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.
001200
Men Tshirts
{ "bytes": "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", "path": "001200.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001201
Men Tshirts
{ "bytes": "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", "path": "001201.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001202
Men Tshirts
{ "bytes": "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", "path": "001202.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001203
Men Tshirts
{ "bytes": "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", "path": "001203.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001204
Men Tshirts
{ "bytes": "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", "path": "001204.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001205
Men Tshirts
{ "bytes": "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", "path": "001205.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001206
Men Tshirts
{ "bytes": "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", "path": "001206.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001207
Men Tshirts
{ "bytes": "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", "path": "001207.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001208
Men Tshirts
{ "bytes": "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", "path": "001208.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001209
Men Tshirts
{ "bytes": "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", "path": "001209.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001210
Men Tshirts
{ "bytes": "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", "path": "001210.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001211
Men Tshirts
{ "bytes": "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", "path": "001211.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001212
Men Tshirts
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAF+AgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwB9FOoouFxMUuKKKACijHNO2H2pCG0dafsHrShcHOadh2I6KmwPSjA9KLBYhpcH0qXA9KKLBYgdhFG0j8KoyTXmN9dNeXk1y/DSMW+g7Cu58V3ZttFZF+9Owjz7dT+lefOfloAhOT9KbzTznFN7gUAAYqMn0zUBOalmb5QPXmq7D8aAFLHPSmnHSgsfemFsfhQAjDOarSBehWpi+R6Gq8jdqBEOwLnB4r3HSRJ/ZFkZc+Z5Cbs+u0V5t4S8Nf25ctLcb0tISCSB/rGz93P869W4AwBgUANIppUZqSkIouO5Cy4PHT600ipmXPaoyh9MfjQBGRkYNNRcTR/7w/nUlLGP3qf7w/nQB7Mep+tJTWLbj160o6c1zHQLRTCxzweKTcfWiwrj2OFpu859qQknrSU7BcVjnpSUUUxBRRRQAUUUUAFGDjPaijtigAooooAKKKKACijsaKACiiigCve3lvp9lNeXUgjghQu7nsBXzT4m1648Ra1dancltrNthiY/cTsK90+Iiu3gbU9gyyoGxnsGFeGWvh2a70hrqQDMg3IM4z71LaW40m9jnJXLsDwPakRWLDcoAPqeKW5he0naJwQR2zUtt574SIxjPrjNUiWV5FO8/uvphaIHEed6yDnIHY1cubeS0wGUl2Hc0mS9vumQBlPUnOR6UwH/AGlZt/SNT03GopjbC0ZRIWdu6jGKfE2V8zysKOnFUZW3yOxOB9MCmkIbHG4VZBgjp719B/CKZZPAyRD70NxIpHpnBH86+fXn32qRkAbTkGvZvgjdyPY6tbMdyB45h7MQQf5ClIcT1emEHFPoqSjzCipFXHXFOwPQV0WMLEQGTgVIowoFLiiiwBRS4oAoASinUUXC42jHNOxRRcLiYpMU6ii4XOO8ayZms4s9FZyPyH+Nck47YJrv7nw/L4h8a2Nm7mO1a3LM69flPI/UV39l8LvDSwhJbdpHxyxaolNIuNNyVz57I7UAYBPpXvGofBzRpwxtJZYWPTniuF1j4W6zpzH7Ji5j69MGkqi6g6b6HnTEliajI61oX+l3mnSlLy2lgbPV14P41RYEDPb1q00yLNbkRGKjcZqVyATUDvwRTEQucCoSc1I79hmoj0NAHt3hyONPDmnBFAX7OhwPUjJ/WtLy/eq+lwfZdKs4P+ecCL/46Kt0DIipFJU1Iw+U4FFgsRU0rkc07GKKAImQAcCmx/61P94fzqXFCL++U8YyP50MD2A9T9aaRkYpWOCfrTd4rmOgNlMII60/ePSlBBp3YhgGTQRg4oBw2acSCpoAZRRUhIFFwI6KO9FMQUUUUAFFFFABRRSnrQAlFFFABRRRQAUjOqIzuwVVBJYnAA9SaWuXs9bsNY169tr2eCL7HP5NvZzSbWZl6yFSBk54A5GOeppDOe8c65Lq0i+HLRhHFcBXuHI+cRZz3+7u7DqevAqq9inkiJE2xqu1VHpWH42gKX9zqKS5m+3NNIR1Zeij8AP1Ndnp3l3unQzxkEMoORXPVbZ0UY23PLvFWggh7gIdyr07VwQdo3/1YyK921yy8wEbcgg8Yry7VvD00E7vDHlcnp1FXSqaWZNal1RlrMLtVATy5V6EZ5P50rO8Mg88Zb/ZOcUgtp42x5DAjuT1q3K5W32PgnHQcmtr9jDYzzKVZscoeScYqpO+45wAPSr9vh4pARgZ9fvVQuU2zMO3SqRL2Iefevfvgtpklr4SuL6RNv2y4Oz3RBj+efyrwQI2QQM+pr6Z+GtvLa/DzSUmBDPG0gB7Kzkj9KUhR0Oqoo7UVJZ5t2opQKXFdFzG4nNH86Wii4XCiiikIKKKXafSgBKKXafQ0bT6GgBKKXa3oaeuecj9KALeihF1qCUgF1VlB7jP/wCqvRYE3RhgeteWTXV3ZKtxYwrNOhyIz/EO+Peuo8O/EDS7+NYblxa3P3THJ8vP41jUjqdFN6WOx+Ydajd+MFf0pyXMUqhkYMD6Gn+YgPOPxrOxZiapZ2l7A0M9tHKjdQ6Bq8t8QfC6zlDz6a/2Z+TsH3fyr2S5lhCkkDNc7fyl1YIMUk2noXyqS1PmvVNIvdLlZLqEgDq69P8A61Y0pIr3TWrZJ1dZYgSfUV5f4i8OfZke5tBhB95PT3FbQq30ZhUpW1RyhoRS8qoP4iAPxNNJIOO9aGhW5u9fsIMZ33CAj2zk/wAq2MLnuipsRV7gAflSkUpOTmigY2inUhHFFwuNIB7VGQR1qWmkAk57UMGR0J/rU/3h/OinIP3qf7w/nQCPV2JLHnvSUHqfrRWBsFLyvtSUUAFFFFABQST1oooAKKKKAFII60n4UUUAFFFFABSnrQD7ZoJ9qAE60pBHWkooAKKKKACvAviM5t/FuqlwG3yKVyM8FFxXvteV/Fzw1Jfva6jYqDclSk0YON6joR7jOKBpXPE59VvFfb9okKD5QGJYAV6J8OfFLgNp9xlgp+U+grzGaBxMYWVhIDjaQd2fpXomg+GItG0hNW16SW2idPkmh5aBiflDr1YHpxkdiB1qakU4l0nJSPVQkF4ocDhhVG78OQShmxwa8ut/iNLp1w8UZFzAjfK+0pvHrjt9K67T/ilps8aedFPEx6gjIrmdKSOlVYsr6t4aESFkIxzXnmtWpt5PlJH417DFr+ma3E6286iQfwNwa858ZWTK5kUZUckgU6balZkVEnG5xSswkBJ6VNLtMYlIyAcD3qBW4yAPrWx4c8M6j4o1NLKzVVJBYvKcKqjqa6zkSbOv+FPhS28Q6ncX+oxrLaWQULEeA8h5GfYAZ/KveQmxQqgBR0A6Csrwx4dtPDGixadafMFO+SQjmRz1J/L8q2D0NQ3qUkR0UUUxHnFFFFbmAUUqjJxTwoH1pjGY9jTlUY5FPoosFhuwe9OopcUxiUUoFLSuK42inUUXC5JaDN5CD/fFc54u8Iz/AG17qGY4kIJEkYZRj0PUV0KP5ciP/dYH9a7lrSG8hG4Ag81hVbudFGzWp5h4T1LVbK/TTlLSQSfKm6Xcyn29q1vEvizUNHyhG2YD7rCu30/RrO1vRMkKbx0IHSsHxlpFtrNyEdMsq4yKyv1N9NjypfiXrF7JIhu7eAjoHO3d9DjFSw+NddjP725tCP8Apo2AavSfDS6hlaSFFkRuqSLkGpbfwI8Um57GKNvVST/Oq50QoMkTWLnUIlNykG9unktkVV1G2VrWVXxypzWzHo66dGXYDAFcvrt80VpMf4mBAFStWW9FqcZD4fOorcGJAHVwEcnAHrmt/wAB+Gbm21ae/vYGQQApAWHDseCw9gP51teDtNim0VJ5SxLSNhRwCM11wAUAAYA4AFdUUzjlboRUVKQCOaYUI6c1ViLDaKKKQhCKTFOoIp3HcgK4NLH/AK1P94fzp/TmkVcSIc9WH86GgPVSxyeaMk96Q9TRWBsFFFFABRRRQAUUUUAFFFFABRRRQAUUmecUpIHUgDOOTQAUYrivE/xL0rw5PHbLBNeTM2G2DaigHDc92Hpiob/4kCysDerpn2iJQCyrNtI565wcjlT9D7UFKLkro7usO+8ZeHNMvZbO91m1huIsb42JyufoK84u/jhceTKLXQoo5SP3TTTlgp9WAAz9K8iurue7vprm4cvNPI0kjHuxOSfzqlG5m5WPrhb+yeyF6t5bm0Iz5/mjZ/310p9vdW92u62uIZx6xSB/5GvkD7RIkRhEj+WSGKZO0n1I6U2G4mtn328rwt6xsVP6Ucguc+xsevFcf4ylBuraEMNwjLH6E/8A1q8IsfHXiewZXg12+wg4SSUyL+TZFdePEup+INOh1S9kja4VSpCJtVgrHt61lVVkb0GnI6bSNLg1HUWeTEjxnjIHHvTfirZu3hNEjz5cModwvoKzdEub65k87SmCyZw6E5K/UeldG0WrXFpLb6lJbywt2WMg47g9qwT5TrlHSx88SwbjuWt7w5C1xMLRFiMrn5PNOAfYGul1f4eTNcSS6RJH5ZJPkSEjb7Ke4+tTeHPAbrMZtcCeUoIS3Rzlj6sR0A9BW7qxcTkVKSkaFr4bh0uZZbu7hjmDbRFAN0jN6bRzmo/GUczaAzvH9lXOFQkGR/8AeI4H0FdXaWdlpiuLK2VHfl5Orv7sx5P4mqs3hy48SzCW4SSTToX2skQ+Z29PcetYRfvaG8lpZnCeD/B1zdWkWpmJHLk+VHIDgr0zXsXhfQo7SeTUPKSN3iWJQo4GOuKv2GkKLdEeLyoVACxhdpx9B0rYRVRQqjAAwAO1a2bfMyJSjGPLEXoMmmMcnNPbnjvUZGOtWjAKKKKYjzlhjpmnbMjin0uK6LGNhoGBS0oFLQAmKWiikIKKKKACilCk9KXYe9ADaKXaT9KUr0560AN6itKz1S8k01Y1cK65RjnhSP8AIrOANc9rt++mRXkO8ql7GSpHOHXH8xxUTjdGtKfKz1nQUSLT0fzTM7ZZ5M5yc9Ko3UK3U8heV4EXJLocE/jXnPhHxJqejaakNwmUuTmMSnAyPfsT6d6zfE0/jLWZGiVZYLdn27Y+M+xNYuPQ69tTtdK8WMb+e0mbzrZJCsNz3b/e/wAa6CfVLbytwZTxXgSXl1pkEdtBM7zK2T5fzbccHP411Wg69Lq0csUi4aIZLDuKTjYFM6LW9TEpKR9O9ebeJ7tDDtB5DEYFdBqWoRISFcE4OOe9cXGj61q6x/egiO+QjpjPT8adNdTOrLoj03wtA0PhqxVxhjHuP41sYpkGw28ZjACFRtA7DFSV03OQTFJTs0hFMCMoSc5prLtqWggd6LBYhopSpHWkpCExTVUmVD7j+dPoUfvF/wB4fzpjR6gepooPU0VgbBRRSY5JoAWik5HNG7pxSuMCB3owKaTmkpXAfgUYFMFMeaOP7zjPpRzWHZk3ApaoSXpOREuT6tVR3kb77k/WodVIuNJswPEfxO0rRJZbe1trjUbmPIdolIhRh2L45/DNeO3vjTWtR1iPUby6acoSBBu2RhCeVAXp9RzwDXvggVhhkBHuOK8f+I/gwaLONWsUxY3D7XQD/UufT/ZP6Gqp1VJ2YqtJxV0NultvEFlvgKCObG3Ee0wSjHO1RgAD7zE5bOedq1z39uX2nobA/ZpfI3Q78+YrDBGBzhhg4Bx0rDLNgpuO1jkjPH5UorosjnjOUdhGPFQEZO0/UVKWyDUT/e/A0yRj44IplKTlFpKBAOlejeFrZ7jwzCIRuZWfI/4Ea856Guw8D+IP7MkltpFLI3zLg/mKyrRvHQ3oSUZ6m4uniOfcPOtLgH/WDIBrpbLUtZt7dTeul5GpwZUOHx7jv9a1LXWNNu7YbmjbI74rM1C60m3BKTqreimuJtnoykmrGxBNHIm/Iw3Iqpd3CRnKkAdzXNnWVzsg8xx2ABNSW+n3moSiWdmSPsmev1qVEm/Ysa54kisNLmltwWZVPzDpntXPeFfivquhj7PqCnUbT+BGYI0f+6wHT2NWfGfl2egMm0bpWEKAfmT+n615wORXXQiuW5xV5NSsfSGhfEzw3rgVDeCyuW/5Y3eEz9G+6fzFdbG6SRrJGyujDKupyD9COtfIfatXR/Ems6E4bTtRntwDkxq5KN9V6Vq4GSn3PqnHOaY/WvKtC+M9vIix67ZPFJwPPtRuU+5QnI/AmvTNP1G01awjvbG4Se2kGVdP6+h9jUcrRommT0UUUCPPwKWiitzAKKKcgBzmgBtLtJ6c1JgD0padh2GeX70bfXn8KcMkCloAQADpS0UUxhSYzgCql/qVrp0Ya5kwx+6g5ZvoK47VvEF5qCPHATbwnICqclv94/0FJySNqeHnU16HUy61a/aUtLY/aLqRxGkanA3E45boKteLPCMl74UleWRDeRKZAEyF/wB0d/xNeWabfSqVcNi4hYMp9wcg/nX0DaahHr3h+G9ixieLkf3W6Efgc1hOTOh0YRinE8t0K+s7zwz9lvkDrESpBXPFZyRacshjTUG8gtuEXnNgH6U3UYj4a8Q3dk+BBMQwIHr9e9YcmmhL8OJeDkgLzn/61FrkKpZWO0ihslt28tERADnC4FcNqOp/Yb+4e0YorjDAdq0rnWkg09rdedw6k1x/2e61K4dYEeRy3Qc4HqTRGPcipUvoiR726vXS3i3F3PT+tdjpWnRabYiNOXY5dz1Y1BoegfYI/MkAM7cs2OnsK2zGNuKJPoghFrVmfLq+s6TdC4tZ/tNoo+ezkxjH+yeore0Hxrpmuz/ZlD2t0fuRzEfP/ukdT7ViSc5z2rza++S+n8s4USEjH1qoSvoRUgtz6Horx3Q/iHqumBYbz/TrccASNh1Hs3f8c13umePNB1IKpuTayn+C4G0f99dK0MTpCKSlR1kQOjBkYZDKcg/jQRTQEbAk8dKZU1RuOc0MGNpUH7xP94fzpCOSKcn+sX/eH86QHpx6mig9TRWJsFNJ9KGPPtTalsaDJoopM80hgaqXF+kMvlIA8ncdlqO7u3E3kRnBAyzf0qKGNFIOBms5ztsaQhfVkjzSyjBcqPReKgxtNWjjFQOdvOaxcu5slYcoNKVNEZDCpXXFK1x3IQcVT1jTYNa0i5064H7qdNuf7p7EfQ1aZsHFRmX3ppNO427qx8x3tu9ne3FtJnzIZWjP1BxVctzkV0vxBhSHxxqewAB3WTHuygn9a5hmwcd69GLukzzJK0rC571HJnbS5zxRyxAqiRrrhR7VHU7/ADVCVOT7UAxKdDK8MyyIcMpyKbginbDwfWhq+gLQ7G1vI7q3SRSORyvda0rK3imkG5c1wEE0tu4dGx6j1ro9M8Uw23+vt5c+sbAj8jXLOi1sdlOsnpI9G0+xgRFITH8qt3+o2mlWT3FxIqRoPxJ9B6muFf4gpFGVt7ORj2MjAD9M1y2p6veatceddSlj/Cg4VB6CpjRbepc8RFL3S74j8RTa/cIWiEMEWfLjByee5PrWJ9KKQkV1xioqyOKUnJ3YtFFFMkcOhq9pmsajo1yLjT7ya2kHeJ8Z+o6H8aoqM/SnEUWGj3X4a+N73xMLmx1PymureNZEmUBTIpODkdMjjkY616BXylp2o3el3kd5Y3ElvcxnKSIcEf4/Svdvhv4rv/E2nXy6kY3uLSVQJY1Ch1YEjgdxg1lJW1NIyvoV6UKT2pyr6inZ5xW1jOwwJkfjTguOlOooAKKKKYwoxQzKqlmIVR1JOAK5/UfE8UWY7ECV+hkP3R9PWk3Y0p0p1HaJs3d7a6fAZru4jgjHd2xn6etcrd+NFu96aWPlU4Mrjn8BXF67LPeal5txIznaDlv88VBp9wtvcbW4R+D7e9S3oaU4xhW5Zm47ySys8js7tyzMck0uwAZNPVdoyaUDPPesj3VFJWRz85NpqLlehO4D2Neg+A/FUelzmyunAsLpsq5PET9Mn2PQ+nWuG1iH545PUbSaNNPmQyx/xAg/UVTV0ebHSrKm9meveMPD1prCB5QQ6DKMpry+48M6hG2EussGCgZxx610mheMDBbjTNVf9yvyxTtzsH91vb0Pal1YtFNuQgg8gg5BHtWSbWhlUopPU5m28J3N1dIt3dbIlHJXqR6V2Nnpdlp1mIbSBUXHJ7t9T3rJhud6k5IIoOqNE3LcU229zNJRNKRNgJwBVJ3AOKdPeq9uHB7cVnpJJI3TikWR38qQ20khP3Qa82kzIzMOrHNdV4j1BCDZwNuOf3hHb2rAityeSOKuOhLjcoxDccVYWH2qNk8m4IH8JrUWLgE1ciaMb3RNpWq6no77rK7kiXunVD9VPFdrpfxEjJWLVoPKzx58XK/8CXqPwzXDiLFK0IdSD0NJSsazoKSPbLe4gvIFntpkmib7ro2Qakrw7Rtav/D1+fs0pCFsPG3Kt9RXrHh/xDDrsL4TyriLG+PORg9wfStEzi5XY1XHOfWiP/WJ/vD+dSEUxVxKv1H86GSemnqaaT1FD/eJptc7ZugopD0pjNk0rDHlgPem7smqt9fW2mWUl3dyrHDGMsx/QD3NedP8Uri81WGzsrGGKGWQJvlYs+D7DAFUotq6JbV7M7VZPNuJZOzNxVxBwKo2a5H41pKOmBXK9zrQ0n5aqTtgVdkxs4GKyb2UqjYBY/3VGSfoKzaKViezlZ/m5x2qxNcKo5IrIik1W5wsOnyRKf45jtA/DrVyLQTL81/dPIf+ecXyL+fU/pW0YOxm5pFG61i3hfa0gz2HU1z+u+KrnS4i/wDY+oyjG4EWzhcepbGBXolrY21ooFvBHGOvyrz+fWp3USI0bjcjAhlPIIParUF1IdR9D5K1fVptY1S4v5gFeZtxA6AYwB+Qqhkk5712PxL8NWHhfxMtrpzuYZofP8tyD5WWPyjvjjjPNcbXWtjjle+pMM45pV61Gq9zUwGBmqATGOaQL3p3Wlx70riInXKn2oj5T6VIemKgB2OfTvTAmK5FR4C4zmpVwQCDS7c0gId4pxbcKk2ewoO0d/yoAYFz1pQMUnmAdBRkmgB2R3ozke1IBSj3oAcDtH1pC2R0pXYbelR54FAx4ODmvS/g9raWeu3Gkv8Acvk3Rsf+eiAnH4gn8q8zrS0O8lsdbsLuHPmQ3COoHUncOPx6VMldBF6nt1FFA5rQYUUuDQBzSuAAVFd3MFlay3Nw4SGNdzMf89amrifE+om+1iPTI2/0e2/eTY/ifsD9KTZVODnJRRBe30+ps8s5Kq3KRZ4Rew+vqfWqOzAxipWfg8/jWZBqIe8ZHx5T/Kp9D6/jWW5714UFGJU1dT9qU46pVWS2EcUUo5Drz7Eda0dZXDxHsQRTUQS6OwPLIxI/nVJ6Hl1oc1aRbsZxcWqk/eX5TVkdqw9Mn2XWzOVkGPx7VuA81LWp6WEq+0h6FPVY91mW7qwNZ+lsFuyOzKa1r0brOUd9prnY3eNg6Nhh0NVFXVjjxkvZ1lM1tQCrA0jcbR1/pWbba3c2kflxuJIR/wAsZOQPp6VDcTSzgeZIzd+TUVla+bMzkfKi/qaHGy1M3iHVmlFaGrF4ntekkckR75GR+lQ3WsW0pzHMvt1qjcaepyQBmqE9oYYy/pUJIJ03HVnRxeILZIUV2ZsdlXOahv8AxLPPEY7ZPs0ZGC2fmP8AhXM7nHTA/Cg5bljn61SgYe2XQtwYmnK4yAM5q8I8VHp1syRGRhgv0+lXhHihnZRi3G7MG8XbdP74NTC/cADy1496fqSYuR7qKhSzmkQMkeVPfNUcL54zaiXLW5+0SFCgHGeDV0KAKz7K2miulLxlVwQTWmeKhndQcnH3jF1NQLw47qK6Dwpq8en6xbzs+I2/dSj0B4z+Bwa5/VP+Pv8A4CKSyT5JGPfC1fS5ya+0lHue/nrTAf3y/wC8P51k+GNS/tTQLeVjmWMeVJ/vL3/EYNbAA3qcfxD+dX0OdqzsejsSSfrTScU4/eP1qJzk1ymwMcmkpKhuZ1traad+FijZzn2Gaad2B4t488Xy61fyWcJ26fbSskYHWRhwXP45wPT61y2huX8S6cByfPWqt0+WHr1P1PNT+G2/4qfTT389a7JJKGhyp3lc+iLFfkrRUYFU7AfIKvAcV5TPURDOcRn6VmWimbUA38MfzH+lXr1tsTfSsrw7qNpfx332eUPJBP5Uo9CBkfh1/I0Qi3K4pySRvZ9qcDmmZwBS10nMSBsfSnqc81EOlPU8H2oYHi3xw0lItR0zVkUA3EbQSkd2TBX9CR+FeS4KnNe1/HQk2GiDt50x/wDHVrxZ/u/jW0NjGe5JF8zcjipGGBx0qKE/MBU55U07iLGnQWk0z/brp4IkQsBHHveU9kXsCfU8V2Kmwt4TaRaPbJpMRVtRu597s0g58tHyMuMgAKPvZOMCqfgDQV1bVGupLW8uFs3R1jt1XDPngMWIwBjP0H0rr9V+GHiPXrjz7rU9OhjjBSGGNZNka5P6nOSe5Nc05Jzs3oawi1G55C+C7FQQuTgE5IFQumeRXd6x8K/E2lQPcJBDfRKMsbR9zAeuwgH8s1xDAgkEEEcEHtXQpJ7Gbi1uQxttOO1bFvpLTWkdy+oabAj5Kia5Afj1UAkfjWQy85q/pdutxdqZsi3hUzTkf3F5I+p4A9zSm2ldMUd7Gpf6LYWdvaRPrNoly0fmzELK/DcoBhf7uD+NYtzbwxSKsF2typGS6xsmD6fNUmoXb6jqNxeyIEMzltg6KOwH0GBUIHAPalGLS1Y5PXQ0NK8P3mrEGIRxRFxH587bE3HooPVj7KCauazo2nWkNxPp2oSTx28627iSLaGcg5Ktn5hlSeg4IroNFfUNbS2v7iGK1s9Cs9ls4RljdyTgnrk8ljt5OBxzXKandwyRW9hZlzaW27EjjDTO2NzkdugAHYAd6zjKUp2vsaOKUTN6mnEADpzSYwh+tNroMRrEYA/GgY65prfe/Cur8H+DLzxDqlubm1uotMILyXAXaCMcBSRyScfrSbsUlfQy9F8O6t4gnaPTLN59pAd+FRM/3mPAr1vwd8NoNDuFv9TlS6vozmJEz5cZ9eeWb9BXUWttpXhbQwkfl2dhAC7M549yT3JritZ+KEFyp07w7aTXN3cDy0ldSoBPHyr1J/KsXKUjVRjHc36diilAz3roMRKUDJpSpAzTh9ygLGfq98NM0ua7xkoPlHua8304s8ct1KSZJ3LEmtHxlqs1xO9ksh8sS7VQe3f86qoqxwpGOigCs5M9TBUeWV2QahN5VnIwPJ+UfjWLYqLi6EbfdHzEeoFXNYk4ijHuxqHTEO6SbuMKP60LSIVv3mIUexb1Jg9kh7o+P0qHTpMxyp/tD9RS6gdsEmBwSG/L/wDXVLSbiJJpWmkCqAOPU80ug6jUcQmJ5H2a4YZOUbiuit2EvzDoeRWBqNzE0jzRk7SoHIxzWvpT40mJ2PzFcU5bDwbSqyinoWJsOGXsQRXNAEnH4V0iAsc1zkg2Ow9CaIE5gtYlwaQ5OHmUD/ZFXI7ZIIvLQcdSfWrOcgH2pjGk2ddKhTgrxRTkiqjfW+60l9hmtcgZzVa7QG1lH+waSCtBODOatrdZrhYzkBu4rTj02BGztLH/AGjxVOy/4/Yh/tVuBOM81TZwYSlGUbtEOyl247VLszzRtFI7+UxtUTEkZ9VIqzpx/wBDA9GNM1ZeImPGCRTtLGYHHo9V0OGKtiGi1gUx6lPFQSHAJNQdctDG1E7r3HsBSzS7b7y1wF+7getRXWTdue+RTLtlW9GwY24z7mrPLk/ebXc9C+Hl7sv7uxZvlljEqj/aXg/of0r0IfeX/eH868h8JzmHxTp5BwHcxn6MCK9cUkuo9x/MU4vQiqrSPRZG+Y49aYTQx+Y/Wmk8c1zFATXJfEXVRp3hSeJH2zXZEKD/AGc5c/l/OuqLZry74vXcQTS7UoGmzJKG/uqcD9cfpWlNXkiZu0TyyZizE/jU+gOF8Tacf+nharM3yMc1Wtrr7LqNvcA/6uVW/WuypszmhufU+nnMI+tXuKraZGj2cb9mG765q00eM968lrU9RGF4puWs9AvbpPvxQsy/XHFeO/DbXX0vxSlvJIBBqBEMu7+9yVP1zx+Nem/Ea6Nr4J1B1PzFVQcZ6sBXgSysrrOh2vnOR2YHt/OuzCwTgzmxEmpI+ps44p4OayPDuqjWvD9lqH8U0Q3+zjhv1BrVDDFZvR2EtdSUHmnVGDnpTx0oQzy344DOlaMT1E8v/oIrxN69i+N1yhOi2gzvAmlPpg7V/oa8eYZHHWtYLQxnuJG2Grvfhz4O/wCEo1lpby3lbS7cEyup2hn/AIUz15745H41wSJmRFOfmIHFe3eLPGVv4W8K2Wg+HgtvczxAs0Q5hjxgnP8AfYjr16n0qal2rIcLXuzY8Qarpvg3S107w62l2chf960kikQepKZLO/oMH3rze1+It7b63eX9w9xdgoEtkeZlVccZKjgEjk45zxXFscsWPU8k9zXW2fg5rbTV1HWba8+ztEZj5S7EiTblSz92PGEHqMkdKxVKMI2m7mnPKT0Ok8MfEPXZLjzJYWl0yEbZIwHmld2+6qMTkt7dAMk9q1viD4R0vVo7fxDblbcMp+1MBt8zj5SQB9/dwe9eYaBaatqczadp9zLDAw8y5bzSkUajgu+DjAH59K9n8IQWOp+CLnT9KD/ZIJpLWO4f70h2gmXHb5myB7VM/dlaBcXde8eF6xpa6ddOIpt8O7EfmECRgByxUdBnIB74rQ0Sx+02K2wbbJqV4lsCBk+Wg3vgfUp+VZ1zp2oPr02nTRyT6ibgwsoO5nkzjH516ZdT23ww0izTyYbrxJLBhM/NHbISSze+Wz9ceg53km0l1Mla7ZpWXwe0eeJ57m4vbeHIKhmUNgDnJPAz+OKtD4Z+A5j5EGoyNMM5CagjNx1OMGvINZ8Sav4hnM2p30s57JnCL7BRwPyp3h/V4NGuppZ7RZ0ZBtUHad6ncvI/hz1HfApOE1HR6jUot7HqniP4c6uukWcfhzVbhlskbEMs5RnJ6EMDjOAABwBj3riL2z0e5Gs/aJ7eHUxdpEXuHMYiVVHmOFHLMWDDAB69qbofxFvtDvYvstvHHYeYGngLvIZV7/M5ODjPTFdR8W/DUM9vB4s0/aY5VRbkr/EGHySflwfwrOEJrSRTlF6o8sv/ALIL6QWHmm1BxG0v3mA/iI7Z647VWoNTW0QmmjjLrGGYAu3QD1NdWyMNzrPB3hS01KE3+pMoQsPs8MkgUOAfmc9yB0HYmu/1LxTciObRPC2nT3l9D+6aZUHkwcf3vukj8v5Vxuh+BLTXZfPutSu3gQYL7FG70Vc9BjvXf2OoeFvB2kixj1G1hjiyzJ5oeRmPUkDkn8KykzWK0OX0P4darqd+154uupZYx8ywi5LtIf8AaI+6Pp+lehaR4e0fRtx03ToLdj/Gq5Y/8COTXnOqfGB1Zk0fTl29pronJ+iA/wAzXKat4/8AEOtQG3uLwRQN96O2Tyww9yOT+dLlkw5oo9bpwUEClX5eo60+uhIySGqMdDmnUU138uN3wW2AnA6nAzTGeQX00F94nne23G3WV2G768/hnpVwmqVmfPmub4xCL7RIzBF6KCc4qwz5rGW57eEi407vqYmpyFr1gD90AVf08BbJGx94kmsa7bzLmZu+40sGpTwp5YYMv8OeoNU1ocFOvGNdyka92N9uy55AI/wrno22sffrWlFqcd2wQqUkYEMvbIqnpcMVxeSpL9xULdcd+9C03LxNq0o8rGu3mSRpnCKN7n+VdFpsonsIivCqSo9+axb2BG8oj5bbnHYykd8dh2Fa+iyB7YjG1Ub5R9RQ9UGEi6dZxZqAAYFcvdnFxKoHRz/OumZs1zN5/wAfcwH981MDfMNonQJ/qkP+yKQn9KbEc20Z/wBgfype1Szth8KEJzUFwpe3kA7qf5VMSKidsI3pg00KpZxZgWQWO8hYn+IVts+5tvauct3Bu4Rn+MV0cIzzmqkcGC2aJAuF6UwjBqXFMbrUHeZurLm1U+j1W06eKBJBI4XOCM1e1IA2TexB/WsBznitI6o8rEzdOrzI2zd256TJ+dRTOGXg5BrFboa0BJi3U/7I/lSasXTxDqXuZ90+L1ivYioHJMm496C2+RnPc0md8oA9aZyS29TofDjn/hJNM9ftKfzr2gH50HuP514/4Ph8/wAVWC4+45kP4AmvXwT5i59RRHYVXdHoLHlqiLE9aHPzH60wmsCxSa8J+JWpi/8AF8qIcx2sawjnuMlv1Ne5M2OegHJzXzLq1wbjU7qcnJlmd8+uWJregtWzKrtYqSSfIR2re8BeEx4r8Q+TOWFlbjzJyvBPooPbJ/SqHhzQ5/EmuQafCCFY7pZP7iDqf6D3r6P0LQdP0DTktNPtlijA5PVnPqx7mnXq20QUaXNqa8EKRxpGgCooAA9qlkAAwKiXtTZGO2uJnbY8++LUwi8GTKP+Ws8aj88/0rw6NQXKf3uV+or1D4zasrLp2kq3zFjPIB2H3V/rXl56bh1X5h+dehhVaBxYh3met/CTWnltbvRpCMQfv4vXDHDD88fnXpoNfPvgjVRpPjCwnZwtvcEwue21xgf+PYr6AB7VlXj71x03dEobHSpQeKgBqRSSPesblniXxrnLeJ7CHjEVlkfVnb/CvMAcHNdP8QtVbVvG+pzb90cUv2eP2VPl/nk/jXL10RWhhJ6nW+AvDg8Qaw8kx221mnmyE9C38I/qfYVjane/a9YuZi5dC5CEnPyjgVv6DeXll4K1Y2kbgTFlkkA4A2gdfoT+dcZnmpW43sjvvh34Vj8Sa8rXa7rKBgXXtIeuCfQAc/UDvXsvjdgPB97aIkYNwi2sasMIm443H0CgFvbFeZfDXxJb6VYumCf4CQMkEklvz+X/AL5FdD4w8eaXCtjZuFm89w8rsm5Y0zg5Hc9unc1x1edzulc6YJKNmeaX+vQw6adH0OEw2T4E83/LW9I6Fv7q+ij2zmvefCGi/wDCL+EreyLAyqjTzH1kI3EfQdPwrxPTL/QbzxZD5tncXslzOCZ3IQGVmHIQcBBz156fSvZtX1RrbS7mZpiqiJyzAZIG05P19qqUuTRRFGPW55h8K4f7Z8e3WqXZ82WGN7nLc/vHbAP4ZNc3461d9Z8a6pcM37uOUwRDsET5R/In8a9R8A6Vpei2Oq6pYXXmWzttSQtv2oi55YDk5JJx06dq861LwrCNFh1KO6WJ55mlaS7bywYnyUP14zhQT8wq4VouRMqcuU5qxsrjUbpba1jMkrdAB+td947+G9r4Z8O2+o2dzNJIjrDciXGGLfxLxwMjpzwab8PNLH9s2ws7q3uoJbkfaGGFYxxAP8qt82C+O3IWuv8Ai1cxzaNZ6c99b2olm82TzSSzBQcbVAJPzH/69N1vfsJU/dueFCvbNUnl/wCFCwif5nNlCoJ9PMG39AK4qDwRbXNxa28N47yXc6RxMPuFcfvCDj5iDkDHHHJ4rvfixJFp3gKGwgARJbiKJEH91AT/AEFPnU2rCUHFO54ZgnpSSFg0ewZbcMDGcntxTlGDmt/wXpo1bxtotqVLIbpJJB/sp85z/wB81uzJGXd6/qd7BDbTXDIkGQFj+TJ7k46ntVAH1JyeproNY0CafxdqlpaBAVu5RtY4A+c1q2fw01OaPzJri3Qf3UYk/wAqhzii1TkzjKmtrae7nWC2hknmbhY4kLM30Aruofh8YZAJVLj1LV6F8PNDg0qe9mijCsY1TcB6knH6Co9unojT6vJLmZNigdKKK6TEKzNfvDZaJcyo+yQgIh75Y4498ZrTrlfGM53WtqqggZlb19B/Wk3ZGtCHPNI5E4CgAYFRMTnAqSTg1Ax55PNYnvWsrHM3GfPkZD84c8fjT3sZHUOrIC3TLYGfT2NR3K7riQg4YMf51q4LwKQoZmUB0PR+P51bdjxqdJTlK5iqJra4LOm11GSD3x6Vc02ISXVwTnymYA4/iHUCql7vCZSQvEDwG+8h9DVO0d2k4J49DSWoOSpSS7HUauD5ETkYwxGMdBj/AOtSaNKMzKW9DWN5jdCzH8c0u7OetO2lhfWP3ntEjrDdQJ96ZB/wIVgXTq9zKytkFjgiqW/BpyBpHCqMsTgCmo2CvinWSVjeh1G3S3jVnO5VAIwTTG1e2AON5/4DWcNPuTyUA+rCg6ZOTy0Y+ppWRuq1flskW21mHHEch+uKgl1eN1YCJ+R3YVWnsJIYWkZ0YL2GapIpZguOpAzRZGVTEVk+WQsD+XcI4XO05xmtj+1WRQBCv4k1XGlGNGkM2doJA29aphy56HFPRmfNVortc0m1ebHypGPzqFtUuSc/ux9FpbK0juEdnLfKQODikv7eKBY/LByxPJOaNNjRuu4c99CCa/uJozG7LtPX5cVSY8k08tkmtM6fbNGDtYEgH71F7GMYTrddjDkYjilkvGMIj2gYGMirlxZQr91n/OspuWIHTPFG4pRnS07gHqe3XBLnoOB9ahSPJ5q9GnAHRR0pSZVODbuzpPAnmHxXb7SB+7kL57jb/jivWF/1i/7w/nXiejXTWGu2F1uKKk67iD/CTg/oa9sXiRfZh/OiOxFb4ju3Pzn61EzHPWlkPzN9TURNc5qUdZuGttFvpgeY7eRh/wB8mvmmdyXIB+lfQ/i+byfCeqOD/wAsCB+JA/rXz1BbTX19FawKWmmcRooHUk11UdItmFT4kj2T4SaKtpor6jIMS3jZBPZBwP1ya9PD8ADpXOadGmjWdtZxKNkUaxqMeg61twTLJGpLc9wa45S5pNnfCCjFItg/yqGdsR5FKHyvHrVe6f8AdkenBqGxnz38Sbg3Hj27BPEUcaj2+UH+tc1n7uO4NWvE16b7xLqV03V5to+gGP6VRBw0YJr1aWkEjzKjvJsnWRhEV/uNuU/jX0X4W1f+2fDlneE5kKbJcf314P8Aj+NfOMbATFW5U16r8KNVKvfaNKxyP38QP5N/Q/nUV43jcdJ2Z6orZpJ7gWtrLckgCJC5J9hmo1ODmuF+KXisaRov9k25P2zUEIJB/wBXFnBP1PQfjXJFXZu9EeG3MrTzvKxy0jM5PuTmoqcwIPIxQuDx3roOc7W28URQ/C+XRIoAs8lzskkx95SdxOfXgCuPMantXUahpdrpXw9sJZd39oajN5yqf4Yx3/LH/fVc1agSzxRO+xXdVZvQE4JqUUz2P4d+CraXwql1eo6z3UhkQ5xhBgL+fJ/GuG+JFrBZ+J/sNs277PEokJ/vH5sfkR+de/XV1p2g6K9xMwisrGED/gKjAA9zwB9a+YtU1CTVNVu7+ZiZLiVpG3HOMngfgMD8Kzhdu5c9FY1PAWky6l4xsUQHbCTPIw7Ko/xIH416Z8QZ30fwfONxY3DC3Uk/3gc/oKsfCrwr/ZOkHVroL9p1CNTGuOY4uo/E8H6YrnfjHrMM99aaHAwP2f8Afzn0dhhV/AZP4il8UgtyxNjwzNBbfBwSzljD5E5k29SN7ZA+o4/GvHb++uNTvpLq4cszsSFzwg7Ko7AdMV6rI6af8BollPlyXEZjRW4LFpSeP+A5P0ryJmC9OtFOCUm7BOWiSPaPg94ca002fXbhQGu/3dvnrsB5P4tx9BXE/E3XE1rxjOkJPkWS/ZUOepUncf8Avon8qoWPxA8RadoSaPaXixWyKVRljHmKCckBu3U+9afgDwM/iu6e+vZCmmwybZMN88zddo9BzyfeqtZ8zC90oo7P4TeG7i1tG1y+B3XEQjs1Y52xZyWHpk4/L3rn/jHq/wBq8Q2ulo37uzh3uP8Abfn9FA/OvXNS1LT/AA5pD3Vy8dvaW6YVF4zgcIo7njgV806xqc2ua3d6lcjEtzKXKg/dHYD6DApQ953HN2Vin0+ler/BPRfN1DUNakHywILaL/eblj+QH515Tx+lfS/w/wBCOgeDbK2dQtxMv2if13Pzj8BgVcmRFanmGt2/2X4naunZ5fMH/AgD/Wu700ZtUz6VzHjiIQfEppcf661ib+Y/pXS6W2bZMdMVy1Duo7FicDBFafhhMW1y3cyAfpWdKuQcVqeHBtt7hO4kB/Ss6XxFVvgMSiiivTPODmuC8RSSy65ceYu3ZhEA/ujofxzXf9qvDw/p2sWSLeQbmA+WRThl+hrKpKx1YOSjPmZ407Z64JquwXnr+Nek6l8MZ+X068R17RzDB/MVyt94O1yxJ8ywlZc/eiw4/Ss1JM9b2sJLRnndzGpuJdrDJc8E1qLETbRcZ+Qcj6VTvrO7t55POgmj+Y5Dxsvf3qJtQ2RKhh5UYyHxWj1PLo1FCcnIg1MSBSWjbdjG9ehHoayYWfkKSAfSprudpmztKj/eJp1u0Sr83Wqic9aalLQlgLRyKw5wQTXSTrmB1x1U/wAq5xpowvFb1g7XkKSY4xgilI6MI07xMMHipIZQtxFjswqC4Plsyj+FiKZE7b1IXncKrocq0mdXksu7tTCOKdKWitwMDdgmsN9UuQuMoPotZpXPXqV40rcxd1CXbZSD1wP1rFWRgwIHenS3lxIpV3yCemBUIkc8CrSPMrVVUmmjrIgZAQQeRisMgIMYGRXQW3+qRj1wDXOXTbZ5F77iP1pROnGL3Is0dNP7h/dv6VW1Z8zRrnouataahFmp7sSap365vG9gBRbUKvu4dIpY45rXllEca5PYVkSNhgvqaNQnL4UHjNEjChPki2PvJ8RMcjJ4FZS/epzKaaoIPSmlZGc5OUrsnjHIq9HjA7n0FVIIpJCBHG7n0VSa6LTvDWpXWGaHyUP8UnH6VnJpHRDYzBbvcnykBLt0x2r22ybda2zBtwKJ83rwK4q30WHTozj5pCOWNdXob79OgGfutt/I0Qkm7GdePU9Ff75+tRnrUsn3iKiNYsEc144OPBup/wDXMD/x4Vwnwv0ZGvH1idCSreXbj3/ib9cfnXbfEByngy+RfvymOJfqzgCs43Fn4d8O+ain/RIgiqP42HA/M1o5tQsupVOCc7vodM9yl14hWxhO4W0HmTkdFLH5R9cAmr5f5vLU/drE8KQGw0sy3kmby5Y3F3If7xHT6AcfhWxpsZeJrmUfvJ2MmPRT90fliudrsdKd9zRtpBwCaz9duxZ2FzIOSiM3HbAzmpLOU3fnSp/qkkaNT/e28E/TOfyrg/iTrw0/Rp7GJs3N4hU/7MXc/j0pwi5SsiZtQi2zxWeXzpGkPV23VICfNSoCMlR71ICfOSvWjoeU2SyLlgM9QR+lbOha1LpetWWpR4DD74x97+8PxBrFkbARv7rU+KNpEkjQ/PG+V/nTeugk+p9P29xFdW8U8LhopVDo3Yg8ivnjxhq39u+LL2/ViYS/lw5/uLwP5Z/GvQPh/rrX/hbUNJaQrPbQO8TdwjKf5N/OvH1k+RQ3OBXIocrZvKV0h8gylNtyouIt/wBzeu76ZGaeNrDio3Xac9qpmZ3XxNEjalpko2C3e1IiCdAA3P8AMVwwB7mvS5tMbxb8L7C8tf3moaZuDxgcso4YD8AG/A15uFJ6cjrxUxfQp9y1cavqV3aRWt1f3M1vF9yN5CVH4fy9KsaBpcuua7ZabEmTPKA2Oy9WP5A0aH4f1HxDe/ZNOgMsgGXYnCxj1Y9q908IeDNN8JW/nbhNqDpia5YdB1KqOy8fU0pSSWg4xbZ0GpapY+H9JkvLx1htoFwq929FUdycYryzwj4ai164vPGHiVgto8r3CIxwHIbJZv8AYGMY74rnNf1u/wDH3jGKyt5T9mecw2aHgKpP3z6kgZz+FaHxJu7nTjYeGYZStpbWyMyLwG6hQfXgZ+prOKsVKRzvi/xRP4n1uW63Mtqh220J4CRjpx0yep/+tXU+Afh7aa7pranrHnCCQlbeOOTYWA4LE+meB9K87ihaaZIl+87BQfcnFfTmotpvg7wmpuXWKCzgEUKnrIwGAo9STVTulZCjrqz5y8Q6ZHo/iLUdOhcvHbTtGjE5JA6Z98V6x8DpA+maxAf4J43A+qkH/wBBrx+9updQvri8nI824kaVz7k5r0/4d3r+E/BOt+IprVpVkdPKXO3eF+Xr6bmx+Bon8NhR3uc18Sr/AFi68W3VnqrAR2kjLbRou1PLJyrD1JGMmuPUjPH51s+JvEl94r1b+0L8RK4Ty0jiXARQSQPfr1NZAx0xVLRCe5u+DtHGveLdOsGBMTy7pSOyKNzfoK+oR044FeRfBXQozDfa7KmZC5tYM+mAXP8A6CPzr12pkXFHk/xFj/4riyfs1ko/J2rT0yXbbxgjtWb8RpP+KzsR6Wg/9Dardq4FpGw9K56mp109jeUb1JFXNHcRXskeeJU+X6j/APXWfaPvQc4qZnMEiTL1jYNWa0dzSWsbFIDNKBigDFLXpHmCHoa6LSzm3T6Vz1bulf8AHsv0rCt0Oih1NXccYppxSDOKQmsLnRYq3McTKRJGjf7wBFcprOlaU0bM+nWrH1MQrqrhvlJrldam/cOaLsLI8N8biCPUkgt4kiVQWKoMCuchXPBrU8SSi4124JPC/LVO3g5BzXXDY4qm5LFaBj04rpLBVtdMTgZYlqwy20YFbVtl7KEHnK0SOrAr3mczOrSXcgx/Gf51YgjCsuRySP51ZuFWO7lGP4qfBtaaNcdWH86fQ52v3lvM1r3GD7Ka5FznjNdRqEuVlPoprk2+tKJ041+8h6jAODmrEURwDUUERarwXYmcirOE3IWxZQnj7grnbvm9m/3jWvayl7JBnpkfrWXdJm9l+v8ASs1uehiHzUom1ZRYt4lx/CKyb1/9JlbP8RroolEMC57L/SuRu5cscHkkmiIYv3YRiRKd8+ey81HMS0xqW2XP4moicyyH2NPqctrQXmT29o09vLKAdse0E/XP+FWLPAYAit/wPZDUdN1y2Iy3kxuv+8C2KwkQx3BX0NJgtzs9H+6uOPpXRoDsrmdHb5Vrp4jgfhXPLc6o7Fa6B2nIq/4f/wCPTHpMf6VUueVNWtC/1Df9dv8ACro7mdbY9NkHJNREVYccmomFSQcB8U7r7N4es1IOHvo2IHcKC3+Fc3a3UPiXV4jFIzadAwllDAjnqq/UkCtf4wZGm6UO3nyH8krlPDV9a2vhdhHJGLgSM0iE4YnjH6VpKP7u6Koy99xO+Nx5upCwhmZo2AkuiD0TPC/Vj+ma6C81fZbCOyZGvJT5cKH17k+wGTXG6RJFpOmSPekefMfOnZu3oPwHFXvC0E17LPrdxuRJgVtY2/gTPX8cVzHVtodtEI9O0qO3TkIm0Huff+tfP3jLVG1bXL24zlA/lR4PRV4H+P416trGpiHStTJm/exQELg/dJ4z+Rrw6ckqPc114SO8jjxcrWiVAvzDFH/Lwgp4GHzTSP36muw4rjpeYT7U+CQx3RbGfMjzj1x1ph+6w9qiZyqW8nZW25oY0bunaq2j6pbX8BLQyZjlUfKHRhyPyJHsayLiOOK5kiQ7kViFcDqOx/KnbQ1vdQfxIS6fz/l/KpNyzqGU4YqGB9fUVMo82wLQqbD1XNL5hAwy5qRtytg9fQ0hIPDjFZWKub/hbxlc+GDMsEfmRSkEoWxgjuK6tfFvg/WJRJquj28UxPMht+D9SnX8RXmflg9DkfyppUqc4yKhwTKUmj3bTvE3hyCHyNO1TS7SPOfLVfKBPvwK57xl46EVpcaVp1wJpZ12vcRNlEQ9QpHViOPbNeWYVh8hI9s00iQHqalU0mDmzqfAFxBZeOtHmuMLEJ9hJ7FgVH6kV0Pxe025g8Wi/ZCba6hRY3HTcgwy/Xvj3rzYNIp6ke4r2nw7450XxDosena88DTFFSWO56SEDG4H1PtzRLR3HHXRnjynDA5wRyCKs3mo3uoSCS8u57l1GA00hcj869Um+EGmajO02m640ELnKxNEJQo9A24E/jXQ+GvhLouizi4vpf7UnU5TzY9saH125O78aHUiPkZ5l4M+H2o+KZUupg1vpYYb5m4aQdxGO/pnoK7/AOLMtvo/gex0e2RYkmmREjHaOMZ/ntr05Y0VQiqFVRgADAAr5y+JXiNfEPiybyHDWdkPs8JVsq2D8zD6n9AKiLc5FSSjE48fKcH86U8c03BJGRW14U0z+2PFml2O3cktwu8eiA7m/QGtWZI+hvBOkHQ/Bum2TLibyhJL/vv8x/nj8K6CkHOT60mc1k+5seU/EBMeN7d5B8htE2/99NmnrII7ZNvK9K0/iZAitpV5gb1d4ifUEA/zzWTaMskCg85FYyOilsa2m3O87eTWrJ80Rz3rF09dr1sMf3ZJ7Vmaor0nelor0jzAroNOXbCq9BgVz+OK6OywY1HsKwrHTQ6l3tn0phNPNQu2AecVgdCKdyQFbnsetcZ4hm2Wch6YBrrL6QCJsmuB8Tzl4DCp+aQhB+Jx/WhLUHseL63G0Os3KH72QT+IB/rUFtcDO08Gt/xpZlPHGowKMYkXH02LisB7YCRinY4rsicc1pcvbA3PrXQadGwsYR7f1rmonO0eorqNNbNnBz0WlM6cD8TMa6KvdTEgD5zSW4VbqI543CmSOHkZjgnJqKBs3kYzjBJ/Sn0Oa96t/Mt6g7PDIFBJYYAFY8VjcyNxC35VsFi74FaNpBtXLY/KovY9CeHVWV2YQge3O2RdrehqOaXAxV7VZAL1wPQfyrIZtzc9a0R5tSPLNpGxpZLW3sHNNmiLaoEx94rUmjDdAy+j/wBKttEBrEZPZQ35A1HU9Dl5qUCfUZhDZStnop6VxMj7mJre1+7BjEIPLHn6CsADNNKxhjJ800l0NO3j2QBjxxnNZ8RBkbuMGtK8kWK3WPIBK9PwrKjONx9qFsTUaTSPR/hYn7zVHxxtjX9WrE8QWJ0/xDcw/wAIfK/Q8iuj+Fe06fqJ7+cg/wDHTTfiFbBL60uh/wAtEKk+4P8A9em9jK/vFPSHAC5rp4pQVBHpXFabPsArpLaYyEBelc0jqjsaEp3LVzROIGH/AE1/wpggxFkjJNO0j5TMvpKP1xVUviIr/Cep5Uk8ikKgjqKjKAk8UhQYpEHm/wAZYh/YWnz90uHX81/+tXj1nI0EkcyhSyOrDIyMg5r1v4zz+Xomm22f9ZcM5/4Cv/2VeQx8Rj3NddFXjY5qjtK6O1sdRbxLq8NpKvlRsS8il879ozt+hrptX8SzaPa+T5YEx4jUdMev0rzGFmRwysVYcgg4xUoeWaQtIzOx7scmm8KnJPoaLFNRa6l+bUbprWYPcSETnL5P3iT/APWrCl+9j0rSvGUBQhBB5zgc44/xrMf75963aUVoczk3uN75pv8Ay0/Cn5PX1ph4akAoqArutZF/utmps84psePNlTswpMaHxymO4gmHIkUBh7imgNC8kSE4Q7kPt6VGBvseD80LE1OXEc6PxtcZUt0B96QyVZFmjBYAg9vepRpjugMbhc9Fc9afBZtC0kwUiAgOpPbP8/amNcMWwGOPryfc1VlJC2Kk0Zt5CjHDKcHAOKQPnhhirpZXAEwD46HuKilt4pD+5AX/AGST/Ws3TfQakir5YJyMilV8na3Wghojgg/jSna6+/asyhdoNIYg3TFPRWkIUKdx7AVej0e7YAnbH/vnn8hTUXLYG0tyTSvEes6HIDZX0iqv/LNjuX8q9A0342zW9tsv9JaaYDhopgqn65HFcNHoMjcC5jLehU1TvdIurQEyxZT++h3D/wCtSlRfVAqnZnU+JfidrniRHt42FhYuNrQwMcuP9p+p+gwK43HqBUCho/u8ipUfI5qLWVkVe+4pbjjrXrXwV0VXuL/W5FBMQFtD9Ty5/LA/E15LwRmvpjwFo50PwZp9q6bZnTz5gRzvfnH4DA/ClLYcFc6U9aaaWkNZvRGpxHxPTPh+0kHVLofqp/wrjdKuT5cWT2xiu8+I0W/wmzf887iNv1I/rXnFllLcMP4TWUjamztbT7wPrV92/dGsywfdErZ6ir0jfIcdayZsh1HaiivSPMCuisfuAVz6DLge9dHYrhM+tc9bc6aGzLbHAzWfcTBcjNX5fuGsDUZBGSayN0UtUvAIzk1xPmf2l4msbcDIWXzG+i8/4Vd1jUgSw3dKr+DLcz3d7qLZIAEEee/dv6Cqpq7JqytE5P4hwRweMJbgMN72iOw9CAR/QVxkIyMEc962/Geom98aasVbKR4hX6JgfzzWNGce9dK3OWcrpIRoyrblrpNJbOmK/wDdBFYow3GK3Qn2TRSvRvLJP40pnTg7pyfSxz0hAGahtWLXgx2UmidsLSaeCbpj6Kap7HNS1qI0BN9nZZXQOCcAHipm1ttvywoPxNR30QW0iY8/Mf5VlyNjipSTR0161SnPlixbu5NxM0jYBPaoFGWFNPzH2qeFMnNVY4223dm3oaYWVfcGpL2UR6gzntD/AFpNJIjE5PQKKy9Yui0jlT2C1HU9KErUEzKu52uLksTkdqETAzTIkyckVOOXHtzV9DzruUrkV3MZpy3YcD8KYg+VqZnL/jT4vmkC+tJ7DTvPU9M+Fvy2upp/00jP6GrnxGwLKxPfzG/kKqfDU7ZtUQdli/8AZqn+IxzDYJ6s5/lR0HKNp2ORsCWI9TXaaPAXwcDFczo9pvKkivQNJtAiAAcYrlmzrgtC00JEXb8Ko6b8l/cJ7q361rzptTGKxrP5dYf/AGk/qKdN+8KsvcPUwcgUtRJJwKkDA07mJ4/8bJs3WjW4PSOV/wAyB/SvMV6KDXonxoJPiLS1/hFoSP8Avs150fvgegFdtL4Uc1TcuqMN9RVq3Byx25Cjge9V1GXXjgir0ZjEJLlGZfnKnrgdMV0vYxKd1zJtHzFRt/KqBOevBBxXRaHpDavdXUIY74bWWdfdgOB+ZrAmVCDIh+U9VPUVlJq9i0tLjCQQaaxBwaXOMimZyKVxgOppmSk6t68U7IFMbnB9KYWHxcXEsXaQcCkUmS0UYyyNtxTXYiZJBxginITHM+3sdwqbhYsC4e1TyQ7tEedqt0I7igMkw3IQT7f1FU5GLOfQcCmDIcMpII6EUJgaatInJQFR1INH2lP9n8M1TF3NkFirkd2HP51N9uLAAwJ+Bq+YVifzYcfMTj0o+xnzP9UyA8gMf6U2C4VpQ/2ePCnJLEkj6VowB7iTe3GeOKpRUiW7FiytBD8/BY9PUVopGxPU+9Jbx9FUc96s4CgKpBPetopLYybuOBVANq5INOeJvLDEgrTYkDEuTxUrnKbfWmwOa1ayUlp412kDLADr71jV1t4u7H5ba5XbiQr6HFcdaKi7o3pu6Op8A+G38ReI4FcKLO2ZZrkt0Kg8L9Sf0zX0h50ZP3hXnnwy0ddL8KxXRH72/wATk+i9FH8z+NdqDmuOT1OqCsi+JEJ4YfnRuXsR+dUKKl6lFXxZam98MX8KkbvL3j/gJDf0rynTCJEKcfMuRXrV0nm2s0XZ42X9DXkdirweW56oTGazkaUzqtMyIgPStByNh+lULDGMjoauOfkJrGRuWSMAGl2e9Cgmn9K9M8wYfkbPcc109lzApHcVzaqHYL61vaYxa3QHqowa56251UV7pck+6a53WB+6btxXRP0rNvIxIrK3QgisjdHiWsXDi4kUctnAHqa9B021TQtAjR8f6PEZJT6tjcxrB1LQ0XxHakjMZuUP65/pWl42u/sng7U3zhpIvKX6uQP6mt6W1znratI8Md2uGuruU/PMxYn1LNk0iEgZBrQ+yGTTnVRlwMiqotbhI9zQsFA5PUVcWFak1ZodFLl1U9yK6HVX2abJnuQP1rEsrUz3Ua4/iBJ9h1q/4iuALYIp43ih7m2H0oTZz0r5NWNLANywHdaz8s5rc8PWha4kkc/dUYFOWxzYZXqpFvVx5dpCP9o5/KuceTL4rc8Rzf6pAehNYUcZPzEUR2NMXrUdh6jc2BV6JNq1DDF82T2qeRxHGTTOUfHdeU0ijuv9ay7kmVh6Zp0bM7MwzljgVLPF5ZRe+3NT9o6G37GxCAESkgG7PqTTJ34wKt6bFvUtjODTkZ0FzSsZ54J4pIsht3pzV+ezUzlVJJJziqoQrnIxihO4ThKDuzvfhtcB9b1FAeHhDY+hH+Nafj4eZPp69trn9RXN/DNiPFEgzw1s/wDMV1XjBPM1OxT0jY/r/wDWolpEE3KVytodqAoOK7izjVEBNc/o9uAg4zxXVQxhYuRXG9ztjsVLxiAT2xWDZtu1kn0Q/wAxW1ekBDjisLTCW1WQ+i/1qqfxE1X7h6WsmMVIsvNUs5JFKGxSuYnmHxkjLajpNzjIMMkf4hgf6155ZWF5fzYtbeSXJxuVeB+PQV7F4zWy1OWztpoxK9rIZCO3I6H+dZkMTBlAChQeABgD8BXbSfuo5qi1OU/4RDW0VGForADJ2yqf61nXcMlsssUysrghNrrgg9T1r2Nci3BUnFZOsaPZ6xbiO4+Rxykygbl9vpXRzPqY2OZ+Ga+Z4nlJ6fZHBP4qK4vU7Z9M1S6tG4aGVk59Aa9Q8CaFLo2sXrTSxuHhCwsp+8N2ScdsYFYXxO0GSG+GsxAGG4KpKAPuuBwfxArnlP8AeWNlH3DgigZS0ecd19KYBSB2RgehHpVjCTAlSEbup6H/AArVGbK3GTTafLG0bYZSDTKYxrjK0qufmc/Smmkz+6Iz3qWxjM4JoB5pvWlXrUgPqWCPzJVU9O+KhXmr1rA+7cR24FXG7ZOxNDF5km1QNo/IVtQhI1GMk+tVYLYqQXwPQVdTC4A5xXVFWMZO5ciyijack1YRRjJOBVSA4FPkuF4HFUSXDKsagDg1WmuOBg1B5xfrVK6uArn264pNjsWJpx8nPzE4FYun2UmpalbWcf8ArLmVYwfTJ5NSTzFUBY8sCAPrXR/DayNz4p+0kfJaQs//AAI/KP5k/hXHiJHRSie3W0cVrbRW0PyxRIEQewGB/Kpw5xWYLjA5qZLhTXCdZfBJpQfU1XWRTUgOaAuPPNebzWirqeqWq/wzMVH616ODxXCaghg8XXnbzCJB+IFTLY0huTaV89upHXvV2UHaagsU8qaVB0zkfjV2ZBs3VhJHQixSGlor1DzB8PEyfXFa1mfLmZe2c1jAlSCOxzWtA26QN6gVzVlrc6aL92xqMeKpT8knirG/IFVpSeaxN0c3rEA8+CfH3JVP61x/xPnK6NZ2qnmW43H6KP8AEiu/vovMjZccmvL/AIh3HnS2QP8ABbu5HuWx/wCy1tTejRLheaZylsQr7W5BHSm6g6QQpChxvO4/QVhR6nKHBcBh+VSy3RunVyNuBjGc1okVUxEHTcVuaenSBZJHA5VMfnVXVUeZUJzgt/SiyuYoWkEpxux2qW+vIpVhWIhgpJOBT6kKUVQtczktwvWtrS2ENtO/uB+lZBlGOlSxXkaQMjOFLP0P0pvYxwrUaly+qG6mLHG0VdCAfKAPyqCK6s4YQPOXcfrT0vbUuB56+/Ws9T1VKnu2irqahbhF6YTmufvrjcdgrU1e7R7iR4zkHhfpisHBkfNaLY8avJSqNo1NLty6CQjinagcXLD+6oFNtr77NCsKxhsHrmoLyYyyF8YLHoKSWprOcfZKK3KjZZula+mER2sxbgg5rNjTnJp0kzoCkbY3dcU5LQxpT5JXNO2TzGaQ1UvYxFO/oefzqGNbllAAlI9BmkuQyLscEN3z1pJWNatTmjax0/wzX/iqHI6C2f8Amtdd4gHmeIIlx92EfqTXNfDGEDV7mYNki3K4x0+YV1WqLv8AEf8A2yT+tKb90imveRtaRCNgO2tx0CRcVn6bGAg9q0rgYjrlO0wb99qtk1m6Ku6WaY92VR/Op9bm2IRnqKNIQx2MRPVm3fma0pLUxrvSx3TJgnHrTCD3rQMG7pTDb1NiDzjXpBbavfSswUDacn/dFchd+JZgQbPEhH8Q6V6D478I3Ws2Zl08IZwMSI7FQ4HTHbI96oab4OtGWKNlG0AA/lWjq8qSJjS5panHWfjzVopES58t4hxwuCB/Wuog16O+VdjKAf4hyAPWuvt/AWhADfZI5965zxD4Eh09HvtDDpIpy1qW+Vx7ehqoYjownh1a6L+hoJLyS4B4iQRpg+v/AOqtLVdPi1fS7iwnGUmQjPoexH0NZHhG8F7pP2lbaSFXYcP3IGDj1roN1RUled0TBe7ZnzvfWc1hcyW08bJJG21lYYIqqSVPyn6V678QPDJ1Kz/tO1TN1Av7xVHMif4j+VeQsCDx1rqhPmRjKNmSSOzRxk9BkYqLOacSWi5PQ5Ht2qLmq5hC7hTf4KQnnFB+6D7UgG05euKI42kbaqkk9q1bSx8rEj/e9fSqjFyE3YitrQp88q7T6HqKvxkp/q1x796UIB7n1NPBrpjHlMm7j0yG55J9asr7cVAi8etSg7Bk8j+dXcmxM8m07Vzj1qIPnq1Ql85HQ+lNZuOMnNSFiyJOC4PTpVCUiWbAOcHnmo7m7IPlxnkdSP5Uy1gJ+pNS5FJBfjy3hCnqpY/ngfyr1P4YaZ5Hh2e+KHddTEAkdVXj8sk15gtpc6nqqWlohlmkcRRoB1PT/wCvX0ZpmlJpej2dgpDC3hWMkdCQOT+JzXn1ndnVSRQkyDUQmKt1rUntsg1lz25Uk4rnaZsW4rgkDmrsUuRXPrIyHrV6C46c0JgbamuM8Rjb4oBHBaBD+prq4pQV61yviLB8RQt626/zNOWxUNy5bD5g3qBVmYZiPHGKr2oyuR+FWnUmJvpWLOgfRRRXpHnBV2yccA9V4qlUtq+yUe/FZVVeJpSlaVjeX7vtUMoyOKkjbdHTJCBnNcp2LcoTZIx7V5N8RbVoGFyfuPGyfQ//AF8161Oe9cF8Q7E3fhq5IBLQ4lH4f/WqouzKbaV0eFocMoYcA810KadblflZ1z6HNYlzatAFkI4cA/TNdFZOJYI2HTaK6GzLC0k5OM0UrvTfs6K4l3BjjpVXG2tHV3xFEB/eP8qy18x/uqzfQZxVJ6GOJpqNTliNkbip7XS5LllkEibTzVOZiDtIINbeic2rqf4W4+hok9Aw1OM6nLIjbSZS/wDrU49jUUto1i37x1ZiueO1dHbwljubpXMa5dF72VQf4tv5cUou504uhClC63Mu5lMsuAeKsWMKNOqPnB64pkGnzyc7Rz6nFXYLOaO5TIXC8nmm2jjhSk5JtaF6PT7VTuKE/VjWXfxol2QgCrgdK2pG2pisK9y12R6ACpTuzrxMYxhoiMHAJqbT/wB7M3HOc05rMfYhKJOSM7QKh05vLuAT/ECKbd0ctOLhNcxuRgs+OwrJ1pcXa+6g1tQD5c1lXpEt+y4BwgFSjvrwTgkdL8L1/wCJnfn0t1/9CrsbyLPiFSejQr+hNcX4JdbDxVDEDhbqB0x7jkfyrvrxP+JpbSeqMP1H+NE9YnBCLhUszdsY1EY96nuyBF1pLFfkAqtqku2M7TXMdhyWsyma4Ea9c4FbMKCJI0HRcCsWJfP1ZAei/Ofw/wDr1tj74+oroorQ5K7vKx6JHgqufSpAmRVeFxsUH0qwH2jkgDufSsxkF+oSxncfwxmsOxTATg9R2rita+KqXfhPVEt1it9Qa6+z26Bix8o8+Zz3wCPqa8o/tO/E3nC+uRLnO8StnP1zQ6TkCrKJ9WxDjOOKz9XQtauFHXpivKvAPxMvlv4tK127EtvKdkVzL9+NuwY9wemT0r1HVpP9HaMNt3fKWHbP9azlBxdmbRmpK6M1LYW8aQxoFRBtVR2FGQOvSsfwBrE+pW9/pGqyF9Q02Uxln+88ecAn1xjGfcV1MtgjA8Vo4mBlvdIgya8g8ZeHBBeS3+nqTbOS7xjrGe//AAH+Veranps3lkwkk1wOqm7gdlkRhVQbiyZK6POF6FfwqLdgZrWv7EB2kiXbnqo6fhWQ/DYroTujFoaTk1ZtLOS7OEwqgfM56ClsrF7xx/DEPvv6fT1NbS7YoxFEAsa9AB+v1rWEObUiTEhijtIvLiX6serGgsTSFgOppw6Z7V0pJKyMwHWpAo3YzTM5pQwH196BExYKD6VC8pNNZycDIpgOWIoGkPA3DA6mmz3AhXYFy7Dj2FLI3kr/ALRqttLsWYkk9aiUikiGKP5gPWu18EeHYdd1g2105WCOIyyBDhmGcAA9uT19q5VQsS7yOegHqa9a+E9o6aJd30ikNczAKSOqqO3tkmsKkrRNIK7Og8NeCtJ8LyzTWfnSzSqF8ydwxVfQYA/xrpMj1pmaDjtXHudOi2BgG74qtLbh1NWKUdKQbmFcae2SQKoMjwNyDXWFVPUVWnso5QQV5qeUZkW16o6msPWb62ufEMccUyNNFEFlQHJTk4zWnqFm9o+5QceuK4fXNJllvFuodQktpXkJBRemQOM/hS8mOLszuLV1jg3swAXqSeg9aq6j4p0nT4HLXMc0oUkRRuCfxPQVwsfhW4vpFGpa5cyJnlef6nFdJpPhTRdJmWVYBM45WSY7tp9h0pPlRr778jr6KKK7jiCgHBBHUUUUmrgtDcs5A0f1pZRwc9Ko6fJg7T26VflGR71xSVmd0HfUpTDPSsDXIBcadcQsuQ6FfzFdGRnqKzr+AGJ/pSNUfOurIBbIvToAPpU+nfJaRAj+Gm+KIzb3jxd0mcY9s/8A16middqjGMACunoVTf71sr6qpeOPk/eOPyqTSIikEzZPUfyqPU5VHkqD2JqbTSzWrYzy5p9DJa4hlfU4AwSUDkHB9xVrQ0yZlI44p2oLi0Hu4qbQ12xTP2JApdC1BLEqxpTSLBCTnFcGzG41Ak87pCf1ro9ZvcIyKexrnbBd15Hx6mnEWNnzTjE2owETAFSxJt+Y9aAoAximyPwFUY96g2SshjsXf2rJu973bgdBgfpW5DCB1GfrWRqcgjvJFUc8fyqo7nNik+VMsrjyoIgc4UE1QiG7UlUfd3kCrUIZYx9KrWuRdrMez5/WmjOb+E6I4SAn0FYMDGXUZSe9bN4SI/LHU1i2QxqjD3IpI6K0veijVtrv7H4l0uUH/VzJn6E4P6V61cKDc2/sWH6V4jdTbdWDE8Rsp/Lmvbpm3SQOvQkn8xQ17rOWbvVub1iP3YOKwtdnEbOnryK6C3Gy0BbPIrkfEUgMox2zXMdDK+kIWaac9ztH4c1pjqPrVawjMVlEO5G4/U1Y3YkUY6kfzrsirROCbvK528U+OD24rmPiF4s/sLw+0FrIv2+7BjQZ5ROjP/Qe5q9quoRaTbXV1OwVIQx57nsPxPFeA6/rFzq2oy3t0wM8jfw/dA7AewFYQV2XKVkZocMzNnk9jTsiojtPI+R/TPBqdUwm9lBbplT0roWhgPVSMAKSevFelaT8Tmu1t7LWIVQIFX7UhPzEcZYf1FeZbAg6gggHg03JU+maiUVLcqM3B6Hqmj6klp8Z51t2HlXrGFwDkEmMHP5qK9Zdsg14D8No47jx3pxlcgxh3X3YIcCvenNQ1Y0i76leYZyKxr/Tre6BEsSt9RWxJWfe3MNrA01xIscajlmOKVimcXqHhS0cMY9yGuB1fQ7a3udpuh15CDJrrPEPjEzq0NgpSPOC5+8w9vSuPLNJlmzk/rXXSoveRzVJ9ENysUSxxLsjHQDv70oDk7VpVQYGe1PB5rrRiIUwPmOaNwGAKHYY5qF2546UAS7sUhYDrUQYkYFSCMuM54FIBFBJAxzUuUhGWA3DoKgmuorddv3nPQVUNz5jEsDk/wC1xUSnbYpK5ZYl2LO2c/lTxtUcZOOuBVZZcfdVf5/zq/Y2l7qk6QwI0hJBwOg+tZ8xdibStMudX1CKGOMSPI2FTdwo9TXvukWMOl6bb2MH3IU25xjJ7muf8K+G4dDtAxO+6cfvH7fQCumU8VzVJc2htTjYtA04c1ErcU8daxNGh1OHSm04CmCCilwaSkUMdFYEOoYehFYWreHrLUYyCHibOQ0TYINbx61Gw60MSZxM3hfUI0xb6hFJjoJotp/NT/SpLWw1O3gK3FqJT/0zkDD9cV1xT8KTy+c96lwTNFUaM+iiiuw5AooooAfE5jkVvfmtyNhLGDmsDqK0tOlyu3PTisK0ep0UZdCw64PFQXEe9cdRirbCo3/1bfSuc6kfPPxKtGtvE6kriOdA6n3zg1nJXofxU0c3NhaXiL80MwBP+y3/ANcV50qOvfIreLvEdJNSbZR1RWM6c/w/1rR0iIrZgnnLGs2+f/Stvoora01cWcQ9RmrexNBXrtjNVO2GFfVifyp9rKLfTFJ4LEmq2rSj7QqdkT+dV55ybWKMf3RSexXP++lIp3jtKJX7YqHTR/pi8djVqaIJYOT1OP51BpoL3gVf7pprY56n8aJr57DOakjjyQSeaUKqcbhn3NTRgbd2QfcVNj0I2bEkKxxnBrlrkmbUGY8ZYCt66fJwDWHGha73tkAPk/nTicmLldpGzb2+4j0rOlHlO4HYmtp7q3gX/WKxHZTmsCZjI7Mx+8f51SRniXH3VE2P9Y4Y+grHgbbqO49PMOfzrZTbjAI4FYMm4XUgUEsZCAB1JzSRWI0UWNnPmXshH8RNe7aLE2pWmmsBkGFHY+g2ivO9H+GPiK/kjuZ4Y7KFvmzcP8wH+6OfzxXs+haPFomk21mspmaGMIZGGC2PbtUzkkrGcINvmJ71RFbhM/dFcNramS4A9WA/Ouq1S5YtjORXJXrmS/jHX5waxjqzWexokbVwOw4pBjfH67h/OhmGDTIv9dH/ALw/nXYzz2c98V9WLaoulxv8kWZZVB6sSdufoOfxrzDzVJPysR0IAyK3/FvmzeK9X+8f9MmBZj6OaxxGQMDgVEVZDk7sZG6HlcADoGHGafz1woY9welRRhkdlz/tCncYqiQJyaCMjBoAJOBXW+H/AIda94gRJo4Ba2jDIuLj5Qw9h1P5UgsN+GyqfHWnZOMF8e52NXvM0qRrl2Cj3OK5XQ/CGkeBrSS9ll+03yoQ9wRgKD2UdifXqfaqVv4ms76/SK5l2vIflYn5c+ntSUVJl35UdHfah5Vs7Wsf2mbHyoDgE+57CvJvEepX898yakWW4X/lkeFQH0H9e9etpGuPlxtrD8R+GrXXrQhgEuowRDN0wfQ+orenBRdzKUnI8iLbn/vfWn9qimgubC/ktLuNo5YzhlNT5GR6V03uZPQQD2oYhRSM4GcVAzb/AK0wFdsjrTVUscetOWMl8da6LRfD7XY86VGWMfd7bqmUlFXZSTehhxQsBgKWY9hUd1b3rrtiUr6kV6LDoMartWMAVbTQUPVK4513LY3jStuePf2LqBPyxM1XbfwxrU7DbbcH1r2GDQ4lP+rFakGnpHjCgVnzsrkR5ppPw7upWU307IvdY8V6RougWOkQeXbQhf7zE5JrTjg29qspHgUm2y0khFX0qZVxSAAU8dKkY5RzipB0BqNVzzUlIEOHNLTR1p1ABk0uaSigLgeSKQgmlooC4gWjApaKAuY1FFFdJiFFFFABUlvL5U6sTwTg1HSY4pNXVhp2dzoR8y5qKRC2cHrRYyebaqT1HympTwxFcclZndF3Rz3iPSv7S0e5tcZZ0IX69q8JYFWKsMMpwR6GvpOWMOhGCa8Y+IGgHTNZa/hTbb3RJOP4ZO/59fzqoPobU52PNruQNeS+xx+Vb8EsUFrGWdQFUd65l2LyMx7kmlDACui1zihXdOTkupZvLkzSO56u3SrNvGZnDEcAcVnW0bXFwB2HNb0cYiQBRUs2w0XK8mVdQXNqw7Ais0AIvHBNa2ocWT8c5FY6qXPQ1S2MsXpU0HIu7k1saecWTAf3zWYI3X7sbn6CtCwWRYnEiMuWyM0MeF5lPUmWLc+WxWXcKIriRevzGtoEAYrG1EYvG56gGpjubYyPuJlZnxkmktke4uFCqSF5NONrJJb+aCNo5x3qzpkhjd4hj514z6iqexx04e+uYtR5jJBFdv8AC/wzHPfT6/exho45ClsGH8Q6v+HQfjXIWNhc6lqtpYwqTLcSCPjtnqfwGTXvBtLbQ9Iis7YBIIECqB/P696xlK2h31Ip2XYtS3GRkcKKqtebcr7Vn2WoC78wDkL1qGabM21TzismSQ6nccFiawbQGa7MjDhMnP8AKptUuckoDk96ksYvLtlz95vmNaUo3ZhWlZWJmILEiljOJo/98fzpG+8aRT+8X6j+ddByI8y8Sk/8JTrBz/y+z/8AoZrI5r6aufhp4T1dDcTWUkU843ySRSEZZuScHI6muX1L4HafgnT9XkQ9dtwuQPxWpGeEsAWHr0pUjZ2CqMk9BXeTeB/D9vua48aaXuR9pSISOeOvatqxvfhz4PVLiyln1jUR8ySFP9WfYHAX9TRcVh3gr4W7vL1HxCm1OGSzPU/7/p/u/n6V6u80UUYRAAoGAAO1edWfxa0u6kEVzaXNsGOAww4H15zXcwItwFbO4MMjntWcp23NoQvscL8QbrVbmS00vTNPmmE2XLoPlyOME9sdfxrjbnwHq9tb+fcvJxyfLGAD/OvfobSNV+6KmNrG6lCoKkcg1k6r6GypJbnlPhHxDJextp964+1xYKP08xf8RXWNjoR17VxnjzQDoGp2+qaehjBOfl7Ef410mm3wv9OguhyXQHj1rso1OZWZy1ocruY/irw5DrFt5qKBexDMcmOXA/gP9PSvK5JMNjGCOOa9xkk2g54PXNeU+LtOW08Qyui7YbgCZcdMn736g/nXVB9DnaOf5boPxqYQbTk9O9LuSLC43MfuooyTXa+G/Cbr/pmpxAyHlIT0Ue49faidWMNxxi5Mo+HPDLXpW6uoytt/Ap4aT/AfzrvbewVFVFXCqMADsKuQW2FGFxV+KHpxXDObm7s6owUSlHaY7VZS15q8kI9KmWHHNQUUlt8dBUyw1a8sU7aMYxTArCPFOC1NsWjYvpQBGFz2pwQ+nFSUUgsNAwMU7FKBRikAc0Dqc0tFAXCiiigQUUCl7UDSEoopVxmgRi0UUV0mQUUUUAFFISB1NNZvQ0AamjyYmkiPQjcK0pRtP1rAs5vJuo5GOADgmtwuZ8MOgrnqLW500ZaDWYKvNc54m0uPW9FuLR22b1+WQ/wN2Nb0h4x1NVJYd6EN3rK50I+Xb+wudNvprK6iKTxNtZf6j2qqI5HYKFYk+1fSWreENN8QIpuotlwilUuI+HUenuPY155rnw31LSA1xbsb62XkmNPnUe69/wAK2VS5isMm9WcXY2q20QzjceSatAknPak/d553Ej2p6le0bfi2KDvhFRVkV9Qx9ifPYj+dZ+nzYvEA6kHtWtdIslpICo6Z6k9KzLOVI7qMqi9cdPX8atbHHXVq0WzVLHvmmkSPwuatAnsFB/3aduYD7x/lUHfyorLEwGCKytVRvORgpwVx0rZbJHLH86o6jDvtiw6oc1SMMTG9NkGngvaFGXoxH4VnhZY7sIikyBwAo6k54/Ormm7RcMjYww6e4rpvCkOmReM9OudQkRIUJI3EY8wD5M/j+uKNjkS54Ra6Ho3hXw3/AMI3ZreXaBtSmXDE9IVP8I/qa5vx34xNo8dpCQ8r5yM8AetdL4x8VWGk2DS/aFk3KVRAcljXhwvft2qG9u0MhLh8ZwMA9BWcYOTuXUqpLc9o8PwSWmhwBwWnkTzZD7n1qHzCzTT5xHGCN3qai0/xloeowpbtI1s4H+qm+RW+rD730GBUWr6jAyrbRPGIu7LwuKnlknZoSqRavczd32mZB/ebr6it1sKABWHpNza3GpPFDIHaJNxx0HOK2m+8a3grI5asrsQmiPBlQHoWH86Q0qHEif7w/nVmaOh0nxJ4sTxLfWur2NpaaBaPKxvpFKERKSExzgk8dqwfGvxVtZtPn0vQRKDKCktyw2/KeoUHnn1Nc18SvE2ozeJ9R01Ll0sopDGYojhWx3Pqa4AyF2znPvmoQ3uWDJx0wPaoXcMMdR9KYS2PQe9Nzk4UcHkN3FMQ9DGZVWRioOfujJA+leofCXVdZl1ZrF3efTI4SWL8iE/w4PueMV5SWzInOXwSWrX0rxPrGiRsmn6jLbhjlggHP14qJxurFwlZn1MrAjihpNleW/Dz4j3WtXv9k6tte5ZSYJ0XbvI5IYdM47ivQ7q7SGMu7ABRya5JRcXZnYpKSujnvHhim0YiQgBWzk15n4d8VwWeonT0kLRlsp6Z7irfxG13VbrbFEvk2B43KeWPoT2rzK2My3kUlvuDq4INdNGLi+ZnPWmn7qPomYCWFXU4DDqO9czrugvrcNusUkcdxAxBZwT8h68Dqc4rR0y9e60e3LkK+BjJ4OK09OtXlmMhRtuOp6GuuU0kcyi2zH0XwjZ6UgaOMy3H8U8gyxPt6fhXSw2RGOKvx2uB0q0luPSuS7buzpslsU47XGOKspBjtVhYsdelOC4J549KAIggHQUtSHbg9M1HSAPWiilAycUCExQFz0FOKHNJyvGcUDExRS/e+vpS7Dj3oAbRTtppVXHUUAMwR2oqXGaNo9BQFiKn7PenbR6UtFgsM2DFJs96koosxjNnvRs96dRSuFjBorxT/hb/AIg/589M/wC/Un/xdH/C3/EGB/oemcf9Mn/+LrqMD2o5xx1pPm9q8V/4W94h3Ai100DGCPKc59/v9qanxc8RozFodPfccgNC2APQYYcfX0oA9qYHqaSvFE+LXiNYmVo7CRj0doDlfphgOPcUg+LHiMQGPZYlsYEhhO4e/wB7H6UhHs17MtvYXEr/AHUjZj+Aqp8OvEMureGpIJX3XVlIYX55K9VP5ZH4V49e/E/Xr7TpbKWKyVJV2O6RMGI7/wAWBn6Vm6D411fw5eT3WnNAjzAK6vHuUjOeh96UldWKhLldz6ihQsu5+vpSuBvwBxivApfjb4pd0ZYdMjVTllWBiH9iWYn8iKf/AMLw8Tbs/YdJzjH+qk/+OVg6TOlV49T3lIyOvHtT/lVfmrwX/hefib/nw0j/AL8yf/HKil+NniWZcNZaUB7RSf8AxykqUivbxPX9Z8JeH9ZR5p7ZEnx/roTsfPvjg/iK8R12JtE1e4sRHLOsbDZIq8MD0NMk+KfiCQt+7s1DdQqP/wDFVi6j4qvtTmWaaO3Rwu3MasM9+ck1pCDvqKWJsvcJpNTl2lfsrjPHJrOVpwwIQ5HNRnVLluu38jSpqtwmMBD9Qf8AGtrRRy1Ks5u7NBtUvO0aD8DU2nXlzd6nb28rBY5H2ttGD+fOKxzqUpJOyPn2P+NEOoywXMc6pGWQ7gCDg/rRaI3WqtWudDIGFs7G4cuBxzwOfpWdcwzHaDMzhhyASaonVJ2Xbtj2+gBH9atz3DzxxNwp2AkKfetEoszdSfVlgaSmFaScJkZ2r1obT7CNGLTMzdue9VnRyVPmbs96VbcsRvk4NOyITZXdFDjzJCwHcnNXIposbIoCxx6/4Uq2sA6847k1cidIiACgGO3rQlYTZn3EZVchDGD/AAnpVMgnjdkfWtO6XzG3DB/Cqhj29cUmhpnV/Dzet1fYA2GNSTjnOa7uuD8Dy7NTmi7SQn8wQf8AGu8rOW5S1GmheHT/AHh/Oimqx3qP9ofzosWc78W9PNh48upFXCXccdwPfK4P6g15/IrKSyHDGvaPjrZqDoF+MZkgaJvwwR/OvGZDjmoBkQuCGUOmG5GexpolLL14Ck4prMGnjHfNNfasi843dh6UEkiHDbfRBinj1quWOS2OQcfhVmJWkcKRsBONx6D8qGNHSeA0f/hMbCdR8sDNK59AAf8AEV6tfajJdtgudmelYmheETpFl+6/eTSAGSU8bvp6CrE1rdxZ+U1zy1dzeOisTTWEOoWz206b45Bhv/re9RWPgLSoSrLBIcY+89WNPmmjkAdDXX2MiOgJXFUrg0ilZ6LbW+0pbqMdO9bUUGB0qVSgA4p28D1oABGB1FOphk56UeZ7UwuPprkgDFMLE0u1jRcLicnJo5PanhOCD3pVTFADFXnkU8KB0FOxRigBKMe1OwcdOKACegouFxuPajFOo60guNxQBT8H0NGD6UXAbgUYp200bT6UXAbijFOwfSjB9KLgJgUmBTsEdqSgQ0j2pKfRigdz4zoooroMAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACtS3SQohGOi4z1rLrat03wW/zEFiB+S1cNyZCuSN2eoPNR+Yc5zmpRt80rjPJ5NISisPl6itCCLdITwG/KnLDMw6EfWpvOUHhD0zyaGuCVBCgUrBcfHby7fnbAPqafPDAAuWLHHQcCofOlIyWA7cCqzSFnJJJ+tMVjqvBgWTXJGUABIGwB7kCu8JrgfBeY9ZOP44Gz+hrvazluaxAnAzTM/OPbFOOKYnMq/7w/nU3Ganxs+fwl4fmJHyylcn3jH+FeGSsgjJ3r+dfWlxa286iK4gimRTkLKgYD6A1D/Y2ln/mGWP42yf4VlzGjgfIyKN4lLr14GamjClG+6ccAMQDX1p/Y+mf9Ayx/wDAZP8ACj+yNMPXTLH/AMBk/wAKOYXsz5Z07SLnWrz7JZCOSVscbwBjuSa9Z8NfC+GxuIbvU547hkXIgRDsDepJ616fFpmnxndDp9nGfVLdFP6CrBjXHCqPwqWylBGakKAABRxQbKJ+sYP4VpbRg8Dp6VEFqCzPGmQA5ES/lUyWyJ0TFXQlLs96YirtPYGjafSrQQd+aURjvzQBV2t6U5UwcmrQQDsKNo9BQBXx7UoU+lWMUmKYEO0+hpQpP/16l707FAEXln1pdgp5FGKAGbBShcd807FBFLQBpXIpNoHan4pKLDExRj2paKdkAmPajHtS0UWQCY9qQgHinYpcUrARleO9NIxUtGKLCsQ9KKlxSYHpSuFj/9k=", "path": "001212.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001213
Men Tshirts
{ "bytes": "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", "path": "001213.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001214
Men Tshirts
{ "bytes": "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", "path": "001214.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001215
Men Tshirts
{ "bytes": "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", "path": "001215.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001216
Men Tshirts
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEkAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDKxTgKUCnAV0HSNApQtOAp2PamIbtpQtKcAZPT1qtLqFvFxu3n0WplOMd2XClObtFXLO2lxmsmbV36Roo9yaoy3txIfmlYj0BxXNLGQjtqd1PLKs99DoyVQZZgo9ziq0upWkPWXd7KM1zjOSeTURPJrF46T2R1wymC+KRuSa8gyI7fPoXb+gqp/wAJDNHKBKsewjqFrMJNIipI4jYjLHj61nGvUctWPEYKlGm3Bao66y1jTrpcGREfHRuK0oZLKR9itGx9FbP9a5K0sAOCOD3x1rfs9Oto2DJGFb+9jmt/aS7niyijcSzt26IKlFhb94/1qGBmQYqZ7jYvJpe0l3Eo3FaxtQP9X+tV5ILVRwn4ZqGS9aRtqc1Pb27E73OT/KodafcvkQRWUbLlk/WrKabbt/B+tTomMVJLLHawPNLnYgLNjrj0pe2qdwtHsZxsIX1B4E4VIgzD/aY8foD+dUJ4GglKN2/Wui021ZI2lkBE87eZJnsT0X8BgfhU95psd1Hg8HscdKuniJRl7zuiXBNHJYowKZqskmiSAX0DiBjhbiP5kPsf7p+tOhmiuI/MiYMvqK9GFWE/hZDpySu0Lik21JijFaGRHto21JijFAEe2jbUmKMUAhm2k21JikxQMZtoxzT8UYoAj20YqTFJigCPFJtqTFGKQEZFJipCKTFAEeKbJGxiZkYqQR0A6VMFJIABJPQDnNMtphcvexxxl47dljkmB+XzDzsHqQOvpWNeXLB2Kh8Rns0+f9cf++RV3S7C51K42eaVjXln2jioZIiHwK6HQAIo2PTLV5irT7nV7OL6F5PClmVBae4J/wB4f4Uf8IrZZwJrj/vof4VuwEPGKeigyYqvbT7i5I9jGXwbZEf6+4/76H+FTR+B9PbrPdf99D/CuijjIAq5DHT56ncnlicfeeALZ7VxaXs8U+PleRQ6g+44yK83knn03WJ9G1VoVvYWxuiOUbPIx6cdq901bULfRdHu9SumCw20Zc57kdB+JwK+bNFSbxJ46sVud0k17fK0xPu25v0Fb0pT6sxqNLY6ySNo5GR1KupwVYYI/CmYr27UNB0vXd32u0BcscSp8rj8R1/GuO1T4aXkOX0y5S4X/nnINrfn0NdKmiFJHAkUmKu3unXmnSGO8tZYHHZ1x+tVSOOlWiiIikIqQjFNxQMiIpCOalIppAx0oAiNJjNSEU3FIBhWmEc1JSEUCIyKbipCKaRQBsAU4ClxTgKRY0CkZgiF2OFUZJ9KkArE1+9MYS1U9fmf+lRUnyR5jWhSdSaiV7rUftcpC5WMcAevvVct6VSjf5zUwbNePUk5Suz6mhCEIKMUSFs1GT70hbBxTSRU2NmLnmmmk3ZNHekQ3qNOetUrqYopK8MMEH3FXJX2rWZcckVpBHNiH7rR1Gi6vBehFJ2y/wASf4V1UdxAoBZwK8e2sjnBII6EGtfTrkztMzMd+5eM+1dXQ+dqw5Xc9GudetLbKRkyyei9vxqpHfzXz/P8q9dorBjiyocDIrYsCFxWcrhG1jobK3XANacaY6VnWsu1V/lWjE24CkkS2WEGDVGLOqXoYA/ZLaQ7f+mso7/7q/qfYUya5e9uGsLN2ULj7TOvHlg/wqf75/8AHRzW1aW6QQJFEgSNF2Ko6ADtTtYm9yeJOashc8CmxjiplwoyaLBcr3VnFNbvHMiyRuu1lcZDD0NeQvG2k6hdQWszGGOQiM55C+n4V3finxZFZRvZWTB7phtZgeI/r7+1edoGlY8nrlmPX3/Gs5Ta2PXwGGlL3qi07G/ZamJlUT7VY9D2NaWPSuWBGQAMKOAPar9tfyW+FPzR+h7V1UMdb3ahWLym/v0fuNrFGKbBPHcJuQ59QeoqXFenGSkrx2Pn5QcHyyVhuKTFPxRimJDMUYp+KMUDGYpMVJikxQAzFJipcU3bQAzFJipMUqxvI4VFZmJwAoyTSAhIqa0sbi+lEVvGXbuR0H1NdNp/hJUgN5rM62tug3FGYLx/tE/drmfFXxa0fR4BY+GrNLp0+Xz2BWEfTu31rOVTsS5dih4/uj4S0KCK2lP9pXrFDKP+WaAfNt9+QM03wX5f/CBWKRgbneSSTH97cev6V5d4h8San4kvVu9Sn8xlGERRhE+g967f4WXy3MV1pbvh0JmjX1U9f1rlrXkgpvW50zWxdulbdhpkqQqxyoPIFammaIs1xvkX90v/AI8fSuiNip6LgDoK4nA7lJmbZwHysdxV6G0JO7FWIbVUar6KFUAYq4oUmVI7c55p11c22mWUt5eTpBbwrukkc4CisTxP460TwohW7uPOu/4bWE5c/Xso+teE+LfHeq+Lp9twwgskbdHaxH5AfUn+I+/5VtGFzCdRI1PiF4/k8V3QsrLfFpUL5RW4aZh/G3sOwrm/Dmv3fhnWY9TsI4HnjBUecm4AHrj0PvWPuP8AD0HU05SBW0Ukc7bZ7npHxx08COLUtGlgwMGS3k8wfXBwa9E0Xxn4f8QRq2najDI5H+qY7ZB/wE818l7qcsjIwZCVYdCDgiqaQj7KmjguIikyxyxn+F1DD8jXH6x4B0y+Z5bItZzNzhBmM/8AAe34V4joXxI8SaEyql611b8ZhuiXH4HqPzr2Pwh8VNG8RslrcEWF8ekcrfI5/wBlu/0ODQtBptHEaz4e1HQ5Nt5DiMn5Zk5Rvof6Vk4r6GubeC+tXguIllhkGGRhkGvI/F3hRtDnFzahnsJDgE8mM+h9vQ1cZ30ZopXOUIppFSEUhFWWREUhWpMUhFAEJHpTcVKRTStAiM00jinkUhFAGwBTgKcBTttSWJiuC1S6NxqE8gJxuwv0HFdvqEot9PuJc4KocfU8V56RkGuTFS2iejgIO7kSW7kvgntirCtgjmqVu2JcVZB+dh6Vwvc9mnK0blvAYcGo2Uilt33celTtHkVGzOle8rlM5pATipmT2qJuOMU7mbTIXx36VUZA5J61ZnztOKgUkcVaOeersVmh3cj7wqC1dorl3U4PH41fPXpUKwBrmQrgEgHFaRejOLEUVdHZ6C9vfweWrgTL1Q/0rbjsTE1ecxM0LAjKsOhHBFbtn4mvIFVXYTL/ALY5/OjmRhPBveDO4iRhjFPknmmlWztT++cZaQYPlL/e+voO9ci3jNhmNbYNKRwc5C+5/wAK0dP8ZWVlb7Esp5JD80kjuNzt6k/p7Cqukc31arLZHcWFlFZW8cES4VBxk8k9SSe5J5z7mtBMcV56/j9zny7BV9N0hP8ASs268X6xdxlRcLAv/TBdp/M5NS6iNYZfVb1PTrzV7HTE3XlykfoCeT9B1rhNd8aXOoOYtOaW2gwVLZwz57/7P865VjLcSF3JZjyWckn8zU8USLy5DH0xxWUptnpYfLoQd3qNjjZucELnkmrQwq7V4UVGXJxg9KcDkVmerCKSHqeelSYJApkfpipe9I0SJIpHhYOjENWzZ6glxhHAST9DWJjvTh1HrW1HESpPTY48XgaWIWuj7nT4oxWZZ6kFwk5yvQP6fWtUfMAR0Ne1Rrwqq8T5TE4Wph58skMxRin4oxWpzjMUYp5FJigBmKTGakxUlvbtc3McC4BkYLk9B7/h1pXAsaTotzq8+yEbY1+/Iw4X2+tX9U8WeFfAMUkUcovtVA2mKIgvn/aPRB7da4Dxd8S5VSTQ/DDta6fESj3anEtwehIPYH25rzY5JJY5J7nvXPKbZDZ0virx1rHi2fF9MEtAcpaRZEa+5/vH3Nc0+HPzAH60lBIzUXJInto2HUr9KdZTT6XeR3drK6XETbkkXjBpTzTec9M+1ID2Lw58aoBCkGuacyMBjz7Pofcoen4Gus/4W54RMW4XV1n+79mOa+ciU7qV/CnF07kn8KjkRoqske53/wAbdIhDCw0y8uHHQylYl/qa4nXPi34k1ZGht5Y9Ot2GNtsPnI/3zz+WK4MMnQKx/ClBcjAAWmoJClNsV3d2Z5HOWOSzHJNJvL9B8vr60ojA5bLH3pSKogT+VP5FNxTu1ADgSaAaQUhNO4Dwfek3Y4qIntTgpoA9W+HnxXl0hotJ16RpdP4WO5Y5aH/e9V/UV7fcR2+oWbI4Wa2nTBwchlPcGvjv5VFe0/Bbxa11bz+HLuQs8C+baknP7vPzJ+HUe1AylrOlvpGqz2b5IRsox/iU9DWeRXo/xB0zzrODUUB3Qny5f909D+f8686Izzitk7o2i7ojIppqQjmmkUxkZGaaRUhFNIoAiYUwipiM0xl4oA3AKUCnAU4CpLOf8UTmOyjgB5kfJ+g/+vXIoN24dq6LxO5bVIoiOBFlffJNc+BsuGU9G5FebiJXmz3MFC1JPuVyTFMDVtmHnLjuvNRXUOVJFRRTcID2BFYbo6fhlZl20P75lrTOCKybVsy5z1rVXBWomddB3iROnGaruPSrjEZxVeRQOnQ0kXJFKQZNQsntVphk5phT1NaIwcStt45FRAtHcn/aGKulcdqrzxEjcvUdKqL1MK0Hy6EylXHt2B7VFcAKVSIHzGHGD+tM3zNbiRIi2SFJB4B5/wAP1p8MJjLM53O3Uj+Q9qduUyU1UVokkFrsj5Zix5Ykdan8njG8/THWo+vIyKcu496hs6YQUVZEqxqF5J/lTw6oeB1qHaT1zShaVjVJdCfzif6UokJqIKfpT1HtSNFcmEp4qVHqBRz1qVeKRaLMbVOpqqvI61IGxUstbFoY9aWoA5I609ZKRZKP5VfsL8wMI5DmI/8AjtZ4YYpw5H8q0p1JQlzROfEUIVocsjqgARkHINGKraY++yXnO0lc1cxXvU588VLufF1afs5uHYZijFOxRirMxmKyfEmpPpehXUsZKyyIYUZeCpYYJ/LNbGK5rx4APDDvgErPHg+mSc1M9hPY8vIC9McdqAaQ9TTQea5TIk60hHNCmlPNAB1NSqoA96Yq96dkjvQApFNoLUZoAUDPrTunSmZ9qUGgB4yRSHkUmaUGgBBS54pSKaKADmlAz1paWmAgXmkkkEakmnMQAayppWnm2A/KDQA8yvO+Aflrrfh7enTPHekTM+1Xn8pj7OCP5kVy8ahBgdqlguHtriK4jbEkTiRT6EHI/lQB9gXluuoabcWr8rNGUP1I4/WvF3jeN2Rxh1JVh6Eda9h0i/TUdKtbtMYnhST6ZANebeKrUWviO8VR8rt5gz/tcn9c1cGaQZiEU0ipCKQ1oaEJFNIqUimEUARmkYcU/FNIoA3QKcBinAUqruYL6nFQWN1Pwl/wkNja+RIIr0KwiZvusc52mvNta0zUdFvfsupWzwzqeD1Vh6g969thDxho0OHjKsh9Ditn/iW+JLA2uoW8MkgGGSVQcn1Ga5Z0lLUuhjZ0vdex86RyrKm1hzVGVGgmGRxng16zr/wmjVmm0i5Nt/0zly8f4Ecj6c15/rfh3WdIBF5ZlolPE8Xzp+Y6fjiuZ0mmetDGUqqWtmZiTGOQH863Im3RhhXPLBNOzeTFI4Xliqk7R746VuWrgwqAR0rGcdLndhKnNJomNV5DU7HAqCTGKlHdIiKcZphWpQ3Yim4waoyavsRkZqKThSMHk4A9TVjbUVrdtbamJgm54o3aIbc/Pjjiqirs58RP2dNyLLReRZpavC8UyyFpAykEMQOCenTpiqxTqPQ16BLqVpL8PktpLUTX8yiSXkNKHI3AsQOepz6CuFb5mJ7dvpWlWNmcmX1faU3p1IguCBUijFAXvTlA9KxPSSFApwWl20tJstIAvanqgNNHJqReKTZaQAYp6jnPem05DzSGiUelPHPFNGKduCrmkUK+EGKjD1CzmRs54pwPPBp2FcsrJU25lA3fePb0qCIALuI47ZpwYs2TQNvSx1Wir/xL8/7Z/pWhiqOiKf7NUnuxI/OtHBr3cOrUonxeLd68n5keKMVJikxWxzEeKwfGlqbjwpebRkxbZfwVhn9DXRYqK5gW5tZYHGVkRkI+oIqZLQGeDN1zSCgoyEo33kJU/UHFAHsa5TEcKkUZ5NMUVKDxigBcgcU09cUUdqAEpMmlzTc0AOoAFNpwOaAHD60oOKb3pw5oAXNFGKQ8UABYilJ4plGeMUwILyby4iAeTwKrWybUyepouP3twsfXb1qwq8UhiikYgYTu3AAprtt4HJ7URAgknJJ70CPqbwFKk/gjRpUOc2qKfqOD/Ksfx7AV1C1nxw8RX8Qf/r034PXYuPA0cW7Jt55I8emTuH860fHsW6ys5e6yMv5jP9KqO5cdzgsU3FSEU0jFbGpGRmmEc1LimkUARGmkVIRimmgDoAOat6bCJtTtoj0aQZqvitLRomN1LIo+aKJmH16D+dZt6Fy0RrSwmPUJUYY3YIqKSyPmB4ztYdCDjFbvlW+s2yzRkLMo+Yehqk9tPbHZIuR2NQjje5Xivr+1HzN5kfcNzRcPbXcLOiGGT1Q8fiKnGDwRVKRfJkbH3W6inoBjw2FtaWf2a3hjji+Z3CDAYnJJPrXjkTsCWDHaTkAgED2/WvbbRPtE7xD+IlR+IrxPyzGWj7oSp/DiocYvdGsK1SDvFkyXEvQ7GHbqv+NDTn+KNh/u4NQDOakzwazdCD6HZDNMRDTmuL58ZbBbH+8MU8MG5U5HtUJ4znPSvVdI8A+GZPB2mXesvJaXd2gfz1mKHLZKrjkfdx2rN4ZdGdcM6l9uJ5gGB6GmG2jknjLM6kNlWRiCGHQg/WvSrn4SeZFv03X1lB5TzoQwI/3lP61z998OvFFqpVbKC8H/AE7Tg5/4C2DUxozi7m1TMKVem4N2bNaac2vwrjuLiUz6reXDWpuWYkmLduIA6DIAz3PeuDHNXL6z1qwiittQs7+KKHIjSVGKrnk4xxz61npcKTt/i9O9RW5pSvY1y50qVPl5rssKtLsNMWVeOR+NSq6msT1oyT2EwRS9+lSYBHtTcAfSpNAFOB7YpOtGMdKAHA5qQAdaaop7ZAzSGg39sUyRwWEY+ppocIS56KM1VE+AR1Y9fahIG0iyzDOBT4sEbyfl7e9VI/3g3E/J0+p9KsFy/wDgKbEmT7yx9j2qaKoIwRip1zn9OKEtSZOyuztNITbpkOe4Jq7im20XlWsUePuoB+lS4r3oaRSPjK0uabYzFJipMUmKq5mMxQOCCO1P20YpPUZ4j4msf7N8TX9uBhDJ5iZ/ut8w/nWXXU/ESSN/FKqnJS3RW/Uj9CK5QH0rnluYPccDUgqLpzTw2RSEOpc+1NBp/AoAYabSnrTSMUAGOacoxTRTsigBwpQRmm0A460ADOR04pQxPOaY54OOaYjYPWgCXNMZsU5iCKglO2Nj7UAQwjfJJIe54qfJztT7x7VFDhY1UDk/rVlV8serHqaAGCMLwOWPU0oyDjBqQAde9SLwOetAHsfwNnb+z9XtjxtmjcD3KkH+Vdz4zjEuhCTqUmU/nkf1rzn4Izf6brMXUmOJx+ZH9a9N8VqP+Ebm9dyH9aqO5UXqea4phFTEUwitjYhNNIqU0w0ARsKYalNNK0gOiC1veGUDXFwDj5o9oz69axQK3dEtmuLSfyyVmjYMhH0rJ6oqppEsFJ7C682LI9R61qR6xFKgW4iK574yKhhv4LgeVdr5cy8E9iaklhtSMtMoHsKlHKxzLaTnMUqA+hqhe22xT8yke1K9vZH/AFc5B9+KrSB4hy4ZPrTEUtN2xaj8pyVIY/X/ACK8413wXrtrq97JDpdxNbPO7xPAu8FSxI4HI6/pXolsgF7Iy5+bFdNBIypgnPHekB85z2lzZsRdW00DeksTL/MUzGRkfjX0sXSVQksaMP8AaGazrzwf4b1TLXOlW+8/xxDY35rigZ8/29ubq6gt0GWmkWNR3OTivoa8trsajZ21iUhS0tmZXkh3pnhAvUdt3Q1hH4X6VFeR3emX93ZTQuHjztlCsOh+YZq8bXx3YljHeaPqkY6LLEYWP/fPFNMRDrt5OS4W3nW3syjedDGdjTBlyODkKoznOeTjtVrVJ7qPVzF9qltYeFt3WNWhlkycpKxBKnIAA4znrmqcmv6lFbsmu+Er2OM8SPZ7biPHqQp3Ypqaz4cv77bFrQXzJPOeyuD5O585ztdQ3UA4BwTzVAXn1u3V70F4y1vKIhCkgLsxA425yMlsDjsahv7LQbqCSTUNMtpv3xiGbfc8rDrtCjce/T0NPfTxHHZPEY7hoC8ocgHfKckHd9WP+RUXy6RdWsVw0rAWojUrGz7pmctJ0HU8Y9QKYJ22MC5+GGharAtzpF1PZiTJRVy0YI4I2thhgg8Hpg1zeq/C/WtKtZruK8s7qCFDJIxYxMFAyevXgV6DK8jy293OPI/s+ZbiTL8IZJCCrY4OIyc/Ws3xvrL2PgVt29LnV5SFjf8A5ZxntjsNgX8WrOVOL3RvDE1YfDI8dWdl5KkqeQV5qVLpHAG5dx7E4/nVcgdeaQqpGCAfqKwlhovY9GlnNWGklculsckU9SCRyOaoKgQkxu6f7p4/KpVaVeQ0bfUbf5VhLDSWx6NLOaUtJqxpIKJQcc1XsVur68S0tLaaad/uxxpuJ/Ln8xVm5ttRs38u7sLqBvSSJh/SsZU5LdHo08XRqL3ZGZez+TAFzhnP6CqkAMo9I+7etF0De3xPSJflHvj/AOvV2KBQByMdgDRayEm6krrYUZbAHA6Y9KtRptHqaRFRamUxjuPzqTdWQqg96t2UXm3cK46uB+tQRuHcRxq0jn+FFJP5Cul0fw9qSSxXt3avbW6sCvnDazn6dR+IrSlBykjmxVeEKbuzosYoxT8UmK9s+RGYoxUmKMUAR4qG7uY7KzmupjiOJC7fQDNWsVx3xI1AWfhk2obEl3IEx/sjk/0qW7ITdkeU3t7LqOozXkzZkmkLn8e1RZx0qIGpAKwMXqOJJpVFIB3ozzQIlUUppqcCnnpQAw0wninmm0ANpwphOKUetAEgpCRSjpTH60ABBzxTD1pQcikPWgBckDrUFy37o+hIqY8VDKu9o1JwC1AElt9wyN1PTPpU24dKYx28DgDpULMRzQMuJjqTSk+hqiLhh3pRck0AeofBe8Ft42kt26XVo6j6qQw/rXrni1pJdMuI41JCKJHPoAwr5/8Ah1qDWfj3RZSdqtcCJj7OCp/nX0jfQfaNA1Fm6yxOR9AOP5VSBbnlxHNNIqQ800itTciIphFSkU0igCIim1KRTCKBnTAVt6LObSWBj9yUlW9jng1jgd60rNwbVY3HasWKs9LG/qWnJMpni+V+pxWZBIsbeVcoSOzY6VqWN0PLCSHdUk9rDOCUwCetI5jNltI3XdFgis6WMLkcj61pPaTW3MZOKq3P7xCWGHFMChan9/8AjXTxLmIGuVtsi7weldVb5EY+lIAwc1atz8tRLy31qzEuKYD8kCjeQOtKVpuOaAGeewPNVb62sdUjMV/ZQXSHqs8YcfqKllBGag3EUAYr+C9Ijk8zS5b7SJP+nC4ZF/FTkfypP7N8U2ZDW2r2WpKOCl7CYnI/34+D+K1t7qNxB4NCA5661m/soJINc8JXUttKP3j2DLdI/wBV4b9K828d+Iz4g8QbkWeO1gjEcMcyGNj3Zip5Bzx9AK9uSVlOc0TW9pfKUvLWC4UjB82MN/OncD5oI4xgigge9e93nw48L36EJYtaMerW8rL+hyKwb34M2zqfsGsTI3YXEasPzXBpAeR9O9b3hXwlqPiq+MdsDDaxn99dSKdqew/vN7Cu00z4O3EV8G1a+je0U5C22Q0nsSR8or0u2trbTLOOzsoEggjGEjQYAoGZmheGtM8L2fkWEeZmGJbh+Xk/HsPYYFXLty1s6u/3xsGT6/161MxyfWqN4qSXSowz5Qzj3P8A9amLma2OWu/Anh69nMosWidvvGCQoD746fpSw/DHQDgsLwD0+0//AFq6dAw+6OKtxRliMk1Dpxe6N1iq6VlJnPW3w18Lbhutp5P964bH6YrUTwL4Xthxo9u3/XTL/wAzW5DGsS7jgAUhJuGyeEH60lCK6A8TWe8mU7PTrO0JFjZwWyD/AJ5RhSfyFZ3iUhI7aD+IkufYdBXSogxk8KK4/X3MmrSZ5CqoHtxmtIJX0JUnJ6sycUYp+KMVszUZikxUmKMUXAjIGOeleJeOdbOs6+6jAhtR5SAHv1J/E/yr2jUJPs+m3Ux/giZv0NfO06GWRpc/OxLMfUnms5smbViLHHvT1OaaRgc9TSpjoKzMCTOBgCkpcHFJQBKnSnHnikUHFOPSgBmOetGOKWjmgCNhTRTyKaBg0ASL0pGGRmlUU4jjmgCDoaQ9ac3BppzQAZ4qrdkgp+dWM+1Vr3+D8aAHpMWHPJxTiC1VI32nBq/F+8xgUDIxBk1NHbqOo5qwsZApSuBzQIsaRKLTWrCfp5VzE/5OK+wLuKJ7WVGwsbIwPbAIr4wd8dMg+teyv4w1LxBptqk0vl27RIDHHwGwAMk9T9KmcuVHbgsFUxU3GDtbVkpXHGc44zTSKkxjA9BimkV0XIkrPQiIphFTEUwii4rERHNNIqUrSEUhnS7eOK2LWEFAMcisxULMFXliQB9a3rPy7gHBCyA4dD1BrJkV+hNDEAOM1J8yngmpUgKnk0rJjtQc5WkuJFHes6eQynLVozA9AKz5kYUAZygLdA+9dVbgGEEHnFcg7N/aEaDnGSfpiuksZiYwKEBeVDmrSDgVChzirK9KAGkkGkJxTiKjcGmBE/NRMmR6U4sc0E9qAIShBpOR1FDyYNRGbnJpiJ0OWqwpwBVOKQFxVrPA5osBZRugqyj/AKVQBxipkcnoaQyee52rjvVEylmqSSNnOT0qMR4NADl5Oc4xzWbDly8rZJdifw7VZ1G5Sys3ds5YbFA6kmooBthUegA4p3AswRluo4q8myMe9VrUMF5xjrVhUMjei0NgGHmbkfKOwq7HCAMtwBRFGqrz2psjtMdi5Cd8d6kYO4mbapxEOpHeuGvZftF9NL2Zzj6dq7S5YW9pK/A2ITXDYPergaU0NxSYp+KMVZqMxRin4oxSuM53xpfJp3hO/kdsGSPyk9y3FeHLhl4r0H4v30qx2FjGPkJMrfXoP615aklyi7gDtrNvUxqbl1o+ueKjRCrEH61WN9KRhgM0+2maSbDdxSMy5jigADrS4pVX5hQA8DApSM0p4HFJ0oAbijFKaBQAwjioxw1TEVG1ADlPPSputQKanTGOtAETqM1A1WpB3qo/U80AC9arXo+5+NWFqK6UMoPov9aBlGpY5pE4QmmRpvcAnA9atL5y8IUYexxSAdFdzj7ysRU7TkioDLNjDRH6ikjuI0b51OaYDtk0rYUfia77wzMY9IhR2+dXIH0zXEC7ibgV1nhCyutQvIXZGWzhy5fPDEHgD8azqx5rJHqZViFQnKT7M9EIppFSkU0rXScstWREU0ipitNIpDsQ4ppFTEU0ilcdjq7Jd19B6bwTXSDTra4dnYbXJzuU4NcjcxvIEjicoxYfMOwrotO06dIV2TXDcdXlGT+FZGFb4jQW0uYf9XMJB6OOfzprvcL96H8mp/kXSdJiPZgCPzFRSSTp99lHqe1MxK8lw4ziLn61n3lxcLCziNcDnk1anmlXPKH0IrDu7u7lmWF1URFhkj61WgLexYs7cs0kjYLAYJ9zV+wbDY96WzTbZtJ13kkfT/IqG3O25x71KepU9zooeetWQKr2vI56VaqiBh4qNulSnk00rxQBU25NKYt1TBOakUUAUWtiTk1VuoCi7h0raKjPSop4Q8RGKEBhwn5+taCNu4rOZTHMR71bgbJ5p3EXQMjinxjBpUAx0p2MGkMmOCtQn5amTkYpssfyE5oA5vVCbvU7aHsCWx7CtGBA20Ht1qnGofXWYf8ALOLH4k1qxRZk2jvQCLEaFsACriptAFEMBReSDUwi96QEfLHB6U8AKKeIsUpUUDMfXZQmkuO8jhB/M1ymK6HxLMCbeBTwMuR+g/rWCFq46I3prQZikxT8UYouaWGYoxT8UYouOx4z8Urp18UxQqMhbZeW6Lya4ku7gFGVvZwBXc/FFLb/AISeIs/z+QpZc8Dnj8a4V4bckna2T6AmoOafxELq5Hz2oOO6c0yLyllG1HUn1FSvEn8DFT/tqR+tR7mjZc8gnHDZFBJbFPT71NByKenQk0CFyaMmgHignNACYzQOlJuwacDmgBpNRtUpxUTdaAEHBqdDxiq5qSNqAJmGR71WlXHvVsHcKgmWmBVHWiZdyAj6GjbzTmYCIjuSP50hlFVUZDkDDfmKsj7FJ3ZD7UP5Cyfv1JBHUUqW9sxzFIjf7L8UASLFb4yl0w9ATQYnIOUWQf7S/wBRTgqwjItWIPBwdy0x2iAybcgeqNj9KAIp7UhAyxMrE8rnPFdx4Ygngs42gd1LYYuTwGHt6djXGKzk7re53f7Dnmur8GxTXerGDcEcwMzEcjjGM1E4trRnfl1enRn+8V09D04fMqtgDIycUhFS7cAAdBTSK1uKSV9CIimn6VKRTSKVwsREU0ipSKYRQFjprZv9PRAATj+LoP8A69dlaL+6H9f/AK1cnYRBtSYnsBXYWgxGPpWaehyVH77JyCV6j8qqzg4O5FYe1XscVBKmRTIOb1C3DqfJYI3uMVgQx3QmlFyFIT7pHf0rqb9MHNZMcWdQRcEhmXI9sZouVBa3NRYhHAqeigVmMClwD71ssPl6Vk3K7XPsaCWdFZgmIGrij5RVPSyJLRD7Vf24FUSRFaaRxU+M0xlxQBWbgZoRs1MYwRUXl7W9qYEtIcHipUXctNZMUAYV9FtlJFJbn5hV69jyuR1qlCMPQBrRrwKeVpIOQKtAUAV0yPWnzSLHbsz9MU9iq9qydQuDgqOv8qAZn2IL3dxMerNj8q1UZw2VNVbSER2yFe4zn61ch4NAIuxTO2MmrAkaq0WM1ZUcUgH+Y1RtIcU/FMZc/TvRcZyuqP5uoSHPQBf0qnippj5k0j9mcn9aZtoudcVohm2jFOxRii5YzFFOxRii4HjnxUSBdftpknhEzQlXQL86gHgk9MHt9K4AvGcYnbPrv4rv/inZqPEls7QRgPb5MgzlyGIAPbj2rh/s0A48pfyoOOfxMiXzTnbP+fNQSNMjfPGre4FWGtE6ozRn2qjO88eUd8qf4qBF5MgU8fdPuaht2zChznipegFAhQRijNGOKSgApRSUoOKAHHpUT1MT+dQvQBHSqcGkpM80AWo24pzruWoEbFWAdwp3Aoy7kbnp7VDI4LR47mtJ9gHI5rPG17zdxtTpn1pDGyqBjcyqT0DDNSxtCq/vGVx6GLH61dUlgC5Ge2VxUmDjrkUxFLNj2JQ/7LEUvH8F4fYMQasPDDIfmRfyqCLTEvbiO2tULTyuERR1JJ4oAYbfzM+asY9JE4P5d69O8FaImikpd2syX88SyiR+VMZGRt/D9RWFaeF49E10297Hm6tnUrDPzFIR2b2Pbsa9LN02tS2d/PGUnto3hPuSRn8sEfjUmtNXkPIphFTEUwii52WISKaRUpFNIouBCRTCKmIFMIouB2MCBdVuMcDeR+XSumtz8gyQK5W1ObxyT1Oa6m0x5Y6VEdjiqfEy6oUjv+VNZVxjJH1qZeQOaCMjnFUQYeoQFkOMHjtWZZIX1OVuMRqAPxx/TNdHcRK/bH41kWNs0N5fZ6GYbSe42ikxp2JnXArLvF5JrZkUYrMul6+1O4izoE/ytETyK3tvauMsrj7Lfgno1dlbSLJGGz1FVuhC4qN6slaiYUARKQRilKd6TGDmn9s0CEHyignNKATS7aAKs8W5eBWYY9klb/l5FQy2Sv7GgCC25HFWWz0FRRW3lNjOasKnHvQBTmY/dX8TXOa1cNFstoziSbPPoB1NdVImM8Vy1xF9s1iUKBkYiUnsT1NPoVFXZpQTC2treKdSoaNdjHuMd6vRCNuVYEfWrf8AolxEiSquQuKjOkWzcwuyH/ZNIRKsXpiplXHUiq8OnhAVeSRj67zUg09FbPmyEem6gRK8kKDLyKPqaoajqUcFuyxKWdvlBxwKtm0iHIUZ+lY2tNhoYcdMt/SguEbuxkYwKPwp+KTFRc7LDMUYp+KMUXGR4pMU/FJRcDy7xvpuoeI/GkOmabD5kkFspkZmwkYY9WPb+taumfBi3ktw2oaxN5vcW0QCj6Fsk12NnaRw6vdzqoDz7CzfRcV0cHEYA5zWE6suayEqUXqzxjxB8ILiyhZ9G1IXLjnyrmPaT9GHFeT6lBPBNJbXUTQzxvtdGGCDX1lqLHc3tXifxhgsyLGdFVbxnKMQOXTHf6Gqp1JN2ZnVpRSujze0VkhKt1BNWTxj6VBECqnjAFTHqa6DlCjvSZpaAEzSjk0Ud6AHEio26U+kYUAQHim5x1pzAg0wgg9KAJEIFTqSBVNW+Y1YUkrQAyebahxVW1iM0wHpyafeMFTaPvMavadbmKEs2Nz8n2FAxDZuuAkhH1qIvcW5ywBX1HStBj+VMJDDHagRWiuo5cK2Fb9K9O+EGl2UurX+sX0PmR2EaqhI4R3J5/AA/TNeU3FuAdyDA9K9O+FfjqDTk/sHUI4xaTNhGCAcnqHPf60XGegeMNN0/W7qzntLjbJE48x0GSyc/LmohGI1CKMKOAKtTQJBK8UZBjU/KfUdv0xUBFS2dtOCitCMimMKlNMNK5oREVGRUxphFK4ERFMIqQ0w0XA6m3bF8Vz2BrqbNvlFcmzLDcCZ2VUVCWY9AAarHxRNdsUsmMNuPuvj53Hr7VKmlG7OScG5tI9FRsDninhgRwc/SvPEkeQZkd3z/eYmplJQ5RmU+qkg/pUe3VxexZ3Lj0/SqQA+fC4+Y9PrWRp2sTQypFcMZYnIUMx+ZD/WtWORWVmRsqzFgfXJrVST2M3FoRhmsy8BBNa3XNVp4t3aqEc1MMMGFb+i34dBE/3gMCqNzZkoQBzWbDK9pcA9OaaYj0EHIqM4qGxuVubZXB4IqZhzTAY1NVc1JszTwgFADFjOKeExT8cU0tikAowKY8gHApjyEnCmlRDnJpiBFJOTUuO1KBUipzmkMqXeIoGc9AK5O2ilnnBjHzu7OSfxFbniK88q38tTzjoKoabZNJhjKUjGE4GS+Ov6/wAqTdy46JsuQ2EpID3hJ9Bir8Viy9biTP4EfypYrJVHG1s9yoqwtvsHyEofbkflTIsN+zzjlJVP1WopHvYhkxpIB/dPNWfMaL/WjA/vL0p+4OAVbIPpTAyhraK+yaF429+lZWoTC4vXdfugBR/P+tX9XjVQHI68Z96yAMDFRN2RtRWtxuKCKfikI9qzudIzFJin4pMUXAbikxTiKSi4EC8Xn1XNbUR4UD0rG6XY9dv9a2LcfKT61zz+MtbGbqcmNxPQ188+ONTOreK7hc5itT5S49e9e+605VHA5ODgV87azomqaJqUkWr2kkFxM5lyw4cE5yp6EVtRWtzCvLSxl7ccUGny4BWmetdJyCA8UooC5p+zAzmgBtHOaUjFJ3oAU0UUAUAAj3Gh7ZWU+tSjtTs0wM1oyj1Mh4qeVA69KrOfLiY+1ICG3tZ9T1aG0t0LyyyCNFHck19F6T8K/D0egQ217aCa6K5kudxDlu5BzwM9BXFfB3wdI8x8RXcY2YKWoI5JPDP9Ow/Gvdtu0ADsMVzVZ3dkdVGnpdnhniT4S6npoafRpDf245MTYWVR7dm/SvOJUZJXjdXjkQ4ZHGCpHYjtX1vIdqHpXmvxC8HW2u27X1r5dvqUY4kxgSD+63+NONW2jHOjdXieFSOMEnmuw0b4Y6nNHaX8t/Fas5EhjKEugzke2areBPD7az4hE9zFm3sm3SgjguOi/nzXs5FaSlroTSpXV5EEUflQpHuLbVAyepxSmpCKYRU3OlKxG1RkVKRTCKLjIiKYalIqM0XAiNNIqQimEUXAv+K4pn0C4MGcgAsB3XPNYeizb41OQcjrXcPGJEZGGVYYI9jXnemq1ldy2zHmKQp+Rrl5rqxE42dztYPuirKjNU7M7owTV4CkhMZJEZl8tDtZiBkdua6eFRHGqgcAYFc/Eds6H0auhRgyCuilsc1QkDDPWlIBFQsO4pnnlDitjIe8SnrWde2SumQBmrjXY9gahmuEdcCmA7Q3aCNomPQ8VvqylRzXMRSlHyK1re6zwaqxJpdKNwqESAjrQW44oAc8yr3qHeZDgUCEyEk1Zit1UZ70DEihwMnmp1T1FKox0pxpAJgCmyNsQmnbh3rPv5hHCzEnpQBy2tTTXur2lnbje8kvzf7KDksfYcV1NtbxRRLGE4UY5/nVTTdPW33TSD/SJfvn+6P7ta6rikMEQKOKlFIBzQTgUxDWPFZd4DBultzscc7R0b8K0JW2rWJfz5Rh3IwPrQHoQXF/9tjjCjjhmPv2qvikjjEcYUdqdiueUru52wjyxsNpDTzTTSuWNxSEcU6kPSncBlBHelNJRcRHGublj3AArWhGFC+grLt2XdISRu3nPtjitW3dJI1kDKVIzkHisXqykzntbEv2xEjjEj8bEP8AE3p+Nc78XvEGnL4Wt9I8pJLyd1eNJV/eWyL1PsSeB681oeMfE1lptpPd2lxFLdwrvhDRsULr2JAx+teCX+oXeq6hPfXs7T3U773dj1P+FdNFaM5q71RVn4ANRKc1NNkj2qsGwa2OcsrgCpKqiTmp0bIpgDCmDrUh6VF0NDYC07tTM0/GaQCq1PzUY4NJK5UYApgSkjFb/grwZN4w1oI4K6ZbMGuZBxu9EHuf0FZXhzRr3xRrcGl2XDOcySY4iTux/wA9a+mtB0Cy8O6VDpthGUhj5JP3nbuze5rGpU5VY2pU+Z3ZbtbSKztYoIIljjjUKiKMBQOAKsFsdaU8VTubkIp55rl9TsXkRXtyE4zn6VyWpGbWJjawyFIAcSyD+Q96uXs0t3N9mhYr/ff+6P8AGnxQR28KxRrhVGPrTSvqVboVbHTrTTLVbezhWKPO44HUnqT6k1YI5p5pD1rS4W6ERFNIqQ0w0XHYjIphFSHrTTRcLETA1GRUrUw07hYiIphFSGmNRcLHWAVwetRG18TT4GBJtk/Eiu9ArjPGKeXqtrL/AH4iCfoa44O7sKotLmvp0m6JcntWmDxXPaPPlAc8Vr3F/a2UBlubiKGNeryOFAP41qk3sYN9y3FE9zKsUbKrt0LDI9a0cXdjjz0YAfxL8wrjdL8feG21eJI9R38n7sTY6HvivToLm3u7dJoZUkRxkEHgiumnHQ5pvUzY70MvPI9RyKnVo5AM4p82kW8rb48xPjgpxVR7C8hyV2zL1yOGq7kEslisgypwaoy2MsZ9R61ZiuyjbZNyN6OMGriSK6896q4GQkbA81dhYYFWjAr9AKYbQ9uKaYiVW96swOM84qkIHA4zThFKDxTEa6suOMU/cMVlo8qcHNWFnPekMuZ4pC4Ayar+fgZPSoJLrJyelAy08gNV3RZZFLZ+U5Axxmoo5jPkLnaOp9amS1XIOCPcGkBOi4HrUyjiowGT/aHsOR/jUgYFcg8UwFyAPemM2OaGbFVZp8KaBEV5cBI2OawU3SEux4Jyoqe4n+1OVGfLB5PqfSmYrCrU+yjpo0/tMSkp1JXOmdAhpppxFIRVXAbSGnYpMU7gNxSYp+2jbRzCseZalqEl/qd1BHNcHdcmJLeIHJYY+9jscnBJ7V3eh6NMLKL+0J2kVRhbZGwiY7HH3j/nmobjSbOLVPt8cCrOQWJHGSMDPucGtmwk4kT3DCk32CMe5Pc2VtNatA0EflOu1lC8EV4b40+HM+hF7/TA09h1aLGWhHt6rXvLEMOKqyqrkoecjkU4zcWEqamrHyi/K57VVk+Vx6V6Z8RvBB0ad9YsI1GnyMPNjX/lixPUf7JP5V520YcHIyP5V2J3VzhlBxdmQ9ccVIhpEgK/xZFOA2mmSS9qjYVJ1FHegBqqc0/HpWjomi3viDVYtPsUDSvklmOFRR1JPpXpFp8GUUKb3WHY/wASwRYH4E1MpKO5cacpbHkJyDzS7gRtxlvftX0BY/CjwxEA01pLcH/ptMxz+AwK5X4k+CdO09bG9sIo7GzjDJcbF+VQOQT3LE5A+opRqJuxcqMoq5znwz8WL4W1aZJ7cPY3eBLIi/OhHQj1X2/GvfLXW9LvDGIL+B2kQOq7xkg5xx/wE8e1fMEGqWtrcrcCyRrZV+WCZ2Cy7epbHUn0HFbeqa/da5pv2lNM0+zRQpjjgV1ZSBgPu7kAd/WpqRT1CnVcVY+jp32ISeMDNcn4j1uDSNNuL25k2xxLn6+gHuTXMeA/iFNrdq+nayzNfKGljnIAWVAQCOO4z/KvOPiJ4tk8Q6t9itXJsbdtowf9Y/dvp6VkoNysdHtUocx6V4A19/EOjXV1KAJlunDADoCAVH4CupPSvOfg7uj0rVYDghLhD+JXn+VejmlPR2NaTbimxhpp608009ai5Yw0w080w0+YBhphqQ1G1FwGNUZqRqjNFwGNUZqRqjNO4zrhxXJ+N4xss5PQsv8AKutrE8VadLqGkH7Om6aFt6qOrDGCB71xQfvCqK8Tzubxdb6FYK0nzzsDsjHcj19B71Bp2g6t4yZL7X7yRLbcGitlOAoPfH8PH1J9qyrdG1HUo7K/iGYLlmtnZRkfNyG45XOa9SsSiwIikkDuTyff613t8isjh+NlPTvCei6aiCGxiLoMeYy7m/M1JLpmqRzLLpniO9sWX+Hy0dGGc4YcA/XrWsBzxUjRkrUqbL9mhbPxD4ps8LcPpmpKP4iHtn/kwq/c/EfStKljj1y3u9O34AnKebAT6eYvGfYgVk7ip2sOahuJ7e7tpbS6iWSGQbJInHDA1am1uQ6a6HbWXiLw9rigWeq2F3noqzKT+WaunTYwu6FmjB545FeGaR4D8OWetvcKstyqglIp2BVD+GM4966tbJ4ri5n03ULyxkeIKohmPlq+Dhthyvpnir9pEn2UrXPRTBcRdlYf7J5/Kj7QU4ZGHuRXz/p3xv8AF2mymG/jsb8ISreZF5bZBweV/wAK7rSPjx4evCker2Fzpz45kXEsefwwR+VaGR6Ut3GcAmpRPGe4rK0vxB4c19FbTdVsrkt/Cso3fkea0H01QTsyp+tICbeh9KazoBkkCqE+n3armNjnpyRVCWy1Nj94fjSuBrSXCZ4I/OqdxdqI254AJOOtZU9pqEY3OUAJAGT1NSR6XdyL88qEntg4pNjW5btfEcEWElspo4xwGUhz+I6101rPDdQrLBIroejLXES2k0B2yIR/Ki1u5dPuBPAef40PSQe/v71EajTszV01a8TvTUDsI8n+E9faobLUINRtVnhPHRlPVW9D70Sy7Tnr7VukYtWJHOQeax9QnJbyIyNxHzH0FTtqMKJJEh3SD7oHb/8AVWaq4zk5JOWPqawrVeTRGtKnzasVVCqFHQUGlpDXFzHXYSg9KKKfMOw2inUlPmCwmKMUtFLmGJiqOraraaLp8t7eyiOGMZ92PoB3NU/EPinTPDVt5l7NmYj93AnLufp2HvXhfiTxPf8Aia/M90xWJSRFAp+VB/U+9a0qcpvyMp1VDRbndeGvG954i8bTecPLsRbsI4R/CNw5PvXpVowDkqTgj+teC+BJPK8WwqP44ZFP5Z/pXucJwA46DINXVSjKyKoNyjdmwjcE1m3F0trdxb3C+a+1ST39KsWc6zR5z82cGuC+K+pXmlaFb3NokZ/fhC7jJjPUEe+RioiuY3aUdWdN4y099W8I6laL9+WBgv1AyP1FfLiXM0HBG5e/qK+qNA1iLxD4btdQixieMEjuG7j8814N478NHQvEMqqD9muSZYm7DJ+ZfwP6VvSdm4s5cRG6U0c1HfRSd8GpiysMgis+W0B5HH071EI7hDhdxroOI1gQO4qW2hlvbqO1tImmuJDtSNBkk1W0ewn1XVIbSSWO1jkb5p5wQiDqSf8ACvb/AA3ZeE/B0DSW1+t1O4Ae5dfmP+yOMAe1TKVjSnT53qaPg3wpB4T00PIwl1CcAzOOQPRF9h+prtYVZwu48n1rG0i5j1hhexHMGSIz/e9TW4x8vBwdo61yO8ndnocqirRJyOODxWL4msItT0G8s5VDiSFgAfXBx+orUeYchOapXEilShkVT3ZjwKHIOW+58xaRox1a+FlLM1scb5CwwECk7v6fnXS6at/HqOYtOF9EzMkMdzEBGE5YKvoSB1OOB71s+OvCy2Vw+raPLGTkGWNTwGP+NclqnjTXBYG1uViMcrBpDjBdl6ZxjoOPpW3xnFKLgzJn1drLU7p4FK5WVYsAL5ZcAE8dsZx+dZtpbmMeY33z+lUpp2kcszEknJJqx9uBHKkHjpWsVYybuew/CYgabqIA6yqc/ga9CNea/B+fzrDUxjAWVMfka9KPSuOq/fZ6NH4ENNNPWnGmHrWdzWw00w080w07hYaelRmnmmGi4WGGmGntUbGncLDGqM09jUZNFwOwzS00U4GvOuUeW/Ei2utP1ux1CBT9llyrELwr+mewPXBqxo2rCWKNi3DDNejXEEF3bvBcRJLE4wyOMg155rXhw6Fds9oD9hmO5B18pu4+npXZTrKS5Xucs6XK+ZHSW8u8A5rThGetcdpV+C6ROxBJ4Jrr7ZgQAK6ESVdQjQjDSFCemK87vvGOmR3DRpqCylW2k7GU5Hrmuy8bao+ieH768UHcYTFGR2ZuAfwzmvm/zDk5yfrWsYcyMp1OV2R6svirToGaY3iDPOFOSfoK6rwrqn9qaebntMxYDPQdhXz/ALga7HwT4s/sS4+zXMm21Y8Nj7pqnTstAjWbdmdj4t+HUmqXcmoaQ0aXEhBkt3IRHPcqex45HSuKn8BeKbeYxnS5XI/ijZWX8817Tp2s2V/EJYbmOQHvvFaTHdgjB+lSpyWg3Ti3c8Gb4f8AimGMTrphLdQI5U3j8Ac1t6Z4i+KHhsL5X9qyQL/yyuYjMuPTnJH4GvYUxxmpQKPavqhOiji9K+P7RsIfEGhTRMOC9t6+6Nj9DXbaV8VPCesyLFBqBjmbgRTxMjE+g45pDGj/AH1Dem4A01YI0YskaKfVVAo9r5E+yY9telutQ+0Q2cht1/1Zn/d4HfCnnJ9fwrc0/V7a6YRkGOb+4/BP09awcCob6MSWchXIkRdyMvVWA6ikqj6jdJWO6ZUeIrIAVPUN0rzXxD4o0XSdcGnm4dy7AMVXIiz03H/J9ay9a8f6nYeF3hJJvZNscc23bjIyT6HGOMV5LmSZ3klZmdyWZmOSSeuadRrYmmmj3qDWG0W8F2GPkNxcKv8AEv8Ae+o/lXU3V6lzFEbeVXSZA6up4Knoa8R03xFZXOkQ2Wp6vHp0gXyTNLEzhvTkZA49fSvUNFjtYdJsvsVzHc28UYiEqMGUjHqPwp3kqbaBpOaRrRRLEuF5J6k96dmkNFea5NvU7EraIKKOKKLjsFFFJSuOwtFJmjNFwsLXK+M/Gdv4YsTHGRJqMqnyouu3/ab2/nWt4g1YaJoF7qRXcYIyyqe7dAPzNfNt3e3epX0t7fTtNcTHLk9AfaunD0ud3exjWnyqyJL2+uNQupLq6maWaQ5Z2PJqAUDFAI7V6KOK50ngUBvGFoDgkpIFHqdpr2TT7kl2gbOGG5c+ncfWvHvh6obx7pgb1f8A9ANe33dqqXkpQYdMSLj071y1leVzuw0vcKSltL1AMcmCbg+gNR+NPDy+KvCtzZQuFmYCSFjx845AP8q0NUt31PQJ1tpNk5jJjkx91ux/Osvwvrx1HTAZgEuY2MVxF/ckXqPp3HtWa01Ru/e0Z5d8N/GsfhS6m0XWA0du0pIdv+WL5wwPtxVj4weIFn1fTrbT54ZbUW3n7k2uC7MRn64ApPiv4NeK5k8Q2CboJiDcoo+42PvfQ9/evK0OFzXTFJ+8jiqSlFezZba+ujz5x/IVH9ruDz58n/fVQ54p23Ck5rS5zWHefNjJlkP/AAM1oaDpV54h1q106AyM00gVm5IVe5P4ZrNSNppEjjUu7sFVR1JPYV774N8MjwXoQupmzezBXuR1CEfdXPoMnPuT6VMpWNIQctjtbdbXRbO3tYFEcMSiONAOgHA/z9avfaXljwB161zFtq66lrUVqiFJkiM0yOclBnAx9T+lamp6oLBAVRpJX4RFGSa5HdM9KNmtC403k5jUZk4z7VWdQFbdj1LN2qtBNL5O5sxuTlieufSoriWR/leQsinJJ/iPv9KQ2jP1cWwtGkmVDAoIVX6ZPVjXz54hvorrUXS2Ja3jJCn+9712nxD8VtqNy2kae+Yozid17n0+lcD9jUrjJB9a6aULas4a9S7sigBk1MttIygjvV2O3hh5bB9yad54c7YULY9BxWpznqPwcgaHTdTZv4pUA/AH/GvSjXnPwkMv9m6n5nH75QB6cV6GTXnVn77PUoL92hTTCeaCaYTWdzWwpphoLUwtTuFgJqMmgtTCwp3CwjGmFqGYVGxp3CwE1GxoLUwtTuIcfin4NAJGsdBnH2WbJ9h8lRWXxY8KTqxu9QFqQRtAimkyPfEY5HpyPc9vnSitVgaa7nB9amfQFl8UdEezL3niC3S4mi3pGumzbbZ8/dYjO/g/TKnnkCoNR+IXh7ULD+z38S25LznN4dMmASMLkHy+5LEjOR06DIrwaitFhqadyHXnax6nP4n0FruwS11wRKXUz3L2cg8tT94bBkkjnocfWtSy+J9gBdPJfQxCGyk8hDbyM01wMbO2ApyeuOmSRmvGKK19nEj2kj2fW/HPhzXtBm0y415t0zhWmbS2Xau1TkKGOecjOQeDweM+a3FpoS3EHka3JJC28ys1iUdMdAq7iG3dvmGO+KwqKpJLYltst3Yt4rh0t5/PiB+STYUyPUg9D6jkehIwarq+KZRTEXrPU7iwuFntZDDIDwVP8x3r0nwv8T7cHytfKRjgCeCNg34qoxx7eteUUUnFNWKjNx2PoRfiV4QU8axwOh+zS/8AxFTD4neDh/zGP/Jab/4ivnWis/ZIv20j6LHxP8HD/mMf+S03/wARSn4n+Dj11j/yWm/+Ir5zoo9jEPayPodvid4Qycavx/17S/8AxFMb4m+EiP8AkK/+S0v/AMTXz3RT9mhe0Z6XrnifQr2C6t4tQMiiUywfunUD1Ayuc9fTANYqSh4VZTlSuQ1cdXe6F4X8R6pHa/ZNP/dSRIVllUhMY4JJ6/SoqRSW5UZNvYrPYTX8CWcEbS3ly6mGNepUZLN7Dt7/AIVW0HXdV8Ga3uj81PLfbcWjMQsg7gjpn0Ne3+DPAkHhlnvrmc3epzDDykYCj0X0qj8QPh9H4iRtRscJqCLyuP8AWj0+tYwxUFLk6FyoSa5up2Hh/Vodc0Kz1GBgVnjDEA5we4/CtGvEvhvqus+HPEKaBqFpcJZ3bkbZEP7qT+8D6HvXte7PNcdePJKx0Upc0dR1GcU3dSE1lzGlh9GaZmk3Ucw7EhNJmmZ96TNHMOxzXxGP/FB6n/up/wChrXgAxivfviChl8DamoBJ2qcAZ6OprwPype0T/wDfJr08JJcjOHEr3xvagU7ZIOsT/wDfJoEcnXy5P++TXXddzmsy1perXOhapb6laKjTQMSquMhuMEH8DXqPhj4nW2u6xBFfRfY7kqykMfkYegNeS+TIf+Wb/wDfJqGaykkUjy5Of9k1ElGRpTnKB9IWGsWKzTxJdRPHn5cOOhrkNX0WfT9XuNc0u8nCzOGurdVDK64AyB6jFeJi2vrdgYWmDA+hFddpPxA8Q2ISO8tmuYlGM7SG/OsnBrZnXCunuj13SNXstZ0+W2nMcscilJFPQjoePevGvGvha08NeJ7dCJm0m4YSDy8FwufmQHoSOx9xTrzxfO97LeW+myWpYdFzgt6mqPijxndeJLexhmsY4fsuWyoPzkgA/QcdKdNNMmvOE4+Zz9/EsGoXMUcUsUayEJHL99VzwG98YqAsccnpRLLJI5ZlYnp36Uz5z/Cfyre5xWZ6d8L/AAsJZv8AhIrtf3MDFbVWH33HVvw/n9K6bxf48i0e0kt4gJLp1PlqeQO2T7f/AKqwbjx1Y6Z4asbXTG81kt1jMIQrtOOT+eTVHwZZaVfyy+IdenE80UvFs4+UY5BI7+w6Vzy1fNI7ovljyw3Z6D8N9Al0jQn1e/Z31PUwJH8zqkeSVH45ya6C2jbUtVluCxFrbDywB0eQ8n8AMfiax9S8YadPaRvZ3cbzXMghiUZ4YnGSOwFXtY1S18L+H2WJ2dIE+/jmRyev1JOahu7ubRXKrE8ol1DUxaW+FjhUSTyEZC5+6oHqcZ9gPeuF+IniSTSxHpNg4NzOpywPMadN3164/wD1V0N34v0nQvBzzW9zHcXbgs6q2WklPUcfl9K8XkkvdQvJr67R2uJzuc7DgDsB7CrpwTd2Y1qjUbR3KS2MKp82Wc9WJOTTDaxZ4X8ya0Wgl/55P/3yaiMMn/PJ/wDvk10cyOK0ikLWJf8AlmufXrUhwiEDipWjlz/qn/75NIttM3PlSf8AfJo5kFn2PTfhaCNM1BjjBmUf+O13ZauQ+H1nJZeGQ0qFHnlZ8EYOOgrqd9eXWd5tnr0I2pokLUwvUZemF6yNbEheoy1ML+9MMlMVh5eoy1ML0wvVJhYezVGWpjOKYXqhWHs1Rs1MZ6jZ6dxHz7RRRXpnihRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfWHhEn/AIQvQf8AsHW//otaKK4Mf8KOrC7s2j1pMnFFFeWdoZJHNGaKKpAJSUUUhhmkoooGJmlzRRQMRulM4/uj8qKKroJifL/cX8qT5f7i/lRRVXYrBhcfcX8qaQv9xfyooouy7IQquPur+QpNif3E/wC+RRRVJgkMZE/55p/3yKZ5cfP7mP8A74FFFK7HZDWhh/54xf8AfApvlQ/88Iv++BRRRdishvlxZ/1Mf/fApBHHk/uY/wDvgUUU0x2Dyos7vKjz67RRJg8EBh7jNFFWMhKR5/1Mf/fApfl/uL+VFFFxW1A4z90flTDj0H5UUUXKshhx6D8qaT7D8qKKaeomhrMc0wsaKKSKI2Y1GWNFFADCxphJoopiGFjUZY0UUwGEnFMLGiiqRLIyxphY0UVRJ//Z", "path": "001216.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001217
Men Tshirts
{ "bytes": "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", "path": "001217.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001218
Men Tshirts
{ "bytes": "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", "path": "001218.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001219
Men Tshirts
{ "bytes": "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", "path": "001219.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001220
Men Tshirts
{ "bytes": "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", "path": "001220.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001221
Men Tshirts
{ "bytes": "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", "path": "001221.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001222
Men Tshirts
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAJGAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKK5XW/iJ4Y0CZ4L7Ul89esUSM7foMfrXnWu/HWZ5TF4e0weWP+W931P0UHj8TRcD2/NFfNcfxi8Sxybri6SXplQoUD8q7Tw58aLe5dIdUiKFuNw/x6UrjsewUVT0/UbXVLNLq0lWWFxwR29jVzFMQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUVx3ib4keH/Clx9nvJpZrrGfJtk3kex5wDXD6l8dCwK6bpJjz0e5cZ/IUm0hpNntNFfOUnxc8QvKX+1LGD/DGv8Ajmul8PfGTdKseqqSOBuAH+R/npS5kPlZ7RRVWxv7bUrOO6tJllhkXcrKatVRIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVBdXUVlZzXU7bYoULu3oAMmgCvqmq2WjWEt7fzpDBGOWY9T6D1PtXhHiv42ahftNZaPGLS2b5RIDmUj69B+H51yPjrxpqHjLXmaSQxWMRKwQg/Ki+p9WPc/0rmWijhJZ8DHQfxH60mxlm51CSWR5Z980zHlmYkn6mqT3TMvdV9uKaZ9xJCsRSPKAP4QfrSAYJiTxKfoRkVOshHcZ65U/071WMoYfMAR9KcFRl2qrYPc9qBHqfw0+IaeH5zb37t9lbqck4H+ea9TtPi/4Su7oQLdSpk4DvEcE18sxRSo4cyru6BBzmrKuc7XQZ/unmi4z7QstQtNStxPZzxzxnjchzg+h9DVuvk3wh421DwvqUc9rO0kIIE1rIxw69wD2PpX1HpWpW2s6VbajaOHt7hA6N/Q+4PH4U0xF+iiimAUUUUAFFFFABRRRQAUUUUAFFFFABRRUckqRRtJIwVEBZmJwAB1NADZporaF5ppFjiRSzuxwFA6kmvEvGHxnu3uJrLw5EI4FJX7Ywy7+6g8AfXn6Vg/Eb4lT+ItQl0zTZmTSYztIXjzyP4j7egrzK6kkZtskmF9F71LZSVi3d6hNNK8j3BeRzud3OST61nNeOG+9u+tCCID7hx/tGms8YJACD8KQXHpeb8gk/nVyK9Xo3Xpz3+tZ3nRHgiOkCqzfKwA7jBIosFz1TwF8TF8LRzW160ktow3RBTyG9OexFdrp3xy02Sdlu4WCMfvbgAv046fWvnqbY6RqkibU4245PuafE2PlIAJ7NTA+y9H8Q6frUMclnOriQbl5B3euCODitevjjw74ivvDt8s9jM0RDBipPykjpkV9Y+HNZj1/QbTU4sATpllB+6w4I/MGmmJo1qKKKYgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK84+MniFNI8HmwR9txqDeWMH7qDBY/wAh+Nej18zfGHXRrXjlrWM5t7BfIyDwWHLn8zj8KTA4EsLePftG48qhGT9az2WWRi2ACepY0+4nLuRGD/WkggeVwuSW/ujk0th7jBHID8ygj60jxxuPvHPsOK3rbw5e3C/LE3PrVgeDb/qYmI9+1S6kV1LVKb6HMR7U4IJPvU+yVjgISPqcV3ejeCHMwe5QFB6966RvCluR/qR9BxWbrI0WHk1qeMNIyXIVlROOuOfzqRrU43xsC3XnvXU+JPCskM5kTcwPfGK5rDW7bHB44rSMlJaGU4OLsySGQXHB4mXpn+L2NfQnwI1prvw9faXKxLWcwdAeyv8A/XB/OvnWRQ2JEJz617F8B9V8vxJd2bD/AI/Lbd/wND/gTVEn0HRRRVCCiiigAooooAKKKKACiiigAooooAK8r+NPimTS9Fi0a0k2XF8CZG9IgcEfif5V6pXzN8W9Xj1Px5eIH3x2KLAu3kAgZP8A48TSY0efh44o2749fWqTShmJPJPWm3EzyPz17L6VPZ6Zc3bARoSPXHFS2lqyknJ2RCMOMqpPvUZhOeQB+Ndtp3gmaYKZ22r6Ct2PwFb8ZU59fWsnXj0NVh5Pc8vjtWlYBQc/Sri6bMzhfLdR78Zr1iy8GWsClWhD5/vCrkfhKyV9xt0z7jNQ65osN5nh8kckN40ci9+ARUysAdrDI7Zr0zxP4QiuEM0CbZAO3evM7uKWymMc6krnGT1Fa06ikY1KTgyRQHYFTk+9fRHwJ1Brjwpe2Lc/ZbnKk+jjOPzB/OvnDgYZWx9a9r+AmtKt/qOlv/y8Isqn/aTgj8Qf0rTqZ9D3qiiiqJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBjsERmJwAMk18ZapcvdT3Nznm4mck+gzn+tfZVwu+2lT+8hH6V8YamypvjRdqo5Xnr70mBnKQMnHToPeu68K+H8QrPKuXfnkVyOj2D6hqkFuoJ+bc1e46Tp629uiY6AVzVpdDrw8PtE2nacioBtA/CtQWMXXaM0sa7AMcVOrVznURi1RewoaAYqwDmkYZoA57U9NjuY2VkBBryvxToRs2aVRkZ617VKnBrnNb0uO/t2jIGSKqEuV3IqQUlY8MHBIxjPNdL4E1SfRvF+k3sBbC3Ko6jqVY7SPyNZ2s6RLpd2I5BgNnb71Z8Fpv8Z6VExbBvITlRk43iu1NNXR57TTsz7IopAMDFLVkhRRRQAUUUUAFFFFABRRRQAUUUUAZXiTU/wCxvDeo6iAS1tbvIoHqBx+uK+Or+Z/vM5Z3Ys5Pc9ST+ea+pvitcNbfDjVmX+JUQ/QuM18nSP57yIeoOTSY0LYWpvryOPnazAH3r2PRdBjgij2oAAB2riPAmitqGpB8HZEck17FDEsa4AwK468rux24eNldkNrp6xyjONmPTvWosKHHSmRqG5U5p/lvnpWWp0bjxCopjIgGBUoRtnXFRlD0P4UtQM+5hWRSpHFedeMvDqy27zQp868nA6j/ABr0a8uILVMzSKnpk9azpUg1CDdGyurDqDmiN4u4pJSVj58AaJjE/TOK7D4Z6q2j+N9PmJwpmWKTn+FjjNU/GWlJpurbF4Eibh9aytLfy9Rtbgtt2yJk+mGFd8XzRuedKPLKzPtuimqQVBHQinVoZhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQA1gGUg9DxXxz4w0uXRvEF/ZS8iC4dSw6HB4/MYr7HrwL41+DbyXV01SwTzY7zBkjXqrqACcdwRipltqNJt2Rxnw0iWe7uZmUFgQAfSu91jxNa6G3kYaS4xnao4X61yPwqtXS8v4nUgoqEg9uSK7LUdJsLV5bl4vMlc8luc/j2rknbnbZ2U78iSM60+I1hv23MMin2rqdP1/TdRbbBLgkcZrzbVb3SkYRm0VmIzujhG3nPQnr0PStXSLaGKbaYDFKMZ4Kn8qJWtexcb3te56WAuMg8Vja34is9HQmQ7nxnANaVsv/EvGGJwOprgdaWGW5fdGHbdtUsM8+w9ahNF2bKd94/vb5jFptlyf4gC1SaTqmtiRft1rugc/eHVf/rVlxai1rqX9nrZyGbdt+WUAj+n6112g3y3iFNxcf7Yww9jVydlqjOKu7qRx3xLtWSOxuFHG4j9Ki+Fdmb/AOI2jvApYRM00gx93apyfzx+ddL8S7ZX8P28gUfLcKPwINbvwe0qy0nUpWKOby4tdwLD7q5BIH14/KtaUkopGFWDcm0e0UUUV0HOFFFFABRRRQAUUUUAFFFFABRRRQBm65pFtr2i3el3YzDcxlGI6j0I+hwa+O9X0e40HxDfaXcgiaGVoySOuDwfxGD+NfateOfGbwemoXNnrsMiRyRr5UqBfmlAORj1OM1MnZXZUE5OyOP+FhEn9prnlSjfhg1d8Q6jrd7dyWumoYrZDy5GGc1T+GNubPXtVhLbkEKkN0yN3Fdf4hka2tiYo2JPaMfMfYVxzaUrnbTi3GxwCar4w0yUfPlO+4qa7DQfFepSybdQt+D3C4rkNTfWWniWBI2gcAkRx52HuGLckjit/SlmhnZBuMQPysV25/DtROTSvoXCKvpc9Ce5C26zfw4z0rzzxN4h1mSRl09WjQdGB24/Gu/379LA28hc4rz6+ilmmHBK7vnwQCB7A96hSsy+W6OWi0rUdTl83UdRk29erNXW6F4cksGSe1vnkjPVC2QaxINJ1WPU3c3M4tQWKBZPmPXGQRj0z9K7Hw6l1HH/AKQEDHrs4BPriqnJ9yIQXaxxfxSsxDLY3G3khl/HFcbomkX2t3trY6dbma4m3OkY4J29efoK9P8Aidb+dpNi2MsLnaPxU1tfDTRIdH8Q2cEkCC4WCSRZFPPzDBX6f1Fa05pRS7nPUpuUm10PY7dSttEpzkIAc9elTUUV1HKFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACVxvjm1aabSnwTGJijfUjj+VdlWVr1ob3SpVVcyx4kjHuvP+IrOpHmi0aUpcs0zyjQtNgsvF2srb7RHIiOAo6ZJ4rb1LS01CExSLlT1HrWZpMgXxdqEZP34EKc9Rk/411QFcj1OxaaHGXfhKC58vz4xIYhiMtztHoPapLbRPKudw5PdjyfzrrXjBFQMqxrk8UndmisNhj8u22dsVhPpKyTPkAgnOCM10IOUqiZVS42Hv61LQ0Zb6FC38Cj8KntNMW1bKCtkKGGcU7aAKNwbOM+IUWfDOSOBMh/XFdZ4LhSTXoJ0+6liUH1yK5zxwhn0y1tUGWnuo0A/Gu18Aaelra3DqxcKREHx1I5OP0raCu0jnm7Rkzt6KKK7DiCiiigAooooAKKKKACiiigAooooAQ1y/jezNzpEcg/5ZTKx+h4rqO9U9Ttvtem3UGMl4mAHvjj9amceaLRdOXLNSPKrC1t4fHF80KBfMs1LY6Eh8VuTWgnGHXIFc1aXfkeNk80FftNsY/m4O5SCRXZLjPtXC13O9Oz0MZ9LgQcqfpTINMjWTftA9B6VtSRg81TnkIk8qIZYcsfapsap3JwFEO0YxisZ9OjebeoGa1xueMkKeKzpHlt5GmcZiBwR6e9JoIjorKMHDRLn6VbW1VVzgD0xViIKyhl5UjNDsB0ot3JbOJ+I6j+w7fH3hdRkfrXTeEHiv9fs7nHzLAw6Y6Y5/X9a57xcqahf6TYFsbp/Mf0CqK7XwNpnl3dzeiPy4o1+zxL1zkhmOfwWtoK8kjGcrQkzuqKKK7TgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA8g8Xac2heL7TUoIyLeQsjAHghuePxBrdt7pJkDKa1/H1pHceHhM7Ya3nSRPck7cfrXn9lftFKFD5Tqc1y1IWZ1U53R2e9cVm3lwsYLsjMqjovU1DJqSRae9y3IAzj1rAnvr7UYAsC7SfvHOAKxOhOxvW2q2UsZxJtI4KscEVnNqtneXMltbZkI+UuDwDWRcaTE8MSeeodTmTB4I70NpqW83n6fIOOSmcE02kV7y1sdhaSExgP94cZ9afcXCRqSxwAK5TT9VnF2kMmTvOCSeRj2o1q+kaXyI3wP4uaSWtiZS6kWr6pZyapZS3c4iggkJDHozkfLivY9BgkttHt4pU2Pgkr6ZJNeQ6L4Xk8T6zp/7sfYrO4W4uXY5BC9FHuT+gr3CuqlG2px1Z390WiiitjEKKKKACiiigAooooAKKKKACiiigAooooA8l+JMNnZ69pskUojvnbzI41GNw6Mf6/nVqx1RZlCs3zjjFJ8QdKZftWtXKMAl3bxwt1wgGCfYbmNcrFcvDLuwCw7CuWrHU66U7o7wzjafT1rn9Wv4YIHZZ2Rm4BQ8mm3E9xNoTGH/WEYOD2rDEIUL9os55tvTsv41h6nUm+hZXxPqNtHHG0HmvJnZzjPTGT+NQWGp3D3znUy285wB069MVJLc3OV22K/JzH844NMmmluQBNp5eTs0bjcP6U7aFuEkr3OqstRilj/AHbZUcD3qvqOqpbxsN3zdhWFpdncQ3qSMDGApypPWq93Ibm9csQQvv2pJamUmZer+IptKvYLv7ILqaUmKONiRjIHTj1r3nw3Zy2OhWsVx/x8MgkmGMYduSB7Dp+FeVeC/DsfiLxbFeXJ3W2kqs2w87pWPyD6Dbn8q9s7V2UopK5xVZtvlFooorUxCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAyvEGljWtEubEMqSOuY2YZCuDlT+Yrxu4hkguZreZSksMmx0bsR1x617o08KNteVFb0LAGvJviRZKutjUrf5lMKiXbzzyA39DWVVaXNaT1sQwPFLpckUuGA4xnrSyaLbMmQGBHPDH+Vcva6ttiVHDFd6lmzjPPNdXZavbXCYDjcAMiuaUWtTqhNGPdxaRBIqSsu9uMbDU1vptjdEhFDRjuowD+NWdRWEgTMM88kVILqG3iA3DGOgpNuxt7SWzZEY7axuYlSJVGDyO1Y1zcg3buPmye/aoNb1qN8eSPnVuCR+BFS+EtJGvarBFdhja+aEkG7G/2GP1NXGHc5pTu9D1zwFYC08LwSFWD3JMzbhg4PA/QfrXUdqZHGkUaxxgKiAKoHYDtUldaVlY5G7u4UUUUxBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGfqml2ms6bPp99F5tvOu11zj8iOhrxzxHpr+H9aexm3SxECSCQ9SnQZ9SOletXnijRrCfyLnUYI5c42k5/lXGeNzZeIFgks7mKQxoQsiHIU56H2IrnqTg1a+p0UoTTu07HNWeoD7CY06O4AxnvW4Arx8HHHGK80nuJ9OuTFLvEiOOM4HsfcVraf4ndVKSMcBc4A5HtWLhfVG8alnZmrf/2kt0vl3IEfTHljn61fs0kVd0sgdz1AGAKxL3XInjRlBDB8cetQzeJEwyq2FHGR3NJxbL9okaepXv2S5SbOAVZevesJbl7qcLGrM0jbVC9yf8KyL+/kuZQkkjNyCVK/kPyNdd4U0w2syT3GfNLZVSc7AT/OqsorUz5nJnc/C7w/e6Rpl9fahGY59QlV9jDDBVBA47DB4Feg1Xtby3vIBLbypLGejIc1Yrrja2hxO99QoooqhBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVwnxR8YS+E/DqmzIF/dsY4WIz5YA+ZvqMjHua7kkKCScAdzXzf8YPFdp4j1qCCwk8y2slaPzB0dyeSPbgCgDynUdUu7nUZpri4lllc5Z3cksfUmvZfh+zy+BbQvknzJRz3G6vLtB0a11bXY4rp2EXUoON3417tpdvDb2MdtBGscMY2oijAArmrTXwnTQh9o4zXdCmidrixVnUnc0IPT6e3tXP22stbSlCzRleADwRXrE1rkHj6Vgan4dsdQybi3Qv/eAwT+NRGppqVKnroclL4gEsbRecxHUH16cVBLrjupdZTuJwB0wK2/8AhBrEEfNIAOQC2atWvhawtZA3lByD1bmq54i5JmDYWN1q04ciSO1GPnPVj3wP612Um7S9AvpLQmBoLWRo2Q4KkKeQfWrkFqFxhcCm6vbiXR7y3DbfNgePPpkYqHO7LjCyOG8F/GrxBpNzHDqs51SyyA6zH96o9Vfv9Dn8K+k9M1O11jTLfUbKTzLa4QPG3Tj39D2r4jNlLYajJby4yvcdDX0b8BtVkuNC1HTJHJW1mWSMHsHByPzXP412JnE1Y9eooopgFFFFABRRRQAUUUUAFFFFABRRRQAnesPxJftZaeVjbbJIdoI6gd62mIAyTxXC+I74Xt0BGcxoNoPr6muPG1vZUnbdnZgaPtayutEeNeML+W1163Yk7CpP45rrPCjPd6K7lWAaTK57jAqp4o0WO/jjm8oSSW7bwPUdxW74flSazBjwF4wBXmUJRklJbo9jE80bx6Mo6po8OpQlJlII+6y8Fa4m/wDDWqWMjNbFZ485HODXrL24fJA6iqclkWBAUEehrtU2tjznBPc8i8jVzkNbSfNwwI6VZt9I1S6CRsmxQc5Y16a1jt/5Z5/Cj7GQdwQA/Wq9qxeyRzWk+HI7NvNcmSY/8tG7fQV09rH5bg1PFa8AtT5cRrn0qJSLUTE8A+I541jnR2aMkh0zwwzXtkMqzwJKhyrAEH2rwXwpaeRaSOFwrzSMo9txr1fwtqQa2+ySuNynKZ7j0rHBYjlqypt6dDXMMNelGqlr1Ooooor2TxQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiuH8V/FLw/wCGN8Hnfbr5ePs9swO0/wC03Rf1PtQB3Fcb4j+Jfhrw0XiuL0XN4v8Ay7W3zsD7nov4mvCvFXxT8SeJN8P2j7BZNx9ntSVyP9pup/Qe1cOzEggcZpAek+K/jLrWvRyWVlGlhZyqVdYzukZT2L/4AV520u4c1BjAH1pTk0ATW1w9peRXEZwUbNe6eH7xLvTopFYEOM14KCSK6nwr4u/sZ1tLpv8ARyflOeV/+tWFanfVG9GdtGe3AArUZgVsjH51j6f4gs7vZ5d1CxboA4yfwrZEoODurmsdZXezTP3RTfsyjsBVpjmomzSGMO1FrH1e4VLVyTxjk1Yu7oK5XPIriPFuteRbNEGwzDAGaaV3ZEydldnAag4n1GV+uCRmus+H/jZvBerG6aN5rSZdlxChALDsRnuD/WuLUkksepNK52gkdMV3RVlY8+Tu7n2J4d8W6N4qs/tGlXqy4HzxN8skf+8vUfXpW7XxPp2o3emXUd5Y3MtvcRnKyRMVYV7V4N+OAfy7PxNFg9Bewr1/31/qPyqxHt1FVbHULTU7RLqxuYriBxlZI23A1aoAKKKKACiiigApKQkKuScCse98R2VplVbzXHZTx+dZ1KsKavN2Lp0p1HaCubBrI1LxBaWIKg+bIP4VPA+prltQ8R3d7lQ/lRn+FP6msZnLc15dfM1tTXzPXw+Ut61X8jXvPEN5es6mUomPuJwPx7ms1pN3eqycSj34qQDtXkVKs6jvN3PZp0IU1aCsDoGBqhbAaXdnAxbytn/cb/A1f5HWhkWRSrAEEdDSp1HTldDq0lUjys04pVcDmn4UNzyDWDFC9mWaF/kJ3FWP9avRakkiZBBA7mvVpYinU2ep5FXDVIdNC9IqZ/wqFvLHReaZ9qRuvelMiEcZ49K3djEa8oRcd/QVk6rdZtzDEf3svyJj1Pf8OtRahf8AlSlc9OwqvpcEtzOb+44GNsS+g7muevV5INnRQo880aVpbrbW8cKDCooFWvMaMblYhgcgg4xUeaGztNeQmz2OW501h4vkgVEvYzKgGDIh+b6kd66uzv7a/gE1tKroe47ex9K8olYr5ZHqasWGo3OmT+faPj++h6N9RXqYfMZwfLU1X4nlYnKozTlS0f4HrNFYOleKLPUAqOwhmPG1jwT7Gt7Ne1TqwqR5oO6PAqUp0pcs1Zi0UUVqQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVg+I/Fuj+F7XztTu1RyMpCnzSP8ARf6niuM8f/FOHRDLpmisk1+Plkn+8kJ9B6t+grwbUtUudRupLq7nkmnkOWkkbJJoA7bxn8WNZ8RGS0sS2naceNkbfvJB/tMP5D9a84Zsmh2JplIBDzSUtFADT2pDLjouacRSGgCvPLPjagVfccmmxDYM8knqT1qy65Wo9uVPrQBLbTtBPHKhw6MGB+le76Bf/bdJglzncorwWGNZEZmbbjv6cdT7V6X8OdV8/TXs2P7yFsgZ/hP+TWFeOlzow8teU9FAc8iiTMcLO56CiCXcOlFy6eWQ7AKBliTxiuU60cveXIhgnupiECgtljwBXkOq38mo6g0zZ2n7oPYVteLvER1fUZIbdsWUZwgXo/8AtH+lcvJKkJV3zg8etddKny6s461TmdkWAABn0pCMjGOtCSxzJlCCKXpWxgMjOOKeDTTxLx35pTweKAN/w54t1fw1dCfTbySLn5kzlH+qng17l4U+MulasI7fWVXT7o8ebnMLH69V/Hj3r5wBp6SFCCDigD7YjkSaNZI3V0YZVlOQR6g1JXyr4S+IeseFpFS2m86zzlrWU5Q/T+6fcV9BeFPG+leLrIyWkvlXMa5mtpD8ye/uPcfpTuB056Vj6nr1vYAouJZv7oPA+prM1zxFgNb2b+zSD+Q/xrknlLHJJJNeVi8wUHyU9+562Dy11Fz1Nuxo3+s3d+SJJSE7IvArMZs96aWpM5rxZ1JTd5O579KjGmrRVkLmikxRiszWw1+nuKeG3Krjv19qYwyKhdHH3HK0rhYujmq11fQ2iMzbnZf4Ixk//WqsYp5Bh53I9FOP5U+KBIVwgA9aLhylWCW5v5N9wFjiB+WIc/me5rQYho2Rh8pGOlMWNVztGPb0qUSE2zx7pMtngMNvPcj1FK+twltZIr2mUk8mRuRwKvzzC2tHZeTjj61lX2URJ1JyhAYj0q0JVeIHqAP1r2adeLpczPHqYeSq8qMi2s2kZ57vd8x4ApJdbnsboRtB51r0BThl/DuK0fLeRi7Er6DNMNpFuztyfU15lSs6krvY9WlQjTjbqWrW8t7xd0MgJ7qeGH1FWdvHvWS1jGxztwexHUU8RXUQ/dXUn0b5h+tZXL5S9cD92vs1Qqdpx2qNXupEMc3lkdQygg1K44BpghynY2R0NdBpfiK6sgEZvNiH8DnkfQ1zo5SpFY4yOorSnVnTfNB2Mq1CFWPLNXPTtP1m01AARuFk7o3B/wDr1o9uleTRzMrAg4I6EV02keJpIysN4S8fTf8AxL9fUV7OGzKMvdqaPueDisqlD3qeq7Ha0UyORJUDowZWGQQeop9eseQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFePfE/wCI8+n3sugaPKEdUxdXC/eBP8CnscdT713PjrxRH4U8NT3vym6f91bIe7nv9B1/CvlS8vJbm6kuJpC8juS7sckk9SfxoAJpi7Ek1XY0E03vSARjTacetJigAooxRQAhpKU0UAGKSlpKAICvJHoa2/CupHTNegkJxHIfLf6H/wCvishh81IDgjsQaTV1YcXZ3R9BW8/7sN3rzjxt4ta9kk0yxk/cA4mkU/6w/wB0H0/nVa78Yyv4fitoGIuJU2yyD+EdDj3NcTLOdxSMZPr2FYUqVndnRVrXVojpHSP7x/Cq8m64ABGFFOSA53MdzHualC47V0HMQpCY23ISp9qsK0uMHafwpQKdzQAg3N97HHpUlJS0AFFFFADgxBr0r4daLNGja5KzoCrR2yg4354Zj7dQPXn0rhvD2kPruuWtgpKq7ZkcfwoOWP5fqRXuW2OGNIYEEcMShEQdFUcAV52Y4n2UOSO7/I9PLcL7WfPLZfmK0m7nNMzTc7W9jS96+ePp0rBRQTSZpDFooopAJSEZp1BFADMUYp1FAxoGKQggnA4PNOozj86AK02JkaA/xgipI4RGioMkIMc9/elVVWV5T90DA9qeDkcDFO7tYVle4hGMU2nmk20hjMc0uKXFKBTAQClAyCDSgUhGORSEMXutKDtOfzpX/vjt1pCM/Q0DHA4cVKj9/fFQKc49QcURtlW9npoTR1HhzWXtrqO0lbMMhIGT909q7vPHFeQo+JC2fu8CvRtA1L7fYgO2ZY/lb39DXu5biW17OXyPnc1wvK/axXqbNFFFeueMFFFFABRRRQAUUUUAFFFFABRRUF1OlpazXMn3IkaRvoBn+lAHzp8ZfErar4vbTonzbacvlAA8GQ8uf5D8K8zJyT71Z1G7kv8AUbm8lYmSeRpWJ9WJP9aqnpSAFPr1FO71H0bIqQc4NABSUtFADT1opaKACm0+mmgBKSlxSdKAGt1qP7x2/makfJB7VBuxnAzlsHJ6igBXkMh2Jwo6n1pUiAHFCDHXqTmpQKAEAxS0uKMUAAFLikGad0oATFLRRQAUUtJQB6V8LtPCWt/qjj5nYW0Z9APmb9dv5V3DHIrG8HW/2Twbpy4w0qtM3uWYn+WK2Sa+Yx1RzrS8tD6zLqfJQj56jDzle56GnKc49e9NahT84PZhn8a4z0BxPNA5po+aTFV3neaUxW/CqcPJ7+gpAWmZV4J59BQHJ+6v50xIgg55P61KOO2KBaCfMe9HNLjnrRiiwCYpKdikpgNNRSbvLbHXFTcU1yQhx6UhoRFJt8dyM80kSPGmGPP1zj8akiH7pc9cU49KYrjOtGKdRikA3FGMU7FGKYDRS44oooAYfl+lRE+U2Dkoeh9KsYzUbrwVPQ9PakxoYDifHZhkU2M4En/XQ1ErEShD1Rh+R/8Ar1Kv3pMf36aGSZwyIPqa6LwtfG21NEJwk3yH69q5pDud37fdFXLSQxTI69VIIP0rahUdOakuhy4qmqlNwfU9aHSioreQS26SDo6g/nUtfWp3Vz4xq2gtFFFMAooooAKKKKACiiigArl/iHe/2d4A1u4DYb7M0Y+r4X+tdRXmfxwvfs/gJbcNhrq7jTGeoGWP8hQB83E5NIaKKQDSODSoeKDTAcNigCbNJ2pAaXPpQAlFFAoAWkNLQaAGmm06kNADH5U49KhReF+mamb7ppiggDgcCgBxHTFKKTPSlI79qAFzSikpR0oAUCjFFLQAlGKWigBKDnBx1xRVzSbQ3+sWVoBkzTon4Fhn9M0pOyuVFXlZHudpALXTLK2Ax5VvGn5KKcamnYNIxHTPFQmvkKsuaTZ9pRjywURj/d46ikjYMh9Qc/hSt61AG8q4GfutWZsLcS+UgRDiSU7V9vU1LDGsUYRBgAYrNO9teCn7kcJZfqSBWpkKMdqdhseKdimAntxThxQSxaKKKBBSUtJQAlMbAU56U+mnnikNDwCKQ5oDUpIpgIKKBS9qQCUvWiimAmKKKKAEpGGRil7U0kj3H8qBFd1AmVz2BB/Dn+lMLGOBF6yyHOPc0l9KIwh6qTzjv/8Ar6U2AvK/nvwxGEHoPWgroWFGAEXkLxn3qxHwwGahQBRk1JGfm5+tNEyPT9Dk8zRrVs/wY/LitGsPwtJv0VR/ddl/r/WtyvrcPLmpRfkj4rER5asl5sWiiitjIKKKKACiiigAooooAK8L+P2pB7zSNMVv9Wj3Dj/eIUfyNe6V8p/E/Vjq/jzU5g2Y4pPs8eP7qfL/ADyfxoA42igUUgCo3457ipKY/TigBA1PFVg218Z+lWAaAHUoptLmgB1IaTIozQAhpDS5ppNADWPFNAA7mlPWkYdxQAcZ607qKZing8UALS02igB9FNzxRmgB1FNzQDQA6uv+HFh9q8T/AGph8lnE0mf9o/Kv8yfwrkK9V+G1mLfw3PdkfPdXBAP+ygwP1JrlxtT2dGT+R14Gl7SvFfM61zkmm0E0lfLM+wQGq1wm9MdxyKsmoJjgUikVFnHnwSkctmNvY1opzyawL6Row5Q4ZhuT/fHI/OtXT7wXlhBcjjzEDY9KdtLgy6KXNMDc0uaQh+aKbmnA0CCkNLSGgBKKDRmgYmKXFFLQIKKKKACjNIaM80wFzSZoNITQAE0maQtUUsywxtI5AVRuJpiZm3bia/8ALyfKiPPux7VoRA4Hqaw7GZru4aduAxJUVux/dpMpbDzzx2p68D3NMUZalBy2RTRLO78GTbrS4iz91w35j/61dR61w3g2bbfSxE/fTI+oP/167mvp8DLmoR8j5LMIcuIl5i0UUV2HEFFFFABRRRQAUUUUAQ3EohtpZT0RC35DNfGWoTNcXk0zHLSOXP1JzX2HrhxoGokdrWX/ANANfHM4+ekBXoooNACGmnpSmkNAFZ1G7nsalDU1xk0oAA4oAlBozTR60uaAFzS5pmaM0AOzTSaKKAE70pHFNp1ADKcKKUUAFFFFAAaSg0CgBaBRSdDQA4GvbvCsP2fwdpKYwTB5hHuxLf1rw522gn0r37Sk8vQNMTkEWkXX/cFeXmj/AHSXmetlEb1m/InNJSmgivnz6ZCdqqzn5TVpuBVK5b5TSGjC1ObbE45yPmX6itTR7d7bToYS2Qq9f1rJlQXF/FERkAl/yroIEwgHpV392wNa3LIODgc08GmKAo9TUgGBk96kQ0tz0pymm4yaf0FAMM0UhNLQAlLSUtABS0gNLQIKKWkoAQnBpueaG60YpjGs23HpSZ4zSuv7s+1MT5lI9qBAWyuffFc94ivHW2ihAXypiQ7Z5GMHAHvW6jbgy+tcN4jkZtbtl6IEIbPrmtaEeaRE3ZG5pPKA/p6V0CdOKwNLICL2Hp3Nb0XTnrWL3NGSHgYH40opuPanDrTRLNrw3P5Gs25JwGOw/iK9IryeykMd3E44KuD+terryoPrXv5XO8HHsfOZvC1SMu6HUUUV6p5AUUUUAFFFFABRRRQBgeM9Ri0vwbq1zKwA+zPGvuzDaB+Zr5Gn+9X058XWiX4fXYkHLSxBP97dn+Wa+YZD8xFICOkNLijFADTSHpTqjkOBQBGT82KfUKnLZqUUAOooooAKSg0UALRRRQAYopaSgAoopKAFpKWkoAO1FBpKAHU004UEZFABFC93NHbRAGSVhGgJxyTgfzr6G8tooIopGDOiKrEdyAAa8B0nz/7b0/7MAZ/tMflgjI3bhivoa5XbI3cZNePmrdor1PbydLmk/Qq4oxT9melIcjqK8M9+5C/Ss+7cBTV+Rhisq/kAQ80i0ZNg/ma8w64hJ/UV0yE4rk9IYvr0mBx5ZyR+FdYlaTVrehMXe5Mig1IxpqcCkY1AxyjNOPFIowo96DQA3qadSAYpaACgmlFI1AgFLSCnUAwxRRRmmIjbrSih6QGkUOxnI9eKqodr8+tWgaquNszCmIik/dzHHHNc94pEX2eKTywZTKoBxXQ3fG1vaua8QbJ0t43bH70EEe1XS0mhS1iXNKGEHdv5VvxjgVh6aqqijf8ArW7EUAGXH51m9y2SYzRj8qcChHBJ+lL24X8zQQSQD96v1r1mP/Vr9BXlUCFnAOAPavU4V2wouScKBk/Svbyn7Xy/U8DOd4fP9CWiiivaPECiiigAooooAKKKKAOI+KWjXOteCp4rTmWCRZ/L/vgZBA9+c/hXy7dRyQTPFMjJIpwysMEV9j62QNHuM91x+tebap4X0rXIsXtqrv2kX5XX6GsZ1OWVjaFLnjdHzuXIPBo84dxXpWq/CV1Zm03UFYdQlwuD+Y/wrkL7wN4isSxbTnlUfxQkOP05qlUi+pDpyXQxDIMVWmlz3qxNY3kJKy2s6EdmjIq54d8L6n4m1y302ztyZJT8xf5VVR95ifQCquiLMNV0C80H7At7sD3tpHeIqnJVHzgH34/WqS16t8ebGOz8S6OIlCoNOEQAHZXIH6EV5UtMApaWkoAKKKWgBKKKM0ABpKU0lAAaKKWgBO9Bpe9IaACjFFLQAUUUUATaffvpOrWuoRRpI9tKsoV+jY7Gvoh28xVcKQGAYZ9xmvnrTLJtR1iys1HM86R/gTz+ma+lIVU9B8vYe1efjqMaqV9z0cvrSpNtbGSRjqMe4ppYgcN+datxbxEZ2YPqOKz5IIyTtfH1rx54Kovhdz24Y6D+JWKkjHHRax79uDlRWvOhQdR+dYGp3UdvbTzyAlIlLED+I9h+J4rFYaq3ax0/WqSje5lRXotvEunWydJQTLg9d2Qv5Yz+NdivFeVW93eXGuRalNAyfvUPCkKoBAABr1Ygbzj1rrx9JU4wt2scWX4h1pTb73Jhwopp5OKVuOKI+XFeceoSnjj0plOJpooBC0d6UUHrQIKQ0opD1oBAKXvQKO9AC9KSlpKaENamg09hxUQ70mUiTtUFwPnDeoqYVHcDKA+hpgytdfNb59KxrzTGvNIm1Bc/6LcxocDsytn+Q/OtsgPEynvXZ+A9PVvDN6si/wDHxNIp+gUL/jXXgqPtalvJnDjq/safN5o82svuD5f0rVi6dKxrBDHO0TZJRivPtxXVWgi2jMSk/ShYFv7QSxyj9krqeamUk9K041Tsij6Cp9uQeK1WXrrIwlmDe0TLi3bwMNknHSvUrdSsEascsFAP1xXnMyYOa9EtH820hk/vIp/SvTwNCNK9jycwrSq8tyxRRRXonnBRRRQAUUUUAFFFFAGB4nn8uzihHWR8n6D/ACK5tG+WtTxRJu1GGPPCx5/M1kA8cVw1XeZ6FCNqaILuTYhass3qtnmrt837o5rnIczXEi/3entUli6pcARNz2rq/hVoIht7nXZl/eXBMUOR0QHk/if5VwmsyFItmPmJxXumhWK6ZodlZKMeTCqn645/XNb0Vrc5q7srHi/7QsH/ABMNEuMHmGVM/RlP9a8WUcV73+0LbltK0S4A+5NKhP1UH/2WvBsbQBXQcohpKWkoAKKKKAAUlFFAAaKWjFABRRSUALSGiigBO9OpAKWgBKWiigDrvhrZi58YRysMi2heX6HG0f8AoVe2xHb3ryT4UqP7W1J+4tlGfq//ANavWos+pNcWIfvnfhl7g+VsoefwrBndhNtU8+lbc33TWHOQt9Gx6Zwa52zriiGd2MZJNWdCtleGWZ1DZbaMjPTrVfVsRx8d609GATSocdSCT+dEV7wSfulmKws726jtryFZbeVgsiHgMP8A9eKyOs7emSa2WO1gwPTnisZRjd71xY96RXr+h25dHWT9P1FYmnRdzUbGpoxhPrXmnqvYVvSkHSg8mj2oAcOlFB6UnagQo6UnU04dKb3oAWkpaaetAIf2pKUdKShCA9KhIw1TVDJwcimykOHWiQZjIpAaf1BFJAyip6ivVfDUC2/h6zRe6byfdjk/zryhjhzXsGjlTo9kUGF8lcD8BXr5Svfk/I8POX7kV5nkniXTTpHi67XGIp28+P6NyfyOatWcnyiul+JVmGsLS/A+eGXy2P8AssP8RXKWBWSIFTxXVUhyVGkc1Kpz0k2akcwL8H61oxnctY4wkwU/jWpEw2deaEDQTDrzXX+Hp/O0aHnmPKH8D/hXHSN9MV0PhGYtFcxE/dZWH4//AKq2w79858QrwudPRRRXccAUUUUAFFFFABRRRQBxniQZ1j/tkv8AWsvtWh4gfdrco/uqo/SqWOK8+p8bPSo/AjMvj8hrnLVvL1RwejDFdLerwa5S6JguPMFJDkirqEv2zXrS0iG7M6IfclhX0SOleCeC7T+0PHOnoRkRuZ2/4CMj9cV73XZSWhw1nqeV/HiDzPBtk/HyXy/qjCvnRsEk+9fSXx048Axnv9tjA/75avmytDIQ0lKaQ0AFHakpaAEoFGKXFABS0mKKAA0UlLQAlFJQKAHUUUlABS5pDSA0Aei/Cf8A5Cep+nkJn/vo161GvA9+teX/AAmh/c6tcYPLRRj/AMeP9a9RiOV5/lXDX1mehh/gGzDA/rWJeJh8+9b0mWU1j3gwDmuaR1wZj6hIZnGeijAFdDZr5VnFH/dQD8a5xk33MaDuwFdYFwKcNbsKnREMhwD7An9Kylxg1qTfKjcdFNZfRfeuHHbpHfl60Y0nJqx0XHpVeMZkHpVhuleeekxo60o5ak6CnJQApFIaU9aQ9aBIcB8tNp3amigELimk806m55oGh+eKM0dqQ0EhUcgypqSkIoGQIeKkU8VF91iKlWgop3A2ymvWPD0iS6BYsjZXyVH4jg/rXlF6OVavQvAUxk8PbT/yzmZR9Dg/1r1cqlaq490eJnEL0lLsx3j+Mv4RuSP4HRv/AB4V5xprNGBIOg6ivUvGERn8Kagg6iPd+RBrym1bEQUd69DFaVEzgwetNrzNZn33WR0ArTiQ7RzWZaJyM1sRLwKwTvqbyVtCKQECtzwgcXdyM9UB/WsaUdea1/COBqFwM/8ALL+orej8aOev/DZ2NFFFegeaFFFFABRRRQAUUUUAcFqz+ZrF0c9JMflUAHy0l03m307Z4aVj+tOXpXnSd5M9OCtFFK7TKGuS1YbW2+nNdjcj5TXHa19880kNm18KoFk8UXcx6x2px+LAV7HXlXwliJ1DVJscLGiZ+pJ/pXqtd9P4TzqnxHlnx5mVPBFrEesl8mPwVjXzjXvP7Qc23S9Dhz96eVyPooH9a8GqiBKSlooASilpKADFFLSUALmkPSikPSgApaSloATFKBRS0AIaSnGm0ABptONJigD1/wCFUYXw1dSY5e7bn6Ior0KHheeK4X4ZDb4OUkfeuZfx6V3MWe4rgq/Gz0aPwIkfvWPqPFbMmQvP6ViaietYT2OinuZVv82oQj/bH866nHy1zOnLv1SP/Zy1dMTheadPYKvxFaflGGf4T/KsmU8n61qykKST0wc/lWMxya8/H/Ej0su+GRNAByalJyabGAEFLXAeiIx5Ap68DpTOrVJ0FIGJSd6KBTEO7U0U6mjrQCF7UmOaWkFADh0pKXtSUCF96aetL2pDQMglGHz60qnNOlGU6ciolIoGhLpd0OfQ12vw6fdo1wufuzdPqorjnG6Nl9RXVfDdv9H1Bc8h0OPwNehljtXXzPLzVf7O/kdfqUH2nTbq3xnzYmTH1BrxWyXDbT2r3U9K8PQ7bycf9NG/ma9fGLZnj4F/EjYtetakfFZtpztI9K0kxXNE6ZsbOcA96u+F5dutBCfvxsP6/wBKozdSM8e1S6C2zXbY56tj9DW1PSSMausGeh0UUV6J5gUUUUAFFFFABSE4BNLUcv8Aqn/3TQB50TmduerE/rUy9MVVQ4apw+Fz0rzep6q2ILs4U1xmrtmWuwvGzETXEai26VjTW5MtD0j4U2Zi0K7uyMG4uMD6KMfzJrv+9YnhKx/s3wtp9uRh/KDv/vN8x/nW1XfFWSR50ndtnh/7Qrc6Cv8A12P/AKBXh5r2z9oNl+06EmPm2THPtla8SpkhRSUtACUA0GigApDS0lAC0GkozQAUtJS0AFLSClxQAlFIaKACiiigD2j4b8eCoMd7iU/qK7aJs4HbrXEfDY58GQjg4uJh+ors4uoGOo61wVfjZ6NL4EWHYMhwOlYWot82M1sMNgIBNYN+25yawm9DpprUNGjzcyyegC/n/wDqrdY8VmaSmy3z3Zs1fYjGOlXFWREneTK9yf3Uh5+6ayB8zgVq3ZxBJjpj+orMgG5yfSvLx3xr0PWy/wDhv1LQ4FHajFI2MVxHcIvJp9NUU6gGB6UCkNCigYppAOaU0CgQhFApT0oHTpQAtIaWkPFAhBQaTOKTNAwbmq3KsRVioJRht3rQCZIpzXX/AA/hEVvfyd2mC/gFz/WuMQ11vgi7WO9ubVjjzQHX3I4P6Y/Ku7LZJV1c87NIt4d2O6NeL38Bs/EN9AR924fH0JyP0Ne015p47sDa65FeqPkuEwT/ALS8fyxXu4uN4X7HgYKdptdyjYnJK/jWsq4Ge9Ydk/7wGtkMRHnuK44ndPcjnJ79SO1SaOcaxaH/AKaioHYk56U/TDjWLQg/8tl/nWkfiRlP4Wel0UUV6R5YUUUUAFFFFABUcv8Aqn/3TUlIRkH6UAeZqMNiph905qNsrK3sTThyhFeaerEz9QfbEcd657TrH+1fENpZ4+WWZQ3+7nJ/QGtnV32xDBqz8ObP7T4jluyPltojg/7TcD9M1dNXkjOq7RbPVwAAABgCloorvPOPn/8AaClz4g0iHP3bR2x9X/8ArV47Xq/x9kDeNLFB1SwXP4u9eUUgE70UUUAB6UlBooAKKDSUALSZpaD1oAKKWg0AJ3paSloATvRR3pRQAhpaKBQB698Lpd/he4jP/LO7b9VU13kLDcPQV5t8KLjNjqttnlZY5APYgj+gr0eMg9cc9K4ay99noUH7iHzkhGNc7cnc+K3rljsPPUYrn5mCyM56ICxrmkr6HXB2uzStGHlqByAMVb6AVm6axa0TnmtFmOOK1Ziitd5+zSemP61RtxhAfXmrl5/x77f7zAVVXA4HQcV5ONd6h7OBVqXzJM0hYZxTaQEZrjO25MKXNN/OigAJpR0pvenUhi0UlFMQGlxTacKQAaQml6U0n1piAn2puRQabQAuaZKMxmnHim5oAro+DV6zvHsryG4j+9GwP1FZzfu5CPyqQNwKqnJxkmiKkVOLiz2a3mS4t0mjOVdQwPsayfFOmf2nosqKMzRfvY/qOo/EZqz4fQpoNkrdfKX+VaWOtfXR9+Cv1R8Y/wB3U93ozxq3fGK2kYNGrE9cVT12z/s7XbmFRiNm8xP908/41PbNuiUeledZxbTPWbUoqSHy4U9eak0hQ2sWfvKp/WoZsk8irWhp5ut2hxghwfyBNXBe8jGppFno9FFFemeWFFFFABRRRQAUUUUAec3yeXqFwg6CVh+tRk5U1b1hdusXWM8yZ/SqhH7vOO1edJas9ODvFGDq7Dyic9OK7b4c6f8AZfDzXbDD3UhbP+yOB/WuE1k7YyB1r13RbUWWi2VsBjy4EBHvjn9a2w61uYYl6JGhRRQeldZxnzD8ap/O+JFygORDBEnXp8uf6152TzXX/Emc3PxE12RjnZcmMf8AAQF/pXH0gE70UUUAFFJSigApKdikoAUUEUClNACYoPFLR1oASilpKAExSiikoAWgUlLmgDvvhTMV12/gHSS1Df8AfLj/ABNesx4b61458MXC+Ltu4DfayDB79D/SvZE+V8jpXHX+I7sM/dIrkYGeaxLm2kuLC/mTpAqM30LAVuXh+TPY+lWfDtit5oOuhgCZItg+oUn+eKxhG80joqS5abZh6VxABWgwHWqOkKTbqfUVel5GKZKK0/FuDjox/lVRenSrN4f3Kr6nd/SqueBXi4x3qs9vBr90hSaVBzTc1IgrlOsdnFJmlJpvOaAQ4U7NNH1FBGDyaAHZo7UlLQAfhS4IpMYpc0AIaac07NIfpTEMzSGnYphoGITSE0Gmk0ICG5GVDDqKYjbl61M3OQelUxmKUqaoR7D4buBc+H7J+4jCH6rx/StauS8BXIk0eWHvDMfyIz/jXW96+sw0+elGXkfGYmHJWlHzOJ8e2eDa3yjkExN/Mf1rn7Nspiu/8TWou9Bu0I5RPMX6rzXAWGPLB7Vz4iNp37nZh53p27E0xwvr/WtDwun/ABPYeOgY/oaz5xkZHStDw0xXXoAATkMD7DFKn8SCr8DPQaKKK9A80KKKKACiiigAooooA4TXI2TWLnBzuIb8wKogHYQM1pa8S2tTnB4CgfkKpBPlrgn8TPRpv3Uc3exebqNrC3R50U/QsK9m7V5ZHbCTxRpaMMqbhSQfbn+leqV0UFozmxD95C0UUVuc58heOJPM8X61JjBkvpj+TEVzNdF40bd4v1YDoLuX/wBDNc6aQCUUtFADaKKO9ADhRigUpoASl7UlLQAUUUtADTSUppBQA4UYpcUUAIRTTT+1MNAHT/Dwt/wm9gFz0kz9PLavdI13evvXhPw8Lf8ACeaYFJ5Lg/TY1e+Qrx15zXLX3OzD7Mhu4yYCfb0rc8G2xXQrp1HzzSOBnpwMCsyZcwkdcitjw1KbfQrsFcLA7sDnrxmoor3zSu/3dkchYRGK3Ve4HOPWppRkAgVLFFhF47Ch1xUM0jsZd82Gx6NgfgP/AK9Vg2an1TIuAPxqohIrwK/xs9+hpTRKOtTKOKhSpgfesja4ppBQaUCkAtLn60opKACgYo68UoFAB1pfrS4pKYriYppHNOpCaAGEU009unWmEUDG0w9KefpUbe9AEbHB5qCZfNHH3x0qWTkZqD+LPNUhM634d3X/ABMbi2J/1kQbHup/+vXpPevK/B3yeLrfb0kifP5f/Wr1Svo8ud6NuzPl80SWIv3SI541mheNxlXUqR7EV5jbRtHHsPRSR+VeoscDk150q7jIw+60jMPzrfELYywr3K8igjGOCa1fCkYXWycD/Vt/SqUsfyZNXfDgxrUJzjhh+lY09JI2q/AzuqKKK7zzgooooAKKKKACiiigDjNcw2rSnHcfyFUwBWhrcRj1OQno2GFUQK4Z/Ez0KT91FMK6axZTRlQyTpy3TBOD/OvSK87nUg5U4Ycg+h7V3GmXqahYRzqRuIw49GHUVtQe6MMStUy7RRRXQcx8e+MufF+sH/p9m/8AQzXPVteJJDLrl9I3WS4kc/ixNYxFIBppe1J3paAGHrSigigUAPXpSmkFLQAlFBooAKDRQaAGmlFHtQBQA6lpBS0AIelRkVIajNAHU/Dd0Tx7pu8gbvMVc/3ijAV72gwcD1r5fs7yXT763vYWKy28iyqR6qc19PxSLNFHMowsirIB6AjP9a5662Z1Yd7olIO3B6Usd41vY3luB/x8AKCOx6H9KQgspH5VCygqR0YHg1gnZ3OppNWY9VAWopRk9KlRwydtw6ikYZxQLYwNUG67IHZQKpqtaF4u69lOeATVBck57ZrwK2s2z36OkEiZBgU7v2oXp0FKc1gbAOaeBSKKkA9qQMTig0uG9KUqxFMQw04YNLsJXFPWPAoC404pp608x+hFGweopgRkU2pdi/3qbsH94UgIm6U0njgVMyDsR+dNMZPcUFEDHNRnFTtE3pUTxNjoaYFZ8j6VGB1qcwt34FROjqOBkVQmdN4HiD65HLnmOJwPxr0yvNfAqs2tHsEjYkHvnFejSSJDG0kjBUUZJPYV9Hlv8D5ny+Z/x/kUNbvRZ6e5B/eSAog9z3rkY0KxgegxU+o3zaldmXBEUfCKfT/GmrgrgVdSfNLQKUOSNnuQPyOKtaMpXVbcgfxdqrMuCa2PDkIa+dyP9WmR9TxSgryQVHaLOroooruPPCiiigAooooAKKKKAOf8RoN0D98EVh8it7xD0g/H+lYYAzXJV+I7aPwIgmXnJ6VNo2orpuoZkfbbTcP6KezU2UcVQmUEEHoaiLcXc0klJWZ6UCCARyKZNKsUMkrfdRSx/AZrnvBt89xpj2szZltH2ZPUoeV/qPwqx4wuJrbwfq80C7pFtJMDOO2CfwGTXandXPPkuV2Pk7W5RLqs7DoWJH481mmprw5uXbJ5NVxz3oEKBxmjFP28AcYFJx6igBhoAp+PakNABSUtJ26UAJ+dKBQOR0p4HHNMBuKaaeRSUgGilHWkooAeKM0gNGaAA1E3BqWmMM0AQyH5W+hr6l075tKsv+veP/0AV8tuOD9K+ntDOdA0v/r0h/8AQBWNbY6MPuzSXpmopF71MgycVDeSpBCXYgAVzWOtblGZjDIkw6Dhh7VcOM1Vk2yx5Hfg0+1l8yAZ6p8p/ChFS2KF4jLNMSD82cVnBdoArR8R39tplpbzSpITLvyVweF29v8AgVcRceOdNibCQXEjdMYC/wBa8utgqzl7kbo9KhjaKiuaVmjqxjI6n6CnAYP3TXn03xImORb6dEpHTzZST+grIuPiJ4glcrH9lg/3Ycn9SamOV13urfMqWZ4dbO/yPXlB4AAFSbW9B+VeET+LPEs5O/V7hQe0ZCj9BVCTWdXlOJNVvG+s7f410RyifWSOeWb0+kWfQbuIhukdIx6sQP51nXHiDRrTm41a0T/tspP6V4BNJNOT508jn/bcn+dR+VwOenp3raOTx+1Iwlm7+zE9wm8feGISc6nvx2SNz/SqbfE3w4oYobuTaMnEOP5mvGyiqee9LHD8kxC4/dnv7itVlVFbtmLzWs9kj1h/i1oa/csb1vwQf1qE/F3TP4dMuj9XUV5EVPOKNh2+hzWiy2h2/Ej+0q3c9aPxe03/AKBNz/39X/CpE+LekMfn067X6FT/AFryHYo680BGY4AOKP7Nw/b8Rf2nX7nsyfFPQHA3wXkf1jU/yNXIviB4ZnIzeNH/ANdIWH9DXiQtyD8xC/WpxCoA2kse/FQ8rova6NY5tWW9j3BfF/ht/u6vbj6sRTv+Ek0F/u6vbH/trXiaQArwp/GpxHjGBlvQCo/sin/MzT+2an8qPYT4h0P/AKClufpJmqzeJNEZ9q3yk57bv8K81jOCqtgHoW7mp0/1xC8beF9zTWUUl9pkvOKr2ij3z4f/AOnahJd2sySQQZSQhs4yOB/Wt7xNqDPcLYxH5UAaTHc9gfpXGfBi7Fraa80p/dqsM36OD/IVrTT73nupuGkYufqe1b+yVCn7OLOZVHiKvtJLYtRALGoHNTZ+Wo4VBhUg84pwDZIbp2qLGtxjkYHr1roPDA+W5Puo/nXOOw5HfNdD4WyY7hvdf61rS+Iyr/AdHRRRXWcIUUUUAFFFFABRRRQBgeIT81uPYn+VYi9K3PEYP+jt2+YfyrCU8VyVfiO2j8Asg+XNZPnpLNJFkFlPI/WtK5OISfauOQXMetSzIcw7AZASAVOcAgHkg57dKmxvFdzr/DV19k8RLGfu3aFP+BLyP613rKHQqwBUjBB5BrzTT5Vi1vTpWOAJ1Gfrkf1r02uii7xOLEK0z5b8faRaQ+JdUNvAsKi6kVUjG1Rg9ABwK4Z08tumfxr1X4lw+T4o1FCMBpi4x7hTn9a84nhVwWUjg4INb2TOdsy3uJF48oY+tNFyp4ZMGrEsYIXIzUDxjbk4yRSsK4faovUikNzCTnfx9KgeEA5HIqAxY5zSsO5oedGekqUoZD/Gn51mKOakMY28jHpTsFzQ3IByy/nR5sQ43jpmqCruBBP0qeJVEqbj1yOT6jFFguS/aImBIfgd6b9ph/560jIIWXdGu0r/AAn9aqTxhTuZxzziiwXLf2iEniUfnTt4PRgazAqnoTU0durHoTSsFzQGepApc89Kiisgem/j0NXYtPyRlnx9afKFyvn/ADims2e9aP8AZoyQGYfjmmrpjOflf8xRysLmZIcAn1FfS3hmcXHhXR5lIIayi5HqFA/pXzjc2UiD52Ue1fQXgsmHwbpVvJ/rIIFjceh6j9DWFbRHRh9WzpkPJArJ11TLbPGHKlgQOM8/StASEOPSl+1RWF7HfTsBBGCXJHbBrnWuh2rTVGBpX2yKBYL+Jo5tobDcbh0B/Gr9qwBlQdQwP5j/AOtWUfGEPijVjNDB5SxqUBzywz3qeOWRNSUshEcg2knjntSdr6Dak1dqzKfxAjI0bTHxnKzH6/OleMXilGGPXgive/iLa/8AFG6ZMF5QsP8AvoA/0rw27ZdzrKpxxiu+Hwo8ub95mRIvy7iT7YFM5B3HDDHOasSKMccDkg1Cx2qFxyec5qiSqxJboR7ZqInJ64qzKCRu6H2quVJ7/nQAHcxHIzSnzAM4wc9qhCPuIzUpBUFdxJPrQA9n3DJOSOtSQqWlCAna4YdPY1VDNExzz61IJXVBLGMlTnmgB0VmcYO0uV3DBzj/AOvVVoTvYAlsHkmr9wYnWKSJQvyltw69eBVCa6eUBUAUDrjqaAG/Kv3uvoKkUs33flHt1qJd2OFA9+9WYo2OMnrSAckI6nNW4oSWUL0qaG0fbnJx296vwWrAgjBPoeKYFIRtnBJ2571MIGC5IAPrV9rdi2OvNJFCysXI6c/SmkIosjFVO459MU+EbJFyehHNTSxnlh82T37CoeHfv16YoY0eoeAbtreHUIcNi5gRcgcDa+Tn8DWxrdxM0CWtpG0s8jYVEGSecnj6Csfwoht7GJ3BG8bufSm3fiy40HxhbNbQRTlx5REnYMQDg9j71w1JKUz06FNxhdLU76yBFohzk4pWc8miItFbKGOWxmot+9lGMDvWZXUYQQxPrXU+FkItJn7FwPyH/wBeuWdwJlQHPUn6V2fh6FodJjLjBkJf8D0rWiveOfEaRsa1FFFdRxhRRRQAUUUUAFFFFAGZrFk15a5j5kjyQPX2rk9+Aex9K76uZ17TAha7hGFJ/eAdj61jVhf3kdFCpb3WYkv72B07+9eL6hLdWPjm48+aRiblQpbPK9cfTpXs0bbCc1xPjnQoZnj1aND5sWEYqeoP9RWCO2L6GrctM1srQqS6YZW9COQc16xpl4uoaXbXa/8ALaMMR6HHI/PNeReHrlr7SUE4dVVvLEhGAxAzj8q7rwXexRRzaW8o8xXMkSk9VPXH0P8AOtaWjMMTG6uuh538XLYp4kL4wJYlf68Y/pXklwQZmA4AJOa9t+MaH+0rRhgZt+vf7x/+tXiM5Dzn9frXWjz2QvGCOGHTvVaVOA2OTUzNgHPGen/16JlLKuWXIXp7UxFSRCFGR3qMRg54I9zV/YjAZznPWmNDkFugJxmlYCgIxvzjAPajywXJ7D1q0Ih0Bzj0prrsU7h7UWAoSKQ3BH5Uu8PHt6MO+aklA27arqMODjg0gLMtwzpu2E4UKzAfdOTxVQIcZbnPrUjKJJ0weO+KlIGPegBkaA44rUtbUPtOOTxVaBDuAYVtwIvlgjAxxnrTSAfFag4BXA7Vehttg3buAKgg+V/mBIrSBVEJf7oGenJpgVvLCDJXPoRR5G5TsX5CKnkbzwGAwCemeTT2HlxqOSuelAFCz083+sW1swwpfLbugUcmvVBfroVmbmc5gUfOB3Ht71yPhGXTIL65u726ihdQFQO2Pl79eta9/bnxPeW6RPjS0kDEj/ltz0Ht71yVneWp6OFilBncLIk0cc8Dh4nUOpB4ZSMg1PMIryzkglTcrKVZT3FVUIChEAUKuF9PpUT3XlMAGx2rBmq3POjbXHhvxA0MMZMMTDaxPVTz+Jru1li1CzEqygPjpnGDUssEN2pknts/7RXvVKDSXknMVj57biD5cQ9OnPahdjZyi1c6Xx0gvfh9HMqFSvlOFIxjIwa+ctRc/aufu8fjxX0jrthqEXw9vor64aaUBXGTuKDI4J7182aodt2VIwuc813x2PHno3YrF1ZcFRwPWoZl2wjnrz70fNklcHPUmnvHmNQVB4PfoaogrvFlflznNRhWUtu5/lV8bwq8cGgxAqCRliehp2AzQMEPx170vzl9xGRirfkkE5UKD0qG4AhQ4JyegpWAoy8jdgAVAspHydvSp5n6gDr1OKrHhs9/6UgLERj86FbiR0gGcmMAsB9PrUYj+TJ5Y8/SmMwkdBjvVk5DlMD5qAGxoSK2rG14BIzk/pWbboA4IJzXQWjr5RQ9B+RNAFmJEDEZzj2q/FAgG7ZnAqpACriRTgVpKwSMMMHIPAPGaoCvLE0S5C4yOhpBEJUEjHGOMVI0jTKTLknPAA6U4lSnGc5AzigCjPFsVhnOelULGF7vUoreIBmlkCgCtK9bcu7Bz796yLeaex1KK5tWKSxtvDDnFKV7aFRtfU9tS3+xWccYAdm2xxqwA5PAFc/o3hyaXx1qFxqPI0+covy4DN2P0xz+IpdBN14sh82/824NvyyRp8g9CQK6uJZIQ+6KXLEbmkU88Y5NcEo2drHqxqJq8WXLq6AhZwoKqOPr2qC3zDb7pXMkp5OT1NQSNJdzwwQoWbdnCjqa19M8O3WoSl5/Mt4U4yy4Zj7A1MYuWxnKaitSXQtM/tC5LSf6hMGQj+I9l+ldyoCgAAADoBVeys4bC1SCAEIvr1J9TVmuuEOVHDUm5u4tFFFWQFFFFABRRRQAUUUUAFNZQylWAIIwQe9OooA4bW9PbTZS65+zSfcP90+hrO/s/ULyJSthNIh5B24B/OvSGUMMMAR7ilxWTpK5vHESijyybwneXkiL/ZbqwPDMQoH45rtPDvhyDRLdmOJLmQYeT0H90Z7fzrfpaqMFEmpXlNWZ5l8X7DzdNs7pR8yl0P0xkD9DXz3Ov789iT1FfVfjrTxqHha4wCXgIlXHtwf0Jr5f1BALiTOOv5VqjBmdtII4GCakKl8AjLY9KsLGHI24HSrcdiHA+bn371QjOWIsPu9P1pxgk4wPlFb0GnhThxj5alFsqnAHy9+KAOVlV0H3QfoKo3LFsAjFdRe2YCvtAPPArnrm3BckH6k0CM+QA4PX1qBuUYgfSrToBzn6VXblTk0hhaj9/k9NpqdsLK3p0rc8J6Cda1KW0Bwy2FzODjukeR+tYzDODjINJAyaAEEc1sW6Dyuc888VkQLj6Dmti35Veo4xiqQF6CNnO0A4HUiruzKANuzjhjVSJ5I+VI6AHHapxKzSEN85HtQAqRnaAVGeOaeIi+VXnHYihmJkQ7eQcYFSI2YTtBzn5vagDJv4AULBBgcEDtVzQPEuoaUiW6BZoQcqr8bfYGnXCqobJB/XNUo4h5yjoCcH3FTKKe5cZOLuj23w9aXniTRpbu3CxMj+WUkP3uATg/jXT2XhCJrb/iYOzTEgjyzjaPTPeq/w0jC+FN4H+snZv0Uf0rsutZeyimautNoht7WG1gWGGNUjXooFSKirnaoGfQYp9FWZFHV7ZbvR7y3YZEkLj9K+TNftWg1CRSOAc/hX2CeRXzF8SNMOm+LLyDbgBty4/unkU0JnDNFkggY5yPepFizgdvUVPGhYKCvA9K1IIV8sFo+Me1WIzYLR36c5GRxVgaW749R0BretoYlKlOeMAHipzb854+UDjHUUCOOubF0U4BUjsKx7oFDtyT3zXc3sCuXG3aWHUVy15AMncvA7DvRYDEc5AHvUHIDZIGauSkKCCoqqRjc2OnWpGMhUmaM46MB+tW5AdwOPmHBqTT7czXNpGoy0kyL+bVoeI9LfRvEOpac/3ra5ePPqATg/lihAyjCQTnoeprfscLGM4BPY9sVg25UsM963LIMY1Xgntx0poDVtoRI4BYKvbNXygiG35SCDlR3rORMjK7gQOtWFRw3y8LjOSaYiTyxGuN3B6D8aesIZmBwAB1pjsSQu4lhjnH+eKnVJNrqwAPBBA60DKVym5XUEkj7p9ayREfMG7j+971tXLBM/Lzjv0zWeoDupHI3Chge2/B61WKy1CXOSREOnTgn/AAr08gGuE+FUbDw1NKeA82B+Cj/Gu8rMorR2FpFOZ47aJZm6uqAE1ZoooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCKeIT20sLdJEKn8RivlLXrA2mrXERAyshBB+tfWVfOfxL0trPxfeNj5JG3r+PNVETOPt7ZGCjv0rRW2+UALwePSq1s2FAxt7g4rQhmUfKQBx1/wqiSSFBkDdjnualK7lbZ0PvVYSDgJwelSefsiChe3XP60AVbiNTkgjJFc9e2+0kE4FdEylgy8ZHcVn3UW5hkA460xHJXCYbb1qLytwRcHJOTV67hCzHHQn1qOFN8gbHAPSkxnq3wL01LnxZeyuuUi05kP/AANwP5A15lrGntpupXlkww1vO8RH+6xH9K9x+AlltTXLwjqYYR+AZj/6EK8/+K2miw+IWsBRhZmS4X/gajP65qVuN7HCQMA4GDW3aFejYweMntWKgCydDkda1rdTs+vXmqQjUiKqu1gC46+nsakaYAHAx+FVYkJX2xxU8nyYzkkD86YD8jzNwA59uhq7G2T82OfbrVIHC5IPPNWIpA5Ve3oe1ICGZPMLnG3jGahij2lSCcg55HtV25kLJyMEcZqpa7mukVs/MaBn0Z8PkCeCbAgAbg7cf7xrqaxfCUAt/CmmxKMAQg/nz/WtqsygooooAK8S+NdgqatZ3eD++h2591P/ANcV7bXnfxd04XfhqC6xlrebH4MP/rCmhM8KtY8r935c8k961ooFcDGeD29KyoQUb1579xV5LkxbcnA6YqyS9E20gEcZ6n2qyrLMpY5AOR+FZplboeQfSnmZhCSrkKPWgAncFMBfrWDqFsAcquc/rW2uHyeQp/GqV3GoQngKD3pgcZeLtkK9CDzVcoBHt9TWpqSgysw65qkg3McntgZqWCOg8F2H27xlodpjIe9Qn6Dmul+NOmCy+IN66rhbuKO4H1xtP6rTfhLZC6+I+lZGfKEkx9sLxXY/H2x23mi6ht4eOW3J9CMMP5mpW5XQ8IjLLIADW7YyFW3DqO3rWOUKyADBH9a2LNCI+c+5q0Sa0M6qMRghSd2W6g1KZWPOcg9Oagii24LZywyMU+ZhGgQHPHbtQBKCzbSPvLweauRNtUHntgZ6fhVJCxUYILdTxUsUjbgj9RwaAHzwvku+Np6fSqaIu4INoOePartyx2HnK54qpbwOLhGPALZJNAz6C+GsTReDoSy4LyyH8AcD+VdjWD4OQJ4T08DvGT+bGt6sygooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigA7V4/8AGGx23drdBeJE2lvcf5Fewdq4X4p2Bu/C4lXrDJn8D/8AqprcTPAg+xsY6GrDDlWB6etRbTvwwxg9qtomRxgHpjtVkioAyksOexpJA6xBeoJ5xUiRuq/M2e//ANallcMoIIHoKYDY1JjU4wTVC+YrDxwRzWqWxEQMZ65z3qheQ71yo+9QBy86mR+uO9MhQhhz+fY1duLYqW+UgjvVNQTMiAZYkZpMR9G/BO2Efg25uO899IfwVVX+hrkPjvp/l+ItLv1XH2i2aEn1KtnH5NXoXwki8v4cacxx+8eZ/wDyI3+FY3xysFuPCdndkc212AT6BwR/MCoW5b2PnWMEygsCMHB4rYt0PA25B9DVKTeG6ZB71pWiiNPN+YjHFaEFhmUAP0wAORSPGSwLcr+dTkLPGAq4I6rn+VNWEAhc49s0DHQDJY9u2adGpE54wAeBTYziRlUHjpT0+9vb/wDVSAldN8Zz2PWmRnbMu04wM8DvVgriNWx17VGoxLwxOBnHrQM+l9BXb4f00f8ATrH/AOgitGs3QYXt/D+nQyEl0tow2fXaK0qzKCiiigArA8ZWX2/wjqMIGWERdR7jmt+opohNBJE33XUqfoRigD5NlDBiR93vU6gvGobg447Zq3rVibLV7i3bjbIyY/GoolyduM5FaEj4TtDfMPcUskGI+DtOc09Yo0OQeSTnBpsjnaVcZYd6Yh8MJERyeF5NUNQyI3TBPf2rR3bVWPkDGPY1VuYwybW++Pl+ooA5CdcuAwzmq2EXkZGDnI/lW5eWnlyEZyPpWJPEyssajrk9aTBHq/wJthN41uJgOLewJHtuYCu++N9ibjwPHdKu5rS7Rz/utlT/ADFcn8AbUprGtylfuW0MefqSf6V6j8QrE6h4A1qBVy32ZpF9ivzf0qOpXQ+SzbkuXDAr94A1q2WHcANhieapNH5oDA4O7aRWpYoUiJ+XeOMEVZJcfesOWXJAxUZ2OFbJyB0NWI33oscre4Y9aTCLIqnqTyT3pgLB95mOOewp+ALkkkZzUa5MxGRggdO1SIdrEn73XHrQBOwBUg+o47moo1zKhwvTHJqyR+6X+9TAQZVwvHT8aQz6I8IMr+EtLK9PIUfj3rcrN0KyGnaDYWeMeVAike+Of1rSrMoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKyfEtp9u8OX8GMkxEj6jn+la1MdQ6Mp6MCKAPlK4JS4f5T8pwas274QMOrdql8QWYtdauY8/8tCuPQg1RRZGYEDOO9aEF/wCYkcEg9D6UjQ/vBgHrmpApID4x7g1YRfkb5eR056mgCixKvuUDrUTHADMAMc4HerTD73oR0qq0RY8A46cGmBn3kWeQME1l2ik3m4jJz6VvXEW6MbjyOKyoodlywHYZBFJgfTfw6h8j4e6Gnraq/wCLZb+tRfEuz+2/DzWECgtHD5y59UIb+hq34DG3wHoQz/y5Rf8AoNausWwvdEv7UjPnW8kf5qRWZZ8jCPase1soATz71dtdrKUJxjjFVEQmKMkEMPkYeh9atxkbRkfMDwTWpmWVVsKykZAwcdKQg+YCDjI4qWFOSwznkUjqoG0EkjjpQAxcj5t2fUelSoUMgB6Yxx0qp8+1uD9BT0OHGRnPQUDNJXRiVIPT8Kt6NYfb9bsrVQcSzovHoWGf0zVMEFevyHj6V1Hw5t/tPjKxBOVjDzY/3V4/Uik9hnvQGBgdKWiisygooooAKKKKAPnr4nWX2LxjdY+VJsSDjqSM1ytvNsiJb7x6GvTPjDZAX9rc7eWh4J9Qef6V5bGEkkADYzzxVrYlmnjIU7iM8jvmpjCX6dsZpkCDy9u4nHT3q5Cu1TluNvQUxFGWJi5AOGHTnnFV3cIMkndyRntVxgA3XPOMmoDbs5PH6cGgDMu13QByeTXPTR4uSRnA4rrJo1XcpGccisS4t83MZUYBPJoYz2H4DxgDX37+ZEufYKf8a9dvoBdWFzbnpLEyfmCK8m+BPyrryY6Sxn9DXsVZso+NfLWJFjcfNGzLkdyOOavWbGI8jKHHSpvEFp9j8Ratak48u9mCe3zHI/Wq8T7YyBnBOemK1ILyKr4QZDDJFIygkN1HSpLceZ0HI9qHG7Kqg2jvigCFSiqWHBXvUsc48xeMgetVhEWDEEHHFPVWWReOe9AGnG7gZIATHPvWn4eshqWvWNu2CJZ0Uj2zn+Wayo2DAH+Lp9a7H4ZWTXPi+3lMfyQRvIx9DjA/nSew0e5UUUVmUFFFFABRRRQAUUUUAFFFFABRXxB/wnfjD/oa9c/8GM3/AMVR/wAJ34w/6GvXP/BjN/8AFUAfb9FfEH/Cd+MP+hr1z/wYzf8AxVH/AAnfjD/oa9c/8GM3/wAVQB9v0V8Qf8J34w/6GvXP/BjN/wDFUf8ACd+MP+hr1z/wYzf/ABVAH2/RXxB/wnfjD/oa9c/8GM3/AMVR/wAJ34w/6GvXP/BjN/8AFUAfb9FfEH/Cd+MP+hr1z/wYzf8AxVH/AAnfjD/oa9c/8GM3/wAVQB9v0V8Qf8J34w/6GvXP/BjN/wDFUf8ACd+MP+hr1z/wYzf/ABVAHrvxOsfsfiu828CQiYY/2hn+ea5G1IVjgnPvXBXniLW9QlEt7rGoXMgG0PNcu5x6ZJquNSvgci9uc/8AXVv8apPQTR6vEzEYxx6+1Wu2Cc7uma8gGrakowNQux9Jm/xp39s6pnP9pXmf+u7f40+YVj1dlyoIU5HfNNlZYsAKMnvXlP8AbGpkY/tG7x/13b/GkbVtSb72oXZ+szf40cwWPSplLFscg9KrNDsy/QlcV57/AGpqH/P9df8Af5v8a9AsSzaPaSuSzGFCWJySSopXuM+kfAbK/gPQ2Xp9jjH5CujPIrl/h0c/D7RP+vYD9TXUVIz5I1G3NvqV5D90w3MsRX1AcgVDCysAuMHODW141hNv411yFAAPtjtj68j+dY9smXGfvZ7VoQaUA2ocLyexpF2YKEZbucdqYoHmZ3EAD9aftyRkYbvTAhPyBlJzk5ANKf8AW8LnipHjErqVwGA65pFBBGBgsO46UASQZJAz9RivSvhHa7tX1C42ArFAqBsd2b/7GvM1Rl4Kklupr2j4SWpj8PXd0wIaa42jPcKB/UmpkNHoVFFFQUFFFFABRRRQBwHxXshP4ZiugCWgmA/Bhg/qBXhEQ8uUAKOp/KvprxfaC98J6nDgEiEyDPqvzf0r5umQpcNtQYY4PNXETLkA3Y5OD696vr91SBkn0qlFIFC7RkKBgYqVpWCbRzz1HvTJHPwpDNxk4461DPLsiQI3GOQKZKzGQccHnkUiriM7myaAK8mGAbOD0qm6JgnIfBOPrVstv6DH0HWoZECK+OMUmM9L+Bj4utdi942H617NXinwOOdU1nJ5MacflXtdQUfMHxAtxb+O9eVgObnzBntuVTXNwO2SnOM5612PxUjA+IuogYG5Im4/3R/n8K5O2i2tyDgdTWi2JZpwyKBsLDJ56dKQMUYrj5PX1/8ArUwEFi+3IHH4U/hCFbOOTnHWmIhkHlvtX+Pn2p6gySEgkBR6VIdrsqvkDGOKQoUwGPHfnrQA6AhSeOF7ivVfhDaZuNTvewRIh+JJP8hXlgiKhdp+X6V7f8LLT7N4TaQ8ma4ds+wwB/I1MikdzRRRUDCiiigAooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr0u0wNBsvT7PGcH/dFeaV6Nan/AIkVscni0Q/+OimhM+kfh2SfAGjZGCIMfqa6g9KwPBEZi8FaQhOSLda36Qz5q+IChviLrGDn94pOP90D/CsGJNpwRgZOfaul8cwAePtWdSOZTn8hWJ5WfvKRg9elaLYgQptAIACnr7U/YsqMwI8wcfWnKhHdQvoafkkhgAQeOlMCEJ8ygnnGaeVMgyTgY7VNIg8shTkk/K3pzSRLvBw2T3OKABEBQe3U1714BgEHgzTyOsgaQ/ix/pivCUBQnOCR0z3FfQ3hqH7P4a0yLGMWycfUZqZDRrUUUVBQUUUUAFFFFAEF3Es1pPCwyrxspHsRivmG4j3DdznBxxjocHPvxX1LXzd4lgez17ULNdv7u4ZgAeRkn/DP41URMzIJnLKCNyjirseGRizAEjioIYsqroQOMkj1qSOTOMgkjviqEVbxmD/L8uemB0z61EjSKF4yDxk1bn2qpZlyc857VSPXAwAB93FAhWYbiV9vwqO4YBCD36Uitz75496bP8xXoR0JPakxno3wNVhqesH+Dy1H45r2uvHvgbGCmrzDuVA+m569hqGUfOPxRDN8TbtNuMwpz6naCD/SuWUbH3HPDH8a634sSIvxLcMMDyl3H/gC4rmHYBgFBPsR/WtFsSyXaHUMMlh1HrU6oTG0bpjPQio0VNu4g7unXAzUhUhQWwDnkUxDdgXBx8oHPPTmjapU8AmrLIZY2CgAHBZc/wAqbCheM7U56Y9aAGpgsF4x2Fe++AoxH4I0sYwWjLH8WJrwO3hBkMQUjtmvpTSbVbLSLK1QYWKBEx9AKiRSLtFFFSMKKKKACiiigAooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvRbVf+KetNxzmGNePQgUUU0Jn1D4UXHhTSh/07J/KtmiikM+ePG43eM9WHT9+eg9hWExztB5BGeaKK1WxAEkKAOAKnwHjGCRnt2oooAkUsF4xtYHg+2aiVti8Dg5NFFADSN+3HAPA9s19MWUYisreIdEjVR+AFFFTIpFiiiioGFFFFABRRRQAV4R8RLZrfx9c8R+XcxKTgYbJTv8Ain60UU47iZzUMZhEiZyGqR3EcWUBBOc0UVoSUpmZ0J45GOarLkxqM8gE5oooAFCg4IJzUeAXzjOTgA9BRRUjPWfgdHjTNTfP8ca/ozf+zV6zRRUFHzp8W2L/ABInGB8ttGOfcf8A1q5e3JkXDknFFFaLYll1EBj4J4GefWp+NmGyecUUUxDVkDNyDkZ5zSKw2gnOQQeKKKALulQ/a9bhhLYzcIhPqNwr6UHSiiokUhaKKKkYUUUUAFFFFABRRRQAUUUUAf/Z", "path": "001222.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001223
Men Tshirts
{ "bytes": "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", "path": "001223.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001224
Men Tshirts
{ "bytes": "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", "path": "001224.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001225
Men Tshirts
{ "bytes": "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", "path": "001225.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001226
Men Tshirts
{ "bytes": "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", "path": "001226.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001227
Men Tshirts
{ "bytes": "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", "path": "001227.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001228
Men Tshirts
{ "bytes": "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", "path": "001228.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001229
Men Tshirts
{ "bytes": "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", "path": "001229.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001230
Men Tshirts
{ "bytes": "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", "path": "001230.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001231
Men Tshirts
{ "bytes": "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", "path": "001231.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001232
Men Tshirts
{ "bytes": "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", "path": "001232.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001233
Men Tshirts
{ "bytes": "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", "path": "001233.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001234
Men Tshirts
{ "bytes": "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", "path": "001234.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001235
Men Tshirts
{ "bytes": "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", "path": "001235.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001236
Men Tshirts
{ "bytes": "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", "path": "001236.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001237
Men Tshirts
{ "bytes": "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", "path": "001237.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001238
Men Tshirts
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAIAAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDvyee35UZ+n5UHrSV7BwC5+n5UZ+n5UlFAC5+n5UZ+n5UlFAC5+n5UZ+n5UlFAC5+n5UZ+n5UlFAC5+n5UZ+n5UlFAC5+n5UZ+n5UlFAC5+n5UZ+n5UlFAC5+n5UZ+n5UlFAC5+n5UZ+n5UlFAC5+n5UZ+n5UlFAC5+n5UZ+n5UgpcUAGfp+VGfp+VGKSgLC5+n5UZ+n5UlLigdg5/yKOf8ilooCwnP+RRz/kUtFAWE5/yKOf8ilooCwnP+RRz/kUtFAWEyf8AIoz9PyoNJQFhc/T8qM/T8qMUYoFYM/T8qM/T8qKSgBc/T8qM/T8qSigBc/T8qM/T8qSigBc/T8qM/T8qSigBc/T8qM/T8qSigBc/T8qM/T8qSigBc/T8qM/T8qSigBc/T8qM/T8qSigBc/T8qM/T8qSigBc/T8qM/T8qSigBc/T8qM/T8qSigBc/T8qiuD/olx0/1T9v9k1JUdx/x6XH/XJ//QTQBKetJSnrSUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUuKMUAJS0UuKQ7CUUuKKEMTvS4rK1DxLo+mSeXd6hDG39wv0pkHirQrgZXVLUZ6DdWarQvZs09lLdGxjmlqnFqun3HEV7C/8AuvmrQK4yCnPcGq9pHuTyS7CniilGD05+hoxg9/xpp3DlYlFLRVbCsJRS0UrhYSilxRimAhxRxSkUmKAEopaKQmhKWiigVhKSlooCwlFLSUxBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFR3H/Hpcf9cn/9BNSVHcf8elx/1yf/ANBNAEp60lKetJQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUYpRQAlLS0mKLjQoooooHYKOaMUpGOvFIdhKp6reJp2mS3MjBQqnBPc9qukcfrXl3xA8RxXkw063mzAn3yO5rnxFZU4G1Cl7SSPPdUvpLzUJrh23yM/B9qif/V5zjNE7KGIjUAVUYOepNeG5ym73PXso+6KZjGcLI4+jGprW7vPN3pcSgDp85qk6M3Qc1atXYKBwR3xVucktyeVN7G5B4j12H/U6pcJjsCKvw+OfEkTc6hNJj++RiubLcnGaCWI4PNZ+2qJ7l+yg0er+EfHV9rGoxWN7HDlwcMgwa9CI5ArwDwvcG21y2lLEbWGO1e+xnzI0YHkjdXrYKq5p3Z52KpqDVhaWjqAfWjFdt9TlsFFGKMVQrBSUtLRcLDKWlooASkp1FArDaKUjmkxQKwU2nYooEJRS0mKYCUUYoxQSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFR3H/Hpcf8AXJ//AEE1JUdx/wAelx/1yf8A9BNAEp60lKetJQAUUUUAFFFFABRRRQAUUUUAFFFLQAlFLRQAUooopFWCiiloHYAKMUYHWnBSx4GfYUm0UkNqK4u4LRC08gRQM81U13V4dAthLd5DSDKJ615l4o12fULqKQNiNkzj8a4sTio046HRRoOT1Om1vxvam2ntrcsrEYEi15Pcu8krnLfMc896nmlJYktxmqkzqW+YgDtmvGlWnVd2enGnGnsQFTkk8VA4PUGrCl5X2Ro7n0QZFXrfw5q97zHYy4PTiqhCb0sKVSPUxwxAJ61LBGQm5eneuhj8Ca46kmzaoZPCuu2iFnsJCB6CtXSnbYUakL7mOW5ytSJhj7kUk8UkD4uIXiPcFaiMm05HT1rGUJLdGiqRZcjZ45I3U4KnNe5eENZj1XRosN+9QbTXhCOJFyDg10HhjXJNGv0Ic+Wx5rWhXdKRFamqkbHvGMcUVS03VINSthLC4JGM/Wr3QY9817sJqS5keQ4OLsxKKWiqCwlGKWigVhtFLiimFhKKWjFArDaKWigVhKSnUlMTQlFLRQKw2ilooFYQ0lONJTExKKKKBBRRRQAUUUUAFFFFABRRRQAVHcf8elx/1yf/ANBNSVHcf8elx/1yf/0E0ASnrSUp60lABRRRQAUUUUAFFFFABRRRQMXFFFFABS4pBzS98d6TGkBoq1BYXM5+WMgeuK1Lfw+OGmfj0FZSqxiWoNmEqlmwoJ+lXbfS7mfnbtHvXSQWdtAMRxj6mlknCcLiueWIb2NFC25kxaCoIM0nHtVxIbW2wEQMR3NEsrEZqJM7geADWMpyl1LUUjyv4yh2nsJBjBVlU9hxXm+r8RWnzYLQ8D1Oa9e+KOiPq+nWBSTy1SQhs1zNjotrbxQboRPJCuA0n1rjnRbep106iUbHG6X4T1bWWVoofKjwMs/vXZ6X8LLWJxJqNwZj/dGMV0lrO4UARso7BRxWtb72GTgV0UqUFujOdWV9GU7Lw5pOnoFt7KMY7kZNaaxIgwiqv0FSrHxyaUQnsRXdGcNjnbb3I8fSjZkYOCPQipDEwHY00o/92q54CsZ17oemaiCl1axPnvtwa4DxB8LFZXn0l8P18t+hr1Hy3A5AqNn2dccdM1nKFOSNIzaPmTUbC90m5MN1A8Tjggjr9KIZ8ge3bvXv2vadpOtW5t76HOeBLj5ga8c8ReEbzw5c7kzPZucJIoyV+tedWw63R10650XgrW3020luJ8+UzAAZ6V6vZ6hb6jAJoHDAjoO1eA3kzQ21rZRMV+Xe3uTW/wCF/E0+jXShmJib7ymlRxLp+6yp0ef3j2fjAPXNLirsdmbzTIb+2UgSICU+veqZXY2w8EcYNerCsprQ4HCzExRig8HBorYgSil4oNAWEoooouKwlGKKKBWDFJilpKYmgxSYpaKBWExSUtJQSwoxRRTFYTFJS0GmSJRRRQAUUUUAFFFFABRRRQAVHcf8elx/1yf/ANBNSVHcf8elx/1yf/0E0ASnrSUp60lABRRRQAUUUUAFFFLQACiiigYUoGRn0pOnWrunWRvZwOQg6mplJRV2VFXEtLCa7YYXavrXQWulW1qBuAZ/erKhLeIIigY4qJpnz7VwTqSk9DpjBE+/ado24pu859qgMpppkOODWRWnQlkl2g4NVGcs2TQxJPJptPfcE+4pOQRTclXGemKcKbLkJn0pCZmeIrNrnRZOMtG4YVydlakvhk4r0J8TRumPlkXn61ya27Q6g0BGOCaYiaCKONQCmKthI8cEVGq8DFSBB6UwJPLXbxRsx0NRkY4zU1pE01wEJ470rAMw1GGq7d2wgh3qc845rPWVs4IFFgHlXIqvLE1T+Y3oKQsT2FOwLzMS8tHcnGK5q7iuISY3BkiJ+6RkCu5kVuoUVlakNyLFgZY5o1GnY8g1zw/cGeS7tiNw/wCWYqr4asn1TxBbafsYOZBvXHbPNeg6jasjEBflzg4ra8A+HY4ryXWZIQJAdsZI6+9c86KbubxrtKx6VZKttbxwJxHGoXHsBin3FhBeIfkCsehFVg+5uvXrVmKb5sZ6VsvdWhk3dnPXNnLauVdCU7Gq+B1HSuyZI5kKuoIPrWHf6Q8X7yAbl/u10QrdGTymTiinHhsEbW/umkxXUmrEtCUUtFAhuKMUtFMVhKSnUlAmhKKKKYhKSnUlAmIaSlNFBIlIaWimS0JSU6kpkiUUUUAFFFFABRRRQAVHcf8AHpcf9cn/APQTUlR3H/Hpcf8AXJ//AEE0ASnrSUp60lABRRRQAUUUUAFLSUtABRilFHWgYoXe6qK6HTJViRrfAyOprM0+AM7SnoBToZSl91+9XFWk3obwRtzsQVOeKAwZeDUUsisq/SliIArnWhs9BxzTDTywNMp2ENooNFAABzSsuVx60DrTuoqQGRHKsh4ZelZGpx41GOVR95cVrSqylWHbrVO6w13bE/dZ9v6U0IpbMYx0xUgXirc9q0D4HTtUbJwPamBBtHenR3AsklnH3iMLnpT/APgNVphJg7Nwz/dP9KALP24Xtkm4rvzyBUDRDIIFMtlk435OO5PNXNo4pgV/L46UhXjpVkqaidTxSArkY6jrWVcoZbw45CjFa82EjJ9BmqMELScpy0lO4GdBpzXl2IiMqeD/AFrr4IY7SBYYxhIhhcd6LOyWzi6ZdvvVJ99gB91aTYDkGRk05SQ3FAIAxQBzmpGW45vU1YWUN1rPFSq2O9AXH3emwXgJA2v6iueubSW1fDqdvZhXTRyDA5waklSOdNsgDLirhUcWNo4/FIOa1L3SXiJkhO9T29KzDySpGCOtdUJ8xNhMUmKWitRWExSYp1JTCwhFJilNFBNhMUYpaSgTQhFJinGkpk2G4opaQ0yWgpMUtFBLQmKSloNMkSiiigAooooAKjuP+PS4/wCuT/8AoJqSo7j/AI9Lj/rk/wD6CaAJT1pKU9aSgAooooAKBRS4oAKWjFFIpBTgDkY60gq1Yw+dcj+6vJqZOyKSuzRjj+z2iR+2TWZI22UN71rXh+Q+4xWTNxg158nd3OhbGlK+6FGqxA+5aqqd1spqe24SpYyU/epM0p65ppoQDs0YyaQU4U2AoGKdnikzQKgBfvday9UTyzC5PyLJmtTg1n6qoexcH+8D+tMDUVkkiCNyuOD6VUms2Q5Q5WkhZo41PVGHSrUUqN90/gaaYGcyY69ahZOa2GSGQ4ZSp9aY1h6MCKaYMylTnpUoBq2bN17Z+lJ9mfH3TTuKxVwaaVznPpV0WsjdF/OnCxIbMhAHtSuMw7pWkAVer4Fa1naR2qKSMuBVacIdVhjjHEa7m+tXixAwvINJgMkcsxUHOetCgKOPxoC7R70hPNIBwNOzTBTgKBC9aeOlRnigNQBKHp4lINVtxpVye9CGaEc24YIyPSs3VrBWU3MQ5TqKnEn2dC7N0pYLoXQ2EfeGCKcZOLHc5zjtRUk0Xk3EkRzlWwPpTMV3xldE2EpKdikxVILDTRSkUmKCWgpKWjFAmhDSUuKSmTYSkNOxSEU0KwlJS4oxTJYnakpaKZLENJS0lBIUUUUAFR3H/Hpcf9cn/wDQTUlR3H/Hpcf9cn/9BNAEp60lKetJQAUUUUAFOpKBQOwtFFLSY0gHQ1taZF5dsXPVqyIkMkiqOpNdGiCOFVHTFc9eWljWC1Kd0TVGZcqBV66+7+NVHGQPpXJ0NiW2bNsR6GrUHC1RtG/dutXouIhSAlJptIp5px7UAKKcKQU6i4CHOelJk0pNNJpAKGqrqBDWknsuasZqC7XNvIPVDQAtk++yhJ7oP5VIY898HsRVbTG3adAf9kCreaABZ5EG0/MPU09bpe4INRn6UmAe1AFkXS/38UouBj/WVV8selJtx0FAFozE/wDLSkMi8DLE5qALTZpBDbyOf4VJFAFWyUTXFzP0y+0Z9K0goVcDmqWlrttIyerZJq6W4oAa1RHFOd6hJzQA8GpV6VWRsZqdGyKBCsM03FPNNPWgBKUcEZoPBprtgZ9KAIL+XcVQGrOmwsN0pHToKxpLjfd89BWzaXW+344xVWAra2ipdRyqPvjbWb/Q4rW1NDJYCQ/eRs1k9h7100WWgpKWithCGkpTRTuSxtHalpKCWFIaU0lMQlIaWkNNEtBSUtBpktDaDTu1NoJaEpKdQelMlobRRRQIKjuP+PS4/wCuT/8AoJqSo7j/AI9Lj/rk/wD6CaAJT1pKU9aSgApRSUooAXFFFFBSFAo9u9Ao9TUNlo0NLh3zGTHA4rYJwmBVXT4/Lthxy3NWX6GuGrK8rG8VoUbnk47VW7VZm61AR8v41K2GRWxxJItX1JEQrNiYLdsvqK0h0UUWESL0pR1pAMClA5qRkgFPwKQcil7UmBG3WmU9uT0+nvUYOTgc56e9AC1HcYML/wC6cVIOc4OSDggU2VDtII/hPNAFTRz/AMS1B6EirmeaoaYQts65wQ5GKv44J98UALmlBpnJ6c/Slzx60AP3Uuah3807dkUAOLYqjqshFt5QPMjAfh3q5u4rPuj52owxnnYcmgC/bptiVR2FTdqjXhR7Gn5FAEUnWoamkqLvQAqjFSpUQNSpRYRIelM7089KaOTQAGoJnCqT7VOfu1nX8my0lb2poDKjYvKR/EW/Sugt49qovasLTF8y5B9BmuhQ4IPara0AkvAGsZg3PyE1gpygNb7L5sMi8/MpArAjwUOOxxWlFlxHUlLikxXQFgooopiYlJS4oxTJaGmilpKYhKQ0uKMUyGJSUtJQSxKKKMUyWJSUtJQQxKKXFJTEFR3H/Hpcf9cn/wDQTUlR3H/Hpcf9cn/9BNAEp60lKetJQAUtFKKQ0FAo70tBSCpII986rTBV7TIt8pc1nUdkXFamuihUVR2FK/3TS44oPSuB6s3M6b72KjPC1LcfeqE/dNNAVTxeIfXitP8Ajx6VmyD/AEmIj+9Wl/Fn3oETUopopwpDJV6GgnihelIxpMDldduNXtr+Z7V5GtygwqrnaeOlN/tDV4+ZGQtFBumD/Kob+EZ/PNdO9MeKOVGR0Vlf7wI60gOG1z4hXGi6Np9yliLq4u5TH5S9Acdj3qrbfE26kmjgvvC9/D5hCglDge/Ssv4q38eneIvDcUds8iQSeasUKjn8Pwrr/DvjSz8U3T2qafdQTRrkmaPj8KBkk3ifTtEu4LS6d0mvJMRrjP510e5VTJPAySW4ry3xPZm6+J+gcEoHJAP1FejatN9m0m9lPSOFz+lAElnqNjqCSS2s8ciIdr7G+6fenC9tWOFurdiOOHGa4X4UW+7wbcyP0ubiQk98HNcd4t8GRab4r0ux03ULtDfSFpSJScZ9OaAPcAQfutn6UoJHauEi0WbwfpX2Y6pc3JlkypdssPzpY9Z1R3MUE5kwQQG2/wBOaLiO6BG8ZHaqNkPNuJpz3bA/Csi0127cSC7VYyAQu1TyT9RRbahq1kMf2cJYuobPNAHVdFxRWDF4gn8+KOXTpFD8ZHOK3iflBoAY4qNhUhplCAaOtTR9ai709OtUBM3SmgDNPP3ajHWiwCscJWHrEu232/3jiteZjtIrntabdJHGD0GaqK1EWdFXJZ/QYrZTr7Vl6OmLVie5rWjAxTkBPHknArnoz99cfxn+ddBGMk/jWFIMXlwvo39KdJ6lwCkpcUV1FDTRSmigloSiikpksSkNONJTQhDQKKSmSxKQ06koIYlFFFMliGkpaSmiWFNNLRTIYlR3H/Hpcf8AXJ//AEE1JUdx/wAelx/1yf8A9BNAEp60mKU9fwoFABSjikpaQwxS0Ud6GWhR0rZ06LZBk8E1kIN8gWuhUBUUCuavK2hrFDxxS9jTQacOlcjNDPuPv1A3pU10f3lVyeaaAWNQZ1z25q4oy5FVYOZvwq7GOSaYD8Ypw5pCKctIBelNanGmOaTAYxpVPNNNFIDzvV7SS7+MelMYZTbxWxG8j5c816H5aCRmRFVsfeUYpBJC7j95E5AxuyMinMccAduKAPOfFt/baL400jU7wEQI2137LnHNW/GnjPSI/Ct0ltexTz3aFIo42yckYrf1LTLPVL37LfW6zwvGTtPqKo2fw88NWV+LmLTVMyncAzZApAHw/sJdO8F2EUqlXZS5Hfkmuc1r/TfjLpEQAxbxb/5V6YqhQoRduBtA7KM15ppY+3fGu/k6i2tse3agZ03if7ZI0K28KuvJYmMNXO2rXmjzC9/s+MMMjiPBNS/EDVb6113w/Y2Vw0QurgBwPTIzXeSgRQSF9p2R7juGegpgc5Z6xc60iRyQrE4cbsHtXToMDBAx3rkvCN3eastxqF0ESPzXCBVxkAnBrn5vidrCa9qFlY6A99FavtLRmkB6htzgHt0pxPA4/CuM8N/EK21m+GmXlnPYXzDKxy8A/TI5rsl6njJ9KYDGYDuKb2zWbJ4l0mPVl0t71EvT0i7nNaR+8e/oaEAU9OtMp6VQifqtRjrUg6VE3BouIjnOPyrk7+XfqLr2Xj611M5wmfc5ri1Jn1MjOcyVpEDrbKMx2ca/jVwZXA60xRtVVHQKKkU5qHuBNHkD8axrnjUZh681sLnI/E1kX6FNSU/34s/rVQ+IqIzNGKWg10mo3FJS0lUiWIaSlNFBLQmKSnUhpkjaOtBoFNEiUlKaQ0yGhKKKKZLEpKU0lMlhSUtJQS0JUdx/x6XH/XJ//QTUlR3H/Hpcf9cn/wDQTTJJT1/CgUHrQKAQUtJS0ihaUDPFIKdjigtFmwj33S5HAra6VnaUhALdq0SM8iuKtq9DaIdqeOlMzTgaxepRm3J/eGqxbDVPcn96aqMfn9qaQFm2PLH2rQj+4KzrUZU/WtJRhQKAFPWnLTe9PAAFIANRPUhNRsaTAYOtOIzxg4747U0fep5FIDm5vCMLqQl9OpZiSQemaoy+GdQtszQa3IIlXq/auxJqOaNJonjdcowwRQBxcU19BIYpNVhmcJ8smOmamGp+II0bYbScKeDvwSKu3WhWEE0TRwfeYBsnPSnXHhOxlkYxu0ZIxhWx0pAbNlLPNZpNcRCOUr86g5rzzwIPtXxA8T3gO7Y3lg16KVW1sGAORFER7nArz74Ux+aNdu+d016SD+JoAg8YD7R8VfDdsxwF+cZ6Z4r0TUQZLK6VvlLKVzntiuY8a+Ep9eFtqGnTrBqdo26N26fSsy1XxveSCx1c2sMJjK74+Sx9elMZueDHX+wZiuBHE7p9cZya4fwP4gtNBTxBrd+H8mS7KBlXOBmvRrXTF0bwxJaQbneOFs8Z3Mev61y3w98Oi48DX1jq1sYvtM7llccjPQ0gMiS/Hjn4gaTfaPZutpZjL3JXaG68V6drOpw6PpN3qNw+I4Yy2c9+wrz/AMJ39x4L15/CmqKohkYvaTY4x6E96j+J97Jrmo2PhDT5D5lywadk5wtMDg57LUFgt/H0zHzHvQVGekea+g7K7S+sLe5jbcksYfIFeS6v8ItSh0SeC21+eWJELC3P3QR2HNdR8KtXOo+D0t5CfOs2MDqfb/8AXQB3NKvWm05etVckn/gpjjFPBpshFDGU71ttnK3+zXG6QPN1dfTOa63Vm2aXO3bZ+tcx4ZQyXzueirxWkdEB2PAxUiEZqEZOAPxpeVNZvViLIPPHfis3VI2+120mexWtCMnP45qjqyE/Z2B6SHP5VUX7xUSv3980GjrRXUbWGmilxSU0yWJSU402mSwNJS0hoJEpDS0hpogKSlpKolhTaWimSxKD0opKZLEooooIYhqK4/49Lj/rk/8A6CalqK5/49Lj/rk//oJpkkp60UHrSUDQtLRSigoBS4zxRUkKF5lA9aluyKRsWaBIlHrVkgjpUafKoGOlSV57d2zoitBtKCKTpQSMGpQGXOcytiqTt1NWpW/ePVGRsDHvVAadlygrTxxWdYriFT7VfB4xSYDhSk0i0UMBppjU80w9KhgR5+apAeKiP3jTgaAHmmGlzmkPSgCjqIAhRz/C4NW1BIG7AqrqIzZOfQZq1Ed0SH+8KAKmtTi30G+mHBSFv5VynwkgKeCzcdDPcO+fxrY8dXH2bwTqcucER4/M4qL4d25t/AumIRgFd5/GgDfnvbWCbypbmJHABwzYzmoFlSS+wXXbjIweT9Kwte0q/vNU81bWN7VlUE7sEc9etY95pt7IWlaynZYxsQxydvzoA9DjwTj+/wBialIXAwD0+grzQrNDY8LqSOhX3I4ratNL197eK6t9WbyZACI5V+YD8qBnU3NhbXZV7i2ikKEFGZckfjVZdF05NS/tFbVReYx5o64qjBb+IIb1FlnjltT96t00ANfDcHlcHPvXO6B4Ss/Dt9eXNm7gXbbnjPQGuhooEFAoxSgU0IetJIKUUPVDMXxHJs0SUA8lgv8AOs7wtHizaXHLnipfGEu3S4lBwWkFXNDhEWnQrj+HNadANRRjBFDZLU4A5pTndWXUQ5Fqrqp22gb0YVcWquqIHsHz2Kn9RTW5USoRjd64xTaUcE0ldS2NwpvenU2mQwNJiloqiWNpCKWigkbikNONNNNEhSUtIaZLEoNFBqiWJSUtJTIYGkpTSUEMSorn/j0uP+uT/wDoJqWorn/j0uP+uT/+gmmSS96Wk70tA0FKKSlFJ7FB61d05cylvQVT9/atLTV2wlj3rKs7RNYGiPvU5TUYOKmXFcLNRp60xuhqRxxnNREHYeaEMx5jy9Z0p6f71Xp+C9UGUmWMerVSJOktU2wLkdqmFIvEaj2pRSY0PFHY0CkPFDAbmm0tITUgRHrRQetFFwHCh6UcU1uaQFa9UvZyKO6mnWbbrWI54xT5RmMiq+mtmxjHpmgDlvircGHwNMnAMsqx+uQSK6Xw5ALXwxp0I/ht06fQVPeadaalCIbyBJYwdwVhwDVlUWKNUQBUUBQBQBXvHwixjqxAqdV2xpGOMc8VUJ8/UTj7sY/OrncUASD35zRgcY+gpR0pDwaACkJ4paOMUAR04Uh60uOKADvQOtApR1poQ8UNzQKFGWpjOQ8ZP5s+nWq9WYk/nXQWkflxIuMbRisDWl8/xhaQ9o03Z+uK6KLlc1b2JJt1PU5qNRg1KBUjQ9R82ar3/wA1jKPp/OrEYyetRXSbrKbnHFHUpbmav+rH+7QaF4jT3UUV0rY36CUhpaQ1aJYlJS0lMlgaSlNJQSxKKKKaJY2g0UGmQxKbTsU00EsKSlpDVEgaSiiqIYlRXP8Ax6XH/XJ//QTUtRXP/Hpcf9cn/wDQTQSyXvS0neloBBS0lLSZQdvxrZtAEgHvWQi73RPVq3QoQbR0xXNXdzWCHBhUqmoBwamTmuU1HnkVG4wtS4NROp5pAYU/+sYe9QKmbqEe9WLkYkP1pbZN95EfQ1aEbHfFKKQd/qaWlcaHrSNQOlITU3AbTW6U/NMekBGetFFFIB9NNIOKUnmmAx/uGqennCSL/dcirjHr9Ko2jbbqdPoaAL+aR5MISegFGRiql4+YvLXq5oAksEyrSn+M1bHL1HCuyML2AqVO5oAfSGlptABRniig0ANp3aminUAJRQaFpoBynmpB96oxT04INUBy4TzvFl5KefKVFH5VvIPlrKs0zqF7L/flP6ZrVTpTbFYkFSDpUYFP6CpAkh6mop/ntpl9jT4ujUx+I3/3W/lTKW5lRf6pfYCnVHbnNuv0qSumOqOjoIaD0oNFUiWNpKU0lUQwNJSmkoJYlFFFNEsaaKDRTIYU006m0yWJQelBoPSmSNooopkMSorn/j0uP+uT/wDoJqWorn/j0uP+uT/+gmmJkvelpO9LQJBS0lLSLRZso/MuAOwGa1vrVHS1x5knYcVaZjxXFWeptDYmCk09cgVEjHHFSqQeKxLJAc01hzTwuCKSTGaXUDDvVCyU+wGbkH0GaNTHIYdKfpfLlj0AxV9BGhjHTvRRzmjmoGhwPakPel79KQ9aQDRTWp5pjUARnrRSnrSUAFJnLUtJjmgBpPJB6VRQhNSb/aXmrkhwCazJ5Al4jZ46UAaW4VVB82/B7R9KRrgBWPoKWwOV3MOWJ/KgDQAwv8qkXpUajPPp0qVeBQAdqSnGm0AA5pGpwprUAJTqbTu1ACHpQKD0oxTQCing/KfYGmDNEh2Qu3YKc1QGRZjHmH1ct+daCdKoWn+qHuaur1/GgCwDSseKao4pTyKQiSL/AFZNNcZRh6qafH/qTTD3z0xTGtzHthiLHoSPyqSorfmKTno7D9alrphsdC2ENFBoqhMaaSlNJVEMDSUppKCWJRRRTRLGmig0UyGFNp1NpksQ0HpQaQ00SJRRRTIYlRXP/Hpcf9cn/wDQTUtRXP8Ax6XH/XJ//QTTEyXvS03vS0CQtKKTGRxSjk46c1LKRqWihLUH+/zUjA8GkKhUVBxgUKexNedN3kzoitBVcrVmORWXB61UK80K201JRqBMp8pyaUOhUhvvCoEn2xZHWqxkJYtk5oQEOqqPIyPWm6SP3Lse5p1+2bV880aYP9AB9avoJFz+I+lP7U0Y54pSaljFPSkNKelIakBKY3Wn0xqAGHrSGg0UAANLjikpRQBSupfLQkVzd/rVnbzAzTKrA9DWn4jna00ye4GcRqWzXkWl+C9c8eRy6vLfG1tmchPbFS7jPSoNatb/AGxRzqzZ5xxxXS2qbABjAxxzXhGp6FrXgi8QXk/2iF2GyZW7e9ev+D9SOo6TCzEMdvXFCA6RRk1KRjFMjFPqhAabSnpQOlAC9qYetPph60AFO7U2l7UAFBooxVLYBQM1DenZYSt7Yqdev4GqmqnbpxHrgULcClacRqKvrxVC2+7V+MZ5psS3JeaG7AUYwKVeWyaQyaNQsWD1prKM7c04HdxUbDDUxoxoRtEgH/PRv51LUUH3JfXzG/nUhrphsbrYDQelA6UhqiWJSUtJVEsDSUppKCWJRQaSmiA70ho70GmSw7U00UGmSxKSlpKokDSUppKCGJUVz/x6XH/XJ/8A0E1LUVz/AMelx/1yf/0E0xMkPWlFB60CgSHdBT4l3zIvdjTM4q1p0Ye7TPQVFR2RcVqaEylWqLGO9Xp1BUGqbLg15rep0paCg5oIBFCrTscUASWhBl2N0NJcRiOUjoDTFO1ge4OasXZWWJJRQgM67cfZ275FW7JNllEvtmsu8lAXb7Vsw4EKY6bRV9AHgcn3pwAptKDUMANMp1IaQCHpTCaeelRmgBpFJS0UAIeKU+tIelHagCjqdiuo2Mtu+drgjrXK+E9X/wCEQt5NE1uN0gRy0VwEJQ56Cu2AG7kZrL1tI5bdEljDguBhgDxSGcF4/wBY0/xOYdN0RHupncb5QpCpXa+FdIOlabBD/cQAn370uh2NrBvMcCKd3G1AK6DqpAAA9higBy8ilNAGAMUGmIQ9KUdKSjjNAC0w9aecCmd6ADFL0oFBoAcBmg9KB0oPSmAme3vWZrsu20jXP3nrRHWsPxNJsW2X1anHcB1m25a1IelY+mtuStmI4WrYluSZOelIxxTozk1GA0s+0VAyzCCVBApJVwDk84qysZjQAdcVVmHUmjqCMWDlW93Y/rUlRw48s/7zfzqSuqOxutg6CkNLTe9WJgeKSlNJ2pkMKSig0EsQmkzQaSmiWFBNFJTIYlBooNVYliUlLSUyQNJSmkoIYlRXP/Hpcf8AXJ//AEE1LUVz/wAelx/1yf8A9BNMVyU9aBQetAoEgyB1q1YzpBOPMOAaq0oG44xmoqL3TSL1OxjWKeLIwR2NQTWWeVrmrXU5rJ9jZMeeM109lqMNygww3Y6V5slZnSmUjG0bcqabt45rcMaOOQKiNrEQD0+tIDG2kcc09WJglVvTitJjbx5GAcVVnkV1YIoHFNAc1cAyTqM8M1dGBtVQOwFc4g8zUIkycBq6UirYCdqUClxxRUMBDTe9KTTTSACaYetPNMNADWpBSnpSAUAFBoNJQAmOay9T/wCWA9GzWqeOe1Y2pyqlwiswBCkikxFvS0H2fd7mtHqF+lUbAhbVQOh5q6D8wHbFCGS9KQ0vekNMA7UgopRQAjU0UrUgFADhRRRQAooNKBSHNMBqnDiuW8VGR9QtolGdqn+ddSoO6sW7jWbXGJGdiACqiBFpsDiIDHNbKg7QoXLVLYWYKs3Q+9Tlo7fODl/0oYrFdswRkkfNU9qI4l3k4JqjNN5r7ifyqMyZH3jSGbDXKcjORVKacc4FU8nghqmWYbCMDOKOodTPhO6I4/vN/OpKjh4Rsf3j/OpDXXHY2T0ENJRnNFUJsSkpaSmSwNJSmkpokSkNKaSmkQwpKWkNMliUGikzmmQwpKU0hpkgaSgc0GgliGorj/j0uP8Ark//AKCakzUdx/x6XH/XJ/8A0E0ySU9fwooPX8KSgELV6zg3KXI4PSqJ6cVu2BjubRFUhXFYV21E1grmdNbbhyuR2qssE0L7omKkdq25ImRsMKhZAT0ribOgdZ6nOMCQHitBmkuwPLlA9qzNgHQU1Hki5QmlYCWcvbybXbJPNOim3qT6Chyl6AsvyyAcGqzK8BKt0HQ+tO2qAz7Abr8EdQ2a6TFYGmJ/pG71BroFq5IBe1JSmkPSs2AxutJSt1pKQB2php/amd6AEPSkpT1pDQAhpOaWg0AMbt6d64vxHeTrcPHGAQhBLe1dm2cZFeZ3uoyyalqAdeBIIx+dJgd/pmTYQ7uG2gkVor61S01T9ji3cHYKvr1oWwEg6UhoopgJSgUUtADGoFBoA4oAWiiigB2eKb+NL2oI4pgCHDjHOTWZCok1K5k6jdjNaS8HPpVCyXh5P77H+dUgL012I4xGv4mqjNkcVP5SyfWmNZyDocigCo44JpAjEZxV1LKQkcVdjsFVcvSAx/LOM9KciO3bKjnNaxsomPXFVb4pb2sioRnBxS6i6mWgAVsepNOJpkR/cpnuozTq7Y7G3QKKQ0UxMKSiimSxM0UlFUiQJpKKQ0yRaQ0UlBLCk70UGmQxDSGlpKZIDikNKaSghiVHcf8AHpcf9cn/APQTUlR3H/Hpcf8AXJ//AEE0xEp60lKetJQAoJzxU9ozxvuViMdhVerdkuZXPYVlW+AuG5rw3Iu4OcBh1qNlqhI8lvIDGBg9auxXcU2N3ytivPaOkAKNuRUzxZGVHFRtG4OADQBFjIp0oM1uwxyo4qRYJAckY+tPCkBs+lNbgZmlqfMA9BW0OKytMUrcSKTnb3rU3c1cxjqaTTgKjasmAmeaKBzSmgBKaRTqaaAGmg0UUAN70lO70UAN2g9cVw0+iPJqMj4Uq1zuI9eld6q5B6VWNrH5obbyGJpMB8EeyJAewqZeTSYyKcowKEA40lFFMApT0ptKTxQAw9acOlN608DigAooooQBRRSHrVAI5xE/rtNUo5Vht1HA71Yun8u2kYnHFc298ZpVjTJIGDTsBuidmG4VPFdMuNxz7VVgjItxu6mrMVqXGcY96GI1ILtHUDABpksy5+9VGSMQHO8E+1U5pzn71SBdnu9oIDVmzSPKjEmoHncsQRxmnq4ERNNLUaFQYjApTRjpRmu1bGiEpKXNJTE2FJS5pM0yGBpKCaM00SJSGlzSE0yQpKXNJmgliUGg0maolhSUuaSgkQ0UZopkMSo7j/j0uP8Ark//AKCakqO4/wCPS4/65P8A+gmgCU9aSlPWkoAK0NPX93I1Z/0rZ0NEnWWI/eFY1/hLhuRyKfM4FQmAk5xitiaxYHNReWRxiuG+h1WKULTR8biw9KuJeALg8e5oZcdqiMZJxikAMHkOY7sE/wB2qVxczQhtx5A/OtSK0QfM3FYurxFb+Ao52jqKqCuxPQt6QGKSlurc1pDrVLTUxGTV3vTnowTJO1RsadnimE1mMF6UUL0paAEppp/amGgBtAooFAABzS44oooAcOgpOMmnAZFG2gBoFOxRtxS44oAQikp1IaAG0rdBSikNADRTh0pKWgAope1N70IBaQnmlzSdRzVAZXiS6Fto0zdzgCsDwugvLuQZywXNXPHM+zTI0DYZnxWH4Q+2HWFeND5IHzN26VotgPQ47dExubOKjuLwj5I+BTmI6rSfZ0fkH8KzYjOkMjnJY5pqxnPqa0Us2LYC1Yj0xycscCiwzLW23tgpnNQ3dlNCmdu1cj+ddPDaxw8gZNU9Z/494uP4z/KnF+9YEYhOQAevNFGaSu1bF3A0UhooJYUlFJVWExTSUUUJENiUhpaKZLYlJQaKZLYGm0tBpktiUHpRSUyWxKKU0lBIVHcf8elx/wBcn/8AQTUlR3H/AB6XH/XJ/wD0E0ASnrSUp60lABWlobEajx/EOazavaQSt5u9BzWVb4C4bnXDB61G9ujnI4rP89v4iRSG5cHhjXnM62Tvasp4GageJ152mmm7nPQ8UjXU/QkUCIrmZ44g2DgHBFY11crcTx4zlc5raEpOd+CPSsW4iWO9kIGN2Mf1rSluKRr6eP8ARAfWrOeeKgtsLaxjtU6AUp7ghT0pnWntUfaoGOFLSCloADTSKcaaaAG0UUUAFLSUo60ASKOKWhelLQAnUUh6UvamE0AHeigUZoAKbTqb60AApaQUtABRRQaEADFK3UY64qMnmnhvlb2xzVAcr4htjqmsWtkVzEvzyEVuW0MFpAsMKKiL2HeohEpvppP4/u5qwts2BnPNO4D96g9RSpImeDzUfkKOppNiA0gNKC5AGCRmrH2kY61iiRFP3uacZwOppgab3qrmszUrvzlSMdjmmNLvUlSCMVVlP73BPOKcF7wIZSZpaSu0bAmkoooJuFJS0lUJhSZoNFBImaM0UlMlhSZpaSglhmkoopksQmkzSmkpksKKKKBBUdx/x6XH/XJ//QTUlR3H/Hpcf9cn/wDQTQBKetJSnrSUAFaekBGeRSQDWZTld433J1NZVV7pUHqdP9gfGQ26m/ZJD1FGl3Mi2w8zJY/pVuW6CgYGTXm9TrKptSi5biqkjbeF5q3Is9xychfSmpZHOaYyjh8HHB61kSyyS3pVhjaK6aeAIA2O2K55xuvpOOQ2BWtLqRI3IhiBF74qRRQicDjoKkYYX3qJFLYjamDrSnk0VIC0opBS0AFNNOppoASilpKAClUZNJTloAeKWiigBrHFMPNPam7aAAdKb3p1N70AKKKOaKAACloFFACGg9KDSHpTAaaDwje4oxk02UhIGbOKYHM2mrCfWbqAPgiTbXSbyseN3NeceGre6vvEk92oIhEhJ969GYMWyF496AICXJ61Gd2eamKsOxpMH0piKknFQsWIwCavmEvxjmnx2Yc9AtFwMkrLF+9UkjuKs7w6g9zWpLawQWsskkqqFUke9YVo7SRM5XaC3A9q0pq7GWKSikrrQC0UlFMm4UlFFBLYGkoNJTJbClFJRTJuJ3oNFJQJsKDSUGmSwpKKKCQooooAKjuP+PS4/wCuT/8AoJqSo7j/AI9Lj/rk/wD6CaAJT1pKU9aSgAp0Y/eLnseabThww+tTPVWHHc6mJA0Y8sdqsR2wHzP1qna8gZYrxV4N8uASfevLe7OxbEuBjHam7RjigZNPxxSGU7lSU9659o/+Jwqn+M7hXVMgZTWHNABrMB9q0g7CaL+BnI6Yprt2qRhhagapk9Q6DKKKKQCgc0uKQU6gBO1NNPPSmUAFFFFACYp6igCngUALSHil601jQAnWl600GjOKAGk84pB1pRzRigAyKKTFAoAfSUoozQA001jxTzTCM0ACMCap6zIYtKuJMfdQkYq3jbzWR4ouBF4eumYEZjK1QHJ+FzKLZJfPES5Ix3Y12kV9JFtWQqVrkPBsCjTVeQb9zkpntXYBVkHKAkdqaAupcJIMgChpo1GWwB61nNYgnKuye1H2VAMM7N7UWEW2uov4XB+lQy3IyAHwKruoi4RAKiEbytk4FFgE1Zy1lGAcjzV3c9QT0pwwFUAADHAFUtRIWa1tQSWeQOfwq5jB6EV0UI6XC4uaSiit0TcKTNBopiDNJmikpkthRRRTEGaQmikNBIuaTNFJTJYZpKKKBXCiiigQUUUUAFR3H/Hpcf8AXJ//AEE1JUdx/wAelx/1yf8A9BNAEp60lKetJQAUHoKKO2KTHHc2rKdkjU5yMVqw3CuoGMGsKxkjEYDsBirvnRL1lUD3NebNPmOuLVjZUrnORT+PWsP7dAp/1yn8ad/a1sh5uAfoDUqDY7o2z1HeqFzHm+R8fw1W/t61Rcgs/wBBSW+rJfT4ETIEHG7vTcWhOSZaY4Bqu1SO+TUZFTcdxBTe9KTikzQA4dacKYCMZpwNACtTaVjSCgBaKKKAFAp4pgNSDpQAhNNJoPWkoATHNKRSgcZpCaAGgUvakzS9qADHFJ0pc0hoAdmkzxSUlACGlA4pDxTgeKAEIrj/AIh3DQ+H1QdZZNpPtXYmuO8ewpcw6fAThXmGaAMfwpPqDabFFawKVQ43tXc28cioDcFd/oKq6fYfYrZLe2VQijj3q2Yrsn5XVfwq0IkKyM3HAoMQP3pMn2qMWdx/FMaVLd0Ock/Wi4AqQqeck1YjCMcDg84pqqQQWUU28YQW0swxkKdv1oHYxYoybmaV+WDEA1OeOD161FACsK5OSRkmpD613QVokNhRSZozVIm4GigmkzTJCiiigTA0lBNJmmIKQ0ZopkthRRSZoJYUUUUAFFFFABRRRQAVHcf8elx/1yf/ANBNSVHcf8elx/1yf/0E0ASnrSUp60lABRRRRdjA5xSMATgjIpaKVk+gXY3av9wUuPbH40tFCSXQXzDAyD+uauaYf9KI656EmqffJq1p237QSx+grOt8OxdNu5snIo3ULg+1P6jAGRXn6s6iEnJo5qTy8nkU9Yx/dpWAiB+XGKevTpTjFSeWR3osAjUgpGB3CnACgAozSkUnGeaAFHWn9qRdtOK8UAM6mkPXFOxg0hJByRQADhabSs3tTQcmgBOaUnilIpCKAFHSigUDrQAGm04008mgBjUvahhzSe1ADlyTXI+MlFxq+k2nOS5Y47dK66MHdWPd2X2rxPHKy5WGMY+ppoGatrCVt41POBirqwjPSkgjwoOOtWgMDpQ2CRCITnjFP+zKeW/SphgU6k9QsQ/ZoumKxvEFuqWQUNjdIAPet01y2tXLXGrrbqf3cac/7xq6abkEtCqBgAUppOtBr0DG4UUlFMTYGikNFAri0lGaSmJsU0lBpKZNwoopDQTcWkoooAKKKKACiiigAooooAKjuP8Aj0uP+uT/APoJqSo7j/j0uP8Ark//AKCaAJT1pKU9aSgAooooAKKKKACiiigApCMnPelooavuGxLHcTxDCSEfrUy6ldKB8yn6iqlH5VDpxZSm0X11e5H/ACzQ/jU6a2wHzwj8DWTigVPsIj9oza/tmFvvRuKcNVtj/eH1rEwfU/nS8DtUvDxKVVm0b63Y5DGlF3Gf4hWHRjFR9WKVTub4uFPIYGlE69wMeoNYAz6kU4M46ORUvDle0Og89O2ad5sfUtxWB50wHEho+0XG3HmfpUugxqodAcNgoRT9+VG7mufjvLhMZYMKtR6qV+9GDUOjJFc6NMlCeDSEKDwaprqkLfeRh9BTvt9sTjJB96n2cg5i1zSEc1Ek0bHIlU+2akLqTwwP41Li0NC5xSik5xmlXJzxSsA1jTQRmnMD6GmqOORT0AlVUYcjmjyPm68U1fxpxJPGaWgWDhWI7UyyjMtxLLj+LGcelV7iYRq/PIFZlvqV4it5co2k5AIq4QcgbOtVGXg4NP8Apiubj1+8H+thSRfbrV6HX7Nh+83RN7ik6bQkzWwKBjmoYbqC4TdHKpH1qQnjIPHrUO5e4y4mW3t3lfoozXFxS+fLLctz5rls+1bfiK6VbBolb5pPlAFYsabIVjHZcCurDx1uzKbsPBOKKM0hrsMri0lJS5oFcDSUUUCCkpc0maYrgaSiiglhRRRQAUUUUAFFFFABRRRQAUUUUAFR3H/Hpcf9cn/9BNSVHcf8elx/1yf/ANBNAEp60lKetJQAUUUDk4HXA+Udc0AFFKQRjK8+gBGfzoCscYB+pFGgCUUD5jlQcEAggHJ9c0EHdyvX+E9Wz0o0AKKUqy8srYHr0JpACc7QMDgjBxmgLMKKXaSQoUlm4U96acDJLEdjx1570LULC0U7Y3dSAe30ppBHUHnOQT3/AApaXsFhc0UmDx93npuBANLtPYHZ7jp6/hRpa4K97BS00H3yQTk/407NP0HcKKSigdx2aKSilYYtFJRQO47OaTv0Bpc0lJpMLi4yOg/A0gUA/LnP1oopckR8zJBLIo4kbNSJfXKfxqfqM1XoqXSh2K5mXG1K4OPlQ/8AAacNTdf+WSn8apZozS9jEakzQTV+fngI9xU51W2K4MkgPptrIzSHBqHh0HOT3uoRSIyRsxLe1Vo1KxKO+OaXA9BS1dOnyicrijGMYB/GgjHXB/CkorSyJu0N2EfcdlP+z0qaO9v4eIrnr2NR5ozUOnFj52JO013cCa5kDY4AA4zTunNNzRVqKWxLdxR0oNJRVCCikzRRYTYE0ZrnvFviy28I2lrc3VpNcJcSmMCJgCCBnvXOn4s2yR+bN4d1ZIcZMhUAKPXPSs3NJ2KUW1c9DpKz9F1qx1+wS+0+VJYD9/nBQjtg+laBBAxnI4b5ulWmrXM2mgopD6YHPQHvTuSdxztIzuI6+1PQLCUVyvi/xTd+HbzR4Le3gkW+uBC/mbvl5HTB966rntjJ7460lJN2G4u1woo6HgfQiuc8TeNdK8MGOGYSXV1Jjy7eD75zx9P60OSSuEU5HR0Vw1h8UNMudRjtL7T7zTWlGEa5XCk5/Ouo1rWIND0W41KZTJFChYBSMv7Cp9pG1x8rNGiuL8H+JfE3iCaO6vtHgttIlQ7biMnO4dBgnOD3OK6+6uYbK3kuLqVI4o13szHCqPX3+lOMk1cTi07EtFcba/EnRL/xDaaPp4mujdvsE0Y2oueejc12R6k8A99tEZKQ5RcQqO4/49Lj/rk//oJqSo7j/j0uP+uT/wDoJqiTMPizw3n/AJGDSv8AwNj/AMaqaj438P2Nk08Wr6fcyFgiRx3cZO48DIzwvTJ7CvmOiuH60+x0qil1PpXTfGdq8zw6rqOgQttLxy2uqRvGRnBDZYEN3HHSp9R17QL2yW3TxTptuhYB2jvYvMZP4l3bsrnsw5FfMdFT9ZkP2KPo7TNX8Eafq9slj4ulcSkpci5ufMhH93LysCoz3UHPesyz1Lwte2c2o+IPFMkWoi4ljMdnf/L8rHy2VFbaVKheehPXrXglFR7Vj9mj6G1XxBo2rnQ9PbxPAlvPCbm7ulvI4ZdyYHlPsbam/d69qkm1bwxpeieIdI0zxaLu68h5rWW4vIyvzAqI45C3zEEZwcda+daKPbSD2aPe9E1zwLph0Se61nVBd3EW6Rm1ATRQuMqRIoc4yQSOO4qWTUtB8R+N76DUfGEVppVrEn2VYr0QrJuGSxkVsMynHHvXz/RR7aQ+RH0jaax4Nv8AwzHp3/CVb0tZfIkmuLxbaabbzvU7t205xn2qx4e8R+FrbwxZeX4qhlkV5I8ahdRpLwzHLAsSPQH6V8zUU1WkhezR9CXs3gOOC4vLnxNdvMzFlis9W3ElieihwByfyrUn8T+HPD3hqxhs/EVnqlyu23UyXce5mYcNIVYlVz1POK+Z6Kbru9w9mj6J8Jalpmn6RrkN/wCMtPaf7WTayzX0TnaVX5lBc/KGJ47496ryah4LsIzcjxhdvqq/MrQ3fmozZ5OxmEfPOFzgD6V8/UUvbMPZo+qpvFHhlJcx+I9IZNoKf6bH0PYjPWo/+Es8Of8AQwaV/wCBkf8AjXyzRVrEtK1ifYrufU3/AAlnhz/oYNK/8DI/8a1oJo7iFJoZEkikUOjowKsp5BBHUGvkOvqbwn/yJuh/9g+D/wBFrW9Gs6jaaM6lNRNqkpM0tdBlcWikozSKTHYopKKAuLmjNJRQFxc0lFFA7hRRRQFwooooC4uaM0lFMLi5ozSUUguFGKKKBXDGKM0lFArhmg0UUxXEpc0lFAPVHmnxlcLpOjEnCreFifT5a228b+FD4dW3udXtJ1FqFeA5YsdvTBGOtYvxkUNpOigjKm9II9flFdBYeBvDEthbO+j2pZolcnZnJx3rl5XKTN00oq5w/wAPZtR0zw7r2pabp8lwJ5USzt8Zywzk89hkZqxdP8RbawbxDcalZRbIyWtiV3KPdMYrq/Ht5c+H/ArnRVFrh1iQQLgRpznHp2rzOXTvBcXg2O/m1O4l1iZCfKSTJD8/eXsKmd4qxStLU765+IMtv8O7PXvIDX14xgRByPMGRuPoOD+NYNzH8RtO08+JG1GFlEAke3HJRTzymMZHesu6tpn+Dmg3sUbSrbXryzAD7ihmH5dK76f4laBH4bGqC4R5mXP2BXHmFj/C3/xWKabYrWOW8Zax/aWm+CtXulS2EtwJpBk7Y8EZ/lmtS38T634y8TtbeH5Da6NbHE1wyBmlPqM/oPTmsv4hznxBp/hSWe3e0N7Ph4XOWj3EDk4Hb2puj3Fx8MvFB0a/YTaTfsHjnAwQ3QNjt6frU3akPTlPWkQpGo3FiBjPTdjua8q8GQQ+JPiXreq3cQc2p3RRvyEySAR9MZHpXq2VYblwVZc5z1/+tXkltdRfD74lagmoCSPTb4bklUZOOdufx61vUtdGUHudN8UtNtr7wfdX0yq11Z7XilA55YDGfxrivEF1r2ofDLTLr7RB/ZYUQyIw/eMyjA5xnHXvW/8AEXxjp1/oP9i6Vcx31xelQRAdwUZBHI75FReKtKbR/g9Z2cgzKrIz5/hYgkis5JGkdje+HEWvRaBbSapcQS6e9tGLBYvvRrk538f410+raTZ63psmnX8Zktpcb1VtpODkYPbkVneCyF8DaLxwbVB0x69+9b3AIraMVyGTl7x4xdWFrpnxw0uzsoVht42hCoP9zqT3Pqe9ezk9R24ryDWQf+F/WAxzvh/9F168epqKKV2VVeiCo7j/AI9Lj/rk/wD6CakqO4/49Lj/AK5P/wCgmtzI+RaKKK8c7wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvqbwn/yJuh/9g+D/wBFrXyzX1H4UnhHg7RAZ4QRp8GQZFBH7tfeurC/EzCvsjboqP7RB/z8Qf8Af1f8aPtEH/PxB/39X/Gu45ySio/tEH/PxB/39X/Gj7RB/wA/EH/f1f8AGgCXNFRfaIP+fiD/AL+r/jR9og/5+IP+/q/40AS0VF9og/5+IP8Av6v+NH2iD/n4g/7+r/jQFyWiovtEH/PxB/39X/Gj7RB/z8Qf9/V/xoKuS0VF9og/5+IP+/q/40faIP8An4g/7+r/AI0BcloqL7RB/wA/EH/f1f8AGj7RB/z8Qf8Af1f8aAuS0VF9og/5+IP+/q/40faIP+fiD/v6v+NAXJaKi+0Qf8/EH/f1f8aPtEH/AD8Qf9/V/wAaBXJc0E1F9og/5+IP+/q/40efB/z8Qf8Af1f8aBEmaKj8+3/5+IP+/q/40faIP+fiD/v6v+NAElFR/aIP+fiD/v6v+NH2iD/n4g/7+r/jQBJRUf2iD/n4g/7+r/jR9og/5+IP+/q/40bgVNU0PS9cjiTVLNLlIGLxhy3BIx2NXYo1SKOFBiNFAVR/Djpim/aIP+fmH/v6v+NH2iD/AJ+IAfUSr/jSSSC7FmiSeB4ZUV45BtaNhlSK56LwD4Ut5GdNFhDEEcuzcHg966D7RB/z8Q/TzV/xo+0W+eLiAfSRf8aXLCW5Sk0ipp+i6ZpVgbCwtY4rM5LRHLBj+OfyrMi8CeGIrwXiaTD56nzU5YDd9Ca3hPbjGLiDjp+8X/Gj7RB3uIT7mVf8aXLAOdlPUNG0zVntpL+zSX7K2+ANn9234delGraJpmu26w6paJcxqcqWOMH8OaufaIM/8fMP/f1f8aPPt/8An4g+vmL/AI03GNtA5mNtbaGytY7e3QrFGAqKMnaPx9Kr6no+nazb/ZdTtYriLOQrg5z/ALwq19og/wCfmH/v6P8AGgXEAGPtEOP+uq/402lYV2Y+l+EdB0e4+0WGmQQXA4D8t+HJNaGqaVZaxbfZNStlngLBvLduFPrxVj7RBn/j4h+nmr/jQLi3H/LeDnr+8X/GkopA5MbaWdvYWkVraRCGCEBUVSTgDp1qfoTg4Ld+1RfaIP8An4h/7+r/AI0faIMY+0QYxjHmL/jVE3ZnzeG9Gm1tdZlsEOox4KzbieVGBwDWrzwM7gB9MVF9og7XEA+ki/40faIOf9IhOfWVf8aUVYbk2SVHcf8AHpcf9cn/APQTR9og/wCfiD/v6v8AjUdxcQfZJ/8ASIf9U/8Ay0X+6femB//Z", "path": "001238.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001239
Men Tshirts
{ "bytes": "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", "path": "001239.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001240
Men Tshirts
{ "bytes": "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", "path": "001240.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001241
Men Tshirts
{ "bytes": "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", "path": "001241.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001242
Men Tshirts
{ "bytes": "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", "path": "001242.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001243
Men Tshirts
{ "bytes": "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", "path": "001243.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001244
Men Tshirts
{ "bytes": "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", "path": "001244.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001245
Men Tshirts
{ "bytes": "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", "path": "001245.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001246
Men Tshirts
{ "bytes": "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", "path": "001246.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001247
Men Tshirts
{ "bytes": "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", "path": "001247.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001248
Men Tshirts
{ "bytes": "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", "path": "001248.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001249
Men Tshirts
{ "bytes": "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", "path": "001249.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001250
Men Tshirts
{ "bytes": "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", "path": "001250.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001251
Men Tshirts
{ "bytes": "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", "path": "001251.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001252
Men Tshirts
{ "bytes": "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", "path": "001252.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001253
Men Tshirts
{ "bytes": "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", "path": "001253.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001254
Men Tshirts
{ "bytes": "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", "path": "001254.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001255
Men Tshirts
{ "bytes": "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", "path": "001255.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001256
Men Tshirts
{ "bytes": "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", "path": "001256.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001257
Men Tshirts
{ "bytes": "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", "path": "001257.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001258
Men Tshirts
{ "bytes": "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", "path": "001258.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001259
Men Tshirts
{ "bytes": "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", "path": "001259.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001260
Men Tshirts
{ "bytes": "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", "path": "001260.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001261
Men Tshirts
{ "bytes": "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", "path": "001261.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001262
Men Tshirts
{ "bytes": "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", "path": "001262.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001263
Men Tshirts
{ "bytes": "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", "path": "001263.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001264
Men Tshirts
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAJJAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACimO6RoXdgqKMlicACsyXxLocX+s1eyH/bZTQBrUVXtry2u4hLbXEU0ZGQ0bhhj8Koavr9lowj+0l2ZxkJENxxnGfpkgfjQBr0VR03UrXVrJLu0k3xNkcjBBHUEdiKvUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFISAMk4FAC0VnTazYw6pb6a9wn2q4VmRAwzgVoEgDJNAC0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADGZVUsxAUDJJ6CvNvGvxQg0cpb6JLbXMpBLzE7lX2XHU9/Sm/FTxpbaZZNokEpa6mX9+q/woR0J7ZrwgxmQqfmOTnrmguMb6mzrPjfxD4iCxX9/I0Y+8ifKpHXlRxXPS6jJKCdwGe4qSGImC4kzg42L9e5rHYkklQdo4FSVex3+k+PLjSdF+x2vDMhUknoeR257+tQr4v1AsWmu3ZliEcYzwuDkD6d647T0DSt5nQAn9KlkjaOVRk5PzUDXc9O8KfELXdNim2wW81qsm6ZShymT146cmupvPHM9nd+fHeyO7RxnbIPl+Y9Ao46fyrxzRNZk0+7LnLRSZSdOu9Tn/HNPfUmZmjDfJuHfsOlF2Oye59D6V8R9Fuw6311FZzKxAVyefw7fWuwguIbqBJoJEkicZV0OQR7GvklZS82VPLEbiT976+1etfCnW511FtKmuiYDAXRGYYU5H6/SncmVPS6PYqKKKZkFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFNJABJOAOpNeVfEP4kNYq+laMyvJIpWS5U52A9l96BpXNX4i+NxoFtLpdpGJL+eLOS2BHGeCfr7fjXjPiHxjrWtOtvcXMghiUKIVdtvAxn3+tZRvmE7TXEjSSMpGWJPGPeqEl0htZZi371gQD39qC1Gxai1u6tb2K9e5l+0Iysj7+V29Bk11GpfE7W9Yt5Ypb0pDmNggGDkdeR2zzXnAgeYhskrnHNX4ok8rcTjAoHY7+6+Jev31oiRzSLYw4Bw2CxyDtLdTXQf8Ld1U6bDDGsaXfmEuzKPlT+Ec8Y9+teP27yC2ZA2ED5I9T0qxbXIhuTuUOzIVGexPelcLI990/4sxGC0jvtPY3lwEKCKRQCDxk5Py854r0S1vba8TdBNG5AG5VYErnscdK+Rlcl2cvsIBK49ewrrPCvirUtIvIbbS52zJJvn3AFWAHAPfA56UXE4dj6XorP0bUk1bSLa+TaPNQFlU5Ct3H51oUzMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAAVznjPXv7A8P3FxE6C6ZdsKsec+oHfHWuj7V4h8StRM3iB7b7+xtolB4A/uj0IPB9aGVFXZ5zetLqF48sjF2Y72YtknPWoJnFsysmPlOcevrV66P2eA7Rgjj8K5+8uCep5FTc2asOFxw0YOQcn9ap2cf+jF8ZK549aW3Uyq7jOQpP41PbHYzNjCN1/2T3FMzYy2jwpcYIWTDfnU7Sb5yG5IDKPw6VVlSWxkLKMxScEDowoVxIQ6HvnNIZLCYhbuxBJzwPUmnwKuBKxGOir6mqs3yZx0OCKjFw8UKY9wDQM2VdN2xSCwP510en2eLU3knD52pzxn1P6VxunSpG29lyQePrXTxah9mtUSXJj3DgHr6mokaxeh7x4C19tT0i3triRpJorZGMj/AHmySMe+MDmuzrw3QNehtbazubSVIzDJ5kidxnOVx3Xb+v1r26KQSxJIvRlDD8a0Tuc842ZJRRRTICiiigAooooAKKKKACiiigAooooA5fxp4gh0bw/eNhJpinl+SZNpw/GffFfPGoXL3sxnuGTzCAvyrtBwMdB7D8a7Pxzqp1XxBcGa1MLwr5DYbcrlSfmU+nSvP9QZfLOw9/ypXNoxsrmXfspnBU57VQPzRgdskVJcyEjPeo4gZskDg/e9jQDLcRCWKtg8H5vamCTarRrgqSSPxp8D7CUkfaxHUj5WqGRUR8qcD25FFxDoGby5EPbDflSCT/S0b2phlAOV61Fn5h6dqQyZr1nnCYworpPDcqRXJkJ+bv7j0rj2BSUketbGkXgjZkP3iMCkxxZ7P8M/EJ07WLjTpnJsrpwVYn/VyE4GfrwPrivaK+XPCurx204luE3wK6O/rkcgD8a9+8Ga/Jr+kPLcY+0xSskgAx7j9Dj6g1SIqLW50tFFFMzCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAEr528UG4tNWu7aXa4juZec/MpLZ/+vmvoqvH/AImeFm/tQapGv7iZcuQudrjr+BpMuD1PKbq4ErEHv3HSsx7F3PKHHrWxa2z3EhijIPz46V6da+CbU6dDHN9/GWI61jKXKdcKfOeMxWq20n7vewcYZSM4Pt60r2sgYywLn1HfFe3QeBtHTlomY+ucVaXwRoQiZPsQ577uaSrDeGsfPpMrErswvcdqjELrIcIV/rXt918M9LdWaJ3Rj93PQVDZfDq2ikLXbCQdAFp+1Qvq7ueLNbzNldhNT2+jXFymwJyORmvd28J6XGmFtV46ZqrLolrFnZCorN1zSOFT3PDZbC5sidykDPWrLTtNY57oB/OvSPEGiwvaOwA3DmvOHDwuYkBxgjA71pTnzGVWj7NnQeH2Kj95jLDjP3V9z/hX0l4Zkkl8N2DSnL+UAfw4/lXzj4RgiF7GZIprgKeVVNwH4DmvobwvNdSaey3EMsSqR5Qkj2/L/X8q0iYVNkdBRRRVmIUUUUAFFFFABRRRQAUUUUAFFFFAHzl4tBt9TuIXIZRI7qM4KEscjPpnPFcNcSGTJYE49BXq3xD0X7LqVzdeTIodsx/IxUg+hAx+B5Febw2bXV1HCoxvcD9aiTsdENdEUYtFuLiNZEhZlPTitmz8Have4aO0bHqQFBr2TS9EtbKxii8lSVUckVrxRgDaAAo6ADpXP7VnX7CKR4+vww1qa2xJJbpnohOSKo3Hw01e2jBMSSAnBCnpXuvl0x0wOKPaSF7KJ4vZ/C65mjD3DrDnqvU1aPwzih5a4zj2r1gjIqncxjGe9Q6kjSNKHY8uv/A9v9mKoAxHfFeeajp0mmXDIwO5W4Ne+zKFDV5f42gX7YH2jLDk06VSTlZir0Y8t0c7pLfOpZyoXB468V798MvPfMkUTJYiMhiw+85II/GvCtICQ3cUxiWaIOA0bdD7V9B+ErXVNVtrW5upBa2URBFtEm3djoCe4rqRwz+E72iiirMAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAFcP8UI5j4XWWMLsjlHmEj7oIIz+eK7gVzHj+A3Hgy/HZArkeoDCga3PFPB9r9o1pdw+VDuI969djGY1z6V5/4As83F1MQTtIGa9CHyiuKerPVp2UR8aDIqcqOxqCMjdyRVkAdQRQkxtkbL8tQY5q3tyDULJg0mhplaRMqTWTdD5jitiY7VPNY9y3OcjFS0XFnPaoC8br6g15jfx+TedOC1eu3MAlBAHNeda/aLb6i6tjON30qqLaZOIXNG5v+A1EOsxiBjG08iiNxwVJPP8AWvoJRhQCc+9eIfDjSX1LX4J2BEEGZSMdxjA/M17hXZHY8ura4tFFFUZBRRRQAUUUUAFFFFABRRRQAUUUUAcX8RLtrHQfP2zSRkmMxo+1dxHBbHOODxXjPhmP7R4otYyM7TvI969/8W2T6h4W1G2iTfK0JKKOuRzXifgG08/xNLLj7se6s6mx0Yf4j1SIHZzU8Yz0rnvEXiiz8PxKjfvbt/uQKecep9q5ST4p3FtgvpYUHoSxGTXOoNna5o9SAIpGTIrjfDvj6PWZAk0Hkt7NkGuxFwjrlTkexocbCUrkLJVG7x0rM8U+Ixo8OY0LSYyAK8xn8SeKtWnZbKGZlPGUXbj8aOS5SnY9ImGciuF8Y6a8iQyopIBKsfr0qCG28bWn+kvKHx/yydgwNdMGfV/DMlxNAYbhARJGegI7j2qVHld0Xz80WmjzCwDR3YhCEuMkj+VfSnw/lupPCtqLkLtCgxMvdT2PuCCK+dLFM3hfOXeRUA+pr6m0jT4tL0u3s4hhY159yeSfzrsieZUeljQoooqjEKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooASqWq2YvtKvLQjPnQun5irtZPiDVl0fTGuWbaNwXdtzjPt3pN2V2OMXKSS3PMvh4yrHqEBI3K4J/lVbXb3xBrWoTWelx+TZRkr5mdpkI9/T6Vo+G7L7D4s1NVbdDNCsy/Ljq1auqSSwxyNbRgsASAF/pXM5JO56cYt+6zz65sfGmnRiWJ5pExz5b7iBWv4a8Vap54t9SLFxyQ67TWfqevataWf2l1cKzMrI5beuBkHC4AB6d6Zpep3l7DbTTAbpTgJu384HfGR179+Kbk7XYRguayZ6tb3aTxh1PBrN1vV10+2aTBLdAKXSEYIVcFSo6Vz3ie7xMYUj3tnoayUjTlb0OL1Pxfr19OY7NZmBPCImePrVeDR/F18nmu7wg84ebn8qkubrU2sJLmzDOwcoIlUg9OCB3GeM1NayeIvsyS7pHbdgqUMeBgcjPvkY9q05na6Rlyrmtdm54XudZi1FbDV4S6Efu5x1B9DWP45gRfEaLnCmPewrrtIvJt0TTYyevFc14xs5bvxLCirlZbcAH8eaUXd3Y6kWlY9L+Fdm0HhP7VIm17qZnHHVRwP613Ncr4Au/tHhmOEly1s5iJfr6/wBa6qupNNaHnVE1Npi0UUUyAooooAKKKKACiiigAooooAKKKKAGkcV4loNsdD+JmoaY6lVdpAg9VzuX9DXtNxJ5FtJLjOxS2PoK8pKf2r4w0fX0EgM5eN9/cKDyPas6jS0OjDwbfN0Ro32lWMGpzancRiSZgPmcZ2gdhXPal4t0qC3bNtG0Qbaf3e8A4zgngA4HTNdtdRCckEZBGMVi3egWEkJifT4XXrjbgZ9a5rndbTQ4/TtUsbyWG4gsoovOPyERmMnv078GvR9MG61JIwQMYrA0vw3aWcyFbaNQhyqheF+ldPF8oc+opMrocB4nvWE0ojjUlM5ZhnArlpdQ16P7OLO3kfzgCX8skKOeoGMHp+dd5cWyy3rsOG3da0ItN81Ms7cehpJlSjdaOxxFleeIEnjF5D+7YDJPGPUYP866xZvO0i4hP3tjY465FX5NPhjQkqWPqxzVO2j3XO1Rx0xRfUOVJHmfgqxjvvE1hFdBvI835tvY5wD+dfT6jAA9K8JstJgtbu7WE/vY70AYGCF3j/GvdV+6PpXXTle552Ip8qi+4+iiitDmCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAEx0rB8W2X23RGXGTHIkg/A1v1FPEs8DxN0dSDSkrqxVOTjJSXQ4a2EbaveSKPmSGOPPtljUrRhyc0wQta6rKH3AyoQVPZlP8sHNTR/frjl2PWjZ6oo3FuXjKbFYe4zVSz0lI595jXIOfuit50AGaQABc0ihsA2yMx6kYrmdQhE+pSMPvA4rqI03BjXN3uIr1mx35qXsOO5NDZNIuM4qY6YoX94xbH0qexlV0Ug1ckxsP0obA5y5RIZQqDFVPEHl22oaZdsAeHUj2OKu3Q33gFJf2P9r6rFarGZZLeFNkYOMsxzz7YApw1ukKVk1c7DwPbLb6JIV/5aXEjfriuo9apabZLp2nwWoOfLX5j6nqT+dXa7YqyseRVlzzcu4tFFFUQFFFFABRRRQAUUUUAFFFFABRRRQBHIgeJkPRgQa4Hyhp0+nWzAAQzumfrkAfyr0Gua8R2OYpbgICNu4HH3XHIP44FZ1FdXOjD1OVuL6lY43U5ogVzVaG4W4ijmXG2RQw/Gre/EZPpXKd6IggWpFQEHpVe4mEUDys4QKCcnoK5Kz1yxsLi6Q63czyyNuPnkFF9l44FA9C9doyXbFV6HmtCynWSIEcV5xf+IreHW5LhZ7lnIwGEhKY9l6V1Gi6rbS2yNHcIyn1bmixaaex0l2f3BrM084vgzdBkmrVzOpiGDketYVzfCBJBGf3jZVfqaS3CTsh2hafNf65FcrjF05baOy7slj+FewD+VY+gaHDo1hFGp8ybYA0hHt0HoK2RXZCPKjy69X2jVtkLRRRVmAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAc54lskSJNRQlXhdQ/oyn5f6isqM/NkdK6fXIPtOiX0QGWMLEfUDI/UVw2l3yzIiMRnGQc9v8muatHqjuws9GmbZcLHyagldki3qu4gZC561j+IteTR4Yz5Zkdj0HYetYMmtavrFnILe2MKZULI/GeeSKxSbOpyS0Ol0/Ur9Y5W1C3gj5+QQSl+PfI4Nc3fa2y6s24W/kjqpY78/ToKzH0jVknPk6jHuZhuJft61naj4bka68w6lEWx8zZPJquXzHeS6HcaXd/ugTjBOeK15LnKduRXkDz6tpkSxxahC+DtWLd8zfQV2Hh/Wbi60uV70BWiHU96mUbAp9GjWnmjjuDI5wAM11fgqzilspdWdMz3ErAOeyD5QB+VeYvqH23Mucop+Zc9q9l8NQG38OWEbLtYxB2HoW+bH61vQjbU5cXPRJGvRRRXQcAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAU1gGGCAQeoNOooA85MosdTu7RgqRxzsFHYAnI/Qina3qL2OkvNbr5khGEAFQ+PLR7PWIrpMiG8UBm7K6/4jH5GqGiXUl3p8kBdXwcAtzzmuSpG0rnpUZXijmhrr6pI8Op6nDaoylVgU/vGPrirg0TSrpQU0+5lj4JZcjNdNc+HbK4CTG1h+0J/HtHzVTcJBEYzdzW4HBUSFRSR0wjFowdQ0izSIyNpIhhRDy528D6nk1xb20FzeeTpNtepcA58wHEePxrvbpbWaQHzWupQML5j7tv0zV3TdNjtC0hALsMs3p7UN2HKEUjIjv7rT9A23khM68AN1xUOlzG/u7Zgu4zyLFtPbLYz/ADpPGUiGND6YwR9avfC+xOreIBORm3sQJG9N/IX+p/CnTjdnLWlypo9uUBVAHQcU6iius80KKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBpAIIIyK8W1uGXRNau7U/IIn3Rc9Y2OR/h+Fe1GuB+JugvqWnRXtom67t85QDmVOuPqOo/Gomro1oytMztseqwW/nWyS5O0t2A9azNQ8M29szm3lmSKQ8ESH5DTfDGtx3UUKZweFO3qD3FdZdwNJasEVWLDo3SuTY9OMrM40K1pH5TaZDORkrLvIPtVa+Se6R0WGGygwVbau53B/wBo9PwqprOq61p0pjj01pFzx1Oaj0q71fVbhBdacUXGQGJ6Veyube0gW9B8PW0dwbposkjEZbnjuad4oZbez2wHy2PJxwGrpJT9isyxA80rgL0rz7xPqYuAsLBi5+UDux/CoWruZTlfUueErFtX1u106PLLKd05x0QfeP5cfjX0IqhVAAwAMAV5t8KfDzaXbXN7dqDe3Cr/ANs0/uj+tel11wWh5dZtysxaKKKsyCiiigAooooAKKKKACiiigAooooAKKKKACiiigDE8T6Qut6BdWm/y5cb4ZP7jjkH/PY14xo+oXOj6hNpd7GYbiN8Beze49Qa97uv+PWT/dNed+J/C9t4js/mPlXcY/dXCj5l9vcVlUsdWHb1NWxminsUcspBXB54rmPEXg5NcGYrySHscHjFcSdX1rwsTY6hFJJDEx8uZckN71JD8RAJELuzjH3T2PTmskux085saf4Ht9EuBPPdyzKp61tXt9CLby4iyDHXofwrhNa8d+ZGRaMcvjeT0X6Vk2+t6xrA+zWUbSEcbv4R+NJxH7WOyNLVbu51S9i0+2QySuxAHTaPevaPhvosOh6A9vGd0rOHmkx95sVwfh7w3HpUZlkJe8l5kkP8vpXp3hXP2Sb/AHx/KrpP3rGNde5dnRUUUV0HCFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQA3PFZWtnEMX+8f5VNq+q2+jabLfXTYjjGcDqx7Ae5rg/DXiS88Uy6lcXRCwxzKkMa/dQYyRnuemTWVSaSsdOHw85p1Le6jF8S+HbuyuDrOh5EpIae3HAk9x6H270tl46t7hR5mU24UoRhge+RXdeWGTHUVxfiHwRY6pM02GhnJ/1icE/X1rnT7nYXofEVnOzglBt+UljzmsnUvENnaJnd5Um4hVHf3rmJvAesW0m+31TfyfvoRj8qqv4E1KeQPe6muc8lUJP61V4g+boX9T8VweWAjs7t0jXJJq34e8PO8o1LUMGUjMUXaMf1NT6H4VsdLYOieZNjmWTk/h6V1KxbVqJS6IuzWsjo/DM8MKuJZVQyFVTcwG488DPU11WBzXiHj6Qp4RVkOHiu43yDggcj+orrfhb4sm17Snsr2QyXVoBiRjy6HoT7jpW9OovhOWvhZODrR26nolFFFbnCFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFY/iXXrfw3oN1qlwNywr8qA4LseAv51sV478btaia0stHhmDSK5mnQH7vGFz+Z4+lAHKeF/G2ueKfihYi/vpjBiVxbRsViXCHA29/wAa9ljTjFeD/ChYU8ZSSyAed9nIjJ7c84/Cve4hlRXPU1Z2UVaNzN1HSobv/WKDkYIxmuUvfh1os67/ALEiv3KEjNegOuRVdlwOlRY3T7nm3/CvtGgJLWu8EYwzE1qWWlW1iojtoljReiqMV0d2uX6VVig3OfSoNFZbESxEDNcx8QNb1LQNF02/0q8ltp4rz52RuCCvAYdCOOhrs5I9q15r8VrtU0O3tDy8s4YD2Uc/0q6d1Iyq2cHc9X+HfjMeM/DwuZVWO+t2Edyi9CccMPY/412VfMPwo8X2/hTVLp7xXa0nQLIU6pg8NjvX0rZX1rqVnHd2c8c9vKNySIcgius81lmiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiikzQACjNYWseK9I0MEXl2nm9oo/mc/gOn4153r3xJutSiltbCI20LDaZN2ZMfyH4VnOrGG7O7CZbiMS/cjp36Fz4pa1FcJb2FtMriNmeYIcgN0APv1qr8NnX+wJUx8xuXLH3/wD1Vxl0d0SKOcCui+H12Ibi6smIBZvNT37GuJVOed2fS4jAfV8EqcXezuz0tFqGePvip4mBFOcZWtbHzybRlyQgDJFZVxCC3SuhZVxVGaFTnioaNYsyoIcnpU8i7VNXYYAB0qG6AAoSG5XZwHxAmxoRgz80siBR+Oax/A2sSaBrEd0nKgFXQnG5T2qLxZqA1LWPLjIaC2yAR3bv+VZEUnlk1nKVnofQYLBp0Wqi0l+R9LaD4n0/xBCTbSFZkOHhcgOv+I9xW2elfKEl3Nw8cskcisCro2CD7EV3Xhb4sapprJa60Df23Tzekq/j/F+PPvXVTxClpI8XGZJUg26PvLt1Pdvwo7ViaP4p0bW1U2N9E7kf6sna4/4Cea2s8V0p32PDnCUHyyVmOooooJCiiigAooooAKKK5rxH450HwvGRqF6puMfLbRfPIfw7fjigDpazdW1vTNEtjcanfQ2sfYyNgn6DqfwrxLxF8bNWvQ8WkQJp8J4Dn55T+PRfyNeZX+pXmp3TXF7cyzytyXlcsf1oA9o8SfG2AxSW/h63dnI2i7nGAPdV7/j+VeQXl7NevJNcStJLIxZ3c5LE9yazVfnFOJJHWmBd0fUpdH1i2v4ckxPkqP4l7j8q+l9I1G31LT4Lu3kDxSoGUivlkGuw8GeObjww5t50afT3OSgPzRn1X/Cs5q+xvSqJaM+huoqJx1rntM8aaHqVl9qt9VtxGpwwlcIyn0INaVrrNnqMTS2dzDcRhipeJ8gEdqxaZ0xknsPnRSckVHDCOSAKnDJIeCKkwsce49KmxZSuUAU59K+ffiBq41XxPKsbboLX9yh7Ej7x/OvXvFetGHTrjy3wiIWZgf0r59uW3yO56sxY/jWtJa3Ma8rKwkUzRhgvcYNdB4d8Z654Zm36ZesiH70TfNG31U8fjXMqCakANbnGe+eHPjrZXLJBr9kbVjwbm3y0f4r1H4Zr1bTtTsdWtVutPu4bmBujxOGH/wBavitX5rW0fXtU0G6F1pd7NbS9zG2A31HQ/jQI+y6K8G0D4630RWLWrGK4XoZYT5bfXHQ/pXqehePfD3iDalnqCJcN/wAu8/7t/wAAev4ZpAdNRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFITigAFITxXM+IvGum6BmJmNxc/88YyPl/3j2rzLXPHmr6vviWU20B48qLjI926msp1oQ3PSweU4nFe9FWj3Z6frfjXRtEVkkuPPnH/LKEhjn37CvNNd+Imr6qWjtn+w25/hiPzke7f4VyLMWOScmmEVxTxMpbaH1ODyPD0Pen7z8/8AIHdiSSck8knqaIzjNNbpRHySK53rqz3IxUVZFuRyVxTrK7ksL2G6h+/GenqO4qucsBio3kWCNnlYKo7mhXvoRUhGUXGWzPZdJ1iK8to5VO5WHUdvatgyqVyCMV4TpOuX1nP51pII4Ouxhnf7kdq6ew8a30moRLdmL7OxwwWPGM9O/rXTGqtmfL18oqpuVPWKPSTIrfdIP0qEjJrCTU0Z90bfhmta0uROBxVnlODRZbbFESSB7muF8V+ICkMltbN8zcFx2rY8WaxFp0ASSdEY/wAO7n8q8tvNQF5IXjbcmeOf51EpWPSy/BOrJOWxTk+UE9Searjk8VK2XPSnpHgdKwPp1Hoiu4wgx1Jo2Z5qaVQCi9+TimqCRQhOOtiaCR42BViCOhHFdhovxC17SCqG4N9bjrFcnJA9m6/nmuOQVLirjUlF6MitgqNeNqkUz3fQPiPoutbIpJDZXLceVOQAT7N0P6V2IYMAR0r5Zxnk/nXQ6J4y1rQdqW120luv/LCX51x7dx+FdMMUvtHzeL4da96hL5P/ADPoWlFcF4e+JlhqbrBqCCznPAbdmNj9e3413SOsiB0YMpGQQciuqM4yV0fO18PVoS5akbMkrI8QeJNM8NaebzUrgRp0RBy8h9FHeuW8bfE3T/DCSWlntvNSHBQN8kR/2j6+w/SvAtd8Qaj4h1B73UrlppT0z0UegHYVRidt4o+Mes6pvt9KX+zLU8blIaVvq3b8PzrzaWaSaRpJHd3Y5LMxJJ9zUZOaQ07AJSUp6UlNANU/PUoqIjHIPNJ85/ioAdNNHCu52/DvVA3Et0xC/KlWTboxywyfWkEITgdKQE0EbNhI0LsBwqrk12fw+19tOvZ7JnIiuMOozwHH+I/lXKWN6bCQuFYnIIKNtII96aL2Z79744WV5TIQvQEnNTJXRpTnyyTPorTLz7WykHvWlrUj29hkHAPVvQdzXGeAr43aKTzwMGqXxi8YLZWS+H7OTE8yBrllPKoeie2ep9vrXPGN9DunJR1OA8Y+NTqcrWVkpFgpyzE8ykd/YegrkVmSTneAfeqjlnapY4FIyRXRFWVkcEpuTuy6iqBnIpWIAzVfyF9/zpRGB0J/OqJBKmWo1GKeKAJB1qeKd0AAPAOcelVxTloA73w78UPEOgskQujd2owPIufmAHs3UV7V4R+Iej+KoljWT7Jf97aVhk/7p/i/nXy2DU8Vw8Th1YqVOQQelAH2fRXhvw++K0kEiab4huGkt2IEV05yY/ZvUe/avbo5EmjWSN1dGGVZTkEeopCJKKKKACiiigAooooAKKKKACiiigAooooAjeRIkZ3IVFGSxOABXmHi74iM5ey0WTavKvcDqf8Ad9veqnxB8U3E2oTaTbSlLaLCybf42xk59h0xXAdTmuKviGvdifVZRksZRVetrfZf5g8jyOzOSzMcknqTTRS4oNcVz62MeXQaaSlIzRikMaRTMmP5gpY+gqSlAoCxF5k5XCoqf7x3VTktHkuBNNI0v+y3QfQVokU0jNNOxLpxl8RGoCqMDjtURlkVo8p95sZDZyPpU+0VGrCOTDfQGmrCnBytZ2NrRdRlF8IZGJHYn0rstY8QR+HdIWRArXcwxEh7H+8fYV5ysvkXUU/OFPOPSqGralcatetJISeNqD+6B0ArZVLLzPDqZaniG38O5Xv7+e+u5J7h2klZiWZjyTVeOCTdvRijdsd6tR2m3G7k96spGBjis3I9SFHRIjiecD97GG90OKseauOUcH/dpQKMVFzpjCxAf3k7HaQoXAyKRR82KnwM0zGGpkuNhRxxUmMio2HGakTkUi12FU5FH0oXhiDTiMUBbQQEg10vh3xlqOis0KXBa3dSuyTkIccMPTFcyRmo3YjgdTWkJuOxyYnC061PkqK6MnV7W6tLsi5O/wAwl1lByJPVgazs8V2kAgv4GsLwfum5RgOY27Ef55rkr60lsLyS1nGHQ446EdiPYivSo1VUXmfCZjgJYWpbeL2K2KQilzRWx5w0ikpx6UlACYoxRRQAhFJj1px6UlADGoBwac3SoWYqaAPUvhxr1vp+mahcXRGyxiMhz/EOw/E4FeVaxqlzrWr3F9csWmmkLN+J6D2HSnzXcsNnLCjkJNgOAfvAHIzVOBD941mo2NZ1HJJD44scnrVgLgUKtOPSqMhM8UYooqhhilBpKMUgJAactMFPHSgBwOadio4zxT84FAD0O05Fey/CTxy8c0fh/UJcwyHFs7fwN/d+h/n9a8YXNWrO5ktbhJY2KsrBlYdiOhoA+y6K5/wdrq+IvDFnqBIMpXZMB2kHB/Pr+NdBSEFFFFABRRRQAUUUUAFFFFADc1m65qK6Xo1zeEjMaHaD3Y8AfnWlgVwHxP1ERWFtYq3MjGRx7DgfqaipLli5HTgqHt8RCn3f4Hld9K817JK7bmkO9ie5NVqfM26Q+oOKiBya8l6n6bCKirIdml603OaWpLEopetFADSKSnUh60ALRSYpRQA3vUF0MKHFWCO9RTKHjK9800J7FOWVniWNer9fpT4YFiUFvvdqRtkBBbG48KKmVTjLck0yFrLzEA704AUoGBRikWkGPekxS4oxQMTFNZeafSGgQYDLio0JVselSrwaZMu1gw6UC8wc4ZX/ADqdTuHNQ43oR69KbFIeh6jimBNjBPPFVyd0p9AKnmbbHuqtF/qi3cmmiJ72JFYowYZyKNetxfaUl8o/fW3yyY7xnofwP86Q8Vd08pI7W0v+qmUxuPY8VtRnySTPLzLDKvQlHrujiaKfPE1vPJDJw8bFG+oOKiDZ6DivUPz96C80YNKKWgBtNan0xqACiiigBD0qvLgjHepyarSMRk+lAEEiFnU5yPT0qyoxgYpsUR2hjUoGKQCiiilxQAlFLijFAxKBRQKAFp603FANABHw7CpGPQetRdLgf7QpWbLt6KKAJV+7TlNMBxGD605aAPa/ghrJ8++0l34dBNGO2Rw36EflXtVfMvwpvDaeOtOwxAlYxH33KR/PFfTVIQUUUUAFFFFABRRRQAUUUUANNeL/ABEvTc+JJ0BysSiMD6DJ/U17QTXz74onM2u3rnvM/wDOuXFO0Ej3+HaaliXJ9F+ZiOf3hPrUatiYqe/Sh26GopW2yRsPXFeefcbInB5NPzUYIXex6ClUlhnNBVx/NLQKMUhid6QjmnEUmKAEozS0lAhKiP8ArOvapKibPmn6UwZn3VrNcXbOjADG0c9K0Qu1FXOcDH1oVfn5pWXnIpt3M6dKMJOS6hjpSY5p1FSajcUYp1FADSKaRT6aaYhvpTuHUqaQ0zOKBDPMMJ2kZxTCw3+YOhp7nePcdKr78Ps/vA4+oqkZSdixcyAW6e5pqY8qMdySagncmKAfU/jViMfP7IuPxotoS3eQ8gGnQtslDU0A4zSdCKaJmjI8Vps1xtoOLhEl/Ejn9RWYvAxW14qQebptxzzAyH/gLZ/9mrDVia9am7xTPznG0/Z4icezJMUUZ4oqzmENMNPNMPWgApM0p6U2gBG6VWkG7j1NWTTMc0AOHCgelGM0DpSigAxRilpDSATFFLSUDExSiiigAzTS1KaidsAmgB7NiRDmmqxKk93PFQyP9zHpUkPXd2TgUAWf4gOwqQGoU6ZNSigDo/Blx5HizSpf7t1H/wChCvrSvjvRJPJ1a1lzjZMjfkQa+wkYOgYdCMikIdRRRQAUUUUAFFFFABRRRQAw96+dtfP/ABOrvPeV/wD0I19EngE+1fOmvfNqM0g7yP8AzrkxeyPpeGl+9m/JGS65BXNVyVaJlc9OvsatH5gKqXAKOJMcHhq4D7JjpHLiNc9SMmrgGBWUmY5ducqDlf8ACtVTkUNCi7iinCminCpNApDT+KaetMBtIelLSGgBtMb74P1qQ4ph60CClpO1LQAlLRRQMKKWkNACU3FKaQmgQ09ajank8VC7U0RJjHbFU7t9ojlHVXFTucmqtwR5bbjgDmtEjlqy91kzOGulH8MY3H/P1q3ED5Yz1bk1nWYMvXq53v8ATsK14xjLnoOaJDoNyXMwcYYL3xk1G3WnDOGkPU9KYe1SaTK3ijJ0KxkHIWZ0/NQf6VzqsCAR0NdPr0Xm+EZWB5hnRyPY5X+orkLY8AZ7V6eHd6aPgc3jy4qXnb8i2GyacDUQODTw1bnmDjTaXNIaAG96a1ONN60AJSGiigApwptKKAFPWikPWlpAJSUpppNAxc0hPFITTC1AAxqGVvkOKcxqKQcGgBhbIX16VbiGVC9hVFTlwKvwjgUATj9BSg0g6UUAW7RsTDtX19oVz9s0DTrn/nrbRv8Amor47gfbIPrX1N8NL77Z4C00k5aJWhPP90n+mKQjr6KKKACiiigAooooAKKKKAIZ2EcEjnoqkn8q+c79/MkkPqS3619Aa7L5Gh30v92Bz+lfPU7fvD7VxYt7I+r4Zh/El6Ip0xwGBUjrUrDBNRng5riPrehnOfJfy27fdPqK0beUOo56iqd4odDk49/Q1W0+dlkMLfeDdKbV1cx5uSVjbpc02gnFQbkmaM1GDmlFMLju1MzTqYetAwJ5pppTTaBMKUUUCgBaWkozQMXtTTzSk00nFADSaYW96VuajNMzYMagkanscVAx5pozlIYxrPvJVfEOeSecdhV5qybrCXoOPvDmtaauzz8XNxh6m1YKAo9T1/pWgcsAv51nWBygJrSBwM1nLc9CikqaSGScsqDoOajY8/SpPVj1qIjnNCFMsGH7Zouo2g+9JbttGM5I+YfqBXA2JPlhj3r0HTpxDdIxGVzyPauQ1Cw/s3Urm0/hjkOw+qnkfoRXfhZaNHx+fUmqkanfQgJxQHpporrPniQNS5pg7U6gANNpTTTQAlGKKKAClzSUUALmkJopDSAQmkJzQabigYE00mlNMPWgBp5pp5FPppHFAFVcrKa0ImytUZOHz61bhbIH0oAtDkUtNB4paAHocMDXvvwN1VZtI1DTWf54pBMq+zDB/UD868AFeqfBG8WDxc8BIzcWzqM+oIb+lAH0NRRRSEFFFFABRRRQAUUUUAc543uRbeFbw5wXAQfiRXg8zZc16/8AE+cx6RaxBsCSUkj1wP8A69eOykbq8/FO87H23DlPlw7l3YwmmNnFO60xjgVyn0XQo3LcEdjVWxUSX6nq0YOT6+lTXh4NR6MN887egC1a2Zy1HepFG0MgUmadg4pp4rI6wFOWoxT1pgPphpWNR5z0oAUk0g5pccUUCCiilFAxKTNKetNyaAAkimk0p5FRtQJsC1Rs1KeaiamRJiMahJ4qQ5NMNUYsjPSsvUlw0b+hwa1TVDUVzbE9xzWlN2kjixkb02XtPP7sVqDpWNpjfu1+lbAbjjmokveO3DyvTTEbpio3p7fMOePpUZ60ipsdD98dqoeLYyNUhlA+SW2TB9cZBq6pw3vSeJvL/sqyjmyt0HLIpHPlkcn6ZArqwztM+fzyCdC7eqZylFOI4ptegfHCjpTqaKdQAh6UlL3pDQAmaKSgGgBaKTNGaAA9aQ0pppNIBD1pKXNNzQMRqjPWpDUbdaAFFNNLmkNAFafqDU8B4H0ro/CXhKXxZJqkMOA9rYSXKM3TepGB+PIrAgsrpm2rbTE+yE/yoAnVuKdk1es/DeuXzBbbSb2Q+0LAfma6vTPhRr10Ua+aGxjPUM29/wAh/jUuSRapyeyOHFelfB7R7y58XWmohWjtYN7eYR987SNo9etblj8N9D0sLJMj3sw6mc/KD7KK7Dw3iHW7aNFCpyqqBgAYPQVn7VN2RssO+Vykei0UUVqcoUUUUAFFFFABRRRQB598UhmxsOOkj/yFeSzx916+le4ePdObUPDzyRgtJbN5gA7joa8QnbDYrzcUnz3Pt+HqsZYbkW6bK+MdeKhlzgkVO5qvL0PWuc+guZl4SQSKl0P7k5/2x/KoLs4B5NTaJyJsf3h/KtH8Jyf8vl/XQ184pvJ607FLisTtGgU5eKAMUE4pjI3PNKgppHzVIBxQStQak6UppKBiEiijvRQAjdKZT26Uw0CCmOMin0hGRTEyEHnBpsgBGe9DjDUoIK0zPchpGp7rg8VExpkNWGt0qneDNu/+6auGomhNwywr1dgg/E4q47nNX1pu5X0lwY1z6VuKcin3ng3VNA1ttKnjQyH5o2VwVZCeDnt9K63Svh9PcKr3d7HEp/gjG4/meKqcHzHLh8dRhQi5SOPatKw8N6lqOCsRhiP/AC0lBGfoOpr03TvC2kaUA8NsHlH/AC0lO5v/AK1XJ1DDIABFCp2OSvm7elNHF2Phi004iSQ+dMP4mHAPqBXDfEP/AJGRP+vWMfzr1W4JINeVfEHnxGn/AF7R/wBa6cOvePCx1SU4pydzkz0ptKTSV2HljhS5popaADvSEUtFAhtJ0oJpKBi0UlFAhDTacabSAKSlpKBiGo261IajNAAKXHFItPAzQB7j+z9pYNtreoOPlcpbL7jBZv5is7S4H0XxNfac+V8mdkH0zx+leh/BrTBp/wAObOQrh7uR7hvxOB+iiub+IOnmw8bQ3sa7UuowxIHBYcH+lZ1fhNsO7TOstpy8S/MT+NSO2RWTpMxaEAnIrSY4Fcp3FK6I2ke9RaK3/E8tcf8APQU67+6aq6TIF1y0Hbzl/nTj8SHJe4z1Kiiiuw8kKKKKACiiigAooooAoaucaXOf9n+orzXVvCFrqhea3b7Ncnk4GUY+4/wr0nWTjSbj6D+Yrl4m5rlrpNq56WArVKV5QdjzC98H65bE4tDOn96Ft36dawrqwvYCVltJ0P8AtRkV7urYWsnVJvkI9q5vZo92nnFbaaTPBruJwDlWH1FaOmafJbaXFdsfluZHA9tuP8a2fEgyW4HWtrU9PWz+Hfh1toDySSufoR/9ajl9xnVDGOVendbu34HLnrSUp5oA5rnPoBe1Nc4p+Kik5bAoARBk1LTUXFOoAaaQ04immgBtOFNpR0oARulMNSEZqI9aCWFFBpM0ARyDIqIHBxVhqruMGqREtBxGagfg4qXPFRvimRIiPWtnwlYfb/Ful22MhrpCwPop3H9Aax8ZPFd18J4Ebxc9y/S2tZJen0H9a0pK80jzswqOnh5yXb/gHQ+PWz4ktbrqNzxZ+mMf1ra0ubfbrWP4qiNzpguiMvHcByfTPB/pVrRJcwqM5yK3k7u58zFWpJdjfY5Wqk+OcVZZuKrTd6TM0Y1wMZ715l8RYtuqWUuBh7bGfXDGvTLv5CTXn/xGiZrbS7jqo8yM+3Q/41dD4yMSv3Z563WkpW60ldp5w4dKDR2pM0CCiiigBKKTdSFqAHUlGaKAEpD0paQmgBKKTNGaQCGo2qQmozyaABetSqP5VGorS0u0a81K0tlGWmmSMD6sBQB9d+FrNbDwppNqvSK0iH/jorB+JWnG60CO8RcvaSBiQOing/riuxjjWKJI0GFQBQPYVBqVot/pl1aOMrNEyfmKlq6HF2aZ5VoF2ZIQM89K6MvkVwujytb3jwNwytg/UV1iXAZBk1xvc9TcfP8ANxWUsjWmpQSD+GRW/DNbKqHFZGpxlGz6Ur2ZaV1Y9aUhlDDoeRTqztFuheaPazg53RjP1HB/lWhXcjx2rOwtFFFAgooooAKKKKAMrX32aVL7lR+tcxEeM1ueKJglnDHn78mcewH/ANcVhRghM+1ctfWVj0MMvcuWWkGzFYupP8jfSrElyAxGaytUnxGzH0rG52QjqcVqitdXqwryzOAB613nxEshY+F9CtgMeQdn47K5jwpbDUfGdorjKrKGIPtz/Suw+LT/AOjaXH6yO36Cqt+6kzppTvjqUF0/yPKzSChjSr92uI+0AnAqLq1PbpTUHNAEg6UUtJQMQ9KaaWkPSgQ2lFJS0AI1RnrUh6Uw9aBMSk70tNzTJuKahkFS5pknIoQpakAOKjY55pzcGm5qjFsWMc16H8NLcw2OsagePM2WiH6nc36AV57EP3gHrXrnh20/szwhpkBXEk4a7f8A4GcL/wCOgfnW1HdvsePm87UlD+Z/lqal/aC50a5gGMsh2/Ucj+VYOgTExqp7V00bgw8+lcoF+xazJEvCE7l+h5rToeFF7o65WyBmoZjwajim3IOaeoDnnrQTYyb9SOe1cV47i83wxbzdPKusEexUiu/voQyH1Fcd4pj83whqaYyYiko9sMB/WqpaTIrK9NnkbHmkoc5NIK7jyx3akpe1JQMKQ9KWkNAhtFLRQAUUUnNABTTS0hNACUZpM0maQCmmHrSk0hNACrXYfD+zN5430KPBObxGOPRfm/pXHp1r1f4K2IuPGkM5GRbQyyfiQF/9moA+jh0ooopCPDfEVt/Z/jW9jQbQ0pf8+R/OtGEOxUc4qPx4pHjaQjuqH9Kt2RHlgdcjOa5Z7nqUn7iNW3IMdVtRj3xHIqeAYGahvpMREe1Zmi3N3wLd7rGexZstC+5c+h/+v/Ouv715d4SvPs3iOIZws2Yz+PT9cV6jXVSd4nnYiHLUfmLRRRWhgFFFFABRRRQBx3iWbz9SSEciJefqef8ACqRbZEVz24qO5n83Up5z1ZyefSluXzA2O4xXHN3k2etSjywSOZu78x3yqTgHijUt0lqSAelZ2pKz3ZGQCOQfpWlqN2sGkxEAedMm4f7I9aix1rSxH8M4fM8WNIRwiMf0rd+LanytMbtukH6Csz4Vc63c5+95Zrb+LEW7SbGTH3ZyM/Vf/rVq1+5Znh5WzOH9dDyPvSngAU4DJph5NecfeCGlUUh60o6UALmlpB1p1IYykNOxTD1piE70tIetFAgPSoyeaeajagTA9KjJ5qQ9KhamQx4NDdKYpp56UBuinJw5pmealmHzVB0NUjnb1LUABuIs9Cwz+de3am6LqLwxjEUIWJFHYKAMV4zpEDXt/bW6cu0yAfiwFetSHzr6Vhk7nJz+Nb0/gZ4Obu9WHoy3Ex8s+9c9rwMd3BOPdTXQgBV4rE8QKBaq3cSDFWjy46O4+3uW8sAGti3cMgPOaxrELJEvHIXitW260FSRPOgeM8ZrkdasZLixvbRes8LKv16j9QK7GQrtOa569fbOGHIB6U07NMi3MmjwRqbWn4gtRZa9fW6/dWZiv0PI/nWZXetjyGrOw4dKKSjNAgJpuad1oxQBHmlpcUmKACjFLiigBKYaeaaRQA2k5paKQCYNIRTqQ9KABOte0fAZ8eIb5cZzZk59PnWvF1r2X4Csv/CSXqk8/Yzj3+daB9D6AooopEnkfxCj8vxaj/8APSFD/MUmm5ZF+laPxGtidXspcYBhIz6kN/8AXqhpoxGtc1Tc9Gh/DRrqMDFU70gxn1q6vSqF4MKRWRsjGtpTa6lFODgo4Ofxr2iNg6KynKkZFeJ3GA2a9d0Gf7ToVlL3MSg/hx/StqD3RzYxbM0qKKK6DhCiiigBKhu38q0mk/uox/Spqz9bkMejXTDr5ZH58UnsOKu0jgkJJOakkkJjIBzgVVQsrYIx+ualfKod3HFcPU9pLoc5qIBnDHr61TurgzbS45Vdg9gKv6iOc/lWU4zQdMEdN8MoyviCZl6eU2a7bx5ph1Pwpcqg3SQYmQeu3r+ma5T4YRFdVvWPTyev/AhXpF7LFBZTyzECJI2Z8/3QOa6aavTszy69R08Wpx3TR829ATUdWLgoZHKAqhYlQeoGeKgNeU9z9Hg+aNxvelHSjvQaChR1pc0g60ppDEPSmGpD0qM8UxDSaAaSlHegQGoz1qQ1E3WgTAc0xxxTs0EUyXsQg81KORUDjB4NPjbIpkJjJh3FVyMirUgyKg4DU0ZzRo+Hbz+z/EFjdDGI5Vzn0PB/nXqsGBIV5zXkSw/6p15BYDj1zXrduf3jHHfitYPSx4GbRSqRl5F/GRWRrv8Ax6gEfxitePJIrL1td1s2OzA1qtzyL6kOmEFV+nFa8Q2qKytNTCAitZBmg0luNnOIyAawrpssTxWzcHKEY59axLzOOV56UmJM8w8eQiPxH5g/5bQI5+vK/wBBXMZrtPiDH+902fb96N0J9SCD/WuLrvpu8UeTVVptC0ZopDVmYoPNLTaM0gA0lFFABRRRQAlNNKaaTQAh60UUUgCkNBNNzQAq16t8D5jF418v/nrbSL+QB/pXlIPNd58Lb8WPjnTJC2FaURsc/wB4bf6igD6qooopCOH+IcW+Gwk5+VnH5gf4VgaeuFWur8dxb9Kt3x9yfr9VNctYfcWuar8R34d+4agFVbpVeNgeuOD6VZc4FZ90S8LFetZHQjnrhXicnflT69RXqXgyQyeF7XJztLKPzNeWXbHfg9q9P8Cf8izF/wBdH/nWlD4mY4xe4jpaKKK6jzgooooAKxvEzmPRJsfxFV/WtmsDxacaIecfvFqZfCyqfxo42HeWJ/WpLlf3ePUVHAy/wjPfrU7coe7GuG57XU52/XKj61jTMEJAroNUXYtcxdP85oudNPVHo/wywTfHuFQfqa2viDc/Z/B92ASDMUi49Cef0BrB+FxJN8f9hP5mtj4kjPg+XPaWM/rXV/y6PMjFPHRT/mR4m5yx/nTDTj1NNNeUfo6G0tFFIYo60tHFFAAelRtUh6VGe9MQzNKtNpQfWgQpqJqkao2piY3NOzxTaWgkhkHWmocHFSOM1AeGqjKWjJzyKrMPnNWAflqJhh8+tA56q5o6C6tewwuP+WqOM+oYV6dbsTIRjFeVWDm2v4J1GTG4b8jXq9mULZ9eR9K1hsfPZumpxfkaUYwpNZmonfC/H+c1pFgsZrKu2yMevatVueO0FkoC9O9aUdUbUdBjrV9Rjk0kzSW5XuFKZIyVPf0rGvRuBwfyrbuWxEVxzisO5LbccFfcYIoJOJ8dQF9DtZuD5Nxt/wC+lP8A8TXn2K9O8WnPhO8z2li/9CrzHNddH4DzcSrVGLRRRWpgJSU6kxQA2g0HrRQAlITS0hoAQmkpaTFABRRiigBpzSEGn0YoAYBzW54cnNvqcEinDLIpB9Oaxe9W7Jyk4waAPtdGDorKchhkGn1jeFNQXVPCml3ikHzLZMkeoGD+oNbNIRg+LYDP4enIBJiKycex5riLIgKPavTrmFbq1lhf7siFT+Iry1Ue1uXikBDKxVvqDisKy6nZhXo0acxzHx6VQlJCEg9qubt0X0FVCcKe1YHYjnryQF8GvTvAn/IsxH1kf+deX3w/0g16n4IQJ4XtgO7Of/Hq0ofEzDGfw16nSUUUV1HnBRRRQAVz/i5C+htjqJFNdBWJ4pVm0KYr/CVb9amfwsun8aOIswqoArH0wasHJJG4E/yqpayxyn51JI9eKv7V2fKuBjpXAexfUw9WA+bByBzXG3L5kauv1d8Bq4i6mxI31pHXRWh6n8KcmG/PbEf9a1PiZIE8JOCfvTxgfqf6VX+F1uY9CuJyP9bKAPwH/wBesb4p6pvurbS0b5Y186QD+8eB+mT+NdUny0bnDhabrZlFR6O/3Hmp5NJS5pK8w/QVsFFFHakMKUHApKKADNNPWlpDTEMPWikNFAgPSmMaeTUZpksSikozTJA1Xcc1YJ4qF6ETJCI3ah6ZnBp2ciqIvoXLIB5EJ6cg+1el6YBKIpck5jUj8q8vs32uV7npXp/h51k0+Hdyyrt/IkVcOqPGzaPuxZsSgmIenrWTcuDOqZ6A1qzuCoRR9a5y+nEWow7uhbB/HitVueE9jZteGFXpMbKzrZx8o75q7ISVB9KkuepWnJMe4HPqO9ZN042kEgfX+VatyQo3An8s1gXsm5sBcrnkHg0xHP8Ai4geFLv1MkX/AKGK8xr0Txo7J4c2qflkuUU+4wT/AErzuu2j8B5uJ/iMd2oo7UVoc4UUUUAMNFL3pDQA09aDQetBoASijGaMUAFFFFACUUtIaAEPWprc4lFQmnRthgaAPpf4KakbrwhPZMcmzuCF9lYbh+ua9Mrw/wCA96wvdVsyRtkhjlHrlSQf5ivcKQhK4HxRZi31oyqPlnXzPx6H/PvXfVzvi62EmnxXH8UL4/A8fzxUVFeJrQlaaOWiOYqrXGAGHepIDkFahvDgY74rjZ6cTnbtiZ/evW/By7fC1l7qx/8AHjXkd5xKD1z3r1/wmNvhewGP+WX9TWtD4mYYz4EbdFFFdR5wUUUUAJ3rL8QjOhXY/wBj+orUqnqqeZpV2nrE38qT2Ki7STPObTy45AJCrNnjjmr80i7OmPpWVb4WRSzE7jx7VpSgmHCrz71557KOa1qQiKQ964dszXar712GuygROvtWD4b086l4gtLbqHmUH6Z5/ShK7sdcXyQcme6eErD+zfC9lEy7XKeY4925/wAK8a8XagNS8Tajcqcp5vlp/uqNv9K9t1+8Gl+Hr66X5fJgYr9cYH64r51diep+v1rTFu0VEvhylz1p136feNzS5puaSuA+wuOzS0ylFADqKSimAU09KWg9KAIzSZpTTTQIQmkzRSUyWJRRSE4qiQNNNLmkPNBLIWGDQtOccmow2KZm3Ys2YH2pT/dGa9B8IyBrCYluUlIA9c8153bMRIxHBxXY+C5cz3MeeCob8j/9eqhuefmUeag/KzOzZvlZu+K43W5P3+4dRyK6yZsI2D2rjdSJkuyM8VvE+abOptZAxVx91lDD8RWk3zx4PAPpUV5p/wDZwsYyMbraNj7nHNSD5owQfp7UpKzsOLUoJkcj7Y8NgnHaufvWSSXachh71uTsyx5C8j0rBvGJcsUIzUlI4/x0xTSrWPs05P5L/wDXrhMV2XjyU7NPiI7yOP0H9K4zNd1L4EeViHeowzSZoo/GtDEM0ZpM0ZoAWim5NIc0AKetJTcHNGKAFoo6UlACmkoooAWkNA6UGgBppBnNKTSd6APT/grqQs/GtvC7ALcxPCSfUjcP1UV9MV8j/Da5+z/EDQ8n5Wu1U/jxX1wOlIQnaqOrW/2rTLmLuYyR9RyKv0h5oY07O55PBIUmz/s065xKMjGcU25jaG/nizgo7L+RqLGEZs4zXCz2I6q5gXBbzCj4+U17N4aGPDenj/pgteK3xJuGBzgnFe3eHxt0CwHpbp/KtaG7ObGfCjTooorpPPCiiigAqKZBLBIhGQykY+oqWigDye2HlXDJtyASBmtJ3ItyTgfSqFyixaxMjkoVlZfY81blbcgH3VHI968+Ssz24O6TOP14BImJ7nir3wtshceIzOQCIUZ/x6D+dZ3iRuozxXV/CC22wajc47rGD+ZqqOsjTEy5cPJm/wDEu6+z+DpowcGaVI/qM5P8q8PavVfi7ehbbTbIH5mdpWHsBgfzNeUtWeLd52Pc4dp8uE5u7b/QKM0gNJXMe6OzSjpTKUGgB2aM+9NJozzQA7NIaKQ0ANY0w05uKjJ5oEwJ4pM0GkNMhsM000pOaQ9KohsTOKM0mKKBCNUDcGpz0qFxzTIkLG+Hzmuo8JziHU4iT8sh8s/j/wDXrkx1rZ0yXygHBwyMHB+hzTW5hWjz05R8mej3LBVkBOGHNc9ZWx1DX7a3Az5kqr+tbt+n7h5ASeAc+oPNQ+BbQ3Piy3btFukOfYf44rqgrs+Qqu0GztvGsISOzmA6MY/0yP5GufiPT0IrrPGUe7RA/dJVP55H9a5C0IdBzyBRWVpkYR3piXBwxU9qwL7AY8HJPU1sahIpwd2HFc/csXl3luKg6DgvHMpOq20G/cI4AcehZiT/ACrl62/Fs3m+JbnjGwImPooz+tYea7oqyR41R3k2L+NHFJmg1RId6KM0mTQAtKKbuNGTQAp702msxzSZNADj1optKOtAC0UUUAA6UtJRQAhpvenGmHrQBveEZ/s/i3R5s42XkRz/AMDFfZQr4isneOZJU+9GQw+oOa+0NJvo9T0mzvoiClxCkgx7jNIRdpDS0UAeaeILXy9fvBz8zBxj3ANZsiYhI9K3/FO1NeZjwDGpJrBnzIrbPlXPGfSuOa95nrUXeCOcnIaRsAnntXtvh/8A5AFh/wBe6fyrxWRAZWAPOa9l8Mtv8Nae2c/uFH5VpR6mGM2Rr0UUV0HAFFFFABRRRQB5frqNB4kvSr5XzAwB7EgE/wA6dkMm6RW3Huan8Uo0fiSUqBh1RufpULOxiBZuAOmK4aitJnr0XemjjfFDYBxjmvQ/hRbeT4TaXvLOx/AACvNvE7MWBI7969c+H0Qg8DaZgYLxlz9Sxq6C94rHytRS7s82+Jt00/i+WMn5YI0RR+G4/wA64s811fxEOfGl/wC2z/0Ba5SuStrUZ9hlcVHB00uyCiiisjvClFGKTGKAA0d6Q0UCFoNFFADG5qM9akbpURPNMmTEJpM0E0U7EBRSgZpCOaYmJRRRQIQ1E9SmmMMiglkHer1jLtnVTyrcEVSIwas2ozMlMyfkestH5+kQnOGMC59+Ks/D2FT4gmkHG2Bsj6kUzTB9q0KzYfeNuuffirfgSBrfxFdo3TySBnv8wrspfEfGYrRSOr8WJv8ADtz/ALJU/wDjwrgbd9hyc7ema9F8SAt4fvQOvl/1FebDATazfe6U6695GeCfuMTUW2R/MoOOQ31rnHVmmyBkE4ORW9eq4tFEhB+vrWGodJgM5GRxWR1PRXPL9ckMuvX7sckzvz+NUAK6688FanNeXE3lzKryu3z27DqTjk1CPA+o+WXkmgjUd2bn8hXoJM8STOXOKbXV/wDCGjHOooT0wIz/AI1NH4MhyfNumIH90cVXKxXRx1GK7dfBVu43JMxXIBz2qePwPA3Qg4OCGJ/MUcrQXOBwaXmvRk+H9tIeHUHoAc8VJe/DqCOzeWJxkKxzk8YFFgueZNuJpMV62ngDQjrRgKyCBEDMPMJ5KrgfmTS/8IZoBeeCKzO5XI8xiTgUWYXPIyMGivTG8NaTFaRtDGZQckvKuCfw9Kmi8NaWvmFoVzgEDHSmog2eWg0teuW3hzTWLLJaxnOcAL1qY+HdOjjXZBCCSdxbjn2o5RXPHsUgwehFevy6dLFGStvYOEbcsgIWQ8gnP5EfjWXJbyuGM+jpdZIO826MAO/3RS5RnmZ60xvrXp0LWyL5f/COBiO4twO+O/4U9oZ5Jsp4biU4xu8uNAPzBosB5lCp3A5xX1b8J70Xnw40vOd0AeFsj+6x6e2MV40toiKzX/kQ8ENHEBI7D69F/CvZ/hk6f8IiIIxtSGd1Vd2cA4YDP0NS0M7WiiikI4PxUN2veoWJePfmsa52qu1Tn1rY1Z1uNWuZl5XcEB9gMVg3iSRBmbGzsM1xz+Jnr0FaCMO4Ty7o5716n4JuRP4cjjxgwO0f9R/OvJJ5WaYljzXqHw9gePw88zjHnzMy+4AAz+hq6O5ljF7iOvooorpPNCiiigAooooA898Vxq3iYHnPkrnnr1qsypFCDjgjvVzxPj/hIJGDZIRR/u1WdTNaAAdO9cVX42etQ/ho8/8AFO7f7HOK9t8KR+X4S0gf9OkZ/NQa8d8SWzSQtIe2elezaAdvhXTSvUWURH/fArWh1Fj3eMUeI+ObgXHjPUnU5Al2fkAP6Vz1TXcrzXk0shy7yMzH1JJqIA151R3k2fd4Sn7OhCHZL8hKKdjNBGBUnQN3HNBpdvtRsoAbRTttG33FAWYzFFP2e4oMfoaBWZCxOCKiqwycVEUNMmUWMop+00m00xcogFGKXafWjaaYuUbmkp+yk280CsMOcdKac1LtprKPWgTiVn61PanEgPpUTKM8tTkIU8HNMxtZ3PY/DqFfD9hnr5Iq9bXK6ZrEV7tynKuB1wetZXhK4Nx4bts9Y8x/l0/nV+dC557V1Qdnc+PxFP35Rfdna6xLHceHLuWJw8bwFlYdCMV56kOWRu3pV+z1f7Ppd/pcrfK8ZaHPY55X+v51QRWkUAyEEdh2FaVWnY58NBw5kylqz8FVOVU4rFPMqHHXHGelbGpKkcWFIx/Os51JdHCg8jpWSOiWxfm1aRlZLhfLVQcnG4Hk/lWdcNC6Dc68nIJ9K0zJDOG2qPlJwD+XNVrm2S437guCxHPYV6kTw2YtzFHIN6FcDldp5qvbJKjqMkLjGM9eKtXekW42gA9znJGO1Qf2diXMdxIAvbPFWSaNlCwfPJ3DjnPNXwkpljBjOCazY4ruPa8M8cgHBVlx+VaiXN0g2takqUBZ1PX2FSxovKqptJA3N15pdQlMNk+3nK4yPSqNvco8mXWRSD0atC5t0uLc7HJUKehweeKQyupH/CQOSxwyRnbx12jmqJu0S9vW3n7+1cHnOcHH51NdO0fiN0cYYRLgHqOKxpJ0jvp4SoAEgbdjJOewoAlCu8SmaaSTjcGZAvHQADrjikmWVZMxsCdgGCO9Oit3FsSdxZYyx3OHIOTjOOgx2qu15HmHGH56Ac9KaEy5HLfrBhIlY5HTilju5sqJ7XoOo5FUP7SEQAJwQx4/nU6aojFkZlXI6/qKANJry0JAa3cMByQvX3pWulZdkLMA6g7QvJqnBqccLbXkTLc/NVtb5HcquCcHAHelYZC15ctKTbxtjGCwXH5A1XvTcpA3nXLZfI2k5z/9etCS7QQllDKo4LZxg1RkgubjRpb8uOGOYxjt0/xoGc8ApuiVcgL0PFes/Cq4d7XVIH/hljkH/AlI/wDZa8gtozM53qM+ue9elfCaUrrOrws3zPBDJtznABK1EgPWK5/XtX8kGztm/fMPnYfwD0+prXvrpLOymuH6RrnHqew/OuEUtLI8rnLyMWY+pNYzlZG9CnzO76Bt4zVS8RZI9rdKvEfLVO6O1MmuRnpxOXubdRMSFFeweG4Ft/DthGvQQKfz5rye6cM3SvVvDFwLnw7ZODyI9h+o4/pW9E5cZ8KNiiiitzzwooooAKKKKAPN/EMhk8SXabSVVlBPvtFLblgmDgDoKseKIfJ155AuBIiMT6npVSPb5QYDJ/lXFUXvHr0H+7RieKIyNNcgcdzivS/DDCbwlpZPRrOMH/vkCuOvbRbzT5o26suK6jwRIW8J2ULHL24MLfVSQP0xWtHqY4y7imeK67o8mnazd28SmSJJWCMOeM8Vk5HQ8H0Nd9r7FNZuruFS8bzMcKOV+btWbLa29zGWdFJPVsCnPBRk7p2PTw3EVWnFRnHmscoP0pDjnLD866RrEQ5820SYYG0gAH/9dV7u3s4owpt1Qg/eK9O/51H1B/zHU+J10h+JgmSNcZdR+NRi4hJ4kU/Q1pSrZSqSPKOedpGKrRWwDKVVAuRyverWXrqzCXFFT7MF95WFzCej5+gNL9oh9c/ga2beyG9X25UnHNXjb7VAeAHnGdvvR/Z8O5n/AKzV/wCRfic0J4yOM/lS70OevHtXbJp9vtJeFcqBjip20+0WIuYVI65xS+ox7jXEtbrBficA2CobnaTgHHU+lMkxGBvVlyeMg812skKfYLAxCMD7RKxDDjnGfpU2rpGJ7CMbDzk5HJ5/+vQsDHuU+JqvSCOA86LcFLfMecY5o8+Hs1dTeRqbs7Y7YqFxuwdxwx4X+pqslmqRyKsSMcZwP8af1CPcn/WWt/KjA8yMnG7n0pQyHoa34mjSTL2pOQDwODirP2u0D7PI2gHulDwC7jXEtXrBHM7SegJ/A0xz5Yy4K5/vAiu0thZSciQKrclt2AKlNrbO3M28A8fN2xR9RXcf+stX+RfecB9qg/57Ice9MN1b/wDPVfzrvpLSymZUeygxjn5FJ/lzVRItJjYqlhA8g5AwBR9Rj3JfEdZ7QRwz3Vtn/Wj8KtWcEt0Q0MbBO8jjao/E11snlxIpgsYYyeAwUev0rIUNcTtHK0jKvLfN0+lUsFHqzGef15KyikeheEY1TwxBjBO99xHchiM/pWpjcCR2rD8P3arosqbsCO4dR+OD/WrHh7U/tLX1nJgSwS9PVDyCPasJR5ZNIyhN1I873YT2zPcLtxhjjJ7etWWVVHlqwXH51Y+UOT1wCB9aidN43YORUyd2VFGJqQxbE5x83ftWbFOBEQT9MVd1UyMmduCODjvWbarukAb5VA3HPTAoiruw5Pli2ac0EbvkFhknleP896q332iLItpUIAwy/wCe9VhqLxBlc5feQCewqOecjMYUhixKkn3r1EeGymt1cHd5sTkDoVPX8KfbX0XmSeYsqBTjlae00ocquWG7DK1IkzJFtMZzyOvBGasg0Ybm1cp+++Y+var4cBGYSHsuAetZAMJEbGNRhSBgfe6U9oYmjwrMvoA/pUsaNm2mBcLIgK7vSpr2aOO0eYJllbOF6469Kx4YmVl2SEEfMQTzUk4keCWM5JdSM56ccUhi6jfQjVTNhmkMUbA+gI6VzVtMk2r3LRkszSbl3KflFTeJbs2ktuA3zGzjRsZJ6D8q5+wvbmKS5SEKTICm/PKjrmgDq59YjtrZorY28URkKy4O55DnOT6f/WquGtjaRvE4JJHQHPXuK5uyUSyQQja3mTOCTzu4AGR9a6a3sW8gBVHTIX0poBEtvOQhsY7cc4P+TTY9OhaYsBgE9c46f/qq4UxjYSN38QHWmncV3Y3c4I6cUxDTp2TvQjCjJJOevFWIg0IjjV93JPPBOakMrLFt2AGTGQaqqzxuMnqOKQG0bTTZtIleVHF1CQwVSfw4rG+3TQ2sqsA9sRuMW3O4k8jPbFOe4kWKSISyBpW3MVOM1QMwGY8kgdCen0pWGVVf96H27Nx4TsK7X4T3cX/CZ6hApJL2I5J6lX/+yriLmdFjAzg45zW38IpVPj/LZBe1kVf9rOD/AEqJDPYfFc+yzitl6zPk/Ref5kVzBcRR5JxW94pOby1HcRt/Mf4V594q1B7S3gSJsPLcRxr+LCuWo9T08LD93c63I8kGszUJQI9mOTyKuW8u+Ac5qjf/AH0zWTN0tTCuNpIAPPcV6L4ClL6E8Z/5ZzED8QDXnE2DM5HTNd78PXza3iZ6Oh/MH/CrpfEYYtXpnbUUUV0nmBRRRQAUUU1iFUk9ByaAOI8RsLjW2XPEaqv49f61XRBsIFR3EpubySYj77lqsRRtjPauKbvJs9inHlgkM5RT06dKraTqx0TWGEz7LO6+RyTwj4+Vv6H6+1WZhgYrG1q2E9hIpUEMMGqpuzJqRU42ZhW12ZtPRxJ5j5bkdRzTXV43S6tyo3jDoB8rH+hrG8Ozk2E9u5IeGZk/D0ras7lNxBGEVsHJyG/zmvRjqjyXo7FtLlZQSSFkHtVeaNZkcnOCckdsVI8EL7S6847np+VU9QWX94bW4X7uCpximIo3Wn25UHyxhjnOMe1Un02MuvlSMu0D7p4pVublSRLC7IM4I606C9gaR1cugAx8w9qogspbXSYMM6SFcZRhitOK7miCebaszNlSV6DFV45IJV3LOD7dK0Itw4WQgDJ6gikUiOO7hnkCs7r6bxitQx+dbYibk8fLz1rOSaNnIkjByud+M8960UjhCgoxQhd24GpYzN1JPKtLKNhz5rtwMZyaqatMi3sDyscFcAKec4FXtSdbzT7BjKoCSN8/+0OcVz2sytLe2oV1EYBJOen+cU4iZPGHSQqCqjytxUDLNhvX0qbJV5EcPnAPH6fyp1g9tbxo8k0qxbW/0dV+acg55wOgqrOf7Qu2liVokIxt67TnvTQMkjnUIhLDdk546dqnW9hkyHA68f4mshlw21w21XOSM9aY9pMqybHIDDoy+v8A+qmK5tuYvlZIkwRzgVPFFaFA3lkHqDngVh20FyqndIOp4zx9aktzdqzYeRvYngA0WC5vraWzJsHHPViTjj1pZY7OyUN5cYVe47fhVJMHdGjEZf5WduR61LqmmXlsEaVEEDLkMh3Fj6HNQyjP1a5cRJJIsih13KCMDH+PtWRE7b2ZJARxkg9c10erTwahpltArIrxAHJ7gDnH+Fc+rJbqwUZPPLDrmhPQZv8AhtpdQnNjDsjjuL1Yy2Pu5UZOO5rsJ/Ddloup7ra4nkumi2ysxAUL1xgd/wCVcJ4Mv5LbV2uDGzpFcwuVHVRgg16GZHuJZJ5Dl5GLMa4qrSbO+gpNLt/wRixgDt0oZcpjjFWI41K560kqfIWAHA6VznXzGFfRAocfnWZFAo8wDHKGtS8YspFZbKXSRMkZUgEdqunpJE1dabKptEkgK+WC2efb3rOntZY5cE52k9R71cjmurdQGQSjH3hUNxqKSfIyFGY5we9emeMVlgUK0pc7ymM+9PtYiVUSZypH3W496Z9qRpPL3KrAHhuMUQXdusgzIoyeD607k2Lk1uyqAdgViAuDx2oeAucZwecEGj7fbnCtKmScc81dW4tNyhpo/U89KQ0RJC6jb7DmrJIWMjJBznPWnGaBURg4OemDUe+CSRVLheOP/r1N0M5LxFunlml2Yl2RoW7gfdwB7EGsWLkMgiIDsFZsc9q63VbUeVcysAXVsAZ+8A6nj/vo1Fp2kxWd5LK0fIbgs3P1xUoZDb6dDZzB1+Vl+cn0z/nNWzPxgZG3g8e9WbmOOZwxJO0dCfvVnraO7/6wgE4IzWiEW45zHEgB344yakjZVjXdtG3kAdTVNdPn3lfM/DvRJDcbnPylAcYJwRTEa7rG5QrIp46E81UkjG4FtoG7Gc9apMlyccoT1A61IGuS+wIDjkCkA9Cp+bB6ce1QXKY2g4Bx29quMlxLF8sCK5b5jnjtVOW2nbeWwDyRzjB9aBmLqRRY3OMbgRiuk+HM0P8AwsnSGhyqtC6FW6giM1zV9B8kjSNlsbc1ofD+Qw/ELTJGHCTP+Ww1nIaPYddvVudYlAPyxfugfp1/WqOhaXbav4imS8gSe3itySjjI3Fhg/Xg1VLmTDPkPIS2D7nNdB4PWO0t9Rv5yI4y4Te3TCjn9TXItZHqVP3dCyK9/a21hfy29qnlxIF+XcTzj3rB1a5EaAg/Njit29KXM9zdxk+XI2RnrXD6rcGW6CDkciobuzakrRVxivnk16D8PbWZbW7u2BEUrKif7W3OT+uK4Swspb67gtYx88rhR7Z717VZ2sVlZxWsK4jiUKo+laUo63OfGVLR5F1LNFFFbnmhRRRQAlUtVm+z6ZcSA4IQgfU8f1q7XP8Aiq58uyigH3pXzj2HP88Um7IunHmkkctCSCAa1I2CLjsKzIDvcnPSnvceUrOxAA681x2PXZJPIHuo4+5yaZewgqUYYBFc9NrSRavp9wXHlGUwvz03dDXTXY3IXHOKS0YW0PL7S2+y6/rFqQT+8WRecdR/9atHygiylyyFjzjpjjH8qp6erXfjnUdz4QeWm0DLMxJwB6VqFvNeWGVQsyMSQRXpU37qPHqr33YopqDQKIz97eV3Z7UlxMeY/LIZixUnoff8astbJLEFCbjnnI6H1rOmtpVl+Zc4znOeOa0MrCvLIoIyWJPzIR/KkSVY2YNFzyegqNYWd/OMnzEdCe9LAkrodxIGc5Azn2xTAsRwQSRI2wAg5JB6VKkOYiIpZACO/ekaBkTbtJTJYHimCOQQbRlcgH0pDLKJcKhIk3t02kY4q4LiQffBAC8496oReaAN7E85469atwszYaU8nnmkwKV8NujmVlz5d6SDj7ykDvXJTX0UmoRyOAsW7HHoDzmun152k0qO23hB5+XOM7sjgfoa41ApmJVwkau34r0/nUxetiraXNe41WWTUswStFbpG2wA/fAXv9afpyzgiVZpPmTJ5I4PX6iqcdrPdSGSMhY9rRjjGF6c1v2Ma29rCmPmCHlh75FUncliR27MHPIxznoOf/1VOSJCONpznPrx0p3nrJIoMf3lwSvc0reX+7wwPzEkE1QkSQMWPBXjPvyfapZzHCq7CPlAyRxz3qGGNWlZ/LBxgkjucUrbm3MyqWyOv50DHwzJsZnBJPAHp/nFTX17JPZQRTLIzp0x0X/E1nqzJIy7c8djx9aDudWIBHcE0mhhcJHcRpkYVTuGepPesfVW+zwKynAzgAitB8puB5BzkEknNc94gnkZUUj5uMAGpeiBHR/DvdJquoZ5VoUJPvu4/nXozyC3tmdzhVUsT7CuM+HOmyW/26RwdrOqKW6kAZJ/Wt/xSl9dWTWGlxGa9uAVjjUgZA5PX2rz6msrI9bDq1NXN21kWS2Vx0YA/nUV0zLFlcfjVLSvPhiS1nhnR0QA74yoyB71fvE/0YgHmpsaddDAuWKkDs386ogHzDzg9asyuJJdvXB6VDwZT+NLqU9rBdae+7cn3Dzx6VlXNvtdtvJ6nI6+1bbXFwz/ACsuNo4+oqrJHMAC6KWPofevSTujxJKzMkWwGMKHbk52e3enpYQuSTEgGMjIznmtaC3ZAdsRbOTyaa0FyzgiFVXJ5LdqYin/AGfAgGIlwPUZqURxr/yyTpg/L1qzPGyKC0ihe+Kz3VJXBLOygdCcZoAtgRRxBgFXJxtx1NVprlo42CIc59KjmlihUbIjkdFFZGo3s+xghCJj8amwD/t0v2uXOduHGBjH3R/WruoXcct5KrOFbOQQK634f/D7TNS8Gw6hqayveXpaVZVkKlEPAAHTtnp3rmPFujNoetz2qnO354nI+8p/zj8KSYygskjthJSwHKAj86aouY5iCgYZ71nq04kQ5Vcnoa2rWYzKHeRc7sEY6n/CrEIt6YyhkDRg5+YDoRTjdwSSAg9eTxwam8tFlQ469R1pGtk3EFRtIOcDOBQIbOEDqY+cLmroKiEKGAIGeRVGOwjYZV8KjD72emasmAyGQhyPSmBY8tihyox9arXHkqo+XGAeCe9PjM8S5HKYIORnmq13lhnH1wOvFAzkNanCrKqjOWJ4rR8MQ7/GGlRQbjLPID854yQeM1Wv7Pcr7+AeM1o+CNr+PtFKjGLkfyrOZUXZ3PStee9soUeWweHaRH5h6ZPoe9W7bXNPu9BOlNZzxoiDDBwctnOfzqv4sstRvtRmkvFuRaQsfK2KSm3seOM/WsZbqGGFVg5x69a5JNp6HqwUakE5dOxraleC2sSqn5iMCuRjHmTFzz2FaTw32pMqiGR8dAiFv5V0OgeCZrkmXUBLbwr91MAO/wDgKmMW2XUqwgrtmj4G0UKDqswO45SEEdB3b+ldxUVvBHbQRwQqEjRQqqOwFTV0xVlY8mpNzlzMKKKKZAUV8/8A/DTX/Uo/+VL/AO1Uf8NNf9Sj/wCVL/7VQB9AVzPi23Jgt7lekTlW9g3f8xXkv/DTX/Uo/wDlS/8AtVVr79o4X1nLbt4T2+YuM/2jnH/kKlJXRdOXLJM7y3bazx4561S16ITWBUrnGDXmQ+NQDIw8PfMvf7b1H/fulvfjTFfWrwSeG8BhjIvv/tdc6py7HovE0n1PYPGfizw/4UtLYCxtJ9QuAohjSNRtB43k44HpViXB08EDkqMV8sXPiCS6vhcTJLIqkbFkm3EKDwM4/pXobfHHdCsZ8O9BjP232/651U4yfQypVaUL6nTeHrUx/EHUST8jCM7f7xOQP5da3/GNjCksE8c22eQEEevIwa8fj+KUsOvtqcWl7UdVV4TcZ3YORzt/pVzUfi//AGldmeXQgOgRftf3RnP9yt6d1a5yVZJybR2aXU1suJog5xy46VHNfQTKQPlLdhzXCyfFEv8A8wfHGBi66e/3KrS/EVJX3NowJHTNx0/8drZTRlY7cSoxRUAb0GOTTkIWUg5U8cZrgj4+hZw7aPlgwORc46dB92o28cwt/wAwpx9LrH/slHOhJM9PEilGQjK56E1NHAjQLwemAM15b/wn0f8A0Cnz2/0r2/3KnT4jRoqqdIkIB6fbDj/0ChzQz1T7OVQg8dCSTUbqNpIOecdcV5qnxPWNdo0dyvcG89/9yl/4WfHgD+xDj0N3/wDYVPMgO51G3cRRrlVYkOpHsQfz61y91pzfa2KmMbZ2Rt3ByTnp9DWfJ8UQ0exdHYJ/da7yOn+5XYaZcW99pQvtjJLOkU7fNuIJU5/UUr3Y76Ba6dFaac0KZZzyx3kBiO2KqztLGELqOv3QeRV1rhkDeYh24wGTn9KhluIxtZj8x4O4YrRaElZboqeFIU/pUqTrlpCo2jnn+VXIlidD90jORntmpJbaN4TsCls9MdcdqYWII78pIz8BCOO4OD6VJ9uWQsrKMdcjgYqL7FEWJSLIA6ZIxTY7WIvwPmJPXp+dMCdT50mIGUAgDjvSkFIwsijI5245pV0lF+87ZPTB7f5NSy6chClxI2Rt657UAZk8yKWIyAcZwOlcnr8rvKqL0TAGO9dtJYRqhXyzjgkGuWe1/tLxDa2iAkvKA3HYHP8ASom9CoK8keseHbdrPSbWNiWdYwXJ/vEZ/rSf29ZaP4qhur7eYooGA2DJDNgZ/LNXoR5USrIMcZyOmK8/1FZ9e8UvaQRyiDcqNMFyuOp57cV5yupXPaUFKNuh6fNrVvrt19ps2L28S7EYgjcepP0rK1a/8mA4xuxgVfSOHTtNWJFCLGoAA7CuO1SWS/vEhQ/eOTjsP/r0m7u4oxjBJIfaFgzSuQOD1qMTOXJUZJOFA9aknTCiJT7GnLEqkx7cseD/ALIq4Q53YmtVVONyZABJGGIJC4I9SKsMNyBlB4xmo7aDawDcntmrSxBXCtz8w/Ku5KyseS3d3FjU/MACRg06dN0O0DtnAqxCAi565B/lTTtw2euOtK4jHktjNH03LggAd6yrp44CUGGk9hwK2buSR1bZlU9e5rmriZBLtA9j9aaAfc3CW0Rbgu3JYn+Vcnf3skqlVHTPNad/J5pwTlc4qvpGnjUvEdlYgZSe4jiI9i3P6ZpCPpDwtaCw8LaXa5OY7WMHPrtBP865T4p6P9r060v41Akify2b/ZPT9f516CoCqABgDgCs7XrFdS0K8tSAS8RK57MOR+oqFuM+dJoniBBB471ZtIFmi+WV0JHzY4+lW5gGLRuAB2qpH+4m2Jgg9cjHFaiL4LeRHGwKlc8n19afEzKi5bBwee1S2482AiQYBPB96tpsEXlkBg3t2oERxIxLgDOKuJGuxjtHQZOe1OghUfMqjIHODU/kMM54U9MdOtAFIII0I5C479qhnVdpLAfL82BV+WJIxl2znt+FZ94CUY9PxoGc/qCF43PGSeKl8C2rjx/pRC/KJs5/A028OWAx+dbngGNT4705TjKiRsfRDUyGe7YqodLsWl81rO3Mn94xjNXKKzC4xEVF2ooUegGKfRRQAUUUUAFFFFAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXs+j6XqFh4f09ruCSGC6soXikxlZAykjHvhvrXjFfT/iHf/wAKW8GSKcKiaeX+nlYprcDiHkMI8t2ZiO3UEVPbvbXUDLI2TkY9aL6IecpKAowDj+tV4X8iQ7VBwc88fhW5BoraKiho1IXvt7/4UkZvIlXDBkB+8eo5qxbXUUriNWAJ5AHpUyOu0xvxjPbjIpDKMd1LbsvnJxjGV5qS2cmcMw6fNgirOwmM8K245JPUVMsKLsdI+WAz3zQA0To+0Nzk4BB5wRVny1aLfG5I3DvUJgTylJXa3SnC1ZFBjfIOCcdc0DKt5O22QkE8duDXEWuoz6R4jXUhGXWJidpPJU8cV293asR0AJGOtc5qNgiBiy5+apkroqLad0dNN4uOsSCztRLHO64UumccdsdTW1pSWel28UQOCACSx5Zu5Nct4BTf430liOkpP/jpr6Ba1gk5eGNj/tKDXLKj5nbHGySs0eWalqSupUEleuB3rLtoXjDTyD99IeB6DsK9NvvCWnXbeZDH9ll9Yx8p+q9PyqOy8HWMBZrwm7Y8DcNqgfQGo9i7lPFwavbU82kBjIYfeP3f8aLY5dgT83cmt3xnbRW2u7Y4wiiNCABgAYxx+VYlvFltw6jv+FdMIqKsjiqVHN3ZajwqjHoeccipsszDGQSKamxI8NgtgYyORUwQDDAADNXcgtwIRGobrRLjHTJpscmwhWPUGoJZMKwBOSOKkDL1S4OD8/ynjH0rkbt/MnYjr3xXQ6gGYDAyRmsaaHywWY9apAZUvMWfSus+FunreeNFmKhltonlB9D90H82rlJZElXIGEA/OvS/g1bb31a+wMfu4Vb82P8ASlID1mkIyMHpS0VAHhGuaeLbVru1YHMMzbT04zkfpWYYdxPG2RcY4613XxEsRb6zHdgYFxGMn/aXj+WK4pv3sqj0/irVbCJ7aSQ7DIOAfwq5HAGcAHHz4NNiVSijAB6GnJ+7YYySTQIuKpjBYpxv4PtirqL+7HPUd/WqO9xkK2Occ1cDbYgCDuxjigBs0SyMhI6AZ+tZmohfLbHHWtU528HB61lX2HB9D0oGc3NlpgSOO9dR8O4g3je3lC5Iifn0G01zdwg80sK6z4Z+W3is4PzrA5PH0FJ7DPZKKKKzAKKKKACiiigAooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+u/7OGp/ArS4QMumjWsyfVI1b+hr5Er7U8L/APJKdD/7AkH/AKIFCA8pgjW5s1Q4bGQDn8eKz5YGtZwVywB7jqKt6b/x6/iKdd9F+prfoQPCqyo6sqMOhI656in+UzSKo+8rZ471DY9F/wB6tN/+PlfoKBlby2QbHTDkN9D6VegQlBIDkAdOg60+fov+4P61YT/l4/3m/lQAwqSq4weccjtTCpQKAR2HrUkf3R+P8qhh+9F9DSYyKcgRt/eHC5rn9Rj3Idx5JrdufuH8axrr/WR/Q0IDW8B2jDxpp53fKrOQPopr3SvGPA3/ACOen/7kn/oBr2es5bjCiiipA8+8fxhdStJe7wMv5Nn+tc1aqSuSeK634hfesP8Agf8ASuTt/wDj2aqQFrZnI6YHpT2bIUjkD2py/wAX+6Kef+Pf86YDGDAfMcqeQaqTZJCgnAGOav8A/LEfhVS66/gP50AZNzEwcDPAz1rBvz5hIYhUXt6mukuev51zGqf69vqaaAx76cBCqDC9wK92+Ftitn4Jt5QQxuXaXOO2do/lXgVx3r6N+Hn/ACT/AEX/AK9x/M0pCOmoooqBnGfEW1MuiwXAGTDMAeOzcf0FeYSDyzgV6/43/wCRWuP9+P8A9CFeRT/eH0rSOwh9k/mKN4ORxV148ng8Hms+x+8frWv/AMs1+tMRL5flohPOe1WEwVBzuHrSnp/wE0yP/Ur/ALn9KGBI8RC5VgQfWsu7Xb8pIx1IFan/AC7D6msW8/1sn1pIZi3Jw7Y7Guv+FUGdfuJsAkW5BPfqK5C6/wBa1dv8KP8AkLX/AP1wH/oVD2Ger0UUVmAUUUUAFFFFABRRRQB//9k=", "path": "001264.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001265
Men Tshirts
{ "bytes": "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", "path": "001265.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001266
Men Tshirts
{ "bytes": "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", "path": "001266.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001267
Men Tshirts
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAKMAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDqaKKK1EFFFFABRRRQAUUUUAFFFFACUUUUAJRS0lABSUtGKACkpaKAEoxS4oxQMSlxRilxQAmKMU6koATFFLRQAlFOxRigBMUlOxSUAJilxRRmgApKWigBKWiigBKSlopgJRTsUlACUlOxRigBuKQ06m0AJSU6kNAhhpppxpDQA2m040lAxKSlooEJS0UUAFFFFABRRRQAUUUUAFFFFABRRRQBeooopAFFFFABRRRQAUUUUAFFFFABSUtFACUUtFACUUtFACUUtFAxKWilFACYpaKKAExRS0UAFGKSmmQAdaAH1S1DVLfTYGkl3MR/AuMn86fZXi3lnHOmMOua828f6ol3qKWsVxvaIEMigjafrnk1MpWVxpXdjqP+E+0lonYJOHXI2MoBJ9OtcfqPxI1fdi1EEQ7nZk/zrkcurfNkg9zUEoMjug+8BuHvisuds0cUjrE+I+vSQlGlgLevkgGqMXjbV4bkym8mG7huAePoeDXNKwVwQeG5Ge1TzJuTIHJGaG2C20PXPCnjOLULbyNQmjSdcBJTwJPY+hrsVYFQQcg9CO9fPOlzeXKob7p+Vge9dFYeKtQ0C5QRyNJbZ5hY5Vh3+h+lVGdtGJwuro9lorE0DxJb+IIfMt4nXbxIGx8h9Pf1rcrW9zMSiiimAUUUUgCiikpgBppFONJQITFNNPppoGNIphp5ppoEMNJTjTaAEooooAKKKKACiiigAooooAKKKKACiiigAooooAvUUUUgCiiigAooooAKKKKACiiigAooooAKKKXFACUtFFAwooooASloooAKSlooASilpKAEfJU461z+syyLpbTRPtZM/wDAvWuhPSuF8UamLXSGViA7Eoo9STnP0xipm7IqO5iXfiltM0kQ2JZLsqNsqMflz1yOhrhnlkIaaRmZ5GLMx6t6mpZ5S8g5qpcS+ZMVGdq4UD2FYpt7mkrLY1EnjcKsgGSOTUU8IjCyj70ZwT6qeOaorIQiDv0/DNXEkZ98Z6OhB/OkO90Z8Ue9jjsc49hWjLbstqGIPHH6ZqBUCS7OgY8n0Her3nfaEdW4DcD8f/rU2TFaFWwiDyvu4GAfxzV5trh4JgGHY+4qpI/lhwox5jEnHYDGKieZiwJ6kCkyk7F7TdVvvD1/9ospB6MrDIYejCvYPD/imx8QWayQuI5xgSwMeVP9R6GvE3kDKG9sGmwSvay+ZEcMevPDD3q4yaIlHsfRPU0tcj4C1+XV9Nkt7py1xbt8rMcsyHpn1x0z9K66tk7ozYUUUUwEopaSgBKKWkoASkNKaaaAENNpxppoENNIaWkNACUlLSUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAXqKKKQBRRRQAUUUUAFFFFABRRRQAUtJS0AFFFFABRRRQAUUUUDCiiigApKWjFACUU6koAa3T615F45mf7fHA2P3Ue3p15PJ9/wDCvXZCwQlQCw6AnGa8R8XXJbxHdCRiTIQxRuSh7jI69OoqKmxcHZnOZLOV9sZqzDp81xJ8qHJ5OBmtvRtCN4izbCVPTvmu80nw7FFjcgJ/l7CuaU0jeNLm1Z51b+Fr+d0CRdeme1dLp3w/1CRiXVQAOTmvU7DTIIwvyDNbUVsijAUVn7Rs3VKKPEpvh5qCsz+WSOnAqex+H97OQsiiNfU17ctspHKipFtEHRRT5mL2cTycfDSAJtZyzHqcVXuvhzAsTAE59e9evtahRnFULmJSDkVLk0UoRfQ8Fv8AwVdWqtsO4VyLo8EzQyrtI6e3tX0Ve2iOhBWvL/HWhCPN5HHnH3iPT1rSFS7szKpSsrowPCepPp+u2kqyFU8wBuOq9x+Ve6AggEHIPQ1862En2e9iI6bxkH619B2MjSWULMCGKDIIxXVA42WKKKK0EFJS0lIApKWkNMBDSGlNNNADaQ0ppDQIaaaacaaaACkoNFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAF6iiikAUUUUAFFFFABRRRQAUUUUAKKKSloAKKKKACiiigAopaSgYUUUUALRQKKACikpaAKOrzPb6VczITuSMkbeua+fpjJcXTySEu7sSWPc19FTxLPBJC4yrqVI9Qa8FksJIdfls2XayTsm305rOZUT1Dw5ZpBpNtwPuA10Ft8rgdqydNIjsoY/7gArXtRlwa8+T1PSitDcteea1osbRWTbfLjFakbnFJMbLa89qUEiokY4pCxzV3JsSuTt4rPnG4cirTN8vWqUrj+9SY1oZlylYWpWcd5aywuoZXUjFdJMoIrHlG2QipQ2eC3tmbK/aM8bHIzXuulMH0y2dW3Bo1IP4V5p4300JeeegIDdsV3ng+Zp/Cenu33hGVP4EivQpO6POqRszcooorUzEooNFACUhpaDTAaabTjSUANNMNPNNNAhpptONNNACUUGigAooooAKKKKACiiigAooooAKKKKACiiigC9RRRSAKKKKACiiigAooooAKKKKAFooooAKKWigAooooAKKKKBiUUtLigBKSlxS0AJRRRQAleU+KrEWnjh5V4EwWYH3I5/UV6vXA/EKErqOmXAH3laPP0IP9aiovdKhuaVhIXhQ/jW1bTpHuZ2AUdzWBpDiWyV/bH0ouo7m+u1s4HCgj5iT+tee1dnop6HTP4hsoFA8zJqKLx3p4mEIZvQtjoaw7jw5psSotzeXM0xHCRnbn8ucfjVFdNson/wBF+yjH8LT7m/nTSiHvHqFnqsV35exgVYdQauysPKJX06153pWoPYXMcMsRRTwpHSu4+2I9puHpSuOzOf13XLyKELbMVfHJAzXK22p+JLmYiONpFzyXwuK2NRm8wTTyv5cKtsAH3mPpXOajqv8AYt4baXSV3hN7B5AG6Zx35xzjr19K0ipPZEScY/Ezd/tLV7XY89pMqj72QWGPwq7Bfx32XTg9x6VR0zW5UnihKyKZFDGCXrgjgq3Rh7VrSWkYuBcQrt3jDgdKl9mUtro5Pxjbh7Y7jjIzWv4LP/FK2gznaXGc5/iNUfGG1bOHcOCxGM4rQ8GxhPC1pjPzl2592NdOH2OSvubtFLikroOcKSlNJTEJRRRQMQ02nGkoAaaYaeaaaBDDSGnGm0ANopaSgAooooAKKKKACiiigAooooAKKKKACiiigC9RRRSAKKKKACiiigAooooAKKKWgAooooAWiiigApaKSgBaKKKBhRSUtABRRRQAUlLRQAlcv48tfO0FJx1t51b8D8v9RXU1j6+n27S7rT4hulkTjkAA5BH8qmbSjqVCLk9Dm/CkrT2ro2MqeQK6O3tTHK8y8ueBx0Fc34OiaE3kUqlJEk2sp7cV3VnGHG2vOqb6Ho09kcjd20s+rN56SvasuHWM4ZvQZ9B6d6oaN4bl0/UxcTW0c1sCWEcigFsgjknPYjj29ck+kvp0bHdt5qGW1RQOMn3pwquOiHOkpas5gWDW6BWk+QtvSAMWWP6E811lrHmzUf7NYtxHh2z1rd07LWak9MVN7stKyMh7ONpd5DBgSQynBUng1XuvDMWp3K3F2GnkUALJJjPHuK1QAkzDtuyK17eNSgxTU3HYlwT3OZXw+hvFnbczr0JPQVrpahIyDWwIAoziq1wAFOKhtvcrocD41tS+j+ag+aGVW4HbpWjoUTWWg2UEylGWMA7uOTzj9adrbK9lMrdMZrRmtBdxrNIc5QMmP4TkdK2hUcFoYujGcveCkpcY49KSvQR5z0dgpKWkpiCkpaDQMSmmlxSGgQ00004000ANNNNPNNNADTSUppKACikpaACiiigAooooAKKKKACiiigAooooAvUUUUgCiiigAooooAKKKKAClpKWgAooooAWiiigAooooGFFFFABRRRQAUUUUALRSUUAFY91Cf7QeRfvcf1rYqrcIqzJJjPDfjxWGIjeNzpws1Gdn1OZgnWHxJfREbWlCSYxjnbg/wAq63TJBxXG6lEo1S01Bfl3KVbjqQen610Wm3CsMg1xNaHWnZ2Otj+dc9qhmQcmo7af5MVLI6+WzNjjpUGlzn754ojLLLIiInBZ2AH5mtbSrqGawUxlWUjgqciuR1mJrhpEdVkjLA7HXIJ9amsI2061KW4MUO3hF6YHcelWhaGjba9p17q09lHI7SxEqWEbbMjqA2ME10tkSUDe1cvNbKioQzBThtnb/wCvWxZ6kYwqvjOACBQwubrSAJWZdS7gQKsmdXQMp4IzWTeXiorsCM4qLNsHJI5bxPOYrVkX7zHGK6iGTNqtu/8AroduT64wK4vU2e7vIUOTukTp/vDiuyMTRzySuRvcfdXkKM+ta20SIi9WyOiikr0keWwpKWigQlJSmkpgFIaKSgYhpppxppoENNMNONNNACUlLSUAJRRRQAtFJS0AFFFFABRRRQAUUUUAFFFFAF6iiikAUUUUAFFFFABRRRQAUtJS0AFFFFAC0UUUAFFFFAwooooAKKMUUAFFFFABRRRQAVDdIWgJGMqc8/rU9IRkEeopSV00VGXLJM5zVbNY9NJjBG1hJtznHr+lUbGd4iCGPtg9q6WWKWQeX5Q54LE/LiuY8lre6mtCQTExGfUdq4HCUVqjvc4yejOp0/UDIMnt19qmubppUbYenSuXtJ3gn8pj1IAyeordh3PHxwSflOO9Q0NMrRoZpCzH5V+9k4qzBLZOoha6iWQeoIB9eay7vT79XxNcBrcH7kS7c/U96db6TaSRZ+zvuB67zn+dVFG8IJrU0pNT0uMrF5jvsPDkdevr9adFcWsjkw3KsTgHsfyqrFptrHAwFpHv7Fhk0tpoFsbsXE1ui4OQMUOKQTjFGxHI8OMHKN05rH1KVllKlhy3VvStSSRIyqqQI1yee1c/qU6eedy7gCDnpkdqSRzt9BlrCH1awDvuHnDJ+nI/lXYXEimMjPzHgCuS00C61UZO5YVLFeoBIwP1JroQqr90AV0U6V7SMp1lFONtQoNFFdZxCUUUUgEpKWkoAKbS0hpgJTDTzTTQAw0004000AJSUtIaAEooooAKWkooAWiiigAooooAKKKKACiiigC9RRRSAKKKKACiiigAooooAKWiigAooooAWikooGLSZoooAWiiigAooooAKWkooAKWkpaACkpaSgBcVxesP5d9LcAHAkIfHp612g6iuQuk80ynGQXbPHvXPiXojow61ZSN00jnHbBBHU+9bNjd+aY2V2CAADHc1ytxG9m5cf6vjJ7gf4VoabfLEBHjJBzzj9K50k0bNtHbpidSueeufSqN9DdRnyY5eSc/KBnFQ2t+EVQmMnGcHJrWtPLl3Svhs8dazcTWMzIjguUu0aSacZxkHoa3X/c26smGyM5zUj+QItu8L0AOaw7+9EciRR7nDHBA5A6VSjcTlYbqd2YY9yyO2f7ozgGuQ1LUv3xYMTkKFAOc9qk1nUGglZS5ABJwHzj1qtoti9xMt5cAnj92rduOTWtlFGN3JnWeF4Xit5mlAEsm0kDsOeK36ytK+WV1/wBj+tatdNF3gjnrK0xKKWkrQyEpKWkNACGiiigBKQ0tNNMBKaadTTQA00008000ANNIaU0lACUUUUAFFFFAC0UlLQAUUUUAFFFFABRRRQBeooopAFFFFABRRRQAUUUUALRSUUALRRRQAUUUUDCiiigAooooAKWkooAWiiigBaKTNY2t+KNM0KItdTqZMcRKcsfwqJVIx3ZUYOWxs1Uu9V06wljivL63t5JPuLLIFLfnXmGofFC+uSY7G3ECnozHJ/SuEvria6uWnuJGllc5Z3OSamNRy6WCUUutz2rVPiFomnkrFMLlx/cPFRwyebHuP8XzfnzXk+i6JNqUyuyMtqD8zHjd7CvVbMgwp7ACuWs3fV3OzDrS9rEVxB7/AC/SsWS3ktmzESVPIB7V1DxZQjGaz5rY5JBGO+e9ZRdjWUblCz1hoJDHLnB9QePrWrbeIYolCq2EA4Ge/p+PNUjaRuwVkBHuKlXRLWT71uvXmm5CULD5/FUTZBm+TI69fWspdcEjuYgX3AKigkkcda1E0OzUBhbRE+pXNKtgAp+VQc8BRgU1JLYHFvcyLawlv7sSXH3R91Cc+/PrzXX2tn5UYyOT3qLTrEIRlQWx+la5jwuT2HHtSlJsFGxjahrcHh6E39zHI8WRGQmMjJ4/lVe3+JXh2YgSTTQknHzxHA/EVF4q0/8AtbTJLMNsZsFWPQMORn2rx25tp7W4eCZCkqHDIetb0W7WTOaurO7R9H2l5bX0ImtZ45oz0ZGyKmr5xs7++0t/MtbiW3b1jfH511+j/EvVLUhNQVbyL+9wrj+hrfnkt1f0MbRezsevGkNYWjeLtJ1shIJ9k2P9VJ8rf/XrdyCKqFSMtmTKDjuJSUtJVkiUhpaSmAlNNOppoAQ0004000ANNIaU000AFFFJQAUtJS0AFLSUooAKKKKACiiigAooooAvUUUUgCiiigAooooAKKKKACiiigApaSigYtFJRQAtFJRQAtFJRQAtFGaQkAZPAFGwC1z3iDxlpmgZjkfzrrHEEZ5H1PauO8TfEa5knnstJ2wxKSn2nqze6+g9687lmZ5Wd3LOxySxySfU1g5yntovx/4BpaMd9WdRq/j7WtTZgs/2SE8COHg49261ycs7SOXcszHkknJNIBuPNOAVTyKUYRWqRMpyluxYg2dzdT0FbWhWVvfapHHcKGGCyqehIrIBBPWrNpcvaXUVxHjfGwYZ6HFU1dWCLSabPXotLCwgooAxwAOlNtQY5WQjgGtnRrqDUdKt7iEjy5Ywy+x7g+4PFZtx+7v2UDAJrz3e+p6aaa0LyRh8Zoks9wPFS2/AFaEUYYdKQznDblJMMB+VWo4GUDHTHpWncWOSCFzzTUgKNn1pgVDHnAA7jtTjbDCjpgYq8sRNTR2uSCaEDRFBbiNRgYpZelXWQKtVJqBGVPEJLhFxXAePzaxNbW4iRrrli+OVX6+9d9d3KWxMrsFVQSSe1eM63qj6tq892c4dvkB7KOlb0YtyuYV52jYoEAghuQaqspibKklfQ1ZYhRyaZ87jrtFdZwiRSsGWSMsGBypU8g12+g/Ee8sVWHUE+0xDguDhx9fWuGaIj7rDNMaYsfnBDdMjvWcoKTTe/cuM3HRH0Zp2pWuq2aXVpKskbdwensas1538LoporW6lbPlTSBVz3Kryf1Ar0TNVQqc6aetnYKkOWz76iUhopDW5mBppNKaSgBDTTSmkNADTSUppKACkoooAKKKKAFoFFFAC0UUUAFFFFABRRRQBeooopAFFFFABRRRQAUUUUAFFFFABRSUUAFGaKKBi0UlFAC0UlFAC1T1aB7nR7yCNtjyQsob0yKt0kjIsbGQgJjkn0qKmsHfsVD4kz5xvtPu9PuDBcRGOQcc9D7g9xVdU2nkc167frPI7ww28Vxa5+VbhAcj6Vz114ctpdxbTprY+trJkf98t/iK8mlmUfhqLXyZ6E8vlvTf3nD80v1710M3hkgnybxPpcRNGfzGRVSTQtUi5SAzAfxQOJP5HP6V2xxNKW0v0OWWFqx3iYxXHSlVvWp5EdZCsqsHHVXGD+VRmPPtW97mHKdN4S8VNoczwzbnspjllHVG/vD+o713CX0N9Mk0MiurjKsp4IryBY2yBkD3Jre0T7RZyiVL6BVzym7IP1ORj61jVgnqb0qrWnQ9is1LKK0ogVHNY3hvU7TUoNsc8LzLwyo4NdAFA4rjasdqdx4XcKY0XPSp4xxgU4xMelAysseDVhVAFL5JHJpXyqUwZXlOeKoXDbRk1eA3nJrlvF/iiz0CAwgrLfOPkhB5Hu3oKqMW3ZESkkrs5Px7rXlRGxjb5pR83sv8A9evO87V3Hqa2mFvfTS3mq3yyTPyEiJ4/HGPwFZ8y2m8mNZT6F2H+FdcFZWOGo3J3Kigk7m/Kn8n6Vfs9H1G+/wCPTT7iUeqxnH5nite18A63dHM6xWq/9NZBn8lzUVMTRp/HJL5jhh6s/hizmlTccDH4sB/OtTQ/DN3rl7sRdlvG372fqqD2PQn2rrLPwNo9i4e/vHu5B/yyiG0H8sn+VdFmU2yWtnCtnaoMKAozj2HQfzrzMVm0bctH73t/wTvoZdK96n3FvTIYLGW1tLVNkESlEHc+p9z61u1y8doInEm92kH8bHJrVt9QZSFn5H97vWeWY+nTvTqPd3uaY3CTm1OHRbGlSUgZXXcpBB7iivo01JXR4zVnZgaaaWkNMQhpppaQ0AIabSmkoAKKKKACiiigBaKKKAFooooAKKKKACiiigC9RRRSAKKKKACiiigAooooAKSiigAoopKBi0lFJQAuaKSigBaWm1Uub5YspHhn/QVjXr06EeabsjSnSnVlyxRYmuI4F3O2PQdzWPdXMl03Iwg6CmMzSPvkYs3vSZPavlcbmlSv7sdI/wBbnu4bBQpe9LVkZUDtQFHephGT1pwirynI7kQGBH+8oI9xVeTSLSU5MKhvUcGtIJinbeKFVktmMyJNFWVdjssyf3LhBIP15FUJ/BWmXA/49PJb+9bysv6NkV04FPUYrWGMrQ2k0ROjTn8Suef3Hw8C/wDHveT/AEeJW/kw/lWTceCtShztKSD3VlP6jH616wKO1dVPOcRHd3OWWX0ZdLHix0nVLOcMkEqyLyGibkfQjmtePxz4psI0iN0SFPWeAFsehJFenuiMPmUN7EA1g+IbO3Om3BWFA3lnkDGOK7qGcOpJRnBHPPL1FNwk0dJ4Z8VWGq2Nq0t3bx3cqDfDu2kP3Az1rq0APPFeUeC5B/YVuCM4DD8mNdOspXu4+hor5kqVSUOTZ9y6WFc4KXNujrpmC8muD8VePJNL1FNM0vT1vrsqGfLHC57ALyTx+FXJp28phuY5Hc1wFvHHd+OrgSLuRYjwT7D/ABq8PmCq8z5fhTZNbDuHKr7uxavNX8b6kDvli0yE/wAIkSH9SS1ZC+FlnlMl7rKvIxy32eF5mP8AwI4FeixWFkiDZaxg49BVlYYlxiNB+Fck85qbR09P+Dc2WAp/au/U4S08K6SpB+x6ldn/AKaOsQ/Ic/rXRafpNvZ/Nb6TZ2zf3mO9vz5Nbe0DtxSYrhq4+rV0k397/wCGOinh6cPhiiDbOw+e4P0RQAPzzUZtYz98F/8AeYmrWKTFcvPI2K4hRBhUCj2FBTipyKaV7UXArsKaRVgpTGiq0xDIZpIGypyO49a0obmOYcHDf3TWWyMKbyDnkGvTweY1aGm8exxYjBwra7M26Q1QgviPll5/2qvBgw3KQQe4r6nDYuliI3i9e3U8Oth50XaSCkNKaSuowGmkpTSUAJRRRQAtFFFAC0UUUALRRRQAUUUUAFFFFAF6iiikAUUUUAFFFFABRRRQAlFFJQAUlLSUDCikooAWgmkrMv7wkmGM8dz61zYrFQw1Pml8jahRlWlyoW7vi5McJwO7etVQuB6mkiTuasKmTXxeKxU68+abPo6FCNKPLEhEZNSrCMVOqc08LXG5G9iIRAU4JUwHFBFTcCArSY5qUj2pMcUrjGYxRjPenYGaMUXAbigjFO5oIpgMNZHiD/kD3J/6ZN/Ktkis3W4i2j3WBz5TfyrfDu1SPqRU+FmP4JX/AIkMX1f/ANCrpcc1zngQbvD698SOP1/+vXT7etbY5/7RL1Znhv4UfREUi5Q59K4PS+fHt4P9lh/6DXoDL8vSuE0gbviDfDHQN/7LW+AfuVP8LMsT8UPU7odKcPxoC04L9a8xnWGKDS4o5JpANxR2p2PagCgBmKCOcU7GKXFO4DNtBSn4paLgQmPPao2iBq1imkU1IRQeLByKIpXgbK9O6+tWnXIqs681vSrShJSi7NETpxmuWS0NCKVZk3KfqPSnVnWu5JiR0xk1oAggEdDX2OXY9YmFpfEv6ufPYvC+wlpswpKU0lekcYlFLRQAUUUUALRRRQAtFFFABRRRQAUUUUAXqKKKQBRRRQAUUUUAFBopDQAUlLSUAJSUtJQMSig0lAEVzL5UJI+8eBWYUEhU/wAQ/UVZu33z7B0T+dQgYIxXx+bYn2tZxW0dP8z38BR5KfM92OVMVKgoQZ5HSpAMV4rZ6I4CnAc0mKeRxUAAH60EU7HzAUN1pARkU3FSEU3oaAGEUmKcaTFMBuKXFOxQBQA3bVbUIvM0+4T1jYfpVzGKjnXMLj1Bq4StJMUtjk/h6wOhzJ3Wc/yFdaFrjfh8xW31GL+7OOPw/wDrV2oB/GuvMdMTL+uhjhX+5QwrxXB6KufiJqPB4D/+y13x6Zrg9Cbb8RNRB6kSfzWtMB/Dq/4SMT8UPX9DuwvFLindqPrXm3OoZg0n4U44oxQA2iloxTuAlFLRzQAUtApRigBuM0h64p+KaetCAYwqCRasGomXLYq0xDYk2oW/vcCno21sHoaXgnA6CkYZFdWFxMqFVTj0Ma9JVYOLJjSU1G3KD3706vvac1Uipx2Z8vKLjJxfQKKKKskKKKKAFooooAWiiigAooooAKKKKAL1FFFIAooooAKKKKACkpaSgApDSmmmgBDSUtNNAwppbapY9AM0tQXTbbWQ+oxWdafJBy7IqnHmko9yihLEsepOamxxUMfSpwcivz6rJuV2fVwVlZCxthtp6Gp8VXYdxU0MgYc/jWMu5ZKBQ5/dk+lKBTJziCT/AHSagCXOZwB/dNNJ5qKGTdcSH+6Av9akzwaLWADSUpzSUANxRinCjFADfwpcd6WlxQAmKbIuUI9RUn4U1uhpx3BnDeA+L/V0zwJRj82ruAK4fwWNniLWYu2/P/jzV3WK7sy/3hvul+SObC/w0vX82NPSuC0sY+Jl7jvv/kK749OTXA+H/wB78QtTkP8AD5n8wKvAaU6r/uk4n4oLzO+Ao70vekIzXmnWNpKdik70AJ3opcUUwG/hS0Yo7UAFOFNFLQAppp70jts56UpNADCOKj3dcU+Vtqe56VGowKpbCHAcUntRnikJpoGLEfmYfjUtV4j+/A9QasV9vk83LCxv0uj5zHx5az8wooor1DiCiiigBaKKKAFooooAKKKKACiiigC9RRRSAKKKKACiiigApKWkoAQ0hpTTTQAhpppTTTQMDVW/P+in3YVZNU9RP+jD/eFcuNdsPP0Zthv4sfUrRngVODVaI1ODkV8FLc+oRJuphYxtuH3e4pCSKQtkVJReRw6gjpUd0+IZATxsP8qpxym3PzcxE9fQ0t9P5du7dV2kg/0pKPvAS2jfJK+fvSE/h0/pVlSMVn2r/wCiw8/eG78+auxniiS1YiXrR1pAacKgBaKUUuBSGNxS0v4UpFADaRhxT8UjDigRwPhX5PGmsqeuW/8AQ67zHFcHof7r4i6nH2YMf1U13uPpXoZl/Ei+8V+RzYX4GvN/mNPSuB8MH/iu9W/7af8AoQrvmzjiuB8L8eN9Xz1+f/0MVWB/g1fT9RYj44ev6HfYoxxSilxXmnUNxSAHHrTsCjFAxvY0lOIowKAGY7GjFOpKYDSKTOKcaaTQIiufmhdQfvKQPrjikhl8yIP60ydwoBPTNULW5H2JOceZlz/spn+Z4FbKF4gaDOHbPbHFG6q6s3cAMeSvpT8k0rDJM5ozxSCkJoEwjP78fjVmq0X+vH0NWa+yyVWw3zf6Hz2Yv998haSiivXOAKWkpaAFooooAWiiigAooooAKKKKAL1FFFIAooooAKKKKACkpTSUAIaaaU000ANNNNONNJoGJVLUj+5QerVcJqhqByY1+prhzGXLhpv+tzpwavXiVozVhTmoFFTpXw8z6VD8ZpjId2AcN296mApSm9cVnexZV4DYbEbHj5uVb2NVbxJIbaSNwfIYYz18s+o9RWjw3ySgA9N3UGmvAVjZVPykfdPI/wDrVpCdmBmWE7NaW2/G4RgHHqOK1I5MiufgP2ZmgJ4jc4H+yeR/WteOXkL7VpWjrdEGkpFSg1TSWrCtkda5Whk2aXIpgPpTgeakB3fOKU00EA0vWgBaQj5aXsaRulAHn1h8vxNu+CMq38lrv8V5/bn/AIuZOf8AYb/0EV6COlejmO8P8KObC7T9WMb7p+lcD4X/AOR01c4/v/8AoYrvpDhD9K4Hwid/ivV37/N/6HTwX8Gq/JfmFf8AiQ9f0O/HNLTUOadnmvNOkXFJiloNACfhSUuaQnFAxuKQ9aUkYpjNxTEBNRO4HNDvgdao3MwUMueSuR71pGN2JlTV7nZblAfnYlFAPJ4/wpbG3Z4VlYhUGOfX6ew6D86zuL68yfmVCencn/8AUK6CKIBAXxx0HYf4101H7OCj1CKvqIkeRwuE7D19zUir1/nT9ueTwOwo/Dj0rl5rliHpUbGpDUb9KpEsS3/1/wCBq3VSHidfxFW6+yyV3w9vN/ofPZiv33yCiiivXOAWiiigBaKKKAFooooAKKKKACiiigC9RRRSAKKKKACiiigANJQaDQA00004000DGGmmnGmGgBDWfdndcAei1fNZz/PcOffFeRnNTlw/L3Z35dG9W/ZCKKmWmAVIor45s+gRIOlOAx0600U+s2NC4DfeFNwAD6U73pKRRzGs4t5xN0B+Vvp/+urUUn78j8aZ4jg8yzkIHO01VtZN8wOesYP6V6CXNSTM+psJJz1q3G/Q+tZKucVfQ8KK55xA0FJPNSA881EvAqRRXOxjsk1IDmmfjThSAeOhprcClz70jDikB53bHHxMuQ3dWA/75FehHpXnuAfidLjspz/3xXoI+6K9LMN6f+FHNhft+rGSn901cD4KOfEOqn1J/wDQjXezkCFyfSuC8AjzNS1KU9Sw7e7GnhP92rPyX5irfxoL1/I75OtPbg96jGA1SkcV5p1CAmnZyKYQQO9OTnNAxM5NNPX3ocbSDQ3rQAxjjvUDvjvTnOGNVLmQqSK0jG4iOecKK5jXL25FzawwttWSNssOvWtycbo9+a57Utr3doP4lVs/TIr0cJFKWpnO7RsaPCERRjiugQggYrIsMLGvbNaSNXJXfNJs2irInPrTe1KDkUGudAIajYVIetMNaIhkQO2RW9DV2qbDIq1G25FPqK+nyGrpKn8zxszhrGY6iiivojyRaKKKAFooooAUUUCigAooooAKKKKAL1FFFIAooooAKKKKAENIaWkNACGmGnGmmgYw0w040w0AIxwCfSqEYyM+vNW5mxE59qrxY2Cvm8+nrCPqevlcdJSHAe1PAoAp4FfMtnsCYFO6UYoqSkFH4cUHpRzgUhmXrAH2VvpXO6VKZDkfwxAfrj+ldFrH/Hs3PauU8N7mtJZG6NKwX6An+ua9PDr9xJ+hlJ++kdDHzir8PMgqnF2q9bDMma5ZsZd7CpV4qLuBUg7VzMY8daeKjzzTxSAdig/Sg0yR9sbE0IDz23IHxJumbaoAYAsepKDAHv1r0IHKgj0ryWG5abxal6f9W+oKA2e2dterW5/cgenFetmtJw9nf+VfgceCmpc9u7Fn5hfp0rgvAR8vVtTh7Bv5FhXey/6pvpXAeDf3finVIwOAx/8AQzWeD1w9ZeS/Mut/Fg/N/kd+3BqUYI60xx7U9eleYdQw+lCnmldaZyDTAe4yPekHK0pP6imDigRXnGHqrOu9Qe9XLjkCqzfdrWIig6gxstcfctKfEOyRSI0jGT+P+fyrsrk7QSBXDazdldbVfVVH6mvUwScm0uxjUaVmzsLJ9yAjitKMnFY2nuBEufmbH3RWrGxOM8ewrirKzOlbFtTnin5qNe1SDpXMDAjNMIqTFNIqrksjIqS3PyEehph6Uy2uIjdSW3mL5wUSbM87c4zXs5JJrEpd0zz8xjeky3RS0lfYnz4tFJS0ALRRRQAoooFFABRRRQAUUUUAXqKKKQBRRRQAUUUUAJSUtIaAGmmGnmmGgYw0w040w0AQXB/cP9KhjOAKXUbiG0sJp55BHEi5Zj0HNZEPiXRZDtGpW4Pu2P5181ndGpOpFxTeh7GXTjGDTfU3F681IKr288Nwm+GVJF9UYMP0qwB6V83KMo6M9dSuKaKWkGKzKEoNKcZpD3oGYeuPstpDnopNYOhkf2bAB2X9a1fE0mywuCOojNYvh5GTS4mbvnA9q9ajH/Zm/Mwk/wB5byOktxwTWjar8ucdaz4flhHqa04BhAK4KhZLn5uvapRwRUK/eNSqen0rFjH5+animfx04VIDz26UjIJEKnoRS0UhnNWvgzT7XVhfgMzBtyqTwG9cV0aoqLgU/tQRxWlWtUqtObvYmMIx+FWK9y22FjXnHh+5K6pZ3AOGuLu5RyP4uFIz645/OvSLmIzwOgOCRgVxek+Cp7TVoppLk/Z4XMiR7e9ejl9ejTo1I1Hq1ZHNiadSc4OPR6nctyMihfrS4+UDHakXrXlHWKwqIgipieMVE1CACfkz6Ujdc0qnKlaQcrTERTDKGqrfdNXH5WqbDgitIiKc+CpBqDTNJhuIr+WWNG+0kRqWUHbtGMj8Sfyp94TtOKsXyz23hmcWrbJktyQ3cHGSfrjNfRZLTvKU3skebmE7RjFdWYellUh2iT5gcMCO4raibOOQa5fQ3KwqrHPv1z710kL8DmvLxcbTdj06TvFF5OtTLVaNqdPd29nCZbmeOGMfxSNgVxKMpOyKbSV2Waq319a6dbG4u5khjHdj19h61yGsfEKCENFpUXnP/wA9pBhB9B1P6Vi2mg694ruBeX0rxwnpNOO3+wv/AOoV6dHLWo+0xD5Y/j9xw1MYm+SkuZ/gWtX8cXd9KbXR4njRjgSbcyP9B2/nWr4J0K/stQn1C/crJJFt8tjuY5IOWP4VcW00LwdZ+Y7ASsP9Y/zSSewH+HFU/D3iqfWPE628cAitTE529WOOQSe3/wBevZwErzSoQtDq3uzz8TG0W6sry6LsdvSUtFe8eWFFFFAC0UgpaAFFFAooAKKKKACiiigC9RRRSAKKKKACiiigBKQ0tIaAGmo2p5phoGMNRmnmmGgDO1qwGqaRc2TSGMSr94DOCDn+lcOfh87r+51Ebj2eLj9DXealdfYtNurraG8mJnwe+BXm8Xj/AFFGGbe1YDt8wP55rzcdHEtxdB+ux14Z0Un7VCSeDvEWmN51niQjo1tJtb8uKmtvGuu6TKIdRgMwHG2dDG/5jr+Va9l8RbVjtvLOWHP8UZDgH6cGt6HWtB12PyfOtZ8/8sZgAT+DV5FWtWStiaPMu/8AwV/wD0IU6b1oVLPt/wAAoWHjzSLvCXDSWkh/56jK/wDfQrpILmC5jEkE0ciHoyMCP0rlr/wBpF2Wa0eWzkPIVTuX8j/jXOT+DvEOkSGbTpfOx/FbSFG/I1yfV8FX/hz5H2f+Z0e1xFL448y8j1DPORTGOATXl8fjPxFpT+Vfx78cbbmIo35jFakPxHhdcT6fIp7mNww/XFZTyjER1ilJeTKjjqT0bs/Mt+LLnZauufvEL+tR6W4ktbdF6YAqi9/B4l0/V5Vt5FW1hWRGbGQ27/AGrPhrL2yuf4eK7amHlQwyUtyadeNWq+XY6ZMFlUVoLwBxWfbfNLn0FaGcmvFmdY9etTKOnNRDrUorFjHDGaevWmDrT1NSwHd6Wk7UZpDH9RQenSkFKfu0gG45oxzSZ5HFKevamAtIetA4o70AKajYGpKa1AESnmgcORSHhulD8FWqhMVgcVTkGGNXiciqc64bNVATMu7GR9a28ApsYAqRgg9CPSsicZcfUVr19ZkS92b9DxszesfmeQ38OpeGNcubSzLTWyNlAV3AKRkD2xnFOXxnqyDb9lhB942/xrQ8ZXM+jeLWuUG+G4iRyp7MPlPPbpSW3jSzCjzYpg3soP8AWtsVT99v2akLDzXIl7RxKY8Q+KtQ+S2ilUHj9zb4/U1JB4O1/VZRLqEoiHdp5N7fgBWg/j+1Rf3VrO5/2iFFZ0/jnV75vJ0+BYieB5amR/8AP4VzJYn/AJd04wXc0l7D7c3PyOnsvDeg+G4heXsqSyLyJbgjAP8Asr/+s1maz8Qs7oNIiz28+Uf+gr/j+VZdp4S1zWpxPqczQA9WnO9/wXt+ldtovhLTNIxKkXmXA/5bTfMw+g6D8K5as8PSlz15+0n26GsI1ZrlpR5Y/icVp3hXWNfuPtmovJDG/Jlm5kYey9vxwK7vRtIs9HYRWsQUsMM55Zvqa0bu7trK3M9zPHDEOryNgf8A165uy8VQap4ktrGxjZoiWLzMMZAUngfXHJq8LiMTiq8WlaCfTYmvTo0abTfvP7zraKSlr6o8MKKKKAFooooABS0lLQAUUUUAFFFFAF6iiikAUUUUAFFFBoASmmnGmmgBpphp5qM0DGGozTzTDQBBcoktvJHIoZHUqynoQayv7F0tMJNYW/lkd4hxT/E81zb+Hrye0kMc0aBgw64BGf0rydtd1YHJ1G6P/bVq8vH4SrXkuSVkjtwteFFPmV7npF54K0GddwgaAHpJbyEAfUHIrA1D4dTxYazv43U/dE67f/HhkVz9v4t1u1wE1CVl9JMOD+YrZsviJd248u8s4p4j12Eofw6iuBYbMKOsZc3l/wAOdXt8JU+KNv68iuYvF3h3+C6EI/u/vo/61cs/iNcxnbe2aSHuYm2H8jmuo0bxRpGqERQXPlO3/LvccH/gJ6GtK70Gwvc+fbQS5674wT+fWuOrioc3LiqWvdaf1950woytehU0+851PHeiXcey6WVAeqyw7x+maz72+8FzoW8q2Lf7ETKf0xWvceBNEkJIheL/AK5yMP0OayL7wXpdpEziS4bHq/8A9anSqYK/7tyiE44m3vKLLukJaf8ACDalNaweVDMsxA7kAYB/Sk0SE22mQIRhiu5vqa1ntxbeE0tdgQCBY9vpkiqKNjCjtXbmk7RjBdjDAK7lJmzYD5Gb1q4OW61VtRsiUe1WUPIr5qe7PVRMOtSLUYznpUi5JrFjHqaeDUa81IBSAdSikFL2qRjl60djQtLjg0mBHS0EdaOaYB3petHSkzxQAopDzS80EHFAiFxSPzFkDpT2HFNHIKmqQ2IhynvVeccZqaI8lTTZhwapaMlmVN94fUVrVl3AxmtMHIBr6vIX7sl6HjZotYv1/Q5jxhpqTRwX2fmjIidT0ZSSR+v86w4PD2l3ChpLaLJ67SR/Ku71Cxt9SsntblS0T4PysVII5BBHQ15Prd9f6Br13p9vcu0MTAJ5qhiVIBHOOetd2MwtWcualKxjhcVThHlqRudbB4a0WEhvsMJP+2S38zWxbRQ26BbeFUXuIkCjH4V5gPFetbcJconusKZ/UVTudW1G8GLq/uJV/utIcfkOK815ZiKj/eT0+bOv+0KMPgh+SPWbvxLpWmKRNeQhx/yzjO9/yH9cVzGp/EWR1aPTbYIO0s/J+oUcfmTXBAhR2Ao35+6M11UMow9N3l7z8zlq5jUnpHQuXl9d6jP515cSTydi5zj6DoPwrpfh6EPiRi33hbuU+uRn9K5AA9zXQeDbsWnimzJ5EpMJ9twx/PFerBKNktjgbbd2ewUUUVsSFLSUtABS0lLQAUtIKWgAooooAKKKKAL1FFFIAooooAKQ0tJQAGmmlNIaAGGmGnmozQMYaYacaYaQFTUoftOm3UJGRJC6/mDXhWeMHrXvpAPB6HivCLyIR3k8X9yRl/ImpkBB8o4IODTOQMKQw9Kf04xTcDutSA3APIOCPWtax8T65pahbe/l8sdEc71/I1lYXvn60m1h8ykH+tROnCorTV15lxnKDvF2Oyh+JeqoALi1tJvfaVP6GrFj41k1XXLGG4tIEgeUKwUluTwOvviuF8xWG1htNd58P4dGcMGiDaqhLhpOfl7FPTHfvXPDAYeM1OMEmbvF1nHlctDrtcYizjXsZRn8jWRajfLjrzitzVo/N02TA5TDj8P/AK2axNN+abP415ubRanzeR6GXtezt5nQJgAAdKsR9qqx81aQYr5qR6hKO1SKetRgYp4rNjJF9qeDUYp46VID89KX6UgpakY5elLTVp9DAYc+lHNBpM+lAC0nelpOKAFzzRmjr3oxxQIae9MHB4p56+tMPXtTGRH5ZTSyciiUcq34Up5T8KskzLletXIW3QIfVRUFyvFOszm3UehIr6TIp2qSj3R5WZxvBPzLNeN+PbmWfxddJKuxYVWOPjGVxnPvkk17HXlXxI0+ePX0vmDeRPEqI/YMo5X+v419LLY8ZHHbgOlOG49OKb8yj7oPuKXe56AVmMcF/E+9P5FMAY9Wx9Kdg92NMQvXvVqwuDZX9vcqPmilVx+BzVUcdzTsnBI9KAPfwQRkdDzS1DaO0llbu4wzRISPQlRmpq2EFLSUUALS0lLQAClpKWgAooooAKKKKAL1FFFIAooooAKSlpKAENNNONNNADDTDTzUbUDGGozT2phpANJrxbxFD9n8R6hHjpOxH48/1r2g15R46g8nxRM3aWNH/TB/lSkM5ykoNJn6VIC00p3BwaXml5pARMM/eH411Pw/0uWfWjfeagitAcrn5mLAgcenvXMkcciui8BsY/FCATBFeFwVJ+/xkAe/f8KFuB6m6h4nU9GUj9K5zS+Mn04rpM8Vzuncg+7E15Gcr3Inp5b8UjaiOatIeKqw9Ksr36V8rM9pEop44qNcZFSDHFZMY8HrTxmmdqcOakB4pe3SkFL1GKQxQTUgzioh1qQHjrSYCPTQac3Sm9xQAtH40fhRigA5ozRn2o/CgQhNNNP7U00wI5RmP6VGjZFTEAqarpwcVS2EyG4HBplkf3bj0apphUFr8ryD6GvbyaVsQl3v+RwZgr0WW65X4hhj4Tk2wmT99GSwGdgz1/p+NdTmuO+Imq3VhpMFtBhY7wvHK+MnaAPl/HP6V9g9jwDysOB0zTt6nqDQhUjAp5A61mMaCP71OG32o49P0pcD0oELxS9j9KQAelSRx+bKkY6swX8zimB7xaENZ27DoYkI/wC+RUtCoEUIBgKAMfSitRBS0lLQAUtJS0AFLSCloAKKKKACiiigC9RRRSAKKKKACkpaSgBDTTTjTDQAw0w081GaBjGqM09qjakA01518R4cX9jP2eJk/I5/rXoprjfiHbeZo1vOBzFNgn2Yf4gUnsM82oooqRBxS8UlApDFq3o08VprljcTMyRxzKzMvXFVKCKQz3LPyn6Vz+mDKCtXTL1NS0mC7jGBLHnB7HoR+dZOlt+7HNeRnHwR+Z6eW/FI3IhgCrK9OKgiHFTjOK+Vlue0h46in46GmL1p4rNgPFPFMFPHWpGOGKcKaKXtSAUdaevTiox1p4oAc2aZTzTaQBmg0Y4o6+tACCjP0oFHemIO1Bx7UdqD06UANqu3yyGrBFQTDBBqoiYyTkVWi4uWHqtWiRtqqvF2P9016eVu2Jh6nLjFejIs1zfjyGCXwncSSpl4mRoj6MWA/kTXR5rkfiPK6eHYo1YBZblQ47kAEj9RX3D2PmzyzYDypxThuHUCkxjpSj8azGOpcU3JpwNAgxVmyQyX1sg6tKg/8eFV81b0wZ1WzH/TePp/vCmB7sfvH60lKfvH60laiClpKWgApaSloABS0gpaACiiigAooooAvUUUUgCiiigApKU0hoAaaaacaaaAGNUZp5qM0DGNUZp7VGaQDTWJ4sg+0eGL5cZKIJB/wEg1tmoLmFbi2lgbkSIyH8RikM8Mop0kbRSvGwIZCVI9xxSVAhKWjNAoGLSEUUtAzvvh/fSTWV1YvkrAQ8Z9A2cj8x+tWtJl4xnvXM+Brm4h8SxwRAtDOjCUY4AAyD+f866HS12TOn912H6mvKzVXpJno5c7TaOqtyNvWrQqlb5CirinOM18lPc9xEg6mnAiminAdayGOzxTu1NHtSjocikA8GnZAFMpw/CkAueaetR96eOtADicU2lpDSAAeOtLmkpe1ACUnQ0dOtFMBetFIKKBCfjUcwytSUx/u01uDK+flqsP+PtfoasH0qseLlDXo5e7YiD80c2JV6MvQtVw/wASzAdMslZyLkTExqO64+bP6V2+a434kQQtoNvOy/vY7gKjezA5H6Cvu5bHzJ5kN+OuaXn0FIB6U4D3rMYAn0pQRRilxQIUEVf0Vd+uWC+tzH/6EKoYrW8MRmTxPpqgf8vCn8uf6U0B7V3NFIKWtRBS0lLQAUtJS0AFLSCloAKKKKACiiigC9RRRSAKKKKAENBoNIaAENMNONNNADGqJjUjVE1AxjUwmnGmE0hjTTTSmkNAHkni+z+x+JboAYSUiZf+Bdf1zWHXoXxB04y2dvqCDmFvLf8A3W6fr/OvPM1DAWjFA5rf0rwfq+qqJEt/IhP/AC1uPkB+g6n8qyq1qdKPNN2RcKc6jtFXMDGDyRS16VZ/DW0UD7Xezyt3EShF/M5NXx4A0QDBhnP+0bg5rzJ5zhYuybfy/wAztjltd72Rw/gm7S18UQq5IE6NCMdMnBGfyrpdKPmyyyDGGlcj/vo0tz4Ni0i9t9S01pHa3kDmGQhtw74PrR4XiZ7BXbqWP86wxuMpV8PzU31OjC4adKq1NdDprcHaKtrkYqvEpXFWQOlfNSep6yQ8Zpw6UD8KdWQxOacM+1IAaWgBfalpOaWgBacvNN5pw9aQD+1NNKDkUhNACD6UuKQHNGfWgApD04NOzSUCD8aM0nal7UANPSmsMjFP4pDzTAqMOaqy8SK3uKuyCqk44zXVh58s1LsZVFzRaJe9c144smvtHgTeUiWcM5Az/CQP1NdIKoa5Es2jXIYZ2qHA9SDxX39Rv2Ta7HzMUudJnn9r4J+1Qh4dUTJ7GL/69SP8PtVAJhubSX6llP8AKuk063WEYaB4/dG4rbjVMDbcOv8AvCvlqmZ14S0lden+R7qwFGS2/M8yn8Ga/Bk/YDKPWF1f/wCvWVPp95aE/abS4h/66RMP1xXtiJOBlJo3HuKlEk4XEkQYf7Lf0NVDPai+KKf4Gc8rpv4W0eDDnoQa6PwPF5viy0OMiNXf8lP+NehX2i6Lf5N1p8auf4wmxvzFUdD8L2mj6015azyOhiZAj4O3JHf8K9TCZpSrzULNNnBXwE6UXK90dRS5pKK9g4BRS0gpaAClpKWgAFLSCloAKKKKACiiigC9RRRSAKKKKAENIaWkNADTTDTzTDQMjao2qRqiagCNqYae1Rk0hiGmmlNIaAKuoWUeo6fPZy/cmQrn09D+deTWGgahqGpSWMUWJIWKys3Cx84yf8O9exGqTQpa3Ms0ahWuCC5H8RAx/KuPHVpUaLnBanRhqUatVRlsVtC8I6bo6pIUFzd9fOlH3T/sjoP510f1qnC/y5z+Jq0oDDnmvh69apVlzVHdn0lOEYR5YqyHb88DJ+lL5bt2x9TS5AHXFBEmOGyPyrmZoVpYWOeRkdqwrFRb3U1uVVcuXUA54NdIx3jDcN2PcVzctubPX2lYnbN8wyenYge1dOHd1KL7Cl0NpORUg+9TE4FSDnvWLAcKcKaDTvSpAOaKTJpaAHcUoFMA9qdxQAv8qUHjNNzjigN6GgRKDxSHBpATtpRnFIAwaBikOc80DrQAuOveg9KTkGjNABSZpScUmaAFFJRmjPFMRDIPaq0q5WrMv86gccVpFiZGhygqDUlDaXdA/wDPJj+QzU0fQimXyl7C4Ud42/lX3mGqOphYyfb/AIB81VhyV2vMw9M+1gYWfI64Zc1uR/aP4ljb6cVmadidBLFJ8p6qOxrXjRiP9YT9RXxmJl7zPpobDgD1MGPpzUgKjjLD60qo4/iH5U7a/sRXJcsjcEqecj3qG1jVXkcdzjipJgApyuPpS2y4gX35r3cjp81fm7I8zMp2pW7k1LSUtfXngBTqbTqAClpKWgAFLSCloAKKKKACiiigC9RRRSAKKKKAEpDS0hoAaaYaeajagZG1RNUrVE1AEbVGakaozSGNpM0ppKYBTWXcuO/bil70tROKnFxlsyoycXdFaHckhErbmB4rQR/kqlMvy7x1FTxOGj6df518TmWF+r1Wls9j6LCV/a079SwOWqVfMHPBFV0bHUVMCXAAHy9z615jR1pjizScGMY9Say9Zt2aBJh96I5z6itcnIA8vj2qvcx7omj52sCOR0pwlyyTHuVrSXzYFbPPerArL0xyN8ZJyK1QKqpHllYQ4D3o+lKOKM4rMBBS5HtR+lITQAv4Uuc0g9aKAFpD2zS80mcmgBwanA59KYBTvagQpOTSDr1opMgE/wA6AHCkJJoBzRwaAF/Ck6cUfjQaADrS0ZAooERyj5R9agYfLU8v3TUJ+7VxEVk4LfWkusmznx18tv5GnDhmqG/kMVhMygFtu1Qe5PA/nX3GAaWCi32f6nzuJV8S0u6MrS4BvMlvJtboy+tbsbkffXafbkVjafGqyK4yCRg1ux8jrXx+JfvH0cNiRWHrTs0AZ6iggAVylMqXR4IB5PFWFG1QB2GKrtzPGuOpz+AqzX12Q0rUpT7u33HhZnO81EUUtJSivfPLFpaSloAKWkFLQAoooFFABRRRQAUUUUAXqKKKQBRRRQAlIaWkNADTUbVIajagZG1RNUrVC1ICNqYae1MNAxppKWkoASjNFFAxDzxTBMYW2EZU9DT6ZKuUz3HNebmeEVei3bVbHXg67pVLdGTrKrLk5q0j4jz6nis2E7xj0q9GCEye1fFTjY+hTJ1JPfFKWZztXgVHG2VJPU1MhxwBWLRRlX6i3kWQLtYnGcdamtJvNT6VemZNhV1DA9jWN5i2V40fReoBrWPvxt1BmtjikwPSo47hHUFaeHz/AI1nZoAIxSc5o3UA0wCg59KTNOyBQACl696Qdc0vrSABwetL260lO+hoEJTTxzin4+lNOcUAAp3ahQdvOKX8KAEI4pfwpelJ0HpQAH+VN5p1IaBEbgkc1Gw4qZqiccVaEVv4jVXUUd7CXZ95cOPwOf6VZP3jUc5AtpSemxv5Gvt8vSngop9n+bPnsS3HEtryMnS735fLmiO4dwOvvW5DMjDggfXisbSAs9qjocsnFbkW11AIr5DE25nofRU9iYOMdD+VIzgKWJ4FCjHHamOu4HJwo61zJalMggJkuWc9l4HpVqqlsczSHHFWs191lMbYaPz/ADPmsc712OFFIDTq9I4wpaKKAFFLSUtACiigUUAFFFFABRRRQBeooopAFFFFACGkNONIaAGGo2qQ0xqAImqFqmaomoGRNTDUjVGaQxppKU0lACUlBooGFJ1GDS0YpSVwRAJSjbVXgdatxs3lnjg9KgY+WwbbkHr7U95GzsTr/Kvhsdh5Uari1p09D6XD1VVgpIteaI1APHoO5pRJIzDoB7//AFqhhjC/MxJY/rVpcKckZbHbtXA0dINlTldg925NV5rcXB/e7W9GC4YfjVgsSwAHJ6ADrUq2dxIM4RB/t8n8h/jW1DDVqj9xEzqQh8Rhr51pMUcZQnhx0IrQVgQOatS2FwsZIaKUd1KY/qayPOaGYoVK842ntWtfC1KeskTCrGXws0B70vSmg5ANHWuI0FzxS8UnalyMUAKM0o6UgpRSAPWlx0pRzxSdKADn0xQfxoPHpSUCA54pQSeKQigZz1oAeTR260h5oWgBelGcmg0UCGkVGw4qXNRscCqQFRxhqr3Y3WVwOeY26fQ1ZkOTVDUnItDECQZTsyDzjBzX1+VVksHJy+zf/P8AU8PGU28SkutjL0sTWkhMI3xsAStdNA6ypvGR6gjkVl6Wqxxhdu3AwAa1o4wGLDqetfM4ifNJnuQVkTdBiqtxJsU4FWunSqF0w+6Dk1hSV2EnoPtAfJ3HqxqemxLsiVfQU+v0PC0/Z0Yw7I+VrT56jkLSikpa3Mh1FIKdQAUtIKWgBRRRRQAUUUUAFFFFAF6iiikAUUUUAFJS0lADTUbVIaYaAImqJqlaompDImqM1KajNAxhpppxppoAQ0UGkoAWlpBS0AB6H6VAHYKSgy5HGKnrOmVEuzOA25MgANgHPHSvCzmkpRhO+1z1MtnZyialuzKgEhy/fHb2q3BE9wfl4jHWTt+HrWUrmSVbdGOdu6Rh1A/xNdJbbVtUVeAABgdq8zBYBVf3lTboj0K1fl92O5PFBHEmEUZ7k8k/U1OUyvA5qKEZ79atqoCivejBRVkee5N6sqMpFZ2paaLqHegAlXkf4VrXDqhVs45xVh4FdSQPmHWoqU4zi4yLjNxd0cRbzkfI+QRxg1cBz0p2v2Sxn7VGMPkbwO/v9ao2tzuwp618vi8K6M7Hp0qinG5dHrzS55puaM4riNR/A5pQcnrUZbmlDAGiwEuPeg0m4ZoNIQHOKM+ooLccmkzQApPtSUmc0ZoAdkHvTs0zmjINIB+cdKKQdKXBIoEITUT1IRionq4iZXkPIFZOvbk03zk+9E4bHr2/rWtJ1FZl8yXMyWmcgEPJg/kK+my+pCGAm5d3+SPKxEZSxULf1qXbErLaRTYADKDV5MetQWMKQWwiU5Azge1WPLU8jg+1fNzs5Ox7C2Av1A61SfHnqmOpq3Idq56kVTTLXIJ68munAQU68U+6OfEy5acn5FsUoptKK/QD5YfS00UooAdSikpaAFpaSloAWiiigAooooAKKKKAL1FFFIAooooAKSlpDQAhphp5phoAiaomqZqhagZE1RmpGqM0hjDTacabQAhooNFABS0UUAFZ55JOM85rQbhT9KzzwK8HOZfAvX9D1MuXxP0H6NIZfNmPV3IH0HH+NdFaS5wlc5YbYDsHTcT+ZzW6MxfP26V00ElSjbaxc23N3NmEZcgdqtscIeKoWUysMjrWhIS8DbfStRWMS9uUSaNpTtiVgGOeAD3rRsroz2kMobLFcMfXBx/SuJ8Q+JItHvWs9QgcxyoTHJtysg6EfWrvgHWhe6YYW6xOVA9jyKm5SRsa3FvtpcZ5QmuTiYq45xzXdXyboCew61wNwHguXjP8LYH07V5WZQb5ZHThnujcRvkFKTnqaq20peIc1Lk4r59xszuH570wvhsZppbiomcZppAXA46Zp++qCy84qUS5PUUnERZ3fSl9OcVDup2cmpsMlyKOe9Mz6mndfSlYQ7PHWlXOaZmlU0WAk/z1pc9qjBIPWnfjSACRion69alNRSGqiJlO8nW2t5J3ICRqWJPtWRptza3EgeKaNySSxHcnrWhrCrLpF2jruVomBHrVnwtaLDbKioAFUDAHFe3gqHt6Dg3az/RHJUn7OpzW6FlCpx0PvT8kVo3FnBIR8nlv/eTj/wDXVKS2li+6d6/ka56+V1Yaw95fiaQxMJb6FWbLdDj2qvGP34z1wasM6Plc4YdQeCKqrJi6VCM5zg1OXxccTFNdUTitaMrdi2KUUgpRX3R8yOFKKQUooAcKcKaKcKACloooAWiiigAooooAKKKKAL1FFFIAooooAKDRRQAhphp5phoAiaomqZqiagZC1RGpWqI0hjDTacaSgBpooNFAC0UCloAjmOIj+VU3Bxx+tS6hcx2luJJc7d2OBk1nHWbFhjzWU/7SGvnc1pVqlVOMW0ketgKlOELSkky3bsRL2454rpoWju7Lj061w66zZxzA/aE5OMc1t2920Eomjy0bfeUV04PmVFKatY0qOLm7O5eiuZbG42Pyp4rdsrmST7xwprGuoRqNoZIXG7GQcdKbpt6yL5cnysv3h710XJuUfiNoUmpaD58EQkmtG85VH3iv8QHrxzj2rh/BOtLY6nGGJEUuFb69q9oEqT24JwT3rx7xPpUWga5N5e2O3fEsfomT0/A5qZLqgW92estIJIgAcgr161y2rxRrOJHIXIwcVc8L67b6rYIolUuBtbBzyK09S0iO6sCIFO/AYMSME1jiKXtKTSLhLlmmc3ZNBuwJ1/GtEwBvuyKfxrn1KLJzjIOCPStOIo6DGK+Zq02nc9FSLRtZD02n/gVQvbTD+A8Uu0AcHH0JoDOOkjD/AIFWSKK5icHlWFPBOepqwJpxwJCfY4NKJpe6xn6rTbERBjmpFb8KXzs/egj/AApVkjOcxH8DUNDFDj1p4II60zEB/jZfYilWNSMrKh/Gk0BIORxzSgfnSLGw54P0OacUYdj+VS0AtLmmY4zj9KXn0pWAU1DJUpOajZSe1VEllO8i820mQd1Na2iRCO3DDvWTePi2lVDyRgmtnTci0UD0r6LKr+zl6nFid0XHfLEdaay/IaY4IZfU1KR8nWvVSucrMK/hWSXPIcDhlPIqjppmlRpLiIxyKSnIwGwfvD2Nal2cvx61XiP7sVdKhCVRTa1RhXqyjDlWzH06kFLXoHniinCkFKKAHUopBSigBwooooAWiiigAooooAKKKKAL1FFFIAooooAKKKKAEppp1NNAEbVC1TNUTUDIWqI1K1RNSGRmkNKabQAhoooFAxRS0CigRh+JH/dW8fYszEfQAf1rlpXwD610mvkPdIv/ADzj/mf/AK1c+YVYtmqWxD3M2U5bkZro/DWqlnFjM3zY/dkn7w/u/X0rFlhUKT2qm2YpVkjYq6ncD6Gs6keZWNKU3CV0es2s/wBkdZAcxMcN7U69QR3AuE5RuGx/Ouc0bXI72BY5SodhtkTPf2+tb9owBMEjgjHyn1FefJNaM9OMk1dGrZXKmIgH5hVXWNE07xDZtFdoGZujqcOv0P8AkVg6k72cm5JRj2btU1jrsaD5my3cd/woKutmc7/wj194Wu8QyM0X3llQYyPcVZX4kXUCPELVZVUkKwYAN74xXZLrVrKo3OGXGORzXLeKPDdhd2cl9pqeTOgLsFXCyDqfbNXT5b+8TV5uT3Oh5xe3Fze6hPeSMVkmkLsEJABJpI73UID+7vblPpIaVZEPIkU596d+7PVl/Ou10ab0aPLVWS1TLcOuaynTUZ8f7RB/mKlXxZrUan/SEfpjdEKz5JURTtYHA4xVdZN8uB03fyFYywlCW8F9yLjiay2k/vOgTxtqiH547d/+AkH+dXIvHtwuPNsEYf7Mh/wrmflxhgfqKcBDj3rGWW4aW8Uaxx1dfaO0g8fWTcTWlxH/ALpDVpQeLtFnxm5MZ/6aIRXngERPWnCKI1zTyTDy+G6+ZtHM6y3sz1ODUtPuRmC6hf8A3ZBmrYUMMgZ9yK8jW3jyOKtQyTWx3QXE8ZH9yQj9K5J8Pv7E/vN45svtxPUtgP8ADj6cU9cjozj/AIFXncPiPV4TgXrOB/z0UN/StCDxlfr/AK63t5fplT/WuKpkmKjtZ/P/ADOmOZ0Jb3R3Adv77Updv7xrlE8aKQN+nsP92UH+Yqyvi+1PW0uB+Kn+tcssrxi+x+RqsbQf2joCz+o/KoZA7jknFYkni6EA+XZzk+7KKzrvxJfXC/uwlup7qdzfmeB+Va0coxc3rG3qRUx9CK+K5p63qcNjb+SMPcSEBUH8Iz1Nbuj33nWqHHYV5vIQVZjlmLBizHJJ3DnNd/oMZW39MivoKODWFhyp3fU4ViXXk3saF7eHz4VU87ufpip0uNy8VzGr3ctvqcbN8lscRNLkfKx5x68gV09iYJYQYZI2XHG09q01K0exUuh84NVIjlPxNaV4oC5HUHNZluMKR+P51vRfvHPiF7hMKUUgpwrrOEUU4U0U4UAOFKKQU4UAKKBRQKAFooooAKKKKACiiigC9RRRSAKKKKACiiigBDTTTqaaAI2qJqlaomoGQtUTCpmqJqQEZptONIaBjaBRiigBaWkooGctrjn+0ZFHooP5Vm7cgZHStHUNsupTng4fH9KrsqgYwMk1Rk9yhIgbAxVKWHNazxjHA7dMVA8Ix/OiwGMUdHDAkMDkMOx7VsT+K7w2giNsjSAY35I59aqzQ+1VnhyTWcoKW5pCpKOzM6fUtSuJS0l1J16KcAU0zXD4LTSEj1Y1ZeABs4oEa8GmopCcm92Phv79ANt1Lx6tn+dabeItXe3eE3bbHBDYAyc8Gs9Ez9KlCAZAqlCPYXtJrZmebCL+5+VA0+LsK0Co4Ao245wauyIuZNxpy+XlTg5wDWfbSus6xtk4OB/WuldBtjBYKSxxkZz06Vz8kWzUgQOpJ4qJK2qKTL45oCjPQ0Kq8ZqRUHamIaIh2p6wkdzT1OG6VIHGelFgGBHHQmpVLfxcinryOPSgnA7imIcFDHjPSnbDjA5pFbODk1IrcUwEUMOtTp19qWMg+lWEA7oDQBXJOQAKdyce1ThVLAEDAp3lJnjvRcCrIvIUe38xXoujMv2NSSMlf881wUoVduBxkfzrt9Ny1sjFSpK4yR1rixL1O/CLRmJ4gvSutafpwQMZ5zMzEZwFHA/Wuy09UjgVSuBjIBHArz+80xtS+JiKkkipbW6NIUODnnj9a9HEAisxySAOCTk1jJ7HTBWv6mVql4FyiH5jwKgtlIjyf4un07VWkT7TdAn7gYj6461erooR+0c2JntFDhS0gpa6TjFFPFNFOFACinUlLQAtKKSlFABRRRQAUUUUAFFFFAF6ivKv+Fzf9QD/AMnP/sKP+Fzf9QD/AMnP/sKnmQHqtFeVf8Lm/wCoB/5Of/YUf8Lm/wCoB/5Of/YUcyA9Voryr/hc3/UA/wDJz/7Cj/hc3/UA/wDJz/7CjmQHqlNNeW/8Ll/6gP8A5Of/AGFIfjJn/mA/+Tn/ANhRzID09qiavMz8Ys/8wL/yb/8AsKYfi9n/AJgf/k3/APYUcyGelNUZrzc/FzP/ADA//Jv/AOwpp+LOf+YJ/wCTX/2FK6A9GNNNecn4r5/5gv8A5Nf/AGFIfitn/mC/+TX/ANhRdDPRqBXnH/C1f+oL/wCTX/2FA+Kv/UF/8mv/ALCi6A9Hpa84/wCFrf8AUF/8mv8A7Cj/AIWtwR/Y3b/n6/8AsKLoDWZt8skp6lyaaDuORjIrkj43zj/iX8AY/wBf/wDY101pcrPZwT42CSNZNuc4yM4qk0yCQqQScmon3EmpDIHOB+VMxxgmmIi2Ekg81DJEM8ZxVtwFXPfrTDzx7UAZkkYyeKi8sLmrrpuJ9KieMYNOwEAHFPWnBQBjvSge1NCIznd3pSeO9OPUDBpH4TNMBZAQIuFxsJOeo6nj8qxLlQJonJIxkEj8627j+IlOUiAD59un61kT8SRY/vH+RqZbAiYxgPgHI7U7BHamk5CNxgqORSrI2OeRQMkXpzS8c+lM85eQVp4dWPpQIeCVNP35pigdjUgWgBUAIzxU6KDxmolXAHSpkGPr2oAfGjY6GrGwrj3qOLpjHHFXfTigCsTg571L1ABpSBv6DpUqhcA4HagCuSv2i2VuFaVVJ/X+letqUj8PZeZQkSByx7DuSa8Y19ZJLaJIQ27fn5e2BV7SLbXdWeC11C9uH08feVm446AiuWtLU7sPfl2Om8MXb6jrl3dywCOOUkQv5e3euSeT3OMV0uq3fk2bgH5sYArPn1Gz0u1EUWAAOOOlZDauLyWNdrEA5wep9OK5dWzr2Rdt02vjsi4J9WPJq2KjhQrGAR8x5b6mpa9CnHlikebUlzSbAU6kFOFWZhThSUtADhS0gpaAFpRSUooAKKKKACiiigAooooA+ZKKKKxGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV6VpwDaRZZHAgQf8AjorzWvUNMX/iS2XHP2eMj/vkVURMsIAD+FBHzH5h+dLsHUE5xSFsnJ9a0JGsMnk1Cx2g+uKkzlenIGKjkxg45NAELHB5qN885FPYkjn1ppAIzVCISBik3DFSEHH6VHj2pgJ0OSBQRvIQc5Pakxk8VND8jbmwAoLH8KAK906kSlSeW2kHoMen5VlTH99BnoZP6Gr07kogLbhyQfXt/jWbdNtltz6SZqZbAty44xBH8wJxjI+tInAxScfZ9u3o5HWkUYAANIZKAD1ApygA0xW9etO+lMRKMcc4qVQexqFevJqdQcCgB65qdRnHrUGdhqdGwfxoGWIkxnAzx6VYU5HsKgRgfXp+dWEIYHg5oACMGlPBFOP3+h9KY7nfwMc0CLNraT3MrGGFZNpGdzAAZrUW01TdsAgjT+8HP8qn0JR9jkcD70n8gK1KylTjJ3Z0QrSjGyMuPR0LbrqVpj6dBV+K3hg/1USJ/uripKWqjBR2RMpyluwFOApBThVEhinCkpRQAuKUUUtAgFLRRQAtKKSigBaKKKACiiigAooooA+ZKKKKxGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV6hpTY0izBPH2aPoP8AZFeX16fphP8AZFj/ANe6f+giqiJl1k+UdsioG4OMcVZb/Vj6VXbpWhIigkdKjcDr71KDxUb9vrTArEZPFMYYHBqT+IUP3+tMRA2SeKTaxGTU2ATzUEzH7uePSmAwkIfvU5jtgLMzLuO0HGffpUcfLDPrVphlIFyQGBzjv8woEZlycTFf7o2/4/rmkvrHb4dtr7by160efYID/PNNcliSepbmuo1WCNfhhZkDnzkk/wCBEtmolsUjlVYYfgYOGPPNKVU8ryKZB/rP+AGpiig7gMH2oERHjmpY+T6UMig8CnR/KWxTAkC4NWYxxzVdKtIoz0oAUDIwf5VICM4UUh+6KcO1AyzFgnpk1ZjOAeOlUo2IPHpVyOgCUgZBPNREAucc1JuNRr/Ce/8A9egDqdHj8vTI/wDaLN+tXagsAP7Pt/8ArmKsUixMUuKKUUgAU4UlOFMBQKKBS0CAUtIKO9AC0tJS0ALRSUtAC0UCigAooooAKKKKAP/Z", "path": "001267.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001268
Men Tshirts
{ "bytes": "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", "path": "001268.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001269
Men Tshirts
{ "bytes": "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", "path": "001269.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001270
Men Tshirts
{ "bytes": "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", "path": "001270.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001271
Men Tshirts
{ "bytes": "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", "path": "001271.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001272
Men Tshirts
{ "bytes": "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", "path": "001272.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001273
Men Tshirts
{ "bytes": "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", "path": "001273.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001274
Men Tshirts
{ "bytes": "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", "path": "001274.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001275
Men Tshirts
{ "bytes": "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", "path": "001275.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001276
Men Tshirts
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAE5AgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDCz70Z96KWqEGTRn3opaAE59aOfWlApce9ACc+tKM0uKKACjmiigBeaMH1pOlZ9/rllYZVpPMl7Rpyf/rVUYSk7RE2luaDEKpYnAHUk10Hgm2S9vje7JSsJ+R8/ISR+p57cCsG0FpqHhwy3YxfXljcSW0PzFdqsRk9sjaxz9AO9ek+EIIf+EZ014ANjwKePXv+tZ4mLp0/O9jXD2lM6MDKAVWmgyeODVwDApCAea4EdpmMJoueo9KrTX+1cNlcVqygBeaxtRMKwseM4piMy6vlYHLj8TXOXjCSXcZBgdgc1LckuzVUMLdelVzWDlM7UHZ5AwBOBhVzisi31CG6mlhUlZE6ox5xW3dR4IJrjbfTItTk1GeJ5I7xb2KCFo+WLOrbQB7suM104a8rpmFeKVmdAc00gnvXLaf4oeF/s+poSVO0yAcg+4rpLe5gu4xJBKsi+qmt5RcXqcwpB9aTn1qUimEVIDMn1NBJ9TSmkoAAT6mnqT6mmU5aALUWfU1IahjOKl3ZNAE8Wcir0PSqMVXoelMC5HmrKZHeq0XQVZUUxEoJ9adk01eKXNAC0c+tFU9Q1Sy0uLzLy4WIHop5ZvoByaALeTjuab4b1WK98c2OmWn71o2aW4kH3UCKTgHuc4HoK5ay8Uprl7d26W7x6fBayzzEEmR0UdOPu8kdOccZ5rsfh6bCL4g6okMQj+06fDLaArg+X8pI+uCpNZ1H7rLitT1tRlMVWmg5O04NW1HFKVBFcNtDZS5WZTG7hGVUOPTPNQTa2sCHzoJkI9FyP0rYYDFYut3cNrZOxALEYApbGsWpdDBvfGdsHZI0lYj/AGK5q+1O71CTKx4X1Y4H5UJbPcys4XJJz0q19hMa5YGlzGiic5q+rR6Q1vJeFvs8reW0w6Rt2yP7p557VZDK6K6MGVhlWU5BHqD3rG8flE8M3QfqSgX/AHtwxXLQ3d3pGg2t9pcrER2kU9zCx3RkNI0ZJB5B3AdMda7KErxOWvG0tD0A59aiIOc1zmmeOtMvdsd0rWUx4y53IT/vdvxrpQQwDAgqRkEHINbGBGQaYRUpGabtoAjINNqQimkUAM596bk+tPNIRQA3J9aTPvQaSgBc0mfeikoAXP1pM+9FJQBToopaACiilAzQAvaigUuKAExRilJCKWYgKOpNY974kggJS1Tz2/vZwo/xq4U5zdoomUlFXZsMQilnIVR1JOKxr3xPZW2UgzcSD+50/Oucvby61Bs3MxK9kHCj8KrLGF7V308ElrM55YlfZLd5rOoagSrSeTEf4Izj8zVNIVXnHNSDiiuyMIxVoo5pVJS3PT/C32F/DGn6rqN6sbafJNYxKWwgRwW2vwSSxcgdBgEnpXQ/Di9udNNx4X1WMwXVufNt1Y8Oh/unoR3BFeS6RrdzpIuIVCS2l0nl3NvIu5JF7HHZh1BHINenX11Y3d5pVjZxG0ilEk2iakJMRqTtxCw6gAgq2ejHPSvNxVFtOL2evodeHqpNPt+J6ecjNMJ4zXNeHPF9tqRksNQK2uq27mKaBzg7hwcV0pX5TjpivEnCUHaSPXjJSV0U7mYBcZrCnha6YjPH0rUZTLc7O1X0s44o84yaku1jkn0tIlyQT9azbiFQTwK6nURkkLXNXjhJlgRHnupP9XbxLudvw/qeKSi27IG0ldnPasxhtSIxunlYRQp3ZzwBSaLNofhyDUre8095hpBiub2/8jd593vysYLYKjOAMdRuNaMNnrun6gLpra3N/czLa2oS5V47KPG6WSRlPykqMZ7DNedeNfFs3iC6a0hCxadDKzKqMzGZ+nmOzfMxI6Z6CvXw2HdrfeedWrXdzkLqV7y7nuZAoeWRpGCjABJycfnTIJJ7aTzIJGjYd1OKkIzwKkVABXqunFqzOd1LGzYeKpY8R38e9f8Anog5/EV0lte217Hvt5lkHoDyPqK4QoD1FRbZIH8yF2Rx0KnFc1TBp6xHGqnueiGm4rlrHxRLGRHepvX++o+b/wCvXRWl9bXyb7eVX9R0I/CuGdOUN0bJ3LFOUc0mOKUVAEgbFSIc1B3qaOgC3F2q9D0qjF2q9D2pgXoqsrVWOotR1ey0mPfdSgMeVjXl2+g/qaYjTHFU9R1ax0qLfe3KRZ+6nVm+ijmuF1PxxqFyGjsUS1jPG/70n59B+FcpK8s8jSSyPI56s7ZJ+ppXGddq/j64uMxaYjW0feVsFz9Oy/zrk5Z5biRpJpHkdurOxJP4mogvrTwKQzo/A8lrF4ntIr2XZZ3Ra2n+baHRxjaT2BOAT2rtJprnSvEFvrul27j+wQLe8sZEKSpEM7jgk5QhiAcnGATXlqcDFeg+GfFN9No0mlR3UY1WIs1o10u8XKMqq0BJ6MAo256jI9KTV1Yadj6F03ULbVNNt7+zlElvOgkjYdwf61bJ4zXkNlqmseCtRQWmk3N1o95ulmsIhvewmBxIqEdVz07fiK9C0LxVpHiKJhYXamdPv20nySofdDzXHKDiXvqa0jjBrn9TtDeyBOMetafnZuTETg1bjt1B3Yyay3OhWhuYkOjwWsA+XLeprJ1FEjR3OAAK29f1nTtGtmkv763tUx1mcKT9B1P4CvMNb8WQazZk21/HpWlMxVtQuBmaXsRDCPm/4E2KcacpPQr2qSuzn7+1fxhrjW+yRtK04mW6ZGVQ7AErHuYgbmwR+dUPGnia5Xwna6Td2ENnqF8okkhibi2tQ+6OPZj5CcKevQA962tXh/4QHSoli1AoiQyPaxPEnm3d1IQPMcHcDGqAYb1465rya7uJ765lurqZ5riVi8kjnJYnua7oRUVZHHKXM7sqlMitLS9d1HSTi2uCI+8T/Mh/Dt+GKoUnerJPQdP8dWc4VL+FrZ/76fMn+I/WulhuIbmETQTJLGejo2RXjWKsWd/d6dN5tncPE3faeG+o6GgR7AetNIxXIaV46R8RapDsP/PaIZX8V7fhXVwXEF3As1vKksTdHQ5FADjTaeetNNADDTDTzTDQAlJmg0UAFFFFAFMUtJS0AKBSikFLQAtNkdYonkc4VRkmnAZNZniCYx6cEBx5jbT9OtXThzzUe5M5csXI57UNSuNQkIZisOfljH9fWqYFPwKQivdhFRVkeVKbk7sbijFOwaMUyRuKXbS0UBcTbXT+EfFZ8P3MsN3HJcadOjJJErDdHuxl0zwGwMH1HFc1SVM4RnHllsVGbi7o9XsbnTNe1ubzLvSNXe43TQwvZG2uCwI/dhwRg7c45PIpbLVJYtXl0bTNd1LTLmORljh1eAyxyqMkHONycdc5HvXlBPI9q6LTPG+uafdW80l0bxII2iEd184MbDDLn72Me9cU8I7aa+p1wxPfQ9Bi1/xrDeyxSaLpzeU21rh5hHGfQgluh6j1q1c+LPE9sfKvV8OabIw3ILq6b50/vKRkFffNedXXi2zlvl1K30KCLUgyutxLO8oQqMDCHjGBjBzUd14strvaX8OaTuVdqnEmF5J4XdgcknHSsfqd2vdRr9a/vM7DV7/xAu2TVtcsrbTpCVSbTI/MeZ+D5aDqGwRycDBzzVK/n0u20xIxrE2lwzHzLuKK5aa7m+X/AFbqQNjA+p289K5+7+Iet3UaYFnDMqhRPFbKJOBgEE5wccZGDXKTTSTSNJI7O7nLMxySfUmtqeFf2tPQieIvtr6m5q3jLULjSv7Gs5DBpaDy0UqvnNH1CPIACwzzjpXJFTVpqiYV1RhGCtFGSm3uQhakAoxS1Q2wApGGadTD1oEiCSIGo1eS1lEkTsjjoRVzGeKp3JzMQO3FRNK2pvTk27Hc6LqP9pWAdseah2v9fWtGuO8K3Hl6k8JPEqdPcf5NdjXkVYcsrHQgHWpo6gHWp46zAtw1fjKqu5iAoGST0AqhDVXXbkxWS26nmX73+6P/AK9NAV9U8UykPDpw2L0889T9B2+tcnM0kkjPIzO7cszHJP41cIwDVd1zzQ0BU5pMVKwpMUgI9vNKBTsUAUAKKerlWBBwQQQQcEGm0UAdhF43a4uLS61bTIr69tyuLpZnhldQckOFO1sjPOAa6KbV7fXdSs2t7rSdQtJnjt2t9RBt7qI5wHMg5zggblJyAMivLM4FIZGHuB2NA7nr19b3ujeIDDaaz4otYGUHyY0Mwh+YqQ0r8AcZyRwDzU+rza3bMIpJPGOpxSAs2y5WARYOMFkUqwPUMD0NeRSa5qUtt9me+umg/wCeRmYr+WcVWN9cFAnnS7QMBfMOPyzS5UO9z1HVfDdjo066nBHAZJVybjV7wTx2wwCJFxzKTkjaQcEdK53WfHcFzMJrXTllvI0MaXd6wm8sE5JjTaAOeRuyRmuILM2Mnp0pMUxCyySTvuldnb1Y5ppAxS0jdKAIz1oxS0UAFJilxRQIaRxVjTtTu9LuRNaylTn5lP3XHoR3qE1GeOaAPXdOv4tSsIruHhXHK91PcfhVg9a4vwLeHddWbHggSoPfof6V2dADWphp5phoAbRRRQAmaM0UUAVBS0lFAC06mjpTh0oAcOornfEsxNzBB/dUsfxro1HNcfrUvmazN6Lhf0rrwcb1L9jnxLtTKNFLRXrHmiUUtJQAUlLSGmAUnWlpKAEooxRQMTvRS000DEprU4000ikMIqNhzU2KjYVJaZEaWg0UFiGmGnGmMcCkUkP+6pc9AKz2JZix6nmrl422JYx1PJqkelZy1djektLlnTrj7LqEE3ZXGfp3r0XOQCOhrzAda9D0qc3GlW8hOSUAP1HFcGKjszZFwVNH1qAdanj6iuQouw1i69JuvVTP3IwPzya2oelc7qrh9TnPowH5CmhGc2FYelQnqR6VJKfuj1OKjf749CKoCJ14pgFTNzUeMGpAYRijinEUmKQCCilwBRgUwGmmkU4jNJigCIqKTbUhA9KSkMZtpuKkP0phoAbTG54qQ02gCPFHSnYpD1oEJ2zRmlpMUAJTJDyBUh61Bnf5h9CMUAbPhe6+za9bEnCuxjb6Hj+eK9NrxyKRo5Q6nDKdwPuOa9fhmE0Eco6Oob8xmgY49aaaU00mgQlJmg02gAopM0ZoAr0UUCgBwFOFNHSnCgB6eprgriTzr2eX+9Ix/Wu7kYR28jnoqk158vTNehgV8TOTFvRIkpaSivROAWkpaKAEooooQCGkpaSmAlFLSUDCkNLSGgY2kp1JSGNNMIqQ0w0ikyJhTTT2qMmkaoaajbmVF9WFK7YFMV9zIw6qD+faobsaxTI7tt85Pbt9KhPSnE75Djp0H0pDycCs4u933N0rJIaOtdl4Xn36a8XeN/0Ncb3rofC0+y8lhJ/1iZH1Fc+IV4MpHWjrU8dVx1qxHXnll2HtXK3T77mZx/FIx/WunV9kTOf4VJ/SuTY/LnvTQitcNgp/vU1/vKfwpt0CYTjqpzSb98YYH3p3AeaaaXcG6GkNACHpUbdeKkIph68UgG0uaDSUAJmiikxQAh60hoPXikNIA7Uw06kNAxpppFPPAptADMYpOOlONNJxQIDxSdutIWyajkbahNACs37tj+FRQfMklIGzb5PuaLXo/wBKQDgRur0/w5cfadAtGzkovln/AICcfyxXl4P7wiu68EzlrK6tyfuSBgPqP/rUDOpJptBpCaYgNMpTTc0ALRSZooAgNLRRQA4U4U0U4daAKuryeTo9w2cFl2j8eK4npXWeJJNumImfvyD9Oa5TFerglanc8/FP37Cg9qM0nNNJ4zXYcxJnnFLUEb5d89c1NSBqwUUUUxCGkpxptMYUnalpKACkoNJQMKQ0tIaGAhphp5qNjUlojaoXOKlc1VkapZvBXIXc7qjDY3Ad6Rjk0i8tXNOWqR1JWRKoCxlu54FORcRl26dqAN7hR0HFOuWAxEvRetabK4t3Yr9TWhpE3kanbuTgbsH8eKzxUsZIII6jkVlJXVmWekDrU8VUrWXzraKUfxKDVyM5rzCyS7fZp859Ux+fFczIwFb+pvt04j+8wH9a52Q9aBELkYIPSqsbFBJH/d6e4qw/SqbHEiv6/Kf6UgJbZw0vsRVgnn2rOtji4ZPTp9KvZz0qkA5u1Mp2abQA09aQ0p60hoASkNLntSGkA3vSHrS9zSUAJikNL3pD6UgENNJ4pTSE0DGnpUTGnsahc8UCGM2DUUrkoacxzUDnnHvSGSg/uCPQU616t9KjJ/dH3NS2o5agBDxKa6rwZcBNTliJx5sXH1U5/wAa5N/9YK2NAn8jWbN84HmhT9Dx/WgD0zNNNKTximE0xCk02ikoAWikzRQBHRRSgUAKKcKbSjrQBgeJ5QZbeEdgWP41g9RWp4gJOq8g4CACsyvaw6tSR5dd3qMaaY3FPIpjdK3M0QBtsmcEVZVh0FVHODn0p8JIQNnIbkGkmaSjdXLQNLUanmnZpmVhTTaWkzRYApM0UlMYUUUUAFIeKM0lIYjGomNPY1BI1JmkURyPVOR8mnzSc4quTWM5WOynGyCkTqaG4GaI65W71EjXoW4iI4y5HzHpUJB+83U1IoLHJ69h6UhjJPoPeuuxmnZkQqRKTaM9fypyjFRKJSZ2mhyiTSou5X5TWxFXNeGnbyZkwdoYEHtXSRV5dWNptGiK+rv+5hT1JasKQ1rau2Z0X+6n8zWQ9QMhfpVLlgwxkjgirrc1QmPlTBz91uD9aQiLcUuAR12kfpV+M/KPpWdKwDgnHBq9F/qlNCAmLdqQH1pKQnAqgAtTSeKTNNJpAOzSE0maQ9KAFz3pMkUmaSkMXNIabQaAAmmE0pNRsfegBGaq7tzTnaoieaQDS2DioCctUj8Nmo1AL0gJeu1fSrMAwDUCirCELGTTAhbmWrUbmKVWHUHI/Cq0S7mzU56igD1dJBLGsg6Mob8xmjNUdHl83RrRs8+UAfw4/pV2mIKTNFNJ5oAXNLTM0ZoAKUUg6UueKAFpRxTc0vagCzY6Va6zqMFndIWjcnJU4I4PQ1bv/hFK2W0vUVb0juVx/wCPD/CpPC4z4ggPorn9K9RgbAqJYqrSlaDNI4enUjeSPBbz4ceKbQtnTDMo/igkVwfwzmuaubC9tWZLi0uImU4IeNlx+Yr6mLYFUbt9ykNyPQ810QzOf2kmZSy+HRnyu4YHBH4U6BStuispUjIwRjua+hr23tNryfZoNwHXyxn+VeG62oXU5AAMZP8A6Ea7cNjPb1LWtoYYjD+yhe/UzwadmmgUtegeeBopKWkAlFLikpgFJS9qbSYwpCaCabSGMc8VWkap5DVWQ9alm9NFRzljTaVuppK5pbnYhrU+EZI4pNpeRUAyWIAr17wxomkzRBZ9PtpGQ7csma4pV1SqczVzSMHPRHmKIzYVQST2FXrfw9q15jyNOuXB7+WcfrX0DZ6dYWsSrbWVvEB02RAYqWX7pHalLMn9mILC23Z4ta/DzUpAGupY7cH+H7xrcsvAOlWxDXJluWHUMdq/kK7mc8mqMhrknjKs+p0Rowj0OIeBLWaSGNQqo5UAemamip2prt1Sf3bP5imRdq0TurmDVmZmovvu39sD9KzXq9dg/aJdwwdxqm60CK5PFVLhd6kHvVp+OtVJjgZoAy5ZDgo3UcVrWZL2kRP93msm8Ub9479a0tNbNivsSP1oW4FscimPkE1KgwKZL1NUxEOaTODSsabUjFzQTRSGgApKKQ5oASkJpaaaAGk0xjgZp55qN+hFAiuxzTDTmptIZHJ0pi9afIOKYvWkBYXsKklOFCCmR4znsKkRS7FiKYD412rQx5p5phFMR3nhWYSaRszzHIw/A8j+dbRNcl4Qm/fXMWeqK2Pocf1rqiaBik0maQmjNAC0UlFAAKXNNooEOpc8U2loA3PCv/Idj/3G/lXpkB+UV5r4TGdZz6Rt/MV6RCcLXHX+M7KHwFh2wKz7huDVqWQYrNuZPlNQjSxk6jIEt5CT2rxPXl26mTg/Ou78ya9a1652WjqDy3A/GvK/Ev8AyE4wO0Q/nXp5av3tzgxz9yxj0tLSV7x4wlLSUtABSUtJQAU3vTs0w0hoaTSZoPSkzSLSI5KqSng1akNU5jxUs3pormkopDXNJnUW9LQS6taqenmA/lzXrHhubZdsmfvc15boMfma1B/s5b9K9C0uXyb+I+pxXk1lds3pO0kep25yg5om+6agspN0S/SpZj8pribOqxlXJ+aqLGrtx1NZ8hxUlHNa0uNRz/eQH+lVYjV3XR/pELeqkfrVGKu6Hwo4p/EzTstMtdTn8q5Qn5ThlOGH41JdfDq6kBbTryOQf3JvkP5jirGgj/TD7L/UV3lieBUTk0wSujxbU/B/iHTlLz6VcGMf8tIV8xfzXNcvcllba6lSOzDBr6thfaM965jxe1lJZP8AaLeGQgdXQH+dT7byLVK6PmSfJOMV0f8AY13o9vAl4FV5085UByVU9M+/HSrNvp8Wq+K7azjjVYnly4UYwg5b9BXSeO1H9oWb4xmFhgdvm/8Ar1tB31M5K2hynAFQSnk1M1QSnFWySEmgDNNzmnDJFSAuKQ+lLzk0hoGIe9ITSmmmgAphpx6VG3TrQAE81G/Q0uaRjwaAIDTTTjzSEUgNHw9ax3uvW8Ey5jdXDD22ms6+spdPv5rSbh4m2k+voa3PB0e/xJE39yN2/TH9a6HxZoUd/EL9XKTRhUbjIZc9T9M0AcGgyoHarA44Aru/D/wxj1WNZJtXMan+FIcn9TXbWvwf0K2AaSe5uSO0pAH5DFZurFGipSZ4jGjzSCOJGkkJwFQEk/hXUaZ8Ptd1FQzxRWaE9bh8Nj/dGT+eK9Zg8NWelDFpbxRD/YQA/iauRJswMYrKWIfQ1jQXU8x07RoNI8yNGMkpJV5WGCcHsOwq9mn3HFzL/vt/M1FXStjme4uaTNJRTEOopBRQMKKKKBBThTaUUAdH4QGdVkPpF/UV6CrECuD8GJm9uH7BVH6mu6Y4WuGu/fO6gvcRHNKOeaybq4AByalu59pNc/qF0QpwTUxLZkavdGe5CA8Lya4fxMuNRjbP3o/610+8yyu59cVzPig51GEekX9a9fAK00eXjXdMxqSikr2zygpaSigANIaWkNJjEpD0paQ9KQ0MNMJp5qM0i0MkPFU5ulW371Um6VLOinuQUhpTTTXNI6Ta8LAHUpSRyIjj8xXXo/lyK/8AdOa5HwsP+JhNxx5X9RXVmvMnq2Wj0vSbgSWqEEcgVoyNla47w3ek23lk8ocV1EcnmIK4JKzsd0dVcr3Cnmsubg1tTJlc4rGuRhqhFHO64fng+jf0qhFV7XPvwfQ/0qhF1rup/CjiqfEzo/D4zcufRf613NlwBXEeHx88jfQV2toflFZ1NxxNGS48qMnNec+N9UK27qDya6/Vrryoa8v8ZSs4yawjrI6XpEi+Hlr5uo39+wyY0ESn3Y5P6L+tXPHoIksX7FXH6g1oeA7T7P4bWUj5rmVpfwHyj+R/OqHj5/8Ajwj7/vG/D5RXdHRHFJ3ZxnVeagm4qy3ygA1TnbJNMRGvJqQcDNNTNP7daQxKQnFLnimnGaAEpOM0UmaAA1G1SGonzQAwmkNBooAiYc0lONNxSA6TwQu7W5W/u27fqRXdXUQntZYj/GhX9K4jwNxq1z/1w/8AZhXdk4OaALvge7/coCe1ekpIGjBrx/w3MbS+mhzwkrD9a9UsJvOiXPpXBU0Z3wd0OuFzms1+HrZlT5OnasiX/Wn61BbPPLri7mHpI38zUBNTXR/0uc/9NG/magNektjzXuLmjNMzRTEPzS5pmaXNAx9FJS0CClFJS0Adh4JXIuT33r/KuymU7OBXI+CRiGY+sn9BXZSfcrgq/GzvpaQRzV/nJx61g6ipWFjXWXcQJJxXN60AsJA9M0o7ls5WH7mf9o1y3iJt2rvg/dAH6V1UH+rH1P8AOuQ1hg+q3BHTdivbwC9/5HjYx6fMoUUUV66POCkzSmkpDCkNLSUAFNNKaQ0hoYaYetPNRnrSNERvVaX7tWXqvKPlpM3gVjSUppK5pnSjpPCpGy5GBnK810BrnvC33Ln6rW+a8yatJlo2fDsmLx0z1XNdxZc8VwGhZ/tNcelei2ERyDXDWXvHZRfuE0qfJXP3owxrqZlAQg1zOoDDE1kjW5y2tt+9hHsT/KqMXWres/66E+xFU4jXdT+FHDU+JnUeH/uv/vf0rs7X7orjtAH7sn1auxtPuisp7scehR1SFpQRjjNeeeN7Z4oUOODnn6V6zNEGTNea/EE/u1T+6Kyj8R0S+E1tBVY/D2movAFtH/LNcx46bN9ZA9REx/8AHq6jQgf7B07P/PtH/KuP8bvnXIU7Jbr+rNXaji6nMzHaKotyatTtgYqmOTQBIKf2popc8daAEPFNpxphNAwpO9KaQ9aAENMancZprCgCI8UZ4oIpBQAw0lK1N70gOp8D/wDITuj/ANMP/ZhXbk1xPgji/uz38kf+hV2hoAyoZDB4guAP4irfmBXqnh2QzQLXlBUv4kYA/wACfyr13wrasLdSfwrirfEdtJ+6jZmT930NYNwMSn611NwgER71y97gSE5rLqa30PNrhszy/wC+386iJp8/+vk/3z/Oos16SPNe4ppuaM0lMB2aM0zNLmgCxRRRQIWlpKWgDuPBYH2Jj6yN/SuvYZQCuQ8HY/s8+0jV145jrz6nxs9Cn8CM+4Xg1y+trmNuO1dXcd65vVlzE2aI7lM4yHhB9T/OuIvznULjk/6w9a7hBtLZ7Ma4W7dZb2d0+6ZDjP1r3cv3foeLjCEnJooxRXqHngaSlNNNDGFFFNPWgaA000tJSGhpphp5phpFojaoXHFTNUbCkbRKRFJT3GDUZrnqaHSjoPC7DzblO+0GuiNcv4YP+nTenl/1rpzXl1HeTNEbnhiHzdSLHoor0q1TaBiuB8HREzyvjuBXosCfLXDVd5HbSXuIiujtWuY1E5P1rpb7hTXL37ZbFZLcvoc1rS/u4D/tEfpVCLtV7Wm/1Ke5P9Kow13U/hOKp8R1eg/6gf7xrsLMfKK4/Qf9QP8AeNdjZfdFZT3Gi66/uzXmPj9d0bN36V6fOcQE15P42uNwdc1lH4jofwnQ6K6tomnsv3TbR4/75FcR40mEviAoB/qolQn1Jyf611XhRzJ4WsCeoRl/AMRXD+IpfN8Q3zekm38gB/Su1HF1MO5POKgFOmbMlNXk0ASClJzQBStwtADDTaCc0dKACm/yozSCgA6801qWkPSgZG1NHSnnpTBQIY/Wmd6e3JqMnmkM6TwbJt1t07PAw/Ig13hrzrwpJs8Q2/8AtK6/+On/AAr0N2CKWPQDJoQFPSIftfiOd8ZAcKPwGK9r0WDyrZQBjivKPAVobifz2GSzbj+PNe02cOyEcYOK4ajvI7qatEr3jYU1y182ZD6V0uokYOelcnfy+WkshOAqk/lWa1Zo9EefXBzcSn1dv51CacxJyT1JzTTXpHmiU3NLmmmmAZooooAtUtJS0CFpRSUooA7bwa4NnInpIf5CuxU4XBrhPB0mFlX/AG/6Cu6Tla4anxs76fworXA4rnNVGYmrpLkcVzuoDIIqVuWzhb5vJiuWBPyhjXnsbHJDdetd7rziO0vcnHBFcIMda+hy9e42eHjH71h9JRS16KOESkpaKGMaeKZmnnpTDUjQUlLTc0ikIaYaeaaaCkRtUTdamYVE1I1iVZRzULVZlFVzWFVaHTF6GjoE7xaqkanCygqw/WuvrhdPOzUrZs4/eL/Ou5Y4zXkyVmzVHeeC7bbaeZj7xJruI1wlc/4XtfK0uAHglQa6JjtQ1wSd22d6VlYzNQkxmuWu2zJ1re1CTOea5qd/nJNKK1B7HOapJ5l+w7INo/nUMVRTSebPJJ/eYmpIjzXdFWRwt3dzqtBP7rHoxrtLHkCuH8Pvww9G/pXcWPRaxnuWti/dD/RG+leM+MyQ717Y65t2z6V4x4/URzP25rKPxG/2Tb8HD/iltPz3DH/x9q881CcT391Lnh5XbP8AwI16FoBFl4Ps3c4EdqZD7Zy39a8vkO2EA8E12I4ys5+Y05BimDk1KDQA7NMY80pOKaaAACkY4pc46GmN1oATNA9zSUN09qAEJFJ2owKT2oARutMzTiaZQMaetRN1NSt1pjDvSA1PDD7fEdn7sR/46a7/AFF9mmzkHkpgfjx/WvN9DYpr9iR/z2UV6JqZ3WgT+9Ii/r/9al0GtzvPh5Y7bRXxXpoGyOuU8E2Xk6bEcfw11k/yxkVws7l2MDUpOD3rj9cfbpV03+xj8ziun1Nxgg1x3iSTZpMi55d1H65/pRTXvIKjtFnHmmmkJpM16BwCk00mikoAKKKKALdKKaDThQIWiikNAHR+EZQt1MhP90/zFeiwMDGDXlfhyYRasoz99SPqRzXp1m25BiuOsvfO2i/cEu+F+tYN2u4mt686Viyrl/xqYmjPMPFJP2W8A/56dvrXFKARXWeKp1FvLnkyTnH5muUHHAr6LAr90eFi374vIpc0ZpCa7TkFzSUlFFwA000E000ikhDSUUhoLFzTTSmmE0hoGqJqczVEzUjSKI5KrmpmOahNZz2OiAgZo3V1+8pBFdvpt0NQtoZR95yFYDsc4rhXrp/A5aXWo7TqryI30wa8itpJm8dWkfQ2mwiK1iQDooFTXj7YzTrfiMfSquoPhDXnWO45/UZuDmucv5vKs5ZM9sD6nitTUJCzmub1qUCOKEdWO4/hVU1dkVHZGSKnjPIquKmj612HGdHoEmLh19QDXe2ByorznR32X0X+1la9E045ArGe5pHY2pP+PY14n8SH/fEDrzXtjj/R2+leH/EbJu2H1rJfEbL4Db1Nvs3gt1Bx/okcY/EKP615lct8+AOleieLZfI8OQxD+J41x9FJ/oK87OHJz1rrOUiUU+l246Uh4oAQmkzQTTTQAu4U0mgEd6D34oEJSGncYpCfyoAaaaxpSeKjY0DEJ60najNHakAhpp5GKcabQBLpzGPVrJh1E6fzr025TzJ7SIc7rhR/OvLFma3uIp1ALRuHAPTINesaFLHq+r6NJFykpaXHpgYI/Amom7RZUFeSPctBt/I0+NcY+UVbvGxG1Os08u2UewqvfviI571xnatzmNSkOcZri/FMw8i2hB5LFz9AMD+ddXesTJ61wniOfzdUZAeIkCfj1P8AOtKKvIzrP3TGNJSmkrsOQKQ0uKQ0AFLSUtAFkU6m04UCHDpSN0ooNAE+nS+TqVtJ0AkGfoeP616pp7/KBXkOSOR1HIr1HRLgT20cg/iUH9K5q61TOrDvRo1btfkzWPMQm9z/AAgmtu5/49yfpXNarL5dlcEf3D/Ks4mr2PHfEkvmXEUfYDcfqTWKBke44rU1wN9vIP8AdGKy8gV9Ph0lSifP1m3NiUh4pSw7U05NbGSDNJSYNBBoKsGaKTmkyaAsLTTijcfSmk+lIpICRUTOPWh8+lQmJ3PSkzWMV1BpV9aiaQHpUwtfWkMcSdWFLU1Tj0K+4001MXiFRM6n7q4rKbXVmi9CJ67f4ZWhl8RxykcBsD8AT/hXFEZOT0r034SKJ75+ObdWP/fWMf1rysSrXZvSV5I9njGI/wAKytSk4YegrTkbZDXPanLhWGa847Tn7yQF65XUZ/Pv3IPC/KPw/wDr1v3swjjkc/wKTXKKxY5PU8mt6S6nPWfQkFTRdRUAqeLrW5gaVo/lyI/91ga9K0tgyqRXmcBr0Dw7N5tpEe4GD+FZVC4dTq2H+iufavDfiLzfY65YD9a9xkOLJvpXh/j5S+u2yf3pUH5sKyj8Rt9gl8cSYtrKIf33bH0AH9a4eQL1z+VdZ48kY6hbxDosTE/i3/1q5AoUAySVrqOYN1IWzTCDnikwe4oEOJphNLg+lIQAOTQA3P5UtNPtRQA7FITSbjSEnFAAajPNOY0zOKQxQtLgYphJNGxjxQApYdKYzA9Kf5W0UjIFHNAETjcvvXrnwksZJNQsC3RIZJQPQM+B/KvIJJOwr6B+C6x3dpLexxsqxxx2w3eqgk/qayqv3TWivfPYEG2KsjUpRhj2AxWtcNsgrmtUnAQgGuVnVFdTnr2dU3u3CoCxrzueVp55Jm+87Fj+NdX4iu/LsWjB+eY7ce3U/wCfeuPNdNCOlznrSu7CE0hNBpK3MBc0lFFABRRRQBapwptO7UCFoPSkpe1ADO9d34Rud1gqnqhK4rhO9dN4Rm2STx/Rh/n8KyrK8Tag7SO/uG3Ww+tcxrhxp9z/ANczXSZ32YP41zevf8g24/3a54bnTPZnjGvzsdVPdEQLx+dUAyHkEGpr10mv7kqcqZCQfXmqpjCHO0MvcHtX1NKPLBI+fqNSkybK+1G5QO1RGBDyGYfjSG3J6O341pqZWj3Jt6+ooyp9KrG1P940fZm/vUaj5Y9ywQp9KQhB6VXa2l/hkxTDZzH/AJa/pQ2+xSjH+YssU9qjJjHUj86gNlKes1N+wf3pTU3fYtRh/MSNcQL/ABZ+lV3vVH3Fp32SMHkk0C2T+FPzqffZqlTRWe4kfufwpixO/Y1orbAdgKVhHGPmap5L/Ex+1S0iil5AUc8n2pPIbGSAo9TU73SIMIuTVd2ll5bge/FS3FaI0i5Pchcjsa9S+C0Ja51WbsFjX9Sa8y+ySOu7AA7E8Zr2j4O6ebbw/dXR6z3BA+ijH8ya8jFzbbuddCPvXO/vn2QD61yeozcnmui1iUCML6Vxd5N5jkZrhW52dDE1qfEIhB5kOT9BWKlTX8/2i7kfPyg7V+gqBa64KyOKbuyUVNFUIqaOqINCDtXY+FZuZIs9CGH41xsB6V0fhuYx6io7OuKifwlQ+I9K+9aGvGPHMW3xTpwPe4j/APQhXtEA3W/4V5F4/j2eJdOcjpcx/wDoQrCL943+wzmvGFzv8RSqBnyo1Q/Xr/WueZ1bO7itHXZUn8Q6k+8Y+0uAfocf0rNYR95FP0rqOUbmJRwfzpjuO1KWgHvRujGcACgCFmJ6VHsbNT+ZGO4pPNT1FAEW00YOMc1L58Y7gU37VEO4/OgCLmk5xx/KpTdRetNN3F2z+VAyPazHgGnCA9zQbvj5Y2P4VE8s79IyP0pAT7UTrTGmUDrVcxTt95gv1NAiiXl5N3sKAHmcsfkXPuajbe5yxp+9mGI48KPwpCjnqwH0oAhcACvpj4I2XkeBYJSMGaV3/XH9K+aXUAdc19c/Dmw+weBdHhK4b7Mjt9SM/wBawrbI2o7tnQai4W3/ABrjdTn3NtFdNrU2yEnPA615/q179nt5pyeQML9T0rC13Y6vhicvrl19p1FlU5SL5Bj17/r/ACrKbrT2JJyTk/zqM13RVlY4G7u400lKaaaYhc0U3dS5oAWikozQBcpQaSigQ6im5pc0AIa2PDsvl6mB/eQ/pWPV7SZPL1W2PYtj8xipmrxZdN2kj1K2bdageq1zHitjH4e1N1OGWBiD+FdHaN+4X6Vh+JLRrvTby2U8yxMg+pHFctJ2mrnZUV4ux4Kq5Oc4IqTafWq7R725U574bFKsbp0V/wDvsGvq0fOtX6ku0jp0pwyBzUe51/5ZOfxFMaVv+eL/AIsKdyeRssbgO9JvFUnvdvVUH1fNQm/d22pGGJ6YGah1YrdlqhJmlvGaXeD6VnM98MblEQPQMMH8utXmsdRisoLx3j8qYEpgDJAOCcH3FYyxdNbmiws2PIB7U0lf7tIssqcFI2P+0Cf60G7kJO3Ymf7sa/1FYvMKS2uarAVeohPomfwqKWZozhgqH0Y4NWbeW4mvIYxM5LNgDPft0qtcIqXcgIBGdwLc8EZHJ+tZyzBW0iXDB62kyq1w0hwrMfZF/rUkVgZBucj35JP+H61OpwAR0IyCO9WIOUk3jC5BGerY64H9ax+uzk7HS8NGEbori2gRsKhGOMnrSC1iVt+GZh03HOKsPgykluMcADqf8KikYDaSM7TkDPFc861RuzZrCnCyaRVnYDPPvXvvgOyNh4O06NhhmhEjfVvm/rXhdjYy6pqVvZxKWaWRUOB0BIGf1r6PhRLaxWNRhUUKo9gMCuabNo7sxdeudlu7DJI7CuJ1G48m3kfPzEbV+protcuASRmuL1e4EkiRg8KNx+popxuxVXZGaOacvamU9K6jjJRU0VQg81NF1oAvQ9q2tKfy72BunzgfnxWNAOladtlWVh1BBpPYadmet2JzCPpXlnxURra4t7lV5jcP+IOf6V6hpjb4Ub1ANYHjzw4dY0ubyx++RCV9/auS9nc6oq90fPEDG6RppG5d2ZsnuTmkkjt1GS6D8abb2zAyW8qEPExVlPGDVgQxR87UB+ldhyFUvHtwpP12moSkbkkzN+AxV9sn1/DFQuFHJJH44oEVfKg7tIaPLt8/dkP51I7xg8sP++iaYWVj8sZb8KT0KSb2AfZVP3MfWpFlthwNv5UtpbNdXkFuI0j82RY97DO3JAz+tber+HbTS9YubAXbzG2do3OwIGYEjjk8cVLmkrmkaM5SUbbmL5kJHDLTSYzjbIPwNX2RIUIjCotVwo3NuUbs85Ws1WT6HRLBOPUqtHlSfNYAdTnpURjjP/LSRvoK6DTbIT6fqD44DLGfbcrf1VTWZY2st26pDE8jNgYUcD3J7D3q3MxhRu2m9imIVHSB292qVUfoIWHGeFq6o2kqMegJPFa8ZjWCNQwkIXY7LnGeuBnrwcZ9qIS5nYK1H2auc0VlP/LJz9FpBbyuSCoUgZIY4xW0irHGU2kOGO5mOT6YA7Diqt1IoJGQo6ntn/Gp52X7CKV2yjBYPcXkNspy80qxqB3LED+tfZtlbraWUUCDCxIEH0Ax/SvknQXaJ59UjLLLHIiWzjHyvncSAe4A/wDHq900XxXrY0BZr68SeZlyWeFQR+WKUqcpke0hB2R0HiG5JgkiDbS3GR2rzbxFdb5Y7dTwPnb69v61VvviRJeWrSz2gDb3SNo24fHAbB6Z+prmoNaubm7xeQgNI+3eucA9gaVOm1K7HVqqUbRNI9KYacxqMmug5xCcUylJzSZoAKKTNLQAuaM0lFAF4dKKSigQGgUlGaAHVNav5d3C/wDddT+tV80ZpDTsz1fT5Q0Cc+1PuYvMcY9KwvDt0biyjYnLDg108ZBXJ61xNNM9JNNXPLdX+F93Pqc9zp1zbrBKS4jlJBUnkjOOmelcfLoN3bSPDOPKmVivlspycdx6jPQ969u8R65baDppmcGW4fiGFfvOfXHoM8143f6hPLJLLNKs1zLy0gGBj6dvQe36erQxNVx1Z5eIoUubTcx5rKWMkF48j6/4VRks1bhpvwVGP9K1lkIVTnn3zUbO2fxzxW/1qo+xzqjGL0MpNOhGD5Uh/wBp+F/IZNW4tPuDxbtCR6QMAf1w1TGTCtg/rQw3jBwffGawlKUt2bJ2Kr2U8O8vEV2nnchBNbNxbzXXhCyuI1LfYpZIZgvOwEh1J9AQzflWcJ7mIFYp3RfRX/pU2n67qelzs8Nw0auQZSEVtwzySMcnrWMqatoaqtLS5nfe7g/Q5pkjI2wJFsIHJ3Ftx9ea2ta1m8a6khf7LcgYwz2Ma8HkHOM9CKwPPkdv+PeLr/Bkf1rH2LR0/Wk90a3h+Fpdetjs3CPdKxOflVFLE/kO9Z103+nScj5QqnPqFGasWup6jpsF1DbBoVu08uYDkuoP3STyBnqARnvWclszsXkOSTkk9TVqm7WMXWXNzE8lwHYNJKCQMD2HoKIZozcIqq77jjAGM54pRBGv8PNTxKAQMYP1xiqVG2opYhtWsOjguJyo8ry+uDJxn8OvWqN4lxBLsk+UEZU7cZFaMOLeUSAKWJwcjrWhcWUeqWrsu7zT82Sfu4GM/wAgfUe/RuCIU3axRtIjb6LEcZmvJt4PcRplV56jLbj+Art11vUtN8Nu/wBtuGZQFhR33Zc8KOeSParmi+C9Km0CxmNxK9yIsGeN8jP93b0wPzrE8SrJa3VrZyIVigDTMxHyuw4UA9+pNZqUW7FuMo6lLUNfvbyR7ZVjMwjLGQfKAAMk4PSsKK7n3IZW3o/8RbJ7jn06dKejbLC6uW4e5fyU/wB1fmb9doqmjECL5QS0v54pqKWxLk5bmx3p6Gos809DzVCJganiqtmp4jyKANKA9K04D0rJgPStKBulAHqHh6487T4G/wBkA10ixLKPmAP1rhvB1xut5IieUf8AQ8/413tueBXJJatHSnomjF1LwH4b1YyS3uk2zSsOZguxx77hivHb3StCszcQWA8y3jmLpcTfMzEcDGf4fT8TXoXj7xcu2XQtOuSH+7eXEMg3Rf8ATPGD17nsO/WvKr+6aVlGfkDZ4GNx7muyhTdrs5a1S70M/U9JgvJFbEMSRqSfJiEZbpjcBx0H6mq1vollFguXJI69cfgeDWk8gY4ywyDnB61AytkkZYAHsK6lCPYw5pdyvJpWn5QtBsPeS35B9yh/kDT00jMchgFtcgKTheHHvtOGFGT+7VwR74pGRXA+cZxkZGcUuRdBqTIJrVYSgaK4gn6/eyAR7MOOmetdbrXhi+8T3H/CRaFCL20vQJHSF13xSEDerAnqG3fmK5d7i/EWxL2RlP8AAWyuPxqzos/nXn2W+XKXCFE2KBukyCoOzBOcY/GsKtFNWsb08ROMlK97DLjRNd0hhK2m6hbSIciTyG4/HBFYMokMrvOzb2JZi+cknqTmrUo8tpWjt5gD91pZXTn2Ren0z2qsiX8rttuGHykqNzEHH19qw+rW2Or6/J7pHSpDJpXgU3V1Jj7ZOZbaJm5MSIw3gdgZHAz3IPpXGwTwogUuScdApNXbuwuZC0TzbkDH7q4Bx0zUlvpywgbhk1oqDaszBYpxk5LqVEuVydkUrn2XFaNlJM0EwKxQYKsvnOBnqD1+vT/CpViHRVAPWrEYVkKn69K1jh4x1IqYqc1aWw+00lNSEoW7d5WfaohbaM465IGT39DXLXlrLaXDQykM2Mhwch1PQg+lddb3DQTAR5KEcjtnj/Ct60tdGu7m1bUbKGeCBhmADBK8lm4P0yPofTKlT5diPaN7ss/D34fyeJfCsN3cXL2cKTP5AEQbzefmc5PTgAY/umtvxvBdeGtBlhKZ3L5cMkYOwseB9Dz0Nem2d3Y/YLcacIhaeWPKEQAULjgADpXNeMLhbqyktWAKuMMD0NcSrSUjsdCMonhEkardw22P3dpHlvw5P64FRWhEuoQq+fncFsd8c8/iBUd+WtNSvLZGVYpH2b5M4Xvwau6TAXvDKw/1S7fxNdF7nM1Z2NxjUbGnNUZNMBCaTNITTc0APzS5pmaXNADs0ZpuaKANGg15z/wlGs4x9s/8hJ/hR/wlGs5/4/P/ACGn+FK4j0SivO/+En1j/n8z9YkP9KP+En1j/n8/8hJ/hRcD0Sg153/wk+sf8/n/AJDT/Cj/AISfWOf9M/8AIaf4UXA9l8LXeySWEn0YfyNdPq3iG00LT/tNw+WbiOMdXPtXzvb+LtdtZPMhvyr4xnykP8xUd14n1m+uzdXN80suAMsi4AHQAYwB9BWfInK7N1VtCy3Oy1bWbnUL17y+kR53JEYC4Eaf3R7f575rHeUli24tnqx71zLapeMxZpssep2j/Dik/tG7/wCex/IVupRRztXOoDZGdoxinHOQABnHrXL/ANqXuMeecf7o/wAKX+1r7/nv/wCOj/CnzoXKdJIrcjBAJpvXoR69q5z+1b3/AJ7f+OL/AIUHVb09Zv8Ax0f4Uc6DlZusWVcHnNITuBIAz9Kwv7Su/wDnr/46P8KUapeDP77r1+Rf8KOdDsdLeySLb6aqrybYhuOuHYD8hx+FUVUmQb2O3OSB3rLfWdQkWNWuMiMYT5F4GSfT1JqEahdDpLjjH3R/hSUkFjppUGwAcDLdRyfm/wDr1XOAcDpWJ/al4f8Alt6n7o/wrVicNBEzMS7KCfyqlJMTVh59adnJGT+VNDD1HSjcCeMcfrVCJl+9yufc1ajuDEyjOV6Y/wA/5/AmqqlmC5JJHTFMaT+FsDB/GkB1ej+I5NLuSvzyW8rZkBbO1vUDsK1PEE0F/bGRSsiFcivPhcNGfVTwferllqf2RVQlntT1B6p9KwqQTd0b06jSs9jOd5WZbeWRVEIxGoUEYJyckfXPP0qzbxiS580D5EGFq3cWkRLrbTOkMu12CEbXxkg/rTgABgdKaIYtOTmmZ5p6UwJhU0XUVCOlSxdaANCE9K0ID0rOh7VoQdqAOo8LXXkap5ZOFlXH4jkf1rY8XeNDpcDaXprk38iEPKuCLfj/ANC5/CuME81rC9xbnE8aloz6MBwa4w3mVkjSUs7tmWRj8zk9c/19aUaacuYJVGo8pbnvxyhleUYG985Ln3/L/Per5+GBz1PA9Kpuw2kKeRjOKijfE2Xzj1ArrWhg0bQkbcNzY55+lOyT1K8+vQ1m+cAoOeaU3SJnJx71V0KxcMXz8AYHHy4/Oo5IQ6AbiOR61ENQh3Z3kHrT/tsJXIlBxRoBXIlU4UkgA8ZzQY5ZAhCkfN1A5BHpU32iLn5145q3DcIYI0VY2+ZhtZwB0pPVBsVddF3J4g1QnckQmIyTx/nNVLKAfOzq0pIKjLYHr34rW1loX1nUiZmaRnJ24yOx61mWk8OHU7ST0z34pLYfUt3HzMzlicHpjp3qmzEnGfwzTrm8jJ5kJ+6dvAHQVVe7QAALtz3pp6CsTjOcjI7Zp8R3SEep4yapfbFORnn6U5bgbueCTmncLGpGSmA7dOwNPS7MUuDnoMd/b+tUHukCnacMfXqaqmfdkHJ+tS2gsd/4Z8ZSaNMVuGjGmuQFUDAib29ia62/u/tw3qQVbkYrxNL0wblf54n+8uOCK6TQPEb6a4hnbfp0p+R8f6jP81/lXHVpXd1uddGryqz2KuqaI8uozTW9wqlyQ6yLuHfJHp1NXIIVtoFiXsOT6n1qzISXYnuSaiPWmiG7u40mmE0pNMJpgIabSmkoAKcKbSigB1JmimmgDzaiiipAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArUjlIgQBuNorLrUh/1C/7opoTJVkBHPNP83tUa9qlXqKu4hwnYJjjFJ5m4ZzSp0NIPuimIY7ZJpkcpibIOQeoPep2qEdfxpMZr2hX7MNp+XJx7VKTTLD/AI8x/vGpqkoYKelKKenagCQdKkj600VNH1oAtQ9q0YO1UYe1aMFAF6Lt6V59dxLBfzw/Mu2QjGPc16Gn3a4zWP8AkPz/AO+v8q0p7kSM1uAWzkVFtXqT0q1P/H9aLPof96tnsZlCSMsvD8Y9Kiktm2thgeK0T1X8ac3+u/CpHcyDZyqGIIPtUZhuUAwp/Ctpv9V+FKv+ob8KrlQ7mFumXOVP1pr3EgQghuPQ1rn+n9Kpz9H+gqJaAtS1q1439rXG0Ic4+cHg/Kv6VlRzfPjnPtWhrH/IUuP+A/8AoC1Sh++fof5VN9B2GzOokUgH7i8nr0pm/ocE1Yk+4n/XNf5Ui/dprYLDFdjjHTtxTwWPU/kanTt9aP4h+FMRESSRmpFzt4BP4U8f6sfUVKP+PYfSgClIcDGM+1SWVyYXKkZjbhlP86a3eltv9cv+9/WkwO0QBIlQDAUAAU1jUx7/AFpjViakBNNNSmmmgCKkzUlJSAbSinCimA3NJT6KAP/Z", "path": "001276.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001277
Men Tshirts
{ "bytes": "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", "path": "001277.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001278
Men Tshirts
{ "bytes": "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", "path": "001278.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001279
Men Tshirts
{ "bytes": "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", "path": "001279.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001280
Men Tshirts
{ "bytes": "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", "path": "001280.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001281
Men Tshirts
{ "bytes": "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", "path": "001281.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001282
Men Tshirts
{ "bytes": "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", "path": "001282.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001283
Men Tshirts
{ "bytes": "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", "path": "001283.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001284
Men Tshirts
{ "bytes": "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", "path": "001284.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001285
Men Tshirts
{ "bytes": "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", "path": "001285.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001286
Men Tshirts
{ "bytes": "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", "path": "001286.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001287
Men Tshirts
{ "bytes": "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", "path": "001287.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001288
Men Tshirts
{ "bytes": "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", "path": "001288.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001289
Men Tshirts
{ "bytes": "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", "path": "001289.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001290
Men Tshirts
{ "bytes": "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", "path": "001290.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001291
Men Tshirts
{ "bytes": "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", "path": "001291.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001292
Men Tshirts
{ "bytes": "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", "path": "001292.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001293
Men Tshirts
{ "bytes": "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", "path": "001293.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001294
Men Tshirts
{ "bytes": "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", "path": "001294.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001295
Men Tshirts
{ "bytes": "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", "path": "001295.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001296
Men Tshirts
{ "bytes": "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", "path": "001296.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001297
Men Tshirts
{ "bytes": "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", "path": "001297.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001298
Men Tshirts
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAE9AgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD1rSdMgvYJHlLgq+BtbHYVf/sC09Zf++//AK1M8O/8ek3/AF0/oK2aAMn+wLT1l/77/wDrUf2Baesv/ff/ANataigDJ/sC09Zf++//AK1H9gWnrL/33/8AWrWooAyf7AtPWX/vv/61H9gWnrL/AN9//WrWooAyf7AtPWX/AL7/APrUf2Baesv/AH3/APWrWooAyf7AtPWX/vv/AOtR/YFp6y/99/8A1q1qKAMn+wLT1l/77/8ArUf8I/Z+s3/ff/1q1qQ9KAMr+wLP+9L/AN9//Wo/sCz/AL0v/ff/ANavE/FnxA11/HWpW2mavNDp9s4iVIsAZA+Y5x65ql/wm3iTp/bt8T6Bv/rUAe8/2BZ/3pf++/8A61H9gWf96X/vv/61eCHxr4iLkHX78EdQH6fXjirNr4z16O7hMut3rJuG4GTjFAHuX/CP2frL/wB9/wD1qP7AtPWX/vv/AOtVDwdrTatpjxzymS6tn2SMerA8q34j+VdLQBk/2Baesv8A33/9aj+wLT1l/wC+/wD61a1FAGT/AGBaesv/AH3/APWo/sC09Zf++/8A61a1FAGT/YFp6y/99/8A1qP7AtPWX/vv/wCtWtRQBk/2Baesv/ff/wBaj+wLT1l/77/+tWtRQBk/2Baesv8A33/9aj+wLT1l/wC+/wD61a1FAGT/AGBaesv/AH3/APWo/sC09Zf++/8A61a1FAGT/YFp6y/99/8A1qP7AtPWX/vv/wCtWtRQBk/2Baesv/ff/wBaj+wLT1l/77/+tWtRQBk/2Baesv8A33/9aj+wLT1l/wC+/wD61a1FAGT/AGBaesv/AH3/APWo/sC09Zf++/8A61a1FAGT/YFp6y/99/8A1qP7AtPWX/vv/wCtWtRQBk/2Baesv/ff/wBaj+wLT1l/77/+tWtRQBk/2Baesv8A33/9aj+wLT1l/wC+/wD61a1FAGT/AGBaesv/AH3/APWo/sC09Zf++/8A61a1FAGT/YFp6y/99/8A1qP7AtPWX/vv/wCtWtRQBk/2Baesv/ff/wBaj+wLT1l/77/+tWtRQBk/2Baesv8A33/9aj+wLT1l/wC+/wD61a1FAGT/AGBaesv/AH3/APWo/sC09Zf++/8A61a1FAGT/YFp6y/99/8A1qP7AtPWX/vv/wCtWtRQBk/2Baesv/ff/wBaj+wLT1l/77/+tWtRQBk/2Baesv8A33/9aj+wLT1l/wC+/wD61a1FAGT/AGBaesv/AH3/APWqnqmlW9nZ+bEX3bgPmbIroqyte/5Bp/31oAj8O/8AHpN/10/oK2axvDv/AB6Tf9dP6CtmgAooooAKKKKACiiigAooooAKKazBQSTgAZNcb4x+I+keFIHjMq3F/tykCH+Z7UAddPcQ20TSzyLHGoyWY4AFeL+OvjEfMn0vw2dxZdhusdDyDt/xrg/F/wAQNZ8YXDKJfJtFxtt424Gcj5sdTxWDbWggAluHA9zQBatIDHAXclpHO5iepNXrO7+yThizKDJFnBPKhjuH0xWa+ox/8s0yB3PAqJdSmYjai4PQgEjFDBGoLnzPOZpSWe1RTuJyzCTOPripSSTwTWa166jKqW9dqGnw6oB/rI9o9TxiklYbdz0Dwr4juNLu4bmJyZIgEmi/57Ren1HavaNI8QaXrkRfT7uOVlGXjz86f7y9RXzZa3KM6vG21xyM1qWutnRfEelarbqwu/OMcsathZoyPmBpiPpSisLQfFOneIYc20oSdf8AWW8hw6n6dx7it2gAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBKKQsAMkgD3qrLqNnCCXuIxj/AGhUOUY6tjUW9kW8ijNYN34r022U7JDK3ogrmJPHl1PcPDFB5IAJB3ZzXJVzChT3lf0Omngq1TZW9T0XNFeRWfxL1C0uCbyP7RDu5AIBA/Ku10vx5oeplUW8EUp/5ZzDafz6VpSxlKrsxVcJVp7o6jNLUEdxDMMxyo4/2WBqbI9a6VJM5rNbi0UZoyKYCUVG8saDLOoHucVVm1ewgGZLqED/AHxUOpGO7KUZPZF6jNcNrnjqKBWjsTuPZ/WoNF8bTFvLvI2kXGdwPIrjlmNCM+Vs6lga7hzWPQPworPs9Ws74AwzKWP8J4NaFdkJxmrxdzklFxdpKwtFFFWIKKKKACiiigArK17/AJBp/wB9a1ayte/5Bp/31oAj8O/8ek3/AF0/oK2axvDv/HpN/wBdP6CtmgAooooAKKKKACiioppooImkldY0UZLMcAUAS1Wvb220+1kubuZIYIxlnc4ArzfxZ8aNG0bzLbSR/aF4OMqf3an3PevEvEvjHXfFtyZNTuz5I+7BH8qL+FAHovjr4yPfLNp3hxisPKvdEcsP9mvLre3fUjJdXdyT82HZ25JrPUbRgd6YHKGRDyD8wGaALazwW+o3S2oDKIQRnuQa6Lwb4VuPHGp3EDalBZR26K8kso3EgnGFGQM8Hv8Azrk7Z4vtKnGGcFOR601thyG28etAH07onw38F6PbKrwW2oXIIY3F66yNkdMD7q/gPrmuzhnsLeJYopbZI1GFVGUAD0AFfJOgeF5/EAuWt5YUW3AL7hk4OTkAfSuhi+GRaF5JtVtoyg3Mvklj244p8rtcErn0z9utP+fiH/v4v+NRXEunXULQzyWssTfeSRlZT9Qa+e4vg+0rxous22ZfufuDzxkVwviLQW0LVpdOn8uRkUNuCgA5GaQ2rH0Lrfw08Kahh9Pni0q49bZ1KN0AyhOPyx1NeEXd5a/8JVJbx3RltNPeVROQVD4O0NjtmuONqsgypAP0pwRrfTbjcRl3VPwHNAju21pI5g3nMjLyrqxDD6EVp+CviLqnh26knaaW9sbiQs8M8hbj1Unoa8qhmnfEAYkNxg9q6CT9zbJEvGBikB9KeH/i94a1u6NtLLJYSZ+Q3OAj/Rhx+dd9HIsiB0ZWVhkMpyDXxW7CONEODmur8MfETX/CjiK0uPOsx1tp/mX8O4pgfVlFea+HPjLoGsMkGoBtNuGwP3pzGT/vdvxr0SGaK4iWWGVJI2GQ6MCD+IoAmooooAKKKKACiiigAooooAKKKKAEopD9a57xJ4gGlRCKBlNwx6HnArKtWhRg5zeiNKdOVSSjHc09R1ey0uHzLqZU9Bnk1xmo/EJfmFoFVR0J5Jrjdbv5724Ms0zOx9awWck4JrwK2Z1KulPRfie3Qy6nBXqas6G78UaldyHfcyMp7FuKrJfyuQCazIV3GtOK0UYJJzXl1arfxM9CFKMfhVibzXbqxqeFAf3nfpVfy2B4FTRMUUg8VyN9jVo5zV4zbXTIBhTyKo2myS5VZGCj3rqNQgW7hK7QXA+U1zqxw+aUmXaQetejRqc0LENHQJcyWkeYJnTj+BsVJFr2qp9zULkD08w1lxJGF2rNx71ct4Y4zmRwc9MGodScdmyHSg90bA17WxGMX02PdqqTa9qzA79QnP8AwOqV8JzKBBINp7bhVO4t7h1EZdY8csSapVKr3kxexp9kXH1K6mbMlzI593JqVbhUTe75I7VnwQW0KjzJPMbvT5TAR+761lO7eruVGCWyJDcvc3CqqLjPJPpVwXIjlZUxzxVOFPLty2Pnb+VQxsRLk1LSZoX2v54JP3cjKfUHpXRaX4x1W3iXdMJlHaQZ/WuPlO5s1ZhkKIoHStIV6lLWDsYVKMKitJHp9h45t5sLeQmE/wB4ciuktdRtL1A1vcRyD2PNeMJJ6GrcNw8Z3I7KfUHFd1HOqkNKiucNXK4S/hux7MCCKXtXm+meLr20kRLh/Ph6Hd94fSu60/U7XUoRJbShhjkdx+Fe3hsdSxC9169jysRhalB+8tC/RSZpa7TmCsrXv+Qaf99a1ayte/5Bp/31oAj8O/8AHpN/10/oK2axvDv/AB6Tf9dP6CtmgAooooAKaWABJOAPWnV4H8Y/iLdLfv4a0e5MSRcXcsZ5Zv7mf50Adn4x+MGi+HPMtbArqF+vGxG+RT7mvDfEfjnxD4snLaheMkGflt4TtQfh3rm44udzZJ6k1OMCgBqoFp2KKB0oARhxUUik7XHVf1qamsvGaAIDwQ69Oo9jT7pVFyxA+VgGHHrQo2sfQ9j3pz5mt42HVCY2/Dp+hoA1vDPiq/8AC0txJYpA5mUKwlXcOM/41oSfEHWZLs3JS0ViMFViwuPoDXJY7UtNSaA7iD4peIbbHlLYgg5BMG7B9smuT1zWLzWryS+vpA87gKSFCjH0FVSahm52j1PNIB0eFj6dKr3z4sYB/wA9GaT+lLcyhIQB1NLdQs80EbfcjiUH3J5/rQA7SrfafPf6LWiW8x9x6CoowQgGMD0FScADFADZPmkX0FITzSnrTTQAu7sehrp/C3jnXPCcymwujJbZ+a1lO6Nh9Ox9xXKGnI+OD0oA+ofCHxS0TxOEt5W+w6gePIlbhj/st3rvK+LYj8yspKtnII6g1798KvHsusxf2Jqsoa8hQeRMx5lUdj6sKAPVKKKKACiiigAooooAKKKTNAFPULxbGyknYj5Rx7mvL76V7m6aWQ5L5JJ9a6fxfqPmTpZRt8q/M2D3rhtWuHijVVON3U18lm2KdWt7GOy/M+gyyhyU/aPdmTeSBpCM96peSzHPamzks+Sc1LErbMgnmuVLliei2Tx4UjHStZXURg54rJjRi1XJcrFntWNRKTKRZWdSeO1Nkm6nPNVFzxg9RSPIwznHFRyK47j5LgHLLmqdxbi8BIwsg7+tWHAYYAqykYVQPatFLk2JZhpBLDJtcYHr2qxhyDs5bBwK1DGrDDLmmi0jUhtjDHoar26vqJnNtazh/MiYyKH2EuR8uQOf51o29tKYF3MWHOGJ6irbWNorsx8wk+9WIkQKFUOfqa3rYiMopJGcKbTvcqrad2GasxWcYOXH4U938ocj86hNwx+tct5M2JZAu7BIqDylHJIppZmJJ60bSaABlDGnBcfSgKVGaGyVxQImibn2qyjVViG1RUiNmTHvWUkNFxeau2eqT6VcLcQH5h1U9GHpVEnauRRcjFsj+9FKpKnNSixVIRqRtI9g02/j1GwhuoiNsi5x6H0q5XnXgHVmW7l06Q/K6748noe9ejV9zha6r0lM+UxFF0ajiFZWvf8AINP++tatZWvf8g0/7610mBH4d/49Jv8Arp/QVs1jeHf+PSb/AK6f0FbNABRRRQBh+Lddi8N+FtQ1Z2AMERKA936KPzr4znupbmeW7uHLyyyF3Y9yTk179+0LqrRaBY6XG5BlczOoPZen6187zP8A6JHjuc0AbQ4A+lGabCd0CH1FPoAaTjtRk4paDQAlLSEmloAYybu1MiJAuIzwQVkA/Q1N2qIcXcY7OhT8eooAAyt94DPvS7IyeP50oAx0waQKKAF8kf3jTDbIW3MxyKfgUu0e9AFea2iYKAPmZgoP41ZmCtO7YGM8U1VzdxDsu5z+A4p3bnrQAZ4xSUtIaAA9KYetONNPAoAaSTSdjmlPWmSNtQmgCa2m2O0jH5EArd0nVJdK1Oz1K1fE0EgkT/D8RXN8rp7noXYCrNtLv1CKFT8sa5b64oA+xtB1m38QaJa6nbH93OgJH909wfoa1K8P+CXiMxX13oEzjy5cywAnow+8PxHP4V7hQAUUUUAFFFFACYqrqF3HY2M1xIcLGpNWq4Xx/qhSOPToz9755D7dhXNi66o0nJm2HpOrUUEcvHdPeXE87nLO5P51nauMmMEdjU0Mgt409XYUzVh88f0r4W7dXmfU+tiklZHNzEBuBVuAZRRVecfvCAOKtQ/KqiuyT0JLsEWTnsKW6IEJXjNMkdkgyKq+Y0hOTWKV9RksWNiZ64p12AkIx1amx/O6gDpxxViVfPu1hwMIMsaPtAFvAEhV5DmlWcPIVXoKivLgtJ5EZwg4otYtmSRk0nHdsC9EuTkiqt3e7TsTqKtbykbEVhSsXlYn1qaUeZ3YBvcuCSa3IEEdp53fHNZUVvllLHj0rVuGVbYRjgAVdR6pIDJnmaSQksee1PiQkVDgPMAOma0I044pydkMYkQ6nipMBFOKikY7top5BC4qGIiaXcCMUJ83Y06OIvIAOualeYRNsUAkU7jEjFMibdOfY0nnOc81LaqPmPfNS9gLY+aM+uaW8OLNV7g02P8A1gHrRe8uV9qxXxD6Fexv203Ure8UkGJw319RXtenXseo6fDdxHKSoGrwWZ+Me9ekfDnUjJZyWMjcp80f0719JlNfll7N9Tx8zoc0faLdHfVla9/yDT/vrWqKyte/5Bp/31r6I8Mj8O/8ek3/AF0/oK2axvDv/HpN/wBdP6CtmgApjusaM7sFVRkk9hT688+MHiY+H/BskED7bq/byIyDyB/EfyoA8T+J3iRPFfiu7mhJNrCnkQ+4HU/nXmzsfs4U9Q1bqrvgYHPTOa55jywPrQBv2bA2qfSpqraec2qj2qz3oAQ0lOPSm0AHNBNJzS0AFRTZVA/dGDflU3FNcb0K+oxQA58CRsdCcikpkZ3QQt324P1FO5oAWiigUAJHy88gPRRH+Zyf5UtNi/49gf8Ano7Of5CnUAAoNL3pDQA2kJpxprUAMNV7hvkxU7darXB4FAE144h02H1LZFO0IbppZm6kVX1c4htk/wBkmrOig+S79O1AHQaJq8uheJbPUYTgxSK59x3H4jNfW9jdxahYwXcDbopkDqfYivjG4fZcLz0r6N+D2uNqHh2TT5WzJZsNmT/AelAHpVFFFABRRQaAI3kEaMzEBQMk15D4gupL7U57hvus2F57dq7vxVqv2aH7JGwDyLljnoK84mcuzZr5nOcVzSVKPTc9zK8PZOrLrsU72YJDCB1znNW9RIlt4ZR0IrHvA4cEg7e1atky3en+Vn506V4zjomeuYlwhMvTipEGZEXPFW5oT1x0qo42sMVopXVhWL06f6MD2zVLGK0ARLbjPaqTSIrH5cj3qY9hjopBECxGT2qUbobZpicO/UnsKrTTW1tA1zcyCOCMfNz1rzbxJ4xu9YneKAtBZjhY1PLe5Nd+EwM8Q9NF3OXEYqNFa7nc3XirQdMDCW4M8/dIhu5+tYE3xNZH/wBF05Nv/TRz/SvPexpM17tPLaEFqrnkTx1WT0djv/8AhaF6VKvp9rtPXBatrRddtdbUvEpSZfvxE9Pp7V5Pmus8JmPS/wDiaXrNHA58qL/bPUn6CoxOAoqm+SNmVh8XV50pO6PTUHOaknZnXGe1CbWVWU5VhkH1FK4r5Rq0tT3U7oqQwkNuPatGMARg1WUVbUfuuKmcrlFDrK31qcn5M/hQkOWNWUtTNiNR707iKJZuq5B9qbsZmLHqauxLZsZNtzHI0f3lRs4+tQSXKFsKAF9qq0lpYEM2YqaAEAioTOvpUlvIHcAdzUtOxRdgUtOv1pt6f9IOPQ1Zt1w+6qeoEq5I78VjF3mBjzY37fU10nhq+bS9TtZgcLkK/wDumuWkY/a0U1sQn5B2r0YVHSnGa6GVWmqkXF9T3VSCAQcg1ma9/wAg0/760zw7e/btEt5ScuF2t9RT9d/5Bp/31r7GnNTipLqfJTi4ycX0I/Dv/HpN/wBdP6Ctmsbw7/x6Tf8AXT+grZrQkDXzN8bde/tXxv8AYI5N0GnRiPA6bzy39BX0B4p1yLw54bvtWlwfIjJRT/E/8I/Ovjq6u5b++mu7ht008jSO3qScmgCaP/Uke1c24xI31rpIvukVz1wu25kHoTQBraaf9GAq5nmqemH/AEcVbUfMaAFbpTBUhNRDrQApNJRR3oAcKKQdaXFADI+ElT+4+78D/wDqpwNNXi72/wDPSMj8RyKd2oAM0kj7Ynb0BpajmG5UjHJdwKAJMbVjT+6gH407HFI5Bdj6mkzQA8Ck7Gux+Hng628Z6ndWlzdS24hg81WiUEk7sd674fAvSzvB1q94/wCmaUrgeHdzTGr2r/hR1j9oVE1y6GeOYV/xqKb4HW65/wCJ9LgH/n3H+NLmQHihPzYqGQZYfWup8X+FF8K6qlot61yHUtlk245+tcvIP3ij1OKpAR6wcywj0jFXtIGLIe7VQ1j/AI/FHoi1p6YNtnH70AMuzmfjtXpnwn1z+y/FNorN+6ux5D/0/WvMp+Zs1r6VO8JSWNtrxsGQjsRyKAPseiue8JeJbbxLosd3CxMiKqTgqRiTHIHrXQ0AJmq93dxWdu0spCqo/P2qc4xXAeJr97nUnh3fu4jtC+/rXDj8WsNRc+vQ6cLh3XqcvQwdWvLq8v5rqX7rn5RnovassSRMSu/a3oe9aE00SnDuAfQ1l3lskoLwMGx1ANfGKcqsnOe7PqIxUEorYhuVDKVYjNRWdwbSfcOneoDIxBVu1QGRu9bqOlijoLkLvDJ911zWbNHg57VZsZhNZhTyY+KbKN1Y6xdh7jYJR5O3vVGZgGIpRJ5czA9qilIZsrzW8Ya3JaMHxuLg6DF5SsYzMN5HbjivNTzzXutvuNsyKEYleFdcgn3rzDVNQ0k3kqXGgLBcKxD+TMyjP0r6HK63NT5Etjxcwp+/zXOXOalgt5rqVYoInlkY4VEUkn8q1U1DSYyGj0YOe3mzsR+lX7HXtVu7qKw0aKCyknbYq2qBWJP+0ea9Tmdjz1EktvB32C3+2+I7hdOgAylvnM8x9Ao6D3NZOsaq2oSJDCnk2UA228I/hHr7k10Vt4D1u9vrldVaSExws4lc795HRc1xUiNHIysCGBwR71EJxm3Z3sVOMoRu1Y9Z8IasdR0WNWYGaD9249h0NdA7cV5V4K1C5stVfyYHnjkQh0U4HsSe1d5BrVxNNDHc2KwCZyqFZdxP4V4GPwMvaOUFoethcSnBKW5rI/NaMa5iHvWbgDk8AdaSPVJ9RZrXSADs4lu3GUj/AN31NeUsPKeq2O91VH1L9zcWVhHvup0iz91Scs30HWsjUddeG2Jw1srAlYs4lZfVj/CvsOTVLWLFLaMzDzJ3X55blzmRSOjD2HpVCO7fWFSZLRBITta4kGQcdwK9KhhqUIqpuclSpOb5UP0OSJftLxTYedt5iC42itgZFQ2tgsB3MS8hGC57/wCFXWiyOK5cVVjOpeJ00YuMbMZGPMYjPbNaunW4HzsMntmq1laM7Fs4rbhj2IFrzq1TSyOhCttRMnAArEvLkTuSOFHSr9/KSpReBnr61hXcgVNoIz3p0IX1Eyuq+bdhvStZcqAB1rLtcmTgEnPat20tjuDycHsK3rSsI7nwZfiH/Q3OBJ8y/XHNdHrv/IMP++teWxXNza6rb3ESkrCwIx+telancx3WirNGcqzKa+lynEe0pcj3R87mNDkqcy2Y/wAO/wDHpN/10/oK2axvDv8Ax6Tf9dP6CtSaaO3hkmlcJGilmY9AB1NeueceIfH/AMRFF0/w9C/3/wDSJwPQcKP514ctbPjLxE/inxff6q2RHJJtiXOcIOBWMtAFuE9qxNQXbeyD3zW1EelZWrLi6B9VoAtaZzAK0F6ms3TD+5/GtFTzQA5u9Qg/NUxqDPzGgAakoJppPNAD+KkFQqcmpRQBFKdkkL/3ZB+vFSEbcjPQ4qO6BNu+OuMins2cPx86huPcUAGaap3Xf/XJC34ngU7NRQjKSyf33wD7Af40ASjpRmgUhoA9Z+BBA1/VXbotoPy3CvWNZ8Safo2lxancmQ20sixqY1ySWOBx6V5H8DCRr2qLjrZE/wDj1dd8SCT8OrNyACLuDpwB89Q0B1Wua1Z+H4E1C+Z1gWRFJRdx+Y4HFS6pqljYyQLdXKQ/a3EcIb+NjyAK5T4qEHwXKc4+eE/+PioviEwb/hEWU5zqEBBH+6KgDzX4rOW8SRZ/55t/OvPRzOg967v4nyB/E6YOfkY/+PGuGiGblfrVx2Ap6uc6g/sAP0rXs8raRj2zWPqnOpS/UCthW8u0X/cFWBCTvY1esGxmqUQ9as252NxQB7j8FdbjU3ujOQHc+dF744Ir2Svk7wzrMuh65a6jEeYZAWHqv8Q/Kvqq1uYry0huYWDRSoHRh3BGaAJTzXkviQyWGt3SzPjc5dfcGvW+1cX488PrqOnG/iU/aLZeQozvX0/CvNzLDOvR03Wp24CuqVXXZnl1xco7E7ie+aXT2huyRBMRIOq96ybgu+UHA78VBGksEqyRMQyngg9K+eVFctj6TmudZdWZMBfHzD9axpFwxrdsb5r7TZDKoEiDBx396ozW6uMhsfWuaLcW1IpDdIUn7QO4UGnvMqsQadpqBLl03ZDoRn0qGaE7yaJWcrjRDdYJ3j8aq55q46ZTBqqUwa1i9BF+2bEYrjviB4dbEWtQLlG+ScAdCOhrrbdgq4NPvJ0nhNtIm+FhhlPQitsLXlQq8y+Zz4iiqsOVmJ4U8JaXF9k1guZiyb/JOGUHHr3ri7qzuNJ8aR4QRE3IaJh0wW4roL7XrnwrANLsoFdEO8SnkhSc4I7ViXt9eeLry1isrTy2h7g5wT3zXu0va80pzfus8moqaSjFao9c1TVLXR7I3F7MIoycA9ST6AV59rFlZeMNQjOl4iKLumkZNuQemB3rasvCRuo1bX7ya+dQQiFyFSotRtfsUcFt5m26hG21khHzOvYMPSuHD+ypSfJK8vwOmopVEuZaGZfaemk29vaadtZ0bfMz4AI/2j/SpdLvfK1XzXuDPHtwzGBuD/setaUOm3N5eRPqTwuq4YwwrhS3+1610t1NHaWwOArNhVUDk/SitjEv3drtlxw7vzbIwJY7vWWEOyS0sScszcSSD0A7Culs1t7CxhtYwsa5IRR1Y+tc3f6p9hClnUOxwu4/06mq6G8vYyG86GNxiSeT5ZJF/uqP4V/U1zSpyqRTlpE0Ukpe7qx+ptJrFw1rbOFtEbEswPDn+6PX61NbRIkixqMKvAFTJ5cMKxxIERRgAUkA/f5rKrUvHlWyN6cLavcsnqPrV6KAOMmqbnAwKv2bloxnrXn1NEbou28YjjwPWrX8FVg3Spi+1SfauORRialdbHKj1rOt7Sa/uNsXT+Jz0FPnia+1MoThAQCQa2b7ULXRbFUCjcq4CAdfrXox91KMVqyWxrtp2iQq0sgUnuRkt+FQf8JHYPkxszf8Brh9Sv59QuWnmPJ6DsBUFnMy3AXP3uK6/qMXG8nqTc7867ERwf0re8Pa6LnzbAODvAkA9Nv/AOuuDjt5EwGHNegeF/Cj6Zpj6td5WefasaH+FD3+prqy3DuNZOHTc4MwnD2TUjvPDv8Ax6Tf9dP6CuK+Nfin+wvB7afA+LvUiYhg8qn8R/pXa+Hv+POX/rp/QV81fGHxIPEPjqdIZA9pYj7PGR0JH3j+f8q+mPnTgoxUwqNBwKlxQBPEelUtXT/Vv+FWoziodTAa1B9DQAzTT+6/GtICsvTThfxrUWgBahcYap6gfqKAG00nmnd6Yx60AKp5qZearIeasoaAFcZUg9xioISDaRZ6plD+Bqwaq2+cXMf9xww/GgB0z7Inb0FPjXZBGncLk/U81BN85ji7u4FWXOZGPvQAU00uaaevFAHrHwLAbxLfKehs2z/30K9h1vw/YaroD6RcKxtmXAOeVIOQwPqDXjfwPOPEOon0sWPH1Feqan/bz+FbKbQZITeJh2W5BAlXByvPQ1DA468+HmpX3lWWqeKbq70uFhtg8sBiB0y1Wh8Pr+21GwudR1+W/wBP0795aW7pgqwHGT7cVLp3juGW+XTdftH0bUs42zf6qQ/7L12mpODprMpDAISGByDxUNuwHzb8RGz4jhJ7wZ/8eNclbj/Sl+tdV8Qyf+Ehhz/zwH8zXLW/Nyv1q47AZ2oc6pL/AL9a9wMWqj6VjXfOpy/9dDW3cLm3/CrAbF9wHFSoeagtuY6ejESEZ4oA0bdsdK+gPhB4gOo+H30uY/vbE/LzyUPT8q+eoTjFd18NNdGh+MLZpG229z+4kPYZ6H86APpSkIyMYzQKWgDlvEXg2x1mBmhijgusfLIq4598V5Hq2hX2jXJhvIGTnh8fK30NfQlVr2wtdQt2guoUljbqrCuHE4GFbVaM7sNjp0dHqjwbSA/mSIoyrKcjtWp9nXytrY3etdfqXw+EcLnSJzGW5KSc/gDXL3Gn3+lr5N7Ewcd8ZB+hr5vF4KtSd2tD26GLpVfhZnQxeVdqe2SKSQfMw96jW6c3KrgYLY6VYkG2RvY1xO6OsqNGSMYNQtbtk1caQZ5NNLL6inFsRXjhfHSsvXrqWxWOGBN95cnZCg6/Wto3UMQ5OT7Vyup3Mj+M7O452pB+6B79jXdgo81S8lok2c+Jk1Cy6jo9OlW0awBEkrc3d0RkE91GevpWvp1nBZbVhSOGFOp6DHuamt4ZZ8KAQvU8cCsvWLs6rcHRdLgaRsYmuZVIWMew7n611Oc8RLl2j1OfljTV92O1XxbG86WOjhrmdiNzp91R6ZpbVJI90tyfMun++57ew9qt6ToNjodt5cKb5W+/Kw+Y+1TTMhOFUVjUq04rkorTv3NqVOT96e4/TMy3qLgnJrAvpNS1nX7i5tZ/Ks4WMCMe2OCQPfmuu0iMZ3gAH1rE0Joxo3z43efLu9c7jU0J8inUS10Q6seeSg9hmm6XbWsqzOPNmD5MsnzH9av3k3nTEgnHQU/aJQSgwBULDIx6VjOrKbu2axgoqyI1jeT7tOiVopsOCDVi2XaGJB45phfzJtzCsuYomVdx4q7Zq27A6UkKoIMnGcVZtmVVLcVzVHoUkWkjyAafIMRt9KI5Q3SorycJC3OCRXMld2KMiB4rUT3UmPlyQPU1yt7cS31w8srFtxzz2rSkee4l+zokkrE8JGhY/pW/pvw71vUCrNbi1Q87pTj9K9/DYefRXZzVK9OHxOxwn2UtVi10e4u5lS1heaQngRqSQa9o0j4XaVaFZNQke8kHO37qfl3rsrHTLLTYhHZWsUCDsi4r1aWBm9Zux5tXM4LSCuedeF/A2pPdw3utKiRoQwhJyxx64rvNcAGmYAwA61q1l69/yDT/AL616NGhCjHlieVWrTqyvI4Txj4pPhX4f388Emy8uZPItz3BIGW/AV8yZZ3LMSSTkk9691+KnhfVNb8N2+o6erTRWErmaFRlsED5gO+MV4YBgdMVsZDh16VKOlMQVIKAG9KjvjmyP1qR+nFVrts2pHvQA3Tuh+tay1k6d0Ye9aydKAH4qCTrU4PNQydaAGGo2p54pjdDQAxT81Wk6VTH3qtR9KAJjwKrRf8AIScdniwcdqnZtiFvQZq3aPaxW2VLeY4BkypJ5Hak3Ya1KkWnTSTNcoUdIFOQuSQenSoxzXW2b2lhprrIWW4fE9vIqEhufmDexH5YrntU8r7XvhTYsg3YwR39DSi7g1YpikPWlBpDVCPVvgiM67qXr9hf+Yr2vTvm0a1PP+qHWvE/gn/yHdSGM/6A/HryK7L4h3NzD4X0K0tLiWzF3cxwSeU2CFI5FQ0BZ8Y6n4UWFrbX7i1kHaM/O4+gHINcLomp64l+8Hhm31G58Otw41FeI17lWNbPiLw5ovgaxSew09L7VbidIYJbz94S5P3iDVjU9S8WeFltBr1xZ3unXbiBvIj8toHbp9RU20A8t+In/IxQ/wDXAfzNcxa4+0L9a6b4jceIbb3t/wD2Y1zVpzcD61cdgMq5/wCQjJ/10P8AOt6UZtz9KwJ+dQc/9NDXQMc2/wCFUBWteMilztmpkB5NOkGGzQBeibpirUUrIQwOCpyCOxrOgbirZbA9qAPrnQLl7zw5pl1L/rJrSKRvqUBNadY3hI58HaGf+nCD/wBFrWzQAUUUUAJ2qC4tYLqPZNGrr6MKsUlJpNWYJtO6OYfwRo73LXJibef4Q3ANedahGsV7NGOiuQPzr2o9DXj+oW5fWbgn7vmH+dfPZzRhTjFxVj2srqznKSk77HN3zlBt7is/znHetLVdv2h9tZL968uktD1yFpCZDk1YOgnWIkdpHhaMkxyL1B/wo0+1W4mZpPujtXQrMsaBUGAPSrnXlSfubkygpq0jOtdK1O3g2XGuOq9MRRKGP41z+gao1tc/YpOZBLIsjscs/TBJrq5maRgSa4u308v8RZwjfu4181/QcD+tdmHqe2pzU+1zkrU1TlFxOruJvl4NVY1yrzSMFiQZYmr7Wiv1Ncr4kv5TeW2kWIEsu4NIo7c8A1zYan7WXKtjerUVOJ19jOINOVm4kPzlfQnkCuY05nh1q9tWyFkczIO2D6V0MNhLFbJHI2+Tq7n+Ju5qtq1htihvY0zNaHc23q6dxRTnBTlT7ikpWUuxbiXEoTswxUMy+VIwq8URlhnhbcjAMp9qgngaR92K5G0nZnQn2Ejb92fcVU/iq8sTAAYojt180swGPepU0MaHbaBVuDLKKdsXbjaMVPEiInGM1jOV0NEkHyNg96jvQHkhQjIZwP1psjlZFHarEKCe8tcjrMg/UU8PH97EirpBs9XsNMs7GFBb2sUZCgZVRk/jV6kHTFLX6BFJKyPj5Nt3YtFFFUIKyte/5Bp/31rVrK17/kGn/fWgCPw8AbOYEZHmf0FcB4++Dtprpl1LQxHa35BLQYxHKf8A2U13/h3/AI9Jv+un9BWzQB8TX2m3mlXslnfWstvOhwY5Fwf/AK9V8e9fYviPwnpHimzNtqlqsnHyyAYdPoa+evHfws1Twoz3lsrXulg/61Blox/tD+tIDz9x8vFZ922I9vvWi+VA7+xrLviDKOMd6YD9PJ3GthDxWPYffatdDxQBKKhkGamHSopO9AEXUVG9SCo3oAgB+erkR461Rz89XITxQBZIDIQe4qe2voxGLObMMqj91KO49DUCmqt8imAsVBboppNXBHUNrK3WmhZGjjSLKuqdZOcg4/rWDdXLXc/mN0Awo9BVeP7t2v8AdkT+RoBzSUbDbFpfSkpc1Qj1T4KErrmpsBnGnvwPqK7H4jRSP4R0XUFAL2U0Vy0bNgsoHOM9SK474KkjW9Twu4/YHwPXkV3fxCbSP+EPs7jVrE3ci7BbQIxXMrDAAxUMDmPEPifT/HGv+HLLRTJLKLxbiYMhXylHXNdR8S9IutZ0WCKyVGeG6imfc2PlU81xNl8HrjyVu7zUnsrmXkQ2wJ8sH+EnPNU7zwjJ4c1yG01nUbyeC6YC0u4Z2VRIOQjqfWpYHKfEY41+1/69/wD2Y1zlkP8ASFrofiPxrtr/ANe4/wDQjWDpsbTXkMaY3OwVcnHJOBVQ2AxZR/xMXH/TQ1vHPkHHYVlahY3Ona7cWl5E0dxBKVkRuxrS3gwuue1WBXjGELU9yCgbNGNkBB9KitlnucQQRPLOThUVck/QUATWr5cr0FbWnaVf6xcraWFrLcTNwFRScfU9q7zwN8EtSvSl/wCIXNlbtgi3X/WsPf8Au/zr3TSND03QrNbXTbSO3iHZRy3uT1JoAPD9nNp/hvS7K4AE1vaRRSYORuVAD+orToooAKKKKACiiigBp6fhXk+tv5FzdOOodv516wen4V4/4oY/2jdRDoJTXh55G9OPqerlP8SRytw/mszdzVGTpWmLZ5Adg6VQkjKPtbqK8Wm1sj3S3bRiKLC9+pqXzQo96itsmJhnvUkcG8SHP3aiWr1BD1kyAay9HVZde1i5I+YSJFn2ArRC4XiqWkRPBfamWGPMuAR/3zXRRdqc/QwrK8ol3Vr1rDTHki5uGYRxDP8AEe9UvCujRacJ9Qu2Mt5cMfncfdX/AOua0HtY57qOeX5vLHyKein1rJvLu/u5WjtQYIQcea45P0FXRl+6cIu192Zzg3NSfQ6S41C0tlDzTxoOwLcn8Ky7jxJIkMslrpUsqopbfIdqsBVO0tIYVL7fMn6tLJ8zH/CrShpEIIJUgjmphGjGS6mj9pJD/Dt352jQyuUVZCXSMH/Vg/w5rV85PUfnXN6JbyQaTDG4wVzx+NX+a58RCLqya7lU7qCTNTep7iommVG7VRyQOtMYkmslTRtcuyXORwas2mWG4nispEMhwK27ZDFCgYVFRKKGmMlP74DFaunqG1CyXuZk4/GqAiJlD9qvaYc+ItNUd51q8J71aCXczxDtSl6HropaQdKWvvT48KKKKACsrXv+Qaf99a1ayte/5Bp/31oAj8O/8ek3/XT+grZrG8O/8ek3/XT+grZoAKY6LIhV1DKRggjINPooA838a/CPSvE6vc2LLp9+V6ov7tz7jt9RXz34j+HnirRtSFvc6RPKWOEkgUyI/wBCK+zKTFAHyr4t+G6+C/CeiX0zyNqF2xF0rH5UOMhR9K5BcZr3z4/nHhjSx/09n/0E14IooAkWo5KkFRyGgCHvUb0/vTHzQBUJ+erkPIqm33xVq36UAXFpkipJcW0MmQkkoBIqReRUd18sccg6pIrZ/Gkxo27zTNOtLbWHQzF1lTyvmGAe+a59Tmt7WJ1a2u1DAmS7B49kH+NYK+tTC9tRy3HUvFNpe1WSerfBc7dV1duRiwbp16iu38f2znQdC1WOJpodNuYrmZAOSnc49q4/4EBX1/UwRkfZBkf8Cr225hQr5ZjBjK7duOMemKhgZkt7a6jawX9rKsts+HV0OQRXB/EuaO7t9L02F919PexyRKvJVFOWb2FddaeG9N0P7U+nQPCtywZ4wxKAjuo7VizeHdO02O71WKJmvbnIaWRixUf3Vz0FQwPEviTzr1v/ANe4/maxNFONStP+uyfzFa/xGbOvwD0tx/M1jaN/yELY+kqf+hCrjsB6f8efCX2S/tvE9sn7q6AiuSB0cD5WP1HH4V5noOlapr90LbTLGa6lbj92uR+J6Cvsq6sbTUrA2t9bRXFvIoDxSqGVvwNLYabY6XbC3sLSG2hHRIUCj9KsDwjw98CdSvFWXXbxLOM8mCHDyfiegr13wz4F0HwpCBptkomx81xJ80jfj2/CulooAKKKKACiiigAooooAKKKKAEryLxLHv128H/TQ167XlfiGLOv3f8Av14meaUU/M9TKf4r9DFVUhiJx0GTXNzP5srP6mujv18uykOcZGBXO7DjOK+ew+1z32i1puwuwfpV1FJFwEHXGKq6fBuycHrWswjtotzf/rqak7S0AqCzKINxzTJgFxjsKdJfxscA8Vn3V20jbR0pwjNuwnYtwuGbbUV3ES4x0xUNpkyg89a0ZU3DOOacnyyBFKztSxYE8d6tPEkcZ5wBUgxbW5Yjk8ms2a5ac7QflPahXm79AsWIdhyB2pjj97gVJbReWuW6mhE8y6A/Gm3qITyzipUsjJ8xOB6Ve8uONOQPxqvNdhYgEHNZqTeiKSGw2oi56npVwzAIPUDFUDMy7E3ZY9ae6SqOc1Motv3hk7XTKM4qz4YkNx4usSTnEuax3ywwST7Vu+CIWbxRatt4U5/Q12YGCVeNu5z4t2oy9D2QUtIKWvtT5MKKKKACsrXv+Qaf99a1ayte/wCQaf8AfWgCPw7/AMek3/XT+grZrG8O/wDHpN/10/oK2aACiiigAooooA8g+P7EeH9JHY3Tf+g14KnSvfPj6mfDWmP/AHbo/qteBL2oAmB4qGSpR0qJ+lAENNkHFPpjmgCjJ96rVueKqSn5qsWp6UAaK5pLhGeBlGMkcZNLHTz0oAkvrqG4hVY4ZI23lmLPuB+UD+lUMVK9RUkrALS5zikozzTA19H1XUNJeSSwvJbZ3XazRNtJHpVy48W+It2Trd//AN/zWJETinSHdwaQFyXxZ4gU5/tq/wA+85pl54y8TC38qTWb0AdVZ6owS2sUjm6tTcIVIUB9pDdj/wDWrbvPEujS2EdvJo6hlV8yBVLMSMDJ68UWQHK3Wo3epSLLeTtNIqhQzdcVoaP/AMftv/10X+dVNQms57nzLKIxxlRlSO9W9GGb2Af9NF/mKAPtSHmCM/7I/lUtRQ/6iP8A3R/KpaYBRRRQAUUUUAFFFFABRRRQAUUUUAJ3rzPxEMa7c5/vV6ZXmPi1zHq9zgZJrxM8/gx9T08qf75+hzGrXcfkeWME5rD80ucKOtao05pxudsZ7VKllBAQfT1r56nKMI2R9Ax1jEYIRu+8eTVHVp2Mu3PAFXpb23iQHfk+1YV7dCeRnHToBRSg5T5mhEcQaWTA5qyltl/n6UtihjhMr8A9KlifzGJxW0209BFm3jBOOwrQISMZPSs2Gba59DTbyZ2UYziudxcmUR6hd+bJsT7oqOzhDvuPaolhZ3BOcVo28eG4B6Vq2oqyEG7qKWDiYE/SmHhjTos+YKy6ASX85UBRWYZWPc1eu1MkmewqpDF5s5UdKuFlG4y3p8Bmm8x/ur69615ACenFQ28YjXA7daJJucDmuecuZjEEMYycDNdL4GiEmuOVx+6TJ9s5rjbmdlcDHWuz+GeWvNQc9dq/1r0srp3xEWzizCVqEj0oUUUV9ifMBRRRQAVla9/yDT/vrWrWVr3/ACDT/vrQBH4d/wCPSb/rp/QVs1jeHf8Aj0m/66f0FbNABRRRQAUUUUAeUfHsZ8I2J9Lwf+gmvnxelfQfx7z/AMIjY/8AX4P/AEE18+L0oAkB4qKTpUoHFRSUARE0xqdTH+7QBRn61NaHgVXuDg1LaHpQBrRnipDnFRR9BUuOKAIH+tQ9ameoM4NAD6PpSA0oNAGrpltbzITPMI+OPnUfzq1NZWIwyzYUttXM6n8TxWLHwKkY5oAuPp1k4GLgbhxgTIcn2BxWZqWnxxID5xIA5I2n6dDTJhWfdfe5xxSAm+zhLcuk0brnoDz+Vami/wDH5b/9dF/mKxov9VitnReby3H/AE0X+YoA+0of9RH/ALo/lUtRQcW8f+4P5VLTAKKKKACiiigAooooAKKKKACiiigBK808WJnXZ88jjj8K9LrzTxi4j1mck4O0fyrxs7V6C9T0sq/jfI5m8uhbwkg/N2rnLi+nfIZyAau30u/AzmsqVd34V4FCmlufQMj81j71NbxmV8HoOTUUUZfntWlaQsGPvxW85KKEhzq8hC8Kg6CrcVsQmF71ZhtFAy3X0q3sCjgYFcU619EUjOW1ZTnrVkWWVG4jnqKl3oD94fnRLeQxrywzWTlN7IZGLRFqQKqdABWdJqgzgCqz3jOcgkfjVqnN7gXJcbzSR8NmqJlZu9SwyEZzWrhZBcsTsFjJ9aWwULG0hxnPFVHkL/QVatELKF9TSatGwi8X/ck9zTEX5NxqQgbQo7Uj/dCiudMqxQvBkqw6V3PwwGX1Bv8AcH864yVAQAa7n4art+349Vr2Mqd68Tzsx/gs9Cooor6w+bCiiigArK17/kGn/fWtWsrXv+Qaf99aAI/Dv/HpN/10/oK2axvDv/HpN/10/oK2aACiiigAooooA8m+Pn/Iqafz/wAvf/spr59Q9K+g/j3j/hE7Ak8i7GP++TXz4hoAm/gqB6n/AIKgegCE0j9KUnmkf7tAGdc9afa0y5+/S2pw1AGvF0qf+Cq8XIqx2oAhcVWbOatPVd6AAUopAaUGgCVDin0xOlOzQBFL1rMuuWrTlrNuByKAFh+5Wxo/F5B/10X+YrJh+7WrpvFzF/vr/OgD7Ut/+PaL/cH8qlqCz/484P8Armv8hU9ABRRRQAUUUUAFFFFABRRRQAUUUUAJXk3xCZl15gCRlFr1mvMPHdr5uvbj08sV5WbNKhd9z0Ms/j/I8+wzHuSelD2cjIWA4FbkNkm8AgY9ai1SWOyhIUjew4FfMxq80rRPorGQUjtY8Hlz2rV0yLfbiT3x0rnixdizHJ75rZXV4orRUhQqyrjGOM1rVhJxstxGw22KJnYjCjJrnrrU5Z3Kq5WPsBUUkt5eHc+4g9qlTTgMF+vcVnTpRp6y3GQrI5/iNKQ565q0LZUHepAnFU5LoBRWB3I4q3FYqCCxqVRgUM56Cpc2wGtbIDgVIbbEfFRbm65qfzD9lZjz2qG2BH5KxoBgEmrMKFEzjiq8RaYRD1XJq6ZAXWJeQOtTO+w0TJGSAfWlkjCipgQqCsy9vfm2oaxhFyehVwmcDmu1+GL7/wC0T23LXnMkrOeTXovwsH+j6h/vr/KvbyqFq6POzL+Az0aiiivqj5sKKKKACsrXv+Qaf99a1ayte/5Bp/31oAj8O/8AHpN/10/oK2axvDv/AB6Tf9dP6CtmgAooooAKKKKAPJfj6pPhTTyO13/7Ka+fkPSvoL4+HHhOwHrdj/0E18+JQBP/AAVXc1Z/hxVZ6AIj1pH+6aKG+6aAM25++aLc4ai5/wBYaSA/OKANiHoKsjpVaD7oqyOlAEb1XfrVh6rNQAlKOtIelKlAEq9KXPNNWl70AMlPWs+cZFX5TVJ+aAFhHFamnnF1Ef8AbH86zYhxWjZD/SIvXeP50AfaNiSbC2J6+Uv8hVmqth/yDbU/9MU/kKtUAFFFFABRRRQAUUUUAFFFFABRRRQAleceNj/xN/fyxXo9ebeNyBrOScfuxXk5z/u3zR35b/HOVur5bOPI5c9BXNzyS3UuXYse1W76QSXDFTkUxITHGZG4FfO0oKCv1PoymV2HFXLO2SQ5I5xVN2DSE9q0bSbbEBjGK0m3YDUjVUiwccVF5kbHhqryTMykDpWd5rCTaDzmsFTb6gbnyEc4pPLU9Ky/3q4LEgGnrLIOhNL2YGgYcUwwY5qGJ5mUkN09akW5ceh/Cps0AeXkHjFNUj7JIp+8OQPWplnyeQKXaHdT2zzRzNbjHWkflW6kr823FNRisp45Jq75eEqFIsz57Vm5XbuMkZz5Rx1xWNcAh+e9bzRHaaybuMYyeop0ZK4Moqu5q9M+F6hbfUQP+ei/yrzeL5W5r0n4Zf6nUf8AfX+Vezlr/wBoR52Y/wABnoVFFFfUHzgUUUUAFZWvf8g0/wC+tatZWvf8g0/760AR+Hf+PSb/AK6f0FbNY3h3/j0m/wCun9BWzQAUUUUAFFFFAHlfx5I/4Qu1z1N2uPyNfO6dq+gvj9/yKWn/APX4P/QTXz4lAFjPy1Xfk1OOVqu3U0ARHrihvu0HrSN0oAzrn/WGmRcOKfc/fNRp1FAGzbn5RVpT8tU7Y/IKtr0oAa9V3qw4PrVZxQA3PFKhyKTtSpQA8cGnZptKT6UARy96qHmrcpyKq96AJYxwKvWgxOmem4VUiq3b8TIf9oUAfZ+mENpdoVOV8lMH/gIq3VPTP+QVZ/8AXBP5CrlABRRRQAUUUUAFFFFABRRRQAUUUUANNeVfEGUjXHUH/lkteq15X43i87xJISflCKCK8nOGlh9e6PRytXr/ACOMtbXzZQzA7RzzUmoqTFtHStUIqrgAYrK1F8kKK+YjNymfQtGOFIq7BgRD1qqy4qSFvmArqlqgNBMd6SysjLebmHyqc0+CMyOFzxWzHHHCnyjtz71yzqcuiGjPv7cMUxxVVtkC5J5IqXULs7l29RWQZmlkyxzVwi2tQL9tKWdgejCp1iy6qehNRW0ZjBJ7iriD5gfSoqS10ENukSKRUQYwOaSInNSSReZJuNPjt8d6zbVhkqsz4qxFH+8FVvtMEQwCWYelPiumlbKrtrOUWMvFcDFZd1bs2VA71qBsgZpCMmsoycXcDC+wSZ6fpXoPw5i8mO9GeSUJFcxJgLXW+ASD9tIP93+te1lFRyxKv5nBmX8BncUUUV9gfNBRRRQAVla9/wAg0/761q1la9/yDT/vrQBH4d/49Jv+un9BWzWN4d/49Jv+un9BWzQAUUUUAFFFFAHkvx9z/wAInp+Bx9r5/wC+TXz2p4r6N+OsJfwRDIOkd0pP4g184qaALC8g1A/WpojkVE/U0AQHrQelDdaD0oAzrn75qJamuh85qIUAalqfkFXgflrPtDxV9elACN0qu9WGPFV270AMPSlTig9KBQA8UuaapoPWgBknSq4XJNTSHmolOH5HBoAni4q3DxKn1FVU68dKtxf6xO3IoA+ztN/5Blp/1xT/ANBFWqq6cMabaj/pin/oIq1QAUUUUAFFFFABRRRQAUUUUAFFFFACV5h4v58Qz/7q/wAq9OzXFeIvD19eao9zboro4HfBFeVm9GdWhaCu7nfltSNOtebtocQ3ArHuepJFdx/wh2rSA/ukX0ywqu3w91i5dd7wRjuc5rwKOArp/Az2njaC+0eeS5I4HApISQ4r1q1+F2niMfbLuaR+4TCipW+F2jZzHNcqexLA16Sy2q4nO8yoX6nn1ghLBjxV+cERN9K7RPh7FCf3V4xA/vJTZ/Ac0qkLeqDjjK1wzyrEuV+X8TVZjh7bnlVySXOewqbRLVbt5JG+6pwM13TfCq5cEHVEBPcR1YsPhrd6cGWLVY2VuSrQ9/zrpll1f2dktRf2jQ7nKy2+0gAZHtQlu+R8prtD4Iv8gm4tnwePlIqCfwVrUissdzaxA8ZAJNcSyzF9Yl/X8P8AzHJXFxaWK7riVc/3Ry35Vh3+vpKpSBHWP07muum+E2pyMWN/CWJyS2ajHwh1Pve2/wCtdlPK5x1cRfX6H8xwlvqrxMcRZz6mr8fiB4BzajP+9XZQ/CC63AyX8S/RSasn4Ps8m59WGPQRf/XrZ5dKX2SHmFBdTk7TWZ72QIsQTI69ajudYuIiVUAsK76L4afYYxJb3xklUcKyYDVyd94S1g3HFjKctjhc4rkqZdOEtYGtPGUai0kU/s1xeiO4muGCkZCjgCu9+GCYt9QbczHzFXJ+lY9p4Y1aREjFo4AGMvwK7Twj4fm0K2uBO4Lzyb9q/wAPFdWWUKqq80o2SOTMa9OVLljK7Omooor6M8EKKKKACsrXv+Qaf99a1ayte/5Bp/31oAj8O/8AHpN/10/oK2a8s0f4xeA7S2kWbXdjM+QPsc57D/YrR/4XZ8Pf+hg/8k7j/wCN0AehUV5TH8efBpabzridECl4/LikYuR0UgqApPbqOuSO81n8dPBMyyfatRa2dORiCaRX4/hITP1yB2xmgD1CivKD8evB32OGQTz+fIW3wtC48oA92C4OR0A/HHWrVz8cfAkX2cQ6pJN5kgEhFtKoiU9WOU5+g59KAJfjYhb4fSEdriPNfNBBH1r3bW/i/wCBde0+40vUXkksZQ3zRLLvyASpAKDBJAHXuM968qni8GywSXFv4oaFwfktZrOV2OcY+cLjjJycdQcbuMgGAkm3qKRjk9K0ZIdEEKPF4ksWkJIMbwXC7PQ58o5HPt05oht9Ee1EknijT45T1i+z3RI/Hy8UAZRU00q3pXWWGm+CZoHOo+PIbaUNhVh0u5lBXA5yVXBznjFWjo/w7PT4j/8AlEuKAPO7rhjmoF6dK7+48O/D6U5X4jL7/wDEmuB/SoR4X8A/9FIT/wAE1z/hQBytn1rRU8dRXQRaF4CiP/JRIz/3CLj/AAqZdJ8CDr8Rk/DRrj/CgDmJOEzkVA33c117aV4EKFf+FiRHPro1yP6VXOleDAu1fiBasP8Aa0q6HH/fNAHLAFqCCDXTDSPB6fd8f2Z+ul3X/wARXa2fwN1DU9Ot7+y13T5rW6iSaFzDIu5GAKnB5GQR1oA8l7A0EEmvZo/2e9QKYk1+1H+7bscfqKsJ+z1IVxJ4lTPqtln/ANnoA8McEsRj9aZgbgMiveYf2eYvPkafxExTjb5dqAT9cscVd/4Z50jIJ1y949IkFAHgMYAwM1etk3XES9cuo/WveB8ANDCYOragW9cJ/hU9t8DNDtrqGddSv3Mbq21tuGwc+lAHp1quy1hQnlUUfpU9IAAOKWgAooooAKKKKACiiigAooooAKKKKACkxS0UAJilxRRQAUUUUAFFFFABRRRQAUmKWigAxRiiigAxRRRQAYpNo9KWigBMCjFLRQAUUUUAFFFFABWVr3/INP8AvrWrWVr3/INP++tAHwrRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX2/4E/wCSeeGv+wVa/wDopa+IK+tPB+qXkfgnQUW4cKunW4AGOB5a+1AHpdFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NFcd/a99/z8yfp/hR/a99/z8yfp/hQB2NZevf8AIM/4GtYX9r33/PzJ+n+FNmvLmdPLlmZ1znBAoA//2Q==", "path": "001298.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
001299
Men Tshirts
{ "bytes": "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", "path": "001299.jpg" }