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.
|
000400
|
Men Tshirts
|
{
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",
"path": "000400.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000401
|
Men Tshirts
|
{
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"path": "000401.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000402
|
Men Tshirts
|
{
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",
"path": "000402.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000403
|
Men Tshirts
|
{
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",
"path": "000403.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000404
|
Men Tshirts
|
{
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",
"path": "000404.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000405
|
Men Tshirts
|
{
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",
"path": "000405.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000406
|
Men Tshirts
|
{
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sL1wElVsnivOPFxH/AAksyDoqp0+lbB8IyQKXinYN33Hiua1OK6vNfNu//HzKUj/HhRWsLXujnqt8up6v4CtxD4UtpNpBnLO2TnPOAfyFdMRUFjarY2UFogULDGsfyjA4GDVnitzkGilxSUtACUUtJQAlFLikoEJRS0UAJRS0UAJRjilooGJSUuKKAEopaMUANpaXFJQIKSlpDQMKSlpKAEopaKAEoxS0UAFJS0UARilAopaQBS0UUwCilFGKACilooEJThSUtAwpcUUtACUtFLQAmKKWigBMUtFAoEFB5HNGKWgCjoFrHcakgVQFt9VuTJ/slkRgfyrotd8UJFPBp9laPeXU7iMKWwqjufwFZmhQt/bWsKmFM0ELJnj5sOpP/oI/KrugaSLSee6ulZbxsopk67e+3+dck7qTS6np0nGVNOXQ4+LSkX4lXMUa/uIpg5AHQlQT+p/WvVYuB71y1lp/leKtTmdCfMmLhmXGcgV08XWk3dktaDpBnr0qCWMBSMCrpUEVXmX5eaizEmczrFm13yRh8cMBg1xN54LjvpWSWCJlZsswTDH8u9emtEHJ49qktoIxJwoz3yKE5Gt0kZegaJFplvGkcXlqqgBe9bdyCbYqKmbCjtUbAlO2KaRN7niXjqzuItT3REmOQgsF4x2/zisOW5m06OAPbxXCSZwY2KsuPU9RXpXi/TRPKMqD1OPauRbQRPCFZQ69s9R9DVqSW4Si3sylpeuLeTCJGdo2H3ZDlkPoT3qHRdJOs/EK6vHX/R7GQFh6sOFH5jP4VsWHhyC0mEyJtbPQVm6Nb65B4lvbiyV/7PlvpBIBhlJViDkdR9aulZydjCvdRSZ6XRQOgzS10HIJiloooAMUlLRQAlIaXvRigBtFLRQIKSlooGJRS0UAJRS0UCExSU7FJQAlIaWk6mgApKWkxQMKKXFFACUUUtACUUtN70AFBoPWkoASlpBTqQBRiilpgJS96KMUAFLRS0CEpaKWgYmKWiigBaMUUtABRS4pKADFFLRigBKWiigQ0X0elXEd/JgRR5Sbj/lmcZP4EA/nXYTRxSxBtqyYIdT1wRyCK8o+IVxLB4RuFhiZ/OdYnYDhFJ5J/LH41j6H8UtV8P6BDY3NsL3YNkErSbWCgcIeDnHQGsqkLnTRqW0Z7MUY3AZjztGT61ah6daxNB1Vdb0uz1NAVFxAsmw9Uz2rbi4Nc+x0PYtA9qRgG+lNBNKWGM1RBTmUINx7VDbXCiXGc59alu9z8DOPU1T8pkHyHkHdx3qL6m6SaL4BblmAHUk0NJbiJiZhkDpiuD8V6v4gSFLbSbaRZHOPNZNyrVFLnV9M0jzNYvBNKwG0LEFwPqKaaG4G5rVxFcMAhyw6kmseNdrZGOa5bSfEMupavLG8MiBTwXPJH07V1UZ3DnmlIaRIcE+lSaNYrZWThTlpZpJmPuzE1FznFaqoEQKBgAYrWgt2cmKeyClxRS10nIJRS0UAJSUtFADTRSmigBKKWkxQAlFOxRQAlFLRQAmKSlNFAhtFKaSgBKSnUlABSUtGKBiUd6UUYoASilpKACkNBNNoAU0lLSUAFLRS0AFFFKKACiiloEAFGKUUd6ADFLiiloASilooGFLRRQAUUtFABRRS4oEJ2opaKAGOiuuxlDKeCGGQa8Z8YaYdI8QvCM/Z5ELwg9Ap7D6HP5V7RXD/ABN0p7zRob6FSZLRm3Y6lGx/I8/nQyouzO68DKI/COjqOf8ARVz9RxXWKRniuG+HN0JfBGmsDkx74jz6MT/WuzjfK5riludy1RZ3UBu2OKhLZHFODDGMj0pXCw25kwAq8t7VVzI6kAYrP1jVEsTvcOx9ACT+QrHTxqzwp9mspdz8AvE2QPXGKa1NIxk9jo5ICqNIy5xggdMGuNvrCfVJ7g3CPsbhR7VT1LxYHjcXJmVxjDSoQB9Kz5fEpZEjgvsBuGw+AuKfKa+ycdyTS9Oh0/zIVXnJwTycfWtSMFBg1mw3i3iblYeamMkHqPWr0MvmRhse1TJE3Lluu+6jAPT5jx6Vp1R05OJH7HC1erpoq0Tz68rzAUGlorUxEoo70UCCkpaMUANxS0tGKAEpKWigAooooGJRS0UAJSd6U0lACUUd6SgQUUYoxQAYopTRQMSjFFFACUhopDQAUlLRQAlFLQaAClxRSigBKWjvRQAUtJS0CFoooxQAooopaBhRQBS4oASlHNFLQAlLRRQAUUUtACYopaKBCU10WRCrqGU8EEZBp1LQMn0Wxhs7CWCziWNPM3hF6ZOM4/Kr8VyDxnkdah0s4ZxTNVtpVkFzbH5/4kPRq5KnxWO2m/dRqJJuGQad5hA6c1mWF8sw2kFXHVT1FaSDcM/yrI20IxbQvMJGGWHTPamTWMRbcpCt375qaSNgB/IVl308qAgD8cU1Kw4t30Zl6za2ygBzCQeG3Dg81xmp6BpsoxDbx+YO8XGPyrb1J3kl3Sktt6KfWseK4ZWwqqF9u9Wp3NfaStZmbZ6Xd6fMHEu6J+NjDBA+ua6OM7I1HHAqF5PMReOasWUDXVwsYztHLH2pfEzGbsrm7ZxmO1QMMMfmP41PR06DFFdiVlY8xu7uGKKBQaYhKKWigBMUUtGKAEopaSgAooooAKKKKACkpaSgYhpKWkoAKTFLRQAlFLSUCCiiigYlFLTTQAlFFFACd6WiigANJS0lADqAKKWgAooxRSAKKWimAUtFFABS0UtAAKKKXFABRS0UAFJS0UCCiiigAopaMUAJiiiigC5pzbZm9xWnKgkjIIrJszif8K2EORiuSr8R20fgMae2wwdflcHrVi01Da4V/vD3q/LbB1z09RWFqemXIPn2pBYc7SajY1OkS6WReB1/lVWbZKxHT0rjY/EjWj+VeAwuD1YYzU8niqJLc4fJPTFO1xrQ0L+ztJQykex9zXPzadDEQFPSqU/iOIuSXO49qrS61uA54zx3pcpfMWrgrAoxyzHAFbmjwiOxBx87Elj61ztsWnl86RMZ+6PSui0yQbWiJG7OQvc1pSdpGFdNwuaFBoBBGQcjpkdKK6jgCjvRS0AIBRRRQAUlLRQAlFFFACUUd6WgBO9FLQaAGmilpKBiUmKWigAxSUtJQIKKKTrQMKTNLSUAFJRRQAUYoooAMUGikoADSUGigB9LSUtABilxRRQAUlLiigBaKKKAClopaACiiloAKKKKAFpKWkoELRigUUALikpaKAEopaKBkkB2yitqAgqDWHH/AKwVr2z/ACiuaqveOuh8JeBGORUMqjafU8UFxiqs0mOCevesjZHN63pSXQYsg98rXnl1YFJmCFgAezV6Rrt6sdvkPyRjr1NcUFMhzjk0loaboxV04E5JbJ960rSwWMhiuT7nNadtYluqhattbhBxTbBJEcK4XpS3MgSIsc4AOcHHFOGQap6xIq6TdMWC7YmOfoKUdwbPLdJ8RX+g6iZ7GdlRXbMLMTG4z0K5/XrXsPh/xvo+v+XCkvkXrjm3l4Oe4U9G/n7V4IT3PWnwTPDKskbMjoQyspwQR0Ir0EjymfTlLXkekfFO/tooodRtY7xV4aZW2SEds9ia7/RvGGi64VS1uwlw3SCb5HJ9ux/CiwjdoNGKKQBSUUlABRQaKAEpaKKACkNLSUAJRQaKBhSYpaSgQGkpaSgBKKDSUDFpKU0lABRRRQAlFFJQAUUUlABSUUUAS0UUooAKWiigAoopaACiiloASlpRRQISlpKWgYUtFFAgoxRS0DEFLRRQIKKKKBhSO6ohd2CqoyWY4AHuao6trFjotk91ezKigEqmRuc+ijua8i8ReLr3xHIodBb2kZ+S3Rsgn+8x7n9BTsB6hoOtTa/rd21qu3S7MGPzD/y2lPT8AAT+Irr4chAa80+E+oK9tf6czDerrOi9yCMN+oH516hGPlwe1cdS/OztpJKCsLv7ZqrckhGIPWrJTqMDJqhcs8akZx+HFSWcvq1p57hj0HHWqkNsFKqox9K072Z2c7lGagtY2eXcfu+gpF3LcFsETnmoLhcNgCtdYj5QVRwBjgVSniVAzudqgZJbgAUmCZkONtcF438QJ5DaVbsGZiPPYdh12/X/AAqx4q8aoPMtNKcMejXA6f8AAf8AGvPSGkcsxJJ5JNdFKl9pnNWracsRmM04CpBHS7a6TkGgU9XZSO/6GjbS4oA63Q/iHrGlbIppRe2y8eVOfmA9n6/nmvR9G8caLq6hTcC0uD/yyuCFz9G6GvDNvFKMjofwpWA+le2fXmkNeI+HvG+qaCRET9qtO8MjHj/dPUfTp7V6DpnxG0TUHWOdpLKRj/y2wVH/AAIdPxosB1tLTY5I5Y1kjdXRhlWU5B+hp5pAJRRRQAh60maD1oNACUtJS0AFNp2abigApKKKBiGkp1JQAUUUUAJRRSGgApKDSUAFFFFABRRRQIkpaBS0AFFFFAxaKKKACnUlLQAUYpaKAEopaSgQUtApaACiijFABRRS+lACVzXibxnY+HlaBf8ASL/HEKnhP989vp1rC8X+PhCZdN0aTMoykt0OiHoQnqfft2rzJiXyzEnPcnJP1p2GWtT1O71i+e9vZTJM/fso7ADsPaqq5BKn6ijP+RRuG3BzimIt6Zqt9o2oJe2ExinToRyCO4I7j2r1jw78W9PnVYdct3tZehmhUvGeOpH3l+gzXjgOR0pOPSplBS3LjNx2PqDT9b0nVo45bDUrWcP90JIN30KnkH8KbqaNEucEA+3WvmHOGB/iHQ9xU8WpX0BDRXt1GR3SZh/WsnQ7M1Vfuj3qeNZJRx2znr+dWLKx2KJJysUI6vIdqj8TXg3/AAkWt4x/bF/j/r4b/Gqc11PcZ8+4mlycnzJC38zSVDzK+sLse8a9488OaCrQ/aPt92o/1NrhgDjjL/dH4ZPtXkfiPxlqfiMtHIy29rniCInBH+0f4v8APFc9kAYpQDj0+taRpqJjKrKRF5XOTSlQBUpwKYa0MxmOaTFPxRigBmKXFOxRigBtGKdilxxQA3FLilxS4oA0dI1/VNDkD2F48a5yYm+aNvqvSu/0f4oW0oWPWLVrdzgefAC6fUr1H4Zry6jNAH0Xa3dvfWyXNpPHPC4yrxsCD/8AX9qmr5+0jW77RLv7TYTmJj99eqOPRh3/AJ+9eteGPGdn4iXyHUW1+BkwFshwOpQ9/p1HvSaA6U0UUUgCiiigBKSlNJQMSiiigANJS0lABRRSd6ACkpabQAGkpaKACiiigApKWkoAlpaBRQAUUUUCFooooAWiiigYtLSUtAgoopcUAJS0lLQAtFFUdV1ay0WzN3fziKIcDuzH0UdzQBdZgqlmICgZJJwAPWvNfGnjpJo5NL0iXcjDbNcofvDuq+3qfyrD8T+M7zxAWtogbawz/qgfmk93P9P51y54p2AbjP8Ah6UuOB2oJozTAXHPNGBQKKAE5zxxS5yORmg89KSgBSqE8Hb+tNMZx98fiKWigBvlnP3lFGwA8sSPQDFLS96AAYUcCkJz1o96WgBtFKKKAEoxS0UAJiilyBRQAlFFKKAEope1NzxQApprHApc1FOcBR6mgB2fSnxTSQyrLDI0ciEMjqcFSO4NRZpaAPZ/B/jKHX4Ra3RWLUUHK5wJvUr7+o/pXWV84wSy28yTwSNFNGQyOpwVI6GvfNA1eLXNEtr+I8uuJF7q44YH8f50mgNKig0lIBDRRRQAYoopKBhSGg0UAJmiikoAKSg0UAFFFFAAaKKKACko70lAE9KKSloEFGKBS0AJRS0UAFFFLQAUtJS0AFFHeloAKWjFYnibxHb+HNP8518y4kyIIc/eI7n0UdzQBNr3iCx8PWP2i7fLNxFCv35D6AenqegrxPW9dvte1Bru8fnkRxKfkiX0X/HqaZqWo3erXz3d9MZZn7ngKOwA7D2qpgVQDMtRye9P/pSdulACbeacBSUvcUAGaOopaX60ANoNFH40AJR/nil7UhPFACUUZ70m7NADqQ0vWkoAO1H4UUtACdKOKKMUAFJR3ooAO9KOuKT60dOaAAnimk4oJppNAADnFRXJ/eJUy9aguf8AXJQA5ecU88c/lTF45okYnBoAcr/NXo3wsv2W7vtOZiUdBOi54BBw35gj8q82B5zW14Z1A6b4hsLsEgJMqvz1VjtOfwNAHvtFKeCR6UlSAlFLSUAJSUE0lABSUZpKBhRRSUAFFFFABiiiigAoopKACkzRSUAWKWkpRQAUUCloABS0lLQIKKKWgBKWiigAFLQKKAIrq6hsrSW6uXCQxKXdj2ArwzX9Zm13Vpr2bgH5Y0/uIDwK9F+Jd28HhyKBWAFxOAw7kKN388V5LnmmgD+lJSmkpgGOKTHFLRQAAc0vSgdaWmMTFKeaMe1FAhKQnilpueaQBnignGMUUnGaAGmgdelIeaUUAOzil680gGad29aAEHSigdKDQAd6MH60YxQaAE+tFGeBR6UAB601jxS0xzQAmaQ0UlADxxVe4/1i1YHSq9x/rFoAAegpzVEp5p79qADNTR8gjPXiq+ani6UAfQPhy/Gp+HNPu8ks8Ch8/wB5flb9Qa0zXn/wt1ESWN9prE7oXE6ZP8LcED8R+tegUmAU2lpCaQxDTaUmkoASiiigQUlFFAw/GiiigAooNJQAUhoooAKQ0UlAFmiiigQopaSloAKWiigApaKKADFGKXtRQMKKKQsqKWb7qjJ+goEeWfEzUhPrVtp6MdtrHucdtz//AFsfnXC9DVrU79tS1a7vXYkzys43dcE8D8sCqx55qgDtSf0paQ0DA8UetNNKPegQ9fU0mfXNL2FFMYuM0nvS0h60ANJpOaUj1oA74pCEJHTIzTTXb+EfDVnrPh+4lurUO0l4Y0lU4ddsang9uSfrWR4i8JX2ggz/APHzY9p1XBT0Djt9en0rT2UuTnWxh9Yp+09m3Z/mc4etLnAJPQdTURZS2Q546hTmuz8Ew6TZXj6trjyBrfmytPssj+bL2dsKRtXORnqR7VCi29DdppXMHUdIvtIkgS9hMbzR+YqHqvPKt6MOCR2zVLNd94uvNJ1fTUdL4CaKQSK0sbozA8PwwGeDn8KLPwTpLw7vtsl16vDIoX9M/wA66Hh25Wjqcf1tQheomn6HA9qXqa7m78C2rAm0upY27CQBx+mDXKalpF5pUuy4j+Un5ZF5U/j2+lZzozhujSliqVXSL1KPeijJpM1kdAYzRx60maToaAEJpjHNOPSmE0AHQUDmmmlFAEnaq05+YVY7VWuMfjQAxDyKkkNRR/ep7nmgBM1ZiPy1V71ah6UAdR4H1MaZ4ps2YkRXGbaQA8fN90n6NivbDxXzgpIPBwQcg+hr37RNTGsaJZ3/AAGmjBcDor9GH55pMZfNJQaSkAlFB60UAJRRRQAlFFFACUUUhoAXNFJRQAZpM0maKADNJQetJzQBbpcUUUCCiiigYope9JRQA6ikooAWiiigQtYvi65ez8JanNG21/IKKf8AeIX+prarjfiXeRweGUtS3725nXaPVV5P9Ka3A8g4HSlB5I/Gm4PWmsdrCmBOKaRjvRnjpTQ2fagBw5o79eKTrTgKBi5pab3pwpiF4pDR29qVlARH3qSxPAPI+tFhjKWON55khhjaSV+iL/M+g96aiPNNHDEMySNtXP8AM/hXbaJpsFriOBdxb78h5Zz7n+laUqbmzajRdR+R13gG1+z+B5QF/wBLs9Uc3CqcgE4wfoRt5ro9fjstNguRdqDBOmbaIgMbncOIlX+InOOOmMnjmuSh0ktcLcJL+8Axv3NHIB6eZGQSPY5q/BpggnedfLWZxhp2LyzEem9ySBXfTpVIrlWxNTIva1eeT0/EbpVq9hpVpaSLGJ44VExRRyQO5HX698VLNMQ23c2fQdqY8gWb7NCGxyZZc5Ocep79Oe3H4V7iaK3iLO6xxr1ZjwK6LWVkfQJRjGy6DncsCGOQex5rKn0rT5JPMECwzHpLAfKfP1XGaguNdXJFvEX/ANp/lH5dT+lZlxrFyPvS7SeixqB+vWj2blq0c1SVOStJXNyG7uNObbfyi5tAcG6wA8OenmAdR/tD8R3rl9X1zV3vJ7YaEZIg7Jko7LIucZHA4PWkudWnEe4iSVsYClixb69vxNS6FrUkSRWN+FQD5YXDZAGeEJ9ugP4VhWg17tz53GYSlSk6tKHqu3mjmp7DULZBPd2EttDI2IywOCeuMmqx4Fet3OjSa5pjW32gpH5b/udgO+T+Bs9Rg+nXNcHovgzWPEFvNPYraBYZfKkE92kRDYzjDGuGvS9m12ZlhcSqyfdHP596aeavatpdzoupS2F55XnxY3eVKJF5AIwy8Hg1nk81gdYE9qYaWm0ALTlptOHSgBc1VuT8wqzVW46igBsP3qe55pkVOekADrVuL7tVU5arifdpgHRq9P8AhfqRksr3TXcHyXEsa+itw36gfnXmH8db/gzV00fxRbTSttgmBglOM4DYwfwYD9aAPb6SlIIJB6jikNSAlBopDQAGkopM0DFzmkoooAKQmikoAM0UlFABRmkNFACGiiigC5RQDS9aAEoopaBBRSd6WgApRRS0AFLRS0AJXkfxK1H7V4iWzViUs4gpHo7cn9No/CvXSQOWOFHJJ7CvnnVL19S1S7vZOXnlZ/zPH6YpoCl3IqOXOAacxw1JJyn0pgOjfcnPag9eKjiOPpUtACocjk0vvTM4NOzQA8U73pv6UZpjDOKYTkgdyQB2/WlPSopCzLsT7zDH+f5UbiOh07w9qH2kPuEUm0rtjXe4z156A/nXZ6R4CbUIGWW31GSVl2xv9p2FCeAeuPQ9K5/S5Fs5IbLUZT9mbCQ3h6wt/cf/AGfQ9ulemW9/e+D9PN7fXURt1H7mJiGkuX/hSNepJOPYda6I2St+Zz1FXjNRbfyMDw3NPc6TZyTkNMgeCdt2csjFc/U4/Wtm6nFtayzMQBGhbnpwKyNCtJLO0toJmBnRXmuCvTzZGyR+GT+QrRmkmEcv7nd8wCBX5IOOeemMn8q9Km2oK+59ZSbVJJ72K1uQI3wxJ3bct1JHU+2SScHnmuPv7x7y6eRydiuRGvZQDjOPU4zmuouJfslnIxI/dqznA44BP1/rXEJxFGPRRmrpb69DnryekSZeTVSY77hvQcCrakIjMewzVDOMnv1xW83pY5pD24WqEwDkqwyCMEVcbOOePas+WUCQqgLv6Dt9T2rmqtWM5HpPgTUXvNNkhlbdPauIyx6spGVJ/Dj8K898V2y23ivU4tmF88soOOjYb+tbHhDXBo2oSC5aJre4ZFmZTzARkKfdcnn86x/Fd0t54r1OVGDL55RSPRfl/pXFiWvZJeZ4NLDypYubS91q5jHA4AAHtTCacxxTT3rgO8bQaBQaACnCmiloADVW46irRqrcdRQAkVK/WmxHmnHlqQD4+tW14FVU+8OKtAcCmAh601vqR7inNwaa1AHvXhnVf7Z8O2d62PMKbJQDnDrwfzxn8a1q80+Fmq4a90mRxg4nhU+vR/02mvSqTAKbS03NIAopKKBhSZopKAFopKKACikooAKQmim5oAXNFIaCcUAXqWkHWigQtFFFAwoopaQgpaSlxTAWjNJiigDH8WX/APZvhbUbjBLGIxLj+8/yj+deEDt6V6h8UtSEdhZaapbfM5nbHTavA/U/pXloPIqkA16DzGRRIeKRT2oAjQ8VN1Garn5GNSK/GKAJMU5TTfpTh0oAdSE8YozmmnHSgC2b+MxeX9ht87cbsc9OtJp0Ia5tWYE+ZJuAxklV6D8Tz+FUnPyNjOcGtZLSe4smuYlJt4Nq4U4Y4AJZT7ZFdEJ8+suhtBtu76HUwwJcP9nkj8xHByCuVI9DW9ZaFZ2+2WG3VJ1XbHK+ZDGPRdxOPwrh01G5ubZLUkj5d7zRnaJlyAoB6ryecenvW6/hzUvDfh238XWk8f2Vpdjwhz86gkEFT/unHJIrqVkuaSO6NaCabVzrhJHZ2DyxxyzBeSsS7nY9Dx3Pt7VHFLJJG8zeeolO5YpkCtGMYxgeuM/jWNP4mU3L/YLSSTenzNOfKUEdDj73Q+g7Vh3mrT6i5je5kufW3s1Oz6Ejr+J/CurW19l9x1zxEVszR1/Uo3iezglSSR/kkVQW2g9ckcDv1rDLdSeB1JParttoGqXpjAhiso8/KrDe/PoowP512+heA9JscXOqA30y/Nm5OY0+iD5f51i8TCltq2cFWs73sec3ALRxlWyp6Y6Gohhfr+tbniWzgs9d1CC1jEdqXW5gQDAVX6gDsAwbj3rDS3ubyV4bZo49iBndyc8k8Dg+nX9K6HVTgqncLtq9iMxT3dzHawxySTy8RwQKWkf8u36e9ddo3w3kJSXXG8pOosoH5/4G4/kv513HgzUPC0ekyW2mWqabfRpuvIriQNM/Qb/MP30z0Ixj0FUNV8RoZStqwVc4ErDlv91f6mvMqValV2irHO+eo7JGZrnhfSLmd7KK1jt1WNRG1uoUxkrzj1+h615PqmnPpOozWUkiymI4EiHIYdj9fUdjXrkDfaVcuWAbO47vmPrlv8/hXBeP4IodWtfJARTahRGBgABmxj86utTSpp9jrxFBKipdUczLaTpz5ZdT0ZPmU/iKjigknDeUu8j+EH5vwHer9wq4iC3rIhjXCBTxx/s1DYKrR3P+kGBgowwGcjPI9fyrN0Y86j+q7Hn8upSaN42AkRkJGcMMU01PcwiF0xMZdwzkoy4/76qE9K55x5ZWJasNFOAptOFSIU1TuPvCrZqncffFACR9M05eTmmoeKkUcUgJI+tWR0qug5qwvSmANTGp7YqNulAGn4b1X+xvENnfEkRpJtlx1KHhv0Ne+ZBAwcj1r5u4r23wRq/9reGYDIQZrb/R5MH+6PlJ+oxSYHRHikpTSGkMSiikoAO1FJRQAZopKKAFpM0lBNAwNIaM0hoADRSE0UCNCim0ooEOoxRmigBaKKKQxaKKKYhaMUVleJNTGkeHb683KHWIrFnu54Ufmf0oA8i8aar/AGr4pvJVI8qI+RHg5BVeM/icmufB5pD6Zz70VQCNyppqkAZ9OacehpidSKAK7zqznIxQsi+tNnjwSRUAFIDQV8DrTw3Oaqo+VHtxUoamBPnHNMJ/CgHIpCMH0oAcqec6RA43naSOw7/pXc+BrZ59N8rG5/PkGD3wBx+lcTbSxRXqGVwgCHBPrXoPwyuUkupxnhLwkdOjDH9K2gkop9dTalpqtzLuNCv7KPY1lcMsZZY5oo/NVkJ6FQcjjHHXIqMpeTLFb38t49mj+YLdbeTDN7/L7D64r1/WUmt9SWaCRY412+aGTIwQPmPfg9cdiT2p5ukgyt3AYZO2FLq/+6QOT7EA+1dkKraRspU7qMnZ2vqeVW1jPfyC3+z3ItvMZ5nljKlxnIQA8n0+gruLWzhtbVP3KLJjJwMY9gO1XL64ufJZ1j+zISFRcAyyMegx0X8cn6VVw0NskbytIyrhnY5LGlObnK8i6VSE2+V3t16GlpMKMslweX3bRntUEl695NsXKwqeB6+5qfRm/wBDfn/lof5CqNnsQgyOqbm2ruYDJ9Bnqa54K822TBJ1G30MPxpZ4k0+6A4cSWrn6jev6q351yWksw1KdcfK0CnP0Yj+teqatpQ1jSntPM8p9yyRybd2x1OQcdx1B9jXlfjvTE8JXulSWcsjXEkcjTTP/wAtCGHG3oFwcYrpnV5advM1qPkfN0Jr4tLdJCInUqpkjuAfuOPT0P8AOrNhIrWkF5NI8txOgPzAZz3CqOAP8k1XS8Se0t7kkRiUKQCe57UuisiaZbEIWncFcZycBiOfReP8moXxXNE1zX7nV2ORH5kvblUXnn+p/wA+9cf8QVLahZygnHksp9OGH59TUmqeInh0m4fT7gGaKVIJZlHC7g2Qnp93rUHjieG4vII45VZ7aIiRQfuliuB9eCadWalBpBiKsZUnFeRi2qSERs084j4LKVwCPrnpVawSRp5Vje4QjnMI3dD356e9TwbhHDtu1VCoDI7L/e5HPTimwIp1G9EVz5BAbymDhQTkcemMU1FNw/z8jzrbBq0XlQ2wd3eUbt7yN8xzggYycVmVq6qALSLddrcSiVhuBU/JjjOB1+prKrnxatUdvIie43vThSUDpXMSKapTf6yrtUZvv0AC9KmXpUK1OOlICROtWBVdBk1YpgI3IqM1I3AqM0ANxXZ/DnVjY68bF2Pk3q7AM8CQcqfyyPxFcaOtS280lvPHPC22WNg6N6MDkGgD6HzmiqOj6lHq+k219ERiVAWUfwt/EPwOau1IwpKKKACkopKAFzSZpDSUALmkzSZpKBik0lFFABRSUZoA0KWiigkWlptLQAtLSUCgY6ikpaBC5rzv4qaiFtLHTUcZdzPIvsOF/Un8q9D614d421RdV8VXksb7oYSIIz7Lwf8Ax7dTQHPGik7daCaYB3qMcNUnemsOc0AMlUEc/SqJG1iDWicEYqlOuDuoARTg49asoOKgt42mlCjtyT6Vd2YPNIBAMDrSgD86DxjinRxtJIqLjczBRn1NMCleAhkPTqK674Y3fleIZbQtj7RFlf8AeQ5H6ZrO1TRptJW3uGeOYF+Bj+IdufaktJby3vrPxDGqAxTIREnUqDg5/UVtCDTv1X5FUZKVpR1PpLVVSf7NPtDR3FuMgjg9QRWXayskMlszEtAdm4nlkxlSfw4+oNXLW5jvdEheJg6JiSJh3jcA/wA8fnWVdv5V9FJnCyKYn/8AQlP/AKEPxrpjoi8dQ56HmipM/wBovnY/dg+RRn+IjLH8AQPzpdaszYPGhfdvTdnGMHuKgt2zaiQ8NKTKf+BHI/TFJqd7NqLqzKMxR4OD27mple5th6bpUoxXbUv6CN9uw/6an+Qqv/Z1teJELqBJRFKJY938LjoR71b8LJ5kR/66n+QqWBcHHvUU1eUjSirzkXHEW5RCZCCozvAzu79O1eNfFTWrbVLyztrQmRLRpFecfcZztyqnvjHJ6c10/ijxT9pE2m6dMVt1Oy5uozy57xRn17FvwFcRNpkdzd2IukAQbtsCH5UUDIX39zW86UpU2/63KqtzjyxJIYWn0KwVQdyGJ8dOhrR0aMyWxzGqRCSQMB1kYOevsOmKjnlkjnT5EFsELSSM2NmOlYUniJbW0itYYZDG8jSSsG2FkLk7VODjj+Ksm4w1YnKNN3ZDfXCwXWq6eYw8M12shkU8rtJ4Hv8ANihpo7mIQQoyhVy0khXoDnLEDPf8T611tj4b8MeN7dj4Vu30vWFUt/Zd8+6OXHJ8t+v8/cDrXHXVvcafHNZXUDwXKzlJo34ZSoGAf++s+/FYRqtXRwzm2WYL6ytlVGhmnCjG4FVBOc5AIPP1pbeWJJ7i/tXmlGxvNiZgssYP8YPRgD3A47isg9KksJjBqFvIhBIkUY6ggnBB9iCR+NVGtNNeRDclqmWdS1Rb8KBC0YDbsb8jPc4AHJ9aoCpL6BbXULm3RtyRTPGp9QGIH8qirOpUlUlzS3Hzc2oUdqWkqAFPSqM336unpVSYfNQA1KnXpVdKsLSAkQYNWB0xUEfWpxTACOKjIxUpJwRioj1oATinCmnA+nWpLK3uNQuktbGCS4nf7qRjP/6h70AejfDLUB5V7prsAwYTxr3I+638lr0E1yHhHwadCkF9eXHmXpQrsjPyID1H+0ffpXXE1IxKKQmkoAXNJSE0hNAATSE0U2gYuaKTvRmgBaSjNJQAZozSUdKANSiiigkKKKKAAUtJRQMdRSUtAjL8SaqNG8P3l6GxIibYvXzG4X9efwrwJtxbLkknkk9/evTvipehbXTrEfed2nbnsBtHH1J/KvNBwMU0BFRjvTmA3ZFBGaYDM07qPWkJANAPrQAHioZUyM9qn4pkkgRD3NAEVi2zzD7gVZzmqNs371h3PNXAMCgBW680mSCCCc9eOop56UygDodN0+48SwySXmvWFolsQoF7LtzkdQAOfrVTVrU+H5hBa6tY6lFIqzO1m7MqkN0yQMNx+RrJHrijcCeoJ+tUpyTumEfd+HQ9m8C6yj2EmmFwfKXzbfn70DHp/wABbj6FaseKdVt9P0qQzh5HkyIoo2w7sOeD2x1J7V5j4d1Ke2dBA4W6tWMkBY8Oh4ZD7Hp+IParut6uusXl9dZfCRLHHE3WJCBkH/a3bs/Qdq9BJTs1s/6sd6qc0LdzsNK8S22qRpA8ZtbvZkQMchhjqh/iGPxFSzNk1wtwoceW4zg5VgcEEdDnsfeug03U0TRba51O7CbgcSP95xk4wo5ZiMdKVan7N2voNytoz0bwaq/ZpJHIVUcsxPQAAHNcLrviZtQ82x02Rksydsl5GTulz1WP0X1bv29ay9R8R3erW5sYEe00rvbg/vLj3lI7f7I49c1WLrBDlyAB0A/kK1wuFbbnU0RNKLu29mNCRW8asVVVjGI1HRB6D3965y88RiPU45I0EkcWQcNjORg4/wAarazrZuGaKFvk6Fh/If41T0vT1upGaYlVVN6r/e5A/rSxGIdSXsqWxFSq2+WB0KPLru2R1aKxU/6vPMjD19qzPE2zNssYACZXAHA6V0fC2uEAQBPlA7cVSsvD9x4muxaQOkMNv++u7mTiO3jxyzH19B3+lOvTjTotdX1CqrQ13KfgbQ77V9dS5tboWMGn4ubm9Y4WBAeufU84H17VoeLdWttb8S3TwxCC28uJbZ3GNyqpCs3pkflha27uS2bSI9K0iJ7fQYnVlDjEl/JkfvZf9n+6v0PoK5jUbN7/AFm6KyeWVKIMrkH5Qf6158KMpbLU4IzVSfJEveEPD4v/ABLFDqNq5gSNpSrL8r46AnoRz+leoano2mT6c/mWdqhgUyxyCJV8tlGQ3GOBjp3ryCC21vSJFuLKZgUO4eQ57eqnr+tS6t4217VLSSxurlEibiRI4RGzD0PfHtXVBqjBxqRdzixWDxE60ZXskc4WLHcxyW5J9TS03vThXnnojqMcUlKaAEPSqzrukCjvxU5PFW9At/tfifS4MAiS6iBB/wB4UgMhetWYxu6Vp+L9J/sXxVfWgULEZDLCB08tvmX+ePwrKRsUAWVXHvUigkhR1PAA71EhyRWrYW5VjK4wx4UH+dKUuVXKhFydhbfSpJSPMYIPQcn/AArXtdBtMDzEMh9XP9BUtrExI4JrbtrckDINcsqkmdsKUV0KqaFa3ELReSiq/B2qBXXeHvDlh4dsfJtF3ySDMtwwG+T/AAHoKp2kG05IwK6C3bdbp7DH5VVGTbaIxEUkmiWkJoNNroOQKTNJmkNAC5puaKQ0AHakopDQMWjPNJSHrQAtJSZozQAuaSkzRmgDXHWikzS0EhRRRQMKWkpaACloooAztV0HS9bjCahZpKV+64+V1+jDn8OlcLq/wukQNLo935gA4guSAxPs4GPzA+temUooEfO+oaZe6Xcm2vraSCYc7XHUZxkHuPcVUzg817/reg2Ov2X2a8j5HMcq/fjPqD/MdDXj3iTwxf8Ah64ImQy2xPyXSL8jex/un2P4Zp3Gk2YXl7uRzxnioypBoO5aPNBHK8+tMQxiagkbipmeq0hzSAiVtkgb0Naqc8jp61knrWhavugGTyvBoAnbrTDTj1ppzTAtQafezxrJFZXEiHkMsTEH8hXrvibR7aXwfdra6fCLjyVZBFAA+QVOBgZrnvDfjjSNI0G1tbj7UZoUIZUjyOpPXNd3qWpRadpM2oyq5iijEhC/exx0/OvSw9OnyPW919x4OMr1vaxvG1np5nhs1jqelNFeT2dxAA/ytIhUN6rz6jNaTRJdL9phKlJYiDnqw6gH6EVo+LvF9hr2lpbW0NxHIkwkLSgAYAI7E+tZGmx3VnbRm4jMcFwx8nccHOM9OwPUfQ0qEoRnyJ3i/wAz3sDUnOH7yNmW5H8yPIOCw4P1qpDCsbA8bgAoOSTj0ye3tUrOkUhjZ1BY5UEjJ9aRc7jnHtXa+WTu9zvepetl5ySfYdhVLXLnyreYg8hdi/U1c85IIS7MqgcnPp3rKlQajIJJFPkBtyqRy59T7VVaX7vkjuxzenKtzGs9NJjFxMMJn5VP8Xv9K1bXAncDAYwuF/Naluj+7Ue9afhfw6mtT3N5e3f2HSLCPN5dY+YbukaernHHXHoTgVwOMaBg0oI0tF0i41pmWORLawt1zeahNxFbLjnk8F8dF98mtm7mtLmwj0vTLdrbQIW3pE4xJev/AM9pu5HcKfqewD57lNQsrezisRp+i2p3Wunk5LH/AJ6zf3n74PA6nJ6Z81wtyAFJMbd/749f93370nzVXz1PkjyMXjXN8kNu5Snl+1S4TmFWyWzjeQe3sPXvWSYXF690AMyXMkJXPDBUBB9jwfzrWuJYre38wBnmZwkcKry/HGD/AJwOarX8H2Cy0xZX3SvePK+0E5LK2cDqQMgVUXaafYjCS5akbdWOWUqP3kZUeucior2wtb+P96nzY+WReGH404SqsiLNDPA7/c8+Mpv+mePw609mit42dikaZySTgZr1LwnGzd0fS6NWexx2oadNp8wWT5o2PySAYDf4GqortNKt0mklW50sXdsSWW7kQ7j7EN1x6isnxPpFrps1vLaZWO4DZjzkKRjp7c9K8GrSSvKOxxzoNR51sYXWlNJS1znONNavg8E+NtHx2ukP5c1ktXRfD+Dz/HNhkZ8vfJ9MIaQHWfE3ww95ENegdQbeJY5o9pJYbuG9OM81yOj+Em1BVaS5Cg9lHNe4zwxXFvJBMu6KRCjr6qRgj8q8t02KTR9VudLlYNJbyFA3Yr1B/EEVlUbSujalGLdma2m+ALJepZm9a6KHwRZRLlUJOOprQ0ht8cZBBzXSRJgciuNybep3JJbHEy+H0t87UwPpUH2QK2AOldpdRhs8ViXUAzkDFS2aIzokIH41o2n+o/4EaojgnjvV21/1H/AjW9D4jmxPwE3akNBNNJrrOESkJozSUAGaSikzQMKM0maTNAC0hNJmkzQAtJRmmk0gFzRmkzSUwNkUtJS96CRaWkopDFpaSloAKBRQKYC0UlLQIK0oLOKa0aKeJJI3GGR1BB+oPWs+Nd0irjqa34kxGO2K5q8tUjrw8bJyPPNf+F2iXxaSxDafMcnEXMZJ9VPT8CK861f4ba5pxdoIUu4l5DQn5j/wE8/zr3y7JzWdNLhTnpURqyiXKlGXQ+ZrqxurQ7bi2miPpJGV/nVBga+h9WETxMGUEe9eX+IYrdS22NAfYYreNa/QwlRt1OOstOvNSuktrK2knmc4VI1yTXSf8IJ4l06zmvLrTjHBGm9/3qMwA77QSa6v4U6Wr3F7qbqf3QEUZ7ZYc/p/OvRtVuEtNHvbmRVKRW8jlW6HCng/XpWqZi9D52PWm55pTnAzjOKbmqEIec9q7HU/iDc6no02mvp8MayxCIyLIxIxjnGPauOLAcE9eg9atxaXqE4Bjsrgg/xMm0fm2KuE5xTUepE8PCq05K7Wxf8ADmli/unuZk3QQEAKRkNIemfYdTXRtZw32p3sd3GGWOKMR88jdksw7g5A59hUekQ6jYaXFbizgjK/O7yz9STknCg+3eq1pqNxLravN5PkzobdZIgQGbJZTz26gH3rrpx5Ulb1OnFQccK4w0e5l6x4YWKCe6F7LIyDdh0BOPTIqtDaXsGFS7V17Bwa6fVJkGnztIDtKFSB1JPGPzrDtizIqvw4GGwec1rSpx52cuXzlVTc2V5IJHmTz5vMIcfKBheBn8fxrUsRZtdKL55Ugw25ohls44/XFZV3M9vOEkt3kyflaM9fw7U8NcTD5k8hPc5b/AVqmk2luegmk2kMuZNzBfTr9a6PwsGl0wtPJ/o9vcSNFHuwofjdIR3bGACegHHWuWfbuO3p2rofDLF9OljI3Kb4AqemNgJ/UVjN3kmzgzBy9lozoTKt0oG0mJhnaeN49T6D0Hf6Vn6jP9kQuqs7uwVI1+9Ix6D2A/QVYvrz7DbsywvJLJJsiQH5pXI7+g/kBWftkQia6ZZLplxheFQdwvoPU9/yom+nU8anHq9gsoHN2klwyNcup4GcIPRf6nvV+8jex1a0vbZUlmuMW7wMQGK8nch7Y5z2NZjX72su2BVkupFyu8fKq/3j7eg71c8PWZmv7nUpneWRB5CyyHJY8FsegHAAHTmhRvHQ9PAYarOvGonZI27kW91Cba7iV4pOMMMqT9exzVG20a0sZd3lecw+5LMxdkH93n+Y/GrU1mftDXFvO0UjffQ/NHJ2yV7H3GD9akLMVwwAPoDkVra71PqOVN3khrcn1ri/HP8Ax92QH/PN/wA9wrrpGw6hiAh6/wBM+g964rxqx/tS1jwAq2+QAPVj/hWGI+BnNi3+6ZzuaKQUprzzyRprsPhgoPjJmPVbSQj/AMdH9a49uld38Krffr9/cf8APK1C/wDfTD/CkwPWTXAeLrGRPFMF3GuBPbgFs/eZCR/IrXfVy3iqN5dU0hEHLeaP/QazqfCaU/iRueGYS1vGW5wM11QIAxis7SLQW1mi45xzV9jgelefJnopFafnNZNzxmtOZqybluTnpSRpczX/ANZ6VatWzERnOGNVJGBPHep7PIib/eroofEc2I+As00mlzTTXYcAUhopDQMKQ0U0nFABSZozSZoAXNJmkzRmgAzSUZpM0gFzSdKTNGaYG3S96KKBC0UUtIA70vakooAWiijFMA4pRSYpaBFuwTdKSR0rZLfIAKy9PX5Nx7nNaBbivPlK8mejGNoJGdfPjrWVfSbLZZBg81pX2Cpz+dY14hnszGp5zQUZF+fNhyoO70PavNPEkEqszMMCvanhgtdMDXCgttrxrxhqDXt4yQj9yp7VpT3Mqj0O4+GC7fCb+pupM/ktXfiFKI/BF+M/6wxx/m4/wql8MGz4Vk9RdP8A+grUHxVnCaBZQBsGW6yV9Qqn+pFdiOJnkretN609+MD2qPvVCO68NaesXhwTxqBdXG5w44bAJCrnqBx+tLYX32uJJCSu7IKHgqR1Hrx06k/yqfQtzeFrJYzh/LO0++44rmdZubzTr0tp7mKPUSJflA3B+jLntzXc3yRi0em37OEWtrG1q101zIbBT+7XBuCP4j1Cf1P4CqEsbXDxW0RxJIw2n+4Aclvwx+eKapjtIo0Z8lmC5PJdz3P1NN0W5d7uBpTlyZoW7c8EfyrrdoQs92c2KqyVOT62LutnNkX/AIfOR/oNwGaoRDMhOMHpn1rYuI0uYnikGEdSD2wKwNPuI55WQShnjJVsdGxxuFZ0ZJT5e5wZbNWcSWfaZwUZWIJ3KTgg4qpcXse7yoj5jnsnJqTUrSK5n3SAqwYDcDg4phjhtYdkShS3UjqaubndrZHoycrsqgOxy+B/sj+prc0C9S3tpY1Qy3H2pWSFSNz/ALvH5ep7Vz09zHCDk5b+6OtdjoFpFa6XFcqoa6ukDs3oOw9gOPxrmvd2TPOxs4qnZ6lk74WE9yyyXkikBV4WNe4HoPVu/wCQqlcziCB7iT5+gVenmN2HsM9vxNXHjy7M2Tu6kjl8dPoB2FY93MLnUNgIMdvxwernr+Q4/E1SjzNRRwYak6tRRCIm3gluJTvlIMjt/ePp9Owq7p51Cxt41V7RmQE4aN8ljySSG55PpVB282WC3H3DKN3+1t+Y/gMD861nyUIDbSe+M4rWs1dRWyPpqcUtuhMNZvYsCazDqO9vPk/98uP61attWtryQRrJtmx/qpFKP+R6/hWTcXMMABllRAem44zTJoop12yoGA6Z6g+o9DWXNJdTXnktnc6J183b8xAU5IA6+2e1cP4yBXVbcckfZ+p/3jW1b391YkCVnurcdSeZIx/7OPbr9ayPGEsdxNYyxSLJG0TFWU5B+YVnWkpQfczxElKk+5zfalzxRiiuI8wQ16N8Jo28/WJv4dsSfjljXnB6Yr1n4WRBPD15L3kuyD/wFF/xpMZ3VZiW32/xUrlg0NnCFxjOJHOT/wCO7fzrRkkWKJ5HzsRSzYGeAMmptBtnS1M0qqJp2Msm0Y5P/wBbA/CuevK0bG+HjeV+xsINq4pJG2jmngetQTkbTzxXEd5Tmfgmsm5O4dauzyflWbcPk56U0hspyY3E4zirlsCtupPfmqiAyMqdATz9K0PauqhH7RyYmeiiJmkNLTa6TkCkzRSUABptLkU0mgQZpDSZpCaBi0lGc0hoAWm0ZpKAF70lFJmgDfzR3pBS0hBmlpM0UAOopKWmAtLSUCgBaCaKQ9DSeiGldmrZL+4XtxVh+B1qO2B8oY/PFPl+6a849QzbphtOay/MC5rSuvumsWdgpJpoiQzVZJLqARK5A6GvPfEunRW1t8oGepru0beT6Vx3i0liy9AOK0huTNLlNX4Vk/2FfKeguhj/AL4FZHxUlL6vp0O75Y7Zm2+hLdfyWtf4WH/iSagPS7H/AKAK574ltu8VIP7trH/Nq7InA9ziZQAfwqHvU03WoDVks7Pw5fxw6FbxsrEm5aAbBnBJyCfQc03Wo0fVLOP/AJ4rJMfYsQB+uTVTwpex21pfrK+1Iysv4EYP16CnGZ7nULueSNozlEVH6qAueffmvRw/v8qf9WPRU+alFMiv4XngVYwC6yK65OOhpxhNsq3kcLCCG4V5ZFB2ru4OT7gmkvJTDbO4OOgz6ZOP6097mZLaS2SZxBIwLxhvlYjoSO+K66kU27bmdSCkmu5V1/WI4bY29tIGklGGZGztX6+prkY5XikDxuysOhBwRV3V4wl58oADKDgDArPryKrfO79Dz4UlSXKjU/ty6ZQJBHIRxll5qvNqNzMSS4XP90YqnRUurNqzZq5yfUUHLZPNeoaSXGlWLAjb9lUYPrXlwrpJfFEg0e2srVGjkSMI8ueeP7vpVUZqLbZy4mlKokomhrviHyA1payFpx8sko/h9ce/8qgswbOwjGMyEbsHux/+uRWRYaa05E82QhOQD1b3+lbmc6hCp+5FGZm59Dx+tdlFT/iP0R14agqUdBNNfzdeki3bktoSg92JG4/nmtmQebMY2meGGKJp55EIDBR0Az6n+Vcr4YnhfxHGt1DHKk+5CJBkAnkH8/513AtoRf6jaKgRLi3QjAxxhlP+fes4vnTfmdtD3ofM4O3169+0gH9+pbCrIAW5PQH1rp1laWBmiXbIMrtkBG1hwQfxqlYeHRpDreXjLLcqf9GtkOd79vr6+3er1pmFYxLGxcHdIsqlSxzk5+pqIKS+ImlGa+Ikz69a53XoEiuIZEyN4bK9s8ZI+tdVfeJ4hA9vmxtYnGGSJBuI+vJ9K5HV7+C9eEQFmCbskrgc4/wpVGnGzFWknBpmf0FIaUCg1zHENNew/DSExeEt5z+9uZGH6D+lePHrXuHgZDH4K00EYyjN+BdiKTGbV0n2h4bXJxK+Xw2DsXk/gTgfjXQ26bEAIrH02JZr+efg7AIVI68ct+p/St0AY9+tcFaV5noUI8sPUR265qlPJ1qeV8A81m3MuFNZM3RSuZeTWbIxY4zU80gJJqvjIz09KpEtli2Tq/4Cp6RF2IF9BR3ruhHlVjzakuaTYdqaTS00mrIDNNNFJQAGmk0GmmgAzxSZoooGFFJmigANJRmkzQAtJRmmk0AdAKWkpaBC0dqSlpAKKWkpaYC0ZoooAM0hPFLSNwKmXwsqHxI2rU/uwKfKODUFs/yj6VM+CO9ectj0zNuRleawb7jPpXQXY4PFc3fnO7mqQmirFIOa5LxSww5610cMmCwPauP8VXHykDua0huZ1Njq/hjEF8MzyjrJdtn8FUVyvxKBHiz62sf82rufAEKw+DLFlHMpeRvqWI/kBXHfFJAPEFm+OXtOfwdq7Ynnvc4OXoKgqaY8DmoD61QmXdJu4rTUElnL+QOWVFzkjlf15/Cro1iHzJnMcuZJWfhexPHf0xWKtPrWnWlT+E0jUlFWRe1G/S6tDFGku8kEZXHT8aUamWjXzIZN+PmxjGfzqkMUrDireJqX5gdWV7i3c8FzDtKurDlDt7+nWsryJT0RqunrU0a8VlObm7shtt6mZ9mm/wCeT/lSeRL/AM82/Ktg8d6jJy1RYRmi3mP/ACzartnDDF89wkjMDwgXj8asdBmmE04vldxp2Lw1SJW/1Ux/Af402bVFYXPlwODNEIwzEcdf8aoNTT0rd4mo1Yt1ZMrwCWCdJkYB42DKfcc10cviu/mvEuVitkZEZAArHIODzzzyM1gEU4e9YKTWzFGUo/Cy+dY1J53mN44lfgsqgED0HoPYVWmnmn5mnlkPX53JphVkwWUgEbhkYyPWtS10Ge5n8mS4t4GOzAkfltwyMAdTiqSlLQuEKs3yx1MXAXoAPpSjrya2fsWkW2pLbXV5LMmGWV412CN84HXqOtWby0j8PWcsZMc93dZEbgA7Iv7w9CaFB2uy1hpWcpNWW/W3/DmBS00UtQcwjHCkj0NfQmmRLaaLZQqPlito1APsorwC2gN1eQW69ZZVj/Mgf1r6KMYZkhAypYL+H/6hUSdlcqKu0jS0m3MVnHvADkb3x6nk1ffpSRABP0pHPyn2rzt9T1NilO/BOaxrmUtkVfupvlIFZcrev4UFFVgTT7dd0uT0X+dRs4zVuFNkQB6nk1vSjeRz158sbdx5pD0oNIa6zgEppNKTTSaAAmmmlNNNACGkNGaQmgYU3NLTTQAtJRSUALmk6UhNJQAtNzRmkpAdHS0lLTEHagUUUALS02nUCFopKWgBabJ/q2PoKWkblW+lJ7FR3RqWrExgjvVpvu4qjp7BoUz6dM1oEcYFeaj1GZ12ODiuY1HCgk11N2MKf51yesPtjbPNUhGEZgCxrhvEVz5kxHpXSXFztDiuYt7d9V8S2loi7zLMqkHpjPOfwzW9JamFaWh7RoVmun6Bp9ov/LO3QE+pIyT+ZNee/FQEavprY4+zMM++/wD+vXqPGeBhewHYV538V4M2emXI/hkkjP4hT/Q11I4jy6VstS28QmuooiSA7qpP1OKjPWpLaQQ3UUhyQjqxx7HNWtxwtzK5qpp1s3ig2AD/AGcTmP73zYHv9a0E0nTEFlDJFdSSXa5EiPwnPpRi0ttZk1g39vJCWaVI0bLkkcDHbrVe+1q4is7KG0uQqNbDzQmMhsnP0NdCUI3uj1YxpU4yc0t3bZ6XRClhaWSST3xkkTzWihjjOC+04JPoKjEFhcXjGJJ1t1haR0Y/MCOwPen2jRXmnR2z3CQT28heJpDhWB5P45q3JegNsa6SeaKCRjLgbSTjAHr0pJRt5EKFNpNJKOna9+q7mLd21usUNxaNIY5WK7HHIIx+fWr7aUbbUrG3mJ2T7NxHqThhQGN/c6dNKyrFg7xwApU5P58VtE29/HazwXIle3vEZvlKlUdhxz1AIojCLu/QKdCnO8vS3ntfQzNS0qy2XZ064laS1JMsEy87QcFlI6gVNceHIY49QEMshmgKeUrMPnBQM3brjP5VcvbaHSZdYvbq4gMl0skcECncx3HqfSjWrtrUXk0TgSJd27IevIiq3CKu2v61Oh0KSUpTST7dt9fUxYdMS6sLOSJiJJpXV2J+VVUZz+VQXY0nyZFtXuTMv3WYDa/+Fa8l7aQw2MsZCW1y0xkA/wCWRYAEfQGqqRtpljcRy3ds9uyOI1TBZyRx7is3FW0OeVKCVo221fyWvzMzSbVL/Vra2kz5cjYfacHGCf6VuWuk6Retaywx3Mcf2pIZY5mzvDAnII6dKyfDsix+ILJ2YKA/JY4A4Na41f8AtCLTLi7ukElpeASAsF3ISCHx7YINOly21/rYnCKl7O8km79fl1K2rq62lzFD4cS2gRj/AKUUbcF3YByfX+tNbR4x4TScY+1A/aWHfyydv9M0uttFKbiQ6+Jg8hZLePey4LdOeBj+lSt4otluDHHYq9oIfs+48SMmPyAzQ+XmfN/X3GsvY88vaPpZbffp2KWu7Ws9JkHVrIA/gSKu3AI8WaUMc7Lf+VUW17/iWw2i2NuzpEYhLINzAH09OtZ815cXE6TSSHzEVUVl4ICjAxipc0ndeRhOtTTvF3vZ/duN1H/kJXX/AF2f/wBCNT6lfRXkdisYbMFssTlh1YHt7VntySSSSe9IvWsubc43UfvJdRwp2aAvFBXFIzNbwrbG88WaVCDj/SFfPsvzH+Ve/wBinm3vThFyfqa8G8Fzx2/jPS3lYBTKUyexZSB+pFfQmjwnyTMRhpDn8O1c9eVo27nRh43lfsaH3VqpcS7FPParcx2Csi9fcrc8VxtnfYz3l3Etn86pTyAg9qlkwBVSYkkgcihIG7DoFEsgH8I5NXTUdvF5UQB+8eTTzXdTjyo86rPmkBppNKelNNaGQlIaDTaAENNNOzTTQMQ03NKaaaACkJpCaKQBmkPWikzQAGkNLTaYC0hpM0maAOm7UueKbS0CClpKKAFpc02loAXNOpopaAFoPSkpaALOlk+XhscVrdRzWPprbSwPTca1QSB7V5vVnqrVXKl83yNXEa3J8rV2d/8ALCxrgtdl4aqW4jjL+427xnuas/Dqz+1eLHuiGK20TOCOzH5Rn8z+VY2ovgufU13vwysmg0O5vGx/pM2F45wgx/Mn8q6qaOKqzuK89+LFyqaZp1rj53meXr0Crj+bfpXoWa8s+KhLatp69vsrH/x//wCtW6MDzgnPNGac8eOnSozTETA570vaog2KcGoAkFNelHNIetAAg4qSmrwKUnNAXGkd+9NOcU89Kb9aAuRUAYPanEd6b0oAWiik70ADU2nnkUygBRTx0plOB4oAY1InWlekTrQBNnimlqRmwMVGTSuBueEdPk1XxZp1vESNswlZgM7VXnP6Y/GvpqCMRQqo6AdhXk/wb0MrDc6zMBmVvKiOecA8/r/KvW3PlrkVxV5XkehQhaPqVbyXgCsW8k4XB6mr91MCePXvWJdSbnIB4HesDchlfnOajgj3y5I+Uc59aax5AxnNW41EaBfzPqa3owu7nPiKnKrDiaaTSk0012HCIaQmjNNNAAaaTSmmmgAzTSaCaQmkMQnimk0ppDQAlNpSaTmgApKKTNAAaSkzQTTAKSikpAdPRRRTELzRSUtAgHWlpKWgYtLSUUALRSZooAmsjtmYdOTzWwOQPSsS2P8ApBrdXJjFefL42enB3gjL1TiLrwa891xiWI9a7/Vn+Ur3ArgNXHLHHNC3G9jgdVOGI969g8L2X9n+GdPtymxxCHcf7TfMf515Obb7drlrabsebMqZ9MkCvbj1OOldlNaHBVeoteW/FEj+3LAHtaH/ANDNeo15T8USf7fsx6Wo/wDQ2rVGRwzAelRPGM5FTdaSmIrFaApqcrxikAxQAAYWkpSeKAMmgBQOKDS5AGc0xmoAU/SmmgMDS0AN/Cmkc08imGgBKSg0dqAFFNI5pRQwoAbTgaZThQAPTFPNOao+jUAObOalsbOfUL6Cztl3zzuI0X1JqM9K9L+D3h37Xqs+tTJmK1Bjhz0MhHJ/AfzrOcuVNmlOPNJI9b8P6PDomiWlhDysEYXce57n881NcTbMjOBVp3CKR0wKxbuXLY4PNec3c9NKxXuphyc1lSPlsE4z0qzduOFJ565qio8x8D1wPaqir6Ck7K7JbePJLnoPu1ZzSKAqhR0AxRXfGPKrHmTk5SuxCaQ0GkNUSITTTSmmmgAJpppSaaTQAhNJRSGkMSkPWikoASkJpTTTQAUhopKAEpM0GkoAKDSZooA6ilpKWmIKKTNLQIWlpKM0DFzS0lFAhaKSigZJAcTn0OK34x+79q56E/6Wg9RW/ESI/oK4ai/eM9Ck/wB2jE1UhnI9B0rhNYb73tXbah952JrgtYY4kPHepW5q9jL8H2gu/GMcrIWW3RpfYHGFz+Jr1OuJ+H1mAL++J5ZlhA9h8x/mK7au2Gx5tR3kFeSfE+4DeJYY88xWqg/iWNetE14n4/uRdeML7GMRbYcj/ZUf1JrREHO9RRUaNg4NPzyRTELSGlFFAEbUA4pWqMnA4NADmeomOTSEk03rQA9TipFORUOKepxQBITQQSKB0pwHFAEW3mkxUxWmFaAIqd1FIy4pAaAGkYozzTj1phoAdnIqM8GnA0jDNIEX9I0u51vU7bTrNN09w4RR6DuT7AZP4V9N6Fott4f0mDTbYHy4U2hj1Y92PuTk1xPwn8If2Tpx1u9iK3lymIkYcxxnv9T/ACx616LcShFPt2rirz5nY7qEOVX7mfe3AC4zisWSXPfOKddTvNcMORzxVeYiOM5PUc1znV0K0r7nJ9algTA3Hqf5VXiUyyAduuau9K66MftHHiZ/ZQlJS0ldJyDTSGlNNNABmm0pNNNACGmmlNNNACUhpTTSaQxKQ0uaaaYAabmlJppoAM03pS02gAzxSE0Gmk0ALmkJopCaQHV5pM0lLTJFoFJSigYtLTc0UAOzS02loAWikFLQAI226iPHJI/St9XAty3bFc8RmaE+j/0rfP8Ax746nFcVb4zuofwzntRb5W/zmuC1dsrIa7bWW2oxzzg9K4fVM/ZGbHOeKiO5tLY6jwfbLb+HIGXrMzSt+Jx/IVvVT0mEW+kWcSjaFhTj3xk/qauV3paHmPVgBk49a+f9flWfxBqUqtuV7qQqfUbjXvzuI0aRjhUUsT7AZr5xchiT1zzVIRGw5yKj3Hd1qUGmOvcUxD1k9fzp24VW6HFLu5oAnbGKhJyaTdmgUAIaKWjFADaBSkUnNAEivUoYGquaUOQaALRo61EkmetPzxQAjHJ4qJgc1NjmmEUAMPIpjDFOPHBqMHJIzQAEYr0L4ZeBx4iv/wC0r5P+JfavwjD/AFzjnH+6O/r09axfCfg+88VXpRMxWUJBuLkjIX/ZX1Y+nbqa+h9KsLbRtNisraEQwxrhUXt/9f37nNYVallZHTRpXfMy5JiFdigAAAACs68fnAI4qzLMO4O71rKnkXfycevNcLZ3JFGZh57gVSnLO5TGfWpVYmdmY8bjk00Nks45J7np9aaQNhEm0HpT6AMDnr3or0Iq0bHlzlzSbA0lFNNUSBppNKTTDQAE000pppNAATTTRmkJoASkNFNpDAmm0pppoAKaaUmkpgIaTNFJQAU0mg0maQBSE0maTNAHWUUUUxBS9qbS0CHZGKKaaUUDHUZzSUUAO70uabS0AB/1sRxzv4PpXQoP3HTgDrXOt9+L/fFdFEQYxiuKv8Z3Ydfuzi9cYrKye9cvexCYW8R6SShSPqcV1HiJcXTN+tZFnGJNTsBtyFlLH8BmlBao1qO0GdbwDgdBwKKQdKM13HmFbU8nSb0A4JtpefT5DXzvj5FPsK+jLqFbm0mt2OBLG0ZPpuBH9a+erq2nsLqW1uEMc0LGN1bqCOKaArYOaXNOO0+1JtPpTERsvemYqY0xl70ARkYNANOPvTaAJFANP21CGINSK4oAUrTClS5zQRmgCuVpNtTlajK4oAQCnqajJxTC7HpQBO8oQUwTA9qiIY9RmjyjgsAR9aAJSwP1rvvh/wDDZ/EYGp6kzw6aD8qJw82PQ9l9+/61j+BPCEnirVQZcpp9uwM7jqx7IPc/pX0fbQQ2lrHb28axxRqFVEGAAO1YValtEdNGlzasr2dhbabaw2VlbpBawj5I0GAB/U+5qR5PlHIp0zjbjOc1Sd8DvXG5HakRzTjnOeOhrFu5yZMce9XLmRhnrjPWsefLScjjNQtShJ5fLZlPQjmsTxbqqab4bmKHbPcKYIQDzk9W/AfzFa5Cqsk0jhI0UszE8AAck/hXkXiLW31zU2uORbp8sCH+FfX6nr+Q7V00YXZz1qnLGx7Jp919t021uz1nhSQ8dyAanNUdEjeHQdOikUq6W0asrDBB2jirtdZwAaaaU5ppoAQmmk0pppoAaTSGlNNNABTM0pNNNAAaaTSk03NIYGmmlJppNABmkNLTTTADTaWkNACGmmlNNNIBDSZopKAOtoozRTEFFFFAC0tJRQAoNLSUCgB1LSUCgBGG6eFenzg10dvt8vA7frXPRruvYQegBP410EOB8vYCuKv8Z30P4ZzGu2xkEjYzWFo/Oqx57K/8q7C+QNbyevIrkdN+TW1UjAw4H5Gin8SKq/Azo6KKK7TziSGPz2aEHDSIyIc4wxGB+uK5jV/B9p4u0i2urktY61HEsMsm3Id1GCsg74IxnqPeukRTI/ljblwVww4OR0PtU2Fcbbos1xGoLYcJIe2CCMPxj5hjNa07W1M5t9DwXXfB2t+Hste2hMG7aJ4TvjJ+o5H4gVghiD619FnUIli8zdfpGQzMWiRhhep4YZHTiuevfBWha+rzxWl3AxkZTNbRRpkhRn5d2Mfh61UoLoEZ33PFgw5yOtIdtdxrvw/SwM72upwny1ytvOymZ+Rn7mR3rm5fC2txIrHTZ2VvulVznv0+lRysq6McqSetHlMfugH2BFSz2tzanE0EsZ/2lIqPeW6nNSMYUYHBB/KkwRUu4gdvypQ5+tADATUin1oDc9MfjT93+c0ANxmgpmnZooAjMAJp6woi9OafRwTjOTRYBmFH8NBBbgDFbWl+F9Z1g/6HYSFM4MknyKPqTXZ2HwpaGZk1nUljJUPAlv8AdlxyV3HpkdMCq5GLmR1nww01bHwbaSKo33LNOxxjqcD9BXasWXArN0W3t7GxtrOy3m0hTbEz9cZ+6fcZwfwPer9zP5f1PQV5tRPmdz04NOKsVZ3/AHpGckDtVSWUlsY6daa0u65YehqG+mEMLN/FWLN0VbycF/LHOOTWVNLgsRwAOtTpFI8e8/ec8c9qqXAB/cxnIB+ZvWnFEyZneKrv7F4OvpEco8qCJD3JY4I/LdXO/D7QIbgNq11GkiRt5cCMMjcOrYPpxj8a6DxRoratokMTXXkxW83nOdu4lQp6D1rZ0nTrfSdLgs7UlokXIdurk8kn6130VaJ59d3kXCaQ0pptaGIhNIaCaaaAEJ4phNKaaaAA9KYelOppoATtTSaU02gBM0maCaSkMKSjNITQAlJS0lACdqaaWkNMBDzTSaU02gApvSlpppAddRRSGgQtLSUUALS0lFMB1LTaWgBaWm5pQaAHRg/aUYDkAityP54twOGrGhGZlH1rZthha4a/8Q9Ch/DIxbb3IbowrlLyzNlq0cu07d+fw6V24AL/AErK1ezW4ibI6DinDcqeqsUcUVHBJvhXP3h8rfUVJXanc81qzsCNi6gHbdzW3cWcV5bmKZFljx91hn9awsgXUOe5NdNAQ6qDxwPxrSDIkjnLrRLZ45GjtUChAFTJ65+bv1IFQnQbYzj90RA6qQRk4PfPPIrp5IQysoyBtHGcd6a0LIqHqu7j6Y/KteYzaZgtoMKOF+yRBDyPLTGT259KuJZwqMGIrIowMjOeMH+Va/R4FPbAzRsHn5A65yfpRzsXKZMmlWU0RV40eJs8n9awbzwNod4pSfToi4xhgu0/piutMKtAUJIABIAGDUU8TtiVW54GO/HfikmGp53L8L9Bk2AJNETn5lkIyPpWTcfCa2bIt9Rlib0lAP8AhXqU0QmVHBGSex6d+1RCQSykMAJOB+vNOyfQOZnkE/wp1KM/ub+CQZx86FT/AFq5F8HtSYQb9TtEaSMuy7GO0ggY9+vWvS35cqwxyVbIOOnXPp/I1piTC2oMgP8AokmeefvJ/SlKKQ4zbPGvEfwsufD2g3Gp/wBqxXBgTcYkhIzzjrmsfSvBN1qQtHkuY40uATx1wK9v8YKs3hHU0BLZtSMt6e/vXGWBEOnaRgAMk3RgBwSOf1/mKqEE02wlNodp/wAK9AWGFrt7meQgbwZNoB+g6811ml+EPDungm1022idGJBb5jkcdTSKv8LA+ZG54zk85P4j8DVtXJctvDHjJB6dvz57flRay0JbbepqfZE2fulRTxxj+XtVG7sN3lsp4Xkr39R+vNOM8oAZV4HOC3J+nrz65qKW6m8oOXRQcfwjIPuKE2DRVtLj7FO0Nw0YjkwUnwQshyfv46HphvrnNWJlfdkB85PyMPmAHcHow+nPtVOaRZIlSUKQM5+bIKk5IH696z0mMKyJb3PB6xTcqV+nUHp0rOrQjU9TWlXlA0IFGTIedxNUb9lkuEgZwMnnnpUE95LcTK0e2F2TAEcgYMQeoB5+vOaW0t389p2XzH28ZXv/AJzXnzws4va56UMVCS3E1CeCMCOFs4G3OPzrPiQABs8GrEmnaheSyMluFBGRucLketXo/Dtzt/eXdrEOwBL/AMqSoz7DdaHcxpZ45bt7ZkYpHH8w/vM4wF/L9SK15oxCwRR8oUY/KpbbStOtJPNTfcTlyxkdcAMe4H8qfeoNit6HH512qNoI4JT5pFI00mlNNNSAhNIaCaTNADSaaaU000gA0ynZplMBKaacaaaAG0lKaQ0gEpDS5ptAxDSZpTSUAFNNLSGmA0mkNKaQ0AJTTTjTc0gOtooooEFLSUUALmlpKKAHUtJQKYC0CigUAT2qlpS3PArZt+QcGsuyU7WOOrYFbMcYRBxjjnFcFXWbPRpaU0OUjGKjuU3xEY7Yp7HB4odgY+TmiLGzllUwXskZPDDIHuKm70agNl+jDucUV2QehxVlaRBM+y4gI6gmups3WSJD7dq5C7bF3CPY10enSFVG3Bx2rVGDNWTB354+UD8akYjco42+g9aQbJEb5SBgAYpzQYUEHOT0HSquTYjmVWdOxHrUZT9905wQMVNLbsAhB4GOPWoJMrIhOSDnmmmJorqWWQjkgDnPU1DHKysEZcYHbmrErBbob+mRg5zzUFzHtmVyQw45JFUiWV8+U+AAMqec9Kq3KGLsRk8bsc/5zVm9VtyncwUgDnHXtUbruiwh2KuPf9OKtElSUeavmIxLYyQegJGKnebbb2iKURfssgAJ5JBXOM/Q1UUogK5G4kDcB90nNQl2AsY2ywWSaIZfGcgkDg84Hem9RLctalcLd6NfxfwvbMeeg7c+9cFDLJL4RtmjXbJHLtHb9fX/AD7V1dqJJ7K43Nx9laMMO+4E5+uf59K5DSLcz+G75pjyk4dSM9fT2zn9KuOl0J62Z2NpPJMPNyFkc7tuOMbQ3HQdc+lbKZZ9zgBQMKeeB6H25rH0mMS2Fuyk5e3jwrsSSMkdenY/h6VrNKyGNgQ2wBcHgMQcf/r+tQ7bDLscUe0DaBnkgdOPfp39qGtoCikhto6HncOe9MS9CMqiMksckZ6e/v1qY3R4AAx1BK9RUFEC2kQlEjRrublsnimzWFsSVKAoMkZ7etPEzyZzwhGCcf1p7wzMAc/ODke47U7hYwJ9OhVdoPUBl+QYwPX8u1Rrp8oDkMBuI5Ix1x2FdJFAFC5w2fm5pZAwUcDg8Y70m2xpGCbedVO52IP5ntTvr3H4GrkscrEbpAwHtg1XEIdmOMNnHAxSGNjZixwMr3BpLtcW5Jx94GrKxbD9P1pJlLrsAPIwfxpPVDWhjmmmnGmmsTUaaaacaaaAGmmmnE00mgBtNNONMJoAQ02lJpppAIaQ0pptACZpDSmkNMBKSg0lIYHpTSaXvSGgBKSg9aSgBDSGjNIaAOuopKXvQIWikpRQAtFFLQAtFFFMApaSj29aQGrpsWFVvUZx9a2G2ovP61VtIdgHqBSXtz5URYqSBXDvqeklshwcM2Bin7QUKkD0rmtE1tL2/vbYnEkLBgP9k/8A1/51dv8AUZUjYICTn0oRfL0KWoEteoncPz7UuapRTyT6gzMP4auV10/hOHEfHYzNTkCXUTZ6DBre0q6G1Tniua1keVcoCAN3zfXgVoaRL8oycdq2Oc7VOchTxwKtNJhgp56HGazbabIQjjLEZBq4rAyBicH0qiSSSXKjggcfzqGdwUXgYx9e9EnEqkFdo4z+NQ3LYVTgEevXvQIbdKrlSfu5OTUN3C7gGNuN2f0/Sm3j5j3KCyjcc9/zpssrGHOc9ec56CrRLGhmRCSPQED5s4FUFmXfjpychuOxzxV20uUdN0jfxYwx4HAqpMUaQ7l5BY5Axzz9KpEMpXsZ+0oS2/JwM4GcYqWK1Z7eFl2j/SFKnruyuMfmaZqBBiDR4Zf72MkVJZ3Xm6TMCrjynRgMc9R7+3/1qqXwij8RT0hCfPRmOXyoLdec8emQea53wra/aPD9+cEnDKwydpIz+p/Ku4srWNLhQvISV+G9GOeuP/rVzngyIRaLKqBTiWTdj2zx+lLmvdjtsXdMtozpNvE2WEkTIApwchs5H0/A/WthY0mtYklbdJ7HliB/P9axNFWQWivvYwpK6qMcqpGQfzrXjLm3yOG3Y3Z6Y7/ypXGy0tuAseCAV5HHJHpVpbZRukII3AkD05qql5CrjbkEjqOin/6+KtrLG6Hc+c9Vz0pMETbBkkLuOeVFVn24VS3BOQc9/wCeam80IhO7BHIcdD+NMwGKsTxwCP60ikMjTCEEZ6Z46GmyIdrNuO7HPPB96sZ2jGcnHUc5FVLjLchgqnBHPQUrjKcuCvU59KYqjtkA8Z5xxTwg3FuvsD9anUBVAxjjHPelcZXbd83pngmomQIv455qeRgdwOe3SoyMkqRxjpihMGY067Z3HvmojVi8IM/HoKrGs2WhppDzSmmmkMaaaacaYaAENNNKaaaQCGmmlNNoASmmnGm0AJSGlppoGFJRSUAFNPWlppNAAaaaUmkNACd6aaU00mgDr6KKKBC96WkpRQAtLSCigBRRRmimAVNbLvuol/2hmoas2TiO4DH0wKmbtFl01eSR0sY2RZ4yaxtZuEht3yeAO5q7HOXjz6Vy3iORpoWCuUXuV61yHpU43d2chb38cHiJL63g2FDslbJy6HqAP1+orvZD5tur4yhGd3tXmolCLnGSenua9JsNr6RaiMsymJduVyTxSaNJalG2x9rlI/ujn15q3VDzfKvwrMPmG01fQ5dcc8iuqk7xPNxMWpnP+InP2yPPB2iptLnyi89xVfxOQNSXHQjpUenHgFfXJFb9TmR3ljN+5TcDwSBgVohSZkIPpwOc1iWT5UnAyOta4JDI3fjnH9KYmSSuVkAx3A6+9NuJAIl4HTr+NPaQlVxwcDGf8KSYD7Od3PGPTvRYRBLJGYSCd3DdagVAygqzHk5zjoetSSRBYmAGQQxyRt7ms9EYEESbeucL1I6c1aIYzaYuhA6/dHAFVb1TE8jhCvXDDPHt/n1pGuJmldWbop7Z6GlvZ9ihgMkAZycd/SrJMq9v2WMRxl8npnt7n8P5VZ0O7D2lxA5Ukx5U92Ckjr696zb8KZIeQ3zEtkYwB2//AF1X0meaO4UxbWA+UKeAMg8+5zim1dCTszsIrpXu8btw4bBPrgg+9YHhUeVp86kAH7QxAY8dScfQ8/8A1qz7bU7i28QRW8shw4YAjkqoOQfyNSeG0bffMykZZ2aMDPAY4I/OpUdC29S/pTTLLcLE5EbXEbRLn7oZf0/+tWs+VtWRjhgxyc9fXPt9azNJ3/b3SRDjzUG0LgjA7/X9PXJwLl5ckSsqscDIz3x6UkwYkaTSOT05xgkdMdK1rW3ZEV16dSD1I96qaZAEUu6/7vt6VtZCruUYIxjHvQBGIlQY3fu8ABc9KlijIXaxzJwdx7io8ZO4MRH0OB0q0uQAue+V4x+FSUgbCoCDjGPwOOKyLuVVIJ5Pt61fu5QVLE8rkH0NY6tuc92J/OpKRYtgc8A9Tg9anaPuTnB9fy/rSRDK8DGe4/SpCgAOP8/5NAFaRdoPJxjpULA+Z/dHvVhyPc1C7E4IHShAZF8MT59RVQ1cvgQ4J7jjNUz0qZblR2Gk00ninGmE8VIxDTDTiaaaAGmmmnGm0gENNNKaaaAENIaU0hoAaelIaXNIelAxtIaXtSUAHemmjNITQAhpCaDSGgBKQ9aWmk80AdhRivnb/hJNd/6DWo/+BT/40f8ACS67/wBBvUv/AAKf/GnYR9FUV86/8JLrv/Qb1L/wKf8Axo/4SXXf+g3qX/gU/wDjRYD6Lor50/4SXXv+g3qX/gU/+NH/AAkuvf8AQb1L/wACn/xoA+jKK+c/+El17/oN6l/4FP8A40f8JLr3/Qb1L/wKf/GgD6NpQcV84/8ACS69/wBBvUv/AAKf/Gj/AISXXv8AoN6l/wCBb/40mrgnZ3Ppy1eWRdoas/X7ZorGRhEZG2k4GK+dV8U+IUxt17VFx6Xkg/rQ/irxFKMSa9qjj/avJD/WsXRfc7IYtR3R2ss0pEcgT5AeT6V6Tpl6W8O2ckbDHlBc+44P6ivnb+09Q5/065+br++bn9ali13WIYhFFqt9HGCSEW4cAZ68Zo9g+5f12N9j2meaaS7JlA2njPrWzo95bi3gR54g+cld2do7Zx0r58OuasxydUvSfU3D/wCNNi1jVIP9TqV5H/uTsP5GrhTcdUzKriI1FZo9z8UEm9RwRjHWq2lzckjoPevGJNd1iYAS6rfOAMDdcOcfrTU1rVY/uaner/uzsP61tc5NOh9MWsoKtkjkDNbkJ/cYzn3Ar5RHiXXlGF1vUh9Lp/8AGvovwrd3MvhPTJJJGldrKJ3djlmJQEkk9TTiSzqW4tzgg/KDx9KYs37lgemOmKggug8UgLDABGM+1Mjny7Lnj079KslsdFMWjbnAC55HvVWEq3zNg85wD79aWNf3x+YYCjhhg9aqKjib92NvyHg989+KaJY6e3WRyUbH3uCc9+lUdTdoisS55GBjsc9TVgeapcqTkFsA9ufY1W1GTdcDKqeTksOB+P5d6tEswrh1uVIEbLEAdwxjPuPxpuixPIkzRZ3wsJEBbqVbP5YFXpF87bgNlS2EA5P/ANeobAG0vQJAfKnjIOTjG4Yxj8T/APWq0SyxdNat4gt5UtWkSa5WESIAoB2kEAfgCfar0KPbapP5EabdnJHOCwxj6cCsD7RAuixXGHVrK6ic7j90qxVhn0JB/SukuZXWeeZCJZmyI1U/KmRjcSeMgcfjx1rBS6Gzj1KloHhkgQp/y0eVmEmQ56cY9Of0p0kgkvCFJZjyoHT2/rVGSZYY/L3sZBnn+v4Yx9PWtLSbBpQGbJ756fgauxFzo7KPZHl1UdsDsD/9erbgkDyiMj9QahjYxhQcEHv2GOal8792XHVccCkxoRUVWD56n5vT2pzLtAGfkJ69eaVpVH7xcFSSCO1VriRUXA+6TgnPQn+tSNFO8c+YMk7RxxUEEIZgduCe5NRyMXY4APH4ircIOBlcAcHvkVJZaiV/Ly33evTr60Owx8xI9OP89qNrOBuDAnsT0NDDI7f5/rQBUc4wMd+KYVBORkY6Cp3zzxyKhbcX6cY6etAFC/TcpwM7RkY+vNZRrduMN8q9dpA/HisE1MyoiE0wmnGmHpUjENNpTTT1pAJ3pDSmkNACHpTKcaSgBtNpxppoAQ80006mnrQMSmmlNIaAEPWm0ppKAENNpTTTzQAU00tNNAHilFFFUSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9OeEiIvB+jhpIps2ELZjOcfIPlPHUV8x19M+H7ZYPBegyLKJo5rGB1ZcDB2AMvHowINVHcTN+OJDFJ8wGc9OccelQJHIJwV/1e4ErxUscDCMsWIXGfzFEUBG5wQB1zjirM7FOFmExZc7QMEeoBpsJlLsQcZU89O/ORVmKBkiLnhVXjnjrk04WxFqGdSHbt16/rTuKxWinliZm2/Irnt/hWfczC6lJjGeTu5HrWhPFGkS7SRISGPBzjocYqtcWalysRUkDBJPIPOOaaFYpbkWS5ZcEKAQTUNxJuVWU7gq7sDA64OKkNtI/yqdsLJ8xPBP0rH1JXt921sBux7gdDj8q0RLHTIG0/VYIomeRVZx82emH/AJkjNTX2rTTxwxp+6lB2BEHXPTtVPTZP9MuIZUd45QNxL9NyFTn1/GmWEge8hu32s6r5Uq/7S/Kf5f5FQlqy23ZG9pOhs6+fOV5GcDnnd+tdhCkcUeEAGeOAevesS2vFVVUYGP19O3/1q1kZbiBB+JqmyS4RuKgHg8/WkKBVyF4Bweev1pm0hUYMOMA89KY7sruMBlbJ49sVDGhzIquVBJXOPQVRuyyZGcjqDnocVM0jrIsUhyGOB/PNUZN0oJL552jHbNSy0NRgz8DAI9PetNFIUqcnbwePvA1BawojA8MSN2cY4PUVdGdy8YwMqcdqllCAMoKnlgPmJ70kgx1ZR14HFScsAeg/hHZaruSckHaB2A6UAQysF/oKryPgnGM9qkkxx1z71BI4LE4/OiwEbg7t2ecdaxZV2Suv91iP1rZXczEljjHSsq9+W8mGP4qUxxK5pppTTTUFDT160004009aQCGmmnE02gBDTT0pxppoAQ03tSnpTTQMQ02lNJQAhptKaQ0AJTTS009aAEzSGg0hoAO1NzS000AeK0UUVRIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX054dmjl8HeHraBNsUOnQ/LnO5mTc5/wC+iTXzHX0n4S/5F3Rf+vKD/wBAFNCZ1SgLbAFhkjJ461JEVWFmKnkDnOP/AK9RdUUdsCppv9Si9tvT8aoQIka2hDDBKkDJ60k5LIqDKndjA71DOB5SDsQahmY+egyeo700Ic9us90pH3FGOnH054qpwjTOTtXcBkjII5/GmISIncE7ix5z9aqXDsYkUk4YDI9eaabE0iO6hZIYUMmCxOQB/P8A+vWReW0jRgby3GF68YH+NXbqV0a8dWIZEUqfQ4qhkgtg/wDLJjz64BrVNmRz127w6rHG0gRXUxk44U8MhPsGCk/jVjQIxqGumc7w0kDecOCfMVgM4/H9Ko6vzqOOzdR68VY8BzSN4tdGYlXtWZh6nI5pPcroekR2CxFIW5AX5T04HbitCC1aFNyHK5qaBQ8ZZhlsNyasQgbSvbniiQkhoIK/MQAR39qhVvNTZ94BQQQf0ocbnAbnpVK5Y+SrZ5bqfXpUMpC3MxAMORkEnJ6VWBZ38wk9Aw49OKgunYtnPPPSpY1XfGuOOOKRZfEqoo4bJGQuf51IJMhSQQrdQf6VBDxGmP71Tg/vM9yAaLASNISHB5ZcM2BgEentUThmYZyWxn2AzU+cIQP4eh7iopvkRQvA3Z4/GkBVZGY+3f2qu6AZBPzZrQZRkLjj0rOuCd2M9v60DG7uSo55xWZqIxeP7gfyrSTj/PvWfqPNwpPXyxUy2HEpGmmnGmnrWZQ0009ad602gBDTaU0h6UAIabTjTTQA002nHrSGgBp602lPSmmgYhpppx60hoAbTTTjTTQA003vTjTTQAhpKXvSHvQB/9k=",
"path": "000406.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000407
|
Men Tshirts
|
{
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",
"path": "000407.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000408
|
Men Tshirts
|
{
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",
"path": "000408.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000409
|
Men Tshirts
|
{
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",
"path": "000409.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000410
|
Men Tshirts
|
{
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",
"path": "000410.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000411
|
Men Tshirts
|
{
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",
"path": "000411.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000412
|
Men Tshirts
|
{
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",
"path": "000412.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000413
|
Men Tshirts
|
{
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",
"path": "000413.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000414
|
Men Tshirts
|
{
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"path": "000414.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000415
|
Men Tshirts
|
{
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scr/+quOj0ptNE6SqBNkgn1969AD5GB254qrqGnR6jDhvlfHDD/PSm0JM8/tbdWu9xHA4q9ZaeFMtxIuNx+UH0rSj0uWxJWZRnP3h0NSyoWVY/U1NhtkGn6bFcLI0kQaFMsqsM49cfWnRQLPqlvHOvmIScg9CccVtwxpDphVaqWcQ/tCF2HRv6UyTO1WxVZJDjG8c8UwM00FpdDma2baT3OP/AK1dBq0AeNSB25rP02zYiXcNsR6sR39vU0x3G3+ix313HcxEIjgNIwHQf41oYUBUjQKuAqqOir/n+tPBVYkhTPlpwoJ5P1pYsI++Tk9aVlcLtkcsOxsnuentSfdgOO7U6VmkkJ60149sajPPtTER4LKSKUqRgY60+L+6PWp9oMm7r2oAr+Uk6NHIgdT1DDNYWo+Gc5ksjg94mP8AI104QbtwPemTMSSVFFgPN5I3jdkdSrKcFSMEU0H2ruNZ0VdQtjPEpF0i8Y/jx1B/pXEEHmpAcjetSo2PpVcU9eKAOo8HkHxDF6+W/wDKuo1TVYdM1bMok+eBcbBnozVyPgts+JYv+ub/AMq0vG8hTVrfHQwf+zGhuyuVFXdjVTxdpxbDSzIf9qM4rQh1q0nAMd5C31YCvM1nbPBqTcjfeAP4VPtfIt0j0bU9ahsbJp3uII1HR2bjNcfeeLZ70kWMJCf895x/6Cv+NY7RwHnylyOmRTfMAq1VstBKl3HSN5svnXMr3M396Q5x9B0Fc3rfjS2093t7dftE68HnCKfQnv8AhVTxhr8llF9gtpAJpVzIw6op7fU/y+tebRuWQMe7E04py1YpStojd1HxHqWpZEtwyRn/AJZx/KPxx1rK8zHeoi9MLZOK0Whne5KZN3SkPoenamKeKd1oAbnsea9J+H90NU8Oat4ceQq7KzxEnswxx9GAP415qxq5o+r3Oi6pDf2pHmxHkHo6nqp9iKmceZWKhLldz3DSbw6ppNtdOMSSRguPRu/61OYwOorD8MazZai101nITG0xkEbDBjD/ADbfwO4V0zRg81zbM61qimQKUDIqcwGo7h4rS2kuJ5FjhiUu7seFA6mmMy9Z1M6dbKkKiS8uH8q2i/vufX2HU+1T6JpQ0yz2M/m3EjeZPMeskh6n6entVTRbKXULxtbvI2V5F22sLD/Uxf8AxTdT+A7VvTz29nAZriaOGJeryMFUfiau/Qm3VkyAAVwfxA8Zizjk0TTZP9JcbbmVT/qwf4Af7x7+g+tUfFHxKQxSWegscsMPeMMYH+wD3/2j+A715ruaRizEnPJJPJ+tXCGt2ZVKnRAo3Yx90VMpxTBgUbq2OcnDjHPetfRfEmp6A+dNvZIE6mE/NEfqh4rA3GgE00wPZ9E+LsDlY9YsPL5x51qcjHqVPP5GvQdI13SdbhMmn3sM/qgbDr9VPIr5Y3H1NSRzSxsGR2Vh0KnBH41amyeU+r5bm3hGZJ4lA/vOBWZdeK9AtDibVbUH0EoP8q+b4pjM2JGbJ/iJqZY+cbsfUYodS3Qaie8T/ETw1FnF+JMdkQmt7wT4ksvEcd/JZCTZDIqkuu3OQTxXzWBnPzf1r2n4HrjTtZ5z++j/APQTWc5txsUo2On8Zf8AH5bD/pmf51zHUE9hXTeMsm8th28pv/QhXNAcDr1rAYuOvPeljUsenSmjk+xrT0m0+1X0UR6M3P0HJoA2YLf7FpirjEsq729vQf59ap5eWLOOUHBzWrevvmc9ugrMt+d8Z4O7NADNzGMjtRBB5soB7mrDIkWV59qu6bChcHqaYEVxbLDAuOK5zxXb3F74T1KK04lSPfljgBQcn9BXXaiDwo/KsW/tUvtNu7GZWaKaJlZExlvlPHPek1dWLpzcJKS6HkFzDo03hiIBUgvkiRdiI24sd25jk4bdwB3617ZpiG20WzW4TZN5KeYrHO07RkZ785rzzRPh3rGlvYag2txweSq5jMIkkCg5C5Pyk849uxNdnNNJJMAMs5569KypU+S50YnE+1SSW1+t9zVlukQZTkmo7e7Lbt3QEfhnvUSW0rWvmNgVZsYR5DKAMt1Jrc5C3JGsnysoZT2IqhLpsTNlCU/UVqRAdAc4XFVZ28ufHY8CkBT+zSKmwSLt980RWyRuGaXJBzhRUl05jYhRnrVRS7OXIO1etAGlJNGw5QN/vc1UkdpWwO35CrNvbGYK0pzxk46Gm3eI5CqABSKAICPL69aYuZZdop7/ADJn0FOhVLaPz5WCoBuOewoAcFRZEiyPMbovcjIycenI/Oo4nivI0lgcSQuNyuDww9a858f6pONSsLmxuYYz5EsflT723DIYnC9+Ao54Jrq/CuoW6aVpdnHL50f2ZVjlCFdwC55B6Hr+XvRdXsU4tLmtobrQGNgetKnX3xWkYA0OSOgzVGMbZTxTJHKpXrgU9YlkOCcDufSokLNMMkVaKqlsztySeAehxQAsK4mGBgDgD0rgvFenDTtYLIuIZxvX2PcV6FZsJYFfgnv9axfGtj9q0l3UfPD+9U/Tr+lSwPOxS1Xjk5xU6tkUgOi8Ff8AIzQ/9c3/AJVoeOgDrFt/1w/9mNUPBf8AyM0P/XN/5VqeNNv9sQbio/0fv/vGpn8JdP4jk9nPGfxqwkRI+UH8BUizpGMA7j6gf4U/7U/YMf0rmudJCY1UjJx9arX1xFY2M93Iv7uFCxGeW9qvNNMeqjHoTXG/EC++z6NFbhArXUwUnP8ACvzH9QKuGrsKWiuefX95Je3c1zMcySsWb0FZsJxEo9z/ADqWR/nHvxUPQ/iTXccZLmmg80gOacOTQA4dadSUUIQxuvWoyTmnMeaaaBlmz1K80ydLmzneKWM5yOhHcEdx0r0HSfiphEj1WyO7o0tuevuVP9DXmwHPPQ8GoxkcZ5BwaTinuVGbjse3R/Enw0y/NczIfRoG/oKwte8eaRe30Fvm4m02ICaSNIsG4kz8qncRhR156nHpXmIG0b2wewHqaaAxOSck9TUqmkW60mrHouo/FS6ePy9K0+O3H/PS4bzG/wC+RgfzriNQ1i/1efzb+7luX7b2+VfYDoKpbfXmnYwKpRS2IlOUtxMc5PJ/lT6QdaBVEC0Uc0UwClpuaCaQD806ogelLu60wJ1fBGK9E8I6X4d1zS2/tEzR3kT4LRybQ6npx615oGrpPCd4qXzwSEgSoQpHZhyDVxkluK1z0j/hE/C0a/LDdyEesxrvPh/YafYWt8un2xhVpFL5YsWODXkKeLntsxTL8w4Nel/CfV/7WtNVbGBHNGB+KmqrOHJ7oKMk9TW8Zf8AH5a/9c2/mK5sfMAx4rpPGRxe2x/6ZN/MVzYGOK4yxUHOSK6fwzb4FxdN0Rdg+p61zij5gO+K7Syi+yeH41xh5fmP4/8A1qAKchyCfWqCNtu+ehq9N0rOkP7wGgC7cLmcHjBFaGmfeLdhWe7B7eN++cGtOwXbCWPpTAr6pOfM2qe2TWR5zk7dx561buJC7knsMVQXHmGgC3NMzRonYVJp1uCzSuuSTgZqFV3DJq5bKxdFBwAaALNyRHabBTbVwkHvjIqa7jUgA1UWRIgBntjmgCxaykzcnIbrTNQXbcKe+RT4MeXwCMfrWdfatF57oI3eWEhSuPvN6L60NpasC3cgNcbRyzLxUAP+jkEjLNUS6lH54kkwsIRsSscDPJIx7f0qUMrRo45DcgmlGSkrxdw23NSA4jXHQCqF42ZmPbtVoSfIM9+wqpKhYlm9aoBkY+THY81JIolQRY4xgCmYwp5qwoEY8zqcYH1oA47UPBdvqOtxXE7PLEIihDOAd27OPu9MEfguKv6D4ej0O2t7NWaSSNnQHcdoBcngdM81twkmV2Pan2w829Ryff8AGkkk7lucnFRb0RthQIse1ZNxhZTitcn5cCsK43NcN7UEDrcDzN56j0q1egfZIgRjjPFRW0e4MMdfen6o2xNufupigBNJlzCyZ6Hirt5ELi2dWGQQQRWVpHC59q2UbzFI9aAPEbmE213LCesblfyNSRtnjrWr4ws/suvyMowsw3/j0P8AKsSJiCakZ1ngr/kZYf8Arm/8q1vGabtZg+XP+jj/ANCNY/gk58Tw/wDXN/5VJ8S9Xk0vVrTy4VcyW55ZiAMMfSpn8JUPiKflkY5UUoVf72T7CuCuPFGpMCFljj9kT+prIl1jUJjiS+nOewcgfpWHKdHMepO8Ua5dwo9WbFeVePdRXUNa8uFlaK2QKpU5BPU/4fhVV5STuaQ/UnNY07b3Yk9TW9GGtzGrLSxTlbKhh25pMg4ND/Kx9D+lNHGcdOtdBiSR0/HNRxZJNS0AL2o7Uho7UAM6mkxTgKd1FADMcVft9Fnu9FvtZSSJbezeOOdWPzEvwpUd81SxXo+meAdfm8EvDHHGq6kEu9rsF2qnKbs85POMdM89eAR5qcuwOMDoo9BRippIpIJpIZkKSxsUdT1UjqKYRTGMxRS0GgApaSloEFJTqaaAE6UdqQ0hPagYucLmkJ4ApCfmA7CkzznuaBD81aspWiuUkU4IbIqoOBmt/Q9KhvdH1q6l8wTWlqtzb4OFbEqrJn1wGH500BoXscdzemQcBwrcepGTXr3wWtkt9P1fYc7poz/46a8RFyQ/J7DFe1fA+czaZq+f4Zox/wCOmiVuQpt3Om8Zf8flr7RN/MVziAYJNdH4x/4/bX/rm38655Bu/pWAFm2iMs6IByxC/nXZ6hhTFCp4Relc7oMHmanESOEy5/AVtTuXld27mmBTuGxWdIQDnNT3khztFVXXIzSAu2hE6+X0+cVq3U32aHy0GSRjJrG0ttt7GOxYD9au6gW+0sDng0wKUrYT3NV41OSfWp5OR0yaiGQQAKQEjTCCFnIztUnFP0W9N3HDM2FPR1HQMOCPzrmdT8SPbX1zYQaRe3M0Vv5yEIQk+TgohAPPXk4HGKveH7m5LNBqU1pHcvLuigVtrmPAA3Kxzu45pgdjdt+6JB5PesbkuBj862UUm2PmHoDWWysJBjA5zQBoRhh0AyeMk1ha1p0sskU9rM6bZNzhOd3ylSD7EHr2Kit3YPIU5zjk1FO2diKMDGeKipTU1ZlQk4u6OXSO+tWkZme4DbW8twBnbHtCjPTc3Jb61raPZv5cdxdbFYxhAAx5wOvPOPTua2GUOcnG0rsxj0qvJ/rQFVcFuuKzp0OSV7lSqKStYm8xNpAIP0FMfc/tSsNpCjqe9LICdgHB4yfSugzIDgMcc4qaTiBB6jpUcg2seKdMcQxfTH60AMQBVJPrUtoD9q4HAWmuhyV9DVm3j2zHg8AZoA0lORWZcxYlOB1NaEbYbFRTqC2cdaQEeFiiHQAd6ytTn3qxH8R4rTvP+PQnuxAFYN+2XVB1oYGhpo2xjHp1rUtmyxFZ9qBGij2qxZSFrl/QcUAcp8Qrbi2uAOjFD+I/+tXCKcPXqHjm383QpH/55lX/AF/+vXl/8QpMZ1fgc58Tw/8AXOT+VZ/xmaRdX03y4y5+ztn/AL6q74EP/FTwf9c5P5VY+JUVtJrNk1yCQtucAd/mNS1dDjueM/Zr+4GAir9Tmnx6HeTNhnfH+wn+NdrFNZK+YoSuPfNSS6kR91OPpSUUanAX+jSWVm07+YAuB85xkn2rBciu08Z6gZbC3twAN7mQ+vAx/WuJY+9bQVkYzepC5HrURGG9qlYVC5xVEkkRxVjtVePrWxb6Jf3dh9shiVoOfmMqryGCkckeufoCegNMRmnmhulXLrS7+ycpcWk0bAMTlc4AYqTxnjIIzVMsCOGU/Q0gEHSnCmgcU9RxTBjcfKc+le5aPf6jeaPa6OmlPfXbWUU+6O6Cq0R5BJzkAkgHj+GvDgea9S8G/EjTNDsdMGoJdNPYW8lvhIg29ckrhs8dhz6UgPO9dtWsvEGoW8kyzSRzsryLnBbvjPOAcj8KoHpU97c/bL+5uiMGeV5SM5xuYnH61AaoBuKSnUlIApaO1FACUUUlMBpqMHnNSMeKgdsKaQXHBuCx6k0D9TTMgn2FPzt57noKQDmPIUfjXqfhnRhaeGvDes3JAsLy6utNvQRkeVP8qMfYOo/SvK0PzZ9OtfQWhxW1/wDCnQfDc7FJ9X0+Z7V17Sxt5ij65wfwNAHlXiPTpdMvbKOXbvezQPj++haJ/wDx6Mn8a9Y+A3/IM1r/AK7xf+gmvOPHutLrd3o10QqzjTUF0oGCs+9xIGHruBP416L8BDnTNb/67xf+gmiXwlHX+MRm8tv+ubfzrAi963/GP/H7a/8AXNv5isGMVkB0mgJ5cV1c4+6oQfU1PK2FqfSogmiY43SAyfXn/wCtVWc5TNMDNl/eXHHaldQEqaGLqxpk6/LSAZYnE3mdlYGtPUhm7kOe9ZFscM6HvyK2NQ/1jN7A/pQBnkAjrUbZUEq3IGQPWpfmdOMYqtIuDhm2j1NAHl9tNepaS6hpW60t7qaee4tZ98d1cqR0QA4Kq2QChyM8g1HENJbSLeKOG51fXNMgik8ia5BGxmzsGwjd8zjIHzDuetdHqGreGLXVdL1pJp2nmd7S2uLaYMm7OGBVjgct1xWTa2UcF/Jp3ha7Mc9hqUT3iXRVnfPXY4GdgGcjIBoEesWdy66fHHcMrXBjHmbTkBsDOD35qFmyRyPwpsaIZGxgDJqQRqDwRTGW0cG1J69PxprqVRD/ABGnW6gllzxjNOn+Z1XpgUASj/UAjrmogF69cc09GxF0qM8Mijr60wE3fviD1qeRc7FGarv/AKw479zVjdnLZ4HAoArXB+cL3LU4jzMJ6N1rlfG+t6homji+04W6ss8cckl0MpGrEjcR9cfnXLn4p6zDdxWT+HYDcbghk+14jZiOCGxgDHPJpDSb2PW1XzJyascCVvevLPBHjPW/EXjK8tppLN9PgiZgtvHgE5AUhj8xHXOa9NVi0xY96YicH98CfSnOdwB7VGkbM/HT+dWXTCqKQFW9AFopPYg1zcR8+83HoDxW/rDFbADoWOKwbQbZt3akBos5yQKs6c3zsPxqluBbirViQs3PXpQBb1i1F5pc9v1LoQPyrxdlIbBHI617mg3Kc9/WvHNctxba3exLjCzEj6Hn+tDA1fAf/I0Qf9cpP5Vo/EK0W71m0DPt22/p/tGs7wH/AMjVD/1yk/lWh8Q9Vt9M1m1M4J8y3wMezGl0Kjucg2nwIwBl5+lPNpAIyWdjxke9U38S2jtk4AHfvVK/8XWdvbOQNztwq+9TqbHI+JLpbrVpVjUrHD+6Ue46n86wnHNWpneSR3ZlZmYsTu7mq0pIHIrfoc71ZA7Yqu7ZFSSMKrs1Ai1EcqDW9YeIbqx08WIVHtSwLxkfeG8OR7ZIA47ZHeuct2yuPerg6UxHsXw78Q7odd1qSy3/ANl6QFfzHB89y7u2Tt4BI4BzjJ5Ncv438d2PivR4rS38OW+mXCTiQzRsrFhtI25Cg9Tn8K6b4WXOmaX8P/E+paxCZtPMyRTxhdxddoG3GRn79cx4pn8Havq+iQ+EdPltTJcCO5V0ZQ250C4yT/tdKlbjLXxN8M6T4YtPD1rZWghvprQvdyKzESMAozgnAOdx4qlqHgu2svhjpvitbyYz3cgjaBlG3lmAIPXota/xyuzL46jg/htrKMD8WZj/AErS+I6jS/hR4O0tOA6I7D3EWT+r010A53wh8M5fGGgtqFprNrBciV4xayrzgY+YkHIz9Kp+KvhrrnhGziu76SzlilmEKfZ5GZixBIGCo9KtfB2yW6+JFi5A/wBHilmzj0Xb/wCzVi3+q3WqeJ5Ybi/mazk1JpBHNcssSZkPzZ528dwOKNbiMeTT7uEtvt5PlJDEDcoI68jI47+lRy280MjRywyI6EhlZCCpHXI9q9BuZLezspbqSLUIYZEMjmz1SOdWVyo+7JEMbsrx3xzWTqfiHT7zTrox6lqj3Tq22O5tYsMXYMxLxsCORnoemMYp3YWOOP5ZoA5ras/EDWtp9mksre4RYDAjSZyqk5+nr+f0pI9U052C3WlIY9qg+WwDZGMnOBjPzcfSmBjUlWL6S2ku5HtYzHAcbVP0GTjJwCcnGTjOM1WNAC00mgmmE0AI7cVWd88D1qSRqhH+sHf2pMCVflAJ/AetGST6sf0pMnPGCe57ClHoucdye9AD1PRR0HU16v4lvbjQfBvw21G0dhcWsTSp6HhSR+IJH415R9xCfavXvihaG2+HPghNvEcIUn0JhQ4/nTAf4l8KW0+i+IvFVigNpfxWl/bBTnZuY+aufYk/nXRfAL/kG65/13i/9BNcT4V8Tib4X+IfDU8wE0UJuLUMcbo9wMij3HJx6E12/wAA/wDkHa7/ANfEX/oJqZbDR2HjH/j9tf8Arm386ydNiNxfW8Ix8zjP071q+Mz/AKba/wDXM/zrn4ZnilDoxV1IIZe1ZjPQbkhCNowAOMCsuZcris2LXW2gTJux3U4qzZ6nDfXBt1R0mwSA3O7HoaYE5jKQ54qld/KtaDH5SM/hVO8jDqCvTP5UgKdoMz1s32HZcdCgrOsYQrM7dFGaneXcwJPGBQABSicZqjfQGeGSLOPMUr09QRWhJJ8oAHWq833c0Ac7pumaTpEbwW9hbW8bP5hiYBSrHqPm4I44INaNvIvnqIoowhbMhRBtAx3bAyenSrK/MMHkHtUrA4HcUAW4/IRSVA5FIrR+lV4ZQnBGAfapg4JPYUwLULFmVgAFHFEp4fHX1qAOScDp6Zp2/wCbBoAnTPl4I7UjYEqH060hcLg+/FPYjqBnI4pgDDjPc0OflJ7A4pC+SAelMlcj5VHzZ6UAcr8RtJn1PwdexWcZknTZOEXq4RskD3wTXmlt4asJPCYvE0q2bfYNJ9ra8IbeN3ROmcgcV7uFyoy3OM8ViTeF9AkvDfPo1g10p3eaYRnd1zjpn3pNXNKdTk6XOX+FvhG50ZZda1DMUtxCEigPVUJB3N6E4GB2Fei20u+52jniq0MpywHOVNWdOi23RY9gMUzM2lUKKZIfmAqX+Ed6iYc5NIDL1w5iQe9ZUC8Ve1qTJiC+prPgbL7QOaQFoLVq0iMkg9KktbAyAPKcL6CtMiK3t2I2xooyWPAA9SaAK80wV9g4UdvWuA8aRwCS3mjjUSSMwZh1PTrWnqni/T4pWFuGuGHdeF/M1xuravNq1yskgCKgwiA9PWhga/gT/kaof+ucn8qy/je5TWdKx/z7t/6FWl4DP/FVwf8AXKT+VZfxy/5DGlf9e7f+hUio7nlLyPjg1s+A/DP/AAk/iqNLpS9nar5047Hn5V/E/oDWIRnAr3D4VaJ/Zvhk3kiATX7+b0wQg4UfzP41E5WRuldnQt4S0B49smjWLD3gX/Cuf1X4ceFbjcw0xYW/vQyMn6A4ruXOBWRfy4U1MWynFM8f1f4V2isWsNRmj/2Z0Dj8xg1xeo+CNVstxXyJ1H9xsE/ga9sv5uGrldQnyG56VspMylTieQx281vO8c0TIw7NVqnapeebq2zPHNNrSJhJWZ3dprukW3wav9EF2P7Wu79ZWg2NnYGTBzjHRPXvXIaZejTtYsb4oHFtcRzFT/FtYHH6VUKsjYdSvQ/MMdeRSNjtz9KdhHvviv4cp8QtYtfEek6xb/YbuKNZdyknaO6kd8HGDjBH4Vynxq1mzudW07RbGVJItMhIfY2QjnA2/UKoz9a8yhvLq3jKQ3M8SMeVjlZQfqAaizxSSGej/BsGPW9cvegtdJlbPoSR/wDEmuH0O5jg1a1uLmWONFJZmljV1J2nghlYYJ4yQcZzjiu4+Hcv2HwH471IfeSzSEH/AHg/+Iqt8HbFLz4hW4kiSSKK2mZldcjoFHH40dwEt7zSNQmEU0GgSMyA+Y1r5QJ9CY3TuQMfiaxPFdtZ28lmbO0sbZZEdiLWd5M/NgbwzNtYegOPr1qbxFBDffEq/tbaJEgl1PyUjRQFA3hcADp3rovG3hnR4/irpvh3SbJbW3mNukyRE873JYjPT5aFoB5qeKQ17pq3wj8FJqCWEfiKTT711DJbyzxuzA8AgNgnpXnPjj4fal4JuImndbmxnJWG5jUjkfwsOxxz7846U+ZMVjj6aaUn8hVq/wBJ1HTFia/sLq1WUZjM8TIHHXjI54IpgUiaYxpSeaiY0AMY801QCxyePahjikjGTj1NSBKo347KOgqXhRwKAMCjryaYhCMg+4xXpHj3x3pniLwjoWj2cdw1xZLG00zoFTcItpUDqee/TivOQO9KFycmmMehI6EjjFe/fASORdH1eV0KrJNEVJ/iG0ivAR0r6B+AMxfw9qsZOfLuVA/Fc0p7DR1XjX/j9tP+ubfzrmg3PX/61dJ415vbT/rm3865jnP04rIZLux7Cpba6ls7gXER+cDHsR3FVsk/iKAefrQB2FnewajFlTtlH3lJ5H+I96eyMh2sK49JZIJFlhcrIOjCuj0vxBaXDeTqCrE2OJM/Kx/oaAJbhtkQVRjJyTRCgm8sgkrjsetVfEskNvYuscxbzEPllG5yR6j+dVPBsskOgxxyo3mmZoY2AyFBPU/j/Ok2luBryk7ueB6VFN/q8+lWpvs8UOyEiQkkF856cH9c1Vk5jxTArR8A1PuBI5qEYGacDk8UAS4yCeM0udqgc5NNXdnkZ+lTJt3DOM+lACKCScVOsQGCepxUF3e2+nWUt1cyrFBGpZ3bgAVyf/Cz9Ka5iWO1uDbkjMzEDAyAWx+Pr0pSnGO7NqdCdRNwV7HavgyxqBkHj6mpsEADvUCky3kX90cnH51MzZkAUjJOPoKoxHL/AK3AHQ96gkO6UjuTViHAy3rzVaP5rlmI6fzpgWUxyPSqjHlx6mrJPlxMe5quRzj15oAdZoBKFNWbaT/SioHaq68XAxwKsWaf6Wx70AbKjKioLlvLQ+tWRwKpXjdqQGDqD75U9iataVYgqbmb5UH3c96ybq7j/tD7KXHmeX5mD3BOM/pWf4j8XFFGn2Ix5Y2ux6A/1pAdJqnizTtLTbuMj4+WNOp/wrg9b8VX2tL5LEQ22c+Sh6/7x71hSStK7SSMWdjyx5zTC1K4xdxJ5NIabnnNApAdR4C/5GyD/rlJ/Ksv46A/2vpR7eQ3/oVafgLP/CWQH/plJ/KqnxuQNLZt/EkQI+hZhTQ47nlmk6dJq2q2mnxZL3EojyOwPU/gMn8K+mrSCO1tYoYhtjjQIg9ABgfpXj3wl0U3Gpz6vKmUt18qIn++3Uj6Lx+NeyFtq1jN3djpitCOZ6wdRl4PNalxLgE1zmozcHmnFFGBqVxtB5ri9e1JbSzkdj2Nber3YDEZ6V5Z4m1Q3t55CN+7jPPua1RlN2McytLcmYn5ic1rKdyg+tYw4rUtTmFR6CtInMzqLLxhfWcjsLe1lLvvYSozA/Jt6Ekds+3IGAcVYGqLdp51x4XgnjeWOQmLKlhuIVBgdGKkYHJxXLLV6PW76CGOJZEZI2iZAyA48ssU/Is351VgLiNo8YZb2xubc+RgF1bJbaAG4I5JDHJ49jVHVU02O826VLPJa7FO6cDdu7jgDitHTfFk9ibYy2kFysE0UgWQnDBEZAp6/wB4t9aw5ZDLNJIQAXYsQBgDJzQB6PoxXT/gPr8+MPf6ilvn1A2f4GtD4BxbvFGqzY/1dmq59Mv/APWrN1VDZfATRYW4a81R5wPUDfj+Qqb4J69aaX4ourC7lWIajEscTscDzFJIXPuCce9T0YGB4X/4mHxV09mG4S6sZD7jezf0rsxMNW/aUHdYLgqP+2cB/rWt4b+FU/hbxefEGpanaNptkZZ0wGVhwcFsjAABPc8isL4Wyrr3xg1TVxu2FLi5TPXDuFGfwai9wKXxT0TXdY+Id3Ja6RfXFuFihhkjt2ZWwozggY6k1v8AxFFxpXwb0HS9Xk3aqZIgVd9zDarFue+AQpPvW54O8YXet6/4u0JbtYrxbieXT5JPmCgHYRt7gEKcf7RrxfVpvEnivxWtjqcktxq7T/ZVik4EbbsFQBwoHJP0oWoGz8LvBw8Ta6b++AXSNOIlnZ+FkcchCT27t7fWu1+Ld9ZeJvhtp+vWQLQx32yFiMZUl0Jx6EqP0rop9P8ACmh+D/8AhB5vEkGmSvAPPcTIksm7lmO7s3PHpxWRq/hux074J6tpthqiarBbbrmKZSh2kOrbflJHHJ/Gne7EfPZ5prdKe45phzimIhaiE/PSv0q3ounPqupQ2UUiRySkgM+cdM9qm5VhBS5HpXewfCbWZQCNQsQPX5z/AErWtfg5NgG71lB7QQf1Y0cyKVOR5Zk+lLkjknAr2u2+E+hQhTPJdzsOuZNoP4AVpxeCtDsQWttPhRsfe27j+ZzQppleykeF22n3d1/qLaSQdc4wPzPFe6/ASCS307XY5QA4uIwVB6Haa4/xKg0u+RR8quuR+Bru/gswePX3HSSaF/zQj+la1IpQujPZ2Oj8a/8AH7a84/dN/OuVJ4POK6nxt/x+2n/XNv5iuVGQ2PauYY4nGPSkPFKSSDz1ppwCMmmA5jg4xj69hULfNwe1Pbt79qb1oAiZSdo9O3pXRaTHdNpkSQKNpnOW256EHAHQE4HPYZrDRNz5rvvDKAaCf+urZ/SonDnVioy5Xcq3EBi2qNuAoHyjAz3qB/lXP5VragoCrgcdKyZuSAOlXaxJWzyTTlOT7UOAOaE4oAsxJx3/AAqVVbnHp6VBHKN2CcCrkbKzD6UwMDxRosmv6LdaesioxCupYZG5TkV5OdYfUtCtdNAiy21TPPLiNBHkAbT91sNzjrivdPORZGUDOT1rl4PAWgyazfXl1YQziaXfHHhlSMY54B5JOT6VlOkpu51UMVOlHlSTW/zOi0lVi0u223K3AWBFEytuDjA+bPfNXkACAg/WoPKW3haKNVVVwoVRgAf4VLbEPC3tWqOZu4/dtBAH40wDaeBT5GG/p6UmQTjp/SmIR2yB34pAMY456Uwk4AzUw++PagCEE+acDO2tKzTEzHvWZu/0kqO5rYtF/fP74oAuscCsi8myWI7CtC6l8sAeoNc4dQtrgpDFOjyybnVVOcquMn9RSA4jxdI8Ou280bFZFgG1h1HJrnyxYkk5J5Oe9bvjE51mNT2hH8zXP5qWA/dijPFMGaXnHekMXvUirgUxB7VKoyB70AdL4C/5GqD/AK5Sfyqt8Z2U3trEfvNakqPUh6veBUC+JoT38uT+VTeO9EOtfETw6rDNtbwPNOCOCAwwPxOKd7K44q7saPg/SP7C8MWdmwxKE3zf9dG5b/D8K15ZsDFDNtXms+efJwDXMndnbYZdz/Ka5bVrrYhya2bybCnmuF8R6iIonJbAAraJLOO8Uav5KuEb943C1wJBJyTknkmr97dT6peu6IzIDgHFVZYZI/vDBrVHJJ3ZB3rRtmwdtUApzzVuM7Xpoll9femNSqcikarEIOtL6UgpxBKkDqRQB6P4+Zrf4deArE8D7G8zD3IXH8zXmynmvS/jG4h1jQ9MQYSy0qNQPck/0UVx1l4autQsjdW00LbYDOyHIOAcbQf4mz/COeRSWwEMuvavc2IsrjVL2W0GMQSXDsnHTgnFO0LxPq/he9ku9Hu/s00ibHby1fcuc4wwPepJ/DGs20k6S2MimBykp3LhSAx5OcdFP+SKzrjTr6EM0lnOigEkmM4wCATn2JA/GnoBd0XxHf6J4jh123dWu45Wlbfwsm7O4HHY5NdXZfEXTYPHkviy48PFrmSDaYYrgBBL0MgyuclePzPevPcEdRj68UhoAt6xq11rmr3ep3j77i6lMjnsM9APYDAHsK7r4beJtF0vw94j0XW7wW0GoR4i/dkjcUZW6A4/hrzg0nSgQnOPcDmmEU6mmgRE4q94cnNt4hsJQcYnTJ9icH+dUX702FjHNkcFTkVBaPqrTiDCK0MYFYmgTi40+CUH78at+YBrcAyKxkdaGMOKrS9KtNVaWiJR5l8To/Lt7GYDnzWTP4Z/pXVfASQyabree00Q/wDHTWJ8TYN/hnze8U6H8+P61qfs+HOma9/18Rf+gGuhv3TlmveOz8bZ+3WmB/yzb+dcrn5ga6jxucXtr6+U3/oQrliORisiB2f0pjf/AKqceBTScYJoATGcfhS8Z9qTOUBFJ6euKYE0WCRXeeG/l0Q+nmn+Qrg4iMqO3rXeeHx/xI1z0MrE0AO1GQmQIPurWS7jJxVi8nLu5XJJPFVACPvUAQyv8n41JF9znrVdlLSY7A1bVSI80ACrluDVmPKgknnFRxIShbHfFXGRY1JPUjFMCnFE8kpY8KvWr9tGASfrTV/dwbv4nanRHDMKAGTLukf0xim2ZySme9Tsu47fWqlsT9owO5GaALjKDEWJxuPX6VBG4L5xwtWLvlfKU9s1Wxtt1xxuJ5+lADiuQT2yacWAGacB/ohY9c4FQk/uYs8k0wFs0zeZPUVtW4xO30FZNqpWQsepIrXiG1ifegDJ8SX32K2VwpZ2yqjB9OTxXjng3VIrLxQyedcPEElhtGlVVWNA2WBAB3ZC5yT1Fe1ataQ3sQWaMSKrbgDnqDn/AArntN8LWGmrBcRRqJreUyo6oFJ7Dcep4x+VS79C4OCT5l6HH+LXMmshmUKfJTIHTvWEOuK3fF77tef1Ea5+vJrCB5qSSVR2p23J4oQZFShcigBETipFXGKcq9qmCDvz6UxHQ+CRjxND/wBc3/lXYaoB/be4/wDPsv8A6E1cl4MH/FSw/wDXN/5V1esnGrE5/wCXdf8A0Jqifws0pfGjNvbgqMCs3zC5JqW9fIIqCNR5JPpWMTsZl6pP5cbEmvIPF+pNcTfZUblz830r0TxTfrbWkjk4wDXjEk7XN1JcP1Y8Z9K6II56sraF+O6FraJBCAAvfHU+tZl2/mZ46VIWNQuODVmCKuKmUfNUeOamA5pxFInQ8U81CpwcVL71YgFX9Hs21DW7CyUZNxcxxfmwFURW34Q1Kx0bxbpup6ikz2trN5rLCoLEgHGASO+KAOj+Mdytx8Rr9I2BWGGKEY7ELkj9awYfEOnNZ+Rc6DaGQIQs0ICvnHykn2OP1qr4m1WPWvEuqapErrHd3Lyor/eCnoD+AFZAFFtAOs/tTRZbb7PBeatZhlIIMhkTnIwVyeOn6+1R3+rR2unMNP1qed1kMapLEo3RNI0mTxnqqZHqcdK5mmyUWA2U8T3TReXcwQTpvDYZeQdqrkdecIvY1j3EomuJZViSIO5YRxj5Vyeg9qj6CjtQAlIaU0UANIphp571GeaGIjfgGmxf66ll4Uimx8Mh9eKgo+gvh5e/afDNl82SieWfqpx/hXcoflryX4VXo+w3FqT80cu78GH+INeqRvlaxmdUHdErVXkqUnNQynANKJocV8RkL+Dr3H8JRvyYVY/Z4JOma+SP+XiL/wBANTeLIhceG9SiP8Vu/wDKn/AIFNL1uJgVZJ4gQR0+U1v9m5y1fiOr8cf8f1px/wAsm/mK5Y549q6jxwf9PtAP+eTfzrl+oyTwelQZhntTcZGPSjPOKCflPHbmgAUYXFMJIOfzpx4XrTe3NAE8XVfwxXdaK2PD3XA8xhXCxckH0rtdIONA2jqZWP8AKmAloge4LEZCgkZ9arT5Dtk960baIxxlyOT0qhdZLMT1NAFQYBz71MH3hQPWqk0wjAGCzscKi9WqtveaVFlSTBB226N8zc/ebBwOnr3oA3EfZCQB8x7VOoYyKrddufxqrp8RihRZOHwSVznBJzj8P6VbRs3I54x1pgP28ISMKp3EUik+ZkdDSSPn5AMk5/KkTIGPamBLnD8HtUFqB9q+p4qRMsWJ4HaktR++LnseBQBLIwEzSEgBcA7umPrXPXnibTbCWJL2Z49zEDETMoOehIGBXQHGXzz0/Q1zHinw7carZytZTKk67kaJ/uTIefwYHoaid0ro1oRhKolN2Road4l0nVzJbWV4JJY8sV2kZHqM9auk5ii+h/nXH+FPC93pBW7ljja62FBEW+6p68jjPFdY74ijXYyMByrdRSpuTjeW5eJhShUcabui7ASzLj15rWU4rLsFzgnmtCIls/WtDnCRdy1RumEMZX2rUICjJrn7uYy3DegPFIDzHxEW/wCEgvN5yd/6YGKzV61r+Klx4gm9SqH9Kyoxk1AyZOlTJUS1Og4GaAHjkYqdOlRIMkVOBjFMR0Pgz/kZIf8Arm/8q6fXGxqv/buv/oTVzHgz/kZIf+ub/wAq6TxAcasP+vdf/QmqZ/CaUvjRgXT81Tmm2wlQcVJdSgE1zmuavHY2ckjMAFGahROts4j4gakGC2iHlzz9K4iNcL0q3e3MmoXr3MpyzHgeg9KYFFdEVZHFOXM7kO2o5BVkrUMooYkVCPmqbHSoj9+p8ZUU4iYh6g1Mp4qMjK0sZ4qhElKKTNGaAFPNNp3akxxQACmtTx0pjdKAG0UCjNADe/WlpvejOKBCNTcUE0p+VSaQIYlvLdM6RLuYKWxUCArt3AghsHPatnw8ha9kP/TP+orQ1nSTNGbm2XMo5dAPvj1+tc8qyjU5WbxpOUOZGv8ADW/8nxA9vn5Z4j+a8j+Zr2yCXKivnfw3qUlrrFlKXYIky7lB4wTg/wA697tnPy1VQulsa4ORUM/Q1IhyoqKf7prGL1NzA1xfM0u7jH8UTj9KufBWKSHT9YDnIM0ZB/4Caraku+2mX+8jD9DT/gXdNc6Xq+7+CaMf+OmuxW9mclX4jovHB/0+0/65N/OuVyeOw4wa6nx1/wAftof+mTfzrlcgkE81kZing59OaaBgHPXOacaQYxzQA0nrikHA4pSfWkzkelAE8PBUZzmu20AeZpMg6lJSfzA/wrh4W5HqK7fw1n+zLpv9sAflTAvb1RcHpWXcNvZiKuXI2RjPXNUD/FQBnTRpMrK6g88HuPcVYs4jG7SOQ0j43EDAwM4AH4mom4kNWYmwBQBYjALlgeRVlBg9OTxVey+aTGepq3MDgEdqYAQTux6DmkH31H1FMEwe5ZR024/KhmIZR6UASx8uo9+fakRv37KDyKWIfvWBzhf50xfku2JOM0AOLfOMDjOPypFXLSs3TsKRhyoHvTn4Unt0pgNQhZiw6Y4qtMC03PqDU5yyrg+1Ryj5gR1zSAv2nfHrV+IfOTVOzXCgde9X0+UGgCK7Y+WVFY8yBAx+lXrucZIHWqskRaBmPWgDyzxK5fxBdexC/kBWfHV7xF/yH7z/AH/6CqERqBk6+9TIeKiX6VInHegCZGw3FTg96rDr0qwvQUxHReDD/wAVLEPSN/5Vv+J32aop/wCncf8AoTVgeDD/AMVLD/1zf+VaXjabytTj7Ztx/wChGi1y6fxHLaheYLc15b4w1g3VyLRGyq8v/QV0PinW1sbZzuyx6AdzXl5uGmmaR2yzHJNVZIupK+haB4qRTVZX4qRWqjEmYZFQS1LuqvM2KTKRXH3zVhOUFQJyxqePgU47Ey3HYxTPuv8AWpR6U1lzVCHDkUv40xG7HtT6AFpO1L2pDQAYpknA608VE5y1AAoyKR8KKXOF96Zgk80AIBQRmngUYoCwwL60yU5wtSs21c1CAWbJpAdD4VhDy3L46Kq/nn/Cup+zqF4HNc14TmRftSZHmFlbb32gdf1rqzhyCv615mIT9ozvoP3Ec7qOjFZftlqnOcyIB/48K9rtkysYHXGa4XTrRri6jTHU8n2r0ezt9qgkc1cKjcbMbglK6LEaEAVHMODVo4UVTnOa0ggZk3a5BHrVP4Bf8g/Xx6XUY/8AHTVq8cKCfSqnwEObXxGR0+2J/Jq6vsnNVOr8df8AH9aD/pk3865QdPfNdX46OL6z/wCubfzrkwfl44zUGIpOTQDg888cUn3Rj1pfU9B60ANYE59zSAD8KUk4zTBySKAHhtrA12/g+4RrG4hZhuRw5HsRj+lcORyB2re8LCYanKyD5Bbt5hI46jH6/wBaLlRVzobiTzbpsn5c1VlIEjADAqYAIrO5yxPSqrvuYtTJKrjElSqPlFRtzJViKMsBxnFAFqwXZLuNWbo/IQPSqaFlyBVllLRkk84OKYFWzUyXR64AyatyAfaOMDHWooni0+3aWZuXHYfpXCQeLNYn8RnSWt3LG98yWQR/KLYHdgNnGQhUkY6H1oCx6DA26WQZPqPao25uELHkvnA9KWOVZHBRsqcjPT86SRsSKyqR2BoAlA3TMTjAOKbK25Qe3AApXO1VxxkE0gXEROD7UwGgfLyeaa6gMM5z1p6jgepJNJNxIAD160AaVmB17YqSaYICKhsW/wBHHr0qtK5kudo7GgBIIzcXLk/dBq3OoWBvpUtpCI4TxyaqahLtiKjrSA8k8SDbr93nuwP6Cs+LrWn4oIOvz4/upn8hWVGeagZZU/SpFqFTUydPegCVeTxU4HGKhQZNTdOaYjofBf8AyM0P/XOT+VO+KF0trfW7McZt/wD2Y03wX/yM8Ix/yzk/lXH/ALRV5Nb3mkwRttSaF9+OpAbp+tNDTs7nkGu6u2qas7BswqCqe/vWajcVFEjSPx+JqyYlSXahLKehPWnuCHI9Tq9Vdrk/KjH6CpFhum4WGQ/8BNAy3v4qvKwzU0emahKP9WIx6yOFp0mmRQozXOowggH5IVLkn0zwKGCK0R6mp0IzUEYCgAZx71J06VSIbJ8UEZqIOaeJPWmBGxZW6VIj7hTwQRioyu1sjpTAl7U0mkzxSZoAcTxUR5NOJo4oATBoxmnUooATFNbAFPJwKhcknFADGO9vag8KTTlWmyHjFIDWsNOlOkpqdkxF5DIxKf30GOK7DSLhNUskuogdvRh/db0rI8MoJNMReQysxHvzW54d0e9j8UrHap/oV0rNcqw+Vcc5H1P6muSqua51wVkmdz4X0tgn2mQctwn0rr0UKtQWsKwxhAMADAFWCeKyStobEch4NULh8CrUz8Gsu6k4ODW8ESzMvZMnHbNR/s/tvsvETDvdof8Ax1qxPFmqrpujXU+f3hXy4+f4m4H+P4Vrfs7HOla97XEX/oBrd7HNUZ2XjsZv7P8A65N/6EK5NSST2xXWeOzi+s/+uTfzFckvOR0qDIkPWmuecdsUh+8B9KG6igBpJxz1pQB19aCPkXnmjI5NAD1G489a6zwlbq807c52AfhnpXJx/eA9a7XweB/pJ9Av8zTQFm9RY3ZcYAOBiqLqBkVo3wMl3tHUtis2c8sR0zQBWP3qtWzZBWqxHNS27bJBn1oAsjIGasyTBLdGI60jR/ucge9U5SSu09ulMA1LTjqEUI8wJs4Ulc8H+X19q86svAt7aXllqZmYym5DTIYuVBPzEnPu3QDHFemwvmzAJ+ZTx9KV1/dpgcUmk9y4VJQTUeuhW02xNsEj3BmLBmKrtHTA4yccAVcuSWuVQcAd6ntVCqzd/WqM0hN2P96mQWXKsy+3FSTYEWO+M1Dghz9Kkn5iyewIpgRQHMQb04phO+TrTrc/6OR7mkiU7gT0pAX7Y7Yyo7U23iLXMjHpmn28bbTx1q3bxhOTTAfKwhgyTisC9mMrn0qfW9SihjQu+1d+zp3zxWIdUT5y0T7SflZTkMuRk+1Q5xWjYHEeKRjxBNnuqH9Ky4+tanishvEEzKDgquPy7VlxUr3GTrVhelVx161OpzQBYjUAZpxOSKRT8tB60xHReC/+Rlg/65Sfyriv2j0Z9X0ID/nhJ/6EK7XwUf8Aip4f+ucn8q5D9oYZ1fRP+uEn/oVNAeGIpTIB571o2VpIs6Szqdm3cAO+elQ+Up7VbjvpI440IysalQR1xnPNVYEy4gjhXzHH0FV5tWYHCLgVUnmkm+YdD6VVKtnpQ32GWZb6WQ8tVVmLnkmkII7UqDnnrjgUgLEXKipQKjjIC1IGq0SGBS8UhNNLY7UASDr1p2QRUG4+lG+gLk9GKi30ebjtTAkxRimCUGnZB70AOwKM03NITQAM1MxTqKQCdqhbl/pUrdKiXrQwO58MxbdKt5QDnLn/AMer1zw3YiK0FwVw8wBz/s9q848D2bXFlZwYyJBuPsMk5r2W3gEcSqAAAMAelcTne9j0FG0UPUYHFNkOKe3AqrNJwaEhlaeTrWLfThFPNX7iTANYjj7TdhWGY15YevtXTTjd2RnN21PMfiHJfyXdqpjb7HtzGy8hn759DjpXpn7Okckek695ilc3EWM/7hq3e6HZapYyQPGNrjBA7e9afwh0G58PDXbacEo08TRSdnXaf1q5RcdGc0tdUavjsZ1Cz/65N/OuSzgZHfiut8dnF9af9cm/mK5LvjNZkC9TxSN94AdBRnnI4460HnAA6UAL0HpSLR35o56fzoAdF97n1712nhLIS6b/AGV/ma42MYcV2/hZD/ZtwV6tIBn8KaA0CgBlmY8gnBNYksmAW6D1Nbs2PJaPqQKwdRskkiMc6BkYfdpgUm1GzQy+Zd26+VzJmVRsHvzxU0NxFMizQSJLG3IdGDA/iK8h8R+FNZm1tbWHTVkEjnZdxLhZF7eYegI75r0Dwtpx8P6VDpsiSbgxZpcZV2PXBHQdKyjKTlax2VsPSp0ozUrt9DtreQzwbO/Wqs42uakt5vK49RjNJcKXUEDrWpxkMLfOB2q5Id0aAelQW8BDbj2qbI2getAFmBsKfyqjIjfaC6jjdxVlGwRjjrTHJ2nHXP5UAPYHcSMciqdpdPcy3kMikNEfkIGAyHpj19D71Q1HVZrbVbTT7VYJZZixlDzBHRAM7gDwRmszT9ZGlyTX2rX6zPMRbvHZ4eGJlyxKjgnIPPXoealzSNo0ZSV0dZApMTDH8X9KuWtsAgyMmobExT2yzQuHikAdHHcEdavh1RfwqzEk+VBVK4vgkZCHk96iur3gqvXpVCIebOqnoTSAx9Y0m7uJpLm0kO4sGZWBbIxgjr3Hccg1HaeHLxlMgllWSVt24uMhvL2ZHbOOfrzXXvEQm0fKKYzCN0IHQcVg8Om27s0VVpWseS+JIlt9Xa2QkiBFj5OcYHTPftWdHWp4rQJ4iuCP4grH6kVlR9auMVFWRLd3dlgetSoeOKhWplximIsxnK8041HEOKec5piOi8E/8jPD/wBc3/lXJftCf8hfRf8ArhJ/6FXW+Cf+Rnh/65Sfyrk/2hDjV9F/64Sf+hVUdwZ41S4B+tIKXrz3qxDCpBLJw3cdjQCsmQVwR1B6in5z/XNNZQ3IJDDoR1FADfKxyrGmkBuHUH3FOVzu2sMN7dGp+A3saVgIvLZeUOfrQk6htrgo3v0NSgFTzxTmRZFw65FACgA0FRVbbLbcxnenoe1PS5V/vAg07gTGMUwpTgwP3TmnA+ooAh2UhXFWMCmleKAsQYpRkdKkC+opClMVhAxozRsNJg56GkAtLSYNLzQMax4qBnwanbG01o+GfD0/ifXINNhyqMd00uOI4x1P17D3NJuw0r6I9f8AhXZed4etr5kIG0xoWGM4PJ+n+FekABVqvp1jBptjDaW0YjhhQIiDoAOAKndgK4EtdD0VtqQStis24k4NWp5OtY93OFB55raESWypqFysUbszAADJJ7VzWma3HLdHJIWRsqxHQVn+K7+a/WTTbOYCfAJGeG/6Zn0J/wAPWsrQLlbuMR4ImU4ZGGCCOoI9qdSrKjaUSVFTfKz1a13KwP8AD7dq7TwwMQ3BznLL/KvPtDuCsK20zZx91z/KvQvDAIhuAf7y/wAq6FWjVhdGFSm4aMw/Hn/H/Z/9cm/mK5P3rrPHZxqFn/1yb+YrlABuBrMxE/gPtml7f40n8qXv7fzoAb7d6cO9Jj5jQDzgetAEsfBx3Ndt4UbFhdZ6BlP6GuJj4brXaeFTmxu07gqf0NMCw85E249M1VvmLEE+lTzJhz9arXBymMUAUjzT0BpuPWlQ4bmgC2ilmCjtV7y9yL+dUreQCTn0q8ZQiZpgG0J7nmqpkAcc5xRLKzZx9KjhhZyCeBnmgC3F/rMURqd7kg4B9aQZVyfTGKFd3bapxk9elMDivEVrINQuJNRRzYzskUX2NiJSQdwL5+XCnjgg81RgvZbGXU7BIrc4aSS81B4k/dMT8pDbssASOcE+nSuiludZub2/sLG3W02Rh7e9lfKvlsElcEnkH+tMvtJvdRH2fVL2E2LW4jmjCtkSZ5kUgDA7DNYuLbujvhVSilKx0ejW82m6HbRXV0bqbZulnJzvYkkke3PFOnueSoPSoHkCW6W8QwkShFHsBgVCsbNya1Rwyd22OLbz7mr2n2+ZxI3bpUMEI4z1BzWraIAufegQSjB/QVQuCTHnuDWlc8DPesmVizlaAPLPEjFvEF3nswH6Cs6MVpeJV2+Irr3Kn/x0VnR1AyYVKpyKiFSr0oAsxcrThyc0yPp7U80xHQ+CCP8AhJ4Mf88n/lXJftCn/icaL/1wk/8AQq6zwQf+Koh/65yfyrk/2hf+Qvouf+eEn/oVVHcTPGlPNLu596btx0pRx1rQQ48jI60mT24IpM80Nz/SkMRgGB447+3vQrEHDHns3r9aMknjhhSHG3J4Xv8A7J/woAmU54Ip4XHSq4Yp8rdO3tU6tx1/GgB2304NQSWyscr8rfpVjNHBoApbGjOGUfUU4Pjuwq0QDweho2RgYwKAK4kJ+7ID9RTg8g6qD9KeUiPWNfypNkY6bl+hoAb5w7gijzk/vD8aeVUj735immJT/EPyoAQSIehH507cD3FRm2Q8/LTfsqjoPyNGoEpIpD06ioWhUf3x+NNitXuJ44IBLJLIwREVdxZjwAAOppXAeEaSZI490juwVUQZLE8AV9G/D3wavhnRR9oRf7RuAHuWHO30Qew/nmsDRvAWl+BtOtLzUI0ufEzr5pDNmKyHsOhbtk98kcCt6w8QXUDqZJGlhPUN1x6ilKjOcbounUjCWp2BwvFV5nABqvDfxXMfmxuCD271FPNkEnpXPyNOzOxSuroqXU+M81xfijX10y1+QhriT5Yk9/U+wrU8Ra5b6XZyXE7fKOAo6sewFeUm4uNYv3vbhsuxwqg8IvYCnOShEaXM7Fmwhdy80rEuWLMxPJNbF5pVzJANf09WN1CN11GnWZR/y0A/vDuO457Ullabk27TtyB9c122hKY5VSFOF4Zj0x/WuOlVUp8stmbzp2jdbopaFqsGo2STRuu7+JR/P6V6h4MmMtpcgnO11A/KvGPEmkS+EdWXV9OX/iWTv+8QdIHJ6f7jdvQ8eles/DjULfUtNuZ7dsglNy91ODxWlKMqVTkZzVmpU7lbxtEkN9aKm7BiY/MxPcetcw3GK6vx5/yEbLj/AJZN/MVyZOQcV2HEKpHb1NAGaYD2+lP6UAIeGwOtKO2KQ9zQCB/OgCaP3rtPB4+S7z0wo/nXFRt/Ou78JReXps1w/wB2V8L+FMBbslZnA6Zqi5JrYvLcu7SB0+boDxVD7I69R+tAFDbShKt/ZjnpThbetAFaMbTUu49M8elS+TjoKaYj6UwBV3H261YAAXjFQrlVwR+VOEqYI5FACkk5Gfc1LAFBJPYVAGXafmGSKWPaASTQA1oVkZnAUlScblzjPXB4I/lVV7ZmKiSQyYO7aF2rn+p+taRPyAgYzUDkAg0wEto1XOevU07AD9e1NzzlaWMEvzwMUgLduuSD3q/bDav1qvAoUDirEZzimAXIyPesi4woJPXtWxIMg1jX5w2B70gPMPErbvEN17bR/wCOis2PNX/ECn+37zP94fyFUoxUDJKlXpUeKkXpQBYj+7TjTIzzj1p560xHQ+Cf+Rpg/wCuUn8q5L9oY41jRP8ArhJ/6FXW+Cf+Rpg/65SfyrkP2iTjWNE/64Sf+hVUdxM8bBp2eKgDU8NWgiQgHik5HXkU0NS7qBARz/Kkyc5/i9PWgtSHB6nHoaQxQyqAP4DwD/dPp9KepKHHb0qI+uAc/eX+9So+0hWOVP3W/oaALYbI4oqIAryOlTLzTGLjjpR5eetO5owaAE8sUeWKXBpeaAGeUtHkrT6McdKAIzCPWm+Uo7mpSPb9aaRSAiYKoJ54r3T4eeCrTwpbjXNYCTa00e62t8Ei3yOAT0Ln9M4HNeZeDvCs/ibV0QxuLGJg1xKOmP7oPqf0HNfQU0G+y8kcYA2+2OlZTqJOxtTpOSucReSzX909xcSFnkbfIem49h9Pamk4Fa91apNMysBFcHG1+iynvnspz3/P1rJnilhlMUiMkgOCpHNehSqRktDlqU5QepJYzTJdIICQXOCB/OtXV9QhsLWWaaRVjjBLMeBj1rU8NaKtrbf2jdKPMYfulPb3ryT4p6zK3iWTR1yluiJKef8AWMwz+Qrnr2fvI3oScdGc5q2ur4md5gWVI2KrGeqjsfxq34fRbiKRMYljPzqPTB5+lccxexuRcRAlDw6+orbs79rOaLULYhwowyno6nqDXmV4OS06nZQqWlqej2drhFOMLkcfgBW1DKYSqJmOMckgcmqWlzW93Zx3MbhlYAj/AHupH1GauyEbs9favJUpRl5npNJo2J44L+BrW4jEltcRlHU9GB6irHwp0K58P/25YzlngE8bW8xH30Knr7jof/r1jxXTRQgHsQQK7/wnL5tvOw9V/ka9ylVjVV+qPMxFNwRj+Pf+QhZ56eU3865HPevmqitjiPpXoaXOevevmmigD6Wz1600nn2r5rooA+lgSGNdp4evZbnRZItwAtnCrgdjzz+Oa+NaKAPs+Z7gnaXyR2xULyTMcFvm7V8bUUAfYSXc8ROJgxB5HBFWotUP/LVAfdeK+M6KAPtZL60k485VPo5xU6GKQZR1cf7LA/yr4iooA+3/ACh6VG6rjhQa+JKKLgfa+xccKD+NJ8qt90V8U0UAfbYIZRgrxwahuJ4EjA8+IHGD84r4qr3jQIFbw3pTFVP+hw84/wBgUAeqpqFsJMm5hwOPvipIr6zNwM3dvtBz/rBXnKwqDjaPypTEhPQcmlcD1xZ4XjHlzRMTz8rg1NCMqSQOueK8cEQGcce4oDToflmlHuHIp3A9lYEjp+nasHVJFjuH3sqKvdjivPFvbteBdT49PNb/ABqOWaSV8yu0h9WJNK4DdadbnV7iaL5kYjBA68CqSoR2P5Vb4py+npSGVdp9KUA1e2g4phQE9BQBAOOalBzzTvKWk24piOh8Ef8AI0w/9cpP5Vx37RZxrGh/9cJP/Qq7HwRn/hKYf+uUn8q4z9o4/wDE40P/AK4Sf+hU0B4sDilDVFupQ1VcRLupd1Q7qXdxTuBLuoLVFuo3UXESbqUEH6HqP61Fuo3UDLUcmOCasxnJrPV6uQOCMZ5piLOacCMVHRn1NAyTI9aXHvTAV9acCPagA2n1pCpp2fSp7OzutRu47S0geaeQ4VE6n/Ae/agEiCKCaeZIYY3kkc7VRBksfQCvTPCvwuLhbvXwRnlbRGx/32w/kPzrp/BXgyHw/b+fMFlv5B88uOEH91Pb3712YQAdK551G9EddOhbWRBZWdvZQJBawRwwoMLHGoVR9AKssPl5pBkUyWXC4HJrJI3vYo3kSuhHT3rEMMyyQKX/AHcDAhSgOV/u56gfSt1gWOc1TvnitYHmkIUKMkmtYXWxnNJ7m3dXiNAHDZi2grjuOwrw74w6LDZazaaob/dd38YLWRXmFEUANn0Jz1FerRalZaXo66jq9xGltbR7wCeZGJ+VV9c5wP8A61eC+MLrUNW8QXWoaiMTztuAH3VQcKo9gOK6qsvdscUV7xgo4mTa3X+dNtJfsU/lSH9xIeCf4TUPKPkdRVkqlzCePqPSuRpbPY2XfqdXoOtHSr/7PKc2snzDnoTXo8ah4wc5BAIx3B6GvG9NAZBDOc8Yya73w1rRjRdPu2yV4hcnr7GvLxFOzuj06FS6szrBGB1bNdz4DJMF7k5/eLj8jXCBtw/xrufAGPs99/vr/I1eEv7REYv+Ez40ooor1jyQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvr7wb4O0u68DeH7iRrjfLpts7YkwMmJSe1FFAG3/wg+j+tz/38/8ArUh8C6Of4rr/AL+//WoooAP+EF0cfxXP/fz/AOtS/wDCCaR63P8A39/+tRRQA0+BNGPe5/7+f/WpD4B0Y97r/v7/APWoooAP+EB0X1uv+/v/ANakHgHRh0N1/wB/f/rUUUWAf/wguj/3rn/v5/8AWpP+ED0f+9df9/f/AK1FFAC/8IJo+MZuf+/v/wBak/4QLR/711/39/8ArUUUAWtN8KabpV+t3bGbzlUqN75HPXtWb4x+HGh+OLm2n1c3Ye3QonkShBgnPPBoooA5v/hn7wX/AH9U/wDAof8AxNH/AAz94L/v6p/4FD/4miigA/4Z+8F/39U/8Ch/8TR/wz94L/v6p/4FD/4miigA/wCGfvBf9/VP/Aof/E0f8M/eC/7+qf8AgUP/AImiigA/4Z+8F/39U/8AAof/ABNH/DP3gv8Av6p/4FD/AOJoooAP+Gf/AAZ/f1T/AMCh/wDE09fgH4OXo+qf+BQ/+JooouBL/wAKL8I/39S/8CB/8TR/wovwif4tS/8AAgf/ABNFFO7AT/hRXhD+9qX/AIED/wCJo/4UV4Q/val/4ED/AOJooouwFHwL8Ijo2pf+BI/+Jra0H4a+H/DgmFilwZJiN8ksgZsD+EHHA74oopPUabWx0A0a1UYG/wD76o/sa29ZP++qKKXKh+1n3D+xrY95P++qadCtD1Mn/fVFFLlQe0l3E/sG09ZP++qqah4S07U7OW1nM4jkXaSkmD/KiiqQnUl3MHU/hPomr29vbXt/q8tvbHdFEbhQqn1wF5P1pb34R+Gr+MJP9tODkETAEfpRRTuxGY3wF8HMcltT/wDAkf8AxNCfAbwfG2Vk1T/wJH/xNFFTZDuyVfgd4SU5D6lnr/x8D/4mrX/CnvDOB81/kdD54z/KiipdOL3Q1VmtmasfgDSY0C+ZdtgYy0oz/KtfSdDtNGSVbYyESEFt7Z6UUUo0oReiCVWclqz/2Q==",
"path": "000415.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000416
|
Men Tshirts
|
{
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",
"path": "000416.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000417
|
Men Tshirts
|
{
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",
"path": "000417.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000418
|
Men Tshirts
|
{
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",
"path": "000418.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000419
|
Men Tshirts
|
{
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",
"path": "000419.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000420
|
Men Tshirts
|
{
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",
"path": "000420.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000421
|
Men Tshirts
|
{
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MxrYWU4yqx6Hs9FFFdB5wUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUHpQB5V8VfGVzpajRtNmMMzx75pUOGUHooPbPU1598Irqa88Z3jzSPIy2jnLsST8yioPiBcGTxbq7ly2LlgD7DjH6Vu/BjToY7S71PGbi4cx5/uoOcfiaymz0VTUIxsetBc1y3iLwZp2ssXkt1Eh53pwc116DIpHUVjYd7niWofDTU4G32t8kif3XUqRVA+AtcnfbNcRBMdSxP6V7lLGMdKzblFzgClzNDUUzzjRPANvZSLJet9plByMjCD8K7yGFY41RFVVUYAAp6RAt0qxswOlS3ctJRVkeafGByuh6UQPuXbZP1T/61dP8ABHxTcX9tPol1M0ogTzbdnOSq5wV+nII/Guf+LQVvDcYPUXC4/I1zPw01+Hwz4jgvLlSbco0Um0cgHuPpiuim/dOecHK6R9T0VXs7y3v7SK6tZVlglXcjqeCKsVscIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAlBrL1TXNO0WHfqF3HD6KT8zfQdTXA6z8Uy+6DSrcoCCPPm6/UL/AI1EqkY7s68NgMRiX+7jdd+hs/EbWYbbQZdPinX7RMVDqp5Cd8+mcVwnw3kVdU1MkfOyoAT6c/1rFnneeF5JXaSWRt7MxySfc1b8H3QsvEIVyAtwmzP+0OR/WuB1eedz6r+zfq2ClCLu92euotNnjyMgUsLggVMQCDW1j5zqZbwgjOKzbqEE8Lit5lFU54lY1DRrGRixQ5fAFWim1elWooADnFJcLhTQkNyOU8T3At9DvXY4HlMPzGK838M3EmmX9rco214nDA+4rqPHeoiWVNNiIIB3y47egrkoz5bA1nOVtj3cuwvNByl1Povw/wCNtO1uT7MW8i6AB8tyMP7qe/0611HavlGS5ZkYZI47HpXTeGPiVregMkFxKb+yGB5c7Eso/wBluo/HNdNPEJ6SPLxuRyi3Khqux9E0Vy+h+OtC11EEN4sMzDmGf5GB9OeD+FdRnI4rpTT2PBqUp03yzVmLRRRTICiiigAooooAKKKKAEpaxdZ8U6RoCA6heJG5GRH95z+ArzTX/jLM4eHRLURL0E8/LfgvQfjmlc0hRnPZHrGoapZaVbG4vrqK3iH8UjY/L1rzXxL8VIZIWs9C8zL/ACm5dcYH+wOufc15FqesX+r3Bn1C7luZSfvSNnH0HQfhSRMVCegqXI9Cjg4rWWoup/v55txJLZ5PWu4+D0hSzvLdm5hkAx6Vwsp8xy3rW98PtTXTvFDW7sFjulzz3I7Vm9ToqxvZnvEZGBStVSKVgoI6Gp/MBHNScdhsg4rPniBcmrzsCODVRwSxqGXErxx/MOKfMu1c1MiAc1geJteTS7KQphpsHaKSRVmzzX4naoL3U7fTYj8sGZJf949BXI2hWPcW7dBRdPJNNLczsWllYsxNVSxNbR0RcVbU7Xwx8SdX8NSiGApPYnrby5wD3II5Br2Hw78VvD2t7Ip5DYXLcbZz8hPs/T88V8zoCZMU6Msp4OKtSMqlCM9T7PV1dQyEMpGQQcg06vljw9441vw8yixvmWLqYJfnib8O31Fer6D8ZdMu9kOtW7WMx481MvEf6j9atM454ecdtT1GiqljqNnqdstxY3UVxC3R4nDCrdMwCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAaB7UtYmueJdO8Pwb7qXLkfLEnLt+Hp715lrfxJ1TUC0dl/ocJ/uHLn6t2/Cs51Yw3Z34TLcRitYLTuz0/WPEulaHGftt0ofHEa8ufw/xrzbXfiff3u6LS0+yQnjzD80h/oK4WWZ5pC8js7k5JY5JqMjPWuKpipS0jofU4PIKNH3qvvP8AD7h89zLcTNNNK8sjHJdyST+JqJD89IaRPviuZu+570IRgrJaFsSHygPaowxRldCVdSGVh2Pak5K4phJTLMcKOpNASSaaZ6r4d19b+yR2x5g4dc9DXTJMrJkGvArLVrmK5Euny+WFPMnXd7AV06eN9UDpuMOwEbgsfJHfvXRGqloz5nEZROUnKlrE9RaVCSAwz6VC3JrAXV4bjbJE/UZGK07S884gd/rWlzx3Tcdy8qhFLGuX8R68tjC6QkNKQfwrV8QagmnacZJJUjB6bmAJrybUtXS+mYRSbh39TUylY7MFg5VprsZ9w7SyvLIxZ2OSTVQnJqZyWPShIvaudvqfVxgopRjsiFl+Rj7U0LkA1YlUBP8AeOBTFHUUIHHUdCSp610+jeNNc0Qqtreu8I/5d5/nT8M8j8DXNKKmAqlOUdmTUwtKtHlqRTR7VoPxT0vUdsOpobC4PGWO6Mn69vxruoZop4llidZEYZDKcgj2NfLuM9ecVq6R4i1XQ33WF5JGmcmLOUb6qeK6oYr+Y+exfDqd5YeVvJn0lRXmeg/FWK4dINYtxATx50eSv4jqK9GtbqC8gWe3lSSJuVZGyDXTCcZq8WfN4jCVsPLlqxsT0lFc/wCKPFlh4XsfOum3zPxFCp+Zz/Qe9WYRi5OyNe9vbbTrV7q7mjggjGWdzgCvKPEnxgdvMttBh2DkfaphyfdV7fjXCeJvFuqeJ7vzLyXZCp/dW6cIg/qfesButQ5Ho0cIlrPUmu724vZ3nuZnmlc7mdzkk1UY5p9MYVFztI+9XM8VU7irQ6mkyojs01Jvsl7bXS43RSBsZxkelZ2paoLT91CA8x6jstYImvJbpbhyzurZGelFjCrXjF8trn1ZoWoR6lpsUyMCGXIrVMeRXgHhbxjeaJMjoTJaOQZID1X12nsa9x0vV7XVNNjvbWTfFIMg9we4I7GpZlKGt0TM23OKj3bmxS7t5+tTW9vukyegqbXFsUNSuDaWhcZyeBivIvFmqubo2+/dIcb/APZ9vrXf/EPxPBo9uunW22S/kG72iX1Pv6CvFL598ErSyHe4OWJ5J9aaibU/h5iK4BdvaolhY9qy4Lq8iPEocej81ox6kT/rLcj3U1pYSqJ7ljygg4qBBkVJ9ticY2sM+opsfSgd09hQKnQkDHamY4p4FMqxo6Xq+oaNci4029mtZO5jbAP1HQ16VoXxnvIWSLW7JbiPoZ7f5XH1XofwxXk3SnBj0oUmROjCe6PqzRPEGm+IbL7Vpt0sydGXoyH0YdQa1a+UNJ1m90W9S8sLl4JlPVT1HoR3Fe/+B/HFr4ptPKkKxajEuZYgeGH95fb27Vonc8+th3T1Wx2NFFFM5gooooAKKKKACiiigAooooAKKKKAG/jXB+LvH0Ol77LTGWa7HDydVj/xP8qj+IniifTRHplnJsklQvKyn5gp4AHpnmvJGYuxJOT61yV6/L7sdz6PKMnVZKvW+Hou/qTXV5Pe3Dz3EryyOcs7nJNV6XFBFcDbe59lCmoK0VoNNJTutJikWNIpnQ7sE47CpKUCgLEQllIO2ILn+839BVS5tZrhlaSYlVOdgGFP4VoYpMU07EyhGStIgjVUTCrgegpksjxo7qucdDu/p3qcrUbHy3GRx15ppoU4Nqydi/YX8tvcxR5Oxug9K9DGqW2kaO+o3HIUYVM8u3YV5jIcqrryVINRa1rE1+YoNx8mEYVffua2jOy8zxMTl3PXuvherI9c1u71m+e4u3yzdAOijsB7VlLCZX3glT2YHmrEVoeGbqatJEF6Cs3I9KnQslFaIiha5UfvFWQeoODVpZVxykg/DNOAoxUtnTGFtCCRvMkjAVgoySSMc0mMPipyOaY4+bNCE42AcVKORTCMrSxmkVHQcp7U4im/df608r3FA7DckVtaF4l1DQrpJLWc7M/PExyjj3FY3UUxztHvVxk47HNXw8KsHGauj3Of4iaanhiTVY/mmUhBATzvPT8ODzXhms6xea1qct9ezNJNIe/RR2A9BVqwuViYxSqHhkG11PQ1S1Kx+w3OFJaFxuic9x6H3Fd0KvOrPc+XrZdHCTvHZ/1Yp0w0+kNUZEdIRUlNIoAjxzUZiJzmaXntuxU1FAWKgsbdTkRjPqTUotoh0QZqalouLlj2IGj2ZZAM9x610fg7xY+hX3lyOWsJjiVD/AezCsPGaqzQkZkiOHXp70mTJH0dDIkqxyRsGVgCCDkEVB4m8RxeG9Ge5IDXL/Jbx/3m9T7DrXmPgLxmYHTTb6TEXRGY/c9vp6Vg+OvFrazq7vEx8uP93br6L/ePuev5UkjFxW7M7U9UaW4kuruUyXErFnYnJY1gT3El02TwOwpoWSVtzZY9zVmK3PcVewm3PRbFeOE8HFXo4+OlPSLHapguO1Fy4wsRCIDsKdtx2qTBpKDSw0U8U3FKDigEPopQc01jg0DDNX9I1SfSNThvbZ2jkiOQVNUOvSmk9vSmjOWp9T+FfEcHiXRo7uPCzD5ZYx/C3+Brer52+GviU6Lr8STPi2ucRS56DPRvwNfRAPGa0TPKr0/Zy02HUUUUzEKKKKACiiigAooooAaajmlSCF5HOERSxPsKlrmPHV/9h8NTqGw85EQ+h6/oDUylyps0oUnVqRgurPIPEmotqmrS3jnmRjgei9h+VZFS3Dbjj2yKgz82K8iTcndn6fQpRp01COyHZpabnnFKKk2A0lOpKAGkUlONIaADtS8UmKAMUAB61FOu6MnuKlxTHwUYH0piZS89lt2x948Ckgtwo3vTmRIRvc4VenualjBkG9uh6CmyFrKz3AAFs4pwFKBS4pFiYpKXFGKBiYprLT6Q0ACjsajxsfFSDg0TLldw60E+YkmSm4dRUkb7gM96jjIYc9CKYjFHKHsaYX6k5GGzUMpzKFH1qYn5M1VjO53Y9qaIn2H9CD6Voqv9padJbnmWMeZF65HUfiP6VndgasWU5guUdTgg5q4S5Xc5MTSVSDiZVJVzVYBbajMif6tjvT6Nz/8AW/CqQNdx8w1bRi0h60tFAiM0U4ikNAxKWkooAXtTGO05PQ0+oZskAD1oJZBhFmMu4KvfPTPaqKQme4d5Dkg8+9WbjcDGkRKndnNSrbmMEklmY5JNMxauxIoFXoMVNtoTgU7FI0iho4p1LRQUGKQrS0UxDDTe9Kx29RxRkEZB4NAhwOKSY4QMPWm7uaJG3QE+hoE3oOjOWHpUcfz5b+8xNMDEW5I6kkD+VSxDAIHQDFBBYhcxuGBxg19PeDNW/tnwpYXjHMnl+XJ/vLwf5Z/Gvl4CvcfgtfmXQ76xZsmGYSKPZh/iKuJzYqN4X7HqNFFFWecFFFFABRRRQAUUUUAJXmPxSvD59paA8Khcj3Jx/SvTq8Z+JU5fxLKnZERR+Wf61hiHamevkcObGJ9k2cRIfun2xULNtkU9jxTnOVPtUM7fud3oa8w/QNicn56eKiU7mDe2aVW35I6UFJklLSClpDEPWkIpxFJigBKKXtSUCCoZD8wqQ9ajkHzJ6ZpiZSv4JbiSMRtgLzjOOas20bRWyozZYdTT9uSCaeyg9KbbtYiNKKm59WJjikIpw6UVJqNwKMCnUUANI4ppFPpDQIYacCCMGkpppi2I2JhOAMg013D/ADgcjrT2IZSrVWd/LcbumcH6VSM5OyLTSAWjtUMRAiY+pAqORiLR1J/jxUkIysan/eNOxDleRNjgCkHDg0o5yaQ0hTRNrQ329lcc8q0ZP0OR/OsgGta/G/QlbnMc4/Ig/wD1qyAcnHeu6DvFM+XxMeWtJD80tN6U+rMRCKaRT6QigCM0UpFJQAVHM22Mn05qSmyAMpB70CZWjXdMjHoFzVhjxUcfy4+lPPNBCVhBRzTgKXFBSG0oFLiigBMUmKU0maAENQOpQ7kH1HrU5qJjkUyWNDBhuHQ01mHkS5OABmmk7Gz/AAnrUMx+WRTxuGKDKTsh6Ofs8RPX7349qtxjgfr7mqNuRJIoA4Awo9K0V4FAoj69R+Ct0U12/tsnElvu/EMP8TXlua7n4TXotfG0EbEgTxvH9SRkfqKqO5FZXps+iKKKK0PKCiiigAooooAKKKKAErxD4it/xVd0f90f+Oivb68N+IR8zxLfH+66j/x0VzYr4D3eHlfFP0/VHIPwT6Gq4O1mQ/5FWOq4NVrlDt3r1X9RXnH3Qhfba7UOewPtVuJQI1HtWWeH3Kfkccj0NakTAxg+1DQou7HinU0U6pLFpp6U/ikNMYyg0tNNADaa/b2Ip5pjUCD8KWkpaAEpcUUUDCilpDQAlIRQaQ0CGnrTGNPJqJ24pkyI3OKq3R3Wz+oFSu1QSfdIPQg1aOWo/dYjSmaOGMdZME/1q7EchnHQnC1lWpMjZQ848tD6Dua2oY+AAOAMCnLQVBueo5htRR/epjU/O+Qt/CvSoyc5PrUm0yeU7vD17/slH/Jv/r1gwSbpj7jiuhgj8/TNQgzgvbufy+b+lcdBdCOXa3QjINdlH4T5fMfdrX7myaAaZHIJY1cdCKdWpzDxRikU8UpNAxpFNp9NNACU1qU000CYzbzTulFAoJFFLSCloGFIaWmmgAzTaCaaTQDYE9ajJ4pSaYTTM2yOXmNh7VRuJd4RVPUcmp7yTZbuefSs5XBwTTSOarPWxq2fyrnu3A+lX1GRVK1BYAn8KvDgCkbQWgE4Fa3hq/Om+IbG8H/LGZW/DPP6ZrIapIGAlBoQ2rqx9eqwZQynIIyDTqyvDlx9r8N6bPnO+2jOf+AitStjxmrOwtFFFAgooooAKKKKAG4rwfxhMJvEuoEdDMw/Lj+le8npXzrrc3n6rdS5+/KzfmSa5MW/dSPo+G4Xryl2X5syDwelNPWpH65HQ1GwrgPtehQnHkOf7jdPY1ZtZgyAZ9qbc4ZDnkY5FZttKYLkozfKwyp9aq10YylySN+lBpinKgnuKXOKzNyTNGajBpRQFx1MJ5p1NNMYhNNJpTSUCYlKKKKAFpaSigYtITQTTTQAjHFMLUrGozQQwJqGRqcx4qB25qkZSkMY5qneTiOMr/EwwB71aJrL1IAPHJjkHFa01dnDiqjjTbRf01FVR7DA+netgZC49ax9OO4A9q2FqJ7nXhklTSQknyoFHeom4wKlPzPk9ulRNy2alFTL2kuovED/AHWOD9DxXB6nbm0upoWY5icpkjGcHGa7GB9koI7GsXxnbAakblfu3MYlB9+jfqP1rrw71aPnM4ptxjNegzTGLWERJzkZq2TiqumoUsIgf7oq0a3ZwU/hQBqcDUYNLmgskzTDSbqaW4oEKTTc0A5ooEFFFFAhQaM005pM0AOzSE00mmk0AKTTCaXNMaglsaTTSaU0lMhlO+XMDCs6EgsCegrWmGVYetY6na+M96pHJW0kmblq3I57VfHIrLtWwAavCYAYHNSzqg9CRzSxEBxUO4k5Na2i6BqGtTAWsREYPzStwi/j6+1F7DufRPw91CPUPBOnPH1ij8lx6FeP5YNdTXH/AA60hNE8OvaCczMZjI5IwASB09uK7CtU7o8iqrTYtFFFMgKKKKACiiigCpqNwtpptxOTgRxs2foK+dLuQtMzHqTXuXjecweE70q20sFX82Gf0rwi4PzmuHFvVI+u4appQnU7u33f8OQk8U09M0uaaeBXGfVFSdsCswIJbqKM9nDD6d60Lo8GqNh8+pKOyqWrSO1zlru7S7m8M9aCaUDikPFZHWApw61HThQBJTGNKTxTCeaAA5xSUoHFFAgooooGFGaDTSeaAFJphandajagTYhao2andaibrTIbEY1Cepp7c0w571Rk9Rh71nakhNuW7qc1pGq10m6F1PcVcHZo5MTHmpteQ3S2ygrcX7tc7pLYRRXQo3y+p9qVRe8bYKXNRTFPGajbgU9iSPSoiKk2mwT71VvFyE6Rp8o5VWeMn3IBH8qsDg9al1NVfwzNHMrZlYfZgFJLyA9vXjr7Gt6Pxo8jM4p0Hd2MuJQkKKOyinNQBgAYxjjFBrqZ40dERminEUYoAbRilxS4oENApcUuKMUANopTSUCCmHvTjTTQAhptKaSgTY05phzUhphoJYyilopkkUlY0igTsB0zW0wyK6KPwUl54Dg15TIJTeSwsAONoAwfrndTTOeur2OQtmIUVtaZpd9qs4gsbaWdz/cXgfU9BW94T8OaZPcA3Ufn4/hc8fkK9l02G3tbVYraKOKMDhUUAVEpGqTilc4LQfhiIts+tSq56/Zozx/wJu/4V2ywQ2kKQwRrHGgwqqMAVpN0qjcYz1NZSbBM2/CM+ftMJPTa39K6muM8Ivt1OdP70WfyP/167Oumm7xR52IVqjCiiitDEKKKKACiiigDl/Hoz4SuRjPzL/OvD50DKT3r6E1/T/7T0O6tf4nQ7f8AeHI/UV8/XitFI0bgqwOCD2PpXBi0+ZM+v4bqx9nKn1vcpbcdaZJ04qUnjNQSYIrjPqLmfdHKn6VX0nnUnz/zzP8AOprroeTUOlH/AImDY/uf1rVfCcc3erH1N6mnk07FKBWJ3DMU4ClA5oNMY1zTVFD8nNOUcUE9RT0pOKU0UDG5ooNFAAajqQ1GaBBTW5FOoIpiIM4OKRgCKJBg0KcimR1Iu9NapHXuKiJpmbVhh6VDIMqamPSo35GKa3MamxnaU21mU9mIroo2+Xii78GanpFtp9+8StbajGskTKw+8RkqR1HFdPo/gW9vUV57mGBD2HzGtasHzHBg8ZSp0vekc2TxVux0a/1Ij7PA3ln/AJaPwv59/wAK9L07wXpOnYd4jczL/HNyB9B0rXlRNuwKAB0AHSkqZhXzdN2pr5nBWXg+C1xJdyee452jhf8A69dboWnRXWqWIMaFYZC/QcADOP0FQ3HBIroPBEasbuUjLLhQfY9f5VtSXvniYyvOcHKTueH+J9P/ALM8TanabcCO4faPYnI/QisU16b8YNJ+zeIINRRfku4cMf8AbXj+RFeZkVvJWZpQlz01IbSYpaKRqJilxRS0CsJiilpKAsNNJSnpTaBAaYaeelMPSgQ0mkzSmkoIENNNPNMNADTxRQaSmIMZr6R8KeG93wos9NmTEk8BmwR0ZiXX+YrwDQ9Mk1fV7WxiBLTyrHx7nn9K+toIUt7eOGMYSNQij0AGBVxRxYuVrJHzppiNp2syQkYw5GDXpWny7olPYiuX8eaV/Zni8yquIrj96p+vUfnmtfR5t0K/SuaSszpUueCZ0BPFU5x3qwGyuahmwRUsRY8MPt1sD+9Gw/r/AEruq840mcwa5aHOAZAp/HivRh0roo/CcOKXv3FooorY5wooooAKKKKAGSHETH2NeZap4cstaBZwYbjHEqDr9R3r0uY/uJD/ALJ/lXExNg1z4i2lzvwNSdOTlB2Z5zfeCtatiTDElzGOhibn8jWDdaXqFtkTWVxGf9qM17ih4zVK/mwh5rk9mj36ecVlpJJngd1FIAdyMPqKk0XTpGgur/8AgiZIyP8AeJ5/Suy8SEMHOBUuhacF+GOs3hQbnuogp+hH/wAVTjDRnQ8c5ThK27S+85s0lOI7UmOa5j6JCjpSMcCnVHIe1Axi8tUwGKYi96koAaabTiM000ANpRSUooEB6VGakPSo2FAmJRRSUANcZBqv0NWjVeQYNUiJdxetQyDFSA8Ux/emRIiNCRNLKsacs5Cj6ngUEc8Vu+DbRbzxlpMDjKtcqSPXb839KuKvJI5MRPkpyn2TPWfiBpotfA+nKq4NlLCvHYbdpqloE+61X6V1vjeFLjwhfxMPmKAp/vA5H8q4Hw5N+5TntXZWXvI+OwsnKk/U67OVqtLip93yDFQS9KyH1Mm6HzHmt7wQ+JrqP1UNj6GsC8GMtWr4KnxqsiH+OMgfhg1VLSZNfWkxfi1aJP4PFwVy1vcIwPoD8p/mK8DfrX0f8RoRN4E1MH+FVb8mFfOEnWt57lYF3pteZHRRS1J2BS0lLQAhpKU0hoAaelNpSaSgQGmmnGmmgljDRSmkoEIaYacelNPSgQ00lBoxmmB6V8G9N+1+KxdFcraxtIfYngfzr6Dryj4I2Cx6VqF6V+Z5FiB9gMn+Yr1itIrQ8nEyvUZw3xL0n7Zokd6i5ktX5/3W/wDr4rjtBui0YUnkV6/f2y3un3FswyJY2TH1FeF6fIbK/aFsjaxGD2rKqup04SV4uL6HexvlM9jTZTleKrW8+YxnpU6kP0rA2KDlre4jmBwUYN+Rr1GNw8SuOQwBH415pfIPK6V23hi7+16FbknLxjy2/Dp+mK2ovdHNilombNFFFdBxBRRRQAUUUUAV7xwlnOx7Rsf0riYTkCus1yQRaROc4LDaPxNclbjK5Fc1fdI7sKvdbLgkAT3rMvn+U0+a42ORms++mzFntWFztjE4vX5N0hX8K7Z9NNh8GSjDDybZmB95B/TFcLMpvdaih/vOB+ter+P1Fp4De3ThQ0UY+gI/wq4L3ZM1nP8Af0oL+ZfmeKt1po60r0i964T7hC5qJjk1I3So1GTQMkXgUtFFAwph6Up60hoENpRSUtAAajNSHpUZoExKQ0tNzTJuOqKQcU/NNfkUCepX6Gmsc0rcGmE1Ri2C/ert/hVp5u/HUc2PktInlP1I2j+dcQOGBr2f4O6UINO1HU2XBmmEaH/ZXk/qf0rehG80eVm9X2eFl3en3nWeJpRNLDaZ+UKXcfXgf1rzjSla0vJrVuschX8q7O+uvP1aeUHI3bR9BxXL63GLbWY7hRgTjJ+o4/wrabu2fN4dckVHudJE2Yxmmykc+lVLWfdEOanGGPJqCrGfeqSm7tU3hGby9djB75X8xipbqIFCKoaPJ9m16A5/jH86cXaSYqivBo7fxrEs3gzVkc4H2Zm/Ecj+VfMsnWvp/wAXIr+EdWDdPskh/JTXzA9dE9zPAbMjzRmkNAqTvFzRRRQAU006mmgBh6UDpQelAoEBpCaU009KCWNJpuaWmk80Eti009KKQ0CGk0qnkUhpyYzTA+j/AIRwiLwJC4HzSzyMT+OP6V3lcV8K8f8ACA2WP70n/oRrtK1Wx49b+I/UWvDfGFqdP8ZXSqMLJJ5g/wCBc/417l2ryP4pp5fiC1lA5aBf0Y1FT4TTCu1SxDbTv5K49K2LNiyc9axdLkV4oxjKsODW1b/KcVzHoMnlTKk4q74Pu/I1GexJ+WVd6D3HX9P5VUkb5DWba3JtNWguR/yzkBPuO/6U4ytJEVIc0Gj1SimghgCDkHpTq7DygooooAKKKKAOb8Vz/uYLYHl23n6CsWIiOMds9qsa/OJdacE8RAIP5n+dVzIDFnjIFclR3kenQjy00c5q96YZhzxnqKSWQzWeV7iqWtAvIFPQ1ZtZ1ttC82UBmUmNR/eIrOx2rRGN4fgM/jSyjIP+uXP516b8S1LeD5SP4Zoz+tec+DXMnji3d+WMoNeoeP4vN8Fahxyqq35MK2gv3bMJytjKb81+Z4O33qOi/WnHqaa3Bx6V5p+gCGkUc0GlHSgBc0o5po606kMQ9aaacRzTTTENNLSGjmgBT0qI080wmgliVGzYNSDpUb9KZDDNKeRTAaf2oBFWbg5qLPNTzjNViMGqRhJ2ZKBkA19HeDvKs/AFhLGoUfZvNPuxySfzr5ygO7KdyDj619FW0Z0/4d2Nu7Yf7LEh+pAJH8668Npdnz2faxpx7swYWLEsTyeTVHxGhfT45R1ikB/A8f4Vet0GScnHpUGsbTplwD/czSW55q0ZnWN03lDBPIrYtJd6fNnNYWlbXhVSK2rcbXxQXIuuodDWDcq9teRzKPusCK6Akbeaw9Tb5vl/KhkLsdh42v1/4V5qFyhwJbcBf+BED+tfN8nU1674v1Iv8LLeIty12sR9wMt/hXkDGuiTvZkYSHLF+ow0UtFI6wooooAKaadTTQA09KSgmkoJFpppwpD0oERmmHrTzTD1oIYUhpaDQIbSr94UlKKYXPo/4RSmTwNGp/5ZzyL+HB/rXfV5n8FZxJ4Tuox/yzuz+qrXpfetVseRWX7xi15d8VYD9s0+fHBRk/I5/rXqFcP8TbUzaJbTj/llNg/Rh/8AWqZr3WOg7VEcTpUmFRfxrp4ANoPeuW0kfd+ldVbj5R9K5T02OmPyEVgzsVlNb044/CsO9QK+4VI0enaDdG80S0mJyxTa31HH9K065LwJcmTS54CeYpcj6Ef/AFjXWV2xd0jyakeWbQtFFFUQFFFMc7UY+gJoA88vZTLqdw5xgyN/OmbyF25qoWcylyMbjnPWpuduTwD0rge9z2YqySMPVgHbJ9azZrgmBIjyqElfxrU1EZVj2rEfmg6oIveEkz4wsmT/AJ7CvZdXsl1PSbuzbpNEyfQkcV5L4JhJ8YWhAyMsf/HTXtHY/SumivdPMx0mqya6HzRLE8E8kci7ZI2KsD2I4NV+5rd8UzW8/iXUZbYYjaZse5HBI/HNYZrzJq0mkfoWGm6lGM3u0hp60opO9LUm4d6dTad2pDCmGn0xhimIYTQDSHrSjrQIDUbVIajagTE60jUUdRTJIM84qVTkVFIOeKWNu1OxC3FmGRVUjNW35FVm4amiJoSNijqw+8pyK+iNV1BL3wpplwmNtwqScdPu/wD16+fliDxFx1XqK9jg3x+AvDcbd4iT/T+ddFF6SR89nUE/ZS82TW/3PxqvqoxZT/7n9RU8GQgzTL1BJZz5zkoacTy2YmlkYx71vxjGT3rD0tOh71uoMgUy5bjpDhDg8kViXjZY85I9a2JThSCM1i3edpyM46UmSjA8V3THw9bWv8H2pn/HZiuEYc12niMb9E3bf9XMPwyCK4pia2i7pF09ExKKOtFUaBRiijNAB0pjUpNMJNAhM0UUtBIdKaTSmmmgBpNMNONNoICg0UUCG0opKUUxHufwNmB0rVIO6yxv+YI/pXrPevGfgZJiTV4/VYm/IsP617NWsdjy8QrVGFYHjK3W48LXoIyVUOPqCK36parD9p0i8h/vwuo/I0PYzi7STPINNXD108HCD6VzenghueDXS2/+rBrjPWY9+QQelYt8AHwBxWtK+DxWNe535NSwOg8AyEX97Fnho1Yfgf8A69d9Xm3gN8a84yfmgbP5ivSa66T9087Er94xaKKK0MAqtfv5dhcuOqxMf0NWao6ucaRd84/dMP0pPYa3POotzODjPpVmQYi571VgZc+p6HmrYIOc/gK4Lnsowr5f3bDtWFNhDXTajHiIk9TXK3j/ADUXOqnqdV8PSH8SxE9QjkflXpus3H2TRb25BwYoHcEeoU15b8OST4lh/wBx/wCVem+IwD4b1IH/AJ9pP/QTXXT+A8vFq+JS9D55kPIHtURpzHJppryZH6RBWjZDaWiikUHenUlLQAUxjT6YaYiM9aVaQ9aB70CFNRtUhPpUbUCYzNOB4pvelpkkUgzUanDVO4zVdxg1SM5aak+ciq0g+epkb5aZIOjUIJaq5JYuFmMbfdkBU/jXt2pso0DQAoAH2ZQPT7q14cq5II717NLdjUPCvh+42gfuih9iuAf5VvS+GR87nUX+7fm/yHxbyiggdOopbkH7NICOqkfpT7ddkQw2fpUV237p/XB/lTW55T2MyxUDnGOK1o+1Z1qMAcda01TGKZTGXCkfOvI6EVj3fzAjPNbUr4U+9YlwW2nGMZ5DD+tBJgavCX0a9TP3U8zn2IP+NcC/WvR5/wDj0vR2+zyf+gmvNzzWsNjSG7QUUUVRoFIelLTSaAENIaKKZDG0UuKaaBATTSaU0w0CYhpKWigQlFLRQISiiimB6p8EbkReIryBjzNbHH/AWB/rXvFfMvw31Eab4vsZ2cLGz+W5Po3H9a+mhWkdjzcXG079xaaQCCDyDTqKo5jx6SA2eq3EDfwSsv5E1t25+QD2pPGNkbbXRcgYS4QN/wACHB/pVe0l3LjNcc1aTPVpvmgmSTH5yKzLs4BLda0Zx3rPvUVoycnd6VBoiz4Kdh4oiX1R/wCVeqV5T4MBj8U25bPKuB/3zXq1dVH4TzsV8YUUUVqc4VR1dS+kXijr5Lfyq9VW/Uvp10g6tE4H5Gk9hrc8ztFCk5Yhs8irh6gZHsBVGCZWk8twxxWlGqFflXbmvPPaTMzUl/d4zziuLvnzMRmuy1RtqkexrhNQmxM1B1UTsfhmSfEg9on/AJV6Z4ncR+F9TcnAFs/8q8/+E0Blvrq6xwkW3PuT/wDWrf8AiZqhtNBSyRsPdvg/7i8n9do/GuqL5aTZ586brY6MI90eNNyab0pSeTSGvLP0SOwUUUCkMKUUlFAATzSNR3pDzTAY3NAoNJQSKelRtTyeKYaYmNoopM0yAPSoJBU9RvQiZakatg4pz8ioyeacDniqIvpYmtvmIHowr1PTpxJ4N01FP+pnlT9Qf615Tbv5cwJ6HivQvDk+7RBCT9y53Y/3l/8ArVdN2bR5GbQvSi+zOotsmIVWuuSB+FXIVwlZWpMVJIJwOa0W54W4+17VqcbKybeRccd+RWiTmPFD3HLYhlJZW5wR2NZVy4CnJx657VpzY2BgTkelYd9LnO0c+hGKESUblgLS8OekEn/oJrzmu91BzHpV6yfL+5YY9MjH9a4E1tDY0huxaKSiqLFph5p1JQA0iinUhpisNJxTCac1N7UCEJphNKaSglhRRRQIKKKKBCE0UhopiL2nStHKChIYcgj1r6u0K/Gp6FYXwOfPgRyfcjn9a+SbVgs6kmvpT4X3YufAlmo6wPJEfwYn+Rq4HLi17qZ2lFFFWeec94tsRe6M0ijMlufMGPToR/n0riLMkMBXqroskbIwyrAgj2rzKW2axvpYG6xuV/DtWFZdTtwstHEnlHyEVlXb7IycHmtY/MvNZVyVLMjHB7e9c52oXwk5Hii0x03EY/4Ca9bHSvI/C+B4rshx988f8BNeuDpXVR+E87FfGLRRRWpzBUcozE49VNSUUAeUQhEkzKykHoCK1TInl8DHHFZUyCO9myThZGXaP941og/uuATnvXnPRntR1SZi6pJlW+lefX0hknI7k13OryeWjK3Xoa4dYzNe7RyS3FC1Oylorns/ww042nh1rllw1xJkf7oGP55rkfidqIuvEotlPy2sIU/7zHJ/TFeqaXarpeh21v8AdEEKg/gMn+tfP+r3rahqt3dseZ5mf8M8fpWuJfLTUSMjp+2xkqr2X6lEnrRmm5oJrzz7a47NGc0ylFADqKbS0ABpKWkpgMNNpxptAhCabmlNNpksQ9aKKQnFUSKaaelGaQnNAmROOaQU9xUWcGmZN2JUUNMi+prsvDcpa4uYh0Kq2Pccf1ri4W/fqfeuh8NzFNYTn7ysp/L/AOtTjuceNip0ZL5/cemQFxGA3B7+1YusTbY3I5461oRvuiDg8HtWPrzBbXrzitkfMoNJn86xgbPKjY31Bx/hW+rbo/auQ8MsWt7lCeBIGH4j/wCsK62LDRe3pRLcY3PlrgnOOlYmoupO1sj05rZlLBCMZ/rWHfOznLKeO9IlGHrZ8rRLvb3UD82FcNXZ+IpCNDkAHDyIM/mf6VxmK3h8JceolLSc0ZNWULRSZo3UDFppNIWpCaCbic01qcTxUZagTG96KDSZoIFopM0ZoBi0UUUCENIadTTTAdGcOCa96+Cl55ui6jbd45lcD2Zcf+y14GK9Y+CF7t8QXtqW4ktc4z3DD/E1UXqY4hXps93ooorQ8sSuK8VWnlaotwBxMg/Mcf4V2tYPiqASaakuOY5B+R4/wqKivE1oStNHJI+UGazdSVSu/OGU/nVwcVTvSdjELuBFcZ6yDwr/AMjZZZOTvb/0E166OleOeE3LeL7I443n/wBBNexjpXVR+E87F/GLRRRWpyhRRRQB5jqkYt/EF0oU7TKTg+/NWY2Ow5AUUzxUgTxDMWJQHYwYfQU3f+42pjaRy3rXDUVpM9ik7wTOc1sfLLIc4xWL4Rsxf+KbSE4KtKM59Acn+VbHiFsRMAcij4W23neLGlwCIomb+n9aVNXlY6py5aMn5HrPiG5+xeHNQuAcFLdyD744r5zP3QK9x+JV2LXwdcR5w07pEB685P6CvDWOeaWMfvJHocNU7Upz7v8AL/hxKKaDQea5D6YdmgHNNpQaAHZozSUmaAHZoNJSHpQAhNMJpzdKjJoEwJpuaWm0yGxSaaetGaSqJbEozRSHigkRuahfrUx6VE/SmRIarYYe1bGkTeTepP8A3CGrFrS04jeQe4xRtqZSXNGx67sU2wK8DGR9K5jxFKuwIOeMZrb06VrjQbSTdk+UFJ9SOD+orlNadmlKEng8V0JanyrVnY6XwtpYHg/Ub4r8xmQA47Dr/wChVchb5V+vNb2gWIj+GaoRhpIGmI985H8hXO2bBgFzjmrqRtY56M+Zy9Sac7QB2NYd/jJJDH+VbF86mPDHBHT3rnbxzIR85ODjNQbHOeKZCmn20e/78pYj1AH/ANeuVzXQeK5MzWcePuxs2fqcf+y1z9bx0RUNgJpM0uKCKZQm6mk5pSKSgTCkPSlooEMIOKbipMimO4oExppKQtRmgm4uaKTiloEApaQUtABTTTqaaYCCvQPg8+34g2wJwGt5R9eM/wBK8/HWu0+F91FafEDTGlOA7NED7spA/WmtzOsrwZ9OUUUVqeSJVPU4Dc6bcQgZLIcD36irtIRkYNJ6jTs7nl4XI64rPvoGMXyux9q2JoPKu5oSPuSEfrVS5QeUxU5FcTXQ9mLurmX4YKQeKrE5+YzBSM+oIr2fvXiGngW2t2c/AxOh/wDHhXt46V0Udjgxi95MWiiitjkCiiigDz/xrEU1uCRXIDQ/MPoTzWfE2+INIGOBx6Vs+OUYXNnKoHKMpz35GKyIWcwKpcAda46q989XDO9NHPeIyBbEjpg1q/B23zc6pdEdFSMH6kn+lYfiZy0Dddo9a7D4QQbPD95PjmS6Iz7BR/jRRXvm2LlbDvzKHxduW83TrUHCBXlPucgV5eTmvSPi4f8AibWA/wCndj/49Xm1c+J/iM+myOKWChbz/MKKKKwPXCilxSEUALmko7UlAhaCaKKAGt0qM1IelQk80yZATTc0ppKdiQooAzQRTJaEooooEFRt0qQ9KYRxTJZXP3qnglMTqw7GomGDToxnH1oM9noes6A27w7HgYAZgPzz/WsDWbdjcMR1rZ8Lyb/DgTqVlkA+mara0hDxEjGRXTA+VxGlSXqz1e2gWPwrFCBgCzAx/wAArze2O0qcEjvXq0Kf8S+NB/zyA/SvKU+XcXIx0rWutjz8G7uRLeN+4JwHRufoa5i5LSS7l/IjNdBKrrbSZOU9/SufkDJLwwwaxOw5TxMxOrKh6JCgHtkZ/rWNWp4hbdrMueoVAfyrLroWxUXohaaaWkNA7jSTRigikOP7woELg0mDScHvS+XnorGiwnJLqIRx1FQuvP3xVhYWLKojbcxCqMdSegqddIvZpXjS1fen3gRjFOzIc49zOwo/jFLlR3z+FaS6Ne/ZxO8axRE4DPx+NPfRbtACGjdT0ZMkGmoS7GLr011MvcP7ppd3+ya1YdCupkLBwOcDjrVpfDVwOXmKj2XNV7KXYX1mn3MDcf7ppcn+4a6iPwl5qqRqKpuIx5i4GO/41V1PwnqltKps5YZ4m6LL+7f8M8H8DR7OXUPrNPuYOT/dNIa0P7I1NGxJZXPXkpFu/lWuPB1xMQYZpCrDI3wlT9Kfs2L6zTOX4rY8NTvbeJNNmjRneO6iYKvUncOK0W8Im3GZ5XJABI+VAPxJq5p9imhz297CPPuY50ZFX/lmAQzMO7EDPPAFHs2iJYmNrH032opiOsiK6nKsMg+1PqjgCiiigDz3ViE1i6/66VRlQGBuRk9q0NYjL6xdMP8Anp/QVjzkjc3p2ril8TPYpfAjC2MLjDE8dK9ssZhcWNvMDnfGrZ+orxW5fMu8d/SvV/Cbu/hixZ+uw4+mTitqL3RzYxaJm5RRRW5wBRRRQBxnjpFc6fnOdzY5+lY0UaJBux9c1teNADPZfNyAx2/lzWRCTJbsmMnHWuOt8R6eG/ho5HxQSYSy/dNd98KU2eCUJ/juJT+uP6VxWvWrywOp6LXefDJdvgi3HcSy/wDoRq6G5pjX+5S8zivizOsniS2hU8x24z+LE1wFdD44mkn8ZamZDkrNsH+6AAK5/BrirO9Rs+xyqn7PB015fmJRTsZoxisj0BuTmilwaNtADaKdso2D1FAWY2kp+z3FBj9xQKzImJqE9aslOOaiKGmTKLI6KfsPrRsPrTFysaBRil2H1pdppi5RhpKfsoKUCsMOcdKYc4qbZTWUUCcSs9LD94U50HrTV2r0OaZi1ZnqHgxSdFZuxnYj8hWrqlgLiEP3XpWL8PpzJp1zA3/LNww/Ef8A1q6mYkoU9a6YPY+XxitWkvM7fTbhbrTLeZGDBoxnHrjn9a8yEW4E+jH+dbGhay2k3Rtp3xay5wT0R+x+h6flWPHlxt37QScAdetbVWmkedh4OE5Ij1JtkPlq3O3JFc7JgqDjv09RXQXsaxwt82WPUmsZl3xDCg4rE6h8uleH7kRNf2YE7KN0ocru/I/Sql14X0NVL28Em0dQZWIP51qxeTdYjZk3IBuVuo4prWPlHCyuEHO3PDCvSjGNkePKpNN2Zytz4btFfagZPX5jWZNokaE43MvGCG9a627W5DKyENkc7hyB6Vl3DXbMBJbKcc/Kavkj2J9rPuZMejWzqxG4kY681oQeHbOYAlcZGOfWpbW4iVyjRvEOM5FbNm9rPlElA9s80+WPYlzk+pQi8N2e4Hy1LKMZrQt/DtpjP2dQf881opbrD85Y4IACgVZjl3yZA6cfhU6CMebQbSO5t5VhAdZ4io7cHmrWmwRtqGoyMuWkmdRn+HBNTXZeS9tUU8ecnH1YVV065SOXUXMZVt7lj6nJoQFdlM+nM7CKQrlUR/u9e9Urj57iMgqF9ExtGD2pxnH9mbGjAR9xcvwMYoVYcgoI8EjZtXAx7D0qgFRVWIqi7VDen61ehhCW5VgOecnr9Kz5IUaVx86NnJwcVKLSR4l23TjglR9aYi7JBHLgFHIwMheRmsy6012jaKO5u2PPySKGGD2/WrSfarcZMqMN2MmrSz3sh3iON/U9M0gMI6JqUcSiO4gxk4XBU8g+maemn65JEUe6t0QDbgjP8xW35czFm8tRt5Hzdf8ACq7WczkvPMoDE/IP8T3pAY7abMkR+1as7qeNsKqPwzUsHlhWghUR71xLJI+53AHc/wBKmvfLjVTGvyL0J7/h+VVtOYNKY2RhvYZPpSYz6B0h/N0Wxkznfbxtn/gIq9WJ4Sl87wnpT5zm2QZ+gxW3WIxM8VVvr2OxtjLJyeir3Y+lWHdUQuxwoGST2rib6+fUbozNwg4jX0H/ANepnLlRrRpe0l5EMshkkeR+WdixPuazbyImNyo5q+x4qtNzGe1cbPVjorHLSxSFtpwP8a9n0y3FrplrAFC7IlXA9cc15Jc435zXsFm/mWUD/wB6NT+Yrej1OPGbIsUUUVucIUUUUAcP40lI1S1jAz+5JPsM1mWpZB0G3rzW141h/eWk4HOGQn8jWJb7WQnBJrkrL3j1MM/3aK2sxlrKYqMkr1roPhg+/wAHqv8AcuZV/XP9azxGJoyrdwRWh8PFNpZ6jp7Efurkyr/uuP8AEGqo7ixetL5nA/ELRza+KbmaAF0nxKw7qxHNcgQUbawKkdjxXqPjld+uSyxDc0aqjrjqcZ/rXNlIbyMtMgLYGdyjI4q54OM3zJ2O3B5/VoQVOUeZI5IUHHqPzro/7OWLafs8c0POMgD9aimtrRISz2YQsM4Zen/1qzWA/vHc+J10h+P/AADni8ajLOoH1phuIAceYufrWm4sXG3dHwNuCuM1S+zJuJjSMAZyRjj2qll66sxlxRP7MF95B9ohzjfk+wpftEPqfyNasVmGIcDIXrmtL7NsQ5hyvXlfan9Qh3Mv9Zq/8i/E5oTRngZ/Kl3qemfyrsrbT4HiTfCoBG78atx6fatGW8lTx6UvqMe41xLW/kX4nAsQys3JVcbj6Z6VGwCJvZWC+u04rt5IIv7P1DyVVSZYQAR1wTipNQVE0KMfu9zuozjjOOg9elCwMe5T4mq/yI4AzRLjc2M9M96DLFuxu59xXW6hGm6FUjtmxyTIPu5X9T6VTS0QTbtiZfNP6jHuT/rLW/lRz3mRYzuxTgyetbqBYyge1OBkcc1aa6tUAH2bbkAn5M0fUF3H/rLV6wRzQBPQH8qRgUGWVgPUqa6+B7OVtwOD0ODjFWXt7ZiQtwHXGR83HWj6iu4/9Zav8i+84D7TBnHnJn0zUZurf/nqp/Gu/ltrTb5ZtIHGfvMoJP4kVUa20eCZkNjAzHoNoHvR9Rj3JfEdV7QRwz3Vt/z1H4VJaq10+LeN5CO4U4H1PSuzkECI0kemwIcnBCg4OPpWVO80l15bMx3fwKQFxVLBR6sylxBXa0ijr/AEHlW18CVaQOgLKcjGD/8AXrqJgAcVzXgmSOKa7t0J2+VG4z7FhW5PdR/2hFETjfwPc1jOChKyMI1pV17Se7Kl7CTggZ78+tSLEII1TcASOT61cmVRKFPODk+1Quvm8YqJMuJlXqnypcnnHfv71iQTBSwJyPatfU95jdQuMdCKwYlZpAuMMxx+NJdinojU+zLcRxzI2GVB0GD1qTfOQY3jyORuH+faq/2hoAGdW2c/QDtUz3e1WIcF+uO3+ea9WKskjw5STk2VJ9SgQAZO8HBGMYqqZ1kYyR8qe45ovilw+11BbGcqOTg1RltbYoUidoyOo3YxVkGhENyhlU5I/u9KnS2hlkDNAAR1YcZqhHDNCFCXTE9MMO1W4p7pWYPGr84G3qaALQtRGpMVxMuSTgn/ABq7arcowGVkHXI4xWZJfk7UaNhhccjvVy0u1Hy78fLg57VLGaaLHLeweYpV/MUgH2IrnoWMUl8ZM4DtyOQRk1pXF8y3diUHBlRSG6HJFc9eajJCtzu8vaksgx65PFJAVbWZ7qKQclBu+bGdox6d61ryDydPF4FbDFWVWwrcAdu1YOm3S21i94xCpESAoPVj/wDrpk2rvcNHLsmkkdAZPMfPXpnHAqhGgbh95OMZU8HvULXc8cqZXAPdecZqV5RcNHiLaqg4BOakjhXyugLgHG48+1MRFDqhfKshYDoc4zjvVuHVCshjKEKD97jikhgjDcjrwOPzqaS1VP3pGdxPBHbNAy1FeTFdxIHAYZ7j8Kg1C6d49mcOy54zlR/KiFBuYhwgx17cVd1S+judKtsGEPjrn5iBxjHvUgVNZsIjplrJaoWdlUSFecemfSs/TkUgK7kjcN2P1qNjJFF5UUmM53OOSVPQf0qWzcwuz4HC8fWlYD2bwI/meDdPyANodcDsA7AV0tcb8MZWk8FQK2T5c0q59fnJ/rXZVkyjG8STmLS2RThpGCfh1P8AKuSDYGT0rY8VyMb22jJ+URlvxJ/+tXK6jqCWNuXdsDIHXuTgVy1XeVj0sNG0LmtgFc1UuziFqsKwMYAPaqV8SI1HYmszoRjT/fr1Xw1L53h2xckk+UFOfbj+leUSnLmvTvBz7/DkA5+RmX9c/wBa1o7s5cX8KN+iiiug88KKKKAOT8XvuktYB2DOfx4rIgjCqAPSrOuzm41ebH3YyIx+H/16ihQtz2rjqO8j1aEeWmhFXYc56dqof2jLpGqx6kgJRflmVf4oz1/LqPpWjKu0Gs+8i8y2cbc8UQdmXJKUWmY1/qMd3rmrvHOs0Zusx7T/AA4HSs6RGlRbiNgk8Z5IH3h6N7Vi6Y32XXNRs2yF4dcds1sQ3AWZo1GPlyW7dORj8K9GLurnkTXLKxciuvMULMAr44+v1psq+azc84x9adIkM/zMvBbIHtiq11GQiC3nVJAOnX86qxJQubC3KO3lgnocis6TTYSoWNmViSflP6U4z3ccpV0Lrn5iD0+nrQl9GLgK6yJjn5h71RBYjs50QLFcjfg4DDr2rRgubqGLdNa7yhAAT3qCCa2lTCzgY4weM1oQZ2rsc5OOhFJjQhvo3fY5eMZ5yOBWpbhWgIjcEgdQcms/z1E4DoJAWxk849KuwRwNEu3ILZ5BxipZRUvYWt9Ju9/Vnj5xzxk/1qjqMgGm2xdiEUjPrWleyLcaRe27Shgsq72PUAnANc/rcjfYIoonVsOFJ9cd6cRMcu5riJomCCRyMuNzEbe3vipA7K8ZcNhlOB7d6ZpwhQBzdPbgON8qjJfgjauM9f60X88d/cotvDJCEOCp6kY60+ougiyhRICTuBAAI5A96nF9ETsYAjHbqay5o2iLxnJGASR6U37NJ5gkiZlUj+JeKYXNhjCyBkjQnOMgdR71LDHaSKS8fPfFYFrb3S9ZBjA79asp9qS4JWRyOwBGOKLBc30t7Yk8ZLYzk5A5pWtbS3jzsiY9SckfjWfGxX727cyZbceN2e1W7nTL4WEVwnlmJj80gbLAc8/SoZRUv7rzLXzUDiDdtVgMA/WufWTzJQySAHBPXp7V0xuYH0BrAlVck4Lcc56e3b8654IltIcYY+pHAx2oQzd8KXeNZnQADFpliOpIb/69bAibU9QilDsn2eUSBl7kdq5HQbh28QMvRWtpRj1OQf6V6FpkBhs4kPVV4/E5P864q3xXPRw3wWLKx+pzzyadjg4x+NTRorE805owV9KwOnmsY95FkEdc96xUiRJwzdjkn6VtXbnJHQ5rI+7Lz06mhbhLWLK1zASoUE4PbrVKWF7d2L/MrDBBznt1/GtC+aXTrgwT5eNmBSTqSpGQadm1lTl0JYdc16qdzwzCEvLkruYt8ozjFRjiLMkYDsdvPOK0biJUcFOQBzj1qCQiTqy4B4zTENjVjIrqG2jnJ6EH/wDVUzSkSZJ+UZ/pUttsCncEIAA5qTyEM/ylcYwoPUUAQi6HmriM5B4OasK0bj5kwT3FAtMsScHnrUqwhSfl+ntSYxyxBru23E4EiPjtwQa4TVrsz6hNImfKeVgO5bjqPbiu0uJHVS46phgPoc1xup2xEocZyDIBkdg2B+mKi7KKUe9dO+dpMNnYhGfm9a09Lg86ZmddqrCoBJ54H/66TRrGa6mjnbiFRglsjk+larFYXmTByODgfdHaqQi1shjwd2Cv94dTT5IzseTA4A6ds1n/AGiNhkuGzwVHT61N5odgEYDcOQpqhFsBllVg56YwRmpJm3lxvOEFQpcxiVAcE9Oe4/yKmaeBiRkqSOKYFZWUOyn7pPeo5ZN+ehK47VM6nzRhd5YVEQUQFgQPWgCj5jIpDckHgCpIZWnnEKA75DtHHT1qK4eMSnnqOKbYzyLqKTKNqruYfUCkwPZPhVL5nhKRDjMV3ImPwB/rXc1538JJ/N0bUwVwRes35qDXe3c62tnNOxwI0LfkKwe5Rx/iK5WbVmUEERKE/Hqf51y8/hy58UXPlW8safZXjnZZM4kAJ+X26Zq3NNI7mSQkux3MfUmup8EwFbG6uiOZZdo+ij/EmuWK556npzbo0tDFa1uLJ/IukCygAnDZHPvVK/I2rzWxrcpfVronohVQPoK5PU73DbAeTxUy0djWm24psruwZiRXpPgdmbw/8wxiZwD69K830+1l1C+htYh80rhc+nqfyr2Oys4bCyhtYF2xRKFUVrSXU5sZJWUS1RRRWxwBTXcIjMegGTS1m67c/ZtInbOGceWv1PFDHFXdjipJWluJJW6yOW/Pmr8JCqOfesyMh5AvpVhpCh6jA964rHs2skiS9mUBRn7zAU2eLbEMjgjBrm9b1hVhaVGB8iRXZc9VB5x7105lS8tUmjO5XUMp9iM0tbhayPNtVtRaeN42GStxbMB9QatLDsk8xgyYX5SD065qrr7NL44sU3hFSKRnJGflxzxWtc/ur57WVSoIHl7xyRjivRpP3TysQv3jMxbs2nmAHcBgoSelLLdfLuZCVcKNw5BP/wBarP2dGV127yT0I4IrOubSVDtC5HYY9s1qc7Qm+VFHzENgYUjg/lTUkCuGeLGQD2phhaV1LPt2HGM9AM9KWNJTO65IXpuA6CmBMkcM6SExjcT2qxFEoY+VJICO/amLA6xEhS28DcccflSIjqGKgqCSKQ0TwxTpx5udpyqkdfxq3FPOqIrLtOc/lWfEsyghnJHQZq5Ezs3zk7AcDdSAjnHnWuqHB2mBGBxkggnv61xup3ySOMKFCkAkdckV2GpTFNMvY1dU8xB8+MgKCM/pmuDmjAuXijfaRty3HLdf5VKetiraXNW61Mt9jhsZDDEGXdKpwQxP9KW1M9xdG4WaQMZDjBxyD2NVI4pbmSP7OQViKsOMFm7/AFra0u1FpAQ/zEy5z1HocfnVJksmjheWTJ3EkZJ+lTDHl+WwPAxvB9+tPa4HyhowdrbSVzkClcR+UwDYYkcE4qhCxH59uVzwT+BqzIESEEEGQkk8YquEWWZcIDgdQe3FSPuZyCowAQvPTtQMIZlLlnztHOB3qy18/wDZckDrI0RPyovp7ms0sySqQo5/hU07JdvunHfNJoBHCTWxiIODgMW9e1Zt8qw2jshKqvPTqattuRgxPPGc5I/KsbWpnWyKbcLzjmk1ZDJfCTvN4vsznIKurcdBtP8A9avXIwUX615h8PNPlbWY7pg2wW5YkjuTjFek6zK9vYsIQWlYbI1HUseAPzrz6z96x6mFVoFjT7iO4iaRCCu4jI9jipJyQjFTXP8Ah221LS7KC01K1njucnzAUJUEk9+n610Tr+5PPOKizNtL3RgXTsAXOMk4NZzjMg96t3TgSGMnPtVeQDeB6UmUJLDLJKJJJDINgAHoBwBWdLaKWbCMpByQpxW5HNtiVnX5FyOOuf8AJqKeS3dA6Ha2cc969Gm/dR4tRWm0cw8EgVh5jFuwI6f40wW9zt2LIDk5GV5x9a2pICu3Y2WWnfYV8suThieST7VdyDFitr/DDzEYdgBViGK9jlG6VRnjlc1rR+Wp2mRCB05pHeMMQBu6dB+tAivE9yPvNG46/dIqUSSlt3yYzjHNReeW5WMqvq5C1Bd6rapnfcRIcY2q2T+lIZamcC2mjlZRlTyp5HFZxtVvblGjddiCUNzy2Qp/AjNUI9QttU1e00m1aV5ruRYVdUIC7jjJz9a63V/BeqeG1luAUuLQbsypxjdtHI7dPpUtlGFG0Vqiw7mBAxknpTZmSRZM456kH71UxcSDcj7fQZ6063EUoKcDgj5apCJIrWA5yOCOasR6fFj5cK2PWoY7PysMjscdTnpTg06FiEEiemcEetUIiFjgAK8mD1XrihLYq4CyH5eMEc1YF3IkoeVMLuzkdMUscokuAdvHXpQAyKwuFIIlZCTkcVLcWrsMySuSVxwMVaM8bEZfbzgYqRsiMOjlgD0pgYM9kiIT82V5z+FRQ7UhlAxu8s7T3FX766LRsSD83pWVZO4vhIVJARsqe49KTA9V+D//ACC9T5/5eV/9ArsfExB0ZozwsjqrH0Gc/wBK434O7hpmqhv+flT/AOO16PNDHcQtFKivGwwysMgisJGkXaSZ5fLEftYhhYytIdkaDkk9q9Bs7ePRNESM4IgjLOR/E3U/marmy0bw+r3/ANnjgIGC/LNz2Gf6Vg6n4nTUoGitonjtyQWeTgvjsB2FZWUEdUpSrtKK0KmoXKmKWaUkyudzGuOkJnui57dK0tW1FZQI0OR3o0XRbzVZQtvESmcPKeFT6/4VgrtnY2oLXY6fwNpB859RlTCplIie57n+ld5VeytY7G0itoh8kShR/jViuqKsrHlVJucri0UUUyBKyPElq1zo82wZaMiQD1x1/TNeL/8ADTP/AFKP/lS/+1UjftLhlKnwjkEY/wCQl/8AaqGOL5WmjsonCTg9Q44NF+vmWboVzkEV5MfjQhXH/CPHhsj/AE3p/wCQ6nf44LJCY28N5yME/bv/ALXXL7OXY9NYmn1Z6y+s6B4Y8A2V9qNpbTSCLakRjUvJIO2SPzJp2j6iNX0SHUfKWIXKeb5a9Fz2H0r5n1jxQ+qXJdYZY4N25YHuDIFJ644HWux0n4xjStFttOGgmQQR+XvN5gnrzjZ71c4SaWhlTqUoNu51uqWzH4gabLu2gxvuOM8DBx712Piixt20mO4Z/LkjKhAD2I6e9eI6j8UpLzUrW9h0ryGgLZBud+9SMEfdGK0dQ+MjajHDHJoWEiXp9r6tjGfuVrTvFK5zVpRlNuJ1kUtxbKDKolUdGHYe9D6jC45G1sY/SuEPxS+UBdG2gf8ATz/9hVaX4jJMAH0YEDsbjv8A9810c6MLHbNLGAyrjk45FOJCygsCnfrXAv4+ikGH0jjGBi5xjP8AwGkk8dwvn/iUuCfS7P8A8TRzoSTPTI5dq45OV55qWCJGRsDC5PAOfyry5fHsagL/AGW5Uf8AT1z+eypo/iJGiMp0mQgg/wDL5j/2ShzQz1WO2KqMAjIPU5xTSgAOGzgV5mnxNWIkppEgz/0+f/YU4fE+MZxoh56/6X1/8cqeZAd9d25a1YttCyHbnr1GOfzrltTsJHkcgr5gjRyX4PTGffkYrLPxSURFI9GZMjn/AEzI/LZUQ+JMJdpH0Qs5RkB+19AWBHGztz+dS2rjWh2OkabHbwvIWzLKOSrYCg9KjmEsURygVV4C55rkl+JhBH/Ep4Hpc8/+gV1ltqCXmm2926bGkiWULj7oIzjPeri7k2uRi6K4ZUIx1HrUqzrI47gDqe3vVuDypQfukMOQTxVgW8ToQNobHGBjr/kVdwsVEvfnRk4Qdx24qb+0VdhlVIYY+UYqL7DGSv7ob/4gMgUz7LFvIKkEY96YtifzEdkETKCMg89KeUeJWEmOc8kdf85pF0pW+Zm4boFPGTUx05PKUkyMqnIGfejQepnzyoDkLtIBBAH61zevTFoAiEENls11p0+OPOI25B/EVymvqBKsEY+bO1Vx/n1qZPQaWp3vw9tnh8NQSuSXl+bB7LkgCtrWNRgs7/TpbkMYEuFkcL1wvP8APFO0WzbTdJtbZkOERYwR2xXKeMLqW61WCztIpJSFO5kTdtPvXmu/Nc9qEFy2PRp/FFj4j8iPT3dkT95JuUjB6AfUc1TvrsQQEnHHpTNC02LRtGjgAG4Llm7lu5rA169afMcR5J2rj+dKUru4QhGC5YkETyT3Pmse+aSWctcMwxtFKIfs1qsQ+9igReVEG6seR/jThFydkFSqoR5mWo1cW4EmQxO7A680+OIMPmVSM96rQ7lAflh3BPNXIt/ll2IIzyK9CK5VY8aUuaTbImtVMrMVwccYqZrSJ04AOTzzUwjY7SQMBanEaJGPUHn8qGSZMlstucxxJz1OOazrg3TsTu2oey9TW/LEGTJJ6k8Vk3twNrLEAMcFqEBhXAYyeUDuY9zzisjU1ihUKg57nFajusbsVxkZzWLes0zMWPGKYGv8Krb7X8RbBiMrCsspyM9FIH86+jrm3iu7WS3mUNFKhRge4NeNfBHSwdV1TUSP9VCkK/Vjk/oor2usnuUfOOu6e2naxc2MobdFIyhumR2P5VnoEhlZlxnsT2r0n4k6Yi63Fdbflni5OP4hx/LFefT2phkyp3DNaxd0Jl+3u4SqjIXIwAPXvVrzFjmdGAGTnPaqke2WMHOxuucdDUzQsyqvUsQQenNMRL5atvwqtnrntT0hQKrKvJGD9KBBJE2CoOSSGHT8atQR/IrkEEDBBoAqPbLsUsuG9aa1s6f6tuCMmtFvmRcMOAfyqEkc7eQBmgDGubUtIw9uaoygQsAirnGc962Ll8qFHB7msyWMPIc+mKAPTfhGv/Eq1M+tyB/47Xo5rgPhTbiLQb11zhroj8lH+Nd/WL3KPLPEmqG71a5W4kJSCRkjiB4GDjOPU1lwLf6o/wBnsrd3Y/3RwBXrTaXYvcNcNZwNM3VzGCTVpUVFwqhR6AYrF0ru7Z1rFcseWKOC0r4eZIl1Sc5PJiiP8z/hXbWdlb6fbLb2sSxRL0UfzqzRWiilsc86kp/ExaKKKZAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFeweHZoH0ayjlYEC2Qc/7o4rx+vWdGxHpNiwwSbaLqOnyirhuJm6llGE3RA8dWAyaUC6j3mLDL1KN1HHSn297EQoOFZuMD1HWrm8RysjdCeo9DWgigbi4ifzJF3JuzuWnCYzThsHDHj5etXAmdxXa38OD2FOjgTyw4jG9SRnPSgBTcLtOQMDoAehFWUjR422MchTkE4qLyUKMzJgg5BxQtqQm9H+bkH1xQMjuJGXC/ewMfWuD1aSZdXjuIwT5bBhuPBIOa7u4t3KBmHI5zmufv7BVVmYZwOnak1dDWjubi+PkvLWCPyZY5JOgYAqGPuK1NJt4rKNpbpibmVi0rOCD7D6VwFjFuu7ZAvAlQAegyK+oXgik+/Ejf7yg1ySonbDGSSs0eY32poYcRsNpHUVhwxmWdrqRcIvEYP869V1Dwzpt+CxgWGXtJEAp/EdDVG18F2kc++6ma4QfdjxsH44PNZ+xdzT63FrY4qz0mfUVuZlH7u3jaWQn2GQv1NZqM7ZMmc4r2NbC2t7CS2t4ljiKMNqj1FeRuhV2TrzXVSioo4q1V1HclRP3QwM8gVZiKruGQVPT2qvEpACg9DxjvVhoztXnryPUVqYirL82WByf09KtlCR175qrEoVySMg81cdxtJAP0qWBWnQFSrn5T2Fc1qUybWRV2rtrdvpf3ZIrldSkMruPw4oQGM8jZxVaZcg+4q60ajluMdc1XnCgbj0A4qgPaPhNposvCH2gqRJdzM5J7gfKP5Gu9rG8KWf2DwrpduVKstshZT2YjJ/UmtmsnuUcZ8RbbzdHt58Z8uXafow/+tXlbRsrNG3Ts3qK9y8RWYv8Aw/eQfxeWWX/eXkfyrxhoxIpDemR7VcNhMoW0J80K52HPr1rVU7ExgFUHXviqoTzHCgYYcZ9atINhZe2ORViJUbcxABBHJBHSrqgCPByCeoqGLZtkJU/MOTnpU6kGQYcEYHFADjbgPyAy55z1FVJPmZlUYUc4FaT8d+c9R3qrLxk9+ppXA5+8wrHJ61TjIYsTj15q7qA3ScCqUZ2BiBz6UwPXPhjGyeEtzgAyXMjcenA/pXaVzPgJCnhCzyACS5P/AH0a6asXuUFFFFIAooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr2HTbYx6Dpkik/NaRHkf7Arx6vbtL/AORX03/r0h/9AFXATLsW2aAHhW65I+6cVK8ZZdpIJYA5Heqtt95v8961pP8AVxVoIhEbRkGRMAsuD2PrmrNrGWQdtpOQP8/SrDf6lP8AeNS2330/65rSuMQAmM4xnqBj8KYVKKScZ6kDmpE+83+9/WoT99v9/wDwpsBHwPv9gDyO/FYV8peNi55IxW3c/ef6isW7/wBUP9+kgKmm2bNfWYVsAzR59/mr6Rr5+03/AJCVj/18p/6EK+gaie4woooqACvHtRiEGo3EI52Suv0+Y17DXketf8jDqH/Xw/8AOqiJiQrmNTjGKeFy4zznrTof9WKVetWFg3gueM4HbvSNKwXMZLAnpTo/9cP96o2+8aQWKVxIxUqPXrWJcAbnYjgd62n+4fqf51kXX+pk+tNAYk4E0hL8RjnHrUNjA2q6/ZWKYHmyrGAehyeakuP9WfpU3g//AJHvRf8Ar6SjoI+k0RURUUYVRgD2p9FFZFBXiGrWrWuq3cGMeXMy49s8V7fXkPij/kaNR/3x/IVcNxMwIysTBSTnJCk1d8wMmdvX+dZs/wDrF/3jWlH9xf8AdrQQqkCQ8dqtIFEgYgnHvVWP/XH61cHU0AStkyAkjbjp71XuT8p2kAng8dqsn7p/Cql13+gqQMa7OD0/GqLEr93luwq/edG/Cs8/61frVID3Pwchj8J6arfeMIY/Ukmt2sfwv/yLGm/9cFrYrB7lBRRRQAUUUUAFFFFABRRRQB//2Q==",
"path": "000421.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000422
|
Men Tshirts
|
{
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"path": "000422.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000423
|
Men Tshirts
|
{
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",
"path": "000423.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000424
|
Men Tshirts
|
{
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",
"path": "000424.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000425
|
Men Tshirts
|
{
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6UgsIzAdMc96YiFm5zUqx56ipQuKBiqoFONAGKHGEB96QDW54FRONrYqdOcVFN8ppA0R0UgPFLmkSFFJmlzQAlFFFABRRQen+eKAOA+J+q+Rp0Wno2Gk/eOPYdK8ju2/4lij1Jro/Heq/2nrM8ob92HKJ/ujgVzF8xFhGKgtbFexJ2MKgfiQ1NYfdJzUM3+uNAx1FJS0AFFFKKADGKKcRxmm0AFFJS0AFFFLigBKOldB4Q8OQ+JtXls57w2sUVu87yhd2AvtW6fhzBHqZaXW4hoi2QvTfhCfkJwBt9c0AcCelNru/+Fdga3f282swR6XaWyXTX+3IMb/d4HequofD+401dckfUI3i0yKKZGCH9+kn3SPSgDkB0oxXbwfDm5n8YQ+H1vk3SWi3TT+WcICAcEfjUejeAxqUusC71aGwi0ycQSSyRlgxJwOnSgDjaK7uL4ayR32sQ6jrNtYw6a0Yad0JVw/INLpfw3j1W0luofENmsP2s2sEjKds7Y4wfegDhQM1HMcCu40fwEbqS7Gq6lHp6w3n2FPkLmSb0+nTmuP1qwl0rVbqwnIMtvI0bFehINAGchzJmrR6VUiOXq03SgD2n4Raz9r0KbTJHzJZvlAeuxv/AK/FeiV87/D/AFkaL4utZZGxBOfJkOcYDdD+eK+iKtEtahRRRQSFFFFAEkKbpB6Zqe6A87aOiqBS2qhTk9FFRSvukZverSAmi/1UXs2KjvP+PlxnipYOYSO4Oaiu/wDXk+wpMpEIFSAVGDUqc0hdSVRT24WkSll4WmhkatzUjRiaPy2JJP3T6VAp5qxGeV+op3CxTNrjnn8KTawG0tx6EZq0xJzUEtFxFNtOhd/lYqT6CrqQRxLtiG31Pc02IGpsmncQ1VUe/wBBT1BTc4PPRfakyac5yq/nSbGVHjwMnk+tORRjmkdiXxUijjFK4xeKdigCikADrSXJxGo9TTl60l3/AKtaYFe0cmYA8iprxRsXjmq1pkXIq7dD5RQDKK9MelLSEEHNLSZIUUUUgEopKKBXFrH8UamNL0C5mB/esvlx/wC8f8mtfuK8q+ImurdX62MLZjtgQefvOev5UMpannepSb7oAHIBxn1qDUT+4C+lK4JnUnrmo745jP0qCyPTjmN/Y1FNxKfrUmlnPmD2pk/+uNABRQORR/nmgBacK3dF8Fa/4gsTeabZedAHKFvMUc9+DWRc2s1jdy2twmyaFyjr6EUgIzyuOKYaf2pAjSMqIpZmIAAGSTTAZQK1/wDhFtfH/MGvv+/DVHP4f1m1heefSryOJBlneEgAe9AGdRRn3ozQB2nw1Rm1TWCiliNJuMBRk5xXV3U+p6NpmjmPS0vrSDQEXUrSXg7C/HHXOa8w0nWtR0K7N1pt1JbTMpUumOVPbmty08QeME1RtYhlv5bmWPY0rQF1dPTGMYpAd0fD0UWn+KrLRoJR9usbSSK2d9zRlznbz2GKm8TIxsvFsCrlxZ2EZUc49q8+g8ReMbHVrrVI/tn2q6UCZntSQwHTjGBjtVKDx34jg1efUVv/APSZkWOTfGpVgvTK4xkUgPXxbmDxdruoC6htfJsrO1SaY4VWIBIz64GKjtbWxtNR8XJqluZbK51a2G1WxnfjB+mcV45d+KNYv7e6t7q8aSO6uBczZUZZxwDn29Kmn8Wa9erLFJePJ9oljkcKgyzpwnQZ9KYHqVzqKraeOLjV9M/tBV1GK3NrGSNyqMJ0596yfDkTv4S8MpHCwWTxGX8sLnaB6/T1rl4PGnjPS57y9DTRtcusk8klpwzAAA8jA6VXtfiF4ls7aWC3vkjSSR5WIiXIdjkkHtQB1ltavH4m1/xVdpNLZWN9KbW3QFvOuegwo4465ryvU7ia6vbi5uSTPK7PJkc7icmus0zxZ4u0zTPs9nNdR2+5pd/2fOS3JbcR3rj9QleaSWaRizuSzMepJoAqw/6wVceqduMyD2q41MBoO1sjgjpivojwLr41/wAMwSs2bmD9zMO+R0P4jH61869HzXY/D3xKvh/Xgs7lbK6AjlPZT2aqTE0e/UUgIZQwIIIyCPSiqMxaegy3sOajqwoEUG5vvOePpQhj1bbA2erVCTxSucx+1R54FWBdiJWQKOhFMux+/wDwFP6Op+lJe/64fSkxoqipEbmo+M9KevWkMtxcgUlwDspY+1Lcf6ugCmD81WozxVPPNW4j8tDAMY3fU1BKcmrJyd/1NVv+WmKEDHKMLTu1FJQAuac33FP1pmadMcRKfY/zpMCqOZKsAVXi5NWV5oAXFJ3qRRUWfnoAcPvU26yYRTscg0245hpgVLQ/6SPSr8w3ItZkJ2zqfetR+RigRTkX5KiU9u4q3jcpHpVI/LKaGIfRSUVIXDNGaTNGaYjA8VeJ7fw9YEn5rqRT5Uecc9ia8Jn1Frm9zMSJGJLZ7t3Nd58UrWePWILpgfs8ke1T2DDqK88ni85cgYdeQRUNlxQsmPOJqC4BaM01bknhhhh1p7MGjpFFbTGPnSr7UXGPNNJp/wAt5MP9mln/ANaaAEU/LTs00dMUv4UAe8/BR93g+8U/wXh/9BFeUeNlC+OdZUdBdN0r1P4IMP8AhF9RU/8AP3/7KK8w8eLt8eazn/n5Y/yqI7sDnm6V6F8JvDMeq6xJq90A9vp7DbGRw0hHB+grz08ivY/goP8AiT61/wBd4/8A0E1TYHodzeQ27Bbm4iiJ6eZKFz64yaryC3v7SSMsk9vKpRtrBgQeoyK8R+KdxNN46uIpHJjhiRY1/ugjJxXRfB+8ZbbVbaSYCJNkiozAAHnJqQOC8UaL/YHiG60/cWRCGjb/AGTyKyK674mOr+N7lkZWHlx8g5H3a5IAmrQHR+B/DT+KfEsNici3T97Ow7IO31PSvpWBo4LdY0VYo48Ii8AKOwrxT4JLnxRfkE5Fn/7MKt/GXULlNTsLBJnS38ozFFOMtnGal6uwHsbyBlysgIxzggj8a+dvih4XXQPEv2u2AFnqGZEAH3H/AIl/rWn8JNSu08WyWQnY281s7SIxJBK9D7Vo/G9sJooJHJlx+lGw7N7HkwNbnhFPM8YaMp73kf8AOsNa6PwJH5vjrRF/6e1P5U9AaaPozxRpv9r+HdTsCMmaBwvHRgMj+VfKjqVLIwwRlSPevr8sTLkdjmvl/wAZ6UdK8a6pZAYT7RuT/dY5H86Qj3ecm2+HbKTwmlY/8h18u3X+r69R3r6f8VH7L8Pb8H+HT9v/AI6BXzBe/wCqFCAS0HU1Z7YqG3G2HPrUoYGqAic7TS53x4FNdS0mBTwFjGBQB638PPHuVg0TVZBlV2wXDHrjore9ep5r5t8L6Be+IdXjt7RDsRg0sh6Rj1PvX0fGojjRASQqhcnvgVSM5Kw88KzYOAKW7l3zRopBAUYp8TY5B9iKqToILn5Tx1FWgRbmOyNUHemL8xH1qJpPMYH0FTwD51+tMZdbg/TFJe/6wfSnSck027++PoKARUpR1pDxQDSGXoOcU+4H7umW3IFSXA/dmgDNPFWYTlaqseantz2oAsg8uP8AaNVpOJM1ZHJf6mq7DdMPakA4mkpW4puaAENOuf8AUoP9n+tMPUU655jX/cH86AIYqe9zBbvGs0yRlztUM2Mn0FZuqarHoulSX8yFoomQPg9FZgCfwzmuG+I+t6ZqvguG7tY5prr7QUtmjJDRSKeScfhimkJs9MGpWJu5LQXUP2iNd7xbxuUepFVpNVsI4Fu3vIFt3OFlMg2k/WvMPhPaot5rNzrkFw2rGESNLKCcwkdveuJt7SW+183SWF2vha3vwWhJJCgnHQ07E3Z9IrIskYkjYMhGQwOQRSSn9zXNar4z0jQr+10hfnuJdqpEnG0HG0flXRyn92RRYZRU/MD71qseAfasdTkj61qn7o+lBQ1D+8IqvdpsbcBkU8nDZqwQk8HzdqBFHPzYPWih1zIcdKSpZLG0UlFAjN1/RYNe0mWyn4Lco/8Adb1rw3VdHvNFv3tbuMqy/dbHDD1Br6ErM1vQ7PXrI290nzAfJIB8yH29qTVxqVj5vv4Sh81ePWoIptw5rsfEXhi+0OdorqPdA33Jl6N/hXG3MDW0hKnKHp7VBoncfanF9J6FKdN/raitmzPn1WnzHMooGApx6GkFLgsQACSTgAUAlfRHuPwQIPh3VUHVboH/AMdrzj4hLjx/rOevn5/QV6P8GbS50/TdRjvIXgaeRJIlfgsoHJxXnvxHGPiBq3TmRT/46Kzi03oVKDjuctjivXfg3MkOkay0jhEE8eSf9015KOlek/DRDJ4d1wL/AAzRMfyNFR2jcujTVSai3uc/8TgZfH94IwZN0cZAQZz8vtVbRfB97fRieeVrSF+gGd7D6V3V1PY2Er3tw8UMkn3pG+82B2riNW8Y6hfySRacrw24OC6jc5H17VzRq1KukEerLCUMO+abv5EniPwvY6TpX2mKeUzBgMStneD6D2rkaknknkci4eV2HaQkn9aZtIxuUgEcZFdME4q0mebiJQqTvTjZHovwxjeFb+9jLLISsQIOOOtHxZMv9saWJjmQWfzH33Gtz4X6f/xKbZmHE8rSt9BwKPiLoFxrvjG3WMiO2itR5k3XHJ4HqawU7TcmdNSm3CNOC1OX+Ge+11i61NGXMMXlbCOu7vXW+KNV02S3S51xYpVTiNTHuPJ5wK5jwxpsmmeMtQ06KUyRpbFmJGCwGKh+IVtd3cumxWsEs3yvuWNSccjGazm3Kpq9DtoQjCg5KN5IvRWnh7xLpN19gtEhkjBGfL2srY4NYPw3TPxD0YHqJiT+ANaOnW7+EvCd5cXWEvLoALH/AHSRgD696p/DBS/xC0vPVWZv/HTW1HquhxY21o3Vme/3mpCy1rSrViNt7JJGM+oXIryn4w6T5fibS9RQcXQWJ/8AeVhj9K3/AIpao2lS+GrxDhoL4y/kBn+dbHxC05NZ8NWt3Dz9nuYbmMj+6SM/oa3R5wnxJfyvh9qQHGYkT9QK+Z7/AO6B719I/Fc7PAt6o6GSMf8Ajwr5uvOWX600ApO2JQfSlQlsYo8t5CMjirCoI1xjmmAw8VveFvCN94ovtkIMVqn+tuCOF9h6mtvwl8OrvWnS71NXtbHOQMYeQew9PevZrGxtdNs47SzhWGCMYVF6U0iHIraJodj4f09LKxiCIOWbHzOfU+9aVJRVkXuPVtpzT7mMSW6yL/DUOakjk25DcqwwaY0yBOasRsFYGotojkZc5x09x2NODc0yjQLZGaW6+8v0FV0fKH6VNdnlP90UAiq5xSjkU1jSL1oGaFrUs/8AqjUFp1NTz/6qkBlt1qa3NQNyT9akhPNAF5ejfU1Eo/eE0/oH/wB401eppANbpUY61I/AqJTkmgAPLc1JOMxJ/uf1qH+Opp/9Un+5QIoXFnDqFhcWVwu6GeMxuPYivCbp9c+EnieWC2b7Vp8g3p5yny5FPv0DCvf4s5pbuxtdRtmtry3jngcYKSLuFMDgtE+NHh29tj/aMclhOF+YEb1+gI7Vg+IvjXaxedBoVgZj0jnm4UH12jrXU3PwW8H3ErzLFew7jnZFcYUfQEdKdp/wr8KaTd+dFZSTyD7puJd4B9cYFFwscN8MvDOoa/4mPivW0coGZ08xSPMfsfoK9qlPGDU0YCoqqAFAwAOgqCbhqLgZyHJArWz+7GfSsdTmfHvWqD+5FMBjfeqU/LEMHrRFHvOe3rUFxMGcqv3RxQ3YRG7ZJAplJRUkiUUlFMQtFJRQBFcW0F3A8NxEksTdUcZBry/xf8OTFE93pW54gNzQYyV9xXqtGaTVxpnyuqeRc7W4wcHPrT5Vw4r1P4j+CI2VtbsFEZVg1xEBwf8AaFct4TsLC91ie2vYEm3RfIG7c8496ym+Q6aMPay5UcqgLMFUEsTgADkn0r0rwr4SjsBHfX6K12RuSNukQ9/eptH8IWWh39xqU1wskcfzQ7/+WY9T6kVg674lvNeuv7N0dZPJYkZj+9L7+wrjnUdX3Y6I9alh44f3p6voj2DwnPZ317dtDOsslphX2ngEivJPiHDJP8Rr+GMbpJHRVHuVFdz8H9LvtIg1eC+tmgMjRumcYPBzXL+NtK1S48eXuo2NpJLEjowkTGDgDpV07QjuclRVK1a7iY7eBNZA4WBj/dEmDXd/CvTLnT7fW7a/t2jLtHgN0YYOcVBreqT2Xh+XUbdcSlVI3rnaT1yDUfgnxPc6ikjXAUSwMA0iDCup9e3FZxqzludtTCU4O0d9yp8TNH8ux8yMMxgYOmOu1uCKh+GvnaRZ6lPcWzL5+wQh1xuxnnntzXd+IUEkUc6FGCkqQCDkdaqW8NrYabLqepSK0MKbyM54FQpyT5IGrp0pQVao9jgvHlraz20mqSYS+ZlVcNgOOmMVZ1CCDxF4KjuIY1EsMW9Ao+4y8EflXC63q8ut6xcX0nAkf5EHRFHQAfSup+H14XS+01+YyvmqD+RFaThKML3MKFSlVrNKNkz0bwgBBpkFrDw66eHA/wA+5rn/ABX4hn0O0jaOPfczkqrOCVUjqT7+1KfEaeGfF2lvKcWU8Bt5hj7o3DB/A10ciGaeS2WJZ0Z8gFA4+ozWN9FJnRZ884xdrWOE+GC3Wp+LNQu5g0hNo4lkI4DEjArrBkOVz8w7Z5rstJ04aZaHMEcbTZZ9i4z9a8b+JBntLyz1OxuXQBniEkTdcnIrSrD2lraGWEreyU76nPeNrm+fxBNb3DyfZ0IaBG6YI5I9a0/hTz8QtP8AZZD/AOOmn2MyeNdBks7ll/ta1G6OQ8Fh6/0NL8LIZIPiPZwyoVkjSVWU9iFNdFKyXK90cGMi5P2qejOt+Nh32WjDHPmSZ/IV2XgDUF1zwBp/m4dol+zyA85Kn/DFcX8a2/0fRV7l5T+gpPglqhEmp6Qz/eVbmJfccN/StTiOj+K7H/hBroH/AJ6R/wDoVfOtyPmQ+9fRHxaP/FFXAHeWP+dfPMylhgdaEBYA4A616d4D8BrKseravFleGgt2HX/ab+gqj8OvBUl35Wr6tDtt0O6CJx/rD2Yj0r14cDHpxWqREpC9OlLSUVRmLRSUUALRmkooAZNuKh0++vT3HpSwTpKvOFcdjTqjaJWbdjn2popMvRZIx61PeHDoPaqloSHCsDyetW70EOKGUioxoU8U1+BQvSgZoWX3jVmcfuqq2R/eYq3P/qzSAySOTSxn5qD940icZoA0F5Df7xpAANxpQACffB/SjHDUgIX+7USHBqWXoBUQFADT97A61POP3Sj0Sq4+/VqYblX3QUCK8R4qynUVVi64q2nagCx/BVGQ/PV5v9WaouPmpgSL2qCb79TLxUEx5pgZyf8AH2341pQgsgz+VUI0LXZ471oPcLbptXmT+VAh1zMIk8tT8x647VQzSFixLE5J70UiWxaKSigQ3ijim5ozTEO4o4puaM0AO4o4puaM0AZ3iJBL4d1BMZzA3FeLeFwT4vtAueN2fpivcNTw2lXgI4ML/wAq+eBez6fqK3NtIY5UyA2M4zwaxqxurHVhZ8k1I9Y1qyl1TQbqxt5FWWZQAzHjryDWfo+iWXhewknuJoxKRmW4bgAf3VqTRdS0e3gsdNt9RSe4lBOTyXc8nJ7Vy/xDju11WNnkZrORAYl/hVh1H1ry4Qk3yN6H0latBQ9sldm/pOtf8JJ4gJgMkVlp8ZYfMR5rHjLY7egqmfH6nVVhjtB9l8zaZGY7iM4zWd8Np411G9tZGw08OVHrg8/pUkXgW+j1tMtG9ksgfzN4ztBzjFayjFSakc1OpUqRU4dXqdxc+RcOLCZBIJYy+xujKDVDUrIXWg3dnpMkELlSAIgPxXjpmszW9WS18a6XGjcRr5cgHbfxg/pXP+I7q68P+K7mWyfyzNtlIxwfUfnWcKT0szoq4mHK7ryMPS72fTdctnmeVRHKEkRmPToeK6LxToepXmrq9gkskM6jcA52gj15x6Umr2Nv4n0k63p4CXyL/pEA7kdf/wBdbk2spZeFbfU2QyEwxgLnGWIxzWlSTUk4rUxw9KEoShUfu7mXo/gaOLEupkTP2hTO0fU1pLb6bpXinTY7BY4pLiN0ljQ5G3GVP1yK4nUfFWq6nlXm8mI/8s4vlH4nvVC0upbW8huoyfMicOMnritPZVJ3cmYPGUKbUacdjsfiFC3n2Uh+5sdfxzXTLY397p2lC01OayVYk84xMQzjHauI8R68+uWdm5txCu58hWzk8Vaj8X3KeGWtUCLcRKsSyg8lT1IHqKl0ZciSK+s0/aSk9mW/GeuappV8lrYa9emKSL95GZ95Q9MZ96luYY9T+F6MGBMEAcHOcMp5FefSsSSSSWPJJ6mhNQni06exWRhFK6uVDcce1buk2lrscUMTGMpaaMn0TUW0rV7e7UkKrYceqnqK7DxHrI0rX7HV9Euo1vDE26WPDZB4GffFcAlTpVuCcuYyWIag6fQ29b8Uav4kEP8Aat35/k58v5AuM9elQ6Lrd/4f1Fb/AE2YRTqpXJUMCD1GDWdRVnOdNrnjzXvEOnGx1CeJ4CwYhYgpyPeuat4/Nu4Y8Z3uF/M0lafhqFJ/FOmRuu5GuEyB35oBn0PEojhRAMBVAGPTFP4puaM1sYXHcUcU3NGaBDuKOKbmjNADuKOKbmjNADuKM03NGaQ7lq0cfaUUjOTWhfp89ZdpzeRf74rZvl5pPcuOxlOtIvAqZ1poWqKJ7Q/vRWhIMxms6DiUVot9ykBksMMaao5qWQfvDTOjUCRdB/eD/cX+VOAyD9ajBxMP9xf5VJ13fWkMgl61Dnip5RxVduKAY3jdVtvux/7v9apZ5q2XB8tQeQvP50CIR8r1aj5xVZ/9ZVmHoKALJ+7iqMnDZq8w+WqMvOTTAcvNQTfeqZelQzj5qLgUwxWQsOuaQnJJJyTSOcMfrTc0yGx3FHFNzRmgkdxRxTc0ZoATNGab+NH40CHZozTc+9H40AOzRmm/jR+NAEGofNpt0PWJ/wCVfN10czN9a+kL7/kH3P8A1yb+Rr5uuP8AXN9aiZrTGwyvbXEc8RKyRsGUj1HNeralbx+LvCcc0OPOZPNj9nH3h/MV5N1Ndd4M8Sy6aXsHi82JyZE+b7rdx9K5K1NuzienhKyV4T2ZzFvcT2N0k8LtFPE3BHVT3rrv+Fh6k1ttFrbrNjHm8/niuTupPOvp5doXfIxwPrSLWjpqSTZgq86Tag9CdrmaW6NzI7PKXDlj1zXY+OTZ32jWWoo6GY4VdrDJUjnP0NcV0NRS8Ch09U0EK7jGUXrcW3vrqx8z7NPJGJF2vtP3h710EGrJc+BLmwkiLPblQrdsE8H271y7VLBceVb3MWCVmQL16EHOaJwTsFPESgmrkS9qlXFR5p61oc9zSlx/ZFpyM+ZJx+Iqp2pB90D0p38FAXuVpOlVj96rUg4qqepoAkSpFqFDUwoAkFLTV60+gBK1vCp2eLdKI6/aVrJrT8Nnb4o0s/8ATyn86EJ7H0PnmjNN/Gj8a2MB2aM038aPxoEOzRmm/jR+NADs0Zpv40ZoAdmjNNz70Z96ALFmf9Nh/wB8VvX3SsCx/wCP6D/fFdDfDipfxGsNjMYZpmKlYc0zFUUOi4kFaX8B+lZ0Q+YfWtI/cP0pAZUv+sP1ph+9Ukg/eGozw1AieKQSTDA+6oFWscH61StVxN7dqvspwaQMrS9Kqt3q1LVV6YER7VLBzcuexA7+1RGpImw2KBlhlO8HFTQcnFN6rmlg++aQi0w+WqMowSKvsPkqhMPnpgIPu4zTJugp1Nk5QUDM1j85+tJmkf77fWk/GmYvcdmjNN/Gj8aBDs0ZpuaPxoAbRSZozTAWikzRmgBaKTNGaAIrz/jxuM/88m/ka+bp+Zn+tfR98f8AQLj/AK5P/I183zf65/qazma0yIdasWlw1pcJMg5U8j1quOppRUGi0JS2+RmAwGYnH1NPWol61Ip5oAkBqOXBBqQConFAEJwaTHFB4GaQHNCAUVItMWpFoAkBp/8ABUajinj0oAhl9KqHqatTcVVPWgByVMKhSpR2oAkXrT6Yp5p2frQAVpeHv+Rk0z/r5j/9CFZtaGgnb4g04jtcp/OhCex9DnqaSkzRmtznFopM0ZoAWikzRmgBaKTNGaAFopM0ZoAtWH/H/B/vCuhva57Tj/xMYP8AfroL2ofxGkNig1Mp7DvTaosdH98fWtE/cP0rNj++v1rTHMf4UgMuTlzUL1LL/rD9aibpSES27YkXFabfdFZMJw4+tap+6KYmVZKqSjmrclVZetAyCnJ98U2lHBBoYF8f6rOaIT89CE+T0pIvvUgL38FUZh8xq8Pu1Tm+81AEHRc0mcqRTl5BqJeCRQMzXP7xvrTaWTiVvrTc1ZixaKTNGaBC0UmaM0ANzRmkzRmgQuaM0maM0ALmjNJmjNAEV3zZzj/pm38jXzhP/rn/AN4/zr6PuD/o0oP/ADzb+VfN9x/r5P8AeP8AOs5mtPqR0tJmioNR69RUy1CtSjrQBNUMnfipBUcnSgCuTTO9PbimigBy09TTFpw60ATDpTscUwdBUnagCCfqaqHrVub7tVKAJE61KO1Qr1qVetAEg606mDrT6ACrmkOU1qxPpOn86p1a0okazY/9d0/mKEJ7H0TnijNJmjNb9DmFzRmkzRmgBc0ZpM0ZoAXNGaTNGaAFzRmkzRmgC5pnOpQf71dBeVz2l/8AITt/96ugvKl/Eaw2KbUw04000yx0f31+taQ+5+FZkX3xWmv3PwpAZc3+sP1qFulTz/6xvrUD/doBBGfmFa6n5B9Kx4+orXXlB9KBMryVTl61ekqlLQBBR3opM80xl6I/uutPj+9UVscpUq/epAy6vK1UuOGNWo+lV7k4BpCKy1C3ElTR81BJwSfegZmzH98/1pmadKf3rfWmZqzB7i5opM0ZoELmjNJmjNACZozTaKYh2aM02igB2aM02igBlz/x6zf7h/lXzhcf6+T/AHj/ADr6Pm5gkH+yf5V85XfFzKP9o/zrOobUupAOtLSLxS1majlOKmHaoRUw6CgB470yTpTxTJOlAFdqYDintUdADxTxTFpy9aAJxTx0pgp1AEE1VT1q1N0qr3oAevFSioVqVelAEi0+mJ1pzHmgBas6dKYdWs5QOUnQj8xVYdKktT/p1v8A9dV/mKEB9GA5GfXmlzTAeKWujocg7NGabRQA7NGabRQA7NGabRQA7NGabRQBd0r/AJCcH+9/SuhuzXO6V/yFIP8Ae/pW/dHmoe5tT2KxFNPSnc0xu9MsWL74rUA+T8KzIRlxWl0SkBmT/wCsP1qBzjFTTf6w/WoJO1IBEOGrYT7g+lYy/fFbEfKCmJoil71Tl6Crk3U1Tm6UAQU2nDpTT1pjLFscZFWV+9VOA4arickUgZbQ8VXuvuk1YTpVa6+7QIgjOKhlHUe9SoeDUb8lqQGTL/rW+tMzTpv9c31qOtDB7js0ZptFAh2aM02igBM0ZpKKAFzRmkooAXNGaSigBsxPkSY67T/KvnS8H+lS/wC8a+iZzi3lPojfyr53u+Z5D6sazqG1LqVfSnU0DmnVmajh2qZe1QipV6CgCSmP0p1Mk6UAQP61FUpNR9qAHAgCnqeaj7U9OlAE4p9RqeKkFAEMo+U1VPWrUoyKqnrQAo7VInaoxT1NAEmeadTRTqAHA8U63P8Aptv/ANdF/nTBToSPtMRP99f50ID6NB4pc0xMbF+gp1dHQ5Bc0ZpKKAFzRmkooAXNGaSigBc0ZpKKYF3Sj/xNIP8Aerfufvmuf0r/AJClv/vV0N0Pm4rOW5rT2K1MendKY9M0JIP9YK0T/q6z7b74rQb/AFZpMDKlPzn61C9TSf6w1FJQAxPvVsRcoPpWMpO6tiH/AFIoBjJu9Upvuirsw4zVKU5FAiDtTDTz0pppjJIfv1dTqKow/fFX07UhFpOlV7ofLmp0HFQXH3SKAKsfWmH7xpQcPSN1NIDHuDid/rUeakuf+PiT61FWiMHuLmjNJRQIXNGaSigBM0ZpKKYhc0ZpKKAFzRmkooGRXR/0Sb/rm38q+erofvW+tfQd622wuG9ImP6Gvn25OXJ96yqG1LqVD1pVpG7UmcVmakg61KpqEGpUOaAJaY/INPprdKAKxHFMp7H5jTSOaAEzxT06UynIaAJ0NS9qhSph0oAikHy1VbrVyQfLVNutAAKcvWmLT160ASCndaQUooAdRF/r4/8AfH86M0L8sqEf3h/OhAfRcR/dJ/uj+VOzUcDbreMg8FFP6VJXQtjkFzRmkopiFzRmkooAXNGaSigBc0maKKALulf8hS3/AN6ukuutc1pR/wCJpbf71dPd/dBrOW5tT2KJpj081G5oNCa2+/Wg3+rrPtf9YKvsf3dAGVJ/rDUTmpZf9Yahk4oAaPvVrW5/dCshTzWtbHMVAMWcfLVGSr8wyKoSd6BFc009KeelRnHrTGSxH5hV+PoKzYj8wrSjPApCLSnAqCbkHipl6VFIKBGexwaCciiVeajzQUZdz/x8P9aizUlz/wAfD/WoqtHM9xc0ZpKKYhc0ZpKKAEooooAKKKKACiiigZV1M7dKuz6Qv/KvAZ+pr3rWW26Len/pg38q8Fm61lU6G1LqVH6U2nv2plZmo9amjqBPSpo6AJhTX4FLTXPBoArsO9MqRqjoAQ9KclNPSlTrQBYTqKlB4qFe1TL0oAY5+Wqjfeq1Iflqo3WgAFOHWm05e1AEq9KdTR1pw60ALTkH7xP94U0U9eXQd8igD6Gt+LaIf7C/yqSorYbbWEHtGo/Spa6VscgUUUUCCiiigAooooAKKKKALml/8hS3/wB+upvPufjXLaX/AMhS3/3q6q75Q1nLc1pbGc3Wo24NSE81E/NBqWLX/WVff7lULQZetCT7lAGXMP3hqvJVif79V5OtAEY61q2v+rrJB+etO0OUP1oAsSfcrPlGAa0ZOUrPmHFAFY0xqf2pj0wFQ/NWjAcqKzUOK0Lc/LSAuKeKa/NANObkUhGfcLiq+OKuXAqoR1oGZN1/x9PUNTXf/H0/1qGtEc8t2FFFFMkKKKKAEooophcKKOxNLtIGSDj6UBcSilIIOCCPqKNrEkBTx7dKBmdrpxoN/wD9cG/lXhE3rXvGuKToN/wceQ2fbivCJhkVjUNqWzKj80ypCOKj6dazNRy1NH1qJKmQc0ASZpknSpMVHIaYEDU3GacRQOKAI2pU60OKEHNICdamXpUUY4qdaAIpOlVD1NWpelVSOaAEpw4po607GaYEoPFLTRTqQDxg1JGP3qf7w/nUQqeAZuIv98fzoQH0FD/x7x/7g/lT6ROEX6D+VLXStjkCiiimK4UUUUBcKKKKAuFFFFAFvTDjU7f/AHq62f5ojXH2Lbb6A+jiuxfBhb6VnLc1p7GW3BqNqkeom6GkaFmz+/Wg/wDq6oWQJar7D5KBmZOfnqtJVif/AFhqtL0oAhX71almfkNZa/erTsz8poBltvu1Ql+6avtylUJwc0CKvamt0p1NamMavUVdt24qiPvVagbHFIDSSlNRocjipAc0AV5l4zVJ/vYFX5xlcCqZQqpJ60gMW7/4+XqCp7sf6S9QVqjmk9WFFFFMVwooooC586f8LP8AGP8A0GP/ACWh/wDiKB8TvGIB/wCJx19baL/4iuRorl5mdfKux00nxC8UzXlvdyaoWmt8mImCPC5BB424OQe49PQVDH428QwtK8V+EkmDLLIsEYd89dzbck+5PGTjrXP0UXYcq7HR2/jvxJZwzQ2uoJbxyjDLDbRIOmMjC8H3GDwPQVE3jPXXtbe2kuYJILcEQpJZwsEBOSBlOmf6DoKwaKLsLI338a+IJBBuvUJt4TBEfs0QKoV2lc7c9KyzqV2WZjICzDBbYucexxx+FVKKVwsif7ZP5ZTeADjOFAJxnvj3pwv7kYCuqgdljUD8gKrUUDLf9pXf/Pb/AMdH+FL/AGrej/lt/wCOr/hVOigC7/a19/z3/wDHF/wpDql4es3/AI6P8Kp0UAWv7Su/+ev/AI6P8KP7Su/+ev8A46P8Kq0UAWTqF0esv/jo/wAKBqF0Okv/AI6P8KrUUAWxql4P+W3/AI6P8K6e0V3tIZWOWZFJPuRXG17Zofw/F94f025/tEoJrWKTaI84ygOOvvTSbE5JbnCTLyaqsOa9QPwxVmy2qN+EX/16u2Hw10m2kD3ckt1/st8q/pVckiPaRPI4oJZn2RIzsf4VUk1r2/hPXbgBo9KuSp7lcfzr26z0yx09AlpaQwgf3EAq3VqmQ6vZHhreDPECjnSp/wAAD/Wqs+h6lZkC50+5jJ9YzXvlHXrR7NB7Z9j54aJoz86sp/2gRUtonmXUKg8mRR+te+y2tvOu2WCKQejIDVFfD2jpL5q6bbBwchhHzmhUx+1XY0xwAKXIpKK0MAzS5FJRTAXIoyKSigBcijIpKKAFyKMikooAfG+yVX/ukGupTVLSSAATKGx0NcnRUtXKjLlOhkmQnIZSPrUZkB/iH51hUUuUv2p1NlJGGO51H1YVfM0O3/XJ/wB9CuHoo5Q9qdDcSr5zbXUj61WlnTHLr+dY9FHKHtWaSzRbh84rUspYtv8ArE/OuZoo5Q9qdoZIyvDA/jVSTGDuI9sGuXyfU0bm/vGjlD2ptMwz1H50jMMdR+dYuaMn1o5Q9qa24Z61LG4DfeFYuT6mkyfU0coe1OqhkQjO9fzqyGjx95f++q4zJ9aXJ9TRyh7U6qR03/K64/3qhupoVjA81M98GuazRRyg6tyWeRZJ2YdD0qPIpKKsyYuRRkUlFAC5ozSUUAfI9FFFch2hRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfUPhT/kT9E/68IP8A0WtFFa0t2Y1tka9FFFbnOFFFFIYUUUUAFFFFIAooopgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQIKKKKBhRRRQAUUUUAf/2Q==",
"path": "000425.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000426
|
Men Tshirts
|
{
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",
"path": "000426.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000427
|
Men Tshirts
|
{
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",
"path": "000427.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000428
|
Men Tshirts
|
{
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",
"path": "000428.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000429
|
Men Tshirts
|
{
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",
"path": "000429.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000430
|
Men Tshirts
|
{
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",
"path": "000430.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000431
|
Men Tshirts
|
{
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",
"path": "000431.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000432
|
Men Tshirts
|
{
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uZZWPmnAGMHPHeu6nh4w13ZwVMRKWnQ059QjUMsXzkcZzgVlzXDTOCzknsp71B95OrN/tLkU/JDkcFf1/lW5hcbk4fome/Y+9Q6Oc/Em3P/UHl/H98lTA/KxTnno/H9OlQaMMfEi3/wCwPL/6OSqj1IlsegUUUUCCiiigAooooAKKKKACq9xdw2y5lcD0Hc1Q1DVPLLRQEbh95vT6VhySu5YsxLHqT1oGkad3rbvlYP3a/wB49T/hWPJIzMWJLE9STkmgnjFJSuWkRdTwKcvytg/nTsCkxxzSHYlGCDnB4wQRn8D61Wk021myVJt29ANyfl1H61Ippwfj/GonTjNWaKhUlB6MzZdDuCCImil9lcA/kcGqg0K7LEG1kHbO3Nbh2k9qaQMnH6Gud4SPQ6FjJrcxjoFyFP7kL7uwX+Zp0WhQIc3U+/8A6Zwd/qx4H4ZrUKL3IpMAZzzVQwsE7vUU8VNqy0GqEWIQxRrFCvIRRxn1J6k+5o2qB0zS846Y+lGK6UraI5m29xNgJ96UDHSlA7dqUCmIekrRkEEgjoQcVrWmuzREJN+8X1PWsjHHvTaVwaO1tb2C8XMT5I6r3FWq4SKV4XDq7Kw5BBxXTaXqq3i+XJgSgf8AfVMhqxq0UUUxBRRRQAlebaMzrfeINmP+QxPk9+iV6SehrzXRSftviLjI/te4/wDZaa2F9pGurpJudCWPTJPBpQdpABVT1IXv60xkVgWBwvcZ5H+eKUMx6qVH05H1qDUcCBuIGxj/ABHOOnWhuWUuCxwcEA/jTPlZDtyw7hjRuwxAbHH3R3oAUAlWPDei/wBKCQCpbIPQAYGaTA2twUzn5uufegEhVYAP0yTj86AHZZid23H8Iz1Hv/n0qRLh4gHy6c4wf61FlQ4BySRwM8UBW+bLqx6DH8uaBF+LVJQP3gVh144qyL+2lAWRcZ7MM1jMcqGkQ8dgckfl2pBt3byzKCMgHoT/AJ/QUikzVaw025OQEU/7J21A+gRkfuZ2A9GANU1ZgxO8EA4HHP409J5kXdyG/uhs5+lQ6MHujSNWa2Y6TQpkUlJUb6ggmszG0ssiFWBwQwxzWr9uuFjzufJ4x1Ipr3koClsZzn5lz+fvWMsLF7aG8MVJb6mcB+NKATx3FaaageCYo+eCOcin/wBo848uPnt3qPqfmX9b8jNETH7qFvoDUq2NzIciJse/FXBqbkkBVJ9hmmDVJWQlZFIAySFzx9fpVrCR6kPFyewwaLcv1ZUHfuanTQFAzJMx/wB3AqA6jKylhMxUemMVC1wxBctI4PYnNXHDQXQzeIm+porp+nW/LBWI/vHdTmvrWAfukAHTptFZJyASI2Oevf8A/VSlSp2hVKg885/Q9a1jCK2Rk5ye7L8uqSkDYCFPTauc/jVKWR5GIY7175OcUwcE/PhQOQAcigKOWG8kn+I/yz/niqJFGSx+YkelAG3JGSSedx/xoDAJgbUY9AADz/WkPI5Uk9ck9/zoEBI+VQwDddoA5pQPnLbACBjcOpHpSg55DZHTHvSDO04AVjye5oAT7yc8k/3xiodGI/4WTCB20eXt/wBNkqwV6uQCB3Jqvowx8SYBzj+x5cZ/67JVR6kSPQKKKKBBRRRQAUUUUAFVb6f7PbMwPzHhfrVqsPWZv3yx54Vc/iaAMdiSxBOT60yj+InPWkPUVJYh60uKOtLTGNopSKSgYUmPwpaKAGlaTA9KfRSsMj2jHajb70/bRgUahoR7PpShafj2pcUagRgYpQKXBoxSDQSignApATkj8frQFxCMUsTtFIHUkEEEEUtQu+G2/nTE0dzZXS3dssg6n7w9DVmuW0C72XPkk/LJx+I6V1NUZtWCiiigQhrzTRwRqHiEqMt/a9x16dFr0s15npAB1DxBgEsNYn/9lprYXU1lfAAJG4DgA08MpAzk4HXrUQOV7KTnAzn9D1oJ4PzEN9P51BpYkKbxwMHPOD/Om/MoCnBOOmeaRXBJPzZHf2/n6U8SMxzty2ec847UAMVgGYAkHPRun4U8jjLZPf5Pan7Q+AoABHU81GI85cDrzlf8KAFznGGwD2OeaXbhsiLr1Yd/rTNpIIO1sYJB60uflJwVxzlTn8DQAqkKSA5DD16jP9KTDMPmCOfQdCfbNCtu4V1Izgg0DjkITnqw5oAR9pId0YFT0BPAz3FNO3IdiQG42/wnj+v9KcCu7AZt2MjP9KADlgzK3vj+eaAAKBklzg9AONv+NIQ6qxMqknpjgE+9KQXGGRWPbvz7H8qMbiGMeXHbvQUhih8Z2qX7ev50uH4OFL45GQD+ffpQq5bf5b7j2/TOKUAhdyxkkjkDnH4dqBMT5xyu0k8tzt9+veghh0ZeDzn5f6c0pXGXEbFiOgOffpRtK8ogz3wf8frQAuCCDuHHXPB/wpC2GJ8zgdTjp75pvzIMIqKM9uP0pxGPusF74C4/GgAToWBZhjpgEZ/nSLgAsoPzDOGbpz79KXhv48nv0waNu3a2wj0zkfpQMQdNqlUOM4UUrAd1bnnJPp+P1pxDgYLYPYjn6UGLb1VSG4y3P0oFcZ9Gyo7AUqqdxOQT1xnJ6084QEbcknHPSmO7DgKMn5RjoPyoC4oAUjO3njOM/pQWEeTtWo3YrwI1yTj5jj+VNK7X/wBWTubr0OP69TQCQ52CsWKnce3Q/mah0Q5+JMX/AGCZf/RyVKMKwHzcnOcZA/OodD4+JEOWLH+yJTzzj98lVHqTM9CooooJCiiigAooooAK5nWW/wBNk/AfpXTVyurnN7Ln1xQOO5n7+Penbv5ZqFjhSabLLtQ46hakosg56emaDgHBIz6VBudlWOJgruAxbGdq+3ue351MiKi8DnuTyT+NAxaKKKAExzijHFLRigLjaKXHtS9KY7jaUD1o+lLQIbRSnrR0oGJTTinU0nrSYxjHj2qss2JXjP3lww91PH8xU7P2zj3qi/8Ax/x84JVlx+R/pn8aBGgWCxkmqkbFsseppss3ml9vK7vLXHcj7x/pTlUBcelAFi2mMM6upwVYMK72NxJGrjowBH4154pwa7XRZvO0yPJ5TKH8KoiRpUUUUEiHvXmejgHUfEHUsNYnI/Ja9MPevMtJAN94h5Of7Ynx/wCO0+guprLyCduG9M5zSYyMjaGxkdj69PzpQN3zbDuBOe/+elIMuu5VGecZPHr071BqgOCDl8Y6kcZ+pHtRkSDJ3fKep/pijJC/KVDAdsZI+n0NBOeVfBGCQpxn/PFA7CAbiCEYHpyc8fXtSoW2qwTB9ASRntz2pCcnIcghvdfx9+RRhGKv8wI6AjB7dBmgLEpcthsZ478jv3oONhIj/EHAqIBCQ+G3Benf6ccUmFDFwHzt5x17/hQKxOyoWI+bYRkkjp/Ok8vqyocZ6qeR6mo9+wk7m5AyMc+nSkEoUEFjtIHqcdulAWHliufmbBxjjP6Up4YE7Sc/KcHNIZgi/wCs+UAEMeg7dPrTvNODkoQRnJxj86AGn5WJwOOM7+PakyMk7W7YG4EfhTi2RgKpIGd3f86ZtUkgxjPXAPXigByhtxyrnj7vB/8Ar0BSScq5PoSDilJTBUIcYyBn+lICoULhsgdunc/WgQBfUMT1AYjigDvgA8feYmgsn91uh6ZPr3zSmVS2SOcZztzjr3P0oGIq7cYBGcdB7+5pQirgBWHfAGKQzZ2qXYnscEgfj+FN8zJUFmJ9QMgfj+FAWJG4U/KWYHgA4z2oARCSFLZ49M/jUSyE7QWYk9wMge+fwpEIG0bnbJ7cgfn9KB2JGbaCu37x4XG3I/wprEgjEfLNnLHbxmmptTAG/nkleR9eee3agYUYBfBBOR/n2oCwoBVlGxuvrt4/yaauxCAsbZOCSPl/TvS5VRgF+ckkdO/f8O1BAwRubkE56jv3oHYRAqBQEYZGTtGPb+nahdoXaC2cdRyPz7dKcCM4DsCBgE5P4Z/GgHnIfcwHU9T+PQ9aBCEnGC2WAPUc59j+VQ6Ju/4WTAC2caPL/wCjkqYnlsMGPCkdf0qHRP8AkpEHTP8AZEucHP8Ay2Sqj1Int8z0GiiigkKKKKACiiigArkL1vMuJH/vMT+tdTcv5dtI/oprkZDljSY0VXHBFUbxtgRmPBBVqvPwapXY327r3HzCkXYvWn3HJ6lsH6BQBU1YOn3rx6lDEdzRzJsYf3SASrfQgEH6Ct6gApQM0gbBpcLQNIbmgGlPtTee+fzoHYX8qPwoH1o696YhfypAN1OyvpTePSkOwuaaeaUtnrTTjFMVhTxUTnrQx4xmoXfg+1IBkko7GsW4vMaiqxtuljU7RnqW+VR/P8Aau3UwiQufujlvp3rmfDObudrp5RMWZn8wdGJ4Uj2CYx9aAZ19tbiONVByqjap9T3P4mpyvBpwxtAA7UHmgCHua6XwzOAZYCeoDD8OD/SudxitDR5/I1CEnoW2/geKEKWx2tFFFUZiGvM9HGL/AMQHcR/xOJ/b+7Xph6V5nowY6h4iKnn+2J/w4WmthL4jWJUkMSxOTjtjpTeCu/ad3PJP1PWlA5yrADuBke/TvSDjDguRg8Ywe/aoNgPKFgvOOp6dacdxU8AYxnvjt0ppA5cA5x0BweuOtKQQu4JkHHU4A49R1oAUHJYqVBzggYP/AOrkUitkhlddueQtKQ2c7BhjnDfyGKBlWHyDbkn5hn3oAarYwwYbccgDj8qA/Od52kYIxx37dc0oBBHTaAcZ5/XtxRg+igFTyPx70ANDEE5cbSO44z0+uaAxDsSy7CBzwAPxpQCCR8uCvX0z70ANlhgYxwe/1oAXOCwO3YQCD0x+P1pBksQUXGOMde1Jt3HYUA4yPX8qUqrqUKdAMfoelADdu4FChAA45z6Hp9aMAgrhuAO/0NL8uCpDKFA78dqMDBUO4IA56enfr/k0AKDxtywIHU9+/XrQSWBG9lbb1A6d+tLnjAdgwA5xg9u9NzknEg3464+n4UBYCdx4kO4Dgkfj16UMSeBJ8+MZxz69enelySTiRSwABGOT07dO/wCtJzltrqWAAIHXt26f/roAC3o434I5HP8Ah3pfm67xvCnkjnufp3pDu5+Zd2Ble/btS/Ng8ruwOPx/u/jQA0txgy5fBxkc9z1xjpSk44Mp3bTjI57nGelKu7BAZCwUBgP8M0HIBOVLAAEfl2oGN3dt7F8HGfz6496Uk7j85LAdx/Xv1pTkHICkgLkf/Y0ozyQF3cDjp09KBIbu+YgPlgPx6jv+P60A5JAcFhgE45/wpWDAEkKScA55GfpSNuwTsXJPfOOlAASeishPAbABPpyPrQdwLbdp5A9RQy7W5j6nHJx+VGAh4RjubrwCP85NACnIzhQcnuT7+lV9EUL8SocLj/iUTdsf8t0qZMLgbSCTn5eKh0NQvxHhAOf+JRL/AOjkqo9SJ7HoNFFFBIUUUUAFFFFAFLUzt0+X3AH61yjnk11OrnFg3uRXKsaTKiQueKozPtzVuU8VnXLcGkWjDvrg2sqOhf5ZAflO1ipYZANdqrgjGSSPUVwt6j3F3bxocM0qc+wbJ/QGu1Xcygjoe1AiTceT2FLvBHJqu2/04oUnvQMsFqQEY60xRkZp1IocKX/PSm49f1o+tAhS1BIpPWkoGG73pjSYzQ9QmmANLgHnj0qu83UZxTpFyOlQFCKAGsrMDtkVgRypGa5/w6jxTzROfmSVlOAB/ET0HTjFbzqAhO0VgaK4/tjUEB+7Pn8wDQhM7BTgdqcOlQo3y1MvShgITt+tEbbJFfPIOaGXjPamZ5oRLPREbfGrDuM0+q9mc2Vuf+ma/wAqsVRmIeleZ6QH/tHxAUxj+2Z8jGc8Kfwr0w9K800jP9o698uQdYuO/psp9AW5prkDcHUqM5IwR+dJ90cP8uOeeO9KA2Au1cHrk89xShTtIbGCOpP9ag1ABlHLnGMdc/p+VNAAy25vmweOvT0PTpS4KrhioUgYJ49D1/OnN91ssuOoz0oAaAqE4DHLEnHH55/GhQqHaASueMcd+lKcA/M54PGeeh9vrS/dKguc56nJ9uv5UAIAowhUkEdOmfwo2jO3YeR369+1Ax90s3I6gfXv/nrRhSCpLYx1HTuetACBQcqVPTP9elIyo+VYdgcE5HY9KUhSCCW6duh79aMgg4LBsAZ5Hp0NACcEEHdgAdeh6fjQQDkZYMMc8gHGO/8AnvRksGKuQwwM4wT070ZPzbWBYAA4HJ6D6UDuHrtdgQBz0J6d+9LnduIcbhjOByentSEk7ipUnIDADPtjFOJfDEbc5APfHrxmgQEHBIZSwwG6E9gcikB4baVJGAw6+meKGDAE7F2nA5PH4Y59KCCCT5fU9zgfnQAEHBOF7AjqOw6UuGwWwp6d8j/GkK7SWEeM9+n6/hSbQpJERAYj/Zx75/CgBSG6lRkgd+O3TvQQVBYIvOOp6dKTaFLMEbLHnHB/E/hQQqliFbkjOOv45+lAClcDeUGCB1PA9eaCpUE7ABxwT7ev1pCqgsRuyT26+vOeO1KQiMzAMdx/hHPc85oAQrsBPl9TgZOP1pWG3LCPJzxyF9T1pTgFjubO7+EZ9ev50i4B+83X/e7/AP16ADaAWYIclv4cD1/+vSLtVuFbluo4/wA9acDtxlz1zzlv17U0HG1TLz/tc/r+HegdxU2qQBu5OTtGQO1IoAVRubJ5zycfj2pQ3YuN2CRu6/54NJk45ZC+CRnqPw79KBAOAqlznHBPP6/hUGiNn4kQAtlho8ufb98lT5yDnbvAyB6D6VDooI+JEGdv/IHl6f8AXZKqPUiZ6BRRRQSFFFFABRRRQBk63KBCsQPzE5x7VzLt1ra1kt9tYNnG0bfp/wDrzWFJlTn9e1JlRIJT1rNuWwDV6ZuDWVeSYBpFmZGxbW7NR2lBP5Ef1rtYMBQPauHsjnWrbjlpFA/Ou6j+7QIVkGOBUe3BOB+dTnpUZGDQNDQMU8dKbTgO/WkUxe1Mz+dOJGDg/pTaACiijpQA3HOKjfk+9SHn6VG3Q0wZEwB7VARip88niopB1xQBXlxsb6Vy+muIvE18M8SFD+QxXTTnCP8ASoX0pV8LDVlGJEvyWOOShAT+YBoE3YvxsMe1Tq3BrPtpgyg561bjcdgT9KYE7fdFNHWkVlJwTlv7q8mnhMHLfKOwxk0kSzutOO7TrY/9M1/lVqs3RJRJpcX+zlPy6fpitKqMxDXmWkH/AE/xCCCR/a9x6Y6LXpprzPScNe+Il3YP9rXHb2XvT6MXVGngY2bGIK4z+fanbQVI2Hp2/DtRgDPzNkDjr6+v40nDKQWORjrkZx71BshQCcps6eh5H+FKuSWAAG0gHafrx/8AqphCsOdx5x8w69RShVfs2c8BsUAPUluCFznjHHP9aQElQW27uSMcE+uBn2po2uQdp65ycH06flSgKRuVcjn3z3HNABuJUHcudp9M/lSg5GQ43ge2RzRgfeVcjHTPHfvRgAFivGOmeOvXP40AIWJ3YddygZ6Ejpx/n1pSTliCpIAzjk9u1BAAyEPIHBPH1zQQFBcIecd8Afj+FACEEZOFJOM9x6dKGDLltuQcA5JxQQoJIRsnqBgY/H8KMKu4gNyckDr+OaABgVJJj4OOM4/I0m0KzERkZ9MAj8e/NHC7uWGTngZ9eooIA3As3XIzlh3Of8+1ACbVUuQrAk9F69/w/wD10EKrNjdyf4efU96d03ZlJ543HI79PQf4UAkEb5AeTjd9T0xQAhCqWwzHJJOMt60ZAL/MxyTjALev5U7k5DuMA8bsL/ntSLnOGYMd2RnC5/xphYCdpYM7EZPHLdz+VBYjduc8HjI3dM+lKNzYDEE7vTbmgB2wTtJ3c4+WkAmSNxL4APAbkYBNAbYf3khPzcbue/t9aVNxAOATnJ2jbSpvIUlV5PO0YoAapIADSLnPG7H0/rQpfC7nGe27AJpVDbfuDvyMgH6/jSAErlkBwD06E++aAEyRtBZVfBIzwfy796QbwuRtDbTg9PzFLnKZMYJAODk47457f/XoYDAYpzjt9T3+lAAQwjJCr0P0/EUYYIWKDoO/HX86DtDbipzj8R+NL8g3NtOSBnnnt17elADeil9gBwO5A9+etQ6KP+LkQEqQTo8v/o5KmO0EkbixxwOvTvUGj4/4WVFjvpMxz/22Sqj1Inseg0UUUEhRRRQAUUUUAcx4lvY7We0WRCVcNll6r0wfce1ZmDNHvt3WVO5Qbh+I6j8an8cDEti3b5x/6DXMZI+ZSVOOqnB/OuKpiXTqWa0PQo4ZVKV09S/cJ1Bjw3tlf0NZF2jKrMY3AHcnAH41Dfy3QVv9KuMEdPNP+NcrcxuxKyMztnq7Fv5mqjiVLZD+qNbs7nwjpVvqD39+zq62ifIqHILkHBJ74x06ZrfX7tZvw12nQdYiHUc/+Okf0rTX7oroi7pM45K0mheopp6+lPzTSM0wQwdadnFFNpD3Fzxim4xmlooGFNJzTqYT1pjAH3NMbpxS03OQaZO5ETyfX60xuWxSvw2aYTSGV7gfIxrq9H0+HUfBC2cq4SZXUkdjvOD+BAP4VzEgyprr/CEyvonlA8wyspH1Of600RLY4RLa4sppLaePbNC21wH6e/0PUfWr0A3kKVZz6bi36DFZHj+F4vHcskLspkgiZirEHPK9vYCqVrd6gcoL66x3Hnt/jXPPEKDaaOulhnOKae528VlOEO2CRV9WxGP1xUNxdadZg+fdrI//ADythuJ+p6CsFdxT52Zz6uxb+dV7k5XGcYrneMvokbxwKXxM9T0GSKbRreaKMxrIu/aTkjPvWp3rG8Lx+X4csVPXygfz5/rWzXfF3SPLkrSaDtXmWkBhqHiIjGf7Xn9+Pl7V6bXmekk/bfEJC5/4nFwOuOy/4VXQlbo1SGOTlc8A4AJ/Kkwx3FXXJOG24Pr+XSlwACdpwTjk4oOFcYQ8ngk49/8APapNA5OSjrtLclcH86UN90qy7cnO3p2PNLkKwBTgnnJwetNHDKuz354P4UDFDbcEONoB6Hjj1pN3dX+XBzjt17UuNrBCnzY75z3FGM/JtIJHvnvxQAAjOd+VIA4B65IxikJAyd5wQMdT+lLgMzLt5x+NLjJK7OR6fe7UAINoDEscN35OePT8KQYG4mThjwTkg9+lO5bcpQZH93JPWk+/kBclT/DnPegBSfL3FpeCcjccjvTSWQtucAbuNx479KcBuB+Tof4Sc9//AK1IG3c7M4P8Jz6/59KBoRc7iHYH5uA2B60o3H7+CQ3f5fX/AD60gUOFJUjnkA7qAFcgspXnGD82c9fpQJCqrMPmA3Bs5UYpFDMMsoyG52//AF6AEYqSrA57jJ7dMe/8qaQGKsd3Xowwex4xQNIeoZ+SmBnnHI985pCpYqSuPUDn/wDVScblbcwAyRuyD27d6XgsCJGwoPXIx0PSgBMbgrFcf7Od3pSjaSpKH8efT/P4UAgHPmnagOe3TnpShsYIlO0feI4HHqKAEG07SVPfAJye3Q00hflYg8DIB5P4GnBsZPmjYAc46DHXOaXOAT5gCAEHn5eMigQ3jcp+YEDv978KX5VbOWyBx69+gpVyARvUJj2weo60HcMkldmOnGCOnWgBGwTne3pjnPcdKM9y524A7/ypT15KhcDjA4H1oAbJyFIx+PbHPfvQAnH3jJlOMDqO3b/PWgttBYvwemenTPH5UuGbcCg44+XrRgszAqMA9V6/56UANztB3Mo/u5xjueMVX0jd/wALJh3H/mETY6f89kq0oJJJTHzdV/HrVXRyT8SISQozpE33Sf8AnslVHqZzPQaKKKBBRRRQAUUUUAcf45XMNo3+238v/rVyQ6En7tdl44XOn259JsfmDXFg5xyeOwrysWv3h7OB/hkF8USIvIyIo6sxwBXPXWxjvVlYHoynINaOvqLhEtjwhHmMfXHAH65rnJp2trVQX2ovGfU9MYx0p0oXVx1KlpNNHf8Aw4uNl7fW56S2xIHuv/6zXQKcqPpXFfDyXz/FVsynKtDMuR0b5ev6V2i9Bn0rvpq0TzKrTm2h/dqQ06mEZFWQhPypKU455pOg6Uihvr1pMcGlB5ak75pjSHDp1ppPvS5H4Uh/SgYz+MUnZqU/N3pD7nmmSQS8N1zUfWppfaoQOuaQxhPUdq1/CF4IdXmtGPyzR7gP9pcf0P6VjScHIqjaaoum+JLC5YgKDIGyccbG/qBSvYHG6E8VXC3/AIrvpVGVjKwj32jB/UmoLWDYoA71XsY3lJeTl2O5ie7E5J/OtVECjmvLqy5pNnsUI8kEhpXjuPaqd02Aw9qu9yDVZIBc30ES9ZJFTj3YCsoR96xpOSUWz1jTYvK021jx9yFF/ICr1NUAKAOlOr21sfOt3YleZ6OQNQ8QAsRnWJ+2R/D+XWvTK800cE3/AIgwBkaxcEfktUthLc1OOAWPLdfvY5/TrQrAEAsRnnpnH49qUK5Azt3cngY/HFA3FMjbkAkEDH6VBqNUjaFLMB68nt69ulA2/dy2MHnnHfv26U4huuF3AcHA4/CjDYyAm4DqOuM+n40AJgYKgkjH4evWlwmNmWA9SOOuev8AnpQQyknK5AGT3H4UpzjIK5AGeAf0oENwgUIGOBjGRwce9IQhBUlscfeGB6de9OKvyRt3cAkAHnHp2oYOckFVYnnjdQMQhWOCx4IPzceo4PeghH/iI56NleuefenHcGBG0ZY9t3P9P50hV1YHC4JJ5G7/APVQA0jzDkMx5zjlcf404Ychw5xnPHy4z7d6AHVlwg5OTu5//V3oIYMqsi9f4jz+FAAMEhkkO0cnaceh5FAOCpRwRzkqeD0POaXlWUFAe+Sefw/+vSZIZV8vnvk4Pvgd/wAaAG5YSAo4I5zt5B6U4BlKAEbe+PmB/Gk+6QPLPTBJOD37d+1IAuCNjYI5PTPXqO/SgY751YKAuB2xn9aBu3hMDgd+T+BpMKQUKnBByeAO/ak4AICtjnkDjufr1/nQA75g4QoowO/3u/8A9aj5twUoOmOeG70nCggZBweQPl9evajIC7Bu9uDg9+v40AGGzt2ZyMHJ57/1oOQSgj49c8/l/k0g2ldgZsgDHBx68GgMCpUO2Rgd+enfv1oBC+wQ4/vZ5z9KQ7eRsxgD5gfpzijIOQsh4wD68e/elByGCyksMZxw3Hv/AIUCYHByNhAGCDkY7du1JhSCpjwBjGcEfXHalBBDbZcsCMlTz6f5xQG5ba43ZwduM9xzQAgVWDAqQoPG7p6fy9aCFcEENgHHz9O44pcsdwjdQSeSuD60pJIBVlwW/h5oAadrDncMN/FxVfRW3fEiA/N/yB5eox/y2SrXJOUZMZ5xgg/4f/Xqto2P+Fj2+AuP7Il5Bz/y2Sqj1ImegUUUUEhRRRQAUUUUAc/4uh8zQpWA/wBWyv8Arj+tcBHgjjrXqGqW/wBq0y5hHV42A+uK8wXKk5HWvPxcdUz08DL3Wipqdo13ZtGjBX6qx6CsCWze2hUSYaVe4JwePf6V1T89q5PWdQmgv5EMQ8pRnj7x989MVlSu9EdFXlWrOh+HqlvFVs3l7QI5B1HdTXWgEcVyXwzukufE8aopAETnkg9v/r117rtmdfRiP1NehBe7qeXVd56Dh0pKRTy1KelWQhh9qKD09qbnA4oKuJQSad+VMIxQUxASORQTgZo7cUuDjNUQNb7tMpx78U0nnjipY0IwyKrN8vvVk8moJRjIoGV53ARifSuN1SU3Gt20A5VQWaupvJRHCxJwoHNcZYh7jVpbt84cHYPQZ/rWdR2i2aUleSR1VguOcfiavnharWg+VcelWiM/SvLe56y2IJBxxVvwxam68S23GVjJlb8Bx+pFU5T19ua6vwNY4huL915kOxM/3R1/X+Va4eF53ObEz5abR2lFFFeqeOJXmWkbRqPiA4Bb+1rjgdf4a9NrzPRiw1HxH8+1f7YnHJ452ijoC3NMhQxJU529OM9T39P8aCFzuK9h2Ge46/jT93BJk/dkDBJ45FJnBbdKNpAAJPy9Aak1A7d27a2cDPTI7daQqqncUO4444BHTvTuQGDMu3jr9314pTu+YO4xnADYA9eKAGYVcsFYk444B6ev4UEDJIVuegGAfz/CnDduIZx1wAx9z0/Ohd4yC+TnjcR69vz6UAJlQTtDNk87eD3pfkU8Kxyf4cD8/wA6ED5ALhjnjcR+lC7iFBYMemWxn8u9ADUVFwFVgOuVHA6daECLtRVYL/sDjHA5/wDrU5S7AEkFsHngdvTvR+8ZA3BIBIOOnHpQA1FjQAKGA77RwO3P5CjEaIFDMBjHy5xyPXt0pTvMYbjgHkjGPw70uXMW4KAdpwSOB+FADVAVNm5gTngZOM56Ht0oyVXYXKsc8ZOeh6N26U751QuAu4A84wPyFIC+zeVHT8Ov+FAwYYBTzCGwcDPzdzwacM42+aN/UZOW9etJubaXKDGPw60hcqpbZxgZGTt6/wCfegQpyc4fLgdM8+v9aTLYOH+cAdxu6/8A1xRkBd7IMEA4zx+dBIVdxQdsgnGPxoGgO4A/OCwA5GM/l/nrS/PjIZcjGTjPf0/yKQ7Uy4jJJxlQQMZHr/nNNJRfm2EkkDAwCPx/CgQ/Em3Py9hnGR+VBDqu4hcnGc5I/Km/KjFgrZJ7YB/HP0FKdq7nAJJ67Rk/j/nvQArbgCQi9h8xOKHBVCdg5/vH5c4pBtXcwLZyfugnPXrQcKWJLDJPQFvWgBXG0YKBsn+I4556YpCSP+WZPJ+8cf5/lR8qdXbknsT680oCqcF2BJ4ySw/zzQAE7f4M5Pc7fy/zik4DAbDgnrnGP8aVcIAC5yTwGO7/APVQo2gAucnpu5PYde1ACYAAAXIJ5IwPwx3qvooA+I1vjH/IIl5Ax/y2SrHTCtJ8x6buT07H8Kr6Pn/hZEAZix/siY8nJ5mSqj1ImegUUUUEhRRRQAUUUUAMIyMV5hqtt9k1S5hxgK5K/Q8j9DXqOa4nxjZlL2G6UfLIu1v94dP0P6Vz4mHNC51YSfLUt3OYfOAAOvU1j38Cb3bYNzgBvcDp/Ot7aNlZV+gyc158HZnqSV0a3w5hUa8zBQNsLHgfQV0l4uy+uB2EjfzrD+HIH9tXPqID/MV0Wrrs1Kf3IP5gV6lL4TyK/wDEaKXakPuaAcCmk/jVWIuIMd6TjPSg0UILiA4zSM3HFBFMbqaZSY4eppSeO9IBj0pT70CIicd6TPFK3Sm8UkNsaTjvTH5BPelLfMQKjZsUwRj6lCZ0dMnaF5rF062dbhweAMKPpXQ380cVvITis3T0L/OR945rnrytBnRho3nfsasI2r9KlLAZqNcBeMUkkgAHPevOseiMcPNIsUWWd2CoB3JOBXqenWiWGnw2qdI1Az6nufzrj/B+k/aLltSmX5IjiMHu3c/gP1PtXe16OGp8sb9zy8XV5pcq6C0UUV0nIJXmej7vt/iE7c41ifBHX+GvTK800cZ1DxCFP/MYnzzjHC0dAXxI1MHJzGBg4BByfrigZIYBCCDjKnPTNKfnPyuWy3OCV9aQ4cgrJnJydpI6ipNQB35BTaA2Mg59R+FAAPVMDOOu7PX8qVcnDBwwJJyvHvRuO5WVwRyc5wOx5/z3oABg9UK5OcZzmmjawBKFW7Andkdf5045DDa42jJJB44weaBuBB3jGOxG0/WgBOAMlSDg/KeSeh4NIdu7JU5AJw2CeOmDTsupOHAUL0yNpHIoO4E5Zdu3OOMd+c0ANOMhihOBxkDd3xj/AD3o+XIdgQQOn8Xf/wCv+dOIfBBYbSvAOAPzoIc5Q4246YH86BjcJu3sCDjuOe4/qfalG0MXII49OfTp+P0pVV9xX5dv93HI6d/z/OjDnKgDHoBz27/nQIb8m/dk9AOnPp0/pQNgYuScMAOhyc44x/SlCsS6YUkccDnt3/OlAZiRtU9BgA57dfXvQMapQYYOQGA55IOccY/KnLhSWMmAcDJOR0Hb8KBuZ3BA6dQDuoAJLYQcf3c5/H/61MBANu5jJhTgDc2V6A/0peQCzSZB5+YjHrx6UA7mY7AP90kn8aTK8/JtwcZU59eo/KkKwuWXdmRdo6BsADvxRliTuYFc9GwMden+e1IMMrb49uDjru9Rj2/+vQAjAgoR25O4dx/ke9Axw3NuDMrAHgEbcdf8/hSAOc52tg8cbfX8+tNAEn3kIAbHzYYHOelHySFSUYZPR8H8qBD1DnO4I3zcYG319+aRFZgSVB5z8oxTQFfDMpHfD4z29P8APFKNjbWIbrxu7dOlACqGYAmNTg5+UYoTOMsi5GPu8CkARtrFn9QGBUjoe1LhCA5Zjt9QQR36UAKu7GfLGf8AZ6duv40iZKZKAHttPHT3pMjAJc/L9Rj8P85o2rjeXbhfQjHXtQA7nyydnY4GeDVXRv8AkpNv8oX/AIlEvTn/AJbL3qcgbSTIwAGM8+4xiodGx/wsmDDZH9jS9On+uSqj1In0O/ooooJCiiigAooooASsfxFZm80iUKMvH86/Uf8A1s1sUwgEEEcVMldWHGXLJM8sUZWs++HBra1G1ax1G4gxgKx2/Q8j9KyL5NsTV5Tjyysz24yU48yNf4dHGuXI9YD/ADWuj1s/8TOX/dUfpXO/DpSdauW7CAj9Vre1d86pcD0IH/jor0qXwnlV/wCIyluwMLUZPJ7U40h61ZkhKQH06UHpSM1MoaSOQaYOTjNPP3TimjjutIABwOlKGA60gPXpj3ppxjkUAtgJBzimkZHtTt3H3Rijg56CgCAnbnH8qic8Gp3BC8A/hVC6keONiBz2FCGY+sy7gI1+h+tXbKHy4gvoMVQjs5bi7QydM5rdCLGmPwrixMtUjvwsbJsjchUPrTLK0l1C8jtIuXdsZ7AdyfoKimb58V3Hg/R/slob6Vf3s4+XI+6nb8+v5VnQp878jTEVeSPmdDZWkVlaRW8S4jjUAVbpBS16SVtDx276hRRRTASvNNHH+n6/8qn/AInFxndn/Z6V6XXmmjsBfeIRv2k6vccevC9/wo6At0avzBgrJnn+LIPUUD5SAUzj+8TnP+fWkUgLt8zaxzgZOenY/hSqRggvhsHjPPrwak1FHDAbCc+pwf8AP1pAcFVKk8cnOD37d+1BIJZfM5wT15/A0M33hvG4DJGefWgBMrypUnjOc49e3ejKk42nGM5JH8qXkZG/LAc88+v9aBkZw4LDBJ43duv50ANOCGAVgMZ3EjHrnH170gCHcNrDHfAx2PSpCr8kMNwwCRjP4jtTWEhGVYKcjLKAT6cjtQA07CpXawwRyRxnIoIR0KhWAGMZAxxjpTisgXKlQxPJAz29D+dDB1+ZQqknk7d3Y9vyoAQqjJsGRjA+YcenFBVGQoM4HGGHBxxx68U5xIoJAVdx6kbs/wCePelfeuSFQZPVhn1xQAz5JFKAng5O4EDHI4PfpSMEkQorkkdQ2QO469+9SPvAOFUZP8QJz6UjhgcBF5P8WefT/wDXQO40YkBUOx9ckqe4zmlyJOBKzc5OGKnvzSsGXgIDkk/OSPypSWDYCZyT9449OlAhuPMyEcn5udpx1p2S5XZKCM8lDjt3/wA4pB8pwVyCc5Jxxn/9dAwG2hC2T1zjHT86BoTlwCrjaT1Qjv6/4e9HzEjY4HPO3BHrz/h70DgKNhb1PT/9dKpUbQFY56lcD/8AXQAoD5BVwFJ/hwwPf/H86AHyuGUL3wAwb8fz6U1AgAARiCOWAGPT8e1ACABcMQVGSoGPT+nagQ5d67VG0ZPOBkH8e1JtZSqgAdMgjr+PakBULs2nkclRgD/OKAExs+YcZJUcZNADgGQqNoA9COfz7UoD5A2KFx0PX/61M2oBsyRweAPl5z37dKTCAFMsARjA6d+M0AP2uGA2DAHf73fp+lAB348sYA6H73ek+TG3ceh4GQO560fL8yBj9MH64z/SgBST0CDpjvuqrpBz8S4cgD/iUS455x5ydasZXkB+nb6Y4z+IqvowUfEiABt2NHlGSOf9cneqj1InsegUUUUEhRRRQAUUUUAFFFFAHHeL7TbPBdAcMCh+o5H6Z/KuTvI90Rr0LxPCZdElIH3CGP0zzXBMoZDnpXn4iPLO/c9TBy5qdn0ND4dfLq94p6iEfzrY1ZduqXGfUH8wK57wfN9j8VrG3SZGjB9+o/l+tdTrsezUd/Z0B/LIrrou8UceIVqjMumU4/dph756VozJCFlGaZyD6U8t94VHSYheDmm+tPGe+38aTb7jFAxuTTdw/wAipNvuKay56E0AQlsZ7j3oDgY4xSHKmoJJ1UcqePQUDRYa4UDkgD1rPnuo5XCJ8x9BVaaSSc7UUqvrVm3jS3XAXLHqayq1VBeZ0UaLqPyRLCgjyxGGPH0qOc4Gc1LtLDI6VXnORg1wSbm7s9KMVFWQ7SYUv9VtIZRmNpAH9xnp+NetKAqgAYFeXaQPsxSVeqyBgfoeK9PRxIisOhAIrvoQ5Y3PKxU+aZJRRRW5zBRRRQAleaaOSL7xF8pI/te4+n8Nel15no4/07xCS20f2xcDnv8Ad/wprYFujW/h+5zgcA8dfWjkpzEOwI3fL19f8mkyAMmQANgDJ4PA7fh/OlPyklnCr6s3Hrx+VQaiEjb9w44yuePfn/Jo3AAER8/LlS3A/Gl5AJaTC9MMePX+lGSu4PINuej8D149KAEJAHCE9MrkDH400lQzERk5IGBgEcev4U8hh95uM8BiABz2pQHwQWBG7jdgdzwP8KAGEopJVCecfKBn8fyoAjXOFY8kYRee5yf196eofoxUjPAIxjr+fWgCQjDYbB5wNv8A+v8AnQA07EcgKx3E5KDPc9fzPvQAke7BI3HJKjPQ9/zP605VdgA4VsHPA20iB2HzhTg5BAx+f60ANURRHA3DJySgyOvf8+v+FACRnAZhk9VBPsM/nTlDnlgGIPG0bR26/rSjeRuCDI/ujA/H9aAGII4jgEqWOeATk9Mn069aVQkeFDlc4wOTnnH4daVN7IHCj5Qfu8D8fTvSgts3bR0/h4HT/wDXQA1QibVMhBJGAcnnp+FKNqFVMpBPTcST6f070KWKbggGOgU8H/DvQCwXhBjB4B4PpQAKcEI0vzHoGOSM8cfl396M7cKZRuI4DHnkdvyo+by+UwQDhVPB/H8vpSZXbkR9vu5yD+JoAd8xyvmAseRuxu7/AOFGG5HmKzYJBPUfh3ppI2kiM9MbQc55PekIUZYIScfd4yevf+tADm3H+NSwBIzjI/DvSnzGUtuG7B5IGR17d6ZhM7jGScZwQC3cdfoetINm7cUOcdx83cfy/DmgB+JNpf5S2CQ2Pr2oO/aXwucHDYwOp6imttDbtrZx/d+b0oKxhmf5ueCQCW9OlADsOBu2LnHpx+X9KXDgA7F6YPGB/n2pmFDb9xycDcAc+mMflSgKvz7z8wA3DJJ6DGPyoAcQ4+8i5xj/AGetGH+8UXHTgnbTQBuL7zlsANyc9O1IAoLNvbDEfNkkHp2/CgB3KrygPTgn5feq+jjHxJg+Xb/xKJeP+2yVL8q5fzDg9ySQeM9PwqHRxj4kwncWzpMvOf8ApslVHqRPY9AooooJCiiigAooooAKKKKAKl8FawuFYZUxsD+VebBFVK9F1VhFpd05/wCebD8xivPHGErjxPQ9DBdSjOGgmS5jJWSMh1ZeoI5zXTRayNegiudux1HlyL1GQecexyK5yV8qyVg2fipvDuqPDPGZrKRsuikBkboGTPGcdQeDx0p4ZtvlRWMjFR5nueglDzjBHtUZRuwOaz7fxd4bugGXWYYS38FxG0TfqCP1q6mr6Q4BTW9KIP8A09qP5112a6HnXT6i+W/o35U0o47H8qG1jSEGW1vSl+t4n+NMGvaMRka7pJHr9uT/ABpWYaDgG54P5UoR/wC4TSDWdMIyNa0sj1+3R/40h1rSh97WtJ/8D4//AIqizDQlEb4xtIpDE3OBUA13RmO0a1pjMc8LdKxOBk9M9hVC48YeHYVJOsWz9P8AVK7denRaEm+g7ruaLRkdcD8aqyRL3Za5+b4haDu2xz3EhPTbbsP1YiqP/CwNOnvIrW2sr6aaV1RAVRQST/vGm4taji03a50ZKByFwxHf0rM1LVUtZIYEO6aZsKo5PuanlZLaJ52Yptzv3DaR6kg15pfeKr1LyaeHTQpRmKSOrE7D0z2wfSvOs6smz3IuFGC8z1i0fMAycsRzmobng+1R6UkyafFJcvmVkDOMYCtjkD2FQ3NypmCA9eOO1ZrR2Lmrq6NGK/0/TIIJNQulhWRgqoDudstjIHXA7k8V6oiqsaqvQDivlfxASvii6I/vKP8Ax1a+k/DOoDVPDOmXgOTLboW574wf1Br1YxtBHz85Xm0bNFFFBIUUUUAFeaakR4Z8QX73eYtL1OcXEN2R8kcpUB43PbcVDKTwckV6XVeeGKaB450R4mGGVwCpHuDxTTsBxSXdq4LefBtONrLMpzyff6fnQbm22/66BcNwRKpz19+P/r1em8PeCfNYtoemM5PJWzU8/XFM/wCEf8D/APQA07/wDX/CjQrml2Kf2q2AyZoV5wP3qn19+PpR9qtCoJmhTJxzIpyOff8ASrn/AAj/AIH/AOgBp3/gGv8AhR/wj/gf/oAad/4Br/hRoHNLsVDc2hHM0K+oaRTx+f6UwXVo4BaeJfZ5FP8AWr3/AAj/AIH/AOgBp3/gGv8AhR/wj/gf/oAad/4Br/hRoHNLsU/tVo+D58PHXfIuQOD60fabV2D/AGiLK5+9IoI6H1+lXP8AhH/A/wD0ANO/8A1/wpf+Ef8AA/8A0ANO/wDANf8ACjQOaXYoNPaOyt9oh+XOd0gBGMHjmnG5tGIcXMZ2Z58wAjGD0zV3/hH/AAP/ANADTv8AwDX/AApP+Ef8D/8AQA07/wAA1/wo0Dml2KX2q1YCX7XFhM5JkClce2f/ANdK11aEq/2yLC5O7zQuMZ7Zq5/wj/gf/oAad/4Br/hR/wAI/wCB/wDoAad/4Br/AIUaBzS7FM3NpxILuLaoPPmgYx7ZoFxanD/bYcKpGRKoHGe2auf8I/4H/wCgBp3/AIBr/hR/wj/gf/oAad/4Br/hRoHNLsVBc22A5vIdoXqJQBxkdM/5xQLm3yXF7Ft24yJV29x0z/8AX4FW/wDhH/A//QA07/wDX/Cj/hH/AAP/ANADTv8AwDX/AAo0Dml2Kn2mDO77ZCFx081dp6j1o+0Q5OLuDZjOPMXaePr+tW/+Ef8AA/8A0ANO/wDANf8ACpIvDPgiZgq6FpYY9mtFH9KNA5pdij9ohLkfa4NvYeauOn1/Wk+0wsdhu4cH+HzFwOPXP+c1t/8ACC+FP+hd0z/wFT/Cl/4QXwp/0Lumf+Aqf4UaC52Yn2mIsyfa4NuOF8xcdPXNH2mIsyfaIMY6bx/PNbf/AAgvhT/oXdM/8BU/wo/4QXwp/wBC7pf/AICp/hRoHOzEN1EWKG4tsY4Adc/nnnvxR9rhLFfPtyD0AkUn+fPf9K2/+EF8K/8AQu6X/wCAqf4Uf8IN4V/6FzS//AVP8KNA52Yn2qAkqZrfbjtIue3vz3oF3BgkywA+olXP481t/wDCC+FP+hd0v/wFT/Cj/hBfCn/Qu6Z/4Cp/hRoHOzD+1wEsTLAPQrKpPb3pTdwEsTNAOeolXP481t/8IL4U/wChd0v/AMBU/wAKT/hBfCn/AELumf8AgKn+FGgc7MC41OxtIXnubq1hjXks06/4/wAqk8H28+pazd+I5IHgtWhFpYq6lWkj3b2lIPIDHGPYZrft/B3hq0mE1voOnRSryGS2QEfpW9RpbQTbe4UUUUgCiiigAooooAKKKKAMjxGcaJP77f8A0IV5/PMEjIrvvEisdFuCqlsbWIHoDk15tfyM1qzLgtjoa48RrJI9PAq8WZlvqYnubiE58xDkZ6MPUVyPiHzDq+Sv3owTj6kV2Ph6TQpNP1J9QuEj1eMAwmR9owRkBB3JIOc+1ch4jYDWQw/ijX+ZyK1w0OWovNEY2alSaS2ZgsW3YGRx15waaxAPQHsDVtlJ2kc4GBj+tVpE3OpBHIHAHX869Sx4xFtR1AO3p26VC0ahSCCxB6Ef5zUxj3AkMfl5/KopVkJZWfCA9RmkBVYtbyHaMBj90jIqSJonONoUg8gjp60hMobAdWUdiMioeGb92Srgfdbr+HrSaA2tJxHeImTtL4Pb7wKH/wBCps0qtZybAQIY4nbjn3xVawnC3kJdiCpBAz1wc/0ps8pSWeMLlXhABY5yR/Tioukykm0PVRGd6uojx94jqPp+ArU8D3Tv4thdbZZgschAZgu3j7wz1IBxj3rndTcm2Rh8qNwFB/Wo7KSdCjwuyOpyrISCD7VMk5RaNKUlCopPWx6/rcGp6kURIo1ibqFfJJ7Z9FqHRPD722pPeX6oTsBVVfcNxPJI747VzWjeMru2RIb8GRVO3zlPOPcd/wAK6iLUZdQQvBLCyf3hJnn6YryakKkPQ+gpYilV1T17GtfajgeVCNxPGBWU7rbo7ysobGWYnhR6n0FRy3MVlAzyyqD/ABO38hXH6jqkupSFASsAb5Y/7x9W9T/KijRlNkYnFQpruytqE323Vbm7iyVd8gn0AAH6CvevhHe/afBCQk5NpcSRfQE7h/6FXhESDAAAwQRxXrHwSuf3WtWJJykkUoBPqCD/AOgivVcbRt2PBUrycu567RRRWRoFFFFABWBrd4xlFshIUDL47n0rfrlNW/5Cc31H8hQOO5SooqRIJpF3JE7D1VSaRZHRSkFSQwII6g05oZVjEjROEPRipxQAyipFt5nXcsMjKe4U4pmCDgg59KAEoqR4Jo1DPE6qehZSBSJDLIpZInZR1IXIFADKKekUsufLjd8ddq5oaKRGCtG6segK8mgBlFPaKRHCNGysegK8mh4pI2CujKx6ArjNADKKlNtOMZgkGeBlDQbacZzDJx1+U8UARUU9IZZASkbsB1KrmnfZbgf8sJf++DQBFRU32W4/54S/98GoelAHQaJeNLG0EjEsnKk+lbBrnNA/4/n/AOuZ/mK6M0yHuFFFFAgooooAKKKKACiiigAooooAKKKKACiiigAorz//AIXb8PP+hh/8krj/AON1GPjV8Pu/iLj/AK87j/43QB6JRXm1x8a/AiwSNb69HJOFJRJLW5RWbHALCIkDPfBx6Gqln8cvCE+kNNdahBbaiDIBbbLh4yVYhD5ohyFYAHO3IDcrnIoA9RZQylTyDXmniHS/sN9LAgKwSLvjPXHqB9D/AEqGy+Ovg59Ia5v73yb1PMJtLeKaXftZgu12jUHcoBG7bjdg4wcZV78XfCWtabcQX19aWt9EvmW0kK3EsLtg4UsYFZeR83yEYK4LcgZ1Ic6OjDVvZTu9jhNe0kWl98rNKshZgrDLr+I7d/aqmoXL3E9rJIrCQptbjHIJ/pg1aXxzoVy/m3VwsUw3L8qO4wGOCG2A8jB6A4PY1hX3irS7oCSP92yuQEO4lgdp3E7RjqQcZ+6evGVQUlJcyOjF1Kcoe67mkihuRyQpwAajkjJZVCrtPGTWOPFFl5E2/PmIPkVcsJOmOSB075HbjNSL4qtRE/mOpkDYULvKnpzkr9e2eO9d3PE8fkkWpIsHK4ORk+lMkA2kMpIBz61UXxNYmKcSgb15TAJDnb64B9uRxSReIrIowlkRMHaFVWYEAZzkqO5xz6UKcQ5JEpUYJVQN3XA7/jVK4CyKCQwYdCOuR6U6XWrBlwk55HOYz1/KqjajZv8AeuAfqjf4VfNHuLlfYljvWgOJ0MqA/eUgEVakvYZQ80UikMuQGBGDnoR/wI/lWXJfWRJCucf7pxVL7RElwxR/3Zz2PNZNre5cbmnds8kSljktgninWzlVwmevc1Umv7eRAolz0BO01LHqNrGqjzBkHqEPT8qd13Js+xqxbmU5Uk8A/nV+3eWDLwuyFhglGwaxk1exwAbgrgDGEPr34rWgmR4UdHOxsEcdciiykhpyhqixJI0rL5ju2Pu72LEU5IeDyNoXj8aepGADyFxtAGetScRnGwnp9elCVhOTbuxqkrgA/LyMmvRvgs23xDqyZPz2ytjtw3/2VeesMZJAwcf/AF67j4RXAt/GLwt1uLV1H/ASp/pRL4WOD1PdaKKK5zcKKKKACuU1b/kJzfUfyFdXXKat/wAhOb6j+QoKjuUq1rRSmkTESCNpHCqzHA/z1rJq1JetJarbGKNY0OVxnI9+v1pFM01eC4ufO/1v2WHJP95qg0uV5p7mSdi0RjJkyeP89az7a5ktXLJtIYbWVhkEU9rw+UYo40jjY5ZVz831NArF+NTHo8SiZYjJJuyzYwB6fkKkMsMst1fRAMYkCoSOreuPyrMuL1riGOJoo1WMYXbnj9aS2u5LXeFCsjjDIwyDQFiWzlmuJRbNITHM4L55Jxz/AEqw80j61HHESqRyBFUdAB1/kapNdHejRRpFsORsHf3qQ6i/mNKkUSTMOZFBz+GTxQFjRj2JeajOjBFVdoJ6bj1/WoLxSkVrpzEtLuB39uc9Pz/SqaXzJbPAIoyjnLE5yT+dO/tKQtCzxRO8QwrMDn+dAWL0yjVI/k4khl28d0J4P+fSs25dri+kK5JZ8KP5UW95JaytJEFG4EEHpUcExgmWQKrFTkBs4zQGxuXkYXfLE+6S2RQI/wC7/tH8P5VSsLprdXuZSW3yKhJ5yOc/0qAajMtxJMEjy64dSDtb8M1DJcb4ViESIoYsNue/40BYvXNu1pFcKn3ZXUJg9V5P+FO1Od7aWKCNuUh2k/X/APVVM30jLArojiH7oYH9efakmu2muRO8UZbuOcH680BYu6jPJaNaRqcPFHk89/8AIrJqe6umu5fNdVDYwdueagoGjV0D/j/f/rkf5iujNc5oH/H+/wD1yP8AMV0ZpkPcKKKKBBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXdaeR/ZdsA4IEScN2PFcLXdaXn+z7Y7f+WS4PT0rSnuZ1NjTibP3sbuhGO1SlspuIwOAeenaq0YKLu4+XI6de9SseqgnJwfpzWxiSgkoVJAwuSeua6PwBcG28faW46SOY24PRkYD9cVzS5ADDvkY9Oa1PD8nk+LdDZTgrewbxnqN4H9aUtmVHc+mqKKK5joCiiigArldYUrqcpI+8AR+X/1q6ntWfqOnrfRgghZV6HsfY0DTszmKKtPpt5G2DbyH3UZpv2K7/wCfaX/vg0i9CvRVj7Fd/wDPtL/3waPsV3/z7S/98GgLleirH2K7/wCfaX/vg0fYrv8A59pf++DQFyvRVj7Fd/8APtL/AN8Gj7Fd/wDPtL/3waAuV6KsfYrv/n2l/wC+DR9iu/8An2l/74NAXK9FWPsV3/z7S/8AfBo+xXf/AD7S/wDfBoC5Xoqx9iu/+faX/vg0fYrv/n2l/wC+DQFyvRVj7Fd/8+0v/fBo+xXf/PtL/wB8GgLleirH2G7/AOfaX/vg1JDpd5MwHksg7l+MUBdFrQFJu5H7BMfmR/hXRVUsbNLKDYvLE5ZvU1apkN3YtFFFAgooooAKKKKACiiigAooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAru9K/wCPC2/65p/KiitKe5nU2NJfvf59BTW+6fxoorYyRKP9WP8APetDT/8AkYtO/wCvm3/9GrRRSlsNbn0/RRRXMdAUUUUAFJRRQAtFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJS0UUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH//2Q==",
"path": "000432.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000433
|
Men Tshirts
|
{
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"path": "000433.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000434
|
Men Tshirts
|
{
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",
"path": "000434.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000435
|
Men Tshirts
|
{
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",
"path": "000435.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000436
|
Men Tshirts
|
{
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",
"path": "000436.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000437
|
Men Tshirts
|
{
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",
"path": "000437.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000438
|
Men Tshirts
|
{
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",
"path": "000438.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000439
|
Men Tshirts
|
{
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jAqMO6n1HfNWQHj4xvHrTNschyDXbSrWdzKUAZ0ljG4YcdMVzOpQFJWJBwe9dObfI4Peqclu0c2cAo3yncMivdwWaO/JM5alFdDllgZ245qb7OQMEVuNYwqxwpRvboaiktcA4dGPvwa9OOYUZPlejMnSla6MV4sdqiZDitJoju2jFKtozfw10qrTlsyeVmUI3Y8CtK0tioyasJaKOdpyO2Kt28Xz/ADrtX1bih1acd2HKzFu7RjKH5qZLkWt3FHtbbxhh0y3H9K17lrNRhTuf61j3heSSJAMZkXOPbmuSrjqd1CmXCi7XZoJNumbLcKe3ephc/Oqjk9zWaC6swUckmp7cHf0+pr56vbmbZ20+iR0KyKyjPpS7owMVm+acDmlEpxXFzOL0NWk9zTt3MEge3doz/sHA/Ktu212VMCdFkH99eD+VczC5x1q2pOOvNddHMq1F+7IwqYWnPdG9qmmaF4tsHt761S4BHUjDp7g14f4z+EWpaRK91pchvNMHILffj9iO4r1VJHikWRDtYH7wPIrastaDAx3qqVYYMm35T7MK+nwOcU6y5Z6M8uvg5U9Y6o+SrjS7mF/nhJz0Yd6rm3kB/wBWw/CvdPib8P4ktG17w+mY+txBEcgD+8teMtG55ViR25r2Y2aujjszP8pwT8hpViJxnFWjBMTwf1py2cpPamhEKwoT82fwq3CluCP3e4+9SR2L55q1HYsOn8qpITLFoU3AC2hBHQsua6TTtSmtcGPykPtCprBgtmXFaUET5HNaJIl3R1cfifU5LbebnYwO392oTP5Vh6nqd7ccyXc7j/roaETbBjjk5qN493GOKbiugXZzl07s5y0h+rGqLoxPBf8AOunls1LfdqM6crD7tS0UrnL+U5IHNTR20rdjXRrp0eRkHNWEtkX+HpSsBgQ2c4I+WtSG1uCBxWpHCCRheK0IrZjjCU0JooQ284Aq59lnaJ8sfumtiC0JAyMVaNsPKfn+E1pzCsedWbQW6BZJIyQuDkZrZnn059LZI5LViwGPmKlSDXDP4hs2JO2Yf8BpDrenv0kYeuUqeZBqdDqzCXRoYYpvMaOclkD54x1rAkgnRdxiYD1xSDU7JyCs6/iuKUX9tnAuFH1JpaAiD5uQVYfhTGbJ71c+1QM3E6EfWl8yFk4ZCfWgLkemmT7YBGMuMNj6EGvcrf4j2N1CmdPvEfaqthxjOMV4mr7H3wsEbH3lxU0WrajDny5xjgcoDQFz1bxH4x0y/wBG1KxWK7jl+zty+CD+VeHnAVe/FbEuq30nm73U+YpVsJjIrPaOMnhCBQNFTNdB4J8MXHivxNb2MIKwqwe4lxwid/zxWP5MS/MVbjn8q+ifhN4YXw94US7ljIvdR/eyE9Qn8K/1/Gkw2O90+0t9MsYrO1iEcMS7UX0Hv71bDVUEmTyeak3EDP40mmFyzuGKxtZ8RWulnyAGuLs8rBHycep9BVPXdbe2YWNkVN44yWb7sS+p965uK2WMM29nkfl3b7zH1JrwcyzaOFvCOsjuw2EdTV7Fq81O+1E/6TJ5cJ/5d4jwPq3eqyuEXaoCj2FOMZxURGK+OxGMq4iXNNnt06EKfwoeHJp26oxTq5Gajw3NO3n1qE5ppLCpsBPuPrTS5B61AXIFMLmqUBMsGWk82qxemF6agBcE+D1PtTJCHGRlG/vL/hVXk1OnSrSsFrjPtNzB94b167lH86lF7b3CEFsBhgse34UxmI4H1qtLBBMcumGPVl4Nb03G9yJR0LJVpEIGGZBnK+lUZog+QTg1Rurea1uIJop8oCUG4YIJ6c06XUL+3+W6tw4HGQP6iu2cea0omMdNGQTLLET85AFRJezLwHOO1SvqlnONssckbf7Jz/OqrzWm75Zn/FK1hzpA+Usf2pKOAeaYbmeY4LHFQK9szf67/wAcNXIpbCH52ldvYDFE3LqNcrLVtb4VS5GasSW+Z4SRhN2cn6VU/tQFsW1vj0zyacqzzTfvzldhO0Hqc96ypRl7S7HJ6WsJ5iyPshU7e7GrEZwAAelOMSKgRVwMU0AqcVz1J8zZUVYnXmpUTNQoe1Wohk1yyZZNEuKtDAFQKMVMtJDH8GgEqSRSAU4ZFUrrZg1dCxTS2zl4CFz95Dyrj0IrzTx14PjtJG1jS4ilnI48+3AyIGPcexr0unBYpY5ILhA8MqFJFPdT1r2suzSpSmoSd0cGIwsJK6Wp8+iDOMLxViG055Fa+p6W2latcWLZIifCN/eQ/dP5cfhUaJivtoNSXMjxWrNohS3Ve1O8rnipsU5ELHpVCGRW7E/jWlb2hPap9P02adhhOK6S1sLSzw13KM/3Vo5rCtcwzZNgALTBZjvXWJNp91Mx+4M8D0ptxpkb/NEQRUe011LcTlhaJnpTvs6A/drVlsnjP3agaFx1WrTJM5rdS33afHZg/wANXFiJI4JqdVZe2KaAghtFX+GrqIBwFxSITVlIXfotVcVhFBzT3H7p/wDdP8qsJasBljx6UsiosUnf5DUtjsfMZ96aSc04jNGOaQWG80mBTsfNSEZ6UDE2j0oGR0z+dKARSd6BC736bm/OlE0yjAlcf8CpuMmkxSAf9pnHSZ/zp6Xlyp4mc/WoQKAvOQelF2I6fwZpt14l8WadpZcsk0wMh9EXk19cDZGEhi4RAFUew4FeH/AHQC13f6/MnyxoLeEkfxHk4/CvaJcw3I571cPeE+xO+QcimXF6tpayXEvCxrnPv6VOQCma5rxLcYWK1B4b53HsP/r1hjK/saUp9i6MOeaRyeoajcCSSQtmWQ7mP+fbFTaZqMknyydaz7s7pDn1pLaVYJhnjNfA137a8pbs+iglBWR1Syb16UbRVa3mDKCPrVjdXkSTTsdKd0MIop5xTc0gE6Co2an5qJ2HSqSAYzVEWpWNM71qkJi5oFAFKOKYCjrUqdKYKkXpUtjEcd6rscVcOMVXdRzRFiZRvE+0W0id8ZXPqOadBP51rHJyBIo49+9SlOfSqVspR57bH3G3KfY81303zU2l0MZaMbJbwsTmFD+FV20+1I5t1z9TV5hTSKSqyQ2kUV021DA+SPpk1YSzgByIkH1GalpR1odWb6iUUSIoUADA/ClVQ07E9yB/WgUQ+vrkirpNqEpMUuiJyM00rninikxg1xX1NRVTFW4hgVXU+1WENRIaLCmpBVdWxUgcYqb2HYlBpQ1Ql6TdRzBYnDc0/huD0IINV1PvUgPTn1qozs7kyicj4wsY2OnXp+86NA59dvI/nXOrZeZypByMiux8R2D3/hyWaM5axk+0BfUdG/SuESXA/wBZx14NfoGVV3Vw6bPnsVDlqNF5dNYY3OoA9auQpZW5BbErjsOlYzXCgZLlvxqNr8gfLhfpXpnOdHPqpC4VliT+6lUm1RQeOT6nmsM3BYdqFbJXJNPQVzoY73aeuK0LfUiDlZMD0Ncu83PXpSpcEd6GkO7O5TVMgB1VhUv2qycZZcH2rh0vZVYHfVlNXkXupxUqIHWrcWak4Vj+FL9phJ+WAn61yv8Abkx6FRSHWZz/AMtDTsF7HWrOAeIF/GphO+OWRB9a4walKx5kNTpds4zu596qwXOsa4t0GZbjcfQVTudWjSJxDGPunk/SsDz2J5aoJZz5bfMaLBc8a20m2pcU3FADNuaNtP2+9FICPFIVqQim4oAZto2n0pxFGMUWAZtNTWtvJdXMVvEuZJXCqMetNAzXQ+B42bxjpwVQW3naT0BweazqS5YtlRV5H0v4D0ePQPCtrYooGPmJ9T3P51t6oh8pXUciqVlKLVbO3Zg37sZb1Pc1rXC7rdh7VWHTUFfdkVPi0K8M+63B/CuM1aYzXc7k5+bYD7D/AOvXSyTiC3YjA2qT+OK412ZoFZurDcfqa8TiGvy04wXU9DLqd5cxnSKCxqlfLsjVx61osOar3Ufm2sidyMj8K+WpvVHryLGjXhkXYeorcVq4zS7gxzrz1rrI33DNc+Lp8srlU3oWeaaTS7uMUwtXIkaAxqNqUmkwc1QELA0qpU23NGMU+YTI9tGKfj2oxRcEIq08DFIKAcUmO449KhNSE8VHnNNEsQKCelVbhfKv7eQD5JQYm479RVwVBfRmW0lCg71XemBzkc/yrooStK3cmauhksXJwMe1Q7PWrSyCeGOYdJEDD8e1MPBpzvGTQt0VWXBpB1qSX1qoZMGqirkt2LeQI2J7CnRDgYUr7GqwfcuCRtAyT7VZhZiRXRNOFL1JWskWVU7aTHNWEXKUhSvO5jYjUcU/kUoXFLik2MUHIqRaYo5qQDFQ2UITSZNHeigBc81Ju+RvpUOaUNhW+lCBoks0E1ld27ciWCRD/wB8mvE/tLBQPTj8q9s08kFgvdWH44NeEvkSyA9Q7fzNfZ5BUvTlDseLmMLTuWROT3p6yZqjnmno5r6RHml5W96mRsugz3qmj8CpYWJmT60xFp5DuPNR+d7io5HyTVd5D2oBFs3A9aZ9pGetUi9RlxmgZpC6X1qRbgetZYcelSK4z3oEzXE/HWp4rrbxnrWQHzwM1YQnAqkI1lus96bJJmNsntVJCR3pzv8Au257UBc86IOabg1Jznmg4NIdyP8ACg9afig80DIyKTFP70mOc0hXGYoxT80ZpjGDiu3+F1oJ/FZnYZFvCzD6ngfzriuor1H4PWu64vJcZ3zRxKfzP9K5cXK1N266GtFe8eyaiGgMbKP9VtH5CuhtZRPbq+chlrH1CIOJQehyKj0S82AwPnKnArspq0Uc7erK2ss0MF1HjkoSvvXPyrgBR0AArstcEMmmzsR8wjOD3rg3uDbskNx3X5H/AL3t9a+V4gi5TjY9bLdmI4qFhkfhirD4YDFQsuK+ci2meo9Uc/8A6m8K9ArnH511lrIRGua5fUU2XjN/eANb9nKDAjeqA1viUpRTJhozV8wUgbiq6vxTg1edympOKdjApqU/NZsYUhpcimmgApCaQsKaTVIBSaTNNJpKLCHk0nFGaaetMB460/pTFp+aE7MDPtQIvPtughl49NrZPFOY0lwBFqUTYG24QxE4/iHIobOa7aq5kpGUd7EMvTFVGHzVdcZqvIAqlgOR70qersOWxHHnAA/iO3Of7vU/Sr8A6VTEZWdUOT5aBfx65rQgGMVti5WtFdCKSuXkU7e1BBpY+lDda8p7nSkNxS4oI4oFFxWHLTj0pFp30pDIzTc048Gm+tNBcbnmlONpFNPWgHtVJX2C5ZtWEW31JwK8Q1eMW+tX8K9EuHA/OvZ7aVXlEn8CMFX/AGj3rxXV2kbWb9pFKv8AaH3A9jmvqOH4tTkeTmGtirnNOU9KjA5p9fWI8llhZKnt3/fp+JqiOKsWp/ekk9ENUKxI71AzVI33ahIoDYaeaaSCaXHvSgCgAHFOXJPWkxT4yAeRmgB6sQeDVuFiRyapp6irKNhapCLauPWkkY7G+lQKfenMxKn6UAcWUpu3mpKTFKwxmykK1LSHpRYCHYSaUrT884pCOc0WC4zbSbakNN70WBDdhzXtfwig8nTLB8czXTyfgBgf1rxY9CfQZr3/AOHlr9lsNGjAwBbNJ+f/AOuuDGv4ILqzqoLdnosqb0OB6isJl+y32/JGa30BZRmsfVYiGB969WOxxPcfft5lhMS38P8AWuWvkjnjaORcp691PrW1czZ05+ecCudu33A4PXNfIZ9L99Gx7GXpcjM2G8a2m+z3D5P8Dn+KtASCTHPNYNw3msYpMkfwkdQabbXksE4gmOSOVfswrypUFNcy3O9T1sXNZjIEcg7HBNW9MfNjCfQEGo7llnspFJzgbhUWkyZsmH918VLV6VmF/eNpWxU0PI5qkr5q3CeK8+aNU7stjgUuaiD07cCOKwsWOzTS1N560meadgFJpuaCRikpoQZoooxTAcTTc5NKelNFAEgPFLuplHelYCDUgzWLOv34iJE/DrTS4cK46MAatcMNh6HIP0NZthu+zNA/3oHMZPt2NdkPepNdjOWkifqKYQC3I+Uckd6kOME44pvzCEZx+8PPHanQXvX7Cn2Gxgk7jnJ61bjGBUS8dKmToKxqzcm2XBWRajNKetMU04muRmlxaKBzRQFxwHGaUEZozxio2ODmlYLkhAx0phwe1PjbcKa3BNCEQtwaq3bO5jt4eHkyd/8AdHc1acZqndybSE/iIroorW5LJ0ZFMUcfESFcD2rzn4iWiWnjrUlT7sjLL/30oNegRI3lZYcnOBXC/EhxJ4wd+/2aHcffbX0+Rz1kjy8wWzOQpwHFIQM0vavqEeULU1sfnb2Q1CKlg4aQ/wCziqFcc5OABTCaccU2gGAAxzQAKOmKCeaAHFe/NNA5oDZ71KqjPApiADipVHFMwc1KOFpgOHAoJ+U03NBPBzQByZoozSE0DF4pDSUUCEx3oPSjPFITQDG5o60dTR0oBCqhd1QdXYKPxr6P0FVtpkAGFtrJU+nAr590WEXOu6fDj71wg/WvorR7Y3P9oMOh2oD+f+FeXiHzYinH5nZS0pSkdJYXSzrw2aZqiZh344rB02drK/aBydrHjNdTKgmtmXGeK9k4djkLhitnKPSsKRt3FbWqDZbzDvkCsL+Ovj89/jI9nL/4Zj3y4kBpgUXUKoxxInMbnsfSrN+uTmqULbXH6e1cFKWlzqa1JrS5by3jkGJBwyntUmlMR9ojB5BDVUv42QC6j7cSD1pmkT7r1x/fQ/oa1cE4toE7HTRNVyJsDms6I5q6jcV5E0bx7loMPWnhuKrBqeGrBxLJwaQmmA0oNKwDqMimFhS5osA480A0gNGaQxTzSAYNFKKBMdikPFLmkPJpDFXkVQZPK1gj+C5jyPdlq6ODVbUwy26XCfegcMMdfeunDv3uXuRU2uSOuRgdWPFNb/WHj5UG3rU5wD53IQDKlh1z6VCPujPXOTmtpRdKFnuyE+aQ4CpF4AFJTlGa4pM3RMtOzSLSnisgFHWlpuaQmkA/NMkPNKpzTZKaAIWIbFSSHDGq4JBBqd+Rmm0BEx+U1UaE3F8SR8o4FWuvFPjwik960jKyFYQAebgfwKa8v8diYeL7vzVK5RPLHYptGK9QjGY5ZO5BWsb4vaH5VppWsRr92MQTH8PlNfSZBFucpHmZk7WR5Ke9HUUHPQ9e9OCjFfWI8gTBFTRfcb6io6kj4Rvc1VxWA0hOKCaaTmkOwFiaQEnrS0ZqiRydanjYA81ApxUinnNAE5KnpSZpoYUvencBwNIxG00lKRxRcDkwc0Ec00HFOPJoGFITS0hoEJSGlpDQAlFBpM5oYG54Qj83xhpa/wDTbP5AmvpDwxEHtLxv70w/l/8AXr508Ef8jlpvs7f+gmvpDwuNmmkjo8rGvNkr42PodadsO/Uq61ZmKVZ1GMnH41saRc/ardc9cc1Y1CzF3ZugHzYyD71y1hdvY3RBzszg/WvXOLoO8U23kIzgcNXJqeOa67xdexz2EYUcsa5BTmvjc8f789rAaUyteLuUmsl/latm5Hy1kTjnNedReh1MtRMrwlW5BGDWLp5a11+KM/dZmX9K0raTBrOvf3esW8g4xID+tdlHdxZMjp4mxV1G4qhHw5HpVyM/LXl1I6msXoTZqRDgVCDUi1ztGiZYU07NMXgUuazY7imgUmaM4osMdnFOFM609ehqWAtGaM0UgHUlBNGaLDuKOtMnuIoI8ykANhFB7liP/r07PNZ2sQT3Voq26hpVfzFQn75XmurCaVU2Z1PhKX2q6XU0kkMipJJtZSTtwRgDn0rbQDgjpUQlsLhbe6TBjDK0gfO4Hn5ceualjyUDEYPp6V042V0mzOjZD6VRSU5a8xnSSrSk01elKRUWASjNFFFgFU9qJOopoPNOkPFFgIj1qwDmMVUJ4qeJgUxTkhXGHrQz4Q80jnDHNQSOGZU9TVRQMvxD5ET1IH6103jXRl1nwXf2YTLiHeh91Ga5iLKlWHYg5PqK7zTL9NSsw2MMPldD29a+n4fqQXNFvU8vMov3WfJgJwN33u9OV+1dfrvg1Lbxa+mR3kSGWWR8Mfur1H6GsV9Alj0u41D7TC0UcxhUA5ZiO+K+sUGeQ2ZgBOalX/V1FyuQVII9ak6AGkMbmkPFW7LTbvUBM1tFvSEZkP8Adqp1ptWFcTNKOaVUeSRY41LO52qo6sanNjeJcNAbWTzkGWUDkCmJkAHFOFOWN2i80RsYs43kcZpo64/SgCReakxUS1KDgUkAUoPB+lIfSnDG0/ShoZyIpaD8rsD2oFVcBQKacg9adTWoEIaaelOpKAG89gc1sxeE9cnRWj092Vl3KQ46etZ9rZXF/cC3treSaU9URc8V6Bonh/xLFEI4jFG8cBJUzL930otcTMzwXol7YeL7dryDyzHC833geg9ulfQWhJ5Wi2vGCV3Y+pryfw/o1zZahc3M+CGtBEjhw2SWOa9ciU29vDEQRsRR+lefS9/GSfZHXPSivM1Y2yBmua12x8q481B8knX61v28oPGaTULYXVoyHjjI+teo+5xnnOsTM0drGT0Zs1mx9q1fEFs1t9m3j+Jv5VkRHgV8XnGtdnt4LSmOmXcMVk3C9RWw+duay7lfnNebROuRQQ7GqtqgzskHUEGrDjDVXuzvjxXfD4rmbOi3Dzcg1ZRsVQU5VT6rmrKHpXDVWrLjsXEOasIOM1VjNWk6VySNUyUEgUoOaQdKUdayKFoozQaQx2M05aYDTxUgFKKKKQCE80maU0yqAUn3qOaJpIsoxDoQysOxFPHJqwi8YwKam4u4mroy7WxcT/aZm3PnIz1B9a0wAFx1qQLjtTG4NE6sp7lRgkIBmgDFL0orMZItOPK01RTscVNx2GUmeacelMNMLC5pX5SmA805/uGgRVcmnxSFTio25NA4PFa20JJJnyjetV4CHnzn7op8jYiOfXNQWR6tn7xNXGNosEayNkpWrpt29neLKucHhx6iseM/OgPrV9RzWdKvKhUU4iq01Ug0zh/jJZxReJrO8ij2m6t8l1PJK8fyrhdJnltdXtHhhjmYScQyMQjZ4ya9R+IOnSa1pmmFJUWS2aRSWOMjGQK4Cw0qCx+x6jrGfsUwbaIj824dDX6Vga3t6UaiZ8zWhySaKfiG3ubXXJ1uxGszkOyxnKqD0rPYnaMDLnovrT7iRZ7qWRGkZSxwXOSV7CtDQLUXOrRg3CQeWPMUtyCfQ107yM76F9YrOwFnb2uqywNdjF4DxtGO/pWRqVvBbX80VrIZYV+654zUuq3st9qklzL5ZdGAwg4IFaPiBLi4tbLUJY7aCN0AWOLt6/WreqEjK0mO4l1i0W2ZUn3ZQt0rVutY1XR9evS8sM1xKoRm28dO3pWTpgtG1KAXzulucksmcg9ulNvzaf2nP9kYvAG+VmyWP1zUq6joM09P1Z7m0g0O7kihsncmScjDevXtSodH0rxORKXvtPiGCV5JOOMDvWbp9rNe3kUNvAs8uQTGehAPNaPiK7iutQEaaf8AYhAux4wcEt68VSlpdi6i63p81tdm6NkbW2uWLwoeMDHTFZy4z/hW5b3Fvq2jy/2rqU0l7CNlrAo7Y4wB1rGtoWe8jhl3Q5YLIxU/uh6n0pON3dAXtJsYrq9ie98yKwyRJOBwvHTPaq2riyivrmPT5TLar91s5/AHvW5rF42hWTaBp91Dc2si7mkIBdcnpmuXcYhYDoBjpSlZaDRy82BcOPeow2KddArdOO+ahBzSsMm3UhNMyaWgQFqTNI1IGwaAOq8JazJo8F68CDzpCBv747j+VdJZeKoBDcLPo8NxJLysjOVZPy615/pT5klUdwDXeeA9FtvEXiGLTbqSSON1Zt0eM8fWnfQW7Os8MzDULXzlt0gWS5EYRCSOOvWvTrr5yWHbiuSstBttD1e20izeR4Ypd+ZD8xYjJrrzgp9a83L7upOT7nXidKcIla3n2SAMa2EPmrwRXP3CNGdwFWbO8IGCcV6r2OO5znjpShteBwWJx6VycTAN7V1fjF/OEYPJ2tXGxPhQe44NfF5o+avI9zCK1NMvv9w1mS8yGtPO6Pis6UYmOa8ymdTM65Qq2aqSDK1qXKh4yfSs8rla7qb0IaNaIHy4j6qP5VZizVeIZgiI/uCrMQrkq7lRLUeatRmqsYxVlK5JGqJs8U4dKYDxQDWVih9LjIpB0pwpMY4DinUmcUq8VABRmlxmjFIBvWkI5pxFA9+tMBoHNWYh0qEDmp4+1TJjSJCoxURUVN2qI1miiOlwKXHPtRxVhYcDT88VGKeKlgNNMNSMKjamgG85pxOUNNpw+6aoRUY4pOtK33qb3AHXNaolkV2+IlQHlqlsoTwccCqrnzLwqOi1pwMEhq5u0bDirkgOZlUVpYIAqlYQM7mVxgZ4q++APauOpa9kDfQp6hYWmqQfY79WMDnG5ThkJGMivMBZ3Xh7xe+lyW/9oGPMcKM2FIxww/CvUXlXd2Nct4r0+3S6i1l5pYysZUNH1Djp+dfV8PY7lfsZfI8nMKF/fR5tepNBeTRzKEkRjuUfw+1b9vFLY+GdzWtvKL5wsTFvmUn2rKtbOW8vQzrJOd2+U9yO9GrXNvcXKLZxSRQRoAFLHhs9R6V9gmk7nkNFifQ76HU49P8ALRp5F3cHirMNsr6Td2LWM0uoW7kF85VRWLHe3kdytwLmXz1G0SZycVo6HeM2pyR3OoPbRXKnzZD/ABHtTTWwxnh03S64htbVbmQIcxyHAx61ZOsrbLqdvc6ZH59y7FSDxGSMY/CotHgiGvyRQ6k1nGgYJPnG/n3rLuP+PuU+YZfnbMh5L+9LZWEdNpt0NV+w2eiwCz1G3QmS5Y8HAxwO+c1g3wmS+uFuX8ycOVdvU+tGlqjalbiTzliDZkaHO5VPXpT9YGnLqcg0ppHth/E+clu/WiTvEFuGlarLpGpR3sKxu6DG2T7pBrrr6+udDjlv5fsd1Jqy7toOPKOO3qP/AK1cIoyeh69u9b2uJpe2yXT7K4t38oGTzlK5+mev1qoO0RNamQg49ySTxjmlf/VmnhCO1DplDWTZojkL7/j6+oqEVZvYyHjbaTlarrFKRkRNVMlXEySacCe9OEMgzkKPqacI+OXUfTmgCFjxTfSrUdm8z7Y2Ln2Wr6eHZnAL5X6nFCTYXRDoYH2qUMucxnHPfIrtPBOr2+ieKbO/uiUt4ifMYDOAeKx9L0RYrxFWPc7Ar97NdLa6DFH+7nKxsR0HNKeiEtWeoW15Ff8AicXkLFoZcyRkjGRiuptysgUjkV5JrOuy+G1tLq1RJCuI8NkcYFOtPi+sfEunDr/A+KwyqhKdOUl3ZrjKsYzSfY9gls0mQjvWRNYS277gOK5yx+LWizIBKl1Ax77Nw/MVt2/jnQtSASPUbfce0h2fzr0JUpx3RzRnF7MxPEmTcQqRyIz+tcjInlzuPXkV1OtTx3F6zRyJIu0BWRgyn8RWFfxZi8wDlTzXwGOqXxUj6TDxtRRHbvuXFVrvCy0+3bD896W+XlGrkStI16FJ+Y2FUV5yK0AuVJrOHyykGuqn2JNa15tov92rca81TsebZfZiKvR1zVdJMaJ1FTDpUS1KvSuSRqiQHilHWkHSlqBoeDTxUVPHSpZRJmnUxadUALmlpnOacKQC0Y5oNLQCFUVMlRLUq1Ei0iTtUZp5PFNNSgGGkFONJVAKozUgFRjipAaTAa1RmpW61E3WnEBnenpzUZ609D8wxVCKj/fb603oQafKMSNUTcjrj3rdEsS3gZyz46mriEKwV+Fqnc6pb2kAUMNqjJauYvfE+8stuSR/fJwPzrohhalbZC5lE72bVbS2j5cAD3rFuvE8LZWNgfxrkra11LV2Jhimmz3x8v51uQeB7xo1ee/tYGP8OC361ssHRg7zlqQ6ov8AbLuflx+dJcXbappV7YyJkNGXB9GHIq7B4QgiIa51SNx6KuB+dWdTTS9D0e4mM0asEKoobJYkY/GtqPJCsvZrUzqyUqbueW2Op3NsXeCQxu6lXI7imEBu5J9T3qtGGHXg9xUwJ9/yr7aF+VXPnpWuIUx2ohcxTxybFcI4fa3Q+1O3GnDbTTsI0W1azutYa8vdPXyWj2rEnODUCyaP/Y9yHtpBfM5MZ7KtV9inoaXy1foxB9arnFym0dU0/QriCfQyJZJIis4k4GfWsGSRppnkfbudixCjgE1KsAAxnHrUiwoDnNJzvoNIjhid5Y9mAxYYz610niVdRe7tk1B7disQ2+QMDHvWIoQVL5uTlmLN0yTmjn0sFtQ8gYFNeHAP0pTcVE0pIY+1RcpHJzl+Nr4x61Fskbq5/Cr4W0lcLLJLHGO6Lk1bgudLs+bewknlH/LS4b+lbpEcxStNGu7xshDs/vMMCtm18MwRjdPJubsqjioJPEV26bFhhVew54qBta1BuBMEH+wtVoLU6RLVIECwwhc91FRyRlCWeQAerGuXku7qYfNPM30OKrFZ34IkP1Y0uZCsdcl/bQSIxuokx3B5p6eIdPiYs11uI9ia5FbOZyMIB9anXSrllyQSBzwKzqSXKy4rVHeeM2Euk2zA8M6kf981whhbtXc+KiG8PWpPVTHz+FceJQqnjmujILPDtPuzlzRtVFYgR2jGCSDSy3BKMSeg4qrcXOScA0yOTziExkkj+deniKiUGclKDckz1/R9sOk2kWMYhX9RmtGWMSQleoIrDu4J7cRGNjtVFGPwq/YXhlQbjzX5RjIuVV1E+p9tS+BRZQGUlweoNWpxvtN3cHP4Ul/FslEgHB606AiWPYe4xWe9mWkUFYdKzbpdl0w6ZHFaGSkhU9VODVTVlOyOUdMYrqpbkstaa+6Bx6P/ADrRQ1iaNMCblM9lYVsxe9ZYmDUgi7lpamTpUKdKlXpXDI0RMOlKOtNU0+sykAp4plOFJjJBSimindazYxe9OHSmCnCgBacKZT1pMaFHWpVpgp61DKHnpTTTuooqEA003bTmoqrgNp60lOFD2AR6iapn+7ULURAiJp0ZwaYetOj+9itHsBDcAib9awPEmqHT4LaOKNpJ52JCLzwMdvxro7pcPnrnjiub1TU7Oy1IyytHviXZycmvRwUVKd2r2M6mxjweHNY1hxLf3C2sJ6J1Yfh/jXT6d4Z0bT1V5EE8g/jnO7P/AAHoKxItfvdRk8uxglJb+LYcfnViTw9q92u+41prcn+BI+lehUlUl7spKCM1b1OrbV7KCMRiRVUcBRgAVkalc6fqxRTqT2kqcLJGQfzFc/JokkJK/wBpSXco5KLFuOPXAqp+6U7WSNz0IwoP86yp4WMHzKV2D1WqOyh0TRra28681G6vsD5neURpn6L0qmvhux1m6LJYTpZYwHdmJJ9Vz0FY9rcm0MdzNYzPbofkDYaMH3A/rXUWvidtSheCGUw3RU7M+3Wql7WMrx1ZjKCscHqfh7+y9cutOknLJDGJFfGSwqsLLT3hLrqA8zGfLaI5PtWol09/rck92kik27q6MPmAHH51miPTzb7oricSAcI6ZB/GvsaCfsYuW54U7c7RR8oelL5CmpscUAc07aiBdOuJIxJFC7qejKKj+yyKcFSG9D1rZeV4tBsjHI6N5jfcNSxB7mys55zmU3IjDlcb1rT2dxORg/ZnzjnNOW3f1rUvtv8AasiDAHmgAVeltIX1K5JGy1gQFsUlSY7o577PIB60ohcDkEVsIlveW80lrG6SRDcVY9V9aLK3tr1o4kncTuMlccVPs3ewJmQIW9Kf9n+RuO1aFzFFbpuW6SQ7iCi9RSrpt48G/wAofMMgbuTUuEkO6OOi0+dz8sbflVqPQLuTlYm/KvUvsMKH5YFH/AaesRwdqhfwrTUnQ84g8JXb4zGR9avw+Dmx+82iu52t0AP4UgsrmRvkhkb6LRa4rnKR+EbcD5nyfarSeGrGIZKkn3NdOmjX8nS3Yf7xqYaBefxhE+pzRyBc5tdLsU4WAfzqZII4x8kSj8K6RPDhYfPPj/dFTp4fs4/mZncjJxQ4XQXOA8TqJNGuExzGVcfQVw8OJUAznivTPE1rHFqdxbLxFJGMZ9CK8wZWsruSBgQVY4+najJK8YTnRkTmVJziqkSx/ZfmHO04p9vp6LeQIvUyoP1FXra8AQDHNXNPKXOt2KbOTOoz+Ne9joRWGnJdjyMNOTrRT7noV3Z7wQO1YWxrWf2zXZ3EBLMQR1rFv7EMhYDmvxtV1zuLPvow91FZsXEJ+lUoWMbY7iiGZoWKk/hTJG3Pkd62jFrQGQ6liKYSdBIufxqrNLHPYsuckdKvXcf2mwkXHzx/OPp3rmN5xwTz2ruow5krGcnoP065WHWYYSf9crp/hXURswPP0rgHLvqDTxHmJ1CEe1ehW7+fFHLgAyLn6HuK0x8FFJipstxnip0qKNcAVOorxJ2udCQ7HFOHSgUd6zGLThTacORSYx4p4pg6U8VDGFLQaTFIBwp61GvBqUdKTGhcc09aaKctZsokHSkNKKQipATFJTqaaaAKUU00qmmwHsOKrtwasn7tV5KIgQHrSqcGkJ5oBFa9AJpRlA/AxzmubgbT45JblreLezlizICfzNX/ABFqIsNCmlY7QcID9a43RfseoXsQ1acr5gBgiLYT6P8Apj8a9fAYeTpubdkYVJq9jp012W4fydNt5LhgcYjG1R9W6VYi0vULxs6nepDGf+WMPLH2JrVtYoY4tsZWOJMqBGNo/ClF5Ep2WsJmkHdRn9axqYjW0I/NlJaXFttNggiEcEbxoP7vGfc1ZTT4c8wJ+VCQ3swzK4gX0HLVOmnRdWknkbvl8VwyqyvrIHJbED6aNv7qeeFejKpDoR6bSKoaj4et7y0C6f5EE8RDxsF24PfIHY1traQgfJ5in2Y0yW3aMbiznHIdfvL/AI1VLEzjJa6GUrM8+1Zkjnt9QuVYSFHtbgJySw+6fxxWIsFk0ZK3rK4BOGjPWuy8X2KjS0uFiJfzlLNH91Rtxn8a4nyxgdq+8yuv7Wine54uJhyz0K/tSVY8oU0x89+Pau/qc7NFrqa00OyeIjLO33lyKjgvbm/1axE8gKpJwqjaBVA7ygUsxRTlVJ4FPgle2uI54wPMjO5d3Sr9o7k2NGW8lOsNEFjYGfaNyc/nVy7P+ja24Hzeao+nFYi3DC8W5ZQziTzCOmauQ6qFu7l5oibe6++gPIPtVqaE0yTRuJrxm4AtznNHh/nVEbnKxuQaa11Z2tlNDYiYyzcPJJ2X0p+iMkV1KzOq/uSBk454oTSYbkGnQrPrEKsBhpST+dGqSu+oXMm4jaxVcHoKXTJBBqkErfdVjk9qs3Gm3L3ciCMsshLBgOCKTd1oNbnqS6PYxvht8g74NWo9L04cpajj+8c1ZEQEhCJgZof5eAQTV2EQMtvbj5IUB9lqI3L84yB6dKfIzlsFRjsaiwWPYe5piLEUm4dfm+tDP82GGRUUMZVmIJYHvtpZJ4oziSRF+poAQ4JOKjIwcHoeKjk1XT0JBlLEdkXP61Xl1eMkeTbTP35FK1wOZ8cweVLbXePldPLOPUf/AK6801aBr3EigCZf1r2PVLefXtJmtTAIt3zR7x824dB+NeYfYpWuvs5RlcvsIPUNXi1ubDV/axPRoqNal7OXQ5u1n+UZzu75rf8ADp8zxJpoHXzgaoeJ7WzsNUVbMEbVxPzwW9qn8JS58UaaAesv9K+jr4n2mXym+qPCjh1DFJLue1SpuBx6mqEkbHIIrRVqRo9wr8ZlO02fdRWhyGpWuG3qMVmhznFddf2LOhK81yl3BJC5JUgZr1MPVU42M5RHo4Xk5PYj1FcZr050e8khVC5Yb4m7bT/hXVxyA8ZrO8RaUdZ0zZEAbqAFovVl7r/9avUwUlGraexz1b20MCywLeAj+JAfxNdn4fnBaS1bk43iuNscjT7UkYIQAg9iDzXQaVL5GoGYH7gAP41vjIc10RSudeI8GpVUYpQQ6Kw6EZp6jivmpaHYthoFIRUmKbt5qLjIzT1GKCvNPUU2wFAp4pOlFQMXOKM5pKM4oAcOtSiogOalXgVLKQtOWm9TT1GKhjHilpB1pcVACHBphp+KRlxTQEdKOlLSDrVASDJWq8o5q0h4qvNw1ENwKrcGhTzih+tNHWt0BU8SwCfw1dLs3+XscD6NXLaTDEb0oY0klkcF2K5CKOw985rstTBfQr8Dk+QxH1FcfomLeMtnLhQGP+1jk17GEm/qzXmc01752KBJm8mJsRg/vOMZ9q0otlk8f2ZNsMh2so6/Wsq2I8oZIwTn6mrUd6YozK+QidfauCcJSlyotvQ2ZHjiTc7bEH3mPan2yT3YBiTy4+zSHr+FU9Osbi7cXt8CwPzRQEcKPU+/tXQwuETfjNelgsnjbmqnJUq9EQf2ddBci4i+hjP+NV2WeGQRXEBBJwGj5DVoS32ZAQ4CqPmX1qZZCVDDGDzXoyyihJWijD2kjDn0mZ2lj8gyW042yIf51xU/gTWre6kSKz8+2B/dusi5x6EV6sJFwCRwKgguDI7HHcjNd2CwscKrRZnUXtdzyeTww8WRcs1m47TrtH51mX2h3VnyPLlB/wCebhv5GvcmdCm2QAg9mANY+peF9A1dWFzYRK5/5aQ5if8AMV6ntV1OWVCXQ8OfzIiQ8eKjaVP4gRXqV38LtGK5ttS1G3PqZFkH61QT4Z2StiTW7qQZ7QoDT54dSVQm9jgVQOvy8+lPFs452OR6ha9NsfA3h6CQhhc3LDr5j4z+Ardh0jQ7VAI7NU+jkmp549CvYT6nivlEn+L6HNH2fPXnHpXr134c0G7bdIkyn/ZbbVOfwZ4djj3vLcW4HVmmAH60lJA6MkeWNCSu0qPpmrUd/dRQ+UZJNm31rrpPCFpeyPHo2twXEo6RTAjP0bvXL6paXWk3T2t9btHIB8uTww9Qa0T7GcoNHr013FG7Ca5VDn7o5P6U37Ymz93DcTE+gwPzNOMMcROFQH1VaUODgEZHoTmtzEqyXl5uAWzjSPuZJMn9Kbi8lLEGNFzwavlgRjAx9KYQp6CgDPNrcEHfezYP93gU5NKtyMyB3Pq5q8FANO3YoAqPawxgbI1XHbFGRgfKB7jipmZmBB6VXzzUvYYhbGW3Yx3J6Vx/iRbTTbufV2QlyMpxw7kV1tyokjCHoepFeeeM5J49UtLFm/dJGZAM8EnFeFRr/X8csOtkzsqL6thnV6s8/umlnmlebl5Dk1oeBR5njCwiI+ZHZvwCmrNzp6zLviAEg7dq1PBOivD4ka/lG029uxI7Engf1r6jOKSoYKaW1jxsvqe1rq56Y0wTgmlW7Q8bq5nUrybLCLORWINWuUf5ia/JFgXPVM+49okejB1b+L9arXFlBMpJUZ/nXFpr8idjn1JpJfEk7qVVgPenHAVYvRidRGlqcVvZoxwoauakuyjbs4A5znvUF5qbzNveTcfenWOm3F/KrzgiIkYB43fX2r2KNBwS52YTdzLL/aGmuEUCNpXwB2zWrp3Ilb1J/QVH9mj/ALOnEAGwys8ePTJxVjSUJtBnu5FdNeS5XYzijqdKl822CE/MK00WsC0l8iZSPu966SHEiAj0zXz2IVnc64sZtpNvNWChphSuXmLsQYpQKeVo207iGYpTzS0hpgHSm96WigB61KKijGTUoFRIpCgc08Ug6UoqGMcKdSAUtSAUjDNLQaEBERRinkU09aoBy9ainHzc1KvWmzjPNEdwKL9ajNSuMGo66EJkg/eQzR9d8bL+Yrz7T5/Ktpwxwxkx+tehQHEq56Z5rz2+s57G7nhngliYuSqupG4Z6g969fALmhKJhVaTOpS7CzMnYAYq5HdJHeJvUOsI3BT0Zj6/SuasbgyOrbs5IyatG43XkwU8eZg+1a0adqt2Kb0sdOniZ9Q8Srp0TFba0QyTuOsrEcD6D+tdHDqqBI1YKWbg8968h0jVreLxVfr5p82ZuMrwMD1rrk1JWXD8c5B96+gi7HBHW5qTXkh1Ix4w5bBGf89q6i1uAVAHJx0ArzS+1UrdW0q7cI+XbPVa9GtntEggnikwki53Kc5raL6spmjtfGShH1qtNOtrGd2Bnnmp/wC0rRY8mRQoH3nYDNcj4s8RW01nFDY/6VdCQZWBSRj0rRtGak09Sdtde71GWG2Qu0bBQvpnqTWrG0xw0j5PtXMaSsWj6eTM/mXk7GW4bGME/wAIzjpV1fEkXRREiHgMxzSRcqsVsalxeSJN5ZyeMjnNZdxezqGJ4XuW4qa31PRp5/OvblnAGFCcVXn1Lw7EzxQ6XJeysR5ZlJfdn2q+S5g8SlsY9v4gne+aKEGbIwBbgynP0WtbZrMigtAbVez3coiB/wCAjJrNudf11sxW0dlpdqvAUMM4+i4rBvIbm6IefVppu7EcAfj1rRUooyliZM6KR7GxLfb/ABId3eKyUJ/483NUP+Ei0GOYf2do02oXHaW5Zpm/M8CsOOx04INzvHITnfJGZB+VVbzSru4I8vxAuw8bQDEMenFU9NkZ87m9WdvB4luZtRtlu0gt1jG7y1YbwemCBwBTvG2p2U/heaWZIpGjIKByRz7EdK4G28M31s/mRzBs9XiYOT+Oc1qOl1FEfMS4c7TktGf8KmPO2b89OMGt2erTNglcVAGIpXZmkYn1pnPWuo88mBoJOOFzUG4+poDsO9MCxkDGeKYXGajDZPNGOc4NACs3OKixuOB1pJZAhG1WdicAKM1HM0wjmWHCzFCqbxgByOM1LV9B3tqc7r3iuDTrlra1jW4ukOCSflQ+/rXnut6hc3mrJd3chaR0CnAwFA6AVHA81veS298GW7SQiUMeS3rUeqgnyWHIx3r1cvyzDYePtYL3n1PKxWMq1ZcknoidbtQobPTkg12mgWzWPh/7ROCJ75vMIPUIOmf5/jXD+HrAaxq9vatnylPmTkdkHX8+ld7qN75jFIxiMDCj0XsPyxXznFWYtpYaPqz1Mlwdm6shse2Z8HkmifQ45xknBqjEzhwVrZtLskASEV8HJyp6xPqUkzDl8OSKPldiKoyeHrst8u7Hsma7tZLbGSf1pr3dsmf8aI42qnsP2UTj7Pw26P5ki5cfxSDGPoKfrt0ui6U+w5uJh5aepz1Nbl1q1tCpYnaqjLHPQVwF9dtrupPduSLZP3dup/U162X06uJqc01ojlxM404WRqaDEtxpFsD12bTWnYWvlWI4HLMf1qn4PTOk7m/hdlroPJEVtGMdv581zYyo41JQ8zSkrxTM0rgkHitnS7ssm0tyKzJlw2QKLeQxTB+3euSoueNjVOzOqB3LTWFRW8u+NTUx5rzGrOxstiPbTSMVLimsvahMRCabTmGKjJq0IM0ZoHNLjBpgSJxUoFRIalBqJDHd6UdaAad71DKHDmg8UCl61ICCilpOtABTCBT6Q0wG9KSXlBS0rcpihAUJDzUWaml6moK6Y7EskjPzqcZ5HHrXJ6zqEsGkXZlj+0pHrEkIR2zhdgOAe1dRux06jpTdQ8NWk+mSLI6OJbo3hETdCy7efQ8V7+Spc0rnn46+jR59YalA8+2PMZ6iNj/WtQShLrfnCS/MD6kVWfwtpi3Bc3dywXnYuD831rQuZrdMk2nGcgOMKO30FerUwnvXgYwrvltI4zWvtFp4gkeOM/vBuB8rf9Dj65rq9M/tG702C4uLVo5myGXgDj+L8ansri/1O7FrpkAacjgKMhR7nsK6JvBGqLB5t5cQyvj/AFQlK4NdipuUEn0MYy966OSu9Kmmz5mqW9oPb5iasW13HYWyW7azqNyE6DhAP0qnqjzWjNCNHYFeCfODVhG+umzstIo+erNuqoxSVhzc+h1/9sW/mbVtjI+eDKxfJ96qS+JbwRsnnLFjPyoAuPwAzWEk+pFeLgRjr+7UCo3gklbfO7yN6uc1SsjN8z3Zsxa3Jc4Se/AWPcVaVcjnsDTI7mxSbzFuZp2H9xcL+ZrIRQhAUBRVyCMyEYGadxci6m1ZzmR1dbBVXqJHbd/Kus0zSf7Wt3W3eOK8V9vJwHBHrXJ2oaAMduMjpit3SLq/WQGFzErMuxivf1xVU22wlGKRduPCetQ7j9jMw/vRndWXc2V3C/8ApFpJHgYwYzW3H4v1W1nKP5UyqSOhUnHFa1t49VwEuLKQs3AC4cH8K69jkZwMltvA25x6ZIxTWg2qFQ/WvSP7Y8MX+1bqC2jc8EOmw5+tPbwx4av1LW0rx5/54yhsfhRcEeZeW0KcnnsRSC4uNrATS4xyPMNd7cfDlJP+PXVVYdQsyEfrWTdeBNatYZSlvHMAvBjkFGgzrGGXbHrQEyDXF3fxV8NWsjCKWac+y8VjXHxphBIstIMvueau5memFcf/AF+KBGxGQpI9RXj0/wAVPE17xbW9rZIejFckCse71fxDqnFzr0rg8lIjsFFwPcLi+s7QH7Rd28BH99wD+VYV9458N2h2vqqyEdVi5NeLSWKGTdOZZW7mWQmn/ZoIslI4x77c/wA6NQPS7r4s6FFkWdpcTt7nFZNx8TNZvT5en6bbW24/6ybkgevPeuRtxIQMHj0wBUs+nywzROFOCwPJ5osw0Okm0rUfFWlQ6nMkZveVW8t0P7zH9+uWvE1WzHl3dq7Kp++gLL+lepeE9SibRbe3jk2NDlXTPIOetatxZ2d3yyLvbo8ZwSff1raniakFaLMqlCE9WedeCp0ttOvbyQFZJ5FhXIP3V5P61v8A2yBurCoPEeh26xiaOco6ZwuSA/sMdTXKrFdTPttba7kY+uRXyeY0fbYiVST3PdwkuSkopHX/AGmHPBH5Uj38aglSOOvGK55PDmtXEe+4m+yxDqNxyaP+Efu0P7m3luD2kmbC/gK8/wCrUFvI61KXY2pNYQcK4b6HP8qoXeubI/mcp/vHH6GoV8Javcn9/IYk/uR/IB+VXIfAVsimS6lI2jLMzcVcaeEi7Xuxt1H0OfOrxahdfZ3YiBh97s59KnmxHtwMY6AdqvRjTIp3GnWyOYR800nT8AeorOvZBjPfrxX0OBS5XaNkeRi3rudJ4S40udf+mxxXTToRGR6Vyng+XdYzHt5m6uxblWz3r47MdMQz2cNrTRlOu5SBVQggkGtJVAlwe/Sqt1AUbIHFc8JK9i7alzTLnnynPI6Vtpyue1ckknlyLIOorpLO5Esa+9YYmn1RcZdC1jmo3NTHBqGTiuOO5bIGqI9ac5qMnBrdEjh1p3emA0o5NAEq1KvSowKkWokWh6jvTqaOlOFZsB3alpKWkAHikpetHFACUhNLTT1oQCUucjFIetKvJxTApynk1WPFWp1+c+1VmFdENiWMB5NSvZ2R077TveI+eQ+3kNwOtQkE/wAquPcQzaRJHd2kUsZlMWEyhGFHIPrX0WSxu5Hm4ySVrmhZpoQtxELSALtHQfMCe5NcLr2lva6m72s5VV6CQeYhHupp9zb6haHfaP8Aa4+CNpw4HoQetZl3q0674bmF0mbgiRSCBX0a2MLwZ1HhvV2s7QLcx2q3RJDm2hEYIzxwK6KTxU4VVymOuDzxXl0d4VKuDz061LJqLMowD0pqbTNLxSNPxRdRTais8ACs4y2O9c5NCknzAAN396dLdlm3tAsjdAWY8fhVV7y8zlGRf91BSbuzOTuWIrWViMISB6CrRsJMZKN+VYwn1KV/3lzIq+gOKtJHKxG6Zz/wM0EMmktYo8GTjHvU8NxGh228Rf8A2+gqOHT1dgZCx/2RzV9Y9uEjXGTtAHelqIfBveVWkAKAgsM4BHfmur0q80W+1K0EBnikMg2pHMJVOPUEZFYNzo2r29u5jgjWUrjZK+wrn0461n+H9H1C08YadPPYyRRoJGaQYZeEPcVrC8TGo09jopLKCedmg1W1fczEpNuhI5zjng1Z07Sb1NStDLZusJbLSROJFwB6qeK8oi1G8idmFxKH5+Vjx1PY11HhDXNQfXVikEYRYJpSY02n5UOOR71qp3MuU0WdQxExKsWPEgIP61c02FLjU7eJDjexyUbB4BPb6Vh2fxAumTbdJJIhUcSxrKP1H9a6LQNc0nUdUTy7KCOZYZZC0LNGQAhB+ViR3q+YmwttrerWhP2fUJgpzhZG3jH41rQeN9TjHly21vOXUrlcofzGaw1g0m5QNb6jc2oI4FxEHX/vpans9KuFvYXjuLO7gUks0U4z909VOKE0xHmH2SI8eWufXFWrO2DkptG7GQelWmhbncgP07VPaoobcRgjpW1jMyTYygkqOhzitGKxtLiAM0O2QdTmpZG8q7Dfwk5rWjtreaBZ16n0p2Ax30uMqNpIPvTDpygBSQa6KCOIoUbr2yKzNUDRMBgDnjFOwygkAgdAV+XNX7sI0APXHI9qsR26zWqkryahuYDHbt9KTEZFpcSwX4mjcqScEg4zXrXhC2s5L3zZIVdJ4dzPIxOGX09M5ryCAj7QM9jmvWtAt7hNAtUiRnmlG4Ljt2P0qUlYaZZ1+9tW1ZoFMYigI2KFHp1rJfULNB80yZHU5FaOo+B5r+xmmvLoGRRuJjOM+2azbXwfpEIDzQmQf7bkivjM0hClVvUk9T3sJNShaK2IBr2nwyAvPGT6b804+KbZmxEjyN/soW/pV510qxAEFlAp7bYhmpITfXI/dQCFPfj+leZzUEr2+87bSMmTWtQn4ttMuSD3KAfzqjcw6tqMbJLAsQPVZX4P1Arr0smb/XSn6CnPDawJnb26k5rNYuEX7kdRuLZ5/H4fuvOeeUlptm1QhARfwrl7ubG9c5IOD7GvTL7UI4ZWMYJ287V6mvKbqQyTSvg/M7Ng8dzX1WTYmpWTUzxswpxjZo6rwY++yuEPGC36V3qjMa/SvO/BPzW16gPzK4P4EV6PEMxL9BXz2brlrs9HBu9JFCb5ZM1M0QuIcd8Uy6XD0sEmHAz+Fecm7XRu9zImjaNypyOas2Nw0Mm0/dPQ1ev7QSx+dGDkDkVj84AzyK6IyVSNiZKx06S7huzSSNk1nWNxuQKTyKuE964pQ5ZGsXdEbHmkAzTiOaBTJCnLTe9OXikxkg5qRQKjWpVrNjHD0p1JRUFDxS00GlpDFoPFFA560AJSGnEYqNjQhDSacrYIph60dKoBlwp35Peqhq5OcjNU2PWtoEsj75OcDqadNDPHpQMtvKM3RPqMbRzxTB16ZPuKhW8ntNLme2mkif7cR8rdtlfRZK/ekeXj9kVjIhHysO2cdauatKx1O6V1V0L9HXPYetVDrlw6kXVva3WP+ekQB7dxirupzaZJqdwJUu4HBGXiIkXoOx5r6hao8spW+n6dePKJrCE7YWcFRt5H41Q/sPTpUDJ50Y/2WyK3LC3jkkuBa39vOWtpNqEmJx05IYf1qjPZ3tpjzrWZBj7wTIx9RkU+UOeSKjeFrdrUTpeNgv5YV4+hxnrWReaNLbAyMAY+7oMj8R2rphKDocO1uty/Q/7IqAzAK4buOe4pOPYtVJHIiyQDcxJHtzipF8uFf3cY9mY5/SuwvtNsIb4JHAoHloWXPUlcmmWdpYi4izp9tIrOoIkDEcnHY1Cg2X7RHIrK8nWYn2HFdZ4U0m9/tC31NoWaFXwgkHBOPvY9K1Z20X7VKj6cbZkfAMG116/3WGau2LRSXkawajFKCT+7kUxv09OlWoWZMqnMrGqvjO3O6HUNM+ZTtbHceuD1qWO58N3soNqRb3ByGypXA7njiufme9gXdd2bSJ/eVRIh/EVHZS2MrXLxxLGwtyXCnb1wOlbcxhY6GfwLpeoDcrw3UZ6rIgfj6jmsf/hXVlp11PPa2hieWCSAeTLn7w5+U1Dbu0LMbPUfKL8YY/1rXsdb1a3tpJLrF0sBVlCMCWBOP5ZNVow1PP7v4VX0K4tLzIH8NxCV/UVHpHhTWNHk1CS4tNyDT5kR4nDBmbAxjr617HB4z0WYKJJZLdz1SaMrj+lSTS6XfKsyunlA4ZxwCPbHvip5UPmZ8wyQ3NiQGSeBx1yCpHT8K6TwPPdXPieCGa4aWIQysQcE9MDn8a91n8P2N3F5azhl7K21xz9awB4OtdG1VL2C3t0lZWj3RoVPIJ57HpVKKuJyPNp7NdzAAVT8oK4BFbE46mqLJls1uZlea3DgEgUWZe3OzcdpNSu3QGnJHu5FMC6uCAfSsvWUyFYHJFaMWVX39KrX0QkjJPX0pDIrKfdAvPTirM8Rlt2xzkVk2ZKNt4xW1bSKR5bGgDmrezkl1GO2hBaWZxGqgckmvpfTNNisNMtrYYJiiVGYeoryDwrbQW3iCe+KBp4rYmAN0DZAJ/KupuvEF8+6MSlev3azluNHX61JENLkSJwcEA4bkVxF15krbI15HFO09Z5jLMSxLqQcnqBzUz3lvDHvZgBjPNfE8QQmqyaVz28ta9mypBpnlt5jkb/Q1YeO8bhGUL9KyrnxNEGKW6GV/QCn282t3R3CJYUPdua8X2VXeTsejzF1ra+JwZFx61E2mTzf62c49KtQ293jdLd7v9xeKWS7ht1zJMqj1Y9aj37+7qFyrFosEeWLEtXlvjDS10vX7mNRthlHmxkenf8AWvUW1uzKHbK74/55xFv6VwPj25e7+xSm1njRNypJImNwOOK93JJ1o17S2Zw4+nF07lDwPMq39/Cejwhh9RXqUADRL9BXj/hFtmtuv96Bv05r1+xO6CM/7INRn8OWtcMvf7sr3seUOB0rGeWSJt4zwa6WZAynNYssG2RlIyrV5GHmmrM7prUtWF4syAEjd6VV1Ky8mQTIMxv6dqzlL2twcZypz9RXQ2dwl5b7XwQeo9K1lH2T5lsRuYsL+VICOhrWR9wyD1qleWTW02Dyp5U061c7ME8ilUtJXQ1dF8DNJikB4oY9K5yhM81IBUeORUoHFJjSHDgU9TxUeaUNUDJg1Lmot3NPGSKljHg08GowKXOKkLj80dKZmkzQFx5NMY0ZpDTsFxveikNJnmqsAsgylU2FXTyhFV9uTVxegmQKuWAHXtxVZ1spdKug889ti9BLSIJFJ2+3IFaRRY13noKw5ElGj3BeNog96rKzKV3DZ1HrX0GSv35HmY/ZET6TdSozWcttef8AXGUBsf7rc0muiWDWrnzI2j5GN4IzwKzZhtV2XrjO4HGa2tT1O9tNWuYo7mTy1K/u5QHjxtHY/wCNfVR2PKZW0yRma83AFRZydvpTbPUZLRwsdzcQg9o34/EHir1hfW1yt79o06GNxaOxktcxsy8DoeKpC10yYA2upNG/aK9iKA/RxkVoQas2qq+kWhura3uleeX76eW3AXoVqo0ukXUTBjdWLEdSBKn58EU2602+t9Esf9HEwV5md7dhKoyRjke1ZKyBmEbHaWZVwcg8n3p2A6jVLCW41SYW09tM4CjyhIEfgY+6ap29ndW+r2cdzbTQZnX/AFiYHBqprpV9ZvNyg4k25IyePerOg3t3b6raQx3U6QlyWTdlcBT2oSAhuHL3Mzls5dun1qzpEZ+3khjtS3mOCT6Y/rTTqqTEte6baynJ+ePMLfmvFW7CXSNt7It1cWxS2fcLgb0VScZ3DmgZVsoZ7JQ0Nw8TADBicr/9arcGsNJaX/2o29z5MaK3mR8sGfuyjNZE1nrNzC32GS3vrbqBZzhmI90OGqjELmx0LVBPDJbSNPBGBICh6knGetOwjZim0q6yyJc25/vW8glUH/dbmtSziVNOufsuoxzM7RqDLmIr3I+biuCKwzYfcYpR0ZTgH64rQW7vLPwqS8hLvqGwCQbwQqc/rTQHWTtfwL/pNrI8eOWKh1/MZFOtprWWwuGRCv71EJjJxnBNcXb+K3tXVdkqP6W8xBPvjpXWQ6/BcaMlxcmCbzbpo1+1xiMnaB3Xvz1NNAXGlZ0Kpc8BiQc8ir+iteNcTC4vZJ4URmTc2QDg1jxtZPGCYb22TBYvAwnjA/nWxpBjjstRmjuo7hFhYhghVl47g1XURwMsyZOQQaiwuzf/AFqh5x34ZvzpxmAOM1uQSOctToyUIPP4VXaVV5JpGukGKANaGcIvKjPrVO6uUCvxnNVTfoRgGqzuGBxzSAjtZkZzuGMHitMfK3mLnPpWEhKzE4wKvNcmNQ2c8UAdBb6g1rMlypAC8Mp7juK6qytDe2y3an90x+THf/Oa8ln1CV5AEOF75rqfBXiyKzuf7M1KXbaM++ORjwrdx+PFZy3GttT122tRp+nA+V5k0o2hR2B61w1/oLw3j20808khP7qNRxtPf+daF94vIuSbVhI2ONr/ACoOmaxLnxH9pmEl1PLcz42hYvkUD0rws3lCasviPRwKlFt9DZs7Ww0793aR+fMOCUGSfx6Ul1d3SHMt3BaqOyL5jn+grHS+1O9XyoY/Ii6YQYq9aaNGmHuZDK3p2r5WVoO83c9eKcipLM9y/Fzf3Oe28KP0p8Om3BO6KxhRuzSEuf1reTyohtiixj0FDNI45O0egrGWLf2VY0UDCuLPVgP9ft9k4x+Vcp4yEsekW0dw5dvPOO+OK9CuGcQMEY5rzbxv5ohtPMYkvK5/SvTyqrKdeJy41WpMw/DknleIbUnjfmP81r17S2LWsRPpivFLGQwahaS/3ZhXs2kSZtsdwxFdXEVPVSObLZaNGuUDLWdcxDd71pAnbVSdcmvlISaZ6zRjX1mZYxIn314x6iqFnctayggnaTyK6BMgjpWRqNl5LmVFIif9DXpUpqS5ZGLVtTdzHe24DHtwaymjMExU9OxqtYXrWzhWOUrRuJUmwwrJwcHboNO4oYYFP61WUgVOhrOSsMkUZNTAYFNUdDUlZNlIjbrSU5hTMUIYoPPNTg8CoMVIpxSYEozQTTQTRU2GLkUmaTNIaLALmjNJiinYBpNFGKKYDgajLBDThVW5bBx61UFqTewt1MPII4IPWq0V3c2+iOUm3bbtQUkUSDG3pg9qilLCPaD+FXWgtbjTJI4LnyP9IUt9p4GdvYj+tfQZT7jZ52N1SMiaayuUYXWmiNiPv2chQk/7p4qzq1hbz6vdG31GBZtwzFdAxt0H8Q4NRXWl3kEYaSEmAkfvYyHTqO46fjUerRmTWLwABlMn1HQV9PTeh5UkOttOvbODUXntpEQ2h2uBvVjuHcViqFZflwQOM9a2NLlubK01SSCaRGSFQu1uASw7dO1RvqgncPfWNtcKOrxgxSfmvH6V0LYzGvNJa6bpRglkhYJKw8tiv/LQ9h9KfBqt5cXkCXUVteK0qDM8Q3D5h0ZcfrVi+i06W005Y72SzJtyUjukLjBY/wAS+/qKSx0O9TUrKYIs8AmVmlt3EigA9T3HT0psBNRuNGl1K781L20kMzKZIyJUY56kdat6Rp8X29JbS9t7vEUjBEYxSD5T/A31rmJdWa31C4mh2rKXYbmGSAT/AHfWl0eRpLnUp5XLmPT5uW5IJIA+lCAbetfaeu25tbi1J/imjI/XpRpsu7Rddm3Bj5MUW4Hk7n9fwqrZatqmnxqtrqE6oesTtvX/AL5bNbkGqW1x4bvptS0qBke7ijZrH/R2fqfcUWGzmlZVkDgbXHIYHBH410sGtalb+Fw7XBuBJfGMJdKJl2qg4w319qzxZ6NdHNpq0lqx/wCWeoxYH/fxeK0b/RdSh8N6ekdqLpBPPPJJaN5qDOAM4piKi6hpN0D9s0VIX7yWEpUn/gJ4rSnsNOuPD1hBbapFGjzzTKmoJsZ8kDGRxx71y6sokCN8rDqrcEfhWvqClNL0WLHBtGkwfVnJ7/SmgKd54Z1WyzcxWTywDrJCRKo+hXmkv2EfhvRYH4aVp5ijjB5bGcHntSwSSWrCS2mmt3HO6KQpg/hxWrrWsXiWulx3FvY6gGsleQXsPzMSSeHXkHBpiOQN1dQ/JBNPGBxhZCB/9evS/ClxcH4a3t3cMXlk3qrHuOlcDJfeF5m23VpqejSjPzROLmEfg2DXotvDBp/wztora4FxDJ8yzCPYHBJPShbiZ5ispRiTyfU1E92zE8cU12wGJHAqDkjIFbkkpuWPU8U5pQU4P4VXw23pTSGAoAlJ3Dg80LK6nGeKg8xwBgdaUMRy1SBI7k9DzTgzsu081EZY/XmnK6sM5oAa67V5FV5EDKB0zViRoyOvNVXJzknipaAW3upLSYeXIyoWAfuCM16pZ2NrGQIo1K9QfWvIHIbKn+LgV6r4avlvtHtJs/Ns2N9RxXzme0/dU0enl9TWzOkgCpgKAPpVgVBFjg1YBzXxU22e6kONMNPxkUwqajcdyKX7pFcT49t1fRI5wOYJhz9a7rymYYxzWD4osVm8OXqSHC+UWHPdeRXqZVNwxEWjmxaTps8gycjAwRz+NexeH5fNjOTyVV/0ryCPDvGB3bFem+FJ8x2oPVoyh/4Ca+iz9c9NNHnZe+WTO1VeKimTgmpk5A7UOueK+FT1PZuZpWmvGsyGJxlWqxIuGqPFdMZNaoTRzdxbPbzeWeMdD6ipIJiowa1r+1FzFkD516VihdpI75/Ku6MlUiYtWZoKc81YSqUL4ABq5GQawmikW0PFP61CpqUdK52i0B6009aU0h6UDAdKdTBTqAHjpRSA8UmaQxc0ZxSUhosA6g9KbmigQtFJRQNhmq1xzzU5NRONwNXEgoScjA69qt7E/suXGOZ0JB45wR/So/K+fOOlPhmaAuAsTq/3kkXINepgq3JURy4inzRKatJbSK8DvE7MAfLJB61Y1K7WTUblbqxguAspAZfkkA/3h1/GptlhLIgXzrRtwwB+8TqPxFPvtOmkvLmURmaPzCS0Dbtv1HUV9bSldHjSWpXhhs7jTrtLe9eAs0ast4AAOc43CqU2lS20fmzpKYdufOhAkQ9e4qWS5hj0i4Mf74+esfHqAeDmsM6ldxBvIuJYHXgCNiM+2OhrsjsZMva5dxRT2sMYZttpFnPbIzVHw6zjxJYy72UqWkJjJXgISa1Nb1NX1Se11DTrW7SNUQSKPLlHyjPzDrzmotFg0p9Se4trye2kSCY+VeLlcbccOO3PU1QjNTxFeXa+XfxW1/E3a7iBb8HGCKvaedGlsdVlW3utNJtxHI6Hz4wCwxgH5u3rVB/D+pxW5dbYXMIGfOtGEqY/DkUWuY/D2rMQctLbw7e45JORR1AVNAmuBnT7u0v1PQRSbJP++GwaLy2msPC4ju4ZYJJNRLFJVKnCoB/Ws4YPzlQNv8Q7fQ1vvrGoafoOlKt0ZBL57tHcKJVKhgAPmyaY2c0Mrzg49T0Nad5LLZ2Ghm2leGUWbShonKn5nzninyX2jXeWv9JNs2OZtNfZ/wCOHj8K0NY0qCe4tILHVbXzIbKGNba6PkuRgnqflJ9qSEZ48S37xlb9LbUY1HS7hBbHs4+YVq6w+iPdW0FxHeWMkVpEAbbE0agrnG0/Njmuev8ASNRsY8XVjPGrjaJAN6HPHDDjvVzxBIH8QXmw8Iwj45xtUAdKBkg0OW7SRtK1Kx1AbThFk8uX/vlsVP4khe11JYZ4JYVit4olLIdpIQZwfrWDHGJ7iJSoZjKi56kZYCt7VNe1O08Q6iLW/kECTMiwy4kjwOPut9KaBnP3NokkDsMMMEECvRfEH/Ev8A6bbYPyWxPH0/8Ar1y66lZaiypf6HCZHIBm09zE2SepXpiup8deWIrOwZ2TNsdo27uBx+dXEk8xaNdpVearMPLOMVZZipOOnrULHc3IrYgQEMp45phibrTfMCsQo6dSaUTBu9IBrD3qs5Yk+lWyAT1qKRAEAByaQFPnr3qWOXAwaa6E1GPloYD2kGagdyxpzScdKhLknFSA0AhsnFdp4Cv9gurFj0PnRr/OuLbrWr4VuobLxNaS3EwigJKuWPGMVw5hS9rQasb4afJNM9kiJKjaOMVchiduCMfWsL/hLtLTEWnpJet0xCuR+dKupeIb75YYILKMjO5zub8q+Hjlteo3pY+geJikdEwjiUvK4RR1LHFZ02v6fG/lW++7m7Jbru5+vSmWnhy2mcPqM099L1PmsQoPstdHbWVvawBIII419I1C16NHI471GYSxT6HMyTa5cxs0cEVmgGR5nzt+leVeL7zVf7Ve3vrt5g68ADCkfSvepEG1gB1FeOfEuz8qW2ulAGGKE17GEwdGhNcqOWvUlODOU00CXU4VHJXLEfSu78PTeTKAP+WUw/JhXD+GI/M1OZv7kBOfc12GmnFxP23KpH1BrHNWpNxHgo2imelwvuAzU3UVmadcebAreoArSU5FfDVY8smexuVZl+aoDV2QcHiqzFe9OLAhyQc+lZepWux/PjHyt1rXJBFMIVgVcZUjBFdFKfKyZIwUb0q7Ecgc1WuITbzlf4f4akjYDFdE1dXIRoL2qb8arRkYFTqciuWSNEKR70lLQOlSOwmcU7ORTT1ooCw4GigUUhhQaKOtADadRRQIKKKaetMY09aaacTTTVIkjfApAoI56fypJDxToQW4wOe+OlbQlytMiSuiCf8A0O6gjmV8vKgXKkA/MPzrP1DUbr+0Z2t5HhxK2DCSh4Pr3rUt5JYdZiihmcI04LxMdyEYySAenTtWZI+l3srvJHLYyOzN5sGXiOTxlT0r7PBzUoJnh1o2kyQayZNEWXUbaO833ZXP+qfCr/eXqearCHS9QdUS+e3mLKFivF25Gegdev41Jd6PdL4fs2twL6ITSyF7b5sA7RyOo6VmaYgl1myjByftCZUDB455H4elelE5mWvEenX8Op3VzJau0EkpKSx4dcfVelRaYyNDqk0bAhbAqeeQWYDFQC7mtr64ntLmW2kaRjuikwG57r0Na9rqiy6TqsuoWcFxxDEXhUQyOC2cEjg1qhMwLZ5LKdZoXeHPzbonMZI98cfnW/8A2tPL4dD6jHDqKy320CdcEqqddy45561lm00q5kC2epvbMTkQ6gvB+kg4/MVd1HTb+z0GxjaAzKJppXltyJEHQDp2pCKWzQ7ltyzXelSY6Tfv4x/wIYIq/q2iXxsdKFmqXsENkAz2rBjyxO7b1xWAHAR2VgcDpWhrv7vWkEZeN4IIIwyOVYYQE9PegDGlVtxhZWSVjt2SDa3PHetPxSUl8TXysF2xsIhnp8q4q7pmsahd6jp9pd/Zr6N50UC7iDsvzdQ3XPFRajN4f1K+u5JBfabO0rkyRkTwsd3UrwRQBU0O9vbbVbO3s72eKOW4RWVXypG4Z4OR0z2q1fa9bXeo3Y1LRrW6UTuEmgJglAz3I4J+oq14f0Gb+3LK7truz1C2jZpSbeTDjCnGUbB646VzM6zRTlbqOWGVmbckyFecn1xnj0oGdDpNpol/rVi1tqdxbOJ1cWt9FknHOA68du4qDUdF1Zbi4vFtTdQSSvJ5tq3mrgnP8PTvTPDSZ12GQDiCKWU59kPP60yxjksdssUkkM+MloZCoHf8afQRNolkkuq2SStiR51Aj6MOeeK1PiHa3eo+LXEGpvafZrYKqBcjJ5NX/Dep3mpeJLGC8FvcjJbzZoF8xMDqGFUvFEvma9eOCcE4/LihNhY4QzBwSpwvpTApcHHYc1QW6IY7hj2qyt7hCNuPWugzHFQeKrtFz8pNHn7gWA4PFCZbOD9KAHrJg4I6d6exyM1XcFcKSBSK53Y7etICTHykmq0mAeBU7yqBiq8jDdSYERPBzUWQTxUhxgj1qNlCCpGGcio2FAbsKaz4oA7jwJfjyprRsBkbepHcGvS7Yfu/pXheh6idN1m3uc/Lu2uPY17dp0gkhBB7Vx142Z20ZcyNq3Uhga0U6Cs6BulX0bIFYm4rIOa84+IumfaNEvgoy0Y81f8AgPJr0sVzniG0E8bRkfLIhQ5HrwanZpg1dNHifgVQ01++P4UWuwsICsxOPXFc/wCB7Iwf2rA4IkjnVTn2rtreNFGdvIGK8bNKv71nRhY2gaGjzYV4zwQcgVvRSA8VzVofKvCegYYrbSQDoa+axMLu6PQi9C/gMKpz27AkrzUizYHWgy5FcsbpjM5ndDggimiUk1Zl+aoCgHauhWAiuYhcRlR94DINZ8ZPfr6VqiPNUbqDy38xfxropzurMlokhbgZq2prOjbpV2N8is5oaZP2pKUHIpKyLuITS5pMUYoAcDS0wCnjikAUUUUgCiig9KBWEPWmmnCmscUxjTimmkLc03dVpEgRk1ZgARdxqshy1TODtwOlEhXLOn6fDe3kUpkZLiLzFVs4BJHGa5/VPDmq6TH5k0JmgHDTQ/MMe47V0Onp8jrkgsRhgeh9apaX44vNPf7LqSLOiMUaVOD6c19NktbnTg+h5GNhaVzBunkTTtJNu0kbJA0nmRttI3Occ9e1WtJ1O4udZtY76GC8xudZXXbINqk/fHf612T6f4b8XQrJFMIrgLtDRHawx2I6Ec1kf8IPqekXsk8TreQC2lVCo2yBiuBx3r6aKPObOSW30q8ANvfy2Urf8sr1d6n6Ov8AXFWpNLvLHw9cloN6TXSbZIW8xSqqecisyS0mtCILiOSNuhSQYINakDTWmi2jQTywSSXMr5ibbkAAAEcgirsIw/lkhJj3MmCWB5/yKv3FxcafbaQtncy27Jabt0L4GWcnkdDVy5v1dHOp6fb3PHM0f7iX814P4iptZsbK7uYY7bUVtp4oI0WC7GOAoI+ccd6dwM9tWS88qLVNOtb0lgnmIPJlGcd1wP0qxrUGmXut3ph1b7LceaUMN7FtRiBj5XX6d6hs9GvoNe00XNo8afaEYyL86MoIP3hx0FY0kv2qaeUYbzJWbjkcsTSYG5pmi6lY61Z3U9qfs0Zeb7RCQ8eFRj1HvjrXNpIJQW6nlhg89TWx4fllspNSubaaSJobCSQCNyAGJABx0z+FR/25HeRr/a2lWd6COZoh5Eo/EcE/WgBuhbEu9QuwuHgsJG3qMN82FH4806x17VyqQPOl7bhQCl7H5oH4nkVr2Gl6bLpOpz2t/PbieNINuoKFCfNnAcdelVrvTNQsoVLWjCHHEkI8xT+K0mBoaYdHWHUZjZyWEy2pEskEpkjG444U8j86qR6M9whOnaha6jxwgbypMf7jY/So7b5dB1KQHPmzRQ/ezn+IiqUkce1SEBcckMP60mB1HgqzuIPFLm7tZoHt7Zm2yoRz0696xNXm83UJWPuT+ddN4Pubn+zNWlmnleOKMKiySFwpI7E81yF/lrqYjkdPyFU9gODkgKHBTjuc1E2TwOfataeLeuQp5rLlgaJiwOTW5mGW2gN8uDnFP8wqvI49agUnB3HJp+0MBn8qQxTNvONoP1oL4bAHGKjkCp0BNRucoOeDSuFiaQgYJPJqu7/N1pGPygAcUwIaVwtYUMc8U1nY9qUAqaac80XAZkgE4qF3x0qQuB1qpI4JOKGMcZSFODzXsngjVzeaNbSHlgPLf6jivEmcAZ/Cuy+G+rGLUJ7CRyElG+Mf7QrCtHmVzalKzPdIZOlaULdKw7OTfEDnmta3fJrkO40lArO1ePdDkdRWjHyuahvIvMhNKS0Bbnk6232HxLrAVcLOY7gH8Of1rcERNgJMcryKTW7UR3aT4x8vlk+uK0LGMTWKr224r5jM5fvbs78PHSxAkO+FH9s1YjbbjmoLWTZE8LHDIeh708vzXlzu2dCLQk96fuyKqLIDUysSOtYOIyQjNIV9acoyKdszU3AgII6VC6lxg81cMZx0pDEdvSmp2Y7GO67HqeNulLcRYPTmokyK6G1JE2sXVPFOzVdZMCplYMKxaGh4PFGKAOKORUlAKdTRTqAClxRigUgDFJin4pMGgBhqNzgVK3SqkjnIqoq4mxCaYz4zSM+B1qFpFIOTXRGFzNskjm+bqBWnHtkYKD1Fc2ZcNVi2v2SVOT1qpUW9ieY6SHFujyOcBFLVw1zFMXeXY2Hcv+ddPLM2o2d00e4rGM4Bxu9qxonEgPlMSuM7GPIr3MkoqPM+p52OnsZKPJC6yQO0UgPVODXWaJ451a2YxzILpFHZsPj6HrWMywSna42tjkjg1NFCgXy3n8sAfKxhEgPP8XevqY9jzD0KHxHoWvQJHewRkt0WRM+3XtUN54Hsb21t10y6+zxwhvLQneh3HJz361wE8ESRvI0kZjjk2kx5Ukf7K9qSy1y/sJSbW4cDORubt+NWI0NT8KazYbUlshcQvhd9uMqvI5I61ia/JHJr94SRkTFNjcEgDHT8K7Ww+JIRhFqML7SMGRBx+lbjDwp4siHmx28jNzu4STP1HNIDzPw1c3NlqG63uZYoYbeWV4g3ynahxleh5NQRapb3rIdU0qJpMc3difJkz7ryprvbj4biD7ZJpV6zGa2eKOKbopY/3h7Vw114W1vTpvJudOkRCfldPnjP40AWbPS7efStW/s3UFmkuEiiWG6XyZFO7JGehzjisttDuNNCvqNs8PojjKt+I4rZitksvDjqPKm867w25dwAVegFRW1/eWaGO1uiEPWKT94hH+62aAFmumm8L5JXEt7hQCNoCr2/Os6zubiyfNncy25J5ETEA/h0roLi402fR9PS9s3gaUyTh7LovOMlD1ziqK6N9qBOlXtvfD/nmT5Uo/4C3X8KT1AsSaok2g2z6lZRXX2i4kJaIiF8rgZyOCeaqpZaZdjNlqRgfPEGoLtP0Djg07U4ntLTSrOeNopI7dnZXGMFm/XgVnMgVWyAQRg5XqKGB2ulWM2leEL5bhFR5puCrBgw9iK4adj5sjZ6kn9a7aJFs/h1YIFwZWaQjp61yEaoUO4fNgk/lVS2BHIm43HCggUMgdMMPrVTzD5uWPHoBQboE4DfnW1zO4S2yYOwYPvVJgyPyTkVZN0oBDYBPpUUhBG8N07Uh6kJcnIJzUZFKSSPrRuHeouUAHGDSqMHp1qJrhVIBqKS9VPunmkMtsYxw5xVaWeJQQrVQmvDITuNU2mZyQo/E0CLUtyOxqqGkkYiNST7UJHk/P8AP/sirSQSN8jcJ/dHFG4FYRjkOdzf3R2rQ0yW5sb23uo8KYXDYHp3qRLeJUG0Z9qlUHoAFHpT5boObU960a4SaJGRsq6hx+IzW5ASGrzzwBqPm6YkMhzJbt5Z/wB09K9CibJziuCSs7HfB3VzXgcFQKkkA2VSgkwetXcbxSZZyfiG1Z7aXavKjcPc96raG4ktQAea6TVYAYQxHBJz+Ncd4fdre9ubV/vRORj27V85nFHRyR3YaWpqXNijyeZkhxzWZNKI3K5rpyiyLzWLf6WdxkAzXz9Gqm7SOooRzAtjJrRhBIBrCYvbTl9vTqDW7p95b3CrjCP3BretCyvEC4qmpRHUyw5GeMVIIwK8+UrBcrCP1p2wYxU5QUxkPao5ikzNuoQATisp2CnArpXh3rtIrPk0tWbIBrqpVYrcNDLj3OcAE1fhhIHINW4rJIgABzU3leoonWT2EVAnFNZTV3yqYYqzUx3KmMUVLJHtquXAOKta7DuTgZFQsxWpY2yKglOGxTincLj1l4pHlIqsJQjYbipS6Fc7hV8hNweQsMc1UclecUsl1FFnLDjtWfPqPmHEYrenSbIctB804AOSBVP7T1+bNRSFmbcTUePauyNNIxu2SmUAU+GKW4cCNefX0qFRlgK6XTLQi3VgOtTUmqauOMWy5Ywra26xoN23nB/iz1rB1vSvsmoKIFJhnO6E9Nh7iupii6A1znjbV4LW40zTXba0hMhfP+r7DP1rXKK83iOWOzMMbCPImZ8cvyYnAkHUMRyKGMhO+Ehh3GcGqygofLb7ucU7G44A4HQ19qjxSYXLOSLiIjPHpS/YEnjIjkVSeisM5qSO4khUKzKynswzU0dzZZAwYm9RyDVCMaeyuLcDMeVJ4Knn8qpqWjl3CR4pVPylTg12AmD/AMSSKeoPWqV1bWd0fnjVSDwx7UwJtE8U+ILQb5JhNbIcFpRg/hiu207x/ZzYju08tiecjg159LaTso2neoPAB6VC0MsS7ZY2Bx3FK9gPVrjR9A1+AAFEw5dDCdpDHqa5bVPh7qFvufT547tBnEb/ACv/AIGuWt7ue0YNbTPGf9knFdJp/jvUbQBLiMTx9CQOfy70XAyNetJ7CWxtrmF4fJtUQlxhd3JPP1rJkVfKL/KwHRs9/rXq1n4r0bVofInMQLdY5Vzn8DUV74G0PUU820drZshj5TAqR3+WmBxmoale2l4bMSpNbwRRp5NxGHUELz71UZ9FuYz5sM2mSN/y0gYyRZ/3TyK2td8I6wb+4voIhdQytvHlNhl+oPtXNCJ2uo7V0ZJHdU2OpU9RQB1/iRFtNEsLRWBVYcA427gR1rg71TbabdTDgpCxznvitv4mPq763Bb6eFmt47dC0GdrA9Mg1yFnBqmu6dqdsqm2nij5jnON/wBDVPXQEc7K4wxHFVH+960w3G4ndTWlAHWtCOohZec0O4A7AVWeVQDjrVaSXg5NK5Rba6UDFVHuGJOGwKqyT/OFQbj9M03ypXzvYRr33nmpYEj3QPU8iof3so3Kp2/3j0qVI4kwYkaRvVxx+VWBDJMwMxJHYDtQlcTKSxbjjBdv5VcgsCw+YbT2FXBAEUBQBU8KOzBVDM5OFVRkt9B3quWwtSokKROMR7mrY0TQdR8Q6pFY2FuZJmPJAwE9ya7zwh8JNR1pYrzWc6dZk5CL/rWH07Cva9H0HTPD1gLLS7RLeHGDjln9yfWk5JFJHzxrXw18R6G58ywa4hA/1tsN4/xrlZLV4XKzKYyD0ZSp/WvsEEg5VsADscce9cX4p1TSrlvskWnWWoyg5kaRflUem7rmnFticex4n4Ju3s9d8nJ8u5Tb7bl5Fex20gZFYc5FUdO8A6Frg+2W+nXGlyxkMkkEuYyw7YPaprIlUaNz86MVP1Fctde8dmHfu2ZsQtgitKA5rKiPNaEDcCsDoZNqEfmWEgxyBmuCuEFv4hjkjxmaPkf3j3NegXDZtiPavNvGtlcppz31pkXlmwmQj+70P6Vx4zD+2jyrqaUp8j1Olt7hWHvVnORkV5hpfjK/ubYSvaeZxy0Rz09q2YPG0S4EsEinvkYr5GtlVaEtEehGrGSudRd6VbXh3EGOT+8Kx5vDtzHJvt5SSOlLD4xsZBy20+h4q2niewYZ81f++qhQxNPRod09hlpfXlq/lXKtgd624pxIoNZLa3YSrjepB96jXUrdD8jgj2rKpRlPXlsNWOgBBpcCsVNXh7tiphq9uP465nh6l9EFvM1MUmKzP7Zt88vUb6/aIOXpfV6j6E/M1io9KTA7Vhv4ltAPvVXk8V23YZrSOEqvoF13OjIFRMVUkmuYk8VqRhAaoz+JJpFIXNbwwNV9A5kjpbq7jCkA1lNdA/xYrnn1GaQ8tzURuXbq1dlPBuJLqHSrqsUA+Y5qrLq6u2RWDvJJpVzitlhoIn2jNKTUXkHWomvJSMBzioVQ1IkDt0FVywiTdsaXZzliTTxluFFWorI4y1XIrdV5A5qHUS2KUWUo7RmGWqyLRCMY5q4sWDUyoo+ornnVd9DRRKMdiiurEV0dgq+SAAKw7icJ3wagn8X6ZoNszXc/zkfLCvzOx/wo+r1sRpBXB1IwWp1dxcW9lbyXNzIsUES7nYnjHp9TXgviPV313Uby/kBCynCJnlUH3R/WpfEnjS78SzbZf3Nmp+WBT19z6mqeiWkmta5a2USFjI24+yLyTX1eUZX9Vg5z3PExmI9o7I76COVbSBpV3MY13EfSrAgLDKE59DVyXTZoidiEqOnuKjUCM4kUofrXrXOToRR2btklDn1Bq5Z2HmXCRshfJ+ZSMYHrmpLVPNkymJAeNpO0n+lbdrbW/wBpEl1FNDNEDhWHyFfQkVcVcBk3haCWLzId0cgHzFW+WuanW5tZGt5lE6ocgn/GuyivIIZzbw3wa2jOXkA4ZjyAPWud126hkvfMtSVBGWbGQ34US0Agspbdjy5jPo/AP41uwz26p5d5D5p/vdR+dcvG6sPkyy/SrFvNLAf3RO3sDUXuM2jotlfZ8gtE/bJ4NUbnwxqMBykfmjqAooGopIpEqtH2yh4/KtOx1u8KAoVmA4ABycfSgDlbi2mt32zRNGw/vD+tXrHWNQs2/c3JCjselduuq6fqMOy8tlDEbSGHH/1qzrvwppV0pexnML9QB8y0czBC6f4/kjIW+iLDpuHrW4+qaRraxuqQS3CEMvmD5gR6EVwN5ot7YkCRBIOzR88VRVGjkDKTHIDwQcEU1LuDRr+Jj5/iW6PBKqiD2wK5XX9Zv9As4LvT5liuHk2fMgYMuOhzWuzSTSl5Szux5JPNcj48k2xafACRkM5/Sne70Cxwzvz1qCSTHJbpQplum2WsTvjg9gPqaPssQP76UzSD/llF0H1NakFVpWd9sW5z6DmpRabQDczbM8iNPmc1cCuY/KXEMWPup/U1JFahTlcD39adguU0QjP2eMRJ/ePLH/CnJar1bLue7VdERHNSLFnrke9UooVyvHCQenHoKlVGByOlTCMKpZuFHOScD8a7zwT8Nr/xSUvb5TZaWOr4/eSeyj096G0has5bQPDup+IdRWzsLcyufvMThIx6s39K9v8ACPw90rwuUnKi/wBTx807L8qH0Uf1rYj0eHw3aLaWUCwWH9+Jep/2u+alOpW1rbPeSzZhgXLmBg5T3IzkCsJSb2OiMEldm0jSSOAzEMem4YJqjqHiDS9K3JPcK8qjLRpyR9TXm/iLx3c6kksdvetbaWcLE6Lsnuz391Ttkdap6Z4f1O9jjvNWmi0bS2+6JRhn9lU8n6nrVRj1ZLfY29Y8YXutn7LbCS2t2ONkRzJIP8K0dB8GTz4n1M+RajpCDhnHue1ZtvrFros5t/Dfh6e8usgG8u2Cge4HWuhtbrUNRTfqEwRh9RHn0qp1LfCXCi5bmvd63bWaJZWEXmSj5ECJ8q+5NcrdJJDrM6uQWkIlBA45rqbWJQg6AZwSv9Koa/br/o0yAjBMecc+1ccry1Z0LlhoihEcHFaEL5rMTkA1et+AKyNbGpHtddpNZWqW4eB2CcbSjD1Hf9Kuh+QRWR4m19dH06cwRvNfNAzxRKuSB03N6L6VVm9BN8p4ZBI3hy8uSTutPPdEK/eAU+npzXU2F/b6jkROHIAyGXBFcpJqFvrt5FEs5gs4YWlWK8kwGb+LGPU9BVjQZyr2kkjfP9s2K205kjx/e6ECufGYWM4Oa3JpV2pKJ17aZBKfngUk+lKPDcDoWSFlPsa7VLSAoCqqQeR704QBDjaAK+Pnj5wfKewoRlueey+HzHnZJIv1qo+m3cZ+WZj+NelSwK4xtFUn06J/4Rn6VUMxf2hOinseemO9T+NvzpN16P8Alo4ruZNLi7rVV9Ijz3/KuiOMg+hDpM5Avc/xSPTcyd2autOixsfvH8qQ6BGTw/6VX1umL2UjlAGJ6mnBcetdUPDqH/lp+lSDw5F3kP5UfXKYezZyYzS5ZjwK69PDtsOrE/hVqLR7aP7sYas5Y6mth+ykcbFaTzEbYz+VaMOhzPy5wK6xLNVHyxhalFpnrXPPHdilS7nKS6fHbpgLljUEdoe4rqLy2QAHFZ5gApxxDkhunYpR24qwseAelShNg6YpssqQKXldUUc5Y4ppTn8KFeMdxyjjBqUEDHOK5m/8aaPY5DXQZx2jGTXK6h8SpnJWwtQvo78/pXbRyrEVeljGeLpw6np8lxGgzkYHXJxXPar4y0nTdwe4V5B/yzi5Jryi913VtTY/abuQqedqnAqiIgDuJJPua9jD5FCOtR3OCpmDekTqtX8fX96Hjs0NtG3fq/59q5xWeY+ZI5eQnLMxyT+NQMB0FXbcKyYxyK9qjh6dJWgrHDUrTnuxgiJzsBxWv4f1CbRdQh1CBv30fO31X+IflVRGVABkc0xZgfmJz1HHWuhrQxR9A2U/2y3guFU7ZkDr9DV5NNtriUK8ZkY9cdqwfDlzv8L6TJ62qjj24rdsr2V51WAIGHG8/e/LvXJszZLQq3OgAl47UmRlG4AVRjudZ0UErMQpyNsqZBrs7K2WGWWRsluFzUF4Y55V/cqcNgbjVXEzlJfEE91tF9EpVMFVRQFz0zWZcKJzvwATnoa6a7sori4O5VUjPyr0qhJpE5QPHCGVRnrSbYWOdaFlPy/d9M05BKPvHr0qa6haO4ET5BbpikB58ojOOpzSGQEOz7GUkfyqRMxSB0ZkkHQipHbYP61Ve7UsFTDt/douBqw6jcxHZKnnL/tD+tWEuI1k8+2uJbaTvGT8prHW9VF2yZSTqMjIq5Dc2tyMEYP+zzVXuI3v7WkeMO8fm4/i71RuLy0uJMOu1j1yKo+TJC+6GY89v/rU0uefPj3Dvt607C6lhrSIqzQTn2WQcGvOvHrP/blvC+A0cAzzxyc16ZFDGHENs5fK7trjI5rzz4gaTqll4mnu7iwnNqFVY5ghZDwOmPrTjGw27nFqtxNAsHmHyVyRCnCj/H8amjtSq9MD07U5NT0qPJFwSf8Acb/ChdV0133S3PHYbG6+vSt9CB6Qk/3QM9hTzHgZB59KYdY0wDas/HP8Df4Uz+19Pznz/wDxxv8ACquhWLKDjlc1PBay3E6RQxNJI33Y0XJP+FUf7Y07acXAyeOUb/D3rrvAXxF0XwxfXbXoLrcAYmSIlkI4xyOlS5IIo7vwT8KQkkWqeI4hvHzRWJPT0LetesoVijVI1CoowEUYCj0rzuL41eB3AaTVypJyQbWbI/8AHCOKc3xk8BsMjXiOehs5/wD4jpUXKsj0CaRWQjYhyMENyD+FcNrfgzR/InvktY7SONWeYRKcNnuRnkjHGeOTVUfGLwJjnXMnrzaT/h/yzqC++Lnga6sLq2/twfvomT/j0n79P4P/ANVJLUrQ4+TX7GycS6TYebdFcDUL875QO21BwtZMtxe6veGW6vJribG53mfPl474/wAKwv8AhItF5/0o4HGPLbJweDnbzx60P4h0KRSWuXDgfKREwOefbpV3Q09T1XTpbjR7G31DU4Ga2c7UeSMefN/wHOQnpjnrUw1KWWf7fqEV5Ahl2WtmoHz5HykY4Y59cYHXmvK9M8dR6deRTxaiS8eQjXMTSqoPXgg4/Ct7SfFvhNr57rVNZkV5H3FEim8tc9cALxWcnobxlfdnp+jXesXF2JJfKu7lSFfy02Q26jsP77VZ1FrgWMyzXXmrG5dyx24IPRRjmse3+LfgC3hSKPWgkacAC0n/APiKp698YvBo0mX7Bepe3L5RImtZVCg9WJZR7Vk02NyimbSyIYyysMCrcMgKYzyeijqa8rtviZoUFuoe7lZmQZCwsCD+II9eRWdqXxSieK3FvIGtpJC09qgdJFUcBTJ3B68ViqcrlOsuh6f4l8Y2Wg6ZeSMWa7hAUDYSquT0ZumfavMNUkufFd/JqKaleSWFsEgMpUK8m88x8YHXt2rkINatp5Hk1DU7kwGczG2UM24+vPHTua0NQ1+LUtIltbcXkZkuVZQsipEVB+QBR/F71uo2MpTuTaxfm1vLjTbnTLeK2S6DbnAMgXAGMg9Mc8V2ngTwxBrGpM9vfy3egWLFIopRgFyMnH+NchpOh60dTuNEaztZGnKebO2JGiXr8p7EjrX0DomlWmi2MVrZQrHGB+JPcmpm+hVOF3crXGlf2bGJbXcLcDDx5yF9xUedygjkHoa6ByrIVfG0jB+lc+sXkyyQH+BsD6dq+PzvAxglVgj1cPU1sxNvPSmMlWMcf/Wph2gdRXzd30OxSKxiJNJ5IHVan8xRn5gajNxGM5PStYxnLZDc0NEKjsKXy0H8IqtNqtlCCXuIkHfdIBWPeeNNDswS+pW4PorEn9K6aeDxFR6RZDrQjuzoML2Ao+XGSK8+vPipo8eVhaab6Lj+dYdz8W2ORbWBJ7NI/wDSu6nkeLn9kxljaS6nrjSoo6gUw3KKvVa8QuviZrky4iSGIHphcmsi58WeIbt/nv5EBHRMLXdS4bqv4pWMJZlBbH0BLqlvEPncAe5xWfP4q0q3LeZewDH+2DXz5NdajcczXcr57M5qIQM5+ZyfrXbT4bpr4pHPLM30R7ff/EbQIVwbnzmH/PNSa5W7+KFuDi1s5GHq7YrzsWoA6nNMaMBOc5Fd9LJcNT6XOeWPqSOuv/iBrVwSkKx26/7HWucu77UL9i11dSSDrhmNQNhmVwOoHWlJxXoU8NSp/DGxzyrTluyAx/Nk9KeqgU88CmZ5rYyeu48HFKTxUbUucgCqsAbueKnhkx1/Oq/0qwiEqMimhMN7s2Ezz3NTLF5QXHzClCdBu6dKcC0h+bgD0psD3fwqkLeDtIZjtQQ447Hca3knjRVXYMA4Dj3rifhfqgvdKn0uRcvanzYs9AG4I/Cu/wDsIWInYFGegrlktTVbCJ9pjhDwyIQXwyuM5+lIsTRDdc7tytwuc09Ha1UbF8yPqR6U+0laSPfMCsaHABHQUhDIrdXY87Q3PPWrCSvBl3VBFjg96hlZcko+0Ag5PRvXmpNy3KiQ7gqsNgx98+tIZBLbWs115ksYJxlQRwg9PrWVd6A0spkt1XGeM1ttarIcyljk54NFw7IAiNlvQ9KAOLv7Ge3yGjC7ec1h+SGkIKneT96u11MtLMiSp9RREliY9lxGEbswXg0AcmtrIR8xyV6ZHUUxrAli8LbB9a6yTT0J8y2YMOmCe1Zt3aGKQiWEoPVTxQBkQC7EiIXDKT1JxWorZ2RzAS55znimxRw8FSSpOOO1aQt5JIk+0wKARtR4zkH6jsauLEzE1K4W2t3kQEFehU8/SiL4r3EFvKk+lxXUCAKVSXEi8fxA1fvtL2QyOYS5C4HYH/69c7dRIEAltITIi/eeP5vx9aqUrDR4bRRRTJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK6vRrOO70/7N9ju5L1mTZIj4jjQ4OSB1NcpXt/gTR0t9PsZ3j+SS3Rxz1ZlBz71nUlyo1pQ53Y6bwRokeh2kjr/AKychmZjlj+ddzBJld3esSJAmAowBWnav8oGa5ea53pWViz52zO7OPauV8Ya1e6Tafb7G3hkH3XWbjntXXiMNgkVwvxSLr4QkWM7ZHmQbvQY5pujCr7s1dETm4ptHAXHxM8QozKILJT7AnFZsvxI8TOOHt0+i1zW1I2aPzWlYHlz3NJIfmGcdKuGWYWK0gjj+tVe5rT+O/FMuQb0J/uqKzLjxBrl3/rdSnI77TiqjDLH0qPbgYraOEoQ2ihSr1H1I5HnlP72aR8/3mNR/Z1781KRj3pOAeeK2UIrZGXNJ7saIl9KeqKD0H5UDnpSkHtVWRPqHPOKXHOaZhsYqRenNFkO41etPx3owKRuBTuFxHY9jVct1B61I7AUwLuYZx09am4kOAKwQtjIbI/KnyDaT2wKZHIVt4yBu+ZsUXkgYoAm1iPmOetAxjSZUZ6k5H0pu6mn72OwFLt4oAXPFLnilUDFLgUXEKikkZq4NoA5qshGcVY2gHnmqQMlAyM9qcpPCggjOOKZltowtPiT5hnj2piPUPhGkSXernGZRChU+27mvTxHLNEHV+/CE9BXjXw2u2g8XwW4Yr9qikiP5ZH8q9i+1NExV48MepFYVdzSLuh5m2sIWQlz97H3aDC8iEA+XGT9c0K4LE9T2NPM6oBjBY9vSsiirsLM6HJjUZI6bvT6UouCEQkjb3xxj8Kljyc88nqRVhdJilj37iNw5HrRcCmDmXa0bbRyG9agcOW5B+prUe2ZIlVWKhRgZ5qoLe484BcE5+83pRcCMWmYirqXbrn0qm1kzOY2DdPSt62j3R/PtYbucVIbbMLI6l8ksp6EexpoDnPsTLhoyTkcg0u6UdV3Z4IYZFajWciupWRVHoaeIYzyW2k8ZU0xHOSaZA7b4N8LE8r1BNa+ipLHdyWlyisuzIYH6cGrv9no+YGjUxk/LIWO4VLb6CYpZWikZt/GC3T8aaWohL6NE026VSuxF+5xjPsa4O5cTRlZol83HLHqa6/VrW6ttNm2EMjgBkkHfPauUaZGjKyoyuAQc9KJvUaPm2iiirEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV734XvBF4e0pGB/wCPWLBHb5RRRWFfZHThviZ2NpP5kQB59KuQ3OxsYoornOxmlHdgR7jkgV518Wb0S6HDAMjzJcUUV0UtzGr8J4zMViG0dQagWUtIKKK7DzCTPemMO9FFBQw9aNuaKKAHBcDNITg0UUhPYQNj8aAvze1FFAhx54pG6AGiigZA2N+KQRqWGWOPaiipGgDmOGPHckioWJd8k80UUwFwetPU5FFFAC5pOSaKKBEsQ+cVZ3HP0ooqkBKp4zipEOWoopiNbQr59M16xvUJJgnR/wCn9a+jmVJVEg4RxuHHPPNFFY1C4EeUiHCbifWn29mJcyE4PYelFFYs0Rfjt0hyoGR70jrk+1FFSDBThcHtSKitIrcjjpRRTQFO6hK3O6BzFI+enQ/WnxzTJzI28xjk+tFFUAyWUzqZAqgD+GoAGQbQc/LzRRVEkxu4ygAL5I3AHselWbXURYwhJEBGc5FFFHURe1KRLvTwF5DENyOlcveaMHtpWAQkIxBxjsaKKGM//9k=",
"path": "000439.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000440
|
Men Tshirts
|
{
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"path": "000440.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000441
|
Men Tshirts
|
{
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",
"path": "000441.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000442
|
Men Tshirts
|
{
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",
"path": "000442.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000443
|
Men Tshirts
|
{
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pZQ3LTyHGI3O5MY9+QT7V6BYwR3CHIBweDWgthF1ZF49qam0rA4Ju5yWmJcXFosV3CxZQCN3b8atyxlIXIHODW9PGkX3QKyp5F2vnpzUp6jlGyucVpdr/AGx4g0+Nud0w3D0A5P6CvZ+pzXm/hqxFvayXkMe663O6sTjy0GVz+P8AWu70uS5ktT9qYO4PDAYyMZrohNbHJUptLmL9FNpR1rUxFoAzRRnFIY6iiimA4H5h9a4Kb/Xyf77fzrvB1H1rg5v9fJ/vt/OtKXUiQyiiitiAooooAQiuQ8f6ebjSYr6IfPatlv8AdP8AhgV2FRXEEdzbywSrujkUqw9QaUldWGnY43Rp/tekRhT84XHHatYGPSdOZ441M4GS5GTn2rC8J2rWt1f2rZAgl8vB9iR/SvQE06G5RdygjFedP3WehT95HDP/AGsb+BWWJ4ZwrMUQOy59SemBWtLYCO7R43BRSCsmzYzDuCOhrqY9Hjh5AOB2zVHUYcSBaTnfSxai073NYxedYJk5G2qEdlIkjtC20yJ5bEgHK+nI4rXs42bS0JKjC881HbDbJnqpOM0rtbFNJmTaeEoIfMMcaoJuZCG5atq20qOzjVUXAAx1rVhUFAcCibABxUtt7hHTRHNaxZJd2dxbsOJEIrhfAekTQyX15Kw8tSYMAZYsDmu+1abyY2Y+ma57wFMJZNUWQARSTbgfQkf/AFhWkJOK0M5xUnqapGP4WHswwaQCr2pD/SM8Z5GRVKu+nJyimzhqxUZtIKQ8UtFWZiUlOPSm0AFFFFACYpKdSEUAJQaKKAG0UpFJQA09aKU0lAHejrS02nVymwUUUUgDtRR2opgL9aOaOKOaAFpO9LRQAUUd6KACub8cRl/DxwAcSAkH0wc10lY/iWB7jRpY0jZ89VUZP4VMtioO0kcho+oLNtGRuVQDk10gkLRk+1ea2Uz6fqQjdSjZ2srDBB7giumutXlW2YxDoO9cs46nZCWliAeIjb61FHJAyoSQ8meFOeOPT3rR1PW55L1Ps9qs8Cr+8kMyxgY7Dj5jXPW9lc3d35rBdzqQu84zWpHpV4tu4kQY3ZTHHHf9fSqKR1GjSRzRvJGCFdsruGP0rXZsJ2rirK/ltHETIykdzW//AGir2+/PQZ+tQx8yEu5RzzXLazfiC3ZB1bgVevtSLA7cDPr/AFrnhbyX+rW1ux3PLKAe2AOT+GAacVbUiUr6I6/Qrc2MEUT8pNCqFf7rY5/PP6V1Fj/x6ITwWGcVmrZF5MZBY5+Y/wAOewHbithVCKFHQDArWmru5lXl7qih9LmmilraxyDqKQZpaYxRS0gpaQxR94fWuDm/18n++3867sdR9a4Sb/Xyf75/nWtIiQyiiitiAooooAKhu1ka1kEZw+ODU1GM0pK6sVFqMk2ciW+xa3HlNizptY4wCynj9K7PTLkGJRmuS8QL8gBBV428yNvcdquaVqyFFz1J9a86Ueh6PNZndbgYwK5rXbiSB2WNPmKkK5XIU+9aH9potsXHYfrWDeyy38uGO1R6ng1HLY05kybSNTvU00Q3ckUjlf8AXJ8oA+lSWAi0yYJHcXEqu2+SSWUyZP4/d/Cq9tLptun2e4m5zjgZA9qk+22IBEdpJOo43Dkn9KvUai+x11rqkMihdwHbPrUl1cokeSRz3zXI2s8Us+ILe6jOOQUwoq7dXBNsysx4zg1NjOV0U9Z1ESo6Ictg9DVTwTExXVItoBVkbPTHBqkx++xOVwRz3q14U1FLXVNQidWYyhCpHTjOR+tUl0Qk+rOiveqdeneqtTXU/nzlwMLjAFQ13U1aNjz6klKbYUUUVoQFGKKKAG0UuMUlABQelFB6UANooooAKbTqQigBKbTqQ0Ad3Tu1NpQa5TYWiiigBeKOtJQKQBjFGaXOaSmAopabRSuAo9aWkzRmmAtFUNS1vS9Hj36lf29qD0Er4J+g6muLvvi9pAvYrPSLWe9mlkCCRx5ca89eeT37UroLHN+Lp4k8VX5j6CcA/XAz+taFqI7uF4RIyMy7sr1Fcpq80janLcucmRyWOOpzmruk3rLKpD5PTGf51hJXOiLtoTnSbu7uPLfVZ0kDHB2rj+VWv7F1d3M0utORGBk7F5H9K1riFntxPbyp5xHQjPNVbVdYaYCfY0R6kjrUp6HWpxsO0+DVrifyzfrJEvG5o/65rVlufLiYMeQMMRmrDo1tAOmSO3T6Vzl3fBvOHC4OB6ZoSbMqk10FllEs5Jxjit3wdp32rUp71mwsCeWox/E3X9P51xBv13CNFy7HPHWvVfBtsIPD0TfxSszsfXnH9KuCu7MxnJpXRtxQ+Wclsn6VLRRWySRzSk5O7FFLTRTh1piHUUUUDFFLTacOaBijqPrXBzf6+T/fb+dd4Oo+tcHN/r5P98/zrWl1IkMooora5AUUUUXAKKKKQFW5gViXOORgg9DXHGE6fdNExOxjmNj/ABD/AOtXdkcc1R1TTY9StDEflkXmN/7p/wAKwnRUrtHRCtZJMw7K6Zn8hzhc9Tz0rZexh1C2Gy4mTHVUbAP1rg/Nmsrt0nyJUk5z0z3roNN1UqAquK5mmdEZo3ra1htFKyJCFA4JXJ+tSQX9pIwt4yx3cjamKFuYdQg8pB8w4LEfyqzb6Vb2+WTardQxqdTdVHYvxokFuSvBZSeeprmr+68vfFnBOWHtWheakVdbYYcnjKiuS1y/WPcHbB6dvXiqjEwnNkR1TCsj5GSSAO3tW9osLx2SzSpiR33nPYelYPh3SXvroXNyP3Sncinv6E127xhYwF/Klez0BJtWY/6UpGKZCcxjPUcGnmvQi7q5wNWdhKKXtSUxBRRRQAU006kxQAlFGKKAEIzSU6m0AFFFFADT1ooPWigDuqUGkpRXIbC0UUUwCiijNABRmiuB8dfEqDwxK2naeiXGpAAuXPyQ56Z9W9qQHfEgKWYgKOpPQVz2qeO/DOjkrc6vA0g/5ZwHzW/Jc14Bqmva/wCJHM+oX8rxZ/jfZGPYKOP0rKK2kagPI8rf7HyrSA9f1T43WkeU0zSpJT2kuZNgP/ARk/rXH6n8VPE2pblW7WzjP8Fom3/x45P61xslwpTZFCqKep6k/jUW4elFr7hdk89zLcyPPNIzyt952bJP4mtjwvYTSarFduhEaBthP8Rx29qydOkiS/gMyhovMXcCO2a9Me2FrfWiADHPT6VFSXKrGtGHNqyjqluXh3Bef51h2d41tcANnb0rvprEzR7QByMH3rkNU0iSGZmUce1YxkbTh1Oo0bUYsLHvODyDnv71rnVIPIbIDL044rzGNJ4mBidlI7VY8/UH+UTHHcYxmqurgjsJtW3xSsXAXsGPb2rmLi7a6n8qEl5D2z0quYL64AR5SE/urxmt7Q9JFuu8qC2O/QU3JJE8rb1GWdh9lQzSjdIe9Y1l8SdZ0DWLlIJUmshKcW8vK4HHB6it/WZ/stpKw+8FODXlUg8w5PU8k0U1zasmq+WyR9BaD8WdA1YpFeM2nTnjE3MZP++On44ruo5EmjWSN1eNhlWU5B/Gvj8KyE7ea3dD8Y634edf7PvpYowcmJvmjP8AwE8flWtpLbUwunufU44pa8q8OfGWzvGjt9ctfskjEL9oh5j+pB5X9a9UUhlDKQQRkEdCKpO4rDgaWm06gQUoNJRTHccOo+tcJN/r5P8AfP8AOu7XqPrXCTf6+T/fb+da0+pEhlFFFakhRRRQAUUUUALnikoooA4/xDYRveSCQZ3/ADqe/wCFc0y3Vg4x88YPG3+td94gijazWRmUSoRtBOCQTzj1rmXi3DnFcVX3ZHXTSlEZZeJI4U3MxSQDoauyeMo85L54xgVnNZqWyUB+oq3a6WrfwAD2GKyubKLM869LJO729q7F+FJHAqax0y61G58695wRtUDgV0VroseVO3IrbtLJIz8qgUucah1Y/T7MQQqoGBirLJjrVuOHA5pHQelQ2WjEklkgusAZU9sVYFxHsLMwQAZO7jFLcIGuFGOTWdqWuaZpkbpNIJJl/wCWUfJz79hWtOtOOiMatKD1ZUPjHSDqP2RZ2IzgzbfkB9Mn/CnXvi3SbRCVn89g23bFz+OemK4PWdUTUb43CwCP5QAAc9KyJAzDdKQgzW/tpM5HFdD1XRfE1nrc0kMKPHIg3Ycj5h6jFbVeKWOoS2N0lzaOVaM5Dngfl3r1Hw94gh1y2x927jUebH6+49q1p1ObR7kNWNqiiitRCGkp1NoAKbTqQigBKKKKAENJSnNJQB3VKKSiuSxsOooooYBRRRTAM4BPHHPNfKmoTyRX91JcIWv3nkMvmjOw7j696+q+vB6V414s8J22vahO9vItrqMbFGD/AHJQOmfQ47/nXNWrxotOezNadJ1E1HdHlEksszZkcsfem7ecn9K1b7w5qemSlLy0aIDpISNh+jdKq/2bdFdyQs4PQxkOP0JraM4yV0zJwkt0VsY7Ubc0rq8blHUhh1BGCKaOtWSAHPtXpGjaiNU02wkZszW58mX1OBwfxGK84rV0LVTpeoLI2TC3yyAenr9RWdSN0a0p8rPZoMELkZqxJpsV1Gcrmq1iBPbJIjBkZQVZehB6GtO3YgYJrk2O05a50BYpifLLD0xSppNuBnbjPqK6uYBhgge1VPs6E4Ix+NAGEunoZQqjpV824gjCgcAcZFacVqkS5AGe5qlfv8px+lAWOH8SykW83cBGJ9+K86bg8+ld/wCLJY4dPl3HDSjYg9Tnn9K8+PztntXVR+E5K794TJPalPzDOOaditXQ/D2oa5IVtIh5an55nOEX8fX2HNXOcYLmk7IyjFydkZ1haz313HaW8TSTSnaij1/wr6t0OFrbQrCBjuMVukefXAAz+leU+HNCsPD04WJhd37cSSYxtXuo/ug/ma9bsr2C7iHl/KwHKHqK46WLhUquKen5nRUw8qdNNlqjNFFdpyiigUClFFwHL1H1rhJv9fJ/vn+dd0vUfWuEmP7+T/fb+da0uopDaKaDilzWxAtFAOaKACigkAEnoK4HVPiLJazMtrZRtHvKrJI5+YfQdKmUlHcdrnfU2RxHE0hHCgk/QDNeVD4maxK+yG3s89gI2P8A7NT5vG+tz2bxXItkjkUqWjjw2Dx1zUOrEfKYNxqeo654pW6Z3OyXKqWysS9do/Cu/sysyg8c1z3hyxjlWSRQOSe1bdijRSNH6HiuKpK7O2kuWKNwaYssQKrzVm0tjHhWQZHHIqSxuBgK3Faywq+GXr7VldmxBHEFHAxVy3j/AIiKUQgDqakEqxRs74CqCSx6ACgCcsAtZWqa1Y6Wga6nVMglV6sfoK5LxF49RQ8OnkKvT7Q2R/3yP6muAm1c3UpO+W4kPUnJ/U1ai3uYyrJbHVav4tu72R1tc28R6FT8xH17fhXOOzvlnY/NySTVXdcsn3Qh9BzVd4JH/wBZM/0Bq1GxzSk5PUtPc28fG4b/AG5NRGSSdsBAB6tzRDaAAEDj1xVoKFGBTERCNQOfmPqadHLJBIJIZHjcdGRiCPypSvFN2+lMTN7T/GOqWRAmkF3Fn7sp5H0Yc/zrsNN8V6ZqG1DN9nmPGybjP0PSvMMGlHSrjVktBWPauoBHIPcdKb3ryWz1nULBlNvdyqoP3CxKn8DxXUaf46DOE1C2VR3khycf8BP+NbxrRe5NjsqQ9KrWWpWeooWtbhZMdR0I/A1a61oncBtFBopiDtTad2ptAHdUUUVyGoU6m0o6UwFo7ZqtcX0Vudv3n/uj+tY93e3EzlSQI/Ra8/FZhSoabs6qOFnV30RoXeqxw5WHEj+vYVzl1bx3cskk8al5G3MQMEn61Ng04ITXzmJxlSu7yenY9ajh4UvhM+PTmjOIbqZEPVGO9T+DZrI1Dwbp97KWeytg5yfNt8wP+mQfyrqxFgUpT5wPasoYmpTd4s2lGMviVzyi+8INGCouLmMDol/beao9g6Zx+VYc3hy7jOV09LhR1axuN/8A46ckflXuhjBqpPplncNumtonPqyDNehSzepH4lc5Z4GlLbQ8FltbSNgkpu7Z+hE0YP8AgaDpecG1vbefP8PKt+Rr3aXRbOeIxOhKdNrHcPybNc9f/DrSroExIIH7FPl/QcfpXbTzim/jVjlnlz+yzI8Bapc2YXSNQhfyWJ+zy/eCnuhI6D098ivQliw4IYYry+88Ha5ozFrGcTRDkCQDI+h7fpXSaZ48htIo4fENlcWVwBgzqm+KQ+vHQ/nXXGrTq6wdyFCdNWmjs2t9xGe9O+wALnFLYXltqVrHdWkyTQPyrocg1oD5lHHSqsO5i3SNGuB+VZc8LMhZhgdTmukuIg2WOAF5JJwB9a4rXr2bVLOSy06LbA/yy3k7mKIr3CfxNnpkDHvUycY6yYK72PLfFGrLqmquYjm3j+SM9j6n8aoadpN9qs/kWVtJM3fYOB7k9B+Nej6d4K0uN1me2e+f0AMUIP4nLfn+FdTb6bMsAi/d2sA+7BbKFx+OP6Vz1s1p01amrjhgZSd5nE6Z4FsdPVZtZmFzN/DbQk7fxPU/hj8a6ZbK7vIlt0UWFigwsUI2sR+HQfStuCwgtySkfzd2PJP4mrCxcV4tbHVKru3c9GnRhTVooz7HToLGIJDGAOue5+taETvC4eNirDoRTtlIUrnVSV73NGrrU3bHWEmAS4wknZuxrUri8EGtGy1WW2ARvnj9D1H0r28Jmdvdq/eeZiMF9qmdIBQKitriO5hEkZyDwR3BqYDFe5GSkro8xpp2Y5e31rgpv9fJ/vt/Ou8HUD3rgpifPk/32/nW9ImQ2ikJozxWxAtFIDS0AFeM+IRaJrV3DbRn7OsjKFY5wc/yr1fVNWtdJgMs75b+GNSNzV4/ex/aL2e4X5RLIz464yc1z1mtiolSD7PC+Y1wTVlmV1weRUH2Uk/fanjT4uM7j+NYFFuxupdPlWSByNvZjkfStSPxLcLKH8qEk9Rz/jWKtlAvRDn/AHjStaoe35jNKxSk1sdla+M7RmUXcDREdTE2a9B8O6jY6nbiS2uFl9VB+YfUda8M8ooQQmcdcAZP6V2Xh/w5bX/gXV9btmuIdV02YNlZML5WATwO/Xmp9nfY1jWa3PXZBGEJIH3c15Z408QNeymytGYWsbENIMgSOOoz3Apln4y1W400aQ7KZp2W3W5P3lVjtOfU89a2fihBb6Vp2geGbdgRYwmSUAdXIAyT74Y0Rh1YVKt1ZHmLKhY5IkY/5605cgYRQPoKl2gcGnjiqMbEIiZj8xxmpBEi9OT70+ilcYwjNGKcRSUAJg0oQCl4peaZI3aKNgp/FGBimBCyU3bzUxAAyelEcXOWHHoaQCW4mV1kicxkHIYHBH0rvNB8RNcstpesokxhJOm8+h964voKVSfXmqjNpg9T1eisDw5rYvIfstww+0Rjgnjev+Nb9dkZJq5DDtTad2ptUI7qiiiuU1QVWvrsW0Hyn943C+3vVnoCT0HWucurj7Vcs/O0cL9K8/MMT7Glpuzpw1L2k9dgU7iWPJ9TT2UFSO9MXgU/qp+lfJzk29T24qw1UyOlPCDgetIhG8DP3hUmPmT8ahljSBxx3po+Ylj3NOl6Kvc8UY/IUgGMOeKTFPxSUAIKDS0Y5oAjKiq09jaToUltwyN95f4W+o6H8atlaQqauMmndMT2OV8JbdM17xBpVsoS1imjlij6hdy8gfkK7P7WwXAC1xulDyvH+vRHrJBBIPp0/rXUhSR1r0q+KrRkuWW6X5HNTpQaenVnIWcj6/441aW7YSwadtiton5RG6FgvTPB5rp1sYQ5kYb5P7zDn8PSuV8EgnWfEjEc/bMZ/F67TFY46cnUs30X5FYZJRuMEaryKCoqToOKTnNcR0ERXHQUm2pcHvTaAE2gdBS7adRxigCLZ7U0pjpUx6VGelNMTLGm3bWk/P8Aq2+8P610ykMoYHIIyCK4x22OorodHufMiaInJTkfSvdyvFNP2cup5mNo/bRqL94fWuBm/wBfL/vt/Ou/XqPrXn03+vl/32/nX0lLqeTISikJzWVrGu2+kIA37ydhlIgccepPYVq2lqxGhdXcFnA01xIqIo6k9fpXG6z4vlmPlaeWhj6GTjc309BWBf6ldX85kuJmfngE8KPQCqXJPNc0qreiKS7jpZXmkZ3ZmZjksxyTUW31qTFGKyGRgDNSAcdKNvtT6AG9KOtLg0uMUAJk16L4Dyfh/wCNE65t+n/AGrzsDmvRfhfG17Z+J9LUnNzZDA9/mUfzFVDcDjvDtuLnxPpMLDIe7iBH/AxXQfE65F148viDkRBIv++V5/Ums/wjbMnjzSIG+9HfKjexUnP8qj8XyGXxfq7k5Ju5B+RpPYDBI54pMU/uaXAqBjQOKCPSngcUBeeaBjMce9H4VIcUhGRQAzFLilxSgYoAQfSkPWnHpTSeaokQDc2OoHWpM84pIx8ue55p2OelSAUe9Sw28lxII4UaSQ8BEGSfwrsdI+GOv6iQ1ykenwkZDXBy3/fI5H401FsLnGRyNHIsiNtdTlSOxr0rTb6PUbJLlD94DcPRh1q9D8HLZQDcazK5I/5ZW4A/UmlPgc+GEmmttRee2bG6KSMBlPTdkcfpW9JNMTsR0hFLSGukg7nNFIOtLXIjUoavceTabFPzS8fh3rFjGetT6vMZNQKZ4jAH496gSvlcyqudZroj2cJTUYImFPFR5p4OTXmM7BsgwVYeuPz/APr1OrblRugxUTDchA6kfrSwvlSvvxSsUK+DLkn7oxj3p5XoKiVtz5HPOanGMf1pAMIpMCnGjAoAYRRjmnHikxigBAPaggntxS0UAceh8r4qSqRxNpwP5H/61daBwK4+6OPitZAd7FgfyeuyAwR9a7sT9h+SMKf2vU4vwTzq3iVcci+zn8XrtBn8K43wOA2peI5CeTfkfq3+NdnU43+K/l+QYf4fvEIpuPSn0hAxXKbjcGkp1IRxQA3pR2pT0ppNArgTxTe9GeaQnj8adhblWU5mJ7DitDSJzHex+jHB/Gs2Q5c49asWbYuov98fzrqw0nGaa7mNZJxaO1HUfWvPJv8Aj4l/32/nXog+8PrXnc5/0iX/AH2/nX21HqfPSGZxznHvXmOuagNR1aeVT8itsT6Diu48Q3ostFncEiRxsT6nr+ma8wQ4fr1pVn0FFE3WlpBS1gUFFFKBSAUCgc0uOKBxRYBaMZpVBZto6nt3rY0/wtrepti00u6kH97yyq/meKYGPiu3+E94bXxzHAThbq3kQ891G4fyNS2nwl8Tz8ypaWw/6az5P5KDXT+HvhddaHq1pqt1qcRktpA4jgjJBHcEnFXGLuByumWptPjHFAy4Cau4H0yxH6EVh+Klx4r1cHr9tl/9CNe3N4F0s+J/+Eh866N39pFwF3DZuxjGMZx+NW28FeHmv576XTIpbidzJI0rFwSTk8Hj9KfIB827M/d5NWoLC7uH2QWs0reiRk/0r6cg02xtQBbWNtEAMDy4VXA/AVbHAwOB7UvZgfNUfg7xHKoKaJfMD6RGpP8AhB/E/X+wb7/v1X0jijb7U/ZID5qbwd4iQ/Nol8P+2VVJ9A1a2GZ9Nu0HqYWr6hApefU/nR7NAfJjxvE+2RGQ+jjB/WjBNfVk9tBcDbPDFKPSRA386wtS8E+HdTXE+k26H+9APKb81xR7MD5vPNQsSGHpXuGofCTRpkY2dxeW746FxIPyIz+tcpbfCTUTqcX227tfsCtukeFzvZf7oBHBPr2qXTYHJ6D4X1rXpC2nWMk0ecGZyEjX/gR/pXqfh/4SWkGy51u5Ny45MEXyx59z1b9K77T7S3sdOgtreNYreFAqKOMAf1/nVrLOcsNo7CrVNICrZaZYWEXl2FnBbR/9MYwv8qtgYp3Qc0VoAxhxWXqsPn2UsZ7ritQ1TuRuQiqRLPN2GCR6cU3GKsXieXezJ6Of51Aa0JO3p1Npsz+XbyP/AHVJ/SuKbtG5qtWcpNL5t5K+fvOTUyciqEZy2T1NXEJC7gM47V8bXlzSbPoaStFImycZApQ44x36Uzq20Hh/mjPv6Uxj8pbOBnDeqH1rnNrFjfj5u3cVCJPKdh6E/wCNNMmBvc4Unax/uN6/SqdzIfM8sjBYqCPcHB/TFCQ0jQt+Rnp2H0q2DVGCTKjFWlapYiakx82KQHmlHWkAhFFLSGgBMUHpS0h60AcVOcfFq2z/AM+J2/8AfLV2gPPQVxeoKYvippT9pbRl/R67ReozXdidVTfkc9LeXqcb4KxHq3iSEfw3xOR7lq7KuM8DKW1DxHM3DNfkH2wW/wAa7TtU43+K/l+Q6HwiUUUe9chuIaaTSnrSEUwEpp5px6UwnFNEkZbBFQyS4HXkAmnyEAZJxWb5u/Ldicg1fKJMm9Oat2C772BfVxVEZPbArW0OIyalGccICxrqw8OapFLuY1naDZ14+8PrXnU5/wBIl/32/nXoi9R9a85n/wCPiX/fb+Zr7Sl1PnpHDeObxmuLe1HCopcj3PH8hXHsenrXX+MdHv8A7adREMklo6ACRVyEx1Bx0/8Ar1yBXmsZ6yuNFpDuUGnVBBnoTxU4wO/FZsY8AYqzaafd38whs7aaeQ/wxRlj+ldb4K8Az6/Kl5qCyQaYORkFWn9l9B7/AJV7VpOlWGi2n2XTrWO2hJyVj/iPqT3P1q4029wueRaZ8ItcvESS7uLWyRhnaxLuPqBx+tdrp/wk8O2qobv7TeSDklpdin/gK9vxrulpwrVQSAp2Gi6ZpkSR2VhbQBehSMZ/PrV/k9TR2opgHbFMlXdEwxyRin0HkYpgRj/Upn/ZqVhUXSNB9P51Ken40gEooopgKBS0maWkwCjNB6U3IoADSGgnFRlqYCk5PuKqPGHlwo64Jx6U95Mc0+1+ZncgcEgU1oSSxwnIZ+o6AdBUuAvJwfagEnocCgAA561I0IOeTj2FFOPNNI5xTGRmq8y/KatEc1FIvBoRLPP9ci8vVJD/AHgGrNNdB4og23MMvZlK/lzXPmtUI7eqmpv5emzn1Xb+dWx0rL118WSIOrv/ACrzsVLkoyfkdFGPNUSOdUbW6VbicJIob7sny59D2qFVqXy/MjKHqeh9K+Nk7nvxViVY+XtySD96M+lHzuS6qPOXiRD0aljZriAN0mjOD9alKmQLLHgSAdD39jWexoVMAK0sYLJja8ZHOPT8O1UL+AxCG4R90a5wT1wRwD9K1yu5vMj+WUcEHv7Gs/VYN+mXIiBAdCdvdWHP9KqD1KC0lGwc9uK0UfIrm9Ou0mhV4yDGQMN7Vswy5A9Kco2diTRDU4GqyyZqUEY96zsBLnNFNDUuQKQC0h6UE8U0njrQBx2ssU+JegEfxQuv/oddjnIGK4nxOfK8d+Gph3cof++gP/Zq7UZArtxC9ym/L9TCl8UvU4/wUcav4lQNkC+z+ZeuzHSuK8IEJ4p8Txj/AJ+Qc/8AAm/xrtc4FLG/xfkvyHQ+H7wxxSUvakNcZsIcimmlppNUAhqNjSs1Vbu4WCJnY8D9auMbmcmVL2R5ZUgjyd3LAenpQkSoM5ye59/Qf4023JZSx4Z+WI/lU5HHt2A7VblrYaVkMA9a6Hw4oEsx77Rj86wF61uaA5S72/3lIrtwDSrRbOXFa02kdKvUfWvN5z/pEv8Avt/M16SOo+tebT/8fEv++38zX19LqeHI6LREWbTtjAMCSpB6GsbWvhxomqNvijaxl7m3ACn6qeK1PDsuInjz0bNdGIi4yoyfStGk9xI8S1T4U6zZqz2F3FdjONuPLbH48frWv4J+Hfk3LX3iKNcROVS1chg5H8RIOCvoO9eqrCzj92554APQ/wCBqnNbOj4mGAehFQqUdx3NOCSEoqRFQqjAA4GKtIwrn7d/JkKHqDWtDMCODVtCNFSKkFVUep1Y4qLAS57UtMB/OnA+tIoUcUE9DRSHpQBHn92v1x+tTt3+tV2/1f4/1qwe9IBtFFFMAooopAB6Uwmn9RUTDBpgIze9QSPj3qRhuqPaO9MTGAeapXoaTTpS9uhYYPRh6HvTipVs4qG1ZVnlRePm34+v/wCqna4jVB4p1RIcipB1qRoCcUdOaWkI5oGNxTWXIp/SkJ4piOc8R2vnae7KMtH8w/r+lcUa9Lu41lidT0YEV5tKhjlZCMFSRVpks7QelYeuPuu4o/7q5/OtwVzmoPv1KY9cEL+leJmk+Wjbud2CjepcrgVIoxihFwKkA5r5Zs9sYcwzCZQSrcSAfzqwMK+5futTB6UqDb8n8J6e1QUOx6fe7GoZgM7iODw1T/zqpdyiKF3Y8AZNC30A5KxDWrSRzBUjjkZY0XnKgnBNbMNxvA44rHgisw7zHJZ2LkE8ZPNW0ucDZGvHtXTP3ndDNqOXgc1ZWQZGTWPDI5X5s47Vbtw5cE81i0I0hJxmlEme9Qs2BgU6NSx5xioAl3E0Dmg9cCnBMdaQHDeNWMfiPw3JngXH/s6V3JGMiuG8fAHVfD6Dqbrr/wACWu7b+I+5rurv9zT+f5nPT/iT+RxvhddvjPxOP+mqn9TXZ54rj/DXPjTxQy/cEqLn35rsB0qMb/EXovyKofD83+YhNJkdKWmtXKjYQnmoyRQ5qJmwMmrSJbEeTaMmuZur77bfbIzmKI4z2LdzVjX72VYTbRFkkdA+SMEoSRkfkRmsfTk2KPautUnCN2RFqTujoYXKqBU4fNUomOBU4b1rna1NWWFq5a30WnOLqdsRx/e/Hj+tUUPy1zPiDVvtOq2OiWxDMZlmuiDwqId2D+AyfoPWuzCQcqqSOOu7QZ7UOGA9680n/wCPmX/fb+Zr0iGVJ4o5ozlJFDr9DyP515tcH/SZf99v5mvsaR4UjQ0WYx3m0fxDmu4hyVVlPOPzrz3TX238R/2q77T23IYiefvKfatbCRbMIkHmRHbKOcHofrTXUXMZilTbKozxUydc4we9OkQSKM546HuKQHM3cbW02TkgdalguMLnPermoxb0Ifk+o71z29re52E/I5wD6GmB00F0C6g9+KuiUrXKwXDBhn1rpC+VVvak0Behk3rkjBqWoYhhAO9Sis7AOFLSDrS0FIhP+r9t39asHq9VZGHlAe5P05qwHDbiCMHkUgClHNIOenP0phmijzvljX/ecCgCQ9aaelVZNV06L/WahZp/vXCD+tV28RaGOus6cMdf9KT/ABoA0geKa1Zg8S6CzbRrem59Ptaf40869oxxjV9P56f6VH/jTAuEUwgZqOO/s5v9VeW0n+5Mp/kaeGVz8p3f7vNMQ4pkVjo7xa2seMrJETn6Gtjce4I+orjPHuvy+G9KbUbVEa4VWSMsMgE9yPSqiI7dCcfQc1jaz418OaDF5moavbRnONiP5j5/3Vya+Yda8Z6/r8jNf6pcOh48pG8uMf8AAVwKwcjOcDP0qGOx9Dal8ePD1sCNPs768fsWQRL+ZOf0rmLn4+6vIf8ARNGsoR/01keQ/wBK8gzmjNTcZ6XN8b/F0hOz+z4/922z/Nqqt8ZfGjZ/021X/dtE/wAK8+zRmi4Hfx/GPxkj7nvLWUd1e0TH6YrrdB8QyeJ7B9QmgjhkMpRljztJAHIz9a8TzmvV/h/Hs8LRnH35XP64/pVwFLY9fHWuWd911M3fef511BYIpY9F5P4V4Vc/Ey4S7m8iwg2b2x5kjE4z7V5GY4edeKUDtwlSNOTcj1JTUi9a8ut/inMGHnaZCw7+XOQf1BrobD4kaFc4Wcz2jHr5qblH4rn+VeDUy7ER15fuPTjiacup2QHPSiq1pfWmoRiWzuorhOu6Jw38qsb+5yOa45QlHRnQmnsLWXrcqx2hUjO8gAVqE5rnted2uLdEBIUljg/gP60U1eQxkEFs45QKaseWsYwqiorYBlAINXo40POenrVS3C5BHCzN834VfRRGnvTY1xlyOOwpy5dvQVDYD41LHmrBwi8AZpEAHHpT1XLbj+FQAsceOTT2pwoxQBwXjkb/ABF4aQd7kf8AoaV3LHg/WuD8Z3cMHjHQjNkR2xE0mRxguBn8MZruhnHNd9dNUafo/wAznpP95M5Hwq27xZ4ox937Qp/HLV2PauO8Ijb4k8UKf+fpefxauxPoKzxb/efJfkVQ+H7xKY1PJAHvUZHGa5lqatkch9awdWvpRGyW/wB7pu9K1bh2kbyk49T6VTntUKBRjrXRTtHVmT1dh/juFh4QsNZjTdPZiPdj+KJgAy/ngj3rlrC5huIUngcPG4yD/nvXoerLHJ4BnhkTcslp5WD2zwD+HWvArb7RaztDBfmxvkO2SOQ4SQj+IHoCfevoa9GNaCezsedRqSpyfa56fG445NTCZVBLEAAZJJwBXCxyeMGRRGbZlPRwU/nVO+trp8f8JBryKg5+zwNvY/gOK86OAu7OS+Wp2yxOmiN/VvF7PKdO0NDc3cnyiRRlV+nr9egrMkj/ALEt5NNgk+16/qX7uZ1O7ylbqoPqe5/HoKq2V9cXANh4V0x493yyXJ+ZyPUt0Wuq0jRbHwfZvqurTrLekEs+c7M/wr6sfXv9K60oUVypa9ur9fI5Xeo7t/PovQ9jsQEsrVRj5YkHHTgAV51P/wAfM3/XRv5mu80K4a70TT7hgFMsKPgHOARnGa4G4/4+Zv8Afb+Zr3qF7anlTtfQtaUm/UYh6HNdxbI/lbkOJIzx7iuP0ABtS6jIXOO5rtoB5bLJ/CRhhWzYjQRhLGJFOT3FOB3DHQ9xUMaeW5K9M8j1FTnBGQcg9COoqGgKV3GHQg1y+oRFdytwD/nNddKCVI3K31rmNbBVC3lgY7g1a2AzdP1CG4vZbUyD7THyyE8keo9q62J93lL6kV55aS2FrqkusTyJGEtyJJGPAAYf4VieI/jELeTyvD0Afbx9qnBx/wABT+ppN2Ge6jAHHNZepeJdD0fP9o6vZWzD+F5hu/LrXzLf/ETxXqUbJca7ebG6rE/lrj0wuK5p5mlcuxLMTySck/jWbYWPpLUvjR4UsHKW73V+w728YCn8WI/lXOXvx9hBIstAkYdjPcgfooP868P3e9BORilcZ7B4n+MWqwy2tvo7WKxvaxPOyr5u2RlyyAn+7nH1qh4o+IfiSCy0O507WGghu7BGlWFUBEqkq/bjnFeXA4FBYkAEnA7Urgbmo+MPEWrRGK/1u+njPOx5Tt/IVjNKzcszE+5zUdFO4DsjPQflSEL/AHV/KkopAGB/dH5Uq7c/dH5U09aUHNADshWyoC/QU8XEqfclkX/dYiojTTzTuBq2/ifXbHH2XWL6EDsk7U/UvGfiLUrJ7a+1e4uYG6pMQ39M1jE8VA/Si7AlV9wHqafVSNscdKsBhjrSAeDijNN3AdOaBk9eBQA/NLTadQAV7D4LTb4SscjBYMx/FjXj1e0eFU2eF9PX/pl/U1cNyZbHp2AeD34rx2/8T+GtG1C4s7ewMqxSsmY4VA4PqetexDrmvLYfAujRXc32qJrqUysWaRiBnPYCvKx0qcYp1L/I7cPzOT5TNXxl4TvkMd5ppQHvJaqw/NealHhrwXr6f8S27SGY9rebBH/AGrWm+Hfhy5XCWskLdmilYEfgciuc1H4VXC5fTtRVyOQlwm0/99D/AArzYVcPf3Jyi/wOyUKttYqRXu/hzrOmzefpF6s7LyMMYZf54P51AnjPxRoMgt9Wt2lC9rqMqx+jjr+tRi78aeESBOtw1sv/AD1HnRf99dvzFbVl8TrK6hNvq+mfI3DGPEiH/gLc/wA66JKpJXlFTj5bmacU9G4v8DS074l6PdAJeJNZSdPnG9P++h/hU82p2+oXhntZVlgKgLIhyD61jT6R4I16EyWF1Haz4ziKQofxRv6Umh2y2FolvuYgE/MR1OevtXBWpUUuaCafZnXSnUbtJprudZbSrtycVOGEkgUAYH3jVGPCrkcnpj3rRtoyqDPU8n3rz5aHTuWDk8DpUqrsUU1RjrTgdz+wrHcCVRwB37mp1Api4pwNIY7FB4FFIeTQBwXjnQNR1bU7Sayg8weU0T+gz6+3NdnZwyW2n28M0nmyRRKryf3iAATVnApGG5SOeeK6ZYiU4RpvZGapqMnJbs8/8CagbnXNSeUL5t6pnOBgZWRlI/Jlr0AeprlfDvg1dD1WS8a6abAdYUxjaGOTn16V1LMTwKvG1KdSpzU9rImhGUY2kNPzN7VDcSEERpy5/SpZHEaep7D1qFE2IZG5dq5o9y2RrGEGBn6nuaY4BYj+7x+lTrgAseijmoBny9x6tuarvoJbnTaeiS6RFHKgdChDKRnI9MV84XN9bXmu3UGpxeVbGZ1jYj54BuOFJ64A45r6R0og6dF6cjj618zeMZLifxlrD3DI032uQNsxgYOBjHsBX19GCnRj6HhTm4VHbuaieGbFyPJ1orEewK/41t2Ph7wnp6CW8nSdu5nnAH5AivMuM/dH5UuPTj6VnLCTlpzs1WJivso9V1Dx5pGl2v2fSkWUjhVhXbGv445/CvP9S1q+1m6866kZjn5V6Kv0FZij1yfxqVCMYwa1o4OnS1W/dmVXETno9j6Y+HVtLbeBdIWWUyM8fmDP8IZiQPwrl7g/6VN/10b+ZrvPDbxSeG9KeBdsRtYtq4xj5RXBXH/HzN/10b+ZrvpnPI43xxe3WnjT7uyuZredXbDxMVPQGrGifGrV7CIQ6nYwaggGN4Yxufr1B/Ksv4hyjbYw5/vN/IVwtEm0wWx9J6Z8YfCN3FH9oup7KUgblmgYgH/eGc/Wuhs/HHhW+BNtr9gx7qZNpH4HFfJdNNLmA+vJ/E2gqm5tZsAvr561w3ibx74VW2dYtYhnfB+WAM/P4DFfPnTsKjc8c01NoLGxqevzapczBWdbfOVTccH0JFZm7J5qW3tUOkS3mSHWdYcdiCrHP6VEB3qW7jHZpKM0opALSjpSUZoAdSZpO1A96AFBozSUUAOozSZ4pKAA9aM0HpSCgBx6U00tIetADT0qNxxmpD0prDIoAgjR5Z1SNSzscBR3qVTuxitDwzGX8VaWAOl1Gf1q34m8OXmhXkkkqEWksreTKpBBHUA+hoAxsMOnFOGO7ZqJAH53k1KF9qAF+lPFNAGKcKAFr3DRF8vRLNfSIfzrw7PFe56UQdJtCOnlirp7ky2PRB1H1r538U+ItcbX7+B76WFIbh0EcDGNQAx9OT+Jr6HFfNXjFSvjDVwP+fqT+dc8oRk7yVzRSa2IrPxbr2nyb4NVuiD1WR94/Js11Wn/ABWvE2rqFnFMP78DbG/I5H8q88PB6UhAPIrGrg6NVWlFGkMRUhsz2+w+IGg6hhWuvszn+G4XZ+vT9amvvDXhvXIzM1pblm6TW52H814P414QjkHB5HvVyz1G7sZPMs7mWBx18tyP06GuGWV8jvRm4s6o426tUjc7rVvh5b2Dx3FvfO0Cuu6OVATjPYj/AArcijxyOVrO0ibW7/SIbrVmVoblS1s20BnAOCTj36VpWjMocNg46V5+JdS/JUd2jtoqFrwVrmjbjdIoHY5/GtqLoM1l2Sg7SQc9TWqMBRgmvMqbnShzNxUiLhR61CnzMPQVNntWY0P3GpAcdaiAGadSYyUNRnNNAzTgMUgFoziik69qAA9aQ4Xml+6MmomcsfamK40/M4J/AUSH5gP7v86dnaDI3QdKYgON7dByaslojnyEWJepOTTZMAEDoFxT0y0hkbqaRxlWNHZAu5pT3Ulh4Mu7qJwkkVrLIrHsQDivl+Q+bI0kjEuxyzHqTXtXxO1w6f4NsdIjB8y/yzNnGEQ5I/EkflXipz3Ga+0w6/dR9EfPVfjYzBz2NLn2oOMdKWugzFHIq5YW/wBrvre3AyZZFTH1IFU8DtXY/DbSv7V8baejLuigY3EmfROR+uKAPo6GJYUjiQAJGAigdgOK8wuD/pU3/XRv5mvUh94fWvLLk/6VN/10b+ZrWkKR5t8QHzrFsn923B/NjXJV0njh9/iRx/chjH6Z/rXNEnHSpluCAmkzTSfY0maQxxNRPT81G5oAlS4YWQtgPl80yH3OMD+tODZHFI0gkgt06+WuOB6nP9aarbWFAEqinUUUAIelA6UGgdKAFopRSnpQA2iiigAooooAO1Np3am0AOpD1pKDQAh6U0mnHpTG6UAbngqATeMtPUnADM/4hSR/Ku++JFu8/hlZEbCQzK7rjqOgP4H+dcd8O0jfxUjOfmSJyn16H9Ca7jx7cWsfheSG7WRjM4EQj4IcdCfYf1q18JL3PHljTORmpcUKoUYHQUtQUFFFFABnHNe36CzPoNkzdTEP514hXvdrEkFpDEn3VQAflV09yZHd185+P4PJ8caqp7zlh+IB/rX0ZXgnxUi8vxxct/z0ijb/AMdx/SsUWzicU0r+FPyKTimIaQMc8+/emMGX5gefX1qXik6HOMjrSY0e83sayeEfDs6wiH/RlXy8fdygOP0/WsaAESFeozXZ6tPBf+D7e9hIMbJDLGcY4IA/rXIQruuCcEd6+fzKNqt+6PWwbvA2rRMD0q0WycCq8Pyxg+2amhBJ3Hua8VneWYxgU+m5wM05QT1qCh6jP0qRelMU9qkFSAoFLRSZoAXrxS8KMnpSAYPNMP7w4/hH60wE5kbP8NKEBPtTiOMCmSsVUKp+Y/pQBG/72XaPuKfzNJIdxEY6Dlv6Cn/6mLI5OMAetIibRzyepPqaoQ0japppXEWDUjjJA/GmPwi+5pol6I8g+JN7cz+I0tpZCYba3QQr2UN8x/M/yFcZnjk/lXW/EbA8WvzjNvF/I1yX4flX2eEd6UfQ+fr/AMSQc/Wj8KP880o5rpMhVAr3D4MaMINIvNXdfnuZPJiJH8C9fzJ/SvE7eJppkjjUs7kKoHcnpX1R4c0kaH4dsdNA+aCIBz6ueWP5k0AjVXlh9a8ruf8Aj6m/66N/M16ov3h9a8quT/pU3/XRv5mtKYpHlXjL/kZrnB/hT/0EVzxz2JrY8STef4ivm6gSbfy4rJOBzik9xjPmxnd+lN+buw/KlLc/dppO49MUgDPvUbnNPK0gUu6ooyzEAAe9AD0BCLTmUkVd1G0Fjfz2oJIhcoCepx3qrQAxWwcVJmmlRnNLQAUoNJRigB1LnimiloAKKQ0lADqKbTqAEJpKD1ooAKKKKAEPSmkZFLSHrQB0PgQlfGFljuJB/wCOGtz4i6yk9xFpMYyICJZH/wBojhR9Ov41yOh3ZsNbs7oEYjk3HJxxg1Dd3c+oXkt3cMGlmbe2OgPtTT0sK2pDS5oFA60hhmlpMc0tAF/RLNtQ1uztVXcHlXd/ug5P6V7iBgAelecfDnTfMu7jUnX5YR5UZ/2m6/pj869HrWCsSztq8N+LibfGAbs9rGf5j+le5V5H8ZbLbd6ZfAcPE8LH3ByP0JrnLZ5TS0lLimIBTgoII9RTcUo4xQwPoGW7iuPhlYzQQ+THJbwhI85244/pWDZckNWH4W8QLP4Lm0SXd51tOJYznho2zkfgf51uafjA5rwM01mergvhNhTkBcVeiGABVGEZOaug4HSvDkeiiQnJwOlSDpUaDNPHUCoKJB096kSogMmpVqQHGgD160o601mxwOpoARiSdop4XaABTUXb9afjjOaAGsdiknoKjVTku3U8/hTyN7ZPQdBTJMu2wdP4jTQmNUmV9/8ACPu/41Jj1o4HApMmmA09/eo5OcD0FSnpUbdKuO5Etjx74j2048RG4MT+Q0CASbTtyM5Gema42voaaMMSpwVYcqwyDXMar4F0jUtzxRGynP8AHB90n3Xp/KvewuaQhFU6itbqedVwUp+/BnkFKK29c8LajoLlriPfb5+W4j5U/Xup+tZEcbPIqKMsxwAByTXtQqRqK8HdHnzhKDtJHefCjw9/avihb2VM21gBKcjgv/CP6/hX0AK5rwL4dHhvwvb2rgfapP31we+89vwGBXSgVVyRy/eH1rym55u5v+ujfzNerL94fWvKLg4vJf8Arq38zWlPqTI8a1Rt+sXrDvO5/wDHjVJqs3rZv7k/9Nn/APQjVY9aT3GMI4pCCBUhpjUARk56VJany72Bl+8JVIP40h4HSmRc3MXb515P1oA6Pxcqr4ku9oGCVP5qKw6uaxd/bdavJ925WlO04xlRwP0FUiabAWikzS0gCiiigBwxRSCl7UAIaOKQ0UAFKDSUCgAPWig0UAIc0Cg9KTNACGkpTTc80AAJ3VKKhH3ulS8+lAC80o60lFADqM47ZpM1ueEbAaj4ltY5FDRRkyuD0IX/AOvimgPS/C2ljSdAt4WGJXHmSf7x/wABxWzkUn5/jRWyMzuK4z4oaX/aHgyeZVzJZus49cdG/Q/pXZ1BfWiX+n3NnJjZPE0Rz7jFcpofKlLmpLmCS1upbeUESROUYH1BwajApgLQOtFAoA09EuBb6tAxOAx2Hn14/wAK9L09xtryRSVYEdua9V01xJHHIBw6hh+IzXjZpDaR6eBlujpLcjAq2CSRzVC3zgVej9a+ekemiwpwOtKPWmCng1mUSL1qRSKhBp4JpAS5zShQOaYp4p26kA7GaQ5PA/GkzRmgBGPGBTRwKUmmnk1SExaBSZ5ozngUWEBxUTHinSHbgZyajIyQPWriRLsROPu0gUZzT5QTtwcdaaOR81DLjsMeNWUq6qyMMEEZBHpisjRfh/pzeLLfU7ceXb2582S3xlS/8OPQZ5x7VsYLEKoyT0HrXUaXZ/Y7QKw/eMdzf4V6uVKo6l09OpxY6UeSzWpeHeng0wU4V9KeOOH3h9a8nuD/AKZL/wBdG/ma9YH3h9a8muT/AKXN/wBdG/ma0p9SZHjOpLs1W8T0nf8A9CNVava0CNdvwf8Anu/86o0nuMQ0hpTSUANPIqIj5xz3qUmmJzIKAHrk9TmnVGBtapcUAIOtOpMUlADqKTNIaAHUU0HFOoACc0UUUAFFFFABRRRQAhNJR3ooAD0qM06kPPFACoM8mn8dgaFBUdzS0AIPpS0UUAFem/D7RvsunvqcyYlufljB4IQf4kZrzi0tZL28htogWeVwnA5GTjNe7QQpbwRwRgBI1CL9AMCrghNklFFFakHcUUUVyGrPAfifpH9meMp5lXEN6ouE+p4b9R+tcZ3r3j4paCdV8MfbYk3XGnkyDA5MZ4YfyP4V4RTEH40c/hW/o3g/WdbCvb2vlwH/AJbzHYn4dz+ArtdP+FllGoOoahNK/dYFCL+Zyf5Vx1sdQpaSlqdFPC1amyPLV5r1Dw8+/SrR87sxDn9K1W+Gnh5oyoF0rY4bz8kfgRiobDQptBDWTT+fbhswSEYO09QR6g15eMxtHEQtB6o7sPhp0pamxb9BV1DVSBcAVcTANeLLc9FEy4xTu1NGKcKzYxwpQeaKXp1oAcDSg02lBpAOzQaQc0YoAKbSmkAJpiEzzgU7IQGgDbUR+d/9mnuIApZtxoUZZm6ADFPPAxTW4jNVclkE6nCEHp1GOtRkntj6VNOjMgKEBlx1pkCPc3CQBQHY4/8Ar1UYOTSXUfMoxuzR0GzMkpupDlV+4Pf/AOtXRVXtbZLS3SGPoo6+p9anBr67C4dUKaj1PBr1HUm5DhS96QUtdVjFDx94fWvJbn/j6m/66N/M16yp+YfWvJbk/wClzf8AXRv5mtKfUUjyjxTEIfEV2B/EQ/5jNY+a6Lxom3xEx/vQof5iudxQ9wA009KXNITSAQ9KZEf3v4UrdKIFZnZh0Xr7UASso5NIp4x3p1MPBoAdkUhoooAKKKKACnDpTacOlABRRRQAUUUUAFFFFACGkzQTSGgBKVRlqSpEGBzQA7tTe9KTSUAFHSikA3EDGSegoA734daUHefVZB939zFkA89W/Hp+dehVl+HrAaXoVna7QHWMM/ux5P8Ah+FalbRVkQFOptKDVCO5ooorkNRroksbRyKGRgVZT0IPUV5TpvgC00nxFeSXirNFFJm0R/u7DyGI7kdPwr1is3V9MF9B5iD99GDtH94elcuMjUlRap7m2HlGNRORmrOg48xcegNTLKG6Z/KqVq424xj2q4G7npXx042dme/GSaJOfUfjVK/tmkQMFyVOeKvJgLuIyT2pWOF5OPwqU7Mox4xgVOtLOgWXIHDc0g7VV7gSg1IKiFKGPYGkBOMCjOaYpJHNOFIB3vTwKYOlLvA4NAXJBgdKa2WPSk3cdeKXcMUhXDbmlwAKShm4oC4x+flpQMUgBJzS96oQd6awyMdqeTTTjFCExj/cPHbNSaRG76pG4iLKinL/AN3PH51FgvmNfvMCB9a6DTLR7OyWOQjzCdz49fSvVy7DupVU+iOPFVuSm49WW6UCkpRX06PIHA0tNp2aBDl+8PrXklz/AMfc/wD10b+Zr1pfvj615Jcn/S5v+ujfzNa0+pLPOvHUTJq8MvZ4QPyJrmOtdt48gZoLScMcKWQjHHTNcMCTwBmiS1BDjTTS00ipGNc8VftEWPQriVvvTXEaJ9FBJ/mKznHvWlcxtbWNjbt3Q3H/AH3j/wCJoAq9aaRTjRQA2ig9aKACiiigApw6U2lBoAWikIzS0AFITQRSUAHelNJSE4oAD0pKX3pQNxoAVF5yakIxQBgUjUAIRSUUUAITXS+CNIGo62J5lzBagSH3bPyj+v4VzRIHWvXPB+mf2boEXmLief8AeyevP3R+WKqK1E9joc5570oNNHSlrYgdRnFIDS0Ad1RSdqWuQ0CgdaKKGBzV7YzW1/I6MpikO5QeKeh9e3atq9g+0WcsYGW2kr7GuVgTzMs0jHk8Zr5fMsL7KpdbM9rCVueFn0NUOC3Q1IHDd8iqkcMYUMFwTxirKHA2jrXlNHaitcoU2k9M4GOetRDrWgcAYJz7VTlQRt8vQ9qaGIOaUAClUDbmlpgKDgU7OKZkUuc0hMdn3pMc+tAxQTjmgQ8D8KdTFJNPpMBc0YHekpeKAEoHFFHSgAJxTDSk00kk0xMFbYykdQQa6kHIB9ea5UgY966pRhFHsK+hyd6SXoeXj1qhaUUlFe0eeOpRSUop3EOX7w+teR3X/H3P/wBdG/ma9cH3h9a8iuT/AKXP/wBdG/ma1pdSZHNeMVZtBkI6BgT+dedV63f26XdjNbycrIhH+H64ryUjaxU9QcGnMaGmmk040w1AxUiM08cQ6uwX8zVzUp2mv5j0SNjHGv8AdUcAVP4Zt/tPiK0DDKoS5/AGqVwP9LnI/wCejfzpgRg0tFFIApp4pSaSgAoopeKAEAzTqKKACikNANAC02lJpKACikOc1qaBodzr+oi1gIVVG6SRuiLnH4n2pMaV3ZEGm6XeavdC2sYHlk74HCj1J7V6Hb/CpWtUD6i4nIy5WIFc+3Oa67QNAstDsxb2kQyf9ZIR8zn1P+HaujjTC1k5u+h0wpJbnld58JbxIi1lqkM79o5IyhJ9AQTXB6hpV/pU3lahZy2znoJFxn6Hoa+l1GD0FZur6fZapbPb3dtHNG3Z1zg+oPY+9CqPqOdFPY+bSBSECuu8TeC5tFR7q3k860Hc8Mn1rkMg8549a1TT2OWUXF2ZueFtEOsaugkXNtD88xPQj+7+NevD0x0rlPAlglvoRut257lyWx/CBwBXVVvFaEMdS5zTR0pwqiRaUGkooA7sGg0lKK5TQBS0UUAFcpqVuLC+KjiKZy6+2eo/OurrI19vLht5Bjd5m3kdiP8AGvPzGmp0W+qOrCTcaiXcpxqxI7D3qbO08EVQgj89fMkkZsnoDgVYjCLxGAT6/wD16+TaPcRbDdSVJPqBUM+xhkjBHTHJp6pu6ncf0od44VyzKvuaFFt6FFQNjjmjcfWmz3AZwFhfGcFzx+nXFID+tXOlOHxKwlJPYlB4pRmmA08NjpUDHUvam5p47UEjgBThzRnNFIAo7Ud6QnikAUlJnNA4GaAAikNG7I70Bh6VRLAjNdPC26CNj3UH9K5fd1rodOlElmnqvymvbyeVpyiefjo+6mWqKKK+gPLHUopKUUAOH3h9a8huv+Pub/ro38zXrw+8PrXkNz/x9z/9dG/ma1pCZEACefrXkeoAJqV2q9BM4/8AHjXrZOK8w8R2jWmu3C4+WRvMX3B5/nmrnsJbmUelMNPNMPNZFHR+CY/+JtcXDHCQwHP4n/61YcxV53dCSpY4/Otzw5cJa6LrM+CZFjUceh4H6mufFN7AO4pKKKQCYpMU6igBOaOc0tFABRRRQAEUmKU+/FH4igBpopSBnqKMCgDQ0bRLzXLwW9pHkAjzHPAQE969o07w/a+GdKit4eCzDe5A3O3qf6elc78K4N2mTyY4E5/kK6zxTPttoV6s0qgfWsZt3sdlGmrXNaz2FeKu9BxVLTYQtqhIOcd6tyOseQDWbZqkKXx0qncPnI9qskEKWPTrVAtuXJ6k0CZx/wAQJHj8F3Wzq21SfQFhXikO+N88Y9DzXsnxIuUi8KyRHrK6Iv1zn+leQRxl3CgdTW1PY5K3xHY+A9WuLfUl07YZYJyT3JjOOv09a9LBzXH+ArGKCxuJyD55kKMT0AHpXYDrXVG9tTne4uadTaOlUIfmlptKKAO7ooorkNBc0opuaO1ADq5jxjcbLaCFSNxJc+oHQf1rph61wXia487XrmLPEMUa/nkmuPHStSa7nThY3qEem3ZazLyyfechscZxxitq0l3jhdq9AOlcdZO0d/Gmf3bvyO3tXRNeCDbGoDSsRhc9Ae5r5yVFzlaK1Z7CnZamw9wIxtQbiRwKijgwS8jb5T37L7Cq9oVWWYsSXO1cnqR1q3ExaT2XmvWwuCjRV3qzmqVnLRbEUwGQf51ArBTz90/pVyde5qjEnmvIgPTH45revRjWjysmE3F3RYGMU4dKhjbnYx5HTPepFzXzValKlNwkehGSkrokzSg0zODjNOHoazAlAp3ao88U7NABRRmg+nWgApMUE4o3UgEIAppYZp5ANNIGKYmIT6Vs6KR5Uy7iWyDj8Mf0rFIGK0NCgIu7mdpCcqqog6AY5z6nNetlMkq2vVHDjFeDN2iiivpTyB1FIDS0AOX7w+teRXP/AB9z/wDXRv5mvXV6j615Fc/8fU//AF0b+ZrWl1EyCvPvGchfWwuD+7jCj3B5/qa9BziuC8ZKX1uEKuSYgBgZJ5NVPRCW5zVRsK6ew8C+INQCMLIwRPyJJiF4+nWttPhRfmItNqdsjegjZv8ACseZGvJI4ayumihu7cDIuIwpz6qcj+tDWlwgBMMmDyDt61pal4eutE1Zba4KupRirqDhsD3rWtnItVQsuBj5T71tTgpK5lJuLszllt5j/wAsZP8Avmn/AGK67W0v/fNdV5UeeIxip1iRlzg9PWtPZIj2jONFndMeLab/AL5qQaben/l2k/Kura1kIPlll/rUD2V1jcszn8KPZRH7RnOjS71hkW7AZ78VIujXbAE+Wv1atkw3qZ/eMfbFQNNcpJiQ49itHs4i52Z66LP/ABzxgd8KTUMlkifKkhYgc5GK2pNzwlg45HQVkSZVmFVKEFsJNly302zZnEhkbG0cNj+EE/rVqbR9P80LGJFGOhc1n/aGiDEYGQjZP0/+tSLqRkn3kk57elCUewXkSNp9qJ0QB8bCzDcT/FgU86XbFRw3rw1IJWLzS4OdgUHuOtJaGS4u7e2jDNLI6qAOeppe6lew1e6PW/AtgumeHUiGfnYyHPPU1aukF9rkaA5SFC5PoTwBU1rF/Z+nDzF2FVwB/LFGloIBJK/+skOWJ9a82T1PXgrRNJpjAm0kcDtVSylN1OZCw2A8AGqt6ZbuZbSJyGkB3MvVV7mrEn2bSrILCFREXjmoHsXNQ1WK3iCHlz0A61WwywKWIBx0rIt43mY392SF6ojDkj1qGW7uLlXuZJWjtYwTnOAcf0oDQwviOytaWSEggOWIz1+XivObQYnabAzGNwz9a3tf1NtWu2YnMUY2xj29fxrIjjURP26c+tehRhaOp5lWScm0d/4Offpc/wD13b+ldJXO+D126TJxwZmP6CuhzWhmOHSlpAaWgBw6UUDpRQB3lFFFchoFFFFCAK8z8TRS2viS7nYHZLjn+VemVxXjq/t7G8sFulCwzo6tLj7pBGM+3P4Vx42lKpT93odOFqKE9epyhm2Mki4O0hhz6Vo27ZJkLFncglieSazrm1VRuiI2nkYOQas2RLwRg9SMGuDB25md9bZNHRCbywkoOSwxitJf3aBc5c43GsnT9s0ADH5lNWBOY7rae/TNeiQo3Ls7lYz34rH069H9pzQgnJBJB/DH9a1ZQJICA3TNcfaySWviRvMY4PAye3UVLaRUYnU3BxeRydAzD+WKnDYHWq9+4a2DqRnOfyqZAZEV1HDDIrxszh7ymdFDZofupwbp1pmx/Sk+ZT9015RuWhyM0dqhBc9ENO/eH+GkBLkd6TeKb5bk+lO2EdqYDTkn2pQOKMHpilCkd6kAzmkOMU4jPSmkcdaAGVq6J9+X6AfrWWcDoa2tGX9zI+BhmwPwr1Mti5Vo26HDi2lTdzToopRX1J44AUtFFJjFH3h9a8juf+Pqf/ro38zXrg+8PrXkVyf9Ln/66N/M1rSEyGn2GmwSaqb10V5FjEa5H3Rknj35/SmVo6cMD69aKztE0oK8rm7bjC4xwBU+A45HFMhTCfhSF9p4PArkO3c4zx3Yr5VvJtG4MwBx7Vw6o6npn6V6J43kD2FuRjiQj9K4JVy5z0rvw79087FL3xA8gAyCD71cjlOzG0E+tJEAeueK0I4hgZA+prc5rFUGU8Um+bGABnpxWkkK8DYMjvipfs4B+6KVx2ZhySOnzTSiJf8AaqLz7aVMGZZD6kYq9faeLh2bAwOMVz15YGJ8j5cmlzBYkvmSBG2MGBPAB6Vil2aQ5qdkPOeT7mnLBIkRlEW9OjbeopXuykrDHi8+OIq6h/KCqGHUg4x7U20tQ037x1XpkuOF/KrNsoFojpI3zMQoH+8KlExSVpQnzE8M3UfT0qErlXsNvQkZZI8oueIyckfU+uKu+EL+203X0uJoTKQpWJcZ+Y4xWTcsB8qnJxyaTTbv7DepcbFcrng0p/DYqm1zXZ7BNqE15L5k4EZzkRZztqnceIhZAJKOCeq8k1wkniOfkxKVBH8RzisyW8u5ZjK07lj79K41Rkds8THoeyabchbR76UBZpuNhOdqjoPr3/Gqr3X225Lv/wAe8R554Len0ry2PW9SijMa3T7TxyasP4r1E2BtFEaZH31Bz+H+NDoyD6zA9HFyNWvvswkEdvHzK2ev+z/jWD408Qo0Q0y0AHZwpxhfSuDtdRv7dmMN3NGW67XPNPj3uxZmLMSSSTk5q6dK0rsyqYi8bIlAJ4YVYEdstsAY8sT1NRdGHSpm+4OM4rtRxM7bw2qrpC7eMuTj8BWyKytBXbpMY4zuPT24/pWqKl7lrYcKUUlKOtADqWm06gDvKKKK5DQKKKKACvMfitvafT052iNyPrnn+lenV5p8Vm2z6Zzx5cn8xTjuDPPbTWrixi8hgJIh0Qn7v0Pb6Vv6NrsFyHjwytH8xDY6GuSmQMp9etV7S6ksL2OcZwh+YDuvcflWUsPDmc0tTWFeaSi3oetCf7JLHOrZgk6+xq/fErb/AGhAWCLv4547/pWJpLRXMLWMj5hlXdE3oD0/I1saTeMCbW5X95GSjjHGfX6Ec/jWTO6LLlpOrqoyCW6EdxXN+IoFs7gXRkCIeNzNgA9RV+1b7HdXFrklYWwn+4eV/wAPwpviOybVNHntUCmR1Bj3HABBz/n61EoqWjLUmk2i5Zsb7SVmVgw2Zx15qW11K1srZIL6eK2mXOElcKSueDz/AJ4rhPDPiK40O5+y3aOqKdrAjlfY1o+M7/TNTgt5rVw0wckHOTtI5B/GpxGEVdKDJWJ5FzI6/wDtvSS2DqNoD/13X/GpBqenN92+tW+k6/4142VAXBAI96jhdUeXahBUFvlwOMCuV5HBbSZP9pP+U9qXVdNHW+tgf+u6/wCNPGqaaFz9vtcevnr/AI14eLUq2ZAq9cleT/8AWqUGBMoAMd+9L+xI/wA/4B/aT/lPa/7a0oH/AJCNn/4EL/jSNr2kRj5tSsx/22U/yNeLLt5IiT64FTFH4wyimsjh/MxPMpfynrL+LNDQ/wDIRjYj+4rN/IVE3jLRlHE8zc/wwNXl6xuCcMMgcYqRkYoMMevatFklDq2Q8xqdkejP420lB0uj/wBssf1qA+ONMb7tveN6fIBn9a4ERqI8nk1IrhSFBx9K1WTYfzJeYVn2O1l8Xq5229iwJ6NNIMfkK7nwhdNeeH4pZHDSb23YGBzyP0IrxA3B8+IKCctXtXgmMR+FrcDuzfzxXVSwlKgvcRzzrzqP3mdHR1oHSitTMdRSZozQMcPvD615Ddf8fc3/AF0b+Zr11fvD615Fc/8AH3P/ANdG/ma1pEsirYsIcD3GKxicDJro9OdTbrxmory2R04aN7ssvcG3gYjkY4+tUtO1FblJN/BDHPHQ+lQ69qMdhaSSzW8rRqpYlADgCub8K61Bq1xeyW6uqK4I3+4rnOy3QueMLhXtIVX73mH8sVxy9c+tdF4ubatsMj5mb+VcxGN2Ru7134b4DzMX/ENOCPJA/nWvDCCgzjNZNmCHHOMVvW4woBNaSZgkSLbjAJHXvSGA4J/matocBfnFI80g+VQc+pXFZNlpGY8Ry2U49qzryzV8n8615klcnzHIB9BVCdFBBBb1GaqLFJHPPpaGXf8ANjOfargSOJQpXdjoPSpp5UXO44+pqjNdRRjLSKOvGRWxGpg3U0ltqTqrKFfLLwOCfSqkl6/mElvpVnUmS43NEpdx0xWVbRvc3ZRhtbqc9qxlpLQtbF0N5q5NMXG45OKkmjFvmMHJHBI6VFEpYgk0mBcjAZetTLBx0PPpUUSYrQgi3AYzUsZW+zDPSo2tmz0rajtS+Mg1OmnhgDjP0NRcdjEhs88nFXEgUA8fpW3Dpw4+XipXs9gYBev86pPUTOdddp4FMbcW/U1p3VsyIc8fWqLDEgPUnvW6ZmzudCXbotqTnJTcc+5rTqnpy+Xptsn92MVcqWWthR0pwpoNLQA6lFIOlKDigDu6UGvk3/hL/E3/AEMWrf8AgbJ/8VR/wl/ib/oYtX/8DZP/AIquU0PrOivkz/hL/E3/AEMWrf8AgbJ/8VS/8Jf4m/6GLV//AANk/wDiqQH1lXl3xTcPqunRZztt5GI9PmH+FePf8Jf4m/6GLV//AANk/wDiqqXOuateur3eqXs7qMK0tw7EDOeMn1qloLodJNlF5rOkOc1iNe3TDDXMx+sh9MUz7RN/z2k/76NNtAkdzoPiFtOaGKUEojfK+fug9j7V6Fcz4ura8Q7fOAjkI/vDofx6flXgfnS/89X/AO+jVr+2NU8oRf2leeWMYTz2xx04zWUoX2OiFZx3Pc9QeSYxXdsokkVfLkUHBI6j8Qc0lrqInBWUhHThlYYYfWvDxrmrL93VL0fS4f8AxpH1rVZJBI+p3jOOjGdiR+Oaz9k+5osSux7NqWi2Gou0ruYrkqAJFPXHTI71xdzHJaXUsEvLRttODwa44a5qysGGqXoI6EXD8frUMmo30sjSSXtw8jHLM0rEk+5zWsE4mNWop7I7IODwe/6VA8bIzupK7htPGc8D/GuS+3Xf/P1P/wB/DS/2he5z9rnz1/1h/wAa15jE67Y7u+WLHP0xTjGVGNoz3Ncf9vvP+fuf/v4f8aDf3h63c5/7aH/GjmCx2q7l/hz0qQyADoQa4b7fe/8AP3P/AN/D/jXaWTl9Ptt2WZoVYk8knApp3AfuIYgDjtUm9tnJ544pjMd+MADFPYuQBtGCPSmIFLNnccD2pzZ29eenNIiSMvt60iws4PJ59aAI0mZtQQBSdpHTvXu3ght/hiHjG2SRfrg14lBBtv4HAHGQ39K958NQiDw3p6Ag/uQ2QMZzzn9amewLc16KbS5rMoWikzS5oQCj7w+teR3P/H1N/wBdG/ma9bXqPrXklz/x9Tf9dG/ma2piZAcEYI4rR0i5kjdos5x0zWdUlvL5FzG/boamvG8bo2w8+Wdi54ucx6DdO8DPEyEOVPQe/tXDfD51jN+U+4ZFAJ7DBr0fV5IpdFuBIocMhXaBknI6YrhPBkCDXb7TGBiL4kUYwcDg1ya2seg/iTZL4vlab7JgbQGP8qwrfcPvfSuq8c6dFafYzDI7/P8ANuxxxXPQop613YfSJ5mL+O5pWQUlBxyQK3oETK9+3FY9tbhWVs4zWtGjKo2twacmYxRqJGgGSFyDSSmJc5xjr1qKMvjAUEdsGnndnmMc9OM1BRSurogHy7cu2eCKw7xb+Ufwxg+mTXQTyyZwBj6Csq5c9++eM81URM5S7sZWc+ZMxPfHFUmsI1O4jc3uc1u3KOzFsbQe5NUXMcZ+Ulq2STRDMsQTK+Y02gd8VU2ML2R8/My8n15rVlaZxz8q1TvI1ilgKEjKkE+vcUpKwJlf7NJI2W6epqUQFOnFTRzSLHg8g96csm9vWlYYyL7w6nmtm0XnP3vTnpVGJFY9MHNbFrB8o7GpaKRo2UJIzz05rRitARlRyarWgCqAW9ulasLbTgHnNZMpDFtwp+VQPeo7iLDYwM9Tx2q47gMDnH1qtcy5OBycUIGjC1GHMZ5B4rnpG2sSD05rp72N5FYYPPOPSucvoxEhx171tBmckeg2gAtIgOmwfyqcVFANtvGvogH6VKOtNj6C06m06gBw6UUmaWgD5xooorlNAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACu8sEI0y1zzmFePwFcHXoeltjTbTo37mPp9BVREx3lDceG6Z61Lt2ru5I6c1KmzJJTnGMAVIxUMPlBx7VZJAjHYcKOvBzTD5hAxjr1A4HpVwhVGFABPpUMhH1zQIdaqRLukPyn/Ir3jR0Mei2KE5IgQZ/AV4TAd7gAfTive7NdllbqMgCJRz9BU1C4lijNNzRWYxc0tNp1ACr1H1ryW5/4+pv+ujfzNetD7w+teS3P/H1N/10b+ZrWl1EyAmmsu4YyR7inUVq1cSundCxazLbSqlxEQh43jlT/hS39rHq5guNPuRa3cLZWVRzj09waYaqz2aTfMrvE/8AeQ4/SuaVDrE7IYrS0zD8SwazHcwvfXfnRK23gYzSWeDjnipNTsr9bSQyXCTxJhstkMADUNiu4ABec1tQTSaZzYiUZSTjsdFZ/OVz2HQVqQogjAJzzWVao2V/hwBmtGLCryT1oluQi+pAIycDHap9yZH0qqPL69/agE54BFSO4kzBjwMHHFY14AkhKAdMkmtWQksR6DrWTd7dzYGRVJCbMO7DyEknjrWbtAz/ACxWvc5LknBz0rLmcAnCgnpW8djNlebhcHq3AqhqTAeR8xO1+ePXtV3yzuDv13fd74qtNYy6ldtbxFd5yc54+UZ/wonsJbkYjaOTHbtVlIlJGRTbaZJraOQggsOuOKtIpGCDketSldDuTxQ7cAjgmtSNGGNgGO5qnB0GcVpxg7ARUy7DTJ4GkwOf0q9HvbGW4qjHIQAM9TVhJyFUYrNoo0Nozk/mabKiLz14qv8Aafl6H8KPNBAB5HvU2GQXeWQ/0rlr7KyfNjntXUzSbkYgAcd65q5VXu41Jzl1B/MVpETO+UYGKcOtNJwT9acKsQtOptKOtADgKWm0oOaAPnKiiiuU0CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9A03/kGW3/XJP8A0AUUVUSZGjH2/wB6nydB9aKKskXuv4fzqNvvH/dP86KKAH2f/Hwn1H8699i/1Ef+4P5UUVNQuI+iiisxhSiiijqA4feH1ryW5/4+5v8Aro38zRRWtPqJkFFFFbANooopCZU1P/kFXP8AuVlab/qqKKcTORvQ/wCr/Cpj/rKKKh7lrY0E+81Pb+H6CiioQytJ/rT9DWTN94/Q/wA6KKtCZnXP+rNYi/65/wDeooraOxDGL/x9D61Z0D/kOn/rlJ/MUUUpjRkWP/Hgv1P86v2f3fxooojsJ7l+HvWlH1ooqWNEh+8frUkfQfQ0UVLKJB/qxUo6n6UUVAyq38X41iH/AJClv/11X+dFFVEmR3f8I+lOHSiirAUdKcOtFFAC0UUUwP/Z",
"path": "000443.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000444
|
Men Tshirts
|
{
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",
"path": "000444.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000445
|
Men Tshirts
|
{
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",
"path": "000445.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000446
|
Men Tshirts
|
{
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ziI8hD/FJ6/QVcmkhJ3Z1nh3SpdJ0iKzmld5SfMdWOQpI4UewrXxg9sDkU5ehV+WzkMDUZOf6AVxS3NI7CrmR8EYHUn0rkPiV4oTQNCktLeTF3drgYPKp/wDXrrLy8g0zTprq5bEMKl5D6+ij61896xqNx408VSyH/Vq2SOyj/wCsOKuCBasl8O6SZYH1C5QM7N8oP866tEURYznvioLeHy4Qir8qgAAVJtJU4Bya1tc2Qu1T0Xn09axdS8R6VppMcjtLKP4IuSPqazPEXiB4Fks7WU9xJIP5CvPp5zJIw6itIw01MZ1rOyO7fx1asfl0+U+m5wKhbxuOdmmoR7ymuIQ4Iq4BnsKtQRl7aR07+M7tv9XZWsfpuyxqjceJNWuVIN15anjEKhf1rHAwemKOfWrVOJDqSZK8hdt8hLse7HNNLgdKjzTWqtiLjZyHA4pbRtrmJzlG6Cm7SabyjoQCTngDkk+w70kHQkmiEZ3AEHPGDzVq1126hQJIRMo6FjyKfd2zqhWRGRxwysMEH0IrLZdjc0nFFRk0dCPEUyAFIFDdiW4po8RX5P3Lf6bTWMhBA9adv5pciK9pJG7H4nuEJ821hcf7LEGraeJbF2BkikhPv8wrmQwPanKoINHIhqrI7eDVLC4yIbiLPoxx/OrcZ3ZIwR7V560aMccH8Kkhubm2/wBVcSpjp81Q6RtDEW3PQVPz4JqQHt/SuNt/E+owY3eVMo4+dMH8xWpB4yhY/wCkWLRn+9GdwrF02johWgze5/vGnAsTg81Ut9f0m6wFuokY9nyprQURyjcjqw/2DkVDVjZST2G9Kd16LThGDn5ScU5Qc4I2+1SXa40D2p4Helyq9+lOB4zxii47DAD2NSBDgHPNPUDHFOG3NMCPkHkGpgAx7j6VJhSOWzS47jmmSM8tQepPrmjyEJ6VLgcZApwIB6UCIhDEGx+mKPJDZK8VYVk/GpBt57VVguiq0OFyRmhMkcR4NWSn+1nIp6rgdqZLZCmVHK9aXAPQYqbnuAPalI60JEXI1BPcClOcYGDSIRz8v504/Qj6VSBiAMvXFIdx5OMU7quQpY/SmsDx+6I9sUEnrrNhC4X5ugzVHWNTj0nTZLokFh8qpnq3YVxnh74hx3UUUGsjy5SwUTIPlJ7Bh2rC8R61c6j4n8hg8VrASkcLHaZX7tz2p+RxWIJ4xcSvNKchzvkkbnJPX61Bp+u3Oh3Jk0iR4Yt2XtpSTG/uB2pbpp2YJkFh/AOg9ves6eOWJSJInJz95ea0ik1qJt9D1LQvHumas621w32W9IP7pskPjrtP9K5e81l9b1W4uSSFBMcCn+BR/U1oeCPDcHlnV5YmDqD9nDjkerVu3/hez1ZVnh/0W7ByJYx976is+ZJ2KWxwtxsnvFiD4KEKx9Kkxbzs0bcrGvU9xUmraPfaUx+124G5iROn3W+p7GpfDWjPq1/H+8BijO6Y9QV9PrWvQm50XhHQYgH1KaJT5sZiiV1/g7k59adqfgsBnn0ic27nrD/C3tmupgMyFkKRrCnCBD/CBUuVGWYY4zzWQHj88d3p1w1vPEVfPII6/T1rZ8PaUdW1NC8IFtB88jMvU9lHv3rs9XtbO6tHN7ErRqhZWLYZcfxA9RWN4U1bS7fTEtU32wLMytM2d+TwSfWqu2gOlFuQ0iSkvGxBQH+H2qVEcOACPL7g9R9KcDuXBIIxnjvSr1dMYAxznrWVtdR3Oe8R+DtM1+MtOvkXOOLiHhh9fWren2MGnWNvZwKVhhQKoPX6n69av3khOI0x/tfSoMYqJyuVFDWbGfSkhBLFwvXgfWhRvYqMY6kmsbxh4hj8MeHpb4tiZlMcAJ745NQo3G30OA+L/i1y0ehWDZKEGYjufSuc0DSRp9nyuJpQC3cisfSVGpalLq+oShIQ28tI2Oew9/ete68YaZaBhCsl5J2CrtX8zW8IMpSUUb5jcR7cnjrWLrOqrZWphhl3TygjKtnaO9ctqPifUdShdXPkQE/6uI4yPc96oWpyvBreNPuZzraaEGpyAL1JJ681jDG7JNal/HlwGJwSBxW/Z/Du7uoy4F1FyAGMQcHuScGrMVsciCOOatxEEda25PA2oxuEjuLR2YjAcmM5Pbkdal03wLrl4zKkVmijBaR7hQAOmTQIw8j1FGBnGa722+FlzIhaTU4NwxxBC0gJ9M8c1rWPwktZJnDz6jcKMgBYhEvscnrzVXFzHlTbFzlgD9akitprgZhgmlH+xGT/ACr6F0b4a6TpqeYLO3gf+8371xxzlm4xVm5tND0uFhPfRqEAwDcJGDj2FSB4dpPgfWNVZd8H2GAtgTXYIyeuAo5Nd9oHgiLTFaWB3WRcK17LGN7MR92NT0APpW5/wmvg7SFMpvrZ5VHAhJmkPsPSuB8T/FvU9XiktdMtTYJIcGdn3yhfReyk02JXZT8b2NvZeI50t5d4eNJJMvkhyPmz6HPauKlX5ic1agIBcFiXb5nZjkk+571DIAvFJlIqq21wM1Mcg5PQ1A33+uKmjO8bSc0hskX2pwUk1DkxOQatRMCMk5piEVNvNRvyasHbt69ahKcZzQCY1c9hUgBI5FMJxyKckgJ5NAClARyoNJFPNbPuglkjI/utU+QemDSGMY6UOKZSqSRq2Xiy8iIS5PmJ3PeuptNTjvEDK4we47V5vMhUZFNt766tJfMt5TGe/cH8KwlTTOmniWtz1pOQOMj1pcfMMdK4nSvGUgO29t2I7SRnkfhXS2WuadeIBFdLv/uyfKawdNxO2NaMka/HGOtLn1pkeWTcvI9RzTwcAZFJeZd7ki88k09W5FRLj1NSDngE1SQrk26n4J+6KrBXz1qT5gMknj3ppCuSoPUc1IQMfeH5VAjH86mBNNK5EmAAA9aVVcnA4+tAyewqVQ3UkYp2JuIY2U545qJww+ntVleoOKaA4J44NVYVyMD5QcH8qGJB6GpQ7f3Gz9etSZJHK/hmmkJyK+7LHCtQzyE4wR+BzU28bjhSKC/IJUn3osQ5FjwToMGpam99JHm3tmG3I4kk/wABXa634b0vXYwt/bqXU5WZfldT9ak0ywi0yC2srWYCKKPbtxyx/vZ9a1Mljjgjp0qL3Zzs8i17wjqWisZYt1zaL92WMHKj0Yf1qrodtca3eR2KFQWbLspztTuT6V7BKS3JBC5xg9W9vpXnEfjG20zxJfSWemwSWjMImlhXbJIR1YdsCqTewj0SOxihWAR/KsC7FUdMVOIw/wB07R6iqWlavZaxa+fYXCyg9VPDKfcVeZgpXpgZJ4pW1AS4SGSCRZ1RoSDvDjIx3zXH6Tqum2k00MNo8VhJLujdAWyAcZPoM1s67cLLb/Y0lRI5FzOx6iP2HqaycKIUjkd40jXy0jXC8dR17mtEnYV7HVw+S8ZkhYOrdweKmXdgbsZrl7eW7SdBbbYYydpwN4PfA/qa3kuy6NsTfgBtw+6wPoaOWwXuYvieVrmNrGNcqMNMMcsOw/rXK3UNuIJdoC54xtyBgcYrqJYUGxlnZ2MhKNuIZh3H9K5q5k8y5m371PVlJBwPUYq4oiTHaP4hu9JeOJiZLUnBjc52+uDXW2OqW+qxme2disb5kVuGV+w+lcO6NcFQIcyyEBQBnce1d3pWmx2NqtugUFfmmcfxPj+lZVEjRMtbQWLE/MaNhP3e/FSTPHbxNLNIqKgy7scAD1ryXxd8Yra0Mlr4bRLm4Xg3co+RD/sr3+tY+ybY3Kx6TquqadoFobvVbyC1gX5iZW6+wHUmvnTx344fxrq7tAjx6bD8sEZOCw/vEVzOq6rqet3f2rU72S6mOfmkb7v+6OgFVoSACFAGK6IU1HczbbJ3Y8BgSB0BPSoJp8cbvoKJpCKhgQSSb36Vat0Js+pbQlrfB71btD+7xVdSOQBxUsHAI/GqQMZqMZK5HPFbek/EjVNMQRtY20yAAZVmRuPfNZV0xaI4HasPO1zxQ3YSR7HYfFXRryNk1W1uLcqcqHjFwre/sa1tM8feCPNdp2gjAwVLWTKSR6AcGvCg4P1qzbZMgBztyM89aa1Bo9u1D4z6PbFodK068ucL1ysK8dOOtc7dfGzW2GLLSbeBv707tKB+AwK4mYx8qsaKBwAEFRZ9sD0FbeyM7l3XvGXiDxBj+1NRlkUcrDEfKQfgKwYrd7tgdo2dyxyT+NXmeMyBXZdzdutWUifdtIK46qeMfhR7Jdx8xmywvDFkKBGDjNRxggtI/QVcupFxNAEJdxgHPyiqN03yhB9MisZpJ6FRdx+nuZbyViMApwKfcE76SxjMbkgEkriib75zSH1IMD0oiO2UilIwaa/yyqQKCmieRNw3YpkD7WwasJ80feqjjZJiixKLpXeKhZSrVLE+5eaUruU+tMCDeQcYpflb600k52kYpjBgCRSGizg5BFSg9ao75F+lKLpl6ii4mie44jrPQgnBqy9yJUKgciq2GRwCO2allLQnjYI3TrUzAEDPPuahK5AIqQHjmqHexPDf3lrj7NPJGRyAG+X8q9E0TWG1GxjnbGTw69wa84jTcpY8irOlao+kajuJJt34kHp71nOmmjalWcXqesBwOdp59KdvPccVm2dzhE+bcjfdIOavtndx+tYctjtUr6kokOMAUoYsQNrYPtUak/3akVj1wMj3ppBcmyox1/KnBh6cU3d0zin7WJwO1UkTccjgnpxUityOlRKMKQCGyfyp6kgFs8jjmmSyXccnkY9KTcDmmFhnDA5xnIpQMAcEA9zQSSISTx0FOIDE5YcdgahO7JwDkVJGXU4IJ9OKEIUcZ2uce9MYgnhh+NRs8pJ2Rk/hTgG4OMZ96Ymdp4d8SaTrqKsLGC6HDW8vDA+3rXRpuUNvbdzxgdBXz/d3MkkzSSfK6f6p4/laMdua6vwh471X7fb6VeQPqCStsSUcSL9fUCpceVXObm1sdt4n1c2dqtlbvm7uAQCD9xO59q89Pl2KQyptQBWOf9o+tSaxcX6+ILmTUovs807bVyTt2jhQD06VSvp83fllAEiUAHHBqoK5TVkWNk9tLBdQM0EsrFk8s4/P2rstI8UXN9BHBJbma8kVzG8Y4YL2b0JriYb8pLHFJygBEbdcH0r0zw7pAtITdyjE8qBVGMbU9PrVSSJOatYbg6hFdawBFGwaeXcSuTnCoo71bsohq94kSLGYYVfaspO4knl2H6CuqvdOtdREYuo1do2zG3dT6iqNro6aUZpLVQ91Odvmsfup1/ShMGPNujQrFHMy27fIkY+XODyc9a0BGoIUAja3rjH09qbaoh2dXO3JftT3hDTO4c4ddjDOMD2oEV7m3t7s4kGCDtDKeQP6Vxmo6fJY3qrNb7omcBXDHDDPAyOhrsZlVDGQ7AqTIx9sY/GqOs6/p/h3TDfarcLBEv3VYZLN6AdzVIjfcoeGtO+QXrAbk3R26kfd55NUPFHxL0DwnE1ojnUdQGSYbcg4J/vN0FeT+MPinquveZZabu0zSjkBI+JJB/tHt+FcEgEQO0nB6+59T6mly31Y+bQ6HxZ4417xhJ/ptwILRW+S0gyqAf7R6sa5hpNo2jH+FPds1XYjPAp3JAsWPtUsICD61HGCe1WFFNFEUpy2PWpIV4xTSpMnSrEPHamkJij5F6VNFgnIPJqGYkLxzmmRS7GGfXvTWhO5oMm9CMflWPcxbHJxW0Dg57Gqt1FvBYU5IEZIweoxVmD5XVwcgHkVDIu1jkUi5GSrYNSnYbNt7y2Y5YnP+7R/aVvDCyxR5dv4mWspA7ry2Kk8jgliTitPatoSSHrL50xd2KqPmzt4JHatPTl1DX7hrGxglmvFi8yMQpuz6qfb3rGZyV2gYA7V6B8HLn7J8Q7JeAs8EkR/LIqOZoq2pTtfhj40u/uaM8e7q88qrW9afAvxDcIn2u+sLUZywGZD+lfQJwxyy0HGOmPpWbbLSSPCPEHwnh8NeGbzVX1d7mW3VcRCEKjZOPr3rym6+WZl9Divpb4rz+V4AvFzzJJEmM+rV81XY/0h+T1qlsZ9SAjJpHGFVvSng8Gmvgxk+9Mos2pyuO1RXSANmpLXhTT7gApmmR1IYztxVlMEZNVkBIqdDgUDYSR7xnHNVjuQkHpWgMbfeoZou460AmQcNzQYkJ5FMIK89KkRt2KLIGCWy54HUVFex7ViYZ6bfyq0SFycnIpl581rGfQZpNAVYmDLjpinc9BzmooDhjmrUShpA3Hy0LUC3DEAoBFUr6HYwZVODVssW6nC46is+4v1BCQgvj+I0MaOm8Kavtxpk7+8DHv7Zrt7e43oFcjI6Ed68dju8SI/KMrblKjoa7fR/Egu9kN0RHP2cfdf/A1lKJ1U6ttDtVfBHINSICM1QhkOBuP/ANarqsCMq2anlNVK5YRQRz1qwjbc8E1UQnjgnNTp8zcA0BckJycqgHtT1QMMjAJqP51OSwA9OtOJUn72D7UA2SMhLg9sYo8pnGMDA64qPAwDxQvDZzjjrmgB6oVIwDj3oLSbsoMgdaRXU5PmjPfvSiVTwDu/DFMQpmAbAbBHXmk8wA9CR+VOI3nBCrSjySu08tTsS2ctNYz7GaGVGJHVuM16D4B0Z7CwF7qAiFzdZWDC/dX1/GuZ8OeGtRu9cOnX0U0cUeHmLLgBc9Ae+a9hSGLylRFCqgCqPQDtUylfQwSsUGsYLyy+y6hao8J/hcZA9x6VxeueB7u2DPpLme2wf9GY/Ov+6T1r0XaHBDDOeoJqO5uIrW0eeU7YogWYnsBSi2g3PK/BelG/1JzeRSrBaMHZXXHz54XnvXqETrJK7K8mfQ9Pwrz0+KdR+3y30ah4ZmBW1YYwvQZP96ux0bxDp2qoEj/0e5xloJDhh9PWm22GyNc7sZHJHIqCctHG7uQAw59F9KsquAFJJ9z1rn9W1D7S7wQSqIoiNxzy7Z+79KqJLNZpxBbROCSrYU4HAJ7mphJGseS+dgyTjrWGdYgtrch4ZfMj+XHVT9faprO5FwvzIPOKiQgHnaegGOgqrMRY8x5HVmXaZDyv91D3PpXzf8QvEEmv+Krmbz2a0tmaC1TPCheC2Pc96988Qaiun+HdZvZg0WyJlDMcb2IwMfnXzLMkbLsYc4qokPcy3HmAurEsOpoSQEYPWmIDE5VvpUecFvahlEk3HeoVBY0MdxqSDl6kGiWOMipBwfxpwHFIV561aIuKfpT0GKaM4PPSnLTEOcgx5PWqLMS4HrV1vuYxVCQ7XHFJjia0DhoevK8GpsAryKo2xwAc9etXgcDk1b2EyhcwblLAc1nj5G+YVuMisKpzwDHHrWbQ7kcUqEYUVYRCwbPQ1nbGjbg8Vct58jaxxTQxkqCNuBxXSeBLtbPxvocwbbi6VP8AvoYrDkXzF4pLC4NjqtncHrFcRsD9GFFhn2J5sQlERkUSMCyoW5IHU4qTr/hUSmNiJigZ9uVfHODzSObkSr5caGLaSxLfNntis2Ujy74tXd3B4dis72aBzcXgeERrgiNRnn3zXhNyczNg969D+K5A8YXSrNLKTGrurybljY/wr6DFeauSX5OMnrV9COo4GhuUI/GkHWnnAU8c4oRWw+3YgGpnAZDxUFuflB/OrB4U8ZpohPUrpxx71KOCKhwRmpl5ANMpllDlcjrTZSVXPelj5WmXPQ0ySt/rMg1GAY5AD609CAxp7qJOpxikBI4DJTJyTbpxxjFNOQuCSRQX3WwX0OKBlHOCCOpOKvpECpHIROXPr7VVgUG6QEcFq0JD5UWCeBl29/QUkVoUtQn2H7NGSP759Pas8IAOOlKT5jMx+8xzk0oJHUVPUAAqeIdBkjB9ahAzUsZ2sPenYLHXaR4qKeVa6hnj5VlH9a7OAgAFXyCAQQeteSlQTkj8a7bwpr1qtn9k1C4SJ4jhXk6Fe2PpSaNKcnex2ccoJwASaminKsdwYgnArL/tfSi//H/APQ7qn/tLSGUA6lbcdP3grI6EzUd+cAE0zBDfLkmqkWraYr7RqNqeO8oq0NT04nAv7Ucf89BSGSbZCOuBThGoAVm3H0qH+07AoqjULfPrvFPXUNPx899bgjqS4o6DHFBGuYwqk8ZNSCJ2wjEFCOue9MXUtNY4+2220DvKOaDqGmkHN9bA/wDXUVSIZaSMIoViOnU0jRjcdoVj2NVo9RsXJH26147mVak+32uwst7aHHpKKpOxNitf+KNbuvElxfaTO8NvGwt7eNj8kuOSSPeuw0Hx9Zag4tNTjFjfA4O//VsfZq4K7l8i2tyq5PzYz3z0NZ8kBuoPPVvmJP3uQCKhR0uZux71JKpCEElfvZX0HeuJ8WeIoru4TRoG5UCS5XPT0U/zrF8Hajrsl/HpkUge3ZGMiykkQgfxKR057Vnajomo+Hb2eXVI5poLly73sPO8k9G/u0o7iJ5LhYt+x0MzcjHRfpVHe8nlbyWy3DrwxP17VCslvcXGQ5UAYGMcirps2Zokgn5YgJHjJYn0rdWSIdzrvD+r61dxTWausnlxnbcSfwN2BPeoGjl0+VIbmJkcDO4nhj3INdLpWnjTdPXT+XuAokeQjAc//Wq+9vHc2/kXcayBh91ufyPas+fUaRxBv/JDO9wkQJAZdmWC5rT0K6W4vtpgZgx+WZCefRj/AIVHqvhm6t0Z7AvMqnhGb5lHcD2rW0Cxa3sxPcW4imb5VAJ+77j3rSUtCVHU8/8AjTraW1jp+gQtukuJPtE2TztXpn6mvGpz8y+uK6X4i6udY8cX84OYonFuhHYLx/OuYmHyBvSiOwpalK5j3fMBzVN++a0n5WqU0eDuH40MEQgVNEAHqGpY22nPehIbLYHHFMc7WHWpAwIFMl9aZNh60uQKbGwIzRgk00Kw7OTjrVW4Ta1XY1AbIqK7XKfhSY0Mtm6g1cRiw57VnwHB4q0rFXBppiZbBpxAYc01TkZFKxbrVCK0loHJIFUHt3iboSK1fMYdqbLJHHGXlPHpUtDRRt7nYdr/AHfU0l42IpHUglcMD9OaktxHKWdlAXsKZcvCkbRqg5zQirn2BoU/2rw9p9zuyZbaNv8Ax0VfXr9Oa+d9G+N99onh2x02LRoZ3toVi82SYjdj2FOb44+Jr+RkjtNPtoiDuIRmIGPU1DTA5DV5wdf1NpG3LNdSEsT0+asK4mtxKyo+7B6gcVcnY3EjszFmbnkVjMvluy+hqnoKJcV84qVCHbHqKzwSCMHFOVmyPmxUplFuNimV9Kso+VqvsGAakjyPpVEsDncalXhRxTSO9KW4oAmjNMuT8tCZK80y4YBKYrEEeTUuCzAVHFk9KsDg0gaEmX5AAOKgjHyMpPvVl+UquvyybexoGMtl/wBMjz6mn6lIRGFx98/oKdaBftgJ6gGq2ouXutv91QP60nsPqVQuRinhO1Iop4HApJDIdrA8GpVOMGl6NSry2KYFg9M+1bvg24hj8RpDNDHKJl2qHUHBrDxxip9NcwatauP4ZV6fWmJPU9hNpZg4+xwk/wDXMYqSOytGIJsYPf8AdDBqU7PMIbIU81NCkYXAIVevBqOVHQmMj06xZiTZ2mPTyhVwafZrhhaQEAcDyxzUaRK7cdM471eXHlgEYycDvSaLQ1LGyA3f2fb7v+uYqVrCyl2btPtix6loQRUkSkDkZxUysWVWQL74PWiwNlaTSdJb7+m2wGc/LGBmmf2Ro7cDTbUqDggoOtaKSFzk4B9OtBUOo5A9xRZCKP8AYuiMT/xLLTI7mNaZJo+iKjAaXa5PUeUMfnV/YnXbypyCRSFtqkySDaexoshHm2p3RuJVeGQfZ4kCbRwwPfIqCG5kjKzQ/vIGYI6nrk9MCvVtf8G6T4gDzFTbXuOJ4hjd/vL0Ye9c34b8H3Ph/X2l1kwSWaDdDIn3ZZO3Xpj3rNVY8pHK+Y7PwhosejacRM6G9uf3k2DyPQV0LwpJGYnVXjYYZWGQfrVOBg0zu0CKWH3gOfxq6ANuQRjvjpUrXUTOI1n4e2buZtLYQStyLct8jfQ9qh8FeHJ4LyW8v4ShtSY4o3IPzd2/wrrdWuxpWmy3bkMyrjnrI3ZRXk1jda9YXct7aXWy5lYzTI7fKxJ+7g1avYXme1lQ2DxuHSkwo4IGa5Hw946tdSK22oRi0vCO5+Rz7HtXTTT7HyqbsABcdyfSp23GTySCKNmPYdK5vxbrbaB4bvdUmcBo4isKnqZG4X+ea3ZW85yAPkQ/rXjHxw11nubDQoW/dxD7RPz1J+6DTjqxS2PK3cvJucksSSxz1Pc0Scx1Gh3NwCxz0Azmum03wLrOqwLLKkdlbno1wMM30XrRVxNOkveYRpSlscpkMOMH6U1lXad3euzvfh1d29uXtdShuJQP9WyFc/Q1x13BcWNx5F5DJDJ/dcfyPelRxVOr8LHOjKGrM9kIbilBw1SuA46cioQDu6V0GSLkJyDUxAIqtCSGA7VZ7cimiWrDduBwaaSwqQY4okXKnFMYQODnNSTrmP8ACq0RKvzxzV4DKc0dAMmI4kx71cHSopofLlLDoaBLtIB6etJDLMUhR8HoatHBHWqJyeR07UondFwBkjpVXIJpp0ghLOeO3uazAXv5AX4UHIXsKsiMyyeZK25iMfQe1SLGqHK8ewqSkW9C0W517W7LR7MqHuW27m/hUckn6Cul8b/DJvC2mRapb6ouoW6TCKbKbDGx/pXO6Pq11oGs2mq2e3z7Z9wDcgjoR+Irf8WePrjxZpsenR6bFp1n53nTBHLNI46ZPpSs76FX0OEmQoAe1aaottakZwDyxpscSSNsxuGcmqWqXJklMKn5QcsR0JpvTcjcZNdEkiIY7bqr7NzZJ5oA4p69anqUlYPLFPCdh60vQ1PDFk7m/CmO4u0oMGnJkVZj0+7u7S6vLa3aWG22mYpyUB7kdarKQfpSUrkskPC5xzUZYsMU88qahiJ8wg1a1Ei2n3QKhuMd6l6DOaryEs+B3oGEQ5qVzgU1UKjk0vOetITY1izLSPHhc96k3YNNdvl54oASHEZdx/dA+tU73/j7fjqBVyPPluOOoqtqCgXQbP3kBpS2K6kCipO1NXpS5OKFsMQ9RT0+WUHHB4ppPSlLEKePegC2wxUlgu/VbZRzmRePxqLdvC8dq0fDcBn8S2a7c4kBP0HNNCW5680hUlQv444qRVyUYKAfpxTIVSVsgjJ96sRgAKpbLZ7UGqHqrkYCZ68of85q9B5nl4IGfX2/xqKMEZBXNTxp8o2kAY656VBomTAbcEZ59DUjbSyYU9c9M4piYVB3PpmpQRjBIDelAwZ1UqWB9uO9GRkKASOmcYBp2WAGOQeo9aUk4GwDAPftQIY6BclXKn2x/I00pyzeYWTqw6mnSuynLOgycYZc5+lOAZ+WAGO2aAOqePIG4Y9xUbjCFZFDKeMEZBq6CrLjkj3phTHAGVPY1xuBMZFONZID+4IaL/ni/T/gJ7fSrVtcQTAxIpV0+9GwwRn+dRMnUpz/ALJqCeGO8ieKUOMqV3K211+jdqcZW0Bq5w3ijXhqmpywozfZrNjHGB0kk7v+HQVg6jcGO4IVf4RvDew7e9a2peC77RpFlsd+oWO7mPP7+MdeezCuNlmP2iaR3EoMhLL0Ke2K6YNMiWhrtbo5SWHOWUEjrz6V2/gn+0ngmluJ2exHy26PyVfuQfSuB0G0utV1mKytSRFOP3hP/LMDqa9ltYIrS2ht7dSIYV2oPYdz7moqyKiiZSqMZZG/dxgknOARjkmvlbxTq7694m1LUS2VnmITJ6IvAxXvvxP1o6D4CvpImCz3IW2jwehbr+Qr5oAwpXjpgUQfLG4nrKx6t8ONEjttNfV7iIefPxBuXOxB3+pNdo4dywyWfPPrVHw3dR3/AIe0+aIDm2UbQOhUYP0ri/iNqkqXVra2Wrh4fLYXFtayfdbP8RHXIr5qpRnia7UnZHpqcacE0dZKymVo1dCykBgHDFc+oFc94z05dQ8MXh27pbYCWIkZIweRn0rD8CJcx6ldgQzLBJDneyEDIPHJ9q7wxC4imgYZ86JkwO+QahR+rYmMYsuUvaU3dHgsbiQkiiaMjDjpSRRmOR0PVWK/TBxVk4Me2vrou6PF2ZWRiCDVtW3LmqXRsVYt3ydpOO9UhMnA5qUfcOcVGRjvSK+Mg9KdySOZCFLKORzU0EhdApNO2blPfiqsJ8ucrQMszYGKgIVuCKsTDcmR2quCM4oAj+aJ8qSUParCsrjrQdoHPWogoByODQBNtweDSBiDg03OepqQDI6UwGkbuc9OtBIC4IxTWymRTcbvXNK9gJI7gQwyzDsdoHqayT8zbj1JJNWbpwCIl+6DUAGRwKmWpQo4605RzSlS2MLk1OsWzGetCAIk3MCegqwWJzxSLwMAUucg46U2SjV0G5uodL8QzWtw0Ti1jU4/iBfBGPpVXRdGudcvDZ2exGRN7NKdoUVc8FX32DW7sCMSBrVmKMu7dtIOMV6d/wAS251M3KwoL+KJd4XhkVhnkDtXk4vFPDt6HdRoKotzx6+tptL1GWxusedE2CV6MOxB7iqpG2c816T4704X+jR3sMe+4tJAMqvzFD2/CvOC2ZVZRlTxkV04LFLEU1Iwr0vZysSEgrgdaRUAbdmnMmVBBpgYjINdxhbQe2TjFNORyTinDDZqFhuk2nNIBxZVHXmo2cvxUhhUGkCAN0NA0Kq4iPrUVzH5kKuAS0Z5+lWyuIjxUAcqcg8UMVykGyOOlOHSnPGpdipx3wabhsdjSRSdwoJyP0pdpH07800gswKD5c9aAJUYrOy5OMV2HgSzMmp3N4W2iGMKpx1Zu35Vx7OiSl2OSB0HevUPDmnSabpdtG6gSSDzZcd2bp+QoKirs6WGQDhVP+8eKnjmZfmwdx9RVeIZUgnBPNWI8hhkjB65GaDTlLSzOQcHI6HORxUsE0hBBjGD90njNV22jkM2R6HrUse7u2GPYUmWkWxK4XiMKM4Y5zipUYuw+UFB0OSTVYDcpJyM1YRxsHPOOMd6QErYAGTyelMMjFsqR8v8LKc1AWdT94Entt6U8M6fxE5GMUCJ5Hzxt3E+vSov9YG3Lggd1BoSRjw/pjApksgUE7uTxjIzQBJoPxCVilpr8P2eXotyv+rb6+ld2kiTQiWORXRhlWU5BrxOSJZ4zHINwPHSl0nUNY8LuZNOna4t85a0kORj29K5kzSVHse0EZIbt60x1DcEc+orD8P+M9L15REJBbXhHzW0xwc+3rXQlcqcZB9DSauYtNaMgUNGcspJ/vVz+v8AhDS9eVpXj+y3ePluIVAJ/wB4fxCukAOeOPUGoLiaG2t5bqU7YoVLvu7AUldBo0ebadcJ4Gu57G4jW6uCR58sZxhOwXPt1r0e2uIL22jubaVXilUFSD29PrXjF5eS6jdT3shw00hfHoM8fpVzQvEV54euC0A820c5kt2PB919DVSjzBzWD49XZ8jRrAHH35mX9Aa8ZAYAcE13HxS8QweIfEnnwK6xQW6xKrjkN1NcKJn7ZreMfdsYvc1IdZ1RNMTS1upFs1JIiT5c565I5NXPDUwsvEemzkLtE4BU4xzx+NYKtI4+8Bn14q3bJLlXjDuUIfKqeCOetc9WFNRaW5tByvqe53E7S7t0hByQR0H0qhdJeXFlPDYzrb3DJtSVhwM1wd18QtTkfdFaWcMZYEnaWb35PrXoYdGtw0Z4YBh9CM18zXw9ShONRu56kZqceVHhl7YXOl6tc2V0B50UmGwcg+9McFa6j4hQbfEsU4GPPt1Yn1I4Nc5cABF96+rw1T2lNM8epHllYqTL0cU1D0INTKu5CDVf7rbfSuhEmhE3mIfUUyXCgjvUVqcSYz1NOn++aLE2LVu2Y6qvlbjOOSaswjbGOeKiuPmYGmBaYFohxVIAiXmrkZ/cjntVZvv0wJyuQTVc5J96tJ8yioJOHoEIEYnpU6KRxzTEbgU/d7ikDY2ZQR71VYsqOcdOBVqTkHnpVS7YJET7ZoGioAxJbgg+/WplQ8YA98V7TongDwzd+F7GB9LeY3dl576wshxG+0k89AAQBivHwqpxuBwTyP4sHGfxqbXKuIihT0oOS3tTSWf7owKArjvVE3JGdQpB5OOKcnEfPpUaREtuNTjGOaTBbjdO1C50fVYdQtNvnRNkBhkEdwRXpHgm3uJNJl1Kcg3OoTNMzFuSgPAB/pXl8hLzCNAeTgEDr/k16x4cs20PT7LSbzZFcPH5zB3+Yu7cIv0A5ryM0i3Rajud2EaUtTdiyJC20EMMkEcV5R4wtorPxXfW9vB5UYZWVe3IySPavUdTuUsoWvfNQpbxtMI2YKJz/cz/AEryvxJrreI9TjvpLKC1dYwmIySWHbNcGTU6kZc3Q1xsk1Yzk+7monZFY5przYXaOtMSMsSW719MeYL5pwdgpyA/eY81MkQUcUNgDFADcgigcPSZ5pwUk5oFYsAArWfMHjkIxla0U+4OKhmQnNU1oCM7zUZTtJB6YNMI7nFRzKVnIHA609SCME4qC0I7ccClBKpgEj8aRxhwAM1K0btjAGMUwHWFrLf6nbWkIy80gHTovevZ0QDhfuAALn2rhvAWnxLLc6lMwVlPkxH09TXfqnmMMsNp6Ed6ls2hHQnXg8suMdKmjQsCVZhSxBPvMOgqYMucjGPei5aiOSLaCVXeT6mrC+oIz6jtUAZSC2eD3JAFPiGEOFjUnkh23ZpXuOxIzAcb8nPrUybgc5YjHqKgxzua3RR2285oy7OpVAF7hqALLXAXIDAHrg0n2kjnAAB6swGaaVUjBGFPYUzy4jJ8sXflm5zTTIdyYMkpJ2qB6mnKkLYBGRmoRCgYleAR90HpUhZNoB5x6UNjOUV+e/51IpKnhiKiVhyMDIp5YADjnNcx1WIbqwhvsMxZJQcrIowwP1rb0zxxq2g7LXWIze2I4Fwv+sX/ABrNMnpkGlDZUggMD1B5pEuKlueraVrGna3bC4sLhJo8fNg/MvsR61x3xD1tWVNEtmyxIe6KnkD+FPqa48Wc1ndC70m4e0uAwJC8A+1UJr1nv5Xu1ZbmVtzkjAJ9apGEqbWxMF2ow7VEVJXjkirORszxg+lQ9N+OwJqkZM831dzLqdwxPJc81TCkLu6VPMfMuHY8kknn61HOcRYH6VuloZ9Tqfhva2l9r84vreK48q3ZkWQZG7PXFeqzKv2Ka1jSC3SSNkHlxAYBGO1eFeHtbfQNXjv1jEiAFJIycbkPXmvXtM8UaTrFuXtbmNWUAuk7BGT8+Me9fO5lSrqpzw2PSw8oONmY0fw90eIIZ5bu5GOBuCLn8K6FUSGNIo/lijQKFzk4HvUVz4j0WCPE+r2CFR0Eu4/pWRc+OvDsKEwSzXsgGVSOIqrN7k9q4J0sViLKSZupUodTG+IsUZOkvvAnw4Kd9h5BriLk5x/Kr13ez6pfzahdtumlOfZB2UfSs6UkuSfWvqMHQdKmos8mtP2kroRMjFQ3CH71TZxSScpXUSRW/wB9fWnzE7/rUcWVmFSSgl/xoQi1nbCPpUQ+apwm+IDHaoEbZIUYUyUWPuwgd6ix+dSfeAzSbcHpQBJEcKM1FOoLFgafkfxGkYKw+WmAyHBUA0PIqsQF5pCwSouWfNIGOy7nGMA1HMm6DJ9cGrqD5ORVaQA27DA4NAIms9R1GDT5NPg1G7js5PvW6SkIfwpmzoAAAB0FR2g6nrVraM0AyAjaKaD82KWQ4YgUiDLcmi4MmGQKSQ4TJqVRx1qtdkfdU0MENtU3Mzn9au21w1rf2ty0rAwyq4ZiWIAPOP8ACoIU2RD17moLjc/HPHTmuerHmVjWErO56B4t1CzvfCcbQ28uDqDeV56YYDqT7da4KQk8juKuXmr3utTRTXrA+RCsSBeBx3x6mquzNZ4aj7JWRVWfMyJBjAIGanXioAMNjvVhRgc12GA/IA56CoWbLcdKJZOwpiKTzQFxwUk+1SrxmkyFHOaaCSeOlMCyhDDHpSSjAogAx70sg4JptiW5j3K/v6jCbsL6mrMkE9xOEt43kY9l5Nadl4S1e4KkrHAp/ikbp+ArJs1jFszDGu7AYYxzmgbjIqRfMWIAGOvtXb2vgKyWNWurue4Y/e2jYK6DT/D2kWDq9vZruXkO5LHP41PObKg3uV9D0eax0m3t5kXzOWfHuc1txIUABXNS56YPPWpFwo4Jz6YpcxsoJDgoXnaScU5Zvm+YFjjgZ6UiZLc5/KpVUEHk8jHSlclxE8+Da2+EYHq2eKmjeLA8qMhsenT/AOtUJSIDjaD+ZqaP7mCRgdKpByj87iMqc9znpTpZGCYCcn3pFZcYIHPWhwCuBxTExIyQeScAZ5qcbcK3zKc8VU3bDgHjpmgSFs7pMNnPWn0JZbZwGOSaN2cEICD71SaRlIz83fk8VGskm/PT1OaAMvp0P508NxiowhxzQdyqcKOvrXMdRKpHb8aU4AyRUcYwSSOtWAQAO1AhBg4x0pl3p0V+g80MGHAdeSKlyM5BZvYrxUik46KPpQFjnLi3utJBLgtFnhh90/X0rB1a/wBUkh8u3iREYgM8fLEV6GGXlXCsD1BGRj0NZE2iWDzllDoh6xq3y0RumZTimrnlbLsds9qqzyAGtvxHbQ2WsXUMBzGOntmudcZJNdZxvRjhtPUVYiRWjwVBqFQoAqUIVwVOfak43BEgRFX5VA/CnouBTfmK8inxjI5oUUhNkoI2EVWZeT3qYqccVG2fSqBEfamt0NKVOOlRtnFIBp65qQEsuagJNPhfB/GhAaMGdnNRXEecsOop8TYTr+FKeaZAiyZQUpJbp2qLBVj6VKCtMY0Lk808KMdaQ4zRnmgCGRfmoSPJHapJEyM5psYoEW41zGQaqMh3Mvr2q7CDjk1DMAtwrHpmhoaK1uSuVxVjOe1JtRGbHQHrRvToCc0hsglHcUxWw4qd03ITyce1VD8r0CL28Y7VXPzyg0u7cBtpyLt6jJNA+hI+cUzG7tTvrSrgDg0WEmNAx0FORCzcGnEcdafEvzc0JAyDZiQ0+Rljj96dKNshqvKQSM0hEeSxzUy5xTEA7U/BzTACOetOPCZPFAA6miXAjzQBJbMW3VLL92q9mQc1YcEr05qraDehZ8N4XWnU5G+I4x7V2aYXoM1wVhP9k1a2m7B9p+h4rvVI29efesJnVRNKEloxweKmUHIHGPeobVyIuOfoKsKxUfNxWSOsnBkXgMoH0qQO+R3qFZFI5b8KBMD7cVRLRP5hH507zOSDIKqi5UNtLcd6eHQDIYH60hE4Kk9QfoKeDtY8ZFVxOpz/AEpfM3A4JzVITZZQ5b5Rj3NSndtPANVBJhMetSK3A3HPpTRD1JGAGRjr2HIqu/GSFIPTNLJKy/d71ECxOWY07i5RWJRuZCfagTkqcAgetMYMD3NMIY7ipHPbNUmS0Qgc9KAmD0FNGP8AapdygfdP51x3OxkmCAeaFxkCojIFGQpzSiYk/KtUiSf7vc4pc/Wow5JoPHqKYExzjtUEi/Ny2DijJI4x+NMdtqgkA047mc1oeS6rNJcXM84wVMjZPrzWTh+ldJrlibKaWA/dDl1IHUHmudcYY109DgluKobocVaWJiBliv0qqpGea0IyJIxgc0xakToygYdjQiFgdzsDU7rwAzKPYmotqg/6xBn1amFw8ph/y0f86QxHjLMfxp7SRIOZY/zphmjx98fhSFqN2e5pjRkj7xp4ljY/fFOBQ9JE/FqB3Kjpsyc02Pv9aml+YHGD9DUEZzkDrmgZoRHEeDUhddg9aqwd8mp8ZFUSIW9qN/bFLinBQeuKABQW68U7GKMj1pd4Ax1zQAcDrTF+/jinHlqcqZoEywnA6VBcjcDinb5IyMgY+tDYaM+9NgiBBHweOgzk1LwBxg/SqwkCtjHSlaf0qSiyT8hyfwqk6Ek4FPM7EcGowxzyc0CRGN0bc8iravnpTGjDLx1qONirYx0oTGWsZFIFApF5p9MQgqWPHQVGOBUsQoQiO8yFUjg1UA3Hk1du1zDn0qlEc45pMCYKFFL070AY70h5bFAWHKOuaSYjYRipAABzVedscUCW5JZsBnI71YPGaqWhJJzVxhxVDe5TuGwhZRyORXoFoTJaxvnIdFOfXiuBnA2Ee1dfoMxl0a355VcfkaxmdVF6nRW7tyAeKs5OOSTVKzVvmGc1c2EjOT+FYdTsQvPpTSJCRjgCnBdvc/jSk5HH6VSExERi3zDdUqhQT8vPpmoy3PU4p4K9eadxco5pVXGF5oiZ2bOajYZOVNOj+UdwaaZLRPlgetO8zCcqfrUYLZyBmkR2Y4Ix+FK4coMW83oQfTNS5woAOPWmFCgHzFvXPWmlvwpXGkPMxHr+VQ7yXyTgU4k56jFNJAPIqri5bkQU55b9aAn+0PzpgZ88PB9CWH9KkXzcE/6Px/tn/CuexvcXBxwRTgMZyRUW+4xkeRn2kJH8qlSS4I5SD/v5j+lNCuSbV9cGnCPI7n8KYGnIGVhHPJ8wnj1xiqs+pWqSMtu0l7InJESbB9AWNPUluxbMRz0ao5IyV4BNSWdxb3UDXElveWkSOEkuZCskKsegJHNGrG60iQtJYG4tj0uYJlaMn0z2/GmrmbkmcB4+aa0e2m8jKSx7Nx7EVw/mO3JIr0rxbaTeINMjSK1kt3hbeGZwysPTiuGOhXkbEFV49+tbKSOacG3oZ4bHP50ouJgMJKVHoorWj8O37kbLVnOM4VgamTw7qmQBp8gqm0Z+zZg+W7n58465zzVi4QeVFFgFgM+9bq+HL9sowiQjqN4JH1FW7fwxcOMmSMP3zg5qHUS2NI0WzmYvKiBEgAPpipfMRkO3kdDgV1cng6WRSyruboCtYElnNbGWKdNsiMVI+laU5cxnODhuZcipjJVhn2qIeUegz9RVi6Vs/L0qCMAe9UQSLGR0jqSO1YksxHJ7VYjAIyRTt6qTzQlrcExohQAAZzS7FHVqQOoOc1GcseOc1QiYIh6tSFVB+9+VNETEUotmOeaAHqE5waCIx1bpTPszDGTUiW6h8k5oBiBSUDIalRii/NTZpgihEHbtVVmkfsaBD5JizZU8UK7nqaWO3duoqcKF4I5oGVWGRwKFUE4NW7gBEGBg1WjVi/NKw7jhEKcqKrZC9qlwAP8AGlUA8YpiIxTGUHjoakfCtxTdmaQiMbl9/pT1cNmkwRxTXHl8jvTC5LyamBO0VHDyuTUsjBYvSl1AimcGMgc+1U4/v1IpLE+tMXCzNwcijqVYs8YoUA80c+lPQHb2piEYgLnis928yQqOlWLlyAQDUcCADcR8xqQS0J4BsIq0SMVVQ4IqbORmqEyOcDaSK6DwlKRYSxHnZNx+Irn5eYzmtPwveRW8txFIzgPhhhCx469KykbUX7x3Nt95s4q0vfoPxrMttStN3Wbn/pg3+FX1uIGGcy/9+G/wrne56JNyByT9QaQcjqTUTXMOcDzT7+S3+FSC7jXACynPfyG/wpphYVQOn60/C5wDTPtkIHKTf9+G/wAKX7bDj7s/4QNT5hWFIwAeRSFmOADTGurfv9o/8B2pn2yHHyrcH/tg1FxFnEn8L4BqVSyEZbNUo7+AfeWf/vw1TDULT+7Pj/r3ahSAtGRTjJNNLRt3xUX26z4/14/7YNSG7siOs34wNRcLEhCj7pyfrURBYjrUcl1Z7gcy5/64P/hTftluhzvmx/1wb/CqEUQWPRhVqFm28jNU0RlGdpqRXVOrH6VFrll0vGO+33pPNTOCwPpVB5wSV9aQMMDAosS2aPnBckYI71tWOhWuveDtVNvbRC9hJKyIMSMRyAW7CuYClxnIUVq6Fql3p9zPb2sUlybhRi2jfb5jjoM/zqkjKrflJfBUWn3GlX2i619kiFwpMMaMWlUngkfQ81z1rdX/AIf1Ke1gl2tGxjlilXMcgH95enIqtc6GfC3i+C71HUhDOzG4jtbUEiNWP3Wbqevat3xH4c895dU8OtNNPDF5s8Ex3Gdc8lc+grSSRyxbNPR4NG17fHG39n3jcm1dsxMf9hu30rE1Tw/e2N69tKqJ6F+Mj29axtOvYZZP3m5JgP8AVnj64rp7fXpmhFveRpf2g6RzE7kH+w3UVlyI6IyaKllp8FmTIhUzkYL9Me2K0FmZVAkxg9xWjY6Haaz/AMgW/ErqSWt7kbZEH9R71SuLWawuWtbpNrp1FSzSMkxwZRlgiZPfaOaUspGNi59sVUIK/wCrbA/u0okQjDhkb1osWy1vwuBwO1cT40i/0y2lVApdCpI7kV1e/nh81geK4w2nwv3STr9RVU37xjWV0edyg78e9V3jZeVFWbg4bI9ajU5NdLOIZFK3KlgBVhYQRkmoZYuMqOaW3lJyCKEIn8tcdKcAB04oGPWlOKoBy048H1piU9xyKAA0nelHI6nNJznGKBAqL3HNSAAdhTR0pVfJxQBIuRVaVj5v41ZJ2oTmqZy7gmi4ImkYOgHekChUGQKeigdeRTZTuYAAY9qQbDsZHFOUbTSbSAO1NaRVIGaEBHI2XI96VRSHBORTwRQAjDucCoWBkyAKdNnAyePrSxEjB9adwsTxKFXb3qvdPyAG6GnvLtXjrVRiZG7UASwhjSSqRMD61NCuExSXQ5U+nFILjlPPNSk/KfQVDH97HapJ/ljyO4pjKEhLyYxwO9SJwKhIYDnvU6j5QTSQxRyashTtBqrnmraH5cUySKbG3ANT6BOYNcgOcCVTGSPfpVKYkvxTUYwvHKo+aNww596lo1g7M9Otph5n3zzjirfns42hzj2NZVtKgdJCPvYP51oox6heM1zSR3xZbG5QCpYZ96cssg5LMD9arLIScHA/GneYoPzNnioNEWfMdhw5/OkL57n8KgEqs3CZGOuarXkku3COVHtTSuJuxdkY7cgt+JqNC5YHJA+tU7eWTyWWVskHrVmJsqTmm9AV2ibLjo5/OlBk6GQ/nUbuNvDc/SkU7sEHJHekFicPIvJc0pkbs/NMUgcMwH1oYAjKstVoJi+ZKP4xSeYejOfzqNyAMk5NVmBJ+tUJkihuR3PWoHg29O/erQJBG5cj1X/Ckkz0PI9qzTsy2jPKe9L8+ParH2cluBgH1pRbDk8k1V0S4shzuAHpVmxl+zPcXqyeWbSEzF+4GcED/aOcCgQn6cVXvLV5LCYKshG9C2wcDGSC3tmqi1cwqpqJC4u/Fer6a2oqsNvO5hhlVC4Tuef4iOMnpUl1BFaAvNaT2+oxzhAbcbUEfQPuB4LEZPaksLJ7fU7e6tJLmO0WRdvntgBsfMTjgDNdJf689heTiS4GpLdIqOPLUQooPBXAy3fitmtTiu7HGeJbe4ttV+1XdzDd211J5XnxEAwzgdCR1BHf1qCCZoIwXYSxjjzFOSv1FdB4muYNV8OX802kJbWCiNY3iIDM+8Y+h5PSuV0ma3jnuLSEuRHI2PM64zWdRWOig3I63Sb1l2y20ixyY+V1ftW5/bDXMyDVYob2P7u4kiRR7MOtcikG1hLbyeTIOcgcH6itiO7KlVuEWNiMhlBINc7Z2KktzXuLGC5lzolwJcDLW8g2zAewP3vwrJkLSZWXdwcHIII+o7VIxB2v12kEFTj9e1XdY8Vw3Stc32lAxIAPMt2xJEO7NnhgPSmtTNpxZl+UU5jz9Kzda2zaZNG2VYLuXI6Ed61zc2swEun3X2u1cbkmVcBvbHqKhuY0uYSki4DZGcevFNOzFNXjoeV3cfpyKoI5Vh+talwSA8Z4dGKHjuDWYy7WrrODyLG8MP61EIdrbgaSJ/4TUoOKaBIFlKkKw/GpgQehqIBH607bjvQInXFKzYFQByMc1KRuWmAnmDNKZCTwKjA56VKoB7UCYmGJqaKPJqPIHc5qWNxkc00DEu8KmBVaJcnNTXbBj1qOE/KTUjQ922jmmohJzmnFdwFODBRTAQnapJNVcB2z2qWR9/FIq0ALt96VUG4EtTsqByKjB3PntQgH3KgquOlNBCR5NWGAaM+gFZskhZiuDS6gkSEFjmnxxYGTzSxrgCnCmOw5eDyfwpbhA0Zb0pvcVK2WjK8UCIbYhiD+FOuDvO3PGaggYrKynAGeKmYfKTSbApucyhcHFWAPlqAczCp+tCGxrCrERBjz3qEoSKdCeopiEkQnmoJSVic9wKvEfLzVG4GVYZ7Uikd5prCSwtHYE5jFbO/GB5ZwPfFc9os27R7TpnZjj1HFbKTbkGTiuae56FPZFozIoyI29/mBqvJcxpJlkkC9jjNACk/eFJjgEHPvUGosd/bMcK6g+rcVYKFsnIIP41W2r1KAn6UBwMBVK/SgdidYwi7WYntTkTaOtQrLOSRhAB3NOYyqhLOCQfurzmkA9mO35cUokYAAMOfSo2kVoxhCjdxnNRlnGAhpiuWmDPj5+KcE8vo34VVVpQOT37VMZWI2/wBKQD2PQHFRMy9Sc/SmkZPz5FJ+7B4fGO2KtEsuAHB5pArKCFkyPQ9qYGOOPzpQcfxZrE2Q/Yevmc/TNP56/wAX5A1Hu5p2WAznigoeCrHv78VcsXgLy2V5cSw2NyoExi6kqcgZ9O341T3DIzk/hQ5BB4PPqODSUrGc4c0bHUWmraJqWgy2dxEYruIMhjlUF17KD7Y7isC7SSMTxRWdnC9nbhftE7koeOids4NVbSGyvS2m6rGcspFjdh9kkT/3Sw6j0zWFrPhjSpNE82LW77VFgXcbUF28oE/MSemAfrXbCaaPKq03F2ZLYx6f4o8RWGkafI72TZmu3XJUyRAlU3YxgtzXPeHd7X19I8aht7buOhJrsfB93d6no9zp+kQwaf8AZkV3nKkNOo9/4frXJ6Ad9xqLDHMp4znue9RUNsOdNBywXaTn0NanlZj2h3K46Fhis+ytmkIlHAX061fy6Yw5P+9GK5mj0IlZrR4nLW0//bNz8v4VgeLruWLRZLXLRTXLCMhDkbepxXThpHBG5T9UxXHeMJw9zFiUKYn8gIvU8ZZvw4FOBFVmroZSHQLJZJUjCocAemauzXKIg+fcOxFclptzJGVSYrJDtwAefyHaumkCPErIQQRwAKfUTjoec6nMV1i72j5TITVKQ7jmtXxFAItYLhcLKgOPccVmYBjBNdkXdHmte8RJ96rKYPBFVQcPVl8qAwPFUiSYRDGRgUwqQaer7o84o4PWmIYuc1MpIXkVGBjoaCQOpoAd905zjNLu+brTPNUHgZo6igRKBk9c08fKM1XQsr5p5YtxRcBrguRUqjavSmKeTTs5FIY/PyUzAPJNLuwvSkVSTmmIAq0oxg04rt6j8Kids9DQAxpewpUY9aaFIb2oVsP04oRVi3k+WaooCZTV4fcJ9qpoMSUCRMoxSMAB0pw6UjdOBQIavBHNWAcriq4GTU5yFouBSfi4P1qyxHlYzzVSQ4lH1qw5BjPNILFaMZkNTr1qOFeMmpAMHpQMe2NpFNiIDU49Dmok+/TAuHoKqTjHSrgIzxVe4FIEbvh1y2lheuxyOtb8K70Py4xXL+GjmG5Q/wAMgP4V01sERiWLYI7GuWe530dUTMBtUEbj706MAPnYVPQEUpWJl++2M9D1ppRQBsVsepNRc6UiXDZ+VifeopGYZXOT7U9SiDcGPTkZ6UfumP38NSuNq5HA55yh47mpl57AfQ0BcLja5+opB8pzt/GlcLDgcAdRxSbxtAAJOO1KHOfuk03ec9CKaYrBmQYwpOf0p5lcfX2FIrZB+Y8daTvwzAn0oCxMryEjcc/hQd5PUflTVBA5YmnYPaqTJcR14ZYLNbmDDlXCSREevQg1Fb3aSELIpjcnoelXwGk3xoq72AC/Uciq+Y5PvxAg+vrWdzWJPtHbr9KcAOOuKr7ZUxt3FR/Ceo/GpFlDfKrgN3U1Nhk+MgYZj9O1PwTj7xOeuaiUELnd+VPDL/tA0rDQSQq4BeIEg5UkZrQ8Nx3D2N5pNoltE+SzPIpYujcDAHXB/nVEjI+8fxNT6ZqEml6pDexncIzh19VPWtIOzMK8FKLZX8L2uqaV4l+yavcWaRyn7ObaMABmH3Scf1rI8Q6Mnh/xlqtpEqLHMyTxgDHDDnj2NS+OLzRrrXptYg1AoiBPNSLjZKDwcnvj0zWRqGv3XirWIb82+2CKMW6SBi5bPI3t610Td1c4KN1OzNe1leNhh8IeuK0Mkn73Qc571lQIzL8oPXn2rSXG8AZJ+lcjTPTjtqQ6heNp9i84jLykhIU/vyHhR+dcJf20Da+9tbM03k/JNcPy0sx5dvoDwPpXQ6vqoE0+osd0FgTBajtJdN1Yf7gP5msHQUHmPKckZIB9T3NWtEZ3UpGkLZUZePujFacSDyYyOuKqMfm689KuoNsaBjyBUxZrLY5vxbbL9mhuQPmR9h+h/wDr1zO0CEY5rvNWhW7sJ4SM7lOPr2riJIysCjGGC812UpaWPLrq0rlKThulWocSQ4NVn6cmpLRuCPyrRGLFDeW5U8DPFT7cqDmkkQOuQOaZHJt+VutUIdtOetIYSTzmpuCARTs4xQBH5IVc46UgHcdKnYfIQKiQ0CuN388il2g8g04hc9OaZsBOTQA4Kyg+lAYtQCcUm/14oGP708EioDKoOc0xrkthV5oEWyTjJqMgFciq+6Vjg54p3z9s0BYlww6CoZchgcU4O4x1xQWDj5jQO45JQUx3pFHOaiaPByp4qSOXsaBkwPFITxigfSlJ4oJG5ANWCAY857VBgHvUyEGMigRnvxNj3qZ2GCO9RzqEkzihCHOaCiRQAvIpR1zSFj0pBnFADn+7TIxmQUrAkYpVj2AN6UAW89OKrT8ZHc1LG4dTzUNwdqj1FJoS3NLw037+5GM5ArrIRuYYGDXH+Gnzezrj/lmP5119u3zrj0rlqux6NBaF4BT1UH19KawYHCIcfXpUavwcJTtsnAxj6msTqHruPBxn3pWCE8qDQFkHHlj8qRtw6jFJjHgZ6c/Wh0DY4BqIyOOhB/CmeaR0yfr2o1Am28YHFBXHJaohKX4OOOvNLjJHIGPejUCfCsucDJpB8pFR5Y9COvrUoLZwCoouxCMQaDnsaGJyeQfeo/NGcb1z9aq5LRbywAIY7gQQR1BHStZLddbjknQRxaih+aEHAuBj7yj+97Vl5QMMk4PtSOI/lZWkDKc5HUH29KkbV9hwlK5BU4yVIbggjqKZIizr82VI/jHUVordW+pFY7yQRXRAVLxh8snoJP8A4qql1bzWdybeeExydcMflYeoPce4oBTvoV1meIqJiSp4D46/WrgKkA5GOxqEAOCMbQeoPem7HhGUf5O6/wCFBpexZH3uBmmsN+eOlNjcSPhXzTmwc84PuKnUNGjn9c0O01GZXl05HcgbpBKVJx04HH1PWpNO0URRxgxrHFFytvCdqZ9T3Y+5raGzHzgcd6A6NnYwx6iq5nszNU0ndDlYdAoGe1Zmr3E6LFY2beXe3jFIn/55qPvSH2AzVueeK1t5Li6cRwxjc756D/E1yup3NwmwSl49W1gLGqEc2lmTwvszdfpVR7k1JfZKsyNrE0dtpyuNKslMUcrdG5+Z/wDeY5rSGnC1iRrUfdX/AFZPT6VqBY7OxSxhjVLdAEAHt3+tQzTwIE3uo4pN62KhBRVzNW4lLKjRFfm/iH9a0y4bgDJpYLiAk5y6jgZFOke3YAImGPehIJMgkGV5U+9cdqcQS6kC/dJ4rtSkflNvJyeFArl9WtwtxkdxXRRepw4hHMyDtSwNhqfdIVY8VDH1rfqcvQvryKilUEZFSLnA9KUYzzVEoijk6Ke1WBzVaRTncvSpI5N3BoGWOMHmoEOHxT93B4pmPmBzzQIlCjJppHJxSg0q9aAGc9DSFAVJPapCvqabgeoxSGReWuPWnAKOi80rOq9qRXLdKAFy3pTSxyO1OdtoAzUZZiaYEueBzTSgJ6c0zDsalHy9etADDkdqYybunFTt0pnXtg0AMBdeuSKlVg1JyRyDimnjoMUAiU420+IccVAMnqasAAIOeooEyK4jUoSeoqpF3IGOatz4C43fWqjSBBhTQNEmCOc0gLAknmolbccmn+bg4CGgGiUOOuMUSykAgVHukbotJ5Tk5Y0CLFvkrnHFNuzhcVLbjCYFQXo4yDzSYXLvhlm/tCYjGDH/AFrtLEOxL/KFX6VxHhptuqFeMvEQM13VrGhiO1Qf90jNcdXc9HDu6LDMy8CVQeuMDkVGXYnJkIB6dKkMYAxsYD1fFAh7siZA7GskzqsyAOdxHmyYHHUU4vbqcM7bvxNK0OQWAXOelKYhncw59OtAakTycHb1PrUJkkBHG4elWHVjxt4PtTCkioQoBpk2IwSV3YK+oBoELMNxdzml8qV/vMVpCki4ByR6g0xokxhRjrQ24YAY89aREJQfvGU07ysDlyTnsKQ7DSZMnMYOKjdNxzsyas4bbwx57Gl2fvBgE9qOYXLc0trEfK/FIAwPJK475pm8kbdgz6+lIGYjHAA74oAR8BTlsq3VTnmrlrqSC3WzvlkuLEf6tgMSW/uhPb2qoXJPPQd6T+LcBn6iglxuaGoafLYIkwImtJAGiuwPlcH1A+6faqQmyR5iKDnjAz+NWdO1ebTJGaEh4HGJbWU5Rx9PWr0mjQ6hb3F/osxkt0G57Rv9bEe49x6UWuSpuLszIuIgwLo0kbnuOM0xJcjY3yv/ALXIqNHOM53Ke+cEfWldVeM569sCg1uuhKzOeMjH+yMc0gQAEklm92xVETPbnEpLDHUDmql94ng0+SN44UuI1bEjFTtz/dH+1T5WyJVFFFiS8s2jk1a/Im06xkxbW7f8v9yP/ZE7nua5nT7p9S8RT6zqLma5Zt5HZnPH4ADioNX1K58RahvSBIY8bYLeL7kK+n+J7mr1jp0dnb7eC3dvU1b0VjCN5O7NW5lknjCKNqDkGqa2oLctuNSCQhQgPHpVm3j5D7enTBqLHTckSLYgC9epxTud+DxUhBxkjFIqb3AXkk0yOo5I9zBeCfrWN4rRI7a08pcfMVJ9a6a3i8hcnhzWR4oh83Sg+05jcNnNXTfvGVaPus4S9UhRyc1SXPStG/GFBrP6E11M85bF2I7ogce1PPSobc/ugPepu1MBCM1EwKNuGMVLSFdwxTAcMEA0pIA4FRx+lSbctjtQAqqce1A6mkJx3pY+GJ7UCYuwnk9KZJtA4pZZiFwBUADOeTSEGN7YGasqvlxZPpUQUIRUzcxnFA2Vx85yalHAqJDg1OAPSmAw0tO+gqNzhuOKAHlTtOajzzmpySYs1VCbm5pDQ8yZXAFN2sw96kCgc1IBnmgLjIoyOTz7U+SQRryPpSORGMk1RlkMr4FDFuI7NK5xnFOWHHU1LGgVecUvU0xiAKvajcB2p2zg0mCOOKBoTeKGbg0h47UZHpQBNbt60Tx5BPtSRsM4qRhlTSZJTtJ2s7+3lA4V+foeK9FtpEV1BICt6CvN7lMqR+VdzpNx9o022lwSdmDj1HFctaOh24aVnY3iqg53H8B1o4BwFyfpTIZGdBknjipSW7EfWuTZnoDCcEgqAfQVESd2dw9sLzT/AJSTllLZ55pPk7HFNMdho5yD/KgKcdOtO+UjIYj6img/LwRkUCsBAU4P86RlGRtUHv1pQRjnaD7AmjywerNg+2KrcBoUH+E4o3KvIFDKF6Fj9TSqoPHSmAud4wNg+ppfMVCo3YPtTTGM5OKaIlLZ4z70aCL4tn28KD7c80hDYGAqj6cj86cFH+0xz6kcelNd4lkx9nzkYzmmRdCEh8KZG/4CR/SoyqhclWI9SaczbgGO2Pj0qPgMMHcT/e/wp2HcQqjvlZACO/U1Pb3V1Z3cdxbXDxXCfdYHr7EelRvI4UAoAcfxcE/hTioYY2DOOoOKCJamyxsvEBLoYNL1dsbw4xBcepB/hNZmtaZNoOqiznnikdow6MvAYH09cVVK5UK5O3H3jz+dTTSfbYYbfUc3kUJ3QuWxJAfVG6j6Hinp1Is1sc1rGt2n2Ka2inke8VgPLRMBh3O7oMVzX2q71BreJzHNFa8RQgYiT1+pPc11Nx4dsNu5kZgWLfexuJP8VNOkW65KAR/9cxitL2VkYuLb1KVkkNvvdF2u5yT0GT2A9BVjdlRkHHtSf2QFcn7WR/vcUosplOwHefUGoZtGyHRxiWRVXg/WtNFEYwvPqAaW10xkjGSA561cjtAn3sMfSkWQxo8pBVQffNXVRYVH7vn+8KRWUDaFCj2ppctJhTnHSkUiQfMR8xHt6Vn62gl0u4jUsTszz7Vcc55JOcelV74g2U2HHKEfpTjuZ1NUzzu6O5B9KoMuDV264Aqm3INdp5ZNAf3dTqAepqtADtIqwBTQhG4PtRuzjFOYAqc1HjH3fxoGKeGzUisByc1HuweVzS8k8YA96AFHzZpRkcU05IyDQrEcEUwEEecs1PHHSmtIF75ppdicAUCFkbg4qdAWhHuKriNmOTVqM/JigZTYbWqxngVFMpDE1IvKA0IByGo25Y08MBxSOOM0WEiRPudqr7gGI5qaDPNQ3K7ZQcdTSQ0SLkjOKduAGTSlgqDmqk02447UC6izzGTgDiiKHHzGljiBXJNTjaoIosO5GcE4pQoFM6yZqRvunFADS4wRTBk0AYpwFMBp+opMin4pu3NAAhw4q0eVquFwKsDOykgKkyc8/Wui8MyM2nGPoEkIGT681hTY/StDw3OqPcxnuQ6g/lWVRXRtQdpHYWjNuZWwQR69DUzysF6D8BVK2ZDMnHUEVaKrj5RyK42j1IsakrZ5Rivc4xUoKFid759MVDvCcY4zS+dnuPpU2KuT/wAJ5OPrTQ467vpUG/kgxl+55pA/BIUD2oSsFyfeCOGf3ANNLD6H61DvB7Zp26MAc8mqBj854y34UbiBmjIbB27fSlPQ4GcUWJuN8xeR1pDJj+HFRHOeTjNOVRjLDr70aBc0zgffcD0yxyaTejIQu7pjkDFKNLmDljeWxPrzQbS42bftVpj6nP8AKr0MVciJVsZPI6ADmmMoYEBNxA6D/PFS/YZei3NoSP8AbP8AhTv7PvGAKz2ePQuf8KA1Kiodxx1HYnJ/OpVQrJvEzN/skdKe+nXrbf8ASrMc9A//ANapTZ3QjA32rHpxKBn9KBXZFvkQYdFbNQyzSJHuWJioqS9kNnCXnMIB6sJdwXHc1xWo+Jru+DJYSeTbJw9045P+76fzq1BvUylVtsdBqGpWlnDm9nWF/wC71Y/hWJN4qibIt7OWUf3pXwKw7ezkun3QKWJ+9cT8kn2BrUh0mCMAzhpmHctgfkKvRIhc8hv/AAlFzuwLG0Ue+TirUHia4IBNpbH/AHSRWjp+nGd1VLNUX+9tH9a3k0+SKPakUX/jtQ5o19m2YUOvibIkhmi9Svzirq3NzJGZLSaOdR1VeGA+lXm0eObKyW8WccEMAaqP4eeMpNZ5ikHXLjj9aacWDjJEcesTMNkiocdSFwfxq5Ffh2+aIAHup5rO1GG5CBp7ZRdqCQ6n/WD/ABrLtNVSWQxxRztJ/FGF5qXDsCm1udcs8Um5Vcn/AHuKZOqrbtuUbSO4rHS5eYgfZLnIHQx//XqZryeFixt7lxt5DR/ypRWo5zumcXdjLsB2JqhjBxjir94xM8rYIyxOCOlU8knFdkdjzhUIFSBjiowhzTxkCqAfk4pm5u3SnZPdSacMdcYpAR7pByBSMJHbJyKlJUHrRu96BDWQiIY60zYxGQ1WowHBBA6VAd0XGOKABYVHJNSZUDpSIwK0rYFOwBngGpYuuagUk/hViIAU1uDILrrTE6CprhM81X3bW64pdRk4znpSsuQaBz1NJnHXrRcQsRxxTblAVB9KcoGTjrSycrikBWGX4J6U4RgDkUxfv8VOwynvQMQADv8AhSSNjpSLwaUgMcmmAigsM4p44GKaW2jApgJ3daABhhqVSc0kgIwaYufWkA8GlFN2mkz8poAfzmrCn5OKrLzxU6g4piGTD5SeKZpM4g1eAnGHOw596dNnYaobjHKj4+6waolqi4v3j0aBsTIpUDHfFWXdR16DqFqjaXMMgVwXZXUEEIavCCVxkRSY9dhrjejPVg9CIygqACQPSkM+0lcKcjqamMDA/wDHvLu/65mmPaY+ZoZjn0jNIq5GszjI+U04byPuLUq27IhHlTKCc4WNv8KTycDPlTHHYxt/hSGmMx83zBetBCKd2zcSeopTESufKn/4DE2KQLM3H2a5A9WjOaaRLkMZ2BJwR7HtR5m7GGIz6VJ5Mh+Rop/YiM0j27I2BDcFh/0zNOyJuMbIJPeo9shXlsc9qlKzMg3RTjtjyyPzo8nb1Scn2ialYtO50CqAM03bnpkU4kigt+7yMZPakOwwAEYJOBSOTjAJP6U13I6gUwtkEbhmgHYcHVWywxgcY5zUVw+223khSuSdx7UyQcHGCPbtXL+Jb2SaRNOifaZRulbP3UFaQj1OapUSVjI1TUTqkjuxK2ETY+XrK39abb2Zm2yXC+Wi/wCrgX7qD1Pv70+2txOyS7CII+LdPQf3vqa3LKyE75cEDqfpWkpdDGFO+rK8MLMRtXC/StrTLSKU7mjyFPU02MLu+7yeAK2EjjghCInXk896zep0xikhw2KCuMewHFI0cZUfIM56imhyM9qd8pHDHPpU2NECxITjB596TyIiSGyD6ZpQPelySOcE+9Fh2IpLRGUgAfnXIeJNHmtUOqWZPmxNmQKP4f731rtNyr1bJ9qrSHyz5q8gHlDyGHoaqLaepjUhc5fStS+32q3CtiRcCRfQ/wCFawk3Dhucetcxf2yeHfEC3MKsNLu8lAf4V/iU+6n9K2BJsbIbKMMq3qPWrcddDDyOc1LA1K5jHUNVA5Vqu64DHqhdTw6D8apMQwBrojsckldj9525ApA0h57Uitxipl4FMQwF+1IQ5GTUvWlbGOTQBEIsnk1IAPSozlulCox70xMsRff9qdPtGAaSBAjHcc1HdnDg54NMBobaCKUAv2pqjcM1KoNIY5VCgc5p6nkU09KAKaEx0mDVOfgjiroTJ9qrXYHQ0gQ5TlRigk5pqcoMGngc9aBjlwO3WkmOF9qXdtHWoWO7HvQIbF94nP6VOWGKaiAL3p4UkjtQMaCCaGIUUkjhB1FVgJJWJzxQA9n5pUGWBpPK55qRQFI5FAh0wGxaiHFPnYeWKjU7hmgY7OaTApR0ppGT1NADlIp6nBHOKYFAp4HPSgLit065qnKvOCOtXSvGQBVaYY6ik0OMtTuNAvDLo1oc/cXYw+lbsl3iPMcrrntv4rgfD8xNrPbhiu1wRzxjvXUREMiqP4RjNckoe9c9KnNNFlruVpCwkfjj75pvnvg7pJh9GNQgjO3H44qSUEJnqPelymgLOd+fOlx7sa0I7ppI/wDWt6EFqy1ZSSSlPjlXkkYNJoFIuO0oyS7Eeqk5ppuZ8Arcvx2JNV2uGRflPIqEO2S7ADPvRykuSLj3MzYV5WA74NR+bLyRO+PrVSSZdhGNxPf0qESMPU+1NRJ5kaHnyAYMzD8ahe5k3Y81zj0Y1TeVzxtIHvTRIQMY5p8o+c7A9SQMD0pjADoQM9jQMjjIU/7VBLKDkKR/eFZmw3ywRzzmjysL0FSISyqCw/KlZWweePWglsoTkLGxzg1wCbtSvJpieLuUopP8MKfe/PpXZ+IZWh0q4lB+7G3T1xxXN6dbrbxNkcRQJFn0JG5v51stInI1zSsTwKGnwq4UYwK3EVorKVwv3sLk9qyrVFwGxye9amXFiMkgF+/SoZqFrCZZ0Adc5zzxWqI9mAxDseuKzrB9t0o471osc/ecH9KRtHYYV4PJApI8DkKTUmB0wSfrSFZjwqAD1oGPVj/CMH3FDZIA6ke1IAQOo/GjMgHTntmgBpRzyE/MU3BKtnB4xxT28xh8zEVAY85O7b6ZFNEtmPr2nNfaRPCE6fvoyT9116/mOKxPD851DTTauMSW/wB0jrjtXSavcG00i6uV+d1TCg9MmuM8LyG2vXyQGkXBBP61p0OV25xPEYYPbu64ZcqayAx5rqvFkPnWazqBujYZ+neuT3DpWlN6HNUVpE8fPeps1UVtpzT2mDDBFaIztqSl+woCsxyelNiKEj1qxk9MUwBVCrxSrgdaOgpMUhEoIzntUVycp06Uoz0xT3XchHtVBYhgOUzmpQ3XmqsPylh6VYBGOBUjY7JoycdabmjGaaCxYjJ71UuiSetWVH+RVe4HNAIbGf3YFO5zTIvuDvUozjnGKAsJilVF4pPl7mmb1oCxOCAOlBcKuSeKrmUYwKY77kxzQFhrkythalGFUDOMURL8nTmnflQNgWPGeaN3P3aQnkU8UEoimH7snFJD/q84/CppFLRniq8LdVNBRLS03NFArDqAxzTetPIwoxQIeajmUYqQcimTdKGCLGg4/tJ06b4+PqK6+AkA8dO9cNpr7NXtjnGWK/mK7q3UvIV7gc+9c1TRndQY8KSc8mpAFPUE59TSfOPb8OKcOSFJ+as+p1Dfs/7ssG5H3e1QOfl6c1eVOpPPvnNMKKQRwaaYpIzuSQdxx6Z4p3Gec/nT2jwexHtQIySPlNUmZMbwPu0uCwzuFPEBJ4FP8pl6CpY0iPyUIJZuRUJHz4Ckj6Va8h2H3iAe2KUQbcARh/UscUcxSidEd5wHmDdgD1pvl4JxnHoKkDjjCDP05py5YnapGPUVmakHlsqj5j+IxTWb5SMsasmVcHdnGajkkj2/LuHHpQS7HOeJE3aJdYzyhrG0+RbiyMuCizOeO/QCuo1FPtmnTw43Eqelc14fRX05VYEFZGU1q/hOdJczLkYAUYPSriyp9h8s58zdkDNVAFVimPmBPU9qkQAEA5P41Jpcs2xAuEkLHr61rBwcjnHsKx0jHp+Ga14CkkattXJ4696lmsXoGRu+XJ7U8sMcox5pX28AnaevSo2ZiM7d304pjuSq2RgBR9TSPwM5VT7c1B8/V8ge3aoriZ0kEVtbNcTlciMHGB6k00rvQiU0tyyZGJ5bIXnpiqxuLN/m8+Lb1HPJrm9W1rVIoZbeTTREGG12RiWA+n+FM0pLa4tI4YWBGej88/TtWqps5Z4lLY09Ul32TqGBjJxXEXLtaausyjgEY9xXolroLShzdOtvYJGS83LLu7D1BNcNqaeVcv8AJlY2I34455rTktEwdTmmaEiz6rGY8Ahh0B6Vzk6BMKFA7H2retZmhicQttzzkda565yLiQbv4s1NMdUFQHv+dPESr6E1BupfMPqK0RkhSMNxViNiQOagLKRwOadFJg4pgyzQOtJk56UoxnOKbJF5z1qRenJpmPenR4ZsE0xFdwFYgd6VCRxmnXabHyKiBOKRS1Jt3HIoDjpTFUnvTtpB9aYbFhPujiqd0x347VcUkIciqEnzv+NISJA+0AKtJuLHoRSqMDrTwRQUR7WzQI2qT1oH1oAb5Yxk05YwT0GaDUiLxxQDYS/Ko7VXGWbg0+cnpTYhgZpXAftwRTgcGkpCRQIcWyDVRBtmJxVgdahdBncM0IESA5p1RxHIxT+1MYp60p6dabzSKTzQJk4+7UcppwPHNJJ93rQxIqo/lXEUv9x1P6138MitKCBnJyDmvP3HDc84rstMl821gfPBUVhUOqg9TbIyeTgj0NCFvmBNBCDnIGaQvtORgg1gd6HKAASrY9hSbkbuQc/dIwaerLtOf0oDK2D1qbjtcaqx54+U+pFSbQSARkU4PnjHFGcjGOKLiUUNKd9uPegx4HUmnLnHXIp2QetFykkQmM9Tx+NKFz12j3zUhUZyCAPSlC57Z96VwsaqggkHIppBLYMhX6GmKcYO1m44yKGct/COPSqsTcGUqcFiRSkDaOuO4zSbn6FRTSGx0BPXFMkjkWMKzIDyelYraV/ZmpywAb7a8QXFuQe44dfqK2GBJ3Mo59Kh1G5t49K3SMxmikLW6RjLs+OgHcEcH2q1qjFvldzFugY5RL5Z2fdY/wBackmQDjjtUqXEF3BHOj74ZF3c9AehB+lMaOOL/Vg+WOMf3TUx0LfcejjPLHOav2c6ISrAYY8e1Zm4Ac4A7UqTIvViPwotcFKx0BcEAZpWVCOWBIPQVStbqKaM5kII74609pYsHJ496k05lYkJZSRuA7kVVtRd3MszQTRlif8AV7vmI9vWh723RSofA9hXNauZLW4F7aM5jBydvVDWtJ2Zy19VodTLexzr9m1a1JK9JduHX/61Yt94fVZftdhNuHUSwnn8R0P0NLY+MkvUEV4VnOMAuMMtX2t4LgiXTLj5iwHlg4z9R3rq8zz7dyC58QQw+ELzTrtmW5coyvGh2OFOdp7ofzHvWRbaf9osDcXGYWnfeI3O5WXHGcdD9K07tY51K3iGGQ9JuxFc/d6bcafLutn2p1GOY2/Dt9RQ9RrfQVrcwsccoeD7Vz+pALdKy9GFbB1MxAi5iKP6dQfoa52eYvIf7u8sPUVnaz0NL3WooOaM5OKRead2HNUIXtTlO1sjrSAgClzmmwLKz+ZxjGKUluxqqPvdatJggZOTQJoUK3VjTl+U0cUdSMVRI65G6HnrVWDkc+tW2G6Mg1SjOyUr6mkNOxa6dKcKbRnFAySRtsWKphSzHFSu2aRDjNIEh2COKKUnJ6UlMA5pR1oHekBUUDTJB0xTxUasM8UrkqmcUxMgnf8AeU9Pu1Dyz+1TjgUrCAk9qOo6UDrTlIwcUARk80hweKRhhqQmlsUiP/VvUwYUzrSA4pgSEnFKBSbuKXoM0APU8UjnikDUjNxQKxXY/Nmum0Ny2nRDnCkrXMuvcV0HhyQmzdQTlZDnjpWNVaG9F+8dWEJVSRn5RyaFibPIotJVKEHecdOKnzvJOGPsTXLdnopaES8Zyce+KlAYHnBoWMliSox9aft78Y+tIqw0KQfvCl256nj0FPLKD6j2pm8NwcgigAAHo3HoKeBjrvI96QFDjJPHvT+gyB+tA0IV64Ax7mnAD2z7U043ZKkU9BGOdpz60hl0AkYzilC9QXUfiaNr8FV69e9JhhwRg+9W9TEVl3AfMCKQpgkllYduKayNtypU/U0FCVxkHjqKBELuuCoLZz0GKrzxJM0ZfeDG4dGDAFSPQipjFsI9/ajaFPPP4VSZElco3U1hbR4SFUaVyzLEMYJ6tVCVlT5ULFSOWz/StW7toZlOQQ2OGA6VltEbfOUG7PIPRh/jVWuZ8zWjK6KoX5HZgOzDpUcjryVJPstT+b5rEQIzH0x0+tMtBPDeSfZ1jeQ4IExxtPrVR7EVHZXRHHqt5BGUj02V1P8AE2RVdtXuOslhKBnGQ1dIz+IPLUzz2yqeQAwOapytfjBa3hl+YMccVq6aOf20kYTavExYPDMm3qSuaP7WtCrhWfuCGWtKVl8uRZtMZWcjlGGOKiMunt5oe0lXfIX2henGKXs0N1m9zmJ/skcvnwEY7pnn8Kmt9UtkZZILiSCVQeG5BrSu4NJmDAIyHj74xk96wb3T4VdntXUrngZp6ozb5jsrHxFZ39v5F0in5QqsewFNuo2hVmtZVeM8hCcj/wCtXn6SyQNkg5rStNQeVfLDFX7ZPWnzBy9S1qMqzoyvHtbuPQ1gOu1iMmr9y8m5ixOapOQRxSY4gh45p4INRoPl9808DiqQDqX0po4FKKGA8U6MkOKYTUsHXcaYXJ+etG456UZyaB1pkkoOR05qhMPLnzV5MVUvP9YKQbk5OVGPSm8+lCnMYI7UjH5eKYwY0KhHJPNA5IOOlKzZPFAXFJxTSxY8CjqaQjnigBCGI60qxnqTTsYzQDgZpIEPQc0kvAGTSryKZIc8HtTGMUZNSVGpx2p26gTHZGKA2DxTN1A5oBIcxyaicHaSKlwaa/TGaQxkbFl7UpFQplSQamAyM5pgHPrTweKYOnXmlFAxx9qMjvSdqDQIacdRWp4ekw1zHkjODWSQcdavaEc38qk9Y+3tWc9jSk/eOugkKShkYZBGcmtISxsSf0FYaLyTkAH1rZhEZiXYSeOc9q5ZHoU2SjBXPOPSk46YGaa3vk46UoJA+6ffioNh68c9KH+YAj+VJyRwpz701gy9iM0CHr6EU/BzgCoVOCck/jUwYkfLSY0OUFiCe1O5Gec+1N3EkZGaCTz8vFMTNQIQP9YPwHNJzjJJx2+WjcF+7nP0prSnGMkmqMxMDHJP5UhwMbd4x6GlEjEY2g/hUnmKoy0f5CgRDv5BZSce5NRyKvUI/wCIqyJUb7qkfhik3k9zTQblEn+9G3sKgubZJ02yBxx1FaDSEnHzD8aY25s/KQO1O9iJRTOVu7W6sdnko+3dzKp7e9Pl0xr+zEsN2VcOU67CRjJ5Nb8pwMMD+NUbqxhukKldu4EEDgHNaRkrmE6bsY0+i3EKIU1OeQqB/wAtRIoPp7VSb+0YGwLgN+lW7uO80+EQLpsRtg+7dbjkgDHOazzqNsD80ciN6FT/AEroumcbi76k32/Uo+WYOD60q6jPMMoykkelQpeWkoKmZVXGPvYP61IZbKOJfKdQoGMswpXJsNkuZZhtkiD/AIVhag0CSkorxkdR6VtfabcZIkQ454NYImzcSMoDAdyOtKTKiiuN0ig9fer1jpwvJs4K7edw9amSKG9ukW1+VGGWAHC+tdBa2qW8YVRgD9axvqdUY6GVcaTLKOGG7GMmnWegrEpa5y8h6YPArejUNk1KMdMAUc5apWOF1K2FtqDxqAFIDAVX8t8ZxW9r8I+2RS7eq4zWScjvW0dUc0laRWwehqRYicGmk/ManQ8YpksVYlyMjNSAKOgpuTmlzTFYOhpR0pvegnA5p3EyVDjpVa8++PpUsLZNRXYy4P4UMFuPiPyY9aUikiA2jmnd6BiZOPSk5pSSPem0AhwJpetMzTkPtQOwpbAPFRgkn2p7UxcjtQCJdwVaiJZjT88dKTtzQAgGBS9qMe1GeKAGnBo4WkOBSkgjFAEgPHFL9SKjFKZFU/eFAEE24MeaImyMGiWZGPDE/hUSMd2cEVNwLO0GlAx2qPeewP40u6THQCncCXHFIeKiKyMPmYLSpbGQ4VZHPuOKLoaTfQUvjOCKvaCjG+kkCkoE27h6+lRx6bcMQoi2k8ZzWzpemSWUTqW3bm3cDArObVjWnB3uzSVUIxwDWjbldpGT8uM1ShtmLAngZ9c1djjDgsjBW/iBP5VzM7YaEu7JPP0pcsSck00bMckZ/wB6lyuOAPzzUmlxM7Ry7Z+vFAdfUn86T9M+gpu07uM0BcnzgZAwfenrIy8AjNV8BcjaufWl3fhSsFyw0pBztLEdgKDI2MnA9iahyMZyR+NIDn3H0quUVzZMrgHhfzpocuvAGaaqAHG2MfU80vkLnPQVRkKAwOCSf90U4zKvdlPuMUCJevA/OhrdSOVB/Okxh5wPcGgyZA4FNWAKCdvNOKgfwEn60MYwLnnDfnQygckE++6lJA4CHP1qI4J5Uj2zTQmMlYEkCMEepNQZOcVMQAAdpqBzknaPpVWMmxVZ4zuVgMH1zVaazt7k/vwpb+8nBqcLKpOUXA5OaZ9ohxt2KPcVS8iGk9zJl8M2rsSsr7ccBkDYqqvhSNS+6SNgRgfuyMGugN1GowBuPuOKjF428YQYp3aFyIw38LxbB/pChsfwxmq//CKYBw0rE98AV16v5ignGPpSFRkhRge1LmLjTRzdrpT2S7IrfGep9aux2NwzgMMZrYwRjjNKvLc9RSNFGxnDTp1ONowe+aUaZIfvyhce3WtQOR1zSFmzyPxNQy0jndX0dWsZH8zdIi7l49K4pjk47HvXqM+11+ZeDweK8wul8m8lhA+4xGPxropyurHHXjZ3K5XBp8Zy2KUo23c1RoxDcVoc9yxkntRmm78AetLnHUgUAPBHeoXcseBQzZ6UBMUWESxBgOabdHgGnqOKbKpZeaAQ2I/KKdk7ulNUgDANKT3oKHZHOaTr3oGcnAox60wDIoGBRikxQA4kAUm7NIenJ4pPMXn19BSAWlH0ppYtwsZ+ppAsndgPoKBilT16fWmllH8QJ9qXyQT8xLH3NJ8iHC7R60XQBuyM4J+lIRIT0AqeOK4c4jhds9MIatJo+py8i3EY/vPU8yQ+VszTGWPzMcUGGPrgcdya6CLw3kf6TdPz2jStC38P6XHx5bSN6zmpdVFqjJnHcA4Vc/QZqzb2V9c/6i0kbnGSMD9a7qK3trbAhjtU+nWnm4VQA36EEVn7RvY1VA5KHw1qcozIIYv958mtCLwmn/Le6ZvVUAFbv2lSPlY0ecgPQkn0FQ5yLVGJnR+H7KIgrEDj+/yasmyRcAbVHsKsCZD/AAOaTcC3yxt/wI4oUmzTlSGR2kaEEDNTLH82QpP4UbXOMMB+NKYZlPzSDn3qWxocEKncwCjPemSBVww8sk++KlKlG4MbYHJ3ZoJGB8rHtjHWkWiINhvmUAnsGBxUgIHO5Bj1P+FOWQOCEjfuv40eW2MbRwM8nmkxiH5lyDke1IeOdp/E03zChGXXnsBzSFw+dqnHT56aRLH7sDGF/nScemTSFRjOevtgClOQRgDPemAuQPQcUhf5iMGlBYjIJx6dqjGd3XA+lMGy5/b+i99V0/Of+flP8aB4h0gKP+JnpxH/AF9pn+deEUVfIjl9s+x7qPEmkhv+QnYf+BKf409fE2jHj+1bEf8AbdP8a8Hop8iD2zPdm8SaMDj+1rI/9vCf40p8S6OvI1SxP/bwn+NeEUUuRB7Z9j3X/hJNIP8AzFNPz/18p/jTT4j0leRqdgf+3lP8a8Mop8onVb6HuD+IdIfrqdiP+3hP8aQa9o45Gq2P/gQn+NeIUU7C9oe3XGv6VPbsg1awQ+06cj86ojVdIEakanZFj1BmXj9a8foprQXOevnVdLkJA1SxX/t4T/Gn/wBp6Gu0rqloSB1NwnP6147RQHOe0prulKnOqWR/7eE/xoOu6VgkapZD/t4T/GvFqKVilVaPbI9c0ckZ1Wy/G4T/ABqQ6/o/QapYfX7Qn+NeH0UWK9u+x7f/AG/pJJ/4m1jx/wBPCf41fR0liWWOQOrgMrKchgehBrwGvePD1lM3hvS3AXm0iIG8f3BWclYunPmYsisTjmuC8Q2T22rtLsPlzDcv1716M1ncgDaqZ95RmsXX9HuJ7F5WVd0QLqd4OPUVVN2ZNaPMjgJGJTGKiCAVPMDj1461XJ+bmuhnF1HZ2mjINNI44pAcEZplEo9hTvwpq0/cvrTZLHLzxSlcoaiWZR0BaneawBxHx7nFK4WZEAA1SYBHNREs7ZDKB7AmrcGm3t4f3MFw4/2VwKXMkWovsRKFGeaRnQdCT9K14fB2tzdLHYPWSUVoR+AtU4EksYB/uEE/zqHUiV7KTOXyxHyqce9BWT+IqBXaReAypzM9zJ64IFXV8Kw2wDR6S0m7vK4Y/lmodZLYtUJdTzzbGSQCWPtk1at7C8mIENpM4P8AsY/nXokOmzQHEdikYA7KAal+z3f8MMmfTH/16l1+xqsMnucInhzVZBzDHEP9t+atReFJePtF7sHcJH/WuvEF3gj7NKD7rmo3gvs4FnMR7r/9eodaTNFh4oxYPC+npgyCSYjn52xn8qvQ6ZaQYEdrEvuBn+dW1tr1VAe3n+m2n/Zrn/n3lI/3annZoqcURfMAFUMoHGABSKxxgvz61N9lucZ+zz/ULTHs5Sx/0abPqAf5UXDlSI2jfPJ3A9wetRtDGD86Z+ozU4hu1JBtbgr67DSeRc5/49ZvoVoCxX8uAcCNc+uKesCJyqrj2qwLeY4P2Sf8VpDBKCf9FlB/65mgLELowUkp8vbBqPLjrGQe3Iqwts7MSlpMCepZSKU20q9bWQn/AHaYrIiy4AXynz/snNLtLYHluPqKseS+0brWUd+EzijZwcWtyT32oaGwsJApAIaIsQMjimyEhz+7YH6Zp3lMSB5d4i57KaaYpgTlbpuOAFpJAhg3LJxGCCvQrzTxNLw4jbA7qcY9sGhgy4LW13jHPynmmghsZtZQP9pDmgoczOyk5bk5OQKrmNXIIEgxzwSKlY3EjBY7aUY7mM801opgp3idj3XaeKYrkJBTGwAsR3GTTtzNglQeO9IFlC7vKkXsMIaXbIuN0T4PQbD/ADqkQ2G/HAXj3qTzE3Yx0HcVGW7iN+O20/4U7OcFlYDHTaSf5U7CTJF2OcBgKWRGC+tNCJkZJHfkEf0p2IeAZMfnSsO54fRRRWpxBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFe6aLcKvhvSh3FnEP/HBXhde1aLvPh7TfT7LFwf8AcFTJXN6G7L0kpdt2eR0FROCy/MAQeuTUg59KJVAg+XBPpUpI3tdHBalplza+dJ9mkEIkMasOc9+lZ32K9kHy2Uxx6LXoJBzuB5HAqVA2MMea05zn9hrc84NjqG4ZtJVz/sVImlX8jYW2kz9MV6CUQfePPpSblj54J9AKOdh7FHFR+GdSdsvBgeryCr9t4OmP+ungi9gCxrpDMzrhVJGeuKUGUdB+dJzZSox6mXF4StEGZ7iWQf7GFFWU0PTLflbRH/2pCSasmSQE7tv/AAE5phlYjABqW2ackV0LcDW0C4ihjT22irJuflBTj8eKxx5gGWqUSEDC5rNpstWRfMjE5zj8KA7ZyWPPvWf5+35QcE9eatjBAPWotYtWYFjvJLNn60Y3HIdifc0jZzgsR9DimkHBwQ3saVhkqqSvzjJHXmnKwAOJGXjsahSQfhikLZY/Nt9xzRYrQmEkgBHmtj2NO80YwOTjuTmq+5S23G7pg4xTwBjKkj60rCHjBG7ofZjQzMOjuD9aYQXBG3d7qcH8qU7V4bcvoG71SAC7Fv8AWNj3JpG3sf8AWD8zQxHGOaafYCgGhWVxhvmP0Y0xp1EbbmcEdtxpQQCMZz9acq4B4GT3IqiLEazr/wA9ZeeRyalWSToZGb/a3Gk3HgMOO1OyCpG7NAWE86TGA8h+jU+KWboC6j1LUzC4+8BTlzwAeKaCxYEsw6SMD6hqeJpyQDM5992KjUbsYOcCpEHzdB+PekMl3y44kb8WoE0oOfOYN7GkAIHKqfoKUKD0FMBPNk3Y8xjxnJNBnlGBvb60BSuTmjNMkBPJjid6USSAZ81z+NMACkMDz9aRjj0/OgQ9ppTgB2/OmefIuSXc496ZvwMg8+1SI42AEZLU7CGm4m6+Yyj0zTftUx6Ssaa0blvvdKaU+U7etUIcbmUtkzGl8+Vz8spqFYyXweBUwhCvn2oA/9k=",
"path": "000446.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
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000447
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Men Tshirts
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",
"path": "000447.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000448
|
Men Tshirts
|
{
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Iv9ZVElg0gpzdKaKktFq2P70Vfk61Qtv9atX3+8aRrHYhao6kfpTO1DGApeMUq/doPSgBB1pxpq9afQIbRRS1PUBrdKjHJ+vFStUQ7VSFI9t8Px+V4fsk/wCmIP6VpVX0gD+xrLgf6hf5CrgAx0FbLY43uR0VJgelGB6UxEdFSYHpRgelAEdFSYHpRgelAEdFSYHpRgelAEdFSYHpRgelAEdFSYHpRgelAEdFSYHpRgelAEdNf/Vv/un+VTYHpTXA8t+B90/yoA//2Q==",
"path": "000448.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000449
|
Men Tshirts
|
{
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",
"path": "000449.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000450
|
Men Tshirts
|
{
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",
"path": "000450.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000451
|
Men Tshirts
|
{
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",
"path": "000451.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000452
|
Men Tshirts
|
{
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",
"path": "000452.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000453
|
Men Tshirts
|
{
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QjZC9RwT1rzrV/g9f3BD2WuWzkFz5dxbtH95i2AVLDHzEdK9dphPNWm0QeCyfCDxYGJVdMfHdbwj+aVFbfDPx5pdyLixtxBMOkltqCIf5j9a9/wA0uad77iPIYIPilAQL/QrbVlHAM8kQkxx/y0Rg351vW0epyHbceHtY08nHzSIl1HnHIyjBwM9yDXoHB7U9FHXAqXFMdziDYX6qWFlNKv8AeiRjjjPKsAw/KqqyI7lFb516qQQw+oPIr0Pcc/eNQ3Npa3ybL22iuF7eYuSPoeoqHTQ7nCiniuguPCsfJ0+5eNjz5U+ZEx6A/eH5msS7s7zTgWvbdo4x/wAtk+eL6lh938QKhwsMbRTVYEZBGD0PanVICiloWlpiuKKcKaKcKAHCloFFMBO9KaTPNKaAG5pN1BpM0ALmjNHaikAZp1Np+KAPN6eKYOlSLSGOFPFIKeBQIUdKcBSClHWgY4CnjtTAacKQEgpwpgNOB5piHUUGpba1ubyYQ20JkkcEoocITg4Jyc7VU43Ng46AFjgC10QEXZiMYU/MSQAv1JwB+JrZ0zwxqGphJWH2a1J5kdTlh6qCAT9SK6jRfC1vpwiuboi5u0+62MRw+0anp/vHLnue1bbNnv8AnW0aa6iuYFv4Q0y2TBe5lm6GZnAbH+zx8v1GD700+C/DZmM82kQXczdZLxnnY/i7HjPOOlb1NPStFZCuyG1s7SxULZWlvaqO0ESp/IVK2WOWJJ9zmlFIaBCBsHpSllPekxk8cn0FJIvlJvkIRf7zkKPzNJjJFbB61IDmsG58U+H7N/LuPEOlQv8A3Wu0z+hpbXxd4dnfbD4g0uU9wt4n9TSsNHQZ6Vl65DA9qJWU+cGCowjd85I4OzlRnHzD7p5qjP428OwXdtb/ANqQyefN5HnRMHijkxkK7jhSegz1rolLL7EdjSKOAuTcxRJcC5kX7UVJSB1abAwCue7A/wAQX5s4GCed+w1BJz5CHa6AMxBB2E9Bx0bHbsOw6VU1PQZbqMmZo/tl8xR0RiI0GQ2FZcEA4+Y9ST7YqWxhkt45LNLdUMHSNV4Vf4cDv9f/AK2UKxYutMs7yYtc2i+YQMyqSjjHfeuD+eaonRnif/RtQkIGfluYw2PbcuCefY1eSVGOGOx+Bg9M9wefXH596mVmDD5GBHI5756f59KhwT3RUako7Mydmp24y0EM/GR5UwBI9cNg9Khku7qIHzLC8C4HKwkqfxGea22c7SA5H8XPfnPeiN1Xq6jHzL9Pb8e9ZOhFmqxEupzTaqoba6OB/ETEwx9Rj3ot9SQngSYPQCFif5V00k8qnEbtkKR97ODzj+v8qSW5uCBvZeDlvmxgY69c+9L6uivrD7GG0l1I2I7G6bI/55lQf++sU5bLU5WANskfAx50yj9FzWymAuVYcnbwM8/X/P60wM3dwFByZM4Hpj9PwyatUI9SHiJdDKm0Zyh826LEDmO3G3twC5zjnHIFZ9tbTNHZ2Om5jlkKz3MBwVQceUjDn5FUZbBzn1LGt29Sf7J5kUZiVsKjyNsJyeqrwcgZP4VJ4ctWga782QPKG2Er90KOgHrxgD2UD1J1jBLRGcpylqzX0+yj06xjtYmZggyzv96RjyzN7k5NTnrQzKqlmIVVGSScAAd+e1eReI/ibfNeyXmjXSxaXEHhtQ8Qb+0Jc4aTB5ESev8AEeOecaWJPXGOFqMGvDYvjH4lRAstnpUrf3jC68fg1WU+NOsqR5mjaY47hZJV/qapRZDaPa6WvH4vjdOP9d4bhP8A1zviP5oauR/G+xIHm+H74H/YuY2x+YFKzC6PVRSgntXl3/C7dM7aDqX4zRf41G3xvsQfl8PXhH/X1H/hRZj0PVaM15R/wvC1/wCheu/xu0/+JoHxwtsnPh25A9rxP/iadmLQ9ZDsO9WoWDADP1ryi1+NWjyHFzpGpW4/vI0cv6ZBrUX4veFFTeJ78kDOz7G2f54pNMpNHV6j4Ztrj95aYs5gP+Wajy2/3l6fiMGuWeOSCV4ZlCyxsVcA5AP1/EfnXR6Z420XU5ooUnaCaVgkcc42FnK7to7bsEHFJ4m0lrpPttspaeJfnjC5Miew/vDJx65K9+MpK5RzuaXNRo4dNwII9VOR68e3NKWxWWwEmacDUQanA0wJQaXNMBpQaBC5+alIph+9T6YDCKAKdmmigB2KMUUZoAXFOpmadmkB5utSA1CDUinIqbjJQaeDUQNOFFwJc0oNMU5NPAoAcKUGkzSjtQA8GnA80ylzjnPvQBYgie4uI4YlZ5HYKqIQGYnsM9CfXsAT0Xn0bSdMtfDmmPLPJEZtoNxcOwRFxnC5PRVBwAfr1Jrio9csvBWhvrV/GZrqZmjsrVWO+VujNzwFH3d2OgPXdXkHiPxVq3iq88/U7jdGGzFbJxFEOwVehPuck1004Eykke4ap8XPCljI6R3k9+ynBFnAWXPs5IU1ztx8cLFWxbaBeyD1luET9ADXi7MePajOQBnvW3Iupm59j11vjpIDhfDKEf7V8c/olVpfjlqJH7rw9Yof9u5kb+QFeU0Zo5UHOz02X42eIGz5Wl6Qmem5ZX/9mFZ0/wAXfGEo/d3NhB/1yslP/oRauDyTSg4o5ULmZ0tz4/8AF15nzvEV+F6bYmWIY/4CBWBdXVxev5l3PNcv3aeVpD+pNRE0CiyC7FRtnAAUf7IxQXBzuAP1HSjFNwaYrst2WoS2Tu0PllZE8uWKRN0cqn+Fl7j9R2Ir0/wf8RLqxSO0SOfUdNjQbrUkNeWg/wCmZOPPjH/fQGM+/k2KerFWBGQynKkcEEdweoNS1cpTsfUtrqll4nsIL/Qr+C48iQPySNp7q69VP1FQ2U0mm6tcpf3CkHG2R2ySDkjB9OCPqB6mvnyx8T3NtdpczrI9ygwt7bSmC6A93GRJ9HDfWvRNB8d2OpXNq+palDcalAGMD6ihtQykY2FlzHvHqQVbOcKRWbi0aJpnryi3uY1k2xyK3Icd/wAagk0m1ZCsZkjzx8r5B/OsTSNYtrS0mNwfIg8xmQGVZViXAPLoSoXngnHvitTStUOoLM7PCo34jhDjzEXA/wBYOoY9cYyM1Ix39kzRklJ4XGQQJYcHP1XrUDadfheTGxwPuSY5z15H+PStnBHVSPqKWgDF+x6gCP3S7R/CsoH4dOP/AK9PXTbo5BECZGDl8n36Dr+Na2aMZ4oAzxpfzAz3LuQMBYwEAHoDyaspDa22GEccZzt3Ocnn3NThWAzggeuK5fWdcsrm4l0mART3UYV2BbIjyRtIKg4JOQD2wfYEAXWPsMmssb5JrhorfEUMKM7hm7hV6MeeT/KptKEPh7RJ5dRn+zWsbmTfdSgmJOwZz1P5ntXN6x4kg0BbLUbcWoWdcS+dPgleVY79vzNkAD72TkYGM15h4n8WJrWqyXKNeahGrf6KdSC+XAMdVgUbSc93z9KpIG7HT+M/HC67b+WRNb+Hm5SEEx3GrY/WODI5bv2yenm17fzajdtcXBUsQFRY12pGg+6iD+FQOAP6k1DPNPd3DT3Esksz/ekkbcxx05P/AOodsUzHpWsY2MpSHcdqbQOKUCrIDPtQPpRQKAFPWikopAGaXJ9aSgdaAFFPDMpBBIORjHY9qZS5pisPluZTJGQ2CuCCBjBU8H6+/WvZfh78Tmup10fXXVdwzb3TNgDsEcn6gA/ga8Sl4dP93+tODciolFMtTaPpjX9K+ySfb7dcW7nMidNjE9R7ZyfqT61kZ45rkfhn41stM059J167c2t1deTB5zlliGwcEnkKTx6A4rsbu2Njey2pJIQ/KzdSvb68ECuWpGzN000NB6U4GoxUi1kBIOlOHSmjpTlqhCH71OJ4qMn5qUmmAE0ZppPNGaVwFzS5puaM0XAkGDTqi3U7PFFxnm46VKtRqDUoFSA5aetNAp/egBVqQU0CnUALTh2popwoAdV3TbNry8jiD+Wn3pJD0jUclvwAJ/AVSHPfHvUPi69/sHwAMfJf68TDFhuVteGY/U8L+NXCN2DOA8U+I/8AhIfEct6i7bCMCCyhIyI4F4QY9/vH1z7VjuxLHf19Rxj8KiTlvYenFB7e9di0Rg9WKOaPxFSQwvM0cMSNJLIwWNEG5nJ6AAdT7V0C/D7xiwDDwzqPPqij/wBmo5kHKzm88dqMV2Fv8MPGs+MaG8IPe4mjQf8AoVb+n/BLW5yDqGp2FmvcRBp2/ko/U0uZD5WeYYxQD7ivcIfghoyJ+/1nU5W77FjQfyNXIPgz4Wix5k2qzH/auVUf+OqKXOg5GeChc9KQsFPLKPqcV9HW/wAL/BtuB/xJVuD63M8kn/s1bdr4a0KxAFroemRY6bbVM/mRmj2g+Q+W4YpLkgW8ck59IkL/AMs1sWvg7xNeY+z+HtTcN0P2YqPzbAr6gjJiXbHhR/sjH8qQknkkk+5pc4+RHzza/CnxlcH5tMhth63N1GvH0Bate3+CmuyHM+q6XD7DzJD+gFe30UnNhyo8nt/gdHgG58RvnuILID9WY1eT4J6EoIm1fVJSemFiUf8AoJr0sUoHNLmY7I4K08GWvg/Rrn7FmeIyb2ilmI8wkbV/2VIOD8o/MCpYPD+nTXN2dVt2aZoxayyQIQzoOcbs7kAYNgLg46k12s9tDcRiOeMOgYNhvUcg1Umjntb97y3QOsqjzoyfvY79Cf8A9Z6ZzUlFXTtE0u3hjexlvtmONuo3BHHsXPftWwm+MYDSN3+eQsfzPNc5aTXOjwvLdq5i3AududwP8QCj5TkjIwexwAKuWeq31zZR3b2Swwuu4I+Vcc4wRnrx70Aza8x8jsD60xyZUZd/Q4IDEYPpwfpXMX+pTWuoG8t3jjtpoD9pkuHDRxmPG1xg+hI4GD8vHJNN028uJYbnyXADzEzTqM7zjB288EEEYI7deaANLU9B0OWB5dTsI54wPm+0GSQY+hYg1zFhb6ZBaX0VhbfYyZ/LtbW2Ro4kkI+9xgO2c7s5AwFHAJrSu4DJe2ken3XmSHJlSTc5yOVbB4A3EZB6jp79BYafHZI26Rp5mJLysOWJ/kP5980AZkXg7QVsGspNLt3hldZZ4stsllH8ZXOM5zVd/h34OcAHw5ZDHTZvX+TV0/Hakp3A5Nvhl4MZSP7EVSe63EoI/wDH6qT/AAm8IyjC219Dnr5V6/8A7Nmu3oppiPOZfgz4ffPlahq0PoN8b4/NRWfP8E4SP9F8RSj0E9op/VWFerGimpMlpHjEvwV1YA+TrWnPjpuhkTP86g/4U14j/wCf/Sf++pP/AImvbqXA9KfMw5UeHt8GfEQTK3+lMf7u+Rf121mT/CzxjC+F0yC4H963vIyP/Hipr6DYD0FCijmYuVHz0nwv8ZsMtowjH/TS7iH8mNNl+GXjOIZ/sNpB/wBMrmJv/ZhX0TQRT52HKj5zj+HHjKTgeHrkH/bliUfq9XIPhN4wlID2dnB7y3icfgua+gQBTqXOyuRHy54o8Lar4W1C2t9UjhDTRM8bQy71YBsHsOmRWMTzX0P498Cp4ya0ddQazurWN1iJjDxvuIJDdxyOorwjWtEv/D+qSadqUPlXCDII5V17Mrd1P/66uMrkSiZ8jt5Ijz8hfJXtnaRmvX/A+rT634VVJX8y70tlt5GY8tGf9UxPp1Qn/dPavHpziEH0YGul8Ba42jeJ7cPN5VtfKbOdmGVUPwjMO4D7fwJqaiTHB2PXlO7nBHOMHqPr/KpAcGoYpRcWqXao0ZMjQXMZ58q4RirKD3BIPJ6nB/iqQHPTpXG1qakwPFKDUWacDRcBSfmpTUefmqSncQh60lFFIApRSUooGFPHSmU4UAeege9PFRA1IDmkMkFOFNFOoAdSg02lBpAOzSg803ml6DmgC3ZW63t9b20h2wyP++bONkQ+Z2J7AKDz7iuA+IXigeKvFUtxBGY7C2QW9ohGMIDknHYk8+wxXSa9qQ07TGhB+e6VjJg8i3jPzj28yTYn0VvWvMWd5GLOdzsSWPqTyf1JrqpRsrmc30FXqeQOO9db4X+HmueK2SWCMWenEc3lypAYf7C9X+o4963fhP4Eg1+4k1rVoBLp1u+yCF/uzyjqT6qvp3P0r3ogLgLwAMADoB6D0q5T6AonLeFvh/ofhMCW1ia41DbhryfBk9wuOEH05966dlB7U4UHpWdyyNVA9qfjFIKd2oERmk708jNMIOaBMMZooopgHSkpTSZoAMUmaWk/EUALSg03I9aWgB2aUHimfjRuA/iFIBzqHUqehGKonR7VnBcO6r0iL4j/AO+Rgf09quBqXJoGUb7T2uJbLZjyYpSZkzgMpHcdwCM49celTwadb28jPEm0MqqUB+XgYGB68D8hVoKxGNjH/gJNGyQ/8s3/AO+TQAgUAYAx9OlJ3p3ly/8APOT/AL4NHlyf3G/KgBlGKXy5B1XH1IpoPGcr/wB9CmIXHvR+NICp43L/AN9ClA9CPzFABRS7W9OvuKXy5P7jflTENop3lyZ/1b/98mkKOvVGH1UigLCHmlXrTd1KM56UwH0UgbApOTSAeKcKYOtSDpSKIZP+PlP9w/zFYfinwjpni7Txb3yMsseTBcRYEkRPXGeoPdTx9Otbcp/0iP6H+Yp460IlnzP4y8Eap4RP+l7J7KRsQ3cX3WPXaw6q2O3fsa5iLDx4Y8EYNfVXinR49e8M6hpkgXNxAwjLDO2QDcp/AgfrXyjDuwCRgnqPQ1qtSGrHqvg/xtBL4jFpqR2WerW8UV4WbAF2q+X5g9BIAufQ4Pau6mglsrqW1nDeZGfvEYDr2YfUfrkV89lQeDwO+eMV7zoGry+JvAFtql3HP9t0/ML3Bjws6jAY/wC7gg59VNY1YdUaQlfQtZpQaYOCRTq5yg/jqWoh96pTTQhDSUNTaAHUopmaUGgY8UUZGKKQHnYBqRaYM8VIo9aBjxTu1ItPpAFApcUuKAAdakVWZgqkBj93d0Bx1PsOp9gaaOtZviRruPwrqE1rE7KTHbzygcRRyZyc/wC1tC98BiTjIqkruwNnMXhu/F2tPFo9tLcmdxDbRJy5hiA+Y54UEtuJ6ZJr0Pw38EYE2z+JbwzP1NnaNtQezP1b6DFdJ8I/DkGj+DINQKZvNSTzncjlYyTsUegxz9Wruh94103toiLdWQ2lnb2NrFa2kCQW8ShI44xhVUdABUj9ak4qKQ9alsYKaU8jFRK+Ko6j4g0bR8DVNXsbNiMhJp1Vj9F6/pSA0F4NLXF3nxX8G2oymqPdHpi2tXYH8WAH61zWpfHGzUMmk6LcSv2kvJVjUf8AAVyf1FOwXPWT2pJFZF3MpVR1ZhgD8TXzfq3xM8W6ozD+12soT0jslEI/765b9a5S4ubi9Yvd3E1w3rNK0h/UmrUGS5I+q7jWdKswTdarp8GOvmXUY/rmsS6+I3hC0JD6/ayMP4bdXlP/AI6uK+aQka8iNAf90U8nj29KfILmPe7n4yeFYjiFNTuSP7lsEB/FmFZdx8b7FeLXw/dv/wBdrpE/9BDV4xnjtRnp/OnyIXOz1WX44XzZMOgWSD0ku5GP6AVTl+NHiFyTDp2kRA9AUkf+bCvN8j1o3dqfKhc7O+k+L/iyT7sumR8/wWQ/qxqu/wAVfGchyuqxR+0dlEMfmDXEg07JxmjlQczOuf4neNJAAdfk/wCA28K/ySq7/EPxi5OfEl8P90ov8lrmAeOp/Ol6UcqDmZvv448VMefEmqj3FyR/Ko38X+JnHz+ItWP1u2rEo9fpT5ULmZqyeJNekHz67qjfW8k/xqOTW9YkXEmsai49GvJD/wCzVnZNGSRTsguy0dQvmHzaheN25uZP/iqiaRpOWmlY+rSMf61ETk9BzRkiiwrscQGGDkj3OabsT+6MfSl5/GjIznpSsF2GyMn7i5+lKFjH8K/hSZyMCgjFFguwwufuinqSucMy/RyP600Y78Z70EjPAwPTrRYLssJd3Uf+qvLlP92dx/WrsXiXXbcgw65qcZH928f/ABrK7elJk/WiwXZ1lr8RvF9rgJr9y4A6XCRyj/x5c/rWpF8X/FcQw/8AZkpx957PB/8AHWFcADSng0WQ+ZnoX/C4/FAPMGksP+vVv/i6vW3xq1RMfa9G0+Zc8mGWSI/ruFeXkkikPUE89ulHKh87PbLf416RIoNzo2pRH/pnJFIP5g1aX40+HCObHVwPUxRn/wBmrwkZ555pQfUmp5EPnZ9K+HfGOleLWlk0wXS/ZSFlS4i2EF+Rjkg/dNdIPWvGfgtd2sdxq9nJcRJdXBhaGJmw0gUPu2+uMjj3r2UHJqHo7Fbq42c4iOOvavE/GHwmvLO6a+8NxPd2s0mWsxjzISx/h/vJk9eqjrnFe2ycgfWpAxIx0xRzNbAjg/Bnwu0rRLaO51eGLUNSb5m3jdFCfRFPB/3jnPbFegbVaF4WQNEQEKnptIIIoXFBPzjHelvuUcLPbtZXlxaMS3kPtVj1ZcZU/l+oNIOa2vFVuVns70KMODAx5zn7y/8As3449axF+tYSVmMXo1PJqOnUhCE80m7mkam0gH0oNMzSigY7NOBx1plLnmgDglqQVGpqRTQMlFLTc0uaQDs4FHekzRmgB4+td54V0O11DwffxXce+PVPMilzzlBlBj6cn61wSk5woy3QD3rpfBvxF0ZPM0HUJorNrWVobW4dsRToGI5boGznrwetaUxM9Es7KLTtNtrK3BENtCkMYPXaoAH8qBw2KlEqsqkMCjjKsDkEeo9ajkXDZ6GtRDjUM3SpQeK8y8b/ABXsdE82w0VY9Q1Jco8mcwQH3I++w9Bx6mla4aHR+JPF+j+E7QTapcESSDMNtEN0s30XsP8AaPFfP3ivxH/wlXiCbWRai2EyLGsYbcQqDaMtgZJrndU1O91XUZ76/upLm6mOZJZDkn29gPQcU63ObZfZmH61ooWIbvsSMx/D0NKG47Yph7/WlA+tWSP3ZGM03OOKdim9/emAvtSdqD9eSaXp2piFHaikwc+wp2Djpj60AAwCMjI+tB+Yk0mD2FOA9aBAODSg+1N7nnFIZYwT+8T/AL6FAD+PrR2xyTTPNi4/ep/30KFdCeGBPtzQOzHD86Xv0pRHISNsUp+kbH+QqQWly3K2tz+ED/4UBZkWD+NHTFWF0++PTT71vpayH/2Wp49F1aXIj0jUnPtZSf8AxNF0FmUM/hSj0yAK2E8JeJJCAnh3VmP/AF6OP5irKeA/Fz8L4a1PpnmIL/M0nJBZnPZ4o9zXUx/Dfxi3/Mv3Ix/ekiH83qdPhd4zk/5gwX/eu4R+H3qOZBys4/oaXJJ5/OuzPwp8Z8f8SuD/AMDYv/iqePhN4wPJsrNfY3yUcyDlZxPpSda7j/hUvi//AJ9LH/wOSmn4UeMV6afatj+7ex/40cyDlZxX40dDmuxk+FnjRCCNHR/9y6hOP/HqqTfD3xhCBu8OXrdv3ex/5MaLoOVnM0cita48LeIbQ4uNA1SIeptHI/QGqMtjeQj97Y3cY/2raRf5ii6FZlf3pGPvSM6x/fbYf9rg/rScYzkEeueKYWHDPGTnPpSnj/61N785px4GaAI5GKtCVJBDEggkEHjBHvXqvg74uT2Sx2fiXzLmBQFW9X5pUH+2v8YH94c/WvJ5yN8Y+v8ASp0Y47/hUtJlJ2PrOG5gvLeG4tZ45oJlDxyxsGV1PcEVZFcB8JLC7s/BUb3MjeXcztcW8TD/AFcZAGR7MQW//XXfLWTNESLQ33gKA1GCzcZ/DtSGQatZ/wBoaXPbrgS43xE84deR+vH41xMTiSJXHRgCB6e1bOsfETwxoE4iudSWa4Bw0NopmZf97bwPxOao6pCtvq1ykZ/dyN5ycf3uo/Bs/nUTQyuDSk0wdacayENakpTSUDAUvekpwoAO1OpAKWgDz9c5qUdahBNSp0oKJVNOpopakQtKDSClFMBwl+zrJPgfuUaTn1VSR+oFeT3Eu5j3BGDnv9a9F8Q3LWnh27despjh+uWyR+SHpXmcneuijHS5nJ2N7w74217wvIP7MvmWAnLWsw8yFvqp6fUYr2zwl8V9I18fZNQUaXfKhfEsgMLgcna56eu08/Wvm5jxingiSMo4z9a1cRKTPXfHHxeN+k2keHGeO3f5JdQOQ7qeojHVR/tHk9gOteUSbQgC4wOABUKnLdec4Pr9amIynSny2E3cz5OGq5aHNoPZ2/pVScEFq1dC0vUNVjaLT9PuruTfyLeFpMcA84HFAiHGacqntXaWHwn8Y3yhn02OzU97y4VD+Qyf0rq9L+BshZDq+uIF43RWURJP/A34/ELQ5JD5WeREhVySMdM1taZ4R8RayofT9Dvp4z0k8rYn/fTYBr6D0TwL4b8PlZLHTImuB/y8XB86T824H4AV0bfNyxJI9annKUe58+W3wd8WTEecmnWgxz5t2GI/BAa17X4HX7Afa/EFlH7QWzyH8yVr2k0lLnY+VHltt8EdKjH+k65qEp7iKKOP+e6tSH4P+E41Ak/tOY+r3eM/98qK73k0YpczCyOQi+F3guFQP7FMh9ZbqVv/AGarcXgHwhB9zw3p5/31Zv5k10mKSi7AxV8H+GEO5PDulKfa1U/zFW49E0iFQsek6coHQC0j4/8AHav0YouBXSytIz+7srSP3S3QfyFTLlBhAqj0CgU6jIHemA4TSgY8x/zpRPL/AM9H/wC+jTMjNJxUgP8AOm/56v8ATeaPMlY4Mjn6uabijj0oGLz/AHj+dNAX+6KdmjFACYHoKMD+6KXFJzQIPwoHHbFFGaAFoxRRmgAK59KQAegpc0UwFBZPusV/3TinrNJ/z0f8WNR5oFABMqzqVnRJlPaVAw/Iiua1HwF4U1V2kudDt0kI5ktiYG/8cIB/KulNM70XEzz24+DHh2U5tr7VLY/9dEkH/jy5/Ws24+B8ZH+jeInB7efZj+asK9ZSncfhT5mNJHy74x8IXnhDV7WzvLi3uBNC0kUkG4DAbByD0OfrWh4E8HzeLdW2OjJplswN5N0yOvlqf7zfoOa7X4geGrzxf8TdO021Jjih05GubgjIgQyPz7k4wB3PtXottZ6Z4V8MmC3EdpYWsRZnkfgD+J3buT3P5dhVX0JsrmhbIiRqkSKkagKiKMBVHAA9gAB+FWNwAJJAwMkk4AHvXlWq/GnS7PdDo2nz37rwJpz5MR98csf0rzrxJ8QPEXiZGgvLsQ2bHP2S1Xy4z/vckt+Jx7VPK2O6PU/Enxf03TJpLTRohqVwhKtMW2wKw7Ajl/wwPevL9c8b+IvEIZL7U5Bbt/y72w8mL8QvJ/EmuXi4GAMAdKlFWokuTJEACbVCgDkAAYB9a+hrK6bWfBGlam4k8+KBRNuHOOFbPv8Adb8O1fPAbnivYfhVqUcvheXTmKsbe927XBOyOUZB68AsCp7DNRVWlxwZvj71ONN8ryZGj3bwnAfruXqpz3yCP1pSa5ixD1ozSE0maQx2aM03NGeKAHg0uaZS5oA4FRUq1CDUqGgomFLTM0uaQhw6U4UwGh2KxsVXc2DtA7nsPzouFjl/G92CbOwU8opuJP8AgXCj8gT+NcY/fIxXt/ij4Nahe3H9oaZqUMk7RoJbe7BVdwUA7XHbjoRXnGrfDvxdpW5rnQbp4+pktsTJ/wCOkn9K64NJWMpJnIMeacnDAg8HikuEe2lMU6PFKOCkilGH4HmkGQBxV3JsS42vkVOOUJByDz+FRMPSnxtg4JwKLjK9wg69a94+A1vc2/hLUJJoWjhuLwPA548xQu1iPYEY/OuC8IfDPVPFksdxcJJZaR1a4dcNKO4iU8n/AHjwPevf9Jt4LKRrK2iEVvbwRxwxr0RBkAf5781EmVFWNBVx/hTqU0lQWITijORQ1NoEw7UmaX6mkpgGabmnGm/lQIKKKMigAoIpCR6j86TcPUfnQAuPejA74/Oj8/yp2yRuiOR7A0ANwPWkp/lS/wDPGT/vg0CKX/nhJ/3waAGinUeVL/zyk/74NKIpcf6qT/vk0DG5pcj1oKOOqkfXioZLmCL/AFlzbx/78yL/ADNAE1FZ0uvaNBkS61pqH/au4+P/AB6qT+NPCkRPmeJdJBHBH2kH+VAG7jil59q5lviF4OTr4ksCP9ksf5LUZ+JPg0HnxDb/APAYpT/7JTsxHVc98UVyv/CyvBeP+Rhg/wC/Ev8A8RQPiV4MPTxBD+MMo/8AZKLMLnVYo61y4+I/g0j/AJGK0/FJB/7LViLx14RkXKeJdL56bptp/UUAb/Sl69KzIvEOh3Dfudb0189ALuPn9avxSRyrmGaKQeqSK38jQBIQajJO6pTHKB/q3+u01BnLUCJ096ec96jU8dacx+U5pDRyWv8AjTw74Wv51v7j/TZAhNvbR+ZMyhfl3DICjBOMnua8p8dfFC48Uad/ZdjaPZWDsGm8yQPJNtOQDjgLnB4zkis74my+b8S9cIbcEkjiHsBEn9Sa4/O9ietaRj1Ikx4PSlbrSAYoPNWSSR9DUgOajj6VKBzQIcM11/w/ulW/1XTt8qS3+nyLBsx/rYwZFz3z8vHPrXP6Roup65c+RpVhcXkgOGEK5Cf7zdF/E16p4Q+E+p6ZrFhq2papBbS20gcQW6+aTwQQWOAMg84B+tTJq1iop3udDFeDV9KsNYVdvnwIXTuu7kA+hDbh9CtRk8V0Oi+D9M0nRZ9ItTcmIl8NLOWKszZJA6D5gDwK5w7wSsgAkRijgdNwOD+orllGxsJRRSVAC0UlLQAuaM0lFIZwIPOakU81CvWpUpgTg06o1OaeKQDq1fDtr9s8SaZBgEG4Dtn0QFz/ACrLFdV4AtjP4naY/dtrZm/4ExCj9N1OCuwZ6cSSvPeoydpyMj6VK1QydK3EZ1/Z2moRmO+s7a7Q/wAM8Kv/ADBrj9U+EnhDVFdorB9OmbnzLKQqAf8AcOVP5V2zck09BgUXA+Y/Gngi/wDBt9HFM63FpNkW9yi4D9yCP4WHcZ6cj25fGeGyK+sPEvh2z8UaFPpd6CEk+aOVRlopB911z3H6gkV86+JPh/4i8MSu1zYtcWS8i8tEMkePfHKfQ/nVp33Ja7Htnw18YjxV4fEN1IDqtiojuR/z0XosgHoehHYg+1dNACmqyA/xw/yYf418weFvENz4Y1611e1+cI22SMHiWM/eT8R+oFfTdpdwX89lqFpKJLW6gZ4pB3UgEH9KiS1GjRajNR3M8NpEZbqaK3jHV5nCL+ZNclqXxR8Iac5QaqbyQfwWURm/8e4X9aaGdexqK4nhs4TNdTRW8Q/5aTOEX8zivGtd+NN9dK0OhWH2FP8An4ucSy/8BUfKp+u6vNNQvrvVLo3Oo3U13Oeslw5c/rwPwqlFk3SPom++JXg6xJD67FOw/htI2m/UDH61gXXxr8ORAi2sNWuG7ZSOIH82J/SvC927PJ5ppwB2quUlyPYZ/jjH/wAu/h2T6zX2P0VKoXHxt1eRT9n0XToT2Msskn+FeWE4z7UucninyonmZ6FN8Y/FTsSg0uL2Wzz+pY1Vf4s+M3B26lbRg8fu7KIY/MGuHz0Jzjvige/WjlQczOub4leMpCc+Ibpc9PLjiX+S1Wbx94uckt4l1PJ54mC/yFc3uJpM8U7IOZm6/jHxNJzJ4j1Yt7Xbj+tV5fEWtz8za3qbn/avZP8AGssnngUdDxRoF2Xzq2pHn+0r/wDG7kP/ALNTRq2pdtTvwP8Ar7k/+Kqnk/8A66Tj1NAXZf8A7X1TGP7V1E/9vkv/AMVULX13L/rL27k/3rhz/WqwG7rSl2kZndizsSST1J9aLBdj3be3zMzD0ZyaYI4x/wAs4zj1UUY70tGgm2A8sDAjUfhTw5zgnpTM+/FLk84//XQDH7znqT+NG/1J60zn15oz15x9aYDtx9aXeeuT16U3vSDGB06UAP3HuzUhY+9ID15ppPQHigBSFPOxSfdRRsQEYjQe4GKbnjinA4P/ANaiwFu31O/smD2t/eQsOhiuHX+Rrq9L+K/inTV8ua4g1FB0F7Hl/pvXBP45riCajZvmpNAmex2nxxU4W98OMD3a2vP6Mv8AWtqz+Mvhi5wtzb6paFv4ngWRR+KMT+leCKe9OA5GPWp5UXzGh4r1GLVPFus38EnmwXN5I0TgYymcA47cCspQFXGKiUgvvJwgyBk+9dHo/gzxHroVtP0e6eE/8t5V8qLH+82P0zVppEvUwwpobCjJIA7n0r1fSPglfS7W1fWLe2U9Y7SMyt/302APyNeg6F8OvDPh50mt9PFxdp0ubw+awPqq42qfoKlz7DUbnivh34c+JdfCTQWQtbZuRcXpMaMPYY3N+Ar1HQ/g5oVhtk1aWbVZhyUOYoQf90HLfia9EyW5JJP1pwqHJl8qI7SztrG0S1s7eK3t0GFiiQKo/AVKwyp+lOFKaQwV9t0zD7pIP51yfiSz+yay0i/6u7XzR/vjCt+Y2n866gE7+tU/ENmb7RzImTNanzkAx82Adw/EE/pSmroEzjaTFLxgEHIPIornGJilooFABRTttJigDz6nqeaiBqRaCiYGpFOaiBp4NICUYrvPhrCTLqlyfu4iiH1+Zj+hFcCDWhpXxFh8E3n2G6sXubW7UXDvCwEkbfcHB4YELnrkVdNe8JntZ61DKcCuY0r4meEdZZUh1iG3mbpFeAwtn0+bg/ga6MkXMIeFlljPIaM7gfxFbEkI5NSg8VCMqcEYPuKkBqRj6YCVJwSKWmvxzSA888dfDCy15H1DRoYLPVh8xVRsjufZscKx7N+dcH4c8Ratonh7X/C00lxYaha273mn7vkkhdSDKgz2ZckY4+9g17/msPxR4a07xLprw3lqj3KRsLa4xiSF8HaVb0zjjpVJrqLY+ZLy6n1CYzXlxPdSn/lpcSNI35kn9KgLHOD0pOQAWXa2OVHY9xRjJ/kK1iZtu4uSB7UjHFPKgD1pCmT0P1qhEZJ9aT8KUgcgGkweaACil/Ck60xAelGc9eaQ9cZpwHGffFACcUvccUBTnHv6U7bhR1zmkMbzS9KCMdePrSFlXJZ1A9yKBC+gpP1pvmRA/wCtj7fxijzYu00Z/wCBCi4WY4Y70oAPHaoxLFnmVP8AvsU9XjbpIv8A30KYC478UopVUnG3cc+impks7qQHbaXL4/uwOf6Uh8rIMZzyaUCtGPQNZm/1Wjak4PTbZyc/pVpPBvieVcp4c1c/9ujj+YpXQ7MxMcYoxXSr8PvGDsAPDeoDP95VA/Vqtp8L/GjgH+w2TI/juYR/7PxTuLlZx/qMmlIrtV+E/jE8nT7Ze3zXsf8AQ07/AIVL4w72dkP+31KLoOVnDZHrScdK7g/Cbxhn/jzsz9L5KpT/AAz8ZwYJ0KSUHoYZ4n/k1F0FmcrjNHNb0ngfxXEWEnhvVRgZJW2LD8xkVTl8P61bgmbRdTjA5JazkGP0ouFmZpqE/fNWJopICRNFLDgZPmxlMfmBVc/fPXrTuKw9ehrQ0ex/tPXNP0/JH2m6ihJXqAzAEj8M1QUYBNdX8Obf7R8QdGH/ADylef8A74Rm/nipew1ue2+H/A/hrQAGsdKhaZelzc/vpD+LcD8AK6V8s2SxP1OaitP9SOvHHIqYjmsyxVFSY4pgqSkykA4paSloAUZBp55FM57Vi634x0Hw5ldU1OCKbHECZkl/74XJH40AzYbhqs27jDKRlT2xXjes/G6H5otE0h3boJ75tqj38teT+JFcBd/EHxNd6pBfXmqTzJBKsv2RP3cLAEEqUXGQRkc561fK7EppaHsd1afYb24tB92KTCc5+QjK8/Qj8jUNRWcqTWUKxzPKsOEjdgMvA4Dwt7/KdueMkdKlrmluWFKKSipAdnjFL0ptLg5pMZ5wM1IKhU1IDTGTKaeDUSnBqQGkIkyQM1xHi2bfr0wGcRJHCPwUE/qxruIx5jqn94gfnXnGsXAu9XvrgAYkuHI47A4H6AVrRWpM3oZ7MCMdvQikhvLi0cta3M9u3rDIyH/x0ihqgbHNdOhlc6bTviN4v03aIPEF5Igx8lywmU4/3ga7XR/jtqkJVNW0i1uk6NJakwyH8Dlf5V5ADUimk4opSZ9PaN8U/COrhEOp/YZjgeVfr5XPoG5U/nXYJJHPB50MiSxEcSRsGU/iOK+NAxHc81oaPruo6Ddpc6TfTWcy4/1TYVv95fukfUVDgPmPrsHGQe3alyQMjqDkVwvw78exeMLN4blYodXtlzNFGMLKnTzEHb0I7H2ruQazasUtT5e8X6Z/ZPjDWbBVxHFdSFP91vnX9GFYwTYxG5SPVe9ej/GTTPsviq31EYCXtoNxPTfGdh/8dK1yejeFNd8QEf2ZpdxNFnmdl8uIeh3tgflmtk9CGtTGxgYxyOvsaQ9RktycDuSfpXrmj/BTIWTXNX2j/nhYJz9DIw/ktehaJ4R8P+G/m0vTIYpun2iT95Kf+Btk/lijmDl7ngOm/D7xVrCrJbaLcrC3ImucQoR7b8E/lXSWnwS8QS4a61HS7UHsrPMw/IAfrXuzEtyck+p5pp6VPMyuVHktv8DbQH/S/EVy3/XC0Vc/TcTWjH8FvDSAebf6vMe/7yNQf/Ha9HNIRxmjmYWOCT4PeEUxu/tRzjqbvH8hUkfwk8Hxn/j0vX/3r1/6YrtzR3ouFkcgvws8FrtP9kSt67r2Y5/8eqynw48GoMDw7ZsP9tpG/m1dPyaOfUUm2Mw4fBHhSAHy/DWlAkY+a33fzJq5D4f0WDmHRNLjPqtnH/hWl+VLz6mjUCt9jtVGBaWy/S3Qf0o+z24H/HtbY/64J/hVg5xTMH0zQAz7NB1+z24PtCn+FOWOMA4ihGeoEajP6U7A20YwfagV2O3N6478cU/zZf8AnpJ/30ai4J70oFAx5dz1kb/vo00nPVs0UZP0oATj1oxzxTqMA0AIOOcml4Jox70YoAa2PeoyOc4qRsYqPPNAiVR3/pTwzqOHcfRqauMDmn4HrQMjlcujLId4xyHG4frXFXvwy8JamzSyaY1rNIdzPZztECT1+Xlf0rs5fuN9KiiPAGKaZPU80vPghpknNhrl9AewniSUfptNP8KfDW98I+Jjqdxe2l3ai3lhQxB0fe2MEq3GMBuhNeoBaqai3+oXuWJ/T/69HMwsTWv+pNSnrSWybYRRIyxo0rsqRr953YKo+pPFJDsPFSdq4rVvij4T0gsn9oG/mXIMdinmDPu5wo/OuF1n426nc7o9G02CxU9Jrg+dJ9QvCj9afK2F7Htc88VrC01xKkMKjLSSMFUfieK4jWfi54Z0vfHZyy6rOOgtBiMH3kbj8s14Pqmsalrlx5+rX1xeSZyDO+4D6L0H4CqZYkH86tQ7kuZ2viL4o+I9e3wRTjTLRuDDZsQzD0aT7x/DArjN3U9z1OOv19aip4qkrENti9801jgk9+1GeetB5FUI9S8A6l9q0uxh/eFo3bSZtuThHzNBIR22sGGfQAe1dgMkAkYJ6j0PpXkngC8jTxGdMuWAt9VQW+SfuSg7oXHoQwx/wKvXjKs6RXSNuW5TzC2CPnB2vwe+4Z/4FXJVWpvF3Q2lHSkxTh0rEsKXHNFKKBHmgqQdKjWnimMkFPBqMGnA0ASpL5GZ2xthVpTn/ZBb+leXOSwGckkZOf5V7P4Z0WHxDra6bdBzaSwTeeEOGKbdvB7csPyqrrvwH1SJnfRNVt7qPqsd2DHJ9NwBU/kK2paIzkmzx01C45Nddqfw68Y6VuM/h+8dR/HAomXHrlCf5Vy11DLbPsuIpYXHG2VChH4GtkyLFVTzUi1GNpPysD9DT19xTbEPPrQDQfu01etIDV0LW7vw7rlpq1k2Jrd87SflkU8MjexGRX1VoOt2XiLRbbVdPYtBOv3W+9Gw+8je4/8Ar96+Qu/Suq8E+Nr/AMHaj5sAM1lKwFzas2BJjoyn+Fx2P4HiplG5UXY+ltQsNNu7mykvbS3uJY5GFsZow+xyuTjPHIWr2SwGeg6DsPoK811n4teFpfDj3Vtdzm/jxLBZvbssnmA5AJxtx6kHkZrv9L1G31TTbbULVt1tdRLNEfZhnH1HT8DWdmi0y07+mCaRVyeaBjJNPBz0FMdheOhppI7UpHrRgYpiGUhp3FIc56frQBGcD0FGRxyKUg+2ablv72KBDsj2ox7UmT/ezQGJ70AOBHvTgKbkml70hiEUgHPehj70g6de9MVh1JjmgEA5yPzoznpigBRS8d6Z+VLjjHJ+lADsjsaOKBG56RP9dpp3lS9o3/FTQMQYo4pdkijcY3AxnkYqF7i3jOZLiBPZ5lX+ZosBMQBSHBqi+taXH/rNU09cdc3cf/xVQN4l0Feuv6Uvrm8j/wAaANNjUefm5rO/4SXQHOF13S2PteR/41PDqFjcndb39lKvrHcxt/I07CL6kjjPFSDk1GgLjKru+nP8qkMco/5Zv/3yaQyOYfI30qCIcDBqaUMEbII47ioIiQoo6E9S0MiuS8b+L9M8JLZTais8ryiTyYIFy0hBGcseFAz39eldWGJ614Z8eLkSeINEtsj93ZSSY/3pP/saaVxsbqnxq1663LpVnZ6dGeFcjz5B+JwoP4Vw2ra5q2vSebq2pXN62chZpCVX6L90fgKzRwuKXNaJJGbk2P5xnGAPTtQDTATjAJ/Pj8qcM1Qh2egFGelAFJu9qAFp3bpTeNjMzBcEde/49q29F8J+IPEODpWk3U8ecGUrsjH/AANsD8qLglcxcY5oB4ycYHU56V6vpXwO1KbbJrGrW9qvUxWqec3/AH02FH5Gu+0P4aeFtC2SRWBu7lelxet5rD6A/KPwFLnHys8J8P8AgzxL4heObSdMmCBty3cn7qJCDkEOeuD/AHc17xL4bvLSy1G+nlV3llW9aCPJEblAs4U9wSNw4BJHvXYKM45PHT2qeLGDGeVI6HvWUveNInm2OMjkdjTh0qa6tGsLyezbOInwhIPzKeVP5HH1FRVzeRYmKcBSUo6UgPMgacDTO1OWmMlWn1GtPGSQKAPQfhdZlr3Ur4g7VjSBTjqSSx/ktektyK5L4cWn2fwqs5HN3O84Pqudq/ov611p6VtFWRJE3Xqc/Wq1yiTIVlRJF7iRQ386st1qvJ3pgc1d+EfDOpSSLeeHtMlyeWFsqN+a4NctrHwR8N3ql9LmutLl6gI3nR/98tyPwNegqf39Wl6UXaEfPeofA/xPbk/ZLnTLxM8YnMTY+jD+tc7qfw48W6PA893os7QoMtLbMsyge+wk/pX1FMBinR5GCOvrRzsTij4zx7U4V7/8S/hpBrsMusaNAsWrRrukhjUBbpR1/wC2noe/Q14Dgg89QeRjBH+FaJpktDJyfL44r2X4JeL4pbGTwxdT7biJjLYhj99Ty6D3B+YD3NeMTH5DW1o/hPU7nw5c+JLSSVGtpkS1ihVjLK+4ZK45AXPWiWwRPqzezdOntU8bgpnJ/GvJ1+JmpaL4asZdU09L++uJHhSbzfKDFFUkuADzhuoxnHauf1D4t+J5xizks7BCOPIgDt/30+f5Vmol3PfGzt3Y+UdW7D8axdR8W+HNJJS/13T4JB1j88O4/wCArk1826lrer6yxbUtVvbvP8M07FfwUYA/Ks0hVX5RtAOcKMVaiS5H0Bc/F/whb/6u4vrn/rjZsP1Yisq4+N2iLn7Lo2pzDsZHjj/qa8PJzjuaQkHoKrlFzHsb/HGAn914am/4Her/AESov+F4nnHhxPxvv/sK8fPJB/Kk3HNHKhczPXz8cpf4fDcWfe9b/wCIqFvjfqJb5PD1jjHObiT/AAFeT7v1FKG60cqDmZ6jJ8bdaZh5Wk6Ui/7Rlb/2YVUk+MnimRj5aaXED0C2hP8ANq86B9/pRnHGaOVBzM7mT4t+MmAxqNqn+5Yxj+earn4p+NSP+Q5j/dtYf/ia47PrR1O0U2kF2dWfiT4zkf8A5GS8Gf7oQAf+O1E3j/xe558TakM85EoH8hXMr6D0ozRZA2zoW8b+KnxnxJquP+vk1G3jHxO6kN4j1bBHT7U3+NYWcUoNMV2aja/rUoxJrOpsOnzXkv8A8VVV7+9kzvvbphjGGuHP9aq9Sc9KB93vRYLskZ2kJZnZj3LMTTNsf/PNT/wEUZOO9HOetJoLjvkxjan/AHyKDt6BV/75FIKDx6UILiErgZVevpUZVC3KJ/3yKd3FRk88GmK5IjbDlGKH/ZJFX4tY1OBNsWqX8Yx0S6kH8jWatOHBpDubtv4y8T2zgxeIdUUZGc3TNn/vrNdTY/G7XITi80vTbpf9gPCf0JFedZ+YfUY96pgnJ+potcdz3zT/AI36HLtGoaVf2hPVo2WdR/Jq85+J3iPTvE/i2C70yV5LWKyjh3SRlDu3Mx4PP8VcgrcY4qKQ7Z2x7D9KSVgciz97ngDjgUBT+FRxsxHNWbeKS5uBbwRvNMx4jiUux/AZNUhWGhfal6dcYrt9H+FHivVSplsk02E/x3r7Wx7IuW/PFeg6P8FdBswr6rd3Wpy9SinyIs/RfmP4mk5IFFnh1raXF7dJa2lvLcXDnCxQoXY/gP516FoXwY17UQsurzw6VAcHyyPNmI/3Qdo/E/hXt2maTp2jW/2fS7G3s4e6wIFz9T1P4mruO9S5MpROS0H4a+FtBZZU05bu6XpcXuJWz6hfuj8BXYAcAdgMAdh9KbjNPFRdlBjimYqSm4poGKhNSgntUa8VIKbEmc74rtMNb6gg4/1EnPqflP4HI/4F7Vzwrvrq2hvrKa0mPyTKVOOo9x7jrXBOjRzSxOSXjkZGJABJBx2/P8awqKzuaXEpRSDrTqzYHmHas66v3gkAzgEkVoiqOo2vnkbF5A6+9UgK66o8yKEJyRk4pGupngTa7APwDzwfWq1vaTQmNwOCuCPQ1pWMWxEmnCtHbK8z7s4IRSwBx6kAfjVpIVz6W0mwXS9GsbBCNttAkWfXCgZ/PmrZrwHw98cNV02KO21qzXUkVQDcRN5c3HrxtY/lXoGmfGTwdqWEkvpdPlP8N7EUA/4EMr+taWEnc7l+tV371HZ6tpmqJusNQtLsf9MJ1f8AQGppI3AyUYfUUgKDcS5FWVPFV327utSqeKTAJeaenIph5p6nFSMd0+teceN/hRZ+JLmTUtKljsNTc5l3KfJuD6tjlW9x17jvXoxPNITxT2A+a5fhF4ye78htOhijzg3D3cZiA/vZB3Y9sV6B59j4M8Gsv2jyrezha0imKnLSSNsLhRyT/rWx6Yr0i9YJA7ngBSSR7Cvm34pa3LcahaaGrEQ2MSySjP3ppBuJ/AMAPxqk3J2FZIveL/EHh3VPD+n2WjXclxPa3IkJa3ZAqeWQeT6kL+Vc0STCoJOMVi6cm1Sc/ebH6Vs8+UoxV2sS2REj0prDjvinYPTnnnpScY9qogiYnI9himmnngnNNxnJFUAxvQ0nB7UuMdBxSHnjFAB+VGaTFLzmgQ4HjrnNOzz15poAHpSrnPTigY7qBgHPcmmYPbHSnY9f0pOcUAHpSgHg9aFB4wDShG64P0xQA0ClH05p2MZ5pCcYycUCE/Sjp3xTfOjUg+ZGQOuWFBlh7SJ/30KAH9Tmj6AUgORxk/QE1KtvcOMrbzsD0Ihc/wBKGOww/Xj1xSn2ParyaNqsoxHpOoMDz8trIRj/AL5qzF4U8RzDMfh7VnHXiyk/wpXQWZiHmozyxzXRHwV4q2gjw1q+D0/0RhVWbwn4it+ZvD2rRj1ayk/wougsY461Jn6Gpm0++hP72wvI/ZrZx/SoGYRNtc7D6N8v86LoLMVvve2ap4+Zv94/zq15kZwfMTH+8KrdZGxz8xPFO4EgIUE9gM169oHwg0u5t7O41TUrye4u4EuDb2qrGsasoPLEEnGR2FePn/VuO+0/yr6v0ZPs13KpUbRbwRJ7BEAxUSZUUYln8JPBtoULaXNcsv8Az8XTuD9QMCux07S7LSIBDp1nbWUQ/htolQfjipwxztBAOM4ApSHx1zUasof8q9TTTJk4BNNWInkmpAgHansGo1Se9PH0pwUU7GOwobCwiinYoGDwMk+3NZ+pa7pWjIW1LULO1A7XEwQ/keT+VLcZfz2HJowe+APevO9T+NPhiyDrYi71Jxkf6PF5af8Afb4/QVw+sfGzXrsMumWdnpsZ6O2Z5P1wo/KmkxNo95uLiC0haeeVIol+9JIwVF+pPFcDr/xj8PaWrRaaW1a56f6OdsIPvIev/AQa8F1XXNV16cS6tqFxesOgmfKr9F6D8BVMZIzk56Vaj3Icjv7v4ueJLzU0uJpUhs0P/Hras0YHuWB3MR78e1epXEkV7bWeqwOskN9CG3quAXHXsOce38NfOthp99q939n02zuLuYdUgTcV+vYfjXuHhddasfDKaZrMdozIwaHZcGSSMjHLYXb0yMA/1rKrboXBt7mlTqMYornNDy4NxTz81Q5qRaYEiqp7DiluViXRbx5rK5uIG2xS/ZuHhjOSZPfkIORt+Y7sZBpE5IFYniS/ntb3TxbTSW88EHnrJE5VwZDkHI/2VXj3/Crpq7JkZUmkR3RDaXqlnebskRO/2eX6bXO0n/dY1SvdL1LTsG90+6t1PRpIWCkf72MY/Gr76/8Aa8/2tpOnagx4MxjNvL+LRkAn6qaktdS0y3GLW917SgQdyRypcxMew2Epx9c/SugiyOayudyEZ/vKefzFaFr4j13TsfY9a1K3A6CO7kA/LOK6Fpxf5c6p4a1FmwQl/a/ZZm9i21QP++sGoW8O3M24jwl56/39N1Len4YL0AkyO3+KHjW3wF8RXbj0mVJP/QlrXtfjX4xhwJZNOucd5bMA/wDjpFc9c6NDF9/QPEtsc4JZA4/DMY/nVH7JoQJWTVNRtXzjbPp4IB9yHz+lGg9T0uz+PmoDH2/QLKUdzbzPGfyO4V1Gl/G/wxeEJfW9/pzd3dFmQfivP6V4d/YkEy7rLXdMn5xskd7dv/IigfrTZ/D2q20XnG0M0GM+daus6Y+qE4/GlyoLs+sdN1fTtYtBd6ZfW95bHjzIXBAPoR1U+xq4zYXNfIeh67qXh/UEvtJvJLebOCV5Vx/dYdGHsa9i0j456ZLZbda0y6hulGC1kFkjf3AZgV+nNQ49h3PTb8eZp86jgshUfjx/WvkfxPfjVfFWq3q8pNdSMn+7uwP0Ar1DVfi3ret22pWmg6bDaQw27zvcTSFpliXAJ7KCdwHGa8djXHWqhG24pOxf09B9nLEcBiSfTjj9a1V5iA9D/MV6P8K/Anh3xL4LmvdVspJbkX0kQkjuHjIUKhA4OO57V2sfwq8HhlB0+5KqScNeyHP15ptiseAu+AdxVfrxUlrb3F/IEtLWe6fssETSE/8AfINfSdh4L8L6cytbaDYh16O8XmN+b5reQmNQkeEQD7qDaPyFK4cp8423wz8YX+NmhywKf47p0hH5E5/Stm2+CfiKQKbm/wBKg9QHeQj8lA/Wvdxj0oNPmY+VHjKfAubgzeJIMekdi/8AV6f/AMKKjxk+JnyfWxH/AMXXsB+gpjEjjFHMxNI8h/4UWn/Qyn2/0H/7OlHwMj4z4nbP/Xj/APZ162OacOABRdhp2PKI/gZZggS+Irgj0SzQfzarUfwR0JABJrOqOfZIl/oa9OB56U7p04pczHZHnUfwY8LoR5lxq0gH/Twi/wAkqynwj8HBcG0v5Pdr9x/Ku7ODgD1pD15JpXY7I49fhX4LTP8AxJ3fnjfdyn+tWE+HPg1FA/4Ry0OOPmaQ/wDs1dV2pDzRcLI56PwJ4SjwU8NaYD/tQ7v5mp4vCPhuEjb4c0kdMZs0P8xW1ijAouFihFomkw8xaPpsfP8ABZxD+S1aS1touUtbZD6rCg/pUoFL3ouAbjjjAHsAKcJZR0kcD2amf56UAc0ASeZKRzI5+rGky27dk59c0vUUtIZG2eTnmoI5HViQ7A57HFTvVZfvmqJZbE0v/PV/++jSOizLtljjkB/voG/mKatSDoORUsaKMmjaXLnzNL0589d1nGc/+O1xt/8ACzwjqk8kxsbmzmkZi5s5yi5z2QggfQDFeg44qhGMSv0+8en1qriZ5VdfAmPzN2n+ICI+u27tsn/vpT/SvTNPt2mj+0SEoJPmVB1A9K0pX8q3kcnojH9KhsuLNCeSEBYDoOO57fjUt3BItxIqJhFx9akAPc/pXG6z8TfCmiSNDLqYurhesNknnEH0LD5QfxriNV+OkxJTSNFjQdBLeylj/wB8JgD86dmwuj2oFTwCSfQCqWqa9o+hR79V1K0sxjIE8oVj9F6n8BXzbqfxF8VauGS41meKJuPKtMQKB6fLz+Zrmsl5C7Es55LMck/ieatQE5I+gdU+NPhqzytjFe6i46GOMRIT/vPz+lchqXxw1q4DLp2l2Nmp6PMzTuPw+UfpXl5wOTikPPGKfKS5M6LVPHvirVwVu9dvAh6xwP5KfkmP51zRwzFurHqx5J/HrSPKifedR9TUlha3eq3IttLsri9nP8EEZbH19PxprQE2xnrn+VIxwVB6E8e9egaN8Lb+crJrl5HYIeTb2xE0x+p+4v6n2rv9G8PaP4e+bS7BIZsYNzIfMmP/AAM9P+AgVEqiWw1E8l0vwH4i1PZINPa0t25869Pkrj2B+Y/gtdvpHwz0mzZZdUuJNTkHWJVMMA+ozub8wK7RjuYsSSx6knJ/OkrJ1WylFCQxxW1qLW2iit7YdIYEEafkOv45p1JS5rJssWjA9KTNG6kB5QDxUimoVNSA+9UBIRlSM9a57xHZ3kuo3OoiHdbyEbWi+YRqFAUMOo4Hpj3roR0qRGZGDIxVvUdaqMuVg1c84+9yORntTG716Hc2FjfZNzZQu/8Az0UFHP1K4z+Oaz5PCemTH93PeQ46Z2y/0U/rWiqx6mbicQehHbrULKmfuL9cV1s3gq5/5dtQtZAeFWRXjbPYdCP1q5cfCLxlETtsbSYjtFexkn8yKvnj3Dkl0ONTUtQhH7q/u0x023DjH61ei8XeII1CHV7maPGPLnImX8nBH41qT/DPxrCuW8PXLD/pm8bn8lY1kT+FPEdqCZ9A1OIerWj/AOFNSj3DlkSf8JHJKD9q0zR7gt94tZLGx/4FHtI/CrNlqWiCRZDZX+l3AOftGmXZIH/AH5P/AH2KwZLW4h/1lvMmOu6Nlx+Ypkcijq6/nTuguzum2asC3naVrm/r5zCxvxj34DH8XFV38LRoPNNnrNsmC2JxBs45wJS6j9K5TzIguN6EehYVY0+xm1S7S10+zku53PyxQx7z+QHSpugTuereG/COl6rpU1hb+Ra/2iGga5tJjcM0MWx5DuYAFi5VTgADHGea11+A/h8c/wBs6sf+Axf4Vo/DqxFpNbWe4MbDTNrlSCGleQM5yOvJI+i16Jjis3J30KsYXg7wtaeENGl0qyuLi4ia4M++4ChgWABHy8Y+Wt1RzmiLiVh/s5qTijcBlKKQjmgEcUDHU7Gab1pw6UwGGo2/zxUpFMPFMljBSmkpKZI7P0p47VH26U7djtSZSF5I9aKTcKTPtmkMUD1paQHtil6CgAzQCT0oOSKDnrnj60AL+HNHek/H9aQtgZz+tACnqaB1o3DGc8etAx1zQA8Dj14p3GOabz2FOVHIGEY/QUDGOPSq4/1hq4YpD0jfP+6arGCYSZ8p/wDvk1ViWPUcVJTAjjqkn/fJp/TqCPqKTGhT0qio/fyD/aq9kHuKojAuZeeM/wBKAIPEV6dN8K6tfKoZrayllAYZBIU4B9q+YdX8ZeIPECgalqtxJD0FujbIh/wBcD86+iPiPcfZfhtr792tDGMf7TKv9a8O8O/DXWdYEctyF060bkPcAl2H+zGOfzwKfMo6sXK5bHIjOABgY/DFXbDStQ1SULp9jc3bnj9xEz4/EDFe5aH8N/DWklXNkdQnX/lrffMB9Ix8o/I128a+VEIo8JGOioNoH4DioeIS2NI4dvc+e7T4Z+LrgAnSfs4Pe5nSP9Mk/pWrD8JtZA3XN5aRDuIwZD+fA/nXuG0AccYqvMMisZYibNY4eCep5Cnw/srN/wDSXnnHPzM2xRweeB/WuL0XwJ4o8QxpMLc21o2D9ou28pCD3A6t+ANe46qo8t9vYgjnvmrTsXlZmYuST8zHJop1pdRVqcVaxw2j/CrQrAh9Slm1SYdU5hgz9Ad7D6kfSu1toYbK0FpZwQ2tsP8AljbxiNPxA6/jmpM4pM1Tk3uY2sBpM0GmHrUjAmkzRRSbAXNKDzSUUAOFLTQadSYHkqnIqRahGR2I+oqRTVgTg9qfkCoQaeDSGSjFPB4qJetOBoAuafF9o1Oyg/563ESf+PivYGXczNnOSTyK8q8MRGbxTpSgfdn8zPptVm/pXrCKCgA/ImsavY6KHcrtDlhlRTPLKdGZf90mrpUMeeaYyZx2xWOpumjNlSVussh56M5I/Ws+XS4HkJNvA+TzvhQnP4ituRBmq74yMDpRd9x6FKDTbcMALe1+n2ePj/x2tm3Rba3Y/KiqpY7AFGAMngfSqsY+cZ9PyqbUHMWhahJ/dtJm/JGq4ttmc7WOW+G6+bLfSk5/0aEZ+rMT/Ku/IriPhsm201NvQwJ+Ssf613GRXZE4mMHDg/UU7cPUVheMbq6sfBmtXlhM0F3BatLFInVWUg5H4Zrwt/iP4zLAr4kvffiP/wCIrRIltI+kMg9xRtJPCk/hXzU/xG8ZuNp8S3wB7jYD+i1Ufxl4kmyZvEWqvnr/AKW4H6EVXILmR9RGOQLuKMF9SMCqdzrOlWAP23VbC2x/z1uo1P6mvlm4vbi7LG5ubickdZpmc/qTVVkQdEQc9lFCiDkfSd18SfBlsWDeIbWQjtAryn/x1cVkS/GLwhH92bUZQP7liRn/AL6Ir5/Ykd6ib06iqUES5Hv3/C5vCXdNWH/bov8A8VUi/GHwg2D5upL7NZH+jV895x1pM88Cq5ewrn0Qfi/4OH/Lzfn6WL/401/jH4QUfK2pyews8fzYV885zTgeMUuQOY94k+Nvh0f6rTdWf6pEP/Z6rS/HLSRkR6FqLD1NxEuf514hnnrS59T+tHKh8zPY5fjon/LLwy3T/lpfD+i1Vb46XxPyeHbFR/tXUh/oK8lBwaXPtQooXMz1KT4360Qduj6Wh7Fmlb/2YVWb40+J2BC22kR8feFs5x+b15v0PXk0U+VBzM79vjD4ufgTWCZ9LFePzJqs3xa8aMP+QpCvHVLKIf8AstcQOe3WlHHWlyoOZnYN8TvGrcnxBcL7LHGP/Zaqv4+8Xy53eJtS5/uyBf5AVzQOTjqaM57frTSQXZut4u8Syct4h1Y56/6ZIP5Gq0mvaxK2ZNZ1Nj6tdyf/ABVZgORxmgmiyFdluXUr+RcSX96/+/cyH+tQLe3EC5huriNs8lJ3U/zqI/dxxUT/AHMnoCKLBdl6PXtYjIZNY1JCDwVvJB/7NWlB428VW5zF4k1UY/vXTN/PNc4D6U5Tzn0osgudh/wsvxouQvia9I9Skef/AEGtPS/jPr+mfJqEFtq24lvMnJjk+mV4wMcfL3615/nOPeq9wf3iH2I/WlZDuz2q4+KNp410+LRI9JuLO4nnid2eVZI9qMGbkYOTj0rs7BRsJGfU14d8Pbcy6685B2wxY/Fjj+QNe66YDsXIzxmuGv8AHY7qHwXNWIEL71ZXpUUQ9Rk1KOmKg0EbpVeY4qw/SqkvNDKRiaocwsueeOv1ApzHDtj1NJqROFU8Devb3FNP3ic96I6GFZ7D91GaaKWtLmAoNIetKKU00AyilxSYpWC4tHekpwHegBR0paUCjaaVhnkW4kAEkgU8VEOlSLViJFzUgqIVIKQEgp6461EKkWgZ0fgld/iuA/8APOCZ/wDx3H/s1epKvQ/zrzTwCpPiOU44Wzf9XQV6avTtWNQ6aPwiFc01hipDTGHBxWRqVZMbT9KpscseatzZAyMVVICgZPbmkyiSLjk4qDxHKIvCGqNuwTbMg/4EVX+tTrjFZfjOXyvCzpn/AF00Mf8A4/uP6JVw3M6nwnmWreMdb8KW0EGi3MdubwvJK7RK7fIQigbsgcZ7VzsnxP8AG8i4PiK5HuiRqfzC0vjhj9s0+PstqzfnI3+Fck/SvSppWPOk3c6aX4g+LNQgl0+8126ntLlTFLHIEO5SOmduR+FYccmDgj8qohtjK/I2sDVuQKsjD0biqsTcm2nrn39KbnB+lKr+YAD2AA+gpdrD2FMBVPA5oOMdRmkC/h9aCAMnrzQBGw7AVGfpUzc1Ew5+tNCGH6H6EUmcmg9aTnn07CmIMn0pR06UmQT1penegBaAM8UmM0oGe/40DFJ7ZpBk+tHfjvTgD1oAA3BUgdvrQp5oIIB+tLg8Yx06UaAJzjBPB60oOOnFIBSgUgsAznijOSSepOeKXaeOtKAe4NMBBwOCelLx7CgD1oLIvVlBPYmkAh6Go35VhUnmxDgyJ/30KbkPnad2B25oArjrT1J9DUfmx9N6Z/3hT1kT/nopH+8DQFh46VBdf8sj9anA+XIOfpUF191DxgE/ypsD0T4bWx+yyzd5ZsA/7K8f417Hp6gRjHpXnHgCyMWmQfKeEGT7nk/qa9OtQuAo49a82o7yuelBWikX0Xj8Kk70xD8tOLUhiORjmqcvpVhjVO4PGOtDKRjX7F3iXHAkXn1+YGlFQ3Dl7iMn/npn646/rUq9KaMK+6HilNIKKowFU8080xRzSnrTQCd6KQ9aSmIWpAOKizTlNAyQdaXNJRSA8gHFPVsVCDTwasCcGng1ADzT881LGTA1IDUANPVqAOx+Hx/4nt3/ANef/tRa9LXkZrzT4dv/AMTu7TBx9lLD5jgfOuRjp75616aOBWFVanTS+EQjikZeOaeOntTGIJ4rM0Ksq57VUdcsePzq8/Xp61UKkkmgsIwQema53x9LtsdOtwR887yEeu1Mf+z11MSfdrhfH84fXbO2BOIbUvj3dz/RKumtTGq9LHlXjbP9q2gOOLNe/q71zDDr+VdR4vie41i3jhSSST7Gg2xoWP3n7Cs5PC3iC4UPBoOqSKwyGW0fB/SvRg9Dge5guM/lirzMHSN9yjci5ye+MH+VaEngrxSgJbw5qoH/AF6P/hXu/wAJtOvtP8ERW+rWYhkFxL5Uc0AWRUyM7sjP3t2PaqbEkfO6yIvWRBx/eqwZIjyJAAOxYV9ZyadYyE+Zp9m/+9bIf6Uq2NmoASytFx0xboP6UuYfKfJQdG6MG78Hr+FTxWd1cMFgtLmbn/llCz/yBr6yCIpBWNFI6FUUEfpUolkxjzHA/wB6lzByny3D4N8TXePI8Oaq2cYJtWQf+PYrSg+FPjS4wW0ZbcHp9puY0/TJr6RJJ6kn6mkHHTj6UczHyo+fU+Cnip1BebSYieSGumJH5JVlfgdr5UZ1XSAfZpD/AOy17uRjuc0z60+YTSR4PJ8D/EioGXUtJY9xvkH/ALLUI+C3inH/AB8aSfpcP/8AEV79jikwBT5mKyPBY/gp4nZgGudIx/18Of8A2SrUfwN1o48zWdLQ99qyt/7KK9wwD/8AqpcAGi7CyPGo/gVcE4l8SW4x/wA87Nj/ADarSfAq224k8Sz5/wBixXH6vXrfXg5xThU3Ksjy2P4HaOoHma5qbHuViiX/ABq1D8FPDC/6y+1iX/trGo/RK9J/GkxSuwsjgF+DfhBVO5NSkPq17j+SirUfwm8FR8f2XcSf9dL2Q/yIrtelLxnpRdjOTT4ZeDIwB/wj8DehaWUn/wBCq0ngDwgnTwzpv/Aoy38zXREd8UoouBix+D/C8QCr4b0jA9bND/MVai8P6JAP3GiaZGP9mzjH9K0cClA9KLhYrpp9jCP3VhaJ/uW6D+lSOg8s4RV4x8qAfyFTDp3prj5TQhMowxQsi5t7foP+WCf4Usulabcf6/TbCXP9+1jP9KdF3HoatKQe1DBGUfCnht+W8O6OT6myj/wrkviF4K8OP4UnkXTbaxNuHuFksoI42ZlQ4Vjt5UntXow4GMmuQ+J7tH4A1AoOS0KH/dZwp/nRexS3Oc8H2uzTInK9gOOOa7K2QAEDvzWNoUHlabAoxymT+NbsAx0rg63O9k4GBiginUjVRJA+QCRVC5YhT/hV+Q/lWXdOMnocj0pMqJlMWN0o6cEn3qcHNV0INwzAcY4/E4qcVUdjnrO8iQUtNFLuqjEcMg0HrTQeaU9aoBrdaTNBpKTQBmlBplKKBk6tTs1ADT91TcDyAdKetN604dK1EPFOHWmDNPFIY8elSLUa08A0gOs+H77fEzrn79pIMfQof8a9UXG0YNeQ+CJNni6zHTfHMn1zGT/SvXEbjp9KxqnRR2H8Y6Go26VJximScKazNSu+aiUfMakfk9KRV+akUSovGfSvKvFc/wBp8W6keqxMkA/4Agz+pavWlKxr5jHCoNzfQcn9BXhn2h7p5bp/v3DtMxPqzFv61tTRz1mer/D1AvhZZEAV5LiXew4LYIAyfauqLMRyzH6muV+Hmf8AhElBOf8ASpsfTIrqa647HMxhYr8xY8c9agZSmOckHLe/PNZ+veJtF8OfYxrN8lot07CMujEHaATkgHA5HNFr4j0HUuLLXNMuGP8ACl2hP5E1QjW9QSMjp9KTODSdUjkBB+XtzkU4jPIoAQ80lLRQMKUGm0UgHN0qA9anPSom4OKZLEox6UdqTOOOKokXtRke1Jke1Lx7UAHbvQD/AJNJzS5OOh/KpKQ/8qTFJntzR1oGO6Dmg9qSl7880gD0pR9RTe9OHFMBaBj0pM5NLnNIBw59PxpWHHOKQcdaGK4xkUAymBiVh681ZXHtVeUYkDdsdamUY7fpVMlE6gVy3xIi834f6soONqxSf98yoa6ZWAOM1jeMkE/g3WEBHNqT+RB/pUPYtbmfYKFgjQDOFAP5Vpw/dB9az48I7KvTcQPzxWhF9wDvXCtzvZNSGk55pCa0JK8/AzWPdvyxz0GeOorUuGwDzWPdnnt71LZaKUXGe2SW/kf6/pUwaoUwFB4JIySPf/OKeDVR0OObvInBozTAacDVkDlPNOJpoPNFCADTTSmkpgJSU6kxSAUHNOzg00Cn96APIgwp4NQK1SBs1bESjmng1EDTgaQyZTT1aoQaeDQM2fDdwbbxRpUgPW5VD/ut8p/nXs0Zyq/3sc14Raz/AGe8tp848qaN8/Rwf5Cvdwf3jf7xx+dY1Tej1JTn0qNz2qQE1E3PQ1kbIgf73XmhTkikY84PpUkYGaRTM3xdemw8J6jIpxJJGIE/3pDtz+RJ/CvI1wOF4A4Fd98S7zZY6bZhj+9naZwP7qLgf+POPyrz8dDXRBaHJUd2eufD4AeEIPmBzcTHg5x83T26dK6c8Vy3gye3sPA1ncXdzBbRGSY+ZNIqL/rWHUn2qK++KHgzTpCsmtw3Drk7bZHl6dsqMD866o6oxPIvjLrJ1Lx49lG+YtMiW3Hp5h+dz+ZA/CvOyFbqqn6jNWb+9m1LUru+uCTNczPM/flmJx+uKqknpWqiZN3Z6t4V+MMPh7whpukzaRPeSWoeNpRcCMbdxZQODnggV6P4E8fWHjZLuOC2ks7m1IZoJJQ5KH+IEAdDwfwr5jjJKSRnno4AHp/9an6bq99omopfafdz2065G+FyjFT1GR6ik0UpH2OVx60Y4718uP4z8U7VaPxNrJQjcrfbH5B9eaiPjTxS3XxLrB/7fX/xpKIc1j6pEbt0Rz9FNDI6DLKVHq3H86+TZvEeuXI/f63qcuR/FeSH+tU5J5ph+9mllJ/56Ss38zRyj5j62kv7KIfvb21THXfcIP5ms2fxR4dhYiXX9LQjqDdxnH5GvlIoiZwij1+UU3AH3do/CnykuZ9RP488IR53eJ9M/CUn+Qqq/wAS/BSNg+IrYn/Yjkb/ANlr5nDEfxH86N7Y+8fzpqIuY+lD8UfBagn+3Fb/AHLaVj/6DULfFfwWpx/alwfdbCUj+VfOOWPUmjtRYLn0d/wtnwUf+Ync/hp8v+FRP8XPBsYyt7eSf7thIP5kV87Z6e1GWxjr9RRyodz6Ak+NPhSP7kWqyEDqtqq5/N6rSfHDQFP7rSdUkHqTEn/sxrwcHtS596OVBzM9uk+OunBiIvDt6w7F7pF/oahk+O0eP3Hhpz6774f0SvGM8dfxoJyfWjlQczPW5fjrfZ/deHbJeej3UjH+Qqq/xz15iRHo+kp/vea3/s4ry7JIPFAOc5x+dFkHMz0tvjZ4oYnbaaPHj0t3P85DVaX4yeL3HyS6dET3SyBP6k158DwP5UZODT5ULmZ3DfFvxm3TVok/3LOIf0qpN8TfGs5G7xFcIB/zzjjTP5LXJdvagjtiiyDmZ0D+O/FjyFz4k1QsEOD9oIx6+1U/+E98W793/CTatn1+1NWRjnk8DrVNsqxHcHFFkF2dZH8R/GUY+XxPqf8AwKUN/MVK3j7xXqUkVpea9eTW00qJJGxUB1LDIOAOK48HirFrIFvbVj0WaM/+PCk1oOMndH1BYsXJPJOT/OteLpzWJphyp+p/LNbUXI6V5cdz05EvFMfgU4gio2/OtOgipcGsW7YliB1PT65rZuGwD0rDuOW5FTuxt2REpzn0zxzn+g/lThTAOeKeKs4nuPFOBpop1NAOWnGmrTmqiRCaTNNJpM0XGPzRmm5ozSAeDmlBpuaM0NgePVIhqLnFPQ1oIlBpwOKiqQVIEoNPzUQ6U4GgYsnML4ODtP8AKvfrSTzokl/vorY+qg/1rwE4IOQSMcgHmvc9DcS6LYSgkh7aIjd1xsAGccZxWNRG9F7mp71GWypFSdqgbOTk45rI6EhjDmnxDDc0zHPNTIOQScL3PoO9JLUbeh5Z49vDdeLZIQSVs4Eg/wCBH52/9CH5VzoOKW7uzqGo3l+SSbmeSYZ9GY4/TFR11rQ4ZbnL+JsNrBU/MEghwGOQpK5OB0HXNY0rngDjJ/lWz4iIOuSjP/LKLJB6HYK2/h/4Gj8a3eopPeS2kVnEjb44wxZnYgDB7YU11R2MXucN0BIqM9zjj617ifgNYbWA8R3fXj/RU4/8erJv/gRqKAnT9ds7j0S4ieEn8RuFVzEuLPI0dY5Udj8ucE+3f9M1DdxNFKyN1U4NdvqXwp8aWCknRmu4x/FZSrNx9Bz+lZ0XgjxRrW8Weg3zywgJOjx+WUYdM78ckc4FFx2MLTJw5Nq5+826I+jen44/OpyNuTxkVX1bQdW0G4EWqadd2Uh+758RTP0PQ/hV5W+1WyXS8sTsmGOj/wCBAz+dIJIr7s9x6UoIPH9ac6ru49eM0jKuAcZqiRp4H3ajyM8UpAPQCm4Oe1AB2/ClIIXtyaTjFGByc96BC8ijnpmkwcd6Ug0wAbST2GPrRkgEA8Hrz1oyxAwelJ0IHWgYK2Tz070bsdOAKQdcilHXuBQIM/rSjrRx25780uCRmkAcdwc+1LnPYUgxThx0pjD+dJyec04YFJuA4Pf1pAGe1ITS9D7ikwfQ/lTAYeARxg81WuOJyfXmrLcdTgD1qCYCTaYxubOPlGT+lILEQOKGcgbhwRyD71J9luANxt5tvr5Tf4VFIjAFSjgkdGU0PUaTufUujtm0Rh/GqsD7EA/1rehAxmub8NkyaHpcpHL2ULHHqUFdLD0rzUrNnp9EPbpxVeQ4HFWX5WqUh7VTAp3LcGsaZiZGHbOOnXvWrcthefwrHkOXP6fSoW5FR2iOGKd3qMHFPzxVnMPXrTqYppwOaaEPWlamg4pTVARE4NJupW602kA7dRmm0UmA8GlyaZmlzSGeRdacpwDUYpwNbEkop4NRAing0gJQacDzUQanBs0gJ05YD1OK9o8Jv5vhLR3zybRAfwyP6V4mGwfavY/BE/m+EdNJwSquvHtIwrOpsbUd7HSHpj9aib71Sn1FRsPmPpWDOtDR97NZvie+OneFtSuU4kEBjj/33+Qf+hVpgZOK4/4lXPlaFaWg5NxdBiB/dRS38ytVDcio7I83RQqhV6KNo/CnDgcfrTAR26U8cjFdJxs5bxCSdducjkLH7f8ALNa9a+BcIXSNenxy91FGD7CPP/s1ee3XhHxDrWqy3Wm6Le3VvJs2Txp+7bCKDhiQOCCPwr2P4YeGdS8L6Dd22qRRRzz3ImCxyh8LsC4JHGQQa3T0M7anaEA81GwxUxpjdfpQhsiytOjy7EMxIxxn60UqcODQJbmbqdok9u9vMsc1u3WGaMOh/wCAniuOuvhl4cvbW7WzsF027lT5JbeVxGr9VLISQRkfkTXoN1HvjyPWqSLtbGO9O4j5Tv4JdNvJ7O7UW91C5jlic4KsDyP89RVUspHHNfXiW9q8jPJa27yN1d4VLH6kjNWlVV4UKo/2VAp3DlufHSQyy8RQSv67Y2b+QqwmkanOf3OmX0mf7lrIf6V9emSRPuuw+hxTDLK/WRz/AMCNHOHKj5Wh8EeKrgDy/DWrMOufsrD+eKvx/DLxrIAw8OXgGejlF/m1fTLZPVifqSaAo9qXOw5UfNqfCnxs5Vf7CMf+09zEo/H5qsx/B3xg4G+1soj3D3yH/wBBzX0TgZzilI44oU2PlR8/R/BTxS4y9xpUXHe4dvw4Sp/+FIeIj/zEtJ+u+X/4iveSOaYVHoPyquZk2PCW+CHiMfc1DSG9zJIP/ZKanwP8RZO7UdIH0kkP/sle7kcdqB7gGi4aHicXwL1V8ebrunJ67IZWx/LNW0+BMoH73xLEOc/u7Nv6tXsQwT7VIAPap5mNJHkafAizzl/Etyf92yUfzarUXwK0VTmXXNTf/diiX+hr1MDFLx2ouyrHmsfwP8LrjfqOsv6gyxLn8kqynwW8JIRu/tSTHY3mP5LXoNOHFK7CyOIT4Q+ClGW026f2e9kIqzF8LvBMJyPD0L8f8tJZG/m1dgDx0oPIwKLsDAt/Bfha1IMHhnSkI6MbVWI/Fs1emtoLO3X7LbwwJGwYLDEqAduw960OlQ3C74mXkZFO4iKOeVkAMrkfU0TMSuTgn12gn88VThfCjJ9utTs25OtS7jRjQoReXSk8CdunHQ1qRrtAqlGge7uTg/6+Q/rV88CuTqdy2FY8VQk4J9zVt2OKpOTuoY0U7vhCccYJrGkyszqTkq20/hx/St2dgy4xnkZx9en0Nc6H3kvkncSckcn60IxrEgPvTvxqMHml3UzElBp4NQg08GmBMnNPIqKM81YNUiSuVph61M1R0ANpKWjFIYUtIOtOqRnj4NKKaKdWxI4Gng1HTs0gJQacKjHSnigB+cHPpXr3gAkeDrHP/PSfnP8A02avHxkkD1r2TwNHs8H6WOzRvJn/AHpHIrOovdNqPxHVfwmoTUoPy89KiJzjnHauc6kKozj1rzT4m3Xma9Y2inIt7UuRnvI3+CCvS1/WvGvGF19r8Z6o/G2OUQLj0RQv891aUl1Maz0MYU9T8w+tM70qnkH3rY5j3Hwac+BtG/69R/M1uKfuj/Z/rWF4IYN4G0n2gK/k7D+lZPj3x0/ghdOddMW9F2ZV+aYx7Su0+h7Gt0JnZk80wn5j7141/wAL6lJ58Mwj2+2tn/0Gp4Pjtbu4E/hyZeeTFeKf0ZaqxN0etmkHWvMW+OOig/NouqL9GiP/ALNU8Pxq8LSAeZbatCx7G2Vv1D07C6npXWPFVXTDV5pJ8ddHScpHoepPDnh2ljUn/gPP860dN+MfhPUWCXLXunOeM3EW5P8AvpCcfiKVg0O9UcVKjc7e4/lVOwvbXUrYXOnXUF5bn/lrbSCRR9SOn0NWC3Qqw3DkCpeg0OflvSkCgDrmpQVkUMvf1qM8dOlOwMO1ApM+9KCMcmhxC4uR60cHPNJxik3Y7VIx3FIQCRgfnSg57UpNUmDRGRRnH/6qU9aT8apMlqwA+nX3pw98fgKbjJpwwO3NIEOHIBH4U7n2poalzSsULmlFNzjvS/TmkA8UdKTnHFGeOaAEOfSo3zinN7CmEjuwp3AypP3c7AdM54qaNi7KOuSOKbfR7AZnIjjH3nkOxR9WOAPzrFfxPoVpBNK+t6e/ko0jpBcpLIABk4RSSe1J6gtzTsweZCOWZmJ9csSP6VccgMOmcV5M3xSvb+aSx0jT1sVikiiNzcMJJDuYA4H3FOMnnOMVj2HjjxJaXiSnVJb2NleV4b9t6FM4TGMFSWzyMcA1EMO5GzxCjoe1SOMAA5J4GO1U3x5hGOAeRXkVp8QPEkV208t+LqEyn9xNEu0jkkAgBlwMAYPcV02jfED7fdmG+0wxudxD2bmRVAGTvDEbQP72ceopzws4hDEwkdbcNtjVixIGcY6n5Sf6Vz8YxGgJyQoGfwqzH4m02+Vo1+2wSSeZDG11amNWl8piE3AkK2OcHH61XQhlUqcggYPrWLi47jqSUnoOpRSUvapMxwpwNMzRnFNITJ4zzU5bJNVYj81TEmqEDNUZNBNMLUgHZozUe6jNK4yXNJmmbqTcM0DPJcUo600HmnDrWpI6nDrTaUdaAHinimA08GkAoYKdxPA5Ne5eG4Psvh3SoO6WUWR35Xdz+deHxQtczRW6/endYgP95gv9a+gF8uO5eNR8i4jX6AY/lisquxvQWty1np6HpUUh+b0J/WpiMgelROvJPTFYtHUS25BmjB/vDP514DczG5v7u4JyZriWQn6yNXvcTBAzscBQST6YFfPVu26CNsjlQeueoralojmr7k1HSkpQa0MD2n4ePu8DWK8fI8yDj0lY/wBa4f48Amz8PHt51z/6CldF4A17SdO8J+Tf6pY2jpdTELPOsbFSQc4J9zzXH/GDxNomtWWl2ml6jBfTW1y8sptyWVVKYHzYx17ZreJL2PIH4bOQcjPFKpwe2cetLKBuzjGewNRhSRnH41oZWLG4HH05xTCnOM/nRH2BGcnjmkyQeh6dcUrgRnjIqNsjp1x1FSkE9B+GaaVJz+VUgHWOo3umXIuLC8uLSYc+ZBIUY/XHX8a6RPij43ijEY8S3ZAGBuSNifxK5rlGB+vFRsCRRZDuz2j4YfFC7utXfRvEl+9z9sbNrczEApJ/cY8ABu3ofrXsOo39jpULT6jf2tlHjrcSiP8AQ818ZfMBkA8dx2rRS4+3r5kjNJcxj5mkYuzL/eyfTv8A/rqbFJn0jdfFPwXasV/to3B/6draSQfngCoIPiz4Mnk2m/uofeaykA/MZr5zzxikB5x0FOxLZ9Rx+OvCdxGGTxNpmD/fm2kfgQDSt448IqefE+k/+BH/ANavlxySORk/SoCSTgnA+lLkQ+Y+qx458JHp4n0n/wACP/rU4eN/CfbxPpA/7eR/hXyeSQcdqAfWlyIOc+qpPiF4Mj+94m03/gLs38hVSX4peCIuuvo4/wCmVtM/8lr5k3tjrSbs0+UOY+lf+Fs+Bicf2xNj1+wTf/E0o+LPgnDEapcYXqRYTf4V817vQ80NkAds85xT5QufSEvxi8FouUvL6Y/3UsXBP54qjJ8cPCqkiO01mX/tgi/zevn4E4xQTjrg4o5Q5j3aX47aMi/uNE1STnHzyxIP61Wf492gGIvDdwT/ANNL1R/Ja8RzzS84/wAKOVBzHsEvx6ui5MHhq3A7b7tyf0Wqkvx41x8iLRdMQdizStj9RXlJbBI649O9NJz/APqo5UHMei3Hxr8XSkeU2mwD/Ysw36sTWPdfFTxtc/KdfnjHYW8aR4/Ja492qJj2FCig5mXtQ1zVdWf/AImep3l7ntcTs4H4E4rf8N2kNj4avr2RwZrldrIOqW8bBnJP+06quPTNYmgeH9Q8SatHp+nQeZM3zMzcJGvdmPYD/wCsOa97sfh1oNjokGnXhn1JoQeXmaKMljub5Fxxn+9k9OlTKSRcYtnl+k2MtpoyyyDbc3beYxx91pAcD2xHub23LVQShoprlPlWZsxjPPlr8qfyLV6PrPgK6uklOm6tLHuVwIbseYoLcEiT7wOMcnOMDsBXG6h4a17TXZ5tNj8mHGxI5A2VAGAGHGMAdRzWlKtTVrsmpQm9kZTKIgEK7iSFIxxkYZuexztX8DWx4duxJqDJPMyWyq1xdXCE+YqR85PBBGcAAj7xByKymleO2+1v50dvsaKNpYivnFfmcDPDHcRkcmup0zS5NA0/ULiGWB765W3MSyRsqqPMLY64IyE/wxW86kOXzZjGDUh0tt4ot7yfxGkElnG6Wnl2kNuJVnQyZCMMcFDtJL5bdxnnNamiaxLfyXVneQfZ9RtJCk0Wc5GfvAk5PPXk4z3BBrU8MXUs2g6RpUlyPPls/tUsZJ3xKclHZsjLktGcZJAHPBJri7mOHQ/GyGK+u7zMsjXlxKAqsobcSGJyRjcWY8EqCBxmuB+9ozo2O4yMZo3VEG/I8jjqPWlzXOWPDUu6ot1G6kBZjPzVKxqvEfmp7NzVIQM1N3e9IxqMmgBxejfUZNIDmpGSb+KXzKhzzRuoA8tFPWmClzitiSSlFNBpwoAcKXNNzSjk0gLFvqmlaVdW1zeakY54ZUmEEVs0jYVg2Ccqozj1PvXTyfGWwaVnsdMuZMtnNxOsY6+iBv51X8D6Lb6xr6/a9Otri3twJJmktPOdlJ2hAeg5Oc9gM+ldhcaz4f0G5uFmihQoQqokKSSrgDrjOPqSKJ2te1zSm3snYzo/H2s3Fp5tvDaoxU7VWMyHP4tz+VYln4v+Idze7TYXJt2Jy40tgF9+FOa33+KMj/udIs0U9N8h3sfcquFX8WNctrM3jXxfbKtvNeSW8knkkQSbIfMz90kbVb1IGeATTir9AcmupbsvFvjB4kvL+80rTtO3spu7+1MSuvTMa53yHrwBijUL/TPEeR4ctJLhYLkRfaRbeXJOzhisSIo5VQpYlvm59KpaF8NbVLhbjX7uXU1id02WsjGNlQ4Zg33mXPygAAs3A4BNdT4Y8Najo2upFcxx21m0LgyW5Cr5Q5faR918hM5OSCRyKppLYi76nHXdpcafcNb3cDwTJjdG4wRUOa0Nd15/EWoJfPCkO2JYkVSSSgzgknvg1mLxWYMxPEkYaSzcgf6tx0/2v/r1kEnH4D8OTW54hwbe0Y9pHH6Kf6Vv/DXwZpHjK61OHVHvES1iiaP7PIEJ3Mw5JB9B+tbw+ElrU4JxuQ1Dzyufc175dfA7QX/49dW1SDAxhxHL/QVmy/AWAj914mmHQAPZA8fg1VcjlZ4uhA6d+KVjg9K9ab4DXoY7PEdmwHTdZyA/jhqjPwJ1cnjX9OP1hkp3DlZ5SAXYKq5J6KO9Rkc816u3wK1vGE1zSyOvKSj+lRn4E66f+YzpP5S//E0XQcrPJ8A5owu4Zzj0Br1Ob4E+IkXMeraQ7H+EtKo/PbWZd/BjxlbgmKLT7vHaC7AJ/BwtFxcrPPeQGAJCnGQD19KiUPBKksRw6nIIrrLr4deMbNj5vhrUTjvFGJR+ak1iXWj6pZqftOl38GDg+bauvP4imNJjmMdxALiBMAnDoM/u29B7HqPx9Kr846U22m+xTnzUbyn+WRCMZH49x1FWriARP98SIwyrr0YHofxoTE0V93rn8+lRsOc08gA8dKQjirRJC2dx5zSdB1FPZe/rTDQCAZB5pw5NJigdagY73pfwpM0tMQu3I7cUDJoycY7GkpgKfpSZGKBnPrR09j2pDQmcnpSEjHSgjHfNMbPegBGNdJ4N8F33i7VDDFmCyhwbq6K5EY9AO7HsPx6VD4T8K3vi3WFsbX93Eo33FwwysKZ5PuewHc/jX0dpmn2eg6VDp2m2whtYhtUdWY92Yjqx7n6Y4qJz5Ua0qfMxmi6JpvhzTxYaVb+TBnLNnMkrf3nbufboO1X8+hyPXGDUWGbkr16E8/pUgUgd6573OtK2g7PHFZt3bJN97AOMZx71oHjrUL/pUzimXGTR4X8QbObT9WhghuJvsspabygxCpJkKWx2JHUjk1tXVzb6hZwW8F28l/HZvLFC8qzMfLTeChbJUNtxzztHQV0HxC8PSaxo/m2ab72B/MRR1cYIZR+GCPpXktnfm3029uoYwtzEkUcFwJNrxuZc5APJIUMvHQHmtqbvE5qqakena1Da+GZrTXVvnudRn0xYLWBUG2RljEZlLZ4UDBHBycY9axvE51fTbzT7ye0iSRg0v2zdtlnLxYZ2OTgqc7cjoB1qnoPi231C2hm1DTIbzVNMt0hs5ZGkWKNVbIMiLxwM4YDH97pk24beHxBqLRQ/bmtEZ3zPKsgijkcsVL9c5B45zknAGSb21MrnXxEi2tgzFmFvECT1J2LyfenE015PMkZ8Yyc49KTNcj3LH5pajBpwPWkBNF96pjUEJ5qZjVIQw02nNTCeKGhDTSGlOaQnFIYh6UlApaQzy4UtIKWtiRwp4pg608UALgUAYNApe9IDa0u6S60PUvDk1xdQLqLxNDJCjSBZEbkFFIJDKcHH90Z45rodK+F2m2yQpqtzeXsjExrAhA2HeAucEhQ26P1xuJPaj4aXmjWd9enUXiS6dAsXmbR5sZVg6KzEBTkgnkEgD0NdfpVpBqJmunkEkRmbYsdzvBIKHkrwDlFyoJGSTkdBTlyoqMeZ2KOk2VlBPYSafptraQeVMXeCETPHIrBA6u2SSxDhBxgfMfStK2027mjsVuxumttwd3ckOGzlectg8FmwC3QYFbQ2woFjVVAA4UYyAMf4UuQCBk4HGKwdZvY6FRS3KcWliBZCkwhLSm4byYlA8z1G7cRjtjgdhWN4tuLrSdAv45RGjG0EFsyJtJMhCNlR8owDn8R6V1Kk5yOo71W8UaPH4p8N3VsqKNQRRJCT/fXJA+h5H41cHfcipGy0PB+BwBgdqB1pA27kgj2bqPY+46UoNMxKGuLnT0OOFmH6qf8ACu3+BeRrmtqeP9EiyB0/1hrmRot/4gRtO0y3NxeN+8SPeqZVfvckgfxCvQ/hd4N17wxrOp3OrWcdtBcW6xIBOrtuDg9FJ4wTWsNiWent600c049aaeDTAKKWkzTAKMUtBoATHFRPHu6jNS5PpS9aQFP5kPy5FPW5mX/lq/5mpXTNRFB60yWMlCXAInjilBHPmRq2fzBrjPHXw7t/FdjA2nLaWWowvjeY9kckZ6qwUdQeQcetdphs/wD1qcufegd7nlGmfAu1Q7tZ1qaU4H7uxiEYH/Amyf0FbY+DXg5BjydSb3N8R/IV6ErZ4NK6cEimmFjym9+B/h2ZT9k1DVLVscbmSZR+BAP61xesfBXxBZMX0ye01NOyhxBJ/wB8twfwNfQbrioXXKdMjuKtMhnzI3w18aowQ+Gr4n1VVI/MNinr8MfG7LkeG7sD/aKD+bV9NxYx0B+vWpxjnikxqx8wj4V+N2IH/CPzj3aaIAf+PVMvwk8cOv8AyBUGf715CpH/AI/X0ztA5xzQFA7Cp5rFcp83x/Bvxowy9pYR+ivepk/lmrKfBHxYy5aXR0z/AHrxjj8lr6HprU+YXKjwSH4FeImA8zVdJjPcAyP/AOyir0XwDviP3/iOzX2itHb+ZFe2dMVIo46UrsaSPHIPgFb/APLx4lnYekVko/m5q7H8BvDykG51jVWUDJI8pBjv2PavWOAM45qrqBP9mXO3GWTYPxIH9aTkxpK5y/hvw3pnhrSntdJjlSKRxK7TNuklYjjccDovQe5rXVAvOORwWJ7+g/Gn/wARVeBz0PWobueK3Rpp2KW9urSu3oBkk/pXO533O2MbEoVT7n1pWQY4FVdKlluLITyja8h3Mg6L6L+Awv1Bq+RxxQhtFWReOKqse9XpOBk9BWddgxkOP9W3GR1BPTP+NNgkVLw7VRgf4hjJrz/xj4ZudU+wWNtPDFZxtMy+bCC0fyM+Mr1A2EAkE88k13V0SyYbOCeCM/jg/hxSQWgutZtbRnXbLIysQM4VkYZ/U/jUxbUtBTScTxWZdL1HWrWPQp4NEniRluA0kiRsQSd3m7iTkgYGABxXa+FLaW28NxPPEYp7pvOZWJJKAYUkknluT9NtWm0zTJoIYriwhuxC7Mj3a+ZJksercEr6A5H1q+WLcscnHpj9KudS6sjkSEoo9KKyGFOFNFOzTQiSM4NSk1CnWpCaYhC3timFqGJphNJgKWNBNNzRmkULmjNNooA8wyaUGminCtiR4NOBpgpwoAeDSg5pgpwoAf8Ae4ODnsa9k8DIIPA+m8AGQSyfnI3/ANavGQcHPPHPFe3+G7f7J4W0iFuHSzjJHuV3H/0Ks6vwm1Be8bDk7CD0x6U0OwPHBHcnpTj8x6nFQnqCMZznPTv1rnOyxYUkEg9at2snlXCMxwORnPSs9cggbsE/p9atp8ygjHrhhkce1axepnNXVjxnxpYJpfjPVLeNcRNKJ48dMSANx7Alh+FYVdz8VIgdb02+CBDcWhjcD+9G/wDg9cJurZ7nE1Z2Ol8BXH2fxxpnXEzPD1/vRtj9QK9y/wCWf418+eHrtLLxLpNy/CR3kRY+gLYP869Z+IPi2fwVoltfw2kN00l55BjlkZONrHII78D1rSGwjqj1pOteMx/HqbID+F4T3+S+b+qVeg+O+mMMz6Bex89YriNx+oFXYVz1fOOtLXnkfxm8JybRINUhJGSGtN2PxVjmr8XxY8FSLk6w8R/uy2kqn+RpAdpRXJD4n+CmXI8Q24HvHJ/8TUi/EnwY5AHiXT8n+8zL/NaAOopawI/HHhSU4TxJpRP/AF9KP51ah8UeHrg4h17SpD6Lex5/LNAGo1MxxUK6lYOPkv7NvpcIf61KjpKMxyRyD/YkB/kaAArShM9qf5Ug58pgPXBpuccYNAgCkelPHPB60zJoJzwDg0hiOnNQMnFWgfMQE9e9MZeKtMhoqrlG9qmU5qNwQc4oDYPWqEWM0uRiolbINOBwKhlJjhSNjpg0ucd6Q4NJFCYp6n1phHbpQvSgCbNUdTcLbIgI/eSL09F+Y/yH51bBB4OaxNSkkn1TyoxhYVC56ZZsE/pt/Wpk7I0pRvIlhHy5OMYx1rjfG+pSR6ZHZwfNLdTopXn7gyzZ9uBXU+a2xslsqAecjIPv+H8qx7HTotZvr6SdpFEKxwoy4Jycs2c+239KwsdqkormZoeGmKaXHbyOZJkGXJOecc5/HP161tbRWfpunDT5J4hMZi5VixTbgY4XAJ9z+NaLYUEZoSa0FJqTuiGVMqcVlXBEpIxkHBz6c9R+VXru6EEAULln6DNVraBn4cnJ6465H+TQ5AlYzbuHGGHyh+OvfjB6+vH40mioZ9SgdSQHEgDdOSjYxV7VohHbD0B/TvVDT3NuHl24lSNmCn+JjHhR+ZxS6kz+E5S3bMMeF2jaMKDnHHSpwarxH91GBswFAyihc8e3/wCupAe9DOMlB96XNR5pfekMeDS5qOnZ4pgSxk7qlY1BEfmqcimiWRtTDUjUw0mgGnrQKD1opDCiikxQM8vyKcOtR5p4PNbEjx1p1R5pwoAeDzTgaYDThQA8RtMyxIMtIwjH1YhR/OvoNUWJvKQjEeEX6KNo/lXiPhaFLjxZo8bgndexHGOCASTn8gfwr2u23NEHYjMhzWNU6aC3ZYAJXpwRSFBksAD04NSKMLn0qle3yWRjd+VLAE8ce9ZHUWGjKjuQOfrUsDnAJ5yPzoR1lgV0IKsMgjkEdjVVyQqqOCpz19qpaE2ucj8WYoUstGmiJIeabZu52gquR+grzSvQviY2dM0xNx4uZWH/AHwtedA1undJnDNWk0Sb1Qb2JVVIYsBkjBz0/CvSfjrh/CumSA5Q6jnIPGDExrzMgMjKehBFdN8Q/FWna14A0OxhuM38MyNc27KQy7IShb02kkYx61pAzex5UfT+YzSrnH3sd8U0H1HanDA6Zz7VsZIUNwe4xxRkjuBxg9qCOM9z60jDjdjj1oHcR2J6E4IHGTUe5hzzgepqQAEdsZxzTHx35BoC405UjIIB59M+9NO08sAT7jNLndgc8UhFMV2GyI/8s19jtFKFCcplWHPykj+VN+Yjtj2pQ3H3aQXZbt9X1S1bfb6nfRNjGY7mQf1rWtvH/i+1P7vxPquPR7guP/Hs1z/bgdRTWyCeKdkF2dxD8XvG8IAbWVnx/wA97WJj/wCgirifG7xgo+ZtLfHdrPr+Rrzo4x70xuRTsh8zPVk+O3iP7MU/s7SPO/567H/9B3YrA1D4qeNbwk/27JbqeiWkSRD9Bn9a4kOcgY6elP3ZFKwXZ01v8RPGVvKHXxJqLYOdskgkU/gwI/Cu78P/ABtk4i8Qacsg4/0myG1vqYzwfwIrx1htzxilR8HJHHoKYrn0/p/xG8H6io8rXraBj/yzuwYGH/fQx+tbcOt6Rcj9xrGmy4/uXkZ/rXyW2DtDMAhHzYGcfhVVlTui5PsKTiNM+vjr+iICX1vSxjrm9i/+KqGXxX4dgJEniHSEx1zex/0NfIpSP+4nPsKBgcBQB6AUuUrmPq+bx74RgH7zxPpWfRZ9/wDIGqMvxT8Dwn5vEULH/pnDK/8AJa+XTx04+lJlsfeNHKLmPpib4x+CIwxXUbqXA6R2UnP54rftbuC7iF8FdUvALhRIMEKwBXPocYr5FfOxuexr680yxthZWpa3ilMdvCiF8/KPLXge1ZVF0OnDvVj5hCts7jG0rk4PAHXNeOa98UNZ8LaveaVpcNnJ86ySS3ERd95RflxnHHFera3PDYadcySNshRTu54Chdzde2Aa8F+H2mHxf8SkvbxS8EUr6hcAjrhsqv4sVH51MFbVm1Z+6orqfQPh5dSGi2smsSiTU5Iw9yQoUBzztAAAG0YH51dkmBJGfp/SnGTIyzAsx7dyapzspBIYYIxnPpnJ+gH8qyepcVZFWPN5fMzAAKgGOvetFMLMEUY+XPWsbw5cm8spb9WQpcSGSIBsnZ0XOPYZ/GtO5n+zQSuwy+MD3PaosV5GfqtyJr4WcZyFXDfjjP6fz9qiuIQJ2hI4KIpC+oPB/MZ/ClsLcxnzpB8xG4k88D+vJP40QSLcG6vZx+4AJAH90e30H6009RSXunFQ4EMeO6jr9KmB4qCIFYo1PUKP5VMOlNnEPBpc0wU+kAZpc0lGaAJYTh6tnGKpRH5xVzNUiWMYDNRkU9jTM80wGkUnSg8HrSZpMYtFHakzUjPLe1LnFegSfDyPHAcfQ1Tk+H8gPyvIK2IucYDTga6WTwReLnbMfxWqr+EtRj6bG/CgZjA04NWg/h/U4/8Alhu+hqs+mX8ec2r/AIc0AdF8O7drnxnakAYt4Zp2OOfuFR+rD9a9ft0zCoBOQDn6ivLfhe5tfF8kNzG0bXVm8URYYy4ZWx9SFP5V63EiqrADJycfjz/Wsqm51Yd6EecbsVnam22Eq0fmIARIhHOO+B64P69a1GBySMcdq5rVY7mW4cLeTIvlsuEAz91u+M8feH0rNo6Y9+xZ0GSGyvJtJN3E0wQXK2wclokYgE46gEkHB5yScYNac+BN6A+orxj4e3rReNNLkdmY3e+GRi2SxkQkEk9SWC9a9muZB8rdT2wec1Uo8pnTqc92cR8TEzpWnzAYCXToT6Fo8j/0A15yDXq3iiAat4W1NFG6SCIXUYHJ3RHcfzVnryYNnp0rSDvE5q6amyTOKq6ho2oXqx3FnbtdLt2OsHzvGRzhl6jI5GM5HuCKsZrrPAvhTRfF2q3VtqlrN5lpaRSx3FvO0bfM7AA47jBwfQ1rHcxPKZh5cm11MbAYKsNpP4GmqCSMAnHXHavpl/hnZbNia/r4Q/wy3Mc4/wDIiNWXcfCS2kzs1K3JPU3Gi27n/wAd21rcjlPn8K23IBbtyKYykD7uB1zXuM3wgutrBbnw/Oc5Al0qSH9Y5Kzp/hFqq8x6f4akHoLq8jz+bGi6DlPHePqcjtSEAg/0r1Y/CXVwRv0GybkkmDW3Tj0G5DUP/CoNbYEf2XGg5xnWYzj/AMg0XBxPLDsUc01ZExypxXrEHwW1cyq0kdpGAed2qE5Xnj5YevSr0fwSmbmQ6cp/6+7h8fkozRcXKeNl42PA2+nHSnBdw+VgTXtA+CZaTcz6OExgBRdnn/vulPwVclcnRtuBnH2sE+vO80XGonipjLHAFN2fL+I617PP8F7kAmE27gHgR37qcen7yMj9a53UvhZq1ruZrXUj/tRW0dyo+pjfd+S0Ji5Tzgqc0hXkg+ldHd+F3tCfN1GCH2vLe4tvy3x4P58VT/sK4f8A1V5pUg5AK6lB2+rA0+YOVmKY6BH71tnwzqpICw2zjrmO9gYdv9v3pR4W1tkDLYFh6ieL/wCKp3DlMQg0gyDzWy3hzVEz5kMEYA/5aXkK/wA3qNtCnAy93piZ7tqEJ/kxo5hcrM0HpmmOOnWtP+yE2gnV9Kxj/n5PH1+Wg6NeO223Nve4J/49J1kOB3C53fpVXDlMntTCcZqV1eORo3VlcHBVhgg+mKYy0XFqNyeKQ9MUEY7UnehggIBBGQMjHNfT/hjx94Z1Hw9aznWLKzmSFVnt7mZY3RlUA9TyvHBFfMHvSEgcEjg9c1nOPMbQm4O6PUfiX8RLfVoZdH0icTW7n9/cgEKRnO1M8kdMsevQcV3Hwq8HP4d0Br+6Dpf6iis8ZH+qizlFI/vHqfqBXnvwo8D/ANv6oNav4s6XZyfKjji4lGDt91HBP4DvX0JMcRsxxk9SR/P/ADxWM3yqyOimnN8zKF3K0cR2EDJ4HJyf/rfh0rnvEV1M+lnTbVtl9eq8MGVL4BX5mOOgww56ZIrbvbuG3gkubqVIraMEs7/w8cnHcn07/jWD4fifVtZl1ieJkTiO3jY8pGvTPuTkn3PtWF+p02urGpoGjxaTowtvMtvthJIW7hJQcdFxg5OMkjJJJ9qq3FxcC5ms5lVGiZVLR7ijAgZKMwyGXOCjZIDAgkCugvWi8lkcBlYYIYZBrnLeFp9ScbiYYOmckrnPygk9O46kbiAelU5XWxioNSTTLl43lWLR4ALYXjof/rZ/lVDUgkGmTWe4KfLZ3JJ5JVsfyP5VcjIutTKgZSFAenc8f0aqmulf7DWUkBru5fyhjqqFVH0/jNKMbsdWVonNcbuOmadUeeeKdnig5NSQYpaYDTsikA6kpM0ZppAyROGzVnNVEPzCrGciqEIzUwHnrSmmZpABNGaYeaKTYx+aKaOtOpDO/wDIX0pPI96t0YrexmUmth6A/hTGs0PVB+VX9tJtpgZZ0+JusY/KoZNIt26xAVtbaQoDSsM519CttysgZJEYMjrwVYHII981uxXDsgLgE4w+OmfX/PTpUnliop2S2i8x3CKWVST3LHAH5monG6ua0pWkWm+4T7celYRjLaxEjs+Hcouwf3lK/wAzmr0NxHI7xJKreVjIDZxnp/I1HdEwuLiJgJYzuU+4rnud6ejR5zaeD/sP2S+ts+dbOkq89WQg4/MEV6LqI+fzEJKbldVGRxnP48Y9a0riHTb+YTJd/Z7mRFaVFAcA4H3h2POOtUp4pLWOOHEc/wAoVHjb5W5I79MDH4eta1VdaHNh/dlqc5BK8epxCZtsLNsckZ+Vsqf0Yn8K87XwrqEUSjcpYDaVI6Y4r0TWNPuoV+0S3cTNztihGQOeCWPf2Arbks1EsgMYzvbI9OTSpX1TLxiVoyR442gakh/1St+Neh/CKylttR8QPOu2QRWcWPba7/8As1bb2KEcotJbRy6dctc2TmGV1VHYKGDqudoYHrjJAPBwcZreLscJ2/ajbzXMRa9qcePMS1nHrsaM/oSP0q4niZf+W+nzL7xSK4/XFXcDaK5pMcVmp4hsGHzJdx/71uT/ACzTh4h0nbk3gXnad8Trg4JxyPQGldIaRoEZo29Kzm8SaGn39XtE/wB99v8AOnjxBorIHGrWRQkgN5wxkdf507j5X2L+B6UECqB8QaIpOdYsRgZ5mHSoJfFvhyAZfXbD/gMob+VF0KzNUrTdtYh8c+GM4GrxMf8AYjkb+S1LF4q0e4OIJbiX0K27gH8wKHKK6j5ZPoa4ODThyenNZh1yz6iC8I9REP8AGga/Yjh1u1+tuT/LNLmXRhyy7Gk3zfKxbB7E5B/A1nyeHtFncvJo+muzHLFrSMk/pVW58Z+HLTAvNTjtc97qKSIfmyirFj4j0LUm26frWn3Tf3YrlGP5ZzTTuFiu/g7w05Jfw7pDH1Nkn+FNHgnwtnjw1owH/Xkn+FdAQR1BH1pMUCMaPwp4eiGI9B0lF/2bKP8Awq3FpGnQf6rT7OP/AHLZB/Sr1FAFVoI9uwImzuuxcfyqhf6DpepR7L3TrO5Trtlt0P64BH4GtcjOajNVcR57qvww0W+BW2lmsyMfKUW5Tj/Zlyw/BqxpvgrbyRnbqNmTnOP7KCZ/FJQa9XkTJDDGRSKMcU7i1PEbn4ITqXaGXTpgfugzTwkfXhx+tQp8GtTQDbYaKxI5aXU52A/4Cqg17m6EHgULkdc0rgeNQfBrU9oVm8MwcdUtZ5z+bmry/Cu8sG3TeILdPMbAistIhRmA64LZIAx1+leth1UEscADJPtWTvZ5WupELzMMKq4Oxey56fX1NTKVka04czILS2ttMs47WBPLhiBABbJOTkkk9ST+p+lRXd8p+QZZidqooyzsegA9ap3+oIZfsrxsJ87VQpuJJ7Ac5/z9aooLz7XJBAzJMPknuA2Tb+scbd5MYDP26DkZrl+J3Z2tKOkdyzcPIbg2Fvsl1PpcTr8yWIP8KdvM9+3U9hWpY6bFp1lFCh2hVxz2AqbS9Nh0+2WKCIIi9Md/Un1Oaj1K6RInDMAuMtuOAB7+1JyuKKtoZuo3KBtzSAR43Ow67RyTn1wOlMsWMGneZMgWaY+Y4x0Zh0P0yBioYbJ74iaRWNspyiPyG59P7v6n6Gn30isDCwLSHOOM8c5Y+g5J9zwKEy2irbNKkE7oQLi6kVFf0JAVfpgZb6VH4zurVpdO0+0h/wBHtoMwylSNy/dO0n7w4GfcD2NQfa0MoVSGRRwTznnJP8vyrQa7i1TThp2pLuhTmGeNf3tufUf3h2I7j1qoyVrHPWg3sch3pQaku7aWyu3t5tu9QGDJ9yRD910PdTz9MEHkVEDRaxzkgNOzUQNOpCH0hNNo7VVhD0J3VZ6AVTQ5cVcxlRTENzk0w5FOPWmnOaAEooopNDAGnZNNpc0mhnpdOxTaXNdJmFJS5pKLAFFFFFguFVNSa5TT5WtLb7TMB/qfNWLzB3Xe3C59eSB0Gat0AkHIODRYEzirS9udP1ia1vDFcSRy+QUsYwC77EdnC8YCBkiOey57NWjqDTX4aKHyyF4OG3xIf9ts/vGH/PNflyPmYjitmexhFsEgtoUWNiwiSIbWz94Y7k8n61lh40QKjAxqPlweAB6f4dsdOa56jUXsd1D3lZsXQrO3lsrmCWa4hNpLu+2g5LvKNz+ZkYboCSeBkYxitMWuo28oV7cX1uxBW4tcdR6qTwfoTWcklzYt9ptDskP34z91/Yiuht9UsrvTHmidrJ4ziXysfuif4iOhXPelBxnuVU56fvLYxr/S5ryRI3inS3V1YuY26Ag4Axnt+tXQVkJkUhg5LZHqTzV8WmpOFZNWhlyM/KrAH3GGNRT20qqbhvJeQcXBgbPPZivr6/8A1quELXMa03NLUrFAaaYwalGCMjoaXFaWOYr+QppPs4qzijFAXKc8AS3lYDkIxH1xVWWIF4yCcech49wy/wDs1a7IHVkP8QK/nWbINkIZsDZLGT9BIhP6Z/Ksai1NqT0MTUbVthYBsHA4P41HpKb2u7OQkB1EyDOOV+U/oy/kK3/IW6ikgP3x0rFWM2OoQXJHyRP85/2OjfoT+Vcqvc673RbmtB5wLk4MSgqT23GsyXSkLsuAARwR0NdFPDgx7+oiZAfUq4/oTVaSLHzAdOeBTaYKRzFxohDF4yQOc47+lS2Hm27D34zzXRRsrZQ9x3qC7sCr7o8YPqOv1qWi0y7ZzbowCB6Y9farDQBvmTHPUf561kQyNGSC3IHX/P41pRTENlfx96cWRIa0W5GidQ0ZGCjjcPxBrktX+Huhag5lSzW3m6hoTs/Tp+ldwCkq8kA9OvWonh2A8D+YrVSa2IsjzSHRPFfh079D8RXSovSKVyUI9wcj9Kst4/8AiNp67bi2spx2f7KGz/3yw/lXdPGC3I+lVpLVWByg2nr9apVZLqT7OJwj/FrxgnEkVnCffT2/+Kpg+L3ihhg3WnrnuLPB/Vq7OfSonBJiBz1qhc6HYJtM8S4J28LTVaQeyRzyfE3xXMcf2nAB/wBM7OP+ueaQePPFT/MdamxxwIohx/3zWvJ4P0mflLeP24/wqlN4HtVy0W9ccAK5yaHVfcPZoWLxz4mDc6y7Y7NBEf021u2Pj/Vtqie1sboeqhoWPvwSP0rmW8HyJylzOp64Yg00eHtQgz5MpdT3Ix+tL2su4/Zx6o7O7+JU9pC07+HJZY1BLCG9UtgdSAUGfzqhafGnRrlwJNF1NAf7rxP/AOzCsi0tb8HypVGz1z09/wBa5rX9AGm6kt9bp/os7bXCjASQ9h/styR6HI9K0jVb3IlRitj1K2+KGgXBdBaasGUAMpt1OM/RzUMvjWyuljt7GPUTLL8gC2eXPc4G7HTnJOPWuC06zjjkllYhY5Y4yv8AvDcCMflXceCUtPtt+uENwsceCRxsyd231G4KD26VLnd6lRjybGlFaTT5W0iuLKJlCy3Usge5m4+6HBIRfZf0q7Bb2umwRxACOKMYXg7VH+e5q1eXS2iBjKGdshYtuCxxnAx3rFuJr6+2qkZtWIzvlxkD/dBz1qZu5vCFjRvtZgtYgrlgTwqoNxJ9B6n6VTsbOe/f7VfJtjJDRwk5x7t6n26D3NRQ6LaWZNw7maYgje7Z/LHAGew4qvda8yiSCEI8g6leFT2Pv7e/Y1FyrJGlq2oRQReWh+bGeuAB6n/DvXOSyyTI4IKeZy4/iY+561CRLJIZXJZiclm7+1SLjdgggdM/h/8AWpkCJbg+nXpUqoV5zyTnNSAgY64/pUmMUITZWv7dry02BcyxBpIgB3xll+jAE4/vKCOprngQQCpyCMg+orsIgySpIvWORZB+Bz/SuY1S0Ww1a6tY+Io5SY/9xvmT/wAdYD8K0Wxy1Frcr55p9RCng0zIfTWNApGpiYIcOMVoD7orMTJkBrQDfKPpQAN1zTT1pGbrz2zTSxzQAtJTM0bqAH5paj3U4NxQB6dRRRXQQFFFJ2oAWikyKMigBaKTNGaAHZxVe4s7W6YNNEC/TepKtj6jr+OamzQKTimUpNbGdLaS28ZxumhwSSB+8Ue4H3h7jn2qnbSTWd4t5ZNkheVH3XU4/Tv+NbucHjrVG40qKZnkgle1kfJcooZXPqU6Z9wR75rCVF3vE6qWJsuWewyOSw1WRhCP7Nvi2NoP7qU+hHr7jB+vSqAutdtrgLaafNHMj7ZA6jyxyPvNwCuOd1Ol0a8wVJgmXBxJG5jYexVs/mDWppyXa2SC/A+0AlfvhyFB+UEjjPXpUqMpO0kaSqQhG8HdPoy1hV4UYXsPailorpscAYpQKB1padgFxVS/jDxTxgcyQsRj1wf64q3UVwdhhlAzsbNZ1FoaU3qZEVyBcmVSfn+fGfXn+tO1GAOA6LlXByD0+n+fWqkyeSqj+5mPI/2WIH6Yq3azCZTC2cHlPY+n5HH4VxPc7Y7DbGTztOiWTJe2fYxPVlwFz+KlT9UNTbd7MGHIPI96pQyLaahiTiGXET/U/dP6kf8AAquvuSU7gdw4Y47jg/qDT6ErQrTQlTuBqaCQSJsk5PSpmVWXHeqewwyZ4470ikSTWgBJAxTI8hiP0q3DIsi7CfxpXhAbOOM96aQEAkZOQCPTip47jcMEdKTAVcsOlJhPT6GmIkkjUpuXOB1x2quVyeCKlDhFOO9Rj5j3pAgXgc596patZi9s2VTtZTlWx90+vuPUe9Xs8nOcEUbcnB6d6BnAE6jEdvnOrocEHkA4/X2om1LXEUql6U46pEv8yDXTX1lvcsANyjgnpj0NZrW5B2MuGHtxQFzEi8Y6lZ/8f9gLtM7TJCdkufocqfpxW7pfiDS9aUixukdwPngYbZV9coeT9Rmq76fFIAWUEgYz6e1cxr/gb7ePtGlt5V6hzGAdu444AI6E44qlZ6MltrU9CG11GOR2qrdpYXLpplyxc3SgNGnVUP8AGfTBwR3JHTHNcH4U8Zz3FkY9QZpLqHKPu++xHTPv6/StHw3O9x4knlkfdJ5O5mbnczN1/Sm48rsCfMXNOtpIlSN2IeMujn3DEHPtxmtKANCYpY3eORR8rJwwyMHn8waaYwuq3ykcC4bGPQjsfzq0qERhvL2hRt4PXHB+hyKkpCW909vqMV9JuneEnId8kgggjJ6cE4roj4mtliVbKGRpDgkumwf8CPc/TPrXPFN2OBjOaOQMYpczRe5Bql3Ns83zWVpHxhPlUcZ4Hb61DaxgJjAGPSjUhmW3jB/vN/IVZhQLyfzpMaJVGOOT71MigsPb3pm3OPU+tSKABn8PrQmSx4UDHH/16cigkdD1x70g5BzjJJ7VMo+bjHNaIzZIpCn5ccVg+IrOeS6tLi3haTfb+XJgjhom2jr/ALLJ/wB81vDqTV/TAkzSwuFJQiRc+/yn9QlaR3sYz2OAFjfDk2rAf7wNMMNwv3reUf8AAc16i1nF/cFQtp0Dfw1djA8x3kfeDL/vKRSNKv8AeX869Ik0mBv4aqy6DbydVX8VpWA8/jlG9a0Af3a+4roZfClqclFXcB2GKpN4fnUYRyQOmVosBjs1MLc1oyaNeKf4D+Yqq+m3iDmIH6GiwFYtSbqc9vcp96BwPwNRkOvWNx9VNK4Dt1ODcVD5i5wSB9eKcrZoGerUZ4pKDXSZDgc0mKaKdQAYoxS0lACYopaKQ0GKOlFFAgNAooFMBaKKKAuFFFFAXFFKKRaUdaAuOxUV2Ga3wm3O8fez0P0qYVHNEJreSNhkEZ/EdDUyV0XDRmRcx7oWLFSSedoxj5fTPtWarNG+QdpBGD6Y71rrEu1lA2hlxxmsmddr4PzYPNefLTU9CO1ixqKLdW4lZQEdfmUduzD880theNe2zCY5uYSEl/2uOG/EAH6k022cSwy254/jQ+w4b+h/A1Qt5v7P1BpHUmIjbKqjJK+3uOtClYLXNxXw+KdPH5gyOBxUcgKbcMGUjIK9GB7g+9PikJG09/0poRAMxjINXIZQ6fMRUTxgqSOPp2qMFl4FMC3LGSuB+fSqrZU4PpVhHzwaR1UjjJ+lAEHBJFL2/wA8UNGR29+lMyVGfT1osFyQ805c5zio1k4IP0/Gn7lJyDSsA2aESJz+eKzZ4QD8wGR2NaxIHSoZ4w3I9KBGQIR1B/A9/wDOaAjADjA61YdcHjr7Uo5ByB1x9KoDy3x74cutP1T/AISTSoWeG6cLdwxLykp/iAHZ8dezZHcUzwJqS3HiCdW3KxgGVbgqQ3cfjXqbrG8TxyIrxyKVdCMhlPUGvM7iOPRPHiiIs1vbv5bufmZIXAbBPcLkc+1aXvGzIUeV3O3t036vqqjgJdlRz/sJ/wDFGrgiXG3GAeD06f5/GorZrdZJ2WeKWW4mklYo2R8xGB+CgCp2lCOztgL1JJ5/H/Pesmaob5TADjOfyprqqxs0hVVUZJPYVXbVI/MPkoZDnqPuj6mqzma6KGdwQCG8teFz/X8fwpDGM32m/LqCEChFz+Z/nWlGm0A5/H0qvb26pknknBzmrowuTkYPYCpKADAwPxz1pQMHkjpzilweoPanDr0wOlUhC4AGB+ZqRTg7utRZPB6D+VOHA6VSJlsWMAjgjHqKu6LE76jIy4KxwMZCD0yQV/8AQTVGEeZKibsB2ClvbPJ/Ku8gtLa3txFbxrGh5wB1z6+praCOaemhnlMnpSGMelSLnaM9RxQa1sYkXlg0ww/SpzSYosBW8r6U0w+1WsUbaVgKTQA9hURtEI5QflWiVppQUAZL2EZb7gqF9KhOcpW35frSeUMUAYD6Jbt1UflVaTw3at/yzUH6V0xiHpSGKiwEVFGaK1MxB1pc0UhoAdRSZozQAtFJRQAtJR2ooAWikooAXNLTaKAHUUUUAKtLSCloAcKcuAeelMFPHWhjuZb/ALtSe6t/I1n30e2QFc7eoPsf/wBdat2mGlxjk7gD781RmQSW6NnGPlJH4Y/Q/pXBNanfTehlRSPBIkqAMyNu5/i9R+IyPxqS/gUsJIjmNhvRs9QRx/n60yRQrnkYNTWjCa3ltX+9Fl0A/unqPwb9G9qzNWO0mcvE1i5G6MFoT6r1K/hyfofarWSjYI/CsVw0cyujFXBDqwHII/n/AFGa2UlW6tlnjXZ2dB/A3+Hce3vVE2LKMGIyeemaRgfTFVlJQkGrKSbucdaBAuQeuPSpckjrimFQD3HWgAj1wBTAVgMdBio2VfUVI3Tjr1z/AFqIH16H1oAayDsPrTQGUgg9DyO1SbhyMjp6UuOQMcUXAYJQAAfTrTg25D9PSkManGDziouUwCTjpwaAFlj6kD6+9V8bhheo4H+FWRJ69DUTrljjnPbHSmIrhtvfj371ydzarb+Lnu3j3qXBcf31IwR+IyK66Vd2Sef71ZeoQebsnPDLw3FDuI4i0lu9G1m+0m7laSO1l+SZicvEQChJ9NpXpz2raadr5g0xwmBsRv5n3/lTvFNksumR6rgK1vtiuGH/ADzz8jZ9FYlc+jD0qHTdQ027UETIT7NTlrqioNdS6smBlRnjAz0x/h0qaJmLlg2TjOD6VYjtrdyrKwznsf5VYW0wBtI/DvUlsSKVWXAP+fSrKt+WarNa8Epwc84PWkaR4xtdf6UrBcudehBoAJ4/rUKXCscEgHHNTZ6nv65oEKcD8ev5ULzjPegg57e3FJj0JqkJli2n+z3MczAlUOTxnsfzrto2dRFLHJuidQV9P84x+VcGeCCMYrs/DNx5+kRozZaEmJs+g6foRWsGYVEWJRiaUf7Wfz5/rUdWLoBZ+O6A/wBKr10I52BpKU0lAXCjNFJQK4E0nFLRRYLicUUlFFhi4pKKM0rAUc0A18X0VZPKfaOaD1r4uooDlPtClFfF1FAcp9pUV8W0UByn2l2poOK+L6KA5T7Sor4tooDlPtKivi2igOU+0waM18WUUD5T7UBp1fFNFAuU+1xThXxNX194N/5Ebw+O/wDZtt/6KWmJqxp3a5IPqMflVFUBDx98Z/Lj+taNwB5YJ7HH5/8A6hVByI3UkcA88cY7/wBfyrjqq0jrou6MudBuOR71U8xreZJ0UM0Zzg9x3H0IJH41q3MPLDpz1x1rNmQgHBPT0rB7nQtUWbmJGCSxkPG6h0YjqD0/z65qtBO1rcRPsJXGxwP4l/xHUH8O9TabLuDWTj1eI+/Vl/8AZh/wL2pbi3wMEDp1IpbhfoW5ACFdCHVhlWHQimoxVgSO+DUMFytrHGkykQPLt3f3GY9T/s9j6dfWrDxuueOcng9apEllGLDr0xTuPXHIxVJH2tnBq0jhv4v1pgKVAHNRFeeD/wDWqxwVBwBTHU5JOTQBF05PGKCeeuMfnQQfQZ/OkAzjFOwACehNPwGHao2X19OlM8zBOSKABowMkdKafm+XFS79wI/OmsoJyD370AQD5W989B+NQyxAgqcbW61YZcDI6Drj04pvB+uO571SJZRS3iZZLa6j8y2mRoZlx95GGD+n649K8ZutBOnapc2MwBltZjEzAYLYP3s+4wfxr3PaOvc/pXnvjiz8rxBFdrgJdQKCR3dPlP6bKrZWRJh2NtexIDBfXUYB4CzH/PpW1a3euxgbb7zB6SoDx+GDUen/APHuOg5zzWzbIMYYHjOc1jJm0RItb1iNQZbW3lA/u5Un+YrRj8QW0gCXdpcQk9W2hwPy/wAKbHCvBA7dCKn+zbh90EnpkYpczKsSpBDdR+ZY3SHg8Kcr/iP88VG809o5SdCgJwpJyD9D/k1A9hDv8yPfBJ/DJGcH/wCvUyX01v8Au71Vlhb/AJaAZH0YU1JCaLEV2jnk9O9WA+7t0qq1kkmGs3Cf7Dcr+B7fy+lRLcvFJ5MqlX64b09fp79KpEs0sjZn9aWC+ubJ3NvKUD43DqDjpkH61FG4brz7UxlyDkg49TiqWhmzqtD1SbUrR1uCDNbvtyBjKMMqT+RH4Vp1l+H9Pa10o3bgiS7cMAe0Yzt/PJP4itSuqOxyyWolFFJVE6C5pKSigAzRmkNJmgkWikzRQO4UUUUBc+IqKKKZYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX194PKt4I8P7Rgf2Zbde5ES5r5Br688Gf8iR4f8A+wbb/wDotaCZG2/MbY64/wDr1lzYLFf4TkfnWsMZ56d6ybhdkp3DAB59q5666m1B7odIu+NGPJYAn/P1FZ1xHjdn1rSiIe3yeSrEcVXnj+9gDFczR0pmHJuSTcpKngqwHKkcgj8a2Q8V/aLOihXzskQfwv3H0xyPb6VnXKBBnHtzRYXQs7kmRcxNgSgDnHZgB3HP4ZpIb7k88arHHkDi4Ug/h/8AWqLSbllAsJzkDC27n6fcP/sp/D0rXvYf3WFwQsiMCOhUkDIPpzWBLCPLOR17H6U2JK6Nd48DIBx2+lNU7W6ZBNNsLs3a+RMxNyBkORzKB1/4Fjr69fWpZIyuOPy5poCZXJ5PNPOOvH1qqj8DnA+nSp0Y8bjyOxpgKyjpx0/Com46H29fepgDjv8AhSHnj07CgCufmPpUbZBAHB61KwwcdOcfWo3IAOfoMUCG7mA5PapA3bPc81Ex5POM+lJnBGFxjJxQBNn5ODx1qInHoaUE4HTGO9I3IwQeOc0IBCfl/wA9K5fxlbGfR45xgNbXCnP+y/yn9dldLnuemcdapanaC90y7tRz58LovscZH/jwWrTJscHYsAm3HQYIz07VsWzEPgZ5GM+nWsWzcO2/sUBPtnFa0RKqD/FnGc+9ZyRpFmzA2TnBwKvquBj/AOtWZbNyMY7ke3WtGPGOh6evSpsVcl4I7EdOaieMFSMAg9R2qfjnByPemuM56UWFcoLG9kx2Z8o9sn5TV3dFe26pModM/Qr7g9QfpSMAw+Y81EIykgIHGM5oTaHa6JIbRoWzFKZAeiE4bn36E59MfStXSdEn1G4WOe3litkIM5kjKbh/cGfXuRwBnuay8nHf6jqPx7VsWnibU7VRHLItwgXgyDDf99Dr+IrWLXUwnF9DsbxgNkakcDOB2HSqhqno002p2F1dS4LrORHjrhQMg/iT+lW88DHTtXXHY5ZaMSiiiqIAnFNzQTTTQFxTSUGkoC4uaM0lFILgTijd7UUcUCR8SUUUUzUKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr678G/8iPoH/YNt/8A0WtfIlfXfg3/AJEfQP8AsG2//otaaJkb2eKzb4bbgNj74zWiOlZ+pdU/3T/Ksa690uj8Q22PLj2zSyxll4xkc/WmWh/efgasn/Vn61ynT1MedByDznpms9/lnGAeePxrYvBwfqf5Csm6++PxqGaIv6fPmNrGQ4SQFYnJ+6Sc7Sewzgj8R3FNuYQU3AYz1BGMHnj2/wDrVSxw3uD/ACrYkJNspJJypz+lUtULZmDICsqkEqQwIYcEehFb1vOLuME485eWUDG4f3h/Udj7VkXf3j9RVnTOLiLH9/8AxqVuU1oW5ISpBxxn0oRjjnqP84qef7jfjVb+7/vD+daElncOnX+tB9cmo46kPSkIjYZyOef1qFgMYHPpxU7cbfw/lUMnQ/WgCNs85qM4Hrg96mf/AFf+fWox0H0/rTAYvGCD3/xp4OR6DFMH3yP89qf/AMsx9BQAxhyTkAdKYW2DeDnZzUjf64j3/rTG6H6mmhM8+lh+xa3eWg/5YzMqj1Uncv8A46wq+gyAV64yCOtU9c48V3OOP3Nv0/3FqzF97Hb5v60pFQ2NK24xgHA9O9asJHv1x61j2/f6j+RrVt/uioLLQII4OeelBHcmlXo31P8AOmsePypkjT7Ac0jDKkj17049Wpndv89qAE+bgZOaQn8/QU49T9BUP8Df57ChAzrfBN+FkutPbO4n7RH7jhW/XH51sSLsmkQdA5ArivD7MPEdlgkZz3/2TXbSf65vrXXSd0cVRajDTSeKcaaelamImaQmikoAKKKSgBc0hNFIaADIoyKSigD/2Q==",
"path": "000453.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000454
|
Men Tshirts
|
{
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",
"path": "000454.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000455
|
Men Tshirts
|
{
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",
"path": "000455.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000456
|
Men Tshirts
|
{
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"path": "000456.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000457
|
Men Tshirts
|
{
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",
"path": "000457.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000458
|
Men Tshirts
|
{
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",
"path": "000458.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000459
|
Men Tshirts
|
{
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",
"path": "000459.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000460
|
Men Tshirts
|
{
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",
"path": "000460.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000461
|
Men Tshirts
|
{
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",
"path": "000461.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000462
|
Men Tshirts
|
{
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ySM4FZ80wJ2qSzdgoqlqutQ2TvEreZKpI2r0H1Nc6dev/ADjJHN5WeMKKilhJSd3oa1MVGKtHVnVtBIbV7hiBGoJwvU1iT65FbttW3LkjqzdKorruoC2Nv5qGMjGNorOkZpWBcDOO1dscPBdDjliZvqaf/CQTgjaoVeu0GumWOYpbMGVzOu4K3GOM9a4QKB1U1tp4muU+z4gjPkDC9eRjFXKhB9CViai6m9PHNE+ZFKHse3505L3GFkOD6isV/GN26FGtYSD1BzVaDV4pZD5yCInuvT8a5qmEutDqpYzueg6bqJtNOu5D88bFEKHoR3q8uk24sBcafkpje8TfeXPP4iubt5lj0OLJRhPMxXnqAMD+dX9NvbqCVZEkYlRgA+npWDqSw9rG3so10ycj2H5UigA9Kh1LUreO9Ato/LEgDOmeA3fHpU0MomjBA57gV6VN88FPueXUg4ScX0Klx/yEbL6t/KrLPg9aguCDqVlx03/yq2UVucc1dyCu75+7xUYd/WrBgyc5prQ4U+wouhFfSs/2dH+P86t4OepqppYxp0PuCf1q2aQwHFUrsn7XZjJ/1hP6Vc/Gqd2c31kP9pv5UAWyfeo5F3xMgOCykZ+tSAUpUdfSgDjf+EKviSfOh5OetRW/hC7uIFlWaIA56124vYccb/8Av2f8KqabdxfY9p38O3RD607sDmP+EKu8j/SIf1pf+EIuv+fmH8jXXi6i/uyf98Gl+1Jn/Vzf98UXA4qTwfcR3EUX2iLMmcHB4xUw8EXX/PzD+Rrprm4T7fZHy5erD7nJ4q6Llf8AnjP/AN8f/XouwON/4Qi4/wCfqL/vk0N4KnVGY3UfAz909q7P7QP+eU3/AHx/9emyTZiceRNyD/APT60XA4y38GyT20cwu0Adc421IPBEn/P2n/fBrpdOmxp0A8iY/J1Cj/GrPnt/z7z/APfI/wAaLgckPBMmebtP++DUS+EC13Lb/alBRQc7Oua7Lz2/595vyFQ6fDNe6/NDFDIGaNSS2MADqTSuFjmB4K5/4/F/74NIljFpSvD5nmEn5jjGa7i7u7DSpAF23cgXB3Eqqn2x3rjb5hcXDydAxztzXHVrc3urY7aNFx95mdOxdz2Hp6VXKKpq22BnHWq7gE8DJ9qmLNmRCNVZSPxzVwkBeOnpUIidQHKMRn0qUup/hYe5BptNiUkhyMGqxExilVxg+x6EdxVQMF5GD9KfHOGJU8Gs2mtUaKSZdXwnZ3o8+O6dVc5C7entUU/hCGKWBBcsfNfb93pxVvTdQNnKNw3Rk/MtdHexwXcFle2PKLcbJI3PIJXj8K6qNa+jOKvQ5feicuPBMP8Az9P/AN80v/CEwDrdSf8AfIrpy1x2SP8AEmkLz90i/M10XOY5n/hC7f8A5+pO5+6KZa+D7a4to5jcyKWHTaPXFdOzThWysPT39Kg0xpP7Ng+WLgd93rQBh/8ACFW3/PzL+QpP+ELtf+fmX8hXTlpAc7YvzaozM/8Adi/8eo1A5b/hErZb1YPPlwYy5OB64qX/AIQ60z/x8S/kK2t7tqy4EX+oP97H3quHzv7sP/j1AHNjwdZ/895f0pJfCFnHE7iaQlQT27CukBmz92H8jUd00os58iLGw9FPpQBo9qztW/5B7n0ZT+oq39o/6ZT/APfH/wBeqOqzZ02XEU3GDkr7j3pAaI6celGabC7SceXIi4yWZcCqt5q1vZKduHk9fSmotgW2UKN7kKPesybVLa1kcwIN7nLP3J6Vi3erTXL7i/HpWe8xPfrVqyEXb/U5bgks/HYVjPMS2etOkYkc1BjmkM0bKY20wmU8gZwKaviS4l1W2cHy40mVsfQ1FavkY7qcVm3sP2e8OB8p+ZazcIuXM1qUpyS5U9C54kgFv4jv41GF80sPoeRWaIye9bnisbtUhuRyLi2jkz77cH9awwT61RIuw0YNGT60BmHpQAvzDsaTn3rpfB3g++8Z309rZSxRNDGZC0mcHsBVjxX4C1XwdbW8+oyW7rO5RBE2ScDJJoA5Aj603FSlh6UkamSVUXqzBR+NAHQapeT6baaPBGQCttvYEcHcc8/hUmmeIUyqynaR69DVPxY4OuvCOkEaRD/gKgViRRmaZUA6n9KzqUo1FaSNqdadN3TOqvLz7TetKp47ZNTWOqS28pwcoTxzWOfkVj0A4UVEXYAYPStIJQSiuhEpOUnJnfW+o214V85F8wDhh1FXNgPKNkdq4G1vGXqa1rbWJIz1yPQ1bsyDqAMHmmyEbGx6GqtpqsM4CycE+9XJIWliZrcxspBwDnNS4AUtLH/Est/9yrOKrafHPFp8CMIwQvIYHNTZm7eV+RqbALiqVzzqNn7bz+lWy0//AEy/I1Sm806pa8x52ufu/SgDQHSmg8j60uZQOsf/AHzTB5pbrH1/u0aAXMn1rP0w4t5B6TOP1rRA6VR04fLcj0negC1TgTS4pcUgKN4cX1gf+mhH/jtXRVG9P+lWR9JsfpV3BoAXNMfnI9qcaRQWYKASTx0yTQBT0k/8SuD6H+Zq4TW54R8BazqthAZITaQc5eYY79hXo2k/DzSNLcTXRa8lHIDjCj8KdgPNtJ8Kavre1ra1YRH/AJayfKo/xrKu4ho/iS9sYpC0wheGR8Y5AzxX0GZlUCOJQqKMBQOBXg3juFbD4ksxVsXDJIMeh4asq0XZWNqNru5w0sgIzknHUdjVb97O22JNx9FFdnpHgs3d20moSCO3DHbGh+Zhnv6V1Q8G6aeLRpIR2GAawp4d9ToniEtjyn+yJFEcl02Azhdi+/vRrdtHpywpbgpkHJPevUbn4dzXaII79V2uH+ZOuO1Z2tfC3U9RaLyr62AXIO4GupU0uhyupJ9TxBriV3O6VyM+ta/hc+draJISyFScMc13S/AzVi4zqloAfRTW3ofwafS79LmXVlfAIKqlXykcxycOm2t5HMZIQrCVlDJxwKzb7w/cwgvbHzUHboa9it/h5Y2qMpvJnLOWOAB1p7+FbG2G5Qz4/vtmpdK5UarR4LFM8b7JFIYcYI5rprC/bTdHDKSZLiYkD2UY5rsPEXh7Tr+PDW4imXhZYxg1xerabc2MNpEqNNDDGcuOuSc5IrCdJq9jpp1lJpM6vQYrDXnETXn2SdjgB1yuaua34X1LQpsXEJaE8rMgyp/GuP8AC0Taj4jsLePO951yB6da+pP3M8HkSorxkY2sMg08O5NPmM8RGMX7p85OvyN/umqdgrf2ZBgfw17b4h+HFhqMDyaZi0ucEBRyjfh2ryu88Oap4chjt9QtmXYMCQcoeexrc5zKJYDmmFSauYBHIpCgx0p3FYzI8/2xg/8APv8A1rRyKqBf+Jy3/XuP/QqtkcUmMQkVDdnNlP8A9cz/ACqU1Xvhiwn/ANw0gNPoKgvJrdIWSYBtw5WnXk6WsIkkbapYDNczqWoiWQyxEMUb5h7VcV1AnvtckYlFOF/ujpWJLOZc7jTroru8wfdbniqhwT9apsQ/ORUTHApVbAIPNRs2TSGNY5poozSjmgB8LBJhnhW4Pse1SX8HnW24cvH+o71Aw3LircMweP3HDCgBdaJn0TRbnr+5aEn3Vv8AA1hLXSXsSt4PUq3Fvd8D0DL/AIiubWpAdRSUtAHvn7PNksdlrGouudzpCv4DJ/nVL9oi+R9T0exQj5ImlI+px/SvPvC3xH1vwhYvaad5DW7uXZJY85b61n+LfF974y1ZNQvo445EiEQWL7uBQBgmtDQbcXOvWUZ6GVSfoOtZ9bfhbEepzXR6W9vJJn/gOB+poAzNWuPtWrXc5P35WI/Op7GDy4jIQQ7/AHfYVBZ2v2qUyyZESnLH1PpWjOwjQucA9FFMCvK+X2DovX603jvUa56nrUg6UwBTg1OkuBUA96d2oAvxXAz1xWra6u9vj95nHaucpytxzRcDu7bVYLxRvO1z0NWDkH2PQjvXFWW4HeWwigk1v6VqQnxGxyp6Z7UNXEajVSlz/a1t/wBc3/pV4kZ6VRkH/E4g9om/pWYy8aav3hS8mjHOOR70wLVUrDAa8HpcN/SpvIl/5+n/AO+RVOyhf7RfD7Q4/ejsPQUAaI56U49Kh8hh/wAvEv6UG3c/8vE350gKt/xJZn/puP5Gr4BY4UEsTgADJNPsfCmpeIbuCCxaZ/LlV5HZvlQetez+G/BOneH4g75urrvNLzj6DtTA890TwFq+rFJJY/slsf45PvEewr0jRPBukaJtdIvPuMcyy8n8B2rfaTAwvAqIyBeSaaQD5pxGuBVR5C4zTZZTI/tTM8VaQhA2Pqa4/wAaaZFLc2uoeWhk2GIuRyOciuuccbveotQs476xeAgEn5kPuKLXYXODs7ITkMxGK3raxijUY6/Wq9nDsZ4iMFTWjGvHSnYTZKkQ9TT9uB94iotg9P1pVQ715PLAdfeiwrjsf7VHl5Oc1q3FvEtu5VVDAdRWNtbPUkUkhkjKpHzD8zVeWBCDjH4VKE9qCvFOwrmPdafbzRkSJnFcte2QRNyLw1dvefLBIR2U4+tZEloTHGgXPAHSmkPmMTwF4at/+EoOreSVNshx6FjwPyr1dX5+lZul6cunWSxBRub5nPqavJkgt3NTZLYbbe5eguM8E81JcQW97A0NxGkkbDBVxnNZykg1YSU460mgOM134YQXBefSZvJc8+S/Kn6HtXnmraJqWivtvrYxDOA7H5T9DXv0c5ourS11K2aC6hjliYYKOM1NhnzEjKdZkO9OIFH3hjrVskf30/77H+Nej678J4Vupb3RnCsybfs0g4POflNefX2m3GnXJt7y1MMo6q6fy9aTAgIH99P++x/jVPUjjT5/mX7mPvA1a8qPH3F/KqepIo06fgdMdB6igDO8UaiGljtkOVj+Zvqa5e6ke3nyh/dyDI/qKfeTtcXMsjEksc5qKdvO09c/ejb9DVdALUU3nWgB6jiogxBK9qr2UmFKmpm65zTAfnFRt1pScUhNACDmlpooY80gH01XMMm8cjow9RSBiKOvBoA3tMaKfStVgIEieWk236HB/Q1izaYXBktCJF6lCfmH+NaPh4lNTkh/hngkTHqcEj+VVI3hlI2yGKQcc8UAZDKyMVdWVh1DDBpcjFbr/aCo8xY7he28c1A8do337J0PqjUWAxyKStbyNO7pcg/WlWCxB+W2mkPX5mxRYDJzk4GcnsK6HRrdoNH1WaYGMPGkQyOTlsnH5UyJ2UkQW0MI7nGT+dXJ5Vt/Du6RmczXX57R/iaAKimNIQxURwoPlX1/+vWfLI9zIXxhR0HtSySvcNl+EHRRTeB0oATFOFNzSZoAk/CjPFMHXrTqAFpVODSA0hOKYFiS42WjgHBPGKdo924vF5wDxWdcP+7/ABqawIhPmDDP2HYfWlcD0S3nSeIMGQMPlYFsc/jUDYOsxjemRC38Y9axtAug87xy4JfkZHetYxp/bCjYvEB7D1pMC/uUdXj/AO/go3pkASRk57OKh8tOyL/3yKkWNcj92v8A3yKQFyqVnxfX4/21P/jtXccVRtsjVL1fXYf0oAvdamtLWa9uorW3UtLKwVQPX/CoRXc/Dy0WO4uNVlQFYQI0JHc9TQlcD0LQtHg0DSo7WMDfjMj92bvVxpnOaa7+bHvU8YqOOXdw3WrSEKXbuajY5p7Co24piGkUg60tIOtMB23IwaSPjMZ6jlfcU8U10LAFThh0NIDGvYBFqQkQYWRefrQqH0q5duFkt5nAwsgDg+h4qxPYmP54/mjP6U0wM8J7UEbWVjnAOasFMVG8eRyDimBUhuHFzP8Avd4l6jbg1aVOKjWFFbcF5qwo4oAYV9qjKZ7VYK0hUjmgDMvVyix/3nAq3p1jvk89x8idAe5pBB9ovolJwoBYmthmEcQVBhR0HrQ2BC+Wfb+dP7U1VwCx+8etLmoAXvTvpTV60vegCRTxUglx3quXxwKbmgC8lxg4qhr/AIes/ENi0E6APglJQPmU9vwqWP8AvVA2oOZmUdOgpWuO54TqNhNpl/NZXC4kifafesjU+LCbPfH8xXrfxP0Bnjh1qBBlBsuMenY15Jqo/wCJfL7lf5ipGcCTkmmqcFkP3XGKU8UjdAasCG1O2QirmMmqKfLcn3q6hBzSAVulR5pzNk00UAOHrSHlqUU3POaAFoHWkp4HFAFvTJhBq9lKegmAP071HfRJb6jcwsoO2Rh+tQFioVx1Q5FXtfH/ABNmmHSdFlH4jn9aAM3zJIyfLkYA+vNOF3PwDtOPUUw80oX1pASG9mz91aGvJj0CD8KjwKNtMAaWaX78hx6DitTUAItK0u36nY0p+rHH8hWZjjHetPXflvo4f+eMEaY/DJ/WgDOLYGOKZmig0AGaWkooAcKWm5pVOBQA4UjdKUU2TpQBWn+4PTNPgJUE+tMn+6o9Saep2gCgDV0uYx3kb56MK64860D/ANO+f1ribRj5oY+tdhbSb9QDeluB+poYGkvvTsgVGO9PUDIO7HtUgO+2Rekv/fBqnHdour3HySnMaH7hz6Vp7j/eqipxrchJ+9Ap/U0ATG7BxtimyeB8ley6Pp39m+GLS2PDsnmSf7xrzTw/YnUtds7XOQ0gLf7o5/pXsF8AqgDpjAq4ITF025ZoShPIyKsROGbj8aybJ9lyV7E1dQ7J8ds1Yi6zEHim7s9aVuaZUgLSgU3NOXrTAcB6UvSkzRuFICpqUIltJSvDBc/UirFldia3jbozKDg9DSygNGR61R00hrPy2+9E7IfzoA02hilPK7G9R0NRPYyH7uGHtTFeWMcHI9DzUgugPvKy/Si4EJsnHOylFq//ADzNWPtg/vEfhSfax/fY07gMFnJ/cAHuaeLSNPmlbcfQU03Cn++aTzCRwuPelcCmGD6xNgYWONUAH51b2Fjub8KqWHz3V1J1zJj8hWgxoAhIxTe9OdsVAXORQBMDSkUxTk1L2zQBGBzS45o70H1pADvsjY+1U9PMcs29zwD+Zp1/JttpDnsaztPJM6KP4eatLQDc1e3XVdLurAj/AFsRAz6184a0skVrNDJHGrpIFblichhX0nA2W3E14V8SrIWWv3igYSSZJF/E1nLQaPIDQeUpCeaVaBlY8Tj3FTKecVHMMSqacnWkBL0pQaD92mjrTAeTxim049KbQAopaaBTqAHdUIrQ1XMunaXc46wmIn3Un+lUBjFaAHneFyDyba6/Rh/9agDJ6UtJS0AKDmigEUmaAJ7WPzbyGP8AvuB+tTaxKJtavGXp5hA+gqTQ0D63a56I28/gCaoSyeZcSv3dif1oAYKU0h4NKaAAdKUUgpR1oASgdaQ9TS0ASCmv0pVNIx5oArS/eT6mlHUU6Xqp+tMHXigC5C21utdXpZkkcyxFC3lgYbPSuSjbArpNBuMSID3yKfQDc/0sDpB/49SZugR/qcZ54NWWPaoycMPrUAW1TAyTk1RJI1vr1t//AGatFSCOKz5VxrcZAPMDD8iKAPRvhpYB7+6v2HES7FPua7295xzWJ8P7L7P4YSQjDXDs/wCHatu79a0iIzj+7mRvetDP70Ed6pSLkVZifdHGfQimxF3NHamnrSg0gFAp4FNFPFMBp603POKc1MpAKeRVG0Pl6heRe4f8x/jV3NZ5/d62h7SxFfxBz/WgDRzSUmeaMn0oAXGaNtGaXdQMNooyAKMioZn8uCRv7qk/pQBX0pi0Uj/35Gb9a0CciqOmJssoR7Z/OrpoERSe1RVM9RGgB6niplxtqBTUydKACkOcUp60dqbAzNSbFqxPqKr6SuS7+2KdrD4syM/xCl0Y/uXNWvhEbMZAGAK8u+MlkF/s6+A++6xN+ByK9PizjpXIfFOy+1eDfOPW2uI5foM81nLYpHy7mnDim96eKQyK4/gPvQnWkuPur7Glj+7SAeTSqKb3qRRxQA1ielWtLuY7PU7e4ljWSONwWVhuBHfiqjnmkBoA65vEen7rRo7ZUaIOXxGMMey/Tua1/CFxpur+KvDdo8McjrOfOTy8IQV6HPU5rzvvXX/DH/ko2i/9d/6GgDqNe+IB0/V9QsI/CmkeTBM8SyGEg4BwDWF4Zjik8IeJp5IlbKgjj7pOSKv+N/iBql9e6xoklvZC2894t6wAPgN60fDsQ3vh7xLphw08sKvGvc4yOPzoA5v4eww3XjzR4biNZInnAZGGQePSrt1rEPhb4jaxcJpdrdxJcSxrBOPkAz7Vb+GfhzVT8QNPmeynihtJDJNJIhUKAD3Nc14suIrvxbq88LBo5LqRlYdxmkB6r418T2OleG9Ikg8M6Xv1eyMjtsx5RIx8tcvp+m2k1rb5it2YxKSGK4z/AJ7U/wCJPHhfwV/2Dv8ACqI1c6dodrcyaTMsEqhYpnUbHIHOD9aAHnUNKdr8R24jlt4X3OsQGP4ePzrnLTxE1rbpEbG2mCcBnXk10D6gmteHdTax0+QTKiiQqo+7nJP0GK5PStC1TW2kTTLCa7aMZcRDO3NAFuXxG80UsRsLUCRcZUYK+4rGJ4rX1Hwp4g0q38++0i7giHV3j4H+FY/agAU808Vb/sbUl0sambKb7CTgXG35c9KqCmA09aM8040wUASDpSHrQOaR+DQBHNxs+ppi9adOfufjTBxSAsA5GK1NLn8qTJ7EGsmPpVy3JVs00B34IdVYdxmmlQxwehqvY3MT2UReRAcYOWANSNdQR5Pmp8ozjcKkCddOj7yzfhIarPpkb6zaRK0xMiOv3zz0/wAa0raeO6t0niYMjdxV7w/Z/bfHGjRkZQM7N9AAf8KEB7VpFkmm6TaWaZ2wxKvP0pLsDFXDzVS5HBrUkpMKbat+7Ze6t/WpO1QRNtuinZsEUwNPPzYp1M/jp9SA9eak7VGv3qkoAjamVma5qF9YPALS2SZXDliScggZ6fnWcmt6k9vHL5EC5tjK4fKbTnC9emfSgDpRWfffJcW0v92TBPsa43W/G+t21/olho+mQXV1qUDSbJWKYIPb8qvaZfeLr6SVNd0a2s7dU3LJDNvJYEYFK4HZUma5bwb4pn8TPqwlgjiFldGBdpOWAHU1Jf8AiWe08eaZoCwIYry2eZpCTuUqcYxTuB0pNNzXn3jfxf4p8MSz3MGi20ulRsircPIQSW9vrWhpGv8AiJ9Klu9b0qCzO5PJ2uW3AjPSlcZ2QPvVXUW22Eg/vYX8zXPDxRclsC2hJHONzc/pU7arcajahYoVFx5gKxnIGAM9SPWncDpIE2RqvoAKlrAiutfZsNZQKPUua0tNlvZbdjfQpFMDjahyMUCLTVERUrVG1IAWp4zVcdanj5poBW60hOFpz9KY3KGmwMPW2/cKv956l0cYtWJ7tVPXpNvkLnqxP6Vf0hf+Jeh9ea0XwiNSLGM1BrNql9oV7bld2+JuPwz/AEqZewBxUwGQVPcYNZsZ8V08cCmUbtqVJRHOfkNKn3BUch3KalThBSAcoBqTtTUpSeKAI260KKDQtIB1XdK1O60jUodQsZPLuYDuRtucHpVKrmnXFvbXfmXNsJ49pGw+vrTAZd3ct9ez3c7bppmLucdWJyam0m8mstYtJ4ZWjZZVBYemea2ote0RSu7w/G+PV8fhWjay2GoRfaLfwzD5aFjv83GMYJz+dAEHiP4geKZprzS5NUdbZXaMqgCkqPUiuL6CvTL2yjuLh7r+xLW4DgSbjIAxBA4P4nrXEeI4Ps2syxCzS0KouYkbcBx1z70gOy+JJ/4pfwX/ANg7/CpfFn/JG/CP/XWWoviT/wAiv4K/7B3+FXdNtovHnw0stDtby3g1XS52ZYZnCCRD6E0AJ8O7WMeCvEc5H7w2cpH0xiovhTcz2nh3xhcW0jRTR2SlHU8qeeRWpbpaeBvAWqw6jdQnUZ7Y2cdvG+4liSS369awvhrLHH4V8Zh3VS1gAASASeeKAOk8AT+Mp9RmfxM102gtauZ2vcbMEcEZ714+1uLrV2trRSwlm2RAe5wK9J8OeI4/Gvh3/hENcv3trpF/0G6L4Vj2R/Wqfw+8LNY/EYprJjSLSla4kYsNrYHGD3oA9MCWflr8M5LfETaYMTbDgT43V873tnNp9/cWdwpWWCQxsD7HFei3Pxr8Rf2xLNCln9n847P3I3bAeBu+lQfFixtLq8sPE+nshttVhV5FUg7ZQOcjtmmgPOT0qMdaeaZnmgCRetEoyBSKae3KUAV5vup+NMWpJ/uJ9TUS9aQE8YJPtVqMYYCq0fAqzEcMDTQHVaVHDNakPCjFDjJFXmsoJFIEKAkYHFZOhTbp5IzxnoPpXRjcMFQCV5GfWpe4HO6LNPol+1jd5EE3zRsVxzXrvw8sll1ua8Kj9xFtB/3v/wBVeV63b3+pWuXjLNCS+4MMhj1AH9K9a+DYkm8JS3U4bzGm8rcwwSF/+vVJagekdarXI4NWfQioZx8lWSZ/aq0h23EL9g2D+NWTUEy7sD3H86pAaPWTNSDrUY+9UuPepAcvWpD0piilJxQAxwG6gH60zapBBUEHggjrTmpoxSA8u8erqn/CyvDI0UwLfeRJ5fnj5B1rs9Bj8RPYTr4jaza4LER/ZR8u3Hf3zUeqeGpb/wAa6Pry3CpHYRujREEls+hroT3BpDOE8AWq2WqeJoARk3qygezLVfWWDfGvQACCyWEpYD3NTaj4V1SfxHdaloetHTrlgscqNHvSRexI9RV3wz4Lk0vWJ9c1XUn1LVpU8vziuFRfRRQBT+LZx8Pbkf8ATeH/ANCrZ1ONpPDlmqW5nO2M7eePl68VjfFwf8W+uf8ArvD/AOhVa8aXlxp/wxvLq0meG4jtIyrocMOFoApWQ1DTZ/tcGm4ZgVYlnbtnoa6DTLu71C4ie8h8l4wfk2kfzqz4dmkuPDumTTO0kklujOx6k4rH8GfaZLW8uLu4eWVriTbvOSqZOBQB1yKSO9KDjivHPCGha54vtL7UH8WalamO8khWOMggAE4rqvAur6o+r634e1W7F7LpcihLrGC6nsfegDuTz05qM8VxHxO1m/s9MsNI0eZotT1O4EUTocEKOSfb0qX4b6/ca14ee21By2p2ErW9xu6kjofxFAHY1LH1qM09DzimSTdqiPepc5FRtxTGcn4lbbPB7A1uaT/yDLf/AHaw/Fh23EH+6f51t6Z8um249EFaP4EIvoPm+tTLwTVUMwOamRs9agZ8X5oP3SKQ9aDWbKIG6GrIHyiqrVbX7opAKopT0oFIaYEZ60qmkNKtIB4pabTu1MBRUguZ4oikcsiIeoViKiob7poA2NRuZ20nS7lJZFJjaJ8MeoPH6YrDkkd2LOxY+pOTWsP3/hRxnm3uQfwYY/pWOeaQHpPxJOPC/gr/ALB3+FedxlxIPLcqxOAQcGvQ/iV/yK3gr/sHf4Vj+EZLRoGtpp7ZJHmyqSR5ZgRQBi+InZtYeNmJ8mNYuT3C81mxu6KQrsobggHGa9Hk1bSppi0t1p6gnc2+HJ4yMVCNY02KOcC9sHO3eiiLgn06e1AHnuSpypwRzkUv2icksZpCSME7jyK6KbxjcOQRYWaHOTtjHPGKxdT1FtTuRO8McRCgbYxgUAVVNS+a7RiMuxQdFLHA/CoQcU8GmAEZpjdakNRt1oActSH7hqJTUvVaAIJ/uL9TUQ61LP8AdQehNRL1pMCxGKsR9QKgWp4zTA1tMk8nUUOeCefxrr4TunjXHVgOfrXCwuUuFfPQg13Fp50k1uw8oAsp6H2pMD0YeHNNFt5X2dRu+bhuSevWuv8ADthFp2iQwxQ+SrZcp6EnJrmL+w0i5u1+1XqrcOqqIxPtPHOAM13ES7IY1HQLiriIlpkozG1LntTm5iP0qhGU3eoz1X6inueTUOeR9aYjRTlqmPAqOI5NSmkMcvSkalFI3SkBGx5pBzQ9Kv3aQGVqF/qlvcFLPThPHtGH3Y+tZsms+IgV/wCKfGDnJ83pXT9qY6hoyD0YYNAzlU1TUleSVtPjiuWUDy3k+V8H1z6VYttb1eS4jRtKiCM+1mE2do9RzzRNoNlbTxXH7yTLqjb3z8uCB/Op4vDGmwXKTRpJvR96jecAjikBgfF//kn9zj/n4h/9Cq34zs5r74YX0EC75GslKgDJOADVX4unPw+uT/08Q/8AoVdhYLnS7UEZBgTj/gIoA5zwl4h0qfwdpswvbdRHAiOGcBlYcYx1zT/CG6STWJQpW3+1bIfcKMEj8ar3vw88L/aX1EaYiXAbzBtYhS2euOldVawJDEkUaqqgdBQB4/4Z0XV9X+H+qf2HqM9pewanO6CJtolGeVP9K674YHRl0m4S0WZNV8z/AImK3LZm8wcZPtXWaPodhoFtLb6dD5UUspmcbicsepqBvDOlHXhra2/l3+3a0sbFd49/WgDzTV4Nb8YfE+5l0G7ggGhxiNZZl3LvPXHvUWlQ614E+IsE+u3UM0Ou5jlliG1fMHTI9f8AGvU9H8P6doP2o6fB5ZupDLK24kux+tM1vQNO8QW8cGpQeakUgljIOCreoNAGlTl+9TUQIioOigAZpw600ImWmPxTl4pH6e9UByHjDJntgOpUj9a6CzXbaxKOgUfyrn/FeW1LT1PRv8a6S3XCAVcvhETNyOKfGOM9KbzT16VmM+Lj1opx4NMqGUV261cXkCqTff8Axq6o+UUgHe1IRxS005pgMpV60GkpAPp1NFL2pgLQehpKUUAaWj4nsNVtj1aDzFHupzWP2rW8Ouq63CjY2zBomz6MCKzJE8uV4yPusQRQB6L8Sv8AkV/BX/YO/wAK43w/hdSecjiGCST/AMdwP5iodS1zUdVtrK3vbhpYrOPyoFI+4vpUumjytI1S49UWFT7sc/yFIDLJLZJ6nmgUUUAKabS0negBR1p4pgOKevSmAtRt1qQ1G3WgBVFSr0NRKakUUICC46Lx3NRr1qW6GAv41Ch5pAWVqeLgmoFFTx/epgTbjkE12+mP52nwHftJXG/+771wpPPNdd4flSXSyjHhSQfpQwOhOieHpdV0e3sJXu9Te8jZ5TKXIVTli1e+YAGAa8B+Fl3v8ZrZWdpGlsA8krFdzEjgHd269K99XpVIQcUp+4RTT1o7UxGTLwzVAG5x7ip5/wDWvVQNhl+oqkBtW/OTU5GSahgPy1NSAUdKa9Ppj0mBGelIp/KlPSo880gJCR0pD0pu7Jpe1AFS+TzLOXHUDcPwNTRMHjRx0K5pXUMjKehGKg09s2qqTzGdtIZyXxdP/Fu7n/r4h/8AQq6+2Zl0eFk2hhbqQT2O0YNcf8XT/wAW8uv+viH/ANCrsrAA6Za/9cU/9BFAHGjxHeTW8zPcwtGMKh8orh88Z9RRD4mv/M2PfWuQAu5Yed2Pfjk11bRRPeqgjQKiliNoxVpLeAZxDF/3wKAOY07UPEWpxyPaXlmyRsUbfFg57VqwxeIFuojPcWzwH/WKq4I+lbCxoinairn0GKWgANRipD0plMAxSjrRRQIeOTSt05popx7elMDkvEg3a9pKepJ/Wujh+51rC11A3irS19I3P61uRghcVctUhdSYEnvT85HSmL0p/b3qBnxiwwaZU064bNQVDKK0nEn41dBwoqnMMTVbFCAeDTSaUdKSgBlFBoHWkA8U6m0uaYC0d6TNGaAHW0zW95DKOqOGH4GrWvwiDXbsKMKz71+h5FUG6mtXXczR6def89rZQx/2l+U/ypAZFazfufCkY73F0W/BRj+ZrJJ4rW1c+TY6Xaj+C38xh7sc/wAqAMqgUUZ4oASiiigBRUi0zAGKeKYC1G3WpKjbrQAL1qYVCtSihAQXZJCfjUMf3qmu/up+NQx/epMC0tTR/eqJOBUinkU0Arn5jz3rf8OToqXELEgEDgAn2rAPGcVseGZQmpbM/fUihgeyfCzSYLOe8lhjAARVBxySTzXqINcb8PYPL0WWXHMsvX6CuxFUthMUjvSU7FNPSmIybk4lfNUN372MerD+dXrziZ/pWWT+/j/3h/OrQHSxAhRUopnRBTlqQH9qa1OprUmAxulRHrUrVE3WkgCndqaOtL2oAbVS1+S6uI/9oOPp3q3VOX93qUT9nUof50AVPE3h+HxPokmlzzSQxO6OWQAnKnPeteGMQQRxA5CIFz9Bik96R5NqknoBmgZBb/PcTv8A7W0fhVxKq2AIt9x6sSx/GradKAHGk70p6U3NAC0w9acelNHWgQo60tJ3oPFADqeKYvSnA1QGFqke/wATWL/3Ldz+taiVU1Bf+JtA/wD0xI/WraGmwJl9qd2pq0p6VCA+Pp4C0e4Cs/GCRWrbyhl2tUV1ZJjfG2PUVLKMif8A1i/SrS1WuPvr7cVZFADugpKcfu02gBpoHWg9aQdaQD6KKWmAUg60tFAxrferVm/0jwnA+Mta3DIfYNyP1BrKcc1q6T+/0rVbTuYhMo91PNIRkxoZJUjHJZgAPc1peImB1qaJekIWIf8AAQBUWgRifXbRSMqJN7fRRk1VvJvtF9cTnrJIzfmaAIqKWjFACUUtKBTAO1OWkpyigBccVGfSpKjPWgBQMVItRin5xQBFeDiP8agj+9U14eI/xqGM8ikwLS1IpHHFMUDAp4ODTAc3HarmjPt1aHkgE7fzFUnbIFTWL7L+Fs8hx/OmB9Q+B7cW3hW0QMx3FnBY5PJrpV61i+FwV8NWA/6Yg1sK2aroSTjBHSoyMHFPWggYzQBkaguJCfUVlumGjPo4/nWzqCZCtWYV3bf94fzq0I3z2pRR3H0oHWkMd2pp606mGpYCNUTdalbpUZpAJSikooAQ1Tv+ESUdY3Dfh0NXOlV7lRJEyn+IEUATBhj2qvdvtt3x1Py/maZay77ZGPXGD9abO2+aKPPVsn6CgC7Cu2ML6DFTJ0qNQdoqZR8tAAabSmjvQAh6U2nngUygBR1pWoA4opgApw603pThTQGfqHN5Af8AYP8AOpUOKg1A/wClw/7p/nUsZpsC2nIobpSIeKG6cdTSA+O0JXBHWmTTM3GaUnCZ6VXZsmsyiCbqPrVpOlVX5cfWrdAAaZTs0hoAbRRQOtIB4pRSUtMA70vekooAQqzMAoJYnAA6k16X4Q+HM32carqlytrA8bLtP8SsvB/Mn8q4XRvJGt2JuADF5y792cYz7c17Lrtlf+NPGMfhe0uGtLCK3Wdpk43A4/8A1UmBkwfDvRoZZZdI1Pzrgxusan3XAxnvnNeVavot7oV89pfRbZR/EOVP0PevX9c+HN14Jij1Ky1qa5gQ4eKY4bPqDWb4/wBmt+AdO1eQD7RC/lhyTkjPIx0NIDyQUpPFJRTAKUEGkpQKAFpymmmlWmBJjjmomqXPGMVE33qABelO7U2nDpmgCG6+6n41EgqW5+6n1NNgUswAGaAJ0+6KXNDr5QwajVhQBN2og3C7ix1LD+dIHHrUtliTU7UdjMg/UUAfXumxrBpFlEoAKQICPwqyPYUxMJFGB/cX+VPVhn2qySZDink5FMUKelSAHOKAKV4m6E+3NZEf38eh/rW9MAVYc+lYP+ruWU+oq4gbtAoNKOeaQC44pjU/FNNSwEPSojUp6VGaQDKKWkoAKrTttWrQrJ1e4FpbvI7bVHJY9gKTdhkMExjklj4A3ZX8akhcvesSc7FwPxryO9+I17Neyrp1jNLAhILxxF/1ro/CHjldQuVguUCtJ1HQg/41N2Ox6en3RU69KroAyqVPBqxVkiHigUGigAbpTKe33aZ3oAetKaSiqAD0FOXpSdqQGgDN1U7buD/dP86ki+ZRVTWpNl1b+6n+dTWrZVTT6AaC8DFKOuaQUOdqZNID42Pzx7fxqHGDU0J+bBqN+GNZFEDffH1qyTxVRm/eD61aHNABSigUGmAw9aUdaU9aO9IB1KKTtSimAUtJRmgAZihVlJBByCO1eheFvHM1tqVnqPmxrqNtH5TiZiEni9Gbs3pXncnQVHSA+jvEPjGfxLoz6fHo/wBlaRAzzzyKVRcZJGPavNfHHiKzOj2nh/TpRLDAP3ko6Oev4is60lla5tCXYq2kycZ9ARXHLyKACgUGkoAVutANJTh0oAWlXikpRTAkqJj81SDpUbDnNAAKeOlMFO7UANCJJKqSNgHoferkVsLItI+GAHFZlwxBXmrEl08sSqx4AxQBHNNvck1GGNGMmnbBSATdWnpEJOo2rn/nsn8xVSGDcQSOPStWxAF/bAcfvU/mKaA+sQcwp/uj+VNVyrZpsbFY07jaP5U4gHkVTZJaidGHXmrKqWXKkEissEqeKtRSkoVX7xpgWJHVkKnAbPJFYN+my+QgcMRWgSVJDdapXwLPC2ejgfrTiBqEZx9KevSk70ooAU9KYae1MNJgIajbrUnao2pANpKWjFABWF4q0+TUtBu7eFcytGwUDjtW5SHNJq4zl/humlf8Ijb2kQjgvrcGO6jbAfeDySD1BritZ0u3l+KcEWmsj4HmXXk/dU+nHHpXc+IPD+l3pW4mtFEzOAzoShIPuKn8NaNp2nWxNtaIjFjuIGSefU0mrgbdmjJbxh+DVmm5yelPNNaCGmiijvTAXHHNM7089KZ3oAdQvNGKBxVAOI4pnennkU0cHikgOe8TP5dzac9VP86sae+6Jar+JbVrq+slXghST+daOnWRWMgjIFWvhAtk9AKc48xkhzz1NSpGkUZkl69lqoZSJWkBwTWYHxwrYYGicFGIzkEZBpp4p8g3WwYdVPP0NQUVMZYGri9KqY5B96tr0FMBQKKWkoAbQKUigUgFpaSlpgLSUtJQA2ToKjNSP0qPGaQHZ6bl7nTAf49MmX9GrjxXfWFh5R06QiVTBbSQjKjEu4HlfYZrgZEMcrqezEUAJRRRQAGlHSm05aYC0DrQaUUAPHSmOKcOlNagBB0pw6U0U5etAFS56inL90Ul398D3pQeKQCj2q/BGm35gDWfnmrkT5jpoC6uBwBgdqltnH9oWoHXzk/mKomfCYptjNnVrTJz++T/ANCFMD67QEQpn+6P5U4cVZMOYI2xxsH8qh24NBIdadG2yQN6UoXNIRimBPeqAEkTkMOtZVy3zxj/AGh/OtNG3wvEx6jK+xrEuGYXEa/7Y/nVxA3zyaVeKDRikAGmmnnpTDSYCUxqf2pp6UgI6KD1ooAKbjmnUh60AZ+pqPs65/vrUmmAC2J/2j/OotVcra5wThgfy60mlTrJZ7l+6TkUhmsvLGnmolPNSmmISikPNAFACnpTKc3Sm96AHUd6XHFFUAo6UnQ5pRSN1qUBnaku+/tT/sn+dacMgtbfPBZugqjcru1CD0CH+dTtH5x+9g1fQCOaV5GJY5NVGyTirZtJh3GKlg092bLDj1NToB8dXFqUy652+lQwsAWRvusMVsyXESwb3A57VjSyJuJUYqGURJCWnMRIBGefpzUw6VWkbMqMDgnjNWR92kAGkpaQ0wEPNAopRSAO9OptLTAUUtIKXFADXqM1K/FR0gOyt7u8mGkQkDH2d2OB1YLxn8AtcfKHWdxJ98Md3PfNdfowml/sNolLbxNHjy8gkA/nxXIzEm4kJ67jSAZRRRTAKBQaWgBRS0g60ZpgSLTX4pV60j0AMBp1N704daAJJNPe4t5rhWUCEAkdyDWduPQV0Vod2kaivpED+tc9E3zA9qTAngiLsC3A71JPOithBgdgKgaUtkLwKj8onk0APZ2fvU2nsE1G2duiyqT9ARUKxknitPTNOknvrcEYQyLnPpkUAfZOl39pf2EEkLqytGpH5Vaeyjk6cH1FcZHBJZxx+QxQBQNvbpWtZa9LCQtwhI9RV2Juax0+QH5SDSjT2PLEAU+LVYJhlaiuZbpwSqYQDOaWo9BHggg+bdlu2DXOXvyXyr/00HJ9M1qJc7zhsVh6/MkN0ksn3SUA+pIrSOgjqcZp2Kav3c06gBD0php7dKZUsBKaTin0xqQDD1pKcabQAUhpaD0oAwPEzf6Eib9hkcICDjrUfhUBdPaPdu2ysM5z3qHxpatLY2sqtgx3SH8Ceak8HxMllcF+pnb8s8VPUfQ6ZRUp7VGByKkNUITtRRSigBrU3vTmpBTAdRRRQAtIaOgpKYFebAu42P8AzzP86jNxuY7OtVtYu/sxQk4JUj9ar6UzzAyt0PSnbS4Gql0y8nrV6HUNww+PriqsMAclmOEFRXM8MY2xjj1qWB8cSlnTg8DtVbOQanDAGo5UwcjoazKIw2do96udqqQQvLIQoztBJPsKtYoAdQOaOgoFMBCMUmacTxTBSAfRSCnCmAUuaKKAEfpUdSHpUdIDbsNfFlBpqbGJs5ZXJHfeMViM252b1JNKBxSd6ACij+OlxQAlKKSlWgBcUhp1FMByGh+lC0P0oAjHWn0wU7vSA0bJ1TT9RLNgNCAPrmsEHC4FW7lmESqDgHOQKqhaAHJ0qaNQ7AUkcDsM5wPrVgPFCD3agCVYkiwRyauWN066jagHP71B+orIa7qSxuh/aVqQDxMn8xTA+wViDQx7l/hH8qYbdCelWrO7jureNJAFkCD8eKHj2sRVaklYRBB8vFTxXk8Q2kll9DSEUY4zmncBrW8cnzwkq/8AdPeuD8d3M8Wq6HGDtjeYiQe4xiu+XORzXE/Em0lY6NfIPkiusSkdsjii4HoMRzGv0FPpkX+pT/dH8qeOtMBrUwU9qYOtJgLTTTqQ0gIzSU5qSgBKSlpcUAV7q1FzbhCM/MD+VJZ2wgRlHdiauY4pO1FgEUYNPoWloAbSjrSUoHNADWoFKetHen0AXFJS0hpAFFHNFMDkPGVwY7m1XsVJ/Wtnw/Jb3GkQypyyjaw9657xpFLc6pZwQqWdlIAHXrW54f0l9H08xvLvkkO9vQfStH8KEa9w7sgSMfKOtUTAxPTFXgxU5H61PFJGzAugz61mM+KHQqemDQrAjaasSzAqD5ecdxVcyxnomDWZRrabZNFo9/csv3l2p9O9Zi9K3dLn87w9exE/cGQPrWIBxQgFNApc0g602AEZpg61Lio8fNSAcKKUUYpgApTRTlAIoATtUR61MRioyOaAACmnrUh6VGQc0AJRRSikAlOWm4pw6UALRRRTActD/doFK33aAIhTx1FNFKOtICO9A8pSPWq0Q3HnpVm7/wBUB71GnyrQA8scYqI04bicAE1LHZXEx4XA9+KAKxUYq5pVq0l9DKQRGjqxJ9jVmOxtoPmuJPMYfwL0/OnDUN9xFFGgSPeBj8aYH1bbjNjBMhy5jVgfwq1Df/KFnQhv71Mto8abbqOgiXH5UGAt6VSJLo8uVfkYZo+zk5+YADqapJalTkZFTBpU46j0NADjLbxnG/cawfGN1bnw5OrkAblK59c10KJLMu14kK98LivLfijPNBNp1mMpE1yOP7wxT0sB6rbtutYTn+AfyqZarWY/0KD/AK5r/KrANACNTB1pxNIKQC0hpaKAIzSU4ikxTAQDmnUYopgPXpSbaVacRk1IDQKDxTiMU2gBDS0UlACd6QHmlNFMBaQ9Kdim0gDNO4JphoU84qgMee1VvEH2xgSY4PLQe5NXgXY8DFVJ71IdVaHILbA2D9a0WkKxjaozigCEo56saFGzkufzpjSOw54+lREEg8GgR8drIV6GghZOnyv+hqx9liUZaTaKaPsy9DurIst6RIVg1CI/xQk/lVZelWtPiEkl24Hy/Zzkiqq+1AC0ooNApgKajP3qeTxTO9ADxS0g6UtABSg80lKBQAp5pCKWjigBDTDTmJppoAaaOlB60DpQAHilFIetKKAFooooAcKVvu02nj7pzQBDmlB5oA9aQ0gC5AMIPoarxzKDgjitrR7aK61CGGdA8bZyp+lZmoxW0eoTLbBlhVsKGoAetyqD5SooN3u4Lkiqg/2Up21upNAD3lBHWm2+43MZ/wBsY/Om7Mmr2mRj+0LYnGBKpOfqKJAfX3hG4j1jwxZTyRlZVQRyA8HK961m08qSUOR6Gsnwzf280UgimjZUVSQhBxmt43iKeCTU05uSuOUeV2KDQMvBGKiKAdTV+S/j6Fc1We8jP3YBWpJG9wIYT2A64ryj4ruk0+jyqf8Altg16o0queYlA9K8l+LVu0Nzp06DbCzrgZ4Dbv8ACjoB61Z8WUH/AFzX+VTgVWs23WNufWNf5VaH3aYEZ60g60McGgUhDqKQUtADTSUppKaAWkpaB1pgOWnikFO7UkAjHios040m3FIAPrRR1FFABQKKBSAdTTS0h60wGNSrQ3BpRjHFUB594jmnHjW2jtgxZowpx6Z613HzFR8pPHauM1V5R40ZYnEbmEfvCPujvXS215MIVcSM6EdSlCQFzy3I4WgQS+hpo1SLGHYg/wC7SNqOf9UjP+lOzA+OCcjBNJ5Yfp1oxQpxisSjpdMsfsmiXEj48yaMn6DFYCdK6jTnaTQHL/wow/DBrll6UIB/U0tItO6imAhptK1NA5oAeKWgCjFABSjpSUooAMUuKMUUwGk802nNTSOaQDDSikPWlFIBD1pwpvenigAoopaYAKd2ptOHSgCOkPWlFLQBoaPL5N4JMfcR2H5Vj53uztySc1raYheSc/3YHP6YrLVcLSAM4FIaXBNSLESQOpoAYoq7pxAvrcYzmVR+op0entIv3gp96dYQNHq9skgwBKpz2IzRPYcfiPqvw/CkcLtHGi5VQdigZ49q1trn+FvyrnNMvmtkjljb926DP+NdbYX/ANptkeRcE9M1hhpKUbLoa1otSu+pWEDsfun8qSSPylyxx7Vemudp2Rrlvaqz2ssh3yHJNdJgUSGb5u1ec/FjI0O2WQhh9oUrntg816ytsqpgjqK8u+L1k76BDcpnbBMAw+pHNPoB6Bp2Tplp/wBcU/lV0DC81Bp0eNOtR6RJ/KrEn3cU0BCeTQKKBQId3ooFLSAaaSlPWkpoApR1pKcBzSAevSlJoAxSGmAzvTiARTc80E8UgG0pooPSgBM0opKcKQBTTxTqaTxTAQjNHSlFBHFO4Hnmtqj/ABAgUn/llzz19q7CBj5Y42jsBXBeIYrmb4h7bcEP8mD6DHJrtNPsodPUmSd5JD1Z2z+QpxBmg8abQXA+lM68Khx7CkNzGT8qO+fanCaVj9zaKYHyTPp3ljIYFfp0qjJHsbb1roj/AKsq3OeKybmzlEm5VyKyaKNfTJCfD9yNx+VW4/CudX7tb1irJol6rcHB/lWCo4pASLT6jFPOcUwGGkpaTvSAetKaRaU0wEpaTFKKAFFBpR1pDzQA003NOppoAZSilxSUgEpwpMUo4pgOooooAKUc00mlU8igBh4JFJT5B81MoAvWEhjS6wcEwMKqwQGQdcUsMm0up/iQqP0p6DbwOKAJlgjQAfeNWRtVRhQDUUSFhk0si8cUwFNxgkY5qbTBJd3+1sqEUsMetUCSG5zW3oa/8fEjZ4TApT2HH4j3DRZ4BoVoslxFuEIDBnAORXfWXlyWyGHDZUYOeAK4LQ7HTrrRbOb7JA26IHJjGa7PStogjRQAFG3A9q8/CTSnJI7MTF2TZsxQpHyTlvWpeDUSZxwvFPXrXonCKUBFcp4z0ddV8OX9qRy0e5fYjn+ldaMmoLuBZ7aRG7qR+YoTAoWCkabaluvlID9cU+SnQDbZwr6IBTJOtMCOiikzTEPFLTQadmkA09aSg9aUUAJTx1ptOHWgBw6UhNO7CmE0wEIzRilFB9qQDR1paSigApRSUopAJ0pD0zSk0xqYChqXOaYOKVDlqAOTumji8fkMmfOtgC393BrqYrSP+4CaxJLQv42kuCPkS2VfzNdTAmAPU1WyAjS3AGAtSLaZPQCrS0/NTcdj4gOv5GPs3/j/AP8AWoGvkf8ALtn/AIH/APWrGoqbsq5uDxFi3miNoD5g6iTGOPpWYLvA+5+tVqKQi0LzBz5efxpft3/TP9aqUUAWvtnP+r/Wj7Z/0z/WqtFAFsXuP+Wf60fbf+mf61UooAufbuf9X+tH24H/AJZf+Pf/AFqp0UAXBfj/AJ5f+Pf/AFqPt3/TL/x7/wCtVOigC4b4f88v/Hv/AK1NN5n/AJZ/rVWigCz9r/2P1oF3j+D9arUUAWTd8/c/WrSHcob1GazK1IceSnA+6KAFooAPNOAzTAYw4oBxTytIVxQA8gOue4qAj5qlUhetNkI6gUAMgXdcA46etaKwFjyoI9qdoVsLy5kjPygLuzj3rek0h/4JV/EUAY6gKoAUfnTWOOdg/Or0+lSxMmWQ+Y20YqKXR7xfuqCPrQBQdlYcqa3dIQJpMjk/eyayDpN8f+WL1tJb3EGmiINGu1DkbeelDHH4jvPhh4kjurFtJndRPDzHk/eX0r06ych3UcHhga+aIra70aSC9t5CLkNuBjr3Hwt4oTVNJhupGSK4A2SpIQOR6V5vL7KrzrY9WtD2kNHqd9BcyJwxyPSrAvewXmuG8R+K5tK0Sa8s3tHuFKgKSCDkgevvXBXnj7xJc5C3awKe0KAfrXfCopq6PLnBxdme9C6bGWXaB3JwKzdS8WaHpMZa91GCMgcoG3N+Qr56utZ1W8/4+L+6k9mkOPyzWZdBzbTE5PyHk/Sr1JPp63uo7m1jmiIKMu5SO4NI1c54GuTc+DtMZ/vfZ1yT9K6IZPaqENJApueaVgcnAoCMRzQIcM4pw6U3afSlAbHSgBD1paToeadQAlKOtFOU+woAM0mM5p5I44/Gm5w+CKAALgdaaaeyj+E0zYfUUAJ2oPSl2+9BHFACUq9KTtSr0pANPFGCwwBzSOTjOKVDjBpgNMbjtTgm3BPWpg/FQyuQuTQAyC3EmozOFLEBV/StVFK9VxXm+t+Orvw/q721tawyKUDEuTnNQQ/FucH/AEjS0I9UkP8AWk2Ox6lR+Brgrb4raVJgS2dzGT16ECukh8U6TMist2mGGQdwoA+IaKKKkYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXUWXh68ubOCaNotkkYIDfSiigCyPC97nmSL8zTh4Wv84LxfnRRQBW/sK+eSRIhGxRtpy2KePDeqsP8AVxD/AIGKKKYAvhfUWPJhH40J4buPtq28ssakoXyo7UUUAb2maNHpjyOkjOzcc1oDIoooAp3v+ttB6y/0NWSvNFFIBCKhuhm1lH+wf5UUUpBDc6Wy+FtvNZwyyatMHkQN8oPcVteHPBA8P3Nx9pmjvIJANnmLkqaKK8epOVme1HY0/EOmWP8AYsjpZQAq8Z+4P761yvjXQItOnivrZQlvccbQfut9PSiitcHJ3Rx4hKzOTKAdufrUFwoMEnX7p7+1FFeqzhPWvh54j04eGbCzkkdJ44grAoSPzFd9HdQOAVcc+x/woopiHefbDkyY/A/4VGNSsBwZuP8Adb/CiigCb7banpN+O0/4VA+q2SnH2g/98H/CiigCFtWshkiUkDj7p/wqFtesR/y1Yf8AADRRTAaPEFn2mJ/4Af8ACm/8JFYbiBclSOvyN/hRRSAz73x3o9iD5944x/dhY/0pbTx7o12itHPIQRkZhIoooAvr4s0diytLICBk4jNJ/wAJZop/5eJP+/TUUUrgTReINMuf9VM34xkVJLrNjEQHmYE+iGiii4CxazYzD5JT+KGp4r62fpL/AOOmiimA2S/tY2AM2NxwBtPX8qim1WxtwDLKRn0QmiigCeDUbSdcxykj3Uiquo6naW0DySykIgycAk/yoopgeN+Ir9dS124nt3fyyQFB4rKKtnHmNn60UVFxkcysInPmN90/yqtpzMunwYlYHZRRRcD/2Q==",
"path": "000462.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000463
|
Men Tshirts
|
{
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",
"path": "000463.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000464
|
Men Tshirts
|
{
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",
"path": "000464.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000465
|
Men Tshirts
|
{
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",
"path": "000465.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000466
|
Men Tshirts
|
{
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",
"path": "000466.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000467
|
Men Tshirts
|
{
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",
"path": "000467.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000468
|
Men Tshirts
|
{
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",
"path": "000468.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000469
|
Men Tshirts
|
{
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",
"path": "000469.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000470
|
Men Tshirts
|
{
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",
"path": "000470.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000471
|
Men Tshirts
|
{
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",
"path": "000471.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000472
|
Men Tshirts
|
{
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",
"path": "000472.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000473
|
Men Tshirts
|
{
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4rptP1i21OLzLaQSKO4qLWNC7KeprNuMHNV9V8Sabpjsl1cojgZ2Z5Nc/N4ztZlLWsE0y99qGhpj0OM8eLv1iPKk/Lx+de2fCZy/w9sc5wrygZ7Dea8d8WtHdWFlqMYIDOyHcOR7H8q9a+DpJ+H8AY5IuJh/49mt6Wxy1dz0CiiitTIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqG4l8m2llAyUQsB64GamprKHUq3IIwaAPn7whBJ/wAJlfPIBuaJ5AQOPmbP9a09T0mzhkd5XuzcNlswsSfyroYdJi03xBcsoAdY/JI9QDkGtCWxS4beMq3qK5XJ9TtSS2PPtKv7/wD11nqF69ur7D58OOfSvRWlkOjGVHHm+XkNjjPrVR9LSKMgnIBzgjjPrUxO2wCdsYpSavoWloee6it9mS6vrvUJ4YsblgUDGau2UGnX6xD7FcQtIu5DMTuIrrodPjnBySCRjirEelwQPv8AvN6mi/uitqcf4vsSvhRgcloWVs9+DVL4aQ3Om6rBqSwbhPiHJHRSeSK67WbdL2ymtn+7Iu2tPw3o6I9rChzHAd/4Dp+tVFvZESUd2d3RRRXScYUUUUAcb4x0vztW0jUQv+od43PsV4/XNc1f+G7bUJ/NlgST5g3zDuOlei61B5+mSgD5kw4/A5/lmuZgcFcdq56l1K51UfeVjMhshDqcdxtCuFK4UYGPpU1/bJeyskgDAgrg1N50TXbL5gBXj6VXN1Abvy1nRpAfug81kzpSK9t4WggeWSKOJGlGHIQZI9K0YNPisYNiDAFXVfCg1WuJcqacnci1jkfE+hjWbqz5A2SDd/u966TSdNXzLCFIAjRzDOOeBzn8qrRhproAdRzn0rsdDsXiU3EowWGEB649aqCu0iJS5E2blFFFdRxBXA+O9JS6kZyBmeIRgnsc4/qK72sbxDp/22w3BdzRZbHqP881FRXiXSlyyOI0WyWw0m3sxz5a4J9feqt/4bgvfMEkSyLJ97d1H0NaUD44NXo5OK5rtO52RjfQ5tNCitDEY4UiEYCqF/r71pasBcWaRMMqTyKnuZPMuFjBHqar3oI20nrqWkc3N4VilnimCSgIOVVyA/ua19P057ODEjFsHKhjkitqL5Ih3qtcyjb9KpybsiHG12cno3hk3PiK7uCpBe7CxY46nJNe6AYGK5TwnYH5rt1G0cIcdz1/z711ldEFpc5asto9haKKKsyCuX8cWLX2jxICQFnVjg+xrp6p6lbm50+aNRliuVHuORUyV00VTlyyTPEPC+itY+JL+42EQlcRnGM5PP8AKuk1Owlmi/0dyhPUr1qRUMEu09vbHFaELqQM1yu52Ja6HFLoE5uZnlvLyWNh+7ic5Cn3rotAtzYxyIwGeOcYrYk8tUJwKoxtuDOAeaG7suMbaHK6voseoahcTj5XYnDBQcHHHWqun6dqluI0e7aZt/zJsAUL7V1dou64fI/OrzhFGQoBoUtLCcdbnE+L9OL6FHDEnz+euAB3PFeg/C/SpdK0m7iZiYzKAo7Agc/zrDkQXF1HGU3/ADZ2/wAq9M02zWwsYoFABAy3ux61rTuznqNJPzLtFFFbnOFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAch4jsjb3yXir8snDEdjVWCXjrXZ3MK3FtJE4BDKRyK4GF9hKnqDg/WuerG2p1UZ33JdUu47e3DyHCZwx9Kq3OoWSWaubhcHpjnP0xVPUfmcLOJWj/2RkfSqcSWUUrFQQcYCiI5FZI6Vd6pHQ6ZMsluHXlWPBIqxLLgVhWs0gfZEJdnYlcAVpSy/IPXHNAmyAhri7SJc5J4wM122j6f9htsvjzXxu46DsK5zwoqTazK/UxREj6k4rtq6KcdLnHVm/hFooorUxCiiigBjKGQqwyCMEVwTq0LTQDh0Yr+Rrv64PxDIlrrsqAYEiK/4nrWVVaG1F2djmLiGB7t5ZpJVlHGSCOPqO1WoHgijTym+YdCqGrv7ueMkY3YqW0t2UZkINc6Z2JqxNaXDyLlwwGOjLg0lzINpzxTZZgmemBWVd3pZhGhyxOAKFqQ2bvhaEXWrSMwBSJCSD0J7V3tcd4Kh8trljyQqgn1JJrsK6afwnJVfvC0UUVoZhRRRQBwuvwxQawyxIFDKHIHTJqk8jCHK9aseLnaPWS4zgIv5VmLcq0f1rlqbnXTdkjKuh9tmWQXIWWM5Xa21hTGhu5AktxcSOyNkIDtH5DrWtPbQzIX2KxI7iqkOnxScPbqMVHQ6U1bcvWl4Z1AIHTOQc1Ys7f7fqdvbHdsd/m29cDk1R3RwAqihQPQYrX8HMbnXJJMfLHC2PqSBVQV2YVJNI7uGGO3hSKJQqKMACpaKK6ziCiiigAooooA43xVpkUG2+iO0u+10xxn1FYVvIe5rpvHBP8AY0WOD53B/A1xNleLIuCcMO1c1RJPQ6aUnbUu3l7sjZArE9OO1Ycep6laZiKJNuJ2EnaQPetW5t1uhlXZXH3SpxWbNFNFIoNy3tuUNis0dUdd2S6ZfSxzSi8dN5PyhFwAK1JZg8e4Hg1kx2krP5stwxA5GABU086RQ4J4UcUt2TJ20Or8I6SlzI2pTYIR9sa47jv+tdtWZoNr9i0O1iP3igd/95uT/OtOuyKsrHBKV2LRRRVEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACV5bc3RttWuI3+60jEH8TXM+O/ivrMGo3EGh3EdtaROY1kWMM0hH8WSDgegArbuYJr3TIZ5GJuGjV3buWIBJ/Osq2iRpQfNexqRzRzZBxTTA5myp+X6VykOqTWk3l3HHP3u1ba65Gqrl1A75Nc9ux1qVjXlxFHxjJrKvL4Ipw3J4rNv9cVvkgcu56Beak0vTp5GF1dEk9VU9qa0E22dn4HhZZbmR/vMi5/Ou0rzzTfE9h4ev4be+8xRfMI0lAyqEf3vQc16HXTT+E5KnxMWiiirICkJABJ6ClrL1S9WGIwqcu/Bx/CKCoRcnZGJrvia4siBbhFVgdpZc1yt1dXWrwfbZ8eceMgY4HStvWbNLm2SQgnyjuwO4qpaQg24GOtc1WTvY9CUIQSUUc9a6g8MpWTjHQ1e/tyPaQ0gz25qS60kNITt4NMg0OFnywH5VldisjNkvLi9k2wbiM/erSsdPMX72TJc9zWpHaQwAIigVaaICPpT1Jduho+FrmCFp4ZHCySMu0HvxXV9q8o86SPxBZKhO2RmRuePuk8/lXo2k3JntyrnLxnaT6jtXTTd0YVqVlzo0qKKK0OcKo3199lX5VDEdc9KsTTrED3b0rG1uN5NIldCd6jecdSO/6U+lwWrsc5qc51S4kmZVBwFwOnFcvcGW0cgglf5V0luMIBUN7aLKudtcTd3c7ErKxj2moAjnpVh9RXyiykKeaqTaQzE+WdufSo49Gk8z53PPUUrl9Biy3F7KVT7vc13HgmJIbm4XIB8sAZPJ5rIt7FIIcAdqsaS7R63bxrnD7gceyk1pT+JGVRe6z0WiooH8yJWPXoalrpOUKKKKAEqteX9pp8PnXdxHDHnG52wM1OzBVLMQABkk9q8j8c61DrV+IbeQvbxRlFYdCx6kfp+VTJ2RjWrKnG51niLVtO1S0hisb23uSsmXEUgbbxxnHSvP79H06681QSjcn296u+H9OhsLfZEdxbDO56sa1L2xS5hII5xXNOXM7nfTTUFfcxbTVo3YEODmtLfDMAzkZPSuWvdHnt5i8DYwemKrte36LjyhkdOtTdGqbR1F9fQwxBTxWTaynU7uNVB8vcASe/NUre2vdUlUTEqvcCujihi0owybMpEwcqOpAOaFYmT6s9hVQqhR0AwKdWfpWqWusWEd5aOWifsRgqe4I9av9q7TiTTV0LRRRQMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiis7VNb03RYPN1C7igU9AzfM30HU0AaFYfibXrPw/pEtzdSDcwKRRg/NIx4AH9TXAeIPi6w3waLBsHTz5xlvwXoPx/KvL9Q1a71S8a5vLiSeUj70jZNUomUqi6DLUQSajAblFkj3g4bpu7H869otFD2yjrxXhe75j3U/oa9J8EeJluVXTbtsXCD925P+sH+IrKtBvVGmFqJe6zY1HSI5SSVzmsr/hGElY4OAeoruCiyL0FVjEEY8Vy2PQuYlhoVrZkYQZrcEKpHgCiOIF8mpJ3CRkkgDFNIVzzzx8ybbJc/OsjEfTGK9f8ACGrnW/C9lev/AK0psk/3l4J/TNfPnibV11PWpZI2zDF8kZ9cdT+Ndf8ADjXtct7wW9nbNc6X/wAt1dtqxH1Ddm9u/wCtdkI2gedKXNV0Pcqq3F/BbcM2W/uryaybnVppSVjPlr7dfzqgSWySeaVzup4RvWRdutWnmysf7tPbr+dUSDJG3PzZzSU5OH+tI7YwjDSKGRyBsxSDBPGD3qukH2dynbt9KtTw7l3jrSL+9TDcMKiUbjnFSV0N8tXHSoGiCngVZVSp2kYodfSsGjls0yqkeXyRT5jhMVMqVFIm44p2EZNpbGXWkkI+WJS34ngf1robDUfsd1J8u+NgNwHbHeoLSxk2vsUb3PJPQCtK00yK3+Zj5kh6k9PyrenB2LqTpxhyyNiO+glhEiMSD0GMGo3uZH+78o9utQgUuK3UTznvoOQZ3A9TRHghoZBkYxz3FAyCD6U90DAMPzpiOWvdOfTpyACYW+43p7VFtDLXWMqyIY5VDoeoIrKutH8kb4HyhPCt1/8Ar1zTpW1R0Qqp6MwWiAbpSJEGfOKtvGwPSkRCTjHWsLG5G4+XAq/oWnlZnvZBgAFE/qasW2jtJiSchY/QHJNaDvkCKIBVHAxXTSpu92c9WorWRLbXQjdw2dhPX0NX1dXXcrAj1FZRj2bV/E0is8bbkYqfatnG5gjWZlRSzEADkknpXLax480nTQyQsbyYcBYj8ufdun5ZrM8V6VrOqKXt70yxD/l0PyD9Ov415pcw3FrO0VzE8Uy9VcYIrOTaOLEYipB2St5m5q/jLV9WZopZvJt34MMPC49CeprCWTYQT0PHFQn7uB1xS8suR35rJ6nmTnKbvJ3Oq8PXAkQwn7yn9K6MKCK8+069+zXSSjtww9q7yCdZUVlYFWGQRWTR7+X1/aU+V7orXFqGOapyWKEZKitmQAiq5jBPWpsegV7OzWFN2MVm+IJfLspNp5IwK3XOyPHtXJ+IpwdseenzH+lUkYYiqqdNtnR/DLVo4bm8sJ5UUS7XiDNjLDgge+MflXqIxXzIs/3sdzXWaF4+1fSWWOWU3duONkzZIHs3UfrXRF20PHoYlRioyPcKK53QfF+l68FSKbybnHNvKQG/Ds34V0NWd8ZKSuhaKKKCgooooAKKKKACiiigAooooAKKKKAErP1XWdO0S1NxqF1HCnYMeW9gOprn/HXi7/hGLGJLfY17O2EDDIRe7EfoK8O1XV7vVLp7m8uHmmbqznP4D0FUlcznUtoj0TX/AIuyybodFtzEOnnzDLfgvQfjmvNb7U7rULlri6nkmlbks7Ek1RdyVOKjD7nGD1FVYxbb3BWMhZjnk02QcBs9KSInDD0NPIBFAiFsqwJ6Hg1PBM0UiSxuUdDlWBwQR0IqIADKnt0+lBjwSVNAHs3hHxLFrlkI5GVb2MfvI8/e/wBoe38q6FxzwM189xTSwSLLFI8bpyGVsFT65r0jwb46WdHtdcvR5pdUgZoiCwP94j3x1rnnStqjuo176SO7XI7Vw3jnxIlvA+m2koa4cYmKn/Vr6fU1P8QvF0WiWMmm2UrDU5VByh/1S57n1I9K8nW8+0QiU9X5I6nPcfWinDqwr1bLlib3hfw5N4m1j7OjmO2iAe4lH8K+g9z2r22ysbbTbOOzs4hFBGMKo/mT3PvWJ4J0H+wPD0SSri7uf30/sSOF/AfrmujHJq5O51YWioR5nuw20Yp3tRjNSddxmKMccU6koHclUh05HB7VCYCGJHNGZV4RkAPqM4pGjaQYlkZh/dHyg/lQNOxC92SxhgAkcHDMfur+Pc+1SRykFUkwG/nT0jVBhFAA6AUCBPOaTu3ai1w91rYl+XmobeJ7mcqnCoQXcjIHsPf+VG15H8pDhmOM+nvWrbQrEnlxjAC8VNOF9WcVSfs15ksahQAowKmC1GtSqa6Ti3ExRin0lACAU9G2nB6H9KbRQA+VljGcEnso6mmxByokc8nt6UlSx8pigVilqkYe0LgD5CDn2qGyt0jSPcgMkhyMjOO/4VpyIrxlGAKngihE2/Wo5Ve5XP7vKUpnkil6Zjf72P4T61ZjiVU3Ag570OfnNM9QOM9cVZNiM/MxP5U3FPxzRimMZjNUdR0uz1SDyry3WVexPVfoeorRxQV4pCaTVmeVa/4OuNLDXFoWuLQcnj54x7+o965lOH2/iPp3r3WRBXnHjHwvHbg6haxj7OzfvYgOEPqPY1lOHVHmYnCKK5obHGzXNrC25plD9AqncT+Aq7peu3VnIH8t/IP/ACyI6n1z2+lVDBGV27AO3AxUltwu1+QOvr/npWVjjhUdN80NzudJ1VNVhdgmxkIBBP61pCIdq4zRGEGpgLwkg2n6/T61reI9d/srTwkJH2ub5Yx6e9S1qe/hsVzUPaTexFrniaw07zYQ5luI+GjQZxXDXOqrqrF4JN2T83Yg+hHaq0lsd7yMzM7HJyepPrQunRROZVBWY8F1OCfrVJHl18S63xfInEYVFHfPWnjNIFYDDOW+uKeBTORsejMpBB5ByPb3rqtJ8e61pu1GmF3EP4J+Tj2brXK4pcUJlRqSi7xZ7n4c8XWPiBNi/uLoDLQOeT7qe4roq+b4bqW1lWWJmSRDlWU4INereDvHKar5dhfkLedEk6CT6+h/nVqR6OHxXP7s9zu6KKKo7QooooAKKKKACiiigAqte3cNhZTXVw+yGFC7t6AVYry/4t+I/s9pDo0D4eTEs+D/AA/wj8+fwFNakydlc8z8V6/Pr2tT3kpI3NhFz9xR0FYgfcAaidizZzQjcEfjVnOOY/Ovocqf6VBGcFvapnIZ0x1yDUKgjfx2oGTRjl8/3qfjA6UiDqfXBp+KBERXv360hIU8Ak+lS4o2jjigCuNzP83QdFqxIVjWOSJ/m69ehHfHaligkmmVYo3kb0RSx/SmXkUtq5injeNjzh1IIFK40mR6zfnV9Yu751O+WTIzzgdh+lavw+0E6n4rhEqBrSLNxIPQrjA+hOKw4k3oDj73NerfC2yEen395jl3WEH2Ayf1IqXojeiueokzvSSTnNORstg9e1JjNRuSoDLyRyP6isz2oq+hO3GG/OndqbkMpx0I4psbZXHpQIfjmjFLRigLjaCaU0negBQOaePu4plKzfu2460xons4h80p6sePpV1DtYN6GooU2RKvoKlrVKyPKqT55NkrDB46dRSKaFO+P3U4/CmA4kNMgnFLTAadQAtFFFABUkfUio6ch+cUATmmn9KZO0qhfLXPPP0p0h+Q4pIRAeTRRikpjCkpaQ0ABppb3oJqMtzQA1yc4qrfQpLEYZFDIykMp75q1EN8hJ6Z/SoZiXdie/NAnqePanYtp+pT2rZPlt8pPdeoP5VVi/1uPXiut8c2ey4trxR99TGx9xyP0JrkQcEH05rnkrOx4Nen7ObiWIp/JdZRwUYE49qqahdfbdQmu5W+UcJnstOvf3cisPuSDDe2OaoEGdvMYEJn5R6+9TYUZyUOW+m49VBXzG7nOMflTlBPzEfQU/GT7DpS0ybjCuaaBz0qTFJ3oATuaU8UKMc0nVqAGsw6d6IJ5LedJYnKOrAqwPIIqOQ5mwO1A5OfT2oNIo+gfDWtx69pEV0MCUfJKo7MP6HrW1mvGfhxrLWXiEWbtiG7XZj0ccqf5j8a9mA4rRO6PYoVOeF3uLRRRTNgooooAKKKKAI5ZFiiaRzhFBYn0Ar5h8Vaw+ta7eXrk4lkJUZ6L0A/LFe/+OLw2Hg7UplbDNF5YP8AvHH9a+Z52LOfrVRMaj1sRgZNHKnj60o45HNIx468jmqMwiYO6f7OakePbux0waqx/u5H/wB7ire/ch+lA2Ojx5a/QU8UxDhVHtT1BZgFBJJwAOpNAi3pemXGr6jDZWy/vJDyT0UdyfYV6vp/gLQ7CBTPB9qlA+Z5jkZ9l6U3wh4cj0WxEsig3koBlb+7/sj2H866VgSeeRXLUqNuyPQoUEleW5VigtrdNlpbpGo7IoUVi694X0/Xk/05WV1BCyRnDL/j9K3XEyqxiQFuwJxVIaddyus1/d7VHP2e3+VfxY8n9Kxuzq5Vaz2PEb2yOn6jcWhYP5LbAw74r1zwHb+R4PtmxgyyPJ+ZwP5Vw3jyysbPWkayO15U3Sxg5wegP4/0r1DSLT7BoljaEYMUCKfrjJ/U11814o5cNT5a0vIu5I5HNNbBXIPyHuO1PXH3TTdhyduA3cHoak9NDIZNyY7qSpqSPiqqny53GMKwzz2I6/0qeN8gHtQhyRZBzS4pqmn0EDTSd6fimkUAJT1Xe6jsCCaZ2qzbL8u714qo6szqy5INllelP7U1RwacORWp5g6M4kwejDFRk/vTmlPAB9DUCyh5nGeVbB9qALampBUKnpUwoAdRQKXigBKcn3xRQOooAnA4FMmwF/GpKjm+6KSFYgxQaWkNMYhphJpx+tMY0ANZqh3fMac7VVL5cDueKALsS7bcDu/H+NV3O5mI79Kmd8Lx6bV/rURGPlHWgDmPGMIk0KRu8bqw/PH9a85OK9L8Wtjw9c++0f8AjwrzQ96xqbnkY5fvPkU9QM0tqI4j83HfHf3+lTYOEzjIAzj1pwjLNnk96VxiQHB6VBxt9Bp4ox7Uufm6GlIFAyM8U3pTzUbUDEY8UwPg0MTioGyPunFBSRIzfMT60A8cVCsm99p6mpsYagst6ZcNZ6pbXCthopVfP0INfR6nKgjoa+aYhulUDua+lIARBGD1Cj+VVE78G9yWiiirO0KKKKACiiigDgfi1dCHwgsWcGa4UfgAT/hXz85y2TXsvxqvQI9MswecPKR+QH9a8YJqlsYT+IehGcU2SMhSf4f5UqDNSyHCc1RJnK5Oc8MGxVpX4ArPZ9l1gdCM1aRs1JTRcXmu+8D+GHnmTVLqMiNeYVYdT/e/wqDwb4Ma+Eeo6lGRAeYoSPv+hPt7d69ThhWJAFAAHYVhVq/ZR00KH2pEkaAAccU9qA2BTGJ7nisUdY2STjgVl3EEtyWe6uGWHtFGduR7nqfwxU97qEFnC8kjBQoyST0rxvxP4zv/ABDcPa2Mr2+nKcFkOGm989h7VUYuTshTqKCuy9d2Gn3vxDtrTTzugkmj8wBtwBHLAH6CvYCckn1ryf4Zaasuuy3RIxaQ/KD3ZuM/lmvWQK3asrDwqunPuwxlcjqKCQRmlHB9jSNxz+dI60Z+pEiBnHDR/N9R3FLYXAubSKZeVZQQfWlvCoiYuAVwc56Yqpprv9mj44CgYAwB9KnqbNXgbCsalVqqKx7VKsmBzVGJZBpCeKYGJXNRs/pQFh+SWAHJNaUaBUA9KoWKb7lc9ua1zF3HX0rSC6nDipaqJGvWnLxkUYwRQeDkVZyjWHBHrWGbwQeIvs2xz9ohEm4fdUrwc+5yPyrbc1mCJJLnzhyyrsB/HNA0jTQ5FTqapxNgYqwhOaBE4NOqMGnZoAcTxSZpKKAHb2pMk9aSjFAC0GkozQAxuKiZqkY1XkbApgRyvwaqxHfcgDtzTppODTLVAjs5+/JyfoKAL4wBu/IUxsqn+01OHIpOrlj0UUgOb8YD/iQ3CjsU/wDQhXmjcH0r1PX4WudGvUUZbyy+Ppz/AEry1uW4Ge9Y1NzysdH94n5CRxkEnGfoaU/609ce9C57cZp+MnnrUXOGwgUE5x9cUMoPIpwxj3xinEA96BlR+KhY1ZlFU5KCkiNmqB3wMU9jgVTnm2Rlh1J2r9TQaRRLbBmmZu3Sr2MD1qtZ4WMAVZPWgHuaGg2hvddsrYDPmTop+mea+ih0FeGeADEvi2yaYgDLBc/3ipAr3PvVxPRwi91sWiiiqOsKKKKACg8CiqGrkf2TcrvZC6FAydRnjigD558Zam+s+Ir24aZzH5rLEG5CoDgAe3+NcvJEQc9fpXqWofDiO4BeyvmR/wC5MuQfxFcbq3hLWdKDST2btEP+WsXzr+nT8acakXszGVGpHVowEHNMnfC4pzZ9A386ZHby3s6W9ujvM5wqAZJqmyUrsx5t0lzGIwzuWwFUZJz2r1HwX4EZjHf6vFx1jtmH6t/h+dbPg3wHFoiC9vAs2ouMZHIhB7D39TXdRQhFHHSuWpVvpE7qdG2sh0KBQBjHpVpVB61AzKnJ7Vka/wCJbfR9MluXPCLwB1Y9gKyibtmzLIkXVgK5/W/Fek6PEWvb2ND2jU5c/QDmvGtU8Sa7rsrtc30kEDHiCA7QB7nqazYbKJCWILN3ZuSa6FS7nNLEJbG94j8V3fieQwRK9tpwP3D96X/e9vaslE2qFXgCnIoHAp6j1raKS2OWc3J3Z6P8KRhdVOOpiGf++q9FKKx6c+3FeXfDZD9vv3BYKIVGAe+7/wCtXpaM+PvE/UZrKc0pWZ6WEmlTSJCh7EH2NRvnH3T+HNS/Njlc/SoncDqSPrxSumdkZJlOV41BLn5QMnI7VFb7RCNoAB5GKg1K9jMos1lUzOu8qDzszyfz4qxaoRGuaOpq2rWRYUbVJ70q/M3WhyMYp6DC0zMcWwP/AK9MUFjSsalRcDmgCKWV7do3jYq4Oa3NPvo72Hssi/eX09x7Vzd42ZwvoKIWaNg6sVYcgio9q4y8jiqwU2zrmUHr+dQOhxxz9KzoNcCgLcrz/eQfzFWjqFpIMrPHk+/NdEZxlszkcJR3Qy4cxxsemKqWhyjf71NupvMb5T8o/WlsvuMf9qle8jpdPkotvdl1BVlKrpVhOpqzlJB0pwpopRQAopaKKAEo4paSgBKQ0pprUAMbqKq3BxirLfeFVrnoDTAoygluKsxAFAf4h1qGQc0lvcr9va1YYbYHBz1//V/WkBfTpTmjYptAxnqaliUAcLUjsqIXdgFA5JOAPxpiuU/s6hCrDO7g/jXjN1bi2vZ7fcD5cjIGHscV6bq2t7laG0JCnhpehP0/xrzS7X/TLgDp5rfhyawnNSdkcWPg1GMmVyRvHJp/GcD8Khb/AF9Td8dPSoPMGk/MaXNRucMead+IBoAilz0qjIwPNX36Z44FY8j44J70FREkaqN42ZYRjoSc1bYZUkHp0qjcOu5SRgk4oRtE0LRjgVcPAzWdbBlIJ6VoZEgAUGghp3LOnTvDeQzpwYnDj3IOa+j4ZPNgjkwRvUNg9sivB9J0l1Cz3CbV6qh6n3Ne26PL5+jWch6mJc/linCV3Y9PDUZwhzS6mhRRRWh0hRRRQAVja/JiCKPP3mJ/L/8AXWzXM67NuvgmeI0/nzUVHaJpSV5FNDxTZLmOLq3NVy7yD5OF9aclsM5PJ964zr0Od1rw7pmuElbARTn/AJbx/IfxA6/jVvQvC1hoaYt4t0xHzyvyzfj2HtW+sYXoMU/AXmqu7WuRyxve2oiIFGTSPIFFMklxVWWU4JPSgojubkkEZwK8f8Za6NU1b7HA2ba2PzEdGf8A+t0/Oul8c+Kf7PtfsNo/+mTDGQf9Wvc/X0rze3i2nPr61vRh9pnLiKllyosIvfFSoKOAtPjPFdNjiuNUYenjA4po++acv3jmmI9C+G0f+j6hLjq6Jn8Cf616FGOK4j4cxj+xbhvW5I/JR/jXdquFzXFV1mz06GlNAW2iqdxNhTiluJdpxXO+JtX/ALL0W4ugf3gXbH/vHgf4/hWa1dkb7K7Oc0m+GofEfUypBRYPKU/7rL/XNegQrtWvJPh2S3ipySSWt3JPryK9d6KBXU1bQMLNyg35sXBLdal6AVGgzT2PFB0CKMtmphzUaDjOak6CgChPzcN9akA2rUO7dMxPrVraGSuaW5yszpjubg4qzYRZBlYZOcLUMkJDE1pQKFiQDpirprUumrsH4FWLL/UE/wC0aqyntVqy/wCPX/gRrohuGJ/hl5KnX71Qp0qZPvVsecSUtIaP5UgH0UgPFLQAUlLkUmaAGmkPWjP86Q9TQBE/Dj6VFcDMZNSSfepknKH3NMChIflBrjdS1Kax8al4iAxt4xhuQevFdjJ90j0NeceJpvL8V7yfupGP0/8Ar1nU2Ma01Dlk+6O9t9cupY+kSH/ZUn+dRzzy3HMsjP7E8VjWU2VArTVwRXJKcnuz0VBLYpXK9a46+G3ULjP98mu2nTINcfrMRTUjxw6gj+VFPc8/M43pJ9mZZ/4+KlHLD9KiH+vJqXILYH4VqeGQSn5s9qcjZFNm+/mmxtzigCR8bGHXisWVc81snGGxk8VkyjO4Z7UFwIgcN9etV2tvMkwcgAjkdqkyevpW5ommf2jZatID+8tbdJgPUbwD+nNB1YdXqK5e0zwtZzRq5mlGeSBiunsdEsLHDRQhnH8bnJrN0eTEKit9GyKxbZ7NOjTTulqVrheteg+Gm3eHrM/7BH6muCuBkV23hKXzNBjX/nm7L+uf61dHcursb1FFFdBzhRRRQAlcjqh36lPn+9j8q6+uS1lPK1OX0bDfpWVb4TWk/eKa9amDgCqwalDY71zHQWfMxUTy1C8vFR5LcnpTAezZOSeK5/xNrkWjaZJO7c4+Ve7HsK07u7SCJnZgFUc14v4q1x9d1UhCfs0JIQdie5/pVwhzMipPkiZE1xPf3sl3cuWllbcx/oPYVcUYqqi7RVvFdiR50nck6rTo/rTONuKdH9aogf8AxZpR1NHSlHJPSgD1D4cMDoEw7i5bP/fK13II24rhvh7GI/D7SZ5kuGJz7ACu2Xla4avxM9Oj8CKNwhaWvOvibMyw2FupwjMzkepAAH8zXpdwvevMfiamG0tv+ug/lRS+NFV/4TM74aDPieVscLauT+a16wOTmvL/AIYR51i+k7rbgfm3/wBavUlXFdMtzTCfwiRBgUhyWp54FIg7mkdKHr2oJ3NignApyL3PWgDNkGy6Ye9WozxUV8uJ1OOoojb3rlmrSOZrWxJKoxU0DA26n04qBjkUlu+A6/jV03qOnpIdI3Jq9Zf8ew+v9az35rQsebdfcn+ddENx4r+H8zQWpU61GvSpV7fWtjzh1KKQ0CkA6lpBS9qACkPWlpMUAR9x9aD1NB60fxH60wIpOWNM/h/GpH6nmoCetAFOcYZx715Z4tf/AIqO6742Dn/dFerXA/eH3FeQeLHLeJb4HtIB+QFZ1Njjxv8ADXqdFpM5ltIJf7yD862Em5ArC8PJjSot395sfnW95eNtcctz1aEuanGT7FrG5a5vxFb/ACRyjqh2k+x/+uK6iEfLk1ka5GJLSZevy5/rSi7MjFQ9pRlE4hc/aD7VJ3A6d6ijGZmNSMMHpyOorc+YIZ+tRRt81S3A5IqupwT9aBlrqM1mOv7zHrmtJT8g+lZ0xxID70DjuUT15613/wAKYUu9U1W0kxiexKc+m4D+tcDP8krD3rtvhHMU8ZOnZ7SQfqp/pQtzroaTQWga2meF/vRsVI9wcVvQzDaKr+JLMW3im/VBgGTeP+BAH+tRRB9vtWM9Ge9Da5pn51rpfBk+37Xak85Eij9D/SuZtvmQA1p6LP8AYtftiThZSYm/Hp+uKKbtJBNXieg0UUV1nKFFFFABXM+IU/0yNvVP6mul7Vl6zZtcQrLGMtHnIHcVE1eJcHaRy+3FMc4FPc4HWqskg3YzzXPys6rjwQOarXV2sSnmtODRdQvANkPlIf45eP061ZvPC9pY6Nf3dw7XE8drIyluFUhDyB/jVqm2RKokeKeMvFZunbTbGTKjiaRT/wCOiuRij2oOKka3CScdDg088cV0RioqyOGc3N3YgqwM4U46ioRzUw/1a4q0ZsU9KdHTM4GaelMkm7UgHtS5oxQB6d8PZQ+gSR947huPqAa7dD8orzj4bTYGowE90cD8x/hXo0ZyK4qq99npUHeCGSjKmvNfibCxtdPm/hSR1P4qP8K9Mk6VxPxAtvP8NzsBzE6yD8Dg/oaim7TRpUV6bRifC2LMuqSdPljX9Sa9KQd64D4XR7dO1GXH35kX8lz/AFr0BTgV1vc0wulJCnmnLwKaOTT6RuGMnJ6VItMp2eKAKt+vyo31FV4zmrtyu+Bh6c1nKcGueotbmM1aRYY8VFG+2X68UueKhJw+fepi7MnZ3LTE1p2A/wBHT8f51mDk5xWvZDECfSuuG48W/cRcXtUq9qjWpB0rY86440d6D1ooGOFLzTRS0gCg9KKQnigCNuKT+I0MeabnmmAN1P1qCQ9amJ61DJQSV7jqDXjvimC4HinUJDDII/OJD7TgjjvXsMpylZlzbxySsWUHPqKxrOyFKgq65W7HH+HX36cY/wC5If15ro05RfUVWms4bSXMMap5hy2BjNWIDkVyt31OujB06ag+heThKydSG6Nx6qf5VqZwlZN425sZ4NR1NJK6ZwkZ+dvepSfm561pz+Hby2DOoWUdgvBxWe8UiA7o3GDnlTxXQmj5ipQqQ3jYrT+tVAcZHv61cn/nVFzyc0zJF6Mkxr9M1RuBzxV2LmFfTFVbgDtQNbmfcjLg+orrPhm4h8dWQ6b45FP12k/0rlZeVjNb/geXyvHOkkHrNtP4qR/WhbnRSfvo7bxZn/hKrw46bB/46KrRqGtgQOa1PGsAh8RJJ/z2hVj9Rkf4VlwH5CKzqbn0ENi3bDFJdSmGWOUcFGDZ+hzUkA+Wq1/jYc+lZGiR6qjBkDDoRmnVU019+l2jk5LQof8Ax0VbruOIKKKKACiiigDIvtCgumLxuYWPXAyD+FO07Q7WxbzcGWb/AJ6OOn0HatWilZD5nawlY/it/L8I6yw6iym/9ANbFc945k8rwPrLf9Orj8+P60yXsfM0i5jib2wahYCp87rYf7LVEfrVs5kNAqVf9WKjHSpFPyUIbE/Gnr2FR809KYifJpM80uaT8aAOt+H1x5fiJ4SeJoGH4gg/416xH0rwrRL7+ztcsrsnCxyru/3Twf0Ne5Rn0OR61yV171zuwz92xI4rnfFEQl0K+QjrA/8AKujIytY+tRebplzHj70TD9DWHU61tY5j4bps8NO5H37hzn1wAK7QH0rnfB9v9l8L6amMFovMb6sSa6BTk12vcqgrQSJgcCng1GOtOHSixrceOTSk1HuxRv56Uhof14PSsmVTFMyehrVDCqd/HvUSL1Xr9KipG6IqK6uMU5FRP1pI5MYApZMg+9c6MizH/qgfatq0GIV+grBgJaMoOtdFEm1Qvpiu2lrqZ4mV4RJhT16UwdKcPrWpxEmaTikzRmgLjqUGm5ozQO47NNNBNNJoC4hzTD1px60w0CuIT1qN+lOJ5+tMY/SmFyrIeMVSc/NVubiue1HxBp2m6nHZXtyIJZk3xl+FPOMZ6ZrCurxNaUknqSameYT9RUdsfmovWWWBXRgygggg+tRW78jFcrOpGkx+Wsu7+8D71osfkrLuT8wHvUdRvYil8T2NvI0V3HcQMpxukhbafo2MGqt7q2n38Oy2uI3LcHYwyBWidatBiJ5gjdMOCv8AOua8WQaXe/ZnRIvtKNndHgHb6HHaq30IrTUKbk0ZMpB6Nkdj61RkJDH0qye4qtL1Oa2PlupchP7kYPbNRyDdz2xSW7Dyx/u0p5iP0xTJM5/9V9DWh4cl+z+KNJlHG26jJ/76FUGzscfQ0Wcnk3VvL3SVG+mGBoN4PVM9o8fri/0+TsY3X9RXOwt82PWur+IUebGwnA4WVlz9Vz/SuOgfJBqKm59DTehsRHCVUviStWozlAap3bDB55FYs2R6VoMnm6FYv/0xUfkMVpVkeGf+Rdsv9z+prXrtWxxPcKKKKYgooooAKKKKAEFcp8R2K+ANXA6mNR+biurFcV8U5jH4JmjH/LaZE/m3/stNbilsz57jP7ph71CetSJwpFRnrVnMLTlPy496aKcOhoAUnr0pRSdqUYxQBIDxTuMUxelPoAaxyCK9i8Gar/anh63Z2zNB+5k+o6H8RivHD9a6r4f6qbLxB9kdv3N4uzk/xj7v9R+NZVY3ibUJ8s/U9gXleKpXqFo2HtVpG4pl0u6Igce9cR6SdjLt0SKOGKIbUSNVUegAq5H0qip2SbDzg1dTpXZF3VzZaImU04GmilJx3qhoTNAyaO/aigoX6047fLII69qYTSHJoYGa6mGcqTxnj6VJICwzUl3GWj3j7yc/hTEy0Qz1rknHlZhJWYWbgXscZ/jOK6le9claoX1u2X0Yt+QJrrV4Brqo/Ccdd6pDxTqaKXqa2MBxpM/WjikppCFzRmkpKdgHHPWkJpd3GKbnNKwxKbmnfjTTTsIaepqNsVIRyajI5pgVZeRXmvxK0xbv7BMeq70z+Rr0ySuO8bJnTIXH8M2PzB/wrKa0M6zapto858P6vqGiXMdhIxlsJnClXP8Aq8nqp/pXpNqcNXn8kKuQcc9a7rT5fMhjk/vKDXJNGmX4h1LxfQ12PyCsu5P77HrWgzYT2rE1Sd0tp5IziRYmKn0OOP1rHqelJpRbZLe+KdPsZUg1BhC7rlUkTJYe3WuHYRSX9zcwRiOOaQuqgYwKqfZJrqZJ7+d7i4AA3v2FXAuwAdK3UbHg4zGe192Ow7pxUMvAzUv4U2VcjpVHn3I4Wwn4EdalXPkVXTC5GOM1LEQYmBoBlRlw7DHUVCAfLYd8cVYmAWQH1qvk88UGq2PeNY/4m/w4trsHcwghuM+uAM/zNcJayc4ru/h/Imq/Du2tpO0cls/4Ej+RFcBHG9vcyQScSROUYe4ODU1NrnvUJXijfgP7qql4ePrU8Dfu8VVvT8nU8GsGdiPTPDQx4dsf+uQrWrO0SPytDsV/6YJ/LNaNdq2OF7hRRRTEFFFFABRRRQAlec/F6fZolhB2edmI9ghH/s1ejV478X74vqlraZ+WGAsR7sf8FFNbkVHaJ5N03UzvTm60yrMB3FKvQ00e4p4UgGgBe1APFIaBQA8GnmoMU/JPWgLDulLHLJDMk0bbZEYMpHYjkUwUUAe86TfpqemW16nAmjDkDse4/PNaIUOvIrifhtemfQZrVhzbTEA+obn+ea7qKuCa5ZNHq05c0UzHvoTHIHA46VJCQVHNaF9EJrV8de1Y9sf4TxitqT0sdMHdF7eBTt2aYq08CtSwz9aCaWkx7UAITSFwRjFKcmk2c0AHBGD0NV4V2MyE9Ks7ar3A2OGHcc1lUV1czqLS4mnKG8SKByFhZvpyBXTiuf0eIHV5phn/AFOPxyK6DrW1H4Tzq/xjqWkFLWqRiB+lFLSGqASilooASkpaTmgBDzRS4zSHigBp69ajYVIe1MI4oAryCuX8Xxb9BmPdXRv1/wDr11MnFYXiJPO0W8QD/lmT+XP9Kia0IqK8GvI8zCnoenTNdNosm60QYPBIrmsEcj8K3dBf9ywPVXrkmtDky6Vq9u6Oo27oj9K5rVWJs7le+NuPxrpoz+7zntXKa4w8psfxvWMV7yPaxcuWhJ+RghArcDvSMMg9jipSB0681ER/L19q3PlhCOTz3pCAc84/D60rcA5H+eaR/UUAVpVwcg96In/eY9RmpJlDRk1XU4lUj6UFboLoEMTVUmrlx0x1qiRg0Fx2Pa/hBMX8K3URP+ru2x7Aqp/nmsbxhaGw8WXDAYS4AmX8eD+oNWPgzPm21a39HjkH4gj+lafxLtwG026A5y8ZP5Ef1pyV4HtYV+7EwrZt0YqtesQxWptPO6JTn8KbqCfv4iv8TBSK5rHoX0PW7NPLsrdP7saj9BVimoNqAegxTq7ThCiiigAooooAKKKKAErwf4qyb/FVyoOdqRr/AOOg/wBa94r50+IF2LrxVqLg5AnZB/wH5f6VUTKrsjjTnJpv504jnrQBVGQCnDkZpOnanDsaAEwfSjFLmlFACAUuMGnA57dKD1oAb+FLn2o70lAHW/D3Vo7HX2tZW2peJ5a56bwcr+fIr1+M186wTNbXMM6cNE6uMH0Oa+hYJRIiuONwDfnzXNXjrc7sLK8XEsN0welZE1uYZjIo+U9RWv8AeFV504rFPldzrjKzKyMCPWpARUAQh8ADB6VMEAHLoPxrqTTVzoWuw4UAUnyf89U/OnAx/wDPVPzouPlYuBSEDHalG3tIh/GgkH+Jfzp3JsxpFQzr8gPoanwM/fX86jmA8lsMp/GplqgknZlrRUAWZu+VFawrN0Zc28rD/npj9BWlgjrWlP4UeVV+NiinU0U6tUZBSEUtFMBKKWlFADfwpMU8immgBtIadQRQAw0w1IcYprYx0oArSDis69jEsEkZ6OpX8xitKQ1RuFZiAPXNSxo8kcYZl5BBP9a09FmKXLof4hn8c1X1WL7Pql1FjhZWx9Cc/wBaTTW2X0RHOTtx+dcrR5OHbhXj6/8AAO4jB+z8/wB2uY19dqpjoWJ/SurAP2bpjiuX18HyFz/e/pWMfiPexyvh5GDjnoc5P86YRkCpD1PP+eKYTz09K2PmCN88ij+EdaGPNIeAR7UgGYyrCqrjaB9at5wTx14qCVco2B70FIjkOQOeaqv3q03aq0o570FxPSfg2+NV1OPPBgRsfRj/AI12nxDgMvhoShcmCdHJ9Acqf51wPwfkCeJbpD1ktDj8HWvXtVshqWlXVm/SaJk+hxwfzq1qj18M/cR5RpbADaelWnUyX9omMhpUH/jwqhoitIzbuCvB9q1JGWC8glI4jkRiPoRXNazPSWqPVqKaCCAR0NOrrOMKKKKACiiigAooooAjlLJEzIu5gCQvqa+W9VlklupXkB3sxLA9Qc8g19T14V4o8NJqGoXV3ayCOWSRmII+Vuf0q4Rb2MavQ83PsaF/GtaXwzrCOQtk0g9YyGqu2jamn37C4X6xmqszMqfjRUzWF2n37aZfrE1RmGVRypH1U0AM4pccUFWHXA+oxSd+qn8aAHrzmnHAqPDen60vz/3f1oAXtRjjtSHd6Unz+lACkfKeO1e+6bJutLcnvEh/QV4AdxByK9w8OXYu9BsrjOd0K5+oGD/KsK60R1YXdo6FTiork4jNJ5y4zmo5pPMjOPSuY77FC2kF5p5kUZKsQR7g4rgZ/i3Z20rwx6JMXRipEkirgg47A1seEdaI1zWtDuT++t7l3T/ajbkH9a87+JGjJpniQ3MS7YrwGTGOjjhv6H8a1p6OzCdSUY3idA/xjuf+WWiwAf7Ux/oKh/4XLqQbnRrLH/XVv8K80+YdDSbj3reyOf6xU7nqMXxluHbEuhwH/cnI/mKnPxjjA50M/jcj/wCJrycNhs0xny1KyD6zU7nrX/C5kPTQD/4Ej/4mrFp8Wftt3Da/2FsM0ixhvtGcZOM/drx8SN2FXdKinuNWs44ifMeeMLj13CiyH9ZqPqfQUfjzSvD12NP1VJolkO9bhE3r6cgcjp2zXV6Z4o0HVwPsOr2c5x90SgN+Rwa8M+I7qddijBB2Q4/U1wcmN2acH7qMqq99n2L50AGTLEB6lhTGvrJB813bL9ZVH9a+PPMfuzEfU0xuevP1q+YzsfYX9qab/wBBCz/7/J/jR/ammk4/tCzJ/wCuyf418d/L3RT+FMPlHrGv/fIpcwWPstbm0k+5cW7f7rqf61KFVhlVDfSvi4bV5QlfpxViC8uI/uTzKf8AZkI/rT5gsfZWwf3MfhQUT+6Pyr43k1O7Jwbqcn3lY/1qL7VOeXuJj/20b/GjmCx9mbU/2fyo8lT2B/CvjQXL9pJT/wADP+NSpf3KfcmmX6SN/jRzBY+xTAP7v6VG0K18lQeINZtyPJ1S+j/3blx/WtSHx74rtxiPX7/Ho0u7+dHMKx9MvCuaydav7PSrVrm+njtrdRyznGfYdyfYV4G3xK8Xum065cAeoVAfzxXP3upX2p3Anv7ye5k7NNIWI/PpQ5Akej32pRaveyX8SFI5sMoPXHAGffitDw/ZG5v1kYfJEck+p5wK4XTtesbWxiguWlEi8fKmRjNemeE3in0iO5iyUl+YEjBNc89Diw2FlPENyWi1Ohk+WLjtXOa5EZLV2HVSG/x/nXRZ3Lg96zL6Hcjp/eUiudbntV6fPTlHujic/wCfwpjFT3H+cVmf8JLpY3KZZARwQYzUR8TaZ2kl/CM10WPlvYVP5WapxTSeecVjnxRpQ6vN/wB+zSf8JPpR4DT/APfs0WY/YVf5WaxOPamNjaRnrWaPEOmMf9bKPrGaeutaa/8Ay9AfUEf0osw9jUX2WWnwBVV/YU/+0bFwNt3Ef+BAVXnvrSIEtcx49FbOfypWHGMr2sd98Jig8WnfgObaQIPXlc17jXhnwWvLW+8TXoERLxWm6N26j5gG/mK9n1O/TTdPmu5BkRrwo/iJ4A/OtFotT1qEHGFmebG18jxFqyqMRrdPtHYZ5/rUeoDAJ9K0FkeV5J5sGWVi7EDuapXi7i2ehrmluenBWVj1KEgwRkdNo/lUtZXh+6N3oVnK33vL2n6rx/StSulO6ONqzsLRRRTEFFFFABRRRQBXvHMdnO44KxsR+VeZyAjquc9q9Lvv+PC4/wCuTfyrzeY9M9O9b0epjV3RU8shiyE8du9Jk5w/P17VPjcMbR6Zpu09PvDvkV0GJCdm4bXZT0waUtIApwGU9xSusLfeYqR7VHtw+I5QfoaEA95opF+eNSD/AHgKzbuzs5c/6ND+KA1ZZm5Q4P4VXkBP3evoe9UkJmTc6bYw204W1gUuQQdoGMA03TrOwkWQGzjOSMboxx0qa+BCsXA+WPdn8ef6U6wYJG6AnI4JH+faje6HbRMvf2dpZyosLbOOpjFOXRtKOc2MBx0xGKdHJsG4ISamW6n3YCIuO+KLIREvh/SJODpcZz6gj+RrH0/WU8O+MJ9JYeVp1yyhEzxE5Uc89j/hXRiS5YDe+PpXmPjnJ164z1Cp/wCg1z14pxN6EmpXR7VEzCTY54xlT6inWsjRSy20jZwd8ZPdT2/A/wBK4XwL4t/tnTxp10+L+0QFZGP+tXpn69j+ddVNdB40nQ5kjOcDqR3FeXJcrPWh7yucJ47ll8KeMtP8S2qEpOphuFH8WP64/lVjxhqegeKvCDX0N/EtzAPMjQnDbuhUjrzW94h02PxToUtq+MMu6J/7rjof6V4Ibd7eaSKVdsiMVYHsRWlP3vkZ1W4adGSbqQsKTgGkJFdFzjEJ9DUYYZ5NXNNt/tep20G3cHlUEeozz+mahuZhcX1xcRW8cMMkrOkKDiNSSQo9gOKQCK49KmhmaGVJYnZJEYMrKcEEdCKiBHping8UwNKW7nvR9ouJnmmZiWdzkmqLn5jViDBtWx1Bqu3U0wG0mT60pptACYz3oIHWjPtTSTQAhAFM3Y5zTiKZjPGetACZJp6r3NN8qSPYG4LIHA9j0NPC8UASL0p4zUQ6daeM+tAD8k0cmk5HelGaAFNIDzRik70AJcttkH0r2nwFcCbwlZFTwibT9QTXi1x/rBx/DXsfg6E2XhK0TGC0ZkP1bmsaux0YZNyZ0FvqAlvJIhnCcE44z6VZueVz75qfxHp1vpGj6TeWkQhluJY45nHIJKE5x0ySOtVrl826kd6wceV2Z0xkpq6PC/F2njS/El5CqlYnbzo8+jc/zyKwDISMLx7123xNvoJtTs7SPBngjbzSO24ghf6/jXCDJPFdUXdHBNWk0SqgHJNSBlFQqvPNSADPSmSO8wdKUNmkwPSloAUjNIFHNLRnFAHpHwSuWh8fwwqeJ7eVG/Abv/Za9r8bzMLWxtx92W4y30VSf5/yrxD4Kkf8LGtQRkmCbHsdv/66918Zxh9NtW7pcqfzVhUy2Kh8SOZ3BRjOBUc6bkqlqVzJEFEKFjuALdAue5ParsLGW35HI4rl6ndbQ6fwTPusLi2J5ilyPow/xBrqa898MXgtNfETNhLhSn49R/n3r0GumD9046qtIWiiirMwor4g/wCE78Yf9DXrn/gxm/8AiqP+E78Yf9DXrn/gxm/+KoA+36K+IP8AhO/GH/Q165/4MZv/AIqj/hO/F/8A0Neuf+DGb/4qgD7WvyBp9xn/AJ5N/KvOZFKkY6182t448XOpV/FOtsp4IOoSkH/x6oP+Eq8RH/mPap/4GSf41pCfKRKFz6RdH3ZGcGgebHjhWFfNv/CU+If+g9qn/gZJ/jR/wlHiDGP7d1PH/X3J/jWntl2M/ZM+jJUdySUByOxxVVrUK2QjA+zV89/8JNrxGP7b1LH/AF9yf40HxJrp661qX/gU/wDjTVddgdJnvpiuF+5I/HqM1EwuVDEhTj8K8H/4SXXh01vUv/Ap/wDGg+JNdPXWtR/8Cn/xp/WF2F7F9z3GaRXKJcQYU5Gd3Y8EfrU8KIv3RtBA6V4G+vaxIMPq1+w/2rlz/WlHiDWV+7q9+Ppcv/jR7dX2H7F23PoaNzu+8AM9xVhJWyMupH+6K+cv+Eh1r/oMah/4Ev8A40f8JFrf/QZ1D/wKf/Gh112BUX3PpPzJPbIPpXlHjFjL4gvSTn5gPyUCuFHiXXh01vUh/wBvcn+NVJdRvp5GkmvbiR2OWZ5WJJ9yTWc6ikXCHKbayTW1ws9vI8cqHKuhwQa9D8PeP4rgRwalthu1480nEc31/ut+leO/aZ/+e0n/AH0a2I08y3iJOSUBJ/CsJQUjeE3B6Hvn25UJmhH7l/mcD+E+v0rzH4gwWy+IVmt5I2eaINKEIOG6ZOO5FYemeINX0aVPsl2/lKCBFJ86YPsarT3Ml3cS3E5BllYsxAxyfas4U+V3NalZTjaxX20HpxTsUmOK2Oc634b2P2vxVHKU3JbxvIc+uMD9TWf4q8PTeHdVlhZT9nmJltnxwyZxj6g8Gu++FenfZ9EvdQdeZ5BEhPcLyf1P6VqfES0W/wDAE8hQGTT7mOdGxyqudjD6cqfwrNS9+xs4fu7nh9ABpRxTgO4rQxLdkG8iTJ4yP5VC/DHNWLQkW8nHG4fyqu/3jTAjzRmlIppFACFqYW9KkxkUw0AGCaQKM8CjnOK2vCelf214q0vTsZWe5RW/3c5b9AaAGeIzEb6G3jj2NZW8VrIehd1X5j+ZI/CsjkV3Pxa0KXRfH2oMVPkX7fbIW9d33h+DZ/MVww6UgAHFODUgFKBTAXJpwY0zGTTwKAFyaUDnNGKVetADbk8r/uV7no3kN4csNs8YWSJEDk8AEAZNeK2tvHeatb28rFVfapI69OlemaR4eWxwscjbVPAZzhTWFZrY6sNF3bO68a+ILG7gsNHtZGeMXUfmvgbWVRwAfriqGrXkVlbNPIwWOGNpGzwMAVVX7NaxtNO0ZZed54AH415/468UQX9iLCyuFkMj5lMZyAo6DPuf5VCvORq+WlCxwF5czXt5LdzNukncuxJ6k81GpPpipJrKVIreaRCIpw3lsf4tpwfyNNXKjBroOAcCacCR2pmaUNQBJuPpS59qZupd1ADuaWk3UZzQB6F8F3CfEmxB/jimX/xwn+le2eM7h2urK1U4UK0rfXoP614r8F4w/wAR7JiOUimb/wAcI/rXtfiuwuZNShu4reSSIQFCYxnaQSefQc9aifwmlK3OrlLSLN73Q9fiiB82WDykx1zsYjH4muP8GSO+iJ5rO0q5Vy7EnIOO9dXJrNroXhuW0jkS4v7hXMnlOCsRIxyw9Bjge9c54fC2vh1MLtyCTkY5JrGWiSOmF7yfQ2dEspdR12IJkRxMJHb0AP8AXpXplc/4RsTaaOsrptlnO8567e3+P410FbQjZHNVlzSFoooqzM+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK6C2/wCPWL/cH8q5+rialNHGqBI8KABkH/GgDZIzTCMGsv8AtWf+5H+R/wAaQ6pMf4I/yP8AjTA1aFBLCsr+05v7kf5H/GpLfVp450cRxE7hwwJH86APpTQ7EaZ4c02xxhlhDOP9pvmP6mug8TaA3/CstbtlTNzLaNK3rlfmAH0xXgifGTxCLlJfsOlEhhgGKTHH/bStR/2ivFsiFH0zQmVhggwS8/8AkWsoLW7N6stEkcE4G7PrRis+fVZZJnIihUbiQqg4X2GT0qP+05v7kf5H/GtTA6C0OYpB6YNV3+8ayo9YuIt21IvmGDkH/GmnVZ2OSkf5H/GgDVorJ/tSf+7H+R/xo/tOb+5H+R/xoA1DTSOazP7Sm/uR/r/jR/aU391P1/xoA0TwfevUvgbpH23xo9865Sxt2cE/32+Ufpurxz+0pf7kf5H/ABrrvBvxQ1rwVb3o02z06U3BQu1zG7EYzgDa445NAH0F8YfD9rq3gS7vXizd6avnwOOoGQGX6EfyFfMByDiu71P48+J9V0u80+507RTBcwtC+2GUHawwcfvOteZnUZSc7U/X/GhAaefWlrK/tGb+6n6/40v9pTf3I/1/xoA1QMU8Gsj+05v7kf5H/Gj+1Jv7kf5H/GgDXpV61j/2pP8A3Y/yP+NKNVnH8Ef5H/GgDTuD/pDEZGMY/IVZg1jU7X/U6hcqD1HmEj8jWE2pzO5YpHk+x/xpP7Ql/up+v+NId7Gxdaje3n/H1dzzD0kckflVXOSKofbpf7qflSfb5f7qfr/jQI+hP+FeR6x8DdLdYwuqWkMl9Cx/iDksyH6rj8QK8JyCfY8ivQbf9oLxTbWMNnFpehiCOMRKvkS/dAwB/rfSvMXv5DIW8uMZPQZx/OgC7il2iqP22T+6n5Ufbpf7qflQBoAcUdTWf/aEv91P1/xoGoSj+BP1/wAaANMClArM/tKb+5H+v+NH9pTf3I/1/wAaAPYvgbCZPHbyf887OU/mVFezeOYba68P/ZLvU/sSySKxwpYyheSu0HJHT9M18t+EfiBqvg3Uri9062spZXiMRFwjkAFgeArDnitbVvi/4g8QXqXF3aaYrInlqscUgAGc9C55qZ7F017yPS4LOB5QIWlazTvKACx+g4xXQ6bo13rU8QjjEenow8yRuAwHUL6n9K8Oh+LGtQSKzafpcyr0jkjk2/kJBW7H+0T4siRY49L0JUUYCi3lAH/kWso076s3q1baI+n1UKoUDAAwAKdXy/8A8NHeL/8AoG6H/wB+Jv8A47R/w0d4v/6Buh/9+Jv/AI7W5yn1BRXy/wD8NHeL/wDoG6H/AN+Jv/jtH/DR3i//AKBuh/8Afib/AOO0Af/Z",
"path": "000473.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000474
|
Men Tshirts
|
{
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",
"path": "000474.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000475
|
Men Tshirts
|
{
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",
"path": "000475.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000476
|
Men Tshirts
|
{
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",
"path": "000476.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000477
|
Men Tshirts
|
{
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",
"path": "000477.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000478
|
Men Tshirts
|
{
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",
"path": "000478.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
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000479
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Men Tshirts
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",
"path": "000479.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000480
|
Men Tshirts
|
{
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uWHfPf8K6zw9rtprW2CaIWt6B/q+0nuvr9K4V2RAWVlLDvVCa4mYKz4LKdyyrwwP1q+RBex7fDE0YJdxIP4QM9Kp67qcOj6WZ7lUlL/JDCRxI/YfQdzXKeFvGrXDx2GqeYZiMRzqmd+BnDAd8DrWFq2uS63qUtwwdYxlIYn/5ZqP6nvU2AxZ4jPcS3c7b5rmTdIenHUgenoKu6J4ju/D1w0MbmfTXbLW7HlfdM9D+hqleuBtiD/Mg5HcZqHYjwdt44q+UZ7BZapZarpyTWrCSKQgOccoOrBx2OKmbUS8DSRqVd3Iiz/d7Mf8APWvNfB1petqjSwStHaRjF13EiH+DHcn9Otd/gk5OB2wOgHpXPPR2KQiqFIx0pelLwBz1pVG4+3es+pRn6noFrrcW2YFJgpEcyjkfX1FeK665tr6bT0lSTynKO8Z+VsentXrfjXxDFo2ltCjYupVO7B5VT0HsT/KvPfBnhG68a+INkgMVmhEl1KOMJ/dHuen610QQJGj8Nvh83iWX+1NRDR6RC2Bg4adh2HsO5r06+vrfS7hLCxtooIFHyrGu0cevrXWG3t9N0tLS1jWC3hTy40TgKBXm14xm1eVsk7flFbmsIpnQpqatgFjn0NaEcmQD61zUMZ4Oea3tOkEqFHGXX+VNIctC+rcUhlx3NO2AUxkyaqxBEzM3rTlQsKlWMA1OAB2oGVhbD1pPsoOc8/hV0A4zjgdTVG61ewtVO6YOwGdsfzGiwnNIfbubG43AZUjDD1FaF7GJYd49K4rVPE7RoZESO3jPAaYjcfwrU8EeI4tf067tPMeS4siAzOuCyNnB/MEUWEncxvEGmw31vPazLmOVCD7eh/A15ZceFNYtnfFqZ0Xo8RByPp1r2nV4cMe1ZUSjOKloo8ffT722G6ayuUA7tEw/pTFkUnAIz6V7hbMySKucgnpVu40bSr0f6Rp1rJ7mMZ/SodML2PCRQw46V6/d+AtAuQdltJbt6wyEfoc1jT/DKNlY2upOvosqA/qKh02UpHmbLTSma628+H+vW+4pFBcAf88pQD+RxWHdaLqln/x86ddRgdzGSPzFFrbhczgopCOak45GRkdaNme1A7ke32pduafjFOUZoAiKYGaaCcVa2A9RUbRgKccUxEGTRk0pWkpiF5PenLmgc04cnpQA3PPFOBNSEAjpzSbD2ouKw3vUisabtI60o4oESBzmpQcioACTUyCpaKQ8GnA4pBRSsMevJp9Rg4p26lYZZe3gUPGyjAG0ex9a3/DfjSbSgljqG64sRwhz+8h+hP3h7dfSuYln3uWBPPepHjSdd4I6dff3rVo4j2WTVY/sn22OaLyGhIjmDZUk8l/wA5Feda54jfxBe+cm6K0h+WFWHGe7fU/oK1dA8JyX3h64XULqa3gvNrQxp2xz5mD6+nGRXNahpd5oF79l1CFSGGYJ0PyOPVff1B5FRG1xleafYrbDhv79U1uZoZElSVllQ5WRDgg+xqfasvO7Ge2KIrK4nu4re3iEskjBUUdyegq3oI7rw/44ku7G6S5s5Zby3iMoMS/LNj1A+6c9e3WuX+0TX07zzSeZPMxdn/oPYdK77TtHg0bRoo4l/wBI34upR1Dgfd+g7VU1fwoL8/b9M2293j5lOBHMf/ZW9+hrNPUZw8uy4nAR8DONx6UqxRTfdJO0bSR1qK5RraZoGiaGZTiSIjlT71oaDpNzqd35SqwixumkVcmNfXHc+la9BXNXwhot1dm8YTyQWJQxSFcASOemM9165FZ+p6JceHpxDcq0ts5/dTxjh/qexHpXqFgtglpHa2mFiiGxEIwOOuD35p0tqk0UltNGssD/AHo2GQf/AK9Z31GeNFPOYksFHbAxmopLORScDzI/Qnmuq8QeFZbCRrix3Pajl12ktEPcdx7/AJ1P4Q0Qag6alcEG0iP7sf8APVwf/QRV3EXPDfhtNM0uW9uIsXzAYXvCh6H6nv7cUap4Xi1hBdWxEF8o5Yj5Jfrjofeurmt1F2bojJKbHyT07U1InEo8rbGCfnHbb3/Ssr63GjxLUrWa1u5VuIXhulOJEcc/596bptncalqEFvaJmR22kHoB3J9AK9e13w5Y67bmO4UxvtxFPGPnj9PqPasfQPDy+H4Z42kWa7lO2WVOmwHhR/M+/Harc9BpF7S9PtbCCOzjcpCuSZNuS7nqx+vT2FWiu3g/pSFcUjEsRjr0rllq9TRIbtLNiodRv4dKsHuXK5X7ik9T6n2HWrSrtVsgtj72wZP0rmtV8K614rulF5Oml6aD9w/PM49No4X8TVRg2NHBWFpefELxmltFJtSQl2lYZ2KPvPj8gB9K+hPDvh2x8M6UtjYJgdZJG+9I3qaxfCPhTR/Ds6Lp1sfMEZV7mU5kk+vYfQV2HauuMbDZR1If6Mw9q82iGdUl7/Oa9Lv1zbtXg3inUG0jxZeJ506k7ZFEZ4ww+vqDVlRdkeiRxn+7n8KuWZMdyhAIycHivIF8UTYyI7xs/wDTYg1asvFkkV1E0y3yJnJIfd+lNImU/I9uKH0P5Um3HXj615afGSvcbN2o8ruHzd/zqq3ikvkfYr2Qg8Zf/wDXVWM+d9j1K51Kzs0LSTISP4EOWP4Vjal4ra2XKRRW6YzvuH5x64ri7efxBqzeVp2ltCGbHmlSSB3zkfyrYg+HtrGgn12/HB3MJXC/qx4p2E5Nmde+MvtUjr5lzceiqNq49R7Ulpa+Idc2/ZoPIg6FgNqj3LH+lbCa54D0q4Ef27Swo4JGZW/MA12NleWupW0c9lLFPaOuY5ImypHtQNWOGtPAUU03+n3ZmYNkhMn8yf6YrtvD+jWGjzstnbpEZEIYr1YDtSTRvb3BeNcq/WrOnyE30We+R+dSaEWrxAL9a5oDEua63Vxnj2rlmX5/xpGiLthj7QM9wavRyfvSnSqNk2LqL/eAq3eL5c24cc0EMvbOKZtKnIGRRBIZEBJqU9KYiFgCOlN+70qbbmkdOKLIRVmsLS5hPn2kEmf70YNYV14C8P3ylhbPbSd2t3K/p0rpkUONppShiOUPB6g1Lih3PO5vhbG0pEGqsqekkOSPxBqYfCQgZbWlwBk/6Of/AIqu+UFhkCnTyuPKQcB2CEetTyIpM8U8R+E9Q8MyhrjbNaSHCXEf3c9cH0NYHHqK+h9VtLe+tprO7jEltcJsdD6f/WrxPxN4Qm8Plp4XeazV9pLfejz0J9R71DjbYaZhGPJpRCM80sbjbyalyOKm5SRF5I9KURDNTLg0uOaVx8pH5Q/Gl8vHepcD1pdtFxOJCUyMU0R88irG3FKBzTuLlI1jX0qQIMcLT8c5p2OM0BYi2HsKXy/Wn804ZoGR7BRtqbFJigCnI2HIAKkEgqw5FdT4M0E6jcSXd9HJ/ZsGC+1c7267fp3JrqPHHh3TJ7CTVJpRaXSEDzVXPmnoFKjqfQ1o6PKItFtk0pw1jGPkkUDLHuW9/UUSndHGkbcU9vdRKYiQNoIVhggdqhu7CHUbZ7K6gWe3fkxk9/Ueh+lLHLlER8K6/KRjirAhdtoDiNedxxliPb0+tZoDybxH4UudEkknhLz2an5pAPmhHo47fWur8E6ALWFdWvFKTyri2U/wqerfU/yqPxtrE2kqtlab0ubkfuyshZlXu7H1PQA1T8P+NVXy7DWgVXhYr3HU9PnH9RV6sDumt0imklVQPNPzE88/4U+CIiVTkCPB3J2PpRGHkIUYYEZByOfp61JGN6yKRhS+FwfvAd/zqbA2Y3iLQNO1W1eW8byHiQkXK8FAP73qvt+VVfCarDogi04+azndcS7MPv8AQ56DHSq3inU01G7FjGWWyt5AJ2VsCU+n0B/X6VlWKyWV8tzav9mYufmkJwF9COpHt3rW10SegW4kltyJNgY/vCz/AHcep96stA6phCqZPG8Ej9OpqnpurWWoMY5iouIhv8hupHZh+H8J5rUljihh+0XG8Kem2MsEH07UlELnP+ILs6XZtPH5xlb5FZiMu/Yeqr61g6R4ijtLf7NqIbYvVwmGUnnkAYIGfb8a1tVtnvLprh1Z7iEEKkUw4QegJyc8Hp/Kue1JWS2DLDcJI4y7j5tz+rH6EA1ajoFzt4j5qAo6SxSLkMrBgwPvTo1Ad0UAKqgZzzk9vy/nXF6Jfy6dK0MkqfY2Xf5bNwhzzjHQ5HSuht75LuFLyG4LwbvMkOMEv0CEdiB19qzasUi7eziGNUT/AFh+7/sj1rPVMLU4iaWRpWyWY5C9cVcSxZgGlyo9O9QoNmiRlkFjtAJPoBk1ettNZRvnOwnoo5IrQQJEMRoF+nWoJZNq9a0jSXUq1xCYYV2RgIPbqaqyT44TH41H5hkm5PamNyx9c1ulYo2NPkJSGVj/ABkE+1bGe1Y0MflWyLjGB0961IXEkYNJiGXI3REYrzbxLpFtJq8F3LAjtt2bmXPfivTnXIrlfEFn5lu2Byp3ChDRzSbIECxRooPYKKoa/qkGh6UL64tUuGMqxpGMAljnuR7Vct281vm6iuY+JCk6HaMPupdAn8VIFUiJGdc/FTUWYfY9F0m228BjGZG/HoKzpfiT4llztms4Cf4orVcj881yneirMmbM3i/xNMWLeINQG7r5cuz/ANBxWPOZLqQyXU0lxIeS0zlyfzpKKBC/d4B4HpXU+GPHeq+GbZLS2WGa0WRnMMvHXrgjkVzEMZmkEaBmY9kUsfyFdh4O8CSeINRng1BrmyiSISJIE+8c4xz0pDPZfDmsN4j8O22qvaG28/dtjL7+AcZBwODWjaRf8TWHA4BLfkKq6ZZQaLo9ppkEjPHaxiNWI5b3OO/NX9MR2vi5UhQh5I9almiY3VDkVzTD5jXQ6m2S3PSsEjLUjeOw6DKurDghga2r+PdEHx3rJQYFb06F7Uf7oP6UEMzbWTa209D0q+pyKy4zhx9a0k6CmiSWnEZFNHapB0oAr7drU/GVqQrmk2YoAhVsNtqUhfNjLD7vzA/pUbod2abKxEWc9wKRSRNdLkqT6Vm6hYx3ds/mRiRGUxyIejKa1rrjbn0qONQ6MnYipaGeCeIvD03h++KAtJZSE+TL3H+y3v8AzrLR8DBJr1/XdLTU4LuwlG0yD5G/uN2P515BJDLBM8MybJY2KOvoR1rKSsWidTT+tMhBZalCZrMtCAU8detIEwacFB60DFB7c0vSlEY6U/y09KZJGOTinBMelL5K/wCTShCp4zTEII/U08LSYPelUEckigBQhPcUhUipApNO2DvyaYjY8Ua3/b2orIhZbSHKQRn+L1cj1P8AKs7TdSvNAvPtVlKu5+JbZ/uyj3Hr71UM4RWZYwQejHr+XaqMzF3Lg/MR1pqKZyN2PZtB8RaZ4giWSFVFzDjdDJ9+Injj1HvV3VdXt9IsHvLn5mPyxp3kfsteHWJ1IajC+mtKt6HHlNF97ca7fxPZa1cxQXtyyXC2sIE0UCYEb/xMB3z3PbFJqzEtdTFvLmfULya8upN1w53MR0HYAegFUf8Aj5TyYxuVOQCc49aSSbNkHX5t7ckHoKiil8jLjlcYIq4rQTOj8N+KLvRmW0l3zWWeFz80Xun+FbuueJhHFDHpdyXkmiPlTr0VD99v94nI9q5rRtJfXL6OGDIUjLygf6tfX69hXo91oWmTWSWD2/lxRJtilUDcn+Oe9S7XA4O0ZvscM7bBGXMfORtUDlsfXgH3qew36lfCItCqtvKvIv8Aqh/fPuB/SoNW0rVNIeCCd/tMagCBgCVbHRf/AKxrp4IrJVsrSzjD3BQSako6hAOQD6b/AOQrVWEyzpixy2b29ujtGZDI4QEldv8AFuxksecE46+1drHYTmANLIzzSYDhG2Db6fh+tVfDdl9miuZXjVVZwseP7gGR+pOTW+BkCpbBI5zUFPk3AhSDKjGLoZDfj1GK42WMmzh8sGBzLiMBjtDlcgE+h9fU13+t/vraRACfKG7jqTXLwXsllIjPHHMv8BPaqRSpuWpiDw1dXrC5jjihDndtnUjGeeme39a6Sz0qzsLeG3RCYosnnq7HqzepNNk1Izz7xkA9c81dDMwyBmna5qoWLcPkqmI1Cj0xUch54NQA3GPlVR9aQ+bn5iv4U0hkpNULpiO/arfzY6VTugR2pgirHw4NXoLY+crv0zkVST76/Wt3btVRQUEzbYiansXDRe4NUrtwIsVJYOVC+hFISNQniqV9AJYiSO1XRyKa67lIpDPNrmL7JfsuMK3Ssjxbpz6p4Zu4YYzJMgWWNR1JUj+ma7LXrDzCWUZZTke9ZETA4IqkJnmmn/DPXdRjEoe0hTuHkJI+oArXh+Dl6Rm41i3T2jiZj+uK9E02UQ3QHAR/lb+lbhUYpmTieXW3wfsUYNd6xdSjPKxRKmfxya3LH4ZeGIHDtbT3BXtNMSD+ArsJIjxgURjaelAWIbaxs9LgVLG0htlHTykC4/HrUls2HbcxO7rk549KkdgRVWQ4BC8E0Dsa3lRopKIFPqOtT2gIDsSx7cmqiy+ZbIxPOMH61dh+Sy3DqQTSYobmLfHLMPesnHzVrz/M5J71mSALKQPWkdKFTqBXQsMwgf7IH6Vz8Z+dfrXRn7v4UEMwHXEjdetaMXMYOe1Ubni4cDjmr1sP3K0ySZRxTs0mOaKAJFNPC5qNTUoyKGAx4+Kz7hsRAYzukC1qbsg1QliZo7cY5a4z+tTc0gWb7iQCmQHvTNQkBnOD3NPi4t09aEwsZWtwhLmKYYxICp+teZ+PNM8m7h1SJfknAjmx2cdD+I/lXrl3bx39s8AkVJVwylhnBrmdVsIbuO60ufJVlAyRjr0YfjUyQJnkMDfw1ZXNRTWstjey2s67ZYmKMKkBrBo0THinAHNM5qRM0DuOB4p603inCixIoALc0/A6UgAP1pwBzzTC4hQGjylFPpQc0CbEC07YacMUE0xJlbVbPUdJvTa6lFiQdH6rIPVW7iq4EU0eCoA9j0r2fVdOsdQs/sd7GJw3KoRhk/2gw+7j1NcLpPhKzj8YCyuL+G4gVPOSMHbJLg9Cvp6kdaFI5LGl4M0AaNYR67NDI88jBYojyVjbq2OxPv2+tdSsbw3Dy4Yo5yDgZx1xirqur743UAH5Sp6Yo2fPt2n0GO4qG7sDjvEfguO7ie+0bZFcNy0PCxzeuP7rfpXnlvazvqq2Bjdbgv5RiZedx7EV7wAseyGNcKoxj361wGu+JbRfEaz2tpbz/Z0aGW42/O57hT7ev9K0jLQR02jaMdAs4rK1kt5JCwNw/wDEx/qB0rYDhxtdCD3KnisXSJrPVoI7uyufMQcHcMMjejDtW3EjFn8xNgBG5j/EazuNiSrG0WyXbIH4VHXduPb6fWsex0WLTtajeCeNRIrIXZyWTd1+bowI4B9etbUslvaWNzcSk28bAtLIDhsdOP6CuMtNXaXUHu5XeOBtqBBzsUdMitYk3PWIljhhjgAwqqFC47VLkBc+grh9A8SyWyrb6o5lk3YEwwPlPQj1H8q7CWYND8hyCcVVgRSmyyynHLZOK5TU4DFKdvCt8y+3tXWP9xvpWDex+fb57jmmdVMxoRx83JrV06X9/tJ6jgVkI3JFWo3KMGU8jkUy3sb0j46GoN+TR5gmjWQdxmogcGrMi0rVWulypqRWpZBvTFAGdEMXEf8AvCtyQfLmsZVxcJ2wwrbblDSGZd2+SF71dt4itunPPWs+4H76teIAQKPagC1E+9AfWnnpWfazbLxoW+65+U+9XS3JoGUr228xc46Vyl/YvayGZVOO4FdsTkdKpXVsJF6daEDOOhkDYYdq6C2uBLCrZ5rJu9Oe0uGkjXdG3JA7Uy3uDE+5encVRDR0SndQUFQwSpKgdDkfyqx1FBJVfrUG3fIPrU8vyk5qJOGDUAywH2oExnLAADuTxW3IoWEoOigAVz1nMZNetYs/KCWP12nGa6C6YLF6VLHBGHc9fxrLl/1pq/cyAEk1nMdzE0G6HpXS/wDLJP8AdFc0B8ox1JH866dh8ooIkYN6Ctw3vV61/wCPdPpVXUVAlB9a0LVc2cX+7TEHWgkClf5QSeKr7954oETK2atr8yA96qxKTirijamKAK0nDEVPCoKwfUtUEpyxqaHmKLHbNItEgWNVUFRubvjmq7xtuYZUBerMcAVJKx+1xBegHP071mazq0dkQiJ5k7DcEJ+VB6n3pNlqLehaZgq4hQyE9W3BM/nzWTqFtDLKJZg0EoACy5yMehrFmutRu8lrySPPaP5R+lV1S7gkWUXcrMP7zkj8jU3NfYMwvG+jyR7NSRRkAJIychh2NcYJHz8xP0r2GKKHUIJYJI0XzAQ6D7jD6dvwrzHxBok+g6mbeVW8lxuhkPR1/wARUNGbi46FNH3HFP8AmzxVZSQeKlSYDrwamwrk4LetPBpgdfWnLg8g5oC5MhqTOajXingZFOwrijrUiqMUwAA1Kop2FcQjikC807bmlAZeR+tFhXPVNZubTR9DnmlV4Yj/AMs42AaZz/Cc9c9/avGZBd3t+b6a4K3kz7xIDt2Y6bcdOwFb3iHxE+v6g8pXbbRbo7ZOnH98+5/QVhXcxhdUX7yptPp60lE5kdz4e8crMy2WvFUuV+Vbvor+z46H36fSu3Zof3KM+MuC/wA3RBzuz6dB+NeDvEzKsidWGT9a63wbqms3BfSYYftEPksVMj4+zY6cn+EsAMflScQOo8T+KUt7P7NZSEXl0Mkj70KdCfqe3tzXnuAgJK7UUcDPJqKVLyHVrhdVDQ6i7Zm83jHoF9R6HpUUgd3+RtwHB5zzVRiJlmz1WfTrz7bp7G2mHBXqrj0YdxXp/hrxTb64ixFkiu1XLW5br6lCeo/WvImBXhhg/Suy8I+GluIhrlyB5MRxbxt0duhJ9gM/WqmkkJGj4h18ale/Z4X3WUDcY481+5+g6D86x/PMO0R4yRyD2rU1Twu8Ma3Wlp5qAbpbUHLKPVfUe3WuZkmBYybiyHjA6g+hohqDRs2F07XEckuOW2eye49PrXp+i+a2niV9wWRiyqyhSB3Jx1ycnNeSaS0l1eQ28UaMs7CMhl5yTjP5GvaYoorWGO3hULHGoRQBgYHFaMqCCRwi5NYiSEtKp7OR+tO8U+JtJ8NWkcmp3XltJny4kXfJJjrhfT3OBXBQfFfw3JeuJft1ujH78sIKj67ScUJGyaOnv4hFN5ijC96jVuOKvQXFrqlotxbypNbzLlJI2yCPY1mMjQStE38J4+lBo3oaFlcbX8tj8rdPY1eYYrEVua21bfAjHqQKZmRhqmR8iottKow1ACmM+YGA75rTj5jFVFAIq1EeAKAM26UietOMfuV+lU7wZlzVyHmAfSkBl3rMsxCna2QQfetmF/OiV2BVmGSPesW/4nJ9qvWsjRRRtI2d4Gc0FGgFxSOuRTgDjml/CgClNArggisa/wBLhSJ7jzBAF5Z26Vf1PXbSxdoEDXF0P+WUfRf949qxIIrzWL1Z7rDRoRiNSQiD0Hqfei47XIrR7kXHl2ySyMcH5EO0j15reQsNqyxmKQjOxiM1bWSXAAUqO+aydfjL2iXCHDwuDkUyGieZNxzUDukMbSSMFjQbnY9gOprPS/unxvnJGPQVcl0WXV9NEE1wYoZ2BmOPmMQOSo/3sc+1MmxU8KNcXmrJczLhljaVvQBuEH5Yrpb+dc7B1qG2EFjLdwwxqmQrJj+7jGPwrPnmJYktUsuCKdw+6QgHpUI605uWJp8MRkkAxQak0UJKpIeFEg/nXQNz0NZVxH/oiRrx+8XB/GtAsR3oM2UtTQBEarNic2cefSqt7lwB+FX7VPLt0X0FMkr3j7UIqC1XcCamvlJIGKjt2C/IRikBehXBqd+EJ9KgiPNTvyhoGUY/mds1btwBGpPYtVWMbZWBq5HzCV96CkNfbGZ53+6i/oBk1wZd7ueS4kPzO24/5+ldrqzBNFum/vKR+ZrjWQR2DnoSNo/Gs2deHWjYkTK65UgjPUU+RMiolgxGAhKEDGV9agg1CcZjuYQWU4LR8fpSNXuWLZ2jk8xc/KcHFamqaXZ69pRtLtco3zRyD70bdmH9RVDTljmu3ijkDB3B47Zrogkcc0tuoA2AMo/2T/8AXBp2Mamp4Zq2k3mh6jJY3qYkXlXA+WRezL7VTFe0+J/DieJNINuny30OWtZCcc90Psa8VIdJGSRSsiMVdT1Ujgg0WOWSJVYjpwasxyKRgjBqoM5xip1HygUWJTLKketSKeRUES81YAPHp7Uh3HVMDUIGPWnAkc9qAZJnmng8VGoyT0/On49/yoEW9a8LT6S5vbBJLmwXmSIHMkPv/tL+v1rkJm/etKZRIJCWDA+te1kMhypOQa5LxD4Li1APd6Zst7sks8R4jl+n91v0NZU6uuplJHGabHcT3sNpDE0rXBxEoPJb0r2jw9oEWg6OLVWD3LndcTAcs/p9B0A/xrkPAelw6bZzXeoWudQZmjSF8ZhXvn0J/lXZWSwhDLb+chLkkFiTz/MUTldiSINd0Sy1y1Fvfx/vUB8i4Xh4z7HuPY15Zqug6j4euNlwu6Fj+6uE4ST/AAPsa9py+3J3SkdlAyfw6VkeIJ7W2sbp9RS3eHy/ngK5VQOhPqxPTGMU4tonc8/8NaRL4h1FYOY4I13zvnkL2A9z/jXqJtPKnIjVVtWiEflKuAuOOffHQiuO8Ea/pLWo0lE/s+5kcyKskm7zeePnPftg/hXblyQY5AQehNEhoihTyHVIgXRmA54I98+1Y3iPwjFqnm3Nh5UF4wySRhJj/tf3W9/zrooT+8KZy6pu5HGD0/rTp5hbQBu/QLj7xxRFtA1c5vwT4XuNOke/1O2MVwMiCNwMp2LZ9+3512oJyOarWZnNijTuWc5Iz2HYVKrc1vF3NIqyPAfijcvc/EDUkLsyQCOJQTwoCA4H4muBnAVumK7fxwht/iNqxuomkU3iybR1dCFIA/DivbP7G0yzsiLHSre3gMYZV8kA9M4YnnPrWt9DK12fPXhLxne+FLr5CZ9OdszWxOfqy+h/nXvUwi1PTo7y0IclQ6Y/iBGf5V85+IbAab4l1OzVQqR3L7FHQKTkY/A17R8K9Q+2eErWN3y8Aa3x67G4/wDHSKTNIuxqRsCAen9K07W4zH5Z6jp71V1C1+zXBlQfu36+xqFCR06ikam3Hz1qbZkZqjZzmTKt1FX1PagkVBgVPE2GqMDNOAxQAk6FnyOlWIuIQPamYyOabLMsMZOR04oAztTA88Y9KsQn7Rp6L0wNp/Cs2SZp5SxHJ6CtW0TyrVUbqckj60iizHeFLZd0bySD5dsY5PvVbU4ry6tGUXDW4P3ki6n23dfyqdNoPFTMcxmgVzmdO0uJZQjnAByB61umIAYGVHtVR4mWYOuARVl5wUAx81BV7iNCigvJceUgbA6sT/nNNmg82O4tX5YDaR+HBqwQRGNqI4Lb/n5wfWiG3xK8zuWlc5OBgD8KBI5rR9NmvQ7uPkjOxucHd6V0cPmpnzSoXbjaOgrPutZgt5TbWUYcjOWH3Ae/1Nc1cXeoX07Ga6cKTjap2jH0FBSg2XPEupS2piazm8mctgnhsr3GPTpWfBrF223zo45ARyQCpqSKziBzsBbp83NXI7HzXxGhdvQVOpquVLUiW9DHm3l/Ag1q2EqkFlguOnPyf/XqFbKaP/lmF/EVet/3ce1jTRlKXYdKWmT5YZECEMCxHJ9MVbDbzmodwxwRTkYZqjO49owwGR3zVqMgIBUA+7n0pvmY70AOuiMjNU2U9RTJ5mkmxnoasrGdgz1pDH20u/r1HWroOeKzVBjfNX0OcGgBskY3Eg06JuGGeQMinMM01E2vmgpFXX8/2MwA/iXP51zvkiWAIe67v1rsbiBJ7d4X+667a5UI0R8tx8yfKfwqGdNGVlYprbSjtUF5atGyzbcbuG+taxOHx2xTpI0uIWjbowxn096CnI5/S2EXiS2PQOwU11d2RFr9mdxCzQPGRngkHI/rXIXcEltchwcSxEHj1HNdNqVyLhNJvomG0nzB+OKCXqzVKEH0NeSfEfR/7P8AEgv41xBqKeZwOBKOHH48H8a9iZQa4j4owK3hS3nPDw3i7foykEfpVGEzylM8ZqZcA4qGLnOamEYJ3d6kyJVJzUyctjP4VAuPfNSrtU7toJ9akEWVAHBp+Bio1ZSOtOJ4oGPCg0oQA5piECnggn7wH40AeptHzlRVdo8ZI/Krg+6GHIIyCOhpGTcMjrXM4mdzOkiV5VlU+XOowsgGfwI7j2q7ZyxzKtvI32WY9MfMrj1X3/Wo5Y9x4ADeg71XdEljaKZN6HqM4IPqD2PvSWg3qdEvLAI21B19/qa8x8Ya+uu3K2NuSdPt5OD081x1b6Dt+daXi3UdUtvDbwRRvLbSfJNeJ96OP0YDuem70rg1uFihaY4EaLwF6e2K3gZ2GXCQyRu2zEjPuUqfu47V1/hjx1JCEtNXkLxjiO7PLRjsG9R79a4eOX9+shPy5yauRwNcTJFCheSVgqKvViegrSUdAR7St67TJt8vEhExZDlREOOD6Hk/jSMJb6aOQ8K7bI19B61j6Jpp0fSYtPaZpWVjJKScjef4V/2R2/E966HSYt108pAwiY/E9KwXxWNEjUfEahFPCjA+lRLyaV2BY0sYya60rFGT/wAInp0niqXxFcoJ7opGkKsPli2jG7Hc/wAq8y+OUV1Hq2l3SzTLb3EDRlFkIXepz06dGFe2bflrl/GnhG38X6Vb2dzM9sYLgSrKq5OMEMo+vH5UyGtD5gIOfX6mvXfhFFLDptxOZozFJc/JGrZZCFwdw7Z4x9KwvHvw/svC2mLe6fc3MyiVY5BPjowOCMe4xWF4D1BtP8Y2P7wxxXLGCQZwGyDtz75xTJWh9FzxrPCyOoIIrn5Ea2nMTnj+E+orft5POhUn72OfrVbUbUTRejdj6GkbLUpWs4ilyeh4rWQhwGQ5Fc9FnGD1HBq9bTtC3HK+lA2jZifacP0P6VO0bcFeRUMQSaJXU5BqyrBQAO1BJFLIIoyzHFY5ea/uSinC+voK0b8eZDgVSty0BYDjNA0W4baO35zlvU1L5y5qsDu6mpVjHqaAJfNUdjSfaOwzSiEeppfJXNICLeGPelZCRnFTLGq08AEHigYRHMCZPIGKpatdNDbCFGKtL1I6hf8A69W4jwQPWsjUcyX7gnIUAD2AoKSMuKPE4OPWokjwxJFXtgVs0zy8nIoNHIjhieWVY4xlmNdJa2sdrHtHLfxN61Fptp5EXnMPnf8AQVPLKASBQYydyOZ1BxUBKMOtMlyz5AzSeWq+X5siRmRtqBmA3HrgZ6mmQSBV7GlG4cig27IT6jrSZYdqALUcoKYIwapmUxysOozTxI3QjFMk25zjBNA0SW0SySlj064q42O3FUYZDE2RgipnuIm5O7d6Uhjyvqc1KjEACmqMgE8U+mBJuNKTkcVFSikMtRtujDGsTWLYxSG5QfI338dj61q27cSJ3ByKe6q8bIwBUjBB70mi4OzucxvUoGY4A709SMU+4057feiAyW7dh95f8apWzlSIGyWHTjqKk3umGpWizRCbunytjqQTj+dX9VgS2tbG0jUBYxtAH4VHcyLb2u2UbXd1VVbjJJ4/lT764SS4innYRwKwLPIcDHt60CNrd29K8x+KesJPdWejRHcbf9/OPRjwo+oHP41seIPHSWVsy6cmZn4WWUcD6L3/ABryZ7eae4kuJL65MsrF3dmDFie/NNs5pPUljTjrzUgBFVxa3S/6u+H/AAKMGnquoo2Q8Egx0IK0iCzyOhJFKCc1D5l8D89ih9fLm/xFH2p4+ZLG8UD+6qt/I0houxqW7cU8KRxVaHUYTG29Zk9Q8LDH6VKLy1JA+0xgnsTj+dIZOEB680CMLyqg/WnRSQOvEsbH2cVKEyT1H4UCJPD/AIpvdAkFtdj7XpxPQN80Xuv+Fem2l5bX9qlzaSrLC4+VlP6H0NeMFgQRjP1qbTNWv9AvPtFg+Y2P72BuVkHv6H3rEqUF0PY5FzUMiBhzwfWqOg+IbHxBbGS2YpMv+tt3PzJ7+4961WXrSaMtimBsJU9+DnoRXHa/4MMkc0+iogLHfJYk7Vb18vsD7dPTFdu0YPB6etQsu3jtSTaYNXPDt5SRo3VkKna6OMMh9CO1ekeDtCOl2yX1yn+mzDMCn/ljGe59GP6D60eMLHTvso1SaAG9RlRGHHmf7L/3h3qLwt4mkur02eoyqZZf9TIRjJ/u1pKo5KxKVmdmgXIBPy1uafGYdOVn4aQlz9O36ViRxGaeOEZBdgtdDcHaNo+6BgfSijHW5qQg5NW4FGM1RU81egb5a6QZzXj3xZc+E9IhuLWy86W4kMSyuf3cRxkbh1JPOB04ryHTfiFrWn6xealNKb2a4h8rZcOxRTkEEKOPXgYr2rxporeIPCN/YQxiS52iW3XOMyIcgfjyPxr50uNOvYr0WLWkwujwIdh359Mdc1pC1tTGV7l3XviBrOv2FxY30dkYJcAhINpGDkYOfWuUWV4JFnjOJImEin0IOR/KumfwD4r2eZ/YV1tIzyAD+pqbRvh/rOoamlvqFnPYWo+aWWQAcei4PU1LaHGLbPcNGvBdQxzLyk0ayLj/AGgDWpKoaM+tZWmW0djDFDCgjhiURooOcKBgVsE5Wpubs526j8q43jo3X60qtjmrOoRjYwFUIWJGKClsdLYJsskJP3vmNOkmA4U81nQX6LbLCxIZRj60+N94yDmmQW2y8ZNVFjdj0qx5jbcYNM8xh91TQAoiK9amjYAYJqGMyPIAQdtTvDwOxpATjGOooqqNyd6lR89TQBN2pQKQHIpwpjRHCP38g7Lg1jTnfcO3Xmtdjte4x/cNYgYDOe9ItCOMVJZQ/aLkKfujk/So355/Wr2kRne7kfLjGaBM0pX2ISOw4FUUy3UVblG5vaiNAvOKZmNWIAZOK5r4i2MF94E1MSqd0CLPE6/eRlYcg9jgmumeQL9KxvEkiSeGNWRuVNnLkf8AADTJbJJLu20vTFea4ENrbxLumnfouByzHvVmzura/tUubSeOeCQZSWNtyt9DXzzfeJNZFlqWi6w8t4k4jKm4JDQMAGVlA45HY103wn8VXVpq8fhy5l32NyG+yhh/q5euAfRuePWqcdCFPU9qVQarXS/vR9Ktp1I7ioLlcyA+1Qa3IVhZxgVNHaqCGbkipIxgCpOtIY4UuKbtIGaAeaADNLvANL5e4daUWwPU5oGiPeyOJU5K9V9RVnerx+YnKtyKcFVUIUYqu0qQYDYUMf1oKK84JaqdwpjRpGPAGc1pSqD8wrL1WQx2Uh9AeKRSIbjUxaaPbyTMSyrkHAJzzXEXd/NeTNJKzPkkgMc4rpddXbYW8APRR/KuL8QXEdhp/wBmQ/6Tc/KcHlV7/T0pMbdkc9dXT3lyZGxtHCgdqaPY4HvUI4PXFTqOMkg0JHNceq56fpT9jBs4Y0L6gipEDE4OCPUUaAOVeepI+lTxEA7VPWlQDPFTrgLj9MUhoemd2MZqXYMDMKN/wHJpgAcjAJx7VOg243AH2JoGQf2XYXDnzLKFiOp27TTX8Oae2CpnhA/uFsGryllxlSV+opwVXTlcE9SCQaLCuciTyeacDz1FMI56UoHNYmwirLb3SXlnK0F1Gcq6HFeg+GPG0GqbbLUwtrffdDHhJT7HsfauDwO9RzW6TDng9mHUUNEuNz2t1xTMYHTI7ivO/DvjS50vZYa1vmshxHcAZeP6n+IfrWx4t8VQQWS2emTCSa5Tc06H5UjPp/tH9Kmxk1Y57xbqyalqpgtpC1nbEqh/vN3P9PwrAIOQQSCOQR2NIiYUAcAdqcBg1ajoQep/D3WZtYlliukzLZRBvOH8eTgZ9+tdjO2WNcJ8KlURa4f4/wB0Pw+au2Zssa1grGq2FSrkRwKqxjJ4q1jZGWx0qwJTKqnpk0xvJNwLn7NF9oC7RKVG/HpnrVM3Uh+6AKWITTN877R6YoCxDfbpbaZuhAyPwrIjG+ujkhUW0wzn9238qxLOE+VvYdelBSJETmrO/wCWoyADgHn0pjHHU0Ayvd8kVjB2WeSIjoa17g5rNlAW6Bx94UFIkjjPBNa+mhWLq4zgZFZYar+nsQ0hz1GKBM1wVBxjijdg8VVDneKsUEDhTiBimkcVGsrA80DHNHmoihQ8HNWFYGhhTAEYEelPWoe1TIMKB3pBcicfNOe2yuZdmUsARyerdK6a55hnA67azrO1jl3Oyg7fu5oLvoQQIwsi5BG8jA/rWrap5cKioJtwUnuKswSCWIMPxoIY9mwKrSXAHA5ouZwuVBy1RQwGTk/dpiGlyxxTZrAXltNbyjMc0bRt9GUj+tXgioAABT05agTPCvHmnx+FdA0nw+J0uNQuCbrUJydzPsGyMZPIAGcD2rgQSpVlJVlOVIOCD6g16b8VfI1zxA6WG2eXTLVVlMCF2aR3JCHHPyqCTngV5xYvaiVnukaaMxsEjV9uXIwpJ7AE5/CtYvQwaPbfhnrmo6n4WM9/K0z21yYBK5yzpgH5vUjPWu+n2tGrLggng15/4G8I6t4Ut72K8vbS4trkI6JAzHbIOrcgcEfyruIN32ZFY9KiW5tHYnUU/wC7TVIFKSDUFDt2RimjrRmlBGaBksfapxUC/SpUHPNAEpXI4rJ1MESxE9A2TWzWZqq/u9+ORSGmUr67exjM4RpYgAWCcnb/AHh649Koaje2t3YsySq4x/CcH8jS3V9s0iQZAkjYbM+/9K8UuPHGp23iJ7m0ME1pG5QW8sY2TDoScc9enPFJs0ueweJb+ysLb7SyLlAMMxzjjsPWvIby7lvLx7mXILHAA7CptQ1vUvEMqXWouikfchiGFQf1NQKhPX9DQZydxVz3OfwqZVJHFLHGAKsgAAUXIsRpFgdDzU0ceH4PPvQuSeBkVOAuRtX5vrSHYcqsBgVIEYHOFB9cmlVSOoGaevPpQBJGCRhwD6YOKkTG3BLY9SaiUc8n8jU6sOABQAqHIJU5BPqeKlAYDI6Dqc4xTRgegFCpE2WUjPdfSqJOQJ5NLmowW3kjOM96fWBuSA8UtR7h609TmgBWUOhRhlT2rNkRrPploieD6VpkGmugddrAEHsaGS43K8LrJGCpB9aeOtVpLSS2fzISdncVUnv7pAfKiVsd6EzPkZ6d8K71R4i1OwByZLISt7bXwP5mvQXB81seteJfCW7ktPiHA05bF5BJAW9SRkfqK95e3O8sATmtYj2H2qKQSRVh0DIV7VXRXXPal88g43DjrVhYzrkm3k25zVm3bzIw471m3l9FNORuBI445q3Z3TmGNI4JMAcswCj9aCrGoIhsOWzlSMfWsmPYIwARxxV8xXE4GZRCuOQg3E/iahXSbdGLGSV89QWwKAK2RjGagfDNxWj9gtV/5ZA/VjUbW8CghYlH0zQMx7hSpFZdwcmFyjI24jBNbN7Ei4ABU+oJrFvSY1Ac9wUb37igqJZBq3ZyBZdp6NVNDkA1Ko5FBLNqNQHqfcBiqlo7PH83UcVaVc0yCVRkVXkGHIq0g4qCfh6AI1cjvUokDDrUYUGkwRzigCwq1NjjNVY5ecGrIOUpAQyfNIVH8SGooY/KyMYzUsnE0be9DfeNBXQhmXcjVVt3eHOPun9KvEcVWZALdmxzzzTERwtFLcYGWbua0GZY05rK011SSUn73ap5XeVwM4FAixGxmJxxVhF2jk1FbqI1/rUrPigBiRwRXZuI4IklcYd1QBnHoT3ryWz8Ga7pfjzSLhbOBbJJrgb1AkVYCxYCQdAcNgda9aDYNRynI600ZtEeEP3cY7U4HFNKORhajNtcsNqsOfU0Fom3qBncKBIp6Gq62bKPmkBPfFSC2IH36RRMG9TR5ir1PNRC2f8AvU8Wjf36AFNy5OFHFWrXeWJY1CkAHU81ZjwrCgC2OlVb1Q0Rz9Ksg8VBc8oakDzHxrfHTtHuYkcCaR/Lj9ee/wCArylNPgRlIBIHQHtXpPxLjb/QZM4TzWB+pHH9a4EjmpZRLGOKnWoI/SpxQBKjZqQOR1NVwD61Ip7UCLAduxxT1kbIxgmo0qQAHk9qBFhXdh1IP1p/mSBh02nrUPmJgjOKVSxPJ47UCLYkwcMhOO4NSLIcDCMQeoGKqoWPfBqwnAGetAMsDcBjHFP80oufmOPbNVvNIJGCfpTkkVmGFYe+aaJOYAyaeFpqrjpUlc6OiwzGTSjg0tGKAH5OOOvvRyeuKQU6gBRyCKrvZRM24Eoe+OQasAgUZoAXTiNLuI7m3yHikWUN7g5r6D+1wLZxXBbCyqGRQMlsjIAHc189kBlKlsZBFeyeDL6LWNOTUPm823RbMow4QqoyR9eK0iyJLqbMv2uU8stshHTG5/8AAVQktIMjzGkmP+23+FbVwAUJHXFZUgxIa2QkxUjjjXCIqj/ZGKlQkVHHyKmwAM9B3J6UDLkY4qGWdUOM81Wl1nT7ZBvukJ6YT5j+lZN3rls0m6BJpPcrt/nSuUotmv5m45qQLurno9eA+9at/wB9irkfiS3VQDazZ/3hRcfJIfqkezB7Guc1Yfuoj6SCty51y3uYtptpl98rxWJqZD2qOpyvmAZ96BpNbksH3F+lXbTablA3TNUoB8g+lWVWmRI29hX2pVcr1FJaTCa3G4jevBqcRg8UzMfC4kHHamXKgLu71CN1tPnqjVbkG+M+4oApRklsVPt4qtDkyEelWN+OKAInG05FWIJAy4PWk2hxyKiZDE4PagC0wBAz0HNRsCXOMc8g+tOMgERb2qG3fzIUbI6YFIZIImPVwPwqC6UJasAe9Wh9aq3bokZBP60wM+1gYP5jcegqwzhO1V42knfYnAqzNCEgHJJoAswNvQYNOlz1zUNplYhkYqR2zwKBCAkj3p6REsSx/CnRR4AJqO5u1iyF5bpQBKxVeTUTXQXIXFU082bl247VOtufWgBMs5zk1MmRQI9vepFWgB46U4dKTOKa0iqvNAEbSnOBU9vliCaoiTceBWhacpmgC0OBUUoyCKlzUb1Izzb4kRAaM79Skit9OcV5bmvZfHUAuNCu0IziMsPw5rxkUmMniHOTU4qCNu1TBsGpGSKpxk4xTsc03zW9qdvyelAEyjNSqBjmoEfHBqUNxnoPWmSyTGPugZ96kXJHv6CogQRnt65FSIpxu2f+PUCJgrA9cGpFLA84I/Kq+UzyGTHqeKesuGAUnB70AWdoPJ/Q0q4BwCR+NQHJBAJJ/SmiOVSBtjH1polmJmk5Hak85DzuAHvkfzpRJG3SRD9GFcx1CZ+tLz608pzjvRgDjcPoTQK6AZp3akxSSSwny4xZiJwOZY5SN/1U5GaYh1LTlg82DfbuJJQcGBj85HquOG9+h9qhEvHzo6n6UXAlr0L4U3gW+1KwZhiWNZkX3U7T+hFeeBgR1rU8O6uNC8QWuokFo49yyAd1IwatOxMk2e7zYVCzMqIOrMcAVyupeJtPSXy7IPdydynCfn3riNU8dWOoMJNQvLi4TOVt7eA7F/PGfqayZfHljEMWmlXcp7GRlQf1NXzo0hSW7O7j1rVbq4EMawwK/wB3aNzZ+pqSKzv9QmEc7TO46iRuB+FeXzePNYcN9m020h9HZmcr+oFZbeJvFn74rrN1Es33vKIXHsOMip5ynZbHup8PFRgyj/gK4AqKfS4bVcySfiWwKyvBuvabqui21zcNIdUs0xcQsxbe+MB/cGuqsSdS01zMmZA7DDDt2/SrWpPOzCihsZFyssbA9CsoIqdLKyJ5lUf9tBWVd6FBaXhNsojUk7oyMgfT0rQsJPs42NHEV9QvNNItyNOGPS7XnYZ27bQXP+FVNRhutUkjX7P5Nqh3LHxkn1Naa4IBB47VKGA607GLkzIj02ZQAsf/AI9Uo06fvsH41qCRfUU7ep6GmRcqW1o1vIW80EEYIAq9GRUeQe9APPBoESOqyDDCmglEA9KkJVUyelMIDJuHIoQijKuJCy5oicE4PWpOJM1BIuxuhzTAvx08gHrVe1fevvVzGB0pAQOmUIPSs9HMb7VPANaTzIARkCsp8GQsPWgZNcahHGm0Ebj6VRSG4vZdxBCDuanUru+WNSfXFaMakINwwcUwIobdYFwvXualYZXFPYYQmmxndQIYqn7oqaOELnPJp6gAVUu7sIhVTyaAEvL1YVKpy3tVKCKSV97g884NNhhadtx6Z61pRrtwKAFjiwBUwQUCg5PQ0AMmITHaojNgcGpbqPMOfSqCtu4oAc0xz1qMyFuM1MIVPXNTJAueBQBFAmcE1p2+FXHvVdUC9akicM4CkH6UAWyKQjHWlzimsakaOZ8QxCa3aM9HBU/iK8GTKjaeoOPy4r33WcgA/wC1XhV9GIdTu4lGAs7gD8aUhsYh5q0lVFGWq0nFQUkPIBNOA6UBTnqKdhvagTHbuOMUqyFP4QaFHHSnALTJsO86LH7xB+FSbkTBRG5qLauegqVaYiUtk8k49Kdv7AUwUGgCdHPPGPxp6sNwyCTjrVYNkc5p6yKB60xMwftEgP8ArG/OnrPuPzBW+qg1V708Y7Vgze50um2KXXhPW3jhhEu0rDi1DOXC54f+H2o8DaJdifUFurS7t5JbdRG1xbLMvJI6HkH3FGg6nqkGlXdlp63hEzH54JzGIyVwCce+D+FZvhrU/E8Guh77Vp70GJkCm9kO4jvwR79a0jHQ5JyfMYENzdncpuWDIzKylVPIOPSp1kupW8tnhfvlo8fyNV7uOS11zUIpk8tzMZNmc4Dc9antmJkzxwKlxNYyNASmNlzJCG6qQWU5+uK6CaCDWdNa8s4yt/bw7ry2BH70DrLH0z7j8a5lgJFKnv6Utpe3FjeRvHKUuYjuilHf/PQjuKmxoWAQeDFP6giPd/I1G7xrwXZM9nQgfyq/epFcQHVLGMRwHi6gT/l2c9x/0zbsex4qks7dAxH40DuUWjjdsLNHn0yKelo5A2xbs91wf5Veb94pVgGB/vDNQRRQxoEMEOex24P6VJakJHpzN80qhAOx4JqQabAWzvYewNSrHHjjev8AuyMP60oT/pvP+JVv5inYLhDDJZTx3NjPJb3EZysiNg16D4X8d3P22Gz1aCNmnYRLcw8Dcem9e2T3FcBiTH+uBOO8Q/pit/wVazXfjDTo5fJeKNmmbCkH5VJH64q4u2hL2PStYs285pEGRnkVkrjHX61106BkYnnNc7eQIJNyjBJ7VskJSLVvd25RY1yuB0NWRIp6VgFcGr1rc7SFkyR60yGaORRvX0p4iBGc0ohX3piGA5PFSRoWYDtTljA6VOq7eaBDbkbbVselVLScG2KHO5fWrsgEkRU+lZqKIwcdaALECfMadcw7kzjpVb7SYsFlOM9a0sh4sjkEUAZlkcTFa05f9ScdcVmQLsvCK1WGYSKQGMPmbk1KtqX74qHkS4x3rSiHA+lMYkVqka8cn1p5FTjAWopvuHHWgCCTJGKI3Ea5OKrsXPGTUZUt3NAiSe+AXC+tUVR7mbOML61aW2UnLc1ZCbVAA4oGCIEUKBwKdjFKOlLQIVW7VItMVTmpguBQA24GYTisOJv9IA98VuSMDGw9q50sRP6YakBsIOKmXjrTFAxTXbtQBHNMzuUTpV23iEYB71RjTa4NXkcmgCxuzRUampVoGjB1lP3RJ7V4XrAA1y/x0M7GvoPUoRJA3HavnjWGZddv1YdJmFTIoij5cf4Vb2jH+NUom+cVa38VmUiVeOnSnbh61B5lL5g9RQDJ1anhh3qBZFJxmnbx6imiWWF5p4NV1kGcZFSK+OppiLAI96d2qESegp+/jmmIGzjFIGIHOKQsCDjPNMLbQSSMe9BLRk7RnvTWz0AJPYCp9lVr4skH7tirM4TcOoB6kfhms1Y1ltcs/wBrSaNO9rBL5zg4kZGwobuARndg8Z4HvVSG2l0ia0u4WfzbyJiIGZ1KLuwDuBO7PUYFVEVoVxbSlvPiMc6lAFHP3c9x06V1q/2PM+kpKdRS5hjKCW3t9wiO07VQ5J+9jqOhrZHE3d3Of1CX7bbC4eNo7m2UCVGIYshJy4YfewcZ4yO9VIpNvStW50q7tNG3XFncC4AeaOVwCCy8lQBzyuQc1gpJGZCsR+XPyjOSB2qWjWDNNX3jIJ+lNdC6kZOex7g0yCQoegINWhzyoqGbok0vUrqxuhPEqNIqlJYpBlJkPVWHdTWzqmjQLpkWtaZIz6fKcSQsdz2bHojkds8A1gPE52spG8dMnqPSrum6pPp8peNRJE42T20n3JV7qw/r2qQaZD5jUbt3HFXtW0yCOKG/0ueSfTrjJ+dcNbt/zyc9z6HuKzkGDRoNFpJOMHrT94qsR3HWnox/ix+FIotBwetdl8NlD+J5TjlLRyPxZRXDsytzjmu0+Fz58VTj/pzf/wBCWqiKWx6tPxCa5+5Ks+CRW3qUhSyYr1xXLKS8gBOSTWyISFkUjp0pqkDrWsLPCnfWTIAsrAdAaYG/bSCW3Rl6YwfqKkyao6W58iRc8Bv51fAyaBEiCiV9q4HWl+6tVXfLcCgROrErVaBA0o4zViPlBSwx7HzTAgv4Mx7gOg6VHp9xmIwsRuXp7itJlDgg1j31v5MwdBg+opDLESH7SWrRyAh+lZNrcsR82Mj0q+ZUdcZoApNHmQt71YhbAHrSlVJ4IoAAPtTEWgcgVG5HSmhwKXep/wDr0AV3Sq77k5xV8snrQyJIMdaTApwybx7ip+tZ8imCbcOmavxEOgI70wFFSKOKVE5FMnuI4fvGgCX7ozUFxeKi7V5as+S+aQkJnB6UkULSvuagC/blpFJbNY90ojuHA7Guggj2J71hagp+1vjuaANXd8g+lM5alQExrn0FOC4oAAKkQkU0CnCgCdKmFV1kUcZxUwcEdaQ0R3CF4mA9K8F8d2JsfFtwQuEuFWVfr0P6ivf+oryr4tacETTr9R0doW+hGR+oqZFHm0ZwQasZyarIcEVZBFZjQpHFNC85p1GQKYxwxjoKkUrjkVGCDTuO1MTH7lzwKkU1ACc1IDQInV6fvzx1qt1p6MADmi4ifIwOKRvmHQce1R76XcaLisUwBuzVzT7U6o8thb2kU9zPs8p5GK+VtbLMO2dueTWekhU7ZMdOG7GrFvc3FjdR3VpK0U8Zyjqcfh7g9KzRpNXVjf1vwtc2+g2urLJbTQTrhTDjAI6A44zWJqFvdbMPfK9vFEmW+0BVdsZJCg88nH4VsfbdV0ewgXw+01zpV1btdSWLKGW2JO1gMgjAbOCelcjPqm23jjj0aUXAfPmFxn2HHXnmtovQ4GrMsXGp3VvpVw/9oPudTbR2q5XJK4QjHBxlvesAvbx6nIkKBY1Cx/KONwABP4nNb11peqJpl9rmtqtvPEqPbQSptdnlbG4fTBPNc9p0O6TLDgc/jUyZtSVzVWtCABogc4P0qnEm9sVfVQi7QTj6Vk2dUY6CFcHg/nTWVkcOuMng89ql4Hr+VA46Z59RU3K5S1o+rSaNdSSxxRzwToY57eYZSVfQgfoe1O1GxhWNbzT8y2EhwN/34W/uPj9D3qg0RGWj/EHvWnoV7ZW16/8AaLYsZI2SaMKxEnHA46HPIPbFCJcbGd2+6PwoKEjKqB+NW7+2gt5g9ncrc2cmTBKOpGejDsw6e/WqoZh0x+dO4KwkZ52kV2fw3mEPi8R/89raRfywf6VxTgkhs4I9DXSeAbgr450tTuBcyJz3yhqog1oez36+ZaOB6Vy6kpIGx0Nday4GD3Fc/d2jJKSBwe1bmdzWDrcW+6Mggj8q5+eN0mbcMc1YtLs27FW5jY/l71ozQpcID3IyDTAraXxDJ6kitNKwsyWU+R07j1rXt5VmQMvQ0CLEhwtVlTcancbuKcihVoEIowAKOahur2O3XGRurMe+mmkKxgkHvQBtCQDqwqG6KzKAWFZojunGc04Wdy38YFAyeOKOMHn8alLQoMswqGPTZSMtckfQUrWllFzIGmb/AG2JpgOF1bltqsSfanGVPekWTC7YLYKvbC8VE1pcTPufCj0oAk+0KO9NM49qVbBe7VMtjGvXJ9qAIBP7VJG7scLmphbxr/DUgAUfKMUAVJoi68g5qW1gMa4J61K7qg3E1RutRWMFU5NAFm6vEt0ODk1iGSW/mwqkrnk0xEnv5sZ+XuewrbghSCERoOB3oEQw26RqBtHFWlAGMcComOGxTw1AFpDWTqafviwxjNaaGq95Grjp1oAZbybolB6gVMCKpQ5QkE1bSgCUc04LTV6VIvWgBuzNRtlCKtKOKbJGGH0pDFD4XOa84+Kl3v0W3hbkm5Uj8jXocvERAryf4os+2wRZNgMzMTtznC+n41Mhnn/8QqyKpr5w5EkL+zIVP6GrSecQMpCPYOf8KzKQ/HNKBSgOMfuiT6B1P+FLvKg7oZRj/Zz/ACNFyhMYpetBmj287x9Y2H9KaJYWXImjz6bgDQJjskU4EgZxmgKTgggg+hzTwjelArCb8kZB/KphjApoUjpinfMOcD8KLhYCDSfWgs3pmmmQBckEUDsVmUMhBHFQxu6HY44/harJGO1I6CRcH8KyuaNFzTb26W8tIE1NrKFA4V92AgYgt9eR0qtrf9pvr0v2PXWuEdo3VVkwC3HHBx1qxoUMFzrtlbXagxSyiNgV3DJGBx35xTPF+neHdO1qVJI7r7QY45CBCI1AxjGw/QnOa1g7o4q0bSKHi8m2Pktem7kmYeYp58srk8EcdzxWbYxbYFAAyea6f4kWcNr/AGCYbaaETI8m6SJUDqQuNu0Diueh42kdqU2a0VoXreIR8kfNVnaDycVGp3RqwOM08fUmsrnSgO3pxSZQdf6078B+VB57A/WgYm9QP6g5qBxHCrTB8IMlhuqYqoGeh7YrC1q98zbAiZjzlnK4DkHGB6gd/eqRnJl3S78TXl8Y0j+zyxKu1h84IPDj0PUH2NX9qnoP0rlrCYwSEqoy3GcdBW6kz7fvn60NAi7tBPXFbXg0pb+NdGmd/l+0bM+5UgfzrnBcSgY35H0q5pty0er6fMzf6q6if8mFC3G9j6MfoaqSR+Z2qWKdbmFZkGA/OPSnO3ynHFdRznOXieXOygYFWNNutkggkOUc/KT/AAmodTOLjPtVWPnpwR0NBRuX0G6LcBytV9MJVmTtWhE4ubRGPBZcH6iooIRBIWzxQIsiqV9qKwDYnLd/am3t/tXy4uSeCfSorbT9iie65zyE9frQBVgtJr5i7HCZ6mtaK3SJcKBxR5m7AUYHoKkBwKAHrgDApQBmmLQXxQAlxIVXavU02G2A+dzub3oxuOTT84piJc4GBUbFgaBz3pcetIYiuM88VZGCtViopUyOlAiZ1AGfSs2e8IYqoq/I+UIrGl/1hpgNlklcYyaS3sDMd8hPWpY1DGtKJAqAChjI440hTaihRUi89KimfDYpYWJYUCEnQjDUxDkgVekTchrOTPmlaALiGkuBuC8UKpFKzADk0AVhFk1OFwKja4RTTDMzN6CgCdm44pgkIIpN2RRlfUUAXI34p5qn56J3zUscjS9BxSGSsgZSPWvJfipE0f8AZ7Y48xxn/gNevJ9zB615t8W4A2iQTAcxXC/kQRUsDyVeoParqnIqgCRVmJjs5rNlxJweaep96hDjPSnhuelTcsmzjkE5+tI/zD5ju/3hmqs0r9FIAHU06OUugJqiR/kxMeYYyP8AdFL5EQ/5Zkf7rlf5GgN7UpbikMUDBBE04+r5/mKk3y9p2P8AvRg/yxUQOe3FSDrQBIJbgcDyG+qsKbvlK8wR5/2Zev5ikzRuA7mmA6+tp7G+mtJl2zQuVYZyD6EeoIwR9ahBJ6VsIqa1oMjSSgajpiAKMcz2+eB7sn8vpWMDxlcEGsC0xGVlljnjYpLEwdWHqDmjXPGUOo6j5+t6PHeXKARCSeWRtyjnbgFRjkn8aVn+XtVS9R51QSys8KkbY25CH1A7VcHZGVSHM7lbWtfu/EItbiWARWkTFLdUVti9PlBYnoAB1p8SF8AVZezW5mE07ljkEKvyrwMcKOB0qysap91QKHK5VONlqLGGWJVPUCngE03OOtNL4HBqDVMflh3pu/nHemmQYzuxjk56VTa4S6gaUzNbacrFZLkD5pD/AHIh3Y+vQd6aJckSzP8AaoLkxXKW9vb4E9ywJwT/AARgfefv7VzBZ7qZec9AABgAfTt6n3q7qeq/2hJHFDapa2cK7ILWLJCjuSTyWPUk1La2vkR72++3P0q1oZatjI4PJXGRn1q3bZwcdKhY5OKntz+7H1pbmmxOBR8w5BORyPqOlLQDzTA+g/DlyLzQ7e4U5R1Dg/7wB/xrVYfKa4/4Y363fg6O3yPMtJnhYd8feX9D+ldfIcIa6FqYvexzeot++JqGEin6jzMaLaPzGVM43HGaYGtpZJikBPAPFW5IC4wDikEKQrhOBSFgPegQQ20Nv82N7/3m7VBdSmR+SaeWZ+AOKjaM96Yhbc8GrB6VBEMZFWAeKAHLTGHNKCQaXGaQwU8Yobmk5FAPrQADipOtRMeakQ5oEIT60opWTioElxLtNAEzDNZ13GVO6tRdpqC9QeSTimBSs13vWnjC1R09fmNXbp/LiPqaAM+ZyZ+KuQRng1nxgvNWvD9wUALIMIfpVNI8PuNWp5FQfNVGS4ByFoAkuLlYlIXG6qYdpOTmmOu5sk1bZNkWR6UAQhDmpVQ0kJLLk1MAcUAM8nP8VKLYMetPUGpUIoAdb2UancwzVkrt6DApqGpiMipGV2k21518TpvM8Nvk5/fJ/Ou01S+W2Xaud5rzj4hXDSeHeT1nTihgeaAn1xVhGKqBwR6Y5qsnWpww9ayZSHGbaclSPpzUiTIxAB5qPrSFVI5FIslZWweOtCJtXFNEmB1zQJ8nGxgaAJxxS76jDc4zR0PWgCXdThIF7ZqHzFHcU5SCaQE4dW6DFMY0hwvTP4U0v25zVCZasb+50jUYNQsiBPCSRkZDA8FT7EcVe1+2slnttQ04n7FqKNPHGR/qGzh4z9D09qytqg5UjH0rZ0HUYPKn0C/cJp1+2Ulx/wAe8/8AC/0zgH2rGxT0MXI5yPpQQpBGDgj1p15BcWN7cWl2nl3FvIY5FxxuHp6juKiDZUHJJ9AMUDuNRmikCNyD0Jqc7s9qgl+Zfu8jpzUVvPuLIT8w9aLXHctnkYqGeWO2hMk7BEHc1E90/wBoFvbxfaZyufLVsbR6seij3NZVzqESSb1kjvbxTxIB+4g/3FP3z/tHj0BpqJnKoloia6kQRLNqEUiQvzBZKcPcf7THqqfqe3rUEtvqepzpLcIkSIuI1AASNfRU7f5zTbBZJLh724bzJWPDSHLE+vNaT3MaYyTk9sVVhLUqJp6w/NuzIB1pHmfoeKc94W6LSC5U/ejBpF7DV5/GrS4UYHSowIuqjBPUGnqR6igZKHwKcrbmwOppqIzN04qwkYXkGi40dj8N717TxOLJWPl3sbBh/toNyn8sj8a9gk4jJrxLwRP5PjTSmcja0jRn/gSkV7fL/qz9K2gzKe5y99zMfrTrdtjK+PunNNux++P1pEySFHU8CtCTeLvINy/dPIpAh706NPLiVT1AxTqZIJwOlDJkdKUUpbAoYEXlkcigNj1qTcG46U0rQgED81KpyagIOakQHNAEpGRUWcGpWYAVVLZJoAe2GGDzUsdQovPNTLwcUAWAMisu5by7oY4rVXpisi9B8/dQBetiWGTTLpy4KD6U2GQlBj0pwj3vQBJZQeWpyOTVbUpcNt9K0chU64ArEvGEk/B4zQgLNlH8u4jk1oggAZPSqkB2oPpUm7OfSgCvcs0knB4qHywOpq2Y8moLpSkeaAGxRK7YB4qe4AWLAqGyPJqzOu6M+1AFe3XEYqbFRQN8pHcVKaADpQDzRRQBahORVntVGJ9vFWw+RSYGRqln9oy3ccivOfiAm3wy6kYKzxn9SP6161Km4YrzX4jW5Xw3cnbnDKT+DCpZSPJIzT6ijb5xkZFTHaei1ky0PDYGKCTimIOcU84JxnFSMjZ8dwKmRwV6/hTCgHJ2ke9PHy9MUwsKcHtz60uDRS4OetIYhUU4UmBnrQRjvTEPAJoPBwQfqKYMn/8AXUnOKLgOJx/EPzpsg3xketPYBSRv+nNJu4wW4Po1QUdHYWw8aRWlq93Hb63bDyS8oJ+0wAfKeOrp09xXMP8AKzrkHaxXcvQ4JGR+VOWV7a4juIJJI5o3DpIrYKkHgijUIVvrm61CO9WGe6cSSQsMRo+fnKgc4PGAOnOexpoybaKk11BAPnlGf7oOW/KqcGuwWWrW11JYpcQQyKz20h/1w9DjpUVxHfXCobpfM8tBGGMiplRwMhRk/jzVExbCB5YjA6sDnJ9s9KtJESk2XNc1f+1Lm4FlZR6XpskhkW0h5J5/jPVj+g7CqEVtIVA+4v05qdAqHK8n1PWneZ75piRPFiLAJ9gafKy4GBkVVMinq1KDk8HNJmqZLuBPC4qRFGcmiOPPLc/SrKQF+egpDGqM+30qeK1L4Z+B29amihVAMkE5zzUm8g42fjSKsAXaMADFKpx2ozxS5FSUi1p1ybTVbK5VlBiuI359mGf0r6JlAKMByOea+aZcmJgMg44PpX0TplwbvRbC4P3pbaNzn1KitabM5oxLtP3xqXTlUXG9v4BuA9TU15Hlycc5qqmFbcT0rYg03uD2WhHduuaoi4UkAHrWtGn7tfpTEIoJqdEyOcU0LinK1DEV5IyrnFPBOOaklIODUdJANLLux3qQOFWq8kW5g4PIp2SBzTAHLOe+DSqmByKcmDTzgUAIopQBnnNIDS5xQBZU5FUL6LgEDiraNk4pZk3pigDNtpP4SeavxDPNZbL5MuM9K0rdwygigCSY/u2+lZDAFtxzgegzWrcHKGqKrhqALEfC4p61ErVKp5oAmVc96p37ALtzzV5eFrNvjuagBLPg1eHIxVG1HIrQTgUAUSfLnKnoamzxUV0P34x+dPU5oAf1FB4FKvFLwaAEU81bjORVTb3qWCTDYOeaTAtGuY8T6cNR0S8gIzviYD644rqMVm6ipETYHGKT2KR8zR9BkYNWtxKA47dahu18q/ukHRZnAHp8xp6ZKg4rBmg7nPp+NO2qeoFNGfQ05eB0I+tTcaF2jtTtuR2/Km5o3ZoGBB9R+VGM4oDA07cAvQk0AIB+PvTucUoIAzxS5z0BpXGIFp4pBnPf8aUVSEOaVlOFVSufSmtKW6bQKXOSSEYe+7ims4PU8VJNyNiM/M2Qe3SoywGVK89sCnMinmq8hbgbmx2Bq0jOUhJmAUAfKCPyqtIyxJulZQmOCe/0qvc6gEby4MSyHj1A/wAazZdzyDzHMkvTPUCrSM3K5ckvbZf9XG0h9T8oqM6g38NvEPqM1GtqW5dsewqdLePgBMn3obSEk2MXUZD/AMs4cf7gqVbkN963Q+6HBqzFYhiCUVR6YqwLSDGDEp+opXRapsiguIuAh2t6MMfr3qf7YIjh4WB9c8Uw6dE2SoKmoZILiJDGcvF6+lLRjvJF6O7hfqxU+hqysqN90n8657eY3w3I7NVmOXByDj6UrFKRtcClBHUMPpWfHcuo65HvVpJVkGQfrUtGikSucofpXv8A4ekWbwxpLoQVNpHyPpXz7k+mB617X8PLnz/A1kM5MDSQ/k2R+hq6ejFPU0704LfWstju71cvZcyFe5NVljJYcHBroILFjb7nDt2PArcX7ozVO0i2IM9qtF8CgkHftTVJpgBJ5qQCi4gxmjpxS0nekAuM0rQgrS9KeDkUwKZ3IcU9XJ4NSvGG5I5qFk2jigCQUHrUQkI6ipQc80APjODU/UVWHWrCHIoGZ15HzuFJaSYO01auVyGrPUlHOKBGg7BhUJUk09OVFLigCNVxU8YywqOpYfvCgCZuFP0rKuDl61ZDiM5rGclpD9aQFm2GV4q4vC1Wt02oCetE0hZsA8CmAs43NnvUS5p6DI5pzLjmgAFOBphBpOaALSjPFIUIbNMic5wTVnGRmgBY3J4NQX4/csOvFSgYJNRXTfIfpUspHzj4ig+z+I9SjGRickY98H+tU4mYpksOuOtbvjyHyvF90QOJERv0x/SsKBASdwHA71hI0Q7c3ZgKcCx6uKY0ZJ4HemsgJ6VLKJScd6jDj3pNoHbFBx3pCHhsNSmdAcHr6ZqNcDOKdkUxokEgYZ6VIrD1qEU7HpQMnBAPDZ9s0BxuxuGagw//ANekKntRcRde2zyLxevRoyKiNpMfuywN9HIP6ip2B9KjY8d/yp3JZXkguYx/qcoBksJFP9ax9Ru3Mn2aHl/4mz0FX9Uu/s1scY3nheKwBG2DHn52w0jfXt/WrWhzS1YijClI/ungyEfe+lWIY0xgYzU0QIiVBkqo4Bq4iKiAFEJ9xQ2UkRRWwIwc/hV2C1WEZI596iigjc5aMY9VJB/Sr4aHjMcgPtKT/OpLihFweuacY1I5GaUeSBwZgforUoUY/wCPgD/eiI/kaRqQmBeoWmlNo68VYYMDgSQN/wADKn9RTRbyueIwfowNJCaRk3dosqlQMAnt2NZ0TvbTNbz9R0Pt2/CujltpdpxC+R6r/hVG+tm1CyWEgi7t1JhJXBkXqU9z1I/EVomZNWKyMQcE1YjJU5B5rPtZhNF15XGSauoSQaQ4suxSkjBPNexfDRyvgafPJF5JjHuFrxNSc5r2D4SXXn+HdTtSQWhuw2PZkH+FOC1G2dKls8025xgVY2BGwO1WjHt61WY4c81sIsRsQKkGagQnFTqCaZJIMYpe1Jj2opMBQaXHOab0oz70DHY4zSK2DSZOMUzByaYiwGzSMuRUQYipVkU8Z5oAgaIZpm9kOKtEA0x0BoAYkqkdeasxkYzWfIrRnPapYrjpmgZZl+YkVQmTDZFXgQ5zmo5osgmgRXhcgYqwORUCKQelTUAIeDU8I4BqGrMX3R9KAGXBIjNZPWTHvWpdH5PwrLQZloAvBv3YpFTPalAwoFSJ1oAjYFMUpbcKW4Hyg1GpzQA4Cgg5pRS5oAaOM1cRvlH0qrmpEbmhgWdue/FRSoME1ODkVHN901JSPDPiVDs8TRSYx5kH54Y/41ykH3jxk13nxVhxfafNjja6Z/I1wUJIYkGsJmqJsDrUZ608kmm7cjrzUFWEx7CkK5qTbijH0oCxGEGelBXBqQjnkfrQAPWgQ0LxzShF9/zpQQehz7etLn2NAxQMDgn6U4D86QEHuKcGU8ZoCxaclRVaRutTPgZ5qvMMqTnApxWpnN2TZg6jN5t5huUgTe317D88VEiOqjfy5+Zj6k0o/ezSnHyy3ByfZR/iRU23MhNat9DCK0uye2j8x1RR1NPP+sLZFPsh87dvlNNVRUmtkW40KwjHcZpQGqZQPLX2HWk3AdDU3KSGrmnikPTim7uetAx7hSuCB9cUwIueDj8KAQRwxzSZNADixDEq75HemvLMnzLM/HOc9DQSMc0gPBzimhOxiXG231kSwxqY5PnaNlyBn7w/Pn8atTJCZBIsSqjf88yVAqlf7vt0jEAqB0/CrtpOJrdfmJXGCDVWMYsekcezbvlA/wB+vSvg65i1TV7fezxzwpIpOOGViCPyavM0b5mHoa6jwFqcul+LreVAGWSN43QnAYYz/Smtyz3S7baOOtUAjE5qY39vcAHLIcchh/WlypA2kEe1agx8S8VbQYFVImAzk02W/SPIU5NMktu6oMk1Xe7GcKKpp51wcnircVsAMtzSGIJHk6A09fM75qYAAcCnZoAj+b0pvzZ+6amo707gNVSR0pNuDzUoNB5FADQ1PBzTNvFM3FTSAkaMGq7w46CrStmkIB5pgVEmaI4PSrQkDrnIzTHiDDoKgKGOgRNikpiShjipRg0AIoJPrVqMYA4qJAMirDYCE+lAFG/mCrgHJqlbgliccU66bfKfap7ZP3S5GDQBIvNTKMChUApHYKOooASbmI+1VkYCnTS5QgEVDGS3HpQBN5nPFOBJpFTvT+goAOtPQYbNNFOXrQwLcZyKSXlSKI/u04jNSUeW/Fi2A0uzn/uXGPzB/wAK8qSTDdeK9i+K2T4ZGR924j/ma8ZXhh6VjMuLLgOeaXB74/A0wepIFG9c8dqzNUSc+tFN3f7QxRuB6H8qAHdPTH0pQR71Hkg8k/SlyaAHE88Yp6gEdcVGOaXOKAHkCk2gcik3Ck3e1IC25AboM/SopDmNuAcjFWHTPcZ9SKhbIyCO1XHcxn8LOeshgAdcebnHrvA/pU235zUNonlX91GCcDJGfrVqTIfJ71TepEVoTWQzMRxypHNNHB6UkTlJAw5pxOWyOOc4oKL67WjUg5BoKKwwR+VQ2xBix3B65qcc/wD1jUloQj06VEwxmp8fXHrionxjAUce9MCMHA4FKZABliFHqTimP5iLv24T+8O1ReTZXH+udyx4Enp/9arUTKc+ULu8W3iDKA7Njbtb9fpUAvCy8oTnqV6j8Kgu9HazcPFhkP3XXowpIMGRY2PJ/Oq5DGVVvYhuRkvjJyO9Q2crxEqCQK6hNN0Y6BqE93qE0epIpNpEsO5ZCB0Y9ueK5+5sZLK4ClkcEA5RgwGee1NxJiy1bRM2SWwTXS+CkEfjfRi+GU3G0gjjlSK5RZXUghsYq7YahPbajZTpJtaOeN92PRhUpHQmfR17aI43Iqo3fA4NZWZYGwCVI/KrX9qu4IlVW5zkcVXnmWYhlzmtEU0ORzK4WRyM+lXYbKINk5b61mAMPStewcyREMclTQSXI1VRgKAKfxTaUUAIaQmnUjCgABzQ1M6U4NTEKDxS5pAc0Uhjwaay96VetOfpQBEDipFNRUoOKAJhg0ySIMKRTUvUYpiM4KUf6VOjZpZ0OcimIMGgC0nUYqWX/VmokOBTZpcIaAM0gtcEe9aMKEqCaoQqWuAfU1rRrtWgBHIVTms+WXc3HSpr2T59g6d6qBc0gFVCxqdFCjAojXmnHhsGmAopaBS0AFPUGmipUGaGBLH0xUh68UxRih32ipKOB+Ki/wDFLztj7skZ/WvE1bLAcV7p8SIhP4L1FyceWgf8mFeDqCTnI/OspIaZaGAc8D8aNw7A0hQYBA60BWHrg9qg0TH5XsaBnqMfnTdozSgBf4TSGO3Eep+tSK5PoKjB5pTmkO5MCPakYgYxUO7mn9VyKBXHZ9qQ89s1GS3QdqQM4ZiWznoPSgLmyVI64x2qNkUnr0p77yOWz+NQ4Oe1UiWZN3ALfVY5W4jk+Qn3PSluoSF3oQQOa1WjjnhkhkGVcYyOqnsR9DWe8UigCUDPRsdz6/j1pmcWloVU+6G9afn2qIgwybD908qakDewpjJoJfLfBzg1dLDsCR9Kzg2KvwurRZyMjrSLixc542kg+hpuOOh/GpdwIPzVGWVWJXr/AHSOKBsgmYrGcA5x07VBBeW1yvl3CeUw6Og4P1qw7Z7dayb22dCZoRx/EorSLOaqjWAmtRhSlxAedvUf/WqjNbQ3Odm4Hup4I+lVbXUp4B8uSuMFeorQDW9+dyN5cpPC56ADr+danOUpiZjFDLcGPaCGl2knHbI7/UfjWjqs1teyvcCJVmbG504EnuR6+9VZVwQlwCrY4fH8xVba0fBPy9sc0MExoGKGYhTjr1FRXDOqAAfeOAR61MybVQlhk9frWZ0RZ7lo18mp6PZ3SkHzIlLY9cc1pDpXD/Di7EmgvASd0EpTHseR/Ou2U9KpGo8dKt2E/kz/ADH5W4NU6cDTEdKMHp09aTpWZYXDiQRMSVbp7Vp5oEKKcRmo91KJKYh2zIqNlPapBIO9OyCOtAyupIJBp+aVkphGOlADwaWmKaeeaQCUEUUhFACLwalDYFR9qMUwBzkijaPSkzUgYY6UANLbRmqsshfip5Ru4piQEnpQxD7WP5gauk7VNNjQKB61DdTLGhBPNICjISZCxOeaFIqEOXbAqzHHjk8mmBNCMOKST/Wmnx/eFFwnzAjvQAi06kU4FML0ASZycVPGKrxqWOatIMGhgSVHIu4Yp5OaMVIzi/iM3l+Cr8Z4ZQpz7sK8Lbbz8iH/AICK9x+Kef8AhCLzb1BQ/wDjwrwnvUSGi1CyLHtESn6ipN6dDDj/AHZCKrxHOR2p3Q9azZoi4kMTrnc6n0GDTWjQZw5/FaiR2B7EVKWDHpUjuN8ln/5eI1HupFO+yv2eJv8AgeKYSM4PWjoOvFFhXJDasFyFViewYGozHKnWNx6cZo3DNLvI6MRTsFyJhtPznbn1BpAy4++v4VMbiQLgSNj600Ts3Ug+uVFAXNHdjt+tNJAORmpSCT6/SmMD3U0Axm7PfkGs8i4e5eR2zJv2umfkKdVZPf1/GtFowT6n2FRPGcYDFfQkHimiGrFSZBt2sT19KqORERkk56GppZJIZCXGQ/Y8BqaZI5EwQOezUybkG/Ip8UvkvuyMd81EyGMEx8rjpmpUayCq9wGYn+EHvVRjchz5Sw2p2uOZQCO2DUZ1GBhlZVH1zTHayfIjs2UdjzUTLZlWDIVG3AJHfNVyE+2ZMbsY4nT8xUb3brjDBs/Q1D9lsm2AyLghgfrzg/ypqW1sEiHmqrkKCAePQ0+UTncjchX3xgKc5IFOXyZjlG8mf9Gpj26AExydGI9eneqsm5RhsOPXoRVLQzNcXnBiu0Kvj7xHNVJX2t+6f5fSqqX7CPypkEqdsnBX8aA+eQ2RRcaRLHOySbx+KnoadIMXb5JPAK57A1AoycVM77xGR1UFTUs0idt8Nrgpq15bbvlkjWQD3Bwf516mO1eO+AmKeLLbJA8xHXk9eM/0r2UJgUI2Q3vT160bKAtUMs28qwyq5GcVrRyrIuVORWLHE0jfKfxrSgQQrgNknrTEy2TnjFG3iovMI9KmjYMKBEbLxx1pokdTyaslOKheM+lAD0lEvHcU4pVFGKTZFX1cEc0AQkYNLmpGXvTDQAAiim0oNFgHClHWmg0buaQA3WhelOxmhRzTAAmalUYFICB1qtcXiKCo7UCJ57hYUJyMmshnkupMZNKI5bo7j096uw26wgBevrSGMigRB05qelxSimAIDuHHFSTYCAk9KVRhcmqt5KGwo7UriGGVi2BwKkjjL9aZBGW59auABFouA5AFFLuyeKiL+lOT3oAmHPWhmGKYXx0pM5pDOV8fw/avCeoRY/5YMw/Dn+lfP4OVBHQ19Ka1ALqzlgI4dGQ/QjFfNoUxDyz95CVP4HFSwJYR8x+lPCEU2LqasgZFZmiIlJQ5FG89KcylulQng0LUGODYPJJPalMhKsFHbGaZuo3egxTsSICQKUyMe1HXjml2DGc9KAuxu40m7mlowPY0AbjEgkgmk3EinZPqPzpTnHOD+NZlldsk9xTTnpU7DI4A/OmMhHb8qoRXdPMQo20qfUVmXVtJCdwB2eo7VsEY65B+gpvGDnHNNMiUTEjuUbKupLHowqRJbyBJGhjTarqpZn28tnHb2NWZtPj8zzYBsb07VDLfX1onkpMLcOVL7lDK2D1II5xzWkXYxmmNuNQ1Eys0sIGeoR8gVX+3SA4aED6ip7m6SZ90d4sm7JYvEqZOf7o6VAyPgMSMHuF61dzKwjXitnMAyaZ50Y6wr+IpHUuhUYDe9IE2jHXFFwQ1jG7Z27c+9V364DZFWSMZJ9KqGNcoSetSykMZKdCjM2FFOZckKpyTxVuGIxLjjJ6kUikrkKwuD2qaO3wcknJ7VOqD+KpVUZA5x61NzRRJLSeWyvba7ThoZVkH4GvfxmRVdUbawBHFeA7QykdiCK+idJuHu/C+k3D8s9pGWPvjH9KcXc0WhRYP2Q0JHI3O2rpbJwKegPetBDIIyi89TViNSxqSNM9qkximIYU4qSIEUq0/HFADweKCMimjgUqtk0AVZoCGDCk8wpwRVthkiopIww6UACy7hT+DVXYV6CnLNjrQBKRk0YpBIrdDUi4NADQrHtSbDnmp+AKYx5oAQDA5NRPOiZOac+ShFUjGqtyM0DHvcSOCAeDTIrZpcFs4zVpEXbkCpVwBQALGFUAdBSMQO9OzxURUEmiwhYyXJxU4GBUSMEB4pGlByCaAEnuNvC9ahSIuNzHmn4HaN2P5U/8Aef8APMD8aQEse1V7UpO6hYnKBmOM+1Crzg0AG2nAGlxikIkz8p/SgBDkGmliO9K0mxT5jIB6lgKptKm7CSoT7OKQEl0rMhYdhXzt4gtlsvEeowRqVRZ2IB9Dz/U19DNKxQgrnjqOa8P8f25h8XTuMgTxJJgjHPIP8qmQ0c9Aec1aFU0wCOatge9ZM0QMe1QNGd2cdasYz1ox7Zpcw2it5ZJ54pNnNWcYo280+YXKQFDik8skY5/AVY2Zo8s+lK4WIVTb1RvqKXGT1xU2wgcikwewNO4cppEgnkc+1LhT/F+lN79KUqD0H61NgBox2LfgaaY8j7xB9TTtg9SPqc0EcdaYiAxkE/vAT700xHGdyn1walI9xTenJYUwIWDL0pp+dSrDcD2PSp3wR1zUZyB04oJaKEmj2cwPLRN2K81Ql0R4+EbzOP4Dg/lW8MnsaXHOcVXMT7NM5drS8TIaO4GP9kkUzybggkmUexU/4V1namtGrdQfwYijmE6SOV8i4YcK5+oNIbScLyldM1nA5yVb/vs0gsYB0B/OjnF7Mwra1KNvcc9variQg+n0rRNnH6nFOS0jUdWz71LkWoWKHljps/WnLGuehq/9lTvk08WseOjfnS5i+UpbABwK9v8ABdw9x8P9OZzzGrx/98sa8hW3iGPlP51634CEdz4NSBWwYLiRWA9zkfzq4PUGjWtlLNx09amZShxirJVYk2qoFQq3mHng1sQTwglRTytNRgMCpCwpiIxwaeDmmHrSrkGgCQjio0OGqTd7UgXJoGKadgFaic7etCuTwKAArURGex/KrB6VEWwfWgCPySeooCMmdr49qmUM/O7FK0eAeSRQAxJWxhhz608Sc/dpmF/u0oIH8P60gAsCcUwoc8L+lSg80kkqRrl3C/U0wGYIHJApQF/vVVfU7NCR5yEjsOaqTa7BGflVsY6uQg/U0rhY1xjHrSMR/d/Wuel8RQCMu17p0Kd/MulJ/IVjzeNNGGQdbaRvS1t2YfmRRzIdjtWkC9doHvUb30Mf3prdceuK88n8d6HGxKWeqXr+smI1/U/0qj/wsRhnyPD9jGR0LyMx/lSc0gsenf2tbD/l5iOOu0E0n9r27nAcsf8AZRq8luvH/iC54juba1HYQ24yPxOazX8S+IH3Btcvfm67WCj9BU+0RXKe5nWLaKL94JFIHG5Nv86wL3xvYWu4+fZxj0ecO3/fKZrxiQvPIXmlMrnq0jlj+tIo8sYVUUeqjFT7UfKeg3nxPTzWWI3jr/ehiCD8NxzWXffEXfbkW1leTyt3u7nag/BOv51yJOT8wFJxil7Rhylq78U6/dgj7YLZD2togv68n9axXe5uWLzXdxK2eryMf61oYGD60LhR0FLnDlDRr5tKn8355du4qjudpJGOeam1bUZtZnhllVIzFF5e1CSOpOcnk9qYMHPAo255xScw5CosHfcePap16e9O280mD3FS2UkH50DpS4o20h2EyDQBRt+lO2DuP1oHYTj1owKfhcfdpAPagLCYxShSfT8qcBzQVzQAf2np/wD0ELU/WRf8aY2o2PbUbQfSYf415tRWtjj9qz0kapZd760/Cdf8aX+1LD/n9tf+/wAv+Nea0UWD2r7Hpn9q6f3v7b/v6v8AjSnVtOIyL61/7+r/AI15lRRYPas9HfVLFs/6ba4/66r/AI0w6nZDA+3Wx+kq/wCNed0UWF7Q9EOp2P8Az+23/f1f8aBqWn97u3/CVf8AGvO6KLD9q+x6L/aVj2vrX/v6v+NIdSsv+f61/CVf8a87oosP2z7Hof8Aadl/z+23/f1f8aX+07H/AJ/bb/v6v+Ned0UuUPbPseijUrD/AJ/bb/v6v+NO/tOx/wCf+2/7+r/jXnFFHKP277HpI1PT+99bf9/V/wAaP7VsAQft1vj/AK7L/jXm1FLkD277Hpo1TT+9/a/9/V/xr034WXIki1OFGDq3lzKVbII5FfMte+/B66WHU7aBv+XjTwo+qhT/AI00uVlxqOZ62wxVdlxVu5lghUtLKqD0J5rGm1eLe2yKRkH8QUmt0IuhVHP9aeoBOBWbFfvPkx20zKO+MVMJZ85WzuM+wH+NO4F/YRzigcVSl1OWOLMkcUPqZ7hEArHufF+mW5xJrenIR1EYMp/SldDsdSDSltoy3A9TxXBzePdEUEHV7+T2htCP1xWZdePNIjUG307UL9+32qURqPw5/lSckPlZ6HdXVqq5knQf8C5qrFfwh/3dwjD0Y15dN471ZmP2az0+0XttjLn8zTG8d+J2G37Zbp7rbpkVDqJDUGewtqNpsyZRn0XJNQG6Lcx207L6+WQP1rxW68Q69eH/AEjW70j0jIjH/juKpSXN1Iu2S8upB38ydz/Wk6q6ByHt76vBbt++Kxf78qL/ADNUbvxzo9t8r3tmG9DcBv8A0EGvFDFGDkxoW9duTUi4x0A+gpe1H7M9NuPiRpsQwly8n/XG1JH5sRWTP8SZCf8ARrW7f3llVP0ANcPnHIxil8zH8P60nUbK5EdDcePNdlY+W8MS9gdzf1FZs+u63cuXa+mBx92FQM/nms7ORkY/OlXdu4OCPeo5pByoiutWvZSBJqF6+PvJ5pCj8u9MkjhmHmRmU3GM7ZGJJ/OreW3HJ3U2Z2MbBVYsRjORx+dPmJaKtvHEI2eQrGwPOQAaYt2nmcGUL3GeDUUdvKHBliBXH3c4B/Kplgijk3PAdp4A35AqnYn3h/2yDOC230yDUqyI/KujfQ0kcECL+7Und13HNI9vC4xsUfTiobLV+pJvUcFBmlBU9FqNYWVcA8ds0x45OoJB9jSKuWDt/u4ppIA9RUYj24IJbHXJ60DGSSCPYUDH4BpMDsaUEMOOKbkHn+RpgBXvkCgHB7U3B3dDj0pTSEPJGelB9c1GSRS4fvQA/p70Fx3FNGc0mc9RQA7cOwpee54puKcTxQMARmnZpnelHWgY6iiigQ7ApSM0maM5oA8xooorY84KKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr1rwbfLp13od203kpH5XmSHshUBv0ryWvRNO/5BVpz1gT/ANBFJm1Hdnvp1aO+kLaaloYe85nTH44OR+NcV428X6no15a2mmXVhKs0TPJIn7woQcY64rzvyY+fkXnrkdaVIok5VAv+6MVXMbWNn/hLfEk0ZWTVpUVuqwKsefxAzVWTUtQlUiXUr2T13XD/AONU9wFBx1GKhtspIUxoxLFA5Pdhk/rTgcdBj6cUzcR0/SgHio1GhSeaOO5ppNKCMUiriEnPBpwP503g9OfpR7c0DJM5FNIB4PT60hIHGaQ4I6n8qLCDgcUZHcGk57Gk3P3xQAue/wDSjim5J9PrThjHrQAKAG4H5U8n2powR0pQB0GBQAuQfb8aaWzijAP1+tBHHUflQAcg9vzoGOpXI+tGB9T7GgexoELlOyn8KXP+SKa2eoJ+uKTOOeTQMcTzxjH40m9R3H4Uwv6VHk0ATeYABnH50mcjC4P41FgE8infKFximK4vek+TdwoBo47Cj60CuOBAI459qdu65xiozjtnP403n1pWC5IQvrSAsDznFM3HsR+dISwfd2xTsBIeeDSfKvfFNGTz1pckUWAXev8AeFGV7EUm4DrQHHt+NIBQfepBUQbnt9BTgW7H86AuS80tR7io55+lAkz/AAsPqKB3HnkcUgzTd4HcUu/PcUBc/9k=",
"path": "000480.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000481
|
Men Tshirts
|
{
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",
"path": "000481.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000482
|
Men Tshirts
|
{
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",
"path": "000482.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000483
|
Men Tshirts
|
{
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",
"path": "000483.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000484
|
Men Tshirts
|
{
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",
"path": "000484.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000485
|
Men Tshirts
|
{
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5ZNK1bEsLLiGQ/wDLQfXswr0eG4SeJZI2yp71m6tYwajC0Uy9eVYdVPqKuM7GM6alqeK6rpV14b1VXiYqoO+CYdx6V6DpM1n428PyW8+1LuMYde6t/eFWJNNg1CGXTdTjDBceXKOD7MKxdYvJPDItYtF0q4glikzKypvSUehbvmt+a5yyjZnJxpqfg/xIzK5W6g+Zck7Zk969MntdN+IHhmOaMgXSjII+9C/cH2NO1TR7Pxjoa/uvs13tDgsNrxORnafavOdJ1bUfB2vOkispVttzAejr6j39Kq4hmm6jqXgrxHIHTayHbPCeki/19q9E1rR7HxzoMd7ZOPPwWhkPUn+41O8Q6BY+OdCg1PTWX7UFzFKB94f3G964Dwr4juvCerPb3iP9kZilzCeqNn7wpjG+GfEl/wCDNYe2ukK2rPsuoSOh/vD3r3GzvIb61jurZw8Uo3Kw7iuD8Z+F4fE+nLrGmAPchN2U6TL7+4rqvCaFPCumAqVIgAIIwRgkf0oA3ww9DisXU2T7VKc5bfFkY961wxXocVgX94lpqUnybixjHPQ80CNWyiSO0mRe8hJyc9TVK6MY1WFSoMmw7W9B3FWrCUzWsxfn962M1Quwp1O3O4b1U9+cfSmgCRwCPeqE7KGyOx5qxcPtOc9BWVNcMWIx96tbaAcHp3zeLVz3u8/rXsplxxXjWkHf4oic/wDPfP616o90Dnb19c15td2Z0UVoXZLkJyetUXdnYknrUW9n+8c08VytnSkPUVIFzSKKlUUhtCgcUhBwafiqGs6lFpOlT3krY2Kdvux6VaIZzHh7y5/iBqRC71RCfoc1v3ySve/6QpEQPyD+9WR8O7CT7NeazdD97ePhP90V6boWnNdTi4dAIYzjLDOfat6fxHPU2ODlcucEEDsCMHFZ15CWG5ccV7PqeiWOrW7RzwqHxhZVGGT/AB+leWato9/pF08d1A/l5wkyjKsO3NdqscsjmpoyYjxxVNJHTjtW9NbeZD8uDn0rFaIB81RKOw0rbqugSWsnMigrk/oa4m4ga2leFxhkOK6Lw/efZbpQT8rfKaZ4xsvKmjvI1+WT5WPv61glystHLOw/GvRvDIjg8MR3E7AIctz615tJk9OtdxeW9wNBsNNtwSz7Rgdu5rDEO+gxqNJ4l1U5YraQk/gv+NO1fUn1G6TR9PTEQO0gDjj+lWL2ePRLCPTrI5upPvMBkk9zSxRW/hfS2upsSX0i/L3IPpU30GdDpGn2mnaQ9quSzj5j6muVtrqPw/4g8pv+PeX5T/unofwqzqN/cWXh+3uiSZ3KtkHGTnOPypuu20Wq6RBqVqBjaHGPTuKmC1YFnxLA1pcJf25AOc5A7/8A16f4w1BW8E+ZGNjzIv5tTNHmXW/D8tjMxM0QCZ7kfwms3xnlLbT9K7tIob2CitOtgOXvh5NlBCOOBn8qzsgVpatIHmUDHFZjV0R0QGz4VXf4gjY/djUtWxrUpaduOBxVLwbCPOvbpuiqE/HrUurTK03y96xWtQp6IpB8U43KBepz9KhLDpUL11HO0djRSUo61kbDhSim0UAPoplFAD6KaOtOoAUda39OlM2mqCeY2xj0rAFbWgEEzxnuuQKiRcWdBp8rKh54FWmvcdHU/jVCE+XE/FZbzuztz3rJo6Is3zfHdnK0C63H7wz9awBK3qaY11tP3wDQWdHJcKigsetVXvY8HmubuNXmQ7SQyjpWJdeL7C3lMU1xscdVxzQOx2r3qc1SmuFlY8AiuKXxrZSXKxJ5hjPWRhgCtyLUY5UDxsrKe4NA0RXLyaTOskMZe1lOGXP+rP8AhWgZN4zjAqjdzedbso79qqaXqazwmIkZjO3OaAsTnRr7WtUit9Nnt4blQX/fqSrAduK07nw54wtI1U6Xa36Dndb3G05+jVXtbiWyvY72IjzIjnnuO4r1uyuY72ziuojlJFDCtIs56q1PIwdUtx/p/h3U7Y5yXVBID9dtU7waBdv5mpWpMoXbuuLdlOK9wA4/wprwRSriSJH/AN5Qa0uYnjGix6DpZkj0u5hRJeTEJsjPqAaoeJ/A1h4ku472Oc2tz0d40DCT0zXr914S0C95uNIs3J/i8oA/nVB/h74dx+6tprf/AK4zuo/LNPmA878LeHb3w1C9rLfJc2JOQrIQ0Z9q6dQoUBQAPQVdu/h8UV30/Xb+3Yc7XIcfqK47U4/Fei2jXyXFjqVtEheRXjMb4HsKHUSCx0jHArJvdPSd/M3ssmVOQM9Oax9N8T67qNtDOnhx5IZl3o6SgAikfxrbwzmO+0u+tWU85jyBTVRMHFm5p8jm0LTEbvMbH0zxVS7RzqkU6keWikH1zVGPxRoEqOkF+YA5JIaMjBPfpUqalYOgEd/DIAODvAJq4yVxWYsp84sxBXtis2YBHGDnOf5VduMPEWjkRh6qwrCv7uKxjM88gAVTtTOSxxxxW2ltydTldDUzeI1C4x5pNekL1rivB2lSvcHUJ0ZFJJUHjrXbgV5Vd6nbRWhKo4p60xelSDtXObk60/PNNWlJA5PSgTHlgBycCvOvEF+3i3XINFsgfs0L5ll7e5+gqfxb4nluZRo+kN5kknysyevoPf3roPCHhhrCEWkKl72YA3EnUJ+PoK1ijFyOj0TS1mMFhaARwxKAWA4VR/WvQIUS3hSKIYRBtAqhp1lHp9qIYup5dv7x9avLXRFWMJu5Mp5pzosiFHRXUjBBGaYtSitbmNjH1jwtpetwCOe3WNwpVZYvkZfoRXm+u/DnVNLAksM6hbjO4rxIB7jv+FexZpM4OR19aq4WPnRA8FwUYFJFPKtwR+FdDHPHrelSWcgAePg5P5GvU9W8M6RriEX1mjSY4lQbXH4iuMb4d6hpN88+mTi7tiCDFIdsmPr3qaj0GjyqO2ddQjtXBDiQIcfWvSdTu4dKt1uHAecgBF7njFZGoaG0Hia1uZYJIAX+feuMMOntT57V9Q1xry7bbY2ycbuAWrlnqxiadA1r5mt6k581gWVT79PxqKwtZNfvWv7s7bVW+RW4Df8A1qrtPP4j1QRRFhp8Z5bpmpbrWBPrNppliwWBHG/bxnHYfpRe4HUa3Bb6lphs41AKgAflwa5bwte7Tc6Pc9ydgb9RT7jXfsPiuKGU/wCjSII3P93PQ/nVXxLaSadqUOpQjHIYkf3h/jTirAWNOSbSvF0UKj5JMnnoyelVPF1z9s8WQIPuww72P+0a6a0Nvq8dvqcQ+ZYyQf7p7j864a5uRPrOqXWCW3hFz6Cmn7wjGvJC92+DwvAqIEkYoclnZj3JNNPQ10pgdh4dYWvhyRyP9bKW/Lisq7n+cVpsotdEtIc4ITJHuawLlwZODmsKK95mk/hQGUk+lOV89ag3UBjmuswZ3lKBSU4dKyLCiiigAooooAUdadTR1p1ACitPRZfL1BVOMOMVmCp7abyLiOXsrAmkxrc7J1xE5x1FYDkhj610RcSwBx0YZrCulHmNxWMjpgQxT+W3PIp8ptbhcNGufWqzrURU9uDSNSneW6I+LaAsf7xPArl9T8Nq0Tz43TDLFsda68+Yv8WRRsDqVboRigvQ8zjsS6Bq0YLO4EQ8qR0IbJKnFaL2RjvpIMcZyv0re0bRpb25S1gTc7nr2UepoE3ZXKlpvaBRklj2JrpI/Bz3Xh62vtOQLdKztIvTzV7fjXdDwlpJSASWwLxALuXjdx3rZhgjt4UiiXaiDCgdhVJGEq/Y8dt4bppFgktZklXghkP+Fel+EoZLfQYopUZSpbAIx3rb2jjj8TTsCqsZSqcwDpS0UVRAtJmlppOKAEYAgj14rh7228yG6sZQBuDR89MHof1rtSe9Y+saa17GJoT+/QdD/GPSs5q40eO+A7uZLC40y4PzWlw0Y9cZziurlIb7wBz61yRVtN+IF/Cw8oXqC4UHjkcN/n2rpjJuH3s1m00dMEmQzW8JBHlR8/7Irn7rSbR3Ytbx7j32V0ZwTVK4wSfrWbmzVRRzf9hWuMbJAP8AZcgU6Lw/YJIJPLZj/tsTWuaSj2ktrj9nHsOiQIgVRhR2FTr0qAHFSg8VmCVtidelPBzUAlC9TUD38SlvnHHJ56CnYZpNKsS5J4rhfEviyW4lOk6Vuklc4LoOpPYVneIPEs+pSCy0522E7Wdf4ue1dh4F+HtwVjvLuNoUk+9JIMMw7BR2HvWsabMZVUQeDPBskUinaJL9/wDWTdVhX0z6167pumQabbCKIZY8u56ufepbOxt7C3EFtGEjXsO/1qxW0YnM5XYCpFNRjNTRr3NbIhkqdM07OKjzjpRwaBEmaUc0wU8UwFxTgaSinYQ2e3guozHPEkiH+FhkVyXiHwFb6pprW9hdSWTE5wBuU+x9q7AUuOaTiijxPxHpeqeFdAW2t9MuHT+O4gG8D1J7iuN0S8RNbhkkjl2oGJJTHOO9fTxGcgjIPUHvWJqXhLRtUw09kiyjpJGApH+NZyigPn3WLxLnVZ5BDKVPAytbUWtx3/hkW91DM9xGNg3A8gdGz612Wt+BdX0+NpNMjh1CIZOzG2Qf0Nea3/ii80uc29zpj28qnGySMis3GXQat1NLQNRvNM068jFtKWdg0anpWHsv0jm32cu+Ri3A6ZNNbxrqjL8kAwenFM/4S/Vx/wAslqeSd7le4V/KulXLWc4A6nbTrR45LuJXDKC4yHUjirSeN9RQgTWqMn+7ViHxfZS5NzZoCf8AZq25oPcNDVr23lwEkXAGM1zxILkgg/jW0dc8O3a7JbdFx6daaNO0C8IaCcpntuxilGTjrYHFMyM09Oa1h4Vjdd1tqAb0BNVptC1S3OERJR6g81oq66kuJ2NFNpR1qyRaWkooAWikpaADNOBptKtADqV5FiiaRiAFGeaT3PAHPNWroPpuixXfkBru7lVLSKQcEZ+8fapkVE6y3dGsowj7gqAM2O+ORWZd/fNWbOOa1lntJomUMonDZyrM33sVUu3+c1izogVGNRk0jSUzfzQagwyabjFP3D0pjEkgDigpFSezNxfwmMEyN8uB3r1Pw7oqaPYgEAzvzI4/kK5PwlaJc65vkAPkIWUY7mvRsVSRz1ZdB3aiiirRiKBS4pBS0xBSUU0tigB1NbpTd9BbIxQBGTwaYGxTm6UztQFzzL4q2EcFxomvBCvkXYgmdRztk4GfxqSXR7+0U+bEJI1GRLFyGX1PvXVeMtJGueENU0/ALyQExn0deQR78Vi+ANYk1fwZp80z7p0j8qb/AHlODUSjoaRm0zn5GwDg1VkY+lej3GnWV0CJraM56kDBrFuvB+nPzDLPGTzjdkVh7JnQqq6nEswHWmeaK6K48BzSH9xqxT/eizVN/AWpLg/2rbnPqpFJ0pF+1RjmYA96Yb1h0FbI8EXpbEmpw7fVUJqZvBlraoZbvU38sDLEDaAB1zmmqMiXVicxPqBjRnchVUZJNc1ENV8aaqNK0aI+X/y1mOQoHqT2Ht3rZuLT/hNtVGieGYGh0q3b/StQkO4t+fb0HfrXrfh3QrDw3piWNhGAgHzSEfNIfVq1jS7mFSrfRGN4U+GmieGylwwN5e7QDNLjYp9VXsK7VeB+FR7uKFNapWMLk2aUc01TTwRTAcvFP3VEDmpAOKaAcKUUAU4dKYCrUi0wU6gB/eikHWnYpkiU4UmKUU2McBTqSlrNjDFUb7SdP1KJor6zgnRhg+YgP61eooA8s174L6Tdb5dFnewmOSI2O6Mn+Yrzq5+G/i21d1Okyyqn8cTAqR6g96+mNmaVuFxQB8cyq8crRyoySIcMrDBB9MUwordga93+J3gKPVbSbWtNiVb+FCZY1GBOo5P/AAID868LG1gCvSgCIwRkcoKb9nVTuUup9mxU5paAI1uL+Egw3DYHYmrkXiTWYG52sBxjNV+KQg5pWQXPUKWkpaoQopcUgozQAuKKM0UAFKKSlzgE4yAM4oA0tF0qTWNUitVB8pSHmbBwF9Pqa6fxDozyaxa3kylba2XZCg+6OK2fCOmLYaDA5X9/OvmSEjnJ7flV/WnxYSRhVZ5BhQf51LKifP3jL4iX+k+K47S1kD20CgPGfUnsa0NO8e2GqOUmBhk7c5zXIeMPCN1purT3zfvDJLkRnktnpg/0rixFLFcFZUaNweVIKnNZSVzeLse7rcRSH5ZVJ9N3P5VOjZFeSWfi64tEEV7bQ3seNodspKo9nH9a39H8XWzF99zNDFn5PtCeZ+BIpGiZ34bigMM1if2/AUBhnt5x1/dyD+RpE1ySQApaSMC23cCMZqWyj0DwdKqaw6E/NLEQv4V6D0rzvwBYXF1dtq8yiOJFMUSZyST1Jr0StoPQ5qj1CkHWlpAOaogcKDSU0mgQuRUbmlzUTmgBC5oEhB6CmGkJoAmLAimEcVFvpfMHc0ARzOUXI5weRjqPSvL/AAlINC8Z6/4eJxF532m2XsEbqPz6fjXp0jqwI3CvM/GgXRPGuga4FIhnY2VwR0Gfuk/SgaO+DgikOKbEm6NSrh89wacVYdjSAGqF+lPZgPX8qilmjiheWV/LiRSzueAoHU5qwbK9xMlvC80rqkaDc7ucBR3zXl9/fan8SdTfS9IaS30KE/v7luPN5/r2FLfX+ofE3V303TGe28OW75luAvzTEf0PYV6dpGk2mk6fHZ2NsIYI+g7k9yfemibkejaLZ6Dp0djYxCOJOp7ufUnvWmopQtOAxTGKKeo45xTelANSIkzTgajFOFAEimpQeKhWpAcUATA0uajDUuaYEgPFOyai3U4NQBKCc0oNMBpRmgCQGnA1GDSjNAEuaWo807NIB460tNB5p2aAF7UxuaGbApm6gAK+oFfO3xK8FnwxrJvLUD+zb1yyDGPKcnJX8+R+VfRBasLxbocXiPw3d6dIoLOhaM91ccgj3zQB8u00091ZGZHBDoxVgeoIODTSDQA2ilxTaAPU6B1pM0ZoEPpKbmlBoAWlpKKAFFX9J099U1a1s1Bw7hpD6IOT/hVIDJrvvAWlhLSTVH+/MdkQ9FH+NIDsFCxxYUAKq8ewFc7qN8JJWkycDhRWrqVx5cflrnLDk+grjr64LSkA8CokzejG+5UvxHeRtHLGGUnoRmuM1XwpYXDu0sRkz0J+8v0NdgxLGonQHqM1lc35UeLaz4LubaXNk7Swtz8/VT6GobnwvrelRKLrT5lVl3BowHGPwr2WSzjbOAQaiFqY/uMyf7pxRcThc8HmVowWKMpHHKkGtnQrN73VIbaENkYRcMeWPJr13+x01S6it5Y0k3uPvIP8K9C0/wAEeH9PnS4h06FZ0O4OOxxVIwkuXqaHh3Sk0fQ7SxQf6pOT6k9a1KM4HFFWjMKZnmlZqZnmqGPLcUzOaQmm54oELUb04nmonNADSaYTxSnFJxQAwsRUUjnaalIzUbrnigDPZ2GTmuW8f2Uuq+Dr2OI5ntwLqPPqnzfyzXXyJntVC5txIhWQZRsqw9jwaAKPhXV7fVPD1hco3yywq+Ae+Of1rdEqHgORXmfhBG0LUdU8NTPzZSmSAZ+9C5ypHr6V2cd0BwXGAMk9sd+aANiSdI42d59qKMlm6Ad68p1fVNR+JOrNomkzPBoED/6XdAY84jsD6egqPWdYvfHmpS6Bos7Q6RFgX96P4xnlV/zzXeaFpVpo+mxWNhF5UEQ4Hcn1PqaaGX9F0iz0XTIrKyhWG3jGEQdSfU+prSqur1KpqiSTFApBTwM0ANxTgtAFPFIAC04LSingcUANA4oFPxxRtoAZzTxmlApQKAEFPFIBTgKYDlp4pAKlUUANAp1LikNCAKM03dSg5oYDs1Ih5qPFLnAzSAbI2HIpm6o9+9z60tFgHluKaWPbg9qSmE0AfPvxM0J7DxtdSW8YWC7AuFUcDJ64/GuLIZDh1IPuK9j+N1o48P2eq2+FmtZvLY46o3/168Ti8RTfduIFkHQ4HNAE+6kqePU9Luf9arQ+9Wo7KznBaG6498UAd/k0oOaaacKBC0UUUALS02nCgB5IVC3oDXq3h4fYPClgJhtZIhkH1rzCytXvr2G0RSzSuFAHoOSfwFen304YrCmNkYA46E4qZMpK5n6jcsUdyeWNc++Xkya0L+RnbaelUwOawbO6EUkNxTHFTsOKgkpDZCwxULc1O1IkLSvtXqenFCE9je8IafmZ76QHavyxg9/euw344qjYQrZ2EEIHKoAfc1KZsdv1rWKOOTuyxvNO31T8/Pb9acJquxJZZqYTUYkzQW4osA8tTd1MJzSUAPzUTke9OpCKAIyaQGlYU3oaAHU1hSg01jQBDIKgdNwwe9Tsajb9KAOT8S6daxTRa39lEt7bKUU7yhZD2J9q5eLSNY8ZRTNfalNYaFI+IbONcSSqOpLema7nXIftSJAroj9cycr9MUkVuYkSILjYu3A6CgCrpmk2ej2KWdhCsUCDAUd/cnua14Ido+tEMGTlhV1I/lHFMCNUHpUgUU/bijFMQgp46U2lHWgBaeopAKcBTAco5qQdKaBS0gHAU7FItOoAQClxTl6UtADQKeBQKUUAKoqXIFMWnGmAhamFs0jGm5oAdxTlqOpEHFAEmOKp3c+35atk4BPtWWQZpie2aQE1qp5Y96mOc0qrtAHoKZn5qAFyaaaeelRmgDkviVpzan4A1WFBkpH5o/4Cc18t7CQGPU19kX8IudOubcjImiZCPqK+RZodk8if3HK/kaAM9ozjnmhQy9CRVwx03yh60AewmnCm5pwPNAhaKKWgBKcKSren6dd6lMY7WIvj7zHhV+p7UmNHQ+DbdI/tmolcsuIID7n7xrfmby4ie4FQ6bYjT7CK2GDtySfUnqahvJdzhAeBWLZvGJSYl2JPegDin4pp4FZnUhjdKrvVh/u1WkPNMQ0jJx61saRajzlY8gHNYwOWFdHpanZuxxirjqzOo7I2TKc0wtzUXNLzitUcg/dTlaohmnimBOGpwaoQacDQBLmjNNzRmgB2RRkU3NGaAFIppFOzRQBHtpjLxU+KRhkUAUytUZ7uKOVBPII4CSGcnHQZrUK81xHi6yuJxDKrDbal5DGR985BHH0oAz/GC2+q+RJpl15cCHBDI6tuHOcnrWloGpySQtFcT+eUIBkIwT6GqFprOrm+s9OmsSIr1w4EpDlUHXPHFdJqf2ZlK2saLJgIpVccUAaqJ0qdVwKigB8tc9QBVjGKYMTFBHFLQelBJERTgKMUooAUCngU0U5aBjwKXHNIKdTASlopR1pAOWnU0UtOwDhSg02ikA8HFBNMzRmgBetJSbqM80wHAVKg+WoxSs22M80AR3cvlwjB5PFQ2seFDHrUMrGaVV64q6o2rj0pAJI2BTEGTTJH3HAqdFwg9aAGvwBTKdKQCKRBkZoAjZuQPevlLX7X7J4k1a3xzHeSj8N1fVcvDEelfN/xItfsvxE1YBdqysso9ywyTQBye2k2VJSYoA9WzS5xTaWgQu405WplKOtAE8MMlxPHBCCZJG2KB6mvUF0yLRdOtbKAAKf9Y3eRu+a57wJonnTf2vP/AKtMrCuOp7tXbapbG4tgU+/G25QKTKjuYc8m1CRWYwyck81Ynbdjrx1HpUBrnZ1xQwio26U9qgdsZqUbCO3y1Vdhmnu/FV2bmmS2PQ4YZrsbGEJp8R7tzXJWkJuLmKJf43ArvpYQqqqjAUAYrSmc9V3KhFKoqQpTlTvWpgR4pMVMRimE0ANBqRRmo+tTxjEYzQAgpajdhGrOzBVUZJY4ArntN8baVq+utpNkZJXRGYzBfkO3rg0ro0hRnNOUVdLc6WiiimZhmgmkoNMA3GjcaSkJoAU81g6tHJ58uIxJGw6E1u5qN4lkBDDrxQByzq0ltGM3DiP5kUygED2OM4q5p9s0s/nNgIrfu1GcKMdyeprVaxTBAHbbz6VJBEI1CYxjp70APVcD0FPoApcUAJijFOA4oxQIZRipNtG2gCMCngUu2jGKAFzS5ptLmgB1L0puaUGgBwNOFMzTgRii4Cg0E0gIzQSKADPNIWNJnmkzQAtKKaDThQA8cVDdPtUAd6mqncN5k4UdAKYDrRCWLGp5pAqkDqaFIiiyaqtJ5klICSBS8lXTwuewplvHtjz3NMuW6AGgCBmLSH61ciQCPpzVKMZbdir7HahNAFCdg0hxXg/xihCeM4puf31oh6emRXuZfc7n34ryH42W+280S7IwJEeLP05x+tAHlNJTj1pMUAep0tJS0CFrT0HSH1rVI7UA+UPmlYdlrNCuzKsa73YgKvqT0r1vwpoX9i6WFkA+0y4aRvT2oA2bW2itLWK3hQJHGoVVHapc0tMfikBk6lo/nuZ7bAkP31PQ/wD165+SNo3KOpVh1BrrTKytxUNyltdoVnjBb+8OD+dZygawqNHIOarStgV0U3h5GyYLsD/Zesi60PU1J2QCQequCKz5GdHtYmSz5FR4zVmTT71M5tJsj0TNNjsb2Rtq2c2e25cCmoMHOJr+FbYy6g0pHyxDOfeuvY5rC0GzexXa7Au/LBTwPatxulaRjY55yuyM96ToKaTUZarIHsaiNIWpooAfH8zgVaxxVeAfvKsNwvFAHmvxV12S2srfSreUo1zl5gpwdg6D8T/Ksn4R2qyatqFy0edkSorHsSeRXPePrr7X4zvzvLLEwiXJ6YFd38IYWXQ76Ug4a5498KP8a5Iy5qx9fWpLC5TpvK34noZpKU8cU09K7D5AKCaZzS0AGaCaQnAJ7AZzmvKPHHxptdFuJdN8PRRX10vyvdOcwof9nH3iPwH1oA9Subq2soTNd3EUEI6ySuFX8zXD6v8AGTwhpLiNLuXUJM4ItEyF+rEgflXzzfatr3izUgLu5u7+5lb5Ihlh9FUcV6Z4T+Blzdol14kuXtEIyLSDl8f7TdB9BQBZvv2gmMzLp2gqVzhDcTHJ/BRVO2+KPxI1adjpugLKgPKR2LuFH1r2DR/BXhvQo9mn6RaxHu7IHY/icmt7sAM4HAFAHjMfiT4yOAy+G7Yg9mgVT/6HVoeL/iparuu/BUcoHXyuv6Ma9b2j0H5Vi+JPFmi+ErRbjV7xYd4JiiUbnkx/dX/IoA86T423GnyiLX/Cd9Z44d1BG38GAz+ddhoHxN8J+IJlgttUWG4IyIrpTET7Angn6GuE0z4m6v498b2Wi6dptrHpMkhadLmMTM0Sj5i3Ycdh3I5rZ8YfBTRtZie50ILpt9yfLAzDJ7Efwn6frQB6iGB6EEYyMHOR60tfLmg+PPFXgHUW024Z5YrZzHNYXbEqp74PVfqOK998GeOdL8a2DS2RaK5i/wBfayH54/f3HvQB03NGKM0o5oEJijFLijFAELXNuk6wPPGsrDKozAEj6VLuAryX4tny9X02VMrJ5bfOpweorq/AfiVtf0UC5fdeW2I5D/eHZqyVVObiepVy6UcNHEx1T3R2AGRxQDxTozTWGGrQ8sM0ZptFMB1BoooABTgaaKUUASbhtqpAPMnZ+1SSybUJFRI4t7b/AGmoAfcT/MUHaktoQfnNQRIZH5Oa0QAq4AwBQBJv2oRWe75c1LPMQNo61DGm5gD1NAFu1XOD6c0+7kEcJPfFSQJtTPrVC+l3tj3xQBAowvv1Ned/Gm2MvhPTrjHMF31+oxXoa9q5L4qwif4d3Z7xTRvQB8+nrSUHtRQB6nU9paXN9cCC0heaX+6g6e5PaoY0aWVIkUu7sFVR1JNeyeHdCi0XTY4wo89xmZ+7GgRgeGvBU1hfR3+oPE0iDKRKOFb1Pqa7gUYxRSAKhkPWpGOKhkPFAFd+tV361YfrVdutMCMkjpURkcdGIqU1CaADz5em80x5JHGC5IpcUw9aALWnxkuznoB+tX26VS0+T53i9Ruq61IohZai21YIpNtAFcrQFqxs9qTaKAI4Vwx+lTEgEZI601RsNeWeHvENxrXxVml81vsxjlhiTPyhQRg46ZJGc+9TKai0jrw2FnWUpx2irnCeJ5N/irVC3X7S/wDPFevfDBQvgi2PQtLJk/8AAjXjWuMX8QakTyTdSH/x417V8NgB4Gssd3kP/j5rmoJOoz6fO/dwFNen5HVtTTSt9aQ12Hxo3FIxVFLOQFAyS3AA65NOrxb4xfENrbzvC+lSkSMuL6ZTyoI/1YPuMZPpQBz/AMTPio+vtJouiM0emK+JbhXIe5x29k/nXCeF/DOpeK9Yj07TYS7nBklP3Yl/vMew9u/Sjwx4Y1PxXq8en6ZDvc/6yQ/ciXuzH068d+1fVHhLwnp/hDQ4tOs41ZwAZ7gqA8792Pt6DsMe9AGf4L+Hmj+C7bdar9o1BxiW7kXDN7KP4R7fzrrqKKACj26Uf5FeYfFf4kjwxbf2NpTD+1biPLydfsyHjOP7xGcenWgA+IfxasvDkUum6LLFc6vnaWAzHbnvn1b2/OvnnUtVvtYvJLzUbuW5nk+9JK2T64+n0qox3MWJJJ5JPetrwjoE3ibxPY6TCpInlHmsP4IxyzH2xQB7z8GPB50Hw2dVvIdt9qIDjPVIeqr+P3vyr03OOtNjiSCJIokCRxqFRR0AHAFONAHjXx18IxzadH4mtUVZrciG6AH34zwrZ7kE4/GvEtH1i/0LU4tR025kguIzlWU9fYjuPWvqb4mw+f8ADXXkOOLYvk/7LA/0r5K/yKAPr3wR4ttfGXhuDUodqXA/d3UI/wCWcgHI+h6j2rpB0r5e+D2vyaR49tLZpylrqANvKpPylsfIT75wPxr6hFABRRRQI8m+L6n+0dMbHBifB/GqPwpmMfia4i3kK9sfl9cEY/KtD4wSn7XpcQ6bHP6isj4XIX8YBuPktpCc9q4n/GPtaSTyZ37P8z3CPoaH6iiLhaH6iutHxRHRRigVQC0CilFFgCjOKKax4oAjnYBKps5kfaOcUmoXHlhFH3mzUumo33mH40AXIE8uMDHPelll2jHelkkCD/aqsTuOT1oAQAscmp4U+cVHGpJwB1rQijCLk0AKx2W55wcViFjJKWzxV3UJuCFaqcS4T3oAkHSud+IFubj4fayB/DCH/Jq6IVS162+1+F9Xgxnfav8AoM0+gkfLecqD6ijNNTPlKD1AxS0hnuXg2zN34ptv3ZZYgZHPYen617DiuU8DaMdN0VbiZcXFz87eqr2FdUCKTEBpD0pxpjdKAI2NROac54qFmoAY55qFjzT2IqJjzTAY5qE9etPY1ETzQAFsDFLGN0gHrTetOjvRYuJChbIxjFAF2O3CXPmx8rjB9qs1ijxPbvdRQFGUyMFGR61s5FAxaKTIo3CgBab3o3ijIzSAgu3MVpO69VjYj8jXzp4b1L+yfElne7iqpNhyP7p4P6GvafEviRdO1rTdH2qVvg6yMR90EYXH414LcQvbXUsMg2vG5Rh05BrkrztJW6H12QUL05xmtJL8NTX1K0+1eL7633hd1xIcj2Bb/CvT/hTeef4RaEuC0E7AL/dBwf8AGvMI5ZP7Ssb9ow4uI/LyvdwNhz79DWv8PdaOmX97ZlyouIWCktgb1zj/AAqKUuWVztzHDyrYXk6xt+G56ToPiOXXfEmsW8bD7FaKkcQxyXydx/z6V05rzL4RZf8AteVmJd3UHJ+p/rXpp6V105cyufJZjRjRrOEVtYzdf1mDw9oN7q9w2I7WIv8AVuij8SQK+Pbq4uta1iW4dTLd3s5cqg+9I5zgD6nFe5/HzWnttE0/RoiAbuUzS/7qdB+Zrlvgd4V/tTxFLrtyga107AjDDO+YjjH+6OfxFaHEetfDjwVH4L8PeQ5D6hdYkupB03Y4Qey8j65rsegoooASloxRQBm+INYg8P6BfarckeVaxFyD/EegH4kgfjXx9rWrXeu6xc6nfvvubhy7n09h7AcD6V7D8ffELb9P8PQysAB9quADgNnhAfyJrw+gBa+gPgL4bjg0a68RyjMt2xt4c9kU/N+Z/lXgMUbyypHGpZ3YKoHck4Ar7G8J6IPDfhTTdJ4LW8IWQgdXPLfrmgDZoNJQeaAOX+JE6QfDnX2fobNlH1bgfqa+Ruhr6Y+OV/8AZfh69uDhrq5ji+o5Y/8AoNfNBFAEtrcy2dzDdQPsmgdZY29GU5B/MV9p6fcm80+1umIJmhSQ46ZIB/rXxMfumvtHQIzD4d0yNvvLaRA/98CgDRJoPSmSvsid+u1S1YXhPxGPEulm68ry5UlaKRByAQeMfhSb1NI0ZSi5rZHAfF6UNrWnxcfLAzZ+rUnwkgJ1XULggbY7cLz6k5/kKx/iBeHU/F955TeZHbII/wDdC/e/U1e8G6imi+D9fvmOJSVjj92KnH8xXDzfveY+z9lKOVxpreVl97PU/DPiW08SWk8tqrIYJjE6ORn2P0IrYfrXknweumGo6lbk/K8ayH6g4z+tetnk11U5cyufKZjhlhq7pIaTTRTpBhh9KYTitTiH0UzJoBouApbFMJz3pHaoJJhEjyscCNS/1xTAy52Nxq7Qqc7OPp61vpiGEAVhaNbOkH2iU/vZyZG9gegrXD8UAKSWOTyaVVycYp0cbORgYHrVyGFU56mkA2KLy2znP4VJNIqoc05sAE1m3U+8YFAFaZw8mRTlPGKjRc5qULigBQOadJH5tncxd3hdR/3yaQcmrKRjigR8jyxtDNNEwwUkZT+dRVpa7F5GvahEeCtw4wfrWbQM+zQqxRBE4VRgU0TYpZP9X+NVGPNIRoI4cZBoYZFUEmKciphdgjBoAVxxUDdatYWReDUEkTDnGaAKz8GomNTOOarv1pgMY1EetOPJpuDQACobyP5VPOPSpgpJAFLfBViRQfmHX8qAOVvxsdZBwyMCPzru1ffGreozXDannY+PSuxsZRJp9sy8gxLz68UDLOaXPFMzQDzQA8YoOBQOtI5AXJIA9TSuNHi3xQu5k8bROkhDQwRtH/snrWD4i8q/kt9at12reDEqZ+5Mv3s/XrXVfFCK3vzaa1YTxXECE20zRnOGBJGfzI/KuR0a5tniuNJ1BtlreEFZsZMEo+6/07H2rgq/G7n3mX2+qwqxWsdGvLqaXhCS2/tmPStTQtFLMrRNn/Vyj+jDg/hWb4o0aTQ9duLNlwgYvCw/iQ9PxqS80+aOaSB/k1OyAyF/5eIxyrr7gYPuK6mM/wDCxPD6RKUXXLDGMnAmQ9/x/n9aGrxt1LlW9lW+sL4JaS8vP0E+Edy0Ws39oW+WSAOF9SD/AIGvXK8O8BNJpnj6C2uUMUmZLeRT1Bx0/MV7j2FdOH+Cx85n8UsVzx2kkz5+/aBdm8SaTGQdq2bNn6tz/KvUfhdoqaL8P9MRTmS5T7VKfVn5/QYFct8d/D0uoeHrTWbeEu1gzLMRyViYDnHoGA+ma7rwNqVtqvgnR7q1OU+zJEy90dAFYH8RW54Z0PSjNFJQAuRTXkSONpHYKigszHoAOSaWuJ+LOszaJ8Pr+W3kEc9wy2qN3Afhsf8AAc0AfOfjTXv+El8X6lqqljFNKRFu7Rjhf0GfxrAopQM8DP4UAd/8HNAGuePIJZY99vp6G6cHoWHCD8z+lfUeOT6968v+B3h5tK8ISapPGqz6nL5iHv5SjC/ruP4ivUKAGnrRTsVR1jVLbQ9Hu9TvCBb2sRlfPf0H1JIFAHhXx68RLd6zZaBD0sl82c/7bDgfgP515B2q9rOpT6xrN5qdyf31zM0jDOcZPT8On4VRFAGl4d099W8SaZYKhc3FzGhA/ulhn9M19mKoQBF+6oAFfPHwJ0H7f4oudZkA8rTotq8dZH4H5KCa+iO9AEN+4j065c8AROf0NeU+ANei0bw7rVxcMxjidWRB3ZgcAfXiu0+IWqnS/CVwEIEtyRbpn35J/AA14Z9qm+zG2DkQF95QdCcd65a9TllZH0+TYD2+Gnz7Nr8NS7G4lstUvpiTMzKiknqXYlvrgCku5zBpFrp4DKS5uZgf7xGFH5V0Nx4fOj+GbK71JdsLM1wUzy8jACOPHXoNxNcfNLJcyvK53SMcnH9K5pJxPosPOFW7j8Kf5aHpHwht1F5qV0zAfu0hXJABJJOP0r1kc14n9q/4RmXRNHhdfNW5ju71gedxIwn4L/OvbRwSPSuyg1ax8dnUXOv7bpLb0Wg2TqPpUbVIRuY+1Quea3PGCgnioy9M8wmgBXaql2nnQeTz85AP0zzVjdmolBkuAAPuj9TQBKi9EUce1XYrUAZc96aDFaR+ZJ09aqTayhfbEjFfWmBqSTRxACkiuVkYqOOM1kpcPdP9wj6itAILeME/eNICS5lwmM9azGO56lmk8wk5qJetAD4xinHrQKNtADk+9VlMnioYl+Y1YReR9aBHy34xj8nxtrUJGNl0Rx9Aaw66n4jRiL4ja2oOd0of6ZArlj1oGfZUnMf41Vf7xqxI2BgVVc5NDQiJmpheleojSAlFwy9CanjvmVcZB+tUDUTUAbH2mFx86jJpjC1c/eZayGdh0NMMzjvTA1jDbZ4kammO2XkyNWSbiTsaQzyN/FQBpPPDFny/mPvWZM7SNljS5JGSaicnNAGddIrswbpW54efdosAznZuX9TWHcH5mNaHhqVvsssJPCSnFAzf3U5TzUWealUHINAElY/iu4ktvCWqzQsVlW2cqQMnOK2QMiqupWou9Oubcj/XRMnPuKiRrRko1It90fPGi3cULy2d3K6afdL5c4Tnaf4XA9Qah1XS59JvWtZyrqRujlQ/LKh6MD/nHSq9zbS2F3LaTqVlhcoyn1FbWkavazWX9j60rPZk/uJx9+3Y9wf7vtXB8WjP0eSdO1alrF7pfmixbX0mvWUFruxrFiubWUYBnQfwH/aA6fjWh4PgGoeJodRtmW0ltiz3UCsQWGD90ehPUdvxrKvfC11pMy+bKBHIQbS8jb92x7AkfdJ9exFa/hzVbCy19ZfEMMlrqCKYzc9FcHjLj1/2ulaRbT1POxHI6UvYu6fRfjp2M+41yS7lsfEbRxDULS5CXOxQocdUbHbgFfwFe520yXNtFPEQY5UDqR3BGa+dtbsZdH1a6s92IWJKEfdkjJyD7jp+VetfDXU3v/CqRSH57VjD15K9Rn88fhWlGfvtM83OMIvq0K1PZfk+n3nWXlnBqFhcWVym+C4iaKRc4yrDB5+hrjfh14I1HwQdUtJ9RjutOmkV7VFBDKe5b0JGBgema7mlNdR8uFJRRQAV8/8Ax68SfbNas/D9vIrRWa+fOB2lYcA/Rf8A0KveL68h0+wuL24YLDbxtI+TgYAJr411vVJda1q91OYYe7neYj03HOPyxQBQrovBXhefxd4ottLjDCEnfcyL/wAs4h94/wBPqa52vpL4M+DpNA8Pvqt8jLe6iqlUYYMcQ5A/HOfyoA9Ks7SCxsobS2QJBDGscajsoHFT0UUDA8V4b8bvHSMreFNPfJDB711PA7iP69CfwFehfEPx1a+CdGEhCy6lOCLS3Pc92b0A/U18pXFxLdXMtxO5eaVy7sTyzE5J/OgRDUtvby3VzFbwRmSWVwiKBySTgCo+M8n8+9e4/Bn4dyxyReKdWjZCM/YYXHXIx5hB/T8/SgD0H4deDv8AhDPC8dlKyvfTt51068jeRjaD3AHH1z611uOafUc8qW8EkzkKiKSxPYd/0pN2Q0m3ZHmHxdv0I07T1bLAtO4z0H3R/M1geFfC6kf25rObfTLf94FkGDNjkYHpx+Pao59btNR1e/8AEuow/aVikEVpan7rtg7d3sBya0/Fhv8AWLi3mv5GtNEW3il+UDBZlBKoP4m9PSuOTTlzs+xoupRoQwsdLrV/ovMyNc1e98Y6i0pb7Pp1rnbv+7EvqfVj6f8A16htreK1gbXpohFbx4Sxt3+9M46M3sM5J7mr9ubGezS+1CH7Podqf9Gtd3zXUnck/wAXbPYdBXN6rqk2s37XMoEYxiOMcLEg6KB7VMmt2d2Hi52pQXLFf1976lrw/bzat4r0+N2Mkk10ryMepAO5ifwBr6MY5yQMZ5rwXw1qsfhJhq1za+fcTpi3h3bSE/ic8HGeg9ea9u0fUY9Z0m21GJSqXEYcKTkjPb8K2w+l+54PELlOpFxXuJWTLmMJnvVZuKsyHjAqtJXSfOEDnGajzT5OtRUAKDyPrWd/aQS7kSL55C2NvoB61fZxGrSEZCgmua8J28kelC4uDuubp2lkb6k4H0AoA3GtZbqQSXEm70UdBV2O0VjwpNOiQtgAc1pwQiNc96AGxRJBEWI5qrPIXOTVi4l3DaOlUWJJyaAGNzTwKQCpVSnYBFFPxxSgUuKQD4gMmrCjmool5NWQO1MR81/FZVT4kantGMqhP5Vxec813Pxfi2fEe7YfxwxtXDAYGKQz7EZhzVXPzGpT1qAn5zTEIxqEmpGPNRN0pAMLVG3enUw0AR5pp5paSgBpWlUUtOHWgBG+Uc8VXdhjII5rRQqOCoYHsRTGs7eQnZmNj+VAGFMM7s1L4ZlJudQjYYwysv49atXenOqhVYMW4GKh022+y37schnXB98UDOhXtVgVWjPIqwKAHhqbcXEdtbSzynCRoXb6AU4LVe/tvtlhc2pOBNE0ZPcZGKl+RVNJyV9jxzxJf6P4zn+12Lm01JQV8m4wonUZxhhxu5ripoJreVopo2ikX7ysMYqxqml3ekX8tjeRsksZx7MB0Ye1Nj1CVEKTYniAxslBI59D2rzZtt6n6TgqapUkoSvHp/w50Ph7xA+m2j2l3GNQ0dwPPt2HMOe657V0U+g2t3axXFlEdV0SUbY3jJNza5Pbuyj+6a4qyt7S5kDWd6bG6U/Ktyflb2Djv9RXQaOL3RtSVnlm0m5JLBiN1pdADO046E89OK1hJtWZ52OpKMnUpPll27/13Rl+IZ7W3h/sI27vLp0hjiumfLMO6kdh6DJxV34fa/8A2FrixXDFLO++Qu3Chux/p+NV/GtvDPqMes2ksUttqK7yY3yqyADcuSAfTrg1m6XNbTwnTr1/LR2zb3H/ADwkPAJ/2T39KXNaZ0KnGrgLNXT3736/ifRYpTXIeDvE32xToupL5OsWy7ZI26SKOAynvxiuuzXfGSZ8JXoypTaYUUVzvjLxBe+HNG+12Gi3WqzM2wR24J2HGQWwM4pmJx/xs8WJpXhkaJbyobvUhtkUclYO/wCZ4/OvnD39e9bmvXmp63r8+o64tys9w5LloWG0dgoPYdK7/wAIal8KdAaO4vWvry/GCZby13Kh9kGR+eaAHfDP4T3OpT2uua7EYbBGEkNrInzT+hYdl/U19CAADAAA7AdBXHW/xX8EXKEprsEYUdHjZP0Iqve/GDwTZwl11Vrhv7lvA7E/mAP1oA7uuX8a+OdM8F6d514TLdSAiC1QjdIff0X1NeW+I/jzc3CyW+gacbdTkLd3PL4x1CjgfnXkN1d32sXrT3U015dyH5nbLsaALviTxJqHirW5dV1F1aV8KqLwsajoqj0FZGCTtHU8AV2/h/4T+LNeKSDT2s7ZiMzXR2cE9QvU17V4M+E+i+FmS7uB9v1Jek8q4RD6onb6nmgDz/4bfCKTVPJ1nxErwWYbdFZMpDzY6F89F9upr39FVFCrwoGAAOgpx5OTyaTFAC1w3xO1tbHw81gj4nvflG08hB1P9K7C+u4dPspru4cLFEhdjnBwOcCvn/xHqd5rt+2r3C4hlcxwDPRV7Ae2Rz0zWNafLGyPayXBe3rqcvhj+L8hmhaXd+ItTttOiX92DudgAAqZySa6LxZPpsetFp71b2K1UR22nw5CKAMYdv6Cq2j+Rd6Jcabpl3JZTqv2i9upUCiSPOCmRzgZBA7+1XdH8NFoxdWsZsbVAWfU77AbHPKR9s+prnjFqOh7+IrR9u5VHZR0S/X5+Wpzur/2rqE9u12P38i4gso0+aNPZB90fXmpG0230ACbUmjm1DbuisB8wQ9jKen/AAGtq71u20u2uI/C0Dysozc6rOuWY5x8rH3rh5HaWVpHdnkc7mdjksT3JrOVos7MKqlaCT92C6dX/kTXd3PezyXFzIZJH5Jxj8B7CvoLwdCbPwfpkRyD9nVsHjGea8m8D+EX1+9F1dKV0+FgWz/y1P8AdHtXuSJgBccAYH0rfDRavJnhcRYqnJRoU/s/1YUDc2TUEow5q10qCUZOa6j5YpydaizUsvWqztimBW1CQx2M7A4PlkVLpNp/ocIHA2jt0rE8U3wsdAvbtuVhi3bfU5rb0q7We0t5IGzE8Ssp+oFAG7BGsYx+dSSN8pz6VBCTsDE1FLK0hx2oAjZjzTMU6nKKAEVamApAKXmi4AetKq80DNSRrkgUATRL1qYCkRcCpAKYj55+N0HleOLaUjAktB074JFebE4r1v48RBNX0aYjloZFz+NeRE0AfYA71AfvGpe9QN1NADWNMJ4oZsVGWpAITUbNzQWphNAATSUmeaWgApwpuaVaARKvSlZgikmgYHWsvVdQWytzNKeOir3J9KCh95qUdtGZZX2ADjNZGn6295rMEaoRGcjJ6mubvb6a+l3yHAHRAeBUmkyeTqlrJnGJRQI9TiORn6VYU1XjOeamFAE6ml6mogakBoD1PM/iDPb2utxw63ZfaLC4izbzwrtkgYfeAP8AF2OPSuRHhW72NdaBewanbkbjEpHmBfRkNe16zpVlremy2d9B50bcjsVI6EHsfpXig0mK0vZbjTZmvUjYgi3k8i5iIOMbe+PWuWrDU+pyrFOVLlg7SXR7P/Iy7m0hRwl/azaZN3JjLRn8Oo/DNdV4J03ULq9kszfpcaO1tIG8mcMFyMBgp5BBPtUa6tIy+SmvtDIBn7PrNsOP+BEfrWzGlxbeGNXubtdKghkt9ovNL+ZySRwQO3PrUxgrnTisVUnD2bVm7f8ADo4LX9Dv/D1w1tcBmti5MUqnKP6HjocVDahpdMmkuYg9vDlIyB8/mN0UHv6kelVrp3jBhS/a4gPIwzAH6qehrecw2Oi+GZGx5bTS3Eg/vMGUDP4cVju2etOVSFKEJO7fy8zVsVvJvE/huwWTzNVs1Bupsk7UznYfXC8fUivRfEfjPSvDgVbh2kuG5WCMAtj39BXmvhzWI9Fs9V8Sz7Jby7laG3jPUtncxPoBxUnhvwfeeLbttc1eRks5HMjED5pfYei1spNL3dzwcRhacp89d2jHT1e7SNe1+JWuaxO0ek+H1l9t5bb6EkYxXYaLdeKpZFOq2GnQRE4xFO28D1xgg/mK5nVPHuk+H2XTfD1hHcyKdo8vhFPsRyxrPj1T4kamVmgsjBE3KqYUVQP+BcitI1Gt9TmqYVVFeMYwj/eep6m8aScOocDpuGf51m3XhzRb0EXOk2Mueu+3U/0rh3v/AIk6dJG8ttHdpzuSNFb8yMEVb0v4owCdbTW7KSynB2s+07AfcHkVaqR6nBLLaqV4NS9Gac/ww8Fzvl/D9qp/2Mr+gqNPhT4ITJ/sCEk/3pHIH4Zrrba6gvIFnt5Ulibo8bbgamrS6PPcXF2ZyUPwy8FwvvXw9Zk9twJ/QmtzTtB0nSc/YNOtbbPUxRKpP41JqOr6dpMQlv7yK3Q9N7cn6DvXLXHxS8OwviI3Mw/vJHj+ZpOcY7s6KOEr1f4cW/kdpLLHEjSSuiIvLM5AA98mqsOr6fPJshvbeRuwWVST+tcYvxR8O3imC5trhI3O0+ZEGXHuM9KdceE/Cfiy1+06RJHby9pLTC4P+0n/AOqo9on8LudCwEqf+8JxT62O9DZOKhu72DT7SS6uZVihjXczt0ArxiWfxP4A1RN88k9mThCzFoph/Rq6/X9Vg8Y/Du8m08fvUCvLEx5Uqcke/SkqqfqbVMrcJQlzc0JaXX9aHP8AibXX8TRNdXLvaeH4XPloeJLxx2Htx+Ga4e/vZb6VZGQRQqMQwoPkjT0H+Petpoxff2DcqRJAyG0MUnKxygYHHocg1g3k91PdsbkfvlPllAgG3bxjA4Fcs5O+p9Vl9KnRXKtl+H9dWd14LgOmaTPqYs47y6u1KQwvIqKsa8lm3dRuAPfgdqqX+svqN5s1C6m1u4UhktLNStsh9yOW/L8al8LeGtRuI7rXNRhd4YrZxFDIOZhtwBt7Lj86zlufEuqIsNvbJp1tjGIkFtHj3Y8n6ZP0rW9orQ4JQjUxM5XTfV9v68ijrNzqdzshvUhs4Y+UtUAQJ7lRzn3NULOawtW82a2a9cceWzbI/qccn6Vbl06ws3cahqglnXlobX96Sfdzx+VVbHSL3Vrlo9PtJphnIbHAHqW6VztSuezTlR9lZu0fuXyOt8MeMNZvPFGnWiGKK0eXYbaGMKgTHOO4x1zXtZworz/wH4Ih0hzqVzPDc3uCi+UcrCf4gD3bsfSu9IzzjHtXbRTS1Ph83rUKle1BaIR3ytRMc1Ky/KagY4rU8sry1SlIFW5TVCVsHt+NMDk/GJa8sotNiHN3Msbeyjkn9K6vQrUw2dvEq4VECgegrIihF9qryKu6OBSi5/vHrXV2sf2aFR1LD8qAJ3faAqmmpA7fw1JEEY/NiriOoH3l/OgCstpx0NOFr7GrgkXH3h+dG4etAFT7MR2NJ5Ix3q5nNGAaYFNYTnrU8UODk4qfFLkYpAGOKaWoZsCq7S8mmI8b+PWGOi+uZP6V4zXr/wAdnZp9HByE2SfnmvH80AfXxbmqzN8xqUnmqxPWgAZqiLUrGoiaQATzSZppPNNzQApJozTc0maAH55p6mogakXk0DJXI2H5gPc15/rWonUb3g5gi+WPHf3rofFGo/ZrH7KhxJOMEjqF9fx6VxY4AA4AoAXvU9udsin0Oar55qeDuaBHq1o++CMnqVH8qtrWdpxzZwZ67F/lWktAxR1p46UylBoAf2rzDxt4BnlvX1fSNzFjungVsNnuye/tXqSLu6YqDULe5ewnW2bZOUYRt6Njj9aicVJanXg8VUw9VSg9zwaObU7R1gTV4HIHMN+oVh+Eg5rpfDt7qTXAstV0vTDptzxcSxpGoK44JwcHmsC91/Wor1tP8Q21tI6Ehmu7PefwIxn6g1Shm0Gefyns7ABuDgTofw6/yrlTV7Jn1dSLrU7yivVfpsW/GugaRot8yWGoAufmNmwLFAfRsYx9eaqab5eraNJozPi7jkaezLHAY4+ZM+45HvXoMPh3RvGWno80MttcWyiLzYEdF2joMyD5sD2rzbWrbStOvvs+k3dzO8T/ADTPgAEf3cDOamacZcy2NMFiI4iCoNvnj1fQteEPDr+JdYW0lZ1s4T5k+D09vqeld5461mS1W38MaMgE9wgQhG27FPAUY6Z/lVr4V6YLTw496/8ArLqUvnvtHAH8z+NZHhW2Gs/E7V7+5Jc2jt5efXO0fkAa0UbJLucGJxCrYmc5/DTW3mdP4S8F2fh21SWREmv2HzysM7T/ALPoK6nFLjHSiuhRUUfNV68603KT1YVQ1HR9O1WBob+0huFP99Rn86sXl5BYWkl1dSrFBGCzu3QCvPtZvtU1CC3v4b67tZL65WHTrVDswmc73HfIBP0Ioduprhqc5O8XbzJZPCOreEp31DwtO08JOZdPmPDL/snuadP4h8VeIF+yaNpEmngDbJdXJwFOeQv0/E13yBhGoc7m2jcQMZOKXGcZ7UOmaPGu95xUpLr/AJ9zz+z+GFu8n2jWtRnvrhzubB2rn6nJNdDB4I8NwxBBpFuwHdwWNdBRSVOK6ETx9eX2vu0/I5y88B+G7u3MX9mRxE/xwnYw/GuB1/wXqvhG5Gr6DcTvBGNzFT88f1A+8K9izSOqyKVZQQRjB9PSlKnF6pWNcPmVanL3ndPdPU4/SdT03x/4cltrmM+aAEniOMhuoYfiM1xGkyzeA/F8ul37g2Nz8rORwynhX+vY1bktj4D+IkM6AjTr04DHgKrHkf8AATj8DW/8TtFTUNDGpwxr5toclh/FGeo/A1k0+Vvqj16Tpwqqm3+7qLTyZ5ulwnnS6ZbLvV9TWSAL2GccfpRrtw8Pi+9ksJCsizMFdCOvQ4/HNGl+TpNkNamkja6IZLODqd3QyMOwHOPeqOm2KapdeXNqNtabmyXuGIBJPJGBWG6SPfgoQqSqfZSs/M77whe6ws919v1b7VGtqzfYYZBJMTxyNvQ89jWRcWFnLKPtGgeJJyOds8h/LpW9cWWm/Duxjlhhub+7vEKG4ibZsUDJKkA4HT3461ydzrLX7HFtrbIRgr9sdwc/8BrZySVmeNRhKrUlVpL3X12Ndv7P0xfl8MWVtIR8r3t6HwevK80WMfifxpdfYrSVbbTUc75IIzHEFz1GOWPoPzrBjna3nt0tPD8ZuZf9SbktK5OewJ4/EV7L4SsNR07RwNUuWluZWLsvAWP0VQOMevvRBc7sTjqjwtO+nM9ru/zWrNXSNJttF0uDT7cERQLtGepPcn61cJHrTCxpp9a6bW2PlZycpOT3EkfNV2YnJqRzUDng/SmSVpXwKyby6WJWdug6+1XrhuDWHdq07CFesjBaYGzoNt5dlHKVxvy/PcmtVnNCosMKRKMBQBTT0oAaXPYmk8xvWnKmT9akWANzQBGJnFSi5Y8UNbgDrTREAetAFmO4NWBc8jNUlX0qeOMk5xQBcEoNHme1RAYqOWUIOTQA+WcAVSa4JY4pJJN/Q1DigR5z8bbdZ/Cdjd/xwXoH4Fa8PB4r3j4x4HgEAgHdeRjntwa8HpgfXBYVWLdaeW5qAnigBGao2agmomNABupN1NJ5ptAEm6jcajzTxQA4MTRPdxWVs88rhUXqacq8EnoBk/SuF1rVW1O7OzItoziMZ+9/tGkMZqd82pXz3DAgEBUU9gKpGkzRnigVxR1qeH7pquDzU0Zxx2psD1DTP+POH/cX+Vai1maaMWcH+4v8q016Uhi0oopRQAtODsOhNMooArajaLfWssZ2LKyEJIY1bYfXBFeT6vo/jbTZWkRhdK3y+bZwpu/EBcivYjSf561nOnzHfhcfPDvRJrzPGdMh157iN30PWL64Rwc3lw0cQOc9O4B9z9K7Gx8B6Xd2q3Gs6TawXQyWS1kKoB7nue9dvkgdTXA/EnxQunaY2lWsgN5dLtYIfmjjP9T0FQ4KK1Ouni62JqqNJcrfZs6bw6mnWuixWumXCz2tufLDht3OckE/jXE+CXax+IXiCwuAUllLOgPoHJ/kwrd+G+lXOk+ElW6jaOWeVpvLYYKggAZ/L9ah8ZaFdi8t/EejITqVofnQDPmp/U4zTaukyKcoxq1aN7qWl/M7WhiFXJOB6muW0DxzpWsxLFNKllfLw9tMdpB9s9RWR8R/E8dvpC6XZTeZPecEwtkqg69O56VcppRuctPA1alZUmra/gQ397/wmvioaZHKRodgfMumDYWZh0GfT+gNaWi2U3iDxE2vTp5en2gMWnxY4ZRx5v0Pasnwn4MvzpcEGoAWdgzGae2Vv3lwewc9kx/D3rqD4u0qK8XS9OVr25QbfJtF4QLxy33Rj61MO8jtxLUW6eH1srafi/VnQmk6VQ0rWrTWoZZbUsPKkMUkbjlGHUH/ABpNQ13TNKuIoL68jhmlB8uNurY9K05keS6VTm5bamjnNFZaeItJk1X+y1u1N4SQqYPJHUA4wSPStT3yBRdMmVOcfiQUd6rz39nbOiz3UETP9xZJAC30yanx/wDroBxklscD8V7LzvDttdLnfBOOfTcCP6CtnT5hrPw+jmmQlZrJg6k5zhSP6UnxDiEngfUQSBgKwz7ODVLwneWNv8PdPj1C4Fuk6tCpdsZ3FuB+BNZbTfoexG7wcLK7jL9LnjemNY/akGpeZ9mIAZ4WAK+/PX6V6pZeAPDGnWqanc3UlxbjEiNKwERB5Gcdvqa29S8HaadOJ07TLA3SJiPzkJVsDocEdfWuH1e81XTpYhNYanpNxFEsSvZfvbZlHop4HGe9ZRp8i1PQq4+WMaVKTj0epRupEGpXE1ne38Imf5jb6hbyL7AfMMgDoMUw3WnwR7r/AFLXZcnojxrz7lWNVY5L/Wrho28ORXsuDh47doG+p2nFegaL8ONG+yxT6hp7pcHloPtJkRf5ZNOzlqkbVKtLDQtUbv5W/wCHNLwbZ6RNpUep6fpzW/nFsPccyHnrn3rqhTIYY7eBIIUVIkAVVUYAAqSumKUUfK16ntKjl+YVGx5p5PFRMOaDIa561C/Q/SpGJ5qFzQIoXHes21UDWLQHndIf0rRuOprIknFvqNrMeiSjP0JxTA64qWOaBHVpYywyMYPNSC3HUigCssYGKmROKk8ke9KseD1NADdtAjzU4QetOwAKAIlTFOICjNKWAGc1TnuR0B5oAdPOFBqg7lmyeaRmZyST1pADQABSTxUyxE9adFETzirax8dKAPNvjRbk+AEdeiXiM30xXz/X0t8WIPO+GupqFyUKOD+NfNJ659eaAPq8n5qgZql/jqFiMmmIjY1EWp7VGetMBKKKckbuwAFFgGgZOKnWPEe9+noKeRHapvlbk8KO59hVW8v47S1a8vPkjXhEU8sewHvRYCj4gvvsWlSRBlE10CgGeQnc1xAwAAOlTX17LqN49zPw7cBR0VewqvSGOpc8U2igTFHWpouSfoagHSrFv/rFHrxQI9WsVxbxDtsX+VaCjiqNsNkSAD+Efyq8OgpDFooooGFFFJQAtFAooASQM0ZCNtYjgkZx+Fc/pvg3TbDUZdSlMt5fSsWM9wQ2CfQDgV0BopOKe5pCrOCag7XFpCO/ejFKBigi5jat4c0bVA0t/ptvMwBJdl+bH1FeX+CdLs9a8bzzpbLHY2rtNFGowBg4T/H617NNH5sEkecF1K5PbIrgPBfh7XfDsmo2wtYVeVx5d27gpgZ/hHJ/HFY1I3kj2MFiXDD1E5e9ay1+8l+I3iiTS7WPStPfF7dY3FeqIePzPQVTsLdPh/o8FzMI2e6hdpnKku8xXKID2HX8aXxL4Vlg1PS9WKT6gIpB9sKD95Kc5DYHbPGOwxVnUtI1XxtqMSXdtLp+kW7bgrkCSZvXHYUaybOilKjGlCCfuu7k+7MjwBrKaZo+qX06yXM00plZY16YGSzE8DrVXwrbX/i3xRceIboL/o5LRgksgfHyKPYdfrXXeMtKe08BXFlo1sQqBR5cYydgPJ96paRqsVr4Uh0zwzE91qJjBxsZRGzfed2IwOe3XpScbtXH9YhKM6kFrJ216I5t7+K88TaBaJItp/ZuWuXZ9qh93zjJ69P1rf8AF3jqeF10zRYH+1zgBZnG3AJwCo6/jW54U8IQ6FbSPdsl1f3DbppWXIBz0GfeuLfSYL/4p30etsot8F0Ej7Ny4AXB46e1DTitOo6c8NVqvS8YLTzZU1aGODTRoNqDqeuXpBurjPmGM5ztB7f5Jr0rR7l7O30/R3Xz7qKAG5ZX4h47k9ST0FVLWCytHax8NWluspJ8y6VMxxf7zfxN04B/Kt2wsItPtvKjBJY7pHblnY9STVxVjgxdeFSChbz8/wDgI5r4l3CQeCrlC2GldUAPf5hx+Vcvr+iTzfDHRp7cM32RBLIv+ywPP4ZrQ+KMz3c2kaNEcyTy7yPxwP5139rapb2ENtgMkcYjIIzkAYqWuaT9DeFf6thqUratt/LY5/wJ4jXX9FUOT9rtgI5QTyfRvocV1YYgAZIA7ZrmY/CNtYa4mqaVKbJmOLiFVzHKv07H0NdG1XFO1medipQlUc6Wz6dheOSO9A4po6in1asjmu+oUUUYpgJimMKkxTGHFAEDjrVZ+tWX71Rlk54FAFO4fBNc9qUoGT6YP61sXD5Y8VgawdttcPnAWNj+hoEd3peogosT8DAxW4jB0yDXAeHrh7zQNNunPzvbo2fXiuqsrt1YKeM0Aa22nYqMSjGe9BlFAD81G79qY04zVWWQsfagAmmOcCqxyxyetOwSalSPPWgCFUqZIuRU6QrmrCxD1oAjSPipgnFOVcClNAHIfEhVPgHWQwBAtmbn1HSvlhTlF/3R/Kvpb4rX5h8DX1un3rgrFnP3QTyf0r52fTpY8AHcBxmgD6iPBqsxGae8nFVTIKYh5IpgUu2BTDJ7UCVh0wKdwLKxKoBYjNLJdrCvAyegxVbc7nAG4+grOv8AXbPTsrGFubtei9UU+5oAvXV1FZQfbdQkIY/Kik8k+ij+tcRqOpTandGab5UXiOIHhR6/WoLy9u7+cz3cvmOenoo9AOwqvuoAkJzSU0HNLSYxwopB0paBAOlWrBS9zCg6tIo/Wqo6Vf0cFtWtF/6arQI9VA28elWuwqpnmrY6CkMWikooGLSUUtABRQaSgAooPSgUAOopKBQAtct4j8Yw6Pcx6fZ2r3+pyDK28f8AD6Fq6G+uPsljcT4yYonkx9AT/SuF8BpHbaVJ4j1J2lu9SmJU7dz9SAij1PPA4xj0rOTv7qOzDQhySqS1S6d2PaP4iXTLcCbT7YHnyM5x7Hitbwz4jvr27udK1i2FvqVsochfuyoeNw/IfnS6h4lvYJIbWPSLqKe7z5DM6E8DJIXPUDsayNJWLVvFcd1NJfRS2kBhIuZMF3bDELt44HJGf4h6VC0Z1t+0pPmikujW53ucdTisy81Xy7z7BZQm5vxH5jIW2pGvYu2DjPYAE/hmqGo3d34euI7t5zcaRJIqTrJy9tuOFZT3XJ5zk1LDIHh1pdNVV1NZnDCXjL4G0n/Zx0+labnFGna19iy02swmaRrW0niVMrHDIwkJ44+bj19KjiXRPFNuJZbSG5MTFXSeMF4WHVWB6GuH8P6z4g0zx6dA1O+e/WThmOWCkruBGegxwa6WRo7D4j23kZRtRsn88dmZCNrEeuM/pSUlJXR0VcLKi7J6tXTXY6i3tobOBYLaFIYkGAiLtA+gFP7HBH1pTmuU8d67JpGhmG1J+3XreRAq8tz1IHrirbSVzjo05VqiinqzH0YHxP8AEW81XYGstNXyIG7M4yM/z/OvQ+vJ6+tc/wCDNDbw94cgtXKmd8yTbTkBj2B744FdBUwVka42op1LRfux0QUh60tJVHIJTqSigBc0maKSmApao2NKxqFmoAjnfHSs2Rjk1bmY5NU35NAFB+WP1rl/GM5tdAv3BwTCwB/CuqYcn61xfj5TLoF5CpG6R4oV/wCBOB/I0AdN8PUluPAujNIpDCDbz7Gu1SMR7SBkgVU0iwTStLtrJAMQRLHn1wKtlj60ATrJnrTiaqhj608P60APYZpNmaehBGamUKe1AEIhHpUioM1OqDFOCjPSgBqR1MF4oUUpbFADeRVS7uVhjYlgMdqluZtinHXFYFzN9ochucUAch8R1e98Ba1KTgwosi+xDV88x6tMOd2Qexr6O8eJt+HOvnt5Az+Yr5bDHaB7UAfVH9pwHrcxf99il/tC0C5a6hA9d4riZ7C7tuJbWRf+AVWdHUjckg+qmmI7WfX9NhyBOZT6Rrmqz+KrSMZit5pG7AnbXJAY4paANW916+vYmjZ1hiY/6uDIz9T3rMHHApAaWmgFLZpKKKAFBxThzTBT16UmMWlpKWgQVq+HF369aqf72fyFZVbPhYFvENtgZwCfwoEeljtVhWziq/apo+1IZJ2ope1JQMKXNJRQAUUUUAHalxiiigAozRSCgCtqMBu9OubfJHmxPHke4IrjPAcmNP0yKYEC2jmt03D7swfkfUr2713uP8iuVnsYLPWLm1mTyrLUXFxBKGIMdyByAex4BHryKlrW510J/u3Tfqb9/pdlqkapdwLKEOUOSCp9iKZJpVm9ktmIVjhQgoI/lKEdCCOh96qST69Zw8WtvqLA4/dv5LY+hyCfpis65v8AxbdoY7LRrey3cGW7nDEe4C0rocYTe0lb1MbxtqVxFZDQLho5pbx12zq2GEYYEs6jocDqOK6a60uz1qOG7s7+WKdE2i6s5QSy88N1DDqeah8PeE4tHnkvru4e/wBTm/1tzL29lHYVYvvCmk31wbgxzW0rffezmaDf/vbcAn3NCRrOtTXLCL269ylbaTong2G41W6uJHuCMyXVzJukf2FZ3hY3viDxNc+KLq3aCzEXkWSuOduclvxrUg8EaNHcpPKt1duhyou7hpQD64Nb8s0NpbPNM6RQRqdzHhVGKSiDxCs1G8pPS77dkiLVNRg0rT5ry6cLHEpLEnk+w9zXHeErG913WZvFGrRlVbKWELgjyk9cYxmlW0u/HGqpeXSmLQLeTMMJyDdY5DEf3a7pVVUCqoAAwAKPi1exMnHDU3BfE9/LyF/Ciig1ZwAOaMUCimAYpKWkoAKSlppNADHqBjUznioWGRQBWl6mqrKRVxlzUMg4NAGZIODXnvju68l9HLH93NqcYYHuFIP869CnOFY15L8XpvLt9FCnB3vMD9MUAfQUn+sbHQnIphHFV/C15HrPhnTL3cGMtumSPUDmtZ7QHoaAKAFLUskDI2AM03Y3oaAEDFelSpNzUexvQ05InLcLQBaWTIqVMnvUSQsOoqwiYoAevSoppljGSaJplhU+tZE85kc80AMu7ppGIUnBqoikdal2c04LzQBy/wAQTj4da+M4H2cf+hCvlcDgV9TfEW0kvfAWt28JIfyQ/A6hTkivlo0AfYmwyuVxwO5pHsIZPvqG+oq1HHsXHc9adimIx5vDmmznL26g+oGKh/4RPS/+eP61ugU8DigDnv8AhE9Mx/qj+dMbwjpx6IR+JroyKbigDl38HWTdC4+hqI+CYD0ndR711uKKAOPbwQmeLpsfSnr4KiVf+PhmPrXWGigDj18Fnzfnuvk9hVk+DbbvM/4DFdPmkzQBzP8Awh1qP+Wsn51c0rw9Bpd8LqJ3LBCgB962utKKBEqEnrU8dV1qxHSGTLRQKKBhQOtFA60ALRRRQAUUUUAFJS0lABUF5aw3trJbXCbo3HOOoI6Ee4PP4VPSUmNOzuZtnc3FtOtjqABlxiK4HCTAeg7N/s9+orUPXJ61BcW0V1CYpkDoecHsexB7EVXgN3bSeTOrTwlsJOv3gPRx3+o/GhGjtLXqXx1pcZpF96yZ9XkuGeHSYBdOPlaXdthQ+7fxY9Bn3Iptkxi27Is6nqdnpFk13eyiOJSB0yWJ6ADufauaXTLzxlNHc6tFPZ6Qh3Q2JO1p/wDakx0HtWtZaCFukvtTuWv75RwzjEcZ/wBhOg+vJrbHFTubqpGkvd+Lv29BI4khiSONFVEUKqqOAB0FOoopnM3d3CkpaSgQq9aD1oHWkpgFJS0maAA9KbSkjFIaAGNURqY0w9KAK71BL90/SrL9KqTHgj2oAxrt8HZ+dePfGN9mp6REf4bUtg+7V69dDfMorxT4w3Bn8cLEekNpEn6UAen/AAL1q5n8Gy20pDpaXBSInrtI6V68squAR3rxb4GRIPBN2w+8b0hj7bRXqkUki4Gc0Aa4WnbB6CoIJCVwasBiaAG7B6CjaB2FSUm6gAUU15AiEmhn4qvM+5CKAKN1KZHxVbbk5q4sJduelTrbJjpQBnBcUuKuyWpP3DkehqIW579aBFG4skurK8jkAKSQOjAjttNfG1zH5d1Mg6K7D9a+0tSnTS9Fvr2UHy4YHdvpt/8A1V8WTzebcSyAEB3LD8TQB9mE0oPFN60o4pgJ3pw6U3vQTQAGjmm5ozQA6kJ5pM0maADNLmmk0maAH8UcUzdRuoAdmlzTMg09RmgB69asJ1FVwOasRnpQBOOtFIKWkMKUdaTFKKAA9aSlNJQAUUUUAFFFFABmijFFABS0lLQAjKrqVcAqeoNIsaxoERVVQMBVAAH5U6jNA7saBilzmigUCFoozRQAlFFFABSUtJQAU00pPGKaaAEzSmkA5oJoAKjc0rNUTtQAjEVRnblqsOapzn5j9KAMp+blVrwX4nXBuPH1/j/lmqxfkK98A3Xa187ePJPN8c6u2P8AltQB618B7tJfDWo2m4CSK6VyvsRXr8aAnPevnn4E3qx+KL2xY4Nxblk56sv/ANavoeNgMUAW4hirC8VSWdVNP+1xgZJwKALZbmmls1U+2xH+MfnQLqI/xr+dAE7MelN25qITxno4NSh1oAeqDHIqQIKiEgFSLIp70AO2Ck2D0pj3CICS1Z1zqpXKx8mgRj/EZz/wgetJHkt9mJIHpnmvjyQgyfKOM4Ar628Qme50PUxkkGzlyPX5TXyvoVk99qkMSxGXadzKBmgD6/zS5pMCkJ4pgBNIWppYU3rQA7dSZpvQUZoAdmjJpMikLUAOJpCabuFJvFADs0m6mbs03PNAD8+9XUX5RVGNd8gHar68DFCAcFp6DFNFPWhgTLTu1NWlpDFopKU0ABpKDQKACiiigAoFFFAC0hopaAEpaKKACkpaQ9aACil4o4oASiiigAooooAKKKKAGkc02pabxQA2mGpDUbGgCNjzULtUjVC1AETmqc5+Y/Srj1Sn+8fpQBTgG67X64r5q8Wy+f4w1ZzgH7Qw4r6Xtf8Aj5X/AHxXzF4lP/FVasf+np/50Ab/AMKLlbT4maO7PtDMyZJx1UivqcAg7R24r4ttLqaxu4bu3bbPC4kjb0YHIr6V+HvjVPHcZiaN7e7t03XIA+U+6t7+lAHd713hclmPZeTU4snmBDEoh/Oopbu106MCNOWbAwMkmpojqEp3Hy4V7Bhkn/CgCVNMt0XG0/jTjp9uf4aAt7jmaM/8AoD3SH5ljkHqMg0ARvpcDcqWU+oNRNY3CZMUxYD+F/8AGrJvVRtsqlPcjip1kR+VZT9DQBlGa5iOHtyT7Gqz390SSLYhB6GugIB61Tksxk7T9KAMgXayHLs2fQjpSlI25wefarT2wJIYAj6VTms5Ey8DkHsrdKBGZ4klWx8K6vdEgBLSTH1IxXzr8MbiKLxhGJsASxsMk45Neu/Fe81QeB7qG2tsxuwF0+eUj9vxrwfw0qv4msVZiAZQMrQB9cseKiLUNJxUW7JpgLu5p4NRjrTxQAE0386U9aTNAC5pjNTd1ML0AOLUm7imFs0lFgJA1LmogeafQBatlJct2H86uAd6gtkKxZ65OasDpTAUU9aaOlSLQwJFpaRadmpGJSmkzRQAGgdKKUUAJRRRQAUUUUAFFFFABRRRQAUhz6cUtFAC4zRikooAKKKKACijNJmgBaTOKBTT1oAXdSZpKSgB2ajanUxulAEbVC1TMaiYmgCGSqU3erkhqlMcigCva/8AHyn+/Xy/4iOfE+q+9y/8zX1Dag+en++K+XvEP/Izap/18v8AzoAzq9n+BWrWtvDq9gATfyFZIwBy6jtXjNet/s/wwv4vvpXTMkdt+7Ppk4NAH0BY6aEKz3P7y5PzEnop9B9K0ttIikVLjigBmKQinsKbQBGUB6gH61UmtIydyFo27FDj86umonoAqC4ubbh/3qf3h1qeG9in5Vhn06EfhTX6VmXFr83mRMUf1FAGy6K4zWbdl4mG3oc1TTU57R9lwGK/3hWgl1b3sRXcDmgRyHjORJPCOrxy/wAVq/8AKvmHw6SPEGnkf891r3P4y6v/AGLoculghrjUAFBPaIHkj8a8Z8GWTah4rsY1Bwr7yfQDuaAPqTfmlHWoxTx0pgSZ5o3UzNITQA8tTc0hPFM3UAKWph5pOaKEAUtJRTAUdaeOaYOtT2sRmuEXtnJ+lIDTjj8tAvpTiKdRTAaBipFptOU0MCToKKTdxRmpGLS00nim7qAJKBTA1OBoAWiiigAoopaAEopaQ0AFFFJQAtFJQKAFopRRQAlFLRQAnFBp1IaAG009aeaaRQA2kxT8UmMUANNMbpUh61G3SgCFqhdqmfvVZ+tAEUjVTc5xirEoNQlDQBHaf8fMf++K+XfEQ/4qfVP+vp/519RWvF0g/wBsV8veIv8AkZdUP/Ty/wDOgCvplhNqmp2thbjM1xIsaj3NfXfgrwNpPgzTFgs4g10ygT3DfekP+Ga8H+CvhWfWPF8OrMpFppx8wtjgv2FfUCqAML0oAUCn5pAOKDQAHmmmlppNACGomp5OQaiY0ARydKquM1Zk5xULLRYTZTliV1IbmseWCS1k3xMQK2pM5wKqyjPB6e9AHlvxweG58J6ZcSov2tLkqrE87Mc/rXC/DPR5Lq4ub+KTY0eIhg9c1qfG7Vln16z0iFwy2kW+UDs7dvwH860/hAsTaHchvvNNz+XFAHrIIpd3FRZo3UwJc00mmbqTdQBIW7U0mmFhSFqAJO1JmkBpaADNGaKKAFq9panc744HGaoZwK2rGPZZr/tfMaAJ8Uh6U6jFADR0pelB4pBQA7NJupjEg00mkMlLU3NM3CkyKAJA1SK1QA+lSrQBKDTgKYtSDpQAmKKWg0AJRRRQAYpMUtFACYopaKAAUUCloAbRmlooASilpDQAlHaijtQAmaQmg0hoAQnmmN0pxphoAieq7LmrXY1C1AFVl5qJ1wOlWW61E/Q0AUrfi8T/AHq+Y9bt5LnxdqFvEpaSW7ZEUdyWwK+nYD/pa/71eTfDnwy2vfFjUb6VM2enXDyuexfPyigD27wL4aTwp4SstNVQJlXfMwHVzya6ZOlIactAC00mnUhoAbmmmn0w0ARk9aiapDUbmgCNjimFlx1FDnJxVCaQq+AaYidl5JqrcARqztwqgkn0A5pPPI6n864/4geK4tJ0mewjY/bLiEhVx0B4yTSA+d/Emof2t4j1G9JLedOxBPcZ4rt/hZfGKC/hVgHDBgCe1easMOR+ddb8Orow+IpIBjE0RHJ7igD6JzSMabmjNMBQaOtJmlzTASilA5p2KTABTiab0oJ4oAXNJSA5pc0APjXzHVP7zYrokjEaBF6AYrF0+My3IPZBmt0dOtADTTTTjTDQA0mgUGgUANaomJzU5HFRMKAGA80Z5oo70APU8VKpqEGpFNIZOnWpaij61KKAFFHenKOaGFAEdJTsU3FADh0pKUdKSgB1J3paTvQACilpDQAlLSUtABSUtNNAC0hpKQ9aAEPWkNFBoAYetMNPPWmdqAGnpULDJqYnioCeaAGMvNQycA1M7YqrMwIwxwDwT6UAU0kVLrcxAVTknPStH4e+Hk0PRZ5Sm24vrh7iUnryflH4CtC1NrAgKWCFehbGSffmtSO8gJyWK8d+KALW0UuMUyOVWHDA0/3pAFDHBoqNzTAGaomakJ5pjUADPULPxTjUUh+XFArjGcZqnKMuT61K3Aqs77eTQBBNIsMbyOcKoJP0rwnxfePfahc3MhzuJIPoOwr1DxXrIVZLGFv3gXMmOw7CvPPEFkkXg+S5IzI5JJ96zlKzsVY8lkbMhNbng2D7T4os0EhTJPI+lYTcMa6j4dxed4zsx6An9Kuwj6KoooqhC0opBzSimwHCnUylLcUgFLUwmmk03dQBIDSk0wGr+m2LXsuTxCnLn19qALGkRsFeUjCsBtJ71q9KWRNr4AAUfdHYU3rQAhpjCpCOaaRQAzFAHNOxSgUAJjioyKmxTStAFdhSYqUim4oAYOKeD0pp60o7UhliM81YTmqkZq1GelAEoFLxQKdjigCMgYqMipiKYVoAYBQRTwtKVoAYKQ1JjFNIoASjHFPApCKAI8UuKXFKBmgBD0phFSkcU3bQBHikI5qTFNoAZikNPppoAjNRngVORxULjigCBmqBnqVqhIppgMdulUrtz5dW5Ogqvb2hv76K2ycNy59FFO4HTadbrJYwO+CGjU4/Crf2WH+4KnjiWOJY1ACqABilK4qAKLWW05icg/Wk86eD73zir22goCMEUwIY7yNxycfWpThhkEGoJLJWOQcGq2ZbdiDmgC4V5qJhSJdq3DDFPYBhlTmgTIGOKgc8U+X7wzUEhwKBEUrALmue8Q60uj6XJdsN0vSFAPvN7+1bF3MscRZ2worzjxHqEdzPvnD+WBtiHYD1qZuyKsYD2mozy/ajOZp7lt8hc9z7U/xorW/g1o2+8OD9azr3WWhlXZL8qnIA4NVfFOttfeGgJuGbGB61zKTbLeiPMyckmuy+GK58YRt/cjZj9MVxldf8OOPEbEPtzGRkV1rYg+hKKWinYQDrSnrSZFB5oAU9KYTQTxTCaAAtQAKTilHSgBwPWuv0y3SHToQo+ZlDN7k1xw7/AErsdIuY7iyQBhujARh6EUAPkjbOeaaErQK8HNMwB2oAqGM4zio2X2q/jmmugYYIoAo4pCMVb8hT3pDbjPWgCrRirH2cetMaFhyBkUAVmphqZkb0NRspoAiPWl70FaQA5pDJUPNWYzwKqr1qzFQBYU08GmCnCgBaaaWm0AFFFFAAOtIRSijvQAoHFGKUUGgBpFAFLSigAK8Um3FPoxQBEwqMjmpyKjK0AREc03FSFeaTbQAwjio2Wp9tIyGgChLGc9KrupUE1qMnqKqXSYXigDNmYAda1vDloFie8ZfnlOF/3RWSls13dRwjOWb5j6CuyiVUQIoACjAAoAkpDS0VIDaKdgUhFO4CVE6hhgjIqRjiomPNMCjNCYySORSRyyIMgBl9O9WnIPHaqUq7TkcelArk+6K4BwcMO1ULkMnWnF9h3j8cVFLdROArkgcnpzigDmNX1JJbsWC/M4JLhew9D9a5bX2towDIpw3yqp7nPFWLGf7LPfXBfzHmuGZpD1wDwKydfuU1SFXdzEYJFZSPrWbhOcOaJcTF1CwaxCT3luqI/wBw5rlPE9wWRFJHlgfKo7V2niE3WsWdtFFhkTrg859a898SAxyCMtnHBFc1O71Zc1ZHPV3nws0+S616aQKSqpXBEmvVfg5ERJe3B+6CFrsWxiewUUlFVcAopKQ9KAEPSmE0c0hFAC5pe1IKWgBwGRXSeG7NhZtdHgynCj2Fc0qPK4ijBMrnao9676xtvsdjDbk5KLgn1pNgN87yyFeniRCeDUrRpKMMu6qslkw5icgD+FuaVwJ8g96Q49aoGSaAkyIfqvNOS8WTgEf1pgXKDUSygjrTw+aYDqMUgNLQA1lzxjNQPbZOQfwqzRigCi1s3YioPKbJGMVqleKi2dc0AZwRh2qxH0p7R89KQDFIZIpp2cVHSmgBS9AbNRmgUATUUwU4GgBaO9GaOaAHCl7U3JoBoAKUU0nNAoAkopu6lDUALimkU7NBFAEJXmnbadilxQAzbTGWpsU1hQBCRVS6GFq8wqpcKp4Y4GOaAF0a2wZJ2H3uB9K2F61lQapYRIsXnKnH8XFaUciyKGRgwPcHNICaimg0ppALSE4pKRulMBjGo2NOaoXNMBjtzVWVqmduaqTSAAmgkgaTAOfxryX4p+LL3Tr6PRdPmMLSRB55FHzbW6AH6Zr0HW/EFnomnvd3sirGAdqj70h/ugdzXz3reqXPiLxHNqlyuHlIVYx0RAMKPwo6FI3JfEAtdOhggLsqDBPXPvVC58QvcwmPy8FsZJqkty9uGTA565qNpg75KLn2FEa0oR5VsU/I3tK1iCCwkSeQmRs45riNamE1w7Ak5NdFA9okZaaIM+Dk1yN/Ksly+wEDPr2rLcHJtWZT7V7N8JYCugXDkY3yEg49q8Z7GvY/Bceq6Z4QWaAIVl+4pHJz3rREHqVFHSiqAQ8U1moY0ygA5oAzRSihgLijHeo5J4YYnlmkWOKMbnduij1Nc7H8SPC1tcfv4L67jzhpETCr7jPJFAHovhqx8yY3zD5V+WPPf1NdORzWH4f8TaFr1nG+kXsEseMCNTtZfYqa3cg1LAF4paKKQDWUN1FVLiwimB+XB9RVyimBkmxnhGYZt3+y1QPPNEcSwkY7rzW0VqNkBBB5FMDPivUK43D6GrCXIYdjUNxp0UvONreoqqbGaD/VuSB2NMDUWTcafn3rGF3cQ8Swkj1Wp49RiY8Ng+h4oA0s0hFRJcBgM1KCD0NADStMK1LjNIRSAh20hXip8Ubc0DKxBoGanK+1NK0ARZp2aCKSgBwPNLmmUZoAfmkJptIaAFzSg0ylzQBITxTQ3NNLZpM0ATBqeDVfNP3YoAm4peKg30eZQBPxTWFReaPWmNcIO9AExHFZt0eHB6VLJeAA88VlXN00m7HSs5ysi4RbZVmVZSQwDD0xUUQmt2za3DwnsByPypd7dcUtYObOhQXU07XxNNCQl9CGUf8ALWL+ZH+FdDbXtvexebbyrIh7rXEt/KqytLaTGe0lMMueSv3T9RVRq6akTpdUei5zTWPFc/pfiSOeRba/229wfunPyP8AQ9jW+xwK3i00YNWGOeKgkNPkciqssnHWqERytjJNYOu6zbaPp1xfXb7YoB07seyj61pXEzKDg89q8U8f+JBq+p/YbaVXsrZsbl5Ej9yPagRyut6rea9qL3t7KzMfuRg/LGPQCrfhPSY9T1rZMcRJGXI96zQuRXVeCdLmupruaF9hjXbn1JpS1Q0YutaJ5erzxxS+XGp4PWorWysUmWO5djnjO6i/g1EeIpbeQljvyGJ4Nb91pgey3eUCw6ECuOd72RrFGNrel2tnYedazswbJ2nsK89l5kJrqbu7ljglikBOMj0rmJBlya2pxaWpEiLGeK9+8OyfZPCunocZSBTt65JrwRAd6gdSR/MV7xocBuIliJ/dxbQfcAdK2RJ21HaiiqENzTaWqWp6pZaPafab2bYucKi8tIfRR/WmBbYhELsQqjqzHAH41i33i3Q7DcJdShdx/wAs4cu1eZeIvE+pa9OyzSeTZox8u2RuAPVv7xrnyoB6CkB1nirxm+uQ/ZYIzBZAhim75pSOm72HpXJvcM5y3J9aryqc4HSqxDg96ANOC6kgnSeCWSGdDlZY2KsD9RXonh34z6/pTrFqarqVsBgsTtkH4968pErr/wDXqVbjgUgPqrw58TPDniMiKC8WC67wT/K34Hoa7FWDAFSCCMgjvXxSGSTr1rqPD/j/AMTeG9qWWpNNbDj7PdDzF/AnkUgPrDFGK8j8PfG/T7mJY9btpLWYfedBuQ/1FekaV4h0nWrdZ9PvoZ0bptbn8utAGmRTcU8EHvmmnrQAwqM9KaUqQ9aU0wKrR8Hiqk2nwSdYwD61qFaYY80AYb6bIgBimYY7dqaJr23PzoHX/ZNbJjxUTRjvTAopqwV9sytHn1FXY7yKTowI9Qajkt43GGUH6iqr6dDj5FKN6qaANISoe9O3D1rG+zXKcJOxx/e5pGbUE6eW/wCOKANqkIyayE1CeMDzoHz3204augPKSD6ikM1CKbtqnHqcUn8Q+h4NTi8gI++KAJNtG2mfaov71L58R/iFNAO20m00CVD/ABinean94UAM2Gjb7GniRT/EKN6/3hSAj2n0NGw+lSBhnrTsj1oAh2n0o2n0NTceopePUUAVypx0NRsGz0NW6btzQBTYPn7tV3BDcg59K0inNZ2p3CwRbAf3rD5cdQKTdlcErszrmYmQxr91eD7mq5OaBgUtck5czudsI2VhmBQcClY1GzVBYjNVdmzTnfmoGfFFwILmNZVIb9K0tG8UTadttdRcyWmQFnP3o/r6isqaQYNUJ5AYyDyDVxk0RKCaPVGdXjDo6spGQwPBFUJ3CjrXE+FNfNpf/wBkXDuYJcm3YnO1u6/4Vr+K/Eln4b0iS+u3GAMRoD80j9gP610xdzknHlZyXxR8ZjQdOGmWzA392uWIPMUfTPsTXjEWqx7Bux6cVV1fVLrWdTudQu5N01w5dvQegH0FUcVZB0cd5C4zvAr0vwAwh8P313kYZ+CPbrXiJJHQ1taZ4q1DStPlsoX/AHL5OPTPWgZ1U/iC3u9VDbMlnKg9sV1sEqCyV8gjsBXjAv0Yjeu33Wt3TvFS2Ns0PzMCe/PFKnCPNeQ3JpGh4mski82Yc764eVcsSBW/qniA6kPKRcKPaswWbMM4PNbVOV7CKtoq/bYN5wvmLk+gzXvGmaez3sM8F2Bb8uU6bj2/CvFrPTi9/AhGd0gr263tzDAgC4AUVnYDqaOc8DoMn2FVL6+tdNsZby9mEVvEuXbv9B6mvHvE/jLVPETmK03WunqSFjUkFx6sfX9KBHqlz4o0K0naKfVbVWUchH3H6cV5Hr+vT61qkt7IcRhtsEe77iDp+J61zf2SYD7wH480xopk5DZ/GgC8Z9x5GPxpjS4qj9odDhhn61IsqP3x9aAJ9+e9MY5FIV4602gBNgOaYU21MKRhmkBCGOeKkWVgetG2m4oAnFwpADLVu1vpraQSW1xLC4Od0UhU/pWZigEjpQB6loPxi8QaREsN2I9QiXjMvyuf+BCvS9E+MXhzU0RbqVrCZsArccLn/eHFfM63BXhualE0ZB568YNAH2bbahbXcayQSpJGwyGRgQfyqyGU9Dmvjiw1jVNKkWXTdSuLZl7Ix2n6g13WkfHDX9OVI9UsIr6MdZIzsYj6UAfR9Feb6H8YvDGrqoa8+xzHrHcjbz6A9K7yy1G2voFmt5o5Yz0aNgwP4ikBbIzTWXnpTtykA5H50tAELRg9qiaIirdIVBFAFEp7UbfarPl89KXyh6GqApNGD2FRNCpU8CtAxZ7Uw249DSAy5LONsZUVGbCPsP0rW8gj+E0eQf7poGY5sB61G1iezt+Brb8n/ZNL5PsaAMMWkw+7O9M8m7HSU/iK3fJHofyo8ken6UAYgW8XpIPxWgzXqdVQ/StryR6fpQYAex/KmBird3Sn54Sfoad9vkHWCX8K1/s4/wAik+zL3H6UgMkal6pKPqtSjU48c7v++TWgbRD2P5U02aUAUhrEA4L4/A07+2bb/nqPzqwdPhP8I/Ko206AciNTj1FAEf8AbFt1D7iOgFY8ztPM0r5yx6elTXPlySt5ShVU44HWosYrCpO+iOilBbjNvFITilZiKjLcVgboQmoWapCagY0hkbtzVd261LIeTVOZ9v5UgIJpODWdPJ+7YipbicDK9z0rntZ1WOwtGllbCgYGO59B6mqSE3YdLKDcQsbiKBopQ5kkcKFA5J568VyfxG8WJ4p19WtHY6fbJ5cIYfebqzj61zGpahPqd008xznhUzwo7VVBrrgtDjqO7ExRSnpSVZmNbrTDT2602gBMU3FPpM0AIuVORV2LUHQYILfWqdGKANyx1eGG9gmcZCOCRXplp440m4iVXnCHHQ14vtowRTuM9H8V+Iv7e1AD5hYwn9zATwT/AHm9T/KuekkBXCgKo6KOlQmYHjmo2egQ5mzUZNITSZHrQAyRVYcjNVZIMcoatEA0zOKAKRkmThs1NHcqR83BqVlDdearyQLyRQBZV1IyDT6zRuQ+1WUlOKQFk03bTQ+frS5NACFOKYV4qTJ9KUYoAgIxRkVMQM0hQUANWRl6GpVmNQlfajFAExSN85RTVuw1LUtIYPpuo3VqR0EcpAH4dKoA4qQGgDvNG+MvirS2Vb2SLUoQMbZV2t+YrvNH+PmkzkJqllc2ZJGXX51rwggEcimNCCeGxQB9caV4+8M6wB9k1m1Yn+FnCn8jXRJKsiB0ZWQ8hlOQa+JooAo3ED2Fa1l4g1rS2zp2rXtv/srMxH5E4oA+xd/pzS5PpXyvb/FrxrZqAdRiuAP+fiLd+oxXQ2Hx91iEIt9o1tcY6tFIUJ/CgD6GzzilHSvF7X9oDTS3+laReReu1g2K3rL42+ELplWS7mtyR/y1iPFID0v8KOK5K2+Inhe7GYtbtMYz8z7f51pQeKdGuP8AVanaP9JhQBt8UmBVNNUtJD8s8R+kgP8AWpluo2+6c/TmgCUr/nNJs/zmhZA38LflTtwB70AN2/5zSEcU7cD3o3KRTAjxRin8f5FIcUANprAVJikIzQMgrO1C7CBoIz83RiOw9KtXt2LRMAfORxXPnJJJ5J6mspSZtCFxaikbFPJqF+tc50JWQwtUZJpxqMmkMaxNQsTUrGoHbmkMglbBNZ9zJhvwqzcPgk1i6hdbVYqcEDOfTHehAUNTv0t4nllYLGgyzHsK8u1rVpNVus7iLdCfLTPT3+tWvE2v/wBqTtbwEi1Ruv8Az0Pr9KwATiuiMDmqT7Cn/OKSl603NaoxbuLRRRVEjWpKVqSgAptOzSYoAB1paQCloAKSlpKANdnB9qbuGaRqibrTAkL0hOajzS5oAdkUlJRmgBaQjijNGaAIygI5FMK7egqfGaay0gIASKeshHegpUZUigCykymn/KwyDVPFAO3pQBb2DsaORxVdZMGpRKp780ASijatNByakGKAG7RTglLxSigBMUhHNPyKbtZjuHCjr70AJu5o3UwsO1JuoAcSSKYVpc0Z9aAGbaXHbt6U/wCWkyg70ANMa9doNJ5J/g+X3BIp+9fWkMgHegCSIXEXKXMyn2kYf1q7FquqQj93qt8h/wBmdv8AGs3z/ejzvegDfi8V+I4vua9qA+sxq0njrxXH93X7w/Vga5cT+/6Uef7/AKUAdgnxH8XRrga1MfdlU/0qaP4oeME6aw//AHwtcV53HWjzD60Ad2Pix4zVgf7VB9miGKnX4w+MlwDe2zgdmg6/rXn3mH1pN5oA9Mj+N3i2P766ewH/AEyYf1r0nw/4y1288MSeIdd04W1oqZiitY2aWf0IGeBXmXw38Cf2wG17V4n/ALKt8skYHzTsOcAeldRpfxaiOtyw6xYfZNOVykG1cNbqDgbloGWNB+J1trN8bbWV+wzvLsgfdlCD91G/utXczW80ABaNiDyCoyPzFch4r8PeEry5t9cnm+zQPwzQDb9rJ5GB6+/al07xF4kv9PjtfCelFLGH5Fa4yW/Fjx+VRKNy4zcTpGdeuaYSCODn6VBokPi5IJDrVrG1wc7THtZT6fLgfzp0lw0SLDdwFLtVLSvCmFT0yp5I9waydLsaqt3FIqNhUisG4BBJGRg5BHqDSMMA1k01ubKSexWk6VWlbAzViSs28uEjjPPIqbFFG+nEak5JPoK8w8W+IxOz6faSk44ndeAT6A1p+MPFDW5eztnzcMPmIP3B/jXnZJHUk961hEwqT6ICPWkpMmkya3OYU0UlOpoBKWiiqENakpWpKADbRtooHWgAop+KMUAMoxT8U1uKANJqZUQuQe1OEgPfFMBcUh4pdwPejg0AJRmlxSUAGaM0UmaAHZo60gNKKQCEUhFOooAiZB1FRleKtEDFMK5oAr4pAMc1MUppXFACLIQfapRLUO3ik5oAtCSnh8mqgcinrIaALIOWA9amd8xhfQYqqshBzSGY+1ADsUmMU3zDSeZQA+jFR+aRR5+OuKAHYpCtN88eoo88dsUAO2e1GwelIJfcUvnL3INACFR6Um2nmeP1X8qTzo/VaAGYoxUgmT1WjzU9VoAZtoHBp/nJ7UeYnqKAEPFTWASfUrSJ43dHnRXSP7zKTyB+FS6dp11q94trY28k8p7RrnH+Fe2eBPh5F4bA1DUBHPqbLhRjKwD0Hqfek2UotkbfE5dK8T/2Q+l+RotqBFHEgG9SP4sfxCuk1i18IeIILbxC0cMywjz3uE4LKP4WHfmszxLpEEjm8eyhuBjbOjLzJHnnDdmHUGqF3o9jpWgyafaXEktncyxlF55R/mCnvnjFCYNWOi8HaWviuabX9Ug3W7AxWcEi/IiZ/hXp+Neix28USosaKir0VRgCq+kWaWGkWltGoVY4lHAx2q5uDYIIIPcUCGlcnkVU1DTrbUYDFcxhuPlccMvuDV7tSFc0AeVI2oaP4l/sG/UTRvl7W6Xhj6Bh+hrWfdtwwww4IrR8eWS/2fFqSDFxak4Yf3T1/pWddSNlJSMLKikE+pFZVI31NacrFaZgqEmvPfGviNdLg8qFs3MgO0A/d966bxLrcGkabLczvhUBAHQs3YV4JqWpXGqXst1cHLuc/QegrOMTWVTTQrySPLK0jsWZjkk9zSHmmUAmt4xsc7YtFFLTEJTqaaBTQmOopKUCmIa1JQwwaSgBaF60lFAElFMzTlORQAtNanU1qAJigHamMp7ZqyR7Uw0wK24qaeLhvSnmMN1pjRehoAlW4B4qQHNUGBU5polZTkGgDS60Y4qml0B1H61MlyjD0oAlxS0xZFY4Bp9IAozSUUALRSZozQAlFLmjNADdtN2CpM0UAQmP0pMEVOcYphWgCPNJuHrTytRNCx5FAC7x6il3cdaj8l/Sk8qX2oAeScUwml8t6PKY9qAGZpCak8lqUQtQBFk0mTU3kNTlhPegCsc+tJ831q55P0o8n6UAU/m9cUu1j3q35IJ7Vv8AhrwXq3ii6Edjb4gH37mQYjT8e5pN2Glc5mC3ubqZIbeJ5pXOFRBuJr1Lwt8Gb+9jju9fnayibkW8eDIw9z/DXpXhPwNpXhSFWhiE99tw91IOT9B2rqc5rNyNIxMzR/D+k+HrcQaXZpbp3K/eP1PetAkHNK1N71DkbxikUL+NXh2no2RXPi8udGXUBHB50iwxz2yyJwoQ4bB/GurkjV1INc3qus3Md/aW95aLLYqGieXHIDDGD7U4yVyKkdND0fS7pdQ0q3uTgiWNWIHrjmrQVVUKoAX0Fcp4ZvYLNE0u2inNkiAxTSHcMntmut/EGtTnExg0tO4A5pkkqRruY4FMDm/Gj7tIFpGA885wqH0A5P8AL864q/8AFum2Wtv4W1BvJcQRGK66osuOVPpXX+I9esNNtJdVu2UWlqDyRzK/UKPbPWvH/GXhi01Tw8dejuw2sXGbglGBjdDztPoQKQzkviNq1zda82nSALBanIGc+YT/ABZ9K4yrgurWexkWdJPtqN+7n3ZDL02t9KqmgBtFFFUAuaKSlA4pAFANLTaYmLmjNJRQIDyaTFLRQAmKKWigApV6UlKvSgB1NanU1qALHm7evNAlXvTCtRsh6kUwLOV69KCM9KqEEUnmkd6ALLLx0qJogf4aaJyO5NPFyCeRQBEYx6UwqRVrzIz3oZVboaAKgYq1SrOR3NKYueRzSeUO4pASrcZqRZQapmIrytJl6ANAEHvSms9ZmU81MLjI9KALFFQib3pwkoAkxS4qPzPel3j1oAkxRimBwe9LmgBcUYoBozQAYpCKdmkzQAzFLTsUYoASiloxQAmaXFGKdigBuKTAA5qREaR1RFLOxwqgZJPoK9d8C/DEQvHqmvxbpBh4bMjhfd/f2qW7FRV2Y3gX4Zy6uI9T1qN4rE/NFbnh5T6n0Fe2W1rBaW6QW0SRQoMKiDAAqUKO2OmKXpWUp3N4wExgUHigmmFs1nc05QJphNDE1GSR3pDHMwrK1WMPayKFBLDv6d6uTOVXINVLliycmmtBtXKkniLTfC9rBLp++S1mYRXNqc7kOOXH+Faem6xLcRJeaHrFvd2xOXguTh19vauevrNZlY7FJxg8Vn6R/wAU7qT31raxSO6FCH6D3rVSMZUzuX8Sa+SyrDpKj++bnpWbrHjPStBtRdazqAuLhlIVLfJUnuFPSvNZ9MvGup5gwBmYsy5OOe1WTeCLQV0S706G4sVz8ucMjE/eVuoNXcjkL2s28vxA0NtUuLsW9ugxYW8LAorf7Y9TXkrX1/pEtzodzJKIGkAmhVs5x0A9vbvUtvrl/wCHtSvW0/zDaq7IyOMr7Ejs3vWppcei32j3moX86yXcfzth8SZ68etMzZd12/8ACreFLZYrdZdT5RV2GOSL1Leorgm9qWVnlmeRyxZjkknJNNpgNJopD1pe1MkOaKKSgBaM0lLQAZozRRQAZozSGigBc0ZoooAKUHFJRQA7dSHmiigC6UprLmpSy+opMqe9MCDy6a0YIwRVjj1pDt9aAKpiXHSovKHrV0qh700xx+tAFMoPU007x3q4Yk7GmmIUAVxO4GKkFxnGRTvIyeKPs57UgF3xn2prIGPBFIYWFR+WynOcUAOaJu9MK4p4dl7/AJ0olJ6gGgCI5FODcU4+WeoNMOM8dKAHh6dvqGlzQBajPNTVTR8VMrmgCbGaMUitkU7NABiilFGKAG0UuKMUAJmjNLilxQA3NOHQ0YrX8NeHrrxLrUOnW6/KxBmk6bE7mkwPQ/hJ4Wiktz4ivIsyMxS0RuQB3b+gr1sLjJ6knOfWobGwg02wgsrZAkEEYRAPQVMWA6msZSudUI6Ds4pjGonnCkD1oD5rI1sPzSA0AUEUARyHmoGfGaknO3FVmNADZG3Y9qrv6VKTTDzQBXZagePcPu/pVwrTdnFUmDMie0GMgYrlfFF6mj6XLdbQZD8kYP8Aeru548oexxXkHxOu2+0WlkD+7+aU/XpVJmU3ZHFW2o3NtLM6Pu87PmKwyrg+oquODwMfSminjrWyOcWm06m5xQJjCeTR2oPWjtVCClpuRThQAUuaSlwKADNFGKKAENFLSUALRRRQAZoozRmgApKWkoAh+1v7/nR9rf0P51XopXGWPtbjt+tH2tvT9ar0UXAsfa39BR9rf0FV6KVwLH2ts9BS/bH9P1qtRTuwLIvH9P1pftr/AN39aq0UrgWftj+n60fayeqD86rUU7gTGfP8P60faP8AZ/WoaKLgTGf/AGf1o8//AGf1qGii4E3n/wCz+tJ5x9P1qKii4EonYVdiV2QMR1Gaza9NbwDeaf4HsvEM97ZPFceSot4Bl4/MTcoY+pXaSOozSEcQCVODmpVYHvWm+nFiQQOPSs+8snthvXJA68dKoABp+Kqef3zUqTKe9AE1FNDg07rQAUYopRQA+3t5bq4jt4IzJNIwVEHViegr6H8EeE08LaKkTqDfTAPcSdyey/QVyXwt8ICFIvEV4AZ3B+yRsOEXpuPvXqbEKPespSNoQugZwtUJp8saW4mwTzzWZPOEBLHAHesmdCVkXVYk1dj+7WbYt5mG6itFeKRaLC4xUcrgHApjzCNSSapPeKaAJJ3ycVDmo/NEh3A1L5RCbj3oERmkxS4zTtnFADMZpMVIVqOUhRzQBVuZFCkZ7V4f8SLmOfxOIo2yYYwrexNewaheR2trPcysBHGhY5/Svni+u5b+/uLyZizzOWJP6VcUYViACpAKavNPrY57jTTD0p7dKYeaAG0jdKXFBHFUIj5qRelJtpRQAtKKSloAXtSUZ4ooAKKKMUAJS0YpaAG0UUhoAXNITzRTT1oAqUUUVIwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvePB8T3fwSijuTO7y6vtjBUkkLEAADzwFXqeBjHFeD19O+CL+8s/hjpttJq1zNdP5ckZAI8uExrtiB54FAHFSeH5GDELhsccDmsq+0qSIOHjyDgE4r0trcHOCFx+WKryWisPnjVgRg1QjwfU9MexmwFzGxJVv6VnkMvIPFewa54bhmVkVSqsMYHUcV5ff2EllcNBIORQBQWVlqxHcdqjMfFRbeaAL6yhquafp9xq+oQafZp5lxO4VF/mT6DHesYEjp+le/fDLwh/YGkjVL2NDqV2mfUxRnkD6nqfqKT2Kim2dvptqLDToLU7cxRqh29OB2p0s4ORmmtOO2cVVmkABJNYPc61GxFLKFJLHrXJ61qR1DU4dFsSWnlYGTafurVy/vp7+/bSdNZvtjJu3BdwiGerCpfBXg5vD9/f6hfOZ7+dgIpCdwCD3+tIdzpbWzWyto4l5wuCan3gDrTpiAuTWZcTgA89aRSG31xliFas0u3qae5JOc0+2g8xtx+6KQy7p0WDuY++K0JiPLNV4wF5HpUU1zuOM8CgB6cnmp9oIqnHICRirsfK80AQsMGqF9MF+X0Ga0Lg7SMVgazcpErvIQqKhZiT0A600I4H4l6yItMi06Kb95cHc6g87RXlmK09c1V9Y1ie6b7pO2MeiiqIHtWsUclV3YiinUoHtS4qzMjbpTKkYVHigBKKKKoQYoooxQAUtJinUAJRS0hoAUUU3NOHSgAoooPSgBKKSlFACYpCOafSUAUKKKKkYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX0l4YXPhLRz6WMP/oAoopoDX8tjjpzTXiwwHqKKKYjL1FN7hV5ZRnmvJfFsQGoKcYYtjrRRQBivalBuByPeomTNFFAHS/D7QodZ8WQC5Gba2UzyL/ex0H5170Z3wctyT2FFFZyOigMLnFZWu6kthpk1wwJCKeKKKyW5v0Miy06TQ9Jt/EYnM91O/nKASqkt698e1dTpuo282hzahc+b9rkfcwByFI5O30HtRRVmPUcNTiuoEkQllddw4xkVRnkxudj8oooqHuaxMzSJZdeuGmjxHZRkqG/icjrx2rqRCsaAJ0FFFSWRTSBFx3NUC2WPNFFAFi3BZgM1pDhKKKAKt42B9K8k+JuvSRRrp0bENcYLn0QdBRRVRJlseYpUw60UVsjhluBooorREjGNR5ooqRiUCiimAtGKKKADFLRRQAU00UUAFJRRQAU+iigAooooAKSiigD/9k=",
"path": "000485.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000486
|
Men Tshirts
|
{
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",
"path": "000486.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000487
|
Men Tshirts
|
{
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",
"path": "000487.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000488
|
Men Tshirts
|
{
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0LTp2bqzW6g/mMVLp2g2+kYTTrm7t7cf8uzymaIfQPkr+BH0qiTYooopgJRQKWgBKKKKACiiigAooooAKaetOpp60AFFFFABRRRQAUUUUAIaXikNFACGig0UABpV++v1pKVfvr9aAJm6mm05upptAgooooAKKKKACiiigAoopaACkoooAKKKKAIrm4hs7Sa6uHEcEKNJI5/hUDJNebS+KW0Hw9e+LLqFRrOuPiygf/lnCoxHn/ZUfMfVmrqfHzhPDAglkEdveXMcNw5/hhyWc/kpH414P4v8AEcmv6i90qmO1jjENrCf+WcY6cep6n/61AGDc3ct1cS3E8rSzyuXkkc5Z2PUk1TeQqwNRRyEuQa6Twl4M1HxpqZtrPEVtER9ounXKxA/zY9h/SmMyjpGpXthNqNnp91cWkBAlmijLKh9CRWURIOqOPqp/wr7A8PeGtO8MaANM0xGWNCXZ2OXkY9WJ9TUbMysyMQRnuoNTcD4/8xD0Zc+hbmkPPNfWd1pGlXoxdaXYTD/ppaof6VhXvwz8Hagp3aLFbuf47SRoiPwBx+lMD5nNFe5XXwN0aRibTWdQt/QSRpKPz4NUW+A2R+78SZP+1YnH6NSA8bor2WP4COfv+JE/4DZH+rVZT4CWYA8zxJcE99lmo/m1AHiOc8fhXqM0L6j8KDO0bDNirs4ihiTdE2AWccseAAuM+vOCegPwH0teviDUD/27R/41ePgm18P6TbaZFO91E7yIJTZ/vh5gw2CDs7/eYZAz2pMD58AyKCCK9xtfgfoctujf2xqIbGDiOMiiT4E6aT8niC+A9Daxn+tMDw1WZHV0Yq68qwOCPoa6bT/HWrWgCXJW7jH/AD0O1/8Avodfxrtb/wCB8kNtIbPWxJOpygnt9sbD3KklT9RivPtX8Ia9obkX2l3CR9po18yM/R1yKmUVLcqMnF3R1lt8SrFYx52nXYb0V1Yf0p1x8VkWMra6S5fs00wA/ICvNNyD+Jfzp6L5rhEw7Hoq8k/gKj2EL7Gnt523Ni71681jXLW6uSq7Z0KRxAqq/MOnIOffIPuK6P4rRLD4tiKgAtaruAx1DsO3f65PqSa40WVzbXttHPbTRO8ibFljKFuR03DB/lXcfFZw+t6axGHW1dCMMCu2Rhgg9MdMDj04rRJLRGbberMzwp481zwlDJDpslsbeWTzJIZ4AyswGM54YHHoa7q3+PN8pH2jw9ZuP4jFdOv5Ag143k0oPNMk+hNO+Ofh+dlS/wBO1CzJ6um2dB/3zg/pXY6V418Na4Qmn65ZTSkf6oyeW/8A3y2Dmvk0H1pxIb72DjpmiwH2axZQThgPUDinRyFh2Jr5D07xDrWk4/s7Vr61A6CK4YL+ROP0rq9N+L3i+wdfPvYL9Afu3cAJP/AlwaLAfS1JXlvh/wCNel37rDrNk+nOePPjbzYh9eNy/ka9Ot7iC7t47i2ljmhkG5JI2DKw9QRTAkopcUlABRRRQAUUUUAFGKKKAGnrRQetFABRRRQAUUUmaAFNJS0lABQKKWgBOKVfvD60lKv3h9aAJG+8aSnP9402gQUUUUAFFFFABRS4oxQAlFFFAC0UlFAC4p8ce9uegrK17WrbQNHl1C6dFRCqLvOAXY4UE+mTz7A15b42+K2oW1+NP8N3lv5MAAlvBGHMr/xbc8BR+OaAOk+MssZ8MW8PmYd7tVRQeoCnP5ZrwK7Odyg5FbOp+Jtb8Qqg1bUprryySgZVULnrgAD0rGspLBtYt49UkuEsPNH2h7dQZAnfb/nPXFCA0PB/gjV/GN/tsojFZo+J72Qfu4/UD+83+yPxxX1B4f0Gw8NaLDpmnR7IYxksfvSMerMe5NR6ANKXRrVdE8j+zBGPs32c5j2+3v655z1rS3eW3PSgY9Ody/7JrFu0Cy59as61rVn4e0qfVb8yC2gAL+WhZuTgYA9zXFW/xQ8H6qo26ulo/wDzzvI2iP58j9aTBHTg1KnSsq31vSLkZh1fTpAf7t3H/jWlE6ycxvG49UkVv5GkBIRg0qnmnGNj0U0gjkHPlv8AXaaYEgp1NGff8qUkUwGkZ71h+JI1fTJA5iCp82ZrpoU/4Ft+8OnFbhI9RVS7DNC4jd1cggGPbuz7buO3ekBW0qcTWwZW3KwDKwGAQQDkDsOavEc1i6IzRxCNw6sjNGfMcM+Qf4iOM4I6Vt5B70DIz/k1H5SByyqFY9WQlSfxGKnIpMe1AFRtOtnOWijb/fhic/mUJpY7KGJg0YKFf+eYWP8A9AANWulJQBz3ihIm03yvJV2mkALPF5xAzkkhuSPUDnHTpVObwX4f8TaZaS6tY+dMYzsnjuHDqhYkBWz056EGn+JnL3NvGMYT5gWBADnhfmHKNnkH2IPWumjiEMaRLnEahBn2GP6UgPK9U+BdpJufSNclh67Yb2HzAPbemD+lcbqPwj8YaeGeKwi1CNerWM6uf++Dhv0r6MFPH0piPkS+0vUdMbbf6feWhBwfPt2T9SMVUUhuhB+hzX2QXcoUZiyH+FvmB/A1h33g3wxqbeZeeH9Nkk7uIAhP4rigD5X6Uu/6Zr6QuPhb4LuDzoYiPrBcSJ/U1QuPg14RmGIv7Ttz6pdbv/QhRcDwJJCDmvQvhl45m8OazHY3Uv8AxKbuQLKpPELk4Eg9OcAjuDntW9qfwMQRM+ja25l/hivYQAf+Bp0/KuEv/AXifQ7ee61DSXFnEMSTxSLIoHrwcge+KLgfVfqPSm1yHw18SjxL4QtpJH3XtoBbXIPUkD5W/wCBLj8Qa7CmAlFFFABRRRQAUUUUAIaSnUh60AJRRRQAhooNFABRRRQAGiijtQAuKF++v1pOlKPvrQIlbrTac3U02gAooooAKKKKACiilzQAlFFLQAlFFFAHmXxm1W3g0rT9Nba0zzfaSD2VQQBjuST+hrxq303U71s2+n307nn93bOf6V9T2ugWkWsXOrTos19OAgkcZ8qMfdRfQdz6k/StnpQB8jW+j6u8pjGkajv6bfskmf5VgXdtc2F89vd209tMDkxzRlG/I19s1zHizQNL1+BINWsIruIcrvyGQ+qsOVP0NFxnzb4L8f6r4KvmFuftOnyNmaykYhT/ALSn+Fvfv3r6T8NeKdJ8Y6QL3Tpt2DtlhfiSFvRh/Xoa8i8RfA4lln8Najuzki0vWwfosgH/AKEPxrgFHiz4ca6tw9vcabdL8u6RcxTL/dJ+66/j+VJAe4/F7WbSx8F3WmT3CC7vNvkRA5ZgrAs2OyjHWvmdj2/StO+1i+13WLjUtSuGnu5VJd27DsAOwHYVltwTQAwouc7F/KnKzL91iv0JFITmgUASieX/AJ7S/wDfxv8AGrlvreq2hzbapfQ/9c7l1/rWfS0AdJF4/wDF0ShY/EmpgDt55P8AOpf+FkeNM/8AIzaj/wB/B/hXLfSjNAHVD4l+NV/5mW/P1Kn/ANlp5+KHjUDnX7iQf3XRCD7fdrkaKAPbNe8Q6lY+FF1rQrn7IxSG5O2x8pWR/lPBypOSDnjgceg4xPi/40X/AJikTD0e1jI/lWl4Ju4NR8LS6ZduiRRCS1lZrh4wsUoyHPVSc8Djtz615vcQSWtxLbzLtlicxuM5wwOD+ooA7+P4z+LUOXbTZR/tWYH8jV2H4566jDz9J0uUf7IdP5E15eKOKAPYovjw+AJ/DSE9zFekfoVrVtfjjoMpAutJ1OAnujxyAfyNeE8UsUL3E0cEYBklcIgJAG4nAyTwOTQB9C2/ijSdUuk10XDwadGhmaSZSriNDhuFyGG7aCh5HBFdJY+L/DWolRa+INNd2PCtOEP5NivIvF8q6J4Dg0uJzuupktmTeQwEOGcSR4Chw3lruXIYCvMRgjkA/UZpDPsuNTJGJIsSoejRkOPzGaOnWvj21vrqyObS6ntmByDDKyc/ga6Ww+JfjKwAEev3Mqj+G6CzD/x4Z/WmI+nqaT2rwix+OXiGA/6bpumXY9VV4T+hI/St63+O9g6r9r8PXaN3MF0jj8AwBoGesd6coya88tPjP4SuGInGpWnp5lrvH5oT/Kun0Txr4Z1+cQabrVtLOekMmYnP0VwM/hmkFzfPArOvNOi1mxvtMmYpFdwvC7r1UMOv4GtCc7Qw7g8j0qG1YC43UgPFPhpcX3g34knw9qiNAb0NaurcBnBLRuPUHkA/7VfQNeC/Gm4uLPxB4evbdWV4YXkikxxvWXcBn8OnvXt+lajDrGk2epQH91dwpOnsGGcfzH4VSYi1S0UlMBaSiigAooooAOaaetB60UAFJS0UAJRRRQAUUUUAFFFFAAaF++KKVfvCgCV/vGm05+tNoEFFFFABRSikoAKKUCkNABRRRQAU6Nd0gHam1h+I/GuieEEifVJpPMm/1cMMe9yO7Y9KAOq6UV53H8avBzjma+Q+jWjf0qQ/GbweBxPen6Wj0AegVmaqPlQ/hXLQfGHwVMQH1SSA/wDTa2kXH44rZh8RaNr8G7SdUs70jkrBMGYf8B6/pSYwt5MSAH+E1NfQxXVo8M8Mc8DghopUDK31BqgzgTAg8Grqybk2mkgPMNZ+D+mapcs+gBdOunzujYkwbe5A5YHpgDiuauvgRrcX+q1jTHb+6VkT9SK9209Aup5H/PNv6VNdZ8w0wPma7+EHjG2BKWdrdAf8+90pJ/A4rO/4Vr4yBx/wjt5+G0/1r6dkXIPSo1FAHzI/w58ZR8t4bv8AH+ygP8jUX/CB+LQf+Rb1P/vxX1MOtSKT6n86APlQ+BvFY/5lzVP/AAHNRHwb4oHXw5q3/gI1fWfPXJ/OmMzf3j+dAHyPJ4a16LO/Q9TXHXNo/H6VTewvYv8AW2V0n+9A4/pX2H5knaRx9GNIZpe8rn6tQB8t+CdRk0zX1t3doIr0CEtISipJnMbnIxw3r/eqx8QdNaHU4tYCyCHUFy5kKA+avBJC9Cw2vggHk+lfS08aXEbJMiSKRgh0B/mK5O8tIbLWDLc2sNxa3L5lR4Y2zKQfmJboqqC34sOwpAfMoKnowP407b7Gvqv/AIR/w5fxK0mh6POjDIYWqEMOxBHaqU/w88GXJ+fw1YL/ANcw6fyamB8wYrsfh5o73mrnUWjjaG2YRRrNgxyTuMLHJwSqsNw3AcEivVdR+GHgaKBpW06a2AIG5L2QAE8Drmp/DvhqG00t7eye7sYRHLBA4Yecu4/vA/AD4PKMR346UAeNfEDWF1TxK8EEsstpYILSAyyGQ/KSXO48n5iRn0Arlx0r2uX4E6e/Nv4gvUP/AE2tUf8AUGqc3wFuxn7P4jtW9PNtHX+RNCA8hpwr0m5+CHieEZt7zSbn2EzIT/30tY1x8K/G9tljoUsyjvbyxyfyagDj80ver9/oOsaW+2/0q+tWH/Pa2df1xis4OhONy5+tADu9SrzjPY5HtUeKlQfLQB12kfFTxRo0YtzeJf264CxXy+YVA7B/vD8zXV6T8cZGuoY77QYsO6qz29ywxk4zhgfWvHWPJoRirqwBJDAj8DmlYD691zRbDW9MfTNTt1ntZCflPDK2eGU/wsPWqHgDTLzQNMutAuZWngsZd1lcHA3wSZZQR2KkMCOnpxWD4x+J2n6L4UsdR0wpe3WpRk2gYfIm3G5nH+yTjb6+1cV8HfFt7c/EC8i1S8e4l1aEhnkbrKnzJ9Pl3AAfShAfQNJS0lUAUUUUAFFFFADT1ooPWlAoASijFFACUUUUAFFFFABSU6koAKVfvCkpR94UhEr/AHjTacx5NNpgFFFFABRRRQAtJRRQAUUUUAA5OK+ZPiL4gHiHxjeTRuTbQnyIfTYvAP4nJ/GvePHeuHw94OvrxG2zuvkQn/bfjP4DJ/CvlssWYscnJzzQA9CQal6rk1GnOKlbIWgZWkYgcEiqjSPFOs8TtHMhysiHayn1BHIqzIeDzVOU0AeueDPilDdRLY+J7lYrlcCK/YfLL7S46N/tdD35r1qzuUnt0ljdJI2+7JGwZT9COK+QHNaWh+JdY8Oz+bpWoTWxzlkU5Rvqh4NID7BsMG9J7iI/zFPuvv14r4X+OSx+c2uaYXlSLaj2XAkJIzlWOF/A1pTfHrRnky2iaiF9RNHn8qAPTH6VDjFefW/xq8LTn99Bqdt7tCrj/wAdNaEPxV8GTHH9sNGf+mtrIP6UAdqgqVK5KP4k+DCOPEVmP95XH/stWE+I3gsD/kZdP/Ev/wDE0wOozxTSAa5n/hYng1v+Zn078Wb/AOJqVfHnhJh8viXSyPebH9KAN403FY6eM/C8n3fEelH/ALeQKnTxHoMpAj1zS3z6Xif1NIDRxVS+sku4GjOfmUqSDg4Pv29Qexpyanp0v+r1Gxf/AHbqM/1qdJYpBlJoWHtMh/rQByqXV9oc5glhkubckiLBG4ElVSNRnCgDJOAfb0qzL4ot1ZliildgWGXG0ABtpYjk4B68ZA6jkV0L23ngjYHHQ4IP8qrf2RGhytu6AKFGAQAAcgD2zzj1pAc4lveatcB9RRooBkG26FuSskbex67uvHGK6W3gIjTcoGFCrwBgAYA/KpI7IRY/dn64q0qH+6fyppARKMU6nsoHXj603FACUYHoKKKAJFlkVcB2x0xniqF3o+l6iCLzTLC4H/TW1jb+lXAeKVetAHL3nw08GXwO/wAPWsLH+O1ZoSP++Tj9K8/8Y/BqfTrZ77w1JPeQqMvZy4Myj1Qj7/0PP1r2xBk1I/CE56UAfFk8bwSmOZHideCsilSD9DSJhjxyPavri8gtryTF1bQXODkedEr4/MVmz+CfC+p5N34f09mzy0cXlt+a4pXA+bItO1LV7iOzsLW5u2DM4jjBIUnqfQZxXo/gf4U+IrbWdP1iW/sbF7aZJxEWMj8HodvAyMjrXfWfhu28M2Q021C7BNJLuGckM2VDE8khcD8K6bRcADoBSvqOxvnqaMUdaSrEFFFFABRRRQAmKWiigApp606kNAhDQKWkNACEYopetJQMWkoopCClXlxSUq/eFAEjfeNJTj9402mAA4pc0lLmgApKXNJQAUUUUAFFFAGSBQBU1Dw/peurF/atlDdpEWKRzDcgJABOOhOOM9qwb74T+Cr5TnRI7dj/ABWsjREfkcV2nRQKWgDy2f4EeHXINvqWqw+zSJJ/Nahb4DaQUI/tzUt3Y7Y//ia9YHNOJoA8G1L4B3qITpviCGY44S7tzH/48pP8q4DX/hv4s0CN5bvSXmt15M9m3nIB6nHzD8RX1i9Z8ztGzFWKn1FIZ8Ut0zUYPNe9fE74ef22w1XRLeJdRAPnwIAv2kddw7bx+v1rwq5tp7O4e3uoJIJkOGjkUqw/A0ATWfWX/dH86HOTSWZ/1v8Auj+dLIMGgCOm596dTaAF3Gnbm7GmU6gA5z1o5oooACB35pNq91U/UClJ4pAaADYn9xfwGKNo7DFLRigB8cssJzFNIh9Ucj+RrQi8Ra5BgRa3qaD0W7kA/nWYaBQBux+NfFEP+r8RaqP+3pj/ADqdfiB4v6DxLqo/7eDXN0ooA6iL4jeM4mDL4l1E47PIGB/Aityz+NHjC2GJ5LC9HpPahT+akV550ozQB63b/HnUFwLrw7YyHuYbmSP+YNa0Hx30pwPtHh+/jPfyriNx+oFeHUUAfQsHxq8Iy/62PVoD/tWquB/3y1aUHxZ8ETYB1l4T/wBNrOVcfkDXzR3paAPr7Rte0fXFd9K1WzvQoywglBZR7r1H5VeuW2xHmvkXR9Qu9Hv4tSsJ2gu4DujlXqD6H1B6EHgivYtM+N2lXVpHHrdncWl0OHktk8yJvcDO5fpzQB6C7Yl4q5ack/SuIj+JHg64cFdehTPaWKRP5ium0LxDomqzLFp+sWFzIeiRTqWP/ATg1IxmqvuvHH4VZ0jiNiTwK5XxZ4q0vQZpXv7kCXJ226EGV+ey9vqcV53N8aNWHmRaZpljbRNxuuA0z4/MCpS1GfRkLhl47VJXg/w++JniLVvHen2Gragj2N0Wh8hIERQ5UlTwM9R617xWpIUUUUAFFFJmgBaKTNGcmgQtIaKSkAZo70UUAIaKKKACiiigBM0q/eFJSr94UATMcMfrRjNDD5jSUwDFLTaUdKADFGKCKM0AGKSlzSUAFZPiHxTpPhOyjvNWmZI3fYixoXdj3wB6VrV8+fGTXH1HxaNPif8Acaegj4PVzyx/PA/CgD2Sw+JXg/Utoh1+0RyPuXDGJh/30BXRwXdvdxCS1ninQ9GicOP0r4xc/Ljt780sV1NaSrLazS28g/jgkMZH5GgZ9qoOKUng18nW/jjxXHAqL4k1TA4GZ84/MVIvxF8YW53J4kvif+mhVx+RWgR9TMwxis27/irwjSvjl4js3C6nbWWoxdyF8iT81yP0ru9J+L/hbWwIrmaXSbgnAW8A2H6SLx+eKTGdPdoHhGe1cd4h8P6fr0fl6hapMRkK/R0+jda7d9skYZWVkYZVlIIYeoI4IrFnjxIaQzzTRfgq+paldxw6yILREUgyQb5OSeOCAfr+la0/wCtkz/xU1xn/AK8lx/6FXp/hcASXeP7qA/ma1rvjNUhHg9z8CLkKTa+I7Zj6T2jL+qk1kT/BLxKn+qv9Il/7bsn81r37pzUbc5FID59/4Ux4vHRdMb6Xq/4U1vg14yXpa2L/AO7epX0LHTutMR85H4Q+Ngf+QXAfpeR/40n/AAqLxuP+YTEfpeRf419HgD2p2B6CkM+bT8JPG4/5gy/hdRf/ABVMf4UeN0Gf7Cdv924iP/s1fSxUDsPyppUegoA+ZD8MfG69fDV7/wABKN/JqT/hWvjXH/Itah/3wv8AjX04qj0qdVA7CgD5ak+HHjONCzeGdRx7Rg/yNZk3hXxFbD9/oGqR44y1o/8AQV9bOBnoKaHcdHcfRiKAPj+TTNQi/wBZYXif71u4/pTRZ3Z6WlyT7QP/AIV9iCaYdJpP++zUySynrLJ/30aAPjxNI1ORcppl8w9RayH+lRTWN5bnE9ldRH/bgdf5ivsrzJP+ej/99GmmWT/no/4sTQB8XbkJxvXPpnmnYr69utF0m+/4/NKsLjPUy2qMfzxmsW5+HXg274k8NWC56mENEf8Ax1hQB8uYNFfSkvwi8ESA7dKniPrHeyDH5k1j3fwM8PTL/oWpanavngyFJl/IgH9aAPDQdtqD6mqUh5rqvGXhO98H6mmnXcqTI8fmQTxghZVzg8HoQeCK5R+tACZqe1JW4jZTtZWBVhwQfUGq+Kntv9en1oAgubiS5upp55Hkmkcs8jnLMSe5PWhKhb7x+pqVSAASQPrQBr6JftpWt2GoKSDbXEcuR2AYZ/TNfZG5W+ZTlW+YfQ8ivjCzs7m/wlpbT3BY7QIYmc8/QV9b+E5rm48I6RJewyw3X2SNZo5lKuGUbTkHoeM0xGxRRRQMKTNLSYoEJRS55pKBhRS5pKBBRRSGkAuKSiigApKdSYpgJSr94UGhfvCkBM/3zRmg/eP1opgJmloooAKDzRSZoASiiigChrmrRaHoV5qcvIt4yyr/AHn6KPxJFfJmoXct5fz3MzFpJHLMx7knJ/WvrfU9E0/XbQW+pWq3NurhhE5O0tjgkDriuPvfgl4Qut5t0vrIn7oguSVX6K2RQB83N0pnVwK9m1b4B3Uas+la7FIeoju4Nn/jy/4VxN38LvGenyfvNDmuBnh7R1lU/kc/pQM5zhQoqGXhTXQy+DfE8RAk8OaqP+3Vj/LNY2oadf2LMt5YXltjr51u6fzFAGWTzUR/Q04HdypBHqKRhQB2ngDx9P4Tuvsl0ZZ9HlOXgU5MLf34x6+q9x717al7aanaRX9jcR3FpKMpLGcg+3sfY18tk1oaP4k1Xw9cGbTbt4t334z80cn+8p4P160gPq/wyczXoHYR/wBa1rrkGvC/D3xvisbWd7jRJJLuTaGEUwWPAzzluR16frVyb4/q/wDzLBx733/2NCA9ZNRP96vLrb466TIf9L0K/hPcxTJJ/PFaS/GTwfL99tTiPcNaA/yagD0BTQBzXDp8XfBeP+P+9X62L/41KnxY8Euf+QtKv+9ZyUxHbCnjmuMHxV8EY/5Dn/kpL/hUi/FPwQRxryfjbSj+lAHYGmmuS/4Wn4H/AOg+n/gNL/8AE0n/AAtDwQx48QRD/et5R/SgZ161MOBXGr8T/BIP/Iwwf9+Zf/iaVvir4HHH9vr+FtLj+VAHXvzUZHNcoPij4If/AJmGIf71vKP/AGWpY/iP4Ll+74msB/v71/mtAHTdTU8faudj8Y+F5fueJNJP/b2o/nVuLxV4dx/yMGk/+Bsf+NAG2elRtWPL428Kw/6zxJpI+l0p/lmqTfEbwXn/AJGbTv8Avtv8KAOjNFYUHjXwrdjMPiTSW+tyFP8A49itO11LT70ZtNRsrj/rjco/8jQBZzTkGTR5cm3d5b49dppY/vbe/pQBn69oWla/ZC01awhu4RyocYZD6qw5U/SvMdT+C2gSTM1nf6jaqf4CUlA/E4NevTng1kz8sRSA8ff4JRl8Q+IXA/27MH+TVVuvgnr1pG09hfWV/s58r5opGHtu4z+NezRj5s1qWZ4Iz/Cf5UAfKvh/wdPqV2rais1rbE5xj5357eg969s0DwZ4b0yONodGtJJcf624HnMff5uP0rIjt/8ASFauysOI48dcVnfUqx0FriOJEjxGo6LGAo/IVpq25VYkmsqHovuK04DmIe1aIkfRRRTAKKSlxQITFJTqSgYlFLRQIMUhFLSE0AJRS0lIAoopDQAUq/eFJSr98fWgCVhhjSU5/vH602mAuaWm0UAOpDS9qKAG0UprF8TeJrDwppX9oX3mMC+yOKIAvI2M4GeBxzk0AdEBtULR2rg9I+K/hfVmVRqq2krf8sb9DEfwYcGuytb6K7iEsBWeM/8ALSCRZF/Q0DLLAU5BjmoUuYXbasi7v7p4P5GpxyOlAh2eKY/zoVPIPBB5zTiPrSEcUAcH4i+GfhTXmaW40xbW5P8Ay8WX7lz9QPlP4ivM9e+BWowRvNoeqQ3qjkQXI8qQ+wb7pP5V75cnIqp2welIZ8cajp15pV7JZ6hay2tzGcPFKu1h/wDW96oycCvrDxZ4U0vxXp/2XUYsSJ/qLlAPMhPse49VPBr5x8X+DdT8I3givAJraQnyLqMfJJ7f7Leqn9aAMC1P3/wqVjUNr0c1M1ADcg00igdKU9KAG0DIPWiigBc+5pwJx1NMp1AC5PqaTJ9TRRQAuT6mlJOeppB1pTQAmT6mjJ9aKKAAgHqAaQIn9xfypaUUAKvAwMflSkmkHWloAaw3defrSeWn9xfwGKdQaALltq2o2ePsuo3tvjp5Vy6/yNdf4c+J3irTdRt/tGsTXlmJF86K7AlHl5+bBPzAgZIwe1cHVm2O2Td6AmgD6+a4hubdbm2lWW2kG6OVDlWXsQR7VnSsNx5FfLWn+IdZ0SQnS9Uu7ME5KwykKT/u9P0rdh+KvjGI/Pqcc4/6bWyN/QUAfQ8fXINaVr/F/uH+VfOsPxk8Txn54NMlHfdblc/ka6XRvjnIbhItT0OERt8rS2szArnjO1uDj0zQBuxKPMj5610UFzb2EAe9uYLZF/inlWMEfia8M8R/EC4uZTbaLI9vaqMGfGJJfcf3R+tcfJK9w3mTu8rn+KRix/WoURtn05dfEjwfp5UTa/bSED7tsrTH/wAdGP1p+h/Fbw3rWu2uj2K35lumKRzSwCNN2CQOTnnFfMCk461qaDqJ0nW7DUF62txHN+CsCf0zVoR9j0Ublf5kIZG5UjuDyKKYBRRRQIQ0YoNGaBiUGilNAhO1JS0lIAooooAKKKM0AJSr99aSlX7woAlb7xpMU5j8xpMimAmKKdTaAFzQaSigA714T8atdF3rMWlwyApZJtcBv+Wjctx7DaK92r5z+NnhSfTPE7a7ErNZ6idxYD/VygfMp+oGR+NAHn2TyvUelWLG+u9PcyWV1PavjG63laMn8iKzLW6EEwMyebF0Zc4I9wfWvRtE8D6N4otAuna1NbXu3cIp4hIko/vKRhvqOSPcVNxpEGlfFzxfpKrHJexajEv8F/EHP/fQw1djZ/HYYU3XhhN5GGNtebR+AIrjdR+FXie0Vmghtb9QOtrON3/fLYNc3Jo+p2BZLvTbyBxwRJAw/pTuOx7fafHPQXKrdaTqluSeTGyygfk2a2bT4teD75xENVltZCdqi6R4cn/eYFfzIr5xCMM5Bz6EHNUpXLEkN09DQI+v4r9buJJLaeO5RxleQCw9VYZVqVZlkYgZDL95GGGH1H9elfI+la9quhyFtMvprXJyyI3yN9VPB/nXqPhr4yCcx2fiOJABgLdJnA9yfvJ+ooA9jk5Ga5fxXp9tqejz2dzEskMo5U+vYj0I9a3bW/iu7YSxzrNCyhhJxuCnoTjgj/aFY+uSbUAyMGkwPLvCXwej1yXUTPrE1tFaziNBHbqzOpXdkknAPb8K6p/gJoyp82u6mfpFFXVfD9g9vqTjobofogrrpuUoQHi9x8BrDn7P4juo/QS2aN+qsKy5vgTqCtiDxDYOvrJbSr/LNe3N1NMamI8Jb4G68Pu6vo7fjKP/AGWoH+CPigfcu9Gf/t5YfzWvexTgT60AeAf8KS8WjpLo/wD4GH/4ml/4Ul4t/wCe2j/+Bh/+Jr6AFKDzTC58/j4I+LT/AMttH/8AAw//ABNL/wAKR8Wf899G/wDAtv8A4mvoEmlQ80gueBw/AzxQ4JkvdHj/AO3h2/ktSH4E+I/+gpo//fyT/wCJr30mm5phc8Cb4GeJgBtv9HP/AG3cf+y1Vb4J+LlYgSaQw9ReEZ/Na+iOntTCOeKQz52/4Uv4xH/LPTD/ANvy/wCFH/CmfGPTytN/8Dl/wr6IzS5xSuB89p8FPGDcn+yl+t7/AILVmL4G+KHP7y90eIev2h2x+SV7/GOeQRUhX0ppgeB/8KJ18DnWtHH4S/8AxNZ178F/F1vk24069A/543W0n8HAr6KPTimZ529qAPl+4+GfjW2jMknhu8ZR3iKSforE1hzWlzYSSwXltNbTquDHPGUb8jX16Bz0Fc38RPDtz4o8HT2NnHDLfLIkkJnbGMHLBW7Ejj0oA+VG+8abW3qfhLxFpUpS90S/iI7+QzD81yKx5YZYDiaKSM+joV/nQAwVNBjzB+P8qh3L/eH51NCDu6dj/KgCovSpB0pIYZJpBHFG0kh6KilifwFdbpfw38VaoFZNMNtG3SS7cRD8jz+lAHLr0qWMAnB6Hg16rp3wMu5AG1HXbeH1S1haQ/m2BXVaf8EfDESg3V3ql04/6arEPyUZoA7fwJqJ1XwLol4xy7WiI5/2k+Q/+g10FZ2haHY+HdJi07TUkS1jZmRJJC5BY5PJ960aYBRRSUAIetLQetAoEFJS0UANNFBopAFFFFACUUUUAFKn3xSUq/fFAErfeNJSt94/WkpgOopM0ZoADSUuaSgAqhrWjWXiDR7nS9Qj8y3nXB9VPZlPYg8itDFFAHyH418Fan4L1c2t6PMt5Mm2uUX5JVH8mHcdvpWTpGtXOkXCvGxaEMGZN2CD/eU9VYdiK+v9e0HTvEmkzabqkHnW8nI7MjdmU9mHrXzR46+GGr+DZmuEDXukk/Jdxp9z2kA+6ffoaTQz0Twv8RrTUreOPUJhIAAGuDgSRf8AXVR1UcZkX15Heu3MjbRslJRhlWR9ykeoI4I+lfJ0M0ltKssMjRyLyrIcEV3vhj4lTaSohnRTESWkibPluf7ykcxt9AVPcVm0Un3PYJIzJdSsTk7uTWLrHhnS9UQm60+3kYj74Ta//fQwa6WyAubWK52FPPRZdrHJXcM4yOtTyWqsuCK4nJ30O6KVtTxLV/h4kO59OumX/plcDI/Bhz+Yrir7T7vTZvLuoTGezA5U/QjivoXUrDKsQK4PWbLKujIGU9VPOa2hWfUzqUYvY5jwZ46vfCt0I28yfTmbLwq2GjPdoz2b1HRu47165qer293ptvf2kyy2lwhkjdBhSvQkD+Eg8MnbqOK8I1HTfs8rNCDt7p1x9Kt6B4kn01ZbGWVjZTHeo7Ry9mH16H1zXSmmcjXK7M+hPhs+/R7tx/FeyfoAK7aT7hr520D4sS+FdObTrbRYblxIZDLNcMvLYONoHbp1q+3x71lv+YFpn4yy/wCNUthM9sONxqNq8Yi+PF6CftHhyyf/AK5XUifzBrQh+O2muo+0+HrxG7+VdIw/UCgR6qetAFeYr8cfDxPzaRrAHs0R/rVgfGvwseTaawp9PIQ/+zUAekinCvOF+NXhTPMOsD/t2U/+zU8fGnwl/c1f/wABF/8AiqYHotSJ06V5qfjb4VB4t9YYe1ug/wDZqa3x08NIPl0zWW/4BEP/AGagD08ntSA15YfjxoH/AEBdW/77i/xpP+F7aB20XVv++4f8aBnqZ60V5Z/wvfQv+gLqv/fyL/Gmt8d9E/g0PVCfeaIUAepEYNOAzXkp+PGmdvD18SOmbuP/AOJpP+F9WIHy+HLon3vE/wDiaQHsajjmlrxdvj8Mny/DA9vMv/8ABKpzfHvUmP7nw/YKP9u5kb+QFMD3PaAKiNeFj48a+P8AmDaRj6y/41PB8er4N/pPh2ycf9MrqRD+oNAHtw605+ErzLSfjd4du3CahZ3+nMer7RPGPxXkflXoVnqdjq+nR3unXcN3bP8AdlhbcPp6g+x5pAVp2YE7XZR6BiKqv+8AEgDj/aUH+dWJupqDvQBC+j6Xdj/SdLsJs9TJao39Kxdd+HHhK50S/uF0eK0uEhZ1mtCYyCOnGcY/Cuoi7UmtHZ4cuh3kCx/mw/woEcL4e0mz0dEjsbaO3GMMyL8zfVuprrLUFmBPPPU1jW6EN7Vu2nyRBnIVR3JwPzqEM0Vap7c8kVnreQN/q2aYjtCpf9Rx+tSwXrbyvlRofSWdQfyGTVAbacoKWq1vOxOH8nH+xvP6kVZzTFcKKM0lMAxRilyKTrQAUUlFK4CGilpKACiiigBDRSmkoAKVfvrSUq/eFAEzD5jTaefvH603FMBKKKKACindqb3oAKKKKACkZFkRlcBlYYZSMgj0I70tFAHlfjH4JaTrPmXegsumXrZYxEZgkP06p+HHtXhPiPwnrfhW4MGr2Etvn7sv3o5P91xwa+y6iubW2vrV7W7giuLeQYeKVAyMPcGkM5nSYf8AiVWIAPFtF/6AKuPCRVqC3jgBgiUJFF8iKOiqBgD8BTpUwM158lqdyZgXsG5TXG6vYBgxHX0rvLqPIJzXN6jblkYgdPaoWjNNzyTWbYI7cYriL5FFwMcAnmvSfE0JSXpjcDXnN+hMx9hk110jlrLQduErvIOjsSPpQRimQD92oqR+ldBzkdIeaWkNADeMUvFJRQAv0pM+vNFFAC07tTR1pe1AC0Ac0gGKWgBaTFKKKADFLRRQAoGacBzTQOetPA9qYBTO9SEGmEEdQaAHJ1Fem/Dz4h6V4R0+407U7W5KXM/2j7RAAxHyhcFTj06ivM05PFF2R5uPRQKAPoNPih4PuTkayYc9p7aRcfXANXYvGvhaYjb4h07n+9KV/mK+Zc+9JmkB9aWGtaTeNi11bT5/aO6Qn+dSeKbj7JokOYpZDJOoCxgEnAJznpj3r5ICqW+6p/CtG41nU10iLThf3IszI0nk+aducYz7fyoA9jvfGFjpwIvdSt7Rh1hh/fSn+grAuvi1YQtiy0ia8cHImvpf5LzXkygnkDg9xVqysLrUZxDZW011KeiW8ZkP/jtJIDurz4v+IbhCkEVpbr2wGbH0HA/SsOfxz4nuy2/WLmNW/htyIh/46Af1rd0n4M+L9TCtNaQ6fG3e9mCt/wB8Llv5V6BonwNtLGEHUrq0vJi2SRA+EGOgBbDfU4piPF4tYv0voL2a+uZmgdZFaW4ZuVIPc+1fX9vcx3trDdxEGOeNZVI9GAP9a53S/h/4b0q+W9j023luVjEavJEu1QDnKp0De/XFdNgDgYAHAAGKACiiigANAoooASiiigBDRQaKACiiigApKWkPWgApV+8KSlX7woAnLYY0ylf75oxTASilIpKACiiigAooooAKKKKACilpKAKA/wCPqcf7VOkGVNKBi6nPvSsM1wy3OxMy7lODWNdxZUiuguF5PpWPdDmspI1icB4q0oz2LSxrl4/m47jvXk8umSXc0iRsqcDLN0619ATxB1ZSuR7968p17TTpGsvEg/czkOp9hnj9a2oyM6sbo6bwp8F9N1XTobq81q8LOu4xwQooH4tk10knwI8MhOdR1g/9tIx/7LWx8PLvfo8S5+6NuK7aRtyGuxO5yNWPJZPgf4bxhNS1dD6l42/TbWZP8CbQn/R/Ek6+01mD+qtXrpHzU1qCTxOT4FXgJ8vxFZkdt1rID+hqE/AzVj013TT9YpR/Svbm600E0DR4l/wovV8f8hvTP++JP8KUfArWCf8AkOaX/wB8S/4V7eDThnNAHi0XwF1Ikb/ENgP923kb/CrafANv4/E0ef8AZsW/+Kr2MGn59qYHjq/ANM/N4m/75sf8WqQfAO3xz4nm/CxX/wCLr2AUtAHkA+Adn/F4mufwsU/+LqVfgHp3G7xHen6WkY/rXrQp60AeXRfAfQFH73WNVY/7KxL/AENSj4F+GSedR1j/AL+R/wDxNeoUg60AeeW/wR8Ixf6w6nN/vXeM/korSt/hJ4It+f7E84+txcyP/Wu1GKUkUAcifhp4JH/Ms2P/AI//APFVQuvhT4IuCcaL5B9be5kTH6mu5NQHrQB5Tq3wMsZImk0LU54ph92G9AdGPYb1wR9cGvENUtprTU7m1uE8ueCRo5EznDA4Ir7Lj4GR1FeWeI/g/oeq39xfQ319ZTzyNJIBtlQsTknBwR+dID56or1ab4Jyhj5XiCIjt5low/k1QH4J6sw/c6zpznsHSRM/jg0AeZL1ru/CWgadqNml3fW/2hwzIiOfkwO5A6n6065+D/jG2yYrO2uwBn/RrpSfyODW54Zs7nTbKKzureSC4iLCWORcMjZ5BFZVm1HQ1pJOWp6D4Y+H/hG8tRqU+h2812ZCriTJjUjptT7o4xxiu8tbO2sYhFZ28NtEP4IIxGv5KBXM+DLjm5tj/EFkH1HB/pXWVVN80bk1FaQvvSUUVoQFJS0lIQUUUCgApKdSUwExRS0lAB3ooNFACGig0UgCkoNFABSr94UlKv3hQBM3WkBpW602mAuc0lFFABRRRigAooooAKKKKAClpKKAK0gxMx9eaCARTp+JFPqKb2rjmveZ1Rd0inOM5rJuVwa2ZuhrJugStZSNomPMPmIrj/HVgJtGW8QfvLRwxP8AsHg12ky8k1QurZLu2mtZPuToYm/4EMVMHZlSV0UPhveEQ7CeK9OMgKcd6+XtJ8fX/he7kgXToJZYXMbCV2AyDjoPpXSr8eNZwAND0r/vub/GvQjscEtz3QjmmE8mvEovjvq24+boWmsv+xNKv9TV6H47xk/6R4bYD/ple/8AxS1RJ623FNrzL/heGhMPn0bVFP8AsyRN/WpB8bPDmOdO1cH/AHYj/wCzUAeljing15l/wu7w3/0DtX/75i/+KpD8cfDw6aTqx/GIf1oA9SBp1eUn466Kv3NC1Fv96eMVBJ8ebMH934buW/3rxR/JaYHsAIpwrxR/j3Lz5PhqEf8AXS9Y/wAlqs3x51U/6vQdNX/emlNK4HutOWvAj8dvEBPy6To6/USt/wCzVFJ8cvFT/wCrtdIi+luzfzagD6GFJkA9a+b3+M/jVvu3Vgn+7Yr/AFNV3+Lvjhx/yGQn+5axD+lMD6bB9xTtrN0Un6A18qS/EnxpOfn8SX49kZU/kKz5vFniW4YmXxDqzZ7fbHH8iKAProxyY/1bfkarMpU/MCv1BFfIba3q5bcdV1AsOjG7kz/6FVqy8YeJrCYSW3iHVEYf3rpnH5MSKAPrZTiPNZ9zzmvM/hl8Rdd8Ra0dG1Yw3KNbvKtysYSRNgB+bHDA9OgNekzMDzxSAz5MZqa2+8BVdzlzU8Bw3NIDSt0y/Nea6uxm8XatITn/AEplH0UBR/KvULVcyoPUivKd3n6jdz9fMnkb82NY13ob0F7x0fh2b7Nqtq5OFZvLb6Nx/hXoFeaW4K7SM5XkfhXpEUomhjlHR1DfmKKEtLDrx1uPoooroOcKSlooEJS0UhoADSUtJQMKM0tNPWgBaKBRQISiikpAFFFFABSr94UlKv3xQBM33qbTm5Y02mAUUUuKAAUZoNJQAUUUUAFFFFABQOtFFAEdwMoG9DUPUVZdd0bDHaqiniuasrO50UtURyj5azbletarjNZ12pxmsGbxMadeDVFxnIHWtGfJY+1UpB82aixZ4F8Q9POn+Nb0hcR3O25Tjsw5/XNc6h4r0/4vacGt9O1NV5RmtnPsfmX9d1eXR13U3eKZw1FaRNnNIaQGlNaECUUGgUAFFFFACilo7UUAFLiilAJ7H8qAAUooxjrx9aNyjq6j6sKAHg+1LTVkQnAdD9GzUgBPRWP0Un+lMBKKeLa4cZS2uGHtC5/pVuDQdZuF3Q6RqMgPQpaSH+lAFBulMHWto+FPEmP+Re1b/wABH/wqjc6VqNgf9NsLu2/67QOn8xQA+0v7vTMXdjczW1wpwssLlWHryK6K1+LXjG1UJJqUd2o/5+rdXP5jBrlJzi3jA6MSapnrSA9CT4x+IR9+y0t/+2TL/JqvW/xt1KJwZdD0+Qdwssi/415dRQB9BaB8bdIvZo7e+0u7sZ5PlV43E0e48D0Yc+xqrYBti56nrXkHh2LztcsV/wCmoY/hz/SvYbHoK5q76HTh1ubdv94Gu70d9+kW+eqqU/I1wtv2rsvD7btOZf7kp/UA1NB+8VXXumtRRRXYcgUUUUhCUA8UtNpgKetAoNJQAUNS0hoAKKSg9aACkoopAFFFFABSr94fWkpU+8KAJm4Y02nP9402mAUc0UoNACUUpNJQAUUUUAFFFFABRRRQAtUmXbIy+hq7Va4XEgb1FZVVdXNKb1sRHmqlwmVq0c1BLnaa5TqRi3CgA4qjIuBmtW9TAUAdTk1nSR/LUGhzXijSYda0OaymLKpZHDJjKlT2zx61zll8JdFnQFtQ1IH28v8AwrurhMqVNSaVwFrejJ2sc9aK3OXT4JaGy5Grampx/cjNRv8AAvTcfJ4gvs/7VrGf616hb/cHsKm7V0nMeOS/AkZxD4j/AO/lmf6NUX/Cirjv4jt/wtH/AMa9mNNNMDxwfAmXv4jh/wDAR/8AGp4vgRGQPN8Rn/gFn/i1euCpEoA8qX4DWJ6+I7v8LNP/AIqrVt8B9GV/9I1vUpV9EhjT9ea9SQVMuKYHn9r8FvB8H+tj1C5/663W3/0ECtKD4T+CICCNCV8f89Z5G/rXYjrT6AObh+Hvg6Aho/DOmZH96It/M1pw+HdCgUCLQ9MQD0tE/wAK0aQtQBBFpunwtui0+zRuxS3QH+VWhgH5VUfRR/hTQeaXvQA/e/ZiPYGlMknHzNj6mmDrTieKAGSOxHLN+dRZaT5HYuhGCrcgj6Gnv92o0+9QB4F8avD0Vl4gtLjTNHaC3ktt08tvARE0m4+nAOOvSvKCVzjcM/Wvs+d2DMFYgdwDWBqOjaVesxu9KsJyRyZLZCT+OKQHyf8ASjB9DX0lJ4I8Kykh/Dun/wDAYyv8jUP/AArXwbK3zaFGuf8AnnNIv/s1AHi3g9N2tJIf+Wcbn6Hp/WvVrFumKZ4h8C6J4US0v9I+0RG6kaF4ZZfMXAG4FSRkdMUzT2JAOa5a2510NjooD8oNdZ4Yf93cofVW/QiuRtzla6jw02Zp0x/yzH86ij8aRVbWB0dFHaiu44gpKWigQU09aWigBKWiigAooPSkNABnmkNFFAwxSUtJSEFFFJQAGnJ98U2nJ94fWgCZvvGm05vvU2mAUUtJQAUUUUAFFLnikoAKKKKACiiigAqOZN8Rx1HIqSlFJq6sNOzuZ+c1HIKnmTy5COx5FRsMiuJqzsdad1cz7qPewPoKzZEwW4rZlGKz5kGTioZrFmNcpkZo08Yf8as3EeAfauB8W+NNQ8I39rHBY2txDcRFg8pYEMpww4P0P41dF+9YzrbXPV4Pu1OeleHQfHHUU+9oNiR7TyCri/HaQH954biP+7eMP/Za7DjPYzSGvIU+O0Wfm8NsB/s33/2NS/8AC87E5/4p66z/ANfa/wDxNMD1gdakTrXj5+OdqB8vh6fPveD/AOJqE/HVwcxeHE/4HeE/yWgD25Kk7V4RJ8d9VP8AqNB09P8Aflkb/Cs+f44eKJc+VbaXB6Yty+Pzai4H0PuA6kU4OD0OfpXzJN8XPG0/A1ZIf+uNrGv9DVCf4h+MbgbZfEuokeiyBP5CgD6tw5HCOfoppCkndH/EV8hyeKPEMzEy67qj59byT/GqUt/ezH97e3Un+/O5/rQB9ks6RDdI6IPVnUfzNVX1nS4yQ+qWC4/vXUY/rXxyTuJLZY+5JpNiHrGn/fIpgfX0vinw9boWm1/S0x1zdof5Gs+T4k+CojiTxNp+R/cdn/kK+Uwqjoqj6AU8OR3NAH1A3xP8ENkf8JLa/jHJ/wDE1raP4k0LWn2aZrNhduf4IphuP/ATg18k72x1P51JbsfORgcMGBDDqvPUH1oA+wJjksfeqEw3A1jWPxC8J6rGBba7ao5A/d3JMT9MfxcZ/GtiKaO6j3W8sU6nvDIr/wAjSApgAE5p6sACcdKc0UozmJwc/wB00zawzlSM+1IDmviNIfs+hxk8Ezv+ij+tc9p7kAD0rY+JUm2TQV/6ZTEj/gSisGxfGDXLW3OujsdTange9dN4bJF7KPWI/wAxXLWbZUV1Xh3/AI/n/wCuR/mKin8SLq/AzpqKKK7zgCiijpQMDSHpS0hpCG4pRQBS0wEpDRRSAWkNLSHrTAKSiikAUUUUAJTk+8KQ0qffH1oAmb71NpzcsabTAXFGKM0E5oACMUlFLQAlFFFABRRRQAUUUUALRSUUAcnrviJdL8d6LpU77YNTtpEUnosocbPz5X8RW6DkV5B8bpGXxLpGx2R0tGdWU8qfNyD9QRmvRPCevJ4k8OWupAgTsPLuFH8Mq8N+fUexrnqx6m9KXRmtKMrVKSPqa0GXIqvjIrBo6EzJuF46V5v8UtM+1+GWuUXL2Mwl4/uN8rf+ymvULiPkmsHU7KO7t5bWYAxXEbRP9GGP8/Spg7SQ5rmjY+ZRS1JdWsljeT2koxJBI0bD3BxUdegcAhooNFABQKKKAFooowfSgBw6UUdOpx9aTeucb1z9RQA6inJFJJ/q43f/AHUJ/kKsx6VqM3+r068b6W7n+lAFSnVrR+FfEMuPL0LVGz6Wb/4VowfDvxjcAGPw3qOD3aML/M0Ac0F4oxXawfCbxvMcf2G0ee8s8a/1rQg+CnjGQ4ki0+Aer3YP8gaYHnJ4qeHhWb0UmvR5fgb4lVcrf6Szf3fNcf8Astc74j8B+IfCenG51K0j+yuRGJ7eUSJk9Ae4/EUAceemCM/WiN3hO6F3ib1jYr/KkPSmnikBei1rVoB+61W/T/duXH9atR+MPEsX3Nf1IY6f6QxrF+9SgZOB1oA7zT9d1bXLOGTVb6a7eEtHE8xBKrkHGe/PrXSWEmcCuU02H7NaRR91Xn6966PT2AINclTVnZT0SO1sSGjHrXWeG/8Aj+k/65H+YrjtMfKA46HFdj4c5v5P+uJ/mKmn8aKq/AzpqKKTvXczgFooooASjvRSUgFoxSUUALSGkpaAEpe1FJTAKSlzSUgCiikNACmhfvj60lKv3xQBO3U/Wm05jgn602mAUUUUAFLSUUAFFFFABRRRQAUUUUhhRRRQBzviX4f6P4wnhudQe7jnhjMSPBLt+XOcEEEHmoPDPgOLwel8bTUbq5iuCjeVMqgIVzyMDk4OPwrsof8AVipMZBBpNXQJ2dzDPpULDa2Ktzx+TKy44zkfSq7jPNcklbQ7IyuipMhIz2rEvUUAjutb7HqKy7qFe/JY9KzaNEzirn4ZaD4jv7jULm4vobiVwZFhZAp4HOCO+Oagb4I+Hz93U9VH18s/0rs7Em2vArH5Jfk+h7Vst0rrpSvE5KsbSPLT8ENFPC63qQ9MwxmoH+Bung/L4gvAPe0Q/wDs1eqjrSt92tDI8m/4Ujpy9dfvD9LVB/WrFv8ABTRN2ZdW1KQdwqRp/jXpDHmnRn5qAOLg+DvhFPvpqU3rvu8A/kBWrb/C/wAFQ4I0JJD/ANNbiRv611CmpVIqgMi28E+FbTBg8OaWpHdoNx/XNacOk6XBjydLsI/921jH9KsAinUAOQLEoEaog9EQL/IVJ50v/PRx9GNQ0oPFAE4kkPV2P1Y08Nk881EtPU4NAD+PQU8cUynCgBkp4rnvF/hm38W+Hv7Kubqa2QzLL5kKgnK5wCD1HNdBJUMrY2g+maQHhWp/AvU4lLaZrVlcj+5cxtC358iuO1D4beL7ByJNEmkGcb4HWRT+INfT7EViamymUqPxoA8D0v4V+J9QAZorS0BPS5nw35KDV2f4U69o97bvqDWf2SQnbcwyl1DAZCkYDAn6V7bpyfvVCjkmqPjtWP2DD8RMwAJ4JPU/XikB4uJ4Yrqa08+KSWFyj+U2RkdcetbdhINygGvLmd0uHcMQ4cnIPOc13fw8W+8Sa2dNaWOLZA0xnZScY6AgepOM1jKlfY3hV7no+jt1X8a7Xw8caiR/eib+lcTb211pd+bW9i8uZOoByCD0IPcH1rstAb/iZw89VcfpWENJm82nB2Orooptd5wh3paSlFIAJ5pKD1ooEFHeiigBBS0hpKYDqQ9aSigYUUUUAFIaWikISlX74oNC/fFAEzdaSlbrSUwCiiloAKSiikMKWkooAKKKKACiiigAooooAtQ/6sU+vBvGfjnxJo3j7VLXTdVlitoXjVYWRXRfkUnAI9TWPcfFPxl5hC6wqj2to/8ACmB9DX0YaNX7qefpWcwzXhNv8VPFkVxFJdap51usimWMwR4ZM/MOBxxmvd9yOgkjIaNwGQ+oIyP0Nc9VdTek+hVYEMQaryJvU5qxIfmPFQyEgZrnZ0IxbqMDJA6Vp29x9ot1f+LGHHvVG54f2NZOo6jqGl6beXGmQQz3MSF1gmB2yBeWHBBzjOPpV0p8rJrQurnT07tXh/8Awu/WSONG0z/vqT/Gnf8AC8dYx/yBNM/77k/xrrOI9nfh6F69K8Vf426uxyuiaYv1eQ/1qtJ8Z/Ebf6uy0qL/ALYs382oA95DADmpEdT3FfO8vxe8XvnZd2kIP/PKzQfzzVGb4l+M5xg+IbpB6RKifyFMD6bXLdFY/QGpljkxkxvj6V8mT+LvElz/AK7xBqb+32pgP0IqjJqWoTA+bf3cgP8AeuHP9aAPr6R0jOHdE/35FH8zVV9X0yE/vdTsEPo13GP618gnLHLEn6kmjYndF/75FAH1vJ4t8NWy5n8Q6Wn/AG9Kf5Zqk/xH8FxE7vE1if8Ad3t/Ja+VgAOAAPoKduPqfzoA+nJfi34JiOP7YeX/AK5Wsjf0qhN8bvCUWfLXU5gP7trtz+Zr5zyfWigD3yb476D/AMs9H1Rh6s0S/wBTXdWOqx6tpdnqUUUkMd1AkyxSkblDDIzivkhuhrrtN+JXinSY47W31FZoIEWNILmFZAqAcAHg4oA+jJptsJNYksm+Qsx615fb/G27a3eLUNDt5GYEb7edov0INZEnxZvwT5WmQDnjfKzfyxSA9y0sg38K56muO+IfizQJY2gttVglu9PctPEvIYEEbVbozA4yB0zXnK/F3xJHIHto9PgZejCDeR/30axdC8Nan4kv5BbCNIFYtPczfLEgPJ6dT/srz/OgDnC5ZmYjBJJr0z4NOsWq6tKcbhBGoPsW/wDrVk+N/h1eeEILa+imN5p06hfOCgGOTGdrAEgA9VOTn61P8LJ/L1LUVzjdCh/JqBHvk9lDrNqsT4FzHkwyHsT/AAn/AGT/APXqDQN6arBG4KupZSD1BwRVWxvNhVga2lRZNRtdShwT5irOAPwDfrg1nOF2pI2pz0cWdDTad0NJitjISlpKKACiilpCEo6UUUAIaSlpKYwooooAKKKKACiiigANKn3hTaVPvikImbqaSlbqfrSUwClFJRQAppKKWgBKKKKQwopaSgAooooAKO1FKOTj1oA+afG8gn+IWvOOgu2H5Ko/pXPS4aQ4Oea2/FBz4u1qRwVMl9MRuBXI3Ed/pWKg3v2P0NUBHMNsYUjhutfQ3gTUTqPw/wBHuHbdIsHkuc90JX+QFfO9y2ScDIr0X4P+JvIvJPDd02IrljLak/wy4+Zf+BAfmPes6ivEuDsz1wZL81WuO4HGKvvEAAe9QyQbiQPxNcljrTMmdMqp61n3KOsiugyQeBjOTW1cIgQgnG1fMI4ztHfkjj3OB71zkusjcY7e2Z5tjlZVlXYAQQAM8tkHrgAdQDipUdSnPTQ8N8ZeGp9F8Q3iwWs32Enz4nEZKojHoTjjByOa5uvou6tp7qwjs45pVj8vEhuJS5djn5mwQNwB4J9Bmvn7UrCfS9SuLG4jkjkhcoVkGGx2J+owfxrshJPQ4pwadyrRRRirICig8daTev8AeX86AFFOzikRS5+QF/8AdBP8qtw6VqNx/qdPvJP9y3c/0oAq5oBrZg8IeJLj/U+H9UfPpaP/AFFaEPw28ZzDKeG7/H+2qp/M0AcvS12cPwn8bysAdDeP3kuIgP8A0Kr6fBbxiwy0WnR+z3q5/QGgDz6ivTofgZ4ldcy6hpMRPbzXb+Qq7H8BdVJ/e69p6/7kEjf4UAeSUy4GJsjuoP6V7SnwEYAGXxMvvssif5tQnwVsLTUgdQ1ae8gWNSsUcQhLf7zZOPwoA8hsNOvdZuRa2FnPdXJ6JBGXP446Vb1jwb4k0GAT6rol5awn/lo8eVH1YZA/GvpPSNLstHtRa6daxWkA/giGM/U9SfrWzFJhCnVGGGU8gj3B4NAHxqOten/DnxLE09toeofvYgG+zK54OTlo8dDz8wB4PIPavTPEHwr8LeId8yWh0y7bnz7IBVJ/2oz8p/DFeb6p8GPFOlTpLpEsGpKkgaKSB/LkjOeCVb068E0wPVJ/sGqWl+up2z3envizEKKW3JwxcKPfBBxkYFeZaJ4Su/DPiLVAwc2p2pbvJjey5Jw4BO1gMZB55r0yxvLizto4tWMMF0kY3kN8u7+IIe4zyAOzY7VZmt21S0cQwLboGMgZ02mVj/EQBnPueaBGZag7ABWD8QPFN54a0C1isrgxX15cDYw/hjjIZj9C21fpmuotbZwwXb82cAV4f8SdZGs+M7hIn3W1iPskPodp+ZvxYn8qQH0n4Q8RweLPDNpq8ICPKCs0YOfLlHDL+fI9iK2+1eJ/ATWMNq2iSN95Uu4h7j5H/wDZTXtnUUxjaKKSgApeaSigBaKAKKACm04kU2gAooooAKSlpDQAUUUUAFOT7wptOT760CJW6milbqabQAUUUUAFFFFABS0lFIYUUUtACUUUtMQlAoopDJLuws9RtzDe2sNxGwwVlQMP1rIbwP4VZwx8P6buHcW6it5fuinUxHKz/DnwfOCZfDmnnP8Adi2/yNUovhX4MtruG7ttINvPDIJI3iuZFKsDkH71dq3SozSYIzZVO5t2M5rNvNTt7KJ5HDSKocsY8EKVB+Uk8AnBHPGRg9sy+ItVh0u1mYMzXLRFo0RdxHON5H91SQSf8ayLbTpb545rxQsXmi4aLeXWSVeFbaeFUddvJPGTxXO1ZnTFtoxltLvWF86Z/LgZhIEBZvM7gOD1Iyeo+gAAq7BpUNqpEagAnJ46mugZFCnPU96psuCawle50x0MmWPZ0A/KsbUvC2geIbqCTWLR5HjXy1limMbBewJHUfyrp5kCrg4JNZkwAY4FEW4u5MkpKzMn/hUvg1Tzp90fY3z/ANKsQfDPwZByNCjkP/TWeV//AGaui0+48+HY3LoPzXsat8V2xd1c4ZKzsYMXgzwtCQY/Delgju0G7+ZNaEOjaVB/qdI02P8A3LSP/Cr2KXFUIWILFxEkcfskar/IVZE0pH+tk/76NVhUqnigCYOzdXY/VjS/hxUYOOlPBpgSBR6Cniowxo3c9aAJs0tRZ9aXdzQA5jxWfqIw8Tf7BH6//Xq+TkVS1Abo4T2BYfypAVVqZOtVpZ4LK1e7u54re2QZaaZwiD8TXn3iD4y6VYK8OhWzajcYwJ5gY4FPqB95/wBBQB6km5jhFJPt2rndd+I3hjw2zR3WorPdL/y7WY85wfQkfKv4mvn/AF3x74l8RBo7/VJRbH/l2t/3UX5L1/EmubXCjAGB7UAeu6z8db66Jj0rRrSCIH5ZL0+e/wBQowo/WsS3+L/iyKbe01hIveNrJQP0wa8+zTh65AHqTQB61Z/Gj5y1/oSeZjIe0uCBu7fK46Z9DXlLIzytIzqzMxZiD3JzV200TU9QUNZ6be3K9mhtnYfmBXRaZ8MPF2pYI0l7SM/8tb1hEv5Hk/lQBjaHqV3per29zYXU1tPnYJIWwwB/mPbvX1X4c1uPxDoNvqMWVL5R1PZ14b/H8a8z8K/BmyspRca5drf3GD5dvCCsKtjgknliD24Fdh8MbZ7fwJamQHdNNNISe/zkf0ouB11LRRTAKKKXigBKCeaKSgApKWkoAKKKKACkNLSGgAooooAKVfvCkpU++tIRM33jSUrdTSUwCiiigBaSiikAd6KKKBhS0lLTASiiikAtGKSnLyw+ooAfbXNvchxBPHKY22SCNw2xh2OOhqxXy/q1/e6b4w1yezu7i1Y39wzGCUxlvnIGcdapt408T2gCw+IdTXuc3Bbn8c0xH1UcEcGmYGa+XoPin42t1wuvyuP+msET/qVqcfGPxvFydStZfaSyT+mKBntn9iTvqt3d6lKJWm2gBCdpQMSqgHoo4BH8RyT2rU6Fa4z4b+LtU8YaLfXWrNA08FwsaGGLYNpTPIye+a7MnIFcs1qdNN3iQzYx9KpzjaQ5xg9Md6tv98ioDGssnP8AAML7Gs2bIpTAhS7d6x5ZN0hCj2revSFhweuaxIQj3KdcFhn86kor2d4UuQY2G4DcB6joRXSRSJLGroflbpXmenXjnyW58yJ5Vb8JGGKr/EHXNX0nRrG60nVLuzEs7JIIJNocFcjPuCDW1J2djGtDS560IpG+6jH6KTT/ACZv+eT/APfJH86+VJ/FfiO5/wBdr+pvn1unH8jVCW/vZxia9upQezzs38zXSch9bMyRZMskSf78qr/M1Wk1rSLf/X6xpkfs15H/AI18lEZ68/XmkCqP4F/75FAH1XL4z8LQZEniPShjri4B/kKqv8RvBkfXxHaN/uI7f+y18wg4HQUZJ70wPpOT4s+CYwf+JvM/+5ZyH+lVH+Mvg6PO2TU5PTbZ4z+Zr54pM0Ae/P8AHDwypIWx1d/+2cY/9mqB/jpog4j0XU3/AN6WMV4Rn2ozSA9zb48aYAQPD98T2zdIP6Vl6r8cprmxKadoKQTBsiS4uPNA467QBmvIadGASVP8XFAF/WvEOreIbn7Rqt9NdOPuq5wif7qjgVmUpUgkHtSUAFFaGj6Jqev3wstKspbq4PJWMcKPVj0Ue5r2Xwl8GLOxaO88SSpfTjkWcRPkr/vt1f6DA+tAHlfhjwRrfi2b/iX2221U/PeTZWFfx/iPsMmvbPC/w00Lw2qSy266lfjk3N0gKqf9hOg+pya7uOJIokijVUjQbURFCqo9ABwBS7QetADFZyoUM2AOgOBRtOealRRnio53+VxEodkPzFjtVfqf6Dn6UgJEkWHMzH5YgZG+g5NGgae+laFZ2chUuiEvt6bmYscfnj8KzbLVbG51hNKFyl3dsrSSQp9yJFxkkfXAGa6PJ/GmkAneiiimAUlLRQAlFFFABSUtJQAUUUUAFJS0lAC0lFFIQUq/eFJTk++KAJW+8aSlb7xpKBhRRRTEFFFFIA70UlOoASlpKKYIKKKKQwpV+8v1FJTl+8v1FAHzB4mO/wAVaqvZr+dj9PMNc9dHMhxXQeI9zeKNYuXhmiR7yZl82Jl4Ln1Fc28sbuT5seT/ALQpgQtgDAqF+RUxwTnI/A5qJhlsAUAet/A27AbW7E55WGcfgWQ/zFev5wBk14l8EXVNe1gNxmxDD8JBmvYbu5C2ZkTkjsK5ars9Tqoq6Jbh1QuTxgVkWmoKJW54z3pt/dyXFkk8ZJAG1hWG26O3dwcEgmudu50qPc29YkkZlccKSKy7Y7LpBnncOKs6dfJq+nP8w82Fgsi+hx8p/Hn8qoyApd7+QQQaaHbocRp0vlardw5JUzzEH2LmpfH8Hn+BGcDP2e5ikHsDlSf1qG5X7J4rvIXUKVuJSAO6s29T9MNWxqkX2/wtqNkgJaS1cDjuBuH/AKDWkXaVyaivA8N7UtKitIMqjt/uqT/KrcGk6lcjNvpt7KP+mds7fyFdh5pTordg8FeKbk4h8N6s3/bo4/mBWlF8LfG82MeHrhM95ZI0/m1AHIUV3kPwc8ZyAb7Syh/66Xqf0zV2H4JeJnx5t9pEP1nZ/wCS0Aeb5NANesR/AjUmx53iDTl9dkErf4Vei+A0WP3viZie4isv8WoA8aor2+P4FaUD+98QX7j/AGbaNf6mrkXwO8MpzJqOsSn2aJB+imgDwSgHB619Br8FvCSjmTVSf+vpf/iaevwb8HJ1TVHPvd4/ktAHz7IjOylFJL8AAZyfQV6Z4O+D15qQjvfELy2NqfmS1TieQe+f9WPrz7CvWfD/AIK8NeHT5mm6XHHdD7tzMxllH0Zun4Ct5ItuffmgCnpGjadoVgLLS7OK0tx1SIfePqx6sfc1f+tNJxTGmRXCDLOeiIMt+Xb6nFAEwGTTJGVGCclz0RRlj+H+OKrzXSRMyzTCMoNzRQsC4X1Zzwg9+PrXnHir4vabpsUljoapdz5IYxEiBT/tSdZD/u4HuaAPQ9R1Wz0i0kudSvI7WCMfON43fQt2+g5NeJeNPile63v0/Rt1jpgyu5eJJR/7KPpzXC6x4g1TX7sXGpXbzFfuJ0SP/dUcD+fvU+haDe67crHbqEiJw08nCr9PU+wpNpbglfY9P+AumSm/1rVXztWNLYEn7zMdx+vAH517eRiuc8C6RZ6J4Ut7SzBxvdpXb70j55Y/p+FdIeaad1dAJikoopgFJS9qSgAooooAKSlpKACiiigApKDSigBKKWkpCCnJ99abSr98UASnqaOKD940lAxaKKWmISiig0AJTh0ptLSGLSUZooAKKKKACnKMsBTalhHU46UATFQykMAwPUHkGs+bQNHuM+dpNhJnrvtkb+YrQzS0xHOTeAvCMuS/hvSiT6Wqj+VU2+G3gphg+GdNA9osH9DXXNyKiagDl7PwP4c0OZ7vSNJhs7kxtGXjZuVOMggnHOKoeeLe+NrPxFKdqMegJ6A/XpXZNk1yuuWSuWVu/H4HkVzYiPU68PL7Jlmb+yroxygm1kOJOOg7H8Kg1SzaGOfYScLU9yRqGlwyuoMoDJL/AL68H8/606GT7VpaBjloiYJD3OB8pP4Y/KuVdjq8zm/DBkt/FLW6ozQXlu4cj+Ar8wJ9u341u30LJPnH4e1cxqJm028hvLYYmt5A6+hHcfQjI/GuvubiC8sbe+hJMM4yo6Eg9j+PFUkN7nC+LoVS703U1ACsDbS4HOeqkn3GR+FaFhKuyLax59eM/nU91ZRapZXOnyuY0mwA39xgcq34H9M1V8OSMy/YrhFF1AzpNGw6EYGf89iKuO4PY9OU+UuI1WP2RFX+Qp3nzEY82T/vs1HHJ50Ecn95QaXHvXajy3uKWZh8zMfqc0gwOwpPalA4zQITn0pQT9KODS7WxnafyoACSBTN3NPbgfNx9eKrtc26/euIR/20B/lQBNupd1QC5iYkKWf/AHI2P9Kepd/u29wffZj+ZoAeCc0pBqM/aBnNqVHYvKq5/Co5bho13MLZFHVpLpQP0FAFgHmpQ4ADMcD+dcpf+N/D2msVvfEOnxSDrHbgzNXH6z8adOtt40Oymup+guLg7APoOo/DFID07UdQt7KB5r6cWsafeBkVCB/tOThB7DmvONb+L2jabFJb6QjXrE/dtw0MJ92lPzv/AMBA+teQa74i1TxFdefqN00gBJSIcRx/7q/16n1rOt7ee7k2QxmQ+vb86A3NzxB401zxIphvbkR2YOVs7ceXAvvt/iPuxJrIs7O61CcQ2sLTP3C9APc9q6bRvByTwvPeTFtjAeVHwD9T1/KuxsNNSCIQW8KRRjsoxWcqqWxpGk3uc/o3gSFSJdSmEjjnyY/uj6nv/Ku0tbJI0VYshUwABwBT47XPLevarqBY0HYVzSm5bm8YJbHa+Dp2aynt35KMHB+vH9K6OsDwjHjTJZ8cyS7QfZR/ia3s8110vgRzT+JhikpcdaCOK0JEpKKKACiiigApKWkoAKKKKAEopaKBBSGlpDSAKcg+YU2nJ94UASE/MaSlI+Y0YoGFLSUUALSUUUwEpaSlpAFFFFABRRRQAVz03jzw3Z6xd6Te6tHZXtq4V1lyobIBGCeD1roa+dPiD4Z12PxjrV/Jpt3JZzXBmjuI4i0ZQgYyR0x059KAPeofFvh+4IEXiLTGb0adP8a0ortbgZt57SYEcFJM5/LNfIDqAyh4wMf31x/OljkeEloHaM56xOV/kaYH2C0kw6rBn/rof8KieWRT8ywAe82P6V8kPrWrxY8vVdRTHTF1J/jTD4m8QBg39u6nntm6f/GgD62NzkZBtz/23/8ArVmap/pEYYiPgY+STcf5V8tN4t8S/wDQwapx2+1N/jV3R/H/AIh0zUYrqXUrq9ROGguZmeN1PUEfyPaonHmVioS5ZXPdLd/LvLq0PAkXzY/cgYYflg/hTLPMGovCeY7lNoz/AHxyv9R+VYumaxaa/bx6vpchMkLAvDJw8L/3WHoRwD0Oa0p7tLmQLbybHBDoDwyEHOCPY+lefZp2Z6V1JXRDq9l5qSMV4z0x2rM07UorCzfR7wtHC8haCZgNihv4WPVeeQ3T1xXQ3k63HBXY7D5kPGD3x7ZrFutOWWMqw5xxkVSdg8iV4ChL7lYNyHQgq3uCODUTWaz38F8jtFcxYRyuD5qehz3HY/hWdZi50tmijUPbOcmE8YPqp7H9DV+a4gtoPtdzPHaw5A3zOF5Pb0pob2OvTUrO2gRZr3TIEA6z36qwHuCOKqzeLtAtzmXxHoKAdcXZc/pXifxN1LSNSm077JcW9xdQh1maHDAIcbQW7nO76VwAAHQD8BXbF3R5k1aTR9Ny/EbwjGx3eKNOAHaK3mkP8qoy/FfwbET/AMTq8nPbyNOIH6187BZD0Vz/AMBNOWCZvuwSt9EJp3RNj3W5+M/hdGIjt/EFxjvlIgf1rPk+NehjPleGr+U/9N78f/XryBNNv5PuWNwf+2Zqwmgas4+XT5vxwKOZDsz0ib43gD/RvCdihHQzXBf+SiqE/wAcPEbEi007SLVe22Bn/ma45fCmrMpZoY4wOu+UVJb+Er6c486BB68n+lJzj3Hys17r4teNbk5XVxbj0gt0T+hrKuPHPiu7z53iPUmz2Wcr/LFJN4ZWB9jXxcjqUiwP1qP+wo84EkrDvnApc8Q5JGdPqN/dMWuL67mb1knZv5mq7O7D5ndh7sTWvc6RHb20sgVjtQnJasPnvmnGSewmrE0VvLMdsELOfRBWvY+F9QvJY1YpArZ5J3Hj2FaXgy3WWG4J7yD9BXbw2yRmIgfNu/oaynUadkawppq7OfsfBGnxMGuGluGH984X8hXR22kWUChY7aNQPQVaSMnoKspFgZJrCU5M1UUhkVrBGPkjxnqBVlQEGAKao7Cn7T6VBQoOFpUDPIB1pMcVb0+LzLpRjpyfwoBux6BoMPk6NAuMfeP61okVFaxmG1hjPBVAD9e9SmvQgrRRxvV3DpQTxSUlUIKKKKACikzS0AFJ3paTvQAUUUUAFFFFAgooopAJTk+8KSlT7w+tAGKfHHhPcf8AiqNF/wDBhF/8VR/wm/hL/oaNE/8ABhF/8VXxdRQM+0f+E38Jf9DRon/gwi/+Ko/4Tfwl/wBDRon/AIMIv/iq+LqKAPtH/hN/CX/Q0aJ/4MIv/iqP+E38Jf8AQ0aJ/wCDCL/4qvi6igD7Q/4Tfwn/ANDRov8A4MIv/iqX/hN/CX/Q0aJ/4MIv/iq+LqKAPtH/AITfwl/0NGif+DCL/wCKo/4Tfwl/0NGif+DCL/4qvi6igD7R/wCE38Jf9DRon/gwi/8AiqP+E38Jf9DRon/gwi/+Kr4uooA+0f8AhN/CX/Q0aJ/4MIv/AIqq9/4x8J3GnXMH/CUaKRJEy7Rfxc8f71fG1FIEfQ8+peGmhCnW9IYAdDdRHP61kXH/AAiMrENe6I3v58Y/ka8PorL2Pma+18j2KSz8FumPtOmbh3F6B/7NVKWw8H/w3Vh/4Gj/AOKryqin7N9xe0XY9LNh4TZSDc2at2IvR/8AFVZTwzo7orrBvRwGVllYgg9CDXlde06LHu0DTCe1rF/6AKid4dS6dpPUg0yxt9EvVu9OR4J1GMiRiGHdWB4IPpXUSarZXiKZomhfHII3Ln2PXFZjQg8gUwxNg54rBu+50Rbjsa80jxWcjxanGqhcqBLuBI7YOev0rJGtankFLpgB/CVBH5VF5YznAzSlcdqLDlK4t1rOozKVzChP8SR4NY08QuZka4PnsM4Mvz4/OtN4+eahZAHT6mhaENsgjsLdAMQQ/hGKe9qgHEag+yirka9qWROKfMwsjnpAQx5p1umXHJ/OnTriVvrU9nFuYUXFY07W28zG7n6mtEwRoowo6UttFtQdKklwGAqL3HYx7tQQy9vMIP4Y/wAKpz3Aih2RDHvU87lhz1JLH6k1nTnkCqAhCb25Gc1cgs1Vfu8nmktIS7bu1aaQntzTEYOvQhNIuz6RH+dcCa9K8UweV4bvJWH8Kr+bCvNa6KPwmFXc7TwXHIIAyr96Rvy6V30Ntt2FhzuFc54ESKDw/HMxzJIzH6DNdWkjSgHbgZzmsKj942pr3SUIFHpTGIzgGmu+R1poJzWZZNEeeamzmqw4NShsnrQBJitvQIU+2QGTAV5VH4f5xWPEhdwK1oGMcigHBROPr1prRky2PQaaaEYOisOjAH86K9E4wooooASiiigBKWiigApKWg0AJRRSGgBaKSlzQAUUUUhBSp98UhpU++KAPhSiiigYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXu+gwbvDWl5HWzhP/AI4K8Ir6H8OxFvC2kEj/AJcof/QBXPiNkb0N2RGLFHlnrjOK0ngJ7VAY2AxtrmOixmtHg9KY0Z29KvtE2elV3VgelArFJl9ahdfun/aH9ausp9KgkQhQcfxD+dNASRJwOKWdcJ0qxFHkYApt3GRxikOxzFyP3jcd6vabHvcVTvAfONbGiwltpx+tUxI2ETCVVuCBJ9BmtJkKr93oKxr1iElPOcYFSNmPK/zVSYbpKsSk5qO3Rpp8AZqiDTsoR5YJFaIdIxyRVVP3aYAyaesDP8zA0mUjD8ZXXmeHZ0X7pkQH35rzivQ/HKiPw/GBxuuVB9+Ca88rqo/ActX4j0bwRuntooh91F5/Ou3mcRR7Vxnj+dYfgqwWy8NW0pGZblfMJ9F7CtedGLM2OOP51zTfvHTDZCAc8mhmx0p/kuOAp/GpY7RiMuDmpGV0idzz0q3Ggj71IE2jgGkRS7k46UAW7ZMZYirIcjdJ35xUEecAYp05KgKAeBQI9A01i+l2jHqYUz+VWKg0xGGlWYweIV/lVra39016EfhRxvcZRTirf3TSbW9DVCG0U7Y3pRsb0NADaKXa3900uxvQ0ANoNO2N6UhRv7poAbRTtjf3TSbG/umgBtFO2N6UbG9KAEopdjelLsb0oEMpyffFHlt6UqowYHBpAf/Z",
"path": "000488.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000489
|
Men Tshirts
|
{
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",
"path": "000489.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000490
|
Men Tshirts
|
{
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",
"path": "000490.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000491
|
Men Tshirts
|
{
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",
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}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000492
|
Men Tshirts
|
{
"bytes": 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",
"path": "000492.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000493
|
Men Tshirts
|
{
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",
"path": "000493.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000494
|
Men Tshirts
|
{
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",
"path": "000494.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000495
|
Men Tshirts
|
{
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",
"path": "000495.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000496
|
Men Tshirts
|
{
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",
"path": "000496.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000497
|
Men Tshirts
|
{
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",
"path": "000497.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000498
|
Men Tshirts
|
{
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",
"path": "000498.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
000499
|
Men Tshirts
|
{
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",
"path": "000499.jpg"
}
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