002227
Men Tshirts
{ "bytes": 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", "path": "002227.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002228
Men Tshirts
{ "bytes": 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", "path": "002228.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002229
Men Tshirts
{ "bytes": 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", "path": "002229.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002230
Men Tshirts
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", "path": "002230.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002231
Men Tshirts
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"path": "002231.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002232
Men Tshirts
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", "path": "002232.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002233
Men Tshirts
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", "path": "002233.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002234
Men Tshirts
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", "path": "002234.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002235
Men Tshirts
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6H8M5/Q12Phr4g6t4fZIjJ9qsl4MEpJ2/7rdR9ORXgYvJE/eov5HRHEN/Ee/SnkCg/erm9C8aaR4jKC3m8mfjdbzYVs+3Zq6bHzGvnqtCpSlyzVjpjJNJoa/NQ+UwDBJCueemasGk7VkWmVhAW/1krv8AjilNnCTnYD71OBS4qWrj5n0Kb2cRQrsHNZsFglvM/wAmMnNb3ekMSv1HOKiULmkaziY6RB2mtm4iZfyJ71y+qySWErwv1U/n712stvsuNwyQVxiuZ8b2xOmrfKMmIhJOOoPSujBVuSXI+ppGfvX7mDbX/wAxJOOcc1u2Glm62XV0G8sHKIR96sDwbpL6nMb+4H+iRHCj/no3f8BXomAoBZfm7Adq6cVibXjE0nOzsjN1MrDpkqFWZ5VKhV7e9czpNxqelSAwSlou8MhJB+npXZtEJWLOM0gs4iMeWD9RXnc0ug4VIRi1JXuS6fqUN8gxujkxzG/WrxGe3Ss+GxhV923H41cZpI9u0BwOxPNaRn3OSaSfujJ1Gz/gQpQuRQ58wKNpA75p4HFD1Yk9Bm3FIVyKkUA0MMU07DuRo7wtujbHt2q/b6grkLINretU9maYyEe9duHxtSls9CJwjM3gwIyKWse2u2hYKxzGf0rXDAjg19HhsVGvG6OOcHB6jqKSlrqICiiigApG+6fpS0jfdP0oAWiiigAooooAKKKKAEprMFBZiAB1J7UrV478VPGciXDaFYzFVjGbl0OCSei5+nWqhFydkJuyN3xb8U7DRne001Vu7teC+f3af4mvGNf8U6r4juPMv7t5EH3YwcKv0HSsiRy56/kajxiuqNNRMm2xSe/rTaD7UZzVgIeaMYApyqCMml49KBXGHgU3GeacaTGTg0wFj5BHpzSlc0zLgkpgHpSDzT1kP4UgHHCqdxAA71XeRmJ8oYB6salEIzk8n1NPKcYHNDHcijjATn05PepjBLEoLYyy79v8W31/IGmqpUDPGTipWnkcKCRlV2Bvb/OaVgTPX/htrRvPDBs3bMlm/lgZ/gOSv6lhXXQAl2Y1478N777J4nNsT+7u4mXGf4hyP0Br1HV9cs/Duly310xwvyrGv3pG7AV4uJotVrI9ShUXs7ss6xq9nomnSXl5MI0UHao+859APWvA/EGuXWq30uoXOdxOEiU8IvZRTvEPiK61nUJL6/cBidscKH5YwOir/jWIGmncFlCxjkD1rvoUFT9TkrVud2WxNHqMDEK2YvZhVhmWRdwIOfSqjwBuq59jTUieA5jJx3U9K6k5Lc57ItKpJ5p3INJHKrHk7T3BpzcjNUiRj8kD0FKD2pjMGlYA9OKVRQMkB9acD703pQKAJUdo2DISGHQg4x9DXovgv4k3ljeJZ63O9xZPgLK5y0R/qK82GacDj6Vz18LTrw5ZIqMmnofV0cqTxrJE6ujjcrKcgj1peM14X4K8f3GgFbO93XGnEnjq0fuvt7V7Xp+o2mq2cd1ZTrLC/Qqf0I7Gvjsbl9TDy207nbTqqRaopaXFeca3GgUo60YpQOaBCcFjnpiszUbSK+s7mzkyY5kKNjtnv9a0pW2ox9qoQKdrSt3rHVPQuC0uNsrKLT7GK2gULFCgVVAqULnk9alCkqM9zUqxgDpTV5O7KcrEAjzUixgVLtAorRKxLkR7QDTiKXvS4poVyM0u3inUvagLjEHelYc0KMHFK/WgL6jTwM0hGRRIcACjPyCmhojIxV2xuOBE55HQ+1VQMrUYLK+VPIbNdeExDpVExTipqxv0vaoYn8yNWB61NX1sJKSujgatoFFFFUAUjfdP0paRvun6UALRRRQAUUUUAFGaKQ9aAMvX9Xg0LRbnUbg4SFMgep7D86+WNQu5ry+uLidi0k0jSMSe561638ZdfP8Ao2iQv0/fTAev8I/rXjTsWBPp/KuqjGyuZSeo2kzzS4yOKYvJJz0rYkf0FMP0pxOFpOBxSAMn0pQcjNJuFIxoAU0zHODThR+FAAKXFAx3pc+lMQuOKaeKUH2pevXvQA08ge1J2pxX5WH40wnFAF3R7z7DrNld7toimUlvQdD+hP51c8YeJ5Nc1TemRbR/JbRZ7f3j9awmJUfKNxPIWkggOTK+CxrJwTnzdTRTajykSR5k3udz4/AewqyI+KcqEDkc08CtFGxDYwL60oQZ5zT8UAcUxDGjB564qNowBwSPoanxnvSMoxSsO5CoVRz37mndCcGlx6ClB7GgLjSOPWgflTwMUDr0phcADTgDTtuBnNKBmgLjd2CK6Hwz4tv/AA5d+ZbSFo2I8yFuVfH+eDXOsO9EZ+YY6A1nUpxqRcZK6HF21R9UabfQ6np1tfQHMcyBx7Z6j8KtjpXmPwm1/wA6CbRZm+7mSDPcdx/WvTvevhMdhnQrOPTod9OfMri0gpaBwOtcjKZRumLyCJe55qQoNuwZ46YqK0/eyyzHpuKj8OKuRJtGTWMb3uaN20ECYxmnUrn5QaB0rSKsRe4hFJinGm4qrDExzS0uKDQFxpFLig0UDGj71Eg6UL1pW5xUgQzHkUH7lJN9/wDClH3RQi+g9elRAfMzdhUo6U2T5VC96dxLexe058wkHqDV2svTGw7g961K+uy+fPRRx1VabFooortMwpG+6fpS0jfdP0oAWiiigAooooASmSOqIXY4VRkn2p9cv8QNS/szwZfyq22SRREmPVj/AIZppXdhPY8A8Xas2seI728Y8SSnb7KDgVzxb5vY1Pcn959F6+tVW6A13JWMR6ngj06fSmE4De5pWbDAimueSR0zTAewywHaokyzbu5p0rYL47CiP5VzjkikAo7+1GMmhjhPc0IKBihT3o9+BTsetLtB5pkjR05xS4/KgUpyKADHJpMZpQM/WjGKADJ2nntULnIA/OpTwOPSoeu76UDQ6OFnaRsgbFByT2yP8an/AIcE9OlQxxEAMSSPQnipy2VpJBJicenb0opR2zS7Rn2pkjOetKVwKdgAcUuMjrmgCMGlPSlP0/CgKaYERGD6U7aMGnMvvSEEjqKQxvHFOGM0mOOnSgMCcjg9MUAPBz2pAeTSIevrRxyaAFY5XA796aOvFKD8p9cc00DgUDRueHNWl0jWLW9iJzE4JGeq96+k7S6hvLOG6gbdFMgkQj0I718rwnawwele5fC3WftuhyWEj5ktGymf7jf4HNeDnWG5qaqrdG9GVnY73p1pkhPkuV+9g4pzHA+tMYHaoFfJNnYJb26wQJGP4RU/ajtSNwpNSTe42TlDTU+6Kd1T8KRapbFLYWig0UwEopaKAEPSmmnU00DQmcU6ou9SdFpFMrSt+8anIcoKp3EuN3qWxVuPiNfWovqatWiSr0yegqF23uTUkzbVCjqahAwM1SJiupPaPsnUn6VtA8VgIcEn8a24W3xq3tX0eU1LwcTmxC1uS0UUV7JzBSN90/SlpG+6fpQAtFFFABRRRQAleV/GjUGjsNPsEz+8ZpWP0wB/M16meteH/GiXd4htE3Z2WwO3PQljWlJXkRPY8rmOXz6ioSMpUkh3LTFPBWuwzGMTgGg9CB3HFI+MEU0SDC5HHepGK535x3Ap44/AVGOvtThk0IB3+sIB7U7IQYHJphYKcCnoVPP6VQhRk9ad2p30pKBBigClz60HAAoAQDuaRiaU4GOaWgBhHymoyBg47mpW+6foaYEyq/nQBKMbQAKXOGA4pRg800kkjFAhWGec80dRjNAyR2pMUAOxxijoetIOnFKMDr1oAX+dA60o6YPWkzTARhxUW75sVIx461DjDUhjg21Xqu74dXHQ1McgkHvVVzmDngq2KllIs5+dqeGCgZ7VED85I605+AVzkDr9aaAI8sCe5NSkUyMEDp0p5oQhUOGru/hnqhsfFNvGx/d3KmFvx5H6gVwI61qaTdNZ38Fwpw0UiyZ9MGsMTT9pSlHuNOzTPp5jucLS5+cVHbOJLdJQch1DA/WpFGWzX59NWlY9JbEoNNc/KaKZJ92psJIcPufhSDpSj7tN7mhDHUUlANMY4UlGaQmgQE1GzU4nioS3NBaQueac7YWmGo7h9sTn0FIpK7M0sZrwKOimtWLBOf4VFY9oT5nH335+larkImwfjWUXc2qrZA58ySlNIgKjPc08DJrRGYzGK1rNs2689qyn61o2DZjx6V7OVStVa8jCurxL1LSUtfRnGFI33T9KWkb7p+lAC0UUUAFFFFACd6+f/i82fG0gz/ywQfpX0AetfNXxMlZ/G+osW3bZgn4BRxWtH4iJ7HGE/Mc96iJIOfSpZBg5/GmEZGa6zMYw59qjbjOeh4I9KkHoe1NdMDI5HcVLQyLzcrz95etLHIWVm7ZxUL/IwJ+6Rwakj5jHf1+tQtyiQEngDn1qwnC81DGDjmpQcVoiWSDOeaUDINN3cnnincYpki5PWgngUnXvSc5oAMc0uaTnNKTzQAyQjb15pR1A9BTSATTzx2oAXAPc0oPvTQM9RThgUCFU/L0pQQe1M4AoGQaAH5x0xSdaQdelGRnrQMcRgZBpN2KTmkJoAaeuaRhu70rH3qIktQOw/JxnNVZcAuSOCP1qXJHeopsFR9aljRIxwM9SABT16464/WoWfc6qBz1NSLxgUIbJ1OABTsHBNRA+tSZwoHrTRInpVm3bnjrzVc9elTQfeFJ7AfTmhTG48OadLuyXt0JPvitFBxXP+CpBL4M0ojnEIH410Y6V+fYqPLWkvM9GD91CCmSdqeKa/JFc5SFH3aaw5p3agimNDAaXvTT1pR1pDFJwaTNEnAqNWp3BIeehqB+Oam7VEwyppFxEzmqt/J5do7E9anU5qnqSmSNEHdqmT91msF7yItNQ8yv1P6VfXLuSRVKOQKAi9qvRKQvPU1EEVU3uSn0FOUYUmkUYpXOE4rXqYMiY5NXbBvvCqOOas2TYnI9RXfl8+WuhVl7jNgdKWmrytOr6w88KRvun6UtI33T9KAFooooAKKKKAGsccntXyt4tu0v/ABJq88bEo947KT6ZP+FfUN9cC0sri5bG2KNnOfQDNfJM8vnTzSHgyEtj9f61vQW5nMrDlcGmYwcevT607O0g0OMjI/Cukgay/dcfj7UjdcinI3J4+v1pjfKeOnrSAryoDn0PWoElMLlWXIJyKty4K5HQ9KoyrvTHcVlLQtF9DkCnjqKrW5IjCk8jipuScVoiWThqeMGoxxSg+1USOOKAORTSaUZzQAo69elB6Ck6dqUnIoATGTil9qTjNLn3oAUdacPWmA8gU88UAISCaMYoyMdKQ+1AB9aO9GRim5HTPSgB2ab2oJ4puaAEY84phpWPNNNIoQnA6VXd+AO+afM+1c+lVl+b5vXpWcmUkTxDBz1Y1OM1FEOhqYjA+tVHYTHDkgVKnzH2FRqvAXuevtUvCgKOpqkJi+p7CpISN4qM/LxT4fv0AfRPw/58E6d7K3866k1ynw4kWXwVZbT9zcpz65rq6/P8arYifqd0H7qDtTDyaf2pneuU0Q49KOopD92lHSmBGRzSCnEU2kULJ92olPOKlPK1Axw2aGVHsS1Gehp4PFNNCGisDhjWbrV6trHGM/O2cf41pSAq/tXKeJt0+r2sC9PK5/E1L2Z00leaNTRwbjM7fdPSt1cZrNs0W2tY4wO1aMJyKUSa2ruSdBTX6YpcjcfQUn3jVIwG4wKW2bFyp98UPwMVGhIkVveuig+WcX5lPVM6CP7tPqKE5Wpa+yi7o8wKRvun6UtI33T9KoBaKKKACiiigDlPiJeGy8C6q4cKzxeUP+BEL/WvmRz+96d+a92+NOoiDw9Z2IfDXE4Zl7lVH+OK8GPJ/GuqirRMp7iOMr/KhDuX3p3UUwfK3tWxIMCBu/Omk70IHapT0+tQODGfbtSAgc4BB6fyqpnEnXrVubBB5qmgzOPWspblotq6gjdlTUyEHpUCgnkj86lTIGatEskGTxmpFJqNMYzTwasQ4getAxxSD3oHagRJxTaXvgUhIoEIRSgcCj2pw4oGNxzTueaaaUHIxQA7t6U0ntS9KQjNAwxgU0/Wn9jUbYzQIbkZpMig49KDikMaTTCeacahcHNJjGTEN3qKLkGnEU2DuPesii3FjFS5y2fTpUSdKnj6gntWqJJEXaMnvTgDuJP1+lKOhNNZicKOp61QgBLEt27U+I/Nz60HAGAOKE4xSA96+FE5l8JNHkfup2H5813Oa8u+Dl5m11Kz/usso+nSvUcV8PmkOXEyO2k7xQdqZ3p56U3FecbID0oXpSnpTRSYCkcUypD0phoGhO1QSdBVjsagflaC47iRtTjxUCHBqYnikmW1qRSjODXLvtvPE0uOVt1VD9etdPNMkUTSOQFRSxJ9q4zRLjzUu71jzLIzZ/lRJaG9C+rOgWfzLjYvQVpqdiCuf0mTfI8h7mt2EmRs9hWaCorE4+6B3NSKu0Zpqrzk0sjcYzWljmZGxyTTOg4pwBpCM5BrSD95MvobVucoPpU9VLNsxL9Kt19nRd4JnmyVmxaRvun6UtI33T9K1JFooooAKTvS000AeC/Ge9+0eKobZGz9mthkehY5/oK8xY4Pua734qYPjy+I/ux5/KuIZd3UCu2mvdRjJ6kAPNOwDxinGNSfSmhGB65qyRwzio5ACpB+tPzjqDUbsOcUAUpsj8agj5mz3qeZs8VXiHJI9axluaLYvYz1p2OMU1ad/BWiJJFApQPemg8Uo6VQh2COppR94U09KUcjNAh+ab1pR92kHSgA7mngikAx1p4A7UAIQCp5pBxincYI703HIFAh3GaU47GkAyaRjz05oAYc9M0mRTsZ603aM8UhjTwelMPWnk4PNMLZPSgaEpjYp1NYUiiBzjjFQw9T9amfrUcQ59zWfUZZSrEdQRmp1IHQitESyUfpT1XAJPWmqV6Z5pT0wASaoQjHnHSkHGBTtrY9Keka98k0WFc734T3kkHiwQKpZJ4mVsdsc5r3QdBXzt4FvPsPi/TpR0MmxgD2NfRXSvks8p2rKXdHXQelhDSUppK8NnQgPSm5p1N71LGh9RmnikIoBDRUTjg1LTHHNBa3KnRqlDfLUUnDU5eRULc2a0KWqQJc2ckMoJjf5WAOMiuUEaafby2ocnacAn0rr7s/userVzGrWiiUTA8Ofm+tepOhzYTnS1TCjO1TkbJNLdmCop69a6u2ULGBXM6SiJg5Ga6SCRQo5ryIvU3rplsEAU3aWOSKRZc8BacNzdTgVqjj2EIAphGegqXYBSH07VpBXYKRbsgRGMmr/aqNtjav0q8K+xw8eWlFHDN3kxaRvun6UtI33T9K3JFooooAKaadSYoA8Q+KXgia3nm8QQ3T3JuZwHgMfK8cbTnnpXmE9tc2oUzwvGD0LDGa+k/Hw/4ksH/Xwv8AI1xdpEjqI3QOrDkPyKl4qVN2NaeHVRXPGS3sfypOvQ9K9gu/AmiakjMIDay5+/Adv6dK5u++FmoxsWsL2C4XqBINjf4V0QxkJb6Gc8LOOxweO+aY3Q8V0Vx4G8S2xIOmSOOuY3DVl3Oh6vbj99pt2g9Sma3VWD2Zj7OS6GLPjaTgVBEuE9+tWriGXBUwuG54KkVDCMgcYqXZvQNUiZOmakHSmLUmB2qyRT0pM8daU9RQevSqELjI605Rz7UwDmn9OKAF6fSgED6UAUNigQZBOBUnIFMWn5P4UAJnNJ360HPajkmgBM896GyKXcMUh+uaADqM0w8U/JxUb8jBoGNPzU3oaXoaTvSGhMc0jdKd61GxpMohbBJrX0jRhqWj63dnIexgWdMdD8wBH5VlYzmvRvhzpB1Xw94ktFUl57Xy0I9TyBXLiKns485cFd2OERVGMAdKlQKOwqBS0fySDY68Mp6gjjFSBxnGefrXTGaaujJpk2fYUq+9JFHLM2I45JD/ALCk1t2XhLXb/Bt9MmC/35RtH603Uit2NQk9kYw5bjP5VIMZ5P49q7G2+HOonBvLqCFe4jG4/nWva+DtLsuZFa4cfxSHj8q554ynHbU3hhakt9Di/Dtrc3Wu2cdpG8jrMhwgzjmvpo9c15vocEMOt2ghjVP3gztGP5V6PXzOcYj2s46bG8aPstLgaSlorxixO1MqQ9KjNIaFU0ppq9ad3pDG0yTrUtRSUIa3KsopENOlHemLU9ToWxBecKv1rNu4RPayRjrjKk+taN7/AAiq3evrMFTUsKovqcFSVql+xiaaSjkNxg4xXS2zjAOcfhXPeIfNt9Ke6tSI5oiGLAdR0rnoNf1CSPm7f8BivCr5bKnOyZ6cKirRuenq4AqKXUrWD79wmf7oO4/kK81N9NNJiaaRvZnJrVsSGAwMURwfdkuidVca9EqHyYnkPqeBWMviS8bU7eMiKOF5ArBRk4+tNlHyHP4Vh3rGJww7HcD7iuylQhFp2D2UeVnq8GM8dKvVl6dN9otIJh/GimtQdBX0EdjyJaMWkb7p+lLSN90/SqELRRRQAUUUUAcj8QP+QJBj/n4X+Rrk7EZAHcV0vxAlcW9jCPuM7M34D/69YNnERt5rirv3jvw3wGtEuAoHTvVgYB9eahVgFwBk0ofjNZmr1JD8vzE9sVlahMdh+Yjj1q9JJxnPPasPUZlCNk4pkWPP/FUjtHcOi7jHGzE47ZA/rXCRqVQD0Heu+16Jn8Na1e7toM0Fqo9c7nb+QrhunavVwq9086u/eGDinjkUnenduldRiBOSKcB3NNxSimSOHSgUzPGaUEY60ASZ4FL7imgHANOI/CmIB1qQYximgYp+7A6CgBnAoAoJoOOnSkMGHpUeeKfk4wTxTSOaAG7uMYpME8U7bnmmc85OKAG8jNNyaWkqShDTSM040lIY3bxXs3wai/4leoPjIMqL+QNeO46V7b8Go/8Aimrpx3uTz9BXmZs+XDv5G1D4ymNMsTrl9Dc2cMjJcyDLJnqSR+hFdBZ6Jo6AFdLtM/8AXP8Axqjr8RtPGdxxhJ445R9cbT/Ktezc7AeBXJSqNwTudyimjRgiggQLBBFEP9iMD+lEznjn+tIj4AzzTZMnntVNsqKsylcsWBGeazJicc9QK05x831rLuQdhHcVmzZDtKYLrNmx/wCegr0avMbZimoQH+7Iv869OPWvLzFapnPV3CiiivNMwqM1JTDQNDQeakqMdaeKkbA1G/TNSGmPytAIrPUXQ1KwqJhzSe50RILnlh9Kg21PP98fSowK+xwKtQiedV+NlLU0D6VeKRwYX/lXmumNv3Z6r2r07UlI0u74/wCWD/yryrTW8uQN3IrDHaNHbgtmaYGbrCjgCug09dqAmsS0jLy5Pc10dqgVORiuC53ssTOAnHWsK/cvn+Va8zZBrFvBjNaImx6N4WkMnh+zJ7IR+VdIOlcv4QP/ABTtrz6j9a6dfuivap/AjxavxsdSN90/SlpG+6fpVmYtFFFABSZpaaSB1oA8/wDHN2JtZtbVeTFGWI+v/wCqqlmoGDznGBWffXh1LxDeT4JDSFVPoF4/oa1LbAG0Dj0NefUd5M9KmrQSLgJC8cZ61FI4UYzQ8m1cDis+abrk1JViRp93ArG1aTbE7bsYHWtKPDrmsLX38q0mbqApNUtyZbGD4pH2X4c6OoIDahfzXLDOThcKv6VwRwRg16B8SSIdJ8I2akMqaaJcnrlv/wBVcAQcdK9qirQR5NR3kR+w6U8ccU08U5TWpAEmkXOcmg0ZyMYoAD3xSjAOMU3JJp4GO3NAEnUDmjJpFGRnFKB+FMkUEDtSk56DimkHHHSlbtQAYowO1JnPFOAz2oGN7ikJp23DU04zQADmkbFL06dKb2NAETU005sU2pKEPNKoyaO9PTg0ABOBn0r3f4PqF8EBiOWuZM14PJ0PvXvvwpAj8AW5/vTSH9a8bOnagdGG+Ik8bw7bvTr4DozQsfryP5Gm2Eu6Jea1/EdmdQ0S5jQfvEAkT6rz/LP51yml3gMaEjkjFebl9TnpWfQ9C1jqVbOD2qR24zWbFMCParYkDiu1jW5FMO5rMuB8prSl561RuMbSPaoZojOWQR3kbEcBwf1r1EHcoPqAa8nlJWcH0Ir1aI5iQjkFQc/hXm5itIswq7j6KSivLMxaYaf2ph60AhpPNOU0zvTl6UimONNPSlHJpDSEis/FRHrU0nWoG60M3jsRSjLCkC05hlqcFr7TCxtRivI86o7yZT1Bd2nXQ/6Yv/I15LYr81ewXoxY3JPQRP8AyNeS2KgPn1rjx/Q78B1N+zixtNa6EBODVG0QBFbtV0D5TiuCJ3sa/IJNY942WIrVlYqp61h3b5c/nWyJex6X4RjMfh20/wBrLfrXTL90VheH08vQ7Jf+mQNbq/dFezT+FHh1PiY6kb7p+lLSN90/SrIFooooASqOrzG30i7lDbSsTEH04q9WR4n/AORa1D/rkamWw47o8z01dqqCcseST3Nb0SALj9awbBwFUtkVsQyHaMcD868/qepYkn+YgelZdwwUuOnNaUhLcjk96xbzPm7yc89KaEy5CdkI9653xXIBpU+eCUIroImDQg55rlvFpLWjRg/e4/OqjuRJ6FL4pxpDrmlW6bikOlwouT9a4Q12/wAVt6eNjC5yYrOBB9No/qTXEmvbp/CjyZ7kbc4pR0ozzQTVkCGjHHFGRjNGSaBihQDT1x1FMwTilAzx0xTBkgxnmj1xSc5GDQP8mgkcD/CTSk4FJgDJo60wDPIo78Gk/pR3pAOzTTyaXgUUAJ06g01vTNOZiRwetMY4AoGRkdec00ilbrTcetSUhR1qRRio16ipui00DIpMZH1zXv3wyGz4f2H+08h/Wvn9zlvwr3j4XStJ4JgjJ/1czrXh52v3HzOrC/GdoMckjI7j1rzmW3Nlq93bDhUlIX2B5FejgE4Uda4jxJH5Hit+MCSJH+pxivDyyTUmj0JPUIJiuOeK0oZVIHNY7EKR2z6VPHcAMozk17LGjXJ46n2qncplSM1PDIrJ3qG5wVxUNFIw7gENg8H+deoWDB9NtmXoYl/lXm10ofOM8Cu88OT+doNsT1QFD+Brhx6vTRjWWzNSlpKO1eMZC000vekoBDO9A6UHk0metBY/PNFJn5aTPFIRDKOahap5DzUBzmrgrs2jsNI+anqKTHNSKK+0ofw0ebLdlTUFzpt0P+mLfyNeU2K/MPavXLxc2VwPWJv5GvKbFfm6dD/WuDH9D0MB1N+05jFW/oar2oG3FT9s1xRO4gnI2HmsK5++R1zxWxck7TWSoMt5FGP4pFH61rDcmWx63paeXYWyekSj9K11+6PpWfbLtRV9ABWgv3RXtRVkeFJ3Y6kb7p+lLSN90/SmIWiiigBKxvFP/ItX+enlGtmsfxQQPDWoZ7QmplsVH4keY2AcqOMDHFbC5HfAHv1rG0+fdGpzjOK2UIVRjLH1Necz1B5YFMVmXi7hnj6itJlzy20nsO1UrhCFI6n1NNCaKUEpXjNc/wCId1xdQxJy0kiIv1LDFbMmUBIrFA+2+J9MtixXfeQjI/3wf6VpHVmU9Isq/Ftt3xDvAD92GEY/4AK4ZhxxXY/E7J+ImrA54ZB/44tce36V7dNe6jyZbkY60MTjFOx1IpMZHWqJGCnYJyRSYHTOaeOBwaLDEA55pw6A0h+lOX26UxCgY59aXpxijvQWoEOxQOtIDyfSl+lMBozk5FKM7uaOc0Z5xSADTeRzTj0NIQMc80AJnjNMPc4pSMLSGgZC+c9OaXrwRSt1JzRjp3qShUAJFSP0NJHjPSiRqZPUh7sfwr2z4RyBvD11HnOycHn3FeJjlfrXsPwfkBstVj7+Yh/SvJzeN8Mzqw+lRHqEK7m9q5DxxGF1iwkUfM8JB/A120KbU571yPj7MbabKoy251/TNfNYF2qI7m/eMKRWMGScdOKrwkyXZweFOMU+a7VbME/fPQelN02Ig5OSWr3Gap3N2AFU6DFPkCkYZR7VFG/G2mvNIpwVLKaljKdzGQSR2rqvB7s2kyBv4ZjgfgK5W6cM2QccdK63wjGU0dmJz5kpI/KuLG/wjOrsb9FJSivFMQpppaQigaG0xjinnimP0pFIcfuimilB4pu7FA7DXqFhzUhOTTH+7V09y0AHNSAUwVKor7OgrU0edLdkN2P9CuP+uTfyNeWWK/MMjrXqt3/x53H/AFyb+Rry2z4bFcGP3R6GA6mzBwOKnY4U5HNQ2/brUjsfSuOKO4o3R+Umq2jRfaNftExn96G/Lmpb1gM471b8Hwebr4cjiKJj+JwP8a2oq80jOs7QbPTIf61eHQVRgFXx0r2TwwpG+6fpS0jfdP0oAWiiigBO9Y3isZ8L6j/1xNbPesbxV/yLGo/9cTUy2Kj8SPKtNAG0bl/GuhjGQP4q57TkTYBg4PWt6AJgbV4rznuepYs8+gA9qp3PQsc46Vc2hlA3+/1qG4X5Tx05FCEzBuuMj86xdEQXHj7R42OMXin8gT/Stu/4Dc5zyTXPaNeW1j4ytr68kEcVoJLgknG4rGxA/E4FbUleSMaukWZvxJmSb4h6wY2yBIqkg9woB/UVyh+tS3F3Lf3U15Md0tw5lc/7ROTULYzXtxVkeS9xCeBil7UnelIqgGnjpS5PpR0NBoATJzSjP4UDNGBmgQ7P50oyetM7YFOBNAheh9aOrelHNN780DHg44FGARSZ46Uu44xQADA96QilBIpGoEMbIwaaeWxmnt60zbzQUhjDFA4IpxFIopDHoKZIcc1IOBUT9qGJCDG0CvWfgwDJcauoPACV5Qo+YfWvWPgid11rX+5H/OvNzRf7NI3ov30ewgYAHpXGePn/AHmnqT03t/Su1rgPiHJi+sE9ImJ/OvlcCr1kdq3OVRjLOBnIBrobOIhF43DHFYWlxb5Cfeult12HGSB0r3ZG8R7Rg9QVPrUZDRcZOM9KtEkLycjsTVa5YMQScHvioZaKF0cNxjI5rvPDkfl6Da+4LfmTXndxLgkA5x0zXo+g8aFZ/wDXP+prix38NGNXsaGMcUoozRmvGMgpDRmjNADSKjY9qkzUTj5qC4iZprcmjNJn3pFoQ01vu0pHegc1rR+NDewqc1KoqNetSrX2cPhR5r3I7hd0Eo9UYfpXlluMPgjkcV6u/wB0/Q15Uvy3MnP8Rrgx62PQwHU1ISOKkkb5M96giOAKfM3y/hXAj0bGZdvlq6TwLB/x93JH8SoP6/zrlLls5yTXoPhK2+z6HCxGDITIfxP+FduFjedzjxkrQsdPAKu1UgFW69M8kKRvun6UtI33T9KAFooooASsfxT/AMixqH/XI1sVn63bfa9Gu7cDJeJsCk9hx3R4/pr5VdzZx0roIlLbVx19OwrmrDIkG4fd4xXR27ZGT37e1eY9z1ehc2gL8vX1qtMSTkmrDOu09z6Cqs2RHuY5P+NNCZj6i3XBrzPxM4D49XFei6g23A7YrzLxM4a4AH96uigveRhXfuspQn90vf5RTiBTYh+7Ue1SEHivaWx5LI8etGBT8e9JwaYgwPWkAoFPyMUDE/CmsuKXv60h+lAgPal/Gm85o6UAPpD1NKp9qT8KAFycUg5pcDHpSAUAKPTilOPSk4yKXgmgBrdORSd85pzDgYNIBxQBG1Ko9qQjJ6U5RxSGBOOKhPLfSpXPFQ55NDGh68Ee1eo/BCX/AIm2qxdmt1b8mrywE16P8F5Cni25j7NaH9DmuDMlfDyNaXxI91zxXl3je6+0eKDCDnykWP8Aqa9SHavF7u4/tDxTdzk/elcj+lfM5dG83JnoR3NDT4QEAHXPNbykCPjnArMs4z5Yx37+h9K01O5D2PUf4V6rN0KrjGOPxrPuyQOhx7VZdsLuK9+az7mTrgkDsRUlGazebKgDZyQDxzXrVjbi2sLeEfwRgfjjmvLdMt/tOt20K7i0kgJPpg5r1smvOzCWkYmFR6iU2nU2vLIQ4Himmlo4oASo35JqQ1Ex5pFIaF4pCtO5NMJoLQNjFNHUUE0DhhWlPSSZTWg5fvVMBxUQHNSjpX2VN3gmeZLcGGePWvK5BtvZh6SH+derdxXlt2Amp3Hp5rfzrix+yO/AP3mWofWkuGwlERwobH41Bdybgcdq4InpPcoMpmuI4l6uwUfjXrNnAsEEUKj5UUKPwGK838O24uvEFsCMqhLt+HP869PiGTXp4SNk2eXjZXkol6AVYqKIYWpa7DhCkb7p+lLSN90/SgBaKKKAEprrvVlPQjFOpD1oA8PKG11S5iPASZl5+tbVqS2D27VneJI2tPF99G+SrP5g9wRV2zdnRcDGRXm1FZnqwd4mmpULyearXGAmD3qRWPl9OPWq1ywYZJ7VKYzA1Ntu7J6DFeW61IZNQx6c16XrDcNn0ry69O/U5DnpxXbhFeRyYp2iPQYUVJ6Ui4A6449KM9CetestjzHuKMnPagZ54pARRnPfApiGdc8UU/dxgcj1puB70DFHWmk56UcY4FGfpQAh+tKPrSdKXPHWgBcYNGc0A5pcCgBDmgHFA70vFADgaQnNIDRnmgQnNOzhenNNP0oz07ZoGIfegGg+hNA4oAjkNMGacxyaBUlIQ/dNd58H5vL8dpH/AM9baQfpmuDbG2uy+E7FfiHYgd4pAf8Avk1yY1XoT9C4fEj6Eupvs9nPP2jjZ/yBNeL6P+9u3kPUgn8c16x4ol+z+F9ScHH7gr+fH9a8r0ED7Vj1FfOZevckz0qZ08Me1RjjmrLD5B+tRgYRT3FDsc56jPSu43IpmaM/3l71mTsDnJwvuK0J2AB9cdayrgg4BGfxqSuh0HgizWTULi7OT5KbVPua7yuf8IWX2XQkcjDzsZDn9B+VdBXi4ufNVZySd2FFFJXKAmaCaDTc0DFqFsk5qTNNHNBSGZpCeadikIpFETjAyKFbP1p+R0qBTskxmrhuii0OTUg6VCtTDpX2VH4EebP4mO6kfWvLbzDapcgHI81v516iSAMnoOa8w8szX8rAfelP865MdsjtwO7ZbhXbHyOMVnXYKSFM1qMmxfYcfjWZcgtIa4Uj0bm74Ity15dXB/hUIPxP/wBau9hHFcx4NtvL0fzCOZZSfwFdXAOlevQjywR4uIlzVGW0GEp9IOBS1sYhSN90/SlpG+6fpQAtFFFABSY5paKAPKviFbmLxFDNkASwDH1B/wDr1nWM3yYBJOP0roPidBhtOuQvQuhb04zj9K5fTnAIUL9c1wV1aR6VB3gb5P7pR0HeqUzj5u3oKufL5JLDHpVC6wM9RjrWJqc7rzfI3+7mvLc+bcyydctXoviCYrazHPY15zbH5c47k16WDjq2cGLeyLOcHjinBhUTZBpVbPWvSPPZJ3pBnmhc0E80wAkUmaGPHSmhs9qAFopM0hoAdzS5xTM04H1FACjrmlpAaWgBfrTRS8mm/WgAOc0oHGc03IPrSkjFIYpJHSkFJgnBxSigAwKCTtpR9KY31oAZ1PWhuBSj6UjdaRSGnnArt/hKP+LhWnf91L/6Ca4jPzHNdp8K5Vi8f2JI4cPH+JWuTGa0J+hUPiPY/H83leEbhc/62SNB/wB9A/0rgtFUI4bHQV2PxIlP9jWcA6y3Qb67VP8A9auU0wDzVX8K8DBq1M9SmjoVK7WB6HkVDMwxhuCODilI4GTjHSo7g4+bHsa6Lm9ipcuy8A544FUER727htkHMrhR6jNSzzKM5zxxkdq2vBtitzq8l06kpbpwc8bm4H6ZqZyUIOTJm7RO9giFvbxwr0jUKKkzRS18/J8zucoUmKKKkYYowBRxSHFAAwFR4HrTzg03avrQUhpqMnmpSB2NRmgpEbZqGc7SGqZj6VS1Jyqx+5xWtGN2Xc0IyD+VTDpVeI4UD25qcHHYk9h619fS0ijzZblXVrpbLTLiZuylR9TxXE2ce1Qx+ta/iW9+1SLYxNlIyGkYdCewrK5RMD8q8/FTUp2XQ9TCU3GF31JZ2G3j6msmYgsTViSUqpJP4VUU+cwUdS2B9awirs6J6I9H0ODyNGtExz5efxNbkKjNULSPyoIo+6oo/StKEcV7MVaKR4c3eTZNRRRVEhSN90/SlpG+6fpQAtFFFABRRRQBx3xFtfO8OCfGTbzK+Prx/WvPdLceZtJr1jxZbi68L6jGTjEDP/3zz/SvIdLcCTGOfauPELW53YV6WOoUqYwCOc9KoXT53MT61YDcJ19cd6pXR+RmHrXMjqOM8UPiylx1K1wsI2rg12/iH94AnqwrjGXYzj0Nevgl7tzzMW/eFPvSD2ppOetA44Ga7TjJc+nWgsM4GaYCRzTs8UxAee1GKNwoBz0oAPyo9qTsaKAFxiikzS5oAUYpR1ptLu5oAUnim5oODzTaQwpwxQDRkUAOwMUcZpM5o+tMQ7pULHJNS9qiPehjQnQU1j3pe1Ndu1SykNHPNdb8OpFi8c6QW/juQo+pFckOla/hq7+w69pd10EV7GxPtmsK8ealJeQ1uey/Ee43ajpltnIRHlI+pC/0NZelx4kDY+6OaTxdci+8bXYBylsiQj8Bk/q1WNOjKovvn8cV4NOPJBI9ekvdNHgIcdVJ/wD1VUuGPQHtgfSrBYIqn+9yc1myuRjbyQO9UbFKcqzMTlcelei+ErBrHQofMXbJKTKR6Z4A/LFcLploNV1q3t1GAWy/sB1r1YAAADoOlcWOqWiodznqvoOFFFFeSjISilpMUDENIQT0p2BRigBh4HNMJ9qlPvRlTQNMg5PSmsMdanyoqJ2XNBaZA3tWdqBZhGh5KuCPzrRdwvPasie4Ek6FeSHAx+NdOGV6iKlsbC4z61n6pqpgBt7YjziPmb+4P8akvLsWdq0vVv4R6muaDOAWc/M5JJ9a+jr1+RcsdzDDUed80thUAAJbk5zzTZAAN3YU4fOcYpkpwpzwK849RaGVdHLEr+VXPDVr9s1iBSMop8xvwqlcnk44roPA0O65upj/AAqEH48mt6EeaaRjiJWptndxjJzV6MYWqkQzjFXVGBXrHii0UUUAFI33T9KWkb7p+lAC0UUUAFFFFAFa7gFzaTQN0kjZDn3GK8KtQbe5MbD5lJBH04r3wivGfEdp/Z/iq8iIHzyeYmOwbmueuro6sLKzaL9qrGMyMPmIwBnpVS9TYD6Y6VfssJbAdz1JqnqoxHkHn+lcXU7epwmsnM8YPd65CfHnSYH8RrvZtPa8i1CYEgWVv52cZzziuAkbMr/XmvawelM8rFP94R44pRntSZoHXriuk5xxNJmgsOlIDk0CFz7UZ5peKMc0xhyB1oHvSYOaWgQc54peT1pBmnZoAQ5o5paM0AJzS49aSjHFAC7aAvvQRxSUAOxS9aaCc0pJoAOnFRsadnmmnvQMbnimEZPNKetIaljA/wAqlt5CHh28FW3D61Xbp1q5pEJuL+JcZA5NZzlaLuVFXdj0eyllvJZLufmWdzI5HqetdNbDZCgIweo+tYunW2wJ3GCK6GVB5BHdRkV4ktz2YqysV5WHknBzisyWUF2BJ56VZd8YHUHmqlrbS317Fax58ySTA+neo0W5bdtTr/BGmmOKbUZAd8n7uPPoOc/jXYZxUNnaR2NnFbRLhI1wKmxivCxFT2k2zkbu7ic0c07FJWSEHNGaOlGaQBmkJJ4FGRRketAxpQ+tGw0uTmnHOKAuyNlwKhcVOwNQMCe9BpFlC9lEcDHPSsjTiLm9znG1sn8Kl8RSmG1yKp+HZQYXmbspJP416GBheaHU+EL+8+03j7W+SNtqD+tVwQcluapKXZ8qeCSTVLWNQe3EVvCCbi5cRpjsP4m+gFehK85XZ104KMUjejKtt2iorzPllu4ploDHEhY54FOnYOGQnrWdi2jHuWyK6vwLyl7x/Eo/SuRm5fA9a7HwIuLS7Y95B/KunCr3zkxb/dnawjpVsVXgFWa9NHkhRRRQAUjfdP0paRvun6UALRRRQAUUUUAIeteUeOkZPGKswG1oFZfw4r1c9RXl3xE/5Ge1/wCvYf8AoRrKt8Jth/jIbNg+ScnPQVDqalrV2xjAzz7VJYELj1qTUoiYHVhldua4EegcpNO1t4S8RTL1kjhhx06sSa8vJyxya7LXzINNdQ7AbsFc8N6Zri2PPT617OG/hnlYn+IxaMmkoxXSYATQDSgZ9aXAxQAZpwINR0c0APzS5GajFKCM5oAeCDwe1OyDUYPOadnjNMQ/jFIKBSgcYoEJijBp3ekNAxM+1IaMUUAApTSDNO7c0AMPFMJpxOTTe9JjEppNKSKYcVLGMc9q6LwhB5l074ziubb19K9M8AaSI7AXcox5hyAfSuXFStCx04eN5o63T7bbEWYcYGB71fcjymGeg9KXYfmXHGOAKpzShO/GMHNeSz07XMqZirsoP0rp/BGml5JdSdRhfkiJ9f4j/SuTkJ+Yjgnn8K3NI+K/g+x0+GzM91H5S7Sxh4Y9z171jiFUdNqCvcyrTtoekbnHQCl3nutcxF8RfC8qqV1NRv5AaNgamXx94Udtn9uWgb0LEf0rxnhqq6GF0dDv/wBg0bgeqms+38Q6LdDMGqWbj2mFXEuraUfJPEw9VkB/rUOlUW6C6H5X3owh7mnjaeRg/SlAHofyqHGQXI9ietGxPWpCB6U3aPalqFxuxfWjap70u2jaKLsdyNlX+9UDoB/FVlsYqCQZpalwZx3jNHFkCLgKvpWXpd/DBoE6bs3DYQe4NXPHKMYo8dM1zVyRBp9lgYZyzH8DivUwbaVzpUVKyZsxtsTJ6Beeak/sOO4sxqplZLkIdob7pX0x+FZsUzSJtC5LEKAa6y9Qx6dHbIMt8qgew5NerSirOTHWm04xj1KBXbbpuAD45x0qjdSBV3ZxirlzL5UfAHTisKVmuZPLz8oOTWDOhMCxcs+ODmu58EJjTJj3M2P0rhpWCoEH4gV6V4dsvsOkwRH75G9vqe1dOFi+a5w42SULHQwdKnqGEYFTV6B5gUUUUAFI33T9KWkb7p+lAC0UVkal4h03SrqK1u55BPKNyxxQSSttzjcQinAz3PFAGvRVDVNQj03RbzUmG+K1t3uCAcbgqluv4VgReLbuKxvb3UrGwjhtUBaOy1E3MockAIyeWu08jvQB1nevM/iAP+Kmtj6Wo/8AQjXWad4hlubO7uLq2tt1u21otPuxdsD/AHWwq7W9ue/NcX4tlv76fQ9Qj0qRLm/RoVt5ZgBHjLAuwBC/KMng46c1nVTcbGtFpTuyG2GEU9zzWkFEsAYjI6Ee1c4lzePp8FxbDT54maRXulvCttGEGWLSMgPHstaR1G6TTbe6hisHtZImle7lvvKtUVWCf6wpk5J4+UZwfbPEqcux3upDucjruiTXN5c2cBXfsaeMMcBgvUZ9a82mjZHwwKn8q9s1aC8nfSbnTbT7RdzgNGYz+62MOpcgYGPbPtXGalpyfapI5o0bDbTgcZHH9K9LCyfLZnn4q3NzI4UbsevtS5Ydq6qPQtPmkCNuj+blkfp+BBq1L4Jtyc2+oyhe3mID+oIrsTOTmRxeT3U0pJ9K6abwXqEQzFcQSj6FT/WqjeGdVQf6iJvpIBTuhcyMTg0YX1rUbQdUB5sWP+6ymojpOoBsGxm/AA/1oC6KWxfWjyx61abT7sdbG4GP9g1A8Dxn54pF+qEUwuNER7UbCPX8qUY67iB9KB/vUAIM5p2RjNJ83bGKOSOgNAxzY700n1FGSfQ0ZPoKAEA9jSigk4ximgnPSgB3SkLU3djrSE+1FwA0wk9qXk9BSY9qQwwe9ROTTySM1C7Eck4xUNlIuaTYyalqcFuiFstlh6AdSa9v0q1WC1WJVACgAdq5XwL4aa0sVvZ1/fXAzz/CnYf1/Gu7Vo4lCjbnGOK8rEVOaWh6mHp8sbsdIwVcjrWHfPtkBz1rSmchRt5yaybwhpVC9hyDXN1OnYwvEeonTNImmRwJCNkQP948f4mvKgD0yRnjNdh44v8ANzBZLJlVHmMvbPOP61xMtwqPgk9s8V6VGCjA8qvNynoaEzmNHG9uyDn+EVR74Ipwn8xch92etB55IrRQVjHmYK2O2D9cVPHd3C8pPMvuJGH9ahUDcKl2qD0p+yi90HMy7DreqQkGLUrxCPSdqvx+M/EcP3Ncvhj1lz/SsVUGRUnlKzVLw1N7xQudnSRfEfxZGARr1yfYgGrsPxP8YMeNYB9niFceIBnqKPJZOetT9Tov7KH7R9zt/wDhZ3jIP/yE429hEKX/AIWr4wXk3sR+sA/xrikZlbJFTrNkY5p/UaD+yhe1kjrv+Fs+LBwbyD/vxVW4+Kvi5sgalGg/2IRmubL/AOcVSnbJPFTLAUF9lDVWRo6h458TajIFutVlkC9AFAr2DQrSPV9P0z7Wm9ls1JLcFieSRXgcUInu0jJCB2ALHt717xHcWlpplpaSXeY4YVjUj5SQB61z1qcIK0Ud2FcpSvcbLdWmla5a2pjluFiOZTEu4qe2a3JL0TyvKpyp4U9OK59NUsrS38m2VVHU4PJP171UOtZ+QEY7VyttqyPR5Yc3N1NW+vNzbF57cVAFEUQUcyvVSHJU3EpIHYGrNpDNdXISIb55PlReyj1rNRbdhyklqXtGsPterwIwBVXyffHJr06EZPT2Fc74f0Q6WhMsgkmYYJUYA9RXTQLyOK9GhTcY6nk4iqpy0LkYwtSUijApa2OcKKKKACkb7p+lLSN90/SgD4BooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr0uytoTotgzRJzBHlsf7IrzSvUrJm/sCxwwwLVOD/ALorehuzCteyFi0yxb/WQcZXGGPc4qxNpGki8kjCPtBwMMRg1XLtvt1VWZvMUZAHPPPv+lF9eD7bIxm3u7P5bBSB1xwDit2tTNN2KGo6dDDc+XCWJz65pTpGzaHZxuAIJxT7JvNvRIzA7fmw54YgjitGRjK7SOoQFjtB9B6UNa6FJ2TuUF0MbWZ7jYg+8WUYpi6M01vJNHPlV+6rLy59quafDJrF9sbd9mi+8uD8x7V1iafGNp2cjgDpiglyaOSs/B13c2yyy3MURPG3G41L/wAIRck4+2R49dhrtFt9m1UYY5z7VL5ezOSSePpUhzs4pPA0pODfDHqqVbh8CWxI868nPqFAGa60Zznj6Cl8xVOWGD9aQczOb/4QzR4InLrNKQCfmfpVfSvDVvNNHtt4FiU/OdpJ/P8ApXRYNxKVBJj7mteztPKjUhAq44Fcdeuo+7E78Nh3L3pFuzjEUHlp93jAxTZ0CnJTafUVKj7OQcEVFPKHzmvNbuerFWKMkv70KOcCsyeXNxMen8IqeWQrOzdce9YWtaomnxSHaHmmOyGPPViOSfYdaqnFylYmrNRjdnAa3dJea7e3h/1SHy48nOdvH+P51zM2WcnqTWrqEgjCW0fIX7zAcE5yaq29pJdzxwQqWklYIgA6sTXp20PIbuzS8OeF9V1q0vbuzh3QWsRd2P8AGf7q+9Utnq2a+k/DOhxeH9AtNOjUBkQGU4+856k15B8R/DI0PW/tNsm2zvMyRgdEfuv0704MmSOL2jPfilA54pAc9AaOQeRWhI8HaeKeG56HFRr15qVCA3PSmhEsZUg0/aD0JquAATtNT7sIPWrTJsBjOT8xpwUqBzTQx65pxck5zT0AC2OtQOckk09juqKUfLUMaGRxGSZFXqzAZ/Gvp21s4RYW8TwxtthUHKg5wBXzlokHn6xaRkZDTIMfjX05s28YxjgD0rCaVzWLKcenWUbEpaQDd1wgqvL4c0iYkvYRBj/Eg2mtYJmpAlRyovnl3MKPwppiltyyup6KznArU0zRrLTSxtosM3VmOTir6R+1WI4/akoRXQbqSejY+KPpWhCvSoIo+lXY121RBJRRRQAUUUUAFI33T9KWkb7p+lAHwDRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXqenIDodhz/wAu6f8AoIoorow+7MK+yLNoiJqMJZd4wWAzjBAyKztUbfdwSjId13MSc5OTzRRVT+MIfAT2NuFMbbsvJwGx90+op2uu1vGsMZwExGp9BRRVLcT2Oj8LWkcem/KACWIzj0ro47QOu4tzn0ooqlsjHqQlPLYhccc9OtQuzM+MgfhRRRYZZSHGRu7Z6VUuIi0ijfj8KKKippFmlP4kbFrp8aIqg8Ac8daveTtDKG4UccUUV4ctz6CC0GmDjO79KpXMZx979KKKzNCjcW427t3OfSvOfEzk6pcSd4E8tR69yfxoorrw3xM5Mb8KOLKl3JJ756V6L8H9Dt9R8Q3F9OcvZQo0S7eNz9/w7fWiiu2R5q3Z7h9n77/0rl/iLo8N34Kvnkb5rZRPGdvRg2P6miipW43sfOzEjvQORRRWyMySMcipVUFiKKKpAx/kjOcnikZPl60UVRJIIuOv6Uxl7ZoooYIQLkcmkdc96KKRRteEYw/inTFJ63K8/jX0wLbc5y/UntRRWE9zSJItoP736VKloP736UUVAyxHZrj7/wClWEtAP4v0oooAnWIL3zUlFFABRRRQAUUUUAFIeQRRRQB//9k=", "path": "002235.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002236
Men Tshirts
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", "path": "002236.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002237
Men Tshirts
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EpZmUyZIJ68GuWeH10O2GLcVZ6nTPMsKNK7AyleFHOB/jXovgnR4rXS01BvnubkbizDlR6V41Y3L3TvH/AKtFGPlPJ/Gvd/CyiPwxp6DnEWP1qvYqCJniHUduhtgUtR+Z7frR5nt+tMzJKKZv9v1o3+360APopm/2/Wjf7frQA+imb/b9aN/t+tAD6KZv9v1o3+360APopm/2/Wjf7frQA+o5v9RJ/un+VLv9v1pkzfuJOP4D/KgD/9k=", "path": "002237.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002238
Men Tshirts
{ "bytes": 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6AACvFKKOVB7SR7q3xz097i8crq6x/ZvJtYgqFdx6u439RgAYz1NZD/FLRf8AhF30RYrs2hsBbCBrFP8AWlMPKX87li5Zs7Aefz8hop8qFzM9Gj8e6fZaQljp815DbJZrA1i9hG0U0hTEkjt5oO4tkg4JHH0qDRfidqmmSSGTU9UaGKAx2dqsmYw2MDfz0HXHrXAUVak0SbDapbOzFo3bPcgdT1PWk/tO1znypf0H9ayKK09vMnkRsDVbfdkifH1H+NA1aHkbZgD9Cf51j0Ue3mL2aNJ7y0dsmOTryNowR+dO+2aebVImgbchb5ggyeeMnNZdFS6jZSVi4txaiRSbclF9+T9ama9syoCWuw5zkD/69ZtFLnYWNJdQiDMW8w56fKP8a1ViheFHMpAkwwyvNcxXU2vzWMHU/IuOPauijJzbuZzSQxoF2MRJKcnA960DZy7Fh8tQm/BlEi7QCuOe9QwKAM87+Tj1p1tpkl9eR29laCa6k+4iL09ST2rSei1FDVj55bq8hjs0uPtKNn7Oqx4aR1wo/EgYrs9F+E97dRLPqt6LQsM+REu5l9iTxmuu8I+B7fQI1ubrZNfspAfb8sQPVU/xrr2kRAM9fSuCeIa0R206F3dnM6P8P9A0ZldLQ3Ey/wDLW5+c/gOn6V0q4VdoxjsB0x9KSOXzM4xx1x2pcEdOBXM6jkdKgomP4jsWv9LYRrmSP5l+ncVx32aHUNKSM4V48LnuMdD+Fekrndk/d6VwWt2TaRqTyxZEMpyMdAe9ZS1N4uxlWF7Np97Jcs+y7hOGXPDAf0r0DS9ZttVtPtEbbZP4kz0HrXAME1TEYcRzdEkbHH+yT6Gs+w1GXRLl0ZfKYMRIC2QuP8amLsVJI9MnbJOAeTn8Kzp40lkKMoK4xtPQio9O1i31OMbGHmf3AecDv9KlaRTMTkdQue1Xu9DGTstTziTRp/D3xK0mfSLVp2mmEqQRruYYbkewNfUi5IyeOOlZWkaPa6fFHIkSGcp80xX5jn39K1gMDpXZHY86bu9B1FFFMkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACg9KKD0oA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK7nTY8adagn70an9BXDV0treXCWcCrIQAigDA9DXRh3ZsyqLY6nTdMk1e/itLdhvPLv2RfU16v4d8PWGh25S2jJkcfvJXHzNXnPgG9nh0qeZGQSPKVZjGpJA7ciuufWdQVBifH/AF/wrmxFWTlY78PSio3Oymuo4EJZhkVzZ8Q22pap/ZtjMv2pcb0P8K+tch4m1zUo9NuXS6ZWVTghRx+lcD4fvLmLU7WeOZlll5dx1Y7j1rnjG61NqlTleh9KW0KRRKiEtj+L196nbrzxXJW+t6j5Sn7QOQP+Wa/4U9ta1Aj/Xj/AL9r/hWdrApXOnOcYzWdq1jHf2bROO3Wsc61qGf9eOn/ADzX/Cq0utahg/vx/wB+1/wpWLUjk7+yl067aJm2Hs+OD6VXv7pLuzxdxAXyYxJ/DKPc1oa9fXE8J81lfnvGv+FcrYajdrfG283MP9xlBH6ilymrldGgLh4pI5bKIQSqfmj39Bx09R1rYsPEJj8QaLcXBWazNyN6DhfTkd8Gub1iRi8f3evZRWZpF3NN420qOR9yJOu1SBgfhWtGN2c1eemh9ioQRkHIPI+lPriBr2pf8/P/AJDX/Ck/t/U/+fr/AMhr/hXUcB3FFcR/b+p/8/P/AJDX/Cj+39T/AOfn/wAhr/hQB29FcR/b+p/8/P8A5DX/AAo/t/U/+fn/AMhr/hQB29FcR/b+p/8APz/5DX/Cj+39T/5+f/Ia/wCFAHb0VxH9v6n/AM/P/kNf8KP7f1P/AJ+f/Ia/4UAdvRXEf2/qf/Pz/wCQ1/wo/t/U/wDn5/8AIa/4UAdvRXEf2/qf/Pz/AOQ1/wAKP7f1P/n5/wDIa/4UAdvRXEf2/qf/AD8/+Q1/wo/t/U/+fn/yGv8AhQB29FcR/b+p/wDPz/5DX/Cj+39T/wCfn/yGv+FAHb0VxH9v6n/z8/8AkNf8KP7f1P8A5+f/ACGv+FAHb0VxH9v6n/z8/wDkNf8ACj+39T/5+f8AyGv+FAHb0VxH9v6n/wA/P/kNf8KP7f1P/n5/8hr/AIUAdvRXEf2/qf8Az8/+Q1/wo/t/U/8An5/8hr/hQB29FcR/b+p/8/P/AJDX/Cj+39T/AOfn/wAhr/hQB29FcR/b+p/8/P8A5DX/AAo/t/U/+fn/AMhr/hQB29B6VxH9v6n/AM/P/kNf8KDr+p4/4+f/ACGv+FAH/9k=", "path": "002238.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002239
Men Tshirts
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", "path": "002239.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002240
Men Tshirts
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", "path": "002240.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002241
Men Tshirts
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", "path": "002241.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002242
Men Tshirts
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", "path": "002242.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002243
Men Tshirts
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", "path": "002243.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002244
Men Tshirts
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", "path": "002244.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002245
Men Tshirts
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", "path": "002245.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002246
Men Tshirts
{ "bytes": 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", "path": "002246.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002247
Men Tshirts
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", "path": "002247.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002248
Men Tshirts
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", "path": "002248.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002249
Men Tshirts
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", "path": "002249.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002250
Men Tshirts
{ "bytes": 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", "path": "002250.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002251
Men Tshirts
{ "bytes": 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", "path": "002251.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002252
Men Tshirts
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", "path": "002252.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002253
Men Tshirts
{ "bytes": 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Wo+EphAwa70pzl7UtgoT1aMn7p9uh/WvfdM8RaVrOkpqWn3Qnt242opMit/dKDkN7UXQWZw2h2PiDQdbXRry/dIJjI0TRx4ScdTsbsQOqHkdiRXe6fpyggNjAHAqrHHrWoapBPMINN02F9/2ZsSTznBALkfLGOegyfU9q2vOihTC4GP1rKT1OmCdtR/kpH8o59qhlhBUggEelVpr85wvFVlumLN71n1NLGfqPhyKYmS0Ijfuh+6f8K5ye0ntZNkyMre46120cxbIft3p00MVzHskQOp7EVoptbmMqSexwQNLmugvPDn3ntG4/55sf5GsOW3lt3KSoyN6EVqpJnPKDiR0U6N9kivgHHqM1bf8Adac2cAzScfQVViGyGK1mmC7F+90JOM0sEDTuyqQNqljmr9qouZILgOFEYERUjvjtUFmoWC7cuqAALuP1p2C5ViRXLht2QpK49anubZYbWBsfvHyW56elLbIraiI9w2MSM+2KW7mE8MkozsWXaMdhiiwr6hckGytXCqMg7iBjJFWVfyrixROE2gn3JqpK6HS4vmXKOTtzzg0kVym6HzdwaE8FRnI9KAJ5eLKRPSc5qaNN1zZMeuzn8KoyXK+bKQpMUhyVPUU83cxnWRBtIXaoxnii4WH3GHw6bj8xHI71flJFtLBgFliBY9yazGjuUickMqggnnHNSi0Yu6vOu8LuIyTxQAROhsplLqCSMDPJpqXCJayKCfMfHbtSWsEUrRg7uSdw6YFIGUCURxb2P3QecCgZXaaMO37rcrDlWPQ+1RzzmZY1KhQgwMVY1ABZk+ULlASAO9VCPSlqFhuaM0u2k20hhmgtxS8UYFAEJPNSK3FMbrT16UANIJqNlqUjNRsKAPUqWkxThjFSMUV5j8ZNP83R4bwDmGQE/Q8GvTgK53xzp41LwreQ4yTG2PrjI/lSA+aRTxTBkjnr3p4pFjhThTRS9aAOs+Hur/2T4styzYjuP3TfXqP14/GvpaGQSRK45BGeK+QUdkZXRirqQVYdiOlfSvgDxEmvaBBIWAlUbXX0YdR/n1qWB2K1ItRLUi0ICdafUa1ItMZy3izwRY+J4B5n7u4TlJV6qa81n+EeuxSlYZ7eVOxbK17rRTuFjxGH4U6wpHmzwj12qTXo/hDwpb+HLVsDdcSfekI5NdPRQ3cEgooopDA9K+f/AIrWX2Px1NKBhbuCOb8eVP8A6CK+gK8c+NtsFu9Fu+7pLCfw2sP61UdxM8n1NyLMblV4y43xsMggj9D71d0vV7vTRa6hL9qSCMiK21JF3yQcBvKftNHgj5G5wcqR0rf8NeD28Rxi4vlZNKVsMwOGnIPKJ7di3bkDk8dVBbQSXPiCwkgi8kahuEWwbfLaGMqMegxgfSlOdiowuctqVxb64j6irW2n6+IJJEli/eWmrQgDKszcH+LKsNwAwarWWqXy2E+h3VnKlvdWuJNIulJeNDjEluT8zqoz+7J3L2ziptY8MTaaJ5dJhW6sJTvudMlJ2sR/EhHKsOzDke44q3a6ro3iPSzb6x5klujiQ3hIjns5N3BkCjCkk/65flbA3BTVRkpK6JlFx3MPVvDi/wBkwXUTz6jpCAeReRHzLm0AGc5AHmx8crwUPHGOYdZ8QxavoS6f4tMs9zBEz6VrVkd4n4+644DZ4BPDDv77l8mr+C79Zb24ieO4cJ9tA2wXbddk6j/VyY6Srwe+eTVHUdO/trU0j0DS323BLapaXC7LdDxtbcOFkxyGTqMH1FDdgim2P+GWiHw/G3jTXJI7SwSAi38zq4bA3D64IA6mqMGnaZ4hv71/CsWs3etsz3P9oXEiwQxndkjbg53ZIwev0rtdN+HenQWkNtql7d6lbQOzwWs0hEMWfRR1P+cCuytha2NqtvaQRW8K8BIlCj8hWbqLZGyotbnG6D8M9LsJEv8AWLa3nvioLW8efs6P3IX+nT0FdpbeTbQ7LWGGCMdoowg/SopbjuOT71nXup21jC091cQ28S8ks+BUas1SSNprjA61XkulAyzCvMdd+LVjauYtNge6ftIflT8O5rR8HTat4ot4NRupB5b5OyMEKoBxTtYSabO4iY3LnaMitH+z28vPeiNI7KJVUA4oOouQQTx6Cl1BoYlt5bc9Kk4HGaYbnfgDqadt+YGhokkDA8Uya2huU2yxqyn1p4A/CnZVcUrWGYVz4Yic5t5WjP8AdYZFUNR0a/itINsXmiIENs57+ldcpzjNS/wVaqSREqcWeefb1sIYVKOzrMSwwVGcEgE9uBWfZ6zFfWTwxoqvM+4puJZfQVueLBIgv5reZVCwFZ4gvMq9m/4CcZ+ory5XeNg6OUYHgg4Irpp+9E53Tsz0AtLJIiBQsgAUY4P405YJPs8rllCRthgW71z2n+IkuI0t747Z14WUn7w9D/jXUXC7LC3jBGW/ePj9KGiHpoMisoHljhaZt8i7jsX7vtmlso4pblkkTcNpK845FP054kmiRlDSF+GPYEUtioXU9oHOWFIkisdjTHcBuKnywemasXBmS2tncMsi7uo5zUVssYusSEKqNk546VPNdJcRjcW3CQkjHQGn0AUxYsZz5m9mKufY061WMJxu80xtu54qHzo1ikjTcwfHzHjGKhimeIkqckjHI7UXCxYtVMVtLJnl/kWo4o5V3MhAZflOTgioxI5XYGO0HIHpQSSck5NIYX215UwwbCAEj1qqBT26mkFDGNIpCKeab3pANxRg06igCBxzTlpH+9QtACmomp7cVExoA9VNKKDQKRQ4VDexCaylQjgrUop2Mgj14pCPlTWbQ2Gt31qRjy5mA+mciqVdf8S7A2Xi+VwuFnQN+I4NcgKkpDhThTRThQMcK63wH4pbw1rQ818Wc5Al/wBg9m/oa5IdacKTA+vLG8jvbdZomDAjPBq6K+ePAPxCl0FksdQdmss4SQ8+X7H29+1e96fqVtqNuksEisrDIwc5pAaK1KtQrUq0xj6KKKBhRRRQAUUhYAEk4A6k1nXmqwwx5hdZX7AHIoE2aJ6Vx3jHRNP8QtYLfSO8FnK0jRpwJcrjaT1x3OOvTim29zNcyyXt7cmSUMyxwISI4hng47kjnJ6Z49aZPKZSc1EpW0NIQvqyF5FVEjiRY4o1CoijCqo4AA7CuYvm+w+LIJjxBqkP2dj2E8WWTPuyFh/wGuibvWVrelHVtLltVl8mfKyW83/PKVTlG+mevsTWN7vU3a00GyL0OcVzOt+HBdXI1HTZvsWqR52ypwHz1DDvkcHgg9wa2NK1X+1bESyR+RdRsYrm3PWKUcMv07g+hq044ou4vQqyktTzG+hn1y40/RL+4fT3t7hQbN2xCysQGaEk/KcZIjJK8nYf4a9thWw0myisrC1jSCFdiJjhRXF6xo1nrVqYLuPJA+R1+8n0/wAK5288Q+I/DYW0v3iuLYkCG9aIt07OAeeOCeo681upc+5kl7M9FmuFCszOEUHqTjH41yeofELR7GR7e2kN5dKOIomGCfTceM+1eaeItb1yfVXa/bFtMu6O3L74JIj0II4Yf7Q5z6Gs2TTILq3e60svIsa7p7VuZYR3YY++n+0OR3HemoClWb0R30fjvUr/AEi+1aWEw28EghW3gUltx/vt2/L1rL1Pw9rWteGn1bVrbyrtnUWMIDGaXP8ABs+mT6gDNQ+BtS1651I2ujkreOmDc7A8ZUdBODwR6N94e9ezW1rPbRiW7uzeX+3DTMgVR6hFH3V/U96baRMYylueZ+EvhLLKouPEbiOBhlbND8/1Zh936CvW7RbXTbOOzsYEhhjXaqIMACqZmfKsp61l6hrscd62k2csMmsPC8sVu5OMgfxEfdz2qFdmr5YI6BrjOdxFNtnFyCyDK5wDXj/h/wCIGq6lrv2O6Ksk4ZfJ2AGFgOxHVeD15r13SrhYYVTA6daJaCj7yuaKW5Ug04q3TNMa6BB55HpVZ7lm/i6UCsXOAODQWT6ms/zWIJBP50hkZTkU7Aay8471IASKyortx1q2t8oQliAKVhmYBcX2syaXHEhi2FrrzB8rxtxt9gcckc5xj1rzvxb4MvfDkpuYw0+mOx8ucD7nor+h9+hr2OGMJI02wCeVQrNjlVHIFTja0TxOivE42uki5Vx6EV0wTitDnlNcx8yytgE9MV1nhXWTqGlvFMPMe0YW6E8AxkZXkc7gc9e2PStvxt8LZ2ilvfCy+Yp5ewZsOn/XMnqPY/ga5j4e2E//AAjV5cPGQ5vGDqwwRhVH+NOU0yWr7HVC6lUKq7RtGAwX5vzqPe2SxY7jyTS7ST0o2Z6kUjOw8Z2mnICScnmgKOeTzTgAKABQMClApRTqAEA56U7tSUZoAhfrTM06Q/NUeaAFJpOnNNNNJNIB2aXNRk0A560AI5GabmmyHmmg+9AD2IxUTEc80rGonJoA9cooozSGKKcKbSjNJgeRfGbTvls75R919jH2I/xFeSV9DfE3T/t3hG5wMtGu8fUc188A55pDQ8U8VGKeKRQ4daeKYKcKAHrW/oHivVvDsg+xT5hzkwScr+Hp+Fc+KkU0gse46H8ZbCVVj1OF7Z+5I3L+YrutP8a6FqCgwX8LZ7BxXyyhrb8L6H/b+uQ2IYxhwWZh1AFMWvQ+o49UspBlbhCPrUn2+1AyZ0x/vVwmn/CvTLULvmuZf96dv5A10Nr4O0m0A/clsf3nJ/maNB6msdX08HBu4c/71N/tazJ+SXzP90Z/WqcosbJNlrawlh32jArB1XWYbMIs8wEsvEUMabnf/cQfz6VSihNs0NY1YXCNbIdsbghsenvXP/aWZ5IcoJYeGRT93vg+nHNVfs+pXwLTTPp8bHG2Jg859t/3UP0zj1qyLCKC1WEEhFBbcxLMT3JPVie+apKxNyFbhoXMmcr6e1aMc6TLlSCKyZFKMMurDsRyCfrTEdopAyPj29TWc6fNqa06jjubTDIqFxgHIqGK/VgRINpHUjoalMqOvBB+lc7g1ujpjNPqcfr8LaRqn9uwErDIBHqCgZ+UcLLj1Xo3tz2rQS4DjqMn0OQfpWlcxrKGVgCrAggjgiuN8iTQb6OwJJspjiycn7h6+Sfw5U+nHala400jot1Mmt4byF4J4lkicYZWGQaqxyztgLEz56YFWFjvHbaAsZ7lj0oinfQqTj1OJ1rwzPpVvJ9nhbUNHZt8lozfPCx/jjYcq3uBg/xA0nh/4Y3M99Hf3F5cWlohEkQ2eXcfQjohHtnPavTNItoIZZJriQyTIAIx6E9T9amnuVWbavCsM4zk/jW75rWIhCL94XT7LT9ItmhsLWKBGbc+xQNzep9ai1LVbLT7R7m+uY4IV6vI2P8A9Z9q5jxH4tTSg1pp4W71RhlLYHkfX1PfaOTXkdzrk3iC6U65O7ZY7J0XJgz22Dqvt19D2ojHuTOolsej3nxG09plWCK6GmzAo9/bkb4nxgEIe/sevbNc1c+JNF8PabcQeGpLm81K8BFxql0uHAPZQe/8uvJxXMGK80C6Vh5ckUynaw/eQXMff2Ye3BB9DW54d8LWfinV4mtPOt7FDuvI358r0VH/AIg3bPIwc5xmtInPKTlqy18N9GkOoTajNEyqqBYSw67upHrwMZ+teyRoCi/Ssy4s1tbjbbW4SARxouwcAIuAPYD/AD1rSsNxKvIPlH3V9T6n0qORuRtzJR0JCTGD2+tO3knqMVYaZfLIcA/WoLgKZFwqgdQVHWnyGftQEgHOad5oI64HfNYfim7On6fbXEWY/wDiYW0chHdGfDD6EVc1Gzunj/0FvLmQkKQMqR3NP2bH7VF5plRD7dauafp7mZbq65kHMcXZPc+rfyrG0HUrNb1bTUDJFfMf3ZnIKSf7h6Z9jzXYrHjtVwglqyZ1L6ImQAjJ6nqacyj3pq4UVTvr8Qjy48NMw4H90eprTmtqZJX0Rna/qssJWytoTI78vIDgRjt+J9KzbOIhGLD7xJbjqT1NWnj35LHLE5JPc0sSFc1x1JOTOyEFExNQ09oi0sQ+TuB2rLyc12vlhlwRWHqGkFC0kAyOpWqp1OjMqtLqjKBpxNIY3UBmjYA9yDilHPatznHLzT+1IOlKKAG0uaQ0UAQS/eplPl61Fk0gFOKTIpjNxURkPagCcketNLDtVcsSaNxFAEj9cmoy4FNLnHNNwDQA4vmo2ORTyuKa/SgD140mO9c/feN9CsM+dfRAjtvFcxffGHRIMi3WSdh/cQmkM9IoyAOSB9TXkNv8U7/WtUhsLCy8ppmwHlfp+Ars00PWLsBrnVXUEZxEoH60h6mvr0lpJpFxHNKm0oc89q+Yfs7tO8UCPKFcqCils8+1fRyeDbFjm6kluD38xya1LTQtOs1Agto1x6KBSBHznZ+E9evceTpk+D3cbR+tdFY/CrX7nBlMMI98sa97jhijGFjUfhU6mpHc+WNc0WfQNUexuGDMoDBgMZFZ4Fek/GKw8nWLS8A4cNGf5ivNc0xpjwKeKYGpwNAEq16F8JEEni45HIhPP4ivOxXqHwbgZtbvLkKSsUSgn0yaAPeWlSJNzHArGvNTkmYpGpEeccd6jv7tVhlmnkWONELPIzbVRfUnsK4g31/4p3f2bLJYaKTg3pXE1z6iJT91P9o//Wq4x7ktlzVfENxJenStG8qW/wD+Wsz/ADQ2w9WI+83+z/XijTdIh0ovKZJLi/mGZ7y5OZJP/iV9FHFW7DTrHS7ZbaziES5ycnLMfVj3/GiQIuXIPU8nn9aoQPONpQsDxhcHpUYJU7GbLYxxz+XrVdgzszH5Aeck5J/DtSq2ZMgEnHf/ADzQBLiNVKgAFuoK5Bqs8AABBwG4CschvYHrShsjac8Hj0pC8m7JbJ9AKAIXWZflcZPY9qb5pQ8jOD3b+VShn3EDeq9WCHjFMJyCTCrAd1OCB9OlAEBZ2PAkXBwOap6jYf2nZy2t0xEEuMkHDKQc5HoQQCD61oNGD8wE0eOcFQ2PbIqMohBBnI5BwYyKVkF2Ynh6+nV59L1SfN9bD74H/HxH2kX69Djoa6QNg4U++epPsPSuf1rQ2uoYrm2vnivrU77eQxYXP91j12nuPx7U/SdSjvrZ2kt3iliYRTQTT/NHJ1wQB07g9xzT2B6my0nlMRvJ2/wjnJrm9auby41aw02Of7MHzcXBDYby1OAuOvLHp3A+tdG85WDbGu3PaL5Sfx6muV0tobvxHqtysZeNJlt4yDkbYxg59fmLH8Keg02iXW/ClrrVknlEQ3UeDHcMCXbHQNjtn05B5zXA6vpM3nCDW4xaX5/1d/1jmx2lI6n/AKaDn+8D1r10uoK/IWBGPlOPzokW3uomjmVJIzyVcZH60mkwuzxjRrDV2v5NE+xC4hkbM0Ep/dqccSBx90gchgeR6jivXvD+lW+h6ZHY2nzIvzPKw5kbu31P6CnxwQwIUtYI4lOMKkYA/TrVqJG24LEjoQ2CfehRsJsuhnxtDlSB69BU2xSi4YYHc8DH0qGLJQcd87nH3aVy3VskqPwIqmIlYqCg24/GlITzzksMeh/Tmq7Y83J6bc+mKXOSZA3akBleLohN4avAOSpWQEn+6w6Z7jNbmkTNe2kd6ASGhRye3IBP9azdRjF5pl3Bu+aWGRME9cqf64ql8PfEDL4P0sT8wtGQ3qu1iPyqluBv6lodrfWzq6LIj8lT0PuD607Qbq+08nTr6SS5hRS0N1Jjcqj+Bz3x/e7962hGjR+dbENGedo6fhXK+L7lozaWygq8r8+4/wA/ypNWYJm/PrCSDZZlXY9ZP4V/xNVo0xklizsclmOST71h2U2IVdW+UHauB1A71rRShl9KwqN3Omla2hZ285oUc0IQe9P6HpWLNkxQCKRgGHNPU00ipsMo3MLqPOj+YKPniblZF7jHY+hrPvdKaFjJBmSLAOB1UHpWvOxWJsDJIwB60pk8mYon3VAXr6V0UbtHPWSMS0097qNnVgoHAyOtVXRo3ZGGGBwa6ONVEpdG2FuXjHTPqPQ1g37hr6YjpuxW7Ssc2tyuaSkJ5pkr7RjvUjIpGy3FRMwWkd9vPU1Axyc0gFZixzTaKMEmgBCaMFqeE9RTiMCgCJkwOtNXFOkPFRrQBJkVHJwKkOAOBUMh4oA8j2rnOOaWrmoaXe6VN5N7bvC2eCw4P0NVKg10LmkXZsdXs7oHHlTKx+mef0r6ksJhPZRODnK18n+1fSHgLUf7R8K2cpOW8sA/UcH+VAmdTS0lKKCR4p4qIVIDSA86+MFh5/h0XKj5oHV8+3Q/zrw4GvpnxnYjUfDN5BjJaNgPrjivmNcjg8EcGgESing1EDTweaCi1awTXd1DbW0ZkuJnWOJB1ZicAfnX0r4d0G08KeG4bBWj8xE8y5nwBvfHzMfYcgewrzX4OeHlmurjxHcrlLUmC2BHBkI+d/wBwPdjXceLppL+Gy0aFyranP5cjLwVgT5pD+QA/H3q4oUmUikvjOUX12pXQYnzaWbcfaiDgSy/7Oc7VroT8hUGPPvioWCQqkaYjSMBVUDG0DjAH6ZpBLvkyHAHrk8elUSPmlUrtwcdPfpWdJIobDJ3yMHIqeQ85clRnHqagkfLFwhyO5GKAGnYciQfL6Djn6VFnJAZiBz7mpRw28AEnvxxTieM5bGOW7mkBDnbEDhyM8HPP5UjR7yMHAPY9qkBMg+UEDPAwaAqscZPy9lHSgCoySEhVGVyfbJppORtOGB4IDelWJMBSSd2D1b/AD+lMdN6Ap2/iI/p6UwIQAMH+LvzkUx5HAb7wYnJI5x3qdVC/eBz6jvRjc2WboCBzQBWZGkbcrduCx6Vg3tnIZ/tVpMiX8a7D5n+rmXP+rk/HlW6qfaulLLnP3j2wO1V5ot4Z2VSg6ADrSYHNP4kuk0ueaGz8u9RvLSGV14c4G/j7yjOeOTVrQLP+z9Jht9wZ9uWzzknkk+5PNUNVSH7RFEsUskjyFUEQAHIIC+/ODxzWxZAG3TCfPGoDL05x/KhDZaDFyvC8njb+v4UpdSCqtkdCWHH/wBamZVptpXDDgKD29cUksfmYUvjHp2/CmImwrZCuueuOntToCwcn1+X5RgewwaqMysE2Pub1YHP6dKlR2XAYEkdB0GKANBJMgDuOg6AVZVnZiWIxjgL6elUV+b5c7SD0PNSheeECgdu+PrTuBZUgKDj5mPJ71G7gcnlsH7x4/KmN8rZ3gZOee/H8qjdWZ12sGcH06ikgJZVVtuAQS2Omeo9K4rwUhTwfAowPKlmRhjqRIa7TK7lxkcjd2A5rj/CLeTpeq2w6wapOg6ngkEVTA7PRtQntVAGWRmIIJwB9K5vxV4gS81WO4hRtqReVEGPJcnBP0ya17HcikgjcecryQK4mdhc+J7OHICI7sxHUBWP9cU+gup1cM6wrbwDlkGB9AOTWrZyPMrMmDt4IHc9TiueeQJcMU5c4VR/eJHH4dPyrQa6ktIUtYT82NuR/F6k/qalpMqMmndHQRS5A5FWkYN1rEs/NjtUeWTcWOeeqg9KvpIQRzXNJWZ1RlzIvqeadu4qBJQR701pTI5jjIyOSSeAPeptfYu9tWOyPMMn/PMZH17VWVWfGce3HbuaSa4UgRRuSqnqP4j6/n/Klj+eQZ6dD7+9dUI8qOOpLmY4s27kDK889/amXVit/CZIwFukHOf4x6H396kYb9xyVBIJ+lSWynziV4BGfxqiDl+gqrK+WPNa2r2ptb98D93L86HHHPUfgaxJwAxFSBC7UgUntTlGT04qTFIBixjvUgAA4pMDrS8UAJSEetBIpN3PSgBkg4qIdadI1MQMT0xQBIeR0qvJVnaNvvUTAYpDPRNX8P2Gs2zQ3MCOG7EcV4l4w8A3Xh+R7i0Dy2fUjqyf4ivoLioLq2iu4WilUMpGORRYE7Hyj9K9l+Dmob9MuLJj/qpDgex5rkfH/gxtBumvbRP9Dkb5lA+4T3+n8qf8K9Q+yeJ2gY4WePj6g/4VJV7nv1LTRyM+tOBoEOFOFMFOFJgMu4hNZyoehU18t63aGx12+tsYEczY+hORX1SOQQe/FfO/xMsPsXi+RwMLOgb8RxQC3ORBpy8kUwU7oD9KCj6O8CJBbfD7RY4Mqstv5rZHJdmJY/nVS/vlsvHOlvOSEmsrmCH080Mjkf8AfP8AKn6Ixt/DmiqgwRYQ7kzwfkGPx54rO8Tur634WlIZ4/7QMRkxwpZQBu9M8itFsT1OpmSOTBByG5BB4wO5qmWX+AAAcZweaZBMIJTbu/7tz+7yemOoqeaEDgkbP1P+FMRAcuTuOQBjAHWhV2Fz91vrwfp6VGWOcEgY+6MYx9aCYgWyNxHIOetAhAh48zODzn1NPGVx82SR3GCKSMklm6MMAZ6H8qURbyxYPjp1x/8AqoGRjncVkYt67uB+NKygIHDqwAwFxnJp+wpGMEbRk7T2P0o+Y7WDdu/X3wKQDSuCS8eCBx1JFNLLG+c9OAmMD8KVmLAluuMf59aN2FBclgPT+VADepJY4/2QD+FMYcblByBjgfyp4fCZGcAfdHFM3tkbjgdTg44pgQsWXIYbR6HqajM2QVwOFO0Dt+fep9gIJ3Z25OQeDURZkdjt3qeSc4GO4JoAzLy51rUtKS00vQJ5HgZmN1BKc78HymHQEEY4ycAEHFUPOlfUnhmEfnxqFmSHG3OBhT2Ddd2O+aXSNPl08JYx3081sZJFKShf3aBPugjB6nHXgcd647wfqd1JqGoidZblXR5FRFyzOrYCqPocfmalMt7HoLXCRhdzxwKeApcAH8TUi7QwUA8k5I9fTFeaa/Bqa3YudXhWKWVdyLwdgXGFAB4x6fjXpEUn2m0jnDFVlRWGfQgH+tMhj8hw2M46Ar0qNQuQNp554Jycd6VgGJIDED8v8/WpIo2cDDYJ5OCaYFmABSrOWVh2zUhXcoBXjPHOD/n1qERsTlRvwOSSelWFI8vAXJ6D5eB/jQBFIo65x75picuQT8mON3G2llG1sopK5yeAc/4U3eFlJbnH3iTwT6UIBz4j+cbTgcZ6Vyfh+RV1XxPDnn+0d4GD/EDzj8K6eR1cg7iOuF9P8+tcvo0ZHjPxGirhWMMo56Aj/wCvTYI662Drt7IB96uLtcL4iuGY8o8oUFeCN5rtl8xYeRgY+mfauGnJi1DUJVXIjnnUDOepDfyNNMRsWGZ5ZLk5wMhAPXufw/rV21czPJOQCA21OMk45J/E1nL/AKFoce1trOoTdn15P6k1bspQkUcZ4bGB+PejYZrGZPJMbnIxg46n3qWJ7yJMPGkgUgBy4Un6g9/pWa1wlnafb52CLGhKhumPX/D1qTTHuJoZby7Yos2GWNj930A9/U+vA6VEknuVGbjsa4L5Xz5kQH/lnEcn8T2pr3L+WIlURRg/dB+8feq5jAOOoPb2pynPJySevt6VUYpbClNy3Jkxt3kEEkYIOD/n/PpUiybo9g+VTzn/AD/n+ldeoAXHPB7c9v8AP+FSb8Dax68+5H+f8emaokuEbUAxgjGM/lUsWW5wcqKplxlGGeOnt+H+fT0qxbzMmZGwIkfAP99j0A/x9xSAt3tolzbiGYgFlwrehA4NcPeQtFKUcEMDgiuymmY7QSSwJJx6/wD66zL6wGpJhMLcLwhP8f8Asn+hpNAcyvANGaAkgcqUYHJBGO46il8mU4wh56GpATNNLU9Yh/y0k2+2Oau2kFtJk7WYju1ArmeAz/dBP4U7yjuAPX0NWbyfZL5cPygdcVUy7nk0DLCWJkBxIgx171AFiDhVkZucHip7aaO2DFyeewqnvXzSwBxnPNDEWbyFYioXOCM1QYGrk9y0wBKgYFU2YkUmNHrVJmlpOlMZR1fTYdV0+W2mQMGUjBHUV4EllL4S8dW0cmRGkw2N6o3FfRVeb/FPw/8AatMGpW6fv7b58juO4pNBc9HtZPMto29RU3esHwhqA1Hw5Zzg53RqT+Vb1SMdThTc0opASKa8e+M1jteyvQvRyhPsf/1V6+K4f4qaf9s8JTuFy0QDj8DmgR4Ep4zRnIx6imA8dacOeKCz6G0GXzvC2jSMSCbGEj8Fx0/CmappceqQQjzHjmhmWdHRsfOp4yD1BGQf/wBVQ+Hpkk8IaLJnhrKIdeDgYwB9Qa0ixWVWz2zjFaoghuH8zLL/AKxGyueoI521pRSrNCJScAgHaD7VQuNzEyKhyQBgYGajsZUDNHghcjaQe3f9aBFxwSj7F5yMjHT/AOvUAjKnhgwB49qm+bIC7eem49fpQQ/JIOB1IwB+dADXVmZmLDgdOKUEkbQ3BGeBy340hKsTg4Hdcd6Ta4IbaW7HJHH+NACjABZkO49CB+uaeWBVQxVmPfvTCGdi5jcg9+2KFPJ2kAnqBwcUDGSI5wNxQA9eT+VMbkgJu4HUAc1PtYEKRgEYokKqxDFQF47UWAiVO5cZHTPP/wBeo8/vAMg49Qc/UU/Cyk8ELjI96bsJUKAEA6DGKQBhHUnJ4OcAcn3puACBhs9RxzTlRmBVnUKemTyaadzkfcOO+aAKbWP79pY5ngLFmMa4IywAJ5+n5/WuBiiTQviElrEzi388bC53EpIvUnv16+1enxw8K5YdecLiuD8d2O3Wra6Virtb4JbAOUYkH8iKLDuSeObRZNHguAFH2eba5A6KwI/mBVrwnPHqPhWzbfhYN0BJHdDgZP0Iq74it11jwhftAvyzWXnR89wBIMfiK5j4WvcNo+oK6nyDcq0TnoW2/Pj6YX86OodDso7djlFxgEAnv+FS+WUHygkc8HGPr7n9Km8oeWuFVgT1P86mQ4YKEHPPTOfwoERRxu4/eHHYAjdj8PyqVgXA6nHBBPU+lSuhOX2NgccHrUMisrLtbHYc5yfSgCB2+UlVAwMZPJI9APSmuMIRz09Of/rVKQVO7l2HLE8gmomkBUKSWAGSAOlMCgS0bbTwh/h9+2fWsvT0P/Cd6tk/esrd8Y98f0qzqOqadpn77ULqGFCSF35/eY9AOTWZ4a1O21rxdqd5ZNI0H2KBA0i7TkOeg9KTBHWsyiIDJYr1HXBrk7myke+vRncWl3479MEZ+mDXUXaMFAXgDoFFYkrGJpJS2D5wPzDg5AB5+hqogU9Vl3SWFqh+ZFBI/GtTT7NZALmfmNeAv96udib7T4jKhj8mEBPbjmtLX9bg0u2hsI5QLqdhHHt6qSQNx9qTAVkPiDWA7tnS7FvnA48+Xsg/2VyCfwFdExeViCQBx2xSWWmxWttHZr/q4l247n1J9z1PuanUqctjheh7ZoAri4MV2baUEKxAhfsTj7p9/T/61WGBwfmPPvXNwal/aGuahAF3QRhAr9y/JwPwGRW/FI/lgunm8cSKM5+o7GqTAlzlcFgMe3+f8/hUihWOOQB2PT/P+PoagjkDnEaSNITjAU1YjhZyHnJiQfwY+Z/oKdxEkEUl1I6ghYlX5nYcKv07+w/wrTxFgOy4jUYiVuSPVj7nrVSN0VQNiiMfcjHr6n1p4zMxLccfnQA13DPlTgbSQBUEhJjZ1+8CD+Oc4qyMA5ABxwKjuCiQuc4wdoxQ9hFDXbVUuI79GCKzK0pxxkjr+PSsVZ0aaKTcVEY2/Udq6u4t0l02KGThLmLymPof4W/PFcJ5UqO8UpKuh2sPQjrUN2HYvXM8c8m7AUDikivfIUqgHPeqaqoHTNOGOwpXAe8xY5xknvSAsw5pGyT0pPmoAH6VFuGetPYD8ajC5PSgCTduXGKgbIzVpFqORMZpAer0hozQelMY2quoWyXljLC4BDKetWqSkBxfw83WMF5pDnm0mZFB/unlf0NdyM1xsaf2Z45JHCXcX5sp/wADXZA0mPoPFKKbSg0gHis7X7UXui3EJGQyEfmK0AaSRRJE6HuMUgPk+6t2tLua3f70TlD+BqMHmuk8fWP2HxXcYGBKN/41zIzQUtj3LwDJ5/gLTeOYmlhznn5XP5da3vvRkMMH9a5L4U3Cy+FLq3OM294xGR1DqCP5GusZmU8bgCOjf54rRbEMVC2MJx+oqpOTHL53AXvjuO5+tWMvyQQP948VHNH5lqVCjPXPY1QiykitED0B/iHOB2xUqAcgYOOgLc//AF6ybG4aRTCSBs6fT/PFaTADB74A5BFIB+7cOTliPTgYoD4HUkYJJY/L/wDXphG4cNhgAWHXv+VKNxAJJx78nHsKAHKWZFII5xkHj9KUB493HXoegPv70pAX/V4UkgEg9valdBuUPjI7ZOaAG7WLEhwwHG4+v9Kbtfcu1CSRzg/pS/IjAgv7j0/+vT/nVWYEnPGCQpPsP880AV9nzuG9cjsB/jSOpOMHAOeeoA9u5qyyInEbbn68Dt7n0ow5A3bSSCeB0FAFQRE5OFA46jHH0oUM7nKg5z0OBVxlJbBXDZ4Hr/hSKIzncPnPcDIH40AV4srl3DkZ+UY5PbNY3iDw5beIZ9P+2szR20zySRDOZFIwFyPUgZPpkV0rYXJ2FuBty33v8BUe3JO/oR64z7UDM4IsibPuqBgDI2qOmMdMVHY6WmnWcFjaIsFrDGFjVepHrn1JOSa0zGAfmBQDtnr/AJ9acUzGuTk9wDwOOlFgKAi2BldlyOCR6/WpIkUEkKCAenTP41I33yqxIcj1wAP8aiAkMx2jd6p1xQA6V1Cjd1A4B7f4VEIwWLHDEDHB+6Kwdb8Z6No0xjknN5eHgW9piR8+hI4H55rIkm8Z6+GWOKPw7ZNz8x3XBB5zjqP/AB2k2Ox0Gra3p2ix/wCn38MHBO1m+cj2QcmuW/4SfW9eyPD2kNHb5/5CF9wuPZeh/WtbRfBGh2Mhnmj/ALRuzljcXpDkn1C9B+OTWzdIu7acqvQdsewFCQaHIad4XszL9s1WVtW1GQ/M9yCyA+y9OPf8hW7pMSR+LNTSNY1EdlaINq4AzvPQcCpYjtlVAOM9F7f/AK6TSDt8X+IAwHypaRjbx/yzY4/WkBsTBcANjcO4PX3xXJ6vE7zbIz87u2Qv+5XWT4XIKKCQenWsG4aOO+Z5U3kDIw3cirQjDYPZ3E0kETzXM2Nm5DsQepPfHoOvtVlLAxWYk8p7qZpkmvFZyGuUAOVJ4xjIIXgcY71cW9KgKEVwp4DDpQ9080jOzHd3NJ2Yrlu0lihCtZuxhACmIuWAHtk5H51fa4S5Q+UdpxgrjGDXOxxZuhOp25BV1HRh1B+oP8zWshOEZnb5TgMoGcfj1oGYmm2c0ZvIyvlSfamdJDnJ6YP6cVuxyXKruTaZcZkjwQH9Sp61C9sba5FwbueZWyojIURj8AP1q2XhdFMpCIeN24/Kff8AxoAs2uqreP5YllSVOTGzDI/xq4jbEIGSW4LdT+dY9xp6SLmRCT1W4iGG+px1+opsE+r20QZVTUoegdWw4/Lr+NUmI3I1LEAZwO3rUu/fySMZAAHf61hjW2QlX0jVN56KsBbPryKd9r1W7ULaaVNCBwWuMJgf0p3A2HuUhjGWCj1J/lVaKZtRn+zRDJbg+w7k1Xt9AnnYPf3uAeSIeTz2BNb8K2unw+TZxKqDBZifmOP7x70r3Aku/KZVtgAYwuwj2xiuQ1uAi8SZvvSp8/u6naT+OAfxrpvN3ZP3znisHXWxcQhunzn/ANBpSQGMEAPSnbAKGf0pmakB521GeaCfcUhNADStAHNBNNyQaAJx0psgBFICaYzgd6APVaQ0ppKBjTRQaM0Act4sH2a50+/6eVMAT7Nx/hXVwuHhVvUVzHjmPf4XunX70alx9Rz/AErT8OXov9DtbhTkPGp/MVLGjXpwpmeacKQDgacDTM0uaAPFvjFp/lajaXarw2UP8xXmQzXunxbsftPhp5wMtCQ/5HmvCu9DHE9b+ECE6ZqwDkB7iMYzgfcNd3Mu4/pk8ZrivhRatFoV3c44ll/MDiu7kQgq20DPGBzVx2E9zPkcFsKu0dqlWXeOWLLggc9PwpkysCQ21u2QuT/9amxrtkKso6dOlMkzLhzY3qXABSPJ3A/3T1/oa116bim49xnrVS+h8+BiwAJHPfj0punTM9sEcndCfLcjjp0/TFMC+kmwK+VJxj0xmnnJUpnqfmz/APWphaJiVznjjA6n+tSAncGZihxw3r7UgHwtkEleRxx1x/Skcbs5PA7A9aAQcc5U/MWHt6DFMyRJtK8H7ueePX0FAEvmbIcdPYdqQHeflThecH9eKSMjkKVOzjp0p4bajv1OOQRjA9Sex9uaAHEncCCo4+Yr1oJYE5PA4JPOaYVG3aSSp4PGBT95JwGG7PPAwPb/AOvTAQkl/mXr2Pf06dKUMzbRkjA4AHX2HpSHbuQKp479Prj1pHAOW3YHTJxz7DNAAGfzGbGCOPWlGJOrZYDDZHSowwVAd2D65PzH2qO4vIrO1a6u7qK3t0yDLK21AfTJ/oM0gJgFCsclh1OR0/xqvcSpCjTXEirFGeXeQIPqc4ArlJvG13rUrWfhDS5L91OHv7lSlvH74PX8SPoaRfAkuqzC78WavNq045+zxEx28fsOhP4AUXHYL/x/YSXP2PQbK41i9B+X7OhCD6tjJHuB+NVG8PeKvEKMdc1ZdNs362Fh1x6M3T8y30rsoLCy02BIbKGG3gA/1UahAfc45P41YjBLh2bbjlRgnP0oC6MjRfDOkeHo1/s6xUSr96dzmQ/Vv6DA9q05IxI2QOefujH61Z8roAwbPJI5OfzxS+UFGMAnqT1/CiwXKG0RgbiCFBBIPAPoKo3DDDEKMH5ua0boDYRnOOoA9f61mOqtwfuk8ewqkhCWkQAzgnJOSfWquk4XxZ4n2kKPOtRjrnEXate1twEZVwFUcZNZWhK//CX+KhkZEsHQf9MzUDNO4jAP3irZxx2/PvXO6kQbgFecj8q6afeQcvk9OBXNasV82PyyMcjimDKiRng9KfsAz6GkUkgU/ANIQiYU8KKuRMQO9VgBipY2wcdqANBD5qKjjjOMjr+VVIN9lP8AZpoibd8iJ8HC99re3oalDYUHNPE74IJyCMHNNMLg7XFkRLYndGDl4H6Eex7Gr1u1rqKedC8sM/8AGUba6n/ax1/I1SWYjA2g9hUjxYbgNDMP4lOCP8aody5JbaqwJh1lFHCkS2iscfUEVENO1qViZfEaxxnnZb2aJ/48Sxp8V2RhLjCnp5ijg/UdqlksHuQrfbHCjoBxmiwiQ3MdhDtursyADOXYZb64ppuWuMFQ4A9V4pLbSrW0UusYkkPWSQ5J/wABV75Vz8vvnpTAqecVxmCXJ74xmsjXpHFzDHJgShWd1/uljwv4AD8TW9LexW8TSs2wf3j1/D3rj72Z7u7kuDwXPC+g7VMgGbx60u4VBtbuKUIQc1IEu70FGc00A+lLtPWkAZx2qJ2O70qYITUckRzQAgb3pCc9qTYwp3lse9Az1im0ppKYCGkpTSUAYvisBvDd6D08tv5Vz3wo1D7V4WihY5aHMZ/DpWz43uBb+FL5z/zzb+Ved/B7UTFf3Vkx4YCQD9DUsaPaacDTO9KDzSYD80oNMzTgaAMXxbZi/wDDt1DjO6Mj9K+ZMFCVPVePxFfV16gks5UPda+ZdQsjH4nuLMD/AJetoHsT/wDXo6Atz3fwXp62fg+GNRgmIE8d+tbEi5VVzhiOeM/TjtUujwiDS4IugCAfpUS7UMkcm0hGxjnIpwBlbYA3DBT0JAqnKMPnPPX5Rj+fWruNshOOD2ycY9+9RyjcciQHPQbe2P5VZJEUaVcFtpPbPasaE/Y9VaLKlJBhTt43DkfpkflWou3cUJOMc59Kp6pavJAGhLeajZUrzg/SmBeB8vLFwM9h1qeNV56lQOvc5ri47DxvqsYK+IdNsLZhlTaQkvx65GQevepf+EK1d3y/jvV2YEchMD8BvqbjsdirdNobIHIHTP8AX8aRkdl2OhLN3zXHp4f8aWf/AB5eMkmQcKt7b7v1+am5+I1nIJGt9F1ZcZKRN5bEf+O0XCx2oTAB5JUH249qG4G0k88sMcCuNh+IdnbTfZNe0+/0e86fv1LRsfUOBn07fjXSWl/a6jGJra4juIGP3oXDD8fQ+xxTFYueaxcfICvYgHAoBdVOY2JGMDGM1C8g37zlcDjvSrJv+bHvz/njrTAnQ7wVIGBw2P8AEUSGKJGnkZY0QFndyAEGeSSelYeveLdN8NxKt2XkupB+6s4BmWTPt/CD6nr2zWHHoWs+MJEuPE8smn2AO6LSbbhz6Fyeh9zlvQLSHYsXvjmS/u303wtYNq14D81w/wAtvH7k8ZH5D60QeCWvbpNR8V3b6xeDG2AMUtofZVGCR+Q+tdNaafbabZpbWdskEK8pFGNqg9yT1Lep5PvUy7yhKLhSfmYjAJ9qLBcSMpbwLbwKkNuvRIlChe3AHAp7E78DJfHY9RilAG1gQST3I4pWCKCrso7HPU/hTERntname45/DFSMrINpAyRtz94H6ds0uIGC7MbvvYYY2+5NPCFnHyFh7nG739qQApAYFeDt7H7tLKpXIIAwAS3pTtpV1IZARkkj/PWoZciPYR1OT8uMUAVJgAcKePp6d6zwjCZt33mHANW5BjO0DJHPPSmvCpbGCewJHAFUBZtUA2s3ttGen4+tYWjMYvGPixWBA327Be33DzXQ2+1YWO7JHA9ce1c3pZSP4ieIIixUvaW0uWPtj+tT1Gbt26yojtuLKM81y2qn5os9cHJxXVTSgqwJO0D/APV+Nc5q0DSTwxLwXfaM+9NoRmxtxg1MCKmtrS0aeSIvKzIp9gSPSixkgjd3mYrhfk4zzSsK40xSKm9o3CnuRT7aA3EhAOFUbmb0FXYrmP8As+53SSOvABkPf2qLSZIW8+F5Vj8xcBj0p2Fcns/s8okAiJKoSCzZzVUsM1btIFiW4CSLKQmNy9KzGc5Ix0oY0TiQA8GrjTqimWW4EoK/LH3zWOpJbNPVd+Tyc0rgW4r07GyuSemP61Zh1SSIcJkHjGaz4omwcip1iIGKLsZYuNRuJkKpLJCPVAN35kVnQWrQSmZru/uZSc7ri5Zh/wB8jirixinbaLsCCYS3DAyOTjoOw/CohbnPrVwLS4A6daQFXyR3Wl8pfSpyM9aTbSAi8paDGKmxSbaAItg9KidBVnbUbrQBXC80rDIwKkKUm3igD0o0lFFMYU006mOwRSzHAAyaAPPfizqQtvDn2VW+edguP5/yrzTwLf8A2HxZZsThZCYz+NXPiRrv9r+IjBG2Ybb5eOhauUtZ2truG4U4Mbhx+BqZFRPq1G3xq3qM04GqGjXIvNKt5lOQyA/pV6gTHZpabRSAcw3Ky+orw3VdKP8AwteKIr8sjrL+Qr3IVw2r6Ru+IGn3gHSN1P6Yoewup20C7IUXHAUCuQ8Taxd+G9eS7uYnn0C7CLO6As9pN03Y7qwA49Rxzwev3BF5IGPU1n6gIruN4yiTRMhR0cZVgeqn25oiMbHPBcWqS200UkEi70eIjay9m96iyTwFz6g4xXJPFL4B1AFGlm8N3kgDBvme2c9T+n/AgP7wyeyAR4fMhlEkbAOjL0ZSMg57j3rUkoPE5wWPPbB249qd8rBxltzLjrxUxBeJgzkjnPfNV1BB5zx0CgZxQBlWe+y1K4sif3T5lgIGPQOo/HB/E1rpKVUb0bgcdhms7V4pGhjuIE33EDCVAeN2OCufcZFW4JY7iNZY+YyodSRyQRSYyysYKE9VBHvmpGUxRttK9ckHsaZuR+gO49guDTnBKggZwOMjv6jNAiK5SKeJobmOOaM4xDKA6fkR/SuWu/BlvBcNqXh27fRtSUZzDkwSf7Loeg9xkc9K6tnRQAUXao7nA/H3pjlflZSFXrkD86LBc5WPxfe6ZOlp4t0trU5AW8thuhk98dvwz9BSaj4mudUvf7I8KhLm6YAyXp/1NuPXJGCfft2DHoa9eza3fnwvpjoEIzqVyRuWBAeR/vevfOFHcjndBh1zQr/Vzph+0mwnxdae45uIudrjH8QA7c88ZHFDGjsfD/hKz0OR7yUm+1aT5pr+c7mBPUJnlfr19x0roSFVtuA+eSSOlZ2j6zb69pcN/ZSDyCTkE4dW7q3uOP0IrSDKBsYfOeeuaEAuC4Bcglu2cbR6Uu5Rhy+7J4BzSHHlHaWCnuAMflTESPu5XPOeuDTEPKqzYaTCnuy4NO8scgMu0cnHT/69NILMGRgTj+IfyFOC/wAZYnB657/1pAOZm6EZB4+Xqe3H+NPEZ8sjHBP4j8aYils4B2jncOrc9BU2wYPmtIAB8qg4zQAuzH3yAfc4/Wq1zJjK5B4x0PWrRUlVOFLAdQ3T61QupAEYbxu65Hf396a3ApNulYt8yDH8XWrMSl5Cr/MfQ/54qKFTnI5weSR0qzAAPmAJK8854+nrTYFtY227QCuF+Y8Dj+lchEFj+K2poRgSaRCwx3wwrrmwR8+DnrkcA1yUbMPi7PgjLaIvQf7Y/KpGjpJ4hsLKCUB7jnPvXO6ofLltpccrMPyrp22quThz6Yzk1zfiCEC1kbJ6ggHtz6fjTEZpnis9Xd3kUxnccpzkGqcd35MzPGBInIw69R71EEYqMIKfHbu2cnHtSuKxJLeSXKBdipGvREGBTo1J7VJDaAck1aWFR1pDIl8zbt3ED0zR5JOOashAKeFoArrABUyxgDAFSAClFACKtPxTgCRwCfoKnhsricEqm0D+9TsF0VgMCkHU1ZFlc7sGIj6mn/YgnMsqr7A0rMLopd6KuFLRe7Oab5sC/cgH407AVcZ6DmniGQjhD+VTG5fsFX6CmGaQnljRYQgtpf7uPqaX7OR95lH40wv6k/nTCw9aBkvlRr1kH4VHIIQP4jTd4qNzxQArPGOkefrTDKeygUw0UAejUUUhIVdzHAHUmkMWuC+IfjGPRdOa2t3VruUFUA7e/wCFS+MvH9noVu0EDebdMMKinn6n0FeF6hqF1ql7JeXkheZ+voo9BSbBFZmZ3Z3bczHLE9zR9elJRUln0D8MtQ+3eFLdWbLxDYfw4rtOteA+BvHEXheCeC4jd0dty7RmtfUPjFcy5FlZMvo0jY/QUCZ7M0iIMs4H1NU7nWrC1UmW4RQPUgV8+X3j3xDf5zd+Sp7RDH6msCe7ubpi1zcSyn/bcmgVme/ah8TNAsMgXSOw7Idx/SuH1v4pm5vI5tPtm+T+KT5c15ngDpxRSHY6m/8AiD4hvyf9KWBT2jX+prrPhRrV3eXmsWV3cyTM8KXCGRs4KttP6MK8rrqPh5qS6d42sDI22K63Wjk9B5gwD/30Fpp6jse6XFvbajZz2NzEXimTEig4J7gg9iCMg+orm/C89zo9/d+F9Qdma3BltJAP9ZEfmwPz3Y7fMO1dMCI3GV+YEqcjIB/zmub8bwvaQWPiCyybjTpx5hAx5kbH178kj6Oa0IOkGz5cbVwck9T+OKjmt5N28DCdFweT/WpY5orlI7iBswuFkiY91IyMe+CKlBTGeSwx3z+FAjNO5Tlm5bjqRgVQs3FvcyWZyoyZ4sjqpPzAfQ/+hVuPbLI/AA45AXqa5/xQzaXbwamFLG2kDOf70Z+Vx78HP4CmBrxsoOBx+uakLb+OSfbv+FUoZg6go+YwOCh6jsc+lWUdmU4PHAyKQx0rFgcq7Y6jv9K5vxVrMmmafBb6bGzatft5VpGpyQScF/wzge5z2NdG+15PmYnOQMHp61xvhtv+Eg8RX/iiYfuIybPTlY8BF4Zvqc/mxoA1tA0OHQNKFmjLJLw1xMePMb1Gew6D8T1JrNdW034mQTbiser2RjZsf8tI+R+Pyr+ddOpRCCoBPTpzXNeN4prTTLDWVUb9LvYp/wDtmTtb+n50wItZtpPCepv4l0+Jm02chdVtlXjBPEyj1BPPufRjjtYirIrRMrIygowPDAjIP4jB/GmGGG7t5orhRJbTIUIz95GGOPwNc94KvJYbC68O3pJu9GmNuxz9+InMbflx+VSM6NgrLhQpwM5Xtz/k01mygfcWycYALA/41JIATsJ49xj2/wAk0uACAVLcdieKZIiSSKSxG1s/KvUj+lPAaRmHU9Gz6+maeFITcoB5/h6fj701Bnqxfuev60AKNrjCKVAJ2lTjn2qRS7xEEkYPUjOfy60FoQyqFBJ4+Y4Cj6VGzvv+Urgfw4wMUDHzFcDceBycDvVCd97ng574GKsu53KSxIx16Z/CsjU9QtdPzNfXkFrG38VxIFz9B1P4UxFiMNhRgc9s1egOw5AOHOPl6mvPNU+KWiWmY7GCbUGA6qPKj/76PJ/AVz8/xO166VjYw2dgr9fLj3vj/ef/AApOSHys9o2uzZUYA6AJljXFahc21j8WLWe8u4bdJNHdXklkVAjBjgEk4B4715deeJPEGoygXGr30oPUecQv5LgUx9LiuIPOhZVZfvo3zEn1pXuNI9kn8f8AhWzV2GqxSOvX7MGkY/kP61yGoePrPXtY0+zsbedYftSmSaYhcggqAFHbnufwrz+4tUigWRTz0YA5qtp0hiu1lXO5HRx7kMMfjSuOx7J5YXoKOR0FTMy72HucZqMbicAZ9hTIFiJ3c9KnBFLHZTyc7No9W4qdbeCL/W3AJ/uoM0WFchB9aljillOI0ZvoKlFzbRf6u33H+85qOXV5CMeYEHonFOyA0LfSsxFp32H0HarEUWn24yXR27kmubbVH2sqs5B689ag+1TOQFXrTuhWZ1r6laxjEahj7CqravIWO1VA7D0rBiE7HJbH1qcI3dj+FHMwUUXZbmVzl5WOfeq5kXuwpoiB65P1NOESjsKRQCVT0BP4UBmPRfzp4AFBoAb83cik2nPLU6jBoAaUFJtHpUgBpdtAEeBTGHtU+2msoxQBWK0hWpSOaMUCOj1fxXpWjwtJcXMa4HQtjNeVeJvineahvg0tTFGePOYc49hXns001zIZbiWSWQ9WdiTTM1DZoojpJJJ5WllkZ5GOWZjkmm/nR3opDExS0UlIBaSg0UAFGaKKAClpM0UALSqzIwZCVdSGUjqCOQRTe1LnnNAHvWjeM4dSuLGyvraW11K/t1nj6NDNld2Y2zwTg8HnORW7qFoNR0i7syqEXMTRDnuRweffFct4Hmi1P4f6fBLmRIPMtJF6bSGJBB7HDAgjvU0uleNbNtlh4isryAH92dRtv3oA6AsoOfrVolos+Ar1rzwharMQZrV5LeUt1G08DnpwQPwrqkVc7nOcDjaa8s0ibxlo+uatpNnFpEtxIwv50eQqh38ZjORxnqOxHWujj1HxujL9o0HS5B28u5xn/wAeqhNHZSMiAAjj26j8fWuP8TXsb2ckLMvl9CCe2P0qPUNd8YRRb38IrLu7pdjOPYVw+rzavfRNczabfWMUeC3nhQoJOPqfTOKdxWOl8GambjTfs2SXtW8onOMgHg/lXZjITlTzwBx0rxTwxqz6brxEjfJKdsnpnNezQFZYgwCjcAAQep7Z9fpUp3KZjeNdSl03wjeyxY8yZRbxt3LPwcfhu6Vo6JpiaPotnpqqoWCEKxx1fq54/wBomsHxr/p2s+F9LJJjlv8AzZM85CY6+3JrqgxZiCDsJzz0B+gqhdBoBbjHXnI4AqDVNObVdE1CwOM3FvJGAeMEqSPryBVn5i6nK57nr+QqW3JDJ90hccZ7CgSMrwhdG/8AB2jXTcu1qisT0JX5T+Py1R1dk0Xx1o+tH5bbUkOmXjE5G7rEx/IDPtVLQPE+heGdLuNI1K/it7uzvbmPyyrsdnmFlxgHAwax/Gnjfw3rOgXGn2kl3LdOVkilS3KKkinIJLEHHUcCp6FdT1ELyQZWU5wSenHXmmLtwwOdq9m7/rXmEnxgHkQ+Xoe+4CKJHlucKzYGSAozjOT1rntQ+JniO73eRPBYg8f6PEMj6M2TRdBY90CFlLklVVeWcABfqegrGvvFOg6YT9s1qz3AH92su5j+C5rwC71jUdSyb6/u7rkk+bMzj8icfpVWNVLgZCD2pcwcp7dJ8SNCCt9mhv7oY4KxiMf99Oc4/CsnUfipcwxsLPS4E46zyls/gMCuCs2aOMMYsqehNVNWfPcZY9AKLjsbd58SvFF2CI72K1Xt9mgVCPoTk1yd1dTXl0091NJPK3WSVyzH8TSoMgDv3FM8l5rnyolMkh4CICzH8BSGQEEsGrTsvmCx5B9j0FbWm/DzxHqQQmx+yRseHum8vj/d5Y/lXc6T8JYoItt7qzs/8XkQhR+bZP6UJCbPPpIFdD5IKMOXUDj61NYmNH8ttwY84Xv9a9gtPAnh61be1tLcyJyDcSswz/ujArP8ZWFnpuh2JsbO1tSNRhyI4AuQc5yep6etOwrnm13ouo34I0/TrucEc+XAxz9DjFdF4H8Dappmqx6tqsaWwiVvLgchpGYqQCQOFxnPr/OvXJ5XM0hZ2HzEqhHTn0rPIwcbTg5OPrVKKC5zsjW8MzgxM7bv4jgUjX7oMRhIx/simahbyf2jNh8KSD+lV1sgTliW+poIGy3xYnc7OfrTBPKx+VMfWrItlXoAKcEx2pDIlSab70m0ewpVsFV8sxNTrkGpgD3oAgS2jX+GpQigYAFO9qUdaABV2jHan9qcMUGmAwZ7U4AmlCnIAHWppYjERg5B70CuQ7OxpdtLiigYmKXFFO4oAbig0uaM0ANpGxilJAprMMUAR8UU3d7UcmgDwiiijiszQOlFBpKACiiigAopKKQC0lFFABS0lFAC0UmaWgD0b4UansutR0p2/wBaguYgTxvThvzBH5V69eQrEFBIJ2jjPfHpXz94Bdk8f6Ftk2brxVY+qnOQfqOPxr2fXfEENkXlnB64CjBJPoKuJLMm/K2nxC0Kd1U/bLK4tHAHXad610ZuEYdFGeD15HpXlk+uan4m1C1u7C1+ztYyyGFs7ySflJPbt0rfsfDeuXyNNq2rXpi7LDJsAP1GKdwsdhLdqj7sjGMliMjNV5HtLyOSC5t0eOZSjqRwykc8elcjc+DAp3Q6zfxkjIBmZgP1pIvDuqWw3prszKP4ZATz+dUScj4j8H3mhTtd2ha6sFbKyD76D0cf+zDg+1ek+ENR/tLQID950OxmWsDWb+bSrUrcXkczMvGBgiq3w21eK4u9RstwCqVlVR0IPB/X+dTomVub+sgt8RfCQfoIrk4PPY10eejggJ2/+tXO+K8Wmq+GtVwwS2v/ACJCBj5ZRj+YronDI+NpDA7c4H8z37dKaEyVA5+VQAc9AP8AOKkVFC4bYcdNvfNRBwyhT8xPAHYVMmAhUtkA5LentTEeIfEa3+z+Nr5lACziOcEdPmQA/qprk+h65NepfFHSLrUdT0iWxgkuZ5YpINka5YlTvAx9C35VycPw88VzYJ0eWJT3ldE/m1Ztalo5oHaenP0o++M9MV1+kfD/AFDUtY1HTZbu2tZtPEZmYgyA7+m3b1rq7P4V6VEQbvU7q6Y/8s40WEH6n5jj8qLA2eS7hnc2QBgEmrunWc95MBbW002egijZ/wCQNe8aX4Q8P6eFNno1mXUfflj3ufoXzXRoqJGIwhVAMAAYA9eBwPwp2DmPHLDwf4guIGEenSxKR0uSIlH1yc/pTo/hRqlw4e/1WxtlB+7CrSv/ACA/WvX2IU8AE+3H/wCqqdyeQM89cZ61VibnC2vwz0GyK/aJby8fuGcIv5Lz+tdZp9pZaZH5Wn2sFsDgEQxhTj69fzqXgNnp7+vP8qkjSSRjkBV6dOR7U7IVx6uDj5gG65U4P0zVj50GNoA6k7v5UyFUViXBzkDA5qw5EZHIJ9fSkxj/ALxGMgDrjqD6VyPxBfy9BgJJ4v4ByMDq1dY0QUhlPXkc549frXH/ABHcL4TiGFbdqFvz3zk4oA7G5LI8ihl27jlVOR171RYAFR1OanuSGkfjJLEk8AZBqDaFB55IPNUhGLqi7bwH+8oNVBWjra/6iUe4P86zkYMKl7gKBml20uKcUIQMcYPSgBmKkU4pCgCI2fvGpZdiB14JyNoHanYQwqcZI69KdDGZW2ggH3olbEUR9qbb3KwuxI3ZGPpSAtx2bMDlsHOMUFEVAcHIbaeetV1vChbYv0yelRNIzL3x/WnoKzNKSSIFCcAhs4qCW4MisCgHORiqqtkUuTii47EoNL+FRKDnk1JzSGHWlpQKKAGmkp1GRigBpGaaVGKeTTSeKAIiMUdKD1pDQB4OTmkpcUh61maC96SgmigAzRRRQAlFFLikAlGKWkoADQKOaKAFopKUUAWtOvW07U7S+XrbTpN/3ywP9K9X8R2jahq7EFjbR5f92u5mBOQAO5PAFePYBGD0PBr2bwf4nhn03TZEjM+pLDIksMY3SFolVVIHvuH5VSEzZ8NaAPDXh62bU4Wa4O52tkG4o7MWwcdSM4/CnXFx4i1a4ZLWBNPtV6zSjezeypkAfifwrobb7ewS4u1+xoQCYWAaT6EDhfzqybpWbb5Q4+6D2/pVknFN4T1S5+dtfvYgM/MsUXp6BaYvg+BEAufEWrzYOWVZEiA/75BrtXlEkLqR5ZcYwP4cVhXOjS4Z4LiM9juOKaFsYLeDPC5LPJZvcsed1zdPIfw5xXO3N1pfhvxjplrZW1vD5j7JwqBdsb5HJ+uCPpXYx6LrbSNuuLFY2HBdmb/x0D+tZ1/4L063s7qaaSW8u7g7pppQBk+oA6Y4wOwpNdhpl7xbYS6n4QvoIRi5iAuYsYB3Rnd/LNXtI1KPWNHtdTRwftEYZgMnY3Rh+ByMU/TbgXNjb3BOC8al+eCRwR+YNcrp7Dwl4jk0aaTbpOoP51jJnCxuThkJ7DPH4Ke5oA7OPbuI2ZXp6Y/wqYDAUckjnr0/xqCEMowR8xOcEcA9ADVjBVcDIPTJ4H4UxGJ4ula30+01VOum3sNw2B/Bny3/APHXrd2AuwHykZXduyOKyPE0AuPCerwcFjZSkBe5Ckj9QOK07OU3GnWsy8meCNueM5QH+tT1H0OY0Pn4jeLmBGB9mTJbHRa6pXVpPvAn72BwAO34VyXhVll8QeL79tzLJfrCpHOQoI/wrroSAgAVsdOBwfw7/nTQMni+Q5zj1IqWMFuY3+U+gPBzTFCkAhVYsecjn6VI5VcpwDngHOfwAoAhdlDHKsNp7kGqDtyXwFUnj1Y+lWLmTHyZU54246VV2gydiQMYHPv+NNCHxYEgIU5PQBf1qYJ+8AyxHqF70kKsCCFzgZzjpVtSFjHAznBAAx/hmgBUaTYgjJXn0xn8akIRslnB3Hge+aesW4KW3EgY2k8H2odQoTAxyFZmP6UhkIULuCAMNvykHOK4/wCJIDeGbVTt3nUrYcDpy1di6vnAyCTnAxtrjfiKW/sXTY26vq1sCAOvLd6TBHV3DIbiXG7AduSOc/571XJ+XjgA9SccVPLN+8kXjl2wp69T3qBgFAyPcj096tCKWqoW04kdVYNWGh210dwpmt5lycsh4965mPmkwLaOGFPeRfJUZ5BPFUl4binkngUgJXmBiCAcgk5ppuGMe3OeaaIyTU0EP70HsOTmgCHEki5CnGcZpxgeOXa3WrayxRRbMbskkkVHJL5koZRQItJaJktzhcE5PaiZUKEDAG7IAqLzHbqTjGCKO1FwsIqgDAoIFOxSYxQMQcU8dKbQM0APzTSaKTNAC5pDxSUnNAC96QmlwaaRQBGTzTc049aTpQB4QaSnUlZmgUUUZ5oAPwoopKAA0UUlAC0mKWikAUUUUAJS0UUAFeifB2YQeKbxtoLNZlQe4+YZNeeYrf8AB2sxaF4lt7ufiBlaGRv7iuMbvwIB+maaBn0HI8kp3HOwn73X8qdtGVYb1CnGe+f8+lZlvcGWXylxuJ6DnNbVtZMD+8G3A5z1BrQzIBauYtiKVBJHLZP4+tNktmztUoOp6ZNTXmqW9oVieQlmGFVcln+gFZV3eancHyo7Z7cHjMi7n/BB0/E0wZLO8cCmRpBhAecjj/PrXE+I/GVrFaSJZxXN6W+QGKMmME+r9D+Ga2Lm3hDFr6QTYz/x8yqVH/AOn5is7UtWt7aL5rcT5GBHDhnK+w7j19KAuR+AL8XejurMWeKUlg3BUtyQQfQ5rc1vS7TXtMksr0Ext8yFAMxv/eXPU4z7EcGuL8KXyHxBdxJF5S3amZQTwCp6H8D+legspkVSAQD78/WpQ2cZa61qHhi4h03xIxe1fKWupgFlYf3X75HT1HuOa7WFopY45DLHIkg3K/mAqw7EHvVeaKG5haG5hikt5Fw8bDO5fTB//XXODw7qXh+SS88LS+dBndJo90xKt/1zc9G9v1PSmG52LxCdWibJVwY8HAyGGCf1rJ0HUPsfhC0uLjJNjaFZtzd4dyn8yn60uheJdP10yJD5sV/GNs1lOMTREdeMcgeo/HFc74hklGkap4etcLPf6rHbxbegS4AlJ+gw4pDsafw9tXh8Iw3E6Ez38sl4wIxnecD9Bn8a6xGzt353DsvGPao4oYreGK1tgRDBGsa44+VRtH8qsRKIyApViw5I5IFMQ9XO9VAOM8d/ypZpBEhJJYkfKD/jSMVB2scYPG3gc/Sqk0iHdgbT25oAhkO6QZOM8KBxj6Uixlx8qj3OeQPrSMSj7wQfTA5HsKsW0KsFwnzccNxzVCJrePamcMdp4PXJq1EIoxudOufc0xU7SfNj0BwP8akWTYCoOB6+30qQHD5GYKyhwOcZ4ppctlhIMgknjGfbmlZdxBKZPXGORTFUjnblh/FQMicnG3zHHOAVrj/Hqs8OgRFwQ+tW4DAdMZrsADj7+WNcn4uH2jXvCdswAB1TeQD12Jnn86TBHQbkySmdxY/N65pGBbJzwBgY/nRu2DJBZietCjCnPQ81YgiUbxxwOtcu8eyZ06bWIx+Ndaqgqfz4Fczfpsv5/wDez+dJgQdKUYYUzBzTlXikAvmlODUiMXohiV5VVu/FWZkS1Mbhcc8jOaLCuMFtJwNh5p5t/KIyRn0FTMzFRMrEA84PFMlZWdWXncOcUNAieO2XYGdiMjIAFROoVyFzj3p8M/lqSQS38IzwKYzlzlutAajRSmikoGIQaUDmiigBccUmBS5pcUANxRSkUlACGkP1o70hoAiI5pCaVjzTM0AeFUUd6KzNBPfNFLRkUAJRQaKQBRilpwoAbSYpxopgJijFLz2owaAEpaMU5ULHgEmkA2lx7Vai0+6mOEhbn2rWtPC13MQZBtWiwXPRPh34jtj4YUXdwguLJvJbe3Pl/wAB9ehxx6V127WdUUkMdNtSATJLHulIPQhDwpP+1z7CvOPDug2uka1Z30oVjBIH5HTrXos19M+nxiZ/LlCedMQeAxxx9QCAPetEyWOS8tNJUiIEbjtku5mMkkz/AF6sfYYA9qiRLjUS2fMt7YnO0HDye7H+nSnWkAYGa4AEmAFXqI17L9e5NaAjZwN2FXH3QfT+dMkyn0uxiO6OMd8YPPvWfqeh2l5B5ZM8UgHyyKT8v0BroTGXZSFH1IpkiL224PSmB5VDYS6Rr1hc3civNJcSwuY/ulMKAeehPU138cjFBgYGcfMOnvWP4t0gypaX0IGyKX94vcqwA3fgQM1b0m8klstpVvMjGCPUj1qdhl3cxckjceMnP+cVs2cGRiRWORnHYfSseA+bMqnOByTit5E2x59s7v6mmBh+IfCNhru25naa3v4v9Ve252SR46c/xD6/gRXn4ubjSPHpudfv2v4dNjWOS+t4CUjkKkRmUDowBYE89utd/r3iCW2ddI0tPtOszgCNDj9yO7uegwOcHp1PYGTSNAi0LTGtkfz55CZLqdxnz5G+8SD1HYZ/HrSaGmOtda0y9CSWmpWcyEcbZ1/lkH9K14VbAkcNtOcAdD/j/WuYl+HPhvUZmluNJhVs8/Z2MWT64Bx+QqFvh7HprtNoviLVdPYgjYJN6Afmv9aYaHXzup+bqvbcMfyrNlYhC+Asaj7xAC4+vT8a5hdF8WI5STxrPInQMtoC2Prn+tObwRptw6vql9qeqydT9ouCF/75X/GmKxpS+INFt22z6xYRHrlpxn36E0628ZeGEyW1+yX0Cux/ktFr4J8ORqCNBsiR1MiFv5n+daI8M6CqqRommHA2kJbL+tJ3Aov498LBsjW4SM5YgSEH2Hy9aafiJ4TwdusxBQPu+S5/9lrYTQtFA2x6Pp4C8k/ZUyf0xUz6XpgGxdPsRnj/AI9YyM/980Ac2vxJ8JEMDrIAAHPkPyR6HFRSfE/wh0/tNiT1CwP/AFFdK9jpyJt+xWbY6D7PGMn6YpTaWuzC2Voq45ZIkx/KgNDkn+KPhPYUS/uHPbbauc/iazo/Etn4o8ceHfsMV0EtPtEzvPH5e47MDHJJ6dfcV3hjjj2sIIcgnjy1GR+VcxcztN8RLRQDi10mV8dh5kgH9KBo6JgXkZjuHrk849z6UgAc8HoO/aggSAnGMcA9h+FCrlxgM2RVElhV2oSp6cZxXO60Nl+W28OoIro4VzFhcEkdax/EEJMCSrjKNz9DSAw1ckdKd5u0Z61EBx1p23d0qQHx3DJIrgcCpTMJFVUUqoO7k5OagEeRjPFTRoFHFMCQO5OWYt9amjJbtimKPapQMUAP20oFMDkU8NmgBSKQClpaAEopaQmgAxS0lGaACkPSkooAb3pCaWmkUARMeaZkU915qPApAeGUEU7FBqDQbjijFLRjNABSU7bQELHABJ9qAGgc0+rlrpd1dSqiRMM9yK3YPB9wyhnaiwXOX2Z7VILaVgMIx+grvrPwraxAGQBjWvDpdnEMLEPyp2Fc82g0a8mxtiIz61r23g+eVQZG2/Su8EKJwqAfhT+fSnYLnK2/hC2i5k5I9a0INAs4eVjBrYY46ipFQYosFynHZpGBsjUfhUhhbtVvgUcUCKpt2ZWyeorQe4+0rb+bkOzqr4PoMVCeehqMqu9WIBKnIPoaAOvizkHB29gOasruOegLHH07CqNnKJLeNgMZXcDmrsbcqobgd+pzVCB40C/MCCD2GR9eT0qHYWCgBdvbGSP/AKx6VPLIIAkYRpJTykSHB9yfQe5pPsU0oH2idlUj/VQkqPxPU/pUymolRpuRTukgeJo5yoBGNpb7wx0PpXCSTLpGtSWxcYYKVZv4k7H69R9RXd3Xh/TZFIazibPXK5J/GuJ17Q7C2uI2v9UjtIlz9mluJMcdSmT1weR3wamNTmKlScUdDps4lGAh+c4GO56Ypl1rt7qd3LpfhpFe5hfZc6gx/dW56EA9Cw/H2BPIx9NvbS9xpWk6l9quHG2W7tgdlsh6tuIxvIyFAzyc9q7eys7TTLCKysbdLe2i4WOPOB6nPc+p6k1dyCpoPh+00GJxCzz3czbri5ZfnlOemewzzjPucmtpEDOee+ASOv8AjSRYkzkJtPAxyT+FSlmQ7V+c4yDnr70xCHYBtIyBkYArMvpjt2bl4xgcAD8v61Jd3JRNvQ88AdDWXLKXOR8xOcnHYdaBDi5cbMgKOuOOakgQu2AnHGMNjp16VFbo0pCgEqDk4UDmtaCJVw/LNyemePfFNgPjiLBeMYzjP+FTKhCgM2e5yPvH8aRWbaWOXYngdv8A61BkX+I4c8cc0hjhtZSjbFIGcDjj+tQxyeYcLliOBjNI8x7NkE55AAJ9KY+93DZOAuORwPwoAbMZCm3BIUnJK81DIx3Aksx6cipmKgYLZXG4ADjNV2uCwwoDZ6lf8KBCNIqttQNnqWJzmuZsnFz491qbHEFjbW+c/wARJfH/ANat9QxyAwBzzuH5VgeFVN5q3iW4Cgs2qmLIGMBEAFA0dAHYr1ABHFSQRu8mMFsCrkNlvcFwNv1HOKvRwRgjcuRn7v8A9amIrFPL28ZPUgDHWs++jU2rB1yAQW78Z5x+dbbgtE5zgegFUpYVKyBjnIweOgPFCA4aSIwyvGeqsVP4Uo61c1BPnikxzIgyfccGq6rzSAAuakUYFASnhaAHJz2qXtUain0AIRzQOBQaB9KAHqaXIqPOKeKAFzR1oxTxgUAJSEUuabmgA4pDiikNACcUmKDTSaAGOeaiNSOcmoiaQHiGKekTuflUn6Cu6tvB0CDMpya1bXQrS2PCA1NjS559Do93N92Js1o2vhS8lwXG0ewr0FIUQYWMD8Kl2nFFhXOStPB0a8zEmtaDw/ZQYxGDWvtOOtIVIIJPemK5XhtUib5Ice+Ks7SODxU2QOgpjHB5HagBoUd6coFC5IpwAFMA2jrTBy2egqTOe1RZ9BQAkqBvcUz58dGNT4J69KXgUAV8P3BH1p2GqVjxnFIuTmkBHyATg8Uitu68VK4xGx74qiAwOc0AdLoswMLQnnYdwHsf/r1oz3xthHBAqtczZ2Kw4Qd2PsP1NcvZXLW86Sdgfm9xWha3RuNZvpJeGWQRoPSPGQR7HJNROTjHQunHmlqdDYxrArfMXkf5pJG+859T/nitJTkVlwv0q9FJ6muS522RI6ZFY2radb30AS4t4ZgjB1WWMOAw74P1P51vZyKrzRAiqjKwpRurGLbQww7FjijjhXnyo1VRn8BWqkJlA3EYPK7TxWTeRGCTzP4D1wOQfarUFyXGBkbcdR1FdkZXVzhlHldjTwI1ZVUueckDP61m3VyQSpkHXIA4B/rTLiV9jKrEEgZJzxWXIxeQ/vyAODg8n2qiRZHkmJzjbjBPQY+p5qW1tC2VJA5+6AST/wDWpLeFyS2/vxn/AArXhhJXDOMHGOPyoELFaKFBCqF425/nVhzlSN6gduxzSpFtRVztBGORg/XNJglsh19iOwoGNVgTmN8gDjAxj3z2pJGBHy7S6jtzT2yuQXPP8Ocfy5ppUAdiR64+9QBCjmQkMRgccD7v0pVjZRkN8p45GMj0H+NTKp3ggED2xj8PapVt/M4kZvXBPP5mgRRfa3KqTtAxgE5ojsm8sEEDH4ke1X0QqQASR156H8al3szE7SeoBzgZoApw6eqOTtAHU8dfSsnw7bRWGu+JLJIwhN2t2uSfnWReT+grpThVPzADGdo6H/61c7l4vH2zKrHd6dgfxEup/XpQM6JVVAD3xjH+elB2pwoYgcBietNLFQIyu7J64xmmszFdq7ic4LdcUANkmijU7mGTzz1/+tWbPcGYHaeBz9atm0dzuc8dc9akjtI4su+ckYGODTEcgym4sLjOC9lfTW746jncP0YVWC4NWLKRZ7/xH5GWtrrUd8cnYhUVWI/4EDz7VXbcjFWHIOKTAdxS5FR5pwoAkBpc0wU6gBTSg03NIWoAfmlDVDupwagCYOKXdVcnFAk7GgCfNJmmbuKN1ADi1NLUhNNyKAHFqYTQT6UnWkAxzzUZ9qmYDNJgCgCttoAGaVutKuM0FABk8Cnjp2o4pOM80ANYZPtQcHAHapCAR1qJjjgd6QC7xmgnceKQR4HNKhAzTAVSR1oLjFITmm+Uc5zQA4SDNIM0hUDvUmRigA3Y600uM0hG7pSCIjrQA4tuAAoXI60i4DU4mgBHcbGHtVXjFTvGSCe2KhwKTAASKngumjZT6VBjikIODjrUtX0GnbU6izuxIoINasMme9cLY3TwSkZOw9R6V1NpdK6jnrXLODizupzUkb0T5HWp9gYVnQzCr8UgIxU3LZVurYSIVIyCKxTuhbY+Pk6EnHFdQyBhxWTqNj5ybkwJB90/41rTnyswq0+ZXMxXMrEAYzydzcD2qSK2bzApYE9RgYwfrVW2ZhcFFwXDEHen6YrdtYDI2+Qj5eTgYBrrOMZb24iAYFOOpAyKubRxlflPdhjH5VJuw4Cqdo4GRgGmttk5yRg8L/nrQBEyqzBd272AyOaNhUEtjJIACipVQkrndv7ADrUmwrlc5J9+B60AVxG5AIPXjHGf/wBXtSiNQWILs2cbTjB96stCpTJXAA6A4z71GpVsHaoCjn0UUAJgnDtt5HbqRTcMMrvHB7VJ/CSxOe2OtIZUjUF2XaTxxyKABETco3Haf4Sc1KCOckgdl9vwqubhQy7j5YYfx4zj/Gq8+pR25JlbAA+83AA9cmgDQyGXJ++egbt/n0rnvFJe0vdB1ZVLpb3nkygY/wBXIME+vBFQzeNdKRtkN1HNKf4IMytn6KDXP+JLzUfE2lnT7LT7i3jaaN3nmIh+VWzwMlufpjmgD0Z2jQcuS38TE8H2qtLfQW6nc6qo65IH51ygh13UJW867itgxztt4jIQB/tPx+lWrXw5AZkluGM5UctOTIevYfdH4CgRcm8TRfMLKJ7gHoUXC/n0/nUEn9o343XLeWvTy0BH69T+GBWpFZxRHdGg3DoWGQB7f5/nVnB2djkdjQBlw2AjAGEVVAA2jv6e1Zmq2pilEuOH4J966N/u8jGB0HauN8eeKrLQLOK0LLLfyuj+WP8AlmmfmdvTjIA7/hTb0BK4mKKQOrqGQ5VhlSO4oqQHZpM03NGaAHZpCaaT70zcaAJN1ITTeopcUAAYml5pMGjp3oAcGIPtSlzTKDQA/c2KTeB1pm7mlyD1oAduBp4BNRYGeKkTI70AKwIphxj1p7kYqMnFAELAA80gwTwKTOetOQ4PSgoUAn2p2QBRkYpoYA0ANON3TmnYJ9sUmRvJxT8igCNmJGKETI5zTsgHOM04y46KKAApimZI608SFuopDjFAERyzVKsdCso4wKPOJ/hFAAy7RkUwsQKkLbhTTjNADEUk81L5YFJ5gA4UUokJ6gUANyQcU7IApDikDAGgBnAJpw6cCmnqakUjFADHX5OvNS2l0Ymxk4qKZwsefeoA6evWolFSVmVGTi7o622uQ6gitKGauaguN08IhjAVrTznweSVcI3H4qfxrXgl3AEHjFckocrO6E1JXN6KQMKc8YZeazYpipFX4pdwwaBlCSEQTGXaM9c4709boFt0Xb+I84q9IgcYI4NYupCbTovPUK0JODudV2+/zEDFdNOd9GctanbVGkhMwMmcZ7sMEU9nhi4UjP1rgZ/GOomO4W10PU52hfbKvk7Ch753HOPcAj3rOTXPFd6cRafZWcRGVM05bj6L/jWtznseoG6RFycL9eDVJtWiViXlCqO+M8f0NcFDp/iC8JNzrUwz0S0iCD/vo5NaEXg+2Pz3Sz3JB/5eJnk/8dzimBu3ni3S7YYe9tlYdVLqPw65NUv+EyiuEC2ttdT54BigYgH6kAfrViz8PWlqo2W8MQHP7uILk/zrSS1ghfKplu+7lj9M0AYaaxrNwgNvpW1TwTPKFz+WTSPD4luG+e4sbbPaOBpCPxYj+VdGoEbjLEZ6ZOO1KWCryFXd3JzQBzP/AAjl3cPuu9XvJe52yCIf+OAH9alh8HaUku9rZJ3z9+YGQ+vVia6EFQ3JB9B/PNIduzam0+woEVE063iVUSLYE5AUBQPwHerAt4ucKuexxinEl90aBjt56fpmj5gV2qpYHG0Nwf8AGgBxIA2CP5AeTn+n5UbsglugHfvWZq2uaTog3alfQW3cLI43fgvU/lXEav8AF/ToCyaTYTXTDgSTnyo/y+8f0ouh2PTBjglcn0VcZH8/8n2rnNb8ceHtADRT3yyTjg21t+8f6HHA/EivFta8deIdd3Lc6g8Vuf8AlhbZjTHoccn8TXO59KnmKUT0PXPi3q96Gh0qFdOiJ/1pO+Yj69F/AGvP5pJJpXmmkaSVzuZ3JZmPqSetNz7Un60gPRfAeti4tf7JmIEsAJhOfvJ3H4fyrta8Ls7mayu47m3YpNG25Gz39PpXsul6lDqumQXsP3ZVyR3Vu4/A00S0XDSfSjrSdKYgwfWjFOzQcYoAQUufWk7dKMGgAzzSnGKaQaAMUAJmlxmlxSZxQAbaTbS7qWgBACD1qQGm4FGcUAOamUjOfSmbqAHyABwO2KYcU+ZSZBjpim7D3oKImDE8UbCBUmcHFMds0APGNopj7j0p6oSoPaj7tAEYQ45p6AUM/FIgLUAOPtURViam2EUm72oAZtIqTjFRM2W4qQI3rQA1s44poRj1qQgrzQX4oAaoAbmnHFMXLNUmw0AREMT7UbCKk3EHGKY7ZNAD1xjnrSN04oVGPel2kc0AQOjMpB6VAsLbquklhjFMZDnpSYG3pVgqWNveKP34MmCO6NgFfp8oP1Ap0d2kV55W1039mHGfY9K09H2nQ4COqqRn3yaiuoMSEhxgjoMc/UUpRUlYqE3F3LKHK8VYicg1nWjnJjc/MOh9RU9zPHaQSTyyLHFEhd3boqgZJP0ArkcWnY7VJNXNuzje7lVFOFJ+Zun4D3rG8VaXtS6mvILdbZmWOK4kbcUUc7lTIw+Cyheh+8xxkVyep32tahqkKWUGnNpkscVwbu4lkJs4wu4l0VgA+GJIH3iQO2Kg1u91jxnrEFlH9q8s/u7No3AaN05cyAcbz8pP8KAgHnNbxVjnlLmZoaLqVtqsNzZQ6fHDexT/AOiyCYuX5AKMeCHHXaAB1K8VdsXb7bdWeoWf2a9jl8tySrBj/DlhwGIIPTnPrTrbT7LSEWxiitJb+e5+xG9kn/fyuG+6yj5xGSMHBzj5ulLb2V1eyyo8Vq7Lcbt0M0jW8agY2Z+Uzc89lHAycVV7GfLfY1dsSALkjHb/ABqYMGUAA4HUZwf1rPe3v4HH2mWJkACiVAfm46sOcH+dBmZW3Fst13AY/nWidyGmnZmgXUDaTk84weg/nQsrDII5AxjHX6+tZst1BEm64kSFMkgyOE/HJrEvPiF4a09CJNYSV8kGO2BlP5jj9aLisdaXwrB/lOOcDkU08dSTn+8OB9K8tvfjHZglNP0eaQZwpnkEa/kATXN33xS8UXgdYLiCxRuot4st/wB9Nk0cyHynuxkaOMs2xIwMmTOAB9Tx6VzerfEDw5pjNHLq0czcgx2o85v/AB3gc5714He6nqGpyGS/vrm7bP8Ay3lZwPwPFVRwMDge1LmHY9Y1L4yJ93StIZsdJbuXH/jq/wCNcfqfxA8TanlX1JreMjBjtB5Qx9Rz+tcvu4phbFTcdiVmLyNI2Wc9XY5J+pNNLAc9aj3E9M4pwXigYu89qd9aQCnYoEJS47g0Yo70wEzXVeCNc/s/UfsE7AW103yk/wAEnY/Q9D+FcqaAP/10IR7vjFFYfhXWv7Z0dGkbN1BiOYepxw34j9c1tk1RAfpRjNMNPB4oAXFKMUAHFKOKAAijFLnikJzQAhpD9KKQn2oAaaM470hzSY9zQA/dRuplFACseKiyaex4qLPNAFxpE/iNN8xDwM/lUb9c9qFIz0oKHEBqQIg6mnZFNDAGgB+9FG0Z/KkbDHimE5fNPyPSgBoRc8ningxp3P5UwkA0jEHFAEm9T0z+VMK59qRD7U4kYoAFVB1Jz9Kf5kYJxn8qjDAGmd+lAEpII4ppQE8mlBGKCRQA4eWozk/lR5inpn8qYWBWkQgHpQA7G6hUQfeNLkYpoYA0ASb4x3PHtSF1IOM/lUTEbjTlIx0oAXHelJB4pCRikDDBoAw08fyeEfEWoW81s13p7mM+Wr7WjfaMlc8YIxkVvD4oeE7obpZrq3dj0e1JI/EZryjxFL53iC/cn7spUcemBWM3JzwMADjvSuVY9pk+IPheNt6aqWwcjFu+fyx0qxrmuJfWNnFaTyeRdgTPPAAwMGSu3J45bqDxhdpxnnwluRjJx71vaRcPd6c9p5W+O2QvI7qzIibsqeCOdxAH171m1d3KUrKx6Nd6tPa6RZeH9MicanKYtkQXMm7kog7BhhTznYCvXbx0elaNFpun29rpkNveX09wzXCh9sE+1SGjjAYsFVlBwcByhyTgVy3hPOk2kWttP5l7NLGsSu7ZjtmkZGKk5KuzkplQ3Ck/xZrt9OsLW5uUvG09bTUnDm9K8YLk5VflBBdcM2cYDYABbhN2HFXehb0zS1uIYpLi1tEnXeJLiFcu4JIEayHLFVXCls5bGAcVvLGsUaoihUUYCqMAClhChQAAABgADAHtUpGeKzcrnTGKRXdQ3UZri/F/hPUdStGm0HVZ7C7XkRB8Ry+2eqn36eo7120mBUOQT1xQpNBKClufJepQX0V9Lb6n9oF1E5SRJySyt3BzVYKoGK+ifiB4JtfFGmPPAipq0CfuJcY8wD/lm3qD2PY+1fOjh0co6kMDggjkH0rVO5zSjyuw/HFLuqLcaTd71RJKXpu8nimjmnF0TvQMUBm7YpyxjufzqI3K9gT9KTzpG6AD3NAiztA5JGKa08S/7RqERluXJNPVAvQUAOE7EfKmBSh3PXFA6dKcOtAgGTS0nfmndBQAmKCKWimBreGtYOi6wkzsRbyDy5x/s+v4Hn869bB3AEEEHkEdDXhvevSvAutC+086dO37+0UbSerx5wPy6fTFNEtHVBacq4oJx2ppJpkkvakNMBPrSmgBSeaM03PNAoAXNIaDTST2oAQ0ZFIc0UABPNFBooARgSKiIxUpIAqItQBalUK4HbFNOKdcKxl46Ypuw0FETBs8UBDjNSZ2nGKa7cUAKPuimtk9Kcikrml5SgCMI3enIBnmlZ+KagLUAPNREMT7VNsNJuxxigCPYRzUgAxTHbJpyox70AI3TimhGJ5qQqV5o38dKAGquG5pxxUYyzVLsNAETBieKXYQKfnacYpjtnigB6479aQ+1Iqse9OKEUARbWJ56U7YelP3e1RsxLcUDPKtdAGvX5HQztWU49MfStLWWJ1m/wCTg3Dj9aznyakoibsMdKRJ5bcMYnK78BhnhgCCM/iBTuopjAe9IR3HhPxLAIY4b65WR42ZxbudpmwCUjzj7u/aQAwx83rz7D4cZxYxmaQvO2XmcnlpGOXb8WJ/yK+YCGRgykgg5BHY19BeDNcTVdItr0YV3G2ZR/DIOGH8j+NZTRvStc9Bjbj1qcGqcDB0UjvzU27k844rM3JHXPU1kXk4srqGOUgR3DbI3PaTBIU/UA49xitgP8vNZuu6cmq6RPaOCC6/Iw6o45Rh7hgDVIBfvg54r5/+KvhxtF8TNewR4tL8mQeiy/xr/wCzfjXq3gXxUPEOmJ5+EvITsnToQw4PHvV/xZ4ftfEmizWF0dm7545f+eTDo/07EdwaIuzJnDmWh8tea3oKTzM1f1LSbvS9UuNOuIyLiF9jKvP4j2IwfoRS2+galcsFjtZOfUYrY5bGcSTTcZroG8KXsCbrmSGHjO3dub9KxJI2jkaNxhgcGmDFRcVMuAKiUVKuKQkSZ9KM03clODJTAcDS9aQEUvFAhc+1LSClzQAtAoxzS0wExVvS9Qm0nUob2AZaJslf7yngr+IqrSUAe2WtzFeWsVzAcxSoHU+xqauD8Ca1slbR524cl7cns3Vl/HqPxrvOtUZtWEzijJo25pwGKAEGc0tOyMU00AHFMJFDE4ph60AO3Um4etNoxQApNJmjgUhNAATxUBapG5qI9aANVmQ9WH50wsuOoqBsbm+tPXGKChSMn29aFiXOWYD8aD0pBjBoAkGxRgMDTGwenNMTFP4xQAgiBPLAD61IFjUffH51GCM80xsbjQBOWX1FR7c+1C4wKD7UAOWJMfM4/On5QfxD86hONhpgxxQBMxBGAc03y8nqBSjFIevtQA8Ii87x+dKWU9GFRPjApExQA7G4/wBaVYl6sw/OjjHWkGM80AS/IAPmHHvTSVPORUBxk1IuMUAJtyM9KkSJNyjcMk000gI/GgZ4zdu019cSY4eV2x/wI1AeKVmO9mPUk5/OkPNSURmmnHOfwxTz1pp+lAiJhwfeuy+G2tiw1o6dLJiG8PyZPCyAcfmMj8q49hkdKjSSSGZJI22yIwZWHYg5BqZK5UXZ3PrPTZhJCATzmrVxlRkda4vw74lS/wBIttUhwVlUedGvWN/4h+ea6iC+jvI9yOGBrBo7VtcfBfbm2Pwc8Zq8GDKQc1iahDPEqz2yCTb9+Mtgkeq9s+x/OrlheLPGh3ZBHB/+t2NAHnmtWC+D/Hi6lGWSy1gnJH3Y7gHJB9mHP1rvo5muLcEKCTg5PSq3jTS7PWdAbT7lgjTuohkI+4+eGz0HUjJ9fwPNeG9XlsmSxvpnkiyY47plK5wSuGz0YEEH6dqpxvqKEknynOfEHQgmqprKAkzKIZzjoRyp/EZH4Cuat7u1tSDNcxgdxuyfyFe1+LdJtNW8N3do2B5kRKn+4y/MD+BA/DNfPtpYzXcSujIqsoYHNaQXmY1ZcvQ0tR1yylQpbwzSE/xbdg/M8/pXKaiftL+YUjiI6AEkn6muwsvDVvMc3F1If9lBj9a0l0XT7KUGK1Qn+843H9a1tc5nI8sAwcHOR1p6geldn4q0Pz4m1K2X95GP9IUD7y/3/wAO/wCdcWOOpqGrDRKoHpTxj2qMGnqeaCiQAUUlOoJFx6Uopv4mnUAOoFJmlyaADjrRzQBS0wH29xJaXUNzCcSwuHX6g5r2exvYdQsYLyA/u5kDj29R+ByPwrxU4rtvAOq7Xm0qRuDmaDnv/Ev8j+dNCkjuyaM02jOKZA+g9KjL4pNxPSgBWOBTCaCOaBjNACE+1J+dOOKQkUAH4U1vanZpuKAG496jI5qU1GxoAubQWY+9NPA4oO4seO9Lgjk0FEW5icU4Aginhl9KYzZbigB5GKjZmzipNrelGQOMUAR4brT1UEZNI7DtQu4jgUAK3A4qPLMalwRyaMj0oAYAc80/aAKYWy3FOAYjpQAjEjpTBuapPu9aUsAKAGoMnmnEYpikk8U/aaAI2Zs4ow1SAj05prtQA5VB5pDx0pBuPal2mgCPcxOKGJRGY9lJ/SpQR6VFM+Ec+iMf0NAzxYYIyKWkTlFOMHHSnGoKGHrTTUjY7Uw9PegQw9MVC471MaaR60AXdD8Raj4du/OspPkc/vIW5SQe4/rXtHhrX7bXbUXdhJ5c68SRE8g+hH8jXgrJnPpVvR9Sl0nU4bmOeaFQwEhhxuKd8A8E/WplG5rCo4n0/Y6hHOrLICrKdrA+vpWdqcrabdCS2mhiimzved9satxjJ9TnH69q5rRtZt9T2yxXlubh1AjcYchfvbcAglsYyDwuSea6GUx3VtJa3SArIhVgDwQeuDWbVtzZS507FOWd9ViGpSC8NjKQk9hE5DiXG0NtPIGcZPQjB45y7UfCsuv6NJDJeSWknleVGI8FSobI3DHUr8pIx074FR26NYyu2WmLgfOgCg7eBlRgZ7ZA7CtWDUwCFcFCeikYP5VTnpoTGnZ3Zz82gzL4cudO1DVb21t1hYOwu2ZVGOSSeox1HevK9DmIhRd2dpK/Udq+gGvreaIrIquhGDuXIP4d68x8X6Jpel3kN1pqJb/aCfMtl4GR/Gq9h2PbOMUU3qGIjpcpI/lkOversjeZCHFZ0U0YG0nqKsQzbVKnoa3OMs277ZBkZHQ+9cD4r0L+x74Swofsc5JjP9w91/Dt7V3SnBFS6lZRapo01tKoIZcqe6sOhFDQJ2PIVZfenhlpjKySMjYyCQaUVmaEoIp2aiFPUH14phYfTh1po/SlBoEP+tO680wU4fhQAtLikpaYCYqazu5LC9hu4eJIXDr7+34jI/GoqSmB7Pb3UV3axXMB3RSoHQ+xp+Sa5DwJqXmWk+nO3zQnzIs/3D1H4H+dddkUzNi5pQabkmjFACluKYWJpcY5pT70AR80ucdaGNJmgB28Um4Z600kdqYTQBKXGKrs/PFOPSmde9AGqWQH7wzSFlPQ1E+N7fWnqRigoTZ6UCNRyWFOOMUgIxQA/ch6NUZXPIpExT+MUAMEYPVhUimNQBuFMBHemtjcaAJWZT0PWmFKVSMUHHagAVEBBLCn74x/FUZI2kUwYyKAJWw3ANMMeepGKfkU0kZ9qAHKqJ1YU4uh6Go3IIFCYoACu7JFAjH8TCnHGKQEA80APzGMfMOKQsp6GoTjJ+tSLjbQAhUnkVFOoFrMc8+Wx/8AHTU5xVe8bbYXJHUQv/6CaBnjCkGNMDHyjvS4pFHyL06D+VLUFCGmkc9KdSHmgBh6U2nnn6UwigQw+9ROoqU01qBkcU0trOk8EjxyxkFXQ4Kn2NdNN8RfEU9ktsLiKMjrPHEFkb8en5AVzJXJpNuPelYabWxqXXinX71gZ9Wuz/uyFR+QxVE3d0Zlma5mMy9JDISw+hzmoDxThRYV2a/9u6vIiq+qXpA6fv24/Wp9MuLia9kknkeV3Xl3YsTj3NYwbFa+kn97H/tErQgbZ0dtGHYMW6dq1fKURKy596yrRSrkscKPWrw1G2hUq8mSPTmrRmWkNXbZsgqa52TXbWBvmVgnrWlp+qWty4EUqkntmmKx55r1r9l1q7ixwHLD6Gs0Y/vc11fji38vV45wOJY8H6iuWkQY3dqh7miHBSehFOAYdqhA9D+VOBYdGpFEw4pRUYdu9PBzTJH08CmA80/tQA4UUA+1LQMTrRRRVCLelX7aXqlveDJEbfOPVDww/KvXF2soZCCpGVI7g9K8YNei+DtR+2aKIHbMtofLOT1Tqp/mPwpomR0ecUFqYWFRs9BJKWHrTS9QmTNMLGgCctTS1Q76QuSKAJS1NLVFu9TUbzxp9+RR+NAExYmoXznvUb39uo++DVSTVI8/ICaANd/EGj72/wCJtp/U/wDLwn+NKNf0Yj/kL2H/AIEJ/jXhNFTzmnKe7nX9Fxzq1h/4EoePzpB4g0UjK6tp4+s65/nXhNFLmDlPdR4g0Ykg6tYZHP8Ax8Jj8OetO/t/RP8AoLWBOO9wn+NeEUUcwcp7t/wkGi5x/a2n+v8Ax8J/jSN4h0cPtGrafk4wROn888V4VRRzBynuv/CR6IM51exz0OJl/wAaD4i0LjOrWJz/ANNlJ9PWvCqKOYOU91HiHRWUkarYces6A5/OkHiHRz01bT/+/wCg/HrXhdFHMOx7v/b+i/8AQXsP/AlP8aDr+iZ/5Cun5/6+U/xrwiijmFynuzeINGGMatp//gQn+NC6/o/fV9P/APAhP8a8Joo5g5T3f+39Fx/yFrA/9vKf40DX9E/6Cun/APgQn+NeEUUcwcp7qfEGj5P/ABNdO/8AAhP8a0YnWaJJI3V43AZWU5DA9CD6V8817t4fO3w3pf8A16Rf+gCqTuDVjSIGOlQXcfmWFyoAyYXA/wC+TUhlFNLFkdfVGH6GmI8UjPyL9BTxTF+6v0FP7VBQdO1NJFO9DSHFADOtNIp5HGaaRTERkZphBqbGKaRSGRgY60hHpTzxTGJ5oGNNJuAbGad3oTYpztyfegBVV5DhEJNaFuzWkQYuFcNuAHJqkZpWGB8o9qt2IDwXCsm5wAwb0oEzQim1C8bKwMQehbgVdTSrhyv2q52Kf4YxWlaF3gQ44KirHkhmBPUVSIbILfQLIj5oi/uxzWbqugNaZvNOZkZOSg/pXX220xDAokiDEg/dNArnC6nqQ1nQIpXGLm2cB/cGsmxEUl1FHMpaJ2CsB1wfSpdWgbTtTuoBwjHge1UYW2kHpjmp6lrYtarpMukai9rKcjG6OQdJEPQj/PBqltYDPUV0+v67p2r6Tb26wySXcQBWXGAvqMnqD/OuWBZT8rfgaBoeDinqaYJT/EoP0p6shHofegB4NPFMA9804UCH96d2poFPpjExRilwaXHFAhuK2PDGofYNbj3NtiuB5L+nP3T+dZB6YpDnHBx7+lMGeubj3/Kmu3NZenatFd6VBcu4EhXEg9GHB/x/GmXGtxJkIpPvTM7GmW29TUT3MUY5cVzVzrTuPv49hVE3E8pyqsfc0DSOom1aGPhTk1Tm1WR/ucD1NYqwXLdSBUosnb70h/CgdixLeSEHdcY+lUzMhfcWeU1YTT4l5IyfepgsMXXaMUBYpNLcMMQwhR6mmrb3Uv35cewq3Je28Y+9VSTVo1+4uaQWOEooorM0CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK910A/wDFOaX/ANekX/oArwqveNAUf8I1pf8A15w/+gCqiTIvCMZzTXAGQB2P8qccikVTvUnpkVYjxMDAx6U760Ou2Vx6MR+po9KgoO1IcYpaSmAlMNPOOlNIoENNNPSnfzpDSAYaYaeaYaBoTGTTlWhByc1KKAY0LirukN/pMsZ/jjIqqeBT7NvLulf8KBHaaS/mWEWewxV37vBrD0q9t7O0bz5lRVc4yeT+FW7XVU1W7NvZIysF3B5RgN9KpEGxayYJGePU1Xv/ABFp1kdpn82Xp5cPzH/AVg6taXJ4kvWdskGKPpVay8MX9woZttrGe7csR9KHcehna5qf9q3vnfZxAANvLZJ+tZuVGAqlvc12s/hSyg0+dsyTXAQlXY9D7AVw6EgkHqKlopO50eh+GW1q3aeW6CKrYEajn8TU/ifwxHplpHeWasYVwkwJztPZvoeh/D1q54HucSTwE/eG4CuylSO4heGZA8cilXU9we1VbQlt3PGAM9D+BpwHqKva1pTaRqklq5LR/eik/vIeh/ofcVR+ZR6j1qS7j1GOhqUGolapAc0CJB7U4GmD1zTwaBi9qdjikpaYhOtJjtTu9JimBb0+eVC0EeCWO4A9j3rRWynl5lc/QVixSmCZJVHKMD9a3ptahVf3KZ+tAmieLT44xkj8TUjPbQ/edeKwp9SuJ8jdtHoDVQszcliT9aLhY6GTVbVOnzVVk1on/VoKx8UuKVwLz6jcSdXwPaoWkZ+WcmoQaM+lAxSPU03j0ooxQB//2Q==", "path": "002253.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002254
Men Tshirts
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", "path": "002254.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002255
Men Tshirts
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", "path": "002255.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002256
Men Tshirts
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", "path": "002256.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002257
Men Tshirts
{ "bytes": 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", "path": "002257.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002258
Men Tshirts
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", "path": "002258.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002259
Men Tshirts
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", "path": "002259.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002260
Men Tshirts
{ "bytes": 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"path": "002260.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002261
Men Tshirts
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", "path": "002261.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002262
Men Tshirts
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", "path": "002262.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002263
Men Tshirts
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", "path": "002263.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002264
Men Tshirts
{ "bytes": 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", "path": "002264.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002265
Men Tshirts
{ "bytes": 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", "path": "002265.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002266
Men Tshirts
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", "path": "002266.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002267
Men Tshirts
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"path": "002267.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002268
Men Tshirts
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"path": "002268.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002269
Men Tshirts
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", "path": "002269.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002270
Men Tshirts
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qZfEOOxnXK7c8gjjg/Q1FfAM1geeWkH/kFqnu1O5h2yvH44qG4GfsBbs74/79SU0NkR+aRFHRn/ID/Ip6wyTFESMySysAiKMlj0AH5io05kbOPkX+dejeD9CFkg1m9j/esuLOIjlVxzJ7E9vQc96cIOTJqT5I3Njw9okfhnSEtV2m9mw1xIvPPoPYdB75NbcEWFUkYweKpwKZZvNlPHb3rSjBdwSMdgK7UrI4W29WQa43yRpnrzXPt1/GtjWGzckZ+6MVkAbn9akRdtmA69a0Y3PTOVPcdqz40x0NWUJHT9asBuo2C3kY52Spyj+h/qDVaN3SEJcKY3U9f4T9DWlG2RtYZHY+lOXAzggg9QaAM/KnoR+FIWHrxVySCMnPkr+C4pERVPypg/SkBWWF5SCAAv8AePT/AOvVkBYoyq85+8x7/wD1qVif4m71Ez5HHAoAayq+QSc+lGDwoGB6CgDgdadnHUZFAFm3G2pb9PMsmHU4pkBqzIubZh7UMDi7JyikDrmtO8s4dUsHSaNZVdCskbDIdT1FZgHl3sqY7nH861NPl2vjt70kJ36HhniPQZvC+qGA7ntJm320p/iX0PuOh/Oq8EgaPOTkYI9q9t8VeHbfXNJltJhtBO+KQDJifsw9vX2rwqW2utMvJ7C8TZPCdrAdPqPUEYIPvXNUhZ6HXSqX0LNpwdSB5/fRn/x2rUn/AC1/66Hn8Ko2sgM16p/ieE/zq7IQUkJycu2BmoluaxO58C66IJf7IuH/AHUjZtif4WPVPx6j3z6137LuHBrxBSRkhjuByCDjB7EVuah451W6giskK24ELefOh+eVhjof4Qc845961p1dLMxqUm3dHZ6vr+nQ3K6QspmvZm2lYxkRd/nPbp061RP3c+vH0NcD4fCHXLQ7xy52gH/ZNd7n5eenatac+ZXMqkFF2Q08Y9qYx9Og61IepzwM9qj7Yx7VZmQSypDE8sjbUjUsx9AK8H8Ua/LrWrzzZITO1R/dUdBXo3xH137BpK2ELnzbkZcjsg7fif5V46oLyDuSaYAAy9RzQEOasSptIHtTEVy2FGc9aBBGmWq4q4H4U5FSFfnxk8AUrMjAlRz6ZpgMjAIPqOaik+WTgcVNb8yEd6ikPmz4X1xQBYhIHC8VFNFvJdeH7j1qfaIxnoKrtKOvrQBUeMEnjB9qawwpAIq0/wA4yR+NRLGHYAEgGkBVZSDzSgDd6VebTxkBSTuzimPbpHuwc4OCaLDEDqE2gEjvmkw0hwOcfgKW2VXlRWHBPNWpSInKAbfpQIgWHjnn6UoTAzTgxzxS7uuRmgB8SgsDjpTbt/m9+lSq3ylsYGOKr3fy4Gf4c0wLVgd0XPrUN6C7sScc4H0qWwO22PXcelQXXLbsk454oAliG224PGCaNB1VtJ1hLgkmMnbIvqp6/wCP4UzdhdoHATms7I84kdzSA9xVgw3A5BGQR6VbgPzfe9q5PwfqJvNHELuGktz5ZyeSv8P+H4V00L4YHrng4oGaSEYJqXoB0qCN81NuAx60Ac1egiRCOAEbj2/yarSHddIT90EGrN85SWLuTlfr0qBAJLlQQVwD1riR3suaH/yE9UU/88rfH/kSta5GY3bOflVv1rI0g41jUsdSkA/9GCtqQFl245ZGXmoluVFaGfeAbW9gD+RFVrnLJZrx/rZB/wCQnqzPzb/VDnP0/wDrVoeHNGfXdbsoCD9nhkeW4PTEexl49yWApxV3YU3ZXZf8F+F/7SlbUL2PNjHJwh/5bOP4f90d/wAvWvQLqYySkA89Mj/PSrzQxw2Xl2sapFGu1I0GAo9BWSpJOcV2RhyqxxTm5u7LFumXXJz6VqQAFxnp1rPgQ9cYrQUlYJX6ELiq6EGLfPvkkb1NUkODVm555quoG4VKAtRc1ZU+1QxDAAqdRxxVgSJjJo+tIOvNKRkdKAG7iM9eKQk570YOPrTfUGkAe9Jg9qXkEdKOooATocY5prcdBTz1prEEZpgWrZuBV4jMR+lZ9v2rSTlOlJgcVfJ5epN7jP8An8qntX/fDFP1qPbeK31qvbNmUcikgOgTDpg81554/wDCbaohubGPN/CvyqOsqddn1HUfiO9eiQj5Bnjvn0qhqQ3qJU+6OM0SV9Bxdnc+cbKYi+mB7iE4+hYVqbg0Rxj7zdfrV3xvo7aX4sW+hXba36q429FkDfOP1B/E1lJIWtz1+8c/mK5ZqzO2Erq5qqQUPPT/AAqld7fOOVyCHGQeny5/pVtG/dk5z1FVLsbpWGe0nI7Hy2rOK1Kexa8NBP8AhIbXKbSWO3J68GvRP4e/Brzzw1n/AISC0DHcNx6jkfKa9Czx2+tddLY5a242TPT88+lMcgZLNhR1z2FSNxxXL+OdWXS/DkwD4nucwoM84/iP5fzrQxPJvFertq+sTXBYkMxCA9kHT9Kw4TiZPrRK5dyT+VNU4YH3piLk0ZMp9qiSUwknJFWyu+YL0yOaiZU37XKge4zQBW3vK2WOT71IA4OKtNJBAmI0BOOpFWbazOo2ZNm+68QkvbHALr2Kf3sc5HXvSvbcaVynEWUSORg7cUttGSGf8s1L9jurdgs8Ji3YwxHB/Hp2NSkiNA2OcYppp6oGrbkN2/O1TnFVdvAJ61OwGeTmgpg88imIYFLISTwO1TQxDfk4o27hxSplenagCaSQRghTlgOKzpcg4yfU/Wryp8uWPFUJcl80ASWQHnqTz2qe6QCTcOpqKL5Cjehq7IBLHkdc0AZ4JHUUv0pzx56VHyM80hlnB2Io7kZqC8YNOe2OKu2VtLc3ARRwfl34OAf8adrllBbXkcNuuAiYdi2d7dzRdXsZ+0jzcpWtWwDz9KaY8ynHIxSJhMAYq2ifLn1pllR/ljlb1IArPX71Xr9gqhFxgdapIMsKQG/4Y1J9P1WNt2IJSEl9hnr+Br1Fdw9M968hhi8tMuQuexr0nw/qS6jpUUhcGRB5b/Uf48UAdDbyHABP41dQ5Uc/jWUr4OQcc1dhm3AZ60DMS9g82eB1JwjdAeoqVBljIRxt4PqakbEUhwpbB45qOcSOCoYjsQOi1wdD0dCvprAanqDeqQY+n7z/AOtXRE/KD12tn8K5q1BTVbraAVMcOR7fvMVv2zF02N2+X6+lE0ESF8Km09mKf0r0LwVpbaboZu5V2zX2HAPVY8fL+eSfyrl/D2j/ANs6x5Mi5tVxNMR6A/d/E4H516TNJ5kgxgDoAOABW1GP2jnxE/sljO22XPfvWe0Ehk3w4JPVfX/69Xrn/j3XHam2OCOQOOhroOYgifG3cvXoRV2UhbBj/ePSorm324kX7ufmH9adeDZZRp7DNDAxbg8VDDy+akuuBUcA+YVMQLseccVOvY9qij/Sph05qwCnE8UhPzUpHA9qAG+3SkAGTR14oIpANP3hRjj60HqKXjFADaQ9OetO7fpSEjvQBPb9a0ovuGs+2HIIrRj+570wOa19MHd6EVm2OXmHHPatvXo98Tce/wCtY1kfJkLnnsKjqBuzzeVCsaHJPU0k8AXTOnvVFX8xgT1zWvcLmywPSqA4PxXov9teHp4UXdc27CeD/eHb8RkfjXjtvJmLjIIJr6BjG2cDoGFeN+MtHOheI7lI0221zunix2z95R9G/QisKkdLm9GXQhjb5Dg+uPyqKXmXGeCzj/yG9Pt3DRnrTHA89M/89GH/AI49c8dGdL2LHholtctOf4z/AOgmvRDx25/WvPfDIxr9oSOMnI/4Ca9DbBXOK66Wxy1t0RsTzt9q8V+IevDU9de3iYGC2HlKR3P8R/P+VekeNtcfQfD0k8JAuJnEMRPYnOT+QrwdizlmJyx59zWhiR0DrSlT6Gm0CNaFgdretNlRfOKucZ5+7k1TgnMYwOlaIl3wmVWwQuDxTQEE8ahQAD7Z4ptldy6dfwXcJHmQSB1+oqF2ZjySajfkUNX0Y0z1plsfFWli4tnVCzYkgHAZ8dieje3Q44rj9Y8PTaW3nEO0SnDRt99O/NYOmapdabcCS2kK8jcvZvqK7Ky8awSxpDfwGSHadyYzhs/wnOQMfyHFcKp1aMvc1XY6eaFRe9ozjZW/fYxzU0oMeFznirGrjTv7UEmnTySRSfOVkTaYz6e9U55CzY6V2xd1c5mrOw9DheeppYVy9RR5cVet4xGmW61RIyZhFEwzk9qzBl2+hq1dOXk6nFQwj5/60DQ8jH4daswSHy9uO9RvGcYpI22MaAFdSGIHSozEWHtUzEbs8cjFQk5wOo7igDqdFtPsOnCeQ4dsMu4HGT0/T+lcxqE/m6hIVbKAlR9K6rWJltdNgjSQrtjBAA6k9P0riGJLVnDV3OPDJybmy3Am9lwDgVouAsYz1qC0QKinvin3b7Is5yBzWh2GTdvvmP1oi2xDe3LdhUDPucsemaRnLVIE7ytI+WOa6bwZqZtdU+yP/q7ngezjp+fSuUjB3Y71p2IkhuoZEOwxsHDHjJBzTA9eXnGMip4Scjjk1RsruG9tkuIiCj59sex9KtoSDn3oGRopJba2GQ/oeaSSJpGwvyqc7vYf41ZSEgeYhxu6/SnSFUibHC4PWvPuenYx1IXUtQcjhYrdvoMv/Stez5nVQSQwxj+X9KxYZyNS1AkfM0MICn38zAru/AGiia4/tCZf9Gs8CPP8cnGPwA5/EVpy8zSMublTZ2ejaaNH0pYnAF1P+8nPoey/gP61bjGXzn60OxlkJ71LGMDnrXXFWVjibu7skus/ZwRUdnwnPWpX+aNlPSmRjC4A5piL8Y3dehqrqX3eKs2x4J9BVS+5U9+9JgYF2TvwDSW336W5++fam25G7rUoDQT9amGMc1DGcDip0Xd34qwKmoapp+kwpPqN5BaRO4jVpn2hmPQCreVPTn3zXg/xj07WYPEYvbydp9NmG2zOPkhGOY8dAe+f4h9MDT+F3xE8gQ+HdamxGSEs7lz909o2Pp/dPbp0xhAeyn6YpCeeOtA646GkY7c5/OgBCckACorm5gsoPPup44IAQDJK4RcngcniuJ8ffEW28KxmwsfLudXYfcJylvnoX9T6L+eB18QuL/VvE+oAXM11qN1O2BGcuWPoqjgfQCgD6pJ4z+tBHyVk+GY76HwzpsGprtvYrZEmXcDggY6jvgD8a2QOO4oAs2i/J/SrgIHFQWgwpqZzigDO1RAyEdiCK5ktggDoK6u8+aP8K5OYbZ5F9GNSwLlrIDIK6ADdZ/hXLW77ZBzXUWp32v4U1sBhP8rg+hrnfiFov9reHGuYk3XNmDKmByVx8y/lz9VFdLcDEjj3p9v+8iKH0pW0sNOzueAWcu6Mndnj8DU7N+/UjlvOGPyI/rV3xHo39geILm2ClbeQ+bD6bD2/A5H4CszdmePjkTKc/jXLazsdyldXNHwy6nWrQdHyeCO+013l1cx2ltLcTNtijUsx9AK4Pw9htesTjB3H89prt9T0+LVdNnspywjmXGVOCPQj6Gt6WxzVt0eR+INbm1q9klkY+UGJijLZCD/H1rFljRznaua0fEHhXU/DTedcXCT2jMQsitjJ7AqeQfzFcm9xK2QZGI+tbGBpyon3RgfSqElrIoyPmHtVbJzU0M5R13Elc80hkXSrFu5VHTrnHFTT24OORuPKt2aq8SlZtpHIoEPCsTgA08xHBNWUdQDu/SgzRscZ71QFExlWFWYQFXPelkQMfl5pYlxwR2oGRIDvz3p4+Z/ekxyTkcUgJzSEXYk+Xr3qaV8R9etR2jZDLjNQ3shGADjNMGQnc7UzJVhxUkMUkw+Qd8FqlvLZbRY42YtKfmbHQDtTUW1cm6vYdu8xAB+NVpMqfSp4TtR8+lMnT90re9IojVyx57ik45wc0wDb9T1pTkYANAF7UZjc3j4kLxphYz2wABx+VZrIVbkVbjbOSewpkwyAwpJWEkkrI0LYYiX6VU1STCBAevNWrZj5ANZmpvuuMDsMUxlCrVrZtct3VB1aooYXmkCICSfQVsSSLBFtUYCDgGpGOWC3tlACDI7t1NIZ1A4CnPtmsdpXZyxYknueaFlx1GaBG/p+s3Ol3JmhkAQ/fRvut9f8a9NsLkXljb3KqyCaMOFPUZGcV5HpNlLrGpwWQ4V2y5/uqOpP4V7FGiRxLGihUUAKo7DsKYyx5gSMgHjsPWqdwfN3Fgdg6DPFCh/Px/ArZHuc8VBdsQWUMevT3rz0j029CLQ7ObVPEN1b26+ZNKsCIPfL9fYDkn0r3C3sodL06DT7bmOFcFj1dj1Y+5PNcl8O/Dw0yzm1ydSJ75FSFT/BEpPzfVifyHvXZqPMbJrrhFJXOGpO7sOgTIz/ADqfPGf60YwNoHPrSnoe9amQn8JPQ0+MZcdKYB2xT4sFh2NAFiIbY2J7nFQXI3KRVlzhFH41UnbjA9KTA5+5++2Kjtjh6nvFxIeKrQnEmKlAacYHHWrC9R6VVj4q0v0zVAUdZ0ay1/T59P1CHzbeVcH1U9mU9iOoNfNnjDwnd+EtVNnct5itloZlXCyx+o9COhHY+xFfUYbn1rH8UeGbDxTpEmnXqkZO6KVBl4n7Mv8AUdxxQB5/8LviOt7HFoOuXIFygCWt1K3+uHZGJ/iHYnr069XfEb4oppjS6V4flSS8GVmu1wVhPcJ2Le/Qe56eM39jJpuqXVjLJDI9vK0TvE25GIOMg9xRa6fdarfwWFnEZbiZtkaD1/oB1PoKAHadp+oeIdUjtbSOS5vbhieTkk92Ynt3JNfQ3gXwHZeEbTzW23GqSJtluSvCj+6noPU9T39Kn8E+ENO8J6UIrdRLeSKPtN0RzIfQeijsPxPNdRjoM9RQAYxyOnpU0A3gjFRZ5+lS2x+brQBcthjg06c461JGuDuA61WnOWPpQBEfmQ5rmNQj23je4zXTjpisDWE23CN65FJgUEbDCuo0xt1tXLdPrXSaO2YMUITKd2uLhsdaht3KSVYvRi4NU87XBFLqMxPiJoX9qeHzeQpm5tAZFwOWXHzL+Qz+FeNpMBIMngSJ/wChCvpNFE9rtODn1r598ZaK/h7xBdW6jFtIfOtz/sk8j8CCPyrOpHqb0pdDQ8PIB4ht1HPzk+nVTXoGPlxj/wDVXnnhp/M1uyPcMVb8jXohGAOh4x+FOjsKtujjvG/hqbxDYxCC42TwZKRufkfPXPofQ14ld2c9lcyW9zE8U0Zw6OMEGvpiVcnbjiuc17wppmvKTdQ7ZwMLOg2uPT6j2NbGJ4FijHeuu17wHquk7poUN5aj/lpEvzKPdf6iuXhgaR9o7dfakBYt5DNGtu4yOzelECf6YitzuBWhm+zsqRjLAbsnualtXWW/t1UHJYH/AHeORTEQPwxUdj1qJsg5zUs5/etgY5ppUMOlMAWbjk0/z+OOtVym3mlU5bpQBPGSTj1p30oiXaC5OMDjNNUl8+maALUD7MkH2NJOpubuNE74H0pibVRif/11b0xoxNJNIPlReOepPQVUFd2FLY0EiisIwvcDOcZx7n3rGncyzlzk5z+VWrqdp5GAZipOTk8E1XwM8+lXVmn7q2JhG2rG5J2jOMjmnNh1jTsTyaaxVQOefam56c+9ZFiSIoZ+cY6VGegx0qUqCjEk88/Wojx64oGIDjp6VbSLzV+vNVD8ufetOzT91nHYUATKAkYUHAUVhXfzSFieSa2522xkeorDuTn6ZpsRPYEKrHuxApt3MXU88E8UsGEh69s1XmJdwoHTsKgZDV/TNOl1K7jt4+NzZZv7q9zWlYeFbu5i8yZxb5+6rLk/iO1dZoWhxaZEQDvlf70mMcegoA1dKsLbT4hHbwpHgYJA5b6nvWzGmcDn2qtbw89zitKOPgEimBl/aVTJY4Ydscmtfw1oDeItdET5FrBh7hh/d44+p6fn6Vky+UsbMxG5Vz+OK6fwT4stNEiktLuDbHcSeYbhASVOMYYeg9vU8VxwtfU7qnMo6HpEwCyBQAkagKigcADjAoTaq8U1ZEuYlngkSaBxlXQ7lNPEefu9euDXWjhJVOeTS+n9KZ0wMHPpT6YABj0p8Y/eDA703+IHGKmhA8zvQBJNwT7DFUZGznirVy2FJJqhLINpHepbAo3a7mzVGLPmnirc8xAyOSTxUdshZyzDk0kBZj65/nVpDjFVYuGx6VZXn+lWA9ee3JryD4mfEsxCbQNBn/ecpd3kZ+76xofXsW7dB60vxK+Jfk+doOgTjfyl3eRt931jQjv6t+A7mvNPDfhu48SaglnagPLICEjU4AA6u5/hQevUngeoQFLRtD1HXL4WmmWsl1NtLCOIc7R1PPQe/c8daiju7zSNRiu7WR7e6gfKtjBUjggg/iCD7ivp3wd4T0/wjpotLT55XwZ7hh80zep9AOw6D65Ncl8UvhymtJLrOkRBdTAzNCvAuR6j/b/9C6deaANjwD4wtfFukmQbIb+DAuYM/dz0ZfVT+h4rr+OeufpXyRpOraj4f1JL3T55La6iJGR+qsD1HHINfRPgXx5Z+MLIxsq2+pwqDPbZ4Yf309V9uo/I0AddUkBw/XmovX2p0ZKvyTQBrRt8tV7iPPIp0T5AFSEAtjtTYFIZArK1xP3Ucno1bUq7WOOlZmrputT/AJ6VLA5566DRGPlc1z03oBW/on+qx2pLcTC9/wBeaz34bFaN+MS5GTVJlJPPFGzGXrB8jaa5L4m+G31jw9LcW6bru1VpYgBy4x8y/iBn6gV1diNrYA5rG8W+OtH8PW8kLP8Aa79VJFtC3KkDPzt0X+ftTla2pUb30PH/AArJu8R2XPDtuHv8pr00ngDHNeceH38/xbb3HkxwiSZpNkf3UDKTgZ7V6Mx46cGopbGlXdXGPjk549ahcA57fWpWzznPBqNhzgDmtTEjKZDZ4FYt/wCHNJ1Jy89jGJWHMqDY34kVtsOfY+9RnnOce1AHnWo/DZHuRLZX5RB1WdCxH0I6/jWdc+C10mNrwTNI0fOSuB6dK9Rfr6gHv3rK1pV/sm7JGcIT+WP8KAPFr2HZNwDiq/IB5q/eSCad8EcnqKoSAq5B6g0XEkxjdDTYzg9qeQCCKSJNxOO1Ax5JYBf8mp8BECr1PWnRWxOG7VL5YVjgcUxEZRdgyDxTjL+6VFAABJ+tSbMrwKglj2c9qADzDmn43CodwwOOe9SRbS2XbgUgGNjdSZyeT0oLAux9aFOBnFACliykHpTZQFcEZ6VctNNvL2KaS1gaVYV3Pt6gdOnWqswYMAVIYdiMUlJN2HZkA+ZsCtmBlSJRxWQRtGe3WrttJ5qnOeOlUBJctweevas57eWZcxRs+DyFGav3GNoJzWr4YUMk7EZ+ZRQSYOn2M99MLdEIwfmcjhfrXZaZoVpYEMqb5u8j8n8B2rRWMDFWI0y2KkokitwcDBq/DCFIOOfeiCMKM4P+NXY0A7Y4pgPij28+tWlXpUadBU6+vWgDDnRWjkYjnacflUEWMHPb/GpZ3Owqe4Pf2qGNglszHozEAfjXD0PRe5seE9Xu9O129FtOyxmCJmjJyhOX6r69Oetel6X4msb9xDcEWtx/tH5H+jf0P615PoQH9uXx/wCneI/+PPWpcfNHOAM8YyaaqOLM5U1I9kaPOMjjHWq7ZBODn1HcV5hpvivU9F8tI38+22/6iUk45HRuo/l7V2+keJ9M1gxiOXyLp+lvMQGY/wCyejfhz7V0wqxkc06Uom0mDjmrcAxk+gqsEBG4YB/SrMWVifPBxVmZUvJNwwOxrNkfjmrdw+M8k1mSPkmpAYQTKpHQGtSKFXUEdTVCFcsCa0IMqapICKWArlgBUO+ORGhkzscFGwcHB4OPTgmtcqJF6VjX9s0D71GVJpgfMWueGdS0jxC2lPp8yTSORbRLmQyoT8uwj73GOfXOcV778PPCCeFPDgSZE/tK6w9045IPZAfRf1OTXQ27xybWZVMiZ2sQMjPXB7VdwGXI7dqQDBwcii4Akj6Z9qXoOKQ85x0oA8r+I/w2/teOTW9FhA1FRuuLdRj7QP7y/wC3/wChfXr5t8PNI1HVPG1ilhM1tJbSC4lmHBSNSN34nO3HvX04R+WaqW2lWFnd3N5a2UENzdEGeWOMBpcf3j3oAtEjPbk0mTn6Gl6CjrzQBagb5VqznJBqlGcDrVmJsnFMCWQZXJrL1EZgI+orXcfL0/OsvUAPJNSwOTmPzCui0Ufuxx+FYLx4bPfNVdY8cWPhK22bftWouMx2ytjbn+Jz2H6nt60k0txpN7HWasUhheeaRY4k5ZnYKo+pPFeear8SNItS0disl/KDjMfyxg/7x6/gDXmXiXX9Y8R3UU+p3jy/vl2RL8scfXhUHA+vJ96qKuGkYDq/51lKd3obRpLqdXf+Odb1ZXjSYWVuRgpbZBb2L/e/LFc0yKfNA/usf/HafbodrHgHFLs5lI6BX/lWbbb1N1FJaG/oQQeILTjALcA/7prvc5PQc/rXDaFg6zaBuCp/P5TXcY6E8DtmtqOzOevugPc5wBUZAHbkccVKQR+ZqM8dq3MSJh0Hc0wgZ4HHrT25H4VGR8y4zSAjfhjnrj/JrL1pTJo94ueTE348VqH72evP51Tu0L2syHoyMD+VAHhbOFnOR0JFa1rqEHnA6jALhegl/wCWifQ/xfjmszUrcxXL+hJ5qvFNtXawyppSipKxUJuDujt30+w1CISwTxPCoyVdcde5I/8ArVWbwxGUPkiNZBz8rhgfbrXJJNNbOWhkePI/hNa+m6ldzRSh5Wc4Bywyetc3sqkX7sju+tUZr34ak15pV5ZKWlhYIDjeBxWeQS2e1aMlxPNE4lmdgTyuePbiqUjImBnIrohzW944anI37mw8HapJHFQS7SdtVp73HC/jUST54JzVkE5jyeMU1kYD2o8zuDTvMyOeaAIgcjikBYHBp5AbpxTSrZ9RSA1tB1A6XqsN0D0yrcZBB7H1HrXX69oUerWct3ZBAxKsS3/LPjhSx7Hsf6152G211/hrXpxdJBgSvtIUSnIZcchgf88Vx4mEk/aQ3OijNP3JHHTwSwXDwzKVdDhlPY1ZsFwG5rq/HemxPLa6vAf3VyNrnduwQMY/DBGe+K5iELGxVWJzXRQqe0gpGVSHJKwl0ckelb3hdf8AQ5T6yf0rCuPvAd8Vv+GFxZSZ6eYf5VqyDoE/CrkCfN79apxgjHGOM1ft8HJIFIC/EvGasxjBGeKgQjH4etWUFAyZRkg8VKDUSdBjrUwPA+nagDnLuQrv29egqKJN1ugI65ovDmZ8HpmpbUDykx/dJ/WuF7Ho9Sxo5I1y+H/TtF/6E9aM7hYJiT1OKzdDbdrd8SRj7PFz6/M9X7lsQsMdZRUSGindMSwGegAP51VuSQdP56TAj2+Vqlum/fE9sj+RqG9J32C/9NVH/jrU09RtaM7vQvGtxZ+XBqBa4tsAeZ1kTj/x4fXn3r0a3vLe9077RaTJLE3RlP8AnB9q8NjA29QAFr0bwGf+JBfEf8/A/wDQFrelUbfKzmr00lzI2blsA1QHJq5MC6kfrVJcCTjmtkjlL0S8VYXIPSooxxU4461YFiJhTrmETREYzVeMlW/GrsWHBGaAOYlVoJuOmetaUMgkh3dabqVuFJOOtVbJyhMfakBeB9qD7Udh6UHkZoATHFHfBoP3aTHHXNAC88jNJ39KOo6/SlAyaAJYxgU8NsfPPWljB2VFcvsbaOpoA05P9WGHSsq/OIjWqwzAvPasW/c+W1D2A8e8UfEC6S9uNO0uI2/kytFJcOAXJBIO0dB069fpXCGR5ZRLIzSSPy0jnJY56knrVvxMnleLNYX/AKfHP5sTVJONn+e9c0tWdcEktCVwPNt8/wDPcfyNTKv7tTgZOWqOVsSQdB+9/oamBGyMDJyvbvmo6F9SxAPlf374qIgETdcbXz+VSqGROV25bHPfBAqBWyJMn+FsfSgrodDoQ/4nVmD65+vymu6xxk5x7CuF0B1fWbA554/9Aruicj6dK2obM5q+6Gk54zx64qNsfnSnn/PSmkgnr9cV0GA04yc03b+H9KeBnj+XrSEfLz6fnSArMvTnn1qCVd0TD1B+tWZOSM9DUTdieKAPGNXthtzwCCRmsA7RkE810mvuDM6A5+Y8enNcxMqq+AeT1piJgpkACjJXjHrWjpsZhWVn445FZMchRwB27+tXfP2x5Bxu5NAGl5qCzeQYAY5waxZ7pmOFNE10zRhFPGarqhY0AJyx61IiEZqeCHLgEVJcRbNrKMZoAh2sM4xSAtnJoJIbmtC3g26dPcyxcEKiEjuTyR+C0m7Ck0tykJBmnh9wqMqGJxQqAEGmMkIpBkNgEg+uaQc807B6/pQBrrqkl/p81jezjCr50LNx+8Xsf95cj6gVStkC/M2OelVcgZBGP51Is4VQtTGKjsNyvuWZASSx7V0Xhpf+JapA+9IxNcuZSYMsuCRiuq8MrjSUz3dv51TEbiKdvTtWhbpgYNVIhyPr6VpQKBx7Uhk8YIHTIqwgI5picjOCDUqj0FAEi8AHrUgOe3NRjPpUijjPFAHKySCQtgZODmnxnNoMHnZj6ZNMjH7l26cVIgCwgZ43f1rg8j0balvRQo1m+C9EtYhz/vPV2YfcB/56k1naDzql83GWto25/wB960ZeSnQ/M39amW44mfcncc8dT/L/AOvUN6o+1WfUgTL3/wBlqknGXXnqzfzAplzk3UH/AF2QfzoW6G9i/Ecoq54KjP5GvRvAOG0S/wCf+Xgf+gCvOYfupjoVHf2Nei/D5s6VqEec4mU8+6//AFq0o/GZV/gOiEZKPxWNIDHNj3rool6isW/i2THjmuw4SxbMCtWcHr6VQsXycd60JV2LjNMBKntnIcCqysDkVIjEMD6UAWNQiEkJYDmueA2SA/nXU8SQY9q526i8uZvSpYFmNtyinkfl3qpbPng9qtfWmAuKT9PrR05oHJ4oATqAD61NGpPrUIHzVcijNAEirtWsuZ985+uBWldP5UJPtWOD+9TPUmkwOiY/6OPYVz98xINb7/6j8K5u9b5jQwPn3xsPL8Z6soH3plYfiqms6MZWM8DOe/vWv4+THji+PQFY2/8AIYrJjB/dj/ZrCW51w2FuWw8J7iUf1rTsHtIxJcXUoQxRqEHTk4Gf8/Ws+4XBiOefOWlmQB8ewFQmax0ZnXV/N9vlnc7HHyxgcrtHb/PuadBq6g4mjKk9xyKfLCkWBIMW0h6gZMTdiPb1FZk9q0RYghgDzt6Y7Eex7GqSuayaO18I3qS65YosgYg468/cNelE9uwrxfwSCPGmmAHgSNn1+41ezZzwc1rTjZHDiH7yFxlefypjDJzx9akHc01uOOf61sYCf4U3jOf6UZP6DNKc7h29qQFdhyOcntUMnCnjnFWJOvp2qu5GOnQ96APENUlaW6Yknhjjn3rIMJO5zW5qkBFzKw7u2PzNZch2x7e/vTEUyNrBscU+SbzAqqMADFNY5FXbHTmm/eSt5cS8se+PaiKctgbS3KaRE8mrMaAY6de9NyCxCg7ecGnKuWA7UMB4YLODjgCpgwYHd3qHHzZx+FLn5sEn060ATwWXn3KjaCo+Y56Y963PEGLbRbe32hXdgxAHcdvwGKk0SJY7TzpUQKDnJXOfQVlazeC9vSuRtjJ49zyazesjhu6tZJbIxcnANP3cZFSGPNMMRHNaHcN5CnDdKTe/PrTiKntYYZmaOSUROfuM/wBzPox7fWlexSV3ZECK2OmT61N9nxyDgmpjbS28pSWNo3XqGGKe6nHHUe1CdxNNOzKrADCtniu28PAf2Rb7T2J/U1xD7pH6YrtfDIb+x4gfVsfnQI3Yh8wAB+lakKnHSs+AZfFasY6YFAyQLjAGTzUwH6UwDj6VIOR1oAcoAAx0qT6GmL+lOByODQBysZPkkj3/AJ0rSAQjkffP9f8ACo4xi0752mkLZjAAwME/p/8AXrgR6TL2h4XVrsY/5dIR/wCPNWnIMlB7E/rWZo/Gs3o9LWI/+PNWnP8AIQfSMZqZbjiZ+A08YOfy9yf8KZcDbNARzm6jH/oVTRL/AKSMjG1e59gKhuceZZ4HW6U/0oW6B7MsQkbIj/sCvRfhzIGt9UTJ+VojyPVTXnMA/dxE/wB31ru/hxJi71hPWONuPbP+NaUvjMq/8NncpLGswj3qHP8ADnmqmqRDIYdCKcmcwwpncQJd2QMYI6jv1q3fReZb5ArsOE5+0fZc4IrceMSQblHQVhOuxw3oa3bCTzIgDzxQBno5V8Edasg5GfSor6IxyZAxUSzDyXycYUnOeRxRcDWtbhCfKMi7/wC7kZ/Kqeqw4O/GKZbKROiq7ADa3y4CgYIxjvnk/lWhfx+bbnAoYHPRttkxV8N8uTjFZzDDVcjO5CvTIxSQCtcxxvGrfKJWCIzEDLYyAB+FS596i2+Y0e4A/LuPGeeP/r1IckjjNMCSJdzg1e3rHgfQE9h/nNRWsXOccdaguGuHvGhMO22BILkjLcbuPx46ZoAZqEuSEFUY/mukApZ3LzE0Wo3XYqVuDNa+uZIUCxxlyVJACk5PQD25rn5JXkDiTG9HZGwMdPauiuuYHGeDhPzrn7gAEhV2jPQU2B4b4/H/ABWd8R/zyh/9AFZCDlcHsOn4Vr+PPm8ZXwHpEP8Axwf41mJ9/jseP0rmnudlPYLkZ8rjjz07f7QqSZAZW56en40T9Vx2ljP/AI+Kkdf3rZ/zx/8AXqOhp1K80SvD5bDIbPGayySG8tnCyKflcjpnvjup7j157mtyaMBVyeOaz5LWO4VldTjjBHBFOLsaJp6MueFrZ08X2E8Zi8t3YMoJ+U7T0z716sOCPTHeuF8CXdtbtJZSRWyXkvl+TcMhJlj+cuuf4ZPu+xVSBXclc8etdcVocFV3kTcEVE5wCAeacv16etI1WZDFOTS9hnpSYzkjFLjHOPzpAQSdSQM/1qu+M5HqKnkyD/L3qvJ90nvmgDyHXAYJZlYfMHbOPrXMMWJOa7zxjBEL+UxjG7l/97/69cfFa4cO+FiB5Zjgfh6/hTSuJ6E+naexkDOAGXDYPYetS6jdRxqtvGxPHBBwfqaW41ZUj8u1Uj1dh1/CsadnlkMjMWcnkmt5TjFcsTJJt3ZPjaVA9KlbbHjkc9aqJIzAA87aUj1rA1LJcFuOtRMDkt6UwA54NS5BU+tAGnc6y0unxWduDHEiAHdySe5rHw2SxOc9STzU0EW/in3cRCgr6c0krExgo7EKuQBjpUquG6HFVA5Bw1ODflTKLP1xS/cZXXqDkVEJOoI4p4ZSM5zSY07O520X2bW9N8luHjj3JIVzgdx+H8q5yW3aCdoXIJ/vD9Kl0PUBa3AVn2jO5Cegb39q1NehXalwAxQgFHBGACeh+nTvXJC9OpyvZnpVFGtR51ujlbh9jFVrvdGQR6bagDpGp/rXBvzI2a77S5RNYW8g4BRf5V1nmGvbAE571qR+lZEDYYdq1Imz16UDLYxTwMH3qJfyqUHPNADx9aUcfhTVPNO44/lQBzDYEG3HXpVbd+7yepAAH4CrTcgZ4Xp+dVkjwIlODhcn2NcCPS6mhpJzq9+ec/ZYsf8AfbVp3XJkUey5/wA/WsvR/wDkMXvvBD/6G1aEpyzHH/LQnH0z/hUy3QRIUyzTP/L61VuRiSyJ/wCfiM+ncmrMPy27Me5wfbFRXoK/ZyR/y8RgUL4h9CSBR5cWTxs/wrtfhy2Nevk6B7YH64K/41xaZCqOcBQP5V1nw+Yr4pK54khdR/3yp/pV0vjM63wM9CQgSxMeMoR/I1oMPMiI7YrxzSPijcal48ttLe0SHTi0kKbAZJS4BAYnoBx0A4yOa9dt5WKLviZQ3AyQfzrtRwGFdR7ZWUirelyYbaetGpx4lzxVW2fZMDS6gauoRFotw6isOV/KikI/uEV0uPMt/wAK5bWllh0+8MW4yrA7LgZOQpIxwaYGrBIDJlTwVB/DmtYfvICMdq868ITapEbl9VjvolMSMguZRJzk/dwxI/3eO3Fdrpeq214wiR2DlN4Vlxlc4yOx69qYGXcoUlZcdDT4H+Q/Sp9Uj2z59aoo+1XJP8J/lU9QLkYIMZP/ADyxj8qswqXYdaoReYs0QaTcoUoRtwDwOeue361s2iqAOeo4yMZ+lUBZjUJH0rPv5dv4swH5VoscDFc1fXDm6EePk3sc556Ht6UmAzNTWH/Hxn3qpvBB2kH6HNXNMGZVz0zUoDWuGBiIBzh+fyrn5z1rjvBnjXV/EvirWIJ5IFtLWGSWOKFSS2H2g7s/Nx/PjFdZLPFKX8qRHx12tnFNgeJeNHD+M9Qwc/vEX8lUVQCgNnoMn+Yqz4pIfxXqBUZH2kjn2OKrkccdct/MGuZ7nbBaD7hQEJHZkP8A48Kef9e4Jxy39Kjuz/orEDpt/mK0rDRNS1i5uTZW+6OFj5szHaiZPAz3PHQZNR0KuluU5G+UcnoaqR/dcg4HFaeu6VJpAUPKso2nJVcAf59axLecYfkc0R1Vw5kzS8L7h4m0xhkDLA++N9eoN7YNeZeFcN4h0/uVkf8A9nr01hnt079q6qb0OWtuKCMY/CkzQOMY5pOc47VqZC56g/Wmsfz9qMAjjHrSEAdOaAIXx1PPUnNV5MY/Tmp3zkfXrULrxkDjPU0gPNfEj79VuUPO6QiuRuosOR2ArrvFKNBq8zbflc7h9CK424mLO2T3/OmIq57GgjjGaY2SeM0ojfaDzigBQu1sk07OW9+1IqkFc8fhUoQ7uDSARFyRx361aSLd1FPtbfC/MOc1ZdMDjFMCKONVIx9KLgqwxUcl0kWcsCaz5Lx3PHAoAmljXGMDNVmjIHH86Tc7HOafubbg0ARh8Z3GpA2eRS7N6liOB3qNVOMrkj0oAnSQjg1rrrDyaZLZT5k5DRN/dI6/n/SsyONTbtIRnAqAEjpxUuKluXCpKGxad1JByfeu28PfNpMOff8ALJrz/cTXf+Hmzo9rg9iMfiaZBtp8p98960YJMgc/Ss5OeprRt0O3296Bl5enQ+9SL0PSo1HHfNSKvTpzQA4e1PBwMdqaAfrS4oA5qU7YWPTDKP8AP50mP9JbGeAB/WnyANAWxwZM/wAqaj5klb1fA/IV56PS6kujH/id3XP/ACxi/wDQnrQlYAMTxw5/z+dZ2jf8hq8xwRbp/wChPV6UfuyCMnZ/UUpbhHZiDm0Rc4Ltx+NVtTJMVvggZuoz+pq0Pu2wJ754Hpk1X1D/AFMGB0nQ/wDjwFKPxIp7Eyk7I8cfKpP6Vu+D5zF4otWC7vkYbScbsxtwc/QVhxnKREDJ2KP5VqeGHC+KdObj/XRg/Q7h/Wqp/ERP4WeV2+pXGg+IYdQjXZNBLuZMYGD1X6EH+VfSXhDxlpXiYBNOvYnYKXeJgUlTGOqt15PUcV4T8XbNbP4g6qF4ErJN+LICf1zXI6Vf3Wn3kV1aXEkFxEd0csZwyn2NdyR5x9h6lHuXNYoO1+1M8K+IG8R+AbPVZ2DXLRNHNsGP3qkqeO2Tg/jXI+IvFlv4L0nfP9pu53bZFHM3zSPj5iWxgKOOg7+9FgPT7N98I57Vn6nD8xOPvAj615t4F+Lja/q8ekXlglpPOT5EsTl0OASVYNgg4HUV6lMTdRklcDPysO4psDyn4ieIrjQtJsPsMjRvcyBTIqhzHGuNzbT7Nj8at/DjxdYa54ga1inkEkcMpjjaIjdGrbVOemSp3EAcfhXA6p8RprTxbfx3Ol201pCJbERqzAhfNLFsnIJJAyMY4rv/AAE2lDV7u80XTYLV57SG4lic7ZVEhJUDBIUYXOOmWXpQB6NqoBVSSN3bnk1iOpkjlQDJZSAPetq/t0uYvOLE5TgHoOmOPX+tZI4uOemaAMrxdLfWvhW6v9LjMt/ujaJWj8w5ZgvC+vzfTjniue+GGseIpddv7DXLNoBDEJA7WogKuCPkIAAbIJPTIx1r0vTod0UGeyfT/PQVJ/ZkEcrXLHzLgnAeT5iR0C//AKvrQwLcsgEYI6H1rhL5mklUOflaXBYHnnd+QIB/r1rsLyYbPrzXJXdnJcOrRSGNkuWfcp+o6dDwaTAbGzNqQKoAgt/mIHQk8D+dbEcotrC5uPK83yoXfy/7+FJ2/jjFYtss9kpFzMk5Zt0kgUrg4x09BgfzrUvZ1tvDupXJYAR2Uz57fcahAeBeAtYtdM8WQy3Q8qG5RoMq+1ULEEbs/wAOQB1716957jUJFO5JVXkFD1Pbp3xwPfPQV86yLhV9hiu18CeOdQstQg0m7n86xkVkjMhJaEhWKhT6ZGMH8MUPYEUL+ZrnUJp8k755Gyf+uhqbqOT3P8v/AK1Z8bFrWNyTncSc/XNaLD5ScYHXj8a5Gd0Rl5/x6y/7uf5V0GkeL5vDS6iPJa4jcl0j3YAbdgn8v5Yrn7sn7PJ6eWf5Us2TNJ/vH+ZpdCZK5Q1vU9R1O6kN3cDBbfCifKjD+vHrms+3cspKseh4Paui07QZtf0m+tLWMG805xIu5gqmFuuWPAwfWsO50m+sVa4Ty54/42t5VlH445B+ta6WOSNTllZs1/B8zDxbZp1Alb/0EmvWST+npXj/AIOJbxdYHawDSs2CMfwGvYAOcVrDYqbuwB4PWmhueKdwDTOCO/IzWpAcbuPzpCR06Uu0g5z27UmM/NQBE/PUdP5VA53cYAyeancEnPrULDtSA8++ILJGqMDhzEB+przhfnYdzXZeP7pp9UeDOFiCrg9zXIxJ83A5piHbVjG48+mKCGK+YeMYwKsx2+9l3fdWo7t8HA9elAFYOQMDqa07S3wmT61TtYvMmA9K0Z50hj44NIBwdEDZNZt5fF2KpwKrzXLuCMkZqt1oAViWOetWIbVnG4jiltbYyuM9K05wLaHj8KAMuZdrbRQBnAPaomJLknrUqvgDjOaAJQoCbexOetKMhwQOdu2k3YHSlZgmCTQAZ227KeOaihXdn0psj78AdzV6KDEfbpTArLDuPGa7nw2NmjQcf3v5muMZtgPr7V2+hfLo9qvABTP6mkBt2/LjHIrWhUDpWXa5MgNa0W4fSgZYA547U8DBpi4wfWnigB2TjGPxpR6803PFGaAMFkHk7T1/+vVa15iY8cseasyuVAPvVeBSlmuTyc1562PRb1J9H/5DF5gf8ukZ/wDH2q3cnAYdwo/rVXTuNYv/AEFpGP8Ax81YnIZinYsB+n/16T3KWxM4KuuP4UP+FVdSGIYQP+e8f/oeasMwe4kBONqjj0yf/rVW1E4jgB/57x/zFKPxFNaEsZIjTPZV/pV3SX8nXrGTsJY+ns9UOiqO+wcZ9gakjcR3du+cbX6g+hzTi9SJL3TA+L9wt18QtVKciMxxceqoM/rXBxdRxX0Z4g+GGh6z4ivdUu7m7QXTl/Ig2ou4YBO7BPPWmW3w78E2ibW0Yy8n95cTyY79yR/dPavQR5phfBTW8R6h4bmSRmlkFzEAPugrhyfToh/GsL4zXdp9pXSpI547q0kWSORocJOrr83zZ7YXt1zW74S01LL48XttpqGOztYJFKBidqeUgAz3+YjrzxXp2s2tvdyfZ7mKGaMoWaOVQ3BIGcH8eaAPljwfqFxpniW1u7Oye9u4y3kQoeS5UhT0PAJz/Uda+u9PSd9Ntzdxql08aGdVbcFfAyAe4BzXKW2jaNo1vPLbWFpaKq+ZI0USpwvzckckcGurN0fsAmt1MpcDy9vfd0P05zQB8lappx1X4hXlhHx9q1SSLI7AykE/gMn8K7T4bXLar481vWIZHXYg8qJejRF9qpj2VVx7gVoa18ObnRPEd5e6Q0lw4tJWgjeUeb58hKLyQABhi2c/wmqHw38Ka94f8SvPf2wt7aS3eJh5iMSeCowDx0JoA90idpUiCjfA6khs9OQcfzx+IrNf/XEryc8e9W9OZDAzkfMuSPqepqOzA+0q7KSiuoPTjJ/xxQBsQQ/Z3gBPITYf8/hTr4MURlUMEbcR649K47WPit4W0m7aD7VLdyoSrfZY94BHUbsgH8DV3w741sfF1rc3Njb3kUdq/lt5qDLErnopPtQBYupcXDKjZR13geh4z+Bz+efWs0zCO5dCDhxvGPYDIqZ3TzxIr5Uhhn2B61Qud5QSeUdykyFgMlVx0+uO3c1AEF7py3agsxF0cMGU9CO3+6On/wBeqPju7OmfD3UisnN2EtgcYDM7fMQO3yhvr+p1rBZZ23zbdrHPH8Xofp7Vw/xp1Dy7fSdLU/eL3Lj6fIv82q1ohdTx+RgfrW5ovhc3vh6+8Qy3Jhjs5QsaBP8AWnAzz2wWX9awH+9/OvTrh4rT4MaVHFwbmVd/uxldm/8AQal6IqO5yKLiz+kh/lV8nMKkc5AqlEP3EoPTeD+Yq0rYt4+ccD+YrmOxC3ABtXzj/Vt/Klcgu2DjJHao5Zf3BBA5Qj9DUhBJJ6Z2/wAqnoPqdZ8PpZBq/wBmVd9vKxN0ucApswufxJA9zVnxXHN4fd4bOwVFLb1lgIU5LE44Gce2ecn2xyuk6muj6j9oeXy48KGY5xgnBBxz0PXsQDXe+J/EumT+FLee2kivbjAyYfusyjGWbsO+Bk84461rFvlsjzcRBqo7dTk7BbMeLLUCaI3STHfFuLMpKnn8a7sHBJ/OvHvCVxLL47tpJ2LSyyOzn1JBOa9hxz047VpTiorQqKsrDW64zTCx/EU9hk9Kae/rWpQ3OGpCSf8A9dLn0FNP8qAGls8niq78jAPPSpWbrxUDEcd+1AHj/ihWuNdu8/8APUj8uKz4bUKmW6enrWtre3+1rh2wF8xj7nmsOW9xuCnimItSusMTHPQVlcyPuamSXDSHk8Ypvm/LjNIC9HOkCHGMmqM87TPk5x6UwBm5Jp6pjnFIBiqW5qVIwW/rSgYFW7KHfJkjIFMC/awCONeOT1NZ1/OXl2j7q8VryMEhYn0rnJnJamwI2NSRkEVF1qSLqakCdTx1NEnI680hBBqUJuYL1FMBIY8sB7cVoSMEgzVQr5bcHnFSPiWML0x1OaYFI75Gz2FeiaSnlabbRnkrGo/SuDUhRtBXFdjoF3LeWrNIqDa+wbe/FIDo7V9hwa045lA4PNYynp/nFTLKR360DNpZAcdKeG5rNilOBzx3q3G2DQBaBzz0pQeOtRKTx7U8GgDAuixlKDBVUPPviljXCxKTwOT9K5j/AITvSiXJt7zLdPlT8f4u/NNPjnTD1hvOhH3V7/8AAvSuLknbY7lUhvc6vT2xqd96m2iHX/barkwBuo/Uv/hXE2/jrS4r+aZre7KPEigBF6gk8jd059atf8LD0kzrI1te/Lnoq5OT/vUOnK41Vh3OtBHmzN1OVH86qaqCsEXr5ykf991zSfELSlZyba95fIwiYxj/AHvX/wDXUN949025SNUtrv5HVvmVRnDZPf8AxqVSnfYr20Lbna5AMQx1AGfqMVExyiN3DfzFcqvxC0vbHutrwFQBgKpzj33cfl2pr+PdJdGH2e9HQjCJxyf9qmqc09iXVh3Po+bXtJsLKGa91KztiyK376ZVPIB6ZzWQmu2ep20dxZvHNbXErW8LLndMVJLHJGAi89M8kD2r5u1HxHpmpa411J9rS3lkTzGWFfMC4AbA34JwDjPfFeg2Xxf8M2urSyDTtRTT4LWOy0+3WCM+VEOXLfP95mC565C+9di2OF7na/DpEl+JXjG73o29wqgtlwN/OR2HA+uPaj4xRa1aXOhavoBvFvEkktmNspbKvtIVhgggsO/FedeDvif4e8M+L9Y1SW31OSzvVKxxxwx7h8+5SwL+nua6zVfj54ZvhGsFtrcO05J+zwk/hmQ0xHNa1/wtHVtNurO/sZ1tNhEywRRp5ijqPlOW+g617t4X886Fpq3cZjuY7SISR5ztbYAen0ryh/jr4VdmI0/VwDnpDF/8cq1Y/H7wraABrHWjnOQIIv0/eUgPRfFOmLJGNQjJE8CHACg7uCec/wCfyrxfSfifFceI9PtRp6w2M0qxvPM+ZBu4DYAwOSMjnjNavin496HqWg3VrpFhqcd5MpjWS4jjCoG4LcOcnGcD1PtXi39oWeQfKYY6YjwR+O6gD6xsJjG8kZ6+lc947k+2WVh4WtZVXU9ZuownJ/cxqdxkOOccY9+fSuK0z416JFb27X9nqT3IjAnMUUe1nHcZccHrWZa/FLw8nxOk8UT2V8bbaViRYEMq/uwgJzJj+90x1poD0mz+DWgWUCrcNc3smAGkkmMafgiY/nW5Fotj4e0nydIs1tVb53WNiCTjqSTyfr7dq5J/2h/CTDjTta/78xf/AByu4tr5NY0q0v7dJPIvLdLlEkQbgrqGGcEjOD60mByE2rNp2lXmp3Ec08duDK0UTbsoWBO3PII7gnsea5K5+MenFM22nX0r9fmZEA/Vq9J1iykvNKvrYISZoJEHB6lSBXy4LuUgDaQR1y7f40hn0x4avxqOk2l4ECeagcopyFzyBnvwRXmPxjMo8YwF+IjYxeUfUbm3fqTXafC298/wNZeYwzDJJCQT6OSOvs1ch8X78f8ACYR2+0sIrKLoR/EWboQfUU+granmTDIPeuvur15Ph14etCHXbfT4LDAZRkgj1GXI+oNcw08JOTHz7xr/AExXS6w6t4e8JwxjgQSSEAYxulft/wABqZbFQ+IqxZ8qYZ/uN+tWV5t1JFQRLmOQE8mI4/A5qxEM25GP4z+tc51kU6/u256AmpEYtEGI6qv8qbNgxOfY1JF/x7pjr5a/yFJ7AiK6USRyJ6p/WnaM73WjTWIP72JiwX+8D/WnS/f+q/1rOgmNhqizA4SThsVUHZmFeN1cm8Kux8d6eSoB3sDgeiNXsRPzdh/WvONJsw/jDTr2IcmRvMA4B+Rua9H7gH0zxXRDYwTuNbPPJxTSKsbVIHHNRsAo6frVjIzx/wDXqMk7sY45NS4BGO1LtXAxwfWgCox/SoJOq4PcVakVASe1V5MAHA/KgDxjWy/265Jz/rG69+TWAylj1rqPE0GzVLlOgErfzrA2KuTyfwpsRW2AHmjaMVIcEk00uoGCR+FSAoHHSlIOMdKj8xT3P4VK/wAwyEAGMYoAUKC6gnqeK1rRBHGTySfasfezYyOhGKvpqbDdvhTn+6cVSAtX0gW3IPJrn5PvVoXF6txHtCbGzz8wqn5RbnGfpQwI0+8ATgVaVFXneoA75qL7NKcbY3P0UmpBpt2y/Lazkn0ib/CpAUzQ7upbHoKZJcENgHA9BVlNC1WQZXTbsj/riac/h/V2YAabdZ/65GmBUV1YnGc+4qRZTu2g5J4FX4fDGtYz/ZlyB0+6KB4e1hMl9OuwB38vP8qAM0eZGxJAIB5Brs/CRDaUeMEStk+vSuXuYJYMrLEyMRghwQfyrvPCukSJocDSRtGXZn2sMHBPHFAF9eRTh64q4LAgYx9KkW1xzigZDCTj5gKupzjpUa2+KsLHgYoAkXoPWnL16U0Dtnin4yoG7r29KAPnmiiikAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXoWm3d+dJt0GoXaqsCBVFw+AAvAAzx1rz2vRdK/5BUP/Xuv/oArKs7I2oq7JJmun+/dXDA/3pmP9ap/ZlUJhR1P8q0T9xf90VXP3PxFc/MzdxRVWIC6lYqCFjGB+dJDaxySFXUHr1H0qX+Of/dj/rT7X/j4b6/1quZ2DlTKlzp0KMmI1wWOcVNcK8i2cZb5Yv3Ua/3VAJA/U/nU1z1X/gX86U/66z/66n/0A0Jti5UiOM4lQ9icce4/+vSwuRuUnBH9KP8Almv/AAGkP+um+p/pQMQEkMOuR/8AWqeFv3MWOPkU/wDjoqr/ABmrNr/x7w/9cl/9BpPYEOfjG7PQiqM0H2hGX+LHyn3q4/VP90/yqvF98/ShBKKaNbwfOZNXslfO9XIP/fJr0kjqAceleY+FP+RxiH+1/wCyGvUV6rXTTd4nClZsVeenOKRvwoH9BQfvD/eFajGEdcDn60uOOeRSL978aU9vpSArucHPpUTANgfrU0vUVA/3KAMm/wBC03UJGkurVJH7tyD+nWqTeFNCIIbToSD7tk/rW9J90/Sof42+lAGba6FpthE8dpaxxq5yw+9k/jT5NFsJeWs7dvrEv+FXXJweexqTuP8APagDG/4R3SiedNtv+/QqOTwroshBbTof+A5H8q3D2oHVvxoAyIvC+iR/c0y3GPVN386sf2LpajjTrQen7lf8K0P4R9aRqAKwsbNR8tpbr7CJR/SpFhjB+WNB9FApT98U4UAIVxgCm5OOWP50/vTSeVoAbgEc9frSFRjgHHvSnqfwpvY/SgBXUdMU3A69OOopx+7SD+tMBCoLDIBx6ipxnqeaiHWpf8aQCgCggZ9qB1/GlHSgBMDtzRjr7Ug60p7UAH5Ypc89KQ9qTJ9aAP/Z", "path": "002270.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002271
Men Tshirts
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", "path": "002271.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002272
Men Tshirts
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", "path": "002272.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002273
Men Tshirts
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", "path": "002273.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002274
Men Tshirts
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", "path": "002274.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002275
Men Tshirts
{ "bytes": 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", "path": "002275.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002276
Men Tshirts
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"path": "002276.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002277
Men Tshirts
{ "bytes": 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", "path": "002277.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002278
Men Tshirts
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zAybV020fcpfg3DjsB/dFVdW1Rm1yazKW8kDDG3fsb0yD7elYTklqbxXQfNrUEiSNBZ+dDsWHaoCO791Delc9G9sdVJGhXUNop8pDCduzI5JOcMOtXYINItI3jvbt55YLgb5IXwV7c+oGa3bue5t9JMmn2Uc9s7DymD7sjOBx2zUNcxd7HPLaT6MDHpzSzwXg2r9qchPUkD1qik8djpS2um7oNTkY+bLcDccHspPv0rX1oX1zodra3MONRVzKApCeUF6ZPQ+9cxdzajqtikVwqbY5g06x8PI3936CspKw07j9Sjlhto9Fe8hfUgRIHbliW5IZv73tXXWOkXVvYJp9wFmbIVpTF+7ZSM4bv+Nc1pfhJ9QMmqbjbGJi+wtwD1C5NdHNrmsyXRhjeKFo4hLEM/61SQDnPXHWqgrCZeW1a+0qS1uLKZUtXEkCs+3d6AY547VP5Or3J3SAWwScFcHdujxyD71PpFpqMJSS4uE2ucmIRnk9zk+9axU44rRIk4jUYpLbUEnYAENzt6H3rooiHiVhyCM1l+Ibi03eX5ql1645H503Std01rGQy30KmDhwW564ppjNoLVLUhMRD5Vu0qqSz7WwVwDjH16VPd3kdtpkt9ErXMaDIWPq3sK5HUfHqrGgt7EAE/P9ozj3GBQ5kSdiHxJcT2kBW22tFgEbwMgn09xXI2s0sX7zKkM4LqVyAAOc4qzdXcFxqXmm4SSOSUN8hIUAnkc84qzcvpsktzGiObx5MQC3BCj8KwbcmZNmTeT3Op6dcwrGjdZYiD+8wB3PoB0FNgurnU7O4s9N0+S7a6iiXfFGd0ZTOTx0zmumtfDOnaWYZdTm+0XknCRsxEanGeg5Y/pV+WePyPIikuhEBtENsRbpj8Of1rphRutSXJI5GLwNf7Ek1Oe109R9/wC0Sjco+g5qZtO8NaeGlfW1uZSQGSKM7CM1pW2laVqVt9ru9IMcL7gZIrpzImDjPzHBrmtc0m3spzBZXUdxbMokR0HOPRvQ1uqSJ5ky03izQrCRo9PsndslvNm4UH2A5zWjDetqUazQ6Y94GU5Mnyov/AR/jXHQx8gLGPptzXR6bFdtGkbXDwQHj5m2j3quQl3a0LNnoWpwNJCNZS0sZW3ulv8AfBI6A9cfjVy10HRNGnWeV5ry5yG8yd8nPbC1n6jrKaZaqLeNyXPyE/fl+novv3rmZLrWb1ypc24kYDByg9OSeaTkl8JrCio61Gd/e61p9zFL9psoTt+9Kx2Mo/Dn864qa40H7SUtrOW4MgIJiQ8e45qW4dLSKHT9W1kXVqF5is0GeDwGbv3qFdbs7K4D6XZPHEONjtksPc1m1KTuzX2lNaRiF5opsNPjvIm8y2c8HaQyH0YVl20nkTfIehDZbp6Gta68UavrCfYnkjitZOPKVRk46ZPU1miylQor8lm2kD3qZxVhwqWmmka/2icjLeUvsDjio3uMnBYDHcGoYL2We1VWiyQMNwOCOKZ9+QJ5W2ublPW57q6LguAwCoxbHYdaUXKqWUq+R6mqPlGI7ixVwe3FGcdwQaORDU2a0MzSPjYhA5+lSsjSKSyJvX7vOM+1ZdvIsb7iMk9DmtEXCMvzEDnBAGc1DVmXe4zCsS6qdh6r3B+lVzkueWxnoRVh3RyeChxjcOtVgzbtgY7uxHSmJlpU2jClsjrSjIyDytIJF8pnzhl4IpCgkQdwe46UWJsQMm7KliB603yG2kRtinujRZ25Ydwe9TQqMIzE4xxVGdrmem8y7cZxxxViR8IU3Hco5Bq6bZYVMu0gdQQaoTROJBnv1ppicbFYBscEBRz071IImck4wMZ471I0Soh+f943Crjp70yCORHAjY7u/oadydS7bM4Q4+YenWrCyxls4KMOoBqNRsygUKcc7aikiYvuOOn3s9ahxuaKVi8Nz8x7GHo1db8NWJ8UXHT/AI9myPT5lrg1DdOCPQ13fwzYHxFOoPItj/6EKqnG00TWd6bPWqKKK7zygooooAKKKKACiiigAooooAKKKKAOZ12xXWLxtOljUKkQlWcZDxsSRkeo46VzmkxSm/m0LV2ktpXGYnjOFkx6fUV6DNnzOOOOtZOs6NHq9mqA+VdRHdBMOqN/hWUqd3cqNX7LOe0/wtqOn6lFexzRN5b/AHSTllzj+VdXd2MF/BPDNEpE0ZjJI5wazdA1xr9nsb5PI1KDiRD0f/aWt3oaqMI2siJSfNqecaG+62XTzbZvbQyRl2HypGT1z2aktPDnm6kXmc3MO/AZiScHo/51t6bbxL4m15B8r70dB15IycVrxXN41s86WBWTcBGrsBle7YH8qwVK+5tKdmZFtolhcX89mjI6Im9wFyGJ7E9Sf5Vmzak+hzXk80xubaI+SVh/1cPc5Hr0rtrS0htVk2KFMjFye4J681zjtYrqBs7uOIRRkHaFOWYDI3evrVVFbYUXcxtchg1nSIby/uCkmVihRDjdnkYGe/SuY1BpraKCSV7iO4dijhlzGwUdAR37Vt6s6W5umgs4nYKjTLMf9QW4DRj6UltqelxWYspbp7qJJGEEzEZXK9fxNcsmjVI0rPSU1KJVXU5ZrUxrMUjyiSHHK59RWfpsMOlXd9LK9vFcKp8oyzGRNh/hUeorAudeuksfs6SlF81jG27lUIxtHsaoyxhoXkWRwzHADdV4BNZzrpbD5D1ODxvbPZ28qwSsG4lZsDH09amt/F1hdNMhcwc/u3cZUj1PpzXnli5axiQQKzIMlyT8x9arSzXkdjLFDIVSXiUf3u4FEMS5PQhwS1JPEN+LXUrkIiSxB84jkJQMe6n+lY+mazbW00qwRJ9oLFxH5YYNnqWP9Ksx6bc30uxLSYyyKWETLtJUdSAa5rUrC40i7tLuRdsN0u+Jh1Zc9/xrRczJuehz68w082zxeVI6iRo42JVdpyCR7965e91W0uVuBdqCjSB49o2lQOig9wTyacLmaQLOi7VODk/56VSuYhuaVSrHaTtxkke1TdkS1LUk+lnSrVrNZPtzuTMWOERewFdb4Y0lkT+0pIt1xID5J67F9fqa5HTrSK4m07T5SVFxKEyvbPIB9K9dj1Gx0yeDSRFObhUG7yosqnHAJ9a6KNPXmZg0c7PpN5da3AUglaOKJsnHQmr8mlHTbYTXgWFFO4ySHGasXXiGSG5kNu6xZXaBjzJPyHA/GsSefULuQy/ZHYrybq7O4qPUZ4WuxEcpzd5dz3KmztCy2SyMwZhjdk5z9KzxbxBis0jOS3CR9zVHWPElml5JElxJdupPmSp93PoPWruhT2NzA15c7nAYeUiNjP1rblaVxJWNWTSobS1VpJIrMsA2CQzY+g71GbzSLWLLTeY6j5XnbOD7LXNa9rBuryW0tkEEMTbTt+859SazbHTri/mEdtBJLIecgZ/WublbldvQ6lWUY2ijp7rxfaxEtpmnCS6bBe6uwC30Udh7VzV3qt9fXLz3Eg3sMEKoC/lUt5ZPp0ggmaLzCMkI4bH5VXeBoHjkmhdoCw3Fe69SAfXFVfoYNtu7KuwHmriafdG1a5W0naBRlpAhwB65r1ZNA8C6bY29/K8XlyIJENzLu3AjjCjrWbrHxJ0tbNtP0+xkukKNHlx5ceD6L1oSGcDpttJLvvIXiD20ibUl6NmrEsd7PI6uFDJIQ7AY+b2qja27vE5Z4oFI+VpGxzW5pgYQEGTzgrZVuTuHc/Ss6m2hpHVlCKy8uWaN2IdsSKfY9aGilEiRJ94njmtO93C6trkJgM3lEY4welWTaFSQ8TKwPGR0rlcj16NnAx/sbDLTO3PvUaW+9jGgKgc5PetlkDYQoyKD94dM08W0YGxgVOOG9TU85pyGStoYgCGGO59KdFJHCGzluOpHINat1GEix95ccgdQKyGKH5Ezk9SRQncexKsoZAyrxnBxUbShQUIDHqCDUkP7iJj1Y8FcVAqbm+YAZOeadhNk0RIGSOT2NTRLFFK6btiH5kPb3FQq/OEB49e1NaDzypdjlc4U9OaLCuywHUTkEkr2bHSp1ddygn5aqxW8wi27Hwe56VZitX2jeTj070mCTLbMrYVGwi87cVSnyJNzqoJHyjrn61axsaOMZHf3NVmlVZfu/Meu4UkNlX7LNM5nklzI3oMAD1q3EphtwXjy5XA7YBqJrkLLsyoDfdY9hSrd71O9iCTg8du1WjN2Il8yFjHK42gZXPVvanSXKiNsYWU4GOoH0qvJLuly7EYzj/Cqz5xgtjb2NWoshysXklJR/mHy9GPVq7X4USGTxPcFjz9kb/0Ja4Ek+QVX7zDgCu4+EQA8T3JP3vsjD/x5a0grNGVSV4s9roooroOEKKKKACiiigAooooAKKKKACiiigCo8yG8MHIkCB+ehGcU4imG3QXklwMl3QIeegBNPIBBB6UJ2M5bmLrmjLqHl3VtKINQg5hmBxn/AGW9qdoWtf2gslndp5Gp2/E0RPX/AGh6g1X1G4bTQ7syRGRgAx+ZV54rH1NhqEH9oJMltqdtkwzQdHXsG+tYSqxizaNNtamrpskcfjLXMLlvKhbPtitSPU7bzvJmuAJsZ5GB7CvNNO8RXk2pXd1I4WeZERwRgNt9qW5nfzzKrEBjkZbkVwzx6i7JHQ8O273PQ7jVI5C1vaTqJ8Eg4z0rk7q/ia3uHuZhNqCL5bsg4PP9OmaxobySKIL8mScsSeDntTpBbiRJoIWabIGEbC/X61m8XKfQ1p4Z9EY+pnbD0Y7SXO5eTn1PfFZcUquDGIAxHcdVP9a6S7Xe6/bXSEqcccnB61Ugmt2vI7HR7Jri5cnax6mjlbOhYeMNZuxFbaTNdKZJUWKDJyZDx9Khvlto3WOyYzCNS0jKPu//AFq2LTQri41uHT/FN09sJiDaQwHK3B7jcOAa1fDf2SNbeSKy8qOO8lsbuF+W8tx8u71+YYrWOFutTCrXppOMF8zmxG9tq1laXpeKGby2JVv+WbfxCuvFtpljqE81pA8U2k3Ceesj7xLE3G7H45rC8daf9h0bTb63LukDvbLIoyQmcqp9wcr+FbWns+pT2OrlM219pjwahJnCoyDGSfXpXTSoqGljgc7h4nXU7PT5NSLm4vNMvTPbtGQZBbt/eA/hrmPihYrd+H9K1S0gCQiPcyr/AMsmc7ufQHnFa8/iPQ4LL+0rjUVN7Lp7WctsBzI3IVmPTGMVx194/tHtRa+SZoWsFs5o2Pyuy9HHuO1dDpuStYm6KOmXgu9MQAAlcDBParVhbzarcyW1tCdyMMvjGxeRkn61xVpqTWIdIxvVj3rSj8Z6xaweRZtDbxk5dlXJc9s57Cs44Od7g5o9Sh8HxRx29zp92V1aJwZJiuVBxjgdMj1rPuV8P+HNS+36v4nubu+XJMIcOxJ7HHSvK7nWtVvUK3Gp3LoW3FBIQM/QVR2jrgZPU+td1PDW3M3NHoWpfE+ba0Og6fFZpyPPlG6Q+49K5G+17WdTQpfapdToeqM+FP1ArMWng10KlGK0IbuRgAXEQHA5HFS2eoXGnT+ZAQVz8yHoajQf6TH9ajZcOR71Vk9BHS+F4U1nXmF0fkVTIw3Y3V09/exS3y6fpkyiLgSeUdoJ/ugjsPWvNkEindGzI2MbgcGrFlfzWMwZCQw6H0rlq0uXVDudzqUb6cfKQ2ilsJIIkG8ZGcNnpxWPJ5rp9mid2jX5yM4C1GL5buMNJMZG3Fm2jBZj1JPc1LFHc3P7uCB3XPQDj8TXKVcpNECwBO4jgY7Cnlfs6BnC4b7o7/jWrdaFf2tm07y2y4ODEsoJxisaa4eaNUKIuAASo5bHTNS2CEjZZZFXyydzAYzjPNdlamCFVtrKFMZJZmk6+1czp0VujrPcq/yt8i+vvW7E6ZWVI/lXPGcVEjamupYv7m7uYJIEiVIk5wq4ORyOau29/eywxN5u9SoJDgGsq7uIGmUtJM5HqMLSaaHiE0Ko2VbKgNwoPNc8kehhmtmbQvEaQrLZwkY5YcbjTQmnEE7LiJSCdpO4CqQMkAY5805yp6fXNPWWOVS0uYpOnXisjsLi2cTRgQ3ak+jrtP0rOn0O7E7yrbh1/wCmZBq1tViGOOnXPBqTz5Qw2kFeuPSqTsS7mJNYXCAHypFJ6g5qtHaMzhlz1wVPNdUuoTr8rOwXrg8ilFxDKN5it2JPPGD+dPnBLuZEOmEp1KjvnqTTjaKuMg9fxNbG23I4WSMex3AUNaLPFmO4QN23jBqLsu8TL8vywCTwegBpGIKlUPUZLVO2j3a/xrIuf4GyfpVeSCeFsFJDGB029Ka1E5IrNG4iDq2HORzUBtt8jB3K+pHJJq1EjucyFc7i3P8ACD0pUQs5dgAo6H39KtEMpPZM/AyQBxng1FFGY5XiQggKRvPIzWhIfkUgtnrxVRkDBwsgUkHI6VSZEipGSCsrgNgHHHGaiDEZzznrkVNtMZ+UnA9afhZAdwyD0B7GtUzNq5SikZJM9vrXf/CLJ8V3THODaN/6EtcYIEwFZeexrvfhZCI/Es5B4+ytx/wIVcX7xlUj7rPYqKKK3OIKKKKACiiigAooooAKKKKACiiigClJOiXLK5CgKDknGarX2oLa2pmVk29Aev5D2qr4kiaa0k2AFguBnu3Vf5V5vLrEk8KW0zsY0H7sD+H1Fctes6ZpSpqTN+XUr7VUlgQpKA2N7EDjPArIn1HdFHao2VjUgrjADZ5H0qjkwsGRnEhPAHf8KLe0vLu7a0t4DHPyW8z5Qoxkk15cpTqHZZJFOcGLUVckKZBzjse1TJPKW4UFepBrRXQYZNXtrTVL0RLchWtprf5xLzggHtir1l9itLPWJ4bLzzZTLEIrrkhc4YkDvVrCSa1E6yWxn2mEKH7OkryEKoIJGfQVPbWc+paiNOjlFtKwYcr3HOK6FIbb7LeWcbGGM+VeWcn/ADy3ds+gbg/WsTW5JtJ8Vx3ZTyd7Rzke5+8v55roWG5LXeglipbR0Kl5oYHhafU2L/bLW4MUqtyFA4/qK0dYgtbDU9F8Q2MaItsYo7tEGAFccN9CDXSXH2e6S6t/l23sxgmXtlkyjD6gD8a50ahp0Om2dnfwLKLqwNveSqxZ1CEgDaPQ811qMYnLKcpblHxjZS+HdO0hbMmdLa+klW4I/wBUGO4R0+4mtLPxRqMLSpBBq9kt5C7thVkUbhz9QR+NUL7WNTuoNlrbLJDJapb3IuB8jFThZB6ECuZ1+WKHS5zNdm6uF/0aNc5WMdf61cHzSSREtEc7r/jTVNXu7iLz3trG4nMyWyH5Vf8AxPJrJ/tXUltDaf2jdfZt24xCQhSfcVUuoTJCQh+YHKn3qCOYSx+jDgivUUYroc/MTN8x3Nlj6mnACmDkYp+M4qkkSLikIyKfjikpgNRDzml208Hb1owT0HFO4DMUZwKkCD+JgKilZFB2DJ9aLgKhH2iL3NNPLk+9NjJN1bjpzQWzI2fU0ITLKDionUbutTR8KKawBc4FU1cSIrRzHMQOWjbPPQita71O+kdvIuGhgzlIR0T2rJI23gP95KsLn+LI9M96x9nHsVcsahHqNpc+XdSbiyhxzwQR+hplvqTRyhZEBB4PGajlJf5iST6k02e3SG1t7lZ0ZpCwaHPzLg9foal0Ydh3NmDWLVVP2iF9y8J8mRWhD4g0j5ckIQ3IdTuBrlchsA9OtP1S6N7ctdSIiMQFxGuBgDHPqfesnhYvYuNRo7tdV0i6ZTBcFpGOQm3J+nsKGD2uoRvGd0Uylc56kdPwrgEWW0ljaWIBlKyKpP3h1HTsastrV2xmYFY4y4kEKLwre3pXNUwj6HTRxPLLU9D4kOA21jxk9qQpuzlQ5Axk/wBK5jS9eWc7JJCJMcBhXSQsXiVxkEDII/ka8+UHF2Z6kKkZq6GrFgHyXZSvXYcinxzyg/O4bHfGMinmIKvD4GMkkdKrtKgk27SQOMr05qbFtl5WEofMZx0OeaQwIQQvI7DFVoWHmvlmXAAOR3p7Sb5AB0/hwMUrBclCSocB8D86djePm5x3BqNika7/ADHGOoz39aVpR8u4kE/hRYWhMpZePMz/ALJNPMlxECwldQeMdqjBZe4ZfRqejREYUEdzg4FGwtBpuWwRLBDIOhJXB/Sn7LV0KNCyMemxuM/jQcZHIz6sMfyoYyL1UEf3l5AqhDDYxSALFcbCP74xVdtMlbC7opB6huasfKcfPt9+lIEI54Hoc00xMzHsZlJMsDfKOCBSfZlKcAfiMVrRyTRgDzCQD0B7VM1w74zGjnHO5armFoc89sY9rAhgfSu2+GcWzxROf+nRu/8AtLWGRBKwMlqVYdNjV1Hw+jhXxFM0ZkybduGH+0K0py95GVVe4z1Ciiius84KKKKACiiigAooooAKKKKACiiigDBvpc6vLbZwZLcFR7gk15pq8CWOr3EBO0F/NHHUHn/634V2mt3pg8XKucbIY3HPOCxBrH8fWbCW01CFAd48lz6Y5X9DWGMpc1NNFYaVptM5kyBZUuS+1UdXX1ODXVeJLtrXUzrNkgaa0lW3u4WHysrrlCfYg4rhr7LQoFzjPNbeo+NWe9FqsYuNNntFgmgdAp8zGN2epwRXJh7KLudNVNvQs6npsTWxvNOS4t59OkDS2EpyIdxzlD6Zq/LcW1r4jeedxFY6zaAyMegYjBP/AH0KxZ/EN/PYm1uDF8yqksyR4eUL03GoWazk2EvJceWgGwknaD2HpzWntE3ZEKGmp0RuLeys7CznnjuV+zTW9w1ud2EblcH61g6hd6hrVpp8dxasbmzjZHuOzrxjPvT40JP+jW6QxsF3GQ42kdiPrVR7t0z9onklXcQ0KDAA9sUc7e4lGxZiupZxm91AAKiKEjzkhfu/iPWi1j2vLJaRO4IbLOMZPoT9apRakkcyrYwrGu0hkk5Kn1p3+kzFnZ2Ck5Ij4596Tmoj5GJd/ZVmEuo3r7Sf9TBnBz1Fcl4uvozbW1lb28cCBix2DlscDP4V1Z0WS4kzndxjaO1cN4ug+zeIHtduBFEvfqTkmunByU6hlXVomGD2rMu43t5zMg+Q9RWmKV41lUq3SvZcbo4rlO2mWcZHX0q0qk9ATWXIr6dcBwu6MnvWjHfq8YZQFHtyaiL6MonMLD7xA/GmbY1Y7jmoHnMmT8xpoy3ODVCJ2lXoi5NMMjNweKaAeoqVU5yaAIiuO5P1pu3I461OVFNxzjFADIl23MJJz81E4CXTLjAzTsESxnHRqbfYF0aa2AsZwuaajbqRiPso4IYnqTxiiEZqiRs3EsD9slSa1BehdKNj9nibMhk81hl1yBwp7DiqU7GGPzFAO09/firNpaXF9cLBaxNLK33UXqal7jH2tktxZ3U7XEaNAgbyv4nycce1ZcqlXrQkje3uHhYjepKtg5HFEL2kF6jXtqZ7fkMucEccEfjSARLuNtGWy+zxiQTeZ5wHzMuPuk/WmtYyvpzXp2/Z/MEY55LYzjFV7dWlnEcS7mYnaqjk/SpQ7CMopIRiCQO5HSgZnOXgm3tl0Ix16Crtnai6e6jM8KPEnmKC/wB8+gq262baQ8ckUhvDJuR1+6oA6H65/SueR/JueeN3FSwJ2dYZTIZWWaNgYlA4b1zXe6J4igubaK3uHEM3bI+VvxrgLqN5L1RGjOSM/KM4rV0+1iupGSW7itgkZYPJ3bsBXPVoRqrU6KWIlTeh6WXG3BXKkY+TkVC7RrnlfoByTXA2Os32myYSXcneNuQa6PT/ABXa3Mqi7XyCO/UGuCphZQ21O+ni4TdnobRtw2FBYsffGTVoiJV/eYbGB0xRbSxTKGTa5PQg5p21Q4JbK8nkcA1y2s9TqvfYp3EUO5DHlWGMgc7qchJIO0FCeh61YkRcsVXnr6AUnkoyDY4DnpzTFewijC4HUnPBp2XVgwK7cYyKgxKCSrZ9vSkO5AWdW3Hrg4FHKTzk4Ek2SqklSenpRDNJg7lwR/KowxiibDSrngntUomJAAkGFHcYzRyhzolafgBh7+tLtiJ+5sbrwaYZNwGdmfapC6nkpzjrSsyroQRgEFZcj/aFSKCc/c+oqsrhZs7SR6jkU4zBm2A85yFaizAlCnJUgj1OOtdP4CAGvS4IP7hv5iuaDyxydAd3fNdN4DJOuzZGP3DfzFXT+NGdb+Gz0qiiiu48wKKKKACiiigAooooAKKKKACiiigDy3xtI1t43tZwwVRbqr5PUEmt7VLc6p4SlUBi8Sbxjk7l5/UVzPxHTzPE8akfL9mXJ/E1v+Db8XNj5TEH5cMB7cEflWa99SgzWceTln3PPJZ4pOVyWVcEdhVCSPzXV1yVzzjqKt6rpcum69eWKkLskPl5OBg8j9KVbYxWqMxKyNICwH+fSuBrkdjpTurkAQ4OwuqLztkPWrFha6vPKrabC5U8M5GEUfU8V3nhLQtHvdHa7NuZbpWZX3/MFYdCB0roLq70jR4Abu5hiZRnBOSf+AitadHqzKVRbHC3nhDULbTW1i9ukmYYJijydqnjOapRsDKUEZMagYYdRW7q/wARbWa2eHTrFpkkUxmWU7QFPtXNxXUrRQwQR7pEHzHPDe+axxSSa5WOm29yzFoMj/v5jh85wDya04bW3h5dgSP4R/Wq6zSyhdxy2MHac1z3ivxcvh1VtbaJJr+Qbsk7ljHqw9fasaVOdWSSLlJRV2dRq+uaVoFkLq+bJPEca4BkP90D+teQeJtWuta8QSXl5aC0do1WOHGCIxnBPvWTqE19eXv2nUpZJbiZQ4dj/CemPQfSpPt0g85ph58kkYjV3OduO/5V9BhMMqWr3OCtV59AVR3pHXA44NCMGUEdKfjNd6OUj8pJ42jkGc1jt52nTmM8oTwcVsMnPpS3MCXNvtI565qZx6otMoJcNIAwxzT13E5NZ6MbSYo3StGMhgDnIqE7jJF4p+7I4ppGBSB+cYqhDjkmnhcGnEKACTioy3Pt60AMJ/fIMcFgKTUY8TFh0rq9G8KQ6h4I1zxDcNIrWRQW+3gE5+bPr1Fc7dosiBu7DNKMrpgygjbkAPSrcBCr7VQU4cirlvjPFWmIszKJLaROMkcUltLPaypKGaKaMgr2KmpAu449eKge5mnb9/IZHi/dZPXaOlNiLEeJLiIOwAZxvZugGeafqqWqXUq2UrS22792zrg4p0+nXFta211IF8m4TdGwYZ+hHUVUdS6EZqRobpl3NYaglzbkLNGcoxGdp9frU+XuboGVstI43MF7k9cCor67ina0VLVIWhiEbup5lI/iPvVu60+eyt7WaYx7blS8YRwx2jucUhjb63NheS2zyxSmNtpeNsqfxrGuS1rM86AF1HG4Zx+BrRhuPs06SrgsjAgEZGfeoNRkN7dTTHGZwzEDpk80mNFa2vpkuvMhfBeExye6nrU+35RgZ9qpaLPDaalFNNbidIznyicBvr7VozMhd2jj2ISSqZzt9qmIMffWdxp0qx3MRVmjEi+4IqR7ay/syKaKZzcs5WSEqAFHrnvmqSln4LMQOeTnFXrKza+n8hJoomKk7pWwOBk/jTsINM1abS7ksjFkIKlCxx04Irp9P8UxTxsl4fKlPAI5BrjbP7I1/GL15Ftcne0Yy3tgU9QoJGQyg8cfeFZVMPCp0NqdecNmeltPHcwgpICrEABTVhAhlQAkgAknpivPjrt4s0ciLEmwbdiJtBFdPoPiGLUmeOXakowChPP4etefVw0obHdTxKnozckRiVRBuJOST2HepWQkZUYJPGT0xT8FS0oQHAIwPU96CWIxg5A71zG5WaPdEpkY7lOcZ4zUDRu7s+AFbqP8KuqU2lclgT6daiKEZfgr2HpTRBWW3Pms33gOhzVgIhgOC2fQHrThG27PzbSKZghiAOAPWqEVXLrGCrAEnjPWnJ5hJkck5G0EDOcU6WMhlwAcd8VOilFRCAMZwQOOaVguRBSRvU4I967HwCwOvSrnLfZiScc9RXLquZNvAK/erqvATL/b0yjtbnPp94UQXvodSXuNHpVFFFdhwBRRRQAUUUUAFFFFABRRRQAUUUUAeUfEZZD4hTbyPs65A+p61B4Kvvs1+YJGXDnP17GtDx+8Y16NXijY+QvLZHc965q2ltra7jnRHjZWyCG3A56iuSM+Wqz0J0+egvQ3PiHps39q2l1CG23CbGIXuvc/hXNzI1pZxiZkkGdpBOCB6j3r0nxBGL/wp9pQb3gAlH4cH9K4K3t/tckvmYLumYhtzjHJ4+lZVl75jRd4mTZ6lq9vFLBps0sFvMQXZTyf8KfHo89xIZbiRyxPzMzknNa8UQ42LhVAzxxTrm4tNPtWur6eOOJerOeM+nuay9pKWiL5EtRLDQQRtjiMgU4y/AFLquo6F4bVhql8DOOBa265dv8AAfWuI1/4iTXKm00fzIIVJzO5+dv90dhXKLA1zZ3V3JcqZEK7hI3zy59PU13UME3rMwqYhRdkdbrfxKmltxFoMIsFfPmSOm6THs3QVw5WeVWunErK7YMrZILemaVbaeRZWjiZ44hmR1HyqPU1Yimma1+zmQ+RncIx0z64r0qdGFNWijknUctylDJI0pR2Lbfu5PT2rTvoIII4WhuBL5kYZl28xn0JqjBBEPtErzbZI9u1SPv5OP0qSPdMWSKJpSFJIUZwB3PpWqMyeC1uI7RLuSMrbSP5aSE8E1LyprNNzcSQmIMyxEhto6Z9auW0xuFKtjzEHPuPWrixNEpwRSo3FR84xSZI6VYiG8s1mXIXB9azt81m+1/u9jW8jbhQ9ss64Kg5qJQ6ofMZsdxG4681InUGo7nSGQ5iOPaqw+027GMo7Ed1GanVblGm5VsAnmkdVRfvZzVPzZYot8sTBfVhVvTgNR1C1s4+ZJ5ljUepJpN6Ae0ppq6X8AZ4mIWS5gMzZ4yWYY/QCvIZNr2Ubd9or1n4q61FbR2Phe22+XFGrTY7YGFH9a8nOVtI1K/Mvyn8KVDZtikYcoKSGrdq2WBqO+iw27o1Ms3+YDPFWnqKxrqaintNklxcCRRnZiPuxOefoMU9HH9aZO/nSxOgIKAglu4NW9hEO5m+8xOBgZPQVofboTpItDbRrMJNxmUcso6A/jTLW5s7fzvtNmkzNGViY/wP2PvUNpaT304gt0LyFSQo74GakpDI7C5u45poI9yW43yNuA2D3oEjPCiknaudo7DPXFRtI8auFZl3rtceo9DVrTI7WWC8+03HlMkYMOASWfPTHpikAt5Jb3NvaxxW6wGJCJSvWRs/e/LtSy6abK2sLuaJWguQwUb8Mp5GSP1FQqpMRfY21cAsBkA1FcEnYzEkKy89cDNAGRAnlXgVs8Gt6/Fn5NsbWd5JCn78MuAG9vaq3iO0s7W6il0+WSSMxhpGcY+Y9Rj2p9taTzaU9+AvkRYVzu5BPQYqdtAJHvHOm/YmEYhV95bb8x/2c+neqaCe6ZxAjMqLvJA+6B1NWY7oWMbM8EUysjArIM4J6Ee4pmmXNxZxEwTPGZE2vt/iB7GmBDDbOZVRRudiAqjuTV66sptPvJbW4AWWI4ODkcjsarGNicjJ+lSFXXAYN6fNn+tMCa5aySzhMDTm5IJmV8bVx0x3Oaz7O+Fu8zmBHlZcQyEkGJv73vVi5t7j7BJdJFmBSFaTI+UnoKbY21kbG5muJ2W6AHkRhCQTnkk9uKmSvuNOx1mjeODEI7fU1D9B54HJ+ortLWa2uofOtpUkRucqeteQW1zJZ3MdxDtEsZypZQQD9Kki1S9t7t7qCbypHbcwQYUn6VxVcInrE6qeKktJHrvkgMOBtYc4HNL5C7SFXGe1ctonje3uXjtr4iCfGA38Lf4GuwjdSN6ybvWuGcJQdmdcZxmtGQCDGOCefWkELA4VAN3JJq8AGUuoz7Co3JCkMhOPSpuVYpeUQ5V147Gmcg4bOBzmryqGPcYHQnNJJEjKQOM9/ancLFCIfMeQdx+Y11HgDP8AwkVwextzg/iK54wB3LAjbjg5rpfASFNdmGOPIPPryKuHxIip8LPSKKKK6TjCiiigAooooAKKKKACiiigAooooA8n+IqFvEqfvCo+yrwO/JrkWdozjdn6V1nxGkK+J4wP+fZevbk1ypkilyMZz1BrzKl/aNntULeyXoem+Dbj7f4ee3nIIUmNh7EY/wAK5Y2s1heSK2YvKfZvPGQDjineAb9bbWnsclUuVwAx4yKu+Ob3+x7prwqCrwGTc/IXHBAB6V0TTnFNbnB/Cm0zE1nX9E8Nwk3ouLqSQnyI4uA31J7e9eWat4g/t17iXUVZWBH2SKDhI/Yj+vWqmoape+INRa5umaWZvkVcfdA6AD6VQlVdxaPd5ZPAbqK78Pho01d7nLWrOTsiaztJr+6S2g2ea5wodwoP4mllj8mRoywbYxG4dDiojDIio8kborcoxGM49KkjuUSYNkblbd8y5B+o712HOMeSWHzEV2VZFw69mHXmrunJDJPGlxKY4mOGcDJX3xVbVLo3l5JdMqqZOSqDAH0FW7qzNmYgJY3Dxh/3b5K56g+houIqTwkTybSCNxA+lPtmNqWkSZldlKMAeCD1BqOZXYoU7VanZry5NxcLGrYGREu0H8PWmIlsHgW5je6jLwA/Oo6kY6VSmK2t95tupVNx2huTt9DWhJa7LOGcSJiQsPLz8y47kelVbiFni3c5HRhTQFgKkkSyJ0YZFRiNiRxTk1KKW8kxbJAknVFJI3evtVpkKtgjHtWiJZVMZH3TxUiuwxxxUm3mq9xIVVhCPn6Fuyn/ABpgJc3yW6mNMNcN0z0X3qvFcvGhxKq5492ot7azFtKZ3la6Dggtgqw7/jSy28IkQopIVvmAP8qybY7Dbi4hlXa8rS4GMY+U0nhG7TR/FlpfTwmVbMmZY/7zAfLn2zTRbIJ5ZIwyRH7qt1z61asIWDlwvztxu9qhxuVc0NR1e61vWJ767y1zPJyRwD7D2rntSvZ1vXiiJRRwQPWrl/qKQN9ltcNKD88nXb9Peq+mEW2orMYknOGBWXJBzwSf1qn2QDNOuLiNbhSBIs8RjYtyR7j0NaOnaTJf3QtbcDcVLZJwBgZ60kcBLrHFGAWICqPc8CpHimtZZIZkeKRTtZW4P40JWERBDC2GUq44PqPUVPZSwxXSSXMHnQqDmMHG4445pqKpYFuQCMg+nepNQ+x/bZBp7Sta/wAJlGG//VViK8gVpisSNgt8qk5OOwpEmmtpiYneKQAqSpKn6VK8U9pNE00DowIdQ64zg/8A1qL69n1C8e5uWDSORuKqBx+FJjIreD7XfQwNIE85tpdugJ7mmtEbe5kiaSNyhwWjbKn6Grd7DbQzKlrc/aI9gJkK7eT1GPaqUEghuUkCI+1gcMMg+xFIDQtb6a2tLi3hYKlxtEhxncB2pLVrKO6zfWrTwkH5Vfbg44PuM9qW7u1u7ya58pY/MORGgwFGOgpL2K2jljW0naZDGC0jDHzHqMdsUAVBaS6oy28fliR8/fcKoPpk1X0a3ur5zYW0ckku7BRPbuatXVhc2tnFPIhEUyl4iPQHB/WqejtJbT3EqFklU5BBweal7gF0iyXTWzPt2A9OQSD61etZ47K5imNukwQ58t+hqDTLC4vze3kagCDk7mwTz0H86ngihmu4kncxxM2GcDO3PemAwspdyuVUklRnkVPqN/Pfzi4uWDOFCDHQACq06xrO6QuXRWIVyMFvfFTXpsWtbf7L5wlIPniQggHsBTAz/mO9iTsJBx2JHT8avafawXM5We6S2jCMQ7dzjgfnSfa5HsFs/KjEMb7yVT5ix4GT+lRQ28tzOsMKF5WyVQdTjsPegCLJRwSFbaeh6GnXs8E10zWduIIP4ULZP51BM2JjCcq4bacjoferN7p8um3JgneNpAoY+W24AHkc0gJRft/ZBsDFEQZN/m7Bvx/dz6Z5rR8PeJJ9OuBHcTu1oeOfmKH/AArLna0NrbLaiUTBGE5kHU5yCPbHFQAYAGBiolTU1ZlRm4u6PbLO6iu4UljYMrjIYHip3VduA3bkdcV5P4b1PULXUYba0zIkr48onj6j0r1aJZCuWGDXlVqXs5WPRpVOdXABMZB/TrSFxuyuc9cYp+SRnbjPSomjJPHWsbGtxHjPTAx3BWug8Cpt1uQgDHkHBH1Fc+XOe4HpXReBif7blBIP7k8/iKuHxIip8LPQ6KKK6jjCiiigAooooAKKKKACiiigAooooA8i+JYI8RxvgkC2X8OTXEs0m8N5BTI+8O9d18RnRfEkYIBY26ckZHU1yHzkngYHYHrXn1PjZ69H+Eg0+5ktLqG56NFIHH4V6B8S0W98BT6jbhGeNFmXcu75WIz+orzxVGSSWOT6dK6TUfEdta/Cu6tLp3abm1UEYyrEEc+wrow2srHLi4W948Ki1a7stdN+WXzjLvLbRjJGM46VJctm4JOP3nzcDAzViXS3n02W/Cq1vE6oTnnJ6cfhWa++FQGJaNfut3WvWPMLslzPPDDBK7MsIKpu7A9vpUstwslvBEIIx5K7VYDBPOeT3q3axW0Ucn2+JneSFXgMbjhj6+2O1VIbKS5vUgilijZzhWlbC5+tMREbaeeJ7hYnaFG2uyjIX6+lSIABxUbTXdos1osrBC/7wKcByOKsaXdWkd0DfQPLFg8I2MHHBPqM0xFwPajT2ia33XBfcsucbRjpjvzUljYSXwmETRAxRl2DtglR1wO9V1RpCAoyzHhR3PoKJIZ7G6eGVDHMgwyk8rntTQhSgFXHvnmsIbORU8uFmZSBgnPr61Xt5hFKkjxrKqnJjfow9Kku5YpbuWWGLy4nYskY/hHpTArf2RJPDc3MUkSxwRl3DN8xHsO9FtfIbTbO+JI+hP8AEKuXtldac6LMBiWMONrdVPr/AIVTtVtkvUllgWQICfJY4DHFNaCHeeJEb7wBHy4ODn3p9tEkrCNnWMYwGPTPvVCVZYGLKvyZztBzgfWrEvnW6RGeJoxIodCejA+lUAySP5WGPm6VIjxmFSwXcBggjvSqVkXgjJp1zLHPeqqxLHiJVYj/AJaMBgsfc1AFZzC0iogIY9gepqO+v2iU2lpnzCcO4PQegp7Ku5jxkDgnsaoWsYV2mb1IUj+dJjFjtxbpjqx5OavyfZWu4/saSKvlqrbz1fuR6ClnEElrbLDFtmAPnOWJ3nPGPQYpqW8gi80xP5Z/jK4H0zQgLjwXVjLE8qPC330DcHg8HFJNcTXUzTXEjSyMclmOSajluZJzGZXZ2RBGCTk7R0FWWgtf7MWdbljdM+0w7cbBjrnvmqExb37ADELMShTGDJ5hyd3cfSq3kv5XmCNvL4G/bxnsM0xtxj8wBtucE+/pSyXsqWsVs8paKNjIiE8KT1oAfc3Fxc+V9okZ/LQRoWOSF9KdJBaDShcC4f7WZfLaDHCjGd2e9RwxRy6fLcNdok4cBIDnLL3PtUBGaQx0Y6nip7u8E9tbQfZ4Y2h3BpI0AMmemfpS/bIE0sWgtUMxk8zz93zDjGAPTFJb6fc3kE8sKbxbqHk5AIBNAEgsZzpI1AFfJMpiI3DcCAOcdxzVdQFJViKiLhVG48dquWeqva2lzaxRRubjbuZ1yVA9PSgCCWRmYGRiyqNvJzxWcbmS0uJS3zsQNpbnp0rdsGskuQb+3aeHacKrFcHHGfUZxWHfIZIg/GR1x2NKWwFm0YmHzMkljuYgcZNTEMzhFBZmOAB3NRaFqk9kkwgIBljMbZGcD1HvT1LBxjJYkAADkmhbAPnt5raQpPE8TgZ2uMHH0ouIYo4rcxXCTO6lpVQH92c8DPepdQhuxfSC+3i4QgOH69OP0qvdeTHp0LwXKPO7lXiHVFxwTTAE1SWytp7ZAhSYDzAUBJ9Oe2Kz457gTLLE7RuD8rjqKtwx2h05xLC5vTJ8kit8oTHOR3Oan0y5isLtZJbaK5i/ijkXIP09DSAqw27KyoiMzscADkk1Nd289ndPb3KkTxna6nrn0pTMWdpM7WJLccY+lNDPK4kkZmOAAWOTimkFwVNi+560jEKhZjhQOTUjcnjrW74S8PPr2ofaJFxp1qwLk9JpBzt+nrUzkoK7HCLk7I6HwR4eNrZjVblCJ7gfu0I5jj9Pqa7EemScDgU4hlHyge6j+lKASzEKeOi15E5OTuz0oRUFYYyZAKvx3Peo3XaBg5HrU6xktlRgjrVeYNFMDtbJ5HHX2qDS5G3HvXQ+BVA1qX18g9/cVgo7P80kewdMetdH4MQLrszYIJgI/UVUfiIqfCzv6KKK6DkCiiigAooooAKKKKACiiigAooooA8n+Ipb/hJYxwV+zpxj3NcmQC2VkHHA6ZrqviOpbxNENwH+jLyfqa5FIwGUhVLdyR1rzq3xs9eh/DiWBNhMM4OO22sLxdJu8PrFu8uJrhGYbehGea3FOBjy1H0rC8WB7uxht/kABaTLNgkAdB61eFb9qhYtL2Tuchh4jNGGzGTtJX7rYp9ktp9qT7dC0tvn5gjYNQ20zvarC2NqtkD36Vd+xk6W94JY8JII2QsAxzyCo7+9e9ueEZlzA1tcyXFt9zexCeq5/wAKnkDGNJjGyBxkBhg/WpiQW5IwaqajDcTOJhIzMqhQM9h2oENiDSuc5PfmrV+1m5g+x25h2x4lyxbL9zn0qna31vFBHGRILrJEjH7pHb8atNGsg3ofr6UlqBNFvEaOQwDfdb1x6UsjvJI0kjFnY5LHqaab65NvDZu+beHJjTA4J6nNW1tlksZbjzkVo2A8tur59KtCH3AsvKgNt5nmbB524cbvaqsjsFDeW20tgNt4z6ZoVXdsIjMfQDNS/abk2P2NXxbl/MKdi2MZpgRiRnJZmJY8kk81ZZrM6cgMchvRIctn5dnb8ajtHslS4W7WQzCMmDY3Bb0akht5bmQRwxtI56KoyTTQia3sZprO4ukj3W8GPMJPTPtVO4i8/BJJwMDJ6D2qwPNgMkWShPyuuffoansTbJdxtexNJb5/eKjYOPagDOWZILJoTagzBwyXA6hecgj+tRhzMwljALR8tnuverkqruYggAk4x2FV7/T5rS4eGeNopR95SPbrSGVLts2khX+NsCrES2zabGVRxcByGz90KOmPc1HF5U9j++doymQpVc5btmtOG9hgt9jP+7ERUwFc5Yjr/XNSBQEbFSwU7V4J7CpWvbj7CLJnZrcSeYqejYxUltfz21lcW0ZTy7jHmZXJIHQc02ys5r+7S1t8GaQHaD3wM4/SmA+0sxc2tzMbiKIwhSqSNgyZ6ge4qEqMjIppieKRkkTa6nBB7GtDTJrWG6D30Hn2+0hkBwSccc9qBFZtRnttPmsUZVhlbcwCglj259qrWenG9t7mZrmKMwBSEkbBkB/u+/tSykSzEKu0M2FUnOPbNFxYz2c4huYjHIRu2kg8djxQMFjCjA6etT27W6W1zHPamWV9vlOH2+WR1Pvn0qfTbi3tI7nz7aOZ3iKws/Plt64+maht7W41C7jtLUKZZOF3MFBP1NAEmmaP9ueRTcxRNHG0rGQ9QOuB3NVSrgfJIVU9eeDSSwSwXMkLyfOjFGKnjI4IzSRL5MySHDhGB2OMq3saAJbKZbGfziYpPlIw4yBkdR7ioI5IVdAScFvmcDJA9cd6ffzRXd5LcrbiMO3yxJwqjsB7VNeWUNvNGLa5jmBQMxQH5Gxyvv8AWgCW7jt4bx4rWYzwrgLKRjfxycdqqXtlLCoWWNkWaMSISOGHYinICv3ieegI61YvLy4vEQXEzyCIARhjwgHYDtQ1oCMTRzCl9i4jeSIH5kRtp/Or7uIpPMU7HByu09Poar6c1tb61/ppk+zMct5YBYj0FE2HnfHzpuOM8ZHapQx097LO43O7v3ZjkmnS2M9vHFNLC+2UfIex/Gp55xczfaHiijcoq4iXaowMdKY8jKI42fhQdi56Z5NMQ+ztHuxPieGLyYy7CQ4yB6eppLQ2q3cb3iSPAvLJGcFj6VNZabPqEkggXcY42kf2A/rVN02njpnr60wFIVpSIw3lg9+uO2aeSCaaF2KB37n1pkjbU4xuPAqtkBPbW0+pX0NharulmYKP8/rXsOmWcOjafb6fCpMUIwZB/Ex6mue+H/h/7FYnV7mMma4G2AEcqndh7n+Vdg0JmIVdynPp1rzcRV5nZHVSg4+8BVWVmU4IOPSnAbUGABzzg55p20pEOoHQ5/nSw4yQQAT+tcp0oidzGMk7eOuKVCZYB85BJP4/WpGUkjaSB2BqLYylmyxyccjGKmxSZHL8q/PjdnB966DwbtOsSFM48lv5iuelJbbzkAYrf8EOp1eVduGEJ6fUVUPiQqnws7+iiiug5AooooAKKKKACiiigAooooAKKKKAPJ/iMrN4jQRqrMLZTg/U1yiwyTIZXUjaOmcZrsviHKE1tNskQk+zrhXPUZNcift021Xa3MZ6hSMc1wVfjZ69D+GiCWRooI3eN1VmwAORXK+MHY3NmvIAQnOOCT/9au2gtEiDKkexhznGR+ANcJ4uvZ5NZltGm3Qw7QFC4G7HUj17Vvgop1LmONk1TMWB7dY5VKyC4LhlYfdK4wQfxqUoGP8AtCqmMMGxkdD9K0XvXmtre3ZECwg/Pt+ZgemT7V7B4zE06WGG9VrmHzoMEPGTjP406KKKa7CNIIY2b7xyQg966TTvh1ruq6FHqNnbhZHYkRTNsJTHBA965650vUbOa6jubWSJ7VwkwP8AAT0FCaEUdY0lFvJkhcP5TFd44DjsarWl9d6KZ4JrYEToBidegz1H+NXz8wx2qLUVa+ijWSUs8K7Y9xyQPSlYZPp6QardRwCeK3dzgPKTtFSMgjkZN24qSN2MZwetc6wa1lUK+44BOOx9K2dOuCdrjBYHd8wyPxFOLQrF60u57N5Tby7fNQo49VIwaZb+T5qJO7pHuwzKMlR6471Ld3JvLx5zGke7ACIMAYGOBUk9iYbS3uPMibzgfkDfOnOORVoRBe2saXcqW0nmIr4jc/xDsaZFPc6begMz291EwOOhU08SLGRyOPWnahPNqspuLmQyS42hm9PSnYCNpWcs7EF2JYn1JNWb8Wkd2y2NwZocA5K4wccj3HvVCW2FvYxXKXStMWYNbleQB0OajhuC77cAUkFi4rFWBHB6inXM010++eV5HxjLHJqcagG0qOz8mM7XL+aV+fnsD2FLb2iT21zMbqNDCm4REfM/PamwMk26xxuAwzJmTaP4cHFT6ZeGxuVuFijm2qV2SDKsCMc01iYb6KVSBk7MkZHtkdxU19ci7ujKIY4QFChI1CqMDsKkLlfAmuACUhDt1P3V/wDrU+6gl0+8eAzKZEGC8TccjnBp89jPBawXUqqIZyRGdwJbHXjtVY4J9z1pjBZVVwSgcDqCeD7VZvrizlvGaxgMFtgbYyc4OOefrRPcW72NvDFaJFNGSZJVJzJ6fSmQadc3FjcXkURaG3IEhHbNICT+zbn+z21Eov2TeE3bhkse2KZBOgvYZLlTNEhXchP3lH8NVlZgpXcdrHJGeCfWrsVxbx2NxA9qJJJWBSQvjy8enrUgadh4duNZtru/tpLOxsoSQpvbnZuIwcKSMtjcuTjAzWNPbz2koSZNkik9GB5BwcEcHkdRXtngC30q98J6ddraRx3MIliP3sySIQzbe2GUZbpkisn4waOgsbHU4gqCGZ7Y5jCGRW+dCuOCoB29KyjVfPZmjiuW55KRuBySd3Uk8+9XNSu4LuZWt7RbdQoVgrE7iABk+/FJiwOmQkNL9v3tvUfc254z702G1WayuLk3MS+TtAjJ+dyTjgenvW5mElo0Onw3fmxFJSR5e751+o9PeqqyMw+RGOOeB0FMkKqRnknj3q1FrFzBp81jGcwzEEpjuKAJ/t07aVHYtDAERy/mbcuc9s9h7UsKWR0y5klaU3i4EUYxsYE4yfcdaTTLSC6kkF3dmALG0i4TO4j+H2NViCfu5z14FNiMq6+S6iyMZOK07+xjs2jEV0lwWQFimcI3darXe5rSZByGwfxHQ1bsoJ9R0drxIiY4cLI/YH0qRiXLWv2CA26Os+CZizZGe232p9pc/wDEtlg8qFjLjbKy5dPUA+9NtIbeS5WG6naCIg5dU3YP0pmlTWkcFxHcLK2QVidCPkOepHemAxUkeQRwqzSk4VV6k9qVIyud2dyEqQfXvT4riWCVZoHKTKdyMpwQaV2ZiWZizMcsx6k+tUkJkR689OvNavhTQzr2tqjg/Zk/eTMOyDov1JrHmZiUiUZZyMgcnFeu+FdHk0LSPJlg/wBJlbzJSvr2GfYVz4mqoRsbUafPI3tiRxhUGxRgBQOg9qUfvB1O3HB96Z9pXGHBXH3gwxSi4RhlWGAM8da8m92d9iQ7QoTJOPeoZAVGCQD70peNlGCuTzjNB+7u3DYBwScf5FMTQE7owcgdAcUjfeIwcnk5pkeFJJbOemKUncemCeDmmCIjhAwAO8jPP863fBLb9YlJ+95BB9OorAc5ftkd63/BLk65Kp4/cE4/EVUdwn8LPQKKKK2OUKKKKACiiigAooooAKKKKACiiigDyz4hFT4jjQojE269V56nvXIm3gdiwGD32noe1df4/wAf8JIgzhvsyke/JrlJBCFUMnzEZJArgqfGz16H8NEgllEeC5Iz1xzXm2tH7V4lugXCbpdu5+g7ZNegFiD93K4wAO1edXtpK27UGMZiuJ3CYfJyOuR2rtwK1bOPHS0SIJ4mt72a1JSTynK7l5Vsf0r1zwF4L02/gj8TahbqVlJa3tAuEjA43Y715ABtORzXtfwz8Vw3fh1tMuwqXWnKPK5xvj7fiDXfU20PMR1MXiOwm1/+x0nUXWwuqY4IHUH0OO1cR8YdDZbWHxHagqRtgvgvRlz8jH3B4rAkluNZ8fPqHheylWRJhIT/AAB8/Mc9gfSvWfENpdal4WvbGK2hnnuYCpgd8Lk9OfY81kvdYz50trlbeR3aBJw8ZTa/Tnv+FQweSrlp1eQEEBVOOexqWayOn5tbhyt7Cxjmt2HKEHrn0NDQKrQFZA5ZNzgfwnPQ10biMC6P70nnAOD9atwzM9pDCsSAxZ+dR8zZ9as6nprW1ik8F7G8V05LxR8lWHr6GqelPGt4sd1M0MXXeqZ/CoWkhs0bS2nmhml+0RRmHB2SNjeD6ep9qsRyFlBJ5pHiWW3WcYIPPNO0+9hsbgSSWsdyhBGx+mccH8K1RDL8NzAuny2728byOwZZD1T1xSWsUE0Vw0lysRgjLrGV+aT2FU7dTcXMcCFA0hwC7bRk+p7VZurdrW7ltJSjSRNtYocjPse9WCK5PmxkDp1qJZrqxjuYEQFJhtbK8qfb09KtW2pTadeRz26qzxNnawBB9iKrvcT3M7ySAZdi2Pc1LQEVi7XV1FbZVWchVMh2jPuasSDyZ5IvMVijFSVPB+lLqFlFaXbQiaGcYyHjbIP+BqkYSGLKxGe9AE9wcW7ttDEDjPY+tOkglmilu442MKbRIy9FLdKmvLq2uZWa3tmt0YDMbNnnGCR9arR3E0dh5MUzqhJV0B4b60BYZuYoELEqpLBc8AnqatobP+ypEdJDe+ZujdcbVXHIPrml0+zgu5jHPci2TYzeYwyAQOMjr7VAsbFvLjBkYkhdo+99BTBEaQyS7vLjZ9qliFGSAOppu9tmzcwXOduSBn6VaiuLvSriRomaC4CmJj/EoPUfWo7AW0l9H9t8z7OW/eGM4bHqKkZNYx2X2hvt3miEI2PL+9ux8v61X8tnkVYwW3EBR3JPSrE6xteTC1B8neRGD1I7U2VJrOeJpI2jkGJFDjHQ8HH4UMDR0/xXr2gafNptjfS2kLyF3QIAwbGCQSMjj0qpHqC3eoQya1Ld3cHRszEso9Rn+VVLm6e8ujcXsskju2XYDLEe1O1FbSO9eOwlklt1VdsjjBY4547VNlcdxLe3kvr4Q2ceWkchEz2+pqPy/IkkDMCVcqSOmQaY0U0TRqVaPcAwJGMjsRSmdYLyJ2j8xY3DMjHhvY1QiWy1GWxvGliVH3oyfMoOMjGR6EVPpOni+vUgMqRAglpJDgKAM5P4/wA6psrTXRmKJEJXztHCrk9vatC4s7ixuGguYjFIvZqEDIpIvJkeM43KSDtOR+BqSyvG0+7S5ijjd0yFEgyvPHIpbR4UvIZLhPMhVwXQfxD0qOcxXF45gh8iN2+SNnzt9s0CK7xm4m8uJFDSvhUHAyegFVdPa506a9sJA8ZP34m45HqK0b21udMvFimAjuI8PhWztPUVkSSSf2qlwzM7tyzNzn60nuM0Qm9VkBwWXAJqqYUt7mS3EyyxqciVP4gf61r3V7/aM3nlI0wqrtjGFGBjIFUzp0ssN1eI8YSLaCrNgtnrgd8U92Ay6a1lume0jeKHqEds4OKj3Y70iLmPd681HKHdPLjXdJIRGgHdjwKpuyBK7sdT8PtH/tXWH1WZM29q3y5/ifsP6160uc56n6Vj+HNKi0HRLawjAby1BkYD7z9zWxuJGRg+/SvHrT55XPRoxUYkoQEZYDcDxxUb2cLHLKG/CgSsMg5yOTTzISx5J/CsrF8xVfTV25Xeh9c9Pwqq1pMp2xujBf7w6CtNnIG7rjsTjNRB88hCD7c4oaDmRQ+zXkakiNGz6GmPcTx/6yEr6ZFafmYU7hyQDgmmqQMlfve54pWZV0ZP2xcAFDuArofAbO2tzMy4zAefXkVnSQCQFiqsenKAmtnwbAkWsysqgMYTnGfUVUfiRNRLlZ3tFFFdByBRRRQAUUUUAFFFFABRRRQAUUUUAeX/ABAVm8QR7epgUZHUcmuXBdBtkGccZHWur8fceIIuM5gXAz15NcwgV224K5NefU+NnrUP4aK9yuLOZtjErGzAjqeK8nXzPLAD4Gc7e2a9a1Yuuj3jBy2IHxgYxxXk9mtvLMn2l2iiwdxQZI44x+NehgfhZw47dFmCS0Nk6zmRbvflCgBTbjkE/WiMsjeZGzAqPvL2quEMs3lQIzsx+QAct+FOhM0ZlUSNEGXZIAfvD0Negecdx8N/FVv4d1K8jvLhIrKeAscjP7xeVx9a9H8G+NI/FGoahbeQY5IAJYeeWjzg5HbBrkPhfo2lX+lSXdxFHLNaXg2LIoIXI4JHf8a6jSfB1voviK+1+TUPL8yV2SOP5VSMnOD61hKxRw3xX0V4fHFpe2tu7/2nAAVVesicH9MVxdvDNNMlvCm+ZifkHXjrXc/FXW5LzVdOtbZzstszrIrdGPAGR7c/jXAQXc8V2JbaQxypn94Oq56/jWsNhMiuVy5UAlfpis66DCNF2qApPzAcnPY1rsxO4sSzHqx5J+tQX620sUYtw4bYPNDdN3+zTlG4XE0a/MZEbxJKEOdjjKsPQ1sXs9tdXcssdoIY3bKoowEHpWBZvLdyRoiRx+Su0FRgke/rWxLp2qQ6fDf+ZG9vIxXbkbgR6jrj3qo7Aya801rLyTKmBNGJUOcgqelVZDIwKhiPcdar/abrIWSMk9BV7zYZdLWM28qXm85k3YUL2GO5qiR99eQXMsbQ2sUDBAreXklsDGT70k9jcQ6bDqGUMUrFQN3zKR6ikt9O3adPercRDySA6E/OSTgYHp71VkLFQCSR6Z6UDEZQzD1qeWS2+wQIscovULeY+RscZ449cd6sQXKpps9v9niZ5cbZiPmQdx+PFR2umXmoTNHaIjsqFyGcDCjqefSgQyLT7yaye+WAm1jOGlyMA9MVXX55PLb5UyCWC5wO596mhmYRPDvwrH51B4bFQtIFbcwIAOM+goGWbyGKC6eKCbzYkxtkIxu4piSS28sdxCzI6MCjjjBHNRfZmMXmhmaFWC7xyNx7Zqw9xLLbQQO26ODPljHTPWgCG5c3E7yyOWeRyzk9STU1zDZwyQrZzSTK0YZ2ddpDHtj2o+z25sTcG5VbkybfIwfmTH3vbmoBweOtICRg6BTgjdyp9fpSXl1Pez+fcyNJLtC7mOTgDAq0b6aaxgtX2eTDkoNoyCepz15py6cbiwuLtZolEDKpRzgtkHp69KYFe8s7eG1tJYbtJpJI8zRr/wAsm9M9+Kp8IpLZ+nrTlIAAH4Vofay2lDTxDF80vmGUrlxx0B7CkBTmvLm72zXchcIoRF6BFHQD2qCU2ssduIllFxt/fE/cJzxj8KuSPYR6ddrPHMbvA8ghvkPPOR61WsbC6ulkmhhdooeZHH3UHuaAL17YXFjaW00oUecu+Pawbgd+KiSaS4YySytJIerMck06bDW5BY4A4GadbSWjaSqpCwvTJl5C3ylO2B2oQEt9NbzTo9tarboI1DIpzlscnJ9TUF3Y3Vokb3MBjWYEx7urj1Ht71MbaX7M9wEJhRgjOBwCegNQTyPJFGrsWWIbYwT90Z6CmBWlkeVy8jFn4ySevakv47CNbB7WSZ3fmcSYHltnGB7d81PNFaLYQus5N2WO+PbwF7c+vWqQMIuYTcLug3jzAO655qZDWppCSBbJLcW5EqMWM4cndnsRjpVWZBISoyW7jHSvUrDw7YR2w8gZH+13FaC6TZISTCFY9SQDn8a4XjWnsdscImr3PHMdljfb9K6bwZoE91qialcwMtvan93uGN7nuPYV6HHpliFBEMZx7daspGqLtXhewA6VEsY5K1ilhYp7irlEAVeAOuaGlOMjdntxTtoHUdfejKg/dY/0rmNrCCVgoII54+akDksWBUenXml4yCy5PXkU1vL3fKAuOoIppkNDkkZs5YLnse1C5+6HT5eQOlM2o2Rs3Z5x/WmlFUsUJUs3zUybE2/cwDAM/X6UwsR0/lSLIidFx2yaTIbG1SPUVLZaRHu2kDdjPqa6DwaSdalG4EeSeh9xXPyM2cKCBXQeDBjWJM5z5J5P1FOPxIJ/CzvKKKK6DkCiiigAooooAKKKKACiiigAooooA8x8ernxFESBt+zqM++TXNM2HEbAEdzn/OK6fx2CfECDJAMCg4+prmETDYYbh6etcFRe+z1qP8ND7iFJ7WWJSSHjZSueTxXj1z5JuZPs8ZjhBwiE5IA45PevZYwGUBTtz3ryTV7Y22rXsYX5EnZcgdOeld2CejRw41apkKwyW7RzSK8fOY2IIz9KI7nyrpJFVH2nJDjIJ96Se6luIoY55WdYVKxgn7oJzio5XRghjj24TB/2j616J551Xg7xNc+H7u5CtCbeeMtIso4LKCVxj34o1fxVrWuBxPcGODq8UYwoHue4rnbnTpLZ41a4jbegceWckZHQ+hqexuHsZ1lhJkkAIIfkEH1o5UBHcO7IQzZY9wc8UttOpsWtvIQybsrKeCo9PelKl3JkIbJzheBQPlPAwKtKxNwMfy/M24+nQUxkyOOKeW3MKIyk10ltHInmyNtXc2Bn3NN7AVdLtCb65bzo4/LjLlGPzNzjgfjWiJGPBJO33qm9m8eoN54AkhYp8p7jg81q2U0drdR3EttHcxqctFIOGFTFaDBdQaPTp7QQQlpSCk23519Rn0NRWOn3Go3K20UsYlYEje20YHvUYjlu7wIgBeaTCgDA5P8AIf0oureayuZIH+WWJiMqc9O4IqmBE6lGZc5xwSOhqxpstrb3Ye9tBdQ4IK5Iwex496qRXCrdRtcKxiDgvt6kd6lvLuya6keySVLcnKpJ94D0pATRRtMyRRrukdgqgDuTwKjb7Ra3JSQPDMhKsDwR2NN8+ezkR5IpoGIDIxUjIPcHvUMl2JCWZmZzzubkmgVi5bwWxuY3u0keFTl0jOGcY6Z7VCkYDGPGQzYXceSO2fen3s1inlfY55ZcxjzFKY2N3APcUkmn3NvDBdzW7JHLzGWYfNjuBQxkUjahp8U9rAzxwu2Zrdlxkj60unKdRlkgR44ZljMgEzbVbGOM9jzUt1fvNM0tzKZJXOSWOSajv3027aFbO3aIeViVXbdmTuQT2pARnjrjiprW7jgS4WS1juBIgVQ/RDn731qK2W70eSG+Np59mrDHmx7kPtz1/pTTcLd3EkylQJHLY6bcmgC9plmL67W2NzFBu6PKeD7fWo9w2FQTjJPNLeWEthcLDLJEzlA+Yn3AA9OaSGQw3EcwVWMZzhhkH6imA60vZ9PeUw7f3qFGDKDwR1HoaZYxxSXcaTymGIkBpAu7b74p17dreXs90UCmRy21ei+w9qk1Kx+wyhEuYplZA2Y2ztJHIPoRQBnXyCbU3t7MNKAzBD3YDvVm0eS3t5FRyiyJtkAPDDrz+NU9Pup7HU1ubV9k6A7XxkrnjI96uxsk+oIl037reDMw469aQEllcWkXnG+heZHiKoitghuzZ9qo2xZUwqlsDJ9hU10kFxqbxaeJpYeRHuX52H0FSW1xd6Nfu0YMVwqlcOvKg+x70APW8uPsr2wmdYHO5owflY+pqSG1We3uHa4SNo1DIr/x89B71XtPJmu40vJJEgZvneMAsB60+Qr5jiMkxhiEJ64zxTEUZhh+vUcU4zwnTDam3RpGlLeeeqjA+UVbW7ktkmEaI3nRmMllyVz3B7GqdlZSXtyltG8SM3QyvtB/+vUsaPUvBV6b3w7AWYF4gYn+q9PzFdETnj8685+G96I769si2BIokUZ6kcH9MV6ODlT8pOK8evHlnY9WhK8ER7VB3dCO4oLOD94Y9DxSsRyccjtUZcjliMVkkascSSc73XHbNLvfHLED1UZqIyBcc/SpBIpXhtuaLk2F3lxndvAqQOAo4/PtUJVXYbgNw7g4NLh+AkhPs9O4rASGbCHB9RTozwwcYYd/WmsrIeRx/e60m4D7pUZ/vHgmncLCSKSm5BkdT60hTaNyksvrmnM5Ucpj3BpisN2VdcHsaQ7A7hV3Etiuh8GEtrDnn/UHqfcVzU0hA4+Vgexrf8DENrczdzCf5iqgveRFT4Weh0UUV0nGFFFFABRRRQAUUUUAFFFFABRRRQB5z42hD66h+1JGzQKoR8jPJ71zf9n3YJEWyZc5ysgJrovHBI8RR4xzbqP1NYC7VI+UYPfua45r3melSf7tEL28i8yQSRH6V534nF1Yapexh8wXu2ViV+9jt+Br1CGSSNeGlwTn79VNY0yPXrB7a4ZS3WOUoNyN7GtsPNQlqY4iLnHQ8citUmgmkeYI0YGxcZ3knkVLbQ9xjjueKsX+mT6WyR3A2ysWG3B4weue+arKcdsn1NetF3V0eW1bRkihnOXP4ev1p+wAfLwPSmjrT92FLEHA64GaskQcGkdlG1WYKx6DNV5Z5NjCM7eM5/ipZIGjYgghurA0XAzbq7uN4jX92hPVeprUutLudJmVHMbEgOHRgwIIz+BqlJbrMzh5Fj2ozgt3IHA/Grdi/m2MY6nODmoW5RJHMJs5bDnrzWje3ENxMskFt5C7QpXdnJHf2zVGdEaxSJLRBcRsT9oDEMQegxTLbz2hnZ3jUQruYM2Cw9h3qhGgIJ0t0udriJ8hZAOMjgjPrUTFSCKWC+kns0gEreUpLBM8ZPU4qaaS0GmeUls4vN4zKHyCv07HNUIi1H+zg0QtfMzsHmBum/HO32qF7GRLJLySErbSNsSQ9GPoKLbT7m8EvkxF/KUu+SBhRyTUBmBhERZvKDbwpPAPrUjsTT3zzqiyzPIsahEVjkKB0Aoe4sf7NijhtHF2HJlctkFccYHbnrT7C40yITC5t2kkKHyWD4Cv23DuKS2t5LuVYbeMySMCQq8k4GaAG2tjqF7bz3EERMMC7pXOAEFRMJ2iWJ5WKJkqoPAz1qxHJJEsiK7KHG116ZHoRU1g1mtw5vxIYPLYARj5i2OMfQ0WAht4LEWE6ywO14SPKl3fKo78etNispJhK0ETOYk8xwgyQucZ/UUoGW2jJycDjk0+G8mtfM8iZozIu1ivBI9PpQAC4mNktq8rNbo5dUY5AYjBxUT6bbvp8l3Ddxx3ayALBgnzFxz9DmprKNLq8it5ZRCjkgyN0TjqahliWOR1jlWTBwJFBw3uBTAqQ3DMQsnDDjmtq7ubee2t0it/LkijCPLnmTvyKq2xswk4u7UzM8e2PDbCrZzuzUen291dXAtIwrSP90uwUfmaACKyuJrJrxI91vG+yRgfun3qQoscRA4GOlVRIdhTcdmSSnbPTP1rTtbuFdOuoHt45Hlj2pIw+aM+ooAyhPH5UaJAiSRK2+XvJzwD9Kkv5bQmCGwSUZjDTGQ5YyHqPoOMUlrbxyRSFmCleQD/ABe1VypF03Bxnr6UgLUUV1ZNHIySwP8AfjYgqfqKSd5bi4knmcu8jl5GJ5JPU1bu5rm9ETXErSNFGIlZjkhR0FRXEFktjbGOWY3fPnAgbOvGO+QKAEvorW3nRLS5NxEY1YyEY+Y8lce3SmQyNGykHa2dykiq+0DpU897Lcx28UmzZbpsjCqBtX0z3pisXb24l1K/M7qplmKjaowM4A4FUdRsJtO1Ca1l2FozjdG2QR6girZtZ0tIrpo28mUlVftkdfxrPmBDMB+FJjLXh69XT/ENpO3ClvLY56A8V7NlioKdx1Brw7UVsY/KNg8zERq0gkGAH77T3Ga9k0e9a70q2mzgvGpII6cV52Ljqmd+El0L6lmyCBx1z1qBlVWJJBU9ARVjK45XHvSkISOen41wtna4lVgAOOR9aQtxg4JzU7xZzyv4VA6FVySM0EtBkMcLtDZ4HShSV5INMTcXwKeM5bbuKj9KOohVnbJ4+oFOa4Xb8wU4PQjBqIS/eJTIHGcUhYFVzu9RuXNO4WHJKpQlUYHOMDnNMLIeGAyfUYNMbHHHPsKXYw5Tcfai4WB0+Xgk59a6HwGu3Wph/wBMD0PuK5ss46qPwOK6fwMWOtzEqQPIPX6irh8SIqL3Weh0UUV0nEFFFFABRRRQAUUUUAFFFFABRRRQB5N8RNSgtPFEcTy7XNspC/iazLV1uBkHkDgGsn43W7HxhbygEE2agHscM3Fct4d8SNayJb3LHYTtBP8AD7VzTXvM7KVRNcp6MsTB15PXseKmRGWQlWyCOmKjtbiG5jDRnkD161YDEA4xj09aSRo2UNV0m01iwaC6Q5HKOOqH1rym/wBLutN1FrOdCZM5XaM7h6ivZ4wrY3AnByBUctvH9oyI1MmMbzjIHoDXRSrSgrGFSipu55Vpeg3moT7djRp3LDrXdWPhXT4Y2jZWO9Cr4PX3z3raaBcAKMAU+CNRKDnbx0pSrSbu2ONKMVZI8b1LS00iSSCeYPOJGj8ojBwOjZ9DUa7PkkdPMQAZXOMj0zXsl5oWl6hdi6urCCadVChnXJxXnfjOxs9O1OSO2hMZf94wH3cHoAO1dlKsp6HHVo8mpzOqJZTXMpsI2jtsAIrHJ6dz9abomqJpYuYZrRJhJGVRmHzRkjqtRl9oBKnB9uDUl1qEl5BbRS/N9nUqjY5wT0P0rcxCG48ydBJMyISNx25wPpV69t4Y55IElWdQfllUYDD1qmbVRa20q3KSSOCZIl6x88fnU6KAAGGeKpCK1vGtleJJIsktsT86RthvwqaO8jnlICshL4Cntk8Vcvbo3cok+zRRBVCERj72O596ryWUnlR3KxuqsflkxxkHpn1pgXZop7Kd4542ilAKkHg4P8waZYvZwX0Ut1AZoUzuiHG/jGM1Qaa6Mm+eSSQ9yxyTVuSWwNtA8LyC5Zf3yEfIpyeh+mKAK01pEZGeFNik/KpOcD60b77SLsjbPb3CjH90gHuKvLZXLWDX3lZtVYIXLDG49Bjr2qtqFzNPKJZmkkduNzHOP/rUAV47lHmBlZvnYbiTzyeTVq+WCG8kjspzcwA4SXZtz+FMvLixMVu1nbOJyp88O2Ruzxj2xURgvWtDciFlt8hfM/hz6UgJtl3ZywTTxtE2RJGJFxnB6/SkuLtrm4eaY7pJGyxUAZ+gqK4u5boQi7uHkaGMRJ3woPApX+xLZRyRPJJcFyrxlcBQOhz3zTuBPfQ2sNxstJnmj2KTI64yxHPHbFMt5jE4lRsOjAg4yKqNJMIhL5DeUWKb+27GcfXFWrjV7i6tLaA28afZwQGVQC2e7ep96AH3l1Je3ctzLgNI244GAPp7Ul5ZXGnSQr58UrSRiUNE2QAenPrTGt5FsIrn7TCZJGIMAzuQdj+NQ/vcDcQPb0pACHDgugYBvmU9GqxdXMUl3I9rb/Z7c4Cwg52ge/enSzRTW1rFFaiOSJCryhsmXnOSKgminS3ilEX7uYkI+euOuKAJ72ylsNS+zy4BRQ/ytngjIzVGeWVRIsTYEmA49QOcfnT5CIY2Xezyvy575qa6u/7RuHuGgihwioFiXGQBjJ9T700Bc0eNNQguBJPHCYY/MBkzhjnG3681BLC8o2xqzE9AoyainhgsrtBbXP2hGQMzbdvJ7Y9q07K9ubGQy2smwyRshPYqRgg0AZQvdunNZGCIky+Z5pHzA4xge1SRWDvpz33mxCNHEezd8+4+3p71XhszNepbiWOMtnDSHA6Z60sHQ+lIC4ru0SIXYqg+UZ4FOv3tDZWqwQMlyM+c5bO70x6VJavaC0uFmjdp8DySGwoOec/hVS4VjGX2kqvUgdKGBTaGRkZxG5QdX2/KPqa9L+H9491oflOxZ4WKEsckjtXnbXlwLBrISsLdpBIUzxuHeup+Hk5gvLhS6AS42oepI6n6Vy4mN4G+HlyyPRCDuyeCO1BDdgPyp5OPmOCT3qPz+cZFeU0esmRsFP3lB+pqIyKW+6ucevWp5jkZ+UGqjcHnFSMlj2r/AArStvY9Rt9AaYsseOBjjq3FDbQck574U0xDvLbAOBx707aVYcge2aZ5yeX976e1RGRBglg340BYlI2t97pTHcZwW249+tJ5hOPljKZ6g0kuMgKqe3FAmhjKSPkOeOma6XwIxOtzdQfIOefcdq51uBtZcEeneum8D7P7blwAG8g5x9RWlP4kZ1PgZ6FRRRXUcAUUUUAFFFFABRRRQAUUUUAFFFFAHm/xD01dUvI7d/L8vygX3Llh1wVPavEtd8O3Gm3DFSJUB+WReh9j6GvoDxWV/thFboYhz+JrAl02yuI5lmtkkSXlxj73H8655bs5lUcJux5L4c8SPZTCC7cmLpk9Vr062lju4FkiYMMZyvQ1594i8Ii3tlv9PWX7OeolGJIvZh6e9UdA8R3GiXQguPmiJ556e4oR6FOspnrUUe0EnOT0GOtNMUgYnAxnvTbG+hu7dJY3DKwyCDV0gZwoJFM0uU9ojwNpJJ4CmlWJw+7OSeo9KsGMsOOKQJgYOQaLDuRqx78jsc15x8SWIv7ZgBgw43evNekOrB8beK5jxrE0ej/altoZgG2OZF3bFPQj3rfDu0zGsrxPKxdyyWEdmzr5KMXVQOdx6nNPt7NJ7W4lNxHE0OCEc/6zPYe9S21lZteKLqaSGBmwzxqCV/CqkhUSuFzsDELn07V6Bwj4mCYB4zWrBdQpp0lvJbLJI0m9ZiTlBjoKqabfvYyu6LG4kQoQyg9RwfqKmtbdrqaOFCgdztUu20Z9z2qkIsW1mbqG4lWeKMQRmRlc8sPYd6qb3eLy2ZtgO4KGOAfp61NPC9tcSwuRvjYoxU5GR6U6zlt4rqNrm3WeEH50JxkfWmIjgeAWs6PE0k7geU5fhOecjvxUVvaXN9cCC2gaWU9EUc1JMglnYxYQM/yqO2TwKTbd6XqH/LS3uYWxnoQaAQkEjxhot5CMcMueCRV2NLJrG6a583z1TMABGwt796q2iwtcxeexSHeDIQMnHfFWLwQGWQWxdoAT5ZcYYj3oAzrOKRzIURnEY3NgZwvrU8lwfs3kYkMO/fsz8obGM1FZXU9tJKLedozIuxivXHpU8CQvcxxzymOJ2w7gZKj1FAxIDZmzuPMLpcZHkgJkH1z7VXBbBPl52jJIHQU9gPMZY2aQbsKduCw+lW7K7m0y6aQRL5gRkKSrkDI7ilYBiX10LBrJWAtXfzGjx1b1+tSW2nveW11KjRIbdQ5V2xuBOOD6+1JYRQXl4kV1dC1jOSZMZwcdMe9UZ7gMzJFlkzwW9O1AEbzdMcfWrcb2a6bKtxFIbpn3RyK+AqgdCO+aWyvhp8F0DBFK88ZQFlyYz6rT9O0v+0PMMtzFCIozJiQ4LADJx6n2oAgW0eewe6jniVRII/LJ+c+/sKrmVLZVRGLuoxknp9KbLcll2Jwn07VNbyOLGa28uMLKVJcr8wA6gH0NAxkl5Ld2sFqUiCxEneq4Z8/3j3x0q1/Z8celRXYvI3mZ/LNuFIZOM5J9Kns9NSezupRPDE0ABCyNjzCeoHviqpHA4oEQlTjjGPatWbUpb21tEkVFNvH5eUGNwznJ96gW7VNMkszbxsZJA5lP3lx0AqSxtZ7mCdoYjJ5I3ybeoX1pgVtc09rF4T5sbrJGsmUbJUnqD6Gm6UbISSG+ErRmJgoixu3EcHn0qLVF/cq2OOhpoEPmlbZ3kjOMFl5zjpSAsRYxt5OB19qsG8uLa0mhhcKk4AlGAdw7D6UyxuJdOvo5xGDIgJCSLxyO4qW3tRqN4kDSxQCZsB3GFU/h0pgULaxnv5JUt1BaOMykMwHAxnn8as6Bci18Q2MnIy+wn2NVJ4xFJIiuSAxUHpuGfSi1mht7lZZ4fNVRkckFSOQaymvdZUXZo9uLYAYA4x1FQOd2SIx+FV7F/tFjDK0mC6AnB9aneNQpG88140ketF6ETswxuAI9WqN2Qc7gB3A5pJY0ZRlS3sTxTAh24PH0qGaocpBTOcZ7daZ5T/f389sU7G1iWcgn0FI0235dxB9DQFxp3c7icgd6eXBj+7jIxkCm43MDg89SakVf3fIP0osSRhS3AUoo75HJoZH4wQSDQRt+YBSR12jP505d8j8ZQdxTsAp88fMSSQa6bwJIW1ycHP8AqD246iueIG3JVv8AgXeul8EA/wBsyn/pge2B1FXD4kZ1PhZ6FRRRXUcIUUUUAFFFFABRRRQAUUUUAFFFFAHC+LiP7aQf9MR/M1lREp1wR6VueKoi+qoQB/qh/M1johQ/MOlc0viZwT+Nk0ju9q4iWN5MfKJB8p9jXC+IPAKXMdzf2MX7pOXhVgojfvj256V3M80NvCH2uxAyVQZwPWsnVY3vLcXFhc5gmZVkwcDPTOPXtimjaldao8ne/wBW8PK9qjvH3Ck5I+ntXceE/GEOqQJbXLhL0deeH+lVPGXgya2sRf27FzEoEiY5Zc9fwyK85aGS3nW4gYh0PQdc0zshU6M+g4gJOQc+1SGPHPQe4rjfBPidNTVba6cLdKOp/jruwMjcoz6UzYpEDP3Rg1Xv7D+0dNurMqD5sRUD3xx+ta3lj1NMKEc5GR3qo3uJvQ8BvraO2WNVn81yp8wAY2MDjb9ayclJAwxwc4IyDXWeNtOGl+I7pVUiKb9/GfUHr+tc2915tnDbeREoiJPmjO9s+p9K9OLujgluPuLv7XdvcGNY9+PkQYVcDsKuXlpPYOizLjegdT2IIqjbwSmL7QI2MIfaXA4U+/pU7xBiSXP51RInnrg72O49TU99eWM93vtIXhiKgbGbPOOv/wBaia3sHsrcRhxdqD5zlvkYZ4wPXHekGiyS6c96HQQIwUneM5PQY60wE+eExykMm7DRvjAPuDSzSy3EhlmkeVz1ZzuJqvKlxJBHAbmR4ov9WhOQv0oDR29jh1ma6DjDbhs2c9vXNCA0LuC3t0t3guUlaRAXjA5iOOhPQ1FhmiLANgd8f1qnHOZVO1GIHXA6Vfl1Kd9PjsmffBExdB6EjGPpTAivrxru5a6kjhjYgDbGu0HH9aju/sqzBrQyGIoD+9PO7vSi3tptPMjTSfahIFEQHyhf72e/pUM0cm1pAp8uPAJA4GelADoVninSbEkZB3IxGMkc5FWJ52vL157pyglfdJJjJ568URXk94kKTyl/s8flR7ucLnP9ak1G1SCC3ZbmKQypudFPzRn0P4UAVb62Rb97eC5E8S4/equFY98e1TWgayu45UWE+W2THKu4N7EVXUBT0+oq1f3b6jdtcyRxxuQBiIYBwMD8aAFgtDdagqKQXuJDknhVyf5CqNysqTPC2MxsVJRsg/Q+lXZ7C5tYre4YfubhN8bBuozjpVEgrINqg4P6UgLelTjTpJJfIhmMkZjIlGQAepx61LbwNe3cVrCB5kjbUB4BPpT7xrS4uZHsoGt4WOVR2yR/h9KZcW0umzIjzRl2QSK0TZ4PTmgZDLG8EzRSoVkQ4ZT2NT2M1rHM5u4TNEY2UKGwdxHBz2warJKkUiO0SzAEZRicMPQ1LeSRXN5LPBAsMLsNka9EGOlCEJbWk19dJbWqq0rnCqzhc/iadE0sDzQiTAJ2PsPDY/mKLyyudNkjW4Xy5HUSJhsnHY8UyxeP7Qpn3mPd8+0/MR3x70wJ7j7GdFu1kiY3eVEL7vlAP3sj19KybJnWGOWPcpU/K47GtfUooXmnjs1doS+IhnLEdqy7W7mls4rSQny7Zn2Ke2TzSAtXd5Ne3ct3cPulkIZ2+gxVu4t47cQqLiOfzIxIWjBwue3PemTWSx6XBc+bEWkJBiB+ZR2J9jVO2Y7mXtTAHASQMyB0ByVPQ+1R6g8M93K9tAIIGOI4gc7R6Vo6tLb3DxyW1u0CqgV1LZ3EDG72zWVuaOQH7rrhgGH5Gk9hnqHhO5M2hQxurBo12MCOQR2rZO3dxnIrjPBOpSzw3kU0zSz79/zck5rqC7ORlWGeh6YrxqytJo9Og7wuWWdVOCOSOMVUlOOQ3PWl6tkgnjkk5pjYZP8AWEfNxgYrI2Gqxc5O4nv2o8vJySo9M805Y4iDuLE+5zUZ2AdwaSGOMgUhck+uBxSibe2FIPtmmCQkEKvFMVsIc5znrVpEtsnMrD+ICkWVsH9578Cq6ckJkcnGKV2KPs3ZB9O1OxN2X4Jm3AMnXvmuq8FY/tuXB48g/wAxXFxzLGckENng11vgKVpNbmJOQYCc/iKcV7yJm/dZ6PRRRXQcYUUUUAFFFFABRRRQAUUUUAFFFFAHC+Mr8WOoK7iQKsa/MMBSSSACTXMf2rcx4F3bTQsXYKpwQ47H1rr/ABVeWkOoLDchGBjU7XXI6nFZIFteSJOEQyRrtV16gHt9K5ZTXM0cdRe8zEl1Wy/s437yE2xGyUxn5lwcZx7VyiXF9oWriz1UMY75XukljbAkCgkMV6AkCt7xLaGxglAha8u5o2dYoYflZR1LY6YzWP4ahGt6V5k9kV04yHzJrtyyccFVY8r7gVSNYbam3e391d/Dy71CWddt3bxxQxdSjO4wCe/AzWJ4k0K3eO2e2CiWKI7kjH3gB0+pNdZcadBPd6daW1mttoVuWnhi7yyAcMf9n0q9LFDLuHlKT3BHSiQSqW0PCFkbTr+GePzEKuGO04xXunhzXbPWrCOa3mLsOHVuGB9xXD+KvDkE88k1lC4dVzLFt+Rs/wASn19q43TNSvfDmpLcWsny5wc9GHoacXY6adZTVj6GwrdsUxow3ANYnhbxTa+IbQEYjnQfPETyPp6iuj4YcVomaHAfEnTLZtDS/eAyyxnyVYNjy8nr7815Pp+nTX1yYYmjDKpY72wCAMnHrXufjiAP4P1EH+FVb6YNeKX9jNp9ykcyBJNocAHOAenSu6g/cOWoveM8yzCMxLIwiLbtmeM+uKu6fdQQxzJcWwmdkIjkLH5G9cd6qj5XDFdwByVPf2p91cWz3bPbxGGEgBYyc7ePXvWxmWLW2e8uY4ItvmOcLuYAZ+poubV7eV4nc7lba4B4yKbJbTW8cEkse1JkEkZPcVI7eZHuJyf4j70xDrCSCGRvtULTRlSAA2CG7H6e1JBF9rmjgRGeeQ4VR3NS3dzDd3IlgtRbDaFKhsgkDGfbNNa1uIreG92MIZCQkqnGGHUZ7GmBEq3Fus6QSMnmoY5Y+mRnuPXik06OGSZor2cW0aoW8xgTyOgx701y5kLLIxc8ktzk1NNJGjLsDyqUBYsuCp7j3FACKV6LwPWkNxPFBNDFMyxyj94o6OB0zUlvObS4gu/LYKHDJuHDY6ikuLhLud5mWOPecssS7QPoKAKunQvLJNtZB5a78MwGR04qWQDfz2pNW0+2hlT7DcGdNisJGGOTyRjtjpUmiatFBLKk0EcrGNkIdclWIwGH0pASefb/AGAQm2BuBIW8/djC46Y780+Kyd7O4u/MhVINoZWb5iScDAptvZPdzxW8LoJJG2gyNtXP1qvPbzWs0kSurlGKEg8HBp3AfIxYAsScDaMnoPSrUk8UmnW8MdrHHMjEvKvWQds/Tmq2nXdtDM41C1MqlDt+YjY+ODjuM06CKW5LJboXkCM4UdSAMmkA82lwumyXuweQjBWbcM7j0GOtZwYvyR06U9TI0ZAY7XIJGepHSr1t9jSxmWZJDcswMbLjCgdc+uaAFkNo1narBbmOdQTcMWzvPbHpx2oktJobOO6MZ+zysyq4HGR1H60wjEZcD5V+8fSq013LLGkIlkMS/dTPyj8KEAk87ykFmZtq7VzzgDoPpV6aOyT7P9kkkZjGPODrgB8ckexpkVnB/ZguTdBbnzCv2crklQB82e1RRod3QkDrgdKYF2OaS1ljuIgvmRncmRkZ7cVk2FvdX91fzgB2i/ez4wvBPUD61t3V2LmC3UQInkRbNyj5n9zWM1vNZ3yh3UpcxCQCNsggHv8Aj2oAmn+WJgPzp1s1p9jC+XJ9s8wkybvk2dhj196el5FbW1wstrFO0kZVGfrE3ZhUGlWlxcI8kcbyLGMyMOij3pATXEMq2wmaNxExwrkcE+xqrd3093b28L7CtumyMBQCAPU96u3M0slilsX3RROXRc8KT1P6VUFpAdNe6N0PNWQILfbyc/xZ9KQzd8H+Ra63Btn817iEudvymNgen1xXpHnMoAZ3fA6sA3868b0i5FprdlMTgCTBOegNetfa4ioZZQR7c15eLg1M9LCSXLYkkaPkNBGwx1XK8VCY7TkhJkyMddwpxnRWUBwC3ABBwajmLr249K5NTqsgaGOUkR3SjA+6VKnFRS2s/WGNJQAPusGP5VZgkJUITgY/SnP5eRtRfXgYphYqNDKH/wBWy5OSpGKGjCoCFySTn2q4/wAv+raRe/yvxTWlmQDeUfI7oP507k2KvklivygMeRTfMXcY5Oi9CBVgSghsW65x/wAs5Of1qMLbk7gskZ/2lz/KncnlGFFSPBZRu/u8k11PgAqdcnxnIgI9uornECqu2OeIHP8AnrXUeBYymszEheYTyCOeRVx3M6i91nolFFFdBxhRRRQAUUUUAFFFFABRRRQAUUUUAeU/EOBp/EsahnwbdRtU+5rmI5rzS51CsylTtIPf2Ndn458+18RQ3jWzTWZhVJGTqnJrP1G+0S7tBcWUweQfI6MPmzilKEJI+drRrQxEpp6XHPHH4g0zzIpZLe4CMiyRPtZCeqk9waydH06DR5GsUAwV3RqXLAHqWGeOev1rT0iD7JotxJcDashyVPpjFU7V1j1SS3jiY+VBjeV+UA8hc+v+NcqVtD03J6G2GYqpJbpxmkxzkcMOhqSKFmgT5WU7ejHkfWkCnOD1qiG2NLHqDg9weRXBeKfDyXHnXNpZvC+T5iH7sn+0td+0ZYccH1qHDAlOh9KRUZOLueH6ff3ejXyXFrKY5E6N/Qj0r2bwj4wg1+ERvhLtADIgPDe4rkvEXhFr5Wvbe2Md6c+bFFgxuPUd8+1cHHJc6ZcpNC7IyNwehU1SkejSqKotT6F1y0N/4f1G2RQzS27gD3xmvnqR3crvJOABz29q9v8ABevvrumo1wrLNGQjsOkgx1rzDWdJtNO1/V7O7d4zG5aAouc5OQPpg16GHeljOsrMxmNs9jAiwFbhM+ZJu4cE8ce1Qrp8lxFNJHC0iRYMm1c7QehPtxU0FnNcTCK1jMsrcKi9TUAvLq28+COVow52yBD97HY+1dKMSoySKwJdmUcDJ6Vo2rWLabKJWmF55g8sJ90rjkt+PpSadNbQ3Kve2/nwYOVDYOccH86gjiMkwEY+djwo/lTAsWdpPdJNLEoKQrvkJbG0DvTmklaJImdjGn3UzwM89Kr3EFxp948EqtDMowy55APY1ZspIEnje4iaaAMN6K2CR3waaAdFNElpPC1rG0rkbJz95fUUtjZXOoTNDbRh22ksCwGAOSaacTXbCJQqyPhF9ATwKdcW8+n3bRSK0M0RwexFAFUkugidm2A7lGeB9KkitrP7NP5vnfaNv7kqflz/ALQp9mbZb2E3aubcNmRU+8w9BTSFMhEW4pn5d3X8aAGjzPLbKZVRkkDoPWob8yywW+zBeDO1lGCQex9avWl5PZtN5D7DIhikyoOV7jBptlZTXt6ltCy73BC7jgcDOM/hRYCKOOUWsNy2NkoODn7rA8g+9S2qKsomlUuAwbGeuDWbc2zW85lUAN0YVr209rJpjBlk+1+YNpH3QuOc++aAKeozR3GoTSx26wJI+5Y1JIXPYE1H/pNrM6EzQuBgggqauz2Er2YujGfJ37A+erdcVTubie5k3zyySv0y7ZOPQUrAT6fFb3N5FFcTeRA2d8uM7OCc4789qBFmQpGTLg4BVT83vim3ItUnUWRk8ny1J8w5YMRlgfoaZHe3FtcRS2jvHIhyki8GgY5dSubRbqCD5POURyjbzgHpzUljbWZhuGuppElSMtCFA2u390+lR20CyXKmeQoJH+eTGduTycfjUl1FHFczRwsXiRyqsf4gO/40wGZHqB2qzFqFxHZS2IYeRK6u3HII9/SmWGoNp9350YjZtpUrIoYYI9+4pbKzm1K7FvbgGRgWBJwOBmgRaitJZbG4u0KeVBgOC4Dc9MDvWEWI1NCw3DBG0ntWnudEKsWXsw+nrVM/ZW3s2/7SHXyyo+XHfNDGSas8M9w/2SLyo3ICR5zjgcfnmorKSWBJEV3TeNkig4yM9D+Ipl6zR2/mDch5KN7j0NT6Tb/a54opJxF5mSZZDwOM5NIC3DBFLZXLyzpG6KPKU/8ALQ9xWQ4zgn8K0JAUDISrbSeV6H3FR28ltDLK13A0yMhUKrbSG7HPtQBCLtItNe3FsjSmUSrOWO5MdgPQ969Oskaa0guI4QVdAcRnA6ehrzCGzmvrj7PbR+ZI2dqbsZH1NekeEJhP4dtyDlkyjYPocVw4vRXOvC6ysW5gyNwkinHy89Khe+l2vGI9xHIYnJrUO/nCfmaZLCJkYFVH0AzXDznbKD6MzIZbuGMRqoIByCD+hq1DOzN+9j2A/wC0Dg/hTGtIoyWTcPqcEVI0SkAlGyBxhsYNDswjzLcsmMhMggk++KVVOMuP16fjVSFZo8ryUJ4B5K0onYIhMMqk9RjpUF3LBVNh6rk55WlCemD245pivG2FyGwc8ih59jY3Z+i880guSIq4w2D7EZrpvBMMaazM6oFYwkcD3FctFKyg4QYzxjqDXU+CZFbWZFBGfJY/qKun8SM6r91noFFFFdZwBRRRQAUUUUAFFFFABRRRQAUUUUAYGrT2633lzyqi7Bw/Q8mse6i0G2mXzI7RZzkhe5/KoPGCSNrcaZSSOSAAxSZxwTluKwtklwHjnmSRPm8p4Y8vtA6iueW5x1H7z0JNT1lbmWO3t0Nuik/upFGZuOAPSmWFoxDQyShyziWc8gY6BR9MCrEGmzTxKXUMPkkM0w5P+76cVox28VvEIox8o9TnNTYyeo4EdKguVHkseeo6U24kmjkUR4xjnNQGeZtyOevHSmFhgHygbzinEjgnnaM9e1RNtjPB61TutQtoPPWWTb5KbmzwMEetIaVyS+vktbF5/PEYXDb+uAP84rkBpL+JdUuZkgRDKwLAdIh7+rEc027u/tUUbRKTEimWKI9hjgt6nvivQ/AWijTvCVnMXS4luAZgy853HIz704rmZ206XIuZmjoWhwaTZRRRx+XGg+XnJPvXm/xSshDr9vequI7iHDN6spwf5ivZmGxfnwpxjGa8++KNh5vhuG6CZa3n7Dswwa7KWkh1NVqeQSLdW0kchjkhYndGxG0nHcVVaM7iWPJOTU4klmeMSOzCNdq7jnaM9KsXJtPsEaqkv2oMSzZ+Xb6fWu4wKt1NDM0ZggWBRGqsgOfmHU/jUp06aO1guXU+VMCUIPpVe3tp7hJHiieRYgC+wZ2g9/pUySMEA3EgDoT0pgNvDJMfNkYvIwwWPX0q3dGzYxfYlkCiNRIX/icDkj0BppW2ewlMrus4YeWAMqRjnPp2qKC3llhlkhUvFGMu6n7o96EAoEsYjmCOqscpJjgkHsfrTZZWlyxcyOepJyTSXF7cyW8Nn5r+TFnYnZc8mrFvHZppj5V/tnmAAk/Ls9frTAS6itUMJtpjIWjBkVlxsbuAe9M8uSII7oyqT8rEYB+hpuxmJIRiB1wM4qxJdyy2kEErb44N3lj+7nqKAEvryW9uWuZvLDsedibR+VOurdLSREiuhOHjDl0GAM9qabRW0w3n2hMrIIzCPvZPOfpVdMbSCcUATwmETI1xCJocjcgOCR9ar26tJftFEpJdyI0UZJGeBVlrmGW2t0SFYpUBEjL/AMtDng/lUKRSwulwQyKx3Rv0zg9vxosBYlEkQeGTcpRvmTsCP61QMlqbOUnzPtW8BBn5dvc/X/GrvnQzSs97MyJIWZ5OpzjP55rOs7dpFaXqM8HHb3oGMEUhUOwIQnG739KuTXklwYjKTIYoxGnso6U+e8dLNLWSQeQjFxGB/F6/WoQrSWJuo2iAEmzyy2GPGcgdxSAuXsMdusPlXMcxeMNIq/8ALNu6n1qmH8tlbGQGBxnrg1AXc9eCKszSQtZ2qJAVnRSJZd3D88cdqYC3l4b++lunijhaV9zLGMLmn3FvPZzmGaN4pB1U8HH+FNexngtYLqVAIZyfKO4Hdjrx7UrzSXFx5s7tK5PJY8kUhEyrDIdtxOYIyDmQDOOOOO9Z0FrM5/dQyTEfMxVScD1PoK0dTFozbLIuYdqnMn3s45z+NQrJNaRExyPDvQqSDjKnrQMh1G+lOlQaa7D7MZdx2qC2SRk5/pUt0ltBdNDayNNCuAsjDBbj07Vnyfv54sHhD938Ksj5WwODSQFm2uRBcxSmJJVjYExuMhh3BqK6l+0XDuECeY5IA4AyeBU95dfbHV/KjixGqlY1wuR1OPc1Df2c9oIhNEVWaMSIT3U0xEVzBdadc+XIDFOmGxnkZ6dK7T4eXSvY3VocZjk3AZwcH/8AVXCyPJM5eR2Z26s3Jrp/CdzZ2nihoLN5HhniAzIuCHHXHt1rnxMOaBvQlyzueiOgVSSD7YPWoCW2/Nnd6DvVksCQN3PQUx+H5JP0rybHqKWhSd9jlSevvmkDKXJPIAzj1qw9uWOcfn2p6WqBTl1OfQ0w5mQnZheMZGetIwy/UsfcVI8QIwpPXvimgMqkn73Y0C3GBQq5Cjdgk02QklV4APX1pAWSTd2PA3UqgLywJGck55osAqwjDKg+XFdT4Hi8vWpeMDyCBj6iuYDgtzXU+CnB1uVR2gP8xVwXvGdT4WegUUUV0HEFFFFABRRRQAUUUUAFFFFABRRRQBzGuEDVgSP+WQH6mqMbKNojCqFyAAMYzVjxFcKmrLE2ATECpPfk8VTjOMdM1hLc4p/Eyb5T1OPpWfe3P2WbYYtwwCDnrVlbu2G8mdSR1A61n6nJJNcRfZzvAUDg8Dr1qWSRySLf7Ai7eD1PSo2Xyx1ywzmpyqIgUZ8zAyfT2rO1GYrBIEbbJg7Sei+5qWxFfULs2ywuoUKG3SFj9xa5W7vRqqeZ5ZIZv3cbdCuc7j7elW47q41y+e2SN9vSMH+NscsfYVr6hodtoFjaSuwM7kh8/ecdiB6U0m0dlCj1ZRtLVLW3L7MnO4n+ddt8N7nPhuXT5VBbT7mSAZ/uH5k/Q1xRlmmU+TbzyZ9EwKbovieTwlq17e3Vq7W11FGkkQcZ81TgMfbFXDRnZOOh7GyALgpnHJBOaxfEmmtqvh/ULJFw7wkp7kcitnKvD54J+ZQzAHjBGajAHDdeehNdCdtTmZ8yW0Nubh1vJHhQISGUZIYdBjvQIZLhvKt42lduFUdTWt4xso7HxVqMEalFWdiAT688e3NZLRzW4jd0eNj80ZIwTjuK707q5gyrHLc2Us0AkaJidkqqcZx2NXLJraO4DXcBliIOFVtuDjj6j2rObc0xeTLEtubPU1o3RsmlQ2KSJCEXIkbLbu/NUIIbWe8mSCCJpHfoqDr9KquzWjTQxAoT+7lUH72D3/EVfWK4tTBOBJFuHmRP0z7g1RBjGoo1w2IzIDIQM8Z5oAk0xLR7pjqHm+WVO1o2wd2OM+2eKIwzkKBlj2FOuo4ftEhtN4gJygkxuA9Diktrm60+6E8DBJk+6Sudp+hpgSQXk8MU8MUmIp02yD+8KW3gWcTb5o4RHEXBkOAT2H1NV4o57+/jiLqjzPguegJ71FNbC2lYXMiOUJHyNkH8aAFExdcIpC9c1ZS7gTT5bd4N0jsGSXOCuO1V7SaGW4b7TAZIdhVURtuG7HPtUsGnTTyNHChlZVLkZ6KOpoAijU53Y+UEAntmrFzd3M0MNs0rvFCP3cfZfpTo76S3tZ7eDZtuMCQlc5A6YoS2iSw+1NOftBk2eTt6DGd2fSi4yvrtqLQxQpcRTb0DfI2SuQDhh2NS2t+9nbTQpAjGeLyyJVztGQc49eKoJM6XqTI2JI23A46Grxdri5eWZwGkfc7+mT/KkA2ysoJ2kN3c+WUjZ1BXO8jt7GmrEoGcds8dqtX9p9iuWh81Jtqqd8f3TkZ4plhdizvY5mhjmUZyknINMBVuTHYS2vloyyMG37RuGO2fSmQ2k08M0scZaOFd0jZHyinRwyX12kMK7ppXwijuTURXy3dclHPyMDx36H8aQDTIxVY9x8tSSq9gT1qYmyXTg4kl+1+ZtZCBt2+o/lTrWOxaO4+2ySKwjxDsGfnz39sVW2RjBOBQIY8pXDBTtJxkjgmrdxeyanCvnPuZIhGDgcAUxtTaOx+wq6m33+YV2jlvXNFvayXFlPdxxARxOEc5wRkZzj0pjMizBS4eJm3Mp6561qzXHmWcEHkIphJ/egfM+fX2qhZG1g1G8S5haR3TEJVsbGz1PtitS0s5bxZPKTeIkMjnONqjqaQFcRTGBZxExh37DIBwG64z2ply7yDLMzEDjJzipGmmW38hZHEBbfsB4J9SPWpE+yPp8xk8z7WCBEAflx3J+lAiGSK1SxglS43TuD5kW0/J6c+/pTdHma21yzuQGCrMFLY454qAqRnAyfYUNeT/AGAWfmHyFkEwX0YVnNXTKjue1lMMobBxS7SuQpDc8AjpUeiz/b9ItbgLuEkYOT24q8VjyARXktanpx2K3mbVPy/UVGZA5IKBQeeatvEo6dP5fWqrhQTnkD0osDk0RGVFY4XHuKA25QwdcEccUjIhU8d6j8kPglmI6D2pWGpMczkjG5MA55FQ7xsLMVYnv0qUQhHYlSR79qjlRQoztJzwMU7FXHF8IGUAjg10/gaQSa7OcY/cH+YrlgHfgoCMY4OMV0/gRSutS5HPkEH8xTjuRUfus9Fooorc4wooooAKKKKACiiigAooooAKKKKAOA8WyKviFUbobdc/magsrzY6xzcofut3Hsf8a2fFPh7+1LmO5gmMN0ibRnJVx6H0+tcfC00VxJaXCPHMh+dH/p7VhLc4qsWpXJrnBvZAq4O8gEE45I61dgjNmsiCRXZupH8PNRAogYKgYgAhielV7i7SOZISP3jqX6enXNSSPubpI/MUOoZMEjPK56E1yU08z3ENlAjXQ+Y4z98k8D6Z79qXVdQne4MNjGz3dyQM44AHf34rvPDHhxIYxczFTORgkgZ+g9qajfQ6aMLaszvD9lLpZ+03uj3PmSAFmjTfwO3HQCpvFD6dqzxXSXZhu7ePatq6cuM+vYiu7AdMBY9vYbTjJ+lRXVolzZyq8IZmUgAgEjPetHGysdEXZnmUE0hgUgqCRzxyK5/UR9mkFzLGJVtbiKZ42XIeLdhgfzzW1CyxCWNyAUkIqpeeRdT7M7llQwuP9kj/ABrM6G7o9hIjMaPHkRsoKgdMHpUThnzgKwHPTmuL8Cya9e+GoSdRWVreV7aRZ48ldhwBn0xiulWfWYgQ9lDOoOQYpM5H44rZHO0eXfFTTFi1yK/RMx3MX7w44Djj+VcFNPLKiCVy/lpsTd2X0r1L4mzSz6VZyfZLi2xIVdWHysDyMnpnivMYoI5kn33CQmNNy7/4jnp9a76TvE557lOVbX7JEySSG7JbzF2/KBnjn1ogXK85waYsbu+xEZmPRQMmp4Ly7soZ7aNgiTECQFeTjt7VqQWnuJpQqSzO6pwqseFHoBUF9awraxTi5BmckNDt5AHQ5/pT7F7NpHW/EmwodpjODu7Z9qiuFLxA9/SgBbfc0W4hsAY3beB+NXLu7e+mWWVYwQoX5VxkD19TVCK8nFmbMyEweYJAhPRh6fnV60gjlt55GnRGiXcqMOZPpTQDb6GG2EZjuFlDxhyVUjbnt9ay4ZCLpZSqOsZzscZB9jV24AZMZ5pssiPaQQJbpE8ZbfIo5kz0zSAGmWe7klEaJ5jZCqMAegq5cQz2U7QTJ5U23kZyQGHTj1FZ5tLlbJb0xE25lMRb0Yc/lzTlnMrEszFsAZY/gKYy5ZWNvPIVkuBAqoWXIzuI/hHvVC5fC8HArQu1t45/9FmMkZAOSMbT3FUxPBBKzT24nUoy7CcDJHB/CkBVjuWe0S32oAkpfeB8zZ7E+grQNlJHZQXZZdkrMu3PzDHfHofX2qhZWc1w7CBGkKqWIUZOB1OKnyeBnpQhErDKHntSX1xDcTh4bcQAKFYA53Ed/arEf2U2L7/MF0H+THIK471Ta3nZZJVidkT78gHyj6mmMAZ7dlceZExXKtyCQfQ1GirJKod2ClhuIPIHc1PNeXFxDFFLKWjhUJGp6KPalkFoLW3aB5GmYHzlcYCkdMeuaQivcxLFcvFbzm4jDYSTbgsPpTrWW5sLoyPbJITGV8q4Xgg9yKQFlcOhKlSCCOxqa6upr67kubhy8smNzHvxQMhsLCO7vEhmuVtkfPzsCQD1xViJFVcAkgE4pbqCO1aIRXKXG+MOWQcDPb6+tS2LW63SG6jMkBzvVWwfzoAwnX/iajAJZuw7mtN0nspDHKjwS7cMjDacHsazb/8A5CYZeAfToKvXE0t2TNM5eUgAs3U4GB+lAFm0FrNcql5I8UHd4xkiqb8MdgOM8DviprgWkbILSZ5F8sF967drdwPUUlvcPbXMdxGFZ42DKGGRn6UhEUF5NaNKYXx5qGNwRnINRWtslzceVJOsC7CfMfoCBwPx6U65d7i5MrBA8jZO1doyT6UXlnPZXDW9wqiRf7rBgR2ORQM9N+Hdybrw6bZmDG2kaMjPQHkYrrGRVwAcAfrXmHw0vvI164sycrPFuUejL/8AWNepuFUE8H2ry60OWZ30pXiV5FTHB49KheDK44PPT2qZwroD9w+hNN2cqoPJ75xisy73KrwAMArYGelQyJtiZkCgnjrg1ZZXLcEjBpoVtwDBT35pXKsUgs4kwTuReBz2qJtxLgbmLc/Sr/yjBGckY4qA45JBHqaLjSG2+9U5HXnOa6nwSMa1L0wYCf1FcrGyjcM/h1rqvBIX+2ZCveA/zFOO6JqfCzv6KKK3OQKKKKACiiigAooooAKKKKACiiigChdACcsxONmB82MVi6zoMOs24bzPLu4x+6mHb2PqK1L8kXIxtI2gFSOtMiZUzuwO3FJq6E1dHm9xcy6QJIr2FhMnVR/F7j2rF1rXIHu47ewzcXeABt6DPrXqus6Faa7YBJyYmUnbMg+Zf/rVBoXhHR9B0/7Nawb5GbfJcSYLu3qT/Ss1TMo0ktzA8K+FPJjFzf7WuSMsSeRnsK7pLYQxoIxgAd6eqlhuyp55XA5pC2MsqggevBrRRsbAQrAdj2OaFKKFcnp3z270MNuwn5TngNzWH42kceD9RWKQxMUCkpwQCRn8xTA8u8Q39q+uXiaXFJqH7wkPFwnPv3qrFYeJ7mcRRWkNtMQCqbctg9Otanh22UPLdtEY7eAMIY0OCccEj1JNdfp13cHVYZNRu7SFAoLwqm9wPQt69KnlRXOzzw3PjLwTcSySMUSWTzpomUbXPc+34V694b1uDxHoUGqQhV3jbImfuOOopvimwj13wpcb4xvjUsh69P8AEV5h8OtS1bTPES6XZ4ns57ljdQhMmJQPv57CqJueheO7FdQ8IXavvQROsm4DO0A8nH0r56vNq3TrESUDEK3qPWvp/UYPtmmXdoWD+fC6DJ9QcV8v3CNG5VsgqSucdxXTRehnUQkM9xaTJPEzxyAHDY6joahDbmBbOM5OOtWrieW8CPO+90jCA9OB0qNkthawPHcbpznzY9vC+nNbmZLcxWsd3i0kkeDAw0g56c1Zgup7CZZ4gFlQZAYZyD6j0qiDVy4vJrsp5xU+WgRcL0UDgVQjPsYRc30cLyCNZHO6Rzwvck1afELModXCMRuU5De4qK6spoI4J3QCKYbkYEHP1FRK2BxjPpQBZhu0WO4SS3EplULGxOPLIOdwqKGKeaYRRI0kh6KvU1NePbz3DSWsJgjOMIWz9alkt7jS54JHZVdk8xDG+SFPQ5FNgRSRsU2HcpXI2E8A/SoEhj+yPK9wiSo4AiP/AC0B9PpV+zEE1yi3ckiwscs6jLCsu6UCViM7c8ZPagC5GQUABGcdDTNWW3F2fsiyCNlGBIRnPfHtmp7K7AsJLXZGfMZW8wj5hjsD6Gq13FI0e8RsY14L44/OkAJHd6bO8T74Jtu1hnkAjp+VTWbWguwb1JGgwciNsEelVhK8z5lcu395jz6VZuktU8n7K8jgxgyGTGQ2Txx2FAEKuc42k/7ozxUksksSSW4ZlSTb5idMkcjIqOOWS3mjljYo6EMp/lT3ka7uy8rANLJlm9yeTQMWzjgmE3nT+UyxlkG3O8j+HPY1AFxUtxAtvdSxLMkwU4EkZyrCpLO8NlJI4hil3xmMiQZAB68UAM+2TGx+xkgwiTzBxyDj19KcLMtpr3vmIFSTYUJ+Y8dQO4qGCCW5mWCBd8rZ2qDycDNQksDhl2kcEHqD6UAOzx1GfWrstxbzNF5EDQ7Y1R8tnew/i9s1Dbi1Npcee0izDHkBBwT33e1RRRSSAuqMyIMuwHC/WgCC/Z4pgFON4w3HbOas29qZrKe486NBCVBjY4LA5+769OlLq5N3GkrKqvGgXKj7wHc+pqqyiKUxiRZFUcOvQ/SgBWI7H6Vba986ztbYwRqYAR5ij5nBOcE+1JaX0lrDcRIsbLOmxtyglfcHsaSxtXvLtYI3jVzkgyNtBwM9fWkAl7aNDaW9yZI2WbO1VbLLj1HaqOSTk9ferbjevU4B4pDPAthLA1upnZgUm7he4/8Ar0AWbDVkt/Eem3yQLAkTJG6x8Ag8M365r3HHygsOMdK+fRZzzWc91GhMUBUSMP4c9P5V7n4buzqXhuwuicl4gCfccGuLErqdNBlqT5j8gBA6g8UxRjBIzxU7xnLEIMegqFl8tun9RXGdKRA+AWJ6Z496jeQMAWyD1DVMVDHDZx3qJvvEBDxwD2pGiIyTt6HB5IxUTbGyRgMB26EfSnMF3H7x9cGo1G053H0oGRP5a4ZccnpXT+B+Ncmx08g/zFc3tVw2DjHrXR+Bg39tysf+eB/mKqO5FT4Weh0UUVucYUUUUAFFFFABRRRQAUUUUAFFFFAGZfhnudm4BCvNRRoY0HlPkDrT72TZeHAywQHpUMZLANyAOQc/0oAtxlmU5GTjAB5ApGXIwGIf1I4qJXUkmME9s44qdWkMbE/MP7uMGgBVBAG0gk9s5pqZx91lC5wCMZ96Z8quCGyW5w4xxUo27iVx83U5zmgBAoYZJUkHKkHNUdXtEvtHvbdl3NLEVIxgjjircgPlnauT2yvSpQG8rr83UUAeYeGdX02CA2d3YCS+j+dC/CgZxyfqK6EaoZLl4k8u3RwWaKO2PmYPUBuh+tcj4u0S80zW5762tbiSzkbzBNbpv2MfvKyjtWVB4m1SNRHa/aiAMALFtpN2Cx7JEIE0adTIfs/k8b+qjHf3ryz4dRSSfEO8aIZjS2YSMvHfj9apDUvEN5a/YpLgWlu5+fcd7uffFd58P4LSDwpFc28QjuZ5GW5YDLNIpIP047UXQWdrnWFQmXIPHWvnDxgsuna3qGlDaLdLp5ANvOW7/lX0bKgbBbOF9DXh/wAT9NRfGisZRHFdRq3msDhT05raj8RE9jjbSz+1W85E0cbQoG/eNgMPTPrWcoxJ3NW5VWOWSNH3orYDY6471Hb3ktjeLcw7SwyORkYPWuwyLMN60VlPaeXGyysrF2GWTAx8vp1qW0hjlSd3uEiaNCyqwOX9h71nQYeRAWCgsAWbkD61ZuIRbXMkPmpJsON6dG+ntQAjruALc4GKa9wjWKW620ayK+WnX7zjHANWLK4gSQtPbi4jKldpJGDjg/nVS3tprq5S3iTdNIcKo7mgRJBYTz2st0rL5MJAkJbkZ6cUmwBVUkkAY5pFLxb0bcueGXp0Pep4JLUrN9oaTOzEQjGfmz1PtimgJg9qLGMIJBcbzvJORjtiq8nySJKFR9pyUcZDD3pinv6VbllM9pFCY0xGDhx1IPY+tMClYrJd3fkwx5lkY7UUd+uPyqaa4nFo1rvYROwZk7bh3qnGbixukmQyRl8lJBx0ODg1bjia8vI4jKqGVseY54BPc0gEtoYPs0srzhZ1dQke3Ide+fTnFMZhjkgelRvE8TsrOhIOCUOQfxqzZzRRJcRyW0c/mx7VMn8BzncPegYy4v3nhgicJthXam1cHHvTWhmSziuwimGRioIbnI9RUtrZC7klUSxx+Whc7z1AHb1NQL82PpRcCAtI3QAHtVm5EEsxkt4TChAyrPnnHJ9ue1TG4jGni3FvGJfN3mb+Irj7v51EtvM1tJcLGxgjIVn7AnoKQCS2c1hMm9vLlZN4KNkhT05HrTrU2q3cbXsby2+794qNhseuaruzMQSxOBgZOcCrUy2vkwtbmTeyfvlf+Fs9B7YoArMAZWESkqWO0Ads8fpU0c9xbpNArvGkoAljPGcHIyKhSSW1njliYpIjB0b6GpjI9/fl5GAeeTLMegJPJpgWEtjdWFzL50aGJQSh6sCccVjW58twpCnYeh6H61rTxm1lltxKkgRioeM5DD1BrPcQxLKrxsZXZTG4OAoGcg+uaQFi9uYrm5M0MCwR7VHlqOBgYNLdWc9nIiTJt3osin1BqqoPlltpKg4JA6fWnFmdtzEsfUnJoAuWT2y3KG6jaSEZ3KnU8VRmjPnEICwZsLnrV54rZLS3liuC0zg+ZCV+5759/Sq8hKqHwwwRg44z1oArF5EQxh5EBOWXJGT7ivUPhfeGXRbmyYsTbTcHP8Lc/wA815ne3k17eyXNwd0kjbmwMV1vw+vbeDxRc2cLS+TcwgxmQ87l5IP5n8qwrrmia021I9YIBbAwDjrmo3AwR1I6imnnB54PTtUTbm/iXPrXmHekNZQCAx4/pUbANwAPapNpzkEgd8mmM553Dn2FBdiu4ycKBj6VCYgq5KdPfmp2Ysx3cd+KjZ8rwc/zpXGQPtXK8j3FdD4HdTrkiqQf3B6fUVzM+5WO0E5PPPSug8BuDr86qoUfZycfiKqG5nU+FnpNFFFdBxhRRRQAUUUUAFFFFABRRRQAUUUUAZOoCP7QNxAYqMHdg1EBJglWBXtUmpbTcruCsMDg9aiXBJI/SgCeLf8A3h9DT9g8xmZfmP8AdaoUUq4yc57Zp/yrJnDfX1FAErAY5b6ErmhANo5DH1x/SkD7jtD5I7Hqa5H4heLR4a0Erbuv9oXYKQAdUHd/8KAL+veMtI8OwyRXt4hmHVIhuOfQ46GvLdX+LupXs8aaWfs8KMSXlXO8f3cVxU0vkrtnkaS5lO7BbO0+/qaqTSXVvdNbTKyMOSjpzg07DR3Hgj4kajp3iDOsXMkul3DlSxHEbE9fpXVaxZxw65NGkgMMg8xGU5DKeRXkMdrLc5SNTHv7L90/UV1XhO9vYmn0zUT+9s9rRZOf3TccH0zWdRaFw3OmureOK2aRM7l5HNdL8NrnP9uaaz4MN0twnrtkXP8AMVhTIHgdD3XrTvA8/k+O0UcC+04ow7Fo2yP0NRB6mlT4T1FnUjg4J6Zry34x2X+jaTegEHc8TfzH9a9OlDKwCqiqBy3pXGfEy3N34KnlxlrSRJRx68f1rppu0jllseFk9u9JqFybuaORo449iKmI12g474qY3ObIWxhjyHL+b/F9PpUAtZ7lZWgQN5ShnGccZxmu0yFkg+zQQTeZG4mTdtVsshz0IqPJkHAwKij4OeMGr6taiwKGF/tPmZEgb5duOmKEIdczpcTF4oFhBUDapznA61DIHt5EYFkfGR2OPWp4raZrWS5WJmhj++3Zc9M1Bd3dxdCKOaVmSFdiL2Ue1MRBEGuJ1EhOwsAxz2zzVy5t4YbmRLaUyxBjscjBIoK2kdrAbcyGds+cH6L6Y+tRmRoz5ikhlOQR2NNDJLW7+xXIlEaS/KRskGVORjpU9vDLco5jUERoZGGcYUdapT3UuoXz3M7DzJCAT0AwMVoTWtxp8/kylVlCgkI24YIz1+lAGff3M7xRW7SZghy0aY6FuSae8UUVvbvHOJTKm5hjBQ/3TVhbKO7Em+dIvLjLjcMlsdh71kqxA470AXoJfJmSVVQlTnDKCCPQii5uPtWoSzhVUSPkKvAUHoB7UPeJJZRQ+QiyITvkUcuO2fpTDbSm0+1hCYC5j3gcBgAcfrQA++tJrK58mcKsm0NhWzweRyKWxlt4rpXuoTLCPvKDg/Wq0srPgsxYqAoz6DpVm6+zME+ypIo2APv7t3I9qQEbbppVWJSXdjtVR19qjjml2yRqxWN8b19cUQyy20yzQyNHKhyrDqPcU+L9/cokj4MjAM57Z6mi4D4IraS0uDNMyXKsvkKFyHHO7Pp2qJm2DmnSL5cjLvVgCRuQ8H6U6G4SFJ1kgSdZo9gD/wAJz94e9ADbq/kuYLeFlQRwKVTCgHnrk96d9kmSzhuyn7iUlVceo6g1HaWxuWkVZIlMUZkYO2CQOuPU00SMw4PydcdqAJFIBGRkZ6UatDB9rY2jySW+fkZ1wanM1u1jHGlvtnVvnl3H5h9O1VpUd4SwVyi8k44FIBUuLuwgmhXdF56qJFZeSvUdaSzW0ZZjdNKGEZMWzoW9DUNzPNdTtLNI0khABY9eBgU+6jt4TF5FwZVaMMzFduG7jHtRcYmzcANjnI6VPLLKtmtm3ESSF9hH3Wxin6fLdpdQzWSzGeM7kMcZar9v4W128k8w2LorPlmmYL16mk5JbsaTZkRLaGKf7S8iuIyYQvQt6NTvD149j4hsJ0/hmAbjPB+U/wA66uH4eytKftWoxrHngRp8xH48V0Gn+CNJsJEngkmNwvSRiCPy6VhOrGzRpGDudSGxHg8YOKaXTDDYcfzqiRqES486KTHQMmOPwqFr+4Bw9oT/ANc3B/Q15x3Jl8OG4JGR603eCxwSc+9UJNSgVwG8yP18yMj9act1BIfkmjcY/vYNItMstyRkfQ1G20DhBz0I70jNzjnOOMdKikdSdxB44xSGNZQzdR9OldF4GQLrcpAb/UHqfcVzshQndg49K6TwRj+2ZTnB8g/KD2yKcPiQqi9xnoVFFFdRwBRRRQAUUUUAFFFFABRRRQAUUUUAYerFReKWOMKOn1qGKQFcg4PvT9YGb8DPWMfzNUomGGwMHoM85oGX1dVDANyvOfQ08SSHAAVwvJzwKrI5Dccj+VP8wqVwG9CQcYoEWHuBBEJJAAqgkuSBtAr578Va0/iHxJd6m7D7LCRHbr2AHTj9a9b8c3FuPDF5HNdPArpt3p1YnoPp61896vIIY1t48kD5ScdfU00AyWf7Tdu4bcc5zU6h55zLIzOwHJY5JqC2aKS2RIuHAwwJ7+taNjbMXVMH5iAatFo1vDulPdOG835h0UiulvbIt4p0u3tNhuVsZnuFHGIgAcn3z0q1ocFppljLfXzJDbQLueRj2H9a6H4caXPfy6l4q1K3KPquIbVJODHbDpx2z1qKmqC9mYEcu+EbjzjBqHSpvsHifR7rtHd+X/wGQFf51YurRrW/uLcDmOUqfYdqqX8TLbNIvDL86keqnI/lXMtGbvWJ7LKxVcEdePWsfxBEt1oOoWxjDCS3YbP7xAyB7dKuWtz9ssobyOXdHOiygD3GcU2RgsilBhX4Knn866E+pytHzPb25ubqO3V4o2c7QZH2qD6ZqrcBo5ZYt+QrFSR0ODWpr+nvpurzwOyZ8xyApzgZ7+n0rIfIweCc557/AFrvTujBljT547eV2kt45lKFQH/hbsw+lPjSSVgkaM7noqjJNRzywyXDPbwiGEgYQfw8c/rmpCJ7O5TO+KVNsikcEdwRTAUvJEJISWUE4dOxI9adaw28vmm4mePYhZMDIdh29qSARy3Sieby0ZsySMOg7mq8gDzNGrh0B4YcAimIkWRWIxjAHNOub8y2EVltULE7OG7nPY/T+tC3yW1pcWy28MpmwC7j5lwcjb6HNRW9nPcRTTJGWSHBkP8AdB6UASmwnisobt1AhmzsOR246U+OQkDcSccZPpUB4AJYcdOaseXCLGO4W5XzXdlMPfA/i9qaAmu1hjlZIJfNi/hfGM/UetUoXhhkl86AzK0ZQKDjBPf8KfuyD0yO1OvRbG4Y2ayrEcYEpGQcdvbNJjKccU0rbIkZnwTtA5OKQNM0QiMz+WDnZnAB+lW0F5pdxDcSK0EuN0ZYckdM1BE8Ml0puHl2M3zsi/MPfmgB0UMJs5zLcukqkeWoTIYdwfTtzTEindC6b2VRliFyB9TSy7TdzLAf3O8iMt1K9vxqaC4ubSOeFWKxzpskU9x16UgEnu5rm3t4ZUiVYECAqvzMPc96SSK3jtopIpi8rk70xjZj+eals7aK8n8qW4jgG0kNJnnA6D3pllpeoag3+hWc0wxnO3AA+ppOSjuNRctkQLNtdWBAdTkAjNPvrj7ZcPMsSoXOSi9B9PaumsPB2py2Utvc/ZoEdg28/M647DHatS28B6fGQbi4muMdQPkB/KsJYmnE2jh5tbHBXNo9o0QeSNmlQSL5bbuD9O9aGi6bLLdo82l3V1b8hhGCpHHBFel2OiadYxhbezgjA6Hbk/ma0cDGN2fbtWDxvZG8cHpqzy+LwlrkgBazSIE8B5AMVpw+ENZawls5by3ht5WDMoy/I6HIruyDzx+tPUfL1A/HFR9akxrCpHG2vw8sEVWub24mI6qoCA/j1rZt/C+i2y4js4gc/ef5j+tbYXPUCkKAegHvU+3k+o/YJDYQtrGBFGiqP7oA/lTHzI4OOfapGXHBxikGQM7ePapbuHKGFVPmVqVVQ/dbBHI5pRk9j+NBXB6An2qWNRH7AfmD7d3eq00DSAbn5B696lJQDI3D15phnVWOTx9KVy+VDTvSPYCHHoRWdKsEj4nhQE9wvatMyIy53A+3U1BJjduMn0GP50XHYoNYKEBtmKL1yshyaYEv1IZbgNjqJAGzVp41+bAB3HPBoUErnJUD+8eal6jRSM1wZP3kMWO/zFf/AK1dZ4Bdm1yUPBJGfs5I3MGBGR0IrnxgkjduJHpmuk8BqRrcxYjiAjj6iqh8SFUfuM9GooorpOEKKKKACiiigAooooAKKKKACiiigDm9dOL9fmIyg4H1NZ4Zi2VH0wcEVd14kamuD/yzH8zVBGCsCDk9KBlxZCVyUcEdgaeXzlivyjjAPJPaoM7xtBwfUHrXP+KfEUehaLcXe5Tdj91DFnkykf0HNAji/Hd7deJvEg0DTZEWOyjM1w7N8m4dq89meN2ckhJTwynoG74NOtNSvrdroRXgDztmdiPvn61FZtDbkx3Chlc480c4PvTRSK3kw43bCZD0Ifp+AFdPomk61eQo2m29/OzEBdsYPPuT0FW/BOqv4Y8TR2V7FGbS5f8AdyFAeT6E173DKPs6qmNrE5K4A/Si4rnCaN4Av55LefxRcrOkJ3Racp3IT2aQjr9Old9IxaNVAUAYHBIA9hTVIGdxJGentTw+FPGD0A7ikxHEeJ7drfW2J4S6jD9ep6GsRk/0foFKjpnOBXVeMYA1vaXI6xylGPsRx+tcuicyKVQK/OQeWPqawmrM6IO6Ou8HX5uPDFvDJlntZXtm74wcr/46RWvI+2TYF465B5rifBFx5OranZs2POjSdfcjKt/7LXYSfLj5s+h9q1T0MpHh/j6D7N4y1DGdsjiXJ/2hmudnmt5La3SOFklQESOW4f8ADtXoPxOsYBfwXkxZXmg2RFBwzKeQ34YrzcwSGN5FRiiffYDIX6ntXdB+6c8tGKrbcNj6Z71NLdyXEvmzO0jYxk84FRi7d7KK02KY42Zxxzk9eevbpUxtYmsYZ1uf3rsyvDsxsx7981ZI69tZLZ40keNtyBxsbOM9j6H2plrcQQXMZmiEsIJLoDjfx0zUfkInzF8t1wepp99ffarjzBBHCAipsjXA4HJA96AG29q15epDbqqvI2FEjgD6ZPeneZNbmaGOdgGJSTY3DYPT6UklvLBFDM4Xy5ssjK2c47+1QmVQ4ON2TkqOpouh2LlsLUxTfaFk3hP3RU8bvQ1AOOg5PoOpq+1hcXlw39mWFz9mONm9Tnpzkn3rX0zwr4itrqO5jWG34I3SODwR6VDqwW7KVOT2Rive404WzQxh1kL+Yq/Ngj7p/HmoEtpZ7eW4RS0cXMjZ4Wupj8BTZPn6lGcnpGhY/nWjB4I0uJPnmuJ93Dhn2hsdiBWcsXTRssJUPPrmd5yhkmLmNAi72yQo6CraQ/arKEWNvcTXW5hKAuQBxgj9a9Hg0LTLRcQ6fAGHIYqGI/Gr0KoqlVVU9QoxmueWN7I2jgn1Z5zaeE9UuCrSGG275dzkfl3roU8Jw3Mzz6ley3M5xuKYQcV0zozgBFTrk5NRm3Zf+WZOfQ1jLFSkbLCwiyjb+H9Ktf8AU2CMV/ic7+fxrWRGOBllTHGMYqqFCcFGUZ/hFTbgqkB+nXjFYSm5bs3UUtiwhwccH1waMgNyGUdtw4qn5m4gK+wHpuWp43ZU5OB6+tSFyfdkYDDH6Uo6ggg+uKhWU5+Vt3fBWgT7sB4yo65FCQEpLbh2FP3A88mo96tkZK/UdaQsFbaWBxVCuTq/frTmbjng+1Qsw24HXqCKRWzj5hTJ3LCkn+KmMSM9fr6VCylznHI96aquvOTj60yCfeeCMjHoaY8jeh+pqIyv6qT6H/GmPMc4MTY9QaBk+8N94j+VNKq2eeKjWRSucMB7ipR5TqMgMPWldhZEAhTJPII7EVExBbCswz1CHpVmRFI/dybR6E8GqxWUMVyAPXFK47Ee1lzggj0YdagYuBhV/Jqvn0IBGMZqFlXGWjxjvT5h8pSPnHHAYe3BFdR8PA3/AAkFwzZJMB5P1Fc40UDMSj4Y/hXU+Ao2j1yXM28G3PHpyKqEveRnUi+RnpNFFFdRwhRRRQAUUUUAc/8A8J34P/6GvQ//AAYw/wDxVH/Cd+D/APoa9D/8GMP/AMVXxBRQB9v/APCd+D/+hr0P/wAGMP8A8VR/wnfg/wD6GvQ//BjD/wDFV8QUUAfb/wDwnfg//oa9D/8ABjD/APFUf8J34P8A+hr0P/wYw/8AxVfEFFAH11rvjPwxLqAMXiPSHXyx8y30RGcn/arPXxh4b6nXtK9P+P2P/GvlWigD6Nu/iPZW3nNFqenMsZJRVnRi2OmMHrXkmo+JrvVLy5u7q8jkMjsyIXGEz6elcbRQBvRXzRux3wncNrDeOlXIr+FWIeW3ZCMMCwrlaKB3PQrLWILqx/si+vrQQKDJaTtIN0TD+FjXoek/ENA1lpf9s6eWWIfaLmSeOONfxJ+Yn0FfPVFAXPpc/EW1jkkjbXNKfaxXcLhMED05o/4WTbDka3pX085Of1r5oooFofReq+PLC+06WBtX0xsjK4nTjH41zC+LrYSBzfWGcYJ85c49OteN0VLjctTse9aV4n0e08S2F02qWCxOHikIuEwisueeePmAr0mOaGaFLiCVZY5AJFdHDIykZBGOoIr48r6p8KH/AIo3QhgDGn25Ld/9WtNK2gOVzJ+JFiLvw59oDMTazhwpGThuD/SvKWeW1SaFd0aygCRD3xzzXumq2ovtMu7VjjzYmVSOx6j9cV5iPBHiDUJzLerDAxx5kjvnPbOB1rohUSVmZyg2zlbNY55xHNcLDhSQWXIOO1R5Xl1lIPua9NtPhxpUar9suJ7lh/dOxTW3a+HdG045ttOhVhxuYbj+tDrpDjRbPLLG3v7uykit9Led2dSJljOVAzkZPY1q2vgPVbhla9lhtFPO3G9x+HQV6YX+TYvC9gvFQMTuGQSvvWMsQ3sbRw6W5y9t4C0qMr9ouLq5Ufwlgq/pW1Y6Ppdgo+y2MEZB4Ypub8zVlpMZ2spJ9+lKXZB8ycDriueVST3Z1QpxWyHtMMY5POMClE4VGySc/jVQuc5MYxnjt/8ArpFmViQ4ZMHBOOv41i2bLQm3qXDBgCx44xT3k6hQvuAaokRvJ99mb16U51UZwdxOMmoKuWl2suTtI/UU2QIGB24+veq6lgw2FM96VpHckBk49eaLDuPc84AJyOucUxy4A2sQD6UyR5GdUkRXIPUHFDeWVO7KkcYPamkSwR5W+bzGHsaRHkb+InPPNKjR7eGwCccmlDDouCKdhCrnIDDd/wAB4p7tGG2+WAegAzimp8rbe3qDUhYKR69sVVhMjMXzfLKQT/CtPAYMB5xVT685+tOLgAMMZFLldpx1NBFxCHwAJWIHA4pdrnJ8457jGKaAHIIJyOx9KesZyWVmPrkYpiHxmRWHIA9zUrttXdsVue/FVxG/zZI/+vQRKdo3A0CuKZVP30dPQ53Z/wAKaE35Z5DtB4HYU5BJ/ECMegpWIZcNyPQ0xC/IF6gn6Uw8ueefrjFM8oEcbgvQAc0qxhejsCPXvQA5G2qOeR24pVwckDB64GeDUblyvy4J7U0CXaQcbu1TcolYBc5Xnr14pokyMqcc9sHNRtvADEPxyADTFZiSwwpHYik0CLDODwSAfXFVyyD/AJa8Hr1wKXzXLjco9qQtnAcKVqTQjbCnCkOO+MV0vgL/AJDswGMfZz/MVzTxx7shiPTFdL4CGPEEvOf9Hb/0IVVP40RV+BnpVFFFdp5oUUUUAFFFFAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX1H4Wcjwbof/YPg9v8AlmtfLlfU3hS0vJPBuibLabadPtyG8skEeWtJlRNJmViARk46ZqDeqk4A4qc2Oo97Oc5P/PM1H/Z2oEZ+xTj28s0jVWIDKGbOOlMZixIXNTNpN85P+hXI+iEUxtJ1IDi1uCp6gxmoZrFopO2Fb5fmz61XW5kyQy7R09eKvNp2pqCP7LueOhCGoBpOpsCRp12M+sRqGmaKz6kLT7sgIrj1pomByEDA+matjR9R2hP7OueB18s0o0fUlXP2C4Oe3lHis2maJx7lYttQsRlh61nzTrn5iw56D0rY/svUWyW027GDkgxk5qM6LfscnTrkr6GA0rMd13M9HyAVAJ3ZOfSnbkyOhYnpmrv9j6km3Gm3QXuFiOaZ/YupzTiU6ZdI69CYj0osw5l3KjoRyBjHrUEfnO7lnVsdOORWq+i6y7ZWC5Cn+BoD/OmDRdYUkmyuc54xCaLMOZdyqGwnBIOOTUDlll+Y8+/etQ6Pqi4/4l923cHyjxTG0XVGk3LYXQb0MJxTUWHNHuVI5yy4YIR0AxjNOBQSgrEyqfUZq1/Y+rg4OmT+uREaeuj6moGbC769ojVcpDku5WATI6bqQSFnChTgmro0jVGX/kHXJz2MRFKdH1Hbxp11weR5ZosLmXcqHcc84U809VBKlcY6c96sro+o7gTZ3YHoYSakXRL7J22Fx65MZosw5l3K5T0I4puH5zkjqeeau/2RqX/PlccdP3ZpjaVqjHAsbgA9T5ZosLmXcrIylecL7AUm1iSVFWf7G1InP2K5IB7xEGnxaPqKg/6Hc89jGaVmHMu5UAYDnOPqacW2kKyk59TV0aVqHQ2VyR/1zIpDpeonJ+w3JHvGaNQuu5Qcein6ik2lxtbINW30m/P/ADD7rn0Q0q6VqK/KbK6Ix/zzNLULruURw3IHJ6Ht700ssg74z6YOK0P7H1Eq5FlPkjABiNI2k6lyfsN0SB12HFFmF0UAyAYZunTmo2l4BU7u4q82i6i6EGxuc9c+Uai/sDUNv/Hhd/hGaVmF0UfmcliME+gpVDKCCQD9KuHQtT7WF2B2/dmmf2RqoG06ZdN0yfLIosy1JdykzHrz+FdN8PnV9fmI6/Zz/wChCsYaPqhH/INulz/0xNdJ4J069tNbme4tJYkMBAd0KgnI4pwT5kTVa5HqehUUUV2HnBRRRQAUUUUAf//Z", "path": "002278.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002279
Men Tshirts
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", "path": "002279.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002280
Men Tshirts
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", "path": "002280.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002281
Men Tshirts
{ "bytes": 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", "path": "002281.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002282
Men Tshirts
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", "path": "002282.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002283
Men Tshirts
{ "bytes": 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", "path": "002283.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002284
Men Tshirts
{ "bytes": 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", "path": "002284.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002285
Men Tshirts
{ "bytes": 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", "path": "002285.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002286
Men Tshirts
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", "path": "002286.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002287
Men Tshirts
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", "path": "002287.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002288
Men Tshirts
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", "path": "002288.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002289
Men Tshirts
{ "bytes": 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", "path": "002289.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002290
Men Tshirts
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", "path": "002290.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002291
Men Tshirts
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KKAP/2Q==", "path": "002291.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002292
Men Tshirts
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", "path": "002292.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002293
Men Tshirts
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", "path": "002293.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002294
Men Tshirts
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", "path": "002294.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002295
Men Tshirts
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", "path": "002295.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002296
Men Tshirts
{ "bytes": 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", "path": "002296.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002297
Men Tshirts
{ "bytes": 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", "path": "002297.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002298
Men Tshirts
{ "bytes": 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", "path": "002298.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002299
Men Tshirts
{ "bytes": 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