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.
000800
Men Tshirts
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", "path": "000800.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000801
Men Tshirts
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", "path": "000801.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000802
Men Tshirts
{ "bytes": 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", "path": "000802.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000803
Men Tshirts
{ "bytes": 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Bx6dq0NFaZWj/AHgCKTtyen+c9au6zpK2U7KI9ydenOK1PC1pbw63YyTBRE8kYbeuQqkjPH+etbxkpI5ZQcHqe3fD2K9fRBe3c77Jflhh/hVR39yfWux7UyONIo1jjUKijCqOgFSVqjmbu7hRRRQIKKKKACiiigAqhq1hBqWmT2tyuYmXJ9iORV+mSIJImRujAg0AfNV0iRw3DSY6k4Y4HB4xXP6bpcuq6oigN5ZPUiug8U6cY9dmgyQiSlVB6YB7Vr+HxFbXEchPHXFc7dkdq1Oi8O+HF0uTftAfHpXRSZDbiR+FNtpRMisM8806QEmsJanTDQdGcirUVUkZd2NwyPerkLqcAMKmxrzFxelITTkwe9KUA5yKqxnfUgZqz9YtVvtKmgcBsrnmtKTy0GXdVHqTiqf2m2lkMSTIxx0DdamzTuVo1Y878KXI0Txbbl/lhaTy2YngA17XEVS9O1D++XcWzwSOP5V4h4kt/sHiAxAZSQh1B6dea9esIZbZLLym3xMQQkh5QFecGuyk7o86vGzN+ikVgw4pa1OcKKKKACiiigDlPiDr7+HPB93eQqTO+IYuOAzdz+Ga+Xr1ri5UvNIzl2JJJ6nvXu3xxuWTQtLtADie6Zj/AMBX/wCvXhyqZ3wT0BC+1RI0gtDpPA+hC9vvtMy/6LbHai9nfua9bggj2gbBj6Vg+HLFLLSLSJQM7dzEdyeTXTQjBFcc5XZ3QjZEgsYWQgoDnmmNo9rIvNvH0xkqKvxYJFWlCjr0+lERPQ5K/wDBOmXqNviAJ7KuK5i8+GcDqwhleIE5x96vUyVxj8qgki3DIq230YlZ7nkP/CuriFTGs0ZU9SFqvcfDmKOIlZm809/evWp4xms2aPPWp55Fezj2PnjWNMl028eORMMvXHceoqpE67sHBDCvXfFHhUavKJIm2yoPTqK8pu9Plsb2WCWNVaM8ZPWuiEro5akLPQtaArL4jsHVnULcxgFDgj5x096+za+Vfhv4WXxd4mitZ7v7PBbr58qKPnkUEfKvp1HPpX1SBgYrVGDFooopiCiiigAooooAKKKKACiiigDM1zS11fSprQkK7DKMRnaw6V89auJ4b+e3lEY2NjCLx6V9L14j8S9DOl6oZ4UxFcqXVuvIOSP1qWjWlLWxH4Ds1lvDMyjCDj613V3psN2cNGp/CuP+Go32ErjoHwTXoKiuWerPRhokYsfhy0XGIgPwqydCtUGBGM+tbEY5xUpT2pKKB1Gmc+2jQqPljGfpTVsFXgKPyroGjyMVA0ODUuFhqpcyjahV6VQnjGSMVuzLtQ1z9/e21u/72eNCTwGYCk4lxmcl4k05Wtnm28qKxPBmmza14hsoANqrIOB0ULyf5GvQbu1S90i4cYYBCeOc1m/CSz36tPcKMJDG3PqWOB/I1tRT2OfEtNXR7LRRRXUeaFFFFABRRRQAUUUUAFFFFAHzn4puGn8Q30ssZDtOyjb/AA88ACn6Xue+iQ8L0A/mad42L2niq7V8KfOYnAx19KoaRdAavGxY7GIUDFYSVzsh0PW7KHZbIPbrWR4hupgVtrWUoSOWUc1vgEWoIGPlrkNVt7u5Z1iOGb+L0rF6HVFXMk2ZSMtcax5BPdmxVOG5urO6JtdZE3PZs5rRt9AhWCe2uAbmSUf61+qn2rQt/C1rDBG48wPGdxdhnfxjDeopNq25Vne1jU0bXZ7pRHIB5g4OOK1L67uIIjtOGI4PWuYsrRlv/wB0CiA810zx/aLYo3J9ayRo0rHG3eye4B1TWH2lvuof0FaNhZ6JeENZXLsyH7wfnIqSfwxFJatbvCxRm3CRT84P1607TfCsFleRXMDPGyLtI/vfWtLq25nZtmX40tzJq2m56umMk9w1eraPMtzbJNGwMKqI0I/iI4J/OvP/ABVpF5qkunR2MbNOGdeB0yB19q9H0qzOn6Va2pKloolVivQnHJrpo7XODE6SsXqKKK2OYKKKKACiiigDyb46B10TSZQBtW6ZT65KcfyNeOacqyGKMAFmOD+de2fG+2km8K2Ei/djvl3firYrxnQ7I3et2kKtnc/bsOprOZrT6HsVhF5drEuOiitaMjFZ/mxwRgyMEHbJog1ewaTb56fXPGa4rNnemkbkRI5qfzMAD+tVYJ4ZACjhh7GrQKMOvIpoTsxrP3waDIcdO1O8sEew75qFmXnFPUSK8xyOtUJSBk1flG5Tg1mzk81OpaKrcFnNeP8AjVVXXZGQZLD5sd69dnP7pseleLeKrjzNYPOT6VtS3Oetsdr8DbaVvHMkq8xx2Lsx+rKB/X8q+i68r+CWiR2mgXWrEHzruXyhnsif4sTXqldSON7i0UUUxBRRRQAUUUUAFFFFABRRRQAlch8SNM/tHwjPKozLaMJ1PsOG/Qn8q6+sjXdQtrS1+z3DIq3IMXz9ORj+tJtJXZUIylK0dzzf4bFRo90oA3CcnFdJqviLTtCjBu5gJHHyRD7zVyvgq1m0rxBqemuSUCh1PqAcZrf1TR7CW9N9PbiWUgD5uenpXLJJSuekr2sZT/E+xhUNJaSBSeSD0rQ0n4jaXqk3lKskbdt4wKzbi40k5gltLRdxwFkA3N9FAJrjru/0BbxltIolljYA+WjoAfqfpT5rq6QuTWzZ7cl1FIgZWBB9Kr31/HbQNI5+UDNcn4cnnnjjALBWAI3HPFaviAeTaHeC2RjHrUc5fIk7HBa94t1nUZ3tdLikzuwCq9vUk8AVl2ng+5vmM+s6kkbsc+UjZI+vOPyrYiTz7iaK5NzAgU7PKhyu7sM96xNO0TXpZN93PLEq9PnB3c/3QMDjFUpOwnBKVnqdx4a8OHSLK/WK+kmhljIETHIBx1FXPhJKsNrNak/vJF8zGOmGI6/jUelvLbhFYEAjFafguyWz8QXyKfu71A9iQw/nTpybaIrQiou/Y9BooorqPNCiiigAooooAKKKKACiiigDzbxfpUSawBNZpcLqcwQSN1jwO1c3eeGrTT9UsZLcYTzAvvXqXiS1il077XIPms3+0p9VFeXx3N3r9hqN6Zgz2syTRIOMKOuK5p3jM9ClaVK6Wx6CygQbfbFZUipuIwKfZ3wvLKOUHh1BqrI+2Q896xnqdFLQnRFzwBRcPmPHoKYj8VFdSeVbvKQSFBP1rCzN9xbSJQCRjJNaEAypHvXD3XjFdM0+FobKW4Z/9YU5ZefStbTfFAuLQyRWssjEZ2KMt9K1irIVmdWvpS7etUdMu5ruAyTW5gIONhOTV8ttWotqQ9C/o8atOzMPmQfKfTNblYWiPuuJR/s/1rdrvo/Ajy8R/EYUUUVqYBRRRQAUUUUAcZ8ThHJ4GvoCu+ZwDCo67lO7P5A14l4CtHfxFHKxyot2b6HIr2n4maebvw4syY320m8fipFeW/Dq3P269d/vRx7c/U5/pWVR7nRTitGjr7yyt5wzXWSuMAZ6CudutO0V4zJsnjQniYy+WCfYsea7SS2WaMgk5xXN3nhW1uRcC4d5JJsDdJ823H930rmjLXVnU4u2hytvHcWN0JrDU5JYVYEkkMAM9yhOPxFegaNqE80SCWTc2Scg1k6X4Ys9Oimjgl8yZyMTPncuPfv6c9q2LKyFteLtC/Njcq9Ae+Paio10YU07aqxrS3ZhjLM3auU1rxPc26MtoUBzjezYFbmvZEISMfe4z6VhQaGvmB3YKDGcTBl3lz6Z+6B+ZqYauxUtjAj1TxQ5yJ7bY/aWQL+WauQX2v282Z7XzEPUxsGBqqmgeJoLpy+o+bDt+VHberdfvBsg++MdK2tGtbpQ4lgEBz80aNuQH1X0+laTsjOCbLyXIuLYuoIyOQe1eIaq/wBr8QXIC5zKQvqeele4yQCISBRjINeN2tg1zrJJB2BizN1x/iaqlbVmdRN2ij6f8FaNJoPhHT7Cb/XrHvl9nbkj8M4/CuhrlvAOotqfhK1mdpn2lo1ab7xCnAz611NdK1Ryzi4yaYtFFFMkKKKKACiiigAooooAKKKKAErn/ElgLlrG5xn7POCR7HiugqK4hWaB426MMVMo8ysXTm4TUkcHGyP4xkkSMIptCgOfvENk1stCkowwz9aq38DWskdwV2mCcGQeqsNpI9uQfwq4HCkg1ytdz0k09jMl0WOG5a7to0SY9WUAE/jXL3Hgi1utVe7mtk3SNlssTn6AcCu/Mm5cCmRx/vNzfhQuw/Mr2WnxWUUMaIFWMAADtUHiCNZIVDDvWqSGbAqpq8Svbc9uaLaCjL3kc5b6YrnliRV1NNhixhcn1NQ2k+19hB9q0t+cGs2bGZLHtuFUDvXQ+G7PbfahekAB5PLXnrgAH+QFYbANeKx6A5rrPDZD6DbygY83dJ+bE1vQXU5MVKyt3Neiiiuk88KKKKACiiigAooooAKKKKAIZ4Y7mB4ZVDRyKVYHuDXltzoFr4VvG+z+cRNG0bRZyGBPWvV6yNX0GHVXWQyPFIo27lAOR+NZ1Icy0N8PVUG09meceG70yWk9uWyYJCv4dq0ZGLEH1rO13RpfDGsOLIs9tPGHJc8s2apQa4PMbzlxsI57GsJROyE1ujqYkyoNJO0SIRKwVfeq1jqUdzHlcFQPvCsvUma6vsyAmBF4QH7xrCSN4ybYy8gtJJP9FgDOTyQOK0YoY4rWKKzKpIc+YQcfnXMNqF9K5SC1EEaHGG4qe3GsmbH2eMjGd4JzVpHVGg5LmbOzsrvyItlwnlkfxdjWl5iNHuU5UjINclaz6gZlt7m2WWNuu1uBWvbFdPs3BJ2biV3HOB6VLWphUi4s6TQCDc3A7hRW/XGeDLlrvUtRkzlFRAuPqa7QV201aKPHru9RhRRRWhkFFFFABRRRQByvjgzHSESLhXfDflxXEaDop0i4ui77nuNrnAxjrXpPiC387T93GEYFgRwQeDXEyuYtRZNxZNgKewya56u53UZJ00jTjQU5rcN6Go4HBGDVoOoGT0Fch0FRoBHzwKrwDdcEjtU1xdh/ljGOcZ9aSxj3MR1Y07XYyrqZDYU/WktYVmtwpAOOxFS6pEUXJ4YGo7KVUfY5565pO6YdCX+zQT0OKe8CxJgDFX/MUr1FUrkjaTmhoRl3bbVLHspP6VxvhyxtjPJDJHIJRuOW4DE9SK6nU5gI1X+JztA9c1Ho1ul5qsM0UbGDcEEhH3z93j1raO1iY2u2z03w7YrpugWNoq7fLhXI9zyf1NalNVQiBQMADAFPrtWh5knd3CiiigQUUUUAFFFFABRRRQAUUUUAFFFFAFHUNNg1G3aKbcAylSVODg9q5O3ncq0MmfOgdon9ypxn8eK7muC18NpviGaRRhLhVmHoSPlYfoDWVWN46HTh5tSszUic4Galfp71StJ1nTcp44qPUdbs9LCi4kCs3QVzK53N9RNUv76ygX7HZfaJmbADSbFx6k1WvdeCaez3AWNguWy2QPx71hajrVzr8YXTd0UAco8p4BGP5Zrnk8OySSFbrV1FuoyyKS2T6VdvMFrsjX0zxJbXtxsFwjkchsbc10UF5HMCEkViOoBry680fRLWTy/t1yJlySqr82P6VqaBpN9p91Hd+bObVgWKSNlgMcZFTKKRXvrdHXarfrbQvzhiCCfSu/8ADkYh8N6agGP9HQ/mM14hcajLf6pLFE2VncQqPQscV77awLbWkMC/diRUH4DFb0Y2RwYmV2ieiiitjlCiiigAooooAKKKKACiiigAooooA5Dx5pxudNjuk4aDcCw67SK8Wv5ZLNzBLuEWOMd/evovU7dbnT5onAIKnqK8M8T2LaYzNdW7TWRPyuvOwehrGa9466L90j0e6FrsEUjsH/gYZ/WukkO5d5GK462lhtI0aF22N3Xmuo0q7SYEStuzwCa55xOqEkQ3Yd13ICSOcim2Gt38sogjhkJXgt6V0yxWyAHC5ParcS28DgqEUkZYhalNnVGo0ivYxSBQ0o+c9ara9cKlhMHYBVGSSa2WuYRbtIMcAnivOtUubnxDqJ0m0JBd8u38Kr6mhJt3Makz0D4WW0o8PXF/L0u5y0Y/2F4H65rvKzPD9vDaaFaWsP3IYxGPwrTrvWx5E78zuLRRRTJCiiigAooooAimhSeF4nGVcYNcDr+lSaZeQSmVXikGxQOGyOefzr0KuX8bIv8AZ1tIR8wn2g/VT/gKzqRTjc1pSalY5+GbaasFw4+ZsL3rPRg2CO3FU9burq0g8yG3knIXIjj+830rhS1PQuat2iy25WKTy2/hbrgisaPUNU02b9+EuYDk+ZEuCv4VDpvibTdRgISO5dkOHQxFWU+h9K0m1eyKMslvIqkZPBBwatIEpMw9Q8Qajf3QSzt9sY+9JKDyfatHTVnVmkvpkeU4UBF2hadLq1ihxFaEkAnIBzj1rK1PxbpmnbY72KaEtwAIyaGrlOMkdXHPs+XOV7Go7mcbDVPTfMuIkm2sI3XcN3HHbjtROQInbPfAqOpN9DHvJTPfwRZ5zn8q7nwlp4e8WcxgR20e2P0DH/61SeBrCGXTLm7mhRzNJsyy5yqj39ya6+OJIkCRoqqOgUYArrp09pHHUraOKJKKKK3OYKKKKACiiigAooooAKKKKACiiigAooooASsHxVpUup6UWtxm6tz5kQHVvVfxH6gVv0UPUadnc8ZsdXltJowsmVdhuTpj2q9qOnW+t3isxkV2XcGPIFXfHPg545m1zSYWZw+65t1Gcju6j19R+NZ2hast4yKrZBH+c1yThZno0qikipJ4eeOPybvU7po24V0IUD8AKH0RkZSusyKoBHyqoP54rr7jTFu7Ypv2k968/wBY8Da5JcsYNVZIOSAGP5Ul5nVGqktie10GzF1iL58ndLKxyXP49a3r10htWTdhtlZeiaYNDhKzzSSzf7XJxWfr9291KtrZ/NdznagyeB3J9hSauyZ1LlLwhA1/4wF6+1rezk8zp8rSZ+Uf1r3Oz1exvUiMV1D5kg4jLjdnuMda8qt7SHw/ovlI2BEhaSTuzdyazvB8UjyvfuCJ5W35/ujOQK2pTu7HFXpq3M3qe70Vl6Vq0N9GsbSKLhRhl9fcVqVucQUUUUAFFFFABRRRQAUUUUAFFFFADSMiuA1+yVXngkQPHzlW/iBr0Cua8S24MiSf3lx+VY1l7t0b4eVpW7niGpeHbiwzPpIYxsfnt2OcfSspdXubXcJRIkiH5g3GK9RaFUlww6niuO8TafFcXBkZPmPG5etZKd9zrdPsVbfxdj94SWz0Ga0JvFJNsrJIAxPQnrXJ/wDCNlnUrMePUVp2HguS7lBluXVf9kdaTcBxc9rGmfE9zfuLWy3PNINgVfWu28L+Hho9s0kx33U2Glft9BSeGvDFhosZMEeZGOTI5y2frXSgcZNZynpZGkY9XuB1qfSrSUQ2/wBobBZULY+tcna/ErWNZ1VbSzgggCczfISUHoc+tbWpypCmWPJ6CsW1tYop5rhIlWWdg0jAcse2awqYiUVZM5MVGCd1uem6TfG+sVlbHmDhwPWr1cf4d1Bba5MEhwkuBk9mrsK7sPV9pTT6nGLRRRXSAUUUUAJXP+Mwv/CNTuw+4yMD6HcB/WugrB8YIsnhu5iYZEu1PpzUy+FlR3R57b3pliBXAPp/Oty2Czxox6gZBrhLC8aO9ktphtkjOCPX0I9jXaWE4a3RlIPrXDJWO6nK5UudFMV0byyzHMQQWTGRxj6H8atW2o38NsYpxDckrs3um1jj1x1rROeoPJqjdyXKyfJEjrjnjrxTjK5u2mrSVyrqOtX3/Lva2keU2kyFmPXPbGBWPa6D/aWrLqepn7RKjExhl2quTngd/qa6BIiygyQJv9jmpwPLG5sZ9u1DlYfuJe6guZRbWp9W6Vz9zdBLZVIO4nJH41a1a8WNcM4wvJFSeDtKk13VI76VHFjbNuyR8ruDwo+nU/lThByZz1JpHomgWJ07Q7S2ZdrrGC49GPJ/U1pGlortWh571CiiimAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUANZQylT0Iwa8n8R+FHXUnv9McW98j5Zc4SX/eHY+9etVzOsoPtrkdGArOptc3w796x5RN4z1XTpANQs54JO4ZSVI9iO1NX4iwybxLKcc8+3TpXeTRRPlZI1dfRhms99KsmcH7HBx9392OK53NHaovoeeSeIdW1q+SPToHlRSRvYYGfUmuo0HRGsnN5ey+dfuCGkH3VX+6tbJtEiG2NFQDsowKoaje/YoDsUvO3CIBnJ9/aocnLRFWtq2Z/iGdr2aPS4MsXIabHZew/E/pW7ptsLe2SMIQRWRpmnOm6R2LTud0j9ya6OKNYoQgbDEda7aVPlRxVanOyP51k3ISGHOR2NbUfiifT4c3bLLCgG5m+8MnAAPc5rJjQySZXp/n/wCvVP5NYm/d4NrBJ8rdpJB3+g7e+a0MrXPSLXVrO7UbJQrH+F+DV+uAhh/d4YEn1q7b3t7aEBJmKD+FjkfrSsS4nZUViWuubiBcR4/2lrXimjmXdG4Ye1ImxJRRRQAUUUUAFFFFADWYKpZiABySe1chea3aa0JRZMXjt5GiMnYsOuK0fGMssfh6dISVaQbcj0ryD4Za4sxvdGlytys8kq57jvXNVqO/Kjow6XNdnVX52MW9657VB5yjgcmulv0EsbCsNrbewB7VznetClaWO8qcV0+n2qxkcVDaWyRrzWnagEn0qWVfsaEIwMdqS6u47SEySEY7DuT6CoZbpLePd1PpWRM0l1MXlOT/AAr2WsqlRRVjCtWUF5jJJmuJzNKMn+FR2p6svU/WmNshGM1EGaXoMLXBJ8zPMlJzd2WlmUDc31/wrUsvFt/bhUljS4jHA7MBWBnt2pwwDWtOpOn8LsB3dr4t06fCzF7dzxhxx+dbUVzBcoGhmSRT3Vga8sBzxUkZMbBomaNh3QkV2wx0l8SuM9UzRxiuEs/EuoWxAlYTx/8ATTgj8RWhqfilG0lzZK4unG0KR9z1b3rtpYmnU0T1InNQi5PoW7rxlotlePbXFyYyh2tIUOwH0zWP4i1aPULuKG2kElvENxI6Mx/+t/OuHkw+Q4Bz1yM1f067DS+XIfnPT/ap1nLl0OTLswjVqOFTR9DN8SaJLIFvrL5buHlPSVf7prN0TxPslWOUlAPlkRuqnoc16AYhJFsYZU+lcL4q8MGSQ3EPyODwyr1Fc8JK1me5KLveJ2ttqEbxK+8MCMgA9qti7gK5LDjqfSvFYdZ1bTSYG+dQ2Dxn/wDVV2LxncKXEpOOgHrVcnYXte56xJPGpJB4FY+pa1DaozPIBxxmuHfxufLIVZHb0HOfestptQ1afzJDtXI+U9QKFDXUcqt1obk99d6tdxW0GRcTOEJPQZPX/wCtXv8ApOnQaRplvYQKBHCgXOPvHuT7k5NeN+BdI8zxPp+OUjYysDnjAz/Ovcq6KVrXRzVb31CiiitTIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBK4rW9ZA8YW+kbRmS0abOem0j+hNdYl0ss2yPkAE59fpXlOrzu/xWWZj8y2bY59xxUz+Fm1Fe8dO6jdkioyq+lWC26JT6iq5OOa4WegivcqFjJqnb6PmU3M65kccA/wAIrdtrTzWWWYfIPuqe/vUssLPIAo57100aVveZy16v2UY6xqqnC8CkWFnkGc4rYWxwBuOa43xH4qEDvpmjEPct8rzLyI/Yep/lXUcw3Vrp9R1EeH9PJVc/6bOp+6O6D+v5V1FjYrbW0cUSBI0UKoHYVleFNEGmWW+XDXMvzuSDn866YAYH9BQMgEYQn5qedrrgECpdoUdOPpSsgPIz+VAFTbjqQackrQOHjcow7irHkBuhbNRyRlEJwCeynuaBF2HxAyHZOgb3HBq/BrNpMQGYxEnA38A/jXMNHwWOcnqaYHKAg8jofelYVjuwcjIormtK1Jbc+W7ERHsedv0rpEdXQMhDKRkEd6klodTSQASTgDqap6hqdnpcBmu5lRQMgdSfoK4fUdXvvEW8sxsdHXlgW2tKP9o9h7VhVrxprXcDf1q/t7+FILaQSKGyWHIPbFeCvcx+HPiPeXdoyOhJRgpyCT15rW8Y/EO3tbSTSvDsgaUrse5UYWNfRfX615fbSYADluWyxB5J/wAa56XNOTnPS5UZOLuj3PTNdi1B2BOCRyDW1Hp4mTcvNeK6Lr8NvfeVNKwQ9JAOV+te0aPq8EGj+dI28BcjHJf6Upx5NXsehTqxlHmILwpZRF5GCqOpPaspvHOlWsbKu8MFOCRw1VtTnuNVlLshCt91T2H0rLudBt5ohEyqC3XaOnvXI6nMzjqYqTdo7E0fxI0id8XBuIm9fL3CrA8eeHf+f2T8IjWQfCGnbQoUgfxN3NWLfwtp0LA+SGx61MlRZzuV9WWZPH2hA/uYrucn0jIFbVpqqanaJPDDJCrdnGDVOHTLWMALbxgD/Zq/Gm0AKMAdMVlLk+yFyTf6UoNCx96lCYGcVAgUYqRTTKAcHFAyYHtTsA1CpzyTgUebvGF+Uf3vWiwrjbm1gmUtIQuP4x1/Gsa4tnt8EnK/wuv+eK3Qqgg9T3zU/lxzRlHRSrDkV10MXKD5Z6o8/E4GFT34aSK+kaqsxFtcELL/AAsej/8A161p7cSoQRkGuLvLV7SYxMMjqp9R2Na+meIPKCxXrFlHAn6kf73r9a75U18UdjTAZrr7HEaNaX/zMvWvDsUjl41Ct6YrmZNDdSQR+leqzxxXEQbhlIyGU5BFYlxp3J2HNZXaPfspK5w0GhlOW/lWlBYJAeBz9K2HspUPC8VNBYHdukou2OyOh+HtnjUbq4I+5EFB+p/+tXomK8u8O67/AGb4ys9K3AR30T7gexH3D+e4V6jnmuykrQRw1JKU3boLRRRWhAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVXuLqO3Ubjlj0UdaAHzTJCm5z9B61n3F8ZcxxjC9z7VVuLlp2Dk44xgHioJrm5is5BZxxNOfuGQZAqkirC6hqkWgaDf6tccLBCSgPG9uwH1OK881y4kXXdE1wWqrb3EG2d1OSsjKDtb+ldPc+Hn1Zw+u3ct+VO4Qk7YkPso/matzaJBNAkS4S3VfLeILkMMfLj0INKcbounLllcW0ImsIW/vCm3RhtUZ3ZS4GVjz1qtp90La1uFm5a1kMXH8TAf4c1g3V9LfTzOpyo+Rc9z3rCnS1vI6KlXpEuN4wmtfkktkuXzhEQlTj3qymv6/e5+x6DFFkffuLjIH4AVBoGhrG5nnBLn1FdUqhcAV0nMzmJ9I8QaspTUNXEMLfehtU2A/j1qfTfCWnaY6vHFvcfxPXQnj2pMnsaAGKm3+HGPel69T9M0pBJ5NGOeoH4UANZWHXP4Uqqc5O8fjT9p7kGndMnIz6UCGsT67vaqz5eT5SSqDof1qzuUBiwGB19KrxZEjBj820Zz6mgAYAq2etUyFU4PBPFXdpJAPGOM+1V7kxxk7z/wAdqic4wV5MdyoyNxjHrVhdduLC1aFHDZ6DHK1RnvCVIXGKp4Ln3NeXXxzlpT0Icrg+++uftF45kI5AY5ArlvF2k3+s+XHHeSiFSd0YO1T+FddgIuB171BIgNcCm73JueaR+BAANx6e1WU8EQxSg7QyMeQex9a70xgdhUMoAXOAOa19vMk8S1XSJrbW5La3XfJ52xFHfPSvU9H0ttL02C0aQuy8uSerd8egqrbaWj+K7rVJF/dIi+Xn++Rgn8BW1JNsbgA5PODyvGea2xFdzSguwc1tBCAv+8f0qFuTx1PenGQNyaVE3cKDiuMBgTkZFSqpPapVgOeanSDFFwsRIhyMipgtSiPFLjFIBoGB3p2flFJmmk0AKTzTM5lxRnL4qJWJlK5wTz+FAEkjZbaOg60Ie9Qk5JYHvxUwGAAKBE4b5R1qaNqrA1MhwaTGiHVbb7TbCVcFo8n6jvXOlT1WuvjI9iDxg1y18otL2WI/KoORn0r1cDV5ocj6Hg5rh+Waqx67k1hqE9kcIf3ZOTGfun/AAP0rZTVbOZfnkEL4yVc/qPWuI1LXobGPbBG91csPljjUkZ9WboBVXT5L5l3yOhkkO6UMMbfb6DpiuuUIyFg8diMPDunsn/WiPRsiRQ0bBlboy96HAghLEfia5/w3el7h7N2GGJ2YORuHpWl4hke2siR948D61hJcrsfT4PEqvR9ps+vqcf9reXx/LcxOQba3i8th2O5jXqOi/ESGS5+x6tGLZ8/JOD8jfUdv5fSvH9R1K30IpdiFJpQVjufmw20nOfcg1vyLFeQxzRMGR1DIw966Y3SPn6+KqQqyqx+F/oe8wzRTxh4pFdG5BU5BqU/SvCrDUL3TZMwXEsJ9UbH/wBY112l+PL2AhdQjW6hP/LSMBXH4dD+lXc3o5pSnpNW/I9Ho7VmaXren6sm60nVmH3kPDL9RWnTPRjKMleLuhaKKKCwooooAKKKKACiiigAooooAY7BELHoBmufkkeaQyOeSe9auoybYFj/AL7Y/CsfPT3qkUgNKOx5oOM4/lSHtmqKHE8+/SnIev1phznio7i4ENnI56jtQI53W5nuZjFbjOTtXHr3NaGn6OltFHGQ2EHPuaZpVqJJPtcmcfwritnIHc0gEwIwApApMk85/Kncsc5pDx1JoGLw3BoAA45pMgjH9aFPOMD86AHbVHpn64oXaCByc0pxijCHgfmKBDJPvbgOnoaA25M4GfWkkBIIySR0piSgAc9RyKAIdRnMOnyt3bCjj1IH9aVTuu5hj9Kqa7KU0s57SKSfYHP9KkVsalKf4HQNkn2pAiS9u/IwFwJD3PasWWZmJJ/WnXc3mu7+/wClVEJcnJ4rwMRVdSd3sZt6jxlzkjipchfr2oVeKMZbmucQAGmNUjHAqJmoAbjvWbqd0ltA0jY4FXnbjisXU7fztgfO0sAaa3EWUONMErLy6biPrTLa23lZFLMv+0asSjdF5Q6dKlt1CQiPpine2wrIYLOIsMg5qdYlXgCnAcU7pUjEAA7UueelJ3p1IAJppNDGmFqYATxTCaR2pme9AAGxOF9RUCSA31yw6RKEGPXvSTOUmhcdFbDfQ1DCPKnvQDnfMGH0IqkgLijoKkB71AGx36nAqQnHHpSETKeamU81WVsYxUytSYFlTzWfrunW88K3Lwozr8rErnIq6rdKsBFliaNgCrDGD71ph6ns6lzHEUva0nE40oAoXGAOgHaq0sR3q8Z2yr909j7H2rQljaOR42B3KSCKruo7DpXvHyTumV4Ziksd3CNrK/I7gg963/FF8jaZBLEdzS/NGPf/AOtXOXG6FjdRqSOk0YHJHqPcVKG+1CAl98SLhOcjB5qZRu0zvw2MlQpzhH7X4f0jlBpF9czrHdwxtGxeRpMctnpn6dvStzTzNo1sIdklxaK+0Kgy8fGeB3Fa8igpkfSmxL0J6sxaqMJYmU2lLYLe9s70bYZ1dh26MPqDyKlBMTcHil8qMsHKDeOjY5/OnEZHIpmErXuiSNyJFkgdo5V5VlOD+Fdbonji4tmWDVAZY+glUfMv1Hf+dcTko1WCd6gmg2oYmpRd4P8AyPZbPVrHUE3Wl1HJ7A8/l1q92rwyN3ifKMRXfeFPFBumFhfuPO6RSH+L/ZPv/Onc9zC5lGrJQmrM7aiiimeoFFFFABRRRQAUUUUAZGquTcRpzhVLfn/+qs6MZb3xzWlqsEjyh0XjZgn05rPUpGNoO5++OlUilsKQVJAxn1pp+uT70ElmyMUpAB6/pTGHXjms/UYjcpDa7iqyvhjjOAOfy4x+NXyQ3fHvSLEGmV+oUYFAAgVF2LGqqAMADb25wOwoG3HTFPK45CkUzGOlADsDucUDBP3uPpTSemM05T60DHcHhcfXFOA7nApNwHApynPQmgQYBPPNNZBj5V/OpOT3qNmOPpQA0Oqth8q3bNVWjHnvGThW5GeM1NJIjqQ3f1FUZj5YAZz5fZu6f/WoAzdZkefw9eMABLCrAjPoCaetxv8AIuY/uS2akH1yB/jUYukbVmsp1UfaIjjnIfAPI/Cq+lsE8MWCt9+NDCfojFR/IVjiJctKTBkVxMIkcsQFyOfrTLUtsUP948ms3WWeZRaxkBpJ0XJ7Dqa0rZg80h7LxXz9jJl4GkJoFIakBrHOBUbHnApzc8U3GBQIQp3NVruAShOgwwPNWScCosBiWboBxQBEPMU4/d5+tNdJdytvQc5wKeFXONv609VUDhaYD1ORSk0xKdmkAoNBIH40mQAeajZuaAFZuajyaQtzSZ/KmApOajJwfan5pjHtQAyRQxHo/H+FZ/nAXNyDx9wD61em3LFledvIrHuW/wCJnlT8siq/6VUUI14jk57L/Ong7mA/E1BGdsAPc81Mg2x5PU0mBKGywqZWANVY+5qZD3pMC2h4q1E3TkVSTpzVmNhxg0hox9YiCX7kA4cBqzXXPpW7riZWB888rWIenSvdoS5qUWfKY2HJXkvP8yAjBz68GqG02E+4cWzthv8ApmT3+laJGexpI7M3tyIgAdy4weh+tamVGEqk1CPUeqkoQT9aIhli/QdF+lPbTbvTkEFxhlzhHXuPQ1Zis5Wx8u0YzzS5klc6PqGI9o4KDuiEDmitJdLVk3ecQfpVCRGikKHGQacZJ7BicBXw0VKotGQSL3pIzg7amYAioGXB4pnESZ+an7ipypII5BFQseQ350/PBoGmeseFdZOr6QrSnM8R2S+/ofxreryzwVqP2HW44WOI7keWc+vVT+fH416nVI+rwNf21FN7rRi0UUUHYFFFFABRRRQBl62ZFsN8ZxtcFvp0/qKyLOB47OKSQfPKN/0Ga6S6hFxayxH+NSKyrkGLy4TjEaKB+VNFIqNzxTcU4k9h+NNyT0xiqKFHuD+FPTgdaYMr3Wnr0+lAhjk8Z6Glx8uQfyocMTxtxQueh5z7YoAULng5NBOD92joeg/nSEHdw2KBkwKkfdAPvTgTt+XFRgkjnn604DigQjMRk96jeTttP1pWJGcAfSq8kmOe9AAx2jrmqM8ikFSAald+cFuneq0hJ48xT9aBmLrRS1igujkNbSrIjgdB0YfTBplnNM2jsZAhxNIybOhUtkVZ1OBp7WSJJFQsMZ38frVLTbeS10WG2mkV3UEblPB5NcWOdqVvMUjKvZA2pMM4ZFWZfyIrR0Zi9kkp5L81gavN9n1C2n/gcNC3sSOK6DSAF0u1UcYiGRXky+G5maQNLmo80uayEKaaTikamk4oENds9KicnbjNSN06VE5pgNzz1qQNx1qHJzTgec5oAmziguB9aZupjNQBJ5nFRM9MZ8CmbiaLASZzSZxTM0E0ASBu4pCQ3T8aRTzTXBHzL+IoAU524H+fasO9QLNDIvGcx49Oa21YMuRWNq0nkXMQIwvLg+pq4iNOMg7V9OtTt8x2joKzrCQtGGY/MRV9WyeDSe4D+gCCpRwABUSnI3HrUkfzNmpAsA4AGKniPNVlOWqeNuR3pDQ3VlDWAbPKsK581092vmWE68fczXL5zXsYKV6Vj57NYWrc3dDSMnpUlnKYLsPngjaR3PPb3poGSAOp4ArWstKClXf5pAcg9lronJJBlVCrUrKpDaO5oTB7mzIZT5p5X69qhgtLmZjJOpUFQNnf8TWzaWyqMkkn1NW2CqvArnPtVLoYckOxfSsuexlnkdk2/KuSD3roposhm49qzeUkLdsYNOMmmRisPTxNL2c0c/3waQgHqOKfcELdyKD0NNrqR+fVqfs6sodm0QleCD0PBojJJCnrjB/CnuuQSDUecSIfXIP5UGZLBK0MkUkZw6MGU+45r2vT7pb3T7e5TG2WMPx7ivDkOWX6E/yr1DwHe+foz27HLQOQB/snkf1po9fKatpuHc6yiiimfQBRRRQAUUUUAArH1NQs4PcqPxrYFZmrYESP/Fkj8KaGtzIYMR705VOM4/OkDcZJwfWlB45JNUWL0znAz6UuGIHNHA5GKMk9/wA6ADIHXGaTliMdKNpyTxikG7OMH86AJFTA680pj7Zz71ERg5yaeMkcN+dACg/jzink5HGfypuAByMGmMVXkM2PpQIY/AOCc/SoH3Zx+ONtSl0PJD/gKheSLkDzAaBlWSPJJZB+tRNGi5ygz71ZY7hwrfiaZkhiAAtAFfGBxEuPpVC/ygXIAJXoK19gdcnn6ms7WEEaxsRxjBHpXFjlelfzFI4jXIBcW8sGcb8FG/usOlXvCNzJd6fI0gwYwIyP7rAnIqtqYwJIn5I4H0qt4Qvf+JpdWjcGZckf7S9x9R/KvLteDMzrwfelyM9aidgGIpu49axBkxYZ4600kd+lMye9DMAMUEik1HIaN49aY7fjQA3PNBakBpp70AODUjn0pinrSkZoATtTOhNPzTSMjNMB1APPNIp7UpGKAHAHt0p4wRimKcin4xSApzs1q+8DKHrWF4lvEMFqyngsefwrppQskbIR2rz/AMUy+RLHbZxtkDAe1a0lzSsBu6XcF4gxPPStuM5VVGMnk1y2jyfIoPODXUWpyu5u/FKa1AtNwAo6mpkARAMYqBBvk3HoOBU/3iPSswJIxjNSx/1qMGpI+ppAW1AZCp6EYP5VyTfKSD2JFdZGcEVzOojZfTj/AGyfzr0cvl8UTxs2hdRkT6ZZtPMJm+4Dhfc118FopUE9PWsTw+Unt4iOirj8e9dPjCj0rom7s93L6EaNBKPXUVUVMACmzHcODSt0yO9VppNi9eT0qbnekQSEEEenasy5cgYHSrxbC4PLmqFwmV3HnPAFBpF2Zyt5KV1Lfuysi5HGMY4qwhyOtZ2qzj+3Gt1wFhQDj1PJq5A3yiuqOx8HmaisTPl7k5ziqsx8tC3pzViqWoOFgk5xlf61RwpXJYjiQj+6oH5812ngC68rWZrfPE0R/NTn+RNcPATyxHJYnHv2H4cV0HhSc2/iWxbIG6TYfxBFCOnBy5K8X5nsdFFFUfWhRRRQAUUUUAArJ1R9ytF/ErBh9MVrCsPU22X49GQA00NblAjHWnKwxzTT8rHPUUinLc9fpVFkvHYGkweuPzNJjI44HtTwO238aAE59aTDg9TTsH6CmlWzkjjGaAHfNnqelNO4Egtt7/WkJOOGAyeKUDPXH1FAAzg9Tz7Cm5weD19acV6/0pPKOeDn6igBpJI9ajGR/CoHTOKseU2MBce+KYyqDy2B7UAQHnGQCeTTSuORgk1O2zbxnOOCRUeRgYH9KAIQrt1BArO1hR9mUkcEkVqFjyMH8KzNYLNYnIIw3SufFL9zIT2OLv0LAsxzg4P0rjbmeXTNVjuoCRJE24Y7j0rtr1wIz2JFcJqjBp89s8V5NLUzPULe7hvrSK8hIMcq7h7HuPwphmy2M4xXFeDb/wAmRrR5DtL7kU9ORj/CuiDSLcush53ZrKcOV2BmsGB5pHaoIjuzT3PNZkipy1Dnnili7mkJ5NACA0hoFJQAg60tIaUcimA08GjtQ1NP3aAFHWndaatLyBQAo4NTAhhUY5FOXIpMCGd/KOT0rhfH9sJbSPUIT+8jIDAdxXfzIsiFW9OtcD4m3xLLZswZHGV9q2w7tNAtx+gHzII5CQFKgkk9a66GeEABXLHphRXC6OS0cW44UAAD/PWuvtjlQFUj9KdRag+xrJL6Rt074FSq7kD5VA9zmqcZZ8BeT0wBmtCGwvJR8ttMQf8AZxWfI2UoSfQAztjDKD9KkUSAj94Mey1KmkagePs7f8CYVINHv1X/AFOf+Bij2cuxXsqnYRPOAypR/QEYrLvLOe/1byoYjvZQX9F9zWv9nubcZlglVR/EPmH6VqWYURq64w4DEgda6MLzQk/Qyq4H29o1NEtRum6ZFp1sIo1HqW9TV1gVHBpwIxTZSFXPaus9OMVFWRG7hR17VRkfkuecdqnLDqSMVSnlXJO75aBpkbtk89f5VTnnQnHJCDjHrTLh5GyOVj6k9CaxNW1m30uzaVnDOeI4x1Y+gppXYpTUVzS2Rl6kUfV0IA87Z+9I9c8fpV2DhRXOaQZp5ZLiZt0kjbmNdJEMAV1JWVj4XH1VVrymupKxrJ1WT95bwjgu/J9AOSa02Nc/fTb9dij/AIYo8n6k5pnPTW7NeIjAxwo6Z/ma1NHuBDrFlMR8qzIefTIrKQ8DcPcIP5k1agRpbmKBSPMlZQfYZoHSbU00e9joKKQdBS1R9kgooooAKKKKAAVzuszB7n5edg2n610QrkdaL22oybOVfDc8jmmhrceP3sav0P8AWnIuOT1qvpt2LhZoyqhlAPynOatZA7VRQhbjpS7ieFxikbkU0ZB56UDJAwUc/rS8E7s0gXd9D2p4QL3oAYoXJ9+1IVUc7wPxpWHPYe9Ise48k49MUCHApxtBY01i2BhMduTUuEDYwckU0nA4UnjvQBGWfPzEBR6CmFl6g5+tSOC2MtsH0xTG2A8Hdx2FADMEkZOevamNyvOMfWpWckccVUZjvPA6+tAxcr0UAD3qhqaH7FIQc8g1cK5yCy/QCql9hLbBzy2efpXPinajIT2OD1hyikqO2R9K4e+kDMT2rtdbUhHVTgrkqf6Vwl0cOSB35HpXl0kZsriWSKRXikZHByrL2rv9BvJ9TtILm5A87lGI6HHevPHPP8q9A8GuJNFlU/ejkI/MVVZLkA6G2HBPpTm6GljGyI+9Mb0xXGSSoNqVG3SpeQgqF+lIBV6ZpKQdOaXvTAQihTgUE0noaABuTSN0pepobpQAiGnEU1elOzQAq8d6lHNQ4p6NjikwFcV5z443w3SSDpXpDciuA8dxEqrGtsP8aBblXwsn9ojAfbsPzHrXp+maTaIF3IZD6uf6dK8r8Akpc3ak8fKwr17TmyFrrlFc1j0sPTio3sb9pFHEoCIi+wAFXlPy9aowHgVcXpVbHQOwM0hC04UhoBIqzcGmMcEdMemKkmHFQSFcfewfrQiai2YhYoMn+fSq8rs4wvenFyRknHpmm744lMrsAFGee1UjMgkVYBhsnvyazpLxNxJIOOnpXE+L/HEt1cNZaNMVjBxJcL1Y+i+3vXGX5vpoEaW5uHVuCGkJH5ZraMNDzq+PpwlyrU7bxN4wt7cGCzlWe56cHKJ9T3PtXFxLc6jc+dcSNI5/ib/PFVbOxZ3UEcCuu0ywVAMitVFI8bHY+U9C1ptr5cYrVHApiIE4GKUn0pnhN3dxZDxXKW0wutZubhSSGfap9hxx+VbmqXRttOupBwyxnaffoP1rA8P2rBFOck9TTOiCtScjpE+X5UAL9yeg+vqas2ri2uYSMs+9XY98Ag1GiCNcZUfUjino0KEAOpY8klsk0GNN2lc99XkA0tUtMme40u1mkILvCrMR3JFXKo+yi7q4tFFFBQUUUUAJXM+KF2TQOF+8pGfp/wDrrpq5vxUM/Zcdfm/pUzbSujSkrzSZkaN/x83DBSD5Y6rjvWrsOOlUNCZXa4z95QBitKVsdDiqpyco3ZVSKjKyI8c9D/KmjrgYGD6Ug4GacFOOMfjVkjvujcS1SBt2DmmBSR8200pGO3T8KAB1VuefzpchQMAn8aFPy8CgZzycUCEBBO7Bz05NL5mBgKM84o8v5Ac5OfWlXj1HXpQBE5+YFlB59KYScnAUDPTFTO6+mTnoagMj7Txzj0oAj6sQ5HHTAqNnCcAUpdw2cDp6UyRj2Qj3oGQ7mZuhJNVda+W3jByDitK3G489B6mm6lZw3MCq+QQOGHUVzYuLlSaQ1FydkeV62WXcVauNuWLucgV6Hr3h+5+bypEcdu1cNd6NqEbNmIn6HNefTi1uS6UlujGZBnvXe+B0B0y6weTIP5Vw8llcoTuiYfhXceAEkS1vo3XB3KRTrfAQ0zq3ACgCo+c1LIPmIPamY5FcBAp+7TG5WnseMUztQA0cijNNzg071pgNzzSk8U2lbpQAopSOKaKdjigBq9cU40mBupxHFACA04etRZxUyHIoYCFq5XxpbibTi3cV1MgzyK57xLhtPdTzxV0naSBbnI+CHKanOh7xg/ka9e01/lWvGfDD+TryDON6steuaVKCg55rvl8R6eHfunVwP8oq6jcVlW78CtCJ84oNy0OlNJpQaaTzQNIhl+6apTkgDGOg61dlPymsW9nEcn3iD2HY0RIqbBcTrGhZztA9O9eaeNPEdxeyNpsDlYl4lx3/ANn/ABroPE+uf2bYlshrqb5IUPr6/QVx1lpbyxCSXLMxySepNdFOPVnh5ljfZR5E9zN0+xLuCw/SumfTElsGTb8w+YfUVJa2IhxxWnGNoxitj5apWcndHPW9gE5xWtbqExipTEFYjFNICmgxlJt6j5Dg/UU1Tk0SnMan0OKah5yaYjnfFV3thjtQfmmkyf8AdH/16m0aFBEuVBqibMaz4ln80uEjfylAPQD/AOvXpOkeEtPWAEtOT/v4/pUOaR7qy2rUpRULGLHHGMfIv5U7b8/QY9hXWN4c09FyFlP1kNVTptrbTLJHHyjBgSSehqfaxQoZFWv70l+J6PoDO2g2JkUq3kqCCMdq0qajBkDL0IyKdW57MVZJC0UUUFBRRRQAVzXiRt1zboeyMf1/+tXSVymuyCXV8Bv9UoX8ev8AWs6r902w6/eIo6bEV1MlDhWjO6tWU54rNsMjUBjpsbrWjJnr39KdD4TTEfGNxxgYFG08cfjSAY5pRk9jz71sYjhkjilywGCcn0po6c8fjS8Ljn8aBCiRSQMYpSST0I9KaTlhjNOOcjcP1oAUc+/GaMEYxTQNx64GaNygYyTQAwsQRznnmopDkdDnB4p57k9PYUx2TA570DICzYBwRioss/J/DNTrkMQACPUmmKC0uAoJ9gTQBLbR7cErkjvReHnHtVqNcKOD7ZOKz798ORXPiX7ljahrM57VDnNcpe9DXT6i+Qa5a9PBrjOtnP3fJIrpvBkG0XR9VU1zUo3TAeprsfDQEKXI77FrOr/DZz1fhuX5SS5+tNHvQ/JzTRXAcDByPWm0NSCmIaetOzxSE80v8FADRyac1NSnscigBo6Zp45FMpVPagBxHNKOmKQ0oORQBE4xmnRHPGabJ3yajRsGjcCya53xJ8tq47EV0Y+dfesLxCm+zYegqofEgR5vbSG11GKYfwPk/SvVtNugApB4PIryaU7ZH9q7fQ7tjYwhmJZVGa9CW1zuoSs7Ho9rdBgOa2LeTdjmuEsL5vNVM9a7KxJMak1KOw11ORSMcGkjNNlPNBSI5TxXKa9fRWImubiTZEi5z3rp2fINeQeOLu41LxO2nLlba32kgfxtjqfp2/GtKUeZ2OPHVlQpc7M6E3HiDVmvrgEL0RP7i+n+NdVHAqRgAD8BVTTbRbeBQAM1oriu2x8FiK0qs3JkYXApQMGnMvNNPA60HOJKOQw+hqCRe+Ks4BBX1qNl3Kc9e9AyHlo2UdcZqJGHBGKkX5ZelQgbJpE9Dx9KBxKmg2udbuj/ANN2P616pYJtiFed6FHjV7jpnzCa9Js1/dg+1c8tz7zC/wAKL8kPlA28Vl3a8n3rVkFZ10uaykdUTt9Dn+0aLaSd/LCn6jj+laNc74Rm36ZJD3ilI/A8/wCNdFXbB3imcM1aTQUUUVRIUUUUAQXU62trJO/3UUsa4Fbl7id5XPzOxJrpfFlx5OkeUOszhfwHNcnb/eA9q56z1sd2Fjo2adg2L9M9wR+larZx2rGtjtvIT/tVsuMjHXtxWlB6EYhe8Q/Mf/104MU68/SkK4OBn8aMHPPArcwHBsncce2aUkE7j932oAXgE/nQSFwAB/WgBQckgAACmHLMTwcU4MCODz7inNzkUCGBj0AOB1xQzN0zgDuaNpHIOPQGlJfH31PrQMgZywwDg0beR0Y56mnkFjwe/YUp+VfunPXrQBA4xu+vrSxo7nP8zwBRIrAZ28U6E/8A1z60AWljG0cDAHesLUpx5g5rambbExOScVyWqzYlYelceKlsjpw0d2Zt7JnPNc9en5TWncThs81j3TAg1zo6GjNgj828UH1rq9LjdLudgcIECnPc1haZHm9XgGuthQRRFe55JrOvK0LHNWdo2I3BJPpSdBTmOTTSa4ThY09KSgg560negQ00/wDgpppQfloAROWp5HFMT79SnoaAITSr1prZFC/WmBLQD7UzPSnA9PSkAjgmoOVNWGxUDjg4oQE8L9qqaxbmS0ZlGeKkibtVg4kjZG6Ed6ezuCPH9RTy7l+2a6u1H2e2j6DcAfwxWZ4o01obpmUcNnFakR8+ztGXktGuB74rucrxTOiDN3Q4jPfZx8iivQLIYUCuY0Kz+zW6Ajk8k11ttHgZNJHpxVlqXo84qKc4U1JnagNUbu4/gHJNWNCF+K891Kzjl8RXlyOQzjn6Cu8wcZrkbsD7ZNjpvOa2w+7PnuIpuNGEV1ZUUYqQGm9KXiuo+PHGm5BHrThz+FNIwaAEBox83saTBzx0peq8dRyKBoglXnNVbgbbhH5+dcfiKuyHPTvVS6XMCsP4GB/DpQUtyfRONZm9yD+gr0a0/wBUPpXm+jf8hl/cKf0r0m0P7sVhLc+4wbvQg/JEj81TuF+Q1fYZFVJ1yCDWUjsTL/hCTF5dxZ+8quBj0JH9a66uG8OS+TryKTgSIy9fx/pXdV00X7hy1l74UUUVqZBRRRQByXjVsrZRjuzH+VYdqvGT0ArX8YMft1qgwcRsTn3NZUXyxcnk1yVX7x6WHX7tCl2WRCOzDH510bcMf0xXNw4e7hT1cV0TN7dRW1DZmOJeqGN9KDkdD+FIOvI/GnYwueK6DnBGOfWnbN3INNT1I4qT+HI5HoaAISpQnv8AjUiEMP1NNaNc5OM9TzSrIBwNnPegBzLxwwz0qMkDgnp2qUPuzjJGaaUBXLAZxxQIQ7ccc9uvSjYDjA/rSAYOBknpzQynqoP50AQ3CM42q2CfapoI/LQYYEj1pgV2POMn07VNjAxkenFAFe8bZFkngDJrhNQnLTMc9TXXalNmJwOh4/CuC1VzFLuHTPSvMqz5p3PQpR5YWKU0h80rVKdskiku5/36yDoaq3EuehqEaM19GQNeL7cmuiboawPDSf6+UnOAAPxrddq5a8rysediJXnYjB96DQWFITxisTmG5wfWjnNKOKTdnJoARjxSjO2k59KcMmgAUfMDUmKj/Gn54oAjcUwU80wj0pgOPSkHTrSDNKODQBIOlNYAingcU08ZFSBX24NPL4XNKy89arzSbIzzVbgjB18pcRlT94cg1Z8M2Bnt4CwwsYwPzrNula/v1t05ycsfau90ewFtAihcAACuqC92x34Snf3ma9nbgAcc1rxJhc1VtkxjirYOBitYrQ7mxk0mBgVVt4/NmaQ8gdKkuGyCB1qWBBHFj8aBlecBQewri7lw1zKRyC5xXWarOIbSRs9q47J/P1rpw60bPlOI6qcoUl5sUcU1hxTxjpS+3Sug+XIgecc088gGmlT170qnj2oAYwpqtinkc0zGDQAjrg+3aoJF3RyLjqpwKstyvuKh/izQV5keiN/xOfqimvSLVsIuK810k+XrO30UCvQraXMY5rGW59vgf4EPRF8kYqGTkUpkAHWkPzCspHairay/ZdVtZ+yyjP0PB/nXoledTxZQ/wA67nS7kXem28/dkGfqODWtB7oyxC2ZdoooroOYKKKKAOK8WMDq0Y7rCP5mspX/AHXI5q94lJbXpc/dVFH6f/XrIldoox0x1rjqfGz1KP8ADRZ05xJq8Az0yf0rpnBKKfauP0Rw2uQrnlg2AfpXYsB5QyvA966KHwnNiPjITkjBH60Y2jnOPSgHng0pBJyTmtzAVHU8Z4qQ46AA1Dxu6cfSpk6EBeKBDWBI9CT1xmoWJB5I+pFWug4x+dRNnaSR37GgBqSYwDUxHGMgCokK9jzUoCsOp9jQA0kAdeevSomJLY5wTT2C54UkCkJIHCkfjQAKm7uR60THy4XOcdhTgGI4GM8ZNQXZ2okZOe5rOpLli2XCPNJIxruT5SM8VxusLuYmutvB71y+pKTurzT1HscrKSTg9qryvmrlymGJqg/WqRmzqfDK/wDEvlbuZcfpW24FY/hfH9mSe0mf0rWY5rgq/GzzKr99kZFJ3pGzSZ9RUGIrHOQBmgdcChTtUnFHTFABnmjODSkUY4oATPNOzTM+1OFAA1MbgdKeT7c0xuaYDQTinLzikFJ0oAsr0pjjFKnIocVIER5UmsbU5wiketacj7ARmsR1+16ikY6Zya1pxuyoQ5pKKLvh3Tvn+0yr8z9PpXc26AAdqyrC3EaKBgVuwJ09K6kj2oRUFZFqJSAKlxgEmkUDAApsr4Bq+gt2QMN0tSGTaMZqJTjJqpd3Gxc5wfWklfQcpqCbeyMvXrjcViznJyQKwyOeBU80xmlZ2J5PGaiYfnXfCPLGx+dY/FfWMRKp0e3oIp/SpKj5+tKPT86o4wI57Uw8GpeOPWmsM0AJyRTCOOKcDjvSkD86AIlOD7elRMNrEGpXGDTJQdoY9uDQNEFuNmqbhxkA12llL+6G7NcaPluYm9eK6+xXdCPpWE3Zn22XS5qEH5FwzFmwoq1FyBUCxhfarEeMYB571kelYc6DbWt4YusefZMfunzE+h6j/PrWYcFTUVtcGyv4bjPyq2G91PWqg+WVyJx5o2O9opoIZQQcg8ginV2HCFFFNZgqlj0AzQB51q8pl1m7cglfMIH0HH9KyruY4Ofwq6bkTzOxU8kt045NZGoTEsR0rim9bnrwVopE+hP/AMT63Y4yWI59wa7s8pgY+grzbTXK63YKucmZa9JXviumh8JyYn4kRUnOeM57mnlc/ebBppAXqPyNbnOBbHGCakiOR6496jCrxgYzSgAnnpQInJPXgcdc0mCcYxgDsKAynCqRkU8ZxgMTz6UAQOX644+tIpwewNTY5GcH2NNZQAMj9KAGMoJzuYnpT0BAz2680AbeinpSs3G0YyegoAU8j2rOu2PmnJ6CrzPtXk9ay52PnOSMisMQ/cN8MvfuZd02WPNc7qGDmuiuAMnFYeoINpNeeeg9jkr0YJrOIya0r77xrOAy3TpziqRk2dL4aYrbzL23D862j9aqaZbi106KM/fYb3+tWzycVw1HeR5dV80myM5FNLA05iBwBmmYA5xUGYrDA4NIh5NKWGKbGQTTAlPIpf4KaO5B4qTqKTAgJ5p24CkfjtTVOTmmA8etIeKUHIzQRSAYeKSnFc1GeOopgTxHtTnPHSoI2561I7fJzSsBm38xjVu1Hh+zaRmuXH3j37VVvSbi5SJeSzV1Wn2wigVV4wK6aa0O7CQ+0y9CuMDpWpAuAKpRJ09avw8VvE72yxnC1WmbJwOtSu3GRVUncxY9qZKGyv5cfXmud1S5JPlg8sOa1rucKGY9FFczM7SzF26mt6Eep4Ge432dL2MXrLf0/wCCRA4POakBzTMYzQtdJ8cOY0dadgEUmOc80CFB9+aDz2pMc+tKOlAxjCgdMU49xTCCOeaBisMiocDBQ9DU4+lQyDBzQBVY4ZOuVfFdnpZ3RLkZ4ri7vKrvHqDXY6E4lthg81jNan12TTvh7dmzVZWKk8e1NjYrx/OrGNqGoFHzdPzrNqx7F7k4GUOc1VnTCnPNWlzjGOtQ3GD1qWVE6nw5dG50eLd96ImM/h0/TFa1ct4SlIku4O3yuP5H+ldVXXTd4pnDUVpNCVQ1ic2+kXUq43CMgZ9TwP51frH8SSFNJZQeXdR+uf6VUnZCgrySOEYulpux9BWBcS+dMV966O9VmhYbgeM1ySNtkkk7AdK5Ernrl3RP3niqyUDO1ifyBr0pc7sk8deK4Hwhpstzqb35yI7ZfmPqW4ArvlHfIyPzrqpKyPPryvIGAz70jKB3yf5U9lyQcmjC9xWphcjwO5J+tO7YGD9KQqvpScYxQFxw6gnBxTxwCQcE9KjG3060ofb1AFAMm3Hrxx1zRliOBjmow4Py4JJpcn2HzUCF4GScHmkA5zgAfWm5LcKR70pyFxxn6UARzpkYBGOcVlv99x6cVoFScZzjGTgVlOTucj+8a5sT8KOvC/EyrMDyTWNqA/dmtmQ5JzWTqXERNcKR3M4vUDiQioLGLz7yKL+84p9+f3h+tWPD0e/Ugx6IpanLSLOao7JnUvz0pv6U4scc0zOR1rzzzGxM8k0EDHWnbQOtMwS2ewoEJgAU1MBjxTmHNAGDTAfu7YqReRUe7FOTrikwGyA1CODViQZ5qvjBpoCRT2qSok5NS4pAJUb1KKa68UwIA2DTZ5SsROaHwoJrJvrvClRnNVFXYyzpUP2nUmlJyE4FdjDH8orE8PWTRWSkj5m+Y/jXSxpgAV1RVj2KMOWFiSIVZQ8VGFwKXJVcVaLYkrnoKrSy7RgdTSyyYB5rKvbzylwD8x6Zq4xcnYwxFeGHpupN6Iq6jcbm8tT7tVDGaGJLZPJNIevXpXbFJKyPz3F4iWJqupLqJ0pD04p+AR1puPfNM5hQT6/hSgZpooD460DFxSgY70E5zSA0ALSEf/rozzjFGaBjQcGmyLkU5ueaaeR9KBoqXI3WsnqBmui0GYJGhB4IrAOCxU/dIwfpWhoblRsbqhxWVTufR5JUXLKn8zsSxYUJkNg1DE+4DntVgdQTWTPoUyRPWobgE8dKn9qgnPFSy0WfDLhNbKkcvCwGPqDXbVwvhsgeIIwP+eb/ANK7qumj8JyV/jErmfFjFhawgkfMzNg9uldNXI+IiZ9W2Z+WNAv4nn/CqqP3Qw6vURjyRRyoE74xXD6nDNZXohZT5cj4Vu1d20YxjpjuKq3FusgHmKrbWDLkdxXPE9GV2tDo9N0r+x/CyRFR50jLJL9Sen4CnRdeT0qGTxFBfWKQviO53jfH7DuPanqQQCP5V2R2PMaaepYOOOTRvzxUW73pAGJzniqJJAcHGePakKkn5aXIPYfWjPQgUAMCkD56N2PX86fnIx/Wk+Xv1oAVcdxn8TRuP8IGRzThkrwoxSbs5ABBHpQFhV3ZyCfpSSFx1/ninAk/w9R60wjk8YoAgJL5GQBnsc1lD5t2D3NbJOEOBzg9qxgyrGD61yYp7HZhVqyvgE9eaxtXcLEa2JHXJwKwdWPyGuRHXI4u+P74j1NbPhqE75pO23FYlwfMvNo9a7PSrM2unKGGGk+b8KVZ2p3OOu7IeSADTcg9qV1CsQaZxnGa4TzxxOSAKXaAfao1ODntUgICnqc0gEYY+lNIpxxik470wGA+tPVsGmkLzTRx0oAnY5Wq7EZ5qbIqFwM5pIBUK561NkHvVbGDnvTvMp2AmBxS5LColbNPLAKaQFK+fahOccVjadbSapqypz5SncxFWdTmaWRYIlLO5wAK6jQ9HXTbQKeZX5c/0rppKyOvDUuaXM9jUtYVijVQKuIvzUyNealTg9DWyR6TJOgqvNIFHHWnyyhRgHms6abJ4NWiRs8pCFycAdaw5ZGlcse/ar95MDZ/K2dz7T+HNZwPbnFdNFLlufGZ7iXUrKknovzGdeKCKcR/kUh4rY8IReDTsZ6U3qOMUgOO4oAXHtSFfm/+vTu+aQ9DQAg47UtB+tIetAC8HvSDGOKOADzTe+aBjqY3BpxNM60AiGUd8mrenNtnLf3h+tVn5GDTrR9ki5PeomvdPTyyp7PEx89Dr7ZsxrWgn3fasyyIMKEVpQn5awPsUTY71WuSMcj8asmqdzyMn1qGaIm8NHPiOP2if+ld5XB+Gf8AkY0/65v/AErvK6aPwnJX+MK4i6kM1/O5OcyE/wCH6V2kjiOJ3PQAk1w0WXJfHLc/nVVNrGmFWrY6YKseahaMSrgH6VX1C+jUGLzF3AcjdyKo2N9NDqCWlwAUkHySKerehHY1g3qekoO1yj4nEtjFHdw53Qkv09O1dRol8uoaZDcRkFXXNZuuRJPaMrcgjB/GqXgAyQaU9jMpElvIU56EdiK6KT6HBiY7M7MY25OMUAnOADtpRx9fc0uwnlio/GtjlGMSMBBn1p3bGGB9aeEHZlx7U7y16FieO1AiIDHc5680pAKgZOfpThCikk7ufen7Vz8u4/jQBGFJHX9KeIznPA/CnAOD0X86fkle34UgIwr+pxx0FI0ZHJX8SalO48cY68U0q3HX8BQBBMm2F2Ix8p7+1YDENFtFbl8JFsZydy/Ietc4oYLnBwelceK6HbhOpE25CwYcVi6vIPKYnsK3izEc1zWvt5cDEnk1zQR1SMTw9p7arrgTaSgJZj7DrXc3z771yqqqj5VVegArlvDOqLpTeRDaNPe3RBLs2EjT+Z9fyrpcowJKSE+tLGLlhGL6nl1p8z0Ks0RJ4FUirLJntWqoTnhx9RTJIIyOuPrXBc5ygrEYBxT8U5rfBJEi4FNG3dw/6UwDYRzSkAjpzUisucFhTiEP8QpAU2U5xTeelWWRO7D61EYl7SL+Jp3AQEio2Jx0p4j/ANtfzpfKJ/iH50AQMSRx1pjZKZ71Z8g4IqM27KQeTRcCCGYbsZ6Ut3eJHETkdPWoLqJ4vmQHFVtNsZdZ1QRspFvH80rY/IVpGPMy4Qc5cqNTwxp/nyyajNjceIge3vXUxIWPelgt1RQsaqABhVA6CrccezgcV0pHsQioKyFVNv8AWh3wMA0rPhsZyaqzyBFJNWOxBcTYGB1NZd1IzKyIcE9TRc3BJKJ/rG/SnQwkwYblqyq1LaI48RVt7qKkqNHZRp0Jcnn6VWz2PWr2oAiO39MN/OqJ56134dfu0fDZhK+Jl/XQcrZ4J5pSMrUBQjlSakjk3cHr9K2OMTpQTmnupxxyKhJIHPBoGPU885pSM96iJz0p6P8A5NAh56dDx7Unvil4PIpO3SgBCRjNNzwKUgY5pp49KBik1H3PP404nHOaQEEHpmgEMbvVYSFCxB4AzVs8g8VRl/jHsaT2OmhLlqRl2aO10tt1uvPStiE9cVz+hyb7QEHsK3ovvCuc+7WxO1VLg4Ht7VZY8e9Urjhu9ZsuJZ8M/wDIxJzx5b/0rvq4HwwpbxEpAyFifPt0rvq6aPwHLX+MrXpAspyegjb+VcTYTpIhAPzDrXaahFJNp9xFEcSOhC/XFebBZIJjLFng/Mh7etOr0N8Ik0yj430UXmnyXEJMdygJjkUHOfciuS+FGnaj4l8WvJqE0r2mnIXZWPHmHKqPzyfwr1i1uoruDB6kciqNhcDw3fXsdppyOt0FmaQHYN4+XBPfj2qI26nRVU5R9zcdLDKwaJUBlBIYseAR61iQ6vZ+F9VP9rXSQ2918iuMlQ4559OO9R6lrmo2Es13diGfe27EY2Y9sV5br3iObxHqh3xCOGE4VQepq6K5pWROJfJS97c90Hinw5s8wataNgZ+Rtx/ICqFx8SfDVtIYvtFzM3T93bnH5mvNdOt0jsZJgoVyoUHH+fakltkjEihAdqBQSM8mvSWHXc8d1md43xT0vINvpeoyrnAYhVB/Wq7/Ey5kOLfQSuejT3HT8AK5CC3SONMhunQ8YpZX4CgDj0rSOHj1IdZm3qHxI16K0uJbe3sg8QD7BGzZXODg57dap2vxG8TXkXmpNaKrDIItwf5msRhIkqtGxDIcgevsale2URlrQJEOphb5QP90+nt+tL2UIy1Qc8mtDaHjnxJNz/aCLzjCQIP6U9fGniB8/8AEzfg/wAKr/hXKsJ7bmeCRBnjI4P4io0u43IHr6dq0UafYTcu52C+Kdccnfq9ySegVlGR+AqCTWNSuWw+p3u33naueEvGVznORmnLc/L845FPlh2JvLudPoiyXOrxl55XIBb55C38zXeSqqxgdvauI8IYuL5pVHCpiu5kBPB/KvGzBr2iSPXwCtTbM7oW5rlfEsgMixMcL1Y+w611UvEpGMfWuB8W3yx3LRpJiRiBwcYXv+v8q58PT55pG1epyQbIvDeoWi6tNPcHDyLtjA9PT8hW7/wk+nSTCOFbguc4/d8H8a5PR3eTU7dZZDsyQxx2xV5bjz7i6eKPZGpFtAAPzPvXfXwVOtPmkzyIzaRsp4x0d8hppYyOu+M8VNF4q0ZzhtShKnuTiueuxZpIYBBHtjG0nOSwA6muZvdGjldnQBRjccVhLKIW0bEqiZ6dNrOlug8rULU59JBVddVsgf8Aj8gI/wB8V5Bc6bPZyhgmR1yKiZnkOCu01j/ZaXUu6PZV1fTj1u7fP/XQUr6vYjj7XD/38FeKGJZWxgA077EcYYUv7M8wPaV1KzI/4+4D/wADFKb6zPS4g59HFeKf2cSfvEfjViLRZpfuv3wDk0v7Kb2YXR7Gs0LdJIz6YINO3pg/Kp+lef6H4XExuPtcs6bQqIIz/EeT+lL4h0IabpUU1leXAkeUoCJCQcU/7KnbRi5lex6CGQryMfjSO6oOpx9a8kSPxBGEEF/cM5ONu+rlg/iu7vorQTTuznGDzx71hLLqkVe+hSXM7I71lmvrkW1sGLseoPT1rstL0uLTrNYI+T1d+7H1qp4e0QaVaq0zmW6cfvHP8hW7GoLc1nGHLoerh6Kpq73FjjCDp17U512rUrYAyeg6VA2S+4nt0rSxstWV5VYHcKwtT1COIqGkXcThQTVnxJrUGk2OXbLsOFB5NeczpPeXcOoXHBlzGq5yEPVfwPQ10UcPKorrY58RXVP3ep3lpChXeGEjNySrA1dK49vrXmNj4Vsk1FhFeanabwXV4Xyq+o/Ctizs/ENrexwW3iVbiB+A88fT2NZzy2p0dzzHO+51t3bGdAgI3AkqfX1FZJVlYggjHGKklvNWsrtIb2GMhSFkcDAyTjj8CDSTMzyMzj5s1rQp1Ka5J9D5/NqcFJTW7Iseg+oprpk5HWnj6UtbnkiI/Yih0zyKQg7sinK3agCLGTzTTnBwKmKjrimkE9cUAMV/apMAjoKiZfzpUfHFAxxAHWmGpMhuO9NKHNAERPGKarcnNSOuOoqE5WgCXP1rPujskI9VNXlbIqjqg2xLL6ZB/Kkb0dZI6jwx82mofVRXRxHpXM+Gm26Zbj1jBNdNCeeK5nufdw+Enb7mfSs+ckt1/OtA/wCrqnKAMjt9Khm0S74SOddl9fIOfzFdxXE+DVB1W7YDOIgM56c121dVH4DjrfGFcj4i0prWc6larmNj+/T0P94f1rrqZJGssbRuoZWGCD3FaSV1YmnUcJXR50y4zc2p92UVj6xrpRFUYDMK6PUrOTSL07eUblc9HX/EVzF3p8+v6osGmWymU8ySHhYx6sf6VzNO9j1Y1YuPMcjrGoloWeRiARwT1J9q5fTLABNzZJ3Ek+9b3i7S307xBPYNOZ/IO0NjGTjk4qKzgENsCw5r0sLR5dWeTi8R7R2Wxft2xaIMDG/P0/zilikWRTvO0b8k+mKqpOUs3AGdrZ/D3p1jKHdgHzuGQK7WcSLckhOSSSMdTVUng4XJJ4q1NtRiWbg1QuNUjjYBV59BV3SWpO5K0FxKuMhB1xjFOa1yQXGSoPzDg/pVWLULm4YbY/lXuasiVmOCoBPUg0tGPVDfLu0k3Q3DnkYBGOnrUvl300yPJZ20oK/NnaC3vzT0mwTuQnn8T6U6R1kkGcjHqKnkTHzMjayYoDJpI3YO9ov06H6VDJZ24Ub7K6jBIB4fp655pCJVOVdwepIyM062e+WQE3TAZyN2TS5PMrmR1fgaCFftUsAcLkJ8xPGPrXZYL4BH41z/AIOYz2crsckPgnGMnFdRt4zXhYv+Mz2sIv3SMW9cROeCcAnNeSajey3t35u7AbIAJ9Cf6Yr2XULYyxPtHJHFeOXemotwizK6TRj5hng/MeldGXxWpz49tNdh9kTHOGbO1UYnnnoa1bULaxRuxDCNNyqzdWb/AAHNZcMX7xyOgRjz9Ks3TsNOSNgp899wJxn0/lXpfaseffQZdiKN2UMGBO7d3NU9rD5eAT1+lNebLkKcgE4JHerA2CNWYASHj2Na3M7FdYgSVY5HXBqG40uMrnaMnnIqy7jdjaQcDNOjuEKYZcgHvxSaQ1c5nUbBosSRjj2plrcK4MUuOe5roZ2gmJWJlfn7prnr61EUpkjHGeR6VlKNtUaRd9GTtFtHLceopY5HhbKtkZ5qvb3Hy7Scg9qlkAEe4HrRdWuOx0el64trpKLKxaWQyyhv0FV73U/tujJbnAaJt4PfNZ2maZca1LaWOnxNJc7CSP4QNx5J7CvVfDnw6sdKeO41Fhe3i8gf8s0PsO596wqYiFNWe5rTw8qjucn4b8I6vrPk3EztbWuD+9kHzMD2Uf1r0vS9BsNHhEdpBhsYeR+Xb6mtkJhcYx2wPSkKV5VWvKo/I9OlQjAhCY7VII9oz3qRFwMmhz2rGxs2RP8AMtRPJFBBJLKwWONCzsT0xUwxkgmvPPiLrojVdIiYr5q5mK9dvYfjWtKm6kuVGdSooRbOb1HU5dZ1iW8ncCE5EA7KO1adpDiEwS5eGfC7h/yzPZvzrmEjdokWKRSpIIBHSrIvtQsAHjI3Dr3DD6V78IKEeVHhTk5u7Othvr3TIpDBHGZojtkhlXKsR1x7Ec5qvHLb6hZyXscHkurfOgbp3yKr2epnUoUuXGbiNQs/o0fY/UfypkUKRTXdmOUl+ePBojoxS2NhdSl1LTPsc7qtwJFUMe8Z4BP0OKsSbmwWC+ZgbtpyM45rnm3Wt5DIp+RHXJHfFdA42ufTNcmKglO6PKzSb5IxsRn8qM8Z4px55HWm44+lcx4ghPpRnmk56Udu1Ax4wetNdCASKOcdKVW9elAEeQfrUb4BzU7pnkVGVoAYr+oIp+8Y70wrgUo64oAeSCOtQuo61L25pjdTQUiBTgnmor6Mz2E0Y+8VOPrUrjBpQwIwehpGlN8srmn4emH2SADqqgEfhXVW7cmuG0GTyppoT1RuPpXZW7kqCPrXPJan3VCfPBSXU0M5XH61SlP3gfSraklQRVa5QBie9Qzpiafg7H9o3nAz5a/zrs65HwWgEl82MsNgB9ua66uql8COOt8bCiiitDIrXdnb30BhuIlkQ84Pb6VHYabZ6ZbmK0gSFCdx2jkn1J71dpKB3drHz78QYx/wm9+MDmQH9BXPXDuu3HTFdV8QEB8aX7f7S/8AoIrl7oYhGB07mvRpL3UzlnuRo5liZQ2Nw2n+lP0pclpXj4VPpzmqSMY2DA8dxWvZyxSiZVUKGQlQp4NN7iKN9eMX2qevvT9P0t5QJZj8ue/pUEjxWwmvJl3RxKGC+p7VLa6ndajGsioQjLxxjAp3V9RNaG19nREAjARe+e9VjakuSWweuPaoCL0x5bIBHrQDcYYMcYHXPNa3JsToGUY+UgdcnpQZAq4PX25quiuQ253J96cYyAuSST6UXAlEiluFwR0JoZvvEd+OajVMbTz9Se9Ow2OFPpz70gPSPB1oYNBhyoG8l+Pet9uKq6RGsGlwRqCFVB1+lOmk+U47V85WlzTcvM+ioRtBIkZcg1w/jPTVKpcooVl4Yn0rrLS9W4BAOazPFwUeHLxyOiflyKrDScaisTioXptM81RvLhmfP/LI9qz7m5iZ0TAe4jQKGGcEe9aaQia1mHrE5/Q1yPngn0PrXsydpnjRV0aJmeRhng9wK0EMoKGRQR6GsmF0ZDltpXpx1rRt5jIF6nHvWiZDRcaSInHl7GPJOM5qDEBkCkgqRVyJSxP3DxjFIumRu3OcnoQaAMe9sYlQzW75YHkCobW4hvs28+BIo6+tb32eGNDhckHgnrWLrGlqB9qtOHXlvek77oa1Mi6sns7gjnB6U0MWwoUljwABkk+1XU1BNRtvLlwJ04Ga7b4eeF4L2f8Ate7G5IWxCh6Fh3/CuerUUIuRvSpuckjqfBPh8+G9Bia4Vf7QnUeaf7o6hfwzXYW6FFyeWNUU/wBIvWz/AKqHqfVvSr4k3E140pOb5mevGFo8qJCRnAoABFRq+SacWx9aRSuKx4I71Ef1pxPUk0wnPNILlPUrtNPsZblyAI1J59e1eIaoZdTvpryaY+fI2eOQB2Fek/EK+aDRVgRsPNIB+A5rzaOR5CfMUEeo4r1cDFKLkzzMZO8lFFNY7yLG3a+OhBqwmqyI/wC+gfjjOM1OI42bhiuKjZJC2Uw2fSvQ9DhLul3FosjOrjy3+8ATjB6g+lbk0SeZDGsimSEgo6HIeM8g8VyMcMRcSYdZCeBHwW9s+lbenX/mXENtcRhAgPluTgH1Q/X1qX3Q7dDWvIY3k3RkYlBYgetazdRu64H8q5y5uwt9G0RynUL6V0rkFg3GCoP6VhitkzyszXuL1I+lB9QaCfekx35riPFF4PemFetO6cYoPsaBDQcdSRQcUu7joKTcCRkc+1ACgmlZc032FKCRQAw/T9aYR04qfAbmo2Uj+KgBqk4waQ9aXaR9KRjkUFIjYVCeDU2SM1E+D14pD6jYMw6hFOCdsh2MPQjp/n2rs7NgUX3rhLmUxR788Kwb8j/9c12mmuHhQ5xWNRan1+VVeeil20NuNsoAOagnJGMg81LCTtzgg0lxGXiJ6MDkVkz1omr4NUA32PVP611lcv4PAMV6+3BMij/x3/69dRXXD4UcdX42FFFFWZhRRRQB4b8QVC+LL3/aIP8A46K5G6GYB6V2vxHTb4nuD67f/QRXGTfNbKua9Kn8COWXxGSxzlfWlhleBgQeeo9jUrbcmoiVC8d6bQDmb+13XTgqo0rjeO+Bz+NdItslvCEjXEajAX/61c5phVdWtZScGOQYPseMV2moW2yTgnHtSjvqEtjHlZpTgMQPyFNKgcEZOfWrIUKxIBOM8VCwbaSeuOlakDCDgdcUxSTIBg4HFPZ+NoHTikUYYHn6+tAxSrFsk4FT20Jub+GBcsXcAioskHJyAOTWn4cQSaq0rKMRIWB9D2rOrPkg5F04881E9MCrFAsacAADrVC7lVDtLBe/JxUdldPMoDHJ9ax/GkZbSZT8ynGVYHkGvnd2fSwXKiDQ71112+t0IlgB3rInIGe1amt5vtIurVWwXQjI7Vwehyf2Xd28APRsSnd1ZuP04r0mKyka3Y/KFPBzzmtp0pUXFmMa0K6kvkcJpugpdRtGPMZ2UgAluDjr1ryiKQNIUBOQSK+mfCWlmTVpp2UeXAD9NzDH8s187XsXlazdIIwpWZ14Hoxr0efmloeOo8qaZesrPzEViCSTitOG0lVcYxg49M1mWrzIVKhhzW3E0zqoDHPtXSjFl2CxmYZyqjHStSLSdqAtJk45PSq1hG7sFZuvBJrbjhYIGO3B/Gk2CRitpsaAlpBn6Zqrc28CJ1ZhtyeMCuiuLcDDZ3E8Y6VhaoWSP5doXb3o5h2OOm8PXGoazbW+mRF5bhwm3PT3+gr160tP+Ed0+DT4CskqqI02/wATHqa4Lw74ltfDt9c3NxEzPLFsjcDOz14967rQHlux/bV2pV5R/o8R6on976mvLxjbdmtD1cDFKLfU2UD2cCwbtzfedvVu9OS8CrtJ5NVLm6SC3kuJmwqjJ/wFZNkbuVJLm5+VpTuVP7i9h9a4jtidbDIpj35qQSFzwea5lb2WH92p4NadlqCgHzGA9M0DaNMplsntUc0qxRM5IAAzUaXkcp+RuK47x34i/s+yitIWAluH556IOtXTi5SUTKo1CLkzI8TCTWL4SCTECDCAevrWImjTxkkygp9Ks2OpJIBuzg960zcbkZEcMp6DOMV7tOCjFRR4VSTlJtmC+jtIQfN2t0yKoXOj3scR8u6RsNwDwa35o5VywBx+lVJJbgDDQnHY1pYlNnN+Ze277J4+QfvKKuLcq8WyUNtOCD6EdDV6UNPlWQkehFZ+DCdpUlc9COlGwXTLQMkhJEgZiwKkdufSvQJU8tgvooH6V5wX4WSLAK9R3Nd7ZMXsoJC+8ugJbrz3rlxGyR52aL9yn5kx6UnPtTu3UUnGeorkPBA/Smk89aUkYOSKbxjrQAhPWmk9wacAMdaCufXFAhm7B5pwf86NhoK8cg/lQMUPinZBqLac96XaRQA88VCwwM1Lk9M1EwOaBoYeKjY5qUjFRvgUFFC8AaJ1PcEV1fhyfzrC3YYOUHPrXJ3mfLODWt4SMlpbwQynCyjzIifQsf8AA1nUV0e9ks7SlE7uN+gwMinnBQk45qvEcylfXrVp02xsW6YrnPpYmr4QGLa7HfzBn/vmumrnvCIX+zJmwNxmOfyGK6GuuHwo46nxsKK+f/8Ahpr/AKlH/wAqX/2qj/hpr/qUf/Kl/wDaqsg+gKK+f/8Ahpr/AKlH/wAqX/2qj/hpr/qUf/Kl/wDaqAOg+JEGfEbtjrGh/SuDuV2wnjGDVLxJ8Zx4hvVuD4f8jCBdv2zf0z32D1rn5PiCJAf+JVjnP/Hx/wDY12060IxSbMZQbdzYYEtxwKQx+o5rnf8AhM1/6B3/AJH/APsab/wmQ6/2fz/12/8AsaftqfcXJI6a3RVuo8DH7xf516NfwnbuOOWINeJJ4wCSo5sM7GDY87rgj/Z9q6qf4xCZSP7A25P/AD+f/YUvawT3DkkdYYsxndnqcVSlYjdx39K5N/ipu6aNgZz/AMfX/wBhVOT4i7zn+y8c/wDPx/8AY1Srw7hySOvIZgNq9+ooPUlSvtg964pfHxX/AJhvOc8T4x/47Qvj4gY/s7juPP8A/sar29PuT7OR2srEgnsABTbDUTY3wZ+I5AQ2P4QOc/pXG/8ACff9Q0/+BH/2NVZ/GfmsxSwKblKnE2euP9n2rOpVhKDjfcunGUZKR7xpt2AqyqwZGwwIrSvAl7YuhUMew/livCdH+JsmlRNEdNM6HkA3ONv/AI70rVi+M8sTAronT/p7/wDsK8mVFxneOqPYp4qDh7+jNRrSeGVwQ3mI+4gdWwc8flXZ6L4nlaziifa5AxuIPPbP415pd/Fu2vHR5fDmHX+Jb3B/9F16FpFvDd6XaanbqkZuoUnaJm3YLKDjPfGa661WEornWpyUKc1N+ykrHq3h21NvpSOy4knPmtn36fpXzT4zt107x/rVq6bUN00iewbkV7fY+M79JIorm3geMEK3l5DY6fSvL/jLY7PHzT4wJ4EOfoMUqU1J+6TWpzpv3+pz9uyKoOcB+gzmtmLAiXOMe1cvaBl2qzZUcr610VkqlVDlsc4967o+ZxyN/TkQSIQPwreijOzbgewrG0+Bdo2MSfQ1txAiPDck1LGiC7cRRndsB649K5LU2Jy24Bc84rfv5MGToAq/hXKX1wjkgd+tS2WkM0PT7LUNUllu8GG3wwjzguT0/Cu5XUVhVpHKrCOevA+leUC5mtp3kgkaOTGM+1auk66txMlvqsuV3bkc8D6GuLEUpSfMd+GrQguXqd7BcPq06yshS1jbdGpH3j/eP9K05p0hhaV+FXt6n0rnB4i0vTwqPew/OQFVWzV2O4Et2k08iGFeUUMCPqa4uVo7XJN7l60tHVWnuiTLKc7eyj0qpeTyS3q2VoBvxulkPRR6fWmaj4gtbeQRtcIHbod1V7DVtOtopnN3F5rEszE9TTVOT6MPaRXVFi4nbToXkeXaFH51wOp6ZqGuam11LJy3CLn7q9qu6tqlxqd58jZgQ/KO596k068WMKHDFe7f3a9LDYflV5bnl4nEOb5Y7FnSPC8qkgSH3q/c+H5ET5Xyx6cda2tKuYjj94Mn3rXliRwO5xkAdK6dEcutjgXiu7MbW+dR1FNiuopDjhT0weldZfQR7AGXArnZtNgd93CHtgcVrBmbK/kqrcuM+wzTSqt8qIHOecirMcCpIEZAffNWGZIgfLJUg4PygmqJKR0i2cb7uWK0XHJIy35CtayltXtEW0QiGLKDPG7B6/jXM6jEzAlJ2Zs8lqkg1K70iwgiTTzdGQsxfzdoHPTpWGIjeJz42lKrS5Y7nUccdKXIyOR+VcvJ4m1QR749HiUY/jnJ/pU9/fa7Z2fmypp6zogeeIKx8ot91M55bH5Vyezn2PJWX1n0OhPJzk49hTXHozVxx17xICoe1sUJPUq3+NNbVfEUuGa4tIkPOUgz/On7GfYay6t5HYgY6sfzpR65P5muO+26uVP/ABNiSOSBEo/pTDfaqVG3VJh0/gXp+VV9XmP+zandHa5+v50bgO5B+tcFJqOtKoI1djnsUXP8qaNV104I1HcCP+ea/wCFHsJj/s2r3R32Qf4j+dB6cM2PrXnra34hQKVvY2HT/VrSw634okiaSOWCRVyD+6GePUVLozD+zKvdf18jv2H+2350w+7t+dcUuva2bdZDcWyknq0Q6VU1DxNrUN80CyQlVCkHyRzlQf60nRkgWW1b9DvWYj/lo351C8jFf9Y3PvXCL4h12U4EkI+kQqZdT1phzdpnP/PIUexkV/Z1VdUdRdFjGxEjcVtwIw8MaNfE5Mcslu/0LEr/AF/OvOJNR1bftadG7EeXXq6aebb4fWymUySTSQzjjGGYjgVM4OK1PQwGGnRqXZuWTFymPxNXrogQkDvWfYI0dup6tjmrbuWXAHI7GuNn0kDY8HsfLvE7B1IP4Ef0rqK5bwk6+beoOCdpx+ddTXTT+FHHW+NnwBRRRVmYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX0j4F8P63feHdKktVhS1a1izJNyPuDoO9fN1fbPw9/wCSc+G+Mf8AEtt//QBUyipbmlOrKnflLGl+F7LT9sjr59wOTI44z7DtXmnxssg+oafcAfMYSv5H/wCvXtFeY/GWxa40nT7hSF8uVk3fUf8A1q0pJKSSInJy1Z4hDGeM9q3LJmKgDJI7ntVG0hkWQs6KwxhhWnbqIyVKZx0xXYjnZ0unPxt7+tafmYjwG4x1rF06TC7Uzn0rTkkOzBGAB0NKRSMy7cYYnB3cfWsK8gEgOz5T7DpWveEZ75Ht0rEuY3bJLNg+lZlnP3wkhyGAbtkCsl3QZySD6V0FxIwwpGQT+VZNzZxyMWRuc96AuUZV8xQAoHHBxUYuZwvls0men3zipZFkjX1UdDVdZTJIseOSealoabNiLGEGSwx35rXhAwDgFfQ1gwgLEjBvY1s2eduAeVGRW0TOTNSAxEnamT6jsKu2cURRhgFCOr1lrcu0Y2r7fKK07Obe4BGPcVoZrQ3NN098Bo5NmPyNdLarKyDzQAVGOOhrK0z7gBycHrXRQPjCkDnrms5GiKl1DHPHtYDOOma5u+g+zyFkJwB0rsJ4d3zKBs7GsS+AGd/A6BsYpxZMkcxNMCQRjJHUdqrNOeRuBz3rWurZVlLAqT7dDVaWMBAPKU7uePWtkQZYIlcIvc07UZ0R/LiyI4yBn6jn+VbFrBGxf9yoOPSqVxb28k+14C4Lrti3bVducBj2XnJ/KlPYaI9MiMarqEiDc/NrG4yODjzWH91e3qacs0U1wN7LKkTM6yqvMrnq5PfHOP8A9VUbq+bEhnYhiNs7E/eIONiEH7nt+HqazDfedIqrKI4k4A2/0qUSXridZbgKGBGDkjt9feqrQSGJjneCMj2qQGOEbS24A8jHtQ10I4iyRMmCD15x0qiSo0Er5IJIHUn6Uo3RLujYMTwaV7n5QcEAryvWoxdqIwrIScd/0pDEUh5DuBUnn2p0gUgbei8bgae8sLbVwR645z60ySSMKFU8euKAK5Q7QvQZ+9Viwt7lJ5pFcAocsM8kEfrTkVXQYbp19qdCkkd+rvJvUgHpjABosCZYaCC7t0jyEkd8I2Pl3ddrfXtVa9tDHeqsq/P5Ee7jGCBj+ldCNNieG6jUY3IjIAf4wT/+r8ap3+ya43u2JDAn8OMnBNK2oGBGBFKGGML1p8jdSo59arXGQd5PBPap1l34YrhQOg5OaBhbvumwQMn+dev2NwbrTtLtMZSG2jkYerEEAfgP514sS0MokXIz6mvVPB07T6ak0p+bAH4AYH6VyYrSJ1YSN5nXrgRgHj6U1mAYYpjv8oxTH6A5rzZHppGloVwLbXUUkhZlKH69R/Ku2rzVJ/Iuops8RsGHrwa9HikWWJZEOVYBgfY1vReljlxEbSufAlFFFanOFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9heDPGfha18C+Hre48S6NDPFptskkUl9ErIwiUEEFsgg9qKKAN3/AITvwh/0Neh/+DGH/wCKrkfiN4k8Mav4QmitfEmjzTRSJIscd9EzNg44Ab3oopx3A8etdW0+Hl721PBHEy8/rV4avo77WOoWnqQZlGP1oorq5mZ2NC21vSI241SwGfW5T/Gr3/CRaOYzu1nT+nT7Sn+NFFS5MaRQuNe0hmyup2P4XCn+tZ11q+mMSU1O0ORjHnrx+tFFK5Ri3Go2YJAvLZu2RKv+NZlzfWz/AHLiLHoJBRRSUmKxUe8ib5TPHj/fFRRTwC4TEsQA53FhRRRJgjo/EdppOlanHb2Gq2d3byQpIssNwrhCRypweCDmoYdRs1RNlzCpA+bMo5/WiirhJ2Jki1HqVmOt7bLx/wA9l4/WtTTtX02NsPqFmFPUmdR/Wiir5mLlR2GleI/D6DJ1rTk55D3SD+ZraXxP4azltf0n/wADY/8A4qiis5SY0iaXxX4a8jA8R6Uf9n7ZH/jWFfeJdDdCi6zpkgxxm7j/AMaKKcZMGjBm1nStxxq1hyM/Lcof61E2vWB+X+1LEqBx/pKf40UVqpshxQDxDpw6anaKcdftCf40yXVNIktCj6tZjLguy3CliB2HPGfWiik5sOVGHPfaI5Hl3EXH3Q0wIAx061D9qsNyBbuzA/67r+vNFFTzsXKhX1HTwMpdWucc5lU5qs+o28mA13b4z/z1X/GiijnY+REf2y2wQbyDp/z1X/GnNNaYU/brYkD/AJ7L/jRRRzsfKiI3sMaHF3bH6SL/AI019UtSozPHn/eFFFHOxciJYNUtVGGuIcH1kFaa6zaxNCqXdk2VfcWkHH45oopqbE4Iu/8ACQ2QgDG+ti52jAlXtznrWbe6pZy3pK3sGxAqA+avIAA/nmiijnYciKzXtk7s32u34PGZV/xqo9/AHJW5t+//AC0FFFJzY1BEa3tu3DXEJJ7+YK9K0fXNGsrbTlOrWKrJbKXH2pMoy5UhueOgPNFFc1b3lqdFD3ZaHS/8JToBTJ13TM+n2yP/ABqI+K9AEqINZ04hicn7XHgD86KK5HBHepsafEugYP8AxPNM6/8AP5H/AI12Xh/x14XGkRR3HiTR4njJTD38QJHY8tRRV01Yxryclqf/2Q==", "path": "000803.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000804
Men Tshirts
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", "path": "000804.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000805
Men Tshirts
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", "path": "000805.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000806
Men Tshirts
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", "path": "000806.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000807
Men Tshirts
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", "path": "000807.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000808
Men Tshirts
{ "bytes": 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", "path": "000808.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000809
Men Tshirts
{ "bytes": 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", "path": "000809.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000810
Men Tshirts
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", "path": "000810.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000811
Men Tshirts
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", "path": "000811.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000812
Men Tshirts
{ "bytes": 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", "path": "000812.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000813
Men Tshirts
{ "bytes": 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", "path": "000813.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000814
Men Tshirts
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"path": "000814.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000815
Men Tshirts
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", "path": "000815.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000816
Men Tshirts
{ "bytes": 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", "path": "000816.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000817
Men Tshirts
{ "bytes": 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", "path": "000817.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000818
Men Tshirts
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", "path": "000818.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000819
Men Tshirts
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", "path": "000819.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000820
Men Tshirts
{ "bytes": 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", "path": "000820.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000821
Men Tshirts
{ "bytes": 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", "path": "000821.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000822
Men Tshirts
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", "path": "000822.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000823
Men Tshirts
{ "bytes": 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", "path": "000823.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000824
Men Tshirts
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", "path": "000824.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000825
Men Tshirts
{ "bytes": 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", "path": "000825.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000826
Men Tshirts
{ "bytes": 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", "path": "000826.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000827
Men Tshirts
{ "bytes": 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", "path": "000827.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000828
Men Tshirts
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x61zT+NLO6LLYxTTkd0QmhoDM8fgHSCSMqrDNYHwok8n4iWAxt3LKmPqh/wAK6O5nHiCwu7eS3khk8v7rj9a5X4ds6fEHRmHXzSrf98sDWtLsYVe59M0UdqK3OcKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCG4Dm3lEZw+07T744rwjTdImg8c29zIOZY3lc/7Xf+de+e1efarai01yUhAFzlT3we361lUvozei1qjP1K0mVQ1rhWY/M23OBXPLot7cTzPeXMdwo/1I8gA/icV3MJVgAelPlSNIyQB061gn0OhLqZ+kJ9l01otoG3PSuWutCMjyyWzLDKclWEYbDZ75rq1JFu5weaSxAYsSOh70ky2tDmtNsNURoluLprjr5m5MD2xUfjSwMnh7y4lyySKQB78f1rtXKAcACsq52yyqjDILZIqk/euZtaWJfhvo8ulTsglJja33OB0LEjB+telVj6BaLBYiXZteXn8B0rXrogrI5Kkk5aC0UUVZBzPjwSt4L1JIiQzxhCQOxIBrzbwxpiXPg1Ip1baZnZgDjPNeyahape2E1u4ysiEf4VwelQRwWfkIMKGYkehJyaxqtpnRSSaOFmtIRfQw2dpqUDynCSQyfLn3BrrPDDXcV1LbXVzLLsHHmYP61sf2XCzb8Y+hpkcKQ3XyDoMVk3obpamH4tiu55isN3PHEF+5CcZ+prm9NiRZp4JtMvZXhGWkmlyMe3Nd9IizXB3Dg1MulWxAJX8DQmuoNGDpWnwbhc2yGNWHzL2rg/Fdg8ni9oYk+afaRj6da9dkjSGPagAFYT6ZBd6uLtuJUTarA++aItpikr6G98OjPY6b/Y0se2O2QNG3c7iSc/ia7esTQLLyUkuj96XAH0H/ANetuuiF+XU5KtubQWiiirIMbxTI8PhfUXiBL+Qw464PB/QmvF/AWnNbXmrQOuCoVM+3Ne9XVul1ayQOMq6lT+NeaWtrHZ6jdgDErMA/vjgVjVvc6KKTXmYWpaWImeG30+0b5Sd0653H0rOsNBliEd09tDFLuy0cJbCj869EWKOb74BqK6hjiiwqgZrG+ljoS1uQatGl3oZgYZDADGcVxMnhy5tWEmmtBDLu5LQhvl9QfWu3uCRbqpqxZorRBioNCdmVKGljndPsruV2W6YSxjBV2TB/Kuf8baVJe6tpoiHEhMbH0716LMUVTgAVksiTXibl3bcke1CetyGr6G98P7OXT7W6tGkLQxlNgxwpwc4rs6zNFtVtrBW27Wl+ds9fb9K066oK0TjqyUptoWiiiqICiiigDyL4s6bcX9z5nJSCBXi9jk7quafZY0OzjKgvHCuM+uK6zxdaCayimEYYo+DnuOv9KwbRwEUZ4AxXNO6bOuFnFM5S/wBP1W5ZFW7jjUtiSNoAw2+3BrS0TTRYagHVV2nODtANdOEjIzgE1TkwbrCjp6VDd0axiZHiOwTUblcopZVwpIzWFHpOp291J5V+4tsfu4lhA5966uQ7rsZ7nFaIVAgyozTUrDlExbS1dLcPOB5pXBxXF+HPD8/9p3l0GMbwzlIsDkHPUV6FduAp9Ku+GLFJrkMYwVQ+Yx9T2/X+VON3oZtpPmfQ7WMMI1DHLADJ96fRRXUcQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACdqxtf0n7db+dEQJogTz/ABD0rapjfcb6Gk0mtRptO6PPLaX1pL68CQNGNxYjHA6VQtroec8bHDKTU9xD9pX5ZGRhyCprje53Rl0M6LUNUSPyGERZsgOc9PcVc0y7eBWS5ffITncFwMVWeGaJlDXb/UqCfzqWOzYESyTyNj3AH8qGzRqy3NOSUMgYHg1b8PaWuo3UtxMf3URA24+8TzWLPcJHHgnAA4rsPBeW0RpSP9ZMxH04H9K0pxuznqzdtDogAAABgDtTqKK6TkCiiigBDXFanbNYalINpEUh3of5j8K7asDxSg/s9Ju8cg/Xj/Comro0pyszKWcKmWPasePWbMXU0csm11PfuPY1NNmWDA+9jgHvWM0e0ESWbAg9UINcqO6N5bGjbX8VzehYlk29Q7LgEVueZ8vFc0Gd8BLeUMBwSwrTtnkRCZODjpnNA5XW5JdSnaeal0TTZL5i/Ij3YZsdPp71n3cwVSSa7fw/EItDtABgsm8/U81pThc56k+XY0Y40hiWNBhVGAKfRRXScgUUUUAJXIeJdNkiuRfQoTE3+sx/CfX6GuvqC9jWWxuEbo0bA/lUyjdFQk4u5wdvKSuao6tqDrGBbgNKpyFI4NOs7gOuRj0IqO6tZHfzIZSvYgqCK4z0IyexUk1a9uofKjt0jcDJLnIH0x1rUsb1BbqjN+8H3uO9ZYS4WUjzogx7+Xyf1qzDZsh8yWYn2AAFDLloaE74FX/DOki9d7ubBiR9oU9WI5/LmsO6uVRSSenSu18IZPh2FyMF3dv/AB41pSim9TlrTaV0b1FFFdRyBRRRQAUUUUAQ3Nul1bvDIMq4wa4O7tZNNvmt3YN/EpHcHpXoVcL4yn8jV7cn7piAJ98ms6iVrmtKTTsRG4WKPcentWFPfXqXrTW4Uw4+ZX4OfY1o71kixnOfeqEtnNFuK3UgTsDg/wBK5jti7kaXd492lxcOgiP/ACzRcn8621ulmX5T0FY0dvLOMfapCPQAD+lW1228ZUMScYJJzRcJOxN5TXl3DboQDK4UH0zXf6fYR6fbCKPk9WbHLGuF8NSC48TW6ryqBmP/AHyf8a9GzXRSWlzjqybdgooorUxCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooArXt7badavdXk8cEEYy0kjYArirj4u+D47lbVL6aaSRhGpjt3K5PA5IFYHxu1WNbHT9LSQ+aXNw6g/wgbRn8SfyrzDwr4VlvtQi1S6fFrFKGiXPMjA8fQCnK0Y3Y4pt2R6RqkEkDC6iGSOoHcUyz1mN2Hzc9CDXQfZ1nt9rc5Fcnqeguk5kgYo3XiuG/c7DpFmglAZyKgvb+OGPB6CuVZtVjGwIDjocGpoNO1DUGAu3wmeQO9GhTuWYrl9Tn2ICIgfmb+gr1jwxGItAtgBgHcf1NcHDp8dnbBUAA71z2jeP77RfiG+lT3DSaVJMkZifpFuAAZfTk8jp1rajqzCrse7UUUVuc4UUUUAJWF4tydBcAnJdaxPiB4tm8PWsNvZFReXAJDsM+Wo749Sen41554QuNd1XV7u+1O9uprUqUiWaViGbIywXpjjGaynUWsTqhhpciqvY6G21A42OfnBwRWk2y5jwvU1g6xYSxyedESD7VVtNaa2TbPlWHt1rn0NUdbDEsKfM3T1qrcXSpnLCsJ/EkboUBZ3xjgdaghtbvU5QzgpFnpnmjQHdmjHKb2ckEmNOp9TXrFknlWMEf92NR+lebRWy2sIQDCivR9PvbXULKO5s50mgcfK6Hg1vSOestC3RRRWxgFFFFADc4rk9d8e6DpMj2c07yTH92UhTdtJ4wT0rY8Q37ab4fvbxCA8cTFT/ALXQfqa+ebyykvb60cScCZS5PcZB/P8Axrlr13CSiup6mAwCrwnVltHsdndO+n3Pm8+W3X2NXrPU0kP3gQatXNmt5akYBrj7nT7uwnLQcrn7vasr9yErna7Ynbecbj0qtf38USAHiuV/te9HAt23Dpk1PDZ3+qOpuPkT+6KLoLPqWop21KYBAfKX7zHv7V6v4dUJoNoB/dJ/U1wUNglnbBUUAAVjab4vv9I8VXEHmyPYpIgkjY5XDAZ2+hHXirjUVPVijhpV7xhutfU9topqkMoIOQeQadXYeeFFFFABRRWZr2pRaPoV5qEz7UghZsg8k44A9ycUAY2tfEXwxoE7wXmpKZ0OGjiRpCD6HAwK5rUNd07xpbLqGmNI1vtMYMiFDuBOeK8PXS7zXNQW1t2BkYkuzNwB3New+E9Kh0jRo7CJiyRk5Y9WJPJ/Os67SXKbUou9zPh1NrZ/s85KsDgE9627a9juI8EgjFV9Z0RLlSwHNc6LXUbHKxESD3HSua66nQr9DsGuIYULJgjHNYN5q4MvlRKWduMCs1Bq87bOEQ+3NbulaGtuPNk+aU8lm5oVgdzoPAtqU1NnfmTyiSfxAr0GvC/GGuX/AIbtLa8026kt5hcKpZO4IPBHQjOOK9T8F+If+En8L2upsqpM2UmVegdTg49j1/GuqmvductX4joqKKKszCiiigAooooAKKKKACiiigAooooAKKKKACioLm6gs7d7i5lSGGMbnkdsKo9zXnPiH4xaTYq8OjRm+uOgkYFYl9/Vv0+tNJvYD0mSRIkZ5HVUUZLMcAD615/4m+LOjaOskOnEahdLkZQ4iU+7d/w/OvGNd8X6zr8rPqF9JImeIlO1F+ijisBnLfSrUEtwL2u63ea5qU+o30pkuJWy3oB2AHYAVseD/ECWc62dzIBbO2UYnhG/wNcryQR+FQIxjkKt0olFSVmOL5XdH0naENGKfPbLIOleXeEPHa6fFHYaqzGFeI7jqVHo3qPevUbG/tNSt/Os7mKeP+9GwYCuKdNxOqM1Iqi1VRyBToYMyZAwBVp0AJpUAVahIsq3ZCxEV4v4onQ+JWliAEse0M3qQcj8q9L8Xa9Foumu5INzJlYY/U+v0FeJS3DTTMzOWkZizMe5rpow15jCrLofVPg3xfa+LdJFxHtiu4/lng3ZKn1H+yfWumr470/Ur3T72K6sLmWC5jbKPE2CP8R7V7Jovxb1NbUDWtMiZwuA8T7Gc+pXnH6VpO0dSKdGdR2grnr/AEFYWteLtG0FG+2XieaB/qY/mc/gOn415DrnxF1rVt0cc32WE8bIflyPduprj5XeUksxJPUk9a5pV19k9WjlDetV/JGlruv3Ov6xNeXB+aRvkQHhF7KPpXaeEbhbjT4+m6P92R9K8yZSRkda6DwtrQ07UF844hkwsn+yexrC93dnpYmhejywW2x6pNbCePBGaxJtHQuQy8Gujt5FdRgggjIIp0sQI6VTR4SdjnoNFtofmCDNatrCoHCgCpDGeBip1UJHQkNu5n6iQkZJrD+FGrSwa5d6S7kwzI0ir2DqeSPqP5CrPii/Fnpskmfnb5UHqT0rzrS9TudL1CO8tZClxEcq3+PqKalyyTO2hh3VozXfb1Pp3+VH0rzTw/8AFmyuisGsw/ZZOnnx5aP8R1X9RXbXfiLSrKzS7lv4TDIMxsr7t/0A611KcbXueTPDVYS5HF3Zqms/U9ZsNHt/NvblYx/CvVm+g6mvPtb+JNzPuh0mP7OnTzpQC5+g6D9a4a5uprudpriWSaVuruxJNcdXGxjpDU9jCZFVqe9WfKu3X/gHR+L/ABk+vRi0t42htEO4hm+aQ9s+gHpXIQzE4wfmU5Bp7ffOe4qtJBIsoMILMTwB3rzpzlOXNLc+noYanh6fJBWR6P4e1NL+02kgSpwy/wBau3dkH+YAGsfQNBksIBe3TFLll+6Dwvt7mtuC+jlAV8ZJwCO9d8L8q5tz5TFxgqr9k7xKkdlH3jGat28I38DAFSmPDHmpogEFWkcrK18yxQMSQMDrXml3Ms15LKOPMfg+uOBXS+K9XyWsoW6f61gen+zXHAlpQR1Fcleom+VH0OV4Rwg6st3t6H0bpVzDd6ZbTW8okRolIYfSr1fPGm+INR0a5EtjdPFn70Z5Rvqp4r0bQ/idaXIEeqxfZn/56plkP1HUfrXbSxUJaS0Z42LyevSblD3l+P3f5HoNLXI618RfDmhxjzb5bmZlDLDb/OSD056D8TXknib4ra1rJeGzc6fZnjZC3zsP9p+v5YrtUWzx2mtGe0a/4y0Tw3GTf3i+djiCP5pD+Hb8cV4d46+It34sZbWKP7Np0bbhEGyzt2LH+lcXLcPKzOzFmPUk5qBqtRSAs6bqcun38dzE37yM8j+8O4r2nw3qNvqNik9u4ZT1HdT3B968GmDKd4/H2rd8OeIrnQr77RCC8T4E0JPDj+h96zq0+bXqaQnynvjRh0wapNZqr9Biqeh+K9J1pEW3u0WZv+WEh2uD6Y7/AIVtyKDzXG4tPU6U77Gc0ABwoGas+WI4+aeqDdmoryZIYWkldUjUZZmOAB70JAcD8QZYv7MMUqht7AKD69c/hV74QeMbbTQ2gXxWOO5maWGdmwA5A+U/XHB9a8+8V+IBrOqtIhIto8rCD3HdvxrDVyB1rspwtGzOWpLmZ9oUV81+E/irrfhu3WzmC6hZr9xZ2O+Meit1x7HOK9c8NfFDQPEDJBJKbC7bgRXDDax/2X6H6HB9qHFkHcUUgOaWkAUUUUAFFFFABRRRQAUUUUAFYfiXxNYeGNLa8vGyx4ihU/NI3oP6ntUviLXbfw7o0+oXJBEYwiZwZHPRRXzV4l8UX3iTUGu7yQFsbUReFjX0UVUY3Au+K/G2q+J5z9sl2WynMdtHwi/X1Pua5Vm3U0EsxzRWqAQ/rSU7FJilYBpz17014/NXrgjoakppBzxgZoAasgjXLnB9PWun8I+NZPDMcsJsoZop5Q8jbyrAYA49cCuXMfzbiSSalimMKSIACHGDUtJqzGnZ3R9KoY5ollUgowDA9iDzmvIvEvxRvxfXVno6QpbKTHHcFSzt23DPHXpxS6h4vnHw2sLGCUi5n3W0rg/METj9QVH51wDKWwWwcAAe3asYU+rNZ1OiGT6ld30hkuZXlnJwzuxJP51padock0Qnmfy4m5Bxlm+g/rUWl6b9rvdzcRIMyH1HYfU10Ukvz7VAA7AdAPSlWq8mi3O3AYJV3z1NvzGRQw2oAt4wnq3Vj+NI7ZJpTzULnAyOhribbd2fQwpxguWKshSeM0o6A01RvjI70q52UixmMhlPY5/A1EZo4BvlcKvQ5qdk3cgkHpkelQPbKCWI3E9S3JoJle2h0fhvxtd6fLHCUMtgDgiQ4dR/s/4GvRdG8V2Gu3T2tukqSqm/94BgjPOMH3rxi3QIxjI46it3QbtdK8SWdykgMQcJJk5+VuD/ADzVqXQ4K+EjJOX2j2TYc1DdzJbW7SSuqIoyzMcACrM9xBa2slxPIscUalndjwAK8V8XeMLnxLOYLcGDTUPCH70nu3+FW3Y8yjRlVdlsN1/xXbaxqJRZfLjjJESSDG73rPijluJdkSkt1rFksUuI8OOO1dDo9pLp+nIsj7pGORnqF7Csak1GPN1PdwtObkqVvd7lq30qOIB7iXe/XavCj8e9XS+0BVAUDoFGBUaOJBUZ4Yp3Ayv0rhlOUtz2adGMFoPduM0kbZXNRs+4DHWpEGFqDYJOE3enNdr4b0SO3hjvbhd0zDMan+AH+tchb2zXt5BbJ/y0bk+g7/pXqVrGAg4wFGAK6sNBN8zPDzfEyglTi99/Qpaik86eWreWpGM1g2ukXOnSyMLwyw8MiSEkpjtnvXaNErLhhWXdRLCT+7LA+gzXY0eBGbWwltqNjqCPJaXcUyp98q33fr6Vga94xtLIi0tJ0aRxzPnKJ7Z9axvEtqbWRZrOFrVZkMU7IAqsCRgNj6Vz5s4miKsoYHg5rlq1mvdPawOX06iVa912f6kt1cHOA29m5LZzmoVRm9RUMVh9nfMDEp/zyY8D6HtV9XAHKMp+mf5VyPyPejruM5LHPUcU4AilUHGT1PNOpDsRyRxzJsljV19xWXdaGjKWtXZW7I5yD+NbGKMVtSxFSn8LOPE4DD1170de/U4t0eKQxyKVZeoI6U08jFdZeWkN6myUbXH3JAOR/iK5q6tZbOcxTKAw5BHII9RXs4fERrLzPjsfl1TCy11j0ZX9icj+dRqhifGfl6j2qUimMhdcMePQV0nnlvTNVbTdYtr6GJJTbPvVXzhjivb/AAh4lXxTpkk7wJBNFJ5ckauWHTIP4/0rwVco6sACR6967XwB4hGm6xfNOf3UtsXIJ6tGMjn1IzWVWN1c0pys7Ha+OvGX/CKQQQ2kUU19NltsmcIg/iOPfgfjXkOs+L9X1y5LX05MTfdhT5UX6Dv+NN1TUrvWdRub+7kLSTvuI7KB0UewFUGhDjbRCmooUpuTGKrSnzGPFTLRghQCOnXFKOOcVoQOAp6sRTBzQKAOy0D4j+I9ARIre78+2XpBcjeoHoD1H4GvavBXxA0/xfB5RAtdRQZe2Zs7h/eQ9x+or5lzU1tezWVxHPbyPFLGwZHU4Kn1BoaTA+x6K82+HXxHj8RrHpmofJqag7XA+WYAfo2PzxXpNZtWAKKKKQBRRRQAUUVzfjnWjoXhG/vEbbMyeVEf9tuB+XJ/ChAeOfEzxW2t67LbQSZsrMmKIA8M/Rn/AKD2FedN97FTyOWbOe9QsM59RyK3toAn8f1FK3BpoOZV+hpz0gF60lC80pFMBO9FLiimA2mkcnin49KjfKckUgE3Nsxk7QxwOwpwBYgAZJwMColO+XZnt09a19ItibhpnA2QjI927f41EpcqbNKVN1JqC6mnBCtlarbj733pD6t/9bpTSCefyp2SxJpTyMdK8yUnJ3Z9dSpxpwUY7IRWDAVBJwZB2yDTiSrY7NyPr3FM3BxIfcVJpcdEfkp4GCRTIh8lSAcUDDFB5paQigCPbg5HbpUjYPQ8GnJE8rqkaszt0VRkmujsPA+o3UJkuHS1GPlVhuY/gOlNIynUhD4mReKPFZ1Lw9YWEbYLRh7rHdhwF/MZ/KuQSMkAHr1PtVnUNNmsNRlt7nBaNuNvRh2NIowPc8mm3czo04xXu7E1lbLNcqGHyL8zfQVqu5Zix5qvYpstmkPV2x+AqdRzXFWleVj1sNC0b9w+4wYdDTpceZC3qdp/EUjDH+636Goy/EYPUSAH61idYKMSYz3qz2qJ1Ikziph93NAGr4ViM2tMwGVjiyT6ZP8A9avRYlwAPSuf8K6UbGxMsq4mmO5s9vQV0aKSK9GjHlikfGZhXVWvKS22FZs8Dj3qlezIkRHUjmrzKAtcJ431nyIBp1rJiecfOynlE7/ielazfLG7OehTlVqKEepka5rovZTZRLwCDIc9O4H1rJGeh7VBawpGCqjv1PerG35T7V5lSfNK59nhcOqFJQQ6iheRS1BsFGRS009aAFyKM5HFRs+0UobERb2oAhkfJqvfWn26wYgfvofmT3HcU7GVX1JzVwHyzgdRg1pSqOnJSXQ5cXQjXpOEtmcbSVe1S3FtfuFGEf51Hse355qlgGvo4SU4qS6n5/UpunNwluhrD+dNDFXBUlTz09MU9lODVd5AFzyO3SmyCVenNKBxmhUO0MOc96Uq3egBKSnYoNFgG0UtJQAZOaQ9aUdaYDkMT3NAF3StQuNM1S2vbVyk0EgkRh6ivq7w5rlt4i0O11O3wFmT5l/uMPvL+Br5ITqD61678EdfaPUrvQ5X/dzp50QPZ1+9+Y/9BqZK6A9xooorMAooooAK8m+N2oeXpumWCtzJI0zD2UYH/oRr1mvnr4vaoL7xe9uj5SzjWHj1+8f1P6VUFqB55xzTGO1lI+lOPTIprIWXAPB5+laARj/XqR905/A09jUAY+dyOoOfY1LmgBQcU/tUYpwPamgH0CkpaYBTJj8nHWnnio3GUoYDEjAkMmBuro7NPK06IYw0nzn8en6Vhom5go6scCujmwr7B0UBR+FcuKdopHq5VTvUc+36jVpTTRwacelcB9EinLJjOOqncKWIAx5HAY5qteuVbI69Kki4CjOcdKDO/vWLi46U4Dio06cVKOlBqJ9a0tG0W61q7EMKlYwf3kpHCD+p9qTR9In1i+WCIEJnMkmOFH+Net6Xptvp1olvbxhEX8yfU+9OKucOLxape7Hf8iLSvDthpFsBbQqJMfNI3LN9TVXU/wC07qT7LYJHApHz3MuCFHsvUn8hW7ISFqjJvDHYuTWp493L3pGR/Y2m2lo321I7l9p3zXCgkjv7AfSvK7sQJeTrbNugDkRn1GeK9WbQFuLhbvWZ/tRQ5jtl4hT3K/xH3P5VwnjJtNbVU/s8RK4TEwiACg546d6iSO/A1Pf5e5RQbbaFf9nP509f0ofhIx6Iv8qRTj/61ebPWTPqaKtBDnyP9oH9agJxKvIKsf1FWgM8jj6dDVK8AjZHHGHGf5VKNWX/AL65zW94d0k3cy3MqnyUPyg/xH1+grN0PTZdUmUAEQKf3j/0HvXo1pbJBEsaKFVRgAdq6KNK75meJmeP5IulTer38izAnAHYdqsSSJEmTUQYRDJriPG2uXSRJZ2Uhjlmzlx1VR1x712uSirs+fpUZVpqEd2WvE3jO304G3tz5t0w+WNf5n0FefZmmke5unLzyHLE/wAh7U22sUgy3LOeS7HJNWGHIFcNWs5n1WCwEcOr7sbHjzFDMFBPU9qsDkDI5NRov7wexqdh938awPRsMAwacRSkelHalcBp4phOKcTUbU0JkcxOKUt/op/KmSmovMxGVJ70CJYlBkJxwv8AOpCcszVFEcKPXr+Jp7EfdFMmWxma4mY7aTv8y/yNY9betEC0gHfef5ViV7+Cd6KPhc2SWLnby/JBkDtVYoJPlYZGasHrTEXk/WulnnDlO0AYx9KUtmgjikxTAM0007oKYaAEpO1FITUsBc8UwfwjuaQvjg0K2WLZ4AxSAsDAGffiuj+Ht4bPx3o8obGblYyfZvlP865jJK7enr7VueD0MnjDR0TqbyID/voUAfWlFFFZAFFFFAGXr2rxaHoV3qU2NsEZZVP8TdFH4nFfKeoXst7ezXE7FpZXLuT3JOTXqnxm8StLdw6Dbv8Au4QJZ8d3I+UfgOfxryE81rFWQBu7U4cCmgdsfhQx2rg/hTAglI8xT36UuarTPhwfQ1MCT1NICQH3p4NRipFFMB4pcULTulUBG3Wmcngd6ezDoKRPWpuBcsIw99AOCA24/hzWq53OT71S0uMqJbhugGxT7nr+n86tg5NcOJleVj6DKqfLScn1ZIopzcLSL0pk77VrmPXMnUGwCfTmpIHzg54NV7ttyketMsZS0K56jiqtocvPapY10bOOav6fZz6hdJbW6b5H6DsPc+1Q6Npd1rF4ltaoefvOR8qD1NewaH4dtNGtRHCu6Qj55WHzMf8AD2pJXJxGLjTVluN0LRItLtEhTk9XbHLHua3ANo6UAbRTGkFaJHiSk5O73B2qvJJtQ4HNPZ+56Vk6rrVnplvJPdShEQZ+vtTBasZfPF5Ek97MFt0GdpbauPUmvJb97SfVbmWwQJbSPlFAwPwH1p2ua9e+JbnMpaGxU/u7cHr7t6n+VN0+DfcISpKIQTis5ySR6+Cw8k7vqaUyYfr0460iipJWJYkhh+Api4z1/PivMZ9NFWRKBgVFHYS6rdLZwj5n6t2UetWYYJbmQRQIXc9h2+vpXbaDoqafEc4aZ+XfH6D2rWlTcn5HBj8dGhCy+Jl7S9NisbSK3hB2oMe5PrWttCDJpI1CLUcz54zXelZHyUpOTuyvdTfIxJ4HevL7+5N/qM1xnKltqf7o/wA5rr/FepfZdNMKNiWf5BjsO5/KuKhUYGK5cRP7J72T4fes/RBtNNA+bPpUzYAqBziNm9eBXKe+PhXdluefanuMEfWolLIqgfSnsSSM0FXJKQ9KAQODSsRjikIheomapHOKrO1NCYx2qB2x07mnsaijYSXBHBC8fjVIyk7uxPHux7+vpUo4ozxwKB1pDZna2f8Aj3T2Zv1rJIwK19cXEsDesZH61kMwFfQYTSjE+DzJt4qd+5GTTkB5Jxz2pvU0/mt7nCI3A6CkXmg5ANCYp3AUgUwipccdKjehgRGk+tKTionf0qQGSHj6UQtjkjOPyqKVssE/E1YRNqigB5JY+g9K7r4U6eb/AMfaecfLb7p29to4/UiuFA54r074MXUVt4z8k43XFtJGp9xhv6Gh7AfQtFFFZAFQXVxHaWk1xKcRxIzsfYDJqesnxLbfbPDeo23mmLzYGQOBnBIxQB8r6peS3t/PdTOzvK5kZmOTknNUwRjJ49629a8M6to7s89szwj/AJbRjcn59vxrALEHI4rZST2G01uTEgD+tVp5O1DyYHT8RVSR8ng0mxEczfK1W4juQH1Fd94W+G4ufBWseJtZhnjENpK9jA42iQhCRIe5GenrjNcHt2hQORgUkwHjrT89qjXrT80wHhsnpTpG2rUcfJps7ZcKKfQByDdgmpMEkBQSTwBQBtGO9aXh2w/tLxJp1mfuyzru+g5P6Ch6K4IuyRiGGOErtKKBjGOe9QAspyOR6V7rd6XYajEY7u1ilU/3l5H0PUVxer/DYHdLpFxj/pjOf5N/j+deW9Xc+ko4ynZRatY4RJlOBnB9DwarXU3UdKsalpd/pT+XfWksXPBZeD9D0NUobO61GURWkUkrk4AVc1NjrlWXLcy7mTGa6rwn4IvdWtYrqdvs1q3KkjLuPUD09zXS+GfhukTx3msbJpB8ywD7i/73r/KvR44FRQFAAAxirvpY8qriHzXiUdG0i10i0W2tYwqjqT1Y+pPetZTg0zhRUctykK5Y59qDkbu7lonI5rI1PWtO0td13eQQem9wK5jxb42exiNnZAfa5F47iMf3j/QV5e1u1zM093I88zHJeQ5Jp8yR00cJKpr0PRtW+JOlRhksBJeynp5Y2r+LH+lcLf317rV0Li/cbQcpCv3U/wAT71HHAiD5VFS7ahyuejRwcaer1ZGFA6V1OgaNe3en7reEEOxJZjgewrmyMCvY9ChFtodlGRt2wKSPcjJ/nUOCkrM0xGIlh0pQ3Zx83hfVY0L/AGdXA/uOCadpnhqe8bfcK0UP90/eb/Cu7O6Y4OQnp61MsQUDAqFQje5zTzau4cui8zNstLt7OMRwRKg9hWnHEsYpwAUUx5OK3SSPLlNyd2JI/pVWeQRxMxqYnPJrm/FepfY9NZEbEsnyr9T/AJNEnZXLpQdSSgupxut6idR1SSQHMUZ2R/QdT+JqKM4XNUM/MqCrTNtjA7mvMk+Z3Z9rRpqlBQj0HFi5IFI/zSJH2HJpYxgD1PNLCCxeQ9zgUjewPxtp5+8MU2TmVR6U88vSATPzGnZ4qPP7w5pScUwIZzgmqzmrM/TNUycjFBLZG7Y59Kr2ecMOnzH+dWHHGexpkMZDsQScnp6Vd9DFK8rl0dAKM4PFCA7femkEGpRpJEGrqZbJJAMmJufof/r4rnN298c8V1N1Cz6bddd3lkj8Oa5aAZXce9e1gJc1K3Y+MzqkoYjmXVf8AlA2jikz82KU8imL97rXaeOO6ikHBoHQ03o4oAlqF2walFQSn5hTYEbk1F35qWTpULcGpAh/5bFuKtx/dqnuAfHercTJjlhQA8HFaeha3caFrFtqVpt863bcgYZB4xg+2Kyzg9Kt6bYz397Hb20ZeV+noPc+1AH17pl219pdpdyR+W88KSMmfullBx+tXKgtI/Ks4I927ZGq7vXA61PWQCVieJJ9lpHAOsjZP0Fbdct4kkzfxp2WMfqaibtEumryRlBgq8jII54zXLa14U8PaoxdrU205/5aQDZk+46GumyDTHTdnArjTad0drSe55Dqvw9ngDNZX0cyjosilT+YyK6T4cfCZ767g1nXDE1jG7FLUZJlZSMFu23OeO+PSuquNPEmSV59q2dI8Ry6RaQ2cloJLeIbVMfDAfyP6V0QrPaTMKlL+VHQeLohJ4L1uNRjNhPgD/cNfJjjbgf7I/lX1Zf65pWoaHeQi6RGmt5E2SfKeVIxXzBd6VqMfzNYXKqABnymx/KumEo9zn5X2KAoJPrSrFKz7BFIWz0CnNX08PazI2E0q8P/AGxb/CqukFmVITUS/PcE9hXaaV8OdXulD3jR2UZ7P8z/AJD+prrtL+G2j2JDyiS6k6lpun/fI4/nUSrRRapSZ5OkbMNyoxHqASK6j4fW0r+MrOQRvsiWR2YqcD5SOv4167BYxwxiOFVRF6KFGKnCGNcbsj06VnKvdNWNVQtrcnEqouWOKikvHPESfiaaI9zbmOfQVMiLXGb3sUpbWW8QpOd0bdUxwaltNMt7RdsUSKB2UYq6MAUhcCnYm7GqgAoZwoqKSYAGqjylmNMaRNNc46VyviTxAmkWjOx3zPxHGD94/wCFWdf1y20Swe4nfnoqjqx9BXk8t7c61qL310xJPCJnhF9BS8zpw9F1JW6EjvLcTPPO2+aQ7mY0qjJ70AcZp6DioPchBJWRIq4FHfp+dLnjrTWOB15oLJrSL7VewwgZ8yRU/M4r2pYxwoGFXgCvGNMkEGpWkzfdSZGP5ivalYDNVE8nMb80fmPUYpS1M3UhOao8wVn4qHJc4HSg5Y0rMEQ0DI5XCqeeAOteY+Jb83urlQcxwjA+p/8ArV2ev6olhpssrHrwB615kzs26SQ/OxLMfc1zYiWlj28ow95uo+g+Ab5ycdKsN88oHYVHaqEhLnqeafHkKW9a42fRolOSre/AqYABVUdqjAwqj3p45Oc9KRZEObipgMtUMXMpNTjBNAiF+HpTyM0yU4OaVTlRTExJhlTxVBhWi4yp+lUGHWmiJEZ+6RVdcpO2VIDYKnpmrHetTQ1jupZLe5hDohBXcvBB9PxzW1KHO2jhxeI+rqM/P9CjG5I+8fzqZBuYKgLMewGTXc2nh3SGwTZqT7s2P51tQWNrax4t7eOP/dUCqWHfVnHPOoJe5F38zzbUtNvLTw7e3jr5ZWPAVhyckDp9DXFRoSFjCkkDoOTXueoafBqNu9lcqWhmG1wDjvVjTfD9hpSbbS3SL3CjJ/HrXoYdxpQsjwMZVqYqpzzZ4QYpDwIpCfQKTTTa3MODLbTICOC0ZGa+ixAUBbcAfYAVDKqsPmbI962eI8jnWH8z5+NrOkImeCVYicByhCk+marN98V7P4og0660tobqQBQQV+fGD614wxXzGCsGAJAPqK1p1edGVWlyWJO/Wq8/3qnBBqGcc1qzIjJytRSD5QaePu4pCMx/jUgasPhWa807T7uGQK12su3f0yj7cZ/KtO2+HWvSkYNoFP8AEZv/AK1dzp2l7fhB4ev9vzQ3kpzj+GR2H8wtbemyZjH0rnnOUXobQgpLU4uw+FZBD6hqII7pbp1/E/4V1tholhosJisbdY8/eY8s31Nbq9KqzjgmsJTlLdmyglselwjEEYPZR/KpKhtX8y1hf+8in9KmrqOMTFcd4hJ/tV/ZV/lXY1zXiW0bel0o+Uja3se1RUV4mlJ+8c+GqVWqqeDTlfFctjquW+COaYYl9KjEnvTxJ70DD7PHnlQajeEE8D5al80UhkFKw7jILSFCMIvHTjmrgTA4NVtwHQ4qZZARzxTQMk8teKUDA4qIyqD1yaYZR9PxqhFgnHeoy4OcH61CzqfWkiQgyHdnOOPSgb2LIIx1pd+KgGRRzUkkxlqJ56hZiDgUzbnljQNIUuXPHSqmoX8FhaSTzyBI0G5mNLc3ccEZJZVVRkknoK8q8V6/JrN2LeJitnGcgf8APQ+ppG1Om5uyM3XdYm1/UjcPkRA7YY/Qev1NPgTy4QoFVII9z5x04q+eDx0FJs9mhTUFoBwABUiDios5aplwBUnSh2BUZJZsU9yAMUka4GaQxx4XGa9X8PX7ahodpOxO/bsf6rx/SvJ39K9C8AzrJpM1uT80U27Hsw/xBq4nBmML01LszsFXIobgU4MFXFQyvgVdjxRpbuao3d0sYOWApt7qEdrExZgMDJJPSuA1nxENQingtZCQMB5B0IPYVEpKKudFChKrJRRV1/WP7X1ARxHNtAcA/wB5vWsxhu2r60RoEUAVNCm6TcR0rz5y5nc+uoUY0qahEmYbUWMU/bjatNUb5SfSpE5kJrNnSiXAUfhSDhSaHPahhiOgY2EcmpR3qOMYqQd6AK0p5pYvuGmS9adCfl5pkj2Pyn6VSf72Kuv92qkow2aYpbFc8Gux0eFX8KRzj78VwwJ9s/8A164+QZOa7bwjiXwxfRN2lJH/AHyD/SujD/GeRmivQv5o1rCchRWok27jNYtrGe1XoAwlAJrrZ840XZFxhh1FaKnegYdCM1T27oiaS3k/c7WJ+U4qkR1LUjrtIJrFuNKs7uYyyzXP/XNZyq/kKvzJ5inD7RVJ9PimGZLqZR6Rvtz+VOxpexl6j4d8Py2M63FnFt2k+YzHK++Sa8W2hWODkA4Br1fxho2jDw7dy7pUnjXdG7Tsct2GCcHNeUjgfWumgtGcuJeqHDPBpJeRSr90ZpGHy10HMVx1NKvIYUjcGlT7xHqKQH0P4cs/tvwItIgMsto0i/VZGb+lYelTnatdj8MFW6+FumQn7pjljP8A32w/rXFWcLRttHbiuWqbUX0OijmBwM06Rdy5rOjLrIoNa0Y3IfpXOdB2ehzedo1sc8quw/hxWjXNeE7jMdzak/cYOv0PX+VdNXXB3imcc1aTQUySNJY2jkUMjDBB70+iqJMSbw1ZyElGkjPscj9ayLvwzdQ5aBhMPQcN+VdjS1LimWpyR5pNBPbsVljdCOzDFQNIQDXp7IrDDKGHoRmq76bZSHL2kBPvGKh0y1W8jzF7vYCS4AHUk8Cse78X6ZZsVk1C3DDqA+f5V1Pxkjig+HskUUaIJLmJcKoHcn+lfNxtR6U1RuHtn2PVJ/ihpkH+r3zkf3EOPzNVz8X4No2aPMx/66gV5uLZVUDv3qWOJRgYrRUYi9tI9Hh+LenySqt3p1xbqf4gQ4H5c109p4t0O9jDwahbsD23gEfgea8SeFXJyBgVVFqhJyopSoroCrSW59DJqlnNkRTwsQMnDiorPXNMGqraNqNv58/yJH5oyW7AV4CtgmcjI+nFPS1SJw6LtZTkMOoPrS+r+Zft9LWPphsDioXkAFcH4c+I1vJaLba4zRXCDAuApKyD1bHQ/oabrnxEtIVKaUv2mX/no4IQf1NZexle1i/axtc7ctwWNc7q3i3S9PDq12ryD/lnF85/TgV5dqHiDVdVLG7vZGX/AJ5qdqD8BWeCNoraOHXUzdZ9DodS8T3mtXX2dB5Nq3BTqW+p/oKz7hMXDYHQ4qtpo3alEPrV5U3zsSOM7j9KwrpRkkj18tvKm2+/+Q6GPYo45A5pzYC/WlXkZ7mmty3BrmPXSsh0a96lzzzTFAApc0FIDy1SgYWmIOelPYjpQUN5J61qaHrEmi34uFG+Jhtljz95f8RWZ+FJIcCjqROKnFxlsew2OqW2pWouLWUSR9/VT6EdjVDW9Zh022MkzY/uqOrH2ryeG7uLWXzLaeSF+m6NiCaSe4mupDLcTPLJ/edsmrc9DzFgUp76Eusa5d6tK4lfbCDxGp4/H1punqPsbt/ekx+Q/wDr1msc5Pqa2LNcafECOpZv1/8ArVjWdoHo4WCVRJEmMVYjXZHnvjNMVMkDHHepH4TArhPYQRjbHmnxDApp4ULUi8CkWB604jK0g+lPPSkA1RTux5pFpT0piKc3U0kZ7U6XkmoweRTEWGPy1WmqxnKdaryUAyF+QDWvoXiG20lGsriTa13KqoNpOT0/qKyD/qz7Vl6moxby945Mj/P4V1YVXqJHkZp/u0mulvzPYLP5Zgp6dKuqmJj9aoWr7lR+5Ga0ozlga62fN7ls8R1mm8gtXbz5ETefl3tjJrRc/u68z+JtutxYWW4fdnb/ANBp01zSsZTfKrnZ32q2NvHunvIYV9WkArnLvxj4Yt1O69+1P6RszfoOK8p+wxjBK7j7804QKvAUCupYfuzJ4h9EX9Zvk1XV57yFZY7diPLidydoAxnGeCapDtUipgU3oa3UbKxg227scoyKRulOU/MRSOc1TQiq3cU0HDA09vvGo6kD6a+D0nmfDe0C9UlmX/x8n+tc1bfJOAw4Lc1pfAu6E3gu6t85aC9f8mVT/jVe+jWHWLyMDGydwPzrmqmtLcmdP3+QOnStKL5Y6zkO5lrQ6R1zs6EX/DEmNdlXs0J/Qiu0rhPDZ/4qJeesb13db0vhOet8QUUUVqZBRRRQAUUUUAeZ/G2Tb4OtY8/fvV/RWNeAKu5vpXuXx0lxoulQ/wB+4dvyXH9a8SC7IS2OTWsFoBAeWpyjvTTwM1InSrARuFNRAVJIeMVGo5pMCZegpaQEYpRyeaYAByTTWxTsUjdKAIhwDTx92mdAaM9KQF7Sh/pzN/djY/0/rWgi4iZu7HaP61S0kc3D+iAfr/8AWrRk+QrH/cHP1PJrz8S/fPosrjajfu2Rk7V+lNTkg0SNkgDnFKp4rnPUHE8UqimdTTl4oGTqODQRmkVuKMmgoXvUUrdRT91QSHrQJkXGaG+6fpRimv8AcNBkyA/drdjTbbQJ6Rj9eawyuQAOp4ro3UBtvoAPyrHEP3Ujowa99sI1wucdeKUjLfSnN8pC/wB0U3kKTXIeigHJzT+cUxAepxT+KRQoqQVGKdmkFx3Sms3FB6UxjTAhlNQ55qZ+ag7H2piJ1OUxUTmlRqSXpxQIhB6jFZ2pD/RT7NWhnDCql8u62lHoM10Yd2qRfmedj482HmvJnp9g4a0hYdCin9BWvbnODXM6Dcedo9m+esK/oMf0rorRsjFdst7Hyyely5I3yHtXA+Pkzo8bd1uB+oNd3M2Frh/HZH9hHP8Az3TH61dH+IjKr8LPOO1IRnFGadivSOIQ9KiYDdUvQVEw5pMBV+8aR+RSZwTQelAFdxzTTUjjpUbdKkD2z9n+7GzXLInnMUyj/vpT/IVp6s2Nf1L/AK+H/nXG/Au78jxvcW56XNk4/FWU/wCNdp4kTyfFF+hH3nDj8VBrCsa0viHWx3bTV9mwhxWdYHIxV9zhK5GdKLHhl8eI4wf4kcfpn+legV554bGfE0HsGz/3ya9Droo/Cc1b4gooorUyCiiigAooooA8d+OTF30SH081v/QRXjtwQAqjtXrvxrbOq6Uv923kb82H+FePSncxNbx+ERGevtUi9KjyMU8cLTAY/WkWhqcPrigBwoHekBoB69qACg9O9IDS8UAMI6mmA9qmPTiocc0mBuaEgMMzt90MM/gM09myzO3UnNGnDytEz3lkP5DimHpivNrO82fU4GPLQiIPvZp4NNA/CnCsTsQ4Yp1MBNOzQVckHSl4qLdRuzn+dA7jycVE1Lu+lNJoJbIz1pkv3B7mnnrTJT93imQ2LapvvIF65cV0SKDIWPQfMaxNLXdqEfHKgn9K3W+SFsdWOK5cQ9Ujrwa91siyTknqaY2SacOlNX1rnPQHA4ozzR9BRQAoanA03mkosA8tTC1LxjmmGgBrVDjk+4qVqYfpQJsjTg4p7cqRUfenrTJIDz+FRXK5jkHqpqRuDQ33fwq6btJM568eaDj3R0HhC68zQ0TPMLsn4dR/OuysXywOa818GXOy6ubYn5WUOB7jg/oa9FsTjFerWVpM+OpPmgacxyh46Vwvjt/+JNGO7XC/yau4lYYya888eykW1nF/eldvyGP60qK/eIzrfAzhz1oNIT7UhPNekcI6msMmlBo4oAiPBoJpXHIph4qWMY9RjmpWqKkB1/wtvfsHxI0dieJXaA/8DUgfrivXPHsRt/EMU/aWAH8QSP8ACvn/AEq8bT9Ysb1Dta3uI5QfTawNfSnxEthJp9lerzskKE+zDI/UVlVWhcHaRzWmvlhWpNytYmmHBFbLnK/hXEzsRa8Kjd4iVvSNjXoVcF4LTfrFw/ZIiPzIrva6aXwnLW+IKKKK0MgooooAKKKKAPDvjVPnxFZxj+C0H6s3+FeTtivSPjJLv8ZFP7ltGP5n+tebnrW8dkIZ3FPJ4poHPFKTwaYDDyafTRinUAFGOM96M0DpQAmMUvamk0vagAqLkZNSg80Qwma4SJersFpMcU27G8yeRaQQg8Kg/Xk/zqDH4VYumBmOOg4FV889q8qTu7n19KPLBR7Cgc07FNFSDpUGqExR+FKeaQigYn6U4cCm4pcYFArhxmgjpSfhSkHigQwqe1RSckH2qcjg4qB+oHemJl7RE3X5P92M1q3DchewFUNCGPtT45Cqv5n/AOtVyQ5Y1yV37x3YRe4RmlA44FGBxRWB2BmlBpKKACiiigAPSkNLTSDmgTENNbpTjTTyKBELdaAcUrimdqYDH60g60rHIpEHzAe9XHcxqbFPQp/s2t27ZwGfYfoeK9TsXycV4/E/l3KP/dcN+tet6e2Za9jErZnxFB7o1bglYs9q818dTbtQtI85CxM34lv/AK1en3KB7RgOoFeR+MJfM10r/wA84kU/Xk/1pYde+TXfumD1ODzSEUo60Hiu84xBSmmgjNKaAGP1FNNSPzio2zSAjJ61GeKlbvUR61ICH7px6V9W6nGdW+HEco+ZzZRXA+oUN/jXykP6V9a+GV+1fD7S426SabGp/GPFRMaPOdMfOO4rYmfEVYGkMRIVPUcfjW9eJi03DtXDJHejoPAseTezH1VB+prsu1cv4GTGjTSY+/Mf0Arqa6afwo46jvJhRRRVkBRRRQAUUUUAfOHxTuPP8c6hg5CbI/yUVwje1dT46l8/xfq0mcg3UmPwOP6VyretdC2EJ2+tOIwtN7049KAGDg0+ko7UABoHSjNGRQAHpQKTNFAC4q3pI/4mSn+6rN+lUwa09FQeZcSn+GPaPxP/ANas6rtBnRhI81aK8yzISTUeeeRT5DgnFMH1rzD6tDx1pRSDGPWlDe1IYtJxRnFFABQDkYpccetJjnNAwHSg+tJ0FBNAgqKRcnNSd+Ka1Amamjrtsbh/7zgfkP8A69SnOabp4xpg9DIx/lTj7VxVX77PSwytBCCl5xSZFBNZHQL9KMmikoAWikFOxQAlNNPphoExpNJSnrSYoERsPmxUZqVx834VGwpoCMmkj/1q/WhqIseav1qo/EY1PhMLGST716jolyJ7a2mB++g/lXl7Da7jphjXdeCHM1okZb/VyMPoOv8AWvfrq8LnwlB2qNHeTsTanFeOeJ33+JL72cL+QFezSqBCB+teN+KYjF4lvQf4nDj8QKyw3xMeI2MYdaWkyM9KCRiu05A9aWk5ozQAjdjTWFOIyKb7UARmoz1qUjrUTdagYg619ceB2D+BdCI6Gxi/9BFfI6/eANfWnw/GPh/oXOf9Cj/lUyA80iRrTWbmBhgpM6EfRjW/cEfZGX1qt4ltRb+OZ1QHbLtm/Ejn9QasSJ+4we9cU1ZnbB3ijtPCUXl+G7b/AGizf+PGtyszw8APD9kB/wA8h+daddMdjjluxaKKKYgooooAKZI4jjZznCjJxT6q38Mlxp9zBFII5JImRHP8JIIBoA+Vtcu1vNVu7kZAmmeQBuoyxP8AWscnJrX1fS76wkZbm3cKDjeBlT+NY3HY10Mm4o9ad2phyKX5vSgB360lJyOxpPm/umgBxpMU3cf7poBPZTQMdjFFJk/3T+dHzeg/OgAxWxo4xa3J9WUfzrH+b0H51o6ffJbW0kciN87ZDLz2rKum4NI68DOMK8ZTdl/wC0+cmmgVA19bn/loRk9waZ/aNt/z0P5GvOcJdj6NYih/OvvLtLjjoapf2nbD+KT8FNA1W07yuPqpo5JdgWJofzr7y907dKOe3Wqn9p2ZH/HwPyNNOp2Y6TE/RTS5Jdi/rFFfbX3ou9etB5FUhqlp2kb/AL4NSHU7QKP3v6Gjkl2F9Zofzr70WMe1NPrioDqVpx+9P/fJpDqVp/z2A+oNHJLsH1ii/tr70WPzFNYHFQ/2lZnrcp+dH261I4uYz/wKjll2H7Wk9pL7zobYbNMgHqC35mmE1Wt9ZtXgSGSRUZBtBJ+Vh2INSi9tD/y8w/8AfYriqwmpO6PRw+IoygrSRIBS0LNC3SaI/RhQ08KD5p41+rAVlys6uaG9w57CjHrUTX9kv3r2L/vsVGdW01et/H/33Vezl2Idekt5L7yzQKrLqumt0v4v++6kW+tG+7dwn/toKThJdAVam9pL7yVqbTTdQf8APxD/AN9imm7tu91D/wB9rS5WNzh3HGmsaT7Za5/4+4P++1pftNs3S4hP/AxRysOen3GnOaY3Spt8bDh4z9CKQ47AGnYd09mVHzTA2w7ieByamkU+lRheRTiZzWhj3A23Uo6/Ma7T4dwNLPctztVl/lXG3imTUJFiG7cwAx3New+FdLi0rSo4VHzH5nbH3m7mvdnJeySfU+EULV5NdGzWuEHl/hXj3jIAeJ7kf7Kf+givZLjke2K8r+IVsItRtblVOZYyre5U8foazw7tOwV1eJyGKMU3J/umly390/nXccYvtR+dIS3938zR83oPzoEBBpOaDn2/OkJPt+dADXHeon6VKT9Kib6ipYxg4avqn4YXK3Xw40ZgwJjhMR9trEY/ICvlmGCadwkMbSMTwEXJ/SvpP4P6ZfaZ4HAvpBiad5You8S8Ag/UgnHvUS2GHi6Db4vtpUX/AFlr8x9wxH9aqXOVjH0q9qV7Fq2rPcxcxRL5Ubf3hnJP51VuvuED0rjqPU7aekUmdf4VJPh62+rf+hGtusDwlOJdDWPoYXZD/P8ArW/W8dkck/iYUUUVRIUUUUAFFFFAHlN2i+bICvy7jwfrWVPo2mXBJl0+3c/3vLAP6Vt3S/vnI/vH+dU5IWJJwcV3I5GYp8M6KeDp0J/MfyNQv4Z8Pnrp4X6M3+Nb3lMuDkY75qN4iTk7Tkd6qyFd9znz4V0Mt8tuuP8AeP8AjUZ8L6X2tFx2O4/41uPGi5wi/XNV/JJwVD8DsaqyFzSMU+HdL/59EH51VufD9mmQlkpztYYz0zhq6BoWUZLng9DVO6uvszKZJCd2RgnrSlFWHGTvuU7Xw/ZBNstrCGBxytX08O6WxB+zW4x/s1JFKSx8vJye/ara+enJgJHqOadkK7IYvDeld7e2Pr8tcl4xsLawvo47eKNEMIbCDAzk13Mcz55iI7HiuN8csGu7fAO4xYIP1NY1V7ppSfvHDynnHYVFU0nLE1ETxXKdIA46Upam9qaRg5zQApwaYSRSFiO1JnNIB6vzUhPvx71BnHNJJID0zzQBI8uPlTk+tNVGY5YnFRCTb0FPDSP7CgCcIq9Kdhe+KjVT0JzS7BmmBafHlKD3FVmA7c1amGIkP+yBVXFA7sZjB6UhwfT8qeab+FTYLsaVHamkt7U4mkJFMLsjYA9hSoVBwRQSKYzYGaQXYrMCfakBT+6CfpTBg1MoQUWC7AZPIRR+FOAc+g/CnDHTNPA96LBdjQCKkDMOjEfQ03FFPlGpyWzJBNMOksg+jGnLPNIwWSV2HuxNRdKdHw4qeWN9ivbVLWuz1Cy0TTV0Wzu/sKC7MUbiQE/e45613FuVSFcHgCsCCBl8PW8bYVltkz9cCtC6lePTwsX+sIwM8496MUtVbsaYOXuyv3NcsHjNc14g0y2vo4/tUKyeWxxntkVr6bJvtwm8MV4Jz1qO9j81XjBwWFYUZKM02bV4NwaRxMvh3TlQslorbSCQPTvUNt4ftRMd9nHs3MPmHXB4x+BFbcpeONv3hAAJ44qC3vFnUMpJIOM+tey0r7HiqTtuJF4f0zbzbW/PqtWU8N6WCMwW3H+zU8fnuAwiLe2elTLLJnmBh+FDSFdjF8OaSOTaWue/yA1KNC0letlbH1xCP8KmWQvwUYEjmpdjHB3ECpaQ7srf2No6/wDLhbH0/crS/wBm6Yoymn2wx/0yX/CrSxgHliRQeFIVe1S7FalFYERzsjSNP9lQK620vzZ/D24aJsO8zQIfdiB/ImuXkVicHit5osfD1XVc+XfBz7fNj+tY1/gNaCvNIjs0EMCoPSpZ13LmqE96tnbeZIcDp9avRy+bAG9RmvNZ61jb8GTAG7g75Vx/I/0rrq4PwxN5GveX0EyMv5cj+Vd5XRT+E4qqtIKK+IP+E78Yf9DXrn/gxm/+Ko/4Tvxh/wBDXrn/AIMZv/iqszPt+iviD/hO/GH/AENeuf8Agxm/+Ko/4Tvxh/0Neuf+DGb/AOKoA+36K+IP+E78X/8AQ165/wCDGX/4qj/hO/F//Q165/4MZf8A4qgD6VlQlj65pjRAAk8d6+ZP+Er8R8/8VBqvPX/TJP8AGj/hKvEX/Qf1T/wMk/xrdVkZOmfS7RMUwFBFVJo8AnyyOPWvnP8A4SrxF/0HtU/8DJP8aQ+KPEB667qZ/wC3uT/GqVddiXSPfpFw3AU89zUMnmDJYhQPxrwQ+ItcPXWdQP1un/xpP+Eg1of8xjUP/Al/8ar6wuwvYvue5yO4HMg/KsDXonkWGeJ8zQuOoyCD1FeVHX9ZJydXvyf+vl/8ab/bmr4I/tW+wwKn/SH5B7daTxCa2BUWne57vpsRSxhJZZiVBLDgn61pxls8HBIzXzsuvawgwuq3yj2uHH9af/wkeuf9BnUf/Ap/8af1hW2D2LvufSqruPzID7ivPfiGgXVYCuQDbg/juNeXDxNr46a5qQ+l3J/jVe51jVLxg11qV5OwGAZZ2bA/E1nOqpKxpCnys3n61Ga537Vcf895f++zW9AS1tESSSUGSe/FYmg7ik4pe9NP1pgBximnFB+tNOKQCE1EWGecCn02RWTZ+6zvyQx7j2/WgByso9DUysKjTYR93BqQYzQA8Mop/BFRginBhTAtyf8AHrFn0qoSKtynNtHx/CKpEUAKSPWmt9aMU0gmkAhx600gUFTSbPWkA04poQyERr95jgfU1IcDpW74L09dV8a6LZuhaOW8j3gD+EHJ/QUAYEltJaXUtrdRGOaJ2jcejA4I/MU4Koro/H9obLx9r0JGP9OlccdnO8f+hVzdADxinACogDS4NAE2BSj8aiHHenAnPWmBJgUqnB9sGmCp7ZDJcRoBks4XH1NAHtssbjS7MFcNIIgT/wAByf5VJcqQEXA6dzTdd1rTtLeGOeVi0TjcqIW6DGMjoao/2j/asjSW+4RMMKDwTU1aiVRS3sdNCm5UXHa5c8NMHW6dEO0TON+Mbuf1qa9uPKDMCNxyFpdLR7DRxDIqq4J6H1NZt3LHLglnwP7tTh6ftal3sViansqaS3M65AlgeOR8qw2kDvWf4Yt5VaaOWZGER2KpGMjJwfrWmyG4mjiiB3OwUD3/AP14rd8T6Omj+IygVRDNbRFCB3UbD+OVB/GvTbSkkeQk+VkMeQOV2461eh3FecOM96x4mZckMcEetXrVsuPmPNWyUaaRJjkEVL9nU/xAAU2NRjr3qyACOABxWTZokVjbjP3h+NNeBVIy2fpVtlCr05qFyOTjioYzOnQBiQK1JLpbfwJHbHlri9KgewO4/wAqpSDnpVq/g3aRoagcFp5D9cgVjXfuHRh1eorljw/pVtrU08V0pZI4lKFTgqxPUflVS2VoZLiB1x5UrIM9SAcc1qaDqdjomm3t/dygbnCLGuC7bR2H4/pWPFcGeCa+csXuXaX5j03HIH4DArhduVdz0Y3c5diew86bWLcW4Jk8wEY7epr0yuc8J6atvYi8kX99PyCey9vz610dbQVkclaXNLQ+AaKKKsyCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK6G14tYf8AcH8q56rialNHGqBI8KABkH/GgDZyKYfpWX/as/8Acj/I/wCNH9qz/wByP8j/AI0wNE5JpMVnf2nN/cj/ACP+NJ/aU39yP9f8aANJRuOK9O8U+Cmtvhb4Y1yGP54Y2+1cfwzNuVvoCQPxrx8alKP4I/yP+NejXXxv8Q32gPo0+laIbOS3MBUQS5ChcDH7zqKAOMxyRjoaMHPFZn9pTZztTP4/40f2lN/cj/X/ABoA1MH1pQDWX/ac39yP8j/jS/2pN/cj/I/40AdBJkW0Qz0Wq2cVmNrVyyKhSLAGBwf8ajOqzn+CP8j/AI0Aa3WkrJGqTD+CP8j/AI0v9qz/ANyP8j/jQBqn2phyazP7Tm/uR/kf8aP7Tm/uR/kf8aANLbXqvwI0YXXi651F1ytjbnafR3OB/wCOhq8YOpzH+CP8j/jXY+EfirrfgvTriHTbHTJPtEod2uIpGbgYA4ccdfzNIDp/jjp32P4gvcBcLeW0cv4jKH/0EV5uPStXxh8RNW8a3lpdala2MUkMRRfs0bqCCSedzGuX+3y/3U/X/GgDVxj6UtZf9pTf3U/X/Gj+0pv7kf6/40wNTGTTwKyf7Tm/uR/kf8aP7Un/ALsf5H/GgDYxWn4fg8/X9Pj7Ncxg/TcK5X+1J/7sf5H/ABq/pviO70rVbe7hit5JIXV1EinaSPUAimtwZ75qWhNNPLKjLIJZS7ZGGGew7UsFp9jACQhSBjcTXlbfGHxC45s9M/CKT/4uo3+LmvN1s9M/79Sf/F1ToQbuVHFVIrlPU7h5GLZJrNkKg9c15pJ8T9blJ3WtgM+kb/8AxdRj4i6v/wA+1j/37b/4quiHJTVkjmq883eTueyeDrP7f4stVIO2E+aw7fLz/PbXW/EmzLWVleIPmjkMRPswyP1X9a+f9G+L2v8Ah64luLWy0uSSRdhM0UhwM54w49B+VX9U+O3ifWtNktLnT9HVGw26OGUMCDkYzIazlP8AeJlRj7ljt1Hbbz3q7bYDCvHl+JmsrjFtYcf7D/8AxdSL8UtcTpbaf/37f/4uuhz0MeR3PdISCuKnyA3t0rwxPi9r6gAWemf9+pP/AIunj4x+Id2fsemf9+pP/i6z5i+VnuDA4zURyMivFT8Y/EP/AD56X/36k/8Ai6YfjD4gJz9j0z/v1J/8XUuQ+U9kkbNdNdWlvceA4Y5ruOzcxbormTny2Jzkev0r5yPxd18/8uemD6RSf/F0upfFzxBrENrDPbafHHbR7I1jjkA+py55rCrL3TejH3z077FbvN9mgvJbqED95M8fl7j3xyTj610ujaTJqE0FvHE32KJh5rnpgfwj3rwiD4o61bqqrZ6cVXsY5Ofrh634f2hvFVvGIodK0FI1GFVbeUAf+Ra5Ywu7s7atWysj6gVQqhVAAAwAO1Or5f8A+GjvF/8A0DdD/wC/E3/x2j/ho7xf/wBA3Q/+/E3/AMdrc4j/2Q==", "path": "000828.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000829
Men Tshirts
{ "bytes": 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", "path": "000829.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000830
Men Tshirts
{ "bytes": 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", "path": "000830.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000831
Men Tshirts
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", "path": "000831.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000832
Men Tshirts
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", "path": "000832.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000833
Men Tshirts
{ "bytes": 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", "path": "000833.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000834
Men Tshirts
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", "path": "000834.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000835
Men Tshirts
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", "path": "000835.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000836
Men Tshirts
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", "path": "000836.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000837
Men Tshirts
{ "bytes": 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", "path": "000837.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000838
Men Tshirts
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", "path": "000838.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000839
Men Tshirts
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", "path": "000839.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000840
Men Tshirts
{ "bytes": 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", "path": "000840.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000841
Men Tshirts
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", "path": "000841.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000842
Men Tshirts
{ "bytes": 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aMmgBaZK+yJmB5xgZ9adk1BcNkbQenUUDN2JA8Fm/ZBmqmgD/AEa8PZ7h2q7Z/NpieoT+lVdBGLBz6yGpKRPPaxzKVZRzWNcaRJEd8B/4DXQsOabjtVoDnYLuazfDBk9R2rVg1OO44cc+uanlt45VwyDP0qi+lRbsruQ+qmgDTT/Wh0OR7VM/ysCOlZccF7bjKOsq+hODVG88VWWnXlvZ3ryQyzMFj/dFlYk4xnoO2fTNSB0WOM0gqu07R9Yj+YFVpdVh+45EbevNIC3NPHEMsev61QutPk1OPaQYY85y3Vvwq3Z/ZHG9JUlc/wATHmp7iXajbc5xxgU7gZ2j2q20s4U8L8u71q/PMqrjPPYetVLeCby9oO0NyW7mrsVukfOCzHqzUAQJA8vMgKx/3c8mrYUKoVQAB0ApelJSAaw4qhetiMjNaDfdrMvDkhfWqQGiowkHstVNSt8fvlHU4arfRI/90VJLGJYzGejDFT1BrQ5+ihgVcqeoODSZNUQLRSZNGTQAtFJk0ZNABRRRQAUUUUAFISAMkgAc5J4FLXF/FHxANB8D3flvtur0fZYQOvzD5j+C5+mRSbGeDePfEH/CTeML6/Rs26t5NuPSNeB+fJ/Gua7UvHakPSoLAGlpBS0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUALRSCloAKKKKACkNLSUAOR2jdXQ7WU5Ujsa+sfBniKPxP4Ws9TUYlZdk65ztkXhv8fxr5MHWvWPgj4hNprlzoU0mIb1TLCCekqjoPqv8AKmnYTPeaKKKsgKKKKACiiigAPSqc27jd6ZFW2GSM5wOTiq9yvzKV6dKCkjpLIYskH+zVbRRi0Yf7Z/nV23G20T/drzvVfG62Gl6lb2NjfXFxbKztJGpRFIP976VDdkawpym7RPRWHpUfSvB7L4t+Il1QwxQyXNv8wWOe3LPycR7tuDycKT0zXXWl98TbsWt0+n2lvE4lMtoZkEwO5sdR2yMfT3oUhSgl1PSiOemM+tUp7+KG5a3MczSrH5gCRkhh6A9M+1cL4PvvEPhfQJ38WafcLCmGE5uPNIAHO7LcZOMAV0UnjbTo0/e22pwB1GGazfp2NHOhxpSfwq50a5DdfxFcT8TtOF74dWWNXE0cny+WSCSRgZx7kGtRPHHhwbQ+phG6fvYmU/jxUfiq5stT8I3jW8qXKKof9y2T1HpzQpRfUJUpx1kmja8P3Bv/AA5ptzI3mSSWsZdj3baA36g1bks4JfvRg1z3w9lDeB9OQbv3QeLBGDkOw/liupzTRmZk2kWhBOwA+o6isDXdVbQtBuLmFz5m9IUZj90u4Xd9FBLH6V1c7YVj7VwPjO5htNN06SdnEDXjGQohbgRP2APGWWm9gOn8KXd9f6Y95d3kd0ksrLA0aBQUU7dw9QxBI9iK3s8Vl+HbdrXw5psDcOtsm764z/WtSkAhooJopgNf7prKuT/pCitWThayJjm8poDWbon0FT9VqBv+WfuBUw6VDGZepw7ZBIBw3BPvVCt64iFxC0ZHJHB9DWEQVJBGCOCKpMiQlFFFMQUUUUAJRSUUxXFopKKAuLXzn8YvEX9r+L20+J822mr5Ix0MhxvP8h+Fe6+J9bj8O+G7/VXIzbxExg/xOeFH5kV8lTzSXE8k0rFpJGLux7sTkmokWiOg9KKRulSUC0tIKWgAooooAKKKKACiijFABRRQeOtABRRRQAUUUUBcBS0lAoAWiiigApKWkoAUVd0nUJ9K1a11C2OJraVZU9yD0/Hp+NUacOlAH2JpuoQ6rplrqFs26C5iWVDnsR0/DpVqvLPglr4vfD9zosrfvrF98YJ6xOf6Nn8xXqVaIzegtFJRQK4tFJQF3sqZxuOM0DQqErG7n8Aar25L3CqcYZucVNdHbhQOKTTBm+j+ppXLOkOEtzjsprhde1aa1+H19daZcgXUUaSFFjWRipfBBQ+oJrtL75NNuSWCgQucnoPlPNcB8MNLuoNJ1zVntnjvNUumkhMv8UaoBG30JyakZy3h2Xx7ql5ratFIsv2fzIXuYTEsUiSApGOAMN3HIxWvpnhXxro93Bc/2hYMlo1xm7vpWkKrLsZ3AHXG0jBPbNYyHxpdQ2EltdasLe9c6XeNfTAuszSfO8YHAVQGAPoPpWrf6PfWvh34gtLKk9q0kkiBpWLIEw/llTxtYHOQc/MRSAzNfs9Obw/D4Z07xHDfXUt4L6SI5SOZAjN8rKDgfKT35GOOK7nwjqUN38N7UpqkkrLAbf7ZKxiLygdVL89xgn0rK07w9FqfirStQ1CyijWbRYJoDar5aRSITuUeg2yrx7CnaR8PbdvC2p+GXvblLWHVHZGdEk3IVQgFWBHf8xmgDV/4SdFv9L0vVNGuo57wrELgxRywSPtyQrhv1xUfi/wfo0+kz3UdmLeeJCwNsTGH9mA+8KcfCa2Wt+D0t55XsdJSeNYpAWyxT5XJ9uR+Nb3iJBLoN6nZoWH6U+VDU5LZnD/DnWX07RXgurUQaf8Ab5Y45k+7CxIO1x2HPB6dq9OzXnPwjjhbwxqlsIFEI1B8RFONrInGK9G6HAGB2HpTQNp7Iq3jqiYLKC3CgnGTjtXEeLXjZtDtWM3724kIMKsSG+ULnb0BJ57Y6129/CksWWVWZPmQkZKnHUeleb67dM3jHQUW2mm2Qb/3WPkJlC7jkjjAND2JPUkXaAvpxSnrSdM8c5pe1ACHikU96RjgURnNOwCyfcrGkObxvatmX7lYjf8AH5JQgNlvuRn2qcdKhc4gRqfE25M9COtIZIDzisbUovLuSw4D8/j3rYxhhVTU4fMt9/dOfw70LRiZjUUlFUZ3FopKKYXDNGaTNGaBC5ozSZqG6uorK0mup22wwo0kjeigZNAHjnxx8Rbns/DsEnCYubkA98YQH8Mn8q8arS1/V5tf1291Wc/Pcyl8f3V/hH4AAVm1m3c1SsIcgZo6ihulKKQxBwaWk70tABRRRQAUUUUAAr0bwd4W8Pa34Xu2uLsDUjkMWYL9mweCAeoPc15yOtdELbSreWA21091DJCplZkIMb5wwK9h0wayrJuNk7HRhknNJmnp3hHSItSkj1bxFp/2aM4H2eXLSe2ccCun8P8AwgsvErX9/b6s0GlQ3Jgh8sCVpAACW3cDHP6Vx01tA0byRugjXjpkmjQvFeo+FL4T6ddMiH/WQFvkcHr8vY+9Z05Nu9ztxWD9lDSx6zp/wJ8OG2M9ze6lMGYiMB1TIHf7p61yvj74T2+jaUdR0BriRIMmeCZwxC/3lOB07ivY/C3jHR/Fmhwy6bMqSRqEktWYeZGfQjqR7iuU+JLountbwTywXc/XYTtMQ+9vXuD09a0cuU81QueHWHg3V7+JZliSKJwGV5HwCPXiprrwVc2y5bUdP3D+EzbT+tRtHqNw0lrb3oggjI/dGbam45OFNSaOIdHvpv7ctG8uRMKZI94znrmocpb3+R0xhDZx+Zg3dhcWMmyePb6MDlT9CODVau0uoLOytm1BIxLp10xVrduMKT8pT0IrjpvL85/KJMe47c9ce9a058yMa1PkGiikpasxCkpaSgAoz2oooA6n4feIP+Eb8ZWN28hW2dvIuPTy245+hwfwr6mz26/jXxiMe/PpX1H8Ote/4SHwVY3Mj7riFfs8/OTuTjJ+owauLIkup1eaM0maM1RAZxUtqoa4PP3RjHuf/rAVFmvP/EPizXbHWb+Kwi8jS7VFWS9O0gzHlU5/vfc9t3tSZUdz0C6BDtkEHPQ1JpSZvAfQVzvg+ylsfCcUc6XKy+YxYXFwJyx4BZXBIKkgkYrqNKX5y56ZpFmxcqGtJlIBUxsCCMg8VT0fC2cSgABY1AA6YxVydsWsp/6Zt/KqWlcW6f7i/wAhSAsWtklnE0a4IaV5fu9CzZP8zVG80Ozu7LVbdg6rqiFbhgefubMgduBWs3IqLNFgMrR7CK20+wjxOXsYmtY3nGGZRtXJHfOxeauw26QXFxMpYmdlZgegIXbx+AFSk80lOwD81T1VPM06dScKUIJqyPeq+pEDT5SeMDrTA4b4UxJaHXraNdqC5iZUznGY8Hv7Zr0frXnnw2aM6h4mMYiUC+RcRgY4Q9cd69EH3RUgVNRuYbOyknn3+WuAdiFjyQBwPc15TrDSv42sFhMYkjtFKeY4XkXHOM9TjIx717BID5bAda8d1Qznx5axRyRIDZkMZFY4HnjOMd/rxyaHsB7Hjr9aTPApV6tx3pO1MCOQ4FJAeaZO2DTrbl2HvTAll+6aw/8Al7l+tbs33TWEpzdy/WktgNlubdM9xULX9rYW3mXdzDBGDgvLIEH5mpjzaxmsOXw3pmq67Bql/ZtLPZoFtzJJmPnkkJnGQT1NLoM3LO8hvrZJ4d/lsTtLoVJHrg84qy6B0ZSAQRgikxjFMubmO0tpbiZgsUSl3b0A61IHPuuyRkP8JIpuaUpII4ZZJvOaZfM3lNhIJJGR24Ipua1Rk1Zi5ozSZozQIbRSUUALXnnxj1xNM8GNYK5FxqLiIAHnYCGc/ToPxr0Kvmn4o+Iv7f8AGdyInza2X+jQ4PBwfmb8Wz+AFKTsioq7OK+tITgUtIelZmgDkUtIOlB6UAA60tIvSloAPpW9ouhzPqFjLqOmXr6dLJhjFGcsOvH+elYSsVYMpIIIII7V7ToniuHVPB/2q9vI7e7t/kaR2xiRRlWH16fmK5sTUnTheKudGHhGcvedivq+h+BpNV8i6lWzneJQqI5jVR2PIxnHrWFqPwvJ/e6RqMc8Z6CT/wCKHFafiexh8ZaTbajpkRlvowu9AhXcp6jJ9K09S0aSXRrWPS2bTri2AaJVbC5xyrY68964IVZwUfed9nc7nSjJu8dF1PPf+EG8Q2twjf2cs4VgcB1ZW+vPSpvE9hDZXEC2uny6fJPal5oN5ILbsEdenGa7DTPEUOt28um3czW2orlHET4LEfxIRx+FXfCHgGfxKZrjV5/ttnbXEkdtJMpO/puJ5yQCMAdM5rqpVKk5+/pb8TCpTpxj7nU5nwf8P7jxDpK38l4LC0G8u7At5qDvzwoA716Fpfw00I6VmexZnlYtibJIToOeoOO/qfau7tfD0FnaQWzyvPFAcxxbQkakf7K9ce9W5ea2lLsYc0muVni/iD4Sx2u678PXE0Ui8hHbp+PUD3rg7nUvEFjerFqTzzuECqzsXIQHAGfT2NfS86jGevtXF+KvCtlqVrLL5DecEbDxD94OO3r9KmNTuPlujxXTdRtB9p0+8iVYZ3zv7g9s1u6TaSrDPY3hE9uD+6YnOVNcpqemXlgyJcWk8LOpcCReSM4yR1BzWtbX39l6TGLjzA7cBM84/oKVWF17vU3w8lf39kY+o6hK9uNOJ3Q28reW3fHQCswVo31rAV8+0uFkRuSjHDKfpWdXTC1tDkq35tQxS0maWqMgpKWkoAKKKKAAdq9U+CevfY9eudFlfEV8m+Iekq/4rn8hXlY6Ve0vUJ9K1S11C2bE1tKsqH3B6fj0pp6gz6+oqppt/DqmmWt/btuhuYllT6EZ/wAfyq1WhiKSFBJ6Dmsa1Nxq0mpWN7o1vFYLCEV5SsjXJIJ3lR0A5xnmrGt3yado9xO0Ms/AjWKFwruzEKApPAPPWvPPE3jqG/sLjT49L1ALeW0CIrjyxDKsrIxMgOOwAOcEipbLgen6fDBbeHbC2trdLeJIV2xJ0TjoM1raaMIBXOeGBCPCmn/Zlu1gMIaNbxw8qqecM3fFdHp3+sFC2KNG6/48Z/8Arkw/SquncRKPRR/KrF8dthP/ANcz/hVexI3MoI3AAkZ5FIC+elREVKaiNADDSGg/ep3Y1QDCapauCdKuef8AlmTVmRsFecZOKytautTW1ngs9KjnjMZJnmuliQevGCaYHO/DuJIdQ8SBAoDX8ZO3jnyuc+9eiKMqK4HQhdmANoz6HHdlv+JmrtJIRKBhQApH8PrXb2K3iWqC9eCSfJ3NAhVPwBJNQwJn6GvGtQc3HxK08W8kbRTWW7eVDBkacdMkYzgc8/SvZj96uIi0vRZPG1rM135WoRxypFa5GJolbd0xkbWyeKOgHaqfmP40vc0xfvU9vemBRumwwqa2/wBaaqXrcrirdsMuD7U2BLPIh3oHBdQCVB5Gen8qwk/4+ZPrW7cKArEAAkcnHWsKI5uHPvSWwG5/y6L6CsyC+n/tsWEdoTEsXmyzswAAJIXaOp5B/KtKNg9mpByCBg159pfhhPDVzfeI/E3iSe5uRIJjOSUhiXOAAmSOcgfy70hlzW/ijZaXqslja2T36xITLPHKFjjbONuSOecD6nFdNo+rw+I9Dgv7OUqshG/AztII3JyBn06U61bSfEOiJtS3uLG7TcEKjDLn0+taVtbQ2lvHb28SxQxrtRFGAo9qkCrqkO603KOUIP4ViV1EiiWJoz0YYrl2G1ip6g4NXEzmgopKM1RImaM0lFMRz/jbXh4c8I3+oK2J9nlwe8jcD8sk/hXyuxJYkkkk8n1r6y8R6BZeJtGl0y9MixOysHjIDKwOQRmvGtd+C2tWW+XSLiLUYRyEb91Lj6Hg/nUSRcWjzGkPSrmoaXf6Tcm31CzntZhwUmQqfw9aqVBoIOlB6UtIelFwAdKWkFLQAYrqH0ZtF8NW+rzKHubmQCBGGVjXGckHgk1y9dlH44R9JisbzSorny0C/O3ytjgEisqrlpyq/c3o8mvM/QwH1bVryQIb26cngIrkfkBWlb2+srCyXWqtZQyD5lmnO4j/AHRzVO41u6ZCLWCGxifP/Hsm0t/wLrVzwRp/9qeLtPjulka1aQm4Ik2lkClmGT6j+dPlutrBzJPuXNH8L2er6tZ6dpOqyXOozyhV8qPaI1HLOT7AGvcNb8TaV8MdF07S3glvJSuLS2jI38cc+mc9eck9K888BvZaN8VHurSEpYObiHlWIgQnCdfXGBUfjm7uPDfxTvtVu1N0TbrNp5mwV2nAJGOmPm96Eu5Mm76HoPgj4jN4q1G60y+019PvIUEiRsxy6ZxnnHIyK7C4niijZ5JFRFGWZjgAfU14V4e8SXnirxsmrTwQ2WxGjH2VcKFI5znOecdaj+Kmv6jq+tJoVissltbxLJJHEpLOxH8WPQVHLzSsF7K56suv6bqGqww2WoW1wUSQusUobpgdB9atSygodhzu+XOenvXynbT3em3iTwvJb3MRyrD5WU19B+BtSuNe0G31O5VxKd0Z6bcg4LD3NRUp8uppCdzmfifp0ltFp99bOvmLI8BDcklhnP6V5m+n3NzOHuJN5J5IPI+leu/FdhH4SjkH+sW7Ty2IyRw2ee1eJxy3E0wAlfce+cYqoJ8t0WpQvaSuW7zSjDsaBjIjcHI5BpTp8EFuXuZCGxxtq2rNbW+GYsRySe9Z1zIl024S4b+63QU4ylJm9WnSprmtqykcZ4zjtmilZGTqB+dJW55r0YUlLSUCCiiloAKKQdau6dpWoavOINOsp7qU/wAMSFsfX0oA9s+Cuvm80S60WYkvYv5kRJzmNyePwI/WvUa80+FvgXU/C817f6p5cU1xEI44FfcVGcksRxngcCvSs1qtjKW5znjjRxrXh1YJC/kR3cEk0a8GRfMAK57dSc/7NUNP8JiGdLDUWa60/wCw3FosU4B2RCZDEox1AAJBPNdzbhHimDqGBwMEdcc1BcwBCrdTjrSsWtippFpb6VpEVhaQeRbwApHGDnAyT1PqST+NbektvesfPbNauij5yfegZq6hzp83+7/UVBZRqJnk2L5jAKz45IHQE1LqfGnSD1wP1FNtPvEUkBcNR45qQjimdM0gIG+8KeKa33hThVAVZz8y+xqK8BfS7hR3Rv5U+5OH9s1JDtZCCAQT3pgcf4I8OyaXdazqj3Ecq6nciVEQYKADGDXoC/dqiVVVVUUKvTAGBV1OVBqGAj8GuJ03w41x45h8Qm5UfZraWDyNvOWc5YGu3aq1vaxWqlYhjJJJPXrQBJ/GtLIAcEjODxSE/Ov1pZDgD60wMu8P7wCr9ryqn2rMvTmetWz/ANUpo6APuf8AVt9K5xraG7WSC4jEkT/eU8AjOcHHuK6K6/1TH2rDgGZR7mmtgNxP+PPJ9PoK5yB7DxSb21ubGSWzilMQNwhEVyMA7l/vLnjPqK89074tavd+PBpTw2yaYLtrMxhfn4YqH3euccV6fZvciZWmVGm6OkXCrz2z6CpA14beCBY1jiRBGnloFUDao7D0HHSuXudT8aPr0trZaBZJYLJtW7uLg/Mv97A5/CugMlhotg0jGC1tUO4sSFUEn+prO1TxNZ2lj59pNDcSkEqC+EwJFRyW6Dbu/SpGa1tbyxAyTzGWUjk9FX2A9P1rJ1OPy71zjAf5hTbjVpdXs7F9DnVUvJnTz5IzwihslfqQMH3zXP6Rf3uozXM10LnYqRpGJyoxtG0kAc/M3zZ+nSnF2ZMtjWzRmkzRWhkNyKMim5ozVCHZo4puaKBkF9p9lqdube+tIbmEjGyZAw/DPSuA1n4MeH78vJp0txp8p52p+8jz/unkfnXo2aM0nFPcFJo+d9a+EniXS90ltFFqMI72zfPj/cPP5Zrh7i2mtZmhuIpIZV4ZJFKkfgea+wM1n6roml65D5Wp2EF0vYyICw+jdRUuBSmfJWMUV1fxC0Gx8O+Lp9P07etsI45ArtuKFhkjPU1ylRbWxpfQK1NLsElSW9uuLO35b/bbsg+v8qzFG5gPU4rpvEEX2HR7Cyi4QZdyP4nx1rKcrNR7m9KndOXRGBd3b3lwZXwvZVUYCjsB7V6D8J9Eubm/vNdtoJbhtNCosMS7mYyKwzjvj/69ecKjO6ogLMxAAHcntXvGmfCTxd4f8PpdaRrIj1GVVMltAxjxk/d35AbGe4q9kZqV3c62ztZfENveixtW8lbO3tEmuAY1V0yZCM8kg9cd+9cjrS+GfF+pW/hzUNcR9UskKwavbxAI+PvxODwTnniue1+++JOkRDw5cy3J+3yeWiwfOzMeSoYcgnrU2uaTc+C/DEVhqqW51W/tfIjSIAi2jDgsuR1c9S34CpuUjorO60T4YiyuGsb28h1CEhdSdFQDkfLg8KD19TxWR4m8NP4zdfEXhnzLSWYFTvDQi4weit0JGPxrl7Lxv4lgisdCt2W+hhmUQw3EKzEycjC5HbPHpitvU/Euu6drkkjRyNf2w8qVLm4EsUR4JCIoCgjpntUN21LcGtGcRPaa9PNJpd3azyTKQCk0WXTnj5scf1zXtPgyy/sPQ4NEuVuFvIozI0ckDJkMc5XPUZOCa4WLx/rjapayynTbYLdC4ebySclVIGeemP1p0vi/WvEWr2ksU0V3c3MDF4YpWT7OeeHb+7wD1oackJNRZq+O9O1bxcVsdDhE8Vs5MmJlXzHxwoB64/rivH5LG4t7mSC4QwzRMUkRhhlYHBB96+hvCepeC7KO1gujHPNgOTIgwpPO4JjJ57jPNcf8U9P0PVoZ/E+lSeTcG58q7tiQRITlRKpHrgZH8jVRVo2BOLlqjzBTGkZVpQc9TVYpa84kb8qgcbWI/KmnmhRNZ4i+jitBWADfKcj1opKWtDkYUlLXqnhT4PHVbC01LVtQMNvcRiVbeBcvtIyMseBkegNAm7HliIzuFVSzMcAAZJ+grsdB+GPiXXCrmz+w2x5867ynHsv3j+Ve76H4R0Lw4g/s3ToY5AMGZhvkP/Ajz+WK281agQ6nY840L4NaFp5WXVJZdSmHO0/u4gf90cn8TXoNpZWthbrb2dtFbwqMCOFAgH4Cps0Zq0rENtjs0ZFNzQTgE+lMQWkpZrkYYBJQoyMZG0H8etTTyApU0SBodp+8nBqnONsmDUm3QiHf3rZ0UYb2rIHTGK29IXAJ96TGWtWbbp592UfrRafeb60zWD/osY9Zk/nUtqMM31pLYC2elR9qcxx9PWmnoaEB5t8QPEPjbQddsT4f0cX2mOg84pbmRi+7lcg/LxjBxXoVtK01tFK8Lws6BmjfqhI6H3qteX0FhatdzM3lqQCY1Lnk46DrzV1fWnYCheHBp1ocxAn1pl+flOKLQ/ucUwLJ5249aup90VS6svtV1PuCpYA9R5IzUjVEaQCHkrRMcR0MCHVsnAyNtR3YLQYDsuCOV7+30p3Ayrg7pRWzaf6oViv80ordtsLCCTQ9gG3fELfSuXm1CO1vbK0UB7i5lwqZ5EY5d/oox+JFb99fWi2kcrXMQjnYRxPuBDsegB/A1yxuF1DTn1jQVtLy82GC3ldvkIEnzjPoCCfqKEwOdfwbpifFqxltdNnjUW76jdS7z5Zk3HbgdjkZ6/hXoFtAtvcBRJK4bq0jlzn6mtK2jWO1YIuFO4n3J71RJxcJQgIPEEEb2trJNazXsUN2szQpHvJIDbeAOgfafbrXK6/4Ju9QtD9nXyEuXlW6tgd2BIQA69sgAbh3Cj0r0WE5UVLUsZz0OnNeWMOnXAks3tI4wTbfKpBUqVUkYxgduRnrVm50SwWATRWsYnhjZY5MZYKcEjPvgVsCkcBlIPQ0gOQzSZp0i7JXT0YimZraxgJmjNMpaZI7NGabSUAPzRmm0UAOzRTKKAPnn4vDHxBuT6wQn/x2uErvfjAP+K/m/wCvaH/0GuCrF7nQthQSpBHUciupOuafqFksN+jK4HJA7+oNcrRUTgpWNqVWVO9up0NhZ6Tc6zY20NzOWnuYo84wFBcAnNfZjeXZ2JwMRQxnHfAUfrwK+GrGaS3v7eeL/WRSK689wQf6V9l+G/ECeJPDr39s43OpI9iUBH6/ypKNhTfM72OB13xLH4eWPU5EF14lu0LQpISUtEbAHHdsYHHJJxXmHiK5ube+eXVrlrjXZBzE7Z+yg937BvRB04J5q/req3Wka5capNGzX0NrGln5q5CSnKbxnrt+cj3IrlY7c+UTKWkkkO6R2OSxPOSfWspzstTvwOEdad1sjqvAcCaRaat4pkQGWyUWthuGR9pk/iHrtXJ/GseWRg5csWfJJZjkt6k+ua2pH8nwT4atEyEmNzeSY/ik8zYM/QD9apwWcNzo+tTln+12ccVxEA2B5W/bLx3xuU5Pap3aRlWfvybJ9A8Kt4g1C2fynFuZNsiY6YH3lz1HavZodH8NaTpLef5EZAzsbAGfoAM/jWN4BudAvtFsmsLlrfXIrNIX3McblB+XaeMZyfxrhdY1i/8AEV0f7PYQzNkybFBwO7Ann8K6E1FanI05MkXTZbvx5a2/huVIbq5lDp1Cwqp3PJgewxjoc45PST4sWX2zV9T+xOLiYWgluFjUIRsYfMQOD/F15wO9Q/DS50zTNO1jWpL7d4jEv2VUkbe3lHByg6ksRjPbgV2upRG28LtoWm26XOt6vCZr64Vd4jBHLOR/CvAA9qLi1R8x5yKBUk8DW1xLbuQWico2DxkHFRimSFFFFMBT0P0r6u8NAL4V0hR0FnEP/HBXyh2P0NfV/h3jwzpQ9LSL/wBBFXAzqGrmjNNorQyHZozTKWgB2aackYHc/wBRSUtAy3GzRSndkDnPFJOm+fPy4xVGSNpFYLPPGW/iR8H9c1XNvqAJ26rMV7K0a8fiBU2NOdGoI85wF/Ktywh2AHA2nnNcYy6ojblu2bjnn/61OXU9YtgCLiYEdiAR/Kk0Umjr9ZQm0TbziZD+GaltOrfWuUi8VzyItpexLIXYKJU+Ug57r/hXVWBLQhj3pWshltqrxNORKJ1jA3ny9hJyvYn0NWGGajbgf0pICvgLwowAe3FTJ05qFjipRwuaoDOvzhM+9FqcIR60agf3Q9c0y2bOB+FMC+Dk1cT7tU1HPTmrij5RUsBH6VH6YNSP0qMdc0kAwgIVC8ck+tR3hxB+NEUbxQxRvK0rKMF2Ay35VHftiNfzqrAcL4X13WNW8Q+IItQsmisLO8W2s2ERBPzYJz/EOjE9s1peJrPxPrWuWGj2Mz2egTwFr67hI8zrygPVcjGMdifStWCORtR85p3ZTGIxFjheeue/YVr6j9tXSLk6YsRvvLb7OJThd+OM0nsBy2kz+HJfC+p6ToJM1tpolgeJG3OG2nOCe5OQD61Q+HenzaX4E0qznhaCVUZ2ib7y7nY4PvgirPhHwafBuiXonuEuNQv5/PuZETaucfdHsMn862oR8oppAblsP9EI9jWdIMzRntjvWlaj9wRWY0ke6Jzg8Z2jk/pSW4GtCPkFS8ZrGbWo4QURCSBxk5/lVCXV7yX/AJaeWvoopcrYnJI6ZpEQZdgo9TxVObVrOLgSFz6IM1zTyvI2ZHZz6sc02qUO5Dqdia5lE1zJIowGYkA1FmkoqyLjaKTNGaYhaKTNGaAFopM0ZoAWikzRmgD59+MB/wCK/l/69of/AEGuCru/i8c+Pp/+vaH/ANBrhKwe50R2CiiikMASpBHUdK7/AMM/Ea58O+HrvT4IJJGkfcuJNqDPYjr1J6VwFKCQcjOaTRSlbQ3Jb291aeW8vpppp3YMrE/LwegHYVumP5Vz6Vh6Xq0MNt5MwxICCshORgdq3o54b+EtbzDcOwPI+o9K4q/Nc+qylUYwaUtX0NzRbmDUNFTw7eOILiCZptMuT90lvvwv6AnGD2NZUN7NpmpefHGpki3xzQSjKyKwKujexH9KoTPcQ7WMYOx1cPGw4wcjrVW/nlu5JbiWcrJO5kkYHGSe5PT8BVQd9WeZmNKNOo+XZlW82287SWJuIYsnyt7/ALyMf3Sw6/4Yre064iszp11FuEUYBHPIz1/ma5G5vMoyebvHIBHUH+tauhTC402S2YktCeP90/4Gt5R5otM8uMkpJo2J9SPgz4iQ61b26yLG4nEZHDIwwcZ7+9dt4y8TSeH/AAe/kMkWp+IP9IPlNzDCcFVBHoCT/vPXLeMFt7zwXo96FU3O7ZLtlPykZBynTnHXrXn13d3FylvFNcSSxwRiOIO2Qi+g9s5opxaikxTacm0VySTkkn60goorUzCiiigAP3T9K+sNBz/wjumbuv2WLP8A3yK+Tz90/Svq7QG3eHNMPraRf+girpmdTZGlRSZozWpkLRSZozQAtFJmjNAC0UmaM0ALmjtikzRmgBn2WGSaIlFz5i/zrrtP/wBQB6Vy8I3XEQ9HB/LJrqNO/wCPcH3qJGsNi03Sqa2ix3k9yHkLTKqshbKjbnBA7dauNVO6ultmgVo5HM0oiGxchSQTk+g461BoriSc1Jn5Kjen5+SqEUL4ZUY9M1BakOHB9qnvDx+FVrM4kIpi6mrGcNVmGNI1IQYBYsfqarL1q4nSpkMH6GoR1qZuhqEdaEA1v9YPrVDVA7rtSQxtx8wUNkdxg8c9M9qvn/WD61xPxH8Xt4O0JtRjsmu5WlWNFIPlrnkl2HQenqaYHRWgBmHoDW5H92uC+HfitfGmlNqS2DWhjlMTIW3qSMHKtgZrvkxtqWwM7Uz+6wBnJFZ9uySIDGyuNxGVORkHB/lUHiXW7KzubTSpJWF3qDmGER4Jjyp+cjsB+pxRo+nx6VptrYxMzrCgXe3Vj1LH3JJNOLuW4csbv5HRRErbMe4UmuSLErgnj0/x9a61f+PST/dP8q5AHinDcwqMXtiikzRmtDMWikzRmgBaKTNGaAG5NGTTaKBDsmjJptFADuaKbRQA7JoyabRQB8+/Fz/kfrj/AK4Q/wDoFcNXcfFv/kfrj/r3h/8AQK4esHudMdgooopDCiiigAp8crxOHRyrDuKZRRZDjJp3RabULl3VnlLbegPIqCSWSUku5b8eKZRSSS6FTnKbvJ3ExWjo10LXUU3nEcg2MfTPQ1n0U2Qj1/To7e6+HmtWt60DRRy+Zbq0wQ+Ztzx3529uvSvJ7u3kt5gJAQxXO1uCPqO1TRatfwwiKO5ZVAwOBkfQ4zVNnZ2LMSzHqSck/jSSG2JRRRTELSUtJQAHofpX1V4dz/wjOlev2SL/ANBFfKp+6fpX1T4dP/FMaV/16Rf+girpmdTZGpk0ZNNorUxHZNGTTaKAHUc02igB2TRk02igB2TRk02igB4vLWwDXV5MsVvEpZ3btx6Dr9KlsvFst3aH+x9F1G8IPytMnkIfcFz0/CizVXuQGVWGxj8wzjGMGul08kwAk5571nNNvQ6aUoqOquTxNK9ujTRiOUqCyBs7T6Z70r9BmnMcA0x+QKlAQOfmP0o/gpJPv/WlH3aoEULs81VtjiQ1JdTf6WINkmSu8Nt+XrjGfX2qKD/WH3NMDaTqPpT0mk+1LF5D+WU3GXI2g5+7jrnvUcZyPwq3H92lIAfpUXepX6Gse+t9UubyNbW+itbQKfNIj3SsfRc8Ae+DU3sNK7NBsh8ngVlXyxziSKVEkjcYZHUMD9QetWLKyj062W3jeaRQSS80hkZiTk5JqtcH96frVoW2xJpdrDY2aQWNpDFCrALFGoRVGeSAB+OKdpOq2N7qGp2dvqn2q6tZsSwkAGDIHyDjkcdeetZuv3S2XhPUJTdNany9qyou5gTwAo7k9BWl4a022sdIt2hicSyRKzyTjMrk8/Oeueazk9bFqHuc/wAjEm8Kw2/ie51+5uGubiQ4hRlAEI9vU/41sQ/eWrGo84Ge9VoT+8HFVGKitAnOU7Xexrp/x6yf7p/lXH12SKfs8g6ZBrjDVQ3MKguTRk02irMh2TRk02igB2TRk02igBM0ZpKKYhc0ZpKKAFzRmkooAXNGaSigD5++LX/I/XH/AF7w/wDoFcPXb/Fg58e3XtDCP/Ha4iud7nVHZBRRRSGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUALSUtFACHoa+p/DbZ8LaSfWzi/9BFfLB6GvqXw0MeFdI/684v/AEEVpTMquyNXNGaSitTEXNGaSigBc0ZpKKAFzRmkooAXNGaSigC1ZHFzjH8Df0ro9OG22A9TXNWPNz/wBq6i0GIcehxWcjeGxYY01jxSt0pD0qSytL94GnfwUyb7oPvTgcqKoDMuD83WoYD+8p9yf3jfWooj8/FAjai+6KtxniqcR/dow9KuR9KTGD9Kh/iP0qaTpUP8X4UILkEh+YAVnT8yEgcA1oOpYjnA9685sdTvNa+JNxPay3B0i0iaBjyImccEehJJz9BQ5JOxrRouopS2sdlpkVzqU97FqdhCtnDOPswf5mcKchz268iukbhCR1xVHT5A0RGOKvN9w0miJSuYV4zefg+maID+9XvRe480cc0yPO5cdc1XQk6A/wCpb6Vw5PJrtx/qT/u/0rhqIbmdXoLmjNJRWhiLmjNJRQAuaM0lFACZozSZozQAuaM0maM0ALmjNJmjNAC5ozSZozQB8+/Fb/kf7v8A65Rf+gCuKrtPir/yP15/1yi/9BFcXXO9zqjsgooopDCiiigAooooAKKKKACiiigAooooAKBRRQAUvakpe1ACHofpX1L4cbPhjST/ANOcX/oIr5a7GvqPw3/yK+k/9ecX/oIrSnuzKrsjVzRmkzRmtTEXNGaTNGaAFzRmkzRmgBc0ZpM0ZoAXNGaTNGaYFzTT/pgz/cb+VdNbcRiuTtJNl5EfVsH9a6yDAjFZyNqb0JScignC0ZwKQ8rUGhXm+7gUKcrk9KbNkK23G7tnpSQHMa9vpTAzLr/XNUcR+cfSluN63Em9gctxgY49/U02IgSKO/SmSbVv/wAe6fSrsX3aoW7BbZCxAA6k8VO93b2kQa4mSJTnBdsZ4z/IE1LaKSb2MvxP4ig0GzQlGmupm2QQIPmdv8ORSeHYdWg0hV1q4We9LMzsOignIX8KsRjSNfW01OIQ3YhZjbzgZ2HocflWfoza+1zfy6wIY4jLi1jjAyEz1JHqPWoV+a/Q3aThy2s1vf8AQtaxA15pc9klxJb+ahQyx43Ln0rn/DmgR+HNK+wRztMTK0jylcFifbPHGK6C5k+cp6VAnMo4rRpXuZqrNQcOjNSwUqnt2q+xxGap2n3RxVuQ4jJpMgxL0/OKbbHLoDTbw5lpLY4kj+tUB0Ef+oIPYVwxPNdwpxET7H+VcNnNOG5lV6C5ozSZozVmQuaM0maM0ALmjNJmjNADc0ZoopiDNGaKKADNGaKKADNGaKKBnz58Uznx9e+0cX/oArja7D4oHPj+/wD92P8A9AFcfXM9zqjsFFFFIYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUtJ3oACOD9K+ovDZJ8LaSTjP2OLp/uivl49D9K+oPDX/IraR/15xf+gitae7MquyNTNGaKK1MAzRmiigAzRmiigAzRmiigAzRmiigB8f+viOf+Wi/zrr4DmIEVxy8SJj++D+orq7N91uh9hUSNqexbpc/LTM07+CosalS8mjgjaSWRI4wRlnIA5460y3JJK9ADjNLewQ3MDxXEKTRHqjrkHv0qO3bqSetMLmDr2s2GkXFuL24WI3MwijHUknvj096sySpbRyTykhIlLvgZIAGT9elct468Jv4h1WxvEuUjS1VvMQIS7LuDfJ7nGMH1rp7Y7py7Fys7bvLkH3AQPl/xHqTUrmuzWcaajGSevU4eC91n4ll7a2ZLDSIHy78kyHPyg88nHOOgrt9U0a30rwJdW8lxNdCCJ2Se5Id1J44PbritHTLGz0yD7PY20VvDvL7I1wNx6n61sPDFcW7QzRrJE4wyMMgj3FZqnZO+7N54u8oqCtGL2/zOe8DwC38IaeFQqXjMhB9WYmtmWQL9Kn2rEFRFCoowFHAAqhO2eO2a0hHlSRzVZ883J9SpMQXYjrUcZPmA1WvmvFQNYxW80u7lJ5Cgx7EA8/WksJruZC13aLbSAjCrKJMj14HFVciztc6O06Ae9WLl9sRxVayYHIPWpL1wkO5uBnrip6gYlwxaQ5PSiM7XX2psrAuTR97gVQkdFGwa2JH93+lcPXZWQP2fBPGDXGdzThuZ1egZozRRWhiGaM0UUAGaM0UUAJRRmjNABRRmjNABRRmjNABQelGaQnigZ88/E458fakPTyx/wCOiuSrqfiOd3xA1b2kUf8Ajgrlq5nudS2CiiikMKKKKACiiigAooooAKKKKACiiigBBS0lLQAtJ3paSgBT0NfT3hn/AJFXSP8Arzi/9BFfMB6Gvp/wyf8AildI/wCvOL/0EVrT3ZlV2Rq0UZozWpgFFGaM0AFFGaM0AFFGaM0AFFGaM0AJnbgjtzXTadJm0j/KuYkOI2Psa29KmDoyg8KamRtTNrNOJ4qIHpTz0qGjQgmOA3vVWJvkbHNWJeQaohjFuHY0DKN9Jtkyc9hwM9aYjEcjkr2Hfmi6dfMBLquSBy2M57UkS/MBx1pisbcD7sHg9DxV20hNvGwM8sxLl90hyRntx0A7CsGQX8tq0emyW8VxkDzJ1LKq9ztHU+xrX0+0ktomM13Ncyvgs8hGM+iqOFHsPzqHqy0tNy3IetZ0+MGr0nVj61m3J4NUSUpH5wKWFnL4UHJGPpUDud/FX7WEypvBIYcCgC1bRyRNjJK4xVm7YtBsPSnwqQg3dfeo744tyfShgYLMVbk554p9u+5+T3qJ23tmnW4xOM4o6AdLbD/RyP8AZP8AKuJruoB/o5x6f0rhc0Q6mVXoFFGaM1qYhRRmjNABRRmjNACUUUisrbtrA4ODg5wfQ+/tTC4tFQSXtvFewWbyYuJ8mOMAkkAEk8Dj7p69cH0NQR6vYyiUrMwWNSxdonVCB1KsVww6dCeo9RSuMvUVVi1K1ltpbje8cUQzIZoniKj3DgHHB5x/Wo21eyWzgu/McxXC7otsTszDudgG4AdyRxRdBZl6g9KpS6taQzLE32gltmHS1lZDvxt+cKV5JAznuKF1ayee5gEpDWwdpmeNlRQhAb5yApxkZwTj8KLoNTwD4i8fEDV/+uq/+giuYrqviA8d14uvL63ErW1x5ciSPEyBsoOm4A+lcw8bxhC6Mu4ZG4EZHqK5nudS2GUUUUhhRRRQAUUUUAFFFFABRRRQAUUUUANXrTqao5p1AC0lGaKACvp3wvz4T0c+tlF/6CK+YjnBr6g8OKF8MaSo6CziH/jorWnuzKrsjTooorYwuFFFFAXCiiigLhRRRQFwooooC4yckQPgZOMYq14dui85BC49cevrUB5GDToZHt8+S7R567TipauXGaR2iqcfc7+lKxUKckcduBXFmWRjlpHJ93NMPzHLcn35qeQr2q7HasI5FwsiZI4yRVFdktuSHQPjlWxkVy+B6D8qMD0H5U+QXtfI1bm2guPKMixybGD7WAO1gcgj3FJGoDqQ4wDzyKy9q/3R+VJsT+4v5Ucoe1XY6m3iCysRIpVuVO4flWihGMFx/wB9CuF8tP7i/kKdgegpco/arsdvIyKpO8cf7QrNneMPIrSDplTnOa5nAHYUYHoPyo5A9quxqsuNrcHHUFa2bSIKpJwQeRhccVye4/3j+dCsy/ddh9GNPkD2q7HcKMjofyqC8jMlsygHJGRXH+ZJ/wA9H/77NG9j/G//AH0aXIHtV2LzIyMQR0pYhiVWI49QKzjz1J/M00IoORkH2Jp8oe1XY7u1JFvk9wa4arCX95Gu1LqUL6buKr0RjYmc1KwUUUVZFwooooC4UUUUBc+RqKKK5DsCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9j0X4TaNqWg6dfS39+slzbRzMqlMAsoJAyvTmvHK+ofCn/In6J/14Qf8Aota0ppN6mdSTS0OP/wCFM6H/ANBHUfzj/wDiaP8AhTOh/wDQR1H84/8A4mvR6K15ImPtJHnH/CmdD/6COpfmn/xNJ/wpnQ/+glqP5p/8TXpFFHJEPaSPN/8AhTOif9BLUfzT/wCJo/4Uzon/AEEtR/NP/ia9Ioo5Ih7SR5x/wpnRR/zEtR/NP/ia9BsrZLGxt7SNmZII1jUt1IAxzU1FCilsS5N7i5ozSUVQhc0ZpKKAFzRmkooAXNGaSigBc0ZpKKAFzRmkooAXNGaSigBc0ZpKKAFzRmkooAXNGaSigBc0ZpKKAFzRmkooAXNGaSigBc0ZpKKAFzRmkooAXNGaSigBc0ZpKKAFzRmkooA//9k=", "path": "000842.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000843
Men Tshirts
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", "path": "000843.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000844
Men Tshirts
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", "path": "000844.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000845
Men Tshirts
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", "path": "000845.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000846
Men Tshirts
{ "bytes": 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", "path": "000846.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000847
Men Tshirts
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"path": "000847.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000848
Men Tshirts
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", "path": "000848.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000849
Men Tshirts
{ "bytes": 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", "path": "000849.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000850
Men Tshirts
{ "bytes": 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", "path": "000850.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000851
Men Tshirts
{ "bytes": 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", "path": "000851.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000852
Men Tshirts
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", "path": "000852.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000853
Men Tshirts
{ "bytes": 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", "path": "000853.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000854
Men Tshirts
{ "bytes": 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", "path": "000854.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000855
Men Tshirts
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", "path": "000855.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000856
Men Tshirts
{ "bytes": 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", "path": "000856.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000857
Men Tshirts
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", "path": "000857.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000858
Men Tshirts
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", "path": "000858.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000859
Men Tshirts
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", "path": "000859.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000860
Men Tshirts
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", "path": "000860.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000861
Men Tshirts
{ "bytes": 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", "path": "000861.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000862
Men Tshirts
{ "bytes": 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bUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+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/nVJ42udRiskhZz1Ma9yB3Pp3qbXDu1mZ0BCtIZNx64bnH6U62sL9FfWQJEKjfIR/DGxwPwrPqbszNURvtLRSSK3lHHyj5QfQewpslmkNmUljJncjbjqBS3ahdaZfvQmbOc54I4rrbXTJf9CmMQbDfZ2B6hgQ2fp0otcRy114ce0jsWZjm4YFv9kZwP5Guj0y1aB5zKfMt1idPmHBGOea6nxbpQS0heLDJFGquQOeDkHH+9n/AL69qp2mmvqttGI4zFa53tjlm9foOwz1NNqzGtUbPwwQxosag7Sm4+xyAPzzXscQGwGuP0DQk0yzS4RR9pbDOo6beyj6Cusjcsg9KpKyMajTehNnbn6VFvyuaV2+Q/SoozmI+1NIgkX5hVeWLgmrMQ+QUrLkkUXAySGSQOhwynINbsUgliVx0YZrNlgO0nHJqXTplBe1JPmKN+D6GiXcDRoooqACiiigApCcDNLSEZGKAISMk0xx81TbCPemNVARAclD36UvLDB+8KcQGAoKkgEfeFAEDEjI/KgzBkGfXFSkBxz1qleBoY2lUA7eSD7UwLqnj1p1QwSmWJH2ldyhirdRntSyuyQu0cZkcKSqAgbjjgZPTNIDnPHXjCDwX4dl1OSJLmVWVUt/NCM+TjPrgfSvENc+O+q6tps1tb2EdhPuVre4gmbKD+IMDw2RxXL/ABP1qy17xhNd2+kT6XdhfLvoJ2BJmUkE8e2PyriKVwPoTwd8av7X1dodetBHP5mbEWshWPLKFKPk8juCc4yfSvadNv01Owju0hmh35DRTLtdGBIKkeoINfDdtcPa3CTx43RsGAIyD7H2r7S8G63a+IPCWm6haMWikhVWVm3MjqMMrH1BFCA6Bev4U40xetOoYCGs3WNWstB0q41LUJhDa26F5HP8gO5PQCsrxb4ttfDK2S3Svtu5GV5F4EMSqS8hPtwAO5Ir5j8ceO5vE7jT7PzLTQ4HLW9sZC7Of78jEksx9zxQBT8c+NL7xv4gkv7hmS3TKWsGeIk/xPUmuToopAFdn4L+HWteN7vFlF5FjGf317KD5aew/vN7D8cV0Pwy+E9x4rlj1XVY3t9GU5UZ2vckdl9F9W/KvpyxsbXTbGKysreO3toV2xxRrtVR7CnYDifD/wALPD2iaNHYGI3LMQ13K3BuSP4Wx/Bnnb0PGc12rqAgVQAAMADtTyeTUKyiQyKFcFG2/MuM+49RVIBqvseogdl2y5wGxTpT+pqC4bEgbuKYGnAOKzbyVTqZdj8kEeT9aviYR2xlJ427q5u5lLhhnljuc/yFCAjt1a81FM9XkBP5129ctpUIS9tw33nJb8AK6mpkAUUUVIFe75jCjuarKhq3MAxX2qMADFWnoA1AQQalzUUsyxKSacDkA+tIB+TS5poNKKAFpaKKACio5ZI4YmllkWONBuZ2IAUepJ6VkjxRpDzmJL2NmHJbBCgeu44GPoTSuBtUVzlz4+8JWm4T+ItNQr1HngkfgKyLj4xeBLf/AJj0cntFE7f0oA7VyXlCjovJ+vasbxHDvt4VkDNahy0yqM5wPlz/ALO7BNcg3xz8Do5xfXb55+W0aoLn46eC5LeUJPel9h2g2hxnHHencaPOn0pNc8YXsMJzDJM5JT+4PSvQ/DOlR6j4VjgdAZQvlvkdRjaR9OK8+8F+L/Dun38t1fXwhklyPnibA59h9a9S0nxV4V8lo9G1rT5biUkIhl2fO3chscDrRHuayl0R5DqnhG90wvO1pLLp5eSPzI1yQFYgN+GKr6drV5p7KC63MajCAn06H68V9Lw6bClrbwgB44owgJ/iGOvvnrWXc+BdCuZWkawhVm6lUAzSt2Eqi6nJaL4ms9bktEEWLickOmz7mBknnt71c0bQUjmaa2Zo/wB6xcA5UqD8gx+tbtp4U0rR7lp7GICdl27Bzn6DtWnp+nNZWyxNySxd+c8mq33BySWhNaI6jDqP+A1dXC/Q0KoC0jgdaDIbMwKGo4/ukeozTJHzxSRthR7cU7AW4/u09RTIxhRmpCyopZmAUDJJPAqQEk2qhZiFUDJJPAFcXaa/HJ4sEyN/ozfuAfUdj+dR+KPEJu0azs2xAeHf/np7fSuWjJQg56Vzzq62R2U6Huty6ntApazNFvxqOmQ3GfnI2v8A7w61pVscjVnYWiiigQUUUUAV7iQQW0sp6Ihb8hXC6bc3Vr80FzIoJyUJ3KSfY/0rrNfl8nRLo5wWXZ+Zx/WuQtfuiuetJpqx14eCcW2dNa65G2Fuo/Lb++vK/wCIrXjdJFDxsrKe6nNcaemRUsE8lv8ANE7If9k0Qrv7QTw63ida3rVW5b90R68Vkrr1xGo8xElH/fJ/w/SsrXfFUcel3KrbSiZ0KJhgQGbgHP41vGpF9TB0prodFpN291p8c8ibWYt06EAkA/iAD+NaQORWfpkivptrhdpESgj0OKvA1ozM+bPjb4W1238ST6/OoutMmwsU0UYHkDsj45z6Mevr2rx6vujUraS7szboIWjdlE0c0e9ZIs/OmMjBIyATwK+T/Hfg2bQtXvriwtLr+x/OIVpIWQ25PPluCOMdj0YYIJqWBw9el/Cf4gv4M1v7HeyE6NesBMOvkv0Eg/kfUfQV5/8AY7n7Ab7yH+yiXyTLj5d+M7c+uBmqlID70EweDzYcSgpuTaww/GRg+/rSwO7QI00YjkKgum7dtOORnvj1r5y+G3xmXw5p0eia/FNNZxcW9zGdzwr/AHWB6qO2OR0wa9X1j4h2c2kWg8Kyxarqup5SyhQ8Lj70kv8AcVepzj+dMDlfjdPqOrCz8N6dJEsIje9viWxsiTozn+FBz7k4wDXz1fraQ3LR2UrXESADzWj2bjjkgdQM9M8/TpXceN/FirBdaFp9/wDb5Z5BJq+qHrezDoiekSdAOhxn6+b0gCvZPhP8Jjr5i17X4iulg7re2bg3JHc/7H8/pXMfCjwbF4z8Ypb3ak6faJ9ouR/fAIATPuT+QNfW0caQxpFEipGgCqqjAUDgAD0poBI40iRY40VI0UKqqMAAdABUvam44pw6UwK7HDGo2fnFPc/MagbmmA2RwTg1UnbcFb0pZmKyYJqrJOBjPTFUBPqF4Ps8MCHkjJFVIIw3zyHCLyaqiRppcLyT1PpU0jM6iGP7g+8fWgC1plx52uxOeAchR+FdZXDafIY9TgdegcD+ldzUS3AKKKKkCOQZxVaV9gJ60mpXYsdOmuSm/wAsZ25xnmsaXW7O4hDJOi5/hc4IqotXsPlbVySaYyyYzxWnA+5F+lYEUyyfOjK49Qc1qWEuVKk9KtrQRpilFNU8U6oAdWBrWuS6Sjyzta20IO2LzH3yzn0VBj+eeOlbrBipCkA44JGcVlaZoy208l7dEXF/IxJnYZKr0AX0GPSkB4F8Q/ip4uF3NpHkRabaSJwrW+ZZkPc7xkA4/uqa8nutSvb3H2q7nmAOQJJCQPoO1el/FLW/CF7q2vQQ6Ddw+IVu/Ja6aX92Qhwz7c9Tjpj3zXl00zTMGZUXAAGxQo4+lICvRWv4e0t9a1+z09InlM8oUonUjvz2+tfSenfBjwrcaEba+0hra7MrbpYrlmfCsQpBJOAy4JHvQB8q8mjFfYOl/B/wPpanZokd0x6tdsZf0PA/Ki9+FfhO+ikRtHtYtzhgYoEQqB/CCBnB9+aAPlSx0HUtURpNPtHudoJZISGcY/2Rz+lUJIpIJWilRo5FOGVxgg+4NfWXirSdB0Dwbc2Vpo1qLy6U2tjbwRBZHuHGF2kcgj7xIPAGa+cPHF9dXfieWK9nt7i4so0s5LiEf65oxgsx/ibOcnvim0Avhjx/4k8JXCtpmoyeQDlrWYl4X+qnp9Rg+9fUngTxxaeOtA+3QR+VcxN5d1bk58t8Z4PdT2P19K+MK+hf2b7C5j0/XtQcMLaaSKGP0ZlDFvyDL+dID3PaB0AzSEZp5ppNUAhqvK+BUjsAKozy/WmkBFJKQGx6UW8heQhvY1WmVpkdASoZSMg85q3cWv8AZ9mLl5GYIo8w4/XiqbsBeaeOGBpZXCxqMsx7Vxes63PqRMcW6O2HRe7e5/wpNR1k6i4iTK2yHgf3z6mqx2lc4rhrVrvlid9Chb3pbmZIp25PWqknymtOVcgjFUZE4xXOmdVjp/A+peXcyWUjfLKNyf7w6/pXe14zbXL2F7FPGcNGwYfhXr1ndR3tnFcxHKSqGFdlKV1Y8/Ew5ZX7lqiiitTmCiiigDnPF8mzR1Tn55lB/U/0rnICAoFdB4xz9gtsdPPGf++TXNRHpXHX+M9DDL92aIOQKcOme9RRnKinn7vWs0W0QTkAcVj3Fuby9tIR/FcLn6DJ/oK1Zm4NM0mLzPEFkMcZkb8lH+Na0leSJnpBnZQQiKNVHHAqyKCuGxSgV2nnCgnpmq5WO+tZIrm2JjfcjRTqCGHTkZIwasAUtAHl/i74f6bpdnLf6RoEV3pzRbNQ0mIYMiD7s0J/hlXnp94cV4R4v8Ht4f8Aseo2byXGi6lEJrK5ZQDgjPlvjgOO4/8Ar4+yK8t+JXhaSz8O6peWPltpUymW+0+QgIj/APPxCT9yQHkjo3Pc0gPlqtHT9W1DShcfYLuW3+0wmCby2wXjPVT7cU+/0mfTYLOeV4XivIvOhaOVWO3JHzAHKnI6GsukAVMkbSOqIpZmOAoGST6VDXtXwG8I6bq2p3GuXk0U02nuFgtM5KsRkSsPTsPfPoKAPTvhN4Ifwf4T/wBMjCanfETXIPVBj5U/AE59ya7zvUlMI5zVAFKKBRQBVmOCarCQbsZ61PdfLWXJLsYN3HNUgEvpdsx9hisqaZSSCeB1pt7fIsyo0i+dKTsQsAT9KfaxB3UuF45xTAmto2ZeBtz+lS3C+VFtUY7VoRphRgcD0rnPEOt22l5RiJLg8iIHn8fQUm0ldjSbdkaunWzz3caxDG1gxPoBXY1yvga/fUdDNxKFEhndW29OMY/nXU9qhyuDVnYWiiikIwvFMnl6HN/tlV/WvO5B5ibTzXc+NJdmmRJ/fl/kK4dRlc1zVn7x3YZe4Z6xzW0xkt5Xib/YbFb+j+Jbi3u4o71g8THa0hGGH+NZkyDBqiJHjuI3j++rAr9QeKmFSSejNJ04yWp7JDOkg+U1MKgt8tAhdQr4G4DoD3qyBXczzQH1qhrkUtzol/awXX2a5ntpY4ZlbDI5Q4I+nWtDjFYXiDR5dbsVFjfrazFJEWcRLJlHQqQD1HY5B/hqQPiu4uJ7u4ea5mkmmc5eSRizMfcnk1WrqtW8Ea1oo1b+0YBCdNMYlAO7PmEhCMdjtJyfb1rlaQHtH7OemLc+KtU1Jhn7JaCNfZpG6/khH419I4rwb9nC4twfENuZFFy3kuEzyUG4ZHsCf1Fe6XN1b2dtJc3U8cEEY3PJIwVVHqSelMCUZrF1rxHa6RGI3zNeupaK1jIDMB1ZieEQd3bAH14rzvxV8abKKCaPw9KjIpKtfyYxn0iQ8ufcjFeG+IPFmp6w8sbTzpazkO4cndcEfxSN1f2HQdgKLgdv42+Jzfa5xpd0l1qjxtA1/FnybSM/ejts8kn+KU8t2wMV5CSWJJOSe9Nr0Lwh8L77xF9nub7UbHTNPkOd806+ay/7Mec8++KQGH4O8Jal4z1yLTdOj44aedh8kKd2b+g7mvr/AMPaDZeGdBtNIsE2W9sm0E9XPUsfcnJqj4Q8O6H4Z0hNP0RYjH96SRXDvK395iOp/Qdq6InHtTQBn1prMewpSajkJA4NMCGaV1H3aoSzMx6VbaN5Or4FVZ5EQeXH+LVaAjhUyXMa+rAV0DKGUqwBBGCD3rI0uPfdFz0Rf1NbVRLcDzfxDpB0m+EkIP2aU5T/AGT3FVIW3rXoeqafHqVhLbPjLDKn+63Y15sqva3EkEq7XjYqwNcVaFndHoYerzKz3JpBj3qo6jBPerbsGFVZSVY1znWjOuF44613XgLU/Ps5bCRvniO9P909f1/nXDzsewqxoOonTNYt7jOEDbXH+yeDW1GVpGGIhzQPZKKapDKCDkHkGnV2nlhRRRQBzXjP/kGW/wD13H/oLVy0LZ5rqPGn/IJg/wCu4/8AQWrlrYZUCuOv8Z6GF+A0YuVqRulNiHy09xwazRpIpSj5c1c8PR7tchbH3IpD+eBVSX0rS8MLnVZ2/uW6j8SxraiveMqz9xnUt98UUPxg0tdhwBRRRjNAAOOTXiHxE+INtK8d0FW40q1mIsLZvuahcocGV/WGM9B/G3sOOv8AiB4jiCXGiJeNa2cEQm1q8jPzQwH7sKH/AJ6ydAOwya+ZvE+uv4g1l7oQrb2saiG0tUPy28K8Ig+g6nuST3pAUNQvp9U1G4vrplae4kaWQqoUFicngcCqNFdV4Q8G6r4rnnaxs5ZrazAkufLIDMueUTPBcjOAfSkBytdF4U8Vah4S1231XT5BvT5ZImPyyoeqt7H9DzS+J/D50O8RreT7Rps+42twV2kgHlHH8MinhlPQ+xFc5QB9u+FfE+neLNDg1TTZMxuMSRk/NE/dW9x+vWto18c+BPHGoeBNcW7t8zWcoC3VqWwJF9R6MOx/oa+tNC1/TfE2kQappVwJraYcHoVPdWHYj0pgaNFL1pKYFK+Hy5rm9SvUtraad8lY1LkDuAM10WqZFo5B5HNcPqp+1Wd1GOnlMB7nBprYaVzzi41G41W6N5cH94x4A6IOwFdFpOq6lGAFvJcdsnd/OuWtV/fbPeuosIsKK45SaejO+MU1ZmxPquoyQkNeTdP4W2/yrlLj/WEnknqT3ro5VxGee1c9crg5rPmbepo4pbI9R+GJP/COz8/8vLfyFdtXF/DeLb4YLEYL3DnPqMAV2ldcdkedU+JhRRRVEHI+Oji0tP8Arof5VxsZ4xXU+P5SBZRD/ab+QrkY3G3muSt8R6GH/hjbhsDrWcGPnAjqDmrly3ymqdupkuVQcknAqY7mstj2eyk861ik4+dA3HuKtiqNnAbOCK2Y5MaKufXirqmvQZ5Q8UAAdKQGlzUgeJfEuaCw1vxlDdTCKLUdAgkjDnh5UlICj3r5xr6t+JehWeq6tELyNXSfRr2JD3WSPbKhHuMH8zXylSA2PDuu3XhvX7LV7RmSW3lDkK2N65+ZT7EZFdF4p+JWseKtRlmvlhe0Un7PZvkxQ+h25AdvdgfoK4Wuk0bwZrviK8S10rT2uXZQzMjDZED03t0X6E5oApTeINVmk3tfSq2ACY8JkDpnbjNZsssk0heV2dz1ZjkmvftA/Z0thAsniHWZmmIyYbFQFX23sDn8hUWp/s7efrbjTNXjtdLCLtM4M0xb+LIAUAenNAHgNLk+te/Xf7OKeXbiy8QkSAHz2ntuCexUA8fQk/Wrlp+znpUNsxvdbv7qYKSFtkSEE+nzbqLAfPKzSIcrI6n2Yit/S/HHijRmBsNf1CJR0Tzyyf8AfLZB/KvWdQ+AmmWcn2yfXpbTSYA8l00u13WNehDBQMkeo47bq898YaTpOk6Jo8MYjTWG815Y0k3Otux3QiYdBJg847daAO18LftA6jbyx2/iazju4CQDc2yhJF9yv3W/DFe46brVjrumQ6jptylxbTDKSL/IjsR3FfD1e6/s839wW1ywZmNqqxzqvZXJKk/iAPyqovUD3GWQhSB371RbrirDndkmqxqwNXSUxFI/qcf5/OtOqmnpss4/U/Mfxq3Wb3ASuL8ZaZsdNThXrhJcfof6flXaVWu7aO8tJbeUZSRSpqJR5lYunNwkmeXxvuWo5uelLcwSWN9LaS/ejYr9femk7q4JKzsz14u6uihMTnNVCcE1duV9Kzz940osqS0PWvCOp/2loUW5sywfun/Dofyroa8t8C6mbLW/sznEV0Nn0Yfd/qPxr1Ku+nLmjc8itDkm0LRRRVmRzHjY40qH/ruP/QWrmbIEgV0njZs6fbJ6zZ/JT/jWFYx4jFclf4j0MN/DLQ+UYNDvkdaWQYWqckuDyayRq1cc/vW54YtzGbiY5zKEIz/dwcVz1vG+oXkVpCfmkOCR2Hc/lXcWkC291OiDCKERR7Ba6qC6nLiJWXKWZB8tC9BQ/IpqHiug5B3esLxb4kXw5pDTII3vZiY7WORtql8ElmPZFALMewHuK23dYkaR2CIoLMzHAAHUmvnvxz4l/tSO58UXx/4lrk2mhWDD/j52nLTP/wBM9wBx/EQoPApAcH408Rz38w02KSQ2aSfaJJZRte9ncZM7jtkY2qfurgetcXVieaS5mknmdnlkYs7sclieSTS21vLd3EVvBG0k0rBERRksxOABSA3fBvhK/wDGWuw6ZYjaMb5p2GVhQdWP8gO5r6y8LeF7DwhoFvpWnglI/mkkYDdK56s3+eBWX8OPBEHgjwxHaFVbULjEl5KO79lB9F6fme9df3poDg/HngGLxFZXNxp8aC8kw80BIVbhlHysD0WUdm7j5W46fPN94UnfTry9sIX+06e5TU9PZCstvjpKF6mM9/7p9sGvsYVy3ijwbFrF3Fq+nXB07XbYfuL1FzuH9yVf40PTFFgPjGus8GeN9X8FagbnTpd8EhHn2shPlyj39D6Ec16t41+Ck2o2S6xo8Ntb6oUD3enQcQyP/EYSfu/7p4+leW614HuLDTW1WwMl3YxEJdq0ZSeyk7pNH1X2boaQH1N4P8Y6Z4z0ZNR05yCPlngc/PC/91v6HvXQd6+OfAXiLUvDniWO60q6ijlcbWguH2x3Iz/q2PQE9ieh719VeG/FGn+J7JprQtFcQnbc2cw2zW7/AN11/kehpgXtRG61kHqDXD7cqy+oIrur3mFvpXF7cTOvoTVDR5fEm3UnX0NdZYD5Qa5qceXrdwPSQj9a6SxOEFcU1qehAuTD5DXO3q4rpJOUxWBfpnp6VmtzRu6PWvA0Qi8IWHGCwZj75Y10neue8FMG8IacQc/uyP8Ax410Peu1bHmS+Ji0UUUyTzbx1MW1pY8nEcK/mSTXNhjt4rZ8VlpvEN2MHhlUfQKKxngkQE8j8K4ar949WgrQRWuH4qz4ai+1eILOLqDKufoDk/yrOuXYKSwrc+HpSTxPEX6hWK/XH/66qlqya2kWer3S7Ssg+hoRs1PKgeJlPcVRgc7Bu6jiu5ao8wtjmlzikRwwp+BQBw3jvz5U0ybTzE1wl2YN0ilo1WWNozuxj1HGe4r5BkQxyMjdVJBr7Q+IMMz+CNRmtgWntAl5GB3MTrJ/JTXx7rEZTUJZVwYZ3eSJh0Zd7DI/EGpAza+0fh3E8Xw+0IS28cEhs42ZIwAMkcNxxkjB/Gvi6vsb4Uasms/DfR5VfLwRfZpB6Mhx/LFNAdlRTsUnSmAlUNT1S10q2E95KEVmCIoBZ5GPRUUcsx9BXJeJfijoehq6Q3tvLKvDSE7kU+wXlz7Dj/aFeI+JPi3f31zI2kNLDK6lG1CfBuNp6rGB8sK+y8nuxpXA7f4meNIoYXh1Uq11jNpoiOGETY+Wa6YcFh1WMcA4znrXgDu0rl3YszHLMxySfU0skrzyNJI7O7EszMckk9STWz4b8J634rvRa6RZPOQfnlPEcfuzdB/OkBjwQS3VxHBBG0k0jBURBksT0AFfUvwx8Et4O8NbLsD+0rwiW5xzs4+VM+3f3NHgH4VaZ4NjW8uCt7rBGDcEfLF6iMdv97r9K77aD3x9auKsBVkGEqseTVy52ggbs1VQZlA/2hVAdDENsKD0UVJSDgYpayAKKKKAOD8d2HlzQaig4b93Iffsfyz+VcvE+ehr0zxJBHceHr1ZMYWIuCexHIrym2LFx1xXHiI2dz0sJO8bdie45BFZrr8x4rYkiyhPoM9KzZFG+udM6+gyCV7eaOdDho3DAj1BzXt8EolgjlHR1DD8RmvD3HynivatNBGmWoPURID/AN8iuzDvRnn4xbMu0UUV0HEcv4yjLW1q/YTY/Mf/AFqyrRQFFbfi9lXTISevnrj8jWLasCgrkrfGd1B/uySf7hrEvM4wOpNbM3IPpWPeDa2R61nY2TL3hHMfiEK3O6B8fmK7oqBcOR3ANcNojBPENm/QNuQ/ipruyf8ASCP9kV10fhOLEfGDdKiU4NTdqhI5rYwOe8aaZe63pUelwTpbWFxJjUrgvhltgCWVfdsAZ7DNfLXj3xMvibxLJLaoItMtVFtYQL92OFeBge/X8a+lPiPcXdzpFr4Z01tt/r0ptQ/aKEDdM59gvH/Aq+a/HV/Y3PiBrLSo1j0zTUFlbYAy6oTlye5ZsnNJgcnXuXwJ8CNdXR8W6hF+5gJSxVh99+jSfReg98+lcH8OvA1x438RrafNHYW+JLyYD7qf3R/tHoPxPavrmysrfTrGCzs4VhtoEEcUaDAVRwBQgJCaVeSKa3JxT060wHilo70HpzQA2sy80azubv7cIlivduw3CKNzp/cf++vsfwwea06a3SgDwv4ifBIXBk1bwpEiSHLS6eDhWPrFnp/u/l6Vxngu7v7PxTa6Nqs97pOpITFbXzIRJb+iOD9+Lj7rZHPBXnP1LVS+0rT9SkgkvbKC4kgcPE8iAsjDuD1FKwFO3mvJbALfRItwigNJE2Y5ePvJ7H0PIrnJBi7f35rrLtEjhYIoUHnA6Vy84/fg+1Who811VQmu3BA6yH+dbNjINg+nesfXMr4ivEHTzM/mAatWk2xBmuKe53w2RuGTC1m3MZbOBVm2LXBOBxVyWzVYunNZM1R2vw8uPO8Kwx94JHjP55/rXW1518ObsQ3uoac38QEyfyP9K9Frrg7xR51VWmwoooqzM8x8RKT4qu/95f8A0EUCFWiwQDU3iVDH4omP94K36Y/pSw4KV5tb42evR/hoyLuwiKH5AKoaQ39la7bXKnCpIC307/pXQ3CAqcVhzxfOSKdJ2Y6iUlY9mJ+QkelZwBJIxj1pmi3RutCtZs/MYgCfccf0q5tDruFenFnkNWdiMKycjkVMkueD1pqHjBpSgNNiFkjSaJopFDo6lWU9CDwRXzj49+F19pXgf7aiK50e6njQqcmSyd96MfQqztke59K+jlyp56U2e3iuraW3njWSGVCjow4ZSMEH8KlgfC17Y3Wm3clpeQPBcRnDxuMEd694/Zv1Bmstd05jlI5Ip156FgVP8hVD44eAHs4LXxLZjfDDElpdgDkBfljkP4bVP0HrWP8ADHxQ3hgQ6ibWNbaWJrC5ld9kQk3boXkYA7QPnU8E45waQH0dql8+n2E11HbPcMgyI0dUz9WYgKPUnpXzp8QPiZeasJbGXUo2h5U2GmSEQ/SWfgy/RAF96qeOPiWNZkeEXDaoAflUq0NlGfVYs7pT/tSHH+zXnem6VqOtXi22m2U91cMeI4Iyx/ToKYEM9xJcPuO1VH3UQYVfp/nNafhvwnrfiu8+y6PYyTkffk6Rx+7MeBXr/gr9n8ny73xdPgdRYWz8n/fcfyX869v0/S7HSLOOz0+0htbaMfLFEgVR/wDXosB5F4c/Z90i3gSTxDezXlycExWzeXEvtnG5vrxXq+m6VY6NYxWWnWsVrbRjCRRLgD39z7nmr5plUgGEGonqX7px1FMZl7imgKMvL0Wy7rqIf7QpZCNxx1p9gM3sf4mm9gN2iiisgEoorL1rVU0jT3nbBkPyxr/eahuw0m3ZGB4w1Uf8gyBss2DMR2HZf61ztragAcVDEZLm4aaVizudxJ7mtaNQFrz60+ZnrUKfs42K9wgMRBrDuVC9K3bpsA5rnrktNOI0BZmOAB3rKKuzaTsrlrQtLk1jV4YMHylO+RvRR1/wr2EAKoA6CsLwxoY0fTwHA+0S4aU+nov4Vvdq9GnDlR5Fepzy8h1FFFaGJyvjfI062IPAuBkf8BNY1hJmMc1v+NIvM0Ivj/Vyq39P61yumS/KB3rlrfEd2H1hY05TxWbdruBrQkbK1SmHBrHqbpaCaTJnVdPHfzgDXfyHF3j1WvPNLwut2eegnX+dd/K/+mj8q7KGxxYj4izUTDmpAc0jAmtjnOD+J2or4d8Lajr6EfbVtTY2Z7xtKw3MPfAU/wDAK+XdBtoptRNxdR+ZaWaG5nQ9GVcYU/7zFV/4FX0L8f1lfwLYQwqzNJqca7VGS37uTiua8OfDnb4V8P28qLJca5dRTXbKMrHaJmXaT6nKj8RSA9I+Fvh5tD8HQS3SAahqRN7dttwdz8gfgpHHYk122fSmjGOOlOpgM53U9RzQaaDgnmgCUUdqaDxS0AJ3prU49aaaAI+9LmkNJnAzTsBVvTlCPauXn/1o+ldJeMTG/wCVc5IMyj60wPONcwfFN3/vD/0EVbt0Rk5H51R1jnxBeODyJSPywKt27b1wOtcc92ehDRI2NO24bA+lacoBjxjtWbpybFA6561pvxEazZau2VvDM32TxpantNuiP4jj+VeuV4rBMbbxHp0wP3blOnucf1r2ntW9F3icmJVpC0UUVqc5wvjOHytVtLkDiSMofqD/APXqjAfkFdH4ztTNonnqPmt3D/h0P865eykyg5rhrxtO56eGlenbsTTLxWZPFya1n+YHFUZ1+U1nHc1lsdN4Qut2jPb5+aKUj8DyP610MJxlfxrnfCcAGkyuo+dpjn8AK3P3iEN2r04fCjyqnxstlQTQBikVsgEU6mQFVr/UrLSrN7y/u4bW3jGWlmcKo/E0XU08UWYLdp5D0UMFH4k9B+BrltT8C2fiS8W98Qqt4648u2LN5Mf4Z59T059uKQHB+K/jRDq0Vzo3hTRn1cyoY5Jp4SYtp4OE6kc9WwPavMtE8BanrV20F2Jy4bc1jYqJJQf9vkRw+mXII/umvpy38M6ZBB5AtoUt85+z20Yhi/FVxu445JyO1bFpaWun2629pbQ28K/djhjCKPwHFFgPItC+B1iURtaWOCAcmztZC7v/ANdZiAT24QKPrXqelaJpmiWotNLsYLSAfwQoFz9e5/GtHdRkUAJig0vFFMCInBppNOkGRTAcimgGMfaomfAwRVksAKryMD2poCpMRngYqbTRm84/ummSJiNnPHpU2lqfPduwXFD2A1qKKKzAidlRC7EBVGST2FeZa7qj61qpZCfs8fyxD29fxrf8Za35Uf8AZtu37xxmUg9B2H41ytlDyDXPXnb3UduFpfbZetIdq9KtucLx6U1PlT0qGeXapzXEzvRR1CfbGcn9a1vA+j/aLhtUuFykZ2wg927n8KwbW0m1rWI7OHOGbLN2Ve5r1mztIrG0itoV2xxqFArqw9P7TOPF1bLkRZooorrPPCiiigDL123+1aLeRAZPllh9RyP5V53YvjntXqki742X1BFeVWybJHiPBRiPyOK5662Z2YV7o1wcr1qCXvT4+ExTJOhrmOtFHzWt5lmQfNGdw+o5rtdOujeWFtdnrIgkP48muJmXr7giun8JyiXQLMZztTZ+VdeHe5yYlbM6hDlQaUnBqKA/Jj0qUjIroOMimtYLlQs8Mcqg7gHUHB9R6H3qtpumQaTplvp8BcwW6eXHvOSF7DPoBx9AKuKe1PoAhBIODTgc04gGkAxQAjdKZu+anPUGTuNNAWQc07NRKeKkBpAKaaaWkJoAjNMY4FPNRnk00BQvjstnPesIDdIPbmtnUTuiKj1FZWBGsjE/dWgDynUJC+r3L56zMf1NXbQ5IGcVR1GMw38qnqGOat2JyyiuKW56MdjprEfIKuyfcqrYgBRVmY4U1mzRHPag/l3McnPySK3HsQa9xRt0at6gGvCNUJeVUHVmwB9a92iGIUB7KP5VvQ2Zy4vdEtFFFbnIVrq3S5tZYJB8kilT+NeaW8b2txLbS8PE5Q/ga9T7Vwfiu0+x6tHeqMR3K4b2cf8A1v5GsK8bxv2OrCTtLl7kS4K1TuVwDVqA70BqOSF5XCKMsxwB6muVHazf8Ibv7OlDAhTKSp9eOa6DHJFVLK2XT7OC3HIRcMfU9/1q9gEV6UVaKR5U5c0m0RJ8r7ex6VKRTGU49x0qRDuWmSIKWkPFFABmlpKM0AGKTBpQaWgBuSKTfTjSHmgBpIIpMAcUpXNJtIoAQlQORUbSIozgUsynZmqjKz98CqSAiuJjKcdhVvSR8034VTdMNiruln/XD0IolsBpVl61qsWkabJcvgt0jX+83ar8kiRRtJIwVFGWY9AK8o8R64+uapiMkWsR2xr6+/41jOXKrmlKnzysVkklvrqS4mYu7sWYn1rZhiVEHvVOxtwqgkVeZsc+lcEndnqxVtBZJNoxWTe3BbEaZLE4AHc0+9ugoIB5ro/Cnh1lKanfJ+8PMMbD7o/vH39KKdNzYqtVU43NTwroX9k2XmzL/pcwBk/2R2Wukopa9BJJWR5EpOTuwooopiCiiigBO1eYajGbbxBeR9hKSPx5/rXp9ef+Lrcwa/HcAfLNGD+I4rGsrxOjDO07EUfP0psgwcUtud0Y9hSyLkVyHetyjMOlaXw/n83RyufuTyL/AOPGs644C8d6m+GzZtb5P7l3IP1rqw27ObE/Cd/Hwx96mqEetSA10s4RGGDkU4HIoPNMHynHagCTNJR2pp+tACNUB+9UxqA/epoCZelPBqNOlSUgFpD0paQ0ARtUbdCakaoz3pgZNwxOfrVG9j8qxOfvOcVq+UPMJYjrWVrMmZUjB4AzVAeZeIoTFfluzgEfhxUenn5lrW8UwYiik7hiPwNYlg2JBXHVVmd9J3SOws+UHrUtwcRmorMkxg029ciM/SsGbowZP32s2seR806D82Fe9gYFeC6epn8Q6eO7XMf/AKEK977V0UdjjxXxIWiiitjlErH1/Tv7S0maNR+9Ub4z/tD/ADitiik1dWY4tp3R5tpr74ucg1uaRZma+ExX5Y+c+9VIdNaPxDeWicJv3j2U8/1rrLWJIYwqABR0rClSd7vodlWsrWXUU4IINPVscGkZBmjGOldZxEuM1GcxtnsetKrdjT8ZFIBQQRRiohlDx0qUHPNKwCUUvFITQAUZpvNJtPrTAfkUnFMwfWl25oAfxSEgUYxUEj84BoASdyw2r1NVnUqpGanxjmo2UlSxGAKpAVlXJzVzS/uzH/aqsgxAx7+tYWu67JoujusAInuG2q/90Y5P1pSeg4pt2Rn+OfEu5m0mzf5Qf37A9T/d/wAa5fToS7BjWXGWnnJYkknJrprCIIgJrhqSuelSgoqxfjGxAKq3l0I161JczCKMHPWr/hvw6dWlF/fqfsqn93Gf+Wh9T7fzrKMHJ2RpOaguZi+GPDbX8i6jfp+5BzFGw++fU+3869D6CmgBQABgDgAU413QgoqyPMqVHUldi0UUVRmFFFFABRRRQAVyvjW0Mumw3SjmCTk/7J4/niupqlqVqL3Tbi2P/LSMqPr2/WpkrpoqEuWSZwFk/wAg54q244rLsXK5VwQVOCPQ1qZBUVwnqXM+6BHapPh4vl3Osxf3bwn8wDTrtcxj2qDwbL5Hi7U7Y8CeKOdffHyn+lb4d+9YxxK9y56LnilzxS4BFNxXYeeODjvSnnmmbM0AkcGgB2RSfjRRSARjUYAzTzTOM+9MB4p/emr1p1JgLSGlFIR70AMaq7Zyanb61C2aoCHy+cnoK5++O+7kbsDgVs3lwY02g8msaX52YnvTBHNeJoN+msQOVOa4+0bEi16rFp0eozG0lUESwyAA+uOD+deUxKY7ho24ZWIP4VzVlqddB9Dr7Fz5Qov2zER3qCwYmMDHtVm4iypJrkZ2JGZ4djEni3So26faAT+p/pXunavEPCeJPHGn55xIT/46a9v7V1UfhODE/GFFFFanOFFFFAGe1qE1OS54zJEqfkT/AIipY+DilkbM3HQcUo65qlogvcc1JxTutNYY6UAIwxzSh/WlByKXaKADINAxSeWD04o2kd6AHZoxmkBpaADbQRS5opAJj2pelBIHNRtIKNwElfqB1qNYwOTSbiT8o608IT948VQCdeB0FQTuT8iipnbA2rTYoh9800BXnXyrUL3Ncb41h36TC4HKygfmDXX3r7nCjoKwPE8W/QZD/dZW/Wpn8DLp/GjgrK2wwPNbaP5aDnis+1O361r6dpk2tXQgi+SJeZZMfdH+NefZt2R6l1FXZa0bRW168WSQMtlEfnb++f7o/rXokcaRRrHGoVFGAoGABUNnZw2FrHbwJtjjGAP6n3q0Oa64QUVY82rUdR36DqKKKsyCiiigAooooAKKKKACiiigDzfWLf7Hr91HjCyN5q/Ruf55p8bfKPetXxpb4e0vAOQTG38x/WsWElk61xVFabPSoy5oIdOoMTeuKyLKX7H4z0qfoswe3Y/X5h+ua2HIK4rn9Z3QxxXS8NbTJOP+Ann9CadJ2mh1FeDR62p4parQzrJbRyg8OoYfiKkEw6Hiu+x5hLTWxTd4NNI96LAPzmgfSmilHBoADio+M9aeQTTdppgOWpKjXIp2aQDs00sKCeMUmKAG5znioZ3EaFjU7EAVlalN8m3PWmgM+eUyuT+VNjiLnJp8MJfk1YfEMJNMBuk/8jBGM8LGwH5V5p4lsv7P8ZX8O3arTF1Hs3I/nXoFlN5WqQzdhKoJ+vH9a5/4nWXk6/Y3yjAmi2MfdT/gR+VY1lobUXaRn6ePlxWhcL+5P0qhpo3LV+5P7o8dq4WekUPAaF/HFvkZ2pI304r2evIfhxHv8Yzuc/u4Gx+JFevV10/hPNxHxi0UUVoYhSE4BPpS1DcNiIj1oQFdPmYsepqXHFQxmpx0q2CFU0pGRTSOaUGkA0gjpShj3p9IVzQAZNGTSA4606gBOaO1LRQAnNG6lpuBQAHnvTdqntQeOlJgmgBwAFBOBR0FRkbjz0oAQYJ9afIQkRNOVQoqrcvu+UU9wKT5dyTVDXI92i3IIz+7Nae0Kao6yrPpk6qCWMZAHqactmVH4kcHpthcajepa26ZkY8nso9T7V6npOlw6XYrbRc45Zz1ZvWqnh3RI9GsgGUG6kAMr+/oPYVuCuenDl1e5rXrc7sthaKKK0MAooooAKKKKACiiigAooooAKKKKAMbxFa/atDuVAyyDzF+o5/xribZvlHPavSnRXRkYZUjBHtXnDQm3laM8tG5Q/ga5662Z2YWWjRM4wM1n6hbLNA8bfddSp+hrRzuX3qvMB5ZzWHmdaR0XhK+W90KCKTHnwL5Tj3XjNbhiBri/DKxrqMsRcq8nzDB64rtFDLwx3D1r0YS5opnl1I8smhhhxQEPrUwPrSFc9Kq5mMAwKOaCCKTcR1FAXF3cUoYUzfTgy0Bcdnml7U0MtJvFA7j80hbAphcVG8yqOtFhXElkAFZV0PMnQYqzJJn5j07VTkm5yOtMCbIRQBgVVuAZMDPFJudyetOEDtjPFMDPvCIYRt6hw3HtzU/xKtvtPh22u1GTBMrZ9mGP54qPUUAdE6k1r63anUfAc0eNz/ZQ4+qgH+lZ1NTSDs0zz/Sj8gxV+7IERJ6Vn6SQyIexUVevj+5Oa89nqosfDCLOt6pN/djCf8Aj3/1q9Srzr4WLldXk9ZkH6GvRa7IfCjzKzvNhRRRVGQVWl+ZWJ9Ks1VlYKfLyNxGQM8kU0BHEOKlpIwAop+3NUwCm04KaCD6UgCgNSCgigB2QaMUzFGT3oAfikwaAaM0AGDS8UmRRQAvFIaT8aD0oAMZowBSZNNOe9ABI+BxVdh8pNSkZNNfGKpAViMtgVFcBd6hhkZGR+NWVGZM1VuTmRsVQG/RUUDiSCNwchlBqWsQCiiigAooooAKKKKACiiigAooooAKKKKAGgcCuF1iIWuuTqRhJQJV/Hr+oNd3XMeLbQPbQ3YHzRtsbHof/r/zrOorxNqErT9TALDbgdKgmYFM/pUoXEfXp1pjQ7hmuNnpxsY980kIWZGdHjcMGRsEEe9egaTqklxDEJ1OXUFXPf6+9cfPGkiFZFJXoauRahf22l/ZbZLeYAfu2mDZH1wRmuihVUVaRzYii52cTujnGcGlBrK8P6nLfWSrcqqXSD51U5H1HtWzgeldSaZwSi4uzGcGmEYqXaKTYDTuIgbHcU3AY4BqwYvc03yiOmKdxEXlkd80bdoyTUhDKPuk1Wl81ztCsBQIjeQkkDFQsx9ak+zyYwENH2NzxwOKYFCVmkbavNSR2RwC1X4rMRjsT1zTyuPwp3GVfKSJCcc1HuAQtinuryNtGAM461XvtyxhA4APWkBlTP590znooJ/IV11nCJdDghYYD24Uj6rXLpAqQTvjOExk+5rq9L8z+zLfzPvbB+Xb9KmRXQ8o0yIxSNF/zzJX8jiptXbZbMxPbFT2zIdSvyAFAnf8OTWfrLho254FcEtz1oaq50XwofdaaoO/moc/ga9GrzL4VK/maoQf3Y2A/Xn+lem11R+FHmVfjYUUUVRmFed+L7q6fxBF5e9LeCPCzRtgh88j27V37khGIIBwcE15nfSTSXLSRzOWLHdjDfgyn7w9xzW+HXvXMqu1i3beI9Xt1yJ4LlAeFmHOP94c/nmtGLx/ZxEDUrOe19XT94n6c/pXLzS26D5orUPjJJLRnr6VSMlpLIUeFdvPzC5rpdOnLoZKU4nqGneI9F1VS1lqVtKR1XeAw+oPIrW4YZHI9RXilyLZoBawJFGiyb8LhsnuST1P8qu2r3EMWyzvLq2wuF2THj04PFZfVr6pl+3S3PXhijA9K8ki8QeJbcALq7ORwfOjVs1LH4+8SW5AeKxuRz1Qpn8jUvC1Og1XgerFR6U3aK82j+KV3CrG70NSV7xXGM/TcKv2PxU0e6haWSyv4lQgOwjDhfrg5/SodGot0WqkX1O520ba5uH4geF5olk/tWONWO0eajpz6citWDX9Iuf9Tqlm/sJ1z/Oo5ZLoVdF7YaTa3vQk0Un+rkRvowNSjn3pDIdpp3apMUlFwI6YzegqfFRnrQBGAx7GmspPQVNSHHXp9adwIfLI5JqnIgDH60681aws1Jnu4lAGSA2T+Q5rm7jxlYyGRbOOSYr/ABONq/41WqV2C1fKtzrdJZm02LeMEFh+RNaFZuh3LXmi2dw4AaSIMQo45rSNZA9xaKKKACiiigAooooAKKKKACs+71nS9OnhhvtStLWac4ijnnVGkP8Asgnn8K+UP+F2/EP/AKGH/wAkrf8A+N1SX4seNl1C4vxrQ+1XESwySm0gJKKWIUfJwMu3T1oA+vtUvk0zSL3UJBuW1gedhnGQqlsZ/CsZta1bT9Ku9U1vTLS1tba3M+LO9e4lYjnZtMKDJ6dTzj618u33xc8c6lp1xYXeumS1uYWhlT7LCNyMCCMhMjIJ5HNVz8TfFpW7UajAgvARcmOwt0M2e7EIMt/tHkdjQB9WN4huNP0+6vNcsYrJ4bdrlYLe58+RkXqMbV+bJAwNwyRzyM0tX1ieLw9qEuu2cVi8duZ0hgufPcgEcY2r82SowNwyRzyM/L918TvGN9eSXdzrJlmktmtWLW8WBExBIC7cDJVTkAHgc02++Jfi/UrqS5vNYaWWS3NsxMEQHlllYgALgZKqcjngUNXGnZ3PoGMaqtvKLi1skvkTeLZbwsRyBhzs4wSAdu4DP0y+2kvTcXEd2umBYIfOlFrdzTOoJIX5TAo5IPfPBwDXz0fiR4tOpS6idXJupYjCzmCLGwsHIC7cDLAHIAPApYPiT4utmuGi1chriQSSk28R3MAFHVegA4HTr6msXSOiNdq1z3xr1k0e61S8srizs4mkMZuI2jeSNFUmTYwBUEkgA8nbnvVmwh1P7O0t7Zw2xCq3lLOZJEB7ONoAPPQFq+dpviH4quLOe0l1XfBcOzyKYIvmJABOduRwo6f1NPX4j+KUnnnjv7eOadzJNJHYW6tIxOSWITJPJ6+uKXsUV9aelz6O+0ywuCrsvGCVOD+dTNd6uIy9nrMoOMhZ0SRf5A/rXza3xM8Xv97V8/8AbtF/8RSD4k+LgpUaucHqPs8X/wATQoTWzB1qb3R6VJ8cvEmk6pdWF/p2nXnkOV3puiyPwJrbsv2hdLfaL/QryE92hlWQfkcGvnq71K8vrmS5uZt8shyzbQMn6AVB58n979BW6btqcsrX0PrCy+Nfgi8IV9RmtSf+fm3ZQPxGa6Wz8Z+GdRQNaa9psgPQfaFU/kxBr4q8+T+9+gppkY9cfkKdxH3dHLFcLuhkSVT3jYMP0oMbZ+6/5GvhaO8uYTmOeRD/ALLEVY/tvVQMf2neY/67N/jTuLU+3vLb7zgqPeozPbplmliUf7TgV8PyahezEmS7nfP96QmpFZ2UEu5yP7xp3A+131TTYF/e6hZof9u4QfzNVJNa0vGf7TsACeP9Kj/+Kr4z+uT9aQkMMFRii4H2E/iLRLVC0utaauM/8vcf+NclqvxS8H2LsX1X7XIP+WdpGX/XgV80FEP/AOqk2getHMB654h+NlzdWk1roen/AGUSY/0idg8gHso4H417n4Nvnn8BaNeXDmST7BG8rEkksE5yT3yDXxnHE0sixRKS8hCqBySTwBX1xrd3/ZWhad4fhYmY26I5xgiNQB+GSMfgaiUupcYuTsjnbRXaGac9Z5DJk+5zVDVwGtN3IAPNbchCQjgcDpWPqw8y22jArje560drHUfCqDZpF9Px+8nC9PQf/Xr0EVwHwvmB07ULf/nnOG/Mf/WrvxXVHZHl1fjYUUUVRmUdUm+z6dPJ3C4/PivNrySFJ2dgwJ6+ldx4puBDp6JuwZH/ADwM1wjCOUlXxz6967cMtLnNWetiP5JwEE746EMarvpYbLIAT6jFTfZWjcleR2U/41EkoQ7GA465rqXkYeoxI3gz+6BHcjrVmN4XGC+wkdGGKifhVIOQR0pkjIyhWHGPXpTETy25wDtDL6jFUHtiwbb6k1ORLEcxuSmOmccVIbrahEmDu45GD61SEzLMiRRyCaLzE478g0llEgt57qJQrh8R4HyuB1BB7VLMUijkDAEMf4hkCrvh0rFpL7N2ZCzncm4cHnjPPSiTsOJz2pRxfbLOFLb5Bvm8qXDYB+XHHbK8VZh05LqTLWqRIOpAwKdExk8WXQ3CMQxpFleMHajH9WNa5Q5ZASfrUQta453vYzk0eKNmMMpTH8QOOavJBqCooh1O7TA6C4b/ABqYwgR5J59BSDzCxPG3FNpME2CXerwMNms3557ylv51Yh1zxM84SLVZgg6s6I39KgjdyCxToPxxU0D7QDsKA8DmodOPYanLuak3ibWYMBr1Pm6ExDNY+q+MPELSqun6rGJCvzQeUm/PYjPXPpUt2iXMQIHIrAe3ZSy7g0ZOcH8v5VHsovVItVHs2dOfEGoS2od72UEAByx2YOOT2qF7qOdA/ntOhHLM5NYMe/cwVnKnqpG4Z3DsewXNakUhjTbDFEU74sev4etLlUSruRR1W6MNk/2QGQsQVEa7iR6ADmooZJ40YXEXlSSoGVG++Bnv6H29q0He/dAqRyQRdW3lYVH/AHz81Yc9xEdVjiiPzOCpIBCkgDpnnvWNZ2ps3w0b1Yns3hPI8Labu6mBT+dblY3hgr/wjlgFLHbCFO7rkcGtmuNbGs/iYtFFFMkKKKKACiiigAooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKtI3yL9Kq1YXOwfSmgHbqTcTQBTuKYCUUuRSHpQBq+F4WufFujwqMl76EY/4GK+kb6Q3/ivUZ2JxFJ5CD0CDB/XJ/GvCPhVH53xN0BcAgXBJB9lY5r3BpCuoarK3U3cvT/eNY1NjowyvJi3Jyrd8Vm3fMZHXirSzCQkVXvPucVzPU9C1jb+GMmy81SDjJCP/Mf1r0qvKPh2/leKbhc/623PH0INerV1Q+FHmV1abFoooqzI47xtuElm2TtAfj8q5E7fPKudpHQetdx4uhlntLYQx72DEnkDjHvXHSaXeScNDn6sP8a76ElyK5y1U+Yi8x4SuBvQ9Vb+lJ5ltcjG7a5PR6nGn6iq7RDkL2LL/jSNo9y6qr2zL7q6/wCNbc0e5lyvsVbi1eNiVXI7EY9KquCSd/HHpWmNM1KBgkaZU9FLgj9TTbjTryaLBgAfpkMP8apTj3E4vsZ29txAwwIHT1oMuUAbBXr8w9qtf2Re7si3PT++v+NV59I1B0K+QeMfxr/jT5o9xcsuw4LHJZSYTO7PBGccVJotuX0xlYMSjSBcnBHHUURabqSRARgoT2JUjp9au6PYXca3IMO0FjnDDAJz0GfpUSku5UYvsciY5W13VXiGSt3IDx2CQj+tbex1PUjgHpTrHSL+LxPqJNt+6kmLg717rH2z7GtO/wBNuVlLJCckf3hx+tEJpJK45xbdyi0hELYfODxjtSDzQiYfJPXinjS9QERDRHZ1HzLnr9amTT71U3eUxI7bl/xq+aPcjll2GIrs4+UYxjkVIGOVUqCMfwmp47S58kDyGxnk7xn+dWo9L8zaohdSOo3DH86hyj3KUWZkrxpGBg/nmqEyxkAkHOCea6RtD3gAowA6DI/xqN9AVhzEePcf40lOK6j5ZHOiFTgqoCgdQKlE5hiKCQg/3ia2f+EXcn90Dk9mIwP1qufCd3JJuYqR/vUOcX1Dll2MtYRcYTzySeW+npVm20uGfUY7S9QrZzsGjuUI3wSgY/FSMflWivhaeD+M/QEVastBu5dRt7eTCxF95bcCcDk1lUcJRabNKfNGSaO20rThpmnRWnmmQR5+cjBPOa0KQDAAHalrgOptt3YtFFFABRRRQAUUUUAFFFFAH//Z", "path": "000862.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000863
Men Tshirts
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", "path": "000863.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000864
Men Tshirts
{ "bytes": 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", "path": "000864.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000865
Men Tshirts
{ "bytes": 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"path": "000865.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000866
Men Tshirts
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", "path": "000866.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000867
Men Tshirts
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", "path": "000867.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000868
Men Tshirts
{ "bytes": 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", "path": "000868.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000869
Men Tshirts
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", "path": "000869.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000870
Men Tshirts
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", "path": "000870.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000871
Men Tshirts
{ "bytes": 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", "path": "000871.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000872
Men Tshirts
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", "path": "000872.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000873
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+ZTSjg0poAQ9aKQctT6ADoKbSnmqr6jZxXAt3uoFnPSIyDef+A9f0oAs0lIZEDlN67wMlcjIH0qjca5pFocXOq2MJ/6aXKL/ADNAF+kbisCbx54Tgz5niPTBj0uFP8qpP8TfBIyD4l07PtIT/SgDql6UmTurloviV4KfhfEunZ95CP5ir8HjDw1ckeRr+mPnt9qQfzIoA3e1MPJpIZ4rmPzIJY5U/vRsGH5il/joAay4OaSpSMrUeKYBwaQikPFKGyKAEKUwpmpDwKXgigCsVxxUZTPFWyuajC/NzTuA2xuhHcCzY/eBZP8ACtauSaUi/wDtIOBHMFB/HmutFTJAFFFFSAUhOBk0tRSnOFz7mgCObMylASFPp3rGl8N2lxKXmVpMno7lh+XStxRjNJk9qpOwXKgsbeKIr5YIxjBrno4DbvLZqD5SsTH/ALKccfga6lk3DnkVWezUsW74wPaqTGmZkcbyYxx6Vfit3XGSKsx2yqowKmCY9KHIQ1DgAH86mBpm2l2+lSwGyQRTAiSNWz6iojp9sf8Alnj6GrGSKNx9qlxT3GpNbMhWyt15ES/jUGpkQ6dKUUZOAFHGTmrhY1heILqRbN2jx8mRk+vQfrTjG2w7tvU8p+LtwsF/BDvD3IXr6dse3SvHLiQxShHOXGQB7nqTXoPxClL+Jp4ppGknVRknsa4UWYSaSRxwrZJ9qh7m3RIp+UYxuIODxVRmAfLdM8it+4MZsvkj/dZysrDBJxyB7VimEMNzkgnoKZLLEKxwusitlSMkHtUkZ2QRTQg/LKQy/Tn+VVOoACkY9K0ra2lspUnniaa3HzSKh+6OnP6UAeofDzw9Hqty2rSRAK7eXDHjhQf/AK2TXvMUQiACjA6V5b8J5o/7JQZyF4UH09a9UDBgORV9CJ72JRzxSdqFNNJ4pEEUwyprPSY2tyJByp4Ye1X5G4rOmXJq0BtqwdAynIIyDT6ytMuCCYHPun+FatZtWYBRRRQAUUUUAFFFFADXOFNVG+/ViQ5bHpVd/vVSAenQj8acDhvrTFOGB7Glb9R0oAf3oJ600N0NO4z9aAI5ZorW3eeeRY4kG5mY8AVkXPie1toDcNDc+RgkSGMjcOuVU/Mwx3AxU2s6h/ZlrmKAzzuQI48HGc8E/jj3J/MZcvhI6yjS+I7uS+Zl4tCSlrH9UUjf/wACJ/rSA8o8afHW2v7G40vRdNnEbkZubiTYTg5xsGcqcYIJHGRivMJfHevMClveCziPSO1QIAfUdx+BrX8c+ANZ8NwtrOpnTI7a5u2hhis2A4wSGVBwFwPUkZGa4if7OsmLd5JEwPmkQIc9+AT/ADpAS3Gr6leHNzqF1Mf+mkzN/M1TLFjkkk+9Nr0Pwt8JfEHifaYp9OtU2eYfNuAzhclQdi5I+ZWHOOQfSgDzyivTbf4F+OJ7vyXs7SCMHHnyXSFCPXC5bH4V0q/s5X0dm8tz4hiEqrkxW9m0mfYEsufyoA8Npea9oX9nvV21K3hXUlNnIu6S6Nvt8v22F9xb8Me9dJ4j+Gmn+EvBdzqN09nrP2SNfMW+thGzqCF2pJGQ6nGAMluaAPn611G90+VZbO8uLeRejRSFSPyNegeHfjV4u0SWNbu6XVrUH5o7vl8e0g+bP1z9K5XxdaaPZeIZo9BuJZbEojASctExGWTPfaeM1ztAH2Z4L8faN4309ptPkaK6iA8+1l+/H7+6+4/SuoIr5A+Feo3Om/EnRXtmb99OIJFH8SNwQf5/hX2A4OevSmgIyKiB2Nz0qao5B3qkA8jK5qNWwSKdC3BU9qhiOUb+8CaAJ0OSaju38i2eX0FPhGWJ7VW1g5iigHWR+foKOoGNcAwWEGfvu28/zrsFOVB9q4/V33XIiXpGm3j1rsE+6PpRIB1FFFQAVTEm+QtViZtsTH2qghwaqKAvKcg0majibJ+tSYoACaOtLRnFACYNLg0maWgAooopMAopaSgBrVgamfNZYDyoPmv9B0/X+tb0jBULHtWFqeLOyuLibpgyOx/hwOn07VSKifOfi+VrnxNdNuJbzNqkjrgY/nVJ42udRiskhZz1Ma9yB3Pp3qbXDu1mZ0BCtIZNx64bnH6U62sL9FfWQJEKjfIR/DGxwPwrPqbszNURvtLRSSK3lHHyj5QfQewpslmkNmUljJncjbjqBS3ahdaZfvQmbOc54I4rrbXTJf8AQpjEGw32dgeoYENn6dKLXEctdeHHtI7FmY5uGBb/AGRnA/ka6PTLVoHnMp8y3WJ0+YcEY55rqfFulBLSF4sMkUaq5A54OQcf72f++vaqdppr6rbRiOMxWud7Y5ZvX6DsM9TTasxrVGz8MEMaLGoO0puPscgD8817HEBsBrj9A0JNMs0uEUfaWwzqOm3so+grrI3LIPSqSsjGo03oTZ25+lRb8rmldvkP0qKM5iPtTSIJF+YVXli4JqzEPkFKy5JFFwMkhkkDocMpyDW7FIJYlcdGGazZYDtJxyal06ZQXtST5ijfg+hol3A0aKKKgAooooAKQnAzS0hGRigCEjJNMcfNU2wj3pjVQEQHJQ9+lLywwfvCnEBgKCpIBH3hQBAxIyPyoMwZBn1xUpAcc9apXgaGNpVAO3kg+1MC4AGC7hnByM9j61y/xD8U2HhXwvNNqAuNt4HtIvIQMQ7I2CckYHFdLBKZYkfaV3KGKt1Ge1eafGm7trj4d6pFNCySQXcCQs+Pmc4Yle+NpI5x3pMD5mkup5Yo4XnleKLIjR3JCZ64HbPtVOiipA2/C+jvr/ijTNKQZ+1XCRn2XPzH8ga+w9C8OWWgWlvFbpumitY7Vp2HzSKhYjP1Lsfqa+a/gbaJdfE61d1z9nglmHsQuB/Ovq3tTQEi9fwpxpi9azNY1yx0K0FxfTiMMdkcagtJK3ZUQcs3sKGBpOyojM5CqBkknAA9a8l8aeJ9P1G0XUtRfHhWyl3wR9H1i5X7qoP+eKnkt0J9hWJ45+KFqS8F6gmUH5NFilBDHsbuReMf9MlJ/wBo9q8V8QeI9S8SX5vdUuDLIBtjQfKkS9lRRwoHpSAqanfy6pqV1fTBRJcytKwUYALHOB7VQoruvh98OdR8b6kCA1tpcTD7RdkcD/ZT1b+XegDqvgP4Nl1LXT4luYyLOwJWAkf6yYjt/ug5+pFfSZHFZ2j6VZaHpdtpmnwLBa26bI0H8z6k9SfWtHtTAj70yQZFOJ5NMJ4qgIlfY9RA7LtlzgNinSn9TUFw2JA3cUwNOAcVm3kqnUy7H5II8n61fEwjtjKTxt3VzdzKXDDPLHc5/kKEBHbq15qKZ6vICfzrt65bSoQl7bhvvOS34AV1NTIAoooqQK93zGFHc1WVDVuYBivtUYAGKtPQBqAgg1LmopZliUk04HIB9aQD8mlzTQaUUALS0UUAFFFcdqvxH0Sw1O40uF3ub62BNwqDbHBjn55D8q/rSuB2NFeVan8aNH09gHu7Vzk7o7QPM6HsCSFU59QaxI/2hLQWw8zTd06nDbdwVvceg6daAPa3JeUKOi8n69qxvEcO+3hWQM1qHLTKoznA+XP+zuwTXkkH7REP2qRp9Ck8jI2LHMM+5JP4YFX2/aG0CaJ0fRtRjYqdp3IwzjjvTuNHIPpSa54wvYYTmGSZySn9weleh+GdKj1HwrHA6AyhfLfI6jG0j6cV594G8YeHrXUpbi+vBayy5GZYztGT6jPvXsuj3OmPYl9Cura7aXITyJA4DHu2OgHXmiPc1lLojw7VPCN7phedrSWXTy8kfmRrkgKxAb8MVX07WrzT2UF1uY1GEBPp0P14r6Xi0yGO3ggwGSFAmSOvqTWXc+BdCuZWkawhVm6lUAzSt2Eqi6nJaL4ms9bktEEWLickOmz7mBknnt71c0bQUjmaa2Zo/wB6xcA5UqD8gx+tbtp4U0rR7lp7GICdl27Bzn6DtWnp+nNZWyxNySxd+c8mq33BySWhNaI6jDqP+A1dXC/Q0KoC0jgdaDIbMwKGo4/ukeozTJHzxSRthR7cU7AW4/u09RTIxhRmpCyopZmAUDJJPAqQEk2qhZiFUDJJPAFcXaa/HJ4sEyN/ozfuAfUdj+dR+KPEJu0azs2xAeHf/np7fSuWjJQg56Vzzq62R2U6Huty6ntApazNFvxqOmQ3GfnI2v8A7w61pVscjVnYWiiigQUUUUAV7iQQW0sp6Ihb8hXC6bc3Vr80FzIoJyUJ3KSfY/0rrNfl8nRLo5wWXZ+Zx/WuQtfuiuetJpqx14eCcW2dNa65G2Fuo/Lb++vK/wCIrXjdJFDxsrKe6nNcaemRUsE8lv8ANE7If9k0Qrv7QTw63ida3rVW5b90R68Vkrr1xGo8xElH/fJ/w/SsrXfFUcel3KrbSiZ0KJhgQGbgHP41vGpF9TB0prodBpd81xYwSyoVeVmC4GQQCcH2yAD+NYPjX4e6b4y0u9AUW+pzogS5DNjKHK7l6EckZxnBrotLlV9NtcLtxEoI9OKvA45HarZmfHur+C5NK8LzasSZGh1aTT5WRsImwcHGMncc88Y29OeONr2rxbc2eneFviDoc0wS4GuRT20bNy+8gnA/3VYmvFakD0j4L65ZaJ49ifUJkiiuYHt1lc4VXONuT2Bxivq53WNGd2VUUZZmOAB6k18E12mvfEfX9c0jTtKluStlZQpE0QJIuGUfekz976Hj2p3A928TfF20s99v4atX1SdTte82N9lhPqWH3z7D868d8ReINe1Ce4nL3N1cSIY5LuQGPCnqsanBVfbCj1UnmuMuNd1O5I33kyoMARxtsRcdMKuAKz5JZJXLyOzsepY5NIBjAqxVuoODTaKKAPT/AAh4U8CBILzxV4tgZz8zWFsGAHs0mOfcL+de6ad498AWdlFZ6drulW9vENscKt5aqPpivj3J9TRk+tAH3FZa/o+o4NlqtjcZ6CO4Uk/hnNanbnI+tfBiuyMGUlWHQjgiuo0X4ieK/D7L9g1m58r/AJ4zN5sZ/wCAtmncD7DY4Y1Gz84ry3wL8aLDxHcRabrcMen6jIQscin9zK3pzypPocj37V6c3JqkA2RwTg1UnbcFb0pZmKyYJqrJOBjPTFUBPqF4Ps8MCHkjJFVIIw3zyHCLyaqiRppcLyT1PpU0jM6iGP7g+8fWgC1plx52uxOeAchR+FdZXDafIY9TgdegcD+ldzUS3AKKKKkCOQZxVaV9gJ60mpXYsdOmuSm/yxnbnGeaxpdbs7iEMk6Ln+Fzgiqi1ew+VtXJJpjLJjPFacD7kX6VgRTLJ86Mrj1BzWpYS5UqT0q2tBGmKUU1TxTqgB1cP4x+JWl+FdNvJ1invJ7dvJKxIRGJiMhGc8A9yBk4rc8W+II/Cvhe/wBalQSfZY8pGTje5IVVz7kivlDxV8Q9f8Zxx2+qTQC2jlMscMEKoqsffqfxNJgd/B+0LrSaJcxzadaNqbyHyZlysUSEcZXJLEH3+teRX+rX+qXEs99dzTySu0jl3JyxOScVnUUgFyTVq2tLi8kMdtDJK4UuQi5wo6k+gHrVzQ9Fv/Ees22l6bCZbq4fao7Ad2J7ADkmvoez+D6Q+B5dHt7t7W4lbdcPEQr3gA4SRiCVUnoo4AOSGNAHzDRXsOm/s9eJ7khr++06yQnBUO0rgeuAMfrWDrXwf8YaZf3UdrpFxfWkUjLFcRbSZUB4baGJGR2oA88q5Y6heaZdJdWF3Na3CHKyQuUYfiKS9sbvTrl7a9tpbedDho5kKsPwNVKAPa/B3x71Gw8uz8TQi/tun2qIBZlHqR0b9D9a960LxBpXiXTUv9JvY7q3bqUPKn0YHlT7Gvhqtzw34p1bwrqa3+k3Jik6Oh5SRf7rL3FFwPtzaB0AzSEZrjfAXxF0zxxpm+Nlt9RhUfabRmyV/wBpf7y+/bvXZk1QCGq8r4FSOwAqjPL9aaQEUkpAbHpRbyF5CG9jVaZWmR0BKhlIyDzmrdxa/wBn2YuXkZgijzDj9eKpuwF5p44YGllcLGoyzHtXF6zrc+pExxbo7YdF7t7n/Ck1HWTqLiJMrbIeB/fPqarHaVziuGtWu+WJ30KFveluZkinbk9aqSfKa05VyCMVRkTjFc6Z1WOn8D6l5dzJZSN8so3J/vDr+ld7XjNtcvYXsU8Zw0bBh+FevWd1He2cVzEcpKoYV2UpXVjz8TDllfuWqKKK1OYKKKKAOc8XybNHVOfnmUH9T/SucgICgV0HjHP2C2x088Z/75Nc1Eelcdf4z0MMv3Zog5Apw6Z71FGcqKefu9azRbRBOQBxWPcW5vL20hH8VwufoMn+grVmbg0zSYvM8QWQxxmRvyUf41rSV5ImekGdlBCIo1UccCrApSuGxSgV2nnHifxE8MWuoX3juWdcTx6fZ6nbOByGQSI/4EKQfw9K+d6+pfiXN/Z99dO1rNONU8P3llthAyGRlcE5PQB3Pr7V8t96kBKtLaXDwPciFzAhw0u35QfTPTPtVWvevgHo+h6tZ6jcX1jHdX9jcqYmmy6xq68FUPyg5Q84zwPSgDhPCPwm8TeLNlxFaiysG5F1dgqGH+yvVv5e9ejJ+zxYw2EjTa3dXF0qEqkMSRq7Y4GWzjJ4zXuIpDTsB8zab+z54qu9r3l1p9ih6q0hkdfwUY/Wrd/+zx4giuwunalp9xbFRmSctEwPcbQD/OvpBac1FgPn6y/ZzlWIvqGvKW258u1t8nPoCxGf0qlf/AK+66ZfSvlkULdQqnB5LZDngdCMZz0zX0bXDeIvFE8y3VnodzDbpbA/b9Zm5t7EDqF7SS+ijgHr6UAeQXXw30zSbbxPBeXIubTTLJWbURiPy77BIiUfxAgqCO2R3rx+uk8T60b+7ks7K7u5NJhmZ7dZ2+aQn70rju7HJJPPOO1c3SAUHBGK+vvh9rE+reBNGvLpy1xJAFdz1YqSufyAr5U0fSbzXNUt9NsIjJc3DhEUdvUn0AHJPtX1jo2nReH9DsNMhO5LOFUDf3j3P4kk/jVRA0L6XbMfYYrKmmUkgngdabe3yLMqNIvnSk7ELAE/Sn2sQd1LheOcVYE1tGzLwNuf0qW4XyotqjHatCNMKMDgelc54h1u20vKMRJcHkRA8/j6Ck2krsaTbsjV062ee7jWIY2sGJ9AK7GuV8DX76joZuJQokM7q23pxjH866ntUOVwas7C0UUUhGF4pk8vQ5v9sqv6153IPMTaea7nxpLs0yJP78v8hXDqMrmuas/eO7DL3DPWOa2mMlvK8Tf7DYrf0fxLcW93FHesHiY7WkIww/xrMmQYNURI8dxG8f31YFfqDxUwqST0ZpOnGS1PZIZ0kHymluLmGztpbm5lWKGJSzuxwFFNt8tAhdQr4G4DoD3qh4lttSuvD13Fo7wrqGFaDzwChYEHDZ7HGK7meaeX/H7xLbReFbLQ4pS11eyrcMhBBWJc4JB5GWxjPoa+bq6z4hX9/qHj3WJtRBW5W4MbJuyE28BQfQY4rlSpU4YEH0NQA2iivQPhH4VXxT46to7hN1nZD7VcA9GCkbV/FiPwzQB7V8GvASeGPDy6rfQgavqCBm3DmGI8qnsTwT+A7V6finDgUdaYDRml60uKMUAcX4x8EQ+JtO8mS3tr1/MZxJdOySxAnOI5FHAHYEEV4h4l+BvibSr9F0eAapaSthXRgrx57OCQP+BDj6V9QbD5m/e2MY29vr9afigD411jwVeWHh+21u0hmktUzb6gHxutLpWKujKOQOhB9646vqjV7Kx0z4sG2vmI0vxVYNBLCT+7e4XAyR0yVxg+tfNOt6adH17UNMZgxtLmSAsO+1iM/pSAbpeq3uj6hFf6fcvbXUTbkkjOCP8AEe1fSvw1+L1v4tMelaqiWusbfkKnEdzgc7fRu+38q+Wqt2d5Pp97BeWsjRXEDrJG69VYHINAH3HNK6j7tUJZmY9Kg0DVF8R+HtP1aNwqXcCykD+EkfMPwOR+FWJ5EQeXH+LVqgI4VMlzGvqwFdAyhlKsAQRgg96yNLj33Rc9EX9TW1US3A838Q6QdJvhJCD9mlOU/wBk9xVSFt616Hqmnx6lYS2z4ywyp/ut2NebKr2txJBKu142KsDXFWhZ3R6GHq8ys9yaQY96qOowT3q27BhVWUlWNc51ozrheOOtd14C1Pz7OWwkb54jvT/dPX9f51w87HsKsaDqJ0zWLe4zhA21x/sng1tRlaRhiIc0D2SimqQygg5B5Bp1dp5YUUUUAc14z/5Blv8A9dx/6C1ctC2ea6jxp/yCYP8AruP/AEFq5a2GVArjr/GehhfgNGLlakbpTYh8tPccGs0aSKUo+XNXPD0e7XIWx9yKQ/ngVUl9K0vDC51Wdv7luo/Esa2or3jKs/cZ1LffFIykqQGK+460r8YNLXYcBwvxCihsodEvCmc6iLWaVzuIjmikjOSe2WU4r5FYFWIIwRwRX2j480aTXvBGqWMAzc+V51vjr5kZDr+q4/GvlDX9M8nT9I1WNR5OoQOzEdBKsjB1/DK/gaTA5uvo/wDZzuY38LaxajHmx3qyN64ZAB/6A1fOFeq/AjXzpfjz+znbEGpxGIgn/lovzIf0I/4FSA+oj0pjU81FI6Ro0kjqiKMszHAA9zVASrVTUtVs9Lt/Ou51iXO1c8s7f3VUcsfYV5z4p+MVjYJLD4bhGpzIcSXjHbaw/wDAzjefYHHv2rxTWviRrmp3LyRXzpKwKm4Q/vNp/hVsDYvsoUeoPWlcD2bxl8RrK03xapczWcAHGl2kg+23A/6auDiBPVc7z7dD4X4p8c6j4oWK0KxWGkwcW+nWo2xRjsT/AHm9z+lcszs7FmYlickk5JNTWlldX84gs7aa4lPRIkLMfwFICrWxoPh/VPE2px6fpNm9zcOeijhB6segHua9G8FfA/VtcIvPEIm0uxB4iK/v5fwP3B7n8q+gvD/hrR/DOniy0ixjtoerEDLyH1ZjyT9adgOO8C/DSx8CaaZXZbnV51xPc44Uf3E9F9T1P5CtbUr1La2mnfJWNS5A7gDNdFqmRaOQeRzXD6qftVndRjp5TAe5wapaIaVzzi41G41W6N5cH94x4A6IOwFdFpOq6lGAFvJcdsnd/OuWtV/fbPeuosIsKK45SaejO+MU1ZmxPquoyQkNeTdP4W2/yrlLj/WEnknqT3ro5VxGee1c9crg5rPmbepo4pbI9R+GJP8Awjs/P/Ly38hXbVxfw3i2+GCxGC9w5z6jAFdpXXHZHnVPiYUUUVRByPjo4tLT/rof5VxsZ4xXU+P5SBZRD/ab+QrkY3G3muSt8R6GH/hjbhsDrWcGPnAjqDmrly3ymqdupkuVQcknAqY7mstj2CF557S3kgkjjZtjuXTeCvUgcjBPr29DWkMVRs4DZwRWzHJjRVz68VdU16DPKPHfE3h/Rr346aRbmzhDtay6hdnbnzpApCZB442A478561876lPLdanczzzNNLJKzPI/Vjk8mvffFN/BpHxb8R63cjMmmeHvMtATx5j7Yx/6GR+NfOpOTUAJXuH7OV7awazrNlJtF3PDG8WerKpO4D/vpT+FeH1u+E9QuNI8W6VfWrlJYrqMgjuCwBH0IJFAH29iko9R70UwFpaTNJn3osAvSjNJmkzRYDy7422pGgaNq8bbZdO1SJww6gMcfzAr5/8AHnhu88K+LbvT7tmkDnz4Zj/y1jYkhvr1B9wa+nfivZpffDPXEbGYrfz1J7FCD/jXjfx9mWbV/DzADedNVj64J4/rQB49RRRSA+j/AIJahJqPgCSwaaVDY3pCsjYIVsMF+md3516S3U15V8Abd08LarOw+SW8UL/wFOf/AEIV6oa0WwGrpKYikf1OP8/nWnVTT02WcfqfmP41bqHuAlcX4y0zY6anCvXCS4/Q/wBPyrtKrXdtHeWktvKMpIpU1Eo8ysXTm4STPL433LUc3PSluYJLG+ltJfvRsV+vvTSd1cElZ2Z68XdXRQmJzmqhOCau3K+lZ5+8aUWVJaHrXhHU/wC0tCi3NmWD90/4dD+VdDXlvgXUzZa39mc4iuhs+jD7v9R+NepV305c0bnkVock2haKKKsyOY8bHGlQ/wDXcf8AoLVzNkCQK6Txs2dPtk9Zs/kp/wAawrGPEYrkr/Eehhv4ZaHyjBod8jrSyDC1TklweTWSNWrjn963PDFuYzcTHOZQhGf7uDiuet431C8itIT80hwSOw7n8q7i0gW3up0QYRQiKPYLXVQXU5cRKy5SzIPloXoKH5FNQ8V0HIO71wPif4Zadqngu/0fT02Tm4lvrQuf9XM3JUHsp6e2fau+70uaAPi3xT4Vn8NrpkrMzw39oswLrtKSD5ZYyPVXBH5VP8P/ADbbxpo2pbWFtbahAJZR0Tc2Bn6819KfEfwHb+MPCs9tAgW/hZri0IOB5hHKn2b+ZzXzP4djki1O+0i6uFsvtEZhlFw3lhHVgwLE9CrKD74x3qQPsyWWOCF5ZpEjijBLu7AKoHck9K8F+JXj3R7t3e0+36zaB/LjVmMWnK465KgGY98E4+tczrnxQj1LTbdbyCbVNQRQDFdPixhZeAyxL/rScZy5xz0rhNS1LV9eu4pL+WaeRgFhj24VQegjQDAHsop3Ah1PWbzVpFN1KPLT/VwxqEjjHoqjgVUhhlnmWKGN5JHO1URSSx9AB1r0Xwn8FPE+vtHPfxf2VZNgl7kfvCPaPr+eK998HfDvQPBUKtp9r5t7tw95PhpT64PRR7D9aAPGvBfwJ1PVCl74jZ9NtDhhargzuPfsn48+wr3rQPDOjeF7IWmjWEVqmMMyjLv7sx5NbFNoAcKTvSikNMCjqI3Wsg9Qa4fblWX1BFd1e8wt9K4vbiZ19CaY0eXxJt1J19DXWWA+UGuanHl63cD0kI/WuksThBXFNanoQLkw+Q1zt6uK6STlMVgX6Z6elZrc0buj1rwNEIvCFhxgsGY++WNdJ3rnvBTBvCGnEHP7sj/x410Peu1bHmS+Ji0UUUyTzbx1MW1pY8nEcK/mSTXNhjt4rZ8VlpvEN2MHhlUfQKKxngkQE8j8K4ar949WgrQRWuH4qz4ai+1eILOLqDKufoDk/wAqzrl2CksK3Ph6Uk8TxF+oViv1x/8ArqqWrJraRZ6vdLtKyD6GhGzU8qB4mU9xVGBzsG7qOK7lqjzDxn4naDPqvj2+sbZj5+oeHC0S/wDPR4Zlk2/UiP8AWvnivrDx440z4g+BtdwBH9sl0+Zj0xKuFz+bH8K+b/GdidN8aa1ZlAgivZQqgdAWJH6EUmBz9WbKUW97bzHokit+RBqtSjrSA+9IJRNBHKOjoHH4jNPzWF4I1D+1vA+i3x5MtnHu+oGD/Kt/AqgG0U7FFADaQmnGmmgDj/ifKU+G+uqv3pLbylHqXZVA/WvBfjldrN4/jtFPFjp8EBHocF//AGcV7t8RGjmtdI06SQJHd6nE8rHosUOZpCfbCV8r+KNabxF4n1PV2yBd3DyKD/CuflH4DApMDEooqzaW8t5eQWkC7pppFjRfVicAfmaQH1B8JbFbL4X6UyjDXHmTt7kuR/JVrrzyai0rR7fw/oNho9u7PFaQiMM3VsdT+JyanQZlA/2hWq2A6GIbYUHooqSgcDFFZAFFFFAHB+O7Dy5oNRQcN+7kPv2P5Z/KuXifPQ16Z4kgjuPD16smMLEXBPYjkV5TbFi464rjxEbO56WEneNuxPccgis11+Y8VsSRZQn0GelZsijfXOmdfQZBK9vNHOhw0bhgR6g5r2+CUSwRyjo6hh+IzXh7j5TxXtWmgjTLUHqIkB/75FdmHejPPxi2ZdoooroOI5fxlGWtrV+wmx+Y/wDrVlWigKK2/F7KumQk9fPXH5GsW1YFBXJW+M7qD/dkk/3DWJeZxgdSa2ZuQfSse8G1sj1rOxsmXvCOY/EIVud0D4/MV3RUC4cjuAa4bRGCeIbN+gbch/FTXdk/6QR/siuuj8JxYj4wbpUSnBqbtUJHNbGA7NQXt/aabaSXd9cxW1vGMvLK4VV/E1Hd3v2VQsdtPcSt92OFf5k4Cj3JFcrq3gO28WXn2zxGZJYx/q7KOdiiD0zwB7lQD/tEUAcj4m+O1rHM9j4Rs31G6OQLiVSIwfVVHzN+OBXlmpaT4l8S6x9t8R3C2Uty24JJH+8c/wDTOBBuY/h+NfS2n+ENN06MxWdpbadARgx2EYjZh/tSfeP4Y981pafoel6U7SWNhbwSv96VUG9vq3U/nSA8W8NfCKdkR1sxpsZ63upIs123/XOAZji+rFm7jFep+G/A2heGXM9laGW+f/WX103mzue/zHp9BiuibrgU9OtMB/elo70HpzQA2mnpTqa3SgABoPSmg0uaAKl7/qjXHyDF2/vzXXXx/dGuVnH78H2qkNHmuqqE124IHWQ/zrZsZBsH071j65lfEV4g6eZn8wDVq0m2IM1xT3O+GyNwyYWs25jLZwKs2xa4JwOKuS2arF05rJmqO1+Hlx53hWGPvBI8Z/PP9a62vOvhzdiG91DTm/iAmT+R/pXotdcHeKPOqq02FFFFWZnmPiJSfFV3/vL/AOgigQq0WCAam8SoY/FEx/vBW/TH9KWHBSvNrfGz16P8NGRd2ERQ/IBVDSG/srXba5U4VJAW+nf9K6G4QFTisOeL5yRTpOzHUSkrHsxPyEj0rOAJJGMetM0W6N1oVrNn5jEAT7jj+lXNoddwr04s8hqzscR8UtDm1bwBf/ZwTc2RW9gI6hozk499u4fjXz18TSl94ittfhXEOs2UV5kdN+Nsg/BlIr68AVkKOAVIwQe4r5g+IXhttJs9Q0Ir/wAgi4N9p7Y+/ZTEBlH+4+3/AL6NDEeU0UUVIH098ANfGo+DJ9IcHztMm4PYxyEsP1DD8q9d4r5v+AHii203Wr3w/csE/tHa9s54BlUHK/iOn096+j6YBRRSYpgLTCR0p9c34z8T23hLw5canMBJMP3dvB3mmP3VH8z7A0AebfEXWodY8dPoayMLPTrFm1GZT/qomw8oB/vMoSMf79eAahdi/wBSurtYUhE0rSCKMYVATnAHoK73xa1z4a8MvYX8hbxJ4hkF9qpP3oYs7kiPoSx3EewHavNKkBa9J+Cvhw6144jvpUza6Yv2hiRwX6IPz5/4DXm4BYgAEk9hX1l8LPCY8JeDIIrmPbf3f+kXORypI+VPwH6k047gdVLy9Fsu66iH+0KWQjccdafYDN7H+JrR7AbtFFFZAJRRWXrWqppGnvO2DIfljX+81DdhpNuyMDxhqo/5BkDZZsGYjsOy/wBa521tQAOKhiMlzcNNKxZ3O4k9zWtGoC159afMz1qFP2cbFe4QGIg1h3Khelbt02Ac1z1yWmnEaAszHAA71lFXZtJ2Vy1oWlyaxq8MGD5SnfI3oo6/4V7CAFUAdBWF4Y0MaPp4DgfaJcNKfT0X8K3u1ejThyo8ivU55eQ6iiitDE5XxvkadbEHgXAyP+AmsawkzGOa3/GkXmaEXx/q5Vb+n9a5XTJflA71y1viO7D6wsacp4rNu13A1oSNlapTDg1j1N0tBNJkzqunjv5wBrv5Di7x6rXnml4XW7PPQTr/ADrv5X/00flXZQ2OLEfEWaiYc1IDmkYE1sc4ylBpMUhGOaAH9aXPpTR0p1ADOd1PUc0Gmg4J5oAlFHamg8UtACd6a1OPWmmgCPvS5pDSZwM07AVb05Qj2rl5/wDWj6V0l4xMb/lXOSDMo+tMDzjXMHxTd/7w/wDQRVu3RGTkfnVHWOfEF44PIlI/LAq3btvXA61xz3Z6ENEjY07bhsD6VpygGPGO1ZunJsUDrnrWm/ERrNlq7ZW8MzfZPGlqe026I/iOP5V65XisExtvEenTA/duU6e5x/Wvae1b0XeJyYlWkLRRRWpznC+M4fK1W0uQOJIyh+oP/wBeqMB+QV0fjO1M2ieeo+a3cP8Ah0P865eykyg5rhrxtO56eGlenbsTTLxWZPFya1n+YHFUZ1+U1nHc1lsdN4Qut2jPb5+aKUj8DyP610MJxlfxrnfCcAGkyuo+dpjn8AK3P3iEN2r04fCjyqnxstlQTXE/ETwg/iTSVubKJJdTsgzQoTgTxsMSQk+jKTg9jiu1VsgEU6mQfF9z4dM+jXt9Zq5k0yQR3sJGHWNvuSFe2D8rDscVytfXXinwTOmuN4n8N28LamyGK+sJCFi1GE8Mrdg+O54PGa8L8T+A0a2m17wuslzpqybLqxYf6Tp8veN16kA5GR6fjUgcDDNJbzJNEzRyIwZXU4Kkcgg+tfUPwm+Jq+MLUaRqhxrEEe7f2uEHG4ejDuPxFfM1npV/fwzy2dnPcJbjdKYUL7B6nHQe9R2F/d6Zew3ljcSW9zC26OWNtrKfY0Afd+KQ186+HvjvrUdtHHqb6XdOowzTiSB/zQMp/IV1lp8YzelpGufDdlbqOWmvJXb/AL5CAmgD13Fcp408SWPhyxilktBf6pK+3TrJY98ks3baMZAHcj+dcjqvxr0Wx0/FjqNvqd9KMjyoXjii+u7BP+eK8y1P4qSwrPcaXH5mvXAKT6xMdzxp2SFTwg69KdwOZ8d2Wo2viKSXWtQhutZuR515FEd32Zj0jJ6ZAxwOnArkqtTC4kBuphIwkYnzXyd7d+T1PrXp/wAN/hFd+JJIdU1hJLXRgQyoRtkufYei/wC1+XrSAtfBn4evq9/H4m1OA/2davm2jZeJ5R391U/mfoa+h2fjkE/Wn28FvY2kVrbQpDBEgSOOMYVVHQAU2Rge1WkBUmIzwMVNpozecf3TTJExGznj0qbS1Pnu3YLim9gNaiiiswInZUQuxAVRkk9hXmWu6o+taqWQn7PH8sQ9vX8a3/GWt+VH/Ztu37xxmUg9B2H41ytlDyDXPXnb3UduFpfbZetIdq9KtucLx6U1PlT0qGeXapzXEzvRR1CfbGcn9a1vA+j/AGi4bVLhcpGdsIPdu5/CsG1tJta1iOzhzhmyzdlXua9Zs7SKxtIraFdscahQK6sPT+0zjxdWy5EWaKKK6zzwooooAy9dt/tWi3kQGT5ZYfUcj+Ved2L457V6pIu+Nl9QRXlVsmyR4jwUYj8jiueutmdmFe6NcHK9agl70+PhMUyToa5jrRR81reZZkHzRncPqOa7XTro3lhbXZ6yIJD+PJriZl6+4Irp/Ccol0CzGc7U2flXXh3ucmJWzOoQ5UGlJwaigPyY9KlIyK6DjDFNK0Ke1PoAhBIODTgc04gGkAxQAjdKZu+anPUGTuNNAWQc07NRKeKkBpAKaaaWkJoAjNMY4FPNRnk00BQvjstnPesIDdIPbmtnUTuiKj1FZWBGsjE/dWgDynUJC+r3L56zMf1NXbQ5IGcVR1GMw38qnqGOat2JyyiuKW56MdjprEfIKuyfcqrYgBRVmY4U1mzRHPag/l3McnPySK3HsQa9xRt0at6gGvCNUJeVUHVmwB9a92iGIUB7KP5VvQ2Zy4vdEtFFFbnIVrq3S5tZYJB8kilT+NeaW8b2txLbS8PE5Q/ga9T7Vwfiu0+x6tHeqMR3K4b2cf8A1v5GsK8bxv2OrCTtLl7kS4K1TuVwDVqA70BqOSF5XCKMsxwB6muVHazf8Ibv7OlDAhTKSp9eOa6DHJFVLK2XT7OC3HIRcMfU9/1q9gEV6UVaKR5U5c0m0RJ8r7ex6VKRTGU49x0qRDuWmSIKie2t3WUNBEwl/wBYCgO/6+v41KeKKAOD1L4UeG57/wDtXTUvNI1JSXFxpkxjOf8AdOR+AxmvNPFfwmmv70z/APCSWjXTcvJfW0kDsf8AaYZXP5V9D9aRgHXawDA9iMikB8gzfC7WY2YRajoM+3/nnqsPP4Eisi58GanZ5+0vZoB/ELyJl/MNX2RNoek3A/0jS7GX/ft0P9Kjj8N6FC26LRdORvVbVAf5UWA+OrPww11MqC9ilJH3bON7ls+mEH9a7/QPhdq9yUNl4fMWcH7drrBVX3WBc5I/2iw9q+lY4YoRiKNEHoigfypx5osB5z4a+Euj6XdJqWtTNrepLja9woEMWOgSPoAO2eB2Ar0MBQMDpSlc0m0imAhKgcio2kRRnApZlOzNVGVn74FUkBFcTGU47Crekj5pvwqm6YbFXdLP+uHoRRLYDSrL1rVYtI02S5fBbpGv95u1X5JEijaSRgqKMsx6AV5R4j1x9c1TEZItYjtjX19/xrGcuVXNKVPnlYrJJLfXUlxMxd3YsxPrWzDEqIPeqdjbhVBIq8zY59K4JO7PViraCySbRism9uC2I0yWJwAO5p97dBQQDzXR+FPDrKU1O+T94eYY2H3R/ePv6UU6bmxVaqpxuanhXQv7JsvNmX/S5gDJ/sjstdJRS16CSSsjyJScndhRRRTEFFFFACdq8w1GM23iC8j7CUkfjz/WvT68/wDF1uYNfjuAPlmjB/EcVjWV4nRhnadiKPn6U2QYOKW3O6MewpZFyK5DvW5RmHStL4fz+bo5XP3J5F/8eNZ1xwF471N8Nmza3yf3LuQfrXVht2c2J+E7+Phj71NUI9akBrpZwiMMHIpwORQeaYPlOO1AEmaSjtTT9aAEaoD96pjUB+9TQEy9KeDUadKkpALSHpS0hoAjao26E1I1RnvTAybhic/WqN7H5Vic/ec4rV8oeYSxHWsrWZMypGDwBmqA8y8RQmK/LdnAI/Dio9PPzLWt4pgxFFJ3DEfgaxLBsSCuOqrM76TukdhZ8oPWpbg4jNRWZJjBpt65EZ+lYM3RgyfvtZtY8j5p0H5sK97AwK8F09TP4h08d2uY/wD0IV732roo7HHiviQtFFFbHKJWPr+nf2lpM0aj96o3xn/aH+cVsUUmrqzHFtO6PNtNffFzkGtzSLMzXwmK/LHzn3qpDprR+Iby0ThN+8eynn+tdZaxJDGFQAKOlYUqTvd9Dsq1lay6inBBBp6tjg0jIM0Yx0rrOIlxmozmNs9j1pVbsafjIpAKCCKMVEMoeOlSg55pWASil4pCaACjNN5pNp9aYD8ik4pmD60u3NAD+KQkCjGKgkfnANACTuWG1epqs6lVIzU+Mc1GykqWIwBVICsq5OauaX92Y/7VVkGIGPf1rC13XZNF0d1gBE9w21X/ALoxyfrSk9BxTbsjP8c+JdzNpNm/yg/v2B6n+7/jXL6dCXYMay4y085LEkk5NdNYRBEBNcNSVz0qUFFWL8Y2IBVW8uhGvWpLmYRRg561f8N+HTq0ov79T9lU/u4z/wAtD6n2/nWUYOTsjSc1BczF8MeG2v5F1G/T9yDmKNh98+p9v516H0FNACgADAHAApxruhBRVkeZUqOpK7FoooqjMKKKKACiiigArlfGtoZdNhulHMEnJ/2Tx/PFdTVLUrUXum3Fsf8AlpGVH17frUyV00VCXLJM4Cyf5BzxVtxxWXYuVyrggqcEehrUyCorhPUuZ90CO1SfDxfLudZi/u3hP5gGnXa5jHtUHg2XyPF2p2x4E8Uc6++PlP8ASt8O/esY4le5c9FzxS54pcAim4rsPPHBx3pTzzTNmaASODQA7IpPxoopAIxqMAZp5pnGfemA8U/vTV606kwFpDSikI96AGNVds5NTt9ahbNUBD5fOT0Fc/fHfdyN2BwK2by4MabQeTWNL87MT3pgjmvE0G/TWIHKnNcfaNiRa9Vi06PUZjaSqCJYZAAfXHB/OvKYlMdw0bcMrEH8K5qy1Oug+h19i58oUX7ZiI71BYMTGBj2qzcRZUk1yM7EjM8OxiTxbpUbdPtAJ/U/0r3TtXiHhPEnjjT884kJ/wDHTXt/auqj8JwYn4wooorU5wooooAz2tQmpyXPGZIlT8if8RUsfBxSyNmbjoOKUdc1S0QXuOak4p3WmsMdKAEYY5pQ/rSg5FLtFABkGgYpPLB6cUbSO9ADs0YzSA0tABtoIpc0UgEx7UvSgkDmo2kFG4CSv1A61GsYHJpNxJ+UdaeEJ+8eKoBOvA6CoJ3J+RRUztgbVpsUQ++aaArzr5VqF7muN8aw79JhcDlZQPzBrr719zhR0FYHieLfoMh/usrfrUz+Bl0/jRwVlbYYHmttH8tBzxWfanb9a19O0ybWroQRfJEvMsmPuj/GvPs27I9S6irstaNora9eLJIGWyiPzt/fP90f1r0SONIo1jjUKijAUDAAqGzs4bC1jt4E2xxjAH9T71aHNdcIKKsebVqOo79B1FFFWZBRRRQAUUUUAFFFFABRRRQB5vrFv9j1+6jxhZG81fo3P880+NvlHvWr40t8PaXgHIJjb+Y/rWLCSyda4qitNnpUZc0EOnUGJvXFZFlL9j8Z6VP0WYPbsfr8w/XNbDkFcVz+s7oY4rpeGtpknH/ATz+hNOk7TQ6ivBo9bU8UtVoZ1kto5QeHUMPxFSCYdDxXfY8wlprYpu8Gmke9FgH5zQPpTRSjg0ABxUfGetPIJpu00wHLUlRrkU7NIB2aaWFBPGKTFADc5zxUM7iNCxqdiAKytSm+TbnrTQGfPKZXJ/KmxxFzk0+GEvyasPiGEmmA3Sf+RgjGeFjYD8q808S2X9n+Mr+HbtVpi6j2bkfzr0Cym8rVIZuwlUE/Xj+tc/8AE6y8nX7G+UYE0Wxj7qf8CPyrGstDai7SM/Tx8uK0Lhf3J+lUNNG5av3J/dHjtXCz0ih4DQv44t8jO1JG+nFez15D8OI9/jGdzn93A2PxIr16uun8J5uI+MWiiitDEKQnAJ9KWobhsREetCArp8zFj1NS44qGM1OOlWwQqmlIyKaRzSg0gGkEdKUMe9PpCuaADJoyaQHHWnUAJzR2paKAE5o3UtNwKAA896btU9qDx0pME0AOAAoJwKOgqMjceelACDBPrT5CEiJpyqFFVbl93yinuBSfLuSaoa5Hu0W5BGf3ZrT2hTVHWVZ9MnVQSxjIA9TTlsyo/Ejg9NsLjUb1LW3TMjHk9lHqfavU9J0uHS7FbaLnHLOerN61U8O6JHo1kAyg3UgBlf39B7CtwVz04cur3Na9bndlsLRRRWhgFFFFABRRRQAUUUUAFFFFABRRRQBjeIrX7VodyoGWQeYv1HP+NcTbN8o57V6U6K6MjDKkYI9q84aE28rRnlo3KH8DXPXWzOzCy0aJnGBms/ULZZoHjb7rqVP0NaOdy+9V5gPLOaw8zrSOi8JXy3uhQRSY8+BfKce68ZrcMQNcX4ZWNdRliLlXk+YYPXFdooZeGO4etejCXNFM8upHlk0MMOKAh9amB9aQrnpVXMxgGBRzQQRSbiOooC4u7ilDCmb6cGWgLjs80vamhlpN4oHcfmkLYFMLio3mVR1osK4ksgArKuh5k6DFWZJM/Menaqck3OR1pgTZCKAMCqtwDJgZ4pNzuT1pwgdsZ4pgZ94RDCNvUOG49uan+JVt9p8O212oyYJlbPswx/PFR6igDonUmtfW7U6j4Dmjxuf7KHH1UA/0rOpqaQdmmef6UfkGKv3ZAiJPSs/SSGRD2Kir18f3JzXns9VFj4YRZ1vVJv7sYT/x7/61epV518LFyuryesyD9DXotdkPhR5lZ3mwoooqjIKrS/MrE+lWaqysFPl5G4jIGeSKaAjiHFS0kYAUU/bmqYBTacFNBB9KQBQGpBQRQA7INGKZijJ70APxSYNANGaADBpeKTIooAXikNJ+NB6UAGM0YApMmmnPegAkfA4quw+UmpSMmmvjFUgKxGWwKiuAu9QwyMjI/GrKjMmaq3JzI2KoDfoqKBxJBG4OQyg1LWIBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADQOBXC6xELXXJ1IwkoEq/j1/UGu7rmPFtoHtobsD5o22Nj0P/ANf+dZ1FeJtQlafqYBYbcDpUEzApn9KlC4j69OtMaHcM1xs9ONjHvmkhCzIzo8bhgyNggj3r0DSdUkuIYhOpy6gq57/X3rj540kQrIpK9DVyLUL+20v7LbJbzAD920wbI+uCM10UKqirSObEUXOzid0c4zg0oNZXh/U5b6yVblVS6QfOqnI+o9q2cD0rqTTOCUXF2Yzg0wjFS7RSbAadxEDY7im4DHANWDF7mm+UR0xTuIi8sjvmjbtGSakIZR90mq0vmudoVgKBEbyEkgYqFmPrUn2eTGAho+xueOBxTAoSs0jbV5qSOyOAWq/FZiMdieuaeVx+FO4yr5SRITjmo9wCFsU91eRtowBnHWq99uWMIHAB60gMqZ/Pumc9FBP5Cuus4RLocELDAe3CkfVa5dIFSCd8ZwmMn3NdXpfmf2Zb+Z97YPy7fpUyK6HlGmRGKRov+eZK/kcVNq7bLZmJ7Yqe2ZDqV+QAoE7/AIcms/WXDRtzwK4JbnrQ1VzovhQ+601Qd/NQ5/A16NXmXwqV/M1Qg/uxsB+vP9K9Nrqj8KPMq/GwoooqjMK878X3V0/iCLy96W8EeFmjbBD55Ht2rv3JCMQQDg4JrzO+kmkuWkjmcsWO7GG/BlP3h7jmt8OveuZVdrFu28R6vbrkTwXKA8LMOcf7w5/PNaMXj+ziIGpWc9r6un7xP05/SuXmlt0HzRWofGSSWjPX0qkZLSWQo8K7efmFzXS6dOXQyUpxPUNO8R6LqqlrLUraUjqu8Bh9QeRWtwwyOR6ivFLkWzQC1gSKNFk34XDZPcknqf5VdtXuIYtlneXVthcLsmPHpweKy+rX1TL9uluevDFGB6V5JF4g8S24AXV2cjg+dGrZqWPx94ktyA8VjcjnqhTP5GpeFqdBqvA9WKj0pu0V5tH8UruFWN3oakr3iuMZ+m4Vfsfipo91C0sllfxKhAdhGHC/XBz+lQ6NRbotVIvqdzto21zcPxA8LzRLJ/ascasdo81HTn05FasGv6Rc/wCp1Szf2E65/nUcsl0Kui9sNJtb3oSaKT/VyI30YGpRz70hkO007tUmKSi4EdMZvQVPioz1oAjAY9jTWUnoKmpDjr0+tO4EPlkck1TkQBj9adeatYWakz3cSgDJAbJ/Ic1zdx4ysZDItnHJMV/icbV/xqtUrsFq+VbnW6SzNpsW8YILD8ia0KzdDuWvNFs7hwA0kQYhRxzWkayB7i0UUUAFFFFABRRRQAUUUUAFZ93rOl6dPDDfalaWs05xFHPOqNIf9kE8/hXyh/wu34h/9DD/AOSVv/8AG6pL8WPGy6hcX41ofariJYZJTaQElFLEKPk4GXbp60AfYGo31vpWm3WoXL7Le2iaaVvRVGT+grJj128tNIu9T1zTV0+2t7drjak/nOEAyQ42gBvYFvrXyxffFzxzqVhNY3et+ZbTJskT7JAu5fTIQGqknxI8VSQ30R1CFVv8/ajHYwIZiTkliqAk+/4UAfV6eIZ7PTLu+12yi08W9q14Yo7nznESjJ3Dao3DphSwz35Gc/VdauE8Najca3YJYtFam5WCK48+TaOxG1QGzgYBYDPXkZ+Zb/4o+MtUZjeax5paB7dv9FhAMblSykBO5Rfy9zSah8UfGeqkm81kuTbyWx220Sfu3Klh8qDqUXnqMcdTkaGnZ3PoC2+2oko1GK1gnhQSPBBcGZ0XOPmGwc54+Xdz36UxNSaLRbzVr2yubOzhMhj+0RskksaKpL7GAKgkkAHrjPevnm0+IPiqynu54dXkM13gTSSxpIxAJIALKdoBOcDApZfiF4pms57OXVS9vO7PIhgi+YkAH+HjhRwP6msXS1OiOIsfQM891ZabdXmp2sNsba3NzJBFcebIiAZO4bQNw6EKWAPfpU1lHqCB1v7e1t50QSNBFcmR0UnHz/KADnj5Swz3r59n+Jfi66uHnn1YSSPE8Lk2sOGR2VmUjZg5KL+vqcsi+I/i2K7urpdZkM90FEztFG24LnAGV45JPGMnk80nRH9Zeh9H/aZYXBV2XjBKnB/Opmu9XEZez1mUHGQs6JIv8gf1r5tb4meL3+9q+f8At2i/+IpB8SfFwUqNXOD1H2eL/wCJoUJrZjdam90elSfHLxJpOqXVhf6dp155Dld6bosj8Ca27L9oXS32i/0K8hPdoZVkH5HBr56u9SvL65kubmbfLIcs20DJ+gFQefJ/e/QVum7anLK19D6wsvjX4IvCFfUZrUn/AJ+bdlA/EZrpbPxn4Z1FA1pr2myA9B9oVT+TEGvirz5P736CmmRj1x+Qp3Efd0csVwu6GRJVPeNgw/Sgxtn7r/ka+Fo7y5hOY55EP+yxFWP7b1UDH9p3mP8Ars3+NO4tT7e8tvvOCo96jM9umWaWJR/tOBXw/JqF7MSZLud8/wB6QmpFZ2UEu5yP7xp3A+131TTYF/e6hZof9u4QfzNVJNa0vGf7TsACeP8ASo//AIqvjP65P1pCQwwVGKLgfYT+ItEtULS61pq4z/y9x/41yWq/FLwfYuxfVftcg/5Z2kZf9eBXzQUQ/wD6qTaB60cwHrniH42XN1aTWuh6f9lEmP8ASJ2DyAeyjgfjXufg2+efwFo15cOZJPsEbysSSSwTnJPfINfGccTSyLFEpLyEKoHJJPAFfXGt3f8AZWhad4fhYmY26I5xgiNQB+GSMfgaiUupcYuTsjnbRXaGac9Z5DJk+5zVDVwGtN3IAPNbchCQjgcDpWPqw8y22jArje560drHUfCqDZpF9Px+8nC9PQf/AF69BFcB8L5gdO1C3/55zhvzH/1q78V1R2R5dX42FFFFUZlHVJvs+nTydwuPz4rza8khSdnYMCevpXceKbgQ6eibsGR/zwM1wjCOUlXxz6967cMtLnNWetiP5JwEE746EMarvpYbLIAT6jFTfZWjcleR2U/41EkoQ7GA465rqXkYeoxI3gz+6BHcjrVmN4XGC+wkdGGKifhVIOQR0pkjIyhWHGPXpTETy25wDtDL6jFUHtiwbb6k1ORLEcxuSmOmccVIbrahEmDu45GD61SEzLMiRRyCaLzE478g0llEgt57qJQrh8R4HyuB1BB7VLMUijkDAEMf4hkCrvh0rFpL7N2ZCzncm4cHnjPPSiTsOJz2pRxfbLOFLb5Bvm8qXDYB+XHHbK8VZh05LqTLWqRIOpAwKdExk8WXQ3CMQxpFleMHajH9WNa5Q5ZASfrUQta453vYzk0eKNmMMpTH8QOOavJBqCooh1O7TA6C4b/GpjCBHknn0FIPMLE8bcU2kwTYJd6vAw2azfnnvKW/nViHXPEzzhItVmCDqzojf0qCN3ILFOg/HFTQPtAOwoDwOah049hqcu5qTeJtZgwGvU+boTEM1j6r4w8QtKq6fqsYkK/NB5Sb89iM9c+lS3aJcxAgcisB7dlLLuDRk5wfy/lUeyi9Ui1UezZ058QahLah3vZQQAHLHZg45PaoXuo50D+e06Ecszk1gx79zBWcqeqkbhncOx7Bc1qRSGNNsMURTvix6/h60uVRKu5FHVbow2T/AGQGQsQVEa7iR6ADmooZJ40YXEXlSSoGVG++Bnv6H29q0He/dAqRyQRdW3lYVH/fPzVhz3ER1WOKI/M4KkgEKSAOmee9Y1namzfDRvViezeE8jwtpu7qYFP51uVjeGCv/COWAUsdsIU7uuRwa2a41saz+Ji0UUUyQooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAq0jfIv0qrVhc7B9KaAdupNxNAFO4pgJRS5FIelAGr4Xha58W6PCoyXvoRj/gYr6RvpDf+K9RnYnEUnkIPQIMH9cn8a8I+FUfnfE3QFwCBcEkH2VjmvcGkK6hqsrdTdy9P941jU2OjDK8mLcnKt3xWbd8xkdeKtLMJCRVe8+5xXM9T0LWNv4YybLzVIOMkI/8AMf1r0qvKPh2/leKbhc/623PH0INerV1Q+FHmV1abFoooqzI47xtuElm2TtAfj8q5E7fPKudpHQetdx4uhlntLYQx72DEnkDjHvXHSaXeScNDn6sP8a76ElyK5y1U+Yi8x4SuBvQ9Vb+lJ5ltcjG7a5PR6nGn6iq7RDkL2LL/AI0jaPcuqq9sy+6uv+Nbc0e5lyvsVbi1eNiVXI7EY9KquCSd/HHpWmNM1KBgkaZU9FLgj9TTbjTryaLBgAfpkMP8apTj3E4vsZ29txAwwIHT1oMuUAbBXr8w9qtf2Re7si3PT++v+NV59I1B0K+QeMfxr/jT5o9xcsuw4LHJZSYTO7PBGccVJotuX0xlYMSjSBcnBHHUURabqSRARgoT2JUjp9au6PYXca3IMO0FjnDDAJz0GfpUSku5UYvsciY5W13VXiGSt3IDx2CQj+tbex1PUjgHpTrHSL+LxPqJNt+6kmLg717rH2z7GtO/025WUskJyR/eHH60QmkkrjnFt3KLSEQth84PGO1IPNCJh8k9eKeNL1ARENEdnUfMuev1qZNPvVTd5TEjtuX/ABq+aPcjll2GIrs4+UYxjkVIGOVUqCMfwmp47S58kDyGxnk7xn+dWo9L8zaohdSOo3DH86hyj3KUWZkrxpGBg/nmqEyxkAkHOCea6RtD3gAowA6DI/xqN9AVhzEePcf40lOK6j5ZHOiFTgqoCgdQKlE5hiKCQg/3ia2f+EXcn90Dk9mIwP1qufCd3JJuYqR/vUOcX1Dll2MtYRcYTzySeW+npVm20uGfUY7S9QrZzsGjuUI3wSgY/FSMflWivhaeD+M/QEVastBu5dRt7eTCxF95bcCcDk1lUcJRabNKfNGSaO20rThpmnRWnmmQR5+cjBPOa0KQDAAHalrgOptt3YtFFFABRRRQAUUUUAFFFFAH/9k=", "path": "000873.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000874
Men Tshirts
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", "path": "000874.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000875
Men Tshirts
{ "bytes": 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", "path": "000875.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000876
Men Tshirts
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", "path": "000876.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000877
Men Tshirts
{ "bytes": 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bUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+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/vQT1poboadxn60ACjilJoJxTc0ALSE00mgcmgBc5pwFAXFKelACNQBQBk0/GKQDMUwj5hUpFRsMkUwCmHgmpe1cp4z8YQeFrGERwm81W8fyrGyQ4aZzxk+ijuaANu81a0sZYIZp/31w2yGFeXlPfavU47noO9Z6eKNNutfbRrK5hnuo8+fiQYQgZKj+82OSB07kV86eI/GusDWp7XT9Qa81i4HkXV/b5OWJx5Fvj7sY6ZHLHn0r1/4U/DpPCWmHUr8b9bu1/e7jn7Oh52A+vTcfUY7UgPRSKiB2Nz0qao5B3qkA8jK5qNWwSKdC3BU9qhiOUb+8CaAJ0OSaju38i2eX0FPhGWJ7VW1g5iigHWR+foKOoGNcAwWEGfvu28/zrsFOVB9q4/V33XIiXpGm3j1rsE+6PpRIB1FFFQAVTEm+QtViZtsTH2qghwaqKAvKcg0majibJ+tSYoACaOtLRnFACYNLg0maWgAooopMAopaSgBrVgamfNZYDyoPmv9B0/X+tb0jBULHtWFqeLOyuLibpgyOx/hwOn07VSKifOfi+VrnxNdNuJbzNqkjrgY/nVJ42udRiskhZz1Ma9yB3Pp3qbXDu1mZ0BCtIZNx64bnH6U62sL9FfWQJEKjfIR/DGxwPwrPqbszNURvtLRSSK3lHHyj5QfQewpslmkNmUljJncjbjqBS3ahdaZfvQmbOc54I4rrbXTJf8AQpjEGw32dgeoYENn6dKLXEctdeHHtI7FmY5uGBb/AGRnA/ka6PTLVoHnMp8y3WJ0+YcEY55rqfFulBLSF4sMkUaq5A54OQcf72f++vaqdppr6rbRiOMxWud7Y5ZvX6DsM9TTasxrVGz8MEMaLGoO0puPscgD8817HEBsBrj9A0JNMs0uEUfaWwzqOm3so+grrI3LIPSqSsjGo03oTZ25+lRb8rmldvkP0qKM5iPtTSIJF+YVXli4JqzEPkFKy5JFFwMkhkkDocMpyDW7FIJYlcdGGazZYDtJxyal06ZQXtST5ijfg+hol3A0aKKKgAooooAKQnAzS0hGRigCEjJNMcfNU2wj3pjVQEQHJQ9+lLywwfvCnEBgKCpIBH3hQBAxIyPyoMwZBn1xUpAcc9apXgaGNpVAO3kg+1MC6p49adUMEpliR9pXcoYq3UZ7VOKQDdpJri/HHxGsPBul21/HHFqSzTtBsgulBUgZJ6HOOh9Miup1m/l0vQ76/t7VrqW2haVYFbBk2jOAa+JdTvE1DV7u8SEQrcTPKIw27ZuJOM8Z60mB6LrXx28U3esm50t4rCyXiO2MayZHH3yRyeO2K1fCHxh1vUPHEP8AaCQi2vXjikVA22FR1KrnGW+XJPpXitekfBXR4tZ8fpHdRCWCC2llZD0JwAP1IP4UgPp/RL5NQ01Jlkmch3jczx+W4ZWIII9iMcVrGmLwenXmnU2Ahppp3WmmhAZuuavZ6Bot3qt/J5draxmRz3PoB7k4A9zXx74o8Yaj4p8S3Gs3Mrxu+UiRG4ijwQEHtgnPrk16j+0B4vMtzB4VtJPkixcXmD1Yj5EP0HzfiPSvCaGB6P8ADGxSPUYtRhMM+szTfZdLtiQ3lyEfPcOvZUU5Gep+lfVFpaizsorcO8gjULvc5Zz3Yn1J5r5s+GGnXWnWsd9YgDXdbkay0xyufs8S/wCuuMHsBwPUgivppFKxKpcuQoBZure5oQDO9MkGRTieTTCeKoCJX2PUQOy7Zc4DYp0p/U1BcNiQN3FMDTgHFZt5Kp1Mux+SCPJ+tXxMI7Yyk8bd1c3cylwwzyx3Of5ChAR26teaimeryAn867euW0qEJe24b7zkt+AFdTUyAKKKKkCvd8xhR3NVlQ1bmAYr7VGABirT0AagIINS5qKWZYlJNOByAfWkA/Jpc00GlFAC0tFFABRWNqXiOw0ydrZ2lluQu7yYE3MB+g/DOax5/iPo0JxJJHDjqtzOkL/98tSuB2NFcZH8UfCzHbJqMMZ9pUYfmDWvY+MPD2oELb6zYsx6IbhA35ZoA13JeUKOi8n69qxvEcO+3hWQM1qHLTKoznA+XP8As7sE1sK6n94jBo25DDkfnVfVbhLXSru5fG2GFnOfYGmNbnzo+lJrnjC9hhOYZJnJKf3B6V6H4Z0qPUfCscDoDKF8t8jqMbSPpxWR4B0qZLuS+ljCyTA4B7f5zXo8FkulQFLOMefLkRr23HufYdTRFaXNpu2h4FqnhG90wvO1pLLp5eSPzI1yQFYgN+GKr6drV5p7KC63MajCAn06H68V9LxaZDHbwQYDJCgTJHX1J96y7nwLoVzK0jWEKs3UqgGaVuxKqLqcloviaz1uS0QRYuJyQ6bPuYGSee3vVzRtBSOZprZmj/esXAOVKg/IMfrW7aeFNK0e5aexiAnZduwc5+g7Vp6fpzWVssTcksXfnPJqt9wckloTWiOow6j/AIDV1cL9DQqgLSOB1oMhszAoajj+6R6jNMkfPFJG2FHtxTsBbj+7T1FMjGFGakLKilmYBQMkk8CpASTaqFmIVQMkk8AVxdpr8cniwTI3+jN+4B9R2P51H4o8Qm7RrOzbEB4d/wDnp7fSuWjJQg56Vzzq62R2U6Huty6ntApazNFvxqOmQ3GfnI2v/vDrWlWxyNWdhaKKKBBRRRQBXuJBBbSynoiFvyFcLptzdWvzQXMignJQncpJ9j/Sus1+XydEujnBZdn5nH9a5C1+6K560mmrHXh4JxbZ01rrkbYW6j8tv768r/iK143SRQ8bKynupzXGnpkVLBPJb/NE7If9k0Qrv7QTw63ida3rVW5b90R68Vkrr1xGo8xElH/fJ/w/SsrXfFUcel3KrbSiZ0KJhgQGbgHP41vGpF9TB0prodFpN291p8c8ibWYt06EAkA/iAD+NaQINZ+mSK+m2uF2kRKCPQ4q8DWjMyCdbhzEsLRBDJibzASSmDkLg9c45PbNfEus2klrrt9amFo3S4dPLK4I+Y4GK+5BXmHxQ0LSbSfSvFMtrGJItQhhvpx1Nu4MZJPquQQfWpYHyvXqfwDu1tviOIWIBubOWNfcjDf+y1wvifQ5vDXibUdGnJLWkzRhj/EvVW/FSD+NUtO1C60rUIL6ymeC6gcPHIh5UikB92A808Gua8E+Ik8U+ENO1cbRJNHiZV6LIvDD8xXRqaYC1i+LPEEHhbwxf6zOAy20eVQ/xueFX8SRW1Xhf7RXiDyrHTfD0T4aZjdzgH+EfKgP1O4/8BoA8H1TUbrWNUudRvJDJc3Mhkkc9yTVeMIZFEhKoSNxAyQKhrpfBultqWtxkwiaK2AmaM9JGyFjT/gUjIp9ifSkB738JtCYiTXLuAJJHCtjaof+WMYwWUfTIBPdvMzXq/as/RtMXR9GtLBW3mGMB3PV3PLMfcsSfxrQHSqArscMajZ+cU9z8xqBuaYDZHBODVSdtwVvSlmYrJgmqsk4GM9MVQE+oXg+zwwIeSMkVUgjDfPIcIvJqqJGmlwvJPU+lTSMzqIY/uD7x9aALWmXHna7E54ByFH4V1lcNp8hj1OB16BwP6V3NRLcAoooqQI5BnFVpX2AnrSaldix06a5Kb/LGducZ5rGl1uzuIQyTouf4XOCKqLV7D5W1ckmmMsmM8VpwPuRfpWBFMsnzoyuPUHNalhLlSpPSra0EaYpskiRRtJI6oijczMcAAdye1Kp4rM1xdM/s5pNWjWS0jZZCj8hmByox/Fz2PFQBT1HxfpunWDXreZJbKCVkRD+8x12Dq316D1rw3xT8fte1B3h0KCLS7foJGAlmPvk/KPwB+teuLoc3jRDqOswgacRmy0rcUSQD7rzkctnsv3QOcE15T8Wvh1HpujW3iXTtOktSzbL61Qhkhz90jHAXPHHHTuaQHlWp+IdY1mR31HVLu6ZzlvNmJBP06VlszMcsST7mm0UgCjNdR4O8I3/AIx1eWwsPvxwNMzbc9MADqBySB145PavR9S/Z31W202Waw1m3vbxAClsYPKD+oDliAfTIx7igDx+z1jUtNkEljqN3bOP4oZmQ/oa6qL4qeMBp0un3Oqte2koCul0gckZ6b/vfrWTqfgbxRowLX+gahCqnBfyCyf99DIrAZGRirKVYdQRgigD3Pwp8a9GSRItb02WzPTzrb94g9yvBH4Zr2XQdW0jX7YXulajBegjlo3yUHoV6rXxHWhpuq6ho12l3p15Na3CHIkicqf/AK9O422z7pCgLilxxXhfgL48R3Txad4tKQucKmoRrhCf+mijp/vDj1A617hHLHNEskbK6OAyspyGB7g0XEO2gdAM0hGaeaaTTAQ1XlfAqR2AFUZ5frTSAiklIDY9KLeQvIQ3sarTK0yOgJUMpGQec1buLX+z7MXLyMwRR5hx+vFU3YC808cMDSyuFjUZZj2ri9Z1ufUiY4t0dsOi929z/hSajrJ1FxEmVtkPA/vn1NVjtK5xXDWrXfLE76FC3vS3MyRTtyetVJPlNacq5BGKoyJxiudM6rHT+B9S8u5kspG+WUbk/wB4df0rva8Ztrl7C9injOGjYMPwr16zuo72ziuYjlJVDCuylK6sefiYcsr9y1RRRWpzBRRRQBzni+TZo6pz88yg/qf6VzkBAUCug8Y5+wW2OnnjP/fJrmoj0rjr/Gehhl+7NEHIFOHTPeoozlRTz93rWaLaIJyAOKx7i3N5e2kI/iuFz9Bk/wBBWrM3BpmkxeZ4gshjjMjfko/xrWkryRM9IM7KCERRqo44FWRQVw2KUCu084UE9KwvG+i/8JD4I1jS1XdLPbN5Q9ZF+ZP/AB5RW6BSjg0AfJnxEI1rRPDHipPme9sha3bf9N4flJPuRz9MV55XtnjHQPsGkeNdELAR2F3DrNgjDAEUpKvt9skDH+zXidSB73+zv4jxLqfhuZsBgLuAH1GFcf8AoJ/Ove84r4n8J+Ibjwr4mstZtgC1u+WQ9HQjDL+IJr7Qs7yDULGC8tnDwTxrLGw7qwyKaAkubuCytJrq5kEcEKGSR26KoGSa+M/HXiaXxf4uvdYkVkikbZBGf4Il4UfXHJ9ya92+PXiRtL8KQaPA+2XU3IkwefKTBI/E4FfMdDAK93+Dnhzbcac0qfNIp1SbP9xSY7dT9WMj/gK8f8PaPN4g8Q6fpMHD3c6xZ/ugnlvoBk/hX1V8PbaKSDU9Xhj2QXd0YLQf3ba3HlRgex2sfxoQHa9aBQKKYFWY4JqsJBuxnrU918tZckuxg3cc1SAS+l2zH2GKypplJIJ4HWm3t8izKjSL50pOxCwBP0p9rEHdS4XjnFMCa2jZl4G3P6VLcL5UW1RjtWhGmFGBwPSuc8Q63baXlGIkuDyIgefx9BSbSV2NJt2Rq6dbPPdxrEMbWDE+gFdjXK+Br99R0M3EoUSGd1bb04xj+ddT2qHK4NWdhaKKKQjC8UyeXoc3+2VX9a87kHmJtPNdz40l2aZEn9+X+Qrh1GVzXNWfvHdhl7hnrHNbTGS3leJv9hsVv6P4luLe7ijvWDxMdrSEYYf41mTIMGqIkeO4jeP76sCv1B4qYVJJ6M0nTjJanskM6SD5TUV9p1rqcAhuo/MQHIGenY/pUlvloELqFfA3AdAe9WQK7meaCgAALgAcAAV4N8ZvH11ZapbWOg67CUEUsF/Zx4cZPGHBGOhI617fd3aWNu1xMWCKQPkQsSScAAAEnkivkj4twWlv8TdbSzPyGYM4HQOVBYfnUsDh6KKUdaQHv3we8BnUPCM+ozTS2y35dUmhkKuNrAKRjpjEnP8AtD0r3rFYHgXTRpHgXRLEAZjs4y2O7Ebj+proetMBoz9PpXG+MPh7pXjARC6srVWG7zbhE2XAyOCjjg4PZgQfau0xRigD5B1z4WeKNM1G5hs9G1G8tojlZVtuWH0UsCfoT+FctBpN1NDeuqBXswGlhf5ZMZwSFPXBxn0zX3Bvl+0FPK/dbMiTePvZ6Y+nOa57xP4OtfENp5kBWy1aFjLaX8SAPHJjv/eU9CDnIoA+LK9R+G/xbvvCTpp2pGS80YnAQHLwe6Z7f7P5Yqp418LO+kN4mt7AWEsV29jqtnGP3cNyuMvH6I2QcdieOCK85pAfdGj61p+v6XDqWm3UdzaSjKyIfzBHUEdwavsx7Cvj74fePr/wRrCzIzy6bMwF3a54Zf7w9GHY/hX1tbX0GoWEF7aSrLbzxiSN16MpGQapAOmldR92qEszMelW2jeTq+BVWeREHlx/i1WgI4VMlzGvqwFdAyhlKsAQRgg96yNLj33Rc9EX9TW1US3A838Q6QdJvhJCD9mlOU/2T3FVIW3rXoeqafHqVhLbPjLDKn+63Y15sqva3EkEq7XjYqwNcVaFndHoYerzKz3JpBj3qo6jBPerbsGFVZSVY1znWjOuF44613XgLU/Ps5bCRvniO9P909f1/nXDzsewqxoOonTNYt7jOEDbXH+yeDW1GVpGGIhzQPZKKapDKCDkHkGnV2nlhRRRQBzXjP8A5Blv/wBdx/6C1ctC2ea6jxp/yCYP+u4/9BauWthlQK46/wAZ6GF+A0YuVqRulNiHy09xwazRpIpSj5c1c8PR7tchbH3IpD+eBVSX0rS8MLnVZ2/uW6j8SxraiveMqz9xnUt98UUPxg0tdhwBRRRjNAHnXxJ8PWmo6hpd3dgi1u92lXkinBRZeYZPfbIB/wB9V8uapps+j6td6fcjE1rM8Mg91ODX2x4h0hNc0C90xm2G4iKo/wDcfqjfgwB/Cvln4o25uNT0/wAQ+X5b6pbYuk6bLqE+VMv5gH8aTA8/r6l+BWsPqXw/FtK5ZrC4aBSf7h+ZR+GTXy1Xtn7PWsyRa7qeiHBhuIBcLlsYdCAcDvkN+lCAyfj5qv23x+LFXJSwtkiK+jt85/QrXlNemfG/SJdN+I93dMS0WoRpcIfTgKR+BX9a8zpAd38MruXTfEF1qENo88sdlJFC4HEUspEaMT2yWx+NfVmh6TBoWiWWlW2fJtIViUnqcDkn3Jyfxrwb4e2jQaD4T0+KIF9e1tryaTuIbTDbT6gkZ/P1r6JNNAJRS9aSmBSvh8ua5vUr1La2mnfJWNS5A7gDNdFqmRaOQeRzXD6qftVndRjp5TAe5waa2Glc84uNRuNVujeXB/eMeAOiDsBXRaTqupRgBbyXHbJ3fzrlrVf32z3rqLCLCiuOUmnozvjFNWZsT6rqMkJDXk3T+Ftv8q5S4/1hJ5J6k966OVcRnntXPXK4Oaz5m3qaOKWyPUfhiT/wjs/P/Ly38hXbVxfw3i2+GCxGC9w5z6jAFdpXXHZHnVPiYUUUVRByPjo4tLT/AK6H+VcbGeMV1Pj+UgWUQ/2m/kK5GNxt5rkrfEehh/4Y24bA61nBj5wI6g5q5ct8pqnbqZLlUHJJwKmO5rLY9nspPOtYpOPnQNx7irYqjZwGzgitmOTGirn14q6pr0GeUUb21g1nTLi1eaVUkBjMkDlHRgeqt2IPQ188eO/hTqUfju2+zXhntdZugkc87AyiQqWfcBjPCk54zmvpfNcB8RZjb6z4In8xolXXI0LD/aUrj6HOPxqWB8nXMJt7qaFldTG5Uh1wwwccjsarLjcM9O9dL48NufH2vtayLJC1/MyshyDliTg/XNczSA+7NGmhudEsJ7Z1khe3jZGU5BG0Verwr9nnxLcXEGpeHLmUvHbqtzbBjnYpOHA9slT+Jr3WmAtLSZpM+9FgF6UZpM0maLAeM/FS4uNHvPEFnFbmex1zSDcPGv8AyznhZVMn/fJXP+6K+bD1r648UvbzeOWefa0Om+HbuW4DdMSkKAfqEavkliCxIGB6UgG19N/AnWpNQ8CSWMrFm0+5MaZP8DDcB9Ac18yV9D/s/WzQ+G9Vu3BCy3SonvtXn9TTjuB6/LIQpA796ot1xVhzuyTVY1oBq6SmIpH9Tj/P51p1U09NlnH6n5j+NW6ze4CVxfjLTNjpqcK9cJLj9D/T8q7Sq13bR3lpLbyjKSKVNRKPMrF05uEkzy+N9y1HNz0pbmCSxvpbSX70bFfr700ndXBJWdmevF3V0UJic5qoTgmrtyvpWefvGlFlSWh614R1P+0tCi3NmWD90/4dD+VdDXlvgXUzZa39mc4iuhs+jD7v9R+NepV305c0bnkVock2haKKKsyOY8bHGlQ/9dx/6C1czZAkCuk8bNnT7ZPWbP5Kf8awrGPEYrkr/Eehhv4ZaHyjBod8jrSyDC1TklweTWSNWrjn963PDFuYzcTHOZQhGf7uDiuet431C8itIT80hwSOw7n8q7i0gW3up0QYRQiKPYLXVQXU5cRKy5SzIPloXoKH5FNQ8V0HIO706m96XNAAa8F+MHhnbqKW0eI4NSu1u4H25CTsBHMuP9r90/8AwFq9661zfjfw1/wlXhyeziYJexMLizlP8Ey8r+B6H2NID4zmhkt5nhlUrJGxVlPUEHBFbXgrXm8M+MdL1cEiOCcebjvGeH/8dJrqfif4Zvba6svE39nzWsWsqGngZMGC6/5aIR/tEFh65PpXn09vLbTvBPE8UsbFXjkUqykdQQehpAelfHXXotX8cJbWzrJDY2yR71OQzN85we4wVryypGZnOWJY4AyTmo6AO68J+MtR0zxJ4c8iPNvZMLdLdBuLiRwZMZ/ibP8ASvq7S9STVdPju0guIN5ZTFcx7JEKkghhk46V8q/Bu1t7v4p6OlyoYJ5ksYP99Y2ZT+BGfwr6ws7OGwthbwBggJb53LkknJJJJJ5poCyKTvSikNMCjqI3Wsg9Qa4fblWX1BFd1e8wt9K4vbiZ19CaY0eXxJt1J19DXWWA+UGuanHl63cD0kI/WuksThBXFNanoQLkw+Q1zt6uK6STlMVgX6Z6elZrc0buj1rwNEIvCFhxgsGY++WNdJ3rnvBTBvCGnEHP7sj/AMeNdD3rtWx5kviYtFFFMk828dTFtaWPJxHCv5kk1zYY7eK2fFZabxDdjB4ZVH0CisZ4JEBPI/CuGq/ePVoK0EVrh+Ks+GovtXiCzi6gyrn6A5P8qzrl2CksK3Ph6Uk8TxF+oViv1x/+uqpasmtpFnq90u0rIPoaEbNTyoHiZT3FUYHOwbuo4ruWqPMLY5rgfivbrLpOhTOuUt9ds2f/AHS5B/mK75HDCuT+J0Rf4earKi5e2WO6X2Mciv8AyBpMD5a8eaHD4c8catpMDFoLefEeeoRgGA/AMB+FcxXe/GTB+KutOpyrmF1I7gwpXBUgPVv2f5Wj+I7oDxJYSq30yh/pX1Fmvlz4BPGPiTh2ALWMwQHucqcfkD+VfUuBTQDaKdiimA2obi5itbaW4uJFihiQySSMcBVAySfwqc15L8RvF2n3EM0FxKToNpJtvDG2G1CdeRaxnuoODIw4A460Acb488UtF4X1G+bdHqHiqUGGJvvQ6dHxHn038t/wKvEq2fEOuXviTWZ9UvmHmynConCxoOFRR2UDgVjVIFm2tpry6htreNpJpnCRooyWYnAAr6+8HeHE8LeE7DSBgyRJumYfxSNyx/Pj8K8w+B/gL95/wlmpQEKuV09HHU9DL/QfifSvc9oPfH1q4oCrIMJVY8mrlztBA3ZqqgzKB/tCqA6GIbYUHooqSkHAxS1kAUUUUAcH47sPLmg1FBw37uQ+/Y/ln8q5eJ89DXpniSCO48PXqyYwsRcE9iORXlNsWLjriuPERs7npYSd427E9xyCKzXX5jxWxJFlCfQZ6VmyKN9c6Z19BkEr280c6HDRuGBHqDmvb4JRLBHKOjqGH4jNeHuPlPFe1aaCNMtQeoiQH/vkV2Yd6M8/GLZl2iiiug4jl/GUZa2tX7CbH5j/AOtWVaKAorb8Xsq6ZCT189cfkaxbVgUFclb4zuoP92ST/cNYl5nGB1JrZm5B9Kx7wbWyPWs7GyZe8I5j8QhW53QPj8xXdFQLhyO4BrhtEYJ4hs36BtyH8VNd2T/pBH+yK66PwnFiPjBulRKcGpu1Qkc1sYDs0uaaKUCgB1Boo7ZoAzNc0Wx8RaPc6bqUXmW064bBwykdGU9iDyDXzt8UtG06K0OorKz6rbXP9n3UpG37T5YwJiv94j5SehKk96+mG5OK85+Jng698X+HpsIIJbKaSS3jiUO9z8oVATxjLE5z0FDA+U6t2Vlc6lfQ2VnA89zO4SOJBksx6AV6hd/AXxGLfT59NurO8S5jRpdzeWYS2M9fvAZ6jnjpXq/g/wCDmg+GZdN1J2uJdYtAGeZZSI2fGDhfTmpAwvgv4FtdOsZtT1bRZrfXbS6eJJLgMCqlQPlGdp6kZxXsB6U6mt0qgAGg9KaDS5oAqXv+qNcfIMXb+/NddfH90a5WcfvwfaqQ0ea6qoTXbggdZD/OtmxkGwfTvWPrmV8RXiDp5mfzANWrSbYgzXFPc74bI3DJhazbmMtnAqzbFrgnA4q5LZqsXTmsmao7X4eXHneFYY+8Ejxn88/1rra86+HN2Ib3UNOb+ICZP5H+lei11wd4o86qrTYUUUVZmeY+IlJ8VXf+8v8A6CKBCrRYIBqbxKhj8UTH+8Fb9Mf0pYcFK82t8bPXo/w0ZF3YRFD8gFUNIb+ytdtrlThUkBb6d/0robhAVOKw54vnJFOk7MdRKSsezE/ISPSs4AkkYx60zRbo3WhWs2fmMQBPuOP6Vc2h13CvTizyGrOxGFZORyKpa/anVfDOq6eB81zZzQge7IQP51ooeMGnbASKbEfG3jmd9S1S11Plll0+0WR/+mghAP6qa5GvSvFfh57PRvEi7cyaTrawgHqtu6yGP8Oa81qAPX/2exCfiBc+YqlxpshjJ6qd8ecfgT+tfTnFfIHwf1QaV8TdHZziO5drVv8AtopVf/HttfX1NAFIWABJIAFZeua7pvh+x+16ndJBGTtQcl5G7Kijlm9hXg/xG+Jt9qKyae3mafZHj+z43xczD/puw/1a/wCwPmPfGQQAdZ48+Lmm28M+n6ZdNLGuUmmtnw0h7oj/AMI9X69lGeR4Drmv3evXKSXG1IYU8u3t4xtigT+6i9h+pPJJNZtzdSXUm5gqqOFRBhVHoBUaI0jhEUszHAAGSTSAir2X4UfCltbaLXvEFuy6WPmt7ZwQbk/3j/sf+hfStf4afBdiYdb8VwYAw8GnOOT6NL/8T+fpXuwAVQqgBQMAAYAFNICJY1ijVI0VUQBVVRgADsB2pj1L9046imMy9xVoCjLy9Fsu66iH+0KWQjccdafYDN7H+JpvYDdooorIBKKKy9a1VNI0952wZD8sa/3mobsNJt2RgeMNVH/IMgbLNgzEdh2X+tc7a2oAHFQxGS5uGmlYs7ncSe5rWjUBa8+tPmZ61Cn7ONivcIDEQaw7lQvSt26bAOa565LTTiNAWZjgAd6yirs2k7K5a0LS5NY1eGDB8pTvkb0Udf8ACvYQAqgDoKwvDGhjR9PAcD7RLhpT6ei/hW92r0acOVHkV6nPLyHUUUVoYnK+N8jTrYg8C4GR/wABNY1hJmMc1v8AjSLzNCL4/wBXKrf0/rXK6ZL8oHeuWt8R3YfWFjTlPFZt2u4GtCRsrVKYcGsepuloJpMmdV08d/OANd/IcXePVa880vC63Z56Cdf5138r/wCmj8q7KGxxYj4izUTDmpAc0jAmtjnGUoNJikIxzQA/rS59KaOlOoAZzup6jmg00HBPNAEgGPYCl7U0HiloATvTWpx6000AR96XNIaTOBmnYCrenKEe1cvP/rR9K6S8YmN/yrnJBmUfWmB5xrmD4pu/94f+girduiMnI/OqOsc+ILxweRKR+WBVu3beuB1rjnuz0IaJGxp23DYH0rTlAMeMdqzdOTYoHXPWtN+IjWbLV2yt4Zm+yeNLU9pt0R/Ecfyr1yvFYJjbeI9OmB+7cp09zj+te09q3ou8TkxKtIWiiitTnOF8Zw+VqtpcgcSRlD9Qf/r1RgPyCuj8Z2pm0Tz1HzW7h/w6H+dcvZSZQc1w142nc9PDSvTt2Jpl4rMni5Naz/MDiqM6/Kazjuay2Om8IXW7Rnt8/NFKR+B5H9a6GE4yv41zvhOADSZXUfO0xz+AFbn7xCG7V6cPhR5VT42WyoJoAxSK2QCKdTIOU1nwJpOrrrzsrpPrVusNw27K7kHyOB6g4/KvmLWfA97pXhyTVXJaSzvpLDUISvMEg5Rh6qwI59frX2RXPa74V0/WdO1q3eILJqtusMz+rIDsb6jPX0A9KQHx/wCHWmt9cs7+NWKWU8U8rj+BRIoyfbJA/EV9o6rrOnaLp8uoaneR2trHyZZWwPYD1J7Acmvj/QLafS/FVxpF8IYPOSaxuftTbI1yCCzHttIDD3UV0F98RpDY2qFP7R1i1TyUvrwiSC3C/KGgixtyQAd7gnPpSA6T4mfEHUb1or7S9M/sy2lUxW+oXAC3c6c5MSn5o0P94Dn17V4ozM7FmJLE5JPetn7PrnijXSgivdR1K4OSCGeRvc+g/QV654O+AEsnl3fiq58pev2G2bLH2d+g+g/OgDybw74X1nxXqP2LSLJriTje/RIh6s3QD/Ir6T8AfCPSfBoS9u9l/rA588r8kJ9Iwf8A0I8/Su40nR9N0TT0s9LsYbS2TpHEuBn1Pcn3PNaFNARE4NNJp0gyKYDkVSAYx9qiZ8DBFWSwAqvIwPamgKkxGeBiptNGbzj+6aZImI2c8elTaWp8927BcUPYDWooorMCJ2VELsQFUZJPYV5lruqPrWqlkJ+zx/LEPb1/Gt/xlrflR/2bbt+8cZlIPQdh+NcrZQ8g1z15291HbhaX22XrSHavSrbnC8elNT5U9Khnl2qc1xM70UdQn2xnJ/WtbwPo/wBouG1S4XKRnbCD3bufwrBtbSbWtYjs4c4Zss3ZV7mvWbO0isbSK2hXbHGoUCurD0/tM48XVsuRFmiiius88KKKKAMvXbf7Vot5EBk+WWH1HI/lXndi+Oe1eqSLvjZfUEV5VbJskeI8FGI/I4rnrrZnZhXujXByvWoJe9Pj4TFMk6GuY60UfNa3mWZB80Z3D6jmu1066N5YW12esiCQ/jya4mZevuCK6fwnKJdAsxnO1Nn5V14d7nJiVszqEOVBpScGooD8mPSpSMiug4wxTStCntT6AIQSDg04HNOIBpAMUAI3Smbvmpz1Bk7jTQFkHNOzUSnipAaQCmmmlpCaAIzTGOBTzUZ5NNAUL47LZz3rCA3SD25rZ1E7oio9RWVgRrIxP3VoA8p1CQvq9y+eszH9TV20OSBnFUdRjMN/Kp6hjmrdicsoriluejHY6axHyCrsn3Kq2IAUVZmOFNZs0Rz2oP5dzHJz8kitx7EGvcUbdGreoBrwjVCXlVB1ZsAfWvdohiFAeyj+Vb0NmcuL3RLRRRW5yFa6t0ubWWCQfJIpU/jXmlvG9rcS20vDxOUP4GvU+1cH4rtPserR3qjEdyuG9nH/ANb+RrCvG8b9jqwk7S5e5EuCtU7lcA1agO9AajkheVwijLMcAeprlR2s3/CG7+zpQwIUykqfXjmugxyRVSytl0+zgtxyEXDH1Pf9avYBFelFWikeVOXNJtESfK+3selSkUxlOPcdKbNdwW0BluJUiUDJLHFMklFec+M/i/oXhffZWR/tTVM7RBA2URv9tx39hk1F4n0fxX43u5bWy1O50nQDgFvK8t5VxzhQd75OepRcY4aodC+F1npK+XplpFaMeJNSvVW5u3/3E/1cf1OT6r3pAeK6tbeIfGusnVtYSDT4rjaEJi2K3oscagvK3XoCfUivSPCPwbJRJZ4pdOhPLXE6q17J/uLykA9/mf8A3a9X0bwppOiTNc28DTXzjEl7cuZZ3/4Eeg9hge1bmaLAZOheGtI8NWht9IsY4A3Mkg+aSU+rueWP1NauDSg0tMBuSKTfTjSHmgBpIIpMAcUpXNJtIoAQlQORUbSIozgUsynZmqjKz98CqSAiuJjKcdhVvSR8034VTdMNiruln/XD0IolsBpVl61qsWkabJcvgt0jX+83ar8kiRRtJIwVFGWY9AK8o8R64+uapiMkWsR2xr6+/wCNYzlyq5pSp88rFZJJb66kuJmLu7FmJ9a2YYlRB71TsbcKoJFXmbHPpXBJ3Z6sVbQWSTaMVk3twWxGmSxOAB3NPvboKCAea6Pwp4dZSmp3yfvDzDGw+6P7x9/SinTc2KrVVONzU8K6F/ZNl5sy/wClzAGT/ZHZa6Silr0EklZHkSk5O7CiiimIKKKKAE7V5hqMZtvEF5H2EpI/Hn+ten15/wCLrcwa/HcAfLNGD+I4rGsrxOjDO07EUfP0psgwcUtud0Y9hSyLkVyHetyjMOlaXw/n83RyufuTyL/48azrjgLx3qb4bNm1vk/uXcg/WurDbs5sT8J38fDH3qaoR61IDXSzhEYYORTgcig80wfKcdqAJM0lHamn60AI1QH71TGoD96mgJl6U8Go06VJSAWkPSlpDQBG1Rt0JqRqjPemBk3DE5+tUb2PyrE5+85xWr5Q8wliOtZWsyZlSMHgDNUB5l4ihMV+W7OAR+HFR6efmWtbxTBiKKTuGI/A1iWDYkFcdVWZ30ndI7Cz5QetS3BxGaisyTGDTb1yIz9KwZujBk/fazax5HzToPzYV72BgV4Lp6mfxDp47tcx/wDoQr3vtXRR2OPFfEhaKKK2OUSsfX9O/tLSZo1H71RvjP8AtD/OK2KKTV1Zji2ndHm2mvvi5yDW5pFmZr4TFflj5z71Uh01o/EN5aJwm/ePZTz/AFrrLWJIYwqABR0rClSd7vodlWsrWXUU4IINPVscGkZBmjGOldZxEpGar+RFFL5oiXd/exkj6elSq3Y0/GRSAUEEfWjFRDKHjpUoOeaVgEopeKQmgAozTeaTafWmA/IpOKZg+tLtzQA/ikJAoxioJH5wDQAk7lhtXqarOpVSM1PjHNRspKliMAVSArKuTmrml/dmP+1VZBiBj39awtd12TRdHdYARPcNtV/7oxyfrSk9BxTbsjP8c+JdzNpNm/yg/v2B6n+7/jXL6dCXYMay4y085LEkk5NdNYRBEBNcNSVz0qUFFWL8Y2IBVW8uhGvWpLmYRRg561f8N+HTq0ov79T9lU/u4z/y0Pqfb+dZRg5OyNJzUFzMXwx4ba/kXUb9P3IOYo2H3z6n2/nXofQU0AKAAMAcACnGu6EFFWR5lSo6krsWiiiqMwooooAKKKKACuV8a2hl02G6UcwScn/ZPH88V1NUtStRe6bcWx/5aRlR9e361MldNFQlyyTOAsn+Qc8VbccVl2Llcq4IKnBHoa1MgqK4T1LmfdAjtUnw8Xy7nWYv7t4T+YBp12uYx7VB4Nl8jxdqdseBPFHOvvj5T/St8O/esY4le5c9FzxS54pcAim4rsPPHBx3pTzzTNmaASODQA7IpPxoopAIxqMAZp5pnGfemA8U/vTV606kwFpDSikI96AGNVds5NTt9ahbNUBD5fOT0Fc/fHfdyN2BwK2by4MabQeTWNL87MT3pgjmvE0G/TWIHKnNcfaNiRa9Vi06PUZjaSqCJYZAAfXHB/OvKYlMdw0bcMrEH8K5qy1Oug+h19i58oUX7ZiI71BYMTGBj2qzcRZUk1yM7EjM8OxiTxbpUbdPtAJ/U/0r3TtXiHhPEnjjT884kJ/8dNe39q6qPwnBifjCiiitTnCiiigDPa1CanJc8ZkiVPyJ/wARUsfBxSyNmbjoOKUdc1S0QXuOak4p3WmsMdKAEYY5pQ/rSg5FLtFABkGgYpPLB6cUbSO9ADs0YzSA0tABtoIpc0UgEx7UvSgkDmo2kFG4CSv1A61GsYHJpNxJ+UdaeEJ+8eKoBOvA6CoJ3J+RRUztgbVpsUQ++aaArzr5VqF7muN8aw79JhcDlZQPzBrr719zhR0FYHieLfoMh/usrfrUz+Bl0/jRwVlbYYHmttH8tBzxWfanb9a19O0ybWroQRfJEvMsmPuj/GvPs27I9S6irstaNora9eLJIGWyiPzt/fP90f1r0SONIo1jjUKijAUDAAqGzs4bC1jt4E2xxjAH9T71aHNdcIKKsebVqOo79B1FFFWZBRRRQAUUUUAFFFFABRRRQB5vrFv9j1+6jxhZG81fo3P880+NvlHvWr40t8PaXgHIJjb+Y/rWLCSyda4qitNnpUZc0EOnUGJvXFZFlL9j8Z6VP0WYPbsfr8w/XNbDkFcVz+s7oY4rpeGtpknH/ATz+hNOk7TQ6ivBo9bU8UtVoZ1kto5QeHUMPxFSCYdDxXfY8wlprYpu8Gmke9FgH5zQPpTRSjg0ABxUfGetPIJpu00wHLUlRrkU7NIB2aaWFBPGKTFADc5zxUM7iNCxqdiAKytSm+TbnrTQGfPKZXJ/KmxxFzk0+GEvyasPiGEmmA3Sf+RgjGeFjYD8q808S2X9n+Mr+HbtVpi6j2bkfzr0Cym8rVIZuwlUE/Xj+tc/8TrLydfsb5RgTRbGPup/wI/Ksay0NqLtIz9PHy4rQuF/cn6VQ00blq/cn90eO1cLPSKHgNC/ji3yM7Ukb6cV7PXkPw4j3+MZ3Of3cDY/EivXq66fwnm4j4xaKKK0MQpCcAn0pahuGxER60ICunzMWPU1LjioYzU46VbBCqaUjIppHNKDSAaQR0pQx70+kK5oAMmjJpAcdadQAnNHalooATmjdS03AoADz3pu1T2oPHSkwTQA4ACgnAo6CoyNx56UAIME+tPkISImnKoUVVuX3fKKe4FJ8u5Jqhrke7RbkEZ/dmtPaFNUdZVn0ydVBLGMgD1NOWzKj8SOD02wuNRvUtbdMyMeT2Uep9q9T0nS4dLsVtouccs56s3rVTw7okejWQDKDdSAGV/f0HsK3BXPThy6vc1r1ud2WwtFFFaGAUUUUAFFFFABRRRQAUUUUAFFFFAGN4itftWh3KgZZB5i/Uc/41xNs3yjntXpToroyMMqRgj2rzhoTbytGeWjcofwNc9dbM7MLLRomcYGaz9QtlmgeNvuupU/Q1o53L71XmA8s5rDzOtI6LwlfLe6FBFJjz4F8px7rxmtwxA1xfhlY11GWIuVeT5hg9cV2ihl4Y7h616MJc0Uzy6keWTQww4oCH1qYH1pCuelVczGAYFHNBBFJuI6igLi7uKUMKZvpwZaAuOzzS9qaGWk3igdx+aQtgUwuKjeZVHWiwriSyACsq6HmToMVZkkz8x6dqpyTc5HWmBNkIoAwKq3AMmBnik3O5PWnCB2xnimBn3hEMI29Q4bj25qf4lW32nw7bXajJgmVs+zDH88VHqKAOidSa19btTqPgOaPG5/socfVQD/AErOpqaQdmmef6UfkGKv3ZAiJPSs/SSGRD2Kir18f3JzXns9VFj4YRZ1vVJv7sYT/wAe/wDrV6lXnXwsXK6vJ6zIP0Nei12Q+FHmVnebCiiiqMgqtL8ysT6VZqrKwU+XkbiMgZ5IpoCOIcVLSRgBRT9uapgFNpwU0EH0pAFAakFBFADsg0YpmKMnvQA/FJg0A0ZoAMGl4pMiigBeKQ0n40HpQAYzRgCkyaac96ACR8Diq7D5SalIyaa+MVSArEZbAqK4C71DDIyMj8asqMyZqrcnMjYqgN+iooHEkEbg5DKDUtYgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUANA4FcLrEQtdcnUjCSgSr+PX9Qa7uuY8W2ge2huwPmjbY2PQ//X/nWdRXibUJWn6mAWG3A6VBMwKZ/SpQuI+vTrTGh3DNcbPTjYx75pIQsyM6PG4YMjYII969A0nVJLiGITqcuoKue/1964+eNJEKyKSvQ1ci1C/ttL+y2yW8wA/dtMGyPrgjNdFCqoq0jmxFFzs4ndHOM4NKDWV4f1OW+slW5VUukHzqpyPqPatnA9K6k0zglFxdmM4NMIxUu0UmwGncRA2O4puAxwDVgxe5pvlEdMU7iIvLI75o27RkmpCGUfdJqtL5rnaFYCgRG8hJIGKhZj61J9nkxgIaPsbnjgcUwKErNI21eakjsjgFqvxWYjHYnrmnlcfhTuMq+UkSE45qPcAhbFPdXkbaMAZx1qvfbljCBwAetIDKmfz7pnPRQT+QrrrOES6HBCwwHtwpH1WuXSBUgnfGcJjJ9zXV6X5n9mW/mfe2D8u36VMiuh5RpkRikaL/AJ5kr+RxU2rtstmYntip7ZkOpX5ACgTv+HJrP1lw0bc8CuCW560NVc6L4UPutNUHfzUOfwNejV5l8KlfzNUIP7sbAfrz/SvTa6o/CjzKvxsKKKKozCvO/F91dP4gi8velvBHhZo2wQ+eR7dq79yQjEEA4OCa8zvpJpLlpI5nLFjuxhvwZT94e45rfDr3rmVXaxbtvEer265E8FygPCzDnH+8OfzzWjF4/s4iBqVnPa+rp+8T9Of0rl5pbdB80VqHxkkloz19KpGS0lkKPCu3n5hc10unTl0MlKcT1DTvEei6qpay1K2lI6rvAYfUHkVrcMMjkeorxS5Fs0AtYEijRZN+Fw2T3JJ6n+VXbV7iGLZZ3l1bYXC7Jjx6cHisvq19Uy/bpbnrwxRgeleSReIPEtuAF1dnI4PnRq2alj8feJLcgPFY3I56oUz+RqXhanQarwPVio9KbtFebR/FK7hVjd6GpK94rjGfpuFX7H4qaPdQtLJZX8SoQHYRhwv1wc/pUOjUW6LVSL6nc7aNtc3D8QPC80Syf2rHGrHaPNR059ORWrBr+kXP+p1Szf2E65/nUcsl0Kui9sNJtb3oSaKT/VyI30YGpRz70hkO007tUmKSi4EdMZvQVPioz1oAjAY9jTWUnoKmpDjr0+tO4EPlkck1TkQBj9adeatYWakz3cSgDJAbJ/Ic1zdx4ysZDItnHJMV/icbV/xqtUrsFq+VbnW6SzNpsW8YILD8ia0KzdDuWvNFs7hwA0kQYhRxzWkayB7i0UUUAFFFFABRRRQAUUUUAFZ93rOl6dPDDfalaWs05xFHPOqNIf8AZBPP4V8of8Lt+If/AEMP/klb/wDxuqS/FjxsuoXF+NaH2q4iWGSU2kBJRSxCj5OBl26etAH2BqN9b6Vpt1qFy+y3tommlb0VRk/oKo6ZqOpXEDz6npq2CbPNREnMzhcZIcBAA3spb6+vyhffFzxzqVhNY3et+ZbTJskT7JAu5fTIQGmWvxW8ZWVxPPa6pDDNcOXneOwt1MrE5yxEfzHr19aAPqzT/EQvLG91GfT7+0tIJikPm20nmzxhV+cRbd4yxYAYyQue+BSvtXjufA91q+qWs2lxbJJDHcKd6IrkIWGAQWAU7eo3Y5xXzJbfF/x3aNcNBrpU3Evmyk2sB3NgDPKccKOBxVSb4l+LrnT4rCbV/MtYp/tCxNbRFS+8vlvl+YbjnByOnHAoeo07O570b2/jsdKL6aU1HUmxBZvMFKj5zmRsfLhELMMEjpyauEak1tF9mgsJJS7JKWvXWJCOuGERYnpwVHXPSvnYfEbxYJbeX+12MluZDGzQRkgybt55Xkne3J9eKdF8SvF0CyrHq5UTSGV/9Hi5Yqq5+7xwi/lWLpam8a7W57zcXstrosuoXcdrLiYwQx2M8kxlkB27BujTJ3fLxnnPPBrQihuYI41uoliuDGjSRo+8IxUEru74zjNfOMXxC8UwrYLHqhAsEKW37iL93lSpP3eWwT8x55PPNTp8TPF8cUcS6vhI0WNR9mh4VVCgfc54AH4UnRXQuOJ194+i/tMsLgq7LxglTg/nUzXeriMvZ6zKDjIWdEkX+QP6182t8TPF7/e1fP8A27Rf/EUg+JPi4KVGrnB6j7PF/wDE0KE1swdam90elSfHLxJpOqXVhf6dp155Dld6bosj8Ca27L9oXS32i/0K8hPdoZVkH5HBr56u9SvL65kubmbfLIcs20DJ+gFQefJ/e/QVum7anLK19D6wsvjX4IvCFfUZrUn/AJ+bdlA/EZrpbPxn4Z1FA1pr2myA9B9oVT+TEGvirz5P736CmmRj1x+Qp3Efd0csVwu6GRJVPeNgw/Sgxtn7r/ka+Fo7y5hOY55EP+yxFWP7b1UDH9p3mP8Ars3+NO4tT7e8tvvOCo96jM9umWaWJR/tOBXw/JqF7MSZLud8/wB6QmpFZ2UEu5yP7xp3A+131TTYF/e6hZof9u4QfzNVJNa0vGf7TsACeP8ASo//AIqvjP65P1pCQwwVGKLgfYT+ItEtULS61pq4z/y9x/41yWq/FLwfYuxfVftcg/5Z2kZf9eBXzQUQ/wD6qTaB60cwHrniH42XN1aTWuh6f9lEmP8ASJ2DyAeyjgfjXufg2+efwFo15cOZJPsEbysSSSwTnJPfINfGccTSyLFEpLyEKoHJJPAFfXGt3f8AZWhad4fhYmY26I5xgiNQB+GSMfgaiUupcYuTsjnbRXaGac9Z5DJk+5zVDVwGtN3IAPNbchCQjgcDpWPqw8y22jArje560drHUfCqDZpF9Px+8nC9PQf/AF69BFcB8L5gdO1C3/55zhvzH/1q78V1R2R5dX42FFFFUZlHVJvs+nTydwuPz4rza8khSdnYMCevpXceKbgQ6eibsGR/zwM1wjCOUlXxz6967cMtLnNWetiP5JwEE746EMarvpYbLIAT6jFTfZWjcleR2U/41EkoQ7GA465rqXkYeoxI3gz+6BHcjrVmN4XGC+wkdGGKifhVIOQR0pkjIyhWHGPXpTETy25wDtDL6jFUHtiwbb6k1ORLEcxuSmOmccVIbrahEmDu45GD61SEzLMiRRyCaLzE478g0llEgt57qJQrh8R4HyuB1BB7VLMUijkDAEMf4hkCrvh0rFpL7N2ZCzncm4cHnjPPSiTsOJz2pRxfbLOFLb5Bvm8qXDYB+XHHbK8VZh05LqTLWqRIOpAwKdExk8WXQ3CMQxpFleMHajH9WNa5Q5ZASfrUQta453vYzk0eKNmMMpTH8QOOavJBqCooh1O7TA6C4b/GpjCBHknn0FIPMLE8bcU2kwTYJd6vAw2azfnnvKW/nViHXPEzzhItVmCDqzojf0qCN3ILFOg/HFTQPtAOwoDwOah049hqcu5qTeJtZgwGvU+boTEM1j6r4w8QtKq6fqsYkK/NB5Sb89iM9c+lS3aJcxAgcisB7dlLLuDRk5wfy/lUeyi9Ui1UezZ058QahLah3vZQQAHLHZg45PaoXuo50D+e06Ecszk1gx79zBWcqeqkbhncOx7Bc1qRSGNNsMURTvix6/h60uVRKu5FHVbow2T/AGQGQsQVEa7iR6ADmooZJ40YXEXlSSoGVG++Bnv6H29q0He/dAqRyQRdW3lYVH/fPzVhz3ER1WOKI/M4KkgEKSAOmee9Y1namzfDRvViezeE8jwtpu7qYFP51uVjeGCv/COWAUsdsIU7uuRwa2a41saz+Ji0UUUyQooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAq0jfIv0qrVhc7B9KaAdupNxNAFO4pgJRS5FIelAGr4Xha58W6PCoyXvoRj/gYr6RvpDf+K9RnYnEUnkIPQIMH9cn8a8I+FUfnfE3QFwCBcEkH2VjmvcGkK6hqsrdTdy9P941jU2OjDK8mLcnKt3xWbd8xkdeKtLMJCRVe8+5xXM9T0LWNv4YybLzVIOMkI/8AMf1r0qvKPh2/leKbhc/623PH0INerV1Q+FHmV1abFoooqzI47xtuElm2TtAfj8q5E7fPKudpHQetdx4uhlntLYQx72DEnkDjHvXHSaXeScNDn6sP8a76ElyK5y1U+Yi8x4SuBvQ9Vb+lJ5ltcjG7a5PR6nGn6iq7RDkL2LL/AI0jaPcuqq9sy+6uv+Nbc0e5lyvsVbi1eNiVXI7EY9KquCSd/HHpWmNM1KBgkaZU9FLgj9TTbjTryaLBgAfpkMP8apTj3E4vsZ29txAwwIHT1oMuUAbBXr8w9qtf2Re7si3PT++v+NV59I1B0K+QeMfxr/jT5o9xcsuw4LHJZSYTO7PBGccVJotuX0xlYMSjSBcnBHHUURabqSRARgoT2JUjp9au6PYXca3IMO0FjnDDAJz0GfpUSku5UYvsciY5W13VXiGSt3IDx2CQj+tbex1PUjgHpTrHSL+LxPqJNt+6kmLg717rH2z7GtO/025WUskJyR/eHH60QmkkrjnFt3KLSEQth84PGO1IPNCJh8k9eKeNL1ARENEdnUfMuev1qZNPvVTd5TEjtuX/ABq+aPcjll2GIrs4+UYxjkVIGOVUqCMfwmp47S58kDyGxnk7xn+dWo9L8zaohdSOo3DH86hyj3KUWZkrxpGBg/nmqEyxkAkHOCea6RtD3gAowA6DI/xqN9AVhzEePcf40lOK6j5ZHOiFTgqoCgdQKlE5hiKCQg/3ia2f+EXcn90Dk9mIwP1qufCd3JJuYqR/vUOcX1Dll2MtYRcYTzySeW+npVm20uGfUY7S9QrZzsGjuUI3wSgY/FSMflWivhaeD+M/QEVastBu5dRt7eTCxF95bcCcDk1lUcJRabNKfNGSaO20rThpmnRWnmmQR5+cjBPOa0KQDAAHalrgOptt3YtFFFABRRRQAUUUUAFFFFAH/9k=", "path": "000877.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000878
Men Tshirts
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", "path": "000878.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000879
Men Tshirts
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", "path": "000879.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000880
Men Tshirts
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", "path": "000880.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000881
Men Tshirts
{ "bytes": 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", "path": "000881.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000882
Men Tshirts
{ "bytes": 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", "path": "000882.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000883
Men Tshirts
{ "bytes": 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", "path": "000883.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000884
Men Tshirts
{ "bytes": 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", "path": "000884.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000885
Men Tshirts
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", "path": "000885.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000886
Men Tshirts
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", "path": "000886.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000887
Men Tshirts
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", "path": "000887.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000888
Men Tshirts
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", "path": "000888.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000889
Men Tshirts
{ "bytes": 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", "path": "000889.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000890
Men Tshirts
{ "bytes": 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", "path": "000890.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000891
Men Tshirts
{ "bytes": 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", "path": "000891.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000892
Men Tshirts
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", "path": "000892.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000893
Men Tshirts
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"path": "000893.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000894
Men Tshirts
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6hHas1vAsexCc7R2rhZIfFkUJh/s6QLxhgQeR71LpPhfxHdN/pE32ONjlix3OfoKGlbVle0k9kbOo3k+qXy2OnDddSjDMDwi+rewr1zwP4dtPD3h+OKAmSac+ZPMert0/ADsK43RNEt9EtTHblmLHLyOcsx9zWxpeuyWXjE2bufs0ttF8pPAJJGR+P86qlJXsYV4txuehUUUV0nEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADcjmsXXCN0I9Q39Kf4i1y38PaU97ONxHypGOrt2Fcd4X1y98SadPfXzgsblljVRhVUAcD8c1lUmkuXqdVDDza9rb3V+Zzmu6HeaBejVtFDNbF99xar29Sv8AhVqy8cW12FJYAM21VHUfWu3aIOmDzxXCa74Esr6dp4Wa2uCc74+59x0rnT7nWasPiGzukc/IM/KATyf8msXUPElnahAG8uQ5GwHtXNyeBdatXzb6oGznJZCMflVY+Ar+WUPeakuTydiEn9ad4g+boW9U8URyYhgLSyPwsa8k1reHfDrWrfbr0h7thxjpGPQf41Nofhqy0kZhi3Oesj8sa6MR7VqZS6Ivla1Z1XhqeGO2MTyoryN8iMwBbA5wO9dH3rwf4iXL2+laTcQuySw3THcpwVyvGD9RXo3w58USeJNAzdNuvLYiOVv747N+P9K6Kc0/dOTEYWSh7VbXO0ooorY4gooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBKKhuLuC2XM0qp9aoXmqYULbnqOWIosFifUbiIW8kBb53U4A7fWvIdH0mHRfGGuRbNsk5E8bEfwN2HtnNehF2MpdiSS2STWR4g08NcWuqxLh7bKy47xHr+RwfzpVIXib0Woy1L0HKD6CrI+7VWA/LkHg9KsqciuRHWRMMNUMm0DkVafFQsAQallIypkRjwKSKGrTxAH3qRIwFzUlNlWTheKwYw0/iOaYDIjiWMn0PJ/rW1qE8drA8shwqgmqthaNbw5l/wBdKTLJ7E9vwGK3oxvK5hWlZWO/s9XtZbeLzJRHIVwQ3GD9a0ldWGVII9Qc15y7sIlUc4Oabband2cizW8rIcBWXGQQe+K6rHFynpVFchp/jSIv5GpR+XIp2mWMZUn6dRXVQXEVzEJYJEkjPRkORSJasS0UUUAFFFFABRRRQAUUUUAFFFJmgBDnsKQkKMnpXPa34z0bRS0c1yJZx/yxiO5vx7D8a861/wCIV5rkUlpbJ9lt2ODtbLsPQnt+FZTqxgtWd+EyzEYlrljZdyT4na1HqF9DbW0yyQwIclDkbyefrjArR+H7L/widoi8HLE+53HNefXnzBVHQDFdf8PbxRaS2JIDQuWUeqtz/PNcUanPNtn0eMwX1fCRhDaO56Ci8VXnj56cGrMbAiiRQV5rax8+m0ZcsIA6dayZ4RvJxxXROq4qhNApyQKzaNoyM6CHPOKklG1TV6KEKvSqt3hFJOAACT7U0gvdnnPxEl32drb5+Zpt2PYDmj4feIH8O6g8pUvFImx4843en41ieIb7+1NaklU5hi/dxn1Hc/nVKKXyuBWbm4tNH0OFwUZYdxqL4j6b0TxBp+vWgmsZdxHDxtw6H0IrWGcV8nm+uYpI57e4lhmRtyvG5Uj8RXonhX4u3lqyWuvJ9qh6C5jGJB9R0b9D9a66eIUtzwcZklWm26XvL8T2vml7Vk6V4h0nWYw9hewzHH3Q2GH4Hmtaui9zxZRlF2krMWiiigQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRUcsscEZeRwqjqTWJea4xylsuB03nqfoKdhpXNi4uobZd0sgX0Hc1jXmuOwK267FP8bDJP0FZbyPIcuxY+pOaTbx1P1zTURpEM00sj+Y7MWJGWatJvnXk1nyYKHGce1Xrd/NhVmHHQ57GqKEKkHI/WpFIcbSA24YIPel4xg9ajRW6jAOeSPWkxGeIW06XyW+a2J/dP/d/2Sf5VcRxmn3M0UVsz3TRrD0y54Pt9arLAuFeNyEIyFfqK550ne6OiFVbMsMQRUDjPSmyN5bkE8imrIH71zvsdK7gqZNOkZYkJJxgVKiY5rA1Wee5uBZ2+dzHH096SGU0dtf8AECQAf6BZ/vpT2dv4R+fP4VtPjdnux/KksLGHSdPW3iYtJKxeV+5NWIYC53Dpzgmu2nDlRxVJ80tCoYiTtHfpULxHhcZzxn8a1DbAAZ6Dkio5fKt7d5X4SMZJNaGZzCsGv7gdR5pHX0OK1LSe6sn3W07Rk9QDwazNPiMkjSN3Ytwe5raW3XbyP0oGbdl4nuUwt1EJR6rw34dj+lbtlrFlf/LDMBJ3jf5WH4Vw4RVPQ4+lKdj49R0z1FKxPKej0VxFnrN/YkKz+dGP4ZDn8jXT2OrWt8AFfZIf+WbcH/69KxLVjQoopMikIQUjMFBJPArkvEPj3TdEdreL/SrodURvlU/7Tf0rzPW/Gur63uWScwwH/ljF8q/j3P41jOvCB6mDyfE4m0rWj3Z6hrnj3RtG3RiX7VcD/llCc8+7dBXmWu+PdY1ktEs32S3P/LKA4J+rdTXME5ppFcc8TKWi0PqcHkmHw/vSXNLz/wAhGY/5706I4x9aYelLH0PtzXO9T2kklYsyOTgVY0rUH0vUorqPOB8rj+8tUWBbkGo5Z0gjLzMFX3701e90ZVacZwcZ7M9r03U47mFHDBlYAhh3rTaVducjFeHaPr+o2EheCQJCekLDdn3PpXTaT4yu5r9Yr5ovJcEDamMN2710xqrY+Xr5RVjecdYo9EZ1YfKc/SoduTisSPU0L7o2yPTNa9rOJxkDtVHmONiWVliiJYgDHWvPfFuvtJG9pbsQpOGYVs+L9bhsB5Mk6q2OVDZP5V5ndXv2pzIpBXtjnFROdj1MvwLqSUpbFV8KKhHNSMC5qRY8CsD6Xl7FZxgJj1o2c1LKvzhR1C5NCjIFAuXUntppIXDo7KwPBViCPoR0rs9E+JWuaUVS4k/tC3HVJ+HA9mH9c1xUYqUfrVxqSi9GZ18DRxEbVIpnv2g+PtE13ZGk/wBmuW/5YzkKSfY9DXUg5r5ax3/Wum0Xx1rmihY0uTcwL/yzn+YAex6iuqGKX2j5rFcPSWtCXyf+Z9AdaK4nw78RtN1hlgusWVyegdvlb6Ht+NdqGBGR0rpjJSV0fPVqFSjLlqKzHUUUVRkFFFFABRRRQAUUUUAFFFFABRRRQAVUvL+KzX5vmc9EB5qW5nW2geVuijp6muWlle4maRzyTyaaQ0rjrq6lu5C8rYUHhc8Cq6gMOATU6oBg4yeuDTwM84z6ZqiyLYMY4z7Umz3H5VKRnqT+HFNKgDPA/Wi4EbLk/e6+gpsYkhYlRuU9Vz1qYdelOwT/ABAe1FwMiTV9Ua4eKDRVKjjfLPj+Qpyz69IpybG3z02o0hH5mtReDgnH4U/nHyjmgDm4dFvf7SF7f38l6y/dSRQET/dHatS7gneHep37eWxwfbp1rQIJ6ge+aVMAg+nYelCAxlFxc2TOQ3mxk+WSOZFHb61VtNQSRwM810rDd8vcHg1wOsI+m+Jgv3Yrn94mOx6MPz5/GuetC3vHTh5tvlZ3ETq0W48DFZkvkWnmXUuFB4zjk+1PW5S3sleZuDwq92PoKw7y5kuZyzg4HAXbwv0p06enMyalTXlRmjVNVj1u5nt3jnspZMpDPwVGB0btXQwazfMg/wCJaCT6TZH8qzoLNZCGBI+q1t2sRjUA/wAq3MCJtQ1KQYFlCv1kY/0FZt5FqV58szgIOiJwP/r10ajA/wAKQxox5FAGDY6fNCcuMj0x0rVEeFwcHHvVkxKOT+lMKjOOfyoAiEeei8+lKEGMMP0qQpk45/GkZGXrn6g0AQvAB0IFRmJ4yGU/kelWxn+9jPqtOI4zgfUCgC7pOuGItFfSny8fK7dvY1xXi34hTXrSWWku0Nv91phw8n09B+tbN8QIxgABmxkGuF8S6WLa4F5CuIZuGAH3W/8Ar1zYlyULxPXyalh54jlrK76drmAzFjk96QUtJXltn3iVhpopSM0Y4pDGEcU0sYwcIWJ7CpKUDigLEJknIAVUT6ncapmzb7T5sztMT/e7fStEgUhGaadiXTjKzZHwF4HbioxLIssS7Mbu4bP4+1TFM8UyNgsmGxn1ppinDmtrY6Dw9qEkl35MhJIPHv6V0viPxKPD+nJDakG9nXKH/nmP7319K4GC5+xXq3GMqAc+9ZV/e3Gq3sk8rFnc9T2rZVNDwnlq+sNte6uhXubqS5maSVmZ2JJJOST70yKGVDviYox7djVqO0C9asogXoKzcj1YUSOJ5QP3sQJ9UNTeamOVcf8AAacBRjvUnSo2K/LySNgjPTPpSoOcVNiowMMaLk8thy8ECpCO9RsMc1IuCMUi12HKcikxRH1wacRigLXQgYg+ldp4Q8d3ejXC293I81ieqsclPdf8K4ojNRsxDYH41rCbhscWKwdOvT5KiufUNlfW+oWqXNrKskLjKsKsA9eK8J8D+LZdFvBDKxa1kIEienuPcV7lDKk8KSxuGRwGVh0Ir0aVRTVz4PH4GWEqcr1T2ZNRRRWhwhRRRQAUUUUAFFFFABRRTHcIjOegGTQBh61OzXCwhvkUZIHrWeBhQAOTUs775C56nk/nTBll7gdwO9WkaLYFQZ61J16ZFQhjnBGPxp/I4JwPagBzYU4JpwGRwKiCE9sk+tPzIOP0oACvckUmMdD+NJ8275sn3p2V4OfzoAaSN3H8qkGT06UmSRnDH3pMnPQD9aAGntnn2pwHUA4p3HsDTCqjBJJ9qAYsxMRDZ4IFYXiLSDrAs5IWCSwzhyxPRDw/6c/hW5O2bUgjkcCsW9nkjsxCDhpyRn/ZpNXVmEXZ3Rnzym9vyyD/AEe3G2Fc/mfrU9rYt95lwCetWbGySOFVKnHsa04okiHBI9jVDKiQbMAbSPQ1YCng4GfpU5Ut2o2YGQB9c0hDO3Ixn0pArDrzTtgPXFB46c0ABUY6HHrik2A//XpMk9PypN5A6HHpQArRnPf8OaYQobAbJ9+KlikVuCvIqG8TaPMUHIoAeyFVyAMfnSRFZVHOCfXpTsia2DDkEce1RWTjymDcYPJoApXgH2oLwVGfzxmqMtql5Zz20nKPHjPp6H8DVp5PP+zyrzvVnP4kgfoKVUVLa4PTauKTSasyqcpQkpReqPLJ4nt55IZBh42Kt9RTK3/FtqI72G6UcTp8xA/iH/1sVz9eLUhyScT9KweIVehGouq/HqJRS9aKg6Rpo6GlpO9ABxS0mKXtQA2qt0NmHGMVbxUM6CRAtNCexUndpVSJe/LVJHCsS/7VNLLE/OPMboPSpgmBzy1MmNm/MQCnAUuMUuKRVhMe9JilxRigYmKaV5p9JQJgV3IRTEODjuKkX0qOQbJAexoF5isdsgbsanU7hULDfFjuORSQyZHNOwLclAxkZquDudj6cVLO+1MjvUMfEIPcmmjOe9iSNzHIGBx9K9q+GevfbtOfTpmzJB80f+4e34H+deJtwa6bwRq50zxFaylsIX2P/ung1vRnyyPIzXCqvh5JbrVH0NRSL92lr0T4MKKKKACiiigAooooABVDVJfLtSv984zV8Vka1IAsa/Ummhrcyd2Rk8ZFMjkJVhj5uhprnAxUKyssxA6OuSfaqLJjkHO4ADljU8bK8YdRkHpnrWVq1wbfTSV4LuqA/U1oIxSJEHoPrSAmydw5GfQ/4UoY9NwA9qizvIUsAfaphGoAxx70wEyMdM/jQMgcgAetKdmeMfU0YBGDQApJPA5ppB74zS5VeNvPvQxHVQM/SgAwcdRS8dSfyFN3EYG2gsCeRmgCKUjlScZwQaxpbeS6v5ZELAIQi5b5QB3x61rzEeYhHof0p1nAI4cFckkk0IkYCucAL+VSAoQMAileI5ztNN2nrn8qZSFOB3pfmHuOvSmL1PH6UuDnv+FIAIDfwkD6UeUQBz+YpQeAMmnhWPUg0AQMufTHemlWK8Ece9TkLnPH1qJgDjGMigCAyFDgqfxHFTIyzRlNxOfemlyBgrn2NVy6xuGPyHPUdKAJrBirvA3Y8cVQ1CcWdpfvyNsZYce1SXkxh1C3uAcBsh8dsCqV7/ptvZA52zFXk90U7j+eMfjQBJAhijihYfNDEkbfXA/rTXl3W2V5Ekhx7heP50y5lkZAIuJ7hyq+xPUn6DJ/ClZEQKsf+qQBF+g70AYfiiHzdJ8zAzDID+B4P9K4uu+1wZ0O84ziMnj2INefrkjNeZjFadz7fh6o5YZxfRv9GO5paKMVyHvjaMU4ikxQAlGaU0lAgNQ5/eEcVJ3qHB8xvwxTB7mdJaTTXjyBwASO/QVqY9KRFAalIwcim22RTpRg211DAzSY5p1FSaDcUYp1FADSKaRT6aaBDehpWAkQjNBphOOlMQzzTGcFelM3BZNw6NT5PnAP8Xaq2/lk743D8KpGUnYs3bgJGPWkXpGv+zmq9wxeSFR3XA/GrC8s7dgMCnbQm95MeaktXMc6sDjmo8cA0A4cUJkVY6H0xod19v0Kyue8kKk/XGDWj3rlfh3cGfwhbA9Y2ZP1z/Wurr1Yu8Uz83xEOStKHZsWiiiqMQooooAKKKKAAVhayxNyF7BOK3RXO6u+68kHTaAKaGtzPbgDPPrVKUMD8v34m3Aeqn/Gr3b6iqU6OIfNjGXTOV/vD0qizH8V3Aj0eOfd8omQ49s9a1ze/u4I4BmaZQV/2RjrWNrlqNR0Z4kfCuCyEevvTtAfzmjkZsmO3SPgdMcH+VAHTwgxIAGJPcnvU65ONxxVZSXPQ4P41MAV4xQBLgH5R/Kl2kDqfpQGBGN2fpSnPofxoAZtbvwKQ9Mc0pBOCWxSE8jDfkKAG4A+vvQOhxzS456nP1oyB/EB+tAEUgXfGSMfPj86mXIXIIHamHLt8xBVec9805cnucUCY2RiuD+eKQAEZ5p0gwuQpP8AWmKcdVP50DQpGe3FJsBP3Rj3p5OaBx0A/OgBpTaOh/OnAMRxjpQ/3ewP+9UYbH8WPrQApVx2pu04JxT2c45P4g1E5yuQ5HPrQBFKRjNUJHUZVuQatSuV4xn1zVKQknPQCgDL1C7eLSr6EktJAo8ojk7X4H5E1eg4toVP8MYiHsAOf5VjyyG61eSC3PO1POYfwKDkfia1mKfurdRy+F2jsD2/LOfYUASwR/J9q53SApEP7qd2/H+VOYDcAoHQZqYsGZpOdq8L9KiX7oJHzd6AKF2u7T7xSNx8lxg9+K83UcCvTgC8sig8MGH5ivMiNpK+hxXn45axZ9bw3L3Jx9BaWkFKK4D6gKQ8U/imtTGNpDxS0lADaZ0bPtUhxUZ60CFFKaQUtACYpaKKBhSU6kNACU0ilNNJoENpjd6eTULtTREmRu2OlVJ32zwOO7YP41M5zVW5ZVTcx+6QRWkUclaXu3JhJuuGYfdiXA+var0akKqd+9Z1kpYKD2O9/cnoK1kGxS5pSLoXa5mI3L7fSoycGnDKxlj1amMKRVQ9w+Fc2/w7MmfuTfzArva8u+EVz+7vbfPUK4H04/qK9Rr06LvBH57mUOXFTQtFFFanCFFFFABRRRQAVzmp/wDH9MPp/KujrmL47tQmOcjdimhorAZQnuOlQkMQw7sMjHqKnUYzn1xxUU3y7Sp56iqLMSdltZTCRiCdvlPZJD2+hrHglXRtZlaWTy4pyodT0DA9fxFbupGKS2k3LujYfMvqP8a43Vr+SDZ5zCUxYdJSudyjo+O+OjD8aAPRg7gdcc85qaNx15PtXPeHLma90+K7uZQ80oySB8vXoBW8Gww+bj2FAFuNgF559gKcSfQiolkHQc+9O3ccHn3NADjnHOPwprI2RjP4Uq5xntSn/eI+hoAbsPJIpRn1FAx13frQFz1oAaT6EUpLY9foKDhccLS7jzxQADJ4LH8KCAfXNI3Trj6Cm5yRy350AKSAw6fjSgk9hRjPUUplUd/zFACH0JFRHA7Dn3qUujAnA+uKjfbjigCMkjIyeajfJHfNOY/So5fuZz+VAFaRyF5PFUJJe+Rz0zVqUnPX8MVha9BHcabcK5lT5Cd0RwwI5yPegDHt7xzMZ7OIlZbh0HrK47n0UdPwrq7C28tA7NvlcHc/rk5J9s8fgK4vwQ0g0qGKV2dm/fSM3Ubu31Nd9aMHXPoKAJSoC7FHyjrUJbbG545BAq2E+VgM9+lUro52qOO5oArRnYVY15teIIdTu4N27y5nXPrzXpcwAkWMHoATXnHiMpF4su40P39r49CVFceNjeCZ9Fw7V5a0oPqvyZWBxTs02kzXmH2ZJmjNRg5pwphcU0zNONMPWgYmabTieabQJi0CiigBaWkozQMUnFNPNFNJoAQnFMLUNUbUyGKxqCRqe7YquxpoxlIax71nXUqySJFnODlqvseDWPIRHfscfewa2prc8/Fzail0bN+yXCD1PJ+tXSN2B2FUrLlBV8HAz6Vk9z0qa9xIjk+aTb2WomPNS4wCe5qE0Iiod/8AC6+Fv4jSItgTo0ePfqP5V7eOlfNHh3UG0/Vra5B/1cit+Rr6SgnS4gjljOUdQyn2Nd+GfutHxefUXGup91+RPRRRXSeGFFFFABRRRQAGuSuG3TSMO7mukvX8qzlbODtwK5k8uRntTQ0Lkd+4zUEhy4U+lTfwH2FVnycMOuKosyb9/KZgfuN0Poa4jWgixvbHiOTLW7H/AJZyY+79DXYagwdJA+Sj4B9q4XUnM9xDp8h/eSToqt/wIc0Aeg+Hraax0Oxt5SDKkCqxx3xzWwMgAkVGiFVCqxXHtmk2kH5pC34YoAtq+RgDP4U8E+1QRuUBx1xUglYnn+VAFgZ65zQ2D9feog5P8R/CnblA6ZoAcCM80Ng9T+VR5zwB196cFwP6UALkDuMe9A68EUc5+7xTu2eKAE3j0JFDMtHTqPyFBx3/AJUANAQc5NKcYOCB+FNOPcfhS4HXj+VADSDnOAffNJt4yMj60OBjjGahLBTnJFADnIPWqchAOFP5ipXIPTOaiLe9AEMoO35WI+tZ1ypZGVucjFXnKnsaqTDIPPH0oA8+0K4ayubmxYkMlyyn3Hb9MV6RYvuhX3ryzV5WsPGztgiOaNWzjgHpXouj3kbWyNvUgD1oBHQDBHJxzVWWMGSM/h+VSLdQ4IVt5/2RmmurOnzZRTz7+9AFIxiaYsMnnJI6Adh/9auC8Z6eYPFwugrbZbZeT03A44/DFejKygAKAF6gf571yvjWNZ4ILhRlonKMc+v/ANcVzYr+Gz1smly4uPZnG8gUmaXFNPFeUffi09aiFPWgB+ajJpzGo+poAUk0gp2MUlAgoooFAwpKUmmZNAhScU0mlPSo2OKYNiFqjZqceQaiNBnJjXPBqI9Kec0w1RkxjdKyb1dt1G/Y8VrmszUl/dK3cMK1pv3jhxivC/Y1bA5jFaIzWXp7fIK0w3HAzWclqehRd4JiN0xUT9ae3I5/SmGkKbJLbiVcnHNfR3hG4S58Lae6/wAMQQjPQjivm6PhsDk+gr3T4ZxX8WhyC6ieOFnDQ7+CfXA9OBXVhtJM+bz+CdJNvVM7qiiiu4+TCiiigAooooAz9XcJp7cgEkAZrno3DuT+hrY15ZPs6MMFAcY75NcpvZXG4Eehz0qkUjUkJA+Udc1UlfchwOR1pPtL4AJDeoPBqKS5RVJeNxn05plXMDVp8QyADtn9a5C2/wBL8VaSp5YThyfYA10er3UDRFV8w9RyuKyPDUa3HitSq/6iAuT3yTgUAemw8ID3pzMzEhRjHemI3yU5Sd33TQAoRgM5LfjSlSx5yPYU4D6k08Drx+tADFUjAHH1qcA5xgfXFMUAE9BUnGeM/iKAEVMtkipNqjnv9aF59APrSYBz1oADz06UEKo5NRng8Zz9aMeuaAFBBzQU7HoKUAY6UxpCDgigBOB0NA79Tmjj0H50BhuxkUAMIIyCSR70yQZ6H8hT5QpH3gKjIXOc5oAgZWyCD17VGYwegwasMCBkZ/A4qJnZxtOQB70AVijf/XqrKvGDyKtScHofwqtKPQE/0oGef+JZltPFVmzpmKWEq3HQg11OnGz2IY4kAxzla5/xZprXkazKCzQsWyOwq14ZuJGjRHcnAHXms5TUdy4U3JaHbwS5QiOML/WnOBwZGBb07UtsgdF3En8asMiKmFUCs3XXQuNB9WZdwxAwuQDxmsXXYhJodznqgDj8CP8AGuhuUyh9qxtRQyaZdpjOYWwPwrlnJz3PQwiVOrFruvzPPc03GadS4rjPvhmKeOBQBQTwaAI3OTinIKZj5qkA4oEgNJ0pTSUDE60UlLQA1ulNp7UygQVG461JSMOtMTIQ2aY470N8pp3BFMz3Iaa3FPcYORUbGmQxjVQ1Jc2j+3NaDcUtrpr6tqFrpyEBrmZYQT23HFXD4kcmKt7KV+zK2mODGp9q1weKd/wiOq6TrMmkzwotxFj+MFSp6HPuK7PTPh5JMqve3yqOuyEZP5mnKD5jGhj6NOinKXQ4ps5xjk9q1rDwvqV/hmT7NF/elBBP0HWvTdP8OaVpSg21qpk/56P8zH8TU1yoILAc01TscFbNnLSmrHI2Ph200wh8GWb++/b6DtXrfh3nQbQn+5/U151cHrXovhznQLT/AHP6mumgtWeFj5ymk5O5q0UUV1HmBRRRQAUUUUAYfiSQpawgHBMmf0rmF3svzLn3UdvpW74pkANvEOvzMayYOgPpWEqjjPQ7aVNSpq5XwucbskdRjmqt3nbkbyPStaQK4+ZQfqKyr2KIKdo2+mDVKv3RLw7vucrqrOFJ2H8eKn8DWDre3t5IQS6Kg29APrWdqime4WLJYsccmvRdM0aPS/D1m2ds0x3NnuCOP0/nVxqczIlT5FqSxEge4p5JLDOKYNwbk81Lwemc+1amY9cngqPzpCTnGD+BpFBJ61KvsAKABOOg/OnDkZIpQOvTP1o9Mtg+1ACYP8I4p+4g5zSADnDE0o545oAYcsvr9KAgAHFOPflvxqJT60ATcn7x/CkKDGcZpOAM0BwTtwMfWgBrEdv51HkjjPepSFB7kVEyqWzg/nQAqgsM9vpTGjVedxBNOJAHJOPrTGwTw36UARtjGWJOPSoZRkfKh+pNWWK7ctk/hVdwOSGwPcUAVGB564+tVZTtJIANWnxnrmqjjBOcfhQMlsLZLmy1KN1GJIkQ592/+tXF6bC1lfNE3BViDXfaUm3T75iOrRr+pNc3rVr5OprOo+V/m/GuWtvY6aG1zorN8opq4eRWXpzAxrWmprA2IZVBBFY8oxvQ91I/StqQc1kXfyyFvSk0aQfvHmZBU4PBHBpOatahD5Go3EfOFkOM+nWqwHNcbVtD76nNTgpLqLTHOBUmKhfk0FioM1JTUGKcaAGmkPSnYph6UAJTh0ptOHSgBrVGakao6CWFFJRmgCKQZFRqe1WGGRVZgQapES0dxx5FQPwcVNnIqJuaZnIjNdT8OLA3vjvTBjKwu07Z/wBlT/XFcvivTvgvaLJrepXRGWit1QH03N/9jW1FXmjzMzqezws5eX56Gl4+h+zeOLW4A4ntVz7lWI/qK2tPk3QL9KZ8T7XK6XeqOY5WjY+xAP8ASqujy5iUZreovfZ8zRfNQi/kbD8jmqc/Q1bdqqT9DUCRjXHfvXf+FX36DAM527l/WvPrs7Ca7fwbL5mkOmeUkP6gVpQ+Iyxa9w6Wiiiuo84KKKKACiio5ZFhheRzhUBY/QUAcdr03n6xIikYjAT/AB/nVcfKB6Co4Wa5nlnf70jlj+NPuG21xSd22epBcsUhWlGOtZGpTBVPNWWk4zWDqs5IxmgrqN8PacdY8SQoRlFbLfQdf0r07X1HlWygAAEjHTtXNfDWy/d3d+w6kRKT+Z/pXT6/9y34/iP8q6qSsjhrSvUsYajB5/TmnjP978KRs54wO3FABB5rYzJlb6U7JB6cUxCCMryD37VIpoAFXvzTwhxztAppJx2FLk9MDNAB7DrTgpIz3penJ4/CjcPWgBu05yelGwEY3Y+lOCk8jJ+tKQ2T0xQBGEwc7yfwpxBI4I/Kl9qawYe1ADWwPvY/OkdhjNLnjkA0hdfUCgBuCw6Uwo4UHBBpxYH0/GjLYPT35oAh259Sf96opUUc5x6d6lb1xkeuKrOARg5x6UAVpmA4DCqzLls7jx6VJKBu7/jTFyCcAn3oGXrN1XS7lQTlp4xz9Gqnq9v51hvxzGc/hUscp8lozwC4P6Yq0Y91uytyrDBriqv94dlGP7sxdNkIAFbkbAiuZty0NwyHqpxW7G4CA55qGadLk7GqF3CSjHHNXI28xzjnmpJ4tyYIqWNbnmXiGHy9QEn/AD0QHPuOP8KylrqfFNqTbBwvMT549Dx/hXLD7tc1RWkfZ5ZV9pho91p93/AAnAqIctT36UiCoPQH0UtJQMQ9Ka3SlpD0oENpw6U2loARqjNSNUZ60EsKSlJwKbTFcU1BIveps1HJyKaJlqiAHFManHim96oybFQcH6V7N8F9PMWiX98w/wCPicRqfZB/iTXjUY5ZfY19K+CtM/sjwhptoRhxCHf/AHm+Y/zrpwsbybPn8/q8tFQ/mf5DPG9gb7wrdBRl4cTL/wAB6/pmuG0KYtEnqBivWJY1mjaNxlGUqwPcGvH4oW0vWbmxbjyZCoz3Hb9MVvWXU8DBzvFw+Z1YORzVaY8UiS7kBzTlUPzWB0JGLfqVJ711fgSUPaXEffIb+Yrn7+IMpx2rU8CzYvZ4fVCf1q6TtMzxCvSZ3tFFFdZ5YUUUUAJWN4kufJ0wxAjdM2z8OprZ71xnie68zU0gBGIV/U8n+lRUdomtGPNNIrQJsQDIxVa7fHerMLgxD3qvOgaQZGRXKj0XuQxwmWPcvQiuc11VjkEYYbj2FdHe3LWNiqx8O5wtcfdhzdDccknJJp2Fc9b8G2otfDFoACDIDIc+5/wxU2vg7LfH95v5Vd0uLyNJs4v7kKL+gql4g4W3/wB5v5V2RPMveVzEA4wTnPoaMc460EqORxQCR0Xj1qyh6YHTipQvufwqFTzwD+FTA5Hce2KAFH3upp7DOOOaiwQfepAc45C0AKqOO9O2c5xikzngNmgA47E/WgAPoTn2pFGGwF/EdKdtbOSwAx0pN+zjt9KAEBJPQj2yKCCejY+hzTt248c0mFAzigBmMZOajdFDDpUhUNyeKibAPygnnnigBCc9CKbvx0+Y0pJPQcfSlwVHrQAxiSpLKAapyDJPf6Vbk4A5PNU5XIOAT+VAFNx8565pAuBnp9KH+8d3X2pQflxlvwGKBjolDMDg4zVyZ9sDDPIFVoG2scjj3qS9bNu23vXDV+NnfR+BGA7/AOlb/U81rLlovl4rDfJwe+4itq0cvCM/eH61LLehZtVKDJ7mr2NwqsgPFWBkLSEYWsQJLHJG4+WRSpOPWvN5FaKQxsMMpwR716ZqjHHI4FcHrsIj1LzFHyyqGH16GsKiurnv5LW5Zuk+uv3GWetKvSm96dWJ9ILmlpBS0hjTTTTyKYaYhO9LSd6OaBCN0phpzUwn0piYHpUe7nBqQ9KhbrQQx4PNIwyKRTmnGgN0Un4Y0gNOlX5jUXINWc7epraFCk3iHTopV3RyXEasPUFgDX1IgAUADAHAr5m8H2zXvijSo06rdoT9Ac/0r6aXpXdhl7rPk+IZfvoLyFryzxzAbTxUlwBhbiJW/EcH+leqdq88+JSAPpsuOcuv8q1qK8TyMJK1VGPBctsUA1rwOGQHvWPaKrxg45ArUta5Uemx11EHiJxmq3hmc2PiWJX4WX5D+PSr0pXYc1z80zQ3qSqeVYEH0xTTs0zOUeaLiew0VFBKJreOUdHUMPxGalrtPHCiiigBpIUEngCvMbq7+16jPOW+Z3JxnOB2r0DWpjb6RdSL1EZA/HivN7ZcyfMRnPYVhWeljswsd5GtCfkHOSaJPvUxTtYDt2p8o+UmsVodjRj3bM8y7myEPGaxrxN9+qIcs2TituVeSx7Vl6NbG78TWsbAnfKM/TP+FUtWZydkz2a1UpbRIRgqigj8KytfYD7Ouecsce1bQ6Vha+T58AGMbWP6iuxHmLcyjzg1GSS3J49KkbgDCY/GgDHWqLGrgnoBUobA5H4Ypu05zSqM9M/lQA/v6fWpFBP8INRDORkn86sqfQH8qAE2YA4pMegx+FP+uaaQMcfzoAQg/wB3mkwT1JxSlSBn+ZpPYgUAKqnHBGD3pPKA6kg0A+w/Ojdx8qgj1oAYwHc1HwD3H0FPYZXnNRknABxmgBWOB1z9RSDYevFIMdzTyVx2/GgCCdVCnayg/SqT+5zVyXHJwM+wqo+M9x+FAFSQfN3H0pwKKvU1HcfKw5OTSrkbQQKQyXkgHgUyaQmI46Yp8vEYwSecc1BLkRkNXHW+M78NrAx35ZvZ/wCdalu5VVA61lPxI4x82AfyNaVsdwB9qg0n8TRrwnKg96sc4NV7fnA9qsZ4pEmRqOGjJPNcdr0e+zjcf8spMfgR/wDWrtLtSAynoa5nUYPNt54gc5UkfhzWcldHZgqvsq8Jef8AwGcf3pRikFLXMfbiilpBSmkMQ9KYelSHkVGeKYhueaAc0lKOlAhGqPODUjVEetMlijmmPTqGGRQJkKnvUo5FQNweKkRsrTIRFMOc1ARxVmQcVCCA3qKaM5LU6T4fXq2HjXTZHwEeTyiT23DH88V9JDmvl7R7cnXdLMf8dzFgj13ivqEdK7sK/daPj+IIJV4vuha4P4kj5NOyMjc//std53rifiLFusbGT+7Kw/Mf/Wrep8LPIwztVic1pxzGAOuMVqxjAAzWbp6bYxWkoyM1yHqvcjuWITg9P1rCnbL54PNbNycpwOfWsO8JBzt5pMlHqvhyYz6BZsevl4/LitWub8ETeb4fVf8AnnIy/wBf610tdsXdJnkVFaTQUUUVRBzfjGXytF2biDJIBgdxya42zABAABFdL45kIjs48ZBZj/Kubs0BYHYeOa5az949LDK1M0kUhxuxn0p83C/WlhG0FiOT1qObqT2FZo1ZlXvyxtj0qfwTaibxKkpH+qjZ/wAen9arX/8AqzzWz4AhzqF1L/djx+Z/+tWtPcxrO0Geg1g6/wAzwdfuHp9RW9XPa+xNxEq9kJPHvXUjz47maTgYbP1NNDcZGaUbiv8A9elDFe341RZJGGYZC4FMYgHn9TT1Kn1pcKTwMUANj7cj+VTggHgVGPfk/Sn5OMjNABk4xTgQQKA/Y5o3AnIPPrigAwSe5/CkIx6ke9Ll/cikJJxz+tAXAcjjFB+Un0x2NLkDIOajKsDwaAEZiVxgN7VEULDP3fTmnk45wPzpm/fx8v50APAKDllJ/OlOCDkA1Dk+ig/WpVUsOWP4UAQSnA6ACqZxnnv61dnJB46+pqpyfvE/WgCtNHGSCwBPUU1FUtkHpUjhVHLGnWyDOcY+tAwlXG3B69aq3a/JirdywV1xz36VA43R4HzE1wVn77PQw/wIwZB/pkQJwD8taVqMACqGoHyJkfAO0g/rWnBjeSOnUVK2Nau6ZpwLjH0qc8YqCA81O33aDPqVbnHlnIGcVy8ozPk8gnBxXST5eNiO1c5dYR92RUs1hucSww7D0JFJU96MX1wMY/eNx+NQDrXI9z7unLmgpdxRS0UUjQD0qNqeelMamJjKUU2nA0CEaojUrVGaZLG5pxOR0ptLQIgccmiM84p7jNQ5w1V0MnpImbkVVYckVZzkVERh/rQEzpPAzq/iXS0cAlLlGGffj/Cvo8dK+YvDV1/ZviOwuyMrHOpYeozg19OqcqD613YV+60fHcQRarRfkLXK+PFDaPBkZxcD/wBBaurrmPG//IJgH/Tcf+gtXRP4WeJR/iI5GzG1BxWhHz171TtVzhauKu3muK57EtyrcKUyOSDyDWLeqWzhvxFbl437orgmsO73FcHBB6cYNBKOz+Hk2bO8hJ+66sPxGP6V21effDtv9JvB/sL/ADr0GuyHwo8vEK1RhRRRVmJxHjmQfabSPPIRm/UVi2W/Zn5SOma1PHBH9p2wP/PH+tUrVPLgXkdMmuSr8TPUw/8ADRdThOagk+6al5K57VXuGOz0qC2ZGotiLHvXR/DuImO8nzx8q4/M1yWoyk8V6N4MszaeHYSVw0pLn+Q/lW1JanPiXaFjoq53XGzfqMjiMfzNdFXNayM6iwxkbR/KulHDHcodVxupMDgbqXgkDFPBUL1/SqLDawUHORT1c9jQBkZ3cflTlfHT+dAD15+8T+dIQOzH8qbvbJA20A5IwT+VAEgJwepoU/7PNIMZzg0p4z1oACTkfKBTSM+30NOJIA4AFGckgZx3NAWGYx0Y8+ppCCeOKcVPJ5qNiAvJI+lADNoHY1GyZ5JXPanluPUH8Kj2k9Mge9ACx8Ht+FWUB24P6VFHvHbNTgjjIx+NAEEyoFJ/Mms91JPyjIrSucbTtUD8Kzn3E9AfpQBEyL7A9+KsWoUZwKgaJjyT+AFXLdMLyDigZVujmXI47YzVfG44zkjk1Nc7TMwZQVHamso8s4GAO1cNdWmehhneBz2r/wAZzwOKuabOJ7OCQHOVAP1HH9Kz9YfCuKq+GL0OZ7UnlTvX6dDWUX0OmpG8ObsdpCRgGp3OBVGFugBq2TlMmqOYo3CNhijEHuOxrn784fBPT0ropOCQeRXPamiJJiMAZ9Kg1icpqpzqc59WB/QVTq9rChdQPuik/XFUa5pfEz7jCO9CD8l+QUoPFJRUnQFNNLmkPSmIj70vWkNFAgNRnrTyaZTJYlFJRmmSI1QP1qc9KiemiJoRWzxQ/XNMzg048imS3dGhp5Hmq+ei5z6EV9O2UonsoJl6SRq4/EZr5csW+by+5NfSHhOf7T4V02UnJMCj8uP6V1YR6tHy/EUdKcvU265vxom7R42x92dT+hH9a6TtWN4lgM+g3IHVQH/I5rrn8LPm6TtNHEWnUZq5LwuR1FUbZwSoFWZDyGrgPZluVrg5QEHIP51j3TjGNw9s961rohASCSD7Zrn7t90n3cr+RpiW52Pw6/4/L0/9M1/nXoVcD8N0+e/f2Qfzrvq7KXwo8vEfxWLRRRWhgcD41kB1mBMdIR+pNVYSdm1QAoHU1L4ubPiLaT/yyTH61BAMIdxAzziuKr8TPVoL92i0h3L2NU7lsrip8sgA4AqleSYBA4JpFGfb2T6pqsNrH/y0cKSOw7n8s167FEsUSxoAqKAqgdgK43wNp3zT6g6/9M4yf1P8q7auqmrK55+IleVuwtctqrMdRmyehAHHtXU1ympn/iYz8fx/0rVGMdyqD6c+5p2C390/SmBQehIqxFtHc7qou40ZAx/SnLxyWP0xT2XJyDmmhwp+7mgV0P2g5JpcAcYNIpB5wB+FP9M4xQO4n0Bx60AZPTml+YcgfSjdnuaAuBXA6frSHI/hYfjSng9Me9G8BeWBoAiIJPU/SoywU/Nx9KmLEqQAc+tRN15FAETNu5y2P50RpuOcfrQzgHDA4Jp8aIT8v55oAkEZ4wQKcODyR9aUDaMn8KcSQM/yoC5UuynlkEkn2qpEjAZ4FWZ2JJ+U9ai3e4B9B1oC5G4ywAq5EuE55/GqpfD9efarRI8vLHb9aBXMt3/0xsj5PSluJF2nAwfaoOt02AcU+4yYsKvbNcWI+I9HC/CctrkhETHvmua0a5eHXreRCcbtpA7g1t6/KDGy/rVfwNp39oeKbKMjKrIHb6LzWMFdnoNqNJt9jt1BST3Bq9FytT6/Z/ZdWZlGI5hvGPXvVW2bjFXJWdjzoPmimRzrhA9c3qjAkAkcHr0NdROm6NlHBPSuXvVJLAkgjgj0rORtDc5fVyftoY9GjXB9e1UKvaxn7REDjiPj8zWfXPP4mfbYF3w8PQdRSUVJ1CUHpRQelAEZpM0pptAgJpmaU80lUiWJRRSE0yQNNYUuaTrQSyEjBpR+lDDrTA1MybsXLDi4L/3RXu/wwuzceDooycm3leP8M5H868DtnIDkHFet/B26JTUrUnj5JQPzB/pW+GdpnjZ5T58K32af6Hq1RTxrPBJE33XUqfxFS0hr0D4s8oiBhuHjbqhK/kauSAumM4PapddtxbeILgdFdhIPfI/xqMjKAg844rz5K0mj2YPmipEMz/uyDySK566KSzHkhh2zW7cuypuC9K5+6b94SVIyaRSO9+HMe2zvX7mVR+Q/+vXcVyPw+QroEjkffnb8gBXW13Q+FHk13eoxaKKKsyPN/GRf/hJVK/wxJ3x61HakMo3EZ9PSpPFTMPFEgGPuJ2zxioYIyqBmABboAK46nxM9aj/DRPK4OTngVnTBpZMAZJ4Aq5cDamSevQU/Qrc3Wt26YyqHzG+g5pRV3YU3yps7vS7NbDTYLYDlFG73bv8ArV6ko7V2nlN31FrkL8sbudmbneRXX1yV2M3c4PTeaaHHcqBs45X8KsJ0BzVYBS3qKnQEdD+lUUybaTzSY9h+lJ1PXincKPu5+tBI5eeP5Yp2MDjnHqKasoPAXGKdkAc0DQE45P8AKnKx54pBIoGcf1oyCRg4/SgLi85z3pC5Uc9KCx7kGms+egBH1oEIXBGcGoHOSeR7U/zCD0/KmMSQDzQMRccHn61OoUjOM1EJMHB209XOMkj8KBDwWA6jHvTHkJHAP1xTt6Y5zmoXI7Aj6mgditIWLFm55oCjGQpp2cMeF96cRkYC4/GgZX8gs3Tj61ZlULbnOAcVEuQQDwKLlgYcAkD2GKewGcrjznwfzNSTuRbnoM8YFQBgHA45b8qfOxZRnCqM4rjxO6O7CdTidfHlpg9Sa6T4S2Qe/ubogHyo8D6sf8Aa5fxGxLkdu1eh/Ca28vw/cXGP9bNgH6D/AOvWVD4jsxcuXDvzNfxjdxW66fC4G+eZkQ+nyk/4VhQvsPFZvxV1Ix6zpkMbfPbqZvoSRj9BVq3nW5t4riM5WVQw/GnUknNrsRHDOnhoVf5r/maMrgpjHbmua1hPKkEqHKuMMD610DN+63dgKxtUKtbNkcjmoYonFaxxNA2PvIf5ms6tDV937nd0G7H6Vmgmuap8R9llzvho/wBdR2aKaTijNQdo6kJ4opD1oAaTTCac1Rk0CYE0maDSdKpENhmmmg80GmSxM4ozRSd6CRrCoTwanbpUD9aZnIfE+HPvXofwuvfsviaKMnC3KtEfrjcP5V5wvWun8NXf2PU7G4zjybmNyc9twz+mauDtNM48bT9ph5w8mfSlFA6UV6h+fnEeM4tmoWswH30Kn8D/APXrHj5OD0xXReOIwbO1l/uyFfzH/wBaubt2BTd3A6Vx1VaZ62Gd6SIrhslh6ehrn7vHmYGQSeprY1CRQ24Nhh1rBmJMu/OfQVBoeueDYfJ8LWYx94M/1yTW/WfosIt9EsYum2BOPTjNaBruWx40ndti0UUUxHm/ibB8T3LZHCoMf8BFQQzAbVG/6kcVN4kw3iW6+XoV/wDQRTUYfZsjjHPNcdT4metR/hoiupMgA9a6LwbbDFzdEc8Rqf1P9K5S4kVmUA16J4ftfsujwKRhnHmN9T/9bFaUVrcwxMrQt3NWiiiug4Arkb0f6XMD/fPFddXK6oAuoTD3zTQ47lJSwpwBA6YoRMnqD9ak2AcdfaqKYi5xjCgn2qbGDjAP04pqDOCM4qQBc8/nQAgx/dUUucHkCgqnYU08HgcUAODZ4GKRmYcA0mcdR17UE7jjB4oEAbOSTTGJzkH2xTljCk9efUUpP4/SgBhGRjApnlHgg/nUmewFIN3b9aBgMKANvP0pdwGf15pOrYHBHXFBxgE4/KgQu4Y4z+BqvK4Bxyw77jU5KjIAz9OarDaX5BzngGgYKc5wo9+Kk/h5WpBtGclc0jvleHwPpTAhLktgA/XFR3ODCQWBNPwvJPJ96hucCMkqOnGTQwM5T82RnPJobaY9zq28jkmnw4MwYjgCkmdthLN0GAAK48Stmd2Ee6OF8Tt+8x3Jr1r4c232fwVZE8GXdIfxP/1q8e8Ss3nZPcGvdfDEItvC2lxKMBbaP9QD/WpoLW5vmMrU4o8X8d3T3XjDUGc5EcnlgegUAVseFLnztFEWTugcp+B5H8657xcd3izVP+vh/wCdT+Drny9Qmty2BLHkD3U/4E1zOX71n0dWgpZbHl+yk/8AM7l42eIYIAHY1j6gc4DA9ea3VG+MDGc1kasGB2befUVofOxZxutRbY4nJJO4j8xWOK6DWI91mzf3WB5/L+tc/XPVVpH1uUz5sOl2b/z/AFDOaOKQ0VmeiLQTRSUANbrUZqR+lQk0yZMCeaTNFFOxAUUoGabTE0FFFFAhDUT1KaYwyKZLIAea0tNm2z7CMgg/n1rOIwas2uQ5IPIRiPypxMJ/C0fVluxa2iY9SgJ/KpjVTTZPO021l/vwo35qKtGvWPzmW5zfjVd2iIfSZf1Bri7dwuc8A9Ca7vxcpbw/LjHyuh/WvPsfu9hb5z0rkrL3z0sG/wB38yLU2KjDKMj5QwrBjRmuV4yGbHTmtrUVYwIHIJxxnrWZYo51CCPIIMyDH1YVC3OiWkWz3iNQkSKOAAAKfR2oruPECkNLUU0qwwSSt91FLH6AZoA851MmfX7yZmz++K/QDgfyqUrGkDOrA8dT1qoJxc3ckzYHmMXOPc1ckRTBu6Y4rik7tnsQVopGLHEbm/jh7yME49zivWokWOJEXooCj8K820eFX8R20ZxgShh+HP8ASvTa6KS0OHFPVIWiiitTlCuV1fH26bjPP9K6quW1Mh7yUjdgt29qaKiUomwSDUvXjHPvSRRc9Tj8KsfZ4sdWqhsjGFXjH5Uq8HOalCqOOTj2pSi8kA8+1AEWWxgYx703r/D+VThBtGQePVaadg70AMDAD7rUjbzgcfWnhlboD+AoCAnPIH+7QAwHHUgj0FMkJb7g7VPtQdz+VGwdjkfSgCAZH3kyT70YOep9/SrBiUDBY4PbHWmmJSOC4+lAEYGTxzj1FBwBjcPyp6xbeNz496CoHIbP1FAEPUE9PxxTQrZyefpU2Ezg8/QU8Ih7N+VAFd32/wALflTTubjaFHqasNEB1zQGReAOPpQBVaMDnIJ78VWniMg6k1eduOnHoTVebJACxj+dMDPRAhyOSKbOEjjz6jI+tOuZY7WNp7mRY0HduOfb3pjSC9sY54wQpGRkc1y4lOyZ2YV+80ed+Jg3n49RxX0LYr5em2y/3YlH6CvB/EdszbZj6jpXuF7I8Hh+4liIDpbMyk9iE4pUdmzXH+9yI+fvEM4ufEWozIcq9zIR9N1N0SUw63aMO8gU/jx/WqBJY5PU1PZEpf27ekqn9RXnXvO59yqVsL7Pyt+B6pBMVfy8E+mBVS5RtrMV59auWys0mT09arahIqr8xPPAxxiup7nxaWpyuoReZZ3KkEnYSD6Y5/pXK12Zkj+2Ec7Dx7HNcjPAYbiSI/wOV/I1hV6M+iyWppKn8/0/Qhop22jaPUVie7YZiin7PpSGM46igVmQueKjqdk4qPYaZLixlH0p+0ik2mmLlEA4oxS7TRtp3Fyjc0lP2Um2gXKMOfSmHNTbaayj1oJaKr9as23BP0IqFkGeTT42ww280zGSsfUOghh4d01W+8LWLP8A3yK0/Wuc8E3hvfCGnSk5ZY9hJ/2Tj+VdGa9aLukz85rRcakovo2YvisZ8PXP1T/0IVwkcOZFJxg/pXceLpNmgyD++6D9c/0rhghlHzSnjrjpXPW3O7B/AzM1WTc3ByoOKqacu7WrMD+KePHPT5hVvUQsYUKRgVHYArrVlJtB/fpz/wACFZx3Oifws9u7UUdqK7TxQqpqSk6Xdqv3jA4H/fJq3UFynmWsybiu5GG4dsjrQCPLLWPf8vUEetayQhYSnP1rNsiUmUJz7mtUFsEnqa4ep7KItItnHii0Yfd3En8Aa9F9a4KGfyLiC4QZeNs7fX1Fdta3MV3bpPC25HGQf6V00nocGKi1JMsUUUVqcoleTa349/szUbqO8sGlCSsMxPtOAcdDXrBOBmvnTxTc2d9eXUkkkiNLIzMARxyfataUU73Jk2tjo0+LGjBNxsL9eQOinr+PtVlfino/lea9hfqvYsq/N9Oa8zghtYgDbW/muPutKcnP06D8qna2uJWM1xtBPReuPxrWNJMTqNHpB+J+kBhixv8A/v2v+NPPxO0rgtYaiQRkfIv+NeZCNQr9TjnrmhiAcDpgcVr9XiR7Znpv/CztHXAaz1BCeg8pT/WhvijooGBb3/TvAP8AGvMtu5wBjApwHT8evaj6vAPayPR2+KeigHbY6gR/1zX/ABpg+K+kdBpuo/8AfK/415ycFOv5UoULjj15o+rRD2rPSE+K+jvNHCdP1FWdgq5Vcc/jU8vxJ0yPdmwvuG2jIX5jntzXmcSp/a1hnB/fDt7GrrqvnW65BBOScdan2Ebh7V2O3k+KemqxUaXqJ29eE/xquPizpx+7pGo46cFP8a4fyyZ3K9SB2qOKONWG6RhwSFx1pvDxuNVWegL8VNOkA3aTqH/jh/rUw+J2jFQxsNQXn+4v+NecrAMrkE/WmttVXAxweMc1X1eIvas9L/4WdomDi31Dj/piP8aT/hZ2jEZ+z3+f+uI/xrzPYSSx6cY9DQFXcrF1HJpfVoh7Vnp0PxJ0mcN5VveF16qUVT+pqlc/FGzg4/sm9DekrKtefIybwdpLAfexUxluAWUNE6A/KpGOM1LoJDVVs6W7+Kl0wJttLtY89DJIz/yxWFdeP9fuQw+3iFT/AM8YwnH161nTSP5u57GE4IONqnjvSp57E+XYQohxyQox69qfIlsg5myO3v7u6vY5JJJ7uQN3Jc16x4ckd9AtPMBVihBBGCDk5rzCNrjeA9zAgz93cW/QcV6R4cyuhwqfmdHdGYDGfmP+NcmNT5EdmBfvszfF6FLHcBwOTgV6/HDHf6IkT/cngCtj0Zf/AK9ee6xYLf6TPF0Yjg13fh26Fz4b0+ZsAiBVf2KjB/UVy0ep04xu0WfP99ps1ndSxbC6oxAZRnI9aTSrd7zVLaGMZYyAn2AOSa6q73xX/mwqzxyvlcL90H/9dbmmabFaL53lL57jDPjt6VnVwsI+8mevh8+ryhySinpuaMaCNAAap3iL5TsSMfTJq6wwh9aguAGiIwKg4UclcFPN74ByT7Vx097DPcSS+ajb3LZB967y6QBnzxwR+lcTBahWX5FVOg2jrxWlPDqqtXsbQzKWCk3GKd+5V+0wkcNn6A0v2iLOASfwNbdrZAOGKZBHHfmrv2YZRJIAckLnFX9Qh3NP9Zq/8i/E5kTRkZGfypS6nPXjjpXbpp9sPmeFdwIFSy2NpDAZDCvy/NnHel9Rj3GuJa3WC/E4FhnacH5/u8dfp61HIVjIDBgT0yDzXcNAq/2SECBFiYHI6Df/ADp+pJGdXtYhswI8EY5+v6ULAx7lS4nqvaCOBE0W4ru+Yckd6BPEejV0txGslxKRHbbGC4YAh24/9B61CLRY4HVYlYqRwKf1CPcn/WWt/KjA8yMnG4Zp25TgA10MLxLK2+1JBIPA4qcXlrvAMIUAkfcoeAXca4lq9YI5naT0Vj+BpkjCIfvMp/vDFdrbLZuo/e7FIzu3cVJ9ltmOWkEmM4BbOfSj6iu4/wDWWr/IvvOANzb4z5yY+tRm6t8f61fzrvpbOxmbbJZQYC8nYuf5VURNKVSsWnW7uBzwBQsDHuQ+I6z2gjhnurb/AJ6g/QGrtlbTXBDxoUj7ySAqP/r/AIV1M5WJQILOKFiPvBR6fSsy3Bnm/etIyRsDkt0NUsHFbsxnn9eSskke6eA4kj8FaZsGA0W4+7EnNdLXL/D6cT+D7Vf+eTyxfk5rpmYKpZiAAMkntWtraHiTk5ycnuzmfGDGSCztgcB5S7fRR/ia5ZwMFVYDaOgrY1i/W/vTInMaLsj9xnk1lSLlS4GCBXFVd5nqYeDjTSZg6oNsSnPfJz2qvZT/AL63HO7zFwR9RTtWLsAduPUDoateE7D+0fEVpC33EbzX9wvP88UR1aRrUajFs9pHSiiiu08QSqOrymDSrqQHBEZAPueKv1i+J226K/uyj9aT2KgrySOMtwExx3q/1BI9KoxYwCeea0MfJz1rjsewVWypJxkd60NC1P7FqC20j/6POcDPRWPQ/j0rNLfvCoqneAtGWThxzx61VN2ZNWnzxseqUVT026+26Za3JIJliVjj1I5/WrldZ45XvJfIs55f7kbN+Qr5+1X7OZHPlKzNyWI617p4imMHh6/kBwRCQD9eK+fdTc+a4Hqe/auvDLRsxqvYrCUoCIwF9OMGnFyRksCBzwapLuUH5iRTx8uPm4xXWtNjIGP3uDyaVjliNoFNypB5pH+YeooEL5uxsHHPpTRIxyMDqaQKeDweKUL8oHTqeTQMRZOOwz1oMvzADuKaOGHTPHT60jAk5GAeaAJEkH9p2OW48w/yNXpJGV7ckjgHgGsh3K3NoeuJR+tE00g2yEKMf3WzWd7Mq2iNBJQs5JYAHbViTcQEDR7eR05z7VhJd7yxZTgDr61q29ySq5VgTznHBqk02gsDnZJjPQcGmbGeQqOh6HFOmZd+QBkmoXmIAIPbFXckVkYYViRjjmlWMBWJOe/zHionZhuwevemktjht3UUXAtkjdjAx0zTwQMgqoX0zVZIwRxnkd6dIGBx1/pRcLE+QCAwx9KbcMJAuW6DGPSo9xONy9zQzZAPIFIZBBbh7hCxzg8+9epeEj5uiyZXafPcY/KvMoXG8YHSvTPBQ36XcLk4E2fzUVw45fuzswTtVN1srGwznNUbPWTpEOo2U8my3ubeVomJwElCHj8cfmPer0wxxXP+JbT7RpkqlM5U/nXmU5WZ6lWKnCzGaIftMFvIW3kIBu966VeFwK5/w5B9i0W0idt0nlgsa13uF8wLnHOKurLmkKjT5YlvGV571WuvkTpxVgsCmc1Vu3Bt2Q9cfL9ayaNLamFdH94OMgmuPl05WumeKV1wxOAeK6udsjPeuca7txfXKOWQLIVwR6GurCPVo48dtFj0t7uNgYZUlCnBUjH+TWnHeSR7RLasSyklx0GP61BG8Mm1lmBJPTIGOavRsyoSshAVc9Rius4ENhuop5RmRgR0DjGa05IjLAojbI44Xn3xWdHLEzMjRgdMPjOc1oOkccbtG5QopIIPtUsZmXy+TLpkZ6rGfu8Zyc1S1OVRqhLsSzr8gU4JP+TWhqjR3LadcGRQqRkq397BwRXO6nI8usR5cCNY85B/SnEllqEOryICuxVjOxRknORknpipCzASo4cuG5x64/lU1lNbWkSvJJKyeWpW0VfvEZG5uP51QZDe3LzJuRGwQOuD6U0Nk8dwqiNtwPGSQOKmW8hlBDAZycDjiscLkorBsDIGAetNe0uERlWQgFhjcPx/rTFc238oPlYk2EZOBxVlIbMoCEIJHUn8KwYIblIeZBwDxnpU9obpTtZ5GUnDEnoM0WC5uraWsiBOMAnliTnnpTZjaWIDCOMAcAr1z2GKqxAyFYkYqS5Cs7c4p2qafeWcxFwiLFgFNh3bjnoc9xUMozdXuHRh529WZQ2CMAZxyPWs2BirEiQFdwBwetdBr01vqaQsjopiHzZ7j1HY1gF1ggZFUE4x83U0J6DPX/hRc/aPC9yNoVUvZAqgcAHB/rWn4i1NpZGsLdsIv+uYdz/d/wAa5P4Uaibfw1r0jnPk3W9VPugAH5itBMsC7klmJZz6k1yVpWVkdWGp80uZ9BAmBk+lDrlccY9aspGNmeTUc67Yyw7dq5bHo82pg38IKmtXwFCia/KQORA2PzFZl424ECrng+6+z+IoQekoMX5jI/UVcPiRnX1ps9TooorsPIErnPF740+JM43SZ/IV0dcj40mXFtF3G5z9OBUz+E2oK9RHP2nzyccgVeeUAHJ6VS08/IzAcdKj1W4FrGgw5aRgo2jOSeK5uh6yVyvDfK2szWxPOwOPpVyQZ3HttrNbwrrn9pW2qNaeSsCt5rPIMtH6Y9e9arLtgLDn60rNbj54y+F3Ot8IMW8K2O45IQr+TEVu1z/g90fw9CoIzG7qQOx3H/Guh711rY8WorTZg+MW2+F7vPfaP/HhXz/qRP2g59ea968cZ/4RS6x13R/+hivCtTQmdyRjBrtw3ws5qu5lA8Nk4/rSg5AJPTtSH5nx05p+CEHHaukyI9wwSfSnHkZB6dhSBBnnHIoJ+Xbk8j0pgJkgjr060hJVgMDuM0fdBHNRMzbsY7+tK4Egxx6deaRhg5B71GNxx9KRtw6mlcYyZsS25PIEqk5+oqlNwoCli3IPy4//AF1blUsQwA+X5h9RTXk3wJKsScE5IHJrKT1LjsNtYmf73EfG7ntnmtsuQi4YjOWwOnPNUrZIxJubBAGeR69KdJdk5UYAHTFOFr3FJ6WJHJzkZ696PIDg+n16VCs6BjvPUcAdqma9hUAg49T61rddSCaO1Eikg8ipvJVVDLyc81RTU0jyFyQeD701b92UYU5x1FPmiKzLscS4yQAQcdaJFUyAZxkdqro8zM3HHQ1IUKvhm7073AR3+ToxIPaoGZ2A/TmpSPk2gcZ65qPbtHpmkMIQd/PrXpngOYfYr2PPIkRvzXH9K81h+Zvoa7XwZdi2/tLcQAFjbr/vVx4v+Ezqwn8VHaswlvRH1OM4qDUIFdHjcYUisW31hE8SWZZ8x3KNEOej9R+eK2tVdRGBn5n4/DvXkR0Z7bWhUiURQA+grnZ9Tll8TRWcedkMfmSsOgJ6D610MswW2ZgciupsPCmm3Oj232y0Q3DRgvIpKuc84JHXrVxjzbEVKqopcxiwPuhXHcVV1ElQn14q1HDFby3CwsxiErBAxzgD3rO1eYLD15U5o8jRO+pmXf8AryRjDDPHY1iX8kcd5OPLycA9ODwP8a1NxYB2PJ4/Cs28QSXZKMyrhd3GcnuPyxW2G+JnJjl7iIRb27IjbcAA5IP1qYQs0REUsgB5571HLC0cW0oSqgkH160GOUJtBK4IPpXYeaWkW4RAwfzGOMjGCBmrX2hzu8zIAGDiqMRlUKXYlhzx1zVuInbmQgORnn1pAZupHydLsZpF+7JKhGMAruPNcvFewNqkb3HyxNycDtXQ+IX8+2s4C4VEZ9wIzuPB6/TNclbbWdHZ9sXOVxnIJ4FTGXQpqxpz6rcSXd1IsjRRCI7YweGGQB/PNWrCOeINiaQqQARyMj3FZ8dpcXSvKSAkiYOOMAHI/liuktgsEKKFG9Yxyw5yKtEsjjt2VGcZG09+Ae9THDNnG1lyQD3p4lSSUgxkAgEFehobYGjIdThecnvTEiWD5wQGXABX170+5aOJ8R42jjjvwKihQBnlWPoT+J/yaGDEElVLFuSf8+9AySOZRESQWkb7vbBqbUr1rgW/miRpEH3v4V+nrWejshYFSceh6f5xQQzDgEc8ZpNDEuI45vLZlwEHyg9cViau5txHhuvABHatNiUVlxu4yM5JzXOa5JJLdxRnIJYLx9etTLRDW52fw2lnNpqsO8+TJLG5H95gDXcXE62tq0khwqjJJrmfh5p8lrpc7SqR5k5xnrgcf41d8UwajqKLYaVA007MJHVOyAjJ9/pXnzu5WPVoJRpo6aJgYR9KqXjssfGPxqOweTmF4pkK95EK/wA6lv1/0fj8amxp1MK5Yq+3jBGRUNjI0F/DKDtMcivkexFOZhJL67aiB+dmHpSW45axaPbByM0tVdPl8/TraUnJeJWP5CrVdp4omOlcz4v0xrqxF1EuZIQQwHdP/rda8m/4aa/6lH/ypf8A2qmt+0uHUq3hAEEYI/tL/wC1UmrqxdObhJSXQ6zTJD88Z7HIqzemNbm080gL5yEg/wC8K8ii+Mwhn8xPD+Fz937Z27DOz0qS++NSXsaj/hHNjqwZXN7naR0P+rrBU5JnpSxNJrfc+m72SGOynaeRUi2HczHAAxXnbSloF2AFMfpXier/ABd1nW7ZLa9jZ4E/gEuNx9WwvNaFr8Z2t7BLc6FvdVCmQ3fXHtsqqkZS2MMPOnTveX5nufga5eO5vbBzwcTIP0P9K7evl7Sfji2l6t9uHh/zcxmNk+24zkg5z5fHSui/4aa/6lH/AMqX/wBqrSKsjnryjKbcdj1zxuM+FbkH+/H/AOhivCdSfNxLzwDVnXP2hP7Z0qWx/wCEX8neVO/+0N2MEHp5Y9K4K48d+eW/4lu3cc/6/P8A7LXXQqRimmzkqRb2OiPGTmmknr1FcwfGWRg2H/kb/wCxoHjIAY/s/tj/AF3/ANjW/t6fcjkkdUCNyg5zg018bhxgYJrlh4ywQfsHTI/13/2NJ/wmI/58O3/Pb/7Gn7en3DkkdQZgpxgGoTOAevGa5tvFoOf9Axn/AKbf/Y1EfE6nrZd/+ev/ANapdeHRj5JHTNcKOlNaffkEiuZ/4SQc4s//ACL/APWoHiUD/lzz9Zf/AK1T7aL6h7NnUKyjknnFQLKiRAKAMZHzE9fUVgHxRkEfY+v/AE1/+tWgs6Swo+QrOgfbnpkf/qpOcZaoai1uXGusIYkPGfzqETSA4BqLeNwAFTxsowSpxTWuwn5iKkkh71ajtXfg5yKfBcxITheaupPGygg9q0UUS7i22np5gUjr696tC2VONg7Y4PPNEEg3kjqTxjtVltzZx0IXp9a0SRJWAChhjHUgAUzbucDafXnr0NWGTAy7E9RxTAAXyPWmFiAoeB2z0zzUb4C5P0FWBHwS3Izz+VV5VwMZoYDYutdB4aEcurOJACivA7Z6Y8znPtXPocEGtzwxaLfXep27lvmtVI2tg/f6iuTE/wANnThVeokek+MPFmg+H9RtdKt7G2l1K7dYyUjVfJVj1Jx19BVPUW8zUyCCFijAB7ZPNeNLp91beLoXvpZZjFcphzlmYZGMmvaLjUYLJpku1UFzvDk/eFeY3zM9elB09EV4bdrue3gTpPIE/DPP6Zr0K+1WytYpbf7TGLgIQsanLZxxxXlX9pXw1CC80sxgxZ8sHGCO+a0tHt5DqFzd3THzpTvPzBgOegP1pxfKgrUfaSV9kaXkyW1qBKRuxkkVzV1K15dlckqOta+uajiPYrEkmseBPKhJI+d+ayudC0V2RXU+yPhd2OAvqayIXxMdxbdnnJqxfqs8ybvuxk7SG6nFU/7KikICF8jkANiu+lHlj5nkYir7SemyL5dXhMbjK9Bk+1WVgVkU4OTjHNUDpKkElnJPcHHFWFs48KCZSQTxuNW2YF7yNowTtAPU1E6fLx34GTikjt1ZAitI645UmkaKFAQwO0dMnn0pAUb62bzoUyqsrK3AzxyOP++q5X+zHaeIKY1Vi0Zz1BGQeO2K6q/vkjRVTcQdwAZs4OM/zFEX2ZrMyxKVdpS/XOdyg8/jmptqO+hEljHbaesUILFTu+/wx+lUp3eNl3qCSOgPT61da5ZFIkQjPQpyKikniEilsZPDZGOR1rRaEldbva3QhD09qliuEU+YwGNw5P8AntVyNI2QA7SQcDPX8qdNaxvECgDc5K4607hYhh1BomZmwA2CAckHtTxexyAq6jCnJIOBTDZRZZkjyM8HJGKZFZxMwUDGeOeBTETjMzSCBlwegHfiiT5UAdQSv8IHP+eacukoowztu68H8Kln05CxZldmYde1AzJuJk+cDIVj6fhXKao81xqsaR/e8xVXHrnArt5rGOONgEOF557H/IrndLtP7R8XWsaDIR/Nbj+7zWdR6F01eSR65pcX2SziiByETaSe59ar2HiXT9E8U3NxqBcKYViR1GQuTkk/kKubhDGVlyu1ck9q88jtpvEfiqSPypVtPN+Z9vyso7Zrz4tp3PZdOMo2ex6e+qR6vcyX0BYwH5IywxkDv+dY+s35jiKKRvPFatw0dlZBQAoUYAFcXeNJqOpIgJ2g7m/oKlu7CMYxVkTWxMaPIxHIxzTLZbi5mWCBC80p2oo7mnTpuKxqeO9ei+EvDq6ZbC8uIx9rlHAI5jX0+vrVwjzMzrVlTidDp9sbPT7a2JyYo1Qn1IFWqKK6jyT4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArv/AADZrqPjLw9bPH5kTTR71IyCByc+3FcBXsfwWsvtHjrTJNvywWzyHj/YA/mRVx2Ynudp8YdA0/T7XTLjT9PtrbzJpBK0MQXcdoxnH415SpCtyOK99+L1v5vg1Zucw3KHHscj+teCgY46810UPhMqm5Kixsc7Rz7Vaitot7Y4Gc1VjU7gM1p2sQJJHXoK3MyeC2QkgZGasxQkDbz/AJNWILZwe54ztNWkhdD+NMCi0SuxBzgZwcdKhjgG4gqSoyePpWtLAFxle2ePrUfkbdxVTxnPv7U0wMqe32rxkDpWXMNrYHPPpW/PEdpBH6dKx7hNpz3x0p3Aq5O7oK6XwU3/ABUjqfuPauCfoy1zYwWHFdZ4E0+TUfEn2eKRY2NtI24+gK1zYhXptG2Hko1E2aV5bQwSXUjMGZ3L/QdAK0Ba22uabHcOfn2bdrDgkdfpXVw+AIGfN5eSSDusa7f1q74h023sPBl1DZRLCtvHujx1U55OfX3ry40pdT154yGiSPPLZreyZ0SHa4G085xU41cwrhUY1zNtJKl2s0rEttJZyeTW7DIpUNvyMY2n1rT2D6Mz+vd0Nw9xL58xwvXBNLIzKSXQgH7oxViFCXGVUbhwQBUsyB1DMSwX9KqFBJ3kRVxbkrRVjNggRXJcgjPAx7VG7QoQqljk9lNbcSKsmCoB3ZHHSnmECLcFGSOuK3ucRj7ZfLIWOQjjrwKrzrNuwHRTkjk5rSlMhBXryNp6CqBhC7txPGSSelFwEjjMasPPJLDnjFMd0HJIO0dSaeH88DYqhR8pcj+VVZ3hhcLu3buOaAKcmnPrepWunacI1up3JV2J2g4J59uKfNo2paQJLHUoHt5DtAJ5V8KASp7ius+GmnLd+J7i+2fu7KLap/234/kDWl8XNyHw9Lz5a3cgf8Yzj+VTfUDzN5vKG12YsvXPP5VZiNtd243sC2aZeQBbsqyAgYIPsaitpRbuPlDKp5yOorUlGh9kEYyisqnpjvSKbxI1XcrKRtD9+lWreeOYmJWG8D/9VSJIrIAeCvI470hlFLyWElZkIYrgEcipbV8SMxH3R0INWDHiIDCsOuehqbyVQkxx/eGT3yaYCCZHZQ3Xkbgeo61ZMY2K8bHG7g59qgeBNgIG0kYP0p5tXjP7t8qTnj1pDKF/OfJkJBx144Irj9E1ebQdfN60RkRgY2XODgntXZXVoWOMY3DpntXN39kkRViu457mpkrqxUJOLujp5/EreIZJLK1M0cjD5mZOdvfGK6LTmstOSOJNqqgwozWB8LkLeN4HI5FvJz74r3F7S3kzvgibPXKA5rllR8ztjjZJWaPKNT1ESZAy3oo7mqFtA0EZZ+Z5eWNek33g+wuH8y2zav3CDKn8O34Utj4R0+3UtdJ9qlznc/AH0Gf51HsXcp4uNtjG8H+HVkYandRhlB/0dWHX1Y/0ru6RVCqFUAADAA7UtbRioqxxTm5yuxaKKKog+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+ifgFYq13d3u3iOzijB92wT/Kvnavp/4B/wDID1D/AHbb/wBF1S2Ymd349s/t3gfVoguWWEyL9VIb+lfNfXBFfVGvf8i9qX/XrJ/6Ca+Wk/pW+H6kVCWNeVI9Oa1LEHzDjvx+lZq/drT0/wD1n5/yrpMTeichxwcccGryDfgY6tmqNt2+taqfdX/e/pUjIpIUOAeeMVWaHCuoAIPvU9x1b6rQPuS/X+oouBnXMKqrEDp6fWsO4QkncM4A7V00v+ruP94/zrCvPut9KtbAZJTHI712/wAKhjxup7GzlH/jyVxp+6v0ruPhZ/yOI/69Zf5rWVX4GVDc9trH8VJ5nhfUU9YTWxWZ4h/5F6//AOuLVwm54mId0SbuCARirVvGeP4WzwcdqSD7ifU1btv6GthEtujSHLNhvQdKsojNuUjjIGOOabb/AH/+BH+VWJe/+8tICWGIK/IB5xkijZllQABc5+vWpF/1KUjdU/3qQzPmKW4LYySeh5NYd4dzZmIC5yEzwPr61s3X/H430rntZ/1n5fyoW4AbsRQlVHHNY8kkk2XfG0Y4HY1al+8/0P8AKqX/ADDpP97+lUxHtHwy077F4RjuGUiW9laY5646L+gz+NSfErTvtvhJ5R96zmS4H0Bwf0P6Vr+Ev+RT0n/r2T+VL4s/5FTVf+vST+VZdRnjIgW6tUU8kLt3A88fzrO8trW4U8lc9x2q/Y/8eif71RXn8P0NbkInCAsjIyocAZI+8KcsTPKuMbl4x/jTLL+D6mtD/l7b/PakMrbCi7GTDheQenXtWhEhC+ZnIOB9Kc//AB8p9U/pUyf8esn1NADXVmVQNpyCDnjpxTCCCqjn04zT/wDlkf8AdP8AOmRfeH/XP/ChjK1wQIsj7+cc+nFc9fxb2RSeS3Nbtz/qx9P61k3H/HwP9yhAdH8M7Zk8XK5bhbd8L+Qr2evJPhz/AMjY/wD16t/MV63WUtxhRRRUgFFFFABRRRQB/9k=", "path": "000894.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000895
Men Tshirts
{ "bytes": 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", "path": "000895.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000896
Men Tshirts
{ "bytes": 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"path": "000896.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000897
Men Tshirts
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", "path": "000897.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000898
Men Tshirts
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", "path": "000898.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000899
Men Tshirts
{ "bytes": 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", 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