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.
000700
Men Tshirts
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", "path": "000700.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000701
Men Tshirts
{ "bytes": 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", "path": "000701.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000702
Men Tshirts
{ "bytes": 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", "path": "000702.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000703
Men Tshirts
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", "path": "000703.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000704
Men Tshirts
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rm4lurmSeZt0sjFnPqTW9Oi73ZyVa3SI67vJru4kubiRpZpG3O7HkmqpOaUg0m2us5Q7VNa3lxYzrPazPFIOjKaixRik1cFodTbeMXk2rqEIP/TWPj8x/hXeeHb2yvIg1rcRyHuoPzD6jrXjeM06OSS3kWWF2jkU5DIcEfjXHWwUKi00OmniZQeup7b4pfdZaVAT/AK3VLdTx6En+lb17KpR+2c14rB4zv5ZNOTU2+0Q2lytwGAxIcAjGe/WvTYtYtNX077XZTebEeDjhlPoR2NeZXws6UYp7HfSrxqN2MHVF824Na2kRC3s5DgZ2E/pWbIu+5JwcZ71qI+y0lA4yuKzk/dsVFanWxShYgPRQP0rnPEkim3YbhjBraV+COa5zXwJEYEdq56a940k9Dyy7jC6pGR3lU/8Ajwr64lOZX9vavlC9hB1CLbj/AFq/zFfV7f6x/wDer6HDbM8istSMlUOMqDyTnqaMbvvH/eowOuAcjqKAASOOhzx3NdJiIFXj5AAOg9KdwOSaMYGABSZ+YDknPpigBcHA6D6Gmndn5F3N0FDKpbBXIHtmkPIyVPHQUANVNqbj8zHjcBgVJhQOtIVJIA6ClJJ4GRzyQaAHduKa20jB/WlA9eKOuDkYoAbnJwo49RTBtOZCfxPpStuYMNuBnqe9ct4p1Uu/9nwNhQMykHr/ALP+NRUmoK7KhHmdg1LxQ7StFYEKgJHnY5P09BWUL67adbn7RJ56gqsm7kA4yB7cD8qz407VNHLD5xg81PNxnZuGfyrz3VnJ3udijGKsdPpPiR9yw32CDwJQMYPv/jXTFuBnHODxzXnAODiuq8PX++L7K/3l5Q+o9K6aFVv3ZGNWn1Rt5YjdtwfT0pfQdfrSAcnr+NKeOACfwrqOcU9RzxTeuASF64ApRnkk8+gNI24sTkbcYxjmgBByBsCk/wAORimmL98ZD1xgnP8AKn/NnGOvp2FKBx2HagAGRwOPSjPQg5zQDu6dDSEtuwu38qABiFBZjgAZ5qIbpRvwdhAIXpmnsMt0BHXnpn+tKeqgnnOck0AKBhQAMe1TQ/60ZqJsgDrz6VLAf3o47GgDjfEOpC0kupS2PLcivHte+J5juDCLZndeDslwMflXpPja1t50uPtCAoJWJ7d6+fby3hufEN35EWIy4SJcda5YRvJ3PQlJwguU1dLtdQ8Y61JeTAxxYAyOQoHYVn+IbBbLXr+zGdqMFGfTGa9Z0DS107SoYQoDAZb615z49TZ4zlAH+tVG47naP8K63DlgcEpOUtTkpLJfL+QfNUUdoxbkVqAU5CiNlyB9a5YTbdi+VFE6eWHANV3hROXOF6DPetO61SFISkI3Mf4iOBWFJI0jZY1uiGDFc/IMVbt7MFQ8ueeQtQ2tv5z7m+4Ovv7VqDqaqwhvRQBwPQU4DinEZFIKoBQMjmnYpBTqAAcVvNM8nhC3dDtNtdMuVbnkZz+oFYNdB4eH2nTNasREru9t5yknldhyce/I/KlYCpb+ItZtl2w6reRj0EzVO3i3xC4w2tXuP+uprE680mB6UrId2Wri+urti1zdTTE95HLfzqDcBwB+lNHWp7K1e+vobWPAeVwozRYlm1qQ+x+FdLtgyb7ktct/eKHGPoMjv1PsK56t3xVdpc69MkYAhtwIY+cnA559DknjtjFYVMAooopgFFLRQAUjDinCkbpQAw9Kv6LrFxo1550LExtxLH2df8feqWOKaVqZRUlZjTad0erW04u4Y7iE7o5BuU1e+Yxhf7zqv/jwrivBepna+myZO3MkZ9B3H9a7UH5oR/01U/zNeHiKfJJo9WjU5o3N/wAw7DXP6w3B6gkcY5rSNwAprA1m5BUg1zQjqazehyMoL6jCP+my/wA6+qZD+9YcdetfKwcPfwkZz5g/nX1RIB5rjPJPQV7eF2Z5lfdDT1xnFOHSk7/dwO5JpjMwAAGST+FdRgPzux0x2pQcHrx0B7k0mCqDkHjknmmDd/F37AUAPz0//XSgZIyMMe3XFNxjHLDHak+XPU5PfNADi/zYBGKO3WkA2jjGOgAqpqGqadpNv9p1K+t7SLs80gUH6ev4UAWyN3HaopZY4lDySpGudoLsBk+gzXlHir41WcMUlr4bia4mPAu50xGvuqnlvxwPrXkl74n1nUtTh1C/1Ce5nhYMhkbhcdgvQfgK0VOTVwuj6O1XxKqBoLFt0hOGl6hR7ep965V5N0pRFeaYnJVeT9Se341x+h+ONK1TUpYdVnl0+H/ll2Vv95xyP5V69o2k20lok1o0Elu3IMLBlx9R1NcToVJu89DdVIxVomBZ6Ld3nNwWRP8AnlC2Pzb/AAraHhi2Wy8oWyhB82AO/rnrn3rpIoEhQADA9QOtTE5GO3vWsacY6JGbm2zzm6sLnT3JCvNCOoPLr/8AFD9amsbrDLLBJgqeo6g121zaRzqARz71zOq6CwlaWMmObHyyJ1/EdxWUqGt4GkavSR0en6il3EA+BMOo9fcVdIDdefbtXmEniKDRbxbPU7uG3udpdHDgBgO+Oqn6/hWNoPxrMWrXUOsxNLp8kp+zzxRjzIlzxuA+8Mfj9a2pc0lqjOaS1R7Pn5cCkPJAxVew1Ky1WxivdPuYri2k5WSNsj6ex9jzVnH4r7jrVkAWUZJI4Hc9aM/QfrQAD1Gc0ZyflOOeMdaADG043ZIOMmjGRyevHFB2rzzk8CjJ/wD1UANAHVT8o9DSjk5xxTGz5ioMAclsCpACcYzxQAoQEjHJqSAESjNMPTA5/GnwDEoxgD0oA5fWtFt9W+0wSO6hpCWYfXpXAy/DBoPEn9oxS2xtt25Y8FSuBgV6BfapBa39xHI4Q+YeG4rKvPFWlQECe/t4/ZpAK4+ZqTseikpRSZUl0a/WMLbrbk46uxH9K8Z8fi5tvGVpLcwiKaIxKwByDg8EH0INewXHj3QYVIGoRSyAZEcR3lvyrxHx/ql5rGtjUZ7WS3hbasIfuF6n9a3hUnLR7GFWlCKujW8dWFtb28eqW6BHeTZKF6MSMg49a8+mmJHzH5v5V6pHDBrujtazZ2SINrZ+62OD+deRzKUkdW6qxB+tKmkZ1dxjMWpoBJwOpoq1Yx759x6IM/j2rYyL0MXkwrH3HLfWpAMGlpcc00IXtSAc0A0DrTAdS0lLQAua2PDFxHb6/biaPzIpswsmcZ3dOfriselRzG6yL95CGH1HNAixqNqbHUrm0bOYZWTnrwaq10HjCKP+21uoXLw3UKSqzdT8oBJ9ec896wKQwrd8NRLFNc6pKp8uyiMibfvGQYwB6HGee35VhVv3ONN8LQWqyFbi/YTzR99i5C59AeCB379BQIwieT7nPWkxQetGaAEopaKYBS0UUAFNfoadTJDgAerCgB1I3AzSimk5PsKAJ7C7ksbyO4j++jA49favUbe7S6S1lib5X+cH/gJrydfvV13hHUHM32GR/wB2gZ4+OR61x4ylzQ5lujow8+WVu527M20/vD+VYOqM53Bps/hWnJKBx5rD8Kx7+QNkiXNeXBanfJ6GFECb6MFgRvB6e9fVT/62QBfc18rx/wDH6mDn5h/MV9TuBvfHHzH8/wCtephdmefW3Qg4GOo9fX3oCnkjIzyT7UnAIwSOeg70EEdyWPbsK6jEQ8DBDn36ZpA3XDbVGM4HWndxhx05yCeBRjnOcDuWP8qAF5I9OOgNYniDxdofhmLdqmoRQSH7sI+eU/RBz/SvOPHPxhe2uJ9L8NptkjZopr6Vc4IOCI1+v8R/AV4vPNJcTPNNI0krnc7ucsx9Sa1hTvuJs9Y8RfG+9uN8OgWS2sZ4+03GHk/Bfuj8c15df6le6pdG6v7ua5nP/LSVyx/+t+FVM+9FbKKWwri0hooqhETqFO4nFXdO1XUdJk83Tb+4tH7mCUpn6461WPpUewA96LAeh6X8ZvFunRiOeW21BR3uo/n/AO+lIrcT4+aoBh9Bsi3qs7j9K8iDccNxQCfWo5Ijuz1iX49ayVxBo1gh/vSPI/8AUVzOtfFHxZralH1E2kLDBis18oH8ev61x2W9f0prAucEnFChHsFxW3zTtNK7O55LMckn3JqRaaBxwKcKpIRr6D4k1bw1fLdaXdvC2cvHnKSD0Zehr1/w/wDGzTrsCLXbNrKduDPDmSI/UfeX9a8KopSgmM+w9O1Cz1WyW7sLyG6t36SRNuXPp9farX3R1xXyZ4a8Vap4Uv8A7XpkwXdxJE43RyD3H9RzX0F4I+IOn+MITGNtrqca/vLVmzkf3kP8Q/UVhKm0O52HTnaxOe9IQT15OSevFBAHHNLnoAMn1rMYKMMSc80fwnLnk8Z7UY29qByc/rigAx/DuGcd6lgAEo9hTBzxj2p9uR5xwDj1JoA4DxLolzd3N15F+0YeRjh0DBc+melfOnijSn03Vns5GLNHKyFyPvd819V3swW7lG4DEh61mav4d0bxFaeVqVrFMp5VujKfUMORXIpWkei4qUEkfPGgW1hbTpI+Gcc8HFX/AB8Y5tK0+WPnbIy49AQP8K7LV/g/JYt9r0O5knRfvW02N+P9lh1+hri/E8V7p9tDB5M6yCXJXaRxjBFdEZpnLUg0je8MWzvpdvIGUb4xjJ6HFeRXaPHdTRv99ZGDfUHmvZvDuYNLtoXPzqvPHvXkWskNruoMDx9ocj/vo1FPdhV2RnVqWkfkwgH7zcmqVrF5twARkDk/StJu5rUxH5paZSk81RI7NKKZmnKaAH0tNFPRGkYIiszHoqjJP4UxiUvetmPwrrT2zXDWRhhXG553WPbnpncQR+NNk8N6osLSxwJcKoy32aZJiB6kKScfhQIs30sV74R02UL+/tJGtn46J1Bz3BJ/A1z5ro/DBS7g1PSZsGO4hMwHffGCV2++SOO/SudIKkhgQw4IPY0gLOmWR1LUreyXdmZ9vyjJqzr16L3VZWjVFhj/AHcSocjaO+e5JySataLINP0vUdRMTM+1YIWyQAzHnJ+nbvWIBgYoAbg0uKWjtQAlFFFMAoFFKKACopT+8jH1NS1C5/0lB7GgCSmnrTgab3zQAq9at2N01nexXCnlDn6jvVJT89S0mr6Madnc9IM0ckayDlWAI5rPuSuSckfQ1Q0K/D2LW78tF93Pof8ACprmUbeBXjzp8k2j0Iz5o3KiKBdoR1yP5ivqhwDKeehNfKtu265Tt8y/+hCvqlyu9wWB5PH9K7sNszmrdAHCn9abxvGBk4waXqox7d6QnIwp/H0rpMA+Ybgu1e2a57xp4mi8JeGrjUnBec/urdP70pB2/gMZP0roUQKPlHHtXzh8XPFLa74rOnwvmy00mJMHIaT+Nvz+X8KuEbsTODlmaWV5HO5nYszepPJphpKX0rpIG5paQ9aWmAuaWm04UDDFNJx1p9JQBv2fi2a3hEVxpml3gUYDy2qBvxIHNWv+Ex09hh/CulN9IwP6Vye3nqRQF/2v0rKVGDdy1No2dV1y1v4RFb6Hp1jzzJCpLn8ScD8qyAM0ioOuc1JVxioqyJbvuN6cUDrQetIDzVAPoNFFAhKt6dqF3pWoQX1lM0NzAweORex/w7Yqn3p2cUAfVng3xPF4s8Nw6mq7JyTHPEpzskHXGex4I9jXQM2z5QpJI7V83/Czxe/hvxGlrO4GnagyxTbjgI/RX/M4Psfavo7aVPJyfzrlnGzKQ/u3r65ozg4yfrTR8uT0pfUknHWoGABHGc1LbgCQcCoTjj5sDPWpLc5nztCigDzzUbOC/wBZ1CW21NoXSd1ZYXJ+YHkNngfSs83Ot6aTuaO6iH94bSfxFYMupSWHiLxFcQxPKltqVy9ykQywTzPv474zz7Cuus9Rtr2BWhkDqwzxXJONtTtpTurC2fi1OBPFLAw9RuH6VgeOdbstUtI4YlWSfcCJFB+XHXJrbls43JbGKwNSt4kY7sAA9ahGrSOZSZ7Kxnn2sxjQuFA5OBmvIJ5Gkd5H+9IxY/jzXrt/NFO7iMj7PbhjI/YttI2/rXk0EQmuNzfcXk100kcdZ6lizi8qMk/ef9BUzdDS5yc0GtjEQH5RRmo87ce5p9AhaUdaSnRRvNMkUYy7sFUe56UAamk6WL5/Nndo7ZWEZZQC0jn7qID1Y/kBya2dQ19tLnm07QESztov3bTRfNLMw+8TIecZzjGBiq1lMo161tomP2fT0kKe7qjFn+pYfkBWCCcAk896Yy5aajdWV39qgmPmn7+75hID1DA/eB9DVvUIVt3tdW07dbw3OSgjYgwSL95AeuBkEexFZNbVvILjwlfW7bi1rcRXCewbKN/SgRo6Hqp1LVLf7WI21ON91vcMoHnccxyY6k9m6g/WsLV7Y22r3MQDH59y56kNyP51VilaCaOZPvxsHX6g5rur+xtbzWbS/lU/Y4ELyuOgUjzI9x9Pmx+FIZzetOLW3tdLSMxeQgeYEj5pCOSf88VjA5qa8uXvLua5kOXlcufxqCgQ6im596WgAoopD1pgLS0lFAC1Xbm7+i1YzVbP+kyH6CgCYU0nmnDpTTQAiffqaoo+tS0AXNNuTb3qN2b5T+Nb07vsJwB+Vcr0Oa6OO4a4s0fpkc/WuPFQ2kdFGelhIGP2hc/3l/8AQhX1XK2wuRyxPyj3r5TRmSRT/wBNEH/jwr6rkzvfHr37U8PswrdBhBIDEDHYGnYwpB+gFN/jycj14yT7Uq5cnr1rpMDj/iR4t/4RTwy7QSAahd5hth3Xj5n/AAH6kV8v5Lykk59z611/xK8QPr3jW+cSFrW1c21uM8BVOCR9Wyfyrjk7mumEbIlgPvU7+OmD7xpzHDA1oSITSg8UxjzTloGLTxTKeD8pNAC0nevUz8LbWyg0aPUruRZL941klgP/AB77xxvVhgDeQg55Jq+3wBu5YUkt9fhywztltzx7ZBrP2sR2PG6O9en3nwJ8U24Jt7nTbrAyAsjIT/30MfrWLe/CbxpYrvOkfaF5ybaZJMY9s5/Sn7SLCxxgpa6B/AniyFSz+HdSwBk7YC2PyzWLNaXNszrPbzRMhwwkjK7frnpVXQiA9aaOtKeuO9IOtNAPoo7UHpQA0n5qf2qDPzVY/goAB0r6O+FHipvEHhg2l3MZL/TyI5C33njP3GPr3B+lfOAPNdF4L8TP4U8T22o5Y25/dXKL/FGev5cEfSonG6GmfVeCT6CgY7YP41Fbzw3VvFcQSrLDKoZHRshgehFSADjHT3FcpQvv19Kfb/60DJ4HeoyPYmpLcHzBmgD5f1y6lsfihrl1bzGOZNRm24PX5+eOhGOoPUV2Gg6lp1wxk+yJZvcSGWX7OMR88ZC/wnIx8uRntXmvju42fEHxFhiMajNyOv3jVrw94oL39vZ3MSOspWBZA20qp4xjpycHPrzWV1azKTad0erahqQtYkNrI1z5gJRFZQ34gkEflXMSQanqM6Pfyw2sDcpEkwZz9cHj8an1TT554CEhl3E/MAMjA7c568H2IqlYadcgN56tl+SvQZHfA4qLROlOexkeKLw2ej3SWkeYlZIEYLj7ynLH15FcFFGIYQnfqfrXtGraQbvw5dW2wb2jygx0YcivG2yGII5HBrSnJMxqxaeoU1jS0xq1MiInEgHvUw6VE4BZT71LigQVd0hN2rWxPRG8w/RQW/pVOtDRBu1eGPODKHiH1ZSB+pFAE2iTD+0pHdgDJbzjLHHzGNv61VW3ma2a4WGQwqQrSBTtBPQE+ta+iW2mG0zcNE9xIjReS4Lvv3DG1R0JHGfWrmpeJoZdKuNLtrNljl2lmlblGU9ABxgYAH05oA5mtbSDvsNai7tZbx/wCRGP6ZrLjjeaVYokZ5GOFRRkn8K9E8H+A9SW7NzqiG1t5IWjaIkb3DDBBHYYrKtiKdGN5OxcKcpu0TgrOyub+6itrSF5ZpXCIqDOSe1d1qNld6FoV1p+ooFvbW0SIxkh0kU7sMvHVQevtXr3hPRNP0ewnFjbRxKWwo6kY6nJ56/yrzzxtdiSLWrpNhDJJErSMA5B24Az1AwTx60UqvtIKdtwnHlbR5EcU005utIc4OOT2rUgV4pIghkjZA6h03DG5T3HtxSCtTxIfL1mS3HItIo7cD/cQA/rmoNWs47DUGtY92YkQSZOf3m0Fv1OPwoApCinyQyRLG0kbIJF3oWGNy5IyPbIP5UymAUUUUAFVUOZpP8Aeq1VSHl2PuaALPYU1jTqY1AD4xUlMTpT6ACtDTpvkaLPI5FZ9S2rbLhD2PBrOpHmi0VB2ZsR53IB/wA9U/nX1fISWYYyN2DXyfGVLw8jmZP519YScyPjsaxodTWq9hhz0B6964Xxj8TNI8NRTWVtIL7U9pURRP8ALE2OC7exxwOfpXaXcMtzYXMEE3kyyxMiS4zsYggNj2PP4V8aahFe6Lq11p18n+k20rRSA+oPX3z1/GuuCV9TEfIJOSSXYnJPr701fu4p0Nwky5XOR1BFKU5yPxrq6EEKcuw9KdJ0NNj/ANbJ7Glc847UgEPWlWkPb6UDrQIcat6fCLi+toDjEkyIfxYD+tUya6j4fWC6n470a1ZdyNcb2GAchQW78dqTegz37xF4Yj1u01PTjc2A1m6Cy2THcrQRRsu045JAYZJHBLdq7aAymFDMqrKQC6ocgHvg4GRXCw/DSOH4kR+LYdUuYwqgC1GNoG0r5Y44TGDj1zXoFchZSvtStdNjV7qZIkbPLHoAMk/QCs7RPFuj+IIIpLC6DeYWVVcbGLL1GD3xg49CD0rP8eaO3iTw/caTal/tTrgtEwEgQ/eCluOeAQSODXhdzd32iePNHttLF5faraPG1xFLsbfsBwRtPynYSpzjjFAH1DgZzWNf6Ra3E0hkto5BcAq6sOGyMEH6j1B6VW8M+LLDxJATAXSVGMbxyrtYOoBdSOzLuGR2yPWugljEsbI2cEdutAHAaj4H0ebTHtDpdsEQBElMYZoW4wOnK5I57DPsa+efEtpb2WuPDbCML5cbOsRyiuVBZV5PAPH4V9YySJBcBJmBaYiPJONzAFkP4gH8RXyn4ziSDxnq0UaxhUuCMRjC5wM4H1zW1Ju5LMYdKRvumgHikc4U1uIhX7/41Z/gqqn36tdqSASlzmkYUzdhue9MD2/4I+KfMhuPDV05LR5ntCT1X+NB9D834mvYeOcZ/Cvj/SNSu9F1W31KylEdzbvvjbGR6YI7jBIr2/wZ8YLXVZ4tP1+NLO7kYJFcRg+VIScAEdVOfqPpWFSD3RSZ6jkZAHX69Klh/wBaPaovujHfvUsH+uH06ViM+O/iAf8Ai4niPj/mJTf+hGufikaKZJU+8jBl+oOa3/H7f8XF8SZ6f2lP/wChGuaZlAO1jkjpWdtSkfVNiwuLWGUgZdFY/iM02e1jL7toz9Ko+FLs3fhrTZ2YMz2yEkdzjFakvIrme56Cd1coPBkHArw/xnph0rxHcRgfu5T5qfQ//Xr3tF4Oe9cd478Orq2nNLGo+0wgshx1HpVU5WkZVY80TxUtimM1K4IJU8MOCPSk7V2HExjHMqVYFVwMyoPerYXigQ3FLHI0MqSIcOjBlPuDmnYpoHNAHSwaJqOq66smkRM3nbbqOT7qx7jnk9Bhsj8K7XTPhfBv87V7555GO5o7cbVJ6nLHk/gBW74KsxZ+FbFRnLIXOe2TmukU+tfP43M6im4U9Eup6FHDRteRU03RtO0mLZYWcMHqyr8x+p61eLbVJ9ATSVLbW7Xd3Fbr/G2WPoo6mvKjz1qiW7Z1vlhG50NlCtpaQRPyzqAPyzn8zXg/xgngk8TRW0Uis0S7nUdiQOvvXv8AqMf7lZB/AcfhXzB46R08bat5hyxuCcn07V9lTjyxUex4zd22c4av6Fbrda7ZRSYEQlDyE9Ai/M36A1nnrWho99Dp95JLcW7zxvBJEUjfY3zLjg4OKskfZA6x4miZ+lzdGV89l3Fm/TNQsZNZ1s7fv3lzx7b2/wDr1f1CeLQ/Fdw1hax7Iv3fkOS65Me1x1z1J71aub+G08WwyXEYQWkYiY20SgiQIfmCjA4Zun+zQBka1ci51acp/qYj5MQHQInyr/LP41QrQ1mxt9O1E2tvNJKFjQv5gAZHIyVOOMis+mAUgpaQUABOATVS2q1Ifkb6GqtqPlFAFqoz1p5PFMH3qAJlGAKdSDpS0AFHQ5FFFAGxCd/2ZgOsqn9RX1pIDufb1yec18iadN88UZz8sqkce4r68kUl3471hBWk0aSd0hmcYHJPtXmfxP8Ahrb+KEbVbAxwaoifOT92cAcBsdD2B/OvTM4OMn2pAo5BAxjGK2TsQfE81vPp13JDLG0U0bFZEbggjsatpIHQH1r3r4jfDu01tjdQYguwCEnA4b/Zb1Hv1FeBzWt1pd7LZXkLRTRnDI4wR/8AW963py6EsaF2SOc53cimE5NSkhqhY7c1bEKxxihTSP0FOHSkAE16H8GLT7V8RrVjnENvNLwcEHbtH/oVeeGvU/gVNa23i+7luSVZrTyojsJG5mB6gccKeuKU9IsFufR2dvHPSvLdZ8T65ceIdctpLOW30TSQHeaKV4ZHx0+fjcT2AOMEZ712fi/WrjQvDlze2caS3KriJHJAJPvg89xng4rzDxNrGtt4W1MeKb2K3G+ImwLIHcbx8se0ZPAJwefeuYsp6b481fWIptRZ7jTNDiJkmmlLNiIYCiMk5Y/KcjIJ3Dk8VzvhhEbxba67fXMom1S5ZTK6hzneGUsMgDcUx143e1c1rHiTVI/C2maXIRHaQ5FvEVHzKrEh5AfvHLYUHgDnk81iR+KtTcNHdyC5icgsGQBgfVWAyrehFAH1h4Pbw5fvfajpGl/Y71Z3hu/NhCTB+M55Oc4ByDzxXX14z8HvFljPqN7p99Pt1a+Ec8bOMC5UJ94f7R6keu7HAr2Qk/LtxjvQBjeJNMbVdIntovluCAYZDxscEFSCORggGvkXV5Hl1q+eRdrm4k3LuLYO45GTyfrX2Jq1wbbTZ7gEBIo3kZtxHCqT2+lfF7StPK8z/ekYu31PJrajuSx46UyX7hpw6Uyc4iat2IiiOWq32FUoOefervUUogBo4FIzhetQSTADg802wJJJhGPUnoK7z4V+BLrxRrkOs3rGPSrCZZMf893U5Cj2zjJ/CoPAPw+k8QXSX2pRyLaZBjjIwZfc+i/zr6P02wj03T47WCNEReAqgKB+FYTn0GkXGJAJbjPJyalgH74H61XRGxmRucnGB2qxBjzQB6ViUfGvxCY/8LE8SD/qJT/+hmuYrpviH/yUfxJ/2EZ//QzXM55oGe/fDC/8/wAHWak8wl4j+B4/Qiu2dty1498JNTCxX+nseQyzIPY8H+lesxyZXBrkqK0jtpO8USBsVVuvm4qZjg1VmfmoNDyrxZ4Mu31OW702FXR/maNTgg98DvXDTQy28pjmjaN16qwwRXvsvL7u4NUdU0vT9Wt2W7tkfjh8YYfjW0KrWjMJ0E9UeGJ/x8IPeruKNTtILLxBJaW8hdI2PJ6jjpTsV0J3ORqw3FCjLAepxS0+FxHPG5UMFYHae+DRLYR9A2Ih0/SrSJ5EjRY0QFmABOBW/HpF4+PkRR7v/hXzv4g8RXOvXvnPmKFRtjiU8KP8a9s+Fvi+PXNEj024lzqFom0hjy6Doa8mnlUH71R6s7JYpr4Tp49AlbBluEUeijNbFlYQWSkQr8zfeduWapFqUcCu2hg6NB3gtTCpXnPRsiumCwOW5UDJr5w+KVi1v4sa4I+W5jDg+/Q19Eag5Mawg4L8k+grntX8P6Rr8ZttSh8yPKlGAwcD36jPNdJkfMGMVYsJobfULeadDJFHIrsg/iAOcV0lzZ+H0vtXjWxvhDY7juN2vOGChR8ncmsqe58PSfLHp+owcfeF0j8/QqP51QCaU5uNXn1W7w6W267lz/E2flX8XI/Wk0f59Qm1S7HmRWgNzLu/jcn5F/FyPwBpVbTDay2sOoXcCSsrOJrdWDFc4yUOe57UxrG/+wyxWkkd5Z7xLIbY7iCAQCy43DGT1GKAM2SR5ZGlkbdI7Fmb1J5NNpyI0hwoLHk8DPA6mrF9YT6dceTMFOVDpIhykinoynuDQBUooooAZMcQOf8AZNV7U/Iv0qa5OLaQ/wCzVa0PyLQBaJoQZOaTANSRrgUAPop0cckrhY0ZmJwABVv+yrtU3yRiNc4+cgH8utJyS3Gk3sU6CQMc9a9IsvhUpRJL3VmKsAdltFj/AMeb/Cuq0vwtoehLutbOPzAOZ5zvf8z0/DFck8ZTjotTohhpy30PG9OhlNxC+0hTIuCRjPzCvr6bJlOWYAHIA6E+9fK/2Oc30ey3kZRKOQv+1X1O2BK3QEtnFaUp892RUhy2QKMLgc56k0pz+P1pBgkCg8YA6/WtjIjmhW5iaJlBU9c15h418F22rRtFPGFnRT9muB1U44BPcZ6ivUvvdM47VU1GzW9t2Qj5h9047007AfH11b3OnXU1tcxjzYXKOAehHWqUrK7Aqep5ruvFngvxDc+L9Sez0+SWGSXesuVCcgdyfXNcNeWF1pepTWV2gSeFtsig5wcZ6j610c6ZNhznIFC9KQ9qF60xDjXt/wAAYhHb69dtC0pLwRKqgEnG4nr9c14fnmvob4AxpH4V1CTem+W9PyZ+bCooz9OTU1H7o0ejeJ9Q03TtBu5tVIFn5T+YD3AUnj34498V84WcUet3ttqOvzm71K+iB0+ylYlSmSF8xxjaMAnAOWPUgHn6F8b+HD4p8I3+ko6pNNEfJduiv2z7dvxr5vSS+hS2k+ySNd6bEbG+siP3iMu4LnuAQR8wP8JBwCK5yjQ1L+zdGvX1O50qHXtOngI/fEB4X3n51VcDbhQoxjAH55MGmeE4bLUrTUdP1V9amzNpsVowdUjYAxhiCeRnnOcdK27y5udDsotV06Wzng3MsYml2tIrsW2Nkhgy55znoeSGFQ2t9darDNENF/s+FZAs0kGHcHknAC+vPv0APYAhg0PWLKztNStFMOqaWiXETKclYlUBs4HG1jyCeVYntX0J4F8Uf8Jd4Wg1R4VhmLNHLGjbgrrwcd68Aup7qbWbSB7ia2vVvftDruP+jD72ZOeCqckDptOffuPhHeS3Wt6rPbvNHpE+oXNzEojIiYnaq5PQHrgZ59OKAPQviHqP9keAtZud3Jt2iQAdC42jp05PWvkgDGAO1fSnxnvfsfgC4tTACLm4RNy5AXktk+p+Xp+NfNeea3pLqTIkXpTJz+5b6U4dKjn/ANW30rV7CIbZ1K4z82avAZUVlQOEbPftVvzyygAYyQCT6VMZaAOuGPCL36mvSvAXw7+1SRX+rWpY5Bt7Vxwf9px/Ifiap+A/At1ql9b397BttUYNFE68ykdDjso6+9fQ+l6YtjFlgGlbq2KznLsNINN06LT4duB5hHzN/QVfY4HC5zxn0FNJOMd+9PA7YNZMoQnpnp71JBxKvvmo889TUkJJuF6YApAfHHxCTPxF8SH/AKiM/wD6Ea5Zhiup8fuR8RfEg6j+0p//AEM1y7jjPagZteEtX/sTxHa3bH9yW8uXP91uD+XX8K+gorgMAQcg9CO9fMIOK9j+H3iH+0tGFpK+bizAU56snY/0rKpG+pvRnZ2PQjKStU5ZDTBPx1qrPKB3rnaOm4k82FPasLVtbXT9Gnnc/MqkD3ParN1dZOAa828a6m0lwlkGyE+dxnv2qoRuyKkrRMC0le41JpnOXfcxPvWlj0rK0v8A4+z/ALhrWAxXYcLG0U4jmjFAhBXTeChfWmu2+p2sy24hkCB36Su3SIZ6lv0HJrM0rTEuxNdXkjQ6fbjM0ijkk9EX1Y/oMmo77UXupIhEgt7eDiCFDxH3znux6k96APpbwv4vs/Eml/axGbeVGMcsLHOxh1Ga6A3sCry+SOw5NfN+j6xqsN1LrehuDPtDX1l13nu4X+JT145BzXZ6Z8WrW4XZd6bJGw6+TKCAfoRkUAelzT/aZ8YC7iATntWJ4o1620PQbm8ldVkVSIEJ5cnoB/OuM1b4pKqBNKsZPPP3TI4PPso61w2r6jdPefbfEMoub5TmLTyfljPrJjoP9nqe+KQzNv3e00dIpQftWoSC6lB6rGM7M/Ukt9MVi1Nc3E15cyXE8heWRtzMe5qE9qoQlOjkeGRZYnaOReVdDgj6EUmM8AZPpVyXTJYvtmZIyLQJ5hB/iY42j3Bz+RoA0bG/kvrhXB8rVYlMkFygA83aCSjjoSQDg9+hzWZe3xvJAVjEMIJaOBCSkeeTtz0BPOK0dKEOl2q6vcpvkaTZaxZxnBG9z6gD5R6k+1ZmoWwtNRuLdTlY5CFP+z2/TFAFY9aKKD0oAbJC9yhhiXdI/wAqj1NRafp15cNshtJpGBKkJGTz+FaekDOq23+//Q16T4NIju7uNOAJSfzGaxnV5ZcpvCjzQ5ji9P8AAPiS/YbdOeJf7052Cuos/hNeogkvL2AMP4IwW/WvUbViQAausuU5FYSryextGhHqeK6h4e/sWdFLblyCSBisvXNTeLUY/IRC0MSrhk3YJ+Y5/DFej+LLQSeWzfc3cnPauHs/DOt6lZLqVvp8kiXkvnBlI5XOB36YrNzS1kypR+zEym8b64ow0kZxwAyEf1ph8b6m67ZI7ZvX5T/jXoNr8NZZEVrzUEjPdI49xH4mma38PdMsdA1C8a7nkeC3eRcqoGQOK5frFFytYv2dW17nE2Piqd7iINbxcuo6n1FfVDj94/1718V28ci3UHzMP3id/cV9qSMQ7YAyW4r06UVG9jiqSbtcTHPoaaOO/v70uWPPGP50nJOc8AYxWxmKM44zknqaQjjAOAOOD3pScKSTtPQU1FwMKFxQBxmp2Uov5V8tyC2Rgda8C+IkIj8c3/GCwjLD0OwV9YkLjnAz3r5K8czm68c65Kx5+2yKPop2j+VaU1diZzpoBwaUikxWxIY5r6U+B2j/AGPwSuoSIC97M7xnOcIDt6duQ36V82Cvrb4Y272vw40GNiMG1VwAMfeJb+tZ1Nho7A9K851/4XaRqupQull5MSoS08E5jnDFiSA3dSGOc9MDFejU3b827J6dKxKPBvH3hTQvDjaXpOlR3b6lqEgizK+8yIWG4s7HPGOAOPm561meFvDDa5JLeaVdy2t3LeTI7xAsDiXrInygoFKngls46Cu78a+GLPXfFcl//bUcS29qLa/i81MwIfmyQ3TcCOcjGO+a3fh/4cfw7Z3m++Fw166XDKkQRA2wAsuMZBAHYcg+tAHns/wh8QpA8Dy6cbWRyZ/7PDrPMvJ275M7QWxwOO/avXPDuhW+iaPbWcdtBEIUUIiL9zCgHnucgknuTW5VWWd2k8mAfPjLOw+Vf8T7UAeW/Hx1Hg6yUkh2vl2r1yAjZ+lfO9e3/H3bBZaJF5hklmkkd3ZuTtUAcdAPmPSvEBW9PYljx0pkoyhp46UEZFaiM6OJ5XSNBlmYKo9ycV7zovgLQtHe3mFp595GoBklJYFu7BegNea/DvQzq/iiIspMNoTO4A6kH5R+ePyr6R0jRiWFxcrjHRa55OxSLWh2Bt4POkXEr+vUCtYYGWY4Hr6UuQBwBgd6CRyOCQeg46VncYIcDqT6Z60Dp7+gpFIJJIUg9854peBEC3XsOnNAAPpipYCBMo7kGoweFwMD1p9vkzAnrzQB8b/EH/koviT/ALCU/wD6Ga5rtXZ/EC3Q+PvETY5OozZ/76Nco1sR0oC5WChiee1aOh6xcaHqcd7bkEj5XQ9HU9QaplCgbNQc0DTse76TrtrrNgtzatx0ZD95D6GlupHIwO/evFtL1e+0e6FxZTGN+hHUMPQjvW5qPj7V9Qg8rEEHGC0S4P8AOsXT10OiNZW1On1zxFbaRCyBhJdEfKg/h9zXmd1cPd3DzysS7nJNRO7SOWdizHkknJNMrSMeUxnNyL+ljN0f9w/0rWrL0j/XS/7n9RWoaszJ7OOKW9hS4bZCXHmHOPl7/pW1qkcOouk8K28MCjfcXI+6pP3YlHfaoUADknJNc/W41qh8FRTuEJW6YoQ3zAnAPHoQvX1FAGdeX4njS1t1aOziYmOMnJJPV29WP/1qp0UtAAkjxOJI3ZHU5DKcEH2Nag8RXrgC7S1viOjXUIdh/wACGCfxNZXrSUwNZvEWoeWyWxgslbg/ZIRGxHoWHzfrWWcs2SSWY/Uk103hfwDrviqRWtbYw2eebqYFU/Du34V7No/hfwb8O7WOfULqza+HLXN2V8wH/YT+H8OfekB5f4Y+E2v680c94n9mWLc+ZOP3jD/ZTr+JxWr49stB8BaSmg6LD5mq3qZubyYhpUi9Af4d3t2Feqx+O9Gn8MXviGJ5TYWrMm+RCnmsMcJnrkkCvmXW9Wudd1q71S7P7+5kLsB0UdlHsBgUDI9IjWXWLKNvumdM/TNXbdZLjSp4oxmW+1COME98Bj/NhVbRh/xM0kJwsKPKx9AqE1saKwt9DjvCMm0kuLgf7wjRV/8AHnFMRla7cRzakYIDm1tFFtD7quQT+LZP40mq5lWyvOvn26hj/tp8h/kD+NUntporaGd0IilLCNj/ABbeDj8TV20b7TpN3Zty0P8ApUXtjAcfiuD/AMBoAzaKO5ooAu6RJDDqkLzyCOME5YjIHFeleDWhub26mtpRKhYbmAxg4rzjRbOO+v8AypmAQIWOa9H8DQLa6xdW8civG0asNuOCD04riqte0t5HdSv7H5nocC4f8a0MEpVW3T56vH7tYmqOO8YRtJpciRrud/lUepNcta674006zt7ZNJ2wQxqiL9jONoHHOa6rxign014icBgRn04NeFPdvFbyqurSStt2KPNODxnPX8KbpRqKzM5T5XdHrFt408Vz5WPRIJWQZbZkED1I3cVT1nxdeX+h3tnqLQWDTIYjlg3B9ACWrx+4G1Y3SYqX4d/Mzkgc8j61aWweGwsrtpEInJwOd3H9KFgqcbOwliJak6AC/iAYMBKoBHQ/MOa+ynyXfkdTXxpB/wAfkH/XRP8A0IV9lyEeY31NdlM5ZjTjnnt2NA4GBRj0B98U0E7mPY9K0IBgCQTnjpz0o56Ac+vpSf5FL0X3NAC9Mc84zmvkjxsoTxxrqjp9ul/Vs19b4ABwOvr3+tfKHxDj8r4h68vb7Wx/MA1rS3YmczSUporYkaT8rH2Nfafhy3+x+GtLtsAeVaRJx7IK+LUIDZIyAenrX0Npfx20VkhS+sbi2XaAwjTfsP8AUVlUTew0ewUYriLL4s+C73AXXIoWPRbiN4v1IxXT2etaXqEXmWeo2lwn96GZWH6GsrNFHJ6v8P7S511tZghWW9nOLkzTMEcBgUOwcErhcDgcDOa6+ysIrJfkaR22BN0jljtBOB+GTVlJUkXch3D1HSohOJZNkZ4Xq2OD7CkA2aRWWVPMMaIpMkobGzv1+n5V5/4tj8dTeIdEn8JX1qdLmTLLMmUjIBO926srK3Az1H413d7b211aT2MhxFMhjkVDg/N1HHcjNcTqcmp2uqt4e0xzbvf3CPDKs5MltGVBkfaQQyqEYAZAywGDxQB5j8dLjf4rsLcmMyw2YMxTON7MfXpwOleXCu3+LaRweP7m1hlllSCCJd0py2SNx7D1rhhXRDYlkw6UtItL3rQR7z8DtEitvDF5qckYMt9clVJHRE4/mTXrAwAcAD61x/wtKH4b6MyKAfKcMR3Ids11+c1yy3LQnJUEjP40Mu4EDjPHSnYyfpQOBnA/GpAQ8DAAHbgU0qO44/CngY680hxkZoAQjoOmOg9Kltx++Bz61H2qWDmUf4UAfIPj+Z/+Fg+IlzwNRmHT/aNcyXJ7mtr4hSOPiN4jGeP7Sn/9DNcxuLdWNAFhiB1NQMRTCe2aD1oACRRmkooAKKKKANLSB88x/wBkfzrUrO0gcTn2UVo0xBW/bugGmWMpAgvLVo3z0DPIxRvwYL+tYGcDPpWjrIKXMFvnDQW0UZ9jt3H9WoAoOjxO0cilXUlWB7EdabWlrY8y8ivVHy3kKT/8Cxtf/wAeU/nTNPudPtA011ZteTg/u4nfbF9Wx8zfQYoAs+H/AAtrHiWcx6ZZvJGv+snf5Yo/95jxXbWdh4F8DuZdXvl8QasnS2tkDQxn3J4J9yfwriNS8U6zqkIt57xo7RRhbW3HlQqPQIvH51lQvGkyNLF5kYILIG27h6ZHSmB3Wv8AxZ8Q6sxhsJBpVr91Y7Y/OR6Fv6DFY2j+C/Enii/V47G6ZZWBku7gEAAnliW5P4ZpsPjK504Y0jTNL09h0lS3Esv/AH2+T+WKbL498VzSb21++Df7Mm0fkKANz4i63bRrZ+EdIkzpekqElK9Jp/4j745/EmuBq/NaLFp6XVzIxnuSWhjB5K55dvYnOPXk1QoGaFn+40rULk9ZAtqnuWO5v/HV/WtqxtpbnwlHbwjMtzN5K/8AApl/+J/SsW9Ag0vT7b+J1a6f/gZwv/jq5/GtWzufs/hN7tJdskHm2qKDzvkIO7Hsm/ntmgRla3dR3N/5duf9EtVFvbj/AGF7/Vjlj9aq2d0bO5WZVDYDKVJwCGBB/Q1B2xRQAg6UUetFAEkRwHPsP516R8LY83FxIB3xx9K88tDGPMMihuBgGvU/hhGvkyuiBQWbp+FclX4mdlJ/u0elWy81ak+5UMS4p0rfLXObI4/xUw+ysWOF5yfQYNeDz+Hr6CV3MUOxWjAO8N97GDx9a9q8dK8mg3aRnDuu0H61xOvESWurxQJCPNNnEgRcZEanJB7e/rWkJcplVV2clcQXt/rCWrxxCYlwdownAHP6VXlkb7PaQSwlWgTarbuDzk122lqNN/4R+R5nSRbe7lcuNykncFwPwrkLtXNohLueRkEHAque9jPltcigObyHA/5aJ/6EK+y5BiVvck18ZWqg3UAPP71f/QhX2dJw8hPrW9MymNboRnp1pMYzkgccCky3Tjjpjr9aMnkL1J5/wrQgUkAZOcelGSBkD5vQ8UduRk0pJzyfwFADQOcY5HpjH1r5V+JPHxH14Hr9qP8A6CK+q88EnPNfKnxJ/wCSka/nr9rP/oIrWluJnLUhNKaaa2JBe9TDioV6mpzQgDOKacKdy8H1HBoNNaqAt2+sapZsGtdTvYSOnl3Dr/I1uWXxM8ZWOwRa/dOE+6JtsgH/AH0DXKk03vWbSGjvbP4t+LrSJ44ru1KuxZt9qpySck/iaur8YvEguXvHt9Le8aDyBcm3IdUznAw2MZ5rzpakP3aahETkO1HULrU9Qnvr2Zprmd98kjdWNVAeaHPzUCjYZOvIpaanSnnoKoR9LfCB9/w1sM/wyzL/AOPn/Gu66duK86+Csnm/D5U/553kwx9dp/rXovNcsviZaEJ445P1oxwCecUhIHOeBSnucZ7c9qkABwMnqeelJuBPPX60ufXH4Ug49cnnmgBF34+YjqeF/Sp4D+9GBwc1CuRwefepoR++X6GgD4y+If8AyUbxJ/2Ep/8A0M1zaozfdUn6CvePEngqK58W6vdvLCnnXcj/ACwgnls8k1WTwfYovzzzt/u4X+VOzJ5keLrY3T9LeX/vnFB0+4H3kx9TXt8fhvSYsZtvM/32JqzHp2n24xFZQLj/AGBT5WLnR4dHo95LjZE7Z/uqTVyPwpqsoUpaSNn8K9pDBOFVEHsKhlnYA/MR9BTUO4nM8qh8BavJy6Rxj/aarKeBHjwZ7yNfUAV3N1Md33mJ9zWPPIC7b8gdtoB/nT5ULnZzdzo8GkxL5MxlMh+YnHaqlaOqsSYl7cms6oZaZLa27Xd3DbJ96WRUH4nFTancLd6rdzp9x5WK/TOB+gFSaQfKu3uOcQQyPkdjtIH6kVQAwAKBmlL+98O27n71vcvFn/ZdQw/UN+dZtaWmOs6TabKVCXODG5ONkozsP0OSp+vtWeyOkjRspV1JUqRyCOooAjooqwbQrp4u3cKHk2RJjl8fePsBx+JpgVieav2VpEsH269B+yq21IwcGdh/CPQep7dOppLOyjeJru7Zo7NDglfvSt/cTPf1PQfpUV9eNeThyojjRQkUSn5Y0HRR/j3OTQA28vJ7+6e5uH3SNgcDAAAwAB2AHAFRRxtNKkSA75GCLj1PAplaWi/urqW9IG2zhaYZ/v8A3U/8eYflQBHrEyzatcFCDGjCJMdlQBR/KpLg7fDlkv8AfuZnI9cBAKzfxyfWtxn0+PSdNjvYbqTMcki+RIq9XI5yD/doAw6K1TeaPGv7rSJpH7faLslfyUD+dQ3moXN3arH5MUFoHyscEWxN2O56scepNAGfRRRQBcsDZK8hvofNj2/Kucc16/8ADSCOPRoHiGI33FR7ZrxuztnvLqO2RVZpW2gMcDoa908DwG10S1iwAUXacdOtctVdTopSurHZqMCo5zhTUwwRxVW6bCkVznWjgfHkzRaJKyjJ3DgHHevKj4nuL+8limjtoIZZ952qRjaMDB9K9R8apFdWSW8y7kd8kZI6fSuBfw/patlYOPTcf8aanBaSRnOMm9CtqOvLaw2psX8yWOzZJBIgZU3Fun4Gs6a4SWJdscgYDg5GKkuNFhtDM+qRTRIUjFuYjnr0z7YrRnsI1UAKw9DnNXLljaxEbyOetzOt7DwhzKvbH8Qr7QlJ8xuB14r5Fjsv9LhIZD+8XqcdxX1y5/eSHPAP5VvSlzIwqRsJ0HXn17mgHCjAP9aACMZXGO1IWXOAOevpzWpmKMLx+mKM4OOenYUAcAAY4544o+9wpIAPagAJbnIA9MCvlj4oIYviXrg55nVgT3yi19Tjbk7eT0r5i+LybPibqn+0sLZ9f3a1pS3Ezh6SlpO9bkgvWpzUC9fxqc0IBpprU40xqYDCaQc0HrSVIyZakzlajSn9qaJaKzn5qBRJ96kFSUieM1I/AqKPrUjfdq0Jn0P8DzjwHN0GL+Xn/gKV6V+teY/AsZ8FXee1++P++Er05iFBBIH4Vyz+JloQYHHU+tBHGQB9TTeRzknP3RjGPwp7egGR65qQGhMnJJ59aOD0NKSeg7dTjrRnHXFAAPbgZqW3P70fQ1D36damh/1oFAHmOuD/AInl/wD9d3/nWYwNa2tD/ieX/wD13f8AnWaR7VqjB7lcrmmFKnYUwgUAV5EXaMMc9xiqkyjNXXx0qnN93OM/jTAzbrygec9OgrHl2b8Kpx71p3jHk/KMcVkTMc8E49qAMTVf+PpRxwv9ao1d1Js3eD1CgVSNZM1Ww9ZHSN0ViFkADAdwDkfrTKKKBhmrE97NczNNJtMrIEZ9uCcDGT7+pqtS0ANq5NeR3N5E08JFrEAiQRtjCDsD6k8k+5qnSGmBYvL2W9lDSbVRBtjiQYSNf7qj/Oe9VqD1ooAQVYjujFYT2qoP30iMz57LnC/mc/gKgooASu30fW/B0+iWen+INJu2nt1KC7t25ILE9iD3964iigD1C1j+E0TrK0uoy4OfLn8zH4gD+tVfiF4j8OapoGm6doG1Et52fy0hMaqpXH55rzoHPFITSAQ9aKTNLQBc0yYQanYyHGBcrnPTHQ5r3vw4ix2aomNoJxj6188bipQjqGzX0R4bljnsIZ4seXIgcY6c1hVNqO50yE7BVG8ar6D90KzL0hVZq5TsRyuo2a31wyvGrpGuSCehNY0+jWRyI5jE47k7h+RFZXiXUrtdbkjt7qaONVAIjbGWrKjuriWUl5HkY9S7Ek07q2qM2nfQs3eiS201wjS2k8UqKQTIADjIPB79OKrzRKkMaMF+UYziogjiQkL1bJq3cx8euaicrsqKsVIY4/tMOFU/vF5x7ivqZ+XYe9fLkCEXMXQfOv8AMV9RuMu3Xr6V04fqYV+gzOTgc+p96ATn1pOecEf4UM2xePmb+Fc9a6TnHYA6EZ+tNyq5656DmkG7GZOvYDikTOPm+93NADi20DA3c44NfNvxph8r4izN/wA9LWBv0I/pX0kB8xwOe/FfPfx3i2eNrOTn57BM59ncVpT3Ezy4mmnrS5pK2EKtTnpUC9anNNANNNPSnE00nimxER60g60p60g6ipAmTpUgqNe1SDmmgKsv3qFol+9SJU9QJ0qQ/cqJKlb/AFZq0M+hPgaMeBrhu5v5P/QUr0zaMj68V5z8E02/DzP9+9mOPX7o/pXo+4gHaMkdSa5Z/EykAOCef6YpA2SfbjmkBGCB2OPal4J9ulSAbgM5Pv1o+9zmkJO7HXPv1PpS8DrwB60AJ+PbnFTQHMw+lRZz0B96khwbhfUA0Aebaz/yHb7/AK7v/Os7HOea0daP/E7vv+u7/wA6zmY461qjB7jCMngVG3B6gUsj+pNRHLdBQAyUjHWs+ZlAOM496uSBqz51YZ7D34pgZV5IRu2hQPftWS8jHjfge3FaV5H0y/4DmstlXd93igDG1A5vG+gqrVnUP+Pw8YG0VWrJmq2CiiigYUnelpKAE9aSlopgNPWig9aSgAooooAWk70UUAA4ppPNKaNopAJS0YoFAEMzlW46gZr6M8JRBPD2nAf8+sZ/MZr5zkTe7HsBX0r4aQp4f04D/n2j/wDQRWFbY3o7nQrxF+FYmrzCKFiemK2mO2CuH8YX4g0+Vs4yMCuQ7FscBOTPdSzNgl3JpvlRg5z+VUvPBIGDx6VY8+PGd4AzQSSnapPLE4zTXn+XGxj70hniMhO7ORxiozKegUk+hIFTYLjoyWuYun+sXp9RX0+/+sf69a+W45dt1EoAB3rwvPcd6+pZB+8Y89a68P1Oau72IywAHPJ7CgHcDyADnJBoOcnr0pcADB5xwM9q6DAQY3MQvA4HqaTnHDbeeSOc/SlBGeTj0GKFBzwMD2oAUZ2jnk9s14P8foNuuaJPjhrWRPyfP/s1e8fxFsEknAOe1eNftAQE2WgzntLNH+aqf6VcNxM8MooorcQq9anJqBfvCpqaBjTTT0p1NPSmIiY4oHWh+tAqLgSr0FSiok6VIpqkBXl+/TUPNOm++ajU81IFhOtSH7hqNe1SfwmrQH0r8HYzF8N7EgAmSWZxzj+Mj+ld2QW4YgHHQHp71ynwztzB8N9ETbgtBv8A++mJ/rXWKgTtk9ziuSW5aDtnaaM9Bn8KG+/uY/dyRScsR6dx2pAKpyM5H4UnJH060A84br7DigltpYL9P8aAEdtzLnJH1xU1s2ZR179RUCjbgA9OlTwf68DB4FAHmutLnW7/AP67v/OqBjHPatPWQf7Zvj/03f8AnWeeua1Rg9yEqoHc1GQPQVORx0qNg2OBxQBUky3AzWfPGSCTjPvWnIrHqaqTRgDB/WmBz10gzkn64FZzISTtQ/U1t3ARM/yArLnlIBYABQKAOa1Ti+Ze6gA1ToZ2lmaR2JZjkkmismarYKKKKBhSYpaKAG0UUUwEI5puOacetJQAdaMUUv40ANNFLSUAIaXNIaKAFxmlxTd+KeGBNIBFjJUjHLdq+m9HgNvpllC3Bjt41Pt8or5y023N3qlpbr96WZEGPcivptF/f7V6Diueu9Dow61Y+6bZBXknju7LmOEMfmfPHoK9T1WTZCcHgCvF/FMhn1FMdlJ/M1yo63oc+AowSST/ACqVdpx1pBHg8qc07KryePqaDMfhmUD0pyxkHkYz14oG8jcDx7VJGrP82COcYfrQBJa2peeJt643r3z3FfT74WRzySTXzNbRMtxEeMb14H1FfTUnDtjrmunD9TCv0IwMkHBHfmlAxxnH1oxjrkYoPOck59Ac4/wroMBeMdc59abjGep/Gl/iCgnj2pBy3JAA6c9aAE2gc4GeB0ryz48wg+EdOlwMpf4/76jb/CvVc4GSwxXnHxug874fbx/yxvYWPtncP61UNxM+bqSnEYpCK6BCp94VMahT7wqWmgY00h6UppD1psRE/WkWhxzQprMCZOlPHWmJ0pw61aAhuPvGokqS4+9+FRL1qHuMtL0qVVL4ReWYgCoU+7Wv4ctPt3iTTLXj97cxg59NwJ/lVrYD6v0Gz+waBYWSji3gSMY9hjmtDJJGT+FMgUi2jx0IzzUhIHHJIrkKDuPr6Ui4xhTRzgEZ69DQFwuc/UigAORk9f6UzgnJHzA8ZH604nPXAHtRgZzmgBVUfewc4wKkt8eaOucd6iJ3e4qWDHnDj1oA861cH+2r7PTz3/nVEgCr2sn/AInV7/13f+dUCa1Rg9xhxUbNxipGqFyPX8hQBBKeD1qjMcgjirsvB4BqlOGwQAB70wMe6DOzAKSc9hWFqsnlWcpLAMflGOvNdDdRuRli2PfiuT8QusZhiB6ksaGNbmIBg0Um4HvSAg1mzQeOlFGOKXtSGJRRikoASig0nSmAGkp1JmgBMUm2jNHWgAApTSjig0ANFIaU8GlVc0AR7SaeqEHrT9tXtI02XV9Vt7GEfPM4X6DvSY0ruxc8I200mtw6iIGkgsn3Y6ZcDIOemB3719DaTexXUJbJWb+JGBU49cH16/jUel6FZ6dpUOnxwp5CAcEdT6/XPNZGtW0mkTx3Nqp8w/IkjOQu4g7i5z14HauabUzrpx9mautNiJvpXjetlZNRYAnKqAcfjXf614lgl0+SRSpZQFyjZVmwM7T3FeayMZJHkbqzZNc8tDok00MVOmcn8adhAccAUo24pSc9B7dKkiwm5BwKVXI6CmlD2FP2k8E7fpQBNBJ/pEWWwd6/zr6ac/vG9Aa+Z7eFWuIiAWPmLyPrX0u/+sb6munD9Tnr9CMH5j2GcdaGZtuVBAz60KezHLH07U49RjsK6TnGtkqADgnn3xThtAzxj36Ui8jcRgHpk54pBy3O0DHFADskjAxkj0rkPihZG7+G2srnc0aLN/3y4P8AIV1rEYC5OD15rO8QWovfDOrWzIT5tnMoH1Q4prcR8eP1puaXOQCfQUhrpELH1qWoo+tSE00DENJS0YpiIX601akkFMXrUASr0p4pq4xTs00BDcdR9KhSprjnFRIKT3Asx9K6HwSf+K30Qet5GPzOK56PpXT/AA/iE3j/AENSMgXSsfwBP9Kf2Rn1aAAMccDBIp2CeM4zSAZGBx9BQW2ryPrjr9BXKUKent6UgUk5Yc+x6CkA3Eeg7YpeR04FAC5PQE0mSwLZBpDnOG/lS555Xjt9aAAnk8N7npUsAAlXjnB75xUQO7uCfX0qSBgZxg8Y4z3oA861hSdavf8Aru/86oMoHer+tH/ic3vP/Ldv51nnpWq2MHuNbAGajYgDgc05s4zUbZNAEEshxwMVQnYkdcH2q7IBzVOYde1MDIu8nP3jnvXC6zJ5+ovzwg2V3118iM5OMAnJ4rzeRi0jOerEk0pFRRCYyOhpAWTqKmpCARzUGgLICPen5qBkwcrSCRlPNAFmkI4zTBKDT9wNACUhApTTSeKADNGDTQeaf1oAbto6c4p9FAERkx2pvne1S7R6U0xigCEyk9qBKwqXyhShAO1ADUlDfWvTvg/pYuNXu9QdMi3QIh9Gb/61eZFPSvdvhJbfZ/BzT45nuGJ47AAVnUdomtFXmd9nHSqOolJLZ4pRlXBBqwsgPB61n6u+yzLehFcTO9rQ8z1zfBPLbXSsLUOEhkllz5fy5G0dge/Fc95TZIJrW8RPv1mSTjc4HboO1ZTDnBJPtSqSuZRjYAEXjrmlBIHC/nSqfwpx496zuWM3Z68fSnLGAcgZ+tNPXNLuYduKoku2z/v4hnjev86+jpf9Y+Oue9fNtngyxA4B3qf1FfScmfMbnA3dPWurD7M56/QYp78j05obgEAkZ49aCwHJI3EcCgDkEgknpXQYCk7VHPtSEDbyMAnkDqTQ4zjPOOwpAFUAcD0FADxtAyAOOOPWkZRIGjYEh/lPvnigDkdfb2oBx8wPv1oEfF93D5F3PCeDHIyfkSP6VXI5616D4q+HPiVvFGszWejXElj9rkeOfKqrKzZBGTz1rj7zw/rVgC1xpV5Gi8FjESPzFdPMhFFBzTj1qNHO7GBnvzSu6g4JqkwH0xzjuKYZcjAH41LaWN3qM4gtLeW4mPISNST/APWpOQiBnz0pucc12tj8L9eul3Tva2nHSVyzD6hQf51a/wCFTapuAOp2ODznY/T8qjmQHEr90cAg07GDypFdo/ws1lFPk6hYy46Kd6/0Ncvq+nX+gX4s9RhVXKB1KNuDKe4P4GqUkBnTgYFQL1qWaQMAQMD3qJCC3BFJ7jLUfK12vwstzP8AECwYDIiDyH2wuP61xUfC816h8E7TzvFF1cYz5UKr19Wz/wCy1T+ED6DJOzIIBPQ+lKMbc4HHSgc89e/PalJ+b1I6Z7VylC8kfzxTOck849TQzYzkDA9aNo79fY0AGOSQeTzQFHBXBPTNKQSGBLDI47UcDpuwBxk0AGRj1JPAz2qS3/1w55xziq+Pl+Tp061YgXbOo4xt/WgD5ivPjR9rvZrj/hH9nmuX2/bM4z/wCoP+Fv8AP/IC4/6+/wD7CvMKKfMyeVHp3/C3s9dCHp/x9/8A2FNPxbBGP7DwP+vv/wCwrzOijmYcqPSW+K4b/mCf+Tf/ANhUEnxQL9NIx0/5efT/AIBXntFPmYcqOw1Lx2b+1mgTTREZF2lzNuP/AKDWD/a3ygGHJxgnd1/Ss2ildjsjS/tYf88P/H//AK1H9rf9MP8Ax/8A+tWbRRcZpf2sP+eH/j//ANakOqA/8sP/AB//AOtWdRSuBeOoDtF/49/9al/tNh0j/wDHv/rVQoouBo/2q3eL/wAe/wDrUn9qf9Mf/Hv/AK1Z9FFwND+1P+mP/j3/ANalGqkf8sf/AB7/AOtWdRRcDS/tbn/Uf+P/AP1q0Yn8yJHxjcoOK5yt62P+jRdPuDt7U0InzSEe9Jmjn2/KmAu33pu09moIPr+lNw3YfpQBJEpaVQx4yOa+lonstC8NQiMCK2ggDAenH8ya+ZVDg52nNe86Jc/8JHo2kLliiqjz5GclOin6nB/CsK+yOvCpOTOssYnMQllJ3sM47L7Vna648sxk4Xacn3rX+WCEgZx1Ncd4pv1jh4YA7STj0rlOyS0PP9Tna41KeXsWwo9hwKqM5JzsKD03bv1pTljzyTSEHpWTMiWMDHXFSjZjDN+lV1zjipVBxk1NwBuvyqaMcfMRRuJGMn8Kacg5AJqkxWJ7bAuIuM/Ov8xX0s4/etj+9XzLbsTcRdcl1/mK+m34d+cc+tdeHe5zV+g0ZJ4JNJjkLwOueaCSB1xntmhRg+p9a6TAQ7SQQO2BzSMx3BVPPU+1KFzuyQAOnGBSjjKq1ABjtzn1NLjLZI/E0dOM89aQnOdpPHU0ARTIs8LRsoKsMEZ71U/sWxUbfLwe5BNaA4wBjJ9KTryPuigDmNT8BaFqwxc2UMmTn5kH8xzXJ3vwQ8PzTs8Hnx5/gScgD8816n1Y46DuKAOuCBnp2pptAeOr8DtNiZstdS+mZwMfkK6XRfAi6HbG2sbdIYycsxbLMfUnvXeqF6kcdPTNLx2xRzMVjCg8ORKo86Qs3cDoKnOgWRICo4OOWz2rW4HP/wCs01lXktn8+1ILGQfD9o7FQXG3k4PeuY8V/DvSdW8m5vIXnaEFVxIVO0+uO1d+oCrkd6HGTt25+p4oCx5FaeBNCtf9VokLHHLShnP5sasXXhDSrqzmgbSYUWRSpkjiCsvuD2NepeSuMbBj0wDTjDHjaVBz2IBp3YWPmLWvhvqlhKX0/F9BngDCyD6jv+FeifB3RLrSba6e9tpILieXhH4JUAAfzNeg3vh6OZzJbt5bdweR9Km0fSmsPMaVkLt3X0+tVztqwWNNSR8q4VQei/8A16XBwRnPrS9ewzij+I5JI9KgYgyWJxnuRSJuZRx9T70rYPUng9jS5IA54oATBDdOf500/NyCMdKdgA84yT60wHdliMAHAGMUAKCDwP4fbNTW4/fA+1RD5SQOSeuB1qeHiYAnnHSgD4KooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr608H/DXwdf8AgnQby60G2luJ9Ot5ZZG3ZZmjUknnuTRRQBtf8Kq8D/8AQu2n5t/jR/wqrwP/ANC7afm3+NFFAC/8Kr8D/wDQu2n5t/jS/wDCrPBH/Qu2n/j3+NFFADG+FvghlwfDtrj6t/jWtpXhXQ9DtjbaZp0VtCW3FEJxn8TRRSkVF2LkukWEy7ZLdWHoSazZ/Bnh28P+kaVDJznkt1/OiipsiuZ9yD/hAPCo6aLb/m3+NB+H/hQnnRLf82/xoorOyDmYf8K/8Kf9AS3/ADb/ABp3/CA+Ff8AoDW/5t/jRRRZBzPuJ/wgHhX/AKAtv+bf40f8K/8ACmf+QLb/AJt/jRRRZBzMVfAXhZWBGjW4KnjluP1rojBGWLFeT3oorSBEmL5Eec7aPIj/ALtFFWITyI/7v6mj7PFjG3j6miigAMEZBBXg9aDbRN1WiigBfIjznbzR5Ef92iigAMEbZBXII6UeTH/doooAabeI5+XqMdTTvIj/ALtFFAB5Ef8Ado8iP+7RRQAeRH/do8iPj5elFFAAIYx/DQYIz/DRRQAn2aL+6fzNL5EeMbaKKAE8mP8Auil8iP8Au0UUAHkxn+GjyY/7tFFAB5Ef92mi1hHRP1NFFACi3iBzt59c0JDHG25VALdT60UUAf/Z", "path": "000704.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000705
Men Tshirts
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", "path": "000705.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000706
Men Tshirts
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", "path": "000706.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000707
Men Tshirts
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", "path": "000707.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000708
Men Tshirts
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", "path": "000708.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000709
Men Tshirts
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", "path": "000709.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000710
Men Tshirts
{ "bytes": 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", "path": "000710.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000711
Men Tshirts
{ "bytes": 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", "path": "000711.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000712
Men Tshirts
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", "path": "000712.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000713
Men Tshirts
{ "bytes": 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", "path": "000713.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000714
Men Tshirts
{ "bytes": 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", "path": "000714.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000715
Men Tshirts
{ "bytes": 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", "path": "000715.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000716
Men Tshirts
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"path": "000716.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000717
Men Tshirts
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", "path": "000717.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000718
Men Tshirts
{ "bytes": 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", "path": "000718.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000719
Men Tshirts
{ "bytes": 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", "path": "000719.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000720
Men Tshirts
{ "bytes": 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"path": "000720.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000721
Men Tshirts
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gwKmVVJWQ409byLFrarbwqka8AdT60l2JorWY28zx3DI2yQdVbBwf5VfKBF6VSuz8prGLtK5o1dWPNdM+M3iqwYLdS216F4KzxBTn6riuusvjxafZz/aGjTrKOpt5Ayn/AL6xivKvG2knT9cknjG2G6/eKfRv4l/P+dc5GWaVV6817cHGaTR5E4uMmmfX/hvxLYeJ9MF9YO23O14nGHjb0YVuV89fCTWzpnixLJ5Nttfp5RUnjf1T+RX8a+hu1TOPK7CTuFFFFSMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBvWlqCWeO3iMk0iIijLMxwB+NcB4g+KunacWg0pRfTjjzM4iX8f4vw/Ok2lua0qFSq7QVz0GSRIkLuwVQOSTwK8s8V/E6ItLYaNnqUa6J499n+NcFrvjDWfEMmL27KwHOLePKR9O47/AI1g4yCazlUvse3hcqUPeq6vsSBt+7PXOa67wjKHs2i/ijc4Hsa4qM4fBxWzoN99h1JGY4R/lOa56ivE9LEU+enpuj01BvUcsD7VZL7FAJJx3qvbkModec4yPSp5IWl5RiOMGuQ8ZvUEMU4wcEH14qRbLjgVH9gUrg7i2OoNSRNdQ/LuEi+/WpsP0AxeWRk1PyFpux2yz/l6U/BA5ppEMp3HCHvXG+KLgLamNT8x4/OuwvW2KW9K811+586/MWfuElv97/P860pxvI68JT55pGQDjjtXQ+HfF2o+G1JtCjwl/wB5BJ91vQj0Nc83TjpSK52sh5B7iuxOx69alGpHlkro+i/D3izTPEdqJLWdfOC5khY4dD349PfpWjrDldFvmU4YQOR/3ya+YY7meyu4ruCV4pVPyuhwVPrmu90/4oX402ax1SJblJY2QTL8rLnjns34Vop6anzmLymcU3S18ihrMBubF1VdxTEij1K81yunwNeXqSSLleeK7KKaG6j3wyrIo647fUdRWatqLS8LKvyZ4+hrGTaWh4GDo2rOFVWaOi0o7AFPSugA2Y7isC1XCKwNakbt68elcbPoVYlljWQ9OfWoopfs03zISjDtVhBv708xDGKgZTmleVjsHy+9Ot49r9M1cFuhpiph8CgdxWBPWqNzypxzV5xx1qhcdMVSJuc9qcHmRnbwR8wNc4qCe6S2mUgsw5FdhcrujY1kWVqDdGVhwvSuinJ7Hm5hSpum5vc04lSNVVRtAGAB6V614emM+g2UjHnygPy4ryXJz2rWvfiHJ4V8OWcNrpj3MxDAyucRId3fHOfbiuulq7Hi4OVpu52fj2c2/gbWHV9jG2ZQc+vGK+XpGycVv+IfG2t+I9w1G8LRsflgj+WNP+A9/wAa5pny1d9OHKrM727s774f6qPn0+Rtrrl0/wBod69GhufKfYWyPc814FaXUtpcx3MLbZI23LXsnh/W4tZsIp1YBvuup7H0rzMZQcZcy2Z6WFq8y5WdFIFcdPzqFDJbzb0Tcnf1qCW4Kn5W+YHoaljuwu0TIyq3Rsfzrz2daQ6VpJnzwo96lt02tkfmasgQ+XvBDD1pifMwK4I9e1AmxzdMk1n3Rypq+/FZ91zn0qrAcj4j06G/snjmQMucg+leXz6S+nXoDtuQjch7/jXr2o/OjDOFxkmvLNRuftl5LMPudE/3RXo4FSb8jjxbjyruLY3MlpdwXMR2yRSLIh9wc19ZWN3Hf2FvdRHMc8ayKfZhmvkRCc4r234b+PtOTS7XQ9TmW3nh/dQSOflkHZc9m7e/Fd9aN1dHBF2PWaKYGDKGUgg9xT65jQKKKKACiiigAooooAKKKKACiiigAooooAbRTSwUEkjFcL4n+JOn6MJLawK3l8vG0H5EP+0f6Ck3Y0pUZ1ZWgrnXX2p2mmW5nvbmK3jH8UjAf/rrz7XPi7awM8OkWxuWHHnSfKn4Dqf0ryvVdXvtavXur+4aaRiSMnhfQKOgqgx9aydTse9h8ohFXqu7NbWPEeq67Kz6heSSr2jBwij2UVlE4GaAMU05wcVndnrwpRgrRVkNDZlH0NTLjy8VBECJgcVOgypplpFd2Cv71YR96ZpHjBzUCq0TetAWsek+EdY+0wG3lP7+JcZ/vL/errVI+8OleLwXb2Uq3KSeVIhyH9P8a7nQ/GtncxkX7i2kXA3MDtf3HFc1Sm1qjysVhGpc0djuCPu55zTgP9msyx1/TNTm8i0uklmRd20AjK+2R9K243QjkVk0cE4yho0Q7eBxioZfl5xxnBPpViWTc3HAqCYZRi+MAZJPQev4ULyEtTn9dv0stPluDgsowi+rdh/nsK8wctI5dzlick+9aniDX4tUvtsbokEbEIpflv8Aa/w9qyieOOnrXTThZanuYOkqcdd2RuOMZpqccCnPkdqao5FanW9wkGY3XHY1FExA61IxIV/Q/wCIqNFIJGKBNak8cskDiSJ2Rh3BxWxBrplwl2m70kTr+IrEPNKBiluc1bC0quso69z0bRLiK4jKpIsi9cqf5+lbSxlD3215HFNLbyiWF2jkXoynBrq9K8bTR7IdRjWWPH+sThx/Q1hKl2OCrgZR1hqdzCgz14NTYwKgtZI51SWFw8UgyrDpVlR8xHpWLRxO60YwDnikCNkmrAQmjHJGKlILlJuRVSdCFcmrrIVfnG39ap3sqGIqvXHSrFfS5iyuHGz0qKNAi4xTFJdmA/hJ3GiSV1ByvTvXRTjZXPncyxXtJezi9EEkqoMU2K8Uo1vLzE/B9veqpRmyzZzU0Fv0Zs1qtDyk2jB1Hwxa3JcWxFvOp+7/AMs3/wDia5DUdMvNLl2XULJ6N1DfQ969OuECyIcYyuP5VG6pNCYJlWSJuCjjIreFeS0ep1U8TKOj1PLIpM9cVsaJrU+jXwmi+aNuJIj/ABD29DWnqvg5H3TabJsP/PB+n/AW/wAa52S1ubKXyrqF4mPZh1/z+NdKlCqrM76dZP3os9x0XU7PV7ZLmFg6nvjkH0PoR6VsGIMMdR6V4Jpet3WhXi3FnKQ5wGiYZEnsw/rXp+nfEHQ7iGDz7h7W4cAPG6MQrHsG7/WvNr4SUH7uqPVpYhSWujOtitFQ5Ax7VYEWB049qVFcjkEe9ORgSwrjS1OjcgYZrO1D93Ax7mtJz5ZZs5H8q5PxP4msdLiKzMZLg/dgQ8n3PoP881pGLm7ImUlHVnL+LtX+z2K2EbfvrgfOf7sf/wBkf0zXCHqPSrF5czXt3JczHLyHJ9B6Cqjt6V7dCl7OFjyqtTnlccHGSadv3KynBBFQqM08cKa3MjtfCPxL1jwwEtZD9usF/wCWMzYKD/Zbt9K9q8OeP9C8SKiW1z5N03H2ef5Xz6Dsfwr5fz09qkjkMbAqcVlKkmUm0fY2aWvnvwp8VdV0QR21/m/sh1EjfvEH+y3f6H869n0DxZo3iWHfpt2juBloW+WRPqtYSpuJakmb1FJmlqBhRRRQAUUUUAFFFFACVnapq1ro9hJd3cixRIMknv7D1NXWkCgknGK8B8b+K5PEWrMkbkWUDFYVzw2DguamUrHXgsK8RUt0W5L4q+IGpa68lvAxtrLOPKRsFh/tH+lcWWzTiM9elNIrBu59ZRw8KUbQVhuc0mOeadtoxzzmkb2ExS4GKMe1LjHWgLEbHb83pip4gcsKhcZRh2NNIdvvOfoOKBFh2RB87gCq8t0CNsUTMfVuB/jSrGnXHPrTyoGOOlMGmymiO7Hz2Dk9PQfSnNvT7o+XjJx05qw3Ax3XkUbcqUycHoQetIXJZWRd0HVjp+p290DgRSc47r0b9M17YrEqGQ5QgMpHcV4IUAUFfuivWfBuq/b/AA5CjtmW2/ctnrjHy/pWFWPU4MwpvlU+x0yA4zxXC+PfEwiR9GtH+dgBdOP4V/uD37n8B3rd8ReIE0PSjPgNcP8AJAn95vX6Ac/l6141dXT7jJIxlnlYsM/xMedxpU4HPhKCb9pLZFe5tUklYuoYkAHPWooreS3OYJpI8djyp/CrcUZVfmJZz8xJ9anVAK6bnpeyUnexAl3cAgTRq49U6/lVqKeKQZVufQ8Gk2jkdvSmmJT1FBsotdSSbiI+7DH+fwpAMDNR+XtYck49TUoOKRQnQUoYUdelAGaYCk0A4pCOaMZoJsbvh7xFPo0wQjzLZj80Z7e6+hr060vILuNLu2cPFJ3HY+/pXinTitvw7rc2l3Iw5MLEb488GsqkL7HDicKp+9Hc9iEqbc4qtyZGPrTbeRLm3SWJw0UgDK1LI6wIWZgFUZJPauaz6njz93cbKFSMs/AA5JrkNSvxLMyQfcXqe5HtUmp6rNfSeVFlYOuO7e9c9d6vZWMnlmR57jGPLiG5vx7CuiFPqzwsbj3L3KexZttZ05Ll9Pe5WO7U4ZJBt3H/AGSeDV58scdcdvaubNt/aqNJc2qgSHiOQZIA4GfrirNpa3VioS2nJhHPlSkuo+h6rW9jyJcvzNtFBHSpVGF9/SqUd3tX97C6N/s/MP8AGphe25X/AFmPqjUjMLoZWL/eI/T/AOtUOMmnyXMU8aiIlm3f3SKbQIb0PcH1pJI0miMcyLIh6qwyKeRxTSeR2pq6Gm0c/qHhSznjeSyzBOeiFsox9PauTlgntmKzIVYD5k7qM9xXpgOPr7Vn6vokerIzxt5d3t27j0ceh/KumlW6SO6hibO0jufCOuNqvhS0mZt00a+TKf8AaXjP4jBrbtwdhJ715p8N3nsNR1LR7xGjYqsyqfbg4/MflXT+LfF0XhqxWOELJqEykxI3RB03N9OfqQe1cNSi3WcYn0NKrH2SkP8AGniiHw/ppSNka/mXEUZ6r/tEf0714Xdaj/pbSXLSSSSfM8h+bJPc0t/qc1xdSSzSPcXUp3SMxzz71XRJHDNJ95uw9K9KjRVNWW5xVarm9di1FdQzL8kik+nSkZfm6fnVQ2qE7tuG9RU0cjp8snI/vCuhN9TH0JwuMUE4Q/QClDKVGGBpkvCgep4qhCKcVID0qMDPNPHAoAcDVi3u7i0mSa3mkilQ5V43KkfjVYEUooA9f8DfFW5e9TTvEc6NFJ8sV2RtKnsG9j617OrArkEEHkEV8eA4r03wJ8TZtIWLTdXLz2I4jl6vF7f7QrnqUuqLUu57zRVW0vba/tkubWdJoZBlXQ5Bq1WBYUUUUAFFFJnigDkfiBro0Tw1KIzi4uQYYh9RyfwFfPpOGPpXcfEvW/7T8SSW6H9zZqYl56t/Efz4/CuIPU59Kwm7s+qyzD+zopvd6imjFCnNKCAeak9VIQjHNMbrUpwBUec9qBiDpSYxTumB39aTvQIQ9KTFOxS4FIYgFOAyuKQCnDimAwrkY7imrx/SpvypGxuH5UAMHynBHyt3rovBWopYahcQzyBIpIyxJ9VGf5Z/SuecZTHcVX3+bhhwT1qWrqxnWgpwcX1NLXdak1jUJLyXKxL8sUf91ew+p6/nWVFEXcyP98j8FHpT0Rpfn/h6L/jVkLgYxTSsTCmkklshiptxT8U/HbmkIIpm1hvekOPWnYpp4NIBCKFGKeACKMYpgMPJNLnBpTxTGHB/vCgBwIY9MU9R1qI8S/gWqVOUHqeaBEcnyrREcEU12y304oGc0iGeheCtb2htOlf73zRZPfuP8+lT65rCzFwJVS1jyWc8A+/0/nXB2c7QzI6nBVs8Vsm1a/kWW4KtEW/dQL9wD+8f7zfyqeRXufKZ+p0kpR2e5WlubzVfkt99rZN/Gf8AWyj2/uirdnpsNqmIowo/iPdvrWgluFGcc1IFwRVnx7nfYiWIAdOKftwMnmpMd6THNBBGR2JpjJxipSCOnNNxQA0DigZ7UdDSHJ5BoESZ+XoaaFz9fSlJIjJzSqcf985zQMZt547UoOPepUGR9KRkFAInsp0hu4p2jV5FUqr98HqM+leX+I7nULjX7v7bkXW/5yOir/Dt9vSvRRxisPxdYrc2KXyL+9h2o/umePyNb0GlLXqd+GxEkuRvQ4SKFVHA+pNThMdKcFwMH9KdivRSOy43YO4pQoA6U7j1o70xXIjEvoPwpgQKSeT9asEAVGetIdxuAfWlAyMUvQ5JpQB24oC40DtT8HFABzUgAC9aYXGgEUoOD6U7Ix6UxxikCZ2fgjxveeHdRhiaVm0+SQCeJuQB3YehHWvpBJFkjV0YFWGVI7ivj6ElX3V9D/CzxB/a/hkWUzg3NifL68mP+E/zH4VhWh1RcH0O+ooornNBDWbrWoJpWkXV8/SGJnx6nHArQHauE+Kt+LXwytuGIa5mUY9l+Y/yFJuyNsPT9pUjHueJXc73Fw8shJd2LMT3JOagzuJ9xTnOSajJ2sp/4DXOfaQSSsh46g9qVuzUg4PPrims2Ov1FBqSF/lz9Kh5LjJwFHNDNnio2f5sDnmgGTg84707v60wcDHen4zmgYu32oxS9hSnpQMb260ZzTuo6UYxQAnakbG3Poc0896R/wDVnHpQBG7bRmqhAGIx/FgmrE/bPempbjPmkZb0pGcrvRE6javNPHIpvfg8+hpQ2OowaDRIXBBoxxSk0Hp/hQA3BNNxipMZFNIpgIBRjHWnYxQcAdKAGtg4phwCtBphOFxzQSKRgj12Ff1FSSNgYH+7UbkAg+9B5wx7mgWw3+nFLR15/vUHrSEyRG7V1GhTCaFoiTuT5h9D1rlVPNa2iz+TqMRJwGbaf+BUzzM1wyr4WUXvujrAmDmmlSOgqcnBIphG49cfWg/NGrOzIT9DSZz2z9KlKnJz+lM288YNBIz8KQjjpT8NSEZwelAyEj5qUL8uMfnUoGTnGaAMMzHpQIrqd0bcVIB85HUFQP1pAm0yrz0qX7txH6tjrQMVR8kh/wBogCl25XPf0qNTlWBzy/8AWpuST60AVXGCamigjlhlgmAMco2N+NMZct6gcD3pyHbzTTsXB2dzza9tJLG9mtpR88Tlfr71BXWeM7QLNbX68CRfLfH94f8A1q5XIz0r1ac+aKZ6sZc0biAZpCCCeKcSO9BHHFWMZnmginAUpHBxg0DI1HFJ24p+B34poxuI5oAUHpSq2WqIuEbDdzxTlbDEUgHg0jEkfSkByvHfijIKkD2FMABx3rs/h74gOheJreV3It5T5UwJ/hbv+B5rjOlWLd9rCk1dWGfX2QadXL+BNYOs+ErOaRt00S+TKfdeM/iMGunrgas7GydwryD4wXRN/p9qGGFidyPqf/sa9fFeH/FlwfFMYDAlbZQ3t8zVE9j0MtV8Qjz/AKsfao3GRzT87WBoIwcdqxPrVsN3ZUHueD7EUxzkEHvSkbcg/dx/k1E5IyOtIYhfDrnvSIcyE571DuAYDqMgqf6UsbYU+uaDPmLYOWx2qVc1XTgCp1pmkWSr0p2OKaD2pwxikaB0peOpo4o5pjA80j42nHpSjmmnoc+lAFdzvf8AHbVgDGB6VEmAN3408MAckmkSh+MPkenSjr71GzDPvUikEe9AwxilznFJnFOzxQADjvTW64BzS9RTTxTACfWmFvrSk8UxzQITNRSHjNKTx1ppIIwaRDYrHcqj1IqQ/O4A6Y/rVMy4UZ4IarKPiPdnk8CmSpXJTyx9KbS442/nSdaRTF6VYgcrIpHWqxPOKljOGBpmVRXTR6Esnmxo6/xAH9KGPGMfnVbS2L6dbkdNmM/TNW8Anrn60H5bi4cleUezZGDgdvrQSPQfhUhQ45FJtAxQc4zbnn2pMU/HzHig425GPxoAYRjkUSYMWOppSPQflTCcqc/mKAIUcsQTwfummSOftak/wsP/AEGow5iu2QjIf5h9aJJU86QnqBux+lAWJoTgAf7RP6VLklcenU1XiyWVV64qzlQVRf4Rk0AI4+YnsOBUfGBUpAAA600gCgaKmuW32zw7cpjLxgSp/wAB/wDrZrzoEYr1WMCRTEcFXBBH1ry2WIxzOn91iv6mu7CyvFo9DDu8bDc+lKOopD+FAOBXYdAtBPFBINNZsUARucGjOGz7UjDjNIeQDSKK8hJjY+jVMDkj3AqFxzIuPvDcKepwB9BUFEpOE4+lLEOP1phO/wBvSpU4X61RIp60sbYIpDSDrTA9o+C+pfPqGmsT8yrOg+nB/mtewV88fCi78jxtZpuwJkkj/wDHSR/KvoeuOsrSNIbDcV4D8TWB8a3eOQFjB/75Fe/dq+cfHEqzeMNUdWyBMVzn0GK557Hr5Sr1m/I5wfMpH5UA5GPSg8HcKGGeR1FZH1MRGG5T69qquCvX7v8AI/4VbBBqORM89/T1pDavsZ8wP3h1Hb1pscgDZz1POexqxKAAQRVJRunCnkfezTRy1NJGlEferAPFVY2zj0qcHFBvFk6deaeB7YqJDUoNBqmOzxQP0ppOKOooKFYk96TPUdaUHNNc56fpQIauQqg44FOBOaTFKF4/woEB5PamrxSkY+tA6UALnBFOBzUecmlDUDHg0jEGkyKaTSAQ9KYx49acTxUTGglsaTUMhwM085AqpdzeXH1GSdooRjOVldg7fOM/d3E1biJYhyMAfdFUIz5j7jwK0IgW7daZFPXUnB49zR0XPrwKQD8vWnDkbsfKOlI6A6U5TyKZ6U9eopkM7fRjnTITx/F/M1o/KcfLiszQ3H9lx56bmFaHQn+YoPzDMlbFT9WPBwMU0n1H5UZAXr0ppeg4Rce9IzcUmR6UxmxzQAjNjNRtJzyMUhYfWonI9aAK94+EWYf8s3DH6VWklAnI69qnlwUKHowxWHJd7b0qvzuAuB2UYGSTQaRVzoUlWGPBb5zlpCOw9P6e9W4AxUswwTgsPT2rIsVMhV2OckMD/eP97H90dq1TIBhBkn/PJoIehMMAknnHaoycfjTlG7gcDrmhznkDjoKBLcWFgHXmvPNaj8jWr2MDAEzHH1r0BMhhmuE8TADxFe8dWX/0EV1YT4md2FerMsD2ozSZ4pM813nWKTTT0pSaYTxQMQtimeZ60E8000hjJjhSw60pIEYX1AFMkb5Wpine4JPyjge9R1KLKHPJ4zUoNQhuaeDk4FUImzlR6mjo1IOTxSjrTEdT4Bm8nxnpDf8ATyi/nkf1r6dFfK/hB9nijSm9LuL/ANDFfVArmr7ouA1/un6V8v63cC71y+uACoknkfH1Y19L38ph0+5lU4KRsQfQgV8tSMWcuxyxOTXLUPeyaPvSYi9SvrSA4O09qOnPpTnHO4VkfRoRkx8w+hpCcinA5HtUbgikWV5hkEVlOWW4UdMnBrTlOeaoOpeeNl6jOaaOSur7FuLgCrCkkVWC4A3Gpgc0FR0LKuBUquMVTDVNGTig2TJ/vHFOBx/9aoxwKXHHNIsUkg0oPUjimg96XH60xjvl2980gPPXApMcf4UoI/8A10CEPHU00HtTiOKYeaAF7UdKDyvSjHSkAE4ppNKRgVHng8UAKSDUT9KcTURY8igzbGsaoXih3jye9W5GIHvVCcYdSeeaaOSs7qxZtkyQTWoq4Ws+27VoJ8wpPc6KK0FA3cdu9OJy3HRaXovFN6UGwhOTTkPzUzoKVe1MhnYaA2dPYE/dkP8AIVqKffP0rC8NyZSeP/dYVvEcZ4oPzbO6fJi5+eoBse3FN38etLyR1FRHaCR1xQeUPLfhTCe+Rimlx2puTnIoAR245FQucCnM2BUEr4Hp9aCkilqF5FaW5lmcKg7n/PWsW03TkzTIR5jb/LPv03etLrhgnvrQM++RSdsfYcdTVq0jO4c5brnstM2taJr2zSBcDG89Sewq/DFtUE9D3PVqhtI0SMHkn07mrYBJye/6/T2pHOxwAb/d6saazE5OPYU/BYf7Pb3pjgZxnOKAETlh1+tcL4m/5GK7/wB5ev8Auiu6TG4HvmuH8Vpt8RT4/iVGP5V1YX4mduF3Mc8dutNBxQxNN+6Otd52ik0jHikJppNIY0801iFFKTiopTlTUtjIWfexx0zUsY9arxgdB0FWolqIlMlAwPanKCB33HtR3x2FSqMfMe9aEjgNqgdzQeBihepY0gJOWpiNrwudviHTW6AXUfP/AAMV9W18jabL5V5DJ/ddW/Js19bI4dFcdGGRXPW6Fw6mJ4xmW38I6pIzFR9mdcj3GP6182N94/WvoP4jzLD4H1Ddn5wqDHqWFfPZOWzXHU3Ppcnj7jfmOAyKcBxTFqQHisz3IjCMHio3NTdqhk6UiypL0yO1UVb/AEoc9quynFUUObw/pTRx13qi6ADUgGBTVGKXPFBaHqPWpBkd6iFPFBqiVTk81JmolqQDIpFocBmnHGPem5IHagH1FMocDmmnrSgZpR9KBB1WmYNPOKaTigBOaXrSEkDOKO9AAeRUZ4+lPqNjnvmkSyNzx3qFu4qd+gqA0GciJ/rVW4HGfSrrDFVJxkGmjnqLRli3PArQjNZtuQQMHNX42HqKT3N6T90sfwUw04cr0JpfLJPYUWNiI9aM4qXyl7k1IqKp6UyWjT8OyEX4XruQjgV1fGOQa5bRG26lF23ZX9K6n/OaD4PiSFsQn3RGx9qhYg9vyqZwB1qNhjkc0HzhGTj357UwnB/nTiuAecc1ETgnjNA0MkYhfX61TadTuR+M1PK2Rt7etVp4d44pFoxr23hiuopEI3sdoyeuRV60AJCgcdPqao38cUDxdWlZ+voKvWJ6VRcvhOggTAy2CcYq4EyOc/8A1qp23r2q+G46/lSOca52jjr0Aqu/yhV796mc5bPpUJXILHqaBjFJ3AcfhXJ+Mo9urRS9pIQfyJrqgMNhawPGaZjspgv95Sfyx/Wt8M7TOvDO0jkn5HFRMc9TUhOaawB+leiegM/WmmnE8U3nvQMjfIqBsk81Zbp71CwxUNDRBGfmb86toQKpp/rWq2lKI2WIxk5NT9ulQR81MOn0rREMG5IQd+aVvalChVz3NMPWmBNAcNX1boF0t94e066U5EttG347Rmvk9G+YEV9GfCu+a98D26MpH2aR4cnuM7h/6FWFdaXLhuT/ABLfZ4Kuv9p41P8A30K8CljXOQMV7r8UZ44vCLIzcyzoq/XO7+Qrwtzn6VwT3PqcnX7n5kQDA9QfrTtzDqv5UZ5NKR6CoPZQhcEYz+YqJjx2qc9KidFI6UDKMxrPQES7v9qtSeIKpIY/Ss2Ms/Jxkk8D60I4q695IvqcrThTFPA4p60GsSRRTwATxzTVGaeFxz0pGqHqMUu7ikBpcZPWgtDhRjPFN3YNOB4/woGKAM9TTugxmmCnZpgIRSgcU09aXvigAz0ppJzTj7c0369aQARkVC/B6VKeOaickmgljDUbU8mmkc0Gb2Iz0qNU3zRL6uo/UVKelEA/0qA9vNX/ANCFM5cRpTdjV1ezFlrlyiqFilbzo8DjDHp+YNQDoMc1teLYHF1b3AXMYVoyf7pz3/z2rDRuBSuZ5XiPaYdNvUsA5pT2NTWun316221s55ienlxlq3rXwFrtzhpYYrVT3mk5/Jc0XO6eIpw+JnNjH4+lAP1/Cu7i+HkUQzd37uf7sKbR+Z5/Spl8NaVajK23msOjStuz+FQ6iRyzx9NfDqcTZyvHcJIiglWyO4rsnPzdO/erRt4Y1HlxooHooFUieSSxz6YqoyufI8QV/bSjpawxuTUZ4Pp/OpSQec4FIyc8evWqPmyFj2ODUDjIPBFWCozioXGOSKBoqyAkjvioWOB6fWrZAPWqswAJxnFBRj6o4SHKY3b15P1q1Y9hVPURuAU9NwJq3YnOCDgHpmnbS5rJe5c37c9M59q0EHy+lZluemTWhG3y9z/Kkcw5wT0qFxjr/wDrp7uR1IH86YckcL17mgZEc544rJ8UxGXRFk6mGUE4PYitoRcfM2fpVXXIEl8P3iKoG1A+foauk7TRtRlaSPNmQEUh6U5gcelRk9a9Y9URmGOKaTxSmkIzSGhpFQSGpz0qB+SBUSGQoPmOT1q0natbwroK6/e31scgx2FxPGQf40XK59s8Gs+IKVDYHOKIBJjl471MpUDrmkQKOwp+c1pYi4hJOABRsYn0pwFOXJPegLhGgHPJr3H4L3xl0XULMniGZXUf7y//AGNeIgZGP4vSvXvgxZXkT6jdyRMttLHGqMeAzAk8evFZVmuUuCd7nf8Ai3R7XWPD9zHdKcRI0qMp5Vgp5rxCfwy0r4t7lAP4vNGMf419A60M6Jff9e7/APoJryuxRS24KMr0JrzKzs0evga86aaTOTPgfWGTfCkM3HRZNp/AGs270XVLAk3VjcxAdWKcfmOK9ltMhducAVf344BOB6GslJnoRzGpF6q5897s8Dn6c01mx7V7pfaRpOobjeadbSt/eMYDfmOa5fUfAmjuGa2ae3Porbx+R5quY66eZQl8SseU3TfujiqMS/dHtXSeJNA/sqBnW5Eg3BRlSp5rBt0zzVJ3NOeNWV4koGakAoC5NPCkdqDoSHKOMYpwODiheOtLj5ulBa2FHWl6/WhRilBA5pFITFKBxTQMmnUFCj0pwAHXNNAwacG4pgBI5puOec0pPP8AjSgHNIBKTj1oJ7YpMUAIaifrUuaY3WglkLU0mnsKaemaCGRkZp0Cg3UP/XRf/QhQeaktRm7hH/TRf5imctf+HJnos5AU852yKxGOK6TTPLMSHYh+qiuelXdFIgxlgfzrV0SffAjeoBrOZ8lldS8JR7M6yJtqbe3pTpD8uarxNnHrUxfI96nodzvcqzHKc8ZrInyQa1pgTmsudSD7VnI0RnOcDHpVFkwW+tXZPw71Vk++frWtLY8TOF8LK+3DcU4IQOM09lwDzmow3J5wa1PCGsST90ZqBxnp696mc44qJ2yaBohcAHBNU5uDjNXH5qq4yfWgpbmLqp2WrMOpyP6VJpAMsSFOcYz7cVX158W6D1b+Qp/hyTKyR/3Sa6eT91c6pL9ydHHE6rkso7VbRccMzH8cVCrLsPvUqPyOB/OuY4idQBnjtRuz7mmLudsKrMT6CriaVeOCxiKD1f5f06/pSbsaU6FWp8KKwGfQGknTzbOePbkNEwweOxq5/ZzRtl5Bn2FVNViX+x7zBbPkvznHaiE1zKx6NLLaqXNLQ8oJ456+lRt1zTs/KMmkYYwc17PQ1GnrSE4FGeaTNBQ1jxUWMmpDyeaAM1DGek/BXTkvfEeoJIPkawkjY+zFF/xrhr/TbnR9RudOuYyJbaVoWI5HynGfevTvgNFnV9Wkxwtui/m2f6Vuauv2fxpqUTDIeRZV+jKp/wAa551XTdzWnT9poeJIkjnCI5PsM/0rTs/D2tXvNvpV46nv5TAfmeK90tGwoKgD6VeDlhzmsnjZdEbLCLqzxy0+HGvXABnFvaqe0j7mH4LWvD8ObaBs3l9JKf7sa+WP1r0WU5PtWZcDJwOMd6554qq+p0Qw1NdDCg0jT9PUC2to1PrjJ/M13PgT/j2vR2Ei/wAq5GY4f8cV1fgNv3V6uf4kOPwqKUm5ajrxShodDrJxol90/wBQ/X/drzXTlAIOO2QK7fxpd/ZtAePdhrh1iB9up/QVxunINu4An/CqrPWwsKrRbNyBcIM/rUpkUE9eKgQ4XB4z+dRzybQBjn0rI0tckeYA+2e1UL2bMZHWo2kLPjOKr3smImx6UGiiec+NbktNDDnq5b/P51zsIxGKu+Jp/P1p+eEwv61WUfLitY6I9jBqw9eKd1qIg1IDg0HcONOA4qMEnrUoIIxRcaFIxQetJRjnnigsUU7j1pARRQAp7UDgcCjsKQmgA64oB5ozilzmmAhPFITmg/SkA4JpAHemHOaeQKQgGgTIW4J4qMnipGHJqMjNBkxBVzTE8zVrRPWVaqDgitPQV3a9a8dGLf8AjppnNjHy4ecvI70c88ce1P0hxDNJD2VuP6VHjG2mF/IvkkHSQYP1H/1qma0Pgsqq8tZxfU7OBwV4PWrSMMVh2t2GVcetaMco6VmfQSRLLzms24X0rQY7lxVKYYUnAxUMpGNP8rEe9VZOpPrirN2MycdqrMucZ7AcVpTPIzePuJjDkDrULYBHNTHHT27VDI2Gx0+tanzxG5wKjJ5qRl3c8fhVdgAeTQMa5z3qu5PTvUr8D6VB1J70jRGB4h6QD/aY/wAqZ4el23pjO7LgYxR4iYG4hTHAQn9ao6ZN5GowPzw23NejCN6Nj0KUVKCTPVNO0cXCgzTbFPZBz+ddFa6Lp8QAMHmn1kJYflWXpMwaJDW/G+V9frXl3Z6lPCUYrRE6JFEu2KJIwP7qgVTuASpyelWtw21Wm6H8ahnXCCWxk3I5/CsbUP8AkGXC+sLf+gmtu5Bz7etY18N9rMg7xsB+VOl8SLnrFnkTDKjFMYYqU8D6VG/SvePD6kZpM8Up6000ig704D5aQA5qQ/LxQI9k+AkPza7N2BhT/wBCroPHlv8AZvE1jdjhbiAxn/eU/wCDfpWP8A1/4lWtSetxGPyQ/wCNdj8QrPztCju1+9aTK5P+yflP8wfwrhr63Oii7SRj2T5UetaKPjgcmsHTpt0XvWwkgJBrgO8lk6VnTrndV92zVGYZHHUCpZojKnHzZ/2TXSeA2/0m8HqinH4muduht/WtrwFI39rXKcYMAJ/Oro/EiK/8NjPHFy1zrdrZLykMfmMP9pvX8BVW1QqgUcnuai8QSFvFl8W6gqv4bR/jVm0OxR/WibvJipK1NFskgc9cdaozyEtjnmrjnK4HP1rMvH2rkdsn8qRohkRLXLDtUWplRE3P+NSWz/Kzj7zVQ1NisLknnvQaR3PJ9TfzdVuDj/lqf0qZORVeX5764b/po386sJ92teh7OGVogaAuTSmlAx1oOocq8U8cGmAEYpwzQNDhzQeetJ2pOc0Fjs8UtIBkUZoAUn0oIwO1L0FNxxQAUgJIyBinYpuKAA5FOpD1pR070wE7UMaUU080gIm61EetSMOaYeTTMmIBWv4bG7XYfZWP6VlL6Vs+GAG1hs8Yhb+lI4cydsLN+TO0xzmobr5oGfjKYYf5+lPHPQ0Ou5GX1FDPzfDz5KsZLuXLN/3Ywa1IJ/XNY+lvvtxVzzQjNk4xWB9nvqbSyB1460yYKckVRtbrcePyq87ZXOPzpMRi3cfzMR0PFUnztX6YrTuRjOFz/Os9hnI/LFVTetjz81p81G66FY5J4OKYRgZJzxT3GDUROB0rc+WI3IBOc1Gy7sH09akf1/SoyN3U4A7UDRAQc/yFM25XPQVNgDtQ6jy84oGtzjdbffqbDn5VC1nAkc+lWNRlL6lcN6vj+lVga9amvcSPWgrRR6l4cvhNZxOD1WutguAygfnivL/B90fLeEnhWyK7uGQhRXj1ocs2j16UuaCZvI4ORmmyH5aqwygjk1Y3A4I71kzdFKfo3HGKw7sH94PVf6V0E65Uj61hXIIYgg8UR+Ip7M8gdfmbt16/Wo3IzVq7Ty7yeLdu2SMufxqs56mveWyPD6kXfNIetKTSUDHKOaWQ4WnKKSQ8UPYR7l8BlK6Bqrdjdr/6AK9P1C0TUNPuLSUfJNGyHI9RXmnwIdT4a1NB94XmT+KLj+Rr1euOpuzWOx4rZSTWsr202RLE5jcf7QOK3ILncBzVTxJbi28Y3qAYWUrKPxUZ/UGoo3MZHWvPkrOx6UHdJm6shZcHn6VFIAQTnj1NQQXBOF71YPK57VmzVGVd8cGtHwO+zxC6dd0DD9RVS6QNlcH60/wo4g8T24Y/fDJn8P8A61VSdpEVleDItdJ/4Sy/HT94Cc+gValt3LgbenfPak8VBV8X3AHG5UJI/wB3/wDVT4F2ooPQ9u9OfxMKfwIsBgflyfcmqN4oKttxVxvlGcqqjtVSds8YIPv/AFqTRFS0l2ZWqesuBbvjuKeT5chqlqs2+0PrTuaRWtzzUKDJMfWRv51NH93FRx4KscdWJ/WpEOPatj3KStFDiPU04cUAc80poNRRQKMYoJyelBSFHqaO9AOOnNA5oKHDp1oHrSdqBQAHp606kydtHNMAJAppOacetNJxSEFOByKjJp+aAFzxTc0ZwO9JuoGMPPOKjI56U8nv0ph5oM2A9zWr4cfy9Xjz/F8v55rKzgVa02TybmOXONsqH9aFuceOhz0JR7o9BwD0705fvD2NIAQxAx3oAO7tTPy/aYumIw3L0wSP1qe9YQsxznIAqpbyNDeS4PyB+afPOLu6VVX5Qawa1PtaMnKnF+Ro6agCjn861i2Bgnj3rNtIykft2qwz/LhiR/SpKYt0MgkjHbNY0gBkYhux4FaUu8Ied3171mMVcscU4fEc2M/3eRWck/8A66iY4JwCfpU7jJzioX6YHFdB8cRY+YEk0hAJxwCTQR83OaMZ6igoiZMNSzEiLGOew9adgGoZX2KSDyvr6047jgrs89di0jFs8kk/nRirGoxeTqE6dt5NVyAR1r146q56y2N7wtKU1F06blr0uIBoQ1eU6C+zVox6gjivUrTe0IHTivLxitO56eEd4WLEcmOcn86vwzA47j1rDkJRcZ5LGtCzDbepyK4zs2Lc5BU4YD2NZF10xWu2CvK5PpWbdxDr6jPFIpHlXiW2+y63cYXCyYkX3z1rEYcda6/xvDtmtZSMN8y/hXIvyK9yjLmppni1o8tRpEYOaUDJpAPY09Qc9a0IZIowtQvyw/GpzwtQE5c+1DBHtnwGl/0bWIP9qKQf+PCvZa8M+BMhGsapD2Nqjfk5/wAa9zrkqfEaR2PNPHcXk+KLWb/nrbgfkx/xrGkfG0gHr0ro/iGiJe6XM2eRIme38Jrmrl1S1D547e9cFX4j0aD9xC21yzzlOeK2oySg55rC0tSQGYc5zW2r4UHH1HesmbkVyjbSwwfpVK0lEGq2srcBJkJ/OrzOjqQD26HtWaQZLmJcHPmKB/30KUdwfwj/ABI5PjK/+bhXUdf9kVcspMqWLjn0rO8RN5ni7UNkf/LbGT04UCr1mzBQCFAqpv3mTD4EXdrE5wuOg3Gq9wmAcnJPUgVaAB6qNw/P61BKNzEdAD2pFIxbhMZ/lWPqAZ1WNMs7HGB6nAH61t3XTJNV/D8K3fiqxRhkCQuQf9kE/wBKcVd2Nb2VzzJBsTZ6HH60R9aeRkvn+8f5mkj+8a2Pep/Ch+MGlxSEUCg0Hg0UnalzQWFHQ0ZGaMjNACnigHHagUZzTAPrTu1IRxS7qQDSab1p5zzTeooAQ8UmfelAzSH6UCF60h+7Sj8aTtQBGetNxink+1NJoIYYpyHELHvn+hpgJpQcRj/eNMxqq8bHo8T+ZEkv99Q2PqBT+e1UNKcvpdoT/wA8lH5cVfUc0H5diI8leUezKbuEeYA/xmrOnR72DdAaozHfdygf32ra0yLbsOPWsZH2FDSlH0NaIAKBvwM9cfzqRo8qd/I7GlQFR8uCD6dRRIfl44Hp/hUDuyhJLsyGHHvWbkbpCOOnFWruYrkZwD3IqjE25HJ65/xqobnHmMrUJARnk5pjR88CnkgnG6o2fIx0rc+S1Ijwcd6QgnpT8g00nFAERODnv6VTuiSqjH3pB19sn/CrbcZqrKuWj9tx/Okaw7nMeIotmo+ZgYYGsjr2rovEqBoY5Mcq/wDMVzgPPNerQleCPRpO8UXdLYrqcBH9/Feq6dcb4sP8uBXlGmDOp2/X79ejebsQKDXFjfiR6WE2ZbdvPu/l+6talu2xA3T2NZtihJDY71rqvydD05rgO9Cyu23KdR2NVLiQNH8wK/zqcgBchjhfWq1wQ0bDP4mkWcD44ZR9jTOT8x/lXHGun8ZuTqUKEk7IufxNc1g4r28OrU0eRXd6jI8+3509Bz60mKeowK2MGDniol5zUkh4qIDikxo9T+BzlfFt5HnrYn/0Na9/r57+CJH/AAnFyP8Apxb/ANCSvoSuWr8RpHY8/wDiOQTpkfvI36LXDGQzukf8K9q7D4mS7brTkHZJG/UVyGmRGR9x9TXBV+I76Hwo27OIBPTgVbKuoO3DCi3Hyn7u4d6mwoOdvPoKwOkpybSudmG9qbpKmXxBZR9czg/UZz/SiclGYjGB29af4bbzPE9kB/fJ/wDHTTp6yJqaRZQ1hwninUeDzcsMZq/bsdo4HNV/FsKWvi68KY+fa+D/AHiv+NS2bkxA9+lFT4mOnrBGlGW/hGO+ajnI2n9akjZQihQQPU1FOPl29z2pD6mRen5Oenao/CBz41tfaOU/+OH/ABo1CTDbD6VV8PTm11nUb0cCz0u4nyT34ArSn8SLn/DZ524+Zh1+Y/zNMT73PFCn9yuTzikQZkrQ9+mvdRMBmkPNPPA60wdaDYAM0ppRzQetBQYpfwopBQAo+ooBpB1xS96AFNFNxS54oAU8DrSE8UZFNPT2oACaYDk9zTiOKTBx1oEOHSmNT+1NOO9APYjLc0hpT1ptBD3F6LTWPyr9TSt0prn5V/GmZyO38OuJdGhz1VmXH/Aq2R1Fc74Uk36bMmceXN/MVuyNsidt3IU/yoPzbH02sbKPdmfaHzrwn6t+tdNYrhYz0PQGuc0hMzsf9jFdRboCgU8MCR/+queTPqIq0Ei63QEECoJJcqQePpT3JCAFTz2HrVWZ0ZG9R1FIDNvWVsqCdw6DPWq8I/cMT6mlufvfKASOozSIAka+taUzzM1ny0bdxrggA8e1R5INPY547mo9mO5PvWp8uBODTWYfWnHPHbHpTWJCj6elBRC54qvnc+PT0qeQZBqugwx6UjS+hn60nmabMD1VQw/AmuRFdxdJ5qsh6MhX9a4Ygjg9RXoYV+60duHd42LulDOqW+P739K70ZdgB61xGgpv1OM8/KCa7qyUSN7BhXNjX7yPXwq91m3aIduQORjpWlG3yg7sHHSq1oo3HtnHSrLMAw6cd64bnehspG1ht+orHuZBGrck961LhiU42n8aw7tmDYKYB96S3KOA8UyCTW3HPyxqP61iH7v9a09effrVyTjggfgFFZrYHtXvUlaCR4lR3mxnU9DUnTFMUc96eTxWhBFJ0pB6UEnNAPIqRnovwWl2eP2T+/ayj9VP9K+i6+Z/hBJs+JFgP78cy/8AjhP9K+l+1ctX4jSOx5N8RbkXHieO3H/LGFVI9yd3+FZ+mRbFT681W1i4/tHxnqEpPy+a6j6L8o/lWpZrtjU49+PrXnVHdnpUY+6jRwoX9KV8FMj73tSE/u9w5x1HtVeRgBjJFZGxQu5cEgnHOMetaHgi3a58So56Qqzn8sD+dZF6/mKwLfXPNdT8OLYF767DEgBYuf8Avo1pRV5GVd2gzJ8dnHix/lwPIj59fvVDZsCikZHoKvfEWIQ65aXG3h7fbnsSp/8Ar1m6ccoMtljSqr3mVRd4I10ZmbHTHWmyjCse/vSI/PFR3L7YTj5mJxUGljCv3yCfaqECsPCXjC+zjbbQ2wP+8/zfpirGqPtj44NVdXkaw+EuzGJNV1Ik+6J/+wPzrWlvct7xj3aOIUh0B9cU1AA9EQxEo9AP5UqffFWfQR2RNjgUdKeKYQKDUXtxSHk0o6UGgYE49KQnNIMZ5pSMmgAFGcGgDFJ0NADqD0pvanUABz6d6TtSUHpQIbn2ox7UdPWg0AFIaD0oJ460CI29KBgU4jmkNBIxjTX+6v40pFD/AHV+lMzmdP4QOUu1zx8jfowrfuzsspu3yn+grnfCHIvOefk/9mrfvvlsZOck7R/48KR8DmEb5lbzQ7RBmds8DB/pXTxjAXPfvXNaJ8lwjH7prpwgMTKp+7/KudnvSFaTJAqhd8fN0Y/rViV88gc1nXc2Qe3rmpBFGcbpMJge1DH5sdhTUIebPHA6elKR9K3prQ+ezmrecYLoJ3obtml5OOB+BpCK0PFIz+QpHORkZx60/GOp4qNiAp60DRC598VEud2Klc5FRIcyd8+goKI3H7wBuCQf6VxF4nl3syejmu3mOJVOCAM1x2r4/tW529C2f0FdeEfvNHZhnqy74cTN1K/91a7rSkzb5Pd64nw2P9afcD9K77SowbYem6ubFv8AeM97Cr3Ua0Q27W6duKlkOV7++PWkiOFAPPAzTXA3N82Aa5DsRUnYx/IDz2z0NZMzbnKsnPv61oXEj7NjgFh0PtWDq1x9n06ebqVQgdqqnG8kgm+WLZwuouG1W6KSLKnmthx0YZ7VUbnt+dH4UnvXvx0VjwpasQdfWh+lH0pHNMCLJ9qUHjpQKUn5TUFHWfC+f7P8RdGb/npI0Z/FGr6enkEULyN91FLH8q+Vvh8cfEHQsf8AP2v5YNfTHiOb7J4b1KYHG21kwffbgVzVdzSB4tpTm4vpZ2zufLfmc11MCbMY4HpXNeHx/pJGOq11S/KqHHp/9evLk9T1YbDmX7ozjiqc7nBVhkHkEVYZiGwTx+tU7puOtZstGdcEHq+Pp1r1LwlYrY+HLYBcPKPNf6t/9bFeY2todR1OC1AwZpVQnPQd69oRFjjWNRhVGAK6sPHqcmKltE4D4nJn+y27BpBj/vn/AArmdPYJhfzrsPiZFnSLObH3J8H15U/4VxGnvgAk1Fde8bYb+GdEgG3ce/pVe5OQAT3Lf4VLHzHgHORzVa8zu61ibrc5vWn2x5HPBP6VH8RF+zaT4V0lRgw2XmOP9p9uf1BqxPA2o6rbWK9Z50j/ADbB/Ssv4h3/ANu8a3YH+rtMW6D2Uf8AxRNdFNWi2a0o81eK7anLnhj9KRB3oc8j6UgPaqPciTZo/wAKRTkUucikahSEE0EYozQFwHSl7ZpM84pRQApOTSUvQUmaAEBzS4pQMjOKM4oAbnFJ1FKaB70AN6GjNKabxmgQfhRkelLkjim570CuITimk8U9ulRmgQhOBTX5249KeeFqNzTM5nReEXxLdp6orfqf8a3r8/6Id3QuuPzrmvCrEX0/OMw/+zLXRXrZjjHrKv8AImkz4jHw/wCFNfIv6aNuxR1zzXQgsBkdemK5/T1zNGfQit45BbmuVnsy3ILg9cHBPQH1rJuZMkEEZ6YI61p3b4Hc8Vh3ILMSp/A9fqKEJ6K45OEJwCGPalzmmEsCBgcUqH58EcYJ6V1LRHxmMq+0rSkP2j1pD09qcDgdBSYyKZzEfb60wjHSpSflx2FMbkf1oGiKQdaij+970/OWwaavD8Hp60DIbkEyA+hrktfj8vUi2OGXNddOcMSTXO+IkzFDNj5sn+tdGGlaZ1Yd2kifw0P9Fc9cvXd6SM27YGdpBIriPDS5tMkdXP8AOu703EfPrwa5sS71GfSYde4jRJ+fI75GP5VC5Ib73NTEqVx/EveqU7jJzxkc1zHUirdt83HX0Fcl4rudmnpBnDSPyPYc10U7E55yR1Hf61wnie58/UxEDnyU2k+55rrwkLz9Dnxc+WFu5iZyaX0oCkGlxXrnkidKjbkmpG4FR/x0MEB4phPFPamEgHFSyjpvh4P+LhaGf+npf5GvoP4gyiHwXfjvJsjH4sK+d/As3keOdFkxnF5GMf7zY/rXvPxOlCeHbeHPM12gx7KGY/yrlr6G1HWSRwOjL5bh8c4rpQw2lD3ORWBpIzMoxW32B9BkH2rypPU9VIjlcHGRyOKzbl2DHBLGrt0dp98YIrInny2GAx6+lSitjpvANibvW5L1wpS1TAOP4jwP0zXp/Wub8Gad/Z/h6FnXbNcfvn9eeg/LFdH2r0KUbRPLqy5pNnJ/ESJX8KSEjJSaNs+nzY/rXm9iQzIMEV6z4vgNx4V1BFAyIt/P+yQ39K8isJAZFGfmPc1hiFqdeEfutHURfLEcHn1qndsAdvU9P0qZHymAOOlUbt9rORzg1zHWtyHw3EsvjawLZ2ReZMf+Aqx/qK871G8bUL65vXHz3Mzyn8WJr1PwBCJfGE7kZENo/X1ZlH+NeU3MflTzxf8APOZ1/Jq64r3Eb4TWtL0RBnJ70EYpBx3FHWg9mOw5D6VKKiXGakHWkWh2KQDmnH+dICAaBhznpRnjtRnNJ+AoC4vahaB936UucUAJz6UY5ozxRnpQO4HmkAxS5AFNJoEKcU0n5sUuaCfwzQIQjNNxjindqTPFAhCfxqI9e1PJOKYR70AI5wv+FMzkdacTzTTTMpm34U/4/wC4H/TH/wBmFdBdn95bIR/EW/TFc54Tb/iazL/egP8ANa6SYB9RVc8JHyfcmpk9D5HEw5syXoa1gCuCBnaa19+EDg9Bis+yXacOPvdx61bZhtYZyD6VzdT0nuU7mQhiOoHpWaCDPwflHzc1PcS/MMnGe9V0BCsTyW/lV017xxY+t7Kg31FI+br0oBwPvUhHvTSDxiug+OZKCT6UueOlRrwtPB9sUAJnPvTSDjgZp5J20qnnOaB6FZ1GQe9N2hSWxUk+cYA71HKSkXOOlAIpzPksRWT4h/48U/3hWi5JUn155rM8Qt/oC+u4VrR+NHVS+NF3wypNkn+e9dlYHLlT/cJJ/GuT8OLiyiGOwNdbYjHPcLtNc1d3qM+poK0EXm6Y5yP8is+7Yjd/IdavMcpz1Wsq7fJJHUZrC50Iz5rkRq7sQAoyfXgV51c3BubqacrtMjFwBXX+JLoQaS+Mbpm8uuIzmvWwULRcu55mMneVuw8/SgGm9aUHFdxxCOaj/izT35NR0gA81GOc05z6U0cCpZRr+GbgWviPTbgjiO8gJ+nmLXuPxSuAbzSbMcsBLKR/3yB/7NXz5E7RKzr1VlYfhXsXifUf7Y8UtPlSkdtCi7eRygc/q+K48U7RudGGV5kmlKFbd/dx/wDXrUL/ALk8fdJNUbKPbCrfUVZmf5QPbFeUz1UVbhtxO09OKg0uwOr6xb2XTe+XOOijk1HNJkZLYx3rsPh5pxIudUlHLfuY/wAOWP58fga0pQvIzrT5YHeogRAqjAUYAp9FFegeWU9Rt/tem3Vsf+WsTJ+YxXhVmNs3J56Y+nWvfz0xXhurW6Wmv3sfKCOeRV+m7IrnrrZnXhHq0a0DiVMZ+RRliP5VRusgH8WrRtBi1O7jPYf1qjqIKRE4wT2rkPQjubHwxiL6vq9weiRRp+JLH+leTa6oi8Raqi8KLubH/fZr2b4YRY0/Vrj+/cBM/RQf/Zq8T1NzJq9256vK7fmSa618CLwOteb9CmfWlHag9aTpSPbiOpwfjpTd2RQBSLJM0ZplFAxd9G446U3mlxQIdu9qUPimEUY4oAeWzQWwM0zHGaXHHFAxd3FJuxTMUtAh+fSkBpPel70AHSkPNLnNJ3oAQ0wjFPPIpjUCYw80xiAKc3SojwOKZjJm14TONabqcwsB+ldRbr5t9cSLyN238Bgf0rkfDkog1VZGwFOUyT6iu20eJjDH/eb+tZ1NjwqtF/WXVfY3rGNfs3J4OFzVW4by2K9AOPwrTSNUyvGDgVlam2LjIxyBkVgVfUzZgXnwO/QGn5GMZ6cVGd2WP5U07hniuiC0ufN5viOaaprZEpAbvRwBwKZls9aUk5xmrPGHjAPIoLZbjt60wZHHPHXNGR6UAGcngZoB560nJPHFKWw3I/SgBXAPOazbl977OoqzcS4XC1UC9SetBcV1IZBhhWP4h/1Ua+rCtiXJdaxdYHm31vH/ALWa1o/EdWHV5o6PRU2W6DtjFdNaoQq49OfrWJpiYhXPtW7ESkO/HGcfrXFN3lc+qpq0Uh87gLkdD1rHlkPJBAOa0Z5MrgdG/SsW5uUihmlc4RQWb8KUFd2NZPlV2ch4nvPPv1t1+5Cucf7RrDBGaknlae4kmfhpGLH2qKvepw5YpHh1Jc0m2PGMcUh6UgpDVmYOc4qM8U81GTzSGNPWkJpTTGOKkokhO9lQfxP0r0rQ4StvGvOSOprz7RIPtOpRr/d5r1rTLUFVGPu8152MntE7sJHeRqKhggT0wP5VXmlzHjuOavyDNu3ODjofUViyygAk+mCK4LHciGMS3U6QQqXeVgqKO5z0r2fS7CPTdOt7OMDbEgX6nua4TwBpPn38moyLmO3+SPP989fyH869JrtoQsrnBial5WFooorc5hPWvFvE+G8aX4YDAlB/QV7T614r4pG7xtf/APXQf+gisa3wnThfjNK0O5gPUYwO1Z+qkiBievNXLHhVbPOearaymUl7HOa47HoLc7H4dxCPwiZP+es8j/rj+leAXrZ1Cb/eI/U19BfDkf8AFGx8kgyycHt81eBa5AbLxBf27HiG6kQfgxFdb+FFZfL97NFQ00jjNG7FN5z7VJ7qFzTh0pBzUgFI0G/hTh0pccU7HFA7DMUuB1zSmnAe9AWGEccU4fWlHFGRjpQFhCp9KaVOcU8Nn1p31oKsQ7eelJtNS479aQigmxHilp5pMcUBYZjFGKdgUnSgQ00xqkaozQJkZ5qF+KlPA71A5GaZzz0RdsYvNmiiUZLMMYr1nT7X7LAoAy2Oa4HwfaGe7a425WI8E+temwAIoGRwKxm7s8yvK8rENz+7ZnBOCOM1jXcnmSbvbnFa18+UKnjOKwiTJ04bpULc55O0bsQHCqO9LnI7UrI27pTQp644rpSsfE15+0qSl5gep5ApAgxQQw6YP40p3Y+7x6igyGsabk0/qOaQqeaAGZNNZsCn4IJ71FJknAoGQsNzc/pTHO1fvHNPZcZwahlOTQWtSAvmTrwKyVX7V4gUHoibsVpy8IcZyeKpaW5udembbwqqlaQ0i35HfgY3qI7G0hxGuK2QA0OzHVf1qnZQkqr4+Ve/9Kul0BPzdsVxH06Midyq4/u/41yPii78q0S2U8ytuP0zmuouTmd8fdJrzrWrsXupyuhyi/u0/DiuvCU+ad+xzYupaFl1M8+wpOlKD9KXGcV6x5QDmkPFKMikc5oAjJ9qTHWlNNJFIeo0k+lRsc09jxUROWqGykjqPBFi93qTuoO1QMmvWraBYIyi8sAOtc14K0kafpKg/wCskG9z/KuwIVV3Edq8evPmm2etRhywSKssx2FT3G6sB9ztgAl3OFA7mtK9fDkZxnoas+FNPF/4jtlKHy4SZn9Pl6frisoK7saTfLFs9I0TTF0nSILRQNyL87f3m7mtSiivRStoeS3d3FooopgJXjXiHA8Z6mfSTP8A46K9l6V5L4ltmtfGF8XGVmVZUJHYjH9DWNb4TpwvxjLYbUX16ipr2JbiEMcYYbap27kxrjr05rTVN1uYzXIj0X3Nn4auRoV1asRvt7t1x7EKf8a8i+I2mTaZ411AuuFuX+0Rn1Vv/r7hXp/hGZNM8RXEEjEC/QbPTzEzx+IP6VhfGKxjm1jTJWU7pLeSMEf7LA/1rtgueKRyRrfVqzk1ozyQEn6euKUDPSte30q3fO7zBjqN9aFv4esrhXw8y4Awd3sfaq+rzPQjnNBbpnNqvApCcHArpx4XjONt1IfUbVzUf/COxiTDzTEcdlpfV5mv9tYfzOeBY/xCnYk9sV0X/CN2PdrgYx/F/wDWp/8AwjdgE4mlHXrJT+rTJ/t2h2ZzmHpMP6VvTaBbAERzSg467gazZdJmhJ/0klcHB8v/AOvR9WmUs7w77lQK/pRhh2qZLCZmH+kJjvheR+tWJ9MkhI/0kMu3OQn196X1afYv+2sN3KPzCl5NW/sEwjdxOhx6oa0V0ANcTRG7I8tQchBzyRzz7UvYTXQtZxh7bmIQfSmlTitM6UREji567twK9MfjUQscyshlcbYhJkx+tH1efYP7Yw3coEdKOR0q+2n4Td9oJPoI/wD69UltJnlCmUKCepQ4p/V59iXnOG7keD7UmwkdRV5dGlJ+a5b/AICtWE0FCozcSnpxgU/q0zJ55h+zMcqf71IU9Sa6BfD9uBlnmP8AwL3qX+wbJRkoxx6yGn9WkZvPaPSLOUkAC5J4qCKJ7mdIok3O7bVHvXXf2fZJMcRRqv8At81p+G9IYuLmZFWNfuLtwSfWonS9nG7Zl/aft5WhE3tC0caVYxRcYQck9z3NaryIdoBGOnFSou+FRjdtGOao3I2MxxjjtXE2PfchuHJVyeQO9ZCjBGDyctmrM0pNtLziqUkuy2ldHUMi9Dz0FXSg5SsjkxrcaUrbkhWQ8CQ0m2Uf8tCfpUdy00U8KRyqRIGzlfTHTms59SmjQvvj+VNxyv8A9euv2Ez5P6vM1cT5+/n60bp8HhT+FZhv7wsoDRAFQxJVvToOagm1XUEYJB9nkc/wkMv9aPYT7B9WmbBknPVVBo3y4+4h9xXPRa/qrShJNPhXnlvMb/Ct1HuZEDBI898Fsfypewn2F9Xmug4u56pj6VCzMDnAP40kk8yEgrHnuAx/wpjTXJAwkX/fZ/wo9jPsP6vPsNkdxn7tVnLk9qWaa4ELPsQEHHAJBOf/AK9VpxMEy0xB9AgH86aw82aRoSGysQAc9Dk1P4UtDPLJcOhQO5f8O1ZcERmu0NwzuuQCWPQV3Oh2H2e2CjgDaQO4X+GlVj7OFu562ApWkbKJxgDCr2qlev5ZyOCeav7gAUPDY4NZF+5KsR1HNcJ7aVjH1a6NtZXNzuAZVJA9z0rzg4Jz/Ouy8UyM1lDbpjfK+T9BXNf2bclioMZIzwa9bCR5YX7nk4ud527FIlR3ozV46TdLEZGWIIO5bFMk0u+RoR9mcmb7gX5if/rV1Xsct0UyaaTWu3hfWFXJs8D/AH1zQPC2rtz9kwM93WlcLmKeT1pM49K6GPwfqrnBSBPrL/hV6PwDeNjzb6BAf7qMxH8qVx8yOMd/xre8IaG+ramsrpm2gILZ/ibstXZPCKR3DxGWecjAXYqqCcDjJ7+1ei+GdHi0bT1tkX/aJPPzGuXEVeVWXU6sNDnlfojUtLVIIhnI9R60s0u1cnp2omGPm3NnsD0qnLNhlQ15TZ6yWhSv+ZU5zwea7jwBZbLG6vmGGmk2If8AZX/6+fyrgZ5N08uO2Ao9zivYdFsxp+jWlpjmOJQ317/rXRQjrc5MVK0bGlRRRXWcAUUUUAJ2rzf4kMY9SsSB96Fxu/EcV6R2rz34lSKW02LHz5d/w4rOr8Jvhv4iOZsmbahOelbgIKVgLOlravPL/q4kZ2x6AZrSinuoraS6vdMuLC2ji85priaAjbx/CkjN0OenauNJs9KUknZkku9nR0+SaJg6H0NU/iPqkOoWGjzxqPtMbyCWMdV4X9OOKs201xcWpvJbC5tYNgdZLnYu5D0baGLKP94LWFqc9pqujzX9nG88cc5t4ZYwpE7/ACD5Dn5hlwueBnd6VvRk4S1OXERjUjdMxbOWCUANjPv3rTt7EneV6L6njpWVfaZfaXC01/YPb/vBEkazwyu7twFCxuxznjnuRW5a2mq2trul0ufzTJ5XkiaEnPHBbftXvwzA16SmrHjuLuWI7PChwSCKaUBYAjvUxlurO0uJbzTbiBIiiYE8Ezs7ttRFWKRm3MeBxUjwXixeZd2Mtsd20q7IxH1KMwB9s5pqaJcWVzAm37tRTRIy47e9WGOwKvXNMZ1BBJwcdD9apCZjTw7GJDYIHGKribgpKm4Hv3q9IokyUOQefpVS5gwrHbzWiJKMkBjcNGchgCOfeqdyZRu3dFI5FXmLwgAfd96o3b78tgjpQAq3OyIluQwJHNaU1/HFqM6jdgttJIAHU/mOlc+4MkKwjlmIwfQkgflzS6pcuupzD975jO4Bf7y/Nxx2qHuWloOv7meS6W3ickKzDAPBJqwHlUiFkUHbtznkjAP8zWdppxcmY/fUZUMNwz3z+FaBDqN8q4kwGwffkU92h7RZo2ccrL8wXBPerhs2KnLIORxtrAE884ZA5C8dK2tOEzsyGYsO2TTbI2LEcLnKFoh/D0qwkHyYdsH2p7QzQgOV3Be2afuilX5uCO1IEQFFXI3mmSgg7d5/CppdqqQgyM4ptvCZplQ9O+KyqTUVdmtOm5yUUR2WmedcedKMxqcbf7xrq4INibm7+lRwwLFEABwBjFTlx0AxntXk1arm7s92jSjTjZEokwPlqhdS5Vlb71WW5Gf5Vnz8yH2rE3MmWQpGwY4UKc57VnGYyW95tO4BU6fNwVb/AOtV7VsCxlYjAbjNczBcF7W93AybWiXKHoMNg/lXpYOmuXmPJx1R86gbN5eiPypc5CccfSsGPUDcpJ5w/d7dpCj1qvc3rC38kMMMNzEf0qxAVgtI02sJJG3H02/eH8q7pKy0OCKu9SWW5Lbdi56KD0AxVqwhSZwVlbeOcrWUA0kmz+AY3Cuh0qxyhmAAOOh6UyGOntS0hPmOcfSr7oEjGZX47ZpGjaJkDjrVsIhcbhkjNJgitHaRK2ZNzEj8qmWHcNoGB64qzlSwzzTlRC3y4qWNGfc2Ma2MkjN0555xg8msydrdExHHJM2P4Iya3b1ttlccAbULVkoy3jeSjrI38I3A/wCRS5rasajd2RW0iykvdWXfB5cKjLBjkk+mP8a7tI1tkHdvas7SbBLK2CY3Mxyx9618F0zkDH515Napzzue3hqXJGxRlmDue2OxrLum/cnn7zVavW2buQfesu5kAiG5gADyT0HFZpXZ0ydlcwtQdZNa+dS8VumCAecsKpNKcG4ckE/MQfenRIt1dTSlvlkOS+P4fb1+tUdRuTeX5hQfLwXA7DoBXtU0oxXkfP1XzSZpaVbS6s32mfPkKcRIP/Qq6GDTQspOcv6nt7VY0yFIrCJUUABeM1eeFEXlh346VoYPUgEchGTjNSBeTxk8VGLkHKoNxpYw7deo9O9SCJiRgbs/XFRXEwXATGe2KSeXEZA9KksLQn96/U9PQVjWrKmvM6cPQdWXkFlYDzjNjMh+8x7VtxAR/wCFRxBY0wDxnmlLZ/8Ar15M5uTuz2qcIxVkPuJQ429M1izyFbgnk7avXDYXHes+ZM85+aoNdkaHhfSH1fX9xBFtbussrHpnjC/U/wCNeu1zXgqxWz8OQuPvXBMrH69P0Arpc13048sTya0+aQtFFFaGQUUUUAfH/wDwuz4h/wDQw/8Aklb/APxusjUPiH4m1bUlv9Rvbe8uEjESG5sYJFRck/KrIVB56gZ9+K5eigE7bHRT+OvElzbTW82o7oplZHXyIxkEEEcLxwe1F1468TXou1udWllW7BEyuilSCMYAxhR9MVztFLlRXPJ9TqV+I/i4XFzOdbnZ7kky70RlPOcBSMKPYACn3HxL8X3UccdxrLypFMsyB4YztdWVhj5emUXjpx05NcnRRZC5n3NuLxfr0V2t0NRdp1nW4DyIrkSKwYEbgehAOOlWIfHfiWBbhY9S2i4kWWX9xGdzKCB/DwMM3A45Nc5RTEdLD4+8TQBfL1IDbdC8BNvET5wwA2SvYKAB0GOlOT4h+Kkadl1UgzhBJ+4i52biuPl4++3TrnnNcxRTuKyOlPj/AMTt11P/AMl4v/iaa3jvxK3XUv8AyBH/APE1zlFHM+4cq7G+fGviA/8AMQ/KCMf+y0Hxr4hIwdQ49PJj/wDiawKKfPLuLkj2NpvFuuN1vf8AyCn/AMTUb+JtYcYa8yP+uaf4Vk0Uc8u4csexrR+JtXikWRLsB1OQfKT/AAqObX9TuHRpbncyDCny1GOc+lZtFLmfcaSRpR69qcaFVuRg9cxqf5iu4t7iS8s7WWeTMkkKM7YxnIGa81r0bSwo0yzd/wCGFOP+AitqMnfUzqrQ1LUxAH5unfGBWpYnE2QcnIFZsDLIvGCcdO1aVqNrDbyM9O9bMwOiVd8Skc//AKqqyYUkMAT3xRb3gXCN+tNuSGcFSPu1NxpFNpN0uMZ+lbGnW3lfO33m6AelYyRZu0jH8Tgfhmuuits/NjgccVw4ue0UengKa1kx+0LGTTYjkMxHFRXEqxKfMOOpwPb/ADipLNCYfn++ecVw2PT0ElBGdtULhsbichq0pTgYbiqE6FgB6mkhmJqx3adLj+6ePyrm/s0KabIZHAeV94BQ8bUI5x2O7jNdHrSKmnSfNkdM/iK55HC2Ln5nzKVYDpt2qDz264r0sPdUtO54+L1rfIwYIWZcEABX+Zu30/z+VbSBbezaZvu+WVXcM/U1C4jhmZSpcK/yHoAPQDsP1pl6/mqqZGGfG0LjjFdmr1ONtLRD7NBJ5Y3YZvmb29K7iwgRbVMjqOBXKaZBg+bt5PGK6eC7WKERvkYGBQyCaVDnJAxjkU5pVjUHjOelVZpI5DxIwJNPRESMPuDk8gtRcEmTK6ou5iBnsahE7PJtjAAxycVG8vmOFGDSs5jXA4OBUjSEuzI8MkKgEuu3n+VX7CyEA37QJGHUDoPSoNPj81g7DOOBmtoDauRg15+Iq3fKtj1cLQUY8z3HoiooGc/SmPKdvpQzfNx0qN+R71xnfEz7t/MQoeTXO6vMYrYKuCzP0cVvzD941cv4inj+0wwbl8wKXxntmujCxvUVzmxk+Wk7Gb9pJjCsCBk5A71Do8ILs7gmRmLHPemQztPMUSH5f756n3ArprW2h2DgHP8AEOMcd69i1zwr2LNpdtGu0NwOzVeW6mkXBjD/AFqCK1+UEjIHer0UYiAx09aTEmQxTYDb4wrADkf1psl8kanaDnFPkYHOf4uKjCIMnhgO1Q2XFXEtI5ryUO2BGOvvXRwx7VHoKqWVtmBFx1G41dY7FI7cc15NabnI97D0VTghnBfb2FPPA+tV7QmSR+RhSRkd6tfw+mPWsWjYpzncKoSkFXPoDV6ccH2rNlUqrggjI4zRFahLY9d8O8+HdOJ6/Zk6f7orWrO0Zdui2IxjECf+gitGvQjseNLcKKKKoQUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFejaU7f2dZZXdH5CDOOfuiiitqO7Ma2xvJbo3zo2zjqOn41ZSJ1JyORjkUUVuzJFxNzKN+PqKRwQfl/iHQ/h0ooqB9S7pkBN4XYElVOPrXQXN2tnaMzkLhSxz2FFFeZX/iHuYaKVJWPOj4xJ1f7TNDI1mBiI/8Asx/wrvNBvBqlqlxGrCFuVZh97j+VFFKoloKjNybuXpocNjrWXLJ07kZoorE6kYusfJpz5/vD+lcmkiLHNGh+ZmLEkcg5Rcf+O5/OiivSw38P5nj4v+KQyyxiQhpFG49zzQ8HmSxMmG/i/PHFFFdnQ4epv2y/KqYZDtxg1q20buBvORjvRRSAuFIljwBzycn6VCts8uM/d9qKKhjRP5EMKsR96qhKu3ucdaKKmWxcN0a1pCIFCH72Mk1eJVUPv0FFFeRPc+gpxVhEOVJJpkykUUVI0ZlwfmPHWuZ1qGCW9R5IwWCBc+ooorswaXOceP8A4ZWit1iYMqgIflOK1YoMNuTlTwRRRXqo8Jmxbtle3J6VPKDtb+9iiis2UioYgQFyT07+9KtuGuEQsSCST9BRRWNT4WdOHSc1c6KJ1ityzcVxeseL4ItSjtQ5WLf+8lAyFoorzoJN6nt1JOKVjoNKvLa7UC0lV0xwUOfz+tacqODg0UVky4lOWTK7e4NUJ2Mgf0/pRRSW4p7Hs2njbp9svpEo/QVaoor0FseM9xaKKKYBRRRQB//Z", "path": "000721.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000722
Men Tshirts
{ "bytes": 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", "path": "000722.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000723
Men Tshirts
{ "bytes": 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", "path": "000723.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000724
Men Tshirts
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", "path": "000724.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000725
Men Tshirts
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"path": "000725.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000726
Men Tshirts
{ "bytes": 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", "path": "000726.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000727
Men Tshirts
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", "path": "000727.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000728
Men Tshirts
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", "path": "000728.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000729
Men Tshirts
{ "bytes": 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", "path": "000729.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000730
Men Tshirts
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", "path": "000730.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000731
Men Tshirts
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", "path": "000731.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000732
Men Tshirts
{ "bytes": 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", "path": "000732.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000733
Men Tshirts
{ "bytes": 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", "path": "000733.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000734
Men Tshirts
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"path": "000734.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000735
Men Tshirts
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", "path": "000735.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000736
Men Tshirts
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", "path": "000736.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000737
Men Tshirts
{ "bytes": 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RqeoHSvKfAOnC61eSaRci3TcM+pNdxN4nhsZ2i8iWTacFlUkCueerOumrI7OI8Cpia5Sx8aaROQjXCxyf3X4roYbyK4QPGwdT3B4qbFjpSMGsy5AIJov9asbQH7RcRxkHoTzXP3Xi3TPurKWB4yozik0xnm/itFfxHKzDkEZ+lfTHg6UzeDdGdjkmziGfXCgV87+MIlXUILmPBFxDkH1x/wDrr3/wA5fwHojN1+yIPy4rop/CclTc6WiiitDMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBK848caIt5NcjaC9yFCk9uP/rV6PWB4kszNDHOATs4OO3oazqK6NaMrSt3OS0GyWx0e2tMD5Fwceveq+peHor4yb4xIrjGCen0rRt3xxWhFIMdK572Z1JX0OVt/DcNlbxRxQ+UsYPO4ksT3Nbdyx/sox+q7amvJcsqDuar3assA9KG7u5aXQ5W88ONcopgnuIGD5LRPjcPStLTdMmgdg7yNDgYEhyR+Nb1ooEIJ7iid1AOMUOWliXHW5wer6I+o+Md4BEaW6ux9+le16Nbta6NZwSEl44VUk9elcroVkl9qBZ4wyDlj7Dt+ddzXRTXU5qslZRFooorQwErlPiHp76l4UlhQZIkVsfp/WurqtfQC5sZ4SM70IH1xSkrqxUHaSZ5foVk0fhSyQAeasRIyOhJNZraXqFxqCC6u1e12/PG0AJz7f8A666uy+WJY2ABXggVfEce3OBXLzWZ1qOhh+HbQ2EsybVCnkYGKp63pa3t3JKqqHJGW2gn3rdj/wBc7joKjiINxg85qTW3U5Oy03V7cTK9+7jP7lBEAB9a6W1tGjiEkwAkxzitkKgX7oqpdOAvHSnJ3ZFrKx5lfaC9944lVhtgbDknoSegr1zwXavZw3cPmM0KuoQHoOOcVgWsavO7lNxOBmu9021FpaKm3Dt8z/U1rTu36GVRqMGu5dooorc5RKyvEfnf8I7qHkf6zyGxg47c/pWrTJEWSNkYZVgQR7UmrocXZpng/gnS2sdX1SF1woRAufQ81t6lYXYcpbSCCLacMsYY5/wrVa1FjqtzGY9rbsbv7wHStGLY33hmuRtpnckuhw1r4fuEiWW4kWW5DZZhEFGO3auuvgs+jeSyghlAwRxVi8CpHgAc1XnBW2UYOKG76lqOhytz4aeaP/Rri4gbdndEcZX0rT03SJoHbzJJGhwMLI24/nW9Y8wg0+aQYNDlpYTjrc4Pxlo7ajeabsB2iTY5A6L1r0TwJp4083iRsxiARQCeM89KwhiS8XgHbnrXoGkW32awTcgV3+dx7n/62K0pq79DGo1GD8zRoooroOQSuF+IunvfxWaEnycSblPQ8DrXdVjeJbf7RpEhAyUOfw6H+dRUV0XSlaaZ474C0x7MagZFI3SBVJHUdc1uanZ3CMv2ZvLQn5mVckCrkA8pipAB4Bx7VpR7H+9XM27nXFdDz1NDu5/NkvZ4biXdiICADI9ziux0KIWmmmPaFKk9K0Z44kjLbRVNTiBmHGaG7u5cY6WOF1Tw+1zcXF1EsTzEllEoJDHPQ81PplpeKIYLiG2dWBDrFHgJ6fWussY1k3BlBGeatNDFHkooFHN7thcutzgPGOlNM2lW8CfMXaMAduhr174eW9xa+EYILht3luyx+y56fnmuSjtlvdTgUpuZW+TjoTxXqFlax2VnFbx/cjXaK2p3OerZKxZooorY5wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACmOiyIUdQykYIPen0UAef6lDFa6rPBECqK3Az04zSGUrESOtV/E0pg164k/h3AH8hUcNykkWQeorlnudkG7FK9Mt/wAJJt2n5WjbkGq0h1KeIq9y6qp/hTBP1NaVxYQTHzdg3Y6jiqaWaynaHnGP9s1B0K1tzQs77dGsZUg9OafMS7hF5JIFVo4IrQ/KDu6kkk1e0ALe+ILeLqEzI34cj9cU4K7MZysjttL02PTbURKdznl3xjJq/RRXWlY4W7hRRRTAKKKKAON1q0+xaj5iH93OS+PQ9xVSa88iLoTkcYrZ8XFY7G3mJ5WXb+BB/wABXNvtuIthPXuDg1y1FZnXSk+UzYdWv4GcGBWQn5GJwce9WLO4nS53XToQegRehqGW2nhX/j5YqD/Eoapo7WaYAtcsR6hQKg6baXubYnWVMqc4qhdycYpVIhQqGJ9SaoXdzuPlpyzcUJXMnI7Dw5pSraw3cwBZvmRcdPQ10lV7NPLsoE/uxqP0qeuyKSWhxSk5PUWiiimSFFFFAHM+JdJeUi+twNyD94PUetc/byEr716BOA1vIrDIKEH8q8xs7oElSwDKcEVz1UlqdVGb+4NVuppY/Lg3LJnh+wqibnVLlPIeVYyoyzIvJ/PpWhc2i3B3ozI44yjEcVTMDpLsNzPz/tf/AFqxR1R1W5esb3yoRE4YsvVj396szvxwevNUo7KKEea5Zm9WJNNurtY1JP4Ubshs6XwppiTmS+l5CvtVccZHOf1rsK5/wdu/4R+Mt1aR2/WugrrgkkcNRty1FoooqyAprKGUqwBBGCD3p1FAHn3iDTP7NvVeNgYZclR3X2qrBJxzitXx7IUFmRngMSPyrnbW4EiAhhXLUST0OunJ2uyTUL4CFkQnf24yM1kx67dLD5EtkWmIx8pG0+/tV26tpJD5kMhUjjbgEVQYXCzdYC+OCVINQjpinIu6RfFoT9o2JKTyqnpV24l+XNZEFrMXMkrRqDxhU/8Ar1amlztRTlshVHqTxSWrIlKx13hLRzganNg7s+Uv6ZP612FVrC1FlYwWw/5ZoFz6nvVqu2KsrHBKV3cKKKKZIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACVwOsfFfRNIu3gMFzcKhIaSILtJHXGTzWr4216PRtCmiSUC8uVKRKOoHQt+A/WvFrXSrbVNRj+0nMcILeX/f9AfauujQTpSq1FojNybmoxPR7q4i1yJ7+NHWO5AkRXHzAEcZrmjeSWEnly5254aurs0xAi4HAxVHU9LjuFPy9a8lvW56CWliGy1JJVA3cVb+1QqCyEZHFcrJpV1asTbucenWoxDqbyBd5C9+KWhepqXurZl2IpZicYFdV4Ft2GoTSycv5X5ZIrntL0YQjzpPmkP8AEeajv/EF14c1Gyltn+8zeZGekijGQa2owdSajExqu0G2eyUVWsbuLULGC7gOYpkDqfYirNbNW0ZzBRRRQAlQ3NxDaQtNcSpFEgyzuwAA9yamrxX4m+Ihf6sumQTbrW1/1gU8NL3+uOn1zUTnyq50YbDuvPkR1mteJ9G8RW7WWmXyXMsLb5AinCjkDkjHWuXi1A20oglbBU8E96reCNBXSoJpnfzLi6wznsByQo/OtLWdJEoLqOa5pSu7m7goPljsaUNzHcRgsRip2uIoYzjpXFq99aJsUB19+tPjm1W6HlhVRfX0qbodmat5rESNsUksegHc1NpkDyypJMPmdgAPQE1HpuhBXEsxLueea0rhzYIZ1UMYv3gU9CRzj9KpE2PSwMDApawvDHiO18TaWt3bgo6nbLGxyUb09x6Gtw88V1p31RxTjKMnGS1Q6iiimISjtSVkeJtQ/s3w9e3IcI6xMEJP8R4FJuyuyoQc5KK3ZyniL4o6fpFw1pBbSXjBvLLBwiZ6HB5Jrm9QWS0lFzGCR/EBXGXdil9NbFnICSKTjuMjivTjbrd2uDg5FefGtKqrs9rGYOGFkoxXTfuZFjrEcjcODmtYTQthmIya5PUNEmhnMkDFTnP1qHdq33VUD0OKrmRy8vY6bUdTSFOayrR5dSlDMpWFT/31Udpo13eOrXkhI/u9q6VbJLa3CoAAB0ppktHaeGmj/sOBEZSy7twB6HJ61sHGK8DXWb3SPF9zc27lI4zGSAeJARypHcYr3e3kE0Eco+66hh9CM10UaqnddjPF4WVFRne6kT0UUVscYhxUUs8UIBkkVM9NxAzTnZY0LMQqqMkk4ArxrxvqJ17VJo7eYGJMRxMfu+5/E5qZSsjGrVVNLuzs/GLR3U1siMrARsSVOepH+FefmZtNujG5IjJ4PYe1a2h6fHp9mLeMlsHJY9WPc1JqulrdRHjnHpXLJ3dz0IRaik9yC11FHP3gc9qstFFI3mHG7rXHyWl5YSlk+ZPSnHWrlcEQuSO2aWhom0dJf3sESY3AADNQaA39peIrHvGJ0P1Oc1iwQXWrzjzBtjHUCuq0lrTRNStJ7g+XBC+WYDOOMZpxtcib0bZ63RUUUsc8SyxOrxuAyspyCPWpa7DkCiiigAooooAKKKKACiiigAooooAKKKKACiiigBKKpalqtlpVqbi9nSKMdMnlvYDvXn2tfFLKtFpNuVJ486Yc/gv+NbUsPUq/AiZTUdz0O+1Kz02Dz7y5jhj9XbGfp61xOtfE+1tw0elw+e//AD1lyqj8Op/SvMr/AFS81Gdpru4kmlP8Ttn8vSqRYmvVo5bCOtR3/IwlWb2Lmr61eavdve3cpklYY9AAOwHYVDp12ILqOfPAOG+lVsZBB7HFVVZreUg8oeorvlSi4cltHoZRbTv1PY9PlWWBXUgqRkEVdkiDp0rz/wANa79icWty2IG+45P3D6H2r0GGQSRgg5r5TFYWVCfK9uh69Kqqkboz2gAY1F9mDSAAd60ZVXPNNRQDkVy2NSN1WOPFef8Aip/N1GAf881Y/ngV2GrapbWSHzZQGxwg5J/CvOdU1IXVy0mMZ4VfavUy7CzlUVRrRHLiaqUeXqz134c61DPosWmSSIs9ucIpbl1OTx9P8K7qvl17mRWXaxDD5sg4Irv/AA78Tr+wtkh1eI3Ua8LLnbKR/wCzfjj610Y3CqF6iasYYdTqNQirvyPYu1ZWreIdL0WItf3kcZxwmcsfoo5ryfXvifqeo7orBfsUB4ypzIfq3b8K4ae5muJC8sjOzclmOSa8eVdL4T2qGUylrVdvI9K8Q/Fl5IpINGt9gIK+fL1+oA6fjXlpmJmy7E5PU9zTiuRULqCgJyK55Tctz2KOGp0Famj03wbfC5sFiJ/eRfK307GutaBZUwRXjWg6xJpN+k4BZBxIv95f8a9e0vUbbUbdZraVZIz6dQfQjsaqOp5WNoOnPmWzKz6cqvnAIp4gVBwoFakiAioPKGetFjjuJBHtTJrJ1yVIrOUtjaFOfpitp/lSuE8a6mFiWyjbLyfM+Oy//XpvRGtGm6k1FE/wm1RLLW7izmmCJcxKEDHgyKeB9cE17UDkda+VVlKMcNjPcV1fh34k6xoxSOeT7daDjy52+YD/AGX6j8cirp1ElZnVjcBKpN1Ke/Y99GcUua46L4kaJLpYu1+0eYePs5T58/Xpj3zXGa5491PVN0MDfY7Y8bYj87D3b/DFOpiacOt2ceGyrE13blsu7PRdb8X6VoilZZhLcDpDGctn39PxryvxN4svPEJEcirDboSyRJzz6k9zWGWJOepPc1G33snvxXnVsVOppsj6fB5RRw1pPWXd/oiGGXJ2k89q7rwxqwuozazN++QcZ/iFcM1lJcTItspaVzhQO5rvtH0CPSrMTXRV7ph8zjt7Clh1LmutgzWVH2fLP4un9djXubRZBnvVeO3C9QKS21RHAUsGQnANXWQBjXafMNNaMjgiy+ccCjUJVhtnZiAAMkmrEeFU4ri/FOsC4ka0gfMaH94w/iPpUVJqEbs3wmGliKqivmc9eXAuLp5P+ejcfTtXuvhzWLLU9KtxbzKZI41V49w3IQMcivn/AHBn5I471Zivbi1uUnt5pIZk5Dxtgj8a5qGIdOTb1ue/jstWJpxhF25dj6SzXOax400nSAyGb7TcDgRQ88+56CvLLrxhq+p26295euYwuCqfIG/3sdaySxPzZyfX0r0oYiE/hPicxw2Lwe8NO+6Ol1rxtqWspJbMUt7dxzFF39i3U/oK58SAEgnk8iq7HaM+hzTmJABxnBpvU+enUlN3kzs9EnFxaqc/MOG+tbBQFTXF6Hfi3uwpb93Jx9D2rtEfcMVk0fR4Ov7Wkn16mZcWYY9Mg1Tk0yLr5YzW7KoIqHyssKmx1lezs1gizgCsXxFLsgCr1ZgK6SVtkeK43xBOGnC54QZP1qktTmxdRQpSbPRPhrqJutBltXfLW0pCgnoh5H65rt+1fNlnqVxZukttPJDKrEq8bYIrvtC+J9xHth1iDzl6efCAG/Feh/DFdKkeZQxMVFRkeq9aWqGm6rZatbiexuY54++08qfQjqD9av1R2pp6oKKKKBhRRRQAUUUUAFFFFABRRRQAlct4l8YW2jJJbWxWa+HGzPyx57t/hVvxT4ih8O6Y0xIa5kBWGM9z6n2FeGXF7NdSzTSyF5JXLOxPJJrvwWE9q+ae35mVSpy6Itanq13qd0091O80p7sensB2FZbZ609SOppSM17sYqCsjmIRTgKdtxRgUwI8ANnPXikkiEie9PZcjHQ9jSAy9kQfU00xDYtwXaRkCtLTPEd9ps6i2mLwhvnjflMdwPQ/SstoGkBEkhK91Xgfj60ELEuNvA9O1ROnGouWauiotxd0etaRqkOtWX2mNCmGKlSc4IrgPFvjG5nluNOsS0EKPs86NiHYjrz2FGh60NPs9QVSV8yLeoPqOP6iuQKiZy5zyT1/nXlUMBCFad1otjrnXbgu/UbZatM4lgumLTJyJO7r7+9WbZGmk3sD1+UetQfYsXCzKuSBtYeorViKxQ+YBhm4Xjp7111qyw9Jyl028+xGHw8sRVUY9QxHDlhhpT1Y9vYVA75bJOTTGYl/Y07FfJVq9StLmk7n2mHw9OjDlgrETNTWPyg0kjcbgMdiPelQbo8GsjoHdhUTFUBViAOoz6VKPu0bc9aAKL3MiA+REHI/ibgf/Xq/o2p3+nXS3sNw4k6ELwh9ivf8ajeMdaSAeXL6gnOPWmnYylT5vi1R6X4N8VXmsX89nfujN5e+Iqm3oeR79RXa+Vg14vot+NP8Q2l9jYFkCvjup4Oe3Q16h4p8SR+HtGa5Ch7lzsgjP8Tep9h1rSLujyMXQ5aiUFuVfFviS18PWf7w77mQERQjqfc+1eKXfiK6kunmvovM8w5MqdfyqS8uLnUryS9vZmnuJDkux/kOwpggBXDDOaTkup1UcNKEfddmXrOM6gf3LLsK53Hpite30+1tVBbMsg/iYcD6Cq2n2I0+zEak73O8g/w+g/z61djkDcHrXFVqu9o7Ht4aguVSmtSRpcnlsg9Oajc8Uxhtcp2YZH1phcsAO9c53JWJImyvNLJ9wnOMc0qrtWprS1N9fQW3RXb5v90cmmld2RFWahFylsjtPDmkx2dpHcuoa5lUHn+EHsK0r+2kuF2s5CEc7fSrdrGAg4wAMAVb2AjBAr1IRSjZHxdWtOrNznuzjIdCtrCeWW1ldPMGTH1UEeg7Vo2XiPTNQadUlaKSBN8iTKUIXueeorQu42jy0aBgT9K4rxdaSzRQ3BRVVMq7IfmwcfmKmbcFdGuHhGvUUJvfZi6/44hAFvYb/IYYknC8j2A9PeuWku45kX7O4dD/ABA1IIIxHtC8VCNPjSXzYf3bnrjofqK4Jz59WfU0MNHDx5YLT8RyRM3UVLg7sHtxT1Z1GGQH3U/40qg4yeprM6BoWnq7L0NFGKCZRjJWZIJc/eUfhU0YyMHnHGfUdqrY+lN83AKON0bdRnFdVLEyjpLVHzWbcOUcRFzoJRn5bMnlkitfmeRVz/Cep+g61saT4oaH5LoM0WPkz98fX2rCa0gP7yJVDYyGA5q3CFeMBgOOmc8flXoq0ldHwL9thKrg9JLc9AsruLUbVZ4c7SSMHqCKsiHBzXK+G5TFNLbhm2H5lyf8+1WvFGvnTbVba3bF3OMD/YHrU21Pao4lSoKpITXPEWn6ejBrhGcHaQpztPvjpXD3t417LmNwyt824HINUGtWydzFmY9x3+tOt9PW0z9nkZQxyUPK/l2q0keRiMS6zuyyEC7cdcU8UgDcbyCQMcDFPUUzkbLljqN1p1wLi0uJIJhxvjbB+h9R9a7nSvihdxbY9TtUuF6GSL5W/Lof0rz0ClGetNOxpTrTh8LPoXStYstZtBcWUokToR0ZT6Edq0a+etK1u70W8W5tZSjjhh2YehHevZPDXim08RWwMZEdyozJCT09x6irTuelQxKqaPc6GiiimdQUUUUAFFFFACCmSSpFE0kjBUQFmY9gOpp9cd8RtVOneGmgRsSXbeX/AMB6t/QfjVU4OpNRXUUnZXPMfFOuy69rctyc+UDshU/woOn59fxrAz+8OehH60rMSc00DP1r6inBU4qKONu+rJOsJ9adE++NW9RUcbgxfjSWjfKyejGrEWCOabj0p3frRQIb1opf5UHigYn05pjKCRkU+mMcCmgKFwD5hT0H86iXBlWNBnHWpLuQebherN1PYCp7aFYfckdaXUfQlihJYbjgdTjsKimkMkhPQdAPap5m2QH1c/pVRRmvl82xHtKvs1tH8z6rJ8N7Ol7R7y/IRl49P6GhHyBn6fQ089CD0qsxw/HG79GFeSezsJIOHP8At/0p8f8Aqx9aiRi8RJ7nNTIPkAoGhwHXFGKUDgGigYhpm3ByOvWpCK3NJ8J6lqoWQR+RAefMlGMj2HU0WuZznGCvJ2MFjkc0/XNcudaltllJJghWJVz7ct9TXo0fhDRtNsmN4gnbHzSTHGPoB0rhbjwxeAz3FhbyT2QJZZhg5X+Zx7VVmjkWIp1ZehjIg/AcCrtjAJLoFgCiDcfw6D86hCYHStGyXZas/d2x+ArKpK0Wz0KULySJmZmYt3NB4w4/GhRzTmGOR0/iFcJ6qQSkZibuHAP41FjEpHvSFiAq9drgfhnippEO/dQMk7Vr+FIGn1p5APkij5PuT/8AWrJAJAwMk8ACu/8ADWk/2dYfvB++kO5z7+n4VtQjeV+x5ebYhU6PJ1kbkS449KeSTx2oRDilcKq816SR8lcoX1yscLZHAGST0rzPVdefU7g28RUwqcuy9D6AVs+ONbWQf2Tav80gzOVPRfT8a5O3jSMbVAA4AxXHiKv2UfQZXgr2qz+RMOOO1PpNvDUq8iuM+gYtFFLQIbmlzSE0x2xQBJnI4qrI4JP5VOGxEW9qpgZVR3PJpgy/ZP8AKyseDjHsauRcFh6DIrP+4cD0zV+B9xRz34Nd2EqfYZ8NxZgFZYqG+z/Rl6xu1tbqKbOEGQfoaybq4N1eT305yxPGew7AU+5PkytG3+rPz/gKpqDMyu2QmflX+tdtj4xVJez5Ol7jwmAHc89fzpygn5iOtPxuOe3alpkXIytC9afik70AIOTSk4pRwM00ct7UDGsRV3Q9Wm0fVoLuEnMbglc8MvcfiKzWbMje1KvXPpQaR01R9JWN5DqFlDdwNuilUMpqzXmnwu1syfaNJlbOB50OT+DD+R/OvTK0TuezSnzxUgooopmgUUUUAJXkXxUvvN1q3tAflt4ckf7THP8AICvWLi4jtreSeVwkUalmY9gOtfPviLU/7W1u6vOQsshKg9Qvb9MV35dT5qvN2Maz0sY2ecUwvgkev86Vx6VHJkrkfeFe8c4scgO7HBPJ+tOt3wzH1Y1QWTy7oLn5XGR/n86swNwPzovcbNENmlqJSTUo5oJClI7Uo60mKBiU1uhzTqaaYFBbcTtubIwARg+9WEY7yCBmp4AAgAB6elCr++B/Gpm1GLk+hUE5SUV1K12373b/AHQBUQpJG3SE0or4WpJzm5PqffUYKEFFdBT0rPml2lgeo5H4VoN0rHvD+9X3YVKKqOyLsbKEUYy2PyqdT7VTjOTVpTSKiyXHFJg04ciuv8I+HPtEqahdp+7U5iQ9z/eP9KErkVq0aUOaRP4V8Hl3jvtRTj70cBH5Fv8ACvQmVEixjGPSkiTaKSUZ4FapWPAqVpVZc0jEutHt7+786/eS4jQ5S3biMH1IH3vx4qtfa1DBcf2dYQtdXm3iCEfcH+0eij61sy23mAh2IVuDg44qkWstIt/s9lbhWPzbIlyzn1Pqfc0CT10PIr+3uLS+lhu4DDNu3FPTPPHtVtBttYFH9zP503X9XfWdUeZ4Gh8seWEb7wwec+9SEYjiHog/lXJiNj6fBNys32FX86cw7qc4/SmCpQM8/rXIeqVGYCRCDjJwV9Mcirq4dao32FVZB1VgSfat/wAPaQ+pussgxbKef9s+n0qoxcnZGFevChBznsanhrRzK63sy4Uf6tT3967eBBwPSoLeARqFCgAdKsFxCueM16FOCgrHx+JxEsRUc5Ek86W8ZLYGOtefeJPHShmstMImnPBdeVT6n+lHjjU5p40sIZSglyZCpwdvp+P+Ncjb2kVum2NABUVq/L7qPQy/LfapVZ7DY42G6SVi8znc7nqTT0wJFznBPOKewOQKeq/OPY1wt31PpYxSVkPGcAH360uMHpTm/h+tKRmkUNIpDTucU1jilcCMn0qKU9akaoZDxTJHbv8ARWA+lNiAMmey8D61D5mFK9qkiOAB3/qaYrkx6lqs25/cHnoaqMwJwOgqzB/qHArfDfxEeFxCk8vnfy/NEeovNJJEsabhuG4Y7danYDfjtTghMxY88mlPEjeleqflrfQbSYpwwSaUjGeaBkZpp6U40xvWgdhGJApquKa5JH1qBmZTkcj3oKSJMjJ9aXsAKiRxI2O/U1KBgmgs6HwRdm08XWDg4DyeW30YY/rXvdfO/h1SfEen7epuY/8A0IV9EDoKuJ6GDfutC0UUVR2BRRUckixRs7naqgsSewFAHI/EXV/7O8Om2Qr5t4fL57L1J/kPxrxOQljk/hXReMvEH9v6280TH7NGNkIbj5fX8TzXOkfSvocFR9lSV92ck5c0rkecrycUxuOac3ykj1FRu2B7V2ElC8+X506od4x+tPtJhJErKcg1HM/zc9OlVtNHlKyZyA7Y9uaybtMrobyMMVOrVTjfip1atSC0MZpSMVEJKdu4piEbg9ajZsdOvah37A0wZyGPWi4yZCFB5f8AOlYlY3c54XAyaaCcVDeS7IvL5znLGuHMq6pUJd3ojvy2g6tePZasq9TzUi9ahQ571OtfHH2sdhspwhrDv3IG70Oa1rqTANYd2wKsPaqjuY15e6y7A+QDV2Nqx7Fz5KZ64r0fwj4NkvWivtSQrb/eSE9X9z7fzoa1M/rEYQ5pDPDHhibVJEubmNkswcjPBk9h7e9eoW9skSgBQABgCnwwpGgVAAAMADtUp4FUkeRXryrSuxCcd6idu3ShmP0+tVpZljBY5qjAJmbbgGuT8Q+KLLw/F5SYmv5eREp5Pux7Cqfijxv/AGeXs7ELJeMMeoj9z7+1eeKjvK89xI0s8hy8j8kmpbsduHw7nq9izJLLd3Mk8uDLK5ZsDua2Jo8EA9gB0rP06Ayz+Zt3LGQTzitKQsWJIB+jVxV5apH0uEhZXI1HNTDAFRAgdcj9au2djcagwS3TK55c/dFc6TbsjsnUjTjzSdkV7TTJNYvBapkIeZHH8K/416bp9hFa28UEKbY41woqlo2kR6fB5cYyx5Zz1Y1uoAi130afKtT5LMMY8RPT4Vt/mKQI1zVC6mCxszHAAz9KsyybsiuT8Xal5Fh9mjb95P8AL9F7n/PrWkpKKuclCk6tRQj1OSu7n7dfzXPOHb5c/wB0dKZs4pIQMCnsQBXmttu59xSpqnBRWyIgPmz6U6EbhuPc+tMc4iZvXgUAFVXHrSLJ3GMfWl7VEc5HNSA44pMAIqJqmJ4qvIcUARs1QO1OdqgY1RDdhjk8AdScVNGrADrz3qvE4knJHIXj8e9XcnFN6ER1VwHFX7cbYR7mqA61oREeSpxnrW+F/iI8DiS/1Cdu6/NEsSFfvFhQOXYkZ560qlugPNOAyc+pr1D8ysNCLnNDLgU8dM+39KUr2oGVHqFjirEowTiqslBSI2bvUEj8Y7092AHJqnPJtUY+852j+poNYontAxZz0GeDVvAFR22FjAAAwKlPFBN9ToPA9qbvxdYKBkJJ5p+ijP8AhXvXavIPhdHGfEEzv99bdtn5jP6V6/Vx2PTwqtC4tFFFUdQlYniy5az8LahMpw3lFAfTd8v9a26yPEMijS2hYAiYhSD3HU0Rai1J9A5ebRHz3MBvJH5VGDuBwefQ12+seDluA02nsEfr5THg/Q9q4u6tZ7SYw3MTRyL2IwRX0eGxlKsvdevbqc1SjOn8RC549xVOV+MZqd3YDH3vp1qhNIM8HmuluxCIn3SMQisx64UZOBTLK3KsWP8AESxr1v4ceFZovC+savcx7Te2jw2ykfNs2nLfQnGPpXlsAwi/SuSnVVSpJLoW1ZFtT0A/lU3TvUUXJLVJ1rsRmTJ1yTT3fAqOMZANIx3PjFMBwGeac/AHrSqMcgUSngUCJbSB7u4hgQDdI4VR7mrOreFtZslaZ7UyxDkvCd+Pw61oeDYVm8Q25bGIkeQfUDH9a9PX2r5zOZ3qRh2X5nsZZWlRTcep8+ZAJIJU1ItxjAYfiv8AhXs2seE9I1jLzwCKc/8ALaH5W/HsfxrzzWPAV9YsWsrmG7Tsmdr/AJdD+deKe7TxsJb6HIXM2ScEEVSgsLvVrxbSygeWZ+gHYepPYV2+m/DzUL91N86QRdwvzN/gK9G0Tw7YaJbCGzhCcfM55Zj6k96a02MMRiYvRanP+GfAdlpNvDJdRrc3gALO3KqfRR/Wu2ij2jGBTwgAzSM4Heg8+UnJ6jwcHIpl3dwWUDT3EipGoySxxgVQu9Q8tTsYDHevKPFHiGbW7l7ZJD9hQ4OP+Wp9fpTvY0pUXUlZHRar8UrRZTHptlLd448wnYp+meTXLaj4w8QauCgdLKA9Vh+8f+BH+lZaRqvAAqcLSc2epTwMI6vUrxW6RDgZJ5JPUmpttSbeeBQRg1B2xilojrPDnh65vtMEqusUbsTubnd24ArTn8GXSRl0uYWx2YFa6LQ4fsuhWMTjBSBcj3Iz/Wr2xpWy3TsKl0Yt6nmPM68JNRei8kchpfhV3fzL3GO0anr9TXVQWccSBI0CqOwGKuBABxTuFFXCnGOxyYjFVa8uabEVAgpkj+lDycVFu4yas5yG4lEULMa8s1bUG1HUpbjP7sHZH/uj/Gux8Xan9l08wo2JJvlX2z3/ACzXnpPzqgrkxEvso+gyjD71X6Ivxthc0zJkYjtTXO2MD1p8Ywoz35Ncp76BvmlRAOF5NLJwFFEKk7pD/EaJDmVRSGPI+YUE/MaU/ephOJKYDwarznBNTE4qGfpQIqu1Quep9KkJ4wTUbjIzVIylqQWgILg8fOTWivQVSiVDKxBG7vk1dRTtokOCtGwE8+1XrKTJKZ5PIqgQd2Byat2S7JQepNXSlyzTODM6Cq4SpB9U/v3X4l4Y3YzxT8dvwqJf9cR2BqQdeOor1z8jYmeeP8/54pc9ajyQ2M07nP8AjTAhmJ5/WqUjZ5zV2f8A1bn1XFZLPuIFBcRHbPFULhs3iAZ+Vfw61bfIXd15xVGQgzqAfmag2iatq3GKsMcdao2rFeox9auttcjHNBl1N7whfNZeJLCf5tglCsB3DfL/AFr34eteD6HYvbyRXkqlCjBkU+o7mvdo2EkauOjAEVUHc9XDU5wheXUfRRRVnQFct4iuPMvUhB4jXn6n/Irqa4e/k83UZ39XNZ1XaJrRV5DUGFqhqtlaahAY7qFJAOhPUfQ9RV7eNtUbtW2koTXKm4u63Ot67nnes+HPshZ7WfKf3JOv4HvW/wCFvhbf315bXetpHFp+0SGEPl5PRSP4R6961NOsBrOu2tpIuY9++Qf7K8n+g/GvWe1epTx1Z07N/wCZw1aUFLRFS5iRNNmiVQsYhZQqjAA24wBXyzEuFXHTAr6pvWC2Nwx6CJj+hr5bjX5F47V35b9r5HPV6EqcA9aXcQKaOFFBOSBXsIwLCcIPpTU5Yn0pScRj6U1BhaYE68U2Q0Ic02TlgPegR1ngSEtqNzP2ji2/ix/+tXeG4Knagyf5VyfgaPbpt1J3aYL+S/8A166xVA7V8lmc+bES8tD1sKrU0RtHLMfnY49BUkdki8kVKpApxkAFcFja4BFXoMUZCimNIBVaSckYFMETSXAAIzVGeclSS2BSMxwSa4Lxv4ra03adYt/pBHzuP+WY/wAaRpGLbsir4t8SefO+lWMh44nkU9P9ke/rXNKoAwBgCoLGHZEXbJZuST1zVnotSz28PRVOA5ASamAGOtRoOKfmkdQdATUlpF593DEf+Wkir+ZAqFzzgVPay/Z7mGbP+rdX/I5oFLZ2Pa1jGQMcLwKlAxUUcisodSCrDII9DT92a0PmHuOLUxnoNREZPWgA5c89KjmlVFOTgAc1I7hEOK5zxHqy6fpskhPzt8qr6mk3ZXNKcHOSijjvEV+b3WG5+SH5R9e/9Ky7cb5yfSoyx2l3OWY5Y+pNWLVdkBfuea86cru59ph6SpU1BdCQ/vJsdhUnVW9+KiThSx71OB8ij8azOhEmAFVR2qHrcVKMEkmoouZScUATDG6on+/Uw61XlPNCAeTlRTZRlTQhytObkH6UyTOYCmHoRmpWHJGKi71RkyHy5I3MpU+W+MN1Gasxsp7itjQiOFbBGeh9K7WztLNgD9lg3evlrn+VdPsOZJpnjLNvZylFxvZtb9mcFbWl1dkC3tpJPdV4/PpW3DoUtpbSXFyQHVchFOcfWu4CqEwAAPQVn38W+2lQfxIR+lXToRjJN6nn47M6talKEfdun6nDxgGY5qUHJqKIjzSe1SDqcduMV3n5+yBzhzUgIYf5/wA+tRSHDnFLG3BGaBhPjyH9e9Y8i4cGtiXiFxnPH+f61kyj5SR2xQVAjGCrJ61WSzM9ygJxztzipw3IrZsdMaXRJtSU5EN0kTD0ypIP6UHXhknUSZesfCPmKrG8+U9tmf610tj4fsbHDBTLIOjSc4+gqLTJf3S/StdWyKxbZ7FPD0ou6RRuFwDXqdid1hbH1iU/oK8xuRnNej6JL52iWT/9MlH5cf0rSjuyq2yNCiiitzAQ8CvP5GzKx969AIyMGuBvYWt7qSJuqsRWVXY2o7sRTkU1xkdOKajdqnGCK5bHVch066/snUTdpCshZNjA8HbnPH5V22n6jbalD5lu+ccMp4ZT7iuMkhDDgVDDJc6fdpcW5wy9Qejj0PtWtOpy6MyqU1LVbnZ+IJfJ8OanL/ctZW/8cNfMo4jUetfQeu61a3fgzVpI5ArizkDRsfmXK4/r1r56Y4kC/wB0V72W6ps86srOzJc0sfMpNRbyAT/OpIeE579q9kwJZG4Ape1MPLj2FOJ5FNASoPxoIy+aRchaUfeoYjvPBD/8Su5X+7OD+a//AFq6kOOK5PwOd1ner3EiNj8D/hXU7CBXyOYK2Il/XQ9bD/w0P8ymmXApp4FQE7j14riNrDnm61HnHzMce1I0iRgk1g634gi0+2aQ/M/REzyT/hRZlxV9EV/FniZdHtNkRDXcoIiT0/2j7CvKgJLi4LyuzyO252PUmrOoTzXuoy3NwxaRj+Q9BTraP+Lv1pNnqYfD8u+5YVdqhaVuTig9zzSLy1QeiiZRxTidopBTZGJOKRYijc2aex4xSoMLSNycUwPUPCd4954eti5y0eYifXb0/TFdEi5Ga4nwBdKba7syfmRxKB7EYP6gV2+8Ba0Wp83iYclWS8xHOAahLYyTSyuAMk1japq8FhAzySqgHUk03oZxi27Imvr1IVYswAAySewrzPWNWfWNQ3jItouIx6+9S6l4gbV0nhhDLCMZY9W59OwrNRAqgAdK5K8/snv5bg+X95LcCNxVB3NW3GFWMVFChMhYjpUyDdKT2FcrPcQ7aAVWp/uioUOXJqVz2qSwH3SabEOTTmH7ukjGKAHjrVeU1ZHeqk3WhCY+E/Kacx+U1HCcLUjfdpiKb/eqBuGqxMMEVDIMnNNGctzW0Xqfqa7KwmIA5ridGPzcfeEgxXa2sWTxXpQ/hxZ8RU0xNWHaV/vSZqxz5bGakkUFc+lUoUKzAVphcxHNNEtXPO5oDb388J6KxA+namj73+ea1ddg2akJB/GnP1H+RWT0bv05roTuj5PEU/Z1ZR7Feb71JE3JpZvve/eokbimZlhx+7Ye351luvDj2zWoxJU8dqzX/wBdjHXigqJRNei+BrQaj4L8SW+MupjkX6hSf6GvOWOCQfWvUfg1IJJdZt2GQyRkj1HzCmtzswztURl6dLtVRW9HKNo5rDltTZ6hcW//ADylZPyOKuxs+BXPLQ92OxoyDeK7PwjP5mjeUT80MhXHseR/OuOh+ZRW34UuPI1aa1J+WaPI+q//AFiaqk7SJqK8TtqKKK6jmE7VlatpC36+ZGQs4HU9G9jWrRSauNNp3R5/cW01rKY5UKMOxpEfFdzd2kN7CYpVyD0Pce4rkNQ0yewkO4Fo/wCFwOP/AKxrGdO2x0QqX3Iw4NBUMOarB8GpVkBrFo2uRXVjBPGyyRhlI6Eda4vV/BCu/m6axVm5MbHj8PSu9BBpQilhxWtGvUoy5oOxM4RmrSR4tfaHqlkm+eylVAeWAyP0qCNhs6ivdfLX2/Cqb6TYsxc2VuWPcxjmvWp5xJL3439DklhE9meMBgZTyMUpOXAH6V7ONKtD/wAu0P4Rim/2XbocxwoD/uitf7YX8n4k/U/M8iTGKPWvVbnQ9Ouzm4sIy395PlP6Vj3vg7TnU/Z2lhbtk7hW0M1ov4k0S8FNbMwfC2sR6XqZW4bFvOoRj/dPY/59a9FZhjIOQfSvObzwxLaQSTSXdvtQZwc5NM0zxRe6dbCABJ4R90SE5Uex/pWOKw0MY/aUHdrcqnOVD3ai0PQJZMcE1j3viHTrPKtOHkH8EfzH/CuL1PX77U2Ku4ji/wCecfA/E96zeKKGULeq/kgqYzpBHQah4rnn3JbwiNf7z8n8ulcy7PdTB5nLsSCSx61K33CfaoUGMn0Un9K6MTh6VChLkVtAwlSdTEQ5n1M9l8yY4/iarSgAcdOgqOJcB39OB9TUo4H0r5Rn2cENc9B3pyDHrTActUmcCkWh2aAMtTRzUqLgUFIVulNA5pTnNLj3oAs2Goz6Vex3duQHTsejDuD7V6Ro/iWy1iIGNxHOB80Dt8w+nqK8qlOBxVU/ez3qoyscmJw0auuzPVPEPiK30yFlLq85HyxKefx9BXlmoaldalMZbmUsc/Ko+6v0FIx+VievrVUg4FF7mdPDxpLTc0tPXFnIx/ikx+Q/+vVrGOaZZrt0+IH+Is36/wD1qsIuSPTrXDVd5s9vDK1ND0XZH74pUG2PPrQ/3cUrdAorJnUh0YwKcTzQowKUUhjsfLSL06048ikUUCYdqqTdauHpVSXqaEAxDjFTn7tVgcGrGcpTEV5qhblQank6VCeUIpoiZd0d9k/XgMpP513trlZh/dNcd4SsodR1CaCUNxFvG1sdCP8AGuxh+U4/unFehRd6aPjsbScMZUl0lZ/hYvhf3xPqauniOqcZywNW3OI6s52jlPEQ4ibuCR+lYWRuP6iug15WeAFVJCv82OwxXP8ARhn1xW0Nj5vMI2rNlef7xqsrYWrU/DfSqRIzj3qzjWxoHlPwrNm4kyO1aX8HXHFULgYJPagI7lCdf3xA9a9F+DrhPEGoRA/etQ35MP8AGvPpR+9U+ortvhRN5XjNkz/rLZ1/Ig/0oW51UH+8Roaof+J7qDEdbmQ/+PGpzGPLQjoak8QW/wBn8S30fZpPMH/Ahn+tMiOYgPSsp7nvx2LluMLk1LYT+R4gsX6AyhT+PH9aZCMJVWd9l1E4PKup/WoTs0VbSx6tRQOlFdpxhRRRQAU1lV1KsAQeoI606igDGu/DtpPlot0Ln+7yPyrHuPDl9CC0LLMB2BwfyNdhS1LimWpyR53IJraURzxvE56BxjP0qUPuHB5Fc38ZbiVNQsUidlZLcsCpwQS3/wBjXD6F421iyk23JF3CvVZOG/A1p9QnKCnDqVHEq9pHsqsGUEU7d61xun/EDRLxxHNK1lKennDCn/gXT866WO4EqCSOQSRkZDI2QRXLOlKDtJWN4yUti8D6GjvVQSj3FI87KpIJb6VBaSuSXUrQoXCM4HZetYT+JrXcwe0v0I4O61fH54q6+prEd0oIH+6T/KmtrVswH71fxBH86Roctq/ivSZJBA8h3kHCNGQT+BFckrgIR0zW94zvbK8urc25jkmjDb2Q5wOODXNA7lIr6XKqPJS5+sjy8bU5p8vYcWwfx7VKPujNVs54qfOF616qOJit9xvoaj/5YO3+yBTmPyH6U1FMkAQdWbFefmkrYeX9dTvyuPNiY/P8iHbtijXu3zH+lMkOBjvT5H3SsR93oPpULHc/0r5A+zTHoMc0pNID/KgDNBZItTKAFqAVIGOOtA0OwDRTTzQScUAQynNQ556VI/NR0ESGyH5DUBPAqaU/KPeoiNxApoykbkSbbaBfSMfrzViMYXPrxSOoDbfQAU9hg7f7orz5O7bPZpq0UhuMt9KByaTop9TSoMc5qGaDz060CjNKKQ7jxS8CmZpT0oAGbiq0p71MxqF+aaEQE81OpyuKg/vCnI1MAeoRnOKmk5GRUBOCDTRE9joPAsnl+J0U9Hidf0z/AErqgcSyD0c/zrhvDs32fxNYvnA83b+YI/rXbznZfzDsWJ/Pmu2h8B8zmkbV0+6NK2OQDVmQ/Iao2b5OKtTNhK1PNZRE8NvM7XDoiH5cucDNZ+sfZpYisBRcgsSAKumOCeVo7iKOWM9VkUEfrXK+ItLsrXU4ZbAtAGU+bDExCN6EiqSvocuIlGFKUpK5RmO45qkx5PSrRJIqpJ3roPmEaAP7v6VWuFyjHHapFb903Pamzcwt7gUCRnSdEJ69K6j4byiHx7YD/noJE/ND/hXLvnyvo1bPgyXyfGejvnk3Kr+eR/WhbnTSdpo9E8Zrs8UMf70KH+Y/pWZA2eK2vH6eXrFnNj78BU/g3/16wLZsODWdTc+gpv3TXQ4QVn3rEOGx0NXh92s+8PWsjU9biYPCjjoyg/pUlVrE5062PrEn8hVmu44QooooAKKKKACiiigDw/4pzfaPFUkWc+VHGn6Fv/Zq4yG1VIicDnmul8XzfbPFmpPjP+kMn4Lhf6ViykBCB9K+lw8LUoryOKbvJmPc2EcoIxTtH1zVfC82LdvOtCctbuePqvoatEDPSmvErjBFVVw0KqtJDhUlF3R3Gj+PtH1RhDJIba4P/LObjJ9j0NdE91tXMePxrxC80hZJQ6jt2pq2l3tCm7uAo4A81sD9a8aplUub3Xod0MYktUeznULiPLbIse74rA1bx3DYXK2xtmuJWXOImVlH1PavPI7AE4llmcehkOKtJbRxgCNAo9hVUspd7zegTxunuolkfzrmaZlCtK5cgdATzimp8r1IYwBmmleQa9yMVFWRwOV3djJMq2QKlUkoDikkXclRI+EOSaoRMfSnR/u7NpDweQPr/wDqpmeKddsFt4ox6ZP1NeTnErUEu7PXyaN67fZFJmwvFNUYpSc0d6+XPqhwzThTaUfjSKQ8dacGGKjyaM0DuS7uvFNJpozjg03PNAXBjURqQjmoyKCGxk3VQRS2kfmXkK+rimyD5uvarOmLu1GMemT+lDdo3JSvJI3EXMjMRwOajznOe9TONkJ5+8cfhVccCvOPaiI3LdaUUi+tO60FBSgmk9qKAHZoLU38aXIxQA0tTGpzUxqBXIsc01eDjNSHNRdzQJkh+ZcVXNTLUL9aaJkS28ogvrefskisT9CM13k9/a6hKLmzmSWNhyVOa89PQVp+Hrb7DqMu3iOZOnuP8mu3DK8WfM51VVOtTT+1dfkd7Yvkg1ozElT9KybI9MVpSPhc9a1PPkjLnnsYUdtQKeSRgbzjLe3vXDW6Moclnbccgu2TjPFbviaITpbKecSlx+WP61jAYGM446VvBaHgZlWvP2a6DsfzqvMMfjVj86hlUY9qs8y4K37k/SpJPmhx61XXHl4PpUyndAOeetAmUWHDjFTadctZ6haXS8GCZJAfowNRyAK7e4qBiShA796DaD6nu/xDt/M02zu15EcpUkejD/ECuKtX3Yr0CUf298OopE5eSzSVf95QD/MGvOLJskEd6mqup9BSd0dAh/djNZ93gHHTPNXI2/dVRu/mdBnknFYM6Oh65ZDFlbj0iX+QqxUcS7IUX+6oH6VJXccIUUUUAFFFFABSHoaWqmpTfZ9Nu5s48uF2/JSaEruwHz9dS/ab65uv+ekruPxYn+tUZXxgYqyfkhjB6lQTVORgzYr6uCsrHARYPvQRx0oJBPWjitAAjPWmFalz71H0PagBNgHvTgBijv0pelADWHH/ANam9qkpvRutADe2KglBG7FWDx9KjflW60MBqEugA68CnXpBnYDoDxS2i/vRu6L835VBMSzk96+czqpecYdtfvPpMjptRlPvoR45oHBpKcBXhnvDgPWg8UvQdKOuOaRQlJSnmjGOtAhQeBzSZoI4o/GgAOKYQCD60+kIBFMRA/X8KvaJHuvyf7sbGqL8HB7VqaGMG6f0QLn6n/61TUfuMKavURfuGywHYVATT3OWpvXFeeexHYMcUZoNFAxRSUUUAFFGaKAENNNKRzSGgka3TpULdamPNROOlMBucUx+ead2phpiYma3rbCSxN6Y/wA/rWCg+YD3rdUlcHjiu7B9T4vimTjKk10b/Q6ixbLYrTucrBurG09v3oz6cVvTgPaMOnFaWIb0OQ1lszxDnhSf1rJZcjNaOpnddBTn5VA4+uazznaep4zXRFaI+VxkuavJ+Y3b79/8aRl3DqKcePzpH4Ofc0zmKjAowqSEjLL6UTp8ob3qOI4mI9RQVuiK44fPvVfNW7gZBz1qn+JoLjsfQPw5m87wJpu7narx/k5FcBe2p0zXbuzPAimYL7qeR+hFdh8J5xL4OEef9TcyJ+eG/rWT4/gEHiaOYdJ4FY/UEj+WKJq8T3MNLRFaFt0YwarpmXUreLu0qj9RViz/ANWM9MUWcf8AxU+nrjIedD+tc6WqO1vRnrdFFFdpxBRRRQAUUUUAJWN4rfZ4U1QjvbOPzGP61s1ieLgW8K6iB3hP8xVU/jj6ilszwm8wJCPTiqTDqSPxFW7s5mb61TY+9fVo4RvJ5o5yKTINAP5VQDzyKYcZpwOKQigQ38KWkpRQAU0jmnH60hGRQMTIzTaWjtQARBgkrdguKqPyaur8tq59WFUXPNfI5pPmxEvKyPr8qhy4aPndjR1p4poPtTh0rzj0xeaX8KaCc0vNAC0nOMUY7UvagdhMnpR2o+tJzigQp4pv5UZweaKAI3ANa2kLtsp3/vMB+Q/+vWW3atfTgf7Mz2Mh/kKzrP3DSgv3iFPXiilNJn2rhPVQvakoP0paACikOaBQAveiloNADDTc080w0EiVG4+apOlNb7w+lAELcUwmpGqJqoTCP/Wr6ZreJ+Xp2rAj/wBYD6VvDO0HPbP867sH1PiOLVpTfr+hs6dJ/qznnpXSS5Ntgda5XSAGuVRjjDE110u1YAO1bSWrMcPP2lCEvI4nUz/p8vJ4I/pVEj/P51o6qu2/lOeDzj8qoHG78a3Wx8viP40r92RNyaVun40mckfShuhoMSNhmLHcVWPyulWuMEY61XkGAOvBoKQ2U5Oapt3q23JqrIOTQaRPYvg5IW0TUYuyXII/FB/hVv4lQf8AIMuccbniY/UAj+RrM+DTj7Nq0efm3RMfxDf4V2PjSw+3eFrrAzJABOn1Xk/pmqteJ7GHfuI4LTnzDg9QKvaUu/xVp4IziXcPwBrM0dTLEW7E1s6UyxeJbFzwPN2/mCK518SO9/Cz0uiiius5AooooAKKKKAErnPHE/keEr3BwZAsY465Iz+ma6IVz3jiWKDwTq80qK/l2zMgYZw/8J/PFVTkozUn0YpK6aPC7kkvng1VbJ9aypPEMivtnt1bB5ZDj9DThr9mwywlU/7tfRQxlGX2jkdOS6GiBSke/wCtZLa9Z9o5m/AD+tNPiC1/htZD+Iq3i6K+0hezl2NkDjr+tBxnisI+IYR/y5Of+BCgeI7f+KzkH4il9cofzB7OfY3CvpQFPpWKPENqTzbS/p/jUg160Iz5My/l/jT+t0f5kHs5djX7Uw81l/27aEn5JfwH/wBekOvWQPKzD8P/AK9P61R/mQckuxqdD3pPwrMGu2J7zf8AfNOGtWJ5zP8Aipo+s0f5l94ckuxqYxZ/8CNZ7YJ6ioJtUcqDbMWhPZ171TfU5BjKIfXrXy2Ng51pSjqmz6fBY6jToRhO6a8jSGBTwQe4FY39qzf880/Wl/tS5PQRfQg/41y+wmdf9p4fv+Bsgj+8KU4H8VYo1a5B5iiP50p1qXvbx/8AfRpexmUsyw/f8Ga5II604GsQ6zMf+WUQ/E0o1if/AJ5xfrR7GYf2nh+/4M2yCR/9em4HrWU2sS4AEUZ/E006xL18qPH1NHsZ9g/tLD9/wZrY96TH0NY51xx/yxQ/RjSrrUh/5dR/33/9aj2M+wf2jh/5vwZrMAR1ratlKaZCOmQW/M1yP9sMetsfwf8A+tWva6/GLZI7lGVVHysOcD0NZVqFRx0RvQzDDc6vI1DmgD1qiNd07/nufxU1Kus6cf8Al7UfXIridKovsv7j1o4vDvaa+9FrB9DSlWqo2s6avW7U/TJqE6/pY/5as30Q0KlUf2X9w5YvDR3mvvRo7SO1G0+hrKPiPTB/z2P/AAA0g8TaSerSr9YzT9hU/lZH17Dfzr70awBHY0jfSs5df0t+lwR9UNOOuaaOt2PyNL2VT+VlfXMO/tr70XefSmkH0qide0z/AJ+/0P8AhQNe0wn/AI+j/wB8t/hR7Kf8rD61h/5196LrA+lMOc1XGtaa3S5/NT/hTv7UsGHF3H+Jo9lPsxrE0HtNfeh7A4qFxUn261YfLdQ/99Co2lifpLGfowpcjW6H7SnLaSGA7Tu5OOa3oButoueSgrBaSNMF5FUepIrTtNSsWSOIX1uZCdoXcM5J6V2YO92fJ8UpTowUdXfbrsdP4etTLetLj5Uxz7kV1dwoEf4VQ0WAW9moAxkVoT8qDXRJ3dzgw1J0qMYPdHE6wMag4xjKj+VZrYzn3z/KtbxRPbWYgluZUiDblBY4zjmuZbWtLAP+mw/gc1rHVI+dxlKarSsupdPtmmnr0qgdb0rvfR/r/hSf23pXa+j/AM/hVWOf2c/5X9xd7UxxlcZHWqg1bTm/5foT9TUgvLR/u3UB/wCBilYOSS3QrnjrVWT8ats0bDKujfQiqdxNFCpMkqIPc4oKjFt2PUvg3gz6s27BKRYXPUZbnFerTRJPBJDIAUkUqw9QRg15T8FHtLuHVrmPcZkaOLceBsIJ4H1z+Vel6xqaaVpz3LDc2Qsa/wB5j0FaLRans0YtQSZ5focTJAynorso/A4q5CMazZEnj7Qn/oQqxAgSPoMkknA7mqVwxjlEi/eRtw+o5rmb1ueilpY9ZoqG2mE9rFOv3ZEDj8Rmpq6jiCiiigAooooAK5j4hRGXwBrSqMn7Mx/Ig/0rp65zx2zL4F1sqOfsjg/Qjn9KAPlW8ALkj1qlirdw3zsPc1VqgG44pOlOOabzmgA3jHNISD3oNNK0AIeKkDfLUJ470m4gHnrQBL5pxhR+NIBnkmocmnLuPegCwCo9KXevrUQQeppwUAUAacLZsBt9TVRx8xqzDhbBOeNzGq7nJoAj6UlKc00njoaADfzQTSEZ7UwqQetIBT1oUndTee9JkigCZnC8nn6VES0hHZfSo3cs1IN56GgCwqonUjNP3jtUKR/3sk1KoA6CgBfMH901ZY/uUz3XNV8YPTirMg/0eNh3WmBVOCeKb0NOxSGgBpP1pCAacTTCaQDTuB60w5qQtTCwpACNtNMZwWoZsKTUasp70ASB/QVIPMPcCkVl9KkBHrQAgRj1Y04LjvSgqe9Lx607AL1FJj2oxS0WHdjoh+8FWdLCnxFaKcf69Rz9arR/6xfrUmnRvLrtqsed5uFx+dS9io6tH0Fbuq26EdABVhZFljyORXOa7q8Oj6CZ5S4TKplBkjJxkVf0K9t7yzQ28vmJtBBI5wR3rkt1PR0enU5f4l2Zk8OiZV3fZ51ckdlOQT+oryEyE8Lx719Ba5YrqmnXdgTt+0RNHn0Pb9cV88kMjFT95SQfrXRSeljirxtK5Iqd2NPBUd6iAJ+8TTworQwH7x60ZBpMAUooAXGOnFJjPOcmlozgUBY9o+AF2y6lq9l/C8Ecv4qxH/s1eheM52fU9Ps/4AjzH65Cj+Z/OvNfgBt/4SHVf732RcfTfz/SvTvGMP8Ap+nzccrIhP5GpnsXT+JGLntVe6jyuR1qpeXpiu4oYwWZuuMcD1q+SJYQwrl3O2x2vha4+0aBb5OWizGfwPH6YrZrjfBd3smurJmHOJEHv0P9K7KuqLujhmrSaFor4g/4Tvxh/wBDXrn/AIMZv/iqP+E78Yf9DXrn/gxm/wDiqok+36K+IP8AhO/GH/Q165/4MZv/AIqj/hO/F/8A0Neuf+DGb/4qgD7frI8UwfafCerwYyXs5QB/wA18b/8ACd+MP+hr1z/wYzf/ABVNfxx4tkRkfxRrbIwwVOoSkEen3qANC4z5p9OtQGueN3cnrcS/99mk+0z/APPeT/vs07gdBTTWD9pn/wCe0n/fZpPtE/8Az2k/76NFwN2kOaw/tE3/AD2k/wC+jR583/PWT/vo0XA2GBpjAkdMntWV58v/AD1f/vo0C4nVgyzSAg5BDHii4GsuRwQQR61ICfSsUzzEkmWQk9TuNHnzf89X/wC+jRcDdBx2NPDDHSuf+0Tf89pP++jS/aJ/+e0n/fRouB10ODYg/wC0fwqs3WubF5dBdouZgPQOa34CWtYSSSSikk9+KAHGm5p3Xmm80wEyaaWpSaaTQAhamEmlJpOp6UgI/mzwpNSKW7LirOoaTdWJsjNlVubYXMP+4zMP5qagQtj5uaAHqWp4LDtUe8A04OKYEoOR0qy//HpHn0qlvq45JtIvpQBVLU3cKUjNNIoARsU04pStNKe9IBDgUw80/YB1pCR2pARhC5CYOW4qxfafcaTqd1p90A0ltM0LkeqnBra8FacdV8baNaeX5ivdxl1/2QdzfoDV/wCJ9kdP+I2uRkcSXPnD6Oob+ZNAHJ/L2pQRTOooCnFAEoK0vy1FtOKdjFMCUUvFRinCgB8f3xWv4Pg+0eK4FPOzc39P61kxjmug8MQ3elXMGtpGJo2yPJXlip7+3Som7RNKSbmrHVfEgSDQre1jRnlknGI0BLEKCTxWz4DiuI9DUTAAJ8obpngdqZBeS6vP5xhMRIwiEZI9ea1rNf7L0xopZVONzbumB1rnvpY9BQ95zZzvjrxL/YenbLds3t1uWL/YXu/9B7142p46H8a2PFepy63r73RVo4RGFtwR1j5w348msgHjmuiEbI8+rPmkOBPpTg2O1NzShuaozH7valz7U3cKXcKAFz7UtJuFL1oA9d+ALAeJNUXubMEfg4r0fxZdNLrSW6/cgiBP+83/ANYCvOfgFGD4l1OT+7ZAfm4/wr0DxHDMviC5YRSsZVTygqFt/GOMe9RU+E1opcxQ1S2kb4aateWyj7VHIZI3C5ZQpUHHpxmqOiXDTaLFK8jSM0YJZuuSK2fEeow6N4Km0dJSb6WE+Z5Z4Tcctk/TIrFsVjtPD0EcYwBGoFZT0sjop3d2bXhO3nuNeWdARHCCzt9QQB+P9K9ErH8OWIsNGhUptlkHmSZ65P8AgMVs1tBWRy1Jc0rnwBRRRVEBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFdHAM2kH/XNf5VzlXo9UnjjVAkeFAAyD/jQBsdKQk4rI/tWf8AuR/kf8aP7Vn/ALkf5H/GmBqFSe9N29zWb/as/wDcj/I/40n9qTf3I/yP+NAGkfanQxtLKsagl2IVQO5PArK/tKb+5H+v+NXtN1y40u/s9Qjht5ZIZlkWOVSUJU5AOCDjj1oA9/8Air4JVPAmk31tGPP0WBIZto+9DgAn8G5/E14KOuK7nUvj34n1TTLqwudN0UwXETRPtglBwwwcfvOteZ/2lNnO1M/j/jQBqbQTzS7B6Vl/2nN/cj/I/wCNH9qT/wB2P8j/AI0Aau3FXHGLWIf7Oa5/+1J/7sf5H/GpDrVyYguyLH0P+NAGmeKTrWSdVnP8Ef5H/GkGqTD+CP8AI/40Aa9ITWV/ak/92P8AI/40n9pzf3I/yP8AjQBp4JpNvrWb/ac39yP8j/jQdTmP8Ef5H/GgD2v4D6OLnxTeamyEpZW+1W9Hc4/9BDfnUHx504W3jO1vFHF3aAt/vIxX+RWuO8J/FjXPBdhPaabY6ZIs8xkke4ikLEgAY+VwMcelU/GHxK1jxtLZy6la2ETW6sqfZkdchiCc7nPpSAxwafj0rK+3y/3U/X/Gnf2lN/dT9f8AGgDUoxzWX/aU39yP9f8AGl/tOb+5H+R/xoA1gKdisf8AtSb+5H+R/wAaX+1Z/wC5H+R/xpgbcY4Y+gNbGi+LG061isrm2ElsgPMfDn0zniuOGrTgEbIuRjof8aj+3y/3U/X/ABqZRTVmVGcoO8T1I/Eq2gg22umSCQDC73AH445rmtT8Z6zqqyRyTLFC4IMcK4yPTPWuR+3S/wB1PyqW11GSO6hfyom2upwwJB5zg89KFTS2KlWnLdntvxD+Hn2TwLomu2qYuLCxht75em5MDD/VWOD7H2rxqu91T46eJde0q+0q707Rhb3MDxuUhk3AbTyMyEZ/CvNPtsm77qflTMy9il21R+2yf3U/Kj7dL/dT8qANADAoHJrP/tCX+6n6/wCNA1CUfwJ+v+NAGmBxSisz+0pv7kf6/wCNH9pTf3I/1/xoA9+/Z+h3X2tzkfdihTP1LH+leg+PYLm5srWOPVobC3EhadXcq0oxwBt5ODnI78V83eDvijrfgqG9Gm2mny/aShf7TG7fdzjG1x6mrGp/FnX9a1A3l1a6dvKqoVY5NqgegLn61M9jSkvePT7azSaUh2MlsnRiu3f+FdJoml3Gq6nA/kEafCwZnIwrY/hHrzXhSfFfWo3UtYaZIi/8s2jkCn64cGt2L9onxZDGscel6CiKMBVt5QB/5FrKFO7uzarV6I+oqK+X/wDho7xf/wBA3Q/+/E3/AMdo/wCGjvF//QN0P/vxN/8AHa3OU//Z", "path": "000737.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000738
Men Tshirts
{ "bytes": 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8jrtkX5SPfnFcJa3M1ldRXMDbZY23Kff/AArtLe7BlW8gAMcm2Vdw5Oeqj6HIqyDtLSKOHxdpcoYtHcecyx4yEJK5I9M4robgu7SRwxr52xjuYghT0HH9e1cPpF+t54k0m4iMh2tKku8j5jgEfTniuqFwUaW7ljkSQM8hVuuFBG38uffFAEdlZvDdTPCyhpWR3hkUudwADbfyrzzUbSzvtVjS+ZlVyW+0ZI8sZ5IJ6/XpXoNzOL6GSGCYFZYztOemR94fjkZrhNfkXS5bC31CYNcQp5WR914icjjv3BoAuXdjOum2llLcPKGvciOY7ZdgB2njr0PQD3zXcahosf2mK5iuLiOYwxAnduH3Bzg1zctlbW9np8UZRvJvxsZmJdVKNkE9+QOwru7hGSUBnUkxR5HYnYOnpQBzUv2iF4oVljlkfLh0+Vn29RtP9Kz72SG50W5WKYSME+bPVSf4T71080COQWUfKdwPdT6isfUbG1Wyu3W3CtMC8pXjccAZ/SgDmtRT/imXkWPCPEoOD8oO5efrXWXKrc6Zp4Cbc+YygjPAfr71yVxID4c1GBg0VzFsAUn767xgj2PFdo4VdJsRLIkM3lyOpxxjdn8f/rUAc5bMLd7yOdQrxsZPJX7pU/xL355z75qeYp9mLxsqbRuD9l/+tTZWeWGO4vLeNrhQxBjBO0EkA/7p75qaQrtYDbg9Gb5Qw78UAcRo0EDXE6vDsEilmVWyPoPaug8NRsvhjVJ7dwZVlYeU54wJgfzrKtNMtxqt1DaI8UR+YGN+FHQjHpmtnwq81p4T1MBvlV2QSEcgmYDJ9cdaAKsbh4AbpER0kZlwSytk9M1JcQo22NZAjHoNvX2qbT7JrcsgRInZi7xgZR+cbgO2etOubIG7EqKMMPmHdT/eHv04oA47U96ahAwEYUP95O5zzmtLw7EW8RXLKSf34DDP/TMnFUtaiaO/iiX5vMcMT/EGHX8/6VreFI2OuXO45IueSev+ragCkwWXzW5LLIQ3qOTUDq6KSDvXg8dc1qzxpGWBBCtI2WAzzk9azBbly7DzIwpwHVvlb8O1AFK5BMEhQAccDtWU0ebi1Q8MEII962boeVbnPTgcVnyDfewEqWJRhx1xQBcvIjHqlycc4QdP9kVTdAAcDPfmtnVkKX8hZjhgnA91FZM6qpcq5UZ5PXB/woApSKChH48VlvHi1Z88Ht75rUlVlRioDDoCo4qlIc2jggg4Gc+uRQBZ2fuIc/3cj8zUJQhz/dP6VbZP9HgYDnZ/U1FkAc9qAIlsLwj/AI9pP0qL+yb9mQi1kxn2/wAaoM1x3keoS0uQS8n5igDpF0jUCv8Ax5SY/D/Gr+r6PfXGs3jxWkjo8pIZcYI/OuUQ3IK/vJMfhWv4le4TxBqEUckgjWc4UAYHAoAuR6DqykD7DJgjruXr+dMufDuryFCLCU4BB+Zf8awC104BMsp444FMkEwYBml3e9AHWxeHtVKYaxcZGPvL/jWja6JqKeD7W0No/wBoW8kcx7lyAQMHrXCK9xGAd8mPXFdCPPHgO1aMsGOoygsAP7i0AbQ8O6ps2Gzbn1dePrzVW98NavJDEIbBycneNycfrXMg3gBJkm/IU6eS8KqrTTHHIyqigDq7Xw3qosyrWLiU8bS6Yx9c1teGPD+o2cuume0KedZskR3r8zHHA59q8+snvN/yyz5AyAFU/wA66jwhLcu2vzeczsNLkZCwXIPHYcA0AbB8Naq4DGyznsXX/Gm/8IpqQaVorBl3dRvXGfzrky+rA/626646JTd+sMdnm3HduidqAN+38Ka5DfxyRabJjklS6YI9DzXWeH/DmoWnizT7uWxdIUhYSMzL8rHouM15SgvhMWM0o2g5IK11/hKLU/8AhM9La5uZGyr4DMvTb3x+FAHVyeGtTg2yQWBbcfmUMq7ffrzUK6DrL3Dk6bIigZU70O4gfWuQSHxK0a4vZCCoPEiH+tRD+39m5rm7UfdyNuBQBuXnhHWpL8SLo0gjGCCCmT6j71aV54Z1mXTrWF9JnYrKjMXkXMag8jk9K89vdO1VpwstxcMP4SXHf8avy6Xro0uSWW7naMugbMgJY9B/KgD1jV/DM99dyMFuCHjjBG4bQVHVeevaqdn4b1NInka3kBdjtWZ13KueB19MVh+IrbX31XNvdXEcYtogQjqFzt9M1im08RmM/wDEwnBABKNIuR9RnigDpNW0DWJogjWbMyFtrKyAYxx3qu3h7UX0eZTZRx3JgcKdyMST1A54zgVx2p22s/Zt019Nsz139aoQpqJ0qZ0vbjygpBQuTmgD0+5tLgWOnKc7khCFAQQp4681kXwnSJ9sZ3gHgkVzF+9+1hplvbXjxslpkgHGTxiuckN8bty1zJ5pAVsyckf4UAdPqcE7gAlUHBOSMfzrlp0a2mkCT79xJbb0FNcy7sSsWb3OaZJhY/c0AChWXI60mOaWIEAYBqdbdm5Ix7d6AGWl3NYXaXMOCyZBVhlWB6qR3BHFbq6/bPb28O2KGKFdiRy2Sz7BnOAxIJHPcVkG1bICoTxnNQrA8kuwcZGc0nFMqMnHY2dZ8Qi/iMcCtudEjmnZAjOq/dQKOFUenc1hDrWhZ6RJdC4AlUNFHvUDo3I4z2qCXTrmNd4jLqDtJQZwemDTUUthSbk7sr1pWN9IkKW5I2K5ZSf4M9azehIPBHBBpQSrAg/UetAj0nwuLybV9PxFCYIpZCriRcklOh59cVtT6J4kuCk2nnyJMFZg92pd933l25wBx068mvJrY280paUsrd8sefyrWs9DF3As9pcpIqnMgEzAp79fegD1S38P6zFqjR6fBstJYgJneRXZCMgIpzwDjP8AwKsjxF4O1zUdTT/QJzCHwzkRsMAdstyDXFS+DdRhjWaG4ULKxUKkr7s8HOM5wAQTSy+E77+0ILc3I3Sj5ZDcSEN/WgD0e48N+IVtLKL7BaSPBdruaNlUGPBxtyeAM8/UV2Oo6ZetPujjJRokUhHUMjAD5hk849O9eIDw5vtYWa6lMpnRTGXkBAOeQTwenbpmu417wQupa8twbplX7PEMZPOEAJ+tAHSNoGsK000N0pdyhW3n2CMY4OMMSvTtmql5puoXmjPHLaRJcSQESRmdMLIO2d3Q8YNcW3w2M1tJJHqBjkAcpzkYH96hvh5bxadLLJdMSikkhRtJ/wAKANO60HUpPD8hS0hN2WWJlkuoy2wMDnrxjHB967a5s3Gmacu63JVWBYzJjOexzzXj8vhCBNImm34kWIybAvUbgPw611mo+E4NQ8KaHZpKyvDHJsAQNklsnrQBrz6PcXKkkxQSojCOaO6Qc+hGeR7e9Zt/4Xu9Rtoobu/jQRFWDxXSNls8nBPTpWDZeB7Cad7c3IaWFiJF+zgEH/aBHT3qvc+B1gvvsJiWYn51cIq5X0BOOfYUAaWneGtUtfENzNJdWixNkfPcoUdfpng1v+GdFew0DV7e6mt5Fdmwv2hWUAyfXjj868607wrY30twk0MkC5yoaNQyr6kGul8E+GbSbw34ihJR4JxtDqnzYWQYJzwRwDQB0q2MYtY4nnsXC/dHnp8n054qvLp5kZSJrQMpyWa6Q5/HNc2PAViFCSxjzGz84iTb6g9M+2KzL3wXYQAFo2znaSkS/Kfy6UAaeoeHb+XUYpUSzcIQRIL1APfcM1peH9BuLbXbiV5rciS43oqzqzY2Edjz1rz+98N20N/BbhlBZd2PLGWFdF4F0S1h8RSsAqyJJsTAAKqyH5vXj2oA0W8O6jBPcCN7VzNKziR7lCsfPQjPt+tY8nhPWLTUQ0HkXFm4JYfa41Kt+fUVVfw4BcXVsJIt5kkCs0A3ZySM8c+px2rPj0DzFbzY+jbSyRJyR1wPQcUAdDc+HdRlSPy4rcqWVnDXKArj15qnL4X1I3sLqlsiKGz/AKUgxk/WsCfw9FFIGWbdAX2AmFcjOcZHviiPRFt9TtopSGDIx+WJRjB78YNAHY61ot+2os8XkEAJlWmUH7o9ay7rQ5mRkaKBgcEfv1/xpfFWiNPrk8q/LvSMgDGB+7WufudFCMBHI5XBVvlH3vSgCzfeH7wo8kKxByMECdef1qi2jagtgIvLj3DjHnLwPzqG40ZUcqsrNgZbIHFVJtM8uASKzHjoQPWgDbksboQ26L5eVTDfMPU1CbGcdUU/8DH+NNubEGx075nXEB7/AO0aoNZEOFDsc9cnpQBXOAeR+NVAoxGfU81db7vFUlG4RKemaANFEK4z8yDnkc1r+Im265qfyj/Wn/0EVmWpZSEf5lYYBPUVqeI4WPijVmI+VpQBz/sigDPgIkiDEDaCRxUU2GulLH+EAZqC2UrcsyOMIcFGp8kvnSA4AZflYDsaALiQNhQpIXvWvaqq+B7VZSMf2nMDn12JWdGHWBWVsHIxnofrW7ZRbvBERKgn+05v/QEoAyIoNpbaSsgPQnKkVFdRYUDaVx0IP3c9q00tgFJClT3BqKeJ0tf320yMcZA6jtn3oAi02KSIDaQ/mLkbuoIPaul8MW7jUtfSQIAdMfhRjg4/WsnS0wqgLl1GceoJxwa6bw5EG1fXec50wjHryf8ACgDIksSfNCgZ+6vPp3PvU3kuqFQFZjGw9wKttuMgATPzZPzfw85/I4/OlAWdGkKkIqnaGGCG9f8A61AHO2turT+UQCZOAf611Ph2COPxtotsF3MgkDOx68CuetFRr5AwyD0/Oun0G0MPjvRrgyNmTzAQRxwP50ANg02O3hiDxxsSQiyrxle2R61pSW6GVGDsNi4AB4OevFUnmlCIQj/IP4SOPqO4pIJ5hezhzmIopTByB68euf0oAz9ciC3CnI+ZQfyNWdQZT4ckx1EkXH51na9cj7Xt5AWMAnHqabc3Ybw9IpBEm9cn1Az/AI0AdhrLB53HJLQxnjsQOKw57gL5042uzALwepHFLrF0rTBt7DMKKdp9v/rVz2oXxjCuhynmgvj0oAk1ibzLaNFGVGGKt71hrIxsLlFJUhT+Gev9Kfqmr28ccgd8M53DHXHoBXKz6tPIzeUTErdcHk/WgDq2v7MmyS6lIYwhSI+XHHAx26dTWDc3CTXLTwRmIOoGCcmsaNysqvu5BzmtiC1muGIjjJA6t2FACRp8uaTymkcEqcDpx1qO8u1ti1vCCZFOHcjp9Kq2t7NbsSrblb7ytyDTA6C1sGZQ4x2GSen0rQNr5ZXj2JA5rKttcs96tPG8bD0+ZR/WtdNUs7qRRFPDtCjlmwSfTmgBggEgb5ydvAqmU2SxsGUvt4A7j0rdZIsvKCREzEkoQewxj8a57zYBqMRDAkkgnPNAGraxRGbUQ5RFaEFtp4BJHSpoUdPMVnDoDwpPOPQkVUtLlEu9R85Ah8oZOchuRUiXEbsQjY7cUANurG1nT94snmDjzAOSevPr9awLu2msm/er8h6MOQa6G6mFoWeV4BnGQZQD+VZN1rVkFeNWM6MOQF4z+NAFFQHHWpY2ltZg8EhjOAflPWs+O/VZ12QqsZPO8k4rRupp5nV5ANiqFTYBgKPpQBtQeK9QUiORh+8dAZkwHVQRwO3b8atx+KY9YgS2kzJMNyHcNrMD34+nb8q5CWTbGW64GR9egrLyQevNAHtTXAuLXTZnkkl8iZGjYrtJ4YMhGOTyOa9DvLtI0ackgLAhb1AwM/pXzfpfiu/sTFFPJJc2qOH8tnwQR6GvaNH8X6X4jh/0edRIUVXgk4cY9u4pAb7zs0eIYE2uhfJ6DHQe+aoM8K6bcTkJ5c6BX8uQsqn2GcY+lXopcORn5SBtA7EVleIjO+nloAVfeCdhwdlAGSHf/hG7/wA6SBiIMDDbTtVl559e1az/AGm+8H6X9liZb2R2MDOQpjYN1P4dvSsOS/X/AIRm/SeNXdUUFiOmWHH1PUfSu4tlFxoGmlULNEpYEf3qAOa0ttTW4mkvtOCaohKPcpzFKvUMMdQCT+oqvo1zd3lhIrpEWW4O2Ihg8JY8Hk9MjrXR3cL3mmTRK7+dMjxCVeMbvvfTqaqa1Y6rZXdpf6WIZfLgFtNA4I3LjAbPtzQBjWH2WbXLyNJYZ43JBLvgYz6/0rY8H26waZrcaZKCWQA+3m+1Y2h3ME9xKMq0jylGaRAvmk9sdvpWj4QtjJpmv2lk6w7bhhH1Kj96Pl+nagCeW5toSFkkjiXBzmQdR0GO2ePzqheNZk72Y4Zdxy+3A/vYPb3p8WdSspbO+thFOhIlXHBIY/Mp9MCpZ9PgIib7OJBED8jc7h6f59aAOQ1C1FzdQl7iOUxxkoYDlmYEAAj3/pWx4UtS+tyNIB5q3CMzDHAMR4/XpQlvBJqSyW8IUhPmYcMo7/j0GK1PC5V/E2ohFVk8+MN2/wCWeOn1oApKqRXiszJKxmfDdSOeR+VYE1k/nTGECLLZMbNhmGefp+FdJPpqC7lJjbCTMY2Y9Oc/zqjHpvkSEhSQo4bPGck8emP60AZE8KNaSyhtoXbJlhgkZxmqRiZdUsGYBywm5Xnjkj9KvayrLZRpsy3mjIQ5HI7flUV1B/xPNKZkUM0cgLYwThT1FAGx4gUHUyoBz5cfPvsXiufuIfllkYM2WB2nqQB2rpPEKv8A2uzqy7gkRCuOCdg71n3cJ2AbASpzgHqPagDlrss32hnjKsc42jt6fWs5zu01mIycd/4Rmti/JkilVclMYz3U1mSog0w7j95Tx6YoAt38Aey03BA/0cf+hNVNoFDAFAM9Rn+dbFxHu03TSe9qP/QmqiYuMH5vrQByjlWQ5O0iq4yoQfQ5q6fEmpjjzI8f9cU/wo/4STVDjEsQ/wC2Kf4UAWUljUASNjI+U+tbmuuf+Ei1JMdJgc/8BFYC+JtXRxiaMfSJf8K3/E3iTVLHX7y0tniVIXCgsqljwDzn3NAGFeqN0RGQ+7hsdBUFwQbrej54GSqnmr//AAl+sqPmki+oVaa3jHV2486Mf8AWgC9ZqZQm1Cy5AcEcHFdLpkJbwfCCHGNTlJG08/KlcxZ+MtZRD+9jb5uCdorpYvFWrQeEbfUCY3mlvpYRuIACqqn1GepoAjt7d13CTcWLlgMH5R2FNv4i1nuVGOSOxqEePNYz9yD/AL+D/Gorrx1rrRKIvIjz1bKt/M0AXdJjKW7SNyO6kEEfpXQeF42OvaqQhEZ0xuWBB6muSsvG/iDzhveGVMfdIRefXNdJ4c8XaxcXuryTLCIbbTXlVFKkFx0yRz60AXFjUMxwASeTjrUN7iKCSQhgEQljtPSs5vHniAgjybTJ7lhxUMvjvXzA6eXa7ifvDB49MUAUNPmEt8g8uQ7kOFMbAk5PTj9a67RnEnjbRZkWZQ3mbwynghe57dK4yLxz4k8/AnhIKkBNgwD7YrX0Lxhr2oeJtPtbiSJIHciTYnLDGetAG9PwQME/LzwcH/69VyxjwN5GcY+UnHFcfN481wEgrDuYcfI/y/X1qI+NNYdQW8ocdw3H6UAaOuyNLduyKxUKASFNQ3dwV04oELDjccH5fesWfxNq8mWMkSIRjcQQB+fWqdz4nvZItiS7m/56EY/IUAdRrGrx28kcry7MRrg9zx2Fclfa6875to/J6/Mfvc9fYVlSSPM5kkdnc9SxyajoAVmLOWJJJPJNJRRQAVfXWb9LeOCOcpHH02jn8aoUUADMzuWZiSTkkmm5NL3oI4oAcDmjIpoFGKAHZYdGI+hqRbmcEYmk4/2jUNGKAJ/tNx/z3k/77NMaV2++7N9Tmo6MUALmjI9aTApMCgAJqa3vJrVsxOQO47GoKAM0AWprqS4UB9uB/dGKhoooAKdHI8UiyRuyOvRlOCKbSUAd94f+Jl9Y7INTj+1QjjzQcSAf1r0P/hIdP1rSHmsbiOTAyVz8wPoR1r5/qxZ3tzYXKXFpO8MynIZDg0Ae6vFFJol2fsryZiAJEZyAOQ3vjp+NbUd6JPDWj2xgmSSRGczcp5WDtJPFeQWXxD1uRTHPrN1buQNrK2Vz79xXoUWoatqHhnTWttau2mUP5zRzrliW4zz6UAdbaJciANNvjZHAkYKcOvYk49MGi8u1EptoP33lBUcEOG+bPGdvOfb9K5RYfEzIGOtalk8f8fIGP/HqgubfxciKV1i/U7ujXanI7/xUATaDfXk2o3Fpc2ssLxuDHJFCxSVQcZGQOOa6XwnbN/xPzPG5JuWGHU84YfnXnkGt+KF1GKKbVdTeKaRo02Tf3TyevQcDPvXW+HZvEE9p4gim1S8aSMIsRaY/J846c+meaANx9ODBRm5VyjKJEyCQSTg/SqsFs6WxG2YupIJ2nFZMlr4njLD+07rATIDXjD+tULibxJa43Xd+d2CAt83T86ANmOyU6mwKO7LHz8h61a8PWpTxVqGYpAS8JUlT/wA865a0v9eubqbyr+/ZVUEobpuPxzWz4cfXG8Wyw3V5evDEE/dvcsQmVz680AaV/Z7POZ45ZN0hOPJJ79RWUYp5LxlW3ncYBCtGwGPXp1NUb+58Uw3jhb+8VGZyF+1t2J96ozap4ogiJa9uiN3X7c4x+tAEmt6XcNLBJbRXUUwJVGjVgAoBOWwOenH1rItftkt/o4msblWVZi0rRN85Knk8epqzf634ptmjjS+uRK5+UC9kOR+dU/8AhI/FiXNsj6hcozSMpzcud+Mn16YGc0Addrtg0upSKIZCGijDFUJx8g5z61jyWd75Lb43JQhB8hyfQ4xVnxHrXidfGVzZWd84t0toXC+YwwSi56e+fzrPOreMWBUX5HHBNw/H60AZ2o2MoOTHINuWLrG2QffjmsM28kulSZhl3FCTiNse3brV6fXPGCTNHLqsiPsL+X5hww+uap/274qFi0r6pKE5/joA2Xtz/Zulgo/Fvgkqcg7mqlLFtBbpjqSKuXN/rraNo8kF7MWmtTJKS2dzb29fYCss3uusMvck565UUAcUGdoVPyYYkE7R2qF8I0bDA56Vae3UBn+UBecdj9KiWEbwHG5W+6fY0AaMUSsgcLu4yOO3fNbni63WTxbdlnVHZ+pXg/Kvf1rHgs8wkq7qQpKlT14xzW34wFwPFGog+X5BZeDwfuLQBlRW6PcISqKu07xjoRUF3DEJN0YBRlyCB1qaFLiNkClXGOpGGX396ZdAodrff6A44P0oAv6bbQvbDfGMnttHNdfbW8b+CraNlQj+05gMqOPkjrndPRfs+RnIxjFdXBEX8HwIoAA1SX8Mxx0AZ32SIEELHtxnG1c1narZwFvlCiQdcLjitmRVwisvD8D2rP1NP3wHcjigDNhskklW3UokkhU8kDgckD1yO1dx4ZtYotX1ONI1CNpjZXHB61zmnWcxv/tabGQRFdhPJPrXReGblpdVv3aMo39myAg98E/40AOaCIE5ijP1QGqFyIVhljMKA4O0hByMVJ5xSUkqwEhLAsec9xjsPSql5c4gkBHY9PpQBhoEW8hO1fuE9BWjFcJFremMgUESNyB7CsQyj7UgPP7v+tNS8k/tizDYPluTkdxigB1xMBEGwucgZxWVqWpLGiqh3SH+E9APemXt2Ft1JOR1A9T2rBdmdyzElickmgB0krytudix9+1MpKKACiiigAooooAKKKKACkNLRQAUUUUAFHeiigAooooAQ02lakoAKcooAp1ABRRRQAUUUUAFFFFABWhpWs32jXAms52THVP4W+orPooA9o0Dxpa+JLeOBljttRiIcRufkc98eoP6V1UzQXMY+0R9GJKjqeBzxznOea+cIpHhlWWNyjodyspwQR3r27wVq6eIrCG4mmZbu3ISTaep759QeKALWi2aWmtyIzlxGxKxt8xU8dPTP9K6TQMW+r+IwflizERuX1xjP51zmk2ZfXLgxyuSpx8hySM8VvaTH9n1PxQsrE7TE25u44NAG5dGCKKMOi5b5Rgd8fpXN6k/nW9wQATEuUwvJHrgc+tS3d6YLeW5QtICqlgBuVBnhgP51F9oDTkOwLSR7RuHzYoA55pRpN7LcSRSIzzBQEBI5HOR3rpPDSFvF1+zEZIiYFT1+UVl2dvHdavLDONyxrvVmOfm9a3dGVU8b3yDAHkwn07CgCHUYxPcyqZAqhiNyjJGfWo/sMUpzImWKDIPQirN5ZXDvfMrtuZztKj5gB29xTNrzW0LRnBVlHHBOP5UAYWv6VHeLBAw8pjJ8sinleD0rmZrS+j1LSYrs+aweRQ6qBvwrY/TtXfX1ufOspHkHyyc8deDxWNq1uV1TRHyBuuJMjHQ+W1AEniiZF8TSQhGRikbeaBwMRrgfiagi3ujvhG+bb8g5J/r1rpNcsEbWGu2bD7EDZHGNorn7iGSISHEgVMOpQc7snp60AcnqabZ/JljSMDco3H9M1TWMNpDLhXDI5K++DW3qFlHJBKkitKPvZcc+vPuKyoCi6aVycBJBg9TwaANIRE+GdFKN8/2Tp/wNuaqmLB7n3PWtGIgeHNEz1Nrgf8AfbVTuZNqqSuGP86APPnhBXMbbc9v4aiEYWONiMBW69qutrOlAYXQjt/izeSCnf27o5VVPh7IH/T9JQBZjt8QF0H3h8wFa/ina/izU48kHahx2+4tZkXivSlyq+HTjHRb2TI/StrxR4g0iy8UX0d1oEcs6lczfaZFLAouOB0oAxIoljBDEpkjY69v/rGqspWWQrIMMowQ3tWmPFWhmJNnh0cdR9qlwvpUU3iTQ5mLnwujMO5vJRQBZ0aT5PmPsR6Guy0+Qf8ACHGRxgf2nKMdcfIlclZ+J/Dytn/hG5ULjDBbuXH/ANeupg8VaPF4TW9fQWW3fUJE8kTOx37F+b16Y4oAqs4lDokoLIeSnb2PvVTUYt0iZODk4I+hqSPxf4ZRZCnh64RnO59ssnzH34ptx4y8OyFSfD1y/YZnkHb6UAP0fM0LIWJKEqVHf3rV0NTHrN+rKVX+y5cZ9KxbLxjoEK7ovD1zG5GCFnkbIzWlp3ivTbu+vTFok0RXTZneR5HztGMqB7+tAEN1OwmK7D5YTIf1PpWLf37JuTjaV9Oabc+MdKI2JpcvuC8lY954i06ZTjTGz2BkegCqZWM6knOE4pouGF3Ex4APrVSTVrbeClntAGMCRuKja+RozKsO0jhcsTzQBWvJi8oQHhBjjue5qvSUo6UAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABSUtFACYowKWigApaSjNAC0UmaWgAooooAKKKKACiikNABmun8EeIX8P68kjHNvN8kq5/I/nXMU4HBBoA9t8JauDdXNzEd5G8jJGWwemPU/Wui8P6j9svfEU0geGWVIH8mfgoOOM/U4FefeEPEcUVkkZ07SvMKEtLMkm52BxghFPNd14f8AERlTXr0adpgeGGLbKFmIk+ZQMgjIA7cZ49KANCZ3Bt0DRyWskpDyJyV47j65qkJre/toZoZgFmOFLfKSQeQfQ+1V4/Ejec11HbaPDLIfnxFcDJz1+7invrZkKu0Gi7hKJF/0WfJbu33OvAoAy0SZ7q9CuQ/nLsdT1PJwfbiuk0WcyePJiSoLWsRK/lWLb626XVxGIdIjTzBJv8mc7m5GcbeKs6L4g+0ePEjmtNOLhNguYo3Dsu3OACowKAN2ZiDITcKrs0gXJ29zxUhlW1tvMuNsbhMnnJx2zWBfeMEMrRPFYSRszfdtnYKQx4Py9aZP43YrIX+xtuXbzayc+33aALXiC6aOCzkiCuPPXIPOQc1katdhNY0d2ZEjW5bIJ+UEowH51DJ4zhkEZW2s3RcHmBxjr0+Wqlz41tZmtSNK0+4lMocF4WAUgHnOOTjigD0bVovM1HgkAIu4Z6/KKxplG/YCPlXGCaXxH4vi0zXRBJpIkJijYyxI3JKgjj8cVz1z8QbFrko2hgsARlkYfUdaAG6qkcFjKFkKgLhSW/nXPWlo02nGUMoYK4IPI6Gr9/470xzJD/wjCHf8x3u43e9VYPHelpbNCPDEILA/Kk8mKANO2jX/AIRzQiT/AMu5Uc997VTv7ZJYirLkdvUfT3q9P4jtYfDeiTHw/EySwuyokzgRYdhgHqe/WsmXxRaynjQUXnvcyUAeavDH5e5TuU9cnkVGIsSBcZU459jVyS2VY857cnFQyo4nRSQhAGD60AW49KDKrBzGSDkA9q6Txjp8T+LLyeXdtYxj1H+rWsqGF2dZA0mWUq/5cA+1dJ4st3PiW5liAyxQPnsAi9KAOWXT7ZYyQZFB6EHj6/SmvbwGRxEW2KOGJPJ+laEOYCYymVUnBUZIX3FQ3TBhK0IBVkGOMHrQAum6ck/VpN3X7xGBXVjTY38GCNBKVi1VnILY3Axrnk1maSim0BwMzDLEeg4z+ldRHG7eG5o4kDBdRLYJ4/1a0AYo0CyEasUmw3/TQis680i3ieHa0o3MRgsf89q6EyqAY3Drhip3g4I7GquqiLbbyrjJbaAOR0PNAGNZaZHK7oS4KsQPmNaenWqWeo3cYZiJNMuA25iewqOxxvkYnBEhNS+eDqErAf8AMPuR+i0AczfafbiRiDICP7r9ayZ4Y41ON5PuxrVuWmRydyuD2xg/nWddNlGoAypkUPwKbMdu2IHhBj8e9TH/AFxfsg3fj2qqck5PWgBO1AoooAWiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigApaKKACiiigAooooAKKKKAEpaKSgDr/h/eFNcFntUmYZjJxkOB2J4BIyOa9k0CKEat4gDRGNvs0JkyTx90n+tfPGl3zaZqlrfIiSNbyrIEfo2DnBr3vwhrFtrFxq+qRAxxy20J2t2IIB/UUAb13APsYeOGOZSQQMdR9e1FqrEOGCFFwVwOh9KvoQYQQwYY/h71HyvQgr6Ad6AMZbZzqFxPGyL+9CsrLkEc5FNsoYYviDt8vGbTeuOx3LU9g0d2boBhkSncntzik02LHjyP0GnnaPTEgoAkWC1WdwUAYSsT8vXJ71PJaxENuC7ccfKOPejULNPtnl8kOx3Lng5J5qG5S3+ziC6cGF/lznAb/Z/GgDl9QtGbULJBHEFRSR8v3s1W1SBYpNITyFUtdhhgdth61rOGN7akx8AsGOOOPSquvRvcR6YwlZIjfqmUHzD5TyD2oA6rXNMgn1KKWbhmC7SD975Rwfp1rnbm3tXlttsf70k4LgEkDqT6/0rb8RRvHe+Za3BaaBUYxSHhwyhevY+9YOr3slo8JktyLfny54n+aMnqSMcj2zQBna3Z2wgumVV89RkDIGAf4foaxNMsFlt/lURylH2hcdcc9ehrotQsVFnKZpFuXWHaH79s5+nY1h6WoigVgjhSDGHB4XjqTQBpxCOPwVozzL8oR198+Y1Ys0Ko0hxlWIUccj6+hrZZ1h8CaR5jfLmVSSOD+8aqE0YFrhFRn29j19M0Aedz5h+V8EHow/lULqWCkDIAwP8K1bmXw/OqK95eAr6Qpz+tSI/hvdGTf3wC4OBAn+NACWY8iMIOpU5z64rovFbLF4luS8JdGCBiP8AcWqEN74Y2lW1C+AbO7/R0P8AWtjxJeeHv7anjvri8SU7H2BEwPkXByT1xg0Acm08dwk5RPmUbmMnGDmidxLLIwR0VRyev1/Wte4uvCUiOslxfMTHjeqx56j35NVbaXwfCzsLzWMspHKREfzoAn0eaNLeCTC4I+8egPTmurFvMPDO2zaMsup7yT3GwE4NYllqPhC2t44Rf36bmI5SPAHuM9DXRDWPDNv4fNwLq+a1+24BREBZtgBA5xt6UAQsiquM73GeV65xWPfSfaUiwSdsgzn+E85FabeIvCQLMl5eKE5IURgH9ayf7T8MLCkZ1S/cCTeoKRggnJ5Oen+NAFe2wkkwJwC5NCSA30vb/QrgH8lpkereHFmlkS5vG+c/fEYH4e1Q/wBo6RLeXEkE07E20qkELgKQMn9KAMyfb0FY92eDz3rRkvtOJ+WeQj/dFZs720xIjdzjk5x+NAFSY4ULnlvmb+n+feoKc7F3LHvTaAEpO9Opp60AKKWgUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFKKSlFABRRRQAUUUUAFIaWkNABRRRQADpXpvwr1eIG/0WWRkluY/9HYHuDuwfyzivM60dD1N9H1m1v48ExPkg9CDwaAPpSz84CMSP83l8hV4Jz/k1ZKyDIJwfSsO08TQzwI0Wkauw2h9yvCBg9OrVPH4hgR3WTQtXcn5MvLAD9c7ulAFbS5ZLaaQiEmG4ncjB+ZWznkdu9TwXUdv8Q7TJ4nsTGCBnkOCc+nANV7LV7Wa6lW30nV5ZVly++aDGfruq/Y32nXfjuyMmkalDdSW7Jl5YmjVQ33jtOQcjFAGhdSbr6O4huPMiYuhAPHU9qq6nYR3VpLGWLCQdHwQjY4Iz6UgaNLq4EOk3odZzljcwDj0Pzd/X3qtc6z9nkJn0icbfmCm8h5B4HRuehoAxoQYoLdSRuRidyk8nvmma1cwC3sCrABNRRps5+UlSM/Q0l3r2nQanHbyaZdJL98EXiYfd3PzY7UzU9Y0wWlvHeabdzRR3AdcXaH5ueDhug/SgDtdTIW5k3EOpRGxnqABwPWsyUIyjeAqwFQSW4HfB/PrUmvajpcV9BHPYsWki2rL9qVPL+QHuwPQ9arTavp0KyzSWobemZE+1REMB3wWoAydajSOzlWMqoHGz+Fvb61zuktLDbSShwQPmZQvUbcY/DOfwrZ1TVfDV/aXENx9tjjZQP3U0Zxz0Az1qrZal4PghSETanEincHzH971IU8+lAD7aPzvBmjRjcWzMRzjPzt2rGuID9mKcJJGCNx/MYroX1Pw1ZaBpbC5v0hBlaAuiFn+ds8A+uayZtY8NsTsvrwbumbdep9KAPLLizmJzlNo6YGKZF5zSbNm0+4q7L9oWPbNHnPG4GmqrGaJXDR4UgN+NAD/sdw8EjRsjFVztIwcV0Hiy2lm8XSjb+7aOBQ2BjPlrWbC6WpzdbirRsiuPXHQ10PifEviC4RXIKiF9o64Ea0Ac3LpUkOSWTAGc7etVPIBjDhlKltv3Oc10sAWRXVSJEYHex6g+lU57XMUrRYgK/eULw3b86AK8OiSSwk5j+bAHy8k108mibvBhgVk/d3xfATjOwcYqDSrd5bUed5ecfIwPPA610u14dAYxhWZL4MVY4B+UcZoA4VdAk2q4njw3/TEEZHvWfc6UY5RukHOeRH1rr3tkgVtuVij+RgT94e3vWTqUCpJHgbQe34HigDnEsyckMByR90VLbQGOSYFwS1vKvTHarUYG1v8Afb+dQv8A69h/0xkx+QoAxJLYocCTB+gqE5jiOWyz8fh/+v8AlV2QE4A6k4qhK4eQkfdHA+goAjPWig0UAFNPUU6mn71ADhRQKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAClFJRQAtFFFABRRRQAUhpaQ0AFFFFAC0o70lFAHq3gGSPVdHaNoxLdwssZDylcr2OM84H8q7BtAsLhRcMhWPpteRgM9snP3c15L8PNWXTPFMKSviC5HlNnsf4T+de/Q+XO7EKykcshGAfcUAcXo/h0ATCcsJi5AUMeDgk559q0PDtlbSeMdKmG7c9rI4BcgnB+vNaVg63L3rQlfM83KAnB4z/AEzU1o80XjzRFkgQRvZyKgReVJbJzQA9dD0pHaYWZZZXdjN85wdxGCM56g1h3+k6fe3j2wsmaARqRMNw9eBk8Yrt79LmOaKSBhGPMJmTPBXJ6D1qi+ZWlm3sBJhWWTAAA7igDza48LwjWUjhjEwaPBEpxlvbPtnpUer6FZ21ratHGA5ulikznj1IHcZ4zXSahcP/AG1DFNFK0Plli8Z5APYjtyBj1rP1lm1PSIXl2lvtcKrKDhz8wyCP4TQBv+ItFsbq+heeyV2+zIwC8k9sY/AVk3nhjTJrXctpEwz/AA5+53P8+K6rWDie3TksiAMpHzNwMYNVWUh1jLR7bdgrDuSe3tQB53qmlafAGgjtYhIsZIUgjgEc+/Wm6Jo9pO7mW3Pyrnkcda6XX1ge2Z5AY5+hckAL6AmqejRyrZu6schyGUnGRj9DQBXbTIrjw1o7DapRriPDDIx5jfrWK+gROdxbY6k5wPlPoa30Qjw/pF0xdfKa5JxyOXbNVru6QFsHKFcjHegDzR3bZsdn3ZBAJ4/CpdrfahJ1XptrXn0Ocxcy2g56mdaVtDuGkXbc2IOOP9JXJoAdHAklo0csIIIOQwyM44Ire161Q+JJ51jHmxxRfN/wBaqR6ZOsWPtVgSF6NcqBmuiv9Ne61iacT2oQqmAZcHIUDpQBzohDvvdFDN/Ep6/Wq11FkSN5Y4PX2xXR/wBgzFQpubQgHj97jAqtJoE5hlzeWIX/AK7g0AGk2yfY0zndwwOelbbBU0GbzD8n2sZLf7oplhpLRWyKbu0OFHSXOauC0hn0qa2a5tJlNwGYF8qRgAqfegDlr24BklGxQv8AexgE8cfzrKv/AOHq2O2OnBrem0O6iRFW8tGRBtKsxORWHcWNwshEl7adepdicfy/GgDAibLSYPG81HIx+0f9spB+gqYWxh35urdssfuk1XmiUEt5yEhGHHvQBnTvtRj07D6n/wCtWfWgehG4MP0NQNApHHyn9KAK1FPeJ1H3ePUc0ygAprdRTqafvUAOHSikFLQAUUUUAFFFFABRRRQAUUUUAAGegzRXqfwp0/RZkmvZSsuqwvhY5MYjTsyjv9e1P8WfDPzLibUNIkjjU5draTgbu+1jwB7GuN42nGq6UtPM6lhpyp88dTymivV/DXgXRbLZPq97ZXl0ekAnUxr+vzH9KtaN8KbPxZ4k1vbcHTLDTp1h8qBN7OxXdkFjgfStaeIhUk4x6dSKlCVOClLqePUuD6GvogfBjwpbvBbBb24mlfbumuMDAGWbCgdAD+ldCPhX4JtI1VdAhkIGN0sjsT7n5q15kYWPlXFJmvoDxn8KtIvdLkk0GxjstQiG5ERjsm/2CCTg+h9eteGW+k391cSQQWczyxttZQnKn0PoaOZWuUotuyKWaM11Nv4D1iYAyCCAH/npJz+QzVh/h1qKrlbu1Y+nzD+lZvEU07cxssNUavynH0Vqal4e1PSgWubZvLH/AC0T5l/MVl1rGSkrpmMouLs0FLSUUyRaKKKACkNLSGgAooooAKWlRHkOEUsfYVYSzYj53VfbqaAIEZkYMjFWU5BHY19J+D9XGteH7S+aMtI0eyTb13Dg189pBEnRNx9W5r074WeIYrY3elXt5HBGR50LSA4z0ZQAPoaAOvhie21C4KDcVkL7u689/apbW9lf4gaNvcOGhmAXbyvU9e9XNPGn/wBoTzNrFjIZl2hF8zOD68Utho9lF4t0aW31KzPkPJ+4MhDHcGICgjnrQBuTTm4jkSNtr5YAkdOawtO09LN5JDAsL7tgYtkMOvH1z0rpZ47cO6ve26F2PBB4fJx+NUZLaOW0lUX9osrDA+YsAR3x60AcrqGmo+oWqKXBijYRAcc+pxVHXLJU0SIKro7XkRlZW4ZifvDHQ9q3tT02e6vYXi1OxglhypPn8NnsR2NQ6voklxosOdQ05FE8bGQzBUb5gTz3JPNAGxqVvMt7EZMy2zwhV7lWA/8A1c1g3W6aG5DSB4SxjG3qOOp9+a6q/tyZljW+sg/kqNkkwU+ufWsS50dvtsm2+077Q6YMf2jrxwSO9AHKa15kunyJciV4yVztPCkGoNIlkiiUrctLC0oGWGTycE10l9o8n9mvGb3TlJ4JNwBt9OfU1VtfDrRWKJFfWEjJIXLiZSGwehoAoopPhuyVZFAE0/J64EjVjyBWYyxHfFKwCxr1B9cV1aaFMdAso3n05yksjlhcDAy5OMng1mT6PfLcsYG0o8HZi8QFc9hz9aAPGJYUIA8gqM9yeaXyImI3W4yB6mrMgzcKoB/KhC/2hywLAHAwKAIVW2jcF7aJjjO2RmwR+ddX4qtGuPEsjpbiQC1hwBIVxx7GsPZbyyLv2owT596ZwAa67Wh/xUEuOn2eHH5GgDljpz9P7OGcZz5rHj86rGygMbo1rGue5ZuP1rpLuR4opFX5dqgkms9oS7xZxsc4BFABa6KZIRiwiYAf89mH9a2m01oPB0kK2MXzXwbyxKwB+Uc5zmi1kZA4QMdj7XGMFf8A61aNxNOfD7GM7SLxRk8cbRQBxs1jIvXSIwf+uz//ABVZdzanfk2aIcfd3sf5murmlnjUedGS5AJO/q3tXN390JJHZvkxxnOQD6fWgDE2Dds8sE4yeas2EAkvo42jYb/lATlmJ4AHuTimKqDnfk+tdR8PtQtLLxtpK3piED3kZeeX/lmASR9MnGTQB0cXwu08SDQ5fESr4sNs1x9gWLdEmBu2M/8AexXA3GmXtpYWl7c27R212GMEhxhwpw2Poa9QbTrrwBrGv+MPEdzC2p3Pnx6XbpKHed5CR5vHRQtSzT6H4a+Hvg++1u2+2anDayyWWmSD5XaR9wkk/wBkDHHcmmB47gdVP5UxolbqOfUVZurl7y8nunSNGmkaQrEm1VJOcAdh7VFTQFZoSORyKgYfNWhgVDJzwQCPpSaArCloopAFFFFABRRVqz0281FnWztpZ2jQu4jXO1R1JpNpasaTexVooopiCiipIUlklVYUd5OqhASeOeMUAa1nY6vpV1Y3iGWxebc8Ep4O0dTj0/nWtdW13fbp7ya4uT18y4ct+mcCqE/iHUtWjtbDUpU3xSjy7uYYeIHg7j3H19KYusmEPbyOsyI+FkTO1wD79q5pxm9dLnr4GeGjeNW42S0iIOyLjHUJW94T8c6z4MfyrOQSWDyF5LduMk4BIPrx9Kz7nUY5rZWhfAJ+bHWsny7m6Mot4TL5SGR9pyQoIBOPqRSg5bM2xsMOldfgfVPgzxBYeLPM1a0cARxiERtwyscFzj/vkfga37k5zxXyJoXibWfBmuC4ti8E8TBZbeQEBsfwsP8AJFe46V8bPDmqxL9siutPnI+cMnmID65XnH4VtbQ8blu7ROh1z+0YIZLjT3ikKAs1vPwHA5OG6rwPpXgM/iC5XWLnXYgRcTMZLm2c/K6H7pBHoO9ep+M/FmnXlvBZWOoQS290paaWNsjYDwuR90k8YODge9eS+J5UEjQhP3rKNhA6g8YFZaN8rNI3j7xXvPG2r3JIikjtk9Il5/M03QZbjWtXW2v7y6kjdGPExGCBxV29hstMSGC/0yNoGQKLiIbXBxyD79ajXQmVUvtCvmJIO3PB+mf8ai9JRtFWvsze1VyvJ38i7q2h3enmE6Ve3cjzOUMbyZ7E/wBO9ZjaTBqelm6tiseoRA/aLcDGcdwOx/StLw/qF/d6lLBqMxL26HajKAck4P6Vh+Irvb4gmktcwsgClkOCW7mppOpzcjeq1uXVUOT2ltHpYwzSUZzRXceaxaKTNLQAUUUo+8PrQBIkDOecKPep0t4x1G4+9SAZLf7xrU8P6Qdd16z0pZ47drqURLJICVUn6UwM4DjHb0Ap/lv5LzCNzEn3nCkqv1PQV3/ivw74G8LaRfacNautQ8SR4VVjQrHEwI3AgcDjPUmvVmtNetbOCx8N6FpGoeFZdOVFhacRtK7LyxODkfz9aAPMND+EN/qWn2t3qGsWGmteoGs4Hbe82RkdD+gyayfDFjLoHxFGjatGkM0m+xdyA3lM4wrrng84x9a2vE0V8fhhoF/LHJBqnh6+fT5wfvRkHKfyXn3qD4xMw8Z6dqCp5Vzcabb3Eg6ESZPX34H5UAXNNTxFHqk0cdzGk0bGIh4FAJB57VvaZp1+PGnh25vLiFnknkXPkhGBCt6D2qVNZ03VbqG/tnWaG9WOS5SPn7PMVJKt0xkqTWuZI7rxT4SljGSZnDEHIz5TGkBm6pYeIJ5HJvoFXdINhClgu4kEjr369qzTpviJkRxrCCJnCqfs6jnPQkDpXc6jpwmuvNikkjmRydy+meRj0IrMcEnyzDJEYpDhC2cgYweB3yaAPM54dYl1c28s9vvwApkCLv642nuKi1u21i3sVt7i8DIGQLGUG0fMAM/Q4rtbuygbV7VAE3PEVY9RnjGD6jFZni2AW9kB9pdbktBmKTHzgMvzKcfnQBt+IvD19qGrQ3FvdwIxtovOG0Z3AcH1xWFN4Uv3LSS6lhgdp/d4wPrXfazdXFm+nsIFkWaFRIccggDnP41Ul3y7v3ZGen1oA831fwzd2tnJM1+G5UBSD8x/rVbTNMvZUVVuPLVpCpG7GDXb69bn+zFLMXPmqBnt14rG061MkL/PIVSRwXU8Y3HigCpPpUj+EtIiMi7o5Z05zg4c81gTaHc8sVix2KE5r0K2gH/CL2g2ABZ5sZHQbqw72VYRI5TCJ19dvrQB5q4VpZPT3pbaJirMGPJxzzUxs7pmcraXJXPO2Fs49uKfp1lfBSTZ3IGeAYG/woAuiJWw7KMoOD3z61u60CfEMvOM20XP51n29ncPGVaxu+QeRA3+Faes2F2/iDzUtrnZ9miHETEE85HTrQBz2sS/ZVVcsFkwpUDPHXI/KoYruDfbRZUMGyD9T3/Orkujamkj7bO9l3cBmhclR2AOKml0bUDLEV0u4JJ++LZuPc8UAW4gySzupysmGIHYgY/oOKtQXkdz4XmcrLGBdqu2RcHOKgSyvoJ4oZNPvCJBzKIXIz78cVoPa3reHJlezuVk+0odrRkkqO+PSgDm712jUlW7E8+wrlZ7lrpZGIIJA4HI4Irr76zuCCDbXG0gjmJv8K5SWyuLeSfZb3BUDAJibnP4UAUk3EgoMseAKa0ZQkEZHqOQaQiWFCZY3TjC7lIyagVihypKn2oAuo481HkHmhSMq5JyAfu59K1vEuv3XifWpdTulRGcKkcUf3IkUYVF9hWEtz/fQH3Xg1Krq4+RgT6Hg0wHAUYpQexGKWgBMVWkPI+tWj0qtIORTAgPWkooqQCiilU7WB4ODnBoAnhs7m4ikkht5ZEjGXZEJCj1J7V7H8N9S08aH9ijtRaXcQ3TFwR53+3k9fp2rR8HaxZ6z4bje3tobcp+7mt41win6ehFWrO4EF1NpEvzCNPMgLc7ojxj6qePpivExeKdRSpONreZ62Gw6g1NO9zPtZfBmo+bZW40yUtIxaMoASx6kE4J/CsnVvhlo9zuexllsn7DO9PyPP61xHjXw9/YetZhXFncfPEf7vqv4fyr0i10efS/Dj2umX0z3ZQMk0j7gW6gAHgA9KUoujGM6dR+93Lg1Uk4TgtDgLz4a63bsfIa2uVHTZJtJ/A1Rg8K+JrC6juINPuEmiYMjIRwR+Ndn4a8ZT3N3JputBYbsNiNioQN/skev866LVpdQWzZ9M8kzqMhJRkN7A9jW0sVXhLkmkZxwtGa54NnGeMLue90TSmv7A2ty05E29AD8q9j/dOelcZbQ3M2rW8cESyTPIjRRumVPORkenr7V1a3eq+L2k0O7tG+3JMkkXlxbRCAcOW9sH8Tiu88JeAjo+oRXyWN9qlyF2h7hPs8aDjjDHOMZ/LGK7aKcY2ZyV2nO6Kun/CjSw8+rapfghHaWWCKPyIEHUjvgD+76flXZ+HNDtF0t5JrIRtOzSLGARsVvuhccfdweO/UVtnS7i/uBNqTQiBWDizhJZCwPDOxxuxgEYAGeua0pO5PJpybIRy9/wCG9K1C08m/gFw4yxZ413Zx1PHsAT7V5d4o+F7wZm0wpGdpbAJ8s46+pBx/Kvb5F4wDVK4iEsTRSKpQjp6/lWfO0ykrnyzKmp6PMjSK8TSLkNwwkX09CPanTahI8cUiq0TxuCn+wf8AZ74/lXtXiXwfDfETBnjmEvyyqeCpAByvvj8x6V5DrelXlhqEttdqAisWjbhUdc4DA9/T2raMlLoJpo1LHVrfXbJ7S8C+cRgg/wAXuPepdAsp9Ou7i3di0JwyN2P/ANeuIZmjm3J8jKeCprttJurh7COWZlZyPvD096561JU4NR2fQ7cLU9pNc266lPxTMbPUrW5tztm2nJHcA965a4me4uJJn+9IxY/U1v8AiK2ubqYXSDzIlUL8nOK5yt6CXIu5y4vmVRp7BRRRW5yBiloooAKUfeH1pKB94fWgDRT7v41YsrySwv7a9hYrJbypKpHqpzVfgbh7mimB9B+MtXurbWfs/hfwZb391rNiJ31AQ7iwfjk4xwMdTWH4c0W307RrCNvG13oF9pk23VrC4uflyDnCJngEY6ZBzXGj4peKotBs9HtL5bS3toRCHhTEjAdMsc4444rkLmeW7ne4uZWmmdizSSHLMT1JNAHq9x8XodP8Q+IZtP0yK9tb6eOS3ac4UFFC7yuO+AR0rzfXdb1DxHrE2p6nP51zL1IGAoHQAdgKziNg3MQo9ScVC91Eh+XMh/IUAdb4B1OHTvFMH2lv9HlyrZbCgjkE/r+dezXGpw3HiPwm0IDxyXUsiSBi2f3bAg++TXzK93Kx+V9nsnFevfD/AFQX13oEEb+fdR3m44bkL5ZB49AT+NID2G5UF2OSxVySF6jn9a5+e6tJbeWKaXymjco7LkYJ6MOOD7Vr3T3QEwOn3LjdglEwcZ6g/rWHeadeSy3guNPnlgl+aQxITnoMAdzx19aAMmdnaTSrgxqsrnDRlduOOeOxqt4xsYW8PLNExzFPEzLn+EuBj6VOmnavNfacsmmXjyIDK800Z2k+nsateJNK1OXQZVi06eUPLFshigJZP3gJPuOPwoAueJ7ya21CwiQqsRgQFXHZgFyG9sZx3qxNGXMWOgBzhscU/wAT+Hru91GxvbdCkkMKq29GZXAAwrAehzyOaxvDWoapfWUh1jTrm1uInZTut3VXHYjigCtr0Rj0kLHlVSdPlB7c1l6dCrQMUi+bzmwT/vGtjxFC09ujQQXbuZVDBInIAAPOMVmaZNLDCPOtLpW81mINu4ONx9qANWDcvh22QDLG4l4bjvWLrciJCjbcOSFBAyV9T+FbN0ceGbJzFcL5k8rAeS2Rk/TNcvq257B1tmnjnBBRmtpCAc9/loA4OPVNU82QHWLoAfxBzT7fUdTO4nXrxef+ehpZ7eIXLqEAGOgplrbRTNKdgOG4/OgCy+ta1FEwj8QXRyMYMmODW3rmpahDrMUcOt3VshsYXOHYhmOcnGetU4tOtSh3QIePStHWbWKXxAoZF+WwgwMdvmoAx7jWtYRPl8T3rk+jsCP1ph1zWXmUf8JJfBccnzH6/nRqWmRK4aEbCxJK54xio5I4t1r+7Vd2Qy46mgCZtU1ZiAfFF2FI5IduP1qYanqQ8M3r/wBsTSzreRokrSN0IPFQsIYo8SQxtIW2qAvJ5wOKuJCH8PXSyWyRj7VHlAck9ec/56UAcs2qXsq5k1y5z6b2P9az5bu5IY/b7hvqzc/rWncwYZtu1XxwdvBHr7VkP5nmFpQpCjPy9OKAIZpXcqruzlepYk81FSsSTnuaSgAooooAkWZ1GM5HoecVOk6Ec/K35iqlFAGgGyKgPMi/WoFdl6HFSLKu4Fhgj06GncCGiiikAUUUUAdN4P8AFP8AwjV3cPJE80E0eDGpx8w6H+ddH/wkWsanfwarNLZaRbxIwjacbmdW64U8t09hVHwf4ahbT5NcvoxKqKzW8DdGK/xH16dK4u5uJbq5kuJnLSSMWYmuPkpVaknFardnYp1KMI32ex6bqPiHwxqVrDBqt+96Yn3qyQlBnp27VfsfGHh5YorWC9ESIoVBKGGB9TXj3JOOc1s2fhnUbmMTyKlpbn/lrctsH4A8ms54Kk42lJlwxdW94xNzxtrmkai6paRrNdof+PtDgAen+1TvDfjhodlnqjs0fRZ+pH+96/WqUWkeGrUj7drJmYdVhBC/yJre8N+FtG8V+J7PT9ItmltoQbi9ly/+rH8GccFu3SrjTpuKpWbXcTnUjJ1LpPselfDXQo76xu/Elwhe5v2DRRqSrLApwiknjBxuOPavR42jKKIgdhXco2kYHp7VzfiDVLTwJoEmpzRgLGQnkg7nfoqrHnhVz69hXjmqfGrxLfzfadPsY7W0ibk4eTPHRmyAPwA/Gt1Cysjmc7u7PoN2HqB/Kq7Vz/gfxUPFvhm3v3VFnLGKdV/hcdsemMGt9nXjnr096iXYpEL96p+bHK8qKcmNtj8dDgHH5Gm6hq+n2Bxd3tvbkjgTSqmc/U1m6Zcxyi+uFljeN76YAxnI+XCfn8tZNGiZdlQSDYSPUV574h8D6bf6xJcTXM8kroUEJYhYAejLwOMnOPXNegvL8rlSCQDjnH5mqjoGiaYlnZiM4bhTgAgDv0oUmtimr7nzgmjCSR1aZl8mZo5Cy4yAeo9PoelSX2ow2lsLOzPsWBzitPxloktl4x1OyjmkERZZsyMTneM/iOTWEdGfjEyn6g1u3Fu8mOCqcj5I79SGy1S5sSfLYOh6q/IqK7uEupPMWBImP3thOD+FbY02zkQo0AjlA5wx/MVjmwuBdGDH4npj1pxnBttbiq0a0YpPVFOit+O0trSEmQI47sw/lWNcvC8pMKbVqo1OZ6GdbDulFOT1fQhpaSlrQ5gpV+8PrSUo4NAGhkEsfVj/ADpVG44FVvPRVwBuPpUTzO4wThfQcCmBdeWKM4Zsn+6vJqu94/SNQg9ep/Oq1FACszMcsST6mkoooAK7f4YSk+LbGEHpcpJkcYGCD/SuIqzp99cabfRXdrK0U0TBlZTyKQHv194kvpb+W2XS7jyyXCsZHDEhj0IOMe1Ur3xBqk8DxJpNznqCJZFwB3yDW1pNxHr9jDdcNFIomdwcHcPT3zV7CecyytFJj/VliBkDv7nmgDhJ/FOuJe29z5M8TRD7nmPiQf7XOM1evfFeuN4duittPCMxt5qyOD98d8/hWvqcNs+rWTNbIZWVjhVPXIwT/jVzxNF/xRl03kiNgsfy+h3rQBL4n8UTaZeW9sRO2bKOVijsCGK/41w3h3xV4iN1qEy3E9xE74PmuzeWfQc16V4itFuo7VAoMpto9o9flHH0rF0vRYbC1kWTbumOCMYwe340Acrq3ivX44oi08sSbssyhl9eM1XsfFOuGBQbqaUZ+8xYk/jmtnxMkkSwNIF2CT16jB7d6boMcf8AZ8QAXlm7e9AD7vWNZTwtpc0OpSLJLLLv3R792CcfTFYj+INb/i1HnHe3NdjeWynSbEdlll4HfNc5dttWRfLAkGSg/ve1AHBzgm57EkdqbZSBJXDKwBwM46GkmkT7X80gI9VNPtwDeOu8qXXja2KANeHO5l3FeM5HfNaOqbf+EgUEE5sLfGBx/FVCOJmGzaVdl++G5FaV2jNrS5f5/wCzoMk9+WoAy7jMsUqtGylc9entzVK4RGS1yrJggBiOlbtxA/kscrnHPvWPckCO3GRjeO9AE6Isq5kSMtnuP1FSXUIfQ7kY2/v4TlRjafm5oUIwbDDcD6+wqw0SnRLwFyP3kX4feoA5OcZHlyDLdmHQ1kXMQMTqGAbPf0//AF4reuIsqc4yKyLlSHbPXH50AZDo0f3l49e1Nq9Coxx19KebRZGPylTgnKj+lAGbRU72rj7uG/Q1CVKnBBB9xQAlFHPpRQAUh60tIRzQAtFFFABRRRQB6n4X8SaUPD9taz3MUEkKeW6yHGff6GsPUrfwZFK0iyzSMTny7ZyV/M8D864fFaFhpkt8skm5YoIRmWZ+i/4n2rkWGjCTmpNXOxYmU4qHKnYvyeII7bKaRYQ2g6eaw8yX8z0/Csie6uLuUyXE8ksh/idiabL5fmN5Qby+27rSwmFS/nKxyjBNp6Njj8M10JJbI53OUnqz0DUPBQb4bab4oubwm7unVI4I0UIsO4IMnGS2ec12PwDMFnP4gsZAWv8Acn7sKBuVM9G+p6VaPhK68QaFoWjWFxb6bE1jFehfLMuI0wQznIyzM2cAYHqaq+GdIn8N2i+IxeGRby4mjndFMYWPcF8wIeRjB3D0z0IFGwaNa7nO/F+61bVfiDa6JeOkcBaIwhTkDzDjJ9COmPbPetxfGfgjSfD8+mC3nJiZoYYrcZyg+Us5OAGJBOOeoPtU/wAaNH+2WGl+K7GzUTQsEuriJtw2YBjY47Z4z714wbOa9meVJYY42YsxklC+Xk988/lmk1fQSPVPhhcXMc19HYCNYLl4pRAZNhQspyQTwQCMY9CMVvfE7xw/h2wjs7PempXcZO/aAEXON2fXjp780nw+8I366Mbvm2SRtsSXEXzPGqgBsHoT8xH15rz/AOKNpcDxnb/2jHLBZ+XHEJhFxjJLEH+I85qYq8tSm9Dz+e5muZ2muJXllc5Z3O4n8TW34b8W6l4Zut9tIZLdgRJbuTsb39j3yKkk0jQLtgunavLGxJyLuArn0xtJ49+azL/SLrT/AC3cJJDKMxTxNujk+h9fY81ro1ZkK6PoTR9SXW7aK7t3QWLje77gzMfTHUEdD/nO84YDBAIAG0E1xXwrtYV8GWzAkyyTTM3HT5gpHsOAa7R9rnOGA6A4wWJ/h/xrikknZHVF3R4h8SymmeMpTbxgG4to5HbPDNzzjt06etcS+o3LNnzMewFdX8TryG88YO0UxcJBHGUIH7thnK++M559a4tdocFhkZ5HrXVGCtdoxdSa91PQ1LG6uri4VpCWRQcsRWi8yjqcfWs+G/h2qioy9ttMv23QAjswrnnDmntY9alUUKLkpczWpHqBnkfnmMdNvSqHepUuJUGFc49DStKr/eiXPqDiumKaVjy6slUbnchpaTj0pas5woopDQAUUUUAKKKQdKWgAooooAKfHFJK+yNGdj0Cgk0yu1+F67vGNluXK+avUe9AHqHw50y+0rwzAuqxyq5f9yuchFPTI7HNb1x5i6hauXdl8wncOm3uGHt2NaTTZe5QuIw5bY4PIOeuKoy3kUc7+bcbGjIkUsAFI6Zz07UAYt6Ipry1aN2aRo8CQHDjnjJ/Cr/iBg/gi9+cswjjyf8AgYrHubyFvFzIZoMo6hPKbCHhsjceDnjmretyQyeHtRdHIUwIpXIIz5g54NAHX3KhobNjyfssXP8AwAVnXIAQ9Ae9aVxzb2eWjC/ZoSvzAE/IPWue12cC02RPGzkE4Ei8gdRnNAHN+ITJcT2qhEf58KAeT6ijRmSOyQENGN7ABunWs7UpJHvbQw3Vuse/ALMAVIB5INWdJmhaJLa6lidyWJbeACd1AHT3S/8AEms29ZZDWFewq6gsOFOffPtW1cMkegWIR4s+ZJtBcY69PyrFuJPkkBnhJ7rvX5f1oA8xfX73z0H9naduIJwYen61ZTxHqSzkpp+m52/88Rz+tYbWpaYgOTjvmmm38tm+cpgcMx4NAHVQeMNY8wItjpbNj7pjANbeueJdXtL21hhttMZ5LCGVzNEuQWzwCT0GOK4n7IrQeYl4SwIBzxzW74tigOqaf57lUXS7bkcnJ3UASjxvrJEqmw0cbMgkwqAfpzzVW48Xas1vv+y6SAj4ASCM4/CsWWAxKgaSN0yzthv4O2fzprxxNGrqoBc/Kyt0HvQBuxeKNUmOTbaZlj/cjWtH+19Qfw/e3JitA0csShEKbTndycd+K5f+z8LkJITjO5CCCfX6dK6O2sLc+E9QAjI/f25PbLfPigDEn1jUmcf6Pa7c5Krt+YVSmu71pWzDa4/4Casz6YY5oxIh2sDgg9Paq/2VQszeWQqdDmgCuk12658i36/7IqWI3LyFXSFRtJyhGaltbNHSLKn5ueuK07HSovtLMEOfLYdfagDmTNM45iiP1qvM7M+2REyO1bMmlxAE7W/A1RmsAsgAXOR1NAGYY0LEcr9ORSNC45A3D1FXEtEDsp5xUqWsfmplf4h3oAyaTvV949y8jd9etVmg5ABwT2NAEVFFFABRRRQBc03T5tTvo7aEfM3JJHCjuTWlr15DDs0mxOLW3PzN/wA9H7k1q6ZD/Y3hie9xtuZo8g9wOi/41xrEk5PWsYP2km+iOmcfZU0urFzmus+GmhQ+IvH2mafcY8rc0zA99ilgPxIFckOtd34L0HxXDEmv6Rpl+EjffDeQRp2BBA3nkc+hHWtW9DnWrPWrLVb/AMLTq2p6Rfpt09dOgaNBIJZgw+6FOQG7cdeK3NO8L6te+DNN06/m/s+NfMe6DDMoDsSQCDgcEjOc8+teQXHxQ8Si5jTUblJpbRyUF1CgdCRjOUxg4PWneKPjLrutaNHp0KpZO2fNmhbJcdMAds1CKaOovfHPhnwZqI0nR5X1LSCPJvrTbuhjXoSpP6rznJ/Hd0/wx4Fh1q1fRtJjmu7iPzI5Q5khhXP3xkkZznGM4x2xXn3gzS7TUrPTZLzTfK0exufMllPJv5x0jUnsOrduMd6y7bxbqOmeNrvWdNukitzLI7o4zE0QOOVHr2x3ai5Vkdm3xV1fQ9auNH1XR7aAxzlEM9wy7F/hydpBBHO7vuJqzdR2nxI0dbiexvba1LvtuWA2iRQeQwPKj1bAPTNc3dfFDS9d1pL7VPDFizrbpDE1yxkWIhiWPC5I5H0x71a1bxjdvPaXEviS0i0xGDLp2lW7KZUHVDnjB6cnGO1SO1tzjfEvw+1fw0Wd0+2WeM/aYEJC/wC+vVTyPb3rL0rQL7Vp4oYYZtkj7QwiZsnvtUcscDoPTnFekXPxN0i80sadNpF6lvtWMhGU5jBGVGTxkDFWNG+KFtH4puNUh0K4FpBpwiHAc2/zlnYAHhW4z/uimmDN7w55GgRWmgyabqdnKsR8lryEL5/JZtuGOCTk7T6e1aGu6r9hsWcRubhtqxRg8s7ZCqPc/oAT2rhvEvxDuby7tL6WNoIZgs9rPJGSCUYdBgA8FsAHvyeat6HbL4q1x7tLxrpLJjbrqF3JhWHU7AMAZz+GQOT0zdN3uNTtoczrHwt8W6jLc6nDDBfTSMZJfs8gDMTycI2M/hXnaWxP3iR2IxyK+wNA8J6BYSrqCfZp7qAlhPG5Aj45yM4/OvGvip4AXThP4o0Jo7vRruXzZWgfd9nZjyQRwUJ/I1tZ20FBw5veR5bHDChDZ+Yepp7zwY2sykelUZUKN1JB6E1HU8nNq2dP1v2a5IxSLhmtf+ef6VBI0LZMeVPpjioT0pKpRSMKleVRWaX3C/lS0lLVnOFFFFACUVJDBLcSBIY2dj2UZrobDwXfXPz3BEKAZwOW/wDrUAc32q7a6RfXiu0UDbETezNwAvrXe6Z4YsrMhhb+Y+4KGfk89/bpXa2OkQ+c6RqMGPkAdec0Aed6L4R0rZ5uo3Xn/Lu2R5UD+praj0DwuJivlRtCq9Vzkn65rt/7CtGUBYQrHCg+pPam2tgkF7MrWsbwSf6uQLxkdQRQBxcOjeEmmAltSsZH3zIRW3oNh4d03X9KuNEwtwboIwZi2VI6gGrken2sl5tmgV4hkgEZ+bPHT8a1G06G31PT7hLVY9t5Ei7PTqc+hzQBs3Pje1TWjayPE0IV95NvyH3N8vT0AqpdeNNPmkeIBWTBjZXtQwPTHbp7VqSaVZq8khtYWDSsx+XksSeapXui23lgmGIsGBQMvQUAcsnjRVvo4Hh0940UKyrabc8dRnp9Ktah40sl0i5+zWdsSEBCG3O3OehFVbvTrK11CMSRxIuWLny8Dj8aqatpkcfhvUby3VlR4g+1myQMjp7UAeh6lrlnHHZLPZLLI1rG5IiJAyoOBjtXNX/iPTUYL/Y8DKCfvQN/Ktu+062vYLCWWPJFpDg5x/AK57UNCt5JDhCke09D1PrQBl3Pii0WSMN4d08sSeWibkY7c1NZa5p1zZq8nhi0Zm4+SFsfzrIvdLS31KBTCF3u2wg8MuDj8as6dpUU0CM0QyS275jxzQBv6lrFhBoOlltAheImTEYiYhMNz34z71zR1axmQiPwvZqWPBaKQg+mQDV3xPpZn8K6SYFlDRTSDIJAwWOaz00m2hthjc2B/e60AcHGqrIwz+dIrkiQx7SQeh70inljTYl8xUDfVSOCMmgC9aNCx2qBk8FScYrY8S26XWrabHLGrA6VbdX2c5boaw4Cvm7hGTKuQVBwT9PU1seK4RJqWmK5dgNKtzt/iPL/AK0AY95byxLEqqHkChXI6nHfNUEEgvmYOEUtx8uAeOOP1qw0aSSyLCJldVKnzCSuKdFFK37vILFByeRxg4/TFAGzYq7gbtoHI2g5xj1roLW2V/DuoqSMefblhjoPn5rA0xEWEXOGCMSDgcr7nFdNYoZPDurhQTtlt+VPB+/zxQBz32fIc7XL47nsKzxb7rGSRcgFvlIPUehrcjs5YYV3OfMYfvADnk9/TH+NUJY/L0+bPQE849qAIIoJAiSRqSNm4r6euK2tNtg1wT/CY2/lUNugXykckAgA8egrS0kKt2YdjK3lyEqewx/KgDnriApGCg3EkAj0FZk8amdcdBmtWG6juJ5Y4nUsB19/SqM0UhnLgDIIyBQBjSJ5c0mRgN8qt2zjpRCp86PIwd3NTyFXt58nuc57D1ptuo/c/Nu5HPrQBmsOPwqCUcc1ZI+X8KrTD5aAKdFHaigApRjIz0pKKAW56Ne2/wBs0loEIAeMBD/KvPp7eW2laKVCrjjkVr6d4jls4RDNH5sajCnOCBV2TxJYzriW3kYejKDXHTjUpNq10elUlRrxTcrNHO2iwteQJcEiBpFEhXkhcjOPwr7k0uMJpFkq2y2oECAQL0iGB8v4dK+RPDl3Z6j4w0O2SzRImv4SxIHIDZxx2r7I7V0ptq7VjgnFRdk7nJ69onh600y4kmsLeJpWZgY4lyztyeDwfU54615T4d+F2la94ouNZuImtfD0EakwglFuZCMnHcR4wffPHBr03xRbx6r4gtdPuyRptvbNdXYzw6hsCP33Ec+ykd68y8d+OLzXbptH0/fBYiQRtFbjL3EnTYMckDpx1PHQUN2BK474l+MtLvdJj0DQVWKK0cFZYBsSEAEEDHHTIwPXJrzDULZrOGK0lBWdwJZYyMFFx8it6E5LEdsr3ro9US28HbYbnyLnxEeUs1w8Wnjs0mOGl9F6L1OeK5N3Z1luJZGlkdi8jsclmPJJPqaznJo7sHh1N8z2R1vw28G2uuahd6xq8nl6HpK+bOzdJGAyF/Acn8B3qvqk9vqGrXN8llHbwzvuS3VceWg4Uf72Bk+5Ndlrit4Y+HWieFFGy6vV+36jjrgnIU/VsD6JXDSEn3qZu1kZP3pOXQqz24VBIqq0Z6MB0PofQ1Xtftkktzb2LIn2uNbd2dyoxvBK8e3X2zWhbGbzxFHD5wk4aHBIcAZJOOQAAST2xXpHgzwmLHVZbhEZo1iAjLjDIxOWz9QRgjgitYIxmzl7XwLrmtWltZ32pRNZ267IoNPgaZwp7B2AA6AZJ6cVpeIbbV/D8gntoWs7RY408u1kDlCqhS7Kw2OxwCemema9nttUsLSExyzoWA+4p3N+Qya898Wa7p+pme2gJdUB80IAXUe4ztQf7UhUexrSyMjF8D6rqOsX0dt/wkUNhcXIZIZbbTLcLOAenKgntlT0yKg1q81Dw3bat4auZIZLW5sZ3Q2pzA+1d3yg8xn1Qk44wcHFSfDHwrB4k1+XWXuD/ZOkgW0EULkI8md5G/gsBnLNgbiemOKseMxZat40s4NOECXcpm+UxllaNoyg3BSCAxzz1HWpbGjwZ3JQIRyO9RHrVi8s5tPvp7O4ULLC5RgDkZHp6iq5ppBKTk7sB1paQUtAhKKKKYhaKKUdRQB6vYaTatp8KeWsaug2EJkhsVtxW7Lbky4DAduhHqKfoUYTTkkf5YwvU9AMZz9Kt3U/2KKR5rZpIhtKSR4PXPGM5/8A10AO0S0WeaXMZVSF+U/jXR6daNDeNvO5dh28dF9Pwqjoiq8jOh3K0aY4x2PatuAJJM4WRGCoVYBuQfQ+lAFaO2Xy2jYlsMQpP3gPc+vp+FPaEhGVBgkYFOvRPFtaKE+dIixxs5+QnPGec+2cVkzajMtrLcRO4MA8u5tHA3xergjn+hFAFJnMWsF2A8voyqOdx6celbd8Q39nRl2Z0vUBB+vINc7aWbvcM4nllkL5WVcnyx1yc8H/AOvW1PcT3U1rNcRlXF3GVBQDIzjBIoAtLsmlmJmMzRNJtLOVHU53cdaztPWfTLSe1nm89LdyySEkna3QH6VrXMyXiY+zS+VcSvDMm3BVckZqhBJNb6YEuCk6wMUEwHGwdMqO/wCFAGPcwJc+IYLnzycR4MRbAwe4PY1D4itbWLQ9TaGGNJPs21gFwQMg/j9asNDEdWt/shwjDOSSSv50zxNbo+k6rOXIb7MAAXHzHjoKAOwBDWdipI3fY4Tj/gArG1RvuoboW6k44XJb1HtUt88yLYBI8xtp0QDg9DsFUtQkU24DPEZiocKxBFAHH3l1dPrkduZWmhic5YqBhgD0/PpWvpMrx2iNglizEeg561WurV1ubNtrKXYsS3HODnPvxVzTEC22AAWGc/iaAE8TLevpnh14IBKi3MjSsOimmBlYYbls5PHrWpqQlOj6Sm98eZIXUHAYepFZkpWKPcRx7CgDy43mibSPsmskY5/eR/8AxNTpf+HvJVDYa1x3WSP/AOJrHldwmFGGHqKWJ5XjG1Cr8Z5oA6GPVPDaW7L/AGXrhTOc+ZHlT6g7a39c1TQXudMkm0zWZJn0qEx+RNHkR5bGfl+91zXCzS3bxEhipGchV7elbviGVo9Q0V2BJOjQD82agCc6p4bjfc2jeIgTxzLEOfxSoV1Pwkl+Jv7H8Qb8/d+0RYJ+myse4vJnAC4ZkOSF5zVeG5M7M8e4OTkAHkGgDsbfxF4YtoZHTRNdCsxBPmx4z3GdtdBouuaA/hTUp4dF1f7N58AcNKpZyS2AuB25z+FedFbm5iSJ0ZSvXPG8f411Wh+fD4O1VI4VV1uLYgA9eXoAuy+I/DykkaDro2jGN6j/ANlrPk1vw49ps/sTW9u4MczIMZ/4DVfbfSWhK+XgDP3uQawvMu2uQktttYHYHPGf19qAOti13Q1jAHhzXDj1mU/+y1paPrOlT6jtg0TUo5FikbdcSjAUDkdKwkub0rnyVj4xktxWtoEl1JqsqvGmxIZdxDZIO3pQBhWOpeH/ADJbiz0LWW81yWPnI2P/AB3gVFLqmnbnddG1UdjudOP/AB2o4zLCvmW+AGb7qnoe/HpVYvdCOR2PytnOaAKr3GnmJ9mm6htcHJMinA/Kq1vNb74lhs7pVLDaXcEfyqRd4QKTkYoCuZ4vmG3d0oAzWmjxjyJB/wACH+FVpHQgYjcfU1K2/wDvEVXk3DGWJFAFUUUUUAFFFFABR0oooAu6PeHTtYs70Z/0eZZDj0B5/SvtPRNWTVd7xsGTy4pAR0wyn+oNfElu4jnRmGVzhh7V738HfFSwO1peyHZDF9mL4JwAS8RP4F1+oHrUt6l8t48x1/xI1KeyvYI4mKqthczAD+J1Axn14yfzrxjR9Vj8L+H7vX12vq0jCx0xm58olcyzY9QCAPcmvUviH4p0Lbb3l6JESBj5QH35jzlQvoQSDnjBrwK5u47yOwt4o5I4YZJmjVzk7WYFcnucDH4VFtblwjzNQ7k9nbON9xM7STyEszuckk9ST3+ta/hrSotS8YaNYOoEdxeRiQeqg5I/SofLwo+laHhi8j03xtoV5MQsUV4m9j0UE7c/rXLGfNPU+pxGGjRwjjBbI2vGOpSax431q7Z8xpcG2iHYJH8v89x/GqXh3RD4j11tNNw8JNpNNF5ags8iKCF57c1b8VaRNofi/VrGdSN9w91Cx6PHISwP4HIP0rK07VpfD2uWGtRAlrOYOwH8UZ4cfiDWr/ianzVv3ehufCuzi1rxLdWk1w0DS6S+2SPG5cuok2k99vGfQmvXTpreCNFMlhPLdadCB5iStkxx9MrjjAzk8V4H4lhl8LeMHn0+UpZ3W66064TlZIZPvIexxnaR7Ct22+MF1a+HrzTNRsjLHNaPbxGOQkAldoyG5GPYnpW60MHqzT8U6+ZoZJbeBJ4x8skdzNJKIiDg5TcFI9CQa851GXWtbvrHSbiZkjuZIxb2+0RQDecKwRQFx74zWjb6hJFHZ3c0QlYorvGxID8YIPscU/x1ZrFFp9/p8YgjQDyhGAoXPzqV5LHknk46cVnKty1FB9S40+aLl2PYPsafDTwcmhQkTQrC9zeXYba5YnLYX0OAo5z0rV0fT7LwX4Zl1fUFjXWL6LzbuZ/vBiM7AeyIOMe3qa4PwFf6l8TZJ7nWb60RtOKSeWI+biQDMbOCcbFIyQOpHNdEIR441G4m15h/ZGmKiXEUTFVuZyAwjHOdoyCR3LAdBV9TOx89+K2kk8SXly9pJarcN5sccibSUI+Vse/WsWu1+JOv2WueITFp0RS1tC0anduBPcKfTj8Tk1xVUhMBS0gpaYhKKKKYC0DrRSgZIHH40Ae86VqMVtbiz+wZKplRJKAJQRng/XjBq64082pimsXEcnzBWuOM+mc8EenvXPQ2byW8Lus1zA8YVbi3XdtbuCvt61eFlbS27yC8nyhJMUo24Pup6CgDp9HCx3LTxaZIGlZi+ZxhWHcVu2Nwv2po7jTZFJQv5uQQcnnoOea4ix0O48+RRfNDsl2sEbGfY10NnossEV1FDfzu0tsyo2cbST2oA1DcJNPI/wBjkZImVFP2hdjg/wAQ9CPSo5rmyiE081gVLKA/+kISw546cisCTwvdrbIrXcrOyAuwbnKj9cmsS/0RrawZ5buQEKx+8cZoA6S2bQz512gvYozKA/lyAjPbjHArVki05J7SUfa2H2lG8sSqQzHjJyOnfFeZ6XZXctpM0U7oSuxgThTn+ldFY6Hc6bd2O+6Ijiu490TKT19DnoetAHXzatYR3ksay3QYyklU2sQc46Y9qybibTxeNdfbb63d12vhY9rYPHBHXk81gzaPd6leyXVkx8z7QyzM/ADByenXGCKgk8OCY7ixLlssMnn/ADigDQmfSbvW5o5JNQErQhjh0RD9MDg/zqW/bQl8NzC8ur+SHyj8reWJBjqAcda5r+wpBq8duZg4lUjkHb0qtrmim30a8S6CrdQQeblkIDLnbgHJyeaAPSr7+yni0ySW7urUG1h8pRJGOMADOR1xx6VzGq6l4dOpfYbibUDI6FRIHiRT/s/c960tT0pbvT9Ol82NQLKHIYZ/hrm7jw2+xlla3kXO7eyn5R+dAF2a/wBBnmgMl9qpZQSgEsOFGOv3OaksW0J7VbmG81NAygZMkOefbZXNW+iBp4G3qASylAvpmtHTdKkNlEF8nBGfnVif50AdBqs2lpommCS61FRukxMskRLc8g/Lj8q5q4OkFMNrGrAdeTD/APE1s6hpr/8ACN6Ym2HKyTZG049fXNcy+nyhFI8gqRkHafz60AcPPGBAxFQxqROB6YwR9KnuYmWPKsTjqM9adDGcKSPmoAuiNWj3E44q34ti8/VdJTDFRpMBJXt8zVVcsYsDAJHX0q/4kl8vVdN2rvY6RCF+u56AMiBZvtBeVQWx1HTGKo29lFc3RhCBGPzKV4xz39qt3ExjlURRSnd8wXoR7Gq8cq3F68iE20nG044z6e9AGpBbOxKCQBSoO6NumDjP6V1elRTJ4Z1ESybnM1v82P8AfrmVVt0eUUODy4/u9flP9K6bR5Q2gakCzFxLBkMP97mgCG4T/RnC5Ix1JzmsiWMC7iQgHcwfJ6jjH9a2ZyfsjAenSsu+Pl/Z7kIrFQVbjk+gNAF7IMRVUzuUqB+ma2tFgMEzfKSxgk+Yjrx3rEsFZ7gYcFRz7gdwa6XTSFlkBPIt5P5UAcRd2gAhuoHljG0ZjzgH8Kqp+9R4yeFUlh3+tdHfQMkMJDsR5Yz6E471gIgQSfMCo5yO4oAzQoEa8joeD7e9QR5M8JPQvUqPujZR3bjNRjm6hwCCGGRQBl9VBqvL0FWB9wfSoJug+tAFE0UUUAFFFFABRRRQAVuaH4i1DRLl5rG4WOSRPLfegZWHbI9RWHRSauVGXKaWpahqOtaj517M9xOflXjgD0AHQVcWKYwW6NETJEVAK+nofwrItrmS3mSRXK7e/XAPBrsorq2aGGS1O+FDtcbfmX3Pv1rGtJxPWy2hRqtuUrNEgTCAHrioJoFljKN3q8VEgBUggjII6GqEkk1sSJY2dOzqP51wq9z62ooqGuqZ2thrUfi7SoND1l9mr2iH7FeMMswA5BPcEAbl68ZHSuQmJ894XQrIhIdT/CQSCPzBqvFqUdrqNndwzokkLl1Mke7kDgEfiaiu55rq7uL4NiSdi7yOoUZ77UHTj1rqWquz47GUoUqrjB6E095cnTTpLlJLASCWMSDLQsOvln+EHvWHcBoXyDyh3KT6jmn/AOkwci4Zzk5VuRwapXlyJoCR8jZ+ZD/Me1bROCTSOueRbm0inXo6hx+Na7s+s+DLtApMsBaTCphQynKhQMD7uT3OAa5Xw9cCfTpLZjl4Wyv+6f8A6+a7TwL5c+rT6dMs58xPORrfBlUqMHy1KtuYg+3AJJrKvTc0nHdM0pTUW77M4DRPEF/4c1Np7CSNBMAkqyrlCM9SPavYPiHq0Xgnwpb6Np95JPdSl3afIHmyyfM8pA9AePTcPSvJfGdnDaeJbyKF7tiGzILwL5qSEfMrFflOD3HBrK1LUb6+W2gu7qSdLWIRw7znap5x/n0roMCjSUUVRIUtJRQAUUUUALRRSjqPrQB7zoYulsrUQiWM4UF2AMbgAcdeDjocVvX0HmWJVpYxvG0u/wB05P69OlQ6TbAWNkoUbBADjPGcZ5rTuLeNrOfzEVguJADyAeelAFbw9EYN8ckKQSiTbtXLBRzwD3Fb1pbY1IyQExr5Mirhtyg7s5A/pVKygInmyRuW4yARnjn9a17OFUmd0QKHLEADHU5oApXAurSYTRgyeYChH+1t+8PSsK6iMtrPGRIqlGVkPf0IrpbqbMTeXIvEZyQSefTiueQtbWcy3IbDHCsTu988/wBaAMbSY57WNrZWjaSLgEjO/wBq6R0WSK0cx4k82MHJyR8w4rmrIGTUPLeRScBjgHhj79siujW0EcsMq3ExXz49sbScdR27igCSCzitru8kWRVedjnYevJ6j196o3cn2FJyzvIkYDuQuWYeg9aeNSl2385R41jkdAPL+Ypn7xC9e/SoL7UrZLGOaKfcAoYMikg47Z/pQBztze2T65alLhY2kyoOSpz2Bq9qxspPDuswpKZVFsXVHTo4HJU/qRWFe6ZJfxSNdROb6NomWWBiXAGRkZ5PB5rV1LSp4vCt8ItTkmtRHJKIpY+VG08A9evPNAHTyi1l0exinhUq1jBvJ7jAwD+NZs9rstCsc0hQHlpDuK+5z2rQ2q2l2DA5P2GDcMg8bfTrVVo8ltzh14ZVH+ef/wBdAGTJEEv4JCPmKnI6jIB5H1qWxhkNpbPHKVUqCy9c/T0pt42NQiPUFWOc96k0w7dPgbHzeXgUAXbhWOiWQY8iWQ9c1y98EhuPl2Rhzz6EmumuXP8AZNn/AL71xut+Y06r5O9HJ5D4K4746d6AORmjsXQj+1rUH604xWG1ANatBjrkGsuaSJ42AC5+lIDbtDsKruPVvagDcgh0uMca/afN9/cpO79a1tch03+0dOuH1q3jCafHGqvE3zjLYYe1ctbTRR7YpFikQY2vtBOPetTxDHFNqWmMwGxtJj5x0+ZqAJ/K0lrhZP8AhJLEY6gxsc1B/ZmjNM8n/CTafjIIDROKy2kjWUFYoyoGMEDmo45Ikud8SFeR1XI9+KAOvtF0SNMSeJdPK5ycI/H0rbtJNDGgaiI/ENmUEsBZ1ichOWxn61wsc0Xlnaq7gd2QgxXTafIs3hjU/lX/AFkGcKB3agB/n6JtOfFOn9P+eT1DK+gvaiMeJ9OJDckwydM5rMuo1kUkohdh8x2DkelVpHiNusQRV2sQx2jmgDpbSfw5buXk8T2JJ5O2GQDNbOmX+gT3csVvr8E7G3f5EhfIGOTyK4y3v1imjEwiZR8uAgOa1tIv4r2/xAuMQSl12gdhj+tAE0+q+GzEsf8AwkVuSFxxBJj+Vc9Jc6IkTga7A5244t5MZ/KpjdR7CSgxtG0mMc+hxWM8wEUqSRYO4/MFAyaAIGksNo26tDwc8RPTUntDPFsu0f5gcBG/wpqyL5IVk59QoqBSBcIuOrDtQBTMkQGBL/46aidkYqA4PPTaaY5x2qMsN6/WgCAdKKQdKWgAooooAKKKKACiiigAp8c0kLbo3ZD6qcUyigabi7o07TXLuzc/P5iMcsrdD/hW0niO1kXcx2nH3GB4/EVyVGKylRhLVo9ChmmIorlUrrzOjOqw3M21EVFX5y546c/4VTn1VAojRd5C7Sc4X0rIopqlFHPXxc60uae5Ynv7ic5LbAOy8VXYl2DEfrmiirtY5rt7mlod19n1SPJ+WUeW349P1rttHvBpviC0nZ5EiL+VKUGW2ONpwPXnI9xXm4yCCOCOhrsba8ttQtomdwM4Eyj7w9SPX1FJopPQ1vidolxZa39rMxvIpUCSXMcKRosifIUKoSEIwvB5zmvOpT84z1AxXtfxF1az1bRbfSdP1eTULqOSN1it5TJ56tvJLKoCZUBOcZyxzXj1/bJbT+V5qSSAfvNhBVT6AjrjvjimhFOiiimIKKKKAFpKWkoAKUcmkpR1FAH07o8US2FtmcB2iRiGBOOK0ZFgNm0cd7EoJ2kspP8AnrXIWTaktrCFRcFQUPXAAFWbtdVa23OsI5PKrjcaAOrhSBpSy38WTOZMBSMjnitO1MKTOz3KliC3yo3A9681S8160gLWKGWQtlgUBBPcVu6Te6tcT6lHciLzEsyPkXGGK8Z59KAOjSXT5LUeXfQiKRsr8mCTnBxWVfx6XN52nXOoLnG9W8tgVHqCK5trzVksreGJEQw/dynUkDOfwrH1q91W508PKPKLsOYk54PPNAHR2+jW6XFyr6usu8iRCIGDKPU9iDW5a2NspsTHqCmNZwzF1Yk5PQfjgc15lbarfw3qZBMjHy1BBIzXSW0+pSatp4nQCISoH28YORyRQB0aabBZ31+g1tZBK7MquCHiBPQHpjNZj2ESqsdneab5eSssTq4DNxyMHj/69ZctzqRa6hZUaSOV1H7ok9SQc59DWBdXepobexSVIHXLMvlknbnrnPOaAOohsDbXeRqdkTMMKjMQOPQ5qzqFnJNpNzbm708boGXzTITtyMEnn0rhrTULm7uGInZ1QA4xmk1Tzfsl7KxZWmg2nAIHTqR+lAHp8tgXg09rWbTpI4bVYxNKzozfKB6gY7iqTWl/86CXRgMdPPIP/oVcvrS6ksemSWlzdRwjTosrGm5TjOfxrJa5lDuwvbsSMAcsmQc9/pQB1F/ZagbuJvtOiRHayhftGM579aiittTRIoY77QTtXj/S+W7dM1yF7LPMxBmlcxJu+dccn2/rT4beW4jijeZ9qjKkJ0yc0AdvdRai3h+yVL7RhcCRxIWlOz/gJzyfWsC407WJlO7UtAx/12Of51NdFU8PaajzuGMkgDbM5xWDcOqoSLmQ/wDAQKAONYKYjtAY9D7U+NAsQYgEdKbPGYx8rZBGMGrEagRqpAPORQBNEsYDDaDkcEDn61reIUV7/ScBdp0mPj/gTVkSyMlvJtUM69DnBGa2daZVvdD3HAbSYxnP+01AGU6Ks+do8s4B46GokRVunbO0Zx+NXwu6bDjcGXByM1Whi3SFVbndxnmgDUtmAtyBsbAOHH96tvTQX0HU18tY33QZCHIPLVlWkbxfwhQM9Rwfb61s6Y4k0PVZoxsbdENjfwkFqAMW6BYqscm4qMHtTZiQLdZMMVbBK96lnmRwNqEMTgnsMe9NuERPsy9AGzkGgC01okkuUVDGwIYDhifXNX9Gt3W7Z3yWWCRAWGDjtn9aijBMiujZGfmHt61paega8Zt3AhYUAcvFcPNp0JC42jkeh9Kz595tnLKozzW2IM2MRJ6pn68Vh32Vtyy/3cbTQBnquY1z6VDki4UcY3DFSu22NMY4AzTDzIhb+8KAMl+hFV2X51+tWXHBHoeKrt99frQBWFLSCloAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACpra7uLOTzLeVo29V7/AF9ahooA0bnXtUu4DBLey+S33o0wgb6hQM/jWdRRQAUUUUAFFFFAC0lLSUAFOXqKbSr1/GgD6T0wBrG2k7iNQfcYq1cFtqR5Tt0PJHc1l6WZ0t4zGFYGJeHJxjA4q5OVcxl02lOQ2en0oAmsQWijGAWkLSCROP0rSsvOne5WLAzEwjdeDux/jWRciBNPle5P7hYtxCnY64IxtPvW1pLP9jDn/WPCzgBQu3cMgcelAETqrRxibBlIVXBHIOMc/j3rLuI/NNzGkyGJI8BSMlG9fetC/IKxkSiC5ZSqzFQccZIPtmsaCSZ7F3mMTyyttEsP3Wx3x2z/AEoArzaR57W0kMkXmRybijplG65B9D71otCiXFvJFbuTM8TOyHgHcOtVLVhDfy3aShoAQjx4OBjOW+hzWukkDRoIRhY5olKnsNy4/CgCjq908OpTsLUiESFWk3nGcn73HH4ZrPvrBLm5ju4rcG4Vgu+QkAp3A9c1qsbtjI4Q+Wk0hdTyxXJ9fTrWfNqtvJPLBHMzPEdjJHjdn8frQBzemacfJaF2QFJG2leiAHmtHWNM8uxvBHfSsiW7F4pOVddh6e+cHNNh87NwsJVZFdZE3fMCO6nvzmtLVxPPot3M8KDNvIAATkLtP4UAQ3EN2bbTWEitC1hCEjb+BucuD2OMUxYL4B43vlkDHCSMvzovpnvVszJ9i0mOSVBjT43K7scDPJFG+OX5kwR1+UgqaAOfvrcm+uN+1yLbp2PIo087ZEOwKgiXndznuMVNfnbeXTKpbFuOB9RTYkX5TsUMFAB4zQBpToE0e0UZYiVzn1zzXJTXM/294vkkt9u9JUyPqCPUV01+zjTLFlViodwcH2rDmAdWJBXPrQBytxo+otDxYzkj0Q1ONE1MqNthP/3zWBcQ+SeJZWH++akjhQ7czSjP/TU0AdInh/UZFw+mzjPBO01oeIfD2p3V/pLW2nyTRQWCRSBSPlYMxwffkVyy2cBZczT89/NNaXiS3VLrRkVn2/2apI3kZwzc59aANKPw5rYlB/s6bGOhOKSz8LawrS77CTDcDJHNcwsMQjctJKD2Ikbj9abbwwtGd7zMQccSnrQB6BF4e1RI8GxkZSpDKWHNasGhahHot9ELYB5fJ2hpFyxG7PevNbSzsp1YNJOWRsEGY5ro9KtrSPwxrQCyN/qgxLknhm4FAGhceE9XI+W0UqW3Aeao/rSXXhbWGuIQlopjXGQZV59e9citrZm7lQ7tiPwWlJ4qxeWFmLkJAu35MjdIcZ/OgDuY/Dt/G6kxxAKMf61eAR061bs9Luba6ZpFRVMTDd5q4B7DrXCxaNaSkO4MeV6FyQSR9a0PD+m20d8koVkcBxgueR05FAGnJpl0unxxlYi6xhSBMvB/Oud1DRL0Qq22Pdgg4lFU2sbH7KG27iVznzDnNZ93bWiRA7Oeg+Y0AWH0+5iK7kjBVeu8EHjpVWSGQSD5RgMD94VW8m1ZQCmTjnk1CIIElQoBncD1oAieJucgdfUVWKNvXgdfUUjqu9srzuPP41GAolTHqKAIR3oo7n60UAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAtJS0UAJSjrSUo60AfR+mLm1hAaLBjXH70DsKtyWUrSHypLZ1OeDMvHpXMaNfxQQJFcSK6lQUyvKjA+WrV7fwoVkgDOqglQE/Q0AdAlpc/2T5T28NzKyjzI2mXDeoz0q/ptrqH2qWBokFuLbEI80F87fuk+3TNcG/iYWbQLEN0Msm2ZXGTFn09q67T72zuklXejr9mO4EH7uOe9AGld6NfTww/upEwBnoRnHQ5rMuNE1GKGa1FmGGz906Ljk9q5E63HpmIUd2t8ZXBMm0jsee/Sm6z4gi1GKGO13JPE4dSwIHHUE+lAHY2WmXiRQyT2U8ckcn3AhIK4Oc+oqa1029aYBrOcSG4UghSBsDjAPHYVyNtrkMfmjyiI3y23cflPtz0q5pGuQT3VsITIY5ZkGWUg/eHFAHVzR3KXMzNZ3X3iBiMnPzGue1GxvpbhWg0i7Dqx2zpb4ZQep6c9Klu9aWDVLlJI5wPNY56jqawdS14wAxwRXDljlWGflNAFyz0/UYprl59IviQdqsIWwyk89Oh4FTalDq0mmywWunahIjxMuxrdgVypHUjmuWh154p55ZC5Rl5QEnHvVu51lms5Dbw3DBo2AO44xtPNAHV3NjeQWGmRvpVxKUs1VmSHcVPII4H6VQWG8t4vl0i/z2VLVwD+lRzaubHStKTY202SN5nmHBOT19ayW8TyAqp807yduHPP0oAsXlrqUs9w6aNqLBkUKBbsOc854pix6gq/NoepB8AHFs/8AhWPPrk0kly8kkoVsbcMRipXv1miKgTZxw245H60Abt5a6hJodmw0jUGJkf5FgYsvuR1Fc/cWmp7Co0TVTn/p1f8Awqzc6jPF4esXlkmaQyuCwYgnAGM81kvrM7MFEk+ev3j0oA5OX5lIJycVJFECoGeo7jvSTEMSwGKmj+6tAFlbQYAyas+JIDJc6ModsnTV/RmqrcXEkUQxHkZABHbNXfELH7ZofOD/AGcMf99GgDFWBvLJDlh71HDbhpQTMY1c4JAzir/ADHbnPWoYCHgYIRlTuIxytAFm2s0fPmE7gcF07mul061Efh3WUdywcQ8fi1YcOFdSyEeYQCV7mtmwDf8ACPazEobO2HAY5x8zUAYbWURudgdi+SCwH5VC0ASYq5MioCDitXbm+XZEEYnseKaqeXq8kUyr8/p0x1oAZaRxyM6ZYeXg7fqM1taPHCupxsG+fY2AT2qgsP2cPJ1DuO2MdsZrR0pE/taMhTvCNkEdBigDnhaoLNXVicqDWdqESBFIzkc9asrd+YBFswqRLzu7n2qjdPIRtlA+VsBx3FAFOW2ZZgwbgjJBpFjAlX65q1KSzbiQBjGKgyN6kd6AM2Rcux/2jUP/AC3T/eFTyDDN/vGoP+W6f7woAi7mijuaKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigApaQUtACUtJS9qAEpU++PrSUq9RQB7vp0Eb2caNCrhgPvfSrlxHalflVVEaksMYxiodMwtrBuGVKA1bmRBK0gbO6MjnnFAGZDa6b5cF7NaGRZSv8Aq2yQD0JHet/SILS61OVIlQwPbvGzqTk5HT6YrKitjp9r9ptFWNAmCvXHBAP5mtrQ1uPPiF3CYZBZN5hjwdxI+8Meo5oAik0TT4UWPaVIUEfNXE+IbBrR5JY2mjumXdhWLB8fw/lXoM0Uc8GyQ7lUlQx64xxzWPqEEhMG6Q7Yf+WgHzKc8/UdKAOf0rTobm1AuHE7g/OBlRg9vrVzSdOtrXXkhiM0UcU0bxxyLwfmGSG7gdMcVY0q1JuZQ29kMhA6EMM+3SgSXMGpmNpNpW+TYrgngkdD6UAa2r2lpcXdzHPb7yS/7xPlwSTxn1rAa10eXFpIqiT7pLD5mPpntWzfTw3Or3Dec5SOV1UISoYZ547NWbeWEFwZTK5aEL8pP31x059fegDlLS2iW7vFYRDygR5Ryc+la6CzktZWFo0Y8t1YsPkBCnp9afaqIrtJVYSJImxyANy+hz1q7OsSWMyszuvksDhevHU460AR3tlHNa6NI0Ebg2KoGkbAB3Nxj8etYdxpSM6gpjCdDJkqc9jXQXUaXWiaXBKwwbJcDOD95ufyqJYkxt8sDIKkigDk57NENxEMZXBAJzk96mSEvyFJ9gcGprpZIFkBKvGsgUMR8wqQwo0yzhdpC4YL0Pv7GgB15ET4d04ZJ/fy8Z56CsN4WU8Ow9s10N2//EjsSMH/AEiUdP8AZWsKVhkkkAUAc3I7l2QOMeueRVuByUG7AIOOKG1bVInwbmMn18pf8KlXV9Zx8t+oz/0yX/CgCxLnyWIwSo3Ae45FTeIjIdQ0RV2jGnrkHnjcaoSeIPEMZIS+38Zx5a/4VravrWsQS6WsOpPH51ikjkorfNubPbgcCgChtzDJtcZ9PSo7PyiSHyGfrgdfxq4mueIvLLf20QPTyU/wpIvEniIqCNbkB3Yx5CZH6UAXSieSAc7ARxnoexrSsYXh0TW5CrEMYSOPdqy113xMoydcft/ywT/Ctm013XToWpXEutSO0XltG4RQEOWzkY5oAxRNIt0uYSARxnipcKNViLQncV5Oc9qmbxF4pZx/xUbFT/0wQ/0qD/hJfEwuzGdfl4Aw3kp/hQBeAWNpUdCY3PQ9BnitPR4nS7GSTlWwCckD0rnZ/Efi9Dj+3JcsuQPLTB+hxWj4e8Sa5fX6RXWrTSgI2+Py1X5seoFAHPYT7NGxXBVVB45qrcBJFLqHKqRnjoav6h4h12L7PnXrg+agY5jTA/SqE2r6y0KM2rTOHbGdi8j8qAK88RG70I7GqKq8XloRx2NXJLzUnDA38hx2KL/hVd7i6DJuuGPPoP8ACgCnKcO/+8agXBuIvTcKlmllMjnzm4Y9ahWWQypucn5hQBEepoo9frRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFLSUUAFLSUtACUq/eH1pKcn3xnpmgD3uwZWsYFYspCDkVJMzmdYwp2lTl/T8Kg069uEtYlS8YAKCBgdPyp02vajFfEDWDEAmfLKDBH5daALtrbfZ7YrhtrKQQ2TtP+Bra0u1eQl1EkR+yFDG2flO3A+n19qqWerai4xLqMuF46KMj34rVtNXuWkYrds22NyRuAP3T3x60AV4yssH2fYVYYDRyDaT+dZ99bpPBtZWDE7M9/ap73Xb9IllS9eJzjAIDZ9s4rP1DxZe2xjP2+RmZwoKbeCfXigDLSykSdjHI8T+YXUAnJ9621WG6vra4XaT5qhznIyGHase28a6peO7rcOkascNhT+B4rfsdau3lt9t2ZGklTIZQMDIz2oAqXTQTapdHaAfMYZ6d+tVJo4xG6GZATyGLDitm+1q4tr+5hN2NvmZViq8dtvT8ay9U8RXlnbmYzI209AijK/XFAHLW0ot7iUSXUaSRgEHcNr5PetG7vYVs7k+faoRGx3pMD2PvUtn4pvbmJhDcwzspxuaNQDjg9utS3Xie6gj2korMpK/uVPOPpQBDLc2y6Lo8UsscchslIdiAD8zetVo7y2WBS11bBsdph/jWzLr90dL0555o3kkttx3RLgfOw446cVkLr0sudxtzgdoVH9KAOeu7y3bzVW5jyZR/GMEc9aFvbONmP2mHPqJRyKsz+Ir5t2BbgiXaAYVIIH4U/+3rvaNqWzAfeIhHFAEeoXtu3h6wnE0exrmUAswAzsWsFry2PWeH/AL7FdTfeIL4aBbMfs7K9w6FGhBUYVTkD15rEbXbgjm3sP/AYf40AccZCWxnOOM1YWb5duO1RSqqy9KkUKu04GR3xzQANAXfegAcDJPrWtr5bfpGRg/2evH/AmqsjAsGA7Vb175n0j/ryA/8AHmoAzGnkijI6A9SB1qxA8siKWjLAdKjOxrcjPGeN1WLcKsII+UY4GelAE6tMjkgMyEYwx6VqWuf+EX1eNV24EeAOe7VVjO2JccjPPPWrcciNouqlBn5I8qPq1AGVO9w+51XOeeOtVprl0mWRurAKW9DSxXpjn/exEIGILDtnpUbx5uJY/mK/fO3nBoA0RezpbFViZyhzwelWPCvmtrrSHIjkVmAP0xn9KzIZWiupBG27dtZVZiOO4rpNDWJ74TxqQxVg31oA5URyNbRl5VKsOB6VDcbkQLt4zwafEiuq7s52Y46inThfJjViSQeCfyoAqvvHbiqjF/NUcFQetX5gBxuCgDmqrbSARjB6UAZ0+4Ty4PG81HGCZEHqannX9/L/AL5pkABuIwem6gCEUtIDxS0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFJS0AFFFFAC0lLSUALQOo+tFKv3h9aAPX7XRd1qp85snke3HT6Ur6cLdjuKNIFJ3Vsaf81rFgZyoyR9Kle1MlzsC5UqevT3oAp2mj3ZAIuARjJUnp+NbukaXPC8sryqzG2kUAsecgkfTFP0mJRbpIWyCoG09j9a0rSQi9EZIJaJ8vtx2NAHNf2JHPEjTy7lUjjPtWRq/hhbSNZ0cnYc7c9a6yWKYQ7rYI5DfOjdWA9Pf61l6gXkkMb/AC7fmIPK47fj19qAOYh09pI2NqfLXft/eDGD71vaZpEC6rFLviJWWI5XuciptOYiOaOVRIplzkdvrWzbwxLcJ5dvEF81X2gcE7hzQBka1o5a+ui8qnfKSOP51hXOmsqKAFBJLZJ6V2GqTJ9suAp3SI5yMEk+1YVy6zJ5iEcKR9KAOVhiYoUh2EZACsOOanurWSOTazLyp2uDxux0qzaOrxXHmbEdMODjjAqy4SSIrgHzRvQ8hWHXH+FAEGqQE6TouJUUiz2kEZYjzH7elZjwYB814c9MCt68MZ0rR/3KmRLV92cnKmRxjj0rOeJQTOu3YwwRj7p9jQBgTRGJXPB2vj5aPKDybinIFNmdlEitk7pexq5EyscbgSB0zQAX48vwzYqAcm8l6f7i1h7McbM/jXQ6izDQ7MBQ5F5JwDz9xawpCGyB8vvQBlSNulHfBqaNeScH8aT7TAG/5Bq/9/TU6X0Q/wCYZH/38NAEiglQF61a1w5l0n/rzH8zUMeoxqRnSYj/ANtDVzVNQiR7DzNLt5N1uCnLDYMnjr/nNAGfszBk9qciSFAA5CsMjHf2qwdThKAHQ7UjGP8AWN/jT4tShKfJoNlt9PNb/GgB4jleFCpHXkEcYq5CF/srVXDFZTFFuA7YLc1FFrbMny+HrQgccyN/jVy21qKXTNTeTQrKMKi+YuWJkHOBndx0/WgDJS380SQMWLN6jB+tRSW5gEj4YyRtjcOp+taMPiOJrhdnhywLDjJkf/Gnf8JD80qjw3p5LcP+9fn9aAM4WqXJiZV+bG484I9q2dBVrXURH5pAlLN5R5zx1B7VHHrLq3yeGtLXj/nq/wDjV/S9VebUkDaJpkLBSRIjOzDj3NAHMRjd5WMcpgfX3qndSyCZFdMAc1qHXSDHs0HSAGGVwzjA9/mqtc6pJJKWbR9NDDgbXY/+zUAZpceYQpOCM4Paqgcea6YI2t61ee6lc7hptmuO4Lf41SkuGMhJtLdec5Gf8aAIbg4mlx/fNR23N2ufQn9DT55SJZQY4yQxBODz+tMimAnT5I15xkD14oAgHSloKlWIPUHFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADSeaUdKQjmlHAoAWiiigBaSlpKAClU/Ov1FJUkMZkmRBnJI6UAe16ZfRgIqltp+QArgA+5q9JeKl1GqklsZZM4YCs3Sr9I7FHWysmZMcvCSx44J+bqRVm51SFrtbiDStLNwPkJkicFvQAbqALmk3d0JY7WW2McJB3Sk53MegA+ma6HTnKyXMSE4WJiob+9tPSsDQPEhvJZ7afTNPhlgkbeio2QPX73et7TNaDszpZWjKIncMin5wEJwOetAGTcWzSSxXUiYkijOdjEDJ9s4qrPdmWSMAMrbgDuWr41u2muU8/SoVjlYIm4lSC3GCM1QmntLWb7ImmWqgNkR7mBwf4iSenWgDPa4kiluWsSPtkbkiJh/rBmtuwkmd7cSM/mZUtuXHO4Vhx6jaTTIs/h+PzFbMbQTkjPfnsa0rW4i/tGOODS4S/mK6hrs5+8M8YoAm1t1bVJkHyuHByGwT6HFYUqulnNKFdeudvO73q/r+q6bbarcLPpEe/zNpfzyobI6+wrKbVdK2Af2MDEY8jFycEenSgCjbFGWVJ0OWXqAeBV1LQx2e1JJniGPkC8LgfwnrVa01HRbiJp00LapwDtuzn/ANBpxvrOO8ER0GQRN8wlW9yrD2+XrQBZv2Eml6IgaVX+zyMAP7vmv1rOeJvKki3PImeMqR+Brbv7vTZ9N0tn0eNYhbMI9s5BVfMYEE4OTkE/jWM82jbsDTJuna+x/wCyUAc46MsJWYDKsDkdcirq4DIwwAV4qy76D5Zf+xpjh9uPtv6/cpGXQiSTpFwMD/n9/wDsKAG3jD+x7Xkf8fjjI/3FrK2Akggc1u3MujnRIohpMnkC5YqTdHfv2jJzjGMYGPrWURo4P/Hhdf8AgX/9jQBzKuDIBVg4xx1qnGv7wVaVPWgCYSYXOORVnWHzJpvtaJ/6E1VAqj2qfWMeZp3/AF6r/M0AM8wbOvPpRnbCzDlscCmbVEOQOamRFKgFQaAJIZFEQOSCRzk96vwSK+hapggnylB/WqSImdpQflU8RU6fqoUYURIP/QqAM+2dwGYL3xkdqBIImd3fLEYDE9zU0ECAtkAgDimxwRyAllDHPegCQXsYMXys4BONozjjrW9okyvqClSD8rHP4VjJYRquQCp647VraMqpqIwu0lG78dKAOajYGCP5ccCmuQrqcDjmrMQUQQADPy5NQXIXzwMcYoArvcAFgcYJ6Cq7yKxNWCi9jz61WdemSM0AV7k/vpx/tmq461PdcXM/++agFAE0oyQ45DDP496jqdQD8p6MR+FQmgBKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooASimn71KOlADqKQUtABS0lLQAVatEK5l6H7qn+ZqvGhkcL+Z9Kv59BgAYAFAHb2lxqMVuUSP5AFaNsdQB0NTuLm4gJmkIAOeD0qfT5fs9papMxZOD5noMDg/SlmlEkpdUUJKhVt+Rg9iOxoAoWEk9xIJXDLdyDy1mUYLDP8XvXY6A0q3NxEsbxrDZTBcjGG2HNUrTy7+BoJgrIDkMjdMdDmtLQIy13KvmyygQzqvnqcoxVuQfTFAHFPe3rIIA6YC7nRhncPSqZ1CczwGeRyDkRl2LGM+gPpW9bMbO/uLie0McwA8uRF8xHXHI56VC9jaXW6N4m3ZLKxyMMOccfWgCglxdIm0kPA3X5eQasWk8T63aSBmFwkyqNhIPLDrWrbReSig4JHPrzUwjh+0ef5K+ZuViw4yV6UAUfEU5bxBfxBUU78szrwRgCsSWNoLYpGY3jJLAbfu/SumukFzfyXRGHkbLDGQfbBqCSzR0Ea5jQKVCjnr9aAORiupLGGVi21C33SM96uSX8vkKIbiJtzZ2FeRWydEt3iKOd2TnJUU630m3tU2oNzZ++QM0AUNWllXS9F/ebUa0bdgZAbzXrHaRxKPMlycfKwXFdhNbLLb20JJxAhQHAOcsW/rVA6FCz72lcyYPzAAD8qAOUe5PlOAxJLZzinfaZmjJ38gce9dAvhiEIU+0yEZyPlHT0qyPD9thQHYAewoAwJJ3/AOEehZ2AP2phn0+RazhI5/5aD611d7op/s6O2tyG2ymU7u+QB/SueePy2KMoDKcEYoAxI/8AW1aUcmo0+xB8m9b/AL8H/GpxJp4P/H5J+EB/xoATGam1j7+n+1sv8zSedp2f+PuT/wABz/jVjU205pLTzri4j2wqFxBncMnB68UAUC3yAYOKdvJI2noam3aQGAN9cgD/AKdv/r1Ij6GjBvtl5nOeLbr+tAEcc5aQ8j5RzWjFu/sPUWIwCqkfrVNm0Eq267vhnqwtv/sq0bOXRv7HvYkubx4sDe5gAKjnpzzQBSjGEPODUNu4RtjMCx54q6t7oAB/0m/H/bt/9eljn8PpyLjUDk5/49v/AK9AEoIwOMDFXNNGNST/AHH/AJVSOpaCMAT6hn/r3/8Ar1esb3S5LwG3e9eQK2FeLaD680Ac9AnyRHH8GM5qG4AFzjPatFbnRwiqjXpCjAPl9ap3D6a828NdZA6FKAKPHPNV3+8Ktu9mCdouP++arSSWu7AMuR6igCpdf8fE/wDv1AOoqzceX58m7cCW54qHEeRhm/KgCZuBn0qGQYkYYxg1M2NpqKT/AFh98H9KAGUUYooAKKOaKACikpaACiiigAoo5o5oAKKKKACiiigAooooAKKMGjmgBh+9RSleaMUAC96dSAYpaAClpKWgCe2B3Me2MVZqvbjAz6mrNMDvbC5kGmhYtiM0YCmVeCxGBx9amlW6+xR78DBBkh/gA9venaf/AGZc6UEuHuSFAyFjzg47Vat5tEhjVGl1NDnBWSAHHv16UgI7WVIpZWhh+bBYxJIArg9wf6V0mjXLy38UjzGWD7NLukJAwAh4wPQZrMkm8NvJCl3cXUbz4UNJBt5Xp0PFbmjW2lWt600VzcssiOSvkYGdpB70Acm91LLpseeTI26Nge24jBH0FWuCVwPuqBmpZdO0WO5jmW91CLy0Kj/RflYZJ/ve9Rgxt80Ls8Z+6zLtJ+o7UALRRRQAUUtJQAUUUtACUUUtACUlLRQA1hkVzfiCBUnilGAXGD74rpsVz/iWJHW3LXS2+CfvLnNAHAxqDk1MqDqMVWjY7TUgcnigCfA6cVa1ZQZrIkjH2dP5ms8E55q5qp/fWX/Xun8zQBE0asw5zmhYtj7gc8dDTCW3cU5Wcn5eaALQf/Rc7RgnkVbtGVtE1Bl4GxePTk1QVJNu3GQe1XIAY9K1AEYBRcD86ACVlMWQecUJkRJVWQyNjIHtS7pUdVPA9aAL0eN+cDPrWrpZ/wBNx/sGsZEYDl/0rR0xCt8mWONrfyoAxYpQsCZP8NQb8sTnOTSxIXhG09uagwQDQASTbCQVbHYgVVeRXfK5qwVcdDVQxMhLEjnrigBbxv8ASJPrUA7Zqe8/4+ZPrUFAFrGaGVWwTnOAOtA6UopgM8oU5YwOqqfzp2adn2oAYY1P8Cj6ClEY9vyp9LQAzy/p+VJ5S1JRQBH5Yo8v3NPoqkAzyxR5Y9KfRT0AZ5Yxijyk/u0+ilZANEaDoKTyl/yKkpKAGeWvoPyo8sYxx+VPoosgIvJ+lBTHZf1qWmt3pNAQFB2UfnR5a/7VPpRQAzyQem78qUwcfe/MGpRxTwKVgKvkn2/OlEL+351bxQRRYBsUexFz97knBzUg60g6Uo60AdBHPboAu4o7RDftP3sc/wD1qlnkkISW1fa8YwN3Ofb61CtvDFB5hyrEAbgOlNkiljYBpHCupYFf4sdKQGrfXkV4ZYZh5uQQOOGP9OlWvBTWa6jbkq0M4SZQqklX+RuP61i6XZh41KbxLkFsNjBNdN4ctI4dbUxgnCyZz/CdhoAyLO9WBmgTz5IpAwZmOQDk547VvWDK1nEV+6RxmsSS1eO7ykygEHehGGyOn1rZ0xt2nwnr8vX15NAFuiiigBaSiloASloNJQAUtJRQAUUtIaACua8Xtthtfct/IV0tct4z/wBVZ/7zf0oA4aP7pqRfvVLHYXQB/cn8xUgsLokfuT+Y/wAaAIs1a1P/AI+bIf8ATBP5mm/YLn/nn/48P8asXllPNcWzIFISJFPzjqM0AUGALEU+3IU+WfvevrVgadd7uUj/AO/i/wCNL/Zt0GDbUBH/AE0X/GgCVKm/5ht//wBc1/rSizmx/wAsgfeVanjspWsruJpLdWdQFzMPegDHlOVLL64P1qypLQBWUZzyakbRrglws1rsY5wZxxU8OlzopD3FmP8At4WgCDzRGqqW4YZ5rR0p916mDkFTVeXSTLAUN3YhxyubgVa0y2kgu0MtzYbQpyUuAxzj0FAGBAMQqyjkj1qMZJYHrWjHYFIwGu7LOOcXAqubQoxJuLXGe0woAqN7VWm+6aumLAP76A/SUVWkjyD+8i/7+CgCvef69qrntVq6XdM53L19agMZ4+ZfzoAsL90fSlpoYAD5h+dG8eo/OgB9OqMMOvGKdvHqKYD6KbvX+8KN6f3hQA40lG5f7w/Omll/vr+dADqKj3L/AH1/Ok3D/noB+NAEtFRbj2lU0gkP/PVKAJqWovMH95KPMH95aAJaKiD/AO0KXcPWmBJRUe5f79G9f74/OgB9NPem7l/vj86Dj+8PzpANpR1pPxBpRQA8dKkWogaeCPWgCSikDD1paADFKByKVVLdB0qSKCV5F2ocZAyeAPqaAOgaBZrEoXJUhRnPOaU20dxEYpHfrhGB6cVNFpl0QfNu9OWP7yYuADn34qRfCqzZZr6z2tzhL0AD6cUgEsbaS1t2I/fNHxuOF3DsK3PD0r/27FC0RVdjlGz1Gw1jy+FL1UVLTWbRecYkvQc/pXQaDpl9Ff2r311pgZN+547oHJKkDj8aAOfbVLad5InDfaFkOARypz61taaQdPhwABt6AYrPuvDFxc6lLcfaNOClf+Wd4u7IJOelattFJDbxxzNG0iqAxjbcv4HvQBNS0lLQAUUUlACmkopaACkpaKAEooooAK5bxn/q7P6v/Suprl/GUVxLHZiCIyYLZx26UAcFGYgnJUfjTw0RIyUqjRQBojyMcNH+dTXskLzQFZI2AiQHDDg81kUUAX0aPfzIuPrU4a3/AL0f/fQrJooA1g1uc5eP/voVZgmtksrxTJECyAKNwyevSsCigDYkktv4WiPtkUeba+WAVhLA88jpWPRQBto9ktwoIhCHksCODWhZS2UeoJL9otYwqsMqQua5SigDWQ2xiUs0ZbH94UmbbYcGLr6isqigDSLQD+JPzprNF/eT86z6KALdy6vcyEOpBPUGoSRnqKiooAnG3+8PzpdtV6tp9xeOwoAGXES/U03FTSr+4jIHVjUe08cUAGKULSge1OAOPumgBkgxCP8AeqM8VPKp+z9P4xUW046UAIvzDNOwKbsbHAOPaneW2OhoAcFyr+yk1ABmrUCHEgx/AaiWPigBmzPFHlD1qTbTgpIzigCGI5kC96XIyR71NFAPtMZ2kHcKY0OZHI4+Y0ANGCKdtHpTShXinqrE4xzQAm2nMOgp/kvT5YmDDj+EfyoAgxRT9ho2H0oAbT8fKDS+S2KeY28qPjuaAIsmpUYZphRgcYpVjOTwfwoAvRFRySB6mtK1Im026jGCAwGfUnArJjgkUfKz4rVtIiNLvNxbkqcfiKAGC5Edt5dyhABxuXkdafEyh0MaBfSqmxSWUFwT/eU4H501hKhQqxGOM+tAG9DcMu0ysHIbPKg449an0WTZ4utmZRllcE5/2SawomZcksST3LVoaGx/4SGzaRJFZCwwemCpoAfNdrK8zwMVbLIQR2ya6ewk83T4HHda4e5DAs43qN7jHUHk12Oi4/sa1wrL8nRjk0AaA6UUDpRQAtFFFABRRRigAooooASiiigArk/HBxFZfVv6V1lch46+5Zf8D/pQB59RRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWtAg8mM4/hFZNdNaafdPaQutrKVaNSCEPPFAFe4T/AEW2Pq7j+VQSR/KK2rjSr37BZkWc5/eSZAQ8dKrTaZfYAFjcf9+zQBSCDA6UGMY4q+ul3pXmzn/79mkbT7qMjfbTAf7hoApSKP7PJIwRMo/Q1C0QMRP8XrWzd6ddf2MxFtIW+0IOF9jVJrO5ER/0aXpn7hoApxqwUCpAcA57VP8AYrjYSIZMYx9w5zTobSeaIg2k2f4vkNAEcMAJmcg5EJqssJIXHOQM1uWGmXjLdjyJiPIbGVPqOKrQ6beIF/0WbOOhQ0AZawkk5AHpUiQMBjtWimn3mSTaTcn+4asx6deED/Q5+f8ApmaAMqCP/TIkZRy4waYYvmkGMgSN/OugttHu/tcLfZJfvDkoapvpF+skp+xT481v4D0zQBkyxAlVPWpBBiUDcMGr0ml33mD/AEOf8UNSCwu8gtZzAj/YNAFLyTin3kIS5Cjp5SH9KvfYLotj7NMM/wCwal1DTbpb4ZtpcG3j5299ooAwmT2qVE+UcVblsbkLjyJev92n/YbgqP3UnT+6aAKoQntSvH+5hyOpP9aupaTjP7iTB/2TUk2n3K2ls7W8m3c3IX60AZZi5GKekJYfIcNn9KtpaS7/APUyHj+4akis7gL/AKh855ypoAZEGZNwXpxgVoQo4sbvptOzH/fQpFtpCq5hfI4+6avR2lwNKu2EEhCbM4Xn7woAypkUqykbge1UWtlwozKB/tH7prRuhIqthHDdhtqqweRkJiYEL3FADIrZkmZ2AYADn1+laujSOdYR5FIJBy2eTwcVnLtVcb8CrulSltRt0VgdxPA6nAoAhkdVd+SI9zElun3j0rqdKIOmQbSCNvUVyclxtLRsV+V2+92+Y10mgTRy6aix4xGSpx+f9aANUdKKBRQAtFFFABS0lFABSkHHQ/lQv3h9a93wNvbpXBjcb9WcVy3uPl0ueD4PoaMH0NeqYHoK5ogHnFdONqfVlF2vc+foZ17Wbhy/icf3rj/HPKWWOeX/AKV6o3Q1whHNehkuH/tPn15eW34n1OY4b6pGLve5/9k=", "path": "000738.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000739
Men Tshirts
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", "path": "000739.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000740
Men Tshirts
{ "bytes": 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", "path": "000740.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000741
Men Tshirts
{ "bytes": 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", "path": "000741.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000742
Men Tshirts
{ "bytes": 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", "path": "000742.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000743
Men Tshirts
{ "bytes": 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", "path": "000743.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000744
Men Tshirts
{ "bytes": 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", "path": "000744.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000745
Men Tshirts
{ "bytes": 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", "path": "000745.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000746
Men Tshirts
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", "path": "000746.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000747
Men Tshirts
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", "path": "000747.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000748
Men Tshirts
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", "path": "000748.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000749
Men Tshirts
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", "path": "000749.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000750
Men Tshirts
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", "path": "000750.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000751
Men Tshirts
{ "bytes": 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", "path": "000751.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000752
Men Tshirts
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", "path": "000752.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000753
Men Tshirts
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", "path": "000753.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000754
Men Tshirts
{ "bytes": 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Vm1SAyeTJCR1D1JqaUh4rOuT8pNYOteL3sb2S1gsJ53U43AfLms59X1y7jEkdtCnqjOCcfQUrCOF8VQsniKdyMYIYe4NfTGnP5mmWsmc7oUOfXKivnvxrC5ksrlk2tNAyuPRs/wD16988Puknh7TTGwZfs0YyPZQK6aexy1NzToooqzMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBD0rxDxh4ekujvAZ7jz2Iz1xnkV7ea5DxBaMl95oACkFhnvnrWVVbM2otaxfUo2kCLYxQ9kjC/kKx7/AMMR3olWVfMEncsQV+lbNu+AK0I3BHSsL2Z0pXOVtfDsWn+V5SCPywAMHrznJrW1MC4tURuRnkVNdygzomQM1FeDCKcjFD11Lsc7eeE7e+eCVrcExdMEgN9a1bHTRYWvlsS3XGTnA9K14iFiHPUVWupRtNNtuyIcbamF8P8Aw+1prK3R3BmmlbH+yMgZr1vFYXhu2CWZnKAFvlU+3f8AX+VbtdEFpc5Ksru3YWiiirMzj/Gtib5bZDnysPuXsfrXD+CdIbTJb8upCu4EZPdeua9W1m3M9g+0ZZfm/DvXGxqYX2EgkADI71z1E02ddNpwXkJqOli9UAEgdSAcZrGXwfbpdS3AgCvIMcHIX6V1kMg9KdcSqsJb2rNSaNVG+pn6ZELOB4geOorJn0mK9aYNEr7wQc+/etmD54SwZcn3qOy/1j88ihaDaMHS/CqabKjRBkCk7vmJL59ag8Q6L/aer6bgYSPeXPoAMj9a6+WQAVFpkP2zVFj2hgeG9h3qk22ZySidRoFubXQ7SFiSVjHXrzz/AFrTpFAAAAwB2pa6UrKxxt3bYVj+J7ZrvQLuFc5Kg8exBrY71HNGJYXjPRlK/nRJXVgi7STPE9I0M2vjG4vAmIfLIU+rdDW/qdnLNGPs7lCTyV64qzJA9rdvHJ94Mcg9j3q1EynGa5Hc7ktdDiRoFw88zXF5PMp/1SSKDtPua6bQofsdk8ZVQQewxmtOby0jLACqSEiFm5GaG7u5UY9DjNV8Pi7ubi4jEYlYllLruBOe9SaZZX8axQXC28qtkOscQUJ6fWuqskDs2QCM85q2yRpkqoBp82lhNa3OD8Y6WZrbTbeFfm87y1A9xXp3w6tJ7Hw81tK+6OOUrGPQYGf1rn/IW5vIgY95RtyjHQ9BXo2n2aWNnHboPujk+pPWtadznqNKPqW6KKK2OcKKKKAErmPGVm15Z2yAnZ5h3DseO9dPVPUoTPYyKoyw+YD6VM1eNi6cuWaZ5D4Q0Y6brWoS7cRNxGfUZ5rqNQ00XsW0MRnrg4zSIhgcKSDgdfUVoQyDjiuVnWlrocr/AMIfbm9a6NuocrjgnA98etbmk24sFeIHitOWRREWqjbESIzblyfem22y1G2hlXGmx3lxKzRK+7IIbuDVDTvCUenzh4VaPD7i24kt7H2rftR/pDjPIq5JIAKXNpYTjrc5HxPo39qTabCowqzncfRcZ/pXpPha1NnoFtESx6sNx5wTXN2cZutSSJQGJOPpXdxoscaogwqjAHtW1NdTmqy0sSUUUVsYBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJVe7tI7yExyDjsR1FWaM0NXBOzujhbuzbTrwwM+4Y3K2MZFDSERZHWrvi0mK6tpf4WRlP4H/69ZS3CtHnNctRWeh105XRk3gi1Bts00fynI+baQaga18xA087OVIKh5OPy71tSW0M43lFJx3FU4rFC5UwIB24FQdCtbVlizvWlAU7T24NTwxfbNQgt8kCRwCR6VWdkg+VQBgdqdotyZPEVoR91ZMH3JGP61UFdmNSTseixRJDEkaDCqMAVJRRXWcQUUUUAJXNa1o6xq97AcBeWTH6iumqrqKb9OuU7mJv5VMkmtSoyaehxsDcVU1C6KfIXRA3Hzd6bbXQIw3Wp2Mc+5GAOfWuR6M7IswktBGxWC5KxucvskGP/rVPZOthIY4mQq5J+/kk1ZuLGMOpWFG+oFSLbRW8e8RqCfQUM1draMsSS74lPc10nhiySKx+1nJkmJ/AA4/pXF3N3tXCjJPAru/DRJ8P2oPVQQfzNbUkclaTsbFFFFbnOFFFFAHO+JNNie2a+XKyx4Bx0YdK5qBuOa6/xKSNBuMf7P8AMVwttcBhgn5hXPVSudNKTsLf3b+W0aK2TwGHasyLVNRij+zPFHJIej5wMe4rRuLZLk7txVx0ZTgiqDxSRzbRcuDjuoP61kjqjruyxpd8yRlbll83PO0YFaE0ny5B681mR2hQ+ZJM7E8Y4FS3FwqJ15A4FC1IlK2h1nhbSgVGozEMWJ8tfTHGa6uqumwi3022ixjbEoP1xzVquyKsjhlJydxaKKKZIUUUUAFFFFAHO61oyuj3cJ2sgLMmOD64rEgbHeu4nTfBIn95SP0rzq3uADsf7w4rCpFLY6KU29yW/umiGN6oDwC1YotAjs1vcbfMOX2SCt4tHKSjYOR0qlc2MY27IUb6gVijqi09ypaldPnYROhEh5JfJJrWM2+AMeCarR2sUMfmeUoPsKhuLsInAzxjFC1ZMnY63wtZoIZLxuXZii+gArpawPCLMdDUN95ZGz+PP9a3664qyOGbuwoooqiQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiimO4RGdjgAZJoAwfFkAl0+Jz1WTH5j/61cFJcPbEqwO0dx2rc165mm1qzZmOx9/y54VQP/1VXubFZRuxWVaPJKzNaL5o3KNtqIZuTVptRTBA4I71mS6Q4YmEkH2NRJotw7gu7AfWsdDdXCW7uLq58qEBjnk9hW1psQsJoHJ+46szevPNTadpkdtGCFGfWpbiIKDQmFjvY5UlQPGwZT3FSVyfhaWWG2hS4cnfuXLd8E7T+VdXXZKNjhi7i0UUUigprAMpB6HinVh+ILlxaSQxOV+Qs5B7elOMXJ2RMpcqucRfxNbXDlP4WK/XBqmmpYfByDnkGtDT0NzpcBkHzGME1WudJVz05rkejsdivuWU1FAgJ5qpqGpbFwjA+gqm+kXROA7Y+tXtP0QK4aU7iPWloXqQ2FtNMRcTjGPur/Wu+8M3EYsGgLASK5wp9DisRrdVjAAxjtVazEy6xEY2Ij2NvA/DB+v+Na0femkY1tINo9Do7VBazefbo+QSRz9asVs1Z2OdO+oU1mCqSTgCnVVmkEjbFOQOtNK4zH17UbeawktlLF3Ixxxwa4G7VrWXeoOD1xW9etI2pyxvgeWxAA/nUNzbLPGQRzXLUleWh1U42iYlvqI3fe61f82FiCT8x6VlXOmMjloyQaqMl8G4XBHfFZ3Roro1L3UUXjHIFQ2ivdzLI4ITIwD3ostMluHDz847VrPCIMbe3pTQmenIu1Ao7DFOrM0W9e8sIZJDkvGHzWnXYcQUUUUAFFFFABRRRQAleZ6vAbe/uPLx8sjD8M13Gs3DpbmGJiruMkg8gVwmmA3OnKZOpLfluOP0qasWoqRdKV5NFAaiVfDZB960I9RUR5PJqvdaUr5GKovpFznCu2361zaHSrou3+pBIztYfSq9jBPdMJ5hhAflHr71LY6HiQGUlsHvXQfZlSLaBgDsKNtgtfc1vC1xGkE1uzgPvDKD3yP/AK1dJXnUSyjVbbymIXLBwOhGP8cV3ljP59qjE5YcN9a64R9xSOSo7VGi1RRRQIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACkoqvPdxwcE5b+6KaTeiE2luWKyNVvUMXkRtkk/MR0xUc95LLkE7V/uis+YFm47iuinRs7yMJ1dLIzdahy9pdAcLlD+P/AOqnwgOgqyQJomtp1O1u/pUAt5bRwHG5P7w6Vji6L5uZG+Fqq3Kxpg2nIpfLB4q2UDLmmBQDXFY7RUXC4qGSEzOI179T6D1qwAW4UEmpooTGhPVm/SuihRc5XexhXrKEbLcjYbAqJwFGK0LbVXiwjrvReM96z5Plbb+Jpyrge9enKMZKzPMjJp3R0MN9BPwrgN/dbg1ZrlwpPbNWoZ54BhZTj0PIrnlQ/lZvGt3Nie4it0LSNj27muclP20XCv8A8tQR+BqWd2kDFiST3NU9zxuJAMg9a0pUlH1M6lTmMjTgY4xE3BT5CPccVfeANzTprIySNc2/VuWTvn1FSQHemCCCOoNebWpOEtT0aVVTWhXWPHBqWKPBzUjIAacMCskjYbIBtotofJRpWHzP0HoKmSBpGG4EL1571ZFu8p7Ae9d+GpcvvyOHE1eb3IakdtdS2p3IQcnBB6Gti31ESpl4mU/oapRWiRnJ+ZvU1YAq6rjLZEU4SjuyZ7l5OB8q98daj/1co/ukUmKk2+ZHjuKztY0Zg67p5S4F7GMqwAkx2PY1nKARiutH3CkihlPBBrKu9FKt5tp8ydTH3H0rnq03e6N6dRWszBlt1Jziomt1x0rRkjZchlII7EVCFGelc9joI4YQidKimheZgka5djtUe9X1iaQhUUknsBzWvYacLQfaLgDzf4V/u/8A160hByZE5qKLFnEum21tCn3YlCfUVrqwZcqQR6isgkzOWIwo6UJI8RyjEf1rrcTjubNFUor5TxKNp9R0q2rBhlSCD3FQ1YY6iims6ouWYAepoAdUU08cCFpGAFUp9SA+WIZ/2jWdNI0pJZiSe5rWFFvcylVS2GSTfarmVmzh+mfSubsI/sxa2bgxsV/Wtgl0KyKO1Rz2f2hzcw8OR86+vvWuIouUFboTh6qjN83UY8IYZpqx44NT25JXawIYdQaeyAGvLaaPTTuRRR/NmpXHy0DipFgaUjIIU/rVwpubsiZzjBXZDawhN07DkjC/SrVtcyWzmRDz6HoadIuAc8KKgXLNk/WvXhCMYcp5E6jlPmNuDV434lUofUcir6SpKu5GVh7GuZxTkZo23KxU+oNYyoJ/CaRrNbnUUmaxYdUlj4lAkHr0NX7fUIZ22glW9G71hKnKO5tGpFlyiiioLCiiigAooooAKKKKACiiigAqKWdIU3OfoO5pZpViiaRuijNYU1w8zlnPP6CtKdPnZnOfKTz3sspIB2J6CqpJpeopMV1pKOiOaTbeo01HIvQjsalNNKhhg1RNindXlvaELM2ZD0jUZdvw/rTbd7q6c+ePJjHSJD1Hu3f6DirSWsMedkagnqccn61JEmxwvbtTurE2BkUIQqgHGah2jcP1q9gscscmqKAvNIn91tg/r/SuSdFSmjrpV3GnK79BksCXMOCi4zwwyCD7HrWU51+zn3Wksd5aD/lnccOfow/rmuhaNVjEagKqjHFJsGB6V1KSStY5dW7so2twbtFl8l4ywyyuMFT6GroT1/KlyBSjk0N3KSsLnAwOKaTTsUlAhhGahJWKNmkZVRepY4AqeontopHDSIGI6Z5xTTsDRn/2jJM22wT92Dhp3Xgf7o7/AF6fWtKGFUXLku/d2JJpDEByo5H61ZTJQYPB6ilKzQldO5VdAGPp1FNUA7V2gsecEVJeDaIwv8R2f5/DNSwRDPmkfMRgewrlhTjCUpM65VZThGKevUitNM8m588SSIp/5Yq3yH3I/wAMVqhaaRh6kQ0Sm5O7KhBRVkG2lxT6TFQWNxTlO1s0YooAlKhvmFRGTEnlx8vjJ/2aUMQCATg0RAK/AxmgViOSyt5uZEJP94k1ix2fmXZh5G0ncfpXSbRkn1qsLZVuJZB1kIJ9vas5QUmaRqOKZBFEtnFuhDMepHXcPSnr/peJFOUIyDVho0jhCKMKBgColURklPlz1A6H8K0StsZvXUJFCLtHeoitSuSxyabimBHtFKjvC2UYj27U7FG2gY+TUHEeAg3+vaqEkskpy7Fj71ZdOKrOmDWlNxRjVi3qiMmmkZp5ptdBzEJwgcsQFU5JPAFUDqbSErp6CTH3pmB2qPYfxfyrQkt4pSPMQNjseR+VKYgMFRgjpVJrqKwkEWF3SsZHPV2P+cUroN3selWIs7BtOPUVDeAxxKU65Cj8a5a0FJPTU3w9Rxmk3oRLjgYBJPAIzVG8s7hdz2Nw9vOegTlCfdTxWrDEM+YRyowue1KUG/PfpWtNKCsjKc3UldmJaX2qqy2+q20ZZh8s9uDtPsV7H9K1o1O3JGM9qlCgUEVblcSQ3bRTqMce9K4xtNIqQDmhgMUXCxNBqj2zKs5LxHjPdf8AGtxHWRA6MGUjII71ydwNygVLpeotaSeVKcwsf++fesatK6vE1p1baM6qimgggEHIPcU6uU6QooooAKKKKACiiop5RDA8h/hGaNwMnVbrfKIVPyr9761SBqNmLsWJyScmnoeBXfCPKrHFOV3ckDc/WnVEfl2/7xFPBpiFoxQDS0DExTT2PpT6Q0hMm3fLntUUK8tIR3/Wmu58vCjLHjFOiffEPlx2otoQK3X2prEKuTTutQTN822gtCK2c+tSA4qFfvVKOSv4iqEPByKXqKjRvlFPzSGGKMUtFIYlOiOARSUinDUEsWX946rj3qwq4GKrwktIzEcdqtCsar1sdFCOlyXGY1I6jg0A4NJGeSh/i/nSPwM1kbkwOaWoweKeDQAtFFFABSg4IpKKALHakxihT8opkMqzoWAIwcYNIkSU5IFR4pznLmm0yhCKQilooATHFJSmmM1ACM3FQHkM3YDNPduAB1NJL8sGO7HP4UAVUORjuKUimn5XzT66Kcro5akbMTFFLRVmYRHBIom+YqmO+aQHDdKaJCLgErweAadiGTEbV2jsKYBTmP4ZpKRURKMUtJSLsJjmgU76UwnigVhGOG/ECkc8/hSTNhVI9RTScygeoppCYjjnFVXTBNW2559aikFUmI1dCvDJG1tIfmj5X3WtquMs5ja6lDL0G7B+h4rsq4q0bSudVKV4i0UUVmahRRRQAVn6u+2xI/vMBWhWbrQ/0IH0cVVP4kTP4WYYp4OAfpkUwUjtsXd3Xn6jvXoHCyUtk/iTTlqnFKGd1B+62KtIeKTVgRMKdTAaeDSZQuKMUtLipYxEGZMnsKc/FC4BJpHwen86CLDB0qo5zIfrVsVTb77fWmiuguccjqOafvAPtnI/KmdOefeq8kuxlUnkPt+oPIq0iWW16AelSCoEOamBpDJBS4pAadUlBikbgHAp2KCM0ritceowQo7CpRUY+9mpB1rmbu7nZFWVhDxz6VJMcruHfmmYycVHJJiNVPXOKRRMpqQGq6c1OtADxS0gp2KAEoxS4oxQBNH9wCl2gDjj6Ukf3afUiKpPJ570lL3oqhjaQn2pTTTQA0monanMaryuPWgCVQZJlHtmluCCeOmcD6Cm27fKzjr90UjkM2B0UYoAry9DSryAfWiXpSR8IPpWtLcxrbIkxSYpaXFbGAh4qRV2xge1MIyPSnkjBH9aRLIz1ooPWgYoGgopRQaRY01G561Ix4qCRuKaEyKV8qR6UiSBpBzxg1BK+KqCdjOI17jn2rSKuZtmsXBHFMfpSIp2gk80rDg1JSKU/HNdvC26CNvVQf0ripuhzXYWTh7CBgcgxj+VYV9kbUd2WaKKK5joCiiigA71n6vj+z2z/eGPzq/WRrMylUhB5zuI/lV01eSIm7RZkrTyoIpijmn9BXecZlqBbaqYe0seV/4D2/I/lWmh4rnteujaXVrc4zskGR6g8H+db0Z96cu4kWVp461EpBqUVmUPHSjNJkYpc0ihCaaTTiaYaQxwqm+PNb61azgVUPLZqokseKpapB/ojyIPmQZH4HOKvCq96f8ARnHtWi3IYW0qzRJIp+V1DD6GrS1z/h26M1k8R4MErR/UdR/Ot5TUy0Y0Tg08VGtSA1LKQuacvNMyKsRx5QEDms5uyNaa1G4xTyOQaMdqUjK1gdAN1rN1eX7PaNcbgoiYSEnoF6Nn8K0Scis7VIPtdnNbkZEsZQg+9AFq3lSWNXRgysMqw6EetWlNZtmgt4kiXhVUKPwq+rdKAJxTxUSnin54oAfSZpMmk/GgCQSbRijziajxRQAtFJ+NGaAENRsaexqFzQAxzVOd8VPI/FZ826ZwitjJGTjOB3pgaEGREuOpp5HRB9TTUOQMcDtTidqkjr2pAQSnO4joOBSJ9wfSln+RFTv1NNjPyitae5jW2JRS5pAaMitWYoXPpTTTs000hiA06mdDSgigQ+g9KQGkY8UDGOarSNxT5HqpK/FUhMgnfHeqlnMGuZSOzbSfpTpmLNiqqt5V664wGAcfyNawRlI6SNgUFJJyKrWsmVFWmG4Vm1Zlp6FGY8Y61vaBdM1ubaQYKcofUelZXlop+blvSnx3a2Usc7HAUjOO47ipqxTg7lUm+bQ66imqwZQwOQRkGnVwnYFFFFACVg6hh72UZ5GB+lb9cpqLkatOVOPmH8hVRqKm7sUqbqKyDaQaRjgGgPxyP8KR3GOtd0JxnrFnFKMoO0kcr4p3Na/LkncDx25rfgkJGBWZrQWSBogfncYCjqav20bwN5Mq7ZEwrD0NaTtoiYpmjHnFTCoUqUZ7ViWPB+tLmm9R2pwpFBSH8adSUARvgDnvxUZTuKLziAfUVDFI23nJ9+9R7eMZ8si/YylDmiS4IFVL1v3TD2q3v/A1UunXYxJAAHWumDT1OeSa0Zz/AIeZkkvwcjM+QPbaK6aMk4rntPQi6uJhzGzKAc98V0EP3BSnuUti0KeOvWmKaeM9/wBazGhScAk5wBzT9N1BLn9zIAso6Dsw9qq3beXayN7Y/OseNiHDAkEHII7VyYiryySO3D0+aLZ2bIG6/nULIV+lULTWAAEuuvaQDj8RWiJY5F3RyBge4NKM1JaDcXF2ZAxwKrMcydParEz4Hb8qq/x1tFdTKcug8LzViMVAtTr0qDQnFOFNp1IBaKKWgBKKWkoADSUtNPSgBD0qGTpmnt0P0pj8pTAoSsSD9ajgXe7KeMjGae33T9aiMqwqXdgqgj5j25FAF5BjipMZIz0HJpI03kEnH4VaVFAwBn3NAFFomlckjANMdAhGOlXLmWK2hMsrhUHc/wCeTWJa6k1/dzYXbEoGwHr9TTjJKSRE4txbL4+tOz9aaM0Y5roOZDqKWkpDG0lP700gUAJnmkc8UGmv900AVpT6VTkJxVtz1qpNwDxVokqHqap3DSrexNHGHjEbebnqqjBz/n1q5jJ4PNbvhrTllNzczIrI6mIAjqD97+golU5FcIw5nYy7SZAufmJ9MVeEzuPlG0eprCdJ9J1i4sJpCVRsxkjqh5X/AA/CtWKYEZ6/WsKmLgtkbQwkn1JSdgO38zWdcktkkkn1NXnbIqlOODXnVa86j1PQo0YU9tzr/D9ybnRoSxy0eYz+HT9MVq1zXhGTMF1Fn7rhsfUf/WrpK2g7xTMJq0mLRRRVEiVyE7edezSjozkiumvpvs9nK+eQuB9TwK5aMYXNY1X0N6K3ZYXgVBOy7TwKcZMCqlxJkGogaSG6XYjUNeg3KCkR8xuPTp+uK0dTj265N6MFb9KteFrfbBNcEcyNtB9h/wDXNM1Uf8Tk/wDXJf613UPiOGvsQp1qUVGvWpRntXScooOacKbz/wDrpwpFAaKKPxoAq3p+VF9TmmRDApJ233GOy8UbgteXXlzVGenQjy00SORjkCsm/KlGGBzV6SXis9h5s6r6nmqppt2FPTUdDAILBVAAP3j9TWlCP3YqtIcxGrcYwg+lemlZWPMbvqTL2p+fSmr0pwzjvQJFXUTi1A9WFZ0SVd1R8Rxr6kmq8K5WvMxT/eHp4b+HcjmbC8VXhknMypEzK7nAKnFT3KMelTaVCGuHkbqg4/GsqUeaaRpUlywbNSNNkYUuzkdWY5JNOA+ag9aB94V6z0ieYtZD0qwvSoI+pqcdK5zpJh0FLSDpSigBwpaaKdQAUUUlACGmnpTj1FNP3aAGP90/So+q1JJnYaiU/wA6YFNuHcVVlRJoZIXGVYYIq1NgS59apyNtyamWzHHci0vxBC0CxzRTCVMqw2gjI465rQk1piuIYgPdzn9BXJP+51OYdAx3j8a0o3yM1yyqy2N1SiLezS3DGSZy7ds9voO1Gif8fMw77f60koyKbpR2alg9GUj+tKjL96mwrL900joM04U0Z96cK9U8tC0UUUDCkNLTSeaAEI96Y/3TT6Y/3aYFN/vVBKPlNTy8PUTmmSUlUFvcV3Wm24tLCCEdVUZ+p5NcVAu66jHq4/nXoArCu9kbUepznirRX1K3W6tVzeW4O0f89F7r9e4rkrO93qBk5HUV6jXm/iqx/s3XxcRjbDdjdgdA4+9/Q/jXFVjdXO2lLWxYSTeOtLKuVqnaOWUEdKvkfJXKdJY8MT+Tq7Qk8TIQPqOf8a7SvOrSXyNXtZAekq5+mcV6JXVSd4nLVXvC0UUVqZGNrcvyxW4/iO4/QdKx3G1as38vnanL6Idg/CoZhla5pO8jqgrRRQaQ7iKglJNWxEBkk1CV3SLxxuH86cRyeh2WmW32TT4Ischct9TyayNTIbVpCOcKoP8An8a6PtXL3DeZqFw4/vkflxXbRXvHBVegi9alqNfvU+uk5hw/zilFNzSg0hodTSdqlj2GaU1BdNtix/eOKmcuWLZcI80kiFRkFj1PNV5nINW0H7uqsse568la6nq7aFZnJFOs49zvIf4Rj86fIoHyrUlouIZP97+ldOHXvq5z4h2g7DcZyPerq8KPpVNR+9xV3BxXos87oSKOBTuKaOg707NIChqq/u429CRVaBuK0L5Q9m/qvPFZcLYFeZi1adz0sK7wsWnG4U/TzsuHX+8ufyqMNkUxJPKuY27A8/Ss6MuWaZrVjeLRqk80KfmprnmgHmvVlseZHdFmPqfrU4qGPv8AWpl61gdJKOlFA+7RSAcKUU0UtAC4oPtRSGgBrcEU3+EfWnNTc8D60wGv9w1EDhvxqZvu1A/BoAr3I6H/AGjWbc8K1ak/MbexrNuvun3NRP4WOO6MDUEYPHMAcA7Sf1H9alhm+Qc1ozQK+hXrEfdliI/Uf1rKiiytcdRHVF3L0b71pu77PcRzDorAmm2wxxU10g8qoTs7jaurG8CD9DS1U06Uy2ETHqBtP4cVazXsxd0meQ1Z2H5pKKQ0wF7UwnBp9ROeaAFzSN0pM0HpQBUn+/moW6VPcCqpPy1RIlucXsX++P513orgITi5j/3h/Ou/FYYjobUeotcp4xiiuorWHevmpIWI7hcf/qq7rOtG2f7LakGbGXbrs/8Ar1zeWeQvIxZyclmOSa4qk0lY7adNvUWGJYkCimzSYXANOc7R71Tmk4rlOkhMhFwrZ6EGvUVO5QfXmvK4Uae5SJBlnYKB9TXqirtQL6DFdNHY5q26HU1jhST2p1V76TyrGd/RDWxicqjeZKznqxJqdxlaqQZq2T8tcaep2taFdxxSW8Pn30ESj7zjP0HJ/lRI2DV7QIvM1CSUjiNP1J/+sa2itTKTsjpCcKT6c1yaHdub+8Sa6e6bZaTN6If5VzKDCAe1dtHqzgrdCVetO/z6U1adW5iLSjrTacKBoWqd2cui/jVw/Ws65Ym4+gxXNinamdGGV6hYj+7UbDmnxn5abKcV58T0JFdwAM96kt1xbk/3iTVeVsg1cHyxhfQYruw0dWzjxMtEiGMfvDVsVXhGWJqwOtdbOJknYUA+360dKP8APSgBsq7oHXrlTWGlb44NYUyeTcOnoa4sZHRM7sHLdEyniopTyKVW4qOQ1wo7WaySeZAj+oqVDlvwqlYvm2IP8LVbhOXr1ovmp3PLceWpYvR9KmXtUSdKmXr0rM1Hj7tFA6UUDFzTqYD2p2aQBRQaBQAx+9Mzx+NPY1Hn3pgKx4H1qGTFSE8Co36UCIX5Rh71Qmx5YJHQ1eY8n3FULo4ib2apn8JUNyRrVj4XvJcfekDD6KR/9esC243A9K7qS3CeG5ICOlsc/Xbn+dcHAelctRbG9J3uXYFGaW7P7vFLDUd23ynFYM1Re0Rs2JHpIw61pCsnQWzaSj0k/pWt07169F/u0eVVVqjHCkpaaSc1oQL2qKQ1KOlRSEUwG7qU84qINTieR9KAIbgcVSLHBFXZz8tZksgViM8nsKpbE7sfGwE8R6DeM/nXXanrEOnxlAwe4I+VB29z6CuMWOR+WBUZzjvSupMu5sknkk964MTXi3aJ3Yeg95Dxvd2d23Ox3Mx7k0/OKiLbBjrTHmAB5FcDdzuFlkxnNUpHDHikeQu2FrrvD/h5YVW8vEzIeY4z/D7n3/lVQhzMic1Ej8NaE8ci390u04zGhHP1NdXRS11pJKyOSUnJ3YlZ+stt0yQf3iB+taFZHiB9tnGv96T+QpS+FjjujCh6VMzYWoY6dK3y1yo62QO1dB4di22Ukp6yP+g/ya5l35wK7XToPs1hBEfvBefqeTXRBGFR6WE1I7dPmHqMfma58emK2dYmCWyRd5G/Qc/4Vig554rtor3TgrPUlH+c07J96jB9xTx9BWpkL/OlFJS0DQ6syXm5c+9aIrMzukY+9ceMfupHZhF7zZZU4FQytk1IDhaqytgmuKJ2sbkNIoJ4zVouSOP1qrANzsx7Cp+BzW6rSgrRMnRjN3kTRDA5qZeh4qKM/KvuKkBx3Feir2VzzJ2u7Emf8il+ufxNNzn0pfwpiHCsvVY9sqSgcMMH61p1FdQ/aLdkx83Vc+tZVoc8GjWjPkmmY0bZpXHFQxkqxDcEetTMdyjFeSeuS2T7S6+vNaNqcyflWPC+JlwcZ4rYsFO92xxkV3Uqq5FA46tF8zqGklSDrUa1IPpWhkPB4oNIDxRQA6lBpgNOoHcdSE0maQmgY1qYaeTTCaBMQngUxqU9M0xiaBEDn5qrLF9ouoYuzSLn6Z5qxLSac4XVIM85JH6UpbDTN++XdYXKjqYmA/I15nC3C16kyhkKnoRivK0HlytH/dYj8jXLV6HRR6mrEflqvdcr1qSFspUNyevpXOzoLnh05iuB23CtsVheHMlLg+4/rW5XrYf+Ejya/wDFY4Gg4xSUE8VqZiZwKglbmlZwO+KrySBxhTn3pSkoq7LhCU3aKF346nFHmAng5qHaN2SOKfgenauWeKf2UdccGl8TB8vwTj3qNYY0OQOf7x61ISAKiZ88Cuadac92bwpQh8KGysqAfWqruOuaW6kwAoOSOaqpFPcyiOCN5HPO1BmsbXZpdIWSYdKijimupVihRnkboFGTXQ2HhOeTD30nlL/cTlvxPQV09lp9rp8ey3iCZ6t1J+prWNHuZSrJbGRonhtLHFxdhZLjqF6hP8TXRUtFbpJKyOdtt3YUUUUxBWF4lOIrcerH+VbtYPib/V2/1b+lRU+Fl0/iRkR9KZM/WlQnbVaZ85Fc0TqZa0i2+2anGpGUQ72+g/8Ar4rtqwvDdp5Vo1ww+aU/L/uj/wCvW7XVFWRyTd2c/rT7tQRc8JH+pP8A9aqSn2qS+fzdRnftnaPwqNcev4V3QVoo4Zu8mOBJPSnZx2poA9DS/nVEig0oam0mM0DHlsDNZsOCxq5KpeNl9RVKLqcVw4zod2D6lhmCpVGVsmrEz7RzVCWaOM75GVUzyWOK5YnW1cvIvlxDJxkZphlDHaDmqZnkuOVHynvU1mpaZh2Ufzq6a5ppFVrQpto014AHtUueOBUYx60/A9K9Y8Nj/wAKM0n5ij3/AJ0gHbqXcKZ9aQ8UDMnU0VLgOpGWGWHoaiQ5ix3NN1qG6WZbiAoV4V1Y449qbbsdxTHPevMxNPlnfuerh580EuwhJUk9MV0Wmt5lqJMY3HiudufliJre0QH+yYC3cE/hmigtR13aNjTFOFN704dK6jjHCkzR2op2EGaN1JRk07DHZpCfWhSBSHFKwCEnNNJp3NNp2Aa3amNTz0/GmGmIhkGarRN5d7A/pIv86syDiqU3BB9OahoaOsupPKs5pM42oSPyrzC6jMN+69sg/nXomryf8S0gf8tCB/WuG1qPZcwyDoy7T+H/AOuspwvTbNKcrVEh0B+SoLonYTT4Thahu3HlketcLO80vD3+onb1cD9K2d3FZOgLt03d/ecmtOvXoK1NHj13eoyTcDVW7uhAFAwWJ6egqY8Vi67BdFVntim5Rgh+lVNPlfLuKk4865ticXJm5L4X0psmo2dsQkkyBzwqk8n6CuTuNB1/URs/txbdCclYIsYH1zmtDRvBuj6LcC7dpbu9H/La4csRnrgV5jk5atntKKjpFaHRxuZkDY2r2zSPIF/i6VVm1FC/lRMrMOqg5IqEmQDewwewqGymrotNcDtVaW4KgksFUdT6VXllCcZAI5JPaqwge/b5+IB0X+97mtKNJ1Hoc1arGmrsilv3uf3dopwTzKR/Ku68FxGLR5Fc7pPOO5j1PArmI7aOIAKBgV1Phd8LcR+6sP5V3SoxhDQ4FWlOep0dFFFYGoUUUUAFFFFABWB4mPy231b+lb9YHiT5ntV/3j/Kon8LLp/EjGwQnTiqRDSS7F+8xwK0JBthJJzxSaHb/adXjJHyx/vD+HT9cVjBXZ0TdkdjbwrBbxxL0RQv5VIaWoLuTyrWV/RTXSlfQ5Gcw53yu395if1pQMe1NXtUgHqa7jhbAHtTsYppPYUEmmIOPwoo7jntSGgYjdDVGIZJwKvN9xvpVW3T5c5xXBjN4ndg+pXuiRVRzaIPNulRvLO5d2MKfWrN2f3uK5e5vJIdWZ7u3MkGf3WBnb+FYQhKSdjr9pGMlzM2v7Qe4GYomWLs5GAfp3q7pTiQzEEHBCn2NYG6/wBUOFDQQnv/ABH/AArotHsUsLIRqOSxYnuTXTQw8lLnkc+KxMZRcImiBTvxpFH5U7jFdh5oo5GaD+ZpMnGaB3OaYB0pD+NGKSkUVNSh+02MkXIyKwtNM6Forgkuhxu9RXUEDnNZt1bgHzUHIrKvDng0bUKnJNFbUBss5H7AV0enJ5enWynqIlz+Vcxf7prGRM84xXXQjbDGvooH6Vx0Op24jZEg60tIKXtXScovaiilI4qgEpKWjtQAlFFJQAZpKXr2pKAEbpTDnmnmmGgCFxxVKcZBGKvuKqygY5NJjNDUJN+m2Yz94A/kK5zWo91iH7o4P58VrSzCW3tVH8EePxzVDU036ZP7Lu/I0+X900ZqVqqZkW3KVWv/AJGwe4qezOU9xUWrAMi+o5rymj1joNKQR6Vbj/Z3Y+pq5UVsnl20SdlQD9Kk7CvairRSPEk7ybA1XvY/OtJIj/EuKnoOO9UI4Y3d7pswjlOY+gduw9zV+OznvwZL2+2QHpFBxn6t1/lWrqNjHcwsCoP4VyctlqVijC3c+WDkKRmuWth+bWJ3YfF8q5Z7G/8AarGwAtrKAb+uyNck+5/xNRzXTKheYhOO56VlWmpsLcQ2tmyzH7+Rxn1J71bg0ia4lWe8csey9l/CueGGnJ66I6auLpwXu6sW2t3vp/NbIhHQH+L3NbIVUGAOBRHGIl2r0px9a9GEFBWR5NSo5yuyNl/KtrwyT9vlHYxf1FYprW8OybdTUf3lYf1/pSqfCwp/Ejr6KKK4jsCiiigAooooASuf11g9/Cn91M/mf/rV0NcvqpLatJ6AAfpWdT4TSkveKlwv7rA71q+F7YJZSXB+9K2B9B/9fNZc+ShA9K6PSIhDpVsgx9wMcep5NTSLq7F+s/Vm26ew/vMB+taFY2uSYWGPPUljXTTV5I5pu0WZKetSAZpiVMq56Cuw4hu3J70Ec1JsNJsPTj86AI8HNBzin7G9P1o2Mf4aAuV5CQjUkKgR1JcqwiOR1IpkRxH6GvPxb99I9HCL3GzPlTzLxFPQ8n8Klks4ZWyyAn6U9I912XPQLxU5HNdGGVoXMMS/fsVliVBhQAKsLwqimkHOOtPU5NdCOYlHpTgvFC89qfsPoaBDNuBSYOOtSbD/APrNBRvQfnQBHg005zUu1vSjY3900AV2zTCueD071ZMZ/un8qYUPpikMyEh8yVIj0LAH866kda5+Nf8AiZov/TYV0ArhpK10ejVldR9B1LikpwrdGAlLRRTASilo70AJikp+KTFADKKWkxQA2mnp0qTFNI96AIXAwaqSjrVx8AVUlOAeKTGV4j8pHvUksfnQPEf41K/mKhgzls9zVtcd+a2hrE5p6SOVsyQxU9RwfrReoXmjH+0BirMcfl6hdoeolP8Aj/Wq96xVicdOa8iStOx7EdYXOpxgYHSjBp6hmRWwOQD1o2t6V7KPEZE2aYxNWNjf3aaYz/dP5UDuVipxg0x4UYEFatMh7gimFRSGUVs4YzlUAJ708qMdKsEcUwrTAgK9B2qM4zU5WoXHPSmSRHv/ACrU8PD/AImcf0P8qy271oaJJ5eqwZPUlfzFTU+Flw+JHaUUUVwnYFFFFABRRRQAhOASelcfNKZ7qSXH3mJrpr+bybGZ++3A+p4rmUX5c1lV7G1FdRG6Vr6FdiSN7Rj88XK/7p/wNYzSKTjPNSaS5XX4VU8OjhvyzU03qa1I3idhXBeNPGWj6Dq8FnfyTrKYfM/dxFhgkjnH0rva+dPjFcRy+O5lj+9FBGj898Z/kRXTCTi7o45RUlZnZL8TfCwUZu7nOOn2dqgk+LPhtCQkWoSEf9MQAfzavDiSTnNNBNa+2kZewie0v8YdIU/JpN831aMf1qE/GbTR/wAwW7/GRK8d81R1NN3g5waXtZB7GJ7L/wALm0j+LRb78HjP9akT4zaAT+80vUU/4Ah/k1eJnmmbtpweho9rIPYxPpLRPFdh4qs5J9PhuI44ZNjecoXJxnjBNayggc1yPw1077D4MtHIw90WuG+hOF/QCuvkYIOTXFVk5TbZ30YKMEkRNJ5LrJnA6HHpUMPiHQ7ptsOsWEjf3fOXP5Zp87AxMc18264ETX9QjRRsFw4H510UKrirGGJoqTUj6Tv9QtNP0u41CWRWt4E3u0XzHHtg9a5qL4meGRndc3a49bdq8OsSwl2hmVNpyASAfwokY5I7Vu6z6HMqCtqz3OT4p+F4h8st7L/uW5/qRVSX4u6Gv+r0+/k98Iv8zXiRyD1pd+ByaXtpD9jE9kb4y6YOmjXh/wC2iU0fGbS8/Not5+EiV44ZVPQ00nP0pe1kHsYntC/GbROjaPqA+nln/wBmqxF8YvDchwbLUVP/AFyX/wCKrwtsjkUgkB5BwaPayD2MT6AT4reGHUFhfx5/vW/+DVaj+JPhOZQf7VaL/rrC6/0r56ZyeCf1qOSYgY70/bMPYRPpKHxDo811FqMWoRPYhsPcDO0EDHPH0rr7aWC7hWaCSOeJhkPGwYH8RXgHhuRpPhlqbOvEcjqh9Sdv+NchBqV/pb+ZYXtxbNnrDIV/kaxjLVnRONoxt2PrUQp7/nTvJT3/ADr5li+KXjOGMIutOwHGZIo2P5laH+KfjRv+Y24+kMY/9lq+YzsfTXlJ6H86DEvofzr5eb4leMTydfux9No/pTT8R/GBH/IxXg/Ff8KOYLH1F5K+h/Ok8ke9fL6/EzxonK+Ibg/7yof5irEXxd8bRthtWR/962jP9KOYLH0x5S/3jR5IPc185/8AC5PGIXBu7P6/ZFzULfGTxmxwl9bj3+ypT5gsfSXkD3pPI+tfNn/C3vGvfVIB/wBusf8AhT1+L/jJTzqkLfW1T/CjmCx9HGD600259TXz3H8aPFyH5rizk/3rUf0NaMHxx8Qr/rrDTph67XQ/oaOYLHtskBFV5YVWNi2T7CvJ1+Ol1j97oFuf925Yf0rN1T40a1dxGOx0+0s8j75JlYfTOB+lHMhWPSNX8SaV4daI6lcGLzc7ERSzYHfA7e9ZcnxS8LxrlZryU+iW5/qRXiFzqN5qc0tzfXEk9xIcs7nJPt7D2rU8H2A1DxLbJIN0cWZWB746frij2rihOipyPb4ZUu2a8SOSNZ8OEkGGXgdR61UvQGBFXI2woGar3SZBPrXnzbbuenGPKkjBuPi3p9hcyWc+i3e+BvLbEic44zTB8Z9Fz82j6gPp5Z/rXn3jy38jxKzgYWeJXz6n7p/lXKtkDIr0I1pNXPMlQim0e5xfGLw45ANjqKH/AK5Kf/Zqtx/FfwxIuWW/j/3rcf0avABID9RUhckYzx9aftZE+wifQsXxK8JzLn+1Hi/66wuv9KuxeM/DNwR5ev2R/wB9wv8AMCvmuSYquPypglJqvbMXsEfU8F/YXYzb31pMD08uVT/I1YaLuV/I18pIfmyAAfUda07LXNX09gbTVLyDHQJO2PyziqVZdUS6D6M+lWiHqR9RVaSM9sH8a8Wsfif4ntCBLcw3aDtPEMn8Vwa6CD4wKU/0rRTv9Ybjg/mKtVYMh0po9CdM9/wHNSWE1vHrVhbSTJHNPIfKR/vPtBY4H0FeUX/xYv5wyWGnwWuejyMZGH4cCpvhzfXuufE3Sp9QuXnkQSsC56YRuAOwpTrRtaJcKUr3kfR1FFFcZ0hRRRQAUUUUAYevXGFjgB6/M39Kxnk2Rk5wAK1vEVnI8YuouSgw49vWsGQ+bZvgA8dKwqXudlFJxRnWtxPLq5YAtbMhBYDhWzxz055rodBiD668mf8AVwHH4kVV01I08ERLG2SJySMY2kuTj8jTvDkpTxAyEcSQN+hBoirSQ5y5oPyO1r5Y+I1wX8f613IuSv5AD+lfU9fIviyZrnxbrEz8s95Kf/HjXQjiMUtikz3pTTSDTEIQjUwwj+EkU4Z70uTQMhLSp2DCrekWLa1q1rpsJxJcyiMbuMZ6n8BmoTVjStQbR9YtNShUNLbSiQKeAfUfiM0mCt1Ppazhis7WK2gAWKFBGg9ABgVm67emK1kCypGwUncxwB9adouqwatYwXts2YZ1DrnqPUH3B4rjPirEx0WVliJwV3MOy57/AOe9ctrux6CajHmR24uVuNHjuAQRJEHyDkHjNfNtzcGe8nmYfNJIzn8STXvPh/efBelBhk/ZE/lXhF5GIb+5iHISZ1H4MRWtLdmFfZMktHAMpPZf60M5POKS3H7mTjuBn86DitjmGls0hweDSkUwgigQjRKeRTCki/dbPsal5FJk0AQ+cQf3ilfftQ2PvqaewBHPSoDGAco22gZKZemCKiJy2TUfIfBI/CndDQB0th4lu10BdASOJbdnZ2kwdxzz9O1ZcrfKKgtD/pCds8fpU8/3iKSSQ229yDNJu9qDSUxCE+1IVyKXNNzQA3bikzg04kntUZzmgBWkJwKaC3amHIfgZ4qRSfSkA9V7nk1IAPSmDOacGOelMB/A7U7dTMn0pc+1ADs5oJpOtIaAJ4j+7Y11vw8kC+Inz18k4H4iuQhPytXUeAombxKsgOFjiYn8eBUz+Fl0vjR69NdLbruY4FTFxJED1BplloX/AAkU0q+cIvswR1DLuVic9fyqrpdyLq1LbSoBIGTnocVyWe533TbXVHA/EzT3e1tL+JgPKcxOD6NyP1H615sZSOJFI9xXuHiOO3utE1CO5wIvJZsnsQMg/nXibYI5ropO8TirRtIjbDDepFL5vAwfeo2jAOUbbURyHAJB+lamRKzEtknNOVqi6VKpoAkD+1KGJ5po57Uo4oAkBzS8d6aGIpc80APGM8V2fwynlt/iLo5iON8jRtkdVKnNcWpya9T+DGgyX/idtWbaINPTv1MjggfpuP5UAfQVFFFSAUUUUAFFFFADJEEkbIwypBBFcJLG9lcTWsvBQ4HuOx/Kvl7/AITvxh/0Neuf+DGb/wCKqCXxd4lnffL4i1aRsY3PeyE4/wC+qiceZGtKpyO57zf+Jbvw9eLDIWGnTTBplK52n+8D27V3Phi4s7/WDcWcyyItv1U9ckf4V8jy+I9cm/1us6jJxj57pzx+dLaeJte0/H2LW9StsDA8m7kT+RpRhZ6mk60ZJpI+66+QvEy7fE2qD0u5R/4+a53/AITvxh/0Neuf+DGb/wCKrIl1C9nleWa8uJJHYszvKSWJ6kknk1ojmOiJHSkytc19quP+e8v/AH2aPtM//PeT/vs07gdIxXnkU3I9a5w3E56zSf8AfRo+0T/89pP++jRcDoSRmmkj1rA8+b/nrJ/30aPPm/56v/30aLgez/CzXEja40eRzuLGeHPTp8w/QH867fxVAl9pjo8ImjZSGX1r5lg1C9tZlmt7ueGVfuvHIVYfQg1ePijxCVKnXdTKkYIN3Jz+tZTg27o6KddRVmj33wprenN4cGnsxS4tFMYhOS2B0xnrXiV1IZLyeTBUtIzYI6ZJ4rHGtaqsgkGp3okHRhO2fzzVd7u4kdne4lZmJLMzkkk9TVQXKTUqKeyOntSTDKD6jn86Q4A5rmRdXCggXEoz1w5o+1XB/wCW8v8A32au5idJle5oJXHWua+0z/8APaT/AL6NbsG5rWIkkkoCSfpQBKSM9aQkY4pNtNKE0wFJGKYSvrTvLx1oAwaAKz8SD5SOO9Lwakuhh4v908VGKALFvxPGf9ofzq1dcPmqls2LmL/fH86t3Ry1AFUmkzSkUhFACE00nilx2pCtACZzTdue+Kd0o5JFAGnp9pBJourzzvtZY4kh95DIDj/vlWrKGRXbyeGpU+EkWvrGTnVT5hHaLZsB/wC+8/nXE/xEUgFzzShqb3pQKYD99KGpnQUoFAEm6gnNJilHFAEsOArE9hXdfDaESX164AyEUZ9OtcNGPkf6D+ddV4VtdWs2+3WUyIsq7WUjOR7+9RUtymtBNzVj3rwi0drBf3c8ixRFkXfI20cAk8n61yGilGtbu5jGyGS4leKPOdiljgZqjbrd3FssE8kjIWLEk/KD64qwpttKsmt43IQZJLNnHcmuZyukjtUOWTk+pxvxD1Zkit9MjOBKPNlx3GflH58/hXnhIxV/W9Qk1fVp7xj8rnEY/uoOAPyrP8vHWuqKsrHBOXNK4hK+tV5OHX5SOuCasAYPSm3XCw9uTVEEXBqRRUYpwNAEoJ9eKeM1CGp4Y0ASZ9qXmmBqduFAEicGvefgTG40zWJSDsaaNQfcKc/zFeDwZLDFfSvwetTb+AYZCB/pFxLID6jO3/2WkwO/ooopAFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV0ltj7JD/uL/Kubq9Hqk8caoEjwoAGQf8AGgDa4pDxWP8A2vP/AHIvyP8AjSf2rP8A3I/yP+NMDXPNCDLAVkf2rP8A3I/yP+NKurTqchI8/Q/40AbH2C4vIb25hj3RWaLJM3ZVLBB+pqmvSr2m+N77TvDeqaLFY2Dw6kAJ5pEcygLyoU78AA89OprA+3y/3U/X/GgDXgO2eM4/iFW7oYfFc+NRmBBCp+v+NTTazcSOSY4vwB/xoA0SaKyf7Un/ALsf5H/Gj+1J/wC7H+R/xoA1TTW5FZn9pzf3I/yP+NJ/aU39yP8AX/GgDSxSpy30rL/tGY/wp+v+NT2mqzRXcL+VC211OGBIPOcHnpQB9f6F4Xtv+FaWfh29j3RS2QScYwdzjcxHuCc/hXy94j0Wbw74hvtJncSSWspTeowHHUH8QRXXj9o3xeBj+zdD/wC/Ev8A8drg/Evi++8Ua5caxe29rHcThN6QIwT5VCggFieg9aQEQNKKy/7Ql/uJ+v8AjS/2lN/dT9f8aYGp1pwrJ/tKb+5H+v8AjS/2nN/cj/I/40Aa9FZH9qT/AN2P8j/jS/2pN/cj/I/40AbqcRN+Fa2m+Jb/AEuBIYfLaNW3BXX+tccNXuAMbIvyP+NH9rXH92P8j/jQ0nuNSa2PRpPH+pMgVIIFPqST+lYF9rOoakzG5u5HU/wA7V/IVzH9rT/3IvyP+NH9rT/3IvyP+NSlFbIqU5S3ZsHimHmsj+1Z/wC5H+R/xo/tWf8AuR/kf8aog11GWAqRbC41A3Rt03i1ga4kI/hRcZP6isUatODkJH+R/wAa29C8cX2iWGq2cFhp8w1K3aCaWeNy6oQeFIcAcnPQ8gUAUF6Yp2KzPt8o/gT9f8aX+0Jf7ifr/jQBpgZp1Zf9pTf3I/1/xo/tKb+5H+v+NAGsB0pwFZH9qT/3Y/yP+NL/AGrP/cj/ACP+NAG9bjEi896+r/AVm1h4E0aB12t9mVyPdvm/rXxousXCsCEi49j/AI16ZB+0P4st7eOCPTdDCRoEX9xL0AwP+WtDA+o6K+X/APho7xf/ANA3Q/8AvxN/8do/4aO8X/8AQN0P/vxN/wDHaQH1BRXy/wD8NHeL/wDoG6H/AN+Jv/jtH/DR3i//AKBuh/8Afib/AOO0AfUFFfL/APw0d4v/AOgbof8A34m/+O0f8NHeL/8AoG6H/wB+Jv8A47QB/9k=", "path": "000754.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000755
Men Tshirts
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a3JlSvHlPTvCsEFt4W02G3fdEsC4J/M/rmtqsnw1D9n8O2MX92IAfStautbHizSUmkLRRRTEJWfrVkupaLe2RAPnwug3dMkcH88VoVmeIPtH9hXn2U4m8olT6UnsOKvJI8t8OWo1HwXLYSu8YinaOXYcFgDkjPvWRrB0GyieM6GziM7d4VuuPXNdvplnHarfIhBElxvbAxyUXP65qaaxWVCMkA9cVyuWp66p3jY5jwky7ytvFJFCCMjcSBmjxmWll8hbfzyoyFPP6V1FpZpbpsQYGc4rK1aNf7TzIBg4/Covrc1UVaxxdqus2sjpb2FtFEo64UFq24xv0m+V7dEuJYGztHUgHiunhtoNilY1zjris8BX1PDY2jOfpT5rsXs7IpfBq2RL6+uHYibyAqr6rkEn88V7HXmfw3iH26aQR7AkJjGBwQXBB/wA+lemV1wd1c8nERUZ2QUUUVRiFFFFAHhPxy0SG31Gw1iJW8y73RTEnjKhduB9M15lZxB8fWvaPjhKJdH0+0VQZFka4z3CgYx+v6V5DoSebMynoKmT91msIu6udRo0Cxyj5RXcWyKwXAArldPixtI7V1enchRXmzbuepTSSNi32helFyQYyABSR8GkuCCuB1pGuiMPUIhJCwI4IINefeBtPgvfiJp1tOpMYuWfA77QWA/MCvSLgds965n4YWW74jzTFcrB5oHsTkfyzXVhtL3OHF62se+jpRRRXWeeFFFFABXzz8a4dnjBXA+/bofr1H9K+hq8g8baTbax4xnzYC7ZYlRg8pQDaMnbjvzUykoq7NaNN1JcqPHNMjDPuPTNemeEoc2ouW7/KBXLa74fXRWjmtCxtZQAVf78Z9D/Ku28KQn+w7diTlgSK56suZXR20oOD5WbzX0Vuu6aQKOw6k1Wk8a6fANjJLkDn5aZeafdSKfIHLDls449K5zVdNu5rWKGPZHMH+YCIkkfXrms4q5szqYdXttQXfASfYjFZGu+IrewiMWwvK38INbOjaZHpqKzfOxXBLDkVxXijSVTU76RmbzXYNExXKgHqMUJJsHe2h6h8NdQnv/CgM0RiEU7onOcrw39TXaVzXgS3S28F6Wi4JMW5iBjLEnP+faulrsjsjyZ/EwoooqiQooooAKKKKACiiigAooooAKKKKACiiigAooooAKydc00ahZFNu7GcgdSD1x71rUlJq6sOMnF3RwVpOZI0LZDr8rg9QRwc/lViWVUBywUAZJJrK8QXZ0bxLch1YxTETL7gjkj8QaxNasL/AFG9NzaTLPGFVhbuzIpH4dfpXI42lY9inU5opkkvi2CGW7ja/EgbiNRBhU9gerH61g6X4liF0q3M5QrnDSqFz7cVsw2zJCjSRbHXhVggVgPxJrE1Gwub24WGIKoJ+YyorsB6kYwP1p2Ro4zSuddNfRXFiJEcMjD7w6U/wxYR67qhWR/9GtYySvdyx5H04rjNQtzoOnx2kEhIdtxY9q9F+F8DnTby8K4jlkVE/wCAg7v1NOnG7ObE1XGNlud6qqihVACgYAHYU6iiuo8sKKKKACmuodCrDIIwRTqKAOFu7U6XqjxMpCzruVuzFfT3wf0qZXAizV7xpG39iLdJn/RpVdiOyng/zFcVPevq+jywQTG3mVgGIB5+lclSFmerh6znHXcta5rcentCBeiBtwZgsQkZh6e31rldY8VpLfrNFKzw7SCFjG38c85q5aaXfWszRXUMP/XZf3ruPX5v6UmoxMLfbGsgABA8yNEUfgM5+lFkdKjNq6NTR9atbqERxXCSMF6A81WurrE7pGf3so2LntnjP61h6doUlvnU7h1E6ZKqiBBj0OO9S+FzNq3ie0gOWZ7gMQP4UBy36ChRvLQyqVHGOp7Poujw6PZiKM7pCBvfGN2BgfhWpRRXWlY8dtyd2LRRRQIKKKKAPLvjBboLfT7rb8x8yJj7cH/GvJPD9v5ZuGxnDbQa+jfFuhL4g0Ga1wPPX95CT/fHb6Hp+NeHWmnzaZe3NpcwyQybg2yRcH0NY1Lq51UmpJeRD9ovo5GWCbkKW2rHnAFWtM17UliE4YSwltu4pjnGSB+dbdpo6TkSo21qtXGnfZrJ1IAUDoBXM5pq1jsUJLW5atb+4vtMM8RCtjvXNX8l/Ikssl3csIsbkgYKTz29a6Tw4q/YJoz0DVf/ALIt7ht5BDe1Zp8rNJRckcnoSPM4keO6UAbgZZCT+NdH4CsjbeMdSZVO13D5x6oSf5irz6fHbxgL3rp/C2mx21o94QDLcMTn0UcAfp/KtqTc5HLiEoR1OjooortPPCiiigBK4jxZp5t737bEAomUoz/3WxjP6Cu461R1WyN/plxbKwSR0OxyM7W7H86mceZWNaNR058x4/qOjQQ6Zd2rMzAoHh3HJPOTVzRbpFtI4lX5VGBVfVdV1WyU6Re2CfaAAHYHgD1FVtKcL8wB47VxtW0Z6nMpe8juLaQEUSgbgT0FZ9pcA4/lVqSZWUbjhe9ICO5uVDEllAAySTWdq5glEEiSKxK4Pv6VDrFpa6jhmgJC/wB44Q46ZHeuSBu7G+jO3FttIEY6KaOhWh7J4HkL+G0Q9IpXQfTOf610tc14IiKeGIJGGPOZpfwJ4/lXS12w+FHj1PjYUUUVRAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHFfELRZdS0cXdmoN5bE4HeRD1X68Aj/69cx4X1mK9j8mRlRo15VjgqR1yK6ibxppGq6vcaHYyvPcQKZJJUX92NpAIBzycntxXMeJPCP22b+0tPc219/GyjiQe4rCpa9md+GuoXQzXtHvr6Tfp2qJbqeWBHWqdjF/ZcLpd3TXE/XOBiuektfFtjLkQiQdNyt1/CqS6N4hvrvzLhvs6N1O7OB6ACpsrbm/tJdmW9SkuNc1JLGDDODlpOyL6mvd/DtjBp3h6wtIAfLjhUAnqT1J/E5NeXaPo8Gl2wSMFnPLyN95jXe6B4r0q8vn0BZmj1C1UAxyDG8YByp78H61dJ62RzYpOybOqooorY4gooooAKKKKAILm3juraW3mUNFKpR1PcEYNeLbrjwv4hnsbw/IzfuZj92RRx+B9RXp/ibxfpXhOzWfUpmDPny4Yxud8dcD09zWFqun2niSxdLmEmKYCRA3DISMj6HmsqrVtTqwt7uxX1CNL6xCQXKxykZVuDiuSj0TUbO6E+oauJoQclUANUL7w74k01jFZzfaYlyFDHa2Pr3rLuoPFV7GIZLcrjqdwGfas0l3Oz2kuzOh13V47eAiM/JjBB71v/CjRDbT3WpXS4uJIwqIf4FJ5/E1ymieGZEmW51KUzyr91P4VP8AWu4sfEOn+FYzdag0iW8jrBvRd2wnJyR6cdqcGlKyM66coNs9JoqG3uIrqCOeCRZIZFDo6nIYHoRU1dB5oUUUUAFFFFACV5x8VbNo4tM1dF+WCRoJSP7r9P1H616RWL4psLbU/DOoWt1IsUTQsxkY4CFeQxPsQKTV1YcXZ3PLdIuwOM8Vb1q/RLPYoyzdfYVw2mart24fIHAI707Ubi/uZXljBeIcFVOCK4XT949SNb3TsfDl/aCCYGXHzcj8K0V1NVVZo34z90nBIrzzS7SUbyLa8YvwcYH61efS7t4JHEghWMg7c7iT6ZocEaJztex3s+pI8G/cMYzXf6PGY9HtFPXylJ4xyRn+teE6rr4sbJQmHcAAhuhPoa9m8JeI7fxT4fg1GABCfkli/wCecg6r/Ij2IrfDwaTZw4qpzNI36KKK6DkCiiigAoNFRTzxW0LSyuEjUZJNJu2rA858cRqPEsRwMvbrn35NcakzWN+0bHC5zj2NdF4o1mDVNeWW3DBIlEWW7kEn8OtYmt2nmRrMucr3FccpKTuj1KSagkzVtrwMN8YHJ69a1JI/tCqMkDr8priLa6ntVBV8r3Brd07xEgYJIMfXvUXNCHVNLRMvNe3bKBkBpeB+lc89tC9wv2WedyeMFsgmu4utStZ4GDKGz6jpWdpsMVxrmnQQQjMk6EgDoAcn9BWibehcqjUGj1jSLMafpNpaAf6mJUPOeQOf1q/SUtdh4jdwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKztU1vTNGt/P1G+hto+3mNgt9B1P4UAaNcv481uPQ/Cd9MJljuZYzFACeWY8cfQEmuJ8Q/GuCItBoNmZn6faLn5VH0Ucn8SK8t1nxFqev3hu9TumnkxtUdFUegA4Ap2A6X4VrGPEN7IzfvTb7VHqC3J/QV7HtymK+ctC1eXRNZgv4hnY3zrn7ynqK+gNL1i01SxiuraZXiccEdj6H0NYVY63O7DyXLYdNCpUgrkViTW4aXhcZNdG7KehFVPJ3S5xx1rFnWmZbw+XFXlWqaydP+JK6lbsd1tNGWwepUAEflxXqXiTUodJ0yaduXVSVT1NeASyvLO8rnLuxZj7mtqMdbnJipaKJ9a6D4j0zxHYi6064Ei9HQ8PGfRh2rXr48sNUvtMuRc2N3NbTDo8TlT+lel+GvjVf2jJBr0AvYennxALKPqOjfpW7RwnvFFc/onjHQfECL/Z+oQvI3/LFzscH02n+ma3HkSNC7sFVRkknAA96QElNZgilmIAAySe1cP4g+Knh3RA8cEx1C5HGy3OVz7v0/LNeT+JPidrviKOS23JZ2T8GGDqw/wBpjyf0FFgIviPrEfiDxpO6T77ONlhjYHI2DqR9Tk17PY7TaxbMbAgC/THFfNUj7zzXr/w78VxXunppl1IBeQDam4/6xO2PcVFWN0dWHkk2mdzLECc4rJvoEzhV9zW0ZEYcMKqzrvHABrmaO5MxoLb5d2K5D4izJH4fMLH5pJk2j3GT/KvRHRIYCXIAA5JrxT4gasNQ1sQxf6i3XA92PU/yq6UbyMq8rQZ6P8JPGdiuiwaDf3HlXKO32cyHCspOdoPrknivWq+M1dhjBNdfoHxL8SaCUjS8N1argeRdZcY9Aeo/A11tHmn09RXn/h34teH9ZjWO9c6bdHqkxyhPs4/riu6hnhuYllhlSWNuVdGDA/QipETUUVj654l0fw7b+dqd/Fb5GVQnLt9FHJoA2K8P+NPjF2nHhmykIRAJLwqfvHqqfQdT+HpUHiX43X08rQeHbZbaHp9ouFDSH3C9B+Oa8pvLqa9u5rq5laWeZy8kjHJZj1JqkgN+K2KWUDRn5xGMj1rW0S8jJaGZsbhjmsrT7jzrVOeQACKkmsy0gmibZJ+hrjb1akd8VZJo66C1eOTEN2wjPUbRn86saxc29tp3lQlixPTqWNcxay6owCKvPruFb+m6M3nrd30vmyLyiD7qn19zUScVuzXnlLRGJ4h0+O08Nlpubh5UOT2PPA/Ck+HHjM+FNaKXJJ026ws467D2cD27+1UvGeqrd362kLZit8hj6uev5dPzrmBwM12UIv2ep59drn0PsK0vbW/gE1pcRTxHo8Thh+YqzXx9p+r3+j3YudPu5raUfxROVz9fWvXfCXxnWTZa+JIwp4AvIV4+rqOn1H5VbjYzPZKKrWd7bahax3NnPHPBIMpJGwZT+NWakBuK4vxlqpttPuZ1G5IfkjUfxOTj+ZrrLq7htITJNIFAHGep/CuN1W1F/oMnGWGJR9Qc152OqpcsE93qdWGheXMzzeKNooEZ2zITuc+pJya6RovNsQeoxWNJHuDqB24rf0pxNp43dhzSh2PQkjHSwhZX6g5yKzbxY4lbhTt74ravGjjJCuAT2FYN9azXKbF3fMdqqO5puwkjKttTuZ7wxQuPJXhjtzk+gr0rwVqVrpuoiC4gjBnAAuCPmQ+meymsC18Lx6VDHvGXxlj6nvUwi3O2BlcVxyxdp80dkROnzRsz2oc0tebaLqWoWCBYpi0Q/wCWUnzL+Hp+Fdjaa/BOAs6mF/U8r+dd9HH0qmjdn5nBPDzj5mzRTUZXUMrBlPQg5p1dxgFFFFABRRRQAUUUUAFFFFABRRRQAVS1HUrPSrKS8vp0gt4xlnc8fT3PtWf4r8R2/hbQpdSnQyEEJHGDje56DP5n8K+dPE3i3VfFF4Zr+cmNSTHAnCR/Qf160WA7vxN8Z7mcPb6Bb+QnT7TOAXPuq9B+Oa8tvb+71C5e5vLmWeZzlpJWLE/iarmkq7ANNOU8UlJigAd1j5J59KtaXq+o6ZcedY3Utu54wh6/Ud6p7B3FOUmNgy9R0osO56J4R8Y37XFxa6ncyTSEh0Mp+ZexH8jXpljcPNZvN94BSR7187w3cq3q3DOS+Rk+3TH5V6pq/iltA8BxNE4+23gMcJB+6P4n/DPHufauecPesjuo1f3bb6HKeN/FC3U0lhESzBsSv2BH8I/qa4kYY5yKjOXYkkknqakCD0raMVFWRxzm5yuxzYAOKReKTaPSlFUSSo7IwZWII6EGtifxJql9YJY32oXU9rH92NpiQP8AH8axRThQBO8BYb4iZAOoxyPwqAH5qershBBII6EVY2C8yR8txjj/AKaf/X/nQBVJGMk4qMXDbx5RKkHIYcEfSlK56/rSbQOgoEdJZeMtftpbWSTULmW3hdQUY5VwOoJ78V61pGsf2iyeU2Q3P1FeDefJ5Ih3fu85I9cdP516J8Nb3EkvmyBY4ELOWP3VAzmsasdLnZhpu7izp/HOvpotvibJ3DCIOsh9Pp6mvEbq7a8uZJpCN8jFjWr4w8RyeJtfmu+RbqdkCf3UHT8T1NYap61dOHKjKtVc3boSgDHUUw8tRtHpSgYqzEcOlbGi+JNX0GYSabfzQc5Kq3yt9VPBrHFOFAHpN18X/EV7pYtIWtbW66NconLD2ByFPvj8q841Ce7uLuSa9llluHOXklYsze+T1oBxUyyh08qYFo/1X3FC0EZw65petTXFs1u+M7kYZRx/EKhxVCNfQwWkdO1dbZWZlGGHSuEtLuSzmEkbAEdiMg101p418nav9nqzcA4kIz+lclalJu8Tso1oqNpHY2tkkXUVX8RauukaY3lkCeQbYx/WodV8TWOmyeW+8zbQ3lheRnsT2Nefalqs2q3ZnnYA9FXso9KxpUHOV5bGlWuoxstyqSWYsxJJOSTSE0UV6R54wn5qUEqeKae9L2FAG5oPijVvDtyJtNvHhz9+M8o/1U8GvYND+LEGsrHa3Sx6fdsMbs5Rz/sk/d+h/OvBAaerkVlVp88XFO3miouzufSl0ZJI2Z2Z2bjLHJqXTWJtdj9uOe4ryPwV41mtriLTNSnL2TDbG78mJu3P93tjtXeXGp6syiLTdNlAHWaVcfkP8a+ZxWHqUZ2k/mepRkprQh1DQpreeR0UPCxJXHUD0xWRZXBtoLyNsq0Pbp16V1unRy24V7nf9pm+87nJ+ntWLr1p5Ws3DDkXFurn/eDAGtMLinOfI0b21sZUFu8p82QZJ/Suk0HRfNmS9mTEacxg/wAR9acllDbQqZgCCM7R3qlc3eryyn7A0yqOMoSB9BTxWKin7OO/UORvY6m7tY5FAZAazJdPjCHYmKzbW98URkCSJZ19JVGfzGK2rS5v53CXOnCBe7rLkfl1rz3psyXFrcbb2ewdKtrDxUwTBp+OKgVxkDzWzboZSnqB0P4VrWurxsRHPiNzwG/hP+FZe3ionUdwDmuvD4yrRejuuxjUown6nWg5HFLXLWWpNYuBIzNATggnO33FdOrB1DKQVIyCO9fQYfERrR5kcFSm4OzHUUUV0GYUUUUAFFFFABRRWbr+of2VoF/f5wYIGdf97HH64oA8O+LHiU6x4iawhfNpYkxgA8M/8R/p+FeeGpbqVpZ3dySzEkk9zUFWkAtJRRTASilxSGgAoPSig0AMJwal1DUbjUBaxStlLaIRRj0GSf61XekRcZPrSsO72FVeKdSiigQlFLRQMUUvpSUN93PpQA+nIxUgjgimE9KWgCxdAPtnXo/Df7w6/n1qtVqP57SaPuAHH4df0zVWgQ1uKnt9Tnsba6jgbaLmPyn/AN3IJ/liq7HiosZb6UWuNNrYRF71LjAoFLQISilooGApwpBSigBV6U4HmmIcZHoaVTQBZANxbtB/EPmj+vp+P+FZpHGc1ehcpIrDqDmoryMR3UiqMLnKj2PNNCZWAxg4oJO4EcHtinDpSLy5J7UwJ5ppLieSWZi8jnJYnvUTIKcKQmgBqL1oxSjijvTEIelL/CKO1IPu0AKPvU7NM/i/CnCgB6nBr3HwH4gOs6AiSvuurXEcmepH8Lflx+FeG11fgDWP7K8TQI7Yguv3MnoM9D+BxXFj6HtqLXVao2oVOSZ7sgWZGVxkd6zNS04SiMux/d5Xd3Knt+YrSgyCaGUTTc/dXt618lzunK8dz04szFsXuW3v8q9h7VpxRJBGERQAKkZscAYpuaIw6sbncM4p3am0ua0sRe4maM9aKa3Q0WExS3FRs9DfcP0prEBs9lUGk2NIrXDDeE9Bz9a0vD+qFX+wzNwf9USe/wDdrJc5aQn++aps7RyB0ba6nII7GuzC1nSkmiKkFONj0mlqnp12L6whuAMF1+Yeh7/rVuvpE01dHmNWFooopgFFFFABXJ/Epynw/wBUI7qg/wDH1rrK5P4kru+H2q+yIf8Ax9aAPmSQ/Maj3YqR+pqFulWA8nkAfjTgKhQ8+/SphTAWmmnUhoASkNBpKAI2GWA96fijHNLQAmKWiikAUlLRQMKQngj2oJxUZbnHtQA/dn8gKkByagT1/KphxxQBbtDmRlGPmRhz9DVTPFWrIj7VHnoTg1VIwSPSgBjdKEHy/WlPNApiDFFLRSAKSlooGFITil6VGxoAcW5b3xTgcj6moM5apl/ToKAJV4xTr7JljY4+aJf04/pTBUl4Pkt2H9wg/gaEIqUL93JoPSlIwMVQgB4pKU9KKADtSYpTS0wGnpR0FLQR8tAhvf8AClHWm9s/hSrQMkp8TskispwwOQfQ1HSjrSA+k9Evf7R0izvAcmaFWP1xz+ua1AAO3WuH+GF79p8KLCzZa2mZMegOGH8zXbg8V8biqShWlHsz1acuaKYx/vUlK/3qaKhbFC0UbvaimSBqNzxSsaiduOtMBc5Uiq8koVFJPVQT9AR/9emT3GwdQD3qs7AuFJ+6iqf5ms7amiWhJz5YJ6nk/U81UlPJqy5JYD+6Mn6mqsvU1shHR+DrrdHdWpP3GDqPY8H9RXVV574WufI8QrGThZo2T8eo/lXoNfQ4OfNSXkebWVpsWiiiusyCiiigArkfiXMIvAOpAnBcIg9/nH+FddXnXxjvEg8IR25Pz3FyoA9lBJ/pQB8/P941E/SpGPNRv0qwId2G49anB4BqqeW4qyOB9KYD80UwGnZoADTaU0lACUopKKAFo7UZpCaQATSZpCaQmgYE1Ex5p5pjjigRLF0qWoYzxUtAyWF9kqn0NLdLsupV7bjiogcHNTXXJjk/voM/Ucf0oAgpKKKYhe1FGaTNIBaTNITSZoGBNRseDTiaaaBCJy1WB0qsnDVYXpQA7NTz/NZRt/dcj8x/9aoM1Onz2syegDj6g/8A1zQhlM1bgnhitZ45IN8jj5GyPl+vH48VUPSlPSqEIeKBSE5pQaBC0vakpe1MBDTWPFONMNAhpPP1py0z+OnipGPFOHWmilqgPTPhLfFLvUbLPDoswHuDg/8AoVep+cx9K8H8AXv2PxhY5OFmLQH/AIEMD9cV7kDXzuZ0kq/N3R3YeV42JTISeTTg2TUOfWlDYrzrHQTZNITio/MprPTsIc7VVuJML1p0jgDg1nXU3HBoBFO8uNnzE9P19quW+W+d156lfU9hWDqhb/R5SR5ccqs+R26f4V0dmBsBPJ/rUNGnQfsIU7jk5yT6mqsw5NaD4xVR03E960RJStpTaanbXP8AzzkVj9M8/pXqY5FeZPZtJkY7V32j3i3mnRkHMkYCSD0YAZr1suqL3oHHiY7M0KKKK9U5QooooASvK/jTa3c+nabJDbvJBE8nmOi52kgYz+Rr1SsfxA2LWLnrJ/Q0m7K5VOPNJRPlFjzUMh4r3bVfAuia4WkaE21wf+W0Hy5PuOhrg9b+Gd5pyNJb6hBNGP76lG/qKUa0WbTw04vTU8+UZlAqzT20+W33yPgqjhCR6kE/0puK1TuYNNbiUopKWmIDSUvekNABRSUUAFBoJpM0gEppp1NNAxKRulLTkTfIq+pApiI4zU4NaNr4futSuitise1/mUM+MA9q6ix+FurTENd3drbp3Cku36cfrUOcVuzSNKctkcOKtTo4srZ3RgGLbCRww4zj8a9PtfAOkaaoeVXu5R/FMfl/75H9c1zfj+MKmnEDCjzEAA4H3aiNVSlZGksPKMHJnFUUlFbHOLSUUmaQAaaelLSGgY2g0UUxEfR6sKeKsRWIuLRDGR57Ox5P8IwP5muh0/4ea5fIrqbWOM/xNLn9AKlyS3LjCUtkcxVqyR5JJAiMwEbM+0ZwuDk16FZfC63gw+o3zTnukI2L+Z5rRudKs9O0u8trK3SFWgkU7RyflPU9TWbrRvZG8cNNq70PHuwoNHYUtbnIMoHFKeDQRxmgBc0Z4pAeMUtMBM5pDS0lADD96nrUZ+/T1NSA+lpBS1QFmxna1vYLhDhopFcH6HNfR6uHUOvKtyPoa+ak619F6aXOl2fmIVk8iPcp6g7RXkZovhfqdWGe5bzTSadjikxzXjHUNJIqKSQipiuahkXNAFWSc4PFUZGZ2q+8WQai8kDtSZaKE1sJ4XjYcMMVa0SaSeyjLI2/G1sjuOD/ACpxwWwKi02RU1K7td3KlZNoPZhn+YNZa2LNsRE43EL7d6Qx5wFGB69z/hQ1xDEvzMo9s81m6jqUpiK248sdCxHP5VrTpVKmyJtYfqF3b2iESzLGPTNdD4JmiuNEkliJKtcPyRg8AV5bdAmQuzFmPUscmvR/huQfDco9Ll/5LXs4PDKlK99TnxPwHZUUUV6RwBRRRQAVheJWxbwr6uf5Vu1zHieXM9vAOuC39P6VFT4WbYdXqIowttXNc74puttnJ9K2fMCLg1xvi27/AHWzPXtXLHc9ORzUmkeb8Or/AFNlPyX0e0+xyD/MVxRr3W90dbb4G3UW0F3iFwTjvvU/yFeFNXdDY8qbvJiUtN706rICkNFBoAbmilpDQAGkpaSkIKaadSGgY0VNbj97u/ugtUI61ZiBEMhx1wufxz/SgDpvCt0Y5YiOsb7D9DyP6169aT+bbq3tXhmgXHlagY/+ei4H+8OR/X869e0W7820U57dK5aytK56GGleFi9et8hI9K848efPZWbf3ZXH5gf4V6JcfvFIH41wHjaAnS8/88p1P4EEf4VNL40aV1ekzgCaSlortPLEpKWg0CEpDS0GkMYaWkPWnqpY4HU8UAbDr9i1DSrduC9opcHsZCWH6Fa9V8K3heyRG7CvKfGJ8vxXdxIcfZvLtxxjHloq/wDstd14V1DzBG4OFlUN9D3/AFzWFZaJnXhZauJ3kzZQjvXP35LGRM/eVl/MGth5Ny9ax79CrK59ec1zLc7rXR4kRjj0oqW7iMF3PCescjL+RqKvSPFYhFA5FLQKBDBw1OpHHOacORQAlJTqaaYD7Ozkv71baHHmMGK574UnH6VEpFbPhLA8V2Gf75/9BNWtW8NNb67cW1s6iPIdA/o3NYOolPlfa5ag3G6OfHtTgK67TfArXAV7m+VAedsaZP5mussvBui2agm2M7jnfM279OlTLEwiaxw05HmNhp13fzpFaQPK7HaMDjP16V9CWQlWxt1uFCzCJBIoOcMAM8/WuctYEi1C2jjRVQSDAUYArqa8nH1/acqsdEKPs+o/NLikWnYrzjQYRTGXNS4pNtICvs9agnwoIq1Idoqk53E5pFIg21X1LTFh0wavgiR7lYif9kJgfrVroTXR3Omm88DvbgfvDD5q/wC8DuH+FdmCpc85ehNSfLb1OPtXXyx6mnXHzRms+zn3ID7Vbdw6kV6MdjRmJfDBOK7r4YyFtLv4yfu3AP5qP8K469gOwnHWuk+GE4W51S2PUiOQfhkf1Fa0n7xjiV+7PSaKKK6jzgooooASuK1Sb7VrU75+SP8Adj8Ov65rr7iUQW0sp6Ihb8hXnsExdpC3ViSfesaz0sdeDjeTkU7m+xfLCP4uBXKeJ0c30CH/AJaOAK37nZHqSSyH5VIbNczqE8l7r1nNIchpRgf3RnpWUVqdk3oeya5YqfAF/Z7eF011A9xHx+or5YavrzVE87R7yPpugkX/AMdIr5ElGDj0rtieSMpc0goqgFpp60tJQAUUUUCCkzRmkJ5pDFppozSZoAUdat4xbe5b+n/16qL1rTuoDFZWknaVWYfgcf0oBFW3mMF1FMOqOG/I16fo9y0RkjHIVuCPSvKj3r0vQeqE940P1+UVjWWiOvCP3mjsbNzLHubrXP8AijT/ALVZ3MKDmRDtH+0OR+orobcY5rN1iQgqfTnNcydnc7muZOJ4pRWhrlsLTWrqIDC796j2bkfzrPrvTvqeM1Z2CkNLSE0xBmkNJmjNIYlanh+0+369p1qBnzrqKPH1YCsuuv8AhzAsvjGxlcZW2LXJH/XNS39KGCMDxJc/bfE+rXQBAlvJXAJ9XNb/AITumWzj5z5UpXHseR/WuQlcyyvIersW/M10XhPJFyB/fjP/AKFUVF7prQdqiPU7S5aR1UjjFWdQhElsfUVVscNEuPzq7cuVt2x6VxM9VM8b8U2htdckfGFnAlH16H9RWLXa+M4PNsIrgfehl2n6MP8AEfrXFV30pc0Uzya8OWo0FAooFWZAwyKappx6UzoaBDqdjIzTacp5xTAv+GiV8Uad/wBd1Feg+Jbbbc2N4vcGJj+o/rXnejMIfEGnyE4C3CE/nXqviCPfokxIyYirj2II/pmvMxb5asWdVD4WZ9pcmJkUnr0rp4G8yIGuGnkMb2zj1rstNk8y3U1jJHfTZLGoXU7YnpvFb+cVz05KXMLDqHH866DHNcWJ6E1NyRTT81COKcOlchA4mml+KWmHmkBBK1VzznmrDrUW3mmUiBgTwOpr0S3j8m1ij/uIF/IVwdpF5moW6f3pVH616EOletlsdJSOXFPVI8j8R2Q0fxBPAgxDMPOiHoCeR+BzTbNS4ya2viBF5utWWPvCA5+m6s+0i8uIeuK3npNpHVRfNBNkF+o8sHFT/D5jH4quFHR4GB/Ag1Hf/wCr6Va+H20eJroNjd9mO3/voVVP4kKv8DPT6KKK7DywooooAx/E03k6DckHBYBB+JrhLbOzca67xq+3R417NMM/ka5SLBiH0rmrP3j0sGvcbMnWMgE+1YFhE1z4k06Ec5mUY+prpdW4jbPpWN4QXzvHdgOuJN35ClDcus7RZ7ldLvtJlPdGH6Gvj+4GJXHua+v7tvLs5nPO2Nj+hr5AnOZXPua7InlkNLSUVQgoIoFBoGJRS0UCENNpxpDSGJRRRQADrW3qA/4k2ltnqkn/AKGaxB1rUuZd+lWSf3N4/M5oBGca9H8O5ktrV+SDEvPuBivOO9ejeD/n0i1Oc43D/wAeNZ1vhOjDP3zuYR+7H0rK1PLcGteMYjH0rK1VVZRtba1cZ6SPM/GEG3UoZwOJYgD9VOP5Yrnq6vxiMx2Tnrucf+g1ytdtJ3gjyq6tUaEpDTjTTVmIlFFFAxK6zwC+zXZnJwFsLs/+QHrk62PD119kvJ5PW0uE/wC+omX+tD2BGIORXReEjm6uYwTkorAfQ/8A1654cGt7wif+J6FyRuicf1/pSmvdZdJ2mj1jSh+5GfSrV5xER2xUWmL+6H0qxc7TGQ3TFcDPWRxPiG38/R72MDJCeYPqpz/IGvN69R1BMwzoW3K0b9ufumvLR0FdWHfutHBjF76YvajvRSGug4xaa1OpDQAg6UucGkFKaYEsb7JY5R1Rg35GvZ9QAn0a6KnIeBmB/wCA5FeKA9vWvZtMfz/Dds7fxWgz/wB8V5mYK3JLzOnDvdHKA/aPsy8cKCa7PTB5cQFcdoce5Iyw5wDXaWg2rWU9NDvp9yWYhriAHoZF/nW+etczcyj7TD7OP510+Oa4cV0FU3AdafTVp9chAmDSY4p2KCOKQyCQVDgirDDNRMMUxom0WMSa3Bn+HLfkK7ftXIeHEzq7nH3Yif1FdfXuZerUb+ZxYl++cF4yAfXoMfw24B/76NUI+Fqz4glFx4guMHiPbH+Q5qsBge1Oes2dtFWpop37DB57Va+HkXm+Jbyb+GODH4kj/wCvWZqUm1HPTPSuh+GNsRBqF0f4nWMH6Ak/zFXSXvEYh+4z0Giiius80KKKKAOV8cD/AIlluScfvv6GuZthlVNdR44A/siFj2mH8jXMW7oIA6njFctb4j1MJ/DMvW2HlOc1nfD1DN48hI5CK7H/AL5NP8RTbbf0zzWr8IdNZ7y/1Nx8qqIkJ7knJ/QfrTpLUnEO0T0/Vm2aPev/AHbeQ/8Ajpr5CkOWNfVvjC6Fn4P1eYjpaSAfUjaP518ov9411o84bijFLmimAlFLSGi4gzSZopKBgTSUUUAFJS0UAIOtXyd2mJ1ysh/Uf/WqhVyFt1lKhPQhh+H/AOugCvXoXgZw2l7e6TMPzANee11nga88u+ntCf8AWqHX6r/9Y/pUVVeJrQdqiPU92IMjtWRqBBj5yDjrWjC++36dqzdQwbYgjkVxHqo4Lxf/AMe1n/10f+S1yma6nxaMW9lzzvk/ktctXZS+BHl4n+IwJptLSVoYhSGlooAbVzTz/pKqc4bKnHuMVVqS3cxzI46g5oBEDDa2D2rY8LyiPxFaE/xEp+akVmXSBbmQL03Ej6HmktbhrW6inT70bhx+BzQ1dWBOzue8adxEPpS3LZ3AjIxjiqmmXKzRxypykih1+hGatXBw5J6Yrz2ezB3OavcDzecjY38jXlg6CvUL8DdPzgeW5/8AHTXl46D6V1YfZnFjfiQtFFFdBxBSGlooAZ3px+7SEUo7igQg6167bSiHwNHIO1gAPxXH9a8hzg16fbyb/htCw7wqn/kTFcWOV1D1N6G79BmiRYiTjmuqhGErn9FH7la6NR8lcctz04oz7s/vk/3hXZY5NcbON1xGvqwH612WeTXJiunzIqbh0p1AFLiuMkUdKQ9KPpS0ARkDFRP0qwRUEvQ0hov+Gf8AkI3H/XIfzrqq5Twx/wAhG4H/AEzH866uvoMEv3KOCv8AGeYXLGXVbyQnrO/8zUh6H6VCuDeXB/vSMR+ZqSZtqkZwcVn1Z6K+FGFq0h5A7dK774dQGHwuGI/1s7vn16D+ledXjFyx7D9a9e8P2R07w/Y2rDDJECw9GPJ/U10UVqc2KfupGpRRRXQcIUUUUAcz43XdoiegmXP5GuVRdlryR06Cuv8AGSK3h99xwBIhz+NcWHHlqM5Cjr61y1viPTwb9w5bxHKWbZ36CvWPAemf2X4QsoyuJJV85/q3I/TFeTXMLahrtvbLy0sqoB9TiveoY1hiSJBhEUKo9AOK0pLQxxktUjlfibKIvh5quTgsiKPqXWvmNjkk19BfGm5MPguKIHHnXaAj1ADH/CvnvPNdCOIKWikzTGLSGjNFACUlONNoAKKKKAEoopaAGmrVmQX2n+IEfnVU1LbSGOdGB6HNACVc0q7+w6ra3OcCOQFv93of0qvMoSeRR0DGo/ajcFo7nulswClRg8ZGO9UNTPysPyqv4fvvtGk2M/rCFb6jg/qKl1NgyGRMEZ5rgkrOx7NN3SZwPixsmzHs5/UVzJro/Fbgy2iDsjn8zXOmuul8CPMxH8RiUlLRWhiFJRRQAUqHDCkNJ3oAsXYBaNv7yfy4/wAKqEYq3Md1pCxP3WK/1/xquRmmI9O8CXouNBRGbL2zmMjuB1H8/wBK6q6P7vd/k15r8P7vyr68tSf9bGJB9VP+DV6JJKssCofvY9a4qqtI9TDPmgjmNVbbb3Z/6Yuf/HTXmw6CvRdXfZZ3hbGRC44/3TXnOeK2w/ws58b8aHUlJmjNdBxCilpuaTJoAd1pBwaTNFACuMHNeiaOzTfDN8/8s3IH0EgP9a88zuXFegeEJPtHgXVLY8mIyH81Df0NcmM+BPs0bUPiNjRf9Ulb54Q1z2hHMUfuBXQyHbGa4HuestilEPM1GBf+mgrqw2TXM6Wnm6qGxxGpb8egrohXHiXqkZT3LCt707NRLUi1ykjvpTgPWkAp4oAaQMVXlHBqyxHpVeQbuKARZ8Mn/ic3A7eQD/49XU3EohtpZT0RC35DNcn4abb4gnQ94OP++hWz4lufs+iTAHDS/u1/Hr+ma9/Bu1BM46y5qtjhbZSRv9eaju5CBhep4qwhEcYGOKzpZAJZZGOdvQVKR6DH6Lp66j4jtbRhmND50vuq84/E4FeuYrkfAumiHTn1KRf312flJ6iMdPzOT+VddXXTjZHm1580/QWiiirMQooooAxPFg3eG7vjOAp/8eFeeuxSIDGeM16J4p/5Fy7+i/8AoQrzi6jc2wYngKcVzVt0ejg/hZX8IWv23xxbEj5YiZT7YHH64r2evMfhlbF9U1C6YZ2RhPxJz/SvTq2pr3TlxLvUPE/jpfSfbNKsf4BG82PUk7f5CvHq9W+OZ/4qHTf+vQ/+htXlNaoxFzRSUUwCikzRmgBcUmKMmkyaACikpaAClpKKAENC9aDQOtAixMf3pPqAf0FR5qSfJ8tj3QD8uKioGeieCpjLoflgZMUrLj2OD/WtvUBi2x61zXw9ceVfK2cB0P6Gum1MEwgngZ/GuOqvfZ6uGd6aPPfFIxdWy+kR/wDQqwCK6Pxam2e0b1Rh09//AK9c4Sa6afwo8+v/ABGJRSUVZkLRRRQAGkpaQ0CJDzat7MD/ADqIN61PGC0Eqj0zj6f5NQE+oxTQG14Vm8jxJans+6P8wa9SAO0krjAryHR38vWrFwek6f8AoQr2Jjuiwo5xySOK5a61R6GCejRyWucWF83/AEyYV58ORXourR7tPvhn/lk/b2JrzhWrSh8JljfjXoOxSYp2c0VucY2ndqMUYoATApDTsUhxQA0HBrsfAtwUbWLUn5JbJpMH1AI/kTXGnrXR+DpQmqXIP8VlOP8Ax2scRHmptF03aSO50FT9njPsK2rl8J1rO0OPbaIf9mrVy2QRXlvc9lbGh4fgzHNcHqzbR9BW4Eqhpp+zWkMO3nGT9TzWh5me2K8+q7zZg3cAMGngimcZGadgcVlYQ8EDpSimgVIMUWEJtzzUZ60Pdxx8HP4CqU2oZB8uJj7ninGMnshosaNNGPFcaKTlonUHHGcZ/pVjxddCa4gs0ORH+8kx2J6fpn86x9MvUsNRN3OhcqjbAP7x6f1pGle4Z5JDulkbcx9zXr4duNHke5EabdTmZUlcqrVnR20l5fQWMP8ArJ5AhPoCeT+Va8yJtxgZNaHgux83V5rphxbptB/2m/8ArA/nW0I3djWpLli2d1BClvBHDGMJGoVR7AYFS0UV2HlBRRRQAUUUUAc94xk8vRNvaSVEP6n+lcaQs1rgAEY5Fdl4wQPoZY/wSow/l/WuTto9sSHpx0rmrfEj08H8DND4bKFTU8jDCRAfyau8rhfDd5BpurTQOQkd3tw3YOOmfrmu6ram/dOLEJqo7nzd8Wprq48eXfmpIIolSOLcpAwFB4/Ek1wwhlIyI3I9lNe7+NLoJ4jmDBWiIVPmUMN20etc8xtgTv062YkD50jHH4VskZHlKwyMcLG5PoFNPFldMcC2lz/uGvRLloQijf5ak5A+79KzS7CX5JVdc5PIOKtRJcjkP7Nvc4+zSD6injSL9uls9d/aRFs5G4HkCtKCMBSzgrjpz1ocbDTueZLoWpM8aC0fdIwVfcmpo/C2sSxiRbTCElQzOAMjrXqbsoa2XG7Mq8+nNZhlRdOtQzD/AFuD9O9KwHnh8Oako+eDZzgbj1pyeGtRbb8iDd0ya7Vz5shY7QpcsBgj8+aImlEmNiuOR97FNITZx/8Awimor9/y1Gcdc0xvD0i4H222JOMY3Y/PHFd0lxKWAlgdfdWzT5Ps0x3SQvJjoJUyKVgucDH4cuJAT9qtAB6yH/Com0J0YA3lqxJwAjEk/pXdNZW/mZTTYmbuSnAqjfn7MNsaxRHv5SbefrRYZyV9p01lHEkikks2MA9OPy+lVBa3DDIt5SPXYa73TnUI4JGANwbr35NCwNdzpFbTZkY9N2fx/ChIL62Qnw9sZkivZZY3QFkC7hjOAf8AGui1OVGRs8dgK1bCzWys0hXnA+YnqT61Q1iASDdz06CuCo05to9mhBwppM4nxHZTahaW5t4TJJG5zjsCP/rVz8PhvVrloxFZuTJkryOcEg/yNem6ZGsULEnkk5z9KIZB9st2PyApJx/wImuukvcR5uIf71nmjeF9WXbutuG5yGBA+vpTU8Oag54jXGM5zXcmYPDEE2khmY5B4HPvUZ3RqNhVuo64zWqRztnIJ4V1J1BCx4PH3qD4auEH725gjPXDZyR6iu2E86KuLYFcclXqYSo0e10nyeoxmhoEzz4eH52IC3VsQe5YjH4EUsnh2aPG69sx/wBtD/hXczWlm6nFij4/6Z8k+9Qy26QwlxZ20OBx+7BOaVhnIWOiyLKs3mJJCCQxQHkEfrWRcQ+VKV6jsa7JJS8rsz7tuQBnGB3xUUmgRXEIIbBJ6HNEY3YpSsrHM6NCZtbsY1zlp06fUV7RPiCEIep71zfhLwilheHUbg7nAIhXsuf4vrXXXSb4GU9+9cleScrI9PBQajd9Tkrlo3eZcZR1KnPuMV5aVwSBXpesqbWyvJVJysTY+uMV5oDV0NmY41+8kA4p+RTKXiug4h2R60ZpOKOKADNJml4ppxmgBD1rU0KR4tTjCdZEZD9GUiss16F4L8GveacdckmChFZo4tv3gvfOeMkYqJ/Cy4W5lc62wj8mzUe1MceZIqZxuYDJrOPiazjEEbhlZ8bwo3eWpAwT09/yp+sFG0W7kininiZHRZoSdjEcHGRnuPzFec6E7q6PT+sQaaTO/jht3A8tomA4BBFW1tlIyEJ+gr5u/s6QAFZSvGRhqmhlvIY9n2u4Ubskq7enHesXlEuk/wAP+Ccn1ryPo37Og/5Zn8jR9nXuh/Kvnlby/jlKrqN3nHXz2/xpJrzUSSH1W7wDj/Xtz+tL+x5/zj+srsfQFw0MEZZsKo6sTWLLrKPLst49w/vNxn8K8w0LxgNBidLjzbrzOdzuWZT6c0y68bXFx8unW4i775OT+AqqeVuL953N4V6XLeR6TdXo2gu4B6VDaXHnFsHIHevM7C6uruUXd5dySMDggtgDn06V6bZND9jjaHAjK5GK6pUXTVjSlXjUvYmbqKUyBFLE4A61EZhyw55wKqXEokGGO1PXufpWdjRsnlnYgP6jiu/8M6a+m6QiTDE8rGWQEcgnoPwGK5Xwjph1LUPtcsf+jWx+XPRn7D8Ov5V6J2rppRsrnn4mpd8qFooorU5QooooAKKKKAMHxTj+zFU/xSr+mTXLoCY810Pi58QWyZ6uTj6D/wCvXOyzCC354wOa5q2sj1MIv3ZSu490bkV3PhjUH1PQ4ZpTmZMxyH1KnGfxGK4LTr1dQtZ1x+9hlKMPbqD+IrrfAu7+y7xSAAt44H02rVUn0IxkVypnB+I592sXxU5P2pxyOOvT8qzofMhDBQXhJ4XuPanalO17O8q/eldmIX1LGqQuDaIqt8yhefXIrtS0POJrqe2Ufv8AgnnDCs1obaVhiJTuOQRU9zced8rDdnnB6YqmEhaRXMAAA4Kn9apEM0re0VHRl8yPHdWODV1VkLoDOG/66L1rLhKoEKyyJxjG7NWRJK0hPnK3pkfhSY0bqoN8AlUAhwAynPPXpXNXc0kFlAvO8ykDHYc/0rSeSWRoh/dlRhjt8wz+lcbeXo+2IgG+OOU8A/e5PekUdDiOO1ZiyCZ+UUHlunPt+PWqzyzq5BwGJ4B9x61kJcT3t00ZkYZcttVuFwBxW2kLIS7tlsZznPSqRLIkursMEaMkY55q1Bfz8xldoHQnJxTFJD5A5zg4qWeQgYUY2jByetAFyT7VJZyTRxlolIBcY+XPc1j6qkEkds9u54XEgJ5Ld6tvdt9mkiUgLIAMY7Dv9azZpI2IZ+CARmpKLOnOkd224YQwkk/Qj/Gul0KK3kZ7iJB12hsVxGnXONWL7iEWJhx36cV3+lMIdFjlwASCxrKrK0DpwsOap6G0BuQkVj6qxUhVPJGak0G/a/0zzXHLMxx3xk4qrqnEkhzg8YriaPVRDYEsjrtVhnoTg81BcgJc2zR8J5b5B7HceKbC7RxuU65FYes3BtYIv7zNKAPQFhg4ruov3EeRilaqySyf7ThpCqopOCxA2jkZ/wD1cmlmlbzGMJzCHyrDuPpXPxX8iWsKITH+8JZg3LegrUsbeVrYMzsQwD4ZvbNao52S/abpRuQbhjsanS+uYyr+UQW6804rjC9s8ZqVHxCSynJ+UZNMRatp5p3VUAMjEYU9efrUMqjddw3gaO424jUnowPftUMc7Ix5AYEHOeR9KrXVx50sryYPmnJ4qRoz1QJBLu+YgHn14/lW7oN7NJL9luLV87jhwOMe9c3fyosLJGeSMECu08Mq7RIzj5Sq4b+9wOaznJx2NqcFN2Z08IAVVxjNR3Y2wuc9BWa+pNH4ggtARs8tmJP1AFXtR+aE+5FcT1PYSsczfRC7SSCTlZUKH6EVwd14dkhfCSA+1d+x/wBIznIDVk3UaKspJ53HaM9ea7MIk00zy8xvFxaOHXTJSJMsqlSBg96UaTcmbyvk3Zxwc1uRKN0uE3bpSoHv/kU+ErFKZHGPl+Ud8k9a6eVHA5NGfH4YuWcK00akgHkGrSeD3cc3yAg4I2GtSC4mnlTYANoyWIrVS0GUkMpJzk4p8iM/aSObXwZltpvTx3EfH86il8IiMH/TckH+5j+tdoxKo3THWqdyqkBu2Kh2NFJs42Pw8DciLez888YFdtAuq2ukiysrjCBNvl9Mj0BFVdPhXzxjrXQRxbUzXmV8Q3L3dj1qGGSj7+7OFkjuI7s3U6/LKOMg7cjgrn1HpQXkisZY2kkCSEEIeAT3OP61186OGJildMgggHjn29eTXM68xgaCIu7uQzlmOfYV0UcQqlo21Oerh3TTlfQyiCqA7iTjHPFKQGKNuwQc5HJGAKiMjgBcHk8EU922puY8ZIyT7/8A1q6zmGQljj5uTk8cceufxqOTAfaQScZOaLbBSSUgqH+VR7etKQXfglmxjigCGe3MgQ46A8EU+0jCNE3IBJB79qliJ83Axux3NOCfM2D8wIOKYEsWIJ3cMNrD5l9Peun8P60sLfZZXYRscgk/dP8AUVyhkaN2+UAn2qNbowShtu3nqT0qJw5lYuE3CSZ6dPdYUbACOOR15qKztZ9Tv47S2XMsrbc5yFHcn2FYVrrUcmktPLKN0XD5PQ/3q9P+GSWl14Xi1SKFlmuHdWd+uFYgAe3GeO9cKpO9md9SulG66nWaZYQ6ZYQ2cA+SNcZ7se5P1NXqKK6Dzm7hRRRQAUUUUAFFFFAHK+L45QtvMATEuQcdia5PVf3lvGu8ojyoGIOOCRmvTrq2ju7d4JVBRxg151qlmGsLmzmA3xkg59u4rCorO56OEmpQ5OqNzVND0/R40lsbVIPMbbIVJJbjjOfxqLwXd4vNQsckFsTpx/wE/wBK4DTvHWvXFxDpmoQC+gMqhZY0zIgHGeOv413Hh62kTxSJYzIy+Q6ykjAXJGAfxFUvjuhyi/YOM90ef6FD9suoIDuZ3RxnsMA8/WkkxHcvBcL5cyZRg39KdoE0lhexylFIWVhnpgZOamntpbtpZnxLI7b2z2J9K6kzzTKuLWNHyrAqT0zUISMSrgDAGMVLPZbZCBx68nApgsSwVd8q46HNWmS0WzCrFNv4jNSx2mCWxz61ClkyMr+fKT/vVYRQuQZpOhyGak2CQrho48LxtGcjtiuQuLWf7YuxDk4HAHB5rqJpxCjEb24xyeMVRiuIXgaZ0CyZUBvQc4/nUFESWYso0wgL7PmZR3pBdYbcwbOMZxU3nPJlV2ucdj1pYpWVD5kLDvVoTES8VcFjlj83NSm7gkJH3fxoMlvI4wVGevHGRT4oYnkdXAKjvTEQZULu3JtOBwaoXcikMQCQenHWt9bePYSI1HuAKy9U8qGL5D0PpSGjK0v9/qcFswCk7xke4/8ArV6LPiDSzCB8oQKPpivPdAaL+3LKablTIwYY7DNd3qs8dwHt7beiyKCrHn24rmq6tI9DB6KTW47w2xNtPKcnLf5/nVTUrvzrwqvRa1oWTS9B2YUMRjA9a5+FA7tI5xk5JPYetYyfNNtHXTXsqaUiVAyx7yOvT8KwtchkmwADwABx0yRxW1MybidzY44U9BWbLdrLdrFJGShxnJ54PH8q6oxtGx5NWpzzcjL03T3kiaaZBgLhFI75q28pT93tIGOFxU73KqzLEV2gkbaaHlEgYxZB5yDWiMmNS7HBywVR/wDWqdb6HYAygc9jSmeEqVddp6jjmkKxlFZSpyeRVCGlkkbCMpJ9T+lQTyIVwCCc9q1FtoQRtRSep+tNnhiRST8p9MDpSBHKXMuyYvsBXBByOuRivRtBkX+wNOZRz9nXd+o/pXnF2wlufKzgYY5x6c16DokscXhG1m8mQsiA7h93AJFYVdjrwlvaps07RAxnlZNxaTjIz0FM1m78i329CeBS6YxeXf8AaGaIHIQx7cHvznmsrWbn7bqBC/cU1hNrRI9ClFpynLqykZNkTSHOFG41zX292vSZFxlix9K3NRuraKNrdpAJB8xHTHoPeuWu2UIzqwyxwa7sNDljd9TycdW9pU5Vsi65RkkdZCD5hdQvvj/E1BJLHGWJA5PAquswMSkE89s/59aWFYyS0pyc9zWyONmhaz3cjDyYSRnv0retbeYLulY5HYdqy7S7xsMcZK561vwuXUHHFTJiSJZI8Dk9qzrsZkRF6ckitGVhnJI57VjvPgXM5BwDtX8OP51yV5WhbudmEp809eguhzefczH+7IV/KulLYSuY0rFpFv2jk5Pue9aK6okrEdAOprzprU9inqrlmRstnNcr4nuAt/GoUkrEOn1Nb5u4ySc9K5XXWkk1aRkVSoVQCT7V04GN6nyObGu0F6mZ5weU5LBfQcUyeQbNob5WwefqTSCSRCxOzjsKnM0EdnC5G52BH3c4r0JbnmoizK1uMZAzgdv89KSJSHBbOCCTg0SX8bAfL90/Lx0pkd6gkDFSfUihITZagQGUKoOT3JqwUVEPmMAVIJFUYb2IynepBPcVbkJdflboM5bFUohdD5ZRuBVQRjmsy8ldiPmO3tViXzHKqGHT5jVK4U7gAeg6VSiS2ILhvsUkRc4LDIB6+lfVPguUz+C9HlMCQFrRP3cYwo46ge/X8a+TwAIm9SQK+qvAEc8XgPRVuJVlk+zKQy9Np5UfgMD8KyqpJDi7nTUUUVgWFFFFABRRRQBz/wDwnfg//oa9D/8ABjF/8VR/wnfg/wD6GvQ//BjF/wDFV8QUUAfb3/Cd+EP+hr0P/wAGMX/xVc/ruv8Aha+k8+08W+H1lK7XR7+LDjtzu69q+QaKTSasy4TcJcyPoTUb7w1JKd+t6UJBn5o7yNvyZWqhoHiLT9E8X2M8OuWxtzKscxN8m3Y3B3EnGB1/CvCqKlQSOieLc1Zo9tt/EGlRSTKdTsMb3H/HwmCNx96uDxHpGFA1mxXscXSf414NRWqkch7w+s6KxAOuaeQeTm5T/GpX1bRGXA8QacMDtcR/414FRT5wPdZte0QKuzVrJj3/ANKTA/Wqv9u6QqnbqWn7jyczp/jXilFLmA9Wv9ZsLp0hOq22HYKSsy4GSBknPSvSfFjeAh4dLaPrWhLdW4XCRX0W6RRwRgNye+a+YKKTdwPUV1ewRw41O34P/PZf8a1IvEGjyRlW1G1U7f4pl/xrxqiq5wPaTrWiyA51Ox6YINwn+NPj1XQwBjVLAE4zm6T/ABrxOijnFY9wXWdHQts1mxXnp9pTkfnTb2FbiJJVkV4nwyspyGB6EHuK8Rr2jTyf+Ec0vPazix/3wKalcClpUf8AxOrZAMYZsfka7iOEB/OijTzCOrHp9K5rR4lOsQOQM4YjP0NdlDEqoc88ce1TKCe5tSqypu8TOuY5G4nlJA52gcVRkcgFdgVAe/OfrW1chVAbG5ueBXOX8/7/AAxxg5CjgCiFOK2HUr1JqzZBe3DxpyyxgjgAc12nwu8N6Zquhahf6haJctNc+WpkGSqqB0PUcsenpXmWoSNO5JbjPAr3v4c6eNP8DacuMNKpnb/gRJH6YpyMTx7xLpb6Rr93YMWAjc7T/eU8qfyqrZ3Hlph97BehHNejfFDTEF5a3+wESoY3x6ryD+R/SvOoh9nmIU7lbtVRd0Jl/MYJUj72CMUqQRM+SoJ4ORxk+9OihRgjEbRjlauQQLuyCSPQ+lMRAbXhWwVJPUU24hkZCC24+taXkNjGAMZPNVLjiNtpzweaLjORvoBC+QMnkZrtNIg87w1YpId0apuCnpnJrmbpFeQgjgDmuv0plj0q1jBGBEOB71LinuVGbg1KO49Yrl1CI6RKOPlNUniWCTH3m7k1pNIdhIOKzpwWfINKFGCdy6mMqyVrmRrCx+UyygS55GfWuQv7JRC00A2KgyQDXYagqCI78gg8VzN8uLCU7uoPFdb+E4VuZkLbLYButTWpMkgDElaqY/dq+eMVbssyygIPqahPQ0Z0NgCU2jtxxW1CTFEN3PtWZZxjhFx9a1E6Ac+9JkkU8z8npWdO8RKwQk+Wp3HJ6mrs4ZjjpWbJDKGJOPqK5a0W7WR24WcY3TdjTcr5IRMZIwKjW2SKMRRnp1J7+pqhHM0JLSPx0FK+qJHCzr87dhyPzrlVCpLZHoPE0o9S3cFLa2eXqqDIHqe1cdIJ2dmkmO5snJPWtO8u5buNVdgI152r3Pqaosu1cgKCO/rXo4ah7OOu7PNxNf2stNkZbsQxy+f60vmkRBCflDZFLMAWY571FKNoA9BVzVjCLEJOanihZgCSQPaoAec1egRduS2D6etENQYsCDe37ncK0GkVlyQQMYxTLZpGj24VRknoelTlFSMFuWxk1qkQ2UpZME7FXGKrTLI5y/B6bQMVfEW9yzcYHAAqCaMAZOcUwKWEEAH8RY89ugr648PW8Vr4c02CDHlJbRhSvQjaOa+U9Kszf6vYWiW7XBlnVfJXguN3I/LNfXUMUcEMcMSBI41CoqjgAcAD8K5q3Y0gTUUUVgWFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV7PZAnw3pZAx/oUP/oArxiva9O/5FnS/+vOH/wBAFVEC3o6br9Tj7qHmuutgqx8nJ61zGh/8fh/3Grpovun6VTGVtQnCxnHGRniuOvS0spPoK6i/+5+Brm5f9WaEDM3yGnuo4VGWd1T8ScV9O2sCWtrDbp9yJFjX6AY/pXzbpX/Ib0//AK+o/wD0MV9MipkI5T4gWRu/DLyqoLW0iyfh0P8AOvHmiVcAcDtj+E17x4j/AORc1D/rg38q8LP+tT8aqGwmWYlZQBJ8x4q7GFVBhgOO9Qj7g+gqRf8AViqA0OAi8dRis+9AEBUDtV7+5/u1Tvvu/hSA5p1O9wQSTxXTWh8uONccbAP0rnpP9dXRR/6sf7o/lTFLYtjATHXJqpMFIcDr2qyv3RVaTr+dVEzZz+oOWXPUg96xJoTPAYg+CwI+nf8Awrcvf9W3+9WfZf8AIRh/67j+lbdDJfEcidxGzPArWsY/LVcd6oTf8fU3/XRv51oWX31rKJqzoLU7QGHXGK0423Z7VlwffX61or9002SJK25u1U5jx0qbsfrUMvb6VC3GUZmyigggZY4/IVnzpiMH5sitCboP91v5mqjfcH0rpjsBRlO1SxJOaazMygBTznqKfN90Uj9f+AmmBnbMyjd3NW9N019b16x06PIe7nWIkdsnBP4Cqqf8fK/jXU/DX/kpOj/9dX/9AasqmxcSj4/0qLRfHGo2NvEIoI2QxKOylARWJEWAyCD68V2fxh/5KJdf9cIf/QBXGwf1qIbBI0reY+UQ8RIIxkVa8yDKjZICFGfSqkP+rH1q3J0P/Af51uiGRm4gGTllP0qndSxj7pyeeSKmn+6fwqledB9KYHV/Cy1nu/iDprQ7D5AeWQt/dAIOPfkV9MjpXz38E/8AkdpP+vF//Qlr6ErjrfEaw2CiiisigooooAKKKKAP/9k=", "path": "000755.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000756
Men Tshirts
{ "bytes": 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", "path": "000756.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000757
Men Tshirts
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", "path": "000757.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000758
Men Tshirts
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"path": "000758.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000759
Men Tshirts
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", "path": "000759.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000760
Men Tshirts
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", "path": "000760.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000761
Men Tshirts
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", "path": "000761.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000762
Men Tshirts
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", "path": "000762.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000763
Men Tshirts
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", "path": "000763.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000764
Men Tshirts
{ "bytes": 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", "path": "000764.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000765
Men Tshirts
{ "bytes": 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", "path": "000765.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000766
Men Tshirts
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", "path": "000766.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000767
Men Tshirts
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", "path": "000767.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000768
Men Tshirts
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", "path": "000768.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000769
Men Tshirts
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VLYTW7f7ynqtXK8z8Gag0cNvcAna6gkeoNelqQyhgcgjIrtjK6PPxWH9jLTZi0UUVRyhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGTrviKx8PQQyXpf98+xFQck/4VWtvEtnqxmt7QlmQDeQc7c9M1zHxdsp7rw4JrfJktpFcewzg/zz+FP8I6XDo+lQQRne7p5ksp6ux7/wBBWNWfLodVGkpe8dIAc8Vk69olvq9m0E8KPnoSOR7g1soPUUsijBrmsdl76M8a1HR/EHh4N5fm3lonR1X5lHuKgsfGphmfzcoM9Gzke1exyRLIMGsPUPDel3jeZcWcMp9XQE0+buCT6M831HxwGYxxNvjZsliegq5Yyar4jKJbW0lvakgSXLDHH+yO5rqYfCujW8waLToAR0O3OPzrdggCKAAFA7UnPsh8r6sh0oW3hXSZZLaLKW6bmDHmQkgEk+vNdvbXEd1bpPEco4yPb2rz/X3A0G/i6+ZCV/lXR+EpybEws2SMMv8AWuihK6scmJir3R0VFFFbnGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFQy3UUXBbLegqjJeyycL8i+3Wg3p4edTVbGi8qR/eYA+lZ943nBj27VHHnJJ5JqQ9CPWq5TtpUI03fdmbpCCO1dQP+Wz5+ua0x92s+3YQajNbHjzFEqfyb+n51fB4rhkrM1nq7kUuc1A+atOMioGxjmoYkVHbJxihF5zipivNCrUljHGFNcN8RZFXw44J5LgCu6mIVCTXl3jG4bXtXs9ItTnfJg/1P4DJqkiqa943vBsDp4d07cMHyBXpOmzA2MYdgCOOTXL2VsltbxxRjCRqFX6DirUrlofKPTBGPrXZBWRVeh7WNjq6K4mz1m9swFV/NjH8Ehzj6GujstbtbsAMfKkP8LHj86s8qrhKlPzRp0UAgjI6UUHKFFFFABRRRQAUUUUAFFIzKi7mIA9TWfcaoqZEKlj/AHiOKBpXNHoM9qqT3gVSI+vrWbb3Tz3D+Y7MQvHPAqV1OW46+tOxaj3I7q0i1KxntLjlJUZGz6Guc8PJPb2ptLk5mtGMDH1x0P4jB/GuniIB96o6hB5M4v4VJGAk6qOSvZvw/lWVWF1c3ozs7MtoaeRkVBGyuoZSCDyMVOPu1ynUQslVJ4mzwTVxxgkiq7kk4qWi4lNYfmqV02rU6R85qC/uIbW3eWVgqKMk0kguYmpobqeC0Xne++THZF5P64Falo32d1K/KMYyDVDRo5Li0fUpgVa7/wBUp6rEDx+fJ/EVfZdoyDkAda7aUbROOrLmkWY9buYQQrB8dFcfpWna+IrGdkSVjBIw48z7pPcZrnHj+YnHbrWfqACRIcDDS/05rQxcUz0oEEAg5B6GiuC07Uryxx5MxeIn/Vscj/61dHa+IoJsLNG0be3IoIcGbVFRxTRToHikV19VNSUEBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFHSoZrlIuOrelUZJHlOWPHoKaVzppYeU9Xoi5JeIvC/Mf0qlNcSyDBbA9BxTMYoIyKpRO6nQhDYjxQBTsUoFM6LkkfSlJw2DTRwRUjrnmgz6mH4hdrWK31GPrbSjd7o3Df0rSt7lJ4ldSMMARTri2iuraS3mXdHIpVh6isW0gn0mQWshLw5/dOepHoa5K8XfmKtdWN1nAHWoGYN6VFI3y5qsJiG61zMSgXOPWh3WNdxNQxkuQAOtUdZmaCMKoPNSNR1MvX9cMUTpGck+lZ3g7RGMkms3SnzJMrAGHIU9W/HoKvWOgtqMvn3QIt88+r+30rpiqxqFUAKBgAdhXVRpt+8zeKS2IiMVC75fA7CpWPNVCSfMbB6HFdJqVI1yOalWLvT4o8AcVYCe1ITRJa3tzaY8uQ7f7h5BrZttbhlws6+U3r1WsMJS7BQctXCU56tHXKyuoZWDKehBzS1y0E01s2YnK+3Y/hWzZ6ms2Emwj9j2NB5lbBzp6rVGhRRUNxcx26/MQW7L3NBy2JWYKpZiAB1JqjPqaKdsI3H1PSqM9xLcHLnC9lHSoghLcmnYtQ7j5Jnmbc7FvqeKiKZ68/jUhQjtQVyOQfpT0LsMt8Jc4x95cYz3q9gEg5yPSs94yrBwMEcg+hqeTUbaCAy3NxHbqOu84GfagGTSDGMcE9KekmE2sTjrnFZDeJdHP+rvTN7QxMx/lTLzxFKkObDSLu5kP3fMAiT8SeaTEXntDAxNtjyzz5fp/u/4UqPIF5Uj6is/S3vZh9qvmc3LdIkACQj0Ud/r1qX+0D5jRzj92xCZGQVOeCR9axnSTV0bQqtaMsmTJ5oxk1nyTtFOYpOGH6jsav2rrL3rls7nYmrDpXWGAs3auVuIbjxHfparkWit++bsF7j6102qwGW3CBtue9ZGp3n/COaQk1vAZWDqpjDYchup+taU4OT1MqlRRWm5pzFSVWJQqINigHoO1NWA7QOcVnafr+lXMaObgxt3SZSpH6Y/WtM6zpm3i7Q49ATj8hXYrHIN8hmHOMEGsTXUCS2sKk9Wkx9eP6Vpz63aoC0KyTHsApUfiTWC81xdXpnkRskj5V5AHb8KANG2hYxgcZqx5LDrj8qlt0woBqUxbjyRn6UARIrIwkSRkf+8rYP4+taNvrs8WFuFEo/vD5T/hVIQqSOv4UrQMAecgd8UCaTOntryC7XdC+cdVPBH4VPXHKZIWDplSO4rVstabKx3ADAnG8HkfWkZuHY3KKKKCAooooAKKKKACiiigAooooAKKKKACq01wfuxn6mn3TEQ8dziqRJppHbhqKa5mNI5zSYp1LirWh3DMUmKfijFMdxmKAOafijFAXKz31rC+2SUIR6g0j6vYKuTcKeOigmp2iRjkoD9RUTWsJ/5Zr+VLUa5HvcxdS8TTQon2OxkkDkAyvwFH071as7hI4/NuX/fSdWPX/wCtV/7LGYym0Y7D0qhe2W5gR/dwcVNnubx9k1ypWIdUvBBKEzwwyPeq9vKswBB61Jr1p52jGSPO+3G8epA6j8qxNGuldxzmuGtHlkTbTQ7aygBQMag1GGJmyQpPoakS4EVsOeT0qkzlmLE1tSpq12TTg3K7M681K601t28SRdkZf0GOlT2OqRalEWQFJF+/G3Vf/rUy5hW4bay5AqKHTEgmE0LFXH5GtYt3sdnJDl8zQbmmtGFgb6gU5S+PmjJ9wakdfMCLggBsnNUZt2IUQDipVSnhKcBzQK40JS7KkApcUE8xFso2VLik207CuWLS7mhVlzuTHG7tURLSOSSST1J70YGdo7frUmMHC8sPakeNVlGU24ob5QP3iT6AHFPCqo4Bz7CnKD3I4pTnoBTuZkZB7kD9aTBA6n+VShcd6QqD1zk0gIwqgdyaZNBFMu2SIMvcEVOFOOAaMcEEn8aAIo7WGNQEiVAOmABT9kYOMc05enQ8etOJ9AKAI1jUHgH6Ch7SCZ0lliDOp5+vrTssec/hTxkhiB2zQJmD4ntiumm6i/1lv83HdM8j8OtVPD98Z0B6iulk2TQtE6ggjBB7g8EflXGaBE+iw6kbkEpazGKPP/LU9Rj8CKwqU7yVjopVUotM6S/vVtlLH5pcfKnp7muYnja8lMjszseuTU/76VAZX3SyHc5Iz+A9qu29gvyvszWySWiMW23dlexsypG9M/UVsx2kIAxEBRDCirgZ/KrShRTEQtaxkYwBTBZqvRR+VWT8pxgYPcU4DI4/GgCuIvL7AD/Zo29zj8amMe6k2YGMCgCHnuB+VKp44XI9jUuG2/dGKaEXr/SgBAg77l+oqCSJB82cfUcVZXBbaOo7GobvdFCz8jjHTigZa0LUWdjbSnIJJjJPT2rerhIyYHUoTkYKn9a7OzuVurcSA5PRvrSMprqWKKKKCAooooAKKKKACiiigAoopCcAk9BQNK5Uuny2PSq5NEjZamA8D1HFWj2KcOWKQpIBAp+Kru374LVmmU0JijFLRTEJig8UtIelIA60hFAoNAxlRyLlwfYipTTHx8p98UFIiChgR1GORXD2tg9l4jlsRkJv3J/uHmu0DlJ9vaobm1gF6LvYPO8vy93ouc1nVpqdjaLafqNbn2AGAPQUw8igksdoqRIz6VRqvdRGqd6mWPipViqVU4pJESqEIjxTtnFS7fajaadjPmIttG3FSEGkIosO4gGRQeKVaST7hIosFwHIp8S5ce1RRtlanQ7UDepoZjiJckGNIVWJ/WlJxzjA/Mmh8AAn1waHbKgDr60HlChuOMYpxdtuQAM/nUUZO49hnGTU+0AjOSfekBGpCnLZP4U8zccLzShsDp+Qpc5HTA96AGAlu/60pUd+f6UFVUjknHoKVVXqefqaAGgKvoPpzTgcjp+lBIyR/Kkxz3oACmM7R+dOjJVgHPX5cCgcnGDTWGxScc9etAMqzt5dyoToSBWNfOb+/WJDiCLgj1Pc1q38hhhlnG3eBhCRxk/0qnpdvhXLr0xhk5XPfGaEJEsFnghtyHHFXhEoGNpz7GnIgHRiPrTgMDqD+NDGRhBnqfr1pcY6Z+oFSbiOcdPSg49SD6UARhSo9vpSbh2xTtrZ7n8aaVb0YGgBAw9s04OG4LjH50zBz0/SoyV3ZIxQBPNHlCVPPtUdrIXR1Jyw4OKfHLu46g+tV/8Aj3vgSMK4xQAhIF7tYjkUmot8rp/cjL4z6nA/rUl4oS4hkHQnFZTTGa/vwTkIYoh9QCx/mKAHIheROeuMD6Vr6LdFL6a3b7rscfWs1GUTRcjAy34CorO48u7SfJyXyfzpA1dHb0UUUGAUUUUAFFFFABRRRQAVHcHEDVJUNz/qGoNKXxozWPNR78ShfWlJqvMSro47GrPbjG49jm9xVpj81Ui2bsH1q4q7iT2phNWsPU5FLRjFFBkFFFFABRRRQA01DKcLn0I/nU5HSoJ8CNvpQXHchuEyQ6/jVaR2kap5ZAkLH8qhtQztypU9eaV9TeOiuyWGDA3N17VZWPinBOKcBimZSm2JtxRilNFBNxuKXHFLSUAMIpMU80zvQWhp4FNL8EU8kYqNsUilqQq20kVcP+rQZ7VTIy1W3zkDrjikzlxz0SI3fOQOcjp60kUokjAXtwW9abNwpYfw/NUEb7JmQn5W+ZP6ikecK8+/VobYdFTea0DIC3AJ965uO5P/AAmc0TMAfsy4FbH2jfcG3i5ZRmRv7vtSAuAO5xkgfrUgjOOo+tMjIXgL196lALeoFMBoUAjr+NBHOc4H1pQpzx/OhhgYPFACjGMBiabkA96CDjpgfWk78ED8KAF3Kc96QgYPzHkdKQggY5oO0H0AoBlBovP8lT0LBj+Aq60KADmmwJtzk5IYgGrG4jjBFAiqF46ZNLuIx27dafu3HjGfXFBUEZPP0FAxudq5A60oJJBO0ikxx97Htijac9T+IoAepPZRikK568fhQvHGc4oZjnnPFADCvuc+oqJtpOHAb61KTk9xTHzigCu4RW+Riv8AKku2LWRfjzIxuBB6imyvtPUAdziqZuTBOkbHMM+UB/usen50AWjdLd2yggbliWT61mWKk2wkJ+eaV7g/icL/AOOgfnUNhL5k+pQqflBWAY7ADn+f6VadGlcQwHaZBgH+4g6n8B+uKAGxsZfOnH3ZD5UY/wBlT8x/E8fhSEEAY+oqwVRUHlLsjQBEH+z2qBuGA9RQM7e1YvaQsepQH9KmqrppJ06DP93FWqRg9wooooEFFFFABRRRQAVFcjNu9S02QZiYe1BcHaSZjGoZlypzVhhyajYZFWe7FlUgkp6g1ZhnM7uAcIvHHc1VdtrY79qTTiy3U6HG04ZaL2NJxvG5qDinZqPdSg0znsPooBooEFFFIelAgJzVW9JEJA6nj9as1Xuk3ID7j+dBUNys8ZIWI89zV6GEIoyOabGgMhY9qnzxQVKd9BpAzRikJ5pQaCBMUYp1IelADcUlOpKBjTTSacaYaC0NbFQScc5qVjUEhpGsSvK0weMxEH5wCp7jNacnD8d+KoKVEiknAyKvsMkH0qbnDj3rFEMnCg/nVKQmKRYT1GWjPr7fhWhIuF/3ulUr2IzwLtba4+ZW/usP84oOA5q9WW38X2l8B8jRvGcHvg4B/Gui0UbLFWbBaQl2PqTWPqSpqFqXTMUgOGx1jcd6ueH7x57CJJwonjTa4H97oTQB0CEk5Bx7VMp3e/tVVZj0AxUytnHc98GgCx0HG0Ck3YPGCTQCoGMjNIWJ7Z+lACfMeo4puTjGFH40pHOf5GmAnkdDQAuCfSlJCjlB+dHOecmkx/s49cmgBsalQW/vHdg9jUmM5zx9KTd83K/maUOScYHFAiElQ/XBHWpAVPU5PtTtuey/hSEYB54oGNA5/wDrUoxjAz+VAIIHWnZPbNAEZLBuKdvOPmHFNdee9MOV6dPegBxY7jjbVeRz/GB+FPZuSf1qvIxyQRn8aAK0zhgcDk+orJ1R1SzLFwm11ckngYOc1pTOB0xXOa7JG1xao5ZjuLrCOsjDkfgOTQBpaamYpbkp5QmdpSpHIBPU+5/pV+3/ANUzr/rJjtz6KOw/HP41kWFxLqkY2tsjX7zj+Ju5HsP5n2rejjVFBVdqqNqJ6DtQMibBcr02gE/Wq9wcFD7GrRUb/ryaqzkNO4GML0oEddo7FtOTPYkVerJ0CQPZOM5w/wDStakZS3CiiigkKKKKACiiigApsh2xMfanVFcHEJoLpq80jMYc1Galbk1G1Wj24lS5j3rwcNnIIqkl08EoO35hw6+3r9KvyGsy8QSAHdsdfuv6fX2qZM6oK6szcVw4ypyKdms/SzizjXY6nJzuOec9vb0q/Qmc8kk7EgNPHSoc04NVJmTRJRTQ2aCaYh1Rz42AHuw/nS5pGOeKBoF+tLz/AJNNGAAKXNABRSUtAAKWkzijNABRSZppagaFPSomNDNUbNQ2aRQ1mqFj3pzNUTfdPpU3N0jMF5Hf6zZwwzh4A25wh6kHjmuj5Kn1rhvCu1temjhi8tYXkDgc7cZ4/Wu5B+bFSefmFlUil2FI3ADPPWq8uPmRsYJJ/GrB6A/hVSf542IOOcj60zzzA1BjaztcRLuJTE0Y/wCWif3h/tL+orB0/VUstaP2eISS3O2MZfhFJyGHqDjg9R0ra1MmWMNG3lzIcqfQ+n0rlLSA3PinS5baIGIyuZY+0LAEsPoTgigD0+3y0SliWY981ZibIOQOKqxn5QNp9zUybQef1oAuBl/hwKC5qHcO1PUnsvT1NAEo5FJlvVfwFGT3Ipp685NACtnGCeaQg55z+dLgY460nI6txQAcAdDS5BPFNxg5AOfrSgjHOBQAmT0+WjqOSPyxS/IeaaQSeGAoAcoVepH4mnEqR1x+NMIyME5prLjov4jmgBzKOoJ6VCRt45p3XocH3ppGBz19cUAR5444+tVZmbJ6HFTvleQw+lVWy2Tx9DQBSuMYPJVvXOa4Jri7j8cvFcXEU1vFbk5C/Mqvn5T75HFd9MDkgqB71wmuhbPxVaTniOdMNx95l6foTQDO205EihSNUEY2jCDoo9K1QvIGen86wdGuftKCQnJOfyroIiWwc8nkUhkM2E3uQMjPSqO0rCzt3IFaFwpMZyegBqjOg8lFJwB8zE0xGz4acr5sJ7gNXQ1znh8GK4IblnUj8q6OkZz3CiiiggKKKKACiiigAqpduQQv41bqhdtmbHoKEdOFV6hXNRP1qQuo61E5BHBqz1olWU1k3zgQuXPy4NaUxArOljW5uIbZs4kbDY9OpqGdkNFc2NOga30+3iZ97LGAW9atikAAAA4FISB1NM5L3DOKUGmk5pKLisShqXNRA808GqRLQuaO9NY+lKKYrCmig9aQdaAFxS0UlAAabupTTDQA7NMJpM00mky0gJqJjTmPaoyag1ihj0w8intg03AoNEVNE0tbTVtRuwOJ9pAx0bHzfyFbIzw3fNQ2ziOIlhgFs5qwgyhzTPGxUuas7iOcBT6mqU7FI2Hr0q1KwHB6A1QvJAFPXFBznNaxIyL5y5yoAkHqPWs/wmoufFN3cRHMYtxvx/fJxn8qm1m62sMH7ykH9aZ8PYgLnVphna0qID9ASf50Ad3+8A+QJ9c4oXdnLEGpgFUcjPvUeCfuoAKAJhKAoUL271IsmegFQAYzkfpQA2eT+FAFoMW6kY9hSMQO5zTEyeccU/aMcDH45oAQEk8Zx9KXgA56+lPSP5cZPPtS7QPf60AMAB6A/nSn2Bz9aUKW7fjQ3HegBOD6U0hRzmndORzTCrDndQAAe4/A0pU47/nTfx70jE9jx6EUAMZjnhiDUbuWGS4/OpSAc8Z59arsD/Dj1oAiY5JBAIqKQjHHFSMpbqSDULqQeRkUAV5e+Dn9K4fx+vlaVFdjl4JlORzgHg/zruXB644xXL+Mo1Hh28cjdtUPg+xFAPYPCl4s1sm0jpXaxOpQHdge9ee+G4bGS1WaF2QsPuo2P0rs7VIOCVZmzkBiW5pIC80iOdqfMOhA/wAelQBQsm9yGf2HC+n41PliCsaiNRxmq0hCAnJJ/M0NpasaTexbtLhYbq3LHGHA/P8A/XXVV5/5jNKGJ5ByPau+jbfGr/3gDWcJ8zY69PkSY6iiitDmCiiigAooooAKx764Md66nlcD8OK2K5/Uz/xMJPoP5VnVk4xujqwn8QVnDLlTmoXPrxTFAxyKbIzAcH8+ahYlPc9aEkhkmMdRVbTn83ViOMJGSPzFVL7UZIEOI0J/Gq/ha9mu9XuPMCBfK4Cj3qo1VJ2R0OXuM7CkwKWiuixzDTgdBTcZqTilytKwrjAtLntSkim45oAUDuacKSl7UxMDRSUtAgoopKAENJQaTNA0NIphp9NxQaIjppHFSkCmMKVi0yE96bTm60w1JZLI4W3TGc+wqOG5ZT97jPIPaiWV0jVVAPHQ8VGcE5Hyn34pRnF6HiVqclNssyXCuDvUjPcciqN9Pb+T/rlXB/i4qTG3PIB/PNZV9Jwd7Z/CqMbnN6zJC0uBJuCk9K2PAEIj0Z5lBAnmdue+DgfyrmtVLtvWONix9sY/Gu48M2ZsvDdjEcblTLY6ZPNK4zdJHQmlU5AI/WgHj7oNKpPccegNMCTr3JpSMDuBRnjPzU1TuPJP5UASoAByccU8fn9KZkAYxS475OfrQBIQcelNYHGQcD6UgJOc5pSeAMCgBm4njP40BRnk5PrRjLdTTlBHQZ+tAAW2jjOKjLB+cGpduaZsUZ7H6UAN4GeD+VKeVz/WmtwRwMelN9BgD0oAYVPILcUw54wT+NTNDnngVGwIOMqfegCEvtPK57fd6VDLnGc4/Cp2Cc5JJ9hVVyff6UAQO27ndketYmtw/arGWA52uhByK2punJ/Kqbqs88aEE/MAfzpDPPfDjy2Nw1s/IU4ww6V6XpyhkBG0Z9BXPeMNIXTPFTSQoFhnAkUDoOxFbejy7oV9cVyznKLtc6oQhKN7G0IF2jcS31qCWMYwAKsqcqKjdcispNvc1jFIx2G1yPeu4sG36fbtnOYxXF3S7ZCe1dbor79JhIPTI/WtMPo2jDF6wTNCiiius88KKKKACiiigArnNQbN/Nz3xXR1ysjGa5kfrlia58Q/dsdeE+JsenTmoZn4NPLYFVZn4rkPRRi6n82aXwjGw1GRwCflI6VBqL5PHrXT+DrDytPnnYctkA/hWtFXmiq1RQhc1BzS0gOaWvRFcSkIzS0UDECU4LSilzQK4mKSlpKBCYpaKKACkpaSgBDTSKcaaaBobijFLSZ4oKQ0jio2NSnpULdaTNERN60w9akbpTAMsKVi7kch/fAegAq2gBXBAIPYiqUY8yUt261Z37a89u7bOJ6jZII9vAKY/unFYepbokJWVvxrblk+U1zOsTgIwzzVKT7kcib2MOys31LWFVnYqpyc9BXo0ShYVEaAIAAF9K5nwzZbLaW5YfM5wK6eNWCDAPStqT1sYVUkrkyHsSKcOOnf2qMcY9aeu7ocGug5yRRxzUgUY+7imggjOP1oLEj0oAkxjGB+NGD2YetNAOMcn2p21hyVoAd0+8eKMccED8KaCc47UpBAI60ANdiCOf0oU5zzz35o25oKNnh1oAUsF7Hj0oYBhnPPoaAvrtP4UYI7YFAEbhcYBIP0pqjH8R+uKkGORTCQc4GfpQAjHI4YVGABwdvWnFDuxj3ph3dOn0xQBG4HO1ue4qtIG7kZq00fy8FqqyKBnLA4oGVJgTjHPqc1FAm++gVR1kXj8afJkjqKksABqFtls/vV4x70gexd8c6d9p02O6VcvA2D9D/9eud0Rv3YBPSvRby2W7s5rdukiFfx7V5vaBra7aNsggkGuatHW5thp3i4nToeBSydBioYH3KM1K2PWsDqRnXq/KK3fC0wfTpI+8ch/Wsi4j8xRxU/heXytSuLduBImR9RV0naZlXV6TOsooortPMCiiigAooooAhupfItZZf7qkj61zduCybj1PWtbXJdtokI6yt+g5rOjTZEB7VyV3rY9DCxtG5SuJNhIzVKWUke1P1CQbiR61CsTSw5Uda5ztiY1y2+YCvSdFg+z6FAhGCY9x/GvOHiIvkVvXtXqm0R2m0dFjx+ldWHXU58Y/hiZY6UtGKDXYdCQCl702lzQOwtFAooEFFFFAgNJSmkoAKKKSgANNNKTTTQNCUlLSUFIaRmo2FSE1E7UFxIWNRSuUiZh1xgfjUh61FKN7pGMf3iayqO0Wx1HaJNbJiME+lQzyYPXirQ+VDn6Vmzv+8A98VxHKNmmKoeetctqMpkmx711UtsxiNcssYm1pI85Xfzimgeh1+nweRp8MWMEKCfqa0YwAvTOBVSKTeM+tWhuxgVrQd5MwxCtFIXLdABT1Azg8UhBPIJ96TarYyM4rqOQnU46U8EDnHNRqCR1/Onjp1/SgBwJB/+vS5DdVH40JyMdfwpMEH5cjFAD+g7Upyf4qaFOPmHPtShSvTg0AGCQflz9aOaRs9eT680E/IOG/EUAHOOBzTdzd8Gnc7eM01gx6nv0oAb8vPGKQkA9R+FDqCDnt71GMAdvzoAeGYYxnH1pkhzgkc+lIfl7gfSgPk42H60AV5DyMEjj3qnOvB5J/Crk3tiqM/I5J60DK5+XGDxVqyI/tC2BHPmLyR71W2knv8AWrFkR/aFvk8iRf50gex2lcF4ltfsetmRRhJhvGPXvXe1zHjKDdbW04H3WKn8eR/Ks6qvEWHlaojOs5N0YJNWfMBIGeazrJw0Qx1qxGrGYE9BXGekaATKdKzkk+wavBcYwocBvoeDWmhJXFUdSiBj5FF7ahZNWZ2lFZ+i3YvNKhkzllGxvqK0K707q55Eo8raYUUUUyQooooAwNZl3XyJ2Rf1NRgjyvwqvey+bqMxJ4DYH0FCv8tcM3eTZ7FKNqaRnXcO6QZ7mm3Vx/Z+m4XG9jgVYn52k1jagWmkCk5C9BUm0UULRma/QvkktzmvWLg/6M30ry21QPq1undmAr1G74tmH0FdFDqcuL1qQRQpppRSGus6RKKKO9Fyh3SikopEi0UUUxAaSijtQAZpDRSHpQMQmkJoNNJoGhM0ZpKQ0FoRjUDmpGqFjQXEbjJqsJA1wWHTOBU0snlQu46gcVn27ZIwR9a5cRLZGVR6myxynHXFUPJDS9Ocg1aB4qvMxRSynDDoawRi0UdavpMtaxHAUZYiuf0pSb526FVJ/StSQF3lZsbn71R0qMvdTFeVwQTQKx09jzEK0lxznpWfaLtjrRjIxzWmH3ZGL2QHHTrQGGMEUHgnFNB7tkmus4SdCBjg49cU88jOahQ4Ax+Wal3AjH9aAHKccYJqRSQM7wBUS/QVKqZ/hxQAZYnOaUhjwFoKgdRR83pn8KAEAKgE7c/SlEoIximnPYfpRtyexNAC4DckGkcY4GaVkY9Tj2FN2gfxfpQAxkAxlqi3D059xT3AHekBz/F09qAGBSxJwMfSlOSOCR+FLkFsH+dIyqRncD9TQBVlYD5ifzFUpWZhnt61alyMjK4qrKBjvmgZCpAb7w/LNT27YuoSMnEi9veoowM5JNTQv+9Urzhhz070g6Had6w/FcZfRGI6K6sa3Kzdfj83Q7oDqE3fkamWzMqbtNM4nTZD9xuh6GteMHHuKxbE4XJFbFuxfrXCesW4wRVa/Y+WeDVtelVbzkMDQxx3JPCF0BPcWpb7wDge4611lec6TcCz16B84UybW+h4r0auqhK8bdjz8XG1S/cKKKK2OUKRm2qWPYZpahvG2WU7Z6Rt/KkxpXZxocvKznksSTVgfKvJqnCWzxgCrLZK8V57ep7iWliKYkqD6VkS/NOa1pTiMn0rGmbDkiguIaQnneI7b0MoFek3x/cj3avPPDI3eIrY+jk/oa7+/bhE+prrobHHX1rxRUFBoFBrpOkSiiigoUGjNJRSEOpKM0UyQo7UhoJ4oAKb3pc0maAEbpTDTmNMNBcQppNLmmk0FoYxqFzzUrVC3WkaFS/Yi1wOpb+VQ2aADtx6Cm6mQZIUJOMZ9galtAdpAXmuGs7zOaW7ZciOeO/rUN0MJ9asRL1zg1Dc8gg9qzRDMLUAUtG2/ebjNRaFHiGRsdWxmpNRPyhe1T6UgSEAdSWJqm/dCK1NmLiMVfT0K5HtVBAQMVoDOcjI/CtMPuzHFbIO+AuBSgAjA6/WkZlpQ3zYIzXWcQYIGDTxnjGacwIXkEelRbgT1Gfc5oAnjPPJJ/Wpw3HGcfSoI8Y55/GnluBjj8aAHnHctTcEnjP50gbJ5peg4oAQ7gfX8aTPOQOfrTscZ5B+lN9j1oAXOO34ZppYnjbgfWnEcE+3akL4IH86AIjkNx+ZNMJ5zTmJY/dOfrSLGwPUY9zQA4be5z9TUcgXaRhfrUuc5+6aY+BnCigClIF5/Tiq0wypOT+VWZTz1qFlVkOcEd+aBlGMk5bHGOKtQ8hTnHtUQjjHyL8oq3BFuKrn+IClYGdcOg+lMuI/OtpY/wC+hX8xUlFBieY2mV3IwwQcYrZtjgVWv4fI1q6UDAMhI/HmrVuMqK4WrNo9WLukXxwKqXYP3scdDVrt+FRyYK89MVLKizl7xSkoZSM5yPrXpVhcfa9Pt7j/AJ6Rhj9e9ecamMzHbgYrt/C8xm0C3J/hLJ+RrXDv3mjnxkfcTNiiiius84Kq6kcaZcn/AKZmrVVtRXdptyP+mZ/lSexUPiRxMBORir20hTVG2IVhlsCr4dTnHNecz20U7olYiB3rHuD1+la96e3asW4YAsaDSCLnhQf8T+D/AHv6Gu7v+ZUHotcP4NiMuvI3ZFLH8q7e+/14/wB2uzD7HLU/3hehAKDRS103NhMUlLRile47iYpcUUUALikNLQelMQ0mkzQaSgApM0UUANNNNONNNBaG01qdTWoZSGN0qFqlboaiapNEY9+2+92lT8oAq1aJhcgNk1TvXBv3KnGMD9K0bXeEUMB+BzXnz1kzlZcUBIwAKqTcDnvVtz8gqncdKRLMK/BLVpWMYCx4/u5NZOotmcD6VtWuFRRnOBTfwjiveLy9cVcyxbPGO2KoocuPrV//AIFg1thupz4roOIOc4yB70qv2YYprDJzupUXLcNzXUcZL8pHPP17UAAdOPwpoypwT+OKkDE8fyoAVcA8fninbiKXAwPmINNHH8WfwoAdvB70An+E/gBQSff8aXPHC9aAEy3cY/GkA+poznjAppXryR75oEK43fdOKjOeAefxp/zc4INRspyCaBiNJtAyAB9aYSc5IUj1zQy8Y4A9xUe3BHK/rQBKhJ6HHsKe64Q8k565ojySMDinuoYfNk0AZ0hbdjPHtUMign736VYnADEDr6Zqts4w4/SgZCFVpBjn3rRgQebEAQCXXjr3qnGiBxnn8K0FcJNCWGAHU5zjvSE9joqKKKDA5HxBDs1ffjiRQf6VFBgAVqeJYflgnA6Eof5j+tZNuQQBXHVVpHp0JXgjQHSq0pJbbnrU4PyVUnXec7ip7EVkzZbmJqA+ds9q6nwXJv0iYZyFmIA/AVy2obgh3EE+orofAr5srtM/dkU/mK0ofGZ4v+EdZRRRXaeUFQ3g3WU49Y2/lU1Rzjdbyj1Rh+lJ7FR3RwNqnnNgGtRIwic9azrLAk47CtAk7a809tGZev8AvCOw6Vz9zJliK2r1iCzVgy5Z8k9TTN4eZ1/gK2JlurkjhQEB9zzXT3/+uX/dqDwzZCz0SEYw0v7xs+/T9Ks34+aM+xrvpK0Ujy4z58Q2VRS02itmdw6ikzS1KAKKKKdwEooooADTDTjTaYhKQ06mmgYlNPSlNBoKGimt0NOphpMpET9KhNTOOKiI5pI1RizIJNTkTvv71sR4QjuPYVl7g+qSEjo5rRVm2hm2gV50n7zOSOxO3GM81n3T7c1ecnZurKvXwjGgkyCDPfop5G7n6Cty3O5c+prIt4yu6XHLfKP61rW33KJdi6a3ZbiP75B7itMjnJUfWs23XM6ZrRPuTXRhtmceKfvJCrgcmpNwJAB/SowTntj3pwU5zx+VdJykn3OSc0/ecdvzqPk9zUg6YyT9RQAm4nBJH4CnLjBBzz+FG1fTP40uR1ANAB1GACKXv0P40HPIK/rShc8/1oATdjOf0oIJ9aXB7An6GmPu9x+NADWGDUbEZOCfxpzDAyRn8KYZFOAN2fTNADGJJ6HPsaFVgeKbjJxyT6mpkjwOMfnmgCRCcZK/rTyVKHjNMAK98+2KHI28n8KAKE5bccAfSoDG7eg9eKe675jtHGe9PYYTBINADLeIh+5PrUl78sY2jBz3p1shznNRam2EAUAGkM6iF98Mb5zuUHP4U+q9ic2Fuf8ApmP5VYoMHuU9VtvtWmzRgZcDcv1HNchC23nNd3XHanafZb+RAMITuT6GsK0ep1YWe8SaMkrUE2QQRSwEkAelSSpuDfTNcrO5GFqiRhC+0b61vAZIa9XPB2t/OsrUn/dsDj3yKv8AgKQfbLuPP/LMEfnVUfjROI1os7qiiiu88gKRhlSPUGlo68UFI4G0QCV8YwDitFhiPceAKzLVtt/cxgfKHOPzrRlbMBB7CvNe57cdkc9eSb5Tg8Vn2sJu9QhgUZ3SBfzNWL59m49z0q74MtvP1uNz/wAs8ufwFVBXdjScuSm5HpKII41jXooCj8KpX3Myj0Wr9Z14c3WPRRXoxPIw2tS5DijFOIpKo9O43FLS0lS0AUUUUDEoooNMBDTaUmkoAKaTTjTDQCEooooKG0xuKf2pp560mUiNhkUwL8w+tPPWmjk4oRZgRHfdydyGII/GtVFBUKCCw6VixFxfStxtZj3962YWQJnOTXnS3ObZaCs5wQayL1jJ8q9v51pTPtGR1IpukWQvNVhVhlEO98+g/wDr04q7sZzlypstX+lCy0aw+X94CfM+pGf6YqjBwuPeuu1uIS6XIe6EPXKIMN9auvGzFhZ80Czb/wCuWr5wTyKp2ygzAHsCatsdr43fnWuH+EwxT99DlUAg5OPSrSlduASBVRDlvvCrCjtmug5GxxAXnORSCTPG0flmlxjvn60Djnj86AuyQduQPwpR/wABJ9qQAEZ5H40oz0/pQAbmHGaXknoTTcnPSnkkj09qB3Gg84yB7U1n9Mke1Pyw6UwyZODk0CuRtuOT/WomOB938qlduOBg+9Q8Z4yfTA4oHcRSjn5gc/WrCJ6YH45pqY6c1J908cUBcdzyB0qGdzjGD1p5cjvuqtOzHg5APY0CTId2Cc4Xnuaa7cZ3cdqVQDkFeaR4y3QAGgZNA25eRx78VR1IgsoUlj3xV63iCA5xz71n3rDzcD1x6UAtzqtObdp1ucY+QDFWaz9Gffpqc5wzD9a0KRk9wrI1+18y1WdR80R5/wB01r02SNZYmjYZVgQamSurFQlyyTONiOHq047kdqqOjQXDo3VG2mrSy5j988Vw7HrLVXOf1NGWUqTweQfWrngjK65MM8GA5/MUzVohJbsykq6cik8ESbtfkyBkwN/MU6XxoK38GR6HRRRXeeMFFFFAzz7d5Oq3YCg/vWH61auGPl4zz6Ul5AF1y7AOB5hNMuT+9/CvOn8TPap/CjnNUJVgtdP4BhybqcjooX8z/wDWrl9WcGYCu68EQeVobSY5kkJ/IVpQV5CxkrUrdzpay5zuun9jitQnAJ9KxycsT3JzXajiwa95slphHNKhp5Gas7iKlpcUnNA7iGjNLikxU2GApGpfxppNNANoApQKWgY1hTCKe1NoBDaKDRQUJimHrT6YaGUMxmgD5h9acFNLgjn0pWBy0OWty7zSAHgsRjHfNa6R7QEHUd8cVl2+0Fsc5OSB1rRjlY7sqyegPpXnPcxWyILn5W25Oa3fC0BEU9yf4iEX6Dk1z07bpD7V22kwC30u3TGCV3H6nmtqMdbnJipWhbuWbhBJbSof4kI/SuKPDiu5ri5k2zlfRjVV1sLAy3RNan/SOeuDVyTGMnr6VRtz/pgA54NXHHOR+dVh/hFivjBF46YNTqQByeKhGScZBHvTgDu7VucxOuMjOD+NKJdh+6OKagJGSRwOOKcD3wv4mgQ8PuGaN4BxgfWkDccbaTdgdqBkgcHjB/KgE44YCmZPXNMLHPLdegoFYlLY9zio2cjnikY5GBTV4znoPUUBYQuTwQce1NBKk4I/GnFAx5xmhE2nnmgGKHJAwR054qQOD1ycUzdxyMfWjeCe2fqaAsDkHop/Gq8h5/hx6VLKy4yQc/7xqsHJxx39KBkik9wDTHU7uMVKobuAaa5Zein24xTQAjYXockdhWXOQJs89c881pg/KSzfh1rLuCPOPcUmNHS6CCNLVj1ZiceladZ+iD/iVRfU/wA60KRi9wooooEc3rtv5d2Jh92QfqKownKkZ5rf12HzNP3jrGwP4HiucjUshGcZ71x1VaR6eHlzQRXuXBDccHiqXhIsviyIDOwpID+VTXilI2GMjsR0NV/Dh8rxRZuMDcSmD7qaiHxI2qq9OR6bRRRXeeMFFFFAHH6mg/t+cr3Iz+VQaiB5G/oR3q5qQ/4n8vqdv8qz9UUpFIOqkZFefU+NntUfgichfzLJe7Qe9eseH4fI0GzTuY9x/HmvHXXN6M/3sV7dZxCGygiHRI1H6VvQXUwx8vdSHy8ROf8AZNZXatSf/j3k/wB01kjmulInBL3WLuwalVqi20oyDVo62iY03ikzkUhoEhcimk0YzTSMUDEJpKWlwaQxAKUnig8d6YSTQMaWycUUbaKBoQikpTSZ9KBhSYoyaQnjrQMdkL3pC42nntUZBNRzBkgkb0UnP4UPYT2MC2HzhggPr7VoTyAKrZ4PpVezRExu3bcDp1qe/KrAFQ15vUz6FW1AudQRezMM16HjHA6V59oce6+DEcqR+pxXoNddFWiefjN0FcpeIBeT4/vmurrmLzBv7kf7dKsroeCfvsitVK3CsQOeKssATg1Xjk/0pIx2PJ/Cp5MhumMe1FD4WXil76JFQFeTxTvlB7enWmo2UHH509eSP6VucpIqjHJP508bf7tRNyfb6Uo6YB56igBxwOgHSkyTxxn60hLdyDQM/wBzI9qAF3HB4PFGwMDx+GaMsT/d+ppoB6lhQA7oMDIppOO2TSl+MdT61FsfdzjB7UAPOScjn3oyQCTg/hRy3BUDtx1oxgdDmgAHBHv75oyAP/rU/G3kt9OKjY5PX86AI5+cZQ+5pY8BfQfSlK7jhWGO+DThuUcL+tAAXHqfwGKgfGctk89TT97nOEH40eXnkkk+wpgRnBBwBgVlzkNIwGPwrSkTI2nNUZIlD5ODSYI6HQ5A1o8YH3G/mK1KyNBH7iZs9WA/StekZy3CiiigkjniE0EkR6OpFcdDnLKeo4rta42/Bt9SnVQceYePrWFZaJnZhHq4lXUFZIMgD5u1YNrIbXVLWYggxzK3Xnr0roblHkfcVHTvXO3YZLjPUgjHNcydmeg1eNj1vvRUNrL59pDL/fRW/Spq9A8RhRRRQBx1xJ52uXL4xh9v5cU3UlD2pB6ZpLsNHqt4ARu8w/hmpGPmW7KcZIrz5/Gz2aXwI4meBVv1RiB8wya9kQYRR6AV5Jq1jKl4kmMqTgmvW4jmJDnOVHP4V1Udjlxz2EmUtC6jqVOKyR05rYY4Un0FeT23iLUdOZx56ywAkhJhnH0PWumEXLYwoYhUrqR6Go4oIrz+3+JqfN5unbtiliYpfT61LB8WNGkUNNZXsXrgK39arkl2OxYmm+p3dFctH8RfD0kKStJdRq/3d1s2T+WaX/hYfhv/AJ+p/wDwHelZle2p9zqBS81yv/CxvDI/5fZR/wBu7/4Uf8LG8MH/AJfpP/Ad/wDClYPbU+51XJpuWFcufiL4Y/6CD/8AgO/+FA+Inhg/8xE/jC4/pRYPa0+51BY+gpCxx0Fcz/wsLwseuqIPcxt/hTh4+8LurFNXiIUZYhG47elMpVIdzo9x9BSbjnoK5k/ELwwD/wAhNT9In/wprfETwyOl+x+kL/4UrMftIdzpix9BSFz/AHRXKn4j+Gif+Pqf/wAB2p4+IPhxhxdyj627/wCFFmV7Wn3Om3n+6KTcfQVzB+IHh4HH2ic/SBqX/hP9A258256E4+znOB7UWYvb0/5jps56gVU1GbybJz3YhPpmufX4j+HHQMs11g8j/Rmph8VaXr2bayM5dMSEyR7RjOP6ipmmotg61N6Jmjauo64BzxU14qbPqpNV7SASKCwBx3xV6SMPGBgcDFectxsq6GhlJC8uzAcfjXdDpXDaGZbLXrWMk+VK7qcd/kyM/rXc13Q+FHmYmfNLl7BXKXEnmXcrKerk5/Guolfy4nfIG0E81y6xHYGI5PWsq70sa4JatjbXJuUB65NXGjBboQR3BrGv55rS1lmh+WSP5gxGRXJXPxPvLKYJNpUE2f4llZD+XNXhoNwbQsXNKok+x6dFEmPnGR9aeUiBBUY+hrzKH4szzSFIfD5cqATi54GRnnjirA+Kzbih0TOBlitxwPbla35JM5uZHpAAIICk596QqARkEf8AAhXnSfFKVjt/sTH1uR/hSj4oy5x/YQH/AG9Dn9Kr2U+wvaR7nopVR2PNRkhf4D7V5+Pir1P9hzcccXK/4Uw/FZu2hSn0BuBx+lL2c+we0ieiD5hgIRn3pRGBwQxP1rzd/itcA8eH859bn/61A+K91jP/AAj4x/18/wD1qPZz7BzxPSMKf4W/KlWNTyc8V57a/FCa6tWmXQgpEmzDXPtknpTZfijcIHZdDVgp25+0Y5/KhU5voHOj0PYmcbSfUnrTTAmc7GH/AAKvNZPirfqygaBES3/Tyf8A4mmj4qaiCM6BEP8At6P+FHs59g54npm1AMfMT/vUhAI7n04rzqP4pz5Ak0FMH0uc/wDstSj4p4zu0Jxg4+W5H+FHsp9g50egAD/nmR69KcY1YdMfWvPT8UsMQdEm465uV/wpp+KYBBbRJgh/i88ED9KPZT7BzxPQfucBefpTXYtg449TXBzfEe6wGttGilQjORcnP5Y/lWNc/E3WmDKlja2+OpZGY/rgU1TkHOj05mbB+VT+FUbrEK7riVIkHOXYKK8iuvHHiC8fDanKg/uwKEGPwGaymlvL2XfIbm4fuX3N+pqlS7sXtLbI968K6xbahdXdvanfGiq/m9A3JHA9Peuoryv4UvcJql3FOgXdaDaN4JGH5yB0+8K9UrKaSdkK7erCiiipEFcnqqltYnC9iP5CusJAGScCuXunSe9mmXo7cfQcVjWfunXhE+dlK8OyMjk4HT1rl7+UZXCHg5PtXWSgNzkjHp3rmb/BkOEbnjmuRnqI7rwlc/aNDUc/u3K8/n/Wt2sLwhbmDw7CSADKzOfzx/St2u+Hwo8Srb2jsFFfNf8Aw0J4s/6B+i/9+Zf/AI5R/wANCeLP+gfov/fmX/45TuRY9s1lQuruf7yqT+VCKCp4rwW5+N3iW6uDPJY6SGPYRSY/9GUo+N/iULgWOk4/65Sf/HK5ZUpNtnpU8RCMUme23luk0R4GRW9oWox3dmICQJ4AEdfbsa+bz8afEbdbLSv+/Un/AMXTLf4yeI7W/F3Da6Ysg6jypNp9j89a01KL1Mq1WFRH1JcyCG2lkPRUJ5+leGajHcTJKRC5HI2qM4/EVzt58evFN7ZzW0lho6pMhRisUoOD6fvK5RvHmrvuylr8xyfkb/GuulUUU7nC4s6y30y9Z3PkmNMEFpCFHIqwmnWlpCqyTJcTDA2IPl/xP6VxB8bao33ktm+qtx/49UkfjrUIiWWy0/cf4jG+f/Qq19tAhwZ2qpK27zJDucjoeF+lPjtVwd46DiuGbx3qbNu+z2ef9xv/AIqg+OtUOf3Fpz/sN/8AFVar0kS6cjuPsUJBytQfYo/SuN/4TnU8Y8i0/wC+G/8AiqP+E41L/n3s/wDvhv8A4qq+sUewckzsfsSHsfypGsYwcEVyH/Cdan/z72f/AHw3/wAVSHxxqROTb2f/AHw3/wAVU+3pByTOubS4niJxxSWGmJ/ZlwzK372VY+O4GSa5L/hOdT27fs9nj/cb/wCKp9v481S2txClvZlQzN8yNnJ/4FSdamNRmdVNaeVCIYkAYH5u9RS2S+YgdWXvwK5c+OdSKsPs1nljknY2f/Qq7i1kkvrKxuiqCSWBXYDpkgHitIzhPYmXNHcoCwjVwqksMdana1X5QoJq/JbkbSEXOOmeKNhQo5AB9q1UERzMpLEq4+WmXXM0cm05iXgL3q5IfmPP8XHHaopEy2cUOKC7KTLsPmIuLdzlePu57Guh8JoRqr4TKNCcn05FZEaSxTLLF8wPDRt0IrsPC1tCGuriKMx7gqFD0B65Fc2IfLSlc6cOm6sbHU2Ik2kZIFXCdoz6VDbNtbGOancfKAa8M91jY2iiv4LlshY5A2R24x/WuuBBAIIIPQ1xjccH7v8AKp7XVJfsT2AyWz8rZ6J3H+fWumnU0szjxFDmalE1L29FyfLjP7pTyf7x/wAKrH7uT9KEQKgHoMCnkZWspvmdzppwUFZGH4jmW30eV2TcpIVh7E15PfPZT3W82bO3bJbH869X8SyiLT1BGQX/AKV5ve3G6TOAPTFejg6d6R5eNn+9sUhHdTRhIykMPsuB+ApslssS7S27HGTUvmkuCzn05psrApgHOa7YwSOJtjPlzwByuaap6jn0pVJBOAOnSm7jjlufSqEOCYAJ6k0u4AjJ71EZWZR9R+NIXYEEnvzTAlAG/JBFOTBBBz6cVAH+XPP5URSFuT3pXBmjpW06f7/aJcD/AL5pjYNj83Qk5z9RUGlSgWXLhCJpc5/CmmUG0xu4APPpUQ2Ke5M0O4rkFhg9D7UhSNlQKhAUdGNPglVxgOysDjIHr3prqRFvYsWI6sME1a3ZL2GsFRF4HXsKiYGR2C8Hg896U5ZOM5HIoaIBQ24c8HLUxCfKCBn5evrSblCgRqzYBBzTRGhIJ5IOeak3qMgMM0DHMzMo2O8TZ/hwcjHSiSW7C7Y5kIDZxgg0ofIzkZ78U4uGBIIOOOnPFS4RGmyFX1F12q6AKQd5PQZpshdsG4vkBPJCqW/+tVgSgxFQDgjtVKWNXboeexqXBD5md/8ADJ0TxEpSZ5BLbyp8wAxgq3Ar12vG/h0fL8T2Ua4CGOX65217JXFVVpWNYu6CiiqWrXbWenySIf3hwifU1k3YqKbdkUNT1BppWtoT8inDt/ePp9Kz1X1qOEBEHr3NSjnJrjnJyZ69OmoRsiLPymsS/T5/61vSKfLYrWDeuGFQbRO48OuJNAtCOgTH5E1p1h+EjnQU9pHH61uV3R+FHi1VabXmfCdFFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvX9Gw2g6blC/+jIMA/wCyK8gr1PQLpU0u0jMmAIEOT2+UV1YZ2bMquxqn5RkDC9h6UySTAHt6VK7IYQAc/Sq3Uc9K70c4m7JYsCR1HHejzRu4Xnp60rsGxgYxUYznNAEhLtjoMdMV2HhYBdLbI+YynJx1wBXGqSOK7jQVWPRLYnBLbm492NceOf7o7MAr1UdDb8sAKszECPPtVWzBWLfSXVxiIjuRxzXjNHupXY1XLIWH6VWVvJ1G3lBwrPsP41V0LUFvLJ+fmjlaNh3BBqe7QgW59J0P/j1OATWhvmXBUE4zVhsAVy2oapt8RWNhHydkksn0HA/WujR96D6UCaOZ8YyfuYkBx8rE/mMV5rc4dzk9PTtXoPjIkuqDqIwT+ZrzmbJZvXNexhdKSPBxTvWkOUDIyaCyjjOaizkrgc96Unbjriuk5yTcpxjqR6UzALDJpqtyAM9KCAGx6jIzQA4AfL8wxkUh24zu6+1NGRgnhhimA8YJHH6UXAfuGOoHTP5U0cEENRkEYPrUZwO/Q0mMbbzmOF18xVHnNnIzngVXa4ZPlRg3v2pqnKN8pYCY9Djqo9PpUEcTM2cYBPesbltGvZzytNhFBIAz6E/5BrQMh8v5ht5781SsUVExywPzZGeeMf41IxxwQAPc1pBvVsmYGTA9iDUIfdnnpT1XOc+vWpkiVX5HXrjirs2SV8ZJJyST1xSqh53jtxk1o+RHE+CM9Dj0qMoFZSSNucU7BchZBsJDdfSmoHHQ1YcoEYdD6YqLcAV2jqM4zSC43JI6dR1qIvhuPzpCzbsZA9utMCnIJ5pNjOz8BvjxTpx/6aEfmrV7XXhPg+YW/iXS26/6So/PI/rXu1cVf4jWGwVzfiK4b7ZBD/Aqb8erE4H8q6SuQ1iRbjWZipyIwI+vcdf1NctR2ideFjeoirJchI8nAHJz7VZtplkiDL0rkfE890LPybON2eWRUJAJCKepPoK3NHmUwCNXDFeM5zmuVHrW00NJ5PLVm7DrXP3bDe3ZTyv0rbuQfs7n2rAumDQJluQePxokhJHY+C2J0iVSeFmOB6ZAro65TwQx+z3i+jqcfga6uuun8CPHxCtVZ8J0UUUyAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvTfD6qdMtXKgsY0U59NooorWj8RFTY12PynAFRnofpRRXpo5Rqd6d/D+NFFUAJ6ds13WnqItLtFXps7/AFNFFcGP/hr1O/Lv4r9Dft/+PdaxtZlZGbbj5elFFeSz3IlDw8irqt+wGPM2lh2J9frW5fEqI8f31/mKKKUdwqbMhutJhW6bVhJKLl/3R5G0KrHGBitjTpGktgzHJ5ooqmQjl/F//H4f+vcf+hGuAuPlZ8UUV7GG/hI8HFfxpEIAznvSHlhn1oorc5xQo2rSOoyOPWiigCOViFXH+eah3HNFFSxgelJ/AaKKA6ESSPBcDy2I3Dn9adbfvHfdztIx+RoorD7TNHsaMjtFbR7Djiq29ixBPGaKK2gZvcuK5G7AFMeRlAOcn3oorToSRPdS71GRjaf51F5zsck/xUUVAy5EN6AsSTmhv3ZXb+tFFUtgIx1H0po++KKKTGbXh9iviDScH/l8i/8AQhX0FRRXHX+I1hsNdiqMw6jOPyrgLeRnTzGOWZmYn1NFFcVboelgN5G34TRXlv2YAklUOfTninatZ20WoQGKCOMhG+4oXPPfFFFP/l2Uv95/rsZl0x8l/wDdrmCS0sgPRc4FFFYPY7onWeCCftV4mTt8tWx75612VFFdNP4Tx8V/FZ//2Q==", "path": "000769.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000770
Men Tshirts
{ "bytes": 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", "path": "000770.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000771
Men Tshirts
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", "path": "000771.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000772
Men Tshirts
{ "bytes": 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", "path": "000772.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000773
Men Tshirts
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9KhQtjNczjdXPoXi589pI0+DTSKrxzEDmphIDWTTR2QqxmhSKYwxUnBFRuMUIJrQryng1kz/601pTOADWVIcuTXXRR87mM07IZSikpRW55Rqacv7pj71oAVT09MQA+tXe1cNV+8z6rARtQiApcUlO7Vkd6ClopKCgopM80ueaBC0YozRQUJRmjNBPFIkSlpKUUALThyKbTlploWkNLSGmUxDSYpaSkSwoFFFIQuaSiigYorO1I7pQp7CtJayL+TddP7HFbUVqedmUkqVu4xelSKxFQqalVc1qzzab7FuNsitGxnSKQlyQCpHFZsXAp3m9hWLTvoetSq8iTZqPdbmEUSs7ucKqjJJPQAV7V4H8OzeGNEka82i/vCJJVHPlqB8qZ9ecn614jYRzwXdveRv5LxMJEkIzgg8GvS7b4lNcbYbyGElhjzY8g59cGtKbV9TmzGNetTfLsd42ohDyRmom1ZF6vj8a8T174g3cWqSxQD5U45rCn8dapMpG7H4102PlrM+hX1uNf+Wg/E1E3iCIf8tl/OvnKXxVqkp/1+KgPiHUz1uGosFj6R/4SCLH+uX86jbxLbr1mX86+bzruot1uWph1i+Iwbl6dgsz6O/4Sm1z/r1/Onf8JTbf8/C/nXzZ/ad5nP2h/wA6Q6leHrcP+dFg5WfSDeKrMf8ALwo/Goj4ushwblfzr5xN9cnrO/5003U56yv+dFgsz6xtOQtbUAB21h2Z4Wtu3PAqzFFwDimnFKCMUxjSLCoZetSL1pktAjLvZCgOK5HVtfFkTuPaurvxwa838XxEoxApWGYV38SvJuHQDIFVW+KD44jrz3UF23sg7ZqrQWlc9Gf4n3BHEdYb6oNe1e9uHKxzTqjKG/iZe341yua3fDumLf3EtxcO6Wdsu+Vk6knoo9yamWx0YVNVY21J5HWM7GyM8lT2ppRDypH0q0ZFcAtGGQE7VfnA9M1XlWPOY02D0BzXFofUuMlvqiFjt+8uKj81QeDUrZHK/MKiKK5ztwfaqVjCblf3SVZh60juSOKgaFkGVOaRZccMKOVboXt5fDPQr3DEA1SJrQuIvMX5TzVBlKnBHNdVPY8PGJ8/kMpRSUo61ZyG/aoEgT6VN2ptv/qE+lP7V50viZ9lQilSivISlFJSjrUs2QtFHNFIsKO9HFFMQUUZooGFAoooEJSikooAdTlptKKRaHU006kIplMbRS0lIkKBzRR3oEFFFFMY4CsK4y87H3rcc7Y2PoKxc5kPua3o9Tyczs+WIscROKtqqoMsajLeWnSkHzcyHjsKp6nNG1PRbjt5kJA4Ud6WMZbApwwy4HAoMiRjGal9kbJWfNJl6WV0iRecY4rqvDngq/ureLWdQxFY7fMiQHLSkdOOw965O2vopFSKWIyAfd29fp9K0La71K3u4biO4lgEYAQFzgL6Y7ilHR6nRW5qsP3cjl9XBGr3WevmGqFbnimIrrUkrJs84CTH1rDrtTufLTi4yaYlFFFBAUUUUAFFFFABRRRQB9ZWZ+7W5b9B9KyrW12kc1rwrjAqjnRZzTWpwFBUHvSKIxTJO1TbQveoZqAMm/Iw1ec+LZFEZGa9A1E4Vua8q8YzB2Zc9AaBnleqENeuR61SqzdnMpPvVakaR2HV1Gjaiun6UIfJD/aJC8hPcDgD+dcuOtdJpD5sfMayE0UTbWdshVJPGTWdR+6d+X/xl3L7C3nixAADyevIrMJwcg1LPbM7tLBhAT90HgVVFtNn5jXLZPW59DUqVG0nEk3jPIGfUUhOORzUbwyqODmoS8ynleKajfZnPOq4v3ky0ZR0K4qGVFcHBwaaJGPUUvBGQMGmlYiVTnVmUpPMjJ9KruxZsmrU0207TzVNjk10x2PExFk7JjaUUlKKs5jorf8A490+lSYqG1ObZD7VY7V50t2faUNaUfQbQKXFGKg2CiikzTBsM0A5pKKCRaKM0UDCijNFIYUtJS0wFpRSUo60i0Oo5peKQ0yhlFBpKRAtFJmloAKBSUCmK4k3FtIfasYMM1q3rbbJyKwVZuQM11UY3ieFmdblqpeRda6woHFJG5kOQCfrUUNsWOXq9GgQYFOTjHYxoqrVd5aIckZI5qUW0ZILDNCEk04l1NYNu56sacLaq4/zpYflhAT/AHRiux8F+D7rX1TV7q4iFhBPtePJLuQM4x6Vxm2SQ8CtzQdb1HRnCQXskcJfc8KjcG9ciqi11Iq05yTVN2K3xKj266Gx1HbpXFGu7+IE636W1+sTRrL0VuorhDXZF3R8zUjKMnGW42iiimZhRRRQAUUUUAFFFFAH2DG4XvVmOdR3rhz4uslH+uWm/wDCZWYH+uGKoxO/+0gdDR9qHqK4IeMrPH+uFB8Y2Y6zCkB3v2kHvSM4OPWuKsfFNtdThEkBPpXRRXYkTINAyDU/utXjXjG4ZbiQDA4r17UpQIXJ6Yr598Y6i0mqzRq3GeaQWObnbc/vUFKTk5NJQaJWFFa1i08lqUM2y3iJOM9WPoO5rKArdtW8yxihXiJMu5A5Zz7/AExUTdkdWEi5VUkNjncAfvKlE7f3gaj+zuei4FBtT3ODXK+Vn0EPbRWhMZuPmGKTdGepqAxyJ0JP1phYnqmPpS5F0B15LSSJJHC/dUGqc80r8KuBUpA67yKQ4x96tI2RxVnKorXsZ7K3U5qOrVydvyhs5qqa6Yu6PHqxUZWQlKKSlFMzN6xObZPpVrtVPT/+PZaudq86p8TPssG70Y+gUh9qWkJqTpYmaSiiggKKKKAFxRRRQUFFFLSASiigUAOpaSlHWgtDhxSGlpDT6FDTSUppKRmwozRSUCF7Ud6SlFAFfUf+PEj1IrMjjAGcVpaocWKD1f8ApWWkqgAZrspp8h4OPlH6y79kXEqdQO9VY5VOOas8sODWclqb0ZJrTUGkWM5zT1ujJwoz74qDyBuy7ZqVBzgDFJqJpCdW9tkSCQ5+bn27VIHU43uQM9FFJHHVhI+fmYflUXR2QpTZDqkiXGgx7SSIZivJ7EZFc0etdTrVp9m0hZoypimcBtnQMOx/CuWPWuyn8J81mEXGs09xtFFFaHCFFFFABRRRQAUUUUAaQ1e5z9+pl1mfA+aryeFJW7tVqPwpggsGPtmo9rHuN0ZdjK/tmbH3jUbaxPn7xrozoIRQBapgVSm8NGRsrGV9gaPax7i9jLsWvB+qzPqqqTnmvcrJ91upavH/AAp4eFpqIlkDAe9evWpVYlAPGKPaxfUTpyTI9Wb/AEOQ/wCya+cfEL79auD/ALVfRuosr2zqehBFeJ694ZebUpZYTgM1T7SK6jjTk3scVRxXQf8ACK3OPvfpR/wit32Ofwp+1h3NPZT7GAK6OwDQaPA/lH97K5VmHBxgcVZ0rwPe6lqEdt5ixJ96WVhxGg+8x/Ct/wAQ3tjey2djYxi30zS02QsRyVPc+rEjP40TalC6OrAPkrpM5pnl6moyc9Qc1aluLXJESyPjozHH6VAZQeiYrjaPp24v7RCY2PRqY6uo65qcv/s0hNCkzKVOLWjKTFSMMMGq0sRGSrVeljDiqMpMJ55FdEHfY8nFQ5fi27kESNLOiYLMWAxnrSThRM+0bRuOB6VoaIsNxrtms+BF5gLZ9uf6VnSkNIzDoSSPzrdHjysRUopKVeo+tMk3dP4txVrPNVbIYhFWsV51T4mfY4TSjFBSE0HrSVJ0NhRRRQIKKKKBi0UUUAFFFLSGJQKKBQAopwpopRQUh4oNA6UhoLew00lOPSm0EMKKSigkMUtJR1piKusHFpCP9sn+VY3auth0OXWYMpkCNsZHvXLrCRIVb+E4IrspTXLbsfM5hCTxDfcWOPjNTqzAdaTjgVKiZ5oky6VO2iFUFjzVqNcYpqAAc1IGHYZNYSdz1KMFHVkykkcCnhwnLc1Eoc9DgVNFECw3HNZ2O+Dk9hdSuzLoU1uPJVVkVwnJc9s56Vyhr0WHR49S064tdirIwDJIOvHasz/hBX/56sfwrqhVjBWkz57NKE/bXOMpK7M+BZO0hoHgWU9ZGqvrFPueb7CfY4yiu0/4QST/AJ6Gmt4HkX+JjR9Yp9w9hU7HG0tdePBUnctUy+BWPVmpfWafcPYVOxxWKK7f/hBCD1epk8BRn7zP+dL61S7j+rz7HTxSRHsfyq2rRjBwfyrAtL6OSQAHk1so2VBBryHGqelemSs0f90/lTEZN3+rFVp5HXgEDNVReOjkM340KNUL0zcR1Byq4NX4tVkiXGM4rCgvFfq4qczKehqf3qD92zSm1KWYkEYB9KosFY8rmmrJQsoe4jiBGXbbnPSo553sWoxSFCIOqD8qd5a9o+ewxXKah49vhemx0WKFFRyplljBLY479K6fTNZaLw2mrXKs9yxKwGUAeY46uAOig9K7oYKs1e5yTxdOOlhnibURoelGwt2Rbufm4Ze3HC/hXn1naSzWUt5eu4iaYAE9ZMDkCtJbW513Ui80hKM/7xyeWNXfEUcA+zaRZgEWQLTN3y3avScOSnZGGBl7XEpswGeMZVIwB2zyaZkH/wDVU21VOFWkIx04riZ9ioMi49DTeKnpDSB0yo4FUriPeOBWk6g1WmTAJFaQlZnn4qjeLuP8NFYNQu5HC7o7Gdk3Do2wgH9awatTSMjEqcFlKn6VUrtWup8xUjyycQqeCMySDA4qIckDFbFrAI4hwM1FSfKjfB4d1p+SJ7ddqVNmmJxmlFcL1Z9XTXLFIDRRRSKCiiigAoooHWgBaKDRQUFFFFIQUUUUAKKUdaQU4daC0OpDS9qaaC2IelNpxNNoM2FFFFMkKKD2oFAHceDONKuGx1nHP0FYXjvRo7eWPVLSBIopTslRBwH/AL341t+GLuK10Pa3UysxqTXrqxvPD1/HK+MR7kAP8YPy1hCpKNfyPIxaUpPueWjnrxU8bE/dH41EqbiAauRpgV6M3YxoQlJiomSCeasohPQAU1OKlzzXO5HsUqSSHCM92qZEB43kfhmowaetETtjFGpp93PY3Uc8R80A5YIMEjuCK7eGVJ4UnjwySKGUjuDXn1sp8wENgjvmu2t5obLTrZSwAdS3XvnmsMVFuF0cWOpLl5i/n/ZFGfYVR/tW3/vD86X+1Lb++v5153vnl6FvqeAKY6Z7VXGq2+fvj86RtVts8OPzo98NCbG3+EZNKGYdhVY6rad3pravaBf9YKdphoXPMc0ea47VmDW7QNxJQ2t2mceZRyzFeJx/h+0mmIJBrtbfT5imdx+lZnhm0xFuxgk8Zru4LZY4hivqVCPY+X9tJ9TkbyxmU5rNksZXIwTXbXsIkG0/hWTLbbH4Iq1Tj2MZYiae5hQ2Uq53Nj6VahtnYkFiMVqpASOop6QAHk1nUpx5XobUMRKUlqVDGVTHpWPqEUvLpnv0PtXQzKBxiqL27XEiwoPmc4HFfPydquh9HD+Hqed+GtAfW9YkF0xjsrbMl3Nn7qg9B/tHoK6HW9WW/vVht/ktY1EUUS9EQdAKt67qlnpsD6JpOAivuupVH+uk7n6CofDmlwTStfXcgS0gwZGI6nsB7mvoYPQ8Go9S/axx+HtDOpTsN8mRAh6lv734Vx+jXr3moahJKSxeHOSf9oU/xn4g/tXUSsI2QRjZGgPCgVQ8M83dyPWA/wAxU1HodeWpqvB+ZovxTc5FK/WmivPZ9yApG6U401ulSD2GEVXkqwelQS04nHXWhk3n+sHHaqtWbw5lqtXoR+FHyOI/ismt13zqPet0DC4rL06PdKWx0rVrmrv3rHtZVTtTcn1AUtHQUmawPX2QUZpM0UCuLmjNFA4oAWiiikUKaKKKBhRRRSAKKKTFMBRT1plPFIqI6kalpGpmj2GGkoNFBiwoFJRQIU0DrRQKBnXadpM1z4cglRiA7Px9DisDUNGvkhmXeWXBOOTnHOK73wxIreErZSQNryD9aesKyTHuMn8a7oUouKdtT5HG1pRxEtdLnjsXIBq0hrS8SaGND1TyoSWtZl3xMew7r+FZaGsZrU9bCzvFNE6mpVqFTUqmsGerTZMvWpB1FMU08daEdkSzFgnFO8UtLDoemTRyvhHliPtnDf1qOM4cVe1xVvPBlyAPmtpUmHuD8p/mK3gk3qceaJvDyt0OFOo3R/5at+dH9o3X/PZvzqpSV08kex8Z7Sfct/2jdf8APZvzo/tC5/57N+dVKKOSPYPaS7lv+0Ln/ns350hvrg9ZW/Oq1FHLHsHtJdyf7VP/AM9G/Ok+1T/89G/OoaKfKuwueXc9n0qKS2iVRyRXSR3rCIZU5HWsyEIqjGKmLqP4hXOsdATwEgubuTO7YeKyJLi5dyQp61qsUcYJFKPL/wBmqWPgYyy2cmUEubgLgqaelxMfvDFXi0ZGOKgkIzxis6mOg0zWjl84sYzl8DHNVdZ1SPQ9FlMbf6bOu0DPKKf6065u1soPMON7NsTPTd6/hXnmu6hPqWp5BMgBCKByWP8A9eufCUeebqvY7MVVcIqmhdF02fVNQjgQEs5yzHsO5Jra8V6vb6ZaRaTp+PJiBBP95j1Y1fcJ4Q0AxzMG1O5TMgH/ACyXsn+NeaXt091cNI7E5Nes2ebFXZC7mRyzHJNbHhlsXsw9YWrErb8MLu1QgkKvlPuY9hisp7M78G7V4+ppseDTQD1xVu1tLnVZdmm2ks5zjdjCj6mumsfh5qNxj7Zex247rGu4/n0ri5WfWVMZRhuzjtppCK9Oh+GGnbf3l5eMfXKj+lLJ8MNLwQt3eKfXcD/SlyGDzOieWNmoJM16FqHw1mijd7LUQ2BwkyYz+Irg9RtLnTpzBeReW/bnIP0NOMWmRPFU6kdGc/cH96ahFSz8zN9aSJN7hfU13LRHzE/em7GrYR7IQe55q4KYihUAHYU8Vwzd5XPq8NT9nTUQJpmaVjTKk1kx2aSgUuPegQCnCmgU6kUhaO9HaigsU0UUUhhRRSUALRSUooEFOHSm08dqRcR1NbrTqa1M0ewykpTSUGLCiiigQvagdaSigDqNEN6+l4t9zIkhBAPQnmugtEu2t8sp3e1Zfw7k8zVLqxdjtlt/MUdsqf8AA136WyI3AGK76M1y6nyeZ0mq7aW5514r025m0N7qRTutZARx/C3B/XFcOte+32nJqGnXVkwGLiFo/wASOP1xXgbRNBI8UnDxsUb6g4rKrZvQ6svm+WzJFqVTyAASx6ADOan0rTZtWvFtoOM8s5HCj1r1/wAPeG9M0lFMNujzgZM0gy5P9KxUbnpVMXGijzex8L69eorQ6ZKEJ4aT5f51qn4feJVGfs1t/wB/q9fiAABFW0UEDIq+RI45ZrV+yeF3PhjX9PBNxpEjqOS8JD4/KpNLS31S3vtNVys1xbtH5LjDBhyP1r3JkBHSuH+IGhIdOXXrCPy9RsZEfeg5kUsAVPr1FUlZ3KWZTqRcKi3PJD8PtRx3z9Kb/wAK+1PP/wBavoRrSHjcgDEAkY6HHI/OkFnDn7ordSR4Mk02jwOH4c37j53I9MLUrfDa8GPnY/hXvYs4cfdFL9jh/uinzImzPAh8N7z+835VIvwzum/5aN+Ve8izh9BThaQ+1HMFmeED4Y3Pd3/Knr8MJyeZHr3b7JEOwpRbRDsKOYLM8mE5JzuNMe8C/eY1aGnKjbWYk1WudOBYBWPWvFWDmer9bgRHUF7SUn9pD/npVK50xlkxkiqsli8fOTj3p/UpB9bgbK6jk43ipYrlppFRG3MxwAKxGszGoIYnNEmqzaLdNZ6e8baiy5mmblLZcZ/PHWqjgZSdmEsXC2hb8dzto1vpwCM7yK4J/hB/xwazPDluuk6Z/wAJBewr57ZNjG3QHvIR/KkOoQeLdcgW+aV9M0+AkueDIe5Ppk9vSsnxN4ie/n8qIKkKLsRF6Ko6AV7FOCpx5UeVOTnK73M/W9Xk1O5Z2ZmyeSepNY5oJyaSmNKwverNpO8LOqMV81fLbHoSKq0o4NBSbTuj6c03T7XTrOK3tolSNUXAA6nHJrSjUVQ02YXGm2k39+BG/NRWhH1rlejOm7erLC8CgjNIOlOFMDOvBhCK8g+InEanH3X6+lev33evGviK5yg55f8AClH4jTaDZ5/nJq3YJul3dhVKtjT49sW7uea2qO0ScFT9pWRbHNP6LTVFDHAxXD1PqlohhPNJRRTMhRSgUlKKCkLSikFKKRaFooopFC0UZoNAxKKKOlAgooooAWnDtTKcKCkSUEUCig2Ij1pKcetNoMGFJS0lMlhS0lKBk0Ab3hO7ay8R2zqcb0eP8xXoA1aYeleX2chivraQHBVxzXXO7AZya58RKStynBjaUea7OiGvsjAt+OK8q8TDyfEWoNjAklMi8Y4bmuok84ucEn8ay9X006kikttnUYVj0I9DRh6r5rTOKKUL8pp+EgkNtGY85k5Y+pr0a1l4VjXmXh1mtysMnDJxjOa9DsX3Rgg5zXcjKur6s6OB9yir0Z4rLtWGevatGE81ZwtFgGql9/x6T/KDhC2D0OBmrVMlTfG6/wB5SP0pvYSdmcOPFZdQ+CSwBPPelHihiehrzsXlxjYOdpIz+NOF7NGeR+teVKdVPc9BU6bWx6J/wkrAfdNIfFBHrXALqUppr31yT8vI+lT7Sr3H7Gn2PQP+EoPpUi+Jz/dNedrfXIHT9KsRX05xx+lHtavcPY0+x33/AAkzf3SKT/hKCP4a4k6hKOMc1Wa9mLZzS9tV7h7CHY7xLQH5mSnfYY3XIT9KvBccdqeBt4r3+Znh8pk/2XE+SUH4ioG0aKQnKCtzG3isHxV4ii8M6S1zhWuX+WCM929T7Ci47HL+PLoaFpkEMG1bidvxVQOv8q4WaNrfT4o23td3h3OF5Zgeg/H0pmnvLrGuPealK0yqfOnZjndg8D8TgV6H4I06Ez3Hi7UQn7vd9kjYcIAOX/DoKpCehyOpW8nhzw+dHnQR6jMy3FwAcsin7qH+ZFccSSck1t3142sX17qNxPulnkLFSecZ4rKaMR8mgadivRT3YHoKZSLHKM0EYNOVGPQVIltI7DimK59D+E7kXXhTSZRxm2VT9Rx/Suhj6iuM+Hsn/FIWcROTEWU/nXYocGuWS1OmL0LA61IKjTpUlAzNvv4q8U+Izf6RAuf4icV7XfA814d8Ryf7WgT/AGWP604L3i5O1NnFjk1t2i7YlHtWNEu6VR6mt6NcKKK70sdmUwvNyJAOKjc805jiomNcyR7k5aWCl7UynCmYpiinrTKctI0iPxSYpaKRrYKKKOaQwooooAKKMUUAFFFIelMTFpw60wdacKBxZKOlFIvSnUjdDGGaZipiKaUzQTKNyLFJipNlLsxRcjkZFinx9acRgU1GAzk444poVuV6jmk8r5/Q5FelQ2Uc8EUpBxJGrAfUV5XO+4Edq9k8MFbvwrpk7fMTDtJ/3SRVxpKe54+ZV2loUH0uHI2p+tT/ANlQGHAT5q3/ALOh6KKUwoBjaKv6tFHjfWZnB6lYCxuo7hFwH4b69q6TR7nMSrV3UdOS80+aDADMMo3ow6Vz2jzMreTJ8siHBFNx5Tpp1PaR16HcWrdxWrGcjNYdq/A5rXgb5BmmjGa1LyngUp4OaZHT26GrRkzy658PQxzOoH8RPH1qB/D0TQswHI712U0QaZ8gH5jTfKUDG0Vk8PFlfWJLQ4208ORlvnyR2p0ugxCTg8V2AhVedgqNrVXfdtH5UvqsQ+tTOVm0CNYQy8E0WmhRsGLBuO+a6toAw244pEgEYwB1pfVIh9akca+kBpSoY4zTzoiKRktXV/Y037yo9ac1srchRml9UiP63JFjqaf15pi5FPHA5rsOUaxGCc8CvFPiXqRvvECxK37qFMKua9a166NjpE0i/fYbVrwLWY2GqSHJO/5hk+tUkK+pe0Kwe7RbdW2Cdt80mcbIlPJrs18QQ3cd3p9qkf2aOApEM42rjGcd65m6K6FZfYlYPeXcaiYIc+XH2T6nrWTYybNSVGcRbjtLN2q0Q9TMQmOUj3xS3LZfAORUuoReTfyqpJG7IPqKrOpHU80jS2txtWLe1km+6ppbWJGbMh47D1rXEc/l/ugIoe7MMUJEyl0IYrJYkzIRk05ZIVO3cgP1qpcTwqSNzSt6jpVFpMsSFAz+lO4lFvc9j+HFzusbyBT/AKucH6hhXokZ4rxb4U3e3Xru0Yn99b7lye6HP8ia9miOVHNc8/iOqn8JejqYVBH0FTngVJRnXgzmvB/iQ3/FRqndYgfzJr3q8X5SfWvA/iUf+KtYekCD+dOn8Q5v3DmLMZuBW0GwtZOnj94T6Vp54qK3xHrZYuWm33BmyabQTTciskd0pC0opm6jdRYnnRJmnA4qHdSh6LFKoiYNTgahD04PU2NY1ES0YpobNOzSNU0woxS0Uig7UlLSUCFNMPWnmmnpTFISlBplAOKZCdiwh4qQVBGwzirAFI6qbuhBR3paKDQMUhwKNwxUDyc0ESmoiyNiq5JY09jupdtNaHHJubIsV6x8OrgXHhQwfxW07IfoeRXloUGu7+GVzsu9Rsz/ABosqjPcHB/nWlOWp5+Po3pNnoirgUFck8U8jAxSjiupHzaIWHGK5PVrM2OsrcJlY7jn6MOtdfjms7WbYXOnyYGWi/eLjrkVE1dG9GXLIXTpgyDnNb9s2QMmuN0iUkAZFdVZuTgVkmdNVdTXj9akbpUUP3akbofpWiOeRiSJ+/kPvUe3LdKnn4kb601RxVowe5G6jFAXAp2Mmkbg4FMREqkOaV13NmpCMLnvQgDdaAI2X93jvRCo5zTzy2KVvlGKASIM5bin4z9KiUEZ96c0iwQySykBEUsxPoKAOb8R30TTyRkgxWqZfPTef/rV5DIp1bW3niUvDF88rdAAK6GxurbxHqup2Oo3c8CTz+am1sdOOag1+Oz8MC80SydpCdkkkr4y2RwPoK0WxHUxP7Rhhnmum/e3sxPzMMiPP8zWNNK7zFy2TnOaYxJYk9TTKGUkXZ5/tUCOxJmT5W9x2p9rZx3DlpJxHEDxnlm+gqC0dFmAkHyNwabIrW8zoD04z7UhnURyabo8IlhtzJLj/Wzc/kOgrA1DVJ76Qln+X0FRXF280MUZ/hHJ9aq07iUerAmkoopFHT+AbhoPGumleryGM/QqRX0BD9wV87+C54bbxlpMtwwSIXChmPbPH9a+iYlKjaRgg4rKojWm9C7HwoqbORUEZ4FTqKzKKt3xGK+fviSCPFsmf+eKfyr6CvR+7zXz38RmLeMrpc52ogH/AHyD/Wqp/EOfwGDYgbSfU1dzxVG1O1BVpWBFRUXvHrYSSVJIcWNN5qQYp4UVnex1qDl1ICDQM1Y2UmyjmB0WQc0E1Psppi5p8yE6UiIE0u7FSeVTTEaLoXJJCiSpVkBqAxkCkBIpNJlxqyjuXRilNQI/FTA5FZtWOyE1JBSUtJSKCkNLSUxMSm06m0zNiqcGp0fjFV80oak0VCfKWt3FMZ8Cmqc8UFDnmg3c21oMZiTxTQMnmphHxTtgouZ+zb1ZEFp2KdtxSE8YxSK5UhvSuk8DXH2bxfY56S7oj+IrnK09Fl8jWrCYdUuE/LOKqG5jWgpU5I9uAJOD2pH46U7GCT70n3jmu5HxklZjMcVGp5yRkdCKlJ5xTAuBSYjmYoPsOpSQj7uSRn0rprNxxWRrcPly290Bn5tjY7elXrN8bTWLVmd6fPC50lu2RirBGRVW26A+1WSapHPIybgYuGFMPFT3K4nJ9qg6nitEYPcTGBmm43HNPP8AdpOlMBuckilzsWkA+b2oY7vwoECjJJpv3jTvujHrSKNpJoGQkHeK5T4kar/ZnhZoI32zXkgiXHB2jlv6V1KscE15D8VdTFx4jhstxZLS3xjsHbk/0qkI4O4mMl08oJBJznPNJNczTy+bLIzuRgsxycVD3p/l8Ak9aYxCc02g9aKACrcbrOqxSsFI+6x6fQ1UoFAD3VlbDDBHrTKcXLdTnHrSZ4oAMGkp287cdqbQA9SVYMOoORX09pspuNOtJycmS3jc/UqM18vivpbwqxl8K6TIerWkefyrOpsaUzaj7VbUHiq6AAVOnSsjQivk/wBEcjkgV87/ABGXHi+4bs8cbD/vnH9K+j5QGiIPpXgvxb09rTxLbShcRzWw2kDgkE5/nVw0kKT9yxw8JwgqdWNQwoxAFXI4PWlNpHfhozklYRSakUnNSrCPWpBB7isHJHqU6M7Eak0/OaeITT1ixUNo6405EQFOC+lShB6UpwBSNVStuR7TSFRQ71CZCaEjOc4oc2BxUTKDSnmgZNUtDnk+YaBg1KjUwigDmh6hG8WT5opgNOzmpsdClcM0ZozSZoEIetJRRTJCkoNITTIbHo2DVtHVh71nF+aUSkd6LFU8Ry7mmAD3oKVnrckd6nS6Heix1RxNOROVpjJ3FSrIrrxQR1ocTVpSWhXxU1sxiuYnDbSrg5/GmsuKjOce9SrpmNRWR9Ab9yKf7yg/pQOKqaXN9p0iym5y8CE/XFWzXej4murTaGYyTSE84FPxUXQn60GQl3CLmzki7lePY1UsATHHuGGHBHvWjEjSSBV6mvOfE3xHh0u/uLTQ447iaJiHuZR8gYcEKv8AFz3qXG5tSnyppnrdtyqipZZESURPIiynohYbvy614PP498VXUQX+3NqyRhs2sQQDI5XpnIrmZjLH5t15spnXDmYuS+dw53dapU9DN1Vc+krllMmwSRmToUDjcPw61AEZV3FSB6kV86WUkjwT3AkfzSJT5m47g3rmu78Ga99il0mPUFu5BdJ5UbOS0ZDHls5+8MY59apQIcj07GSKSSiKRZIVlUEA9AetIDmpAOiYHWmoPmpWOWpW+VcdzQNCMMtSvwvFKozzTQdzEUAVmdI0Z3OEQFmJPQDk184a5qLarrV5fN/y2lZl9hnj9MV7V471NtO8HXzocST4t1/4F1/SvAzVISClycYzSUUxhRRRQAUUUUAFFFFABRRRQAo7V9HeCJQfBmj5PJtR+hNfOI616/4H8QwweFYElnVVtpGik3HkbjlcDqcj+VZ1NjSnueoxtk81OjgH2rEi1SyedbQ3QN46h0gVTkqe59D7VsvDDY2/natdrZDtHw0jD6DpWSLuWWK7CSQBivMviy+l3vhhE+0K19BOGgVQeQeGGenTB/Cu1/4SOO4zb6Po5cqP+PvUD8v1C9/pWVceFItYuhda/NLqUgGAj/LGg7hFXAUVV7MFroz51WZo+D2qwk7seDWr4x8Mz+GNeltGRvszkyW0h6PHnjn1HQ1k2qhjVSStc2w0pufImWU3mplLgc5qeKIYzipTECOBXK5H0VPDSte5WEhpwkYdzTjFg0hTFTdGnLNCiZvWlMm7vTMe1KB7UDUpdQIzTduPSnhadsFFw5LkW2nKB3NO2Co2VgeKNxOLjrYeVGKjIwaTcR1pCxppESkmOFOHWowTRuIosJSSJsU0imeaaPMNKzLc4sdSEnFIXJpQaZN0xhJNIQakxntRtp3IcLkJWk21YCH0o8s0+YXsWQhAaeI6dsNJyKVwUVHdE0fyd6n8xQMk1SyacAWpHTCq1okTtOCeBTkbc4XHX1qEJ2NXLHTpNQvILOBS0s7iNfbPU/lQtWEpzSuz1vwTM8/hCyaQ5I3KOOwPFbwGTUdvbRWVpBZwKBFBGsa49h1qXGBXZHY+QxElOo5IaeDTSB1p2KYTk4pmBj+KZRB4fdjEJA9xBGQWIwDIvPFeDa9GU8RapGMAJdSj0/jNe7eMLlLTwvcSvbi4/eRARs+0bt4wc+xrB8LeA7TUNSvdb1e280TXUjQ2spygG48tj73t270J2NEro82sWt4reISXkDExBuM/JyflPvUlywksLhotrKYzyrA9xX0jb6dYQQCGKxtYogMBUhUAD8q5bWvhv4c1TzJPsS287Z+e3Ozk98DiqVQh0tbniWmrm1uVHIBkA/Fa0o7/AOzeGdJnViDBI64J4LdQKZ4q8Laj4Uk8xJpTbSNtLg4ycd8etc9/aVxJYR2L4a3ikMqgKMgkYPPpVJ6EuGp9FaBqaat4e0++jRkE0IJU44IOD0+laJ+UZrnvAsZXwLouQOYGYYPq5rff5ulZ9RgOeaC249KXomPWmoDnJ7UAOJ20gGOaRuTSk8YoA8q+L8siR6Tbhv3TeZIR6twP5V5VXsHxctWm0fT7xVyIZmjY+m4cfyrx+qQ0FFFFMAooooAKKKKACiiigAooooAB1rt/CKS/8I9rN1ZyQWdxZmF2vCjNJtdtu1SPuL1JYc4riBwa09J1nUdFumn028ktpWUoxTGGU9QQeCPrSYHpWmarDoV5OmkXo1DU5f8AW3MC/uoh7Ofmc++a6PTbKe4mNxdyvPM3Mkj9TWJ4YitLuxttRtokUyptkVRja4PzD8+fxrt7RQuFUYzXNLex0xWhoWUSxDgYFaAAIqpHhcVaU1SEZXiDw5p/iXSn0/UEOCd0Uy/fib1H9R3rwvXPB+peE7zy7tBJbMxEV1Hyj+3sfY19Fd6pajYW2oWk1rdwiWCVcOhH6j3o1tY1ozUZqTPnqJSRUuKv61pMmh6zcaa7+YsZBjfH3kPINUa57WPsKElOCkhNvFMKVJR2pWNXFMhKU0pipiKbipM3BEWKcBT8UYpCULDTTCM1JjNIVpilG5AyUzaasbaQrTTMJUrlfBpdtS7aNtPmI9kRbaTFT7KAg9KOYPYshxShTU2z2pQtLmKVEjANOAp4Wl20rmsaY2in7aMUF8pEVJpvlVPiii7JdJMhEdPVBTiKUUXHGmkJgCuw+HcQbxIJmGfKhcj2J4rkMV2fw5ONZnH/AEyNXDcwxd1RlY9N5zSHnigcCgDmu1Hxb3A8Co8YOaeeTSNwvvQBm67o6a/od1pskhj84DbJjO1gcg4roLG3jt7S3t4l2xQxLEg9lGBVDOFUepxWrEMIKl6msFZEw6Cg803dinA80imYXirQ49b0K5sWXmVCFIHIbHyn88V8xhZ4pnhXerk+WyrnJ5xj86+uXXcn61xUfgbw9Dq76g1hvuzOZw7yMQGznhemM9qqLsZz11LHhW3urLwnplre2S2dxFDsMKtkjk8n0Y9SK1lHrTm5bJ7mg8UzMYwJNObgYFAHek5Le1ACKMZNIoy1OfAGKOFXOKAMPxBoy694fu9NYqryruiYj7rj7v8AhXzvd2s1ldS206FJYmKOp7EV9OMcnjqK8u+K3hvZPHr9snyS4juQo+63ZvxqkwPLaKKKYwooooAKKKKACiiigAooooAKKKKAPUvhhc79Fv7bGWinWTPoGGP6V6NDJhlIPSvIfhbfCDxNJZvny7yBkPsR8wP6V655Zjdl7j0rnqL3jaGxqxvwDmrcbZUGs+2P7sVbicDihFstCmsfXilVgax/EWuW/h/SrjUJ+RCvyJn77n7q/jT3E9DzD4o6hHa+LEgBSQrApkC/eQnnB/CuTh1CCU/ewfesPUL6fUr+e9uXMk87l3YnqTVbPpxVOlFnVh8zrUdFqjrwyMMqQaXiuVjuZo/uyEfjVpNVmXG75qydFrY9anndN/HGxvkUhFZS6yP4l/Kpk1SFhySD71m6cl0O2OZYaW0i9jmkIFVhf27dJBUguI26ODUOLXQ2jiaMtpIlwKKbvU9xSFxnrSsV7WHRi0Yo3qaMikO6E20bR6UoYUuQegoC8RMCjFL+FLxRYd0NpcUhYDrSeYtFhc8e46l6U3eO1IZF9aYvaR7js0YzTRIv94UedGD94fnRYXtYdx+BSYpDKmOtN8+P+8Pzo5QdWHdD8cUoWojcwr1dfzphvoFP31/OqUH2JeIoreSLO3muk8FXS2fiO3J4WQ+W2enNci2qWw/iz9KdZ6qkmowRxzCDdIqiZ+ic/eP0rRQfRHLXxmHcHFyWp9CNjPFIeFHrRtKttJDFQFJHc460hOa6UfIT+JgvWmHJenZxTT3NBIyZgpi543YNbEThowR0xxWFexvJYzeXzKql0HqRzU+l3jS2sfpjvUN2N4bGwemaasgJxmoJJsRHNZWn6ml5e3UUR3Lby+UxHTdjJ/LNRc0SudIG4qldJtIcdDU0bZ4FNuEcxnB+XuKtMylEpj5uaQkGl+6KRRzzVGIZwMUDg5pOpoY9qYDfvGgnPy0o4pAMtmgCknUmmXVpDqNhcWVyN0E6FHH9amf2FBXigD528QaHcaBq81lOCQpzG+OHXsRWTX0V4j8N2fiTThbXS7ZU/wBTOv3kP9RXhWv6Fe+H9SksrxMMvKuPuuPUVSdwMminBc8DrTaYwooooAKKKKACiiigAooooA0NHvn03VrW7RivlSBiQccd/wBK+hIbuOSIPMSBtHzjkH0/TFfNgr2/wheNeeFdPlL7mEflMT6qSP5YrOotLmtN62Ouh4fAbP0q0GIOM1Qt5DFIAw+Vh19KuH94m4HmsUzblLKOQpIrx/4va55+rRaLC+UtlEk+DwZCOB+A/nXpWr6rHoOiXWqSkEQLlVP8TnhR+dfN93dS3l1LczuXmlcu7HuT1rWmuplUfQr0UUVqYhmlzSUUALRmkooAduNG4+uKSigd2P8AMYfxH86cJ5B0Y/nUVFFkUpyWzJxczDo5/Oj7XP8A89DUGaM0uVdh+2n/ADMn+1zf89DSi8m/56Gq9FHKuw/bVP5mWPts/wDz1aj7XN/z1P51Xoo5V2D21T+Zkxupj1kaj7TMf42qLj3o496LIXtZ92SGeQ/xn86TzX/vH86jooshc8u4/wAxj/EaPMb1P50yigXPLuP8xv7x/Ok3n1NNophzMXcfWk3UUUCuxM0o60lFAj3j4deKBrugiyuHJ1CwUISeskX8LfUdPyrsR6183+G9cm8O67balDk+W/7xP76H7yn6ivoqK6gureK4tm3wTIJI29VPIqWIk60125wKUNgZqLdls4pATJleabbR+U8gAAGcjFIrZNTIOp9aiRrSvci1O6+xaZc3Q6wRNIPqAcVy/gOH7NpqH7Qs7zkzSsP77cmupuseQ25Qy/xK3Qj0ryeyiI8RJDbO9nbvMSyRN1GenPSoOmEbntaEYyDU3mqYiCecVRtQogULnGMcnNQzyMjEg007GZJKuHwOlNYcUyKTzE3EU7cCeKtanNJWYLxTeS1KzAHGaXOBmqENkODil6R/hSfePNIzfNgdKBnzV/wkuvf9BvUv/At/8aP+Em1//oOal/4Fyf41l0VYGr/wk2v/APQc1L/wLk/xqreapqGohRfX91dBOV8+Znx9MmqlFAC5I7mkoooAKKKKACiiigAooooAKKKKACrltq2pWcXlWuoXcEYJOyKZlGfoDVOigDT/AOEj1zGP7Z1HH/X0/wDjSjxNry9Nb1IfS7k/xrLopWQ7svXet6tfweReane3EQO7y5rhnXPrgmqNFFMQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXs/wq1Nr3w9c2EjEtYyApz/A/+B/nXjFek/B5/wDid6nFnG603fk4/wAaTA9YZj0pDwM1MqA8kVCw+bjpUAOToTVqEDyASe2arr02jJJ4wBWnYhVt8MvzA4II6Uma02Zt0U8sqzAKRyfSvLLqVLXWJ3RXm+zuCqouWk54wBXo3iy/t9Pgxx5sowqj09a870rSrrVL8zw6nJYGRjEssf3yP4senpms+p1wuotnsOl2s82mwTOI43kjDmJpBuXI6EetUNRDJcJECC55KgjOPXFWLVZLCy8qCzsWITqwZS5x1JyeT61h2EIk8SXlzJocFpKkQRLpJ2cyZ6g5+g+laWVjk5pX1RrAbFC0DjmnbCx7UMO1CRk9xnWgtninBcCkCZbNUIOgzTVzu9qeyknpSEYXHrQB8r0UUVYwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACu1+GusWOi+I5rjUbpLeB7V49zA43ZBA4HtXFUUAfQ58d+Fx01q3/75f8A+Jpn/CceF8/8hq3/AO+X/wDia+faSp5UB7ve/ELQ4IXFvqEUh28bA3P5iuXb4jSxys1rdFc/3skGvMT0FFJwTNoVLK1jupdcl1q7N1earaI5+XMzsMD6AHiuj0i/8NwS28l34it9kS8oiuCzfXHAFeRGlqfZot15NWPoh/iB4YSIKutQORxnD/8AxNRReO/C+WZtatwT2w//AMTXz3RVqCMZzbR9Er498Kgf8hu2/wC+X/8AiaZ/wnnhcnnW7f8A75f/AOJr54yfWinYg+iG8eeFj01u2/75f/4ml/4T3wsB/wAhq3/75f8A+Jr52oosB9EJ488Lc51u3/75f/4mkPjzwuW/5DVtj/df/wCJr54oosB//9k=", "path": "000773.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000774
Men Tshirts
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", "path": "000774.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000775
Men Tshirts
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", "path": "000775.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000776
Men Tshirts
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", "path": "000776.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000777
Men Tshirts
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", "path": "000777.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000778
Men Tshirts
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qd18Q9Wmj2W8cFv6uBuP68fpXJNxyBweRScVHs49iudlq6vrq/laa6neWRgASfQdsU23nltbiOeCQxyxsHR1PII71B9Kd2q7Im57d4O8awa3D5Mqpb3kY+ZAcB/8AaXP8u1d5b3i7Rg/rXy5bXE1rcRzwSFJY2DKw7GvVvDPjy2vGitrsm3uG45P7tj7E9PoaynTLjLuev28wlbrmtKJD1Nczp1yhCurZHrmuiWZ57RxbsofGAzdFPv8A4VhyO+hpdHH/ABGg0XUrOC1v7cyzxsTEysVIyOcEdume3HrXjnibR4LRFuLSMRxbwsiKeFB6Yz78fiK9b8YaZJYyWk5ledGTy2kkABLZJ6DoOcY9q5LULJL21khb7rqVYjrg9/wODXbCHLGxySneR5ow3R7v4h29qi6etWTmGZ4nILK2046ZHFV5BtcjPFMtCZo3c9Kb1zQO1IBwNKTTTRQMXNGcUlFAj1H4XgP4U8SA5x9ptOn/AAOukComSRya5n4XnHhPxKf+nm0/9nreaUqBtXdwc0hk4cdDwcd6QSbSe/rzUJkVl6fNjj3phbcQQCMDqKLAWGmwQ6muF+JF066ZYwBjsmmZ2HrtHH6tXZMyrkkjP1/nXm3xFuml1e0tv4IYN31LH/ACgDjf4xTwetMydw+tLnDUDHGm4qTFFAEW2mkYNSmo2FADCDRjinY5oxQA1FBkQY/iH86cwZZWz1DHB9DmjJTBHUHI/Cprvb9pkZCCrNvH48/1oA3dK8a6np8YikKXUY+75udyj0yP65rs9L+IWlTBReJLavxn5d6k/Uf4V5WAM1IoMZDZG49M9QPWpcEylNo9mtvF3h+e++0XGsRIsBIihYMOcYLnjnuB6detbSeP/C0f3tYg/BXOfyWvAQWxjP607JAHzCl7JFe1Z7Rqnxf0y1Ro9JtJb2XOBJKPKj/+KP6V554i8Za34nlAvLjy7Zfu2sGVj+pGfmPua5oMBz1qQNx6ewqlBITm2OAC8n73tS7t1Nzk8ULVkD+1OA59/ekH6+9O6/SgAxn2rf8ADHim78N3e4bp7KQgSwEnAH95fRv0NYWOtGeoqJ01NcrKjNxd0fQmmalZaxYi80+cXFuWKlgCCp9CD0NW8DGK8A0PXb/w/qIvLJ89nifOyQehH9eor2vw94is/Eeni4tiRIuBNC33om9D7dcHuK8LFYR0neOx62HxCqaPc0tvPBrc8ME/2q3p5R/mKxtvJ5NbPhkEao//AFyP8xWWE/jxLxK/dSPEPjLz8TL7/r3g/wDQK4Gu++Mv/JS73/r3g/8AQK4Hk19KeGxaRjhSaWnmP/Qbmcg4j2KDjjcx/wAAaYjMc5OajDfNipG96iIxzSAmV+MGn54qtkAg9QamRsjFAD6DxSUvWkA1qaRmnkUw9KAGEcUmKcfrSUAX9FtYrzVEt5wGidHJznAIUkHjnriszackkYNegfDXRLTVLm+e7Us3kmO3BAALdSQSR0xg46Bq5fxIbJ9eum0+NIoCwPlxghEbHzqmf4Q2QPakNmSBRThRTEA6V0HgzSLbXvFmnaXdlxDcuVOw4JO0kDPbkVg4q5p2oXGlalbX9o+y4tpFljb3ByB9D0+hoEfSWgraPDLEIHVraZrdoncMEK8dgM54PPrXURLgLjG0DgDgCuSs7uC6vNP8Q2AB07VoVWXB4SUD5c/kVP0Fb66rAN0cJM8o/hi5x9T0H50rpC1ZY1uwj1PRp4HIUhS6k9sc15TEks0yxRgO78KFIO49gD057HpXa63aahq8BiknaKHqYIjw3+8e/wBOntTdG0ZrcBp5Hcr91T0X6DtWUq9tEaKhfVnzrd3Et3qlw7xGJzKxdT/Ac8j6jpSygBVI57V1HxM0oaJ4vmlVMRX/APpEeB/F0cfnz+NcpG0jodw2jsK1i+ZXJas7CcY4pBxS9KTNMAzS03qaM80DHUUhzRnAoEenfDUlPB3iYjr9otP/AGetmOcYJMfPoTWN8M0Z/CHiQL1+02h4/wCB1tLCA5ZtrsByBmgYxpBw27kdMUzcGJ5fGOlTtDhgwiBPc+lMOwZyADjoKLgiIltoIQ47964XxnbC/mMyH97ANvHcen8675W2qCAOnPtXFX37yaYt/GSw/WkhnnzHABFK3Y1rXujlrM3VqckHEkX933FZDfd5FOwE0ZyOtOxUURqX60gGMKa2SfapD1ph60ANIpMc0/HNFADMZqdImuUijiRnnUFWRFJJA5Df0P0qLFavhwKur+czMPLiZgFOCx9M9AOv5Y60AZIXa3zA5/unvRknk55705yZJGcgbmJY4HrQBxTQAM4+tLzxyaAKX8KYBSg8c0neigB4PvTlamY6UooAmDCng5qAMRTt3TjFAE+RS9TxUAf9akU+9AD+ueDXReCNSuNN8TWnlPiK6kWCZezBjgH6gnIrmiwOR2rS0WbytZsZv7lzG2PowrKtFSg0y6cuWSaPoI5FbPhnP9qPwf8AVHn8RWbIg3sMdCa1PDi41Nj/ANMj/MV8/hk1iI+p62Id6LPDvjN/yUy9/wCveD/0CuBrvfjPz8TL3/r3g/8AQK4Kvpeh4jFzXURaUJvhlf3QA8wXQmzn+FPl/wDZm/OuWrutAnjvfhzq9k7ozxCbZECNx+UOOO/OfypoTPNX+7UXWpTytQ555pDG9Mg9jU0faoGHOalhb5utICzSim5zS5oACaZStTAKAAjAzSGlNIelMD1n4PNoeoadq+ka4LORFcXEEd0wHJQqSuT7L0rzTWFhj1W4jt3R4kbarJypx6fjmqGAeCAfrS55pABpKU1bvtNlsYLOaQ5S7hE0fBHHT+lMCuOcUjcDnmkBxQTxmgDo7HxtqmneELrw7A2yCaXzFnDEPGD95Vx2bj9fWvZPh5rQ1TwxZSk/vEXy5AP7y8H/AB/GvnUnFd98LNe+wazJpssmIrobox6OO34j+VZyVyouzPoDgjNSIAKqW04kjGKtryOTXHJWZ0I5jx34XHiTQ2SFV+2QHzLckdW7pn0bp9cV8+OBHI0coMboxVlfgqR1B96+rOCCCOMV5Z8SfACXxl17TYN1yg3XUKDmUD+Mf7QHUdx7itaVS2jM6kL6nkBPcHNJn2pPlPKtlT0NBrrMRc0maKKAFJozSUUAeqfCwbvCviQD/n5tP/Z633QZ3cIGHqetYPwqx/wiviQk9Li1/wDZ66Vz8mfL3MRnpUjKIkcltoyF4K9s1FMT8y5wR1xVuTGGLADPGB1FUp8CPnGB/F0B9PzoFdle4fZCcHKkE579K5S++S5XJ4YkVu6nOIrSV87iuDwOlYt3GL2LzYDuIG4Y6g00UY0wktZmeI5z1U9GFY5sYZZJmLMnOQnoK25J1ddrfLIOqnqDWZcgLJvU4zweaYHReBfANr4t1GS2e9mtFSAy7kUNkhguMH610+s/AXWbZDJo+pW18oGdkw8lyfbqP5UfBm4VPEXlseXt5Ex7hgf6V9AjhP8ACgR8jaj8PfF2mK73Xh++CKTl40Ei/wDjpNcyyFXZWBDjgqwwR+FfbrZB3Dg+tZWqeHNE1sFdU0mzu/8AalhBP59f1pAfGxGevFJjNfQPi74a/D22uI0lv5dCuJ1LRiNi0XHUlWBx+YrlJPgjeXtmbrw94h0zVo+wXKE/iCR/KiwXPKTwP8a9V+GxsHj0+zmtYJIXha8umYD94yyFVVj14OCB61x+p+APFmlCQ3mgXojT70scfmJ/30uataDa3DabB9hndZAx86BmGCc46EcH60mhlPxz9g/4S6+bTLb7PaO+5IwMKp6Nt7YyD09K55RXRePLqC68a6iLRVSztmFtAqfdVY1C4H4g/rXPAY5pgLjHFFAHvTsUwG4xxRtpwHfFKRz0oENxSDrTqOtAJhRR65pCefpQFx47U9mxhfWod3fNCLltzdTQMmHFXtNy1/bLjrMgx/wIVRHWtPRF361YqTwbiP8A9CFID3GK8mglO1yVBIKPyOvaun8KXi3WqSIUKSCInGcgjIrkZZWxvHzDB5FdF4JG3WZQQAfIbv2ytYPDw5lK2poq0+XlvoeQfGc/8XMvf+veD/0CuAz7133xn/5Kbe/9e8H/AKBXAV0dDJi5IFV45nt7pLiIhZY3Do2OhB4qdjhSapHpQIfczRy3cksUKwxu24RKchM9h7VBKgAyKV+lIrj7p5FAEWciliODQ67T7U1KkZbVqfmq6mpd1MQvWjFFFACbaQinUhPFMBho70E0ooAOle8R+ErfxJ8I9GRgftsNirQuhHPzFtvvn+Z968KhUPMispZSwBC9cZ5x+Ga+rNFsRpmhWWm7932e3WIkDGSFznFBLZ8q3dvJZ3UlvMpWSM4YEYINQEmvSPi54ej0/Wo9Ss7cpBcqTMwyR5u7k5Pc7hxXmx60ikJUtrcy2l1FcwMVlhcOp9wc1FSdDSGfTXhzVk1HTra6RhtljVx+Irp436V4x8KtVMmlzWLtlraXK5/uNz/PNet20mUHNc9SJtB6GhnvTGYL1piycdajuZ44oJJJG2IilmY9gBkmsDQ8E+JOnWeleMJktCqpcIJzGvHls2cj6EjP41yVWPEusNrXiG6vjkCVyVHovQD8gKpRvuH0ruh8JyvfQlopufejIx1qhC5ozTdwpc0Aeq/CxiPCviQgnP2m06f8DrpTzGfl+br6VzPwqXzPCviVcZzc2n/s9dC5ODu5HQ7higBJ/u5UH1J64rKuJyu0Dac+g7d81ozk8MPlDDBAPQ1i3cgUYwc9SCPwoAzLweZC8RPU/hXPxSTW0pTcynNbd2X2K4ALIckDvVO5gS4Teo5PQ0xlG6nncZdUk/3lBrKmkikUg28an2FaZ3RtskwQe9ULyEYLL2oGbXgHVv7J8RQ3Rztt5UdwO6n5W/TNfTNj4g0fUWCWep2k7n+BJQW/LrXyboRxezDodg5/GunADhScbh0PcfQ9qAPp3IPFJt5rwCz8X+IbCEQ22r3SRqOAxEmP++ga6XTPirqkKhNQtbe8x/EpML/j1H6UAQ/Ea4t7z4h6ZYzANDDFGs4ZtoVWYuxJ7DaOtcS0Kpqkf9lO2kzKTJc3EV75kMUf94OvzEZwNpJJJAHWus1E6H4q1uXVF1iXSL64j8t4ryDfHjZswsinABX19aoDwj4j083Eukmy1S3lG2SWyaOcsOoDI3bPOMdaBCWXjrxpYvI0V8LyOF/LYX3lhSckBdxKnccHABJNST/EXw5eXI/4S3wY9vdpKYpbqBc7ZB1BHytkDnqayb65itDfHWLO7sLe5uPOlt5rUusyAg7OSpU534Ydm9qzo9R0PVn0zTrqCSZXNxqks5usGOT5iEkBBDgRxoOx5680AjYufAvgTxE4fwx4tt7WaU/Lb3Um7J+jYcfrWJrPwg8W6P8APFZpqUX9+ybccf7hwf51Sk0rR9L07T7u/wBPkvZZUihktklKbppB5rMSM8hHjVR69a111Lxj4VtIo9I8TXAgm1OSyt7WbbIQisVVyWBAUlWHGB8ppXCxwV5Y3Wn3Bt7y1ntpxz5c8ZRvyIqHae9fRXw31nUviHpOop4q0/Tb61tZBAk5gB81+SfbAGORjrWvqHwa8F3tuyRaa9nI2cS20zgqfYMSPwxRcLHy97Uteua18BNZtVaXSNRt7/kkRSqYXx9ckE/lXm+q+G9c0TcdT0i9tUU4LyQnZ/310/WmFjJNKOR9aMZGRzQtAhSMdeBULH3qweR+FV370DG7gtTId3XpUKpk5apl7dqAJRxjitjw4hfxBpwXr9pQjn0Of6VjjJrpfBUQk8VWWV3BNz/TCnn+VAz1nB3DapVScEnmuk8FLt1qYcAeS3yg5/iFc+vOCThT1xiuj8HLt1hyRjMDEev3hSYjxj40f8lNvf8Ar3g/9ArgK7/40f8AJTb3/r3g/wDQK4AUIGJKcRk1UzmrExwuKgdGQKWUgMNy+49f0NMkYT2qFxjpUjHnimOM0hiBsrg800dcCm5xSr9+kMmU1Jn2qNfWpB1pokd+Bo70HpScmmMXNITmgdaOhoAaRSgYpP46U0Adf8N9CGteL7aOdCbZFdm5xnC9BX0kkIjjZuQAuPXjp/WvMPhDoEcehHUZVaO5+2745OSGjEYBGPQ7yD7geleqyAmM4JClwPwHP+FBDPGvjVfZs9OsFjcD7Q8juUIUELgKD3PJJxnHGa8ZNem/Gu+WbxNZWaOWNta5deyszEj8cfzrzPrUlrYbnmkJ5px4FMY0DOj8Ea2uieIFklfbbTjy5T/d9G/A/wAzX0BYXiSxhkcMpGQQcgivljcVf2rb07xNrGlRhLS8kROydQPwNTKNyoux9NtdooyWH0ryv4lePYpLeTRNNlEhfi5kQ5GP7gPf3+mPWvPL/wAYa/qMRiuNQm8ojBRcKD9cYrFGScnJrONKzuypTurIkXJYse9Shyh3KeRUanilwW4HU8CtjM6fR7G31K1MgiHmIQG/HpWnHoMBUs0A4PTFc5oGsf2Xqozk2r4SVfUDv9R1r2OLSQ6b8Kcrww6EdjXm4n2kJ3Wx2UXBxszz86Hbqu7yF/EVXOkxA/6pcf7uK9FbRG3E4G0jBGKqyaDITwwwO1YwnU6mrVPsTeALaK18K6+FjUZuLbPH+9ir0jKzEMpDY5A4GKtaLp72nhbWFIxvngIwPTdVR3YN5mOi/wCce9erRvyK5w1bc7sQMylWTywN3cn075rHvGCzSHAA28D2x/n8q1JmWNWBYucZXA7+1YN/Kxw67gSuRk8+hFamZn/aNzE4zjHJ70w7VbegwG+8KZCjIGBIPznpQ3y59O9AyveRZG5Rk1lOfkZSK13f5e+Kz7kIQTmgZT0nKahLnps6/iK6m3+bjOMcVzFoQLhz3K4/UV0dm5OOe/egCy6HPAqFiQScHirxXK5GRVeVO+aEBCJGHQkVNb3UlrOJoHaKUfxxsVP6VAUHXHSm59qqwHSw+NdaEZhuL1b6B/vQX0azIw/Hn9aq3g8Favbhb/wv9jmY83GlS+Xz/uNx+FYjDIwelMZNvIPNS0BoxeGJ0gkfw34tsrn94JY7fUlEE0cgGA6l8qHA4yCKqGXX9Ea8fVvC19IPsKQWckaGSKKRAw83eMg53ux56tUOSwAIz9ea0tN1fUdKObK8uLbPURSFVP4dP0pWA9l+FmhP4e+HumWkwxcSqbiUEYILndg+4GB+FdpXhunfE3XrEgTzx3iDqtxGA3/fS4/lXWWPxbsJtou9PuEOPmaFg4H4cGiwHotMkiSWNkkUMjDBVhkH6isbTvGGg6oAbfUoQ+OUlPlsPwbFN13xXpeh2RnmnWV24jhhcM8h9ueB7nikBg+JPhn4KvrS4uLqwt9OY5Zrq3PlFT6nsfpivn/WPCTWtxM2l3ZvbdG+TzI/Ldx646V6D4i8S33iG5LXLlbZW3Q2yn5Y/qf4j7n8K56Z+OeTVIVjgJY5Ic+bE6fVSKj+w3U6iSBN49Mc/WuyvJhDaySMeeiDr8x6f59qg04NHGAqc4xnFOwHJiC6GQ1rKCO201Zgsb2dgqWsv/fJH867DdMy4IxVm2iJcbjmiwHP2nhS+m+aaWKEf99H9K7HQtEttIkVoQzzPw8zgEgdwB2GcVYUAL78VYDYeMKSGJ6DvRYZuwy4BLP5nOOO5rpfBjZ1qX73MB6/7w6Vx8TEsRn5R/d7f5/Sus8ENnW5BtP/AB7tyTnutJko8f8AjR/yU29/694P/QK8/FegfGj/AJKbe/8AXvB/6BXn9HQbIpjjFdToXhB/E/h0XENwkFxbyvCquPlcEhsk9Rjc3Y1yk3LYrv8A4a+ILK0SXSbuQRSSSGWKR2AQ8DKknoeOPWmiWcZrnh/UfD90Yr63ZU3ERzbfkkHqD/Q81kk19K3kMc1u0cyJJGwyVdQVI9eeK4jW4dB04Kbu0soUB2gGIDPfAAH1pMEzx4xsQSFJAGSQOg9abGpZ8exNb3iHxCNTlMNnH5FoONoAUv8AUDt6Csa1XO5vwqShR0qQUxakA4pkscelNFBJxSUxijrSmkHWlPSgBlaegaa+ra7aWSEAySAZYZHUD+ZFZtevfDDwUyXena5eQCRDcNGnzcA7CQ3uNwA+poBnrdlYpptlbWURLR2saxKxHJwMZ+verrJyiddq5K/7Tf8A1sVYWFc5I46k+1YXiS9trLQb25urh7VXUndG21txBwB+A/IUiD58+J+p2+qeOL57Z3dIcQ5YAfMvDAY7A8A85rjjxVrUHjkv7hoW3RmRip9RmqhoNEHao2qTNMekBbtdLmvdLv76LlbIxmRcc7WJGfwIH51UXpXd/DCQC41eNgrK8KZVhkEbiCD+dYvi/QP7F1ZmgjK2E53QHOdvqufb+WKnm96xVtLmBincUwHPp+dOyPUfnVMhDhwfrT2+RSP4z/46P8ajD4+719f8KTOKBm/rujx2mmaTrFtA0EF7CN0LEnY6jkgns3UV6N8PPErajZPpV0VMtnGvlMScyR5xz9MgfTFY3hqxl8SfC+900JG81vIwt9x+62Qw+nVvzrmvCF2LPxZp7klBITE3/AgR/PFRUinF3HB2Z7qXVhwfypkm3gn8ayxcYBHJoN8nl5JxXAnY67G4D/xTGpFMZE8Bx+Jrnj/qn3cKM/Lnoe9a9hN5nhnVg/QT2+PzNYcrKBu5VSTjn+dehR1gjkqfERSkGJVKnsB+XY/1rD1WVTbly4bB27emfrWz5hYbQBlPu8Zxz/n865rxDIUjdxnLZzk1qQirY3CXNsBu/eLwQe/vUksRwT39RVa4sEMFqVYowjChgcc9agJvYOGmV17Ern86RYkwkTPX86pSvu60+5ubuIlXWMjrkA1QkvZCfupn0oEPjDGfIHat+wk5A55rnLC5ee/aNgvCE4FbNm3ly7D2NAzpBjZxg01046dKdAcoDx+Ip7KMcYxQBSeMH29sVCw2nr9KvOh9RVeVRg9aaYFf2FDcd6argt6c9KUHPvQwFUelSfdHPNRJksMmrTWxZAc00BQm6HBxUdvcEPgmpJoygx6d6p5AkHWgRvxyb0AYZHoeae+OSqKnGPlAGaowznaAewqXz+OOtG4IkMhHeq8rjGDmhnJJ5rH1fVhaDZEC0xGVHYfWjYY29nW41COKM/LDkHB43Hr+nFakG5YhgfhWJpUBIEjDk8/410cUeSMGgQsaPJjJAA7VfhjCfMetMjUKvP41KhMj88DsKBlyEFjk9KfkGUEsQRgLxnv2pEGBtXk+9JH89zIU3bkOMA/exQJmxGFZ+GHmYJI7DnrXVeBif7cnBABEDDj0ytcpEj8Ln58Y5XHFdT4FG3XZsZ2+Q38WQeVpPYlbnkfxo/5Kbe/9e8H/AKBXADmu/wDjR/yUy9/694P/AECvPyflqUMiuIwlwyLIsgH8SZwfXB7/AF71A4wOafLKIxgDJNVWaRu1O4i0NRvBBJCLufypFCOhkOGAOcEemeaqyySyfNJI7kdCzE0z5h2pysDwakohIJNXrddsKjv1qswB4HeroGAMUAQKOcd6kHAqMcOfrT6okXOaOg5oxxSE0DFGPSlxSCnUAXNItftWq28WFYls4bocc4NfWeg6ZFpmjWVnGqqkMKDGOM4yT+Zr5e8IRNP4ht0CllLBGwem4gD9a+ugqqOcbVH8qQmQTD5Ng53csfb/AOvXmvxgvBa+F0gd4VWZzuWRcs2BwF5HOT/npXpROSSw5brj9K+efi/rIvNfuLZbqWSNNqxBEAj2j7wJzknOe1AkeY0win03GRQWNprCnUjCkB2fw1wNS1AE4zAv/odd/qGm2urabLYXJ+SUcEdVYdCPcV558O5CmrXq8fNbjr7OK9KUkn5gv51yVnadzemrxseG6hYT6bfTWdyu2aJtrDsfQj2I5qrivXvF/hlNdtFntwqX8Q+RicB1/uk/yryWSOSGZ4pY2jkQlWRhggjtW9OamroynDlY0U6mU8dq0JPVfg9OPI1aAOd4eKQJjjGCM/mMVyni/S5vDnitiFCRSTNPbYbJ2bsj6c549q6n4S2hjtdSvyT+8ZYAO3y/MfxyRVX4upEz6ZcgfvyHjJ9QMEc/n+dISep1iSmUBxwGAb86iuV2xsM9RzimWDZsYCR1iTj/AICKeSM15berR6C2NPw1MX8La4kpzJFcWwPvy2PzFV58SA91xnj0/wDrVe0m2C+GNadMBmuLY9PQtWW8ig7cHklgCMZ7kYr0sP8AAjiq/GyCZWG0ZwDknHGffFc/rsI8hcrlywGWOeprp5HBjfB+TrgDJH+NYGuhGsieQW7k8fWtzNDfs2YjCzBlBypDdqz57CfBEcg+hqla2r/Z0mtYpUiK5Vpbsoze+MECrDTXaDBuYkPpJKj/AOFSWU3E0Q8m5iLJ2ZO1Zt9arGpcMMH+9wRWpLeagoOEhlX1jYVhXzpdvmeKQsM4AbbQAzRQDrUhznMRJ/MVuhik6nsTisvQbQQzyyhWGcKATzWvcoVII6jnmgDobJtyLz2q2/Bz+NZOmXG6JRnFa4xtoAiYZ6fnUckYIIyfwqwUOeKaVwMYxQBz1wrwycZxntUS3Rzgn6mtmeFSfmFZd1arglchqAJoJC0g5B7VtRrvjGQQcVy1rKY5gCe/pXT2jho8daaAp3sW0E47VgyHbLjHFdZdR5U9TgVyl8hjm+tPcRdgIK8Ht3q0DtGMc+1VtOUzLxzgdelX/s7Yz0OOKLDKVxKI42I6jua5SdTNdZPoTXS6mMJtrFsIlluzu6ZxSYI3tMhVYUVlySARitSJAo6e1Qw2+yIKDkAd6sxxs3Tr+VCAegaQgHgfzq2kapggc+9EcW1enNWYYsnce3SncCSNCME9e1RaegZ95QEhs59OassmyKSU/wAKk060jzAjOzNIVHOQdxx0xQSybzCyMu0EA9emR/n+tdZ4EOddlBIOLdscYP3lrk8OyNtz8ucfLhVX6d/wrrfAu0+IJyqkDyGGc+60PYS3PI/jR/yUy9/694P/AECvPXOENehfGj/kpt7/ANe8H/oFefP9047VCGyoGIbkZ+tKSuM4xTvOjPbB+lNYoe/1pgRllqF2U9BzUzIhNQOoBODSY0LAN0o9uavY4qvbJgFsdelTmgCAnDn608GoyP3p5qUdKZI7pTD1pxFIeOKBirS00GpUUscCkB3HwljM/jixh8jzAsglJUcgD19ua+mi27gY4Pze5/8ArV81eG57X4d3ceq6rbvc6y64h09JNrW0bDl5Tg7XPZCMgHJxxXU3nx6ZrYpZ6AYpCMb5LkNt9wAvWgTO98f65aaJ4fmkk1OeyuZUK2/ktyx7/KeCMZ9+eK+Y9UvZb+9knknlm3MSGkGCfwHAqxrXiHVdeumuNRvZ52PADvkKASQAOnGTWUc0IEgpPapHikiYCRGQlQwDDGQRkH6EVH3oYxh60h5FOJ602kM6nwAca7Ouetuf/Qlr0xEGepzXl3gVtniE+8Dj9RXp6P8AKOeh71x1/iOmlsTMQeB1965TxP4Zg1lXuIgIr1RgPjiTHZv8a6TzdzD27UqsrOFOK51Nxd0aSSaszw24gms52huI2jkQ4ZW7UKRwa9rufCum+I7aSS6jxJgpBMnBTtn/AGhnnB9K5W8+F15aofs7R3i+ofyn/qCPwrvhVUlqcsoNM7nwpGLbwlYlkiR2gUuYvutxgN6ZIArh/FiSeIvG1npiuWt4Iw8oGMIM5Y59cYH5VowR+LILG20mCzgso0Ty0uLifzGCj2AGTzxxWxpegW2iwuqSPPczHdPcSffkP9B7Up1EloEKbbJlAVeAAB0ApVQN34704jGR1HTNACgZJyK89o7FsbmnJjwpq5POJ7dhg4zyawbjPnRsg4yBnPOPSt2ybPhHV1UAsJ7fI9iTWHdAOqdfmHAx78V6eG/ho4qvxshIbcxdwVZQVyM85rltel8wfZQ7NGCFYdCQc/z6V0cqtHG5XA2nJJ7GuXdFk1WKPeZCrbmOOmK3ZCL6acrBXmVZZMcl+QPoO1LLaqVwEg6YwYhir6j5eaa3SpKOXvNKhJLG1QY/igJU/lWNqUAS28xbqUxocFHGf/11206fKe+a5vXAYLOV1h3gqVJ9M0ARaGv/ABLIpDwWYnI+ta8sRaM9enFU7CEQ6VboeoQE/wA61SN6A+ooAoWUxil2k10sL7gCP51y9yvlShgO/NbmnTl1BBOaANTaSM84pjDjNSoc80hXOcY4oApyJmqktsW45xj1rQI5zxz6UzaG60AczdQmGTdggZrb0qUMoHXAqHULUNGcdccVV0qVo5tpOO1AHTSIGXIziub1a0ZgSoyR0rp42Dp17dKr3FuJFNNMDk9KvDbyMhwM+1dCJkdcisW805o5TIi855xTonlXApksXWCEjZj0wawdLHmAOOjZb9aueIbhmtVjHDPnP0pmlR7bdPUAUmNG7a79mQx6VdWSVev8qq274XkVfXBGRjPvQMek7jt09qtJdNgDr+FVlX/IqaNDkc80wLf2mRlK7QQxA5q2qbVJ244APv8Al6Gs/OJ4IsgZJc5zyMY61pIxVgpK9DkEdf8A9XrQSyQlmjZRLjOcEHnntj+vSur8DA/2853Di1YAd/vL/wDW/OuV8tN+VI2gHIx/X8a6bwCSfEFx8uAYGOd2e60PYS3PJ/jR/wAlOvf+veD/ANArzm6Zli+XqTivRvjR/wAlNvj/ANO8H/oFefOu5SDUobO5+GGm6ffRagbrS7e6eFkb7RcDIUYPA7Dpmj4garokarp2j2Nh555nuI1SQbSCNobkhgRnIqfTLy3h+D9wt4RCkxliiRThp33ZGPX39lrzoCPP3ct7802LqV0Vo33xnaw7hulVnjI5wQPzq87oOARn25qFiD3wfcYqSieP7g9MUGmQn5MelPagRA3+sNPXiomOJamUcUAGfSkzxTiKt6Rpc+tazZ6ZbFRPdzLChc/KCT1PsOTTAjsLC71GcxWkLSsBuYjAVB6sTgKPckV2ng3TbNNdS2trxJtV8iWY3cahobAIhYsu4Ykk4A3fdXOQScEaGneEtLaxs7tNOlniY3LRfaZWV9QaJMxqEyBiRs4UAthT8xzW5Y+FbaFNW+w3FnANSjs9KllhIRbZpAHuSyk/uzgBQueSce1K4Hn3hzQ49YstT1PUrmaG2toHcupBZ5tjOM56jjJ7/MvrXOhJXjdxG7KgG8gEhc9M+nNena6lpZ/Dy1s7e1XR4ZJ52uVmYvP8rgRx7SQxd9iMTgKFUduDifDvVNO0bUrm+uLryZltpAfMGIlXggerszBQAAMDP4IZxBbjqKsrp11Jo9zqiJ/osEqQM+f43DFQPwU/pXo9lqnguz02GGK4BW3t/t6rcW5cS3vTEoAG7aCdsYwnByTmmQal4Uk0aC01LU5ZY31E6tcmI75ZiqYCNwFVmJxtXOB36kMRifEGxmXVftKQeXZW0VvpqueA8sUC7wPXHc/SuLrtvGnjG28Q2dtDbQbSTJLIGX5YC7likY9eF3P1JyBgdeIoGIR1ppp3WmnrSA2/Cc/ka6HxkeU4OK743hZieMV5xoMnlatGw/usP0rq2uccKevSuLE/EdNHY6AXaryT9Kab35cKcsxwPaufNy5xnPIqe2lAbcw4Bx+PeuazNrHV2moeTGiK3yjAHvVtdV3Ddv5PvXLLdfvGULzjrmn+fuQDB56cUm2OyOmlvTNHgk4ByGHUEVVN+XUMxCuOGHYGshLvyzy5x6g1FdXR3B9px/EPUUlJ3CxtvMDg7vmIzRvAiLngAZbmuej1AZKhs+hHap4bs3D4BOxSC3ufSqCx23h8NJ4U1eQj53uLc46cfNgflVCchI5d4GckYJ6nFXNGuEHg/W5CduJ7fvjHLVy9xqE12THa/MWxhgOBx3r1KGkEcNX42QateO/+i2p3yPnOBxiqNlp32RfOfmQ8Z7CuhsNIW0iV5AWkYZJPOKpas62656Anhcf5/KtGQhu/C8Z59Kax6cfnVRZGkyWYjPp1FSMmMkO+fXzDz+tBQ92GO/1xmsLXuLJgmSHIU4+ta7OwQqHY+7c4rF1eef7NtEalywG5ehHc+xosBaRf9GUAdqtW4LW465qNIz9mQHjA6VNYco6eh4oAr3MJKHvUWmymKfYSSPQVoSR45IrMnjMcqyjsetAHVQsWQY4FSEcckZ6VRsJt8CsPxzV9ScZxQBVbr6U3dnncOPWppYyxBQc1X2kdqAElAZDn9KxMGK5JGetbuw4Of0rNvLcj5tvQ0AaNlPkAE1pHBHFc3a3HlkZ/XvW7azh09qACSAN0A6c1nzwCMFiAAByTWk8gXoa5zWb9rgfZ4vun7x/pVIDmdTmM8ss2SVAwn0rY0wR3FpDLFgjGD9e9YOqHyYCKg0h7y2ga4tycf3eoP4VL3Ed4kLrwvf1qyiyAYxz3rD03X5JiEIiZvQttOfxroYZ7g8/ZDj2dSPzzQMkiwcZHOKtxKT2xVUTTZBWzlPvkY/nTZrm9EMrJCEwpILc9qaA00UJcMxQsrYQEHkHuPxzUiYcb4yXA/iXnafXFZGjXDujIZCzFt2SdvPetKJmZWAdVKj5Rx3J6+1UQTG6I+Y/KsceQ2cZ9/Suu8AO3/CQTD+H7Mx6YP3l/+vXGOzOdxUjcQAnQ/p/nmuy+H8hfxLcg7QBbNgDr95aT2BbnlXxo/wCSm33/AF7wf+gV5/2rvvjT/wAlNvf+veD/ANArgBUDNo6jHeeCpbG4SISafOht2yAxRy27369ce1c4q+Ye4TsPWluhlMj6U+M8CmwJFQKMKAPpQUz1pwIAyfzrYsfC+v6nB59lo95NCekgjwp+hOM/hSbS3BanO4CyccD0pWNWNTsbrT7loLu2mtp1GSkqFTj19xVY9KAK7H9+asA8VXb/AFtTDFCAUk4qxYPImoW7RXP2WQSpsnDEeUcj5sjpjr+FVjTTQB0/jLV49S1+WO0uZJ7G0JgtpXcsZAD80pJ/idstn6DsK5xi2Nobg84zx+VMBPTtT+tFgELF3LuSznqzHJP49aATmlxikFMQpzilxkYNIDS0hiHA6UynMaYDzQAHNNxTiaSkMtaWSupQ8ev8jXSM5ZQcflXNacQNSgyeN+K6rapAVR19K5a/xHTR2KRuQUOWwVP0q/YSeaiLuGBznHeqsGoCwiuLdgimRiSXUfMPxq3pNsTGXKlByQCOmelYSVkaotLIGlJ245qVztIHzAdOKSOFVI6k9TSPESwPLe3pWRSHGRTznAolkAQ5P+FNEZlJABUDpSuojADfMxFQ9yinBZ3l28v2O0nnEfUomQo7ZqTTJ97tCQV2nkH1q1YPqVpbTRxWs8sLSD95EuRuPRT6UlvYXNvdvJMoRnO5lHOCe1XsI7XTLQ3ngjXIAzDfc22cemWqfS9Ogs7VUiG58ZBx2qx4TH/FNawC3/Le3+8OP4qmL7FIQZx1969Kg700cNX42Ub0lYwAdqg55PSuP1U75lTLcNu2n+f15rpb9yqurfMwywBP3vWuP1e68pi42nOAvPBJIHb61sZot2lvNdypBbxtJKRnYoycep9BW2PCmuMNwsRj3kT/ABro/DNlb2EHlwrkkDe5+859Sa6tG+XmuWVdp6HVGirankmoaHqenwmW6tHWMH5mHzAfXGRXM6tG5S2CfdaZQT7Yz/SvfJ8BTn0wfevI/FmmR2/iCJLfcsUx+0suPlQg4IH164+taU6vPoyJ0+XYphPkHr7UyzBS6ZD35q4qDbjg1X2eXeI2K2MizJGPes64jLoVPp1rYwCOarSxjJ4oAq6VJtUx5OQ3SttHAxXNrmC94Hyt3rdjb5RzxQBaODzzTdgI/rSE8YH6mmlsDOT+FAD9gz6+3amyQqwwRTlbI7596XIyOOPU0AZ0un9WHHpUlsjW6sGPA96ullVQSRWdczgsVX6Zp2Ahubh5DsU5981nyQccDn1q/HHz0yaiuykUZ+nJNGwHF+IDtKxg9TXQ6TLpvkRxRzLuRQABwawZrVtV1hYV3EcsSPSuxt9Lt/KCT6ZblQMBgoDD8RzUgTPpFjegFoFDY++owaINKutLlE1lN5y94ZjhSKfFp89mS9jMzx/e8mU5x7Buoq/b30ErCKYGGYjPlv1/A9D+BpgQPZrMq3Vtujz99M/dNMvDJDYv8+SwC8+5AP6ZrXiQR52nKP8ApWJrrr9ohtgTwwkIH6D+dNCZHaBljXy8lsnCnj6fSt0qQ6DBdto4IHfjH41l2cZ+VQpKEnkHH4479quRytlS2H2ncARx7ce9UQXBH5KgbSruAcj+90HrXXfDwkeIZgVGfszZIP8AtL+tcesiKrSSEkPkc5P1I7113w42/wDCQSbWyfszjBHI+ZaT2Gtzy740/wDJTr3/AK94P/QK8/5zXoHxq/5Kdff9e8H/AKBXn2cVAxJF3oRUSccGpu1MkAC5I4HX6d6YHrfwz8EWs0EGuatEszP81rA4yqjs7DuT2B6DmvYeGXGOMVyOh38L2UBgZTFsXZt6bccY/Cupt5g3f9a46jbep0QVkcT4/wDDMWuaRKmxftCKWt5Mcq/pn0PTFfPO1lBVwVYEgqeo9q+u7u2S5iYV85/Ebw+2ieIZJUjIt7vMiHHAf+IfyP41VCf2WTUXU4lvmOalXpUe35acpwtdHUxFY03NBNKBTAUGng8U3bQBQA/GeaNpoFPA4pgR4ozUm2mEUgGHtSGn4ppBoGNFB604+lJikBJAdlxE+cbXB/WuvjU/N1FcaBkV11pKZYkZiTlATXNiFpc3oG9ohgSOTz4Y5N42AuoOAOuM9P8A61WhHbpJLHEcx9UyckD0/D+WKzoCqRYIwMcmntKrEMhwynv09P1ribOpokZNvzAAEdqhUuXz2zjGKUy749w3UQsxGcHGcEms22CJgRwMAtTXiLEyMu7PAHr7U75Op5OfrVuzh868D8eXAuSB3ft+XX8qlXHsbFmgt7BbUdCDvA7k9f8APtWe3mGRldQXQ4JHf0NXA5JG3vTLsYUTA8LwwHdf/rVrbQm5vaAfL8L6wRx/pFt292qtJdOmQDzkcj/61UpNRl07wBrd1b7WcXVqBu5HJauGk8W38gxshC+gU/416eH/AIaOKr8bOk1S+VWx8pIznniuWu381mZl4POPQdjVS51a5uOCQv0rPl1KZAQ4DA9T0NaPYg910CfzIkcHhgDn8K6yPlea878EXP2jRLKTPWMfmOP6V6DCTsFefLc74vQScfKe1eW+JpfO8RPEDzFCo/76JNepznKGvI/EDeV4uvyW4KRdf92tqG5lVehAhAznFNkwWBGMingRyHJIqMxDOMkV1o5izHJkYJ5pzIGHbNUSHTJXpmlMzgcH9aYDLmEecG54NWoJMAAt+tZ0tw5ODSRXTCgDoIyCOMcUhHfoaowXYIGOnfmrfnKycHH8qAHK3rio3uVT15pgbccAc0hs2kPJagCGS5aQELTEibqRljVqKy2cseKm2pGpOB9TTuBVYLCmcgk9awdRneWQRRKHduAvrWxdP8px37Cq+nWIErTSOnnNwB1wPT60rgO0rSks08zbulcZd+/0HtW0q8DB4piJgD19KnXA6Y6UAKF6EdR3pJYYpo9k0aOucgMMjP8AQ08HJ6dqZI2BQBlzLNp6vLBM5jXny5GyBz2PUVDMyXEnnyj7zAAgH5ah1m9zItsmCpw0gB59h/WmQsojBV8Y5KMen0qkSzZtNwmZ43VlRwSSBz9auJIZnJDIpyW9M/UetZ9tjylII5PPHPH9KnRo5C2BzxnAzz2+n1pklpy5G9QEIbHJyTj/AOv3rs/h7/yH5CUCk2jEdifmXr/jXFRSuEP7wn5gMnnjqTmu1+Hrq3iObAOfszn7uAPmX8qT2Gtzy340/wDJTb3/AK94P/QK89Neg/Gnn4nX3/XvB/6BXn+KhDY2jNB6U2mI7XwN4mbTp00y5f8A0d2xCxP3Cf4foe3vXs1jf5VST+NfMua9W8B+JjqVt9hunzdwjgk8yL6/Ud6xnG+xpGR7NCwdABjNcv488JL4l0Ce3jUC4UeZA3o4HGfY9D9a0tPvMqATyO9WtT1yz0qENcktIwJSJfvNjr9B6k8CudJqWhtdNanyZNDJbzSQTRtHLGxR0YYKkHBBqEISeldz4/vYNd1b+0bTSo7NzxLIJwfNHYsuAAfcE5/CuLBAOP5c12LY52IIsdadsFO5PagA/hTENwKMYp21qNhzQAzIz1pwYdP1pjI2eAajKuPWgCzkUmBUClqeN9ADytIVpAGNOAb0oAZs5o24FOOaTdjqKAEUYNdBpkpMMankKMH6VgbhWvpEu8FR1BrGurxNaLtI6NGdnOCdvpinvKqfdA54NVlZicc9Oop+MEfLuIHJrgaOxDvOMe5zkqfvY7e9PWYMAQxK5xVWRxkjbkHrk9qqifYvlkjjg89fSp5Rmqk74JICgdMVv2ULwWiAnLHlz6k9a5GzmX7ZGHOFX5tpPftXYrMnkKd3ajlsJsdE/wA/JyD0yasyMhj7DisgXBVsjqeBmrMs+UA9aIoGLejb8OfEK4+UXtnt+m5uK844xXo9+3/Fttf9ryz/APQmrzjd616VH4EcdT4mHSq1yvy+tWM56VDN9zFaEHpHwyuC+hiMn/UzumPQdR/OvWLVt0ec8V4z8MXK2F6OwuR/6CK9VOr2Wl2jS3lxHBEo6uwGTjoPU+wrjmry0OunJcupoTts4rxnxjZS3Xi28khuTEypGu3bkHC1v6t8Sb+8neDw7oEt8qOFMrKxJ/4Ao4/E/hXn3ibWtfi1k3t1Yvp7zopaCRDg4GMjPPOK1pRcXqZ1JXWg531exY5hMyf3omz+lOi8RAHE6tGR2cYqjH4tnjQGW0SVf7yMVq1Fr2lah8txA6H3Xdj8ua6TA1bfWLebBEifnWgk0b4IIP0rmZLDRLg7oL6KCQ9i239DSLpupQtmzv4pwOwcUAdQYUfnA5pn2Vd3pXPrqGs2uRNp8rgfxKCc1NH4njU7ZoJYz/tLQBtiAhgBx6cU4I6nqfoaz4vEVkxH71Qfc4qwutWTDAnjOf8AaoAtozo2cdKtLcZPK/WswapbHpIv5ikbUYAMqy89RmgDZ81WXrg/WqN1cAdD0HrWRNq67SEcD6GoLK6uNSv0tLe3kuZGPEafzY9h6mk3YaVzQgSSc73AK9g1aCw+21lHBUcD8O9WptJvrBA13ZNCn/PVTvT8x0/HFNVQuAOnpmhNPYTTW46OQCQK/Bz8vPDf4H2q0OvtVMgEnIyMcjPT3pYbgA7ZGJ44Pr/9eqsIt56kn6VnalqC2Vs00nXoq92PpVqeVY1ZmPygbiSeg71w9/qbaleMylvIXiND29/qaEhjoXaR5JWbc7HJ5PXrWlbs7IMkhgeTjnpWfboVGPzNaKhwjFQOmcY+nT1qiDStjlGVE5DfLt9fQ1egUyBsg7mOQSeT64/zzVGxAba0crjnqePr9cVdX5m3LnIPQDjj2pAT7nWQoCfmO0gckD6V3Xw6IOsyYQAC2OCDkdVyK4PaHy+7cSTjJwufY123w3bd4hnJHS2bkjn7ynr3oewI8v8AjV/yU++x/wA+8H/oFef5r0D41HHxPvv+veD/ANArz6oQwJptKaSmAVYsb2fTb+G8tmxLE25ff1B9iOKr0h6ikB72viS2tvD6a2MtbtErqo6sTwF+uePwNec6p4juNRuRPO4eSZtxi3HBIx1PQKo6Dp7cisGHWpxoEeluT5EM5mBz6jGPwJJ/Gum+HfhGTxLfte3YZLGMjewHL8cIvp2JPbIqLKOrKu5Oxb0bw7c67FILazbUbk43ySN5cSfUnj88mqet/CXxFpOnyapm0uNgLzW1ruLIvcgEDdjrgfrX0HZ20Nnax29tEsUMa7URRgAVK2CMGsnWZoqSPjL7YQeVH504Xg7qa9P+K3w8TS5JNf0qMLYyP/pECjAhYn7yjsp9OxPoePKBGfcVspJ6ozcbFkXi/wB004X0fcGqvlsO9Lsb0BpiLX22I9c0ou4T3/Squx/7oNBRscqKdwLn2uD1/Sj7XD/e/SqXlt/dFHlsf4VouIufbIf736UC7h/vfpVTyTntR5Q9aVwsW/tUX96l+0wnqwqp5S0CBT2NMLFlpID0YVoaHKpvGjj6EbqyRCR90/nV/TJPKvULDbn5cj3qKivFlQdpHVhlJ5z+NToAMc49KqL1wMmrCjb3H515bPQSG3AHlE559RWXZ2V1ql8ILYxgqMsZX2qB7mtSVTImN2CRT9Ls9QjuSdOCPPN+7MbnAcYJ69sYog9RvYwLkXNjqHlXBVZAfmCnIPpg967CzlL2C8DOO/NYGraTdxXVs1wUMsyEhEOQuD93PrWtbOY7YRMmDjHFaSa3JJd4LgB1z7CpJZyeA3NVkULkZz25p3ITdxuFQpWBo1rt93w28QDsLyyH/jzV5zmu/kZn+GviIkf8vll2/wBpq8+zg4z+NehR/ho46nxMdmmScr/Slz14/Gmv0zWpB2XgC5EGkakoVnlSdZBGnLMNnYfhU+iwXvj7VzdaiJYtPtnIhgwQPcbuvbk9T0GO3GaRP5GrQKb1rNJZEU3AYgREMCGOOeOfzr2DwhdxGxIMiyTbyJGAHXPtx6n8TWU1y6o1h72h1tjY2mm28dtZwrFGgwoUcfX6mq+r6BpeuwiLU7OO5Vful8hl+hHIq2jhgKteVvXjr6Vz3e50cq2PLdT+D1q0jS6LfyW+c/ublfMQ+24cj8c15nq3h2/0a8Ntf272lwD8uTlX91YcMPpX0wXMbEMPmFZPiXRrLxVoctjOyqxG6KXbloX/ALw/kfUVrGq1uZypJ7HibeD9Wj8ILr9wqSWxOfL2kuIzx5h9B/Q5rBWGDqq4H+ycfyr6Os9OVdBGlzASRJD5BZQdrDbg14Z4l8F6l4YlcvE9xYjDLcoh2gZxhvQ/oe1XCpfRkVKXKroz4Ly+tEC2l48f+y3zA/gauJr94UAvLK1ufcfKawvkYcqfxpRDHj2ra5ibyXujTMVnsZ7fPcfMP0qU6VpMy74NQiUHnEmB/PFc2Y4B/EfzqNkg/vk+1FwOoHh5m+aOdGU/xIN38jUDeHZM83uB6BSD/OudikaBh9mupY2JwApNeo+FPh14s1yBbi7vo7O3ZcoLmEvIRn0GMce9FxHLWPg651K7W1triSRyeSFO1PcntXs3hDwbZ+HrIRQgyTyAGaZurkenoPat7TfCiaBarbwxbo+rS93Pq1aKx+UOa5as23Y66UFuIIV2FWAKsMEEZyK4nxF4XFmjXenKWgUDfbLlmXnqvPTpx+XpXavLjJ6VRnuAASTjjrWcJODui5QUtGeWM+M5bp+lVLiUKjEvtwM7vT61seJ0gtNTWRHUC7LfJngOMEn8R1rldQKXVqY3y0b9VBwT+Nd0ZcyucUo8rsUtd1triKO0glHlhf3rLzu9AD6Csm3wgXJOfQdfypk2mzpnyT5iYyFPUCoIi8LgTI6H0cH9DVIRtxEqWPmFT3U/55q/G5BB3DkdcYrHiuVdwDgoOoPar6lSixqTkDketUI1rQttw2eD2HX8K07YgIzMAMc8Hg+lYlnJhgH3MOcLnkVqrJxkENz6fp/OkItAnBRflYk5DHr789a7n4Zux12dShA+zMc++5a4VJS24YXAOcAciu3+GZJ8RTHDYNox9APmXtQ9ho8z+NX/ACU++/694P8A0CvPuK9A+NZ/4ufff9e8H/oFee1AMU0lFFABTSc0pNNIJoAjnk2x7cce9fTXgexTT/DGnwKOTCJGPqzfMT+Zr5njt3urmKBBl5XWNR6knH9a+sIUSwt4UACoqhRjsOBWdXY0prU1znbxVM3ipc+Q5CyFdyj+8O+P0q6rKygjpXm/j/X4tDvbW5M3lTQtvjVh8s46MuexAP61zNO50R2Oz1W2i1LTLmynUNFPG0bj2IxXybexiwvrizljJeCRoiQepU4z+lfWdldR3ulw3MRyk0YdT7EZr5q+IFt9g8dapG0eEkl85D7OAf55rWi9WjOqtLnNiWA/wuKXdCf+WjD6igGNqeI1PStznGhk7TL+IpwOTw8Z/GnLCueQKc0aHI2jHvTAj2kjO5PzpNreo/OlMEePu0zyEHb9aAHbfcUoU+1M+zr3z+dL9nXsaAH/AIUobHamCBAetO8lPSgB4bmnjPX8qhMSD+EUgRccA/hQM623nEkaOOcjnPrUxYkDA6+prH0ucLa+WDkp3PcGr7SYRVB5715s4WlY74O8TQiK4OWBP1rd8OSpFqTzSH5EXYF9SeT+g/WuXjPTHJrZti1uFQD5lBLfU9axasyi/wCIYwwWWNsmF/NT6jOR+IqlNguHQgBucYp0lwzwurHhh17iqSzFE8vBbHGT0pXbQJDmDHgHvzimLuDHcPYUhmXPPy/SnCdCBz9OKNR2NVgp+GviMAni9sv5tXAbSO9d+SP+FaeI2GOb2y6f7zVwO/tXqYf+Gjiq/GxpU54/nTD9D9KkLVG7cDnitbGZUuBnIxXa/DnWGN5c2MrAFkDpz94jg/jjFcVK3BxVjw7dNZ+JNPnU4/fqp+jHaf51MldDi7M+jrGcSxKe9bkC5xmuRspzbTxq5wjNjp3rrrVt/ToK42rHcjA8Tana6Rp1zf3QlEdvgsyMAST0Az1Jz0rlNL8dabqUbrDP5cxwPLlAQt349fwqj8aL6aC0s7AD9zcTGVmz1KDgf+PZ/CvGWJxtOcdj6VtGCaMp1XGVj6MHiqzjaK2mvIYnc7QrSDJJ9q62Dy5Y92FZT1zyDXyES2/czEn1zXrPw08eXBv4NC1ORpBO2y3uC3KNjhWz1B7HrQ6VtUEayejR6HP4D8L3dy8z6Jb+ZIxZipdQT9AwH5Cua1n4OWVwxl0i7e1Yn/Uy5dPwPUfrXoylo22v1FWFbcBWak0W6aZ4Bq/ws8Raau+GBL6MdfszfMP+Atgn8K51vC+sq2DomoZ/69X/AMK+pFAPJ5qKSGNjnaBVqszP2KPKPh74JGnumoapo8huxIfL85gFjXGAQoP3jk9enFe36TdW08YRE2SKBmNuo+nqPesUKmfeo72U29t58RKzRcoV9fT6HpSjVd9QlRVtDtCisuGAII5rifEeu6Zol9HBNcxqsnQZyVOcYIHOPftWP4n+J66ZpEUNqmNRlU5A5Cc4z+P515LNeT6lcPc3czSySHJYnmqqtWM6adz2+4uVRAdwPpg8VwvirxtZaHG0bN510R8sCHn6n0Fcz4j8eXdnpNlZWK7bx4VZ5iMqoGRx6tx+FeaSGaWR5Z2aWRzlnJySfU0oUr6supVtojobXW73XdYlmvZtzsnyJj5UGei+nWtxIPOXK4I6cnrXG6Qxi1SLnG/KfnXb2x2xN0YZ+X0z/n+VdKOZk5t4hFtVRkZzwSP8/SopdNWZV/dAg8gHnJ+laECeYQCCeckA/ePb8Par6RksSykPtwR/d9gapCOSuPDkYybdWhYYJ7g/hVK5ivbNPmiLJ3dRxj+dd6LfL7Qpfjv+g/z/APXqaDRllcmVMKR6dD7U7gcTpUyzSrhldSPug8j+tbgZE4U7gQcjoR9K1p/CGnvOJ4YXimHCuhIP4kVnXXhzVIpWdJVnQchWG1h/Q9KLgKpATBI25zuUcg13nw02t4gmKcqLVhnqPvL+X0rz6G6cOIrpHjkJxtcY5/HrXoHw2UL4omG7n7I3HT+JKHsJHmPxr/5Kfff9e8H/AKBXntehfGv/AJKfff8AXvB/6BXntQUwoopypu55AHWgQ3bupCOKnIx24qOQccCgB+mXqabrVlfSR70tp0lZfUKwNfTttfwa3pqTQPujlQMvHqMjivlWQE16L8OPHT2NzDpeoSERZCQyH9FP9Py9KzmrmkJWPcNFuzIrwSZV4iQQfSvPvjNbRanosQtfLa4s3Ez7mCkRspHGeuSB+VdNrVx5JhvYJ0hUr/rWYjy2B3K3HXkY/wCBVBDpA1eMyRlbSOUPgzIHlIcDII6AbuR6enJqFFLVl3b0RH4EvGl8Facq7iFgCAE8jAxXnHxcgX+2LG5ZMF4mjJJznacj/wBCNeg+HdNu/DupSaTf7DbzYa2mjyEdsfMoHY4Gceg4rifjAqk2DIAF8x847cCoh8dzWa9w8rMKk8cUgjdT8pqXA9aUV0nGRiV1+8DTvPB9TT8Z6ilKj0pgReb6A0u/2pxUCgLx1oABIPSlDA9jRj3oxQA7Kmk60YooAWk70oo70AWrJts+MkAjBrUXpnJrEQkNkdq0FuQqgkjNcleLvdHVQnpZmxaY85SRwvOPU9q0UkzyByc5NYen3IeT5idp9K3godQFVgB39a45X6nSNlYeVyaqu5QAnqPWrEzAx8cgNzVGZxjIFJIAZiedxI701HDH73Q1Sa72grnA7ZquLggsQeW4quW4XO1Vlb4W+IWU8m+ss5/3mrgC2RXbwSbvhP4iPcX1l/6E1cDv9a9Gh/DRw1fjZOW96idwR1qNpeMelRs/pWxmJI2aiEhikSRPvI25fqOaVj69ajJHNSxn0XYS22u6FbzgBlmjD5z37/rV6316azs2jCgzRlQ7MpICbtpYAdSPTivDfCPjO78O3MdvI5k09nzIhGSmf4l9PUjvXr1ogbXftkKmWK4hG4LkhiSM5/IY9Oa55RUXdnTGTktDn/ifZX2saHHdzLKxsnkLEQbD1AG4ZOMqc/h714vkgnv9K+pNd0CPxBpMtmuLZnUhZQMlc9fr9DXJH4ReHNOsneSS6upUAYu8m0dRnCqOeKuNSNrEzpS3PB2weB/Ou7+GPhu71LxLbak9s5sLRi7SMMAvghQvqQSD+FejRwy6dqaW5ggnheVVtbNIEMCrkYckLxgc5zu/M135eJflUACnUlZaE0oJvUiAd23OME81ajXAz2quZoxnufbtTvtYxxXNY6y2MKOaidx3OaqvcseagmvAi5JGaLCuWXbHTrVS8LSWrrnHynmqcl+rH735CqV7rttZxf6RcRQqf+ejhc/nVqLIckeUeOrq9h8QpOzApLCoBKD7y/Kw/P8AnXNrqt9O4jjcFmOBhQP8itvxv4ntNauVtbUvJbQMXWRAMM5wCecE9K5yFWeN41Bjt3IJXPLYH8R/p0rpSVtTlb10LVzcG6eJfMaVYVxv7OxOWI9umPpUTJx9KmRPlwAAKGUAU9iStt5DY+YHIrubFhcwrMGypH4dP6f/AFq4tl/Kuh8MToDNbHcZTiSPPTHANNCZ1MIO75hkqf8AvkfWtCIclkA2KflbOTVSKNSVXZkE8gD+ea27CzRfnZdynk5Y81bYh9tZk7HQlDgcbvxxn/GtPZsUhkx29qYWChtyc4ABA7e9SHkKf4OgB6//AKqQDTIwU7yu4HbnGce1SFQy7sKB3Hr71GFKjKtkDOWPQU1pQpwRlcggAYyaQDbixtrqKSO5jjkiZcneenv7Ve+H2n/ZPE00kcrmFrRgscnJGGXkH0+tZc0hZ1HBI6kcgV0HgTnXpiTlvIbk9/mWhjR8o3uqahqV011f391dXDAAzTzM7kDpyTmq/myYx5jYxjrTKKkY7e+3bubHpmjzZOPnb5enPSm0UAOEsgzh2GevNG9iMFjj0zTaKAF3NkHJyPejJ9TSUUAaQ8Q62IBANY1AQgY8sXL7cfTNSL4o8QJ93XdTGPS7k/xrJoosO7NWfxR4guY/Ln13U5UyG2yXcjDIOQcE9Qahm13V7mN459VvpUcYZZLh2DfUE81QopWQXY7zH/vt+dHmP/fb86bRTEO8yT++350ebJ/fb86bRQA/zZP+ejfnR5sn/PRvzplFADvNk/vt+daUZJiQnk7RWXX0P4b+BOk6v4X0jU5NZ1COS8sobhkRUwpdAxAyOnNArHhwpcV9Cf8ADPOjf9BzUv8AviP/AAo/4Z50b/oOal/3xH/hTCx890V9Cf8ADPWjf9BzUv8AviP/AApf+GetH/6Dmpf98R/4UC1PnscZxVqKBbm0nYSMssQDqONrDuPrXvP/AAz1o3/Qc1L/AL4j/wAKfF+z/o8TZ/tvUSO4KR8/pUTV0VB2d2eBWMjIw7HtXY21zutAOrYxmvTh8AdGDZGs6hjPA2R/4Vdi+CemRKFGsXxA9Uj/AMK450Jt3R1qtBKx5C2wZHqO1Z8+wr8gwO9e3n4L6YzZ/ti+/wC+U/wph+B+lkEf2vf4P+zH/hSWHmh+2gfPvlie6ji34DMBnHStTxBolpp0cUllcSSYwHEhHJ9RivZ0+A+jAuW1a/bcMfdjGPpxTj8CtMZdsut6lJjpuWPgflWipSJ9tE8u0+Nrj4UeI1Tqb6y/m1cVJpV2pxhT36dK+l9N+E1npPh2+0q21W5ZLuWKVpZY1JXZngAY65rOHwWRJBt1sbP7ptMj/wBDrqpLljZnPN3k2j5yNhcgbioC/wB49KjNpcDGFB74r6Qb4KBgw/t7r1zaDj6fNUbfA5fL2Lrw6cFrIHn/AL7qtCNT5tNtODgoec002s56Jx1r6Sb4HZ8vHiBQUH/PiME9/wCOkHwN42v4iLDsv2Pgf+P0aAcL4T+Gmkz2Fnd6vJK80yiQxCTYigjIUjGTx15r0v7bZaZGlvaiNYkAUKowAB0AqvbfCG/tYRHH4wuFiHRRaDC+wBY1bb4WXjxBD4jBIH3jZc59fv1jKDe50RqqPQZDqr3Ss0CGQA87RVb7eLv5WRlIJ4Y49iK6bQvA8ujwFJNUW465It9mfw3GifwK0t6blNS2Z6r5Of8A2aoVNo0dWDRxsejStcxzNP8A6sgxoeQvp1rW+xXDfeuB+VdAngqVf+Yp/wCQP/sqd/whs+cjVcf9sP8A7KqcJMlTgjFis2XG588+tOmaOEfMwFba+FLpV2nVsj/rhz/6FUDeCC/Lakxb1MX/ANep5GP2sTmZr9mJVMY9TWde38FnavdXs6QwoCS7nA/D1NdjN4CkeNli1NVkx8rNb7gD6kbhn864zVvgRe65em51DxeZG/hRbDCIPRR5nFXGn3M5Vex53q3xLuppRHosCwxDrNcoGcn2GcCuLuGlvLprq6leedzlnkOSa9wT9nYIMDxOf/AH/wC2U7/hngf9DOf/AAB/+2VolYybbPDgg9KmU4xxXtY/Z4A/5mc/+AP/ANspf+Gehn/kZz/4A/8A2ymI8ZHJ6GgjIr2gfs/4/wCZmP8A4Bf/AGdO/wCFAj/oZT/4Bf8A2dAHibCprG5awvorlQSUPzD/AGT1x+FezH9n9T/zMp/8Av8A7Om/8M/Ac/8ACSk/9uX/ANnQBm6faCeNLh8MCAQR3yP8K27bDBV3AAHaB/Wuk0z4byWWmw2smsmVol2CQW+3K9uN1XU8DY5/tHnGCRDjP607iOXIIOUOAv3s/wCelCY+7kkZzknJH+NdYvgkKFxfn3/dfy54pz+C1cBTejI6DyeB+tFxWOPkkHKADgnAJ/nVMzbztQnnrk9fTHpXbv4E3DH9onHBP7kZJHvmmf8ACBgDCaltz94iDr+tFx2OJwCoQHGRgnt610HgGR38RT7sZ+zHP/fS1pP8PCy4GqkZ6nyf/sq0tA8J/wBh6i919tM5aMx7THt6kHOcn0ouM//Z", "path": "000778.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000779
Men Tshirts
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", "path": "000779.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000780
Men Tshirts
{ "bytes": 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", "path": "000780.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000781
Men Tshirts
{ "bytes": 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", "path": "000781.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000782
Men Tshirts
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", "path": "000782.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000783
Men Tshirts
{ "bytes": 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", "path": "000783.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000784
Men Tshirts
{ "bytes": 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", "path": "000784.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000785
Men Tshirts
{ "bytes": 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", "path": "000785.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000786
Men Tshirts
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", "path": "000786.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000787
Men Tshirts
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", "path": "000787.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000788
Men Tshirts
{ "bytes": 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", "path": "000788.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000789
Men Tshirts
{ "bytes": 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", "path": "000789.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000790
Men Tshirts
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Ly/8ATSd8gT/V9M/jUo8Dj/n+P/fv/wCvXcpR7Hn2O8W48IE/N4ox6/6Kf8aWOXwTEGA8UvyxY/6Ke/41wX/CErnBvz/37/8Ar0yLwXFKrE3zDDsv+r9Dj1p3j2Cx6ILnwKTz4nlP/bsf8aa0ngGTbv8AEtwdrBuLfHI/GuA/4QmL/n+b/v2P8ajl8GxR+X/prHc4X/VjjP40uaPYLHo3n/D/AG5bxNP/AN+P/r0puPh1jP8Awkdz/wB+f/r151/whcP/AD/P/wB+x/jSjwXDn/j9b/vgUXj2A9Cjn+HMO/Z4gu8Oxc/us8mnf2h8Ou+v3Z+kB/xrza38JQzo7G7ddsjJ90c4OKl/4Qy3/wCfyT/vkUc0ewWPQJ7z4ayKVbXb7GQeIe4Oa57xhdeD7vSB/Yup3VxepKrKksW0bejc1zU/hO3hjVvtUhJkVMFR3OKg1PQotI8iSOZ5DISvzADGBTTV9gsSaK8A1a38+cQoCTvYE844H4niuoi/4+ro996j/wAdFclokSza1ArgMoy2CO4GRXXQqfOuSB/y1Hb/AGRSqbgibPrV7QzjxDpR/wCn2D/0YtUdrf3T+VXNGDLr2mHaR/ptv2/6arUDIftS/wByb/vg0C5XP3Jv+/ZqXGO1KDjtSuBn2Uy+TKpSYkSueEPrVlJx2SXP+4aisz8s3/Xd/wCdXMY5AouBRvpf3K5EoPmIeVP96rPnrn7k3/fBqPUObRf+uif+hCrXPJNAEQuE/uS/98Gq0Ei/bLs/vMEpwFP92ruc1Vhx9uu/+AH9KLgSmZc4xL/3wap6nMDYyALJnj+A+oq9IwjQsSAPU1lQarBNqUcMqhoyfXqR0z7Upe7FyY4rmkonSaPFZP5l3qEcpt4wAqY27zn37VhamRNeSMnyxEnaPatGS5kmW8LtuPlbvbhh0rmNQ1eG2YiV8N/dA5/KvKqSnXa5UepShCgveYsoCjAPHrUackE52qc5qsNc0vyZhuk8wr+7Lp0OP0rnrjUrqRiFuXMZ7ZwK6YYWVtWRLGxT91HZSHcQA4YDnrzUiSj7rkgn1Fc1od3BHDeC7mUMUBi3n+L2rcmn0zy90Woxbsfdd8/rWdTCSS01Kp42Lep0Gkz2qy+Veg/Z26FTgofWl1C1Sy18wZLqkWQ4U4YEgg1zlpeGWVFBDK5CqQc98V1dvqcDXlzbXg3xF9sbKPmjHTIP4dKKFSVHSewsRSVd80NypmPnKP8A9+zTTJEFJ2v0/wCeZqzcx/Z59jOCGG6NgeHX1FRumYn9dp/lXoxkpK61R5souLsypYvF9hgyrZ2DP7s1MWgxyD+MZqO1RhYwYJ/1YpXVjzmqJVyCcQtfWuAMfOT+7Pp9KsGOAdAP+/R/wqvgjULYEn7rn+VX2AwKQyti3B+6P+/J/wAKgs0tjHKWROZn6xH1+lXh1FVbP/j3OO8jn/x40roBTFaluEj/AO/R/wAKrXsduttIBGmeOfK9x7VoVU1D/j3A7l0H/jwp3QFuQSf2fLHFbp5XlsFO/bxj0xUsUty0EZFtHyi/8tvb6VMgzaEeqEfzpLM7rKA+sa/yFIBm+6/54Q/9/j/hVORrgapCTFGMwuMeYfVT6VqYOKp3C41C0Pqsi/oDQIcHuP8AnnH/AN9n/CoL0z/YpMpFgbTwx/vD2q7iq2oDGnz8/wAOf1pgPbzix+WL8zSgTcf6ofnUm35j9aXHpQMpW4m+3XgDRDlCflP92rWJv78f/fJ/xqCH/kI3f+7Gf0NWjSuBTv8AzhYy5dOg/hPqPepis56TR/8Afv8A+vUWoc2Fxz/BXS6R4R1zWoVmtLMiA4xLK2xT9M9fwpgc6VuB/wAto/8Av3/9enWhhtI767vsykSqscSrtDEr1Jz04/GvYdG+H+laTtl1Ai/ucg4YYjX/AID3/GvH/EMEsOr6/ZS7mnSVXiUDLY3cYH0asq0pRjZGlFJy1MDVdSlv1VJNixx8IoUDH9TWMwLNsRSzHsoya7Gy8B6re263M2yIN0hZwHI9T6Vof8IZqtr5It9MJUSAs0ZDEjB5JzWFOhJ6yOmpXjHSJ5tOq2z4uH8o91wSRTYLmKWRLeJtzO21QVIyTW94g8G+JrvUZTBod7Iu4HIiODxUej/DjxadQtZ20SdI0lUsZCq4GfQmuhUV1MPbyKUtpdwKWaFgFJBZfmAI+lRxXS7lycOD1zXqMHgjW4xIZIYE3SM3Mo6E1m6n8OopY3laZLW4AzlFLKT71EsPcuGJ11M2xvhq9kYpQkc9s8cizAYzzjB7VcdJFbmWQZ9gM/pXNT211pGntb3SiN5bgfOrZDKqnuPc9K9D+F15Jq+qPo97El1p7QO7+YuSvpg9QcmpjOUJKDKqQjOLmmc+A+c+Y/H0/wAKgtWYRSHe3+tf0/vfSvUta+F7jzLjRZw69VtpTyPXDd/xrzVrKeykmtbyB4JklfKOuCPmP6V0nGRNKy9Hfn3H+FQSyMzW+Xf/AFw7j0PtVowAng8VXni2yW3/AF1H8jRcCfax/wCWsn5//Wowf+esh/4FS54oB+YUDKWnlhbuRI4/fSfxf7Rqz8wOfMk/77NV9P5tBjvJJ/6EatlQRSApXyZjiy8hzNH/ABn1rG8U8R2uWdssx+ZiewrcvBgQD/pstYXiz5vsYH+1/SqjuBn6CN+sQjJ+6x4OO1dVDHua4y0h/fEf6w+g965bw2uNZT2jf+VdbbfeuP8Ars39Kqe4kH2ZT1Df99t/jVvSYlj17SiAf+P+2/iP/PVKiJAqxpZzr+kj11C2/wDRq1AyfjFBxUIjnwP36/8Afof40nlzf891/wC/f/16gCGyH/HyAOk7/wBKu9qz7SOYvdKJgMTnP7seg96tCOYDmdf+/Y/xpgQal/x6E9t6f+hCrWRVa7t55bVlEinlSPkA6EVFc6pDZocuJpM9AMAU1G4FwgKu5jtUdzWTPq1razStEC8j4yx6cdKw73Vbi8c72IA6AHisySVvU1rZIC5qOqz3LHzHP0zVSxmZbiOUH5kbNVn+fGadAxWUDselTJXVmC0dzfsfEEupatJaqvlrLBKoJPOdpI/UVxzMzvuYkk9TnrW1YgW3iiwn6RyTLn8eD/Osq6h8i+miJ+5Iy/kaiMIxVkipTlLci2+1AUelB9iaUEjvn8KokQgZ6U1sD+GvYNS+D9tp3gH/AISOXUrhJFs1uGhMakbyOmfTmvItxNAGt4ZkddZhIJ8uPMrDsQoJ/pWlp3iGMuBKNjk85PU1maOfJtdVus4MdoUH1cgf41jxI0sgjXqTWdSlGorM1pVpU3dM7O+1PffbomyqKMDPStXT9Yt7qHZOCjsCuRXGHEcYUd+BSRTyRyZB4q6cFCKiiZz55OTPR4oRFBGsbb0CgAinbc9hXIWmszQ42tx6V0NlrNvcAJINrkcH3q7XIHSrnU4Mdon/AJirJUCmSW8v2tJlMbxiNhuAPHI96UmXOB5f5H/GoasADrVax5th/vMf1NTkyHrs49Af8ag04v8AYYiAuCCeQfU0kBZ+Ud6p3/3IR1zMn86sHzCei/rVa73FrYELzMPXsDSQGtCcwKD3FRWTf6BbY7RgfpXI6lca3FezSW00y2yOFVUPBwBkY610tnKdQ0jTnNy+2OEIsccjKF65Bx/FnqTzVWA0waqXeft1icHl3Xp6of8ACgWUX/PSf8Z2/wAar3drGs9jzKcz45lY9Vb3oA0ip7KfyqtfKf7Pucg/6tu3tSi0h7hz9ZG/xqG9tYfsNxhTnym/jb0PvSAucnHB5GelBBA6H8qgighaCNvLGSgPU+lONvARlok/KgCGJSupXHB/1cZ/9CrptG8H6zruJLa38u3zgzTfKuPUdz+FdT4R+Gmnoiatq9uskkqK0dueFQDJBYdyc9O1ekNKqjapAAGABTsBzGi/D/RdICSToL25HV5hlfwXpXRSzhfkQAKBgYGMU15sDjrVYnk5qkhAW+c578CuC8UaRAnif7ekIEtzEu58c8fL/hXeMMjiqWq2i3llvVf3kYLJ/UU7Jhdo5uw05VUF5GznoWOK2I40UABwAB7VDbYeFHHRhmrAX2qrCuO2+jfpSbeeWxU1rLDZiWWfaFAA9zTbuNZLqR0IK54x34pWEQuiMMFvyNZ91ZQzAqwJGPStLyz6Uxk68U7AcBqujQbZVWMSICQVk+btzW78M/D8Gj2V9epGytcSBU3HO1VHOPqT+lW0sGunCr96SQn8z/hXUxQR20aW8S7UHAA9KTityuZ7F+G4K4B71FqmiaXr0Aiv7ZJcfdccMv0bqKZ34qVHK8ZqbCTPNda+GV/ZM8ulSC8gxnYx2yD29Grzy9DRXltDLhJEmIZWOCvynqO1fS0c2OvNZOueFdF8RkPeWy/aFHyXCfK6/j3/ABpWHc8D3Jj78f8A31SfLuH7yPr/AHq6XxP4Nv8Aw47TuPPsdwVZ17Z6Bh2Nc0eoPvSGVNNZBZJlx1fP/fRqdpUU/fH61Hp3GnxH6n9TU+OTQBSuZo2e3+bP70dj6GsHxVIrSWgU5wGPTHpXRXH+tth/00J/8dNc54tY+fajB+4f5047gVfDbAawCx48tu1dTbzRhZTluZX6I3r9K5fwsCdXJJ/5ZN/MV1Vtyjkd5X/9CNVLcSFa4T+7J/37b/CrejyqfEWijD5OpWw+4R/y0WogpY4AJPtzVvTYJYvE+g+ZG6btStyNw6/ODUDHocop9QDTqrQTxm2i/eJ9wfxD0qXz4sZ81AP94VAFezObm9P/AE2/9lFW24ViegGTVK2ljS5vD5iYaQEfMP7oqpr2qrbaa6xupeb5Bg5471SQEGqasoCRo+YyQG2npnpXN3LMWYFiW96oXUzIkcqEhXBVh7ipXl8yNXHpWtxNXH7yGx7VG5yx9KQtjmo39e9IY7jHFBzgEdQcikHApQc9KkC2W81I5l4KsHHsQelVPEUZi8QXgA4Z94+jc/1pY5fLLI3CP39DWnrNtHetbXBYRyzW0bBj0YgbTn8qfQDnMcZqS2MYuojLnyg4L49M806a1ngOHjI7Z6g/jUB9MjNID3Xx98UPD+tfDufSNIunNxIY4/KeMqVRcZ/lXhVMIOetSxo8rBURmPsM0AaiDyfClw4+9cXSpj2VSf5kVDZ2xgi81uHYcZ7CtN7fyNM0u3kXc+JJvL92bAz/AN81RvJc5hQ5b+Nv6U0BCX8xyw4A4UegpaiCkY5qX8aLAOQkc5qeO6ZSMiq6nrQWJpsDbtNcuLeQDkqeo610dtdJdjKna/8AEp/pXD28gSXLAGrWi6kx1LDAkOSTRa4M7VxwTmoNOONPhz/dqZtzQF1BKbSQR9KZZxt9igBUj5B2rNqwEuO9U7z/AF9p/wBdT/6CavGNwOh/Kqc6t9stBtbhmJ4/2aQHV6J4a0vVtKu5tjJcFFWVsFst1U8cgewwa4V8+H7m3G95LG4kk2uy4AIcjI9utdBpPim60fxBbwx6lPcaeIz9rtmgJFu3YAgZOeDmnX2saJe6Y9qoby186Jka2cBFMjMCvHB5qrBcQHcM8VBeLl7RvS4T+RFZGiatH5f2Gd3edPufKSWTtxWleXKmOIiOYBZUP+rPrQBoCoboZs5x6xsP0NNFyvH7qfP/AFzokm3QyDypeVI+77fWlYBbQhrKA/8ATJf5Cus8E6Nb6rrW+8GbW2AkZccOxPyg/wCe1cZp8+dOtsRS/wCrUdB6fWvVvB9n5HhCOdlKy3cjSEnrtBwv8ifxppXYjvZpBuGfu9qjIHbpVKO68y0iZvoatBsICK0ARqbSls9aSgQqikP7vjHyt+hpwGKU8jBHBpAZUdkVhcovyJIykf3aXy8VZtpvs99PEc4cK+fwx/SrbQRS/MvyZ7jkU7gYs8TOpCnbUkKbUAbk1oNYOx+UqR7GkFhIP4T+dUIqlQe1V512xMQOcGtX7G4+8UUepNV9QiSGybZl3ZlQNjjkjpSuFhLKzW1gDuAZCo/4CKmXPU8E9qkKFuowB+tNapGKKXPNMB5pzDigQ4yelKsjE8VFS7tg3elAxbv7LqttPplwu+KVfLf/ABH0/pXgWoWcunajcWUwxJBIUORjOD1/HrXuemvG1wZWYZ52j+tcN8T9NCXdrrCKNsw8mTnHIGQfyz+VS0NM80sAfsEH+7/U1ZxVeycDT7cBF+4OdxqxvP8AdT8zUjKs4zcWw/22P/jprmfFrf6Zbj0j/rXTz5+1Wx2p95+5/u1yviw/6fCGwP3Q6Z9TVR3BjfCQ3anIe4iP8xXVWg/ccdS7n/x41y3hIn7fOVxxF3+orp7Mn7IpG3JLHv8A3j70S3A5LXtbuZbyS2hdo4YmK/IcFj9as+A2vZPG2ieVJI6JfQFwxJVV8xetVNc0S7iu5rmGMyQyPu+QZK59RXQfDzTdSn8QaVNZ2bzRW19A93twWQGQYJXrgevaqTQG1apE1lAxjTmNT0HpU/lxnjYn/fIqnYMH0+28s5BiX+VXkQAD1rNoEUrdIxfXgKL1TjA/u1yvii5WTUhDGAEhXHA7nrXUiQRXd8xHChGP4LXntzM1xcySk/fYmnHuBAzFreSPPRty062bMODzTWGDuHXGMU22OAR71VwLROBTd4PWh2I4pg5NArj3I2ZFRgkU9iMYHamUgZJHzWjNMRpOnHaHCeZEwPXhsj6dazUOBV4fvNBlHQw3St+DKR/SmMYLmKM/JJJA3oeRQZVkJY/ZZPdkHNUCN3WkCKOgo0A0MrjPlWa+4X/69DXiqmDcD/diXH8qzhGB0/lVi0h868hhH/LSRV/WkJO5oavM4u1giO1Y4I489+mSPzNZvyqcVPqE3m6lcyDvK3P44qrQMUnnijNJRQJkqnjmgk9RjFMB3HFPHIpsdyJ3wD34NLYSeVlwfnA4J7UyU4V/YVHCNoBPelcGdto84n0mZXwWjVuT6YrUt4YzbRHaP9Wv8q5nQptsN2ueDC38q6qD5YIh6Iv8qloSF8hO8YNVZ4kF/agLgbXJ59hV/dntVOXB1GL2ic/qKQzs7TT4H8LwG3kt7GWQb5rkwqzEZOclu/uawvB8MNzpmoSXhhuBFeSGC4eIZdcDJI7+oqnLa6TY2h1DXL2WRZOYrXzTsKDouwfe5zVAW2o6uuoKly+njfvhtoiB820FdxHtjgdK16CLGveHS9x/aOlwmGSLLxx+YPlA5wT3Y88cntTYdSi1HSUuUwDvTev90hhkVtpqTWNjaT6pGVu2G3yo+VLkDJ4GBngnNcVq039mas9xAAtre4M0a8pGwYfdPfp19zU2C51jOoPWjcGUjnB4qKNo5sOp+U8jHep8DGMikMq6NG9xa2cESlpHxGo984r3Y2i2On2tpH92GNYx+AryT4Z2hutc0/K5SBpJW/4CWx+uK9jvcnFXATKtn80Msf8AdOa0IT+5ArNhPl3Ps/Bq/Ef3f4mmxEhNKv0pOop6gUMBScUbsUNUZNICrN8up28o6MrRtn8x/KrOCDlGK/Sq15wsUn9yVCfpnH9as9OKAHCaUf3fyo8+X+6PzpucmnAigBBI5PIX8BUF2dzW4ZiSZl/TJ/pVgmqdw26+tk9nf9Mf1oA0N3HWq8rdalqCTrQAiMc1OOVzVZetWU5WnYBOpqvdvst5PZTU461T1JtlrMf9g0JaiKmlhmYsCcKNoxUPjyz+2eD7rAy9uVmH4df0Jq1pHFnu9Wq/eQfa9Lu7YjPmwOnPupFVNDR88WYAs4P9wfyqxxUFsGW1gU9VQA/XFTDHf+dYFFaf/j7t/wDgf8q5LxYxOqRj/pkP5muslIN9bjI4Dn9BXJeKznVVOekS1UdwJfCPF1ct6Rj+ddLp5zYQt6rn9TXN+E8Brxj/AHV6n610Onsv9n24LKP3Y6miW4FrODx1o+HF/c2/xPS6hmAgklEEyFvvoSFGPUg4NRtIgzh1z/vCvYvDNh4YjsdHkTRbP7VshInWNd2/A+bPrnms5VI0/i6jUXLY+ffDuozxT/2cyIGJJjMjEfgK6kG/B/1VuP8AgZ/wrm/7PZ9PkmSILPH9yQYypBPUmug0TURqVkGcBbiP5ZU9D61ckSjJ1qe4tob5mEY8xI0O1jnnPSuNrqPF0jLcrHxh1VvyzXL04jEIyDioEYqWx61YquVKyMMd6bAsZzzSr1pO1FILCk80lHA610KeFwbaOY6lblHx0ySBt3Zx7UAYCdavWY8y11KHuYBKB7qw/oTW/pvgS41Fbh/7TsrW3t4EnknnLKmGOB2zS2nhpbfxLZ6bb6tYah9rhkRpLVyyp8p4bI+hpsDj8Y4orU0Xw/d63ro0i3eMXJ3jLH5fkBJ/lWn4a8DX/iqGR7K/06J0dl8qefa5AGSwHpSA5ir+ijGqwuekQaU/8BUmtG58IX1tdzWyXNnctFjLwTb0ORnAIp0eg3mmWt5czGLH2fy1ZWzgsQP5ZoFY53O7n15orX/4R24A/wCPuxx0yJxWZcQPbXDwSFSyHBKnI/OgZHRRRQtSWFS9V44qKn7sLjNA7EMv3HpmeVx0p8n3GqMdR7UhmxpTEO8Y/iQjrXZo0qKAYCcLjhxXCWcpjmQ+9d7ayCW1jf1Wm9hXE86Xp5Dkem8VUaWU6gp8hsiI4G4dM1eY4PSq451Fz6Qr+rGoGV9TsX1hY7O3D3FzswUMY22oPq/64HPNWLPRru21CW1XUpgECDcFHPyiti11y00yBRMUxJJsVI0+Zm7knvUGqalHpGpXV1cxMFMUbhF+9jBA/Hit0la5Ilzos3k/6VrE4QHcSQABjvntWDqWiXDW08qXwmtlgcrIcEHJ6DFadzcr4rt15lh0wKTOVbDg9iR3Ge341kaXY3Vs2u6SJftFrbQuyyYyobHGPw7UmgGeG555JH0+5nljeMfuSvAYdCBkV0i2bAjN3cdezD/CsHUNLuW0y2uY3KTxYkRu4+pzgZPatvSNTj1awWdAFcHbIn91qhoo774PacIrLUL1nkc+aYU3nOMMxOPzFeh3o9K574b2TWfg+Lcu0zXE034Fzj+VdFddKqJJmzZUBx/CQavxt8nH941UlXdGw9qltn326NnrViLeeamWoqlQ8VLGI9R5qprFveXVqqWN21vKGzkdxg8Gs17DVo5reRL+RlRk80F+GAX5jjHc54HoKQzU1BC9hMADnYSPrT4JPMgjf+8oP6V5l4Nlv9dW3u7vx3cfajcybtLDRHcqOflx97BArpPC99fzeKPFFlczs9vZywLbRnpGrIScfU0COtzTSxJ4PFclotzqGrzeLrJtRmiaHUXtrWZQCbdfLUjaO+CT1rE8L23iCRdTvrvxTf3aWV3cWot3jQLJsAAYnsec/hQM9JzVRG8zVZDn/VRhfz5rl7O81K8maMaoYdgyGn2qD+PetWHTru5kknXVJoCxwwiwQ2BjPP0/WgR0VRuKq2FpNaNKZb6a5D4wJcfL9KtP0oAj6Gp4zxioaljPOKpAO6GsvV2P2Of/AHcfrWo3DVi6822xkIPUr/OnFaiJtIGLCPPcmtdGAYVlaUP+Jbbn1XP61ooR155py3BHguu6Tb2OvX9ubeMbJ3wNvYnI/Q1mG1tx1gi/75Fdz8R7PyPEa3AGBcwhj9Qdp/kK4thk1zvcsqPawm8hAhjxsc/d/wB2uS8TIiarsVQqhF4AwOldi3/H/EP+mTfzFcb4nOdakz2Rf5VUdwL/AIWhjeG9Z1ViFHLDOODW9ZWsH2C3zDGT5S5JUelYXhU7bHUGIyOP5GujtR/osIGf9WowPpRLcBDbW68+TGP+ACuk8N+Kk0vVdJ066gLxz3UUMDhuUJcADHpXd+EfANrp9iuqa2iSTGPeIJQNkI6/N6nH5VzGk6va6n4vsxNAnlQTK8KrGCQxdVUgDp1/DrR7JTWpDq8j0OcttOEumFo5SpWRwwABz8xGcfj1rnb61Xw3qf22GYSAny7iIMW7ZznpxW1oXge41q8a9M7WmnpKwSNh88mGPUdhXRXHw9hlgmVmiC44+QjA7nNUUkeU+KLsXWqDYwZFjXBHvzWJVq/jWG8mjVy6o5VWPcA4zVWiwwqJj+/IqQkAVDnM5PtSYE9FFKaQCUodwPvHikooA9C8BXNrF4V8WzanbSXtqtvAskIk2sw38YPaqnhO50y4+Jdi1lbPY2UjMiRSSbypKEct9a53TX1g2F1a6es7W1zhZ0jXIbHIBpn9jaxCVlGnXiFTuVljYYI70Adl4C0u5sviTPLJFIkNoly8kjqQFGxsEn8azfhgB/wmUjDB/wBBujn/ALZmpvEGseL71W0/7RqDWLRJ+7VMAgqOCQM/nUfwxUp4qutwwU066BHp+7NAFfwlfW9npdzJO8iKr7iVj3AcYGTjil1qWzl0K6u7K6uZvPuFEisThOpwBjAqfw0cfC7xge++1H/jxqezt0j+DuqyEfvXu4ST7Fjj+VAHFCxu2jEgtZjGRncIyQR9cVABx0wfQ17Sk3i2TRPCtj4ZvVt0XSRPOjuqgjeQSQRyBjmuB8XR22ufEOW20bypBcvFFuhGEaUgBivtnNAHLFHUAshAPQkdfpRjjNe5+OvDUt34Mu9Ph0qWEeHRH9muDHgXEe3EhB78814YTQKwlLnK9BSU5O9AETnMTj6VEvBqVx8j81EDQFtCzGeQa7fQp/NsSp6q1cREDiul0AbxIjSSLlcja+M0PYDpKqqM38vtGv8AM077L83+tnH/AG0qFLUPe3P76YbQg+/7VCVxl210jQL68+1ahcSxvEMNCrkAkfx5xxn29OtGrPa6tdagiT7omijWMiMtuUZGV+n5Gtjws6XtpeQG+SFrQsr+YN3yH0UfeP19q1U0V5tag3SsoazD5UbcgP2Hbr0rphZqxJiaJDY2GmRwyX7LhQpEduVLD3OKv3F/odvpdzb25EStE/CwsMkg8k45NdYnh+12BWaVu33qxdYj0+JpNP0+1lv9RZSPKSTCQjHWRui/TqaU0gOVF5odzBaBrhQ+xTKvlsTwvXGOT2rn5LqHS9XjksYZI7a5wkyyH+LPBHTnGK77wn4J02C3W9nZp9RniR3bJVUBHAUen+eK2x4U0eS4trTdvkEqny2nG4/NnJB5rNjPQdKtfsWlWtsP+WUSg49cc/rUt0Mx9KlBySe57U2YZiNVYRmt0pbIFYSp6B2xTGNTW3+rA/2jVAWxUq/dpnenDpSAa9Rkko3rg0525pjFghZFDMAdoJxk1IHHeAvDEOl6HDNfaRbw6qs0xMzRL5oBc4+br0pl3NqmheLNSu7LRJdTtb2OLzRBKqPG6ggcN1BBP5VtyX+vgfLokJOP+fsDn8qpf2zeQ3MhmtLWGcqAUa7BBAPcgcHr1pDE8G6VqFnBqd9qkSQXeqXz3jW6sG8kEBVUkcE4HOKzPDjRp4c8VSSoZETU712QNjcAASM++K6fRtTm1HzfNht4xHtIMNwJc5z1x06VzXhqB7rw74rgj/1kupXyKPUlQBTAjjtNIn8Cp4kGmuHax+1iBZyCcjO3dj9cVf1PX73QbDRILHSlvrzUJPJSBrgRhTs3feIrG0HxFpK/Dmz0qS5jOpQ2P2Z7BuJvNRTldnXqKva1FN9s8CxyMY7k3WGbGSr+Qcn8DSA19F8TXd7q76Pq+kNpmoiD7TGgnWZJY87SQw7g9qp+JfHVv4f8S6Xo8lo0wuwGmnDYFupfYpIxzkn2rM8J+dZeL7uHxVdyyeIjEYrSeQqIp7XOcxAAAHPUdaw30rWfH0/iLV9Ku9Oh0+8P2CMXUDNIyRAcow4XLc/WgD1rH505Otcx4D1G4v8AwtBDfE/2jYO1ldgnkSRnGT9Rg10y9apCJnyRmsHxLxpLt/tL/Ot7OV4rC8UHGgyn/bX+dXHcRZ0s/wDEqtc/88xWgj5GKo6em2wt19I1/lVtQfM9qT3A4v4pW7HSLO8jhLtFMUbBA+Vh7+9eUmefdxaP/wB9r/jXufjW3+0eENQXGSkYkH/AWBrxYLhcjrmspLUszmln/tBf9FbIhPHmL/erj/ETs2tS702sAPlJBxx7V2+f+Jq+e0A/9CNcP4kOdduPqB+gojuBq+GzINKvikJdTnLbgMfLW/aazNpN3DchYoms1E7F8SZA6AL6k/1rE8NEjQL4juW/9Bqp4nuZ47iSz2YiLJIG28thcAZ9OvFPqI9Pvvi3J4w0WPTorc2twF3XKgnEmPQ9l9jR8MkkbxrcSyoEKxQqAG3cl85riPDlktnpMblcSzDe5Pp2Fd5pNlqejSaPqlhImbm/t4ryN1DZiZ1AK+hGf19qUpTt7iIcY3943/C13Df2b3scbqrXMxAcYZctyCKfr2taFA7rLrgguo4mKQxzYyw5wcdzjFcLqXijVY9C1C4trFre1mvSpnSTEnzY4VSMjPr71ka1qEEvhl7OLTYbBYXV8zNunlPqOM/UmrLRxErGRnkbksSx+pqGpuCMVCRg1LGNk+7UcXMh+lPk+7TIeXNICYClPalXvTSc0C6hSgZpKKBlmC+urQEQXEkYJyQjEZrSsfEF1FPuvLm9mix9xLgqevrWJTv4TTJOzk8SQRWllcyw3jGZCCUuipyrYwffGOaX4byeZ4q1SbnnTbtvmOTyh61y7HzPDcQI5guWX8GUH+YrpPhl/wAhnVW9NIuv/QKRRleFvEqaHHeW13ZLfabfRiO5t2baTjkFT2I9a0vE/iWEaOnhrTLAWlirJO+597scZVSfbNYnhuzsr69MF4yDcg8vfJsyc9B6mumu9O8PXVxJO80XmscnN2Bk9OmOOlAGZfeNLlpPD8+nq9rPpNmtvu3ZDkMSePQ56Grlr4u0Sz8YReIodIlhmSJnaBGHli4IwGX0XPOKp38XhmyEWIZpmdM5t7oEKfQ5FYV/Lp0nlfYYJ4jg7xK+7PpigDf8O+OL/TPEC31/Pc3lpJvW4tmlJV0fO4AE471zl20D3kz2ystu0jGNW6hc8A1DRQAU5CR2qMrk09SARmgCOQDY5OagH3hVmf8A1be9QRgF6ALUZOBW7os2y+iB6MCKw0Hy1ftnMcsLDsaYHdnafrVSD/j8u/dkH/jtSGQ7dwWQg+iVVhnxcXJMUoy45C+wqF2Aksp7vw3qNtr/ANlBtpWZfnxzyRuHcf8A1q6mx1n7R4hGpC6N1HJaMZliJRYcMpOM/f8AoK4yxuXa0uQyxSqwKATx79gLHpk8Gqeh67daRq0VvDJGiRl1iMqbgC2Omeh461SdmU42Vz2Q3Gqa+0kNjnTtNDFHu2H76XBwRGP4f94/hVq4006Xob2+hRxR3CkOquM+ew6hyeSW6bveqdndGa3R113G5QxVoFypPY+hrP1jxCdPkjtbfVJL2+cbkgihUY56scfKPer1INPStUgsPC9nf30iW0SW6mTzD931H17VZ8Pa7a6v4pjij0G5ty0bTx3lxGqmRRgHj7w6jrXk97carcpokC6ha3s6SPIbN4vkt8E/Mx6HvjI/CvQ/hVqUmtapqV3d3Zubq3iWEFY9saqzZwvcn5eT7UgPUuc0rcxMKQnvRnIxVMRjyHB/GrFoxwPqap3BwfxNW9POUz7mn0Av96fjApvelY0gInoX7tDdDTEbFSA881mXNpawzpc/Z4gxkAkcIMsDkc+vWtHOaq3kZmtJUHXGR9RzQBJbWtvbFvs8EUW7G7YoXP5VzXgQf6Nrv/Yauv5rXTxNvRH/ALwBrmPAn/Hprv8A2G7r+a0DNGWTRDdLdg2BnEi75/kDj6t156VaOqaOzRvNeWjMhLRszA7T3IP9RWQ3hmBriSEXEvOZGYqp65wMY6VYt/CdvE0LNdzyJE+7y3VdreoIx0oEX2vdFvZ4czWU8qt+6J2swJ/un/CrsVvBaxCG3hjhjByEjQKB68Co00+zi2lLS3Xa24bYwMH1FWG5FAyGO3hheR44kRpDudlUAsfU+pqQDmlHSihCJFrC8VDOiOMdZox+bVuL0NZHiRN2mxD+9dQj/wAerRbgXbYAQIPQAVOuM1BHkxgCrCgUmJEGpwfadHvISP8AWW7r/wCOmvAVc7BkdulfRKgMFz0PBrwDUrEW2qXduWkHlTumNx6Ams5lIy1bdqs3tAv8zXDeIeddueP4v6CuzW3jbWLkfN8sMf8AGfU1xWuALrV0ATw+OTSjuM3/AA6MeG7r1LsP0FdHNBFOcTRpIAeN6g4rC8M2Fxc+HJjDDLJulYDZn2rpW0y8ySLS5we+GoaAgCFmVAOpCivRGRrbUNLt/wC5dwAj/ga1xWmaXOdVtPtEM0cCzK0kjBsKoOST7YBrqP8AhKF1TxHp+omxaDSbzU0tbVyBkurA7j359O1aU9DGrFtqx5bcXzS37tGzXN4ZWMcSqfLjPGGAPX6mqOt2k0ES3N3L5l1cN82OgAro9KhtLJ7mOJk2+YMOzgluPWsTxfOr3FvGrKQEJypz1NQnc2OcUZBpjfeNPiJPFMcENyKdgI5fuGorfJJqV+VI9qjt+N1ShMnooooEtwooooKAjFFGaO9MlF+1/e6PqUPdRHMPwbB/nW58Pby2sb/V3uZ44g+k3EaF2xuYjAA96w9G+e+mtj0uLeSP8cZH6istV3Lk9aRRf0TH9pxORxCrSk/7qk/zqoDvGT35q7p6iKw1S4xyIViX6uw/oDVEdB7UALgelMPMmKeTikUDcW9aAHUUUUEvcax5FOU8g0hGTTkGD7UFDbj7nFQp9+p7jiE/Wq8fLZoAtocGrG7gc1VXrUxJBpoD0CyfzbKF/wC8gqK2GZbkn/nsR+QFQ6DP5mkxZ6qStSWrYFwev796j7QDfD1w9tbTTLDFMzKw2yJuH3j2qHUrqG78PQ2cWhxI0d4wOoLG2SSpwC3qOuKf4fvTaWqunmCTYxUiJm53H2ps/ia6OnRWu0pEbsSgIhUEkEEkdyQaFuzWovdR0fhfUdLvfDktpKPK1UExyL5hUnJ++CT7k/lUWq2UPh3Ubq8t/EFs4u0TejQeZKNvHyPnA+pz61xVwgZlltpJop1xhljbnHTtVi1ghnuPPvzNKSc+WsLbSf8Aa45+nSquzIbY29zqYYWcZt7dnIluGO5pDuPfjd1+le2/CnSYNM0a8aFMebOAXbkttXufxry7Tb2FIZEWOYATyYCwtwM/TivbPA6KnhSzdQQJd0mCMHk+n4U46sR0xGRTacoJFNPBxiruIwro4J/3jVrSvmty3+0aqXoIkZfRjVzRuLA5672qugjRWnHpTR2pW6YqWMYahqY9KhqQHLTWAJIpwNNPU0AQWZxbqufuEqfwNVtE0aPRYrxI5mkF1eSXbFhjaXxkD2GKmgBS4uE6gsHHtkf4irDEqpPYc0ARwjdJM/q2Pyq2v3RVSz5tVY9WG4/jzVsdBQAUhPFGcUNQAgooFI1CAep5qjrUe+ztx/09RH9aug81BqPzWqe0ymrW4CxfcFTLwKgj5Wpx0oAfn92PrXjvja3Fv4uvRjAlKy/99Af1zXsS8wjjvXlXxMilh122uY4WcSW4BwQOQT61Exo4GP8A5C94f+mcY/Q1wuuEHW7s/wDTQ12aS3B1K8P2Rjnywf3i8cVw+ssW1e6OMEyHIz0qI7jPU/hXf2cujNpv2hEvFmeTYxwWU45Hr0rtZtbhtmaBRKzA4P8Ao8pH54rwu2tDb6HBqlk1zFfQzH5kxjGeCCOQR3Fd94b8eG6VrXWZvs9zEv3nbaCR9a2i09CWani7V72Xw1fJBbTxhoseZsZOMjPX1GRXnPhrW9RvvF/h63muXNqup25SAEhEzKpOB0Feg3PiHT54mjl1OyZDxtMynP1qPQ5/Df8AwkmleQ2nic3kITy9uc7xjFU46bgmYNkkJurnMMfBXA2D0rmPErodYdI1CqqKuAMc10toQt5Pnj7hP5Vx2qyedqly+c/ORWC0KKin5hzipLgfJmoh1FXoBHMhjJw2OtUBmJyGB9Kbb9GHvU8kLwOQ4OPWq9v1b61IFiijtmigVtQooooGFGcUUUEE+nz/AGbVbWY/dWVSfpnmo72L7LqFxB02SMAPbNRHrn2q/wCIAG1JZx0uIkmz9VGf1BoLFGYvDq9mubon/gKL/i1Z+cnpV/U/3Frp1uTytv5jfVyT/LFUCM9KAHYqMf6004ZzSgDOe9AC0UDrSmmhNCUq9aSlWkMbcn9wfqKgi+9U9z/qD9RUMX3qALS49eaeT61GnWpG4WmgOm8N7J7KSMvICr5G1sdqv20CGCRxLMDvf+M461jeFX/e3CewNbVtxpzN67z+pqXuB0HhVvD0PhjT5r2S/muDCweOEBQPmbjcetc/rkEcU5FurrbidGjDnJCk8ZPrzUmjGIeG7ENu3GI9P941b1RFk0yGVR8piQ89eGx/Ssobs0m20jLkTbmnwS4OM1PLFl2471GsO1xWpmTae5X7R1/17H8wK958NqI/DmnpjGIF/wAa8AtGKzXaAEnzB+qivoy0iSCxt4VGAkSjHvgVcRMuIacfWokODU/BXoKpiMG9XFy3uc1Z0wbbUj/po1M1NMOG9asaeP8ARf8AgRp9ALQ7UppB1pT0qWwGHpURqU9KiakAlJnOaWkI60AU5WEV7ExPDgp+PUf1p9y/7hsdSMfnxVXUHAUHjKkMv1FQtcmWaKNTlWbLY7YoA2YwAgA6DgVPUEWcCpxmgBvekbil5obpQAi0p6UgpaAAVXvzi1H/AF0WrHOar6nxZZz0kX+dX1AbFyBzxVkHiqkB3AAGrXagCWL/AFXPc1wnxNiX+yrG4HLLOY/wKk13SNuO3HSuQ+I8ZbwuD02XKNj65FTLYZ45CGN9eE/3lH/jorz/AFc51e7/AOurfzr0K3B+0XJ9ZAP/AB0V55qvOq3X/XVv51ERnT6K3/FO2o55uR/6HV3U9FtdTIeTcko/jXuPeqmir/xILEetwD/48a3GI5pMDm/+ERtc/wDHxL+QrR8H+HrdfFGjXHmybo9SiwOMfLKMfyrRBwRVjwica5o3Tm+iPX1lFNAUUWUX0/Kf6tGPyn3rhpnLzyOf4mJ/Wu6ncRXF0x/59gf51wJ4OTQA6pomKgEVWL4PQ1MHCw59KYC3VxJKu0ngVVg/i+tKzlgaLf7rfWkBL2xRRRQAUUUUAFFFFBA6OKS4lWGFC8jnaqr1J9BXey/DLxDf6RpztHDFLFEyFHf5iu4lePoao/DeW0h8XQNcqCRG/l7um/HFekWHgbUvFmiHxLceIZ7e8n3PHBGu6OPBI2kde1BZ474qsLqx8QTw3ULRbAqICMblUAZHqOKx+K9T8Vk6v8PZLm8AN5p92IVmI+Zx3Gf8a8sA9aAFxRRRQAU8jjNMp68jk0AMPWijvRQAyc/6Pj/aqKM4Ip8+fK9siiCEyHoeKAJs807du/CoiwB4PSnq6nHPSgDZ8NzeXqEgEZbMf3VxnrW1HNIul4+zS48tjnIx39653QZgmsRkdCGH14rpywGhEjj9wf5UnuBLoVitzpelxJJJ5kkG4bptqjlvXp0qy8CzaFLJ5s48sum3zTgYweKj0YlfC+kOIwWaFlBK56O3+NXiJW0bURKuAvzoMY4wc1iviZbWhXlsxniaf/v5UBtsHmaf/v5WmRvQN6gVXZSG5HFakFTTbTzdaeISTfNLCP8AWdc4FfRcrBXwBwOK8E8MRGTxtbR4zvlgb8s/4V7uxDMc8HNXETLEb5xxmrCleCc4rNVmjOQcVciuMxNkBj6VQiDUrdmgbI5A3VFpx3WWf9o1M0pdCGPBqDTB/oWPSRhVdALqgYzSnpQBxSGpYDTUbVIajbpSAbR1BFFFAHnfjvUNWTVdO0bRlxe6ixRJGPCAYyT+ea5y6XxT4K1ey/tO8W9hmdf3se7A5xgg855r03WvD8GryW1yJZLe+s38y1uEPKN7juPUd6xZtJ1XxRqVu2tajbfZrKQOILSAoJGB4LEk91HAqbDOxtH86COTG3cM49Ks1HFGsaqi/dUU81QMBSN0pfahsUCGrThSClFAAaoa0+zSmb0kT+dX2rM8Qqz6G4jGWMiDH41S3ALF98aH1FaC4556Cs7TIJEt0LDoO9aEqeTHgsC7dQOwpvcRYs42MZkbv0rl/iHAs/hG8WRQ4Vo2wfZhXRNqDBQqIABWH4pxc+F9Ty2X8hjt+nP9KnoM8JgsbZnnJhTiYj9BXn2oADULgDoJGH616Nb5LzY7zN/SvOL7nULj/ro386iJR1ej20EmjWBeJWZpDknv96tc2VqB/wAe8efpWfoq/wDEo0wD+8x/Rq2ChPpSArCztQR/o8f/AHzVrwla2/8Abuhv5Ee77ZAQdv8A00FMYYUn2q14TXGtaH/182//AKGtAGJrEqhLplzk2uAMH+9XGlWVMkEGuz19isU/PBt//ZhXJnJXjkU1sBX3gjaRTkGflzmopFIYkjFKjYPP4mgVxrDaCKLf7h+tJNlHZCc4PWi3+6frQMnoopDQAtFIKWgAooooIFW4mtp45YHZHUhgy9Qa9C8MfELUrWwuo4ru4tUG15Eg2kOWbaSA33TyOledP0rR0YD7JqPrsj/9GLQWbfizxHLcK2h28ZhtLedi2W3NI+eWY1ytXddB/wCEh1DnpcP/ADqlQAZooIB60YxQAU5D2ptKuevpQAh60UUUANZkBAkXKE81YmKWsTRREEvzn0FUrj7oB9aCcigBuTmnAMxwAcmnxR+YcdDV6C2CHJOTTsA6xT7NcwsT82ea6udSugOcdLf+lcnLxIMn2rptRt4YNGnKKd3lddxqXEDS0KWd/CGmIsJCJvAfzQM5JPSrQmdpb9Y7YlZbdwEEgO3Az1NN8MKj+C4N4YiPa3y+5YVaRBHdQhYc+cn3g27AYEc1kviZpvErx3UzwRkWzcoP419KRpJT1tm/77WnW5xZxAf3F/lT+1aGZf8AA0bS/EG0zEVxHu+8DjAavZ3Uq2D1ryf4fIv/AAnSuxwVtGI+u7H9a9nms3k+YAGrWwmUAc1JG3lyhscd6XymjO1gQaCpzwM1Qht2BHKxH3WGRTdMObQn/po386LsP9kyykbCQCfQ0zR/+PA8/wDLRv51S2A0BxSHmlpGqWA3FRkVJTKQDKTFLQaAGEcVm6coF1N2+Y/zNaTng1g6VeibU7uEbvlbuMdc5oA6ReppxqOPrUlACUjdaUCkagAFOFIOlKKAA1Vv13WIH/TVP51bNV7gboFH/TVaaAmWZLa1VFx5h5yR0qhKzMSd3WrJELH94OfUGpYbK3kb/WfnTAzlicjPaodTt3OiX7N9wW8nXjPymujbZbjaigDuTWNrFz9rsbi2UcPGy5H0pNgfPds0wMh8pP8AXP8Axn1+lec3Zzezk/8APRv516VAcK/tM/8A6Ea8zuTm6mP/AE0b+dQijtdJaRdO0sKiH5XIyx54PtWqZJ/+ecf/AH2f8KzNLwLXSl/6Yuf0H+Na2aQEOLmTICwjIP8AEeP0q34bvYIvEui2yusji8gQsucAh1piWlxdq0dv988AngfnWdpGnPpfj/RVe4jbdf24ZV5GfMXoazctbCbE8Rj9zJ7wH/0IVyUDKfkJwa6vxEqx2xJZjujI5b3FcWW4yOK1i9Bmg1sJAcjtwazpI2ibaRV22vSuFl5HrVqeKCaHfuKjtVdAMeYBo0fH+y1JBwtOwoV0ByDSxOGRcKBgY471ID6KKKACiiigAooo7UEWGuOK6DwxaRT2upmQnYEQMQcFRnOR68gVgn0rT0ZQ0N+pZgpjQnHoHFDLI/EHPiK9YYw0pPBz1FUKva6iJrt2sf3RIfz71RpIAooPSgUwClU0lKv3hQAlFOcANxTaAIbnqKaDxWhHapcWV1I4+aGPcvPvWYilu4A70AWbdhk1ZN1sTHeqbzrGgjjGfU1DuaQ800wLHmmSZOTyw/nXbay+NGuOOAmP5Vw9vE5mXaOQQa7HWnlGhzh1TkDox9RUt6gdD4OcHwuIvMRWa1yNzAchye9Tu5SQM16oHcKc9/aqnguKJ9O05WiRvMhZTlRzy1WZIiQiC0i2K3AfGOetZO3MXHYhtWRrOEhlwUHcVJlB/GPzFQ2sEQsYP3aZ2DPyjrUhhi/55p/3yK0IEthK+t2y2shE7oVjKNghtwx0r3Cx1e6sFSG6LTqoAMnc+5ry7wJY28/je0LBFaOCV4wQOW+Uf1NetS2oz8ykGrjYTNa31Gzu48hlPsaSe7jhOIosnuQOKxVtURtwGD61Zjupo0MZ+dDwQaqwh1xcfabeXJz8h/DvVTQJPM09uVO2Z1OO3+c05otiM8WSvdT1H+IrF+Hc8lx4ZMkpzI11KXPvnmq0A63tTWp3emMahgJTD1p9NYUAMpKdSYoAYwyK4rwvJcvq06TIAQXDYHpI+K7cDJqla6bFa3ckqKoLkn5RjqSf60hl9BzT6RRzS4piAU1utOpD1oAB0paB0ooAKrXkwhtTI3AVgas1h+KpjDobsO7oP1q0tQJLKU3SvIc4zx71oLblI/MeTYvaqPh+SCbRbadMnjawz0YHmrk8c0rFiPlPTB6Ch7iK8900hwrEnpVUGRQWcZGOtaMOnSORtXj16CtWLT4kTDBXJ4yRU6DPl+GaJ/M/epu82Q/eH9815zPzcSH/AGz/ADr0tY/LSZSBkSS9v9tq8zmOZpP941CKO106eNY9OBkQbbZs/MO+2tT7VAf+W0Y/4GKoWEQLWa4Hy2Y7epFaLKAOg/KkwK95qBW3VYHBHzcq3fBIz+VVdGlEvjfQEByG1G2kjb6yKSP51eubGW50x5BESm7arD+914PrWb4ctpbbxpolvPFJG66jbSorqQRmRc1jZc1yXF3uS+JkDxQK2QGJGRXJXNpJBhuSh6V1viZnFvAWCgBz90n0rLSNJogsn3SOmeRXQrWKMBjkjHWlkkeSIKGPHarV5p7QNujYPH+oqkcqQelIREWwBip4P9X+NROmcFecnHFXZrf7LO0B6pgH64oGMooooC4UUUUAFOBGMU2l5FMkG5bI71d029js1vBIm7zoNi8ZwdwP9KpEHvSYpFFrVbtb/V7u7jXak0hZRjGBVWkxS0AFFFFABSr94UlKPvCgAc80lK/UUgoAu2jYsNRBxzb/APswrFBIyoq3cOyQbVYgMcH3qsilzw3JoAeE6ZHJq3HaAEb+npUQCRYLkM3pTWvPY0AasdxbQgAIFb1rb8RH/iRyf8BrkrNluL2BGBKlxnjtXUeI7iJ9HZUYYLKAOaXUDofCDiPStJf0/wDijWndWKRSlfKeQsASd/FYHh5WGg2LCZ1wmQABx8x9q3ry2lNw677h+TyzKO/096yna5cdipbhVsYgpBVWkjBHorsKcTVezgdNNceewKXUo2jaQMnPpS845mcfgP8ACtEQPt7uWx1uwuYHKSIWwR+Fe9wXnmII7hgQcbHPevnmfIu7PErcswHA/un2r33yc2kCsM4jXr9BVxEy60ZHaozjHQ5qCP7RF9xjj0bmra3Lqvzx/NjqBVWEESkEMVOKwvBFmdM0y/sSdwgv5lB9QSCP0Nas5byGmEkxVeWDjJx7Yrn/AIe6jJqulajeS/el1CU49AMAD8hQB2Q55qNutPXpTG60MApDTqQjikBHR3pTRQADrS45oHWpcUAMHSlIp2MCmUAJSGnU08UAKOlJSjpRQAYz61heKLZr2xhs0JVpp0XPpzkn8hW3kg1Sv3jWWAycDJAP4VYDNPtbfTbKO1g4RB36se5PvVtLgA8E/THFMKwpEGAJJ9ajabsFApCNMX429MGoZb99wCnnIrJe4kBxuqNJLgOjud0e4Ag9veiwzw2dSi3AJ5DSZ/76avLpPvt9TXp2owlJb1kuH27pSowuMZPtXmDnLH61mij0Kw/1sXtaRj8yauPkA1l2ZUyEi+YAQRgHK+/HSrRAIx9vcj6r/hSYHceDbiyl0y7sL5FKSSZG4ZB4xXW6P4Nto9Ss720upolSdGMYYOrKAOOc9x+FeY6I0R3W7XOZGbKEkDPB7jp0rtfDuo6ha6raWxkJiM0GfcPMynkcdBWfJK90WpK1jzXWIo5YFVxlRuOAe+0kV5+t1IjE819Cy2WiWD2QisLhj5pDyTQkkgowrwa4gt5JpBCWjIY43dDzRSqqoroc6bhuEeotja3T3pkzQHDAYz6DpVaWCaI/MBj1HNMViOM/UGtTMuWUkUd9CzDcvmKSD9auawP+Jxc/739KySuSJFBGDk1pahJ5moSuDkNg/oKAK1FFOGNp9aCHuMJ+bFLRRQO4U8AN1plPTrTsCBxxTQKc3JppBWixQlFFFIAooooAKB1oooF1Fcd6QU5+1NoGMuxmJPrUK/IvuamnyYlJ6ZpimJsZJoAYWzT4bWa5YiNMgdWPAFTRywJ91FJ/2jmi5vpHUKWwv91RgUAa2jLFb3sUCFXkZwSwHTHpWl4oP/EpAI6yLWB4d3nWrc4PBJ/StzxWx/s6MH/nqP5UgPY/h1a2ieAtImFtD5rQEs5UZJ3t3rA1ffbeJLpYdiyNKQuTnO4A9Kt/DK7vG8D2UcUETpGXUFpip+8T02n1qj4pN2usF3twhZVbMcoPqOpFeZT5vbyTZ2zS9mmjM05TNbanEMbo5C4VUx0xmq+ABUug3TQa6xVA7vKBteXOcoPbFdo/h+0lmEx0oLnkol5hT+G2uudeNJ+8YRpSmro8/lhknu7FIY3djPtAUZPKtX0RoQ/tPQbSe4haC4MYWSNhjaw46frXnt7JLYR6eLXTLe3RLyM4SYck5HJ2+9d5oN5P9jlM8QR/M4Hmb+w74FFHE+0kkgqUHCN2aT2Lx9BuHqKrvDjqDU7X8vY1E1zcN/y0I+lddznK15dLFGEYEIQR7elcb8JsDwtdgchdQmH612E0oeKRJXyrAqxI9a4z4URmHQNVgJ/1WqTJnPXpQB6Bmo+pqQfdqPuaAHUHNFBoAZRilFBoAAOamqNetS9KAGMeKYKeRk00jFACUHrRiloAKQ0vakNCAYa5fxnJOo06O1GZ3uAF/Wuoz83TiuU8afLPpZYMUM4VgvUg8VQHRpHK0KZXJ2jJ/Cl+zy9wBVG2SWOBNhVGA+6CxA9utWPNvCMERqP73NOwiX7OFOXI/CsrxRqp03wrqFzZwr5yJhWbkrkgZqzIZR8u93Y+p/pXN+OZWsfBmoFwzNMnlqg45J/wFJjPIlYyaQHZssYCxPuRk15u3LGvQPOkGjkG2dQLc8l1P8Nef9zWaKOugjCRLkKflGePapwU2/8ALP8AKmSznbsCL0HT6UxVLHJjH4mrEWkZdhwVxntXW+FtUuofEGjxGRnhN1BGyMeCocbR+BYmuNUBVwABz2ro/DbA+J9H/wCv2D/0NatbCO9utd0u9uLG2ttQglmNyoKq+TyCK+fdTiktNVurcnBimdD+BNa15Zy6VrDxxM+6GcBXA9DxzVnxbpqReIrxd2XdhLu/3gD/AFrz8PTVP3Uz0MWupzCzyr3yKk+0EKNqLu9cVHJDJFkMtMGe9dRwWJojPdTJCFyXOOKuamgj1KaMfw4H6CjQ5SmqxKF+9lfpxT9XAGr3GPUfyoGUqKKKCbBRRSgcUDsJT1HcU0CnrjHJqmKImcGh6fhaYxzn0pXKGUUUUgCiiigApDS0UE9R78qKjxTs5WkoKNDSIoJLhzcxrJEkTswPsKxWAZyVXgngeladtuS1vGU/8sT+pArOHHFAncApAFGzdzS1IsTbc7SR64oDU1NCgVr2PJYEk5wcY4q74oRYrOAB3OZP4mz2qLw6hNyG7Enn/gNP8XEfZ7Yf7ZNAz2H4Yww2/gKxnBP70Oz5PAIYjisjx1qMEE1vKxUM8TgLjJODmn+AtTtY/AOm2zyurhpNwETH+M+grzfxDqNzq3iS7uTIhhEpSJTIOEGQOK8+nRftZTZ2TmvZpFi38ULDqgldJ1i8xC2GHAHHSvXtP1eGfTUu4ZxPaFdyyIMnA68dc+1fPUkNw7uCY9xXPDj/ABrufhpqUmn31zY3UgFrNGZFw2/a6+wz1Fa16KnG7Io1OWWh1l98QdEvPJto3lVhcxMHdMLw4z+ma9U0q9t40MU4JDNlWB7GvmfxPYRRa1fNalTCX3rztxnnoea938PalZOumQvPul2oCuxuuPXGKwjTVGcXE666UoNnoZgtlXfk4FVZVebAij2p6+tWIoo5MHI2joo/rVvg8AV6Z5RkS2myMZA54IrivhdG66ZrayLh/wC15gw9DgZr0eaLehA9KwNB0tdNutYEfC3F59ox7si5/UUxGm42rgVHUklRdBQA4ClPSkWlPSgBtFIO1LQA5RTzSL1oJNADc4pGOSKD170p60ANxxQODS9BRQAo6UxjTjwBTGPegBQOK4bx9cyW97o4Rd373fj1II4ruQ2RXOeJokOo6LM0YkK3O0D6g/8A66NwLtgJxAHuVhi7hFJyPqan86EnmQufRRVqKxidRlA3u3NXFsV6BABVtoSM6MfMBGqLn1HNcL8WZwvh6GAgeaWd8+ihCP516itjEBhs/hXjPxllii1JIBNkrZElSe5Jx+lRJ6FJHn9wcaNJ7W//ALLXnQGWxXoF7PEdImCyIT5OMBvauAT/AFq56bhUoZvL5yJ5UpZJoGKOM/lSG4ccb2/Op7tGOsvJuRreUrDu3A4OBj8vWrD6Fckk74wPc1ok3sJkNlKXV8sWO4dTzXVeG2H/AAlGjf8AX9B/6MWuUGkX1s/mxMjY6oT96tvwtqUZ8XaNDMjwym/twFcd/MWqWi1FuZesXiTa5cSx5EBn3KoPAANbPjiOAeJUe3VVintIZVCjjkY/pXLTFguCpB9CMVNeXlzO9q0/WKLy0J67QTj+dcNNXmmetjYJR0JlgV1IYAj3qpdWMQjMiZHOCKsrcoxABAPenl0IxuUj0rrPLMjSzs1aAqf48VLqZzq11zn56uw2kCXkMiH5t4qjqIxqdyP+mhqWBXUgHJGaGOTkDFAGfwpKQmFPX7pplLk4xQK4NwaUAkUAZPNO5XjFNjQ7tUbEY4OKfk46VGaQMbS0UUDQUUUUAFFFFBL3FABTPvTaeqkqaYRQUixBIUsr0Z5KKB/31TIrbcNzMAD6VHDku0XZhz+BzVuJGLYxke1ADktYQAcZNSfaFjRlVMj0pWjO3AB+pqsyPGQT+dOwGzpUTqlvJFsXzPMfa2eBwKp+KmkK2yybOpI25rct4jG1pH0KwHP4kVi+LeHtF9mP61PUD1z4b5j8D6eecKzH8zmvKfFGg3Gi+LL6GRSI3czwPjh0LZGPzxXsPwxjWTwfBC3IMUbdemdw/pW5qOj29/CIL+zjuol5XcOV+hHSuBVuWcjtcE4o+ZJLeQStlD0/+tXp3wp8OT263Gu3KGJGQwwbhjcD95vpXRt4T0O21+0VdOeUSJIdkrlhuBBHH41W+ImuahpVnDpdvbNCt1FgSqONvTao7GtHVclyhTo+8eeeKr5dS8RXt1HyjOVU+oXgfyr3jwvqaal4dsLuM5BjUEZ6EdR+lfPUljeRkxPA4cpuwOeMV2PgLxLN4YvU0/UVIs711K5P+qbpu+hqK0OaKcd0d81Fx5UfRlncoyAFsE/rV9SAM7h+dczbXaRwhSkjEDqAMGuPn+LNkFza6VdOfWWRUH6Zrsp1IzWjPFnBxep6yCD0OTVV4wk8jDADAHjv2rxa7+LGuyZFpb2dqvYhC7D8T/hXRfDbxFqOtLqq6leS3EscyFWk7KV6D0Ge1aIhnfOck1GaXJNRknPQ0xDwaeelMAIHSlzxQAClpB0pcUAOWlPWhQuMZNIcA9aAEBpp5qUqwHGD9Kjw2eRQAnalFBpKAFNRt0qRulIhHcZFAEf0qlqVr9qvdLOM+XKX/JTitQhByF59Kw9Y8Q2Oh3NvPfLI0fzKBGuTmmgOmhjKoB2qwMjtXI2/xI8MynDXMkH/AF0iOP0rZsfEejakXFnqVvMUALBWPH1qbjNU/Svnn4lXwv8AxDrEikMsamFT/ujH88171eX8FtYTXLSp5UaFmO4YAFfMus3H2mC9mPBl3N+Z/wDr0MClqpA0q4AA4jx09q4CLmZB/tD+degawQNIuv8AcrgbcZuYh6uv86SGd3JapcwXkJAG6QgHHQgDH60lrrNj9ijS8v4YbhRtkjeJyQRx1AqxAQTOf+mzVUn0awuJ3mlgDSOck7iM1UZuOwmh51rSuR/acW30EMn+FXfDmqabN4v0dRfxSlr6AKrQP18xcYOKxJNG05bqFBbgKwYkbj2x71s+GdI0+LxZozpbgMt/AQdx6+YtU6rYrGfDba3qnnS22nnYcF5Wj6DPrW9qnwz8TXAWfbaTSDqsb7SB+PFcnL8TvGE1s9u+rgxOMMotYQCPwSpD8VfGp/5jX/krD/8AEVxclZW5bf18jvlXpzve5pj4d+KFLZ0/AUZJMi/41Wu/CWs2Frb3VzbqkNwMxsHBz359KpN8UfGTbs6x94YP+iw9P++Kq3Hj/wATXWnrYz6kHtlAUIbeLgDpg7c1cfbX1t/XyOZqlb3bmhBpsyzxu5XCnPBrF1UY1SfpndVY6/qZGPtOPpGo/pVWW9uJ5mlkk3O3U7RWqMy/kFKiIwKo+fJ/eo8+XGN5P1piZd6mnhDWf58o/jp32qb++fyoBIvhQDzTse9ZpuZj/H+goFzMP4/0FMZqZGOv6UzIPes4XEoPD/pR9pm/v/oKALmMt1xTig9aom5lP8X6Cj7RL/e/QUgLm0ClIwOtUfPlP8X6Cl+0S4xu4+goEXBkninFT6VRFzKOj/oK6K00G7vYVkili+4jHdkfeXdQFjLGQc0SYxurb/4RfUD1ltx9CabJ4XuUaIPcRYkcJkAmgZQ0qya8kkZBuKYyPatI2E0QO22ce+M1taTo66UsmJTIZMZJGMVoOuI2PGMGhAcTLvUE+U4B7jOKZEHlnjjOSGYDHWuvtEH2OHIB+Qdak8tc8KmR/s0OQFBrlBfgbZOIsfcPrXPeKZRLcWwGeFPUY7102AdUfPaIfzNcz4r4v4B28v8ArSW4Hsfw20nT7jQLVp7KCRnsonyyZJO+QE/oK7UeHtIIP/Ettv8AviuX+GuB4f0o9zpa5/7/AMn+Nd2CMYAOa8Wu37Rnp0l7iOP1PQ9Mh17SAlhAFdplIAxn5QRWN8QfDdxPpVm2h6e3nJIfMMB52478+tdXrRH9saIdpLfbCOPTYc1uAAHgVMakotMuNkzwa08G+LtREsk0clnEELM0jbcgDpgHJrq4/hcstnG/9u3vmvGGBIBAyAa9JuxiB8ddrfyqnpiuukWXmDD+Su4A57Vo8TNq6KurlHT9CtrazgtrlRPKihWl3MNx9etcLrXh8W2gWGpWissfl7J0UnggkBvxxzXpzHDg1naUIbzRGVk3wyPKpBHUb27VNGvKD5jOrTU0eNs7Dozf99Guo8BeKLDw9e6iuoediZo2V0XdtwpBz3rA1ezbTdUubNx/qpCoPqOx/LFZUY/0u5Prs/lXtRldXR5bVtGe+J8QvCzKP+JqFz2MTj+lDfEbwnEyg6oSWOBiFzk/lXhIPNMnA823P/TT+hp3FY99X4ieFiM/2g49jA+f5VDL8SfC6qxN9LtHfyG/wrxFTjrUd2R9kl/3f607sdj25viL4dQ4FzK30hakX4j6E33Z5vxgavHeMn609Pai7FY9Lf4z+D48j+0Zdw/hFq9PsPi7oOoh2gS7eNW27jDjt6Zr5hn/AOPiT/eP867DwaR/Z1xn/nqP5UXY7Hv6fEzw+xZP9L3pjIEPqM+tPHxF0En/AJeh7mH/AOvXjdvg311/wD/0GrnSlcD1mT4h+HolQG6mJkbao8hs5xnH6VInj7w+wGbmVf8AehavGLz/AFln/wBfA/8AQWqzgn6UXCx7BP4+8NQwNKb98IMnELE4/Koz4/8ADqohW5mkDDPywtx+deNahkafc/8AXNv5VJC2II8/3F/lTuwsez/8J54cKZ+3MD6GFs/yrzzxj4httevYxYSSGGDKsWXAZvYGue3A5wagtyMz+8zf0oEO2Pj/AFjfp/hUBM0d9FsmkX925+U47rVolcdajgt5LzWra2hAMkkbKoJxyWFJXGK1xdyAq95OVYYIL8Gs7UYSbOT99Ken8Qx1HtXY/wDCFa2R/qIv+/oqG78Ca9Nbsi28RJI/5bD1FVyT7AcTrEDR6TcEzSthf4mznn6VxloN15AoJGZFGR9a9e1XwHr15YT20ENu0rAfL9oXjnvXOWnwk8WRXkEj2lvsWQMcXC9M0+SXYLEVvbMRIftM4/ev0Yev0qX7K3/P1cf99D/Cupt/AWvxowe2hyXZv9cOhJIqRvA2uKCWghAHUmZRS5JdgscTJbf6fCv2ic/u3OdwyOR7VseG7Yr4q0c/aJji/g4LcH94vtWufAGvveJMLaExiIqD569SQa0tE8E63b+INNnkgiEcV3E7ESg8BwTRyS7AeB0UUVIBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFekaCAbAfMP9XCOv8A0zWvN69J0D/kHL/uRf8AotaAZo7T7f8AfQqvd58y0Ax/ruefY1ZPWq0/+utv+un/ALKatRRNyx82M8fnTZdwgkJ/uH+VR/wUXH+pf/rmf5UOKC4WyEWsPTAjH8qkYqF5IH41XX/j2i/3B/Kqk/3alxRRIjodSnO9ceWuOR71zHisg6nFgggRjkGr8n/HxJ9F/rWJrX/H0n+6KSQHufgDTrmbw1orJqd5Cr2LEbAmFxKflGR05zXYDSLwAn+3r/8A75j/APiawfh1/wAid4d/68Zv/Rtdr/AfrXi15PnZ6VOK5Uclqul3cd1p7f2vdSf6Wi7nCApkEZHHXt+Nay6PeZ/5D1//AN8x/wDxNGr/AOrh/wCvqH/0MVqL0P8AnvU8z5UUkrmPLpF4Y+ddvjnsVj/+Jqjpmn3c2j2kv9s3qbo/uAIQvJGOldKfvj/eFZOg/wDIv23/AAP/ANDahSdg5VcrSaXdjn+2r3/vlP8A4motEtrlLB41vXUJPKvMSk8Of59a2Zfun6VR0r/VXP8A19Tf+hVHO7FqKucP8QdPa2ubO+eQTGdCjMUC4K9Oh9DXDK4F5MdqnKpxj616b8Sf+QLp3/Xd/wCQrzAf8fcn+4v9a9jCycqauebWilN2JvMHXy0/L/69RTSZaE7E4lHY+h96U1HL1i/66L/WtzItiUDqi/kf8aju5QbWXCKPl680npUVz/x7S/7ppgXhLkn5V/M1LHL6Kp/E1UXoKfB/rDQB51P/AMfEn+8f5113g9ithcdD+8HX6VyVx/x8y/75/nXW+Ev+PCb/AK6D+VIDdt2P2+6+7/B6+lWw7f7H61Sg/wCP26+ifyq0KYiO7djJZ8L/AMfA9f7pq3mUqDhQp4zg81Tuf9bZ/wDXwP8A0E1ov/x6x/7xoAo6lu/s25+7/qm9fSpYwTBGMLjYO59Kj1P/AJBl1/1yb+VTR/6iP/dH8qLgJt9FH/fRqtbJzORg/vm/iPtVxvuiq1p0m/67PRcCXaP7o/76NWNA3f8ACbabkDAHqf7wqE96m0D/AJHfT/8AdH/oVVF6oD0rWILqW7he3gkl2KeCR5ZOe/IIPvQNKiee+R7aRUZR5box/u87efWtk9aQ9677m6qNKxgQWt1BBY3ElnNLch2acDbuPy4XPOMdKg+y3pur2aSxu8zFvL8sqCmQOclvr+ea6Y0U7lKq77HKTWWqsLcxWbI0Ts2RwGBAHI3H3qxBpU4hsFaGcFwYrtSwIKZJyee/HTtXRdqUUcw3Wdtjn5dMlB1byrZwWQC2weORzjnjmtPw1bzW85WeJ0Y3IKlu68YxyfertTWn/H5B/wBdF/nUyejIc3KNmf/Z", "path": "000790.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000791
Men Tshirts
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", "path": "000791.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000792
Men Tshirts
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", "path": "000792.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000793
Men Tshirts
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", "path": "000793.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000794
Men Tshirts
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y4EEslk5ATJeLPoeo/r+NdQOnFeNWpOnNxZ7tKqqkFJHP6joVleDbPbxSDsHXNc7L4J0kOXFhDn0CcV3kqbuapTIQDisnobKzOYt9HtbJj5FvFGT1KoAa0YIgo4FPdCWyRU0cfy5pFPyEV/KkV/QivPfB1y9p4rvZFY4TUXIPsWz/AFrub2dIIJJXYKiAsT6AV57oCON94wIe4maYj6nI/TFduCg3Jnn46fLBdz6PVgyhh0IzS1w2j+Lkt9kV8/7hsBX7off2rtYZ4riMSQyK6EZDKcirnTcHZnNGaktCWiiioLCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiq91eW1jbtcXdxFBCv3pJXCqPxNeZeJ/jZpGmB7fRIjqNz0EpysIP16t+H50Aenz3EVrC81xKkUSDLO7BVUe5NeXeJ/jfo2lu9tokR1O4GQZiSkCn64y34fnXjHiTxlrniqYtqt88kQOVt0+WJfoo/mea5qVuw6VSiK50Hirx7r/iuRhqN85t92VtovkiX/gPf6nJrmIfvZNI3NOUbRTsDYr0ttKYbhJB/CaDzSbaUldWHF2dzt7OcTQqwPatFF3LWH4fBe0x6V0lpCS4UivNmrM9KDvEqvYx3I2SRhh7irdn4ftiQSjEehatqCwGf/rVpwWyoMVHPJdR8qGaZp9vaL+6hVMDqBzWhdXUdpaSTzMFjjUsxPYU5AFWvPvH2u78aZA/y9ZSO/tShF1JJBOShG5yWtarJrGqT3khPznCL/dUdBVBVyc0hFOzgYr2IxUVZHmOTe4rdetQy/w081DMx+WqJGglHre0DxJqnh+7FzpV69tLn5gDlJPZl6GsIYIz3oB2nFTYZ9G+FPjNpupBLXX0XTrs4AmXJhb3J6r+PHvXp0UsdxEssUivG4yrocgj1Br4sjl2jB5rq/C3jrWvC0oFhc77bOWtZvmiP4fwn3FS4jPq2iuH8JfEzR/E5S1kb7FqJH+olbhz/sN3+nWu4qQCiiigBKWopZUgiaSV1RFGSzHAFclqXjq3iLR2MJmYceY/C/l3q6dKdR2iiJ1Iw+JnXSyxwRmSV1RB1ZjgCuV1TxxZ2xZLKP7Q4/jPC/8A164zU9bvtUbdcTsy9kHCj8KzD1zivQpYBLWocNXG9IGpqXiTUtRJEtwQh/gTgflWO7sx3Ek+5p+PamsmRXowpxgrJHBOrKb1ZvRsFXce4zVd7hdx5qO2lE0C+q/KwpJIO4NVYTbtoSBmLCSNsOpyDXS2Gqi4jAbiQdUzXJozRNlulZdz4kjkvPJ0wCWZDhpCcKp/rXDjMJGqrrc78FjHSdnqj1FZVdeDz6VXnk4xXNWuuS/Zx5qZfHJHFPbV4sjL4bHI9K8OthatJXmj3KGJpVXaDNRgSelPICR5NZlvq0cj9RWP4k1q4dWt7X5Bj5pDwB/jWUKbk7I2nNRV2Z/ijU/7QuF0e0O4Pzcup+6g7fj0qCPbEAowAOw7VV077LHasbaQSyOf3snct6H0qbBJ6V72Fw/soa7ngYrEe1npsTTzs8Y56U+LXL3TpYXtriSI7eSjYP8A9f8AGofKJUg96r3MYEkQx/Ca3cFJWZjGdtjvdJ+JNzGVTUbdbiPp5sXyuPqOh/Su60vXNO1mLfZXKyEdUPDL9RXhCKVOR1qxBNLDKssbtHKpyrocEfjXLPBxfw6HRHEtbn0DRivLtK8fajalY74Lcx/3jw4/LrXcaX4m0vVQBDOElP8Ayzk4P/164p0Zw3R0wqxlszaooorI0CiiigAooooAKKKKACiiigAooooAKKKKAK9zdQWNpLdXMqxQRKXkkc4CgdSa8g8RfHSCNXh8PWTSMDgXNyML+Cdfzx9KzPjP46+03R8M6fKDBC2bxlP33HRPovU+/wBK8aZyaaQmza13xPq3iG6Nxqd7LcP2Vm+Vfoo4H5VjlieaiLGkViatKwkx7GoTzUhOaZjmmBEwx0qQjApv/LQfWpivFIZEM09cUYppZV6kCgEdH4f1C3tnEVw2xWOA56D616HY26SokqFWXqGXnNeNicbeBmpYtRuYMiGeaIeiSFf5VzVcPzO6OinXcVZnv0MHybsYFKSEPWvLvh/e302vyMbp2iWA+cJXLZGeMZ75q5rPj64F5NDYRReSjFRI+SW9xXNLDyvyo3VZON2dT4k8SRaPZlVcG5cfInr/APWryaaeS5neaVizuckmorvULm6unuLlzK79Se3sPaolu4j1yv1rtoUVSXmc1aq5snopodWPDA/jS1uYC4zUEgycVNmom5cmgBicHFK3WmKcS09qQxw6U9WIA5qLdjAp4oAtRXBDDkgjkEV6n4I+Lt7pJjsddZ72x4VZ+ssQ/wDZh+teRg4p6SMOhpWuB9l6bqdnq1hFe2Nwk9tKMo6Hg/4H2pup6tbaTbma4bH91R1avCvhN4nvtMbUbURmaz8nzjluI5Oin8emPbNb+p6lcaldGWaQuT0row2FdZ3exzYnEqkrLcu634hu9XkIdikAPyxKePx9axuaULRtr2oUowVoo8edSU3eQh6CjrSkYoqrEiYppFSCgjNADYZDbzbgMqwwwqcanAXYIJHIOOEOPzNRYzRtFJoaZU1SS71CA28LC1iYYZx8zkeg7Cq2n6XDZxhVOexJ71qBBQYxiiyuF3axVORKyFSfQK+38frWVrMky6dHeIW+RtrkjGVzgNWxICh3AdqbcRx3tpJCwyHUqc+9ZVqSqRaZvRrezlFofoM6JYPezEEKOh7msTUtSM9wWYjHXFV4nmsNJjtZiQ+SzD09P8ahtbR5y0sg+8eB6CuPC4f2Udd2d2KxPtZaPRFEm5S6NzYv5bt99WGVce9dBY6lvUC5t3ifuVG5fz60kdio6D9KtLBtAFdigcUqly6skDrxIh9OapXoH21MEFfL4wfeneUO4B+tIIkXooFNxJUhFQU5RinBadjmjlC4nWnqSpyDzTcUoOalxuNSsdRoHjC800rDcs1xbf3WPzL9D/SvSLDU7TU4BNaSq69x3X6ivD8kGrdjqt1p1ws1tKyMp7d/rXFXwilrHc66OJa0ke5UVz3hvxLDrcJjYCO6Rcug6EeoroO1ebKLi7M9BNNXQtFFFSMKKKKACiiigAooooAK4r4l+MR4R8NvJCy/2hc5itlzyp7v9AP1xXZOyojOzBVAySegFfJ/xG8Wv4r8V3Nykm6yhJhtV7bAfvfieaaA5SadppWd2LOxLMzHJJPUmojxSZFI7fKKtCsK3TPtRGPkzTZSdiqOp4qXbgAelMQ3tTTSnrSGgBoXLZzijMgON5NPQYFB+9SGNZCw+8fzpiRjnIzVnHy1F0egBFUKRnp3olIYYAHXOe+PSpCMmoZDihjLGnXs9lPK0DlS8TRsQexpybCrhyQcfLUNsu2Muf4jxUyAluakdxPL45qB4VPFW3PGKiI4qiSCGFd/IzUrwp6frSxjBzT3pgMEajHA4p/akFLTAi/5a/WpH7Ux+HU09uRSARh8uacvSmv/AKlvpSp/q1PtQA6lUelJ1FdD4K0xdT8U2kcozDCTcSD1VOcficCmld2Buyuei6HpS+HvDsNq0YW8mXzbk5ydx6L+A4x65qRVwdvXHT6VZu5jLMWY5JOar5xtPpwT7V79GCpwUT5+vU55uRIBjrSnGfekJ6L3oPPNaGYbfam4xUlIQM0DGUtLikIxQAUUhpPxpAPHvThiox0pc+lAAyjHPr/9asve0F86EAKAWP0FahYFCPWsy6jFyjtkhX++f9kDJFBUWuplxQPqVy00nEW7P+9WukSrwBwOKq6dcJOxQLsIXITGAB/nFaIAApLVXKndOzIwmAKdtp3XtS0Eke3ikK8U+kpDQ0A9KXFKOtKBzQMaaMc04gUqjJzSAjcgdaYTTbhsTqtKTgMT0FSy0jT8O6o+lavHdL0B2sPUd69ogmS4gSaNtyONyn2rwDlWx3XjNereBNT+16W1s7ZaHBUf7J/+vXmYyn9tHo4Wf2TrqKKK887AooooAKKKKACiiigDz74weIzoPgiaGKTZc6g32ZMdQpGXP5cfjXy65ya9W+Out/bvFkGmIcx2EOG543vyf0215MTk1UUAE8U1+UxS01z8n41QiRfmmX0UVIxIpkPQn1okbtQAmc0HpTR0pw60CHoOKQjDU4dKQ0DHdqjYc5qXsKQjNACen0qtKN0gX+8cVZ5AqOJi0rDHC8596TGTcDC9hxT04NRnAxkeuaepwtNAwemN0pxOaY1MQ9RxQ3ShelI1AAvanU0U6mBG/anj7ppr/eFP6DFAEb/6tvpSpkRr9KR+I2+lGflUe1ICRSBnNeifDK222+r3xxwI7dfxyx/kK8464FepfD9dnhO5fGDJeHn1wi/41vh1eqjHEO1Jm4TljQT938qBy1MlP7lyOq817h4JIwwynjGNp9qeMMvy8+9VLmQm2DK3DgAmrEKiK3AYgBRk0DH7ucd6XnqajilMil1GE7e9ScsKYIDTTTqQ0AMNIDSmkzQAtB5pBR2pALgE8VEiL5DxDnIKkVIGwRmoIs7h7uTQCILKzSFN6J8wG0kk9PSragMp4pUBUmk2nNCVht3d2JtoxinDOadSAj5ppqXFDAcUDRDR0p+Ka1Qyhpf1pUcZ4NMbFRng7h2oTHYiu+Lxf93NOyOvYDcf6VHctu2uewOaiaUiBeOX5x/KpL6E2cRKf7xzXW+A74wa5HFn5ZgUIrknI3hRyEAWtPQZjb6xayg42yKf1rCvHmg0b0XaSZ7nRSA5FLXiHqhRRRQAUUUUAFQXVxHaWs1zM22KFGkc+igZNT1xnxT1RdK+HWrSFyrzxi3j29SznGPyzQB8weIdUk1fXLzUZSS11M0vJ6AngfgMVlZp9wfmFR9KpCQp6VC54/GpAeoNRE/NTAtJ8qU08tSBvloDc0wHUd6SlFAh4opBS0DHjpRQOlFACH7tMtxhGb+8ePpTnOEJpypsRV9qAGscnFSdAKbtyaewxxTAjopRRQAtApexoFABS0UtMBh6ihxgA06h6BELnMeRRkcZ9KaAA7Ie/IpC2AAetIZKvLZ7V674Pj8rwJZnAHmzSvx3+bH9K8hjOBXs+gKY/BWjoQB+438e7Ma6sGr1UcuMf7plo9RUEhCTjP3XGDU7/czVe7XdEGA+leyeMZd1cG1gdJFLRRNiRe+w9/wqdZJJoYoC+7e+NwP3lxnP4io7sh4kutu4KNky+q1HpQ+zy/Zi+6OFt8R/2GHA/Cs3uaK1jfVQBgcAcCn4A6mo433IG9elSbh3FaXIF29aQj0p56UlAELA0wjAqVgP1ph4zQIbg0GlBppJoACMjFRKD5gPo5H6VNnjFJwMn1Of6UDFAO7NG09e1Ax2FLk59qAE20YxTs56jFFIY09OlDfzp1IcdOlAyM9c1Gx5PNPbrUT1LGhjH8qgcnBx1p7HioXfaCT0rNmqRUuJlfyUzhZHww+nalSXz71mHMcHJ927D+tY8900t8ot8NKQUiHYf3nPsOlbdnCsMCRIxIXkserMepNJO7KasidRxk9at2bFJ4iPvbgarhQWC+lTwc30Y7LSnsFPc95gbfBG3qoP6VIar2RDWNuw6GJT+gqya8F7nsIKKKKQwooooASvEv2gdWxDo+jo3LM9zIPYfKv6lq9tr5X+MGsnV/iJfoHzFZBbVB6FRlv/AB4mgGcFICR9KaDkfSnjkc1ETtaqJQNxzULEg5FTkZFQsKYx6tlaevXmq4bHepUbcKEwJqWmZNOHSmA8U8CoxUg6UALRRRQA1ug+tXtOtP7Q1OG1DbfNbGfw6fWqTfw/WnoxUgg4I6H0oA0Nb0saXcQqFmjMibjFMMOnPf61mljUkksk0m+WR5H/ALzsWP5mo26UwEBpRTAakFACigUClFABS0UUwEprk0uaYx60CIZDhkYdelIzZbntSO2fwpinJqWxk6n5T7V7xHB9k0mytgMCG2iTpjooz+ua8OsIGuL62t1GWllRAPXLAV75fkG5kAxjoAO2K7cCvfbOLGv3Eig2DGRTD89uw9KkAGMVFDzvX0OK9ZHkmYrBBvbmGT5X9qwrmWTSNRUOxNqwKhv7qn/69bikR3dxayAbCM4NZOpxeZC1rMwGR+6kPr6GonqjWGj1OntZN9tEe5QVaVunrXOeHLtrq2JdGVosQsh7ECugBoi7omas2iwCSelOIHXHf1qONuOTmnk5OO461VxEbDFR4qQ0wrx1ApisR4weKYe9SEU0gDIyKAE+73zSHnH1o7daB1pgOHBHWnD0pBjA6cU8YBNIYmOKD0p3sBSHHIoCw0mmMakJqNiD0+lK5RExPWoGY1K+TnFQOcZFRJlRQwmsnWb1bW0PJ3yfKoXqSfStJjxXL63ckalFHs+6pYN6Z4/pWUnZG8Fd2J9Ng+zjLYM7jDEdFH90Vvw/dBHbiufsG3MDXRQD5BVQ2FUJ4wF570tqxEkkvoDj8eKY52xEDqaVPkhA/vEUS2Ji7M9y0STzdEsm/wCmSj8uK0K5/wAH3Hn6Ei942K/1roa8GatJo9iDvFMKKKKkoKKKKAI5JFijaRztRQWYnsBXxTqt42o6tfXrHLXFxJKSBjOWJr668b6omjeCdYvWYqUtXVCOu9htX9SK+OiMDFNCYwcUjDNKeKMcUxDBkH2pknNSk4qJ+lMZCR6Usb4ajpTcDdmpAuDkU4VFETipA1UgHg1IG4qJTmnimBJRTc0BsmgBW6j604EU1uopaAEJw1BOVoY8GmD7poAUdafUWaepoAeDThTKcDTAdSZozQaYDTUb4p+aY/NAitMMDcPxoSm3HGPrSxHis+ozo/BtsLrxhpMTZ2/aFc4HZct/SvYrly8pPqa8i8CAt430dQxXNxgkem0167cRskh7j1r0sB1PPx3Qr4wRUKHZeOhPVcip+p96q3X7to5v7pw30NemeaZ2rMIJob3HyqfLk+h71lX0iODBKQUblGrbuwk4ktpOVkHB964fUZ5oITbsf3sJ2g/3gTj+tZTdkzalHmOv8MwGHRYCSC7kuXI5bJ4P5YrcAJHUVBYwiG2iiA4RAv5CpzEvp+taJWijFtuTFDY7inhs96ixjpSg49KQ0PLDmmk89zSFu3FByR6UCGE5xwcUxj2NPwQe1NKk4z9aYDAfr2p4PQ0gXnt/kUBeDyPamA8fxcHpTgeuKaOnUdDSjhqBi7wSMikyCetNA560HocHmpGgyR3qNj6049OtRPnmpZSGs2DUEjU9jUDVLNEhp5rlvEyFLi2k7Hcv9a6jFYPiaHzLJSOqyL+XSon8JpTdpor6a2SrV0kDgKAa5fT2G7g/KvAro7R9zBc5P3ifQVUHoFRal5huZV/Ontjeo7A0iDDbjSdXz705ERPSfh7eb0urYnnhx/Ku6rzD4fgprJ3MQSjDFenV4uJVqjPUoO8ELRRRWBsFFFFAHG/FF7FPh1q5vlDRmICME4PmZGzH44r5OcYOAa+s/iZpEes+AtSt3co0aiaMj++pyM+3avkyaJ4pWR1KspwQe1C3ExhptOGR1pCc1QDCKjfpUp6VG/SmBCetdX4G8IweKzrvnSyRtp2myXcQXADOOgPHSuUClnAAJJ6AV9DfCzwheeGvA/iTU9ZsWt57y2cJFLw3krGx5HbJJ688VIHz9HJlQfUVJUKjpjpUopoB61IKjWnjpVIBc05BzmmE1JH0oAU8mlxRS0AMbrTR0qQjNR0AJ2oBxTlHFMbg0AS9RQp5pIyCKU8UwBiQetNyaeRkZph4oAWmkUc0mDQBWuhwPrRH0ouegpkLHAqAOn8FzGDxjpDhdxNyq4+uR/Wva7pSkjK45BrxPwZIU8ZaMy4z9rQcjI64r6JuLFLxMH5XHRq2o4tUJWlsyKuEeIg3HdHKMu0kiopgkkLKTnIxWhd2c9oSJEO3+8BwazZ1XGT+Y617UKsZq8Xc8SdKUHaSsc9dzMiYOd8Z4PrWHq0SX15aMpAcypn3+YVvaiigE7ufesSwjE+u2qDBVX3nHtUTaaNaatqjv0XHHpTqFH607GOtbp9DnGEN2X8aQo2ealXIzTiBjPtQwRDswOevpSFe/Bp+CB15NG0+3FJBYhKHrTWXOTUwHOD9KaR19zTERYx196Qjk8etPIOD9Kbzg9e9MBoHBHenAd89M01gc9eMGnDAOO3NIYgOSPXigHbhqMYcY9RTTwMe1IYNgk/lUTHj3HFSsAQSPaoJDg/hSZSI296jPNPIxTMc1Johp4rE8RuE0qd/QD+YrbIrB8SIZNMZAfvMo/Ws5u0WaQXvIw7KUoEjQbnPOPeussFMagE7mJy59TXJ6dH5U2cnd69K6uxwAM80qT0LrLU1VOR9alRdp5pkILEKoJJ6ACtq20lyBJccDqF/xqa9eFKN5BQoTrO0UaXg9ZDrtuU4G45Oe2Oa9TrzjQsRa1agDA37ePevR68adf2z5rHquh7FKNxaKKKkQUUUUAcz48nEHhC9H/PTbGPxIr531bRI7/dLHhLj17N9a91+J1wqaBbw5+eS4BAz1ABz/MV5PFGCea5a1RxnodlCmpQ1PNLqxuLOTZcRMnvjg/jVUrXrrW0U0RimjWSM9VYZFZVz4L0m5BMay27H/nm3H5GqjiV9oU8K/snmZBpj9K7e58B+UCY9Q3D0aPn+dUbHwbLf61aadHP5j3EqxgIuDyeTz6DJrVVovYwlRlHc7P4HeA4da1CTxHqURe1sZQtrGw+WSXqWPqF4/E+1eu/FW+On/DPXZlZVZ4PKXJ67yF498E10Gg6Hp/hzRrbStNh8u1t1woJySSckk9yTzXA/Hy5WD4cCIjme9hQe2Mt/7LVmZ8xLT6Yh5xUo6VSEKtSZ4qPOKUNTuAucmpk6VEo5qdaYAetLTT1pRQAtRnrUlNagBF601xSjrTyMrQBDGeamIyKg+61Tg5WmADpikI5paKAGUlONJQBUuegqKLoKlua2IvDsj+CG8SLJmOPUPsUke3plNwbP14qALfgiMy+NdGQf8/Sn8sn+lfSMZr56+GsQn8dad38vfL1x91Ca+g0JGK5cQ9Ud2FXustbVdCGAIPY1hapo9o6syAxt/s9K2921KydQl4OaVKpKDvF2NKlKFRe8rnnetWvlFvmJHtxSaLHbQzwQIM3EltJcS7hnA3qqYP8A31UmtlpJdi8knGKqaERN4t1B0YFIrZrcDB42eWOvud35GvTo15znFSfVHk4ijCnGXKujOrQcUpNCdKD1r2keG0IemKeBlSD3phPBpV6imxIdj7tIfut65oIyDz0pG6tz70wYwj5x25pAORyMU8jJH1ph6D2IoEMJABFRnoQD/nNPfrnHpTD1pgBP5/8A16Q8fkaMZU/570YJX/PegAI6fWkzx+dKTx9KYvTpzikUBOR+FRSA7R9KeeT39Ka3PFIZAemKaaVgc02oZpEO1WdI0AeItTOnscboJGVvRgvy/rVb8K7X4aW27WLq4I/1cG0fUt/9auXES5YNnTQV5o8f1DSrjSNUe2uAA6HBAOa6XRNPa52l22rW58VtJ+z68l0i4WX5jj/PrWboT4QV50sVUjH3T1KeFpyd5HZafY21ooMUeW7s3Jq1MOKitHBjB71LKcpXm1JuTu9T04RUVaOhFpzbNVtm7+av869Kry2KXyr2JvRwf1r1FTlQa1obHNi1qmOooorY5AooqGaVYIJJXICIpZiegAGaAPKviRqK3WtxWSAf6KmC2c5ZsE/0rlIIuM1Je3Uup6pPeTEF5XLnAxV23gGzkda82tLmk2epSjywSKxUCmlytWJ02gms2Z8E81mjQhvZ8qecV2Hwm8P+ffXHiC4X5IswW2R1Y/eb8Bx+JrhjFLe3MVrApaWZxGijuScCvobQtKj0PRLTTYiCIIwpb+83Un8TmuyhG7ucWIlbQ068P/aMutumaDaBj888spXsdqgD/wBCr3CvnT9oi7aXxNpFmHBSG0aTb6Mz4/korqOQ8aT71TrUA4NTDpTAdjNGMUgNLVCFXrU6dKhFSrTQCnrSiigUALSUtJQAnen02lFAEMq45p0R4xTpBlaiXIamBYPUUUAgijtQA1ulNPQ1IORTGGKAKcw4/GvaPhz4dfxP8FPEmlQ7ftE12Wg3dPMVUZfpkjH4143IK+hP2d5Q3hbVoe6Xwb841/wrNged/CnTJo/F16bmExyWVu6ur8FHLBcfo1e2xDgGsv8AsA6R4o12faAt9crLGR3Urk/+PFvyrWGFi9wK46rvM9LDxtTGSzAcZrG1Kb5G5pt1f7bkIeM1Q1SY+QSPSktGaPYyLGAXusru5SM72/DmtpYY4/P8tFT5WYhRjnINUPDK71upvon+fyrUYYMv/XM/0rWEn7eC80ctSK9jOXkyovAoJoB5IoPWvqz5ToAI64zThg8jg0wdc07IPsaoQvU9OtJnBHGeKXgdD3ph7H2oELnvjrimHAIGKU8Y68U1mOR9KBEbEEdPSjHShc5xikAPXP8AnFMAA55FCjOPwo6YP+elAJ3df84pARkfJ7//AF6TI/nTtxBxj0qJiRnigpAemc00jgfnSkjH4UjH5eAelIZC9RmpW6VCxqJFxFUEtjGa9O+G9r5el3dxj/WShR9FH/1680QV7D4KgEPha0P/AD03OfxP/wBavPxj9yx6GFWtzK+JWlC+0AXCrl4G/Q15Ro8hR9h9a+gtTtVvdNuLZhnzEIH17V89MDbas8fT5q8qWx6lF6ne2L/uhmrjnK9aw9PuP3YBNasLhz1rnkdyKl0NhVweeteo2MnnWUEuc741P6V5teJlDxXb+Frn7RoEHPzR5jP4H/Cro6NowxS91M26KKK6DhErF8WzNb+FtSkXGfJK8+/H9a2q5/xv/wAidqP+4P8A0IUpbDjujxu2A3ityFcqPpWJbffFbtuflH0ryWz2UtCrexnYSKwbjIY11NxHujIrAu4cORQiTU+G+ni/8ZxSv920jabHv90fzr3CvKPhXbka5qE2fu26rj6t/wDWr1evSo/AebX+Ni18ufHO5E/xJmiGf3FpCh9yQW/rX1GelfJHxbuftXxR1tu0bpF/3zGorUxOHPWpAeKjPWn+lNAOzSim04dKYh/pUqdKiHQVIpxVIB9LjFNp1ABSUtJQAU6m06gBGGRUB4NWKhkFAD1PFOzUUZqQ8UwFB5p7AYzUealT5higClNXvH7OR/4lfiAd/tEP/oBrwudcGvav2ebjyovEcZ+6BDJ+QcVEgPRNRm+0a1MxOVU7F/Cobg7UbHYVVEheRmzySTUruPLbPUjmuC95HrKNoJHFaxI4vAyHlTk/SreqvFFpfnu3Dr8o9eKTVYgZtw7jpWJq9ybt1TOEjjCKPfvWyjczbsjd8Kp/xJWbH3pD/Kr7qczj0ib+lVfCqbNGK9hIcflV2QgNOPWJqzi/9pj6ozqf7vL0ZmZpCeKMckGjvX2B8iwzS+uKb0NOGfXigSFIwRRjg/Skzn8eKUEDPufSi4MD3/GmHgHipM+nvUZ6H0OaoQwg78445ppxg4pzYJ2nGeRUeR60ADZwfamvkEnHY0p6YzSNyre2f50hoY33h9ajbkDA5IqRj8w+tQkn5T6ZFIpCZ6Z/GkyRxmjuQT1pDjofzpDEbnJ6VC3Dc1MCCCAcexqJhk1LLiSx8sK9s8NJ5fhvT19IVrxOAZkX617noqbNFsl9IE/lXmY3ZHo4XqX+1fPXiy2Nj4suYxwBM2PpnI/nX0LXg3xE48Y3JA6OCfyFedLY76bsxLd3WIEZGRxW7pcjMuCe1YNjLuXYccrkGt3S0IGawZ6Kd0asqboq1/BVxsku7MnI4kX+R/pWTJJtj9qi0O6Nr4it3Bwrtsb6Gpg7TJqw5qbR6bRRRXWeYJXPeOP+RN1H/cH/AKEK6Gue8cDPg3Uv+uY/9CFTLZlR+JHjNs/zit23bp9K523OJBW5btwPpXks9pGiV3LWVeR4YnFaaH5ar3MYIJpozZufDIY1bUv+uMf/AKEa9O715l8N38vXL6LH37dWz9G/+vXptelR+BHmVvjYV8WeL7lrzxrrlwzbi9/Mc+o3kD+VfadfD+rtv1u/Y8k3Mpz/AMDNaGRRI5pfenkUmKpAHWnDpTQaVTTESA05aYKetUgJKdTadQAUYoo7UANNOHSkIpVoAWo3FSU09KAIBwamHIqM09OlMBaehwaZQDg0ASTLkZr034HXgt9R8QwHA8zTxIP+Atj/ANmrzVSCuDXW/C6R7fxhKoBKyWUqNjtypBP5VE9ioayR6/G5RyMGpicIT3PWmRkMecE+9OnPyHGOlecj2GYWpjOTXMTpl2Hr3rqdQXMfTtXMz/JIwrpgc09Dq/DiFNHAPXef5Cpph87H1Rv5UmiEf2WoH940+Y/vAP8AZb+VYJ/v16oJL9w/RmUTzR3oPWjmvs0fGyE70/bTakHTPtQCGLjJ9qbjAHuacB8tL0VfagLCdwPemkDjNSNj170xhx0piIWPTjkYpoAyKe47/wCetM4z3oAae/tSN0Jzxg04DpyaaQMMKAImPz8cjNRO3A4HU1MfvYPqKgcdx61LZcRp6A9/alxlR7U0c07kVNxjCdrEGkbPHpQ/BJ9aU8oOfwpFoktv9eB717xYrssLZfSJR+grwa34nQ+pr3y2/wCPWL/cH8q8vG7o9LC7MmNeFfEZDH4vuSejFT+gr3WvHfilaH/hIUlH8cKt/Mf0rgex20/iOc0tmkZR2FdhYxhYxgVyejryOK7SzX5BWEjvgOn+4eOKx9xiuElQj5WyD3GK2ZxhiD3rEugFY7QM9qx6m61Vj1+CQTW8cg6Ogb8xUtZXhyf7R4fs3JyfLCn8OK1a7U7o8eSs2gFYPjNS3hDUwP8Anl/UVvCsfxShfwvqSqMnyGND2CO6PC4eJRW1bkcVhqcS/jWtauTivJlueynoa0ZGBTZhkUR/dFOkHFCEybwnL9n8Y2XzhRIGjOe+VPH5gV65XiFvOLPWrK4LMqxzIxK9cZ5r28dK78O7xsediV71yOd9kEj/AN1Sf0r4buH33Ekh/ict+ZzX25q0nk6NfSjqlvIw/BTXxA3IB9q6DnJMArTaVDkYoIqgGUq9aDQOtPoIkFOHWmDtT1oQEgp9Rin0wFpabS0ABpBS9qb3oAdQaKKAI2FIvBpzU2gB9JjFKKGpgOVsV3fwwRW1+9lxllsyBz0y65rgh1rvPhbk6zfgf8+n/s4qKnws0pfGj1qAjGTUknzIc/gKhtxxk9KnIOMnpXmo9ZmNqK4Qcds1yN6/+kHFdjqZJzn0rh71j9obHrXTA5qux2+hc6Uh/wBo/wBKklYmfHop/lUOiMRo0ef7zUrODcN/uN/KsUr4hLzQSf7h+jKRHPNJ3pTjcaTIwa+yTPjmLjGKduyfamkA8frRtHY0xChuq0gGRgk5FL1zzg0nUZ796AuL2/CkJ4NBPemM2M8+xoEMduTyOQai3Y78ZpSST9aZyV79PSmA4N8x6UnRc+39KMc9e9J2Iz1HpQBG5545qCQkA/Wpm7VA/fPrUMuIxePxqTdTFwDSnPakUI3Q8U1SMYxSjkHrTehpFolhPzofRq98tTutYWHeNT+leBw859q940xt2l2jesKH/wAdFeZjd0ehhdmWxXmXxPjD3dmwHJiYZ+jV6aK8/wDiXFlLF8dnH8q897HdD4jidHi6ZFdbbrtUe9c1o6jcvpXWKMRg1zSPQjsMnUEc9e1YF2RuJYc+1bM7ExkelYd10J71kzaJ6L4Lff4ci/2XYfrXRdq5nwNx4eH/AF1b+ldN2rth8KPJq/GwqjrEJn0a9hQZZ4HVR77TV6msoZSp6EYqiD5wPEgrTszg1Uv7f7Lqc8BBHlyMuD14Jqe1bmvKkrM9eDujdhYFalf7tVrdsirT/dqSmjD1Lv8ASvdLQlrSAnqY1J/KvC9RG5gucbsCvdoV2QRp12qB+ldmF6nDiuhV1pS+h6gg6tbSAf8AfJr4jb7i/SvuS6j861mi/voy/mK+H5kMZZGGCrFT+BxXWchFEealPNVwcVMjZqkAhpKkYYzUZODTEOFPFRg81ItAEgp9MFPpgFLSUtABSUppKACgUoooAaaYetSUxqAHJTnqJTUvVKYDK7T4ZylPE8q7sb7RwB6kFT/jXFZrq/h24HjG3H96KUf+OE/0qZ/Cy4fEj2q2PboParRUEdaqWvLAMOp7Vck2qh2kivMR7DMLVH4Yj0rhLqTddgDu2K7bVXGx2PYVxlvH9o1NVAzlq6aRy1md1pyeXpMA9VLfmaYMF5ieycfiRVxkEUSxjoihfyFVMDy5zjnKAfmazw3v4mPqTiHyYaXoVTjceKTv0p2PzpMV9gj5BicHrzR8vuKCMf8A1qXnOcZFArCYB6g59aXd0OOvBoPIxn6U3147UAB+vOKibvmnkjqPxqM8/jTQiNsAcdf/AK9N3c4xgdKcB2/z0phHGcGgBeKRiP60hI6CmNyvXmi40MYj8ajbPP509gMU32PpipLQ0fdoJFJjA60FeKQxB3NNanDA4prd6RaJbc/vQPWvctDffoli3/TFf5V4TCcSqfevbvCr+Z4bsj6Jt/ImvNx3Q78L1NmuN+IcBk0mCQDhJCD+I/8ArV2XasbxNafbfD91Goyyr5i/Uc/yzXns7YuzPL9IAAGO1dMT+6wO4rmdO+SYp710inMY+lcsz0obFaTKrnPynrWLfNhiF71tS/KpJ6Vz94dsm3rzWTZvE9J8D5/4R1M/89G/pXSiud8FJs8NwepLk/nXRCu2OyPIq/GwoooqiDxTx7Zta+LrliDtnCyqfXIwf1BrEtjhq9C+KFgGt7LUVHKMYXPseR+oNedQHDV59dWkenhpXgbVq5xVxmJQ1nW7Vc3fLXOjcprELjWLGFhuDzxqR6jcK9z7V4vo4z4r0sf9PC17R2ruw3ws8/FfEirqV9DpemXV/cHENtE0rn2UZr4ouZftNxNPt2+a7Pt9MknH619M/G3WV0v4eXNqGxNqMi2ygddudzfoP1r5iBzXWjlK7Lg0IxBqV1FQsMUwLAO4ZppFMifAwamI4oERd6kXrTCMGnKeaYEop4qMdKkWmAtLSUUABopM0UALRQKKAFprCloPNADKkToRUZyKVWwaYDWGDW94HlKeM9LwThpthx3BUisSUd+xq74bvEsPE+l3Mhwkd1GXOM4XOCcfQmlLYcdGfQNsshIBckei1cfcVI2nHvVS0by7grnvxWhK6rEznB715fU9k5XWnAhdDwayPDVt5mqByOEO4n6Vo619xmORk9DT/CsQWO4kIweg/H/9VdCdoNnPUV5JG1NVPB8qVu25R+hq1M3WqxJ+yv6F/wClTl6viImePdsPIqk+1OAph5PWlU4r64+QbFPvnFBHc9ex9aX8DR+FAXExwf0ph/8Ar0446nimk8Z4z1piEx2xUbAY7f4U8n6Uh/D8BTC5EcDtTSCR3FSY9jTW4GSTQFyE8DPPvTW4I54FPPXimHrkk4pMdxjcZBpvJ/nSntk9KTBBx9aRVwIALUxuBTyOp9qYeQPWgY0jmmmnkeoqMg/WkVFgvDCvYfAs/m+H1TPMbkfnzXjmcGvT/hzcbrW5gz0wwrgxivC53YV+9Y7umsodCrDIIwRTqK8s7zyS5sjY6vPbkcxuRn27fpWrFzFj1q74stBFq63PaWMZ+o4/wqjCf3Qrmqbno0neKZDPwrLnpXO3eDPu/MV0N58rbuxGK5+6O2Y5PB7GsGdMT1LwkB/wjVnj0b+ZrcrJ8Np5fh2wXGP3IP581rV3x2PHn8TCiiimSZPiPTxqvh6+tNu53iJQd9w5H6ivCYsq+Dwe4r6LNeD+IbNdP8TX1sqlVWYlAf7p5H865cTG6TOvCSs2hLZs1fU5FZcBrTi5GPauE9Al0T/kb9M/67j+Rr2YV43owK+LtK95x/I17HXfhvhPOxfxo+dP2gNa+1eKrHSFclLK28x19HkP/wASB+deSK1dN8Trs3vxM16U4+S6MQwc8IoX+lcoprqRylg8ioXSpV5FBXNMCr901NHJuGDTZF4qIEq1AFlhxSKaA24UgGDmmImBp6mogakBpgPoqPNGaAH0U3NLmgBwopuaQtQA/NJmo91HagB5INIOtMz70UAWdoaPHpVbf5E0cn9xw35HNSxvzimXK7lpgfRkTRTzqx+UMd6knseR/OtGZwYMKODwD61zPhi7a+8OaZeSHLvbIDn1X5f6V0bn9yrtxxxntXmS0kexB3imcvrn3tuc1e8Px7NMLY5Z/wCQ/wDr1R1rAYDoTWvpSCPTIvU5J/P/AOtVzdqRk9aiFuDgGon4sE/2nY/yp101RTcWcAz1Bb8ya2yqN8QjlzOVqDK3UUoFJg5p4HHNfVHyonQ4o9iaXHNGKQhnJHt6UmOOaf1xTW47VSAZx2NFL0pCDimIQgkcd6YygdTxUm7B5qvPISRgYHrQFhjEdfSmH3o9u3Sk7c1LKSEIzn1pMYPIoyMdDmgk570hiYyMD0ppBxTtuelKcdxxQMhIJFNOORipsDHHFNI/zilYpEJrtPh3dGPWjBn5ZYmH4jmuMYYrY8MXw0/Wba4Y4VXG76Hg1z4iPNBo6qErSTPb6KQHIyKWvEPUOe8WQCWwjlxny5OfoR/+quUicAmu81mLztJuV77Nw/DmuBB+c+nesKyO3DaqwXjBoGB9Mg1zdwDIcHpW7PIZFPQH09q564ctKQvb9Kw6natj2jSYzDpNnGTkrAgJ/AVeNQ23FtD/ALi/yqY13I8Z7hRRRQIQ15N8SrL7P4gt7sYxcxYP1U4/kRXrVcH8TrMSaVaXmBmGbYfow/xFZVleDNqErTR55B0rQhYcVlxNgVcjkxgV5h6pp2ciwa1YXJxtinRjnsM17F2rxCRg8ZHqK9g0W8F/otndKf8AWRKSPQ4wf1rtwst4nDjIWtI+NvEYZvE2rM2cm9nP/kRqysEV2nxM09dN+ImtwIu2NrgyqMYHzgNx+LGuTKA12I4iON8Gp+oqu8ZU8UqMR1pgSOuaruvNWgcimOlAFdXIOKmVtwqJ0xSK2DQBZWpBUCtU6EEc1SEFFO2ik20AJmjNLtpCMGgBQc0m3NApynmgBClN2GpKKAI9lJUhIphoAbnFTAiRMVCw4pYmw2KGB7P4BmLeDbBSv3Wkjz64c/412U+GtQD0HSuM+H6hvClmd+QJpRj0+bpXc3aB7IMoyBXn1F77PVo/w0cfrJLzIw6fWugtfl063H/TMVz+rg+aMVuwH/QLcdxEv8qVX+GhL4yvdv1PtSXnBiQDhUA/Sork84xU+oBluyGzuAAP1ruyZXqyfkebm7/dxXmVh0p4zgdxSD6UuSa+jPnWBB+tN6dqdSg/jQJEZY+gqNiSeRUj9elRkc0xBuFBpABQSAelFwF25qOSPIp+QOtRySqI2PoKLjIcDrTTjPFR+cGHSlDjPQUXHYCpoKkYpQwOOKXI9KBjdpyaXHanDGM0cEUAR4J+tMYHmpSw6YprEelJgiuwOKWLPzfSnNnaaSHl8VnPY3p7nvGmMzaVZsxyxgQk++0VbrP0J/M0Owb1gT+VaFeA92ewthkqeZE6H+JSPzrzd4Tkg9uCK9LrgbhQt5cp6SsP1NY1VodWGdmzFlVsZxgjjNYT4MxY+tdJfERWpY8tngVy84KtuI43Zrm6no30Z7tCMQxgdlH8qkqC1JNrCScnYvP4VPXceKwooooAK5rx1bfaPCd36xlZB+BFdJ3qhrNob/Rry1Ay0kLBR744/WpkrxaKi7STPCPunipVkO6qxLKcMCCDyD2oV/mryrHsxdzRV+K7TwHr6QM+kXThUOXt3Y4Ge6/1H41wiH5adjI5qqc3CV0KrTVSNmc18a8f8LNv+n+og/8AQK853hec17RcWSalIWvEE5IC5kG44HQZNVpfA+iXafPZqp7GM7f5V2RxKfQ8+WFa6nkQnRv/ANVL8jdK6TxT4Vj8Pzo1uzvbyg4DHJWuZePjKnBrqhJSV0c84ODsx4FOxkVAHZTg1IsoNUyRWTNV5EweKtAgikKg0gKqtipkemPF6UzaVNMReB4paqpIR1qdH3U0A+iilFADcUAU6igBKKWigBu2jApaYaAGv0qINtNSP0qHvQB7h8PSjeC7HZwfMmDe539f5V3eCbMLnI6EVwvgLa3hDTUQgAK7N9d5z+NdxE/ybT0HTB61wVPjZ6tD+GjmtTtgCc/dI4NXIyBawg9o1/lU2uQn7G2wZI5FU4JPMsoG9YxUVf4aHa0yzpNp9u120hIyhkBYH0HJ/lUepP5uoTyAY3Ox/WtLw2HSTULuNN0lvasV9if/AK2axDPHJJnzUYn/AGhzXr5TFKLkeJmsnKSiugAcdRTsAjqKCygZLDHsarzalY27ATXcKE9AWr2ueK6nj8kuxPs/2h+VIxVRyf0qq+r6akYdruMA9DzVOTxLoyHBv4ifQZP9KXPDuJ059jSLoepb8BTGaP1f8qyW8V6SPuSSSHPSOJj/AEFV38ZWSthbS6Y/9cwP60nWprqCo1Hsjd3J/tn8KQleyvmsJfFsLfdsLnpnnAp58VRZA+wXIJGe1L6xS6sr6vV/lNnKnpG/51FNGmOUfH1rOHii28sO1rdgH/Yz/WpJNZgktrS5SC4aO5BMQ2gE4bbyM8c0vb0v5g9hV/lJdqA8RsR9aUe0J/OoXup4ywNlKuF3ZZgOKpDX5SJP+JdOBGcEsRj8D3o9vS7lLD1X9k1ASP8Alj+tODE/8sP1rITXrqSQImnNyM5MgxUses3cjBUslyR08z3+lH1il3H9Xq9jSyx48o4FKAO8f61nDVr8Ek2cYCnBJl/+tQutyEMJI7eOUdEdz830IFH1ml3BYar2NPy1J+5z9aDGi/w/rWT/AG8HbYYgpC5JzkdAeCPrUsGoLcZwqcYz85HbPcUfWaXcf1ar2LUhjA6HP1qBZVRx+7zz60PdW6na0chbphRk5qGPU7PzMLbzswOPmAQA/UmolWpvqXCjUT1R7V4NuDceGbYnqhZPyNb/AGrj/hvfR6h4YeWJSircyJsbkqRiuwrxalnJ2PUhpFBXAX7D+1bgDoJWz9c1354FeezDfPLOM/PIW/WsKr0OzCq8mZ98Aw2kdRnmudO4yyIfSt6+kOCcYIrnmmAnziuY9C2h7PoswuNEs5f70S/yxWj3rF8Jlj4YsC3Ux5/U1td67VseNL4mFFFFMQUUUUAeH+L7L7D4nvo9oUO/mqFHG1uf8aw1x1713/xQtQt1Y3eRl42jIx6HOf1rzzdtPFedWjaTPUoSvBFyJs1aQA4rPhk7VfjPy1kdF7llML0qdH2iqIcs20VX1XUJNO0ue5RNzxLkD07Z/CqgruxElpcy/Fl9Z3itYE7pk5bC5215rPCYZSh7dD6iuj02QXjSATDzmJZy3Vie9TXWiSyRHcoJ7NivVpUuVbnkVa3O9jkCgPWozH3rYuNImhGeG9qz2jKNhgQfetbGaZVGU6VIsmeDTmWoiuDUMom2j1ppUUxXI61JvoEM2CnINppc0U0BJketKCPWowKNpoAkyPWjIpgU+lKFNAClqQtxRtNG00AN3UmacU9qZg0ANfpUfcVI3SmAZYCgD2D4XziXQri1zlref8lcA/zDV6Pb/cPY15z8KLcjS9TuAPv3CJn/AHUyf/Qq9PhRVTGc1w1vjPTw38JEEkCzIVYcEYrDeHyFMWMbCePbP+NdDJ8rcc1g6qrrmdD868j0PsaiylHlZpJNam94fjNt4W1a7ABL5UZ7gD/65rgrnRbV2Z7XVJII+vkSLuVM+h6iu5gvIR8PBJEw2zThGGeVJcAg+4riJVktrhkILK2cuFz19a7qCcYI8yq7zZANFuwCINUt3XKkExZwcdsc1Fe6NeIgMt7Dx0WGHAz681ae3VypjYxt/CyfzqFheAlHjWZi2d2ecevpW5kYk1hAqjcZpnOMb34P4DtzVeXy4tim3jXJzlV6D0rUu5TGqn7OxUDgqOvSsye7h2sCkisc5JWqQhsJi2/KNp5IGKljiimHRdwbNV45LcS/fG454I6VrW0cRcASDkENjBxQISOyQKEKhlJBXnpWlBZDfyikdd2OfpSJZYcSbjtTk+9WlmBZY0Q43ZyTSY0T+RCtuPMjTaPm4X0HFZxAjbR1AJVY22YGRneav3ufsoTBGccr/n2qhKzRvpak9IBuwMY+bNJDDUHMmshWZsiEE/X/ABrOurkMbiITmQhziNlP7v0/E9alvZ5Tqlw4IGxMDJxjg1Aku7cD5jbHxyMKTgcD19aYhiSLEIwx2g5B61YtpoVQsZhvA6g81CW/dI3ykZ6Z5zT1S2G8SIMdKYFtZllLCJ1BJ6Hn8ake3eVd4jt5ATjmMVUWztWYMvB6/IcYqaGFJCFErocYzng1I0VzoloTuuE55wIwVqH/AIR/T2Ks8kqg9Rv5FbS2w+UG5cqDyT39qG06JxulZ3XHyjdQMxW0XRg3IuGIAySSKhSPTrefMNmjZ7zOWwfoa15mgjikWMKMDksM/QHHesVpA1yrFdwTgccGloxo9l+GTyNpF4svDeeHIwBjKDgY7cV3Ved/C6RTFqcYbJHktj0yG/wrtdVvfsFi8owXPyoD3Y1jLRjSu7FLWtTEKm1hb96w+Y/3R/jXNseABxSjJy7sWdjliepNNYZrkqSuelRpqCsZuqK5UFSOPSudkt3a5VV5LEAAD1rp7vG1qyo9qahA3YSKf1FQtzdv3Wet2VstnZQWyDCxRqg/AVYpByKWu08UKK+YP+GjvGH/AEDdD/78Tf8Ax2j/AIaO8Yf9A3Q/+/E3/wAdoA+n6K+YP+GjvGH/AEDdD/78Tf8Ax2j/AIaO8Yf9A3Q/+/E3/wAdoA9n+Jlm02gwXKgEQTfNzyAwx/PFeSdTWRqPx98UapYTWdzpehmKVdpxBLke4/edRXJHx5qhOfIs/wDvhv8A4querScndHTRrKCsz0VZAkm0kA1sW674w2a8el8balKwZoLQEeiN/wDFVbh+I2swRhFhsmA6bkb/AOKrD6vM6ViqZ6Mt21rqLRuvHUVrS2sd9ayLgESIVIPcEV45e+PNUvriKd4LON4848tGGfr81XYPihrcAAW2sDgY+aN//i6aw807h9ap2sbVtof9nagpSQEA4IPUeldulvNJb/u1XnHWvH7zxzqd5dC4MFnE46+WjAE+pyx5rSt/iprtvCsYttPcDoXjfP8A6HXownZWZ5c4q90elXGlRsB5tsNmfm2Vmy+ErS+Q4UjkqoI6Vxb/ABZ11xg2em464Ecn/wAXSD4sa6BgWem9c/6uT/4uq50TytGpqPgC7iXdbHcf7nXArmbrRb+0YiSBuDjgVov8VtcfGbTTuP8Apm//AMXUL/E3V5EKPY6awIwcxP8A/F0uZMaTRiPE6EhkZceopmKs3Xiu6uiS1lZJnsiMP/Zqzn1SRznyIF/3VI/rSvEauWqOaofbpP7qfr/jXQ2Gj3F9YrcIRkkAKeM5XJNNK+wN2M8E4pQTV9tGvVVSYSA3Q5p0Wi3crEBRw238arlYuZGeCaXJreTwjfmTZuQH61bTwLeHG+4ijHHWjlYc6OVozXZ/8K8usjN/CM8j5Sad/wAK/KkLJqGCe4jyP50cocyOK3mmZrum+HY2bhqJ49Yv/r1BJ4CCLkXxb1+SiwcxxRPrSopMihRkk8Cuol8IpCcvcMccnjFXdJ8PxtKHjTvwx5NTNqCuyopydketeGtOj0nwzp9nEBkR7pCO7nkk1uwAtyKx9GiaHSbVC7sQpJLNk5JNbVuQFJNefJ80rnr0ly00htwuxcmsq7iE1uw5BI4q5q90I7SUjqFJqGF47rSLe6TJEsauMe4o2Za2PO5NZn0+ZtGZ9kc97FcLnoCoYH+n5Vtz3WGDcMOAT1BrmfHaiPWLAxjbIJRg/U4rYkk2pg/wjDDqMj6V30fhPKxC5ajH4msbhmtvmhY7tnp67asi8ikA+YrID9CahtbkPb/OABIpABPTn1/CpisJkaRkUqDnfjOOP/rVoY3KrqgiDsFODz9azpxHuGMFcYx+NO1C3jmdnikkUtyFOcGqCw3cMZPmo4J4BOapCJ1t4ZJSxjGc4qRbK1lYZj2NycxnpVa2e8jjJaKMnOeKupfMGUPbMMDdx3oYi0LVFYlbp12qOOoB71PbwXS4InWQMcYPWqzajEseDkEn+LsKfbXMayZV+C2cGkM1pJHVCZowwx1Bxg9KztVjB1W2aNSY1gXdkcDIqS7uybGbYSMc7gfbNZep3cqvaO0u1WsojnGM8D86nqMzryZ5dZkSMfMqY56VsWsCiKSW4IijVtyzu/DsQOAOgHNc1azNe38vmSAJjLlhg7R2pJtVN0soSHcN6pE7MfyA6DgZqnqBfkMpjkAx5aseQOgzUTu7bijgEHhabDNPNasjogJ7gc1ZiQJ87AbWHBC1RJVE92kibVxx2PfPFWGuboFWBAJOCSM/hVlYhv3YDZPy56jpx+tXIoYzGS6rlV4HqaQEVtPIyrI7EMrAYC43HnP0rQMNy1lNPFDJKif3WAwPU1TDhn2N0Ht1/wA4rRtdSW1guo0eVImUYYJkk0mUiHS1j/sy/SVVad2yg9Wxnj9K5+3jMc+GcgngjqferG8BXMTYcjALLyADnNQhHVw7HJLEs2eakZ6b8KJB9u1uLJY7Lds9hw4xXR+JrgPfw24b5Yl3N7E9P0Fch8HLgTajr4C4AEOPp81b+ogtq14W/wCep5/AVz1XZHTho3mR7wpA9e1SSDCiufutTEeuWNmOTIXZvoq/44reyXQc5zXNuejJWRm6iQqjb1zyKxZSyyZzz1BrWvVBnJOcY6VjnJbJ9cUmtRrVHstnL59lby/341b8xU9Z2hv5miWTf9MVH5DFaVdiPGasz4AooooEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV6ZoNs0mhWoC8mLzDzj0A/lXmdenaXGY9CspA5G9I4gBkZJUGtKbsyZK6Lcg/drGWxHGoJq3pcYhgErqMv6jtVe5hIaWKef5RwVzkkdqe10diIq4AGOtdGrMHsbE7o0gYMoOPzqV7hHgjRDuPBzWPFDLcSRq4G0Dk10FnHbxOQQPxNMzI4bmVrgKys3yg8dq0REpfc3PpTQY1YFMZxg4NPKg4fuQcVMmUhkuDuQA81nThlITnn9KvM4SUjjmq1wwQlywwRjFZvQ0SuYs0bSTFW5A4rY0yBUhGFwaz8jeCepNbthHmOvLr1XN6Hr4aioRv1OogAS1hGMYQD9Kub9kIx1qhE262THpj8RwasI7Sxh+mBimrWOm2hg6zeMHaOP8AebRll9B71d8JRzf8I1BBOuPKLRpzn5QeKzr1AZ52OM7k4/A1s6AfKsH443HApOV5WC72POfHEf8AxPLItkD7Qq/TmtbyfMCqACec88VW+IUYKxT4IKyqQffNaWmWrPb3GxvMnWHdHjooyAc+vWu6hJcp52LjaoZtxGsUAUB0Yc/eOM/0qA30hmWNyFygxkYz161pGWO6i3gMOcbWGD+VRz2onj+UgKASAT3xW97nKZTzF5fLZk+TnIBwTjnmoFdWLFHKhMggf4VNNaNCS5Y7ScYBz9abJAgiKAYJAOaokaHkCDDBgADgcEirTzshHXnAz17021VCF6NgknK81NNAEdMM7KT97j8M1IDZLiIBRIXGRnNSq0TkM6Yx0aohbAnGxsHuKnFuoYbgSBjOB/n2oGgZFEWQeDlevr1zXP8AiuX/AEsQxDakFuib+xwBwM10LlsLGxwD1BrmdWQ3O5mZ8Exc9icYP8hUN6lqxkQqPNlmYSKq4JKn7w44qe1ieSVFCEAzhju6Yxx/M0mn2s95KscZ+63JYYXHWujmWK2mVcqxC8KpJ3Hnn/PpTTJJIkt4127WIJIB445qSLZMImEme2CO1Z/2tAWAbkcgY6c077bE6YX16CrEXBErJhlPLceo5q0UASNArYP3ix9aoLdLFGVRfmHUjrVk6jG2NwQ46kdaAGSHYdyJgZ6j60STFyAoIXvg9BTnkRvuYDl+h7UNFJGXMgAHY+tMEUX3q5LEhT2zUcl2EiO/ooye2amuXjG05Axxz9azLuYbSoAJyM/nUvYo9K+CZWOfX2lO10Ee70A+Y/410E9yZpppj/y0cv8AnXG/D7UMweIZBiN5xbRkDjLHduI/I10k7MgJ59/SuGs9bHoYSnvIj0/whd6zqA1u3vI0eEvbrHIhKkcEsCO/atdVaIFH2lkYqSvTg10vhiE23hu1BGGZTIc+pJNcnIzi33nOWJY/iaUkopF05yqSknsjO1KVUJbuRisoHnJPWo725M10Vz93nFS2VpLqF5DbQD95KwUH09T+FRuzpdoq7PU/C8gk8OWbD+4R+RNbFVrG0jsLGC1i+5EgUe/vVmupHiyd22fANFFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvTtKzL4c0xWYgKrsMHHIjGKKK0p7ky2LZ+e3hLcsyck9TU6qFkGBRRXSc5PE7Bm571aM8m1ee1FFAi9ZO0mGZiTkVpH7sf0oorKW40NKKd2RWRfMfNjTPyljmiisq/8NnThv4iKEpP2qBe2a6nT/wDV/jRRXks9lHQadysinoGGPyrQgUbXXHGaKK0j8KGjzvx5ql1oV/EbFlUTn94GUMGwDjrW34E1m41mS+SdIo0hKbFiUgDIGepNFFX9kj/l4YnxJAOmyDAABGMV0PgGJZrufdkf6MnQ470UV00fgZx4v+IjL8ZWsdlrUrW+5CxDHB74rMS+n2KdwyevHWiiutHI9xk8hdwzYzmqrE5b5j+dFFMkdbscHntVpMtKiknGfX2oopAi/Gis7ZHQcU2f5MKvA4/rRRUsoihbdPKpVe/OOelYtyg+yW75O7z4lz7bmooqWNC28YieXYWHz+tKVDl92SVU4PcUUU0SRw2sLMuUBq4lhbZP7sdaKKsCE2ULhpMENu6g4pJLOEcAHGPWiimhMctrGZWHzYx2NWBaox8tmcquMAt9KKKYFE2sZEmS3T1rPlRRG2B6UUUnsNHTfDGFJZ73zBu/1fX8a7O4jCu0YJ2u6qeegPXFFFcNT4j1MP8AAd9qp+y6JKIflCIEHsMgfyrjdYcx2DbcDA4ooqa26IwmzOPjUNO7HrxXY+BoI21aRyvzRxZX2ycUUUofEbV/4bPRaKKK6Dyj/9k=", "path": "000794.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000795
Men Tshirts
{ "bytes": 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"path": "000795.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000796
Men Tshirts
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", "path": "000796.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000797
Men Tshirts
{ "bytes": 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", "path": "000797.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000798
Men Tshirts
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", "path": "000798.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000799
Men Tshirts
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