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.
002100
Men Tshirts
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", "path": "002100.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002101
Men Tshirts
{ "bytes": 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", "path": "002101.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002102
Men Tshirts
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aRhslQlSPfnFcFa3M1ndRXEDFZY2DKRXaW13mUXUCgpLiRQw5Oeqj6GrIO1tI44vF+mPuJWcTFUx9xiVzj06V0U+6RpEhRfNCswLEEA9uD/OuG0a9S78SaTcRB/kaVJTIR8xwCD7c4FdTHc7Gmu3ilR1LyFW64AIK+/GfrigBllZvDcytCVUzNG7wSgudwADbfwFeeala2d/qqJesyrIS32gZBjAPO09/ryK9CuZ1vreSKC4BWWM4Oc4BHDD6HI/CuC1+ZdMlsLfUJwbmFfKJA+V4icjA79waALtzYzjTLSzluGlD3p+Sc7ZQgB2nI69OwHvXcX+ixC5juIbi4jm8mIEhtw+4OcH+lc3LYW1tZ6fAhRvJvwI2ZizKpRsgnvyB2Fd3cKySgM4J8qPjsTsHSgDmpftELRRLNHK75fevys+3qNv+FUL2SC60W4WOYSkId3PzKf7p9xXTTQq2GKD5TuDY6Hsax9QsLZLK7lWBQ0wLybeMnA5/QUAc1qcf/FNO6x4R4kBAJ2g715+tdbc7LnTLAbAoPmMqkZ4D9a5O5dT4b1GFg0VzGEAUn7y7xgj2PFdmQq6TYiSRIpxHJID2xuz+lAHN2xFs95HMoV4mMnlAYUof4lzzg8596mm8r7M0iOE2DO8dvrSyF5YY5r2CN50DHMYJCgnAP+6e9SysuxhtTGOrjAce1AHD6NBCbmYPCU81clVbI9wPaug8Mo6eGNUmtnBlSVgI3PGPOFZVnpsA1S5gtEeKM/MPLbhRjkY9Mmtnwq81p4T1PDfIjsgdhyCZsZI7460AVEcNBm5jSN0kZhglg2T0qW4hVyiK4RjyBt+8PSprC0aBmTakbs29ogMq/ONwHv1/GnXNmv20SqBhuGXurf3l9+nHtQBxuplk1CDAjC7+qdz3zWn4ehMniK4cA/68Arn/AKZmqWtRNHfQxLht7BicYbcOufr/AErW8Jxn+3LnJJZbrnP/AFzagCm4SQSnLMyyENjqDuNV5BJGrNneP9nrWrdRJGWByFaRgWXnnJ61liBmLyL5kYU4DqeHP0oAp3PMDlcA449KymQm5tE/iCEEe9bV4PKtyTyOBWbKc3luWQt8jD5RzigC5exeXqtx64Tt/siqbIApIGe9berR+XfybmOCEHA6/KKyJ0A3lJCoJyfY/wCFAFGVQUPYe1Zrx4tXftnp75rTlVlQlQGxxlapS82jcEHAzn1yKALOwNbw8/w/1NQsjBz02n9KuNGPs8DAclP6moTgDkdO9AES2F4R/wAe0n6VF/ZN+zIRayYz7f41QZrjvI9Qlpcgl5PzFAHSLpGoFf8Ajykx+H+NX9X0e+uNZvHitJHR5SQy4wR+dcohuQV/eSY/CtfxK9wniDUIo5JBGs5woAwOBQBcj0HVlIH2GTBHXcvX86Zc+HdXkKEWEpwCD8y/41gFrpwCZZTxxwKZIJgwDNLu96AOti8PaqUw1i4yMfeX/GtG10TUU8H2tobR/tC3kjmPcuQCBg9a4RXuIwDvkx64roR548B2rRlgx1GUFgB/cWgDaHh3VNmw2bc+rrx9eaq3vhrV5IYhDYOTk7xuTj9a5kG8AJMk35CnTyXhVVaaY45GVUUAdXa+G9VFmVaxcSnjaXTGPrmtrwz4f1Gyl10z2hQTWbRxEuvzMccDn2rz6ye83/LLPkDIAVT/ADrqPCUtzIfEEwkaRhpcjIzBcqeMcDgGgDYbw1qj4ZrHPfBdf8aYPCmpB5WisGXd/DvX0+tcoX1cH/W3XXHASk8zVi2zzbjJy3KrQBu2/hTXIL9JItNfHOVMi4Psea6zQPDmoWniywvJLFkgSFg7My/KT0GM5rymP7ekpczzAqM8beK7DwjFqf8AwmemG4uZGyH6svQr7UAdVN4a1SBllt9PLZPzKHUbffrzUS6DrMk7k6bIigZHzodxAx6+9cikXiXy123sjAqDgSIeD+NQ/wDE/K7mubpVB2kqFoA3LzwlrUl6HTRnCKAQQyAk9wfmrTu/DWtPptpA2j3DMsqMxeRcxqCcjr0rzy+07VDNiW4uWH8O5x3/ABrQm0zXV0x5Jbucxl485kBLHoO/agD1jV/DM99dSuI7grJHGCN42gqOq81StPDepxRvI1vJuZjtWV1LKgPyqeaxPEVtr8mr/uLy4jjFtF9x1C52+mawzaeImiJOoTg4yUaRMj6jPFAHSatoGsSxhHs2Zoy21lZACCOO9QN4d1F9HmU2Mcdw0DgHchJJ6gHPy5wK4/UrfWBa7pb2Yp678ZrPiTUm0ud1vbjyghDJv4IoA9OuLW5Ww01TuDxwhGjDKQprIvlnWN8Rkvg9SP8AGuZv2vzp+mW9tevGUtckAkZPGK5yVr/7WxNzJ5xAVv3nJH+FAHT6pBcOBkiMZGckY6fWuWnRraaRY594Y5bHAHtTH83diVyz+5zTHO1PrxQAqhWXI60mKWMHHANTrbs3JGPbvQAy0u5bC7S4hwWXIKsMhgeCCO4IrdGvWr28EOIoYoVKxxzWSz7BnOAxIOPqKyDasD8sZPGc1CLd5JSq4HGc+1JxT3KjJx2NjWvEAvojFbg5kREmnZAhdV+6iqvCqPTvWGK0LTR5bsXG2RQ0UXmKB/FyOM9qhl0+5iTf5RdAdpK84PpinFJbBKTe5WrSsb144VtyRsViyMR9zPWs3oSCMEcEHtShirAg8dxTZJ6R4ZF3NrGnkRRNDDLIyuJFySU78+uK2p9E8SXLLNYt5MuGWYPdKWct95doOAOM+vWvKIPInmLSOY2PUl2/pWrZ6GLuJZ7S5VwDl9szApz1PPqaQHqkHh/WoNWZLC32WkkWJXaRXZCuQEU54Bxk+7GsfxH4O1zUdST/AIl85jDfO5EZGMdst0P4Vxsvg3UIUWeG4QLMSAEmfdnAOcdcAEZpJPCV8b6CB7kbpgMSNcSEMf50Aejz+G/EKWllGbC0lkhu1DmNlUGPBxt54UZ59eK7HUdLv3uNyJlWiRSI3UFCAORk8/TvXiA8OE2sTNdzGU3CKYzJICAQeQSMHGO3TNdxr/gkanryXJumUG3iGNxAOEAP40AdIdB1hWuJobtGZyhFvPsEa44OMNlenbNVbvTtQu9EeOW0iSeSBlkjM6YVx2B3dMYxXFH4bvLbPJHflHw5UbsrgZ+9/npQfh5bQ6dJLLdEsqkkhflJ/wAKANO50DUpPDzlLSA3bFYSsl1Hu8sNnPXgjHB967a4s3XTNPXfbkhGBJmQDPsc89a8gm8IwDSJ5i2JPKMmwKPu5AH0611eo+EYL7wlodoku14o38sBFbJLZI5oA1pdHuLhSSYoZUjYRzRXaAg9gRnke1Z1/wCFbzULaKG71BF8oqweK6Rstnk4z06VgWPgiwnme3NwryxNiRTAAVP+0COnvUNz4IWC++wmJZc/OGCKuR6AnAz7CgDQ07w1qlr4huJ5Lm1WJsjLXKFHHrjPBrf8M6K9hoOrW9zNbyI5fC/aEcBTJwTzgZ/WvO9N8L2N7JcpLDJAucqHRQ6L6kGuk8EeGbOXw54hhO14JwEVlQbsLIME56g4BxQB0yWEf2WKKS4sHC8j/SE+T0xzxxVaWxaVlKy2gdSck3Kc5981zi+ArAIEmj/esCN4iTb7EDGeemKzL3wXYQKN0bE52sViX5T9MdKANS/8O30uoRSqlm4Q5V/tiAe+RmtDw/oNzaa7cSvLbkPPuQLcK7EbCOxrgL3w3bQX8FvuVdw3AeWMsK6HwRodvD4ilcYDxybFAABAZD8w7/lQBpN4d1CK4uRG1qxmlLiRrlCE56EZ9v1rHk8J6vZ6iDbmG5s3BZlF3GCrfn2qpJ4dC3F1bCSMuZJFUtANwPJHbn1OO1UI9BMiN5sWcNtLRxJyR1wPTpQB0F14d1GRY9kVuVZlZg1ygK47HmqcvhfUjfQuqW6oAwOLpBjJ471g3Hh6KKQMsqtCZNoJhXcODjI/ClTRVg1K2glIYMrEFYlyMHvxg0AdhrWjX7ai0kXkEAJ8pmUHG0ev51l3OhzMhVooGUj/AJ7r/jS+KNCabWZpV4DLHgDoP3a9a5+50XYR5cj7T8rfKMhvTFAFm+0C7MbvCsXmEY/168/rVBtH1BbFYvLjyDg5mXgfnUU+ihW2iVmwMtlRxVWXTPLtxIjE5GcEDrmgDbksbsQ26qI/lTDHePU/41AbGfvGp/4GP8abdWO6x0752GID3/2jVE2JV9odz9T0oArHAPI/GqgUYjPqeaut93iqSjcIlPTNAGiiFcZ+ZBzyOa1/ETbdc1P5R/rT/wCgisy1LKQj/MrDAJ6itTxHCx8UasxHytKAOf8AZFAGfARJEGIG0EjiopsNdKWP8IAzUFspW5ZkcYQ4KNT5JfOkBwAy/KwHY0AXEgbChSQvete1VV8D2qykY/tOYHPrsSs6MOsCsrYORjPQ/Wt2yi3eCIiVBP8Aac3/AKAlAGRFBtLbSVkB6E5UiorqLCgbSuOhB+7ntWmlsApIUqe4NRTxOlr++2mRjjIHUds+9AEWmxSRAbSH8xcjd1BB7V0vhi2cah4gSTYAdMfhRjrWTpaYVcL86jp6g8ZFdN4biDatruMtnTT/ADNAGRJZbhMqgAj5VOfTufepjC6oVAUuYznsQP8AOatEMZAqx7huyTu/hHX8Rx+dOAWdGlZSEUNgMMMD6/8A1qAOctLZWnMeAS/QkfrXV+HII4/G2jW4w21ZAzsepwK52zVDexqwyD0/M102g2hh8e6NceYwMgkBBHXgfrQAkGmx2sUYkjjZjhVkBxle2RWk9snmI6uw2LgAHg+uapNNMqJhWwmDkEcHHcEciiCaYXswbmIorR85GOh/HP6UAZuuRBbhSMfMoP0watalIp8Nvt6iSM4/Os/Xrr/StuMBYxlj7mm3N2H8OyKQRNvUH3A//XQB1+sENMwwSWhjPHUEDisSe4VfOmG12YBeD94jil1i6RrgNvcZhRTtNc5qF80YV05XzQXx2HrQBLrE/mW0caDIGCVPvWGkhNhcoDtIB5PQZ610+meHtU8Sl/scJSF2BNy/CgZ7etem+FPh5pGhbp54/tt4esk4yo/3V6D9admwueXab4ev9W0ganLbyR2NtaM8s3QsFGdq56k469K4K4uUlunngjMQdQME5NfXV7Zi70y6tAoxNA8QGOBlSBXyOmnXRmkgMLB4mKPkfdI4IquUVyNF+XJNHlNK4ypAHIz3r0zwR8P49QuIptRP7lXClcHG7qASK9s1HwNoGr6bHZ3unROI12pIi7HT6MOaVtAufLNrp7soYY7DJ7VfNr5e0446FgOc16pq/wAFri3kM2j3yTqMlYbgbGH/AAIcH9K5S/8AB/iS1l2zaLcbFX7yrvBPttpBc5YQCQMA+dvA7fhVLyyksZUqXxkLjt6YrpLqwltGkae3ngUsS25CDnA6flXL+fbLqMREiliSDk80AmatokRm1IPtRWiBbaTgEkdKngjaMyCSUOgYEKW5x6Ej+dVLW6jW71LzAqkxDPOQeRUsdxFITsznkYHPHtQO5HdWNrcLmRZBIODIBzn39frWBd201k+JV+Q9HHINdvB4c1y8O600qedGxggbR+Z4rdtfhXrt6pF09tawuPmWVt7Z+g/xp2uFzyhMOPepo2ltZw8EhjYAHIPX/Jr2u1+D+g6Rp893dzz3ksSlwrHahPZQB7+9eP65HqCaizX9kLT+GOJI9qKvYLjg0rWA0rXxTqTOlux3NPNGnmIAHAyOBnj/AB713/i3wtr2j2afa4v7QtgpVruBSCAcZ3qOQeO3FcR8NtH/ALd8f6XbspaGBzdS+gVORn8cCvqWV8jHr29aaQHgLXH2m106ZpHlNvMhjYrgnqGUjHJ5HNehXtzHGhlbO1YELewwM/pWvr/g+w1mEBP9EmWVZQ8QwCwz1HpzWPqNncWbbLiPCMgXcBlWwKTTAgknYpiGBNrIXyTwO4BA65qg7QjTp7hgnlTqFYxSFlB9hngfSr8Uh3kbhsOCoA6EVkeImuH08tb5V94zsODs78UgMoNIfDWoCaWAkQ4Xa207Qy88+vb1rVf7TfeDtKFrG63skjGEsQpjYN1Oev09KxJL5f8AhGdQjniVpAirk9Blhx9TjI+ldtbIJ/D+mEKWaFS3HdqAOb0l9TSeaS/sFXU1LK90nMUq9mGOqg5/UVDo11d3tg6zRw7luPliIYSQlvunk8jI610N3A17ps0MbuJpo3iEq8bd33ue3U1V1mx1Oyu7O/0tYZRHALae3cY3Kej59uaAMaw+yT65eRpJDPG5wd7cYz69vpWx4Pt47fTNbReVEsgBz2832rG0K6gnuZVLK0jylS0iBfNyfTt06Vo+D7bzNM1+0smSHFwRHwSAfNHy9enagCeW4tYAPMljiXHQyDqO2O2eKoXb2ZPmOxwyhj8+3A7Nj0p8IbVLGS0vbcQzqT5ikcEhjhlPfgVNPp9uVifyFfygco3O4en+fWgDkL+1FxeRM9xHIY4yY2hILM2Rgfjz+Va3hW2365LvA85bhGJAxj90eP16U+O3gm1RXghCny8sw6qO/wCOcCtPwuQ3ifUQiqyCeMN2x+7Pb60AUgqxXoZmWUmWQA8Eg55H1xWBLZN5svkqIwWyUY/MwJORz049K6ObTUW7lzCSEmYxsx6c5/nVFdO8qQgKcAZDE8E5J49MUAZVxFG1lLKrKoXbJlhg4z1rPaNl1WwZgGLiblT25xkVoa0rraRqY8t5oJCcjkdvyqK5tyNd0p3jXc0cmWHDEhT1FAGv4gVG1PaFOQkZ/wDIa8Vz9xEdsrsGYlgQp4JGO1dJ4hEg1YyKy7gkRCuOCdgxVC6hOz7gJU5IB/lQBy12Wb7SzxlWOcbfT/Gs2T/kGMTzxnn+EZrZv/3kUqpymOueQRWXKijTTu5yp49MUAW76DfZaaAQD9nBGf8AeaqbW4DAFQD3GetbE8RbTdNySf8ARR/6E1UjD8u0kn680Acm5VkOTtIquMqEH0OaunxJqY48yPH/AFxT/Cl/4STVDgCWMdh+5T/CgCwksagCRsZHyn1rc11z/wAJFqSY6TA5/wCAisBfE2rRuP30YP8A1yT/AArf8TeI9UsvEF7aWzxrHC4UMVUseAec/WgDCvVG6Ijh93Bx0FQXGDc+Yj5BAyVB5q//AMJfrKjl4/qFWmnxhrDdJIx/wBaAL1mpmCEIWXI3gjg4rpdMhL+D4QwcY1OUkbTz8qVy9n4x1pEI82NjkYztGK6WHxXqsPhC31BjHJNLfSwgMwAChVIHUZ5JoAZb27ruEm4kuWAwflHYU2/iLWe5Uc5I/hNQDx3rGeUg/GQf41HdeOtdKAR+THk/eBVqAL2kxGO3aRuR3UgjH6Vv+Fo2OvaswQiI6Y3LAg9TXI2XjjXhOA8kEiY5UhV59c10nhzxbrFzfatJKsYittNeVUUgguOmSPxoAuiNQSccseSB1qG8IigkdlYBEOTtOBWa3j3xBhv3Npk8jcw49qik8d6+YmQR2oYn73B49MUAUbCXzb2PEcmCpAUxsCTk98fSut0ZxJ430WZBKA3mFgynghe5/CuMj8c+JPtJHnQkFThNg4PtitbQvF+u33ijTrWeSJIJHIk2JywxnrQBvzj5lAU528/KcH/69QEvHgb2Gcfwk44+lcfN4710Ehlh3MMj5W+X6+tQN4z1lhlhF09G/wAKANLXZGlu3dVbaFHO01DeXDpYMoQsDjJx933NQaZN4r8SXX2fTbUy54ZwpCJ7ljxXrHh34dm2SObX7r7bcDnykG2NT/WmlcDi7bS9W168i/s63cqsaBp3+VRx613mhfDXTrGZLvUQt3cDkLjCLn27/jXaQwRwxiOKNUReiqMAVNg1agTcSOJI1CooVQMAAYAqWMYNIBTl61YiUDByK5y48IaMb+6u3tBI9w24hzwpPXb6V0Y7USIHTH5UAcVY6HcWF3cHS9QltlJBEZ+Zfx9a0D4s13SJUh1HSReIzBUntXwTn1Bq8ieTfOp7io79AzW+RkB81LimBq23ibTLkEPOIJFO1klPQ/XpWissM0e+KVHUjO5GBH6VySWZggNvHdOFLFiCQOpye1SLptsbgOYVGeDs+X+VRG7uJnQh1cY3o4PbINQvYWTvvextGb1MKk/yrGl0HTIoXlMUiKiljtlYdPxoTRLBkVg94Ayggece/wCNNu24I1/7PsAciwtQfXyV/wAKUpbW6Flit48eiqtZB0OwwSWu29jOabNoWmLCWeB3AHR5CacXfYbRqTX9uhVXuYdx6L5gzWdceILCNSIpRcyD/lnbkOai/s2whYSRWkKOowG25x+dV7dHsrAwPIsj7mO9IwgOT0wPShuSaSQJXMbXNe1O7miit9KP2VOSXnAZm+mO1c/dSfaI2jvbaFYzwV3bv5iulurqOItk5PpWZZ2ba5qkdrtyjHLn0XvVez6tjubfwz8L22jWNxqSQiOW8wq+0Y/xP8q7j7zZPamxxpDEsUahUQBVUdgKcKaVguBNRuqupRlDKeoIyDTzSUwuYV94aikJlsm8p+uwn5T9PSuQ16G4s7WSOeIo4GVDfxfTHWvTKbLFFPGY5UDKfXt9PSocR3PGniifRbg/ZnkJi5IjOQB91vfHTHvW0l6JPDej25hnjkkRmMoBTyyDtJPFT+JPBviWCOW48O6/eyr1W0lcbl/3W/i/GsW4PiMaBp0b6jqEF0okEwLhXJ38Z59OKzasM6W1juRCGmLxMjjzHCHDrwOT34wc+9Jd3amZraD980QCOrK4bDZ4+7g5rlEh8TMoY6zqfPHFwo/m1V7qHxYka41m+B3cK90DwOv8X0pATaFe3k2o3Fpc2skDowMUkULFJVBxkZHTmum8J27k+ITPHIc3LDDoezD8688t9a8UDUYopdV1R4ZZGjTZMMEg8nrnA45966zw5L4hntNfjn1S8aWNUWMtOcx/OO+fSgDcksAdvFyJNpAlXIJBJOCfQVWhtnW3KlJS6kg5U4/CsmS08TRFv+JndkBMjN4w/rVC4k8SWuA11ftuAIAvWzjv3oA2o7FTqbDY7FY8nKkfN/jVrw/alPFOoFopBloSpKnH+rrlrO+125upvLv79gFBKm6bj8c1s+Gn10+LZYbm8vGijCHy3uiQmVznrzmgDQv7Pb5zPHI+ZDx5RPfrWUIp3vGVLedxgEK0bAY9eneqV/ceKIbxwt7eKpZyF+1N6n0NUJ9U8Uwxlje3bc85vnH9aAJtb0qdngkt4rmKVW2xtGrABQCctgc+g+tZFobuS/0dZrC6UhZi0piY7yVPJOPWp9Q1rxRbmONL+5WRz8oF7Icj86qDxJ4rW5to31C7RmkZcG5c78A+p6YGcigDrtdsXk1GUCFzuijDEIePkHNY0tpemFi0bsUIUYQ/N74x+tW/EmueJ08Y3VlZ6g/kJbQuEMrAKSik9PfNZv8AavjBwQNQI44b7Q/H60AZ+pWMq8mOXjLFhGeGx34rF+zPJpcmYZclTuHlsOe3GKuXOu+L45jHNqkiPsL7PMOGHrnNUzrvipbNpn1SYIM5+egDXaA/2ZpY2Pxbc5U5B3N1qpNFt5zjHqKt3Goa82i6PJDeys81qZJSWzube3Jz7Csw3uuPy9yWz1yooA4sM7QqfkwxIPyjtUDlUaNgBweR+NW3gUBn+Ubecdj9KhWMGRVYblbkH2NAGjFEjRhtgYHkcZx65rc8X2yP4uu23KjlxyV4Pyjgn1rGhsv3GVZlwCV2Hr9a2/GKzjxPqKkp5Bdflbr9xf1oAyobdZLlMoigKfMXHAI/nUV1FEJMxBShXIwKlhS4i2hSr8dejL70y5BQ7WPznoccGgC/pttC9uN8Y3Hn7vWuut7eNvBVrEUTH9pzAZUf884656wjT7PkZDcdK6uCIt4PhReP+JpL+H7uOgDO+yRKwOyIrjPKLn+VZ2rWcBOVRVlHoMDFbMij5VYcNwPbFZ+prmZR3xj60AZsVmksgt12LI+3qQMgHJx74ruPDNtDFq+pxxxqFbTGJGOvWub020n+3fakCMgh2hSeS3riuj8L3Jk1W/dk2N/ZsgwfYn/GgBXt4geYo/8AvgVSuhEsMsfkJkqdrBRyMU8zNHI3ytmUswLH8x7Dniqt5c/6O+R2P8qAMFAiXsJ2rwnPArShuEj17THTZxI38qwmlH2mMf7Hr70R3cn9sWgbB8tyc+vFADp5x5SthcnA6V1ng7wRJ4mKXt4Xi0xSenDTn0HoPesXwd4bfxdrkdo2RYwYlun/ANkHhR7k8fnX0LFBFbwxwwRrFFGoVEUYCgdAKqKE2RWGn2unWyW9pAkMKDCogwBVxRk0KKeBWiQrgBTgKUClqhBRS0oFACjoKcTTaUdaAILi2EjCVR86j8xWddrkw/79bVQzWyTYJGGU5BpWFcznQb/ug/WnJGBIrbQCDVl4MMOPypwh5B7UWGQamksumXEcC75XXaFzjOakSNlSNcdECkZ9BU2KWlKKkCItjkjIUCo7z/UY9TirVVbxgCik4yc0owUdgbKc5wOtc9qWoiPKq2Wq/ql9sVggyTxXOraS3Up2gsxrQVyoxluZQBklu1egeGdIXTbTzXX99KOSewqtonh1LfE9wgLcEA9/r7V0tAxT1pRTaKAA0lKaSkAUUtFABVS+0211GPbcxK5HR8cr9DVwdKWk1caPPdf0W409FkVQ8SOGSUn5Qf7rj3rNuJIbmMfaIz8rHIHXH4c5znmvUQFnV1ZA0Z+Ug8hh3rz/AFbR/sGtAlnWPdvgcHqp6qfWspRsM5fRbSOz1uSNnLrGSQjjcV5HT0z/AErpNAIg1jxIDhY/3ZG4epHWud0q0Y65cMkjsVYfcOSQD/Kt7Sojbar4oSU52+WxJ75INSM27kwxxxhlG5vlXA7mub1NjNBcEDJiHyYU5Pvgc+tSXd6YoJLhN0ilV3D7yqOzAenrUZuB9oId8tJHsGR834/nQBzxl/sq9luZInjZ5goEYJHOc59eldJ4aUt4tvnbGSImBU9fkArKtLeK61mSCcbljG9WJzhvWt/RkEfje+TAA8qHA9sCgCHUYhNcSKZAq7iu5eSv1qL7FFLzImW2fNkcMKs3dlcO9+6u2Sx2sq8genuMUzZJNbwsmQUZRxwTjrQBh67pUd6IIGXyyX4kU4K4B6fpXMT217HqWkRXZEjb5AHVcbsK2P07V399bnzrOQyD5ZOeOvBrF1a3ZNU0Nsgb7iQYx0PltQA/xPMq+Jng2MhKRt5oHAxGuAfqeKhiLPG7nY4LbcKOprpNdsI21d7suA+1A3HbaOa5+5gkTzCRIETDrsXndk9PWgDk9TUJN5U0aJjevznnjtmqSRh9IdcK4KOSp7HBrcv7OOW3kSRXlX7wLjDevPuKyrfYNNZc4+WQc9TwaANMRE+GdEKHDfZOnb77c1UMeDjk/WtKIgeHNDz3teP++2qncPtCkj5jQB568OV/dMFJ7fw1EIwsaEjADfh+FXW1nSgMLoR2/wAX+mSCnDXdG2qD4ezj/p+koAspb7bffGM7h8wHetfxSFbxXqceTuIQ464+Re1ZkPirSVG1PDpwB/DeyZA/KtzxR4i0my8U30d1oEc1wpXM/wBpkUsCinoOlAGFHEsYKt+7yRtkXt/9Y1VlxJIVkA3KMEH2rTHirQzGm3w6Md1+1SkL6fWopfEmhTPvbwqjsO5vJQTQBa0ZwF+ZhwMY9/Sux09wfB5eQYH9pycenyR1yVn4p8Pocnw3Km5cMEupcf8A166mDxTo0XhRbx9DdLdtRkTyfOkZi+xfmz16Y4oArF1m3qkgyhwSnb2NUtSiDSJnghuCO3BqaPxh4aRX2eHbhGkO5yssnJ9+KiufGXh59pPh64c543XEg7fSgCbSAZoWRnOUypUd/etTQ1MesX6lSo/syXG6say8YeH4U3x+HriJiNpAmkbjOa0dO8Vabd3155OiTQldNmd5HkfdtHVQPf1oAgu52WYrsPlhchx0J9KxdQvmTdHxtZe/Wi58ZaUVCLpUv0LvWNeeIdPmU40x+/Bd6AKhlY3CkngLxQtwy3cTY4B7VTfVrUyApZYIGP8AWNxXXfDnRf8AhI/EAuntttlYESyMzEgv/Cv9foKaVwPXPh3oJ8P+FUEi4upSJZz33Hov4Diu4UBlDDoelZlj82k3HrzVrS5xLbhCckVtYgtgUopxWkxQA4UUlLTAWlHSkFOA4oAKWkFLQAuaM0YooEHWkI4paKAGbT6cUxm2/wALH6CpwaWgZSeeQD93buT7jFUZobuZtzRNn+VbdFAHOR+H5ZpN1w4RT2Xk1sWmnW1muIoxn+8Ryat8elFMQUtJS5oAKKM0ZoADSUUUDFooooAUdKjnYhMDqeKkHSonXdMtICVQEVVHQVm6/ZG604zRIGuIMunuMcitLHz08nbgYzmpYzwXwnqw+1XF1EC5+dgCRk4PTHqa6PQNR+13viKaRJIJZUhfyZsAoDtG3P1OKzdekt/C/i2802HRdHt4XUTwu4lO9T2wqnnr09KtaB4g8xNfvBp2lrJBBFiVRMwk+ZcZDDIA47Z49KxKL8zuDbojxSWzzEPJHyV44yPrmqZmgv7eGaGYBZjhWb5SSDyD6H2qCLxIfON3HbaNFLIcuViuOTnqflxmntrbSBXNvo4bzQ6/6LOCW/vfc9qAMqJJnvL4K53iZdjqep5OD7cGuk0SYyePJSzKGa0iyufpWNb608d1cIsGkRgyCQt5Ux3tzzjbx3qxoviDz/HccU1pppfZsFzFG+91K5wMrwPrQBuynbvYzhZGaQLk7e9P85be3MtwEjYJluckj3rBvfGCmRo3j0+SMs3It3YAhjwfl60y48bErIWFkdy45tpDn2+70oAteILpo4LKSPawM65BGcg5rI1a7VNZ0eQuiRrctkFvlBKMB+fpUU3jSBhGVtrORFAOPIcY+ny81TuvGltO1qRpVhcS+aHBaFhsIU85wMnHFAHo2rwl78EHA2LuAPX5R1rGnA3BAR8q4AJ/z60viLxhFpmt+TJpO/MUbGSNW6lQR/PFc/dfEKxNztbQ9zAEZZGU89qAGatHHBYS7X27VwnNc9aWbzaeZVZQyq4KnkdDWhf+O9MfzYf+EYjO/wCY7mcbvf6VUg8daXHA0K+F4gWB4SZ8GgDTt4h/wjmhk97cqOf9tqp31sksZRwCO3t7j3q9ceI7SHw5ocp0CJllhdljSZwI8Owxnqe/X1rIl8UWkrYGgKv+9cyUAebPDH5e5TuU9cnkVGIcShduVODn2NXJLVVjJz25OKglR1uEU/KwUY9DQBcTSg6Bg5jJB3AHnGK6Txnp8LeLL2eUtsZoxwOP9WvpWVDBIziQM+Su1+euBwMV0fiy2Y+JbmSMDcSitnpgItAHKrYWoQlfMVT0IOR9fpQ9tAWfyidgBAbceT64q/CTATEU+VSfujJA9COtR3BV1leEZRkBHGDjIoAXTtNjnHLyFhzncQAK6r+zYn8FLGvmMsWqs5BbqPLXPJrL0eMGzBAGZgSSOOB/+quojiY+GpUiTcF1Fjz0/wBWtAGONBsgiuUlAYd5GB/nWbeaPbxvEVMoDMVwXP8AntXRGVADE4dcEqQwOCOxqpq3lBLaVe52Aduh5FAGLZ6XFM0i5cbXIHzGtTTrVLPUbqIbmWTTLjOWPoKjscBpCTjEhqUT/wDEykcDj+z7gfotAHM3+m2wdiN64/uvWRPDHEhI3t9WNatw06NnerqeuRg4rOuWBRu1AGXNGu88dq+k/h9oH9heCLSGRNtxcIbqcY53NyAfoMV4t8P/AA7/AMJR45sbJ13WsR+0XHp5ackH6nA/GvpmcExXLgew9quCExNKUNayxt0Zf6VX0Bz9skjPoau6YMFh7Vl2LfZ/EG0HAJZa1JOoYVHUgORTSKAG4NFOxSUAFGTRRQAq5706kFLQAtFFFAgoooNABS0g60tAC0UlFAC0UlFMBaKKKACiiigAooNKOlABS0lLQMUU0L8+acKB1pMBVHJNMkP70DPSnr3qOT/Wr9aTGc3420U6hZ21/BCr3Nq+CeN2w9cE8da5LQoYV1jX0aJoyLaAyA5wMbc16ttDxsjDKsMEHvXmltAtj4q8Rxu+PLgh69xlcVlJWGWLyHForxRRyqxBA6fr9KS1Rm3hghRcFeOQfStBMNCCCHUjnHeouVzggr6YxUjMZLV2v7ieN0XMoUq65BHOabY28CfEDaI8brTeuOx3AH+dTWLR3TXYB5Ep3Kfxo06EDx5GTxjTjgD2kUUASpbWiTOm3DiVyfl6knvU0trCQxYLtxgfKOKNQs1+2iMgkOxLL2OSeahukhFsILpt0Eny5zgN7f59KAOY1C0eTULFPLjARSQdv3gaq6nbiKbR4/IVSbsHIUDjY1azEm+tiU6EhiBxgelVddR7hNLYSssRv1TKD5l+Vuc9qAOr1zTLefUopZRhmClcfxYUcH6da5u5gtnltsRYlJO0vgkgdc+uf0rb8SRyR3pktpy00KozQyH5XBAXr2PAOfesLWLySzMPm2xW3P3J43+aM/xZBHIoAz9atLYW904VfOC5AzjA/u/Q1iabYrJbcKsUpR9u3HXHPXODXQ6hYxi0lM0i3LCHCvnntnP9DWHpa+XArCJhGQY94P3eOpoA0otkfgzRnlAKhXXoM58xxWPLEgMh4KsQAMcj/CthmSDwNpBkbC5lUnHX941Z88ara/IFMhXsevpmgDzycmI7XwQejConViqsBkYwP8K1LmXw/Oqq95eLtweIU5/WpA/hzchN/fALg4EC/wCNACWg8lAoJJKng+uK6HxXKsfia4LwsysEBZf9xaoQ3vhjYVa/vgGzu/0dD/WtrxFdeH/7anjvbm7SU7HKbEIGUXac59OaAOTe4WdJ9qZZAGPmDGDkUTOJpZGCOgC8kAHn/wDXWtcXPhGSN1e4vmYx4LqseTgj35NVLaTwfC7MLzWfmUg5WL/GgCxo80UdtDIAPqRwD05rq0t5l8L4s2Usup+Y2e4KAnFYtnqPhC3t44V1C/QlsElI8Ae4z0roV1nw1B4eNwLu9Nr9sxlFQFm2gEDn7uKAIXVANu7ewzgj1rH1CT7T5IBLBJAGPoec1pt4i8Iksy3d2oTkgBAOn1rK/tPwwsSR/wBq30g83eoKxggnJ5Oen+NAFa1wrygnALk0JIPt0nbFlOD+S02LVvDiTSyLc3jHechxGAfy7VAdS0iW8neCack20qkNtwFIGT+lAGZPjoOlZF0SA3PfpV97/TeqzyMfoKTSdMHibX7LSbJ5DLdSiMHA+Udz+AyfwoA9q+Cvh7+zPCdzrk67bjU2xHkciFeB+ZyfwFehSpiyOR95h/OpVtIbCwt7C1QJBAixRqOygYFF4ALfH0raJLIrH5ZWxWHeP5HiFDnjzf51t2X3zXP66dmpNIP4WU1Qjs4/u041HC26NT6ipDQAlNp+KZTASlFFKBQIB1paMUUgFooooASlFJSigApaSloAKKKKACiiimAUtJRQAtIaWkNADjSUpoA4oGFLSUtACjpThTQacKTAYTgmkkH3WofvSDlBzSAlXoK5nxLoivLdajCxR7i3WGQg9GVsqxrpl6Co760W+sZbdwSGGQFODkcipkNHAWZm2xeY53GPkIvBOef8aslX5DHDdhWSuvRqzRDR9a3ISWO+Ad8f3vUGlXxDbxFg+h6u5I2bnkgB/Pd0rIog0yaW3nfbCTFcTvyPvK2c8jt3qSG5jg+IdoM5E1iYwQO4cHn04BqGy1e1muJlt9K1iWVZcvvmgPPpndzV7T77T7vx3ZF9J1GK7kt2T55YjGoDZydpznIxQBoXTl7+O4huPMiYuhAPB644qrqmnx3dpMjFm8wH5X+bY3YjPp1poMaXVx5Wk3odZyd/2mAcen3u/r71Wu9a8iUmbSbkbRu2m7h5B6fxc9KAMeJTFBbqSCyMTuQnlu+aZrdzCbaw2suE1FGmySNpIPP0PWku9e0+31JLeTS7tZf9YP8ATI9r7u5+b2qPU9Z037JBHeabdywx3IdMXaHDc8H5j8o/SgDttSOLl95VxtRseoAHFZcuxlG/CpAVGWbgd8H8+tS67qOmRX1vHPZMWkiwJRdKmw7Ae5z0PBqtNq2nQiWeS13l0zIhu4iCB3wWoAydaiWKzlSMqgXjZ2b2+tc9pLSwwSTK+QPmdQucjbjHHpnP4Vr6pqvhq/tLiGc3scTJ1jmjP0AGetVrHUfB0MUcKzapCinIfMfLepweTQA+1TzfBejxgsWJnKgHGf3jVi3EJ+zFMhJI1I3N7Yxj2ro31LwzZaDpZ+06gkQMrQ71QtJ87Z6HgZzWTPrHhxt2y/vBnp+4U0AeWXFpNnOUIHTAxUUXnGQIY9v1FXpftCx7Jo8k8ZBpqoTNGG3L8uM/jQA77JcvE5R42wpYqVA4rovFlrNP4tkAX5GjgUNjjPlrWbA0dsf9KyVaNlVwe+OldB4lAfXp1VsFRC+0deI1oA5uTTGjVizR/dJ+7VP7ODGJFZSpbb9zvXTQhXjZQ29WGGY8lT6Gqk1sTFK8YWFl+8oXhh0FAFaHRJZYSd0Y3cAbeSa6d9E3eDTArp+6vi2BH/sDjFV9Kt5JbZfP2bsfIUPOAOtdMY2i8PMYwrst8GKscA/IOKAOEXw+4QSLNEA3/TIEZ+tULnSmilG6VSvUMI67CS2S3VlT5Y4/kKk53L7D1rJ1OFI5Uwu3PY/Q8UAc0tmxJwwGCR90VLbW5jkmy4O63lHTHarcX+rOf77fzqJz+/I/6YyfyFAGHJbMinbJz9K9k+AvhpvNv/EtwMhM2tqSOpOC7D8MD8TXkoiluJUghUtLKwRFHdjwB+dfWfhzRIvDfhqw0eLH+jRBXI/ic8sfzJqooC+w3zj2GTUN4cqRU4+8W/Cq9zyjGtSWMsxya53xB/x+SD6V0ln3rmdeOb2b8KYjsLM5t4/90fyqyelVbP8A1Ef+4P5VaPSgGJTcU6koEJil6UUUAFFFFAC0ZopKACiiigBRS0gpaACiiigAoNFGM0wClxR2ooAKKKKAF60dqSloGFFFFADhSg00U4UmBG/ekTpSOetEXT8aQE44AqRWqIGnA0mhnm3i3w9DD4hmnhtw32sK6qZioLdH4z2HOBWI+gWNwguZEKr0CtI2M9snPTNeo+IrVLnSmkKFngO9SBkj1xXJxiOeQ4UjbyykYB96yasUcXo/h9R5onLiYuQArnqAc55rQ8O2Ns/jHS5lDEvayNhnOTg/XmtKxkW4lvWh2+b5u5ATggjj+WantJZofHuhq8CLE9nIECLyCWyc0gFXQ9KWSSb7GXEju7S/OcHcRgjOeCD+dYd9pFjeXbWwsy0IjBE67h69Mniu4vlnjlia3cIPMJmTPBXJ5A9aouTK0swdtsmFZZMALjuPagDzW48LwLrCpEglDx4IlOMt2xn2zTNX0OztbW0MUYVvtSxybs8epx3BPGa6XULhxrcEUsUrxeUWLpgFQRnBHbkD61na0x1PSIJJcMftcSrKD8/3hkEfwmgDe8RaLZ3N9HJPZLIRbIwC8k44xj8BWXe+F9Mmtd62kLbmGNufu9z/APWrqdXK+fCBksiAMMctwMYNVGBDom5FW3YKy55Oe3tQB53qek6fCGt4rWJXWMkAgg4BAz7nkUmh6PZzO/mQZIXI9K6PxALdrVnkJjnGFLnAC+gJ/wA5qrosUyWjujEkOQwPGRj9DQBXbS4rnw3o8i7EZGuI8MMgjzG/WsVtBikYtnY6kg4XAPpXQJGB4e0e6Yuvktc5xyBl2qtdXMYzg5jZcjHegDzRnJTy3L7s5ANPCt9oWXAx0x9K2ZtEnMfMtoDngmdRSHRLh5FAubFcDvcLzQA+KFZLVkkiDDacqwyM44xXQa7aqfEs9wIx5qRRfP8A9s16VTj0y4SE/wClWDYXo1yoFdDfac91q0s4uLYIVQAGTByFAzigDnViDPvdFDN3Xv8AWq11Fw5KDg4z7V0Z0KXaFN1ZlQeP3uCBVaTQJ2ilAvLED/ruKAE0m2T7Gmc5wGB9K3XCpoU7SPlRdjJb/dFR2GktDbqpurQ4UDKyg1c+yxzaVNA1zaSg3IZhvyuAACpPrQBy15cAPLtjGADz0BP93+dZV+RlOd3PcdODW9Nol1FFGi3lq6INpVnJyKxLrT7hZNsl3aYBwCXYnH+e9AGBE2WkweN5xULv+/8A+2Un8hVhLUxh83VufmJ+Umq80IBLCZD8jLge9AHZfB/w+dZ8bpeyR7rXTE89sjgyHhB+eT+FfRTZ5Jr5A0nXdV0C9+1aTqM1rN0LRNgOPQjofxr1Tw78d5kKQeJdOWYdDd2g2t9Sh4P4EVcdBM9lyRUEnIbPpVTRvEWieJIvM0bUoLrjLRhsSL9VPIq3ICGIIrRCCzHy1ymutm+m+tdhAoXgVxesnOoTj/apoR21kf3Cf7i/yq2elVrPi3j/ANxf5CrIoExKSn03vQAUUUUAFFFFABRgUUUAFFFFABRRVKO9xfCCTjzdxi4645xnvx/I0m0txpNl2lo/Co45o5SwQ52Ntb60XESUUUVQC0lFFAC0UUUAFFFFABS0UUhiingcUg6UooAqyHJIp8f3agdvnI96sRj5RSAkHWnCobm4t7GAz3dxFbxAZLzOEUfia4LXPjN4X0ndHZNLqs44xbjbGD7uf6A0rgejbQykEAgjBzXF3UP2XUJojFIdhIXjkqe49q8j1r41eKtSZksWg0yE9BCm58f77f0FXPh34zuLq7vbTXNWZpHHmxTXTsx9GUcH2NZyZSOnhje3v7goN2yQvuHVee/tU1teyt8QNF3yB1aGYBdvKk5796tWAsPt88x1mxk84YCKXzj34p1hpFnF4s0aW31OzIhaT9wXIb5gSAoI561IzdmnM6OsbAPlsEjkcmsLTdPSyeSRrcQuW2Bs8OO2Pr6V0k8VsHdXvbdd7HKns+ePx6VRkt0mtpIxf2aysMA7ywGP4setAHKahpyPqNrGhYeTG3lY4wfU4qjrlkqaFFgOjNeRGZlbG4k/eHoa39R06e6u4ni1OxgliJViZ+HHoR61DrGhyXGiQqdR05FE0bFzMFRvmBPPckjNAGvqVtMl5H5gMtu0QUf3lYD19/WsK7LTQ3SPIHhLFOPvA46n3rq7+3Jm8tL2zDmFR5cs20+ufWsS60g/bnIvdOFw6gGP7RjPHBI70AcnrfmTafIlz5zx5XO0/dIqDSJZYYwwuGliaUAkjJOT1NdJe6NJ/ZskZvtOXnBJuPu+nPrVW18OvHYRrFfWEhWUuW89Sp56GgCiisfDtmqSKMTTHrg4EjdKx5ArsZI/nilYKsa9QfXFdWmgy/2DZI8+nuY5JGZvPG0ZcnAbp3rMm0e+W5doG0nodmLxAV/X60AeMXEKYUCFlye5PNKII2Ybrdc49TVl+bpUAPHPNIm8XEhILKpIHFAEQW3jcb7aJuM7XYgEfnXV+KbQ3HiR2S3Eii1h4EhXHy+xrC2QSuN2EbZ+83pnGD/Wuv1sZ1+XHA+zw4/I0AcsdOYZX+zRnGc+ax/rVb7FBskQ2kanjks3H610l07xROoO3Cgknis54meSHONjnAOaAC20UyJkafE4wMfvmH9a2jprw+D5IBYRAtfBvLErY+6Oc5zS2khjV9uSEba6kYI/+tyK0bieY+H2MZA/0xRz6YFAHGy2UiH5tJjHb/Xyf/FVl3Fn8+TZonHTzGP9a6uaaZAPNTLMoJO/OW9q5u+uRI7bsoBxuHIB9D70AYnljdtEQyBk81asIVkvURlYBsqNnLEnoAPUmolVeofJ65rqPh9qFnZeNdKW98oQPeRl55OkYBJH0ycZNAHRxfC7TxKNDl8Rqvi1rcz/AGBYt0SELu8tn/vYrgbnTL20sLO9ubdo7e8DGCQ4w+04bH0PFeotpt14A1fX/F/iO5hbU7nz49LgSUM87yEjzeOihakln0Pw18PPCF9rdsLzU4LWaSy0yQfJIZHyJZP9kDt3JpgeQxO8MqzQSPHIpyroxUj6EV3eg/F3xPowSK7lTVbZf4Lv7+PZxz+ea4i6uWvLye5dI0aaQuVjTaoJOcADoPaoqpMD6V8NfFrwtrxjguZW0q8bjZdEbCfZxx+eKbr6NDqcnRkf5lYHIYeoNfNZUEVraJ4k1bSbmCC3u3NuzqpgkO5MEgcA9PwqkybH1rZHNtGf9hf5VZFU7PKJtPQAD9Ktg5qxD6TvQOlFAhKKWmtxQAtJSZpwoABS0UmaACiiigCC4Jdo4Fba0pIHPXAJx+lYvjOb+zdL0yVZgrRajbgngEjdyOP5elU5fEt0b+5v104nSdPbYzksk7YPzyIuMMi45HUgHHpWT4mR/Fei6XLbzoqXN8y2zL0J2koGwSRnB57cZ68ctWV5m9NHVeJNb/sWxjEID3t3KLe1QnjeeNx9hnNaFpaCzBjWR3RVWMFjz8owT9ScmvL7nQvFWukauJxLqtnIEksSNjQFTwVB4IIAPB5ycGvR9D1JdV0uO4yPOUlLhAhXy5R95CDyCDVwnzSCpBRjoadFA6UVuYC0lFFMBaKTPtRmgBaKKKAFpaTvS0AKKeKYKcf9W59FP8qTGcX4i8eeHPDEjrqF+HuVP/HrbjzJPx7L+JrzHX/jlrF4rQaFZxabF0E0mJJSPb+Ff1rypsmaRmJLMxJJ781p+H9HOva7ZaWtxHA11KI1lkBKqT9Kz5irEOpapqOs3JudSvri8lP8UzlsfTsPwquEfynlEbmNPvOFJA+p6Cu/8VeHPA3hbSb7Thrd1qPiSPCqsalY4mBG4EDjpnqTXqzWevW1lDY+HNC0i+8Ky6eqLE04jaV2Xlicc/19aTYWPMdC+EN/qOnWt3qGsafpxvVDWcLtveXIyOh/lk1k+GbGXQfiL/YmqxJDNIXsWcgHymcfK654POPzrb8SQ3zfDPw/fzJJBqfh+/fT51P34yDlB+i4PvVf4xOR400/UEXyri4023uHA4IfJ/XgflUgW9OTxFHqk0cdzHHPGxiIkhUAkHntW9penX48aeHri8uYpJJJ5EP7lVIIRvQenSpk1nTdVuob62ZZ4b1I3uEQ5+zzMpJVumMlc1rPNHc+KfCUqYOZXDlTkZ8tj1pDM3VNP1+aV838O3dKvlkKWC7iQSMZ79e1Zj6b4haNX/tlAjOFQi3Uc++B0rutS05ZrkyxSSRzI5O5fTPI+hFZrAljGYZI/LkOFLZ4GMHp3yeKAPM7iLWJtX+zzXFvuAABkCLv46g9xUOuWusW9kILm73oGjCoVGF+YAZ/Su0u7KE6var8m54SrAdOxGD7YrM8W23k2YX7U4uS0IMUmMONy/MDjP1PrQBueIvD97f6tDPb3cCMbaLzhgZyF6+tYU3hW+YtJLqOGB2n93jA+td7rV3PZyaeVgSVZ4VD4HQgDnP41Vl3yhx5ZAPTFAHm2reGLy1s5Zmvg2SoCkH5j/Wq2nabeyKsa3ARGYqecAV3GvQEaYNzlmMq4J7deKxtOtWkhPzyFUlcb1PGNxyKAKk+lySeEtIi8xcxzTockkH5jWDNolzgtiLHYqSTXodtCv8Awi9ooQBRPMBx0+Y1gXkqxLI7IQqdf93uaAPNmAMrjqKW1hYqzhup781K1ndMz7bS5ZSeSsLZI9uKksLO9Ck/ZLkfN0MDf4UAXBGrFWI+ZOQff1rd1v5vEMuTwbaL+tZ9vZ3DoQ1jd9DyIGP9K1NZsLuTXzIlvc7Ps0Q4iYgkZyOnWgDntYlFqirlgsvylQO3XIqCK8ty9tFuXeGznPr/APrq7Jo2pxTPts7yXdjDPA5IHYA4qWXRr8zR7NKuck/e+zNx7nigC5ESk07A5V8E47EDH9BxVqC7iuvC8zlJI8XartkXBzioEs76G4jgk068IkHMghYgH0PHFaDW143hyVWtLhX+0odjRnJUd8YoA5u9d0UsrdiefYVyk9010JGIwSBwOnBrsb6zuCCDbXG0gjBibp+VcnLY3FtLP5dvcFAMAmJuc/hQBUgjllmjSFC8sjBFVepJ4GPermraBqugXHkarp9xaP281MBvoeh/A11nwm0GXUvGSXdxAwt9OTz/AJ1Iy/RB+eT+FfQUqx3cLQXcMVxC33o5UDKfwNVGNxXPkZWBkSSRfNCkZVyTkA/d+laviXXrrxPrk2p3aojOAkcUf3Yo1GFRfYV7nrfwg8L6yryWKS6TdNyGgO6In3Q9PwIrzDxD8JvFGgB5orddTtV582zyzAe6dR+tPlA4bbijFObKOY3Uo68FWGCPqKMUhiHgUlsN2o2q9jMg/wDHhSnpTtPGdYsB63Mf/oQoQH2SyCNiB0p6NmnXAzKajj4rYgnHSjFANLQIMUxqk7VGTQA2nA0ynKeaAH0lLRgUAJRQetQ3d1BY2c13cyLFBCheR26ADrQNJvRHKeI9bs9G8V2K6g2+zubciVWXIjwSMn1DBiCPaqWq2Gr+DdSn13RI/t2l3B8+6s9hwhP8SgdB7jkdwRWndeGINZvJ9dvVEiyxxi3hyUxFtPDjuSSDjjp9a7GCQSW6SkjBUEnP51xTkuds3lFOKXU5Gy+IvhfULJZ5LgwSPgNFIp3DHTBHDD0IqKXWPDV9dSXljq8Nrfn/AJaEGMscdwcBx7Hn0IrmdZ0bSrXxjqV0bbbZqP3giQlYWaJSshUdAzb/AJsYyKytL0v/AISESWOkW5uVPD6nNEESBe5DDG4+gxmueVaUZ8sYstQSjdyPSPC3iq18Q2zJ5kKX0JIlhRs5A43Lnkqf0710Oa8yv/hfdaYs93pdwtywT9yhJilR8feDDjrng9jjOea9D0+J4NNtYZZWmkSJA0jnJc45Oa9CnU5tDlknfYtZpM0UlbIQUo6UlKOlMBRS0lLSAXvS0lLQAo6UP/qJP9xv5UCngblI9QamQz4mGcn61ZsrySwv7a9iYrJbypKpHqpzUMg2yyL6MR+tNrIs+gvGWr3dvrH2fwt4Lt7+61mxE76gIdxIcY5OMcDHU1ieHNEt9O0ewjPja70C+0ybbq1hcXXy5Bz8i5wARjpkHNcafil4qj0Cz0e0vltLe2hEIeFAJHA6ZY5xx6VyFxPLdTvcXMryzOdzySHLMfUk0Aer3HxegsPEHiKaw02O+tb6eOS3M3CgooXeVx3wDXm2u65qHiTV5tT1SbzrmXAJAwFUdFA7AVNovhfXPEMgTStLubod5FTCD6seK9O0D4DXLlJvEOprCvU29p8zY93PA/AGlYRwfw+1COx8WW6T7jDP8hUHjcOQT+tezXWow3Hibwp5fKPdySJJuJP+rYFTnoc11OheCfDfhxMabpcMcpG0zv8APKf+BHkfhXJS6RqUPjGzlXS51RNT3CUNuUoYiC3oATz9TQ0M6e4UFmIcsVc5C4z1/X6VgzXNpJbyRzS+UY5NjlcjBPRh6Gta6a6UTA6fcP8AOclExxnqDWFe6feTTXYubCaSCb5pGjQn04A7ngc+vekBlTvI0ulXLRoJSfnjK7e3PHY1X8Y2ULeHRNExJiuIiy5ydpcD8qmXS9XmvNPWXTL2SSMGV5pUO0k9s9cirXiTS9Sk0GdYtOnlDyx7IooTuT94CTnuOPwoAt+KLua21GwhR0ERt0BVl6AgDIPt+tWZot7RcnAB3YbHFO8T+H7y91CwvrZCssUKK+9GZWAAwrD2OeRzWP4b1DVb2xkOsadc2lxG7A7rdlDDPBHFAFfXYRHpASPcFSdMKD25rK06EPAzLF8wmbBI6fMa1/EULzwRvbW927mVdwSJyAADyRiszTZpbe2Ims7pG81m2m3cH7x9qANaAsvh22QDJNxNw3H8RrE1qVEgUkYckLnGSue9bN1geGrNzFcIHnlI/cvnrnsK5jV90tg6Wzzx3AwUZraQgfX5aAODTVNU81x/bF1gdw5qS31HUzuzr14Dn/noaJreJbplEYAxnAplnbxSmbKA7W4oAstrOtRRP5fiC7PGMeYRwfetvXNR1CLWIo4tcu7aP7DC5xIxDMc5OM9eKpxadasp3QKePStHWbSGXxAm5FIWwgwMf71AGPNrWshPl8TXzE88Owx+tMOuay8yj/hI77bjlvMbGfzpNR0yNXUwjYXJJXPHQ0ySOHda/Iq7uGXHU0ATNqmquQG8U3YXHJDtx+tTf2nqQ8M3r/2zNJMl3GqSvI2QCDkVCfIijIkgiaQttVVXrz6VcSEP4duhLapEv2mMFQck9ec/56UAcs2rX0iZk1y5OP8AbY5/Ws6W9uTuP2+5b6u3P61qXUBDHbsDY4O3hvf2pfDGiS+IvF2naZIq7JpR5u3sg5b9AaAPcvhdoUmj+C4J7ncbvUD9okLk5C9EX8ufxruEXNMO0YVFCoo2qo6ADoKsxJ8o963SsiByLipQxXnJB7UgAobkUwMfW/DOheJI9mr6ZBcHGBLjbIv0cc15j4h+BM6B5/DOoCdRyLW7O1voH6H8cV7KozUyDFTYZ8fappGoaLdtaapZT2k4/gmTbn6Hofwqtpgzrenj/p6i/wDQxX2JqVjY6rZNa6nZQXluRzHMgYD6en4V4jr3wz0638SW11oM7wolxHIbWc7lADAna3X8D+dKwz3hsOxPvUWMGkgk8wZHrUhq0QKtPpopaAFPSo261IajPWgBtKKQU4daAHCnU2lzigYHFcB4912KWWLw8pjKXDxi5l3/AHFLj5Mdifen+LfHCWqvYaRIHuOVluFPEfsp7t79q8scFzKWJLHGSevrmuLEYhfBE9bBZfKX7yfyPdtUYRX4iVGVvLi8iXBwSZgCv93+7x1IrU0+5tzNdWsTbZYZCXiJ6Z5yP9k9R+Irwq8e7uhbawZprhVdJJEkkY+Uykcc/wAPHB7V6drun3er6baeJPDt02n6t5YaITEBZo258p88HJ5GehPvWRySWtjotQ0DRdTvorm/sLWa5jXYjyIC2OuPcd8Vd+zQwWrpBGqfIQoQY7cCvIL3xw2sWkWj+JNDv7G4guFZ7qCZozC6nhwCOo9MnI712+jeIZrOZdN1m4jeVgPst6AFjuv6K/qOh6juKAcJJXOrikE9sjn+NRkenqKpw8KyDojlfw9P1rzvxxfat4Zhkl0e6FvDd3LXGFYeYrsuGAU/eU43ex+orS+HWt+IdbsbmXXLdhGhUQXDReWZOzZHftzitqPxkVIe5zHbUUUV3HMFKOlJSjpQAtHeiikA6ikFOoAB0qaP7wqIdKkU4IPvUsZ8WXK7b65U/wAMzj8mNNiieeZYYY3klc4VEUszH2Ar1nRvgteX2oT3fiC6+yQPO7rb25DSMpYkZbov6mvXPD/hvQ/DcIi0jTobfjBlxukb6seazsVc8N8OfBvxLrGyW+RNKtjzm45kI9kHP54r1jw/8JfCuhBHmtf7Sul5Mt5yAfZOg/Wu1BNOzTURXFQLFGscSKkajCqgwB+Apc00UtUkK7DNcZ4yspo9e8P30DShGvlSbbIwXG04yAcYrs6SaGO4i8uWMOuQwB7Ecg0pLQpHj9/4kvpNRlthplwEy4Q+ZIGYgn0OKpX3iDU7i3eOPSblT94HzpFxjvkGusubQzX08EybVVzK56HI6YqMKhmbzWicL/q2JAyBzn3PNZDOFn8T66l5b3KxTRGIfc8xysnruBOKu33ivXG8P3TLbTwrmNhKsj5zvXvnp2rX1OG2k1Wyd7dDKyMcKp5OR1H9aueJoQfBl0wi8shY/l9PnWgCXxR4nl029t7Uids2UcrbGYfMR3/GuE8PeKfETXV/KtxPPCz4xK7P5Z54HPFemeIrVbqG1UAeabaMKPX5RxWNpeiQafayCTbmY8jGOc8fjQByureLPEKQxbriWNN2WdVZT9M1WsfFOueQoNzLIM8s2WJH1zWz4mR41hZwuwSZHPUYPbv2pmhIgsIgAuSW7dBmgCS81nWU8L6ZPHqUqSyyy790ZYtgnH0xWJJ4h1wjD6kc+8Fdld2ytpNlk/cllH5muauyNjqYwJB9wH+L2BoA4W4ybjnBJB6UyykCyOGDdhnHQ0k0kf2vJkUjPUGpLZc3bqXI3rxtbFAGtEDvK7iuBnI960dU2jxCoIJ/4l9vjA4/iqjHEzDywhV2Xlw3NaN0jNri5bL/ANnQckYzy3NAGXcZlglV42DLng9PYg1SuEVltsqyYIAYjpW7cQOInO5c4596xroqIrYEgfOO/WgCwiLMoMiISDxkZx7ipLmENoVyudmJ4W+UYx97mlVVZThhuz2PtU7Rj+wr0FjnzIv/AGagDk5QSvluPnHIPY10Hw31/RfDWv3N3qzSRs8PlQyKm5Y8kFicc84A4rHnjJU5AH41jXIKuxPp+dCA+qdKv7HWYxPp15BdwnktC4bH1HUfjWui4HSvjywubixuBc2dxLbzqeJIXKMPyr0nw/8AGbxHp22HU44tWhA6yDZLj/eHB/EVpzk2PfMUh4rjND+K/hXW9iSXR024bgxXnygn2cfKf0rtHKvEkkTK8bDIdSCD9CKpMAUCpFFMQECpRTEBHy1w1/GP7VUY5WT+td1iuM1Jcazgf3/60AdPakquB0q31rPifaAKvocqDTAdS0lLQIU1GetSGoz1oASkB5paMUAOrkfH3iCXSNOhtLSby7u6P3l+8kY6n8TgfnXXdTXh3iTVDrWv3d4DmPd5cX+4vA/Pk/jXNiqnJCy6no5bh/bVk3sjHRjyhH3cAY9KQEGeVfYD9KXkTL6EYqvOWivQ4z5bqFY/3Tng/wBK8g+ol7p3GgIG0iFS20bnJ/M1tadeSaZpsumS2aXmnSEssQcgoSc4HouecDp2xWR4dxJpcakEEFuhx0J/oamv9Qh0mOKOSK4uHmc+XHbx7nbAyTjPYV60IpwVz4ivKSxE4x7si8WTz6ro6wNGtva2x3xwhyzDAxuJPOeo/wD11J8N3gaS+0u5ZZA6LIkMgypwcNweO44qG+ntbzQZ7y3kLrPbl1J7g4A+nTp7Vg+HbiW38U6e8JG8zogz6Hg/oawm1CrE9XBRdXDTUtz2O20XTLSczQWMCynHzldzDHQAnOB7CtHrTTgcClBr0Ul0PKbb3FpaSlqiQpR0oxSjikAUhPOKUUjDnNAC0+owcmng0AOHSn9qYOlPHSkxme3WnpTXPNOSkNlheakxTEFSAUEiAYpcUtRzXMNum6aVI19WbH/66AH0F1TG9lXJwCxxXJTeN4Lm4lt9NhZzHw0kg2jPsKyNVubi4v8AQ5LqYMx1FSFzwPlPaoci0bmrJbDVGmVXbfgEqflDZ44/rWDceYuoWr73YeYTuHTb3DD27GtKSYmW5UsI95YLIG6HJ5xVGW8iiuHMtxsaMrIpKgLjpnPQdOtZjMe+8uS6tmR2ZzHtEgOGHpk/hV3xE+/wPefMWYRx5PvvFY9zewP4vePzodyOuzy2+RuG4JPBz657daua5NC/h3UXjkIXyEUpkEZ8wc8UAdfdKGisyRnFrF1/3BWbcjahIxz1FaU5JgswWjANrEVG7BPyD1rntdmxaFY3jZ8ZwJBgjvzmgDnPEDSXE1sAiP8APhQDyRzkU3RSqWiAho1DEAN061n6i8st7aNDdQJGHwNzcggEZP51Z0maBoktbqaF3JYswcAE570AdRdD/iT2besshFYV7ArKGIHBz7g+1bNyyR6BYhJIc+ZJtBcAden5VjXMg2uDcQk45XcowfrmgDzE6/eGdV/s7Ttx5x5PT9anTxJqSykrp+mbsf8APGsRrVmlIDkkdyaTyTG7AuUIHDE5BoA6qDxfrBYKlhpbOf4SgGPrW1rfiPV7W+tYobXTGaSwhmczRr8pbPAJ7DHFcULRTAZI7vLDG7PHP1rc8XRQnVNPadyqjS7YZ69d1AEo8b6wTIrWOjgpkMTCoB9cetVbjxfqz2of7NpICsANkMZxn0rFngMKpvkR0JLnDfwep9OopGhh8pWVQGY/KwbgfWgDdj8U6pJybbTMk/3YxWiNX1B/D95ctDaArLEoRCmw7t3Jx344rlv7PITKq5OMl1OVz6/TpXSW9jb/APCJX4EZGZ7cntlvnoAwp9Y1Jio+z2uAeQu3JFVJb28d2zDa4H+6asT6aUmjEinYwPzA/pVb7KoWZvLO1R8pzQBClxduM+TbHnnhRUsRuZJCrLCo2k/KRmpLayRljG0/Pz1xWnY6VF9pZtnPlsOvtQBzJlnYYMUX5Vo6R4w8QeHZv+JZqMtsByYgcxn/AICeKSTS4gCQG4/2qpTWIWUKFJHqadxHq+gfH2ZSsPiLSUmA63Fkdrfih4P4EV6joXjzwt4l2JpurQidv+Xec+VJ9NrdfwzXyelqgkZSM4qVLWMyoCv8Qp8zFY+0DGV61xd/zrg/3xXg2h/EPxV4cCpZatNLAv8Aywuv3qEemDyPwNdfpnxZh1PVIRqmnm2lldVD253puJA6Hkc/WrUrge1eX3FWbfOzn1qvC26IA9R1qzBwtWImpwpoNOFAgNRnrUh60ygBuKXFLRQBleJbxrDw1qNwhw6wsFPuflH868PVQMKOgGBXpnxK1FoNNtbBcgXD+Y7f7K9B+Zz+FeYZkLfcUL7mvLxk7z5ex9LlFPlpOb6i/ekA/u0jor/KwyrDBFMg3I22VvnJJJ9TUrHnj0Nch6y1WpueFdRMOl3Xn7itv87OqFyM8HgcnpniqnifXtH1DTlazvWN7FIDHs3KyqeH7DqtN8MZXUyqSSx74WznAzyCP/rVe8YeWYNPmkijaP7cizMq5IHYevJ6ivSpNukfI4unCGMd+uv4DoL6yuPDc9vp1pci0gh2R3E0YVWweAOck9ecY+lZ3htfM8W6Z3/0lDiupvQt1ZXCLIdvlsFKcAjngeg4rl/DcyW3ivS5ZOI2mTJx0PT+orKsvfidmXSTo1Lf1oe5559qVaaeDilU16R5A+lo7UlMkcDxS5ptKOooAcKRulKKQ9aAGjg1IOtR96kFADh0p/Y0wdKeOlJjM1z85HvUsfSq11PBZb7i7njghHBeRgo/Wue1D4habahk02B72Qfxn5I/zPJqW0hnZpk9AT9KydV8WaJoyy/a7+LzIkMjxRne4H0FeW6h4r13WS6TztDbuwQQW/ygA+p6np3NOsdHiaaRI0+Ux8juec9T7VLkFjfvvict4h/s7bbQ7MmRxuk/AdBxWEfFcs12zz6n5yBerRqWz7cVaOh2hTCwhCcAMeuTSW+npDezI1rG0L/ckVeMjqCO3/66i40iva+MVjny9xtRxgv5SDP/AI7WrF4vF3qWlxWl3G5a7VXVokOVx1Hy8fWsWOwtWu9s0CvEMkAjPzZ4/TNao0+G31LTp0tVi23kars9Opz6HNAzYufG1rHrJtnkjMKq+9vs/Ifc3HT0Aqrc+NNPmZ4xhozlGV7UMD09untWnLpNojSSG1hYGZmOF5J3dapXui2uwEwRFgQUDKeB+FIDlV8arHfRQvDp7JGoVlW0259xnoPareoeNbNdHuDb2dszBAdptyFznoRVW60+ytr9PMhiRcsX/d4GB+NVNW0qNPDmoXlujKjxBtjNkqMjp7UAehalrllHFZi4slmke1jfPlEgZUHAx2rm9Q8SachCf2PAwB6NA38q2r7TLW+h0+WaLcVtIcHP+wKwNR0K3eQ4QpGFOMN39aAMqfxTarLGW8OaeXJ6vE3Ix25qW01zT7m0Vn8MWjM39yFsH9ayb7S44NThVodrO5KEE7WXBx+NWdO0uKeBWeFdxLbjuPHNAG9qesWEGhaWz+H4XiYyYjETYTDc454JrnG1WwnjZYvC9orN0LRyEH8jVzxPppn8K6T5CygxTSDjI+Xcc5rOTSreK1GA5wuPvdaAODRQsjfzNCyMRIYtpYHoe9Cnq1RwjzEQNgc5VhwRzQBfsjGzFVA9CCehrY8S26XOradHKqsp0m2/i285boaw4CvnbhGTKMqVBwTx2rY8VwibUdND+YQNJt8qD8xGX5+tAGPdwTRrEoUO4AWQ9+O+aoqJft7EOqKW/u4BOOP8anZBLI6wiZZApT94SRilhikb5OC2wfM3IwDnHr2xQBt2KvJgPtA6bVOcfWugs7dW8O6kpIwJ7fcCOgy/Nc/pcaiNZ9pEbsQSB9046mumsFaXw5rAVSQJbf5l6Hl/SgDn/s33zhjJjHJ7VnCANYu6kgFiVIPUehrbS0lhiTc5MjD96Ac8nv6Y/wARVGaPZYS54AJGcUAQxwSBI5I1yAmSvp64rZ063DTsRypjb+VQwIAIUc4VgAfw7Vp6Uqi6MIRkbypGKt2GOv0oA5yeApGNi7uRn1ArOuI1My4zjB+tasN3Hc3EsUTqWC8n39P0qhNDJ55YAbhjIHegDGePy5ZD0DHCntnFESkzJxggip5GSS3nDepyCP1ptsMeT82eRz60AZzDilsuNSsz6XEf/oQpWHy0WYzqNn/18R/+hChAfW9q33gavxj5azV+RwfWtGE5QV0IgnWnU1aWgQNTVpTQOtACikPWnCkagDI17w/Z6/ZiG6BV0yYpU+8hP8x6ivH9X0a80O9NveJjukg+7IPUH+nUV7oaoaxZW+oaPdwXMKSqYnIDDodpwR6GuXEYeNRX6noYHHToPl3izwiRQ8ZB/P096r/adozLnBPEmOD9fQ/pShisQ6lCQM9wK2/Ceqw6X4os5Zo42iIKMzEL5Ybjdk8cc/nXmRjd2PpK1Xkg5lXRr4tfyLam0mcxgBZZtm7nJAI6HjvxxV3xPqQm0eW2vLDULa6UiSEsA8ZdTn7y8Y617RqOk6bqOlyxTwR+XIobeiAMD1DKfX0rh1iaGaW3llWWWA+Wzg5Dr1Vse4I/UV3UPh5EfK4uup1fatHH6drdz4kuorS2hMMEaLJdyqfmlOfur6KW6nriqdh8ut2QcBWF2obByAd3OPbNdomn2tqZ5LaHyXmIMhgUZbHHTp+VcGkq2t3aSSPsCXCks3bB7/lU142cTtyyUZ+0cVZW/wAz39vvH6mkqC2v7O+UvaXcE6+sUgaps16Caex5ck09SQU6mZxySABUMF/aXL7ILmGRvRHBNDlGLs2TZlodadTaUHmqEKKWig0ARn71PWo2609TQBIOlSp1FRZqROo5pMZ4FqMLaneTPfTSOzSOEdyXKkE9O2KnjgcQnzgFIXPHRh6irlnGEa4kk+VBLJknoBknJ9qfdTmzilaa1Z4hgpJHg8HtjOe361gxi6LarPNLmMhSF4P410WnWrQXh3kMu07eMYX0/CqOhqrMzpyrRpg4x2PatyDZLK4DowRCrAN09vagCtHbLseNiW2kqCfvAe/v6e2KeYiIyqdSMD3pb3zoxvhhImkRY4yx+QtnjPf2zWVLqE6W0s8buPJHl3No4G+P1cHr/QikMpl/J1jewHl9GUDJ3H2rbvmDDToy7M6XqAgjpzyDXO2dmz3LOJ5ZpCwKyLk+X3yc8H/69bNxPcXM1rLOhV/tcZVTHgkZ6Ej86Yy0Cs0spMxmaNpNhZyoxk53e9Z2nrPpttPazymdLZyySMSTtbkA+wrVuJ47tMfZpWjuJXhmTbjC5IJqjbtJb6aEuCsywMVE2ONg6ZX1+gpAZF1Alz4it7j7Qf8AV4MJbHB7g9iag8RW1tDoeptDDHHL9m2uAuGAyDj39c1O8ER1S3+yNiN+SSSSB703xNAj6Rq05ZgfsuBlx8x44AoA7AFGs7JMjd9jhOP+ACsXVCflT7UIFJHRck+oqW/knC2ASMmNtOhAYHodgqnqMim3QPJCJioYKzAigDjr66um12K2aYzQxOdzlQMNg9Pz6VsaTK0dop5L7mx6A5qtdWrfaLJypBkJY7uOSDnPvVzTEC2xAUbhnPr1oAPE63jaX4ceGASItzI0rDOFNRja4w3LdSMcc1qaoJTo+lRrI+PMkLIDgMPUj2rLdhFHuPT25oA8v+1aHsP+iaycjH+sj/8Aiamj1Dw95QQ2Gs4H92SLP/oNY8ryKoCKcgdxxTo2laPAXD5BoA6GPVPDaW5X+zddKHJz5kZx7g7a6DW9U8Pvd6ZJLpmsyTSaXE0fkTR5EeWxn5fvdc1wc8l20RPKleTtU4+lb/iGV4r7RGbqdGgBxx1LUAStqnhyJ9zaN4hUnA+aWL/4io/7T8JLfCc6P4g80t937REBnvxsrHub2dkAQbipyQvOarW9y1w7SxhgxOQAeQaAOxg8Q+GbaCR49D14KxI/1seM9xnbXQaJrmhSeFNTnh0bVvs3nwB1MqEuxLYC4HbvXnRS5uoo45FZSvXtuHX8TXVaH50Xg/VUjgRGW4tiAOM8v1oAuy+IvD6kn+wdcG0YxvUf+y1ny654cezKf2HrhUOCf3ycE/8AAagIv5LUkeXtA5+bkH0NYJku3utktrtYHYHJxn/OKAOtTXdDjUAeHNcI95UP/staWj6xpVxf7YND1ONxDIwe4lUgKByOnWsOO5vdoPkrHjjJbitXw/LdS6nIrxx7Ehl3HdnB29KAMOx1Hw+ZJp7PQdZbzW3MRMrAH0+7UEuqacWkdNG1dT/tOvH/AI7TI/NiTzIMKGYHavb8PSqzPciOR2IIOcmgCpJc6d5LlNO1DDjktIpwPyqtbz25mjEdndIu7ALOCP5VKpcIFJzxSKjedEN4xuoAzWnjIx5En/fQpbJ1OpWYCMP9Ij6n/aFRkv6mnWW7+1bLLH/j4j/9CFCBn1seoq9bn92Kok8irsH+qFdBBbWlPFMSnGgQZoHWkpR1oAcKG6UopD0oAjNRzwi4tpoCxUSxsm4dRkEZ/WpD1oHShq6HF2dz53w0MjIAHQEgEHrjj+lMBjD4ZFC98itXXtIk07W7q1tpA0STusasMsFHI+tUHtruOQq9szDqGiOR+vSvBlo2fW08TSlFJs6/w/4gvb/SLzTLq9aRQ6GMs+XIxlsnOSOmMfnV+I3BdvMUzc537hnH6f0rzsQalBduYZXDPCSEifhXx8vtmprq51j7RBLb3bmMJH5qmRT84wG+U9f1zXZRrRUTwMXhnUqtxejPQJFjkdcyTo3QKCRzXnXipEiuJ4kChRPwAcjGK1Trmued5Qks7Ubm3N5A5XPy/iRnNZmpaLql9pt3q0I+0Wts5aeUuqsOmTs9BkdKVStCq0ommApyw7k5vRo56G6ntlIhkMeSCSvB/Otiy8a+IdPb9xqU23+4x3D9aweSKeYHEAnIHlliuc85+lGh2OKe6PZ/DfjG78UeHNSglRBqMUWEEfVwfb/PWqujW4k8QWgt5HaQyAsByI1Xr9P/AK9ef6BaaVeIi/arqK+UkSKJQikHoVPXjuK27nUdY8HGKbT9UuGjkmO62nAYSHrnoCc+vvWVXDyqzjNvY45qCbUD3QU/GKjjYsqsQQSASD2qTIr2UecKKU00Hmn9qCSFhzSqaGpgODSAsAZFSIMGolPFSqcdBn29aT2GeMQ38dnPcWB08lo3Yr5koxKCexPv2NSv/Z32Ro57F1if5gpuOM+gOeCPSsW5s3kupZClxNA7OqTQruKtuOVZfUVOtjbyQvILyf5CSY5Rtwcd17CsWM6fR1WO4eaHS5AZWZnDTghWHetyxulF0Y7jTZEJQt5m4ENk+w55riLHQrhriRRfvDsl2sEfGRzwa6K00WS3juooL+Z2ltmVDnG1ie1AGp9qSa4kc2cjJEyopFwu1wf4h6EVFNc2UXmTS2DIzAb/APSEJI9+OawJPDF2tsqPdSl2jDMwb5sqP15rFv8ARXtrBne6kGFJHzcZpDOkhbQyZruMXsUZlAYxyAgN24xxWtLFpsctrKv2s/6TG2wSgqzH+LkfjgV5jpllfSWsrRTupZdpDHCtn+Yro7HRLjTbuxL3BEcN1HmJlPU+hzyO9MZ182qafHeSxLLchjKSVTaxU5xnGPasm4n09bs3Ivb6CRlCsQqbWxnsV6+9YMukXepX0l1ZsfN+0MkpcYG4OTyPTGKgfw75p3byzk7mGTz/APW4pAaEp0m61maOV9REphDHDoqH6YHBqW+fQR4bm+2XeoSQ+UflYxiQYByM469q5saE66tHb+duEqkfMDgcfWquuaJ9m0a8S7AS5t4DLlkYBlztwDnk80AelXv9kvHpry3t3aq9rCIl8yMZG0YzlTye/auY1bUvDp1H7DcTai0jqVEm+JQR6A7PetLU9LF1YafJ5sSqtjDwwJ/h61zdx4akEZEjW0gB3b2U5X6c0AXJdQ0C4mgMl7qpZc7AJYeAB1+571LZNob2guILzU0DLjmSHP8A6BXNQaLmeFvMUAl0KhfTNaOm6U5s4iPJClTjKkn+dAHQapJpa6Jpge71EDdIFmSSLceeQ3y4/KuauBo5XadZ1YAnIy0P/wATWxqGmuPDOmRgQnbJKT8pxzz61zUlhIFUr5BQjI+U/n1oA4aaPELECoowRMAR0xiprmJhHlWOB1GetPiiOEJ+9x1oAu7AU3EkZFWvFsP2jVdIXDFRpMBJXt8zVVfd5eBgEjr6Vf8AEkpTVNMCruf+yIQv13NQBkwCXzy8qqWI6r06VRt7SK4umh2BHJJUrx37+1XLmXypV8uKU7vmUdCPY1XjmWe+eRM20vGw44z6UAacVtIdybwBgHcjEcg4zXWaTHMnhvUvNk3SGW3+bp3euZCFmjBVRIDy4/u9TtP9K6TR5Q2g6kCzM4lgBDD/AH+aAIbhMW77ckY6k5zWRLGBdRIeckN7rxj8q2pyTaOB6dKy70iP7PcBFZlG1uOW9jQBeyDCQik7gVAra0SARSvxuPkSEuR97gdaw7BGacFWBA59wPQ102nfLLIuefIk49sUAcTd2mBDdQPJF8oBjBwMfSqifvVeMnIUEsMc10d7CyQwEOTlBn0Jx3rARAizZbjrkdxQBmbVEa4PrwfaoIyTPCT0L1Orh4yo7scZqLj7VDgEYcZFAGX1UH2pbT/kJWZ/6eI//QhTf4B9Kdaf8hG0/wCviP8A9CFCBn1mvzNV6IYAFUYvvCry9q6CCylOqJSakoEFKtJTloAd2oPSjtSGgCM9aB0pD1pR0oGeP+LFS68TXGG+X7Q/6KB/OqAgjKn5SPoxrd8cQPD4sSVYtiSw5yRxJjG4j3HFY45yRXzuITjUaPTpO8UyIRlAoRVx/F601QSX2/MH5+Y9KkZio+cY+hzVKa7CTIII5JJnyBHs4OOpz2rFXZoWgAEAZs89W5/nXXeBzDdtf2M8JnjZRIzNnHI2bSOhBGa5GFZUjAYZc8sWbvXXeBGk/te6UkY+z5IH+8MV1YT+KkZ1n7jNO8+HXha7ZnOmCFz/ABQSMmPwBx+lZ158LtKubeO2juriGKM5UKqkr68n/wCvXeGm17EqUHujijXqR0TPPPGGkWUOmW2i6fYWYZIfleSIFkHQHdjOepz61L4a8D6FeLbalNZzrLbSkLEblniLL32nPftnGRXXaho9rqTK0wdXXgOjYOPSrdlaQ2FpHbQLtjToCcnnkmuanRrKtKUn7nQp1v3aS3LdLTRTq9A5xR1qQdKjFSDpQIjYVH3qZhUJGDSAmSpl+magjP8AKp160nsM8g3XTahM0SzRf6S25mUeWwzyMA/Kcd6vX0G+xKmSMF12l2+6c9vf6VKtson2hQIxubAORksTzVi4tozZz70V8YkUNyAeen5Vixlbw9EYWdJYo4Jg+Ni/OFHPAPcVu2lrjUjJD+7XyZFG1tyg7s8D+lU7OE/aJTlQwuN2CM568Vr2cKrO7ogUPuIwMdTk5/GgClcLc2lx50WZDINhB6bscMB2FYV1EZbWdGEigowZD0JPcV0t1MWify5F/wBWRwc849q52Mm3tJluA21iQrMd2Pfn+tIZjaTHPbQtbK0bSRcAkZ8z2rpZEV4rRzHiXzY855I+YcVzVkPM1Axu6tkBjjIwx9+2a6MWYjkhkW4mx58exGk4HI7elMY+Gyit7u8dJAjTs27YTycnqOx96o3b/YopmLtKkYDuVGWI9vWpV1KYx305SRFjldBmPLFcn5iBye9V7zULdLCOWKfcAoYMi53Ac4zSA526vLF9ctTHcKjSfKCSVIPYH2q/qv2J/D2s28chmUWpYK69HA5IP17etYN9pj30MhuoX+2oY2EkLFnAGRkZ5PHWtbUdJuIfCt8kepvNaCOSVYpo+VG08A9fzoA6aYWsuj2EVxCGVrGAuSOoAGBWbPahLUiKaQx92kbcV9zntWgFVtK09weRYw7hkHt6darMmd2XVl4ZUx+VAGRJHs1CGQj5mQ5HUZAPIqSxhkNrbSRylVKAsDznp09KbeNi/iHByrnOelS6YcafAcZby6ALtwh/sSzDnkSSdTXL3yxwzALsjDnnsGJrprpv+JTZ54/ePXG635jTovkh0kJ5D4K474/GgDkZo7B0K/2tag/WnmLT/kA1q0GMZyDWVLJE8ZAC5+lIDbtEEZVBP8WKANyCHS4gca/afN94MpO7261q63Dpn9padcPrVvEE0+ONVeJvnGWIYe1cvbzRx7YZUikQY2vtGfoa1PECQzapprPt2nSYzwOnzNQBP5WlNcLJ/wAJLYjHUGNjmof7M0UzO48S6eRuyA0b1lNLGsoxEhUDuBzUccsS3O+NNvIzlQR78UAdfZrokUeJPEunYJycI/H0rcs30NdA1ER+IrMqJoCzrC5CctjP1rhIp4QhChd2d27ZxXS2EizeGdU+Vf8AWQZ+UDu1AEnn6Lj/AJGnTyOn+qeoZm0JrYIPE2n53dTC/Ssy5jSRCSiF2GGbYOR71WkaJrdIxGqlXwzbRzQB01rc+HIHZn8UWJJ5OIJMZrZ03UNAuLuWK38QW87m3k+RIXyBjk8jpXGW+oJFKgm8oheMBASf0rV0e+hvL8LANuIJS42gdhigCWbVfDTRLH/wkVvkLj/USen0rnnudESJ1GuwOduMrbyYz+VTm5j2klBjYNuUH4HFYzzDypVkiwd2dwUDJoAgaTTtvGqxcHtE/wDhTVntTPFsu0fDZ4Rv8KaJFEKqyfiFqAEC5RR3YdqAKW+MADzRx/smn2bodTtAHBPnx9j/AHhVV2A/hzUlgQdWsuMf6RH/AOhChCZ9b27biprRXtWZafeH1rUUV0IkkFOB96ZS0CJFp9MSn0AKKQ0UGgCM9aB1oPWgdaAPO/iBJJLr1hbshEUULSo2OrE4PPtx+dcwCCCUwcHB5rufiO+zTLDaF8w3Py5HJG3lfbOf0rhAEVpJBlSTl/cgd/wrwsarVWelQf7tDvNAjEgDdcYA5zVGGSO+1C53I6+SPJKuCrA9ScdQc4/Ku88I+HXupIdWugv2UDfbp3kbsx9h29TT/iFaDbY3UdsgcyFJLkA7gMcAkdvrTjhZKk5sPbrn5TjUR0JVpDIM8ZUAiu28C6ZIrTao/EcieVEM/eGclvzGPwriZJEVNzBmX/YGa9J8I2F7p2lyR3uRulLxR7w2xCBwMdMnJxVYCHNVu+hOIdoHQGmHpTzTa9k4RtPBph4OKcpoETL0p9RqeKfmmIWpFqMU9aAB6gerDVA4oGOiNWENVY+tWF6H6UnsB5/HFCkzj7QA7MWwQeOasSpA1o0cV7EoJ2sSpP1/nXMO+pi5kwijdKxU+nNJdLqzW290hABJ+UY3GsWM6uBITKSL6InzjJgKQT7VqWjRJNJJJcqSVZjtRuB715sl5r1nblrKNpXLZZdgIJJ5rd0u91W4n1KO5EYdLM8IuCCV4zz6UAdEs1g9rmK+gEUh3L8hG455xWVfx6XMJtOudQXO3zAwjYFR6g9K5xr3Vo7O2hijRDF93KdSQAcmsbWr7VbjTw8qmIuwGY0xgAnPNIZ0lvo1tHNcq+sLJvIkQiBgyD1PYg1uW9jbg2RXUVZFnDMXDEtk9B+OBzXmNtquoQ3yFlzI58tQQSM10lvcalLq1is0aiISoJMcYORzTGdHFpsFpfX8f9sq4kdiocEPED2z0rLayjULDaXemmPLLLE4fluORg8HnmsyS51JnvIGRGkjmdR+7JPUnPX0Irn7q61JXt7FJI4HXLuojJIXPXOec0gOnhsfs15kanZnzlwiOxA49DmrV/ayTaTdQG805d0DL5hlJ2gjBY8+lcPaX91dXLHzy4VM425z+FJqiy/Y72Ri6GaHacZAxjqf5UAenT2LG3sHtZtNlSG0SMTSsylvlAzweh4NUpLS/G5BLowHQYmOR/49XMa0NSEWmSWlzdRxDT49yxx7l47/AFrJNzKGdvtt35jAHLJkH3+lAHU39lfm8iJutFhO0qq/acbs9+tQRWupxpDDHfaCSq4H+mcsM/WuRvpriZyDNLIYkz86Y6+3b60+3t5biOJJJmwoypCZxzmgDt7qLUW0CyWPUNE89ZX8wvKQg9lOeT61gz6brEw+bUvD554ImPH61LdusfhzTY3mYMZJAG2DnH8qwrhwI2P2mX6BQKAOMIXyzgA/0p0UeIg5AI4HNJcRmJflbIIAwasRKPLUEAjqM0ATRLH83yg57gc4rW8QosmoaThVwdJj4/4E1ZM0jJBIVAZk+6c4IzWvrTKt9oe49dIQc/7zUAZUgVZshQYzjjHQ1EiIly7A7QTitAKDMQw3KV5BGarQQ5kIDHO7vzQBp27AW2BtbaOHHPzVuaYC+g6mvliN90GQpyDy3NZVrG8eflC4z1HBrZ0xxJoeqyp8p3wqQeqkFv8AGgDFutxZVjlBKjDZ60kxIWBZcMynBK9+tSXEsbgbVIYnBPpimzoifZxnGG5INAFk2iyyfKsZiYEOAPmJ9a0NGt3W7ZnyWEEiAsMHHbPr35qKNT5itG2QTz647mtLT4912zZ6Qt/KgDmIbhptNhwuNowR71mzFzbsSoG45rcEObGIk8GPP1rCvcpAHTptxg0AUQMon0qDJWcD/aFSu+2NMdgMjvUZ5kQn+8KAMp8bSKLIf8TSz/67x/8AoQofnIPY0tl/yFLP/rvH/wChChAfWlr/AKz8a1U6Vm2XLtWktdCM2LmlzTT1paAJUNSCokqUUAFFFIetAEZ60A80N1oHWgDiPiW0aWWmySSHaLgjyuACSp+b6iuOtbe4u5Cba3lmdRuIUbsgdj7GvQ/GkcU2k4e3a4MThvLUcg9Aw5HT+RNee694n1dLcR6FbDTbVT+9gjUPI3+91G3r0z9fTzMTR56tzupStTSR7Dpu46Xal444mMS5ji+6px0HsKyfF008WgTR2u/z7hlhVUXLMGOCB+GayPCvjBtSsoLWeBLW6WIbY2/jUDqB6juPfNaeu20utaVJZGR4C5GJYQQ6c8leeuOPxrtlrBx8jlStO7OGm0tLCy+1ajewWRYkJb7d8x/4AOnTpXf+Gb2yvNAtPsNys8ccSofmG9SOMOOx9q5ePwTYLGyk3WDxhUXH6tyfesxvBmuwXzTafr0ltljtZbYIwX6hjXLhoqlrZm9S0t2j1LtSHioLIyfY4xKzPIqhWdurkDlvxqduldy1OYY33qbnmnN96mH71MRYTpUw6VBEc1MKBDhTx1plOHWmA4io3FTdqik6UDIk+9VlOn4VWX71WU+7+BpMDzVQDK0n91yp9xnvROzhVTKdc8HJIqohnS7uDHtfcTgOTjr0qSco7Rl4ypTkMTyKxYyaxDPDGAvzSFpBIny/XitGxMs73CxkDMTCNxx82P8AGsi68hNOlkuWxCsW4hW2OvIxtb3PatnSGdrQOcB3hLgBQMZGQOKAInUMkYm2mVgquD1zjHP496zJ4xN9pjSZDEseAu3JRvX3rQv8FI/3ixXTKVSYrnbx39qx7eWZ7FnlMTyytsEsP3XI74PTP9KQytNpPnPbPE8PmRy7ijrlG65z6H3rReFEubeWKE/vXjZ3U5AJYdfwqpaOIr6S7WUGAfI6Y4GOrfStdJIWjQQg7Y5o02nqBvXH4UxlHVrpodQnZbUiES7WkLE85/iHb8Kzr3T0ubmK6htw1wrBd0hIBTuPfNax+1kyPtPliWQup5ZlyfX0qhNqtu9xNBFOzSRNsZIyM5x70gOa07TW8lopGUFHO0qP9Xzz/wDWrS1jTSljerHfTNHHbsXiflHUoen44OaZCJs3CxFA6OJE3Eke4PfvWlq/nT6JdzvCi5t3AAJyF2mgCCeG6a10xhIhhNjEEjOQUbu4PY4xTBBehHje8R9x+SRl+dF9M96uGWP7HpKNIi40+Nyu7BwOckU3ckmSoBXr8pBBoAwb+A/brjdhyttwOx5FGnna6DYFQRDndznvxUt+cXt0wUtiADA+ooiRMKfLUMFGG4zigDRuEC6NaqOcSOQT3rkp7ucX7xfI8BXfHKufxBB7iulv2ddMsSqswDvnB9hWJMA6kkFd3XIoA5a40fUXi4sZifZDUy6Jqe0BdPuOgx8tYFzB5Lf62RlP+2akSFABmaXB9ZTQB0ieH9SlGJNMuAD1wprQ8Q+HtTur/SXtbCSaOCwSKQLj5WDMcH36Vy6WUBZczT8/9NTWl4ktlW60ZA77f7NUkCQjOGbnPrQBoR+HNb80E6dLjuCaLPwtrCvL5lhIA2AuSPWuYEEYjfMko44PmNx+tNt4YShDtK5zjiQ0Ad/H4f1NI9psZGUqQy7hzWvb6DqCaLfxi2/eSeTtBkXLEbs9681tLSymVgzzb0bBHmkGui0i1tY/DGtDbI3+q3fOSerdKANC58KavzstFILbgvmqP60278Law1zCEtEMSgE5lUZ9e9ckLazN1KnzBFfjMpPFWLyxtBcqkK7fkyCznBNAHdReHr+ORG8uMBR2lXjjp1q3ZaZcW1yzSpGqmJgG81SB6DrXCRaPaSAM2YwU6Fyckj61f8PaZbLqCyqGRgrjDOTke/rQBqtpV0thFHti3rGFI81eD+dc5qGh3vlAhE3AEH96uMfnVQ2Vj9kDYDZXIPmHOazru2tUjHy8np8xoAsPp9xGFLLGGUdd4OfaqzwyiQEqMBgT8wqsILUjGznvyahEECSptXncO9AEEkTAngdfUUWcbf2nZ9P9fH3H94VWcJubK87jzTrIAanZ4/57p/6EKAPrux6mtOszT+prTFdCM2IetLTW+9S0ASpUg6VElS0ALSGiloAiPWkHWlbrSUDIprWK4B3jkjBPqK5HX/h3Dq8iT2t9LZzoMAoflPOeRXaCnipcIvVlRnKOx5xo3w1vrDUYbq/1IXRtpRJblSV2EZzn1znmvRkDBAHbcccn1qTtTKIxSCU3LcTbSECnN0phq9CRpppoPWkPSkAx+opp60r9R9KaetICWI9anWqcTYfbVtKBEo6UtApaYDx0pknSnChulAFYfeq1H938Kqj79WY6TGeZBf38mGiILHH71QetLJZyFz5b20inP/LZePTv3rCg1CGC+uY53DqZmKErgqM/dovb6JWSSAOyqCVwn6H1rFjOgSzuRpHlPbQ3UrqPMjaZcN6jJ4q/plpqC3M0JjQW4tsQjzQXzt6E+3TNcJJ4nWzeFYxmKSTbKrjJiz6e1dbp99Z3Ucq+Yjr9mbcMfw45oA0rvR76aCIeXImAN3II6Dr1rLn0PUYoJbZLMlRH+7dQR17VyLaxHphEKu7255XBMm3HY/XpSaz4ii1CKFLUtHPE4cbgQOOoJ9KQzsbHTLxIoZJrGeKRJOVCkhhg5zjqKmtdNvjMu60nVzcKQQhA2BhgHjjArkbbWoYvNAjZY3y23cflPtz0q7o+uQT3NsITIySzRjJUj+IcGmM6ueK5W6nY2VyASRkRk5+Y1zuo2N9LchoNJuw6thZ1t8MoOMnpz06VLd6ytvqlzHJHOB5rYbr3rB1HXfIUxwRXDljuVueDSAu2Wn6lFPcyTaPfHBwpELYdT6ehqbU4NWfTpbe103UZEkjZfLa3YFcrjriuVh1545p5HLtGwGUBJxVy51oyWbm3iuGV42CtuOMbTzQB1Vzp95b2GmRSaTcTFLNVcpDuKHoR0/MVRWG7gjOzSL/d2VLZgP5cVFNq50/SdKRoyB9hRvMMhwTk8VlN4ocFFbzfnJK4Y8/SgCe8tdSee4ePRtSO6MKALZhk578U1V1BVw2h6kGwAcWr/wCFY9xrk0stw8jzBWI24YjFPfUEmjKkTgkcNuOR+tAG9e2uoS6HZuNI1Bj5j/IsDbl46kdRXPz22p+Xt/sXVDz/AM+zf4VauL+eLw9YvJJO8hldSysQeAMZ5rJk1mdjtEk/HPLGgDkZgNpBbJqWOLKAA9R6U2fDZOMVYjACrQBOtp8oAbirfiOAyXOiqrtn+zB+jNVO4uZIovlj3DIAI7Zq94gbF5oZBwf7Px/48aAMZIG8vIckc9ajhtw0qsZjErnBIGfpV7gBzjOeuKhgIkgZUxuU5wf4eetAFm3s45QRKx3A4LrxzXSafaCHw7rKGQtvWH+bViREK6M6EeYcEr3rZsQw8O6zGoYNthwCenzNQBhGxiNxsDuJMkFgOD6VE0Gyco581EyDjrWqF/01fLiCMfQ8UwIY9YkilVfm9OnrQA20jjdnTLDy8HafpmtrSIohqSNvG/Y4A9sVQEP2cSSHlWcH6dsVo6VGn9rRkKdwRsgjoPrQBzxtkWzV1ySVBzWbqEahVIznt9KtC8LgQ7MKkS87ucn2qjdPIw2SgHDYDjjIoApy27LNvDnBGSDSKg81cetWpPmIPA4qDI3qRQBnSrl3/wB40lkuNVsx/wBN0/8AQhSyD5n/AN40WX/IVsv+u6f+hCmgPrmwPJrVHSsjTjlq2B0rczI2+9Thzimt1py0gJF4qQGo1qQDimAtFFFAEZptPNMPFADhT1qMGnqaAJKYetPFMPWgBCc000tIaYDD1pDSnrSGkMiPJFNalY4fFIelICHJEwIrQQ8Cs1j+8PtV2BsoM0AXF6U6mIafTEANOxkUwHmng8UAVcYkqyv3T9KhcYbNSococelJjPGlhR5pleJWDSnr9akuUtmXKqqeWpLLjGMU6MBJ3DDILt/M06dEEjSK2SYyOeaxYzMhtNN8uG9mtDIsu3/VnJGe5Heug0aG0uNSmSJUML27oWU8nIPb6VkxW7afb/aLNUVAmCvXHGAcfjW1oUU3nxC8hMMosj5hTuSPvDHXINAEUmiafEoTawIQYJNcV4g057N5JI2ljuXXftDFg+3tivQZoo5oAshyBlQx6gY9axtRt3doAzkLEARIB8yHv9R0pDOf0rTYrizAuHE7hvnCkgEemTVzSdOtrbXlhiM8UcU0bRxyKMHLDJDZ5A6YqxpFszXEgbcyGQgYwd3vx0oElzDqRjaXaVvo9iSKTwSOh9KYzX1q0s7i8ukntt/zN+8T5eTnjPrXPta6PKRauF8z7pJHzE+me1bN7Pb3Or3DedJsSVlUISoYZ549c1nXun29w0vmvuh2/KTwy46c+vvSA5S1toRc3gYRfuxjyjnn0/D/AArXUWctpKVszH+7dDuHyAhT0+tPtUEV1HIjCRJE2OcfMp7HPWrlx5S2MyFndPJYEBcZ46nFAEd9YxzWejSvDG4NiqBpWwoO5vlx75rDuNLQuqlMfJ90yZKn2NdBcRLc6HpcMj5BslIBPI+Z+lQrEhABjAyCpPtQByk1qkZuYRwV2kA859amSHf8wUn2Bqa5EkKSAlXjEgUNj5lqTykM6zqCMLhsdD7+xoAddQlvDmnZJOZ5eM+wrDaFg332A9M10V44/sWxwM4uJv8A0FawpGAJJIHHegDmpHYuyBgR6ntVyByyDcACDjikbVtUifBuYyfXyl/wqVdX1nblb9R/2yX/AAoAnk4hcgAlRuAPqORU/iFna/0VVKjbp65z7saoSa/4giLBb7dxnHlr0+mK1tW1vWYJNLEOovH5tikjsyK3zbmB7cDgUAUNmYJNrjNR2Zi/jyrPwSB1xVtNc8RhC39tHHp5Kf4UsXiTxGR/yGZBzjHkocfpQBcKL5WDygI79+1adjC8Oia3IUY7vJI46jLVljXvEyj/AJDbgZ/54J/hWxZa7rn9g6nPNrcjvH5ZifYoCHLA5GOe1AGKJnS5XMRAI4J4qYBP7UjLRNuK8kHvipm8Q+KGcZ8RMQe/kIf6VXHiXxMLsxnX5OAMMIU/woAvKFj8yN1JjY9D0FamkxNHdjOT8hwDyVGOma52fxJ4uTK/25KWK7gPLTB/HFaHh7xLrd/frHdavPKoRvMjMarg49QKAOeIj8iJyu0qqj7vrVW4CShmXeyKw7dDV/UPEmuxi23a7cHzow5zGmB+lUJtZ1l4UZ9WlcO2Adi4P6UAV54mG7rtI7VRVXi8tCOOxq5Je6i4bdfyEjsVX/Cq73F1uTdct154H+FAFOT7z/7xpLLnVbLH/PdP/QhSTSzGRyJm4Y5zS2EjNqdnubP79P8A0IUIGfWmnH562l6Vh6cf3lban5RXQjMY55pyGmP1pyUgJhUgPFRDrTx1pgPozQaQ9KAGmmN0p5ph6UAIKkU81GKevWgCYdKaaUUh6UAMpDTj1phoAaetFHeigCvJw4+lHalmHINR5+WgZEf9Y1WbdvlAqr/Gamt/vHmkBoxnipaij6VLTEN708GmmlXrQA2QfLRGcI2ewNOccUi8K3+6aTGeQb0kkkyzKd7YIH+0ajmMhnWMJxg5YdvQ0Jf3InkC3TKPMY4AHr9Kim1/UYb8qmsGMBM+UUABH5daxYy7a2xt7Yx/NsIIO7J2k/zFbOmWskjMyK8J+xlDG2ePlwPpVOy1XUGXEuoygL7Dke/Fa1rq900jbbxmxG5xuAJ+U98UAV4yJ4Bb7GVhgNHINpP51QvoEnh2MCGzs96nvte1BIVlW9dGOMDAb8OlZt/4tvLYxEXzsWcKCpU4PvxSGZ0di63BMcjxP5hZQCcn3rZAiur62uF28yqHOc5O4dqx4PG2qXcjus7rErnDDafoOlb9lrN48sAW8MhkkTIZV4Gee1MZUu2hn1O6OwA+aw545z1qpKkfkuhljDckMWHFbN9rlxb39zEbwFfMyrMq8DoV6fjWbqfiO7s7czecj7T0CKMr+VIDlLWUQXEge5RJIwCCGG18+taN7ewi0uWM9qhEbYeOcHnH1qWz8U3tzCyxXMM7KcbjGuD684qW78TXMMZUlFZkJX9yh7d+KAIp7m1/sTR4pZIo5fsSsrMwAPzNVaO8tlt1Ju7cNt5xMv8AjWxJ4guzpOnNNMkkslsGIaJSB87Djjpx0rIGvSy53NbEgHpCo/pQBz13e27CZRcx5MufvjGKBeWcZdvtMORzkSjn9asTeI75ixVbdT5pXBhUggVJ/b10V+SO2b+8whHHvQBHf3sDeH7Gfz4yjXMwUswA+4vesFry1Yczw5/3hXU3/iC9XQbZz5DK9w6bDANvCqc49eaxDrtyRzb2H/gOP8aAOOMhLYznHGasLN8u3HaopVVZelSKFXacDI745oADAXk3oAHAyT6+1auvsxbRyRg/2evH/AmqujAsGx2q3ruGk0nj/lyA/wDHmoAzGmkiiK9N3UgdRViCSWRFJTIHSmYRrcjPy5yN1WIAiw5HyjHAz0oAlV5lckKzIRjDc4rVtMnwvq8aoFwI+Bz3aqqHEakc9zmrcckbaLquwZ+SPKjsctQBlTvO+51TOeeOtVprl0mWQ9WAUt6GnRXpSfMsZChiCy9vSonjzPIhDFc7jt5xQBoi9nS2KrEzlCDwelWPCxmbXGkwRHIrMFP06/pWZFKYrqQRtuLbSqsxHHcV0mhrE1+LiNcMysGweKAOVEcht498qkMMgelRT7441TbgA8EU6ONZAofIwmOvI+lPuFHkxqxPXgmgCo+/04NVGLeYo6gHrV+UDpnaAOe9VGwQCvQ9KAM+feJ5cHgsak07/kJ2f/XZP/QhSTr++k/3z/OptIjMuuWEYGS1wgA/4EKa3Ez6ssTiWt5D8tc/aZV1Nb0Z4rclg3WlXrQcE04DFIB69KfTF6VIBTEKKaetKeBSGgBDTTS01jQAgp4qNaepoAmWg9KF6UGgBrVGae1MoAaaKDRSAjeqxPFWmxVR+ppjIyeTT4WIlGDUJPzGnIfmH1oA2IzU4qrA2RVgGgQ400dadTOhoAkIyKaOjf7ppQaB0f8A3T/Kk9hngL6PvlmYzPuaVz16ZPSoZdOWBzuKtIFyGPUit2Pl3AGTvbP5miS1826ChQVKHryPesWVYqWukXTDK3KkYyVJ/rW5pGlTwyTSySoXNvIoG48ggkfT0qTSYwtujljgoBtPbFaNpKVvVjODuifLhfY0BY5r+w4540M0u4KRwDnFZGr+GBaxidXzsP3d1dXIkywg22xyGy6Hqw9B2z9azb/fK/lv8uPmIIyoHb8evtSA5eGwZ4ibY+Wu/b+8GMH3re07R4I9WilLxErLGfl7nIqfTciGeOVRIplzkY49jWxBFEJoxFbRAGVWIAABOev1pjMnWtJL310XlU75SeRwPrWDPphVRtAU8tnPSux1SVBe3CqwaVHORySfasC4dZk3oRwp69qQHLQxsYykWwjIAVhxyasXNrKjbWZRlTtcHjdjpU9q6NDcCQIjx4cccYFWn2TRFevnDcnZWHXH+FAEGqQbtJ0XZJGhFmFIx8xHmPzj0zWY1v1Erw59BW7etG+kaMPJUuts+c5OVMrjHFZ7QqGMy7SjDBGPun2PWgDAmjMSOxIO2TA20gj3ybynzYpszsgdWGd03Y1eRkOMMpI6jNACXwMfhmyUDk3sv/oC1h7CvBTNdDqLN/YdptUPi8k4B55Raw3IYkA7fc0AZMjbpR3wamjXknB/Gk+0wBv+Qav/AH9NWEvoh/zDI/8Av4aAHqDgAdata2377S/+vMD/AMeNQpqEYIzpMR/7aGrmqahDG9h5ul28pNuCnzsNoyeOvNAGeUzACeMetORXMYw5CsMjj9KsjUojHzodrgjH+tb/ABp0epRbMJoFnt9PNb/GgB4jkeKMqRnI3AjtVyML/ZOqsDiQxR5A4xy3NRRa4SvHh+0IH96Vv8auWutRyaZqTyaHZRhUTzFyx8wc4Gc8d6AMlLfzBJCxJZvUYP1qJ7Yw72Kszxt94d/rWjB4kjNwuzw5YFx3Mr/40/8A4SHLSr/wjenMzcP+8fnn60AZhtUujG6D5vvN1BHtW1oSta6iI/OYCUs3lHnPHUHtUcesNncvhzSxxjiV/wDGtDStUabUUB0TTISqtiRGdmHHbJoA5eNd5hxtzswOe/vVO6lkEyK64A6jFaZ1wAps0HSRuGVwzjA9/mqvc6m8kxJ0fTgwH8Lsf60AZhcGbA3HIzg9qqhx5jptIw1X3upHORpdkvHUFv8AGqL3J35Nnbqc84z/AI0AQXGRNJ/vn+dX/Co8zxdpS/8ATyn86oXExE0oMcZIY5ODzUuk3/2LV7O6Cxp5UyOWx0APNCEz6vjXBGPWtONves6Da0aOhBRgGUjuCMircZxXQIuAinjmoUPFTLQIkUVIBxUa1IDxQICKafSnE0w9aAEpjU401qAGggU9TyKiNPQ80AWF6UppqGnmgCNqZT2NRk0AITTc0ppMUgGMarS96skGqsxxmmBVdvmPNSRcmq0jfMcU6CTDjJxQBsWZxkGry1nw8YYVeQ8UASU1hTqQ0AIDT8Eq2Ou0/wAqjFRX19Dpum3d9cHENvC0jk+gH9elJjPF7e+j+1uFZiDKyYK4AbPc1PJeKt3GoyWx8yZ+YVRs9VEsbXY0+wDs+/BhYnJOf73oaludUha8FxDpelm5+5mSJwW9APmrEpFzSbu6E0drLblISDmUnO5j0AH0zXQ6e5ElxEhOFiYgMOjbT0rB0DxH9qlmtptL0+GWGRt6KjAgevLd63dL1sSOzJZ2jARO4ZFPzAITgc9aBmTPbtJLHcumJIkOdjMAT9M1VmujI8YXKtuGQyVfGtW806edpMKxTMFUklSpYYwRn0rPmntbWX7IumWqgNkR7mzg/wAROelIDPNzJHLcmxI+2RuT5TDiUVuWEk7tbiQuZCVLEjH8QrDhv7SadUuPD8XmK2Y2guCQPXn1rTtZ4jqMawaXCX3q6hrs/wB4ZyMUATa26PqsqD5ZAwOQ2CR2OPrWFKJEs5ZQHB5JC85q7r+rabBqdwJ9IiL+Zjf55AOQMnHYc1lNq+kmJR/Yw8opkEXBwfUdKAKNuVZJUmjYsy/eA5Aq8tnstNqSTSRDHybfu4HY9RVa11LRZ4WnTQQqnCnbd/8A2NKb6zjvfL/sGQRNysyXuVYf989aALd+wk0zRYlaRW+zyNx3XzXzWa8TeXJDueRM8ZUj8DW3f3WmTaXpbNo6CIW7CPbPtZV8xgQeDnkE/jWO02i7iBpc34X2OP8AvigDm2jYQ7J8ZVgRjqCKuZAZWyACvFWnfQfKL/2NPw+3/j+5+v3KR00InP8AZN1/4Hf/AGFACXTf8Sa1O5f+Px/x+Rayti8jArbuH0g6JDENJk8gXLMM3R379oyc4xjGBjFZZGjAf8g26/8AAz/7GgDmVkBkAqwcGqca/vBVlUoAnEvGRVjWXy+m5/59F/m1VAq8elWdYH7zTh/06oP1agCPzB5eAeaXIWFmHLEcCo8AQ571MqKVAKg0ASwuvlbgSC3UE9TV6GVX0PU8H5vKUH9apxonIKDjpU8W06fqu0YURIP1NAGdbSSYd9uBnGR2pVl8tnZ3JZhjJPc1JBAvzcZAHekigjkVsqG570ASC8jUxfKzgE42jOOK39FlV9QUqQflb+VY0djEEBXKk84rW0ZFj1FcLt+Ru/tQBzKEG3jGzGB2prkLIGx3zViIDyYBjPygn3qG4wZwMdqAK7zgMRnv/Sq7urHNWCi+vNVnTpkjNAFa5/184/2zUHbFT3X/AB8Tf75qEAHFAM+m/htr0ev+C7Ri4N3Zj7POM85H3T+IxXXrwcV8t+EPFd/4S1cXNkVaObEc0T/ddc9/cetfUwAIBBOCAc/WtosknjqwvaqsYxVhelUImGKeMYqIU8dKEIcRTSOaUUhoAQimlR3NPzkU080ARPtH8VCEE8EGkkHPNJGRngCgC5GBgU8io0qU9KAImWoiKnPJqE8kj0oAj+tKMeooPFAP0pALtB9KrTxj/Z/OrmMoDgVTugMHgflTAyJkZTnjHsaajKGG7OKZcDB49aZGMgnJFAG7asDHwc1opWLaO4ZRmtmMnvjmgCQUp6UCnY4oAi715X8bPFS2GjQ+HbaX/SbsiW429UiB4H1J/QV6N4g1qz8N6HdatfOBFAmQueXbso9ya+StY1i717V7rVL1t09y5dvRR2UewHH4VEmNI6qyuNRjt9qRgJhXjbHUAdDU7/ariE+fIQB8xwfu1Pp0gt7S1SdyYwA3megwODTppRNKzrGqpKhRg5ICnsR2NZlIz7F57iQSyAi7kHlrOo2lhn+L3rsfD7SrcTxiN0SKylC5XbhvLOao2my+ieGYK0ecgxn0757Vp6DG32qVPMllQQzqvnqcoxVsEHuCKBnEyXt84W33pwu6RSPvVV+3zmeAzyORysZdixj9s1u27G01C4uJrNo5QFCSKA6Mvpg9O9QvZWt2GR433csrZI2t1xx9aQFBJ7pIgu4SQu3I28g1Ys5kfXbWQM4uEmVMoxHBYda1raHyI0U8kc+tSeXCLgTiJfM3KxYdyOlAFHxBcFvEF9GERMuSS68HoKxZUeC18tDG8Zy2Nv3fZa6a6QXN7JdNw8jZZcZB9uageyjaMRoSiBSAoGf50AclFdy2MEr7gqE/dYZ71bkv5TCqw3ET7mztK+1bJ0W3eExyEuCc5KinW+k29qgVBub++wGaAKGrSyrpmiDzCiNatnA43ea9Y7PIJAJJs8cMFxXYTWwltraEsQIEKg4Bzli2f1qh/YcLMHaVzJjBYAD9KAOVe5JicA5+bOcUv2mZlY+ZyBxx1roR4YhCFPtMpG7I+UVP/wAI9bYADvx7CgDBlnf/AIR2FmcbvtbDPb7i1neY54Mo+orqrzRT/Z0dtAQ2yUy/P3yAP6VzzRmNyjLhlOCCKAMWP/W1aUZzzUafYg4JvW/78H/Gp1k08H/j8f8A78H/ABoAQDkVPrH+ssM9fsy/zNNE2mj/AJfJP+/B/wAan1J9PaSz864njIgXbiDO5cnB6/pQBRY5QADvTixLDaeh5qbfpG7m+uhjt9m/+yqRW0RWDfbLzPtbf/ZUARxXBaQjggDmtGHJ0XUWIxlVx+tVGOgsG3Xl6u7qwtsH/wBCrQs5dG/se+iS5vWi2je7Q4IHPTnmgCig+VsHB55qO3dUO1myTzwOtXFvdAAP+lX+T/07f/XpY5/D6DK3GoE+v2b/AOvQBKpBA7Zq5poxqKf7jfyqn/aWhYCrPqGf+vf/AOvV3T73S5b0fZ3vWcI3DxbR+dAHPQJ+7hbH8AGc1DOALjGe1aK3OkLGqo16QBgHy6pXD6a029XusjsUoApcc81Wc81cZrQH5TP/AN8VVeW13YzN+VAFS6/4+Jv981CO1WbgR+dJuLgluRiocRY4LflQBK/CZ7gZr670mf7Vomn3H/PW2jf81FfIrcrX1P4GuftfgPRJup+yqp+o4/pWsBM6JKnWoE6VOlUSSU8dKZUgU4oTEKtNenqj9lJpWhkP8B/KncCJehpvRuamEEgGNhpjQS54Rj+FK4yGccA1BGeRV1reRk/1bflVZbeVX/1bflTAsx1Mfu1EkcgxlG/Kp/Lcr90/lSERAnNQ5+c/WrAilz9w/lUX2eXcT5bdewoAibrTM1ZNvKf+WbflUDRSBipjbP0oAsL/AKkfSqU4zV9FIQA1RuMh3HcdBQMwZ8ZP1qONsZBp0xy57e1RDg0wNa2+8tbMf3RWJaH51z6Vtx/dFAEwp9Rg9KkoEeWfHm8SLwjp9lxvuLwNj2RT/Uivn0CvXf2gLwtrejWQPEVs8pHuzY/9lryIdKybLR3ljdONOCxbEdowFaVcgsRgcfWp5FuWso/M2gggvD/APp70ad/ZtxpSLO90wQA/LH0OO1W4JtEiRUaXUlOcEPB+vXpUjGW0yRTyNDBlgC5ijlAV891P9K6PRrhpb6J3laWH7PKWkJ6AIeMe1Zck/hp5IVurm7jefADywY5HToeK3tHt9Ktrx54Z7l1kSTK+Tj+Eg454oA5J7mWbToz1Mjbo2B5A3EYI+gq3x8uBjaoFSSadoiXKTpf38XloVwbX5W5Jz973pm6JzuhdnjP3WZdpP4dqQBRRRQAUUtJQAUUUtACUUUtACUGiigBpGRXN+IYVS4imHBcEEe47102K5/xNEjpblrpbfBOCVzuoA4KJQc1IqDrVeNiAakDn0oAsYFWNVC+bY5P/AC7p/M1RG41a1Q/vbH/r3T+ZoAjKKWHOc0qxbH3A5x2qLJBzT1aQ/d5oAtb82+SOM9Kt2kiHRNR2kqPLXj05NUQjkYwMHqKtwB00nUQcY8sY/WgBJXUxZDAnHTvSoSI0xVaRpGxnBHbFG6VXCnjPegC7GAWBwM+taumf8fv/AABv5VjojAfM+fwxWhpqMt8nJ5Vh+lAGPFIqwpk8gVX3gsTmljTfCMEZxzUG04OKACWbYTlWIzwQKqvKrvlc1OVbHH61VMTJkkj8KAHXZ/fyfWq6npU15/x8SfWoB1FAFztXoXhn4r33hrw5baRDpdtcCAttlkkYZBOcYH1rzwdKcOtUnYR6dN8cvEbcQafpkX1Rn/mapSfGfxm+dk9jFn+5aL/XNef59qXPtT5gO2f4u+OZBj+2ynukEa/0qlL8SfGsp+fxJff8BYL/ACFcvS0XCxtTeM/FNwT5niHUznr/AKSw/lVOTXtbl/1ms6i31un/AMao0UrhYsnU9Sb72pXp+tw/+NN/tG//AOghef8AgQ/+NV6KLgWl1TUkzt1K9H/bw/8AjU0Wv65A2Yta1FD/ALNy/wDjWfRRdgbK+L/Ey9PEOp/+BLVG/ifxBJ9/XtTP/b0/+NZVFO7CxoHXNZY86zqJ/wC3l/8AGozq+qHrqt+f+3l/8aqUlF2Fi4NW1QHI1S+B/wCvh/8AGrdt4r8R2TbrbX9SjPtcMf51kUUrsLHXW/xU8cWwAXxBcOB081Vb+YqyfjB44P3tUib/AHrdP8K4imnvTuFjt0+LvicSbplsJvXMG3P5GtK3+Mt4pH2nRbeT18udl/mDXmVA60+ZhY9ps/jjYLMDceH7lR/0zuA38wK6O2+PHhVhiaw1SE+0av8A1r52Ap4pcwWPpaL42+CXPzS38f8AvWp/oavR/F/wI+P+Jyyf79u4/pXy72o5o5mKx3PxY8Q6f4m8am80u5FxZx20cSyAEAkZJ6/WuJGaSlFIo3457dAq5ZHaIb9p+9jmpp3cKktq214143c59vrUKwwxW5lIIfABfpjNNkiljYAyMA6lsr0OKQGpe3kV35sMwEuQQOOGP9KueCntU1C3IUwzhJlAQkq/yNkf1rE0uzDIpXeJcgthsYJrpvDlpHFrSmMEhUkyD/CShoAybO+WB2gTz3ikDZZjkAknP04rdsCrWcRUkjHBNYkts0V3lJgAQdynIOR0+tbOmc6dDk54/qaQFuiiigBaSiloASloNJQAUtJRQAUUtIaACuZ8YOFhtRzyW/kK6auW8Z/6uz+r/wBKAOHi6H609fve1SJY3QB/dH8xUy2NyR/qj+YoAiU1Z1Lm4sh/0wT+ZpBp91/zy/8AHh/jU95ZXEs9syKpCRIp+ccEZoAoMATinWxAJQ8Nn86s/wBm3Zb7if8Afxf8aP7MuQwbCAj/AKaL/jQBKlT5P9m3/wDuL/M0os5jjiIMfWVanjsZmsruNpLdWdQFzKOev5UAY8pyCy8c8/WrKsTAFZRnPJp7aNcFnUTWm1uebgDFWINLmVSHuLP2/wBIWgCv5vlhQx4YZGa0tLbN4mDkbT/Kq8ulGS3ZTd2O4fdzcDg1a022kgu1aW4sNoU5MdwGJOOOKAMCFdsQZRz9aYOc561oR6eUUK91Zcf9PAqubQozH7RaEZ7TigCo3Tiq0v3Wq60QXI86D8JBVaSPIP7yL/vsUAVrz/XyfX+lVxVu6XdO/wAy9fWq5jOeGT/vqgCwvSnjrUasAoBIpwceop3AfS0zcPWjcPWgCSim7hjqKN6/3hQA40lIWUj7w/Ok3L/eH50AOoqPcv8AfH50mR/z0A/GgCWiocntKtG8/wDPRaAJqWohIP7y0eYP7y/nQBLRUfmf7Qpd4/vUAPoqPev98Ubl/vigB9NPem7l/vig4/vCgBtKKT8R+dL+IoAkXpThUYOKeHFAEg6UUgYUufagBaByQKVVLDgVJFDI7DavGep4A+tAHQtAs9kULMQQBkHmg2qTxGKR364RgelTQ6dc4bzbvTkj+8mLkZz78VIPCqzZLX1ntYZwt6AAfbigBLG2e1gYjdM0fG4nG4dhW74elc67FCYiqlHKtnqNhrGl8J3yoqWusWq88CS9BB/Sug8P6Zew6havfXelhkL73jugSSVIHH40AYDapbTvJE4YXCyEKCvKnPrW1p2P7PhwABt6AYrNu/DFxPqMs32jTtpXjy7xd2QfpWtbRSw20cc5jMqrhjG25fwPekBNS0lLQAUUUlACmkopaACkpaKAEooooAK5bxr/AKqz+rf0rqa5fxlFPLHZ+TEZMFs47dKAODjMWASUH40/dD6p+dUKKANIGHHDR/8AfQqS9kheaDa8bARICQw4NZNFAF9Gi8zlkx9an3W/96P/AL6FZNFAGuptscvH/wB9Cp4JbZbG8UyRBmQbRuGT1rBooA2JHtc/K0R/EUoltBGBshLA88jpWNRQBtrJZLOgbydhGcrjg1o2M1lHqKS/aLWNVVh8pC5rk6KANVDa+SpYx7j1+YUD7L5ZGYvzFZVFAGkWgH8SfnTWePB+ZPzrPooAtXLK1y5DKQT1BqLI9RUVFAE42/3h+dLtqvVtB8i8dhQAMuIl+ppuKnlU+RGcH7x/pUQU+lACYpQtOCn0pccdKAEcYgB/2sVEQBViRc2pOP4xUJUkdKAEHK5paTYTjAOKdsbHQ0AKq7lfHZSaiAzVmBGJkGP4DUSpxmgBgTNHkj1qTaR0pwVsZxQBDES0qqc+lHG4j3qxDD/pMZ2kEtUbQ5kfqMMRQAgxinYphRlOOfangMeO9ACbacw5pxicU+SNg4GMfKP5UAQ49qMCn7DQIye1ADadt+UH1pfKapGibyo+PWgCKpkYFqiKsDginJHySAenagC9CUXqwHNaVqRNp10gCn5gM+pOKyYrd1Hyl8GtS1jK6Xe7txyVOPxFADRchLbyrlCApxuXkdafGyhkaNFTH3cdqqFUYsAzqfVgf60jCVChBIGcHNAG7DOwKtMwcgg8qDjj1qfRZMeLbZ2UZdXBOeo2k1hRsyEncST/ALXNaOhk/wDCQWZdJFdNwweh+U0AOmuhI8zQsVYFkII46mum0+TzbCF+eVriLoOCzqHX53+h+Y12Oi/8ga1+Vl+ToxyaANAdKKB0ooAWiiigAoooxQAUUUUAJRRRQAVyXjg7Y7E+7/0rra5Dx39yx+r/ANKAPPqKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK1YUzDHx/CP5VlV01pp93JaQslrKVKKQQh54oArTJi1tiB1d8/pUMicLW3PpN4bGzItJjiSTcAnI6YqrNpl8RxY3P/AH7NAFMKMDA4pPLGOBzV5NMvdv8Ax5z/APfBoawukOXtLgD/AK5mgClIuNOLY5Eyj9DUTRqY898da2LrTrj+x3xbSlhcJxtOehqk1ncqnNtLyP7hoApxKdgqTIAOasfY7gpkQyYx/cNOgtJ5oiGtJd38XyGgCKGDPnsByITVVIshcCt2w0u8ZLz/AEebiBsbkPqOKrQ6bertP2WbOO6GgDMWEkkEYp6wOPcVopp97nJtJsH/AGDVmPTbsgf6HPz/ANMzQBlW6f6XGhUDLjBphj+Zx6SN/OuhttIuvtcJ+xzffHOw1RfR9QWWU/Y5sea38B9aAMqWEFlU8HNSLARJjjmr8umXonB+yT8eqGniwu9wLWc4IPTYeaAKfkkDHFLdRFLrbj/lkh/8dFX/ALBdEj/RZufVDUuo6bdLfrm2lx9nj5C99ooAw2Q46U9I/lBxVySxuAMCCX8VqQWNwVx5T/8AfNAFQRkjpSyJ+5gz3Y1dSznyR5L8n0qSbTblbS2cwybdzdF+tAGWYxkU9Ii33SA2fSriWsu//VOR/uGnxWVwF/1L5z/doAZDuZcheRxgVoRRv9guzxt+TH/fQpq20m1f3Mmf92tCO1uBpd4wgkOzZkBefvCgDKmVWV1YZBHSqDWwBHzSgHsx6Vo3QcI21HDdl29aqMHkZCYmGFwSRQA2G3KXDuwDALjJ6H3rX0SRzrCySDBKnLd+nFZg2gffAFXdKlL6hborg7iQR3IwaAIJGCM/JCFmJ3dPvHpXU6SQdLt9pyNvUfWuVkn2lo2K/LI3X/eNdFoE0cmmIif8syUOPXrQBrDpRRRQAtFFFABS0lFABSkHHQ/lQv3h9a93wNvQdK4Mbjfq0orlvcfLpc8HwfQ0YPoa9UIHPArmiAc8CurG1Pq0Y9bnz9DOvbTcOW3zOPrkPHXK2IA7v/SvU2HBrhW+9XfkuG/tLn15eWx9TmOH+qRi735j/9k=", "path": "002102.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002103
Men Tshirts
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", "path": "002103.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002104
Men Tshirts
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", "path": "002104.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002105
Men Tshirts
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", "path": "002105.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002106
Men Tshirts
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", "path": "002106.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002107
Men Tshirts
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MKeKaQnIy7mQopIOK8VLF9YvJRyGuHI9xmvU/FeorpukyMGxK4KRj1Y9K8ugj8tQOvqaiTsj1ctouUnLoe5+A/FtqNEtrC/uBFJF+7jeQ8MvYZ7EdOa9FUgrkHINfLaXZSFkzwRgjsa3dK+I+u6C0McciXNkq48mcZIHsw5H61vSxHSRzZhkr5nUovfofRFL2rivDPxH0fxEUhLmzuzx5MxADH/Zbo36H2rswcrwc11Jp7Hz1SlOm+WasPooopkBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACClptc7rnjDTNDzHLL5twB/qYyCR/vHov404xlJ2SE3bc6OuU1zx1pGi74/NN1crx5UBB2n/abov8AP2rzfxH491LWA8Mcv2e2OQYoWK7h6M3VvwwK4ySRpCM4AHYcD8q9GjlzetQylWtsdpr3xN1fUdyWbCzgwRiI/Mfq3X8sVwss0k0pkkdmdjkknJNOYZpmK9OnQhTVooxc2yaLkD0LVPI24c1DHwij1zTiK2sQxpGRivS/h1rnn2LaVO3723/1ef4kPQfh0/KvNe9W7K8l06+hvLc4liYED1HcflXHjaHtaem6N8PU5JHvdB61kaRq8Wp2SXMLE7l+YHsavmYgZxmvl5Jp2Z66d0LJkZxVRxmh7lskYOM0xX3EVJoSxoAKbJhRzUxG1ATWbqN3HbQs7kDA9aEhHnvxM1HfBbaWjDMsgZwP7q8jNcFtwa1tfuH1HX2uXOVyVUemKzJf9YR6V9BgaThTu+p5mInzSt2F3kLigSMcZOQKZjinAcV27nOaGheJtW8N3JfT7uSKJmy0QbKn/gPSvUdC+L8czKmrWmEx808H8P8AvKefxB/CvGnIVlz0PFPUFGDAkEdxXPPDQnuhqTR9U6ZrGnaxbCfT7yK4jPeNsn8R1FaFfKtjqNzZ3K3FrcSW06nIeNiufyr03w/8SNXt0VNat1lgA4lJCSH6D+L8h9a86vhnSV76HTRhOs+WCuz10Vk6p4g0zRYS9/dpFxwucsfoOteYa18StRvN0WnqLWI8burEfXt+FcTPcTXMzSzSPLIxyzOSxJ+przKmJitj38JkFWprVdl+J6BrXxSu52aHSYFgQ5AmlG5iPUL0H45rhL/VbzUJTLd3Us8h/ids4+nYfhVTJI5ppPWuSdac9z6fC5Zh8Mvdjr3LEL4KnJqeZw3PU1UQ/dNPd6xPQSsW9Kvm0rVIbwZ2LlZAO6nr+XWvX7K9juI1ZWUhgCMHgg14mG3cZro9A8RppsYt7xytup+STPC+xralO2jPDzTAur+8gtj1pWyOaY/J61jW+vWfkK5vYCjDIJkUEj6VZOoCSNZIXV0bkEEEH8a6bnzTpTjq0WXOFquybutJHdLKOfvVKoBOe1SFmhEjATnpWff3UVtCzyOFUDNWr+8S0hLE844rzfxHq73TMpchf4QO9Juxvh6EqsrIw/EOpvq+oBzlYoshE7fWsZwF4FWJGAz3qqQWbiudu7PrKFFUoKKDJIpr/eUd9tTBCBUci/vc+gpI1aGKCjbh16n3rr9E8ea7pQCJevPCMAJN84A9OefyNcrt5qRBitIzlHVMxqYOlWVqiue0aR8WLC4Kx6rbPaOeDKn7yI/iOR+RrvbO/tdQt1ns7mO4ibo8bAivmAHAx29KuafqV9pVwJ9Pu5beTPOxiM/UdD+IreGK/mPExfD0X71B28mfT1J9K8k0L4rzLth1qDeOnnwjn/gS/wCH5V6JpfiHS9XjDWV5FL6qGww+oPNdUakZbM+cxGBr4d+/E2aKTPpS1ZyhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACVVvb+2062a4uplijXqzGqGu+ILHQLE3F243EHZGD8zn2/wAa8S8Q+J73X7kySyMseTtjB4Uegrqw2FlWfkZzqKJ1Pij4lz3Ie20gmCHo0x++w9v7v8687lnknJLuxJOSSaZgmjpXt0cPCkrJHLKbe4nWmkU6kroIuNIpG4GacaQrmkNCxMHhRwcgMRU5FVkljgiEbHB3ZUAZz60rXIVfljkc+gXH6mi4yQiiSVIIy8rqqDqScVnTz6k4IihiiHYltx/wrLudHu7gq8t0ZDnJBOR+VZTm0vdVxpHbeGfF8mmXLNAhlsycMCcEn/Z/+vXquiazDrmlLexIYwWZGQtuwR7/AJV4FDC1rakRgiRRyDyCf8K3fCfi5tHvmGSYGwLiAdv9oD1Febi8JGUeZL3jso12nZvQ9sMZY8VJFAN2TVW0v7e5hjlidWjdQyODkEGtOAhsGvCcbOzPTvfVFa7by4cjqK4TxNdOltLKzYVRgDP3mPQV32phEtXkdgsajcxPRQOprxXX9WfVr4shK26ZESe394+5rqweGdWp5Iwr1lTj5mNLlgXP3lyw+uKxU1W3mfnepPqta11OlvCxc84wAOprnY4gCSBjJziveqPltGJ5cXfVmmLuA/8ALVfxpxvbZFyZl+marR2qOoY9TUn2OLcDt6U05WG2h01xE6lQx3cEDFaWnWUt8iycRwg4aZhwPYf3j7CrMWhIfKurzKJgbYRwXHYk/wAK/qe3rV6WYuFUBVjUYREG0KPQDtXmYzMlRvGGrPeyzJKmIaqVNIixeRZAfZU+foZXALn6dQv0H51Gzu7EsxYk5JPem80CvnauIqVXeTPtsNgqNCPLCNhKSlNJWB22QhFMIp/WkK0AKn+rPqDTwocev0qF1l4CMqjuSMmmmJ3GHldh6Z2j9KBajJ7uK2bZnzJTwEXkn/CoYVkuWEtwoOPupnhf8TTzZRAhlRQw5yBzU65C89RVu3QzUJXvIdvUAZ2j6gcV0mha+1raC1dhtU5Q+x5x+BrlzvLlhKYyB2Xd+lMgSXyHLZBZiV9hTi7W1OXF0FVi4pHqFrfmfBQn8K6K0kzGXkIVQuSxOAB3JrzzwndGYqjHJzjH9Ki8beJ/Mc6VaTAQKcTup+83936D9a6LpK7PmY4WVSpyLQn8U+NbWVzBZI8gUld78A+4HUj61wsur/aJiZ/lYnqOn/1qol3diQdxzUkcG/lxu9jWLd9z6DD4eNFLkWpd27wGBBB7g09Iu45qvFaGM5SRlz2B4/KrKtOo5MbfgRWbO+N+qHhPmAxxVXO/e/QFsfhVgvKQcJGDjGQTUcaFYtp5PfFCHLsNUZA9akQUxBzUnSmwWhJjFKBmhTkUZwaRo0KffkU+KWSF1eORlZeQQcEfjTT0pCB2oTa2Mp0lLRnd+HfiPqGnlYNQ3XkH94n51H17/jXqmjeIdN1yHzLG4EhH3kPDL9RXzh0NXtL1W50u9ju7eVo5IzkEHr7H1HtXVTxDWkj5/H5JTmualo/wPpfGetGeK5Lwn4ytvEMCxybY7sL8yZ6+pFdbXapKSuj5GrRnSm4TVmOoooqjMKKKKACiiigAooooASoLieO2geeVgscalmJ7AVP3rz74la6bS0j0yNsNMPMkx/dB4H4kfpWlKm6k1FEzlyq55n4k1qbW9cvLmV2KmUhFJ4VR0A/D9ayBRcHN85/hb+eKAecV9JSgoR5UcLd3cdTT1o3UZzWogPSminHpTRQAGkNLRQCDoD70ynHpSYoGNIzRtp2KTFIQxkBHoe1VJrRXZZECpcDhXxjd7H1q6aY6b1IHXqD6GlJJjRq+FfEsulytaXG7yGOSpP8Aq29R7GvW9N1DzUUq+QehBrwa5RpMTL8rqOfeul8NeK3sVEM+6QbCUGepHbNeNjMHzPmgtT0MNiLLlkdh8Q/EOYV0W2fDMA9yQf4f4V/Hqfwry29v0t1wpDSHoPSk1XWHku23M0l1MxdyD0BNYoRpXZiTlj3rro0/Y0+VbmFRucrsHdpmLOSWNSRx+xqaO0cYzirKQYq4wb1ZF7DIkrY0i3QvJcyIGWHAQEZBc9MjvgAnH0qgI9tdLJALPTY7YAbl+d8d2Iyfy4H4Vy5jX9hRdt2erkuD+tYhX2WrK08rTSs7Ekk5JJyajFGc0V8hKTbuz9LhBRVoi4ppFLmlqSxp5pMClNLQAw9aKdTT1oAdgUhFA60tADCM0hX1qSmnrQBDKMAOKfHIHXGfmpzLuUiqQcpMVx1NNCcrFuO/k01ZzESrOMKR2z1xWMVediOeetWZd1zOQPurwKspGkS+9VzHNChFSbXUrJbKuB6danWMDtTwvU04CkbxglsNAp2KXFBGKRdhpGBSDoadijFArEQGG4p7Llc0FfmpwGVwaCbDIzT34ww6VFgo2DU33lK0FLYcAGWkIweaZC5xg9QamIDLQC1RGRnmo3JztHepgMAjNVwd8pPYVRnPsX9Nv5bK7jljcqysCCDggjuK948J+IU17TQWYC4iwsi9M+hHsa+eehB9K6vwb4gfSNWhmLHyidso9VPX8utdFCpyyseBm2BVam5x+JH0DSVHHIsiK6kMrDII7ipa9A+KasFFFFABRRRQAUUUUANJwM14B4w1U6n4gu5w2VLlU/3V4H8s/jXtmv3ZstBvrgcFYW2kepGB+pr52vX3zHBOc8mvSy2F5ORzV3sitK25mbuuGB+nWkJ2knPFNHpQ5whHccV7KOcUGnA8VGvSniqAeelMFO6DrTM5NADqKTBoHSgBaQUtIKBgaSlNNNACGilpD0pMEV5jhWHY8GqSO9jZyMTudmwmR91fWrkyZblsAg5PpWddnfcmNd2VAUYPBBHQisankXEgt4Q8hkYlmJySetaccI2jiooINiDPXvV1BhRU04W3G2AQAUbcU8daUrWxJZ0uDz7+IbdyqfMb/dXn/AfjWldSb2Yk5LNzUejp5dnd3JyNxWJf/Qj/ACWopjlTzyGz+lfKZzW5qqh2PveGsNyUXVfUizgU4Hjmo3b5CR2pVbdHurxj6lD85HFFNUjBp1IqwUUCjrQAhopT0pMUCG0uDQBS0AApCOaWigBo+8M/SqckeJGccnGBVqQ4UkVFK+yGRwMsASBjqaaJltciXEOEHL9/apAmFyevesuxadrpMrkscsT/AFrZPXgcU2rGdGftFtYYFwKMU7FBGKk2G4oxTsUYoAbiinYpCOaAGnrQOKWkNMT3CZPl3DtTY2ztP51KPmGKr/6pznoaBPTUVz5c24dGqdHBxUTssse0EbhyKZC56HrVApWdiWd9in3qGLiEv3JpbxhuVc9aQcQxj+9zQjKXxDz0qSCQxyqwOCDmmEcUzo1O5nNXR7/4C1Q6l4diV2zLD+7Y+o6j9OPwrrK8j+FV/s1GazLfLLHnHup/wJr12vTpyvFM/Psxo+xxEooWiiitDiCiiigAooooA5Xx/KY/CdyAcb3RT9N2f6V4LO2ZDXuXxIkC+G1Tu064/AE14VKdzNj1r2suX7v5nHX+Ijzzmhju69KQ8CmM3yEjnFejsZkiinA84qMzKIBIO/aiAN5YLfebmmncRIeTSgUoUYpaYBSGlpDQCCkFLSCgYGmmnGmmgAooopCK9yPlA/vEiq9vErXUr4z83erNypPln/bA/OlgUKCehNZtal9BzRDqBQB8oqTqKjXpViDHNOpKWgDbtwI9Ei5OXZmP5gf0qkxzuHc1cJ2aVaD1TP8A481UG4bv618Nj5c2Ik/M/Ucngo4OC8hoIZSPWo4GxvTPI5oL7JMD8KYBsugeqOOvpXGeqWE5Uk8U4MD0FQSPsCRg5LGp0G1QKCkxwpaQU4UhiYzSU7FBHNADO9B4p1JQAlJnBpTTT1oAZKf3TH2NMIJUqT71K43KR+FMUZRSe4FBIIh20ZO7mnDgdaCM0FLQKKKKADFGKXFFADTRS0h60AxtNxTqaetBInQ8UOVdSDSGoycHNUS2REbD6MP1pd43K46MQD7GhzvU4+8OlVoXJaSM9VYMv0NUZOVpJE94+boAfwr+pqYDMqoOiqKrFle+P91RuP0HSrMRO1nP3mNDJi7yY/OTmkPWnAbUzTT2oLnY6rwFdta+J7I9mfa3sGBH9a+gOozXzR4em8jWLV842yq2fTDCvpZDlB9K7sM7xaPi8+hatGXdD6KKK6TwQooooAKKKKAPPPiVcc2VqSMMkkhH0Kj+prxuVSkrKeoJFen/ABJnP/CTxRdl08sB7lz/AIV5neD/AEl8cbju/OvewKtRRxVX77K7darFtkpQ9G6GrJ61Xu4y8LFeGXkGutkohiZmZ4T0zuWtJBiNfpWMku5o5TkbW2sK0p5xBEiA/M7bVHt61MJbjZOSSeKBSAbRg9aK2RA6ikyKWgEFIeKWkNAxuaQmlpDQAtFJQTSAilJ259GU/qKcoXsxP40uAeoBFKSPSpsMTah5IpAMU8UYpgNFOApKUUgNqdduk2R7+Up/Alqzydyj2rTlAbTbdO4gUj+f9ayxkE18JjHevP1P1bK1bCQXkiGUErlR8y81C0+EDgZUHn1FWyBVKVfJlJP+rf8AIGuc75bD0cPco4OQRkGrw6VlwgxSBR0DZHsPStQNkUpBB3FFOFNBpQak0FxRg0A0pNADaSnHpTcUwENJg0poJxQAw9aav3Rz2pxpooELSmkpaADAopaTFAwpaTFBoADSUE00nmgQE00ilJx3phNAmxrdKiduKe7cVXdqpGU2IXwcjrVQtsvWcYAMef1qwTxVC5fdKkQ+83BPoK0icdeVkmWrfLRlv45mwv8AuitJVzhR0Xj8ap2i7/3mMDG1B6KO9aKgIpY/5NTLc6KMXy3Y2T76oOgprfex6UqAqGdup5FR5yCT1PekXIs6e5S7Qj1GK+mrCYT2MEw53orZ+oFfMVq2ydT1wa+ifCNyLrwxZPnJVNp/4Ccf0rswr1aPk+IKfwzN+iiiuw+ZCiiigAooooA8Z+ILl/HUiknC2SqB6feP9a4O5+Zkb1TH5V3vxBhdPHLOw4ktFKn25U/rXATnoPTivoMH/CRw1PjZWJOaDypzTiOaQ8CuliRj3C+RdMScQzcH/Zbsalv7gLc2jkYVcE+xpbsJIjI+CDxz2rLm8+dY7YMDKr7VL8lgehrmnLl2NIo6iSRFj8wsNp5HvUaFm+ZjgHoKpRDzZkh3Zjj+VffHf860CuDiuinPmVzJqwA04E9qj3YpwNaCHEmkpM0Zp3QwNIetKTSd6QCCg9KM0E8VNxoKB0pM0opjFpaSloAKD0NFKg3uqf3mA/M1M3ZNjgrySN27xEsaA5Coo/8AHQKzHGGOOx4rS1JgbqQDpuIH51nPyAfwr4GvLmqSfmfrOBjyUIR7JEZyR71HIgkUqemKkIph4z71kdjVzNLmJtj53L0PqPWtC2lV1Ug5BqldoHGCcH+E+9QadOyMY2OCrdKpq6MOfklZm7mlBpo6c0pOKzOgcDS5qItTgeOtAXHUh6UUhoGITTSacetNJpgITSUtIKCQ604UlKKBhS0lGaBi0hNBNNPSgANRk8049DTDQSxC1NJoNMZqZDY12qAnOc0525qMnNUjGTIpXEaFicKOtUI38+4MmOD8q/QdauXABjZSMhhg1mWblX2ntwK2gvduedXm3VjF7HS22Coxx6VYI3YB6Cqtr9wVbGAMn61g9z1ofCNlPRB361G+FAFSfeYsajflqCZaiRNtkHpmvcPhhfCfRZbc/wDLJwR9GH+INeGg4INei/DDVltda+yuwC3CbB9RyP6iuig7SR4eb0XUw7t01Pa6KKK9E+JCiiigAooooA86+JggxYthfPw4z328cfnXkFzw3HfmvX/iVpU88EF/D86wqyyIOoXOdw/rXj9ywZhivdwEo+yST1OOqmpEXWopm2qcVKOhqvcPhSMV2vYhGdcuApB61kzTsrK4YLIpyrdj7Gr14/WsqfEjbO5IAPua8+s9bGyOi0aGUotxLwWGQvoK15CDyKijTZGqAYCqB+QpTk13U48sUjGWrI6AaCMU0GrJsPBpeKYKd+NAWFozTc4pC1AxSeaBzSdacoyaBhilAxSnikNAxaKbk0ZNACk1Y05N+pWy4LDzFYgegOT/ACqsav6Jj7XK5XJSFiPYnC5/U1hiZ8lKUvI6MHT9pXjHu0Wrt90xb1Oaq55+tS3Byxqvmvgm7ts/WaS5YpATUTnipCcHjvUch+U0jUoXGGUqTx6+lVrRRNfxMeq53D6dKlumx0pNI+eeVvRVH41otjjqO80jZGepoJpR0pCKyO0M0tMNLSAkHSlpooJ4oAaTSEnFBNA6UwG5paXFFABRRSigBKKD1puaAFJ4pN2etGc0w8UABNMJoNNPAzTIbELVExpSaYxpoybIyeTTT1p9NNUZsikBINY8Q2Xrr2ByK2n6dKyJ12agp6bhWlPqjzsUrOMvM6C1PyCrozis+zbKir+QByRWT+I9em7xQh4zmo2+7TmOc4B+pqMg45NApDe4xW94XmW21m0mcnakqsQDjowrBx6cVcspSk6kdc1cd0cWIjzU2u9z6iUgqCKdWF4Wv31Lw7aXDn59uxj/AHipxn8cVud69Ran55OLjJxfQdRRRTJCiiigDC1hv9LjTgjYcgjPU15L4w8HyW0rX+mxM9q2WkiQZMR9h3X+Verauw+347hB/WqiNgjHFRTxMqFS6OtUI1KaufPWSPmBqtcyPtORXuGseCtG1YtKYWtrhuTLAduT7r0NcFq/w4vbZWNtfwTLngOpU/1Fe1DMqU1rocDwk09DzW6fPB61XskEmpwqQT82eK2dT0C+tGPmqgwccNmjSdIeJmvXcnHygdh71HtYVKiSYnTlFO6NcCkbrxTwM01hzXsHGmQkUwjFSEUnHrSGNpRRtoPFABjNKFoApw6UAIBinDgUUhagYh5NLTcUuaBhRRmjNACHpWnoQJW/7YiU/wDjwrMJ4rS0B1+0XUJxulg+XJ7qQT+ma4ser0JW7HdlsksVBvuSToSCw/Kqo61flO0EVUIUjNfDn6rB6DD05qvI/BHep2JHTmqkzdtpH0oRTM66Y1PoYBSZv9oD9Kq3JBHQ1b0TAjlH+2P5Vq/hOLesjXBppbnFLSYrA7xuKcBRinAUAAHFMZvSnk8VETlqYMUDJp5GBSAUp6UAJigilpp+tABRRQOtACGmZp56UygQZoPIopD0oERMeaOo9qVx7VEG7UyWI6kc9qZUxG6omBU89KaM2hpHeozipCeKYaohkbGsu+G2eNu2SK1TWbqCO6qUQkq2eOwrSnucONX7u5p2XKjmtAYArKsS20A+grUiDOwRFLMeAAMn9KhrU6qFVezTYpximEgda6LTvB2sagQzQC2iP8cpwSPZetdTZeBtPslV5mNzMpzl+FH0Uf1pqDOWvmNGn1uzzy00691BiLeBmX++RgD8Tx/Ouu0Xwxb208L3gWdywyn8I/DvXUPGkSBAoUDoAMAVWiP+mRD1df51rGOqPHxOPqVYu2iPU4YkhhWONVVFGAAMACpaB0o7V6CPl3qxaKKKACiiigDmdVYf2k4B6BQfyqsmMU7UJC+oTn0bH5cU2LGOa45/EenTVoIeWwprB1ecJEzHmtuVtqn6VyutzfuWGalDPONen8+4ZQMEnAq/d2JsvD9su3BYq7exPSs6WP7TrUcY5y4/nXd6/pbN4SvbrG1YHhVQe/OP0zXpYN2nE4sQ/dZwOMVG/WpF5QE9aYwr6Y8dEJoxzTiKTimMTFFKaTFAAKXOBSAUPQAZ5oJ5oA603vQMWkNLSGgYtLim06kAU6zcx6nauCR+9UcdcFgCPyJplS2YB1C0/wCuyf8AoQrKsrwZdNtSTR1Gv6JdaZKW2F7fPyyAZA9m9DWADxz3r2hQCxVgGViQQelY1/4K0m/dpERraRuSYjgE/wC70r4idPV2PvcJm/LFRqr5nljNyarSsMV3118OLlATb38bjsJEI/lXP3vg3VLYEu1uwHcP/wDWrL2bPUjmNCpszjLknpVzQzuikPq/P5Ut/p09uSJABj0Oa2otOjs/DunXCFfMlaTzADz22kj8Dj6VfK3EyhiIe3ST3I8YoGKKSuc9gdwelFApaBjG4FRgbjmlc806MUxbjgOKDTqaaQxKQ+lGKaetMkBThTadQMa1MNPaozQSwzSikoFACMMiq7jaasnkVDItNEyQ0Nkc0OAaYDg80/NUTfQhIxUZ4FSuPSojTMpDSeK7P4ZaDa654huo72BZrZbJ1dXH94hRz2OM1xp6V7D8F7DZa6jqDLgO6wofUKCx/Vq2w6vM8fN6nJhmci3hjT9O8W3+nGFmggnIhRmJ2qcED34NeiaVZWdpCPs1rDEP9lAD+dYHjaA2nxBeXoLiGOT8gV/9lrd02TdCOelaTXvM8ZVpSpRuzTJ4PpVeQnk1P2zUEpOMUGHUzbvG41RQgXcTHoHXn8avXRHes8/65cdM1K3LesbHrSkFQR35p1V7N/MtIX9UU/pViu9bHjPcWiiigBKY7hEZz0AJNP7Vma3cfZ9OkI+8/wAi/U//AFs0m7IcVd2Ob8xpZC5OSxLEn3qcPgVXiBCjPWnF8VwvU9VKysJcv8tcjrcuI35xXS3Mn7s1xGvzhQ6k8k4Aq4oRkaBai68QLIwyifMfoK9R8WW4tvhjcqQNzeW7fUup/lXK+ANOW6vNu0FXcF/ZRyRXc/Eof8UHqH/bP/0Na7sN8a9TzsQ90eFKcEjtUbjB4NPHKn1pj19QjyRhpvenE03vTGL2paSlBoGFNPWnHimk80wCm0ppppDFopuaUUDFpKWkpAFWNOG7U7RT0M6f+hCqxNaOgIJfEFghxjz1JyMjjn+lZVnamyoayR7IrfOe4zVyI5GfwqhEd3NWkcKOa+Mk/eZ9EloPnfavXmua1VyyMPrW5O+Qa5vV5MRkj0pPY2pR1OA1pS8wA5JOKkeRy09ufuwtCo9iqN/UmpGRbjUo1YgKrbmyeNo5P6VRspjcPeSngPIr/nuropU70JyOqNS2LpxJT+lIRTj1pvevLPs0KAMUEgLS1G5pDGkZapVGKiTk1LTEgNBGaWkpDGmmHrT6YetMQU6m06gBCM1EakNMNAmJRRQaBAKYwzTqD0NAPYquMGlB4xTpFqIHBqzEV+KiODT2OajHWmRINvTPevoT4XW4h8C2cgGDMzyt9SxH8gK+f3BKqAMk8AD1r6d8NWH9k+G9PssYaKBVb/exk/rmurCrVs+Zz+paEYd2cd8TrTF5pd8B03RMfyI/rVbSJR5a84ziup8e2H23wzM6jMluwmX6Dg/oTXD6JMWRRnpxV1VaVzy8NLmpW7HVk5Uc1E5+WhGO0A+lJIRn8KzLKFyAVOayHYiYDPGa2Zk3q2Kw7klH9eaXUpbHqmiS+do1o5GP3YH5cf0rR71i+GJfM0WIf3CV/r/Wtqu2Ox5E1aTFoooqiRMVzXiOffcQWykELl2HoTwP610h6Vxk0wudRmmPI3EL9OgrOq7I3w8byv2F4jiJPasae92zhA3BNaly5WLA79a5W/dmlymdy81zWO42ZzmAkHPFef682JeTXoqxK1kJHYKNoJyfavMdfuIp9UEUJ3IrdfWqiiZOx6f8MLIJbT3GONqqM+p5P8hWv8R13eBtQH/XP/0NaT4eweV4eLHq0p/QAVY8eoH8E6oMZxEGH1BBrto6TiebW1bPAFPJHamvSjrSsK+oWx5pAeoopWFN7UwFpcYFJTS1Ax2c0h603dzR2oACaaTQxpAaBi0ZoFLigYZpCaCKQmkAVv8AgyATeIonKkrEjPn0OMA/rXP123gSzIhurwj7zLEh9hy38xXHjp8lCTN8NDmqJHewDK5ByKWeXYeaIMIg549azdXuTEGJOOOK+SR9ClqWXn3KQK5nWZ9kLdc1ftLvzkJzk1ia6zbWqTenHUwC/l6Zf3Pcp5a+xYgfyzVTSgPsE5xyZV59grf41Nets8PYx/rLhefoGNV9LJNjN6CVf/QTXqRhy4KT7mGHlz5nBE7GkX71IetOXgEmvAPvwNRvnNOPSm0AOQU+mDgUucUDFpp604dKaetABTD1p9NpiEFLSA0tACHpTDTz0qMmglhSE0uaYxxQSOpM00NkUoNMLjZORVc8E1YYZFVZCQxqkZzEJpCOhFITTgMqcdqZnub3hHS/7X8U6XbkZXzvMfP91TuP8sfjX0uoxivG/g1ZRS6hf3bDMsCLGv0Ykk/+OgV7MK9DDxtA+Izqt7TE8vYhmiWeGSNwCjqVYHuCMGvHFhbS9XnsWz+5kK5PcDofyxXtGa8t8eW/2TxPHcrwtxErHH95TtP6YqqqujkwcrT5e5ehmygOafne2CfxrFtboiPg54rStphKDk81yne42LDoNmaw7+LYSw6V0GNy7cisrUYcqSASe4psF5nV+C5vN02RP7rD+v8AhXUVwfgO6AuLm1Y4JAZQfY8/zrva66bvE8qurVGFFFFWZGbrNyLXTJnBwzDav1PFcfA2HWtjxbdbRb24/iy5/kP61hwHdgk9K5ar96x34aNo3LNy2VrBKf6UxPQjFbM7DBPbFYl05RmOcCpRsN16+d/JsIH/AHYX5yO/tXAXCH+1QvcuBXSs53bydxHPNYJVZ9aRRxg5P1rWKIqbHu/g5Nnhm1/2st+tQePyR4I1PAzmNf8A0IVp6BCYPD9hGeohUn8Rn+tVfF0aS+EtVR/u/ZnP4gZH6iuilpNHm1HufOvenH7tIeGNJkYr6mOx5wx6YOaeRmk27RTAQnAqEtlsU93NRovekMkUU40DpTWIGaYDGoFJnJp1IYop1IKUnimAh6U2lJ4phNIYZFeseHrL7Do1nCRtOwO4/wBpuT/MV5XbRGe5ihAJMjqox7kCvY0IVtoOAox+VeLm1S0FHuejl8bzcjR2qYxjPrXOa2/D56ZwK20lwvesTVlDI2DzXgI9iC1MrQ2P2mSJs/MNye9Hih4oIDGPmkPUf3aXS5ltrtZnPMaNt9yRxWXqIedZHc5ZmyaGdEfiMfWFCaDY4/imfP8A3yKraS+bW5T/AG0b9GFWtaGNEslP8M7D/wAdFRaFbSzW2oSRqTHDCssh9AHA/wDZq9m18EzzcPPkzKMn3JCM0HgYNO2/Ng0xjljXzR+kDe1IOTSnpQKAFzSjmkpaQx1NPWlNFADDSUp60h60xDRS59KTvS0CAniozTz3qM0CYA5prdDS0EcUyXsQg4OKcDTSMGlU0E3Hn0qrMDuNWqrzLzTRM1crk4IqSEjeAeh4NMK0gHpVGJ7D8F42X+2GK/LuiXPv8x/kRXrNeffCRIf+EVlmTmSW4Yy+xAAH6AH8a9B7V6dJWgj4HMpc2Jm/MWuC+JUIa0sZ8fdkZSfYgH+ld7XFfEdQ+jWq/wDTxn/x1qqfwmGHdqiOQskDwrg/NjmtS3GwgVl6bwijuD+lbCIC5PYdK40evIvIMqD3qteDCk5H0qYOQAAOKo3c2VZfToaGR1INDuxa6/bOOA0mG+jcH+deqivGSds4cHBU5r2C1mE9rDL2kRW/MZreg7o4cZH3kyxRRQelbnGcN4kl87WWTORGFUe3GT/Oq0S4Wo79i+sXLk5zK2D7ZxUoPAxXFN+8epTVooilbcGHpWHqR+Vq23HDGsbUQNpNOJRgzP5cLuf4VJrK0SBrnWYlHLM2B9Tx/WrOpylICoPXrWt8OLNbrxJDkZC5Y/8AAef8K2iY1Xoe3RII4kQYwihR+HFYvjJxH4P1Zicf6Mw59xit/tXL/EF/L8DapzjdGq/mwFdFP40edLY8FnUea23oeaixUh5jU+1MJr6iOx54hGKiduOKc7c1A54pjGkkmpFGBTVGakAoGLUbnmpDgCoDyaTEIDzUgpgFPApIYooNAoNUA0mmE040xqTA0/D0Tz+ILFEAyJQ3J7L8x/lXqSONxOMZ55715r4SQv4jt8D7qsxPoNp/xr0dIwJCE5z6187m7vUSPZy6PuNljfzyePSsy/G4EetaWzCg9T3rNuzvLDoR0ryD04amA+Rkeh/Kqc5O0kcjvVyY/OarsAy49aDqjsY+vyL/AGZYoAQTI7H8gP610/wsSGae8sZgCl/byRHPPK4OPyJNcv4mXYtjH/su35sB/StH4fasmma5HJKf3aLJKfYBGyPxwK9+nD/ZLeR85WbeK93e5Bd2r2d3cW0gJeF2jbPqCRVM9SauXl1NdXMk83MszGViPVuf/rfhVQ9K+Wna7sfp2G5vZR5txp6UAUe1KOBUnQGTS0lA60gHYxS0maKAGng1GakNRmmJiUo6UlKOlAgPQ1GakPQ1GaBMaOtKeRSUCmSRuDiow2CBUzjAqA00QywDxzUUgyDSoflpWHFAPVFXocUuw9R0ofhselT2ZV5hG38XGfQ1RlY9U+C9423VLE/cBSVfqcg/yWvXK8m+Dlk8T6tcuuBujiB9xuJH6ivWfevSo/Aj4LNOX61Owdq434iIG0W3fn5bgdPdWrsjXMeOovM8OOf7sqH9cf1q5fCcdF2qJnA6buGB+dbqccjpWRpyhVAI6CtdOg9K4z2WSZO3A61n3ZJJXoe2avSnYBzjiqFym7JPUUiDIlOJORjsa9X8Oy+d4fsm7iMKfqOK8luyFbO6vSfBMwfQAveORl/PB/rWtF+9Y5cWrxTOmpjkJGzHsCafVa+OLG4P/TNv5Gupnnrc86R2nlLk5LHdzV1RxVG2AUYxV9D8tcD1Z62ysRzDYhrn9Sk4IFb1y2QAK5jU3Idh7VcQOZ1VySFB4Pau3+FFuft80xH3YDtPuWArz3U5h5qgH5q9Z+FNvs065mIxnav8z/UVvA5Kz3PRe9cH8VbsReFUtw+GuLhV+qgFj/IV3nevIvi/elr/AE6xzxHG0pHux2j9Aa7MNHmqo4Z/CzzdOUGaax5pwNMc4NfRnCRMaiPJ5p7GmgGmA5acKQClJ4oGMY9aYRzSnPage9S9wACnCgUueKYwFBoFITTAaaYaeTUbGkwOj8FD/idO3cQNj8SBXoMKZP3uPeuD8EBTfXjHHywDBP8AvCu8gcHlQOeuK+YzV3r/ACPcy/8AhFsjCcdfSsu5Q7j2rTU85OSfToBVW5TKsxxzwMV5dz0InMTjbuz2NZ5fLj61oXpKk+mKxy5Mg5700dUdij4oB+02jHoYOPwY1U0Q4upmx92Bv1IH9at+KSN+njIyIGz/AN9Gquhn99cf9cG/mK+hv/snyPApf7+l5l52yxqM9Kc5y1IelfKH6hD4Rh60tFFSUFKKQdadQAUUDmigBhNMNPNMNMTGinD3ptOBwKBAehqJqkJqM0CY2lBpD1pRTIBskVXcYqwelROM00KSuhiNg4NS9fpVbo1TBuBTJg+hDKPmpBuRwRwR0qWQZGaFG5QaZDWp7V8JJfN0u/fs0ykn/a2gH+Qr0evIvg/eslxfWDD5WVZl9iPlP5jH5V69XpUXeCPgM0i44qdw71g+MBnw5cezIf8Ax4Vvd6wvF3/IvT/76f8AoQq5bHHT+JHBWikA/hWknTngVRtxgAYBzWiEwPauI9ljnUOmw9SOD6Vm3CsrbW5PbHetFiFBx/DWddnc44yPY80CMi6RSTnr6V2vw+mJtbyHPKurAfUEf0FcVchskM5buCV5Fdb8Oz+/vB/sqf1rSl8Rz4lfuzvu2Ko6vIIdIu3IziIjA9xir3pWbr5xol0f9j+orqex5sd0cHZKxY55xWkFCpnFUrR1LEAg81alfAIz2rgPXexSu5CAwHGO9cfq1yQ7Etx9a6e9cIhJ/irgtZlyzDdWsSXojGlcz3h25OTivoTwHY/YvC1tnAaUlyfUdB+grwzwzpcmq65a20YJLuB9B6/hX0rBAlvBFBGMJGoVR6ADArpijgqy6E9eG/FSQP4zZAeUtYwfzY/1r3Gvn/4iXC3Pja+dcELtjB91UA/rmu7AK9Y46ztE5kHFQu2WNPZsLUWea984xDyaXpSEUtAB2prGlPFRmgaAU6mgU6kAtFA6UtAw7UhpaQmmAw96YaexqNjUgdL4Kb/T7tBnLQZGPZh/jXoFoqqo2ucjqM1534McrrT4IyYG/Qg16DBJFIcM4HsOM18xmqtX+R7mXv8AdfMunIxkjHYVBdDbCxJ56irKJHjIyT6tzVW+O2NgR715h3x3OT1M7NwrDLnep962NXfDN9awlkDTquRyelC3OyPwlbxK2bm0HcW//szVDojYmuPTyD/6Eop/iF9+phMD91Ei8c9s/wBal0qHyrGWU/emIUf7qn+p/wDQa+gqy9ng9ex4mDputmCUe5MeTxTSMUpODQTmvlT9MWwlFFIetIYtFFFACg8UhPNFIetAAaaeBTiaYaYmN70o5pKKBAelMJp5PFRmmSxKKDxSZoJFprDilzSGgGQMPmpUbsaVxg1HnBqzLYkblaITlivtSBsimqdkgb0NAmelfC6ZYfESITzNbuuD6gg/yFe1Y5rwDwNc+T4r09x91pBH/wB9Aivf+1d+Gd4HxWeQ5cVfuhaxfFKB/D1z327W/JhW16VQ1eE3Gk3cS43NEwGfpW72PIg7SR5zB1Fai4K1lQONvvWgG+TArgZ7T2I3I3bOnce9ULjKsQ3Gehq6RvQjdgjv6VQuXUKwJXP8/qKCTNumznnkdR3rrPh2P9KvDnjYv8zXFTuHlOQVIHymu6+HCf8AH+56/IP/AEKtaXxGOJ0pneVj+JHVdCuQxwXAQfUkVsVh+K+NDc/7a/zrplsebT+JHI2mcjCjHTNTT/L+NFqoCDHpTbt/lJFcB672MbV3/c8elef6tIGYKOprs9YlCQnJ7dK4kxNeXYXByxxgV0QRlUfunpvwl0MKJdVkXOxfKjJ/vHlj+WPzr1asfw7pi6TodraABWVAz/7x5P8Ah+Fa9dCPMk7sQ9K+ZtZuGutRnuCSTJK7Ek56sTX0rL/qn/3T/KvmK74cr3DN/M16WWr3mzmxGxUNJSnrSDrXtHKFJ3p1NJoAQmo+9ONIBQUhR0paUUh60AKOlApKWgYGmsadzio2pANJpppaSkBt+EnKeIYMfxI6kf8AAf8A61ejWkO5iSGjOeSDjNeZeHJRF4hsmPRnKn8VIr0uN3kcD5gvHfivnM3X7xM9nLneDRtBERcBuRWZqDgqQcHPWryqSmScAe9ZV6RtbmvIPTijj9ZcByvfrWTp6edfDPABGDV3W3zcEdiapwyfY9OurgEbvL2Ie+5jgfpk1pRg5zSN6s/Z0nJmLfXH2i+uLgdHdmGPTPH6Yre2+TCkXdEVTzxnGT+pNYenQia/iUj5VO9sn+Fef6Y/GtmRyxJJyzMWJ9Sa9HN6nLCNJEcNUOetKu+hH60vUUlBOK+fPuLi0nFJRQA6ikzRQAtIetFFACU09adTT1pgNpM0HrSUCAkU2g0lMlgaSiiqJCkPJxQTRQAxgDUJHNTmomHNBnIaOtKRwTSA460rEYpkXN3Rro6fcWVz3inSU4/uhsn+tfSsbBo1YdCK+XBJ8qIOwFfRvhi+/tHw1YXTH5niUN/vDg/qK68K9Gj5fiGnrCp8japDyKWiuw+aPKruA2mpz2/QJIwH0zxVtHG0DnOKs+Lrbyda85RgSoGz7jg/yFU4DiLPfHFcM1aVj2aUuammIMiRgy5B5U1UvEixkqpyOuKuHqVOcjqPWqF0UZGUtkkcHPWoKMSZDvOGGPSu/wDh1GfsF5Ie8oUfgM/1rz85Q/eOM9+a9K8ARhdBd/78zfoAK2o/Ec+Lf7s62ue8YFv7DKqcFpVGfxz/AEroq5vxkzDSogOjTqD+RrplsefS+NHNQMwjGdwJHQjFNuWAjpsBLrnJNJeACKuJbnrM4/W5Q7MAeKd4E0r+0vE1sGXMcbeY4PTavP8AgPxqlqrDzj9a9A+FenCO2ur5urkRL/6Ef6V000cteVonpNFFFbHAU9Rfy9NupP7sLn8ga+ZrkYcgdK+kPEUjReHNRdfvC2fH/fJr5uuz++bHTNerlq+JnNX3SK5PNGaT0oJxXrHMBOKYTzSk000DEPNKKKWgYUmaDRQAZp2aZ2p1ACk4FRMaeTURNIBCaTNBNJSGXdKmSHV7KRzhFnUsfbNepxEyNs+6yt3ryANsZX67SG/KvWopVZ4pCSu8AjA9RmvBziPws9XLXujcRAVIJAOOtY2rsF+VO4/WteFQELYwMZ5rJ1EhlLt9QOwrw2ezDc4LUy3nEE8iqmsN5GlW1uD80rmRvoowP1JqxfuWujnn5qo+InP26KLPEUCjA7E/Mf5ivQy2nzVU+xjmdTlo27kekLj7TJhSAipz1+Zs8fgpq4xNQaagTTmbHzPKfyVf8WqYmubNJ81drsfQcPUuTCJ99RM0UgNBOK8098WikzRnmmA6lpKTNADs0U3NGaAF6U09aUmkJzQAw00mlJppNBLCkpCaKYgNITRTSc1RNwJNFIaSgm4uaa3XNOzTTQJkBPNHUZpzio80zJl5X3BT7V7v8MbsT+FEgPW3kZMex+YfzrwKF8lRXrfwqvdmo3liTxJCsqj3U7T+hFb4d2meNndPnwzfZnrNFFFegfGnKeM4M2lvcDGUcqT7MP8A61czBJtUZ5GK7bxRHv0C49V2sPwIrg4GDRt2xXJXXvXPTwbvCxaYAjJHTkVmXiIVLFTx0FacgJhJHJHQVlTzKyN8xBA6dDWVjpsY83yvnBAPYmvWfBcIi8L2p6b9z/mxryV3DzHDFgM9a9o0KEW+hWUY7Qr+oz/Wt6C3OPGPRI065jxpj+yIV7mdcfgDXTVy/jJWa1tUXHMpJz7Ct5/CzjpfGjnrUKsQHc81Q1WTaoHIGTV6FXRT909zWHrc4VeGJz0riieqzmrhPNu/+Bd69u8JWP2Dw3aRFdrMvmMPduf5YryHRbBtR1i3twCTLIoPsO5/LNe7oixoFXgAAAewrrprQ4MRLWxLRRRWhymXr6eZ4f1BPW3fr/umvmu4++c9c19J+IZltvD+oSsMhYGyPqMV82XXEzD3r1ct2Zy4jdEB7Uh6UtITxXrGAhpKU0lABSUtN7UDA0UtJQADpS0A8UmRQAhqM1ITURNS9wA0lBNJmpGKeQRXqlhMXsrSQIGDRRtjPI+UV5WDXofhxd+i2kpJyEKk57BiB+leTm0b00z0cvlao0daXxEpb5VxwgOTWXqhBgOBwvWr9sHCbyikY4JNUtUbNu2RjjNfO9D3afxHn9wN98qc5LgfrWTrMvnavdP0xIVA9Avy/wBK1xtfWEJI2h8kn0HWueJ82bJ/jbJ/E/8A169nKo25pHBmsruMDajQw2NtGc52b2GehY7v5baQnNT3p/0mQgAYJwB27VWrwsTPnqyk+593l1H2WGhHyAcUE5oorE7QooooAUUHIpPWigAyaXNJRQIXtSUUlADCaZmnEc0w0yWxSePekpCeaSgkMmiiiqJuxDRig0UCEPWkPSnUHpQBC44qI1OahaqWxlIkhwGGa9A+H135Hi3Tm5xKHhb05UkfqorzxDzXWeBZSfElgh7XKEfnVUtJpnHj0pYaafY+jqKQdBS16h8AUNXTzNJu09Ym/lXmVtJgsDXql2m+0mT+8jD9K8miDfLgDIwTmuav0PQwT0aNOVzyUAY4zj19a5+7lBJOwgZP3hggVs7/ADIyVOHXtWBqDlnZTgkc5zWJ2dStAonuo40PLuFBxjqa93jQJGqLwFAAH0rxHQIWbX9PByymdOCc/wAQr3KumjsefjH7yQ6uU8UPm5tk5+VWOO3Jx/SuqrjfEUqz6qUBz5ShT9ev9aqo7RMcOr1EY6ORGQeuMH61yerkvdFcnA4rryq7SB96uV1CMPdPn1xXLBHps3/hzYGXWZLo/dgj9P4m4H6Zr1OuL+H1sIdLupiMGSbbz6Ko/wATXaV2R2PKrO82FFFFUZnN+OWK+DtQI/uqP/HhXzvK5dix719AfEWQxeDLxgAfmjHP++K+fXADHBzzXr5cvdZy1/iQzNLSUV6ZgFJS5ppNMAzSHpRmkzxQMWikBoJoAXNGaYWpC9K4Ck1Ex4NPLioS+alsBaKbmnVIwr0Dwo7toMRUg7ZHUA/XP9a8/ru/ByF9GDbiCJ2AA9MLXnZn/BO3A/xUdpAXMIUuQO+OhrM1dyYmVSSAME1rQwqsW/kkdj2rJ1o4hOwdAfwr5k+gh8R587tHcTOBykch+h2kZ/WsSIZmjX/aUfqK17lyouz2aJl/NlFZlou++t17GVf/AEIV7+XK1CTPNx7viIo27v8A4+Zf94j9TUFSTtunkYchmY/mSajr5ip8bP0bDq1KKCiiioNhQKCKTcQOlKG4pgJSGlpKBBS0lFAC0lFNJ4oC6GvxTM0O2abTM5PUD1ooo/nVAA5oIoA5pcUCG4oxTjxTc0EhQelFITxQA0ionWpST6Ux6ZEhi/erofCUnkeItNkHGL2IH6E4P865wfezW1oe7+07ML1+0REfgwq4fEjlxMeajJeTPqEdBS01fuD6U6vUPzwYwypFeSBWSZyzcKzA/gTXrh6GvKHjLzTY7St/6Eawr7I7cE9WRohaYOjHGPwzWPfoXkPKhgeo7Gt8r5VpuzjPGPWueuX3XDA9SeornszvuWvCqu/iXTlzkCYE/gCf6V7b2rxbwipPiuxHORIT+G017T2rpo/Cebi/jG96801XVbSHXZIri9t4HmmIjSWVVZuewPWvLP8Aho3xf/0DdD/78S//AB2sFPjD4ih1K51CG10yK4uigmZYn+ZVLEJy/C/Ocgegqpx5tDKjNQdz3K/mTT9Nur9l3LbwvKwzjIVSf6VzmrQ3umw3N9qp0+FYk81ore5klkHGTndEo/WvKbj4s+JL1r1LtbGe0u0aN7QwlY1VuoUqwccZH3u9LqXxV1XU47tX0bQ4DdNvme3tWRnOckk7+SehJyfpSjTsbzxF3dH0x4O/tCz8Pouq2C2hVDLiOUytg5JDAKMMOm1S3SpW8Tz/ANhXOqR6TPGFuktrSG73W7XG90jV2DLujBZ+6k4Ge+K+d7P46+INPuZ57PRfD8D3DF5vLtpF81iclmIkyxz3P9TUZ+OHiKSGWGbTNHljkvFvSrRzDEiurr0lHAZFODnpWqORu7PpdbnxJ9hkd9J0z7YHURxJqUhjZe5ZzACuPQKc+1UD4j1O3s72S70y0kngnitYoLG+eYvNIVAVi0KBQN6kn5sAnPSvn6w+PPiLTI3isdF8P20Ttu8uG2kRQfYCQDnv60ml/HrxTpNgtpDYaPINzyPJLDKXkd2LMxIkAySSeAOtAj2jx3ql7N4MubWayg/tCS7itDbW1wZQXfBQBmVOSSvavIr/AEi50+BZZZrSdfMaFntZTIqSAAlSSq84Ppg9iawl+LutxwRQxafpqhLxL1mfz5XklUYBd5JWY8Ad+wxisNPG2pJY3FoIbUxzzRzNlWyGRWUAfNjHznP0FdmFxPsdzKpDm2Oporj/APhK77/nlbf98t/jR/wld9/zytv++W/xr0fr9Ew9jI7CmnrXI/8ACV3/APzytv8Avlv8aT/hKb7/AJ5W/wD3y3+NH9oUQ9jM6/NNrkf+Epvv+eVv/wB8t/jR/wAJTfDpFbj/AIC3+NH1+iNUZHX0bc1x58T3x/5Zwf8AfJ/xo/4Si+x9yD/vk/40f2hRH7GR15WmkCuQ/wCElvf7kP5H/GuntN89nDMzDdJGrEDsSM1tSxVOq2okyg47krKSKi2461M0eO+aiK1q0QAA/vCl+X1FNKevejYvqKi6GLkf3hXong1VOgxOo4E8hY+/y4/TFedbI+5H516X4UVIvDloqty5cjPruP8AhXn5m17E7cCv3p1tuytCykc46VjaijeSybeWzg1rWjhevXpn0pLyBHbcAcY6+tfNI96LszyfUYjGLkMcfIP/AEJap6Uii7MgLExozLx3xgH8M5/CtrXwonuBjAC/yZazdKRpLmWNBuZomAA5yeDj8QDXu4eVsJK2559WzxsObbQd/KgdaXFOxXzD31P0im04qw3FAHrTqUipNLEZ60Yp3elINMVhm0+tG0+9OyT6UvPrQAzY3oaNvsafgnvSgHHWmK8SPY3oaaVOelTc005xzSGkmQOmKjKntU53E+x6U0g+1NEtIiwfSjB9Kl5NIQaBaEeD6UYNSEHHUUAHOKdxWI8GjYakIoouFkRYoKnuakPTOKTJ/Gi4rIjKGonQ1MSeeajcNimRKxCEYHPFaGmXLWl/bzD70bq4z6gg1QKtU9tgSBerE8VcU29DmryioO+x9UWdwtzaQzL92RAw/EZqz3rO0a3Npo9nA53NHCik+4FaPevVWx+dTspOwhOFNeUh3aSXYoO52JJ7ZJNemajMLfTrmc9I4mb8ga8ztoiIVdy3I3ADuawru1kdeDWrY2WKR1zI2FGeAOKxZQpuGyvUdPStud36BT6Y5yfesC5fZdthjwcVznfY1fCIRPFtkPmyWYDP+6a9iryDw+4TxFpzjkmYLj6gj+tevjpXVR2PNxatM+AaKKK1OUKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr1XQvDtxc6VYyEYWSBGHzc4KjmvKq+kPC0KnwnpEhGR9gh5zz9ytaU5RfuiaT3OZ0zwuX1uGC7LfZ3SYkZx8yqSvPpmrWkeFLS78xrh22rgIAT83BJIrp43Qa1aR4OCrqvvlT1qDw+sjK+/G2Nzgjv1Arb2tTuTyo55NAsHUxJC27zNm8ndWeNGsEsy8IkO1jueXkkg4OB2rprZvKkvH3KpjO/PJ2jOPx5qlJHdAYnkiIyyxqqcqoPUnueaOeT6j5UYiaLbDy5HGRnHpz611+iwJDZLGqnbHuUex3E/1FZBhdrZjHgkdN35mtvRCz2UjSbdwkOCB0BA/wDrVhiW3DU2wulRG/ADnhBkADJNTNl1weW6VFaKxX5jww696njTaxwc4PevMPZOE1uwMOuEbgnmRttLLkbhgj+VUNK0W7gv43hjt3iUguwXBxk8gnvgiu71y0V1juSATGQQe+O/6E1ivdBXGx2UqAPxzgGu7Dy92x5mMVp3MxtNtLqdi+Y8sc46jiqEuiSou+KUMpGRleT+VdDeQJPOsschXI3ggYB9QR71BDcebI0D/LKnUHkECrlQhLdF0cxxFLSMmYEWlyTYWOWNpOcggjbjH6c05tFvA5XdH8vPfk5xXSXVghVJJASWHykHgjnt25qtLa/ZwsYmcE5O487RnOB69e9QsNTXQ6HnWLf2jmnsrhVcmSPKnoBmqc9teITiaPDEBTs61rzG+iXfGUeNB1z3PsapT3Mhk/eQAYYrvDd/XFWsNTXQxlm2Lf22VY4JnYj7QSQDyiipoNOmlbaZ5ATjGQBT7e6t94VAVwpzx371tQCLcpG4MpAY56D2qvYU+xk8xxL+2zMGiOyBheMevBHPFTJ4dndci4YsT0JrbNmr/Ijney5BPYY5H51ehC28aHlivXHH+e9J0afYPr2J/nZzo8MXDYxMwJPA6447Uj+G5kliUzcPKq8cnaT8x+tdTbSh88EAlgfzqK4Zm1C12/MvmLkdOSwx+gNQ6MOxSzHEr7bOd/4R6J9VvLYXLlYpGVFGM4BGCfU9aZe+G0i1T7Ml1JjaTjAOfoa6CGZB4luwVAkM7KzEZx0OB+NUri8T+2zMyYUYx6n5TnP4iqVCHYHmWJe82c9Lojx3JAv0aMKpAJGWY+n4VXi0qZpSDcMoGccdhW4At47XPkxB/LQGQjlCWwAvpweTUiQqsqgBVBBYgDtyMU1Qp9hf2hif52Ya6RMVUm4YHeQ3Az9atp4dmKgm5IBOCSAOc1Y+yIwJjd1BOQc8j1qwLS5eEmO4OSQeaPYU+w/7RxK+2yiPD52lhcM3PAC81KPDy7QXM/OCcYH4VaRL2J2xIkih+Qw7DrVuK/uLeN2MKnA+cFs4A7D8KX1en2H/AGnif52Yj+HmkK+TJOuR3Ctzmo5PCd+igrqURLcAGIjv147V0Kag5dVMIBOeh9RUKXCTIJI0ZkXg84IyMij2EOwPMsS/ts51PCmrSMV+2wkgZwAQac/g/UFJV9RjUgZ2gc9elbkk13cOXQBYnfA3HluPbpUjWGLdppHwp44JznHWj2MOxLx2If22crPoMNo4M+oXErA8pGoX9eoq1FEohkitrcxwtGxZyNxY7c8k89ewqS6MYB2Ft5Y4PtT7QhYESPc0kkZOM4yMHAz2qvZxWyM54mrP4pNn0Tp0gn0y1lByHhRgfYqDVysDwZM1x4M0iR+T9lRTn/ZGP6Vr3FxHbW7zOcIi7jgc4rMwMrxNLt0p4P4p2VAB1xnJ/QVyEyttwpwRx0zVu8vpb+4E7DAJwiZ4VT2+p7mqyoSTk9K46srs9XD0+SOpRnJIDH74GQDxXM3kpe4JBxg/MDXT3sKuc4P51zd5bFZfMzn2qEdBq+E4Hu/E1goz+7fzW/3VBP8APFeymvO/hvZgTXtwwBdVSNT6A5J/kK9EzXXTVonlYqV6h//Z", "path": "002107.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002108
Men Tshirts
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", "path": "002108.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002109
Men Tshirts
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", "path": "002109.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002110
Men Tshirts
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", "path": "002110.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002111
Men Tshirts
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", "path": "002111.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002112
Men Tshirts
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", "path": "002112.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002113
Men Tshirts
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", "path": "002113.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002114
Men Tshirts
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", "path": "002114.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002115
Men Tshirts
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", "path": "002115.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002116
Men Tshirts
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", "path": "002116.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002117
Men Tshirts
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", "path": "002117.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002118
Men Tshirts
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", "path": "002118.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002119
Men Tshirts
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", "path": "002119.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002120
Men Tshirts
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", "path": "002120.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002121
Men Tshirts
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bUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+ZTSjg0poAQ9aKQctT6ADoKbSnmkoAKSlpBQAUjcU6mtzQA1elJk7qcowKQj5qAHdqYeTT6Z/HQA1lwc0lSkZWo8UwDg0hFIeKUNkUAIUphTNSHgUvBFAFYrjioymeKtlc1GF+bmncBtjdCO4Fmx+8Cyf4VrVyTSkX/2kHAjmCg/jzXWipkgCiiipAKQnAyaWopTnC59zQBHNmZSgJCn071jS+G7S4lLzK0mT0dyw/LpW4oxmkye1UnYLlQWNvFEV8sEYxg1z0cBt3ls1B8pWJj/ANlOOPwNdSybhzyKrPZqWLd8YHtVJjTMyON5MY49KvxW7rjJFWY7ZVUYFTBMelDkIahwAD+dTA0zbS7fSpYDZIIpgRJGrZ9RUR0+2P8Ayzx9DVjJFG4+1S4p7jUmtmQrZW68iJfxqDUyIdOlKKMnACjjJzVwsawvEF1Itm7R4+TIyfXoP1pxjbYd23qeU/F24WC/gh3h7kL19O2PbpXjlxIYpQjnLjIA9z1Jr0H4hSl/E08U0jSTqoyT2NcKLMJNJI44Vsk+1Q9zbokU/KMY3EHB4qozAPlumeRW/cGM2XyR/us5WVhgk45A9qxTCGG5yQT0FMlliFY4XWRWypGSD2qSM7IIpoQfllIZfpz/ACqp1AAUjHpWlbW0tlKk88TTW4+aRUP3R05/SgD1D4eeHo9VuW1aSIBXby4Y8cKD/wDWya95iiEQAUYHSvLfhPNH/ZKDOQvCg+nrXqgYMByKvoRPexKOeKTtQpppPFIgimGVNZ6TG1uRIOVPDD2q/I3FZ0y5NWgNtWDoGU5BGQafWVplwQTA590/wrVrNqzAKKKKACiiigAooooAa5wpqo336sSHLY9Krv8AeqkA9OhH404HDfWmKcMD2NK36jpQA/vQT1poboadxn60ACjilJoJxTc0ALSE00mgZY0ALnNOAoVaU0AI1AFAGTT8YpAMxTCPmFSkVGwyRTAKYeDzVfUtW03RrYXGp31rZwk7RJcShFJ9MmvA/iV8Y7p9XXTvCt8YbW0k3SXcLhhct6DHGwfrQB9Az3dtaRq9zcRQozBFaVwoLHoMnvUV3qNjZKrXV7bQK4LKZZlXcPUZPNfIPi3x7r3jSdP7UukFvESYraFdsaH1x1J9zk1zctzNOFE00kgQYXexbaPQZ6Urgfc6kOAyEMrDIIOQR6iox8jEHpXyj4Q8ZeJvtOm+H7fVG/s5Zw/lTTGKNFHPzSDDBB1IzjivqiIXAI8wwtEI1AZM5Zscn2HoOfrVJgWyMrmo1bBIp0LcFT2qGI5Rv7wJoAnQ5JqO7fyLZ5fQU+EZYntVbWDmKKAdZH5+go6gY1wDBYQZ++7bz/OuwU5UH2rj9XfdciJekabePWuwT7o+lEgHUUUVABVMSb5C1WJm2xMfaqCHBqooC8pyDSZqOJsn61JigAJo60tGcUAJg0uDSZpaACiiikwCilpKAGtWBqZ81lgPKg+a/wBB0/X+tb0jBULHtWFqeLOyuLibpgyOx/hwOn07VSKifOfi+VrnxNdNuJbzNqkjrgY/nVJ42udRiskhZz1Ma9yB3Pp3qbXDu1mZ0BCtIZNx64bnH6U61sb9VfWQJEKjfIV/hjY4H4Vn1N2ZmqI32lopJFbyjj5R8oPoPYU2SzSGzKSxkzuRtx1ApbtQutMv3oTNnOc8EcV1trpkv+hTGINhvs7A9QwIbP06UWuI5a68OPaR2LMxzcMC3+yM4H8jXR6ZatA85lPmW6xOnzDgjHPNdT4t0oJaQvFhkijVXIHPByDj/ez/AN9e1U7TTX1W2jEcZitc72xyzev0HYZ6mm1ZjWqNn4YIY0WNQdpTcfY5AH55r2OIDYDXH6BoSaZZpcIo+0thnUdNvZR9BXWRuWQelUlZGNRpvQmztz9Ki35XNK7fIfpUUZzEfamkQSL8wqvLFwTVmIfIKVlySKLgZJDJIHQ4ZTkGt2KQSxK46MM1mywHaTjk1Lp0ygvaknzFG/B9DRLuBo0UUVABRRRQAUhOBmlpCMjFAEJGSaY4+apthHvTGqgIgOSh79KXlhg/eFOIDAUFSQCPvCgCBiRkflQZgyDPripSA4561SvA0MbSqAdvJB9qYF1Tx606oYJTLEj7Su5QxVuoz2pZXZIXaOMyOFJVAQNxxwMnpmkBznjrxhB4L8Oy6nJElzKrKqW/mhGfJxn1wPpXiGufHfVdW02a2t7COwn3K1vcQTNlB/EGB4bI4rl/ifrVlr3jCa7t9In0u7C+XfQTsCTMpIJ49sflXEUrgfQng741f2vq7Q69aCOfzM2ItZCseWUKUfJ5HcE5xk+le06bfpqdhHdpDNDvyGimXa6MCQVI9QQa+G7a4e1uEnjxujYMARkH2PtX2l4N1u18QeEtN1C0YtFJCqsrNuZHUYZWPqCKEB0C9fwpxpi9adQwENZusatZaDpVxqWoTCG1t0LyOf5AdyegFZXi3xba+GVslulfbdyMryLwIYlUl5CfbgAdyRXzH448dzeJ3Gn2fmWmhwOWt7YyF2c/35GJJZj7nigCn458aX3jfxBJf3DMlumUtYM8RJ/iepNcnRRSAK7PwX8Ota8b3eLKLyLGM/vr2UHy09h/eb2H44rofhl8J7jxXLHquqxvb6Mpyozte5I7L6L6t+VfTljY2um2MVlZW8dvbQrtjijXaqj2FOwHE+H/AIWeHtE0aOwMRuWYhruVuDckfwtj+DPO3oeM5rtXUBAqgAAYAHank8moVlEhkUK4KNt+ZcZ9x6iqQDVfY9RA7LtlzgNinSn9TUFw2JA3cUwNOAcVm3kqnUy7H5II8n61fEwjtjKTxt3VzdzKXDDPLHc5/kKEBHbq15qKZ6vICfzrt65bSoQl7bhvvOS34AV1NTIAoooqQK93zGFHc1WVDVuYBivtUYAGKtPQBqAgg1LmopZliUk04HIB9aQD8mlzTQaUUALS0UUAFFFKRilcBKK868X/ABj8OeFzJbQy/wBp6gvHkWzAqp/2n6D6DJrw7xV8YPFXiZnhW8OnWTcfZ7MlMj/af7x/Qe1FwPorxH8QfDHhmQx6lq8CSxjJt4j5kpPYbV6fjivJ/Ffx2tdQVbbSNHkkt1fc7Xj7RJ6AqvbPOM84rwskkkk5J6mm0XA2tR8R3+o3txcuyRNM25ljXAH0rd0H4gX+mpLbXyfb7ORCnlyEBl4xw2OmOorlILRruUKrKpY4Gckk+gAySa7jT/hhql7Gpi07Vpnk4jZrdbdN3v5jBse4FCHdnLnXBucLarsYFQC549Dn2rd0HxbqNmRJeSpJCqgRxkcgg8Hj6d69J0H9n20aKK41zUbhXPL2tttIT28zv+Artrb4QeF7KIJaxXMRAxvMxc/+PAj8gKLFKbvqc9o/jrTNZktUjtp3uJs70SD7uBz1xxWvoGiqzNc26S2/71i6tggrn5ARkj3ra0zwfpugSPLavJNcOCPnwTz2AAAFbOn6c1lbLE3JLF35zyarfcrmstCa0R1GHUf8Bq6uF+hoVQFpHA60GQ2ZgUNRx/dI9RmmSPnikjbCj24p2Atx/dp6imRjCjNSFlRSzMAoGSSeBUgJJtVCzEKoGSSeAK4u01+OTxYJkb/Rm/cA+o7H86j8UeITdo1nZtiA8O//AD09vpXLRkoQc9K551dbI7KdD3W5dT2gUtZmi341HTIbjPzkbX/3h1rSrY5GrOwtFFFAgooooAr3EggtpZT0RC35CuF025urX5oLmRQTkoTuUk+x/pXWa/L5OiXRzgsuz8zj+tcha/dFc9aTTVjrw8E4ts6a11yNsLdR+W399eV/xFa8bpIoeNlZT3U5rjT0yKlgnkt/midkP+yaIV39oJ4dbxOtb1qrct+6I9eKyV164jUeYiSj/vk/4fpWVrviqOPS7lVtpRM6FEwwIDNwDn8a3jUi+pg6U10Oi0m7e60+OeRNrMW6dCASAfxAB/GtIHIrP0yRX021wu0iJQR6HFXga0ZmfNnxt8La7b+JJ9fnUXWmTYWKaKMDyB2R8c59GPX17V49X3RqVtJd2Zt0ELRuyiaOaPeskWfnTGRgkZAJ4FfJ/jvwbNoWr31xYWl1/Y/nEK0kLIbcnny3BHGOx6MMEE1LA4evS/hP8QX8Ga39jvZCdGvWAmHXyX6CQfyPqPoK8/8Asdz9gN95D/ZRL5Jlx8u/GdufXAzVSkB96CYPB5sOJQU3JtYYfjIwff1pYHdoEaaMRyFQXTdu2nHIz3x6185fDb4zL4c06PRNfimms4uLe5jO54V/usD1Udscjpg16vrHxDs5tItB4Vli1XVdTyllCh4XH3pJf7ir1Ocfzpgcr8bp9R1YWfhvTpIlhEb3t8S2NkSdGc/woOfcnGAa+er9bSG5aOyla4iQAea0ezccckDqBnpnn6dK7jxv4sVYLrQtPv8A7fLPIJNX1Q9b2YdET0iToB0OM/XzekAV7J8J/hMdfMWva/EV0sHdb2zcG5I7n/Y/n9K5j4UeDYvGfjFLe7UnT7RPtFyP74BACZ9yfyBr62jjSGNIokVI0AVVUYCgcAAelNAJHGkSLHGipGihVVRgADoAKl7U3HFOHSmBXY4Y1Gz84p7n5jUDc0wGyOCcGqk7bgrelLMxWTBNVZJwMZ6YqgJ9QvB9nhgQ8kZIqpBGG+eQ4ReTVUSNNLheSep9KmkZnUQx/cH3j60AWtMuPO12JzwDkKPwrrK4bT5DHqcDr0Dgf0ruaiW4BRRRUgRyDOKrSvsBPWk1K7Fjp01yU3+WM7c4zzWNLrdncQhknRc/wucEVUWr2Hytq5JNMZZMZ4rTgfci/SsCKZZPnRlceoOa1LCXKlSelW1oI0xSimqeKdUAOopOa8l8S/GbRFm1rw7Hp9/dXSiS1jNuF2ysRtODnK4yecHpSA6uX4i+HmmvIrO5N21l/wAfEyjbbxc4O6Y/KPoCSewNeKfE34vTeJYxpOizT29gM+fMjFPtHsBwdv16+grzvVPEFxqkMVmAlrp0H+os4MiNPc92b1Y5JrEpAFFFeheAfhfq3jmcXGDZ6QjYku3XO71WMfxH36D9KAOJsdPvNTu0tLG2lubiQ4WOJCzH8BXo2kfCaeRrL+175IpJ5ADZW3zyog+8XPRPpzzX0N4V8FaL4RsBb6VZqjEYknf5pZfdm/oOK2LiyilIYRqHBzuCjNNDVupyHhHwRougwrJYafDHJjBlZd0jfVjzXXR2uH8xyWlP8R/hHoKdbQCGMKB0qwKbBsAoC4xS44pe1FIQzaB0AzSEZp5ppNMBDVeV8CpHYAVRnl+tNICKSUgNj0ot5C8hDexqtMrTI6AlQykZB5zVu4tf7PsxcvIzBFHmHH68VTdgLzTxwwNLK4WNRlmPauL1nW59SJji3R2w6L3b3P8AhSajrJ1FxEmVtkPA/vn1NVjtK5xXDWrXfLE76FC3vS3MyRTtyetVJPlNacq5BGKoyJxiudM6rHT+B9S8u5kspG+WUbk/3h1/Su9rxm2uXsL2KeM4aNgw/CvXrO6jvbOK5iOUlUMK7KUrqx5+Jhyyv3LVFFFanMFFFFAHOeL5NmjqnPzzKD+p/pXOQEBQK6Dxjn7BbY6eeM/98muaiPSuOv8AGehhl+7NEHIFOHTPeoozlRTz93rWaLaIJyAOKx7i3N5e2kI/iuFz9Bk/0FaszcGmaTF5niCyGOMyN+Sj/GtaSvJEz0gzsoIRFGqjjgVZFBXDYpQK7TzhQT0zVcrHfWskVzbExvuRop1BDDpyMkYNWAKWgDy/xd8P9N0uzlv9I0CK705otmoaTEMGRB92aE/wyrz0+8OK8I8X+D28P/Y9Rs3kuNF1KITWVyygHBGfLfHAcdx/9fH2RXlvxK8LSWfh3VLyx8ttKmUy32nyEBEf/n4hJ+5IDyR0bnuaQHy1Wjp+rahpQuPsF3Lb/aYTBN5bYLxnqp9uKff6TPpsFnPK8LxXkXnQtHKrHbkj5gDlTkdDWXSAKmSNpHVEUszHAUDJJ9Khr2r4DeEdN1bU7jXLyaKabT3CwWmclWIyJWHp2Hvn0FAHp3wm8EP4P8J/6ZGE1O+ImuQeqDHyp+AJz7k13nepKYRzmqAKUUCigCrMcE1WEg3Yz1qe6+WsuSXYwbuOapAJfS7Zj7DFZU0ykkE8DrTb2+RZlRpF86UnYhYAn6U+1iDupcLxzimBNbRsy8Dbn9KluF8qLaox2rQjTCjA4HpXOeIdbttLyjESXB5EQPP4+gpNpK7Gk27I1dOtnnu41iGNrBifQCuxrlfA1++o6GbiUKJDO6tt6cYx/Oup7VDlcGrOwtFFFIRheKZPL0Ob/bKr+tedyDzE2nmu58aS7NMiT+/L/IVw6jK5rmrP3juwy9wz1jmtpjJbyvE3+w2K39H8S3FvdxR3rB4mO1pCMMP8azJkGDVESPHcRvH99WBX6g8VMKkk9GaTpxktT2SGdJB8pqYVBb5aBC6hXwNwHQHvVkCu5nmmfrGqW2iaPd6peHFvaQtK574A6D3PSvmjx0/9l6Jp2q7/ACtf18vfXDwnb5FueEiXHQc8+uK9t+JSx6kfDnhuU/6Pq2qotymcb4YwXZfxIWvnz4sajDffEG/jtfLFrZBLOBY+FVUGMADpg5qWBwdFFXNOspdS1G2sYBmW4lWJPqxxSA9D+Ffwzk8Zaj9v1FWj0S2fEhHBnf8AuKfT1P4dTx9SWtpBY2sVrawpDBEoSOONcKqjoAKp+HtFtPDehWekWaBYbWMIMD7x7sfcnJrU60wGjNLmlxRigBKKMex/Klx7GmAlFZF/4n0LS1dr3WLCDYCzK9ygbj2zk1nv8QvCCRh/+Ei047ugSbcx/Ac0AdNn1prMewrDsvGGi6jKsVtcXDs33c2U6g/QlAK2ZCQuRkfhQBDNK6j7tUJZmY9KttG8nV8Cqs8iIPLj/FqtARwqZLmNfVgK6BlDKVYAgjBB71kaXHvui56Iv6mtqoluB5v4h0g6TfCSEH7NKcp/snuKqQtvWvQ9U0+PUrCW2fGWGVP91uxrzZVe1uJIJV2vGxVga4q0LO6PQw9XmVnuTSDHvVR1GCe9W3YMKqykqxrnOtGdcLxx1ruvAWp+fZy2EjfPEd6f7p6/r/OuHnY9hVjQdROmaxb3GcIG2uP9k8GtqMrSMMRDmgeyUU1SGUEHIPINOrtPLCiiigDmvGf/ACDLf/ruP/QWrloWzzXUeNP+QTB/13H/AKC1ctbDKgVx1/jPQwvwGjFytSN0psQ+WnuODWaNJFKUfLmrnh6PdrkLY+5FIfzwKqS+laXhhc6rO39y3UfiWNbUV7xlWfuM6lvviih+MGlrsOAKKKMZoABxya8Q+InxBtpXjugq3GlWsxFhbN9zULlDgyv6wxnoP429hx1/xA8RxBLjREvGtbOCITa1eRn5oYD92FD/AM9ZOgHYZNfM3ifXX8Qay90IVt7WNRDaWqH5beFeEQfQdT3JJ70gKGoX0+qajcX10ytPcSNLIVUKCxOTwOBVGiuq8IeDdV8VzztY2cs1tZgSXPlkBmXPKJnguRnAPpSA5Wui8KeKtQ8Ja7b6rp8g3p8skTH5ZUPVW9j+h5pfE/h86HeI1vJ9o02fcbW4K7SQDyjj+GRTwynofYiucoA+3fCvifTvFmhwappsmY3GJIyfmifure4/XrW0a+OfAnjjUPAmuLd2+ZrOUBbq1LYEi+o9GHY/0NfWmha/pvibSINU0q4E1tMOD0KnurDsR6UwNGil60lMClfD5c1zepXqW1tNO+SsalyB3AGa6LVMi0cg8jmuH1U/arO6jHTymA9zg01sNK55xcajcardG8uD+8Y8AdEHYCui0nVdSjAC3kuO2Tu/nXLWq/vtnvXUWEWFFccpNPRnfGKaszYn1XUZISGvJun8Lbf5Vylx/rCTyT1J710cq4jPPaueuVwc1nzNvU0cUtkeo/DEn/hHZ+f+Xlv5Cu2ri/hvFt8MFiMF7hzn1GAK7SuuOyPOqfEwoooqiDkfHRxaWn/XQ/yrjYzxiup8fykCyiH+038hXIxuNvNclb4j0MP/AAxtw2B1rODHzgR1BzVy5b5TVO3UyXKoOSTgVMdzWWx7PZSedaxScfOgbj3FWxVGzgNnBFbMcmNFXPrxV1TXoM8o8y+K0V2/iLwWbSfyJnvZreOY9EkkjCqfzr5fvba4tL64t7pWW4ikZJVbqGBwc/jX138TtOmvPCZv7NS97o9zFqUAHUmI5Yf98lvxxXz58X9Phi8YLrFmM2OtW8d9Cw6EsPm/X+dSwPPK6v4ctGnxE0KSV40RLtXLSthRjnk1ylaGk3raZrFnfL1t5kl6Zzgg0gPou8+OWl6Zr11bSq9xZqQI/LgKsPU7skMD2wBVwftAeDCOV1If9u4/xpnxH+GY+IUOmanot1bWtykIAEwIjkib5l+6DgjJ7c59q+etf8Kat4c1SfTr+ykWaLksilkZezK2OQaYHumtftCaJFp8w0ayvJrwqREbhAsYb1bnJHsK8d1b4neMtaZjdeIL1Fb/AJZ27+SmPTCYz+Oa46rtlaC8uVhNzBbgkfvJ22qPfOKQBNqV/cMTNe3MhPUvKx/maWTVNQlQJLfXMiAYCtMxH867qD4TX95FE1jfNdlmw7Rabc+WF9VdkAb9PrXW6f8AAuPaoubXV55f7zz29tGfwBkf9BQB4WSSck5PvVi2llinV4pmhfOPMUkEZ+ldH460fT9A8Sy6RYxBGtQFnIuTOC5GcBiidAQOnWuTFAHsnhP4W32uyefH4smjXAZpbe3n6Hp8z7Qele2eGvDaeGrDyDf3OoTn711dBfMI9MgZx9ST715v4J8drq/j/R9P06aSSz/sJLa5DqRiWPc+efTO3PTmvYWYDrmrigGSyEKQO/eqLdcVYc7sk1WNUBq6SmIpH9Tj/P51p1U09NlnH6n5j+NW6ze4CVxfjLTNjpqcK9cJLj9D/T8q7Sq13bR3lpLbyjKSKVNRKPMrF05uEkzy+N9y1HNz0pbmCSxvpbSX70bFfr700ndXBJWdmevF3V0UJic5qoTgmrtyvpWefvGlFlSWh614R1P+0tCi3NmWD90/4dD+VdDXlvgXUzZa39mc4iuhs+jD7v8AUfjXqVd9OXNG55FaHJNoWiiirMjmPGxxpUP/AF3H/oLVzNkCQK6Txs2dPtk9Zs/kp/xrCsY8RiuSv8R6GG/hlofKMGh3yOtLIMLVOSXB5NZI1auOf3rc8MW5jNxMc5lCEZ/u4OK563jfULyK0hPzSHBI7DufyruLSBbe6nRBhFCIo9gtdVBdTlxErLlLMg+WhegofkU1DxXQcg7vWF4t8SL4c0hpkEb3sxMdrHI21S+CSzHsigFmPYD3FbbusSNI7BEUFmZjgADqTXz3458S/wBqR3Pii+P/ABLXJtNCsGH/AB87Tlpn/wCme4A4/iIUHgUgOD8aeI57+YabFJIbNJPtEkso2vezuMmdx2yMbVP3VwPWuLqxPNJczSTzOzyyMWd2OSxPJJpba3lu7iK3gjaSaVgiIoyWYnAApAbvg3wlf+Mtdh0yxG0Y3zTsMrCg6sf5AdzX1l4W8L2HhDQLfStPBKR/NJIwG6Vz1Zv88Csv4ceCIPBHhiO0Kq2oXGJLyUd37KD6L0/M966/vTQHB+PPAMXiKyubjT40F5Jh5oCQq3DKPlYHoso7N3Hytx0+eb7wpO+nXl7YQv8AadPcpqenshWW3x0lC9TGe/8AdPtg19jCuW8UeDYtYu4tX064Ona7bD9xeoudw/uSr/Gh6YosB8Y11ngzxvq/grUDc6dLvgkI8+1kJ8uUe/ofQjmvVvGvwUm1GyXWNHhtrfVCge706DiGR/4jCT93/dPH0ry3WvA9xYaa2q2Bku7GIhLtWjKT2UndJo+q+zdDSA+pvB/jHTPGejJqOnOQR8s8Dn54X/ut/Q966DvXxz4C8Ral4c8Sx3WlXUUcrja0Fw+2O5Gf9Wx6AnsT0Pevqrw34o0/xPZNNaForiE7bmzmG2a3f+66/wAj0NMC9qI3Wsg9Qa4fblWX1BFd1e8wt9K4vbiZ19CaoaPL4k26k6+hrrLAfKDXNTjy9buB6SEfrXSWJwgrimtT0IFyYfIa529XFdJJymKwL9M9PSs1uaN3R614GiEXhCw4wWDMffLGuk71z3gpg3hDTiDn92R/48a6HvXatjzJfExaKKKZJ5t46mLa0seTiOFfzJJrmwx28Vs+Ky03iG7GDwyqPoFFYzwSICeR+FcNV+8erQVoIrXD8VZ8NRfavEFnF1BlXP0Byf5VnXLsFJYVufD0pJ4niL9QrFfrj/8AXVUtWTW0iz1e6XaVkH0NCNmp5UDxMp7iqMDnYN3UcV3LVHmFsqGUggEEYIPevDfHvgeSTTG8NQpuMDyXmgP/AH1PMtnn+8PvJ6gY7GvckcMKpappVprNm9pcxlo2IZWU7WjYcq6t1VgeQRSYHwuylWKsCCDgg9qZXuHxL+G8qSz6qTHDdHLPchNsF4fVsD91Me4+655BBOK8Wmhlt5WimjeORDhkdSCD7g0gPp/4LeM7fW/CMOjzTouo6YvllGbBeL+Fh646H6e9enfurmEjKyxSKQcHKsD2r4QjkeKRZI3ZHU5DKcEfjXs/g344QaRp6WGq6SzgY3XFqwBY92KnjJ7nv3p3A9Ku/gp4IubJrePTJLZjJvE0Uzbx7ZOePapT8H/BqWccNtpEUciYxO5Z3+vJwT9Riqlv8dPA0yZe8uoD/dltWz+maz9a+Pvhiys3bSo7rULrokZjMSZ9Sx7fQUAeq4KIoClyMDAwK86+IHxY0jwlFdWFnMt3rSLtECglImI4Lt0467Rz9K8X8QfGbxjrfmRR3y6dbvkeXZrsOP8AfPzfiCK88eRpHZ3YszHJYnJJ9aLgSXN1NeXU11cSNLPM5kkdjksxOST+NVqK63wv4NutfVr27mXTtEgP+k6hOMIP9lP77noAKQGr4Hurzw7FcX+m2rXGu3qLaWSBdwgV2AMremThVB68np1+ldH05tL0WysJJnmeCFUeV2LF26s2Tyckk1zfgvwrBbrb3o0+SysLcZsbWb/XSMRg3E5/vkcKv8IJ7njuNoPfH1rRAVZBhKrHk1cudoIG7NVUGZQP9oUwOhiG2FB6KKkpBwMUtZAFFFFAHB+O7Dy5oNRQcN+7kPv2P5Z/KuXifPQ16Z4kgjuPD16smMLEXBPYjkV5TbFi464rjxEbO56WEneNuxPccgis11+Y8VsSRZQn0GelZsijfXOmdfQZBK9vNHOhw0bhgR6g5r2+CUSwRyjo6hh+IzXh7j5TxXtWmgjTLUHqIkB/75FdmHejPPxi2ZdoooroOI5fxlGWtrV+wmx+Y/8ArVlWigKK2/F7KumQk9fPXH5GsW1YFBXJW+M7qD/dkk/3DWJeZxgdSa2ZuQfSse8G1sj1rOxsmXvCOY/EIVud0D4/MV3RUC4cjuAa4bRGCeIbN+gbch/FTXdk/wCkEf7Irro/CcWI+MG6VEpwam7VCRzWxgc9400y91vSo9LgnS2sLiTGpXBfDLbAEsq+7YAz2Ga+WvHviZfE3iWSW1QRaZaqLawgX7scK8DA9+v419KfEe4u7nSLXwzprbb/AF6U2oftFCBumc+wXj/gVfNfjq/sbnxA1lpUax6ZpqCytsAZdUJy5Pcs2TmkwOTr3L4E+BGuro+LdQi/cwEpYqw++/RpPovQe+fSuD+HXga48b+I1tPmjsLfEl5MB91P7o/2j0H4ntX1zZWVvp1jBZ2cKw20CCOKNBgKo4AoQEhNKvJFNbk4p6daYDxS0d6D05oAbWZeaNZ3N39uESxXu3YbhFG50/uP/fX2P4YPNadNbpQB4X8RPgkLgyat4UiRJDlpdPBwrH1iz0/3fy9K4zwXd39n4ptdG1We90nUkJitr5kIkt/RHB+/Fx91sjngrzn6lqpfaVp+pSQSXtlBcSQOHieRAWRh3B6ilYCnbzXktgFvokW4RQGkibMcvH3k9j6HkVzkgxdv7811l2iRwsEUKDzgdK5ecfvwfarQ0ea6qoTXbggdZD/OtmxkGwfTvWPrmV8RXiDp5mfzANWrSbYgzXFPc74bI3DJhazbmMtnAqzbFrgnA4q5LZqsXTmsmao7X4eXHneFYY+8Ejxn88/1rra86+HN2Ib3UNOb+ICZP5H+lei11wd4o86qrTYUUUVZmeY+IlJ8VXf+8v8A6CKBCrRYIBqbxKhj8UTH+8Fb9Mf0pYcFK82t8bPXo/w0ZF3YRFD8gFUNIb+ytdtrlThUkBb6d/0robhAVOKw54vnJFOk7MdRKSsezE/ISPSs4AkkYx60zRbo3WhWs2fmMQBPuOP6Vc2h13CvTizyGrOxGFZORyKmSXPB601Dxg0pQGmxCyRxzxtHIivG4wysMgj0Irxr4gfBy/1y4M2hXdnHaoAYrGZCvlHHISTnCk5O3hR2FeyrlTz0qUVLA+H/ABL4Z1Xwlqv9m6rCsVzsEgCOHBU9CCPpWHX3bqmh6XrcIh1PTrW8j7LPEHx+dcRqXwS8D3+5k06azdv4radgP++TkfpSA+Saeqs2doJwMnAr6C1D9nfT/tSpYapfrAw/1kgjkKn3HycfTNZen/s8ahLqUq3urfZrFR8sghUySc9NocheO+T9KLAeOWem3moOFtbaSUk4yq8D6noKuXHh29tVIma2E+cC2WdXlP0Vc19RaR8HPBelWsccmmfbpFHzy3MjNvPqVzt/Sur07QNH0dNum6XZWY64ggVP5CnYD54+H3w2uruFL6/8L3FzMWzGNSf7PaIP7xAzJIf9nAH1r2vTPB0Nvc297q041C7tx/o0YiEVtae0MI4U/wC0ct7iuqPr3plNIBhB61E9S/dOOopjMvcVSAoy8vRbLuuoh/tClkI3HHWn2Azex/iab2A3aKKKyASiisvWtVTSNPedsGQ/LGv95qG7DSbdkYHjDVR/yDIGyzYMxHYdl/rXO2tqABxUMRkubhppWLO53Enua1o1AWvPrT5metQp+zjYr3CAxEGsO5UL0rdumwDmueuS004jQFmY4AHesoq7NpOyuWtC0uTWNXhgwfKU75G9FHX/AAr2EAKoA6CsLwxoY0fTwHA+0S4aU+nov4Vvdq9GnDlR5Fepzy8h1FFFaGJyvjfI062IPAuBkf8AATWNYSZjHNb/AI0i8zQi+P8AVyq39P61yumS/KB3rlrfEd2H1hY05TxWbdruBrQkbK1SmHBrHqbpaCaTJnVdPHfzgDXfyHF3j1WvPNLwut2eegnX+dd/K/8Apo/KuyhscWI+Is1Ew5qQHNIwJrY5zg/idqK+HfC2o6+hH21bU2Nme8bSsNzD3wFP/AK+XdBtoptRNxdR+ZaWaG5nQ9GVcYU/7zFV/wCBV9C/H9ZX8C2EMKszSanGu1Rkt+7k4rmvDnw52+FfD9vKiyXGuXUU12yjKx2iZl2k+pyo/EUgPSPhb4ebQ/B0Et0gGoakTe3bbcHc/IH4KRx2JNdtn0poxjjpTqYDOd1PUc0Gmg4J5oAlFHamg8UtACd6a1OPWmmgCPvS5pDSZwM07AVb05Qj2rl5/wDWj6V0l4xMb/lXOSDMo+tMDzjXMHxTd/7w/wDQRVu3RGTkfnVHWOfEF44PIlI/LAq3btvXA61xz3Z6ENEjY07bhsD6VpygGPGO1ZunJsUDrnrWm/ERrNlq7ZW8MzfZPGlqe026I/iOP5V65XisExtvEenTA/duU6e5x/Wvae1b0XeJyYlWkLRRRWpznC+M4fK1W0uQOJIyh+oP/wBeqMB+QV0fjO1M2ieeo+a3cP8Ah0P865eykyg5rhrxtO56eGlenbsTTLxWZPFya1n+YHFUZ1+U1nHc1lsdN4Qut2jPb5+aKUj8DyP610MJxlfxrnfCcAGkyuo+dpjn8AK3P3iEN2r04fCjyqnxstlQTQBikVsgEU6mQFGaKSgB2aWm0ZxSsApFIaN1GRQAmKDS8UUwIicGmk06QZFMByKaAYx9qiZ8DBFWSwAqvIwPamgKkxGeBiptNGbzj+6aZImI2c8elTaWp8927BcUPYDWooorMCJ2VELsQFUZJPYV5lruqPrWqlkJ+zx/LEPb1/Gt/wAZa35Uf9m27fvHGZSD0HYfjXK2UPINc9edvdR24Wl9tl60h2r0q25wvHpTU+VPSoZ5dqnNcTO9FHUJ9sZyf1rW8D6P9ouG1S4XKRnbCD3bufwrBtbSbWtYjs4c4Zss3ZV7mvWbO0isbSK2hXbHGoUCurD0/tM48XVsuRFmiiius88KKKKAMvXbf7Vot5EBk+WWH1HI/lXndi+Oe1eqSLvjZfUEV5VbJskeI8FGI/I4rnrrZnZhXujXByvWoJe9Pj4TFMk6GuY60UfNa3mWZB80Z3D6jmu1066N5YW12esiCQ/jya4mZevuCK6fwnKJdAsxnO1Nn5V14d7nJiVszqEOVBpScGooD8mPSpSMiug4yKa1guVCzwxyqDuAdQcH1Hofeq2m6ZBpOmW+nwFzBbp5ce85IXsM+gHH0Aq4p7U+gCEEg4NOBzTiAaQDFACN0pm75qc9QZO400BZBzTs1Ep4qQGkAppppaQmgCM0xjgU81GeTTQFC+Oy2c96wgN0g9ua2dRO6IqPUVlYEayMT91aAPKdQkL6vcvnrMx/U1dtDkgZxVHUYzDfyqeoY5q3YnLKK4pbnox2OmsR8gq7J9yqtiAFFWZjhTWbNEc9qD+Xcxyc/JIrcexBr3FG3Rq3qAa8I1Ql5VQdWbAH1r3aIYhQHso/lW9DZnLi90S0UUVuchWurdLm1lgkHySKVP415pbxva3EttLw8TlD+Br1PtXB+K7T7Hq0d6oxHcrhvZx/9b+RrCvG8b9jqwk7S5e5EuCtU7lcA1agO9AajkheVwijLMcAeprlR2s3/CG7+zpQwIUykqfXjmugxyRVSytl0+zgtxyEXDH1Pf8AWr2ARXpRVopHlTlzSbREnyvt7HpUpFMZTj3HSpEO5aZIgpaQ8UUAGaWkozQAYpMGlBpaAG5IpN9ONIeaAGkgikwBxSlc0m0igBCVA5FRtIijOBSzKdmaqMrP3wKpICK4mMpx2FW9JHzTfhVN0w2Ku6Wf9cPQiiWwGlWXrWqxaRpsly+C3SNf7zdqvySJFG0kjBUUZZj0AryjxHrj65qmIyRaxHbGvr7/AI1jOXKrmlKnzysVkklvrqS4mYu7sWYn1rZhiVEHvVOxtwqgkVeZsc+lcEndnqxVtBZJNoxWTe3BbEaZLE4AHc0+9ugoIB5ro/Cnh1lKanfJ+8PMMbD7o/vH39KKdNzYqtVU43NTwroX9k2XmzL/AKXMAZP9kdlrpKKWvQSSVkeRKTk7sKKKKYgooooATtXmGoxm28QXkfYSkj8ef616fXn/AIutzBr8dwB8s0YP4jisayvE6MM7TsRR8/SmyDBxS253Rj2FLIuRXId63KMw6VpfD+fzdHK5+5PIv/jxrOuOAvHepvhs2bW+T+5dyD9a6sNuzmxPwnfx8MfepqhHrUgNdLOERhg5FOByKDzTB8px2oAkzSUdqafrQAjVAfvVMagP3qaAmXpTwajTpUlIBaQ9KWkNAEbVG3QmpGqM96YGTcMTn61RvY/KsTn7znFavlDzCWI61lazJmVIweAM1QHmXiKExX5bs4BH4cVHp5+Za1vFMGIopO4Yj8DWJYNiQVx1VZnfSd0jsLPlB61LcHEZqKzJMYNNvXIjP0rBm6MGT99rNrHkfNOg/NhXvYGBXgunqZ/EOnju1zH/AOhCve+1dFHY48V8SFooorY5RKx9f07+0tJmjUfvVG+M/wC0P84rYopNXVmOLad0ebaa++LnINbmkWZmvhMV+WPnPvVSHTWj8Q3lonCb949lPP8AWustYkhjCoAFHSsKVJ3u+h2VaytZdRTggg09WxwaRkGaMY6V1nES4zUZzG2ex60qt2NPxkUgFBBFGKiGUPHSpQc80rAJRS8UhNABRmm80m0+tMB+RScUzB9aXbmgB/FISBRjFQSPzgGgBJ3LDavU1WdSqkZqfGOajZSVLEYAqkBWVcnNXNL+7Mf9qqyDEDHv61ha7rsmi6O6wAie4bar/wB0Y5P1pSeg4pt2Rn+OfEu5m0mzf5Qf37A9T/d/xrl9OhLsGNZcZaecliSScmumsIgiAmuGpK56VKCirF+MbEAqreXQjXrUlzMIowc9av8Ahvw6dWlF/fqfsqn93Gf+Wh9T7fzrKMHJ2RpOaguZi+GPDbX8i6jfp+5BzFGw++fU+3869D6CmgBQABgDgAU413QgoqyPMqVHUldi0UUVRmFFFFABRRRQAVyvjW0Mumw3SjmCTk/7J4/niupqlqVqL3Tbi2P/AC0jKj69v1qZK6aKhLlkmcBZP8g54q244rLsXK5VwQVOCPQ1qZBUVwnqXM+6BHapPh4vl3Osxf3bwn8wDTrtcxj2qDwbL5Hi7U7Y8CeKOdffHyn+lb4d+9YxxK9y56LnilzxS4BFNxXYeeODjvSnnmmbM0AkcGgB2RSfjRRSARjUYAzTzTOM+9MB4p/emr1p1JgLSGlFIR70AMaq7Zyanb61C2aoCHy+cnoK5++O+7kbsDgVs3lwY02g8msaX52YnvTBHNeJoN+msQOVOa4+0bEi16rFp0eozG0lUESwyAA+uOD+deUxKY7ho24ZWIP4VzVlqddB9Dr7Fz5Qov2zER3qCwYmMDHtVm4iypJrkZ2JGZ4djEni3So26faAT+p/pXunavEPCeJPHGn55xIT/wCOmvb+1dVH4TgxPxhRRRWpzhRRRQBntahNTkueMyRKn5E/4ipY+DilkbM3HQcUo65qlogvcc1JxTutNYY6UAIwxzSh/WlByKXaKADINAxSeWD04o2kd6AHZoxmkBpaADbQRS5opAJj2pelBIHNRtIKNwElfqB1qNYwOTSbiT8o608IT948VQCdeB0FQTuT8iipnbA2rTYoh9800BXnXyrUL3Ncb41h36TC4HKygfmDXX3r7nCjoKwPE8W/QZD/AHWVv1qZ/Ay6fxo4KytsMDzW2j+Wg54rPtTt+ta+naZNrV0IIvkiXmWTH3R/jXn2bdkepdRV2WtG0VtevFkkDLZRH52/vn+6P616JHGkUaxxqFRRgKBgAVDZ2cNhax28CbY4xgD+p96tDmuuEFFWPNq1HUd+g6iiirMgooooAKKKKACiiigAooooA831i3+x6/dR4wsjeav0bn+eafG3yj3rV8aW+HtLwDkExt/Mf1rFhJZOtcVRWmz0qMuaCHTqDE3risiyl+x+M9Kn6LMHt2P1+YfrmthyCuK5/Wd0McV0vDW0yTj/AICef0Jp0naaHUV4NHranilqtDOsltHKDw6hh+IqQTDoeK77HmEtNbFN3g00j3osA/OaB9KaKUcGgAOKj4z1p5BNN2mmA5akqNcinZpAOzTSwoJ4xSYoAbnOeKhncRoWNTsQBWVqU3ybc9aaAz55TK5P5U2OIucmnwwl+TVh8Qwk0wG6T/yMEYzwsbAflXmniWy/s/xlfw7dqtMXUezcj+degWU3lapDN2Eqgn68f1rn/idZeTr9jfKMCaLYx91P+BH5VjWWhtRdpGfp4+XFaFwv7k/SqGmjctX7k/ujx2rhZ6RQ8BoX8cW+RnakjfTivZ68h+HEe/xjO5z+7gbH4kV69XXT+E83EfGLRRRWhiFITgE+lLUNw2IiPWhAV0+Zix6mpccVDGanHSrYIVTSkZFNI5pQaQDSCOlKGPen0hXNABk0ZNIDjrTqAE5o7UtFACc0bqWm4FAAee9N2qe1B46UmCaAHAAUE4FHQVGRuPPSgBBgn1p8hCRE05VCiqty+75RT3ApPl3JNUNcj3aLcgjP7s1p7QpqjrKs+mTqoJYxkAeppy2ZUfiRwem2FxqN6lrbpmRjyeyj1PtXqek6XDpdittFzjlnPVm9aqeHdEj0ayAZQbqQAyv7+g9hW4K56cOXV7mtetzuy2FooorQwCiiigAooooAKKKKACiiigAooooAxvEVr9q0O5UDLIPMX6jn/GuJtm+Uc9q9KdFdGRhlSMEe1ecNCbeVozy0blD+BrnrrZnZhZaNEzjAzWfqFss0Dxt911Kn6GtHO5feq8wHlnNYeZ1pHReEr5b3QoIpMefAvlOPdeM1uGIGuL8MrGuoyxFyryfMMHriu0UMvDHcPWvRhLmimeXUjyyaGGHFAQ+tTA+tIVz0qrmYwDAo5oIIpNxHUUBcXdxShhTN9ODLQFx2eaXtTQy0m8UDuPzSFsCmFxUbzKo60WFcSWQAVlXQ8ydBirMkmfmPTtVOSbnI60wJshFAGBVW4BkwM8Um53J604QO2M8UwM+8IhhG3qHDce3NT/Eq2+0+Hba7UZMEytn2YY/nio9RQB0TqTWvrdqdR8BzR43P9lDj6qAf6VnU1NIOzTPP9KPyDFX7sgREnpWfpJDIh7FRV6+P7k5rz2eqix8MIs63qk392MJ/49/9avUq86+Fi5XV5PWZB+hr0WuyHwo8ys7zYUUUVRkFVpfmVifSrNVZWCny8jcRkDPJFNARxDipaSMAKKftzVMAptOCmgg+lIAoDUgoIoAdkGjFMxRk96AH4pMGgGjNABg0vFJkUUALxSGk/Gg9KADGaMAUmTTTnvQASPgcVXYfKTUpGTTXxiqQFYjLYFRXAXeoYZGRkfjVlRmTNVbk5kbFUBv0VFA4kgjcHIZQalrEAooooAKKKKACiiigAooooAKKKKACiiigBoHArhdYiFrrk6kYSUCVfx6/qDXd1zHi20D20N2B80bbGx6H/wCv/Os6ivE2oStP1MAsNuB0qCZgUz+lShcR9enWmNDuGa42enGxj3zSQhZkZ0eNwwZGwQR716BpOqSXEMQnU5dQVc9/r71x88aSIVkUlehq5FqF/baX9ltkt5gB+7aYNkfXBGa6KFVRVpHNiKLnZxO6OcZwaUGsrw/qct9ZKtyqpdIPnVTkfUe1bOB6V1JpnBKLi7MZwaYRipdopNgNO4iBsdxTcBjgGrBi9zTfKI6Yp3EReWR3zRt2jJNSEMo+6TVaXzXO0KwFAiN5CSQMVCzH1qT7PJjAQ0fY3PHA4pgUJWaRtq81JHZHALVfisxGOxPXNPK4/CncZV8pIkJxzUe4BC2Ke6vI20YAzjrVe+3LGEDgA9aQGVM/n3TOeign8hXXWcIl0OCFhgPbhSPqtcukCpBO+M4TGT7mur0vzP7Mt/M+9sH5dv0qZFdDyjTIjFI0X/PMlfyOKm1dtlszE9sVPbMh1K/IAUCd/wAOTWfrLho254FcEtz1oaq50XwofdaaoO/moc/ga9GrzL4VK/maoQf3Y2A/Xn+lem11R+FHmVfjYUUUVRmFed+L7q6fxBF5e9LeCPCzRtgh88j27V37khGIIBwcE15nfSTSXLSRzOWLHdjDfgyn7w9xzW+HXvXMqu1i3beI9Xt1yJ4LlAeFmHOP94c/nmtGLx/ZxEDUrOe19XT94n6c/pXLzS26D5orUPjJJLRnr6VSMlpLIUeFdvPzC5rpdOnLoZKU4nqGneI9F1VS1lqVtKR1XeAw+oPIrW4YZHI9RXilyLZoBawJFGiyb8LhsnuST1P8qu2r3EMWyzvLq2wuF2THj04PFZfVr6pl+3S3PXhijA9K8ki8QeJbcALq7ORwfOjVs1LH4+8SW5AeKxuRz1Qpn8jUvC1Og1XgerFR6U3aK82j+KV3CrG70NSV7xXGM/TcKv2PxU0e6haWSyv4lQgOwjDhfrg5/SodGot0WqkX1O520ba5uH4geF5olk/tWONWO0eajpz6citWDX9Iuf8AU6pZv7Cdc/zqOWS6FXRe2Gk2t70JNFJ/q5Eb6MDUo596QyHaad2qTFJRcCOmM3oKnxUZ60ARgMexprKT0FTUhx16fWncCHyyOSapyIAx+tOvNWsLNSZ7uJQBkgNk/kOa5u48ZWMhkWzjkmK/xONq/wCNVqldgtXyrc63SWZtNi3jBBYfkTWhWbody15otncOAGkiDEKOOa0jWQPcWiiigAooooAKKKKACiiigArPu9Z0vTp4Yb7UrS1mnOIo551RpD/sgnn8K+UP+F2/EP8A6GH/AMkrf/43VJfix42XULi/GtD7VcRLDJKbSAkopYhR8nAy7dPWgD6+1S+TTNIvdQkG5bWB52GcZCqWxn8Kxm1rVtP0q71TW9MtLW1trcz4s717iViOdm0woMnp1POPrXy7ffFzxzqWnXFhd66ZLW5haGVPssI3IwIIyEyMgnkc1XPxN8WlbtRqMCC8BFyY7C3QzZ7sQgy3+0eR2NAH1Y3iG40/T7q81yxisnht2uVgt7nz5GReoxtX5skDA3DJHPIzS1fWJ4vD2oS67ZxWLx25nSGC589yARxjavzZKjA3DJHPIz8v3XxO8Y315Jd3OsmWaS2a1YtbxYETEEgLtwMlVOQAeBzTb74l+L9SupLm81hpZZLc2zEwRAeWWViAAuBkqpyOeBQ1cadnc+gYxqq28ouLWyS+RN4tlvCxHIGHOzjBIB27gM/TL7aS9NxcR3a6YFgh86UWt3NM6gkhflMCjkg988HANfPR+JHi06lLqJ1cm6liMLOYIsbCwcgLtwMsAcgA8Clg+JPi62a4aLVyGuJBJKTbxHcwAUdV6ADgdOvqaxdI6I12rXPfku5pNMl1CfTry2t/NZIFlgcSzIAvziPbuAJYgDGTtz3qaxN01hBcXVnLaSTKzrBMCHVN7BSwIGCQA2O2cV8+x/EzxhErhNYIDyGVv9Hi5YgAn7v+yOOnFJF8S/F8MCQpq5EabtoNvEcZYseSvqxqXR7FrFaq59GfaZYXBV2XjBKnB/Opmu9XEZez1mUHGQs6JIv8gf1r5tb4meL3+9q+f+3aL/4ikHxJ8XBSo1c4PUfZ4v8A4mmoTWzE61N7o9Kk+OXiTSdUurC/07TrzyHK703RZH4E1t2X7QulvtF/oV5Ce7QyrIPyODXz1d6leX1zJc3M2+WQ5ZtoGT9AKg8+T+9+grdN21OWVr6H1hZfGvwReEK+ozWpP/PzbsoH4jNdLZ+M/DOooGtNe02QHoPtCqfyYg18VefJ/e/QU0yMeuPyFO4j7ujliuF3QyJKp7xsGH6UGNs/df8AI18LR3lzCcxzyIf9liKsf23qoGP7TvMf9dm/xp3Fqfb3lt95wVHvUZnt0yzSxKP9pwK+H5NQvZiTJdzvn+9ITUis7KCXc5H9407gfa76ppsC/vdQs0P+3cIP5mqkmtaXjP8AadgATx/pUf8A8VXxn9cn60hIYYKjFFwPsJ/EWiWqFpda01cZ/wCXuP8AxrktV+KXg+xdi+q/a5B/yztIy/68Cvmgoh//AFUm0D1o5gPXPEPxsubq0mtdD0/7KJMf6ROweQD2UcD8a9z8G3zz+AtGvLhzJJ9gjeViSSWCc5J75Br4zjiaWRYolJeQhVA5JJ4Ar641u7/srQtO8PwsTMbdEc4wRGoA/DJGPwNRKXUuMXJ2RztortDNOes8hkyfc5qhq4DWm7kAHmtuQhIRwOB0rH1YeZbbRgVxvc9aO1jqPhVBs0i+n4/eThenoP8A69egiuA+F8wOnahb/wDPOcN+Y/8ArV34rqjsjy6vxsKKKKozKOqTfZ9Onk7hcfnxXm15JCk7OwYE9fSu48U3Ah09E3YMj/ngZrhGEcpKvjn17124ZaXOas9bEfyTgIJ3x0IY1XfSw2WQAn1GKm+ytG5K8jsp/wAaiSUIdjAcdc11LyMPUYkbwZ/dAjuR1qzG8LjBfYSOjDFRPwqkHII6UyRkZQrDjHr0piJ5bc4B2hl9RiqD2xYNt9SanIliOY3JTHTOOKkN1tQiTB3ccjB9apCZlmRIo5BNF5icd+QaSyiQW891EoVw+I8D5XA6gg9qlmKRRyBgCGP8QyBV3w6Vi0l9m7MhZzuTcODzxnnpRJ2HE57Uo4vtlnClt8g3zeVLhsA/LjjtleKsw6cl1JlrVIkHUgYFOiYyeLLobhGIY0iyvGDtRj+rGtcocsgJP1qIWtcc73sZyaPFGzGGUpj+IHHNXkg1BUUQ6ndpgdBcN/jUxhAjyTz6CkHmFieNuKbSYJsEu9XgYbNZvzz3lLfzqxDrniZ5wkWqzBB1Z0Rv6VBG7kFinQfjipoH2gHYUB4HNQ6cew1OXc1JvE2swYDXqfN0JiGax9V8YeIWlVdP1WMSFfmg8pN+exGeufSpbtEuYgQORWA9uyll3Boyc4P5fyqPZReqRaqPZs6c+INQltQ73soIADljswccntUL3Uc6B/PadCOWZyawY9+5grOVPVSNwzuHY9gua1IpDGm2GKIp3xY9fw9aXKolXcijqt0YbJ/sgMhYgqI13Ej0AHNRQyTxowuIvKklQMqN98DPf0Pt7VoO9+6BUjkgi6tvKwqP++fmrDnuIjqscUR+ZwVJAIUkAdM896xrO1Nm+GjerE9m8J5HhbTd3UwKfzrcrG8MFf8AhHLAKWO2EKd3XI4NbNca2NZ/ExaKKKZIUUUUAFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVaRvkX6VVqwudg+lNAO3Um4mgCncUwEopcikPSgDV8Lwtc+LdHhUZL30Ix/wADFfSN9Ib/AMV6jOxOIpPIQegQYP65P414R8Ko/O+JugLgEC4JIPsrHNe4NIV1DVZW6m7l6f7xrGpsdGGV5MW5OVbvis275jI68VaWYSEiq959ziuZ6noWsbfwxk2XmqQcZIR/5j+telV5R8O38rxTcLn/AFtuePoQa9Wrqh8KPMrq02LRRRVmRx3jbcJLNsnaA/H5VyJ2+eVc7SOg9a7jxdDLPaWwhj3sGJPIHGPeuOk0u8k4aHP1Yf4130JLkVzlqp8xF5jwlcDeh6q39KTzLa5GN21yej1ONP1FV2iHIXsWX/GkbR7l1VXtmX3V1/xrbmj3MuV9ircWrxsSq5HYjHpVVwSTv449K0xpmpQMEjTKnopcEfqabcadeTRYMAD9Mhh/jVKce4nF9jO3tuIGGBA6etBlygDYK9fmHtVr+yL3dkW56f31/wAarz6RqDoV8g8Y/jX/ABp80e4uWXYcFjkspMJndngjOOKk0W3L6YysGJRpAuTgjjqKItN1JIgIwUJ7EqR0+tXdHsLuNbkGHaCxzhhgE56DP0qJSXcqMX2ORMcra7qrxDJW7kB47BIR/WtvY6nqRwD0p1jpF/F4n1Em2/dSTFwd691j7Z9jWnf6bcrKWSE5I/vDj9aITSSVxzi27lFpCIWw+cHjHakHmhEw+SevFPGl6gIiGiOzqPmXPX61Mmn3qpu8piR23L/jV80e5HLLsMRXZx8oxjHIqQMcqpUEY/hNTx2lz5IHkNjPJ3jP86tR6X5m1RC6kdRuGP51DlHuUoszJXjSMDB/PNUJljIBIOcE810jaHvABRgB0GR/jUb6ArDmI8e4/wAaSnFdR8sjnRCpwVUBQOoFSicwxFBIQf7xNbP/AAi7k/ugcnsxGB+tVz4Tu5JNzFSP96hzi+ocsuxlrCLjCeeSTy309Ks22lwz6jHaXqFbOdg0dyhG+CUDH4qRj8q0V8LTwfxn6AirVloN3LqNvbyYWIvvLbgTgcmsqjhKLTZpT5oyTR22lacNM06K080yCPPzkYJ5zWhSAYAA7UtcB1Ntu7FooooAKKKKACiiigAooooA/9k=", "path": "002121.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002122
Men Tshirts
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", "path": "002122.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002123
Men Tshirts
{ "bytes": 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", "path": "002123.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002124
Men Tshirts
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", "path": "002124.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002125
Men Tshirts
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", "path": "002125.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002126
Men Tshirts
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", "path": "002126.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002127
Men Tshirts
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", "path": "002127.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002128
Men Tshirts
{ "bytes": 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", "path": "002128.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002129
Men Tshirts
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", "path": "002129.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002130
Men Tshirts
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", "path": "002130.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002131
Men Tshirts
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", "path": "002131.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002132
Men Tshirts
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", "path": "002132.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002133
Men Tshirts
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", "path": "002133.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002134
Men Tshirts
{ "bytes": 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", "path": "002134.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002135
Men Tshirts
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"path": "002135.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002136
Men Tshirts
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"path": "002136.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002137
Men Tshirts
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"path": "002137.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002138
Men Tshirts
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", "path": "002138.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002139
Men Tshirts
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", "path": "002139.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002140
Men Tshirts
{ "bytes": 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", "path": "002140.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002141
Men Tshirts
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", "path": "002141.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002142
Men Tshirts
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", "path": "002142.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002143
Men Tshirts
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", "path": "002143.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002144
Men Tshirts
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36V3V7Pq63DCySJYx3c4zXPPVnVT0R18R4qfNcInirVLBwl9pUrKT/rISGFdRperpqcPmRK646hxgipNC+7VQuOc1mav4v07TJ3hmkZpV/gQZNZL+LJrqPzLXTbh09SuAfxpNDOR+IS+ZfxDBzt4NeqfB1ifAca84W5lAz9Qf615t4vZbrTLK/wBjITIUIbqMjp+lej/Bst/wgxDHO27kA+mFrop7HJV3PQqKKK0MgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAErw+50ySH4q6jPIDtcytk984x+hFe41wniy0WHXYLpU/10ZDN7jj+WKzqXsaUrXszjdY0u6uC6xXE0KFcIYuCD61Xh0eSGC3LSyyzpzJJJ/EfpXXRbCORmobtR8qgda5+bSx2KPUh1X99p4i7npXJXXhmW4YNBc3EJ353RnqvpXU3RICgg8VcscGENx06Uk7O5coaWOcstIuY7knfJ5GANsrbj9aj8U2gk0C5hjXJC7gB7V1k0igdqwr9g4ZPXg0X1Ia0scd4T0CSOxfUPMCTbQQRyVzyPpx/OvonTjI2nWzSklzEpYn1wK8+0HS4rq4itRGVRsb+MfKv+cV6UAAAAMAdq6Kd3dnPWaSUUL2qnqsH2nS7qAfxxMP0q7SEZGDWjV1YwTs7nikvh5f+Eps7tUAjgwG+oGRXV3FuLiAqDgnvTtRtTaX0itnO7PsfQ/lT4JAcVyvQ7d3dHKzeFUkvYZ3FwTH1CSkB/rWpplg1ld7uQDn5T2roS6hM4rPU+bOxAyBxQ3ctRsZevWov7hQc5UcYrAj0XULe5lZNQuTEf9VHtGB9a6pgWvcHr71obUC8gZoUrDlG5gSWj/2ROJgPNeFlOPpWf8K9FuLbU7W9JKiRHZhjqmMD9cV0V0wIKjvxXUeGrCO2sxMse0uNqj0Uf/Xq6d2YTaSbN+iiiug5AprAlSAcGnUUAeD/ANhzQ+N7K6lGXZ3aU46sM8mur1GzmkhzbNscnlgOcVp6/bfZtbeUKAjgMPr3/rSQOpABrkldaHcnzO66nGrod291M89/czREfuo3UfKfr/hXS6NGbSzeM4yCe1aUgQRkgCqMefKdgDzQ3d3LjG2hzl3o/wBplleN3jZt2GjAyD2NRafouoW7Rh7y4nYNl2l6EegFdLYjMje1XpGUDoKXNpYHHW5yXi2xMvhu4hiXLrhwB6g1rfDvQjpl5Ayu2Ps7NIOgOcDmluiJJFQ85PSu28P2vk2XnMgDydP90dK0pq9jGbUU38jZoooroOQKKKKAErnfF1iLyxgLDKxy7j+Rroqqajbm6sZYlGWIyv1FTNXVi6cuWSZ5L4X0X+zdSvrhlwJiNnsDya3NS077XGApIHUgHGaeFEEuznA4561fhcHrXKzsW+hyEHhWOCe4lVZyZRwGkJVPw710OkxNZxOhOe/NaM8ipETVKMN5TPjmm22yoxtoc5qOlfbbmaRXeN2zhkHIPY1V0/TNTtvLWS9muH3fP5gG3HoK6eyXdI3tV1wgHQA0lKysDjrc4vxnYtJoMcUS5f7QmAB3PFdr8NtLl0rTLqJ2yhdQBj+IDn+lZ7otxcIhTfhs49+1d9YWaWVokSjB6t7k9a2pps56jST8y5RRRWxzBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJ2rG8Sac2oacTGB50J3rnuO4/KtqmsAykEZB4IpNXVhp2dzzGCXCZz054rI1O7u5pk+yZRlOcnkEfSrwkWO7nhDDEcrJ+AJFVp7ETP5qSyIT1CuQDXG9Gd8JX0M+R7+9BLXBj2fwxr1+pNbFlfKsSoQ2Rxk1nJAzSGM3M+R74q3HZRW53szsx7sx5pPQ0emzL07+9Z8MEl9qcFui7mkfAFOubhVBJIFavgNftXiGacjIhhO0+5IH+NVCN2YVJ2Vzt9I0iLS4CBhpX++4H6D2rTopa60rKyONtt3YUUUUxGN4gsoZtPlmcHzIlyrD+R9q5KB+etdrrhxot3/1zNecW10ElMTnkHisaqOik3Y07m6aEYVQfTJrEaW/tZmnikOx/+WbcgH2PateRY7ldjgMMdDWdLZLb8rLMoz2Y1gjqjruyOC5u470TXcoZWHCquAD/ADraFyJoyw7VkpYmXl7iZk9C1WDIkMe0HjqSTR1CTsamkaedTvyrNtiiG5/f2ru0RY0VEACqMADsK57wfEP7Nkue8shA+i8fzzXSV1QjZHDUldhRRRVmYUUUUAZesaWupWu0HbKvKNj9DXF27kOQexxXo/avK/tQTUJ4nODvYj6ZNY1UjejJl+8uykLIFLHHasOO41SFfKEykOTtZl5Uf1rUnjS6XaSQexUkHNUJbVoSoNxPg8cNn+dYI7I67sm06eS0Z0nd5WY53EY4rSeYPGGB4NZkdioxI8krY5G5zUk1wkUfooHFG7Jk7Gz4d01NQvZZpifLhx8o/iJ//VXcgAAADAHauY8D5fTLiY/xz8fQKK6muqCSRw1G2woooqyAooooAKKKKAOS8T2kNvJFcxgq8rEMB0PvWVA+FxmtjxqT9kttvXexH5CuXs7xZVHPNc9Ra6HVSbsS3t1I6tCq5yPXmsuO41O2/wBHWUPno0inIH9a1J7WK7Ulh8w6MOCKoPbeW+wTzr6YbP8AOskdMdd2SabdyW+5LhzJITndtxxWnLMGj3A9azEsQh8yWaRyOm5qknuFjTHoMAULVkylY6jwzpiy/wCnzYPzERrjuO9dXVTTrYWunW8AH3UGfr1P61crrirI4JSuwoooqiQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAEJABJOAK8R8RfHo2Gqy2ukaTFc26SbFnmlI8zBxkADgelekeO/EFp4d8K3txcShZZo2ht1B+Z5GBAx9Op9hXypZRW8up2guSfKEq5P49/ajYaVz2C+lkguTeYIEnLge/NTWWppJgBwc1eltVu7QdDxXKT6fc2dwXg9ehHBriv3O1abHXJJECWB+brVK+1SNCc9RXNG81JWwsa5/GnJp99fuDcMQv90UaDbZYe/e/kEUAJ9WPQV6T8OrRYYb2QdtiA/mT/OuLtdLW0h4Xnua2PCHjCHTvFi+G7lFCXqCSGYdRJyNp9iBx7/WtKWsjGrpE9WooorpOYSqOqapa6RYvd3svlxLxnGSSegA7mr3avIfiRrqX2px2FvKHgtQS+08GTofyHH51vhqPtqij0InPlVzek+I2ha4kulWjXIupVO0PFgEDk859KwdVtniYTxD5h196xPCGiQ2c5vi3mXEwJB/uKT0H9a7eWBZoiCM1yYrlVRqOyOujFqGpzVrq6lwCSGHGD1rZS5ilQM7DFYWo6HmQtGxVvUVnMNSgGzG4Dviue6NldHV3N7HBCR29axReNfTGKIHAPLHoKpQW2oX7BJmwvfHFdFBp6WVuAoA459aFYHdnoPhyIQ6BZoBj5M/mSa1e9ee+BvFr32o3Gi3RBMbOLZ++1Tgqfp1FehV2yg4WTOHmu2LRRRSAKq6hqFppdlJeX06QW8YyzueBVqvKfjVq8Mej2ekq4M8kv2hgDyqqCBn6k/oaaV2Bavfjf4WtZxCkWoTkuF3JCAOuP4iD+lZmsW7tm6hHzglh715j4Z8KDU7oandODaxSDZGDyzAjg+gB/OvZ44llg2t6Vz1mr2XQ6KUWldnMWmtKXCsSrjgg1tpdwyIGcisbVvD4aQvGSreorMa11WP5EbcB0OOaxujZXR097qCQxY/hFYcVzLqc5VAViB+Zv6VDbaRfXjAXkpK56dBXTQafHaWwVBgD0poHqdr4TjEWhIAMAux/XH9K3q+ej41v/DPxE2LcSGwYRedbliUZTwSB2I65HpX0GCGAIOQehFdcV7qOOfxMdRRRTJCiiigBM1g+IPFel+G0Q30rb3GVjjXcxHr7Cti5uIrW3eed1SKNSzOxwAK8A8U3z+ItYu5d+1Z38uLd/Co4X/PvXVhqHtW3LZGc58tktz0KfxXpfi6Jf7NMx+zsRIJY9uCRx9elc1eb9OuWdQfLPJwOlWvC+lQaTZfZ4MkZyznq7dya1b6xS4iII5rzarjztx2O6EWopMyLLVUc4DVqebC2CSNx6Vy9zo00Epkt3IPp2qs0uprwFG4e1Z3RornSX+pxxLg9hVXTN2o30BIIiMigZ781SstLub6VXumJUfw9q1r9zpVhLcQtsaBC6EdiBkGqgrtJEyvuetCiua8G+JP+Ej0cTShVuoW8ucL0J7MPr/jXS11yi4ycZbo4k7q6FooopDCiiigAooooAKKKKACiiigAooooAKKKKACis/VdZ07RLQ3Wp3sNrCP4pGxn2A6k/SvJPFPxuGHtvDluR2+1zr/AOgr/j+VAHrmpatYaPaNdajdw20I/ikbGfp6n2FeW+Jfjha24eDw/aee/QXFwCqfgvU/jivGdU1rUNYumudQvJriU/xSOTj6egrOc8fjTA1/EPinWfEtyk+q3rz7c+WhwFTPXao4HSsLdzg1Iw3AgelQgbhSA9a+H3iYX9t/Zl0/+kwr8hP8af4iuxubJZfmAr57s7yewuormCRopom3I47GvbfCniy18RWYUlY76Nf3sOf/AB5fUfyrCpDqjppzvoy8lmin5kGRTlTMoCrirrpknBFEMQXJNZWNSvcgJCc9hXlDanu+Jdjchwi295Cu8ngBXGf616D4p1NdO0q4nzyq/L7seleQ2OlX+oObhFCoSSZpDgE98dz+FdFCnKUvdVzCtJJan2SrBlDKQQeQR3rM1PX9L0hT9tvI43xny85c/gOa8I0HWdX8PabJY22s3TxSDGwn5Y/9zOSv4GqktxJM7PI7MzHJYnJJ9zXr0ctlLWo7HDKt/Keg+IPibLPG9tpcBhRwV89z8+PUDt+tebvOWk2sTk0Oe/pioriMspI6jvXq0cPCkrQRhKTk9Tr/AApdrlrZj8y8r7iu6jAK141YXkscySRsVmj5BHevTtD1mHUrdWB2yqMSRnqp/wAK8LMsG4TdSOz/AAZ6GGrXXK90aFxbg81Ua3XbyBWs4DLVVkWvJsdiKtrbAEtjApuoSCOBselXuI465TX9ZgijeFJA8p4wvO361tSozqy5YK7InNQV2c7od8dO8QwahyQly0zAdxk5/MZr6Et54rmBJ4XDxuoZWB6g18yi4HmEL26mtPQfFmp6De+faTExE5kgc5jce47H3r38Tg+eEeV6xVjy4VPefmfRtQ3FzBawtNcTRxRr1eRgoH4mvJ9U+Nka2OzT9OP2wjBeV8xp7jHLfpXlmt+JtV165M2o3ss7dlY4Vfoo4FeRyO+p03PZvEnxg0rTQ8GkJ9vuBx5hysSn+bfh+deHa3rV7rmozahfTGW4lO4noAOwA7ACqTMTUftVpJbAb3hbXxpl2EnY/ZJGG/8A2D/e/wAa9r0+VJYEdGDKwBBByCK+bxmGXnof1rtvCXjWTQ1W0u1eaxz8u3lovp6j2rCrSvqjWnO2jPYpoFkXpVUW6rnijSNb07W4GksLpJtmN6jgrn1B6VbdBk1ytWOhO5Uig3SZ6AU66IWMirKAKOK5nxb4hg0Swclla6cbYos8k+p9hTUW9EDdkebeM545tcKLjfEu1mHXnnFe4fD3xza+JNNS0neKHUoAEMW7HmqBwyg/qO1fNU1y087u7lpHYszHuakinkikWSOR0kVtyuhIKkdwR0NdqglGxxyd3c+y6OlfP+gfGjW7FI4NUhhv40ABc/JIR7kcE/hXoKfFrQZ7BZrdbl7kjm3ZQpU+56Y9xmlGnJuyRLaWrO/PSuc1bxro2lBla6WeZePKh+Y59z0FeXa7441XWt0Zm8i2P/LGI4BHueprmjIWr06OWX1qv5GEq38p1Xifx1ea/GbVY1t7XcG8tTkt6bj/AErkFl8xjycg5pT976g1WmDRuJU4r1IUY042gtDFtt3Z6Z4cu1urNGBG4cMPQ10QUMteU6Jq76fcrOgZom4kQfz+tenWF5FdwrLE4dGGQRXzWOwbozuvhe3+R6lCspx13IprYBulV5LZf7ozWrKoI5qDYpauCx0EUEAjjyRXP+LJR/ZFxGP40K4+vFdJcyrDCWYhVHUnpXA+ItXhuT5UT7lByzdjXXhcNKrUXKtOplVqKEdTZ+GmqR6frstvO4WO6URgk4G8cj+o/GvZa+XhckRsV6dq6rwt8QtR0Ii2ud15ZHokjfNH/ut6e1exjMFKcueG/Y86nUsrM93pa5zQvGWka8AkFwIrnvBMQr/h2P4V0XavIlCUHaSsbpp7C0UUUhhRRRQAUUUUAFFFFABRRRQAV5Z47+LEOimXTtE8u4vlJSSdhmOIjqAP4j+g962Pib4yHhjRPs9q+NRuwVjx1jT+J/6D3+lfNDys7MWOTnNAF3VtZ1DW7xrvUbuW5nb+KRs49gOw9hWeTSjkHnmo89+44NMYE80Pyhx2pmcvgU4cgj1FIBwHNQMNkmOx6VOnIFJJH5i45B7GgRGw4yaW3vJbS5jntJXjmjOUkQ4Kn60xrYFfmyxHqafbsbeeN9ivsYMFcZDY7EUAek6R8SS7WtrqdowmZljknQ7RycbipFekNiOFmJAAHJNfOckpkYkYRf4VBOF9BzzXrV74hN3oNlHGSHmhR5jjvgcfnTpYZ1qijE09vyxbZBr6Qahdo0/72CI5SP8AhLf3j6+1Zksm7gdBwMUksrSNyeKBgivpqGHhQjyxR585ubvIhOelAFPZaTArckaRkYpFHGCQexp+KacqchSwPUCmgIWiaOXetW4ruS1YTxytE6jh1OMVCTKw4VV9yc1GYCWDyu0hHTPAH0FKSTVgV1qdtoXjR5CLfUkB3MFjlUYPP94f4V0usajBo2mS30y7gmMKOrE8AV5N5kYbaSQT05rX8Va4b/SdOh3ZygZ8d2HH+NeNicvh7aHIrJ7/AJnZSry5HfcxNf8AGerXtz58cjpbDraqcKR9eufeqkt+LiKNoSSHUEVB9mDggnPqalsLVbddkgIVckN7f413xgqK00ic8m56vcmRPKtyWbGep/oKz7q8LAovyp/dH9aS7v2mwBgKOgHas8HLHNeZiMS6jstjaEFEez5phFKetGK5SxtB5+tLiigYwoJFKt/+qmq/kj5+vsOTTyD24ppjG7d1b1NIDd8M+LtQ8N+ebWCCVZiGkWRSeAOgIPAr3ezuIr6xhu4yPLljWRT7EZr5vhle33bMcjFdh/wlc8Hw0j02CUrcNM1sWB5EX3uPwOKxqU77GlOdtyTxX8StUOqXNro0kcVkpMaSiMFnxwWBPQZ6V5895c3Dt58jySk/M7HLN7k1YKHABOcDAz2Apgi+cOOCK0jBR2Icm9xqR7B6k1MBSYOen45penFUIdUiStGQVJBHQioqUUAasGrzKwEoEi+vQ/nW1FIk0YkjbcprkQcVas9QktJcjlT95T3rtw+MnTdpaoynTT2OlYcZ7jml2Bxg49jTYJ47iPzIydvoeopRuQ4EefQ5wK9qE1Jcy2OZpojiVoXI7Gr9rq91pbh7adkYnOzGQ34VUYTN02x+45NMWERsWO5mPVmOSaU4xmuVq6BNp3R6VoHiZNZCW08Qju9hZgpypx6d6j8U+Jo/DqRRpCJbiYEqM8KB3NcNpF+lnqttcKxGxxu57Hg/oag8V351LXpju4T5B7Af/XzXjyy6CxKSXu2udqxEvZeZlT+J9Rm1Ef2hcyTwStwX/wCWZ+g4xRLK1xNtU8dz6VWlsRPDt79Qfer1uAqY24l7g/56V6dODjePQ5ZO+oPxtQdF/nQop3l4OD19aeq+1bWIBXZSCDyvQg9K6nSPiDrulBYxci4hH/LO4G79eormNtLtrOdKE1aSuNNrY958LeM7LxJF5eBb3qjLQM2d3up7j9a6mvmCC4mtJklhdkdDlWU4INeweCfHyauI9P1EhL37qSdBL9fQ/wA68bF4F0/fhsbwqX0Z6BRRRXnmwUUUUAFFFFABUU0qQQvNKwSNFLMx6ADkmpa4H4t62dI8FSwRttmvnEAx129W/QY/GgDwrxp4kl8T+JbvUXJETNshTP3Ix90f1PuTXNnqD+FPY5NNbpQA4dj+FRyHBc/SlU8EHsRTH5DfWgAhXgk0/GOKF+UKKd1zQMRBxTqAOTS4oASopFI6djkVNTSuRQBe0XTxfXwaQZgiG+QevoPxrrJGL5J4B/SqOjWwtNIi/vzfvW+nYfl/OrTHtX0GBo+zp3e7OSpK7FU8Lnr0NOdtkyjswxURO0qT0Jx+NLcnhWH8LCu4zLI6UhFKDkZooAbRSnpR2oATigiijtQBBIvyEjoDWefnwzk4UZ+mTWjMw8txnqMVnIv2mZlU/Ip5oY0SWwMgJC96i1C42ZhU8qOfc/8A1q0AywW5bGAi5xXNyuXcsTyTXm5hVaSpo2pRvqQNw2PXpR/GPcGlYbiR36imA5kT615JsPbjFA5pX6U1eaYDqTFONJQAlJinUmOOKAGEcmmc4PJxmnyZXnGahDBpghOOM0hkw6UpGKXy2HAI/Ck2nvQA2jFOxikpiEopaQ0gDtmmmlc4j4pO4GKANbRLvyZjG5+SQgc9j2NdFjHWuMVtoyOx4rq7Cf7TZRyE5ONrfUV6mX1d6bMa0epYxTWGQadQTjvXqGBTuhtTj+LgfjVNyBukY5Zj371cunURgsfu5P8AhVe3hMuJW5HYUnuNbE0MbFQcY46mpwuKf2GKMUxEZUYpAB61Ifem9+lACflRnFITTGbrQASMKbbXUlvOskTlXUgqR1B7VE7Zzio0/wBZ9Kh6jPpbwzrcev6JDeKQJcbZVH8Ljr/j+NbNeJfDLXmsfEC2Uj/uLwbMHoHH3T/MfjXttfN4ql7Ko0tjqhLmQtFFFYFhRRRQAV4P8c9SM2u2Gnq2Vt7cyMPRnP8Agor3ivl34n6h9v8AH+rMDlYpBAP+AKAf1zQBxtIf5UtNbnp+FAEbHC5HY/pSryOemc1DI2M+lOBOAM0ASgknipAMcVEvAqUYoGKKWjHFJQAUscZmmjhX70jBR+JxTTWv4ct/M1MXDJmOAFs/7WMD/H8KunBzmorqKTsrnRTBUbYv3VAUfQcVAx4qST5iTUPf2PWvqoKyOEbJICgz0PX2NEz7ox7kVDMDgj15FRRTeZCmTyDg/hRfoM1Yn+XFSA8daqRNmrCmmIfS0YpcUAJ3pKXFJQBXuONvuagig8hd+Sd65+lWnALLnpmpGUFOOPwp2C5nX8gWwwONxArBJyTWxq8gEUcQ6jk/jWMc4z3rwMZPmrM6qatFDXONpHQGoyf3ykepyPQ1KU3KfQ9RVYlhMAfof8a5TQsMaaDikzR9aBEgopop1MBaO9FHSgBkp+T3qNEG7dgbh3qR+VNOUAUAIGxxjFBbNKRzzSYoAQ00040w0ABpppaYSaQxzcgfWhDkk+nA+tR+Zg89qdHwAPzoAmcgLgVv6A+beRPRga53OTkn6Cug8Pg+XMfpXVg/40TOp8LNig0YpK945SlcJ5shj/vYH505E8gCM5bnOT3qdVXziT7U6ZRjP9Kdgv0Gg/Sil24pMUgEPTOaYSfWnHOKYSOh6UAMY8dDUTNgc058rj1yKikwDgZHqKTYxpYAEmiMfKD3PJphwcA9O/0qUsFQDuRk1Ay5pdy9pqNvcIcNFIrj8Dmvp2OQSRq6/dYAj8a+WYfvV9PaZn+yrPPXyEz/AN8ivJzJfC/U1o9S5RRRXlm4UUUUAQXNwlpaTXEhxHEjSN9AMmvjzULt76/uLqQ5eeV5GPuxJ/rX038TdQOm+ANUkVtrzIIFP++QD+ma+WnPJoAT1FNP/wCulJ7+lLwaAK04ypOaYjbgDTp+M1BA3BHoaALimpQagU1KpoGTDpQRTAxqQc0ARmut0i3NnpcefvzHzWHoCOB+X86wdMsDfXihh+4jIaU+3p+NdU7l2Lcfh2r1Mto3bqP5GFaX2SE5BpCASeacy5BqMnp64r2jnI5RlccZ7fWswSCK52ZwJDuX696vzPgGsi+BdUKnDJICDWdR2V0XFG1C1W0as23cbRV1G9KpO5DLamngehqBXqQODVAOI9qjJPfFOZhUDMScCgB27c2ASAO49akaQKpJZtqjJziokyOKpatcmKARKeX5OPSscRV9lTciox5nYyLy4aa4dz3NV935UdTQAc1889TsHDjNV5yN6+uamY7Rjt2qhcPznPQ5pMCwDTgaiXJ5zUgoAePapBTFFPWmA7HemNUnSomYdBQA3k8DvUo4GMimKOc049OtADWPzUoprcH1p60ANPSozUzdKiagBhpjEAU5mxULNk0gIpDyOetWI3IXGOT69aqx/vZc9v6VbxgUkA5euSa6vQ4dlhv7u38q5aMDdz0rrdLlVrFAP4SQa7cAl7XUyq/CXGzjioy3rSuwFQkls+le4cxIjZO7LD0wOop5JbPJNMUnHSl3GmIfj2ppFIGweaXPFIZGwHc1C2Me9SSNxVeRjg/SgBN3OT161C3LevqaHfJBFRvIIo2c9unufSs5Moax/ebR+NSgZPv/ACqtACfmY8nkmrQIVeOtJbAy3Yx+ffQQj+Nwp/OvqCNBHGqL91QAK+YdJby75Jj/AAsuPzr6gVgyhh0IyK8nMt4/M1o9R1FFFeYbhRRRQB5N8dNSWHQNO04ON89wZSuedqKRn82rwLPNei/GXUhf+OpYEcMlnAkHB/i5Y/8AoX6V510oAUU0/KfanA0jkbaAKdy1RQnjpSznnFLFwtAE4NSIciohmpVyFoAkB96eDVfOM04nEfuaBnV+HYQNMmnP/LSTaD7KP8TV4nYeTj37V0ngnw1BP4JtzcqVluWedXHUAnC/oM/jVLV/Dl9pbNIU823/AOeiDgfUdq9nA4yjyqnezX4mNWhNe/0Mk5Bz29arynHI+tPJK/dOPY9KrzSdiMV6lznSK879az50Mo2DPJB4qxI46kgAd6r2bmR5P94EVy1aq51DuaJaXNG1QonJq2hzyO1V04HvVleFHrXREzZIuc4zU6VWUncBUw+VcmrEDvkkClRajT5jmpxj0oAjH+sx71z2oSGS5d8k5NdPZ2zXuow2y8ea4XPpnv8AlVbW/BGr6czywxG7txzviGSB7r1ryczqJSjFs6aEG02jl1ORkjj2p24Y65qJtwYgghh19RUby+oB9xwa825qE0nFUJm4NSSPk8VpWOnFYJLidCGCkxqfp1IqoU5VHaIm0ldlKA7oVJ7iph9Kaq7UTH90U5etShkntTg2TTCaWPlqAJHbatRxjdyabO2WCipVG0YoAUmmg8UP0pB92mArcihTSkZFNQ9aAHt92oGOSamPSq4PznmgCNzUTHCn1qVuTUDGpASEbcDtVvqKpxOCeePWrYdNvUn8KEAu7FbOh3cgmMGMoQSfbisTqa6LRNLufscupFClsuEDH+Mk44rbDytVjr1JkrxZpk7j0pwGFNNjHFSn7p4r6M4xiZOacenWmR9+lO70AIaXBpT0pppgRvzVWQ81ak/nVJjliR3NSwQmM81RvjmeFcnC5JHvV/Hy9az7oHqOu4VjPUpbk8J4qcfM4Hr1qrCcAVbXhSfXiqQ2WoW2lRnvk4r6R8O3bXvh3T7p1KtJAhIPrjFfNlshLBm6V9C+BTIfB2n+b12Hbn+7uOK83Ml7qfmXR3OjoooryDoCiiigDwb4kfDi6Ou3GpaXObk3jNPJBIQGUk87T0I9jXlF3aXVhMYbu3kgkHVZFKmvqXxG27U0H92MfzNZM9ja3sPlXdvFPGf4ZEDD9axdVqVjZU043PmYt+H0prOSOte36r8MvD95l7dJbFz/AM8Wyv8A3yc/pXG6n8Lbq3LNaanBKo7SoVP6ZqlUiyXTkjz+OznvBcPCm5beEzSn+6gIGfzIH41DGOK9W0nwZNo3wr8XaxdshmuIlt4gnICLIpY592x/3zXlqrg1oZj1HSpaaBig9KAEA3PU9vayahqEFlDy80ixrj1JxUUfClq6n4b2gufGdq7LkQq835Lx+pFJ6IaV3Y9ttLeO0t4raIYjhRY0A9AMCrbAbMMAR3BqKMgUsp3LwTXE3qdy2OT13wvY3JaW2/0aU8nYPlJ+n+FcBqllNpu4zsnlg/fVsg16jfO8ed3KnvXlfje8D6hHaKfujzH+p6D8v516GFx1eHu3uvM5q9Km1e2pzl/dCRxHFjZ1J9TVjSxmSQ+gH86ypP8AW4rY0YZeU+gFdVCpKpXUpHNJJQsasa/SrBPTqaiVenFPzzzXvxOVj1JLgVJI2FqKHlzTpDlgKsRIgwBUoPFQZ5qX+CmB0Hg2187VpbgjiCPj/ebj+Wa71W2DOM/SuU8ER7dOu5e7zAfkv/166kEGvks0m54h+Wh6uFjamY2taPo+sAm904NJ/wA9VXaw/wCBD+tcFqvw9txuawv3Hoky5/Uf4V6oybulUp7ESg7lzXBGc47M6JQjLdHjUHhr7FchruRZCvIRRx7E1Yufn80dRgjH4V6BfeG4pmZ13pIe4OR+VcvdeGdTjkcpEJF5wVb+hr6LB4rD+y5b2l1voebWo1FK9tDhnXaqD0UfypoNbV34Y1pPmGmXDIoxlVzWaNL1AybPsF1uzjHkt/hXnOUe5pyvsVyeetSRHnpWsng3xFKQV0m5x7gCui0r4aajKA+pTx2iH+Bfnf8AwFJ1IrqUoSfQ4PO+5z2HNaENjeTx+ZDaTyJ/eSMkfnivWtL+H2iaeQ4t2nl/vzncfy6CuoitREoSMlAOwNZOv2RoqD6ngK6Jqs/EOmXbHPaFsfypo0fU1kETaddCTP3TC2f5V9BOuwDdIxz6mqk0sEYzJIAPdqXt32NPq67ngt1Z3FjMYLqF4ZQMlHGDiqicMc13Pj2XSJj5sEkTXgwPkYEkZ71wyn0ranPnjcwqQ5JWH9jiqhOHq2MHNVJBhqtmYN96oyoMygjIyOKeeQDTo13XUQ9WX+dFrgbtr4Kk1CVzaXMceHPyyA4x1GMVt2fwtvpCPtGpW6L/ANM0Zj+uKv8Ah59s5zXfWr7kFc9dypzcOxvTjGUUzmNO+HWjaeVkm8y8kH/PXhf++R/WrHiVEj0R40VVXegUAYA5rqG5Suf8Sx7tHnx/CVb8jSwsm8RBvuiqkUqcrHDrTmPy1Ep5p78LX2R5A1DzTv4hSRj5RQOtACtwKQc9RSv2FJ34oAR8BST9azz0Bq/KR5Tc9qoHpUSAVfumqdx8o47nvV1etdN4a8NR65oOv3Dx7pLWOJoz3ByS36D9K5q9RU4OTLhG7scbESAD8o/CrcSmRwoBdj0ArqNK8M6dKqtKJW9RvxXY6dpVhYKPsttHGf72Mt+Z5rgnmlOK91Ns6o4WT3Zy+i+GpfluL5NijlYj1P19PpXs3hoj+wbcDou4Y/E1xso4rqvCcu/THj7xyn8jzXlSxM68+aTN5UowhaJ0FFFFMxCiiigDkNay+sy+gCj9KrkYXNT6kc6vc+zAfoKgc4SuSWsmdcfhRnXt0I+M1i3Mk11JHa243TzOERfUmnalI7XYjFbngXTVm1a41CTn7MojjB7M3U/l/OiCvKwTdlcsePNPi0z4QatYx8pDZ4z6ncCT+Jya+XkUFiewr6s+KbBfhprpz1gCj6l1FfKwAERPcnFdZyCCmt2FOpEGXoAcR8gWu++FUY/4SC7fulocfiy1weBvPtXb/DG9jt/E0lu5AN1blEP+0CGx+QNTLYuG6PXw1PJ4qAHBqZGzXG0diZWuIhIpDL1ry/xb4MvVvJ9Ts2NxG3zPF/GnHb1H6164UBqrNBkHAqoScWKUVJWZ81SH96a2tFH+tP0Fdb438ESyyNqmmQZkP+vgQfe/2lHr6iuV0VSkUxcFSrYIPBGBXqYGSlWTX9aHDWi4ppmoD82fSlJ+U1ErfLnNKWyQuOa+jWiOIswjCj3pAcvmlBA/CmxjgmrESck1L0XFQg5PFSk8UwO68IALoHByfPfP6VvBua5DwbqCq8unyMB5h3xZ7t3H5fyrqyOTXyOY05Rryv11PVw8k6asWVYYqTiqYbBqQSe9cNjouTlF9Kb5KZ+6KaJBnrS+ctAXGPFluOlOhhRcADA7CgyijeMccUDLQUAcYpdi4qJJBjmhpVU981VhEwx0FISB3quZQeuKa0i+h/OgaC6eJ4yj4IPB5rIOi6MgLfZEkPUmUl/5mr08SMQWkIz71Tl07Sj81wGlPcPKxH5ZxQ0Xc4v4g2+jJpUTW8NtFeiQBfKUBivccdq87HBGK63x/baPDqFsdMjijmZW85YzxjsSPXrXJdcD3rsoq0Dhru8yQHFQSjmpj6VFIK1MSLPy1Nb/APHzbk/3h/OoO9TW5/ex+ziqhugO60VsSsc8g13djN+7Ga4DQjuv/LzkMh/Su2tY2CcVnmUeWs33sbYZ3gbccgcYqpqtt9osLiIdXjYD644osyd5Bq/Mn7rNcMJOM1JdDoaurHkagk809+RVnUrf7Lq1zEBhVckfQ8j+dVWNfbU5KcVJdTxWrOzHLwv4Ug604cqcdqaKsQSHGKTPFJIcE0L0xQAkozEwqmRxirj5K4FVWHJqJAhq17D8IrRH8P6mzjKzTiNh6gIP/iq8fFe4fCaML4RkYfx3T/oFH9K83MHalY1pfEccIX03Ubi0brFIyfka3LeYbBSeL7NYvE87Lx5qrJ+JGD/KqkSuE9q+dqHqQ1Rqg71rb8KzeXeT25P+sUMPqP8A9dYFrygzV+zm+x6pbTZwocBvoeDUQdpXHNXi0d9RRRXWcYUUUUAcNdTebqdy/YyHH8v6U1/u1DMCt9MD2kb+dTH7tcUtzsjsc/qH7m5WXHGCK6r4ej/iU3bN95rkk/8AfIrn9UiDQn1rd+HbE6beg9rgD/x0VpSepnVWhU+MlwIfhtfLnBllhQf99g/0r5kk4Kp/dHP1r6I+OdwqeEbK3P8Ay1vVYj2VGP8AhXzoWLMWPU810nOBPFSRjAqMcn6VMvC0DEHLmpYbma0uYri3cxzRMHR16qR0NRg8k0wnJoEe1eF/G9jr8aW9yyW2o4wY2OFkPqh/p1rqxlTXzdGDnPpXf+EfHrWbLp+syu9ueI7luWi9m9V9+1ZSp9jeFTuesLJUmQe1U0lVkV0ZXRhlWU5BHsalWSsGrG6dx7wK/UCsLV/DFjqIbcvlysP9YnB/H1rfD8daXAaiE5QfNF2YNJqzPJb/AMLalZO3lwvcRA8MgyfxFYpjlguWjnR43HVXGDXu8cS46Z+tQ3WmWd5HtubaKYf7SA/rXr0c2qRsqiucs8JF/C7Hi5Pyn6UIfkyeK9bHhvSVOF06359VzTj4b0zGBZQD6RgV1f2zD+VmX1N9zyOJtxJzU56V6odCsAhQ2MDoR02AVnT+D9JlyUWeE+ivkVcM2pP4k0J4OfRnnsbMjBlYqy9CD0NbEXinVYwAZklA/wCeiAk/jV+88GyxsTaXCSL6SHBrD1HS5tMkRbgxlnGQEbNdMa+GxNo6N+Zk6Vald7HRWvi+3Yql7A0TH+OP5h+XWtqC+tLtd1vdQyewcZ/I815pJyc9qavv1rGrlVKesNCoYqa31PUizgdDiqk99HbgtLMkYHUuwGPzrz1biZBhJpFHoHIrP1UGS0kDHOV7nPcVx1Mo5IuTlt5f8E1WLu7WO0vPHOkWjFf7Qjdh2jy38qyp/inaxZ8iGaY/7u0frXnBth6U8W6qoGOa89UEa+2kd5/wt27KYTSIic8FpT/hT4vi5JvUXmj7UPUxS5x+BFcKkajjFOeMM3I4FV7GIvay7nrtn8QfD15GCL1ImPVJRsI/OtKLxRo052x6jaFsZwZV/wAa8G+zoWPApwsYW5KD8ql0C1Xa6HsWoeMPDsDlZ9Thb1WNi38q5zVfHWiz2k9tp9gZnkQoJGj2qMjGcnk1wgtUTogFOEfzdKFQXUHiJPREccIiUBR/9epF61Iy/LTF7/StzAeRxmopOlSqflzUUnemIgb1qS1OLhBnGWH86jPIpAdp3DqORUjPTdL0W/07VSbq3ZU2MBIBlSeO9dhYHcrKw5A4rRlK3PhxbgDO+BJAfqAay7VsMMVz168q0uae+x0wgoaRLtqmHxV6dsRYqrbDLk1PcHEfWuWRqjzvxGuNac/3kU1lEcivS10qy1GAm6tVlIYgOOGH41SuPBemMpMUtxGfc5/pX0OFzOlCnGE09EcNTCTlJuPU4IH5TQOoNdDP4QvEcrFLDIn94tj86wriBrS5eBypdDg7TkV6lLE0qukJXOWdGcPiRWc5Y0oPFNYHNKOlbmYP92q7j5jVjrxUD/eY1E9gRHnauR17V7r8KI9ngWA93nlY/wDfX/1q8HkPGK90+Ec5l8FBDj9zcyIPpwf615mPX7q/mbUtyDxnk+IMntCmPzNZ0ID2/TBrc8cwhNQtJ/8AnpGUP/ATn/2asKA/KRXgT3PRpv3S7arReMQuR1FPtxgVHeEbeaxkao9DtpPOtoZf76K35ip6ztDbfolmSc/ugK0a61scT3CiiimI4bU4/L1i5XH8ZP5803Hy1c15NusM395VP6Y/pVQfdrjn8TOuD91FC8UFCKu/D+by77VLQ9xHKB+YP9KrXI4IxUPhWb7N4zWPPFxbun4jDD+Rp0naQVFeJz3x+utkejWoPaaQj1ztH+NeGZxXqfx31AXHjK3sweLW1UEe7Et/LFeWoMkk9BXWcg9FIOKl9aYlPOQDQA052U1acR8g+lIooAlSj+LNAzS0DNbR/EmraEwFlcsIc5MD/NGfw7fhiu0svijbEAajYSxP3e3YMv5HBrzXkVHL0pOKY1JrY930zxZo2qKDa6hCW/55yNscfga3Ypc85BFfMTfTNdsmu6ropgS0uXCLEoKN8y9PSnDCOqm49C/rHLoz2+NsNjPBqbdivPNJ+Itv9nUarbtE3/PSIblP4dRXXWGt2GqRCSwvYphjlVbkfUdRWNShUp/EjaNSMtma2QT70uTVTzSPvfrThL6N+dZFlnnFZOoaxaacM3ZdFJxuEZI/Sp5rwx8YNVxq9qjFXmjDjruYA0M0SM6XxRo5Qn7XH/wIEfzFcZrWpWGoMj2kscrhzkoc4Wu/nvrGaJ/MaFkxzuIryadYIrqcWqBITIxTHpnivSyulz1ef+U5sZU5afL3JZHB6dKjRst/9amMcEN60sf3s54r6c8gm71T1I4tj7irRPPWqWpn/RvqawxTtRkVT+JGMq7mwelI3LZqdV2Qsx6moOgr586xVHelbhTSp0psh46UARgVKnSogOalU8d6Bj6QDnJoFKQKBDWNRdM1K3SoumaAHr92opO9OB7U1uaAIO9N74p7daaetSB734fuvtXw8s5CckWYU/8AAeP6VBA+Ctcz4M8VabbeFV0m8kaKbMio5XKnccgZ7cmt+B8ge1cc4OL1R1wkmjetuBmnXTHyzTbU7owfai4Py1izVFjS3P2F8DOHNU7vxHptpN5NzI8b9RujbH54os7kQQEHgE5JqcaxZsuBPF7jcKZcdjGv/FGj/Z2zeQjj+I4/nXE31xbT6g81qVaJgMsvQn1rtPFE2m3OhXCziF2Zfk6Z3dsV5yhCkKAABxgV7eUUtXV+RxY6eigSu3zZ7UsZyvPNQsdpINSR5AOT+de+eYSCoX5Zx71Jn3qIn96w9amewkV25Nex/Bi4DaPqdtuz5dwr49Ny/wD2NeONxXofwdvxB4jvLJiQLm33KP8AaQ5/kT+VcGNjzUWbU37x3vjwfurB/wDbcfoP8K5iBvmA9a67x3HnR4JQPuXA/UEVxcDZwa+dmtT0aWxsxcJUF3kqamiOUBqC5PUVzyN0dv4affoNt/sgr+RNa1YvhX/kBR/77fzrarrjsjiluxaKKKok5nxJGftMEvYqV/I//XrLVsiuj1+DzdP8wDmJt34dDXMIfeuaqveOinqhlwOCe1Zujnb420phx80i/mjVpyjchrGS4Fj4i026kwI4pWZvpsaoj8SNZL3WeP8AxF1I6t8QdYnB3KLlok+ifIP/AEGudZQoCDtyfrUjytPPNey8vK5fPqWOSf1qEHLZrsOIlUcUOeKBxSNzTAVuFFCjilbkigUAOH1peaSlzSATmkblTRmkJ4NAEUMZlu4o/wC86j9a7a6txNdMAON2BXLaPF5ut2oxwH3H8K7dFG9nwOtexlsPclI56z1RSmtFKBdvSsqSxmtpluLSV4pkOVdDgityfG7HpUGM16LpRmrNGSk0bWi/EhoUW212Jgy8faI1yD7kdvwrurLVrHUrcTWdwkyH+JDn8x2ryOeySdSMdRWXbWd5YSmS0uJYWPeNiteRiMr1vTOyli7fEe5T3bj5Vi31Xk1MxIfNtBgDJOVOK8h8zV35fVLz/v6af9mebm5ubic/9NJSR+Vc8cpqN6s2eNh2Ok1vxTp2vWLWlnbHO4FpGiC4APasIgbBRFCq8KABT9mOK9vDYaOHhyxOCrWdSV2IPmTHcUyNsMFqRBtOKikBR8g8V0mZOT+FVL5d0Kj/AGqsB9x6/hUVyPkB9DmufGfwZf11Lp/EjKuCAoQVWIqWU7mNRE8V4DOokXGKjfrTxwKY1MBFBp44pFHFLSAVevFJRnmkzQAvamkdafxSHpxQBCDzQaMfMaSgCJ6aelPemdqQGvo8az20qn7yOCP8/hXpdtNuCkfxAGvMdBfF1Ih6MmfyNegaY++1i9VG38q1xMebDRn2bRVF2qNHZWDZipbogKSKi09sJin3hxEa8dncRQzvFGAsPmDOc5A/nVXU/ENtplo1xeW22NcAkKGJJ9PWuE8SvePr0oivriGJURdschA6c8fjWWLRSd0jySv6yOWP6161DK51EpN2TOWeMjG8UtTW1vVrbW7uG6trfyo41KgsgUsT3xWeww2RTkiwvHagpxivfo0Y0YKEdkefUqOcnJiSAFQfzoiYnNPAyuKhUlJCCTitiCYmon4kzUgO4E5pj8ihq6EQyD5q2fCOonSfFml3ZbaonVHP+y3yn9DWOeRjuKTkdDgjofSuapHmi4stPU+lvFVqbrw3dhRl0USD/gJz/LNeZW0nIGa9U0i5XVvDtlPIdwubVGf33Lz/AFryvyGs7+e0f70MhQ/gcV8vUVj0qLN23OUqG6Py59adbN8uKiuj8prlkdSO68LjGgW/uWP6mtn1rL8PJ5eg2i+qbvzJNanrXXHZHBLdi0UUVQiKWJZYXjb7rqVP41wzxNbzyQuPmRiDXfVyviG38q+S4A+WVcH6j/62Kyqq6ua0nZ2Mw/Mtcl4ugf8Asu4dGIdUO0jtxXWAisnW7cXFts6A5zXMdJ88z/u9sWPuqM/WmrjFPv0aLUZ4m6pIy/kaiQ813I4WSgflSMOR70oIpDgsKYDyOc0AUtJx3oAXtSik4pM0AFB+tAoNAGp4cj3auG/uITXYEbFA/E1zfhOLddzvjgKB/Ouimcc172XxtSXmclZ+8VZH3HpTKcTxnpmkr0EZCdD0pCowOlOHU80jdOtAEezPalVQKXj0pR04osAYGcimkDdmn0jdMigBhprjcKf2pD0oGVw2JR6Ypt6223HuafKOQRmoL8/6PH7k1x412os1pfEZTEZpnU09utNHXivDOkcTxUZ5NSZ4pgPNMBw6UZo7UUgCkxilFITQAo6UUgPFA60AR4O6mnvTyOcimHPNAEbdKjqRs1HSA0NGbbqUfuCP0ru9IkwGQ9mB/OuB0njUoP8Ae/oa7bTmxOw9VrsjHnwc12f+RCdq0Tu9PYmNadeOfu96i0g7olz6U/UVKXCehrwbanp3PP8AVCJdUunP/PQj8uKrKAKkncSXEr/3nJ/Wm4Nfb0o8sFHsjwpO7bExgGmdCakyKawxitCRvQ1G45BqU000DIYjyy+/FLySelNxiQnnrTlJVjzSGNcYptSMNyk471Fng+tZyQI+iPh5MZ/AelMSSViKc+zEVy/jC0Nn4oeUD5LlFlH16H+X61rfCWZ5fBSo+cRXMiLn04P8yaX4hwgLp1wByHeMn6gH+hr5jERtUkvM76L2Ma0O5AahvMo2M8HpT9NOYxmpL5PMKDHzbgB+NcMlqd1z0jT4/K022j/uxKP0q1TUXair6DFOrrOAKKKKAE7Vma7b+fpkjAfNF84/Dr+lalMkQPGyHowIP40mrqw07O5wKnio7i38xCc8AcipyhjdkI5UlT+FTIBs571xnafO/jjTm0/xROduI5wJVP14P6isJOeteqfFfR3ksLbUIk3fZ3KvgchW7/gR+teVRNkV1U3eJyVFaRL0oX7wpOtKp+bmtCCQ0lGeaM8UAHFJS9qKAExSUtN70AdX4QX9xdvjuB+lakvJ45rP8J8aVdt38wD9KvPyc19Fgl+5icdT42RHA4Hf1pOcUpPPNNzXYjMctDUgpevWmAzgUoNBGOaTrQAtJ1pfc0UgGgUh6UpBpv4UDGt0461T1A4jjHsT+tXWB4qjqQ+YD0ArgzB/u0vM1o7mW2KbTmpo61450jiPlpg4NPPSkoAXrSGjNGaAAZxQaTI9KM0gF4oxSUUAIfvYpjA04jmkOSKAImphqQ9KiNIC5pR/4mMP+9/Suysji6X3BFcbpZH9owf71dXG5SVGHYg16mDhz4ece/8AkYzfLNM7zRH+Tae1WdYcCJ3P8CE/pVPQULo7Y4zjNWddQnT7naMny2x+VfPQjeqk+56cn7rZ51nilzSdDSivtlseGFIeRS4+lIaAExgUh60EetAoGRsCTxTD941KRlqY/D/hSAbnC4JqPqae3vUfepkM95+FAUeCY8dTcS7vrn/DFX/Hlu0vhvzVGfImRz9Pun+dc/8AB6Zn0S+iJ+VJ1IHplf8A61d9qdmt/ptzZtjE0bJ9CRwfzr5nEq1WR2U3omeYaa/OB6Zq8VMl9aL6yqMfUis7REb5xJ99TtI9xWjM/l3CSD+AhvyNcElqeh0PTe1FNUhlBHQ806uk4QooooAKKKKAOM1iBrfUpsjCud6++f8A6+arKSVxXQeI4A9qk4HMbYP0P/1655DiuWpG0jrpyvEpapZRahZSQTIGV1KlT0IrwLxB4fufDuovDKrG3YnyZccMPQ+4r6JkUt0rG1fS7bUYHgu4lkikGGU/zHofeiEuVjnTUkfPYYCnBhnP9K7ub4dJDOVbUZBGT8p8oHj0znrSp8P7ZsEajMf+2YFd0YOSujhlJRdmcJv9j+VG4/3T+VegL4AsgcG4uG+jD/CmyeB9PUcT3IPuw/wq/YSJ9rE4Hc3900ZP9012r+DLVFJ+0y8D1qGbQLCAQqVcsUBciQ8nbnP60/q8xe1iceSf7ppMn0Nd7beG9LeBWeFyxJ4Mjc1b/wCEP0lsD7NKPfzTS9hIPaxMrwzHs0MuBgyysTnvjAqy5OeQQaTVGj8OCCztU3xFTIVdySuTjg1lr4gtWP7xJIifbcP0r18NiKUIKEnZoxlCTfMjQI5pcVQOs2GP9cfwU1GdbsB3lP8AwGuv6zRX2l95HJLsaYU5p2Kx212xA4imP/Af/r03/hIbL/nhP+Q/xpfW6P8AMh+zl2NnGabtPpWSNfsP7kw/4D/9enrrunn/AJ7D/gNP61R/mQckuxq4xSGs7+2rHH+skx7qaT+2bL/nrJ/3yaPrFH+ZfeLkl2L+OKTNUf7asMf69/xU0f2xYHj7S3/fJ/wp+3pfzL7w5Jdi6RnHbms7UXUTMORjjmpRqtjwftJ455B/wqfVdC1G3zN5DSwuNweMZGDzzXBj6kZKKi7m1JWepgMRmkFDAKxDfKfQ8UnI6GvMNx/aim/Nig5/yaAFopvPp+tJuOeg/MUAPxmkx3puT6D86Xcf9n/vqgBaP8803J9V/OlyfVaADFJ0pM/7S0hPHUUgGuMH61C3WpmOe4qPY7HABP0FJgS6e+y+hbsHFdeRj6iuastD1K6O9LaURjkyMpAA/rXQaRPb6xfpaQCUkjLMVxgDvXo4GvClGXO7IxqxcmuU9G8Nq5sVZu5zU+p8QSgjjY38qv2VsltbJGgwoXAFVb5BMhRvusCp+h4rwXJe0v0uenZ8ljzLado+lIFPpWdNrNlBcSQMswaNyh+XuDikGuWB6GYf8BNfXrFUWviR43JLsalNPvWedass/wCsf/vk03+2bEdZpP8Avk0/rFH+ZfeLkl2NA/WkNUTrNgf+XhvxU/4Uf2vYH/l5b/vk/wCFP29L+ZfePkl2LhHzGmyDJBqsNUsSf+Pr8wf8Kc1/aNjbdJ+Jp+1pvaS+8XK+w5uDUZ4pWmhYfLNG30YUx5EVcs6KPUkUnONr3HY9Y+DN/mfU7HaeUSUN2GCRj9f0r1yvF/gnPFPquq+XLu2QICMdcseR+X6165qV4LDTri6wCY0yo9T0A/OvnMVKLqtxOqmnypHBpamLWdUO3apupMD8c/1pl6uAxHXFWYWdgZJG3SOdzMe5NRXIyM9sV509WejFWVj0OBg8EbDGGUEY+lS1keG7g3GiQEnLR5jP4Hj9MVrdq6U7q5xNWdhaKKKYgooooAztcGdHuPoD+orj4zkAV2eqx+bpdyg6mM/41xER6VjVWp0Udi2vIxVO9X5CfSrWcGq96wKYHp0rI3SMlSmpaczJgkZH0IrEglRjs3FJFOCrVD4b1RrLxDqGk3bH55DLAT/Ep7fUVZ1kWtjdtLIxVJT94etdmFnyS5H1ObFQ54866Dwzx+hGcAimvOCNrD6AiqaXEDoTHcg+nODSyNuGSc/WvRPNIpmUljyODWPfzZuFxhiEK+nGOv6VqMh3khup5BrHlJDpuGWOSVHTIIz/ADobaasEUtTbtJCsaMyYAXH1q6jtIASprLieVwhEYyB+Q9KtKl833XVB7UgOe8Yptu4CVxmHqe/JriZlw59K6/xbHNDPAJ5S7GPIJPT5jXIyHJNcdT4mdMPhRFikIp1N5qChN1BYGjmmkZ70ABA7GkB5xSEY703p0NAyZnAOTTWkL8AYFRFycA9qaGbtSAsBR3p4KjvUCgt1NPCD1pgSFhg89q95sRnSbI9SbeMk/wDABXgZUbT9K+gNOX/iTWBH/PtH/wCgitaXUyqEMtrbz8S28Ug/21BqqdH0xv8AmH2zfWJa0pISxJx07UzySoBBHvXQYO5kyaNo38Wl2+faMCoDoWiF/ls4B/wAVtOnOdy9O4qu6qp4EdUkhNsyToOmZO2zgxn+6KhbR9P6G0hH/ABWn5O7BC/juxTHg2qTuII7daqyFdmNdaJbhGMVlGdy5Hy9weR+VTWuj20alHgh4OOEBxUl7crabHdzknABPWp4ZS+DGDyAevSptqyruxKmlWBxmKEY/wCmYqzFpOn8/u4T6/uxQiXKjIjVh7GpkknBAaI/nTEPXTbEdIovwjFSC0sh1gTH/XMf4UJuf+AjFP8AJ9WbNQyhPJtEIAto/wDvgUyQIF+SJFz6LUwRQOhPNMk3lelSxlNl2od5+YjArk/htZKzXVwRli+3PsP/AK5rq5xiGR+6qT+lc58NJSbS5QdRKSfxArmxOx1YVXkelxnjFVbtMc4qt/aAXUFthkkjJOOAKvT4aM/SuDc9Fqx4H4stfsfinUYx0MpkH0Ybv61kIea6/wCJVkYNfhugCFuIQCe25Tj+WK4vJHQ11xd0efJWk0SmQKeRmkLM59BULOSxNAZs8UxFgAD0pwKjvUIUnqacEHrTAl3D1petRhRTgaBCkZppXnpTqM4NF2B6h8DrxbbxlNbH/l6tHUfVSG/lmvafGAkOh/L086Pd9N3/AOqvBPg83/FyNPBOMxzD6/u2r6H15VfQ7sOcDy+vv2/WplsXD4kcYX2oD2xTgwkiyOc1nalLN9hkECuzKhZti5KqOScewpuiaha3tuFt7lJgB1Byfxrke56Nro67wlOEkurUnriRR+h/pXU155ZXQsNWhnb7oOGx/dPBr0MEFc10U3ocNaNpXFor4g/4Tvxh/wBDXrn/AIMZv/iqP+E78Yf9DXrn/gxm/wDiqsyPt+iviD/hO/GH/Q165/4MZv8A4qj/AITvxh/0Neuf+DGb/wCKoA+3WUMpBGQRgiuB1O2bTLtoDkqfmjPqtfMH/Cd+MP8Aoa9c/wDBjN/8VUM3i/xNckGfxHq8pHAL3sjY/NqmUbouE+V3PpX7YW4HJpsNyJnkjcFZE6g9wehFfM//AAk2v7t39ualnpn7XJ/jR/wk2v7t39ualuAxn7XJn+dZOk+5v9YXY9l8Y2UtpcwavarmWBw2PX1H4itWC+sPE+kCeJ08xRlkbGQfpXgcniPXJl2y6zqLr6NdOR/OqqahexMWjvLhGPUrKQf51qovR31Rn7Vaq257ebCGQAYj4PYUh0t1X5JWUez5rxca7q4ORqt8D/18P/jTv7f1n/oLX/8A4Ev/AI11quuxxOkz2Bra6iYbJgRj+Nc1Uj1FXkkjkKeYpYMUX8D/ACFeUNrmrtndql6c9c3D/wCNQpqN9GcpeXCknPyysP60Our7DVJntUF/AQF8tyfXYavJe26jDRSDuMoa8NXXNWQfLql6v0uHH9aePEWtjprOoD/t6f8Axp/WF2F7J9z0vxi8Uy27xKVwrA5GO4ri2z3rDn1jU7kAT6jdygdBJOzY/M1X+1XH/PeX/vs1hKV3c1jGysdCaaawPtM//PaT/vo1twsTbREkklBkn6VIxxNJQW9qQsKYDST6Uw5zTyfSm4PrSGR5w/tT1IqV0nW1G3iKVwCfVlGQP/Hs0wZHUUAOB9qeGHembqXdQA8lSpx6V9EacgbSLLHT7PHjH+6K+dd/ynjtX0bpHzaFp59bWP8A9AFa02Z1CUxDBJ/So/KLJxjBq4FBGCKNi8n3rdSMbGTNEQOYx6ZBrPlXDHBX8RWzPHnJDYrNnTB+8Pyq0yWijIr9S4wB/DVWQkD/AFh/EVbkMaE/L19KqyvEHJCsT0zuqyTE1y3NxbBombz4mDo2OnqPyrZ0iMLp0OJRK2Ax3DBB7itrwXpa6prshkAMUcD5yMjLDaP/AEI/lWLFbtaqbWUYmgYxt9QSD/Kpi1ztFNe6aqducZFX0BbG7aw45rFjbAVc8fWtWzwVIyachRLyxxntg07yI8Z3c0qAAg9alABHasmy7FcQqckuPyqJ40UN1J96tucE4xULnIxiobGZN1H+6kHQbTXL/D6DyNKebHzTSFifYcCup1ZjFpd5IOqwuf0NZPhCOOHwlaTEgr5YJ/rXNiG7I7MGlzNnPDxBex/EKezWdTbSSiPY4yAQvGPxr01pP9FUnqRXlekaFdXniddUvkNus1yzLCw+cjnB9q9G1i+g02wknkIWKGMu34dB+PSuaSV0kdkG+VuRwXxNvLc2VlZ8G680y47qmMc/U/yrzM5q5qF9canfTXlyxaWVtzH09APYdKq4JPWt4qyscU5c0rkSn1qZT6CpLmK5iljimUqEiDIpGPkb5gfx3ZqMHFUSPBp4Zaj3YpQ/tQBJkUowaYHpwYUxDqQ0uRR1oA7b4Sui/EbSdxIy0gH18tq+hfFkhTRdueHlRT+ef6V86fC6Nn+IuiheCJmY/QI2a9y+IviGHRNIgie1muJriT92I+Au3BJJ/HGKiexpT+NGdYWr3Vxc28Z2s9nMoOcYyuBz261yHgVTE95bouUjkzu7DPatWx8Qvc2d00duIhcxeUzNncqnqB703w/BPZi6lmiVFlfcuOvTHNc19LHoJPmbN+xsW1TVREDhB80h9FFehhQowBgCue8JWvl2El0wGbhsr/ujj+ea6Kt4KyOGtK8rdj4BoooqzIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArftx/o0X+4P5VgVcTUpo41QJHhQAMg/40Aau3NNK81nf2pN/cj/ACP+NN/tKbOdkf5H/GmBp9OKQD5sVm/2lN/dT9f8aUanMDnZH+R/xoA9KsvDran4Hiit42e/e4M8EYGS+Pl2/iAf0riHGJCDXYaP8a9f8PabbWVjpGhhIYlQO1vJvbjqxEgya4S81Wa61G4mMUMZklaQqgO0EknABJ45qUrFS6FkigA1m/2lL/cj/X/Gj+0pv7kf6/41RJqY4P0r6L0Ag+HNLI72kX/oAr5h/tOb+5H+R/xrtLH4ta9p+nWtlFaac0cEYjUvHIWIHqd9XB2ImrnvWeOKN+Qa8MPxk8Rf8+Wl/wDfqT/4ul/4XL4i24+x6X/36k/+Lra5nyntUp61l3IPOK8kb4weIGOTZ6Zn/rlJ/wDF1E/xY1185tNN59In/wDi6pSE4s9OnwOWIFUnYDOOg5Neat8StYc5NtYf98P/APF01/iHq5629l/3w/8A8VWimRyM+kfhpYiPSri9ZcNPIEGeuF5/mT+Vc34tszaeLbsAYSbEwHruHP6g15pp3x38T6PptvZ22n6MY40OC8MuTlu+JBVDWPjD4g167huLmy0uOSNNgMUUgyM55y5rmhL942bSj7lj0dMnHHHFaVoQB07V4uPibrIx/oth/wB+3/8Ai6mT4ra6hyLXTj9Y3/8Ai66ZTMVBnusZGM+1SKTjFeGD4weIAP8Ajz0z/v1J/wDF1IPjH4iA4s9M/wC/Un/xdZORfKz2xwR0+tQuSBmvFz8Y/EJz/oemc/8ATKT/AOLph+L/AIgP/Lnpn/fqT/4upuh8rPUfEUpj8PajJ6W79fcV514ZTVxabYVItS25GlkITPso61j6j8Tta1PT57Oa2sFimXY3lo4OPb56jtvH+qQeWEtbHbGAqqUfAA/4FXNWfQ7MNFp3bPYrG2VVW7ueXQcEnp715/488TxaqyWNlN5kCNulZfusw6AHuB1rmdX8f61rFv8AZpvIihPLLCrDcPQ5Y8e1c7/aU39yP9f8azpw6s1rVXsjS6jFPgieaVY4wS7EKoHcngVk/wBpTf3U/X/Grum69caXqNnfRw28rwyrKqSqSpKnIBwQcfjWpynsvxb8CyabY6XrdqoMUFnDY3YX+EqMI/0P3fyrx8c12WufHDxJ4i0S80i907RxbXEe1zHDKGHIOQTIec+1edf2jLnO1P1/xoA08ZNKAfWsz+0pv7kf6/40f2lN/cj/AF/xoA1aUVlf2nN/cj/I/wCNA1SYfwR/kf8AGgDYHSgVkf2rP/cj/I/40f2rP/cj/I/40Aeq/COHzfiLpueiLK/5If8AGvUNf0DUW1S/vJ4JriJpC0bghgqcYGOoAr528M+OtT8LazHqljb2ckyI6BZ0ZlwRz0YH9a7X/ho3xf8A9A3Q/wDvxN/8dqZx5i6c3B3R6Pa6JcNjZZzynORtjIH510UHhK+uwpup0to+6J8zY/kP1rxf/hozxf8A9A3Q/wDvxN/8doH7Rvi8/wDMO0P/AL8Tf/HaiNNGssRKWi0PpqGGO3hSGJQsaAKqjsKlr5f/AOGjvF//AEDdD/78Tf8Ax2j/AIaO8X/9A3Q/+/E3/wAdrQ5z/9k=", "path": "002144.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002145
Men Tshirts
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", "path": "002145.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002146
Men Tshirts
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"path": "002146.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002147
Men Tshirts
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", "path": "002147.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002148
Men Tshirts
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", "path": "002148.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002149
Men Tshirts
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", "path": "002149.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002150
Men Tshirts
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", "path": "002150.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002151
Men Tshirts
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", "path": "002151.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002152
Men Tshirts
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4CgCngUAKKeBSKKeBTEKBTwKAKeFpibBRUgFCingUEmL4rn+z+HLnBwZMIPz5/lXJaH4T1vxCqy6fYO8BO0zudkYP1PX8K2/Hdxi0t7YHkkuR+ldj8MfElrH4GaG+mjhTTWZWaRsAITkH9fxrjx+Iq0KXNSV2dmGpqbszjtX+GniDSrbz40jvowMv9mJLL/wE8ke4rjJIQXIdCrqcfMMEfUV9I6J4m0zxF9ofTbhpBA4V9ybTyOCAex559q4D4u6Bslttegj4f9xdEDv/AAMfryM+wrzsvzetOt7HEKzZ01qEYw54HkU7sj4YY9/WgHcOtW2jSRSrruH8qqsjQkKfu9j619IciYA804daFPPFSqVxjvQAo9KZIcANjoc0/wB6UDIoArkLnh1/Ooxcxwnl1P0Oale1ikbJRc/SoWsU7Ag+1GoEn9uPBIktoGinRgyShiCp9RWxrHiu68XXkV7qbRC7hgWEsibd4Hc+p5rnjZLnHzU1rPAO3d71k73uBsw3b2hM0U5hIBG5WxwRgj8QaoSX42kQrn0Zv8KomI5xycdMmp4bct1GB60XkMRJZ5ZclmYngDtViW4a0XyIsbx95we9LGnlEyLyVU4z61B5YAG5suetVqBUfcz5bJJ7mnrESBhSR9KtJAGbnpVhUPRR+VTyu4FJY2XnacVYiV2wFHNWRbknLEH2qQAJE3H3a05WIhEQ43tz7U4KgbhaeoG3caQkUwFJbd2phJHXJo70oQkZJNADB94elMuF/dMR0xUhGDj0psylom9MUAQSfLcxnsAuaoyLiZ19GIH51dmZWkXPdAf0qvOMXZX6H9BWU1qMnijxyeoqQqCvIzQo+Yn6cVIVAFNLQClKny8cEU+ybEm3t1H1p0qjn1qKElZ04/iHFTJWA920xcaVa/8AXJf5VYIpbRAtlAB0EagflVqGzluQxQAKvVm4Ao2RyWcnZFEimla0m0y4xlQrD2NVpbWePl4mAHtRdFOnNbopkVGRVgrUZFBJARTGFTkUxlpDICKYRUxFMIoHcgIphFTMKYRSGREUwipSKYRQMiIphHNSkZppFICIimkVIRzTSKQxQKeBSCnAUwFAp4FIBTwKBCgU8CkFSAUxCgU8CkUVIopiYoFSKtIoqQCgkAKkC0AVIq5P40xHnHjCfz9ceM/diUIMev8A+uk8KXNvC2p2N6itaXdnIWBYDDxqWXBPc4I/EVR1qTzdZu3zkGQ8/jWew3DFXKlGcLM6oycT074V6JrcM39sCOOPTLyHaS7/ADSAHggD0Pr710/xNv5ofBk1vFbvI926xMREWCKOSeOnbH1Nef8AhD4hP4X8Pz6YbRrqXzvMt8vtRVI+YE9evIx616r4N8Rr4l0Nb3YIp95jniViQjjn8iMEV8jmEKtDE/Wpx92LPQpyjOnyJnzsMjORz/Kh1WRCG59q9D+Kvhz+z9XTWLeNVtrw7ZAvG2YdT+IGfwNeeBq+qwuIjiKKqR6nDUg4S5WVCDEcEcVIDkVM8aSjByCfSq+x4TtbkdiO9bkokVwBipAQwqHAJp/SgY7b70HA7UDdnPFOp2Fcj2ZPSgqRyOcU8nGOKAaGh3IzEhOdozSbdivx2yKlx70xxg/UEUhlckLBluWY9qZEhbLE81JKB5cSjGeeKkQIgC0mgECDIHerCLsUYqIFQc9ak3s33UP17UxNkgOVpjnOfcCnYbHJH4V0Xh3wXd+JLZrmK+sbaFJhCzXM2zBIyPz6Ad+fSic4wV5CSb2OZHK4o2AEE5/DpXSeI/Cq6La2l3Z3g1C1lT97cQrmJX3EYB+oPXniudLZ4qYVI1FzRG04uzGkDPAo34ODSmmr88mwjirsFxoySTjNK4/d7a6fw54K1HxDG00AS3tFO3zpc4J9AO9dPH8JG/5b6wu3/pnCc/qaltIuMJPZHkDE7E/2cqaV1D3KPjho1J+vT+leuD4OWB4bWrsjdkAQLx+tJJ8G4NymLXJF2rtxJbe/sazckV7KfY8thByT61ORXo3/AAqC4QfJrduf96Bh/WlX4ST/APLTW4MeqwMf61Skg9nLseYTrxmqbHD5xk17ND8JNOx/pWrXMntFEq/zzV/Tvh34f0m+W7hhnnkj+6bmTcAfXGMVEncqNGTepoaVDJJpdo8ylMxJlc89P0rR1iRorCKzgO0t8zAelSn55UA9ag1KS2F8I7gzRE7UEuw+WCegLdKg6KVOFJ3QzTb2VwEfjacZ9a1hMAME8mqH9nS2kgJUbc4yKuRRMF+fr2oNW1LUSaxguVBdAD6jis660NlObdiy46Ma2FX3NLkgYBoMamHhPoclcWs1uMyxlR69qrEV2p2twygg+tUbjSLWcEouxz0K9B+FPm7nJPByXws5VlqMitm90eaH5ogXT0HWsp0ZGKsCCOoNO5zTpyg7NFcimEVMRTCKCSAimEVMRTGFIZCw9qYetTMKjIpDI2FMIqUimEUAKBTwKQU4CgBwp4FIBTwKYhQKkApAKkApiFAqRRSKKkUUCFAqRVpAKkUc0xCqKc7COJ3PRVLfkKUCoNTJTSbth1ELfyoEtzyO4fzbiR/7zE1GaP4jRXQtjpOk8F+E38TyahuPlx28IWOTPAmY/LkdxgHP1r2Dwj4Kg8KLcPHfzXMlyFEgIATI6EDrnk968g8EeJI/DWuGe5Mv2OeMxzCMZ56q2O+D/Ouj8R/Fa/a8lt9C8lbVTtW6ePc8nuA3Cj8M183meGxeJqOlD4GdtGdOEeZ7nT/Fq4SLwbHEcb5rtAufRQScfpXhqHc34Vc1DVtQ1i58/ULmWeToDI+7A9B6VTT5WNerl2D+qUFSbuzCvPnlzEoXkD+tJJGrqd3OD1p3UD0oZo0Uh247Dqa77GKKIYhiMYI61Mpyo9abdRusYlELhR/EfSkicHHpUlFilIPHemL3IOfwqQA9zVksbTWRjyCKd17UUgG7WxnBI7n0pr/dzjoe9SjI7U1wWRs+lJlIiEanY2OAv61YWGJlOcZ+tRRSYhB6seBxT1iYoMsfXmhIAEaKeBilLggKo/GgKDjr+dHQYBwPTFOxLAR9ixJ9jXqfw2ks5tDmtpbS0LR3sZkkmTqGBCnJBBYEkAehPrXlg9OlbWheJr3w/Hcx2qW8qXG0ss6bgGU5VgPUVxZhQnXouFPfTrY1ozUJ3lseo+LLR9T8K3dqoRp1thcJH5eCGichyGHUkY4NeIA966HUPGev6hBLDNqTpDKSXjhARTnqOO1c8MZ9qyy3C1cNTcajvd3Kr1IzleIruVXjk1r+GdAuvEGqxWVuCFf5pZe0Sdyf6e9U9K0q61rVrfT7NC8sp/BR3Y+wr3zwz4es/DunC2tgGY8yzHrI3qfQdgO1dzkiaVLmdyRki0i3tLS2j2W0KbVA74/yT9TVozIQvoRuzT7y2FzAUbv39PSqdqM7B1Kjac1i2ejBLlsTzFgilSefSpFBCjk0ycnMS4wSTxUnakAhLetG44xSUU7gRzuViY55xUTxkQLkc45p9yCYWA74H61LIoO4Ci4GdGQJRkfSo7tGOo4UK6SIA0UmSjD6dj71LNHtfOcVK4EjwS9xxSBpPcdYbopNlsTtJ3NZztnI/wCmbH8OOn0q9GIbltsL7Jud1vJw4P0/wzVJoVlXY6hl64PY1KTIVCzqLqMcrvbbIv8AuvTsYSi0/dJ2Vozhhg1H1Y1Is8mAqzLKoPMN022UfRzwf1p2IgP30M1oSfvP80f/AH1SGqvRkBHpUR3A9cVc8gvH5kMkc0frG2TULxlThlIPuKDRTi9iB5XA4OarytDKhMsCt7kVbKgVQvGEaMF5OORQXyprUxryziETT2xJjVyjA9jWawrsDZJFpCwOo/vMB6nk1ykqhZGABABxg00eXiqShK62KxHFRkVORUbCmcxCwphFSsKjYUhkRHNNIqQ9aYaQxR0p4FNAp4pgOAqRRTQKkUUCHKKlUUwCpVFMliqKlUU1RUiimIcoqRRSKKkApiFUVX1UZ0a8H/TFv5VbUVBqa50m8H/TFv5UAtzxkjDH60bR97uKRhlj9acDjjFbrY6RCflx0NRgHdgmpPlAJYAAevemr5spPlqqL/ef+gosA053Adz0FDyKJNpzu9AM1agsBJKqKsssp7KST+Qrr9J+H2r3Sb5YYrGFud0v3/y/xqlTYXOOSGeUD/ljGeBkZb6+1Tw28cMgKrn/AGjyTXpq+AtHiVbaa8uWupsgSqQFB6/d964XxJo9z4WkxeI0kDHEUqA7W9s9jV2tqwKUmyVGRiPxNYewwXLRMenT3qOTWLhn/cqkX0GT+ZqISyOd0jM7+pNYympPQpI04uh6fjUmMetV0lGwEdaDOxOOlFxNE/ApDtFRbZXIwSPel8n+JpOR2ouFhzSqKUNuGMEZ9aTEaHKnLelIWJOcmjcNgiXYRn5gvHJqRmdiNoAHuKYpYgsTld3Ip5+YclvXrTQXGlW4G7GKTLgEHB9zUoVSNyjmm4z9aYiMNupepwD+lOCDPHUUoAA4oAbx3q1p+nT6nfxWVjEZJ5ThQeAPUk9hTrLT7rVLtLSyt3mnfoqD9T6CvZvCPgyLwzbNLOyzahIuHkXog/ur/j3qGy4Qc3oT+F/C1t4YsAseya9lx5046t7D0WvK9Q+KviHTvE16tvcxXFjHdOI4ZIhjYGIAyOa9qut8UZeNcuRwM8E9v1rz9vhPpC+G1l1Yyw6okcklzLbzZUtknoRggD6VzTvc65rlVkang74m2fiq9GnyWbWd6ULIu/ekmOoB65xzg12LYRyzYwBkmvlTSL250/WbS7sWIuIplaI9MnPH519W3EZlRA6hWON4B6HGSPz4qYsujO+hWiDTTNO4wOig1ZoAAAHQClOKo2uMOAcUhPFOIBPvTSKBEbjcUGcZcVJksSSAPoajb/WxDHO4n9DUtAEE0YKE9xzzUaMHtmPA8s5qy/3arxgbJx/s0ATIemanABFVrc7oUPXjrUu7FWIJMN8rAFfQ0iSSRH91K6eynj8jRnPelAwKTCyY5maR1kdBvXP7yF/Kc565xwakWZgQBOjKP4btDkfRx/hUYHFRsSeAMn0pWIdJMkdtinz7CYAcl7UiRMevr+GKzkFve3AlguYp41OT5Zzj0z6fSmXck3mrHG4jxz8tW4laGANIcu3LEDH6UNDimh8g3A1yupQ+Vdt6HmuoDZ7Vl6xamRA6Lkr1+lK+pjioc0Lroc4wqNhU7LUbCqPLIWFRsKmYVGwpFEJFMIqUioyKBirTwKatPFAh4FSKKaKkWmIcoqVRTFFSqKBMcoqVRTFFSqKZI5RUoFNUVIopiHAUk8fm2syYyWRh+lXhBDH5SyBi0ncHgVZW0twc7s/jWqpSfQ0VOR88SMFlfdwASKngt7m6KrDExzwAilmP5V7avhHw5HO066XbNIxLFmUtjPsTWrEsFrHstoYo19EQLW8absbWPH7DwDrN6VZrMxKR/rLl9uPwrrtO+HGnW4V9RvHnfukfyL/jXYSyOw461WKOR8pJPpWiigsSafp2l6Um2xtoIf8AaUc/n1qSa43LgNxVfyZSOKBZsxy5aqSCxj6g0iuJjIMxMHXnpit67t7fVtNMVzAk0EyDcjjIIrPvbW3gtnlnYKn3cnnJPYep9qs+HLlL3RYJIydmCoz1wDjn0PtQ0tmNHlPiz4czac32zRYpZ7U58yL7zxfT1H61xkVrIpPyH3JFfScp8p/THvTxBHwRFHzz9wVg6Gug7nzituq/M5Y+yqTTwsp4htZiT6oa+jRGo6Io+gFKPvcij2IHzqljqdwcLbz/AEWNj/Spl0DUzz9gvm9/Ib/CvoTJB6n86Mn1P50/ZAfPv9kX8QzJY3akdS0DD+lVJQR8vKsOxGDX0bzjqfzqlf6Tp+qQmO9tIZge7JyPxHNL2dgseAoxKfd6e1G8g5IwK9K1L4X20jPJpuoPCTyIpl3L9Nw5FcRrHh/UtBbGoweXGThZQco30NS4tCaKIyRwRimtgD3NRgK3Kk/lT3XMec9KQgTIQk81LY2l1qV7FaWcJlnlbaij+voPeks7ea6mSCBGkkc7VRRkk+1e2+CvB0Xhuz+0XIV9RmX943URj+6D/M96iTsXTg5uyNDwv4bt/DOliGPa91IA08+OWb0H+yO1bBPHFPY8ACo3+Vc1k2egopIp3lwLSGW7ddyWsTzsMf3QT/Svn+f4neJrixu7G5u0mhuUePDIN0Yb+6w56EgZzwa9vTxHAnjA6GxhQ/ZBO0kkoBLFsBAp6kjmvPvjgLO2TR4orOCO5lMkryJEFYqMADIHTOazkzCpK5yfw98IalrHiHTr42Mw0uG4WSW4ZcJhTnAJ6nIxxX0Tc5aNieO9eafBPU7+60fULGY77OzZTbsT9wvksg9uM/X616e3KkHn/CkjWktCqGzTqjUbRjjAJUfhTxzTNRaaetO2nHUUEY64/CqAiP8Ar4xnsx/SnZGSM01sfaI/91v6VJgYqQI3PBBqJDttJifQ02VyHHFLc/Np02Ouw/yoASzcNaR4x09alzisbTnf7KnOAPU4rSQtnnkUwLaAE81MqDFVkfnkEZqTzHUZB4HakxEpTFRyMFT3IxTPtDHJOKq3N4MiNRmRuAKaGJFFh97fMF5Y08OZXJbvRJmOMR5+Y8tiiNcYyOaGwJFXikcZ2oR94/yqRRTE+eZnHQfIvv6n8/5UhmTf6QJcvCAr9SOxrBmieFyjqVYdjXat1xyM1WvLCO7i2soD9nHWi+pxVsMpax3OMYVGwrQvrCWzkKsMr2YdDVFhVHA01oyFhUZqZhURFIAWpFFMFSLQA8CpVFMFSKKYmPUVKopgFSqKZLHKKlUU1RUiimIetTwLulUYzyKiUVbtiARjGc1cI3aQ4K8i5exD93IOqkjHsaIgWA+lSzL5kTLk5xwR2qO33qgLAgnv71330OrZEnlcZzihY8nmnGaFM75EHGTlhwKjkvbSIZNwn3tvGSc4zjjvjn6VPMguSeT/AJzTljC56Vmf8JDY+Ykcf2iRmKBAkDYbfkpgnGQcHB9qybvxrbRoWS3KqRGRJcTpGuHJAYjJbAwc8ZFJ1IrqFzqRjGK57V/F+m6dDIY5Y5jGSrS7j5KPt3BGYZ+YgcKP0rhdQ8bzas6W9ujXbuqt9jtSyozAnekjnDMNoBG3ArFsNH1DxBdQB9t7iFFRAxW3ii2HGWGPmU4+XBJ9ah1G9IiLus+I9S13dcW7yWmnuXVLycYaXDKdsSjIEi5/hOT3Nd58PY5bLRWspIriMRyMyNcLteRSchsds56Vn6Z4Xu7ec3kxguLnqJJVwucY+VRwvAHQdq6DQjefapRdvEx/h8sEAU4RfULmleDMgHtViMho0PtVe9+/+FQi6SFAuRuzyK23EaNJgelUlu3Y9MfhVqOVXA559KLIoe1NpxGaCKTVgG0h6UtB6UARjHAFRXUUU0Dw3ESTW8gxJG4yDT49wlYN+FSsAwIPei1wPN/EHw+WJXvNG3PEOTbMcso/2T3+lcJPG0JaJwyOpwVIwQa942NFcIM/KxxWB4q8KRa/atNAFjv4s7X/AOeg/ut/Q1nKnbVA0YHwo0oXOsXOpSLlLSPbGT/fb/AA/nXrpZSPSuM+HenS6X4dkE0TRTS3DlkZcEY+UfyrqsO2cA1xT3O6lFKI8yAHiopJwEwfxx2p4QjqM1FdIPK5GORUGtj57+Iuna8nie81LUtOnt4ZZP3T4yoQDC/MOM4Fcrd399qAhW7up7gQrsi81y20Z6DNfW0iiRWRsMjcMpAIP4GsFfBHh6DV11aLSbYXScjC/ID/AHtvTNZtHPKjK5Q+FmjTaN4IiFxA8VzeTPO6uMEDgLkduB+tdmqDafWo0kLHJqUEVSOiKsrGLPO0F5OgGcNkZ9xVuGUSxhh170l3Cr327gFo/wCVQorQtnBIPtQU7FsZNNbOMdDSo2QKcRmqQivhvtMeSOjf0qbPBppX99H+P8qcVOfukfhSYFWdc4qSDDgq2MEdDSy+Woy8iKP9pgKyrvXtOsOXuVY56Rjf/KkNRb2JWtxbFUXO0dM1MG4BBxVez1e31jzRFG6FMEeYR830qwEH0NNEyTTI3uJFO3Zk+3FKbg4AOS5/hFWeGUA9e4pkjKB82M0yblK4upI4ySg9hmn6PBIInvbk5kkHyg9hSLF9qkH93fjIHX2q/cMABEnQcHilctESgytuPQmrQAA4FRxgBMVMo+Ud6Q7jJTsjZvwH17UiLsQKO3FEmPNROePmb+Q/rTyeKBPUYevvThmmgHPNLkZxQBHPbx3CbJFBHvXMarpL2eZYyXhJ9Pu11tMeMSKUZQQeooMKtGM15nnzVE1busaR9kPnQA+Se392sRhTuebKLg7MRakUUxelSCgkeBUqio1qVRTJY9RUqimLUqimSPUVKopiipUUsQFGSaaEOUZNX3jEYQrkcUQ23lrl+W7Cp7pS0JIHK811UIdWbwhbUlibKjJ5rgPiLDqFk9vf2klvHbOjxSmRSdrnBUjHc7cDjj8a7aFyVDDpU8kMV1D5cqqy5BwwyMg5FbyjdGu54pC+sapcB5b/AFKWCR/3v2O38obXX5wC2AOQox0PWnNoeoqQ8x1dZyFy32tQd4OGIHpswBz19q9WlSX7W0cgxGnIAHDH1oezj1C5VJRuSIZPPQms/ZJ6tiZ5VH4N1G6L+XYX7gB1R5rtVA5Hlk/QdRn6Yra074axTOxuUtYY9z4PnNO4UgADjC5Byc8/Su6vdDtBbEqZ+P8Apqas2cSR6aiLkhOBk5OKPZJCMWHwLosIAYzSxb1kaAuFiLhdoOxQB0rfhtYIIljt40ijXgKigAD8KaqMamAwMU0kgJAqheAKyNHcvqVxnseBWpnFZWi5+33WOobr+dUgNG9dfMK55qO1to5pWkYBuAMmoJ4HluTukOc1qwwLAAEzyOa0AT7LFj7oH0qJ4NpyCat0EAilcpFQOyn1HvUysHHFOdVxwMVCUMZ3KeKGA8jFFAbIyaKQCHHWlzmikAxmmgIbnovsacpIdvrmkuPuj60o/wBcw9aYFqKcfKSTjoau5YAfdYHnPQ1k52SFT0b9KsWVztOxvuE8Z7VyV6XVHRRq291l3coOM9Oo71UmZZGVD90nnHJq/IBtwRn6ioAvPGB9K42ddxvmR+ZgNhj2PBqTZxuGc/Wl2hhggEeho8oA5Usv0NIYw5IzSq5FNMb5ysx+jgEfpSHzE6xhh6o3J/A0AQXTH7TARwSCDUi8mqly6yXdvg5GT+B96tr96gCTaBnrSU+mhT61SERSxpLFsdcjr1xVb7Db90Yj0MjH+tXitR496LAZ82j2E0ZV7dB7jtXM32ieTIRGmY+xxXbY7VA0Qdjx2pNGsJtHH2trcW7xsiYUNjcTgCuhhvEmkeJlaOdBuZG6lf7w9v5VdaBSuxsHggjHrWRFphN7uWQhE5LHqAKBtqRcN1GD8rbj6DmgiS4IIhYDGckYpBKsHFvGqY/iIyx/Gs3ULqeXK73b1ouSqd2S6nrkehWiNCiXU2/mJXxhe5J7Grel6taa1aC5tmII4kib70behH9e9YMdis/GMMTjpTl0Ge0uRdWTNDOvG9cEEehHcUjRwVrHYIAcVKB24rMtNQmUKt9avHJ/fjUsh9/UVeNxEyMEcM/QAgjJxQYtWGphy0hH3m4+g4FPPAoUBVA9BiloEMzx1peKD1oJwKBC+1LTAaUg44oAHVJUZHwQwwQa5DVtHezcvErNCecgfdrrdpJp5IBCEAk9QRSMqtFVEecqKkUVGvWpBVnkkiipVqNalWgRIoqVRUairVtF5j8g7RyapCs3sS21tJO2EH1NakFulvk/efpmkRgoEcKbR61OEC9eT1rspUEtZbm8IJB2HFRTPJC29PmXPzKallZVUnOCBmq0DSTucj5PWuixbIreQGSRVPy5yParisc1RukFrOsyZ2cLJj09auowK5pMEPmiEsW9T8yiq9vEIgf7x5JqzBKqjYTyTRPCQpZO/wB6kA1zmMkjI7/ShIwibQOKSJgcjPSmJK0L7JMbM8NUtgTAU1hjrUoIK5HNNOO9K4rELnAqhogAvbkfQ4/Or1xgISD2qposEqXuoTSoUR2QRZ/iULyfpnNNBYtKu64PPer+eKpAYckdc0r38MDrEWMlwwysMfLH/Ae5qgsXOtFMiaQjMihWPOFOcfjT6BhTWUMKdRQBWeJiTtamo7A4fpVogGmMgPBoAQ8jI6U0nAzTgmDxSOuVP0pgQ3HRf94U1mxN8oLHvimsTKsfORkGsrVteg00tDGhlnPVc8A9sn+lUlcDXmLhW2LuYjBI7U+JMIvJGBXBtruoTyPuuGh2nhVG1fzrV0/xJKRsudsy9C6nDCiUQNrX7zXooEbSp7OJAB5ktyABGO5JPbFLa6nqt1KhtpbaeNVCkSx+W7nuw6cGnvaWmrWsazBZ4g6yrnsy8jNWtO0eKAPNdlJZJGLKCOIx7e/vXmV6bjI9DDz5o2ZaW/ljXNzYyR46tGd4/wAakj1Oylfat1GGPQP8p/Wsy/1ObTHASI3ER6qXwR9Cf61B5ul62mIpFjuMfNFKAGB/r9RWJ0cqZ023IyMFT0I6U0j5a4q50zULBt9sZowP4oyf6Utrr+uROFeI3aDs8ZDH8R/hQV7LTQ3bhc6uvrgE/l/9ar0YIwDVKCX7Vd+b5ZQmMZUnJU+lXl4oMn2H0mcdqDTaCRSc0xuop4FNccg1QBjpSIPmI9KUdKQnGT6UmMgmbaCwPJPb2qONC0Pp5hyfpSyIZZhAG9s+3ep9yAnBHpihllaS1iZcYxnvVUaaxPLDHqK0mIHzdqULgDjtSE5GemnIjht2SDnpVsADoAPpUpFNCn0oFcAc8Dt1IpwUZzSheKXFAhOtFFFAhp60pHFNYnd7UA96Big47Ud80uRQeOTQAm7H4dahhO+YtnIzWZq+qfZ5o7GEb7hwCwHVQau2qTIgABGcZzQU42Rw61ItRrUq1R4JItSrUYqaMbiBQSXLG1a6l29FHU1syQrDasF7FR+oqGxjEEe0D5yc/Wpb24xYzFR84XOPTmu2jSSV2bwjZE4CQpluBVOW9Y5CjA9aUeZdOF52dzV5II0QKFB+orpLZnIzMuX5zVyEBFwKke3Rz0x9KkWNVHFAIikjSWMoy5Vhg1m27PDI9rJkFP8AVsf4k/xFbAHPSq9xbeaAVH7xTlWPagCrkjvVmK6YDawyKbsSQZKkHoR6Goimx/pSsKxd8pJTvj4bHI9aidMHayn8ah88xqXLbVUZJPasqTxSktwILdQ8YPzSsOG9h/jUNFG3FgcKTgdqc3Ck8EdxWWmqxjhoWXP8QNXS6lAwbcD39afLoIbcycALg5qlq2qyaPYRPDEJHk/dgt0XAzn3qzEPMlweinjNUtXeOeOKx27pGbeDn7vamkM5OHWdb1S78oXDRoTyIht/+vXeaPpcWmRcYaZhl3PJP41m6RowtX811+YdOK6FBtx9KpiY+iiipAKKQCl7UAFNanU1qQAKbIactRz8RsfaqSAqJmGBQfvdcV57dO5uXYxs8sjnk9+eteiTr8xPYDiuesNM33UjuMkMQMj3q4gcjGtzdsWcFznG0DgVajtbi1cP5TBCfm9B713FtpcKK2EAJbsKsmxi242ZFDlcVzN0W4MMggP+rflT711Czp5K7z0zXKyWv2WXy04VeUOa6Cyj+1wo7kDjJArlxUbxudOHdp2HLbpchnlQFW6D2qGbQNNuB+8tEJA6jg1pjMfG0Y7UhY/3TXAdykZMWkvbArDeXSR9h5hYD86WTSZJfvX87ezOa1S6/dbjPrSCMHBHakDbK9ram3bqu3GMCrdB4JyCKQEEcUEi0hGaM0m400A6mueCKcORTWHBNMQi9KRj68ZPPPamg89vyqO6YiMlR8xHyj3PH9aTYxtuCY3myNzkgH2zUojCqQBk+tSLGkaqn8KqBkU6MEx5YAFhk0h3INo2gdeRTjgU6RfmGKaRQIWikAxS0AFFFIeCKADFIeDTs0hFAiNuDRn5Saa7Z7c07HyUDEU5prOdwUDOOcZ6mgNtwdpJ7AVDKzpuCkF+rO3A+lBSRTSBNPkmuI4hcXcx3SSuQPoAOwFSJPezupkCwRZ6qcsfpSJ5QQyEls9CxwCfaoywDbvNTORkkjj2oNbXOTWpFqNakWqPnCVatWqb50X1NVVrT0uF5LgOB8q9aaV3YErs1Yl4Q89KfdQLdWzRqwUtj+dKgzkehNDKeoNeotjoJoUWNABgcc1KDiqizBeCCKsI4YA5GKYDmJxx1qLzW6HmpAQxIHIFL5eT0oYDVn4+6aXzgelHl5oEIB5pagRMypJuJ4PB/wAapaprVjpSETMZJj0hjG5j/hWo0KuCGwQe1V0tIYOEiQc5yVyT+NIDhNRudZ14AfZZILUniJAfm/3j3p9hpN9buC0GY+4JwfwrvwowMdBS/hVcwmcydPukwynzIcZzj5gPpU0Vx5LrEXzAwyrt1U+hrcaMsCo+XHes670oSHerYY8Hjg0DLKFILVppOABn8K5ZJTJqonb+NuPYelbOqzbzHZx5OMM39BTbXSTvDnLMPbpQJs2oDvjU47VOBUcUZjQL6CpBSbGFISR0pSQO9N3D1pAOBorm9T8Q2+la4yXt9F9mEKEWkcgikJZjly5HQADgcnPtWT4T8SJPrUumICLeYvJEzyyS/OMFlRnAO3vg8isfbR5+QDuqR170oGaVq2AhyabLkxMB3qbA4okXKkCmgKF3/qmz/dqC1GJ3Ix83zVZcGeDAUFsFT7Gqto4JHqBtNVcC3GdrMPQ1JyRzUQP7z6ipgRtqW9QsZ97H80b98kVraNj7IfZiKz7wZCHtuq5opYecOg4IrKtrA1ou07mkxycHpTOV69O1OfOc00HPBrzTvHHBGCBUZgjOTgj6Eil59TTl+tAEJSVP9WxYejGjziOJIyPUipwABRx60ARrsdSUbmgggetKY1DZHWlx2oAYQRS+1OpCSKBEfRveh491zGf7o3n+lOQbnPGfSmIdzvKP4ztB9hQMnC5+lJ0pVz3oYYGaAEIyc0zHtTxR0oA5Lxp4ntdBjtLC4uJrZtRLILuDBa2UYy+D161UTxUkVto8NjciSWaSGOVb6eOUOhJVikyYDOOCQQOvHvxfxPh1mfxDcSTWt2ljHEsFpNFHmPY3MhZh+PBrK+HOmxap4xshIYmREe7dVBYlVIVY37DBAb8vapd7nNKUueyPfaQ9acetNNUdI3vQTRTHOBQAg+9SuelMj5PXmklDBCxP0oBBGVG6Vj8iiqcm67LNKMRjtnAxViVdqrHjO0dPU1Sml82VYkOUUHd7mg1RHITcv90BFPyqe3vWZos76jrOpqUCwIY/LOMbgMgn8TWuINyshwA4wSeOO9OWySNnijTb5yqrbeCEH8ielBakkcgtSLUa1IKo+bJlrodHXFqTjqa55a6bSB/oQ4xzWtBXmhw3LA/1jjGMmsnxB4l03w3beZeSbpWH7u3QgvJ/gPetiUbWD4yMHNfNmoXlxqWpT3VzK0s0khG5z2zx9BXfJ22Nmztj8VdUa9dzp1n9nJ+WM5yB/vd/yr0Dwx4it/EemG7gQwsjbJYS2SjfXuCK4S5+GM9r4VlvWuPO1JFE3lR8ps6lQe5wc59qwPBfiD/hH9cSZ3P2O4HlzjHQdm/A1Cm+oXPeIvlBqwp4quhUopXBUgEEelOOT3rXcZOcAcUYzUO4ipVcEe9LoAuBSEAil4paVgIDwfSnqRinMODUWDmgB561HLgp704dKZLwufzNNMCjDZB7uSVuWJ4+mK00TaBgAU/TLdZpX8wnaOi+pqWaNY5WRTkCp503YLEWKaafTT1pjIxHzk08Jg5zS0ooEef/ABK03eNPvUikOS1tK8ab8KwyOMdc96wPDXhrxENQs72GzktSkiOZ532AL0ddp5OR7V7BSd/esXSTlzCsHSk60ppK2GFOPIqInnFSDpTQFKbMFwr5HlSEB89m7H8elZWpwyW9x9oiJVW6kdjW9NCs0TRsMqwwfeqkKlFNvc4cgcMf+Wg/x9aYGPHqkikeam/HdeDV6K/ifnLAe4pZdO8tt8QLr/dxyKo3Mywx54GTtA9zSbA0HcXLDYdwRsVtWFuIbfLfffk+wrmtLtW1S5RQpFjB1P8AfPp/jXXhQqgDoOlclerpyo6qFP7TAj1qBjtP1qeopU3Dv+FcjOoTAIytKlRxt2zTgMUgHnIpuad0FNPsaAEzSjrSHkY/lTP3qc7Q6j+71oAl4pDUaSK65XGfTvTsnHQ/WgATIBI69vrTxHgAdcfrQgGweuc08EY60AJj2pH9KcWGeDzTCeaAEp3UCosmnhjQAjA4P6iqVrpen2dzLc2tjbQTyjEkkUSqzD3IFXqb0p2FuGM00injBprdaQEZ74prDIFPI61G1AxkZw9Fw/Ea4+838qVU5zVS7uAt/wCUp/eJAXx6FjtH8iaCoq424nAzgk8lR/U/0qKzhLMznhQOahnU+fHGh3DACn19/wA81fkcJstEwTjdIR0xQW3ZAC0uXUbEPAbAJwPQdqlRQpyDjnJLH+dKuD9MUv33C44HJ/pQZO7OBWpFqNakWqPDJlrpdK2/Y12nJ71zK10GizIYzF/F1rWi7TRUNzUIDAg9DXjmqfDPUP8AhJhZ2DZsJ8yC4k6RLnkN6kdvWvYz1pGGVrvkjWx5trvi8+DbaPw3pMU8k9qgQ3V5z15+Udxz9O1eYJPIl2LySFZ0Eu+RSpCE5zg46A+le4+KfDuj6q1ve6uxijsgWkcHG+P+6T6Z/wAKyU8S+CZ/C80Mipa2DO0P2QR/vDjowUevBzWTQiz4L8exeI52sLm3itLpVzEsbHa6jqBnoR6eldrXzKsv2LUvO0+4kAil3QSkbWAB4JHrX0N4d1STWfD9lqE0Jiknj3MvvnGR7HqK1i7oaNMnAoDYI5oPIpCvrVFFlaWoonG3HepDSYgNNIzTjSUgG7SO1MkUMjKe4qQ9KackdKAHQHKgjHI5xUh46CoY/wB3KyY6/OP61N1HNHmAlNPWlcESxhW+Xnd+XFBKg9aAEo6Ubh2oCk0ALS0UUgDFLiijtTAYwFKOgoIzSA8gU0A6o5IFlTByD1DDqDT9yg4JFBZQM5pgZpvoUupLN3xcxqGKDqynow9qoxW9xrF+jtGYrOIkhnALO3TitO80qHVZomkkeNo+VePAb6ZrUiiWGJI1yQowC3JrlrVXHY3pU+bVjreFIIVjRcKBxUtAoxXFe+52JWCkIzRk9+KM5pDKrAI+RnFSglhntRMQuMjrSqMRe9ADsZFJgDtSxnIxStQAxsLzjilwDg0tGO9AEUltHKfmXDdmBwaga0uI8mOcn2arlKTmgCl5sqcSwNx/EhqRJYn/AI2U+jDFT49KjaVSNpTd9RQA7YOxpcKB1zUIikY5UFfanCJgOcfnQA7A/OlA4yOaQoTjpSAFen86AHZpP4h6UoLbTwM05RwPWgQgwRkU0+tPxhTTaAIW4qPktT5CS2B+NKq8UDERTiuYtbj7b4k8QKrAiEQon0TOf1Jrp7ib7HZzTkZMaEgep7CuQ8Nw/YdYZ2Vt11vLs/8AEc5oNobM1beQRShZVBZfuMeMZ7fSrESMoLSD96xy3FTTW6iRgBx702LlcHPyDIPsO1BEn0JVJAHGT0x71Mi7FVe+eT6n1qNQcK2CD246VOnzMABk+lBB5ytSrUS1ItUeGTCtHSpPLvF9DxWatTRsVYMOopp21EnZnXnrRnFVrG5FxDk9R1q0OtelCXMrnStVcx/EuhnxHok2nC4a3ZyGRx03DoGHda8GuvDetWV09tLptyJFfaSIyVJz2Pce9fSWABTWAbg9PSm43E0ecaP8K9LFvG+o3dxNMV+dEIVVPp6mvQIo47W3SCFQsUahEUdgBgClIWJvkXk9FHepo7UupMj9f4V4A/GmkkCRE8hGEQbpMcj0+tL5TEDzXLH0X5RVlY0iTaqBV9BWdq+r2mkW4luCxY52Rr95z/hTtcZZ8oxOskTMRnDIec+9WQc9a4I+NdRmnURWduqMcBDlm/Ou2s5TPbpIwwxHzL6HuKTTQE9FO4puakAppODgU8UFcmgCF+dpGNynj3z1qYB2GGbAPoKMUJlF2txg8fSgB3AGOKRlBFOBHpSMyjrx9aAGhcU4DmkBGOaM0AFFGT2GaXFMBMmlHSlpDxQA1ugxVS5ll5WGMse59Ks8uc+lVp7vDCKPljTQFSMyqcsSWz3q1lmxk809IWGCetSJEMnI5pghsETq4ff+HrWknzcmqwAAwBU8BBJX0rlxEbq5vQnaViUdaU0nQ06uE7BCOlNx6U8jNJigCtc5wDjoaWJt6e4qVhuBFVYv3E7KScGgZYT2pxB703pTtwxk8UANOc8UBscNinZWkO0g4IyaAFKn2pNrHgYpoLr059qcswJww20CF2HvjNAUAdBTgwbkUuaBiY9KMUp4pKADHtUeBT8HPWm0ANPJFLgUD60tABwaY3FS9KgkYhyP1oAjxul9qnWPAqKLaz9eatUAZ2qqzwRxKQA8gDH261Q1K28uIXABHkRsy+7cYFM12VnvEQN8sY/WqcWoSx4Wb99GBgBjyKdmc6xkIzszcjkS6tkuAcZAJqo10N3yEBB1kP8AT1+vSs3+0jEhSFNqnOQT1z2+lUJ7iSY5YgAcBVGAKLMmeMgtY6m7LrFogyZWc9gF5rHvtanuR5ceY4c5Kg8t9TVBqiNFjjniJzIV61ItRrUi0zElWpVqIVItAjSsLowttJwDW5DKJE3KeK5dTWnY3HO09Sa6KNTldnsaQn0ZtjpTHbnaBlj0FN8w8KvzN2FTxRiMHqXPU12moqQhVySCx6moLq5SyjMrKzEkKiL1dj0AqWa6SDaNpdz91F6n/Ae9Z+o6jY6ZD5+pSoJSDsjHzH6KP0zSAqWmvXuqs8dvpz22wlXkuGBAPoMdap3fhue9ujNc3vmueAdvQe1JB4nt1gOyCSSYknbjbjJzyf8ACp4INX1hSZ5ha2rdUjGCw9M9apaAUUs7WxuBBYR/aL3pv6iP3Pv7V02l2bWdoEdy79Tn1NPstNttOhEcEf8AwI9TVsChsBD1pQKXFL0qQG0U6o2bnb3NIBsjlTgdab9oEY5ViT0GKmSIAknk+tOYKB0GfWgCv5lzIvyKEHvQltg7pGLn36VMSfwpM8UwECtI3Iwo6CnmmhwP4gPxoLqOrrQA4dafUBmAHygGnhj3pAOJAGTUZ9ScUOwXLOwArJur5riT7Pahi2eoFNCZNdX5VvIgG5z1xUtlZGD55Tuc8/Sn2Gni1XL/ADSN1Jq4R9KYIBxRRSE4pDEJp0TbZA2KKO9EldDTs7loc08GoI5Nw9alry5KzseitVccaQe9KKQ1IwIqtOmcHHNWBSOoK80DIozuGM84708JngnNMRcHIqReuc0ARyWyv0Yr9Kga1kGMMau5FB5oAz2a6hORyPbmlW9UnEikVewPSmPFHJ95AaAI4zFJkxv+Rpy+aOAQfrUTWEYOYy0Z/wBk0zZeQdH8xfQ9aALO+T/nnSGV/wDniabDdB/kdSre9OkEjjCnaPWgA82U/wDLE/XNJ5jDrEab5U3aTn3HFGy6Byskf0INAD97sMCI0mJs/wAI+tMC3TAgyIv05p32eRs75d1AA27ODMB7UhXP/LVfxFH2ZR1yTSBEDHHSgBscYjuht6EZqxPOsETOxwFGTUcbKXDBgSKztauD5YhHVzz9KCKtRQg2zFnlM0rSN1Y5qu1SNUTVoeG3d3GNULVK1RNSGRNUZp7VG1IaIFqVaiU1IppFEq1KtRKakWmSyZTUyMVINQA1KtMk2tNnDMwY/N2z2HpV69vobC0aeXJA4VR1dj0Ue5rnopGRgynBFS3Ehu5YXl58n7i9s+v1rohWaVmbRqaali1uZLpJGSVVkOUkmQ5Ifuiey+vciqc3g/T7tfMaWd5mbcJmfcT+dTxBRE0a/IpO75R39a1tMO6yQbgzKSpIGOc/pXRTqKRpGSktCppuh2tiM7dzjuwrZ28YFMIUDkUpkx0U1qMXFKAR1pNx9MUZPrSYDqKbuIpDu5PakA4jA5pAyA9B9aieeOMZdxVObWIIiVX5jj1oBmiXz0pjSBFJZhgVkNq8852wwsc+i0+Owu7vmcmNfTPNAEsurIHIiBbHcUD7VdMCNyJ27Vfhs7eCMIka8d8c1MFGeDQBnrYOw+Zzn61KtioHLGrlNZuwpAR+XHHxtyaZPcR28ZaQ4FMurqO2Qs2C2KzobOXU5PtFyWWAfdXoWpiYxpLnVJSkI2xDqx6VrWljFaRYQZbu3c1MiJDGERAqjsKaZ0U4PFA2iSio/Pi/vYpBNGTjeKAJD0pKTev94UowRnNABS5wMk0EDkHOKTYp9afQB9vhQcdzmp0YNwKrqNpBHQVM4IwyE461wVocrudtCd1Zk2elITk9KajblyTz6VJXObjQKZIwUjPepaawBPNAiJ22jpUIuCrDcOKslAx54/CkaKPb83NADUYOMqwp5UkcsfwqFbeLjY+D9amXCDBYGgYBDj7xo2+5oDbj04pwAPNAABinU0dadQBFLCko+Yc+o601VZQFbkD+I1MSByTimFg3A6UAAag5ak3BQBigAk80APozRTOfWgBxxioI/wDXsuODyKmI4PNRRg+fkHjHSgBWiDPlVANc/q0ivd4Xqg2k1vzzC2hkkbgKOtck7MzFmOWJyTTS1OHGzslEjY1ExqRjUTGrPORG1RtT2qJqQyNqjantUbUikQqakU1EKeKQyYGpVqEGpFNMlk6mpFqFTUqmmJky1KpqBTUymmSSrWpp0u0MMd81lKat2sux8ZwDVwlytMqDtI1ZZwi7sZNJC8kh3PgLUTfOB6Zp0yzSARRYHHJr0EzqJHu4YzhmwagfVbZTjdk1F/Y+8ZmlJPtQNHtwepJ96YDJdaQD5FHXvVZptQvGPlIQhPU8Vqw6ZbxEN5YJHrVsKBwKVwZiJos0jbprk/RavwaXaw4Pl729W5NXccUd6ASGqioMIoA9BT8cUh5pw6UhiAUtFNJ9O9AgZuwqpd3aW0ZOQX9BSXV4LZQBy59KgtLJp3FxcdzkKadgGWllJdSC4uhheqoe9awUADAAApwGBwOKKQCEZprRI3UUYalVcc0gKz2MTnPI/Go301cDa5zV+kJpgZX2K5B+V+Pc04W98o4eNvxq7LOkZGcsf7oqq73efMRTt7JTQDxJejgxLkelWY/M/wCWhH4VQ/tQxcXELIfXFPj1WGU/L/OmM0e1TxcpzWeLsEcD9as2tyHcx4xxmubERfIa0ZJTJdhVyc1KOQKRxkYpRXAdwtFITTSScYH50ABY9KGOFyaQrjmkoEM82Dv2pDNEOgH5VJ5StyVoECDPy0DI1kZz8i4HrUgVsZPFSBQOgoPSgBAMClzRjikxigBDjGWPFN3gDCA8+1KV3dacFA6UAMWPu3Wn0UoAxQAlN2806igCNvlP1pYh8xOMmkblsVIi7QTQBla5cBYlg43NyQfT/wDXXPE1bv5/tF7K+7cobap9hVJjVxVkeLiJ89RsY1RtT2NRMaDIY1RNT2NRMaQxjGoyaexqNqCiBTUi1EKkFIZMKkU1CDUimmImBqVTUANSqaCSdTUqmoFNSqaYiZalXrUCmpQaYjdt4Syo3G3FXFAUcfrWbp04KeWSeK0TlhxXfTfNFHXHa4x2LPtAOPWnbcDORgU7AGfeomwxwDVjHGZe3NJvJ6ZFCovXAzUgxSAaMnnNLS8UlABTu1IBQSFGSRigBCfyqjdXgB8uH5nPpTpZmnfyoh9SKngskgO7ALetAFS2sGLia4+ZuoB7VofdHTinUU7gLk0lHbFFABRQOaQnBoAWo5WJ+ROD3NO3D6VBLcwxAliDikA6OJVbPBJ709mx3qidR3cIOD7UJI7clCR2NO4Nl35ZcggEehqpNpcDndGu1vQU4sy8gkVLHcqSA55Pencm5nHTZVJ2ykegNNimubeQeZGxA9K2vlf0NL2xSl7ysNdx1tN50W9Cc/3W4qbzCPvIwqnKhcEAkHrkVNCDGm9rh2HcMOK86tBRlZHoUp8yHks4wrEZ/wBmo5VuIxvV96jqMYNONwXPyggdqeMlMHnI5rI1FRt0YOKB96kHyIABjHrT155oAcOlHelooAKKQ59KKAFpMUtGOKAExjmjFGKWgAxTcGnUmTQAmKazccU4nHWo+MnvQA6PB3EjvTbycW9pJJ0wOPrUqAYrB1q83yC3R8qvL+/pRa7sY16ihBsyGPNRNTmNRsa0PFGE1Exp7GomNIpDGNRsac1RsaQ0MbrUbGnk1GxpFEIPFPU1Gpp4oGSg1IvWoRUqmgRMDUimoVNSKaZLJ1NSA1CpqRTTETqalBqBTUgNNEmhYyBZdpGd3H0rRxPuPzAD2rFhfbKrehrpAAyAjGCK6aEt0b0ndWE2Fowu4k+tLHGFHUmnrhTilFdJqIeOKShh83FAB9KAF7UtRu6oPmOKrNf2qnmYUAXCSOnWq7xSSkAkKvt1NQ/2pa4/1hJph1aH+AM1AF6KJIhhQc+pqUNWcL6VvuwNz7VIGuX9FosMuUjMBjByahWE/wATnPtQzxQjLyIPqaBEu72pA+azZtat4yRGC7Z4FVvtt/d/LBCUB79BQBsvMkf33VfxqhcatDGSI8u3rUEejTzNuubgg+g5rRt9MtrbBSMFv7zck0AZfm6hev8AJGUXsTxVqPSiSGmfc1afQcUm4ii4yOOzhiGQgP4VNsUDhRTfNwcMDg0oYGgQbQewqGS3B+6KnopBYztkkROGI+lWIZXxhjmpnj3EmmLHimBICM1LbAFCGAO01Bt5qaAkSgVzYiF43N6ErSsT4HIAxRSnGSBTA2WIriO0CCT7U/FGMe9GWHpQAtHek+f2pP3meooAl25FM2kdBxSfvexU0h8/ngflQA8dKTpTAr5O7FOxjrQAUUp+tKFHWgBKKXAoxQBGR60w8sABUj5xxTY1JbJoAZeyfZ7GV84O04rj2JySepOTXQeILkCOOAHluT9BXOsaqK6nl4yd58q6DSaiY805jUbGmcg1jUTGnE1GxoGNY1Exp7Go2NIpDCajJpzUw0hkIqQGohTwaQyUGpFNRA808GmImU1IpqFTUgNMROpqRTUCmpFNBJOpqQGoVNSA0xE6nmtzTJjJCVbqKwVNX9NkKz7c9RWlOVpJlU3aRvjk1BcSOGEad+p9KciEMDk0hLNKRtyPWu9HSOLJAuXboOSaz5L+4uCUtIiT/eI4FWnslkfc7MQf4anSJY1CqAAPSmBmLpM1x813csT/AHUGBViPSLOM/wCpD+7nNXx0qOSQRqWPI9KQEK2UEf3YIl+q0eZDCOWiX2CioJpJpztQYHqaRNHDNulck+xpjFfVrWP/AJaFjVY6w7kLb2zNnuBmtKLTrWL7sKZ9SM1YSMINqBVHoBilcm7MQf2vc/KIzGvqcCnx6E8jbrm4Jz1C9/xrZIxQGx1oGVYdOtbfGyIZ9Tyas+1BPrQMigApc0lFABRx6UUUgEODSFR1pSvOaXtQA0MBR5inuBQUyOTUfkjruH5UAT9qYRzUSkoeM4qYMGHagBPxxToztkU570hAPak60pK6sNOzuXMfNQ8QbkNg0kbB0B796f2rzJKzselF3VyII68Fsj1pwBznJp+KRuRwcUhgckHmmbePvGngVIuNvSgCuN/ZTS/vD2Iqx0ppGaAIgjEZYn6UbPyqTpxSUANwAelP7Cm4p3pQAUmRS1GxwDQBG53NipwAq8DtUUSktuzVbV7v7LaEocMeBQyZyUY8zOe1O5FzfyOv3VOwH1xVFjSsajJq0rHiTlzSchGNRMacTUbGgQ1jUbGlY1GTSGIxqMmnMaiJoKEY1GTTjUZNIZEKeDUYNPBpASg08GogaeDTAlBqVTUINPBoETKalU1ADUgNMlk4NSA1ADUgNMROpqxBIY5VYHBBqoDUimmLqdcrlkB9qeAKzNOuS0IDcgDFaEcyOcA13wfNFM607okJxQOaCOc0hOKoAINV5GDPtHPNOkLsCq8Z7inRQiMDnJpgORcLkjmhnYfdp9IPwyKAIjFK55kx9KTEsR+8WH0qUyIjAFsk09WDdKBjUkVhyfwpxTPWo5IRncpwaaJHTAIyKQiWk5pFlVjinUAJkYo3UZpOtAC5GKbvYHhM08DtQQB6UAMEhJ5THvTiwAyTS8YqF8u2AOB1oAk3g0mN1MCMD0p+CKAEI9ajCEHg1KPcUwhiflFADlc9DT+PSoNrZ561IrUwLFseq1aXpVOHicHseKuDvXBiFaZ3UHeIlLtowc0uawNhNuDTulFFAhM4NITzxSkZNNxigAopcUnTrQMKKXGaT2oAKic8mpGPAqID94M8igCWNQE5rltbuzNesgPypxjPeulvLgW1nJKQOF4zXDO5dizHknJpx3OHGzslERjURNKxqMmqPOEJqMmlJ5qNjSGITUbGlJqNjQUkIxqMnmnE1GTSGITzTCaUmmE0hkY6U4UwGnDpSGSA08VEDUgNMRIDUgNQg1IDTESqakU1CpqQGmImBqRTxUCmpFNAicGpAagU1IDTEbWkBZd8bHHQjmtgWwj+YMa53SZNl+nOM5FdPnNdlB3jY3pvQB060tKCAOahaUKpaRgq+9blkm4dqa8gXlnAHpWZPqu5/LtlLN6ioxaXF2+ZpSF9BRYTZak1Ld8kSknpkimiG6mG4uFz71ct7OGEABQSO5qxsHoPyoGirFaKnO4s3c1KgKnGal24HFJt96QATkU3b64p233pMUARlBnOKcAwGM06jNACYpaQsF5NV5LgHKjP4UATNKFbaOT7UKrZDMeaji2gZB575qTJJ60AEjhVpiy8nahH1p7DPWnY4oAQOf7tLk+lN3AGnA5oANw70hx1pdo600igAJzTTxS0UAIkg3DHHPetJPmUEGsw1etm3IMVzYhaJm+HlaTROBjqaQ9RTscU09RXGdg6iiigBM84oPFAGDQTQA00oIx0oAz3pOmaBjsimEnNLTSSeBQA0nJpyKcimgZYDvVgDaoPpQBz3iW52qlsP4vmJz2rmiauatdG51CZ+cA7QPTFZ5NWtjxq8+ebYE1GxoJqNjQZATUZNKTUZNIaAmoyaUmoyc0igJqMnrSk0wmgYhNMNKTTSaQEYNOBpgNOBpDJBTwajBpQaYiUU8GogaeDQBMpp6moQaeDTETKakBqBTUgNMRODUgNVwakDUCLlpL5VzG/PDdq7AOrIGz1rh1buK39NumeBlLZx0yOldFCVpW7mlN9C9c3yxZWNN7+4qBbG4vTvupCF6hVq1b26g+dLgematecpYhSD7iuw1IIrWC1UBVA9+9PCY6Gmt8xyal6jNArDTn3NN/efwkj8alApO9IZCzzL3zTBdSDqM1Z/AUEA/wj8qAIftn+xSrdKwzg1IY0I6Uw2qN0z+FAB9qjp/2hG71F9iH1/GkNmw+6floAc75zgg06GAAb369aVLdUbqTU56UAMwD2FGwAZpCCeaASO9ADM5bFOzxSlec460hHagBCoJz3NHI6U4jjOcUn40AAcYGTTjg9DUe3mgfLQApGKVRk4pvWnL8poACMVYtcK5AHaoCc0+OTa6/WoqK8WXDSSL3WkIyacetJXmnoBSEnNKaaT2oGKDk0h60A4o6mgQZ46UnNKRgUlACHPrSUvUUmOaBixg5yarave/YbCSQffPyqD6mriDiuV8UXgkuUgU8IMn60t9DGvU5IXRglvfmoy1DGmMas8cQmmE0E0xjQMCajJpS1Rk80igJphNBNNJoAQmmE0pNMNIYE0wmlJppNAxgpwplKKQEgPNOqMGnA0ASA08GogaeDTESg05TUYNOBpgSg1IDUINOBoETg1IDUANPDUxE4atrSFzGxz3rBBrV0WcLdiJ/uvV03aSY4bm7ulmOwdKuJCIoznr3NSIoQfKBioJXaSTaOFHv1r0TdBGpJJqwBgYpiLjBodXY4BxSAfSbTmoTDIoyHOaFuGH3snNAE+w0baFkR+h5p9ADKTPpT9tMPy880AGTTwMd6iMp5wM4ppmbsaALHSomYluKRXyBmncHmgABOaCR0NKCDwabIOOKADvQetIhHepBgjrQAmMgcUhGKfkDjvTGPPPB9KAEHJpSBSH6UmTTAUgYpOBVC91izseJZgX7IpyfyqkNVvb/i1SO3j6mSUbiKT03GbEswjTcxUe7NtH/16aslzIp8iMM2Pl3jap/rVKza1icebc75T96aQE/l6VtQ21nLIJg5lf8Avbzj8ulYVK0UrFU4qUty6Acc4z3xRjPY0zy2T/VuRx0PIo811HzRFvUpz+lcLaueiOxzxzSHniiORJchGDEdR3p2KAEooPtRz3GPxoAaRikpxz0xTCcUBYXPFIBzSjmnge1ACFgqMW4AGc153qE/n300u7cGbII9K7DxHd/ZdLYKSrudoIrgy3WhbnnYyd3ygTTCaQmmk1RyWAmmFqCaYTSGITTCaUmmE0ABNMJpSaYTSGBNNJoJppNIYlNJpSaaaAGg0oNNpRQMeKUGmg0oNAh4NPBqMU4GgCQGng1EDTgaYiUGng1EDTgaYEoNSA1CDTgaBE4NSwymKVXHUHNVgaeDTuB3tvL59sjj+IVNHDtXnqayNAuxLaiJjylboI9a9CnLmimbLVDQDSE4+tPyPWozyasY4fMOaY8QK/d5qUADpS0AUGWRDkfpSi6kjOGTg1bwAeKRow3XmgBsdyj98H0qXII9qrNaoegx6EVGY5kPytke9AF7aPSmmNSOAM1VD3I64p4e4x0oAc0TL8wPT2p0bhuO9OVn6OM0mwZyAQfegB5UZpCBRvA68/SjOeRQAwqoGelC9OBuH5UkrxxKXlZVUd2qo+pEqGhgZlPR24GPX1obSGXiSBxVa4uorVcyuBn1PJrPfUWP3pWY+kY2j8+tQNqEmSYwi+h25P5ms3WiiHOKLkl/M8eY4/KQ9Hm+Ufl1NU3cuGa4u3lPZIvkX/Gq8krSMGdiW9T3pm6sZV29jN1X0JUZIySkESn125P5mhpnZdrMSM5x2qLdSbqycm92ZuTe4/dSpI0ZyjFT7HFQ7qTdUkq6NW31u6g4ZhIvow5/OtS18QW0pCzqYm9eorld1NLUrI3hiKkep3wMF0m5Srj+8DyPxoKyqPkkzjs4zn8a4SK6mgbdFIyH1Bq7B4gvoThmWUd94qeVnZDGL7SOsNw8Y/fQsuP4l+Zf8RUyMkqbkZWX1U5rAtfE0Eny3KGFv7w5FXo57G7kDwSr5h7q200jphWhLqaODnFBUelVN91ERtdZhn7r/KfzFWEn3D542jPcHkfnSubMdjnpTugoDAgEYIPcVX1C5FpYzTt0RSaGS9Fc4zxJqBur8xA/JDwPc96xCaWSUySM7feY5NRE1SPFnJyk2xSaYTQTTCaBATTCaCaaTQAE00mgtTCaQwJppNBNNJoGBNNJozTSaQATSUUhoGNpaaDTqAHA0oNMpwNADgacDTBThQIeDTs1HmnA0ASg04GogacDTESg04GogacDTAlBxTwahDU8NQI2NEuhBfKCwCvwc12aNmvN0cqwI6iu90q4+02MUnfHP1rqw0vsmsH0L2R60g5JoxyfSlGBXUWOFBIHem5xzTerZNAheWNSDpSZFIXHYGgBcc0HA9Kga6hHDTRD/gYqA6vYrlWvbUEHr5gJoAvgg9APxphYE8E/0rObWdPA/wCPtJG9E5qCTXUA+SByPVyBScktwujXwwzyAPQVBLcCAZkaNR23VhTa1dSH5CsQ9FH9aovM0jbnYk+pNYyrroZuouhv/wBso0hSKJpD0BWIgfmaR7q7A3PeW0K/3RHkj9awN59aN2ah13bYn2r7Go11bKwkfzLuUdGl4A/CoJ72a44ZsL6CqW6jdWTnJ7kynJk26k3VFuo3VNyCXdSbqj3Um6gLEu6k3VHupN1ILEm6mlqZupu6gCTdTS1MzSFqBjy1NLUwtxTd1ADy1N3EHIOCOhFMLU0tSGacGuX9uFUTb1H8L81qweMCv+utQfdG/pXKlqaWpWNY1qkdmd5F4l0qZvmZ4WPfGP5VheIde+3MbWBswKeX7sf8K54tTC1Fi5YiclZjiaaTTS1NLUGIpNNJpCaaTQAE00mgmmk0hgTTSaCaaTQMCabmgmkJpABNNJopCaBgTSUUlAFEatp3/QQtf+/y/wCNOGrab/0ELT/v8v8AjXllFZ8xpyHqf9rab/0ELT/v8v8AjS/2tpv/AEELT/v8v+NeV0U+cPZo9W/tfTf+ghaf9/l/xpRq+m/9BG0/7/L/AI15RRRzh7M9Y/tfTP8AoI2n/f8AX/Gl/tjTP+gjaf8Af9f8a8moo5w9metDWdM/6CNp/wB/1/xpw1nTP+gjZ/8Af9f8a8joo5w9mevjWtL/AOglZ/8Af9f8aUa1pf8A0ErP/v8Ar/jXj9FHOHs/M9iGt6V/0E7P/v8Ar/jThrmlf9BOz/7/AK/4143RRzi9l5nsw1zSv+gnZf8Af9f8a6Pw34s0WBXhn1rT41+8u+5QD+dfO1FVGq4u6GqaR9Vjxb4azn/hIdJx/wBfsf8A8VSnxb4azx4h0n/wNj/xr5Torf65LsVyn1UfFvhth/yMOkj63sf/AMVWrBLDPDHNFKksUih0dCCrKRkEEdQRXyBX0foWsW0HhHRYxJK0i2EAKo+0D92vetqWJ52+ZCdkdmT6YxVS81C1tYyJZRkj7q9TXKTazdvnFxIoP8IbOPxqiZGY5JJPqac662iZudtjZn1CzuztmtQE6YXgke5qpIdNXAttNt1A7suaohqcGrF1Z9yHKRaFxt+5HEmOm2MDFNLljknJqAN70u6ocm9yG2ybdS7qh3Uu6gRNuo3VDupd1FwJt1G6od1G6gLEu6jdUW6jdQFiXdSbqj3e9JuouBLupN1RbqN1AEm6mlqZupN1A7D91JuqMtSFqQWHlqQtTN1Nz70DsPLU0tTS1NJpBYcWppNNJppagY4mmlqaWppPvQMcWphNBNNJpAKTTSaQmkJoACaQmkJptAxc000ZppNIBaaaKSgYE0lFJQAUhoNJSA8iooorI6AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvZ9Eb/AIkGnf8AXrF/6CK8Yr2TRT/xIdO/69Y//QRWkDKrsae6nBqh3U7NaGJKGpQ1RBqXNAEu6l3VFml3UxEuaXdUW6jNAEu6l3VFn3oz70AS7qN1RbqXdQFiTdRuqPdSbqAsSbqN1R7qN1AEm6k3VHupN1AEhak3VHuoJoAeWpC1RlqQtSGPLUhamZpCaAHlqaWpu6m5oGOJppNITTc0gHE00mkzSZoAXNNJpM0hagYpNNJzSUmaQBmgmmk0hNAC0lHam0DDNFFJQAUhNGaSkAUlFFAH/9k=", "path": "002152.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002153
Men Tshirts
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XWtxA7DasnyHkcqaqFffNa/hRSPEdv/uv/wCgmtqFWXtEl3Ma1OPI35HmXxG/5KHrP/XVf/Ra1y+TXUfEf/koWs/9dV/9FrXKk816j3PMRcsLRbs3Ek8phtbaFpppQu7AHAUD+8xIArnWkeRizE49M8Cu1v0Sx+FUL9JtV1QknuY4VP6bjXFwW7XdzDaocNPIsQPpuIH9aqxLZ3/gL4X3figx6lqe+10fOVxxJcD/AGfRf9r8vWvoHT9Ns9JsYrLT7aO2toxhY4xgD/E+5qOxij0yzgsk5hgRYlPcBRgfyq5uBGQcj1q0K4HpVadRIhFSuxxUBfmmBRJI4NJuNTTx87h+NQVQBuIpC/FBppAoAjZ2GMYP6UAhuSp/76FDLTAOapIBzleflH4mq0tuZBlQoY9h3qZx9Klsk33KjsvzGgDTVdkSJ6ACp4hURqWM4FZsY6QfLVG4tYbpfLmTIHQ9xV9myKrNw9SwTtqczqGnvp8qnO+Jvut/SqpkJFavjDWLLSNGhe9JAmuEijx1BPU/QViBwQCCCPUcispKzOylPmRHPkrVK5hi1CzfTprlrcv80bowDBl5yM9celXpJUVSWICgZJJxgVn7XF5IpC9VYjAYqMcDpwe5x6ipvYuWujPFvEllNYa7c2lw26VJ23NnO7PIP4g5qnbENdA/7QrrfidY+Rr1leAfLcwYJ/2kOP5EVx1of9JB7bs1a1ZySXKXWOSfrUZP7xfrTj1qNjg59ATWz2MhIT3qzGf3a/Ukfn/9aqsWdpq3n91CP+mY/qf61KGKTSGg9KSmBG7V7BpETJ4E8Nqv/PGYn6mUmvHXySAO/Fe2WgEXhLQo8fdjmA/CQ1O4XtqQmEkcuMewpPJjA6saex3DvkUignPHvTsg52KqKP4QDTiSePamspAyMDPvTwFPOAaZNxmSx6k+5pQrPhQOScCngKR6elXtJjjnkeRCGETFDjs3cfhmk5WQ0ruxeg0qGKzKkbpmX5nPb2HpXFXfhm20DUZPEmlxSJeW4LvbwJnjoWRBwQR95fqcY6ejKpxVK7twxyMhgcgjsaiMrO5q46WINN1SS+0+3uJ7N7KWZAxt5Dkp7f19fXmtNLtVXHSucuZHibEjhT1DtyKw77xvBZ6lFpLJLPdSHgQruK/WpbuzSLsrM757pGwS1QPMhzyK4mfxIFyqbnx3HSqJ8Q3LjMZAFR7WKOyGBrT1UTvTdRRtyB05rh/F2tC7mFpCT5S/fPqfSqUurXkvBmIz6VlTruBzyeuaynV5lZHo4XLpU5c9QzJ1+YnGVPUVSmsyyN5fUcr6g1pupyciotpXkfjUJ2O6pSU00zX8P65AkSx3aMY26OOSv1rtbS6sJFDQ3UTL/vAH8q81t0jaaSPGN/zrjse/+P41M9tIgyGXHvVc1jglgITV9j02XULOygaaW5jAHYOCSfQD1qlDr9ha+ZdTSm4un42RDIRf7oPTHqe5/CvOraF5iJZCAv8AAPT3rXRYRjLZwPWiU3sKjlsZe9J6G5qPiq+vgYoP9Ghbj92cufqe34VmQRKPvdfQVEJVA2oPxqRGxzWep6tKhCkrRRZzkUhoiOV5pGPNBsSxjIq5Z3k1ocL80fdD0/D0qrEOBUw6UnFSVmROKkrM6C2uYrpMocEdVPUVK0Z7c1zas0bB0Yqw6EHBFbNjqSzERzELL0B6Bv8AA1y1KTjqjza2GcdY7Frb9a2vC4x4gt/o/wD6Cay++DWv4ax/b9vgdn/9BNKh/Fj6o8+v/Dl6HlHxI/5KDrP/AF1X/wBFrXJNwa634kD/AIuDrP8A11X/ANFrXKeU8zrFEMySMEUDuScD9a9p7nkI0vF91jSPDGmgnFvp3nsv+1K7Nn8gKyPDKeb4t0WPruvof/QxV7x2BB4xvrNfu2SxWi4/6Zxqv880ngCH7T8QdCj7C6Eh/wCAgt/SrRJ9PSNknnvUC3JibGfkpXY1Vl9ask1VlVxioXGOlUbaU52E89qvK24UxigbqYbdSCOh9aUZBp4agRRdSh2mmmrsqq4wevY1TZCp9fcU7gRtUTcVPsJPShYNxwelO4FVm4pqSsuQrEZ4OO9LMpR2UjoaipjLdvdGCTkkoeo9K2UYMgZSCDzkVznWr2nXPlv5Ln5GPHsamSC5q7uaZJw1Kv36SSsxnH/EfSX1PQIpEs0uzbsxCMxUKxA2tkEdCuD7GuI0W61Gx0OOTXpksVQ+WRP8rDA4VVGS3GMZ55r2YBWjKuoZTwQRkGsnXvDenXVst59kjM0BEgO3vjGfrjvUSjdGlOfKzxu9stV8XXYitUurDSQMNLcHDzep2/yHQd67fStNh020jtYA3loMDcck+5NXREF6CnAbSCazOmxzfj3w9JrHh0ywDNxZEzov95cfMB745/CvFLTmTPbBNfTSkFeRkEYI9q+e9W0WbQNfu7CYcRnMbdnQnKkfhVw3MKq6lY1A5+8f9n+tTHpVZ/4vwFaswHoSI2NWyNpx6AD9KqL9wD1NWmPJ9M0IYbqaTQTimlsDNS2A1ZQlxGxXcFcHaDjPPSvaNNuDdeD9Dm8spuFwNpOcESmvFIhuuI/94V7VoCb/AANoWcgAXHT/AK6mpi7ysNrS5L5mCMjP4Uw9j1x71OYFJ/i+uajIWNvmzWpBGTgHJwc9BTPOPo2RU32YN86ru9RWdrmsWWiaa1xJhpm+WGNhy7/4DuaAKPiHxCmkWGEcfapciFfT/aPsK63wLAYvClgjElihZiepLEkk/nXz7qF5cXd09zPIXlc5LH/PAr0jwR8Sre2todM1f91sG2O5H3SPRh2+tRNNrQuDtuevtgLVabGOarxapBPCssciyRsMq6HII9jVHUNatLSMvPOkajqXOKzNFqQavNFFA7ysFRVLMSeAPWvNjcxXU7XEKrtkXCsF5KHnr71U8ceME1UnT7CUm3P+uk/v+ij29axtJ122trRLadthjGM4JyPwqKkZON0ehl9WjGrapb5nUMdseO9Q28uyZkJ4PIqqmtWMmNs8bEjpuAouJVhmRiSpPGG4rl5ZLdH0SrU5axkjWIz0/OonXtTreQSIOeaewyaSNtyk6fNmmGIHpVtlzmodpBqhNFKeB1xJH95TmnG6lliWMr8jjLsD0HdfrV1seWc89vrWrc6BdwaNBqLLG9mX8hZUBGWHfHpnIB74z3q46ps4q0lGpGN7cxhhy+ABgDsO1WI0JxSrEq9BU6DFQdiQKuOtSrwOlJin0iyeIYFIw+cHtTo+lOIzQBIrYxUgOahUUSXIhYIBlm6D0piZYyBjNCEZz3/lUHmnjP3j+gpwakK2h1WnTNPZIxOWHyn8K6Dw5j+3YOOzf+gmuX0Jg1tKvdXz+Y/+tXVeHhjXIO4w3/oJrjhpiEvNHg4yPKpr1PJPiP8A8lA1n/rqv/otaqeBLRL3x1pEUihkWbzSD32KWH6gVb+I/Hj/AFn/AK6r/wCi1qX4VxCbx5Cx/wCWVvK4/ID+te31PC6HK/EOMx/ETXlPU3bN+YB/rV34Vxeb8R9OP/POOZ/yQj+tJ8Vk8v4latj+Ixv+ca1o/BmAS+PHkP8AyysZW/MqP61fUR7w54qtI/BFWnHWq0ke5TirEVwTkEdRyK0Y3yqsO4rKyQat2cm5WTuORSA0M5pDwajVqkPIGKYCZzTwAR0ptKGxQA7aAOAKYQKUtmmk9aAILiATLxww6GsyRVV8L24P1rUmcrC7DqBWTVIQUKxUgjqDmkz60gNMDo4j5gD9iM0roTVTT5c2q89Plq9Gd1ZS3GQ42qc1ZBEsXlsMqy7T9KjkQFTWS+p3X2loIx9w44FTcZj3EJhuHjPVWINV5BWlqKyecJJBhnGTWe/IrF6HZF3Q23kIbBPFcj8SdD+26ZHqsK/v7MYk9WiJ/oefoTXUZwasuqXNu0Uqh43Uo6nupGCKadncUo3R87N0qvJ0J9W/pXot98MZYZCsGoZB5TzIuo7cg1j3Pw81lADHJayjP98r/MVLxdK9rmHsKm9jl4h80Y981MTWu/hDXoWB/s55AB1idW/kaoT6ZqFr/r7C6j/3oWH9KtVYPZkuEluioTzTGPFPYhTg8H3qNuad7gkPtBm5X2BNe2eHgP8AhBdEBGf+Pjv/ANNTXilmQkjO3pgV7P4ak3eBNEOeSLnp/wBdjSh8YS+EtHO084xj8Ka6EqCT3qRjg4OBnj1pm4jAUdT3NbmZXvb6DTLCW7unEcUK7iT3HYD1NeKeIPEFzrmqG7nARANsUS9ETPT6+prb8e+Izqeof2fbSZs7Y4JB4kk7n6DoPxPeuMbkUAWWYOnNRGoldl9x6GnGQGgCeG8urcFYbmaNfRHIH6UySaaY5llkc/7TE/zqIOB/+qlDZOAKAHjgVHIPmVhTju9qikfCkUAOJNfQPw21638ZeEG0zV4Ybq900rGTKgYyRH7h+owVP0HrXz6pyBXbfCrxHZ+HvGIfUJVhs7mFoJJG+6mSGVj7ZXH40DUmtj3lvh34cuoz5do9q5/jt5CuPwOR+lZN38KJx82n6qrD+7cx4P5r/hXeaZc217As1ncRXEWOHicOPzFacZGMVnKlB7o6aeOxFP4ZHhd/4I8QaaS0lkJkzgPbyBt30Xr+GK524ia3k2TxPDJ/dlQqfyNeqfEZVv8AWdG06SQrbRl7icgkEDB549lP51wr6jqx028e0vN1vbxM5S7K3MbMFLbFLL12gntjHNQ8Mnsz0KWc1F8cbnPyKXjKq2D2Nb+mJcT+Crz7XOoi04oLaKIfKxkcncSeeDnj3rM07UFvbQS6r4et4F8tGaXTbkpIN67kzESwG5eQOKfZ3GkX9iRpniAQRXDg/ZtTQwbnGcDeMp3OOR1qY0pQTW5dXG0sTUhK/LZ9SuikngZqYIRVx9F1e2iEsmnTPCek0GJoz/wJCRVISqTjOD6GuVprc92nWhPWLuOAOaUcnBGDSg5PXNSAbjyKRsSxg4qTBxSRrjrUjYAzQBEzBBk9BzWfDOZHkuG6E4QGmapcECO2Q/vJjj6Duakt4+FCj5VGBQK+pZiB5Zs5NTqe+ajCt3FPUHNBR0Hh083K9fun+ddj4dXGtQfRv/QTXC6HObeeViu4FQD2713PhueKbWINjfNhsqeD0NYKjP20Z20uj5/MKkeacb62PIviT/yUDWf+uq/+i1q98H5I/wDhNLlWb5/sT7ff5lz+lZvxNk2eP9ZA6mVfw/drXO+FtWfRfFmmX6vtCXCLJ7ox2sD7YNet1PB6Gj8Wz/xcrUv9yH/0Wta/wR2nxbqDE8iw4/7+LWT8XUKfEnUfQxwkH1GwD+lWfg1P5XjeRP8AnrZSD8ipqxM+giu8cVRl3RsRVxJMEHtUskK3MR24yasRgs2aks3xdAf3uKbJC6MQykEHFQbmilR+mGBpMDazg1MrZqF/WljamBPTKXOaT1pgGaQ0hNM3UCCVd8TL6isqRTGAGGCa0i9Zt0+6dj6cU0BGeaSkzRn1pgXtPkxvX6Gtm2yRzWBZN++I9RXRW4/d1DQx7issBVnfCgEnJx3NXbqfy1IX7x/SsYXIF4xfOdorOSGibWI1+xxsCCyvz9CKwm+7Wy5aYkyfc6BT396pXGmyBd0Tq4P8J4IrJxZvTmlozJbrU8DcFabJa3IOBby/ghP8qmttPuRIrTDyI+7SDB/AdTSszVyQzUY2bT7RyDkM4yR2z/iDWb869Dz9a6/7NFqUDQEFUVMxkckY6fnzn61y+1c9a8jH0HCpzdzfDVFKNuxGrP6A/UZoLnHK4/MVMF+Xg/pQCQegNcWtjpKklvZ3AxPaxv8A7yBv5iqE3hfw7ck+ZpsIJ7qhQ/pitz5W6p+VCxxnjBFaQqTWzJcYvdHPx/DfQZAzRNcwk/3Jtw/Jga2zo8WgaHpNjDK8scSzMGfAJ3SE9q1beFQgwareIyUg01R08uTn/gdezg5OT1ODFRSjoZJwhzkZ689xXL+NPEi6LpbRW7gX9wu2PHVV7v8A0Hv9K2NQ1SKx0+a5nJ2QKS3qcdv6V4fqupT6pqM15cNmSVs47KOyj2Ar0DiKhPrSZ4puaXOaAExzS0UvQZoATbk+1OKlehqNgTzuI+lCzOpwwyPWgB2T/epjM23g81ZjT7S4SJSzt2xzXQ6ZpMFkBPIFluByOflT6f40AcsFaMlJAVZeCD2pGOGyOKtatj+2LnHQvn8wDVXORQBcsNTvrB99ldz2z9d0EjIf0IrutH+MvjHTHQS36X8S8eXdxBiR/vDDfrXnScGpM4oA9dl+KGg+IbkXGv6LeWl3gD7Tp1zvGB6o+Bj6VbR7HU7YQ+GfFFhPKQ+LLUy1qxDghgf4WPPr6V42hBqTgjB5HvTA9TuLTV/DGjmTUfD1zGYo5BCufPhUmMqFV158vJLYLHHbHNZtz/Z9/o9utvawuyQqsNku4q7xw5C8ncQXduM5Pl4rl9H8V69oDKdM1e8tlXpGkpMf/fByv6VtSeP/AO04TD4g8PaRqas24yLEbaX/AL6jxk/UUXAtR6ENPtZdS0zVbuwkVnlkjs5iAkUcfzkYPIE2VBJIxXvfh/Q4NS8HaR/btvFfXklnG08s6AuzMoJyevfH4V87W934MuC6ifxFoiyR+Q8cbrdxGMsCyfwttJHTnmvozQvHHhTWIooNM1qzdgoCwvJ5cgAGMbWwaTVxqTTumUb34ZaFcc2zXNm3/TOTcv5NmsK4+GOoQljZ3sE644EoMbfpkV6gGB56D1qnqmr2Oj6bPf39xHBawLukkc8Af1J7DvWcqUHujrp5hiKe0vv1PGtR0LVtHhaW/sXjhX70ykMg9yR0/Gsg3cTocN+PasH4g/Ey/wDGd01rAZLTR0b93bhuZfRpPU+i9B7nmuBe5mgRjHNImRg7XIrJ4ZdGehTzqaXvxuegWRGoancXRb90h8tCP7o6n8TWwL20gXAkQAerAfzryOO4uZIhGZ5fK/u7zj8qeluCctwO5NH1fzH/AG20tInqEniHTozhrmEY/wCmgJ/Soj4r0pOtxn/dRif5V50HjjG2IZPrT1jJ+d+tNYePVmcs6rNaRR694a1WDVftT2yyFIiqliuOTk8flXdeE0/4qO3bBAAfHfPyn8q8s+GwIs9Rc8q0qAcdMA/4ivVfCasPEVvySMPz/wABNbRgoqyPMr15VpuctzyX4nf8lE1r/rqv/otaq+BPCTeLfES28m5bG3AlunXg7c8KD6k/oCaufE0f8XD1r/rsv/ota9J+C9gkPg+e8wPMurt8n2QBQP5/nUpXZDeh558bLUQ+M7aZRgTWSf8AjrMv+FZHwsl8r4g2Az/rI5U/NCf6V2nx5swp0W8A5/ewsfyYf1rzvwDcC28e6NITgG42H/gSkf1piPpcGpY5WjII6elQg8e9OUEjOKoRcYwzruOA+KybzyJonjPy8EZHb3qw7mMexrhNYubmbVJLUysI1IGwdCff1qZyshpXO7tpBPaRPkHKDkd6eOKoaIcabHH/AHBtAq+etVFiehIDnpTwCaZH2NWOAM1YiBhiq7NzUk74qozc9aAHlqpyRs0rYHHrVmq9zIVAA70wGOiKvDcjrUBNIST3oC5NNASwEhsiugguj5XI+asWBADWgnQVLAklbOSTnNYUxP8AbtoG/wBUAXZf7xBwP51tuetY144S7jbGT0BqZLQaNOSQSytgAdwPSmyA8dqyzOxvQQ2FEZP15q+t0rALIuMdxUobEbI6HH0qtKeeTVplRuUkH41XaNd2XlUDvitEI0tKbCNKegGBXnZ1SwN1LGt3DuWRhgtjGCfWu3TUIzIkMIxEh3MfXHNeBzeZPcSynq7s/X1Oa8/MKSmkdmDdrnqaTZXKuSPVTkU9Lg4xuB+oryyAzxNmMuh9UYr/ACrSh1fUoePPkPs43V47oNbM9BO56MJQRyAfcGrMcsZI+UiuEg8S3YHzxxP+BU1qW3ieLIMlvIP91g1KNOSeoPY7mMpgcVl+K5lig00lgB5Mpyf9+q1r4l02QANcNH/10QiuP+LE4ll8P3FtOf8Aj2m2vG2P+WvtXrYNrm+RwYpPlOV8d648kcemxuAjHzpAO4/hB/U/lXAk96076Ka6meeSVnlbqWPXHFZUiNGcMMGvROEXdzTh1qLNODUAS0h600NRmgB/8FS2dhNeyEoMRjhnPQf/AF/atLStAnvVWafMVqeQe8n09vet82yw2vkRQqgA+WlcDLggisE/dcseGY9WpzTsASCQD0p8sZiALZ9waz5pBkAk4B7UAZF2SbyU5/iqIGllbMjHryaEGTTAkFIeaQmlHIoAFfBqVZPeoStJhqALO/3o3iq43e9PANAEm4mkJ9efrSDikJoA2tL8XeIdEAGm61fWyA52JMSv/fJyP0qbxH441/xVHbx6vftPHBnYioqKD/eIUDLe9c9nNKFzQA9feorg/IABk5qXoKgmbDofQ0ASRtIq8YFSLG0p5YmnRvDtyykGpFctxEAPrQA5USEZPWgFnbJ4FIsLE5c5qVsAbRQB6B4Ak8rS5Tg/NcHGPotereEGP/CQQDttf/0E15D4PZY9K+8B+9bPHPQf4V6z4Lct4htxnOFfn/gJoA8u+Jgz8RNa/wCuq/8Aota9M+Ddysngd4QRugvJAf8AgQDD+deafEwf8XC1n/rqv/ota3fg3riWGpatY3DkW0lqbrpnDR/e/wDHT+lZp6lvY6P44W9vJ4HjmeRRKl5H5K55YkEMB+HNeAadM9lqFrdA4MMySfkwNdR408VXXjHVftNwTHaxZFtADwi+p9WPc0vgXwfJ4s8RR2u7bZQYmu5D0CZ+6Pdjx+dUSj6Nht2kAYDg8irhjWNDTzdW0KhQwOBjC9KpXWoK4wgNUBWupF2GuM1KDZrpm7SIrD69D/KummYuemKxNXj3PA3cZH8qieqKjoauiy43R++a2GHeuT064MU65PXiuqjcSRg9aIsJIVWK0Pc4FJJwKpNuY4/pWhA95SxpFGaVYG4J4qUR4pgRkHFVLj/WY9q0CMVBNAZHDCgCkFpR1qeS2dF3dR3qNVyadwLEQq4nQVViFW16UgEfpXI+Ldbg0GG2u7mKR7d5xFIyDJjBB+bHcZFddJwpriPHTY0hT3Ey/wBaT2A27SexvLFbiC5SRJU+WRTkEexqOGYOoCPuZflI6ZxXmmlaxNpb4iXdE3Lxdj7j0NdHD4isJH80O8TN95HU9fqKzUkVax1LzHpgg+9QsS/U1XttXguIgySJKnueR/WpTcwjBK7fx4q07gRX10un6NqN45wsNtIxP/ATXiNvrdswUMwBAx84xXb/ABJ8WWkWiS6JaTJJc3RAl2nOxAcnPucAV5CD7VlWhGpuaU6rhsd1b38TkbSpH+w2a04biNjyccZO6vMwccjrVuHUbyDGy4kGOxOR+tcksJfZnRHF23R6akUcg4VT7ipBZx8kKVzXA23ia8hI8xY5B9Np/MVt2njKAqFmSaP6Ycf0rCWGqLodEcTBnSLaEjh8fWqPj1TFpfhpWIJFvc8j/rtT7XxLps4AW6jB9JAU/nVb4hTrJpnhh1ZSGt7nBU5B/fVrhISjU1RlipqVNWfU4l2yKqTIrjDDIp7SA00/MK9I84zJYTGeORUea0GHqKk063046lH/AGkZVtSfmMXUemfb6c0AVrKxutQnEVpC8r99o4HuT0H413Wi+DILMrPqLLcT8ERryiH3/vH9K6KytLK1tIlsIYxbY3Ax87/fPf61I7CMfcTHrSAz78qrEBQoUcYNc5dXLiUhThT6810t2cxbmycDk471zF6oDHAxzxRYDNnlZuMk+uapSkKCx9KnnYKTnNUZnzGRTApH3p6kdKcU3DpUJUqetAFxYgw7U/yfSqsdwVODVxZA68YoAj244xSFc1PjNMZfSnYCPZjmg4ApTk0CMmkBFkmjaTU6xinHCigCALinAYFOODTTwKAEY1Wb55RjoKlkfC021VXZw3BPQ0AW1hD4J6VL9mXqhwfWmqrrx1Ap2XHSgB+WQYY06MZOTUeM/eNTxnv2A60Adz4ZiMemQHI+Ys2CeuSa9P8ABGG8RWzdDtcHP+6a840L5bK2RW6IDwen+c/rXpXgwY8R2wG0Da547/KaoR5l8S/+Shaz/wBdV/8ARa1R8DCSTxO0UZOZLG7Q47gwP/8AWq78S/8AkoOs/wDXZf8A0WtWfhNAsvjcq0Yb/QpxuP8ABkAZ/XH41h1NOh5h5xKLk44FekfCTV7a1vr7T5LpIJ7vYYi5wH25yoPrzmuA1TSbnTNVudPuozFNBIUZWHPB4P0I5qC0Elndw3MbjfDIsi/gc1Yj6oNjeMNyTK/sG61XkW4h4lV1PuKl0qzuLjTre9tLiN4J0EiFZOCCM/StFItRTjYzfRh/jTEYxlx1NZ14XuLpVQZVU5475rqpI711w1sxz/srVGWzuUzuhZfrRYdzn1QitzTLrpG559azZFxcOPepIgVYEcc1FrMb2Oif5lp8ESE5IqvbSiWLn7w4NTKxBrRE2LDRr6VAy4qUMTQVzTEVyvFJtqUpTOhpgIVypB71nha0jVFl2ysPegCWFcirIHHSo7dC3QEmrcSBnwRwOtK4FWUgLXF+OCP7BmkOdsREr4GSFHU4rv51jCkFRiuX1GCOWdoJAGidGVge4PBp2urAeOwX9nOP3M8TE9g2D+R5q0oBOemfSuF1XT20zV7uwf71vM0efUA8H8sU6z1G9tCDBcOAP4W+ZT+BrFxKud/FGzAYWrgjVRhm49zWRbeKLQ6T59wBHMp2sgGcnrwPSsK51+fVbxUH7qAsBtHUj3rN6FxVy14i1GwCGGJI5pehOB8tctZ2sd3fQQtlRLKqkr2BPOKZL0I96ktWKTRuOCvIqugrDXsxvby3+XJxuHaozbyj+HP+6c1cU8Vfs9PMuHnYxx9do+83+FS523BRvsYP3chsjHXPanDpXsvh7xDpWm262MekRiBvvKsYdnPq2ck/jXTx+DvAPiOPzJrCK3nfnNsxhI/Lj9KzjiFJ2sVKm0rnzpnHSum8QE/8IR4QP/TK8/8ASg16fqXwE06ZTJpGtzRE9EuYxIv5rg/pXD/Ebw9c+FdH8N6NeSwyzQW9yS8OdpDT7h156GuqLuZM4En5Qacp5qPPGKAfl+lUIfMAGyDwahP0p5ORz25puKANjQPEEmjyiKUGWyc/NH3Q/wB5f8O9eg+fDcW8dxDKrxOMoy8gjPWvJcVo6RrdxpEpVSz2znLx+h9R6H+dAHoEsgkctyFx0rB1C2IXJ7Vqx3aXFos0Th4nGVINVZAJVIOcjgd6AOQu85JNZUzkEe5rb1FQhctxjPWsFsM25jgdhQBOCNgzUTfN0FAyw46VLGo9KAIBH7U9dyGrGF9qYWQUASxPuHPWpciqgkA6dKkB3Dg07gTZX1FBZQKrsGFM5PFICdpRTN2400ISakVcDmgAPvUTMAOtOdwKrMxP0oAjdtxzVi2Xiqx7VegG0AUAWFjcD5SadiUd805Tin0AQ5kzzT1DOdueTxT6msohLfwLjguCfYDk0AekaPD5cSoybgiheAM4rvvBwK+JbUKcrtkz7Haa4nSSUDsW+Vm3DaeDnr/Su18GkP4ntpAPmKvuI7/Kaok80+JX/JQ9a/66r/6LWue0nV73QdUi1HT5dk8WeoyGB6qR3BrofiSc/ETWh/02X/0WtcfJkK2OuK53ubI7/U/Eh8Z+GNbvbvQtOEmn28YSQIXdWd8b9x5AUZOPevJmhuVPAJHY+tekeKPHklpbw6D4VWOy0yCFUlkjUb7lioLEnHTJP1rzzzZRltpHfkcVaJO7+Ey6/N4o8myNw1kkTG4XcfLXP3c9gc/1r6Ai06/wNzxmvPfgzNeaX4ev476ykt0luFmheRdpkUpg49hgfnXoza2hB2HP0U1SYiRdNnP33RR6jJqnqotLG2YGclwMnLcCoLzWbgDESSSMeykKB+Jrk9a8P3/iKw3XNxLaSxv5sJgYlFcdC+fv/wCcUN9gSLEE63MjyKSVLHBPpV+JcsoHrWNYQzWUgt7kx+btBbYeM+2ea6aygBRZMZJ6VK1KZIuYZA/8J4NXB61G8YK4NMhcjKMeR0pklxSKkHSq4NTr0qhCEZphXBqXBJ4pHUimBCaFgSQgmkPWrEC9DTAsQxrGuFGBTjhATjrSjgVDO4Cn2qQKd5OFU1gTnfc7vRcVau5zJKQD0quqlpAPWrSEeNfFDSWtvFq3KJ8l3brISOm4fKf5CuLdTGpIxxXtfxa0o3GhWmoRrlrSXa5H9xuP0IH514pdNiP8ayloUiAEySxhupFbGhRo2qJkcI4wD9azIUPnjjhQP5Vq6CMamAR0YVzVX7p0Ul7xjXP+tYf7Z/nUsC5z6gUyZS0zHqA7fzq1aQSTPsiUsx/Srb0JW4+MrGcgc+tXbdJpCGZiie/U/Sp4tNjgwzkvJ19hU+1ic5yK5pSubKNi7a3At/uHHHJ7muq0bXkgjAm+Y9h3IrgXuBvKAcg8mrVnPDEwNxOUQnLFVyx9gKzcbalWvoeu2XiAjMsU7A9dqkkVwHxlv5L9vD1zP/rHtpwfwlwKt2vibRkRY1kkjUccxHH6Vh/FS5hu7LwxLbyCSJra4ww/67UYStVnWcZKysTiKUIU01uefo2ckigHg/1poIxQK9U4h3cZoX0/CgUp6mgBOoP5imkU8EA5980FeoH1oAtaXqj6ZIwYF7dz86eh/vD3/nW7Nrdn5AZGZiewrlSODUWGQEryB1FAFnUL1rqXphfSqyQhsE85qSPZKAc/UVOqgcCgCIptXAFR5wKtOmV461EFwcEUAQ7WY08W27rUoAHpSM5XpQAw2uKaEZDT/OY0nzv2oAcTu4pyx55IpyRgCh3VO9AC4CjmoHlB6VG8rMeDTQKAGtzyaa3SnGmkUAR9+avxzIMAqc/SqaDPOM46VaQZHJY/7pwKALQmi7kj6g1Ijow+Vgfoarqq5x5ssbdg3SldXQ5kjWRf7yjmgC1jPStDR1Jv9wH3UPP14rGjIYZilKn0PIrp/DcL4aSQAuR27D1poDtdJUmIFQDn0/lXaeCgD4lt3XgESEj/AICeK47TV2xjDKSwxkjnPf8ApXaeDQo8S2+HOR5gIJ6/Ke1Mk8y+I/8AyUbXP+uyf+i0rkn611nxIJHxJ1zP/PVP/RaVysg5rne5sjf8E+GLDxTrN1Z30s0QS0aWNoCA24Mo6EcjBPFYfizRU8N65PpqXsd2ijiRMblz2dQflYelJaX93pd5HeWVxJb3MJykiHBB/wAK2fFngjX9Lurm9e2e+tHzObuEBgQ3zEsByDz6YqkxM9Q8N/Ebw5r8FhZ3M1zHqkiLH5TRnbvAxhWHGDjiuuUwDAjtbmQ/7hr5MRpgweIMrKQQynBB9Qa9++FF1r17otzf+INUuJ7QyCOzRzl3K/eOeuM4HPcGqTJO1CTP/q9McHsXBrM1m5NpbPJfagbSJVO7y2A2D1JxxXRCK6viAFe3t/TPLU660/Tvsj2txEksbrh4zzke9MDw74f6g15Fq0b3MlzJFd+cssp+Z1bIyfrt/WvXdJcSWUZrGm8LaLpatc6PpiWZKbXMKEK4znknrir2gyfu5Iv7pz+BqVoxvY2WUelVJUIO8dRV7GRUbpmqYiCOTcM5qwj1RdTE5I+7UsUmRQmFjQU55okHy5qKN6mY5WqEVcZOKuQj5aqoMv1q8iEJkCgBWOBWdfy7Yj69KmleRXweKqSjzp0Q8gmkgM5LV35A5NTWtuyyFnXGOxreWFEAwKlEaOPmUHHTNVcDnb+wj1G0ltJYxJFKpR0I4INeFePfBY8PtFc2pc2ryeW8bnJjbtz3BxX0sYEUHCgfSvMfizHH/wAIldzEjcJYlA9Tu/8A11EtUOO54VACyOygszEgAflV/SI3h1RkkG1lIyPSpvDlm9zNhV6DJz2qSaL7N4onjyTgrk9Owrhm90dkFqi0ulp82ECxsxJU8k1HBp6Wc7SRuQrDBU10EsYLHHeqc6xKd8jHpwo6n6VmpN6FuKuVAA4J/hHUnoKquXYnqq9j3P8A9ap5HMpxjCjooHA/xojhaU5PPt6UtgK8MA4O3dn1rLnud11KGwNrFcfSum8rZgBckjgVh6/YJCEuvMAllfayAe3WqjroxMpicZ9K0vF6u3g7wjMFYx+Vdruxxn7QeKwMOpr0RYorr4feHILhA8ciXYKkf9NzXRRVpGNZ+6eUK3rUgbAq9rOjSaXMWXL2rHCSd/ofes5TXUcxNSimCnA0AOxSg/db160lL1x9aAGlcZHpxTOh9u9Snrk9cU0jqKAK7xmKUlDj096sQzhhg8MOopHGYx6iq/8AEP4f7p/oaAL27jioiTmmRzEHa4wwqbg0AMySacoz1FOGAaC6igBQiilLIgqF5GYYXio/KdupNADnuM8AVF8znmpVix2p2z2oAi2UhB64qbHtTSpxQBDjmmSHBAFSvhQSadb2pdxJJ8q9ge9AD4rbcoHQd6tLCiDlAffrUwAA4oJoAiKLtwAMeh6UxleMZiPA/gJyPwqY0zOfrQBCgW6mjMY2S7wrj2J613WlW5jwYhjj1z25Nc1o1hulku2U4HyocdT3rutPgzsUk4xnIqoiZr2kYWNTzj7uCOP/ANVdP4MOfFdphsnEhI68bDzXOoCipyFYggDt/n2re8Euf+EutFBGAsmQD0+Q8UCOK+Ltr9n+I904GBcQxSf+O7T/AOg1xDda9P8Ajla7fEOmXYHEkLxH6qQR/wChV5i1c73NlsQt1xXrvw68bW+pRReG9bI81k8iCY9JkIxsb0bHAPf615GwpEd4nWSNmV1IZWU4II6EUloNk+vaU3h7XL3TpQd9tM0a57rn5T+Iwa1/CvxJ8QeGUitrV4Z7BGLfZ5owcAnJCt1XP86u+KbtfGuixa9HEBq1jGsOpog++nRJwPTs3px2rK8G+FJPFGri2DNFZQgPdTr1Veyr/tHt6cmtEQfRmleJLTXtKjv9Pug8DjDMOqN1KY/vDvV+CzDDzZxweVjPP4n1NUtG0u10+yhhtoEgtYF2wwoOAPU+p7571rg5yTVEjsZGDjHpWFd6ULG6F5aqfKPEiDt7j2rceWOKJpZWVI0GWZjwBXNXuu3F0+y1zBB/fP33/wDiR+v0qZzjHcuEJT2NFJA6gg0/GRWJZ3bpNtckhuhraVsinGSkroUouLsyOWMEHiqLBom9q0zzUUsIkGMUwuQwzDjmrW/I61mtG0L9OKtxtlaaEyaDHm1oqcCsuDiWtHORTERXEe4ZHWqUMbPdDjp1rSDAcGpk2DkAUARFcDmnRtgYolYYxUIbaKAJLiYIh5rnr7w9p3iOzaLVrfz7YSCQKzFRkZ5OPqa0JC15ceRGen3j6CvIPij8QjcSS+G9Fm22cfyXc6H/AFp7oD/dHf1PtSYI47xvcaPB4kurfw23k6WiKjCJjskcfeIPcZ/DisPSnJvUchsHBG7uPX6VQchiB2qSNyjDYSpHQisZw5lZGsJ8srs9K2NKQkXAI5Yj+Qqvc2MTfL8+/wDvA8n61ztl4rvoFCTLHOg7kbW/Mf1rXg8S2FwApLW7Hr5nIz9RXFKlOPQ7I1YSENsscnljgY5I61bEUcS7YwGc9h6epqzFGsil4Ckq95Acrn+tTx2gjUnqepPqai9tyrIpLCVQk9e5I61zPiAiXU7W3z91S7fj/wDqrsHQnO3tXD303m65eycYQ+WD9OP6VpDuRIgEXmvI2OM4Fd4oMfgnw4uP4Lr/ANHmuS0m2MkBkdTtZjjPtXcXoSHwr4fBAAEdzjj/AKbGt6D94xrfCjnLxI57eWGVQ6OMMMdq4C9szZXLJndGT8jeo/xrqdY1VEBiVySR83PSuYubkygrtJHrXWcpXBp4NRlHQBmRgD3IpQ2aAJQadmogacGzQA7POT9KXqc02gmgBy9GHtUGB5pjPRhx7HqKnU/NnpzVefIdGHUHFADmjzH84JUdx1X/AOtTN8sP+2h6NWhDho9/c1G9sy8xAcnJVuhoAgjuUbg8GpwqOMg5qB7QH+Eox/hP9Ki8mSPoSKALwjA6UvSqgmmTHAIpwuwPvKRQBZppNRC4RuhoLgjrQA+o5W28DqelC75HVI1LOxwqqMkn0FeueA/hu1tJHqmtRhrkcxW7ciL3b1b27fWplNRV2VGDk9DymKxaJle5Vgx+6rKR+WetXQox7V9M3Gk2eoWrW19BHcQt1WVQw+vsa8m8afDiTRo5dS0kvNYKMywscvCPXP8AEv6j3rOFVSdmXOk4q6PPcYPHI9P8Ka3qDkHpTyRjjvUIPzFex5+hrYyAmnwxGZ++0dTTY42kYDkDOMgVr2saxLt2ZwQQOufWmkBraahEYVT+7XAPy9P88V0tmEVlDE/N8w9vY/4VhaUAhUNg9SQTwR6V0KRjPCEZxjPT86pkloLnrgqvBPUVv+B3ZvF1njbhkdmx/uH/APVXOPGQAoYY5bafb/P866DwIynxlZnIJZJCMD/ZNSxod8cLUyaRZXQHMN5tz7Mn+K14u/QV9BfFi1+0+DNSIxmB45h+DAH9DXz4/NYPc1jsMPSozTyMUwikM0dA1qbw/rlvqUKiTyiQ8RPEqEYZT7EV6No/xI8K2FwLe20SXTbaeXfNLGqbQx43MF5OPb8q8lakp3FY+uLaWKe3jlgkSSJ1DI6HKsD0IPpUryxwQvNNII4kGWY9AK+ePAnxCufC06Wd4Wn0h2+ZOrQE9WT29V/LmvW9X1SLVbkRW9xHLbRhXHluCHz0bjt6U5VOWIQp80rBfapLqk2eY7RTmKI9W/2m9/QdvrUOagGAalDCuNybd2ehGKirIkXtWpZXO4eWT8w/WsxevWnHOcgkEcgirpycGZ1Kakg8UeL7DwlBay38NzKLl2jQW6BjkDPOSK5g/GrQg2BperNnp+7Tn/x6rXi3S73xK2iwW1ylnNBcuXuiNwRWjIzj64H41it8LtSBdH8Un5VCkCy4YLggY3c9q6lO+xxSg4vUuyfGfQnhZjpOrFQOuxPTP96u40y6S+sILuIERTxrKgbqAwyM/nXm118M7/7DcCTxPNIoiJ2fYwA2FICk7vQkfjXdeDnMngrRHJyTZRf+g1oiWb1v/rTWgORVC2wGZmNX4/mXPaqENYU3JH0qVsDrVeWRV7ikAjPzVG6umZxbwfNI3H0qCe+eeXyLVdzk43elcP47+IEHg+3k0zSpEuNdlH7yTqtsD3Pq3oPxNADPiV46Tw3ZN4e0mfOqXCf6VOp5gQjoP9o/oOe9eHdqhaWa4u5J7iR5ZpGLO7nJYnkkmpG9KhjDCjvRvHQU3pSqvOaQyVTxmnZpg4FLmkBYt7ue0l8y2mkif1Q4roLTxldxAJdQxzr3dfkb/A1zFG7FTKEZblKclsegxeJNMlgZoJWimCM22YY6DPB6E+grho2YwO7cu7Fj7moA2Kkjl2spwDtIOD0rP2SS0NVWv8R20Ef2XTYLcdVQbv6/jk1d8T2d7ceHfDkNsxWMw3O898+dXPweI4XZRNAYmzy6/MB74613heC58LaDLA4dClxhj3/enP45pUYyjNtjrSi4Kx53F4S3NvmkLqP7oxmrH9kw2aZjiVT2Zhk11bBVwAuQOo6YrNu3ZQUGG47jiuo5Tmbu1j8pvNXfu7N3rl7m18liYzuX07iuyvLUuGZidw9u1YNzZsASATimBhhqeDTp4CjH1qDcc4NAE26nBs1CHzTt1AEgPNRSc4HvmlB5prHJH1oAuRqyqAv41Or5GCMH0qup+XOSPpSGXB+81AFlyrKQy5FQ525xIGXsrj+tM+04/wCWZammfcObY/pQApaI8H5T6dvzprRA80nmKePIH6V1XhPwXL4m/fG4jsLMSCLzT8zO3Hyqv49TxQFjkjAjELzknAGM5PtW9oHgbWdfvDDBBJBCjYlmmUqqe2DyT7CvcdC8O6D4VUNpVkJLvGDfXOHl/wCA8YT8BWq17J5nmliz5ySTnNRKVloXGN3qYfhX4c6X4d2TKjXF6F5uJRyD/sjov867WOARjGKdZ3SXFuHUjPQj0NLK+3muSV29TrjZLQCQtV5pQVIOMenrUE11t/irG1HVorWGSWaVY41GWZmwB+NIZ5F8QNAi0PWxJaDbaXQLog/5ZsPvKPbnI/8ArVysMDSsGbIQc8d66Hxd4ot/EWoQR26sba3LYdhjeTjkDsOKy4sNkjgehrthe2pxTtzaAgxKQFGK0oFJCnjGemetUVGSoK/N0znrWjbKNoDEjGOtaEM2NLj3SMc8gcjOOa6KAkKDzxwjAYAGKw9NjVTkn5gOCOlbRJ2BBli3oPzxRcQ55OmV685I7dv8+9dB4Ey/i6zbAwFlHH+4f8a549gTkknB6jPb/JroPAYx4ttMMCAkg9c/Iaks7rxTZJqOj6rZyfcmgdSc4x8uc/pXy8WyOufevrG8QSzyxt0fKn8RivlCaEwXM0DdYpGQ/gSP6Vi9y47ERNJTiMU360hjGFMNPPemYoAY1S2GpXek3i3VjM0My8ZHRh6Edx7VGahYY5pAtD13w14/sdY2Wt/ss748DJxHIf8AZPY+xrsO9fNpGRXZeEPG1/p9/a6fez+dp8kix7pTloQTjIPoM9DWcqXY6IVukj2IMRUm+knt5bZ9sq49COQfoah3EVlaxve5Njc1XILhowEdVlTGAH6gex7VTjcVODmmm1sKUU1ZmKb3X/NlS18Myy4Y4d76MJ/jj8K2PCVhd6Z4R0yyvYxHcwxbHQNkKdx4zUqSGNt6vt964fS/isDqs9pqcZkt/PZYZ0UBgu7AyOh/Q/WuqnUucdSnynqEQ6A1fWQKgArKFzGvIcMfaq11fXDjbDtQHuTzWjqRRKpyZo3mpRwcFst2ArM23OoksT5cC8sxOAB71WiEFssk90stxtUttTq3tXifjf4lav4nll02KN9L01DtNqvDvj/nof8A2Xp9aamnsTKDjudV4z+KcGnpLpHhNw83KTaj1A9RH6n/AGunpmvHdzvKzTOXd2LFmOSSepJpVAQYAokXKZHWk2SIg+Ymnk0yNsjnr/OlPNIYvU1IBimoOM048mgB1ITgZprOEGTUOWkOTwvYUASeYWPHSl345NMJC/WkU5PrQBKCTyaetRjPU0u8dBzQBLuNeqaU3/Fv/D2OuLrB/wC25ryjORXqelyhPAHhxf4mF1j2/fmmhMY4LAdSD23cn8agcZwCu3PB4qwQMkYw/Y9M/hUZB6dSvfrV2EZ81vGWKtGQexJrPntS+WCBu3XpW1Jbbo+U4H8XpTZbIsvc45osByN3pwZT8vHsOaxLrS3XJQEivQZ7PCksCFznPUis24s2IJxgng85waLAeeurxnDKRQH4rq7vS9+7I59+9Yk2jSAlo/8A9VFhXKG+kLd6dJaXEZ+aM49qtaRpN5repxafZQl55D+CjuT6AUnoNajA3yA9fxpobJ+VM173pPwj8N2dgg1BXvbjGWd5GUZ9lBGBV2P4d+Elb93o8T/7zuw/nWTqpGyos+eh5nooFW7OzvL6QR2ltLcOe0SF/wCVfRsHhDQLfBh0awXHfyFJ/WtSGxhhXbDEka+iKFH6VPt12GqHdnj/AIZ+Ft1duLjXV+zw9rdCN7f7xH3R7Dn6V6rFoVra6UtlZW8UMSAbI1T5QQcg+/NaqQqgwealU7c8VlKUpbmqgo7HMSyHLShWALEMGHKt7/XrUJmLEBRkngAV0k1pFMxlwC2CCj5KMD1yPX360/RUtYImkNpElwGKkqSRx6ZJNUoufUiUlEz9MtbyzLXFxG0cTjABPU9uPzp13fqMgHNU/HPjTT/D9igvJGM0rfuoIxlmx/Ic9TXhPiPx1quub4lkNpaHjyojyw/2m6n+VU6V2JVUldnomvfEHT7Kf7Lasby6LbdkR+VT7t049BWDK93rZMl3IpUH5VA4H0H9a5Pw5YGRhKwwXwAMdBXfQQ7AAq4Tpn1P1rWMFEylNyOeuvCUM+XTKyf3lxx9fWsS40u70tsyIXjH8af1HUV6REnzbW4BHBB47VBNbwyb4yVJYFgDz+VWQcBaqLlhjHI69q17eIKRzyP51cn8MvE7XFlhHYYKkZVv/r1TslngnMV6hR26ZGQR7VQjcsoVKfMQMdgetaUKkhi2W2jaG6VRgH2eMjGQedo9a0JPktgCqlj1OcD64/OkwRGCnQAAD36V0/gQ58WWZwQNsmOP9k1yxVUiwB1PBPeus8EDHiqyB67JCOf9g1JR6Hd5F3IR2P8ASvmfxnbfZPHOtQBQii6ZlAHZsN/Wvpm7/wCPqT6/0rwD4rW32fx7JKBxcW0Un4gFT/Ks2UtDizTD1p5FNNSUMI4ppp5qM9aAGkVGwqU1G3WkBXYc00jII7kYqVhzUZpgfT/hLVLTxB4TsLiKVbjEKRThuqyKoDBvfIz+tTXeksnzQZYd1PUfT1r5w8PeJdS8Makt7p07KcjzISTsmX+6w/r2r6c0fVINb0az1O2z5N1EJFB6jPUH6HI/CqcYzQRnKOxgqu01OjYrXvbJZcuoAf19ayTZx3BaCeMsrcMp6H61zum07HUqsWrmTrlxdT+HbxtKjNxPIjRwmL5st36e2a8U0mykuvFVpZTRPETcqJI3BBUA5wc/SvpPYsYWKNQAOAFHCj8Olcz4j0uJdQsdUiSFZRm2LFfnwxBGD+BB9jV/BFmSaqSSNlW3HPHPpTiuapxS1YEqnvWKOlqxHPAzoQpyfT1ri/EXhfS9fYrcD7NqKLhZlGGPsw/iH+Qa7pZcvtGDxmqOuaLZ6zYGC6Q552SIdrxn1B/yDVR0YNJrVHz5q+g6hocwS+h2qxIjkU5V8eh/oapx280oPlwyOB1KqSBXfL4XuNG15P7ScXNqTlJccSD0OeQfatf4hLBJ4VsJtNQQx282ydIvlVtw4JA9x+tdcdUedP3ZWPK/7PkZgWliiwert0/AZNJNbpDgpOsvrhSMfn1qeUFQrdnGRUD/ADKR7VVhXIvamvIqDk0wygLmodwOWbk9hUjJFVpTubgdhTi5J2xrn3qLczduPQ07LEYLYHoooAcFCnLHml3nOEXNNCqOikn3p439higBQjHljThtUdaTaTyzUZjXvQA7fxXqmlBm8BeG8DOFuj/5HPWvKfMUdBXruhYb4feHi4wMXXP/AG3NVHcTGmEnBKrknHHU0qrgrkDOcnHUVN8g6McE+lSH5jvUbg3+ee9WIrqhRRhfmPHPJ49KiuCVfexO4HaxPP8AWrLxyyZJGFDfMckZpYrIEkgM3OCWNAGa4JbPUFsDbjAqM6e7ZyF2jjI/zzW55KRFUCk4PATtn3p0gYKWHGB1Xn9TRcRzp0pSwLMc8njiopNOh37kjGccHk54963HQ7ioAcsd2ce1Qy20hJDMoPQjHAH+FFwMWw8MtrGpw2FrbmWeQ9M8BQOWP0H9K9B8J+ELXw3DcyFf9KdsSOy4KqOi+3rVHwdNc6fq0ktq0RDLtkSQZ3LnOAeo9eK6zUb641C+xsWKMAb9pBLe2ayqNNWNaad7jFlNwwPIjz+YrRWdCqqqgYHaqLfIgSMDdj8qmiCW8OZG/E1zM6i2yBRnimeYvQGmR+ZKNzAqD0B60SMiD3pWGTBqk3Koy1VBcxxrlmArmPEfjjT9JtXJlV5P4IlOWc+gFNK5LdjT1fxHp9hPBbTXcMMs7hIldgCxP+etb+l6bKtsPNYF2O4hDkDPvXyrePc6leTXt5K0s8rFmZjnHt9B0rv/AAz8X9V8N6PJp97af2l5agWsrybSvs56kfrXTCCRyzm5G/8AE34VQyWt54h0mbyriJDNdQSyZR1HJKMT8p/2ScHtjv4lbwtdTRxoMsx5/wAa6DxL458Q+K9yanft9m3ZW1iGyIf8BHX8c1F4bsRJLJcMBhfkUevrVkHXaRaxwxjKg565rcSMIoGFyOmSce9VLeIIigDaByFI4NX0QbdpyQcrjPJpAN8x3VlhBQdy/IIqSO14z1Ht1zU0NrsG4qBkY+X0q0xUbhgYPGecfie9UtBDYoQAFxkjnae1R3FrZzxPHNEJVbjAXkH68Y/OlD7wQFyCcZK8H8P8aRuASW+bHc8DHpSCxi3ljcWwMkO+aFWHyAbynqT/AHse1Wp7iJ4YzEyOrDAIB4q9IxEaNlhnOMGs9reNpHmUFSWzkevvQ2NBHgTLHswV+Zj3/wDrV1PgbJ8X2xJ6JJj/AL5NcqjyRuzSDcW7qvT6iul8BOjeLrMocgrJz/wA1Iz0u5/4+ZPrXi3xotimq6PdgcPDJET9GB/9mrzpvjH49diza9knv9kg/wDiKyda8e+JvEMUMeq6l9oWFi8YMEa7SRg/dUelS4XY7mgaaetc1/a99/z3/wDHF/woOrXp/wCW3/ji/wCFLkY+ZHSUw1zv9q3v/PYf98L/AIUf2peE/wCu9vuL/hRyMOY36aRWD/ad5/z2/wDHB/hSf2jd4x5v/jo/wo5GHMjaYVCRmsr+0Lr/AJ6/+Oj/AApPttwf+Wn/AI6KORhzI1K99+Duu2194WXR96pd2DEFXYDejMWDD8yD/wDXr5t+2XH/AD0/QUq31wrbhJyP9kVSi0DkfaN7PaWMDTXd7awRqOWllVR+pry3XPi1pVpr1tFYRteWSEi7lRcbh22E9SDz6GvAW1C6Y5aXP1Uf4Uhvrhhgyf8Ajop2Yrn1fpni/wANalCs9pqsTGRggRlKuWxnbg98dhVHULg6jqMbsoW0gO6ND1LdNx/oO1fLq3c6urrIVZTlSAAQa6L/AIWP4swB/axOO5giJ/PbWc6cpI1p1FB6n0IJY8fLvz9KkEgIwa+eR8SfFo6at/5LRf8AxNH/AAsrxb/0Fv8AyWi/+JrP2MjZYmB9DIWySlVr64u4oWkiAYLywJ5x7V4GvxL8Xr93V8f9u0X/AMTXt3h++m1Hw7p1zcNvmltYmlbgbmKgk4HA5qZwcVqa0qsZvQntb611O1G7y5I36g4NVr7QrW40i9sk3GO4QBVJ+6QcjB+tcr4k0TVNE1B9Z0Wci1c7poWGUQ9zjsD6irX/AAkV5a29vJfQmJJRnzFyycY69169xiqipxXNHVEz9lOXLLRnn+qxW9vczwxpGrJKUVUzwMnPU/T9az7a1lu5/KhCl9rPhnCjCgk8kgdB0716brWnaZ4mtDIqrHqRXMc6D7+Ogb1Hv1FeXKyRyfvkUgcENzitoTU1c5alF03qZcjbZGXtnimA1pxab9vuj5cqopOBu6mtdPBF7JHviIlHbBxmnsZnMq+O1PEjj+EVqXnhm/tDiSCROM8isqS1ni+8jY9qAHh37UvzMclqrbmHUmniQ45JoAn2epNOCLjhfzqIMf71OFAEgB7YFeuaICfh/wCGwMZIu8kdQPPNeP8A1r2fwxCZfh/4e2joLrn0/fmqW4mOCb1B2DAwfmPNW4oCUYbVVTweOP8A69WIolHQb2x1B/z70+NcJtOSDyMDHFVcRD5Kkfd346HsPpTjGrKCyYbGAD3qVstH97aeuB25ppTDEM+0ZyP/ANX+NICu0Y2nGQCOAo4HNM3ZOVGV7c9D71YlTAC9UPcmq0yFOSQMkj5j7dcUAMfaG2lwxP8AD6VXdHDHcSGXtjtUjhlB8kAMR2Hf/CoZSww+cMoz7igC7pjpDKuxdrH5t3citq11e38glpF81W2kE965ITurgxqFUHOAelULje1/JINwVkwVz1P+ePxrKUbs2hOyPThMkMfmMwI6ls9antWSdRcu4bj5RngCvBtd8XalZMdNidjtRWDk8j/PFMbx/rMlqIrcC3kI+d87h9QO1T7Nle1R654p8f6T4aXy5XaW7YfLBFy31PoK86ufivrF7JmDT4YU7b5Cf6VxBVpp3nmdpZnOXkc5LGp1XArRU11M3UkzW1DxRrmqgrPfNHGeDHB8gP1PWslYlXnGWPUnk0+m5OapJIhtvcUnioZORT2aoHamIh2EvhRlicAeprvtI00RQwwsjbVXBOMFj3rmPD1m13qavg7YfnJxnnoB+f8AKvRrO0JUndhe+SAAR3zQgLaISgCYHo2cYPtUscIRlaTl1P3U6il5jUhN/bJxg/ke1SDDMWXCkHOP6/zoAcu9owAwCHnGMj/6/wCPHtRgBtwO49G/+uabJJnGM/n3oPQgKCDzjGaAEcnHlhlA77R0pjtu+6vQ7gRzSuFDAEsRuzgHioN5IyGOT3NADWby1CofxPNLDjZlhjHOKjJ3ydS3Oef6VIz4BwCT3qbjsB5HPQDsK3fBCKPGlmxwHKSd/wDYNYMcbupkZhHGODI3Qf4mtLwRrVq/xCsNPtgWLpKXkbljhCefT6Vk6q5lFamipuzbPm6iiitzIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6Z8M+F9Ul8K6JeWce2ZtPgYZddsimMYDDP69RRRWdSKa1NaU3F6HQ22jatIgL2W3PDIZEOPXvg1hav8PNTnjJ0uSaxmJO3a6MpJOT1ORn1zRRUR02NZu71PO0+G3xJgMvk2UgRyQSL2Ibh9N/FUV+EHjsvltHGP+vuH/wCLoorRJGDk3uX9P+FXji1vIZV0dCVOQHuYSD9fmrpI/BnjS3JK6L5LnvHdxYH4bqKKdkSakGleO412SaHbXKdxLNFz/wCPViav4A8Uai7NH4YhgkP9y7ix/wChUUU7IDmp/g/41kJZdFX/AMCof/i6rH4O+OhyNFX/AMC4f/i6KKkLjl+DvjjGf7GAPp9rh/8Ai6cPg945H/MHX/wKh/8Ai6KKAuO/4VB45/6Ay/8AgVD/APF16x4W8Da1D4J0mwuoobe7tjOJI5JA2N0pYcrkHg+tFFUhGt/wg+phtwltyc5yXP8AhSf8IRqu4HzLUfRz/hRRTAX/AIQjVByJLYnv855/Smt4G1X+KW2OeuHP/wATRRQBF/whGsnIM1ntHT524/8AHaY3gDVmB3SWZ9jIxz9floooAiPw71cksZLTdjtIR/7LUZ+HWsncBNZgnjHmN0+u2iigCJ/hrrjuSJrIKf8Apo2f/QarS/C/X2GVmsc+nmsPpztoooA5K8+BPi+9vprqS50ndIxbHnvwOw+5SJ8BfFa/8vOlf9/3/wDiKKKAJl+BXioDH2jSv+/z/wDxFP8A+FGeKf8An50v/v8AP/8AEUUUAIfgb4q/5+dL/wC/z/8AxFNPwL8V/wDPzpf/AH/f/wCIoooAafgT4sP/AC86V/3/AH/+IqI/AXxaf+XrSv8Av+//AMRRRQB02g/B/V9KsfLlmsTcOd0myRsH0GdvYfzrcj+H+rqVZpLPIPQSNjP/AHz+tFFAE58Baswx5tqP+Bn/AApi/D/WMfNPa/RZD+vy80UUAIPAWrbsmSzP/bRv/iaQ+ANZ2gLLZ5zk5dv04oooAa3w+1vOVlsgfUSNx/47UX/CudaH/LxafjIx/wDZaKKQCr8ONZVtxms8+okb/wCJpV+HerKpYvZuw+7GZWC/iduTRRUTimilJoytT+Gni/UfkN3p8cXTCzMOPQfJxU/gb4X654Z8XW2qXc9lLaxLICI5GL5ZSBgFR3PrRRShBLYpzb3P/9k=", "path": "002153.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002154
Men Tshirts
{ "bytes": 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", "path": "002154.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002155
Men Tshirts
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", "path": "002155.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002156
Men Tshirts
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", "path": "002156.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002157
Men Tshirts
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", "path": "002157.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002158
Men Tshirts
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"path": "002158.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002159
Men Tshirts
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", "path": "002159.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002160
Men Tshirts
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", "path": "002160.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002161
Men Tshirts
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", "path": "002161.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002162
Men Tshirts
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", "path": "002162.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002163
Men Tshirts
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", "path": "002163.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002164
Men Tshirts
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", "path": "002164.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002165
Men Tshirts
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", "path": "002165.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002166
Men Tshirts
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", "path": "002166.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002167
Men Tshirts
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", "path": "002167.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002168
Men Tshirts
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", "path": "002168.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002169
Men Tshirts
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"path": "002169.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002170
Men Tshirts
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bX7a3zxFCOPQk15E5O45+tMBNxPB6j+VV2yw2D1qRjhwajb7xx3OaYDlqSmKPepKQDTTacaaaAG0lLSUAB6VC2fr2qbHFRgZbnpQAuGGBjpS5Bpc80YzQAuKBSUtABilozRmgApKU008c+lABnlacp+bPpmoTw4X3p6HOT6UwPV/glqv2PxQ9kW/d3UZXnuRyP5V9EV8meArk2fizSpAcfv1B/E4r6ypMBaKKKQCV5Z8ZdTMGmWWng/6xjIw9QOP516ma8H+Md0X8UrDuyIoVwPrzVwWomeZTHdyOuagJDce3FPlJBP51ATgkflW5A3OYvxpwHIFNTkMP9qlZiDsH3j39KBjjUZp4XApGoER5opcUlAwpKWigCIjLNnkAc0iLhAe5pwUkEerfpT8dqSAatPoxRQAUmKWjPNMAoFHelFACGlJwv1pDyDSFvlBpATA/MAO9e7/BTVvNsr7TGb/VlZUX0B4P9K8ETJPuT+lenfB68aDxmkQPyzRMpH5GpkroaPoeo5v9RJ/un+VPpk3+ok/3T/KsCiSiiigAooooAKKKKACiiigAooooAKQ9KWg0AfO/xkfd40nXrthT/wBBFeYSNwG/OvRfivKX8c3vttX/AMdFec5+dlPSmAwnOR+VRByDzTmHO3PTpULtyCetAFlTngfjUnaordg0ZPcdakNIANNNLmkJpgNNJSmmmgBTwKb2oHLU480ANFOFJ0pwoAKSlNJQAUUUGgAzxSHkYopkj7UI9aAEBDOzenSnLztA7nmooxux2FSp1ZvXgUAbnhyURa3Zyc4W4jIP/Aq+wIm3RI3qoNfGenyeVdQsP4XDfrX2NYN5mn2z/wB6JD+goYFqiiikAjdK+d/itNv8bXYPO1VH6V9EHpXzT8R5BN441QZ5Em38q0p7iZxMp6+3Wq78Yx0qeU5bd26GqzcfL6dPcVqyRY5PmI/Gnx8jce/8qptkMDntVqB8r16CkmDJjTDT855pCKoREaKcaTFAxtIxwPel701wS49BQAfwgEUopT1pAOaQDu1JTgKQigBKMUtFABRS0AUwEb5V3elRtgOq54xk064cKmPU1XVi/B/GpbHYsxHc278B9K734XSY8c6Yf7zsB+VcEnAA7muw+H03k+NtKYHAEoX8waHsB9SjrTJv9RJ/un+VP/xpk3+ok/3T/KucokooooAKKKKACiiigAooooAKKKKACiimu21Gb0GaAPmD4jz+f401Rs9Jiv5cVxMvDhvwNdF4muPtWv6hOed9w5H/AH0a56VSUI/EU0BC/T3qtL0qwW3DnqOKrTHg0wHWucMcDrVsmq1oMRfU1PmpAM0hNJmgnimAUhpwpp60AC9aGpyikYUANpwpDQKAHHpTc0p+7TaAFozSUhoAXvntVN3Lyn0FWiSFOPSqideaALC/d4qZVwKijHIz0FTDrigCaFsFm9MV9g+GpvP8M6bL/et0/lXx5Fwp96+sfh9cC58C6S4OcQ7T+BoYHUUUUUgENfK3i+58/wAValN6zt/OvqS4kEVvJIxwqoSfyr5K1OY3F9PK3WSRmP51pS6kyM6UYdh2IzVVuVB/iWrUh+63foarSn5sithFOU55HXvUtox25JBqGfBzjrUtoNsQzWa3B7FwGlJ4qMHIzSg5rQAopTxTCaAEPWiilpAJSHtTsUmKAH0YpAeKdTAbRijNA96AEzTmIVSx9KaWw2KgunHkNzzmk3oNEMsm+QbefapIVH/AR3qsg568d6tx/drOOrGydfvfTmt/wjN5PiSwlPQXC/zrn06E+taeky+ReW8g/hlVv1qxH2Fn8qZN/qJP90/yqKzk8+yt5f78St+YqWb/AFEn+6f5VzlElFFFABRRRQAUUUUAFFFFABRRRQAVT1S4FppV1cHpHEzfpVysDxrL5HgzV5M4ItmxQB8rXcrSSuzdWJP1zVNuePyqaY8/Sq7d6YFeQbW3Dp3FVpW4zVqQ+tUpht4/WgCxa8wCpjUduMRAVLSAQL3NI3Jp2cUgFACgcU3HNPPakI70wAUh60opDQA2kFKaTvTAeOlRng08dKawyKQBmkNIDSmgBj8Kaqpy2KsSAleOvpUABVyDx7elAFpOlSioo+mKmGKAHxkZHtX0t8HLwXPgWOEnL28zJ+HBFfM6nBzXu/wIvA1nqtmTyHSQD880AeyUUUUgMTxXd/YvCupTg4ZYGA+pFfK85zIfcmvoj4sXrWngqWNBzPIqZ9Oa+dHOSePoa2prQlkTAEHPeqTHbkEn61cZuKpykd6tiRSuPUdatW4/dJ9Kpz9x+tWrZv3K8VEdxlgZpQOeKTPtTu2a0ENc5IpccUgGTzTiaAG0UpNJQAZxQelBpCKAAHnFP6CmA0+gBrUgNObGKjzQAr9A1VLs5QetXMZQ1TuOhqJbDREmMgfnVlT0HeqkZwuT3q3F2J61MRssAcAVbhO1l9qqL1+lWIz81aIk+tPCl19s8K6XPn71ug/EDH9K1pv9TJ/un+VcT8KLp7rwJahv+WMjoPpnP9a7ab/Uyf7p/lXO9y0SUUUUgCiiigAooooAKKKKACiiigArlviKCfAWrgHB8k811NYni3TpNW8LahZROEeWIhWPQGgD5JlJzxyPWq7MOa7O9+HPiNS0kVtHMv8AsScn8K5q+0HWNPJ+16ZdRAdymR+lJSTKcWjLc1Vk7DqM1ZcFThgwPuCKqt80iAdzVXJLkYwAKcetIo+anEUgE604UmKWgBAKDQKXFMA6Cmk04000AJSGlpKYADxQaQUtICM8GlB4obkU0HFAEkI3XVuvHMi9frV3xZpU2i+Kb+xmTaySZHoVPIP5EVno22WNjzhw31wRXpnxusV/tLRtXRTtvLBNz44JA/wxSYHmcfTNSZqFSBnn/wDVU8UcszhIopJGPZUJNFwFH+RXsXwGkA1rU0zyYAcZ9684s/BniC9wU02VEPO6X5RivW/hJ4WutC1ue4vp4/Ne3KrEnQcjv3pcyK5WeyjpQaUdKSmSef8Axe/5FBM9PPXJr56mAVsZ/D0r6t8S2dvf6JNb3USyxPgFW+teS6n8K7O5DNp169s56RyjepP16iqjWjH3ZD9m5K6PImyc1WlGRXXap4C8Q6VuLWRuIh/y0gO4flXK3EMsLlJYpI2HVWUg1spKWzI5WjMlycc/hjmrdsAY8c8VpeFbZbvxXaI6FkAkdgPRUP8A9aqMXzEt/eO786iO42SgClYjpSCl4zmtCRuRS0EA0lMAIopcUUAFJSmk7UANHWn5pgODS5zQApNRnrTjTTQA9eRTVsbm+leK1haWRULkL/dAyT+ApV6V3PwhjWX4i26OoZHglRlI4IK8iolsNHmkfJB7elW4+ea3vHmgL4c8Z3+nwxlIBJvhU/3DyKwUYetRAbLC/j+FTR9c1Y07SNS1NlWyspps9whA/Ou60b4YTfLLq86xjOfIj5P4tVupGK1BQcj0j4NyO/g11I+Rblth9RgV6FL/AKh/90/yrn/B9vBZ6KLS2jEccTkAD+ddBN/qJP8AdP8AKsHLm1KceV2JKKKKBBRRRQAUUUUAFFFFABRRRQAlVdQOLCc/7Bq1WZrsvl6a65wXO2pk7IqKu0cwgHljjHsKY8hAIJyuOhqX+D2xVG4lC5NciOxmbqNtaTQkvaW7nHUxKf5ivIvF8VqZ4o4IYo5kcu2xccdK9Wu7tGtmIb1Brym+CXV5q9weRFBhPqXWtoXMqi0OZ6N7U+mnrSkE1ucwuKaetPA4pmDTAKcKbTgfWgBDTTSsaZmgBaSlNJQAlFIaWgBDUZ61JRxQBE3f2r6N1ayi8S/BfSrt41kktreN1J5wFAVv0FfOR53V9SfDJBqfwksbaQAh4pYjn/eYVLGtzhvDuj6MIkf+zbYt6tGGP6110cNvBgxQRRnHWNAuPyrkdIdrWeS2f70LlD9Qa6ZJww5rnbZ1KKL2N4yeTn0qfSJPs+tW7ZGGJQn61WRsoMGmu/lyJIOCrAj86SepTV1Y9JoqOCQSwRyZ+8oNSGuk4jM1t8WQTuzAYrCJwMgVpa3NvuYogeEBJ+tZjsFFc1R3kddLSBGz4UYJ69jisDXUgmgbz4opMf30DfzFalxcKg56ZrnteuVW2c54oi2mNxTOe0HS4o77xFrFvBEkFrpjx8KPldz1H4CvKoeFT/dFe4abClr8G/EN6Th7ktk+wwAK8QHGD7V20tjjqbjj+lIMdhS+5o71sQLSUfjS496YC0EYoAx1oJoAbzRQaBQA09aBQ1IKAFNIaXFIRQAIetegfBtc/Ee1PpBLn/vmvPhwTXoXwZ/5KHbf9cJP5VEtho9G+L3hu01Cys9Ve3V5YXEbtjkqen64rA8PaFo0MSsmnW5f+86hv516z4j09dU0G7tWAJaMlf8AeHIrybRrhoR5b8FPlP4VxzbR0U0mdfEQibEAReyqMD8hUhUEf54rPguQ2CK0FbK5rFts2Ssa3hqTbPPCejAEV0c3+ok/3T/KuP0ebytXiOeH+Wuwm/1En+6f5VvTehhVXvElFFFaGQUUUUAFFFFABRRRQAUUUUAIe1c94jlO6CIe7GuhNctrx3aiq/3UArOo/dNKSvIzJDhfoOKxbiXM+0nqOlbE3C1zmoEpMGHY1gjqZkEn+yrhs45IrgxZTLpWvXRz5aJGh+rOMfyNd7NPFa6LcyykBEycetcuJzP8ONcuMY829gVvbhyK1p7mVV6HC96UUjdaUVscwp4pnenNTB1pgOGKDSUZoARulMpxNNoAWikooAQ0UUhoAWmmndqaaAGkcN9K+o/g02fhpYezyD/x818vAfIx9q+oPgwuPhrYZ7vIf/HzSGcj4oRLHxxepjaJHD/nVmFyjMCcjAINR+P+fH0644MMZ/QVHbbnCjOeOtcs9zrg/dOgtWLIKdOMoabaqRGBUko+WkUjt9CkMui2zf7OPyNaRFY/hk50SL2JH61rscA/SulbHHJe8zlruTzb+Zu24gVTumIQ4qdTuZm9Tmqt3wprl3Z2JWRgahMTa8Mc7wKxPEUbNZMFJ4XJNad4dpIPTcD+tYHjHUxb2i20XzSMMuR2FUlqS3ob91aNp3wAmVmy0yeYfxf/AOtXhhXnFfQvjVDB8FFjIwTBECPrzXz4T81d1PY4pbiEkcClxQaOa2JExS8UmaKAFNITS44prCgBKAaSl7UANNIKU0lAC5petIOlLQAhXvXoXwXH/Fwbc/8ATCT+VcATlK9C+C4/4uBB/wBe8n8qmew0fSJ6c14bqqpZ+LdQs1O1RMSPrXuXpXgviLdL401Nxzm4JH0riq7G9Hc1tPnLLGO+Tmuli5TJrmtJgO9WODXUIDsrBHSJC5S+gPo4rupP9RJ/un+VcIo/0qH13iu7k/1D/wC6a2pbGFboS0UUVsYBRRRQAUUUUAFFFFABRRRQAhGa5PVzu1aX2wP0rrK5DUznV7j6j+QrGrsbUPiKMw4rB1GPdzXQyrxWNfR5GKyR0M858UO62rQ5+QtyPWlMOPg1ezgY83Uov0Df40niv/UyEetXI13/AAKvx/c1BWraG5hV2PM25JNKKaxOaA3FbGArU0UFqQGgBaU03NBoAQmkoNJQAtFJmjNABSUGigApDS0hoAcB+7f6V9SfB9dnw10zI6mQ/wDj7V8uRjKv9K+rfhdH5fw40Yf9MmP/AI8aQzivHy7vG8zD/nmg/QUafHwvHQU/xr83je5HoqfyFWNOj/diuaW51Q+FGnEuFFLKPkNSqgCjmo5+FpFo6zwyMaLH/vH+dalyxS3kYdlJrN8N/wDIFhPqT/Or9+cWE5/2DW/2Tkl8Zy8f3QfaoLgdasRfcFQ3A4JrmR1s5XVVKxuw7Vwd+32rUYInOTNKqZ9s16BrI22zn14rzzG7xHpyDqLqPj/gQrVIzk9D134px+T8L54hwEES/kK+bsfNX0x8XsL8Ob7/AHk/nXzQfvV109jkkKozmkJpRSVsSNpc0cCgUALupCaCKaTQAUUlLQAhptKabQA4UZpOaXBoAcvTFeg/BttvxEtx6wSfyrz5a7f4SSiP4kWOf4kdf0qZ7DR9OmvDr5RN4kvZOv7017dK22B3x0UmvErUGS6kdurSE/rXFU2N6W5vaZCAoNbIGBxVWxiCxA47VcxWJuhkShr6FR3cV28v+pf/AHTXFWfOq2w/2hXbS/6l/wDdP8q2pbGNbdElFFFamIUUUUAFFFFABRRRQAUUUUANNcdfnOr3Of74/kK7E1xuoD/ib3H+9/SsauxtQ3I35FZd2oKk+grVIO2s69GIm+lZRN2eXeLBi1k+taemQs/wF1hyP+XoEfgw/wAaz/F4xZy11VjafZ/2dLvPWUeb+Jda3gYVDxA4zS8YoIpDwK1MRpGTRjiil7UAIKRqWmk0AJRRRQAlGaKDQAlJS0lABmlpKKALNqu7d78V9YfDpDF8PdHXv9nz+pr5Psn2zY7HmvrnwQgTwXpK9hbqRSGcH40ix42uGx1jQ/oKs6co8un+OIwPFQbH3oVpdPH7sVzS+I6YfCi92qC4PyVOw4qrOfkODSNEdn4a40OD8f51a1Vtumz/AO7UeiR+VpFquMfJn86drPGmTfSt38JyfbOei+6KbMMinRn5RRMODXMjrkcvr3EGB9TXn2mxG68c6VAuSTdKT+HNeha9/qm9hXL/AA9s/t3xKhdhlbdHk+nb+tbRMpvQ7/4zSeX8Pp1/vzoP5182k819HfGhd3gFmz0uY/8A2avnHHPNdlPY5WO7U2lJxTc1oSGKMYopaAA0w040w4oAKWkooASk5zS0UAJR+NFFADlNdf8AC+TZ8R9KP96Qr+dccDiun+HjFfiBorD/AJ+lH61Mtho+rLo/6HN/uH+VeO6dHmc/7x/nXsN3/wAec/8A1zb+VeU6VGGmP1riqG9I6GBQIxipDQoCoMU1jWJ0Il0tTJrUAH8Jya7KX/UP/un+Vcv4dj8zUZJcZCL1rqJf9TJ/un+Vb01oc9Z+8SUUUVoZBRRRQAUUUUAFFFFABRRRQAhFcfrA261L7gH9K7A1yviKPZqMUgHDpj8RWVX4TWi/eKmRtNZ99xC5q6uCM1S1DHkEZ61lE6GeX+MT/ocq969I8Q2o034F/ZSAu20iH4lga4DWLc6lq9pZKMm4uEQ49Cwz+lelfFtxafDeWAcBnjiH4c/0reBz1T5pPFNanN944ph+laGQmDRzS0lADTmmmnGmigBaSlptAC0UCigBKMUUUAIaSnGm0AS2/EymvsDwXz4L0j3tU/lXx9B/rPpX2H4QTy/B2kL6Wkf/AKCKQHK+PY9uuWsmOGhwPzqGwH7oGtT4gQ5axm9CU/rWXYnEQ+lc0/iOmnrEtOflqm43yIg6sQKtu3FGlQfa9Zt48ZUHc30FJGuyud7bR+XbRJ/dQD9Kr6uM6ZOP9nNXs8VXvU82zmT+8pFdElocSetzlYj8uTSynK4HSooSdop7twa5I7nczl/ED7YnNN+DtgGv9X1Jh/diVj9ST/IVV8VTbLV8nk5rtfhnpp0/wbbs6bZLljM349P5V0QOeo9DJ+NcgXwOsR/juFP5A/4186ng17v8cLk/YNMtAfvNI7D6Yx/WvCK7IL3Tmb1GsaAKD1ozViFooJpM0CA/hTSKM8UE8UDEoptLQAtJRRQAlJS0UAJXTeAePHeh/wDX2n865k9K6XwB/wAj1o2TwLlP51LGj6uvD/oU5/6Zt/KvMNFwWYn1r1C7/wCPSb/cb+VeY6SuFJ9Sa4ah0Ujd7VBKcCpMjAqvLmRwijLMcAVkdCOk8Mw7LF5iOZHyPoK25v8AUSf7p/lUNjALayihAxtUVNL/AKiT/dP8q6YqyOOTu7klFFFUSFFFFABRRRQAUUUUAFFFFACGsHxLFm0imx/q3wfxrerP1qHztKmA6qNw/ComroqDtJHLJ9ys/Um2x/hV+M5jGPTNZerNgHPYVzxOxnPeGLRb/wCIViH+7CWl/wC+VOP1xXQfHGYJ4OtYs/6y8U/krVW+G8Il8V305H+qt8A/VhUPx5kxpOkxZxunZvyX/wCvXTHY5anxHgj/AHjSClPWm5qzMDTSaUmmmgBCaBRSCgBaSlNJQAUUUUAIaKU0lAAabTjTTQA+E/vB78GvsjwqVPhLSCOR9kiH/jor41QfOPrX1/4DcyeBtGbP/Lso/SkBV8ernTbZvSb+lc9Z8JjsK6bxwudIiPpMK5q15U+1c9Tc6aWxNIflzWx4Rg33Vxc9lUIPx/8A1VizEKuewrrvDNt5GjxsRhpCX/wpwV2VVdo2NztTWGVI9qWg1schxgUpK6H+FiKSY4Rj7VYuk2ajOp/vE/nVS6JETYrk6natjhfFOZ/LhX70jBB9ScV7Np1utppltbouBHEq4H0ryZYft/izTLcDIMwY/Qc/0r2PAFdMDnqvU8M+NWoK+vW9qpyYYAW9ixP+FeQGu0+I1/8A2j411qVTlY5ViX6Kv/164vrzXXH4UYdRCcGkzS4pMVRI7HFNJpckUwmgYvFIaWkNADaKXvSUAKKDSUUAFJS0UAJit/wU/leLtNkzjZcpz+NYB+taehzfZtRt5j/BNGx/76qWB9fXh22M5PQRsf0rzfSl+QH8a9F1I7dIuT6Qt/KuA0tCsCn0FcNTc6qOxofwVPoluLrV0JGVjBY5/Sq0rEJmt7wzbbLR7g/elbj6Cogrs0m7RZv4pk3+ok/3T/Kn0yb/AFEn+6f5V0nISUUUUAFFFFABRRRQAUUUUAFFFFAAKimUPC6noQRUopD0pPYEcJENqlSMY4/WsfWOY5D2Fbs4CXdygHSRuPxrA1k7YpfpXKlqdu5e+F8WX1W5x1dUBrl/jzexvc6RZA/OiySMPTOAP613HwziK6BcS/8APS4b9K8Y+Lk92/xAvxdKVVAqwg90xwR+tdMdjln8RwLMdxppNIx+airIDNJmikoAWlxTc0ooAU0lFFACUtJRmgAopKM0AGaM0lFACocNX1d8K7wXfw+005yUDIfbBNfJ4PNfR/wJu/O8HXcJOfJuiAPYqDSGdj42UnQcj+GVT+tctZ/6nPeun8bP/wASaOIH/WTKPy5rmoF8uHpz0rnqbnRR+EWceYViHViBn616HbRCG2jjAwFQCuC0uP7RrlvH1Akz+QzXogFXT2uTX3sLSHrS0h61qYHMasuzVXP95Qf0rNvTiL8a1dc41JD6pWPf/wCpY1yP4mdkfgRl+E4PP8ceZjiCJm+meP616gB3rzvwCu/xBqcvcRqv616BNKsMEkzfdRSxx6AZrphsc9X4j5K8TTF/EWrn+9eSfzrELVoaxMs+sahKudsty7gexNZvaupGAoOTSZOaTOKUdKoAoxRRQAUH3o6UhoAQ0lKTTe9AC0UUUAFGaCOKbSACamhk2QOe4w35VATQWxBIPUYFJjPru6vPO8Ei6zzNaKc/7w/+vXN2ClIAT3q1DMX8AeH7f+KaCHI9QFB/pTDhECgdDXBVfvHXRWhHMxdgi8knGK7mxgFtZwxAY2oAfrXF6dGJ9Xt4z03ZP4V3gp0l1JrvVIWmTf6iT/dP8qfTJv8AUSf7p/lWxgSUUVn32q2lhLBDO8hlnOESKJpCfchQcD3PFAGhmjNYPiHVr7TjbR6fbwyyzMxYziTaigdfkVj1x2qODXZ7nXfsSizWCPCSF5iJHk27iEXHIAx19aAOiormZvEd1Dp99NLYJBPFefZLaKSdTvyqkM5UnbnJOOuMetJd6trCaba3dqNIk8w7GJnkKs5bAEZVTuzQB09Fc5a69cS6uLeVLdLeWSWCDDt5skkYO/gjAGQcc1d0XUbnUrKSe6tBayrPJF5XmrIVCsQNxUkZ9RnigDWooooAKQ0tIaAOL1D5dXuQPXP6VzuuA+S5x2ro9aHla1KP7wB/SsbUU82FhjPFcj0kd0fhRvfDoj/hFIyOMzPn865X4z+EP7W0pNctiq3FmNkiH/lqhP8AMGum+HLAaDNBnJiuXH0zV7x1s/4RG9DjIIA/UV1Q1OOo7Ns+R5reWA4ljZe2SMVHgV6G6/Z28qVd654yMimS6Xp9xybKIE9xxXR7Lsc/tu5wGKTvXYS+GbI8gMue26qkvhqAfdkkH60exkP20TmicdaAc1tvoAU4Wcj6gUweH5y3yzI31FT7KQ/aRMf8aDWu/h27jTfujYE4GTUMmhX0blPLBIODhvbNL2cuw+ePczKSrzaTehQfK4J67qb/AGTeZ/1XH1o5Jdh88e5TzRV9dFvX5Ea/nVhPDWoN1VFH1o9nLsLnj3McketFbv8Awi16F3PLEq+pakXw0+PmuQf91c0/ZSD2kTC6HPp2r6D/AGf4pR4d1SRlIie5G1vUhRmvFZtGFqylsuucndxXsnwf1qHTtB1a1mI8uBhcIo6nPGB+VTKPLuVGXNsdx4wmWW6sbYHuZSB6dKxpW4OKimuZ768e9uSBI2PlHRR2FI5yDz2rim7s7qcbI1PCsZm1oyfwxIT+PSu8rjfBar5l038WF/Kuxren8Jz1n7wtIe9LSEVZkcvrjZ1THoorMvBugYVseII9t1DKP4wVP4ViSkmM8ZzXJL4jtp6wQ3wAm3V9V9cLXesodSrDKsMEe1cJ4UYWnieeNulxD8vuQRmu+rphsc1X4j5K8a6XJpHi7UbRk2BZS6DHVTyP51zuePavc/ilotrq2st5iFZ0hXZKowRyeK8tbwndliI5om+ua64ptXOZzSdmc91NGa3G8K6mvRIj9GqB/Dmor1iT8GquVhzxModadx2q+2h345MS/wDfQqNtIvF5NuT9MUcrDmRU6daY3JzVk6ddDpbyH6Co/sdx8wEEhKkAjbSsxpohpPpUpt5QxzFID/u0fZpgM+TJ/wB80WYXRFxQOtS/Zpv+eMn/AHzSizuO1tMfoposwuiE0hqf7Jcj/l3lH/AKBY3MhwlvIT/u0WYcyKrGmFj9xRuJ4A75q5Jpl8kZZrdlHqa6HwBoQvvECTXCbordS+0/3ugrKo+UuHvPQ9n0+6+0aZpMe10S1s44wGGDuwMmrcjHYT3ANRx7VXC9uKVjlCD3GK8+Tu7nfFcuhqeFYd+ozStzsQY9s12Nch4VcLfTp/eTP5V19b09jmrfGFMm/wBRJ/un+VSVHN/qJP8AdP8AKtDI4P8A4Xb8PP8AoYf/ACSuP/jdZWq/Fb4f6k8TJ4pWLYMENp1w4PIOR8gweOtfKtFAH1LefE/4eSWcsFh4pNkZgwlK2FwwfcME42dfQ0yP4m/D6G7glh8VmOKN1kkT+zpy0rBdvLbOAeDj2r5dooA+o2+Jfw5Y3rHxNl7i8F4hawuCI3EaoONnI+XP40sPxP8AAAFkLjxa04tpnnYHTp1Ejkkr0T5QueBXy3RQB9Tr8UPh0Nd/tN/EkbldxjU6bcbkLDB+bZ0/CrGl/Fr4d6ZFcoPEpkM91LcEmxuBjexbH+r7Zr5QooA+v/8Ahdvw8/6GH/ySuP8A43R/wu34ef8AQw/+SVx/8br5AooA+v8A/hdvw8/6GH/ySuP/AI3Qfjb8PP8AoYf/ACSuP/jdfIFFAH05rnxX8DXd8k1tre8bMMfskw7+6VnSfE/wa3TWOo5/0ab/AOIr50orN003c1jWklY+jfDHxV8I6Rq9yJtV22lwoYv9mlO1h2wFzzWv4s+LngXVPDl1a2mueZO4XYn2ScZ5B6lMV8t0VpH3djOb5tz1CXxboUuxjefMOP8AVP8A4VOvizw4FAOo/wDkGT/4mvKKK19tIxdGLPVn8W+HiMDUAf8AtjJ/8TWnGsNxDHcQvmOVA6NjGQRkGvFq9p0i3U+HtNbeQWtIu3+wK2p1XJ6mdSmorQhe2wSciqzLIrKwGB6ir0sLqpIkzWe0sqcEDg9q30MdSa53PZTKACxAI/MUtxIP3aLgPIRu2jttFVzqMMRzOrYwcgClhvLW5iiWN1WdWyc8HbzWcnZlqJBkxLtI4BICmlPCg8DI6Ut15U0xYSBT2AFMXYdoxgD3q4iZLCzLyq5q/GJpEwWKio7bysYLAfWtO3kiUYBBJHpTbFuVltEK5bLketMlDQxZSPH4VsxsCOEyPZarXc6rGQ0VZuRSRxGpzPJL8+cDpXSeA1JupZC+AqAEetc/qa+ZK0gAVR2re8AtvvbhewQMfzrkrPRnZQXvJHpCScYHbinnpyetZF7fJp8LzythF6n1Par8E++JWb+KuE9Jq2xveEZvL1Z4icCWPA+oNd32rzLS5/s2q202cAPgn68V6WDkZHQ81vTehx11aVx9IaBQa0MTnvEjgNbKOoJb8Kwm6Ba1Nek3akEz9xazGHFck/iO6krRRnzmWCWO4t32TxHch/p+PSu70bUo9W01LlV2sfldf7rDqK4adiM1r+B5iJ9Qt85UFHH45rSm+hnWjpcwvG0gfX5lzyiL/WuViRlckAFfSt/x0/keM3VjiOaBDn3yazrZME45U16EJWieXON2QbFcZKflVaWOEA/1rWNqR8yNj2qKZTtIZFIrSMiHEwZY4GGCF596rSRJyAf14rUmgibOVWsm5iUPlWI7YFap3IaEiQKCCFY+xpYlEdzcuql2faR8vTAxVN3MKE54qAa/JaXHnT2+YlTZuU849amexcUWJIT9mjlJAwx3bfWoo2DhgeB1Aoj1OyurZY4JC6Ebsbe9LujVjtUgGnHuEtNB0f7w/uxx9KvW8ErnluD2AqOCSMYwhx3wK1LaYY+RX6/3aptE6iR6fGG+ZCT6sKV7YxglYworUiWYnIVzx3Aptw7xg7o8D3rPmKUbnC61M+CjHArY+HJ3X94o6lFOfoazdYja6nJChQOord+Hdv5bX9wcYysa/wAzXHiH7rZ24Ze8juluFhHzHjgZq0GDrnoKxrrR9V1p4Y9NUeTDMpnfPOPQDvWmscsU72s0bJJHwckEGuCz3PRunoaGhzfZ9XiOcK+VNd16V5tvMLhxwVOR+FegWNyt3ZwzqeHUH8a3p7HNXWty3Uc3+ok/3T/Kn0yb/USf7p/lWpznwJRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXtulH/AIp3Sh2+xxf+gCiitaW5nU2HyIGHOazZ41RXYDn1NFFdaOUzblQB5n8R6k1gXhJlglBIfzNuRxxRRU1NjSJ0kaKyLuAPHerCQR7g2OT1ooqkZy3NO1t4pMbkB5rYt7aJWXC4oookCNSGFMDr1rI1hFVGwKKKxZtE4i5QMz5z1rf8BRqtxqDAc/d/Ciiuet8J1UPiR19xotvrBSO6klCLIjbUIUE5HXirK/ubxrVeUUcE9fzoorjWx6PUmcbCdpPHSvTdOYyafbsx5MYzRRWtM5cR0LdBoorU5jj9WGdXmyT2/lVOVAEOM9KKK45fEz0Kfwoy8l0bdWv4JjUatf4z/qk/maKKunuKt8DOO+JErN43CHGBbqB+ZpNPG6IZoorvj8J5U9zRVRj8ahnhRwdwooqokszpLSLd0P51kaiipgqBmiiuiBlIyplAjLdT71zd8xkt3ZuTtNFFXPYI7lnwuofSo9w5yee9b0ca7246Hiiiop/CTL4mX4gFbgAc1u2kKNGCRzmiinISNOOFPeqWqKFjbFFFYM3icJdDdM+SetdN4cQRabHsyu5yxx3OaKK5MR8B24X4z1fwXGp0V2xy0zZPrWDMN+oXrsSW85uaKKxn8KN6f8RlGYbpSpJxXpFjCkFjDGg+VUGKKKqmLEbItVHL/qX/AN00UVqcp//Z", "path": "002170.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002171
Men Tshirts
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", "path": "002171.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002172
Men Tshirts
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", "path": "002172.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002173
Men Tshirts
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", "path": "002173.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002174
Men Tshirts
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", "path": "002174.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002175
Men Tshirts
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", "path": "002175.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002176
Men Tshirts
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", "path": "002176.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002177
Men Tshirts
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", "path": "002177.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002178
Men Tshirts
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9lB8u3cFJycn2pk8e1yM59DU/3VHrimEZNA+VWsVFV1OVyDVqObPDgg+vrRtpQBQKMeXZik5PFOHWminCkaIdTKcaZQAtAOKSlFADwadTBT6BjgeK6Xwf4z1Dwjqaz27tJaOw+0WxPyuPUeje9cyKdTTE4qSsz7C0bVrXXNKt9RsZBJBOgZT3HqD7jpWh1r5t+GXjs+F9QNjfSH+yrlxvJyfJf++Pb1/Ovo9HV1DKQVYZBByCK1TueZVpunKxJRRRTMgooooAKKKKACiiigAooooAKKQkVj3+tpCTFbFZJB1bsv8AjQgNG6u4bOIvNIFHb1NctqGsvdlskxWqcnPVj/ntVG5lLyebcTEsT1Zv5U35HYMwwq/dXtn1+taKIGTBpk934hbVJ0wVKrDGeqqO598fzrS1e2mu4rSO3QmZLlMewbKsfyIP4VbtHBuG/wB2tbS4d8z3BHyrwv1q2k1YpNrVF6K0iisha7cxBNmD3GMfrSO6W8KxxKFAGFUDAAqSRjis+V95pWJbuNZtzZNANIKQ0APzSE5po60tADaSngUjDHNACxpvcD86skAcAUW6AJvPU0p5JoAQVMgwC56dqjRSzYFSMew6CgBrEk5NRMM1IaawqGUFtMYJw3bofpW0rAqCOQawCOa1NPk32+0nlTikxWLlFFFIQtFFFABRRRQAUUUUAJmuS8beN7Hwfp299s19Kp+z227Bb/aPoo//AFVoeKfEdn4X0SbUbw52/LHGDzK56KP89M18s6/r174h1WfUb6XfNKc8dFHZQOwFTKVjejS53d7Br2u3+v6lJfahOZZ379Ao7Ko7AelZOaQnNJWLO5dkPFIaMUUFCYpoGW+lKTTo03MBnGe9ADWOTRihhh8ZzS0wEoopRSEFGcUUUFIM0neloFAMTvT1AqMnmn9BigSFFOByab0FOQY5oKH4paKSgESJX0N8IfEzav4fOl3Uu+708BQSeXiP3T+HI/KvnkCt7wv4huPDWs2+p25J8o4kj/56IfvL+X64pxdmTWp+0h5n1jS1T0++g1HT4L22ffBPGJI29QRmrlbHkBRRRQAUUUUAFFFFABTWYKCxIAHUmlrB8R6iLa0kjUjO3c/9B+dAblTVdcWRmijfZEODj7z/AP1q52a8kJwmIkP8R5J/wqKDzZV3FQgPOW5JNSGKKM7pmyfes3N7HTGkkVVyX3LG0pPVpCauouzgqUPfacimG9AIEcY57mpkupUI86DKdmTn9Km7NeVWIPNnjkIjAfeQoOcY56mu5hjS2tkjT7oHX1964i7eIx+fbneMZIXv6/jW/pkk/wBkXzcqP4Q3p2relJvRmNWCSujQuJsD61UBxRK+ZDzSZrY5x2aCabmjOaAHCloAp4WgBAM0EVKq0hWkBNkBAo9KYDkZpXOD/wABpYwCo4460APX93GT/EaTNIzbjQDxQAp6009KU0o5BqWUiIin2k3kXAyflbg01utQnrSA6KioLSXzbZGJycYP1qepJFooooAKKKKACkJ4paaaAPmv4v8AiKXVfGdxY7z9l079yidt+Ms35nH4V50Gz3rf8dOJPHWvMDkG+l5/HFc6tYs9KnpFIdSgUg608dKRogppNGaTvSGIadjjmm5+bFOzxQA0dadSCg0AFLSDrS0AApaQUo60DQlA6GnEcUAfLQBGOXApwPJpuP3goU0CH1IKjFOzQNElLSL0pR1oGh4PSpYzzUI61KvHNBpHQ94+CesveeHbvSpXJbT5v3eT/wAs35A/Ag/nXqleFfA8keItTwfkezUn6h//AK9e61tHY8jER5ajQUUUVRiFFFFABRRRQBHI2xGb0BPNef67ORal3OTLKNx9e9dlrM5h09gD8zkKP61554jl3TwRA8AF/wA+BQ9Il01eRYikkljBUBR2oMCg+ZK4OO7VX06Z2hwccGrM0CXK4mRXX+6RxXMdpUuNZsIcrEHuHX+GFSx/Sq9j4u0q8mMDSNb3AODFONjD8DWiIkgTC7YkUdB8oFV73TdJ1iIJfW0E+PusR8y/RhyKYyS4KL+/hwwPXbyDXS6X89ism3BK9K43R9LvbWd7QTebaA/u2c/MB6V3CqIbNUXgDAFb0l1MK7WiIc5Yn3p9M706tzmFpR1pBTl60ASKDUqrTFFSgdKAHY4pByakx8tR4waQhly2wx+521KzANtX+EZP49Kp3z/u42PHlzKT9M0JLuvr5SfuMqj/AL5B/rQBY3ZwO5p54OKhg+ZifSpAdzH0oAfmlHemE804UmUthrCoWGKnNRMKQF/THJjdD/Ccj8a0Ky9MbEzr6rn9a1Klki0UUUgCiiigApjsFUseg5NPqrqBK6dckdRE5/8AHTQB8dazcG71q/uWOTNcSSfmxNZynrU0+fNJPcVCnNYHpRJlHFBpcYUCmmg1EpRSClpAMP3qWg9aTNAhV60401adQMKKKKAFXrTsU0dakFA0Nwadj5aWg8CgZXA/eio1b5jz3qUD96Kr7sTMvpTMpaFgHIpw60wHinikWSA1IKhB5qUUFoee1OFMzxShuaC7nr3wLIOr6oMc/Z0wfbdXuVeH/ApAdR1eTPIhjGPqx/wr2+tobHlYp3qsWiiiqOcKKKKACiiigDA8RyEmCIdOWP8AKvO9SnNxfyN2XCD8P8mu68SzCK43kgCOLPNedrmQlu5Oamo9LG9Ba3L+mttYjnntWjPO8ds7Lj5QT0qtp8GwFmp2pyJHYXDnhVjYnH0rGx03PPfEep3lzH9medmeXKhQcADucVf8LaXOdiwBl5x1NN03RXvbr7TMuHkxx/dHpXpek6dHYxIAgBBHatoRMqkrGhYaclrErMS0hAyTU9y3Cr+Oae8wA61UkkLtk1ulpoczbe4op4picmpQKYgAqRRSKKkUUAPUVIvSmKKfnFACk4HFNJPejNITSAq3SGRjF2njKj/eHSo8nc8mAGkVS31xj+lWpYxLGUJIPVWHVSOhFZ/2hnuZY5gFnQDcB0PJ5HsaAL0A2xlj3qaHO3J71XDEW6+9ThtsFACodxY+9PNMjGFzTqBhTHp9MbpSAmsGC3WCfvAgVr1gxN5dxG/o1bw6VDExaKKKQgooooAKhuE823kjP8SlfzFTUhpMD4rvkMdzKhHKOy/kcVUtx8zE9q0tdUprt8Mf8t5P/QjVCAfvGHtWJ6V9USMeabStTe9BpcUcUUUdjSAZ3oNAGTQetADhxS0gpaADFLRQOtA0KBUgHFNFPHSgoTFIxp1MagCMfeqs/wAt03vVoCqtxxcqR3FMyntckUk8VODharpUrHpikVHYkQZNS1HGOKdzmgtEgORQKQU4daDQ9d+BLN/a2rr/AA/Z4z+O417n2rwf4GS7df1SL+/aqw/4C/8A9eveO9aw2PKxS/esKKKKs5wooooAKDRSHpQBwPjq7C3Qt1PzOgDewrmraIkbhVvxRdLeeJboxnKowjz7gYP60WilYxmsZyuzrpxtEcsphXms7VLkzpHap1mPP0B/xq9fFobd5toIQZOfSqnh62fUrg6hOPl6IPaiCuype7G5uaRpixqrMvI7VvbfbpUcChUGBU6jmutbHLJ3InqE9asOOarkfNTJJEPNTL0qFBUy0ASrwKcDTR0pOaAJ1NLUS5zUtAC0u3NIBTwKQDGQ4rDvZRHqMbNgMRsyfQ9vzAroe1cz4kiO0MM8d6ANXeCqDPapicoqjqazbObzraGUnJKDP171fh+eUe1AFoDaoopGPOKB0oGLTSOKdSEUARP1rcibfCjA5yAaw3HtWzZHNlF/u1DE2WKKKKkQUUUUAFIaWkNAHxx4mTGv6kOcpdzD8N5rKg++fpiug8aL5fjPW0Ha9l/9CNc/b8TfhWB6S6Ej8E1HuOafKfmqMmgtjhyaVjgU1PWkc0AKtI1OTpSHrSABThTKkXpQNBSjrSGgdaCkSKKdSLS0FiUw9afUZoJYtVbofvIz+FWRVa74KH3prczmvdHJ0p45IqNTxipo+tDCJMvC0DmkzkUopGg6njpTKctBS2PTPgpKF8ZzRnq9o/8ANTX0JXzh8HCR4/hA6G3lz+VfR9a09jzcX/EFoooqzmCiiigAqjqt6unaZc3bdIoyw9z2H51erh/iBqYSGDTI2+aU+ZKB/dB4H4n+VTJ2RUVd2OKtQZJjJIcsTub3JrbiwWAFZUC7QD3rUtjwGNYHbaxFrz+VoF4QcHyiK0tGtxbabbxAYwgz9aw/E0u3QLz/AK5/1FdLZ8xp7gVtRMa2xoRfdBqVOWpmMLSxnJroOcH61AfvVO9RHrQA5BU6iokqwBTAAOKUCnAcUtJgIBinikXrTqAFXqKfTB1pwoAcKzdWtxPbuD3GK0KgulzGaAOV0O5Ieazf7yHcvuO/610lsQAWNceZPsevRPnAL7G+h4rroFJQDpTAsBix4FTqjHqMUkaqBwKmFAhBGB15p4VewpR0PHSq1xf2lsCZrmJCP4d2T+QpNpbhZvYmYA1asz+6Iz0Nc7L4p02MsMXTY7rAcGpdB8U6dq+pTWNt56zogcrLEVyPUGs5ST2KcWtzp6KKKRIUUUUAFNPSnUh6UAfJvxIi+z/EPXE7Nclhx6gH+tcnGcTD3Brsvik274h6wcYxMF/JVrilOJVOehrFnoweiJpDUecmnOeaYg+akU9yUcCmH71OJwKaoyaCiQcLTT1p/amHrSKYlSoMio6kTpQCAimjrT2GKYDQPqTLS01adQWJTD1NPqMnk0EsB1qtefcB96sjrVe9/wBSaa3M5/CxidBVlKqxHcBVpBSYobIkB5pQaZilwKRqSZpQaYOKcASetMZ6P8GFB8dqT1FrLj9K+jK+c/gxFNJ46V4wDHHbSGQk9AcAfrivoytaex52L/iC0UUVZzBRRRQA0nHNeR6zdf2nr13dg5jL7I/90cD+v513/ivVf7L0SVkYCeb91F9T1P4CvNoEwqj0FZVH0OihHdlhIz5YyRmrUQwK5fUtVvbLVpkiUPbw26vJEMbypJzIueu3uK6DSb+PUdPW5jDYJK8qVyR7Gs2jVTTdjO8VyZ0W6X1jNdNoF0L3TbSYHIkjU5/CuR8VSY0+YZ/gNaHwyuvtPh+KMkkwOyHPpnI/nW1IzrbHevwvFJFTZDgU6Hha6DnFeov46lfrUeOaAJUFTr1qKMcVMooAfRijFKBQAAc06kpaQBSikxS0ALUVwMxmpKjl5RvpQBweuDy7wOegINdfbTpNEksTBo3G5SO4rl/EMR3EjFSeHdSS30mZZnJMMnyr3IPQD8c07jtc7ESKilmYADqSelVJ9bRDtt03n+83A/8Ar1zNxqU15MDI2IwflQdF/wDr1MjgjrWFSs7+6bQo/wAxdnvLi6GJpmK/3V+UfkP61UbAHAA+lO3Zpkh+WuWUmzqjFLYqTnrW94JtoPOvbny1+0Dagfvt5OK5+Y1v+CJMXV7HngorfqRRS+Iiv8DO2ooorsOAKKKKACmnpTqhnZ1gkaNN7hSVXONxxwKAPkXxw903jPV/tjq8/wBrkDlDkcHjH4YFc0etbGt22ojULmW9t5lleVmdmUkbiTnn61iE4cDvmsWeg9LFiQ/OT2pYxgZpj8t+NSDgUilqwahARSGnjpQWh57VHjmn0hpFMbUkfSo+9Sx0AgbpUYqVulRjrQNkq06minGg06CVGRipKY1BDEFQ3QzC1TDpTLkZhIpoiS91lzw5oMms7tkyxqjbTkZOa9B0/wCGti4BmvZmPooArjvAF0Ir+4gY8Ha4/lXr9hMAQM9aUjCEnYyI/hnoSr87XTn3kx/IVIfhvoHZLjP/AF1rq0bgU8dazbNOZnEz/DXRzkxy3Kf8CBrJu/hsi5NvqBz2Ekf+FekycLVKdsVLk0Wm0Yvwr8P3+ieNJDIvmQPaurSJ0HKkZr2+uE8DknVLr/riP/Qq7uuqk7xODEO9QWiiitDAKjd1jRndgqqCST0Ap9cb8QtWax0hbSJyst220kdQg+9+fApN2VxxV3Y5TxBrn9v6qZIiRaQjbCCPverfj/LFRQnbHmsu1XatWb6VoNJnkRZWIQjEX3hkdR7jrXMneR3W5Y2OWnnkv5Z5GF1LFHKwWSFcT2pJPyEDkoeld7aRLa6dBCu/bHGqjecnAHeuN0VLqXVbKdXuDv8AlF5EARNGP4ZfRh0rtpj8pHQVozKC6nKeJm8yJk7EGrXwlSRIdTZv9Xvjx9cHP8hVHxCwyR7V0Xw2t/K0K4lIwZLk/jgAf41dLcVXY7J2LNU8fC81Wzl6sr90V0HODdaZ3pxpO9AE0XSpwOKhjHFT0ALRQKKAFpaaOtOpALRSUUALmmP90/SnGmnoaAOV8QxZjJrjredoLgEE7S2GHqK9B1eASQ4xmvPrqMxXC8Y+Y1EnoawNUyFTVu3nyQM1kJIXgBP3hSwyneOa5ZHSjpEbNOk+7VW2k3Lz1qwxytZs0RSuDitXwVLt1uVT/HCf0INZNyvFXfCLbfEcI9UcfpRTdpImqrwZ6XRRRXaecFFFFAB2qpfzi20+5nPSOJm/IGrdYHi+4+zeGrs95AIx+JpPYaV2eTghvmI5PJrN1O1tfsc8j20JKoxyYxxxWnnrWVr0nl6Len/pk1c6Z6DPKANz81JmmIO9ONUVFaC9xUg6VGvJqSkWhDSUpooGxvepY6iP3qljoBDm6VFUzVEetA2SL0FONMTpTzQUhKa1LQRxQJkYpsgyhp3Q0N0oJeweHLn7Jr8BY4Dkofx6V7DZXYCo2a8MZ2huFkX7ysCK9U0+8FxYxzI3DKGFOWxzQ3sehW90HUcjmrqtkZrkNLvt5EZ4NdVbuClZtGtiWU/JWdcHHNaL/MmKy7s4HFZyKR0HgY51O7/65D/0Ku9rgPARzqV0f+mI/wDQq76uqj8COCv8bFooorUxE7V5R49uGufFHkk/LbxKoHueT/OvVz0ryTxtC8fiy5YjiRUcfTGP6Gs6vwmtH4zIhxu9qydbunuLOL95LaeTcZlwPnQDhXHquSOfSrtxdmxtjcbC6IQX29VXuffFY2pX7XF1HcFFt1UYtrkkMjA9Vf8A2G/Q1jBdToqPoavhUObm5n8poQ3yuEcGF37so7ZwD+NdNM+I2zWL4ehWLS1K20VvvYtsibcPz9f8K0Z3wjA1o2KCsjltcbc557V3XgyLyfCdoe8heT82NcDqvMhPtXpehReT4f0+LGNtunX1Iz/WtKW5FbY0V6irQ6CqiffFWh0FbnOFNHWn00DmgCxF0qao4xgVJQAoooFFABS0lLSAWijFIaACmt0p1NbpQBQvBuiIriNYtdkqkdMk13E/PFc3rUGYwR2JqZbFxZzacLilhBM9P2c0+2jPmEmuaaOmm76GtbjAFXMmqsPGKtVgzdFW5+7TfDVx5XiO0c9GfZ+fFJeNiNhVXSWWHUbORuAJkJ/OlHdCmrxaPYqKKK7zzAooooATvXF/EO42aZa2wPMsu4/RR/8AXrta8s8eX4uNfFuDlLaIKR/tHk/0qZ7GlJXmjmCcCsXxQ+3w/dn1TH5kVqSS+lYPi2TPh6XHd0H61gjtPPgMLmjrSkYXFAFUWthVp/amgYp2eKCkJRRRSGNP3qljqI9aljoBDzUR61KaiYUDY5DUhNRpTzQMSiiigYw9aQ0p6mkJoIZm3K/Pmux8IXnmae1u3WI8fQ1yVwM81r+FJli1FkZgN64FU9jkWlQ9C0qQm5AB6V29kzFVz6VxOhxE3LMBkbsV3FspAA9qybOhFw/drMveEJ9q0e1Zmottgb6VkxnQfDwZuL5vRFH6mu+rgvh4pD3hx8oRB+OTXe12UfgR59f42LRRRWhkFcN8QdKMsEGpxrkw/u5cD+E9D+B/nXc1Vv7ZbyxuLdgCssbIQfcVMldFRlyu54moVgUYZVgQR6iudtkudP1S5tobVru2jT95BuHIY8MoPXoMj610cSkPhhyvB+tVryydLqO/s483QZQ4zjzE6Ee3HP4Vzxdjskr6mjYNEtlCLeIwRbcrGV2lR9O1NupcA80+STb0bNUbmTcpPFUUjJvAZGPfrXqtqvl2Nug/hiUfoK8vCb5APU16mn+rUewrektznrsfH98VbA+WqiffFWx92tjAQmlUU009aAJ04FSVGtSUAKKKBRQAUopKKQDqQ0tJQAUyQ4FPqKUigCpIetY2qjdbn6mtiSsfVD+4Ye9Sykcyy4apYl+amyfeH0qaAfNXNVfQ6aKL8PPFWDgAk1DFxUknK1gb3KF4WZDzjPFV4U/0m3UdWlQfqKsXXbGcd6XSYTd69p8IUkeerH6Lyf5Uo7g3aLZ63RRRXeeYFFFFAFe7uY7S1luJTiOJC7H2FeHX1095dz3Uhy8zl2/E16V8QNR+y6Gtqhw90+3/AICOT/SvLH4FY1H0OrDx0cinLKQcVh+KJM6Mg/vTL+gNbEoy1YXiogafboP+ehP6VB0Lc5AmlWmnrUgGFqi0FFJS0DFFBoFBpDGHrUsdRH71Sx0Ah/eo261KaibrQUKvWpD0qIdakHSgEJRQaQ0DGmmU40w0EMrT9KsaKf8AibW/uT/Kq81afhi1NzrcOBlUyxq3sc32z1nQ4AkKZGCRmumg7Vj6dDiJa2oVwBXO2aolJwDmsXU2D4UdzWvM2Bwe1Yl2cutSM6/4ePh79P8AZQ/zru64b4eJ/wAf747ov8zXc11UvgRwVvjYtFFFamQUUUUAeI6gwg129jK7QJ3GPT5jQWG3Ndd438LvM7atZLuYD9/GByQP4h/WuD8xtnB/GuWSaZ6FKSlEllbvVR2LcU15XORmtfQPDd/rs6+ShjtwfnncfKB7eppxVwm1E1PBPh5dTvzdXCBraA8gjhm7D+tdI/DMB2JFdPpunQaXYxWlsu1EHU9WPcn1NczONtzKvo5H611U1Y4pS5ncbH96rQPFV4/vVNWpIuTUidRUY61KvUfWgCZakpi9Kf2pALRSUGgBaKaOtOpALRS0UAITgVWlOTVh/u1VfrQBBJ0rC1JvlYd62522pXO378kZ71D2KRlMcsDVmAdKqnrVuDp+FcdR6nXTVkXUp7dKanTmlOKg0M+6zkgGtnwRbCXW5ZyP9TEcexJx/IGsa55cfSux8D2wSwuLjAzLLtz7Af4mqpq8iK0rQZ1tFFFdhwBSHpS0h6UAeT+O7w3XiZ4t2UtoxGo9zyT+o/KuWl+6au6lcm81W7uT/wAtZnb9aoyniuVu7PQgrRSKMnrXLeK5wfs8I68sf5V1M3B4rh/EU3m6qwzkIoWmhrQyFHzVIx4xSIO9DHmqNEtBM04UzNPHakMdQaKDQNDD1p8Zph605eKBompjU+msKBjFzUvao+lSA8UAIaQ0pppOKAGE0xjxTieaY3SghsrzV2/gOxxFJcnq7YH0FcPKa9Z8KWfkaVbKVw3lgn8eacnoYx1kddZphRWkDVK2XAAq2vSsDQZKetY9397jrWxKKyLgZf6Ug2R3/gO2MWgNOw+aeVm/AcD+VdXWZoFt9k0Kyh7rECfqef61p12x2sebN3k2LRRRVEhRRRQAhGRXJat4Fsb+ZpraRrR3OWCqChP07fhXXUlJpPcak47HGaX8PbCzm828ka8I+6jLtQfh3/GuvjjSJAiKqqBgADAFS0YoSSHKTluJXIX67NRnH+2T+ddeRxXMayu3UW4+8oNXHckpx9alqKOpM1oMeO1Sr1qLOKkQ80AWF6U/tUamn0gFoNFFACUZpaSgB9LSDml7UgGydKpueTVuQ8VUfvQBSu2xGa5q8ky/410F82IzXK3b/vMe9RLYuI3vVy3AOKog8/jWhbCuKe52w2LdNYcUdaRjhakqxSmGWzXpOgWf2LRLSEj5tgZvqef6159aw/a9St7YdJJVB+mea9TUAAAdB0raiupy4iWqQ+iiiug5hKpardCy0q7uc/6qFmH1xxV2uY8eXBh8LTIDzM6R/rk/ypPYcVdpHlC88k8mo5/u1OANuarXBxxXKtz0GUJjzz0rzq9l8+9nkzkM5Nd5qUohtZXJxhCa88JJPI5q0CJU4SmMeakzhAPaojTNQ608UwdaeKQDqDRQaBjD1py9qaetOXtQCJqRqWkagojJqRelRnrT1oAdTG4p9RvQDIyaYxyKcelROcCgykyNUMlyiDncwGPxr27SIQlvCvooFeM6UvmaxaqehkFe26YB5K+tKexnDdmxbjFWh0NV4Qc1YzWRoRSDg1Sgtzd6jb24/wCWkir+vNXZDwateFoPP8SwEjIiDOfbjA/nTirsicrRbPSEAVAB0HAp1AHFFdiPOFooopgFFFFABRRRQAUUUUAHaua14f6en/XMf1rpT0rnNeXF4jHvH/U1UdwM1KlHNRLUq1oMWpU7VF3qVOtAE60/IqMHpTqAHg0tMHSlzSAdSUZNFACg07NMpQaAEkPBqk55NW5D1qm/U0gMy/b5DXJ3hwzV09+3ynFctd4MhHrUS2LjuSRjcQRzmtWBcL+FZ1pHnGO3ArTT+lcL3O+Ow+o5WAH0qSq1w3y0hmv4Qtjda0bjadluhOe248D9M16D2rnvCFp9m0RJWGHuCZDnsOg/z710NdVNWiefVlzSYtFFFaGYhrhviRNiwsIM8vMz4+i//Xrua8z+Itz5mtWtsDxFDu/Fj/8AWqKmkTSirzRyWPkFULluTV8nC1l3kgXNc6O1mD4gm2abKM4JwB+dcYo3OBXR+I5M2yLnkvn9K5+IfNn0FWOKFk9ugqOnOc0ymaDh94U8UzvTwaQC0h6UtNPSgY2nr2pnenrQCJqRqB0prUFDT1p61H3pwNAD6Y3SnZ4pjUAyNqglOBUrGoHNNGEy1ogzrdn/ANdK9r03/VivFdCG7XLQej17dpsZEKH+8M1NQimbMAwM1I2KbHwtDk4rI1IJ3G2un8C2xIu7xu5ES/hyf5iuQuXwtemeHrM2OiWsTLhym9/948mtKSvI58RL3bGrS0lLXUcYUUUUAFFFFABRRRQAUUUUAFc94g/4+Yv9z+tdDWLr8OYYpgPukqfoacdwMNalFRA8U9TmtRklSp1qIVKtAEi08VFTg1AElAOKTOaQnFAD80Z96j3ZpMj1oAlzS571DvpN1ABK/WqkknWpHYkmq8pwDQIyb5+DXMzEtdY7Zrfvm61hhN87GsqjsjWmrs0rOIGIN3q8qAd6is1/cDNWCMdK4TtuRvwKqCKS7uIraIZeVwo/GrMvANanhGy+0aq9065S3X5f98//AFs/nVQV2TOXLFs7e3iS3t44U4SNQoHsOKnHSiiuo88KKKKYCGvG/FV0L7xRfSKcqjiIf8BGP55r1rULpbKwuLp/uwxs5/AV4gC8zNLJ95yWP1PNZVXpY6MOtbkc7bUNYN5Jyea2b1wiYNc1eyjJ5rOJ0s5/XZA00S+gJrMXhCcdeKuam2+6z221UY4QD2plxWhEaSlPNJTAUHNPWmAc08cUih1NJ4pc000ANzzUi1HjmnqaARJupCc0UUFCYooooAWmseKdTG6UCexExqvIeanY1Xfk1UTCRr+FoDNr0RHRAW/SvcLBP9GT2FeWeA7DeZroqcZ2A/zr1yzjAtU47VnN3YU1oTqOKZIcKTUmMCq05+WoLF062Ooava22Mq8gLf7o5P6V6wBwK4XwRZ+beXN4w4iAjX6nk/p/Ou7xXRSVkcVeV5WClpMUtamIUUUUAFFFFABRRRQAUUUUAFZGvMBZoueS/wDSteuZ1q7826MS/di4/HvTW4GYTT424qPPFKtajLCnmplPFVFqdDQBLuoB5pM0negVyQNQWpgNGaAHg0tNFLmgQuKY3FLmmMaAIn6mq07AKcmp2PU1RuGyKBmRfuApqnbQ5OT/APrqW+bLBR1p8BxgDtXLiH0OmhHqXYwFFPx8ppq9KdkAVzHQVZyVBOe1d34asRZaJCCuJJf3j/U9P0xXF29qdQ1KC0BIWRwGI7L1P6CvTFUKoAGAOAK2pR6nNXl0H0UUVsc4UUUhpgcr47uvL0RbZWwbiQKRn+Ecn+lecFQqE9gOK6bxpevceIWtv4LeNQo9zyf6VzNwQkRye1c03dnbRjaJg6jNliB61zV7Lya2dRmCl3JrmZXM0gHvTRbMy4O64Y1A5yTVi4UpPKCOVbB/lVQnmg16Cd6D2paKYhw60tIKWgoKQ0tNakAZpy1HUgoBD+1FHaigoDSUppKBC1Gxp9RvQJ7ETVCevFSOeKs6PaNqGsWtsBndIM/QVSOeR6l4Q0w2WkW8bD52Te31PNdvbjECiqFlarDEqDsAK0VGFArB7muwGqlyQF5q2w4qvb2rX2owWvUSOFP07/pTSu7Et2VzvfCtn9k0KDK4eUea349P0xW3TY0EaBFGFUYAFPrqSsee3d3CiiiqEFFFFABRRRQAUUUUAFFFFADWIVST0AzXFTS+fM8hGNzE12F1KIbWWRhkKpOK4yqiAlKBRRzWgEiip1GKrqTmpxmgB+aKbThQA6gUlAPNAiTikoxSUAFROakbpULUwIn6Gs27cKMe1aErYU1jXr8nntSGjLlYvOMetWbdTuLGq6fNJurQhGY64KrvI7acbRJEPFNd8NinBMHNNlAxnGTUJFt2N7wja+ZfTXZ5EabF+p/+sK7Osjw7ai20eHIG+Uea34//AFsVr10wVkcVR3kLRRRVEBSGlqG4lENvLK3RELH8BmmB5Rrk4u/EeozAgqJdikeijH9K57VZtkeDWhEzSM8jHLOxY/jzWJrkgG4E4Ncr3PRirJHM6pMeAM810Pw08LHXvEC3M8WbGzIllJHDEdF/H+QrnYbOfU9RitoFMksziONfUk4r6Ah0y38EeALqOLG62tZJZZP78m08/ngfStYowqT6I+YtYmEup3swI/e3Ej/mxNZnWpp2y2O9QjpUHV5BS0UUwHUtJ2paRQU1qdTTQA0U8dKbinCgBwp1MBpw6UDQGkpTRQAh6VExqUnioW6UESI26Guw+HFgZtWmvCvEK4Un1NcYx5r1jwFZG10aNiuDMN5/H/62KJOyMlqztITlquAjFVIk25btU4cEYrK5bHO3FbXg6yE17PeuP9UNifU9T+X8652SUFttd54WtBbaLGxBDTMZDn34H6VrTjqY1naJu0UUV0HGFLSUtABRRRQAUUUUAFFFFABRRRQBl65KI9Nde7kKPauXB4rd16USMkCnlfmb8elYwiPqK0jsBHupQc1KIl7t+VPVIx/CSaoCNM5qwoJ6AmpEIB4QVOGJxg8+1AFbY5/hNPET/wB01YAcj7zfhTWUgfNKw+pxQBD5Un9xvyoEMn9xvyqTfGOt0B/20H+NAeM9Lv8A8iCmIaI3/umlKMB901IAx6SyH6c0oEg6PIfwoArFT6Go2Q+hq8fM9XpjeZ6v+VAGZMnyngiuf1FsNt9a6mcyBG5fp6VyV/I018VJJEfHPrWdSVkaUo3kRxJg5q/EuFqCGPOM1aXgVws7xaYwzUnbPem4yaIkSR32kNu0u3z2QL+VX6ydAcvo8BPuPyOK1q6VscL3CiiimISue8ZXwstAmUHD3BEK/j1/TNdDmvNfGt99s1pLRCDHbDnH989f0wKUnZGlKPNI5yP5Rz0rnfEJO4keldMRxiuf11AAGNc63O+RtfCHTYLrX7i8lGZLSENGOwZiRn8AD+ddd8YdXj03wFc25bEt8626DuRnLfoP1rN+DtmyRarebQI3aOJTjqQCT/MVx3x01Y3PiWy0tX/d2dvvZf8Abc5/9BA/Ot72RyJc1U8mdtzk02lPWkrM7Bc0Z5pKB1oAfS0lFBQuaSiikAlApaKBCinA0ynCgodSYpaD0oAjfoaiY1IxqJ/bmgzkyzpGmvquqw2qA4ZssR2HevcNPtRa26RKMBVArlfBGhppsAnlTNxIu5ie2egrt0XGOKmT6Ciiwg+UChkwcinKMClz1zU2Gxtrbfa7+C3wP3kgUn0HevT40WNFRRhVGAPauA8Pqp122J7En8cGvQx0rektDjrvUUUUCitTATFLRRQAUUUUAFFFFABRRRQAUHpRSHpQB594p8WaRoesyQapeCCUgMqbGb5ex4Fc9J8UPCkaki+mkI/hS3cn+VcB8TdU/tDx5qjxukkKOIVI5GFUD+ea4hyu7j5fY9K3jHQm565ffGTT4six0m6uPRpXWMH8OTXOXXxo11yRbaZYQe7bpCP1FcLjHpikMaNzinYLnUyfFfxhMCFvreLPTy7VOPzzUM/jbxbdOyvr94FGf9WQg/8AHQK5gIBIo6jcP51cjI2O3rk0JBcLnWdZuiftGr6hICej3TkfzqozTOMyTyuT1LSMf61IwBIx6c0Fe1PlC5B5f1/M0nlkev5mrIHFG2mohcYklwo+W4nUe0jf41Ol7ep92+u1+lw4/rUeMU4CnyhctJrOrJ93VtQH0u5P/iqlPiDWsYOtalj0+2Sf41n4XuaRnQDvSaQXLEms6zKwjXVtRLOQoH2qTvx617JpEDRWMMTOzlFCF2bJJA6k968U09gdWtDjjz0/9CFe56WQYgD1zXJXOrDq+ppxjCjFS1CzbAAKejZXJrlOuw5m2qaYWJU+tJkNk5zUYcZwD3xQiWegeHht0S1P95d35k1q1yHw3vXv/BsDyHLRzzx/lI2P0NdcK6rWPOb1HUUUUwM/V79NM0ue7bqi/KPVuw/OvJSzyO8sjbnclmb1J611vjjUGluoNNQnYoEsnuT0H+fWuPupFt4+emcZrGo9bHbh4WVxwbNYfiBl8g+1bCMGQN2Nc7qvn3+oRWFshaWaQRoB3J6VETeWx6z8LrcxeCYZDx50zyD3GQP6V8/+P9RbU/Hes3LNuH2lok9lT5QP0r6m0jT49J0e0sIgNlvEqAjuQOT+JzXyp480aLSfF+q2dpdSTRxTnLuBuyQGI49CSK25HJWRw06ijJtnOE9abmoHRxx5hoUErhmP1p+xkaPFRJ8j1pQR61WMPoT+dLgqMZNHsWH1ldi2CMUVSJbnk0KGP8R/Oj2LH9aXYu0CquHH8R/OlxP2Y0exkNYqPYtUVW3XP9z9KkRpscxc1LpTLWIgyWnCow7d0INBcDrkVPJLsWqsHsyTOKaWpPMBHWoy49RSsyuePcVjxV7QbL7frMEbfcQ+Y/0FZzEY6iuy8F2iJp898eXkbYPYChoi6bPRNOj/AHQPTJya2I1rOsEBtoz04BrUTpxUF2HU0/dzTiecUyV9qEdzSsJlnTJPL1K1YDnzVH616VXmWlKZdUs0A5My/oc16bW1LY48R8QoooFFamAUUUUAFFFFABRRRQAUUUUAFZuv3L2fh3U7qMkPDayyKR2IQkVpVn601umh37XYBthbyGUeq7TkflQgPjqWf5s7s+5qFp4m4f8AlV2a3hJ+VeOw9KrSWyEfdArqsQyIo4AZG3L7ULNg4YYqMLNbnKfMPSpt8cyZAAYdR6UgGOQSCp4zTfO2qVpGUDpUT80ATxybiPrU+cmqUZwashqaYEmRSbgOgJpy4IpSFHWquBHuY9BTdrE80/eF6U0uc9KAARgdTTX2qOBQWf1qJ8kVLAn047tWsgP+e6fzFe4aef3fHHJrw7SsrrNmev75P517jpo2wKDya46x2YbZksl0FuhAW+fGcVO0hSPO41lNDv8AFU754S1iXHuSx/wqXV5ZY4baKEHdNcxxkj+7yT+gNcx03NASBYmkZgEALEnsKr2t2s0P2hFOzlh796XVCBot8oH/AC7ydP8AdNVLSVYtERz0WEsf++aaWonszqfgu7SeCJWY5zfzEfiFP9a9Gryf4GarBN4evdLGBNBP545+8jgAH8CuK9Yrre55otFFFIZ5Dc3Mt3qN1cTZ8xpWyPTBxj9K5zW9RthBJDM0keeN23jP1rrfENuLPxDexoCFdhKB/vDP881514rulhjaKUMhf7uehNc8nrY9Wnb2aZs6Pdi601JA27qM/Sum+HuiJe+JrnVJcFbMARr/ALbA8/gM/nXn+hzG30KEDJZssSPc16V8KLrfeatEc52xP/6EKIbmVe/Jc9PwBXx94ml8zxRqzF2fN7N8x7/Oa+urqdLW1muJDhIo2difQDP9K+PLk/aZpJ2HzSOXOfc5/rXZSWp5sjMkVeuRUOF9avSQg9qrPEF6CtmiUQbwOKNwNKUGaaRipsUNanIOKaaevSkgAtijzcdM0xzSA5piLCSNuB5P1qYSO3RaijIwOKsKwFWhDfmoIJp26gsAM1QtSAxk00xDvU5cHpmonb2NQ0ilcgkVRwK7vweceHSSP+WzVwMjcnrXe+HD5XhuIA8sxb8zXLWslodWGbcj0bTHBgQe1aLSBOAQfpWJZbhbr2P/ANaljv0muJIVfLRthvrXKzvNxHGMmo2wzM5Oewqg0zAjLdaS4mW3tzI+ccDA7k9KQrHQ+GiG1+2HX7x/Q16KOlec+Co/P1tZDn93Ezfngf1r0et6exwYj4hRRQKK0MQooooAKKKKACiiigAooooAKwvGSq3gzWg54+xS/wDoJrdrkviVdiz8Aas+7DSRCIf8CYD+Waa3A+XHeQn/AFY/OmM0hXlRVpgueopjdOD19K6zMpPvAqsfMBycVoupx1JqtIpPWpaGVTIehppbNK4x2qPIHeoYD04yafupo68Yx7UjHA4oQyUOfU1KnI5NVFJzUoYiqTEW9oxRuWq4Yk1IBmrQCsy1C7D0qUrxULACpYjU8MQRzawJZsBIEMmCep6D/GvXNOu4/LQ7sHrXhTErkqSGweRXqlhcQmytmY5/dKSf+AiuOstTtwz0aOgs7hZtR1CZTu/erHx22qB/U0moXKDVdJQsP9ZI+D7Jj/2aud0C4nXTpZVYZkuZWOe/zUtxdSXOvx72ULbRYwOzNyefpisLHQdLqd0v9l3gyAGhZR+Ix/WuQ1PWLiw8O+SzDfMPLj9cY5P5fzqLW9ZtbNo7dnLMRvZV547CuSvL+bULkSykYAwqjoo9q2pU3J3ZjWrcqsj0n4FTNH4wuolVyslmwbA4ADLgn/PevoavAvgNcIviTVrY43taK6+4D8/0r32tp/EcYtFFFQM8+8dwCHUbW628TRmMn1KnI/Q/pXlPjYebZg+XuC45x0rD1r44+JddtUgurDSECSeYrRQyAg4I7yHsaw5PiPq8qFHtLBlIwQY36f8AfVZODbudlKvGMOWR3fhu3FxoVsFPCoRwM9Ca0dA8XN4R1qa4aAS2swEc6jhgoPVfz6GvLdP+IGsaZG8dtHaBGbcFKMQp9vmqC88Z3t7FseyslbndIoky2fXLkfpQoNMc68JR5T6T8V+O9B1XwJrKaTq9vNdtbFFjDYf5iF6Hnua+fCk3dh+Vc9FrVxFJvWKHOMYwf8akPiG7J/1cH/fJ/wAa6aUlHc4Zq+xssrY561CyZGSKyjr10f8AlnD+R/xqNtYuWz8sf4A/41o6kSOVmi6gVCaoHUZW6pGfwP8AjSf2jKf4I/yP+NS5oaTLjCkD44NUjfSH+FPyP+NNN1Iey/lU8yKsXXaiM81R+0vjGBilF3IvZfypqaFY1wM1IBWQNQlH8Kfkf8ad/ak/92P8j/jVKpELGxtoI4rI/tWf+5H+R/xo/tSf+7H+R/xqvaxCzNXGKjcVm/2pP/dj/I/41eWRniRj1Kg0udPYLEMg5Neh6DatHpNhFJ8rOc4PYda4FGRZ42kUsgcFlHcZrudP1yLU9bRYFIijQsMjGO1c9ZNnThrJ3PQrZP3YFZelW6l7u4I/1tw7D6Zx/SnNqkNtZSSmVcheOe/an6cxisYFIydoz7nvXMdwoMk2vJCv+pgiLuD3J6f1qxqpXbbjp+96fgaoaXepJqGpTZ6yhF9wox/jWmNI1LxDcwQ6enypJuklP3UGO5/pQlcmTS1Z1ngCIteXko+6sap+Zz/Su/rJ0LRYNDsBBES7nmSUjlz/AIegrWreCsjz6kuaVxRRQKKogKKKKACiiigAooooAKKKKACvNPjXNjwhb2+4gzXakj1Cqx/nivS68d+OF6FbR7PknEkp/QD+tVHcTPGTbKvqT7mmOgAxVhpOMhDURJP8B/KuogrPIqjA3E/SqzGU5wn41eKP1CAUxkdhySPpSaGZrox64qBk9q0GiAH3j+VQvGMVLQFMEqeKdv3AgU514zUPQ1ADgTuqcfSq4bFWFbIB6VSAkHA6U4PgUzdk1IoB61aAQsSKjYk1NgCgqMdKTAptnPWtaz1+a1shbvH5hQbUYNjA96pGMHtSeWPSs5QUtyozcdUdJpniGG10tI3lAdcll7k+1UG8RsBNIsZE0hPJOQPT61jlMUhHFT7KKNPbysPaWSZ2kldndjksx5NPRqiUYA+gqVOCK0XkYtno3wYuBH8RrdQdpltpo2/2hjd/7LX0tXiXwN8OWUv2vxDIGa7hf7NCP4UBUFj9TnH0+te21lPcpC0UUVAz4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAraiGLeL/cH8qxa3YQPssP+4P5VpT3EyBz0rf8ACc0cN5PuxvZBt+meaw5AKiyyn5SQfUGicb6DhKzueh3lzFdSQQBsBX3yD2HQVan1j7OhjiuAZMYC5Hyj1NeaBnBJ3Nk9Tk805SS3Jz9ay9idLxPkd4uuWWn2TbZPOkwSEQ5JPua+kPDGmWmmaHbpaxsqzIszlmyWZlGSa+R9ItWvdTt7VQWMzrGAO+Tivs2CJYII4kGFjUKPoBim6aiYzqynuTUUUUiAooopgFFFFABRRRQAUUUUAFFFFABXiXxoZTr+nAH5hanI+rn/AAr2w18//Fec3HjidN3EEMcX6bv61dP4iZbHCMB3FMOMVP5YONx6UhiXac5+tdJmVG2gHJP0qB2G33q2UjGfWoW2+lAyi+c9KruDjFX5H5x3qrI3B6UmUio6HHWq7rzVp6rP1rNgRjg1PF83FV26GiGXDAHgUkx2NAR+tOEa9xmlDEjNKDzWghypxT9lIDwKXBNOwgKqOtM3AdBmpAueM0pUDpRYCu/0xUR6VYlGTUO3k0hibT5aN2Kinpxim/8ALNPp/WlXrSsB9FfAtg3g68G0DF63Pr8i16lXlnwIH/FG3h/6fmH/AI4tep1hP4mUhaKKKkZ8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVuwf8e0P+4P5UUVrS3ExknSoqKKpiHL9386VetFFIDsfhnGsvxD0VXGR9pHH0zivrRaKKioCHUUUVmUFFFFMAooooAKKKKACiiigAooooAQ183/ABCYt451cnqJgo+m1aKK0pfETLY5kUrfcooroIKj/dqLtRRQBBMBkfSqsnQ0UUmNFZ6rt1oorNjIZKjwDRRWbKNSy+aBM88VYCLnpRRWy2Ie49VHpUpUAcCiirAjNJ2oooAaeQc1D3oopDGn/Vr9P60L1oopAfR3wMUL4FmI6m+kz/3ylenUUVzz+JlIWiiipGf/2Q==", "path": "002178.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002179
Men Tshirts
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", "path": "002179.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002180
Men Tshirts
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", "path": "002180.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002181
Men Tshirts
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", "path": "002181.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002182
Men Tshirts
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", "path": "002182.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002183
Men Tshirts
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", "path": "002183.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002184
Men Tshirts
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", "path": "002184.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002185
Men Tshirts
{ "bytes": 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", "path": "002185.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002186
Men Tshirts
{ "bytes": 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", "path": "002186.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002187
Men Tshirts
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8fXUzHyraNPqSazZfFmqyZxMEH+ytc7qI0SO1iiYHkKoTAwh3QRfX1Natvbn753kuMmRD87D3/urSpbqpRo1QZdVSS2+6Cf8AY7n3rrbHR7e2RWeNZJiPncj7x+lcc6igtQp03U2MW1sZrwqYEUIMAXCjaF/3R3PvW7a6RbwbWkXzZRyZGHJ+vr+NX96gdaYZvSuSdaUtNkdlOhGOpKBtxTs1XEvrSGYCs0jZk5YCmGULzVZ5jjrVWWf3qrCLUl3g8VUkuiSTSW9pc3pzGuEz99zgf/XrYttFtocNN+/f/aHyj8P8auNNsiVRIxoIrq7P7mJmH948KPxrQh0VAA1zKXP91OB+fWtc/LGB0AOMComOD+NaqmluZOo2UbnSbKezmt0toUMkbIHKbipI4PPpXnekeGtcg8RJbanJaxqZJ5FliON4Kg/Ip+8oIXJ4Oc16gTkiuc1bwdaaj4wsPELXdws9sqqIVI2HbnBz1H3jkd6tJbEN2dykRNbSeVOuD2I6N7imTosy9a6iW2jMZQxqynnawzWTNpcRJMbvH7feFZSp9jop1UviMi0ubex8zzoWDOeJiu9QvpxyDSra6ZqbZs7q3+1AfKYnAY+xWr0mkyshKSoeMDIIrAuvDs7SB0t2dl5DIQSD/OotJLVXRsvZzldSszT0q6l0/VEa6ZmMqjDnncOx/Dp7YrZfQ7RpCVidMknMbkZz7HNUHSQ2FmwhkM8D+eyspyV5DY79SCR710VrKs8fmKWHTO4Ec9a0hBN2exhVm7XT1WhRj0KIH/XTj67T/StCLTYIV3NJKR6ZA/pUu5j3psZM0gkzmNfu+59f6Cr9lBdDB1ZvdlqKG3hGdgLZ784qfzARVZVy3tUmB6dKtJIzvcm3riop4La6Ty7iCKVP7siBh+Ro3BR15phk96YGDqHgDQL7LR27Wkh/itn2j/vk5H6VyGqfDjVrUF7CWG9QdFP7uT8jwfzFenrNxxUgfPXHoKVkwPAbi0urGf7PeW8tvMOdkqFSfp6j6UzPNe76lpdlrFm1rewLLEeRnqp9VPUH3FeNeINFm8P6u9lI2+MjfDJj76e/uOh/+vUONi07lBWxWl4f/wCRj0zH/P3F/wChCssNxzWl4fI/4SPS8f8AP3Fx/wACFSiuhc1Rz/a171/18n/oRqsHOOCasamCdWvcZ/4+JP8A0I1XVcj7uaze5qloL5zevNSrIH+8M/hTFgduiVMlrJ/cI/GjmCxG6RPgmMEjkZ7Um/ccDvx0qZotvVW/KtbwtYJf67DuUGOH94wx6dP1q1JvQTSWp2/hnR00nS03AfaJQGkb+Q/CtYH5BSqQRTCcRit0jmY12+YilH3gabjPNSDpVCAioZOKmJxUT80AVyxzXL39lbDxjE80QKX9sVLZwRJHjH5qT+VdQw5rn/FtvcSaQLq0GbiylW5QeoX74/FSauwDZ/DQY5guMD0dc/qKrf8ACNXIPMsOPXmugtJ47q0inibckiBlPsRmsXW55tSu10KxuDG7DdeyIeY4jxtHozcj2AJqfZxLVWSOesfDx8RXZu5XK6fbSYtjt4nYdZMH+EdB+ddbb6FZwj5g0p/2jWlBbR28CRRqFjjUKqjoABgCp1UU+VInnkyFIljXbGgRfQDFSKMGnkUAZpkjgTSigDFLQMKXFIKWpYC1BeWFrqVo9reW8c8EgwyOuQf8DU1DNsAA6mmB86/EfwQnhTVIns3kfT7nJi38lGHVSf1FcZsxjBNfTvivTbHVdBnj1C38+OH98BnBGOuPwrzaKx8LLgwaZFKexYk1rCm5dROVjy4IPWpFjLNhFLH2Ga9REumRcR6VaLj1jFOOoxxD5Egi/wB2MCtFhvMXO+x5rFp17L/qrOZ/ohqzFoGrTSrGLSRc9yMAV3h1uAf6yYH8arP4ks4PmWXB9jT9hBdQ5n2OvtpIhqEEztGxDcOw2MeOgX0966pr2MRfKea88+0u7hS0gkcLgTL87/8AAuirWxaXqyxAh8nocHNeXXWqZ04VqzR0n2kbRz1ppn9CKyPtAHek+14OSa5rWOo1/Pz3pDLjqazxdJt3FhQJHm/1f3f7xp3EXGkZ3CRjcx6AVZgsTuV58N7dh/jVbR5fLikR9rTRyfMwGNyE8fpx9RW8VABB+lbwpq1zCpUd+VCIWjkHoeMelWfMK+4qsDvQg9RxUgbdFnuOta2MCUyKyHnvVeZ+Aw6GkZv3bY9qYH/dsCMg0DTEWTc4Bq5woBI6VlwsWulOMKK1iMx0IcmVZzzuWopY9wBUdakdcmmoQDyeKQX6kEkYERA61ViQ78Dr71dmZWBx+tNtYssSaq5I64iKJDcDl4WyfdTww/Ln8Ksu3GBz70XJCrjtWLZ6pNcajJYi3BVNwWVc8AY65GO/bNO4jUO6ZjEucD759vQfX+VX4kATGAPQCoYYRHEAB7k+9WEx9MUuoCgUY75pR1NKOppgQuOvHNQtnHSrJ+8ehxVeQhQc9KTGhY2LjNTMMMB6CorRcID61M2CW7c8UIHuPU4rkviJpP27QBfRjM1ixk47xnhh/I/hXWLSTQpdW0sEozHKpRh7EYNNiPn9elaXh/P/AAk2l5/5+4v/AEIVnzQPZzy2sn34JGjb6qcf0q74fOfEml/9fkX/AKGKxRobGpmL+1bz5c/v3zkk/wARqvvBI+Q8egwKvagqjVLzp/r3/wDQjVRnjTl32j3OKxd7nQtgEj4wqAfjRukznIFV5NV0+IZa4j49GzVOXxNpydNz4/upRYLo0zvbrIT9BXb+B7FobW4vHz++IVc+g/8ArmvKj4rjdwlvbuzk4AY45r3TSrY2mkWsJXDLEu4e+Of1rWlHW5jVlpYtAlcj3pGJHFBP5dqaGzwe1dVjAcnNSdqauO1OpANY1GacaMUAQsvNRyRq6FWXIIwR61abqKY69zwKpMDibXUJfDFrcafcWs8zROUsAi5FwpyVAPbHQ59K2NA0Y6baM82GvbhvNupe7yHk/gOg9hUF1qSvrNu4tWaBFIEpYDBPTjvkV0abWQMOhGRTuBHtOKdj2p2KKAG4pQKUCnUANooNJSAWjOKac9qM07APHXP41XDGV8+pwKdcPsjCL956bvWCJnPYYUe9NCK9ziXzIuqkFD75GK+c9YuLrS9TmiXK7XIwPUHBr3nWL99M02WWIK9ykTzLG38YXBbH4GvF/iGI4/E7yREPb3Ki5hcdGVwD/OqfSw0c3JrN7I+d7ZqNry+mGGdj+NT27xMp3AZqcPGo4Aq0m+oXM7yLmT7xb86kXTZG+8xFXkuF56U43A9cVSguouZnrkmjQwW0kUW9lbG4OxYtXDzXWt2N28trLG6ZwYXT5Rj0xgivUGB4wBWbeadFOxbycnvjtXO0mrMV2ndHn6eN7+3kC32ltt7mB936HBratPGWi3K4kuxC3dZgUP61dudGi+YqodPQ9f0rLk0m3cHdEnT0rGWHi9jSOIlHc6G21DSyqzRvHKrcq+7IP0PSrMmuQBf9agz/ALQrjkt7vSW8zSbprYN96MKHif8A3kPH48H3rQt/ENvMwj1/QoDzg3FmpI+pTr+RP0rJ4VrZm8cUuqNa11d5dXthbSL5skixKCchgxwQR/npXpE6cll6d65DQ7TQWxeaNFZPIvIlQB3Q/jyv6V00V3KQBLhvcVdOm4KzZFWopu6QB9km7HXg1KGEUnX5WpJIhIuU/KoQ2+Mxtw6VZkOclQyn1x+tIWwhqKaYeXHIeOdrU9j+7P0pMaI7X5puBmtYnCVmadzMx+laU3yrQhyKM77j1xg1EpFPlpEiZ+cYHqaQmNcHAXHJqHRdc0nVXuotOv4LqW0fZOImzsP9R15HHBrK8daLqWr+EL200q6eK7KhgsZ2+co+9HntuHH1x618++FfEV14S16DUbZSyL8k8OcCWMnlfY9x6EU0B9TsNxyaZAkcUjFVAZgMkDrUVhqNpq+mW2pWMgktrmMOjD09x2PYj1FLG2ZXJ7DAzSYI0FbilLBRubAUdz0rz3xz8S7PwsG0+xEd3q5HKE/JBnoXx39F/PFeOtqXiTxjfNBJcX2p3EvIgQkqPTCD5VA9e1NIR9Thqdnk1R0tbiPSbJLoYuFt41lGc/MFAPPfmrJOKYCk4Jwaqz/M6jHepy9RKAWNJlIsx/KpY9qYGpzKTGFHOTz9KTMaHBO5vQU0SSJnBOKenc8UzzD2GKWMevegDxvxta/ZPGF8Bws22Yf8CHP6g1S8PH/ipNK/6/Iv/QxXX/FKBA+l3AUbz5sZYDkj5SB/P8643w83/FTaT/1+Rf8AoQrJ7lrYx9f1e4Gvain2iQBbqUDDYx85rEl1AMf3km73JzW7rXh6P+2tRuHkRfMu5ThmJ/jJqtHpFmnMkyBf9laXIaIwzeq3CZP0FRmWdxlYXI9SMCuristLAwZGI9hinGPSUBURM59zT5QGfDnSJ9a8Y2okiH2a2/0iXPPC9B+eK+i+QOa4n4Z6fHFpVxfJCI/OfYnHO1f/AK9dww4rSKsYyd2QPjn0qt5mx+eVPGfSp5aoTPgmtokGpH90U+s+5W4uLJBbMVZiDuDYwMViX1pqdhZzXhuXxDaSs584kZEfUA981DGdR60gPNeQeELHxz4i0WLVbfxbJDE0hXyplLEgEZ5xXV+J/EepaV4s8N6XZSR7L+Ui4DpuJXco49O9AHaN94CmzjMRXHUYrkvGXjC58N6zollbWsU/9oSlH8xiCo3KoIx/vH8queL/ABHfeHY7eW00SfUom3+cYiR5QGOTwff8qYHLy2stvqcUF437szKtsNhYhiMLkg+xOTXo8abIlUdAMV594X8U2PiXWZJF0vULceWbnL4aNtvoRXXv4isYw3mLcR7ezRHnoOPXrQ2Bp4o25qvb6nZ3Su0MwcICWIB4AJB/kaaurWDkgXUeQASM9M0XAt4wKKjS7tpWVY542ZhlQG5P4U88UIBp600nApSahZsVSQDwabuDSAHgDk01JAQfaq5YyAqvWRsfhTsIliLTyPM3A6LnsKhaQXEgwP3afd9z60+dicW8XQD5j7elCIMccAd6aA4Hx/qv9k+IfC8zMBCbiVJh2MbBVYH8DXnPjyGSwlh0qZcHTJXggc/x27/PH+WCK7v4gWC694n0fSh/y0tbpoz6Pt4P5gVzHidk8UfDqz1gnbqmjstpeofvY6ZP4gH86GCPO45WVutWVnJGM1RFPRuaaZRdDkN9RT9zcVCnPWrKpkVotRH0J5e47ST9AMU0rzyuPdqQyP1Xduz2FIXIB4GfvViSRPb+Zn5gG65JqjJZK+Q2FcdGHNaJc7htPGMjaM1HIpbA2jPbNAmYk9qo+Xg56E9D9BUAtVcYcBieD1P0rdcAKQQMEA4PNVJIGOdjMV9OnNMgxn0uAOJl3RTAcSxEpIPxFXrTxBren7FYDUoOhEpCSj6OBg/iPxqUgbtqqc5zjGDUTowOGBGT7ChpME2jqNL8V6dfyiATG3uT/wAu9wNj/h2b8Ca2ZCWIZeHHt/OvLryBJkKTrGwP8OMk1BBq2r6SALG/kaJTxb3X7xMexJ3D8DUOHY0Uu56ZdMGhk4+VxnA7MKdFIWtVY88c1wVr8RLWa5W11WD7BM2MPv3QyH/e6qT7/nXd6e+6yzx944I7jtWbVi0XNNPzsQcjIrWkUFeRWZYKFkbA6mtR/wDV0kVIpBE/ujNJ360uSGI7U0cHmgTHkHANeHfFzwUmnXDeIbKMrbXL4uEQcRTH+L/dbn6N9a9xx0qG9s7fUbG4sbyITW1whjkj/vA8Y+tCEeB/CzxwNB1BtH1Gbbpd2+Ukc8W8p6H2Vuh9Dg+td18SPHq+FbM6fp0inWbhcrjn7Oh/jPuf4R+PQc+M6/pEGi6/qGnQXcd5BBKUSZGDBl7ZxxkdDjuDWTDY3F/fQ2tqjz3VxIscacksx4A/z2pgbfhXw3qXjHWTaWzHJ/eXN1LlhECeWY9SSeg6k/jX0l4X8L6Z4W0z7JpsWC2DNO/Mkx9WP8gOBVLwn4ctPCehQ6ZbYaTG+4mA5llxy307AdhXUxYMfSkOw1HAbBqVxlcjpVST5Sc1Yhk3xY7imIjbOe1OiGajc4JFTwDjNT1H0GybnkKAkKo5x3pURU6fnSRnI3nq5z+FPAJOaYhyjPapkFMHHSpFGBTA4z4iaVPqdnYGB0UxTNnd3yv/ANauW0bwpc22tabcPf2ZEdzG5QMdxwwOB711nj7VTpaaQ7AeTJdlJM9hsPP54rLjhH9uWEy7QpmjBwOvzCvLxNapTrJR20O2jRhKm299ThNXeK8vtRjUkyx3khznoNxBqH+y02BjPn6Cse8uHj8R62I3IIvJiPpvNKnid4k8sxKSO9ek0zBGwmmQ4z5jYPtT49KikkULvdmIAAHUk4FYEvimXGEVVplp4wvbW/tJY4xIUnRigHLgMOPxosFz6Y0fT00rSLWxQcQxhT7nv+tW5OBWfba3bzQo8iSwswBKuudvtxVkXtvMMRzox9M4NUmjFpkEz4qhM/Bq3cHk54rOmZcHmtokl7SLjzbdkPWNiv8AhUXip/L8I6ww7WU3/oBqDR2C3EwB+8Afyq/qtgNW0m709pTELmFoi4GSu4YzipkrMDy7wH4R1yfw7pmp2vie5tLV2Eps1U7SA3I698Vsaxi9+M3h+E9Le2eUj0PJ/pXaaBoqeH/DlnpKTtMtsmzzGXaW5Jzj8a5jxn4V1e71Wy8Q+G5ki1W2UxsjkASIfrx6jB6g1IzD8fn7T8VfClp1CsjkfWTP/std94suhaeFtVnzjbbSc/UY/rXHeHPB/iC68XL4k8WXELXMK4ghiIOD2zjgAZPHrW18Tp/I+H+qMDyyKn5sBTAPDaJZfC3TI5WZVNmq5CMx+Y+i89+1Z1o2hpIRd6m9qpHy7J7mE5/4Hx61c1DWrXw14M8PRXNvNP56wQokTBSDsHPPbmrGuRaZoOkzX93c3UVvEVDsnzk5IA4pAa2j2VokTXNrqM9/DKu0NLMsqgdwCB+dXW0+zYMGtojuxn5RzWQmv6Ponh6xvb3UfLtLkAxTTRlS+7kZAHHFWdP8U6DqkgisdYs55D0RZRuP0B5oAuDTrNLlLhIFEqDCsM8VMzU5+KhduKpANdsVVlk4p7vzVGaTBxWiQhWn2kjNT2oKwiTGXccD0FZUr/NjNblsFWBWduAOgpsQsVvwRxjOWaopZBOfJg4jH3n9aeyyXXBPlxD+Ed6bMyxL5UY69TUrcZwWrSK/xe8PxLwEsZiPx3f4VzHjvTpPC+p6ncJGX0vX4GR1Uf6uccg/mM/Qmt7XY7iL4v8Ah+WOKRo/spRmVSQoJYcntXYeJdBj8R6A+nvgNvSSNj/CwI/pkfjTYHyyDUsfWpLy2NtqFzbkYMUrofwJFLCmTUooswrk9K0Yo8jGKggESAF2A+pqc6hZQjmUE+3NdEbLclnumTnHLA96QuQF6c8UjEE5AzkZGTTj90EsM1gZgAwByVGDwSKjJJBAbIHoKeRhslmOfyphY8jGf1oAjkjJOQTtOD1qMLgsc5+nT+tPkIICksR+tNDYzhF9MHnNAETjPyjIAHYc1Vlj6Ed+oJq4ZH3DheOuO1Ru2EYtjgf5/lQBj3W4MRsAw3YVl3IJBB7j+XsK3bh1dGOAAR1yeKxroOrFgWKkdlwKAOL12Lc4YqcEc4XAr1D4T30tx4PaCVy32S5eFMnlUwrAfhk/hXmmtY298jk55rufg5KTpesRf3LmNwM+qY/9lrOZrA9W0/7zk9c1qEZSsvT8nd257VqZyves0Uym6HJOKYAc55zViSqtxcQ2lvLc3EixQxIXkkY8KoGST+FICbaRxXi/xK+JoYS6F4euMryt1exHr6pGf5sPoPWs7xv8S7rxF5un6U8lrpP3WPKyXA/2j/Cv+z37+lYXhLwTc+LrhorclIU4lnx8kA9/7z46IPqSBwa6CMPS9D1LV0mXTLGa6NvGZJBCudijnJ9M9h1OOBVfSdUu9G1a21SwcJc2770JGQexBHoQSD9a+qNA0Cx8NaTFp+mw+VAnJY8vI3dmPdj/APWFeR/Fb4fjTp5PEekw4tJG3XkKDiFif9YB/dJ6+h9jwXA9J8Oa/aeKdBh1WzGwk7J4ScmKQdVP8we4Irp7Q+ZDXy34R8XXvhHVvtEGZbSUgXdtniVR3HowycH8Ohr6W0HULbUrGC+sphLa3CB43Hce/oRyCPWl1H0LEwOT2NOhbAqa5THI6VVQkEmmIJOH9qlkYrbMAcM/yj8eKhb/AFwFLM2Z7ZPUs35D/wCvUopllV5GOg4FSZ29Kj3BF9+1IuW5zQiSVTuPvU46VEowKevb86oDzf4wyf8AEu0mLHDXDt+SY/rVfwRdrqVlZ72zNbzJG+fYjafyp/xjOIdFX1kmP/jq1yfgLUv7P8U2kTZ8m7kSJh6Nu+U/nx+NediI81RfI7KMrU2cVqNz5XjXUkP3XvplP4uazb5TFdyIexp3iRinirVXHVb6Y/lIam1vBuIZl+7LGGr0uhgZzE11fw90X+1vFEEjrugtP37+mR90H8f5VyY5Ne3fDLRW07w+byUASXpEnuExhR/M/jWU3ZFwV2dsQAv4VSuSCpyBVuRsCs65fg1nE0ZVa9uYT+7nkUemcj8jUT65dxqSwjce64/lUE781g69qkWmafJPK2ABwPU+lbxk0ZuKNzw941t7vxYmktGkcrIcESZyfTFehy3LQxq6RNLlgpA7e9fKfgvUZB8S9JvJCS0t2oY/7xxj9a+rkGUFa3ujme5SXWZPkWXT7lQyk7gMgY7VJb69YyKuWlRiu4q8ZBUZxzVyYSG1kELASkfKSeM1nGPWh5jobdxucqjAHjjaM8e9SBYg1Syu5/LguUdyCdnQ8H0Ncr8VTu8FmHvPeQRgfVv/AK1dFp0U5mke7sbeB0wI3jAywIy305zWH8QIPtsfh+xAz5+qxE/RQSaAMzx3F5niLwRpOBt8/cw9lCj+lJ8XrjZ4JaP/AJ7XUa49cZP9Ki+Il8NE8eeG9bvI5G0+AOrMi52tnn8cEGue8eeKdO8XRaTo+hyyXcrXQdwImGMjaBz9SfwqlsBP8VgYPCXhSxU4OwDH0jUf1q140+HWgaV4Vm1ayEtld2sauP3pKyNxxz0P0qP4txibX/C2nA8FtvHu6L/SqVp4Vvdd8X6hoPiTX76RLA+dDEz7vOjJ6qT04x2oEd94D1a81bwXYXV8xaf5o97dXCnAY/UV5x4v+IerTeJW/sW5lh0zT5VilePBWVi2CW9jggfQ11vjrxDbeE/C8el6bGUurmM29rFGOUXoW/XA9zXmY1rRbT4eXHh99PvbbUpWWZppEG2SVTx7gY4pge7m4Eiq6fdYZH0qrOxzmqGh3X2vw/ptyDkS20bf+Oirkp+UGtFsBTvJhCqOT1YCujtE32yA9CMnFcjrMqx20btjAkX+ddpZL/o0fT7o70nsFh8rCNMdOwFVo4i7ZPWrbIpOWcUxmUDaoY/pUpgQY3ybUB2jqanEfzY9KjaeO3j3SskY9zis2XxVo9skskl9EFjGWIOQKYHz5480a4sfG+sIqqI2uWkQ57N839awYtPuJP48fSut8ea9aa54nnu7IP5BVVBcYJIGCfpXOx3AUdaIpdSgj0MvzJJ+tW00KFRyc1Gt5gdamW//ANqtkok6nuLg4G485+tIWO1hk8c4yBTSThs9uh60gf5sKFGc8etYmYrnC7mYZ7Y5P60M5OMDcSf4iTTdpUMM4PUg/wCFJgAZYjFADjjZhivP8OaZ8ytgKqrjI4/xpcH5VX7vqBTSMMCSM56jmgCJ3wWBYk56ZqCQ7vQYPappI+SeQMYxVWVgo+X1z1oArSlsjCtj7pIFZ10dw28vk4OBmtCd/kKk4PBAFZ8pJgYgt065xQNHIa7A8ZLYAQ9z1zXTfBucrf63b5B3RwyD8Cw/qKx9TCsCWxgn8+fervwsVrfxteogPlPYkt653ripnsXHc9u085ZvrWn9Ky7DBkcd+K0xkDFYo0kRuB9Kp3luLmzntzt/exsh3IHHII5U9evSrzDOahPBoYj56sfhb4jl8QtpM8Hk20RBfUMfumT1T+8x/u9j1r3rSdKs9E0uDTdPhEVtCuFHcnuzHuSeSavYB5xzRxRcQcUyaKO4heKVFeN1KujjIYHggj0qTGaMce9JID5n+IXgqTwhrn7hWbS7olrZzzs9YyfUdvUY969H+CVrqFv4du57hmFjPcZtEb2BDsPQE4H1UmvQ9a0TT/EGlyafqVuJ7aQg4yQVI6MpHII9RUthp1rplpBZ2cSxW0CBI0HRQKoC7KuY+lZ5+VsVok5XFU5VGc5pMaIR80wpsh/4mUHH3YHb82Uf0pyY3k0pGbkt6RhenuTUj6k6qX+YnHtUqgU1B8vPWngHFNEjxT6aoFL3waoDy34xvibRFz/DOcf98VxPhnH/AAlWj8/8vsP/AKGK634wSZ1bSos/dt5G/NgP6VyHhgj/AISzRx/0+Q/+hivPqv8AenbTX7o4rxNz4n1j/r9n/wDQ2pXl+06HbSHlonMZ/LNM8SH/AIqnWP8Ar+n/APQ2qHTZVbTLu3Y4YOHXNegjnZe0PTZNW1i0skGfNkAb2XPJ/Kvo+GOO3gSKNQqKoVQOwFeW/CrSAZLnVpF4QeTF+PLH+Qr0ySTANYTd3Y2gtBZpOtZlxJ15qWWXOeaz7iXANUkUyrcyhRmvJPGuujUrsWsLEwwMcnszV13jDXTp9p5MLfv5sqv+yO5rymfPJrRI56kuiLGgSmLxTpMgONt5F/6GK+yYun4mvjTw9E0/iXTEHU3cX/oYr7MQY4rRbGLJD0p68LTe4p56UgID981z+tKJvGnheA8hDczkf7qAD+ddDjL1gzET/Em0U9LXS5XPsXdR/IGhgbOp2lte2pt7uCOeFuqSKGB/Os3SPDGh6RO1zp+lWttMwwZETnH17UtzqtwoBexeQEtzCQ2MNgfpz+FSW2t20jmLyrhGHHzxkds8etAFPWfCOm67rOn6pdtOLixYGLY+FOG3cj6iqXifwe+p+IdP16yvzZ3loArfu9wlUHODz7kfjW/Dq9hLhluUAOT83HQ4/mDU8s8UyAxyI+c42tnNNasDhI/B89x42bxBqt3HciFcWcCoQIeeOvXGfzrodWsItR0y5t5YUkMkToNygkEg461cJyc0NyK1sScb4FsdS0/wlb2Wq27QXEDuiqxByvUH9TW3KeCKvzdKoSnqaOhSOa8RyltJkUcFWB/I1s+F/Fn9qeH7O8NoA0sYJAfjPT+lct4wuPsVhdyN90wufxxVf4YXAm8IwJnJiZkP55/rWc5NI0jFN6no8mt3BH7uKJPrk1Qnv7yYENcuo9EG2jAqNhWDmzZU4ozLu2WfJk3OfViTXnviJFt71oG+6y5A/SvS5Rwa8s+Ijtb6nZuP4o2z+BFdFGVtyKq00OMkkIcgnkHFM8w+tRyPvmkYdC2aTNO5iT+acUecfWoM0hajmA+kCQSSvXHcmlLMuCuAMc+lDLnnGBgg5pgABGD2pmJJuxnnjA60mfkYAHPqaQs2BnC8Y570Izbm4PXOTwOaAB138jGc8Z570jggYZiMngng/hSEuEyv445qN2yx28nHJP8AjQAxmBPEe7vkD/Gq0p+Q5+T8ealkILHJLY7L/jVeVtqHO0HngcmgCrKPlOGOfpiqEyAKOeMeversi7d2ApHv2qpK27+In029s0FJGDfxptYpyoHYHFb3w0t9t5qt9tA2+VACPclj/IVjXqr5Jz39+n1rs/AtmIPBrXAADXNxJNwOwIUf+gmpm9CorU72wJ+0P6gD+tapIIHPNZFgQZ0b/npHn9f/AK9a2MDpWKLY1ufam4x1HSnH3pD+lDEKDz7Up7VFu2sKnUhxQgGjBzxSgY/rTthGelLnBpgNC01mVfShnOSBTBGxPPSgA3tnIx70yTkZNTbQBTHX5TUsa3KsYHzdqIwTNKSeNwH5Af40gOFb2qgdbtoLhrdEknuA2WWPACZ6ZJ9hUuSjqy1Ft6G2qDAGakVMcdqzItUnKg/YGHt5wz/KpxqgXmW1uEHqFDgf98nP6URqQfUTpyXQvhaDmoLa+tL1Sba4jlx1CtyPqOoqwehzWidyDxb4sz7/ABdbx5/1dkv6uxrm/DR/4q7R/wDr9h/9DFbHxQ58cSgdraEfoax/DWR4t0bn/l9h/wDQxXm1f4x3Q/hHDeKW2+KNY/6/Z/8A0Nqg8P6LqGvXRisVyxYAknAGa1Ne0bUb3xdqkcUSgyX0wQZyWzIcYFev+CPB8XhXTCrsJbuY7pXHQew9q7ZT5UYxjzGzomlQ6FotvYQnKxLgt/ebufzp0s2asTv8pFUNuWrFau50WI5X461i6pfx2tvJNK4VEBJJ7CtS7cIpzXlPjrWvtEw0yF+Ad02P0FbxRlN2RzOo399rd/Nd+WREWIjz2XtVCW2uMfNitSK5KRhB0AwBSu6yLjHNa2OXch8JI6+MtFA6G+i/9CFfYa8sa+WPA9iJ/HWlcZEcvm/lX1HAc4qlsJljvTjwKaKUnikIao5rmtL/ANK+IXiKQ8pBbW9t+YLGunQc1Vs9JttPvb+7h3mW+kEk2455AwMegxSAz5tCshlYQ8W4sSUb160qaTdRAeTqkuAu0CVA4HBGfrz+grRbmSpR0FVYCha6UD5q3iwTKcbCIwCOuf1NNm0qygmSeOHa6Z24PFaydKqXpoitQKGaU01eWp+2tmIrT/dNZNzJtQgetbNx/qmrn7nJzUsaOH+Js2zwtKQfmcqn5kZ/lVL4PTFtL1CIn7k6kfQr/wDWqP4qy7fD1smeZLkfoCag+DshzqkWf+eTf+hCsqmxpD4j1rtUbU/tTHNcx1FaTvXlfxSAEunt/wBdB/KvU5Twa8r+Kf3bB+wZx/Kt6ZlV2PPY34I96lByKzg5UmrUUm4c5qznJ6Q0blHUgfjTGlVuFy30FAH0ruYnglsN6UM+FB3EgZHGKjZuMdj7U/Z8ufU55P8AStDERGOQcgD1oUncxz260oX5geeOw+tAdV3Lk5IOf8igBpHyAnk+5qNh2xkY7jOamzjKlAoz1qLJKqfXjOaAIJFPOQcd9xx19qqOMhlD4B7rx2q4QCq8jI9KoSBEJ3AYwO/9KAK7N8+c9AO/Tiq77SpwpLfT/GnsV4wOR/Kqk5I3fMcA9B0/OgszdRPlwSlzwq5AySeP5V6rolh9i8M6dZEYMdsisP8AaIyf1JrzCK1/tPVbHTxGNtxcKjZ5+XOT+gNewSHLkgYB5HtWc3YuKItMlIMAPVCUrpeq5rmGha3kEij73zD610drKJoFYHqM1nfUpgaCO/WnuuO9NXjr0oJIyOMd6ajFW5qxgEcU0xgjiiw7ihiR1pdpPemJ8vBFTjGKYhioKkAAoooAa3KkVE+AOalJqvM/HWkxx3Kb8My+orJtdPSLUbq7OC07KcY6YXFaV1ICwUH5j1qOIcVxVp3fKjspRaV2WEUAUyaXAOOMU7dxURXcealIfXUxGtwdXe6VcEJgMOuT/k1pwancxfL5xcejjP61j+JtXvtGmt5LPSftsDIxnZSQUIPHQHjk9q5s/ERWB8vRyJP9q54H5LXXT92JzVXzSMz4lsJ/FZnVcZtYjjv3rE8Mc+KtHPb7bD/6GKXVdRn1bUZL26K73wu1B8qqOgFHh1VTxfpSqTt+2w4/77Fc9aHvKSNqU/dcWdzo3hhbHW9S1G4RWnmuZDGDzsUuT+ZrpGwoqeZQLmb/AK6N/Oqczc4qnqzSKsitM1VidoJqSV6pzzbUNWohcxPEmqJpumz3Ln7ikgep7CvDzLJcXEk8pzJIxZifU11vjzWWv9QFhE/7qA5fHdvT8K5VExXRFWRy1JXdiQGpFao1FLnaKozR6B8JrcXPi2dyM+Tak/TLAV9BWxztGe1eJfAq282/124IztiiQfizH+le12wKyKDTWwmXBSmiikIclK3Q0L0pHPymgCuOTml70LSA/NVAWV6Vn3zVfzhPwrMvG+bFENwK6feqUkAZzUSdSaSclhgHFaARzyAqR61h3Q2qa1GiJPBrN1ZhbwKSeSaTGjx34s3WZtNs88qjysPqQB/I0nwkuAms3kJP+stwR+Df/XrC+IjSyeKpXcNsWNEU/TqP1pvgLUfsPiuyY5Cykwk/73H86yl1Ki7SPoQNkU1+lRRPng1I3SuVs7EU52wDXmfxJja4jskHZ2P14r0e5bGa4Lxqiy/ZgzY5bBrppK+hjV2POVhF2Fg8nlTnOMH6VbOmRW0YaaFuemXNWZJJNPnjkJDqw25NUru+kunLMa0as7HOiB1gU/JCo+vNOjnaP7oC/QVFTScUrgfRm/AA5BwegP8AM03c3Rc5xk+v/wBeoy8RwCAxBIznPWn7jlcNgY47fhWhgOAIyOWBJ5J/pTl3bTyMdOO1MJXONvfnPSlUsFYbeQAQeg6UANHrnqeff8abKc87uc9zkjmguCC2SffGKYWBP8IpDEkfgZZiO2TgVnTngEMffAxVmVsEcjp9096pXEhCkNgDng0DRWI+cbmIyMbevFVLpoyCWVsY+lTzSRhDhC5yMjoBzWTfXTKRuAU4PAPNBRs+Cka68aQttBEEEsmOvJwo/wDQjXrbRImT98+navLvh/ay2un3GtjaLm5YwRFhkCJTyfqW/wDQfeuq8P8Aj+21LXbzw9fQm21SzJ3KDujdeMMGHsRwcH61hPWRpHRHRTo7qSwGFIxgHn/61Lpdx5TGFz0JxV7asyfKQwNZ8unzLIXjAx15PIqdhmy8meApPTn1JqGJzJFvxjkjv2OO9V7ef5QG5y7Fs+3H9Kvq0bjtT3JIskHrSBznNWPKUimGD0oAiaTBChckjPtTba7Erzx/xQttbAIB4zxmnlGEoPPyqSR+VLDEwiUsSzEAkk96YEwIpM0CMjv1psqsq9cDuRQAjv6VSuCwUsfujnNWTJHAv75uR071nXl4l0FSHOwHJJ7msas1GLZrSi5SsV1+dsmrKDAqKNfUVMOK4YK7udktNBzDgHiq8tzFbxPJK6oiAszE8AetPmkCpXlXjbxFLf3cmmWrj7JE2JiD/rHHY+w/n9K6qdNzdjCc1BXZuHxYl3fyzREiMnEeTtIUf171Ze10nV+b60iklPV1Gx/++hya81s7va2XJ68buSf8a6vRb1nAVH+Y9cn7o+leikkrHnu7dy5efD6KQM2nagYyORHcLuH/AH0OR+INZun+FNa0zxLpMs9n5kSXsRaWBt6gbxyccj8RXYW1/gbe2eTnrWxYXiyXkA7mRcdu9ZSpxaLjOSG3bYuZsf32/nWZLJjJNWb6XbdTc/xt/OsW5uMAnNc0Y6no30FnmxmuX8Ta6mmaZLKWHmYKxrnqx6U7XdfttLtHmmkx6DuT6CvIdX1y41q782bhF4RAeFH+NbKJjOdiFpHllaSRtzu25j6mpFqsp6VMjVZzk46Ux+lOzTJGCjJ7UDPdvgRYGLw1qV8yn/SLoIp9Qi/4sa9RxiYH3rD8B6Ymj+B9Ktgmx/s6ySj/AG2AJref5VVj6igTJ8UYoHNOoEKKjk+7T6hmPAoQDRwKYp+alfhKbHVgWc/LWVdNl60mYbaybg5kwKcBDUobJ4qWCEtjirflLGMnFNsZR8sQxl3PauSv5jfXTP8A8sYuB7mtrW9QZz9mhPLdSO1ZVxCIbaKMDqcmktyjyHxHbpd6vepMu5fMIH4VydtZzabrloOSvnoY2/4EK7a9dZ724l/vyMf1qXSdGXVdUt4iuVSRZSfTaQa85VWps63TUoo9RiB3E1M4+WnIm0c9abK2BVX1LSsZ1yOtec/EF/LtbZgefNIH5GvRbh8g15l8R5Qbe0XP/LQn9K6aehjV2OMe6aWAo5J7j2qLPFQbqFfgc1bdzmJS1Rs1MZ+aYX5pAe26X4qtbkulxCYJl+9t5x/iPpXQw3NvMivHIjbs7TnGfxrxuO7W7IEjvFdxjC44J+lX7DWpraRow5W4PVGPySe/sau4uVHrW6TOdqgZ4780xsBnBJ6Z4HWuPsPEayoUAaOZckx55/8Ar1sW2upMQCRu5G1wN3507k8hpgZDtjqeppjOfLztKjt2/GolvI5t6BisncE/071WledQTHGLgDqUcZ/75PFO6FyskmlC5IbPsOP1rPnkHQBAT26mkku4ZJPKLMkx5CTfKfyPWoJeW4b5QeQBjH40AlbcrzT4Q7pGbqcE4H6Vz+o3TYIXAAycgVrXThSwjUZHPr+prCuLryC11KFkWAiTY4ypIPyg/VsfhmhsaR1OveJZPCfg7RdJspNmry2iSyfKD9mVvmyc/wAbEnAI4HPpWN8M7qKfWNSSQvLrV0RMs8z5EqA/OCcZBBO7IznpjiuJutSa+uZry8mae4mYvLK7csx7mvaPDP8AZXgXwFa+IIdPuL+7vCpuJraLe6o2fu9wgx14yTn0rnLOue8FtCrXFwIT0Em8IG/M9akg1O5kcRi7bBHG7Br5uu9b1TxD4jW4njk1C+kmytvIpYHnITaMYXtgY4r6K1K/u/Dnw7mv78Wx1G10/LOIlAMxXAwMdNxGPpRYdyxO13aJuFyEBkDZYDgk4PX61ymq+MvFVt4rt9G0bTVvPMiG+RoSVjkb7odgcKo4JPoa8l0q8lXTtW8QXTtPLa7IbdpTv3XMpOGOeu1VdvrivVfg9Ov/AAict+u97tr2Rbl8lndcLgZ6nHX8/WmI9Kgm1OKJBcCKV9oJeKMhSe+Bk8VN9suwPmg/mKpRb/t8hinYw+WrKgX5VJJzhu+fTtg1LJc3MSlg7EjovqewoAjuLyVrjAjJZojhfMIHBHX67q43xP8AFS18J6omkSW808yxq58nBCKRwDlhk/0HvXYf2tLDNbxToHSQMrtjHzYz1/OjUdN8P6xbyHUNPtpU/wBY++NScgdc4z6flQBFoGvNr2mwX0AZoLiMSROFIDDJBGD0IIwR+pFas0k8MDyOWUdOffj+tQ2b2emWkdvZ2nkwRArGgGAq+gHasPW/E2oNAi6fZb8gyZY4PHIA9/xpN2Glc0NSliuEa2SZ4bjGVwu7jHfnj/PFLbxBUUAnAGOaw/DFnfSW7X2pgpcTnKw5BEa54+pIxmunVABXDWlzysjtprkiAXApkjhBn0p7ts6+lZV5ctJKIYhl26URiJy6mT4p1Sey8O6ld2zbXhjAV/R2YKMe/OfwryKMFYlTPJ9Tw31NelfEN1tPCVtZISWuLxMnu20M5P6CvPI1BBPAKjB9M+9elRhyxOGtNyZLHGD8pUE+g6nt/OuhsrcW8ShSc98jqfY1iW8bJPEoB4P1A4rahmIHOWGcf5NaEJGnb3EiEDPfA/CtrRbvfqdmh6mZMqOMc1hQuGUZGcDGc5571o6Ov/E4sAuGX7TH+AyKllF3WLsJdzjOP3jfzNcJ4j8U2+k2xZ23SNnZGOrGmeOvFkOmaldxA75vOkCoD/tHr6CvH9Q1C41C4ae5kLuePYD0FZJWOiVToWNV1i51e8M9w/GCFQHhR7VQRuc02MA5LGplh3E+WCQOtMxJEfip0eoYrO4lPyqAPc1YXTyh/f3AQf7IzQMlEgxWn4X0iTxB4ls7JR8gcSSn0RSCf8Kz0hsF+9JcSY7cCvXPhLoASyutY+zCJbgLHDkkl0ByWz9ePwprcD1yyvAIVRuAOlaO5J4sKRmsiO3JGcVKLaZTmMkVbSINaLO0A9akrLje4jPzDNXYpw3BBFS0MnqCUgtUrHjioG5ahCGv0FPVcIDTGPzD0pkjlwFBxVWAfLLFGuWOaowRtNIXI4NTJaB2+bJq4kaxjngU7pIBqIsYrJ1TUNgMcZBY8cVa1C8EMRC9T0rGht2ml3PzmhLqMhtLQs5lfk9ao6nMokuZCcJBCTXRTFLeA9uK5aZvMtNSmYZUxsMfhSKPKoD9qhjkj+beAVx3zXp/hzRF0qyDyD/SZVBkP932Fcj8PPDssE9xeSgGzU/6OhGcP3/AV6RnArz3FJ3O2OwxjgVUmfANTyPgVnXEnBrSKBuxTu5gFPNeX/EKQA2S5+Yl2P6CvQbycAEscAeteNeJdX/tXV5ZVOYkOyP6Dv8AjXQtDCo9DMLU0P1HvUe6ml+TTMCYtmm7qiL0m/PSgDpsW2qRB4nEdyOV7Dj+VR+e05+y3pMVwv3GPGfx/rVdzNZzESLG+O7xj+YwauGa01BP36yo5B5RhICSc55ww/M0xDor2WGX7PdSbJQfkmz/ADNbcGrlysF9hZVxslHO4H19frWIsPmw/Z5mW6jUZWWA7nQZ4ypww/KoWkFqBa3eJ7fpHIp+aL2we3tTGdyt+xAUuVlXLQuOdw7rnv8AWprfXySqzMSCMLKvUfWuMhvLrSiFcGS1Ygq2CCvuPStGdvNhF5A4kt2xvAwcE+o9DTA6651KCWMQ3scc0D/cfaefXp90/SqjJPaoHsgl/bDlradgWH+6w5Nc/HehYA6qJosfPGeAw/DoR61MtwIEEsLGS1c7Qd3zIf7re49e9FkBsJ/Z+tRn7LNJa3IGHt5fmP8AQ0tlFa6a8MWtaTa3FkbgzNKymRWO0qpxkA7SSdrY6nvWPcrDqcYlWd7e8i/1c6dR7MfT3pbPxXdxTix1OOKO4YAF34SYdM5HQn16VLv1HoeseCvB3hRNKi1Gzh0/VtRQMJboRBTvY5wYzwmOABiuntra5VAzw2tucbUttgwoBPIIx1yOMcV4jblIrsXuiXs+k3443ISB1+669MfgR7V1+m/F+bTZUsPGen7QcbdRs13RuPVk6j8PyqGg2O8ST/S18u1tg5YrJIuA20KeeRkjOBVXXtJj1mzls79IpNPK5kDHJduowAeg/nVzTbnRtas/tmkXltd2zckxtuC59R1X9Kz/ABBJp+iaTcX2oTNDboO0gPmHsq5wdx6CkgPL7r4T6hLp1rY2uo2FvZG4luXluHYb3bhAFAPCxgck9WNekeAfBkPhDQja/a0uZ7iXz5XxtUcAKApPGBXzXqEVxeXstwbwgu5ZElkZTGCcgLu444xg9q+mvDNw2r+GdM1CRSZLi3UyEHOJB8rcj3BpiOpSEgk5T5jzgYzVacQfbo4ZHQMI2lALDPBAzjrgZ69OaoTyCyt5Lia6WC3iXfJJI2FUDqSa8duLe++LfizULiyu1s9O0+FIInljZmkUsTkgY5JBOD0GO9AHrt7d6K8qB9UsVkRsqGuUHOMc8+9Vbj5QnlSq6s6j5HDDGfbORnFcBD8HbaMBbjVbqViSMQ2iKv5sTXW+EvCOm+ErW5ns5p7n7UVSTzQAOCcYCgepGe9AzoU1qHz0WSEb5CQ646kDqP0/OlmS2vpFaKLaAcNgYB/CqE8mmMzSSyLAgdXjleTarHbyAT1wBng59RxWzbpGsS+WQUxwQc1hVm1ojalBbsciBQABTjhRnNOPA5qrcS7V61zqJu2Vb252gjBJ7AVLZae0cEssoHnuMf7v+z/j/wDWrynxrrGo+JddXwh4f+aQMftLh9u5lUsUB9Bjn1OB2r0zwfd6reeFdNn1m3kgvpI9kqyjDMQcKxHYkYJFddKnbVnLVn0RwPxIvPM1fTLNSMW8DzsPdztH44Q/nXKiNXQMw2vjOc8il8Tam2o+N9WnIGyOY28YHOEj+X9SCfxpIpA6BhnOe3auyKsjkk9S1p6SRyEFh8oz8xP6HtWqjcIJFKjHXjFUNPCtC5IHzNxjjp7VfiYJ1O5SecHj8fShlRZbjX3zu5yf88VqaMwfXbHkgi4j5xjPzD86zFeOTBwobbnHUGtHRmA1vTVGMm5Q4PpuHNQyzwXxTvl8X60zsWP26ccnt5jVleQpPStjxL/yNus/9f8AP/6Mas8DNQMj8lG2hsqM8kVch8qCJ0VgQT1I5NV6cOntQAst64+WNtq1VMrE5JJNWDGDyB+FRmLP3QCfQ0h3LujWF1rOpQ2FpGzyysB8o+6O5PsBX1fpGmw2GjWVnariG2iES/Qf5zXyPbXD20weCR4JR/EjFT+Yr2rwD8W1jCad4iKrhQqXY/ixx8/ofemgPXkYIQMY+tXA6hM54ogNveQrLGyyIwyGU9RT2tAR8hxTuhEBuEB9ak8+IqPWoXs2B6ioTbunNUkmIuCVT0OKAQelZrFweDxQlwVPOafKI0sUZTuBVM3eRx/OlWYP3osxl0SxrwCKr3FxhflGTURNMORzmhKwFKRHuJhkcCrcUQXtTgQOtOz8hNDYzG1mbA2DvxWdeWZOjSWikCa5UjJ/hHrVm9Il1COPPTk1IcSXDSdvur9KznLlVzWEW3YhtbWO0tYoIgAkahVpXOKmY4GapzSAZrjWp2bFeeWse8uAoIzVu5mHNc3fXBeUID16mt4RM5M57xnqF7HosjWcbMjHZLIP4FryveT0BP0r3q2s4byBoZBwQQVPQivNvE3heXQLrcif6HIx8twOn+ya1cWjnnrqjkBHKx+4R9aelm7k5Ix7dau7MmniOi1zMqraoOqk/WniIDgKBV1EBb5hxVv7BtPJ4PIPqKaiPQfcSKJ3tpzlgoKP2dex/wA+lZ8kJjcbeh71p+IbRpbX7ZEm1oD8ygfdU9f1waw4r/OBIAyjj2pSEXGuPMZfNAcg8ZHI/Gp2nMirG/zxnoJRvwB2z94fnWaZVL5Xoe2KfvO75SSPTrikK5rQ3ZjtDbsW8jOQp/eqv0/iH61Jas1jcGW0XfA6kTRp84wevy9fzArJVgSoBIOeT71YDF2Vg3zqc56Ee+aaYy/HLGXL204ZGbaVYYIPt9asB209jIsZa2kws0R7en4+9ZyyysA8hSQg4y4y3/fQwfzzTxO6KVWWWMOdwxiROPpgj8qdwNDf9mKzQtvilHytt7ehH86fKsF7D9luArwtypJyyE91P+Qf1rOhnk3yBTHPEcEqjdPw4P6U97iNJGXGwoQNpB5/DrQ2BWnkutImW3upDJbn/UXSenofUex6VpxayXiW11LbLbyjKMeR6ZB/zioJBBPbtDI6yQnDEBhlCeAR/nkVhsXsA1tMDJasRx3Q+o9DSA0pRd+H777bpF7cW4ByJYHKOv5dR7HNRa/4r1rX5La41WdbxbePy1bYEIGckkLxn3xzgVVS5e1ALnz7V/uue319Kgnh2kSwHMZ5wKQBBqcaj5GlhJ/ung17p8FNWurrQr+2luojbw3A+z/vArgsMuNvpnBz6k14F9mWQ7oiEfuh6H6VLFbfu/m+VzLjI68DsfxpAfSnxZ1JrDwO8Tp5ovLiOAlo1OAMuTyMfw1U+Ddui+Gr29jhjX7Td7emzIRQOmSOrH0rwGRtRubf7L/aF1JADvELysVBHfBOMjJrd0fxP4v8N2CWWn6mkVqGLrFJHG4yxyeoz1oA+p9pIOYCfo4ry/4u6kxs9O8MwSfZ5tSuPMlZf+WcCHrx6tz/AMBrhrb4pePBJHFHPpk0sjbET7MCzN0wAvU1H4x0/wAVyX76/qr2wvxCqNHDyI12bdoHT+I9+pz2qJOxai3saOgeFU1K7sreW8/s62uUeWxtozvaSEIQXLZ+Vick9M4x2resLa98BXMcMOpZs9TRIba4uCSBdLkgMCPljbG05PG4EHriHQ107Wmj1H7RDGv2D7NNaIPKO/fuAVmOMkg5HuPU1S1G4N5PdW+pX0Ygs3t5J4Le78xLOGI52lv4pWI24Hfv0Fc3NP2luiNLJxuezWl0t9ZJcLtBZfnRXD7H/iQkdweKjht2vbolxiJOue/tXgfh3x/qHh9Lm8KPNJqSMwt3bIV9x2Oc9+Wz64HrxqaL4yurGOTOralDJLI0rmYHBY9ScZHP0rojSsyfaXVkaPxE0S88P+PY9e0pGjMoW6DpztlBw529cHjPbk16DpXi+z1HwrPrgAjNtG0k8JOfKdVJI9weoPcGuH1bXrzW7WCOS4trloX3Jcq6llB6ggFeDx7jAwRVBNNuruw1TTrWWO2kv7dkYFsLIyEOq+mWwVzwfm5z1roS0MWjiLKWSaQzORvkYuzA/wAROT+ua1VkA+Ygq2OcDg1hWknAOcZ9v51pRuJGVCe/HPb2rZGL3Ohtvlt0AO4hcmrIuAWLOMtxz0OKzkfaCMB1H4MB607d5mdjs+856cjHt3pMaNeMk/ckPJ6CtLQ5GPiHTVO0gXUWM9vmHSudWYYyWLLtHIwDmtfw3c7vEumAknN1GOnI+YfpUvYtHj/iU58W612P2+f/ANGNWeprQ8Tj/irNZP8A0/z/APoxqzAT3rMomozimBuKXrQA7OOlKQHAx19ajzjg9KUNjnr60AIwD8Ec0I7JweRTiNw4pAcnHQ/zoA73wT8R9Q8MyLbySNNYsRlGOdn09q+hdG8VWOrWyTRyABxkMDuU/Q18fgY5U103hPxlf+FrvMWJbVzmWB+h9x6GjfcD63RlkXKkH6UjIcdAa4nwp4u0nxLCG027MVyB89u5w4P07/UV1aXc8ZxKisPUcUcvYCR4VbqmPpULWqH0qx9sjx86uvvtyP0pVuLVzhZUJ+tCbQWKBsh26Uw2ZH3TitXEZ6EUGMYqlMRliKReDzSEMPStMxZ701oFxzijnAzVKnrSsoK9amnjgjBLHH0rJuNQRCEi8wknA+Wk3pcpGYVL3sr46HAqwOBSrwSTyTyTTJHwK5Kk3NnbTjyojlfArLuJuvNT3E+Aaw767CqecU4xG2VNT1CO3iZ3cKqgkknpXOQXSzXHmuTtzggdqJNQt7+SWMssiEFGVuhB61kWyyaXe/Yrh9ykbraQ/wAaeh9xV1G4R50Zq0nyna2rlCGXnHpWtdafBrGlyWtyA0cq/ip7Ee9YGlOYj+8+4x6eldJATHtPVTV06ymgnSseL6xoc+i6lJaTjOOUfHDr2IrPZNte6a7oFtr+neW+EmTLRS/3T6fSvFtSs7ixvJbWeMrLGxVlra1jnasygz49q0LZmvLUxhj5kY3L9O4rNdSB0NW7GQwyrIn3h1FTqK50cTmVSkmGSRdrgjIweua4jVbBdNvngDbk6o394f8A1q7aCQJg7mcpycHqDWd4ktDfac04+aW2UuD3KdCPywfwNDWhJyKyYxzUyy4/nmqIOTUiNjvUDLhYk8Gnq7YyGPPb0qsjnqeKerZyffpQLqXhMzEjIz1qaKY4bI6Djt+vrWcsgHfnvUhlIThuvbPNAF7CFCWIcnswz+R7Ukk00MQUO7p12t83H/As1VWXGCCQBT1n/vZK+g7UXGTpcQzICNhbPIVih/qP0qSeVQRFdF0PUrKnBHb5lz/KsySNZGMiHaw6kdKcmovGhguV8yLse4+lADvKlgL+QFmgY/dUhhj8KiDi3cmIsYT1jbqh9qbMuD5kLB0PQdxUYuJFH3yy9w4zj86AJZYwzK0bqd3II7VajRm8hDk43Pg9Ov8AgtZ3nRjP7vaDz+7PGfoatQXJK7lIIRBweo9xSAueSZG2x7hnpj/69RSWEmRlm+nUj2p6tMfniDbhnhe3/wBavTfhb4Um1GYa/qKj7PA5W2i6h3HVz7Keg9ee1KUlFXZUYuTsjZ+GvgAaDENY1KPOpzL+6iYf8eyH/wBnPf0HHrXbaro0Gp2rRyp820hT/StXZ8oJHalMYNee5ynK7PQjGMVZHh+ofCrUI5phpt95KSceXJn1zzjrVG78F6h4Q0+bWp5or4xhjMpQlRkABwD/ABDOa98ksllGSMEd65b4kxw2nw/1GJwXe5CQxgdWZmH9AT+FdNOUmc1SMdz58tGk1TxRC1pHI8VuV8tU5IAwBnHpgZ+lel27XBQpNZzkHj96gYfSs3QtLuoLby0VrYMcny1x9Oa2n09IU3SFCwHzbpu/4V1nMiSGwsmJd9Lj3Y6iLvV42di0bKlskee4Ujn6CqMJEO0RSrgHGN2T6Yq5FIpHljOTxtPaqA5fxdoyxQtqlumGRgJ9oxkHjcfxxz71zdnKRJzhgOcHvXqsTQ30MsNwAu9djFuVccg7vw4//VXl+raZJomrSWpy0X34W7lc/wAx0P8A9erTM5I0hcBkwjds7T1H409Zs7d2ScdTwfzrFS4PB35A/OrMUxYEnqe9MmxrGfcCD8zH14OK1vDEwPiTR8kfNexf+hiuZ+0MFYEZwPSt3wrKjeK9IQt8wvYcD/gYqXsUjznxK3/FWaz/ANf8/wD6Mas3Oau+J2/4q7Wv+v8An/8ARjVnK1ZFktJmkDUuc0wF6img4OM0vFIaAHBsd+P5U8jNQk9qcj9j+FAEinnnrT8VGf1pyn1oAnguJraZJYJXjlQ5V0bBU+xr0bQfjL4h0tUh1JYNUhXAzL8smP8AeHU/UV5pj0pDmgD6Q0r4y+F7xB9rFzYSd1dN6/mtba/EHwZd8f2xZN/10BH8xXyphh3pf3nrQB9ZRa14buTm21CxY/8ATO7C/pmr0TpIB9nu5P8AgMyvXx9+89R+VSJPdxH93O6/7rEUXA+xFW//AIbon/fiB/lQzaiBxLAfqhFfJMHiPXrX/Uarex/7tww/rXX+EfFPxC1rVY7DS9TnmOQZHnw6Rrn7zEjpTuB7vc3GqgNtit5AoyeSMCsuHVLe6l2GSPz1HzKvT8D3rG8Q+Ip1tI9KgujcybdtxcBAnmt3wB0UVz1sk+5THnzB/EOKr2XPHXQaqcrO/aUc4qrPLgcVmW187BYpmXzcc7Tyadd3IjiJJx9a5XTcXY7IzUldFS+uQgJzXm/iXxEbiQ2doxwCRI4/kKueIPE8ct6+n20v71RliO3tXKw2wkuWKjg8kehrOpU5dCormLlirKQxPA/WtxdPGt2fkFykyHfbyH+F/T6Hoap2lmSvPpgV0dnAIyrOdqjG1R3rjWJalZnS6K5SjoWptdb7a5Ro7yBtkkZ68V19pMRhGztPr2rlvFunSxSR67p4xcW4H2hB1dB0b6j+Va2ianDrFos8Jw4A3rnofaqk3SlzLYzXvKzOniYxkDqprn/Gvhp9YsftVh8t9COg481f7v19K24HzH1z6irsT5XGcjtXqUqimtDlnA+c5ZLlHKuzhlOGVuxpkVwY33EZr1Hx94TWYNq9jEfM/wCXhFHUf3/8a80NoT0q7M52rHqS/Dy+khxEWjfb/wAtpFzn0IXt071a1TwWqT6RYWkDqHi2Xd24OwuQQcj0xn9BVb/heXhgNkafq318qMf+1KbN8cPDE9rJA9hq4WRSjYjj6Hv9/rU81hWPF9VsZNK1e70+RtzW8rR7wOGwev49fxqrv/yK6rxd4r0TxFploYbO6j1SGZ98zgBXiOSF+8SSD3Pqea47zQDxnFJsC0p/SpATVJZsHoaeLkDsaQFwHPJOKUNkHIqoLtc8g/TFL9rTuG+gFAFwEYOTR5gxg4zVMXcec4cemKabld2cH8qAL6yHnBwaa7HGMg+veqn2tO6tSG6ToA2KAJiGjYMhIb0pryrIckbW9R0NQm5BHf8AxqNpQwxzSAkYkMf8alEpQoykqygEEcHOOtVN/PfFK0gO3rwMUAbumvc399b2dqM3U8gjRQPlJPHTt6+lfUmhi00nSYLGFQqQJsQDvjv9Scn8a+avAXiXR/DWrXGoapa3M8vk+XbGBVbYScMTlh/DkfjXoj/Gnw/vj2WWp7c/PmKPPTt89c9aMpaJHRR5Fuz2a3lWSLzSwwO1Sq6tHvB+U14kfjP4fEOxbXVgf+uceOv+/wClelWF+L3Q9PvIWdYryGN4lcAMQyhgDjvg1jyuO50qUZfCzqVw0WQ3vXj3xG8a2T+IE0pHeRbA5kEbY/ekdM+w4+pNeg+JNcTwv4VuNUnwzQR4jT+/IeEX8Tj8M185wXWoXdw9wLC3WaRjI7+VksxOSST1JJrporqctV2djpV8RROd62O+UnCh5CavxanNNhUs41zjdgda5+O/1lFO1UgH97ai8+nvWil9rsUXmvODn5c7lwfSuhGVzd8wwsCQPm6jaKuQTCUNguSDnI4rDg1LVPvzW/nEjCkAFf0qRNXEcYN1ZSI+esK4I98U7isdFGpwCH5IwR71meJdJk1nSS67WuoTmNhwd2OhP+0OM+oFW7S8gu1WWBDtxysi7WH4HqKvRFCf9WGDDay7vvD/ABH86olnjQmZXMcuY5QcMrja1WA7oiEqdr8g5yDXrSafZalH9lv7aKcoMqZUDEj+dZ1x4B0snFuLi2BOSkcmUP4Nn8wRVXIPPluG6KSQfSt/wpc+b4y0QFhn7dCP/HxUlx4Av4nLWt9DKmchJlZD+YyKXw/oGs2XjDRZZ7JmjXUIN0kTBwB5i8nHOPrSewzznxQf+Kv1v/r/AJ//AEY1ZgatHxSf+Kv1v/sIT/8AoxqyQTWJRYD04NVbdTg5p3AsbqXdUG+jfQBMTkUmai30bqALKSZ4br/OpR1qmGyKsRtmmBYHSl/CkB4p24Y5oAQH2peKUEUvFADaKdgV0vh3wPqviB1kWI21meTcSqQCP9kfxfypNpbjSb2OYVGdwiqWZjgADJJr3HwF4eufD/h6U3G5Lu5YSugONgAwFP8AnvWjoPg3SPD4DW1uJLjjNxN8z/h2X8K6FgAtYSqX2OqFG2rOPntba1LSyOzKD93qVz2JqnLqErL5dugjBOOBzXS30IOWQDdgjkZ/Squj2ttHqySSwYXnGXyA3bAx/OumnW5lqc9Si4vTYm0rw29vaNeXTsLh1+QE9PrXm3jjxp9mlfTLFgbgHEjjpH7fWvZL685GPoqjuewFfOnjvR49K8eX0KXKTeaTOwXrGzclD7iqqLS5MZNKyOfhmYXG8sfMzncTzn3robS/EciXAAK9JF/2e9czIu0mrdnc7G56Hhq4qsOZHRSnys9UsoFeEPGQUIyreo9a0li2vnvjvXI+GdXMAFhNJ6GIn+76V2GGYA1404OMj1YSUolyJ0ecF8EONrKa4u5tJvBXiFGtznT7kkxZ6L6of6e1dRtbIPTBzTr+wTX9Ims5mCyE7onP8Djof6fjXfRkqsXCW5hVhyvmRq2tyk8Md1bkGNgCRnofStKIhlDp0PUV5t4f1e50q5lsbxNrxt5ckZ9f89DXe2soCrLG2UYcVFGq6UuVkSjzK5qgbh6jpXnHifwomnTG7tQTbSMdy4/1bHt9K9DilBPTn09aWeNJomVgGRhhgRXqxqW1OWdO+h8k0UUUjmCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+kvCUt7f3fhS3/AHsWn2GjxTOWQgSyNEqKMkdACx+or5trdt/Gfim1t4re38S6xDBEgSOOO+lVUUDAAAbAAHGKicVJalwm4vQ9n+Nd/eNHo+l2KSybpXuJNiE/dG1e3+01eXRQatKfmjugSegib/Cs0+OvF/8A0NWuf+DGX/4qk/4Tvxh/0Neuf+DGb/4qqgrKwpS5nc1xo92WDTx3LEDhRGxIHvxVi30O5uJAsq3S9lAjbj9KwP8AhO/GH/Q165/4MZv/AIqj/hO/GH/Q165/4MZv/iqq5J3lhok0YBY3BKYIQq3yn8q2YxfxeWjLKY+SAIyc/XjrXlf/AAnXi/8A6GvXP/BjL/8AFUf8J14v/wChr1z/AMGMv/xVFx3PX03yN5gt5y47+WwwPyrQt/P25NtLz0Ow9Pyrw/8A4Tvxf/0Neuf+DGb/AOKo/wCE78X/APQ165/4MZv/AIqncR75Da3krCSCCdZY/mxsOMCti3BnhWXyXBIORtOR6ivmv/hO/GH/AENeuf8Agxm/+Kpf+E68X/8AQ165/wCDGX/4qnzEtH0m8Dg4MTnjptJqXT7Vxq9m4jkAE6HOCB1FfM//AAnXi/8A6GvXP/BjL/8AFUf8J14v/wChr1z/AMGMv/xVHMKw7xZDt8W6yfW+nP8A5EasPoadPcz3E8ks80ksjuWdnYsWPqSepqvk+tQUTZoqKkyfWgZNuo3VDk+tGT60AT7qN1QZPrRk+tO4E4apoptp56VSyfWjJ9aLiNtWDKCO9GSO2ayUkcdHYfjTfPm/56v/AN9GncDaDj0NPDr64rC8+b/nrJ/30actxMHUiaQEHj5jRcdj2DwN4Bkv5I9T1eErZ4DRQvwZfcjsv869eVFjRUUAADAAHSvldPFfiNQANf1UD2vJP8aP+Et8Sf8AQwar/wCBsn+NYSV2dUGorRH1T0qGaU4wBXy5/wAJb4k/6GDVf/A2T/Gj/hK/EX/Qf1T/AMDJP8aXKX7TyPppkLnmsnVbuGwjjLSLGzyKiFvUnivnv/hKfEP/AEHtU/8AAyT/ABqC61zV7xVW61S9nVWVlEtw7AH1GT1rSCsyJzdj6E8XeLLbwnpjXbssurToVs4ey8f6w+2a8FsS+qa1NLdyPJLNukdyeWYnOay7m8uruVZLm5mmfZjdI5Y4+pqGKeaJ90cro3qrEGt27s5DptS037PGsi5KHg+xrGyY2yKha+u3hw11Ow95Cahd3P8AE351nKKuWmdNp7efjDYdBlGz0r0zRdVTULJWIxMmFkHv6/jXh0U80f3JZF+jEVbh1O/hJMV9coSOSsrDP6159agpPc7qNWy2Pd2ckcUkUxjmRh2NeH/27rH/AEFb7/wIf/GkOu6v/wBBW+/8CH/xrOFDld0zV1rq1j1vxfYedbrrFqh86HicL/FH/e/D+VSeG9dAVY5SWiYcjPT3FePnXtZKMn9rX+1hhl+0vgj35qCHUb6L/V3lwn+7Kw/rW1eippS6mUalnax9OwsrBV3AqwyjjvVkMVOH6+vrXzMPEeuJCqJrOoquegunA/nSN4p8QkYOvap/4GSf41pRi0rXJnO/Q//Z", "path": "002187.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002188
Men Tshirts
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", "path": "002188.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002189
Men Tshirts
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", "path": "002189.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002190
Men Tshirts
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", "path": "002190.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002191
Men Tshirts
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VX+RskfKaAHrQR6U3DAc/pRk+hoAUkL1qtPMOi0sokc7VU0sdr3f8hQBBFEZGzjC9zWtCiw6RHxzJIW/AcVVl+SMIvDNxxV68URPHb/8APKMKfr3oQFbGM570o6UnXFKT70wFpM80nNKKAHA9q1NC1/UfD2pJf6ddvBPHzkHhh6Edx7Vjk4pZOIN5+lAH2J4L8VW/i/w5BqUQCS/cniH8Djr+HcV0lfNnwV8T/wBkeJE06eTba6ioj56CQfdP49Pxr6TqQCiiigAooooAKKKKACvLfjV4k/szw5Ho8L4uNQPz4PIiXr+ZwPzr092CKWYgADJJ7CvlLx/4kPijxbeXysTbofJtx6RrnB/E5P400ByVw/BqvanMUo96kn+7Ve1OEm98UwHoeTUlRp1IqSgAozQaSgBakgIEwVj8rgo341H0pDxyKAIYsozo3VTipRzRdfLdiTtIoNA6UAIR7mjb70tFACBQO1P3Fbe4cdoyAfc8U3j1omyLML/z0lH5Af40AMjG2JR7U6iigApcc0lLQACnDim07tSAqSHF0Poami5hqtOcXS/SrMH+qpgaXhvXrjwt4lstZtiS1tICyA/fQ8Mv4jNfZOl6jbavpltqFpIJLe5jWSNh3BFfEco4Ne5/APxjvgn8K3knzx5mstx6r1dB9DyPqaTA91oo7UUgCiiigAooooAilmjgieWVwiIpZmPQAdTXx98RPFkvjPxjdXysfsUR8m0U9owev1Jyfxr2v46+L/7E8LrotrLtvdT+V8HlIR94/iePzr5siXGOKAEuP+Wa9s0yA/6Q1Puzgp9aitTmZjTAuEDNNxTjTTQAuM0lLSDrQACgilooAmI8zTjnnZJx7A1UMfPHSrlv80NxH/sbh+BqEc0AQ/MDzTgT7080ZzQAn4GlAoprMQpNAC2qLNqMYb7qfOT7DmpJJDLK7nncSaSzG21nmPVyI1/maQDNABRQeKSgBacelNAzQaYEch5xT7niyT3NRyH5xTrxsWsI+tIC/ptw8LRSIxV0IYMOoI6GvrzwdryeJPC9lqYI8yRNswH8Mg4Yfnz+NfHNmx2g17V8EPEv2XVLjQbiT93djzIMnpIByPxH8qBnvlFFFIQUUUUAFFFITxQBwHxb8Tf2B4RktoX23moZgjweVTHzt+XH418zMcDjpXZ/E7xN/wAJN4wuHhk3Wdr/AKPb+hAPzN+Jz+GK4pjTAglPFQW3SX6CpZTxUVr/AMtfpQA9etSjpUS9alHSmAjUzPNK1NBoAfR1pKWgBLpd1pHIOCjbTSKcqDUsa+arQZxvHH1HSq8LbgQeo4oAkoo70UAGKLj/AFtvH/cj3H6nmgKWZVHVjiiYh7uZh0DbR+HFACUUUuKAEp1GKKAE70uKQdacelIDPuf+PgH2q5bj9yv0qnd8SfhVyDiBPpQASDg0/SNTutD1i11OyfbcWsokQ+pHY+x6fjSPjFVsZJoYH2r4a1618TeHrLV7U/u7iMMV7o3RlP0ORWxXzj8CPGI03WZfDV3Li3vj5lsWPCzAcr/wIfqK+jRSAWiiigAqvdXUNlazXVw4jhhQu7HoFAyTVivFfj340XT9HTwzaS/6VegPc7T9yIHgf8CP6CgDxLxr4om8YeL73VpCRFI2yBCfuRDhR+XP1NZiCqUPzNV9elMCtdn5R9aitD+9P0qa8H7sfWobT/WH6UAXj2pKWm5oAWiivTPA3wc1PxJHFqGqSNp+mtyo2/vZR7A9B7mgDzRI3kkCRozuxwFUEk/hXWaT8MPGOsIskGizRxt0e4IiH6819NeHvBPh/wAMQhNM06KNwOZnG+Rvqx5rocCkB8s6h8JfFGgafLqd3FavBEP3qQy72CnjOMdBWBqPgbxDpelRapNpzyWEqB1uISHUA+uORX13f24u7C4tyoIliZMHvkYrkfhrILnwX9huE3NazSW0quMg4PT6YNAHyf2pOhre8ZWtnY+M9YtbDH2WK6dYwOgGeg+hyKwTjrVALUM7bY8Z61LUDJ5txHGDyTSAuMPLs7ePpxvP1NMqS5bdOcdF+UfhUWe1AC9uaTIoJpmeaAJAaG4pBTm5pgQvyRTbtswxA9s05uopl5xHF+NICe1OFUVtaVqE+majbX1q22e3kWSM+4OaxLU4Aq/G2CMUAfZOharBrmiWep25BjuYw+P7p7j8DkVpV4n8D/FOPP8ADdy/rPa5P/fS/wBfzr2wUgCiiigArhvil4o/4RrwjN5L7b29zBB6rkfM34D9SK7k18u/FPxN/wAJH4xnWF82diDbw4PDEH5m/E/ypoDiO/rTCOaf3phpgV5ulRW3/LT6VJN0qO26uPakA9eSakHSo0HWpe1MCNuKj71I1Rg0ASjnFPxTVp46UAID5bKw6g5pk8fk3rA9HAYY9DzSnrRdgvbwyjqhKH6dRSAQ0U1cmn0AS2gH2kM3AQFvyFV4wRH83UnJqYEpazt0LAR/majAwuKYCU4UgFBoAWilHSigBn8dO7Un8dL2NIChe/6wVdjGI1HtVK7/ANcvvV9RhR9KAEfpmq6/eNTyH5TUKCgAjmktbmO4gcxzRMHR16qwOQfzr7A+H/iyPxh4UtdSBUXIHlXUYP3JR1/A9R9a+PJBzXo/wX8X/wDCO+LRp91JtsNUIiYk8JL/AAN/T8fakB9T0UUdqAM3XNYtdB0a71S9cLb2sZkbnk46Ae5PFfF3iDW7vxR4hvdXvWzNcyFsdkXoqj2AwK9b+P8A41+0XUXhOzkzHDia8Knq/wDCn4dfxFeJQnAJoAWIAORVwdKpR8SVcXoafQCG6GYahs+ZDU9x/qGqvZ/6w/SkBeNM7089KZ3FMD034L+EIfEfiWW/vYxJZ6cFfy2GQ8hJ2g+wxn8q+nFUKAAMV8y/B/x5YeEb68tNUJis73YfPxkRuuRz7EHrX0ZYaxpupQLNZX9tcRtyGjlDUgL9FVp760tkLT3UESjqZJAo/WudvfiF4etXMcF6dQuO0FghnYn0+XgfiaAOqY15RJqd/o2va/4c0JPO1LULoSWoAylsrL88rnoAM9OpNa09x428WnyrWD/hGdMb7082Hu3X/ZXon1NR6PpVj4K8d2emWqyvHqlk2+eZ97yTI2SzE9yDQBwnxV+HEGi+ENM1HT1MkliPKvZcfNLvOfMP/AifwNeL19t6rptvq+lXWn3SBoLmJo3B9CK+NNf0efw/rt5pdyD5ttIUz6jsfxFMCgcAUWKKWmuW/wCWYwv1NRSt+7OO9WlQRadAmfmkJkf6dBSAioI5p8UbSyKiKWZjhVUZJPoK7HTPAgW7tF8R3g037SwENmPmuZc9Bt/gB6Zb16UwOTsdOvNUuhbWMDzSkZIUcKPUnoB7muvh8E6cvhDWdTl1F572yiV08kBbfcWAIDnmTHI4GM9M0+01bTZ/t1pKLfR9MtR+702SRgbuTOP30gG5gOpHHoK19U/sPUPCkkj3OptZpHue+Ea28Es4X5ERCNzgHgKMBRz1pAeXL97mnGmJ0HrUjUwIG61Hef6uL8akf7wpl9/q4foaAJbb7gq2hwapWp+UVeSgDV0TVrjRNZtNTtj++tpBIo9cdR+IyK+utH1O21rSbXUrRt0FzGJF9s9j7jpXxr6cV7f8D/FAIn8OXMnPM9qCf++lH8/zoYHtdFFFIDi/ib4nPhnwfcSQvtvLr/R7fHUE9W/AZ/HFfLffrXsvxw0rXLjUrS9S3kl0iCDaHjGRG5PzFh2zxzXjTMMjFNAGKjenEmmMaYFeUZBNMtv4/pUkvINNth8j0AOSnnpTU6n605utAET8VFn5sVK/eoP46ALK1IBUaVKKAGPTkO+GaD+8u4fUU16SJ/LmRyOAefpSAigbKc9Rwam44qAqYbuWLkAHj3qUHjNAEr8WcSn+KQt9eKZT7gYliiP/ACzjH5nmm0wGmig80lACjpS44oHSigBKKKBQBQuv+PlPrWh0FUpl3XcYq41ICJznihRwaMU9SNvvTAgkXio9zIu5CQy8gjqD2re0HwtrPiq/FppFk87Z+d+kcfuzdB/OvoHwN8GtJ8M+XfaoV1LUxyC4/dRH/ZU9T7mpA77QZpbjw/ps05JmktIncnqWKAn9aq+LvEcHhTwxfavcYIgj/dp/fc8Kv4mt2vEf2gNP8Q39np/2C1ln0mHdJcGEElZOxYDtigD571G9uNU1G4vruQvcXEjSyMe7E5NNjGFqHGXGatIg6igCMjD5q0jZFRMOTSxnBpgOmH7l/pVW0/1hq5L/AKlvpVS0/wBYfpSYF080zHIp4AxSYwaYGhompf2RrFrfmFJ0hkDPFIoZXXuCD6jNfUWn+C/A2sWFvqdpoln5NygkR4spkH6EV8ng4FevfBfx7/Zt0PDOpTYtbhs2kj9I5D1T6Ht7/WkB7Cvgrwlp8bTto1kEjBZnmXeFA6k7ia19L/sySwjn0pbX7LIMo9soCsPbFfOvxU1zxHpev32gveXMGnTosvkef5iyAk5IJG4KT/D2xXb/AAP8YWFxoUfhiQtHfWu94w3SVCcnHuM9KAF1L43w6Xruq6VeaNLD9maSOGZX3FnGdu5cDAJx0NchovjqfVDod5ql+JNWsdUYHePma3kAPHqAQR+NZHxWt7i/+K2oWsFofPkaKONEHMp2jB+p/pWjf/CSfw5aW15qfiOwtZ5B+7gZW3O4GdinOCfegD6RkniigaWR1SNRuLMcAD1JrxPxVq3hHVvEo1oaENShjAhkupnZYpiv8MUY5kbtuPyjvXBeIvHXiPxj9l0EMIbeNFiMEb7fNZRy0jHt39BXXaHfs/huC3jOn+VpbiA+IdRUeSgJz5USDmTB6Z+tAHDeOLHSGtdMmsLC206/u55Wms4ZHYpHxs68Y69Kx9P0e/8AEGtppml25nnOECjooHGSewHrXVeOZrC91qyvE1HTZ0gRklubXaZpyT/rHVQAuOgHXiqeo+N7XT9KbRPCNo9haSjFzeyf8fN165I+6vsKANG71DSfh+radoJhv9fA23Wqsu5Lc90hHTP+1XN6Hqkza+zXkdxfnUP3E4DZmYswIZGPRwwBH0qjZ6PdXGny35Gy1Rtgkf8A5aSdkX+8306V1tukfw80/wC3XKo/ie5T/RYDgixQj/WOP+eh7DtTsBe8dXPh/wAPazEGs7fWtfRD9rml3Rwh/wCEvGpw0mOvOM151q+u6jrt2J7+5eUrwij5UjHoqjhR9KrXEskzySSuXdyWZmOSxPUmqqk5osBYSpuq1CvapwOKAIHHSobzJWL6Gp5OuKjvP9XEfY0ALbcKKvJ0qlbjCir0VAEh+7mr+i6rcaJq1pqVqxE9tKJF98dQfYjiqfHSjHPFMD7G0XVbfWtHs9StjmG5jEi89M9R+B4rRrxT4HeJCVu/Ds79Mz22T/30v8jXtY6VIDSoZSCMgjBB715r4t+Dmj668l3pjDTL1uTsXMTn3Xt9R+VemUUAfIviTwTr3hSYrqdkwhz8tzF80Tf8C7fQ1zr9q+1p4IrmF4Zo0kjcYZHGQw9xXmHin4J6Nq2+50V/7Nujz5eN0LH6dV/D8qdwPnCXpSW/3HFdH4o8DeIfC7v/AGnp0qwDhbmIb4j/AMCHT8cVztuvyOD7UAKnU05qRO9K3SmBFJ0quPvVPJ0qD+OkBaj+6KmAqGIZUVMOlMCN+tR96kfrUX8XWgBbobjBOB1G1vqKfCu+aNT/ABMBVizs59SX7JbRNLMWDIij8D+Fa934V1PSYPtbxeYiITJs52HGOfUe4pAYBbzJppf7znFLmo0G1AD1Ap1MBCaQc01jSpyKAJhQRzSL0paAGmiiigCs3/H7HVlqLKxu9T1i3tLG2luLmQkJFEu5jXsnhj4EXt1suPEd4LWM8/Zbc7pD7Fui/hmkB5FYabfaveR2en2k1zcOfljiQsf/AKw969o8IfAddsd34pnyeD9it24+jv8A0H5161oHhfR/DFr9n0ixjt1P3mAy7+7MeTW1SAp2GmWWlWaWlhaxW1ugwscShQKuUUUAFIQCCDzS0UAea+Mvg14e8UGS6tYxpmpNz50CjY5/2k6H6jBrwbxT8PfEHg2QnUbXzLUnCXUGWjb6nsfY19h1DPbw3MLwzxJLG4wyOoII9xQB8LyfeFG3nNfR/jP4G6Xq3mXfh8rp94cnyWyYXP8ANfw4rwvXvCuteF7n7Pq9hLbnPyvjKP8ARhwadwMk8oR6iqlqMSsKuDkVUg4nf60MC2TwKTNFFADhS5ZCGViGByCOoNArqvAvgyXxfq0iSS/ZtNtF8y7uTwEX0HucUAdv4P0jT/ixexX+v3lwLvTYI7aaFV2rcgE7W39jzgjrXZ6F8KdG8G+Jn8Rf2nKLaAM0UMuFWLIx8zd8DpXAa5faLP8AZrjTp7rTPCWlPshWFgj39wOvlgcn3dulcb4r8f654vuT9suWjslP7u0jPyKO2f7x9zQB6d42+MenRXrJ4asre5vYxsGpzRghP9zufqeK83ufGVxr+kyab4jlnu3WUz2l2uDJDIeqkd0Pp27VB4S8Faz4wvRDp1uRbg/vbpxiOMfXufYV0niKDQfh9P8AZbAx3+vRDakj4ZLY95GHQv8A3V6KOTzQBl/bvDNlpkK67otxc6jHKQscE5gLRkZIl4P8WQMc4rE8ReJ7nX3hjEUVnp1sNtrYwcRwj+p9Saz7+aW8t1up3aSXewd2OSxPOSfWqdtBJdzxwwqWdugH0yaALEFuw0aWclV3yAAHq2Ow/nXU+CfBza8/2uWCS5gjJIt4m2B8d5JD8saDueSewosNU8J6TYQve6XcaxqcQISGSTy7WP03Acsf0qprXj3XddthZvcJZ6ePu2VknlRAemByfxoA6zWfEum+H5F+xSW+pa3CvlwvCmLLTl/uwqfvv/tGvOLq4murmSe4leWaRizyOclie5NRx/doYc0AV5fumqqn5qsz9DVQH56ALiVOv1qsnapwaAGyfept2Mwxn2NOcfNSXePJQemaAGxfcFXIyQOO9U4Ogq7H9cUwJBk9eKcCQ3HrXR+G/AfiHxS6GwsmW2Jwbqb5YwPXPf8ACvcfCXwi0Lw/5dzeL/aN+Od8w/dof9lP8aVwPPfhd4K16bxDp+veU1pYQPvMsnymYYIwo7g569K+hh0FIqhQAAABwAO1OpAFFFFABRRRQBHJFHNG0ciK6MMMrDII9xXhXxj8D6HoWmwazpdqtpPPcCKWKLiNsgnIXseO1e815R8e/wDkTLL/AK/l/wDQGoA+dV60rUAU1qoCGWq461PKag6GkBciPAqYdKgiPHFTD7tMCOQ5NRrgnBp79aiOc9KAPQvAelRtarcGYRyXUwg8wD/Vrnn8a3NQitrS/tTZr5ltPIYJBngjkfMPXrXAeF9ZTT7p7a5Li0uMAlTyjjowrqNY8SW9uPtL3gu7p0xAoQBRjjcfeoY0cVqlqlnqdxDG4dFY4IHT2qkelPZ2kLMxJLEsT7mmnpVCIH60qdKSTrSIaALCmnGmLTzTAbSGlpp60gPYf2e7eJ9d1qdkUyx28aoxHKhmOcfXAr6ExXgP7PH/ACFde/64w/8AoTV79SAKKKKACiiigAooooAKKKKADFU9Q02y1Wze0v7WK5gcYaOVdwq5RQB4h4u+BMMu+78LzeU/JNnMcqf91u30NeC3enXmk6pPZahbSW9zE2HjkXBFfdNfOf7QtvFH4q0mdUAkks2DMB97D8Z/OgDyKjvSKc0uKYDlNetaG6WfwG1NLZjHd6hPNucfxbNpK/imf1ryQV6D4D1vRbrRNQ8IeI7g2tleSCe2us/6iYDHXtnj9aAPP7m7uJ4IYpJneKBSkSE8IpOcD05ra8GeHtR8RassFhpX20gjLykiCL3cjqPbPNdFf/C62sHMknjbw+LMciUyktj/AHBnJrpdQ/tXR/Cmj2PhXVXubTWo5d2oFfKVNgJKJGB8mQD8xyTRcC54x+IqeEtETwp4fuYpr+JNlzeQxqkcJ7rGo4z/AC+teISSPNI0kjl3c5ZmOST65poYvy2cnnmnFRtz6UAaei6Tf66ZtP0+2aaRirEjovuT2Fbq+DNb8L6hHcTW/mwtEyLNFyFZhjn0rp/CliNJ8M2oiybjU5wsksP3lT+6DXoD6bbWsEfkz5VmEU8RctzjIOfWpbswPmaZiZn3DB3GkWtPxHYHT/EV9b5BVZmK49CcispaoC1FjHNObGaYnQUMaYFe44HFU8/NVqfvUKJkk0gJYznirC+/WoVXFTL1oAHHzii6UmKOnEfMDX0D8H/A+hXvhm31y+sY7u8aZ/LMw3LGBwMDpQB5P4S+GnibxRse1sWgtD1urj5E/Du34V7h4W+DGg6II7jU86peLzmRdsSn2Tv+NelKioAFAAHAAHAp9ICOONIo1jjRURRhVUYAHsKkoooAKKKKACiiigAooooAK8o+Pf8AyJ1h/wBfy/8AoDV6vXk/x7/5FLTx2+3D/wBAagD54pjU9sA4FRmqAhlPFQZ6VNLUHekBbh6VY7VXhPFWKYEL1Ec5qV+tQk80ATWuPtUOf74zTpAwgzjjz2HT2q74YW1fxLYLeRtJA0uGVTgk4OP1xXTeI0sbbwlcQW1kImh1EqHJ+bJCn/Gp6gcYORSMOKfjgUjDAqgKsnWkj4NEtNTFIC0pp/UVYtPsX9nzedg3AZdgOeV74x/Wta8bw673JtvNRS0RiBUkgfximBz+ccUla9xNoomlWCGRofMYxs2Q+0gYB+hzUOoPpbWx+wq6uJj98clMDH65pAepfs8N/wATvXV9beI/+PGvoGvnn9nlv+Kk1lfWzQ/+P19DUgCiiigAooooAKKKKACiiigAooooAK+d/wBooj+39FH/AE6yf+h19EV86/tF/wDIyaL/ANej/wDodCA8dSn56U1BSnrVAKKRiMUueKYelICGQgKcACvoH4OxL4l+HosJZADpt7KMnkqskZAx/wB9GvnuU8GvY/hNqo8PfDHxpqxbBQokfu5QgfqwpAeb65LHPr1+8KhYROyxqBwFU7R+gqkM9OtMUs2SeSeSfWvTPhR4BfxFqY1rUFCaTZPu+fjznHO36DqTVMDf03Rn8NeGLCPUpjbkhH86Q4EU8mSsajvhOT6ZqfXfEyaRpJubm5tvtKIVt4LfOHcj77e+K5H4n+Mx4t8VR29q2dLsnKQgdJG/if8AHGB7Vw91JJNYySSszN5+Msc9qi2oG/4utotQ0TR/E9lGBHcxm2vQDnZcp1z/ALwOa5BK6rwXqNvIbzwxqUgTT9YUIsjdILgf6uT8+D7GucurSfT76ayukMc8DmORPQg4pgOSlfpTYzmnOOKoCpN1oiXinSj1ojIwRSAeRxTl6U0nilWmA89RX1J8FyT8NrPP/PWT/wBCr5bPUV9RfBNt3w1tPaaUf+PUmB6JRRRSAKKKKACiiigAooooAKKKKACvJPj2ceF9NHre5/8AHDXrdeRfH0/8U5pX/X2f/QDQB8+NzTD0p5zTG4qgK81QDhqmlPNQk4NIC5D92pz0qCHkVOfu0wIn61AetTPVcmkBe0ibyNYspgM7J0OPXkV0viucmxvo+m7VicZ/6ZiuPhYiRWBwQQQfSug8RXlrPDLFFcLNO1752UUlSuwDIb657UgMmmvTh0pr9KoCrN0qNakm6VEvWkBqWqW72dwZJAk67TECTz6itZZNDSWwkeFpI9pFyi5Dfd/LOfSsCFWdlRQWZjgAdSfSvUvDHw70e3iluvG9++mmNQ62jHYWQ9Du7/QUAcd9o0PCAW5wtyTlkPMfbJzz24qlftpbWOLRGS5E7ZJ+6yc4wO1eqx6P8INcl/s/T7+azum+WOZ3dQW+rcGvLvEugS+HdXmsnlW4hViIrlB8koHcf1ouB6J+z03/ABVurr62I/8ARgr6Kr5u/Z/k2+OL9P71g36OtfSNIAooooAKKKKACiiigAooooAKKKKACvnX9ornxNo3tZt/6HX0VXzp+0Of+Kr0hf8ApyP/AKGaEB5AtBxS9BTR70wHZ4qNqdTW6UAV5TkV6DYn7P8AAW+IOPtOuIp9wqZxXncnU8110Gt2r/CdtE3gXcesLcbD1ZDGRkfQikBm6Rp0+r6pa6fbgebcSBASeF9SfYDJrvvEvjiOwtbrw54dmYafDbpYxyIcBlBzK/1ZsDPoPevOrO6mtS7QSFGdDGWXrtPUVt6AdDs9+o6yrXflHEGnxnHnN6u38KD8zVAXPAvh59W162nurOdtMSQK8wQ7Nx6DNbOreHPD2k6JNqs0kt7bfbmCWqyeUzDkY3YNQaT4x1TXPGukLO6QWMUuIbKBdkMQweijqfc81H4xuA3gXSol4Z72dmx3AJqXuBp/DjXtI1fxhFo//CMaXawXMEiwMEMsiyBcqS7k56e1ebaldXV3q11PezvPcmVg8jnJYg45/KrfhDWIdA8Y6TqlwxWG2uA8hUZO3kHj8azbiZbi+uJkztkld1z6FiaAJojUrLxUMVTsfl4qgKNwcY+tIgwDS3B5pV5FIBaUHmm0q9aAJvSvqH4KAD4a2eP+e0uf++q+Xc19QfBFt3w1tva4lH/j1DA9GooopAFFFFABRRRQAUUUUAFFFFABXkHx+/5F7SR/09t/6Aa9fryD4/f8gLR/+vp//QKAPn9qjantUb1QFeXrUHeppKhBwaQFyA8CrB6VWhqyelMCCTqarZ5qzJVUnk0gJY+BUymoUPAqde1AEnamydKXtSNTAqzdKhHWppqg71LA9N+Cuhwa144WS5QPFYwmcIRkFugqT4w69c6r47ubNyRbaf8AuYk9/wCI/jWL8MfFieEfF0V7cZ+yTKYZ8Dop6H8DXoPjjwU3jvW59b8IhJ0CAXDs+1JZP9j1OOtAHi5Jr0vXQ2vfA3RtVlVfP027a13AY3JnH+FYcPwu8ZTXa2/9iyxktgyOQEHuT6V0HjWe18NfDLTvBsZYah9qaW8Q/wALA5J+hyMUwIvgI+PiDMP71hJ/6EtfTNfMHwJbHxKA9bKb+a19P0gCiiigAooooAKKKKACiiigAooooAK+cf2hT/xWGlD0sf8A2c19HV82ftByE+ONPTstgD+btQgPKG6Ug6UmTRTAWon4FS1G/SgCnIeafAecVG5JPNOhJD0gNGOn1HGeBUuOKoDV8L7j4p0/bnd5oxgVb8U3Tf2LpVoyEFJJ2JPHVyK54SPG4dGKsOQQcEUXN9dXUEMNxM0iQgiMMc7QTk/rUsDOk5cHpUsJzUMgyadASCeaAL6dKkZiFqKPpUj/AHaoCjcMQc+9SRnK8VBcnr9afE2I6QE5oBpoOaUfeoAkr6h+B/8AyTW3/wCviX+dfLwr6h+B/wDyTeD/AK+Zf50MD0eiiikAUUUUAFFFFABRRRQAUUUUAFePfH//AJAWj/8AXy//AKBXsNeO/tAf8gPRv+vl/wD0ChAeBGoXqWoXqgIJD3qActU8p4qvnBzSAuwVYP3arwVYPSmBBJVX+Jqsy1Vz82aQEyZwKnB6VCnSpVoAkHShulA6UN0pgVZqgzU83FVuSaQFmE81uaN4k1rQX3aVqVxbdyqP8p+o6VkabLbw30El1bfabdZAZId23eM8jNe7voHg74paGsnh5I9K1e1j2iHG04HZh/EPegDh5PjF40e3MJ1JFOMb1hUN+dcRe3l1qF5Jd3k7z3Ehy8khyTV+bw3q0PiH+wms5P7RMvlLFj73uPbvmu08d+HPD/g3wfZaMxFx4kkkFxNKh+4Mcg+3YUAQfA0kfE2EetpMP0FfUdfLPwQP/F0LUettOP8Ax2vqakAUUUUAFFFFABRRRQAUUUUAFFFFABXzN+0Cc+PrQf8AUPT/ANDevpmvmX4/8/EG2Hpp0f8A6G9CA8tU5FB4pQBkUpqgGimP0NO6Ux+hpAU5PvU6H7/4U1/vGnQ/fxSAvp0qYdDmok6VKelUBG1RP1qRjxUUnX8KQFSQnfT4TyaZJ96nQdTSAvx/dqV+EqKPpUj/AOrqgM65606P/V0254P40RHKmkBMjU/Peougp6HNAE2fkr6f+BhJ+G8Of+fqb+Yr5g7Gvp74FZ/4VvGD2u5v5igD0uiiikAUUUUAFFFFABRRRQAUUUUAFeOftA/8gTRef+XmT/0CvY68c/aB/wCQNov/AF8yf+gUAeBHgVC3NTN0qE9aoCvLyMVD6VNKaiAGaALVvVk9KrwVYbpQBWm71W71Zl71V/jpMCwtSA8VCpqVRTAmXkUGhaDQBVm6mqxqzL1qs5w1SBJCea2tEu9Ss9Xtp9IeVb4OBEIvvMfTHesrTLO41C9itLSJpbiVgqRqOWNe76VpOj/B/Ql1jW1iu/Ec6/6PbryY89h6D1NAGg13rP23+07i2/4raKPbFYLGDGYNvJz6d8+vFeE6vfXupatdXepO73ksh80v1B9PbFbyePdcHjFfEzXLm638oD8vl/3MemK2fihplndiy8ZaOg/s/VV/fBRxHMOoP1oAj+CJ/wCLpWWP+fef/wBBr6or5U+Chx8U9O94Zh/44a+q6ACiiigAooooAKKKKACiiigAooooAK+Y/j8cfEW35/5h0f8A6G9fTlfMHx+5+I8Ix00+L/0J6EB5oKVqRRTmFUBGR3qCU4FTtVWU5pAQHqTT4Pv1H2qSHO+kBop0qTtUUf3ak6CqAjaonOTUrVC3ekBUk+9TocbhSSckURD5hSA0EzipW+5ioo+RUzD5atAZt19/8aSDoRRdH56bCcOakCwOcipUGBmqpk2scVZRiVzQBNgba+m/gT/yTdP+vyb+Yr5iJ4r6c+BH/JN1/wCvyb+lAHptFFFIAooooAKKKKACiiigAooooAK8b/aA/wCQRov/AF8yf+gCvZK8b+P/APyCNE/6+JP/AEAUAeBSGoT1qSU81HVAQS8Go160+bOeKjXpSAuQ9KnbpUEHSp2+7TArSdTzVTq1Wpaqj71JgTr1qUdqhXrUoPShATJ0paanWnE9aYFabpVWT71WpR+VVmODzSAksbmeyvI7m2leKaNtyOhwQRW3fanq3ibVBPeSz317IAq8FmIHYAVnaFpN1r2t2umWSbri4cKvoPUn2Fe33J0v4IywpAkOqXt3Dl1kAEsbj+IN2Q+nWi4HmL+BfFcVp9pk0C+EWMlvL6fh1rNfWdSj0J9CMzLYef5zQEdHH16V6PB8evEiXolms7KS3LcwhSDj/ezWb8QrKDxHpY8d6VZRWljLILeWMffL92YDgc8UMCh8GmI+Kmk+6zD/AMhmvrGvkv4OsB8UtHyevmj/AMhtX1pSAKKKKACiiigAooooAKKKKACiiigAr5g+Ph/4uTGM/wDLhF/6E9fT9fL3x7IPxJT1FhF/N6EB5yo+UUOKQH5RQc1QDGqvKOpqyaryjINICoT2qSHk81EetSxfe4pAaC/dqQ/d96jj4FPJwpqgImOKhbvUjEVExwDSArPSxH5+lJJilhOHpAX4TipyDVeLpmrB+7VoDMugd+ahXjnvU911/GoVFQA5T1q3FylUwOKswZ20AWCM19PfAn/kmyf9fc38xXzAOuK+nvgR/wAk4UZ6Xkv9KbA9NooopAFFFFABRRRQAUUUUAFFFFABXjn7QH/II0T/AK+JP/QRXsdeNftBf8gbRf8Ar4k/9BFAHz/IeaaPu0PyaOi1QFaY/MKYvWnS4JBNIOvFIC3D1FTt92q8XSrDdKYFWboaqLwxzVqY9arDrSYEq9alWoVPNSjrQgJk+tOPSmx9ae33aYFaSqz4JNWpOlVWHzGpA9X/AGe4IJPHF7JIF3xWZMefUkA4/Csb4qS3MvxJ1j7VuykgWME9EA4x7VzPhDxNd+EPElvq1oNxj+WSM8B0PUV7TdeHrD4yQya9bahbWF8FEcNuuHdVH/PXvn0xQB4Z2r0/wcv2j4K+NI5V3RRlXjz0DYHT3qaL4CeJWuhHNeWKQZ5lDEnH+7ineMNStPBnga48B2oV715t01xGRiSM87j6Htj2oA5f4RED4paKf9uQf+Q2r637V8i/Cchfihoee8rf+gNX10OlABRRRQAUUUUAFFFFABRRRQAUUUUAFfLfx7P/ABc0f9eMP82r6kr5Y+PR/wCLnHHayhH/AKFQB54DwKdUS8Y5qWmAh5qCQcGpycVFIOKAKB+9UkP3jTHHzH61LCMNSAvL0pxPBFMU05vu1QET4qF+hqVutQv1pAV360sfLU1+TSx5DikBoQjipzwtQQ8gVYb7uKtAZ111/GoFqe6GPzqBTxUATKm5RViNdoqKI5WpgKAHjGa+nfgR/wAk4X/r8l/pXzCor6e+BH/JOF/6/Jf6UwPTaKKKQBRRRQAUUUUAFFFFABRRRQAV43+0H/yBNFP/AE8yf+gV7JXjn7QX/IB0b/r6f/0CgD57bJalbhaXHNNk6VQFWTBNNTg0r8HpQo5FIC1F0qdj8tQRVOfu0wKk3GTVcc1YmHFVwMUgJFHNSjrUK9al7UATR9ae1RxmpHpgQSdKqvnPFW3Gc1Ufk1LAmt9PuLm0ubtCnlW2PMy4B54GB3rUs4NT0uzi1a2la3DH5Hil2vz0OBzg4NUrOx1abTrh7S2me0bHmsi5HynjJ/GrYn1S40OOJ43NjH0fZgYB6Fu4BPSmB0t54h8dwWsEF1quoLFdECINLjfnpg9a5y40zUTd3SSQySTwcznO4r7k1ZutW1i6TTRdGSRIMG0ynBwQOPXpiphqmr29/qIS0Mct0h+0RiM8D8enWgC58L2K/FHQPe4x+atX1/2r4++Gny/E3w8f+noD/wAdNfYI6UgCiiigAooooAKKKKACiiigAooooAK+WPj0B/wsxvezi/rX1PXyv8ef+SnSe1nD/WgDzeOps8ioUqUUwFY1FJ2qXtUMhoAqydT9adb8uabJyKkgGORSAuL0pzfdpq9KV/u1TAibHaoXp7VE1ICA9aVPvCmnrTkOGFIDQh4Wpz0qvF92pyfkqkBRuj/Oq4HFT3X9agHQ1IE1vkkjrVqqducPV3igAHWvp74FAD4cJjveTZ/SvmEda+n/AIEjHw4TnObuX+lMD0yiiikAUUUUAFFFFABRRRQAUUUUAFeOftB/8gDR/wDr7f8A9Ar2OvHf2g/+Rb0g9/tjf+gGgD59JAqJ8tT9vqetKUAHWqApSfexQp5pZSA1IhycUgLUQ4Bqc/cqGHBTNTnG2mBUmqsQKtzDmqj4INIBy9alzxUKcNjvVgAE0wJI8GpHqOPG7FSvQBXfrVaQbXNWnqtIOQaQF6y8Sarpumz6fa3Xl2txu8xNoOdwwefpT4db1AaKdJE2LI8mPHfOf6Vjtip7fGcUgN2bXru6XT0kEWLA/uQqYwMg4PryM0+48Q3s97eXbbBJdxeVIQO3t+VZSgbsZ7UoAxTA6T4bkD4l+Hs/8/ij9DX2FXx78OFLfErw8ByReKfwANfYVIAooooAKKKKACiiigAooooAKKKKACvlb478/E+f/rzh/ka+qa+VPjqf+LpXHoLWEf8AjpoA87QcVLxkVGhB6cCn0wFNRuOKfmo3NAFWRcZp8GcUkgxmnwjApAWlpZOF96RelLL93HtVAV2qKTpUp471E+MUgK560o6ikPWlHUUgNCH7oqdz8tQQ/dFTt0qgKNz3FV+q1Yuf61W7VIDo2w1XgeM1QT7wq8M46GgBQfSvqL4Ff8k3j/6+pf5ivl0da+ofgSQfhwmO13KP5UwPTKKKKQBRRRQAUUUUAfD/APwnXi//AKGrXP8AwYS//FUv/CdeL/8Aoatc/wDBjL/8VXP0UAb/APwnXi//AKGrXP8AwYS//FUf8J14v/6GrXP/AAYS/wDxVYFFAG//AMJ14v8A+hq1z/wYS/8AxVU9Q8Sa7q0SxalrWo3katuVLm6eQBsYyAxPNZlFAEnny/8APV/++jR58uMea+P941HRQA7ex/iP50b3/vN+dNooAeJZF6SOPoaXz5f+er/99Go6KAHmaU9ZH/76NN3N/eP50lFADt7ZzuOfXNKJZB0kb86ZRQA/zZM58x8/7xpTPKRgyuR/vGo6KAH+bITkyNn619G+Ffgb4Z1XwvpGp3t1qbz3llDcOqyqqgugYgfL05r5vr7f8Cf8k88Nf9gq1/8ARS0AcLL+z34QcYS41RD6idT/ADWsK8/ZzjWTOneIXVOy3FuCR+IP9K93ooA+c5/2ffEMbnyNU0+Vexbev6YNMj/Z/wDErHEmoaao9Qzn+lfR9FAHlHgD4OJ4T1qPWL/UFvLqIEQxxx7UQkY3ZPJOK9XoooAKKKKACiiigAooooAKKKKACiiigAr5T+OxA+KVxyADaw9/avqys270LSb+fz7zS7K4mIA8ya3R2wO2SM0AfECOv95fzqTzEx95fzr7W/4Rfw//ANALTP8AwDj/AMKP+EW8P/8AQC0z/wAA4/8ACi4HxMZFH8S/99CmmRT/ABL+Yr7b/wCEV8P/APQC0v8A8A4/8KT/AIRXw9/0AdL/APAOP/4mgD4gLK2ckfnUkbIP4l/Ovtr/AIRTw9/0AdL/APAOP/4mnf8ACK+H/wDoBaX/AOAcf+FAHxUrp/fX86WR1P8AGvT1r7V/4Rjw/wD9APTP/ASP/Cj/AIRjw/8A9APTP/ASP/CncD4iLL/eX86hcg9CPzr7i/4RXw//ANALS/8AwDj/AMKT/hFPDx/5gOl/+Acf/wATSA+GcfT86VfvDp+dfcn/AAinh7/oA6X/AOAcf/xNH/CKeHR/zAdL/wDAOP8A+JoA+KoGUKPmX8xU7OmPvL+dfaH/AAi/h8dND0z/AMBI/wDCl/4RjQP+gHpv/gJH/hTuB8QXBBHDA/jVavuY+FfDx66Fph/7c4//AImk/wCEU8Pf9AHS/wDwDj/+JpAfDsfDZJH51aWRf7y/nX2z/wAIr4e/6AOl/wDgHH/8TS/8It4f/wCgDpn/AIBx/wCFAHxOGUn76/mK+ofgOQfhyCP+fyXv9K7f/hFvD/8A0AtM/wDAOP8Awq7aWNrp8Pk2ltDbx5zshjCLn1wKALVFFFABRRRQAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfb/AIE/5J54a/7BVr/6KWiigDoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKQBRRRTAKKKKACiiigAooooAKKKKACiiigD//Z", "path": "002191.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002192
Men Tshirts
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", "path": "002192.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002193
Men Tshirts
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", "path": "002193.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002194
Men Tshirts
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", "path": "002194.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002195
Men Tshirts
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", "path": "002195.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002196
Men Tshirts
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", "path": "002196.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002197
Men Tshirts
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", "path": "002197.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002198
Men Tshirts
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", "path": "002198.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002199
Men Tshirts
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", 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