question
stringclasses
5 values
questionId
stringlengths
6
6
question_types
stringclasses
5 values
image
dict
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029984
Women Tops & Tunics
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", "path": "029984.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029985
Women Tops & Tunics
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", "path": "029985.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029986
Women Tops & Tunics
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", "path": "029986.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029987
Women Tops & Tunics
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", "path": "029987.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029988
Women Tops & Tunics
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", "path": "029988.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029989
Women Tops & Tunics
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", "path": "029989.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029990
Women Tops & Tunics
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"path": "029990.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029991
Women Tops & Tunics
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", "path": "029991.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029992
Women Tops & Tunics
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"path": "029992.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029993
Women Tops & Tunics
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", "path": "029993.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029994
Women Tops & Tunics
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", "path": "029994.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029995
Women Tops & Tunics
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IptACNgKasaYT5UsefunIquelOsWK3oXs4oA0YjiZ175qdwWH0qtu2zqfWrZPymgRWcD8aZUjd6ZigBOKOKDQaBjhjHSl7UwHmn0bgJTu1J3paoQDin0ynDpQA5etKabnFL2oAWlzQOlJQAUUUUAJiilppGaYDg3GDTScluwNJtPFOcZww+lSwKxA5zUZqaRcGmMKVxjFYqwrz7xjZfZtXMoGFlGa9Bdc4PZea5/xlafadIjnA+eEjJ9jXXg6nLUSPJzegqtBy7HnvakozyCaK+h6n581YKKKKBC0dxQOho70t00NdWPt2xMVHfmtq2U4BrDt8/ax9K24mOB6V8Pma5a8j9hyGfPg4PyLyHikmxiiP7uajuCQK8/zPbWxi33JOKwvvXkQ9WzWzfkgfWse35uxnqBXblyvWXqeXnVXkwU2aIpsn+qk/wBxv5U4U2T/AFT/AO438q+76WPxq953FNFBopmYUUUUAFFFFABRRRQAUUUUAFFFFABRRR2oAM4rd8KQCXVc9lXNYYrq/BsP+umx04Fc2MlamerlNP2mJj5HYr0BqUGo414FS7d3Svnz9CEzTGGOak20hFSwI6aRUhFNqRkZ45NRhik8Ug7HFSkZ4qOVSQTQBoTD5voeKtQkOm6qaMJbWJ89Rt/Gp7ZwmVNCESSIKgJwcVbbBxVd1+eqATrRilpCM0rAMI29O9OHTFLtFGBTQACelOoFFMAzQM0opaAE9Kk7U3g0tABS9qSloAMUmKWg0AJRzRRQAEnGKTcelLTSMmgBkoGOar7wRnPNWpYw30qqYwH6VLAaXx05qpdxC7sbi3YcOhx9cVdIAph4IwB1qoO00zOvDng4+R5DInlyunQhsUwda0tdt/s2t3CYwpJK1m19PSlzQTPzTEw5KsohRRRVnOFFFFDBbj4TtmH0rXgbPHpWMhxMnua14D1r4zOY2r3P1fhWd8EomjGeKr3BK5A71PH92ql22DkV5HQ+l6NGLfdGrPtubt2/2au3h6k96p2XMkp9DgV62VRvWR4PEk+XAyRcpJP9W/8Aut/KlpH/ANW/+638q+0PyJbimig0UCCiiigAooooAKKKKACiiigAooooAKXtSUUMBR0Nd14UjEelBgPvmuE7V6NoEYj0eD6VwZi7RsfQ8PxvWbNmMc1Lmo4h3qavEPthuOaQinYpKGgGkcUzFSGm1IyPGaa6/KR61Jik570gHaeMxyRHPytuWrBXY+fXk1Vhby7tSTgNxV1fmVh1waEInjfctEi8ZqGPI+7UpPHNWgIqKXbnmjbigBKMUYpc0WABwaKM0o5oAAaWkxS0AGDmndqQUp6UAApaB0ooAKKKKAFptLSUAFNPFOPApuaAFJ/d5qvJw9Tq2flqEggZIpWAjNRvnHHWpMetMYUtkO9tTgvGUW2/imx99MfjXNV2vjW3Z7SKbtG4U1xVfQ4KV6SPzzOKXs8Q7BRRRXWeUFFFFAADh1Poa2YR0HvWMTjH1H862rcZOT0r5LPFaqj9M4Qm3hpeTLin5ap3WeavrGAM1RvMgGvCWuh9h1MC8yciobIDEh9TU12Tgn3plmP3LH3r3clV6p8txZUthLdyekf/AFb/AO638qWkf/Vv/ut/KvrT8tjuKaKDRQIKKKKACiiigAooooAKKKKACiiigAooooAUDkfWvTNLXZpsCf7ArzROZEHqRXp9kMW8I9EFeXmTPqeHI6yZfTtUoqJCDUgNeRc+uCilxmjFO4DStJgjpTiKSlYYnNGKXFKRRYCvcBlUOvVDuq8nUEfxKDVYgHcD3FLA5MKnPzJxRYC5GOCKeV4qvG2GJPQ1MHyKdxCZwaQ0E00uaAHUlJupRQAvajPNGe1J3oAeDRTRS5yeKAHjpRSDpS0AFKKSigBaKKKACkpaSgA7Uw9Kf2puKAGrwaVsYpKc3SgCsRzTWweDTz3qMjJFT0HYwvE0Im0ac91O78q85r1TU4DPYTRDqyEV5a6bHZT1BxXs5dO8bHxnENO1RTG0Ud8UGvTPmrBRRRQAD7y/Wt62HyrWCM71x610NuPlUe1fKZ5/ER+kcHpuhL1LYHy1QvOhrQJIQj0rLvCCK+fjufarUw7vqaZajETf7xp1z1P1pLf/AFR9d1fQZJ/FZ8fxd/uqJaR/9W/+638qWkf/AFb/AO638q+rPzOO4pooNFAgooooAKKKKACiiigAooooAKKKKACiiigCSLmeP/eH869OteIYv90V5hEcTR/7w/nXp1qcwxf7orycxPrOG9pF5AKlqBDU46V5J9WOBozR2oAzQhh1pMU7FGKsBtITS4NIc0gGnp71HE22Zl9alx3NKgUPnAyalsAWQHgnvVhSMdaryKjQlgACDSofkBzSTET+tMJ9KQPwabnIpoB2fang1EGxShs1QEvUZoFNDcYpVPFADsUoAApM0ooAWlBpKKAHUUdqKAFooooATNFGKKADvTT1p1NoAbS9RQaUdTQwIHGDTDkc1JIuTmo24FLoHUrScgn2Iryy+Qpfzp3DGvVpMA4rzLWk8vWJh6tXo5dLU+b4igvZKRm96U0Gkr2+p8b5hRRRSegLcfEN0yD3roIRg/hWHaLuuB7Vu2+TyOtfG5zVvX5T9U4XocmEUu5M7fIax7p+cVpXDbeDWVdnKHHWvGi1c+pSsZUp3SYogBCEf7VMckMD3qSDPlkn1r38kX71nyPFzX1VEtI/+rf/AHW/lS0j/wCrf/db+VfWH5hHcU0UGigQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQA5OHX616bYNm1hb/pmK8xHGDXpWltu06D/cFeVmSPqeHJe9JGknpU69MVAnTPephyM1459ePBp2aYMindqYC0UDpRVAFIaWjFADMUBeadik5qQGgfeHrxUQPltirGCOeOKhnGGBPekAnmZ5pVfNRA0oOKBE2B1pV65qMHPepBxVpgPzTlNRinCgCTNOzUYp45FAC06mjpTu1ADgaKbTqACiiigAooooAKbTj0ptACGhfvUGkBw1AA9QE1LIeKgzSY7EUnWvO/FMWzWnb+8ua9EfrXA+MEK6lG3+xXZgHaoeJn0b4ZnPHqTSikNFe+9z4PoBpegpKlhjaaYIB9axr1FSg5s6sJQlXrRpxLtjB+73Hg5rUjAVcDrUUabEC+lSjgV8BiqntKjkfs2Aw/sKEaa6Iqz7mfFUblcDmtKQ5NZl6TmsIrU7m9DMcgMakj4X61BMcA1NCcxCvpcjS52fEcY39jH1H0j/6t/wDdb+VLSP8A6t/91v5V9OfnEdxTRQaKBBRRRQAUUUUAFFFFABRRRQAUUUUAFFFKOtFrggPA969D0KXfpUB9F2n61543Wu68NPu0mMejGvPzBXhc+j4elaq13OgU81Mh4qBO1TLXiWPtSTFOFNHSlBosA+lHFNFOpgKPpS8UY4pKAA0w8U+grxUtAQscsDnjvSSL5iEdx0p7LjFB4Ge1IClnHFKTS3C7HyOhpgYGgCVTTwc96iBFPU4qkIlFPBqFW5qQGmBIKeOlRA09TmgCTtTgeKbSjrQAtOptOoAKKKKACiiigAPSm049Kb2oAaTSH2o70dqAFcAj3xVYjBq03TPtVY8kmky1sRyYxXDeMhi4gb1GK7iSuL8Zr/qD9a6cG/3qPIzpXwsjkz1NApTSCvo1ufnovYmtXTYAsfnH7x4rMVd7Ko7tXSQII4xHjoK+dzvEcsPZo+04SwfNUlWktthFX5qUg5pSeTRnjivlWj9HRWmrNuzlDWjOcKSayp3zkUkV0KEiAr70W54YelLJwaahxLgd69zKKqhW5T5zifDe2wrl2J6ST/Vv/ut/Kndqa/8Aqn/3W/lX15+TxWopooNFMgKKKKACiiigAooooAKKKKACiiigApR1pKKAQvU12PhOTdp7x55DVx3eum8ISYkmj9a48ar0rns5HPlxKR2a9qmXpUCZ4qcGvBPvySnDpTaeOlACinKaaOlKBmgQ+jikooAWg0maM0ANI5ph61JTCpzUsCORQ0RBrPyYzg1oSA54qncRuvzMhx7Uh2EVwalDZqop4yP1qaNqEBYHSng4GKiDc08cnNWmImU09TUQqRc0ASinAZpgOOKdzigB3SnCminCgAooooAKKKKAEPWkoPWg0AJim0ZoPWgBzH5RVZvvGrDcrVY53E0mUiOSuO8Zfct/94/yrsZDxXH+Mh+7tz/tH+VdGD/io83OF/ssjj6KKWvpFufnLLFkm67X2Fbm41kaWP3zsfStLdzXxeby5qzP1XhilyYOLtuS5zTlFMQZNTBa8k+mWhWnAZCDWZNEFrXnTC8VmzKSDUtaDuZM3U1X3YYN6VaZSSciqnRyPWuvDS5aqkjkx1P2uHnDuXVPyZ9aa/8Aq3/3G/lSR58ulkGIH/3G/lX3dOXPSTPxbEU/Z15Q8xTRQaK1OYKKKKACiiigAooooAKKKKACiiigAoooHWgBelbfhV9uqBc/eWsTvV/RpPJ1SJs4ydtYYiPNSZ35bPkxMWekRt61MrZqupwanHTNfOPc/SIu6uTAjing8VEnNSCgBy1IBgc1GDTgCaAHcUUuBigUAJilxS8UGgBvakPSnDpSUmBGwNVprQyg/vGAq5jNGB3pWKRiGMwnaTlc4BNSrgVPqEY8kletUoX3AH04NIGWgTmpQe3eoEP6VIGJNNCJ1yeKkTOetQrkGpVOOaoRKKeDmmCnigBwIpc+lN6U4UAKDS5ptFADs0hOaQmigApDS03NACY5oNL0pvagBxA2c1XY5JAqw33BVb+I0mUiKTpXHeMf9XB9T/Kuwc8GuM8YtgQL9a6MH/FR5mcu2FkcpS0HrQK+j6n52t0XtPbCuauwncpY9B1rMtJACy1pxHYhOPwr4XMruuz9j4eivqMGuxYQjPWphyOKyY9Qik1AwIeQMmtVCMA1wHrDJgStZ8xG2tR8FKzZ14NFguZco+Y46VQkG2TNaDdSKpTpg81pB2HJXRLETkjsKc/+pf8A3G/lUFudwc571M4/dyD/AGG/lX3GBlfDJs/HM5pqGOml3HGig0V2njBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACjrT4H2XUTZ6MDUdHvUzV1Y2oS5aikeowSbokfqCBVsVlaPKJ9Mhb2AP5VqJzzXzFRONRn6ZhmpU1LyJ1IxTlPNRrTxmkakg6GnqeKYDxTxwKAFpaQml7UAKKDSDijNAC9qTtRQTigBKB1pM0qkdaljILtMxVijMVwR2Pat24+aMD1rHuhhwcdKQ0PU9ealjNQIfkzUqDjNUhFlDUqVCO1SoaYiUdaeKYvJp4oAfzS85pO3WgE5oAdRRRQAUUUUAIabTjTTQAE+9NYgY5pCCe9G3nFDGOc/JxVbnvVmQY6elVicnFSVEieuH8YPuuok9Frt5D7V5/4pk36uy9kXFduAjeqjxM9ny4ZoxPWkpR3pK99bM+B6ktsu6Y4/uj+dbYjIh49M1k2OPPP0xW6yZh69a+GzD/eJH7HkXNHBQ5exxEMd3b63LfDDRN8pTuPeuvtrgSQhgdwxx7H3rCkUJdS8cZq9pUgy0Hocg104nAr6qqsdzgwecVJY6eGn3NgncpFZ0xxkGtLHOaoXgVVyep5rxnzdT6lJGZgNKcVBcxkjAHzCpIZMznjvSztiUnoKqNxO1irGAsjr0OBxUj/AHJP9xv5UjLtmY9yBSv9yT/db+VfcZd/u6PyHP7f2hKx57/wtLn/AJA3/k1/9hR/wtL/AKg3/k1/9hXndFcP12v/ADfgj6H+xMB/z7/F/wCZ6J/wtL/qD/8Ak1/9hR/wtL/qDf8Ak1/9hXndFH12v/N+CD+xMB/z7/F/5nof/C0v+oP/AOTX/wBhS/8AC0v+oP8A+TX/ANhXndFH1yv/ADfgg/sTAf8APv8AF/5non/C0s/8wb/ya/8AsKP+Fpeujf8Ak1/9hXndFH1yv/N+CD+xMD/J+L/zPQ/+Fpf9Qf8A8mv/ALCl/wCFpf8AUH/8mv8A7CvO6KPrtf8Am/BB/YmB/wCff4v/ADPRP+Fpf9Qb/wAmv/sKP+FpdP8AiT9P+nr/AOwrzuij67X/AJvwQf2JgP8An3+L/wAz0T/haR/6A/8A5Nf/AGFH/C0sf8wb/wAmv/sK87oo+uV/5vwQf2JgP+ff4v8AzPRP+Fpf9Qb/AMmv/sKT/haP/UH/APJr/wCwrzyij65X/m/BAslwK2p/i/8AM9g0v46tptqID4e83B+99tx/7TrRX9ojAA/4Rb/yof8A2qvDqK5pScneR6VOEaceSGx7mP2iz/0K3/lQ/wDtVe06HqP9saBpuq+X5P2y1in8vdu2b1DYzgZxnGcCviOvrv4eXWq/8Iro1tqFhDHb/wBlQPBc20hdWQIoCyggFXIIOACMZ54qWjRM7IdvfpTs4/DrXE+I2+IN7rUlp4XGm2VnbxqTcXvJuCwydnynAXGD9aueFIfHcF5NH4rm0m5t3TfC1kxV1YdRt2gMDnrnjHvSsB1vanDpXnvinxlrCeKY/B/hnTo7jWJbfzZLqc7YrZTjD4wdw9cj061NoVv8TbfVoG8Q3miXOnyHZKsRMcgz3UheSOw70WC53Y56UUMGB5wD7UbTjrSGFITS4PrTS2D0oGIRTlXJppalUk9KlgJMACBWZdJ1rRlOX/CqNwM0guVk6VIhqIcGpVNAE6nip0IxVZG9qmSrQidTUimohUiUASZGKBTaUUALSg0lFADqU89KaKM+lABgjrTadzjmmmgAzSd6KTGGFDGD8nr2qu3AJqeQ8moG5BFSNbNleQ4rzTWJfO1Sds5GetekXTrDbySMfurXllw5kuJX9WNenlsbScj5jiOpaEYEdFKetAr2Hoj41MfaTKl1tZea6Bph5S/SuYCn7SGX+7/WtaBnlj2E/jXxOYrlxLXc/ZMhnzYCNuxQnObiU+pqbT+L1AB1qCQETOvoals8m6THXNe9OK+onxMJv+27rubkzMiE+1Y95ckREEZPrWvcf6gKfzrDnXzJkiUc55r5JL3tT9PV+UrRZA3HIzRM26RAScZ+ar13EIyiAc9KqTIPNVB/DyTXVhaXtqnL0PPx+MjhqDqMbkvMz446CiT/AFcn+438qeo4pkv+qk/3G/lX2tCn7KnyI/IMbifrOJdTufPNFFFfPn6OFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9QfBjR9YXS38Q6uzQrcWdvb2cIcqrQRoFV2TGCSAMN1wT0zXy/X1X8MvEHiDUtL0rS77wxNZaZb6XCIL9pcibaiKpAxj5gcjk4xQCOz1gamdGu10WSGPUWTFs04+QNn+IemM1xvhnwp4ubxjHrvi+7gkeGHZamwu2jVPVDFtAYNwTz1UVo67q3jLTNYu207QIdX05rdZYQJjHIjLgOhwDuLE5A9FNcze2/j34g3FjBLpH/CLWtldJPJPJMXmZhnaY+B0GRjPekM69fCtwnxUHiyKeN4JNPa0kifhlYFdpB75wc+nvXHeJrT4j+NQtlDplnoUWmXSyi6a6b98y52vE+3IAGfrkV3fii98TWOp6c+gaXa6lbSlormKWTyyjHG192DhRgg8dxXEakvxA+JFqNIn0dvDGl7wL2SWUvJOh7LwMgYOR3yKAPXThokYMGyB8wOc1GcmmW9rb6dZwWNnBHDbwoEjjjG1VA7AVJu7YpDQ2kOc0p5oPSkMYealXAxxUfSpUXvUsCBxlz9Kqzj5atOfmJqtKMjNAFE09KR/vUCkBPGanQ81XXPpUy9atATjrUg4qEVItAiYciimpThQAU4dKQcGigB1NoooAXNJxSGkoAQuAelICSeaCtC/eoYxkpwKhY/Iall6VCew96iWwLexjeIJvK0mds4zwK85612vjGfZYxxd3fNcVXvYCNoXPh+IKvNX5V0A9aUUlLmu+1z58mtLU3M+FfGPSthbGWzVjMVKYyCBWdpl2lpcFpRwataprP2pFjh4QdT6185jMHKrib20P0bKc3o0MDyt6mS7FnZvU8VZ05c3f4VVVGfCICSTgelaVrA1rckOQWxzjoK3x1WFPDOknqeZk2Er4jHPEOOly9dkiIe1ZMR3Xgk7DNXL2YGI4YZ9Ky0uFhiLN17D1r5inBzsj9FnJQXNJ2SLDTKJWmlb5RkDNUw5d2fBGe1NVfNUNJzk5A9Kkzk819Vl2XqiueW5+bZ/njxN6ENkJmkk/wBU/wDuN/KnZ9qSQ/un/wB1v5V7LZ8lF66HzxRRRXzB+phRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfZngiWQ+A/DwDkD+y7Yen/ACyWvjOvsnwSynwJ4e+deNMtv4h/zyWk3YaOiz0IG09sdVqTezZy3H55+oqFWVv40/76FOBX++n/AH0KVx2HnBHPJ7kjOPYe1SbmwQSSOh56+lRAqP40/wC+hTw69N6f99Ci4WHe9IeaMr/fT/voUZX++n/fQpDDNBppK/30/wC+hRlSPvp/30KAF3gcUokbPA4pny5Hzp/30Kk+UA/On/fQqWBCxzmoJD8uKmYrz86f99CoJCuPvp/30KAKcgw1HelkK5++v/fQpoK5++v/AH0KQE6NjipV61AjKT99f++hUqsv99f++hVoCcHmpFNQoy4++v8A30KlDL/fT/voUCJlNOFRAr/fT/voVKGX++n/AH0KAFopAy5++n/fQpSV/vp/30KACijK/wB9P++hRlf76f8AfQoAKQmglf76f99Cm5XP30/76FAASfSkT7xoZ1H8af8AfQpEZd330/76FN7DI5WwDULNxnHTmpHKkn50/wC+hUEjL0Drz/tCoWobe8cT4yl3XsUZ/hXJFc1Wv4jn87WZMsp24HUVkEjP3h+dfR4WNqaPznNanPiZMKUdaTI/vD86Mj+8Pzrp3PNHKRzkA1HhpJRCuSSacMDqw/Ono4jkEmVyPeuXFRfsmoHqZVUpwxMfaK6NMRi3iRWGXHIC/wBabtMQYliSeT6VHJdrGiyAhmbnBNUprqackOVjU/wg9a+XhhK9eXK9j9NxGa4TCU+ifQjuZXlk2qOPWolt8/fbI61KoUD5SPzp3B9Pzr6HC5dTpR13Pgcx4gxGJk4p2iHb2pKMjH3h+dHGPvL+deitFY+ebbd2FJJ/q3/3G/lS5H94fnTZCPLf5h91u/tQEdz/2Q==", "path": "029995.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029996
Women Tops & Tunics
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", "path": "029996.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029997
Women Tops & Tunics
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", "path": "029997.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029998
Women Tops & Tunics
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", "path": "029998.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029999
Women Tops & Tunics
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", "path": "029999.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030000
Women Tops & Tunics
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"path": "030000.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030001
Women Tops & Tunics
{ "bytes": 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", "path": "030001.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030002
Women Tops & Tunics
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"path": "030002.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030003
Women Tops & Tunics
{ "bytes": 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", "path": "030003.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030004
Women Tops & Tunics
{ "bytes": 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", "path": "030004.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030005
Women Tops & Tunics
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"path": "030005.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030006
Women Tops & Tunics
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"path": "030006.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030007
Women Tops & Tunics
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", "path": "030007.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030008
Women Tops & Tunics
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", "path": "030008.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030009
Women Tops & Tunics
{ "bytes": 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", "path": "030009.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030010
Women Tops & Tunics
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", "path": "030010.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030011
Women Tops & Tunics
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"path": "030011.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030012
Women Tops & Tunics
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", "path": "030012.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030013
Women Tops & Tunics
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", "path": "030013.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030014
Women Tops & Tunics
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"path": "030014.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030015
Women Tops & Tunics
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"path": "030015.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030016
Women Tops & Tunics
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", "path": "030016.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030017
Women Tops & Tunics
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"path": "030017.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030018
Women Tops & Tunics
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", "path": "030018.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030019
Women Tops & Tunics
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", "path": "030019.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030020
Women Tops & Tunics
{ "bytes": 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", "path": "030020.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030021
Women Tops & Tunics
{ "bytes": 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", "path": "030021.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030022
Women Tops & Tunics
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", "path": "030022.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030023
Women Tops & Tunics
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", "path": "030023.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030024
Women Tops & Tunics
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", "path": "030024.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030025
Women Tops & Tunics
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", "path": "030025.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030026
Women Tops & Tunics
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", "path": "030026.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030027
Women Tops & Tunics
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yTiRxn8CK5nU0VdYlB4Bwc+laszG3s4GQ4Xbk+xrqm9DnirM+gfA2rtqELxylRIV3Mo/vKdjH8cD9a7PFeH/D/Uz/AMJBbLuPzv0H+0q5/ma9vz1rqw8rxsceJhyz9R1FFFbnOFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHinx/1uWGz0zRI2wk5a4lweoXhR+ZJ/CvA3avVPjxd+d47hgzxBZIuPcszf1FeWxIZLiNQM5NdMdICtd2Ogs3Fvaqi8EDn3NbNlcFYPk4/hrKtbCa4cKgAA6seAK17e2VpzbwksIyCx9fWvHqvmk2z06asiO71C33+WymSX7qgfqfaqUqcdAAAWIH6VVkYnVGz/Azk1poge2lY9WYD8KNFsHxGfI5VF552gfhWGwzIzepzWtdMPs25eq5FZQr1MHFcrkcWIeqQopaSlrtOYKKKKYBRRRQAU2nUhpANNd94D+Jmp+FryG1u5pLrSGIV4XOTEP7yHtj06H9a4Kk6VMopqzGfbMUqTRLLGwZHUMrDoQehqWuH+E2rtq/w809pH3S2u62cn/ZPy/8AjpWu4rgas7FhRRRSAKD0ooPQ0AfM9rbtrfiwTPEJS8pFvC3Ks2dqZ9hyx/3TXQfErwvH4cttJngJfzA63EzdXl4O4/hnHpitn4faRHN4miuDhhZW5bGOjtwD+RNdH8WbWK58DytIoLRSrIhPbGc/pkVyQV4NnbUlaokjy6R5jbQ2sUaK0iB355RB3Y9h7Uzw/wCFbzxPcTTJP5VlACZLrHL4/hT+prQsdJe/tNLsLeQ/bdYJa4cD7sWR+QAB/KvTV0q303TbzT7JPJiciBQvZdoyfrjNSld3Zc52VlucnbeFbW20WKS0tUIlKpCjdZzn/WOepBPIHoM/RvjS9s9C0mXR4lWS4mjLSP3B6kn3P6DArstc1Gy0WNLu4KqltARHH6seBj8BXz/reuvquqzXMpLFiSBRUlb3UTSTl70hbaRbgI5Iznj603WBG77E4BX9ap6fM6O0xAAXqDxST3QmkL4HJ5A7GsoqzN27rU5yZirI2cEGhxw5zyFxT7yMea/cH5qSALIMOcLjn6V0LY5XuJG+22dfWrcUP/FJ37v937TCE+uGz+lOj0hpSWS4gEX99nA/Sl1W8txaQaZZHfbwsXeTGPMc9/oOgqrk2MfTtUu9Hu1ntZCpzyOxHvXqPh/x7aXyolx+4m6HPQ15TLFliAM4qxp0JaZgO1RWpQmrvcuhUlTdlsfQ9pqMUygpIrD1BrTinUjO6vJNJhvbeJWhkcD0zxXRwajfBcF+fpXlSXKz1Fqju3vhGOGFYupa8kKn5sk9qwHuL2c8yED2p0WntK3zZPuaLvYfKkVW8/UrnzZfug8DsKpT2my7Jxiuwh03y4xxWdqFgyfPjHPWrjdEuzPN/EUH+mo+PvJinIJLvw++Pma3xn12f/rq34jjdZEYjhTg+oqvbbrfTHRMgyk7vTbXUpXRzcrTPRfhBpzXerx3bklIYy5GOjABR/Ovda8V+DF9FC9+jnaH2gfhXs8cqSDKMGHtXZQa5ThxN+ckooorc5wooooAKKKKACiiigAooooAKKKKACiiigAooooA+UPi7dfaviXq5zxGyRj/AICij+ea5TSI/Nvtx+6orQ8a3P23xvrdxnIa9lx9AxA/lVXQiBdsPYVtVuqTsVS1mjpC7sojQbUXkjt+NNg1JLXVGOfv/Kfoaa8U9xINmRGoycetZ62+b5gWy3/oIryLXPSbsTX8ZgvZZOCJG3Ae3WnQ3e2B0ZcZwRUN6r3WxYRkBRlvx6U/WY/LeGJB84T5sdqA21M28bZGccgiqZq5cRE28YPBIqqe1ergX7rRwYle8mJ3oooruOYM0ZpKUUALRRRTAKKKKAExSU4009aQHt/wB1T5dY0lm6FLlB/463/ste3dq+XPhBqv9mfEWxVmxHdq9s34jK/+PAV9RiuKsrTLQUUUVkMKD0NFFAHnfwtspUsNQ1CZSv2iYKgP91R/9fH4VP8AEd47u20/SnbEcs4mn56RpyR+PSutgittJsFiUhY4x9M1hvpI1bUHvrtD5WMKD/cHYVzP3YcqOhS5qjm9jm/hloQg36rMSzbjbW4Y/dQcn8z/ACrqNVv7XS7e7v7twsMbkLn+JjjgfgP1qpol2YLOUwQ5j8+RwRhVGTgD8h2rkvigbgaPbeZINqhpBGvQt6/rUXtFGji51Hc52Iaj8TvF8kPmyR2MXMhH8C9gPc0njbwbpfhmaCKwndpZEy0bkErjqc1peDvFGjeFfA6fZ3abV70M8oVc7DyFzntXB6/rF1dSzXNxOWllPJJycelRO1rLc1pqTld7Iwr2YITGpxk5JqlDcMhdwcjuPWkuW2xhicsxz9BUMIITHrTiklqEnd2JZ23jP94UyAbZCo9KcilgV9uKnihI8uQDocGqutieXUqm23XKA9wKHRRIwA4HNXrgBLlmHYcfWqMxxkd2OKtMzcSDHLE9+a3PDdh9oBcj7zY/AVjxW7TSrGuT247mvTdC0gWlrGoHOBmsa9SysbUKbbuza06xVYFUrxirhsE39KtWSBUxVhlGeQK4LXO9OxVh05SwOK0obJEGcciprNAwq20YCmrjGwpSEiiVgBim6hpyT2rAAdKSCTbNtPetBnAT14rSyM3dHkmuWCeaFuRwDhvwrK1Fc2SlQAH6DHb0rqPGLpIflGGY8fSucuojHo++P57hEyB1wPpSWwNnU/DW0lgvGYICuws5H8JPQV6pFIR0OD7GuC+Hk6r4fBkYmRnJJI5IwK7RJM8gGtI6Gclcl1Ga9uNMuILa+e1lZCEnVQzIfUZ4rxSy+Kvi6wOx9RjudpIPnwqc49xg16/qt0bPSLu5IAEULuSfYE18zhyygnqeTWynLl3PLxqULcp7BpvxyuUwuqaPG47vbSbT/wB8t/jXZaZ8WPCmohVkvHs3P8NyhUf99DI/Wvmw80biO9Wqs0caqSR9hWepWWoRiSzu4LhD/FFIGH6VY3jOMjPpmvjiG7ntZFkt55IX7PExUj8RUyapqK332kX119oBz5nnNuP45q1X7otVvI+w6K8y+GHj+bXUbSNWlDahEm+KU8ecnfP+0P1r02toyUldGsWmroWiiiqGFFFFABRRRQAVHNKIYXkboqlj+FSVl+I5vs3hjVZ848uzlb8kNCA+M7yY3F7POeskjOT9TmpNI4v8k4XByaqsau2KhYZZAOcha3rtRgyqSvNHQXutrb2m2IDewwF/qayLbz55RChJklPzt7VELV5iQeqnPPetCGRLaSYIMELl27/QV5askd71ZrwSRQpHBGAwQ/MfpSskM07zP3Oaxrd3PyqcEnLGrFzKYLRnY47KPU0ow5pJIpytG7M7UbyJpnihGQOC1U6hjGWJPc1NXuUqahGyPLnNzd2FFFIa0IEpRQKKAFooopgLS4pBThTAQ9KYetSHioiaTAtaZevpurWd9Hw9vMkq/VSD/Svs6GVZ4I5kOUkUMp9iM18TV9ceANQ/tPwFotyTlvsyxsfdPlP/AKDXLiFsyonTUUUVzFBRRRQBSSwgR/MfdIw5DSHOKzr83GpH7LaHZC3DSY7d8VrzxtLHsGMHrSwRLEgAAz3PrWbhfRbFqdnd7lCw0O1sQu1Wcr93ecgfQdq83+LV3Et5bWjADMBPTPBOP6V6xLNHDGXkdUUdSxwK+bvHfiM6t4muLhWPkxt5cROPug8YrGvaMOVG+G5pT5mcddSix+RElx2LcAiq0ry3MCSDoc4Aq3qLW8sSzXVw756LGM/mTTLOQTWU5jTy1hYMGY546HmsUtLnS3rYovAzIu7r15qVLfam9uPStGKz+0+UQDtbnJ71HqWPOW3jyCeuOwpczvYfL1KdpGZCGA+8eK04YARcxD+E/rTLWPy8EAArwKdp0wbULo53KeD+eKN7jeljP1JtlyoJ6xgms1czTZx7AVqXlq17qxhUgEYUc9TUseleTI27croDuB7Eda0c0kYqDcjc8MaEss6TEfd5x713Yh8pAQvQdK4jQdRlsxHJkFHdomz2I5H867q2uvOQFkIyOtck0+bU7qaXLoKl+IxjY35U5tQZ/lWNj+GKtLDGw3YFKtsA2QRg0rGqSJLKeRU5Q5+tXzdEjJBqtAuVwODVtY8gCgGkVFlYzgjr1rQAllU46U1LZQc4+vFXolUcdhTREmjldU0Bru4EjcgDpWO3he6+2LLCNp78cGvRwFJOR0pdgGMDihxI5jC0DTnsTkxhN5y47Z9q6RT2FRr+FPBwM1cVYiRzHxGvzZ+CNQIbDTKIR77iAf0zXg1eqfF69H2HTbAH/WzGU/RVx/Nq8rrbojx8dK9S3YKQ0tNNBxEE5IZcHFSqDJGASN46Gq9wMjIUHFJAPmDxyZHcHtVW0KtodBoerTaPqdnqVuSJ7SUOB/eHcfiMj8a+sLG8h1Cwt7yBt0U8ayIfUEZFfH44kDdAw5r6H+D+r/2h4NFm7ZksJTD/AMAPzL/Mj8Kug7PlKoy1seh0UUV1HQFFFFABRRRQAlc38QJvs/w/16TOP9CkX8xj+tdJXFfFmbyPhlrJzy6In5uopx3QHyeeprS0VBLPJCT94Ais09as6ZOIdRRiQB0JretHmg0Ok7TRt3rGFShHzKNufaoUUSQSSf38fpVnUEV42dnwDwKxpbspOkUZ/cp+tebTpOZ3VJqG5uW8axkAnryax9WvvtM21D+7Tge59atXdx5Vv5gOd3CkVjqpZt7fgK6sLR+0zDEVNOVEkYwop9Nor0kcg7NJmkooEGaM0UUALS02lzQA4U4UynrVIBJDhc1CG4p9wcRk1Ah+UVEnrYZLX0f8DdQ+1eBZLQn5rS6dQPRWAYfqTXzeOlez/ADUNmo6xpxP+shSdR/ukg/+hCsqyvAFue8UUUVxlhRRRQAUhGMkUtFAHjPjXyZrnxFda3eTtLZsi2FkHKpsZRtkwD83OfxFeSz20t3CHU5JPzknpXtPxlhtzZ6aPLT7Q0pG/HzBOOPpmvJ1ti08ttjOY9w9jXn15e/oelh43p3MV3t7e2McreYM4JA4U+vvTvDkDXWosJ23QNGybeg6cY/Gob21xaMmNreaFOavaSGhkiSFCB3b0pppRFZuR0LxRW+mo+V3DcFA9qxIrPyrZ72YjfMcID6e1WmuoiGWUs6KNqj1rLv9S/eB5OXUbYolPCj/ABrGKb2N5aCzSi3hZgcMBhB7mnaXatFbNI332G78O1UbeOW6nV5gdo7ep9BW8wjQLG8gQ9Se3tWj91WIj7zuUIrf7TeoIgyTySDk9B7itzUYAm7DF3c5Zu7Gq9us0F157oNiqVjZOVye/txV4j7RMsSEPIw574qWaRWhTs9PdNOgt85llnaT6A4BP6V39nAUhRT1AqnpuliDDSZaTGM+n0rdji2gVnKV2bwjyoai8EVOqlu2aVUHU9KmVRzt4pBcbEmDz0q9GB1x1qBVyeBVhEOOeh7UCbHipl471Go65p4IA700SyYc5zxTdpx1NIGAzUikkcD86ZAqDHHPWn7cilUZ5qRiqIWYgKBkk8YqkiGzw/4pXfneLIrYHK29uM/ViT/ICuKrS8Q6j/bHiTUdQU5jmmPl/wC4PlX9AKza2fY8GvPnqthTTTqaelIyK8gJyAetU0LW82G+6auHDEr3qKZN8ZU9R0rWPYtPoX4H8yPHcc16t8EdS8nxDfWBb5bm3EgH+0h/wY/lXjdhOcgHqODXdfDq+/s7x9pUucI83kt9HBX+ZFQly1ESlyzPqGiiiu06wooooAKKKKACvN/jdP5Xw4nTP+tuYk/XP9K9Iryb4+z7PBljDn/WXyn8kb/Gqh8SEz5yOajIxUppjCupiJLYX+pXltYW2+WaaQRRR56sxwBVrU9JvtE1SfTdShMN3A22RCQcHGRyODwRW58LrP7Z8TdCjxkJceaf+AKW/pXVfHfTPsfjiG+VcJe2qsT6spKn9NtZx0lYbba1PMzIzIqFiVXoPSjNRg04VuiWPzS5plKKq4h2aM0lFAC0UUlAC0tNzS5oAcDTgcVGKcKaAbdti2b3qup+UCum1jwTrNl4LtfEs8ca2FxIFVd3zgHO1iMdDj19K5dW5xWUpJy0GTqa7/4Pah9h+I1ghOFuUeBvxUkfqBXn6mtXQNROk+IdO1Ef8u1xHKfoGBP6VTV4tAfZtFMR1kRXU5VhkEdxT64CwooooAKKKKAPMPijA019YblPlmNhntnNebC0EbJLIDlXZSfUdq9U+Kt6tpYacCRl5z+QH/1xXm9/cWkVjJ9ouYonOfKV2ALc9q8zERftHbqethpfulcwNbjitCtw8Qk3/Mqdiw9ax7W8mvJJXlcg4xwMBR6Cum1OBbzRre5UFtmSMdORzXGyK4DRIQi5+YilT1VhzdncJb+RpTDaR5bpuprxJp6rLc/vrh+QueB9TSwXMNirMi736Dfzz9KzZpJJ53klYs5OSTXRCK+Rx163L6l19YlZSERYs4BZeSB7VLq13NBqhQpuiCj5Ceg+vrxVfSbYXOsWcTLlDKCw9hyf5VPrE0d5q1xNH/q921T6gd60sl0MFVkqbk31LNlrsdtgpNLCe6sCR+ma17TxjFYkCG0jlLNl2VdnHc+5rlUhHpUnlgdKhqL6B9eqJWR69ZeLtAeNS2oxo2OkilSPzrQTxX4dH3tWtvT71eJbcDFKEz61l7OBf9pVOyPa38ZeG166tAf90Mf6U3/hO/DKEZ1HP0hc/wBK8X2UuzNHJAl5lU7I9uj+IPhYdb9gf+uD/wCFW4vHnhRwB/aqD/ejcf0rwby/c04KR0Jp8kSf7QqdkfQK+MPDMn3dbtMe74/nUi+K/Dmf+Q3Y/wDf4V894z3pNme9LliP+0Z9kfQb+LvDSAk63ZfhJmoW8e+FouW1iJvZEZv5CvAtnuaXZ7mjliJ5hN9D2+5+K3huAHyftdyw6eXDgfmxFcZ4k+Jt9rdrJY2VuLK2kBWRi26Rx6Z6AfSuGCDFOVQKd0tjnni6k1a4gGB6D0pMc1JSYqbnNcZikbG00/FNcAoQe9O47lOdSMSKPmU8+4pQwkAI6nrRFnDRsfmU/mKjA8mUr2NaosgiJiumXsTW/p121rd210h+aCVZB9VIP9KwbgbWD1o2Tb1I7EUVFpcJ7XPtGiiius6gooooAKKKKACvFP2hp8aZocGfvTSv+QUf1r2uvCP2hyfO0Adts/8ANKun8SEzxLFIRS0hrqJPSvgNZi4+IbzkZ+z2Ujj2JKr/ACY13P7QOmef4b0zU1XLW1yYmP8Asuv+Kj86wf2eLTdrGuXeP9XBHED/ALzE/wDsteo/E3TP7X+HesQKu544fPX6oQ/8ga55O0yuh8kU4GminCuhEjhTqaKd2qxC4paKTvTAWiiigBKKdikxRYAzXR+CPDUvirxTaaaobyC3mXDj+GMfe/PoPciub2EmvoP4D6TbweGb3VAubm4uDEWI6IoBAH4k/pUVJOMbjR3Pizw7DrfgnUNEijVVe22wKBwrKMpj8QK+N8FZCrDDA4IPavuqvjv4iaR/YfxA1mzC7Y/tBljH+y/zj/0LFc1J9CmYCmpVqBDUymuqJJ9a/DvVf7Z8BaRdFg0iwCF/95Pl/pn8a6uvHPgHq3naNqelM3NvMs6D/ZcYP6r+tex1xTVpNFIKKKKkYUUUUAeJ/Gy6L6rYWyuAYLVptp/2nA/9lFeO6xeNd38jMchB5a49B1r0L45XDjx3boh+7YID9C7H/CvMCeMnk/zNc8l79xzrXgoLueh6VcwyeG0iUhlIwf5Vzus2PkwrLCBtckH6inaVN9njNszHjAP1xn/GrVrKt9JPYygYYbkJ7NXD8M20etbmgrnHSLhwvoM89z60CPjnrWjqlpLaXiRTLtZIwMfiapE84rsTulY8XEXVRoIHe3kdoztZlKAjqAetKFHTsKAKkUc0NmLbYq9KcKMUtQSJS0tKBSAQDNOxSUuKQgopaSgApaSloAKWm5pQaAH0opoNOFSSLS4pKWpAQimSD5D9KlxkUjDg07gZ4JPP8S/yokAYBqZkx3ew9G4qUc5U9q2ZoVZhuSp7F9uPyqOVeuKS1OG/GqesRv4T7eooorqOkKKKKACiiigArwn9ogfvtA/3Z/8A2Svdq8L/AGh/9ZoH0n/9kq6fxCZ4gKaadSGusk9//Z6tNnh/V7zH+tuljz/urn/2avX54UuIJYJBlJEKMPUEYNeb/AiPZ8Oy2OXvZW/RR/SvTa45/Ey0fEV/aPYaldWb/ft5nib6qSP6VCK6z4oaf/ZvxI1uIDCyT+eP+BgN/MmuTFdUXdXIHCnA0ylzVgPzS00UtMQUopM0ZpgPFLTQadTAK+j/AIGnPgB/+v2T+S184V9C/Ai9il8H3lmp/ewXhZh7Mowf/HT+VZV/gKW56r2r52/aD0j7P4j0zVlXC3VuYnI/vIf8GH5V9FCvNfjZoL6x4BkuYE3zadKLnA67MEP+hz+FckHZlM+YlNSA1AgLVZVOOldcSGeifBjWBpvxAggdtsd9E1uee/3l/VcfjX04K+LNNupNO1O1voTtlt5llQ+hUgj+VfZ8MqzQpKpyrqGH0NY4iNmmOJLRRRWBQUUUUAfM/wAa5N/xHlX+5aRL/M/1ribCzM+6ZxiGPqfU+ldv8VrSTUPiveQRZz5UO4/3RsGT+tcxqamKIWduhSMDHH3nNcladnbqbYahzS53sjNt7nffsSTt5yR3ODSy37W9y0qDO4Hv0p0WntboWb75HT0rPnOdzZ6YFZRUZS0OyblFXZt6/qQ1AWUoxkxZP17/AK1hK2ZT9KUk7EU87RUCth2PauhQ5VY8utLnm2WQxY7RU8ahR71XtAWG49+lWxwazl2Od6aCgUuKM0uagkTHNLRRQAUtIOKWgApKSigBaKQGjNAC0UmaM0APBpwqOnbsCkxNEmactRg8U8dalkj6a/3DThSHkUhGTMcvG46hsGpTxKfQ81AwIkmB7EYqd+Nh9q6Dcjl6Gobc4Y5qxIPlqCMYkIprYa2PuCiiiuo6AooooAKKKKACvDP2h/vaB/23/wDZK9zrwz9occeHz/13/wDZKun8SEzw+kNKKWuwk+n/AIJpt+Gdkf700x/8fI/pXodcF8HF2fDHS/dpj/5Eau9rhn8TLPm/4+2aQ+NrS5XGbiyUt9VZh/LH5V5UK9d/aD/5GvSx/wBOX/s7V5EK6afwoljqWkpRWghaM0lLTELSUtHamAoNPBpgpRTQD69H+C+vR6R4smtriTZbXluVJPQMvzAn8Nw/GvOYopJ5ViiRnkY4VVGSTXp/hfwiNHsZL7USY7yRSFUH/VD/ABNKdmrML21PoS3uYbuBZoJFkjbkMp60y+MAsbg3O37OI28zf024Oc+2K8OsPiNc+EVSO4RruM5xEDgsPr2rmPGHxT1vxYj2i4sNObg28TZLj/bbv9OBXKqTbKvocGI1DttGFycD0FOxS0V2JWEFfY/h0SDwzpQl5k+xw7vrsGa+VPCHh+bxP4osdLiB2yOGmb+7GOWP5fqRX14iKiBFACqMADsK5sQ9kOI+iiiuYoSqOr6lFpGl3F9MCUhXdgdSewq/XnHxK1hwiaZEcJjzJj/IVlWqezg5GtGn7SaieZa5q51fxHe6v5CxXF0qrgNwqqoHU/SuMutW8m9Y24R1BwXYfe+noKt+IbtlcwglXkGWAPRewrnG5YL+J+lclKLkuaerZticR7N+ypaWNefUop4Cw3IW6qetZDvnAROvOSatC2Ij3SHaD19qgwNxOMegrWmoxd0TXqyUFz7jCNoyetVdwAfPSrUhG2qJPyvn1rWOupwR1NC2U7AzHk8irQPFV4j+7X6VID61lLczepLkUA0wGlzUWFYkzRmmA56UZosA+lpoNBNIQZpc0lFABSZ5oNJTGLkUAikpKAHg0uaYDTqAHZ5qRTk1DmnoecVLJaJ1Oad70xOtOY4Un0FQyTIZy5djwS/9asOMxoaqHhlA7nNW2/1YrofQ1ZE3Q1Eud2anYVFjFNDTPt2iiiuo6QooooAKKKKACvDv2hvueH/rP/7JXuNeO/tA2Jl8O6VfAf6i6aM/R1z/AOy1dP4kJnz9S02nV2En1N8HpVk+GOlhTyhlU/XzG/xru68s+A1353ga5tyeYL1wPoVU/wA816n3rin8TLR86ftAuD4y05B1WwBP4u/+FeTivYvid4fl8ReLLu5WcpNCBCgf7u0dB7ck/nXll9o2oaa5W5tnAHR1GVP410U2rEso0opKWtRC0uKQUppiAUtT21heXjBbe1mlJ6bUNbGk+Eb7UdTSzmKW2epcgn8B3NAGDXS6H4J1XWSsjR/ZbY/8tZRjI9h3r0HT/CeieHNrNB9pugfvy4J/AdBXQmZFTDkBRzk9qnm7EuVjJ0PwzpfhuISRKHkIw88nLfh6fhVi8gk1V8RsVjXhR6+9WlRtQlGB+7HTPeteK1WFQAOlefXxNnaG53UMK5e9UM/TdBgtxzGrNjliMmode8Cabr2nyKsEUF3j93Oi4Ib3x1FdDFIsY5FBuAO/FcUaklLmvqdkqcbcttD5lvrKfTr6azuozHPCxR1PY1FDbzXVxHb28TyzSMFSNBlmJ7AV65498I3fiPU9Pl0m2El5M3kyDOMjGQxPoADXoXgT4cad4NgW4kAutVdf3lyy8J6qg7D36n9K9mOJjKmpdTzKlNwlYh+GXgNPCGk/aLtQ2rXagzN18peoQf19T9K9ApMUtczk5O7EFFFFIBDXlXjTTJb7xXFZxqzPcuuD7cfyxXqp61ny6ZDLq8WoNzJFGUUfXv8AzrCvT9okvM2oVfZScvI+Xvidax2HxA1O2iAWOIRKAP8ArktcvbBN4eXO3rgd/QV1fxUlFx8TdaxghZEU/hGorlM9h0pOydjkc7T5iSaZpmy3A7KOgqI9KCaaxI4qUiZSlOXNIjkPFUifkc+9XZPuGqY/1bj3rWJUS/E2Y1I9KkBqtCw8pcHoKmDZrNrUholzTxUQNLmpsSSA0uaYDTqVgHUZpuaUUhC0UUUAIaWikoAKKKKAClzSUUAOAp44pnanDrzUiJUPNNuZNsDep4py8VUvZNzKo6Dk0JXkJK7KQbddqvoKvt9wVlwnN4TWsR+6H1rWas0aTVmiF6j7VKw45qKkI+3KKKK6zqCiiigAooooAK4T4v2H2/4bangZa32Tr/wFhn9Ca7usvxDYjU/Dmp2JGftFrJGB7lSBQnZgfF46CnCmgEEg9RSiu5EHuv7PN1m3120J+68MoH1DA/yFe2189fAC52eKtTts8S2e/Hurj/4qvoKVtkTsOyk1y1V75S2PJ9Yje41i+mjZX3TMNp9jiud1KyaXBAMbdw/Q1qSsyzvMpILMWIJ7k1Sub6SGMvKobBwQRwRmrgZy3Ma18M6dq9zKlxY/vYgCQj7Mg/zrLtvCWkXNy6ZYAFhxLjGD+NdbpM0Qa4MQZVOAM0lulsITIYEd++Bg1qmS2zAh8H6HHIokBYZ/ilP9MVo2Ph3RrfV447SzhmZ1ICsd5Vu2M1rXhtba1V2hVCeAfLzj8qz7a7sFvUkjkn+0H5RIiYVc9+aTu1owUmbmtaVc6cLSXbCTECMITz/s1yN4bma/S7htDHPE6yHDjaMcnpXT+JdQuZreKKV9xXh2C7ct7etchcX7zoFKzTKp2iOMbRn39elVBNrUUmr6Hb3DxyxR6jGoI2AAseCD0NT6dYSakyyToUiHO1j1rG8Oa3pP9l/Y9QEkdwh4ibkAZ4qz4i8Wiy0qT+zvkIPlmV1PBIyMVx1ak5e7BHdQpQj782dBbywSX8iQD5IDsz6nvWgzZOK53wjb+Ro0RlctKRuZmOSWPJNbjE5O09a817np7iSt6Gqjz84omkIyKptKEOX7nAx3qUnJ2QSaim2dL4ZdP7S3vg8FFPof/wBVdoK8rW9Gn3STxuANw8zn+Lt/KvTLK5W8s4p16OM/jXpql7OKR48qvtJNlmiiigQUUUUAITgZozkZ7UtYnivXovDXhm+1WUg+RGfLU/xOeFH4kikwPlrxlN9p8c69PnO++lAPsGIH8qxRTp55Lm4knmbdLK5d29WJyab0Fczd2cz1YcdT0Hao2OTmnE000xoY/Q1UT/Vt9atNyDVRPusPetI7Foktj8pHoasg4NVrYfM1WgKUtwe44E04Uyn1mzNjgaeKjFPBpMQ/FLSClqRCZoNLiigAooooAKKBRQAUooFKBSAAKeBz0pAvNSYqWyWxCQorMlfJY1encBDWZM2FNaU0XBENrzdGtr/liKxLQfvSa21/1H41VXcqpuQv0qJfepn6VFSRJ9tUUUV1nUFFFFABRRRQAUh54paKAPjHxPY/2X4s1axxgQ3ciKPbccfpisoV3nxk082PxLv3C4W5SOdffKgH9Qa4MV2Qd0iGei/BO5+z/Em2jzxPbyx/+O7v/Za+ivEE7Wvh7UJlOGWBsH3xXy78M7n7L8R9DkzjdceX/wB9Ar/Wvo7x9dfZfC0w3hfNdUyfrn+lY1l7xSPLjcFbYO4YMff/ABqOaW0njNu0hV2IUcdzVaVppI8FePXIxVUsqThj87buMdqcUZyNaExWV5cAp5fm7do6jrVXT5rjG1/kbuCAanaYywIu0Fl9abGwJO4cj1raKM2y/IHuFCSCNlP95KiXRtPZyskaliOq8YqNpGPQnI96C0oIzxnnOabQBNBJcahBC9wzrGu7JHOBxmsyxiY308a/LH5rM2OOcnit6AmVm3sWYjbwOv1rMACalcqCud/O3t0qk9LCe5chtLaORpQq7yuC3TNSTadbTaLJZT/NFKc5HVTnOaiDYBGOnQ1IJCcjBxjBpNJqwk2nc0bbNtp7PG4KxLng8Gr0WoMY+V4x1rmFS6i/1EoCH7yN0NSC81BkMZ8vB9q86eBd/dZ6kMere8jp3mQxA449TWbcuHnX7P8AMwBG/svrj3qhDDcXDKZ5mIHboKu/aI4f3UaZPoBW1HCRpvme5z18XKorLRFhbWC4tTbup2nhvUn1rr/Bd3IbSWynJMsLYJP8Xv8AiMGuNhlnLZYBc8mtrRJ5LbX4Ji/7qVNj/Xt+h/Stqqujng7M9EooorlNwooooAQ14P8AHbxKZ7+z8OwSfJAPtFyAerHhR+AyfxFe3alfwaXptzf3DhYLeJpXPsBmvjrWtWuNc1u81S5/1t1K0hHoD0H4DA/Com9CJvSxTHNOPGKatKTWBiNNJSmmk84poaGPxVQcb/rVp6qjh2BrSJaJLT5pGX2q5sAFU7U4uPwrQ3ConuTPcaBgUU6ioIG09aSnqMChgOFLSUtSITFFLRQAlLSGigBRTsUwU8GkwFAp20npQBTwOKRLYgpxIAopjkbTUiKt0xxzWfNwmatTtls56VnTsXbA6V000bwRLaLyWrag+aJgOorKt1xGKv2snlsc9DU1dRVNRX4NRVcmi3rvX8qpg9aiL0ITPtmiiiu06wooooAKKKKACiiigDwr9oXSsPo+sKvUPbSH/wAeX/2avERX1L8YNK/tT4cagyrmS0K3K/8AATg/+Ok18sqa6aTvElmt4cufsfifSbnOPKvInz9HFfRvxYYf8I9axZILXAPB54U/418wIxR1dTgqcivob4j6mLzT/D8wyUng8/jpyFP9aVVapgjhraJZECs0x/4FV2K0hU5Ckc96gt58jAUKMdatxkjkAHnrWsLWMpbkr7Qi7B0600n93u6kcZApXJIA4zTVYBTuyaokUKCByfqaepYu3GcUKwKqc8e9MeXbtwOCaBkyS4fGH6bvk6mopv8AkLEb0HmICFA+YnoafFLvPlBM4U/MDg5rLuJmGoWcjYU8ocnNCJZuMhX8arzyEEDByatyglRnIyKpSqD1bHcUIB6ScfMSG96nizKwUVVAUN03H3q5aCUvkcKe9AFlYFH+tkwR2qVTxtiiOfUjinBY4/m25buTSvLhs0xBAjmTLnPsK0UBEYkGcxkMuKyonmkJMa/nxWjEXERV25IwAKmSGj021k861ik/vKDUprP0Z9+lQHOeMfrWia4nudSCiiikB5P8c/EP2Dw1b6NC+JtQfMgHXyk5P5nA/Ovngmu2+K+uHWviDflXzDZ4tY/T5fvf+PE1w7HLVhJ3ZjJ3ZKo+XNLSE7Rj0pA2eMVBAGmd6c3So8/PjNNFISTpVWQYkz61aeq865XI7VpEqIWwzNWgB61n2xAnBz1rTQEnmpqbkz3DFLtp3AoyKyuQN24pRRmkoAdS03mlosAopaTNFIQUmaWkNAxacDTKcKGJkwFPqNDmpKzZAVBMcIamPFU7x8DHrVR3HHcpE7iRmmGPJGKLdg0jZq1HGK6G+U3egRptUCpMYp4FG0Gs7kEsMpHBNOaFZHDrgHuPWoenanK5Woa6om3Y+06KKK7jrCiiigAooooAKKKKAKmo2UeoaZdWUozHcRPE30YEf1r4ruraSyvp7SYYkgkaNx6EHB/lX2/Xyj8XdJ/sj4j6iFXbHdbblP8AgQ+b/wAeDVtRethM4wV7Lq9ybz4eeDrvO7bbNAf+AkL/AOy14ypruNH1s3fhi00jkSWc0jIc9Vcg/wA81tUV0SjWtiSoyCB7itKBGTk4/OqtvZyyhQ245q7Hp2Sc7+PVqIozluOK78n5S31pohVc5YfnT001d4PzDHXBqf7FbAHK/masm5WchSwDZGO1RFlAGCc9+9WzbRI2AV2/WoHWNM7OO3SmJkEcsQ1K3bzCpJKEdRkjj+lVTDJfawY0JCQkFmbtTdRaNHimwyOjq3HQ4Per2jzKmoalKQDsLYXHXFLZhua+oSxxz+UoLEIGGO+RWaW84EKo6cg1FcNLczxzzOC7pkovAHpirAkCcRqPehCdyxCiKFLDkc1J55B2oBnPRarsd5yx6dVxU0Mi5CxLk+gFMCQ/aZCv8GevepYrZlYEyE46g0gFy2RlVX0NTRR5b74JpATw/u2OefSrcQVX/DvVLaYcEMCAM1cgXcscjcFhk+mKTBHf6AMaPB9D/OtSszQf+QPbnGMitOuJ7nUtgooopDPirWWdPEepxy5LrdzAk+u81SU7pcDtXWfFXRJNE+IOpqVKx3Mn2qI44ZX5P5HcK5KLhN3rWMlYyaJGbNNRvmNDdMio4yTzU2JtoTmoT/rfwqUGon4lH0oQIRzUZO5SDSynFJnA61aWhViOFT9oVfeteRsYUelZVu6m8UkjA5rRLeYeKipuiZ7i5JNG00q4A9af71FyBoBHWilIJpKQDgKKQUooAWiiikIKDRRQAUopBxS0ASKcCpRUK1KDxUMliMfavRfEXwk1aTwlodzpVr598kLG8gBAYlzuBGeuOlYPw+0IeIfGthauu6CJvtE+RxsXnB+pwPxr6kAwK6KMdLs2pRurs+M9c8Lax4Ymt4tXsmtZJ08yMFgcjOD0J5qlH0r2v43+G9W1LVNO1K38t7NIvICl8FXJJJ+hGPyrzOPwfq7KNqwf9/P/AK1E9HY19lOXwq5i9qjdsDg10X/CF61/zzgP/bX/AOtUU3grXlXK2SuP9mVazVu4fV6v8rOdErZ5PSpY5kc9atXPh3V7QEz6bcqvqE3D8xmo9K0m51XVbfTrVN11cSCNFJxyfX0q2kzOVNx3Vj7TooorpNgooooAKKKKACiiigArwP8AaF07bf6NqQH345IGP+6Qw/8AQjXvnavPfi/4ck8Q+E4UhKLJbXSSFm7KQVP8xVRkou7CzeiPl5a1NEfGpIu4rvBAI9e1ek6B8N9F2K180tzJ3Bbav5D/ABrpp/Buhx2EiWumW8cqjKOF+YEdOetP65TeiNnhprVnD2OoXiNhpEOOzqR/KtyK7u3TIktgO/NU7JRJkMBu3HOfrW7FbRsuOOvPFdS2OFlMC5k4M0I/3ahaxmZ8faV571sDTIT1VfypjadbhcEYP1qrkGSdPZOlyPfNMe38sZEgbn1rQaztkJHOfYmqbrCGIwQPrTGVLhWa3kWRFdccZ61WEMseox3MT7FfdyOjE4PNaJaJEYqMj3qG3lhEcSbMY3DGc9yP8KiSdxonBDRKiryB970z1p6oQAFwSPX0pikggB8JStdQwL8jbn745ppCZZSA53P0/Kp1ljibaOuOgrMikmuuWPlpnPvWjbRRQkFW3GqETx3MjOAkBHuamUysR8uD7VPGv8WBgnirMRO77o+tTcZXit5LiVUYbVJAJPpV67XzLnZFwiALxTA+yZCwBXPSpEjfeccAvz+dQ3qNHf6WmzTLdf8AYq7UFquy0hX0QD9Knrle50IKKKKQzjPiB4Ds/HGj+S+Ib+AE21xj7p/un1U18ta3o2p+GdSk07VbV4JkPAI4YeqnuK+2K5vxpoVhrvhm+ivLW2lkSB2hedc+W+04ORyOfSpaTE1c+QN2RjFNIZTwOK6+H4f6xMPkls8+7sP6VYPwz18j5WsT/wBtiP8A2WsOePcr6tVX2TiBJn1prvlgcHiuvm+HXiOIZ+z27/7s4/rWXc+Etdt8+Zpzcd1dT/WqUoidCot4mA77h3qI7nYIv3jVq6tLm2bbPbyxn/aWp7W18tPNbGfStUKMWnZoZDYrGuWGfensxj+UNxipHlIG3qKqybSc54oaT3NJRTWpaVgOvBqUEHpWeZXVtwYZx19a6XS9Ls5/CN3q14JoTDJ8kkRBDcYCkE/3se9Zyp9jB0n0MukxmoYp/MH3lz9cGpd+BkggeuKzcZLoZuMl0HEUCmhlJ4NOpEi0UlKMVICUtJShcdaBC4opQM0beaVwFWn/AEpo4qRRzgZLdcAUtXogPcfgdonkaNe61Knz3cnlRE/8806/m2fyr1quH+Es7XHw8sNygeW0sYwOwc9feu5rtirI6oqyscB8Tpgtnp0Gfvys35DH9a4e36DIrpPihc7tb0+2B+5CzkfU/wD2Nc3bgkDtXHXfvHrYRWgi/EoJyRV6JM844qvAnTvWhFGABXKzsWgJAGwduK0dA8NWNz4it9UlhXzrEFomAwcsCvPrwTTYIwT14rpvD8WI5pMdWC/lW+HXvo5MXL920btFeP8A/DR3g/8A6Buuf9+If/jtH/DR3g//AKBuuf8AfiH/AOO16J5J7BRXj/8Aw0d4P/6Buuf9+If/AI7R/wANHeD/APoG65/34h/+O0AewUV4/wD8NHeD/wDoG65/34h/+O0f8NHeD/8AoG65/wB+If8A47QB7BRXj/8Aw0d4P/6Buuf9+If/AI7R/wANHeD/APoG65/34h/+O0Aev1zXjifyvDzJ3lkVf6/0rhf+GjvB/wD0Ddc/78Q//Ha57xT8cvDeuQQRW1jqyCNizeZFGM8e0hqKl+VpF0rKabOl0htshzW/1Ga8ks/i5oFuQWtNSP0ij/8Ai60v+F2eGsY+w6t/36j/APjlcUaU+x6E61N9TSu4IrXVbiM2r4J3qyN1z7GrkEsKrkLOD7pXE3vxW0C5vfOWz1EKVAIMaZ6/79Sp8WvD6gf6FqXTtHH/APF17FKaUVc8ipH3nY71ZYSASX46fLSsbc8nPryK4UfF/wAPgD/Q9T/79R//ABdI3xe8Pkf8eWpc/wDTKP8A+LrT2ke5m4M7KR7fcSCBiqM01tkYUE965Zvix4eP/LlqI9/Kj/8Ai6rSfE/w+4x9i1D/AL9pz/4/R7SPcXJLsdFcPGylUAA61mo2yUgdmJ/lWFP8Q9DYjyrS/HHdUH/s1dV4b8P33i6WN9PYQ2zosrSSDOxWGRn1NEpq10NRd7MrmZUQvK4UdqrLehifsyAgnl2qDXdLn0rX7vT7iUy/Z32q2MBh1BxU0CoAABgegpqV9UDVjUsI2J3SMX9Qeg/Ctu325wFUD2FZFpjC7SSe9bduAq44+tUKxejfjjHy+lPYsOvpmoIxgEipj8y7qkQqkOw3DpV+zjaS5hGcIX4HrVGNewHNa+jJ5mr20eAdvJqJvQpLU7tRtUAdhTqKK5ToCiiigArn/GNx9n8MXmOsgEY/EgH9M1v1xvxDnK6VbQZ5knz+AB/xFZ1XaDNKMeaokcZYpt25rZi5HtWVZAbcn1rWj4XnpXlo9xkdxgL2/GuR1q6EKNuOABzXRajcCKI84zXmXiXVDKzRKc47eta043ZnUlyq5zeqXLXl+NrHy1PPv7VWl+RB7VIITGgLcknJqncOdx56V6MVZWPJlK7uyF2JNQk8+1LvOeeKTcMGmQMPHIrq9YvrVfAmjada8OzFpm5yxGSfyZiP+A1zCIZZERRudjgAdz2rS8QFY79LFOUsolhyO7dW/UmgDJKlcEHr6U9ZJFBUE/gaAAVA/WlC4oAnjun/AOWgDfUVZWeEhcxkeu1qrIASMjpVhIlI9/eiwWT3LixW0gOy4dTno60jWwUjbcRHJx8wIqr5LA5GRTirnualwi+hLpxfQs/YpsE5iIHo9J5Ei8sEx/vimKkuOCeKf5TheRmpdKJLoxHLE5GRtx7HNWdP0q71OZ47cRBkGT5kgXvjjuayXhkVsxZQ+gOK3/BVtLd+K7OJiNr5U5ORzgAn8cUeyiHsYlCW1NtfTW11MsbwyPHIFG45UkHH5VZjKrEfLQoh4AJ5P1PerHiS1Sx8XaqkzhmFzIcAdyxPFUPNZvnYYUdFqlFLY0jCMdj3T4JaqZ9CvtJkI3Wk/mJj+4/P/oQb869UPSvnr4Lamtv43mtZHC/bLVlUE9WUhh+m6voQ9KpClueK+OLn7X46u1ByIESIflk/qahtE6VnXdx9t8Tanc5yJLqQg+27A/QVs2q4QV51Z+8exh42gjRgjwM8VcjUGoIhgDHWrSgZHasTdluEYAwBXXaRH5enx+rZauUtkJYDrzjFdtCgjhRB/CAK68KtWzzcbLZHwLRRRXacAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX2h8NNNh0/4e6EYwN1xYwTO3qWQH9K+L6+3vAn/JPfDX/YKtf/RS0XEzzD4qWqxeLxKF/wBbArfU8j+lctbjoO1d78XrVl1HTrsdGjZD+Bz/AFrh7eRyoKkY7giuqk9DKa1NayiBVTu4rYiwQo71lWbswxxx7VoQMTjnp7VbINOMAnaD2p2Ow60yIkJk9QKkSQHGQT71IEinDYrofC8Ik1B5gDhE5Pua55PvEkdq7TwxAyae0zAAyNx9BWdR6FwWpu0UUVgbBRRRQAV518RJt2o2MAPCRs5H1IH9K9ENeV+NJvO8UyKP+WUaJ+mf61hiHaB1YON6qKtkPlA68VosQsec4qlZp8o7Y61JfyrHA3OMDNeej1mct4i1HAYKcV5rdym5uDIOgPBroPEV8ZZ2jU8k4rn3wq9AK7aENLnn4qd3ylaWXCYznFZsr7iasztkkVScEnNdJxMaTxSHDClxQAM49aANfw/GlvNPqkozFZpvUH+KTog/Pn8KyWkMjtI5y7EsT6mtrVMWOm2elJxI4FzcfUj5R+A/nWKy+1AhV+nBqVQKjVhipVIwKBkscZJq0i47fhVeE89+TWlBjHzAEUDQxc4xtp4HqtX41iI5Who4iOKAKSnHTpTw9StGoPWgCNeepxQMquB1IB+taGgXD2j3dzFtEsNk8kZA6MCpGazZpC0nC1e0gf6LqhI6aewH4sgoENndr69kuJ9pmkxkgeigD+VVpkmAIVcVK80MXzO/PBA/CoLnU5Jk2Qx8HuaBkOm6tc6DrdpqcDnz7aVZFGeuDyPxGR+NfXg1eC48Nf2xC37h7X7SpP8Ad27q+LLgMrEuST619Ya9cw2Hwike1GyE6dHHEPQMqqP50tkS1do8p0XMg3t95zk/WuvtY+AcVzWgxfukPtXWW6YHNeZN3Z7kFaJZjUDntUyAjtTAfl7GpEJ3cVAzZ0eLzryMHoDuPHpXWgdawfDluQJJm/3RW/mvRw6tC54+KlzVPQ//2Q==", "path": "030027.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030028
Women Tops & Tunics
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"path": "030028.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030029
Women Tops & Tunics
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"path": "030029.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030030
Women Tops & Tunics
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", "path": "030030.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030031
Women Tops & Tunics
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", "path": "030031.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030032
Women Tops & Tunics
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"path": "030032.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030033
Women Tops & Tunics
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", "path": "030033.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030034
Women Tops & Tunics
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EZz1609EW4iG4YcDBPvQqnRg4dTNmn+8Mge9RRTCPG5wQX+U4+ZT/AIVoSaduzklfcd6qvphiJw5PuaJO6HBWNnRJXWczNgBVwhzyAeD7dK6uO4S5gKHBrh7Z3QYOQRWnBfNEQ2frVQnZWYpQTd0XbuxxIQAKl0+0IlAxgdAKuW1zHdqp4PTIrVMCqqkLgcdBWySeqIbtozG11VFrBgdGI/QGucZutbniCX5Ylz1LEj8a59261aMJvUQtgGmiUfWkIyCKQKM9O1OxJMDnmlFR09SfSkNDqTOKQmgmkDYFqic8U9j71G/Si4hhPrVe3/49EJ4yxPT3qZuAT7UyBR9kiAz93NMnYYW5P50zP3qlIGTUbCkBGxpMUp460zqR9apgbEpzPJ/vH+dKvvWfLolubiT/AImOpjLngSJjrSroluCCNS1X/v4lYdTU01cetP3jFZY0aMD/AJDGqD/vg0o0cD/mM6mPwQ07AamV9aMjsazxpQHTWdRPoTHHS/2a/wD0GdQ/COOkFy9kUZX1qiNOYHnWNR/79xigae+OdW1D8o6B3LrHI4I60BgBVVNNwWJ1jUASCP8AVxmmf2dcH/mN3f8A34jNAi/QMetUP7MuMnGu3H42qf8AxVILC8HTXZ//AAEQ/wBaLDuX8r/epaofZL4EAa3J+Nip/k1ILa//AOgy3/gvH/xVFguaP5VHVP7PqB/5jZx/14gUxrfUx/zHl/Gxb+maLCepebpTap7NTA/5DcH/AIAP/hQBqX/QYt//AAAcf+y07AWyBnBAFcr4gmC3BJYAImPet9U1AEbtTtHHGQLRwT7dK5DxRKyR3DlgSDjIGBWNTdI3pLdnnGpHMi8+p/M1QT/XDBFXL8jzgB1GB+QqkmBIPmAwa7Y7HM92STty3uBzVb2qSd8kcED/AAqEZJ/CtEjJsepGcmnqSelQjPsalT19qeiJuSLuJyemK7b4eXL297c7Xx91sg4IIJxiuVs7Z7g/uLcydtxHT8TXb+GbH7Ipc43s3zY9KwqSVmbUU+Y9isfEl0IgHjjl46nKn9OK1YNdllHMMYP41xtgx8oc1s2rYxz0rl9rNdTpdOPY6EanJg/InT3p0V68vUAD8azFbcM1YtWwcZqoVZN2bIdNW2NdAWAzjJ61J9nz1k/SoYW4FWS/IrpTZnyoYLVTyXamXFiDE5RyG2nbnpntn2q0p70N3GaLhZHn512WC5MF7bCGRWwwJOD7g9xVo6pEVO2Pr3HP5muiutNtdTtfKuYRIhJK9mXJ6gjkVz8nhOWzObWYzRZ4WQ7WX8uDWMufuaR5epZs7CPUkTbGNzdMnAqhf6VJBGwVBFMvX5a63w7a+Uuf+eYwSc8sevWtS+sIb2Jg/Dj7rDqP/rVbpOUd9TNVVGVraHj5uRHNJDcDDJjLxjg+5Xt+FXImUhWUgqRkEHIP41ratoBErq6YbPX1H+BrnJrK5spWe3P1U8qfqP69a4tU7M7lyyV4m5EUmGKimt9vuKoWl6JcjBWUcsp/mPUVpJOCMN9KpTJcbFCVOcjOaiMhWM5+taLxK3AGQehFSro0kykhck9KrlvsCdtxvh9pTcIqnIzyPxrvdgEWB3FcrommvYTO0vUcKK6oHMIGcZWuinGy1MqsrvQ47xE+b0IOioPzPNYjHmrniG4vTrNyItNnljDYDpjBAAGaxjLqOeNIn/MCtEc0i2O9L0qkJdSBx/ZE/wD38WjzdSH/ADCLj8JFpkl7Ipd3DVnmTU+v9kXPPuKQyaoeBpNx+JFSxps0d1G6qG/U+f8AiVT/AFMihfzNAGqEkf2cAQMkG4QY+vPWnoF0XCwppYVUb+1cf8g4H6XCGoj/AGxyBppHuZFqR3LczfupOMnaf5Ui/LCi4xhBVIxa1JwLFB7vIn/xVLdJrjTkmyjHbCSoRx77qCSyWGKjLD1qiYNb5P2VAP8Aron/AMVSGDWhnNvB+MiVSVhFtm4qLdgj61WMeqd4rfI/6bJSbNSJGYbbGf8AnstMDpZSfPk5/jP86Afekl/18n++f502uZm1yYGnZwfwqIdvpT6LgKG4pVNNoAJpp3BaMfkUZ4pO3NGfeiwD6Kj3H1pN3vRYdx9FMzRnilcVmScUE5qMGgGnYCQ9qQ89s03OTTqLWAZSE4pTxULVQCuwVXcngAsTXnXii4Ms0iMeikvn1PJrtNUu1trU7gCCM4PoOa8u8Q3ZBcu2ZZGLP6jPIFYW5p6G60gc3dyb5yfWqwbrzQ7Es59TWlZ+GtWvgrw2cgjPR5BtUj2zXeklucbb6GQzZFW9P0+41K6W3toy7n8h7k9hXZaT8OZZGBv7kIuc7BXoek+GtP0+NBBGR0yAAMmhzS2J5Xuzz+XwTDp+lm7kje5O0B8HATPVsDtVKx8NWxlLMrsucosnYe+Ote5RWsPllfKG0gggjII7j6VymseGW00yXVqpktDyw6tF9fVazm5I0go31Ocg01IkUKgGBjA6VoWcIilKAY7g/wA6dEwIx3NXIFUyKeAQeK5mzqika1m2FFbNsRt981iREcY4rTtJCDisizYjfjB9KsQthhWcHwaswyZbrVQ3JaN2GTAGalWTMmKzFnAUVJZziWbjNdCZk0bRYKuc1BNLuxEDy5A+g6k/lVe/uBBDknHaiycyAzEHBGEGOQPX8atS1sTbqXcKM4qvNL5eFUAyucKO5NRXd+tsACC0jHCIPvE+gFW9J0+WJjd3hBuXGAvaNf7o9/U1UVzMmTSRpWsQt7ZI85PUn1J61IDk80nX+gpRgDFdC0OcgvrOO8h2v/wFu4NcbqFg1vI8TgZHf19DXbF+aytdgE1oJgOV4J9jXLiKSkrrc3o1HF2exwZso2J7FcYNNaJ1HUnFXXYRysuKtpYhrfzQc1wQg2zub01Mi1kdJuRnnpXe6WkZsklA6iuZSwTIJXmug0yby18k8AdBXXSi0/eMKjTWhLcIBIW74qdRiJP90Ul0MgY7ilXPlrn0rZqxmndHBatzqV0TjO9v51lsFz90GtPWTjU7kejmstz700ZPcQhP7gpMjHQflTC9NDdRmgRLnikZyOwPH0puc96M+9FguLk4HIpM0tNLUmguwLHHWkJPoKCabkc49cVPkAbiB1/pTS554pzdKiJqkgAsfU00tx1pCaaTmmAhOTSUU3/GmI3ZR+/k/wB8/wA6QdaWU/v5P98/zpVFczNkKKWkFOqRsQ8ZpPNNLUR6kU0Jkm/14ozTFbNO60MasFFFFAxp60gJxSnrSY5pkMVT6mpFqMDmpB0oW5Q4daXdxxTckDrTGbHfrScktwSb2FLVE7qkTOxwFGTTTKB6n6CrGl+H7jxFdETMYrND+8I6k+gqHUW0dWaKDWstjmzYX/iS8cWsZ8pTgEgkcdgB196nX4QLMxmvmeaRiSQ8mwfkoNexWWnWmmWy29rCscYGMAfz9aiunHIx27VpSptO5M6l1Y8usvh3ZWEpaC1s45B0chnI+hatE+HCCxNwfwGK6uYKajEIOcngiulUzDnObXQyqthjgVZtrAqTznBrWcPETlcg0IyHIFO3Qm4R2uFyBn19qsJbjbjbkEYwRwfY+1LA4U4BFWkUZyg/4D6UWA4XXvCEkRa90qMsnV7cdV919R7VzcLA9QQR1FexIR1zWRrXhax1XM6Ytrvr5iDhv95aynSvrE2hUtoziImKkBuenNalnw1Vb3Q9SsI4y1uZQuULQ/OCByDwMjg4qeyZsoJBhicYPWuSasdEHfU1AoYVYiGMGmIMCpPNAB5pwE2yO5nZY8A8+oq3orHcS9ZLyK84Hv0Het2xsL0jKQEAjq3yjH8/yFWrtqwnZLVj9TcOUJwQOg/pVyxMk8O2BN5/vdEH1P8ATrUlvoqTbJbtzJ6ImVQjtnua118uKMJEgjVeAoGAB9K6YU3e7OeVRLREFjpkNqzTSHzbkjDSEdB6AdhV7fziofMLE4I9z6U1pljU4IzW6SWxg22Wd45HU01nIOKpxzMZC1TFvWhO4D8jPIzTJJcKQcEGo3mwMDrUe45JPPpSewI5rVdPSC5PXawyvHT2qO1uPKYLnMR4I9K2dUj+0W5x99eR9O9cyGKse3rXDNcktDsptyVjYclCO4PQ+1WFbIVlPOOayllLwgdQKuwyCNRk8VpF3BxN5jmPHcAVGG5ReehpFlDK5GCApNUbS7E8g5GQuKpsIxOU8RKU1i4/2jkfQ1iMxrsPFFnvgS7QHMfyv/uk8H8DXHN1P1qk9DFxsxCetLupmaTPWgkko3e9R0ULQVyTNKGNRA5pu6jUZKTxSbvambqQng80WDUcSMUw+1IT0qMmmA5jUeaUmm0JWDcUnim5yR9aKZk5465pbhsdFL/r5P8AeP8AOhKZKw8+T/eP86A2KwaNSWim76buNTYd0PNRnvTl6U1uppoGNpyn0ptFNiJs0lRbqXNJId7ElCdqbnPajtTBseOn40hOAaZkAUxnyDzQFx5frUL7iDggHtmgtTQQOtKUE1qNSa2K9rb6lqOqQ2FvGymRsGQD5VXuxPoBXq9rZQ6VpSW1sMKgwCepPdifU1n+FdLW0sBdyJia4APuE7D8a2ZsFWFFKmou6JqTcioLwNBkHJGA31qmsvnyyKOw4qlM7QzuATg9RUEFx5F9ExPy7sH6Hium1tTJSuXHRkGeCDimwTKTt4FXZYlxIpxwT+VYkuYZj9a0T0IaNOVFcYNZ0sBiY4zzV+3mEsYyeaWaMMpq7J6iWhmrK6nB5q5DdbcZOKrSwkHoagYMPzrOxSNtJVIz+op4kOKxYrh1Iwatx3eepwc0bDL5JC71Pzg5qYLbXcYMsKSZ7kA/rVISg9DSwzKkjLkgY49xx/KsmtSk3bQnawsj1tk/AkU1dNsT1tlx6Ek/1qQOCThwaeo9xVqC7BzPuXLK3toEzDbwxkdwoB/lUk83mHyFON/Lf7veoBJtU8jGOuaZCeWnZuW4HqBVpJGd7lxnC+ntUTSHnJKj9T/hUT3KKDtqlJcEk5bNO4WLklysa4GABVdZmmbrVCWYscZwKuWK9WPpRe7C1kaG5YUweSelNMm4dazb25Imx2HAqJbwjHNF7aIErmirlpMelPZ1UYBGRxVOGcCNiWG48mlimBJZiPbmpuPlNC1TLFjiuZ1qxWC6coMIeQO2DXTWj5jdvyqvf2f22FsD94oJX39qwqK9zWD5WcdDcGJsE8HqK1bSeJ5GR+hHBrGvITGWqCC8MJw2cVzQnY6nG60OglvZtPuAc7oT1HrRbzRpMXR+G5rIlvVaMljx71zereJ4bBXJcYXrWvNd6EpW3PR3uIZ45IZeY2UhgT1BFef3qfZ7iSEkEocE56j1rkH8catczYsbm3ihHUuMms7ULu51S4W4uJC1xsBYeWQhUdDtLcn0Nbwi3uc9Sa6HcZBwQQc9CDSg1R0u+trmzjEDEYQdQBkf3h7H07VdFVazITugop2BS0XC43GaCoxRngUtIQyinHqaYfumkMYT2pp7041Ge9NB1FJNRksKfTH7UkD2Ez+dNzyKVu9MHWqQjopj+/k/3z/OkBOaJv8Aj4lH+2f50lYG6H5pc9aYKWlYVh1FJmjdSASikB45paYCKOtLRQCD3oAdRnFMyKaWoSAGY81HS5FJVIQDrWpoelrqmpRwuuYl+eT2Uf41ljvXofhXTfsWmCaQfvrjDHPZf4RSkM3DgA4AAAwMVTEmZHX/AGc/rVmQ/u2z0rGiuP8AiYEZ+8pAz+dOC6kPaxU1KILMWA71kXB5/DFdBqADQZ5yK5y5PzHmuiWxmjorS4M9rAx5JTDH1IrP1GIgn1p2kSZtFHo2Bj0NWb1PMXrRBXQPczLOdlkK54Na6MCFJ5BFc+SUlyK2LOXcFqovoJkkke7n3qhLEM5ByK1SuR0qpNFgH3oaEjMZcU3cwI5qy6Z9jVZ1I6ipaKRMk5PGaeZn4YNgg5U+h/8Ar9KpbiCetOR8gg1JSNSC53qGHTofY+hq2kx68VhpMIWJJAQ4B9vQ/TsaurcIARvHTkk4xVLYLF2adyAAxGTgY/HJ/AVMJdoxnjoBWekgJZ+y/Kp9u5/MYpHnbp3oTFYtPcE5wfoahZye9Qq3XJoDZYDNAEkQy2Sc9q0kfy4uoFUYgBjjNPml2xt2wDTTsK1yrdT5kaoY396rSSEymnq+B0NK40XmmCx4pbZ3kIUZNUQS7bR3Nbum2oUZPtUSZaRpRjybdV9epqWD5iOepqtI+SPanJL5UMr5+6hI+vSiOpL0Oc1qJGuJJVGFYkgVzcwVGOR1rY8Ra1Dp8FtDtSSSRwXUnDKmDlh6nI6Vz17dxtEs0ThkYZQg5BHrXHWjyyutjqpSurFHUr4QwOqkjPoc15pqUktxdszsQmcDJ+X689zXT6vfJGG3v3x0z9ePaucfVrfy7m1W0tpFbcI7l0YSAeoG4hSa1op7k1pq25u/D/QV1vxVbwS2zS2+SXC4AHGckd1r3K/8CeH57WYXFhE0k5AlmjyjkAY6ivPvgbKp1XVM9Ps6/qwFeztFvs3ibjHQ12x8zk9DwLxJocvgS4s3t7uS60mebY4mjXfDn7jKRWgrDr3q78Zblk8P2tqmJBcXG056gKMis6IbY0BJyFAJJ5qZocSfIoz1qLf7Um81nqMl3UbqhycYooswJKazUyigdxM0lIaQt6UNgkLmmv8AdpM/dptJIGxGpnT86cTmmZ/nVMEdBMf38n+8f50gOKbM2J5M/wB4/wA6Aaw6mpLS54pgNDUWHdDsignikBzTaBNi7xR5lMoHQ0CuO305TUdAosFx5bmmUZBoqkMKKKegGaAL2i6adR1OKAg+XndIfRR1r00gAYAHTAArE8MaZHZaclxjM1woJPovZRWzIc4qErgRTHMb49KwbsmC4tpR03YP45Fas8u08msy/G6xVsco46fWtYLchssufNtSBjpmuZulIlYV0cDZgbPXmufvBiZxWvQzW5Z0lv3ci+wNaz4eEc54xWNo74lcHuhrai5Ugipg9xyRg3CFZCMYqeycgcdvSn3yfMTiq9sxB/GqYlqjdjOR17Ux0BBzTLZ+3rVjqOvNWtUTaxQkiJNVJI85z1rUZBnsarPGCG4qWrAjKaPk1GFI6GrkkfXioNg9KmxSZWuN/ltgE8YNYn2fUWmmtpYpmtpkKrKSAFGME4xljn3AroXGA2KfA5lLZwQuAPyBqZRuWnoS2Jmj063iuWDSqihmQbQxAxnHap8jjjmmig1aViLjt3BpAeRTBuPXFNTqCc9e1AGhEcdcCoLiTIbB7U8YxVWVgc8YyKARUGSzU4mlIFLCmWHNJlIu2Frlg3tW8pEUeBVO0jCrUksmMj0rHdmi0HGXntSXU/l6a5yPnYKPzzVUSZPByKi1OXFrboT1kz+QrWOmpm9ThfihY3E+kWt/bSGI27GOVkGSEbofYA14qut3qoLUzOsaNzGHO3Pc19MyW0WpwyWNwMw3KmN/UA8ZHuOo96+a/FGjzaLrtxZyrzC5jJAwGKnr9CORQkm7MTbWwskrzxNlyXC5Vic8elRW2yVgCQMqfzplkzAe6nge1StCyTOBny+CpHv0qrdCL9z134Jaza295e6ZcGNZLgBkJwMleCuTXt0xPlyKW3I3Ctn7uOua+Pkgmhw7DbG4yGJxuHcg9/QivWvCOs6xf6fFEb+9kEeCgQB0IHTJYcj1qovuCTZseKrF/EXjDSNKa2TyII2uTIQGDnOADWLcWz28jxSgiRCVYHsR1rv9F05bOSS5mcz3UpzLPJyxPp7DtgcYrL8YaZiRNQiXhsLL7N/C34ionNN6Gqg0tTjKTNOYYJFMoEh1FMBpcmpQWCk6HFMLUbuaLgPpm/2o3mmk9TSSBsKaTSUwnOaoVgLYpoOSPrSE8UgPI+tCQHQTn/SpP98/zpARmmTm88+TOk3h+c8psb+tQk3ozjRtQ/AKf5GsepsXBRkVSW5vc/No+oj38nNO+2yLndp+oD62rUrCsXsmmnpVIX472d8PrbPSnUogPmhuwfe2egC3mgmqLatZqeZHH1icf0pv9safzm6QemQwoGXs8Gm5INVBq1gT/wAfsH/fVNbVbHOBeQH8TQBeBoBxVIapYANm7gHPd6eNSsCcC+tz7FqdguXc4q9pVob7UILfH33Ab2XqTWQl3bSHCXUDfSQV2vgq1V/P1DIIA8tCCDz1ahgdiCsYGBgAcD0FMk4yaN3YHrxUTvgMD0zgGkgM66bLcVXkBfTrlcchM/lV2WIMx64qMx4jdD3Uj9K6YLQwb1K9sQYOvUZrFvxiZ+Oo4rVsz/oqf7grNvhlm4oYluR2D7bhDnqcVtQn5mGRz0rn7ZsTKewNb0Z/eKR0IqY7lPYjvkyMjmspCY5T7Gtu5UMOQaxpl2scA1UiUzThJ+U9quptwpJrNtmDQCrcb44/KiD6A11LBX061FjOcjHrUu1SOKjI5IrQCpLECMgHJqo6Yz39a02XBx7VWkQEn61FhJmTcgxxscHNUNGvJLi4nVlAUjIIBypHGD9etb7Qjpj8ajEQU5xUtalJ6ApHJoOB3FG3GOOo4pOcCrEBHBoHU0p6GgZ9O1IY/PT2qF+alphHNAIrMMVZsomMg44oC571pWsQA5FZtmkUWlwqnkdKozz5Jx61PcSCNSB3rOY5lAPc81MVpdjb6FhG5BzVPV5f3tsvoGP5kVbz6daytVkzeRgfwp/U1Segral2wYG4jyf4qr3/AIQ0rWdattSubeORxE4uEkjysqsMJnPRh2IptnIRKh9K2rBjJbqc9WwPoOKhsIo8s1H4aaZDJMbd7iMk4AL5C1FYeD7GIeVcAznaRk/LwTnHHf0Nen61bDzFkA4ZcHHqK5x49sua5nUkm1c6Ywi1ewmm6Hp8FrFbC0haKPO0SAPjPJ5OetdHbWUNsgEEKRDpiNQo/IVl2r81t2jBlrWEmxNW2LMBq3NBHeWskEo3RuuGHtVbYFOanhkPNaIlo8z1XTpNNvpLeXJKnIP94Hoazq9N8QaMuq2JKKPtMYJjPr/s/jXmkylWYEHI6g8EGqTuYtWIiy0m/AphNBp2JuwJxRupuaPwpiFP1ppYetBOKjPtQApemE8Hmkoo2QwpQeRSUgPP40IR0cxU3MmAB856fWmkA8YFNl4uJMf3z/OlBzWBshQMZxkZ9DTvMcf8tG/BzSKKXaKeoaDhPKBxNJ/30akF1N/z3m/7+N/jUOOtNosCJjdXHQTyf99Gj7TcH/ls/wCOD/Ooc+tJU2HYkLs2dyxt/vxIf6VXLxC4C+Tb72QnmFCMA+m3GalyahkXNxG3PAPIp2FYmDlRhEhUeiQoo/RaQsxGGCH6xof5rSYpMcmgLDRbQSN81nayE8D/AEZCf0Fep6RYR6TpEFokUcZRcsIxtG88tiuJ8MWP2zWIyy5jhG9/w6CvQJXO1j680nqJiIefpTWJ+YZpFbIHXpSPQtGDIFLK5OMp3XuPcVM6qVDrgiooM+YeuKeSEO3ordvQ+ldkNjne5kWh/wBFX6Efqao3f8dX4V2xyA9nYfrVKdc78/hUsFuZ8PBH5VuIcqrZycDmsRPvVqWz8D26VCLuaMo3RVkXMfLCtgHMRrOuUzngYxWjRCIbN8HBq6Dhjz3rLQmOXINagwcEVnsynqi2jd+1DA5zUMLdiQMfyqY84wK1TIInzn8BUbDk8d6sSLz68cVAeTxQMqXl1BYWj3Vy/lwxjLEjJPoAO5PYVzL6jqd8TKZTYRH7kMYBkA7Zc/xew4qbXHN/q6Q5zbWZBI7NKR1P0FQ4xXo4XCprmmjyMbjZQlyQ37gmp6tZAsl0b+LHzW9yAWI9FccqfTNb9vLFeWkV1bsTFMuVzwR6g+4PBrn+oOBmtPw87G0vIBjbHckr7blBIqcZQjBKUR5fip1G4y1NIL2pNvfFTbOfX3o2YyK849ZMjxkdqQrmpccUm2hloWBMnkVfHyr+FRQIMZNPmfatYvU0TsVLh8knNVFbM4HvUrk4aoISTcLn1rRqysQty1Icbaxr85u3zzgAVrzMRxWLcHM7n3qehS3Jbc4Irc0SXNovqhI/MmsCI4IJrT0WXE0kO7qTj8DmpKRsX8XnWb4BJUbuP1rlbhME117yhVKL34P0rmbuMrIyngqSK5aq6m9J7oqQvhq2rOTGPesFuGJq/aTcgZopSG0dNEfMBPtSqDmq1rLkD6VdHJz14rqTuZvQlj6EZrifGulJb51WIHymOJwAThugbA7Hoa7ZRlSRRJGlxC8MoyjKVYGmrol6o8NfUbcE4Z+Oc+WahOp23eTH4GvT9T8DXLRmbSLySQDrBNIQ2fQNXFXsN9ZztFcxyxOvVZAQauzRhfoYn9p23aT9DSrqNsc5mAPoQavGeYD/AFjfTNU7li8sJfDYfOCM5/T9KYDf7Qtcczj9aQ3tsc4uVH1B/wAKsmdiekeP+uSf4U0y+0f4xIf/AGWpAg+12eP+PpPyag3Ftj/j5j/Wpd+esdufrbp/hQShzm2tT/2wUf0oHqQfabYf8vMf4Z/woE8BxiZDznripSsOD/olr/36FJiDPNpbfhGKBHRTcXEn+8f503jmmzsfPkI/vHP500MfWs7GxOrcU7cKrhz60Kx9aAJt4xSE9aZmgH1pWEmODGjdim5oyaLBcUtUbMMqR/exilJ4IqB25Q56GmPUn30qtk1CpySDV/T7N72+itos5kcDPoO5/Ac0BY7bwjZCDTGumXD3ByP9wcD8625jTo40ggjhiGI0UKo9gMCoJ2I4FQtWJscre1JJ060yM8nNE56Cq6h0GQcSke1SzoWjwKghb99ViQ4jJrqhsc8tzIR8iQ46uTVOTo1Tg4kuQCeXzz9BVd+RUjRRT71XYDz1qonWp4iQ+alDNqF8xAHPHBNQTJ8vFOtzladIuVar3RJjygqScCrto/mRCq8yjBPpS2bYJXtWbKReVsdc1ZBByelVe/XmpUYmPqaqDCSJzznnFZmqanb6TbvcXEqjsi55ZuwA6nmrN5eixsZrkr5nlqSBnGT2FcRIXll+0XbGa5kYdBuwT/Cq9hXXQo+0d+iOPEYj2Ue7eyJF3CPLt8xJZyT/ABHk81g3/jbRrGQp9oM8gPIhG4Vj+L7/AFLUNTt9B02KfM5AICsNzsfuk46DvXbWfwD03+xgt5qVx/aLJ/rIyAitXTWxXJ7sOhw0MCql51OplaJ4jtNcgmmt0kXyiN4YcjPTFdtoti9jpwEoIlmYyyA9i3QfgOK4fwZ8P9e8M6/9svoopLAq6OyH7jqeGK16TnPfOeetc1bEOpFRkduHwkaDco9RQODTSvBNSAkYpMHFczOtEQXINLjnpTscYpKTLiTpwMVDcP2FSqcR1SnYMx5rNbjIZGptoMzg+gpkjdQKlsh+9Y99tN7Ah9wcGsaTmVz71r3JG4/SshvvGo6FIdHVvTnEN8WPQt+XFVUGKlQYY/hQB00Hzkk1m6ug+0Fh0YA/j0q1p7k2iknJyRUuqW+bHd/ErZJ9jWc1dGsHZnKyjBpYHwRk06Zc/jUIPOa5YaM6GdBZzds8VsQuCOua5i0lxity1cMAM811QZjJGqnWgDGD60yJsmphyMZzWxmTW8vluCTxwDUHiHRIdb054WUecAfJk7q3+B6GlQdjWhaSebbrnlhkN9RxWkXdWMqis7o8EvLaS2neGVDHIjFWX0IPSqIAN2gIB2qW5+leifEnT4ory3vEwJJkKyehI6GvODkTucdEwTn1NJqwk76gTjvRnNM+9TgcmkkO4vFGaYzUgbAoaC4pPPWkB5HfmhjSDrRYR0E+ftEnIxuP86iO7FTTtmeTn+I/zpp6dazNiMNTlbmmYPpSgH0pATDpS01PpTqBMKTdS00qaAQ0moX6HPbBqU+lQyjKtQhskTOeldj4Kst0kt7IvAHlpn1P3jXIxoWOApOeg9TXqWkWQsNOgt+Movz+7n7xpMC+TwKpzPyandiKpy88nrQl1IZJHkUkpy/bikQ470hOcmjqNPQIsebjmprk7Yagh/1vqBU13xB+NdUNjB7mIhzNcZ7kVE33TRGw8+Yf7p/Q0N0qRoqnGakjPFRngn604CpRRqWb5GAKstnb1/CqFmeTzitFeQfYVa7EGbcJwTgEHvVWPCyZx3rUuE+U5FZTZElTJDW5fU8D3qlrWuW3h7SLjUL0kxxrhVB+Z2P3VHuatR8ryeleafGO4kFvpVkmTG8jOceoGBSjoU0P8LDVfiHfXOranfzW1jayAW9tbnCB+oJFdNfaabcub0TSWsYBc2wwZG7KD/CTjljVL4UReR4PAZCkhuZC6uMEN0wQa7uOIMtw02JLQtGk8Tj5WRiQT65FbQquCaXU550IzalJao2dKmtrvT7aaSFUkiiRmB+YxkrnG7uQOpqvptuNdsZb+8DAXJYQAHBjjzhSPRuM5q5cWkWm+Grq3sohHHFbOI1H+7U2liO20OzBIEawKST0A25zUmhX0K6kuLOSG6Ia4tpGglJ/iK9GP1FZGt2Uen3aXiokdpwhCLjYzHG4+oNT6Bruk6t4g1H+yr+C6R41eURnO1lJU1f8SH/iR3J/hABdcZyueQRQNGJ0+ueaX1zTNwAOOgwBQW6UgQUYFJnr0oHGahlJjyQI6oSHvU80vbNVHPFJaDIjy1W7QYLewqr1birluMK5pMCC4Iy1ZWOTWlMc7vc1QYEGpLQqfdqdAajjHFWYIzJKFHc4osFzW0oHyckcBjj3rQdRLC8RAwykVDHiONVUYAGKer9s8mpepRyk6MrOrcEHFVHAAzWzrMG2fzQOJBn8R1rEeuSSszqi+aJPbyYI5rctJ8Ec1zkb4PpWpaTcg1rTdhNHUWzgjrVxcnAxWRaS5A9a1UbIFdKd0YNakxHGQKfYv/pNxH67XH48H+VMXoR1quLjyNetVI+WaN0/EYIq46MiaumY3xJtfN0a3nA/1UuD9CK8jcndLgcALk17F8QpNugIn96X+Qrx1z/rByPmX+VU9zKOxFupv3acetNz70mxjuozTDml3UhOaASELUUz+CheposB0EzD7RL1++f5mmhz602c/wClSf8AXRv50g7isjYnDqRginLj1qClzSsBYAUCnAjHUVVDGlDEUWAmLAd6YX461ESabvHrQBKxzyKaADTVbNOzgN7DNMDf8M2ZuNWjcj5IB5jfh0Fegxg+WPfvXNeErXydJSY/fuTu/wCAjIWulZsAgdqlARyN97GBVWQ9Oc1NIcDrVUsWbqcVUUQx+5uhp/8ABUY4Bp/IA70CTFg/1vSpb4/6KT6EVFAW82pb7/jzc+nOa6IbGT3OdhObib6CpGA2n1qCBsXUnuo/manPSpY0VTQtFApFIuW7YOK1Yckf1rFhIDDH51sWxyBjOMVSIYk6fKcnNY8qASH0z1rflXKnjtWNcj5j9acgQkBwtQXWmWl9eWl1cwrJNaMzQ56KWGCcU6Nu1TF2CkoAXxwCcCsnLlTZaJkCrkhQM8nGOT71heMNZvdL8OX/APZsn+lsqnaBklVYFvoSOla8++2KGfUbFd3Cghhn8aLLzo5Ln/R7W8tnYSYtpA7B8csQ3JrycRm8KcOaGr7PQ0VLudDZeItLv9OiE9ysZngXKy5T7w6ZNJqgK+C9RgtjveGzljH4IQKhIt7632ywrJERgpIo/Ig9KoRaRFpwml0+9msonx5i5Dx4/wB184rgw3EsJvlqxafkDw7WzPK/gECPEmqSbsQpZrvNbfi34g6hc+IxotgX8szPCDG2xC5I2EvghlqxaaR4Y8L3kklqJ7mW5fdIXJ8vGc5CAcgHoBU2qxQS+GhqBh/0NGaRWhi/fBw2UZRnCY6nJr0nmMZtWTSezfcPYtam5bX7NItvcqIrnbnAzscDqVyAevarRbIrkLXX7MaPqst7p0kpt3EsZiJlJVxnep7ADkgV0lnI2o2LXlmrT2uFO+EgvtYA7gtdNDEylGXMn7v4kuK0G3+qJZFlWGaaQLlljHC+gLdAT6VS0zXxfs9vPbm2uhzszuUrjqD3A6Zpl99nhu4IbK7jktr2MrDGMvI2D85yfSm2XlNNaulsYZTGzEOCH2Zx8wPuM8VyUcbUqVUrWT27nR7Omqd+prbqikPQU7O3OemKiLbmr1jkQ6MZNXk4gOe+TVWJOnHWrkgCxKBUsaKLAnoarOuCc1oLHuqKeHBOPWq5RplVF45q7p+wTOSei4H41BGhyeKcSsO5mIVByWJwB9TStcL2NgPxmkD4xVG2ulkA2srDplCDVoPz1qGrFKVw1NBLYk9SpyPp3rmJUxniuuULJGyN0IwR9a5q5iMTOh6qxFYVYdTek+hm5IY1dt5MEelVXTGcilhYg1EXY2Z0llOMjng1uW82QADXJ2kmCOa3bSY7RzW0GYtG0pqpejbe6dKO04BP1UirEL59DS3EYaMHvGwcfhWyM2c58Sp9lrZxepJNeTtwJD6sf5CvQfiPdebqMEWeEjX8zXneeG75Zj+taPcxWiGk9KSgn3oJpDGEnPNLSNyaN1AJ23Fpo6j60lKO31oFe5uTf8fUv++f5037tS3H/HxL/wBdD/Om45rI1Q2lB/8AQaXAoxSSKYbhS0xlp9NCG7hSYUnvn68U2koehNyYCrVpateXEduuSZHCDHuetU1JNdN4VtS1zNcsvEa7E/3244+goKOys4khiCpjy0UIgHYAYFWHOaSHEUYGOajdxwc8VArkcjZJGeBTABTWOcU0N359quOhmyQr0wTmjBHXmmq3Q04uCTRYRLB9+pL8f6FN7LUUB3Sdamvh/oMv+5muiGxD3OWibF4V9Uz+tWH+4az45P8AibBR3iI/8eFaD/cqb3KsVm70CkNGalbDJYzyK2bPBGP8jmsNSe1a9g3YGriSzQPQism6T7xrYI4NUbiPhiR1ptaEIxuVapUamSAhj1pq8YrNxNEyypBk3hQGK43YGcZ96aYIZZd80aFgeJY/3bj8RwfxFVbq/tNPgE13cpChyBvOMn0A6msO78Xkhhp1oWJ/5a3I2KPcL1NR/ZMMU9IamdXGQofHJI6PUdUbSLUzXesTQwk4VntRISfQMDya4i71zU7+5aX7VIsQP7sSBWb2JX7oNUriW6vLgXF7dPPKPu5ACr/uqOB9etNHBFd2B4Ww9BOc1d9nY8DGZ1Ko+Wk7LuW9ZhkuYNI1We4naW7gYMc4KSIcHbjpkVXtbm/iZbVbt3jmbpkrnucgcNx1rU1AZ8CaDchS3l3Lx4GWY7iRgAcmrOn+D9UNv/a18F0+1hVnxKN0jDGOEHQmuWnSoVMJOMkuaLaWnmd9GpXjiINN8jSb+46eWyspPDZ0qytBDNqkBRYrfg5I5YnsozV34ZeGm8M6DcWjXRut9wSshGMqABV3wf4ffTLEXN/IZr+dBkv/AMs07IPQCupRFUYUADsAMVwYDCSoQak7tu7PWqzUpe7scfqWj3dlriT6TbI8d6WMgYDbDKFyJB9ehxWdLI80a3E8wNwJfKmtxhTB8ucEdeo655r0UgGuE8S262XiCK6AAS+TY7Af8tEGRn6rXQsHSjU9qlqSpvYzZD6cU2EEsDSucmpoY8dq3BE0IyQPepZSCcCkgXBJ9KdjMnQ0ktQuOijzjjvRcw9cirsEXANSXEOYyevFaW0FfUxETkiodStvP0y9THPksR9RzV0JhsVahtxNKYT0kQp+akUkh3PJI5nhJKOyn1BIre03xPc2+FuCbmP3Pzj6GuecFWIPBBII+lKrYxU2GeraXfW+oW/nW75AOGB4YH0IqjriLDNDcHiOYiJz6P8Aw/nXKeGtUOn6km9sW8mEk9B6N+BrttctUvtDurZsjKkhh1Ug5BHvkVlUWhrCVmc/Iuc1W+6TUlhNLPbqLgATBVLEfdcHoy+oP6GiZK5HFnUncnglrXs7jGBnpXNxybeDV+2uQO+KqDaBxOztJgcYq/kMB6Ec1zdhcbiBnNb8Tjyzk4/SuuL0OeSseb+PWP8AbuPSFP8A0GuIB+Uc+v8AM10fiO9Oq65K+4YZ8ISOAucCuZU/u057dqvcxeg4/Wmt0ppOaKewmwI7UAEZo74pDSAWhev40wmlHWgLHRTj/SJPTef503AqKayt/tEp868Hzt0mHr9KBaQ4/wCPu9H4oayNUTUVD9lHJXUbrr3iQ/1pPszjP/Eymz726/8AxVFxkxGaAMZqEW0gHGon8bb/AAaneRPz/p8Z+ts3/wAVSFckxwabtFNEFxg4vbX8YZBTFguiOLmzP4SD+lMZOor0TRLIWWnwQsoEjDzJPXc3b8BxXF6Bp1zeatCJjbNbofMk8tmJ2r2wQOpr0OEklmPJJyaTIZZZsYqBz6mhpc54qFmJNJDHYpCEHWhScVGRirSuQS4DfnRSA8Uv0NCVwJrbmSrF/wD8eU+Ouw1Wtzlu1WroZsph/sn+Vbw2M2cDC5/trr0XFbJ6Vifd1dD68foa2mJ2ms11LZAabuprHlqM0mxruOXoK1LCTEnSsgVespcSA5xVxIZ0QOV9aryp8vQmpkY7Qcg56UhXIPbFaW0JMSePBasjVL9dMtGn2CSQ/LGp6Fz0z7Dqa6G5j79q5PxZZSS2kFwiki3clwOcKVIzj2qqMU6kYy2uY4ico0pOO6Ryjhp7hrm6czTnrI/b2UdFHsKVslSImAJ6HFLvBYIFMjkDYqDJOTj+fetm38Ia7LdxRXWlXVvCx+eZArlF74APWvoq2Io4em/JbLqfJQw+JxU7tP57HMW9zMkzR3ETGQnKmJS6498fd/GpbaWa+u4obJDKZH8uFR1lfv8AQD1rszb6ib1tM021m0fT1BDXMsLBpAOrF8Z57Ctj4f8AhKws9RvNdhb7QrnyrWYjGU/icfWvKjmdScLtWT27/M9WnlcHLVbb/wDAN7wt4Qi0O0hNy/2m9TJ3H7sRbkqg7CtfVLF70W8QAMXnq8oPdVOQK1QOtArzurfc9yMVFKK2Q6iiimUIK5zxZbSXOikwIj3EcqPCG4G7OOvuDXSVXuLaO4CiQHCsHGDjkdKAWhw1nprTWl5dXkgtza5DwDDMCo4BPoe2KhTek8kD8siIzEDjLIDge4rW8VW0dne2uqu7LaM6w3yqPvp/AT9GrL+d9RnL8MGJkAPR2OSv4KFFS0kXHUsrwvSnRIZJcA03GAas2UfzEmpS1HLY0IY+BVl4sxnp0pYkAUVa25XB9K3toZXOZki8u4P1q3ZjbeRkjjcM/nSXsW2fIFOi4kQ+4qEU3oeQ6zF9n1i+gxgpO45/3jVFTg1veNYBD4u1HAwDKH/76XNc7nBNSVuW43r0fwvfpq2kmGZszQDY3qy44NeYocHrW94a1JtP1iGUtiKQ+U/ptPH6GpGjvzpFuq+Wq4Xko2Punvj2PpWJe2TwMysuCP8AOa6qY4Uc/wAVMaKK5jxMmQO/Qj6VEqaaNITa3PP5gVzgVXFy0be2a7C98MmQFreZf92TisGbw3fDP7jdgZ/dkGuZ0pLodMKqfUuaJcM8i4PWtbxTrKabpBiVsTTqQvqF7mueilOhQia+idck+WpGCxH8hXL6zqlxql288vXoAOigdAPpW9JO2pFWa6FC4mzuOexqvnEaj0UUTZEbEg/dP+FI3LGtTm3E60DjNLTKSEhzU2iimMKQcGgdaWgDoJj/AKRL/vtTKWb/AI+Zf99v500VkWyQdKKRd2adQUBANITgU6kIyKAGhKcoJ6GmhDxzWhpOmyapex26nAPLsegUdT/hQSzqPDFl9n0xrhhh7lvl/wBxT/U1tFiqkVKLdYsLEoESqFQDsAMCkJA429u4oJvqQg4oXkZNLtyc4/Ck4BqIldB1NpCx6ilB9a1iQxSwAxUZOafgMTQYshcU0uwia1P7ztWhKubeQdypFZluCsozWq3MR9xWsCGee3I23cTDruFaZbMZ+lZmrN5Uyf8AXX+taCt+6xWfVldEQseTTc5OaDTTSSGh4PNWbVsMKphvWp4Dg5ppiaOntmJiHqO1S4GD1qnYsCuMVf4I6VutiHuUp1BUgjtWawIyQPwPIrYkXcOlUJUxmlLuBT0O20yC+urSa3EQ1NNm9RtBYZ+UN2ODkCt23vL7SFEGqwyTwJhUvYRuyvQF1HKt6kZBrEWe2gBW8jLWcnEwHVPRx6EHuOa6KCTVLSNCgTU7MgFJUcCXHYns1Tdvdi5UtiLWdatJtGkjsLqOWe5IgjUP8wLnGcdeK27K0isbKG1hULHEgUAdBxWBrqW0k+i3TWixynUIwWkjAccE11VAwooopgFFFFABRRRQBi+JbYXfh3UYvWBiMdQwGQRXKWCqLCEqScopJJyxJAyT7muz1mQQ6NfyHHy27/ng4rjbJGSxgVsbhEobHTO0ZqJFxLOQeBWjYJ8uelZi8n8a2rCPEdVTV2TJmlEuAKnjUYpqLnOamTqPrWhJkalHzmqaDlfY1r6knyfSslRgigaPOfiS0Nv4qbfIEMlvG36EVxhu7ckYlSvRviYpTU7CQE4Nr6DruNcGXI/u4/3FP9KxfUuJAt3bnpMlWIruI/8ALVPwIpjHPVIz9Y1P9Kb+7/54w/8Aftf8KVxnrui6j/a/h2C4DhmjOyXBz8wAGaupKR0Feb+FvEn9hXEitbiS0nx50cYCnI6MK7KTxLojATRXuFI5UxtvB+gFNbAr9TXExbv0qC/1C30+1a4nfAHQD7zN6KPWuWvfGdtCCLSNpT2aThR+A5Nchq2pyavcNNdxiQ4wAJGUBfQDPApgWtZ1W41O8knceyqAcKB0Uewz+JrHbdj7p/HNVzBbdfIIPtMwpDBB2jmHHaY/4Uhk/lvLhArEkgYAPrTDkE5BHPcVC1vbHgrcn/ttSC3t8YU3g9hMuP5UhE+RTTjmoBBCTxJefi6ml8iIDAuLn81zRYCQnntxRvX1qLyEHS5uc++2gRDn/SZ8e4U0DuTZ9Kbnpj1qMRHGBcv+Ma/40BCCP9IJ57w0Bc6OY/6RJ/vt/M0J1omP+lTf75/nSCsi1sS0oqNTkc0bjRcq5LRSA5paAHAY/wC+q6/wjFCtvPKzgSyOECk8hRzXH9Kekzx8hjn1oE9T1DDL0Y5pxZlX5gDXn1tr99agKs5Kej/MP1rZtPFqHi6iP1jPH5GhsmzOowjA5GPcUw24OSGH5VSg1azvCohmA9icH9avoSPm3cetSgaYzyHB5zTXQirCMxPangqQQV6GtYGbZSwRxSirRhQk845o8huQCDz2q7Et3I4h8w9c1pf8sefSqiREHJXAFWukTHqQKuKEzzfxGxW7jHYSE/kRWlGwMY+lZ/ieMiVDzwx/UVbtmzbpn0rJ6M1WqQMeSaYDT5Nu47c49+tR564qW7AhalhbkZPeofWhSA2PWhMGdFp7EKK1Y8EdR71iaa24HFbMYIHOK3jsZMHG5cexqnMuQc1dqCb04qmriTMp0ypFR6fc3OmsVtJvLjJJ8ojcmfUDtV50B3D1HFUvLIzx04qHoUmWdTv7vULaIyLbiS3njuE8vdklTnHPHIreg8Q2NxqYsFkAkkiEkRzkMD1Hsw9K5ixjn1Tf5LNDaDKmXo0hB5C+g961006zit1tktoxEDkADGD6565r57GZ9SoVfZxV31sbQouS1OminSZC0bZAYofqDg1PXI6DfRQapd6YZhKjP5sLA7sE/eQkdGBGcV1nWvcw9ZVqamupjJcrsOooorYQlFIPWsHVvEUOnTi0gU3eoOPktozz9WPRF9zWVSpGnFym7JDSuU/Ft2Hgi0hCDLdsDJ/sxKcsT9SMCs0kdqzoftlvqkzauUe7umyk8f3GXGRGM/dKir9Z068K0VOm7otxa3JYwSwxXQ2S/KPoKwLUZk5rpLJBgfSuqmtDORcQd6kXORTVHFPUd6psSIb1QYfxrDIwxArobgfuifTmsKZcSH1pJXGcf8TEzFpM3XKyLXnDcDgV6Z8SY86XpT46PIPzXNeZSVlJWZcdhtFNJ60halYq48HGeaUtxjJx6VFuNIWNAXHs4qMnk0hJ9KQg5600IeTx+NMoopDQUnfOaO3FBPFAEdBHOKX+Og45psmww9enSlpP8KB0pXsMXFKo+amk0A8g0CR0c5Bnl93P86jVs0Tki4l9d7fzNNBGW96yNiQZp1Rbvl680obIxmiwDt2D1pwfqO9Q47bqcpI5/CgLk2/Oc0m+mUnOaBkm8+tAc+tREkHpQpJ60WEWkl75rQg1m9txiGdumACdy/iDWODTxUtDN2z+Ik0UnlX1mrEHBMRwfyNdDZ+NdEuiAbgwN0xMMDP15FeZ3lvuIlHUfe96riPuDUupKD1LVKM1oe5Q3VveAPBLHKh7xuGH6VOEycgnGea8Pty8LK0MjRuO6Eqf0ro7DX9agChL12HpLiQfrzWirrqjN4ZrZnrMYIXP0qRkBUgjGa4my8Y3SqBcWaSj1jJT9DkVtQeLLGRT5sVxF65AYfoa3hVi+pi6Ul0MPxXYkxO4wcEN9AODVGyz9lX6Vuatf2WoWrmCYSYQhgcqRkcZBFYdmf3Cf7orObV9BxTSsxZOM1Hu+Y5qWQHBqBetSxoeO9I5wRQTTWOUpXHbQ2tHfMmBW/8AwkkfjXJ6PciK4AOME1164YZHeuiD0MmtSPnjvVe8migjMk0ixp6nv9B3pdRkeG3xCwjld1jRiMgFjjNFvp0UBDszTTD/AJaync34dhXk5tm8MClG15PY0p0ufUqxQX10TNujghP3FeMu5HqeRj6VR12C7tdGurjz48qoz5cZBKkgHqeK6NhUc0SXNvLbyDMcilG+hGK+L/t7E1Kl5StF7pHX7GK1CJUSCNYgBGFAUDpjHGKwZbh9QnngnlKGJ8NaKcEDszEctkc4HFaGi3LNC9jOf9KsiI3B6lf4GHsRVXVLNI7+O/KkxOBFcY4IGfkkB9QTg08DOnRxbdaN+oS1VloNswLIsbT9wep8sbcn1I6GtFPEGox8fuZB/wBNFIP5issq9tcG3mIJI3RuOki+o9x3FOPUV+hYetTrU1Om9DhkmnqbI8UXAHzWcf4SYqOfxResuLeztwT/AM9JGYfoKyDzmozwDk9K2vYSRLd3+rX4ZbjUzDGRylpHsJH++cmmaFbHTbqSO1tgbWQ5kcndIHPcseWU1HL9oEamCDdJIQIwTt3epHfA7mt+0tfs8AjyC/V29WNfLZ9mNFUXRi7tnTRg73exDqlpHeabPE+QQpdGHVXUZUj0IxWTaTm5s7e4I5dA35irutTyTBNKtG/0m6BDsP8AlnH/ABMfT0FWE0awgt0ghRokVQqhHIIA6V5eVZlHA0/392nsu3maVIc+wyxXnOK6S0X5R7Cuaj83TZGW55h/huAOMejAdD79K6azZXiRkYFCMgg5Br7fCYyjiKanTd7nFODT1LYpwFMHtn0pwrqZA9hkEetYd0mJmrdrKvY8SHnvREbON+Iy58O2LY6XBH5rXljV6x8QFz4RiPpdL+qkV5M/T3qJlQISc0Z96dnBptQywpuc0djSZpLQdgzzmiiimAgPFLSAYo6UABODTCelOplNAw7ZpuaDSUmyUhaOMGkooGBNFFIO9AHQXH/HzL/vt/OmVNc/8fU3++e3uag71izUMcHmlpBS0APUrgU4be1RU8BxTTAfRTPmajec0BcfQKTePWk349KBjwKdn2FRlj81AYtRYRJ1zwD+NUZIvKb27f4VbD4pJAJAVNROF0VCdmQxnJz61qWorJXckhBq/by4IrnTtozp3Rv26cCtBYwRggGsyzkDAc1rQfMh6VpEhlO5tsAkDr1x6U+zXEYFaJjBB4qusXlNgDjtWkXqY1I6XGyjg1XZetXJE4quy8nitGjEhPWgdDTyKYKl7FEUbGGcEHAzzXX6dd+ZEPmzgYrkpEzk4rQ0u7MR2k4q6c9SZxOruLZLy1eByQGXqOoI5BHuDVRbqa1XGoIBg4E8fKN7kfwmrdrJuQVZK5B4rnzDK6OPhaejWzRNKo4PyIFcSIGRgynoQcg0oNVhp8cRdrfMBJyfLOAT7jpTXe9iHyrHMPQ5jb9MivisVw1iKbbpe8jqjiIPRlcaSw1iXUEm2SMRggZyuMFSPTuK0iAVIYZBGCD0NUBqL8B7GcH0jKuPzzSnUhzi0uOPXaP61w1Mux02lKD0LU4dxNUtozpzHGDb4kRu429vpis8EE8cDANSXc9xejy3VYrbOWAO52wemegFNNfZ5Dha+HoNV9LvRHNWkm1Yjbj6VPp9ulzcv5uCIgGC+pPQn2GKrtULGaOaO5tZBHOg2kMMo65ztYfXoRyK9DMaVWrQlCk7NrQzpySabOn8tPM8zaN+3Ge+KH3bW8rAc9Ceg96zodcjx/pFvJE2Odnzr+BFO/t7Th1mfPp5TivzeeX4yM/ei3byudylFhpOnmzS4mmJa5nkLu7EFsdlz6CtEisttdtBgpHcy+yQn+uBULazdS/Lb2IXJxuuJB39hWqyzGYqd+R/MfMom1jPApujkpqdzDAv+iBAWx90Sk8gfhyao2lpPeNm+u2Zcg+XCNiH2Pcj6mumtYUiiVEQKgHAAxX1WS5LXwsvaVJW8jmq1otWRYFANFJ0Jr6o5SUdBVO9TP5VbFRXKb429hST1Dc4nx3z4NfPVbmM4/MV5BKRzg17J43j3eC7seksZ/8AH68YfjP8qmejNIbDPWm0UVAwooooGJmlpCcGjrQAtFJ2qOhIG7Ds8GmU7d0pp6UEsQ0lL0FJQNBRmk9eaCcCgBaQHpQCKOOM+tAHQTv/AKRLj++386aATnFLP/x8Tf77U1Wx0rE1H7CB0oCnmgOT6U/Io0BDcH1NJsPrT80UwsMIpv8AF+NSH2IpoFAxtLkDPc1JjqaZs96EKwA5NG4UoXrRt60aj1IySacrGjB6YpVHPSixIjJuHTmmxMQ2DkEVKqnNOeAsCV+8KxqQuro1pTtoy/ZXGCOa6G1mBArjoJSD7itywuegrKMrGzXU6iLnBpzxAjpVa0mBOOa0kXIxWyZm0Z7KQMGoWWtGWDIPtVRlxkEdK0jK+hjOFtUVClRsuKtFT6VGw9BTaM0QFcgkVGhMUgYfjU/T/CmMnWo2ZV7o6DS7sFQCT0rejIbp3rhrOYwyAE8dRXWWF1vjXkV1U530MZwsXCuWb9KjZRk5NTrg569KRkGOnatiCgUJPWqsy5OM1oFcbvpjNVpo6kDOcYDUwnI4qR8AkenWoXPHOOlJoY2Tk0w5xTqTgVIIZnBpQT7ig+tIp65qUih7etSQDkHPeoziprfJNNbgzf05eM5rYj4x6CsvThhRxWrHW/QglpO9BNJUjJR6UjrlDS5oIyhHtUgn0OR8boP+EL1D/eT/ANDFeIynJ+hNe4eOxt8F6iM/3P8A0MV4ZJye1TPc0hsNpKQnFIOFqCh1NLccU3Joz6H607BcM8Ypyn60zIpd2KGJMcx4NR5oLU2kG4UuQPyprE0Y96AFz700n0pueOtIKdguPo3cU0HFID1osO44baN3I+tNoB5HPejQm50twp+1S9fvn+ZqLFWLnm6l7ne386g2n0rA2ExShuopM0lADt3sKercc1FmnA0BckzkcdaN1N3tRvNAXQu+n0zcM96Xd7fkaBjqKaG60oZenFMBcCijNNLD1oAcKmRhjGarCRgOtPVz7flQIkmhyd6fiKltZtrA0yN805o+dydeprnqQ6xNqc09JHSWFx05roLaQECuJspzkc8iuisbrgZNKEujLaNwgMPeqs8Wcn071PHJkU4ruBrXzIa6GURwajYYq5NBgkgfWoMZqou+hhOFiuV6UhFWTGDTDERVctyEymQQdw6g1r6ZdYZcnvgn0rPljPSmwuYpBnOCaqPusJao7aFt2TnNTN93NZ2l3G+M5OSK0iMiuqL5kYNWK+OuKhlXhs1ZC9aZMpCtVWAxpV61XPU/QVcmHDZqlg5Y4qWCGHgE00jnI9Keyk4+lMIOBWRYxqYvU09+maZ0pAiVR071ZtVG4VWj+8cVdtRhqqO4G9YDCgitOPvVCzHANXoyAcVt0JJDyKRKHPy1HGfYnApAWR0NO7UgyeaKgnY5Xx+P+KM1DHXCf+h14VJmvdviCB/wh15/vR/+hivCpBz1qJGsNiLFIVp1FSWRkcmm0pNNzzTaEJSijPWkpAFFFFACUxm6048A1ETigGHrS5zmkFLnmhAA96TpnNH+FJnNABSjrSU0tnH1oA62eZTdTYH8bfzpmVJPGahmUi4kHJ+dv50dKyNUOIFJS0VIDcYpwo4ooAKKKKBBRSZoBoAXPNGTikzS0DH7z6Ub+KZRQFwpVOOtJRQInQ4qyjYqmre9TRHrVFFxRtO9fyrTtJ8EEGsqN/erUORkqpIAycdh61z1IW1RrCd/dkdXZz78VrpGdtcrYXIEigngmusiuEMagHJxTpy5hyViCWPt3rPkTypO+CefataUd8cd6pzIGBrS1tSd1YjiQNkgZ6U9oOOlczcXE2m+I7TZK3k3GY3TsD1BHpW3aa9HJeSWV0ojmDEL2Vx6r7+3WrhUT0ZhOm0PeA4+7VWS3I5xjnrW4VU9MGoZIQwxjFa2M7lfSrkxTBTXUocx59RXING0UgYZBB611FhL5torH0wauk+hM11H4x2pkoHlt65qdgCM4phOYj64rYgx5xgPx1ql8wJHXPFX7rncB6ZqoFHpnvUsEQnvUZB3DGKmk9setNx0NZsoryggHPamBuKnkBIJx0qDHFSxksIq/bcMRVW2UZ/CrUY2njoK0giWzfsxmJKur1qjYNwtXuQzCtBD3wVxUcfQU4nI/GmJxgjoRzQhFtTkUtNU8CnVmI5f4gjPgy+PYbCf++hXhMp7V7940j83wfqijtAX/wC+SDXgExGevSokbQIycGo2bmhmplSVuLSUgINGe+aAFpMUtFACClpM96TNDAaxFMz1pT9KbQwFFKG4ptFAC5IHB4oJHsKY3Qio+tAEhOeBSbVz360zBxml/i/Gi4HoOp6Hc28jOwABYnnORz0rJMTDjIJx0Br1W61MSXciiyWRd2PnTPTvVcWVlNw+nWnsBGOPyrj9qkdHJoeYhGI4H4UmxumDmvVE0rSolwbSOME87Bz+tZdxoulJO7LZ5G7KkyNyfp0pqqmHIzz8owH3TzTRjpmvQG0nSrgKPsTxkHJaN9uaj/4RnScHK3BPTJkBwKPaIXIzhlHvSHjpzXbSeF9MCkpPMGxwCnAPvzVX/hHEEgP2hJIsYw8ZBJx7Gq9og5JHIE9aBgV0/wDwiqZObxAOCAI2NTxeEkaQA3kJHcjcDRzp9RckjksdaK7abwGwI8nUbfkZwcnJqkPBdzyDf2Yx3LkUKSCxy2eDxQvB65z7dK6STwhejIR4JMHGUmUZ/PFUrjw1qtu+Ft/OGAcxuvXuMZqk0+ouVmb1BxUbfL1rQOjamp4sZ898qf6VDJZ6hCxVtPkyO/ltz+OKE0NlcHHO7NSK3oaR7a5EZlNq49QARj8MUxVkAyYmA47VQF2Nu+a29FQS3EgK5zEwxWDBHJNIIlRi5OAAO9bvh8sL4gqwyhGSMUnsArxfZLvawOM5X3HrXRWDiSEYY5xUGoWQuLFio/ep8y4647isvTbvZKAWIB468VhFcsjVO6OwQ+ZDgntVaWQID0FVkuGUkhsgdPSq11eCXIXknt6Vq3oJKzKD27X+tRzBcxW67mOO/ajUbISyySshGSCDjmux0jT4rXQJJZVHmTDcc9f9mqE8CspBGankaVx86bfZHP6brj28i2t63XhJemfY+h9+9dHHKsozmuZ1XSg8bYFZFjr0+kymC7Ym3zgSHqn19quFTl0ZnOldXR3skSnOBmr2mHy7d1/26wYtTEsSspBB5DA5zWpY3SmPae1dEGr3OaSsrM2lOQKjc43UkLZAwcio5GHzHtW6MyhcjBzniq4TGTir0qZjIxUEUZIb1HakBRdeozwOlIV5AqZgckcZHamFeFIHOagohkH7uq6LuNX5F/dkVWhTMmB0FK2o0T264KVLna36GpFTbj1FMc5JJ9a0WgjU02bO1e4rZIziuTtLgxTAEng/nXTW84liBHU00S0SgfLgetRquPwPFPPX60DG4elMCwv3KXvTc4Ap9ZsRn63EJ9Evof79vIuP+AmvmyRjX1A6h12n+LivmS/iMF5PD/zzdlP4MRUyNKfUpk9aKCKaV44qCwJHrSJSDrTgMU9gWo6imk8UhalYAY9qQnNJzimk8daAEOKKTJz0NLQAUzI596UoT1GKbt9ODSuAhY45pF7U0igZpgPyaTPIptFID6Hk2ea4XJOSMmow7KCFwfQ+tRyFGmf5sgMecHjmo5LmKEMc5Iz1FeW2d6RK7vtILLuI4JHGaz/sjsQxlYkNkn1pJ7zfJ8qkkDPTrUtoss0IMwMQPIUHJx70uYLDgzDjqaV2dQcKScdM1YWNF46CoZWwDzyRinzAlqUGmeW6MWCP7x/CluNm0Oy/dBOQasxRLGCwHznqaY9us8ZVuFPUVPNcqxzi31xNJJDADIxYcjkL/jXQ2Jmhgw2CxOWJNNt7GG2XEMYAznp1NWE8wr93Hpmi7CxHLcyjKhAe5NRM78kjjsMVM8Er4ywA7+uKZsZeufajmY7FdnckfL79KiafZyUzVovjjqwqBwGYnHTpn1quZi5SZL6VeFAXPOAKk+2SygfO2f1qAADgrzUUhI5xjANLnYuUtm8mGcTMCT1py39wB/rSw75xWMs0shbCt15yMZqyjuI1yoAJ5Pcj1ApqbDlRpR32/lo0JHcxqf6VKsyLE6rBBHnBJjjCk1l+fVkPgAdM/nVKoyOVFk3PGAcVyk10i6xcQKvllcMBn1AzituZ2GawtQ024YyaiqkSYACj77DGMgH+XetL3RmtHqaseokRrk84wazpdZtrbWrJXR5vMmCusXUKc8Z7nPQd651by8mvEQRSGMMA2cKffHau18NaPawR/anIkufm29/LB6gep9Wqo3bsaNqx0lgbiDT0t95kjUkhT1C54FTq6kHPFQRkxNgcDqKlfaTvXjPUetbvzM0uxHJEJVYgZFczq2ix3AOAAfWus3DBwMZ7VWuIRIDik0i0eV3N1qXhQPPCpmtFO6S3PTHcqexFdJ4b8caZqxP2aVhIAC8UgwwBq5qtvHLbyQyoGyuCCM5FeBXbXHhzxNcC1kMUlvMdhHTb2GO4IqqWtzGsktbH1fY6rBNAqhhkCrQdGDbTkYNeQeFPEMHiPT90EnlXcYHmRjqp9R/s1uNqt/ZNy5OD+OK3U2tzn5V0PQMjFMQYDD1Ncna+JZJFXcuRWimsrJ6jPJzT50LlsaDofNbp1qCXIH41Gt6rZ5o84EAE9Kd0FhzMxUAetLABy1RhlBOTxTxIAM8EGkmBYkbtUfUHHrUbyklSKTzRhuxz1quZCFOVkzWpp9wUKjd2zWW0qnnPXmpI5QGBBxVJoTR1gkEsYIpYwM49KyLS+A+Ut34rXidJOVPUU90InFKvWkFOBHpUsGDcKTXzr4pi8nxLqiEDAuZMf99E19Et91q8X8V6TdXHiPUJYoY5I2mODkA1EnZF01dnBsoxmmFK6JvDl6IsmEgE4x1P6VDL4dvljcmEhwwGMZByOvFZ86NbMwyMUlabaPeDeXiIwM4IIyPbtxVSS2dDhonHGaLisViMik2/LUwXOflPTPp/Oo2AGev40XCxDjFIafjjce9MNADc0cEdaXjmnBOvQ0ANpuDk9qfiihoCMhc4pmMVIV74ox1ouKxGVGOopMc9Kc3WkGT2oA91u7hoZnVASSxyfQZqoqPPzK+QDnA65qzcrhpGJwNx4FU1kZWODgH868jqeki3AqbV+QjHA9TVhXYc5HtUMTEgLUoUAHJBoBjicnFRFQeoqUkKM569KqSzueAhPqaBEpmChskcVD5rNnjAqERr95u5zyemalQDNA0h2f4t1Q/aH8zAxgHFNu5UjiYBx5hwMD60ltAM5bP496Bl8eaYQQnHr60hjkOWJAyRgZpQzxj5SQARxmiSZljYqhPGB70mBVmdYx6nuAKqzTlQCIyckdashSSCep6+1KYiOpNCAhhMh+9GoTHJ71KYw2cClVcA1LGQOtMCv9lY9sU4WwZtzEEKMAc1bYDb1601CSD9fzoJYz7MgOdopBGhLEdRT26jrQihRz16/WmK1iGZVJwQDjrWTe3JlbYD07A1q3OSWA71nxWuCS3LHkAdq6oKyOaTu7mZLYMsQmAJOcsB6etW9LvvImUE8HjFWr66ttLspLu6kWOKNcsx7f4k159ofi6LV7+5QRiA7yYU9U/+KHUgU+SS95Fwn0Z7AlwjpgdxnOKEIaMsDgg4IrnNL1AMqAtk5x17V0DFRa7gRz1q07opqzLQyYSwHI6iooruJwck56YqGzlcu8TDGQKz7a9SaRtuQQSMEYOQaLjSKFzcmTVrm3PRNoH4rmvJfijpJt9Rt9RjGFmXY/oGWvTNZ3WXiJJwcxXKKG6cOv8AiK534ieVJ4TuCcE5UqT676qm7SCtG8DyPS9UutI1BL2ykMcqHseCO4Psa928L+IrHxbpgOVjulGJY+4Pr7g189n2rQ0bV7rRNSjvbR8SIeQehHcEeldLVzgi7aHv1xp0tlIWQExmpLa6UEK4wc0zwx4otPEemrMpHmAASRnqrVeuNMBy8OMHnFRYbLUKJNwGwasm0uQMo4YYrnw01se4welatjrJGFY0J23B+RKZLiM4eJuvUc04TkjGGFakN3BcAA4z6GpjbQy5IAHHQVoop7E37mSsmeM9KTzFGRuH4CtM6enNQPYjLZWhpoLlAyqDxn8ab9qYVbNpnoKrvaMuRjvSswuM+3PkYPT3ro/DmpyzSPDJ0Vcg1ziWzGTHpXQaNCLON3bq3T6U4XB2sdQJFIzmk80Y+90rLFw7HCjNSpDIzEkkVtYgvLMHJFeUeL5BH4mvVX5RuU9fVa9RiQrIOvFea+N4FTxHLJj76I+fX5cVzV/hNaKVzmRcNGchyDnsakF/N/z1aqrKPm+YDHSmkYOAa4zrNGLUrhcAzvgdPn6U59WmIGXJAOeQDWbTSx6c4pXYjUTUM7iwQ/WMGiSe1l+9a249/KFZS55FGSOpo5mFkaW3TyObWD8Ex+FNWHTc7haop9c4xWeX4pNzHODinztByouy6Xpcz/NFyT1EhGfaoz4f0gsctMPpIP61AjuDT2ckMDnB60+d9w5EK3h7Sj0nn9/mXH6imHwzYENtvZF9OAajPzdCeO1RrIQ33unb1o5n3J5UK/hiLeAl8cY5Jj6GmP4ZQdNRU9M5jIxUqTurZBOO4B7VI1zEQSkcmc5ySMVXMx8kTPk8Lz4Ype28mOnUZpsfhi/kBw8Gf+umP5itM6hN03fhjmrEFz5/3Ww46gn+Ro52LkR3cjL5snI5Y9e/NMRcZIAJqvOzG6fLfxHj05pyFQBzXAdZIZiMAAEntShnwcq2c1CFTGNoA/nU8bDGKBjHDlV3MRnnntULHOAGHByBU1wSykD8KqeQ4X5jknrigEScsOT144pUUqCc4zzyaETAxk0k7Zj8oDJPp296VwIRAlxLuPIHAIPFaQCDIA9OlV4oUhjwFA7n3NOEm4AAHrjkUIC2mwgksAD2NRyuhC7Tmm7yOAcYqP5iSTnJpgP3KD0GcUwnikyoySTQHyAe3uKSAXGT+NOAGRxkdabk4pu7GRTAnBUCmCQ544xUeTg5PXtTRnJ9aESTqDg4waaX+YYHtT4+elPWMFlO3Jq0tSXKyInXknvjFUr+7ttKspbu7mWKJBlmJwB7e5pNf8Qaf4eszPfzhQMhVHLufQDua8G8YeNb3xTdgMTDaRk+XCDkfU+rV3U6dzjc7D/GvjS58SXuxN0VhGT5cXc+5rmrW5ltLlJ4HKSo2VYdiP6VVw2eaCDXSkkrGPM73PafDWuxapBHMjgSDAlT0b/D0rvnedtBle2/eTRoXVf7wHJA98dK+cvDmrPpOqxy7j5L4SQf7JPX8K948M6qRLsZsgiuacOSR30p869DS0vVUuAjlhyKqas72Wu7oTlblQ6jgKG6NWNcsuleJJrINiJmEkfsrcgVm+PfFUOnW+niFkkvFkJMfpGV5JxUKLe25pK0feexr+JG3QaczSfvVlZiAcryoya434hXix6Fb2YfLyyhseiqCawZ/Hl3dStNcxguGAVQcIE9BnJrnNV1SfVr03Nw3OMKB90D0FawptSvIwq14uNluZ+MluaCB83FPpH+6a6ThL+j61d6LqCXVq5Ug8jsw9DXuvhnxZba1ZJPGwDYAdOpB9DXzwTV/StVutIu0ubWUpIp5HUEehHcVDjfVblRfRn05tiuxggZNVJdKxnAri/C/jq11UJAzeTdf88Scg/7prv7S/SbgEEH8xUp30kVa2qM1EmgOBn6E1eh1OaIDOcCtIQxTjt0qBtPPPFVy9ib9ySLWc/e61a/tKGXOcA9Ky2sTnuKT7I+O9O8kFkzV+1wHpTfMEpwueKzkhcEcVowTiIYKGmm3uDSWxZtrTkEgZJrWhtEXHOay473BGFNWPt7cYQ+1axsiXqa0UcajoKnEigDnjpWGL2Q9FNAkuJV6478UxG+Crcg5PevPviHF/xMbVx/FAQf+AtXY2Cuu8s5b+lch48Yy3loM9Im/wDQqwr6QZrR+JHDtF15qPZgdTUjqwyc00EDhq867bO2w3b71GyHNTNtz1/H0qPkHpVAR+YybgAMMMHIpmSQfrmpGA5JGTTSPagRHvpwmIUAMhz270uwHkVCwCnOOaQFjduyRxjnimuxYjkDHXHeo0fHfFPVgSQfzpK4WGeYVyR+NVTKfMYlevpVl0wDVfbk4xVCsPB7jvShhg0wEZxUnmL5e1kOc8ECi4rCGQ80iNzkE9RkUeX6ZHsRTQCrfjQgPQXlDTy7TkhyD7HNSojAE4OeoyaZKEWaUjoWJ4pPNckHJxjgVydTqsNmlkB+XHTA4zzT4ZWx8zDOOaZlu2PQ0bAM0rgW1kBYEkGlchvoegqmGOOvepgxwAAT60gJB+eaEUE7wOcY98VBNMkKqDnnpU1tdQ4JD57cUwJgM/xe4pxIGahlu4YwWKDHYE8VDFc+bkrgrTAuIcHPen5BzUIJxT1YjJxkd6BDTGCRmpUiQrkn8BQSjYA696Xj1xigVxpVQMY6UhQdgKUvkjng0Z/A+tOyC4hjyc0BBQfTOaKLCbuBZUBLEKBySeAB71xHjH4i2+jacn9iXFpdXMjFHYHf5YFaHjy01K98NmHTQ5kMgMiR9XTpgV4tc+H9aSTE9jcxgDIEiFcgdcZ611UIxfvNmFVtaIztT1a91i8e7vrl5pn6mQ549B7ewrPCEnODWhc2jRSDzUaPPYptPHpnvUccUsk4hjhaTIwigZP6V3Jq1zks76lDvnpRgcmtabQ9TAUNZzZOSf3fqahm0u4tgBPGVZhnnjuaaknsxOLM4A16H4b8W28FvCLufy5Y12kuCQQOnSuCaPbnqMcGmjIBwetKUVJalU6jpvQ6jxZ4nbVdf+1WMs0aRxLGGyVLbe+Aa5l5pJZCzuST1JOfxpm09/Wk7mqSSFKpKT1F4DEk0KMjp7GgDHfrRkbc4pkDsc03j+tB6n/dpu35c0AJg9Mc0Y64p4GOnIpGUgfhSAQSMrZBwQcjHY13fhz4g3ViyQaiXni6CRT+8X654YVwFKBmhxTKTsfS2jeJ7TU4RNBOk6DqUOGHsR1FdJbX6MBhhID27ivlKy1C60+dZ7WZ4pV6MhINeg6B8S3UpDqsWemJ4sBvxWoSa2Kume+RvDMMDBOPxqQ2iHkHFcZpPiG31GAS2tyk8YxkoeR7EdVNdDa6isi4Eu3HZ/8AGrU76MTVjSFgO3SnCyA9PeoUvJV7ZA7pyKnF+CcA8mtE0Q0yRbRcdOP1qVbZRn0zUIvscY780n2tiOKq4WZZ8pVyQRxSZGRzUCb5j1x7VdgsC/J4FIViaFvkIXsc1xHjRi2qRxZ4jhA/Ekmu/wBiRLgZOB6YzXnPi2VX12fAA2qqkfRawxL9w2oayOcZAcjFVygxwfwqy4BGCSKrPuXI9K85I7GyPbjrSMwOMKBxjg04ndnOKTirFYjNJipCKbgk4wakEhoHAxz6ioJQCc81Ph1PQ1Gx4JIFCQyLnPIpyjg0gIqVUyCQarQSEYcYJGaqSlo2z+oq0c5qNuVxj86QJFdJgHO5QeOOOc1cS6Q4Dk5x1qGLaM5QHHemsME8daLBcmuLoSgdCRxmoQ5JGc8Hg0w8nFABGMgjNNEs9HlhzLIc4+Y9e9U58xBm3DjvV6R0EkhOCN5rJvJ2mJQ9Mg/l0rivc61sPW43AinRyZOBVJSSMYwT1q1AmOgNOwi2BgdBTw4BycY9xUe8FOOe1QzylV2ryTwKLAWSY5wCM8cAHgVD5Q5G0Y6dKWCLbHgk1N0FMCq0eGKrzx0/rVyGIKB+vYU0qQckdRR5uDjPSgCzTQxx79qiBORxkU8ED3FAEik4zTw3pioQw96ehwOvSgkeBTxwDTBJ39aHYc4p3QWuPzxUZfBz6nFMLADqeOaZjzSASR9DQIuIQeo61zWrqLvU2PURDy1OfzroZHFvC8xI+VSf8K5xCSSScknJPvVLQEZV94es9TiVbiIMVOQQcMD7GorLwzY6azmCEZPUklm/M10CDNTeXnrWik9riaW9jKFipGNo+mK53xPoCXtocMVKHIIx+RFdz5WVOKwvEMn2S13bHkLNsVUG4lj0GKuN01YiXvJo8NnQ7pAADg8n6VWK9sdq6s+GL+eznvHUQoAxIkyG456fpk1zUmPID46tj8xmvQi7o4JRsQ03vUh2kcd6biqJuM4/rSDHfOaf0pnOWz6UAP460c5FRZwTipFbp1oAdjNBAAYY7YpcHOKljjLHc2e2B6+5NICkRilUHNdBLoMj28E8RwXiDkHuTnp6VFb+Hbq4iV1KDI6EkH8eKnnRahJ9DHX86Xbgn3rWk0K7hkjRkyxOARznmnjSzBfLbXKkFiMEH17/AEo510DkfUpWN9eafOs1rO8Tjo0ZIP6V3mjfFK6twkWp26zoOrj5JMfyNcheaVLZb2KMUV8Zqg8QLNgcA/lQkpIWsXZn0LoXjLR9VwLS+EUx/wCWUp2MfYZ4NdbBclpAHjWQY64wfzr5Q2NEFKMRkZBFdP4f+IevaIwiE5ubcf8ALOYFwAKaVh3PpeNLWQ4G5T7cirSWlvlTvY47YrgfCPxCt9YlEM2nSRy7QSYyHQD1OcEV2J1uPH7q3Yg9N5xVKaW7GouWyNiFY4/up+JqSS8hgVpbiZY4wOSTgVxGpeKrwSPFERDjHKcn8zXOXN/NcMXllZm9ScmspYhL4dS1Qf2tDvr/AMYWEakW4aaTscbV/XmuDvLt7u6kncgs7Enis8vknB+tR723YJPtXLUquW5vCmo7FvK+oqKXacEGowc0YrJGgwqOaQxtTqXJouFiPYecioyWHTNT7gaaxX0FO4WICzd6aWG0g1PsQ8VDMm0cDg96aaJsVmbB6U9GYc9M1Exw1WLR0kkAlGQeODimJbiFsj0qNjmtVra2ZeFAPrms6WIRyEZGOxFTFooapRcll+nOKY/OSBSmo/XmqSFcZjJ609MjGDkZ6GkytOUYA57ihCNi48T6O0zlda0/BY9LpPX61CviHRRk/wBs6eT2P2lP8a8DorT6lHuR9bfY+gIvEWhgknWdP/8AApP8asL4o0NVx/bGnY/6+k/xr53oprBxXUTxT7H0dF4o0FQSNa04AnobqP8A+KpD4n0AzoBrOnYXq32uPH86+cqKHg4vqH1qXY+lW8U+HyD/AMTvTf8AwLT6f3qavirQN2P7b00Dr/x+J/8AFexr5sop/U49xfWZdj6VbxRoB/5jumcet2nPf1qM+JdAILf27puf+vtPr/er5uopfU42tcPrMux9HnxRobEAa1pgX/r7Tj/x786nTxV4fEYB1zTckf8AP2mfT+9XzTRR9Tj3H9al2PpVfFHh84H9u6YD73aY/U/lTx4n0Bjzr2l/heR//FV8z0U/qce5P1h9j6X/AOEp8PgZOuaX7f6Wmf8A0L8qUeKfD5JP9u6Z/wCBcf8AjXzPRS+px7j+svsfTP8AwlPh45/4numf+Bcf+NKnifw6Dn+3tL/8DI/8a+ZaKPqce4vrD7H0jqvizQmtfJi1vTnLNg7bpDwPxplvKk0KyxurxuAyspyGB6EHuK+ca978NN/xTmmf9ekX/oArKtRVNJpm1Gq53Rvp1qzEKqREcVcjNZo2ZYjQECsTxNb3JtEaxg824jlV0BIUcZyTngjFb0NSMgYHIBFapW1IPENd1PXiZLadzapIhzEiYJXpjOMmuOuYikaRJyQ2SPQ/0r6H1HS0uAwZAcivP9Y8APNdSz20oXIPyOOM+mRXRTqJaM56lNv4Ty4oVOD6fhim7iMjNdVfeD9UsoJLiW0zGpI+Qhhj1wOgrBls3w+YiGyAR0256DFbKSfU53CS3RUTMsgGODVgwpgYB6D15rf8NaCuo3DmaJxDCuSQMZbsCfWu40bwnphnMr2qyRoekmXBY+xNROsolwot6nk8VjJPLsjRpG9ACx/Ic1tQ+DtZl2ZsJ4y7YXK7a9lhtYbUbYIUiA7RoFH6UrJu5GBxXO8S+iNlh0lqzwgWjwXUkbrtkRyjA8EEZz1rrbbwfJNZaYhJiuLtZJCSOAigFRjsTWtH4VfUvG99czKTYrKCSf4zgfKPXB612Go2kpa1niUk27g4A6qxAcAfSqqVtrChRWtzg10+70+QadehS8UYMbg5DJk4x9OnPNXIbcDsMV0XiKDFzCcdYwM+uGNZkMXcYrLmvqzogrIYlop6jOOntWHqlmDr9jwTgKMemWNdbEn0pTZxSSJKyAshBB9xnFCnYHG5nDTEljYOuQRyDXF614YuLOV5YELQlc5HYg9DXpwjAB44NDW++NsAZIwMjI/Ed6cKrTFOkmjx6C1eaAAHDoSceo61csPDWpNqEYNlccOMkxnHPTnpzXoOj+GRbXYnmaP7zZQINpyCM89OD0FdlawrFEqhRgAACt3W10MFR7lLwz4at9DhdUkMrzHLMQB8oyQAB6V0mMRnHpTIVAou38q1kb0Wsm29WbqKSsjmLuXdPIT3YkVVJyasTdTVasGwCoyvPXpTmbjioC8gbheM+vNK4yyKBmmqcjpTqEAmKbT8imsetKwJkRzg8mmMvXPTtUy9B0psgJWmkBAGweCad5vGCOvakCA9yCO2OtNaP161pZE3IpghDENj8M4quNyNg46djU74B47moMUIksxzkcEk+lKZUJOQahTaARSHHPSptqVckJUHPOKUPGVfoDjpVXcRnmlRuTn8KqwISnBjkc85peCSKb0b8aBHjNFFFeicIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXu/hxv8AindL/wCvSL/0AV4RXufh7P8Awjum8H/j0i/9AFcuK2R1YXdnQxNVyF+mazIyfQ1ciLZHBrmijpZqxGrSkYrPiJxyDVqNzjoa1TIY6RAe1VngHoOasljg8Goizd16e1MZVa3THSs640+2klSV7eEyISUYxgkZ64PY+9azZ5HPNVJSRn5aQJXMi4hAyEUZY9Bxkn1q5DEtvCiDqPvH1Pc1GMmfdtOF9u9SMWI6GspvWwwPU09VBqIbsng1Mn0NQJksaAZwAM9asBMDG7jrUSHHYn8Kk3HGME96AMnxCgK27cYAI/kaw4l7Gui1lS2nKQOVcHB9CCK50Ejsc1SKT0LKYqUPjNVVY+hqRXPoaALQYHj0qdTxgCqSufT36VLHIQO/5UJDepowEKQAK0YTWPC55ODntWhbuSMgGtEKxqwtVXVZsWu3PJYflTombng/lWfqkhaREAOAOfxptg1ZGW5OTmo6cwbJ4NRnOehrEkCPSmilG4joaYd2ehoC5IMcilBFRDcOxpwDehouA89DTM889KGz6H8qUA46NTAaPoacORUbLnHX8utIHZcjB9frRcB7J74qNkwCcilWRjnKkjtSs2VAwTz6U0xaMrGIjPIqvIm3OT3q3MSMjkcdcVTk3sADn64oTE7EZLc4puWBNNO8HIBo3HB4P5VaQIN2c4HNJuYGlVsn7pzTz8w5BpCFVzx0zUgKseeOajQk8baUryPlNFxH/9k=", "path": "030034.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030035
Women Tops & Tunics
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rkpQlF2Z6NWtCautx9zeRQyQWlzdBwqiWcd3kY7gh/wDQiPSuJkga8vrswv8AKuZVI5AB9a1deYRX12UEEjQgP1KshYDLkdCx9O1UrDybPSdSliyFlkEMZJycAZNdaVtThcnJ2J/DdjE5muXkHmHgL3UdzXTpCiR7IVyT37fjWVo2h+QqXNwuZGHyp2Ue/qa3CQh2ng+gFctWV2d9CFo6ogtrURtuOWfux6//AFquMSOFHPqaQskMZlldY4x1ZzgCuf1XxhZ24MNgPtEo/j6IKyVOc9jaVSFNXbNiaVIcvcypHEByxOK5jVPFiKSmnKSf+ezj+Qrm72+utRl865mZj2HYfQdqr11U8LGGstTiq46Ulyw0HyyyzytJNI0kjHLMTkmmYo3UE11RRwSk2HSmlqQnNJVXIuO3mjeaSm7hRyiubVhcvZSwToSJEbcpB969Mvtas/FGhxQPp7w7cAXzxh3QjrtGQQBXm9naO88SGNmIG7aBzjGaYLyclktppgC+5FRiOfpUOOpfNZWN3U7OKyjWWe+tr8E4jkjjeOQ+xyK09EQRaaLqLThNbTI6lJrcyQM47uP4eOhGMVw899PdyAzyFiK67QNb06Oyt7ZppLOWGNlZxkK7E5DEimLciv8Aw9oV6qS2Fz/Z9zLDvhtyfNiZwcMpbqh9M1zUlvf2N68EzcwOVYhgy/nWhruq3MmsRz+dulhRCs6cMx6g571nzatc3k88twyyNcNudtoBLevFMhla6WRJcupBbmrYlaKPA2yIR80b/dP+B96iJJAUZPHKvyKfFJErB3jDFeiv0/KgZA+n+YrTWu5kA3PG4+dB647j3FOg0eW4WNopE+fOAeufwrW0ewg1rUiJrya1ucZjkQZ3Edvbitb+x3W7msre7hkuEXczvFt69uPX1FFxqNzlL/TBYWkbPJumZyCEPyj2+tZYOK19c03ULe9DXqBQ4/dsG3KQPQ1nrAp+8x/AVSJasV6eIyasKkWPuMfqaUyAfdjjB9cZ/nQSRqKtpp91MoZbd9h6MRgH86v6XazSWj3EWwyZPzSAbYUXG58dzk4AptzehgT50zR7yAx+8/u3oPYVLZSG2kF1plyt2k6xyRnI2DefyFdvpvjxL2eO2TTpJblgSdjBRwMk89BgZrhrVIysTeR50zHPmbdip+IOWNaUt1b6dCdM80w3t6v+kXEaZ8tT0T6HvisK2Gp1bc6Oyhi6lDSD0Nu9+JuYQun2RWQjlpWyB9AK5E69eliVlWPP9yMCmXOkyWBKXc9vC2NyISSWHrgDj8cVQHPTmlTw1OGkUVUx1abu5GoniHUlIJuDJ9VB/pXU+GfHz6Xdk3FtEY5AFkZBg8Vw8MUrzxpFE7OxwqomSx9AK6Ky8NS3EsbXri2XvGh3Of6D8ac6EH0HTxVVddD3W11dJfLfeohdd28nA24znNcL8RvFelXFqtvYyLNcbWTzU6EEYwDXlN5ql/fhVuLmRoUGxI9x2qo6ACmzXG6C2UA5gjKc/wC8T/Wohh3Hdl1cYn8KOu8PmbV5beG0eNJ0j8uVC7KyKOsinPKkdQehqpqlpOsuqT3Dj7Ngorh/lXb/AKuP1z7Vh+HmmfxRpYDuoN1GDsODt3jI4pNU1q/1edzdXc0sXmMyI7fKMk9hxnHeuhKxw8xQByK7ewa5toI4IoWlCKBm1dZP/HeGrjbZAxLgOzxkMVCEggcnJHTpWzHq1tPuY2MyyKMs0L7gB6+oqgjodB/a8TEwyyLvPHl3CFD+TVVudN0m5OXszCSPv2/y/p0qmNcF5L5STL5Cggpc/PuPbAbp71YVI+S1oYgf47SQoP8Avk5WoNVqZNz4bmjbfYXKy+in5HH9KzZJryykKXcTq3o4wfz711kUEk4ne3u0YW8ZlkW6jMZVAQPvLkHrUOZJYitxbmWP1jImX9OR+VNTB00zn47mGXjdg+hpxhQnI4PqKsz6NZzk/ZZ1jf8A55k/0PIrOe2v7Bm3o3l+o5FWpGEqdiUJJCwZTnHQjgitzT/GGq2JVWkFzEONk3J/A9awY75G4kXHuOlWBsm5UhvpVJmdj0XTPGml3u1Jy1pKe0nK/wDfVdEpV1DoQ0Z6MhyD+NeKNCQflP4GrFlq2oaVJutLiSL1UHKn6jpVJjPZcUCuH0z4gq21NTtcf9NYf6rXZaff2OqR77G5imHcIeR9R1FPmAtCiiRkhXc5AArHu9UYnZF+7H97uazlWjHc3p0JVNibXNZTRdNnujGZpI1yI0PvjJPYc1yUuoarq2jQQX8irc3JMqRxSLExjP3Qcnv19cVDe6wl/LcaW42rc/uCxyGVyeCfUZqrFaFL031xcx3d0IwpdAxAdcAEEgdhjjpWUq11dmywz5rLUqXOmaqRv+wSRlU2vJLIrkL7DPYV0Pk6Cxt9LS5aDTGQfaQVCs8mM5LcszZGPQdBSm/aARi62ybg822QBgAB6Hryax7nWrW+tMxafNFM8RiBD7YUboBGq4ye5JJqYTuRVpKmzR/sm11+6+02llLhL3yocvsV40X5ndmz/FVzXLB7fR5LhNXS5l81bdRCmLeA9WO5uXYAdR0rnbRLW8u7ZLrzLbTrePyQscm5nccsVxxuY9K0b/xIdTsrS1axNjoWGCW+AWmRfuhO5JPUjjNWYogtcWllpWIyBcNJMZZiB8uCN271x0HatdvEYtklsUtIWSC3F2JJBkBRjaFQYAPuakvJrZrJYdXt41t0iRLmN/lMMpBYKmOQVXg5rk7FBq+pGCGZthQxPJt2s8CnPI7N2qGurN4y2ijOae61WWa6mG4sF8xkX/a4H+8ScVqX+lppenwB/wDj4kmBcZzsHXH+J9a6yO3sLSK3Z/ItLQTqwJOAQik7j6nIridV1yKXWri5tlFyhkBjaZcKQBgfL39eazjJz22NpU40leT1O5e7t4dOS+nkFvbPnBl4J+g7/hXK6j4xVZHGnW4yf+WswyfwWubvr+61Gf7Re3Ms8uMBnPQegHQD2FVCfmqo0YrcU8VJ6R0LF7qF3qEhku7h5j2DngfQdBVUClpma1suhxuTbux1Lk03NJuppDuh2402lpuaq1iW7jqSiih6iCilApcCnYVz0TR7qxjvAqskxmiEcjOhVoG/qOOormfFNhbaRravYXkE8U6/aF8lj+6JJ+U+9U7TzFk+0EuFzhmQ4JB6ge9JLBBKGRcqeqMf5GoW4NiXLxylHij2lxuYg9T9O1Pe8cTxNEkMeyFYmCLgSAf3h3J71X2kW8eQQ4JBpoUjggimhDrhmmkL+uAB6D0qHaVYA9M1rWFi97cJCjqrseGJwB7mtTVvCV3DZPfQKJQmfM2DG5V6uo6gc85ouXbQyY8PEh2/OhKlh3Fa+neGTq1jdXfnGDY4SM4yGPfNczHKYSwB4Ir2610dLLwnYxQjpbrIx/vMRkn8zUtl04XZxul+GU0uYSzz+bKhyuwbVB9fU1qNEv2yO4x84BjJHcHnn8RVmUcn8KhYHa+ezUrnSoWK+qWC6tpc1ngeYw3RH+646fn0ry4iYEgxOCOCMdDXr8fDZ6EciuD8V2Udjrjy+QPLuR5qEMRz/EKtGVWHU5jbN/cf8qUJMT/q3/75NXiUIyqsp/3iadDF5pOZXVB1PmH9KLnNY6bRLJ5PCdzCbu3sDdLt8654JUMSVUe5C5asB7MJJ9n3pIYwSGiIcN9COKJpruaOSD7SkokKb0d13naMKB7ewqFpZrSTYjvFkBiEJXqPSgpF2yt0QPOc7QhUe7H/AAFFnH9g3mCbbI/BlwN4HoD2/CqJuZSys00xK9Pm6VMuoTr0nnH/AHyf6ULzCxMba3MhdlDSE5LOdxJ9yakCIOgUfSmLq1yo4un/ABiQ1atNengulczRlcgODZRtle45GKq6CzZJpG1de092YKouEyScAc13kOhyi6kE8cikOQBsPPvmuZt/Fdksyv8AZrEOD1k0xCcfgRWjD4gs2hU262wRTgbBPGB+AfFSzWF0cFDCv2ccdz1+tPNqpHSuun1TRIRs+xaT9RbSMfxyagbVNEI/49NM/wDAWQfyaqTI5DH8PQLBr1vcHIECyTHn+7GxrmIwdq/QV3klzp76PrFza29kpgtSm+OORTmQhRjLEVwg4Xip3JSsdHpsXn2dvZO00TB2uw0IDfIwCfMD9OME8V0elDRfCss1x88kk6vGMNueIAdAPTcOScYrnNFNrdhXnwZoohb7C5DMMnBXBznBxiulhu7e3nf7VE01ypVI53l2SRhedo4JzzySMmk7jG6pqWkXuki6v7GEG5iAEog2zGUAAntgd8jIzXO6xdaHaWqx6QZjdk5MsUz+WB6HcPmP0AArqtZNtqcKC508+XPcs8bJdcl8YITg8cZPbNYsvh7TScf2dqI+kwP/ALJSuXZ9DF0jWbySaW1eRStzC0cjFRu28N1+q1qw20MnzRMQ45yDzVm08OWEcd9cpFqcUtrbNKgk2srknbj7oNZ1kjwuGeKbIHHympdmaRUupoyQu8ZDsJva4QOP15rOvXSyiR1WSMscbYpMj/vls1f+04U792PdTXP6hcm7uDgHy04FTHcqbsileOZ5QyquAOT5YUn644NV1Z0OVJB9qupG0hCRoWc9AgyadHZTzyRxpCzNIdqjGMn0ya1TOVoij1B1wJV8weverMdxBKcBgCexqwPD8s8x+xOLpU6kcBsfew3p6E4NSTWyRmNLnT445SyhQQW2xMPl4B5PuabkOMeYq/ZTLKsUEbtI5wqIMkn2FbunaGmlyrc6nJILleUtraTaw/33HT6DmtFLyy0pJYtJgWF5Mhn6vj0z/CPYVmusssQdiSSxrnnW6I76GFW8jZm1ma4bdKxPoo7U2aHVJLhGso3kiA2uY9ku5uvCg549ayB8o+YgY9RmtK2F/elIYftHlvkAFwgYAZPQABQOvb1NYw3uzapeKtHQZcxRvDbS70Fws6yssoKK5XgICeh781MI825u0YeRvPzkjjnv6Vg+ILSIwWUcBRpFZ2+TIBjJ4Iz0UY4zyaqWEUi3032m3mBZQ3zjADjjJHQ8961lDmVzCnVcH6nSadd2WoXYV74gbSdkaKGYKRwS2Bg5468dao6vMZb2zK2kkguIWNrEG3Ec7QQ2Pugbj8oAzT30+HXIdzMgiSQsX43v6Int6k8U68042tqBbT317qtwVihIZWZFHAxtJ2jjArSnFI560m5al3QtPsnt7rU7pLRJ40aOKGcN5VtGnylmB5JNUPFi2UH2aSCWVr4YZbhzgkAc5AGEweFQdK0b+GMyma/1PFwiZu2IDRq6AAFkU5Dc4BPJNc0pGrxRi4nFtALh3Mtw2FVMD8c+wzzWpgxq6rdahpU1g9rbyWsEG/gEGNtwzKTnlmJwSat6Vc2vhyW7bUYnNyIlWO2AwzE4bn+6MVl3eq20VkdP02LEJkEktwy/PKR0GOyg8gVlSSvLI8srs0jnLM5ySfUmpcb6GkJcrUluXNV1m71q4E1wQFUYjiThYx7CqH8FNJyaM1SSSshSk27sKCcUlN59aGrE8wtFFFBIUUUUALRRinVSYCAUtIKXBouJgFJp2ylHApc1I7Gi6Tzh5VR2EAyxRPljGfbgCmQhpSVjAkcAnH05rrZbLW7PSVsLC2dhG7S3QcoCGIGFC7slcDPPU1ylxqE11OGmH7wDaBHEE/RQKm42rFUXxMSJ5KAg5LDOf51sWES31lMXMUYjAIkkbG45+6vqfas6fBkwwHBzggZ/GuostYgvPD97p9+ZpZ3AkjVEQAlBxjP8QXtjmmIg0DWotAnuHe1MpmjZCDKyqePusoIyM1uaz4us9Tvhaoiz2jSwm5jhV/8ASmC4JBGP3adgcE1g+IotImtNP1HRZB5U0QiuIHkzJHKo6t/vDnPQmsfT5Rb6lbysxWPdtc+xGKCkxusBbjWb4oqJiYjagAG3pwBxXrXhPxNpdz4b07T7u+jW+CfZykmQTg4XnpyK8g8xBcSu7ZlZjvPqc81Ko4yDQ1cIzcWejavqOnaZdvDNdpkHG1PmII9cUQXNve27TW8gkVh26g+47V5s2c4znPPFamk6xHou8LYSTzOAZHBxtHZQP1zStY2hVbep3SA5U+1ZfizTRf6L5w/1lo28H/YPBqxZ6zaTxK7sqnbkqHBK57GtVfslwPIa4TE6FNjnaWBGDj169qOZG8o3ieSLA0UmXCyRq+CFetFyJirhAq4AwKy9Rt7qy1G5tJ2bzbdtnPGcdD+VTQrc38YZSq7BhnLbUP4+tVuefIsTMoLQsDgjp1DA9CKr3qASxbc48lMZOe1RXUkttdeS7KyooVxnI9f61YtoftsaW6ZEsSnBPIKE8D6jPHrQgTKW2n1eNpaGd7Zb0RzIxXdMm2NyOOGGcfjVueAaVplsz2lu1080quZcScDbtKgHGOevrSTsXcxNyg8t+tPBB6ECrZ1e/wArtlSMDskKKP0FNnv5bmJop47dskEOIQGT2BHY++aoCDP+1UkU0kTZjfGeo7GosDHQH8KVUB/hH5UrFXsSPIXYsxyTSZ9KZhOwFBVcdP1oYcxdWUQ+GdSz1mnt4x743Maw95qxOP3YVSdpOcZ4zVbBoRDdyxbHc3lZALkAH3rq7eC31Szt28hVkmBSa4fLssqduo4I98VytsqNHInRmQlT6kc/h0rc0G6sEhum1DQzqTcNGwmZdpPGGAPQnvQK5Vvru5l1Bbmd/MK/IhAwm1TwFHZfaughdZ4UmiOFcZHPSqWuy6e+oQabZW9pEIlH2ma3GQ8xHIUsSdq5x15NQaHcC3L2s0iLlzs3ggbu4PoazmjoozSdmbCSMYwyuykHBAY8EUhnmz/rZv8Avo1DPN9nnLOAsbkK+DwG7N+PQ102j+HLbWIofKupFkbcJiQoWJh0HXPPb1rGzOpzicwrztKzGWQ5OcFial8941xmtTU9Dn0a9igmYTrMMr5XDMO+A3UiqhsoriGSW3ulbZ95ZFMZH1J4/Wmri54lKC9lj1azcTQRKrks0zmNCMYIZlGQMVsa2l1DJ/a8V8LeEoqA3AJIznm3Dgvj32jNc/JFDLLHCZ0DNnoQRnOME9B+PFVo5NP0u9uHv7ebUBgeVEJgsbMD/wAtCOSB2ArWLOapq7k82hXg12WTQiz3UDBtlsfmiOOm7u3c8YFacMVzqFw81+qyXRAV0QgKXQYzleMfTisvXfF8uqWUVhY266dYqPngtztSQ+4HUVv6Ywh00FQYy1ujKMc8jqAOg461liZPl0OrAU4yqNy6GIgBvSnATfgHoBWsbR5LcLEO248jgdv5VTs0JkPlLkyHahKZDYyeAeo45NYF3Z6nfagwZ5LmZwZMxnK7R1PooA/AVhThzbnTiavI/dO3trG5spoy9vt4O2KSLc0nHZev48AVXuvEdu0skBuEiRYQrmSTzPMk4LA/3gCOAMKTWH4fd1sr1YbgtcXEZjaPJIROpIHVyRwMcCon02O/uxcRIkEbyhRAi8BRz69cV0KKjucMpynsZ735F1NLveczjLPIgDh+R/I0/WgYRAoHDAsuT1UgcH6EVoWtna/a01G4AjtZ5vstqoXhv4Wf6DNXdft9LsW/07Et3JOAyAk+TEG5CqCOoGMnrV6XJUXyts5a21G6hYRwnzF35EJGULdASO+PQ8V01jqNnp9zJfSKIkhjxGiuGmnldSC5boMDv/DWdf6/aGW5/snSoLP7QCjSsNzbPQAfKnA7Ak1zsksjgB2LbRgZ7CtEc8lZ7m1d66s1qbdbZBFuysCkiGNRnAA6scnJZjyayJ55bhg8shYgYGew9vSoaKZAUmaVuabSG5C5ozSUUwuwBpaKaTWpLdhaKKUCs0rjADFOoApcUJE3G0/YabRTsMXbmlxigdavWGj3+ogtbW5MS/fmchI0+rHAqUwRSpa3I7TRbA5urh9UmH/LK1JjiH1kIyf+Aiq+ralNfW0UEVtb2tnE+Vgtotqh8dWbks2PU0K5Vy7qNtc2U5leC4gtrjIhMzklkB4BPfFULg3Cx7XR1PDcgg4I4rsvE+pWl/rsFjqETRiCUFZI5A6PGQNuMfwmuN1G6u5Zmlumbz5280NnqMkEfTIwKlFTavoAuJIlEKeWgxgkKuT9TU9rY7h563kcaxsNzBvmXvnFLdC6t9OjnRWRJEEUr7QCWzkdu471mzztKPO4UsNrhABk+vHrTIN5dLsNVmkXTZp45BjLyBdhJBPQcgccntUug+HHvLiZr6RF+zrIUtvN2vOyKWIBHRePvCs7RvsyxhrlzGHlChwM4H4cj6jNP1Q5jmjEnmCK43RyJnocqcemcZoGjP1exuLK6imuI/LN1GJwu1l2E9V55yKliSK4t7MIWjY5SaST7gOeG45wB1qeXUpdSilh1a5uJyYwsMsjlzEy/d69sblNZ9pcCGUQTJugdxvXO0j3B7GmSzd8Q6O/hxrdHeEmVSUkjlEiygfxqQOAc4xWFJMJJSbdpAoUEh+xxz+GatalK97HaxWq7obRWjQZG4AsTyP8OKqw2cyjc+2OM9S7dqGikbOjwLNrMDvEDFKrHDrwcDn9a19S0yzt4S8V6trt5EUrZT8Aen4VzU2puMi3zHwEVgcFV9B9e9UColk3Su2T/EeTWbg27myqqMbWNprm5ZmEsqyEJu/eIG3L269qz9XhmlkiOMwt8iRoPuNjkY/XNQCSRQi+ewRD8uByPpT3viQo/eSsowGkOMZ9hWiVjF6skt1e3ulncoWVdvl/eLHGOewoEzoyIiqYkO4xkcOf9r1/pUaJM7ZVlJHPlDg4+nf6dantipYGWEyIf4UfbigRLII71Jna2jijgt2OQ5+9/D9TntWWZPMk3lFB2heBgcDGfrWrrj7YbSCFFjheLzSAOrZI5z6YrIyPLIxznOaBrYlQxtnc+MdOCc08LF/z1/JDVejJxwSKdwHlyrHaDs+nWrC3EcaErGxdl2sZCOAeuAP51W82RgAzscdMmkJJUigLlzzY4ZCjbJcdAjZHI67h/KiK+jtZAxtLefnI8zdx+R5Hsaz1jwQafIoytSFjQmuV1GCUNbxrcKPMWUcO/QbcDCnrnpmrOsvpP2S3h0+OMSIxLuImVmGB94seuewrGParVzPHPDbYjb7QikTSk/6w5yPyHGe9PYZVRnikWRMblORnkVY+3PGwaDEZPqoJXPYE1UcYOaFUEUyTS065mWWec3DRqkJ3YwGfJwFHuSfyrQnFtqMIvZR5LSqBPKozEsw4O9QMqG65HFYHQ571Lav5dwCZ5oY2BV3j5O0+2Rn6UCvY2Zdkmmi0up4EnT5oJRKrq691YrnB9Ca1NDuGhhSYajam5tXDKqSb2eLuCAOdpCnr0rGt7IXuj3LK9vLPAu4KFKzBARk+jLg/UVYtNJeGO2vYrrypACzMQWXB6HI/hI4Poazdkbq8iPWb65l1GdruZvtn2lZ45ZH+Zcj7pPYDt6VuzXjwTS3Ajt7zTJHEkuMSoDjg8HKsucc4yK5LUbG5s7gtPFt3ksGQ7lb6GptMk8wS2hUHzVJTjncB0z6EU1qGqOu8Rav4XuNMRbW3jjvjCjxvZRAGN8chjxx6is+0s9V1yzR4Fka1mcW53uq5ckAqhI5JB7dK5a7iMFzsyArYKl+OD610MDa0Z7K18PxSyMod7aWBcyKCfmBPQEHqTVJGTkal94f03RLu4a40O6aAhordrm/jEbyg8nIwSBV6PWUm0lYLg24QRRR/ZYZUAYqMEkoeATwBycVy9vNe2GpS2t0015f3UT2UkXmCUYcYALZJJDbWwKt6xPOmtXs1pHNaWwkW3S9Me0BRgAjAzzt4wamUbmkKjjsdA1pbDz4TDeySQrskCRiNQG4OODgDHftVcMQyWtnaIYJ3YgvIWMyxjIZ+APLGMheF7muS0tQjz3UuqT2qW8imTbG/mOxJGAOm7j+I1pSeJ53t5TFMI5IwsUVvMnnNJFu3Hc5HOCM44FZ+ztsW67kyeLR5Lqfe9pNDK53+bLmPHGcgjH1wBUl9qVhYWFzG/mtdTBVjYIFeWNlB830XcOAetbE19ZXmmxM+qWyyXEKRv+92EDbl44yQPvfKu5jhRXNeIdJ1C9srHUks4+ImglS0kWVY1RsIcqTxtKrmnGF9w9o1sYuqa3PqZgUpHBBbLst4Yh8sa/U8k+5rOkkaRi7szOxyzOckn3NRyKY5GVhh1JBGc8imFq1SMuZvcfSZprGk3GiwpDsmjJoooJFNJS0VVgI6ctO20oFBKVhKPan7Wpyhl5HWhsoiFOpHRoiyN1UkGii9hC0VZs7K6vphDaW8k8h/hjTOPr6fjWkNKsrPnUb9XkHW2ssSN9Gf7q0XCxjYyQByTwB61qw6BciJZr6SPT4W6NcnDt/up941ct72ZZPJ0SwW2Y8BowZZz/wM8j/gIFatl4E1W+lNxqM4gL8sZDvkP1qUgbMVZ9K0/wD49bM3so6T3owgPtGP6k1eg0zXfEjK7K5hH3TL8kSj/ZXp+QruNO8K6VphVkgEso/jl+Y/l0FbtUojOR07wFY25V9Qla6kH8Ayqf4mq/j+GK28O2UEESRRLc5CIuB901222uO+Ii50e0U/898/+OmtLIlnnX2mSKbzUkZWHRgeakv55b/UEuGxvmChsAAKRxxjoO9QPDII/OKMI843Y4z6ZoX93yGxmsQL9zrBuLL+zwuIUI2u5LNx/Ss0HnB5qeaLNuWABePBOOu09/wqkHaki7mtasVjdmTdGgAA9TnoKmkMV2YAhaN5HKysX+Xr8px2xnmp7LQ21PTormW+tbSJIyzNJIXbYpwflQHBz2PJrR0CytVvCGgl1PdHhAVEaQsxwJGXJZgPyFMEZMmh38ct3EYT/ocgiuGHIjJOBmrWvWuh21pDFYzi5uwiH7Rb7lRx/FvR+Vcf7JINJqhkPjC5UOVk8wAtn86r6jc6fDeOuLhnYZZU2qEJ6gE0A0ZBQq2YpMH8v1pfMl/jjDH3Tt+FW7Yo8zPbbyicskmASPqOKRnkTBDmGQNnd5f5dOlFxFLz0/54/kxp3nr2gUfUk1PcxC4JmhI8w8sg6Me5X/Cs0nFAIsiTOcsqj2H9KkDRj7uR6s/J/D0qtDHJLIIokZnY4AAyTVu/tvsEqQGQSTbd0qjohP8ADnucUAW4raxJEr6kiIOcJExfP06fjmrbailtK/2SKFQAMSSLudvfnoa57zHp/wBom4zIxA6AnIH50gNl5pljIuAtyj4cCUEgE8kj0PPapoL61VgX0u3KLyVCjBHocjNYUd5cxE7JWAPUHkfkeKlj1W5i4RLfOcg+SuQfUUxo6efTtIiPnTWq20JcEZuz8wx0AxmsO+XSwrCxNyzF8gvgIq+nqx9+KzJLiSaQu7GRm5LOeTTdxpDJgtKQBUG40m96AaLe0U0j7tVvMbpR5hp3C5Ypy1V8w0CRhRYd0W/LMzBUGXPAA71FtNNivJYpUdMBlOQcZ5pZLl3keV/vMSxxxyaLiFpah8/2o8/2oFY0bZ3SZHSTy3UjD5xt966X7RHZRLLLGsM0LFLi3Q4V1bpIg6dfTiuMFw69DVhdWvBAIDNuiA2hXUNgegz2qZRuaQnynUukN1p8qCVXtCM7+8L/AMJPoO1cvEZIZUdDtkRgwI7EUWOrT2FwJoRE3BV0dMq6nqpHcVE14CxKxqoJJA549qUY2HKaep09n52oTabaaRAlzfT+Z5sdxArrGu7sx6J3PpV68/sO3u7fRkv4SiQMJ9Rtw64lLElUVfvjnaAa5nTtXl0+3nOzEU5UcFlLbTnAIPTnkHig+d4g1F5ILeOOQx75Tk/Njq2BznnooqzJpHbaLrPhrQNEaQWEl2WkkhuEaICbacgB36Rgjoq1Q8QyRLfw2un6jcRjyEbZPEBNb4GY4QVON1ZM1zpRuGnvNUaVyiBvsls29mTHzEuQuT6kGsS8v0mRYYDcCIStKxmkDM7n+I4A5xQImh1OWEiC7QTxwM7LDKTtEh6lgOWOfU1nPMTJuUuB2yeaYTTdwosCJPNJxkk4GBk9B6VqwahpUmmJZ31ldJIhYrcWs/3ieu5GGD07EVjGgjFUlcdx0hj8xghYxg/KXGDj3AoqOincLC04CkWnU7iYUlPANIFJqWwG04ClKEUL1ouA4Dim08AswUAljwAOSavrpLxgNfTJZp/dcbpD9EHP54oQmZ2auQ6ddPatd+SwtU5aUkIp9lJ+8fYZq3FLbQTKmn2Jkm/hluQJHz7IPlFa0vhXW73TrnVNQzEsETSZuXO8gDoq0xWOT25LMe7UwmtFLbdIuTw0yKR7EZpmowJBqMqRDCqcD8qRRc0PStY1uOSzsN5tgwMgMm2ME9C3rXb6X8PLeHB1G4M5H8EXyr+fU1B8MQRa6l7uld7iqSJuVbSwtLCPyrS2hhHcImM/U96sbamCZpwj5piuV9vrTwgqfy2pwiOKBkOwVxnxFUf2ZZD/AKbH/wBBru/LrifiMuNNsv8Arsf/AEGmBxekTvDcQ29pdR2yyKELSH5HOMnfnggn1FWNXsvtunMY9MtLa8tyxdrb5fNA6gjJXjqMVzUb7Rg5xU4unSPy1uX8v+6CQPyrEorWtzslhmBG+I9D0de6n8KfrFlHp+sXFtCQ0SkMhBz8rAEVCYiWyo4P6VqwajPDHDF9uAC/KQhzgdu1AFnwlqTW9xcaPdSLHYajGUl80cIwUlXHocipbz7NDoWkX1ldYuZllDKGAdCrYB45GQarpa/2vczTiCOSQfM8t3fKowO5BI49hmmahaWEd3H9mvo5Yp4lbeoIVJP4lwQDjPQ+lBQJdi5ubjUZlAaGLLY/ifGB+dZM0mJortokk8wfMrjgkcGtS10q/lgkdLOeWPJV9kZYZHUHHeol027vSun2lrNI2/eMrt2cYOSeAPc0WJLNk9sLdLoLJBg4wMYI7j3B6VBq8DWkwt+duAST3Pb9DSXNkumXAhWa3uZEAJeGQuqt6A4xkeo4p0DvcmSFiWaVDgkZ+Ycg/wBKQFBMKfug9+atRRRXZbfDHkc8A5P60+CyluLGO7MKxxuxUENgEj69KvWunSrKV8iYMeCJIzx7+n45p3GkFu6xKJgFijVC22PAJx646Vy7yGaaSVursWP41r397nzLaKIxgfIxc5bjt6CsooBQhDaKXFGBWgrjaKXaaXZUWGNop2KWkK4ylzTqTFOzBOwmaM0uBRgUWC6DdSZpdvtTlidmAVSSewpsZES390UuT6Cta30G5mALDaDV1vDDCPO81NgOcy3tS7/YVo3OkyQdPmqiYyOCOaB3ZHRUnl0eUaBEZxRTzGaYeKbA0NLmsY5SL2ES8YiaQny4vVio5b2GQM9a1bSw1HWU8jRNPkjtIyrly4BPOFaSQ4GeOAOBWBCLXGZ/OJz0TaB+Zq40kbWbyRXUdsGAVrVBIN4HQnqCe/Jpi6lzX9Mh0lxazNdS6m2HlZwERAfQZJYn1NYNXEsrmSZbVLZzM4Dqnl/MRjOfpjmqrKQcHtSYxh6UlOptVEYUU+incVxmynUtJSkAUUU7tSQC0VoW2i3dxCLiVUtLU/8ALxcv5aH6Z5b/AICDReR6bBHHHZz3F1cbvnlaMRxEeir9489zii4rFS3gluplhgQySMcADHX+laAsLK1JN/eedIP+WFkQ34GQ/KPwzV59O1TWNX0+zuYUsxcg/Z0MPlxKnJO1QOnueTXcad4E0mw2m5zeSD/np8qf98ihITZw9idSvpDFounmANwzW4JbH+1Kea6XTfh00hD6rdYzyYoeSfqxruYoo4ogkKLGg6KgwB+FSCqSAq6Vo2m6SuLC0jiPd+rH6seaZ4l/5FfVP+vZ/wCVaSDFYfitr3+wr8QpD9m+zN5jEkv+A6dO9NqwHldnGfJjcnP79MflVPUfmvpW9cH9Kv2p/wBCT/r4X+VUr8ZvZPw/lUD6HWeALzy/t9kA4a4Q7HQ/dKoxrd8CzzXOpXInmeTNuCN7E9x61zPgu3kY3U8M7QywsNrIoPUEHrXQ6bY3mkTtPY3EKyFdh8yPcMfn7VSM2d3cKY7SZkOHWNiD6HFcl4R1y5ubu8OpXoNvHAHzJhQvzYzmpZNU8QGORGexZGUqcxsOox61z8Wl3tvb3UASNkuIhGxEnQBg3FMdjrdb8VxWdjDc6Wbe7R5TGzZOFIGa1tF1CTVNFtr2ZESSZSWVOg5Irzh7K9TSBYi1Y4nM2/cD/DjFdFomt/2ZpEFjPY3ZeIEFkQEHJJoHY7MstcL8SuNNssd5z/6DWwfFenxq0kqXMUajLM8WAK878T+JLjXZlO3yrWMkxRd/q3vQO5U1uytLO002OwjLzTeY8hGSXTO1c+mcZxWIYVErD5htPzI/UV1Wr6Rc6UYWF1FcWgiVEuheEIo7LtAzmsKSGNiJ2mDK0gAkEbKD643cmskXYgmiktonhmhmUTYJV029OQR61DHbpIflmT6Pwa0J5mMDNFfBhyRBIQysP90/dP8AOsoOSSdifTHFBNy9OirFEkS5ATLMExk5qttdgFx3zmnpKjxbZTgqRt9CPT2q1sjVctPbj/tpn+VAx+m3htrpEeQjcME5IDD0J7ex7Vo/a9QtfPi+1SS28nLx3B3q47bg3BNYNyIZJFZbhMbMHhv8K2tDv0QxT3BMqWDpLLsGS0QYcc988UAJ4ne2ttRlgtYIY0k2ShEjwY1KA7c9jk1ixXk0csZtwRIHDDAySR0FQXFw15eT3MjMzTSM5LnJ5OafaW7Xl3Fbq6q0j4DOelAG1d3ctnpebSPZaXEpOSOYm6tEw+vIPpVK91Ka8gBRpo4kjWN4/Myuck8D0OK2PJit7draG3UROwdklG9nI4y3TnnoBWTrMUFvFbpDH5MsoMk8SMSowSEIzyMjnFFh30Mo8nJ5NIy5pwooQDdgo2CnUU7isJijFJk06gE7hRRRSGIFApQKKKBC7aMLRlas2dsbqYKOnc1YhbOwkvJAqjA7mus0zRra2I85efU06zto7aIKEwB3qyJODIxGB61FyrMuyoijEKDHY1kalcyRKPnC0l3q8UMfJ3HsBWOdM1LXZv3EEhX2FTzITiyEal50ihgMjvVn7Cl5EWWAGTvinp4U1CxmRp4WUD1FTXUwsofk++OuKpSQrNGHNYbc7c5H8J61U+X0q7LepdSBwcSL3qG52kh1xg9frVAncrsBVdwM1YbGOtV3GWoYy5pNkmo3yWxS5kkYgKlum5255/IVPfaVFaSeWl/BJKX2mIEsYx23OBtz7DNR6VeahDHdW1pf/ZYbhMXBMmwMvoT1P0HWtXTUVrOVLqws7qwtlJa5JMLxDsBIO5PRSCTQK5gKLi1llQO8bYMb4fqO446imBMVoPYAadb6hHvEM8rxBWHKsoUnnuPmqoUqblWK7DFNqwyVCyYpt3BkdFLspafMZ2EyKfFG80qxwo0kjHCpGMk/QCo8mup0LSNc1KFl09VtLYnbJOCI93qC33j9BQkO5nDRBaYOq3cdof8An3A8yf8A74H3f+BEVesH33Ai0HSmecdJ5wJpB7gY2JXZaX4A0uzAe9ke7k6lfuJn+ZrqYIoLWIRW0UcMY42RoFH6VSQHCWngTUL+4+163ft5h6jd5khHpk8CpPFGh6dpK6EljaiNnvhvkJLO+MdSa7wHIrkfG5/0nw8v/T5VWsPoT65lviPoJY5PlP8A1rq9ma5TXDj4jaF/uNXXDpQtyWIEwKftxSUVdibj6pathtC1Qf8ATlL/AOgVdqrqa50XVB/05y/+gmpZZ4van/RQPSZTUF8v+mv+FT2nMYHpIpqHUDi+k+grAvodT4GGYr7/AHkrsVA9K4/wHzHe/wC+tdgPvVpAzYvl07y1oU8ipMCnqCYwIKUJ16AAZJ6YpzlYQC7LGD3kfb/OqmoW0d7ZSQPvEbjG/f5Y/M4z+RosDkcZ4h1U6pdmGBv9Bt+dw6Of73+Fc7PnaGIOzOM+9b9/os1vbiK2njuYydzlEKnPQDnqKy9Vh8i0tYu4JLfU0E9bnpI8JStoNvp66gY/LUY8yMNtbvj1rEufhtdXEm+XXFkIGAXhNeh+UfWkMOOAaSRs2eZN8MbvtqlsfrEwqA/DPVBnbfWR/wC+hXqfle9KI0zyTT0JPKj8NtYHS4sj9JGFRn4c66Ohs/8Av4RXry7BxipA0Y7UrBc8bPw68QjpFaH/ALb1l674W1LQrWKe/jgWOZ9i7JNxzjNe8719K88+K7htN01QMD7Q3/oNFkFzy1V9BW1p3hPW9VtFu7CxeWHcVDo6jkdeprJUdK9n+HZ8vwpF7yuaSQXOHn0Hxg6hf7HmjOPmdNpZuMdcms648JeJXkMs+k3kkh6s43E17sWX0pCfajlGeBnwpr3/AEBrz/v3TD4Y10ddGvv+/Jr33HNOBp2A+fG8PawvXSb0f9u7VGdG1FfvadeD627V9EHJ7mk2/wC0aOQVz51OmXo62FyP+2Lf4Un9nXP/AD6XH/flv8K+iime5/Ok8sepp8orHzp9iuB1t5x/2yb/AAphtpFPzRSD6xkV9GhMdzQw9STSsFj5vZAvXj6035f7wr1T4rhB4dtCAAftP/shrrLOKFtNtCYYT/o8XWMf3R7Ucg7ngCRhmCqwJPvXS6faraQpjmQ8mvStcmtrDT5HEMCyEYX92P8ACvPjKWDyt/EOMVEnYqKJJLoIo+bIHJqjG97rl15NohCMcZSo7a0utc1FNPtEaQsfmNe++EvANrodjEZkUygAmuapLlNopHGeGvhirqkt8CTivT9M0LT9NgUQ26qQK0SoRcIBj0rPdrprsKxEcPrmsnJs3UUx2oaTZahCVmhXp1ryjxl4CMMc1xZLkAZIr2VmULxzWddwCZSh6N1FJTcWHs1JHyPdwPbyspGCvWm28hnBixyTx9a7j4l6Cml6jJPEuI3Ned20iRXEbsuVDDIz1Fd0JcyOGpBwkWWRlOCOlMPWr16I/OkaBdsTMSoznAqg3BFURc0dMhdZBdyWqS2sLgSGVykZJ6KWHOe+BzU+s61NqscEH2a2tba3z5dvbKVTJ6nknJ9zzVewtPtUcw82QmECVYgPlbkA9+OO9as8Up1B4tI063BaEIbeNhcSfN3BJJ3A91wQKGNEt/5Z8NadBCT5dpM6OSMb5nAeQgHnCgRrWKy8V2FtoWqv4da31CG0tAZ/O+0X04Qw7uCepYs2McjGKwtWs7SznEVlqEd5Gc5aNGAX2yQM/hUmqMcjFQstWXWoJKSQMgqaCISswPYZqE1Ysz80n+5VWMhsCDzUP+0K9T8GMx0if/r4P8hXmFtzJH/vCvUPBin+yZv+ux/kKuKA6HmnKDRg1Ii8VoAqrxXIeOeL/QD6XJP8q7QYxXGePSPtmie0x/mtJiJddH/FxtEHohrsxjArjdd5+I+jH0j/AKtXX4c0kBJx60ZWmBG71HO8dvA88ziONFLMx6AVQrjb2+tdNtGubqURxL3Pc+gHc1wOveMJNUt5rW2h8i2dCCX5dh/IVm67rMms3vntlYEyIUz0Hr9TWbLHtt3ZzhiOBQyb3ZUtPuH/AH1qPUTm+k+gp9p/q2/31qO/Ob1/oKwNuh0/gm8tLSG8+03McO9l27zjPFdnFdWEp+S/tW+kq/415PZ5NqwHUy/0qR4X6slaRIZ6+kJfHkskhJHO/j9Kl1C3Gm6dLPPNIzqPlSP92CT055b9RXjKs0WSrNGf9gkfyrqdLkvP7NVLi6nlVm3rHIxYL6daGxWNoXj7t6LHE+PvInzf99HLfrTGfexZiWc9zyarZ7U/dVIBZv3kTrkjI6iuU8RjaYQPeuqJylcv4k+/D/wKhjPcdh/vUzyj61Jsal2N71JRH5XqaTyfepfLb3o2kUDI/KFLsHrT9hppQ5oExNo/vV558VuLLTB/00evQ9jV518VgRDpY/2pTTZLPNx0r2f4ff8AIqQf7714uvUfWva/h5/yKMH/AF0kqUNHT4NFOoqrILjcGjaalpvFKw2NAxQad8tNNNCCg0hcUzzBTvcB5NMf7tRtMKj85P71SkM4T4sk/wBhWQ9bhv8A0A12Nlxplp/1wi/9BFcX8VnD6LY/9d2/9ANdJcXZttAhcHn7OgH/AHyKNhI5jxZfC4u/IViAvBrFsdPuL68jsbVDJcP0A7Cm+Tc6nqxhTcZJHAXv+Ne8+CvBVt4ftBcTASXzjDPXFUqWZtFdCDwZ4EtPCtn57gS3zjLP6V0Fxqtvbqd0gUDuafrV9HZ2kjMwGFzXh3ifxrcS3hRYWMIOMiuaUnJ6HbRhG2p6o3ihJ5dluu7BpYBPezkyyEITkCuB8MavDcKBEMOexr0K0lVYwzHAAzWTqNM63TjbQ2k4UL2HFQznaK5q/wDHuk6fMYGZ5HA7CqifEDT7gptt5yCeSR0FJ3lqZJWZynxUsHm04z4yi14W3DHjnNfS+vXun694au0gcMfLJCn7wNfNdyvlzunoxFehhm2rM4MVHW5diJa3IJ6cioWHIptrKRJtI6nFSOMMRXWzkQ+INLlAcueAuOtdHZX9vFIE06C3heWII0qSFPKTgsTIe5xjOK5erlmypdQl08yPzF3J/eGRkVDRSOsj09dTl1HZqzx6YjtOQxwiOQSqfMcMx6DHOOTWJPZT20MM0yr5cwJjcMCGx1966+58QaZ9imsrT7NDDGGQWxtHRW6hw2DnkDIP3ga5kXOlC83xWtxHE+0Yll8zaO4wRlh6YINSaJmU4qrJXUah4dkSCe5tBNJDbjfKHTGxc4yG6Ec+x9RXMTDBpgyuepqxa/8ALT/cqvU9ovMh/wBmqsZD7QfNH/vV6p4KGdJm/wCux/kK8rtOWi/3v616x4HXOkz/APXwR+gqoAb+z3qQA1i6/wCI4NF/cQoJ74jIjJwqD1auN/4SDWWzefbZPnk2fu8AZx0C+laCPUFjziuM8eR4vdE95j/Nan0TxSbvMF7MkUygkSE7VOOzA9D+hrK8W6xbX91pjQ3Ucv2eQl8fw8ipbA19cTHxG0f/AHf6tXY7Grg9Q1G2uvHumzw3EMscaAb0bK11u9rmUIk6ncez/KPwHX8TQgLjyxxD52A/nXKeL4tUv4RBaMJLbIL26IRI3ucnkVc1O5W0vTAoM8iLl3kYqAT2wuP51ny3VzLGUMnlxnrHENin8B1/Ghsnc4qW3lhvdk0DwhBkK4wSPWmG3a6hu5uiwRGQn36AVvarEjW4cjkDbkU2z0+Q+BNYvs4AdU5H3umfyzQ2NKxylnzCx/6aLUF+f9NkqxaDFq5/6arVa9/4/WNYl9Cxpq7om9nzV98ZqnpPMUo/2v6VPKxBrREsktLQXt4qY/dj5nPtXTBMdOgqnpdsbe3y4xJJy3sOwq9TQABS4FAPpTwB3PNOxJHPKtvAXIZhwMD1PFcpr8nmiNgVOHwdhzziurulMkcaL1aVAPzrnvElq9tAVdwT5y4UDoNtMLHvG1vSkpSx9aYSfWpNR1BpmT607NKwCUylJzTGbmq2E9RTXm3xY/1el/WT+leilq82+K7ZGlj/AK6f0ouS9jztegr2n4fkDwja/wC+/wD6FXiidF+tezeBSR4TtgD/ABvSGjrN6+tJ5i1UJbPWjeaYFvzh60wziqnNLTFcsNPUbTmojSUIY8yMaYXJFNyfWjJ9adhXGE8U3IqXY1J5Y9aVrAcH8TjnSLL/AK7N/wCg1b1+9MWhWkRbGYEyf+AiqvxOQjTLAAdbhv8A0Gq+rxS6pq1jpUILEpGpA9MCsqkrIuG52fwh8PG9um1m5TMcQKxV7JO6op5xWd4f0qHQ9DtrCEACNRn60+9lGCScV5NWd3c6KcLs8/8AiZrRs9FdIUZpWrwxNcujJhoS/tivoXW9Jj1SF33Atjjf0riF8KPDMd0ULGnTqxSszv8AYS6GF4d1aBp4wIysnpivU9zR6artnkYIrmLLw7El4hESAhuqCu0ktg0Cx8le9ZVGnsdMI8q1PM9RuLC1upZniGQer0+x8XadNPs2QhTgEYrrNS8G2VyHfyPNLdQaxIfh5YSyHbZvEc1pGUeUzne+hYj0yH7V9tsCFikjKlR05rwXWojBq91Ge0jfzr6gg0iLTtOEC5IA6mvnDxZBnxDeMg4DGurCyODGR6mCj7DuB5q7NyVPqM1nVdBLW8bHtkV23PPHIATycVIEJyfT3qIVMrYI4BqRmlbXBe3kDSNJcJKLhY5EDJJwdxYnnOK04NjQ+fptxHbXLkqsEmEZcnJCyfoOhxxXOKm7LEcVMjfKQTgVDuWjp7GW+t9Pm/tC+khtrUkyWokO9ywI2kYIXce+elcxKnmKzhQqnJAToPYVpX1xc6sV8kvJuC77cHJDAYyB3B6+1VI4fJiYTqV6hs5Gz3IqimZhFWbYYEh9RipbmO0MMbWqOF3EbnkyW/DtUUPAkHoaozYll/rIf96vS9C1RNH8G398cGX7SUiU/wATkDFebWY/exf71emeGtLstU8PhbqEMUuXdHHDKcDkGhbh0ONuTPNOyzOWnlO+Z/c80tjC88jKhxEmXeQ9F9/rWtrGkQ6deTpDPJMB99nAyG7jjrTLizay0HTIh+7+3l7hj3ZQdqitL3ILhtDDAnmXLtI9sZYpdu07e4PqPY1zl/FLHKiTYJx8uAOR+Fek+LLBLaLTHRI4Yxpu1y7hSWI6AHkn2Fee64NrWRHeIUrDIIYGhumicqTszxVy0tvPu1TJAByxHYU2U/8AEyYekQrb0228iAuwxJJyfYdhQgLqFVACLtUcAZzS7hkUlJ1NMLFe/I+wc8nIrQdjH8LLpPLABlOGB6nI61i3Ms08WNvHmlcDpxnv64FXprUHwPdzPOSgGVjjx1z1Yn69BSb0EcPa/wDHnL/12Wqt5/x+PViA4t5F/wCmi1Xvv+PtqyNOhd0cEib/AHhXUWVnHFah5UBmlGeR91e351zvh2MzzPDj5N4Zz/siuvPzNmtVqQ2RlyKT5j1p4R3OERm+gzUbbEciWaFT/dLZP5DJouSmLkU8H2puUx8qzN77Qg/8e5/SkLvt+UQqc9gZD/QUuZIpJsbJ+8ki6nY+4hOvQ1jeIUVNMif5PMZxnIO7vnk4NbDGdlIMsuz0LhF/JeayvEEXl6QWCIBvXlExn8TzScy/Zs9uopqssih0YFGGQwOQRTt9UK4yin0U7hYjPSmGpME0wqcGkySI15t8UyDNpa+iyH/0GvS2XFeZfFM7bvTP+uclNg9jz/8AiX617L4IGPC1r/vP/wChV42rcj/fAr2jwWv/ABS1t/vPSQ0b/egAntRCGl3kxldrlRk5zjvVtYuKLDKm1qChNXRCPSl8mgkoeXSiIHtV7yqBCKdwKQhzTvsx9avCJR2pcKKLgVFtie1O+yCrG5fWoZpZoyWQLIn93ow+nY0AcB8UbcG00hF73Dn/AMdrrPhx4Rc3z6/fpywCxKR6DrUp0VPFGo2ImVvJt5GZw6YI4969EQrbxLCigRoML9K4cVVS0N6UG9R9wSEPPJ5rn9XuDHCSGOauXt8sQOWANcJ4p19Ibct5oAztFeZ8b0PRowUdWal9qIgsolU8sozWTd6qkNuZGyWIwBVT7T51pEW+YhQazruVZZsPIqx46E4xQonoR8jr9FvrNbOFmmUyuMlSeRW408QAJYDPvXlMMUPnDybkFwcj5q2Fsrm+4e5K+nz1SVhOJ20epRJcGFiPbnrWsrqVHTFcX/ZQhtdwmBlTkNvzmr+naoZrcox5Tg1LdjOcLlvWJxDZSyb8bVJya+eddifFxfsOJGIB9a9e8W6myaPcoOEZcFvSvKPEmqWc+nwaXZMJDwS3viuzCxe5xYxK1jiME5OOM1ctg0sG1QS4bAA6nNV5InhkaJxyh5q1Yp5sc43KvG4A969E8k0ItPW3eSS4mgdY1HCMG3MRwMeg7mpNW0mTT2tLcxMJzbLNMpH3SxJAx1GBRpE01xqdlawNFDIZUVP3eVDdA5H8RGc81oanZJJKlytwTJMjyRvM5d5gGI3O+eHOMgVLZSVzOt7gxQ5SKLzCAAzjJQD0B4yfU1pSGzjl+0QyNJdsocDcvJI5JBGB9OtY8AyrH0pHQMW4pGkVodto2r2sFszzppEl5sJmkSAAiLGNpIIBJPXHQVz+pXFvcXObCOOCKLnyvmaMt6qrZ2j2zWMdoB3Lk/wndjFSAkxqMtkAsvPHofxoB6EiJcXk8kpRchcuwUKB7mkeB7aaeFypdSOQcg5GRj86TzUW3WFEC+Ygd5C+S3qOnH0pn2g3E0jsWJwBl+pA4GfwqkZsS1H7yP8A3677w5rZstImtIIXNyHZ/Ncjy0z0+p9q4K1OZI/9+u00aMDSd2B/rS54znH/ANYU1uHQfq8oktyFOcA5b1Pr71t67e3VlaeH4baYQBdOQjywAy/8CxkZ64Fc1qVwkpBcnLpuzgge2BWzqUqLHpaXqSNKtkrRxxlIown+03LE1aJbNPxhE5vdNndXIbTim9jyW2knrya4PWDuXTj/ANMv613XiSGPbZOiCNp9LEzOAXYeg3HkKBXC67C8E1nCzAlEAyO/Sm2InVd+sgEfeQfzrpKwiAPE0QHQQit4Uo6jCjFB4GTgD3qI3MQOAxY+iIW/lVNoRWHltZwHYGdnbDbThM7snPQn+VSXOW8LXyKJGCojMUQlF4xgkcD8+aRUQLEhWYiNSq+dIBjnPA5x+AqK/eb+y7tCxEZjJ2DeQT6kscZ47CobQrM423I+zyf74qK+Obs49BUltzBJ/wBdBUd+u28YewrI26Gx4VcJLd5QNkL1faP5E10u+Vs7PLXnrFFn9WzXNeFMebdZLD7v3AD6+tdUCMYEWfeR8/oKbbKjBWuQsnmACdpJPaSQkfkOKfHbvtxGuAOwTaKdul6JiMHsgxUiwSSfeLn6mi5SihUt0HLsv55NKfL5ADN+lTR2hyP5VqweHr2ePeLSURj+NxtH61LKVkYeSPuIo98ZNZHiYSSaFKXYnDr/ADrs5rXSbAn7dqtpE46r5gJH4da5XxbrPh6fRZbLT7qaa5crgpEdoweck4oQnI9Su7pLKOOV2VYjIqMTxjPAx+NT4Fcvr2pRXfhoxSk/aQYWceWcA71zzjFb/wDa+nnOJ9oH9+Nk/mK3uc/Ky1tpSMAkkADqTWJHqOof2mkLPam2eTYuFbfj164rkfFut6pBrl7YrMkls9v5G0x4wrYJ79aVyknsekMyR7RI6qWO1d5xk+gpdntXlTeKdXluI7p/srFZ0uEjKthWVdoAGelKvi7VIzG7YkkjjnUOEK7WkOc8n+HsKVy+Q9PlRBPArYyWOM9/lNeYfFpRHqOle8Un/oYqxF4v1O4uSRFGsmYmyZCcCMHPH+0Dya5jxrq8urXdnLNGIyqyMoDlsBmzgZ7ChMmUGcyo+5/vivdPBUTHwtan1Ln/AMeNeFZxj/fFekaR4um0bTILWKNyIYZQVIG1pGYFT64A4NDdhwhc9Pt4vlk/66H+lWVj4rz9fiGgF2FhmHmGR4WdASnyjYDjr83Wph8R4S8a7GVA0e5jETkbTv6Hj5uBRcbgzvdg9KMVxkHxGsGk3XHEbeUNgQ5TIPmEnuFNdbBfWtwsLRTo/nx+bGO7J649OaaZLiTYo2Gn71rO1LW7HSWhW7lKmc7Y8KWyePSmS0XWU0wx5pfNzSGYCnYQwwnNPgsmnlCKCc1VuLudbu3SFBIkm4OO/AGMV1ukWL2sbvMcyM2R/sjHSsa1XkiOEbsntbGOxiCoOccmobqYICasXE+xSO9c1rGppZ2c9xK4CRqTg968j+JLU74LlVzl/FviG3sjI09wFC/wdzXi/iHxbJq1zsjBW2Rsgd6p+J9cm1rV55i5KlsKKpnRb6OxN0YiIT3rvo4eMFqY1cQ20kewaJci502CUEHKAGqPibRZ7kCWFiB1wK5rwLrIjJsp3wAflr1a3iFzCjKARjGDXFXvTkerhanPGzOa8PeHdKv44llndbkAbgeOfaukm8F2ix5S+mAHfdVKfTZY7gSonTHSrSpcsChRsEY6movfU6uRtnOX1hqthqSJpl20sQ6gmui0y3ult5Li9G05AIFaOn6aVO9wc+9P1CREiZAeByTWbbbsJxSucJ481GO30GdQxBk+QA145Cz/AGhAv3twxXe+LTdeJNXWysUaVY+SR0zXIzWzaLcSRXEbi5XjBXAFevhopRPBxdRymGqoJr2WUDgYDY9aqWLkSsoOCQc0jzuYj833myajtH23Ck9+K6WcaL1jPLb30M0LENu28DccHg4Hrg10F7FNb2dvclJIne8Zoww2skeAqDjkdOlZUspht7dbd1gzHl3QkNIdxzk+3TFdJHYPqfhq0ha5HmRjfHtcsD6kj1xWE58u500Yc10tzJ1SO1t9Tmt7TG2ABHYHhmHU1mk9a2tV0WPSbSGYXBkklwGGOC2CSR7ViScCnGSktDSpFxdmRu2asxWsjQQPEpkE0jI4AHy7QDwexxzVMmpreaOKPa6Pw25SjnBOMYI9Pcc0zFkMsZKk+YhUHcqg5OD6e1JbnJk+lNZ1jkkEBYoyFTvHai2/1cp9lq0ZFm3/ANYn+/Xa6Sf+JDKe4EmD6GuKtsGRPrXX6QySaM8LrIwZ2BCDnmkHoT3tvCzR7k8wBSpwCMnHCg+p61qNpl/fTae8CfaQ1iYjOGO3tsBB+6APTrVKbN3Jl4hn/prJuOMdOP8AGrb3F/cRCJ7x/LUALGG2gAdBharmQlBl7XIjFKiy3WY7W0W1i3ld0vOCVXIwMetcl4m8l7u2uIpPMaWViwQfKg4woPfgcmttLWOI5baD6nA/+vWP4kChdP2nIMp5GcdqXMWoCMxPihMdfL/pWyRI3WUgnsg2/wA8mssj/isVUKCBH36dK3tsh6HH+4MUmy0isLUnkx7v9pxuP5mhkHUyDjjGc/yqz9mJX5sn6mrttolzdDMUL7PXbgUhpIz7KGSecW9pDPPK2SEiTBPrnvUGuWV1Y2l9Dc2qwusJLEvvbnoM54+ldGukQ6WfOudWtrQ4IJkkC8HqOozWFruo+H/7Pkt7bVBfzvxhIcRDJGeeKW2pWh55b8WrH/puopNS/wCP4/QVo6qkVrcSQxxhYllVkTywh2+pwO+O9VjdQSSM4t4TIf4ihc/4Uk7kNGx4EspdQvb2KCGaYqqHbEpY9T1xXePoosV3X81lYY6/a7lVP/fOSa8xTUL9IzFC88cb8FEfylb6hev40Ja3rHcIQued+3+pobBM9Cm1Tw7ajD6u1yw/htLViPwZtorOn8aaVbZW30aaY9nvbraP++UArjXtsDFxepk9vMz+i0tvpqXEuy3tbq7k9LeEn+dG49Tem+ImqqT9hNnp4/6dbYFv++myaxb/AMQ6tqjZvb68uf8ArtKcflW3ZeCvEN2AYNAkjHrdSbB+RIretfhfrkozcXljZg9REpdh+QoSHZnncdvcy8quPdFJ/Wq1xZvDG0srY29i4z+Qr14/DK0gkj+3ald3QKOzAAIAVAI65rH8U+GNI0zwrez2tr+8RU+d5GcqSwz/ABcf980WIszpIySAWxmrqXEjDBY5rLE0kjBRCxJGfkI/rViEzNgNDdR5OMmJWA/EGrdy+ZFwl+GB5U5B9K4XxUHk8RzFiSfLTJ9eK7ow3OPlkgY+4Irm9W8Nahf6lJexvAAyqNgc9h9KSuVFq5zO1QRtPToajddwOT1rWfw9qMH3ogfdHqudLvwSPssh+gzRc1Tj3IrN/LkmJc8QPj6nA/rXOeJ0MdxbL/0xP869q0fwjYTaXaXFxHOLiSIGRQQuD3GAK87+LOl22na5p0NrGyB7VmbLEkncam+pNRxtocEfvY/2h/IV3Om6VLeqGVNwwV2hGJyV4PA9a4bP7wehYf0r3zwI4HhG2xn5nequZwdjzm50u7jnaL7M6lAAwI5yBycdqobD6V3+quP7T1BR13MT+VcIrAr1FFzRNMj2Vdh1S/t4ViW5fakTQqD2RjkgfiKrn60hICnkYppilBM7u012/sp7OHUb2fZJsOY41ZWUjgYAyDVrxdC99d6GUw0ZuOT9SprAvSuoavbRRNgxrCoGcHdszgVYn1DU76xsbhCkcdriVZ0j+Vjnbkj0zxRz2I9i5HoBByTTdhPesKe91VbiwuXsXjjiDCdDMo80svYDPTGeaqeOPEUmi2cH2fcJHcEt0GKrmMJrl3PSdH05I40uXALdVz2rVeYAE1ieEtXXW/C9ncgYOzaw960Z3Cg5ry8RJuTOuhFNFe5mySa8b+K+vtb2509Hwzfer0jWtUSygklY4RVOa+Z/FOqtq2tTXOTjcQBRhKd3dmuImoxsiposFrPq0MN9KY4GPzOO1ekz6Xp9xp3kW3iFdiDiOQdeK8lzil8xx0dvzr0rXPOTNCETWmqBEcF1fG5D1r2bwzrLLGiTk9MfjXkfhqye81JDjODyTXp8dqI4uOCPSuDGtbHqYFS3PR4TBNgjbzVxYk64HFeaQ6lfWnyhzirQ129K4LsAa4E7I9Ru52d/qUFnEQDlsZ4rg9b1qeW1e3gIDu4Ad+AM1KFubvLfNkjrVXXdKC6aSeX4OQe9OM1cxqN8rNLwr4cuvDkru8cF2s6Bm8thnGa4n4rK8t9FcS2rwO2cA1hx+Mte0W7ZYrosFG1RJyAKoeJPF2p+KDCdQdWaIYGBivaoqyueFWd2YDE9KdEcSqfemUo61ozE2JLbAwbqPGchTn/Ct3w/qj6bNBG5Xy2JkRyM5HQrntWDEXk2u8kgiXGduCR9PSnzTFmUbBHGvCIO3vnufes5wUlZm1Obg+ZHX+JpI30u22ZIWUqCR0GDj9K5GXgCpjfTywJCz7ow+4A+tRMGlKqqlmJwABkk1NOPKrM2q1PaPmK79aYc7VA9SavjSNQZlDWkygtgkr0Hcmq88a28m3G7aMA54Y+orRanOxI1jNq8zI0uwHcqjAUk4BY9cfSorb/UT/QVHJIxBVThOhwMZ+vrUtqP3FwB6CqIJbT76fWu20EAaSPlY5kbpgVx1lazsysImChsFjwB9Sa7XRNQ0Gx0hU1DUD5/mOfKtojKcZ4yRxUsuHma76dcjS1v1ks40blYjJvlYZxnHb8aqIksxCq0jE9k/wDrVDJ4x0OGMrDpV9c/9fNysKH/AICuTWfJ8RNQgj2WEFjZJjGYojI5+rMagu6OlttJupZAsFpPI3okRJ/lWN4w0y6tF08TxNERM2RIQpUcdcnisJ/E/ifVwUOoarPGT9yORkT8kxWVcwSwyx/aRFFJKcAyEM3XuSSR+NAX0OnuNT0qz8Y/aGvEltRFgyW6mTnHTtWhL400eMfuNOvbluzXEyQL+Q3GuKi097jVGsQ7zbRndaxmXd9AMce9dJY+AtVmwU0HUZP9q4KwincVmSP8Qb+H/jwttPtP9pIDM/8A305NZl54q13Vm/f6lezg8bRLtH5LXW2vwu1iXBlXTLME85JlYVsw/C23QZvdVuZfVIQIl/qaY+WR5OYLr77KkZ7tJjP5saCH8lwb8ZIztiJJOOewA/WvVoPCWgWchIsI5GBPNw5c1oeI7K1svCN01vawxE2rAmOMKensKAseFoVYzvGZWBYHM33mPcmmvd3SuqDavHYVYtwT5g7ZHFRXKfvx9KCHqdN4D8O3finUrq3GqvaJBEJHYDcWBfGByMV6ja/CzQIcNdyXt/J6zTYH5CuR+DC/8T3VP+vVf/Q69kxihmkEY1n4T8P2IBt9ItFI/iMe8/m2a10jSIbYlWNPQDA/SnUVJrohNppKc1DVoBQ1Dqg55jk6f7tcL42X/ik9SDjkLHhSefvjsRmu6vsefCpzzHL069B0ri/HIA8IagiQuuUQkvIf7w7BQKSM5WPETLMDglvoc09b2VeP6mvX21jR7hftt1viklYx7QoJOB97HYfWuO8VQWEt9HdadIZFdcSKY9pUjv8AiKtamJyn9oSjrn/vs/40hv5ezsv0kP8AjXSaQB9ilAUZEg7D0rYuIsaXZzCNAzmXcfLXnBGO1NRuS20cD9vuV58+TH/XVv8AGnDU5u0rA+0z/wCNel6Va2UfiS7ieCD50RUV4xgnaDwPWugk0vT+v2G2x/1xX/CpcCrnjK65qKjEV/dLjpsuXH9ar3Wo3t8Qbq6nnYDAMshcgegJ6V69f6MrhBY2emAl/wB401sDge2B1rz/AMaWZs9Wghxb/wCpDH7PCIhyT2FTYfMc3JIzbN2AFAUYAFW7XXNVtYxFb6pdwxg8JHMVA/Cqndc/3q73w7YCbV7WGGCz/fsUP2i3V1Ixk5H4dRg0BfQ5H/hINVLOx1K7JY/MTMSTTBq18OPtk/8A30P8K9P1LStMi1O6RNPtRGrkACIcYFZWn3WimEpqNlp0RUfLO9qCp/3sdDVcgczRxR8Qaqw51K5/MH+lQnVL/wD5+n565C/4V6QbvwSAoFrZzP0O21PJ9hWdf3GiyKyWOgWkfbzZov5KP6miwc7OLXWtSjmWZb2QSqdwcYyDjGenpVqwv9VupltYruTDx+SRgfc3btvTpnn611emyeH5NsF/pFoJOgljj+Vj7jPBq5rH9kaBCs1lpsEdyxwpMeMUcqB1WludxoFhrKaet7ftNPGuPvha6bxV4f0vW/C7/aY085It6MOowK5PwW2q3lj/AGvrOqG10xOVToGrpNT8RWGqyPZabceeZLdgFjQjtSsYyfNqct8NfGulx2Z0WdzBLA+1P7rV3OqX8cEbSvIiptzvPAH0NfPieA/Et7LcXdlY3CurH5j8tVdfk8XxQQabqrT7B8sa54auepQUnc0p1nA7H4g+JUm07ybR2maX7zIc15CtrPcylYUaWTqQgyRXu/ws8KrZie01iyWS5uE3YcbsLW1p/wAMLfTvEE8qWqrbTk4cHota0qfKVUq8+584po9+8UkqWsjIhwxA6U7RdMfVNSW2XPcmvdbC00PT9d1Pw3YBpvOQt5rtkbvQV5b4Siaw8frayjb++KEGrm7RIpv3jstJ8MJYxLtTD454reFkxUBQAQK6Z7IKqjAqhPAyyYxXh15tydz6CirK6MY6dk8ipF01cfcrdt7clckdasLaZOMVy8zN0zPtLPy4x8vam6rYi4sWQKM1trauAADSmzY/eGamN73RErNanh/iXwdJKDcW68gcqK8+FtMZvJEZMgONoHOa+nr+0tre3nnlAjjSNmJPTpXlHw40Y6n4vuNSdC0Nu+/2JJ4FfQYWTlHU8TEqMZHmskTxuVdWVh1BGKjNe0+KvCuk67d3ettfJp9oLjyTGFBcPWKPhQ2p6RJfaHfNdGP7ySRhMn2NdJynI6Eol3hYjJMinGME/XB9K1mTT9OjHmvIxbOMqrluO3oOazToOsaFdo93ptzEAeTggGq18Lgzb5mZgfunsB6CpaKRPePZySefbSAbvvRGPZt9xyQR9KktVRGk+0xA/IDt37XUZ+8PQ/WqMd1LCoCO2QeMnIH4UnmPIwLMWIzyevPNIpHUiQNETpsbyxoAuXHKlsjDEnLE+nTPSsvUrFjdpbrG/wC5hBKBAu3J5yO2SeKhiv3jtEtvKhZFk80lwfvEAAkg9h+VLrdzcSzt51x5shWPLBMbht6ZHUDtnmmgZkzBAuQoU5Ixzn8c1EjvGTtdlz6HFKxz1qe2VWtLklQSMYOKpEDElOcE5yc5Kbj+tbem6JdapHvtrbUrlM4LQwBUB9NxOKytP4u4T3317P4LGfAMYycf2i2B/wACFSzRHH2PgDU7hkH2K3iLHH+k3eT+IStS18DujHfqMMIU4xbWgz/30xrudP5vYflAHmf41C3yyTL2DkcmgqyIbP4c6OQv22a+vcxK+JJyqgn2XHFcz4q0LTNK8ceE7axsYIYWnBdQud/zj72a9VtxgR+9uleeeODn4j+FB/00X/0ZUF2VibSECfGzWscfun6ccYSvSMZFedaWR/wu7W17+U/8kr0Qfdp2KTE21HKtSgccVVvbmG1iLzypEB3kIX+dIdzm2DSSSANn5jwOe/pTPFcL/wDCI3XynC2r7s8Y4qpc+JtMTcDqySnJykTPIfyUkVV1/wAQQXvhaeC2gvJWFs5djAUVRjGSWI4qjJnj9p1k/Cm3f+uH0FPtPvt/wGm3vE4/3aDOx6J8GSP7f1P3tV/9Dr2bBJ4BNfP3w+kv4b7Um0+aSO4MCIqxlVL7pAANzA7R3yBXV6w9+ukwTT6uy3TW9xLMlxeOVDRvtCIFIyT2zQ2bUot7HqM0scHM0iRj/aYL/OsyfxPoVtnzdXswR1AlDn8lzXEabpOl33ilWtZbW509L+GEwGMS+YrQlixc5ON1aFnZJbXF3fI7jzrK+ITIEcWyQKuxQBii5pytbm5J4y0kKWiW9uUGMmK0fHPuwAqrc+NhDCJ10q4jt2kMQnuZ44lLjqOC3IrHvtLgsvC+s26B8TLYB/McuSzY3HJPetmGwtormztYbeFbeLUbspEiDaMRenSgDJ1fxPqqw2lybezgW4ikeHAkuGZMDJKjaAK5TxRPqMmh3aXF08mIIZmS2tkSIb24DsMmuxCkWml4yCNDuQMe4rnPFKD/AIRrU3Oc/YLAjORjJ9800YzetjG06wiOczvPHIglDuCrZyRgj14qO/t0ilCoMDHrWxbkRrb/APXoo/JzVK8spbsLNE3QkEYzUxdipR0Mm2hiXzEmDtG5B2o+0g/kavSC0ktIIR9pUR7sEMpzuOaVdOul/gB/A0sKXtpMssUSEr03rkfkRWqmY8jK9w7PcTTIWw0isueuAAK6HSvERUCG/JZeglxyPr6isuS6vWGH060bnJ+QKfzFQO7tuzpyxk9CknT86OYORneKVYKysrK3KshyCPY15v8AEcY1+Ef9O61sWGqzafG0S2LyRsckO2QPoK5fxhfvf6wkrQtCRCq7Sc9zSbQuVo5w/wAH1rtrK6lt1V7dmWZFYxuOzEcVxDj7n1ru7VrBdPBluJFuN/3fKyuPXNERvYvQajJLhpy8krpmQ453456VjModSOOauLNbxyBortQQchsFSK6G01PSr5fK1f7JIcfLcDhz9cD9a002Js2cWkPlyJjoGH866GyuJCNR3Sn5YG2ZIwDuHrV+fR9BnybTVY4j2EjBhVKaxe2jfYNPnjKbXkjfkjrzzntRdE8pRutT/s9tPuQqyXKo5OQO5OM49qwr7UrnU7tZrtvM2nIXtTdQnFzeEooWNRtUCq2QKhs4qlW7sdlHq2s+K57DSbdfLtYFA8lDgGvWtf8ACt1/wiMT6aqWd9bKGJT7xA6jIrwjw5cRwa7aGadooBIPMZDg4r0bxd8Ykt4vsWgpuRBtEp5DCkawmjt/C3iiLVtAME0DPNAuyXnliO9YGq65pVwY0isP9Jif5PtAwODziuS+H+taVHDdNqF3ML65JbZGeOT0re+Jd/p+ieGrb7IjrfTphSTyFPXNBrdWK/inWHsta0rXbK7e1Fx+6kZDkEjggD0rrL/xzDHpkLyK00LoUmcJyPcV5Lbzpr/hDTbNb2P7VBMWKygAevWvXbTTjqmhWlpdwQrZFQjqg53DvmmhHN3Ol6Va6Fa6jp7+RcRyCWQu/wA23PevN/F0C6b8QrbUUI8udlmynoe9es6rp2g6Os8NvAdQuWfdNb+Z8wUVxnxHsYta8KWmu2EBiitz5QHVgo6ZolsODtK56TG3nwRSxD5XQMKa8G4jI5rlvhf4si1zTF0h2/06BePRlFd6Yvpx1rwsRSlzs93DYiMlYpJGFVRip4o1znFWBCMU9IgK5owaZ0OaGqg9KkEWalSE9e1TCBmBxzxxXVGnrojnnVSOG+KFzFpngW6JbEkpCKKwfh5pS2Hg+FmYxy30hkYFCTsB4rO+KOrN4k8Tad4Z05hIUcCTHOWrv5NItjZWWnwPI0kaBGw23Cr1P49K9ahC0Tya8uaRkp4D0u/1f7ah8yI/dtSTsLDqTmukkgFkFiZYYbWyh3tHHwrN2FZXhzU7axjc3arAbe4ZA/YZ6cmqsHi6DxJr/wDYWngtE8ha5fZwAK6DE5658U+ILbTJtRvkt5PtchS0tZlycdsD0psvgHz/AA6+r63dw20zpv8AIAwEroLvQDrHxGie5kQafpkYKoPu5HPeuB+JPi861dvpELYhifkikxOXLqcBf2S21wwicSRZ+VhVLJFXoiPmgZvlYfL7GqA4k5/hzWZrCamrlpJQs0kLHCscBv7p9/UGlMYbKsrfMzLuH3V9OepptvHG0LmXcxXkBMZx68015VYnYoRcdOP8KCrlJmZm+cnI45q7ZgfYbs/Sq0mCauWaj+zLsj1FGwiOzGLqL617N4FBPgUYUtt1FsivGbT/AI+o/rXpPhaG5uNCgRL64itTfMkkCSFQxYfeGMdPc0MaR31qohu4GKIqiTq7txz6k4rOuNc0+C6nU39quHbhGUn9ATXNw6bE32Z5czN5cjP5vzh2y4Gck4xtU4FXLbTorO+gETPsgmIA34zmRclsYB4bHTig0Ovj8X6SGiCPcTyCGNSsVs5O459QK868X+I4bzx3oF5BazBbWRcpKVUsRJ04JrodIs7ZdZukMKEQ2VoyBxna5kQswz3JrlvF0S/8JjoChVGI14Ax/wAt2qbDvoaEOqahB8WNbuLe2iN4Q0YgBMgJIXhfu5NdU+oeIZbhBLfiK3aESM9vbopVjGX24bJPAxmuTsv+Sxalx1uDiuxnISNSR/yyx/5LuacmVFGPq1trH9hzT3GqT/aUjmkkAuHZNqorAALt5w9SHw9ZPLdv5SbZECw5jDGL54huDNklvn78Vd1CUS6Rqajki3uB/wCS8ZqeCeM6fHLvUZiVjk/7dvUofKc9Lp8QON858hVC4YqGIu2XLAYDHAxTdQsobfTdYeKIK0+mO7t3dvNYEmtWWP5bgk8hfUf8/wA1V9YUnQdR/wBnS7jOT6TkVdzF7nj9meSPcUt6f9IH+7TLY8n6inahxdD/AHKQHV/DeQJrF03U4hAH/bQVZ1FSLy7xDAQwuw0hQEgBzlieenQVleBp4otTnSWVYRIsYMhONoDgsc+wrc1ebSo4ZobGVGxDdoOSRueUeWAf9wZNRJXOzD1VTTOr8Ju4ng3qN41a2RgEIwRBznNWkmQaU2+RB/xLL48uByZuK4yx1m1t7ySfc8ipffao1CnMihAoX0BJPU1vGaG3s4bNLTMiW72lxcSIiIu8h2kBJy22hKyIlPmlc2NYkRtL1Mo6sPtNgmUORwFrShO7UbY/3r6+/RK5XX9Uub7TLya2sfs1q0kFwwPLblZVQfKMAEDJB5rZUa8LsyxafkpK7QobeQhXkOJGbpxjpVITGB0/s7Tm9PD9w1YniyEjw3rIyuEsrANgdM8gVpPY6paT2ibCqvFLbxpKqYSALkoQzYGTzk5wKw/Fsc9v4T1ATavEWbY0kf2iNnlIZQq4UE4ReBTTsZNHPjUruAW/7iOQGEpyDwAc+tdlo0CHT1bBy3zHn1FcKINb/dq1jIAilc7OoP412elajbW9lGk8yxyAAbX68AZ/Wh2Y1fqa32dOgFc+dTRruWBYySm8nnHC5JP5CtgavZkj9+v61w8Op2zapfZZlDRXADPgDJU4xz37U7EubRrR6/a3GfLikYqNxAx0rfjtEaNWMY5GelcBoTQC4mzL/wAsSPnwvp7mvR454TGoWWM4A6OKLWGp6FdrKH/nkv5V5p41jWPxBsVQo8lOBXqpdD0dTXlvjr/kaJB6Qx/yNFiW7nL94x6t/WvSdMWzOmQmaRFdvU4rzUf6yL/ertdOkBltE7lsfpSBOx1EOlW1yu+F1kQ8ZQ5FKfDkR6gGtHSY0h06JAAMEnj61pgjFPUq5yl3odtbRGacxRqO5Fcje31q2+K0jAGcGStXx7qTm6WzibAQZYA+tcpCnlxihHBia/2UPJPfqKjblqczUyqPOEdhjOSDVd+T65qSQ5ao36UjaI/TtSl0vUY7uIKzowOD7VqeLPGV74svUuLpFjCKFCj2rnJe9Qil1OqOx0nhGS1bWBBfKWinBXcnVCehr6A0BNR0rw1Npqt9pKfNG7nmvAvCEc8OpRXSlNgcZUjJNfTVo9nqUEF15TxygAMp4zxVFHnE+hzajG/iC01sw3Tny7tJOBjoa0rY6HaxQaNoZF+Lk/6arZb5ep21aazj16bUPD1pMNiMrt8nOc881qzy6H4Q1i0to40jmjtTnCfeNBVrHnt34RudCkfxF4NmfEchU2vVlFamkfF7TpmWDWIHtrkcOccE10OiQQ6fZ3JeOaM3u6USDJCDrisXxT4b8N67pEt7bWjrc+SZVcDAYqOc1E6UZ7lRqOOx3Gn6tpWrRB9PvI5wf4A/P5VpCMiMuMADuelfKWg3VzYaxaCC5aM+aARnjGa7n4i+P9VuNYn0iylNtBbMVJBxvrklh9bI6I412sevar4r0HQ4i17foG7xp8xP0rynxb8ZJrmOSy0SEwRPwZT94iszSfhhquq/ZJtSvkgju+UDv8zcZ4rtdI8HeC9KV2Ki/ubaNpZlc9AvFb06MYmM6jlqc38L9GkspL3xTqcbx4Q/ZnlBwXPU10+na3eX0uqXj6Y5ubRFjjUEjeCetbGnWuoeIvDSpDOkWmT7ygxjaAeBVv8As9m1NJbeby7+3t1OxPuS445roTMr6lXTtAh1XTb9L2eOWW7XcLUfdiYdwfWq1sbTw5ox03TYUXXrgEuyAZjz6+lXda8SW3hnWbELGgdoTJJGi8s57VmeIfK13UdN1XTs2d3Mds6HgsPeqGVTfXWieCLy5vp4J7t928u2GOeBivEHmeaV2bkk5Jr1D4n6jHa6Rb6crQSyM/zOnUexrytemQetJnPVkxGJDbh1XkU2aI5km6KcAfU9v0p55B+lTxSILYFndSMoypyXHpzwPrUsvDS1sVVWSMYXYpHPEef1qORGU5YEE89KmjMMchBUMhGCOv0xUczo5yqKo7BM0HYyu55q3Y/8gq9+oqietXrI/wDEuu/qKliEtuLiP616R4Su4oPD8YeVFI1NPlJwcHFeb23+tT610mmxTSWLIhUIZM5I5BBHQ9qGy4anbWzHyE+6SscpIzzgNPWuLVzeFsqFFx1PTG+Lqe3WuJtmmhmeCW9MdtO4ac26gluvTp69M1oS3GlymUytqtzvIMgd1QOR0z8xqObUrlaOjsnRPEGrF2CollZsSTgAFlPNch4nmil8a6CwnTY0S/OHBA/et1qyl3p6XUkraU0qvGq7JrndyCechemD0rF1S8SXxXo0sNha2wQ5EY3MrHOfmyc0+odNTYs5YV+J017NNMbXd5klwsZ3Y29cKOM1tXOrWg09yLa6ubjCgI+cECFoyc545OenSuUttTuf+ExvLlPIWVoh8scI2DgDhTkV0Dahrt5G0Qmu2VxtZY49oI/4CBUyNIIzPt9zKPJNpPIHiKtycsTEqEYHb5c1CZL9tOS3MKBVwGYn7y5U4x/wHrWh9g1JBgw3Cj1fK/qajOmOPvm3j/37hB/WpTsXY1bW+1Ce3nme+061E+U2O6gxqH8zA3En7xznFVtUMc9ldJNrsEsaW0gjSJySxJ3kHamDlueTVFbOFSS19ZKP9iQt/wCgg0XUFt9gvDFfCYpbsSIraQjp3JAAqk7kSgjz636N+FP1DP2gf7oqO1xluak1E/vk/wB0VZiy54dhSa9mVy2BHnjHr710AtIhxscjryw/oKzPBEJuNanQW6zkwEhHkKdCO4FdXa3EdxdmBLGxhkGcedI7AkdslgKiUrM0htqZkSm2ukuIIoRJGcjzAZB+IJwfxrXHiXWgAI79Icf88baOP+S1XW/dr0W0iabBH5mxp0twwHvkk5FQ3mpXlpcGKC6glUAHdFDHjOORnHapcrmqiTzapqt9CYbnUbueM8lHkyp79OlAN/PwWvZPbe5qW+v5lKCx1e4mRly3VdvoDwB+VQy3SyafEPtF416Pv73O0/jmpuOwDS5jybKQE93U8/nWd4isXg0G8Z4kjwo/iXPUds5qzaSWqxXC31o9y7D9224HH1z278VhauDHptxtjUZTBOPeqjuTKyRqWRn+3Wim5nYSXIUh5CeME4rQmnSC1e63L5QkKgk8lyeg9SByaZaRH+17AEcCRm/JDVCW2hnjsxcwvNEkJKokhUBmYkn61ZmzWtdXt3iX99tI6iTiubtV82Wd3jJjKSspLEjODgj8aufYtOAIGn3H4XBpPsdkB8lpdqPaarTsQ1coadEjzj7TGSmCSHHt9K17VdClCjYiEngPlc1AtnaLGcQ3q5PUMuaZ9isFGPK1Egf7lDlcaidK5tmU7oIGBH/PMV514iRItYdE6KiAd+1dC9vaiPYsmohDyQNtcxrCImpOsRkKhVwZBhunei4SjYzuskf+/XWWdsZJ7ZsuAX6pxj8a5QcSRf79d3ZC0FrHvu3ilAyR5LMAfwpXJNKG3nWFCmqXkYOcDzOnNPVdTX7mt3P0KA1mTQxTQeSdYQjjrbODVH7BGD8uqxnsCY3FO6GkyjrwkOqYndpZMjc7jGaouSCR6GtTUrLHlzLcQzKow2zOf1rHZ8sSpyKNzy68HGWo7JpjsKXNQyMM0zCKGs1QSOaVnGarysc0johEazUdRTKkjjZmAANI3sdl4BCJrFq09uzx7+p6V6xNf6kZ459MbdYF/KkOMlTnrXn+nacQtja2Em6fHmMQfuj3r0zwpqfh+yMemWl293dXD/NGBkBuuaq4GjBq0Wl6wllp+mvJOV3XFwF5Jqr4utkh1LTdZlsftMUjBJbeQ/dJroNXlOg2U1yhDXlwDHGR2NZXhzw3NMN+q3r3MoJfy5DxnrVFtF3XfENroZhsFCwedCSJHG5VBHSsbR5hL4OvN8gkPkSgFDxjnpWprFr/AGhAsOrrbQwHIRj94KKq2lppkOkT29ir/Z4YZPnHKtxTM5bHzS7+XdBgDlJM5/GrZN54i14MAXmupew6nNVrof6VIeMbjXf/AAa0xbvxNNdS/wCrtYSyn0JqbdjNHoOv+I7bw3Z2Fvd2ovCkSGMomDEQADzWG3jPwxa68L+0GYby3KTwY5310vzXvjF7AWa3OmQRhZ2lHCE85zTbbw14T0qzvNb0+xTUQjF9g52+2KDRMu6T4s0PTPDjQWLrshBIV+Mbj0q3ok9oAurXt9DHJcK2EDDhK4KO1tPiDHcKli2miJWaHyxgSHHQ1HJ8NNq6bYPfzRXbIfMUk4oGbk+k7PF1vfTXsFzpkgJt5HfPlt6U3xpc3EckWq2yItzZ7VlROd4J61Fe+EtKttJ/sKLVbm5uUbKqgztPvTtNh1XS/D+qJrsRZt6pG+MkgdKsGee/E67sL290+axTyy8e6VMYIeuJU56CtHxNqMl/r9zI7CQIdqnGMCsyI/LzUdTCoh5qex2GWTchYgbwnYkevtURXp71q6f4Y1W6tjfx2ztbIeeOopMKLtIWJLWb7OGiDL5km+SRPlMYXIBPcgjtisyWGGeNTbiOLAO5ZJArMc9RnjFWbtPs0L2/muw8w4UnG0euPcmsyQ80jvK8yeVIy7lbHdDkfnVuxP8AxL7v6iqbVcsf+PG7+opAOtP9fH9a7nw3HFLo07tDcSmFmdxGyqAvrzya4S3Yean1rt9FsrSbRy89xNHKzP5UccW7djrk54FKSuaU3YvytarZxXYtGNvI+xSbkZB9wF4od7aHUltmjszGRk3Hmu6jjp1FZ6WYLHHTPB71dj08Y71FjW4+O4g/0lS1orx58lhAXWT8STiub1W4ll1/SpH2K4zjZGFA59AK6f7Ao45rndUtgvibSIgPvPj9apRZLasSx3jx+MpJvNm8wwrvIkKFhgZXI6Z6VqR3DecrzNPLF5hZozMxyv8AdyTWZbxwv43uIsKwSLGfRgBXSrAoJ4GKdrgnYzY5Io70zG2WWElv3Ehzwff1HrSWXmwTyGC1SYOhXYYy2M/TvWybNhCJTGRGeAxGAfp60CG7t4TNDJcW0TkBpFJVT+NTyD5zFs76704TRxbcSAKwkjz0yO/1qKRpYdNvQjFUkt2V+ByMdK29S0aazuwz/N5zNgeZvYYbHJ756g9xzTL/AEe5h0u7Z41IEMmdjq2CFJ5weKFEfMeY2n8ZpbzmVP8Adplpzu/Cn3Y/eJ/uVoYXNHw3GJdRlHpF/Wun+xE+mPpXM+GVn/tCc28YkYQFmHfAI5A7/StuZrpZHLs0bEBiucYHT7o5H0rOSNIuyLK26E485M5xgEdfSrC2GSMFifpVH7LFPpru9+jahPIGS1SM7iPVnwFH0BotZtlmPmWNFIUrIxYMxByeOcYH0BqbF87NX7CFIUuMn+HIzUbpHHN5TBshdzHHCj3qutpGtm06RCMOQEJfLAjnKjqB71dntEQmCKW2l/dhzKhbG7+L5nOSaCri2l5p0IkE9k9yc/K3mMqgd+g5rL8RwONNuAEESrGH2nJJBIwc5xit4/2XEsTrLMHVgxWOXzCuOeCRjOfeqPibU0m0LUYorURCc+Y2FVRnjnA5/AcULcUti1boF1e1x2WU/wDjlOt4yLS32q+BCvITNAO3Uo254hmPH+7U8KIbK1L+QM26cOG3dPbirJ6jJNqws2AHA7jkUH5WChXYtwMAc1buYl/s5sKv3ByB9KRUQGDPXLH9KtITdigl0kkssSxkvAQJAVHBIyO/pT7a5iughVVw2cEpg8VBagf2lq59bhf/AEAU3SEDJDjoFNDViou5pNBHj7q15p4oGPEVzgcDaP0r1F04/CvLvFHHiC8Ho4H6CpRNXYxsfvYh6kfzr0q2NvFp9o0rKpmG1M9Wb0HrXmyf8fVuPcfzr0GUAx+FueTNIRQyIuxoKsEkjooG9fvDHSpl0+KTnYtQwgNqd5juw/lWvBF8ooOhPQojTIRxsXB68VyfiXQWs5Bc2qZjbl0Feh+U1UrmMfbYUYAhkfIP4UIyq04zVmePNcgfKM5BqBpSa7vVPBcN7ieycRyMGJTscGuSm8O6rDIyfZmJHpVHA6HKzNMlMdzmtqDwprFwwxasoPc10Om/DO5uNpuZxHRYpUn2OBzk4rphoslhpC3MqM4mUMpHau1h+H+kpdbE3yhFyze/pW9r1ppUfhIwxRsskTKjl6Q+WxW8E6C8NjJAsu3UbuEMZn52RnqKyYNBfQvHdrb+Hb7zbvbmVhzsyOa6vw3ptsdQa/utRVUW3ChUfouKzNN+zaJ4l1m/05Dc/aFKWrBc/MevNMk6bw9Z6nf/AG2e5uvtOGKxLL/e9RXRJFPp+jIiys1zdTDzGPVfb6Vn+EfMK6e7MI5IyRNGTjk1reI9Ts7O8ilu50itoCcBTzI3arNLXPPfH1nq3iTxTFpmkpIVijG7rjNbXhUarF4QuLCWyCJHbyK0u/k8V1UtyNJ0W4v4tv2+4j3oxHbrXKadeyaX4RvNQedmi+zu7o/95vSkRNaHz5cZEkgIwQ56/WvWfhBbSLpGo3SAHfKiDJxnFeU3TedLI4H3iTj0r2r4ZXSWngOJreJJZWuyrBzjBxTMLFee51HVvEes+H7C8Sw3nccty7dAM1d0rwnrPhvwjeTQ3TnUDKUEAOVYY54rEtdZ8M2GoTXV9bzSau8xG4Hgc9fwr1SXW7TQ7fTRqM6Rrc/MshHAOKLGiPOdP8ReJPCcdm2tWCR6ZI2HZEw1aF54uu9d1htJ0+yLQXYDQ3BXDRjpwaqeNprzWPFNhYnUFudKd1b5Og5rsY7rToNYu/sCwyNZW4CJGPu4GaQylpltJaagPD+mktcgb7y9ccgegrP8VzLpmg6msuqNKjnG08lSPQ11RUrocFxEAHuCGmlQ4Oe5rzvWDdSxa7p9xbIbZMiGVxyWqtgZ4k8hkldt2SzVZQcAVTEZS4ZGGCrEEVfQ8AVPUwq6Gv4d01NV120tJMhXbBKV71JdWPhfR4bG5yVz5KIBy/vXlvwosJLnX3uYWVvIGTEerV7Df6bbarqD3UqhXgXamf4D61ViqSPB/HOnix1aaTGELrtyMFgRmuOc5r1T4rwRS6lZTQv54VVRnA684ry+8CrezhRtXe20bMcZ9Kz2OyJUIqzanFldD6VXfrVi2/487n8KQwt8blPuK9M0DU9M0/QLN2tnnuts2c8RgE9yeuMV5nb9RXfWOltc+BXvRICIFZyjjod+Mim9SoG5DqFq88Ur6bGY3YzbY5MAoy5wQRwBjtV+XUrCzs4JzpDEXajb8w+UHo2OeD7GuQ0pbnVvEduCVEkm75RwoAQ8D2wK7PykbSdLt5V3KLKEMvp8xpFXudIdK0FTCjwsDcOUjJdsluuK4n4gafHD438KQ2KJbb22Ahc4JcDNdPHclYdPdkeQrfO2EBJPHYVznjy9iuPHHhJ4hIpW4AZZIyhH7xexpNlpdSybVNO+OkFvb26GEWixFMDGPLOWOa6W8ks7DVp9mlW7SdSXc9/QYIFYtyd/x5QA9Lb/ANp1r6+mNWY5J3RjtmhMGix/adu1oHW1a2ZnW1JABOCjFQGHO3Iwa4bUNd1R45JcwwLsy3koMnH+0csa35+NIYBnBN7CMjg87hWe+kxXmnakWLKYLd3XHqPWmSjjv7ZKyefun87O7eh+bPrnNWNT1/WIi1sb2ZoZbQu298nDL059jWNNFhfwrY8UWgtryyjQk79Njbn3WgGzgLRsSEA8Yqxc/wCsX/cqrbD95Vq8/wBYn+5QZs7P4Twxz+NCkqBh9lkNes6r4R0/ULOK2tlXTwkolzbxgbvUGvJ/hGT/AMJwPe0lr3cUmawOJvfh5bSi4e2kVZWcbFfO112gEOR3LBm3CvOb/S5bK6aC5cwNESis+WRsHBCsOOPwzXuWpXUlnps88XMoXEf++Thf1NcXqFokd1HpowY0GXz3Ud/xJpWKZyMFrZJGW+2eYnlMRKQNu/IwAnX86fLdQ3fyW1ohjQl9xjyFyOfw7jNa0GhWsWslHTKEC4tz9CN6H1x1HtWvqthDaavcw28Sxxm4VwiDA+ZKLDizjJd1vGrRhAGcFgRjgjPSsrV52Ojz7nWR2jOeuVrtvF0OdH0+YKMowVm45JXiuE1gbdNn/wBw0uUmTOuUf6cM9rWc/wDjgrTt5ALO3G5xi3j6ThMfL1x/WsxHU3btnpZ3H8hQ1zNDFBEse79xEw/dbv4R3p3NmtTVu8mzkHB4GSTkmsufUoIbmNGD7l3dvapPMuplyUf5m4/dDj9eBWdc2P2m7LKZsqzDjbjn61SnYzlC+xFZahF9r1J2DYafjj/ZAq/4fZZbdGUNgL1I9azl0hopH2ibcxy3zpySK0NPtbjTbdlRJjEqj5OGY+wxUymmEItGsJI3LBWB2nacHoa8r8UHPiS+x/z0/oK74NcwTupZY2KK5UgYz0OPX3rzvXWL65esTkmU5IpQdya/Qzk/4+7f/eH869BRSYNImaPzBbFyAGAIJOOlefwjN7D/AL4ruIdLee3hZiwC5ZSHUEZqmTCNzW0qWO41K7I3cEcEYrpoYwFFcnY2MtlJJLE8heQ/MXdTmtRbvUFX7xx9FpXNknY3tg9azNUKW8kc5BIRWzsGTziqv2+//vn8EWq13Jc3kbQyzkAjBxtBHencTTHLqlpBFE0rmMYdcnAyc1BZ3Uc+sywqWJCL1TFU30hJAFaZygOQHkTr+VPt7I2d2blbjMhAyXlQ9KGxJM7FEwvFKAR3rBW71EqCkmQehBXn9KPM1T/n4YfTb/hQjQ1bl0iwnIDjLEfhWbrF/qfiaey0mGy22zyBS6D7xHc0kEkv2tftN15gUfMhZen0ArsfB8ImjvJYZEFoTm2Y/wAD96aZy1VZmFL4VnhuLt7CJlt1j+zypIeScckV1fgzRrbw3ovlT3EEkbOXhlfnYT2NZ95a6/JcWl55481JCHVD8siVheJ9K1C40m7tNHf5J280pv5JHUCmYlzQDBd+KNX0m9vjHdyOWgnBwD9KtaR4OubvxLs125aWOzkLJk8SD1ri/CWkzeKNYF/fOdOh0tAskhfacivTpNUs30gPdySeRPIYheA9qYFTxn4jkv7R9N0BEmkh/wCPgr0ROlY3jLbY/Da4RScPFGCRVPXvD8mjaPOPD2oQzQ3LDzXDDcQe1L4vUf8ACrLtC6b4PKG5Dk+4pkyPCjI2M7uD0Fe7eDNGSx+HtsLpHkkuZftCKhwwHSvC7CL7TqFrAOTJKq/rXu/izW5dB0BJ7aJGKlYYmA+7sA3UIixbtPAGk2dub3UCzOD5rDqyCotd0q01SOx1KK4e80u3YAIG4xis/wCH2qajqej6lf6nI32aVWG4noW4ArQQDwv4r07w8/8Ax4anZgkdvMA5NMB3hXww4nnnMsMun3YJWPOWh9Kp6tLaeAJIHi33MlxKTNcH7rKf4c1X0OY+HPEGtzIJrmNYmxbhvudR0rlRqt5rvhHUNPnuELwy7oYCMvuzSA9S1rxDp+l6H5FxcGCJlEyRjqAeeKq6cU1200+4VfNiu7hnIP8AdHQ1kWWnHxL4a0ldXh+zXVmpimdxgeXWtBqWm2YtLfRVeS0tSF80DqO9NjZ4X4k8seK9QWJQqrMQKqrz7VoeLLi1ufFt9NaDERkNZ4NJHPVep7H8HZrb7JcI0Rin7XFeheRKbyeLPnCXqUrhPgnJbSwXds8wJbrBXa+Hbxx4o1SD5SiP8kfda0WxtSWh5x8RY4Lc20KHyLdDhmry3V2e5vHulw1t8sSMmSAAMAEnvxnmvW/jDcCOeOEQqCULYcZB5ryG5urZrLyoEkWSRleRM/ICARx371k0dC2M2SrNt/x53H0FVWqza/8AHvdf7goBISHqn1FereHgjfDm+VywUxMGIGSBvrymHqn+8K9U8NkN8PNSH/TN/wD0MUFoj8JJY/8ACWaeEkuC25goeNQD8p77q6e4VRFZH5gFto+APQmuS8JqB4o00+suP0NdtKIRFao8LtiFRlJdvc9sGiw7i58qxsmB4+2nB6c8VgfEl2bxx4TbHAmAB9T5i1uXFslzp9laQtNHHPcso8xg204HIIArlfHc0p1LwiLkqZoLlopGTuVdBmoe5otjfnbHx6Hvb7f/ACGa2vFM8NpqEHnSrGGiJyXx0Ncj4m0+5n+Lhg0yU21zLGrK4kK4Ow5Oan/4RCazvUm1ecXMxG8iOUk8H+J2BP5CmkJliW7N5YxtDhbQ3MTea/BmIJGIx1IGeW/AVoWew2mqblYJ9lkyBwSO9Z13a3jafK1tPZ2kMbxkxxRNIzHd8u525Iz2q3pTTvaakt1EqzG2lBMZyp46juPoaTJRwTy6V5fzQ32MdpE/+JrS8ZGNtR0logwQ6bFtz1xg9a56cfuyfQV0Pipf9I0I/wDUNi/kaEDPMrcZmNWL3/WR/wC7Ve3/ANa1W9RGJI/daoyZ1vwpmjg8ao80gjT7JLlpCAB9Sa95L7oTJAFlyu5MMMN6c/1r5t8I2H9pa01ur7ZPs0rJkZBYAHBHoa9K8PeK00WC3tGgmNmsXKgAkSE5OCTwKzm7M3pptaG9qXiyweO1gm860m+2xrLDcIQyhTubpnIGKyr/AFWzTV727uLhIotqLH5h2sRjJwOvemSeKLfVPFFkb9WsLWNJQgjJaRnIAIdl+6MdhVOKa1k1bUVtG0RoWddmWceapXPDkEH3zTTKaJrPUbfUtftfIZvLgt3dsqVILEKAQenTpWvrlzENYkBbMheIiNBudvk9BXJfb7RLsORNbGG4a2mTcceW5yrZB/hY1oSjybSOK0j8m/nVIpIQRlsA7nY+55BPJouKxNqp3+GY9QuIN0MsqeXB5xBAwcE44B46Vxmty2zaPc7LAxkoQG+0E4/DHNdXdlv+EaGn3ySQiBg9s0g4wONmf4vauO1lv+JRMuAPkJNUS9jYTUrISyt9qgAa2liX5x95gMVbTUtL2xl7m2aRYUQsJu4XGODWVceD9K2s0Ec5Hl7hmUgE/UgUsfhPSRG5mt5CVXIAnI3e/Ss7qxrd3NSXVbDCt9rtwV6gPuyMe9QDUbCOV980M2RvzFGOTzwTnj6dqq3PgzSbeFHFvNLvQshSYjtVAeFrA+ZtRl2YDb5WGD6dM89qLA2zbS4gZQfOtwTzjANTW9xAZcNdQRxgZcAKN3oBWF/wiumnChXlP8flTk7eM8EgA1YTwho66eZ55LlCBkqjH0HQkYYHsRSsHMyxLeQSXyxI42R7grZyM46A5xj3rGvW04iZ47nTpZy28CRR8+RnByOT24YUyfQLOIjY8gBB3MZM7Cc7Rx1/HFcuWaNmRlw65VgexqoxMpyvuOidX1BHWNYwXyETOF9ua9Itvs32KDM8IO0Eg7a8zt0E15Gjk7GODiuw0/wbYXkYuGkuI7dVG9iRln/uiiQUnY6BVtIY973SMV5KIEz7Vbiv7aFSm+GQ8YZen41yd14e0KBS0P2uZM4EpbapPpkiiy8IxXsjhFdY0O152kwqn+ZqTfmZ6DbvZzBmaaFBxglwM/hWVc2NtDeSulzAY3AYDKkg9+TUSfDvQ2jDn7UQRnPnGqN94F0e2LMI7ggJu/1vJOapITbLEvkLgCePeenK8VE7Q/8AP0h45JKVgT+F7RNDlu0VxMksgOZMjapOBVnSfC2l3srCWKYgRRtxIRyc5qnElVG3ax1ttcadDCqm8ts4yf3q9fzqx/aOlf8AP9a/9/FrKXwB4fPP2aY/9tjTx8P/AA8P+XV/+/zUJFXYks9g2sDZeQNHMg3YmB5HH8q7Sy0e20/SLh0uNto0e4IG7nvXDS+CtDt7hGitpBgbv9a3XNbUN/davYyaBZR4dCr7z0EY681SMK13Y3NIvooRZm0unubbdtkR2yVJFa/iCxt4vsl9DKbYwvuJHp3rnZ9MOmmO302ASI8e7zY+f3grRl1Aa3pFrDKjrfx/upoMdv7xp2MCld+Hzq/iiWNSY9Oe1a4YR8CRscVi6zqkcHw503R0GZri6Mez+JQprd8OX1zBFfxTXix21ixVt/XB/pWZZ+ENGg1Aa3e60ZLeNxNB3CsTnBFAGRqaeHhp8SaZcz2upwMpeOUna3rR46nuYvh84n2K09zsJi6EAZ5rsfEtrYXFrI8Npaz35US7z8p2nuPWvPviPcFfCNpCNwDT7ihI449qdyXucH4LtTd+L9LhzjM4r3u9sBJ9oivXFzbxxSzJGVxhmBx/OvAvCbSweIbWaCeOGRG3LI/QGvSk8Q3ljqdsb+7jninl2PJG+RjtQhGlPbzQ+H9N0WyzG7Ot5d7P4IwflBrb8SaXd3/jvw3rDbfsyER7X+mc0yxJtPFd3rFtc29zY3lusZjLYwBWp4i1mzk+eAm5uIYtlvFEOAx96AOfs4TZ6/rvi9jmKx3JJB2daz/DcsMN3rHiax0lGhkYtbvL03E/dAqSOe8g8HXFjqtvLBJcXQ+0uDnEZA61Q1vxM8c2n6V4ctWm0y1wFkAwGc92oA7i/wDEVrHcWOkazsEmpRnz9g4jyvHPas/w4U0vRfs6wJIPNePpn5exrmVe7n8TXOjakVnluYwWnAyQcZwD2xWv4WmltfDOvhSzGBT9n39cDvTbQHimsceIb8Dgec2APrTV6DNU57h576aZzl3ckmrKcgUjCstT2b4LzRrDclzb5Q8ZOGrrPscNn4wm1BLkQTz8opPyvXkvw51qHS9cRJrZJd5wWc4C17pcWWla5B50TpILf5i0Z+6frTWxdJqxw3xkhe7sbW78hgFj2s9eDCvevijcuPDiI0rEEcCvBD0pM6Y7DH+9Vi2P+j3A/wBmq7/eqSBC6ykMRtXPHepGPg4ZPqK9F8L6r9k8N3VrKsAjmjl2mUEgsCCFx0Oa82iMhKqJCoJ6+ldLpmh6nqFk7W2sBQjMFgIfLkDJ2gA0WGjrdC1NYNa06aaPTokEoJcxhdnuSOldXNeILW0mlfaGtlYkAkDJbvXmEHh3xGMMLoLgBiZAy4B6E5Wr0UHjBZFhi1GORoF8lVMg4GegBFDZVj0ZdQtIY9LLzouy8Z3yeQuBz9K5L4tzxf21ol3bkMjIZd6NlXIYYIrMhj8d2YEcMcEmW4A8t+QK5vWJNWktbVr+2jjhR5FikjAwWJywyCRUF9D0G81vf8YLO7VAo8lMrK4AXMZzkit19dGtXg+zbpMoUSRBsSQryQmTk4ryeW/1iTxDFdzWAa+2hVgMZIdQuOnfitceJdajhWL+wPKWM7gscbgBv72MEZoY4tHobTZ0y7BOSs0APznIJfoQQCPxpsGpW1nNeRzRTSl1kXbGASeee46d688l8a3qRGJ9Lmj+6AzuzFQpyANwwKrP4stZIgk2nT+Z5jSeZ5nzAtzkHseKnUdkbEn9nNGv+hEq6bgYppMY79VNaXiHUbVYNNuFRYwlim0yruYqFK/Icc8nrwa4i58UMy+VbI2GZWczcn5QAMY6Z71Nr2vJeWUcVuk5ONsiyRbcgjrx3xwParRDOdjj8qRMuh3qSNh5H19Ks6j/AMsD/sVSjcfaQwUKOcDOcVZupVljtwjBjs5A7U7GRveA7qGz8XWks8jRKVdN/wDdJGAT7Z617Tb6f4fe+j1Jxbi+ZRu3yYAfudp4z71438Prmys/GFs+pSQx2TwzRSmZwFKshGCa9PtfEtpe6dNaQa9ZSy28bQob2Tal3ARhdxPKyLSkrmsJWIdGshN4ra2CefClkWu2f+GQylkIPr948Vm6roNtDq1yltH9iDKk2wyOcklgxIDDnPINS2VpdTf6KviTSW8j7PDJOgAkeNFDAIwb3wa0NXdJNcM0VwJE2+WP3mR0LflketSkaXKCaRFc2jQ3DuZJUKMyLtBzwM5yT+JNU9Hs4jpKSzxq9wP9HmyANjK21gPc4znrWykjNG7bFbHPycFh/iKrzoq6lrEG0mKZ4boKRjh1w36rRYEx2s3VofDqWLzATQSqxwm/HXAwOehrjNZtITpN2xuljKxE7HgcH2HSr12mJXh8pAIZifuYbBH6jvWRqzqdPufkOTEapCkjXgvvLmuEIfdgquCMD/aH4U8aiYMwEKzyAfOARgkZrDXULiOZwUwBw7FBIDk9R2zjv6V0UdqVuzdfa4PMyxKRx5jXAIUdOTznpWY1cfDdGa6SFZVEpcOZHwQPw+vGKohTBcM0D2s0S/OryE4RmOMntnjoKt6eGOLieXTzsK7EtR85IPDZHIz0qjqNpdHU/NS0coclXcANt5K/KucHjrk+tBOpHaaxJbXE8UqmT7wTAA2Nn5sY7EDqOlWLqeO4tBbvstYQfMjw7Nkjqq5BwwPoBmoNI0vUdQvPOitw0UEeJHLYIBOWCk8Bj157VtapZCaWDZsja1ZogxfeWfsgUdeB60NpDimzBs7L+0p2mUeXHt3b88MMjJxnO3tgdK4nVGjfUrp13iQzPuU4I69Qa7+ztvs9o0Iu0WRJACXywzjO1T2cfQcV57ec3k/f9438zWkGZVVYZZf8hGIe9ely6nbwabBYQxqwaBRlwQoJ5Y8YJJPHXFeZWv8Ax+xf71ekabZ2rxmK6tryWQ26yKscwChMckkcD6ZzUzLpoyHaU+WrvujGSgQfKM+g6DPXFXNP1M2xwsIO+TBIOCfbrWhc+HjO/n2OpRNbXK70kkY5UY6YAJ6dCK344YrG1jgghjkuY4gnnlANxXnPPufxrGVRLY6Y0WTG51KJA90qx9B5ed3X6d+/WqQjk+y3Mssrs7KCXHAHJ7eozVi7uUuTunR3kSP7qRnJOOgHb3yawGZ2WRDHMYnKFokwnXtz+ecU4zHKmytNcQDwjcIZV5abA7n5j2rR8N7AZWJAPlxjn2FQ2+nwzzpE9qsdtB8y7Mcv688nr361Zu9TSzjR1hdi5JD7hjcRz061bmmZqk1qzo4LiJpCiuC4zwKqXmpPDOYQFAwCD1Jzx0+prlodePmI6JHFjp8vGceucitG4mtyBMtxDHhBITsyeM5x3IJ9qOZjsad1ciEkzyofkAODgbvTNZ1t4lttBkM1tslkmRkdB3TBNYSSXWqTSlZQAQMEEL8vb5f8KztQ0q402zkunnclR901SlqTNXixNR+I962pRXGnhraFOfK7ZqpfeP8AWbrUftSSpBKw5aMYrkzl/mJpdhxkj6Voec5GlP4k1WU3W68cm5X97g/epq+IdR+ziATt5YGNpPGKzdhJpwjFAc5pX3iTVdQkilmu33xRiJSpx8oqtcXl1eBUnuHlC8gOeKplcGnJ1z6UCbEDuh+ViMU8XEvaRhznGeM1Gw5NGM0NhctDVr1SmLiQKnYNW8/j7Vvs8cNuywhB1A5rmPKJpWhK0BdHcaJ4/ktNJ1m1vwZzewFVZ+SGxXSeBvEmlaT4d+yTXSSXcvzhHXhTXkO3uRSfdIIPPYincaZ7wkd1Hai5uJoDqd4DHH5fJUHuDWhqlumheG73e/lOYPKCZ65HJrwq38R6pabDDdMNhBXJyQak1HxRqurALfXTyCgZkMSZCe+auW56Cqbffq3b9KEZVNi5uZfukr9DW7pHjPVtHtUsoZ2+zeYGcDq31rBzQf507nPGVjqvFvjSXxLbYKhY0IUJXF9qkORHIvuKjpHo0tYoibrU1sP3Vz/u1C4qa1/1c/8AuUxjIvvIfda77wbdNDbuojs5i17GixzK4kywxuR1I6dxXAxdvqtdr4YtJL3S9RjTewVl3xxxiQ7CMFgD3HXjmoY46s71hpVxqebG58uVQYnsb5jDLwTgxs+QOv3Twahmt8T29siA3sY/0l3J3+Xjh9uehHBxnB6GuZ0y9uoY5bV9StyIXKBLjLocfxAMCQPoa1IrhJTbrcpYKgJCy28hVoyc4ZTnIGeDxxUN9jVI6ibUoft0UNzF9m+zyozRRgFQuCCcdcEN3BGOK4z4jafYWGnaXBpV2JbQ3UjFAFPlswBPzCuq0v7Lqup2VtcpBdxrCQXYHevGcAg5H0yRWV8VrS2sdD0K3tIlhgS6fao9wCaSuVJaGUtlDD8UtOtCguYVKptTnzFKE9yOa3jpQE72w0q4E8jOGy2SynJDICRhh7Gq3jif+yfiRo+oQqGkFvHIQ54JG4dq2p/GNle2hhbz43+V0kkXOxhyDgdfpTbFFGY1jqB04rdRXKyNtQqlsNhKngsM5DH1xT9W8MXmmxSSzsLlS8aRbCd0hZgojGehrWtfGRDZMyYIA2S5O099rddvoD0qHVfFD3slpBE0C3GTKk4fiEYK7+e/OFqTSx5Z4h0ifUPiDJpFkqyztIluFi+6GAG7B9AaueL/AATeeGtHhvs3efP2SF5EdMEfKQVr03TtR0rSiDZabbxybNpkEoZz6/Meee/rUmuarFreg32nGzVvtELIoaT5Q3YnHoeauLIcD54T7wHrVi6t0ighdM5frmq6KoljXJ8wMQ4PTjpir19/x62v/AqsyL/g7QYPEPia1025keOGdXJaPG4EKSOtemt8FtKZWCareCTHyl1QiuD+HEnlePdLYKW5cbU6n5DX0T5kaxmbcPLVd5PsOalsqCR4lYfDK11CKULq7Q3NuxiuIHgVtjg44IPKnHBouPhPqEW4QX/mAJlT9nK5Pp1NegWGlPcaDpep2wSPUwjXCmQfLIJHLmN/Y569jyKg1vWbrGn3VgbhcSNDcW6PhklxlUYevHFFy+U89T4aaq0KyxakCjIGXEb88ZFVLvwXrVley2seppJPHai4YI7jgk4XmvTdDTXbtTCb6S0VFDxjy1JUMTlSDyCp4rAe+udPt5/ELtHf/br0qomBVmhjG1WBB4BIpXDlscF/Y+tiMFNThk3KrKBO2SD0PI96gutG8QxQzeaZJEjTdKEfJVcdSPSvSfB1jaa3JdoLd4pYpPNgYSErHE5JwR0bDDAre8T6Na2HhrUZ1nvSY7eQ7gQSuRzk46E9RSTYcvU461W1nhWW4sZpJ4Rx5sxPmd9x5A3+maoaja6rNqM89lGzKWDeWMpjPfryePXjtSXUryXTqu+RxhcbONx4GQeKgnuFiglVpFZ1GNgPIwemPT6V58as7n1lTLcPbewGC2it5NypFcIQJGjJAbd22nJOOmeBVyy1C6umUeVHHGSVzsJ2IP4iwIOeO/asW7vwyqdiM4wxz09MYpYSXtJN3A3DawPzN1wAM8jNbqbtqcX9nUm7KR29lfKJLlmu5BEZg0Zc4UAjKlV6KeMbc5IrJ1PU52uIkuLqPyxGWVUSRcjkHOB8wPcr0HSsGW5ljikhPnfOob5Dtw/QnjqO2KqG6aVXXb8jNtYKRkjsFB+YDPJAPNJNvcUsBCn1L9heQR3DoPs+XBERiwduc/LknhfrzXF3DZuJmznLt/M1uERSSRPEzfKNrmRON2D8v6Vzuc59zXVTVjyMXGMWkh0BxdIfQ125ivrhUtGjnuowF8tfL3FcgEcdQD0yT0rg1OJAa7qGznsZEuiAs06I0IRiz8jAOD15H4UVGkZUIObdjtkjvoPIgvisX7pkOwbF3dQC+MBccDsTUGpyyrtIimSBCH8wSAyEjBxj9SM1yyahdxzyK04kkdQJC8gYs2TuOT0z6elVjKBC7lzJcuSWyoIAz/h3rkaR6kMPUdux0CeIpLKD7OluTEZM7HQ4fPVSTzznr60zztskjlEXYnGPvD+nArml1r7PAfJR42JxvQ9R6Ee9TyXYuZDMA0ZCqOUA5H0oadtDeNKnF6s2J9Ue3njZJXj3YOA4PPsPSp2SK4mzqG6IvhnMkXQAAc9+fXH1rlV1G5trovFOkku7PIDHjpUtzf6lqYiW6kOxWAXYF4z6AUcsjS1OTtY6CbTNCFrGpe7iuUGRPbfvUdfUg9D24NZ8ejyxwTTLfwGFWCjIIyM8Ar1xmqMcot2JWRufmy78/pTZ9SeIkBiwyGIzgenNUuboX9Vw9ryOuW907SRHHbWqSaoUCtliFGerMx6CuV8X+ImuLGKz3iSQ8yFBhc56Cqh1NYxuEcGTypRdxU+tc/qN1Je3xaRixBxk1rTi76nmZg6NKk1DdldI/lqbbkBaZwp29qlFdB8zKTGhQBUR6mpm+6aYB1pCT6kDc0IOKVutKvegvoMPSm4NWVXKtx9KhIpajTLkUYMQamzqOKmtTmDFNuhgCmYX96xRYUzaDUrCm0G6ZGVGKbtqZVyaeyYHSi5XMVjyatW56VVq1AaLinsXl5FBFNTpTj0pnG9yu5/1n4U2nNzKw9qZ3FCZ6dH4CN+9Otj8sv8Au01+9Otv+Wv+7VFIIfvJ9RXW+GtK0/Uo7yW+vFgMDJtUkjdnOeQCRXIx/wCsH1ro9G0+O/stUcXkcNzbqskcckgTzE/iHPWpY4WudPawwteRKJljDv5Jklk45+ZG5HHRh0FdPB4Vd41PmwZxgFF3rgn1HI/LFedWrqrSkO7QuEVt+f3b9QOfqwr0Hwr4jsLOzTT4TDHfl33rL8pb0IPQ8dqix0XSNLw9pdxZa4peFgmHG4IdhPTg1mfGHa2haWR1W6b89tdda394ZoldxskcqvyKAxwTwQcE8V5l8S9fXVLWzgt1zDZy7JZ+zyleQB6CiwmxPHut2+peLNOe2R22WioyyJty3JpdTu4tQurU2rkxpZoPNl+QsEXljn34GM5FUPGWlHS/FumRLNJIJrSOVWkj2EZJGMd8VFqVtLpN3AimCWEIssYuDjdE/IVkJ49cdRSaEnZls6g9mZiZVlKlS6udySZ7AHr9aveHrf7ZeSQXVuiC6O7e5K4OMKB/sg8Vg/6JJ9olTFqWAeK3G6QZ6FN3Y98nNbUOoxTXkd+/ntHJGI3t4Y87HPDLk+wzn1qbFc5bv9KFiWZrVZolyWMMhDJg4O5SDgZPXJFVo/skgG2C6X0wyN/hVifVkvIGMrNJ8pDLgBge5+U8nA5Bxmr9nDY3siGLU7ZS/KiUMhP0yMH8DQhuSPHDxqMntI386u3/APx52x9zVa4ATV7of3ZnH/jxqzfH/QbX6mtkYG98OSB8QNG95G/9ANe3+I5ilj9gR8S6oy2sag8gsfnYewTmvDfh823x9ofvcY/8cNer3GsaVbePdUuNXukjWztore2Q5LM7jc+xRyTjaKmRcDsHjEaxwxkRoPlXjIUAccfhXm/iubVYNUIaNI7xQrx3NvkLMqtlQwPXB/EGupi1zWb8hNP0OQALkXGov5AYZwCEALGiew8TTxs02t2lr8pO21sdxHtudqjcvmPN9V8TXl2IZoJJLae7ja3uXSTqoPK4Hceta9vq1oumDT4baVLYqFMZCkY9TzzXNXFpcwTWbzX0kwe6EjKYwAjtxu47nFazT6g0k8RNtNsfB82MZIxkH7vek7mkbdS7ea7LZmO6sJpopEjNu2Y8Yjb/AAPNU7XWL86Zd2Ut8otY4JZDHJht7FDgDPvzSxxPOHiuNMhjt2G157eEOyA9woYGq19bE2d1pkC7rqDzFed43hfYq7vmVjyxXsBUq5UuW1jn7y6kjui6PtDH7ybjg/UnJ96qSvKVBJYxp8q8YGM9OOnXvVu+a51K4kDozMRwXyGOBntxk4qkJxFBtaRI0xvcAZLZxxjv0/rWcIo9mvUalrsMZySV80ttGBjjjt9BmrD3EcKoy3CBlAGEDZP0HtWW0u7dwAewB96ckEksMkxBYQoCxPbL4FbezRwPFyjsT/aQZBkGXjgN03H156ZpwU5d9vmhAQrk4CnuTj0qtc7M7k2gN0VHLY9snmq6nBCmUquCe+PyHrVciIeLlL4jSBOFBZRHsLYBJDHpz6GsAelbLh441cjb8gJBPOOQM5x+GKxhVLQ5cVK7QmP3ldbazbrhM+W2wZYOTnZjpnt+FcmPvVuWwM0n+thCAZdiwG0ds596mcborBz5GzbYC9kaWCMiVeQUG1CAOgA6VSiPz4aQMFUMI3PVj254/E0Wqwxq8xuLebcp+X5vpkjGcVJLbgHejLlAA2cfL7g+nbmsVE9lNyjdDDbSG4BnURoDlvLIyfz749ahNlcNJI6Oq25yUMz/ADMueOB3/SrCeWpCylmCncEcKFyeDn1pZ7qYZEsYyGC/JJgf98qORVWOOpJXGWs/2e3feY2mY5Ow42j3I/lSPepJGoMiqMAgIMk/4VUukaYp5KsoILMhH6nr+tVpSYCikqJGyCXOevcAdveqUbhHFuKsSSypLhEVA3ucs39BTG3hY3mXaB9wY6j86gnnj8zyoc+QvG/HLn1PtUcETTKQz4QHqatRsYTxLkyQy/vWO1I1UZHfms9MtLuJ+taEslrHbzrDE7liFWRj0GPQd8/pVCPqc01ueZip3lYep3NUuMVDFgGrFM8+b1I26GlA+VqGpQMR0Aio3U1IOBio2605TxSuaPYljPNQuMMaeKa/XNMS3Llow8ulu2G0VDbmn3f3QKDK3vlQmmt0p3amt0oN0Oi7VblVTEMVTjPIFWi2V/CgmW5QIwaliao5BhqEPNM0aui/E1Tk8VXhFWP7tNHJLcrn/XH6GozUjr+/Tng0x1xmpW53UHeIx+aWHgv7pTC2adCfmb6VSNGIn3h9a6zwteacsWo2mpW+6KdVZJw4EkDLnDpnqRnp3FcnH0rt/AWiHXDqsKEedHbB4iZNm188NwOcUSBMpiCTygxQEPIqFycQysD8pB7cHoe1bkTNYahFclF+3WF0yTWgOxxG390k84J4xVP7FBd6GDaQQmYlQ+CCd+eh56HKgehp8OqTafcabc39pbTPBC8MiXH3poQceW4I4dR91u4qSm9CzrEz3d8+oWVysZe9KCJJNjxueEfHbI7joaxvF7tFa2Vq8MMbJEmGi2/OAGGTjqc8ZPNW9RhjnMqwtCZcb48HckiEA4yQCGHTNYOuOrWdvtOWzk5VQwOMYbHOfrQCZ0vjF4r7WPDxj1SCaN7OJDOHaQRENht245yOpFSzwS6vrNn9pM2obbWXcIkWJnEJZQNzdSQOTXK6m8f2qwAG6QQgvMHJEhPPcDBH3T2rQt54bi4t4YYBbSLGIjIbg/vZWbIcseFp2Cw65niEz3NvGIYWYGWIAgWrZwB649629Kkkmi2RyNHI9xnbCpkabcONqdOMVhXO+ZnldXkuSMO0jbySPc9aveGXu7LxJHDpsitcneLcySGIOCOCCTwexFZtFXNtbW6ms0SaBpR5YJLgFgDxkHr1GODVaeyks7RHlR4QLmLz7d1+7k8OB0w3Q44q3pviN7CP5Le1upUwJJyTuYdOvOMdMcYrotRlGs+C9FnYeRJNexAMMEplyOKtIdzxTUfL/t++8nb5X2iTZs6Y3HGKlvf+PG1+pqK/jaLW71JFAkW4kVlByAQxzinXrZsrcehamRc0/B1vLeeL9HgguntJXn2rcRgFo+DyM8Zr6C0bwtpOhZltbbddNy93cHzJnPcljXz/AOCHlTxtozQRrJILldqFtoPBr6OvNRtLCJnuZhGiY3YBYqD3IHQe9QzSmS3KbgHVtsqcqx5/A+xrGl1xZZ/sUVu8dydySGXhIyB69wc8dq5PxX8RrE77HSMyzIeLsuyRqemV28vXI2MmnXms3c/iPUxcowGxy7LFKR6gdhnoaSLbOh8S3OkWWizWVpfQT6n5kbrHbHzS5VgQSADjjjFS39/ZzzxXUo1JiUBlH9neT+769TnJB6cYplzrVpoBYaVPDGJEBEFtGoVeODvHTI7ck1l3uralqdxJe38iTOLfKeXOqgAnAKhSSxH90nNS9Aiyf+1tCnjYNdvDkZCTRPuP5DAqhrGtWFzFJKLixl8y3+zzKUw5xyj8n7wPHGOKieTUktXN7ZPLEmMmZN6pnpz2/MVTuLy1mgmQxvCzoVGQJUGRjPOGH5mhamjF1jUIDIi2kSwRMS7qW6vgjBxz049DXPTW6rnBYAkBv3ZGzPPOf5dxU1xcuZR505kIkMpD5dNxx69fQ5oJJwjvCFfO5Q2SCegJ6EfyqYR5TuxGIVTUznQxyKxClSA+AeoPY46H2qyrOwERVwhCs5Q8lOw9KiZl/d7VUxKcNk8gnuef/rVXVtm6I4z03EYP/wBatrHmOWpNdn96iAFcAHaWz1qIERyLuGcHpjNWJV7ZGGwx6ZX0AOaYXWGNWRfnJxnNMlS6khneO2lZXZZJMq/y84+prJXpVyWQYkUKwI657cVSFBM5N7ij71XNmST8vHqcVSTk1ospMZwIQMZyTz0p2NKfct23mbXihkPlkbnwQoAHq3p7VD9p2yZSV+AQOc/5FVEnZo1hZwsYJOKnZQjFQ6qpUMSTkge+PzxSsdkcRZaFr7fBuy9qsknAGDjAA6getOM3EjmCeSQtg5k9u+B/WnNHa2VlG7/amkkAbY7KmR6gDJAqrewQx2sLQ3CyFgTIseSoP1IHPtSURzndXZJe37mBLUW4hA++Tks/tkngfSqDMhLkq+N3H0/xpi5YgCnoC+0c7CcDtzTscUpNhsBi3jZjgdeRn/8AVTWAjiJwMZAyasPFGtxthlSQonDBCFLY5x7+9NkTyYg7sRNIRhQARj6560ElWeT90oB78ilhj3xM3XFR3ByxqexZVUhjgUROKq76kB4NSRkk4J7daSYgysRU2nW5vL2KAKW3uFIHXmmZ2uPtLK5vplhtoHlkPYCllgkgMiSo0bocEOMV9L+EfDlt4f0KDzrOA3aj5G43AH1ryH4tWdhaa5HJaSmSSRP3x6YagfLY85Yc0wGnsD9TTQcGkCH0hopaBDkbbSzSbqZUbmmgSu7hRRViKyuJYxIkMjKcnIXIwKCisvXNXYQHXp0IzVMgqcFec9K7bwNLomZrfUbA3NzNgQ84CmkDVzkdUEIlUQrgbapCvQvifolrp99DLZQeWpjUSYOVBrz1RzTLWxcgari9qqwRkcmrQ6UdDkqbkEvD/jUZ5zT5unvmmHrioW514Z6Mr06M4LfSh+opF6n6VobMVTW/oEt7btcXFlYG5KIGeVFffAP7wZCCvoc5Fc+tbGia5c6Hd/abTaJf7xB6YII69DnkUnYYQNDHkzB2GVIERHzgnJBPbj2PNX76ayiuC+kPJ5JkEsZuVHnxHpt39GHOayIbryJopEbLrg5xjB9PwqTzYY7c4cyTOSrK8Y2qOCGVs5z+HSgW7LL3MEcERhimW5jY7pBIWEqnsQfukeo4NN1i9gvdOty243ayEOxUAFMDHI6nPX0qBWWSzkHAIdTux+FVbwjyAgIIDcECixSRoTF3u9HaKVS+1QHjBBVg3Qg9wfTg1YiWPF4bkTje7Kk6LlfMHZuxB71nyXfnXVjM642ABgnGQABx6cCvRvD2mWF3pNsb+aaPUJw1wpmceWyNk/dcbS2B2OTQDOVmmtvsNpLCLqT+G4jlIKrIP7rDt7GoX2XMIZGIlQgxqRzn0B9O/wBa072zhfVzb6MIr5trFgEKecAN3CscFh2x1p9tZXt9cWkaJpyw3MYeK4dgIgMZILMAAR3GM1NhplhNSOowpfTrbySRf6yS4t1x6MrkAbjgcDOc11Mtzbw/D7TbpIlaBryMpAGaNEG88qFORXDJeXKCQtKxtyD80ahQj5xuPGCp6bu1bl1fA/D5EuYj5y3ytHOY8mRcnK7+xHp3FMDgNXx/wkWogdPtMuOMfxH1qK5P+iQ+xpt60zavctceb5xlYv5n3s55z70tyf8AQ4v96gkv+FpVh8U6VMZHjRLlCXjGWXnqPevVJtQfxHGYHnubDw+kjRtjP2jUZR95V9Bn7xJwK8g0ONZ9csYJZjAkk6oZQcFATjNdoni+zsw1w+kJe3wQxpPM+UUDhcRkbQoAzgdTUtFwZkazNbJJJEtvHHHubyPs0odU5+6W74H51jRRNdS7Ytm9gT87BRwOeTxTjdvLqQuJVCyGQMRGAmOe3YVLfXkupXst1csDI56iNVzjgZCgDNNLQTZftNJuWt45XmURRkMuzJIzz8px171Zt9RkS4l1G4UXLxt6rlnPc8ckDvishLuS4iSG4lmkgjRljjdyQpwccHtntU8t1H5MSsHDxjC7MFSp5C/gamSGnY6CfxVqmp2N3pLvbQWuDcOo+ZpSuOA1ZnkYhV0nDSAEkeWUXkdy3XH0xWdaO66hEJo2EaIQQI/uqQRnH41cWRpIrd2kkjLxDBTDKSvynhujcdjUpGnMZweI3Qk8pmjxtAchD/wLHX8aklKbSwUMEQkkoMZP0z0qtHIisxVfMwCPMfOSemcfpT2ZpxIgA5GBnkjH8I9q0SE5XKcbukgKsM5wCgyR7j0oO0ZJx0JwD159TzTQAFkIXiNMsCf4jxTA2VxkZ4wSaqxmWSF2oT5fPAVFJNOwWuQikLJjAJHQ/wCNVxKFUD+LnoccVJEJZpkaEBUUjZsPQ/40FDWG63cIGCoMtvkHOapCrU0shDRM54diyDGAfXiqgoIkCfeq3cTOxjD7cKAdoXAqqnMmKncF5GZjnt+FFwTHs/lxldi72O4jHSmIeMbRkHOfWggjFSIMjA4FA7jWMs8+9t8kkhz6k1O1lcIMFHx1OOgFRiNlZGR2VuxHWpFeaJTCl0RHMcEO/wAp9zQXdkKIJJBEFO/J6nGPrTogpXakg83ICgjg596tTQWsbGWG8do1BDvtxubuAPSoo1hMzqhXyygA3kZzSCwTbI7hIYfmWNdmQMbj3/nUSgeZhhnbnA9Kc7WqxKIVZip6yN1PfgUksboGctnPf1pXFN2iVHCk4B71q28dl/ZEm4/6Qj5HvWUMFhgYoyQTzQmcDYMck1d0eC5udTggtGxcu4CHOOapYqSGaS2nSaFzG6nIYHkUwTPoa5bVfC/hO0W5tXbUppBGGEhbr0zXkHxAtrqz8TSHUZFkunXe6pwFzXdab8VLAaLFYag9xM6x585+Sr15Tqt7NqV7Nc3ErSu7k7nOTjtTHcz2kzwBim0mOc0tADh0pwqMGnUhNCnpUbGnk1HupoaQ6NN0iqe56V9O+CNBt7PwbFBPamMtE3zzKO4HpzXzLBzOg3Bfm617/oeo61oeki/mgNxELVCjb8g8kUkM8j8e2EGn+KZ4reVJIzg/Im0CofCWoaZY6wr6rC0lswwQhwas/ECO6TxZdPdxeVJNiTYDnAPIrl84H1FAXPTPildWH2KxGnnMNwN4UvkpXlycmp7i5mnVFklZggwoJ6Cq4NA1saEFT/w1Vt2zVrt/WqT0OWadyOcZUVC/QH2qeVT5fUVWY5jXHaotrc3w+jsNc5qTyXjjlDjlcVAeRU4kLCX3C1R1kNbGgWdpeagGv5ljsrdfNnyWBZR/CCAcE9BWQQN1PVtpDD746H0osBNcPbPOzW0ckUJ+6kjh2H44GajHJ4GSTxTdoxgVNLM89y87lfMc5OwYGfYDpSA0ZLOXT4bu1uC0V2ColtzGMqvDAls8HPas265hPHcU6Euu/ALbutNnWQwklDgYyccCncaI2b/Ugdq6GK6nsLOziD27ROPtG0SearMCRiSM8Bh0xgcVhRWtzKqTRwNJGp5OOM+lXJGDXEkos0gDdI0J2r9MkmkI1NO1R4NWiuRGgCzCXy4z5YyMkYY524JqVdeuY47222x/ZL1jI9uRlUc9WXupzzxWbCbcBxK6xjPBIJ/lUrLp0oO+7nc5wFjj4x9TQBdF1CtoFO9p/MwSVyAmBjb6HPXg5FKXe4t4bDzHijjlyluQFGW6HJ7fXoKZa/ZPJkZTcSGEZaIlRuX16c4pj6jao3y6fHH7HpUlGHqzzPr980+zzTO+/YQVznnBHao5z/okf+9Tb1/M1O4bAGXPA6U2Zv3Cj3q0JhCSsyMMZDAjIzXTztasFWG0v7xUICSSnygVI6bVBP3j69K5aFsMp9xW6YNTvAwWO4ClQcyPgZGM9TUsENntZ22hbeCPC5KofmY985JLGq81s8J2sswCRqzlwMAt0x7e9XoNJn25D2zFs/LhmwR9O9VLq2khKGdlEkEYGyVuCOwUde/TgU0+gWKyOUIYEgj0q2so863hiLmTOQyAKDn9ePeqe+MR5ZgT6IKiWTbJuQspHQg8iiwjoJJJlbMQtw8aAPK5Hy98Y/WsyN/KB3THAY4wygH3wahRUKieVtxJPyuM7v196RdzRhVby0ByQKVh3KueeOtXdPUs0hB5XBH4Gni60YH/AI87n/v8Ket/pcedltcDPX96KoGZlyhjmcAkq2WpVg+V2DAoBkYPNX3utKbk2twT/wBdhUfn6V2tbj/v8KBGftc9jU6KIYY2d2HmEkgDJUA8H65q2bvTu1rcf9/v/rULfWSZ2W84B7eaP8KEh8xVlWZLbhsqy7nzxjn/AOtVQVo3V9BNbuixSAnu8uR+VZ7x7P4w30B/rTJbEQ4YH0NXPPiZj8hCfQVXgWLzAZdxXuExmrok05f+XS4b/tsBSsPchTZ8xHrkA0hlb0H5Vehu9HVcSabIxz3utv8ASrAvdF/6A6n/AH740XKszKSY+YpPr19KsTQp8ozkb+g547nNaY1XRduP+EesuPW8c1Zi17R0XA8OaZj3upKLlxdkcxIu1eA3lk8e9RsgEuOcV2I8Q6QV2jwvomz0M0xobX9MIwvhnQAfUmZqm4M5DysYqVm/dH8hXVDxBaAcaFoA/wC2MhrJ1vVlvokRLHTrYA/8usRXP50mzOppFmCBQDUgGIs+tRjvQjjHUHoKQigmqEALepp38OKbTu1AMjxSGntUTmmUtRdwp3aowak7UhsYTSUUlMYteveCPGtraeG0tNbv1kgEmwW56hMV5CKUkEUgOg8aa/8A8JD4mu75ceUW2x/7orAyfSmVJQDGP1NSWtnNeTrDCpLmmMK2vCl9BY6yktwcRY+amNFlvCepWWsW1jMmDPja+OOa6bQPBNzNrN1a39o8iW5G9k6V22v61p+t6Xoq6OP9JEi8lOQBWnrKa9a6pDrGnYMjoA1uh4l+vrVEtHJeOfANhbWdvdaZE4Z1BkGOEFcvd/DbWYrF76GIyWwQPuAr1fUNQv8AWvDr2otUtb64cI+W+VR6ZrQF3daTpdtZNbuxCeU0ZBIJ6Z+lE/IcYO90fL7oV3IwwwODSKSDXonjbwDeaXFJqqRMIXbJHTGa88X79RF3OgOpqQD15pwgm8vzfKfyz/Ft4p0QLHApjSGZA/5Zj8SaUSuOm0fRBUrRNjlT+FMMRAyCp9s0DHJPKJEfzCxU5G/kflUt3ql5exlJ7l5EJyU4Az9BVXY3oa2L/VLKXTWt4IXVztO4Roij16c0hbGUouZ1CIJGRRgBATj8quRaXqJXItZQD3fj+dWbPX2srGK3SEtgHc3mEDk+gqY+I5EBRIo8H+Lk/wA6huXQpKPVmfJZXqHa0LZ9uabHBcJtlkik8tThmQVpPf3VxZJiRIwz/MEOMAev1qIXDGUwxHIfgxIO9NO4NLoX7az0mVRK18Qp/geQK34gA1akXQNyvLKksgAXBkbt06VzskPlBAQVJ4IPY06MrCGblZVP3gchhScSudJbFHUTG2sXLRbfLLErs6YqCU/ugPei4Obxz602T7grRGbdwQ4YVtreX8kCCO4Edupwr4C7iPwyTWGnBX6itSSKWWRjFD5Yz/AP60NAmPuWuWEge/kk2EBgXOBn0555rPKYY859/WrSxvgb0LEcff6DuKtxxLMBtsRj3OP1oSC5k4qVImK7iMLnGfWrlxYi3lBcqyY3AO/f0J70qSp5nmmQtIFCgiM4A9BQK5UVO9TxkDhuB9KhkmzJNmPHmfdL5yvuMUhLFVKxt7nnmhCWpSNNBrrD4Xtsfem/Mf4Uf8Ivbf35fzH+FVYpnKUE11f/AAjFv/fm/MUf8Iza/wB6b/vsUrCOVVWP3VJx6Cm7H/u108+iQ2FpJcQs/mRpuGTkVLpGjaXc6SL2+d43aUoMSYB9ABjrV2EzlVABywOPQd66dYNA2K1wUjLgEr5zNtP1xVuDRdEvLi5ht1eSOGMt5i3IOSB024yK56yRZJoGYBlLHgjI6VnJWNIG1HB4VH3p4/xLGp1TwgOskR+gaubR2Y7VgjJz6VKEn/5846i1zRSt0OiUeDB12fk9aVnL4AjjAnSAn3jlNcaEmxzZR/nQUm7WcY/4HUuPmaKol0O/F18OOnlWn/fmWhbz4do24Ja/T7PIRXn2yb/n1j/76o8u5/594R+NHJ5j9v5I9FOrfD8dLez/APAJ6P7Z8Agf8etp/wCATV52IbntBHS+TdHgQx0vZ+Y/b+SPQhrngEf8u1v+Fi1cR4mvdNurkNpsSxw54xHsqn5Nz/zziqnPuDlWA49KFTs7nLia3MrWNTw9py6rqlray4ETSDd9K9nm+EGjmGcwKzEriM+me5rxfwzcSWWtW10kRk8tgWHtX0FH8Q7UabHIYsLKpQgLhs9sVqjiSR8+eJdFfQdZmsXZCVIxg1j4rb8STXF54hu5rlCrk5AYcgViluTzTYmIKkByaZxTgepoRLLP2YGHcPSsyTrWus2LZ+KxpPvHFBVItabYzajc+RAAZMEgeuKRkZThgQa3fh7bS3XjKwjj6B9z/wC7TPFwtl8SXqWoAhWQhRSZc9znqKKKBhRRRQA4dKdUdLnHWkIdxS27pDcxSuuUVxkeorS0XQ7nWpdsDKuTgFzgV6fpXwMkMaz6jdqwYdI6E0ty4QbL+m65oCNpX72G2k27gCOB9a7y78U+G7ezBXUraKTGFcvnb6gV88eLfCF9oWrywwRTtbp9162fA/w8PikO91dPDGv3qp1FE0VNtnRah8TNHs742FpbmWw3b5Jc/Mz+orpB8X/D82nGKLck6LkGTndSQ/BPw8sZzdPJWNr3wlsFESWLiMk4zWftolewmeiaffWfj7wXI3Tz1KFTzg9jXzNrumXOh6zNbtlWjkIVkODxX0v4C8KP4U0g2Dzibc4evPvjXocFtdx6n9kBSXhnV8FTWUKiU7dy3C255TB4h1CI5eRZh3Eygk/iMGte18TaVMQuo6SCD1ZOcfToa5swQscxTY9nGP1pjW8sfO0lPVORXS0Sd5HY+EtUH+har9mlI+5Nx/PFUL7w48ClkvILmMd4yCfyPNcgSp4b9as295c2/wDqZ3Uf3c5H5GlYdy61t5cgVZAHHblDUF0jLAxkCs3YumGH9DWna608oCXlrDcp/sEK365FaFxbeH7qxaKK7udPnbB2XSERHnsV3LQI5TYPJibLfMcHI4FW02Rt8sYbHd0H5mtMaLJBDGUMNyiklZInDY+hGRUUoMZO4Or4xvcf5FK4rEAELgszKH/uooUfhTlgDMSjD15BFMM8SgeUw3nqXA/LFaVgnnK0vlrH2/dnrTBIga3nlh2yyFowdwzzz7GpEsdsY+ZiVPVAOMjvmryIigIRk+mM02UJtLbQMEYJIFRc05UcfeLtvpB6Gon6CrOpj/iZyn1NVH+5WiMXuKpwM+hraNzJKqKOQvTnpWIOhrQ8qTYpU5BHBBqhFsujcP8AvJAPvocZ9sVJlk2CCUMWXoRg0my1hK5Z8lA2c+tL9nkiJMMm4hMjeMHmkBVbzD87AHGcsD/Wo954Adl9STmmurqdrhgfQ0BTJkKMn2pgNcIzAjOCeT1NOUvz5MRY/wB5+f0pHQR4BK7z/CDyKjIK8YOaB3PTPINKYD6Vxqau7DL6xIOe5I/pTX1ocn7fcN7AmjnNbHYmHHammL2riW1KeWEyw3NwArqDlj6iu6DAgHNNMVjM1lRHo923YJ/Wqukwzv4fKWtqJZsyLFc+YoCFsZIB5zWtdRpPA8LgNGwwQe9Yt81xp9mRb3EscUY+VA+FHNFyXEtRWNtpVvcafPCrny3mtbjHzH5fmBI5BB/MVy1psAttm/GHJz67alluNQmklcSSTYQq8iS7ht/wplmpEcPAOI5G5+lRJlpWI9OGbofQ1tCMYrH0z/j4J9BW8gyKlDIxEPSjyR6VZC04JTsCRVEGe1W4dHuLiVREY+VzgtinHanzsQAO9OhkkWR5cld2MDPQUrFqKLkHg+/mOFktAeuDLVseA9UIyJrL/v4aZaajNERg55rWTXivWh6F8qMabwNqSglrizAVC3+sPOK88v4zFdSISCVbBxXrt5roaHBIGVYZ+o4ryTUjm+lPq2amLucmKVrE2l6lLpWowXUIB2MCVPQ17t9v0LxDaadfIsEF7br5pgTA3H0r56JzVmC6ni5ilZSB2NaHFexpeJtXfWNevL14hGWYjA7CsEjJNTMxbJJJJ5OaioYJiUtJS0NDZajYeQQfSsqWrxYgEVRloRVPc634d211eeIxbWsohkmjZTKeNg7msnW4Vt9VuoVl83ZIy7853YPWpvC+qppU167sQ72zxofQmsycYbOck85oZUtyE9aBQ3Jq/pGjXut3qWtjEZJD1x/CPekNK6KGKSvUtK+Cmuag25nWKLNejeHvghommbZdQZruWgpQbPnjTtD1PU5ljtLOWQn/AGeK9H0D4IarfxrLqU6WiHnbX0NZ6Pp+nxhLK0jhA9FFXDEpXaRxSdzRUzz/AED4b6LpFolusPmkc+ae5rfuLdtOjiaAny1OCua3pFCrgDAFZ95GZInVRnI6VhNu50wSsUdT0601S2DyRI24ZORmuV0GxXT9YngQARnkiuksTPBDLbztkg5XPpWPENuuSN3PauWrJndRhdHR9VNZ9+nmRgY+6wNXx0qpeH5G47iudtlI07ZcRAD0FZvi/RrXWNAuYbqETbRuVa07VhsH0FTzHIAxkEYP0reLsrnHVWp83an8PbVNNtLu2upopJQQyONyg+1cvd+GNYsTlE80esLf06175qmj+Z5NsAMQzb/wrk9eiWHV3ROigV6MJcyTMmjxp5pVkK3MQ3dw6YNaEehyz2cd2gKxPnGwhiOccjrXoU1pb3kW24hjlH+2M1gpAtvrE9jCzLapGGSLOQpJ5xTldIUYpuzMa38LajcRmTT57a7I6xpJtcf8BOKrTxX+nSFLq2uID3DoQK3ZwyzFmjWTB4YHaw+hHNallrVyYxAt+kg/599Sj3Kfo45FZ85bpo4XzU3boj5cn95DsP6VKmqXkJ5dZh6Spk/n1rstQtdKYBtW0KfTg3S4tjviY/UZFZUvhKG5j83StRhuYz0U/KapSRLpSMU6haT8XFntJ/ij5/8Ar1LGsJBFlfAc/ck4/nVa/wBJvdPbFzbvGPXGQfxrPKg1W5nqjeaW+gGHTI7FD/jTGvwAVlUjJ/jGOax4554PuTOo9M8flVpNVfBE0UcgI9MUWC5Svn3Xzt2OKqtVu6ETfvkY84yhXH5YpLdLSQfv55Ij7R7h+dUjNlYdDV63ieWNdr5AOWX+771eXRba7/49LsOf7oIb/A/pUb6Jewv8qiQjpsOD+RqhFWQkSFeeDzk1PaLcTTbI5GXjJJPAFRTRXCSHzo3Vv9sYpgZ1zgkZGDg9aAL93JAsiqX82QdWxwKh85lP+ujkQjshGPzqmyE0MuaLiJzKigbn8zPUAUO/KsEHTjINVWXFS+ZINoycKOAaAKwTzCBUknkgIsIbgcsf4vw7UiuRGU4xnPSmZyalGxNEP3cx7KgJ/MV3sVyGVPoK4REdorgoVwsZLAnkjI6V1trJ+7jyewoZUUa+ciszXVH9kXR9F/rWghyoqjrvGi3P+7/WpbNbaGbbaVBNpFzc7QrwW24bR1PvWfbjbbxEdfsjn9cV0On4/wCEU1RvS3A/SufQ7bYZ7Wh/9CrOLZrUgrDNJTMkjZ6DFbqDCisPSc+cR7ZrfjIrRHPYkAxS7aKR3EcZY9AKYXsV/nluiG/1cR4Hq/8A9arS1TthtUkg72O459TVxPu00K5YiBzTblZRcWwWUKjFtybck4HXPamx3BM/kQJ5swGWGcKg9WPb6dasrAUZnlkMkpGC2MAD0A7Cs5GsStdJi3k78Vws5ZrmTnvXf3BxA/8AuGvPpGLTufelA5cX0BFzU2w44pqdRVliPJXpxWh5repTJwajqR+uajoZotgoopQaNwB/uiqjVbeqb00aUxE61O7ZANQJ1qY9KGVLcaeTXReC9dOh+I7a4dj5DsFlA44rnaXkYNIaZ9t6Xe29xAptyDHtBDeua0a8M+D/AIxN3bjT55P38A+Ueor21JFdQwPUZpLQ6ILQmopoNOpjIZeVqu52gnFWZOlZ11cpEpyea5aj6m9NXMq5gJ1D7U0m1NvA9TWJpavPr1xM2cDgUt/Z6hq+pQvHOYraNsn3rbigSEMVwSepArjm76ndHTQs5AHWqN7Pj5aleQIPasm8uN2fWsjRRtqXLXU2jADoxwcZrUi1EsyArw1VdLt0a0jyorVFqhOcAVtG7RzVmjK1WJVaO4Xpko1eW6pMbjU5365fA/CvYNVtmbR7rZHvlC7lXOM4r5p8Qa/LOpsbOO5t7tpsPkbSAOwPvXfQfu2ONs7+10trjTnnXOVzwO9cZcAp4qvAeMQrXpXgy8j1XwxBOqOrjMcocYO8dTXF6/YFfGupug4S3jJH1FXN6Dgru5nmJZI1bHWka3+YEoJAPfB/A04MY7VW2M2FztTqfpVWLWbdycRzb1+8mwbl+q5zUqN0XzWZ0FhDcgZ068KyEc283Ab+h/EVQvLG0+0Aajpc2m3LnAubL5VY+6/dNN07UXkmZ08uWDd8jocED3HrWxrOppLoE6792x4jz2+cVlJOOxrGVzmtabUPDd39hubpblCAVEiY3KehxWdDpsWtxyzQ6e8ZTAdrdxjJ/wBk9fwr1uzRLz4g3VvMiS2z6VGzxSKGVjvOODXnHjE6bY+JL210y3Fta25+7buUHm4wSKuMmkROCucjdaY9vIVLEezqVNVDC6MpZGKZ52c11q3l/wCWEmMGoQ4+7MMN+YrOu4bB+QtxYSZ6ONyfmKpTMpU7anO3DxkkITycgEYwKi6Vrvp00gLKiXMY/iiO7H9aom2j3Fd5Vx1BFaJmDiyuDg571dg1S9gAEVw+wfwv8w/WmPZIIy6XEZIGdhBB/DsaqlcdaoLG5F4hfG24gVh3KHH6HIqUT6LeffXyD33jb+oyK56j8KLhodIdHilXdbXIIPTPzD8xVd9LuousPmD1X5v5ViI7RtuRyh9UOKvQaxeQn/WiQejjP60xEpt1Pyk4PoRimtbukZUbG9CTyKuDxBHKpS6tcg9xhv58/rU0culTjMU4jP8Ad37f0bim0OyObX7zUDmnD7zUxegqCkTH/V/Uc11Vo2YYz/sg1yn/ACy/4DXU2fNvD/uL/KmzSBtwnKiqHiLjRZvw/nVyA8VT8R/8gWb/AH1/nU20NiGKTb4T1XH/ADzQfqKxmG2F89rRR+ZrXxjwjqx9oh+orJuP9TN7WsQrOOxUxNGXMp9lrbCkVlaInzO3+yK28AitEzFjNxCnAyQOBVZC1wFZzkHkL2qxK2xOe/A+tR2yfuUHsKdyWiVU6VI0iRAFmAycDJxk0AYqpLMGkuEY5SNR8o5zxnpSYJXLuioYrNhIP9IaQtL6lif8K0R+8OB1rK02ZhIquuGC4IHQKBxj6HitewYPqIX3xWMmbxiVNSBispWI/hrz71Pqa9Y8XRxxaGxGA54rybBC5PWtKTvc4cbpJIeKnH+r/GoBUu8bMVoecyI4xXQaB4K1XXofPt4W8ndt3VhWqLNdxRM2FdgDX1R4SXT9F8LxLa7TlQSxGAWoRpFHzx4m8D6n4Yjje7AIcVzAFe8/FbxPaSaTPpz2yi7DDlzyARXhWM4oCWhG/SqsgxV1hVSSgqmyBKlBqJKlAoZrIKKKKQjV8OaxLoWu298h4RhvHqK+tfC+rR6npyTI4ZWAKn618bbeM1718Lb+bTLSKyuWcRzKGgepk7G1KXQ9vFLkVWSfzFXgjPrUpcAE1lzJI3sR3U6xR5JrECPeSMxHyU67d57sRDJUmtJIEtoOuAOTWMtdTWPumdFCEyPShuKijuMo5Jz8xwajkuK5ZndCLZBdufKP1rAuJGrYuJsqRWBfXEdu2XYAe9c6u3ZG8rRWp0+g3YeJYieRXRo4x1ry3SfEdo955FveR7z2IrrrbXw0nlO6ggZyO9dsOZKzPOqSTZ0k0iC2l3MMbTn8q+RNblQ+LL4bVli89gqOTj8MEY+tfQXivxHbQ6b9mgcNPcIRtD9B68V823CMdSn3HcVmYZP1rrw8XZtnLPc9H8AeJhY6tBpLveGO5cRi3ciVUc9GVuGA9QRXSahAH8d6uhGf9Fh/karfCzRrB9LudWeFZLs3RVHcZ2BVGMVseKbC6sLiTX9OZpJmVIri2MZdHQZwcj5lx6itKidtDWk7HL3+mbLWMwN8wXBHcHNc5eBFaNr22YFfuzxjJX645H6itu516wv4wjq+n3PYSHKN9HHFUHuJo2y6+Yn94f41nB20Zc0myKztY7WVpIicODuyfvEnOai1WQraXahuGCGrke2U5hbd6qeoqhqikxTD1QUS1BaHd6drENnr2pajI2Bb6IjnJ9GPFeZWQfUJri+uXHmAtOwcbtzZyAQeozU/iC/eCKaAHBu7aGNv91WLGneE7q1t9WtTd7vs6v50uxd2VTkDHcbqdtCk05amxFrdnMNmo6LbzJwDPpx8tx/wHpU/9m6Lqqn+ydZiViP+Pe+TY2fTI4qbxRBFI1q1labrm4mIeeGP5WJAITjjOTwMZrmGDRb3wPNhBVARyHJ2ge3NRyLc6JIrarol3pd2A0fluw3I8Tghh6gg4qnJdXAiZbyNJiF+Tzk5J6Dmt9beFIBCS/lW0IXcmPvHgE57ZNZmtL5MFurHJGW/L0ojPWxz1IaXOdAuVjd/Lfy0baWCkqD9acs+cbhnByCK6zwgSLO4HZpBkdjxWnc6Fpt7zLbKr/3o/lP6V0JnG0cSJ4ZpN1xEkznOS+VJ/EVDLawsXaB3jHG1JAD9eR/hXRXXg9lybS5Df7MowfzFY1zpOoWWTLbyAD+JBuH5iqsSzLdGRiGHTuOlMDVbEvqAaQiGTtg07hYrZNGasrZlyBG6ZPqwUfmaLixuLWJXmQbGOAysrD9DSuJjHXB/CokB5qw4yV+lQx9D9aZRIv3D9DXT2J/0SE/7C/yrmB90/Q10enNmxt/9wVLLhubkJ4ql4ibGjuPWRB+tW4D8tUfEZ/4lP/bZP50M3uRzPt8HaiPV4h+tZVzkQ3Q/6Zwr+hNXrxiPDF2v96aKs+7OY7v03Rr+S1ktjSp2LmiL+7Y1sqtZWh4+zn6mtpFzVJGRE8SyRsjDgjFVoGYAo/30OGFagjyKoTxC2uEK/dkzn2PX8qphKJHcXBgjARd0rsEjT+8T/SoE01ooZZ3Yyz/fdhxu46AemOlTFBJq9mTyBHIw+vA/rV5n8vB9TgVLYoxKdmPLXAbcTyW7t71fgfyZhKCfqKyTIttJsPCdUPt6fh/Krcdwsg4NZyVzaLPRNJsbPWZRaXaiQGPK553ZHBrzbxj4Ul0vWTDDCxL8hAOgrrPC+qtaahEucOPljbPTPb6V6XpGiecIL29ZJb0Bid/O8elFBPU4cdrO6Pl2aF7eQxupVh1BpAuVJFezeJfAkOp+K5NzomYjK0cf8JrnvF/gGLQfCllqtuG8xyQ610WPPcGcx4L02y1TxBFb31wIIz0c9Aa9sufDWqwaTb2On6kskbS5kl7Ior5/0+dbHUYbqVd0aHJXsa7e58c+IdZ0aaw06yeK2PO+IHOKZSujD8ezpJ4geCK8a7MPyPK/8RFcuKWVHilfzgRIT82TyTTVPHHSlYJK44mqktWW64qvIrM2ACSe1FggrMgFSrUeCDjFTIuRQayYmBRgUpU0bTU6k3BcZANdfYXGsWNrDq6yO1nbMFHPT2rka1bTU5Rp11p7zMIJlBCj+8KT1HF6n0/4W1qPV9Ht7tXDFwAfY10RYshGcNXgHwg125s55LC4B+ys+A/o1e7RF/lycgiuWouVno0ndD7a3wN7D5yabrV0tvpspDYO3Aq2D8tcV4xvXuJrfT4GwzPlh6ii90bRjzSGatqY0nQzck5IHGe+araHfvqFmkrvudsn6Vna2EvdPNjLKmVwBk9a5a518+Fo/It2WRyMVh7CUjt9tGCPQ7q7hgUtNIqj3OK8i8XeJJL++eK3bESnGayNS1+/1Odppp3yewPAqg2W2E9TW1LDqnqzkqVXNnReCIUfxjYo/ILNn3+U0vjDxLew69dQLaz6dJGBGsJcNkZzuJHXPbFSeBUz4ysD6Fj/AOOmn/FvRfsOtQX8SP5F4pLsTlRKDyBXVFJmFRWOTD63L5eoJcyyFRu3wybmj9mA5H48VRVmeR3c7nd9xPqT1q5Z2D+TDc2121tPjgy/ICf9lxwPocU65aZruJdRgaKUEb2SMK0i+voT7960VjE9l+Ff/Iov/wBfT/yWu3BrifhYUHhaRFfzCtwzMQCByBwCa7UnAqXqzWByXivRNKvI3aW3VZz/ABxjBP1HQ157LoN7YBZbWTdGybtnUflXpGuW8k08u04UCqSWy3TRKvBVO1Ry3NDzoTRs2HjMMwPbpT5g00bbm3ErjNeoXvhbT9Us4xPD5c6rgTJw34+tcJqmg3OkmUttlhjBO8DBA9xUNMpNHDa5OLjVEUciNFSptHuIYZbh5gcFRECO3Oc1moHuLiRwCzuSQB1pInlt96kFSfUcg1pFaHLOWuh20WtG1bSL+K4c/Z5dksZxjAPUY6jB79Kl8VX9tqnihp7UA25AkLYxuCrgEj3NcgrsbVGJADEjj1qxZX5855esm9dpIyAFqZo6KVbpI3bby4FhuiIbqV5WU2kgOMAYDN7Zbp/s1z+vyiS6dFbKRkQqfXHU102rC2sYre8TUEuppIftEwQcROedue5riLhi90gJyVGW+p5NZU46l1pq2h3ngjTBd6BdvnDpcAA/8BFXZI2RjG3UHFXPhsgPhfUM/wDP3/7IKNTULdH3rpT1sczWhTGacOKBTsVojO1ihdaRYXgzNbJv/vINp/MVhXfg5SC1lcY9ElGf1FdaUphFFgsecXWi6hZcy27lB/GnzD9KqLKR/Cp+or1MdapXWk2N7zPbox9QMH8xU2FY85f+A/7FRJ3qZ/4B7Gq6dTSKLkkSLaRSoJGLKfMyBtU5IGD9PWtfTT/oMP8Au1SFop0FJooWDFn85/MyGwfl47f1q1pZzZQ/SpTLirG9CeKo+ITnTUHrMlXoD8tZ/iA5soF9Z1qjUrXrf8SCRezXMY/nVG95hnI7zj/0EVYvpB/ZsMf965U1VvGxDIP+ng/yFZ2sTOV9TT0P/j2P+8a3IugrD0Qf6L+JrZU8dapIaLQxms+4+bUhn+CLj8T/APWq0rN61UhHm3FxNnOX2D6KP8TQy/IbZA3F4swjdY7dWjUuMbyTzj2AFTXR/foOiopZj71aReOKx7652xXEx6HKr79qi4WsUJLxJYjmIPu6ZPFRwTtCruSWVACQOvJxVdMCMAdqsW+DcqjfdkzGw9jxRYlM1Vnea0fy8hyvBB5zXcfDQ6tqGnXXnXk8clmuYq85tC9sTu3fJw2Oce+K6PTvGlxpAjaDBi3fvBjhhUpuL9TOtDnXN2PZE0KPRdJu9Qy93qFwoDF/Q+lYfj2O51T4d2dlb2riZjwvpjrmq4+K/h640lYmNxGxwCtdSNYs9U0iMLdwLBLFhQjAyAHrXVE4WeZW3gK1Pw+gupwTK04EhHYV6P4Z8K2um6PcJp17HLDJF8hODsOO9PuLVLLwh/ZmiX1vJnOWmOSoPU4rg9C8Palp99fpbat5sMsRV2yQuT2WiwrI56Twnpup/EP+zUuPNjVS0so+7urS0X4ZxbTc74JYXuCjIX5RQ3Wu78PeE4tEieZI47okF3k6SIT2riNa0rV4tTW5sYJrOKeUfuDJ80oz1xRYLGR4z8DQIZr7SATbLKI9x4XNQ6N4Au7b4hafpzBZowiTSA9Npru7fR7rxXdm21a5MC2+FSyHGR/eqTxJaTafqlrqtjK5u7UJCNgIDr3FKwWPPvEfgqVo7ua2tGjFrdtCSB94HkVwpsZYZcSxlT3yMYNe6TeJp9IOpmewMkHFwBJyTIa53VTb6r8P5NZv4Vtb6W+OyNU/hoJnqtDy1bKSa48mNS0jcqqDNamjeE7/AFu6WC2VdzPs+fsfevRfDXhCysvFOhaja3BurG8U7jj7jgcg1s+GdV0PRNXvNH1e2+xOLoy29w4++CelIiKZ47qvhrUNIuTb3VsysrbfYnOKtab4ee01yJdXt3W3jxJJ/umvWPHsdnPc/ZrJmur+6mErEDIijU9PxqXxM09rqcF9MiJYTWKxTbx93FBcUcZqt/pWi6DMnhhpJ5p7wPH8uSoxyK9c8Ga6mvaBBOw23CLtkUjkmvH7PX/DUV4i2MotJbWYsryJuSQZ6Yraufi1pehjOmWqTzuSXeMbVrKpDm0OunKx69qOorY2bSt+RrynV/FkFnqFzfyypICuEAPI+lct4h+K9/r+nNAsHkbgQxrz67kkJiDOzbkDHJpQp2NvavodPL4r1DVJ5n83bH/CB1xWTK7yyFncknuTVXTukn4VbK1pZIpaq40tgVMrbgvsKrmno1SwT1Ov8Bc+Mbb2RjXe+PfIudMFlPGJBI33SOhHQ/WvPfAMn/FXQn0jb+YrsvF9yJtTEIJ+RefqaIlPUqeGdHstQiaxuId0aIADnBFY3jbwYPD1jHf20/n2IlCm3lzmMnpgiuz8CwbpruY9gFFddfWVre2U9vdQpNA6HcjjIOOasTijxv4dNL/wkdqLG6njBci5gflHUA52/TvXslzIYot57V5b4f8AiPFZTNFd20MAkcsTGMJnpnjlTgc16LBq1jq9p+4lUlxkLnr9CODUOSK5GihLdCeaTK8NxVDSV+z6uYHB74rWOniOOMAkFW6461Hftbaew1CYEBCFygyST0AHqaBG4E+WuL+IhMOg+TCu65vZRDGo6kdWqWf4hQQEZ02dVDBX3yL5i54H7tSWp13d2uqXsV8t9GrLGVtsOy8n7yuhGfm6ZGCKSs2RJ2PI77w3c2caStiSNv406K/oaotDdRKA6idOwfqPxr28Qw3EU0PkpkMjNABkso7OuDg46HpWFrXhO2BebTuY8Z2H+We1bW0OVyPJZxAluzjzomXny3HGfY1BbSGERlTnHX3rr7iygjEgmkjj2DLrIcED3Brk55oZrl/IjCxduMZ96locWWJbx5lSI8IAWb8Kz4yTNk8kmnswCyepAUUkI/eCkopF819z1r4eSCPwtqDH/n6/9kFQalL51wzCoPBc/leFNS5x/pI/9BFAO58mixvHVGHot7f3KsXzKSeEDAMPoD1rUFxJBMd8uVY48qZfLdfp2NZuk2MM8tlb3Ee5BcBWBJBIyehHNdXdaDeQxlLW8W6hx/x73678fRxyK4p1mpaM74UIuOqMr+1LVc+czREf30xx65q0k0MwHlSIxK7gAwJI9fpWHf2TWzHzra504+q/vYTWbbO9lN59uEbjHmWpzx7qa6KdZvc5alFLY64igA1gJrQkuENuUwR+8gJ2nPqM9PpW0l5A0e9pFjHfecEVupnO42PMW/g/H+VVohkVZP8Ayz/3j/KoYFyzeyk/lSM1ub1kn/FOXT4P9088H/69JpJ/0KKpdPUyeGNRzKyxKu/bjILZGBVfSP8Ajyj/AB/nWUd36nTLaJvRHio7+AXduoLFXRtyketEZqXG4YrSwtznL8Sp9kicKf3uQU7/AIVFeD9057m5f9KuawuL3T19Xz/KqV0QbWE92mlb9alolmtoufsv4mtlBnisfSFH2QAkjnNbC8dDTQIspHjBqpHELVjCf9WzFo2+vJU+/wDSp1uGUYIzVe9ud1q6eW7v1UJ1yOlJ6mheQZrnrmJJZJLVyBIkh+V+jen86t29++AVIP1qhqpLzLdDqRtf+hqQbRVe3QKzRE5T78Z6rVcyYAYdRyDS/a386OYn94Bgn1FSXUUci+fbnKt95O6mrIb7FldYi2hpYm8zoSmOasCGG8tzNGhjcjIyMZ9j61gEZrZsNTYiOCVCxHCugz+dKUQjK+jI5NDhuVDwTrlkDAP2zVeK51HSdRjaCdwYRgc8CtayCRSOuWyD0Ppniti50VLm1NxtwCOaKF3PlZzYiEYLmRNa/FA28WL/AEiC5lxgv5hANYWuePb/AFRo1hX7HDG+5EhOAKkt9Ot422zQbk9K1E0TwxcRfPDcRyegPFdnsZHHzFrQPjFeaYFF9bLekDG88NSa78VF1Gaae1sViuXXaspYkx1l3PhbSiMW5dfcmse68KleYXJFL2L6hzI3dE+Jt1pcsZv4VvXThJHOCv4ipvFPxTOrxEWNqbYsPnbJODXHx+Gp3wSxAzjpWrD4Zit4CxBaQcgml7GQ+ZHXeAddtdbggsbxpri+hfzGWTlZFxXc6kljqtjd2en2nnNwiwSps8lsHmvngyXOl6j59rI8UiPuVge9dlY/GLxDaxbLmK1ugerPHgn6kVMoOJSaex2nwq8PX/8Aad4J5phFYyERYOY2Y113jXR7aS3VmgjmmkYF55OBEg64rxG4+KfiB74TaeUsIx0ghHy5rO1Xxv4h8QgrqF3PJGB9wcCs9ilqe4aLrWmHUZ7vRp7K/h4SSCZwsoI44Ldqzviprumy+G/sMLKL67wNgdWKAe4rwW0h1F5cWMUxY94wa7PQfh/4hvWe7uoCox8pkOTRdD9nI5RNHydpfHvU0thFbQkovI6k16KvgK8h2GVkrmPEdhHbW05hRgFIBJPvRJpIdKEpSscxchRGhAxk1WvRg23vCP5mrU4zAn1/pVe9/wCXT/riP5mpTudLVtCfTekn/Aat9qp6d1b8Kv7KlmkdiBh6UlTYqEjGaQmdD4Jn8rxTCT3Uiut1OU3Gp3Dt3cgfQVwvhhtviO2P1ruXjMt0QBks+P1po0irnaeDbfydOLY5ds/hXQ3J228x9EY/oaraXAtvZxRKMYUVPff8eVz/ANcX/wDQTVg9zxjwfpdjqmn3q3tukoOzaSMMvXoe1TT+GdW0Jjc6JctNBnJt3GT+I6H6jBqx4AXOnXR/3P5GuxXpXBUqtSPQVJOJg6H8QXbFtqkLKVwCXf8Aqf5NXQXE1h4g07ULEO20xq2/HTJ4IHsetZuo6BYasD58W2X/AJ6pw1cbeaXrfhuYTWzPc2iHh4yQUH06iqjVvoYTo9jWuEvvC9q9vqVmZLGRgyuAWhznqGHK59DVS18Q6XYSvF5cgtnkLqYZMsoPbf1cDrg4NdN4Y8fW97GLS7Qy7hgrgb8f7vRxVvVPh74d8RRNe6Y4s5m6vbfcz6MlbRaOaUTJfxjpbWUYtpEnnzvjRIgxB7gqcbR7giuf1Hx6U33MO9psCPYEJVV7hsfKP+A1keIvCuq+Epg91GJLab5UuojlW9j6GsKHU3tVCLFHKiuWAlQ5yevKkEj2Oa3TOSUEMv7zWfELB382WFMiNc5A59e596qfZ0igL+aRKrhWidMMPerk+qyzcG3tY19BGTj8zVO4u5bjHnzNJt6ZA4p3CxDJuZgFUn6CpYIpM58tvypiyHsSKd8z9WJ/GkM7jw1N5Wg3UJBBNwp/StJDyK5jw45SOaE9CQ1dJGeFoNYysVNOnDT2bY5ScKT9HNekLCJZHz1GBkV5Da3Jgu5Ez9y8PGP9rNeuxXKLO4Y4zg5xxXk1Y2mexQmnArX2m3LQMbcJK2OEc7c/jXB6rYWkUpN9ZTafOekhGFJ9nXivVkYMqlSCPY1HPAs0ZV1VlPVXGQa1hoZ1NTxS602V1zuW5j6qXxn8GFUHFzANpkOzPCXI3D869H1XwhZtI0toHs5T3tzhT9V6Vwl9cXWlzmG8gMkZJAcpsJ/DpXRGRxVINHLbs7fY02MAybWYqCeWAzgfTvTQfSheTmumxwpmzHOsfhS6jGcyXSLn1UKSRT9J/wCPNPYtTILaKXwzcTTXIh2zZhBjLCVwBlMjhTg5GetO0k5tF/3zSSsb817G7F0qeq8fSrNDRZhavzqdh7bjWZc/8elr/wADP/jxrQ1dj/a9sP7sZNZ93xa2mf8AnmT+ZNDF1Nawm2W68VdF6mOVIrMtRmFfpVgJU3Blz7dH/tflS/a4j0LD3AqqFoCAVNxkENydpTYokQ7W9/epCzuCCwweCMUksG47k4f+dMjZj1HPcUgKsmm5yYZMexFRpb3lucqhI77DmtRakLBRyQKfMLlMRg5bBicH/dqzYnaZQB82AAO9TXU6oMq1Vbdnu5xsRcL1ZwcVXNoCVmaIfkl3Qbe7oVI+vau90qI3GixjOeK4iDT2LhnkZgOm/kD6DP8AOu+0LYumom7JA5J61eGf71GGNX7q5SltYjn5cOKhS1GwkgVsupJOEGPpVXyQHOR19K97lXU8RSkVlsUYDLc1ZWzxHsJGPpVu3RF6AmphAScjNVaA/eMv7CjQldowGqGe3Cx4GMY5GK14bWZmdUiZvfFOn0O8a3eUjy8DqTxUvlD3jyvXIUaViqgfSuZkQ5Pau51i1aMSq+1nHcHNce8TEnIrirRuzelJrcn026SEKrRAEH7+K7/Qb/T7j5Lq3iZP+eg6/iK4CBBgAitWyiOS6/Kf9jiueVK6NY11FnrtkmiAK63JikxxgcVpG90m2H73UXY45CZ5ryeCeUnHmHP1qcNJuAllP0NZfVOrOn6yrWO9vvFVqsTQWUHDDb5j8muQ1+18vwtdM3JZ1bP/AAIVY0uAzyjemPerHipQPDV0B22/+hCuCvK01FHpYOknBz7nm0loz2nmg8LIF/MVnagMC1HpFj/x410YUnQpW9LhP5GsHU/+WHH/ACzP8zW1KXQitCw7TOkn4VoKKztMOBL+FXw2KqRnEc4Cx+Y3C9MmnPbOpIddpHY1uaB4X0zXdk+oX1xEASqqiDaMV3afDjSbgbzqdw2eegFSy7HmWgL5fiC0z3fFepaXYfaNUXjhTuJp9v8ADDSre4juY7qZpY23KXk6Gup03S/sIfLiQseoGKCtkXolwBTb/wD5B12f+mL/APoJqdRioNQ/5Bl3/wBcJP8A0E1fQR5T8Pwf7IuT7x/yNafiW6lsrK1mgmeFvtAG5PoeCO4qh4AGNCuz/txj9DU/jLH9kQ5ZQRcAgP3ODxXBJXkele1Nsdp3iqF/Lhv9sUj8JKn3GPv6GuiUhkDA5B6EHrXkcbDy0VgQYZS7KewJGMfnXaabf3NtdLA4O0sgwejBiRuB9sdqJU+xlTq33J9Z8H2Op5lg/wBFueu9fuk+4rGh1bXvCl6n9oiZoui3Sckj3PRx7NzXb2d1HfQedDkEEqyP1BHX6iqutKJNHvVYAp5LnB55xRFtFTjGSuaOn+I9K8SSz6BfCCaZ4QzKnzRzIRnKn1ANeS+N/BNz4WvDNDum0yU/upT1Q/3WrQ+GmT41tD6wy/8AoNe1XdrBfWcttcxJLDIuHRxkEV2xeh5s43PlXrTG610OtaH9mmlmsQWgDH5DyyDP6iufPSruc842HQLmUA1djSqkPMy1qRJx0pgkaOiqVmb3Sulj6VgaYu2Yn2rdj6Gg1SOPuZTFql7z0uCR+lepRanDHEXmuFhDJtEj9ASOK8m1j5dZvMd5M/oK7Cw1Bo5IBvKhouTzjt14Ix9RiuSvDZnXh6tro7i2nuzoDyzFFu1hbMkRBVmAPzKRxg9ay9D8XXMelx3GrgzLLJ5VuLeLdLKR947R1AqXSFi+z3KQwQxieJjmIFQxwewyn5Gs/wAD3sJ1S1iaJpJBZGKJk6Q7WJfPpuzUU4pmlaTVjtoZLPVLQT2siyxk4JHBB9CDyD7GsDWNGS8jZJYwy+4zW3dWbNMbq0fybo9WAyH9mHf+dUJtalgO2+0+bzOm63+YH8Dg1bhYzjUXU8CeWNoyAZz/AHd+3H6VABmr/wBkUDPOB2yMn6VcsrC0UytdXONqDaANu5/QknhB3PX0FdjPPsMYxt4ekEkZSRVU/LCVGd3ysTnDZBb5sU7R+LRf95q0bm1jl0QXD6c8RSKQIdrygIT8pwwBQZ6MWNUdIiK2ibhgkk4oZpFGzH0qzVdBirAFKxqc3rLY1pR6Q1SujmG0HpAP61b1chtZuP8AZiA/Sql4cGFfSFP5UmRI0rNCIF+gqyWAqK3/ANSoHoKkKFu9QxihwO9L5gJpohzTtgUZNSUhQCaruczAJ1I5bt/9enNIrR7pJIUjB6Fhk/X/AAqpJfKzERYkJ74wo/qaSTBtBLHJux9rkoits5DXFwR14FRG4kXkeXn/AHc1q6Xp9zcuJrt9sRHCAYLfX0FU9EEdSnBp32hsBX8sHG5zW1bWUdtGEQcDr71fEKIoUAADoBTWAFYudzZQsQ4x3rqvD8fm6TIQeVbpXL7c9a6nwncfuLu22g8bs+lb4R/vUcuOX7lmzplotxqcFu7NhuortR4WsYd37oEn1XNcFZXX2HVEuid3lnlc16Vo+sWWsDKzkSY5TPSvXxHMtUeVhoRe5Ri8NWu7cEA+kdTDw9b9lP8A3xW4IFHRnJ+tNljiCfMSD/tviuN1KrR2ezpp7mVFptrACpUc9+9VNetlXQbtSMDb1I5rRur62s4yXuIYwBngZNcN4j8aWs9lNbWgkmL8FnHAq6XtG9TOqoJaHk2pny4JCCSN3WsRYAY89s1s6uPKh8p2wGOc4rIhP7sA9M4zXS7dTier0Io4/wB5gVrWUT7QAKh0/Tpb7UYIIFJMjgE+1dp4h0rT9FuoLC2DmVYw0zE9zRCzZXs+5iJEinBT5x39Kc2Wx8gJz1zU0ZBVjsz7E0xiVkjPEYJ5HWqkrQYRWp02lwkW/m4xxiqPiw/8U1dDudv/AKGK1baXy9PTHXGTWF4mct4fuCfVP/QhXzEnepc+roxtSRx4Yjw/N/13T+RrFv0Zo4Cqk4Qk4HvW0xA0Gf8A67p/I1SjOXQ+iEfrXTBnNW1My0nWDcHBG4itASIRkMCPrV9IUkGGVTn1FTxWEHJ8lPyrZu5hFGx4cbGkqQf+WjV6BoWpebEInYbhXE2UaQ2SKihRycAYrQtp3gmV0OCDmhI1sekA5qQM471m6ddpcWqMD1HT0rQ34pksvwklRk5qHUjjSb0/9O8n/oJp9uymIYqHVzjRdQP/AE7S/wDoBpX0HHc8z8BDGg3PvIn/AKCaXxsHOk22wbiLjOMZ6KaXwNxoM/8A10X+VS+Kbl7SKydWIImb/wBBxXC37x3yXuHClTDfLCPuOYtqnPG4qcD2ruZpohNdTzfuRb3CshA+WTcD94DofcVyd4kjSJemE/ulEpI4GxXXn8M5+ldBeK8ECxQjcI0WRwnXvtIHf1NbPY5Ui3YXRaFEiXIkvG2MB1XdksPy61savzo96f8Apg//AKCa42CdrK7WW3KmPdynYgkfkef8a7nUIDcafcwA4MkbJn6jFYy3OiGxw3w3ix4usSP+eMte1MuAfoa5Lwl4M0zS7qK/ttSmup7dWRkIVQpPBBHJBrsyoNdUHock17x4bPG6yP8A7x/nXK63pAUtdW68dZEH8xXperaWUZiAPvEVzs8O0kEVomZTiedxHEqfWt6FOKh1TRWt5PtFspaLOWQdV/8ArVoxxYAyKsySsWrAYJNaydKoWq7VP1rQQcCgtHEa6u3WLr3IP6Cti2uJ7e3jmgLecIPlx17dKzPEgA1mXHdF/lVsE/2fbMCVO1eQcYqKiuOOjO68NXtvdSXJwn2iLKmVBtMqMuQWA4zWZ4GuIrfXpVeRFadNiB/4ueQPeqOg6jJFehWQHejASDjp2x0P1FO8ESxjxGHc9El21jCNmazldJHrMUu6VkIA4yDnr+FF1awXUJhuIxIh7GoBFFO8LyRneh3Rk8EZFWDwMbj9T1rVmaPBfsif88/1NNNnHjAjXrnp3rW+z0nkH0pk8qKEv2mfIlnkkDEbgZCc46Z55qaGLbVnyMdqkWOmUkgVBininhcUbTRZjOR1Vs6vet6KB+gqC9BN1tH8KIP0FPv23X2oH/aIovR/xMXH+6P0FNszNeAYiQAc4qfHrUcZAUfSnHLDismy0SCoJ4pJSAkhjHcgc/hTjLHGPmYZqu+oRjhefrQBVEOLh44YANpwxI3sT9amXT7luSiRg+p5/IUn2zCnaAM+lC3rDsKbbEki7Z6XFHKss7+YRyFxxmthZMMxPc1z326ZuBxmtEXylVb/AGRuz61k7s2hyo0jOADVd7lQOvSsufVEGQnzH9KzJ76eUEb/AC0/2KFTbCdVLY2pNURWxnLn7qZ6/wD1q6XwVcF5phnJdSxYcA//AFq89tdsk6RdmPJ9a9B8KNtv3xwBGRit6CUakTlxDc6MjdnGcnGOe3ektLy5sZDNauI3Ix0qeYL5ZI6VWETMcivpLXWp4EG0zSHijXuP9KAGKiudZ1e/XZLdHFRJHxyKkCVHsoGnPIpyRyyyZeaU49TVS5USHbwuPQda0JH5K1nzB2YlVJI4quWKIbk2Yt1YxXjo9wT5aOBxUl7odk17JDbkRq2DE3Y/Wp7SaGazuIGU+ZG2WyOmatadsuI/KmbypIT8nPOPXNebiHZ6HZRSNHwZpcGlXZe6KC5I2qH43L6irPj7T41uIr9So3jGD3FSQ3MClLfUoc2wHEgGefXNRaumnXsCxC+LfxR7wePauanWfNY7J0fd0OSUosW0Ln/aqWG1JKSyZ2Zx6VuweHYW02S4WYPtOFxWC9y17qMSsNqLwo6ZxXZUn+7ucMV76SOgRZDCO4x2FZfiOPHhe6JHO9f/AEIV1ITy4UQdAorm/FgdfDl2GJIBTBP1r5tK8rn1cVaFjhcE6Fc/9fCfyqnB0B9qv8f2BLx/y8L/ACqlb/dH411QOOoaUQ4FX4PutWehq9CcrWiMkdNPYm0gtx1DxK4P1GarjINdVLZ/bdC0yYdTbJn8BisS7sXt134yv8q0RomT6PfvbXAUsRGa6d75dmd1cJjBq6l9IYgjOciiwPU7zS7xJ4SVbJDc1NrMuPDupN6Wsv8A6Aa43R9Ta3EisScnNdBcXB1Hw5qSRHMjWsgAz32mpewJanJeCVxoE/8A11X/ANBqn46OLexT1dv5Cr3gwY0O4HpcKP8Ax0VD4xtGlFjcNGWtYC/mkfw5HBPtmuD7R3P4DSu7SFtLdTCsmIBG43BSVAGRk9OlYH2e4ZbW4eUSBrQwmQDB2sMDI/vL2PQ1NqWsI3g5X3Az3AFsV9x941g2F88Mbl8yAKVPqB2+o9q1Rzs0b9/tMrXCqscyzbJ1Tp97AYexrvpBlfxWvN7m6iubqF4A33tjHGN3z5B/KvSm7f74/nWdQ2pHK+I5rjSILnWtPmeG8huETKfdkVjghx39q39G+IMEzfYtbT7Bc/dEuD5ZP48qawvGPPh2797qP/0IVvaho1pqcQW5iBYDCyJww/GnGdohOmpO5h+JbC/hLbJ1ltpDuD53Rv8AiOVNYSy+YojmUrIB35z+PerN3puteFj5thL9qsR96J+VA9x2+o4qmNUsNUfasf2aYjLRP6+o9a1hO5yTi0RumCarNHzVqaWOD78qAD++cGmDbKBIpyrDII710RdzF6BDwMVbjHFRRoM1YFWJnF+IxjWT7xrVjzWTRI5I2KusJII7Ypnidcauh9YR/M06HnR7XnAPBOMjv1qJEoksZpo72OGYRtI0ZkEkfGR3yOmfepdEuDb3qSoQGSQ5/OqlqkcV2kgL4VCoUchQf1H6ioLaUw6g+MfK5zmhA3bc9vsJ5JY1+ffCRlfM+8vsCOo+vNXWPGc1wvh3XyI0gchk/h56V10NwbgfIuRQ0CZ8xUUUVucwUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXrPw9G65ts5IEAOB9BXk1et/DiOSSRZkGRFbrk+nFCV5xCWlOR3c/kTKdo8s55D96ntdBu7m3Wb5FVuRnjiobu/tpAtvfIQw4Dp3ru9Lt0GkRKGWSPHyg9QK9arVcInmYeCkzlR4audvEkZ9cGoToUyth2VR612C2kWcICDRPpqtHk815csbK56kcLBo4qTTbOHKvNukPZKRbaC2tJJ0h/wBXkqX9a3L0WVlGd6qrno/U1yXibX4ItIuERgWcFQO+fWp+tyZnLDwXwmFa2Uovb+6doWE43Ap9KkstKh1PTpNt0Ir9G+6/UiqnhlfI0U/aWId8vyegqlqxCSh4JDG4/jQ10xXPG7ORPldjXWXVdKYLd2rSR9MDnIq5Jqts0YZLTazDkeX0qponi25stsVzsvUH9/qK6uw8TaBcF5p4xE+PuBKmNJI6FiXy2ZyMl7eyl1tEdQR82egHes7TxC19vJ8x0OBmuu1TUYtVlNtpFqSCuSyDGK53T7J4dURAudrnd7UV9KbIormqr1OpY7owPmHFc34uQDw5eYz/AA/+hCuluSV6VznizP8AwjF4T6L/AOhivBh8R9S3ocJ10OX/AK7L/Kqducr+NXEI/sGf/rsv8qzrJ8lx6NXZA4aujNROgq/D0rLS4RSAwYfhV23u7bODMgPoeKoyueueHiJ/C+ndDtVk/JjVm5sEmhZCowRWb4Imjn8PKiOjGOZxhHBODg10hQ9CCKpFXPObu1a3naJhyPSq9djrumCWPzUUZFcm6FTgmqTKWo6zUtJgd627X7RHp+pQ24YzSWriNQMktisa1fy51J6ZrobO7W2vonJ4zg/SkwKXgy2A0WUsyb3uC2wONwGAOR9RWpdphQSxXJxntz61V8U2MunT/wBq2P8Ao0LndNcICyK3rIo5AP8AeWksdcS4KQahEsMsi5UhwySL6qRww+lefUg07nbCakjE1bwgt5AZrDZDc53GDOIpD6rn7prl7GwuGuLm2lTypolw0cg2sDmvVXi8uMbRx2xVG90+2vwjTKRNHxHOnDr7Z7j2PFKMnYUoJs85SMxTRhlIzMuM/UV6sy5wf9sVweqaPc2eoWkkqhrfzEUSIPl+8OvpXfY9P7/9aG7lJWOU8Xc6Dc+hvYv/AEIV154rj/Fp/wCJHKPW+j/9CFdeT/Ol9gvdlHUji3bjjBzXmGpWUUkqHGG3ZBTjB9a9M1hitjIQecV57cESSoe9TBtSJqpWOculH22b/fNbOkj/AIl1v/u/1rBvGYajcEHB8xsVbsdaaHCTrwOhSvRhseXK1zqUWpNtQ2c8dzEHiYMntWgLWQxhghKVfMhWbOI8VLjUYWPeHH6mpNK50uIfX+dWPFdnO8kU6Rlo0Uq5HbmsuxvUghSJgVA79aibutBpWZomzi3B1BVwf4KpWcFjNez+eyyTeYf3b8Afh3q/HMG5BzWRcQot9ceeWi81w0cjjKHjoaUHrqFRaG5Dr1smqWEEUUflwy7ZZAMA54x9K9Q0+7WWHcF2rnAArwyFGQLcCHcqNyrEspweueo/HIrsNN8a21rZkziZZOCqHofo3StJGUGlueU0UUVsYBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFe0fD6zeDww9yAdsqAH8q8Xr6a+HMFnaeDdOFwVHnW6yEH1IGKqC99E1H7jXcoNHvhRGJLAcFxV+y8SDSVWF0kk7ZFdJe+HYZo98C4YjIz0IrktV8PX8DBjCShr0ZThLRnHGEoO9jsLbxLp8saMZhHIwztNVb7xHbAEi5A9BXnzW80QLOmHBxg9agmDsvyruPTmud4aDd7GyrySsaereKLXcWCNLIpzz0rinvPt947vwXbODWpJp0soZpkKxAElq5RpAl5iLkBsCuPFRUdEdGFfNJtnXSZjgixwMdKwr5yl05QnJPI7VuX0mLKPpwtcxcSbmJJya78NG1NJnn15Xm7GjaORMWKL0rZikPURoDXP2cvODW1DJgjnrXXGKZgm7ndeEJbZNNvyygSqhOR6YrB0VgbpmJ+8S1Vbe/Nmsm0E+cu081b0qOTyzKqAqoxmvLzGXJA9TLKfPWVzTuGDSYFYfi0AeFr36L/6EK2ic81geLZM+G7xO/wAo/UV4MJ3kfSzhZHBp/wAgW5H/AE0U/pWREtz87QdM4PStiL/kC3H++tUrLDCQqCBuOATXbSPOrK6RFA15POsOxQ7dDIQg/M8Vpx6PeMoZ1XH/AEz+f+VV35FQkbOV+U+o4q/QxSsasOhXh+eGRYznHOUIq9G3i+yOba+u2A/553O8fkTXPrf3sLApdTL9HNXIPEepQMCZxJ/vqDUtMtNdTd/4TzxVZ/JdssgxjFzbAH8xioT4vnuCWmsbck9TGWX/ABp1r4kW9AguYlWRuBzlWPpz0NUL63gVhNCvlq33uPlHvinGTLsuhu2F895G0xiMa5wATnNaC3TblJY5XpTbmxhsRFFbSiWAxq0UqnIkUj7w9j1qvk5rQm563pN0tzp0W75gyYOec1zeu+DTFHLNpEYe2dvMk04vtXd/eib/AJZvTPDGpeXarC/TOBXcbsqO4xUyjcIycdjzLStdNvG8N20ktrCdrTOu2W1/2ZV7f7w4NdGERo0lidZI25VkOQaua74cttXZLqJ2tdQjXEd1Fw30YfxD2NcMJtS0HURaLEkF0/P2Xf8A6Pdju0f9xv8AZrknTszqhVvudY4BjIIyD1BpFbgf7y1VsNas9VV1hJiuUJEtvJwyEdR+FTp0Uf7QrGWhutTlvFZzpYHrfx/+hCuuc8n61yfixcaRF730f/oQrrG+8aN4IuO5j63P5dpIGPUECuGU5kH1FdT4ik/dsPTNcnESSufWlBXZFV2Rzd5zfT/9dG/nVZRvJXHJPFWro51CUf8ATVv51FFGTKCOxzXoQ2PIn8Rr6H5ttLvhfbyTufofY9vzrubXXogoS9gMLY+8oyp98VgWWmvHIJIph5piZgv3WHThPXHcdKuRxpdxyKyqNgBVxxuBzzt6D8KU1qaQlYuSmGVnaF1KEnkVy9/o0crO6L5bHunf6iqt489hds0UmCDzg5B+oq3aa/G+1LgeXIeAexqkg51cw2iubB8lSwHpyKtR6hFJHtlHB6gjIroTHFcLlcEH0rKvdDikJZflc9xRyg2UxZIQWsZzFn+Dqh/DtVGaFoZT9rjaBGZT5kZyuAuP1PqKJLa90t2kT5ox1I6fjVmDW0OBOu0d8ciquRZSP//Z", "path": "030035.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030036
Women Tops & Tunics
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", "path": "030036.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030037
Women Tops & Tunics
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", "path": "030037.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030038
Women Tops & Tunics
{ "bytes": 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", "path": "030038.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030039
Women Tops & Tunics
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", "path": "030039.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030040
Women Tops & Tunics
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PqafpF5Jo+sQumSjYV19RWhDEVt892rOkTfqEAxyXAxWjtaxjG6kmj23RNQhvrZUDAhh3rRj8PXkRY2Uq+W/VX6V5rplxcadKJITk91PevRtG8YWksIWZ2gcDDK44/OvMceWR7anK3ukr6DMGVr+VWReRGgwCar6rcx29t24GAB/KpdX8TWm3ETtK2OAornYludRn8+Y/KPup2FRJ3Zd5PWRxXidZob+G7Mjxsyn5x/LBrOhv7i8nga+uJLi2iYExueMZ54Htmu81/QDq+nSxoMTR/NH9a8uaO6tZDFPG6Op44I5rsoyTXocOIhLmutmfTfw61Xdpsmhzvm4sAPLJOfNgblHHqMcfhXbYr5i8L+OH0q6tpJd6TWQIt3b+OM/ehf8A2e4PY19KadfQ6np8F7bHMU6B19s9q9CLujyZ03F6ln2xRjmlwT2NNZgilnIVQMkscAVRFh1H86hhu7a4/wBTcQyf7jg/yNTZ/OgLNAT2ptL1o7UEiZ5ozRiloAB0opMmlBPagBe1FIKKBiijpSe9Ln2oASl60metL3oAAKOnFHaigA6HFFHQUGgA70ZozRQAUd6DR+FAB0pc9KT2o7dKAKOhD/indM/69If/AEAVfNUNC58O6Wf+nSH/ANAFX6ACg9aBRQAfjR/Kil9KAEoopaACkpaSgAooo+lACY4o9aWkxQAUlOxxSUAJR+tHejnOKAEFFLj0OKSgBSBSdKXFFAAahuGCRndKsS93JxgVL681nT6PFdS75nZl7gnJP+A+lAHD+KNfsrO0uYdMM15dODu8r5Uz6s3p+NeC3Ml3qeqCKNfOup3CKkY4JPQCvYPipq0Fiv8AYemhI2Zd9yydfZayvg74eWe9vb6eEi9hISN3H+qUjkgf3u2axkuaVjeD5Y8xb03wtFpUmn6VEqu4miW+nU/fkPzFB7DpUXxTMcmuRxAAtGmT7DAArvrm2hg8UWsCKERHEv4LGea8k8T6kmreKdVnVsxx4iQ9QcHrTlohU7t3ObdNsaKByxwBWZABPrlsij5RJgH6CtW8l8pG28NjaPb1qnocXmeJNPQdC38xWUtmdEV7yOwhtgt0A3QirqWDq7FV4NXJbTbIpAyRXQW9srwo20civNk9T2I6I5+2013Yb66K1sgicDHFTJCkfYCp94AwKgbbKiQ7JyQKLu2tWj3zQQnbyWZRwPXNLfajaaZbm5u5Qidh1Zj6Ad68+17xJca03lIpgsweI88v7t/hXRh8LOq77I6KGFnWl5CeI9RsL2VLewt4xHGctMFwXPoPb+dVrTX9ZsLb7NaatdwwjoiSkAfT0rNpeK9ynTUI8qPZjhKKjyuKa8zS/wCEk13ay/2zfYYYI89v8aZPr2r3NmbOfVLuW2JyY3lJBqhmkNXYawlBaqC+5Doy0bBo3ZGHQoxB/Suu8O/EbW9DmSO6ma/suhjmOWUf7Ldfzrj6Qkk8UNJ7k4jB0K0eWcbn03oev6f4i08XenzB06Oh4aM+jDtWlmvmPRtZvdA1BL+wlKSr95f4ZB6MO4r6F8N+ILfxLokOoW427vlkjJ5Rx1FYyjY+LzLLZ4SV1rF7P9Ga+KTt3penbrRj3qTywxRRS9KACgCkxmloAO9LSZHNFAxccUCgdKKAFFJRijNAAaPejnNGaACg9aKM5oAKDnpRQaACgc0dKOtAFHQv+Re0vP8Az5w/+gCr9UNC/wCRe0z/AK84f/QBV/60AHWijGKKAD+VL2pKO9AAPalJpKDQAUUUD6UAHvR2ooHWgAoox78UdTQAn1opTn0pvOaAF60nIPtS0d6AE9u9FLSYoAO9HaloPPFAB2ppIVSxPAGaSWWOCFpZXWONAWZmOAB6mvHPFHxYvZryW10Hyo7Rcp9okTc0nqQD0FCVzpw2Eq4mXLTRjWVl/wAJF4vvr+6BZFuC5T+9g9PyAr17w5pK6et1fbVWS8IkbAxXz5b6xqdtJLJBfSxtKSXKYGc1MPE+vrC8Y1m92OMMPOP+RQqbR7EsjrNfEjvfH/iRdN164SOQG5kt/JQD+ANjcx/AYryFropJIysQC2cClupHebz5JHlkf7zMxJP4ms25kwcZ+tc02+ax57peyk4b2JprrzTtb860vDyPJq9vMi5KTqF98DmubDHPBNbelmcxnLkR5yAOCaFTc9DqwdB1qqij2CC3kmJZlI/CtSEmKLZt6d8V48JXHSWQfRzS+ZJ082T/AL7NQ8u/vH0H9m/3j1S81Sw0/D3l3GnogOWP4Dmua1PxwXUx6ZblO3mzD+S/41xwABzS1vSwNOOr1OilgKcdZak1xc3F5MZrmZ5ZD/E5z+XpUNGaWu1K2iO2MUlZCUUuKKZQlFFIfSkJi9eKBimdKcGBoEmLivQfhNrLWfiGXS3b9zeIWUekij+ozXn/AGrf8CyGPx3oxH/PfafxBFKS0OHNKUamFmn2v92p9Gc0oxRikxg5NYH56LyelJS/jSe9AC0dBSUfpQIXtR/WkzmloGLR2pKKAF7iikxRmgBe1GOaPaigAoxQKKACjvRxmigA5oo6CigCjoX/ACLumf8AXnD/AOgCr/XNUNB/5F7TP+vOH/0AVfxQACjmijtQAopKMUGgAoopelABnIpMUdBRQAZoxR0ooATtS5oPNFAB3pKWigBO1HFL1FJ2xQAUUYooAOKMUdqyfFGpto/hjUL9DiSGBih/2jwP1NBUYuUlFdTyn4neMZ9R1CbQ7KQpY27bZyp/1zjqP90fzrzdlLVOzM5LOxZ3JZmPcnqaYfSteXSx+g4TBww9FQj8/NkaioLmcIVTkljjAqZmCKcniseVnlu9w6k8ewqJy5YmGY4r2FKy3ZeuX2242qFbpk8nFY7YZjjP41o3U3CxjGQOgquIcoDjknArkW58qk5uy3ZHbW/nyhAuB3PoK6COMRoFUYAqGzthBH/tHqas4rtpw5UfW5fg1h6eu7AUGloqz0hKWiimAtFFFUMKKKKAENNp1IRUsTE60gWjJB5p2c0idGL0Oa674a6e9/44s5FXKWoaZz6cYH6muUjWN54o5ZRFGzANIRnaM8nHtX0N4O8M6V4e0/fpsv2k3ADPclgfMHbGOAPaplKyseNnOMVGi6a3l/TOjzjjrQKOQaKyPiQNH0pRRQAdT1pPpS0dqACijtQKACjPpRRQAZ4oo60AUAFLRQelABR3pOhoz7UALR2pO9LQAUUcUUAUdC/5F7TP+vSH/wBAFaFZ+hf8i7pg/wCnOH/0AVfHBoAKB7UUdTnNAB1oxgUdDRQAUY/OiloASijHNHNABR3opMUALRR2pDQAtFIMUvFAB3oo/nR0oAM+9JRRQAtcd8UQ3/CA323oHiLfTeK7Dp3rN8QaYNZ8PX+ncZuIWRSegbt+uKFua0JqnVjJ9GmfMeQBTM5NPnt5rW4ktp0aOaJijq3UEdai4Fb3P0eM1JJrYq37bYcd2OKoxxNuYk5C9TVu83NIqjooLGi32GPJHTj61yVneVj5fNJudflXQoNu83G3OegFadrblcPJ97HA9KW3tlUmQgZPT2q1WtOnbV7np5fl6p2qT3FFOpAKWt0eygooopjCiiigAFLSClpoYUlLSGkxBRSHpxSc460mIUjIpnQ0pdh1HFN3qR1xUtoltCFSzZrrfBXi++8NanBB5hk06aQLLA3IXJxuX0NclvGeoq7pdpcapq9pZWkZknkkAUD68k+1LQ4sZTpVKMlU2PqbGRkdKAOKRRtRR6ACnVkfn73EFL2oBo5oEHSjrRSUAFL+lFHagA60CjvzRn9KADGaKSlNABSdc0o6e9GKAAjFHajnmjFABRQOtFAARQeKXNJQBR0L/kXtMx/z6Q/+gCtDtWfoP/Iu6Z/16Q/+gCtDNAC9qaaWjGaAExR0FL9aKADuDRRSUAFFFFAC0gozxR0oAMUhzS0d6AEAo+lOxSetAB3pDS0c8UAIemKWjFHAoAToaU0lGe1AHFeN/Adl4itp72CPytVSMlHTpKQOFYfpmvAWzGW8wbSpwQexr6j1vV7bQdGudTugTDAu4herHoAPqa+W/EF++p6hdXrRLH9pmaQxp0XJ6VcXZXZ9Jk+JqxpTvrGO3r2KUsqOkj5yDwD61FYozsc5Cjge9QpCXmWMH5V6itVEEIAHSsoLmlzs6cHQdeq8RU2JVFPApBTq6UfRpBS0CirRQUUUZoAKKTNGaLgLRRmigApKU0lIQjdKBQ3Q0DpSF1AjNMZQeoqSkNDQNXIvKX0r1T4MWED3uqXzIDLEqRIT/CGyTj8hXmB6V7L8GrYx6BqFyRxLchQfZV/+vWckkjxc7ahhWl1aPSqKKKzPiQxQKPpS9KAEoBoo7+1ACd6XtS9c0lABRijtRkYoAMn0oziijHPtQAd6X2IpKKAA0dqXpRQAlFKPSkxQAUopMUUAUdB/5F7TP+vSH/0AVod6z9C/5F3TP+vOH/0AVodKACjtRRSAMcmk/GlFL1FADaWij2pgJ3ooz3o7UAHSgUfypQM0ALQBS0UgEx2pMU6jpQA3FJTjSUwEooooATpRS4oxQBzXj7TbnVfBWoWlnGZZyqskY6ttYHAr5wurWWGV4biJ4pF6o6lSPwNfWhyBXzv8SHeTx/qYcEbCirn+6EGP61Uex9BkVZucqNtHr+hw1lAVdyR0PFW2++BUiqBzULEmQEdBVNcqsfTwpKlBRROKdTF5p9aI6UFFFFMYUUUUAFFFFABRRRQAGgUUUgEPQ0KOKG+6asQWF7Na/aorWWSDJXegzyKTkluQ5JPUgptOb5GKupVu4YYNNp3He4HgV9FfD/TG0rwVp0LjEkqGdx7uc/yxXguh6ZJrWu2OnRjJnlCn2XqT+Wa+n0VY41RBhVAAHoBWc30Pl+Ia+saS9f8AIdSUvajArM+YEIozQPWigA7ZoxS/Wk6GgA60tB6GkNAC/hSHHpS0lAC96KDRQAUnWlooAM8UfpR2o70AFJjFOpKAD9KOlFFAFDQf+Rd0zH/PnD/6AK0Kz9CI/wCEe0z/AK9If/QBWhzQACjBzQKKQBnmiik4PegBeKQ0dKWmAUUlLQAuMijFH40tIA70tJRQAUUUh4oAKTFLRnpQAnSiiimAnelxRRSAMZ4r5r8a6kuseMdSukULGJPKX3CfLn9K+lD3z0r5pt/D97rOs3iwjy4BcSZmccY3HoO9NSjFXke7kXJGrKc+iMTIC1p6P4Zv9ZUyxjybftK4+99B3+tegWfgzRbOBfMthcyjrJMc5P06Va1q+TR9BuLgKFKpsiUcDceAB/ntXPPFczUYHvVMdzyUKaPJDH5UkkZYNsYrkdDg4pKReFpa9BbHqxVkFFFFMYUUUUAFFFFABRRRQAUUUlIANdz4QmSTQxAz/Mk7/gDg/wBa4Y11vhaCePTftRH7h7ho1P8AtBQTXJjFekzhx7Sp6nYS2NtdbVngjmHbegasjVPDWjmIsLJYm9YmK1u27fKOabfx+ZbmvEjVqR2Z48as4vRkfwu8OWMN/e6nvle4gPlRhsYUMOT9a9S6V598MjtfV488742/Q16Cc17VKbnBSZ89jakp15OTuH1o/GjFL2rQ5Q4o7UUUAHNGDRRyaAA0dDRR7dqAA0cUZB4ozz1oAOlGKDQKADHvR/KgUtABx60lLSUAA60fjR9KKAA/WlpPSjOaAM/Qv+Re0z/r0h/9AFaFUNCH/FO6Z/16Q/8AoAq+OaAF6UUnagnigBfSkoFHHTNIAo60UDk0AAPpS/hScDmloAUdKKTtS0ALSZ5opKAFpM0ZooAWk6UHpRQAUfhR170CgAxijpSUtADJ5Fit5JG+6iFj9AK8s0iYXCtNjBclq7zxXdG08MXzg4do/LX6tx/WuE0eLyYVX0FcONltE9PL46SkasnQVwnxDvSZbHT1bhVMzj36L/Wu4kf58V5V4ruftXie9YHKxkRD/gIwf1zSwUb1L9j3cvhzVb9jHFFFFewfQhRRRTAKKKKACiiigAooooATvR3o70gpCFJxzXsNhoL6d8MLIzRlJxN9qdT1Afj+WK8msbY3mpWlsBkzTpHj6sK+k9dhB8O3kQGQIcD8Kwrq8Wj5zPcQ4yp013uef2suGCmtCaPNuT6isi3+adK3mI+zn6V8+0YMZ4BUxa1qadA0SN+pr0CuE8EkHXtQ6cQL/wChV3XTrXr4b+EjwsX/ABmLRmk7ClxXQcwUGg0dqAFFAzik7UdKADtS0nTpRkE0AL2zSfSjij8KACl+tJS9KADtS0lGaADPag9KM0n8qAFFBpKPSgApaO1IKAKGhf8AIvaZ/wBekP8A6AK0O1Z+hc+HtM/684f/AEAVfoAXkUUUUAHaikyPWlPrQAn0paM+9J3oAWgdKSigB1BPNNzRz2/KkA7PFJmgc5o/GgBTSUUZoAWik/GigA9qD7UUfjQApIopKQkICSQABkmgDkPG9z5rWenLzlvOkHsOB+tYdumzgVYac6pqlzfnlWbbH7KOBTvLxJwO9eTXnz1Gz28PDkpJEVw4gR5n+7Gpc/gM14y8jzyvM/3pGLt9Sc1614oYweG9QkHXySv58f1ryMcIK9DARtFs+gyuHuykFFFFegesFFFLQMMUlLRTsAlFLSUhBQelFBoAaKBQKBSEdH4FtftnjnSI8ZCTeYf+Agn+le/6w4TR7xm6CJq8S+FkJl8dQOFyIoJHJ9OMf1r2LxS/l+Gb456oB+ZFYVXoz43O5c2MUeyR59YjdPnsK2JTtgJ9qzdOj+UH1rRvSFtjXz7N30RJ4GYvr+pN28lR/wCPGu+rg/h+udR1R+21B+prvPpXsYb+Ejw8X/GkHWij8aT1rc5h3U0Gm9s0tACg+9J9aOlJ3zQAp6UCkPOaBQAuaUUhNANAC0uc0lHWgApe1JxRQAZo59aTpxQDQAueMmkyeKMUUAGaUUntRQBR0L/kXtMA/wCfSH/0AVfxWfoX/IvaZ/15w/8AoArQoAXpSd6O3NGeaAFNJSZOTQetAC0Un0o9qAFBNA9eabn86XP50AL60d6OOveigAzQOlGPejgc0AGaAaDijjFAC96KQGkzmgB3akFHNFABWL4svfsXh+cK2JZ8Qpjrluv6ZraxXEeMrrztWs7IcrEhlYe54H6VlWnyU2zbDw56iRU0+IRWyqBgYqyygHNEK4QY9KivLtLW3eR+iqT9a8dantN6mF43lj/4Re7jDDflOP8AgQry3jFLqWsXmqapeHzGWF5MBc8fSkFuNvmqsjx4+6Dzn/CvdwVJqmdGEzihhouFQTiirEVgZAmy4Cswzh1PH4imy2lzDndGHH96M5BrsdOR7FHNcLV+GaIaWm+YAcNlT6HinbganY74zjJXTCik6UZpXKuLRSbhS5p3Q7iUhoJphf0qWyW7DhxS03eAMmuu8A+EG8U6kZ7hSNMtj+9IP+sbsg/rSbsjmxGKp4em5yeiO8+EmgvZ6RPq1xHtlvWAiz18od/xNdN4xlCeHpE7ySIn65/pW5FGkMaRRIqIoCqo6ADtXM+N3/0Gzj/v3H8lNclZ+5JnwjrSxOK9pLqznrFMLUmotiHHtUlouFFUtRbcjn0rwuh7D1kbPw9QmLVJsfemVB+C5/rXbjpXL+A4fL8O+aRzNO7/AIDgfyrp84r3KKtTivI8HEO9WT8xccUfzopPpWpiFLmkxmjp0oAB9KM0uTik60AHQGj0oxR/KgBaKMUgB/GgBRRmkoFAC9aPWikPAoAXNJRRjH1oAM0Z5FGaOgzQAvc0DpRnijPFAFDQv+Rd0z/r0h/9AFX6z9Cz/wAI9pn/AF5w/wDoArQoAD6UtJSd6AAmjtSGl4oAKKCaKADpSk8Ug5pe9ABml5pvvilPBoAKWk70ZoAXtSUGg0AKDik70UntQApP0xR3pOaUUALxXmepz/a/F9++crHIIl+ij/GvSiwUFj0AzXlGms1zfS3B5MsrP+ZNceMlaCXc78BH33LsdLGPkrA8Sy7LKT6cV0P3I65DxLOXQxKCzNxgVy0KbnNRR11anJByZx1pp0axv51sVSQ9RMoDj/PrTm0+OCffC7ggbVhl+XHsD0xU5Q2KFoXYBBhY35B/DtUVvIILnznRpCIlZo3wYyTnt24xX1cKfKlE+Uq1HJuQ248uCPbOAsuPmfYQ2fp6VXdJIiSrllI78j/61XbyRL2IpFuV2GUVxuA9hn/GqP2SYXSwCXCbiSUO5Xxxj/61Xfl3Jjdq6YgUQ2UssjAEAsVYBx/nkVQsrZJIMuhcnncjYP5VszKTIsQD4HJKc4x04x3OarbI/KLzBFcnpgqfqaUIxerOmOPxNFrkk0UHsZftEcaMdrnGXwCP8aZd2sls0hU740JBYjHT6ZFaViwmvIwN4VQzAffBwM1fNrYTaNMizfvdwGWGGyeSSM4xzXPWjGL0PYw2e4xr3n95yRl25LDAHftVq1hluf8AV7Qo6ljgVNfWTSI0aAkY4JRsEirskSiFGJIG4ZAHOMf/AF6mNNN6HVLiOvGFrK5Th02e6B8uaDI6gkg/yqzb+H3lY+bcbEHcIcn6ZrUtLby4FaBWkB+parQtALbzpixyehfAH+fat/YxOGfEOMkt0ZSaXYwo7KrSsnGX5P6cCvSPhbcB77WLeLaLeOK2IRVwFfad3Hqa4acwxRHZIzPjhI06/wBa9F+Fll5ej39+Yyhu7gYz3CKF/nmufEqKirHJ9arYiTdSVzviK5Dxq2ZdMTPV3b9BXXjJrjPGB361pkWeQjtj8QK8zEO1JnThV++iVIBtjJ9qyNVfy7Vj3NbmwCMisjyPt2uWVlyVklG76Dk/yryIx5pKJ7U5qKcj0DQrT7DoVlbYwUiG76nk/wA60D9KTgD2pR2r3UrHzzd3cPrSmk7Up6UxCdKO9FJ1oAO9KM4pPelHBoAXtxRilA79KXuaAGj2pSKBSkelADelFKc9KCKAE/rSYpelH1oAO1JmjNBFABzRjpRR6c0AFKMAUmeaKAKGhf8AIvaZ/wBekP8A6AKv9qz9C/5F7TAf+fSH/wBAFaAoAKPej60Z5oADz0o6Ud6O9ABmj60n40fjQAUv1pBSnFABRmijjOKAD+tLSE80ZoAOtGKMigntQAdKWkzxSCgBaOgozR2oAoa5c/ZNCv584KQNj64xXn+gwAKpxwBXW+N5vK8L3C55ldIwPXLD/CsTTLfybZM9cZrz8ZrJI9PAq0JMnu5fLiYk4GK811rUPNvxIGeMKTtkAyPoQeP1BrsvEN35NpJjlmG0CvO55Mu2G4BxXXllByk59jlzOtyQUO417kSIwe4DSD7rlSM57HqKjuL+ZS8YSBlPVjJjP4UogRjghcHk8YpJLVAcmPKjtk173s5png88Lajbe4hUEn57j7qhSQi+/PWrUrARRpFJKjAZZ1bnd2IHp+tUljiAx5bKc0jFo3GQzDv7U/Zt/EJzS0iXLczRTvJJKxaTAJB6YHFF08rxBHPmAnljw2P5VEsqkHacj3qRpVaNkY4G0nIrRRVrGfM73KNptti1zEhDIjL844OeOq1UlubghjJuJb72G6gdOorXjhQWyhZECjgGTgGqE0fnSKn8AJ5HUVk4KzNoVG2kypIWlwX89hnA+cYrTgt7iSxDbJSrLgAjncPfPXilFhm3B3fPjr6CrVkpj2QM7eUg3OVkOCRyDj1qZQaSaGqi5mjW0mwuZIk84yACMqAWXOD7c1fGl28SiM28knOf3jjA9h7VhpcyyPEq3hRTGOFjBzgkda144mKqTclsDq3/ANaklfUG2nYsPHEsRAgiT8M//Wrvvh/dRy+H3tkRUNrOyFQOMH5h/OvPzsxtEgZ8cDOK7H4bM/kaorhA3nIRtbORtxXPiV7tzow7947rviuH8RMJfF0K9RFCo/Ekmu3xmuDu3Fx4ovpeoVwgP0GK8jFu1M9bBK9S5JcMAhxTfCVuLnxFcXRHy28WAf8Aab/6wqK7bCH6VueCbfZpU1wRgzzE59l4H9a4sLHmq37Hdi5ctJ+Z0mABmilwPxoxXrHjCUv4UlKPegBOv1pOadjmigBMcdaXHpRS0AApRSZoz6UALR0oz60lAAT3opD0pKAHfSkJyaQ0EigApOtGc9KPpQAtBoBoPNAB0FJ1peO1A6UAZ+hf8i7pnvaQ/wDoArQHvxWfoQ/4p3TD/wBOkP8A6AKv9qAFoo/Gk9zQAGjPtRmk6UALkUnSjNFAC+9GaSlJ5oAWjvSelJ+FAC55ozzRnijrQAfhR3oNJnigBc0UnFKaACikzzR1oA5nxhiY6fa9vNMpHrtGB+pqmT5UGPak1SU3XieZM5S3RUA9+p/nUN/JsjPOOK8qvK9RnsYePLSS7nH+Jb1mmESHlVLGuRyzyZIrS1G4M9zcyk8M+AfUCszbubI69K+ky6lyUV5nz2Y1ees12LSMUJPGT604yZHK546jmhDhRnB4o8uMncM9O3FegeaQlnLZUK/PQcGkYuyncmCex7VOUSReg4HU8Go2JB2qrbSOjDn86dgIRGO+R/Wlkt98LHOORgio2l7A5HTmlJJBUMQtDAWRfK2AZZX7lcgf4VAUDTEqDgMdpBxVhUMtzBCDvYRBiecjPPSluJIIHSESAOo5A7msW7o1irMr3E7Fiu/Z24ot7dFj3G456HFML2+f3m5uasxtYldu0EflzWvQytdkHlm1Iw3mxht2MkEfQjp/KrsOowgbWeRM85wD/WlQ2aMwA5PvUkbRF+AB3rL2b6M2VS+6GvfWjJkPIWPc4z/OvQvhHIrHVgnIPltk/iK4Bo7YeoHXg13XwrmhTVL6KMYMsCsf+An/AOvXNiYSULs3w84udkeou4jRpG4VQSfwrz+z3ESzH70rs5P1Oa6rxNd/ZNCnYHDSYjH41y1tlbaP1xXz2NltE+hwENHP5DbvJVj6Cu00SD7NotnEOMRgn6nn+tcZcZZCqjBI7138ShYY1HRVA/SjArdizB6RiSUDJzSZ4pa9A80MUuab+lLQAUc0UGgA4FBpDzzS5oAO/NHvRnpxQD3oAMHFHWigDjrQAhOaSl+nSjvigBOcUCkpx6CgBMdxS9qKT6DigABxQB60d6XHrQAmKWncUUAZuhD/AIp7TP8Ar0i/9AFX+vFZ+hnHh7TMf8+kP/oAq/396AFxSE0Zwc0cZoATtRRijrQAfjmkHX3oz0oBoAXOByKKQdetKDk0ALSUmaXNAAKUHjFNB5oOOtACiikBpc+lAC9gaSjtQPpQAUvTr0o6HpWbr941joF9cpnckRx9Tx/Wk3bUcVd2OUsn8+5u7snPmzO2fbOBWZr1xKIBFDkzTMI41HdieK0dIAXSkHfFSaJYDUfE8U8gzDYr5gB/56HgfkMmvLhH2lQ9ipL2VN+R5hqdiNOvriyEhfyHKknue/65qrErFgFPP0zWhrLebr+pMTy11Jz+NRQx7Rlevc19dRXLBJHyVZ3m2MbcfllgbHQFBVXPJEcyZ/uv8tbcULcM2T/SrLaes3Loj56gjNa8xi0c7++K4CnGOoORUZe4DD5XOOcVdvNGjiBe3MkRHeNiMfhVMyahbHBcXA+mGq7kkfmIx+ZWHfpRMT5IWNSxdwvB6ZpTqStkSx7W/wBoUPI/lb4l3RjJOD909v51FSVotlwjeSQtrqQQzSlEjj3Eb8/Mf8isxFzK5Vs5PX+dKts7RFVOFdtxJOBj8f6VPCkQUKCXJ/urWUPesbSXLcYIC3VgCfWpBbHIAZc/WrccBK/cH1brU4iIIOV9+K6TnsUUsLncxWZBn1FTwW08bEyS7x24xVpQM8Fc0fMec1LsAAY6ZNdx8LHQa7fiRgJDAvlKeCefm/pXDliDkHj1NdD4TsJWvW1NTJGIwVVhwHyMHFcWOqRhSbZ2YKnKpVSid14vvY7ye3s4zvSB/MkIPG7sKqxcw9OSO9LFABHgL1NSlNi49q+SrTdSXMz62lTVOCiiuzb+e4IFegKPlH0rz4L++C+4r0AdB9K7MF8LOHH/ABRHfypDmjPpRmu488M9qWko6igBc0m7uaQH8qP5UALml5puKXNAC/SlpvpiloAXvSdqSlzQAZ4opOaOlABil7YzR9aPxoAPSjqetHfijNAB3p2M02nfSkADnuaKB7UUAZeh/wDIv6YP+nSH/wBAFaBrO0L/AJF/TT/06Rf+gCr+cUwFNHf0o/Gk9aAFpKPpS9qAG4o79KXvRQAg44o4pcetJigBe1IeKO9BoAXNA6dOKbn2o5oAdnmgU0Uvf2oAcBilwabnNGe3NAC55rnfGs4TQvso+/dSrGB7Zyf0FdGa4TxVO154jhtlb5LRM4H95v8A61Y15ctNs3w0OeqkOsUXBA4XGMVq+FIfJn1LPUypj6YrOs18sAHqeta+iErqc69VeMMfqD/9euLCaSO/GXcGeJ3uTrl8T0NzJ/6Eav26jgYHPWqOqqYPE+pQt8oW6k/nmr1o/mDAPAHPFfV03eKPlqitJmnFGnAGMkc4qyo2ZHBx0yahgTaVGePerSquTkc1VzOxTuYUVMgD061kXEKF8IjEjnANblwN0XuKxb1VCkKrbgM5FVFkMz5oY5CRIvf+MVXl0xVhfZJtBGSvUfpSsZM58xjk9G5qreLLHExQ5QqQwJ4FOfwsI/EhTpojVHEqFQBwOKsxYQcfpWbbvvI3nJPQYrSjDBRnmqhsOfxF6xiEtztdcqOTzWv/AGVCOdg55xms6x2iTLED39a3Yp4iAqK5OPyqZNiRSWxtWBQooB7g08abDswDt9/WrTxMRuVWX/gXensxWLrk+/SpuM567U25MZBZRjkV3l7PHpfhpJUUKdqog9zgCuG1Od2Xyw23Lrgge9dhrsct3YaVbgDy3uVeQ+yjP88V42aNtxR7uULRs17WUxwFmI565omnwhOwZJwKytYuGD6XYxf6y5uATjsijc39KvupmvIYxnYgMj+/YfrXivQ9zqPlCmZONuByR612tu4lt4pP7yg/pXGQBZ5bk7s7CIgMdGPX+ddnEgihjjGcKoX8q7MItGedjnqiTpRnNJniiuw4Be1HrSdqQHigB340h4/Cjij1zQAZ44pcjFJmlzQAYoHFA96PagAzgUucAUlJ7UALS+9J170lADs5pM4FJS8YoAO2aX3pDRmgBTzS8Y4pBS5zQAuaPpTetLQBmaH/AMi/pn/XpD/6AKv/AK1R0PH/AAj2mDv9kh/9AFX+1ACGgjvmlHSigBAPlpQPelxijFACHNHSgj0pM0AGKOlL2pM0AFJRweO9HvQAUY96PTilHNACdvSlxkZpPrS0AB46UDilHTNJ7UAJI6xI0jHCqCT9BXntujzXc97MPnncufYdv0xXYeIBKdCvPJ5cR5wO47/pXKTysNDaeKQptQsSE3dvTvXHi7uyPRwEVrINPvVuGbnBjcow9xXQ6Bma8upjwqARj69f8K8z8Hale3V/drftyxDJ8m3ivVNAAWwkI5zKxrPDR/eGuNdqZ4/46tPsfjm/AGBMyzD8R/iDVK0dQ3zH0xzXT/Fm2MOtadfKOJITGT7qf/r1yVmwY7hjPvX0mHd6aPmq6tM6O3fEeeoNWCxBHWs+CQmIY421eDF0HODnvW1jESQsrHGCKoXWTubkkenatCRthxwTVG7RQfm78ZpmbMSd8k5HHvWVqglTTpGQbtpDN1GB61qzAKw5HvUNvDcX0ptYUVpZvkRTwCTxVztyMIfEjKsItixkku2CSB0+ua0Y5NzkdPQGq1tbz2Mj2VxG0c0TbJIzwVYVcj7nGPrSoyvHQqqrSLtsoGN3IzzW5bHuMjIrDtid2CuM962bZsKuBRMjoaalTGMkgnqKrzKuw54waVc4BPXPJoJBRsfgTUDfkc7rSDyC+WGP4l4wK7fVpVhawtLeTeYoy+WPJBAxmuS1GHzbd4+hI61zena3F4dt79Lvz3vXcNbAqWEnGMMxPAFebmNFzipI9bKq6pyakd1Z6pHeeIp5nOVso/s49N7ctj8MCtaPV41a4kGSBhMgdMcmuR0l30vQFGzzLy4PmHjO6Vz/APXrpdI8OavJHDam2K2wOZpHIyx6/jk14vI27JH0HtIRV5M3tBieee3BHDuZ3H8s/pXZ1naXpi2ETE4aZ/vEdh6Vo/Wu2lDkjY8nEVfaTuthe3FBPtzTQTS5x71qYC5oHNITR0oAUHJoz9KTJwcCgdOlADhSZpPpRmgB2e5ozSA/lRnmgBc+lGaTuMGgHmgBehopOvFGTQAvXtRnikpOvNADs0Ac84pKM880AOzS00dqUCgB1GcUmaM9s0gM7Qh/xT+mH/p0h/8AQBV7NUNC/wCRe0z/AK9Iv/QBWhTASlHrS5zRQAUd8UtJnFAB09qb3pWPFMzz1oAX3pKOvNGSKAFzRmkzRQA7imn0FBODS5ycmgBMijNIaPrQA7PFFJnHFJnP0oAGCsCrdCMGuFexd9Ov9PSZopYC6owPp0+oxiu6HSub1nT5IL6S/jTzLeVQJ0HVccZx3GKwrwco6HXhKihOz6nnelWU1prckcru9xIoOFHbPGBXqWgB4oJon3ZVweRg5IrhtTsriw1a01uyDXCRJh4x/HH7H1H9K1dI8UT3FxLeLA8VrJjCt83T1x0Nc9BqMrs7sWpVIWQnxVtfO8PWtyBzDcYJ9mGK8xtSwQAdzXtHjW2+3eDb4AciMSr+BBrxS2Y7Nv6172EfutHzeJXU3rcLsAJOauK+Pk98Vm2sh2Z2g4PQ1db5gD0NdhyXRIxHVc+nNVron17dKeVZoznj6Uy5XdHkEDFBBizKSTnqOav+EoxN4r0xTyDODj6c/wBKp3ePM4+lbXgSLf4wscLwhZsjthTSrO1ORdJXqI0vihof2bVbfWoI8rcr5UwH98dD+I4/CuJQtjLlVJx8oPSvcvF2mf2t4XvbdRmQJ5kf+8vIrwoKj8oOfUDpWGCqXTibYyGqkXYJRuUHNbFszcEDH48ViQMoKnAzW1atjjkntXXI5VsaS8rn9KkQKMrnjae1RxqBx07GnKw3DscVBaVipcRg9vpWNqejwXkDK8eXP3T6VvTAkbs8CoMH60mk9wvZ3R23w4t3/wCERtmuyJZ42eIEqPlUHAH5V2QA9AK47wBNuhvoM8I6uB6ZHP8AKuyHWvIqR5ZNHqU5c8VIQjrTc/pTzxTMVBYmc9KWkxwKUUAJ24NLmkx6UYoAd1ozxSZxRwetACmikooAXoetApM5xRmgBc0oOKSjPAoAM0DBFITmk6CgBc80ZJo60UAL2o6dDRjNHSgBRzSjk00cmlPSgBaD1BpB0oJ5wKAKOgj/AIp/TP8Ar0i/9AFX+9UND/5F7TMf8+kP/oAq/nNAC8UYpDnqKQtxQApJpufegn2oHJoAOlIcUvSmnrQAZo60melL70AB4oGaM80n4UALmjJpO9J0BxQA7OaSkyaUdMUAL1o/Gk96cOlACUY55NKRRjtQBjz6OsbO9rjY5y8J+7k9SPSsk2zWcbA27xvuIUEcPzxyO9daRxS45rKVGMnc6YYmcVy7lOa3efSpLabBeSAow9yMV8/BDHK0Z6oxU/hX0X05NeF+JLP7B4ov4AMDziy/Q8/1r0MI7SaPNxS91MLAbkIz7mrxIL7fTpVC0yowvVq0AhxnuO9egcDGMxVcj8CfWo5DuhxnLDnAqy6HZz1Hr0qu2MZ6DvQIy7zacMMdOTXSfDaLzfE7Sc4igc/ngVz1wmDwBj3rs/hfBi81GUgcRque/JJ/pWWJf7pm2HV6iPSj0wenpXgXiLTjpfiG+tGZ9qSExKDgbTyD+Rr373ry34oad5V/a6ggwJkMbkDnK9P0P6Vw4WfLUR2YmN6bOIh4Ydh2Fa8DHfkdOtYcbYI4PHrWrbSF9rY59a9eWqPMRuwtkfeBpd37z371WtXDbec9Rj0q3jDgjvWLZaI5EOCCCagxtBx2q3Kdqg9aqZHXd700yWdN4AlxrOoxDoYEYfma9B6V5t4AnU+IbpO5g/rXpVeXiFaoz08O700IeaYacTxxTaxNhD04o9aKKADvRQaOlAB070ZpM96OgoAX9aKTOaOpoAUZo47mj2pPagBc89c0metGB2o6c0AL3o/Ckzx0o6nNAC9O9HtRSdaAHZ6c0dcjPNJnPSlxx7UAKaKSgZoAd0FGRjim5FGcUAU9D48P6Z/16Q/+gCr341naH/yL+m/9ekP/AKAK0MgE0AKabkZoJ60g6ZoAdzSd+tIOnvS5/OgAzmkJ9etGfem55460AL/OjPGaTOT0zS+1ACfWjPJpaTrmgA70H260DpQevtQAds4paSlBFAC0vFJ0pf5UALSmm5ooAUijHWk7mlzigBnT868p+JNp5XiGG5XgTwjPuVOP8K9XOO1cN8TbMyaVaXSjmGUqx9mH+IrahK1RGdVXgzz2FvkU859u1accpaMZA61jwt8oB9etakDZx2r1Ty3uTO/y5/OotuQcnj0qWX5o8AAAnqKqI5G4HseM0CK9wpcA5wf0ru/hlGEi1KQd2QdfrXCTkgj0r0H4aAHT75h/z1UfpXPiv4Zvhv4h3PbiuY8ead/aPhS5IXMlviZcdeOv6ZrpjTJI1mheJxlHUqw9QeK82Ls0z0Wrqx87BCqryeR1NXrNeOM9ciotQsH03VbyxdSDDKRknqO36YqW1PyjFe5GXNFM8eS5XY3LcCMbh3IyKukZHA4JqnbldqsM8jmrwBVdwOQe3es2UrjZMbcZwKozrhiFzjHWrkhGMAgenFVFP3lySPc0RBmv4AXHiicAdLc5/MV6dk/hXmXgHI8TT85zA2fzFel5GK83E/xGejh/4aFOcHFJRnFJ3rA2DGc0ZHpR3pBQAdKXmkbgfWj8aADvzR2oozx1oACefeik6Gl7UAHvR29qMcUmaADmlpO3BooAWjIBpOMUfyoACaOtHftR19qAF7UA5NFFAC0d/ak69qO1AC5opBijse1AFLQyB4f0zv8A6JD/AOgCr2evpWfoZ/4p/TfT7JF/6AKv5oAByaM5pO9Jk4oAdmjNNzzijPNADqSkHHGaM8c0AL0FJRkmkzzQAuaU57U3PFBJoAU9KKTtQf0oAWl7U3NHUUAOGOlLnBpnalyMelADqM00njrR0HFAD80d/amg0Z59qAHZrF8WWf2/wvfwqMuI/MX6rzWxmkkVZY2Rh8rAqfxpp2dwaurHz1DLzz2NakTHBbsRWfe2pstUurY/KYpWQj6GrkedvQ+4r2Iu6ueTJWZcBO0YOeKjB8xs9+1KDuZQTgdKCm35R34qiCC4UEqDXf8Aw340q8/66r/KvPpCQACK7/4cHbY3yf8ATVT+lc2K/hnRhfjO44pM4pM80hPNeaeieWfEfTlg8QQ3oAC3UWCcfxLx/LFcrbHnHBJr0/4i2Yn8OLcgEtbShuDjg8H+leX2+VchcV6uElzU7djzcUrTublmSQBjoPyrSDEqM9uKzrbgqexGPxq+oGwYzz+laSMY6jWxk4qpONrFh0x0q4wAUkelUZwSFyaaKNrwAP8Aiorj2gOCPqK9Krzf4e863eEYysOP1r0fNeZif4jPQofw0LRSA0ZrA2FzR0NJmjNAAaOgozz60ZyaAFPTFIf0pe3vSZoAKB1oz1oBFAC0lJnmjPNABxRSUcZoAXmjP5UmaSgBw5pc9qQUmfzoAWlyBSe9H5UALn8qO9JzzzSZ5oAdR3o7UHGKAM/Qz/xT+m8/8ukX/oAq/nn+tZ+iHHh/Tf8Ar0i/9AFXs0ALzRk4pPwozjigBemaTPvQaTqKAFz7UA0h6daKAFzzRnnjpSUZ9KAF79KCfam98UZoAXPvS9+9NooAXtSg8UlGaAFz70vam9OKWgBeKTPSjGfajtQAv0ozQKTpQA6jsaaTR360AePePrL7N4rmcDAnCyD8Rg/qKoW+GjGeTiut+J1r/wAeF4uM/NGf51xdnIQACTntXqYeV6aPOrq02XYxwR3HNEo4yM565FKCSSPX9KcfkHIJz3rc5yjKSc5zXoHw6GLW+553p/I1wky7hnGDiu7+HQxZXw/6aLz+Fc2K/hnThfjO3/Cjmm5o7V5p6Bn+ILYXnh+/gxnfC2B7gZ/pXiEQIKZ9unavfnUSRlCOGGPzrwiaL7Neyw5yY5WQ+2DXdgpatHHjFoma1sMrkEmr0bEjOOM4rMspGMZQ9OtaCluTnOfauxo40TP6AVTuWxHtI/CrYJYckE4qjOxJPHXoaEDOg+Hik6hqDkdI1A/OvQfpXD/D+La2oyY6lF/ma7cEc15eId6jPToL92haCeKKbmsTUdnPNKTTc/kKM9qAFzxS56U3JBoJoAXNANHc56UlADs0meaT8KOlADu9IenNJnigHpzQApo6c+tJ9aByKADvS0HpR+NABnFJRwaXAxQAelJnk8UcUp9aADvRRmj+VABS9eaMcUA5oAz9E/5AGm/9ekX/AKAKvVQ0M/8AFP6b/wBekX/oAq9mgBcfnQM0GkzQAuaQUmRRkYoAU9fWjmkooAOe1IKKXt0oAOtFB6A0mBQAvUEUnGKX3zSE80AL9KO3Wko/CgBc0e9HbtSenOKAHZ4o78mk/pSUAOzRnFNoGT0zQAoPNLyKQcA80ZoA4/4jxGTw7Ew6pOP1BrzS1YEAEc16n4+AbwuxP8MyH9a8lt32sRzjNejhH7hxYle8bKAkhux61I3zIDjA6VBG3yIAR1q0kYZSuc966jke5A6fu1BNdx8Plxp94wPWUDH4VxF0THERmu98AIV8PM5H+smY/lgVy4p+4dOGXvnV5IOaX6mm575oBrzjvHZxXjXiaL7L4nv4xgAy71GPUZr2M/WvLfiJAsHiCOYkjz4QQMdSOK6cK7VDDEq9MxrZ9hyfT8q0on4LDuKwrecA4b/GtSCbDYGMYr02jzUaIAblRxjr71WddwII5FTQNlsjpSXAG8YOM1JZ1ngWMpp925H3pgPyFdVniuc8Ggf2PIe5mOfyFdGPWvIqu82enT+BBmj8aQmioLFzjrRmkz27UtACij60mSaAfWgBe1ApKKAHdfxoPAxSDoKM560AL1oz0pDzQD0oAU0Zx0pOtGT7cUAKDRmkz+dKKAD3o6HJpCaM5NAC4wc0Ug+tLQAUooGMUmRigB1GR06Umc0dqAM3ROdA03t/okX/AKAKvis/RD/xINN/69Iv/QBV/t70ALnPejNJ3ooAXNHekxx1ooAXApDigdaQfWgAHBoJPWjoaOnNAC+9IKM80UAH1/OjNGe1Jk4oEGaXNIT7UUAGeaASeBQeaOaAFpM0fjRQAuTjGaTNJ9KXtQAUUlFAHN+PCT4WlwB/rY+v1rx3zGWUseRmvYPHn/IsSdf9an868cPLnHqeK9HB/AzixPxI2LedSyHGavxsdu7/APXWTb52KB1rRj3gAbTj1NdRy9RbxsovA59a9L8IReT4Wshggupfn3NeX3kg+70OOa9c0WMQ6HYx46QL/KuLF6JI7MNuzRzQTxzTfpRxmuE6x2ciuD+JkH+h2N5g4R2jbAzwRxXdduKwfGdmb3wtdhRl4gJVx14/+tV0pcs0yZrmi0ePRy7WPGPWr1vcEkcDis10KEE8HHQ9qs2zcjH0r2+h5GxuQzhXwSAB0NWZXLMD2A61lo+HXHT2q6j8D6VDLTO48FuTZXIH3RIDj04rp8nt0ri/A8pM13GTxtU4/GuyyQK8isrTZ6dF3gh3WjpTc0dazNB2aPSm/SjNAC/nTqbRmgBc0dqSjt1oAceBQOtNyaPpQA4E4oz2xSUZ4oAXmjNJn86O1AC/jRniko60AL6c0uR1pKTNADqKTI7Ud+1ABninU0cZpc5oAXOKM8im9qAaAM/RP+QBpvf/AESL/wBAFX6oaJ/yANNP/TpF/wCgCr+aADtSZz2o/GigBaKSj8eaAD2o7+1BPFJmgA4pR060lFAAaOtGaM9qACkx70uRigYAoAByaPXmjqKABj1oATtijk9KXHejtgUBYMUUdKSgBe3NJ2+lHXmigQd6OlGaTOaAOc8c/wDIrzsRkK6H9a8WziTcSTzXtnjXnwrdkdtv/oQrxVVHmMW5Ga9HBfCzixXxI0rW4i2fKjFwcg1oq4ljLB2AHXPFY9tKAxCqq455q2u/YWZ2I646Cuxo5B8yR7sb+SfrXtdkoSwt1HAESj9K8LJHB9+9e5WTbrC2PYxL/IVwYzodmE2ZZ7UfSk980nXNcJ2DqjniWe3khZflkUqc+4xT+1APegD5/ukEEzRHBMbGM4z1BxRbMQ/ParviOEx63qEfAAuHwM++ap22FIwTn6V7lN3gmeRNWk0aceG57AdDV2IEADORjtVKBgF5OQeDV3IRFZeCeCKckK50Xg1j/bRCtwYWDD6EYrvu/Neb+DnMfijy/wCF4mIr0cdOa8nE/wARnpYd3poKXtSUhNYGw5TxRnmm0tAC9KXvTTzxQDzQA4cZopM5zRmgBeaM47ZpP5UZ7UALnPTpRngUg4ozQA40Y4603pRQMcDS5puelGfzoAXn0pc0yjnrmgB3HWjjNJmjvQIcPSk780mfejn0oGOopKKAKGin/iQab/16Rf8AoAq92qjoo/4kGm/9ekX/AKAKu9vSgBaO2KBSUALyBjNHSjNJQAvajpSZ5oJJNAB+dHFJ0OKKAF9KKbmlz7UAO7UU3gijvQA78KO1NozQA7PWjIzTc0ZzQAue9GaTseaKAA0ZopDyOKBBntS8ikFFAzC8Z8+E77H90fzFeJISp9817f4tUN4V1Af9M8/qK8PHBJYd8V6OB+FnBi90Srw+RyDVnzyY8ZPA71CEIb5cDHJ96UgHnAzj0rvscaJI2zt5/ir3XTWLaXaN6wp/KvCIgMgkHrXuWjNnRLFsY/cLx+Fefjuh24TqXjxS+lN70oP51552h7UcCikzQB4z4tiEfifU2AA3TZ49cDrWJC3Jz09q6DxiqjxbqW1MM5QlvX5a54oQTxx7V7lDWmjyq38RltJCGC9u/wBKvhlMS8tkc5BrJD4HyDPbNWwxIUAHOelW0Z3On8MzAeIbUZ5DEfgRivTSa8j0CXbrVox4IkA/WvXOPpXlYtWmejhXeADr1o70lGSa5ToFpM8c0GjPNAC9+tHSk6Uc/hQAHNO/Gm5o4zQAv40o6YzTcnFHTigBckGlGKaT60uaAHZwaQmkNAI6UAL3oNNzg0ucGgB2aTNJmgHk0AL0JpaQHJ5pKAHc0ZpD2o746UAO+tJnIpKM0AUtE/5AGm/9ekX/AKAKu1Q0Uj+wdO9rSL/0AVfz3xQMXOKSk9qO/SgBc4ozTeh60vfmgBSfSkpM0gNAh3Y5o7Umf1oFAxcgUH1NN6Uuc0CDNGaT6UueMUALmjNNFGeelADs0lJ3oGexoAdnI4NITj+lIPrR3xQAvbNHXvSH6UA847UAGeaXNN96B1oAz/EKCTw9qCesLGvByDmRSMHORX0DfRedp9zF13RMP0rwBwUmckAfNyK9DAvdHHi1ew5QSc5I4px3AhcgVGMjncNuc0/dkZI5z1r0L6HCWEHA9ScZr2nw4SfDun/9cFrxWJgDyc17V4eGPDthj/nitcGO2R2YTdmoT6UmaM0dq847hPQUpNJnFJ3oA8l8cDZ4xnG8/PEjBe3TGa55yQM+tdV8QQE8SINp+eBWDDoMVyzkFDmvbwr/AHSPKxH8RjRnaD6VMhzk7e+fpUKAqvoM+nWp0wFJKmtzI0tKJGo27DHEqn9a9l/GvFtPcLcwkHneOPxr2bkivKxvxI9DCP3WO70uetMBNKOlcR1C5pc03PoKM5oAXtSj60meKTNADs44oz9KTPNGaAHZyKSm9qXJoAXNLnPrTe9LznFAC5JpPpSUoPHvQAUp9qQdMUvG2gAxRmk70D60ALS8daTrRnNAC/TvQf1pKKAFxmjpSZFLmgChon/IB07/AK9Yv/QBV4ZPNUNE/wCQDpv/AF6xf+gCr2KBi80dqT05oz+FAg70ZP1oyKTOOaAF5FGD+dJmjoKAF6UZyKTvR17UAL2opM0Z5oAWjP40g9c0nrQA6ikpM4NADqPbNJmkzxQA7pSUZyKTIoAWjtSZwKM5oAMn8KXNJxSZzQApAbIP0NeB6vCbfV7yHGNkrKPzr3vPNeLeMbf7P4qvlB+++8D2IzXZg379jmxS9y5hIflI44p4+YY9KjxgHvkVIhGBnjI6V6y2PN6kyEDH0r2zQOPD2njt5C/yrxGPaTgHIAr23w+f+Ke0/wBPIX+Vedjdkd2E3Zpg80E9sU2lzXnnaGaUE03PFGaAPNviMrDWrJxt2mAg8c8GuPI3Ka7j4mQndptwsatguhJPK964ZWyu8+uK9jBu9JHm4nSoKfugd6FkcfIeSAcUGTLbR0pkh+YEfQ10nOaOl5a7h46Ov869rHTjNeKaNuk1O1RSOZVH617ZnmvLx3xo78J8LCj0JpOtHQ4riOsd070n60h46dKWgANHXmk59aXk4oAUHjpRSUnU8UgHUvQelNz8vWj8KYC5ozxSZ7UUgF/Gig9aM89KAFz+lFAozzQAEc0tJ9aPqTQAdqUc80g9qXtmgAoJpOtH40ALnkUZ/Okz9aM84oAo6LxoWm4/59Yv/QBV49KoaLj+wdO7f6LF/wCgCrpJ/KgY7t1pD6ZoBpKBC98CgUd6QnvTAX19aBzSZ70d+PxoAXk0E8UlJQAo/wAijPFJxSjg4oAXIpKCOtHegAzSfjS9aQgdKAClzSHOKMdOlABnrS5pMUdBzQAc0dxScmloAXr9aT2ooxxigA6npXlXxHg8rX4pwP8AWxDn6cV6pXC/Eqz8ywtLoLyrmMn0B5/pW2Hly1EY143ps8zLgn1wfSpCmEzn6VHtWMnOcmpFG4V7XQ8okgUAE45r3DRAF0OxHYQJ/KvD0Cq654BNe1+Hn3+HdPYjBMC8da8/G7I7cHuzTz0oJxR1o/CvPO4DxRn2pD6UdaAOT+IcCv4dS4KFvImVuOozxXmOcK0Z5xXsviWHz/DeoR458ksCPbn+leLA7yHVshu/qK9PAyvFo8/Fr3kyXPI9T6UjsV465PWjHI9qVipIHc13HKaXh4Z1q07ZlX+de0ZzXjPh4bdbswB/y1X+dey49OteVjv4iPQwnwMUnFGc0gyaUd64zqDP40Zx3o6/WjGKADNIDmj8aAKAF3flS9RTetH0oAU9MY4pc/hTRnHvSg0ALR068Uhxmg0AO60Z9aToKTpQA4mkyaOaM0AL1oJpM0e1IBaX3pvHSjNMB3fOKM0hIzQMUgAjpil7cUnHpQPSgCjo3/IB07/r1i/9AFXuPSqOjH/iQ6d/16xf+gCrvJ5oGKfrR260lKDmmITtRS0gFAC0lLSUgF70fSk5oPBHpTAOO1Hej8qT3oAU/jRmjvRQAdqKD1o/nQAUnelpPU0AKaTn1o60Hk+9ABR1FFJn24oAXv1ozSfSjBzmgBe9YXjC0+1+F7wd0USD2xW5VTUo/O0u7jP8ULD9KcXaSYpK6aPCQVYgE9R1xSRoYyc9femXQ8qVgmcq1CXG4EPwT0PaveT0PHehbUfMuQMYr1/wjL53hexPXYpT8iRXjSs7R/KD9c1634EJ/wCEWtyeu9/51xY5e4mdWEfvM6X2oznvR15NN9cGvNO8WjNJR3z3oAZcRia1miP8aMv5ivBiCkhV5AxDFTjsQele+Yrwu/hMWo3eUjAE7429xnv713YF+80cmLXupkH+rYHPBp7KDKrDHT86Y/7xRt9elPB6Keor1DzrI1dBbbrVkO/nL/OvZu9eN6EANZsSc7vNX+dex+prycb/ABEelhPgYClzTc5FH1rjOoU8Ude9JSg5oATnAo70powKAE/KjqaO9KBn3oAOPWgiigUAIeeaXnPSjOOKXNACAkUuaTv7UE0ALnmk6d6O1FAB34pec0DijNAC0n1oooAUdqM0mRS57GgABFGeKT60Z46UAUtG/wCQFp3/AF6xf+gCrtUdF/5AWnf9esX/AKAKvDA6UgFoozg5ozQAZGaKKTNAC+1Hek75ooAXPSj0pPrRnvQAvHXqKQ9OKM0GgBaTvSZINLnNABmjOO1JnJ4pegoACaDwKTNL0xQAds0ZpAcUUALSUlLxjigA5NJS55zRn8aYCU2Qb4nX1UinUCgDwa8AEj9yDtP1BxVTaMDkZz+VaeqRiO4u1T5tty+/B+7yaoBdyhia9ym/dTPHmveYQ4Egx07gdK9T8BXAbS5rXJ/dPuB9m/8A1V5hGuJlXjaTXe+A8x6jcgZxJEME9Dg9vzrHGK9M2wrtUO/696Q9OKMgUpx1ryT0hO1L260n40dOKAAda8V8QR+VrmopuB/fscAcjnNe1duorx/xdGF8V36gDlg3A9R+tdeCf7w5sWvcMSI4BAPNSxrkHJznvio1XD7hU6hhz1r1jzXoa2hKP7asgDk+avT6169XkWgsser2bHP+tXP5165XlY340ejhPgYuCaD2HekzS/SuM6gzRmk7UY5oAUHtS03+VGeeKAHfiaTNGc0ZFABz260cgYozxRQAue9BpM0E8UAKaOKSjrQAvBFJS9utIaAF7Uc4opB07UALk5oFB9KKAFpAc0KKXIoAO1BFApSaQDdD09G0DTT5jZNpF/6AKvnT1P8Ay0P5VBoTf8U/pn/XpF/6AK0Q9c/OzfkRW/s70l/SmjTm/wCei/lV0NTgwo9pIXIih/Zz5/1i/lSHTpOzrWlkGl4FP2jDkRlnT5h0Kmo2sp1x8ufoa2MCmnHrT9oxciMZoZQPmjYfhUR4NbpZQOopjCFvvBD9RT9qLkMU9KT6VpvaW7Dg7T7GoGsDz5cqn68VSqJkuLKmeKTPFWTYT9wD9DR9gm77fzquZBysrZHal61ZFhIerKKd9gb/AJ6D8qXPEOVlPvQDV+PT1BzIxPsKtiCELjylx9KTqIagzFBOaO+Sa12sYG6Lt+hqH+zBziU4+lHtEHKzOzSVpf2Yo/jY0v8AZ8Q/v0e0QcjM3n1ozxWkbGE/3vzpPsEOeC350e0QcjM70pM1onT0PSRh9RTDprZ+WUfiKftIi5GeI+I7G+0/VtRl+x74JZWIYwnGOoOR161g+ciOqm3A5xwxWvomTSTPG0UjIyOMMD3Br5xu/DXiy31a8tLJ5ZLZJnSN2mH3Qxx15FdUccoqzMXhHN6E4uGSQNHCm3OMsC36niul8DarbDxglu90klxcQsAobOMDPbgdOlc1b/DXXtQmC6nqkcKEZxvMhP4cCtOTwnYeENOm1G0aWW/tVEscznlSpycAdM9Kyq5hCXuo0pYCa959D2mj603RnTXNFs9TtZFMVzEJB7Z6j8DVxtPnA6KfxrPniVysqGlzVhrCcDOwH6GmG0n7xN+FHMhcrISPavJfGeV8VXg28EKc59vSvXTBKDyj/lXjfi93fxZqAdwgUgBXXGcAdDXXhJJVLnPiYtwMiNC64Gc1LGDG5yxYe9Sw20gIKoWVlz8hDfypfJkdhiGTcRkfKa9fmR5jT6l7SkP9pWhzjEin6817D9MV5FYo1vd28kmI/nAG7gk5HQV63nNeXjfiR6GEXusXjFHfrRnjjFJkVxnULkdjRnNIaMc0AKKOpprE9O1A4P1oAd74o/lSZooAMn6UvWm/U0ufSgBR1o4pDyKM+1AC0ZHrSA9h1+lTLbSNyRt/Ck2luNJsjFBPNWBagdS35U77MncvUe0iVyMq8etH41a+yxngOwpGs1PSQfiKftIi5GVh60A+lXo7CM/elJ9hU62VuP4d31NJ1EPkZl0YY9AT+FbSwRr0jUfhTsAdAPyqfaDUDEwwH3T+VJzW7gdxSbV/uj8qPaByGfocQPh/TOv/AB6Q/wDoArQ8pfSsrQLj/intNB/59Iv/AEAVqh1OMHmsnuaClAO1JtAPT8qdnvS5FIBmKOR0NOIFBwKAGcmkwfWnnGOKMUDI8A0xkBqUgmmsCo6GgCEpx0qNlPbtU/fvSlFPWgZWEkinhjThcuCBwfrU3lJ/dpfLTulIRELpT1GPpUqyoRw350eVGP4BShEHRRTAcMHuKXFACjoBS8YpgGadTcCj8aAHbvel3A9ajINHNFxWHYXtxSEADg5pOe4pAx9KQxQMUc0m8elLvHvQAuSK801q2aw8TzqR8kreavpg16ZvHrXCeOnX+0LILjesbEkemeKzqr3TbDtqoV48NhjWVrNrFcJJDKCY5VKMPY1oWW54Axqtf9Dn61yI9JrSxr/Cq3udO8KS6bOxYWd5LFGx7pwR/Ou53+orH0C3EeiWzr1kXzGPqTWjhhnOa7r9zyGlexYyp70EYqn5rrkkU4XYHB4ouhWLGSPrXlnxXstD0uzXV5w4vrqZYhGH4f1OD6Cu/wBV1yz0fTLi/u5wsMCF2z1PsPevmfXdQ1vx/qk+sknYsnl2sGeFA7Dt9fU1pTnKD5k7CcFP3Wrm1biN5FkjNyMnkeVuGMeoNW20y5MYYA42YDfOOfxFc3Y+LNS0LbDf6WTsOMsGjJ/TFb5+KFpNbpGdPnTA5xIpFb/Xa3RITwVB7to6zwf4Ol1aZrp7pI47eQAjYS5PXvXqDaY4+64PsRivNvhL4qfXNb1S1jt/Lt1hSTk5O7OOfwr1rms515yd2SqMIaRMhrG4U/6vd9DULRupO5GH4VvZo7UlVfUORHP0oViOFJP0rf8ALj/uL+VG1ewxT9qLkMERSN/A35U9bWY9IzW1tHqaTbx1pe1Y+QylsZjnO0D608aee8g/AVo7D2NIUak6kh8iKX2CMdWY/SnizgXsx+pqzsNIY2qedj5UQC0tx/AfzpVtLc/wH86l2NnoaNrdgaOZj5UCQwp91AKkwnao8N0wacA2elK7Cy6D9imjyQRxTRuz0OacCaQxhgFNMB6iptzdMVFLdJCVVgxJPYdKLBcjMbA96QFgaucMO1IyA0WC5WEretPEppWhBPBpBD6mgB4kFIZkH8XNNMXvUTQA85oAzdDt5ToGm9APskXf/YFaaROOrCodD/5F3TP+vSH/ANAFX6LagmIu5aCSTS5paAG++KMe1OGfajn0oEJRmg9KMUDD8aAT60vajp2oEBBIphXB6VJzScgUDG7R60bfcU78KMA80AR7TzxR0qXkUcYpBci7YoGRj2qTA7CkK0ANzyeelG40pBHWm444/KgY7dg4pQQ3ao+1OBx060AOxxxmjBpAcdaXePxoEIQCBxTcZNSdaTigZFtNeeeLZfP1917RIqj+dek8GvLdccS+ILxgcjzSPyrKrpE6MKr1CfTnzAVPUVW1JsEU+0bBIqPUELJv98VynpW1PQdGuIo9Csi7BV8tRk+taZIPpXm5mu7nSNGht9xjju/3+GxwpyM+3NdurzlvlU49a7000eNNWk0XmjUjjiqsltknGDUys4XDEE0oz2osK55D8Xkubu40jw7asQ92zTSkHgKv+TWfbaLFplvawwriOM/mfWur8cWgi8aaFfOPkkt5rfP+0MMB+Iz+VVniDYyPesa8nojswsVq+pPGkUhSOSNJAf4XUEfrUV94f0SZwz6TZE45PkqP5VLbRl7tG7LzV24QkHFc92lodDSb1Rc8C2FrZzXxtbaKCPCLiNAvrXaVzPhDAt7wDr5wz+VdJniu2Hwq551b42OwKNvvRmjNWZCFT2ppBxT+1LSAhNIQamNJtB7UDIQpHOTTgCOcmn7RSbT60AJk560u49aUA+lBFACb6N+e1G2m9M5FFwHE+9JSAj0pRRcBaUHj3ptKSOtFwF4zSbQRRkGlFACbaMc9TTuoooAZlulLntTjScc0AIMUYBo2jPFG00AUdC48PaZ/16Q/+gCr+fWs7Qz/AMU9pn/XpD/6AKv5IFD3BDuvNA/Wm5paAFpfxplLnNADu3Sjim5NG7mgBxFFNzRuoEO5oyc0maMg0AL+FLmk6UZFAxcijimgil4oAUDPQ0hzmkPPFNCndkMcelADyR+NIee9LmkODxQA3bmjbjpTtoP4Um33osAm00bTmlwfWl5xzSsA3DdqQ5xTxS8+tFguR7woJPQDJryqYia6lmzndIx/WvTNXVjo93s4bym59OOa8jTxDoao3/E4sgV4IMlY1U2rI7MI4pttmjFIElGeh4q3cRiSInuBxXMS+KtAjzu1W3OP7pJ/kKjTx/oCpta/Y/7sLGsVTk+h2OcN7nfeD3jNxcW0hG4rvTP5H+ldqAMAZ4FeR6J4k066vIbnTbuOWSJssg4bb0OVPNesA8Zrpp3UdTz8RFc91sx+AKOlN3GkY5Xkn8Ks5zzT43zy2XhnTL+3bbNbagrof+AmqGga7a+IdKS8t2AcfLLH3RvQ/wBKf8aredfAiyTOT/piYX0yDXmvwsmkOu3EAZvLMBZgDxwRRUgpQua0JuNTl7nsllxk5wSatTsAvJ7VQibEgFSXU/yN9K4Oh6NtTe8HkGK9IOR5i/yrp+lct4LH+hXTesoH6V0+Md67YfCjzavxsdntS54pvFBNVczsPz70ZpuQT/WlPTimA6k70hJwKTJzzQIdmjNIGGaKBi5ozmkIGOtAzQAvajHNJn2pR3oEJtHpQFBozzS9qBjdnoaMGnUZoENwaOhpx5o7UDEBxzRuxS4oxQAZppBzRjnOaX3pAMPHelDmgg0mOnFAyhoef+Ef0z/r0i/9AFX6+SYPi/47treK3h13bFEgRF+yQHCgYA5T0p//AAubx/8A9B//AMk4P/iK0dN3M1NH1nmgmvkz/hcvj/8A6D3/AJJwf/EUf8Ll8f8A/Qe/8k4P/iKPZsfOj6zpc18l/wDC5fH3/Qe/8k4P/iKP+Fy+P/8AoP8A/knB/wDEUezYc6PrOlH0r5L/AOFzeP8A/oP/APknB/8AEUv/AAubx/8A9B//AMk4P/iKPZsXOj60pK+TP+FzeP8A/oP/APknB/8AEUn/AAubx/8A9B//AMk4P/iKPZsOdH1rn1pOM8cV8l/8Ll8f/wDQe/8AJOD/AOIpf+Fz+P8A/oP/APknB/8AEUezYc6PrMnApM18m/8AC5vH/wD0H/8AyTg/+Io/4XN4/wD+g/8A+ScH/wARR7Nhzo+s6OfWvkv/AIXL4/8A+g9/5Jwf/EUv/C5vH/8A0H//ACTg/wDiKPZsOdH1nmgtXyZ/wubx/wD9B/8A8k4P/iKT/hc3j/8A6D3/AJJwf/EUezYc6PrXPvSAnNfJn/C5vH//AEH/APyTg/8AiK+nfC19c6l4Q0W+u38y5ubCCaV9oG52jUk4HA5J6VMotFKVzYz9KTOTxRigipGLnNJnikoOfTNMBwOaXdTP0o60AQ38TXOn3MA+9JC6A+5BFfKOi+CNV10Xht/Ji+yyGJxK2CWHUCvrTNcXrvhPUre4vNQ8KzWsFxdfNcWtxHujlfGNyn+FscHsaak0tBxtfU8Km+HerW0dqzz2+bh9uASdvGearDwJrUmpmwt0jnkCB96thcHtk9/avS7jxVqemXEcPiXwhdQxxLhWtQXVz3P0/GsiLx7Db+IJZYNIvDYyBRGoX94pxzx3qU6huo0Gctp/hnW/Dfi/Rxf2ckPmXkSLKjBkbLDIyPUZr6qKryMV594ceXxJew3Z0y8trKBxKZb2PYXZfuhFPPXnNegU7t7mM0k7RegYXuKa2xeuAKdmkOD1GR70iTzT45op+HbHri7iI/WvNvhNp5WK/wBRIxvYQofYcn+lemfHBVHw3nYDpcxfzrE8FaYNO8MWEO3D+UHf6tyaVSVqdjbDxvUv2NtF2sT6CqV3J/D+daMrCNcVizyeZITXCeokdl4GcG1vEzyJFbH4V1eARiuE8HXa22otE5ws42g/7Q6V3vGPSuym7xR5ddWqMQHpQVBFG0etGDj/AOvVmImKOfWlwc80hB9BQAmTS5OaTt0waOg9fekMP4uBRk9qUUbqaAQH1pc0pYZ5FG7K/wBKYgDH60Z9RzTUO7naR7GnfhQApbijNJ9aM8UALmjPSkzSCgB3FGTTc0ueM0CHUcYpuaMmgY40fSm556UoOB0pAKBScUZ56UxplRsEHPsKAPhGiiiuowCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+0fBB/4oHw5/2C7b/0UtfF1fZ3gkf8UD4c/wCwXbf+ilrOpsXDc6HcOlG6mcgUc4rE1JMg80meeajzRuPpRcLEm6jI65qPNGfzoCxJxjrQSBUYNL1ouFh5wRjt6U3yow27YmfXaM0maTJouIkI75ox70zPakz70AS5pCPTpTAaM9hzQBl+KNAg8S6BcaXcnbHJhg2M7WU5B/SvKtc8Z6f4Z/0Tm5uscwxEAL9T2r2O7DvaToudzRsBj1wa+PobC/1DWDYQQvLePIUKHrkdc56Yp8ilv0LjVlT+HqdfcfE2/mkY/wBnW6r2HmNUa/ESXjzNMQ4/uyn+oqx/wqjW2spJllheRFz5cZzk+lQ+GfBWnazBNHdXs8eoRkq1uoCmM++eTUNUrbG8ZVzU0/4nWUE0DT6bcJslVi6yqcDPPGK+h4ZUuIUmjIaORQ6kdwRkV8/P8K9PlWILqdzHkMrlkVvmA/SvcNAR7fw9p8DOJGjt0Qt/ewMZoi4W90yqqpe8zUxz1pce9M30u+ruZC96Occ0m4Um7npQA/IzyKM0m4GgEZwDQAvWkwD1GaM80UAGBRgZzRmjtQAHrweKaxPofrTsjFBoAafrS0p+tJjkUALgUZGcZGfSjHrTPKQPvCDee9AEhxTcil7UcUAIR3FHOMnP0pc4oz79KLBcKMn0pOuRzS/nQAmMilGelMLADk0pdRyWx+FAHwjRRRXSYBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfZ/ghj/AMID4c6f8gu2/wDRS18YV9oeCFH/AAgPhz/sF23/AKKWs6mxcNzdNHA7Uu0c0HoaxNRtLj6U08j0+lIq4J+Zj9TQA/HNJim9zQelFwHEUY96qXMjxg7WIqlLLIFZt5Jx3NJ6AbHPrTRWGIzK0atLJgqGOG6nNaB3RAKkjgD3qeYbRc470cetRMTuzuNZl7qNxDGmwqM4zxTuFjZ59qTPoKqwzPIwDYPSrmBtpgNz1rgPEngWRNY/4STw0kSaooPn20nEdyp6jP8AC3vXoB6n6U0U07AeVv45i0tWi1LQ9atLkcNGbckfgwOCPevOBrOot48bxBp2lTkO4H2cIxLpjGDgde9fTT4BwQCPcZpYkQk4VR9ABSTS6FSqTfU4nRX1rWnWQ6I2j2pTDvdMDKx7bUH82rs408qJY1yFAwM1KOtHUc+tAnJvcQHP0oFKVGDTO9IQpJxnP4UbvlpB1pe1MB26jdTe340g60XAkBozjmmnvR2oEO3UbsfSmnpR2oAdupQxNM70rcdKLgPyMUZ71GKcaYDs+9KCaiBNLQBJmgnPamHpQOhouA8D0pMc800E5o70CH/nSZNIGODTj0oATJxjFGfYUvajFAH/2Q==", "path": "030040.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030041
Women Tops & Tunics
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", "path": "030041.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030042
Women Tops & Tunics
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K07WNVAAANbNtAuMkcn9KwdR7HYqaSMBdEI6IAPatC20ryMFYxuHrW2kIY1bFqu38KE5MTaRhT2b3EBikGUx3rG1DwwtxF8pK4HA7iu5W3AXrj2pj2+4e3rV3a2IvF7njepeHLm2UsgJxzWTBrV3p0qxuCAD908g17XeWKSIysmfeuD8TeF4p7d5IRhxzVwqq9pETo3V4kcT2uuWDxkArIvIHVT6j6VxmpWU1tM3mZMkR2Se69mqx4dvZNM1b7PIxClsc10niqwAaKdP4x5RJ9uV/Q4raL5ZW6HJOPNG/U4ecMhU5yT0PvVm1Ch0A45JXPY9xTAvJiPCnrn+E1LBEVcxkYOflJPcdP8K6L6HMWY7do7koR8ko+U56H/8AXXqfwq1jda3OnucGNvMA/Rv15/GuDt4Y7q2CMdu7lG/utVzRL19B8SW14PlhmIWUY4weD+RqFPU0lHQ9/BparWU3mwgbgcAc+o7GrNdCZzWCiijqaACijFGKACiiigYUUtFAhKKWigBKKWkxQAUUUYoAKKMUYoAKKMUYoAjNApaKQBRRRTAKKKKAClxQKUDHWgBp60AUpHNLQAnTijFLRQAUUtFACUuKKBQAYooooAKKKKADFAopCewoAZIePavNfivqRh0WGxiYq13JlvaNf8TXos7chRyT+grxX4lXLX3igWp5jtkVcDvnk4/HFRN6FwV2chGFjtkj6Kwy+OoX0+pqZEVBI8qgMfmcf3f7q/gOT749KkeJkISPBkY8H3/wH9KzdSlCqtnESzH7x7nPU/jWFzoasV4yb6/yRiIc4HZRXUWaE6aQ2QbqTew/6ZqOKxbaz8mLYvMshAb8e35V0MyiOGMAdgg+g5P9PyqKkuhdOPUIHUyvcyAARDCKO7Hp+XWtfTIHePzOfmrnJ5VUxwlgoXDOfRj1/Tiuu0zWdMAjiWUAD5ctXPUTsddJpM1rS2wo+XmteCLgU20aCRAUcVpxxKSMYrDlZvKY2KH1HNWQoAwRT4o+KeUrdRsc7lcjWMZpzxArx096kC84pxT5c1RNzKuYwPyrFu4gyspHBrobmPNZc8eR0rCas7nTTloeLeKbM2WsCWPj5s12Gq/6b4eBA+byUmHsRWZ8Qbfb5cgHOa1LJg9tbwsQQ9vs5+grfmbimc84e+0cDKmy9WZuYnG5h7H73+NSvE8YK7RIVJGAeT/+sc/UVZkh8vzIJBgxMyHI7E8fpS22Wj2uCZIvlY9yo6H8P8K6k9DinGxY06YALk5WRc/U/wCPetG4X7RYyZ5eM5OO49R+FZqRBHAU4R2z/uN/gf61YjuTDKBID1wQe4NRLcuGq1PWfA+rnUdCgdzmW3AhcHqR2NdiGyMgcV414Ov/AOzNdWBnPk3A8vJPHqtewQPlRjOCMg/0ropyujnqR5WTjnpx9aUCkxke9KDzz1rQzCilooASjFLRQAYoxRRQIMUYoooASilooASilooASilooASilooAioopcUAJRS0AUAAFGKWigBAKWiigAopaKADFFFFABRRRQAUUUUAFFFFABRRRQAUw9yO/GafULt8px/k0AQTsFRmJ+/8AKK8L8RTm58SXcgxmSY9PQcc/hXr3ifUE07R5pXcI2MLXiqFW828lBwWJGeeK560uh00I9StduLOAyvkyOuFX0X/69Z2nWhaV7ubJI+bp2/xJ4H41akR7q53yctnJA5xn+taE8XkR+WOuQOvVscD6Dk1ipWRty3ZDp9s1xeEg5bOAfU9z/StfUQIpVQcrGMZ9f8mptBtBDF5zdQPl9v8APJpmpoXZgw5ztI98f/XrNvU1UTLg0ibUtpMiojnc2evNabeEpBFutrlTIB0PAJpsE/lAKD045rTtL5ncKA7D/ZHSjml0NlThbUyLXUtS0K5RblWwCM5GQw6cV3eh+JrS9jCGQK4PQ+naqn2aG9gKzKcHoXGP1rGn8PtaTF7c4470nZrUSi46J6HpsM6t91gR6irG4VxehajcDbFN1AGTXWJJuUGs+a2g3EteYBUbzjOM9KzdRv8A7JAX6muVu/E1z5bLAo39PmPAqrti5TspZ1Ybsjb9aoySwum5WBz2zXn8+qavet5SMyQjAUIOSPerCWGqzBQRIijPJYDAocL7sFK2xQ+IUkTRxBGByR0+tJayYa0YgAEsn5gYrL8U6TewWG4K5QHJbd1q5Y/6VpcMinnYsgPoRwapxtDQSk5TdyvrEMf9sKx4S4Az7Z4z+Bx+dZT+ZaX6yHpyDnuO4rofE9q0umxXkQwYyTj1UjkfmM1kzul5p0VyOp4cZ6MOv49/xrWnLQ56sdRAgjK45jYEAnuP8RUUvK4bJ28H6U5G8uMxNkoeVb+6fWo5OD5ncfLIB6eoqpERLdvcOYuGJlgIdSO4H9a9r8KasusaJFOG3SxjEn19fxrwuEtDKrIwJHKn1Fdp4D1ldK11Ldnxb3nGD2ailK0gqwvE9iVgygjvTiBiowMN7ZqXiuw4xopaQU6gQlLiiigAxRiiigAooooASilooAMUlLRQAlFLRQAlFLRQBEBmloooATGKWiigAopaKAEpaKKACiiigAooooAKKKKACiiigAooooAKKKKBiEZqByNmT0U5NT54JrH1u9azspJEXfMxEcKf3pG4X9efwpNgtWec+PtYOpX39n2/3Im2lvc9a5K7KxpHAgG1OWHqa0JYgl1MfM3tGSWb1bnJqlFC1zOSOT90E+vc1wTldnowikh2nW4iJuZF3KhGBn7z+n4U54y8wkk567QP1P48CrO0ErGhxBED83qfWltVM9wZSMRoQFHqew/CobLsa9unk2qA43HlqZaWqzzB5BuXaW575qe7XbGEXgthB+PU1csoA8bY4BPFZORvCBwviKyvrJ2e3JMPbI6e1U9K0rUNUtLiZbqRXiXcse4gn/Ir02XR454iHAasMaHPays9q7ROOhHc1vTrLZmVShJu8WclYX3iKyRoYXvPMaUbG3Axsh6jB6knFd3ZXGoWt9DputQLFPNjy3jOUYnsPQj0ptlZ31vMHUW/m9fN2Hcp9R71s2+kfbW83UC1w6kMpYkbcHOR71U5xkiIU6kXqyssRtNW8og88/SuttkJgJA7VhXp8/UhMR83ArobMhbY5OOK5dGzpl8Ji6khlUqRWBerbafEZZgqjvnius8pZ7kZ+7nkVzHiXRvtWoLLPIptoufJIPzc06er1FKVlZGLF4r05JxGrxgk44BYn16U9/FljNJtinikGM5DFePxrMv/AAvb3Gqm702Z4xyR5MgRkzwRz/nFV9T8J6fp+giNJlnv2YvhD90dAK6vZwaOX21RPYuazqKX2mSeW59NrcGqXhe5AtvLI+aF+h/un/6/86oaZoGrXFqXaXbGuRtdTnj0P+NO06QabqmxxkMCr57+tZyjG1ka80pNNo7v7Ij2z2rAPG43RZ649PqK4CS2bSb6azk3C3mOYyRjp0/LpXodhIk0Yi35x/q29+35/wA81n+ItIjvYjngkBo3/uP0Kn2b+dTTlZ2YqkepxkyPGiuoyo4Pt/8ArqB5SkhO7PTj1FWdMn/0iS0uuvKkNxyO1NvLTyCwYZGcqwFbp62MHHqQxhcBkOQeg6Ee1XoFztmjPzxMJB7+tZUbmCTnlD1rWth5EytgMn3seqnrUvQtao950C9Gp6NaXWRueMZ+tagPBrkfAUjDQ/LY5EcrKDXWrzXZB3imcFRWk0LjApaKWrIEpcUUUAGKMUUUAGKSloxQAg60pooNABRiiigBKKWigBKKWk5oAjoopaADtSYpaKACiiigAooooAKKKKACiiigAooooGFFFFABRRRQACloooAaRXJ+Jb0W84YnEdpayXOf+mjfIn5ZJrrG6GvP/G7nddwk48w24AHdfm/rWdR2iXTV5HAz7ltIo4wPOnJY+2f/AK2KmWAQwrbRfeYYY+i9/wA6lhVTLNcMAwU+VGPp1/Wor6Y2sIVDuuJf0Fec3dnpWsiCctNKtla4zkZOeP8A9QrVsoV81EjwY4+Fz/Ee7Gs23gNqDHyHYZkbuB6fj+grUQi2tScjcRxilLsiorqxby6H2ouDlUG1B79zWxYSARqB6Vw39orcagEj5jT5QfU+tdZYykquPSplGyOilJPY6W1IYYNXvssb84GaybVzgVqwuemazRU4ki2Sqc7RTp8QwkgY4qzHyKp6m4S3Y1Rhrcxicy5zzmt6FiLaucgbdICfWukt491sT2FENzWeiRWhkImyfWp76yW6jBx81UskXGPetpMMg5ogyJ6anJS+H0ZsmIE/SpLbw5Gm390BtGMnqa6lkA5xTGIC1bZN/IxpLCOKBlVcV5Z4msmtNQMqggBq9bupfvAVxHim2E9sz4yRUwdpGvLeBQ0LUBJAhLcdCAcEGunldbu3LAq394Y/X6H9K8st7uWyTehON3I9h3+tdZpmsfarf7TDJvKcOAOV98f0rSdN7o5lJN2ZR8Q6QzTfarcfv8cg/wDLQDv/ALwrMivxcwmKQfvB1B711ss8d0nGMH0PQ+ornNX0kSO01sMSnnI6E/404T6MJQtqjGmi3ZMbZ9VP860NNk8/TmyR+5I4z2PBqhDJJK/QpcR8spGM4qewPk3wP/LGc7XX+6Sf5ZrXcx63PbPBcRg0Q990hce3AFdeowo9aw/D1v5WmxJjqBn8K3q7KatFHDUd5MKKKKsgKKKKACiiigAooooAKKKKACiiigAooooAKKKKAI6KKKACiiigAooooAKKKKACiiigYUUUtACUUtFACUtFFABRRRQAUUtFADTyK8+8fssL+ccBhECPryB/jXofSvKfirdhZrazU4eQjd7AnFY1vhNaPxmJbosVnDIy/KqZwe56/wBcVThRpLk3Drmc/dz0UetaF0doSHnhQCapu+0mCA4ZvvSN/CPU1556VtB0Sb5zEP8AVod0jHuayPEesiFTbRNywO5h/Cvc/Wr8t0sUCxQDjkBj1c4ySa5LxFF5coVCDmCKRmBzligJ/nWtKF3qY1qjjGyDQrkz3LtjGG4FejaYcqufSvLfDr7b4p6ivUtHIwvvTrqzsjXBybidDa5AArWgbDZNZcAwetX1OAK43udjd0aofgCsjW5hGkMJxulPGfbmrsU2RxVLV9KTV4o8yvFLE26ORDypp3MloyhbFFdAWGeldLb3MUVjIhwWbvXn7eHNTt797iGQO+OW6bh6EdK1oLbVrqMrtEeByWOf071Vraop2kayusk4IIxnmtJZNhrn9J0u/tbnE8ryxFtxeRhn6ADtXQOm4ZHWpWgpWZNvDrmqdxIQODShtuaqXD7ielDYox1K88uQcmud1w7rVxW1M3eud1qUC3lJOAoJNEFdms3yxZwF3GVjBK5Qk59qxxeTWFxHc2srRPuKkg9QMdR3pbrWriZTEu1Y9xIIHOKotuuGfcSzryPcd69OEbbnjVKib9066210SE+cDE7YJZBwfcj/AArUXU0P32DE8g+tcjbKdsZ7lWH1wOlPlclISAMjGKwlTVzaNVpHT6hbRXVsZ4iBcRjerDv3qlbBbmVNowJdpx7/AP6xTLQSJbuyk4wSAe2Rj8q3vCGkfbfE2n2p+4CHkHsvP6mlFa2Km9LnuWmwmG0RT1CjNXKZGcs350+u9KyPObu7hRRRTEFFFFABRRRQAUUd6WgBKKWigBKKKWgBKKO9LQAlFLSUAR0UUUAFFFFABRRRQAUUUUDClFJS0AJS0UUCCiijNABRRR3oGGKWiigAoopaAEI/OvK/G1ok/iuOZ18wRLv247jG3Neqdq8x8b3Mdrr1xNLzHHApwOuT0rCv8Jth/jOYuLgIx8x2yTy3Uk+1Z086hTuG1RyIweT7k1nS6i810uExwCWPp6D2rob7RhEkExOEbhvx6H9a4rWO+9zPmgaa3srzGAsgGO3BB/lWNrNmYZHicHh3jyfQHj9MV21tBu0e7tGVfMhbzVz3A61heLo2ivYwT+7njWZW7Z24P8q0hLUzqRujhNKf7Nq8eehOK9X0lsKK8kvAYbrcOoORXpfh2+W5tIpM53AZ9jV11dJhhJWbidtbksBireCBVKwcHArV2ZSuFo72yn9ujgGZHVQOuagbxLbKSIkaTHc8CsDxLpV0l0l3ayDZja8bdPqPSs2GK8ZMgREnnBfnP5VrGmmrjhFS3O2ttfR2IdduenpWiNShiTfI6qD75rgmW/tyBJaOVPIMTAml+1TtjNtOB7oOKrlL9krnolveQXSkxSBsdR3FOkfHSvN/7QubaUOiSqynj5SP/wBdbul+Kft7LbzwSLP6hCAf8KzlEzlT5Wb8knqaqyHNT/fGfWoZF296xGmUp2ODXE+Nbv7HoroDiSdtg+neu1kPJJNeQ+OtSF/rPkRtmO3G3j+8etdOGjzSOfFTtTOWwWy1auhhTrlp5n+rc+W+Rxggg/zrO8vcCq9ScVr6Zau1505Qb/oAMk/kK9GTseVCN2S20ZNuF7q23PsR/wDWq/Y6cb2aIdixH4DvVW3Bd5IxnhQVx688/rXceGtKxC0v8AXZn19T+dc05WR1QhdmbPAsBKgYRBkn1xXb/DSwQXFzeyZ86RAEB6hM1ydzaNPdCI8RggyH0Hp+Vbeh64NK8SRktiGNRGyf7J4OPoeaim7NNmlVe5ZHrq9ePSnUxGV1DowKMoKkdCKf2rvR5jAUUUVQBRRRQAUGiigApaSigBaKSigBc0UlFAC0UUUgCkNLQaAIqKKKACiiigAooooGFFFLQAlApaKACiiigQUUYpaACiiigYUUUUAGKWikJwM0AI7BFLE4AGSa8N8VaympeJJpggMTsYuehAx/jXpvjbVzpPhyeRWxJKPLTnHJ/wDrZrw2GRpooZSwJ+0sDjjGVBH8q5qzvodFBW1J4tMkScovzRkjBPO0dTmvRngW88OxlsEhdp/Dg/41ydlIq2Zd2GZGbZn06Z+nQfjXUeHrj7VoMsYxlXOAe2ea5JHWjFsZ/Ki85gS8D7ZQO6nKk/mKra/bLcaJCNwbyS0YfqCjfdP4HH51NEwhvZxJwGd0b6Fh/I4qFh+4m09zgElQT0U9jST1KeqPMNRhkAV3YHPt0rR8L6z9huRBK2IXPBP8JpuqIdrBlwd2awM4PFd0VzxszhlJ058yPdtLv1IX5vxrpIbgMOteJeHNelijWKdiVU4VvSvR9L1hJVVS/Jrgq03Fnp06imrnTzRLPGVIHPrXM3umTWrmSEfL6H/Gt+C5yOuRV6NkkwGAIPrWalY1V47HHwaqYDiRXDdORUkmqxSDh1AOBz1rrG0WwueWgXPtxUf/AAjOnBtxiIPs1bKRXt0uhyLXEtySsMZbdjkCtvSbJ7eNnc/M4AIB4rV/s22tv9WB+PNNZgpxnis5T6Dc+ZCrhV57VSuZwc4NOubtEXhq5zUNVCZCkFj0xWSjckr+J9eTS9NkfOZSNqDPU15CztO5uGOWY5f6+tafirUJrzVTGzHbEMAe9Y0TFDuHB/TFepRpqETya9Zznboaul2TXLPKVJUHav1rclRIFmEWCzqIywPRep/Pp9K0fDmiSyWMDPOI45WyEVRxxnkn2qvqESQ3cka5AK4H1qJTvKxUIJRuU9KjJN1P3GEXHYk16hYxra6DaiNcbhgjHrz/AFrzHSpmXTHx1M6k8eleoCQjRrPAJBjRuP8AdFY1WbU0ZzFIoJHxgyPlvz//AFVzerMYNViuM7VkAYN6P0JI9D3rq5bbz7KRVOAqlgfcHNYDW0epW2yRfmRvXBAb/wCvUxZbVztvC3in7HAlten9z65/1f09V/lXfRyJMgkjdXRhkMpyCK8MaC80NRbXcZlsmHyS/wB3/D6GruieLb7QrgJCfOtnOTG/3T7j0NdNOry6M5qtFS1jue084FHNZ2ia5Z69YrcWr8jh424ZG9DWlXUmnqjjaadmJRS0VQhKMUtFABSc0tFACc0c0tFACUUuKKADFLijNGaQCUnNLRQBFRRRQAUUUUDCiiigAooooAWiiigBaKQUtAgooooAKKKKAClpKB0oGGBSHGacRzRwBQI8j+LN409/Z6cmf3UfmOPUk/z4/Wua1PQJtNso9NUZulCSsQOrsR+nb8K6nX7C5vfiSP3PnRo0bFT0wq52/XIq54gltv7cnvyGyYo1aMjGw9Dk1yVHqdlNaHE3asba6TIjhhiWESt93aDyR6k8mt/wvcD7NNCpJ/dq2W4J7ZIrlNVld9QVJnHlISxzwq+n/wCutXwrcv8A2pEWJ2zQOhz3IIIrGS925tF+9YnvARqLRkDa2/jPqf8A61Vbt23W8jH76+W59x0NWdUcnUh2+bb+tZuqPtt5ezJMrCs0bI57XkxcM3GG+bHp/k5rkyea6zXpVEIZeSy1yXfpXbR+E8/EfEaWmnCn610ljeSQEFWOPSudsV2wrx15rXgyMVnU1bN6LaSO503XMqoY810lrqsT4+bmvM4nIxzV6K9mTHzZFcsqfU7oz7nqcOpJswrVIdRB6v8ArXmS6xKvHzfgad/bknpJ+dRySLvA9Anv1yfmHT1rHu9YjhH3sn61yp1O7uOEQ/UmnRWFxdMDKxx6ChQ7hzdEWbrVprtykWT9KaloVQySHLdTWrZ6WsKjCc+4pupR+VbufbimpK9kJptHjepTefqlzIf4pDioI/mlCqOvAzU+o272+ozRsD94kZ7g1WiOJlPvXqrY8OXxM9h0B1FhbuOQIGcY+h/wrnNX+a7Lsp4GfrVrwnfeba2uSOFaA+zDkfmG/Sn6hbEzHcDhVAYjqMHB/nXC9JHeleBgWH7uG5t/Rtwx3HrXpGiXD33g2CSL5ri26D3Q4x+Ix+decSxSWVwsy5K9CPUf/WrpfAmtR6fqb6fckfZ7phsY9A2MD8COKcldXFF20OvFzB9jhu4ObedN0Z9Ou5TXPXe2zuS6f6mU5Q5/8dPuDWnldC1GbTb0MdNuX8yKQf8ALMk/eH48EVn6lFNps7QTxrPbOcqOxHqpFZtWNou53Ph24g1/RTFLGJZEBWSPA+Yev1/nXBeK/DMmj3TXlmpazdiGj3E7D9O39K0vCOtWmk6wZGuAlvIMSK+dyeh967LWdd8P6hbTIl2js6cqiE7uOhGP17VsuVrU55JqehxPha/OlSR6nBIzRkBbiL24/MivZFZZEV0O5WAYEdweRXiVvAtlJ5CBhE5YAHqFx0r1TwjcCfw3bDzC/lFotx6nacD9KvDz1sRiYaKRtUUp6Uldhxh2ooooAKKKKACiiigAoooHWgAopcUYoASiijpQBFRRRSAKKKKACiiigYUUoooAKKKBQAUtGKKQgooopgFFFFAAOlLSCloAKKY5IyRz7VEl1E24bwCOo9PrSYHmXxHjvdE8R2Wv2bBY5MK7FcgSL/iv9aNa1aDxHo6XyLtn8opPCOxGCMexx1r0XVtOs9X0yaxvFEkEy4Pt6Ee4rzFdBvtOnmtYMTQqSomLAA+gx9K5a+mp2UHzbnIapGLq0BkB3IAWPr3wPbtW14XiZ7yK4dQqZcxjPbaBirVv4a2mSbVrrER4aNG6jtluw+lMjvoPOu5LOPbb20RjjAH3mPHH5VzSqe7Y6YQ1uZ80/wBpuy+MjzSB+dZd9N5kc5B4aXA98VefNnaNJIf9WpY+7mufurkW9upc52KXb/ePQU4R5ipSsY+uXIeZYx/AMGsbkmpZpGkdnY8scmpLGA3F2qgcDk13RXKjzJvnkasEOyBBzwK0baPdg+1StalIRxU1jFyBiuaUrnfGFiVYD2qxHbua07ez3qOKvxacc/drFyOmMDHisGbHBq9BpBYj5c1uW+njqRWnDabcYHFZuZaiupj22kBcfLitm106NFB25q9FbADOKshABwKhtsd0tjPkiCjgY+lYGrJuUrjrxiulmXGTWFeR+bJipTsytzgfEmgG8to5oQBPHwT6j0rhJrdoHKkgkdcdq90ktA0JGBXmHjC2it9TkhiA3lQX9q78PWb91nnYuhFe+jN0HVvsNxsc4jkIyf7rDoa723u4tRQ4dfNA5U+n9R715Y8TRgZwc1ZtdRntiAGLKOnOCv0PatqlJS1Rz0q3Lozv7uAR7leB8EckDcvt06Vz8ipHIUDMpB+XdwRUEXii7jxtuHH++uf5Ulx4jku12TiN/wDgPWslTkjZ1Ys9F0jX7TxBpq6XqroLlRtSR/4/T8f51HLJcaeh03VFeWzP+rmQ/NH6EH+leWNqJU5VcEdCO1dLpHjuVIfsmqwi6tTxk/eX8al0pbjjWiaOpJqdkweKV7q3b/VzIFIPseMg/WoLS4vxcIWeTHUqF4x71fXUNHkLS6ffiAMPmSTIH0I6Gn2k0M8m9DBcFTyIyQg9z2FTZ9i09b3NyNDPJAHLHI2IM9B1Nej+CbY2/h9FJJ3SOwz6ZrxHU9bd7lPs0pMiHlk6fQCuz8OeONftbeOK7s4JrZeAzDy3/StaKUHdmNaTmrI9cPSkrnI/HOhAxJfXa2UsnRZen5jtXQxSRTxLLDIskbDKuhBBH1FdiaaujjatoOopcUhpiCigdaXFACDrS96MUvegBBS0mKWgAooooAKOtFAGKAIKKKKQBRRRQAUUUUDClpKWgQUUUUAFLSZpaACiiikAUCiimAtFIKWgYmPU1WubGC5Hzrhv7y8GrVNdgiM5I2gZJpPzEYc2i3qEtaajgHosicfpXMa7eahobbJI4pFc5M0acZ989DXcx3kUyCRPuHoccV5z4k0+41PU5XurlYrGN22ruwG56k1yV4QsdlCUmzlb7Vp784DNOxbYigcFj6DvV10j0uwjhYhnX5jjnc/+FVrnUtN0slbJfNmGQJCMbR6KO31rm7/W3ZTlgGJ+8D0/+vXLy30SOvmsrsk1O+aR/LyCkbbm/wBpvT8K5XULwzuEByqnJ/2jRdXrzjYvCZxUcduCMyA8jjmu2nBR1OKrUc3oMgtHui21lUKMkt/Kum8PaMyYdxlj3rJnEdpdWYK7UXDMR+tep6ZYRLZpLGQ6Ou5WHcGpr1GloVhqalK7MO8s8IoC1BaQbZfSuglt/Mfp0qqLbZL0rk5tD0OXU1tOgygraitxkDGaz9NHy1vwKCBWLbuavQRLZeOKtx26YFIFINTIccd6EZti+Wq9s1HJUp6c1VkOSetNiRWn+6ayHTdMPrWvJzVNowH6VBqitOyQQNLIQFQZNeT6rp8t9qUl9POirK5Zxn7o7D8q7XxVrMNuBbFxgctj+VcHLcte3C7m8uHPT+prsw8ZR1OLFTT90vNYaS9rGkKxPIOSxbkexrMvE0uAKrBd5OCE5xTJdKjklLxTZyc4POalXS7dMbkBPrXUvU4reRk3M1rvxbw5H95hTDFLOcRwhB6mtz7LDHjZGg/CpYbeSd9iDJHX0FVzWFyXMNNNbjdkk9KvR6IyRmSUbVAyRXRW9hHCQxG5vU9j7Uy91GCz+UDfL/dHb61i6rbsi1TS3Me30lpgJrhvItl5APBNWZ9TjFstnZqIoQcMwGC9Urq6mu3BlbgdFHQUtrEkx8rGJXZQrFsBeavle7EpdEa1pNFbXMEVpGk8743SHovsK3r/AFKPTLVppWJBOEQfxH2qLTdGi09GZ33zHuOgrD8VWd5LcQypEzwLHgbOdp71irSmkaO8Y3Me61Ca9uWuJm3O36D0ra8OeMdX8Nzh7G5YRE5eB/mjf8P6iuXBNPDV3LTRHIz6l8MeLdP8UWSyWzql0qBprctkp9PUVtk5kx6CvlTRdYu9G1O3vrOUxzwtlT2PsfY19M+HdXi13RINRjXa0o/eJ/cbuPp6U0DNQdaWkxS0xBRRRQAUUUUAFFFFABRRRQBBRRRSAKKKKACiiigYUtJRQIUUCiigApaSigBaKSlzQAUUUUgAdaU1n3+tafpo/wBIuAZD0ijG52+gFctqnxES0Jjt9PkMmMjz22/oKnnSK5WztLi6gtIvNuZkij/vOcCmNcwy2D3ERWeEoSCnIbjpXk2p+J7jXp7Y3cca+WpAVM4Ofr3rDk1TXLEtNpF7cwRgYeONsDPris/aq9jT2Vlc272/1kq8+m6UUi8zy8h9zqfTaTx+FcRqesXzRma6lckHB3t0NV7zxBrt3KTdardOfXfg/pWTPG05Jmdnyc8kmsvZJu7NvatLQ0FurG7sFcXm27LkNBs2qFx13dyT2rGmR5jlThOxPepFsoCQSGAzziuis/Ddm8IcXEsoboVbAH/16p8sGZXlJWOYjhSFQZDwO3qaWS5VsgLwK6WfwcGYmO4fH+1zS2vhSGNv9IZ5Me+BVe0ixcjM29W2vTaqJNqJFhnA/ixW54G114t+lTEmJhuhP9w9x9DVbU9BWOCSSyjAUD5o1/mKw9JaSG/2hGywwcDp71L5ZwaRcJSpzVz1yOIYyec1HJGpPAFY2na5uRYrk7XHR+x+vvWsJhJgryPauGScT1YSUtS/ZADHatyBugFYlpkgcVqwMRismW0aIbAHrThJzniqpZsdab5jcc0Jkcpbebiqs86jvUTyMcjOTVO8kgs4DPe3CQRAZLOcf/ro1b0HypasJtRVeNrE+wrj/EfjUWe+2tQDdYwxJyI//r1k+IvHYmDWukhoojwZyPnf/dHauDklZ8545556/Wuyjhusjkr4qKVoF2W7a5meeeRpZDye5NMiulziQY56jtTUiV7dRGRz94mlazOz5Wy3fNdiSR57cnqW+D8wOQe4pu5skZP51VjeWH5WjJFWow0q5WOUk9ttJpIabYZZyApJJ4AzWzp0cWnB5bi5QMwx5atn+VZ66ZeOC32ZgoH3n+UfrVOcpbtsLoz+iHd+tS0paFKXKa97rDuNlsNin+M/e/8ArVk4HOevfNQMZ5Og2D1NWFXaoGSeOppxgorQTk2AHFOXKkFRyOlIWUNgsAaHlWJck/hT30Fex39nIZ7eOeRWV3UFlPrWf4luzZaU5Q4kmPlqR/CO/wClVfC2oPdpPBMxLIA0ZY546H+lb15aWt3btFdqjR9cMcc/XtXF8FTU6vihoeW5/CnDpXay2egadGzpDHPKB8q7i/NYFn4b1G+zIUjt4yd2ZGxx9PSu1VU0csqbWhQtoZLidIYULyOcKBXsHw8u7rwxf22n31yj2mot5YGeIpcZXn35Fczoei2mnhmSUTTkYZx29h7V0cAQsFlUPghgCOAQeD9eKyliPestjRUfduew0neq2m3Yv7CK4BySMN9R1q0a607q5ztWCiiimIKKKKADFLiiigAopM0ooAr0UUUgCiiigAooooAKKKKBhS0lFAhaKSloAKWkqrqWpWmkafNfXswit4lyx7k9gB3JoAfe3ttp1q1zdzJDEvVm7nsB6k+lc/f+ITJmK3yi45J61w7+KB4r8RytcIFgsow1tDn7jE8sfVugzV6S4JYk9OnPeuOvWa91HRSppq7Lj3Ks7PgBiPvAc1yuuTRalYS3SZWW3OCTxuGa0VujJdyRDH7kL9TnrXO6khM13CuAHPPPvmueF29ToaSRXdj50M0WAmAWWtACdrX7TC53GRiA3KtjjFYdqZoJ0gKn5yFA9zV+bw5eRXZuLPVHWTsHXK57jjjH4Vq7dzNN2MbWLiO5uxi3MUgGJAccmskzGNiJEYD1xmtHU5bhLk2+swiGQ/cuIV/zkfrWPdQy25XdMsiOMo6PkEf0rogtDGbZZWaI8hwPrUqzMOUcr/utisg/SnJIyZCtjNU4IlTN6PUb2IfLdSgf72aV9YuznN4/51jDyz/rJyfYVJH9nJCqrMfUipcF2K52zdXxTMkapiElRjdtJJplrr1vHdSvPDiOddr+UmOf72KoCPCgDA/Cq1zBISzhhtH8NL2aBzkdOIw8XnW7rPCekic/n3B+tS215cWxDQysvseQfwrkrGeSB91vcyQTeoPBrbh8RFG2alYxSE/8tY/lJ+vaonTZpCtr2O40vxH5o2TxRLKOwJXP0rbj120AG6KRD6jBFcBDqGgyYdluYyPX5hV/+2NIIz9sZT7oa5ZUn2OpYhnbjWLBzxdAH0biobjXdPtuHuBI3ZYxurlka3uI1kQSSRsMqwXg1BPeQWeQunXTnvhRj86hU9bFvEWRrX3iudom+xxrbpjmaUAkfQdK82v7m71G5aa7upZmJ4kkbp9B2rbFvf63dF7gNBaBjhccj0AH9a1bbTLK0OUiDN3aT5jXRBRpo55zlUODEI3ERqRnq5GSfpTjaqEKiMjPqOteirDEQSsCD6LTwEAwUyPpV/WDL2JwOkaReXZIWIpHn77DAFdVa+HrOFQZAZn77mwPyrSe4jB/1igAd2AqP7Vb4yJ4PpuFZzqylsaRppDFsrSEYS3jX3CisTU/EK2jNbWMBmlU4LbTtU/h1reN3DnieFf+2gpVHG6NkIPcAVMZWfvDlHSyPN728v7xt928xHoQQo/Cq6MEGQx3ewr0XVjjSrr5DJmM4AGTXCW2nXF2xFvZ3D4612U5po5akGmVfNO7LDd/vGrP2h2U7Izn1qW5026sE33Fg6L/AHmORVU3MhGFAUe1abkEZzuyc596sQwNKwd87ffvUSzyA53ZPuKsxXgPDrj6dKTvYElfU1NOu/sF4swUsACpQcZBp93e3GpzfOTgdEHQVnC4iPPmAVrQyQbFCMuGGRzWUo9TaL6EmnW0EUnnXPzhOVjH8RqaWRppWkdvvH/IpvABxxnvT44XncRouT/KsnruarQ19GRI0eQyqGfoM9q1oX3NjOOfxNY1vpCKd0zuWz0U4xWtGdvygAemetYSNNztfCWt266i2ltLiSRdyqfXH+FdtXhF9JJpup2epwH50YZ56FeR+fSvb7C7TUNPt7yI/JMgce3qPzrvoSvGxx1VZliijoaK3MhcUlLRQAUUUUAGKMUUUAV6KKKQBRRRQAUUUUAFFFFABRRRQAUopKBQA2aaK3hknnkWOKNSzuxwFArwT4jeLH13WBBDLmwgA8lAeCT1Y+/8q1Pid43/ALSuG0XTpc2ULfvnU/61x2/3R/OvMJXyetIZasdRl06/S6iOSp+Zc/eHcGu9n1d5bOzu7Ujyps5B5OR2rzIk5rpPDl95mn3GnNyyuJouPwauetTT942pTs7G6L9xfNc7cMT8yg9R3pt3Ikt3JIrfK/I468VXw2eoppBK8ckdKw5bHQ2XdIhkm1PeQDHAm9T/ALR4FdBvGcEbWP4V5vfaveW1+yWtxJCAACEPBNT2niHXzhVPnL/00jBH505UXLUhVUtDu76yt7+Ax3Eccq+jD+vauR1DwTDy9pO8ffDDcPz61t2OtyNb/wCmWqo3fymyP1qx/bFqwwFfH0FRFzhoinGMkeY31hc6dLsuUKj+FxyrfjUSS4GNin6ivSriewuYykgyD1DJkVkSaPogJlWTyscnYxx+RrojX0tJGDpNbHH/AGkj/lkg/wCA077ZKD8u0fQVuTQaMSfL1RM+jxms2aSKE5iltpf90nP6itVJMhxaI1vAyDzFbcOpAp/2iFwQTgHsah+2v02KKT7WMYaIGmFxsluNheJtwHb0qNLhwu1vmX0NWI7qMceXsHqK0P7CubqAXEERkRxkOhzn8KG0txW7GZHLtI8k9f8Alm39K2k0rUViW4aybaBuKMcHA9RmsiXSr+CUIbWbex+XCGrd3puuQQDzluGiPXEhfH1waTaY4tizeJtRY7YWjt4l4WONBgD6mp7bxLq8S5kaOdOuHAz+YrAZGRijAhh1BGCK3fD2gnUJ1uLpCLReQCMeYfQe1TKMUrscXJs04vGkBAE1lIGH9xw1WYPEkl06i00q5kycEnAH51txWtpEm2O2jQDphAKeo2HaAQPyrlcodjoSn1ZjTXGvSkmG0SEdOWBP61Rk03Wpz+9lzu65l/oK6eRlC73kCY7twK5PX9Zu4pmWzvrbyewhbL/icfyqoXk7JCk0upFdadFY7Pt18kJfkDaWJqJJdBjb97cXM+Oyx7RWFNcTXDbp5Xkb1Zs0JbSPg4wPU10eyVtTB1HfQ6uDW/D9uP3dpIMdCYwx/WrB8W6WowI7g+wQf41yi2aAZdifpV2z0iS6OYLdnH949KiVOHUtVJ9DTvvGEbQstlbMsh4DyEfL+Fc7Jqd9MSz3cxJ/2zV+5sDZzmGaFVcDPrxUEmk3Elq95bxl4lbawXkr749KuCitiJuT3KyRTXHLyNt9WYnNWUtYwORu9zV0WEkGmWt2eVkXkEcqahB9eaOYOXuZk/l+ZiMEY61H2q39kZpz2Q85p/2IeYuGOPetOZEcrbKIrZ0yMyxqxwFU9TR5SPhfKUn6Vct4PJTYVKDOQKick0aQjZlrIHPXvSB2HKsR9Diq9xcLEgHVj2qOOZ9heZgF/hGKx5TZyL63cqHBuGQH1bir9vdW9i5uJboSsVO2NDncfrXOBJbqTdtOOxPYVMwitRjAeT9BQ4Ji5mWZtQmvJzJK5wPur2H0r2D4X6utzo8unO48y3begJ6qev614pFHLK5IH49BXX+BrmXTPEtncu+2HdscA9VPBrWL5WZyV0e8Glo4oroMAooooAKKKKACiiigCvRRRSAKKKKACiiigAooooAKKKKACsHxDrcdl/oMbfv5IyzkHlF6fma09T1K30qxku7liEQcADJY9gK8cstXl1XXrue4cmWZWOPTnoPwrGtNxjoaU43epwmtWUunalNBKD1LK395T0NZZNen6zo8Ws2QjYhZo+YpT29j7V5ld201ncPBcIY5FOCDSpVOZDqQ5WRE4PtXU6fpMT6BFrFm0i3cDHzADkHB9Ky5PDuof2XFfpH5kci7ii/eQepFdF4OWVdGu4pEIjkchdwxnIwf6Uqs/duh0466kceoJeMjMm2XGHx0J9akl2R43NjdwPrWVsa1uysgIK/Kw71tWFqL25iDMdiZfcOe1YuyNlqQBFZ8sAcfxYFW47G6uFBijJXs3StqLS7SIh9pLD+8eKmupLiK2zaQrLLwArnAHvWbncrlMdNGvSeNhP8AvVVurSezANwoVWOM7hzViW18RXmc3MaA/wACSbf5Vk3WianCrPLC0q92Vt9VHXqJssLtblf8aZIvGdorHBZc4yPYGni4mUfLI/51rykORPc29o43TIn1IwfzFUm0mzlJMM7L6AHNSG5mbq3HuKrkBnznb9BVK6JdiKXSGi53ll9RVdrLj5Xz7EVsixu5YyYW85P+mb5P5daqNE8Z2urKfRhg1SkQ4oyHjeM4YEVr2evyw28dvKXEUYwvl8Y+vrVS7gdlLqzHH8NUOlXpJakK8XodVBq0UjBkvGDA5AckEGugs9WjlUCVlRj/ABDoa81q3Y3htZgWLmPuo71nKknsaRq66ncyaHYXWptqMpabdg7OqZ9fethNoUKowAMAAYArhY9dt4zuRp0I9BirsHiBriRY47uTd2DrWMoTe5spR6HVtsQZfhepJPArnNZ124BEenkIh+9My559hTJbmeb/AFkpf2NRFdwwQCPSlCCTuxyd1oYEyXF0+64upJCeu4k1GLOMdWP4VuG1hJJ2Y+lH2OFccE/jW6lYy5LmTFbKGAjQk/ma0odH1CcArbMFPd/lFb2n3traxLEsRjZeN0a53GtdXMih9rgf7QwaynWaNI0kYNn4ZVGD3km4jny06fia2mQQW4SCONccKCcKKzNV1yK0BitmEk/QnPyr/ia5qa5uLly08zOfQnj8qhRnLVg3GOxY1WGRbkyzXUM0j9RGTxV7w5erBO1rI+xJWypzxn0NYnA6UckccVu43jYzT1uegXdn9ptZrZuA6kZwOD2NcNLBJaXLQzx4ZDyDxmuq0C+e9tGSZsyw4yT/ABDsau32lw6goEqfOvCyKcEVzxnyOzNXHm1OPQ2b43KyH2NONnE/ME6t7HqK1X8Jzc+VcIw/2sg1VuvD+oWkbSNGJEXqyHJArVTi+pNmLbWa26ktzIep9qL5hFCJGPPQD1NQWt80bKshyvTJ5IpNckT7NE6tld2c+1FncG1YykmYyM/GWPUjNaMFrlRJKxYnse1ZVtdQGZA5KqO+K1Df2qyBfOG4960kn0Ig0WgCPTio/KjZyxUFjUbXUZuRAGLuRnjoPrWfcajL9q2RNhVODnpUKLY3JI2kIAxjAHQDvWjpwkkuESMfM3Fc82rQKwChpG6fIP5V6B4e0xra2S5uIyk0i5CN1Ue/vUzfLuaU48+iPXtNi8nTLWPzDJtiUbyc54q1WdoU3naPAc8plPyrRrsi7xTOSatJoKKKKokKKKKACiiigCtml7UlFIBaKKM0AFFFFABRRRQAU13WONnY4VQWJ9hTs1ga7qQ2vaRNwRtkYH9BUTmoK7Lpwc5cqMHV9dk1GMTxoVt1JKRHGWT+8fevNL8NouvpPGcwsd6Ed1PUV0+oSzWGmTRRgLLbpuiJHDLn+dc+5TWdKMjIAyE7sf8ALN/X/dNcKm5Nt7HVKnyaEl7rk1lfgmJXspFBRlHJHrn1rSIsdUt0maKGdRypZQcVxkt5cxWn9nzYMavkbhyv0PpU+jag1jeLzmCQ4dT79xVOnZXQlK71O2jdRtKkADjA4xSyYI3AcY5xUUsRBIU4PY1n3WqJp4Xz1Ybjt4Ga50r6GzK+uaeLiE3EafvYxnj+JRUPhdtsNzM7gRZCgscAdyf5Vrx3Uc8KzQsHUjt/KuN1GI2t1JbBj5ed4GeOea3guZcrMZaO50l54mtoMpZxi4buzEhf8TWXJ4k1FzuV4o/91B/WsQegqQD6VoqUUS5tmm2uam//AC+SAewAqvLeXU3+su5mPu5ptpcC3m3PBFMuMESDpW5BfaZdLt/saQn1jTIodo9A3Mq2tLadRv1FYXPVXRh+tX4/DcUvKarbOP8AZq21hpshBfTr+EdyqEj+tS/8IpZzxrJDcyoDyMqKXOFinJ4TYr+6ug31Tisu80O+swXaEOg/iQ5/TrWpf6PPpNqbmPUmwDgDJUk+grOh13UYv+XguPSQBqabE/MywSpyrbT6jg1s6XqUAR4dTdpQfumQBgB/OnrrttJ/x+abC5/iZF/xqRrbQb8fuLg2kh6Bs4/Wm3daoLFibQrG9iEtm/lk9CM7SfpXM3+mS2khS6t8Hsw6H6Guy0y0v7MhGuYri0HQjlvwNX7m3S5t5IJBlHXHHBH0rONRx0KcEzy9rJCOC6n86iNi3VXB9iK7DUPDLoA9mxkGOY3PzD6GsWWwuITiSCVSPVTXRGomjJ0zFa2lU8rxnqOa0bC3vFBezkjkHdCpBH6U/aMY9K0LK5ChY1YpIMAFeM0OWgRirloQy4G6JgSBng0eRITjy5P++TWzp5uLiNmN8+QcFSoPHbrWiIzj55Czeprmc7G9rnMC0nK/6l/++aki0y5kPMewerV0RQZ+97jNOCjbuPP17UvaFKCMpha6NamVkeR2OAQuWJ9B6Vlzz6xqwZIoGhg6Y+7n6k105IAI6+1Z1/rNtZShJQ7zY5SPsPc0ou/QJIxk8MXJUGS4gjz9TVa/0Oewh85popI923g4P5HrV2fxPMVItrZI/wDac7iP6Viz3E91MZJ5S7k9T2reKlfUxdgt7Oe8k8uBGdvQdvqa1oPC9wy5kuIo/UZLGmaTrA06AxNbh1JzuU4NaI8Twhs/ZZSPXcKUpTvoCUeppaTpEWmLIVmLySAAkjArUUqq/OC+O4NYkXijT9vzpPn02g1TvPFMvK2Uexf70gBP4CsXCUnqacySOowMgBXwe47VMuSfvZHcHvXN+GLm7uXuGlnaRAAQrtk59u9dIuSQT90/xelZzXK7GkXc4PVmj/ta4EUIjVWwfc+v41hatKwhVSerYrtvFljHEIr5FAJOyT39DXm95IxKrn5ckiu2irpM5aumhGDwKkUFjgdajQFuei1aSB3BCKQh6k9TW7MUTWNylm7uV3nbjd2zUHz3NwAoJZ24UDJJNTQ6fdXUqwwxb3Y4VFPJr1Xwh4Ki0SNb29VZL9hkdxF7D396xqVIwVzelSlUduhR8K+CRpxS/wBRXfc43RxEcR+59/5V1zjnJ61bccVUk4bg15k5ym7s9anTUVaJ1XhSQGymi/uOD+db1cr4TkxdXEZP3kzj6Guqr1cPK9NHkYlWqMKKKK3MAFLSUtACUtFFAFWikzxS9qQBRSDOaWgApaSigBaKSo57hLaBppDwv6+1Ju2o0m9EVNV1AWMGEI85/uj0HrXHuxkkJOSTU19dvd3LyP1J6elQxDLCvKr1ednsYaj7ON+pDe6bFqNq1vKOGHDDqPpXnd1bX/hfU2jwCrDgkfLKv+NesIo4qtquk22r2TW1wvXlWHVT6iopVOXRjrU+c8zvbGLUrD+0LVDtPEkfdD3/AArGsFjtr5TcglFOVBOBn3roVS88Kam1vdqWt5OQ6jh/9of1FO1TSoLy2N5YkMjcsq8/iP8ACuqMtLM4XFpl+LVIZfkfhqZf20OoWpgduSMo/oa5RJzbjyblWaH+Fx95Pce1W476S0ZVmk3xt9ybsfr6VPs2ndFc99CjFc3WjXrxnoD8yno3uKoarqDX2oSPCpVTtGD16Vv38aahECcCQfdfP6Vy8plinkj8vYwbDFvWt6dnr1MZ3RahBjUKTyBzUof0BquZhGhZh/8AXp4u4xEHYAE9BV2Jub/h22+0aojyW4lhjBL7ug9PrXdoqEBUBTH8KrivMNP1G5jDPCXiB7qetXFuL+6cKslxI+eisTWU4Ns0i0j0UEr/AHh9O9NIDEnJJ9CK4m30rXHICxzxkc7nfaBXV6bb3ltaqt5ciWUnOfT2z3rGUbFphe2Ud/B5M6jyzz8p6H1Fc/P4SPJhuhjPR1/wrqyTt9h6CmlgSBhT3+lEZNbCavqclDoWrWRZraWD5h8wbkH8CKkXR5rmQi/tLdBjia3ba35Dg1i3fjbU2nf7PHDBGGIVSm4/jSQ+ONRU/wCkQW8w78FD+lb8k2jPniasnh++tTu0+7Zj/d3bD/garHWtWs38qYneO0qc/nU9t47tHI+02ckR9UO4Vo/254f1JAslzEc/wTArj8an3l8SL0ezMK48QajOpXzhH/uKBSWuv30DfNL5q91k5rVn8N2t0pl066Rif4C4YfmKx7jRb+2yXtnx/eQbh+lUuVibZrLeaHqMf+lRiKTv8mDn/eFY+pR6dBKh0+eSTByVYcD6HvVLaBkMSDnvxSKAecZxTUUguaUGrGKQOpeNsc45q+uqXUigrcsR2OBWAibpFU8AnFbCQrEmxTlR0qZRQ4slN5csCxnfPsalg1KaI/vXMqZxhhyB9aq88jtSNgKecdzmo5VsXex0bTQxW32iRgsQXOTXC3E32i6kmOcuxIBHalmlaRiTIzLngE9BSRwzS58qJ5AOpUZrSMOUznJyGAHOOPypGA+vrS4zkYwQelNyegA4OOTWiIFzg4x/hS4PTJoHBz29qdGkksqRou5mYKAaHoJFmx065v5tsUYOB8zHgLXQw+EIWiy92Sx6bRjmtfTrNLCzSCNSGAyzAfePrVk7nYAZ9enFcs6rvobqHc5eTw7qNjIJrObe68jacN+HrXQaPqq6hCY5QUu4/wDWRkY/EVdRSCAxA9DWbrWmpJbPd7xFcQjKzKdufY1F+bca0MPxpdMZRb7uI0AKjjDH1/CuCnYbguOnNbmqyu4Uu7O7tlmY8n61h3CNvyB7V3UlyxOWo7sdbRiSVQ2SOvtW5Z2txe3KW9vE0kjcBVHX/CpfDvhi91Rl8tfLiPLSvwB9B3r1fRdDstEt9sCZlI+eVvvN/hWNauo6I6aOHctWVvDPhaDRIxNNtlvmHzN2Qei/410JPrTVbP0oPJrz5ScndnoQgoqyI5KqSHmrb8iqbnk1BqjU8NybNZjH95Sv6V2tcBpD+Xq1q3/TQCvQO9erhH7h5ONVpiCloorrOMKKKKACiiigCnSgUlGTSAXNJSnpSUAA606jtRQAcAc8D1rlNa1P7VN5UZ/dJwPc+tXtc1MKptYH56SEfyrmzljXBia/2UejhMP9uQg5qzAnc0yOPJq0qhQK889FsehxTs00GkY4oRJU1TTrXVrNre6j3IeQe6n1HvXl+r6TqPh65ysj+Qx/dzpwD7H0NerO/HTNV7mGK7t2gmjWSJxhlatadRx06Gc6SmjyC5vhdqTOqibruUYB+oqlDclEdQPMhP34j29xXVa74RfTpftFtvksSfmwMvEP6isa88O3MQ8+1mjnXG4FOCRXdGcWjzp05Repmi8ltGKwyCSBhlc9v/1VmXkks1w0snV+46GpbglckqVYfeUjvRHiTTC7DcEkHPpkVrGy1RjK70K7NI0a7hlR0NWLSAykM/3F/WhbiJiE2/JjvWjHwMKAB2xVN6CSuy/pdiL2/htSwUMeTnsOa9BsoLezVYYQiD0UjJ+tebIceoPtTgpDB+dw5znmsZRcjVNI9NJCn5mPv3pxUcDhvc9jXDW3iXUbVQpaOZBwA684+tWl8YXIx/okWO/znJrF05F8yN/WL19O0q5u4E3vEmQp6Z9T7V55N4r1udixvtntGigD9K9BsdWtNYhKBUExGGikPX/EVxuueEJrYy3WngPbqCzxbvmQd8eorWlZaSM6l+hyzFnZmZiWYkknuaTpnNHBAIPWjNdZgJikp3GKUBSwy21T1OM4oARJJIjuicofVSRWhBruoQf8t2kHo5J/WprbTLC4UBdR+c9tuP51O/hvByt1kdsp1qHy9S1zPYRfEEcn/HxaAk9Spz/OtC3FpeQiWKP5emMY5qnF4bjwTLcE45wq4zWpDBHbwrFGoVB0zWUrdDWN+o1bWBCHEeG7HrUh4PPHv61NgYxuGQPwpjIQTjOPrUal7E1hZi8kYOSqJ1C9a0JPD9jPFjM6DGc7/wCdU9MmEN2EbO1xtz79q6Db8owrelZu6YmznH8JwhgyXMxAP90Vr2FtHZ232eKLYgOck8k+5q6i/wB07aGcZICE884pOTBIz7jRrS7bfNBH5gPXoT9asJp1pEgVLSLH+7UoCuGcHpxSBtuNpx+tK7HZGXdeHbK6VjHCbeT1U8flT9L8PwafKJ5JWml/hG37tawyQDvHNOzJkAFcj9aHJ2sNJCK21hwwx61K3JBV8H0FRvEcbiSST06Yp8YfAG1Rx1NZspDmUS5G/k84PFch4lkuI75IGZjCEBRc8H1+tdZJPHawvNcbVjUZJz+lcPq2pPql0DtCRJkRpjoPc1rSWtyZsxrhWkv4Y9vHWnW1l5uobtuUWfBH4VOID9tEvBXbgfWp7M7AXzktKT+VdMnoZwjeSuehaQVjgUAY4rZWTIxmuc0uU+UpzWyj5PWvMmtT2I7F9Dx1p1QxtmpqzAa9VZF+Y1baoHHJoGiO3cxXUT/3XB/WvScg8j615k/B969Hs5POsoJP70an9K9LBPRo83HrVMmoooruPPCiiigAooooAp0UUVIBSj1pKWmAtZWr6mLRPJjb96w5P90f41PqN+tlCcYMjD5R6e9chcTPO5ZjknkmuTEVuVWR2YbDub5nsRuxdiaei9M0xFqwi4ArzG7nrJW0RLGoBqXFNWlyOtIkQkZqN3460SHnrjNQnpnNA0hGIzzTQ1Rs2c+1RlyBmmhk7NlSD0PWuO1eFtNkea1QPbsfnhzjb7rXSyz4XrWZJBNe3KwwRtLI/CooyTW1NNsxq2tqcLqNo+oKn2aBjcykLGpHOT2rnNOv1hDQSoGQnJz3NfTfh3wraaPaRNcQRSXoYuZdoJQkY2qfTFfOXijw5caF4jvLCRCAsrGPjAZScgj2xXpRh7tmeRJ+9oZspjknd4lKoxyAe1WYrx4lxgH61XMflRqjfezmlXJYY5JOKvSxF9S7JPdsobBVe20Vb06xvLyQO7OkQ6k9/pUq/KoHXgVJFPJCwMchA9+9Zt6GiWtzSbTIiSoMu4dzion0wDJWVhj1x1qzazNPFvyM9GGP5VKWYYXAxnrisrs0sihFo+qSSKYYHx1VwcAH2NP1XTPFV1aiN5JJ7cDmJZBk/Ud6049SvI0CLOyp0wMcUyO6mWfzvNZmB+8W/Q+1F2ncHFHASJJDIY5UKOOCrDBFJknsa9NluNM1bEWoWcbMeAxPT8etQf8ACHaIzZ2Tp7eacVqqy6mTps85JB7U5UZ8gITgZOB2rvJvA+nsP3VzNF+Ib+dYWp+G73RB9st7mOSJOrj5GH4HrVqpFkuLRzo7AHqe9bNpbatGiyW867PQSbh+VV2msLwAzI1rN3dBlG/DtTUWezfzLa6icDur4yPcGiWoJ2OotHuHtw1wqLN3CnIPvUpPbIJFZ9pqVvLBG0ssaSkfMA2OauK6SkFHDe6kGsWmbpispLcp1HOOmKVuv3eD79qTLlfv/lS7mA5TPHakMU4wNuQexPrXQ6dfG6gGQ29eGA7e9czLKsSb3JAHGc/pUa6q9qBNayfNkZX1HpipcbiO0LEvkEj6UgLkYbhfcYrNstesrtVDytDJ3Rz/ACPetQOrdGLAngjms2mhpiFNwzjr6U3aBkDAY+tPYnP3eT3zTdpOTjFIBowx5+XvTkfPAJznvTXmhgGZpIl9QXArKuvElhASsJed84xGuF/Olyt7FXRslSB853VJ8qgbnC8/xYribrxHfXIKRP8AZ09F6/iayZHdzueRpO53EmqVJsTmjr/FM1o+i3EIuI2nbaVVCDyDntXCwagV4kGT/eFV2vZd3y4RR6Cos5JPc1106fKrMwnO70OggkSRQykVIF8uNFXpmsSzmMEyt/CeGFbrAFCV5wFI/E1nNNGtJ31Ol0+bCKBW5byZHNcpZTYCiuhspMiuGoj1abujdhbIFWgeKowNwKvL0FYFiHvULjmpiKifrQCK8gxzXb+Hp/O0eIZ/1ZKVxT9K6TwnPlbi3PXhx/KuzCTtKxyY2N6dzpaKKK9Q8gKKKKACiiigClR1ooqQFqC7uks7cytyegHqalkkWJGd22qoyTXI6jftdzsc4UcKPQVjWqqCN8PRdSXkQ3d09zKzu2S1VgKCOaeozXkylzO7PahFRVkKoqwg6VEq8VPGMVJTJV4GcUxuDUnUVE5A60EETvxVZ34xUjnrVWV8cU0ihrv15qF34pjP1q3pmlz6pcbYztRfvueij/H2raFNtmdSooq7K1rZXOo3At7dNzt1PZR6k9hXe6Po1vo8GyIBpmH7yYjk+w9B7VNY2Fvp8Aht02jqzHqx9TVsda9GlRUEeTXryqaLYWvOfi7pUdxoltqzbVNnL5bt32vwP1H616N3xWT4n0hdf8NX+mH708fyH0cHK/qK1ZgnZnzBPA7XLAqSAwHFXkt4942RgsOmBU09u8M0kTqVli+VwauWceyJSBlm5J/pWDkbqJFFYyv1Kr3JNWF04KQWmJGOiirRDbeAT64pM4PTnsTUXLsCARoEiU8cZPWnFiwwwYEc8UBnK5wMe9M34POT9BQOw9ShUjcVPoaXDcnOR35ohe23YuVkAPRlbpWzHplhPFvt7liuOgbJH1pN2EyKw0yGdRO0hYZ+6Fxg+ma1fKKtyCMn1rMGnS2cnm21yHPdH4BrVKErkNg4HB5GazYDhz2Ixx0qhqelRapYPayvIqkhgwIypHQ1eCv3YEUjRbuc/lmmm07oVjz+48FarGx+zmG5TsVcKfyNVn8I62g3NZj/AL+KT/OvR1jCA7mAXtjrUE2pWtsAryOW64AycVqq0iHTTPK7iyurYlZ7eRCPVahjleJwyOyEd1NeoyXOn3ylJJUHcCQYxWHquhWRZWUqwfoyNhh9fWrVRPclwa2Oettdnj+Wceavr0b/AOvWza6lbXIAjlwe6NwaxLnQ7iLJi/er6DhvyrNdJIWw6sjD1GKpxTBSlE7aWNZkKMev4VlzWzxNllJH94VlW2r3UGAzeano3+NbNtq1rOFUuYn/ALrdPzqeVofNcrMAfRvwqSO6mib5JpUHsxFX3tYJcMVCk/xDIqs1gwGUcEHjBFK66jHLqt7uGLuXGOfmpjXty5ObmZs9RvNRSW8yH5k4/OmEe+DmqSQXEYAnJySe55NLuwBj6U05xkgdfWgqx5AFIQ7eAemKTduPGOKT/ebn0ApQynIH60DRD9kty2SPyNSpZ27fdjP50uORwKkVscANn2p3YcqM+5gEUpRFYY65rT0yzubi2vb1ctDaiNZPYMSAf0/WnGPz4vLdevQ56V6h8NfCrP4Y1u31CPYNRIhX2CrwfzOapWloL4Xc4C0kK45rpLGbKgiububabT76azuFKzQOY3HuDWpp8x4FcVWJ6dGasddbHIrRSsizfKCtaE5FcbOhjm6VE4qcionFSNMrN1rQ8P3HkavFk4V8ofxqiwzTI5DFcK44KkEfhW1GVpJmdWPNBo9KopsUgmhSVejqG/OnV7Sd9TwWFFFFMAooooApUUdqyNZ1IQK1tEfnP3yD0HpWU5KKuy6cHN2RS1rUxI/kRN8i9cfxGsTdmmuxY5oHHSvJq1HN3Z7dGkoRsSgZFShR+NMj6VKOaxNh6ripFGDUat6c08vgUyWPJ4xUEr4FK7kDrVSaQkcUxWGzS4Bqk7k8+tPZixx61e0vR5dSlHVIV++/9B71tTptszqVFBakWlaRNqc5VfliX78h6D6eprubW1gs7dYIE2ov5n3PvS29vFawLDCgSNeg/r9amr0qdNQR5Fas6j8gpaSitTEWlzxSUUAePfEfQjpevjV4ot1pfjbIMcLIP8ev51ycUkTAhSCfTPSvoDV9MttZ0uewu13RSDr3UjoR9K8C8QaFPoWoyRE5Ctjd3zWFSNmbwn0FZgi5yCO+TiqrX8YPyqWFUJJXkxvOcU0cE4AqVGxTkXjqYXgRDH+0akhvlmdVIKk+nNVBeOVCvHE4Hdl5qSNpAC8dogPZuaGguaIQEEjB+op8FzJaSbo8hvY1lNPeHOFKj0C1X/els5fPrzS5QudjDrW8EywDPcg5z+FX7a9jutzQkMwwCp4P5Vylnq6wqEvLRJ17MBhh/jVyLXNOgcvb2syyYwRnp+ZqXB9B3OpG9jjgVz/iDVb+xvUht5DGoXeTtB3HNQnxYeMWzj331m6tq6an5W6Py/LyM785zRGDvqJsuQ+K7kHFxGsg6kp8taEPiTT2UvLvjwOsiZA/EVyD7V5U800ScEM34Yq+RE8zPQFhsNThV0CSBx96Mg1k3ukvbHzY/nj/AFH1FccbZlkMlpKyNnOFbFTjX9ctDg3UhA/vgN+tCg+guc28kg9QfzqN4/MB3BHHuKy08RPK5NxAvP8AFHx+la0TGSJJkUtEwyGHQ/jTaaKTTK5061m+9AmR6f8A1qrSaJatwDLEc8HqK0nAA4U89OKUHIAI4oTY+VGOtrf2GRbzCWP+4T1/A1PBrSj91cq0L57jIrQK54zkY6EUx7eK4BWSJWGeOKL9xWJYn85C0ciOvqppsqRDLSqo9zWe+iRbi0Es0R9OtS29rfxSASzrLD33LzTdgRILe2lJ2lPwekOnIQdszCpJLKNmICMv0PFQ/wBnuOj9OmaQxr6dIOVdSMdziqrwyRth1I981dGmynhpRg9gKli0Zp32JI7P0wFouKxmrhaljJ5+bNb8PhKaRgZLhU9tu41K/hCYAtBMrn+6y4qeeI+VmTaRlp4kGBuYDP419D6Ba/ZdGgU8M4Ln8T/+qvCNDsHvdatbQDDvIFIzyK+iVQRqqL0UBR9BWtJXdyKj0seVfFHRfI1KHV4l/d3K7Jcf316H8R/KuNsXw9e6eI9JXW9AurLA8wruiPo45H+H414OitDMysCpBwR6Gs68ep0YafRnXWUuUAzW1bvnvXL2DnC810Ns/Q5rzZqzPTT0NIcion609WG3rTW5OagSRXdagcYNWnFQsuTTW5TO18P3AuNGhPePKH8K065rwlPhbi3J9HH8q6Wvaoy5oJnh148tRoKKKK1MQooo60AYep6gLG3wuPOb7oPb3rj5ZWkkLMSSTzzU11dSXMzSSNlmNVa8ivW53oe3h6Hs1fqKeacoyelCpxUqIAelcrOkegqYDpmmBafmhCAcUO2BTHfC1XefApgLNLxiqjvQzlq0tI0htQk82QlbdThj/ePoK2pUnJmVSooK7E0jRpNQk8x8pAp+Zu59hXYwwx28KxRIERRgAUsaLFEscahUUYCjoKdXqU6agtDxqtV1HcWikpa0MhaKSigBaWkozQAGvMfiBYxapK32c5uIVBb6/wD6q7/VdQWwsy/BkY7Y1/vN2rnZ1tdD8PXd3qIDyXClTk8sT0A/z2rKbua011PBL7zYJF5KnJUr6EVXW8kBwcGug8X2pS5WZOY5AGU+tctzmnCzQpXTN7TWguDknMg/gxWsNg4bI4wOMVxilkYMrEMOhFW4dUu4ZN3mGQd1fkGplTb2KjUtudLlQchmx14p2/dnms8a3Z+SrsJAx6oB0q9FIssayp9xhn0rNprc1TTKtxcyxsV8rC9iec1Wa5MqlWUfUCtMSox2iRGPoGoaFJAcouQOCRTTJaMrCY6H8aNo6cY9xV/7KjYwiZpj2A/hcA9uM1SYrMo4UcZp6IspCqpZz0AHWlkikjPzr+OKsaTdxWGpRXEwJRcg7eoyOtDegrMR9H1BBk2c3HoOcVXeIoSkisG/uuMEV6FDdwXMe+2eOUHnOeRVfVhbJp8093aCZYoyxA68dgazjUfUbiedS2cLsRjYw7irGlajcaHcHcrS2kn30B4Pv9apvqTPIWSFQpOQuScfjQNQzw0QIPvW9tNTLY6+GSw1NQ1jdosuP9TJ8p+lUb+ZNNmEN04RyMhcZ49a5SV4zJujVlHp6Usn2iRVkk8x1xtVmyRgdgaXsylM6uGZJY9ybWU91NPDRk8Ka5rTb/7E7blLI2PwrXXWLNl+Zivr8pFS4tFRnc01xjHNAKgc7+vFQW1xDcKTFJuAPY1ZHB4/WoLQgZcng4zzRtVjyhPpzTgCBuLZz60qh2bgbvYLmi4F220iWcqZFMannJPJ+lbttbxWqeXEuM/e9Sfesiytb1mQl3hQHPzN1/Ct0AKPu8Y6isZNlpCtJIGHXB44FQ32pR6dblmfMrD93GTk59foKnABKgBjXIa/Y6k91cO0RcsCUZOQF/pUwinLUcnZG98MLEX/AIzlvQS620RZ2PQseB/Wvba86+DumG18Mz3zrhrqbC/7qj/E16LXpQVkccncUdc141470j+zPEksiLiC5/fJjtnqPzr2SuT+IOmfbPD4ulXMlo+7/gJ4P9KmrG6Loy5ZHmdjL0ya6Oyl4xXJ27FW+lb1nNgivLqI9mm7o6JGyOKf1FVIZcgVbQgisDQa/FQsKmfpULe1IaLmh3H2fVoWPCsdh+hrusYrzWNikquOCDmvRreYXFtFMP41DV6eEnePKeVjoWkpElFFKK7ThEpaSlxQB5eSPSnKMmmgZOasIMc189c+kQ5VFOxg0mfems4FITHM+KYZMio3k4qs82BTQ7ErzjpmqzSFmxmoDIS3qa6DQ9CN0VuroFYP4V6F/wD61dFKk5vQxq1YwV2N0XRnvW86bK246nu3sP8AGuwREjRY41CoowFHQUKoVQqgBV4AHQClr1KdNQWh49Ws6juwooorQyFopKKQDqDSUUCHCop547eF5ZW2qoyTUmcCsqZvtswdl3Qxt8if89G9T7VMnYaVymw+0zNfagFjhhUvg/8ALNOv5n/61cOTf/ETxCVgXydLtuA7dFGeuO7H0ra1me48Taj/AGBprZtY3DX1wp4Zv7gPfFdnpWl2uj2CWVpGEiTk+rHuT71mk2za/Ijzv4ieELa08PwT2KPthAiYFs59GPvmvF2iYAnacA4J9K+sry1S+sp7ST7kyFOnqOD+dfPusaStrqc8QQLk7ZYz/C461TfLsZr3tzix70HjtVme0MN2IjkgnK/SrjRqV2lQR9KrmDluZakB1LDcoOSPWtS+1RJLYQ2xcA4yMYwPSq72Qb7h2n0PSqssMsDYkQr6HsaHZiV0NjYrIrA7SD1HauoivrWQ8ToTjp0rmE2EgOSB6gZq1/Zc7x+ZAyTp/sHn8qmUUxxk0dLn5OvTp704c9c1y0N1dWL4DMuDyjVv2WoJeJlOHHVe4+lZuLRtGVy1vVRgj86b5cbN8qg+9P389QOeM0qBCx6D0qCrBE7wurpwVIOa6Ga+sQNstzEAw5Xdn8DWItlcSANHFIyN3A4NQ3nh68YGaO2I7kdz9KTs2KxsJc6NbRhEazCHrtQVmXVp4WuZt5wjHkmIsoP4VhMnluyMCpXghhyKAq545qlHzJsbc+g6DfqxtJ1hfsEk7/Q1RuI9R0iBbLz2W35KbT8rZ6mqhxnpSn5gMliB0GapXQWRSktElJY5DHuKi+wY43n8q0NnfmkwRz1q+ZkcqH6RK2kyySoiSl12sHHGK6yway1O2MgtyjA4YAnANciDx0rT0vWDpsciGISK5DcHBFZzVyo6HULp1unKp+ZzVlF2LhUVR7cVhxeKoQf3lq6A91bdT5/FkCxf6Pbs79iwCgVlyyLujeMbE5659Kl8psDkjPY157Pql7dSbpZ3z1AVsAfQVrWKaudOmu0uplgjUsozksR6UnT7lKR2Erw2kIkuZUiQcbpG2iuQ1TxebxbmysocRv8AIJs/My98D3q5B4WfVfIuNSvJ3UjcYd3f6npWhpXgS2XV4h5jSK9zHtU/wJnLZ9TgYq6cYJ6kzcrHq/hfT/7K8L6bZkYaOBd4/wBojJ/nWtR9OlFdxysKiubdLy0mtpPuTIUP4ipaKAR4Hc27Wd7LBICHjYo31BxVy1fkVr+P9P8AsXiN51GI7pRKPr0b9R+tYFq/FedVjZ2PYoTujo7Z+laUTjisK2k4HNakUnTmuOSszrLjHIqIipEORQ471AIrEYrsvDdx52meWTlomI/A9K49hxW14YuPKvzCTxKuPxHSurCztM5cXDmhc66iiivWPGClpKKAPM1AA5p3nBeppo6UhGRjFfPH0oklwoGQarm8U96bNDkZXg+1Yt15kL7uff3qoxuDNh7gHoartJuPXms2G5LNgmug0PTH1O9UdIl5kb0H+JrWNPWxlOooxuzS8P6H9sxdXK/uAeAf4z/hXZAAYAAAA4FNjRIo1jjUKijCgdhTq9WnBQVkeJVqupK7Cg0lGa0Mg5pT0oooAB0ooooAWkNFNdwilm6e1IZDc5lHkKcBh87f3V/+vXO69fTuqaVph2TzHy9w/gX+LH4dTWvd3JhjdVZRKw3OxGQgqDRbD53vpEw8g2oD1Vf8TWUrt2RpHRczLGg6Nb6JpyW8K8gfMx6se5P1rUoorRKyM27u4ua8P+LFlJaeMftVsSPtNskzAf3gSpP6CvcK80+Llqgi0q+/iVngbH90/MP1BpSHHc8njuI75kLgCZPyNDgq3pVa+hIkEsIHqStNjvgy4lBz61Fuxd7aFnHfJNTxujp5Uyhk96pfaocdfwxVlI3kTeoJXsRU7DuQ3ekFF822O5O6HqP8aoW9zNay74mI9ux+tdBbeZgrIGGOlRX+mpcLvT5JfXH3vrTjJbMHDqhbea21OEiSNAw6qev1Bqe20yC2mM0O7djHJyK5vE1pcZ5SRT1rprK7FzbiVV5HDKOgNKemxUHd6lwDdy2OO1aVhYK07x3lu6qVyrHIFZBYHOQR9DWzp+rKFEF2+VH3Xx0+tYSubKxsACJVWOIlBgcGqzazp9tI0UtyqkDBHJx7Uai0i6TcNacybCVI9O+PwrgdxyecZ9amEOYUnY7HUH0HVE3PdxpLjiVeCPr61yBCq5AO4DgHpketMLMDS7iTk8n3reMbEN3Jlt5HXcEb61KtjMeSMD3NQx3csOQpBX0IqQ6jKVx8oB9qHcFYvQWaL1+Zj60S29uR84Cn13YrDuNXlXKrIxP5AVTN/OxOXz9RT9nJg5xR0WLOI8Euc9DzVaeSOQ4WFUHY45rH+3zAchT+FNa+lI/hB9hVezZDmjTbrnApcgDczYArHM8znBdjntXZaL4LMyLcam5x18hT/wChH+gol7u4o+9sT6FoX22KG9uCPs78omcFx7+1dgiiMKgAEYGAq1WmeDTtPkmcKkMEeQNuOB0ArDv/ABGg1GwtbS5SFQyyXUm7KouMlfr9K5rSqbG3w6HXRIRzk7D2rf8ADkO/VY2IyI42cn68D+ZrzpfG1nLfR29pbTXBZsbydo+uK9K8Fbpftl0QAG2RqB2AGT/MVVGDUtSakrxOuooorvOUKKKKAOQ+IlgLnRIrsLlreTBP+y3/ANfFeY25Oa901G0W/wBNubRxkTRsv444/XFeGFWgnaNhhgSD9a5MRHqd2ElpY07dsda0YZRwM1jwt8uasrMUYV58kemnodFA3HWpwMj2rOspCygmtNcYrMbK7riltZjb3MUo6owNSSrkHvVU8Hmqg7SuTJXVj0hHEiBx0YAilrP0Sf7RpUR/iT5D+FaB4r24u6TPBmuWTQdqKKUVRJ5knIqQoMVFG1WByOK+cPpis68VSuLYSKcitJ1qB1zTTswMBdNlF0iwqX3naoHr2Fen6Npq6XYLDwZTzIR3P/1q5KynazukmTqpzg967mKRZollQ5RxlTXp4RqSv1PKxvNHToSUUlFdx5wUUmOaXNABRRRQAtFJRQAtVpGLyfL/AAdPc1OTxxTUTApMCm9oZX2H7ucsfWryqFUKowBwBSgAUtJKw7gKWkFLTELmuM8b20Wp2ktvNKI0SF5QxGcFR8v5scV2LHCH17VxHjBydOvvK+VwY7YN69WY/rUTdlcumtTxhkZMxvkFTVCe0ZmLRLk4ztFb+sQC3uVCrtVkDKR0NZqyMjh1fDKcis4y6mskYpB44PPSrdpqEtr8uA6f3WrsBbWWs6eu+MAj+JODG1YN14XvoSWg2ToO6nDflTVSL0ZDhJaotWl1HeRFl4IPKnqKshQP/wBdZGlYt2lhmUxzkjhxjIrXA55bntUS0ehpF3Rk3ERSQh1BB5FOtZ/sg8vb+7PPy9q0ZoPPjwcE9iOtZbK8UhRxgj1p3uFrO5rrLujBGGzznNPAHDH8qx4Ll4M46dwelaUVxFcAbC24fw5wamS0KTL9rqM9of3TNtP8DdKsSRaNqTEzIbaVj95TjJrN4I+9j2PFLtAYc5zzzWdiiLVNHl06Hz1/fW3/AD0Xt9awFv0LDchA9a6dXZI2jWQhXBVlHcVz8+hyo+YCHQ9M8GtYNbMymn0FE8Mh4kA47mobqdViwjZY8cdqifTLxBzbv+HNRfZbgf8ALCQf8BNapIzbZDyaXFTC0uf+eEmPXbUTI6feRl+oq00TYSjFHNFMB8W9ZkMYJcMNuBnnPFeq21+9ppcM2sPHbzlNzqxxz9PWvK4ZpIJBJC7I46MvUU4zSXEwM8rsScFmJYgVlUhzblwlynQ+JPEp1X/RbXctopySRgyH39qwIY3lcJGjMx4AArpLfQrRCpfMp6/N/hWtDbxQgeREOfRcVCnGCsi+SUndlfw/pH2NvOuAPOYcd9o/xr3DwraNa6PFv+9IWkP4/wD1gK820S1EsonkUEZ2rgdT0r2KCAQRJGP4VC0UW5SbYVbRjyolooorqOcKKKKAFBwc14x4utBZeJryNeAZN6/Rua9mrzL4jW3/ABPoZR0eBc/UEisa6vE3w7985aBgcDP1qZctLgdKgiiYEcYFaVtB82cV50tEevF3NGyRtoyTitVQAtUrZCqgYq4vSuds0BiMYGarSZqww75qJxmhAdN4Um3W9xET91gwroa5Pwo229nT+9Hn8jXWdK9jDu9NHiYlWqMKKKK3MDyqNjxVyNu1UI25qyj186z6YtkAioHTvUqvkdqGHH4UhFJxgmuj8O3u9HtWPI+ZB/OsGRc0lrcvZ3STJ1U5x610UKvJI58RT9pBo72kzUcUqXEKSocowyKfXsp31PCtbQM0UUUwDJoyaKKADJpRSUooAXFFGaM0ALRSUUALRRRQAMQFLHoBmvOPFkssbJjkKDMw/vFm5/QV6M43IRXCeL7UjVCwchXhUAHpxkGsK+kTWl8R534heN7S2IwSGJH0xXMrPFKcZwfQ1q62jW94SxJXbkVzs0qSnIQKfUVNJLlLm7M2bS6mspRJCfqvZh711Nlew3i+bEB/to3UVwNrOS/ltyvYk1oQXElrMJIWw47+o9DSqUuYIzO0u7G1v4PLuYty/wALDgqfY9vpXBXU8lhdGO1vhcwg5Rx/UHoa7LTNZivcQSjy5fTOQfpVHVPCC3LvLp7rHKct5LcK30PaopS5XaZU43V4nPx65KvMsSt6lflNW/tlpfoFZ9kn8O/j9e9YU8MltO8EylJI22sp7GrP9l3Bj8yLZKuM/K1dDhHdGKnLYuvA8T7WB55BHQio1HIYHBHSqcdxPaOEkU7e6OD+lbX2VZollhYgMMgNUPQtNvYbFeuMCVd3v3q9HNHKMKV56juKzTbyqTmM/hzURyh5yDU2Rd2tzbAPTGfcUuAB0OcdKy47+ZAFJ3D361aS/iIG4sn05FJplqSLI479PelZQemeaiF3bsP9auRSteQKAS7H2FTqO6Kt9qAsZFUxu5IyMcCqU2txyxMhtcg9mIqteNc3lwSw+QHCAngCoTaCNC7t0GSBW0Yo55Skysa6uHTrQWsQMSP8oydvXiuVClydgzjmr1teYRUdiCBgHtVTV9hQaT1OgGmWR+ZbeP6YqaKyt4juW2QY9qxN8nZj+Bp++Qjljn6ms7M1ujo1ZSSNvPtWjp1obslclY16n1PpXIJI+R8x/Ou38MI0Wkhm4DOzZ9vWsaisi4s6nQrFrjVbCFVVIYpPMkA7hRkD869F571xHge4W/vbyaJP3MKhBIf4if8A9VdxXTh42ic9V3kFFFFbmQUdqKKACuF8fxhr2xY94m/9Cruq4Xx46m/tE7rCT+bVlX+A2w/xo5IL2Aq/bR+lVIxk8VpW64ryqjPagi7CgxU2KZEvFWEX1rApshZeDVdyQauSJgGqklVHcN0a3hhv+Jvj1jauxrjPC651fd2EbV2Vevhv4Z4+L/iMKKO1FdBynkatU8b1VBwKlQ9K8Bo+lTLqP+VTqeKpKxAwTU6scVDQMmZMjiq0kVWVPFBUMKQi/wCHr/y5PsUrfK3+rJ7H0/Gukrg3UxuGUkFTkEdRXYabei+sklyN44cD1/8Ar162Fq8y5WeVjKHK+eJcopDRXYcAZoopBQAvelptLQAtKKSigB1FNpQaAHUUlFADJpY4IZJpW2xxqWYnsAMmvHLfxNLr+uX0txJtWRj9nVjwir0H5c16T4yufs/hS+wcNIgjH4n/AAzXh7WO/RbtmBRRIjhgOduSCf1rnrO/um1JW1N7VNNS93ocK/VTXCanpdxpcyrOoCvnYw5DVpaxY6xo1vbhrtprNTuhkjY4UnnHqKzdQ1m71KOGO5KERZIKrgknuaKUWtnoFSSfQo5qVJJYRuGdvv0qJFLsFHU1YEk1t8rr8voelbMzRZt71RIjD5XUgj613Gn67aXIVZH8qVuqP0z7GuDUW9x/CQ3tTljni/1bCRf7rVhOCkaxm0dbr/hVtSle+sZFE78yRueH9wfWuMeO9025KSRyQSA9GGP/ANdadhr91YOBHMyc8xycr/8AWrok8QafqUPlajaqQRjON65/mKSc46NXQ7Rls9TlYtVjkGy8iVwf4tuf0rct2ha3DQFWXGPl7fhU03hPTNQQy6bd+WeuA29c+nqKoWmjXOk3ci3DqMjAABwfehyi0OKlF6lzkDrkZ7U1gso2ugI7ZqQ4wORj1pvzZOeT7moRtZFZ7GJjwGU/7NQvp7D7r8e4rQycnAIqH7XArkFxkdcetNNktIzzaTqem4e1RtDIn/LNh+FaTX8JyA7H1GKhfUM/dTP+8apNk2RSww7EfhVW8JEO09CauyzyS/fJx6CqN28Yi2E5bPAHatEZyaG2AH7w49Kgnj8uUjt2qex4WUgZxzimC3mmLOwxnnmqvZ6mZYtLlpCI+BgdRVxRlsjmsaN2glDAYYetalvL56bgMVEkVFmlYC2W7jF7vWAHLbBuJ9q37/XVuoVtLCJo4CArZ4JHp9K5qLC4JyT61dsm86fZGS7AjP41nKN9zRM9t+Htl9k8KxSkYa5kaT8BwP5V1dVNMtBY6TZ2g48qFV/HHNW66oqyOeTuwoooqhBRRRQAV5746b/iexD/AKYL/M16FXnHjr/kYV/64p/Wsa/wG+H/AIiMa35IrTgHIrOth0rUgHNeTPex7a2LkfSp1HrUcY4qXOBWYmRSscHFUnb1qxM3y1Tdqcdx9DovCkebieTsEx+ZrqqwvCkHl6fLKf8Alo+B9BW7ivZoK0EeHiHeowooorYxPI3jKkg0i9cV0Gr6X9nbzI/9U36e1YDIUevHqU2nqe5RqqauiVTjtViNsiqin3qZK52jouW1PFSKagVhipVOaQDjGHBOOafY3Umn3QkAJjPDr6j/ABpUPFI6Bh05q4TcHdETipKzOrjkSWNZI2DIwyDT65nTb9rCXy5STAx5/wBk+orpQQygggg9CO9exSqqorniVqLpSsFFGaK1MQoFFFAC96Wm5pQaAFpQcUlFADqbJIkUTySuqRopZ2Y4CgdSTTh2rj7128ZeI5dBgkK6Lp7BtTkQ/wCvk6rCD6d2oA5rxhrVxf6I+vSeYmleb5Gm2+MG4P8AFM/+zxge1ctompQ6ws1kisD9k2yBwMZ3dvbmtz4u6slzeW2k25VYLX5Sq9A3GfwAwPwrgLSe68Maml0I45kkUoc9CP6VhUjzLzNYNpnbaaE1DRjZXiCQxfupQeuB0Nc1ceC5FlYW93H5eflEgOR+VaWm65aXGqrcQZQTfLLC3BU9j7iujmRck4wx5yehrlUpU2dHLGaPJbiCS1uJIJV2yRttYe4p6XTgYb5x6Gur8UaK1wov7ZMugxKg6kev4VyYti8IkQ5J7V2wmpI5ZRcXYmjjilbdGSjDnFWs46ZHvWUcg88EVftZg8eC3zL1oaHFkV5vJBwCvqPWqquyHKkg+1apUMCOCD1zWdG8aTEOuUPHPahO4mtS5Z3UrMTuKled68GthNdvlj8uSVbiP+5KM/r1FYJzbNuXLRMauKyuoYA/nUSii4yZf/tDI+eLHsD0qzBOkg/dRyE45wuRWSTuHNdT4RuogJ7ViqyMd65/iHT86ymrK6NoNt2MwXEAyGfBz0xiqrQWpcn7RwT0ruL3Sra+Qi4iG7/non3h+NcRqmnnTr0weakmOQQe3v6GppyUhzTQ1o7QD/Xsxz/CKrPsLELnaP73WkSN5JAiKWZjgAd615fDWpRRBzGhJ6qrgtWjaW7It2ObuJZWkMUasFHp3pqWTkbnO0dcVuf2NqJJC2c3T+7Uc2mXsKhZLWTnj7uatTRDpsybDO9wD2FbNnptzfNiGMsB1djgD8TVzQvC8gcz3qskeR8nQt/hXYLCIkVY40RFGAKxq1bOyNKdPTU56DwfETm8n3+0Y4/M1Zu4dA0C2WSWFWJ+4hO5m/Cr2sakmmWDTrGZJW+VEUE5b/CvNLy5uLy5aW6Zmlbklhj8MelKmpT1bCbUdka1/rNxq8uyC2it4B0WNRk/U10HgfTftGu2Ns2G8ydS34cn+VcbACiKBcKm7nAr0/4YRiTxXAhIfyYHkJ79Mf1rfl1SMVLue1Hk0YpKWugyCiiigAooooAK808auH8TSLn7kaL+ma9MAycV5Jr9yLrxFeyg5HmkD6DgVhiNInThFeoJaj5RWpCOlZ9ouFUYrWhUV5EndnsssoPlFK5wKF4FRSvxWZJWlbNVjywx1qSRial0y3+16lBDjO5xn6d61pRvKwTfLFs7vSoBbaXbxYwdgJ+p5q0aXA7dB0pDXuRVlY8CTu7hRRRTEYzokqMkigqwxiuW1XS2t5MgZjPQ11VMljSaMpIMqawqU1JG9Gs4M4AoVNSp0rU1HTGt26ZQn5Wx1rKZShrzalNpnr06iktCZT2JqZM1XTkVYQ8Vg0bXJ196kBOOahVqlBJ60CEkjDrV7RtQ8pxZzt8p4iPofSqgzimPDvXI4Na0qjpyujKrTVSNmdWRzRWfpl8bmPypj+/Qcn++PX61oV68JqaujxJwcJWYUZooqyBc0optLQAtLTaWgDP8Q6g+k+G9R1CNS0lvbvIv1xx+tcp4Z1K28L/C+xut6yajqIec5PMkjMcsfYV2Wq2K6npF5YN0uIXj/Ejj9cV4NbS3trotpa3zESW4eCNCOUXecj881LGtzN1WdrzWnSQliYyCT3J5JqsjHUdNe1fAmh+6fXHT9KinlK647dcSU1Z1sdS80p5iBvmXONw+tS1oVF6kkGmFQtxHcHK8gAc12mm6zb3dmqTFo5lGCT90muW+12r3s32NysDneiSDBGeo/CiNxDckjgMO3rXPOPNubwajsdqrq6CRJAR0rI1LQYpt0tqFjlb5iv8AC3+FZqTtGQyORn0NRajrOp2ixvA48vuSgPNTGEk9BykrGXcW6+YY5V2yKcEHgiqzWrRtuiY5HY1avdbTU7cLd2SfaFGEnibBHsR3FZ8dzImBncPeulJ21MLotRXWSEkG1x3qG6t2BMq4IPJx2qYNBdL82QfpyP8AGnwxtHuRiHTsaErBuVbe4VR5cvKHp7U8brWTg5hY8Gq88RikII47fSnRSjb5bjdGf0qrdRbGkvzLnIIqxZ+YLyBoQTJvAGPXNUtOtrudzHBDLNH2ZVyB/hV2PVbjQppAlvH9oYYHmpzH7gVk1fQ1i7ano2wyQyKvyMRgEHoa4O80fULaQ+ZA0mT/AKxPm3e9UYfFusRzeY1wr85KsgxXVaV4utdQZI7hFtrjoCW+Vvoaw9nOnqjXnjPQZ4b0aaOf7Zcx7cDEaN1z64rpiCDyoHrSCRsrnbnGPWnl2GAevsM1hKTk7s2jFJDNqsMnJH5UKY0BCjke2ap3erWVizCWZd3dVOT+QrHl8XFc+RCWAPVzt4+gpxhJ7A5JHSbs5469cmhSR2GPp1rj5PFV+zbhHAv/AAAk/wA6mtPEep3DBEtIpz/sqR/KqdKW7I50zq1yCD0Nc74zt4P7EMzIPNWRQj7QCCTyM/Stq3kuHh3T24ic/wAO7d+tcv40vAjWtqY9ykGRufwp0b85NT4TkFHIr1z4MQvLrOp3MgOYrZIxkdMt/wDWry2CS1Rw+w5HYjNe3fB4xTaRqd0oCyvMiMO+AvB/WvQTOToekUUUVZAtFJS0AFFFFAEc8v2e2mmP/LONn/IZrxlC0twzt1Y5r1PxRcm28N3rA4LqIx/wIgfyzXmNnHufOK48XLRI78FHVs1baM7RWpEuF6VTtkwBWgowK8xnpNgx+WqsrdanfpVSTvUiRAxrofCVpuuprlhxGu0fU/8A1q51+v1rv9EszZaVChHzuN7fU13YSF5XObGVOWFu5o9qaaWkNemeQFFFFAGNmkpaOlSMa8aSxlHAZT1Brn9R0tosso3R54Pp9a6GkIDKQ3IPUVnOmpI1p1ZQZxJQocEYp6GtvUNKCgywjK9x6VjFCjc15tWk4ux61Gspq5KpqZearqamjzisDZkwBzUyDAxUK8VNH70EsY0bxuJYztdeQRWxY36XseANkyffT+o9qzyOKqyxyRTLPCxWReQRXRQrOm/I569FVV5nS5papWF+l9HjASdfvp/Ue1XOa9OMlJXR5M4uLsxc0UlLVXJFpGdI0LyOqKOrMcAU2WVIIXlkOERSxPsK8f8AE3jiSe7kiAyw4VB0X6D196GwOk8V+NHBNlpTkL0knHGfp7V5Ze3/ANqvwVP7tSAvvUVxe6hIwnmmxFnmMc8VnbttyOeh61IxJnB1KVv+mhNRXT7pmzTHbLlvU5qF33OSaAJ4D+8CMoZT2NDzSpIWjIHbaOlRRybGVh1BzSs5wzHqctRYdzUttRGDHMNpB69s+9X1fKnOGRh0PIrlrdyWYn+LmrSTSQnMbkfSpcClMs3unmE+ZDloz27rVEHr61ej1WVfvKrH8s1FJcQu5/dEKf0qo3W5Ls9ioCc8dasRXDI43nK9KjlEYG6NuO49Kj3elNoV7G1c2cnkq0iEI43I+Mgg9wayHVo2KsMGu7sdWs4tJgtYYDJAIwD5hBBPf9c1n3el6dfSIEMlqzNj+8g/rWMarTs9jd07q6MnSfEd9o8RhgETws27Y69D9RUGq6vc6xcLLc7BtGFVBjA/rXUXngi3FnttZn+0Do7n5X/DtXH3thc6dMIrqIxsRkc5BHtVRlCTuiJKSVmRRuqtl03D0zVlITdvstbaRnA5CDNQWttLeXKwQIXkc4AH+eleoaVp0WlWSW0aAvjLuB95u5NTVqciHTpuRxNpB4mt1Edul8i9gDwPzrZtdH8RTxO95fyoG6RtITn646V16g5JV+nUU4HJG8flXNKs3sjpVHXc49fC127EedD15PNSP4YjtoWnu73bGg3MVXoBWzrusQ6Naid0Lu52pGOMn3NcPqfivUdSiaAlIYGGCka9R7mrgpz16EzcI+pqRah4XtiCDcTt/tRmtqy8S6RKBFBKsPYLImyvNB14pRWzopoxVZroewrIJAMFnU9NnSuc1rVtEi1GKK+s2uZoOMAcLnnB55+lcPDeXNt/qZ5Y88fK5FRs+4lnJLHkk96mNDld7g6zZua3eaXfXMUunWzwfKRKu3AJ7ECu7+DmseR4hudNY/JdIFX/AH1Bb+Wa83s0EOJpAOmQK1PBt69j4g0S8Tq2qqD/ALrDb/Imt49jJ9z6jooPUj0orQkKWkozQAtLSUo54FAHGeP73bbWdip+Z2Mrgeg4H65rl7GI4GBVrxLdf2j4oucHMcJEKfRf/r5qSyjGcenWvLxU7ysexhKfLAvQphalPFCrhaRjXJc6RkhBqrJ1xU7nFV5OhoSuPYt6NZfb9TjjI+Rfmf6Cu/z2rE8N2BtdP891xLNz/wAB7VtV6+Hp8kTxsVV55+gUhpaSug5gooooAxc0UUVIwPSiikNAC5NZWo6cCDLEOOpX0rVHSkqJwUlqXTqODujktjKeamjxxWrfWAOZYh9VHasvYVYZrzKlFxZ61OsprQlUGpAcU0A4pDwM1jY1uWV5GaCMimQtxVkKGGadiblCS3IbehKuOQQcYqzFq11ENs0aSgdGPBqR4wFqs8YPFXGpKGzJlCM/iRK2tyZwIkUfnSf2xcY4Vf8AvmqhhweRSiL0q/bzfUlYekuhLPeT3lu0M20xt1AGM/lXOS+EdEmkeRtOQu5+Z97Z/nW86tHGXAJC8kD0pS8YRXyNr9DS9rN9Q9jDscHqXw+iZG/s+8khD8eXKN6/n1Fcze+BNdtfmWKK5wP+WMnP5GvYggkjDZqKa3DKBk8nFaxrzREsLCR8+Xdpc2b7Lm3lhYdQ6kVVIr6CXTlnRlljDrzwwyDWZb/D7QtbvCktssA5BMJ2EmuiNe7s0c9TB8qumeHd6fLzGfXpXu138GPDMFq8xutRG0ZwJVOfbpXi2v2C6VrdzYoxZIZCFLHJI7ZrZST0ORwaVyhGu0g1PnIqMc4p4qiRMUEZpaSgQhGKTC91FBNJ3oAtWt3LanEbnaeqtyK0U1R2XDKpHs2KxgakVsdTUuKe5Sm1sdnYeKYWjjimWYSD5cgAhhVPX0t9T1K2Mly0EaIVcPE24c54GOa5tVzyO1TWLGeG5DjcTHuUnqpDdqlUkndFOo2rM7DT7nRNNhC28ix5HLvG+W+pxWvDrdlMo23MZA6kV5y11cRqI/Pm8v8Au+YcVatJ3ibdFczxE9SrdaiVBS3Zca7jsehW+oWlw5WG4V2HVQe30qvf+IdM0xcS3AeXtFENzfj6Vw15fXe8MbyQsFZA4ABw3UZrJWJXOd5/EZqVhkV9ZZ0mq+LhqELQR6fF5JPBm+Yj39jXNAF2wF5PQCpBHGrAE5z7mp0KxJhFTPru5/Wt4pRVkZOTk7sdBZgczYJ9KsgRoOFXPpiqrXA9OfZqdDfLbP5jwrIV5AduM/QdaWoXQ+Qq3DIDn1FUSALkoBwW6Vbu9Tur8xO6xLgcbI8cH+dVnBEu4klhxnNNeYpWexLcu5iKJ95uBivQvht4X/tO+0yd2VUsbv7Q4PVgq8AfjivOYwxYfwivVPCOr/8ACP6THexqGCcsh/iBIBoW4j27NFQWd1FfWUF1CSY5kDrn0NT1qSFFFAoAWoL26Wysbi6c4WGMv+Q4qeua8cXRi0NLVD891KFP+6OT/Spm7K5cI80kjhbFGmcyycu53H6mt+FNoFUrC32qOOa1CmAK8Wbu7nuRXLGwueKjY0/tUbGoGiOQ8VLpdl/aGoxxH7mdzn2HWq8p4rrfDtj9ksBK4/ezYY+y9hW+Gp88jDE1fZw8zYAAAUDCjgD0ooor2Njx3qJRRRQIKKKKAMWiiipGNooooAKXpSUUALnmqtzYrIC0YAY9V7GrNKDUyipKzKjNxd0YhXYShGCOoNMIrWvbYTxF1H7xRx7+1ZSMGFebVpODPTpVudBHxxVhHK9agOAaUNyMViboslwR1phAPI5pnrQGwR9aNwGso9KQDn2qbcMnOKZnLEY4osJj0Azis7WbRjpsotCElB3hScDI5/CtDesKlnICgZJJrzDxl4tm1NHs9NYpZdHmHWX2H+z7962p03N2RjOoqauyynxI0yF/IlWYBPlLhcjNaMPj/QpVGb5V7/MCK8jaD1GAKigto55vnOFFdn1eJyfXJX2PeLTxJpl7GTBeRN9GFTLq1nbkyGeNcHO7cBXz3dwG1nxGxAIzkGrRs2fToHRnaWaRlAJ4OMcUvq6WzL+uXWqPYPEHxKsLa2MdvMbu4/hRT8oPueleL3l1Nf30t1Md0krFmP1qLeNuAuDjpTU3fw9PQ1rGHKc1Sq5+RMoxTxUQcjG4EfSpN+ehBqzIU009aUk4ptACUUUd6AHjpmlpF6Uo60AOEpjyw59qtaYmTL2ATH61RkwMema0dOysEjjp0oAhuF6+1Nhl7GllPzHnNQdDTAsTtuT6VUifa3NTM+VxVYggmkBYk7MKeGBX3qANxg0oYZoGTDBNRyplaaGwaSSTKEUAOjJ8jOeOmKeD8oz1qKL/AI9cdf8A9Zpc0honQ5YfWuru7sW3h8RgniJB+bVxythhWnqN4XtIgh67c/hSHc+kPAl4LzwfYfMC0cYU47cZFdLXjnw08SwWjWts0mIJYRFICfuODwfp/jXsWRjrWiJYUtJS0xBXBeKbr7d4h+zocpaJsPpvPJ/oK7a8vI9PsZ7yYgRwRlzn27V5fpbSXMrzy8ySuXYn1JzXLip8sLHZg6fNO/Y2raLaoOKsMKWIYAzTnAryz02QVG9TkVFJwCaLAP0qy+36miMCYk+aT6eldzn2wPasrw/Z/ZdOErD95Od5+nYVq162HpqETycTU55+QUhpTSV0HMFFJSigAooooAxaaaU9KSpGFFFJQAUUdqSgBc0tNooAeDisy8g8qUyqPkY8+xrS60hVXUo4yp4IrOpBTVi6dRwlcxWIIyKaG5p88TWs5QnK9QfUVXkJXkV5k48rsetCSkrosBu+aRpBjiqnnFeD3703zeayNUXRJjrShtoLsQABnk8VRa5RQWdwFUZJPQV5v4v8bNqbPpmnOVsRxLL0Mp9B7fzrWlTc3oY1pqmrs1te8SjW7prK2lK6chxJIpx55HbP93371g3pjddyqMAYUDj9KwIbsoAAcAdMVftbrzJQGbg9T6V6kIKCsjyZzc3dlC7iMcZOMEnpWeq7FJ7muvu9PF0oaMAKBhQTz+Nc3f2xt8g8VZBQ1HlIW9Vq+Pk0ewk/uzNn8xVK/U/Zbb3XP61fPPhqI9ds5/kKAKs1mq61LFgCPllA9CMiqDAxOfTvV+3maa5edjkgBR+FQ3ceJC3ZuaAIQQQKCit1FRBvLOD0qbORkUgGlCB8rEexpMtjoDTs0lACAj0I+tKCCeoopdoIoAeop4X0pmAB0pw5Ixkc+tMCO4G2MfWtOE+Vo/mcfNKQPyqhfrFGibWcsTyG6UjygQom/gcke9IB24sc5pMUsYbZv8t9p4zt4p2UI5JH1GKAIjmmkVMVB6EfnTCh7UARdKdnilII6immgYuaa3IoNNzxQBLb/wDHufxoPWktiPLYe5prBicAjFADtwFK0m/YM5Cilhg83eQMlRkk9hSw2t1esI7SCSRj1CLk0noNXexc03UHspt28AE52g4Ye4/zzXvfw08ZjxBZyafcODd265U/30rx3S/h9qd4oN0y2innDDLflXa+FPDP/CKazFqUd9LNImQYzGFVge2c1HtopmqoTavY9sBOadmuW/4SyTGRZx8/7ZqjeeKdSlQpb+VAT/Eq5OPqelJ4mCRSwtRlfxxqk11qKaNA/wDo8QD3GD95+oU/Qc49TVXTrfy0AxVW2tf3hd2ZmJyxY5JP1rahjCrwK8+tV9oz06NJUo2Jl4pTzTelIG5rEpjitJHbG5u4oBxvYA/Tv+lSrjbV7Qot9/JKRxEnH1Na0Y800jGrPli2dEoVQAowoGAPag0lHNexY8cKKM0h60wDrRRRQAUUUUAYlFFFSMDSUpptABRRRQAUUhpaAFzSjpTaM0CIru3+0QlR98cqaxCx+6R04roaztQs8q1xGOerj+tc1elzK6OvDVeV8rMWQ7XIPSo/MUAliABySfSnzkMCSQAOSTXm3irxObt30+ykIgHDyD+I+g9q4YUnN2PQnVVON2M8X+KzqEj6fYSYtVOHkX/lofT6Vx3t2qQjHFRHk16VOCgrI8mrVdSV2PU4NWI5jGcjtVWng/LWhkXV1e4ikDLIQPTNWNcl8+G0lAA82PcQPyrEkPz4rVlUz2Fhjk4Kj86AKWpjC26ekYq4xCeFMnOTOSPyqtq5zfFB0QBfyFTai5Tw7YW+eZHZ8fpTAp2QIgPuKmbEibW7VFDwpApdxVqAK0sWCc/hUAJQ1psiyJx1qlLEVPNIBoYMM96O9M24PFPB9aAFx3pyigCnAc0AKeRQvBp2OKTHNADLlmmljXHNLsE1xsXkA8mmg5Zn7jgVbhQRQ7v4noA2reBH0ts8Y7+1Yt1MgYRQ889as3V28dnHZxfeflqWHTI0aDaTcO6Mx2+oI4AoApGNcY2jgVH5YPAU59q05bCeNsvZ+WP+mr4FRSSBBhpk+kS/1oAomJh1LD8aiKSZ6nb9asSTr/Ap+pOaiVJZ3AwTQBA2c43En2qRIyY2yOcd6vw6azttUe5Y9BUdyiom1DlQevqaAKMUmwFQMnNW2aKOxX/noTzTTCFhMoB461v+DvB154tum2fLbQn5mPc+maTdioq7sW/BmhLfWkst1GTFKduBwWFemadocNnbg28SxIOyjGKmt/D02hCKGZEMeAFKdK2XKLDgAACuGcpSbuerShCMVYpC2G0Z7VIqRuChAzjioJL2BY8mVQOnWq1hc/bZ5Vhfj7hb+6O/41k4m1ycQh0JUcZIFNNvg1q+QkcKIowFGBVdh2rKURqRWji2Gr0QGKh21IG2rSQ3qLJgcCmpzmmFs1JGlAth5OE5rotGtGtrQu4w8pDEHsO1ZOm2v2m/UEZSMb2/oPzrpjyc16GFpfaZ52Kq391BQaKSu04gooooAKKKKACiiigDEoooqRiUlKaSgApKWkoAWikooELRSUtAC1Dd3kOn2U95cvtggQySH2Hb8elS1x3xGmlGi2dshxHNdAzH/YQFv54pMZwviDxPc6hp42xG1M5YsgPJTPH0+lcWRWjezGe4Zj06AegqmycVEYqOxUpuW5WYUzAFPf0ppHFWQRn7wqQ8VH1bNPPSgCFuWrc0mSKSwKuwEkLblB7isM/eNKjNHkqaAJZg1zek85dqm1hs30EC8rBGBz61FbygTqx6561NaRre64zSH92uXY9eFGaAJo7PyoVec7MjIFOayWRS0bBhUN3dNeF5W7nOPQVWguHhbIYimBIUeF8EVI8QkXOMmtCKSDUIwrkCX+dMktJITgigDEkjKHGKjIrWuLYEA45rPljKHpQBGDT80ynCkBIOlIxAU/SkFMl4jJ9aAH26bo1Hqc1aLfvMn7qCooW8uFcdcYpk8hVNgPLUAIrNLK8mee1SqxEmQcEDHFRRHauMU4dCfegCaRJHAJ3N7k5pn2djT4rlkOAfwNWhLFL94bTQBWW1Gea0YLdEGSQBTNiBTzmmlnIx2pgSz3BdfJiGF7471TvoRDbgHrnNW4AAxNRaqMw5J60AMvNg0mUoMfMBXsvw48VaYNGt7JIIYERcBoR/F33Drk+teImQPpcy9wwNR6ZC0kn7uaSJvVGwaiSuaU5qO6Po7WdbtS3n3E0cMaD5d7AYHqfevMPFPxGUxG00csxbh7gjAx/s+v1rgtRimRwJp5ZfTzGLUFBPpaPj5om2n6GoVNXuzaWI05Y6FqcX99EbqO8nnjH3lZzlPwrqfCPjWXTilrqCb7UHHmovzJ7n1+tcvoFybe/T5gA3ysD0IrWuYlsdTDhQFPbHBFVKmmrGUasou9z2+G5iubVJ4nV43XKspyCKibk15toPiJNFuFgZz/Zsx+ZTz5DH+If7J7jtXoodWjDKwIIyCD1FefWg4Ox6VCopq6FBz1ppYk+1NZsHAqJCSxGa57nQkTqM1YU7arg4qzbRNdTxwL1c4PsO9XBXdiKjsmzodFg8uzMxGGlOfwHStGmqqooVfuqMAe1OzXswjyxseNOXNK4hoooqiAooooAKKKKACiiigDD5opaTvUjA0lKaSgApKWgcUCEopaSgApaSlFABXnfxN1LabTTweimVvx4H9a9DZgiszHCqCWPoB1rwTxPrj67rVzdqMRs22IeiDgUmNGHcThX45NQmSRxwtDrtbLdaUNxQAxIiTk0yUgHaKtFgse7Pbis6SUbic8mgQ4cUZqLzPrQJOe9ACtwaTdxikLbjSUABbbzVzTGK2d/N0Ji2/mwH9KoPV6L91o8g7ySKv5DP9aAEtsPC4Pc1AwIYipLY7Tj1pZV5NMBkMrRtuBxW3b6mJYwkuMjpxWCOtPBIORSA6RolkZdpBGKoX1qA/AqpDePGc54q4bsTqMmmBkvEQeKZzmtJlRj7VTniCuSKQEdNlIKge9KOlNfkr9aAJ05A9qZGhuLvHYU4fLCT3xT7X92u7vQBc1KBLe2jdDyRVCFv3a57ird4/m2PuDVWJM2ob0JFMBrrkFl60JN2NMjl+cgmnSR5+YUgLUczL3NWUmDYzWXHJzg1YDdwaANWIDdxUWqj9wCOmRmq8MxBHOBU+oSLJYZB+YHmmBkQON7xt91uKsWqvby5/lVRlKyAj61cilOBzmgC5qA+0W4kx8wqtpbBjPA2MSRnA9xzVhJw6lWGKz1Y2V9HIOVDZ+o70APtcpdgD14rp9Zy0EUhPzbRn3rmrrbBeB4zlCdyn1Faer3++WJV+60anGfagCqbr+E9MYrufA3ijGNGu397ZyfzT/CvOHb5iadHKysHRisinKsOoNZ1YKcbM1pVHTlc9+aQscg05WC8DvXPeFtcXWtJWViBcRfLOvv6/jW5Gd/I6V5EotOzPajJNXRbHSuh8PWxCPdsOW+VPp3NYdpate3CW6d+WPoveu0jRYo1jQYVRgD2rtwtL7TOHFVbLlQ+kNGaK9A84WiiigAooooAKKKQ0ALRQOlFAGHRXyv/AMJZ4k/6GDVf/A2T/Gj/AISzxJ/0MGq/+Bsn+NSM+qDSV8sf8JZ4k/6GDVf/AANk/wAaP+Es8Sf9DBqv/gbJ/jQB9T0V8sf8JZ4k/wChg1X/AMDZP8aP+Es8Sf8AQwar/wCBsn+NAj6noFfLH/CWeJP+hg1X/wADZP8AGj/hLPEn/Qwar/4Gyf40AfU9FfLH/CWeI/8AoYNV/wDAyT/Gj/hLPEn/AEMGq/8AgbJ/jQB9E+Lr82ehSxxtia4BjX2H8R/L+deNXEENvGWA3GuUuNf1m7INzq9/NtGB5ly7YH4mqxvrxvvXU5+shpAak0pMpLnFNMnyjFZDTSt96Rz9WNJ5sg/jb86ANSedtgQdarqpPJqp5sh/jb86TzZP77fnQBd24oO0dapGRz1dvzpNzf3j+dAFzzAOlBkJ6Cqe5vU/nV+Jf3anGSQKAIyjMQDnmrspPkxxjoOfxNRqpL8//qqXAzmgCJflIqyQHSonXPIqSE7Tz3pgV2Qg0oFWZYsAMKgxSGNwDSjI6GjFOoAFkYGlkfdSUYzTERMMGmEZdRU5UEUzAEqikA9xmMCn52rQRwKRulA7Dt263YUtmu61YY7mo16EVYsBthbPTcaYjLb5ZD9anjkBGDTLlMSMR3NRKcHFICxIncUI5HBp6OHGDUbrtOaALAah5CIGU9Kro571Ifnjb6UAIAHQU5BtqG3bnaTVkcc0ALux2psg82PHcdDS9aYWKmmAqkz2hiP34eV46r3FMmYtHDJnJQbTTs+VMky+vNPni8tSo5RvmX6UAN4dB9KhGVanwthdvpxT2UNzSYGr4d1ZtH1SOfeRbyEJOB/d9fwr2eFleNTGcqQMY75rwiGPPBHB7V7t8KYPtmgi4ucs9rIYkBHtkH8Olc9WipyTOuhiOSLTO10bTvsNrukH7+QZb/ZHYVpDpTaUdK6YxUVZHNKTk7sWiiiqJCiiigAooooAXtSUUUAFFFLQB8R0UUVIBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFasMeYUJP8IrKrThlXyUHTCigCwPlHFFNDqehpRikAo61IBk5FR0qsQeKYzRt0DqFbpUM9iy8qOKWG5CgAnmtKORJExkUAc+yMp5FJWvNbI3Ss+SAqaQiuaBxTiMGk70WGGaYOZh9Kcaap/ej6UATU0nJpSeaQ0AA9qEcxxnnuaB1qKYHyTj1oAUqH+pqvJGUPtT4ZN6H1FSKyyDaetAiGN8PVk4dc1WkjKNntT4X5xQAyTKmprd8qR3pZU3CoI28t6AGvmKaraOHXtUdzH5ibhVWJyvBNAGgKR1yKYj8VJnIpjIw2DtbkVLncgUnKgcVGygnNICV4oAb905x7Gp4fmyO9Rnn5sZHceoqeGzmYiSI5jbjcP60gOo8I+Hl13WLe0eeOFZG2hm7nrge9fQukaTa6Jp0djZptiTkk9WPcmvnW28+2gt2ttyywuJEYdQw719DeH9XTXNFt70ALKygTJ/dfv8A40RA0qKKKsQ6imjrTqACiiigAooooAKKKKACiiigD4koooqQCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKvCORYkIXK7Qee/TPH+eKo11UMaGxt8qP9Wn8hQBhZx6inCRwfatS/hjUnCAcVlkAHikBKs4PB61Krg9DVRwD1FRoxD8GgZo1IkrpyCapxMcdan7UwLi3jY5pGuBIORVT+CnDpQJj3wTxUdK1JQMQio1/1q/SpDUa/wCtH0pASnrSHpTu9NPSgAWggNGwoHSmp3oAoxv5ch+tPkyrBhUT8Stj1qY8xj6UCJY5RMu1uDUZUo1QISHq4/Kc0ASRtuUVFLHnmiP71TN9ygCKN8jYahmi2Nx0p6/6ypWG5eeaAKqMRVmNiRVbHJqeHpQBMDQRmmd6cOtAABg1as7uexlMkOCh+9G3Q1X71LH1oA6i11+wkUb4GjfuAeK6vw142TSr4Y+a3f5XXuR/jXmojQ9VFbek2kDSjMefxNIo+k4J4rm2iuIWDRyqGRh3Bp9YHgglvCNoCchd4Ht8xrfqyQpcmkpR1pgAzmgk0ppD1oAXNFNpVoAWik70tABRRRQB/9k=", "path": "030042.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030043
Women Tops & Tunics
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", "path": "030043.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030044
Women Tops & Tunics
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"path": "030044.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030045
Women Tops & Tunics
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", "path": "030045.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030046
Women Tops & Tunics
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", "path": "030046.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030047
Women Tops & Tunics
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", "path": "030047.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030048
Women Tops & Tunics
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"path": "030048.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030049
Women Tops & Tunics
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z6m8eh2+tKLvTwUEzRphmWPlshMgEfWs3wJG413UQSQI4YVwex6kVuWEZgluomZQd5feDncCuc81neBs3MuoX+7P2mZyCeuARiuSmdTN/xBeCw0G9nJ25h2Jx3YkV5bY5mvMOcqFLdPSu+8cyq2kQWpwTJJuII/u153bEWkd3LjHybFA9W4qZbjiafh2AyzS3TrkySHB9FUiu8MYNn1IQvgEcckHiuZ0eyWCxtAfvlCcf7RNdXMitEqf3cueOeKh6mqVipawm306GFmJI5O8DqTyKtX9vNJp06rty4BHtyMVGkiRWsZ2bQ5VR0GCferlzGHCwgtyAMBuRVQJkZHiK6W20W43D55F8pQO5bim6PaRWdlHAD9xFZyPpVDxNO7X1pbhQYYF+0Sk9c5worSQ/vGZhtjZFAA6kf5NbxMZFO+YXVxFEqGQw5O4nBXPSuD1ZNuoXBIwFc9a9IeM20m5cZnQcegFeceIHctPwAWkIP0FD3F0OqfxhpsZ/eG4Q5IYGPJXHrVe/8S6dqFi8MUzrIWBU7CO/pWRqMBbX3Qsq7yNuR0zwK6W10zT7IiSFCJNg3s5zz64q0QZ9vJHbEGDMkmAp+Q7T+VTC/ZtUtXZcyLHKCmeT901rpHDKv0+9jqagZlOuWTKvJSXO8DPQUWKLa6tGIQRETKRjZnPPoaytfludRmihhXbGIxKUOc54/IcV0MMEAI/cRknJwUFctq1pJa6sIULeWuFQh+iEZwfpms5FJHa2c8k9lDLgK7orN6DI7VajVIJJJS5xjJyeBxWboWoM+nwwzJ5EqxjPmHkgd8+pq0xdZZMYJOWOfTjtSTKSJpkluHi8mRVcockjpjoy+nXp3q3YwfZmlLt5kbtuEjDkexqtGwLRsFIzkNn1xWjaqwlKHay+3epna1wW553rVyLbxNc28rhPNiEyLjB2kEYJ9wK4q1tmuNIguFDbLRHLEdRknGK6X4n28KeP7M3krC0lgh80+ibiDwKl8PaO7+Eo7qOQ+Q7PG3OMgOcU27QTM2ryaOU1TULieG0d3jZ449uxUwV5PBPf1qSG+a5tUF3YbmMpmWeM7CGJ5yOhGPWvZfh74UsoLu5hZIJiyLMGkiVnHOD8xFd94h8MRXtigtwEKDGAoIIqVWsnZE+zSaT3PBLBIwwZGWRUYcocgjNddcMm2VCrNvj2YHoc9+1c3rHhcWPjd5HmlDq8Z2pxxgcV1Hl+bM/zbEIAyOcEGndNXRtFPqTXtuk1gbdN6ptBGDggjHQ0CRLIxIynymPyvj1H8VJbyC2C207ENtLKRyDz/nirEhRlCPjBQ7Qe9CKKkh+3RToVCx4Ch/Vgf/rVZkjlO6UMMDDFQO49Kq4WykeQYWLafXgk5/8A1VcjRxDIN24MgYHP4VaJY2eR2gTHJY859KxfEBB0e5I6CGTp/umtm8RsoVJOWwq46ViayCdBn3N/yykzjtwaTeo1seQaVxqdufRv6V7J4Octb6jg5AZePwryHTlj+3xBCxO7gkcdK9N8JWb3MF8XurhVDqNsMmwNx370SlqiIIazL4T8WCJQRYXi70U/w/3lH0PIrpLlYZpchImRixB2ggjA5rN1XwxZ3lndJDEFugUaG4LEsjc85JrJ8La494JNPu18u9t2OVPHsR+BppjaR3UNjaSyZazt2+QdYl/wrK0fSbCW7sTLYWjJ5nzAwrz1HpW3FKYjGQM5wD9M9az9G+XU7RCeA+P1NNbiaLd1oekLIpGm2wx2EYH8qWTw9pIjDLYop7FCw7H3q9dHDAkZoupTHBHIBkBskYzkAHiknqFkZOsaFpq+F7eZLdlYmEFhM49M/wAVY+j2lnqPiD+z7WG9LwygSP8AaHCADBPO70FdTqjx3PgtXJ+VhCVUfwk4I59Ky/h9bufF2qzum2NCwQ9MngV2x1OWZ3p8P2hORPqK85+S+lH/ALNWXc+GkvddhgS/1OIeVvkcXbklQfujPrXU1VtP+RnH/Xqf/QhVT2IMy30CO1uLqCDUdUjjRgFAuc4+QeoNTHRpui63qi+/mRk/qlaAYNqF7tYH94Oh/wBkVK3WiO1yZbmSNIu1GBr+pfiIT/7TrN+xXkENwz6/dAB8c28Jzx/u10skiRRl3YKoGSTXivjvx4U8+ysmxuJwapySHFXIPGHjG7geawi1J5+zP5aL+HArzYXbyTECLdk5JqFp3nYksCTzuJpsKHzAZJFHuTWG7KZsQryACFQ9cciur1rRbCy8P2NwoJknU72J4rlbNUmuIre3kDOzAZr1vxRo6nwRpyEqJohzUOVmaRV0eA6n/o9zuhIDg53AYrr/AAt8V9a0vy7S6khmt+geWMsV/Iiub1mCRSc+tc8wwapSZD3sfVOk6pqutWS3Vjf6TJG3/TvJx/49V/HiP/ntpB/7ZS18+/Dvxhc6BrMVu8hNpMwVlNfSsciyRI6EFWGQa3hK5DVjMP8AwkQ43aSfwlo3eIR20g/jKK1KCa0sIyy+vlWBj0scdRJKP/Za5+7utahKWiWunxu8giVRNKfm2k9NvIIGc10OtX4tbGQKFaV1O1TnH6A15dLHbyXt9qM5nMVuhdgk7feKkdD90ew71lOVhXOM8QTXTanO9x5EkpuDloySpPlqOMj0p+mmZvEVptRBIYlwA3bzfpVXVNwmfdnPnkDPYBFqe0lFvr8Eox8luhGRn/lpXPPY6I9DuLqfVXvpkhs4XNzFhQkw+U+X9PesLw/reo6FpqwDR2Eak5ml3BWP1A4+prpvDd2L+9unPKpL8hI6ADbgenStixVbe1jj77CcHgZJJrnhodEtTzfxdqEl9qEXLRhYg2zOdpbnqKzUiMxsbYnDSvvbI7UX9z/aerzOoGZJTtHtnA/StOxtvP8AEUgH3bdEQegNTPuOB1sMarBaRZwAW6CtoxrKJCD0yoPf9azQjAptASNScgDv1/KtF2EMQyDlhjnk5NYpG5nWcTFQpDZWRgA7/KcHvV9Zv9MA3ADIXPrUQPkNF3XeMgDAB6ZohdZdQuep8sjYcfLk9DVQ3CRgeUbm41G4ky2Zti5H8K8CrkZe5giCbtnXJGDnPIq1ew7fM2jbufLADjJqdQsaxLkkbsmuhHOyrqDKrR5+VM9a828UIVvHwQR5pzXoWobZWKA/KCSSa4PxdtMjlf8AnqaXUJbFlba4vfEsVwctG5yI943YA6AHriuke4jQKu8xkAZVxyRWILqRrsXTxwZhQgR42/L7H1rYU2dwFLGDJGMebtIBq0RYZLqtrBOiBmIB6p29qklnjl1exKsxBD4ZE/2akgiiWNzEbGC2jfDyn5vwBPU/So7u+tG1DT5hdbtrsoDnA+6eaBmyiuGHCYPcmuZuppLjUrsXUhLh1TCDjAAHSt5NRsIyv+kqZJDgAZrOGm3UvjaaeCRAiFZWP+yQB9KiSuWjev0X7Pp4YbgZCm4jBGRwPzqacrp8iG9PlqDtD4yDnpmrjsTIHeJZI0mB+Qg46Z4/GnakPt8EkKkK5G5eM4I5FRJFohjMazeWrhpM7+T2xW3buMJL3x0757VzFjo8u39zeAykbl3jGMjn9a07O5vwoW7tcMXKHyzkpzgE+3uKzlsC3LGreE7DXPEumapOSJbeMF1ABWQBgVBz6Gud0gqfCDWwAAWaZDgdNsprubOPbIkwY/dCEEc8En+ted6U7Q6XqYbcMapPGo6HG7NYwk3FpvY0cVe50ngDxFFd+N5rFIzGEtpELHuwZTXrxnXyse2K+SNV1e+8O+NTqFg3lzwyCSNuoIxyCO4PQ16fa/HA3Fokb6Okd83HMx2bq15ZJXj1OOTTlZj/AB4VPjV9uM7IiaoyyCGbK7mXHKg4J6kisdry41HVXubh/Mmlk3Mx+v8AKug+zr54cH7z4PoQM1fK0kjaJBaXUV5DG3BkQurrnOKkuZrmNpWSENGHUKydiR8x9hzSWcMMU11KgVBLhuB3xz/Kq1z4nia7ez02xudRKDbI9vtCA55G4kAmqSuU3Y0rlcyMG4UopGee9KfP8gtEoEeFC56gd6zYL9b7e6M4mX/X2kibZIR1HHcE9+RWtaXCTQ4U9CBjoc+lWiehLcMpUY6715rn9fVBp90wOCbeQtjoflNasybDEg+68pxgcqefzrN1COKaC5t3lWIyRNGpPTJGM1MnqVHY8g02aKO8jZ3UAHr+FekeFNUEcV2Le0vbl2YbfJi+XGO5JArnG8KvpUkV1FPHcwqdshjXBQkcZB7H1rtvCAMdrcuc8yY/QUm03oTGLRdNxrdywEOn29smOtzcliOT2UVxuv6dqulasfECFJZPMPni3jKhccZxk5BHBr0d1Yk+Wf4unrVIsGVx1BZh9aFe42tDQ0O/g1XTYLyE/u5owQO4OeRVcYh1cOp6SAj/AL6NO0bSoNGa4ayLCK4YSeQTlEPfaO2etVUmiuNUlRLmBpIyGaNHBYYPORVX1Itob125E0YHpnHrVl5BBGk2wskbhio7jv8ApVO8Yfa42J+TbnIq8uWtwPWgDKvrb7LpstksqixeVJLaU/dCE7tn4HpW14ZjEWosoKnMROR35rntc82LSHgIHkpcq0fPQE8j863/AAu2dSC8f8e/9RXXQd1qc9VWOwNY9+08Opb4G2uYdrM/Chc8kntWwarSWqTXCyvlgo4U9M+vvW002tDFWvqVNFgMMEzFnbzJN29hgtx1A7D0rTNJQKcVbQTd2YfieCe6014oXMYwSxFfLeuyZ1i4XcW2uVFfTvje4ltvCt5NC2CqnJr5PnmPmSSs2XYk1lV3HERp/KHAG/1NNtY7y/uAkCPLIegAq7oujXGtXYihTcxPpwK968HeCbXRbdHZAZmGWYjmuapXUNOp1UqDnq9jhvCHgHVZpI57rMIGCK9pudAgutOjt5MsEULVqKJYwMDGKtLLgYrl9s3qzs9ioqyPF/Fvw0uTIz2BzHz8teWat4W1HTQzywEKK+tZtrqQcYxXJa1pMF7byIY1zg1Ua1mRPDpq58tKxjcEcEGvpT4Y+JDrvhlElbM1v8jV4N4p0d9I1aSMjCkkiu4+DGqpa6jd2kjY3qGWu+lJPU8+cbaM94qrcXZjbyY4zJJt3EZwAPXJ/lUpmUReaxCoBkknpXGeIvEIt9OmFiYzNcFgWkfG1QOTjrit5yUVcyOc8Q+I3vdSlaWLdbIu1Y/M+UgNySAeee+cVjrq8V5HZ2DbU8wDGBgbnfIyPQCuXnnkvA0KcRDlnzgE+pP06CtnSvsmlQNq93H5127kW4PSLplsdyB09K4HV7gomTr+8X90JSGkW5ILY+8Qign8cZqMyiDWrhtvEFqPl+m01Uu5XmjM75y0vzZ9fLWrE5zr2pg/8+7Dr7LWi2OiOx2vhrUPI102ssQMl3udiH4Qgbz9fvYrptQuUstJuJ84227Ffr0H6muc08vP4n07aihYNORm2L/E69T+Aq34umWHSY7dmAedlQAn3zWL0Olao57TbG3sNJOs3So08m4WwIyFVfvSbe5zwKteHISt3cM+0SuVckcbs4P8qreL38u4/s2HASCOK1jH1GWNbWmgpqN6CCPLRIwQM4wAKiew47myIi0sLEMMFi4R+oq3JIpMm/j3PGRUEBb5uFLbjyh4PSrZAb765+bkms1sbMoM0kADtJGEAAUv13E8j6c1atomjkkx1Z9zn09BUFz5c08MIHMP7xiDwAOlW1c+X8x5PT3px3JkZ9xk3Twl9u7nkdQOppzYWcQYyVYMTnjHpUnl75Zp8cEkIQc8DrTBg3ThjnoTweldCMireCExOQoDcjbXn/ixR5jbRgeb/Su+v7UTwybfvA5DHoPauG8Wc5yoB83n8qh7ifwnfvb2uMpbpzzjyxWXfaAl60j28zWzkfdAGwn3/wAK22GItwDDPYYwaWEDawVt2ec9jWiEefahaXK3qWAYqg2iQoOCfQVoTaCBNY/aJJGVptoB4ONpPWrOoxyL4xjlZlaIhTtT+Ejjp/Wr2qOPOsfT7SvI69DRYksRaNp8cQRIOSMF3yTV+a1ltZFnt1eXCbNidSOuf0xRGytFlZMDHVOoNTx/uliKtuKgBfn6+tTJFxILS7Nxa3RUYJlBHmfxDA/wq98wPmrzjsP5exqnLpSXEcipK6yRn7qYye4HoTVcXtw0W17d1dS0ak8ZbGMn2rI0RZjv7fTWge6Pk722qcHDNjp7Vqxt+8VVk8wnjfnpz0qikUV7BLbzxJKrRKGPbP0P0p0VrJBMAqbrZMAKOGHH+NS9gjubIuDEu7nIDA8+h61x2qWkdrboLdfLE9w0zYJOSSMnmulsp4b/AE9ghKuzMWP61mXcYMCQOVZkiYHHYgjvXHrzHRpY8q8UzxS695iuzID8pA6YPNZGnskuvRFQNhm4GMVPdBoNduIHZg4lYI5OMc/1FV9LKNrsGFCjzQMCvSpq0bHlzd5noduCJUxnO5cfnXS3FxFBu3lgpfGUHQ9q52zO24iG4kb1/nXSlAbXUg6iQhPMCE45HoaipodUDJ1Z3sdF1AwswdLVpFYHO04NW9KsYtL0a1gtOgjUkv1G8DJ/Pmud1/WI7GDUNOu3xJdWO9HI4bcpwAK6aykgs9Jtri6nWK2e2iYb3A52j9aPsh9opapOh1LRNRU5k+2fZJGHG6N1IK/TIyK2ZLVZMfZ49rAlyOm7v+dcZqi+KdT1SKbTNAuPsdnKZY3NuxWVhnaxBArpNP8AEoWFF11ItNuy5G2QsobjtuFWrNLXUm+rL7vFPGqo581PnGe2c1jXdwsEyvPGxLDgVsvagTCeIrkoAB1BFY99bLdTRAjOAwDZrOoaQ1Kc0i3DefbcOBiSN+4/qK0dCeOK3kERwC+WjPUDFYNjKplYNmO4jPT1Hr71cVnW7F1aAeahG+L1H+FZJu5bR2UUoY4BHL4471lXb7Jn4/5aPV0I4KMAFBIYpxleRmqN6h86UA5w7VsmQb9qVO3n+EHFcL4j8O3uq/ZrfTpkgjMzLcSDhiPfHJxnpnmuvsCQzZPWMV5x4mub/QtckeK4uCtxmUFJCACSeKq/UmSRt+GtA8Q2NrIt9qdxBtbZBHIFkGwdDgniuvi/4SSLywj6ddxnOS6PEw/IkViaDr76pp8Jutq3Kqd4Bzn0P1rtYwFZF6DFO/cnlRyGt6veDSHXUtKuLV1mUh4sTIwB6ZHIJ9xXQ+FdS086ksrzmJkixiWNk6/UVB4oXGkkDtKh/Wuj8HFvIuMnumMHtiumhsc9bQ3Ir6ymbbDdwSSHoqSDP5ZzU+G9DUMtlazOHltoXkHRnjBP54zVYaPYLOZkieKQjGY5XUfkDiukwL1NZgvJ6etUv7NkSQvFqV6uf4XdXX8mFILbUBuB1FJQegkthx+RFCEYHxJfHg27OeNtfJ7v5k3tmvqTx1Z6vL4N1JJms549pKiON1YDHuTmvlmPKycjoeRWNXcuJ7V8JrGJIJHKDe9etq4RMDpXB/DPTDHoEUzDDsK7h12/xD868eq25M9uhFRiiXzl9aQTc1VDIM5NRm5hW4EPmASFdwXuR61kjbQvPMCvWsu8fknrUk10ij5mAXuSayLzxFotmcTX8AJ7ZzVcrJbR5f8AE3SnKi9VMJXH+Cr5rDxTZuBkM+1hXsHiCXT9c0uaK3nSUMhHyHOK8m8G2KyeMraKVJGWJySI0LHivRw7urHl4qNndH0Lq1lcajZiFJvLjIBwg5J+vQCuI1Tw5axytlxMgBWScnEaNnO0dS7ewHFdzNqIaMAWGpMoH3Utyu765IrK1K7ZAksOjXjSAFcmNAUU9doLcE9K7ZQTOE8/stKgvrpmW2aG2gz803DSDkE4/hX361m+I2ji2KroCkYDKiAc56cdh6V21xHfQwXEX9mOstwT5rPMgC8DgcnAAGBXnOryW1tKfPgEkuW+UylgvJ68ZPSuKpTtI1SujM1EsLQs3d14/wC2a0+5mT+2b90YYktiVOOuVXFSXltcXEDPsUKksaAbxlmMa4UDv0qC/Rp9RkdwYne034QfdI4I+nGKtbFo9H0CwMGp/azIWNxZRfLjAXC4xWZr2oi98U6fZHACTKuPcsOa6fS18jTrWU7si3RiC/HKk/yrze0mkufGtq7v5mbxT9MNWbWpunoa+sx/afG45yFleRs9uTiuhs123Oou2VHmAcHrzWPbwvJ4ovpphkG6ZVzx8qkiuks4Bm7LDcHkJ28gcGsZPobR3Rdtoo1XaoGzBGSPerEy4idiGG0dQKiAAx83HJYnqPwqaaPJbjJBB2ueuBUrYb3M+COSGzeaYgmQ8qey54H0xV/ndsif94cDHYD1rN1O4NvpzvltwdAwQ84LDp+dadr+8vXyAqEAAjuKqKJkyWSIRRJCnyqGLCss3AM6HlTIed/4/lWzdKMxt0ySOfpWSY0afBUMikEY9f610MyIbuItCAOxyeK888TKfLYc7xLzn6V6A80puLpUAYL0JOCDgcVw/itXVpc9fP579qzluh20O8MrStnKqB1L9fypE8sEkHd3O84rDS4v7xYriCNRBISMYwBipEa4topDLYHeD13jBH9PpWjYildXEzeJZw6ZjBCqQfug4xzWhq+dtmAxybyKsaws9Ru7uWZoZPnO7KbcE+9Lrv8AakK25ZJGjSZDjZyTnjmhMlnXxE4AypI9utWA+fKYqDnjKdAa5e18QSfZx59q4bdx5bhuPX6+1b2n3y3iMYvun2561Mi4joXu7e7mYqJIV5coOT9Mexqybu3njM4lBhcA8c544zUhdEk3gAEnbhOOKwpdMlMqsh8pwzbG28YB4yKzk7Gi1NqOIJIGgYxx/KrL196uwvu8xM/O2HVX4Kg+34VjRmayj237ptJyJYsjnsMVfsb5Z7s4ddiKP5nn6VLehSLK26RRx/Z8B4V3Nx6nP/1vpWRqRuIZDvSMBXMauOrA4P4GthZWij2uWUHByf4sdCKz9TfzrcnCkGQADOSMevvXOlqaN6Hm3jmBLe+tZlRQ753N64xisTTIof7XjJcRPHIGbrtIz69jmuo8eohNl5o4O6uaAtlnSYxyecVXayP8pIyCSOoPHHauyk7I4Kq947a1dGuocHI3jB6jrXVyv++uV2iQG3Y4HXODgV5jpmtol9GhLHLqNrc85wNvqea9NsXh1OOUFWhmdTyOSOD374qaq0NqEtdTkfE+lajL4i0mW1tUk36UyqLjO3CI4bJHcA5Fb1vp8N34csbbUYfNSOKMxSxk5+4D+eK7GzUx6alrO4Mn2Vk3gYD564rmfDt35/hrSX7mIKfwG0isIVHONuxtKCi79z2DTLaKXRIUHIeBR1J/hx1rzzxl4UsS1pJNaJNiUgGQkheOetdj4d1i2m0+OBp0jljXYVY4z6EVh+K9Rtr1oYIZUnVHLOwORn0HrirW6OeN1Jo5lWPmeUybdvA7Zx6VlXlxHZyRylGMe8KSgzjNbF4n2qAQ+YY3XJVgPrWRKmYSkwBycBhyDz+hqqjaNYGBc2nmSuwJWRSTG46itDQLWa4jjvpnCkY6D73/ANarXlIA5ZeTwKsaGoGkWwDfKRz+dZxRozUlLFo2TB+Q4471nSBtzbQAcng+vpWgzKIgHIZ8k56Vzt1fXK3EmIT5SN82AMkd8VpzWJtodPaDcCp7pjFV9R8NQ69pEyHJuVjO31Kgn9ak02eG4jW4gfMLrhSP5H0re0lxCYm2biSV+gLda1pxUjGpLlPPNI8HnSrG0ujeymYoHdCgwD6Cu/juFm8o+xB+tQ67tErhNuCvGOlUIpxDHHGeATgGps1Kw73RP4oP/Eo9/MX+ddF4OP8Aos//AAD+Rrk/Etwo0bcx6yIP1rq/BbBrWcjp8n8jXXQ2OasdOelJTuxptdS2MGJSP92lpG7fWiJLILuBLi0eF1BDKRg18reNNBGmeLHiWIxxSyAgAcZJ7V9XZ5FeM/EzS/tGpQXSQkpDPlmA6CsMRpHmN8PrKxqXcOoW+kWdhYT/AGWMxAyzgfNjHQelcTqVzLYzbF8VyLJ3EhzivUNT046joqpFKYmMYAcduK8a1bwLcxM0aTJLMWJMpfHHpivJi4t6s9eSkl7p0egazqobc+qx3cZP413cd0rRCUgbsYyRzXlel+EbuGeA2pZQF/endkMfUelenadYudPUScsq81E7X0NaV7anIeLZXulCy3zwxKeVjOCa5O11Pw5ZyhZbczHu7ndzXX634cmvgWVzsD5YY6j0rmY/Ay/aJCJshwV2bfug+nvWkHHqzKpGTfum1ZWumXU8d1puI8/eEfQj0IqLwDpZX4hajOY+IWwD2Ga6fw/4Xh0TTuA3PrVDw5dQ2+v6i5GC90BuHHQVvQlaehz4mPuanppAPWsLWbm6tpklgtjIq9QgrY3ZGc9fSkI/GvWa5keUtGYKXdtqVjNKY2WQDLIRg5zXC2nhRNW1ie7uyZLaA4ijH8ZJOCT3APNemTQK7t+7A3KQSKy9LszbWccIP7wEjd3ABOP51jKmm9ehopaHm3irRYNN8SaW8bbkn1IRFDzgRpEvP1JrL1XT1aSdoQzCLTivGOrSscD6Vo+L7GKx+IOnQW+4I80Up5LEuzZJOav69YJpdvFYwyOZLxzJKX5OxVZiPpk1hPc2itDTuruWz8Exzs+6RbdRv4B5AxxXn+gkJqyXTdIWVjv9SwFdRrU4/wCFfWET8NciM/gFzXJ6d8rQ27HAeYO7eipzWL3NEtD0Ga3EevOuAN0zEf8AfR/XmtWygxb3DZzuk/IbqguSDqkMy9GTdke9WbbcLRwiKXaRu/TnrWbW5ougsBlEsYeMKAvIByCxzU7CU+cxCKMgqUPJHv8AjUUpMZVRkeZ8qqB047fzqykflwqFBCg7VyeorNGjK4WOe3V3+UDLHHqD09+easWfzXEZ8wEAHj1J71XCeXACpxHzzjPPX+dTXMr2cEbKu08j9KuJLHPcpPOoXdtRSWGepPSsya48qMsyccnbycDnmrVg4+xK4iYPIhOSeCTTYIopmfzQxK8Kc9ea3ZmhEBIYkgEj5sD9a8/8UjcZud37/r616GVImyvQnBHrXBeKlxLPx1uMHH0qGC2OvsrZLOzhtlLHy06l+Ce9LcGIKWMJaQH7iEkH3x3pyyySFhKi7gfxxUSykOyrC87KecHgA/XpVC6C20XlkCLhNuSpTBH/ANeq3iJwNNhcpuIuoT+G8VoRSoOQTIWPA549qzPE0iR6YGVSpFxFxnr+8XmqF0NiHy3l3C3AkXgOUGQPxrO1Z47HV4PIjwJowX2cc52g1oxTNNh2OI8/LyDuzTJir6zbuyqxWEqMjoc1EiojJSthErzu/B2/UDvU0lzH5MEsu1pMlUBGMj0qlrMBeORlMxaCRSgTGDkYK+/rVRoprHy76dsQgBnTzNwjPtxWLeuhokb8hRmjEkQk3sCFx9315qgIDDq080A8tXt8lR3Yen1p8F6k0PnxTiQqwL47Amr6bOW2lm2EAD0z1olqgW5TaWX+zYTMxjmjRQyk5HU9Kgu44m01jAWUzSK7YPfOT9M07U44jshlmmWNgxGTkcDP4c1XhtZLfT0llYMjBQGzzmueK1NHsct47UtcWKDBZy4A9xggfjjFc1bAvhQRIQwYgd1+9/8AWre+IzPDNp8yNgo7FfqMEGsGK9tvOaZEDRnJMYOP9oD8M4/4DXbBe6cVR+8Ns7ZZ76ONZN+Nvls45Bzg9fqpr0LSdPv7K4tUDPG6SxiSQtuHlgH5VHU7s5JNcZaqkOowEMojEikHB4BwMc88f+y16cqSczxYbycF1xliOeRU1XoaUo3Oit40u3RZRgrGwUjtyOlYdlYrpej21lKyB03DOMZ+bOR+dWdP1FRKIWBUgch/lwSalulhniVXO5CMEZ5NcVLdnZPYiXKzH5gwJyPbAqtJapbwKkBIZQSMv3P/ANelhj2I7FiYozjJ7cUtyI9q4Y54IJ4yOtdcTmY23kdpPJl4dHKnng9arptaWVGGQxxjHGOai1e9traZEW5TzyQwiBG4jGc461XsLtLli6Z6jOVxjrSmyoFiS2WJdvJi6epWpNMgWG0ARAI2O4EDGc06XKjIySMnBp5TyoyYeQwztz0PtUliqA/mIc4LHn0wOtcxcT3dtqDkPkbjgOPlPqMV1NsMw+YQQCT1rE1S3ivYpIVcCVJwQUPK8VMthofYXRsma9slLQE/6Rbd1PqK7rQts0UU6liGQMM/71eeaJa3k9+U+WMxna7dnH0+navStKTG0DsMf+PV0YUwr2sUNTVdzoBjGa5zUTcjT5jCMyRKHAPcDk/pXQ6w3l32BzlelVLNA9wxOCScYqmveZC2RwaeK5dYszbTW4VC6+WwPOR1B9K9g8EHNlce2z+Rry3xf4a/s/Unu7bEdvcqBIvQF84Br0v4fCaLS5FunRpvkBIP3uDiuih2ZjV11Oy7VUubxIDtAMkmM7Rxj6ntVnpWHcw3F/4g+xQuscZi8x3POAMDhe5+tbSdloYrXct6fffbJ5137jHjICkKM+h71oGqNvZpp+oXNujO4CIdznJPBq0TV09iZOwGuC8Tb9t2pjZo5MrgDJz1rtLq4EEee5rh/Et6ILK4lzyxwoBweayxFnGxth7xlzF3Qb37To1tKRg7cMD2I4p89hYXMm6WJc1zPhe5MWky24wpgndCobdg9cZq/PevHls4rwp6Ox9BTknE1GS2iKwQKoz2FaSQBbcgYyRXE22pSwXZuNpk4xj2rUj8UI6Fi2wgdDSWpXoaGUtiDMDszyatIlgz71RMkelclJr9xeF4BD8pP3qfa3zQt5TsR9ap6E2NzU5wYyFwAK4fRLOaWa+nJUItwXXI64rZu7p2XGTk1q+H9P8As9ozOOZGLYrswceZ3OHGysrGpbXsRt42ZwOPyqwx3EMG4xn2qjc29sIyv+r3dfL4qaFYzbqFJkUcfOc16qfQ8mw4yF+IgCO7np+HrTQu3jP1NSE1Vvo5p7N4reYQyOMbym7Azzx9KdwseXeOg4+JOlsTw3kgD3Brc8Q2Ebyy35JPlWjpGB/tAcmsfxhaPH4606KHeImaJxlic5OCK6u4g+0KybMLJGRtPf5cfoa5J7u50R+E4LXku7rR9HWGFvJS1XnsSQKpaJaPBqLXDjaiRhRn178VnXd4768unvO8ltCq24G7jcqhc/mKv/YWjYoXfPXrWDS3NIs9BBS6t7a6SVVTy9mTxkg1JZtJ9nm37CnmEIE69e9c/pdp5+gSW8nJtphOn0PDVu2TbbO527d5mcrnufSpmtLlw1di5hjMuTtC/KPm696sNE8ltgYDkjjoBUUMbxwxBm3HqTjknvVtOVUYBwcqcdv/AK1Zo1ZWiQzSLEw2AjkfSsm51Q6hPdbD/o9u4SPHfjk1Nr2pHTNL8ndturoHofur3PtxWDowb7DMxzgyAA/hRGWtiWjp9OVzo8WZN2+IYwelOslYW679pdW257UzTmEWk2+4cbPmIHWrMGxogipmMPnrj6V0sxKdw7CZ9vTIye3JrjPEMQHnRc8TAfpXZT7oBKNvmEID164Ncnr5SQXBznMgI/Ksp7lo2orsXCxzBFZ2TOQM4yKsLOjRgBwvsExXNaZaapDBiynWKPfkM5Dbvf2q+1zrKzBCY5PMPBjjVgp+varuSbe4PwXwf7oH61j+KpLax0Vt7KHZ4mx1LYcGqmny3izztAhmIO0+Z84B+n1rA8bwX7hLmV1k+XDBARtGe9NEt6HotqUvYYprcCSJxuUjjinXOItSgKjLCMq4zxj+tcr4YjvP7NgRL54wucoUyK3E8+zmZLoFpNq4nL5B9vWpmrFwZqqUjlMuwBi43EjlsD+dPZll3DCsjoRtxn5emKrPdD7ZAEXMfzFpH6DA+UfUmnRSoJHIcKWf/VgdD6D2PWsdDQp6fYxLaeQOcycnOfoatR3F3BaXbyhJBAWj3A4BHr9OaksRHJaJ8iks7OPrk81dd4o4CuPvZzjvSa0C+pztpcC9ku2VSHw6jee3Tg1YEzS6REuWkdAAcc9O5qnaxSR3Fy1v+7UyMrrnOV6fL6U1JAlpdwoSMMrICM/KTgc/hWUTRnOfE0ER2HpueuDtJPLlVwoBQ9WAKn2INd98T1Ii08k/xPXntqU+07ZRmNjhvb3rtp/CcNX4zfjv40EEkwBAk2nHQjPf8K9S0LUorizZkkEmxOSh4cYOP5ZryhtPKwMtsdwLB/Lc9R6D863vAN3b2PiF7edZYDcRFAjn5S454PbjgVM43iy6c7NI9KvdNW5ljKttl2n5nzypOf0pUvElt3ilTE0Zw+SOcECpYmJjSUuW2cqx6Y7cVDdWkLW8jtHGshbO/wB/XNcUFZnbLVEwQvE6DBLcMuD1qnPmORRCnmnLAD0AHIqv9qezmNvOXbzCmyZOV3HsT9f0q3FHH5cU6x+WzBuA2c88n8etdUWYtWPONdu1/wCFjWkkreUiRKGb0GDXZQxR30sc8JfK9ihQ9Mjg15nqWstL4xjvL23AW2faEA+8qk4JqWLXtW+2i/tr+XIOEVzkbc/dx3rSaujGErN2PU0l80rFMCHYZX3FWZ8xRAg4HHbisPw94mttWv7b7Qq212qbGifhX91NdJf2waEuuSB1Ud6xaOhO5Utj5oJBJPUKT2qulnF9rnmVRukKljjuBinqwBG3GSeo4wO9OVmIViShJ59+axZoh+jJGL64G4ZDjIB5HHWuq0jOBuILY5I/3q56whRLp2UDLYycdccVvaRnzWB6bRj/AL6rswuhzYgo66P9OzjoBTLOJY7wHP8AdBqzrKZuhxycc1BbgC42YJO9c/nVP4jNbEPj7bJ4XRiPnSaMoR3G4A1a8K3rrrtpYA/JNA0jDaOdu0DnrTPHIUeDpMrn54gPY7hzVbwwMeMtNOf+XKUY/FK6o7nNNnppNZ9iwXxg2f8AnyJ/8eFX65XWzKviJHjkePbb/MwOBgnoTVyV1YlM32uI5tdvBG2QqRg/kamY9a5zwwo86/cSeYHKkN1z1roqqmtBS3OY1S933QKNxyrL6GuI8S2uvTXf2qwhk+yQwsGYY+Yn2Nd5qWmFb5p1/wBXN94Dsa5XVNbNrdSKXIh5UgDoK5qt09Tpha1kcR4I1fGrXlhPK5kuAJAZOCXHBrsbkGSM7eteP6tK2n6+bq0lJZJN6nPY9q9S0bV4dd0yO7gI39JE7q3evNxELe8j0MNU05WZE9xqv9qR27PFBbOPkkccZ9DV7/hHNedWf7NBIAVAYHg571rT6fFdWrJKoZe3tWZFcappamC1uplizwA2R+tYwknudyTexXu9O17ToXmuZbe0jXIHGSx9qh0H+072LztQlByflAHarM4vdUlH2l3k55eRs/kK1fLW2twg+UAVU5roKSsQNtEoOc4OAPeuzt18u3QN1wM1w2mub3X40i5t7c5c9i1d5lcc4r0sHG0b9zyMXPmlZdAkSN1+cAimxJGq4TGPanAr6g1EIPKlLIcIeq9q7TjJDxVC/N3iCK0G3zJQJZSAfLQAknB6k9BV4nFNPNJgcx4hsIYdPivZnnmlsi8sbEALuI7+2TxUeoXQsrKSZgMRwlz+GDWzq8IubLyTnDMDwcfd5H8q858b65D9iltEbMpUIeCNuef5CuapubQ+E85jYyaiJXOGd9xPuTmu9huBcwiUICw4bLjJP0rg4I/MAI4OeK9C8HxGTSLhmwCZQB+ArJ6lRLOnag1rdxO4UQsdkgBJ4PHpW/Z2wE7wTKrOtw0qE9gT8rCsXWGMc8MKYCAgk/jWho0WyZ2UDLXbFvU81jJ6WNorW6OhCjzgTwDng8Zp6lRCzyuRGoySTyAOTmmOpkkjY4BJI9a5jxvrDWliunQgrJccv2wg7fjUXsizn9Qv5db1lpADsY7Ihjoo6V1S2a2emKgGD1rG8J6cXVLuZevTNdLq7vFCgSF5eTkIRkfnTp7imx+mu32OIsMDaACatICLeQLyfMNVdO/d2MbMdxZQQv8Adqyj4icg7iW+n5V0mJSIPmOiklwvU1zHiCPImG3kSDp24rqGlIldAOVTd/OuX112ZZC3UyL/ACrKW5aNWFGMbNFkYPyjyyMj0xUjE20LsU8tghO0Hnp+lc5LdXW0yvqEalxgnYoqd5LpYSXuWYkcbI1JPsDVaE3F0O4lN0yN8qSMzKOvzdan8UCH+x5oT9+biNccs2R/KsOxN02qBIbxweSP3SkiteTSEuJVn8y5FyrjM8hySueR7D2FaJohpmzp0AjhXyY8OeMD7orUuBGI287GzbtY9SRVRJWUlynvkcCn3UzSWkxZWB8pmwDyQPSpkVEbc6ZcwZvbLbJGq7ltn4LNzu56DrUNrqNjf/OsixTo/Ebn54wOvHtWoZolOwyAPjIGOoxzWELTbqcty8I8tnkORwTxkfWueT7Gy1NXTJUIkTcg2ux256YPSrTyCCzkbIaTf8ox1JPAqhAscFoGthkYJKnHU9eammuraIfZ7hxHIqbwP9rBwal7DW5TjUQrdTRAB2cuxOD0rn7rVrez0uNJp2Sa5xJxztXJ5xV+8unjgQRBTksG5645PSsHxLpbajpOn3QuxHIu2MQOvHJPzZ/TFKCuyajaTsZt3cXOvpCNQuoZAytNCD8pTtyTyOnTkVz40i7huBM0P7gS7S6neuR15FQEvBLNDewNHIgOEIIKt2GOwq/p1zM9m8IYlSV8vIBbI7D2FdWqWhwXd9SzEskEboR5kiDcFT59q+rAcqa6m1ZLyCC98lDLHgoz8NkYyRXL2CN9vKXTFYncEseOvynJ74zWhrWo2qxjyI/OuUIOAcoOMnj04pWuaRdtTsLOaa+ur2B7kNbsyJGYTgoAuQ59uMcVr/bLe5kkgYp5hLHyzn5sAc15xpHiGWDUX1GGFfM8sK6mXAZc87h9ecCnXPiO+S8Zk8uN1QJviBO8E5yM9cg46dK53T1No17I9OXb9jZgVI8wMM8heapfZphbsYgQVuGAHTCsc/1qho987WvlOGJyjbz/ABg89PrXTOytnd08wdR1NXFGvNdXPGdfXf43aJ7YOQuzyz0J2nrUmm6bFLDEFjdYwTly3AP0q5r1t5/xPSFTy4BH12mrEVreGx2RLGPMz8wfkZ64GOtVVdkkRTV22ZVzbt5wyWDg5Djgg11Xh/xw8G2w1hsxfdS5PUezViy27fdYNnkjfjP0OO9ZcyMA4MW5VPzdv0rKMr6GrTWp6dqbfZ7Nbq3jEq7mbCHhkJ65p0dylxAskL5w4DDup9CK870vX7rSpEglLzWIz+4J+7nuK27S4e/1lLiwuwxaPLsBw+MZDDsaqULgp2O7tSV289+tbmkMTMx/2R/OudsJhNhSMHPzDPf2roNHz57+6qM/8CNb4da2M62qG6tzeAZ4xkiq9upW6B65YEH15qO81CO8uldYplSTIidwAJMZzjnI6d6bBJskyexGB7038ZC2JfHW7/hDZMDL74uCcfxCqvhcn/hMdPz/AM+cv/slWfGTA+CyfUxH9RUHhZx/wlenKQN/2WU574wldcdzkmel1yPiARnxJbmVPMjFux2OflJyMHFdcTXI+Io/M163CnEht2x+BFWyUW7a+jtbiRnU4kRMBP4QAcn6CtwkGuT25OHHzqUQg8gqeDmuoV9w2oCxzgYFUpJIdriuokGGGRXnHjYRQ29wYIBLOWwqhMmvS20+6YFi6BR1UHmsHXmubC0m+y2sKtnJbua5MTiIqJrTjqeM3PhIHSZ9R1oC0ypZIhwxPvVHwak+nwPOhI8xuVPQjtW5q8Go6pP5uoT5jBysY4FT2Nh9nt1QL25ryqlbmVj06VOz5jfsdShuFxkK3cGrZht2OSinNcxPbkYIGD7U6O6u0G0SEjsDXOnY7E7bHRyLbQKSqAH1Nc3qV+77lQ/iKkJnmH72QkelRSwDaQBVXJk2yLweHi1S4QIZDIN3Xv3rrH027luvN8yZU/uFuK5jRt9nqCSqOh6+1ehxzJLEHVsgivZw0lKFjyKycZGRbW0hkLbXjkQ9C/BrYycDd170AkUZrqirHO3cRqaeRzTifUU046mmxGVqF3Ck8VoWPmSKz7R2UA81438Q0SDX2hSXJdUldQOh27RXpcs5m+IFyCMQ2tqrM3b5gRj8txrxXW7/APtDXL67C/u5HOzPOFB4rmqbmkfhGWhzDit6bWL3RtItrayuDFLKTK5ABOO3WsHTU828iQ9GPp2q1cg3uosc5RfkT6DisW7GkdSwNc1a7mjE9+7DevUD1+len6R/x+SLjgXDbjnpzXlsUOy8hQdnXP516npCBdQkbjJlPPfrWU3oawWpq311HbXUIaIySNGzAJ1PIH9a53xHpv2i4tFflzu3EdjnoPYVqG9+16pneTFAzRbU5yR1p18Emu7Y7MbSeKzeqNUizplqtvZ26KMAJTL10kJhEgMiH51HbPSo9R1NNF0nz5MebjbEnq3+Arn/AAzNJPb3c8rlpGm3Mz9ScVpT3ImdNZNsskdRkmMZye4p0LARyjrh9wPp0qGGNZLGGI7ssPy5qWNDEJoVOMy9feuhmKK15E6CVyyiNkILd65TVx51nMyjB8xefwroNTL3A+zQk5IJLnoee1Yep2jWlpJFK3zBl/PFYy3NVsTXXh6K8IaJUh3HLFOo+mai0HR7O4hma4TzLiO4ZAcnA2+ldD5aIQcAccEkmoNIMbW8sqqVDXEhAPfmrJsU/wDhHrD7W1y0O4kYOS3H0welXbLRLOJXxHIcnnfcO3Htk1eC7VJ5bJ49qkjVV3c4PcA96aQinFoln5YTyuDjIeRj/M1zni65vfD10IreV5Y5Ywo3p9xOhxXaxoUlU8EjtWb4mW3aOFrl1XZJuUnnt6UpAjnYfFEUWkpavGss83KsDkrnP41oeG7uWS3millVhHht2dx/D8qwJdOV9LstWgi8yUTLIRGcfJnoK0dO1LSovPYFliuGG9Hjw8f0IOMYrBlJ6nR2/Nim0qw8racHqcipbm0tbqeR7iJtwCYcHBX7351RsrMyLdJBcOI8bgXHB9fzpbe5u4beC5ulAhZAD1JIGcHjpnNF7mlrGbPbtNDKgBJDM7n+HGcA498ZxXPzeJbzM9tb6eZ/sjOquDlePUdxjtXW6sEl06b94ik7W64yByM964GxCz6nqTqcFQ0y4GOmM06cVqRNs1PH/ky2umXaoI3uCXkYD5j8oxmuP06CeOYSwuV2/fYHGK67x7ILkWCrySGZffIGAK5aOEC4jhDs0uCFKJnnHQg85zWqd0clTc2rW2N1bmWGeGa4VvmQHdkFudoPB+7kms/XbW4muhdfKDcDe5EgUDJOAR24osp1kCQQyyRu48uTogyDwc9ua1J9PmnihRmSTaTtYghkzjkrnrxgL1NC3FG7MewRLdQl1aeeScZRxlFBGSB/WutsvDkWrabb3F5MYpCweMp1CdMGuYl07UI7hrk24PzSMEizjK/e+gGccV2+lXely6fbRW1yBciNSU355wMg+vP41nUfVGtGKbtI2XsbaK3MClvmCqkyZ3AdB+NXXaaBCNxkRdvzyHk/l1rKe7FuWt5Xw0hEkZToRwPwIxW5JiVRgco6P6/lWcWdbSSPMtTuFPxNhnJYg7SgA3HOCBgV0tpaX9tCjNZeapOQwmQgiuav41j+JlojKIwgXkHGOvOa9BtLVNQijcxmLTB/qLYceYv99+5B6gfia2qR5kjGlK0nY5CecyyTJFaPMVHPlSBtp+vSs+6j1FonR9MEY2ZLGVd236V3mo2EySKmnRQAFNrLJkADPbHtVTVbbbOoZMDZg5HWuZrl6HR8XU4G8imAybJVAx0kz/Sq8bX8E/n2uIT0+RiAfrxXXz25EmSvGMfpWdPppIJh4IPp1pxqkumXNH1u9v2W2hlS2nQfdluPvepHyH8s10mi3nis6n9hWTTA7RkiSaNyrbTkj5cc15zdW88koSGFxMGBTZwSe2DXq3g+HUrcxR6q8LXAH3hnPI6HtnjrXVRbb0MqqsiSex1k6lHNez6eWTJRLeJ1QE8FiM5Jphe5hvQj3cJdhuCJbM3APU88D3rd1DBn57elZbW7tP50W1i6BCHOARnjkdOtU37xmthvi25J8IywuFEgWGQEdCpbGaZ4WJ/4TLTCDx9im4/74p3iLT5l8KXFxcujTPHFGoTO2NFOcDPUk8k1F4Ub/isNN5/5cpv/AGSupM5pnqYBchVGSegp/wDYNtLeLdXA3yKhUewPWrNrF5Q3sPmaraNuP0rB4hSlyoajZFVNMs43O2BASB29KkuFEUSugACsCcDtU/PmHnjFKQCCCODT5hjMAgFcYPNY2sWvnRkEcsCK0mgeF98BGMcqarXFym0ieJ1xjBI4JrlrR5kVF2dzzG40vbIVYElTioWs9ueK7HULaKRi8TqQeoBrKktge1cPKelSqc0TmpbTI6ZqAW3PC10UlsORiovsoHOKm1jdMxPs7D+Gk+zEnpW2bfPahbX2oSC5irY4bIFalqJUxtYirQtsHpU8VvyOK2hOUHdGU4RnuTQysF+dScdWHNSZDYIPFbOjwLvdioOVAOat3/hqGYGa1YwS46fwn8K9GhiebRnmVIJSsjmjikOadcW91ZSeXdQOpH8YGVNRk5jLL83HHPWuvmT1Mzz7xRqkenxeJrpAFucxWqnJy+Y/6bq8m0y1W9ukhc4Tqx9FzXT+P9V+13bQIhjSWdpnU9ePlGaq+GLZYtI1HUXAIiX5c8cAH+ea5m+ZloqCNLTRre7GAwV1BHU5Y4rOtLhoTuXGT0zXeadpMTabpST2yTwtbh2L84Y84xVvV9H0qPR7owWEEUqx/KwTnPqKwnJJ2N4xbVzkdOiMt5E7cksCfzr0Ce9GladeXK581pCkQ/2j3/DrXI6RbnzY39xj866K4sZL7WYY2b9yC7Ff+BHn9KzbujWK1LPh4slraJMQJ2ZnGepJNbrAz3EHABViDUDQLFd26qqjA4z64q9AFZ4SCSPc1CVy27HlHizXri51eZZYWRYCYo1zwAD1/GtfwJdG40y9Y9plH/jtZPim0DXczY+8TV/4eKRpN/zz9oX/ANBroppbmE27nf2EyJZqAAJexPfk/wCFRyRStavF5hw5LFs/MDjtTbT/AJB8cpGEIcHnnA7j3qxFIm1TnKEADitGSiD7OLaOLYSHWIKSD3HNc/rBZllZjnLq3Peumk+eFih7EYrltdAaJy5ZR8vT1rKW6Ljsa/22yt5ADIpBGdyZNZmkakGlmgLIqqxK5ONuT3HrWgEtzGsThAFG356T+zkjzthUhh3HP51qSXRe20f37qFTjJHmAY/M0+TU7SKF2+0QMFUtxIDx/WsrQ8DTpd2JC0zBgVztHAxzW4QuAdsYIGB8gouIw18TRERkQTgSHaGA4X61N4gNtqWmmaLZJIjhVcHsRyPpWtE8gkBKlG9hWX4p0trjRbj7NGI7n5WWVOCMHvjrUSRSZ5z/AGjJbyRwKTtgJQh2yD82f69KvW2pQtLAoiWRklVixA2qg4z6965+602TTppBPcoZQ4G7O4MfUd6fpjiS/LsTs+6x9aylDqc7k0z2NIJI4ZTCVmE7Z9CSe309zVEx3wURPGv2YxFMFyWHy4OfrUNtrJg0wFSDJExBPQN7fWtoX0cxkdSDH9wEc81CaOuLuYGq3CpbpbPCh3RLulxkjPGSPwxXms1+dP12aWEpIuDHwTyp45969H1EpPg7AWVWDtnbtXrnP6V5HcnNwxznk85962pa3M62iL66g8saiX97szs8wk7cnt+Haq7yIk05KESZwnzEFGz19/Sm2tu1w4RBmQJkLnqc4AHvzVhbZo7wxsuGiyGB5w3StLJHNy3NDSYp73UIVaXyyZhh0XOcn9a7e30m3ttQ8ma7Mz+Wx2Imw+p5HT3xgmuV0vVFimX7a0hCSeYhQA4PQ5/LtXXxTx3l9DqFlcLcqgYSQIBvXKYyB1P0rOV+hvSsty9Y3SRzRQxQKoVCeMfKOMY9K5KDTfs3ji8RpD5ESmcpE+NpLZVT+Jzit+W0CMtzETGUiyQ+Rk5IAI7VhaImy+1G/nuCJJJBCMAhXcYJPOelZJ2TubuN2rHbRGK4sg+3iQYXK888dO1KiTabp6lHMqDCkPy3HTH41m2RRb2aJD5aQoMbD1zya3QqyQRMeSvPJqYalyPK9XJvviFDA2D5hSJyBjg9a9dmu7a3nS3aRVOwEIgJwvTt0FeR61G8nxBIVv3iruBTgghSfzrrfCWuPFFI1/dxsXmbzLiR/nYAALx7V0yaSRzwWrsdlK6Rfviw8vruHPFEht7/AE4TKVkjZMq1VtNdprZpSpjjlldoVIwQmeOO3rir95J5OnvKVyFHPOKhWZbujktViltr2KEIrQzsQpyd2QB26Y5pgtyJiMd6unxJpVs2Z7v7VIDn9zFu2g44444x1qjdeKNPmnWVLK7GDycKN1YypX2NY1Utya00oHVLWYjIEqnHpXWWEsZ1NpS+UBxxzzhq5a28WacskZmguYwCDnywf5GrsWuWck0T6fdQyvJIA8Dv5brjOGXPfB6VrQTi9TKrJS2OlvnLXeRgoQMHHY1Wh3RzIMcblH60k7+YwZpWztXBdcFhjPTtQ2Wbb33rj862+1czWxZ8XY/4Q6Y+y1Q8DWrXHivT5sfu4bKTcfrsrR8VgSeDph6KM1r/AA+sFh0WO+ZcSSqFBqq9Tlic9rs7GV8MFp9qcx7vU1WlYeYfZDU9ic26j0rzcPJuoXLYnydzcU4GmLwXPvTxXoN6kCE0wruAHBWnnNJms27PUZj32k28u4hVTPcCudubRoJCpXjsa7jAJIPTHSqVzZJKp+UsvpXNKGt0a0qnKcU8fBqJowBXQz6UmTsbafR6oT6fKnO0EeorJtXO6FaL6mWF56VKsY4qf7LKD9w/lThCwPKkUaIvnj3IxCCKljgwwFWobORucYFaFtYhWBb5j/dFBlUrxjoixptqVC5GM8n6VtrggcVBEnlpyMk9amXpjFddJWPPk7u4jxpIpV1Vh6EVzWqeGwrNdWBI7tF2P0rpjkZPXnjFHJ64xW6nZiPjfxrHcyeKLsFWKCZkBI4ViS23PrznFdBFo0lnoUmmPjDQ/aWJ7cHA/M16B8S/DcQnuTENhu763uvq2NrYrlVdlGqXb/Khi2oX/uLuH86q5cVoGlN5mjacR2gVVH4Cn6kC1jPETn5ABRoapBoWmJg58hTz6kA5qS8HmLLEhUuQMZ/rXLU3OqHwox7GMQJGSB87hFHqe9dHbTxQ3Uk05CxxI5Zj6Bq5m1L3urp5Wfs1rwPfHf8AGt69txLpF6Dhg+4Edf4hU9B9Sxpmpf2oYrxvlBdgoHYDoK2Y+J19N+enSuV8OR/ZtOiixyJXOB9a6mKTzZgdjKA5UbxjOKIjkcDrsIleTjnJxR4LTyrLUVAwPtK/+g1c1BA5l/3j/On+G7cR2l4/9+Zf0WtKejMpnRwpFJp1uWU5UN0+pqWIkQEkqAAMAdcelRwB20uAnJQbgcfWmuyqVCqeW24PTp2rZkIlBDWm5BxnGOlcrrIdrVoh8r7lJyc10ySfudqgfLncvtmuc1H5rZjnGTyKzlui1sa+2NQ3m73DE/61MHHp9KRUKyCTzFUHpx1/+vUTb4g5KgD+JiQB7nFNJJjD25VUA4lkJOfw/rWpJasIlRp33AxzSlhjOc9D/Kr46AjI9eP51i+HpWk01l2FijHc3bJOeK2Qcjtj86YEsQKnjGOtU9UvHWKRFQg70CuehJPNXEK7skfhjiqerZ+zo5VVkEq4Yc9+PpUVNhx3PLvGySrq+8scNnHtzWBbTeWy469cHpmuk8ajzNRknR1ZDgfI+QMelc9Zu/77YMsEJxgHjHP6VMdYmNWPvHS6fLNO25VIRGBIUHBOCenc4rqrS1uUt5J0EjJMQyB2xyw4asjRTDYGKe7hcvHaiTa4GFYnAYnqMDsa37TUVURl1Vd6fLGknAPO3Hsaw5bM0pabmJe3bvqKo7MsSxeWQ+Bk9+fXNeeup82VcY2sRj0r2KxnExcrEDD5h3E84PcjPpXkUrZurr3kP8zWtLrYdXWxLpkjQzNtTMvHksRnDA5P5iruyaedpjHj7TJlSg45OBWjZ6eLfw75/miK4ZftUbP0YjIAH1FPFhqNlZWE+ZJTJKHETj5dwLEgVo2QlYrXtutvMuyFocbkZXbPKnGfxp8UDqsspfaY4RMuw9ckAD9a6KEQSXUlzdQLKFm8sLj7p2pkjPcGm3On2y2MqxxpHLORGWcnbknOce1BVitperamVXz5vMtsnakr5ZwM52nqMe9P8P3ZbS1TynkX94zy9drMc4+vvVDwpbo2ulJcHasuSBnBAIyK3dMd4IptNO6S1jlVROke7k9U9CQT16VlNdDSF1qPW4hiUStcPBEFC7DHlpM8D3rROpXM0drbNDHbB33K8j5DAZ4IHQmq1jp0NzZyW9wHbYWkLZOW5ypP51svYQSWQYouTEPlPO1jzke9Zx0ZctTz7z9njYB0iaXOzfgsSpzknpkgVe0fW7bSiLQ23mEv5iMCM56svPf09a54W2pweN5Y4CjXm52XzfukEE4Ndlp/h6x1bSF+3IVkLG4kaPg7gOmfStalla5hCMm3ykkvi17yW21Cyk8sJx9lccsAPmGfWsbxTq81xe3k0s8k9tHJtgizhAMDtRJpkdzcRzq+TnCttwcgcA1j6moWynXt5v6cVEGr6Fy5re8UItWle6jV2MUBYBvKHzY9q3l0+5kkjX+ztQYyJvUGTBI4AwM1zltY3jqLm2tpWjRs7wmRkGvUrLxDLeLBPPpk0bmHLSxjcRn+EAcjOOhrqhFSMpOx55qcj2cqLC93G3IYTDuPrUEGqzuypMqSIxAzjBrpPGWvtqog09bOZCpEg81cMAR0A7CuVa1ns7yFJ4WiYuDhxgkZrOSs7FLVXPTPBUty5vYnneSOJkCK7Z25B6V17FhKjMpYiROB161yfgYf6RqX+/F/I12DTASCUIzBHDFQMnAPNK+o0roteIJJZPDj2sUTGWbbHjI53HHSu6020GnaRaWqj/UxKv445rmtPtbbUr6yNrMJLdJfMK9duAfXkfSuzmUj3HrUYm8o6GSVnYqyvy3+7Vuw/wBUfrWVO/etXT/9R+NcmH+MJkwwCV9eRTwRzTcA88detO6ZrvW5AtIaWkNJq4AFFMZSe+AOmKcc9BSjNCs9wK0sQkiyV+esyWIEEDits8g9KzWT944PY1x4qCSuiZO2pAcNjHfgU5bKVm5QexNPtod03PRDV8Z3H0xiopUubWRUW3qUxZ4J3N09KtRRJESFXFOAI59qcBjuTXT7NR2KHZFC5AxkUm3PFIcKOODVK9xBuIOWOB2A702SQjaO7H9KaJUMhQNlscH0psrZJAOdq84py2ugOY8cwK+nQ3JYKEcAt6ZyBXkWqwzXEd/a7sRwR5DYwMDote1eI7dL7QbiNkDchwMd1ORXid5qJOnatcjfvJICk9D2qqVTmRpHYNGZZtI0/ackQR5+oAFZviy4ubG6giiIP2mLcwH8POMVoeGRFDoumvK4WPyFd2PYdTXOatetqc7X4DiF3fyFPRE3r0+vWiSV22bJuyOl021WwsgoxuIy319K0W406647twfqKybvUVg1CztkAMk7jOeQq/8A161i3+hzjA+8348is3sV1I9Kj/eQkKCfNYjNb27dLAeeRxnr1NYenAeZDnON7cCtoZ+0Q7sZoiVI5W8QeY/H8R6n3qTSDss5wB/y1/pReJmR85+8f50aeu2C4Y/d8wH9KqPxES2Ny3Rf7IiCkjcWOc980SrgOW+oINFmGGnW6kbgdxz+PFMOGuvKVwMEFh71uzJD4kC25K58wgnJ71gXyLJA5YYzz+tbMe+G3myBIVZsLnism7LzWkkrrtJAO38aiS1RUXuczaazfyzRKAZJHO1Qke7J+nrXRxaVqcsDJPexjeMNxWF4UydWUsqqAjY557dK7kTJ5mMg/wCfSiImtTCtdDv7DeYdSUSMeQYuCKviO8jnVftilCCGPld+3ToK0POQHBIpTKMjnvVWAZbx3JDF7nJ4wEjFZ/iS3vH02aKGWMkgCLK7SGz6ithXzjKnA470zUJUMQznZkHr05qZ7XKjueJ6jY39lOYr5JoyeFyuQ3+NWNOs4Izb3BlEkbZWVcEYPbn6Guu8RxzahcIwZPMRn8tiMjtXMTWwtxbQ8+a7gygjChs8e2MVnz3ViZwd7no2k6VZjTp2MMbGcBpAcMPp9OOlOisLS3CwtGw3ndGHPKnOcip9IE9rp4gukhAA+UjrnJPbjjpT0la7zK6kcsOeSvpUGqSsNtbaG3sQu8gLuBwPvcnvXit3CkGpTwROWCSsFb1Ga9aN/AGlsZXxMHwN5AL+4968vvdOuLbUZVWNpZNxbgZ461dN2uiKq0Qs95M8cVoW8yNQu3P8IGeB/wB9VpWN9LbzxM4M8SEnypHO0kjFYcMuS0jggggdMdKtpdpx1x+damSZ1T+IoUjjhhswyZEsjE4PmE5fHsegq5Be22pqVibygJQ7LIcbew5965ETxTHG8Zp44ztbA+tIq6J9Htb291YpZSpFIyOXdn24Q9cHsfeuyWS5s9LS1hiFtCbcmNtp++SQVJPT1z3rnvCaouslpZRHH5eGYjOMkY+nNdhAXvrsbUWNbeZxGN2fP+U5YDsKzmyo2ONhHiV75IorwGJEwJFOAwJ7+pr0SFXhsUt2k87amN7jDEZ4z71kaboyRG0XccyB9zBiCUx2+hrSNnKs0W2V8cqzPzxU81y1GxwNw/lfE3zAuMxMQB/1zNdHY6l5Ph24YRkTJAPkkPXccA1z11E4+IMyBQSbQ7R1zlOK15Vit/DPloFUyMu/3Pv+VVV6IKV9bD9JkW704y7VV9/zqOzL3H1BrlfECCP7aq9FuG/Dmuo8OFCbmHvgOBj6qf51gaqofUp0ZUYNeYKu21SMjqewqYRsxTehmaW0gt9g1GS1Ltwpk2Iw9Qema7HSRNLYK1leQuVGGeabOcH72BWdeeUbW5gvLi28ppEa1ikmBXKgksOflU9McZFM36HuZMadEhYglMDcPMGR/wB8iuqLsYSVx17cNe6lIkF28csa/vDbnEeBnnd/jXLPIkupxMJXlBZcu+cn866AajplpaSfZTbxzTgHCfdUrHkbh/vNiqF4LBIrYW/2dpBcKFZCCxTYMlvqx/CplrqNaKx3fgYHztTPcPEP0auutXJnOR0Vtwrkvh/80mpH/ppEP0NdykSrKSF4IrM0jsdB4JtVM93dBQCPkz+tddcfcBwTWL4TtTBohkzh55GfJ+uBWhfSOCFDduaKrUYamLd5GZOcxk1saf8A8eYP1rEncKuM1saSd2nxE+9ceH+IJIeZwqoGTG7v2BqyhBUYbNV0aRpTuKiPP3T1NWVAwMV2Jshimm0+m0XtuCExQxPY0o60HrR6DGhcDrznNVJF/ft9avVUlGZc+wrHEK8SJbCW6/vX98GrIGBUMPD/AFFTcZqaWw4bC0cClxRWl2UNwQeBSkZHSlprcDg04sRWkAj3FeCTzjvTnkWO2eSQjIU5NExIjJxyBxXNandSSMLUOeSC9TUnyoaNGV/+Jem7+ICvAfGto1jDqaBiE+1YC/XnNe93HEUUQ7YFeceKdMgvNfmimUhFjW4Bx1IyKjDO7ZSODsoUuvDWlYmdHW2JKp0ZcFTmq+sQLbafp0SKAn2Yf+hLVrQYZDpP2h24NsiJjsME0niVlFvYj/p1UfqtbSerOiOyMOCW7Pi+ETuSHnB6du1d+6Yt5+4O7+YrlYLcyaxbzMAH80EHPOK68MRbzEDu39KT2GtGR6eeYuSDvYfhWvACbi2yc9v1rLtFBMY4GWIrZgG2eDcoDjqB65pQLkc3djdLL2+Y02zHl2cw5OZOPyqW6X95IT/eP86jibFo5BwA4/lTXxEPY2LGVBpkaZO4DjA/2qqoBGytsImYsWL9cVNoaiax3uSTvIAI6fMadeiRQ00UeZN4G3ua3ZkilazhYjFK3KkjJPU1U1MlLc546c1qPbRTWUTkAEP5jqe3tmszWnE0Um6PpgkHtUMrQ4a1vpdO1SKaHcNmSQehBPSvSLa5hu4RPCQ0RJw3TnvXJaJ4TSTTRc3F2Vmm5ARPlA9DmtxNIubaFVt75o2HOMYUn3HvTSsLc1Qg5I3YI9eKdjI3KMn2zXLyXGt2k4SWF5SoyGj+ZNnfOOMfWtW3vL9kRnMcYYZ4XOadxpGsqc4Ykr7DFF8N1uRsG3jK+vIqj9pvC6CPyVGfmPUgfSq17eSw2l5LcsGWJcjHGRjP61EnoUjA+32322GB8Dc7HcTwATwP0q9bWltcxpavGZIpG8xSRwO3X3rgJ7nzfmgQHdIxKEnIyeBXeeHbG6+w/vZAWxkKmTt77c1k42CEuZ2Og84W9rCgcCIptXj8MD86LffEG81UCjO8A8AduakW2S7tLXzmVfJXdl/4T2rG8U3DRaBqMcZDMIyCR6Z5pRV2aNpIbqdit7e27FgHs2eRhjjOBjnvWCGEurTSNHtIVhg+uK6GO6DWsoYsZcL5nYdBXIavqH2S7ndF/eSNjA5PpTtd2Jcla7JLPTY7iWFmhDSTmWUh+m1QFXj6mtGbwjYTGUiHyz28tsY4qbQrr7fN5wXalvbCIDBzktz1/wB2uohUHOR25obkgSi0ebyeEpUy0VySM4w65rJn0+6t7kQ70J3BfkYgjPtXqxgQrg/frj9Sh8nUp5gnmESrgf8AAetXCbe5M4JLQwYtQn0uaVTsaXau0OuR1z17H3rsbHV7e+aO7vZwPszZ2+YNzEjacbeO+evSuL1GGS4u7vy0BG/5j1AAwP613On+HtL/ALDtH+yNJMyq7NI3zMeMg/lwKptW1Moxd9Df0q6tZ5JDESzRMwyT074/I4rRL+WF+bhjg8Zxxms2O2tI5ZHhLK/lkswPVsZyT3NJNFeLbWrJNCC21nOT8xOP8axT7HTbQzr+wSLV1vIbdDdyAoJHOCpCcYNZepNJHpEUUyNHL5g3K45zg1v3qXQ1KzhmeORBICGTgn1rL8X8TIo6bh/Kpd2xqyiVPDrN/aWBwXjYe3r/AErL1nTrqG8uTPYvJbTTsY3yPm/WtTRHEF7ESeTkD8jVjXZi8tuh9WP6gVstDJq6OdttDluYy0OksQGwTuUc/nUUlgLS+NlLp+J8gFSRwSM13Hh0MLecZz8ykAjpXM6nMG8S3M2OBcdAfQgVUnZEqNyG00C6v5XS30pWdeuXUY/WtJfAWtuFdNKhB6gmZBXT+F08u8kJ6sa3U/tm1nVIbmOa3yDi4jyVGexGP1ojLTUJQ10Ob8N6J4h8Om4lubKEpM6nakoY8A+ldNaah9qMkBjeG46BHHU+xqWLxE8c+zUbCeMD/lrb/vExnqR1Fbul/YtTu4TbSQTIzAnZgkY9R1FUknsTflO0soVtrCGBQMIgGPfFZ90+Zia1ZPkjYngVhStknHWufFPZGUShdvnNb+kE/wBkRN32k1zd03Wul0fjR7f/AHKyw61Y5GdosckwkuJ5Gkd2Iyf4RnpW+gwMZrL0hQkLKWzh2xxWmXOeFroj3JY/NJTQx74pSw9RQ3zCtYDTs4GTUJfByDkU1peR8poTsOxNuA2j1qrM4Ur3yKXzSSqnIbNVLqYKyZznHf61FZ+6TJaFmB8zD6Grink1lW86mVcH1qwbhAUJfOBng1FCWgR2L9JUEd1HJnBxinGdOgNbtpjHgn0pCTSK24ZppfB9qIoZTvxKYzslEY61zNoRcXu4nJB3E+3aui1IlrObZ12HFc7pq+Rb4ONzcmufEK7BF+eTdLH+dc346e3sNOTUnbAEDxn3PUCuhBVmGe1ZHjzTY9U8CajE6gvAnmqSOmOaMNoykeQ6VOi6Fp0DA+Y9sHHYAYxUPiBQ8FnkZItuPzWpdJO7TNO3fw2agflUfiP5LfT2He2/qK6JbnTHYlslIuEY5PzV0m8m3lHbDf0rEgCBo+pIOc1uQANA/oQ2fyFEloKL1C2U5iwf4z0rUikd50J6qxBrIzIBEsYUuz7RkcDPeteGGO3aOKIkjPU9zUo0ZjXAHmSf7xqFE/0WQZ/j/PirE4Jlk9d57e9RKD5DHj7/APSqj8RL2NnRgo0xSehz/M1A0j/bpAD8mMD2wKm0dcaSgJIyD/M1DkPqUi4zswd44B/CugyFlhYQZB4ZMYrH1NWNvLuyJMD8q2bybdH+7wu0kKDxuxWXeoJLSVzkMQBg1nLccdhukX39qaVa3SxCOSWPeV/hDZwcelXEDrKSFBRujA8Z9Kw/DIRPDdkAGIG4Zzz1Ga2ADlykvHXaR+YpsI7GbrF8Y8wRf6zq+z9Bgdas2iS/ZIg4IJOBk47ZqTUJontMShA/RWPUH1qC0W6gVN8n2l+CqlMBPxpDL8KRvjJ2sDjOMZqh4njWPw/qKjgmIk8c1qLdxyyKScY4ID9Kiv8AZMssO04K8n1FTLQa1PINNkBu4ywZkDgvgdRXqGh3wljaZI9qHAVnGCcZGMV5/DaLLqDQIPKDO2zAye/6V39jaiHS4ogc7Pm564zzmsZO7FSi02aroJVYFmAzntx3rlPGtwbfw83k4JkZUbCdAev48V0plUna2SWzwRg5IrgPHs7iGxRd0cZB49SK0grtDqO0R0usywLbreRNDcSSb5sfwKMjp71mwwq2uwu7NJGsgwHAByecn2qt9i1a7srW/ncPC4Yxu5HIXJI+vHSpklGpiSdY3jjixvZHDFmOcEgkY/AVTjbY55TdrDNW1fyNZuGt1JDHJKMU/l71csfEuoJGrRzzAEcI7hh+orA1AW7TM8L/AHsZTGMcVZsEzap9KppcpUJNs6RfGF6vD28EmT7g1ps1xfaHLqQXygZATFu3DjjNcssW4r2+YV24xF4PmIOAucfmKx22N99zjrExm8j84HyppioIP3uenPvXpTqkMe8MF8h8tx14/wDrV5El35zW0UsYMcbbyAfmYk5PPavUoZP7UV5re5CxShfkQYwcc59DTmrE05Ntl5GiWDz2DLHJAflc8Y/yagtyYrGBT+8JdR9/7vTrVdLW4VUiml3KH8vv90HjP1702RZoI0SKIgu5baCD93FQatF68eKXUbOUsAUcrnpmsDxROk14oU/dcgn8BS+Jy9/pDTNAYo0cRBX5IYZrEhdbZVg8yYKnGA47e1C7g9rFjTHEurWoU/xVa1QE6y6c4jAAz78/1qpLrVvb3sLqWnYOG2mFUfA9WHUVauLgXOoNcG3mHnEYUEH0rRK+pn5G7pTG30+8lHG2POewPNchEgx5rdSQxz35rtIWt/7IvYInOXj2hJhsOe3Wuck0i8+ybYvLlkABZYZAxAz6CiWoR0Oy0ZQuolQOO35V0MaEyGZZHxtwFOCuexrNs0AmRgBx1x9KjbwnaXDNcwXeoWks/wAz/Z7khSx77TkVUVoEnqbNjG5kzNtMmCDsGAea6Lw3pkX9oyah5KB0XYHA5PrzXLfZ7+3FtDa3ELyBCCbiMsXxgckEc+9ehWA+w6fBCQu5R+8x0Jouo7mU5aWLt25EDFSM+hrCmfy5ODxV24uWl7jGelZlwRXHWnzMiKKN9wNw6Gup0k/8Sa3/AOudcjcsQpBrq9MOzQ4T6Qk06HUcyvZOwJPAGT+NaIk47Ak+tc1o8i3FqjgsOMkk+5rUWf5tpIOOKtSA0Sw3CmNcBRlUBNUjcEOTnAIwKgmuR9zbuUd84qr9iWzQ8935UjPoDUE9yQfKZmVj271HJMtvDscAEcgjmqsd2XZm2844zTFcsNdBpos4JwRy+KrXk20x4x931z3qrNmO6jIcSOxORtztqCe5jBVepAYenesasrLUT2Ltvdlp1HTrzV4NiQbyv3R06Vh2s6tONvYVqWqkyoW6cn8BSo7CRejdG4T9BT/MWI4wM1T+1JCoxgEnsKBMSN2Bz61tco0/NIwAVNV5JHLE7hx+VVDMu3CkE0x2wME/MO2armCwahfJbWkk020YGBisi1kzEvTkZpNXUXOlzrK20MMA++agtGBiQA9q56srsEaK8tUt9ELzw7qUHd7dx9eDUMYNaMEYaKRG6OhX8xToP3h7HgNpGYbe1TGAkOPyyKq+Izmz071FvWlKnkzKh6gsv/jxrI1V8x2Oen2dwP0rpe51R2NdQSynB6f0rZs9rQuCcHYefwFZFuSdmc9P6VsWWw27jn7nX8BVS2FHcdGv7yDGc78itOABp4yG3ANjNZyjdJEO+TWnG5EsYI4J4x+FZoqTMefiWT/eP86hH/Hu5B43f0qSd086Rc4Ic9aiGBaMM8b/AOlNP3gexraIySaTGBwTk89+TUoPLdBnjJqLRgz6ShXGA7AH2zT4ZC0cYlIIGcfTNdBkV74EtCAu5QOSTiql4ALRmxxkdav3TAlQzdOKp6iv/EtYAfxjvUtDT0OL0fVk03w3YPKP3byTKSOoxjGPWtq31eC8jSaFZmLDaR5eRn0JrlvtD2/g20tXgUie4fJccqAVIx6Vv6JABp8KrGTwSSOp+tJigyPU4rme63Ip8sJ06nk+lbdvcO1uvmgRnHcfN+dSx2sT/I4aM9wRzj2NSpZwRgoM47c0FW1IJZEhiDNFnacBUGSfoB3qC5eS6leFDJDKE3AOuOP5VppaiI7lYk+vei9hQxD5QMqQR6elRPYuJ53YTTRaj58SBgCVLeXk9eR/9euutdTjDAKfvjaFPXIz/jVG4tjbSQkFAXuF+5346Vp2ZjGpRK6YOSyv6ADv+dc19TSMdCZDLdzlsLgBSpJ4ORXE/EBj9riSVCp2My+5J5H4V6IjBFZRh2IztHY4/wDrV5x8RpMX1mgI+RWBAOeSQTXRS3M63wmBaSRywCOWe5WNeQiAlc4xnHTPvWxoMduNQ2xlmO0gK8eCODz0qx4ent7a1D3DKiFiu4DIyPpWojj+34ZUVmjCZAA5Ycngd6c3rYyitDhtRQJqFwqgADGAB7CremktZIduCOB71X1ZvL1KbcMMTyCMEfX3q5pwzYxEDPy5/Wrfwkw+I0LJf3q89K6m9Vm8E3KrjcxwP++hXNWi7pFHrxXT3oA8HOrcDeB/4+KzRscfaQyW8UdkUUx78ytn584Gfw5r0DSzDFp0QUASK4QsONw+nrXE30a/8JAlvBKolMeVV/4jnIH5Ct3SLx5/NdTtjjVSR0IOf8aVTuKnpodDFuUSlgzFHD49OelPDokoMuDgncB6EcmqpeZvMK+YQ2HYlBgdcCoYfMhYtKHkgJMgxHwM8855+lZXNrEOvOf7NcMdqGQPxzzu71hzQ2s8zBZUEmcnnGa0NZlWeB4tkgdnORsI4yetNt9Dhk0Ey7QJILdirDjkjr7mjck4yHSJpdRYTlgQ/UHIP4+lbAtmUYxuK+nU061tZhgiWQ8dc1dMVxCVZXZtx2/OeP0ra7M1oPWe6MIDLkAYGVzio4r8Ws372OElh08vH41bQzFcMice7VWnnAmCNBygwSgzmqEtC5BrczEIt1cEk9A4q1rHj7WNF1i2soYoZImhWTEyFW5+hqHRH+0amim1Zk78AYOeKy/F8X2nx5AD2s4j+hprQmR7P4Tll1ttOvZ0RT5BldUzgEngDNdlM3YVzngO28nwtbTEfO64/AVvyVxVpXZk3dkLnFUZm4q3KM+mapyjggisS0Z10dynmuv04f8AEkhH/THFchOvXFdjppH9kQhspiPBz1FdGHW5Mji/Ct2Tp1xbsoEsE7oxB6DPFbTyER71zweSetcbo73UXxA1+0gjLW22NmPQbsdBXXyCZosMijHAO7pUVJ8rsLmQ2S63HOTTJbndHtChfXHeqUkZQ/M449OarSSjgeb8nXoax9u0TfsaJuPJhCMhLernim+YsMxCybgvOM9aobmZdis7AdaZGvmSFCjbgcHNDxANmlNL5tyJoFxkeuKpTxHzsMcv3qW2SeKTYiZQ9QfWptRH2GRI4cmYIGbvzmonV5lYmTDSYgbg5I+Uc5rSmuvMlkhiwcHAxxWeW+0WQnVdrHiQDjmominCqVXah6kHmqp1uVWJUjRZlgGWYGQ9h2pn2uLzBkFnP9/oKzTaSEbiWP41E/mRAMGII7kVXt9SuY12l2jkK+TwyDmoWnOWG7IPc1nC9utx+dcHrxUMsdzOoCSKvzZPHUVp7a+xV7mTrGstPrq6bER5cKh2werGtzTz8qivP7V7k+MNRN0m2Qv8ox1Xsa7+wHC1lJ66jWxsx8Fa0rVdzADrWdGAQMVdiJQbh2rSEkpIUjxjxPZtYeIprYoVYOT6ZBJOa53VUHkabu4JgYgn6CvU/iXZLcwWmpqu2VWMcjD0xxXmWpIHg0zG04t27Dj8q7E1LVHRCV4l6JvlXA7dPwrV05iYH+XHyf0FZ0So2AT2GB+Fammx/wChsR/cx+layWgJ6kseVnhLetX1BW7gBPPUjr3qkh/fQYGTk8Vc5+2QZx7fnWKNGZk2wyyAj+I/zqBh/o7gdN+P0p0jH7RIP9s0S7FtyN2MsO/eqWrE9iewS4GnoIg/MjMceg6VNEhWZTMCMDOAOACeKtaNt/s1YtzDduOB9aiTMK7Fx1AGTknmt2jK5XnwL1WbJ3EbQOnFN1U508+tWJG3l88n1I6VVu8S6aCSckcZ+tS9x9DzwqZ/DNg7vgrdSj17Cu50SCO40+CbZsLJk57n8K4uB4G8HQFNwK3JwHPVsDNdX4bhItftHnybXGFQAKqkdTQCN5rcDgKuM84pVhAzgYTqMHrURnj3YPUdW68VI0qJAZWlTy1GWY9B7mgtDsASBTyT2FU9UVltZ/vYCcBO3Bq8MvGrqQVbkEDjFU9UWQ2l0qgg+X26/hWdQqG5m7hKsUMsWXjCS7+eD0/OnRBDdryzJtKHB5NY2k3128939qVsKnGVIBPTH1rY0iRJnlWFTIiFgR3JrmaNlsWLkCzurSJDuDOATnBIA71zHjyzEtnJOVRSJE5A9c1093ATPbu8TGReeh+XjGcVh+Krea90mSNFbhw2AhJJHStIOzRE1dWMGfT47DSreHcSowZGUH5mJ5Nb9nBFBrNrBEMCKLoO3WsTUftOTCihh8q5k56DJNbNjIZvEgIRiBGFJ9ODVXu7mSXY4vxbEbfW7iI4ILtIDgZ5PrUmnjfZxhQQCop3jcga7Ic5O5hj0xik0zf9ihKttwvU1rL4UYx+NmraJ5ZxnmulnhN54ZMDEnc68Drw2f6Vzduw8zdnmuvgYQ6Fub5gCc/iajobo4G91I2Xix3htlkZFCYfqOM5+oqWK/uIpm+z7IRuACSDrn5ivTkfWsbULt7LxPLcwcSRyfKZBnBx3q7pOomLVopiIZGd+Q8fHJ5xVyWiMVrJncrrqxyCV0ZTIAskf8StgY49Oc5raspUkSRXyuVztfGetc1rVtG2oTX/AJBJSQZyh/eRlQpI+g5BrXSJPsKLazKBGnyORkuvU8+9YWW6N031KurgTRecqkP5nzZ46cVfhG3Qb0Af8sT/AOg1UvWjnspRuC7TnBOM88/WrsOG0K+IPAh/P5aFuU9jmbQeZHHn0q7cJtt4T/00P8qrWCjbH9Ku6kNtpb4/56H+VarczexZhG6MVm6kpXU5h7j+QrRtOYRVDVT/AMTeYf7v/oIq7E3NfwqF866dsfKoNc7qjre+M43TkNYwjGc4Pofeug8PgtBqAU4JhwPrg1heDtFm/wCE306wncSM8Ec3TGFJ6GpbtEhs+iNJtRY6LZ2wH+rhApzH5jVp8KMAVWlHpXnS11IWupUu4zjcKrqzEEEbhV0MJBtNVJkaFjjpUmhAsaeduUchcgH1qf7b9hMKTCZgzDlOSSe1RJiS9jVX8ssefpWqbncqFrUSSoPlfHT3rqpaIGc/Z2EUGsalehs/atrbfTHetxI4/MjQoN5TcayYI3XVirkkv8xzW1CN91I4HQbRXLVd2c8iCUIsDy7R9844/Csu+hEUYJXogzj1rWukDSRW6/xOAf5mqOr/ADSYHdwK5wiRW8G20duu5xUSQhruQjGBxWose2zhB7gt+tUrYZJHfBJ/GnYGy7pluB+9cjzOwzVS+jSTWAM5d15/Cm37NFJ8uRgcEdqS3dproTOOUiIz61LM2h9nHtW6Xs0mRVlYx5WPUUsUQRY1PcVIozHmqQIpqcQn/ZallhEkLbeuMinKvzSrjqDToG5C56iqsUzNESSxxuBjdwfrTxCVXzFGWXqKkRMCeH+4+4fjUy4EqnswppDMzUdEh1ONL2JALhBwQOT7GobH5OG4I4Irdt18md4j908rVDUrcQ3AmUYDHDfWqXmOL1sWI5AuK0ASIAfUgVkWzeYygetbExAjiUdyxqimYvi63+1eF7oAZKAP+VeMTZmj05cnAt3H6V79eW4udPuYD/HGw/SvB5LZlktomypVJVPGM4GPU110X0NKWxOjgTIOp4/lW3pp/wBBb12msNN6zIdmAcDOfatzTTnTHOOdprqexfUAziWJokLSBuAOpq+rSG6tTLF5bFeVzkjnvVOE4mtjgKd3ccVoSktqEXTrWdjUw5h/pEgJ/jJ/WkuAPsq4APz/ANKdMR9rl/3z/OmztttRjI+b+lC3E9jV0rmyiBJzhsenWqzSiSQuMKQPuD24FSaWQdLwWHzb+nXrTNzWxSfKkqoUrsrboZpFG41IQTISrDedoUqfxqS4dZdLjZHOCMhvxqW7lS5BZhuQIdnbk8GojGn9jxoq4XbwB6ZqU7sbVkczoeix3Hh2OB1LkN5oxkclRWxa6c8C7P3kKDOUjycn1J71meFpLmfQoGJXej4w/GVAx3roNw4adgR2Pp7cVViEVb147ZreEb4w7kkRjGQeufepvJjeQqYs4UZ3oMH3PvVe7VvMjJyyB+ShPXt3q7EN0YYkEDsnUmkWhbW2trf5Ygu8cZA5+nFXrpBgkFixweDTFwPuR4yeflxx9aW7YKc7sEdAKipoioasxvEKQiwXcSuXByW69eKzfDUQjjmlhleKTKEqD0z1z9K3Jtl3EqTuuGB4IBzwazvCdgkGlyEALLI/c9s8VzrVG2xuLuSZdrseMEls7scDNVnmRjtu2VpUQuAetW0IZVYnaycHPIrHSL7Rr+5gNrQsODnHIFNgivcW8aC7D7NrIDgjLAEgZH51U0AIdXLK/mONyYwc8DGfoav3BlaebygoAPJz1TI4+tZguI9M1G4lLGNAjDIB4yMhsDtzTjuS+5yvjWRJfEc2BjaBn6mnacMabAefu9Kq67byvq88qIWVtpGGDEcDrg1c04H7DbYGSq8jOK6H8Jyxd5tmnaqrH37A11Ma/wDFOBZdrFuu/gE5/wAawbNQVyqjOOoOa3nZV0aEsQcyjqP9qs2tDZM85vLCS98XSWtvGQXlHbIUdyfauseyOnxRq4RiQckdqqxQIPG4kLMp8guADx6Vu3caNGrIDjkDJ7Y7UTlokKEdWy3A32mSINMxRotigk/d9P1o0uFLWW7spVVvsufLBzzG3So9JhEMdpNnzAC0Z7lR6nvVhmH9uxs4DCe3eLPrtYEdfY1nE0YW8MdteLAB5meSz8nqPWrtyqJp+qBQEHlngf7tVFmV9WRVUHAzuH1qzet/oOrD/pn/AOy1Udwkc5pwzHFj+7mrWpjEEHH/AC0P8qq6aMRxD/Zq1q4b7LB5eC3m8AnGeK0W5DehLY8wVn6qP+JvLj0X/wBAFJHqkcVlvQbsqzjBGODjH51Ul1JLu4e5dPLDBABnOSRxWljK6Oo8ML/x9g91Fb3gTSfO8f3OoFfkt9NhRfqawvDTq0t0OMBQD9a9P8E2Ig0hror89xt5xzgDisK8uWIpbHQucnpUTJv5BB9qkfjiq7kody1wrYSK0yGOTPSo5T50J55FWJJvMXP61mSyFX9KCyC2YnUkXA6EmtdWIjIDH865rTLkXPiKdVBxEhy3bJOK3mk/dmto7DexHAN2oNL/AHE6+9bFmojhdz0zWVYr+6kf+82K15D5NoqgdRXNPc5pblWDL3plP8CFvxNZt4N13Gv4mtOHi3mb+8wUVRjXztT+hxWLBMuX2IoMf3Y6o6YvmM7kdwo/nVjW32wOfUgU7TE2wxg8HBc/jS6h0K14uZ8ergUsCcN7sVqZ13TgnoDmkth+7LHpuY/rTS1JY+ThQfTJogJMK5pJz+5yTwe/1ohBXch7Gqa1JIuk5qMjZPEf9oipZBiYe61DO/MJ9JBk1W6KuOlATUR6OvND4UR/7LYovjtaGX6jNSBRNCfUjP40WC4+QZ2OOo4pL2FZ4mT+8uR9akhG6HHtTif3at6GqFexj6ah87B7VsNg3CD+6mKrW1s0VxLLkBCcAVZhAa6c+nFCNU7smXrXimuW/wBn8QPB0KvNnGPY9q9u24rybxrB5fjRhk4eJnH5CuqjuaU9G0YECg3qqWIbdn/CtmxXbYyJnjaeRWPDkalHuXncvvitq0XFtLgckNxXa9iupGOJbbGT81aHzC6t93Xt+dZvWaHk43Y5rUl5vLf6cfnUI1MOb/j7lxx85/nUc7D7OM8fMalnH+mS+7mor1S1mhHQPyR24qUN7Gnou2TSXYDHlswYevNPukQlXyw+UZXqBVbRF22MmJRsMh3L6H1p08NxHczSqV8tkzgetat6Ga3KjARWkzkAiNS386WLI0GA558sc0svNpeIOCY8n05pIvl0CEbckRjrULcp7HKeE5Hh0V0wWTzwFYx5wCuc10iTCEhmkJZuMuMZH0rk/DRl/sqSJGkO24ABBHTaa05ba9iYNAibMZxJJjB/GtTFF/UWJMYhg3tI+wFCeT75rRtF2QqJMh1HJJxzWJHBqQEbmLaig/IZBg+vQ1eN/wCRHEzwkmQhYxE6Fn9utKw7mtHKsbbWO0Z5OeBT72LziAjc44bNZsTXEjJMtm+OquJI8HPbgkVp3E08UcjTQbQi5yJAc+tZ1djWm9TEv4TbCBmZmkLldo7/ACn/AAqeGUW+nSMu0FRkKT3qyjI9pFc3aLGEcsBnOOOtJcRxxyx743EbYbkZOT/Kufoa9SCDUhJdCEbcMm5yTggjv/SoI2mlkuJ4T5TJGyoevRuuPwqO0tXsZ5bqfMwdhHucDhSev0q4qhrMBQAWYsB0Ocnj8qlPuXYzZrsx2sio3mHZuIx0ORmn6dCj6tKHAk3KAyyc5BXpU91EEWVpgpO0YAPqeRUeloE1mURA+WOmTkgbapEM841+0ittcu7WBiBHIVXPpgY5rS06KYWULBmVyvSRdyk/jWb4pb/iptQA6eef5Cktmkitknhn37dpeLPT1FdltDiT95nSae09pGVu+EZ/kmB+Rv8ADn1rpL9tvh0Pg5UhvyasseXJDE7FDF12Fhjn60ltqEE2jXVkjlo1J8lycbwecLnk4NZvY1g1exLZQrcamt1Cm6QRmL7mBjOc5q7OEIEUDmYxKWZs8L6Viz6r/ZUMLiHdG5UMM9RjnHvTbNJLyyNxdl44ZJTFGkXAIJwGOSe5rOzZblbRGhBPLHcG6hkjMkKjasny+Z7VoXjv9usFib95uDYz0V1OSRXOPcvDqRhv4gwy0OU+VcnjKjovHpWvBYWttrNlb27ORBGXly33F6Ln6/r1oSsQptuw3Xvtmnqbi0uTHIrkZKjkdavaTPcXPhi/e6lMkzR5ZiB6GquurI+nSMeRk7VPaotBlv00u/S7RPLkgLJt/hKjofwPWnA0k7D9NGPLH+xTfFNw1raWUoXcFuMtzj5dnNP0v+Aei1R8duV0i1wMfvzz6fKelarczn8Jyd3fXEayxKw8o74zgjnDCrFlcghJhKjSR/OFkOBvPyqB+AyfSsDzHEJQNhD2qYTByzv3XAA+mMflWhx31PQ/CN/FBPMDdvIH+WKML81zITy3HYV9G6db/ZtJtYQMbIlB/Kvmz4VwSXnjCCADzInYM+OFAHODivqB+I+K4sS+hundFWQ1Ukcruqw33jWddNjvXKURvMElOOh61Qu5woaTPCgmnynOc1i6zcpa6RdzueFjbr9KCWzN+HNwb6TWL9iebjYK7KaUKpryLwh4utvD+nT2zrklt7VvWnj+z1C9t7faVMrhV/E1ttEpM9QsosQQof4uat3jYJ9AKS2X96noq0yf5nI7k1ztGDepG3y2cI9eTVbSB5l7I/pmrF/8hCjoqYpmioVhdz3rKSFcpa++5oIh/HLV+0IJmPQIoUVmaifM1iyTHChnq/YnNrM/dnxQo6XC+gjsArepKgD6mnW5X5VJAQsR+tQSHZLGRyC4B/OrdkqtOVY4w7bT75qqPxakEWtoYdNuGB4wNp/GmxvvMb/341an+IWJsXB/hKn681Xt8G1hb+78v4VpWWo2On4kQ/WqV5n7K7Dsyn9auXf+rB96rXEfmWUigZOzP5UQtYC7qUAWzjYnnfkY9Kisj8uPSrF0iT6Gko6qFaqlk2GIrSUUkIvxDBI7ZpJVxG3uM05e1PlX90fpisgKNu/mSSE9m/pVmzH3m9TmqOnHdHIT/wA9CKvwKwXAzilE1gWm/hrzbx9aSR+ILK52kq8LpnHQivShGdvPFch49Urp1q/pIR9Miuik/eRpD4jznaY9RUccurZBrYtPmhYg54NY4VBqIYkctkitPTmZbBmfnhj+HavRexotxiE/aocHOZOK09pFxbAn15A96xYipkiDycCTqOMe1bYyZ7Y53AjhvWskaMxLgf6ZL6bjVe9LC0VQpI38kduKuTr/AKXL/vmoLxyunlAfvPz78VNh30LHh7/kHT4AJMrdfoKvIpLMWO4EbSc1n6DG/wDZFy5O3MjbSfTjNXYFaKXaxBHBAPYVr0MylPHsgulyMmMjaOMmmLxpigcIFAwOcVLqG9TMyhWITpimW8YXSI1P90cCoW429DzfS9WfSowwGImO5kWIDPGF710i+JoPMt0Rc+Y371pQMRjHUnkfhXBQTK+n3MzToJlddkeMsfcfSkh8tbcS7nDiQ7ueCMcGtWcSm0dt4iePVNJie2u7eSIPvB3FTkcZzXIMJb1rSPzWAi/dKQMhRnORj60ZMmnF08to48hlLgOCe4Hf8KrQxhIg5nVG6Y/i/CpJcm3c0tM1bVNIkWG0uZjAjnMYyVfBzgemfaust/GhuLKeXUbZYpOAnlH7wOOoJzkda4y3nWyBlgKn5TlHbHXj8/pUEmp3Uto1mGdrYuJWQkHD+oOOOOKTXMhwqSi7o9K0vX7LUFdCViwSNjn7yg4DVqSvjUJVZzINilWByCT6e1eQWkyqQ7hxj7qoMEg8ce1dNolxONWSJJWjiPzNHv3F8DgH0A/AVjKFjqp4luSUjsb55XaG12ZjJLOcdQAP5mobNh88RyQpJ3HkE55/HBq9JNw52qQEJbvj3rFsp8xsm7bGTxk/erCWjO5O6NC73+TMzqpiYdiD3H9araWc6uxAwMDn8KhvZUNu0A3AMynp6N+gp2mA/wBo5yQGRSPyq4vUlo878WMf+Es1LkczmpdBVDJM0iZBIB+mKr+Ks/8ACWaj/wBdzTbGdbeKd+jHAXvXa9jz/tEjy3T2aul0dqOIhGMg7Rkrx6V1FloiSaXGb1nBwBCpHKrkk/XJOa5vT9PnvjNMcN5Y34f+JznArpPDurJpcQOv6ebixLDMtufmjI9RS5ebRBHR3ZVlMy2KQpbNPNb3K5PQDbzzz3Aq5eeIbFrPESMudjAEAFXBB24/Dr0r1Hw5oXhTWhNd2VzDOJsBkABCjHAIznNaN58NfDF0kjPpsIlKgLKm75MU1QZbqo8gvLXU7qRrs7LJGO5Yx8zAHnJPY49K2NJ06CyjkuzNNNNOm6SSSTdn0/Kug8U+D7+O0mn0mb7SSBiAgfIR3FchoF7I9rJbTxGO5t5mZ0JwxHpg1lOEomkZpsva1IJbINlQAwB9+KnRHGkXRh5VUyyAcsMdMnpVXUoBLDFK4ZVH3MjnJ5yfwNXI3Nvo2pMCTiIsN/0qYIuZRsVMUirjBCc57VQ8fKZNGswoJIuCTgE/w1Y025WWKK4aRUQr8wJ6H1/Sm+KZll02yZHBja4PPYjb/KtFoyHrGx5oyMMkg/lVm1t3lwSQB7gmr0RnjuEmcfLkoikDDZ6/hjmtu2tHXUn22pVGOETdg8nsD168DnArTocjiepfBHQRDLd6iQzbFEaNyBk17FMTt6YrG8CaR/Y3hS1hdMSuPMk+prpOCK5qlLm6midjFlcAVmznzMmt2/h8wLsiDv8AXpWFJH+9K4xjrXLUg4juUZEJ5J4rkPFb/bbU2KyIpdgWZzwFHrXUateR2lq8rEBUQsxrwzU/HVy2s3E8IQxk/IjnHIBA4FFCDk7iTTepbudK8iR0fybmMnAZDhivXAPGfyqt4ZhSbxjpkMaSL/pAysnbFdV4V1LR/EdmEJaO/HMqZLL+BPaugWzto/EGj+UqqVl4IHU1vU7M05LrmR67GMW68DOKrIm6fOOBU0QcQ8nPAxQAIomauWTuczMjU3P7yrNmPKsKq3gLkL3OKvKNtqi+9YS3IZz87mTX5T2ihCj6mtSx40xD/eYmsVnxLeTnq8hA+grdtx5emQD1TNNbDKdyRGAfQg/rT0uPJmdx1ErEZqrqr7baQjsB/OpJer8dTn9KqKs7gPv7tr2KZGAB8vI/A06BgtpCp4LnI+lZlxK0M0bhcjGCPUVdjYvIjkYHYDtVT95gWbwZt39uahZf3Enf5KsTjMLj/Yaq+c24Pqn9KIaDRPaqJPCakcFU59+apWZ/eJ7il0mRjo00OThd3FQWbHzF+tayldAzdQfMPcVPjjFVkbgVZXtWTEYulruhnA6iVs1sR/JHxWRYMItS1GHpiXdj6itLfnilHY1huWVyeSa5rxuinw3M/dGBB966ZeI6wfFsDXHhe9A6qm78jWtPdGiep5N8rXiHcuWIHX2rStONNPP8BH5Vz4kJvEKgH5gfxroLIFtOycZ2MDxXpJ6Gj0GWpEckDcYaXqR7VqiMR3EJXOHfdWRGQPs3X/W9vwrYJ/0iD9R6VKLZk3P/AB9TD/aNUtRBNonQfNz+VXLk/wCmy/75qpqJP2VcAkh+30qeo+hc0QK2hOSx+84x6c1PFI5I3DAGMc+1UdFjWLTWZidkrOSMcLzjNTLOJbh0RVxD99u+D0NaMgXUHcWbsFAypHvUYydOQA87F5plzdCTzlhYsAg5HORn0p4bbYkDHCKOalbjex4hG6ANnO7OeOmKFnLDYvC5yRvxn86SdoywCBVwoBxkgnuaaCoh42kk5IxyMehrW1zhsWSiFmRyQVxhT3/GmbFVjhyTn5Rxz9aqqy55yMnr6VM8SxqGDqxY/KFOfzpWBRLCRCUtk7WHJA5GKkWW0k2IYdqoOSh+Z6opK8bMFIwwwcHimFgcYUAjqQTzRYOUvOkaKro8gcJ3OMHtj/CtbTprqzt0uIsxzP8AKshkUADqRjrziucTmVWLbjjOD6+lXrYosyy3A3IWwx3lePShrQLHq+lanZ3sjwRTwvdCJvMUZPHfBrNsbWB5y6kSIHO1E9c8E/lVjw3NpUF9NCL2CdkiUKAm0Y9AcZOM9+atT2tlpt6LlF8s7c4CZXJJrjlHU9KlJuOpiao+692CfHzohIH3ctya1NJkQ6gdrDAAUEcjgEVgXkwl1Z7Fow/mzL84wCf4sZ9AKsWuq2WmagRcymPbycLn+VCTTLucd4qI/wCEs1E9f35qnt/0dnBxhxx7VsX+ntrviC7uLKeLy55S67yVOD6jFNl0C7tI3gZ7fzCwP+tHQCupyWxyexm3ex0GlRGPSVkYnzJ8ucDp6fpVWRzBGVbACkEhxxj6Vp2nkiBIWnj+UfwPntVDU4XGZl2tHjnYQcntxUOS6M2VJrco2UksF9Ld2N3JZzE7tyHClh6r6V19l8ZNT064jg1a3hu4xjM1tJhq421tjPFOjuNpQkDoSccj9KwtVsDYzoA2Y5FDoenHv71pSqPa5jUgkrntDfGrRWlEn2O8Dd2EaimXnxH8IalbxXmoaZdQ3D7kjnjjUyFQRya8UtuIuQDuPFdGmowPpcVilqqlSGaQ/eyARwfxqp1ejFCm3qjZv/FGkXDMttfTlN+5VltyD+YJq/JdC50u7SKRRbvGfMcMMYx90e5rAlhs7ezH26dFZwGSN+Dj64qgdVnV2gF7aNAy/KSuNn4Dv71nFJ6odRtO1y7Lp119ntyk6gAE70fcGYZ6Y4/A1VLXkrQ280zmOMlQpYfdxxs9TiqxvD9nRROnRRgSgYIJy31NV97mZJXmhkjUDCGVSBx6HjrzVqJlJslcm1/4+UEk+eHOMBFzxx3rufhmItR8V2j3UTCAkeW8nSR8DNedGBiZXEyk5LKBIpOPp/hXefCWwubvxXEXebyoFMgBJCg9jilN2jccIts+p+FAA4AprBM8nr+tc5/bs1jJsuIjLH2dOtWrfVoL5WktZQyg4ZOhH1FcP1hX1LnTlHc0buXyosJkFiBx1xWdeTW0URREXnqT0pXnVmYHP0z2rkPH2uJoegSzpIglcYTNVzKo+VdTBtnH/Em+vZtNNhpsLs7tiR0OML6cV5Bc6bNBBF9rnW3mdclLgEEr9cZrtDca5d2mpanBqtt9msQJJESZyCMfd+prlDqVpqBvp9X3XEipm3bzGyG5wuOmK9CNGNOKS3IpuUm77Fnw/NLpFy7QXNjduQXVGJI3cYbnHTrXrVkZbnxL4fjlW0DkmQtbyNlgF67G5UZrG+FPg1YrRPEV7CyyXAZIY3CskkLLgkiu5iCXPxDtURVxZ2bOQB0LHAH5CsK8Uo8x0KTUWj0CHiEZ70lycRBfWpEGFX6VWu2/eKM15jZgUJBuuCey1alO2BPYZqtEM7m7k5qa9bZaOfSMmsHqxHKzP+6Cj3P5mupcbbWFfRB/KuQX5pYl9WFdjdnap9AnFaWshs57V3P2R/dgKuyfwN2aNT+lUbyJ7iS3gUZZ3rUvYkhkhiXlFTFC3EZF3yVrTthjafWs+flk+laUXSOtGiiy67gR7NVBW/0QZ/u4rTA/dk+1Za82/wBAalbiQzSV/cXK+pNQW3VfrVrSR80q+uarQfLKR6MatbCNuLG3NXE7fSs+ybzLSNvUVeQ9KyYGDcnyPFDjtcQg/iK0YDkis/xKPJu7G9HRHKk+1X7JjK4VBknkVUVfQ1iaJGIwO9VtRtWudHu4VH34mAP4VopasCGY1YRAFK/oa6adJ9SvM+ZVikJK52vnGMd+9dRaL5Vg6Zy6qwo8Y6TJofilyYz9mmk3xHtz2qOxI/sxjnBAYHNdsNjbezI4ePsvZ/O7/hW048u6txnjNYNtKJZbcek4B/StuYg3dsQMZ/xqUzRmRc/8fs3HG41Tvzmz+Xg7881cuyBeSem8jFU75WFnzx81T1F0LuigNpoB+b74x+NTLbGEyOTl5xhgOOKr6CQdPjPPLtz9DWhOQGjzkDI/GtLEJlH7BGkMe1RGkZ5A6gehokTasq5wNgGadHKDIBk7cEn3qSRQsJI9Mg0RQNngKIXyo/MngUMrKSvBx1wa6FZreZcS29vvPdI9v8qrPZI3ypGuMk4yRS9qiXQfTUyWiCBDnJapFDTsNqqCOCcVfGmZOdu0f71Kln5ALAA5655FHtUHsJdTMYGHdtzg8EEdRV/Q9PTVtWisXLqspPKYyMAnvUrWj3G5YUySPujv9K3/AAVpdpPO1xIHN1b5dCDgenI9qHUSVyVRbdjPPhS4M0EcKq4ZgpcnAA75HrmtuDwjbW+p7mn8+1SLOZHwwfPTA68VpxENI6FiAkgzz0B5P6ipftyNOWUNIHIXCcbAoOWrD2smdCoxWpcsLSwWPKwQqxT/AFiIAQnX9MU6eeN9Od5ArHIcFx1BNVhcxWxk5Dbfl+/90nJ69ajNxH5TuShD48wOc8k0ty9EjHuDnUtOCgCRTIzsnGW9vzqlq2li/E06ECeCMEqP4gBk/kKlacyajG0CPcorMvlI/wAuOR+HFTx3FzBJeHylaNYmzvk5xj2HNWk0RzJmP4XaWHU90BKvj7/oO9O1hmutSjV2+ZYyCw78mrXhlf8ATS3k+WUTjL5zUl5A82u7reJZMx/MAeATnNS/iN4v3TKis1wP3rDNWptOljgAVmMkgyoLbQB7mtM6RfhQBFAPq5/wpdYujp5RwiSOiqGQn7w6EUQV2TUlZFWxtI7FEe5uB55B8tkcHbjg5BrE8WOjahHFHKJAkfJC4wSelaU+o3FzL5VvayEi4ZlcBWbGBlc45I61gjS7m8muphveKJx5snXGT3963grO7OOc9LEVupaGLaATzXQWlnMVTEOc9MGqI04xXCxrlFxvTJDZU+9dpocNtCUMspY/lWU3dm9JXVzmPFltNZw2cZkDgk5EgG5COg+mDXOpJKpGbeBvY8/1r2XWtD8Pa9bp9omkhuE6SR+vHUHrXlupaNJpmo3FkIEnwQUkQ4DKehFawmrWM6lJ3u9ioJpijAWVmAvJ4AP/AKFUBc8f6Db9Pf8AxqWSBjlfsJU46g1CLKU9LWStLmTiSW80S38LXFonkj76x5yR3I5619GfDbRLGx0T+0be2mie55/etlsV4L4Z8PTat4ksLH7O4WR8tn0HWvqyG3jsrKK2iGEjUKAK5689LHRh4Xdynft8pNcXqWryaZcCe2dhP0URjJf2x3rp9WuRHG3NeCePdbN9qQghdWjVsYDd646dL2kvI6MTJRjqelaf8W7Ce8e2u7Z7adMg54+cVwPxB8ZHxFctDbCN4VGOQMj6ZFYSrZTqpu7lY51G1yswO4jufftTZo9LhhJFx5hPGBL+tepSwkY+8meK6iT2KY12/g0W70bYsUNzKJJwFwSRjArO8kGNcDBzySKn1EQLdOtq4Ma45DZ3HFQQvONsaNy/ygEZ5qp3va5vDa9jvLbx54hj0+wsrC+e1tre3SIKkajOMgnOOa774R3N3quuarqF9cGedkjQt7A1xvxC0i30TUNOgt0VIxYRKQv94Egmu2+B0A8jUpvWRa5K7djWVuW57PWZdtmdx7Vp1lAebO5Pc15z7HMxYonIBVSRVXW3MWmznodoFdAgCRAcYArmvEhxZ7R/FIBV1KSikwsYOnru1G2XH/LQV1uoEhSO5Nc7o8BOpQZ7HNb98/8ApAX0FS1oDGWFp/pH2lh91dq/402+BaZHHuKoXOtT2UvkJCkg2ggn3qO1vLq9nZpyAiocKO1JJiI7gfvV+laUQ+RMelUph8w+laFuPlQ+1a9ALm3EH4VjQ/6h/oa3JCBCfYGsOE5hJ9RUJagP0viZvrVaNSLx1/2iKt6f/rD9aZ5R/tOQKCTuzgVSHYv2sIhg8oNv2EirkfUVWiZGkmCNnPJ9jVuMdDWTWojM8SQ+bpb+xyKk8OyW93axz8C4gXy5Fzjkd6n1gA6bLnpivOotWk0PxraDP+j3u5HBOBuHStqLSZUWevrIrgbcdeafxVOG4DRgjBJA4HYVX1HV7fT4t0hLMRwi9TXU66Wxqot7GX45061v9Aka4CgxMGRz2Oa8z0xEeAoWOHZhvxnA+lY3irx/qmveKE07At7BJtuwdW9zWtogxCgyT161rTbepqo2Wol7pJ0W6tgbjzlmkEodEwAMgY6+1aU2DeQEc85qlrPzXlkrOQm8fzq00vmXcBCsOSORT2L3SZkXTf6VIcfxn+dUr5t1oO+G5q1fFvts3pvOKp3TEWRBOCW/pUrcp7GloAaPTogOcu+B+NX3Abymwd444rO8Ofu9O+c8l2ZMfXFaD+YJQpHln2rUgpSnM8h2BQrBVHrT5mxA2D0H9aj3P8u4ggctjqeetTuoMeR0NNEyPC4pJOm41bWeTH3hUcNuxGcVIYiDyCK55NHRFMf5smMeZxTEZmkG85A7UpQ46VIiPCgnEYZd2DntUxaHO9ja0GEfagzjoQRj86v+Dg39o6i6gfMkmKzLG7eFWcoMKrPuB6HFa3hkT22kTXKFASAH3jsckmiWwobMhnb/AE1/K3hFIzgkZfnP1FSQwMlnNds4EWCXGfmY9cAfT86o69qraZ4i2wSARCFGYIerHqeaXT9SvdPkeG4tracTxi4uFkhPyp13ZHIwDnIqlTZjKslobMn9nLarL/aKySbQ7HaWDDGRyPpWAdTtoIoP9G3PzKSkp3E+4xjkVS17VkedrWwcxWUZIijD5Gw8kZ9M1nxXStbxxLbQmQZzIVyTznJzxV8ltTnnWbN/QpooLyR793tY7gMsQTATccAqwHIUjjI6UhheYSGCVRbqCJGIOxSP4d3ce9URpz+TbTIXLuQuZCuzf0UKc56euMGll0S7soXFwzQOkYYx56kkjaQD+OadjPma6l61a5SI3UAhjRGEcg8wZOe4Hp71btbtI9Uij8+OBi484yH7o6Y9Of0rmL67ZZcoqgFQrMo4Yj0qOK9eJG/dqzEfees3Sb1Gq0z12ylsbzUDarMPOGWAc5DqO4NYPjG00y6VboX6QxkkFiNwLj0xyOveuesbpLqzKm6fz5iNyR4LE9+vQYP0rTWK0t1t7GePybq2n80JIu07mOcFT6jtSj7m5vCq6nusxptU04WltYyWLJFABJEZEAZieWJIwSD0HPFZsmugpMnknJIKDzDtX6Ad/rmtbxzefbJ9PLJhkiK/8BzwK4xuZW+tdEUpK5FSHK7HUC+huJLf7PEsYCksPLAbJ7ZB5Hp0rTiu5FUbQDjisPR4cyISOMV0VtAgjwVJ55rmqWTsjvoq0RTd3Hl8EDnpisS9thfXLzTM+5YzyDjpmtu+ULDgHFclcXEvnyqkzhORgGiitbiry0sQCBG8zZM/ygHHeq3zIRv3jIyOavLGiSiSOQSlQpyRwD/dI7+lSzSQs02EThRhMZw3Q9+n0rrPPlI9E+CNhFca1c3vzEwJXucz15t8G9Pjt9DurmIDErCvR5ASp+lefiHd2PTwy91M4PxtqJstJuJQecFVGcZNePaVod1rd7DNaWyTKJQZfMkwFbGQM9a9K+KkKjRIPND/AD3AUADgn3NeTWOuX+hRbLLaPMQOOpCHPXHrx3row0bRuc2JleRU8Q6dLpeszQz4DOBKPQhhntWUHHINT3M1xczF7mZpJSANzkk47CqwDCuk5GXI/nt7jABcKMYHUZ61f8N20d3r9hbzOEj85WkfsoHPJ7CsqJS+EAxu43Gup8Faqvh/WHuBbieUx7FJk2BRnJ7HNA1c7P4rh5ZdHv3CRpcQNhUOQOhruvgjZ+T4cnnySHmNeW+MtTufEmn6aUgdRFuCrzjB9sZr2P4NwSQeC1Emc+a1cuJXu3NHtY9Ac7Y2PoKoW6bjzx71dujiBvcVVxtXHrXnSdmjA0RuWMKMHPGa5jxEMyQRdfmJNb8M7CPBAwBXPapl9SUdcJyK2qTUkkgY/RoR9tVgPuip7ps3Ehp+mrslH+4aY/MhPqaTJMbUEzqTeyLU9qu2ORsYpt2N2ozfUCpyu2FR600gGyjlPpWhAPlT6VSYcR/TFX7fkJQ9AJrtgLWQ/wCyf5VjW3MI/wB2tTUH/wBFkH+xWbar+7/CoW41sTWI+Ymno3l6vIc4AIOadaJ8pqKX/kKSjsVH8qpbiLn2pf7QNuigRlS271q7GcYrCmYR30Djpnaa24+c1E9yirr7+XoV23oleU/EWB4fD6anDjzbWRJ1NeqeIwx8P3vr5dea/EIbvh5eOOCIlq6KvNDika3gvxTqOvaLbXVxIql15SMYAxXSXfzxMzcsepNebfCN3l8NRbyeJGC16PcHEB+lFVWm0j16EFy3PGfEtnFZ+N9+0DeFkGa67wreW8TNbXKqBNjBPbqOKw/Gab9esyBmQrtFLPCU8xELiRVUq3oQc12Yd+6c1Za2Ok8R2ps5rdQesgIb1WoAMXVuc/xdKzbjxCl9FaQXUix3Ubbdj8bue3r9K0ufOtfmB5rTqStjIugBeSk8fMTVK/IFmMf36vXg3XkpI53ms7UyotUx/f5pdR9DS0PM2jnaMOC2386vtcuSwZQTtU9Kz9AYx6TGWPDO2Bj3q35aSnHmEyYwMVZIjAZDqNseznP1okZ1jGF4x/WmZEuQTk9Bg+hqwXLREkc8DFVElnmMVumBiIA0yaBGBG3B+layOnBK9qRwGOQBXnuZ6KgYgtguSeB71NFdW1vG6sqsrDBGM5q9LGJEwVBNZdxpxI6jimmnuTKLWxWlvYpFMMCPHGzfMTyMeldfZzxaf4aNzMgZN5JQ9H7VyEUU9nJ8hIDCt3Vrgw+CI1kxukGOT1OTWtk2kjGV1F3ORaWCUBjctG7v+9LfNxnIIA7Coru+mkvGLyrkYjLx8BlHHT6VnDGeTTea7LHm2LSPAJfm3mME46ZNTJMfKHmSHy8nainJX/61QwLbmKUyyMrhf3agZ3H3PamxTCKRSyHGfmAOMj0osJo0X8q1tllMkUksyfcwd0ef4vSnx6/dG3MU376TCokjnlFHYVRxbNY/KkouvMJz/Dsx/OmJl4fLwvHIPQ/n3pWsKyLnm/bJnF1djcOhP3CB24/pUUgMcb4mUwlhwO59gefxqvhogFYgg84q5NeW76ULf7Aq3AYEXIYglfQjv9aAHrI8EcVyrWpWRcbQeAR2ZavWWosdRSa7jLtt+++WJPQHJ7Y6VzoQ7dxIHpnvV2KaU2/kvcSiMjKrnKkjoKUopoLGt4qvPtd7buI5I0WIqok64ycH8a5rrn3auo1vVbe80i2tUtmilhY5YzF9/HJPAz7Vy68yD60QVlY05nJ3Z1OmbPKjrooSmBjIIrm9PYKqDnNdDCf3RJyOK5ai1PSpPSxV1SQCEqM5rKVbm302Z0+U7zmXfgY+gqfVpRuVM9SBVTE82leUgaRMMN46DnuemKqloc9Ztuxl3Q/eqzO0vmKHLOMZJpkEUDbyzuHA+VQuQfrWrqNtaNo1mVu4hdxKyyRA9Ru456d6Z4U0uTV/EtnZDkNKC3071tfS5g4O9j6O8AaX/ZXguxhPVl3k+ua6NqVYVt7eKBeFRAo/CopHA61583d3PTpRtFI4L4tW3neEJGXqkisK8LvLYkwrk7RHy2QCeTX0N492t4Uvc4ICZrxW2sZdThimeEvCqBQqSDHB9e9dmHd0ceJjaRy7xRh/lUkgY6imiFCD8nP1rtZLWO1BL2qhVHqCB+QrKlWOaXcEAA7HpXRY5TLtdOeUqTGyqOcuDiuk020tbNkKWjNIOS7n+VUovP8AMVd3mSNwqjn9KumN0lVGcMzE5dOcHH3V9T707pFJGzqOvhreO3tYh5iD5nJ4XP8AM17J8LNzeDIWbJLSMd1eU+GvBs0kUFzq0ZhRFGLZxkt7tzxXunhnyxocAhULGowABgfhXLiXeJTNG55Cr6mqzdauOM8mqpXmvLmc7eoqDEZNYrr5uozP6HaPwrcmYRQkn+EZrKtkIjBP3m5J+tXBCLVomDI/otQMMsKuKvlWjHuxwKrOMSfQVowMfG68lz3erM5xGtRquZHPqamuR8yCrWwCEf6urtsuFye1VQMxjjoauwDAIpSQFTUmK2MrHqQAPzqG3Xj8KXXn26eo/vSqP1p0A/d59qzW4Fm1XCkVVmH/ABNpPTA/lV+1RipwM4NZ85VdTmz1yKtRe4EF/nbkdVOa2bSTfHG3qoNZl4mQcdxVrSnxAqehwKiZRb1SPzdNuE/vRGvL/H6u3gu5tkRpJJFSNVAr1mYZhkGOqkV5Z4pD3kdnbLK0e6dAGTqcHOKKbs7l01d2LHgTQpNF8P2lvNjzFXLfU1012CY2+lOhwI1AGMDFFyCYuKcnzO7Pbpx5YpHAeIrUnVLG4UZ8uQZqi8qzNdzuSCNvQ9s88fhW/wCIIuIDzkSgk1ysm+Oyu2A5YcH1wTmuvDvRnFXXvE82nxS3EF0FDESBga2jgXdqATwxqjAU8oNzhiM7BwPfFXgEMtv1zvOPStzMy78E3kpH96srUG22nP8Ae/pWrfMPtcp9GrI1Q/6Ip5zu/pUdR9DU8NOH0xGZjjLBRnjrV7zdl0E4xklgOo96o+Fon/s6PcRjLBfzqyyjzJSzYwcj+ta9CSCyE0UsiznJcloz6jNXcARs2cc1XWUzNsUA7eQe/vU6sBCNwY5P8fanAmSOAU45ByBU6gHHOKyluHyhHJIrWjUDJPpXnSielFj8ADBAqm4TLZyO3BqQ3RY+URgbv0qo8mVds85J+tTaxTI7lAQBknitDW4orbQY4goZ/KGSeSM84qsq+bIhI4J5z2qXxPK3lLFtznj9K1ps56ux5zjFJmp5FG5jjvUNegmeW1ZiU4sSACeBTaKBE8bhjiRiAFIGKmhtbmSzluUQmGPAZz2PtVOpRNIIjEGbyyc7c8Z9cUBYmZokhAZS0hOQd3AH0qKafzJXKL5cbHIQHgVHkGm7TQgsKACTzipVI4ABAA+bv+NNijaRsKpOASfpW4dDnNgl60uCVLOuMHHb60pNLcpQcti5p8vm+HbiGe/T7BE+57fCiQMe68E4PSuWGAwIPGeB3FajI1tZzwgLl03bgPmxxkZ9KygOVoQKLT1OksJY/Mj3NtHvXQedHt+SUEHsCMVydtGDtwSPoannRokyGz9awlG7OyMmkSanKZLxdgLFQTgc1StZBBIEdXU9xnH6U+zujB9pdsHcmzJp8dx5l2zEAbsdOnSqcbRJjK8i7CyHguCDyMjP516l8KNJtpb641EwgFPlU4FebQFCB8oP4V6n8N9RS2tJIQq4Zua4pzaO5QTR6ZNJ1rnpdXRtXkse4iEgPqM4rTnnYRk7cmuGxdy+LtOvhbusMqyQyc/dHbNQ2jaC5Sz44vJYPCtwYWbzcYXAyc153o948GnPFqG4S7wVQoASCoIAArvvHyu2g7YNok81SCa88t9PdWZn2GRzl2GSx+pruwy0POxj9800trV4xc3cluAfuxEgrn39TWdLa22WZJbZccnBBIFU7lI4JX3yKCeVAGagjM19cRoFaWThYoI15J/Dr+NdLaRyK7EZz5ZlUkMfl34wSvTj6133hPw8tlBFfX6ItxtBjjfjyh/eOejVZ0Tw1ZaFHHe6wElvD8yRj5lh/wATWs8D375eOUWxORGJQA3171JpawLMuoXTok6i2Tg4kGZD9D2969R0qBLfTLeOJQECDAFeexxIgAW1jU4xkBc16RZ8WMH+4P5Vz4jYmYsp4quOSKmmNRIOc15ctWcz3INQbEITu7BfwqKNcADH0onPm6giZ/1a5P1NWIUzKPbrWsFYBZV+aJPTk1SnbmQ+1WjKGu29lNUZvmjkquokiC1geYhVGWNaUulmQnk7lxUGlsqToW5HQVtswiV2BOcZA9a66cE0UkYQUx/LjFTQjk0138xmYjBPOKlhHU1hUEYfiZtsFoM9ZxVyD7v4Vk+LHxNp0WefM3f0rXtuuKxjuUbWnLi3yMZJrnbv/kKXB/266CyGY/vHjtXOhvNvZ3P9411XTVhFifmFKk00Y/A0pjLW4OOhxUlrC0bHKnrXPOLC5psMqR7V53dRob2IsgIRyyntXoef5V5vcHN4kAwuHYkA9alLQ6aCTkjoLKVZBwatuBiuOs9Tki8UJYhT5IhyW7Bs12RIIBoPXTOS8UARRwnnmQVyRUvp0xz0Dd/9o5rqfGdyi2Nrhhkzj8s1ykEn/Etdt3LZ5x7muqhsctbcu6XIvlQnacbc4z17VbUkXUSAEosu1ee2Aao2TjyUyAH29fY05Q8l3blZCPLmww9eldV9DmIb1v8ATJuf4jWbqWw2QOP4v6VpX4H2yY8j5u9ZupB/sQKYKh/m/Ks+pXQ0dDZ10+3AICnceO/NW2hYM7ceWFPfvmq/h9UGnWpI5IcfqatTQg+YludoYcj+dadCSragxsG5LDjPYVoF8Q84OV61QiLZwTkVbcgpj26U4ikeWwnlBsJI71rLKSRkYqnbBicEfdHarKABs5OT1rkkdsdCRyqhjs5qq65i5Az2q2wJiHYcmqu8y/KeB7d6zaLuK2Fjx6kfzqPxDMTNtAB/pxUq5kmiw2MHnIzmodUVI5JrhpN0hONpHTiqgrGNTU4yYMM/XmqxxzV255XPrVSNQxxXbB6HBKPvWI6XjHWrqWqt9e/arC6YH559aPaJDVGT2MxX2/lTM1rjRiyggnJ7Yp/9gtnG8j6rS9rDuV9Xn2MhRUyYrRj0N2kwXIHrUd/ZLYlAshbdnr2o54y0TK9hKOskavhe0imMzyoGxgDPatrXZkXSJHz99lXHtnms3w6wg0yeXPJbj64ql4kupPItoSRgktgflWFnKobtqFMzrmaP7M+HG4jG2sxDhhQWJ60g611JWVjgcru5tWrAgYbn0ouJWI5PaqFss7Txi3RmkP3QBkmtr+wdWnkUf2fMNx6jBx9ajl1NlO6M+1nsVj23JlJLZIVQRUk91ZSTRm1Ei4GCJAB9Olac3gHVY1LyPAB/vGsu40OexO5ru1yvYOc/yqmk1YlNp3NC1k6DNdN4Y1g6bqSZb92zDIrg4rsxnDBhjv61dhvhwwbBByK5J0bnoU66tY+oIpUubVZQRtdcg1w9nrDJ4kuNInQ+akpMUg/iWpfBniWO/wBGiQn96gwap65FPp+tRaq4MtuXDeYBynsfauRxs7M6otSVx/jfVBZ6OZ5lcxo44TGf1rzmHxGl2H+yLOJM9JCMfXivQPHiLrPg3Zpa/aZZJFIVOTXGeDPAmrT3MjahB9ktgQWMhAZ8dlFd+GfuHm4n4zPtLLUdU1NoLWI3M5HOOAg9z2HvXp+gaHF4dtPNuIEkumGZbjI4/wBlc9BWqtpFoVmClrAtuCMiI/Mx/qajktJb+VJpnK24OViBIJHua3szG5RYPqN99pdYQEHyJMCQgPt3NbMNxBIAovbTeB024/rVpH8uMKiooHAAOKHYRx7pSqp7mqSFcguMwwO/m2roB3OP5E16BppJ0y2JXb+7X5c9OK8ykK603lJFiBWBLZxnFeq2qD7FDt6bRiubEJtaEyI5OtCinFDuxTihxjrniuCNJtmDMu3UtJPOR/FirKfJC7fxN0q9BCiQFUGPXNQXFs7ZK4A7D1rr9jyoOUzIV/0gnJ5BqE8hx61qRWTRxF2Hz9xWdEheRo15JrJwaeoWH2WxZlZ0DDpWrcyrCu5QCCNo9jWb9lljj3FSO9SRW8s0e8DI9zXRFuKtYERn5myetTwqMNSmMqQuOQMmpIlzG57VjJNgcx4is2nurJ1XOxsH6ZrRjBEmOnNWLu3JO/B39uas29skxRseuT71Kp3GLb7jkJnPamw6PDHskY4cglge5q7aQrEmc5NSuFC5Y8da6YQSWo0Ri1iEITA65FOaMbm4ABHBpRIgA5Hse9NM6u2BjApz5LBYakRG7d1FeOSakkviqRFDDZvBz655r2nYpwxPNeCW9zZ2OoawLtwLuO/kC564J4H0rkrRSWh00LJk4uFbXZthbzAwPsRXZTXE32MBWw5GK85fW/tGpQRW8ADCTEzgV211qEVtbrJKwCjGa5oJno03o2ct4xm2LaoxyxkX/wBCFV4Ik+xKQwGzO4noVLHNYfiXXf7T1q0RMeX9oQKOx+aty12/Y3QjIyMj33ZruoxaWpzVJXdy1ZIBAmwcbBzmrKR+XcQkD70mf0qrZ4DYDHhePQj1q7AxknjJ/vYH0rpMzKvpC15Lk/xHg1nXSsdPc9t/A/Cr9+hN5N/vGqVwXXTm3DAD4/SsluPoaGhl49Ps2PGd3B6dTWkRtCDPAPJFZulbV0u0bBbBfofetDfv2LkKOcg963RBW3bZ3IOBnGAKRbpftksEhxtUMM+lOXDOWOAc565zWPqC3bawv2QB7hwEVD0OaEJnH28r7M5IzkVbSQEMR988VnK6ruGSB7VLBJtGc8CuaSOqLNFmPlleiHrzzVUSnGF64xT/ADg2f5GoFkAy23pxWdjS5IkvmalapnljwMZx9aoahL5up3KqSY95+lPs5In1eJ85YOCTkj2xVe5lQ6neOWwGkJBFaRVjnk7szLyPYu3OeaowDMnWtC/O5c/jWdCcSZrohsc8/jRpxxHjaxHvVyNHXdhgvuO9VYH+XirSSgZrnlc7aVi4qSbFbcu4j72easKjyL82CexBxg1XWQME9MU9ZEATnvWOp1Kw8LICVYZK4Ppiue1R3a+YPgYxgDtXQSz/ALvg5yOlc1cN59++Om79BW1BatnNiXokbllKtvYojcAfM1LJrNgreVdWAnI6PgE4Pbms5n4wTxVpPDGvXytPbaXcSRluHTBBx6c8itacfeuzlqz92yJBN4auOZbSeL12Dr+RqOO28N3MwXz7m1QckyZb8gBUT6DrNvzNpF6pHrbk1f0Pwfq+ryHbaPFFn55JkKgfn1rc5bM6zQJ/DNu8dvYXkfmuQq5gYMx+uK7FYH4ImiAB5yn/ANeqWi+FdO8OwiZsmboZZMZ+i+n0FaDy3d5IYrePyYTwXkGGpGqKtzcJHIYN3mH2Tj86zZdHtriTzpYMydRiPgfpXUWtlbWyk7gzHqx/p6VZ2IelIZxX9mWMmfkjJB5Mkf8A9anLpdqrHC2nH+ziuunlSAlYojNMRkRxkZP19BVGO0fzRcXcMjTY+7GoCqPQDPP1NIpGRpySW+osI7aYRD7vlRDafcknNdXtjvrMwzrwecOMVXS5Cnm0uR/2yz/WrKTQYJcTRgdSYWwMd6ynRUtVubU6zi/Iw7nS5oPLSyTy9xywBwKz3spdPmxPcv5kh+VHPXPoAOa3b7V4AwitHBHRpSf0FZ+nyT3E0k6LcwgfKrvbhi3uNxGKqlD2asY1Jc0rjhYX5CnZIB7Dn9amGn3ew7o5j7HB/rVtIL2U8andR8/x20RqpqB1Kx+SHXJmnYFwstlEVA98YNbXM7EMyG2O1ykRHOHGD9alt3ubjJi/ep/eRDj8+lZ1hbXOr6ubq/vY5UAAVQm0HHsT0/nXXQRQowVbxSQv3Mr/ACoTBozLax1BroH/AEj5yAEyu0e+K9asojBYwxMclVANcZpaoupRF5RgHpkV3G8ACsak0nZkvYXaME1VFyjXph/uLk/WpnmwpIGa4Xw94203UPFmpaI26O+RiAzcK+OoBrLmT+FGbaR3yqp3ZAwaVwQo2du1QJvTkZI9KkEoYcHHrWsaqtqNBK4aIgA7iOAOtU/ssVu8OQRjuPWrqkU1uIzk5+tDcZaj0Hgbk3YzwaSHAUIV2kDJoWRQOoJxSNMAQTir5opCARq7s2BjGKQBApVRjHWnrOrDORUckqnOAM1LcbaAc3d6lPBNIksAKsSqlDg4rctjiGPaOwzXg48V+IoPFE4uplubFbhleAqAyLu7H1r0yx8Y6G21RemE/wDTRGUVzuXKxJPsdmBtLMOAa5698TaLZM32zWreMqSCvmAkfgKvHV9OWETvqMHlnnPmDBr5+8U6bHfeLNRm0qJprWSXcrovByOSM1Uf3mmwmmeg658XbSCcWnh+xe/uW4ErfKlbWieIdSbTo31WJXmblvLGNvtivO/B3h6S0vTezRhmA+UFsYruy854WOMfVj/hWvsU1Zlwj3Ouh1mzubcvHdqm07WBPKn0ryDx9oVnfalealYM4un+YED5XNb2maXbW2s38/kQ/aZNsnmJkkBhgjB4HSr9zDHcjYXIxg/IcVDwq3uVY890PT2tLb7VdhlmC5cHufWrWi6raa1rt1ZXGWj8v91GTwxHXpXRyeF9LlhEMqTSR5J2md+/XvXnV/FB4a8Y2NzaSCKCNlaRQD8gY4ZQfYdc0oUFF3ZtKtLlUUdPqXhPTI5h5FtDHKnI2DkfnVK3RoYSjYd1fDfrzXWXkiXdnJLDE8kciHEg6H8fSuKtrh2jJcH76ghzn1HXvWk0VBs10XYxAICBs49j2qzaZaaNsHG/kn6VCqgyFd4yQOlWLYbJdgztD4BP0qbllK6CG6ly2Tu5OKytTZVtME/xdPXitLUSBdSAHvkisu7HmWuWAYh8fpUrcb0Re0IkafFuI8su2BjpzVzayyFncsBnBxUGhRpJpC7zgrI/I7VLGwJC8ndnkVqZLUW3CZKqBgDANSxQJ9sMpUbwowe4qCLf5jqAetWoWCs5GcHg57VSEzyISc8jvUiybRjv61S8zrzTlcGsJI6ItGqjllJ46VG7iOByT2qBZtsR9xVW6nxaOO54qIxuypSsrj9OuZIb23fdnY4woFSXEgW6kYDcOw/Gs3TdxuAFJViCBg9farQRxKygD5T83PfNatWZzplO7Zmzx7kVng4er11IBIwBwT1qkw5OBWsFoYz3LsEnHWrQkrJjk2nmrYk+X1qZRNoVDRFxhR9MU9ZeRzVAy8ChZwvXNZchuqqL95ciCFzn5ugFY9ojTT4XqeB9aJWkvJQq5PpW9o2iSeYrSxAnOMl8AVpFKMbGFSbnLyNPR/CM81xBPczt5YfdtQAnI55r061i8uMKrMpA6cfyHSuZ061ihB2yPHjglJjj8q0vt4sYwJ9QnjLY2qApZvbkUbg7HQrI8Ss0ksaheuc8fXms5LybVJHWysyygjF3GSFb1xnrTLXS7zVctfGaOwcAi3cje319Aa6eERwKsSQMqIAFAAwBViMqKN4VBe3u5HX+J49x/DFO+0opAMNwOe8LcfpWs0jSDaPMUH+JByKoXfiXSLG4aC4v4I5h/wAsifm+mKd7ENEDX9tj55fLHrJGR/MU+GB76PIYxwNyD3cf0Bps9nc6s2+5eSG3JzHGHyQOx9AalSxHP+nXhfp/x8f0xRcCcabZBt4h2v3ZHIJ+vrUiwJEu1Wlx7sTVQaXeA/JrV5143hDj/wAdqLVbtdCshPdX1xJu+VCVBG73wvFA7l2VUhiLvM4A75yazmu5r0yW6mRYm53ZwcfUVjLqq3zeSuopNPyVCAEj8BW1pLXUWnxLdu8kyrhikZA9qLCuTxpbxsJWI3rxk54q19sgUgG4hBP99wM06O5UNyJ1/wC2TVDfa/pVoCs9ygOMkSoV/wDQutPYL3K+t362djvTVHtpXBMXlFSCR+B4rkNDGv65J597cC1izguI8ySAemc8Vp22m2erao13ZWUC2/VJUGAxz2HfPfFdhb2hij2qY1PqEpWuBSt9P04Ab7USMP45VyTVxRaAFVtlA6YEXFWFiI4LJ9dtRX1w1hZyTEwHaMgOhH6gmq2JEmuIraIysVjROS23oKj0jxfqt/N5sdtILDGIXcAF/fr09K4HUfEN/wCJJ7XT/Je0sZ3zcvIMAgHoreleg2EFtBbxwxhlSNQFG4nis5RVTcRdvNf1ERFFcqzA4wBXgFxFcHVZrsyOLkzM/mIxDZz1r3a6hjm2EzNHgkD58dvevMtY01LbV7hVLSIcNk1pQornsZYiyjdF3RPid4m0pFjuHS/hUYxNw1d3pPxf0m8wmo2k9nJ6/eWvL4rMNglaurpiY4H6V1TwcWckarR7lb+JtEmh86PVLcp6mQCli1/SL0t5Op27hev7wV4eulp18oVNHpEcnJiFYvL+zNHVPWdQ8Z+HdMyZr9ZCP4YvnP6VSPxE8MND5/28x/7JjO6vOV0uJYyvlqOfSqdxpydQo9Caf1C+7JdU76f4u+E4c5e7KdC3lGopfjH4NRN6XdxIf7ixGvHPEVsIrNyowNtcYE5FZPBJO1yo1T1EavYatrNxdIJLZZ5C6B/launtMhQPt8MgPaSPNeNWk1zGQquGQdnGa3rHVrmAD5JFPqkpA/KonhH0OqliIpanrUcUZG4z2Y+kZNQXeo2FmApaa6k7RRIFH4ntXDjW70gANIRju9S6UbrU9SihlkPl5yyjgGiGGlHVmjrQbtE9G0pd1p5zKFaTkKOdorQIT1J+gqKMLHGka9AMVKJFXsa1SsrCMiKS4i8TBXjVbea3b5i2SSpGP50+51/SLafyJdVslkJI2mZc5o1WCGa7sLlolfypChynZhjvU6W9oudllACOyRoDQIcJUJG2RG47MDXKeM9Jtb2ymlZT5/lFExjk5yOtdRLKVBK2bMR2yorC1e51aRQbTQ4ZSCOJp1yfWpkrjsUPDOrpc/D6KCAgXcCNEVLclh1rAtQ4tW80EOrAFM9+eK5u5n1DStSle4tm09pJGaOIPnbuGDgenHWpknnntNu942KLIS/AJz1B/HpXPORcZWO8XcsYO0K6gffH41YhmDThc5O/J/IVSYq0AYnBBBzVy12FgVx98DOMdqIq5q2UdSUDUHI/Ksu64gHIxu6Y9q1tTB+0OfU8ViXLb4DgHCydc+1RH4hvY2tAwumMM8GRz9KtMEF03k/KCBx61DoH/IMHu7ipJlC3G4sRkD8s1uzNDYZCS3J6dcVZhUGEEd89arKgWZYiwJ61ZjZAoQEElzgelNCZ4cr54qVT6VV+cfwGpBL6o35VDQRmWS7ACqt4+Qq9B1p4dmOBEx+pxUsdruIZ5I1/2etJRs7jlO6sVLZjFLGwXIDZ6GtCKZQr5LAsT0HP1q5BBasMSyRx+jICabNDaKQElDEd8EVbIu0VY7G2kyS2X9/Wp10USEMNy57HFXrWBIjzDICe5Ga1LEw3MjZt52CHlhjA+tUibXMVfDLsokXBVhwXU4/lTR4eAHmN5e0feweldHc6rDYRkK3l9gR95voP61yV9fXN9IdzsF7KXz+frQxrQhmhsPM8qKQnHVgTg1NbaLazEGfU4I167A+41WW3yOeTThbntSGdfpGh6A0aPHfQknvJJtP5ZrpotJ0qKFj58bBeSyTdMfjXmMdux/hB+tXIbc55Rc0rXKUjtktV+1eTpL3GFbko2R+OegrodD0WKwY3NwrXN63LSOd2PYZrzuCAjjaRzWnCsq4CyMvHZzVKIrnqaXUY/gcCq2o6zFYQpKbS5mRmwfKUHHuea8+8+5ixtluGPYRk/wCPFaNtdX7RKfPuASM7C5yBTaEPu/iWpkEGn6dIJN+C031/uit5NBttThE+pDzblxkscZXjoCB70adZ29moub2SMSdVEkg+X3571rw3llKflu4GOf8AnoKlIEvMitdGsLSNUhgQBRgFyWP5k5q2thbGTf5MO/GN2OcemamijDEsrqR6hwagvLuGDYhyznjA6fjVAPuHit4iwYRnseoz9O9czereaxCbeUE71wRGMBff/wCtWiumveSyTvI8bOc4j4ArXt7NYYgiHCCk1cNjH0zToNItEhgt5CQmGZIwC59T61oLcBRn7Jc/hHn+tXDC/wDC1JJuig3kL0zjfz+tUSZc3iOzs2CTRXcTk7VElswz+PSse/ebXL6C0W0hucEySNMfkhHY+5PoKv3VxJqkX2eKIsmQzMRxweOvT8afpdhqFmH/AHVqS7l2Yu2Se3QY6UAa9hYNZ28a74cKMYRCB+HNW87ehTHuDVPzb9IRmC38zPOGYjH5ZzTnvWhiBljTJODg4C+5zT0Alc3YbMK2jD/bLD+Wa57U7mW8vCk0WI4TkCJgRnvnp69KmvtWunlkgSNI4u0sUhJP4YGKyGjklmECCSTfzJ5abmC9z6fnSbEXtIgS8lknuDiNG2xxOc9OrHt9K6iGW2xtVlPtiqVrLMtsmzTpgBwq7kHA/GppL9Y1JeOSE/8ATQcfmOKYzN1rUYIbOR2jEsceDIBg7R61wq/ZWuENvMJAwbc3PPcda67VxbXVnN8jTT7CI9h2Nkj+9XKWeknTNMtBMoFwZW3gdgeAK0ofxEYYjWBZiQcYrQhUFR0zVGILAFRkmz0JArd0hbefU7eAlwHYDkcV6svdR50ddERpbk9Bk1bisppTlIXI9hXeNo8cMmInjjI6+XFz+tI1hGfvSXEh9jtH6VwzxiTsjuhhrq5xZ0e5OSyLGPVyBTRo0OCJ7gNntEuf16V2X9mx5ylmuf7zjcf1qvPaD+Nx/upWDxkn8KNlhY7tnjPxAtbWysmSKN45MDrzuFeaBeRXrPxXgIgt3VMRk7N1eYRp6itoNy1Zx1YqLsia2jBwADW1BCABkUeHNJm1nUUtYSAcbmY9FFXXhWG6lhVwwjcpuHQ4rTyJs0rjQAOO1dd4NhjhMt1KG9FCRlv5CuTdMda9S8MxJaaDbhiwd+SKzqu2hvRWty+kiyfdWb8Y2H9KeW2jO1vypXdF+Yhj9ATUIYCRVitZGDcFnGAB+Nc51GbrGqWv9mzDcJCo3BUIJODnjB61qo6TQq6FsMA2D2yM0y6/dQEQWgkfoqogx+PtXPeHtR164EKXOlstspZXmeRexwAAPTFTfWw7nRlAWPLe3NZrXTXdxdWTWtzHGsf+vKlQx77T6im6vLfmKSG2017nOP8Alsq5/XII9azdDutdSR0v9OcAv9+SZThQMdQeTSb6A2eeePIbLS9SQRS3ElxIAZBI+cYHHUZrNsL2W4053kchFYJ5eMgHIwa3fiTHdXN1HczWscY27FczKx9SMDkCuPsJmgt5VVMBgOn8RFYT20M72dz0wSNtfPIXPI6dORWnpv7z97k/fAAPbpWCJm/shnJLB0yCeP4a29FBOmJKozHvVSR2OBxSgdTd0hdS+aWTPXNc7cL5Nn8wJYv16Yrob05nkHvWHqYxB9wtg9RUJ+8XbQ1NAkEWmxliSWc4GferV5l5QVOMjHH1qhoEkctqsKEF487we3NXrghZQo74/nW9zNEcpEOyY5LL972BqldXCWc0crN0PJ9jV4kG9OBnEY+mK5/WGYWcrHBjKkL6j2NF7CMNPh9q23O23/7+1MPh/qo5EUDH/rsK9Q2kcFlBHXAqVU7bufpVWJPLR4G1cEZtoP8Av6KkbwNqwA228LfSUV6jsYgYYflTJQ0ELuzoTyVDnaDx0zU2Hc8s/wCEL1jPFicnofOUCup0rwHpdnBG97G092cMzhztB9AK2NP1C6uI2F7arbSA8BJA42+ua14o7XzQ6shl9dwz/OqsTuUl8PW05G+LFv8AxJ03f4VM3h3SmMY+xJsToBwB+R5rRxjofyNABJ4JzTHYpjRrBeRZwg/7gpj6Jp/X+z7dj6mNck1oOPKi82VioHUmozNFswJnPsnNJgUDoGktydLtyT1PlCq8nh7QTJh7CAE9BtIP6VqxRXEvzbyqYxjOTVqG3SBQVQb+5PJP40Ac6PBejSyqy2flJ3GTk04+CNH8zIimUeiSYFdI5fja3l+uBnNZupaubWB2ht5Z2A+XCHaT9aLAZT+DtJiy7SzrGB0MgrPfT/DynaLu9ODjcgVh/Kqd1qF/qAH24Muf+WUaNt/PHNV2bEZXDrxjIjIx+lUgLP2SxE/yXNyVzx5kQ6e+K6Gxk0S2VcBpJAP9Y8Z5rlIp4ohh5cn1c1a+1RqOCCPbmnYDrft+kEZcRjuSYv8A61Nk17RYQq/aYY+cjKkZ/SuQfVYvM8pC4k6D902PzqeCYyE5lL846Y/nRZE3Onm1iwkXMM5MgHHl5HWorRrbd5s13vJ5wQf196xg+eh/I04E9BmnYLnXR31gFwLmP9RUy3tpji4h5964+Nn+fgjPepAss/7qLKr3c0rBc6a41WCKMtDPHIc4AjYH86yZLS61cSCaeeJHIzs4yPQZ6fWpNPskmKpCvlwxtyQMZI/nW2lsuc73x7ORU7hco2+k20KqqQA4GMyEsf1qwLNIjlYxk/ePI/IVbNshTAluAPaZqFh25xc3P4yZ/mKqwEUcKZC5xjoATWfrNpE9vK8t48Eaod4choyP9pT1q9dRXhAMOpTRgHJyiH+Yrjtanl124g05dSsXttweeRGCnA/hIyQTSbsBzen+Gdd1C9drW9ey08N8rxSsykZ/gB5xXpWkaTb6ba7EWdmY5kll+ZpD6k063v8ATolEK3tuAgCqBIO1XfttiOBe2oPoZVz/ADoirIQshVV2gkcdMGsK9vEM/kBkeTuCelO8TeJH0X7LBbWhu7mcnaiDoB3zXH65pOr608N60kFhcquHMZYg/jjrScuwG/eXT2hRSsfmSHakZByzelQ6pb3UGnwy3SwRzNhmSNywUj3NZ3gO0uj9oudQMhMbiNJz8xJ9ia6PxJbLFbwQ+bJJuDf6w5rWk/eTM6ivBmAqktIA4JLBhg1agnnt5klibEqcq3oaqg5QFRxsAyPap0+YKcZr2Wrx1PKjK0ju9F8epPJHa6jb+WzcLMPuk+9b9x4h0q3x5uoRDPQDGa8qWINGQw/Cj+zoWbOwZ681xywkW7nZHENKx3l7430VY8xM85IO0Cua1Lxrd3EeLGzWIf8ATQdPyrMFoijhRn6UySLHSqjh4IUq8mcl4smu9VgQ390Bh+OPlFc1/ZV4rIojEgcgB0OR/wDWrtL+/TT5kE0CzQzfI6npj1q3a+HrCdmlsNpjkX7meg9CPSuatN09Ei6VNTd2zV8K6Cmi6TIhIN1OpLuO3HAFcOIDbzyRMysQ55Q5zzXYw6TrWkgGyM5h/wCeRYSqPpnkVRl8NCCfznukijc5/ecHJ61nRqNvU2rU0o6GDHCZ7gKTtTqTjtXrVrsW0hRM4VFxn6V5xYxKdUZIZfMjijY73GAa9JiAEMahgQEABB6jFOq/eFQWg85zTJJfLGSrt7IuTTzyCMn86aNrR7Dk9jz1rM2Kd7e3EVrKbaxuZpVX5F2AAn86wfCmo61JfXdjqFikJV/NKjI2BvT1ya6lVSGNtqbU68CuLsNcc+NbxlstRkDwhUTbtxg9cHHHNZvcGdpJwrEJlscDpk/WuU1ZNZuHf/iW6ds2ERu90wdc+uB0rqHnHk7yr89V25I/KuL13Xxp+pLNb291IkiBZY0hOWCgkY49TzQ3YGef63pUtvdyM4IGA/DM4A+pHIrnJ5N3yxAHJ7jivW7PxNPetJDbaduT5vkuEKcbcjHftivKdRk8y9llEYjJc7owMAVlbUhpdTro71brSLYIxAwFIB7gYrrdLea2ttgTMLuhBJ4zXmXh+5HmJasSA7bh7cV6Bb3ZWztYs/KZvrzipm+U3pe9oXr1x5shOBz+lYGoTA25G3PzcH0q5qkxadkBG7ORxWQ0hezm5y6vgj0xWMX7x0PY19AIihaVTmRmIbHb61qTRlWG45IH9az/AA6hGmsxJXdITWjPMfNQ8HK/MDXRcyRI6CPLbsDy+1c3qUyiCGEpw/Lsa6O7f75GApT5hXO6mPNgiCpkAgnA56VTJO3HiXwuef7Z0z/wKT/Gpl8SeF/+g5pY7D/S04/WvmWitLGPOfRsvi3w5IWWLWrFMZBczj9Bnmnf8JP4ZVBv1yxmZRjc1whz+H86+cKKLBzs+kT4h8KOpEmraQ4OCczJzn1pv9seEMhhqmjAjoVniHP86+cKKYc7PpBde8Mbdi6vpG1e5uU+nTdSHV/B+Pm1HSXJbJLXUfJ9ev5V84UUBzs+ljr3hYRqg1jSgqkYC3id/wDgWKWPxD4Zi3GPXdMXnP8Ax+J9f73WvmiigOdn0y3ifw4uT/wkNhn/AGb1P/iqqy+LtE5MeuWIUDIzeIS3/jw6V84UUrBzs+hIvHWmu7o+qWGFOAWuF5985q23inSb6Dyn1/SwvobuNB+OTz/SvnCiiwc7PpO31rw/Eu1/EukEf3I7mIAD6luatr4i8M8H/hINKB9ruP8Axr5hophzn1CPEHhZh8+v6U31vIv8aydS8U6DbzKINU02ZGGfluIiFPccGvnSigOc+hbfWPCUrNLdanpbu4BAe4TaPwz1roobbTJ4ElgtLeSGRQySImVYHkEEdRXyxX1F4Sb/AIo/RMKcfYIOf+2a0hp3JvsGnqGIsIx6/uTz+QpUtLCVMrbR49oiP6Vq5JHpSPItvA8z4WNBknpigs5/VpdP02xkmMKtJtOxEjyxP0NQafbGS3WWab7MjjPluArDPr6fSqWq3d1rV9GhtoWj8wCFXHKDu2fXvXRtpWnzxqlxbLIAQRvJPI6HrQBbtrZY4I0QqEAwMc1KpfOFIOOCSKpvp0UbBLa5uoCwyRDJwPwINRNYX6xgRau+QSSZbZGz+WKCTSBcKASM98DFQT3It4975Ceuar7NVVQEurSXPrblc/k1cb4n8QyRalDYXwS2j6mSMllP5jINJuwI2vEeu3ljaw3NklvKpO0xvJhifbtSaBpdvZ2aSnT4IrmfMsxABOSc4zXO31xYSxxQQlJbmTaY8ncc9unSuytLC6SBQ905bIz9nUDH4nJpJ3K0NeJcRjgfQCknhiMZ3wxyegkQGoY4pVk2fbLoM3qVGP8Ax2mX0F00TrDeHkEAugyD7EVZNjjVNydaursIVjIKCJJQcFTjp2FR/btS1LVrXTTpjwQSN808mGIHcjHAqcSxQwfabho45m4aSTAJP1rW8Lq9x5l667STsQYPKg9efWpsDOitbSC1hjhhjAVBjpWJ4p/4+LTugDV0Xz91P1xWTr0HnQxygHKn0rWHxImfws44QsCNpAAY5APFXUA8sc4INPMCP1CR85B7GkCCNfvK30Ne3ujxepYRAQCKnVMjPaptLsXv5TFEB8oySewrft9Msk+RxNK46nG0VzVasYbnXSpSn8JzRiOPem/Ybm4OIYmk+grrZUihX/R7ZZCP74zWfdTalj55ltYvpjj+dcssdHodKwcmtTi9d8MSvbpPcyJCoPzAntXI/Y9c0SYy2oeSAH5Xj+ZTXQ+M/MX7JcJLIY23BWkPzMe5x6Vi6d4k1KyIUbJUPqKOb2ivYza9nKxpW3ju/WIxvAu4cZPFVJG1PXZ8skkhz0AyB/StaLxXPKMtpUBb+9xUdzq1/e/uolECnjbH1NOFO2tglPmQaLCLNrpZyuVXy8u3HJ6Zr0NHt3yE2EqcEAdDXDwaJHJoZmkDiSOVWUh8Y5Gc134bH0rmm7yZ0wVoojQqWO0fpT9ppTJhwOc/Snbsc4pFDCpxnFcP4n1ptF8TafdLptzKzK8R2DiQEcYxnkV3THoa4rx1rY0STTJVgaR1lMinPHAxis5O2oPYuXviG5g0Jr19HuZbhj+7t40bOPUnHFcTdfE/VYZGV9HEOPurIH3Cu88PeJYvEenNcCNrUxsFbLggnrxV54IWy3ytkk5yGH68Utyd1ozx4+O9Tnlu55LeS2eVFEckYI8vH16g96yL27tNT1AzvmEyndKXy+W7nsK9nv1spYHtLqLfHICCoTgj0Nc9f6TokarD/Z8ZEwONi/KuBnrUuFyZQfc82tGjhu0cPuyWVcDlfT8K6W2ujcGEpx9nm2uuepx1qTUPCdk15ZrpMTrPIQyqX4611Wn6LbeHYNRtNTEbST7ZUkjTkHGCorOcNLG1D3WczqeR5j8b8k5HpWdASbOd94A3jdz14qxqJdGcBiwb/OKpRhlspCRglwP0rGC1OmZ1+gCT+x4yCuA5J9RxUCNJNcSDqQe/en6CxGmxZxjcevSkjYrducYw5zj0rol0M4lybzDEDnL+XyDWNeb/ALImWJG7oO1bO7oOoK9RWLeMRGsaH70gwD9aYjx+iiitjlCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+o/CaKPB+iHnJsIP4z/wA81r5cr6V8Oapa23hHRlLF5V0+AlB2HlryT0xQXA2tS1CHS7Vp7iUqP4EQ8t7VyN74gu7oqk8yGNnzFHH3z0GP4jSJp2oa1eSXNzc7baQlvkGWxnopPQY710enabZaYp8i12k9WI3MfxPNI0INL0u9VkuLm5RZGTGxIgcZ65zWr5d4hBS+XA7PAD/WnCX0jal8wY/1ZH4UE2I1ivVlaUXcBLdQ8Jx+jU9jemJlWS18xlIDbWGDjr1qOW88iNmaCdgoyBFGWJ/CoodVtZYjc+bNFsHMUg24+oIzRcLHNeI/E2u+Fov9KtbW5hcY86EtlPTINcGyP4lvVYXIjyPlWTkt6nFXPGHiTUbvV5LVoSI2IAjCbt6Hoa6LwX4TuYJRf3qm2crhEIHmD3PXFYXbduhOt7Gn4O8HLpCtcXErT3TjAJGNi+gHY120cEduN2Wx0qnHpqMQTd3menE2P5UySxaCPKaxqEfoZJFcf+PCt0kiy5dSKIuM56YIzisfxRevp+hSzQzLDKMBARknPaueXxH4iOrPbJEk1tyq3RiwB74Bw1R6ips4JZm1ErNIcl3jDuxPHA70mwsM0yw1bVbeG9aHTYrdWLQs6szA+oFdvZ2TtAvnzSSyEfM2SufwFcP4Y0vxLaahcXdyizLP0V5PL/8AHecV18dx4gUALp1jgdjctn+VNCNE2IjGEluY/pcN/UmqN5aXIhJGq3SovUSBWB/EinfbfEIyf7LsZMDjF2w5/wC+aqXurauGSG40NBC5w8kd0G/QgVpH4kRN+6zLuYWAdp8NDkYKc8iq8K23lgRSA89xirEjWyCQ27GSTjMLnBHvVFW8xQcY+avcStGx499Ts/BKP9quChU7UxnOec10ly1znJXnvjFeYW09zY3AntZXjkDHIB4P1FdPF47gcpFd2V0vZpARgV5eLw8pu6PTwleMVZmtPNqEmVXKAd8hR+dc/ey20Mh82U3c2eIYiWyfdqtXfiLRJI3JZjs7EE7voK43VPGM0LMNOtEhHZ5ACR9B2rhhg3fU66mKil7pl+MrydrpLS5g8tlxJntg9AB6CuchPzA0y+vbm+unuLqZpZXPzM5602F+RXpQjyqx5VSpzO5uwsMCus8FxWs15dmZVaRYcxg9vWuMhkytaemXkljfRzIeQCvXqDxWkleIoPU6DxLKkGg20BjJFxcIMpkbSTntXWAMBg4/CvPNfS5i1fTJRMuZGQC3fDDgjkV6GsjFeVIOe4rzU7tnpLYEcEkDPHtT+TzikMo7g01nycAGmMf1rjfiLFav4fk3orXKYMTkcpzyRXWuX2/KFD56vXOeJfDc+uWbIL5177MAoT/MVlUu46A1dHi2mWcNzdolzqTWkYIIcRl+foD+te06Xpc1jZIp1i4ulOGD7FGR7cV4/badrMeqSwafZzNc27lGMa5CsPc8V7ZpUNy2kWY1IYvRGvmANkb6mne2plTTW5VW4hgJle5eR3OCpcZ46EjHFUbpba6kacS7j/zzJ2huOM4rauLeBGluPLhBYASNIhOcVy+qh8lG8grjIMabMD3/AMK0uatXKlzK2j6ja3XlkoCvMTb1LZ5PPIFd3quk2mt28bzlwQBh4nKmuBntY72BQiITGuQvrj6V13gnVl1jw3G64yhMbD0K8Ukr7groxL7wNaplorq5wTzl85rmNW0waUAhleQNz8/tXrMi5GP6VwfjqJEjth1LE8VnKKWxom3uRaI8a6fa/wARLnAH0qOEZ1CUcgB2qpoEoFpD5bfcdlx+FTRu5nI3YLyNUMpFj7UGaSIN84OAPWqEyI08RbIKtyPU1JGTBK8rICd5qGbMt1E65ATOfxqkDP/Z", "path": "030049.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030050
Women Tops & Tunics
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", "path": "030050.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030051
Women Tops & Tunics
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", "path": "030051.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030052
Women Tops & Tunics
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"path": "030052.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030053
Women Tops & Tunics
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", "path": "030053.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030054
Women Tops & Tunics
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"path": "030054.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030055
Women Tops & Tunics
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"path": "030055.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030056
Women Tops & Tunics
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", "path": "030056.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030057
Women Tops & Tunics
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", "path": "030057.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030058
Women Tops & Tunics
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"path": "030058.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030059
Women Tops & Tunics
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", "path": "030059.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030060
Women Tops & Tunics
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ZUP6kVrCH7lyIrVP3iifQPgCbfp0sH/PJ8Y9iB/8AXrtK868FSG01uS3bhZ4gR/vL1r0WuvDu9NHnVlabCiiitzIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBKzr03lwxgtCIh/HO3OP90etaNcX8RvE83hbQPOtcLcTvsRiM7eOSPeplohxV3ZFDxR4g0zwXYPbWqCfUJRufccs3ux9K8M1DU7rUrye8uHDySnLyHhVHoKrarql5dStPfu7SOdxV2+ZvdqrTw6jd6PNfmErYwMEJAwu49B7muZ3kzujFQXmQwXMT6taE8p5yhQe4zya9e0HVLbUIi1vIGQHggED36+9eH2xaKcXTjlCCo+lehWXiKz1C7to9HieLyIS9xvGN7k9APQVFaneGhpQqNT9T1EwJPCUbkH1rltS0iGzDedZxvCx++ijj6ir2la5HOBG7bXHVSa3GmtpI/mxk1xxvE9KE3F3OBk0+3jX7TaXW3j/Vg8GrWh6sWiuLba/wAhyMitHUdLsJpC2zaT1KHbVT/RtMtmEfUjqTk1UpJqxrOakrGfrupmGBxuxxzXnDXn2e5GoThyN/yrj71aXirVh5ZjVsySHGBWDqtxl4rTLlYm3YbtkDj/AB+tddGlpqeRia+tkN1C9n1W5e5mJwxJVeyim20e4DuOtPijDBADxnn8qs2kIRtpHaujZWRyat3ZehgjurHyWxvj+77g113wks0vtW1bRpgDFe2DoQf7wIIP4VxNvN5M3PVTz7g13/wzdbPx7Yy5wk5ePPb5lPH51ltKxu9YaHsnw5aT/hCbKCY5lty8LZ7FWIrrK5/w1F9lfVLbGAt67qPZsH+tdBXRHY4p/ExaKKKokKKKKACiiigAooooAKKKKACiiigAooooArXlytpayTN0VScZ6n0ryXW0ka+kuJSrXUp3SzEZxkcKo9BwPzzXda/fJJMIScxRHJA/jbsPp/8AXrjZrV9QnaSViI85Zh1I74+vSvOxdW/uo7sNC3vM5a9/0uWGzLHycMMZ6kKcdOOuK7zQNOWx0qBFyPkBI965ea1H2WXUNqrH54hix228n8Og/E10nhvWI9W0iCZflYjDKexrhgu56XNpoaN7YwX1u0M6Kyn1HSuWvtDeyRzHNIn9xxyv0PpXZAEjioZCR97pWy01Lp1pQ0Wx5rcXk1nOvnOfMBGJVPB+tdjpN8t3brKvU/eHoapazotjehl8lVY914/Sk0LTk0q1aPzWb5sgHsPSplI1rVYVUraNG9cT+XHya4zxFq6xQPz2rX1W+2jaDXmniG9a5naIE7BxnsT70lqYI4jWZjd3UkjcDPGfSum+GkvkeIlgJws0H54Jx+tcdf8A/HxKpk3sD8zDpXVaGf7P1LSL4fLx5Z/Pr+tejJctPlOCXvTbPc9LuEh1y0fPWTAP14I/PNelr0FeIteAzB1OMneo9PUfga9X8O6umr6YkmR5qALIPf1qcJPeLMMTDaRs0UUV2nIFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAg6V4z8YNRa713TNLsx59xEpcRrzskYjaT+A/WvZjXlugQpa+NdQOqxBrmS8lbzJB/CRhOvYD/0Ks6m1jSlo79jzm18BPf+KNOtr+7+W6jMs0jHGXBG5B7jIrd+J93pyWtn4a0eNFtLP95MsXTf0AJ9f8a6X4pLZafp1ubcMmoy3Hm2ojIXYR1b6YGPxrjbbw3Lf+EJdeuQ/kqQxDHLyvn5ifQDpWLuvdR0Jp2kzy6+YPcGNcYBxhfbitzwRGIteZD/AMtIyMfTFYsEBkka4bhE5+tbfg3dJ4lEg6JGc/jSn8DRdNfvEzttT0tgVmiyrA9RVQ6vqFiu1181R3712cUST2xVhzVS60JZI8qK4Yy7npdTibrxZIVP7pga5++8QXUwbaCMjqTXU6h4dPmkYArGu9D8mJjt7VtFxMqnO0croq/bNYe5umDLFyd/TPar/jJIlvYXQgkhgzbwxPccj6mofD8lnZa3LBqchitpeS+M4wazNXnt3vPKtMfZ48hMV2rc8uT0J7OVfKUnp0P1qxvG7IPK81jwybBt7GpRM6NwabBGjLIARLjkcMPUVv8AhjWjp+oQShhuhdXVj0ODwa5UyiVRuOPeprNZYpVbCsmecnqKzmro1pysz6y8N67aanM8qsqSXKq4UnhiBgkevb8q6mvlPSNbv9HO6zl8yDIbyZDxn1B7GvaPAvxCXXpl0+6TZPtypJ5P+NVTqX0ZnWote8j0Wik7UtbnMFFFFABRRRQAUUUUAFFFFABRRRQAVQ1XUU06zeVuW6Io6k1erhfG9+YbmCFM+Z97A5PbGB9c1nVnyRuXTjzSsUNSnCBmkJMp5cA5wT2Hv2qlqk62tg1qrhXK7C452nGWI+gzTr6yl0jSRqGqXKW7ycRw/efn/PJritf1S6i0xEhZhPMSrSHkgZ5IPrwOa8ySd/e6noQs9ImnNM0mkwxBdm1/MKZzjLYA/BcCn+CH2pPY5w6ASr9Dwf5D86hsbfb4ThlY5eRE75OCuf55/Kq/h2cw+LIeyupjP+frXMm1Jo7Yq8Tv/tk1sA0iEr/eXmkk1CKZflYE1oiNWXBAxWFq2lIAXh/dtjqK1u0iCrc3OHyCKhE+MktXN3dzeQSsuQwFcvrfjS60wbEiV5DwNzcCiMXN2QSfIuZnS+J9ag02yluZXBIGFXPLHsBXk0eq3slpeXGWKFxk7cgM2ec9jgHA9vaqWp6ve6xcebdylz/Co4VfoK0LPT5n8H392GQQrdxK43AMSFc4x17k/gfSvSpUFTjrqzzauIlOXu6JGNAxMuW53Hmu7WIvo1u69Y5QDj0I/wARWH4P8PPrusRw4/dIDLM391FBJ/liuqtIjKZ4Ik4kG9Ux1AOQR+Q/Os8TLVWNsNHTU6W1drrT0lUncCAfY/4Guv8ABGoXFpqwjZWCk7JV/r+Ga5Tw3hlIBJBXDgenr+FeieE9JeXW5r2SMbI0ChwMByRjp9P6Vz0E3NWHiGlFo9AHSigUV6p5oUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACVmapollqgBuIR5i/dkA+YfjWpSUmk9GNNrVHmWtaIt18UPD8V9J5lqlpIYlYcOy84/kfwpvi2+ttB+HepI0YIubmRYl7As3/ANY103jW3MdlZ6vFxPp1ysm4D+Bvkcfk2fwrivjTAF8L6bbQqzQxTqZQoyQCCAT9TWUla5tF8zR4W1yiW8gxxXYeBNHlhha9mUq05GwHrtFTeHPAsd5HaXl+kqFQS8DgYJzwfyxxXdx2iKSUXCINq1x1aqtyxPRo0nfnkWbZArBT/EOKttG6rg9KjaPZbRSY5WtALlVPXIrmSN2zDntGlbJUYrL1HTlMDDHJrrZoSV6VlXCRhTvYClsyk7nhniXSngvvM2HYa594yBuAB7V7bq+k2+oRlVUs3bArzDXdIk0q/e3kUrldwHtXfRq3VjhxFC3vI54A4xipFUHGc1ct1RpAkoxno3pV1tO2sCAW55AGc1u5HKoGdBbuwAjTJz1JrTgsbq3USSIuD0Y1Yl07yhHJDJsDHo/r6VbeOQ2+12AYdAR1rOUuhrGNtRFuZGi2+UCo6krnH4Vc0bVrrQdYt723Ubo23bR91h3/AErLjlls3BZAUPUZ4/CrNvKLm32j74bCj/P41LStdFptuzPqjQtSm1XTILySDylkQMATyc1q1z/g7z08NWEU8WzZAgU7s5GK6CuqOqOCatJi0UUVRIUUUUAFFFFABRRRQAUUUUAIa8pu9WtpfF1zf3JDGIA26N0JzhTjvwM/iK9Nv5hbWE8xONkbH9K8JcNc6w0s5Aii2hgO4AAwP5fnXLiZ2sdFCN7mlq0U2sSm7u5i27+Jjnj0Udh9K4zxXdxrBAkbHy9jsWHoDit7xLrbW1hvJVZZBhVH8I9AO5rinL6tb2kQBO2d4z367WH9a4oxbfNI746aI7bwBprv4WNxPvIkkJUE5wo7D8z+dPsLfb4jUKeUYdPXHP610+nIlhpNvYR4AiiOcevU1j6PDv1uWU/3yfwrGT5pNm9PRM7xSRECetZuoTnyyPar/m7Yxn0rHvZWlO1RxVN6CW5zN1GCzMw61454szPqpVAcKCa9t1OMRwse+K8l1G2DatIzLndHIo+pUitMNLlqXJrx56bRzNrZ7Y555PuxLnnuc4H6kVu/2fcR/Dk3GxhFc6kPnzxuRCMdf9s/lUNzZyyWf2e3QtJPOiqB1PXj8yK9D8eeGR4e+HOj6aJCXgnDSnszsp3n8+B7Cu91dvU4PZ2fKYHh2J9I8K3Em9Ymv0Ma/wB+RRngei88+tamnWMs2qNFHkT20AIwf4lA/wADWFYxO90ksz/uo4UWPdyFGcYA+ma3fDd00niZmZ8LLISzEYyOSRXDVfM7nXTVkdToNg8k80tshKsVZFH+0OB+f8q9R8Kv/wAStTjGScj0OcVyPw/EAuJ4ZxtljKyRZ6EFufyP867TQWjkt52jICi5kAx6bq6MNBXUkcmJk3ddjcoooruOMKKKKACiiigAooooAKKKKACiiigAooooAKKKKAEpjusal3YKoGSScAU+vIfjbql3bw6bp8MzxwTh3lCnG/GAAfbmtsNQdeqqadribsdfqnxL8L6WzRvqInkXqtupf9Rx+tY8fxo8NMzCSK+jA6ExA5/I14DnHYn8KbjJzgivpFkdBKzbbI5mexa/8ZbS8sJ7Ox0mSRZVKF53AGD7CorTU9Y1fTlnv2V0nw4iXhQB0+teSivZ9GMbeHbEKMYhUfpXj5/hKWEoQVJbvU7sBaVRt9CMS3RXasOF9jUkbzjAaIhR2rQiCqBUwZT6V8iloezzeRV85njCbDitC2lCrHnsMVDtXNBBPGeKWqE7Mmml8w7RxVN7NGbLCpVGDnNMkJJ4NNO+rJtbYT7PCi8CvJPH7JL4hAUfdhwT+Jr1YhjxuOK8o8U2sjeOGhkBEcgTafUVtSfvEVYvlscWYwTz15Bq+ty0YgJYgkYOKju4vJupkA+45B/Cqtw5YR+gNde9jgelzV2ho5VOeMOhP1q3cb7uNE3AHruP0rOiugsyqxGCm0/lW4ZbaHSY5cbnYhQD7Um9ilqmUIGWSB4JcFl5VqLKNkvYvIAMmRgHvk1VDjcxTJ/DpVa7nmiIaNiq5Bz61rSourPlRDnyxufXnhuJYfD9jEpzsiAPse4rXrl/A88d14Q0y6hk3LLApbnuOorpgwYcGt+Xl0ZxvcdRRRQIKKKKACiiigAooppIAyTQAtIetZOo+ItJ0uEyXd/CgHYOCT9AOa87174tsd8OjW+0dBNN1/Bf8apRb2OvD4DEYh+5HTu9juvFV7DbaekckgXexJXuQFJ/mBXimraiunWjyy5L8s4z1Pp+v6mtHRry51CO71G/meeQtgtIc8AZx9Oa5TxTFJPcRwEn5gGk/wA+uTXnYjWrynZLC/Vm4N3aMK7ubvU7kzzsWduEXGAo9AOwH+etT6JdSadctJjzIzIshQ+2QMfgasx2p8ia5OASNqj0BP8A9Y1FbxjczY46V1UKUakXzbHdl2EVW85npthqUV+HnhkBBi27SeV6cEVc0WL/AEvd+deVktDL5kTsjn+JTg8Vt6P4r1KwkJZlnX0kHP51zzy6S+BnTUwE07Qdz1uU7UxVAgFzxXIn4gyOPnsFz7Sf/WrNvPGmozqVhWOBT3UZP5mslgarexmsBWb2/E6PXZESNmkdVAHc1565trnUUjI6tw3p/wDrplzcTXLmSeV5HP8AExyaqkBMt0I6etdlLAxhrJ3Z0rAKMXzu50ngLTVuPENojqrPbs0shP8ADtxwPqcc+gb8en+KgW60hLct8/2hWAz22sePyrzbUmeDUJ2hZ4ZGYSoUOCPXBH51SuTd3C4muZpWTDKZZC/TPr7EflXNJK9+x89Z8xvXUJi8OwyKp3eaA2Dg8f8A66h0COW4tDcW+ftCfOR/s96uXt2lx4YDxYL7j5g9CVwT9cgU3wRL5erpGPlbYpUE8H5QCP0rma93U6E9dB+peJJYZvLscrN91pDzj2FV7PW9YtbhbiLUbiObqWVyM/h0xTvFOnR6d4hm8rmOXEijH3Qeo/MGs9AW4r2cNTgoJxW57mEw9Nwvbc96+H3jYeJLZrW8KrfwjJxwJF/vAevrXc9+lfLejanc6Jqlvf2rbZYm3Y9R3B9jX0noerQa3pMF/bn5JVzj0PcfnVTjY8DNsB9XnzwXuv8ABmnRRRUHkBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADWYKCSQAOSTXz/8WvE1jrmtW1rYuJUslZXmXkMxIyB64xXrfxAW5bwLqy2u/wA3yf4Ou3I3fpmvlwQ/N/rH+ma9zJcOpVHV7EyfQm7UDgVGEI6Mfxp65HBI/Cvqk3fUzFr1nw1OJPDln6qu2vJjXofgu4MmkmPOdjV81xRTcsKpLozvy5r2tjrA59acGaol7VICK/Prnu2JVkOafuqNcDvTyB1prUlgWI6GmliTSuMCqzS4oegJX2JiwFc34o0X+1bYTwfLdw8ofX2rYMpJpjSE0KTTuU43PFprdmvXWfckxY7lfuabLpUkJG9CYm53DnFdt43s7JI4pxgXTHgDuPU1zqswtPNilYr0YZ4/KvUjCp7NVGtHseZUUVNxRlXekTW6JccMh/iB7U9n/wBBXc/A4UDqaV7t1BhY5jfPToDRDfwfZhC6L5gyGY015mUttBbJcRyySE45xx6Vny3a3KGALt44NXZRtgm8s/IU7dqy/IyoZDtYcg16WBw7qJzi9UYVpctonv3wJ1ozaPeaJM+XtXEsXP8AA3X9f5164Y1J3Yw3qOtfL/ws1xdL8cadKWCLcsbWYdB83Q/nivqMdKnEpqd7WuYC0UUViAUUUUAFFFFAFe5uYbO2e4mYJFGpZmPQAV4h4v8AHt7rkz29m729ipwApw0nu3+FdZ8WNaktdPt9KhbabklpCP7o7fif5V4/mtacerPqcky+Dh7eort7f5iEndkk5NMHLHNObpn0qPo5961PomrHV+H8vpNwg6ebz7ZFZPiOMtqkiE8gn+YH8lq94YuSpu7cn76B1+oP/wBemazFu1OWQ5wzZz7EV4+Ki1WbPmcwi1WlfqUb5Fh0tQByxT/0E5/UmsuMEKAOtbOqoX0dX7q4H55rHjOUB9q78J/DR6WWW9lZAV+U5ojXatPPNJ0FdJ6VtbhzSfjS1G7YBoBuwjuFOAMn0FXNP0yS4Iupx+7BxGg/iNO0DR5dTmdyjeUn32wefauimb7JyiqJFG1PRPcD1rlr1uX3VuePj8Zyx5I7/kctrMfl3SgMPNTk+x//AFU6C3WdEdDh/wCEY6eo/X8j7VHfROXMjZJY5yTyaLEyB1KclWBxnrXDJXR4CbRdbSZ5IZJLOMuhH72IfeU9+O9RW1m1lF9uO5fs5y2ByBnr+f8AOpt1wLgFS6EHqOCR2+vpXV6bBALfZeuAkqkO0jcYx3zXO1eR0Q2OO17U4NWuraeJixCEPkYwc1Sjboan1LTTpl+4jkWa1J/dyKcqw+vrUAGCcV7dKKhBKOx9JhYKEFYkxXr3wf1YPZ3ulSN80TCWMH0PB/X+deQV0vgTVf7J8XWczNtjlbyZPo3H88Vc1dEZlQ9vhpRW+6+R9G0UgOQKWuc+ECiiigAooooAKKKKACiiigAooooAKKKKAGFQwIIyCMEGvlzx7BZ6b421S0sFAhSXIReikgEj8ya+pa+SvFTzR+MtYSaBxMLuTcT/ALxx+mK9jJZNVnrbQmRliU55jYVIrBjwCPqMVFvcn7mPrUijHXrX1UW77kD66TwdqaWWpNDK22OYYBPY1zdHQ5BwazxmGjiqEqUtmXTqOnJSXQ9qDcZpPMxXlUPiLVoE2JePtH97mnHxNq563bfkK+KlwpiL+7JWPWWZw6o9T+0c1JFchjjNeSnxDqpGPtj/AKU0a9qgOReyg/WhcKYn+dfiN5lS/lZ7FeyeXEreorInvIYxmWZEH+02K80m1/VrhNkt/My+m6qDyPIcu7MfUnNdNPhNt3qT+5GX9p2XuxPRrnxXpdqCPNMzDtGM/rWFe+OJpMraWyR+jOcmuUpMV6+H4dwdHVrmfmc1TH1Z9bE17e3GoT+bcyF26fQVSa4ktW4J8pj83samqORQ6kHoa7sVgqdWh7K2nTyOWM2pcwiRCW5XbyrDPX8azZo8mRhxg8Vo2OIvMTPKdP6U77Ez2pkXoDhq+Bq03RqSpy6HoJ88U0ZlvO8Sgg5A4NSrHGz7lJ2HtnoamurHy7K545Ubsj61BpMscreXIPmYYOP512ZfUdOfN06mNbsyWItaXkc8J2tGwcEdiK+wPD+qR63oFjqURBW4hVzjsccj8818jzW7RSlG6rxn1r3X4I60LnQrrSJHzJaSeYg/2G/wOfzr2c0oJ0lVj0/U5k+h6vRRRXglBRRRQAUUUUAeGfFS687xcYs8QwquPc5P9a4aum+IT7/HGo89GUf+OiuZHSumOyP0HAR5cNTXkgPSoj1BqY1Ew60zqkWbG6+yXkUw6KfmHqO9dXeWfnLI4OflVgR3H+cVxQre0/xNcWqQw3ESzQRrs44bHpnvXJiqDqWlHc8vMMJKtadNaodrMCw+HZyWwxKhR6nINcvay5Xafyrc8RahBqUlutrvWKMElXGPmP8An9axEh2vuHFXhqbhDUMDRnSjd9SzQaQdKWuk9MSlgt3u7mOCMZZyB/8AXpCK2PDG3+213Y/1b4z/ALtRN8sWzGvNxpykuh3Gi2UNtpUsaNtijHKrxu/xJrmPFV0ujpEoRJLibnbnhR/h2rpNEulvtDM8Z2HzWBUnncOP8DXB+KmkuPEMm8fKiAL9K8+lDnnaR83h6Eq1dqfzMiIzXd0s1zISScYHAUewrQFm9tK6kcrn/gQqqPkII/hORXSXZBVJgNwjJilA7r/Cf6VWKjy2sb5jh40pR5VoQ2CtcGPKqVJ7nnr/APWql4pu2a/FrEz+TAvIBwGauj02xPmfumBVhwT/AJ965LUpFl1C6cAY3lR9Bx/Ss8FTvNyZWAp8879ilaXLPavGeV3crnvTuOCpyKgsABa7vViamxhsjv1r00e3Tu4JseKerFXDKcEHINMFKKZqfS/hjUxrHhyyvc5aSMb/APeHB/UVsZFeY/CDVPN0670t2+aJ/NQf7Ldf1H616diudqzsfAY2h7GvKHn+A6iiipOUKKKKACiiigAooooAKKKKACiiigBK8S+NmhQW93Y61CgWS4JhnI6MQMqT74z+Ve21578Y7X7R4HM2Mm3uEf6Zyv8AWuzL6jhiYPzE9j57o6Gikzk8V9xexkJ5vzbQKkFQKv74/SrApU23uMXFGKM0A1sIMUYNLmigBMGgCjNGaAEooopAIaaacaa1QwKzfJNv7MpU1r6c6vaPGT1DD/CsS9bbCSDirNlP5QYg9RjFfEZ5SUa3Mup3YWWljXEazWpDAYdcNxXLSWjQvuiyrxtW/Hdy2xaORcgHke3qKh1KELcrMh+SZc/j3rPKeWU3Tn1HibNcyKck5nZHBZWIwwPrXWfDrXpPDvjOzneQfZrhvs8+f7rHr+Bwa5ExnIPvU67uNudwPGK+m+rJ0nTexxXPsoUtY3hW+fU/C+m3chzJJbpv/wB4DB/UVs18g1Z2NAooopAFB6UUHoaAPnLxw+/xnqh/6akfkBWAK2fFzbvFuqH/AKeH/nWMK6lsj9GwqtQgvJfkLTG606mv0PtQbMZinCkNKtBKBhTaeelNoAUUUUUwCpbO4Npew3Az+7cE47jv+maipDSaurEyipRaZ18tzJo/g8i3kHmNqbBWHRlAz/h+dc/rd/HqmoLcQxmMCMKwJ6nv/OmTag82k21gUAWCV5NwP3twA5+mKpVnCmk7vc5aGGUG5S3uxT93Fb8chVoHYZjngUP79v5isAiui0GZL6AWTBfOhyY8/wASk5I/CssVG8L9jnzOm5U1JdDasYzbWzB3/dbSUkPT1/z/APqrzwZ+c7jzzXU+Lbq5s7KGzj2pHOSXA7gdv1rlE3BeRwB61GEhaN+5nl0OWLk+o60G21QfX+dPzTLU5t/oSP1pw612Hpx+FDx0paB0opmh1nw91T+yvF1qWbEVxmF/x6frivoMHNfKsUrQyJJGdrowZT6EV9J+GdXTW9As75SMyINw9GHBH51hUWtz5jP6FpRrL0f6GzRRRWZ86FFFFABRRRQAUUUUAFFFFABRRRQAlcl8S4vN+H2rjGdsat+TA11tc/44TzPBGtL/ANOj/wAq0oPlqxfmgZ8rk8AUpwikntSKO9DgMOfujrX32trmRHb53OzdTVmoFBB3nv0FSg0UtFYB3elpuaM1tcQtFJmkpXAWlptFFwHUmabmkLUnIBxNMY0haonfArGc7IZUv2/d7fWujs9GdrXSDtO+8zjjouQoP51ytwWlcADPpX1doXgbTYNM0lrqPzZ7axjhwegIwxP1zXyGcP2k0dFGag7s4Lxj8M7qbwla6hpkGzU7NMXEIOfOQdx7/wBK8nS6MuktDIhWeF+h9OlfYw44rz34h+CrG/0WfULGwiS+hPmOYkAaVf4s46nvXHSqxpWlbVbDUnJ2fU8AsbGa+lWOGNmY+g6V1Nv4YSzCyTtvkH8I6CtfQzDDCEiRVHsK0Lxd0ZNZY3PMRWXJH3Ynp0MDCGstTs/hhqYl0y501j81u+9B/st/9f8AnXf+teF+E9V/sfxVbSs2IpT5Un0Pf88V7mDnFYYeXNE4cXT5Kj8x1FFFbnMFIehpaQ9DQB80+KG3eJ9Tb1upP/QjWSK0/EJ3eIdRPrcyf+hGsyupbH6PRVqUV5IKD0paSmbEY6ClFBHFApEDiOKbTjSUDYUUUuKBCUUppKYCUUtFABT7W5ksryK5h4kjORmo6Q80mrqzFKKkrM2/EWtW2uWtmRCY7iNj5inpz3B9KwiMKe1OqOZtsTGpjBRVkYwpRpQtHYZZnMDf75px6gVHYn/Rm/3jUp++KY4fAiQUUUCqNRTXp3wk17yrqfRpn+WUebDn+8PvD8ufwrzGremX82lapbX0B/eQSBx7+o/Kpkro5cdh1XoSg+v5n1JRVTTr6LUtPt7uA5jmjDqfqKt1zHwLTTsxaKKKBBRRRQAUUUUAFFFFABRRRQAlc/43bb4I1kj/AJ9H/lXQZrM1+1jvfD+oW8wJjkt3DYP+yacJKM1J9A3PkwUbcjmu3tPA8N1GGF06k/7INLceAvIUn7aWA/2cV9N/rFgbbv7jb6jVvscfaWUuo3cFpAAZZnWNMnAyTgVb17w9qXhnUfsWpwhJCu5WU5Vx6g11XhTQ0i8X6WmN2LhSfwOf6V6X8WdFg1PwTc3RUfaLHE0T45Azhh9CP5VzUc9daurRtHbzIrUHS0e587bqXdVcOc4IqQNX0UalznJM0ZpBS1omAZooooAQ00040hqWBGwqCQcGrBFQyDiuaotAQ7RbP7b4h061Az51zGn5sBX2aoCqFHQDFfKXw2s/tnxF0aPGQs3mH/gIJ/pX1eK+WzLSokaIWmkbhgjIPWnUV54zxHxVojeG/EjCBcWlzmWL0Hqv4H+YpmfMg5616b4x0Qa3oboq/wCkQfvIT3yOo/EV5VZSl/lbg+leXiqfLK6PcwdX2lOz3RlXsZSYEcGvcPCWrDWPDtrcFsyqvlyf7w4/+vXjGpJiTiux+GGomHULjT3b5Jl3oP8AaHX9P5VeFnaVu5njqfNDm7HqlFFFeieOFIfun6UtIfun6UAfMmv/APIf1D/r5k/9CNZwrS8Qf8h/UR/09Sf+hGs2ulbH6RS/hx9EKaSloqjUYetIOtKxw6+/FKMUieovekxS0UAxp606kpaAGminYpCKBCUUUUwCkpaKAEqC5/1RqeoZuUIpMifwsh08/u5B/tZ/SrB4cVWsPvzL9D/OrL+tJbGdL+Gh9AHNCnOKceKZshAeaKO1FMZ7Z8JdU+1eHJbF2y9rKQoP91uR+ua9Drw34TXjw+KpLYZMdxCcj3XkH+de5Z5rnmrM+HzaiqeKlbrqLRRRUHmhRRRQAUUUUAFFFFABRRRQAdqztacRaJfOeggf+RrRNYXiyTyfDN6e7IF/MgVM3aLZVNXmkefaUoEQp+pHER+lFl+7hX3FQalJmM4rwlufRJalfwXF5/jazI6R73P/AHyf8a9G8eY/4QXWs9DasK4j4bweZ4nuJiOI4G59yQP8a6b4p3n2PwBqHOGmKRD8WH9M17uXRvKC80eNjXeqfNO2nBKOacDX6Ioo88AuKXGKXNBNaJJCEpKWkpAFNp1IaljGGoXFTNUbd6wmrgjvfgta+d8QFlIz5FtI/wCJwP619I14F8CI93ijU5MfdtAM/Vh/hXv1fI5i74hmi2CiiiuEYxiApJ6d68UeON9VvZoRiJ53KfTJr0nxlq39maK8aNie4PlpzyB3P5V5zCoWHjPSvPxs9onqZfBq8zM1AAsc9qk8K3TQ+KtNER+YzhTj0PB/SodRfGa2Phjozah4hk1ORf3FmCFPYueB+QzWOHjeSOrFTUYO57OKWjFFeseCFIehpaD0NAHzN4hUp4i1RT1F1J/6Eay63/GUXk+MNUTH/LYt+fP9awD1rpWx+jUHzUIvyQUtJRVGxFOcJu9CDUg5pkwyhHbFNgfdCvc9DSIvaViaikpaCmJjtRijNJmgBaM0lFABRSZopiFopKWgBKhm5U+1SnpUJOQRSZE9rENkP3zn2q2RVK3bZc4J68VfYqoySB9aSIo25BqU44UZJwKReG46GobqQH92Mkn0pmjfLG4ruDOo7AE0vnIR1PJwOKRYejOcnHSnNEhx8owPQUE+9ueg/CGMyeK5pFXcqWzZb0JIx/Wvcugryf4LyWq2mpwLEq3AkVy/dlxwPwOfzr1bPINYTfvHxebzcsU7rayH0UUVB5oUUUUAFFFFABRRRQAUUUUAJXJeObgfYrayB+aaXcR/sr/9ciutJ4rzXVbw6lrlxODmKM+VH9B1P51zYqfLTfmdOEhzVE+xRC7QFFVdQQiE1oIv70VX1Qr5RHtXko9y5rfDG3w2pXPqUQfqax/jhqDLYabpig7ZXaZz2O0YA/U11Xw6iEegzyn/AJaXDH8gBU3ivwzaeLtNe3n/AHcicwSgcof8K+jy2pClUhOeyPBxWtWR8yYK0orV1/QNR8Nag1nqMJX+5KvKOPUGsrI7Gvvac4TipQd0zjFopM0ZrS4haSjNFAwpppTTSaiTAaajkbANPNQyc8Vz1JaAeu/AGPOo63J6RRL+Zb/Cvda+ePg7Pfabf314gP2KTZC4x9988Y+n9a+hIn3xq2MZGa+Pxz/fyRqlpcfSFgoJJAA60tcp401j7HYiwgbFxcjBx/Cnc/j0rjnJRjdl04OclFHI69qJ1vXpJkObeHMcP07n8TVC6kEMJ9cVKka28ALcVz2rX+9iAeK8acnUlc9+nFU48q6FaYzaheR2lsheaZgiqO5Ne6+GdDi8P6JBZJguBulYfxOeprjfhr4WMMf9u3qfvZBi3Vv4V/vfjXpIGK9LD0uRXZ5OLr+0lyrZDqKKK6TjCiiigDwP4lWzW/ja6cjAmRJB78Y/pXHHrXq/xg00BbDUlXoTC5/Uf1ryg10Qeh99llVVcLB9lb7tAopM8UxpVRCxPAqjtbSHtyDWfbyGK5eE9CciriyiQcKwHqaq3ShT5wI3KPzpMxqvaS6FwNTs8VXt5RKuRU9M0jK6ugooopjCiiigBKKM0UAFGaKKAA1WfINWKY6bhSZE1dGfKSkgYdQciuu/4RLUrzwta67YxG5hkDebEi5eMgkdO44rlZo+xr374OyeZ4DjQ/8ALOeRf1z/AFrOTcdjxsdiamFhzw7nhghmUlXDQ/7JGD+tOjt1RtxJLepr2b4raAtxpkerQRgS25xLgdUPf8D/ADrx4VUXdXO7AYmGKoqaWonek4qaG3luZBHDE0jnoFGTXU6Z4CvrtRJeyC1Q/wAONz/l2qZ1YU17zOiriKdL4mUPBettoPiW1uCxWB28uYZ4KnjP4da+jI2DqGXoec14zN4J023tmVRLI+Pvs3P6V6h4auUn0C0KMzGOMRPuOSGXg5rmWIhVlaJ8pnE6dWUakFrsbVFFFWeMFFFFABRRRQAUUUUAFB6UUHpQBleIL3+ztEurhThwm1P948D+dcDZR7LUHua6Dx1c/JZWYP8ArJDIw9l//XWRGNsKivLxk7z5ex6uDhy0+buRlMNurL1Zv3ZIrSmfaKZpVj/a2rRRspMER3ynHHsPxrmiuaSSOty5IuT2Oo8HWs9p4ct4JgVLlpMHrycit1U2cUBeRjjHTFTD5xyOa9mKsrHhTlzScu5m6zoen69YNZ6jbrLGw4J6qfUHsa8T8V/CjU9GL3Wlhr2zHO0D94g9x3r37nbjt70i5ky38PQA13YXHVcM/denYzcbnyA6MjlXUqwOCCMEUV9Oa34D0DX3Ml3Yqsx/5axfI34461xl/wDBOybL2WqTRD+7Kgb+WK+go51QmvfumQ4tHixor02f4MampxBqdpIP9pWWqx+DXiHPyz2Tf8DI/pXWsywz2mhWZ50eaaa9Lh+C+vM4E93ZxD1DFv6Vt2HwVtIpFbUdUkmHdIU25/E5rOpmeGiviuFmeMIjyOERGZicAAZJrt/D3ws1bVws9/mxtjz84+dh9O3417RpXhHQ9BUNZ6fEj9A7Dc5/E81qtCWGZOF7IP614+Jzdy0pK3my1Ducrp2hWejWlpYWiEQxPuJPVm9TXeW4xboPaub1BTsVkGNpyMV0kDqbZGB+XaDmvE5nKTlLc0exFfXkNhZyXUxxHGuT7+1eXSzy6nfzahc9XOVH90dhWv4l1V9Yu/s0B/0SBuSD99v8K5vULoW9uVBrz8TW53yRPUwdDkXO92U9X1AKCqngU/wV4Xk8S6r9puVP9n27Zc/89G/u/wCNZulaVd+J9ZWyt8hfvSydkX1r3TSdLtdH02GxtE2RRDA9Se5PuavDUb6sWLxHKuSO5dRFjQIqhVUYAHYU+iiu88oKKKKACiiigDC8V6IviDw9cWGQJCN0THs45FfOl9aT6fdy2tzEyTxHDIRyK+psjpXn3xR0O1n0CTVFhUXUDLmQDBKk4wfXrWkJWdj28nx7oz9jLaT+5niDFyMBR+NRtEzkFmxg5wBVgimtWx9dKN9ytJG3lkK7DjH4VSeNzDKxY4TGB9TWmRmmQ2/nW+qqOTHAsgH0dQf/AEKpkceJVlcq6eTvI7YrQ71R09CAzH6Cr1UtjfD/AMNC0UUUzYKKSloAKTFHegkAZJwKBXSCiqr39rGcGdCfRTuP5CrOnMNTvFtohIrMCVeSNlU47Zx19u/1qXJI5quNw9P4ppC00sM1Y1yzm0iWNPlkEgOHHPP+SP8AIrOFjPMA0sMyluhwT/XAqHU7I8qvn1GGlNOX4E0yZHIIPbNe0/BfzB4YvFf7guztH/ARmvGI9N4ZBPLGQR97nH4V7P8ACq/0y00t9HF6r6kzmZomXbkYHK+o/X2qZSutTz8XmlLFYdxtaV0ehXtrFe2ktrMoaKVCjKe4NeExeBblvEl3p00hht7d/wDWY5dT02/h37V7/Wbq9j9rtdyD99H8y+/qKylKSi+Xc4sFjamG5oxekjlNM0Sw0e2EdpAqHHLnlm+pqdvvVIkm5BTXHzV5Em29TuT5nd7kMqBlPFL4Xu/sOtS2LtiK5G5M9nH+I/lUrDK4rEvme1niu4h88Lh1/A06cuSaZNWHPBo9QoqG2nS5t4p4zlJFDKfYjNTV654oUUUUAFFFFABRRRQAUGikPSgDzfxXc/afFohBytvCq/ieT/SgnbEKzTIb7Xr676h52wfYHA/QVcnfC4NeJVlzVGz3qUOWnGJTvJcKTXS+Crcrpctyw5nkOPoOB/WuLvJTJLHAn35HCKPcnFep6ZaJZWMVqg+WNQK3wcLycjDHT5YKC6lrJA6VIMcYqPBIIpV+U816R5IMWkkMf8JPJ9ql6cAUgxnIooEG5u9I5VgFOetKGpJQTt2nFADfJR8EAKPpT1RF7nH1pu05CFugyeKGKom5jx6mgYyRhvVOwNLkKcIOfWs251iygYFn3MD0UZrPvNfLAmEbAe7HJrKdeEd2bRoTl0N9ykYLuwHqzGs6fV7SNsAvIf8AYXNc3/aBuGJlkLnPGTTzcqPauZ4q+x0RwlviNg6laSQMW3KzMOCpyBVO81SeeyFpahkj5DOepHpVAzRE5J4pst9HFCdvWs5YiTVjaGGinexm3ci2cRUYHFchdyXGoXqW0CtJLK21VXqSa0tW1EOSoOTXZ/D/AMLC0iGs3q5uJR+5Uj7inv8AU1FCm5yN69VUoXN/wl4bh8OaSsWA1zJhp5PVvT6CuioHSlr1kklZHiSbk7sKKKKYgooooAKKKKAErE8WWv2zwtqUGMloHI+oGR/Ktqo5ohNC8bdHUqfxplU58k1Lsz5ZNCxvK4SNWdz0VRkn8K7vVvhfqOlyC7GoQzWQkG9BGVfBP4/TtXW6PbWkFootreOLjkIoH51FbGKm+VK7Ps5ZtTlH92rnkZ8P6uY94064C/7S7f54pnhPTbm+8ZRacIj+/Dw3CNxiMqdx59ByPpXtN1CHjPFcMVPh/wAcabq4GITMscx9Fb5SfyJrnjjZSlZo8/FY+tKDskcfrHh6/wDDN+1newSKmcRzbTsceoNUhXrPxsk/4lWlRDBJld8fQD/GuCtNGN8ElZJowVHAYjJ/Wu+NS+hFHP1CKVWP3GJio5Joojh5EQ+jMBXXxadbWlp9nuYSz7l/eSYJILHPt0P6VjeGPCtgNOiuJCJbkkMVYcf5FVzN7BV4jSX7uH3syYZDdAm2imuMf88oyavromsvs3WkdsH/AIrmQLj8BXf2dtBFGIli2KRjHX+f+eaW40wSyeb5kjFB9zIwRnt2B/pS96+rPNrZ7ip/C7eiOQvdDhtNFjkeQyXLF0d4W+XPGCO46+9YkWkaVL5ckpmnLJnEpkI3e3H6V6LLZRWwaKdMRM7NhTnOdmP61j/ZQLWMxngZUgD1PNOKTPNrYqvUfvzb+ZkW9rp1rChht4yqYYsgwf1/Cka7lguRPuZWDbkUHPTnH9a6ZLaISbCowA3GP92sy5gW4WRxgMv3Pb0/SqirmDkUfEaN9ijmiOUDAoR2XnHP/AhUdjDcS2iNliOuRJ+lWtUilvbTyYS7KgQiJVC5AC5G4mmww7YgBbGPHUFuR9ayS1sW3oR3FpOo3BsAA/xZ+ldN4I2Xt5LprCOO7YCezuQgDxyoDjnqVILAj6+tYB4Q4DD1NWNLuZdJ1G31CEeYsEgfYOpAIyB9RkUpRY4s930m+GpabDc42uwKyJ/ccHDL+BBFXq5vwfcJdWmpSQtugbUJXiP+y21/5sa6SoNTltVtPsl55ijEMpyPZu4qmcE11d5ape2rwvxnofQ9jXJOskErQyjEiHBrgr0+V8x6GGq3XK90S4ytZl/HuRlNaaEEcmq13HujJrkaO25q+C737Ro32dj89q5j/wCA9R/PH4V0tefeE7n7F4mltmOEuo8Af7S8j9M16FXqUJc0EeRiIctRoKKKK2MQooooAKKKKAEqjq939i0i8ue8cTMPrjirx6VzHjm5MOgGAHm5lWP8Op/lUTfLFsunHmmkcTpcZjtwT1xzReXG3NWAohtwBwcVj3TNK21BlmO1QO5NeJufQLRXNvwjpP8AaV9Lqcy5itmCxg93/wDrD+deiRnFUtJ0xNI0S1sxjcBuc+rHk/rV4A4r2KVNQgkeHiKrqTch54IIpWHNMIOOaFcj5TWhgO3EUoamswNAwRTAkGO1KPvEntUYPNKXCxlqQCoc7m9TVPU2lW3JjgM3sDViM8KvoOac55AoGnZ3OGuNO1fUHKw2flAnlnOMVl654cvbVoFlvXJcbiUGAMdq9OLYwBWVr9g2o2OyIhZ0OUJ6H2rlq0Fytrc7KeLlzJS2PP4ylou0ZLdyTk097kBNztgVn3rXlozrdQ/Zip5Lj+XrWRdXnl/MxYsegPU/hXn8r2PUTTV7m5JqcajAJPvWVdau87CGEFmY4AUZJPoPWqEcN5qPzRI/lE9ccV3Hw80iCHWZJJUEkyxEqzj7pyOnpW1PDuT1MauKjBe7qL4X8AXEtwmoa0oRBgpbdWP+96fSvTwoUAAYAGABTsUtenCnGCsjyKlWVR3kFFFFWZhRRRQAUUUUAFFFFABRRRQBn6xbG70u4iUZYrlR7jmuLsXEcpX+FhkV6FXE6rafYtWbaMRyfOv49R+dcWLhtNHdgqlm4stFA6fWue13TEu7R42Xgit+BtwpLqIOnIrjtdXR3dbM8a8ca5e6rd2MV4WAsrYRFckB2BOXJ9xtq7oN9n9wNuzysnAx1OAP0P51Z8daC09s88K/vE54HUVxOi6o1rMMk79u0e3OR/OvUw1XnV3ueNiqPI7Hoctkk7xqFhcDcrGQE7SfxHHB/WpreGCwhSJZIlCdCSM//rqnZpcSW4Xytm/ktxxjOP0P860I7G0g5m2ysOWaTn9K7UupxPsStdxFRm4UkdgM5FPt7+HcMzE/55FOW3Q52iPGcgeWKMxpkAID6bAKYivc3sUgQsNvl5RiT1ORjH/fI/Os/SmR4iP4VdXGe/OTUupOI4A7IrAShQF6jgn+lJbpCkZiBZcHBP07/wAqErJjbuyZJU+2SZxkh+v/AAGoZ7qxyq7o+OvPpUSxRJcMHlZixYFewzjGPypGWMuNsSsBzzilFA2NNxbFH2uAe2DWVPOlxKGSVlnHHy9x7+o/lWr5QbjyowMZyV61VktQD/qlJBz90ZH403G4KRDDLIceZyP7wAwfxqMajaC5ERIY55ZO31p0oJHRSccnof0qFUMcYQRbV9FA4/L/AArN36lq3Q9V+G19bC1u9PjlBcSmZV9iFB/I4/Ou+r550fWX0TXLG/G8BHw+BxtPBU/UfrivoGKVZY1kRgysAwI7g1m9zWL0Jaxdc08zxfaYR++jHIH8S1tUhGRUSipKzNIycXdHDRSjAPap5VDr7U7V7I2N4WTiCYkr/snuKijfKj1ry6kHF2Z61KfOkznb6R9P1O2vEzmGQN9eelepxSLLEkiHKuAwPqDXnGuW5kt2K9etdZ4Ovftnhy3DHLwZib8On6Yrowkt4nNjY7SOgoooruOAKKKKACiiigBD0rh/Gc3n6xp9mORGrTN+PA/ka7cnivOdQl+1+I7+4zlUPlL9F4/nmubFStTt3OrBxvUv2M6+famKn8HaaNQ1/wA91zDajecjqx+7/U/hWVqdwAW56V6J4O0s6boMRkXE9x+9k/HoPyrjwtPmnfsehi6nJSt1ZsXZ5jH1pqtiluT++Qe1Iu2vTPGJMg02ReNw6ilAxQTQIZjIzSLkGlHDY9acRmmAHH04qK5P7raO/FS9jntUEp8yVVHXNIB65RS2OtKjhjnvU4AVfYCqzYPzCgB+fmJpryjB4yaFOaCCOgzQBRubRbtCs0Ubp/ddQayn8NaVExuZrWFcekYFbs1wIE3N19KoCCfUJA8+UhHRPWk4plKclomU7eyhe3kn8lY4VB8tAO3rTPDNs0GrFyuFkiOP0rau4h9lECfKHwp+lRQMkep2oUgLgoB+FKw02b1FFFaEBRRRQAUUUUAFFFFABRRRQAUUUUAJWRr1l9qsi6jMkXzL7juK16QjIIqJxUouLKjJxkpI4q2cEAZq4w3Jiq17amx1F4wP3bfMn0Pb8KsIcoDXlqPK3FnsKSklJGNqlqJI2UjIIrxbWbE6HrxZFwkhLKSOnrXvd1FvQmvN/HejG5055o0/eRfOuPatKE/Z1PIyxNP2lMm0mc31mpL4G0Dg1pJHEi7jyc9SOa4PwleSSHynlIHsa7xVhRRl/wDvo17kXdHgNWZYVxldqk+mKnXa/wB5QR796qeaoyEKkY6U9TLu4wT1xmgEM1K1hZQpbA+0qTnsNrVn6lcwwQs0aqzPJ5an3x/n8qdr4n+y7g4Hzq2d3y9wT7ferKlc6jqEEkSs8Kl1UgYXAIGef1NKK7jl5DLjy4bmLfuDPtJ9Ac4/oTVsrCpOJCuGIxupt/bF75MNnYEXA7Hk/wCNPWEFXWUKcE4yOMVcXchjG2DOJlI/3scU3BJyrA496dJZQdDHHj1K1SnsbInGSTnpGTn9KPMCeVCXGcZ6+tQsyx/6x4x/vECohpVmzj/RJpAe0jkD8iant9LiiI8u2t4f9yIE/wDfVIehG4jlQhZI2B6hSDmvUfh3rz31i2lXJBms412Pnl4+gz9OBXnn2VRgsZSfUnAP4DitHw1dTaL4ktLhFPku4hlHbaxA/Q4P4VnOOlzSEtT2uigdKKxNynqFml9ZSQtwSMqfQ9q49NySGNxh1O1gexFd3XMa/aeRdJdoPkl+V/8Ae7H/AD6VzYmF1zHVhanLLlfUzLuPzIG+lM8DXH2fU73T2OA481AfUcH+Y/KrC4eM1kROdO8TWd2OEMgR/o3B/nXJSlyzR21489No9Nooor1DyAooooAKKKQ0AVr6dbSxnuG6RoW/IV5vkwWPmMfnfLMfUmut8X3YSwitA3z3EgBH+yOT/SuK1qfyrdI16mvOxk7yUT08DC0XLuU9LtDq/iC0tSN0bPvk/wBxeT/hXsgAAAHQVw3gHTNn2nUnHLYhj+g5Y/n/ACru66MNDlh6nPjKnPUt2KNxzdgf7NMa3bqj4NOnP+mH6CpFatzlKomkjbbIPxqbzePapXRZFwRkVSdDC2DyvY0xFgsG5HWlV8j3quCRyDR5gJHQMKALMh+QgDJJpYYQhBPLk5NNjcPyetSqwJJFIBly+yI46ngVAGKxAYqSUeZIo7U/yximBSaQg5o+0utXfJTuKabZD2oAoNIruGcZxQ92/wB2JMn1PAFWzZqe5pPscfqaQzLa2nuW3T3ez0WOn2umiO7t5fMZvLbv61pfZ0QYVBTUjEcqs7dWAAFKwXNSik7UtWIKKKKACiiigAooooAKKKKACiiigAooooAytbsvtVmXQZli+ZfcdxWFayblrsTyK4668q31SeKF1Kg5wP4Se1ceJhqpo7cJU3gyZgMVjatZieCRSM5FbQ+dBUEyBlwRXG9TuXY+d57T+yPEcsEhYJv3KNxGVP8An9K9G0y1sprVWEIZsZycn+tZvxG0KRFTUoODEfnIXOV/+tUvhiZ57FCJo24/uEfyNexhanPA8PF0uSbN02tqMbYQD6AdKlRVVQVUgjtmkELjkyL9Mn/GgsqjBmT2ySa6jkFuoVls5FkX0PIzjBz/AE/SsWIG2W4gViE3ZLcDHbGegxgflWnLeRrAytKhB6/Q8HvWVFPFJcOZYyzqDt6YGSRwB0HWotqXfQkM6OxaGLzCoxvUYUc9AT+PNMjWTqAeeu0dfxOB/OnC8lJxFBuIHU07feyggIF7jNaJWIbuAtSRh0Hr85zx9Kk8jyWAHAxngAVXZLwgb7qOPrjA3E1G1hJcEh7i6lHfL7R+Q/xqhFmWZLeMtJIkanu74/HnFUxqXnMUtY5rgnPKKET/AL6P9M1NDo9vDICYULjkMRuOfqatrGFzltq46dDUjK0UM+d9zIiY/wCWcWcD6seT+GKczcFV457DGKmCqeF547DNI0W3G47cdiaQ0ekeEvEi6pbraXTYvIxjJ/5aD1+vrXU14fHuhlWSJyjKch1OCDXX6R46miVYtSjMyjjzUwG/EdDWEos3jPoz0Kq19apeWkkL9GHB9D2NQ2GrWOpputLhJDjJXOGH1HWr9Q10Zon1Rw8IeOZoZBhhkMPcVUvbcSSx8dJFI/Oug1ez8vUobhB8svDf7w/+t/Ks6WLN0g/2h/OvLqQ5JWPVpVOeFztB0ooHSivUPKPn/wD4aa/6lH/ypf8A2qj/AIaa/wCpR/8AKl/9qrwCigD3/wD4aa/6lH/ypf8A2qg/tM5/5lH/AMqX/wBqrwCigD2HVfjs2qakl23h7YqR7Fj+25x6nPl1l3fxe+1yq50Pbg9Ptef/AGSvMqKxlQpyfM1qbxxFWKtFnuun/tFx6dZRW0XhHKxrjP8AaPU+v+qq1/w01/1KP/lS/wDtVeAUVqlYxbbd2e7SftH+ZMZP+EUxkDj+0f8A7VT1/aSwP+RT/wDKj/8Aaq8GopiPex+0pgceEv8Aypf/AGqmP+0iJFwfCX/lR/8AtVeD0UAe5D9osr08Lf8AlQ/+1UrftEq33vCeT/2Ef/tVeGUUWA9wT9omSN8p4aOPQ3+f/adWR+0mwXB8KD6jUcf+0q8GoosB7yP2kyDn/hEwf+4j/wDaqd/w0r/1Kf8A5Uf/ALVXglFAHvf/AA0r/wBSn/5Uf/tVe1aHqf8AbPh/TdV8ryfttrFceVu3bN6BtucDOM4zgV8NV9keCHm/4QTw8FX/AJhltjP/AFyWkB1ZJ9aaW96iRZurkY9KHJFACyzrEhYngVlretdahbqFbYsgJParM+GjYGqgkWKWPA53Ckxo6ftS0g6UtUIKKKKACiiigAooooAKKKKACiiigAooooAhnlEMDyt0RSx/CvNTcFZ2kJLOzbmPbrXT+LdSaGFbSNsbhucD07CuIebB55571agpRafUzdRxkmuh1trMHQEHg1YkUEdK5nR73ZKIXbOeVrqEYMM15NSm6cnFns06iqRU0Y+q2CXtlJDIoZXUggivH7NLrQtel0z7UIhuyhZc5XtzXujpuGK898f+HPPgXUbdf38HOAOo71phqns567MzxVL2kPNBFbzugaW4Zw39zFS/ZIOjrMT9OKx9C1Zbi2VJeo4znvXRLKjYAbivYT0PEe5XktLMgqEKl+PmBFV44FS9YhfkfcQMZ64cf1rSZty8Nxk9apSvIkgaMIdpJ5HQA7v5MaGCJnGANqD/AD60n2eSRiGfaOgC9TVnbxtUcDPHeo5IJs/f2jPaquTYg8qCEnOM8898003W75UjckcdMCpjBGOcbm7k84qaNcKcgCi4WKRhnlwGIVOuF60LaonL5kI9Tx/9apnuVjJUsc9MDvTN08h+VBH7ucUmAMW27Qdq9hjNRM8YHJ5PYGpfIHWWQk57cUbApAVflxkk96BkBVjyqbfQE/5NMwx4JIP0qwxRfvH5TTNqn5lDMPp/WkO5XVngcPE7I45BBwR9MV0mm+OdSsMR3YF3EOPm4cfj3/GsJoWA+UADuD1qCRWXKuB+ANS43GpNHp0fiXStbsWWKYRzr8wil+Vsj09fwqB3UzRkddwrzAgxXEbqpOxw2VPoa9OthHKImU5yQc1wYmnZpno4SpdNM68dKKB0oroOc+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+0/Ayj/hAfDh/wCoXbf+iloooA3mqKT7tFFSBRkY8is+Tm4+gzRRQykdgvQUtFFUSFFFFABRRRQAUUUUAFFFFABRRRQAUjdCfaiigDzDVrqS51CWVzyzdPQelZBY+YR/n/PNFFdK2OSW5G8rxMkqHDA5/Liu20+YywI5GMqDiiivPxy2PRy9/EXGHNU7yJZbdlYcEUUVwHpo8auIzoniqe3tnJhZt4Q9BnPFdbAyy26lkXIGMiiivaoO8EeDiFaoy0YguQCelROChUKxG7ax/Alcfk36UUVq9jFbl21Pm2cbsOQuOPbjNSDkD1xnNFFCGypPJ5Q4GSTjOabImYt7kt7DiiiqJGRgCASAAAjOF4/WiRyCyjgLx9eKKKGARRmVhliM+31qf7OgHPJB6n8aKKRSEWNE5VFGD6Usw4QjjcfyoooEyCU7ARySD1JqLaDgf3utFFCEyGSNSdw4JrU8O6vcR3cdqcNGWAGe1FFYV1eLOnDO0z14dKKKKgs//9k=", "path": "030060.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030061
Women Tops & Tunics
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pu6VZ+fpkeqP4b1G8spAzLcrIGZ1B4bbv3YPXp9KmsdTghvGitLm7sHGMWl+rL1/uk8/TOat+D49Q0WyubTTLaJFuphNLcXi5K/7McanCgdua2LXw/Jc6gb3Urt7uToEf7g9ML0GParmqdtDOnKq375taY80qBpOvcitGQZFEMeyMIowo7CiQ4rE06nKeMdHGp2AKg7weR2Nea2Xg2S5uyZ28u3iYtKxH3VHU57AV7RdBZYJFIGCp61zunWv2pb6IbsQzrhOxBHI//XwRVqbS0JcY31Oo0+z09NNgWyaGS0MS+W8ZBVlxwRXHapp8CnxHFJERFcaO5baOuzP6g4ra0a2l0C7NiNotmctH6YPpWZ49u47HwrrcoIDPbizRu5aVucfQCktZK3cJPlhJPVWLOkzPcaJp80jbne2jZmHc7RzV0Vg+DJ2uPBukszbmW3VGPuvH9K3hX0UPhR8NWVqkl5hRRRVmTFooooMxRRQKKCWFLSUtBLClFJSigkKKKKCRaKKKCGKKWkFLQJhS0lLSIYUopKUUEhRRRQSzEpRSUoqz9GYUUUUEi96KO9FBDFFFAooJCiiighjqDRQaCWJRRRQIWiiighjlpaRaWgkKWkpaGSwrjPF+pK8os4yGKfKxB5Ukcj8sV2MkixRvI5wqKWP0FePatqZnlmmYkrK7Ng8cnnHt2/KuLFztFR7nThY+85PoZN/chpJAGIXyjtAHXsi/zJrJu/nhUcfJGBj05qedzubJ+bdjHpj/AOvVeXmNz3xya412OiTuUpDG0TOWbzi4AUD5SuP55r0qyjlm0KAJzlFOcZ7V5e3PFezeDE+16Lb4HBjA5rPEaJM2wi95o4c6U4mlW5dIw0gZfMDbZCOxwOntXpfhPWLjSNBlsrDTGlMtw8oaTdHbQ5x8qIxLbR7nmtRfDcjHMLqMnneuc1fGjzqm2aQyEdhwKxdV2sdCoRvdnF6lYHUNRjnuBFJeSyqS0KbFHPIAFeq2JAhjx0Kiubls7ewAmlYNOeBgcD6VtaWSlrErEkgck1O5t6GiYwZiPWoJdJhn+bywrd2WpnfEikdDVa/uZrKA3atvhj5lj77fVfpUMNR0WnLCfvbvwxV2GHH8IFQ294lwgYMGB6GrqFeOaLXJldAwCjiqsvQ1ac1UlPy0mrDgUZ2IjbAyQDWVpJW2udSeRwsTvEAx5y23OOK15AeSBkjkCmaVEIY7mYsAvm4yVz2oCTLE8se6K4nUkRrujXb87k9gO1eW/FHU/M1Cw0JpFJt1+2XhHTzZOEH4L/6FXpGrarZ6Jpk+sX+5ordAQCPmZj91R7seK+ery/n1LV7u9vWD3F3I00/GfmPQD2HA/CuilHW7OWvPRJHp3w2cnwdFCTkwTyx++N2R/OuvFcF8Nb3dbXlm/wB9ityPxG1h+Yz+Nd6K9mhK8EfK42HLWkgooorY5GLRRRQZiiigUUEsKWkpaCWFKKSlFBIUUUUEi0UUUEMUUtIKWgTClpKWkQwpRSUooJCiiiglmJSikpRVn6MwooooJF70Ud6KCGKKKBRQSFLSUtBDCiiiglhRRRQIWiiighjlpaRaWgkKWkpaGSznPGWpPZaQLaHBnuiUA/2Ryx/kPxryK+mDSBQflXgHrk+td58Q7krMAxAwojj9R/E5PsQQAR3BrzfOSD04Ix9a8qvLmqPyO+iuWmvMGOev60yVSbSQjGRyeQOKcRk+tJdAC1HzRtliu3OWX3I7A+vtUIpmWa9Z+G93/wASdFJ5SRlrybvXb/D3UBBNdWx6kiUDPboaisrwNMLK1S3c96tJt6Z7VO7ZHB61g2N8oQAtkVprcBlyK4j0eUyNWCjUtPjlPyPNjPocVf06/t3fy45OcnKnqKyNczLHnPK8j2Nc0ZZVuVn8+SOQd16H8KLlKx6fd6ha21m00zbAnUnnH5dfwqlbajJrVq8UdlcwREHebhApI+meM1hae1/e+UCv7osGLv2PqPSu4gEKRhUdD6nIOaNxS02OTh8/SboxHIjP3fQe1dDa3iuoIbNSX2mpfRkK+yTs2Mg1zckVzp8wSVfLJOAT0b0waTugTUtzrPOBHWoZGyBWbZSyTKdwKEdj3rRCnHNK9xWsRsPlJ9BnisEeIIINbg0s8yJIZWj6lsr8pA7jrXQSnEZ5/Gvn34nXMieNy8EjRvHCm1kYgqT6GtacOaRjVmoq7R7X8Q9Y01/AOorexRb5LXyo0HVpiRtC+uDz7YNfOUc587PJyucep6gfnUcl5d3Ugku7qe4aMnb50hbH0qOI4YEH7oBFdaVtDgbT2PQfAl8sHiNFZ8iZNrOcclhkZ/EH8SK9Yr580m7e3uoXQ/MjBhn1BDL+or6Dznkd67MI9GjyM0h70ZdwooorsPKYtFFFBmKKKBRQSwpaSloJYUopKUUEhRRRQSLRRRQQxRS0gpaBMKWkpaRDClFJSigkKKKKCWYlKKSlFWfozCiiigkXvRR3ooIYoooFFBIUtJS0EMKKKKCWFFFFAhaKKKCGOWlpFpaCQpR1pKbM2y3lbOMIxz6cUnoiTyHxpd/aLiGNZUlBkmlymc/MRhTnrgfzrkyeetW7y9kup/MlcmRmJzjGP4RwBjoKptjd8hyPXpXjt3dz0lorE9tbyXN1DBEu6WVwiqOev9PeoL+ONZY1WNkmWMrMD0LZOCvqNuK2fDreV4psIogrySZhKyA/xjkqexAOQapeIbZrPVDbsDhCxTdjOCT3HB6Dp07U7aXJbuYLLg1oeH7mS3121eIgEttbPQqetUJDTEkeORZEOHQ7lPvTtdWIT5ZXR7hYX/AHSt+3viE6k1594Pv/AO1dNG8/6RE5Rz9eVNdzpKq8oSQEdiPevPnFxlY9mE1KKkgvLgunIzuOOawZNQjSQpb7JHQ4Z8/oK6LW9Gd7WQW87Rl1IDjqp9q4CDTNUsNQ23RF8MApvIXBBzwe/wCNKKLjLXa50sOpX1wnm28U8sHC7ui56flXTweHddYWvm3sUEU2Q4iTJiOMgZPrTtN1lI7O4jg0x0ilbdiTA6jDcduanfVLq7hEVzcCCHjKxffYjpg9adi26stlZGRc6drUcptrLWphcJKFkfGE2noR1y3t2I5rodP8Mm3sf9OvbvULxxl5rmTOD/sgcKPar2lxFk81kKIT8ob731PvWoGyelErWMKktTJt42iHlnqvAPtVvJxUkqYOcVCzYFQgTuiC7cJEcntXz148In8bzAH5pJEH0AAr3a/lEsohBwgwXb0HYfjXgHilXk8e3e4c7wwXPTjOK6aHxHPiXaBjxKHEr+uSB7ZpqALFnB38Y9OKdbq2wjHBhbj3BpnI2kDdz0rpOIs28hV229R8wr6F0eR5dFsZH+81vGT9dor5yiyH2Fsfwls42g98+lfRmilDolkIy7IsKqC67SQBjOPfrXRhfiZ5+Z/w4+peoooruPEYtFFFBmKKKBRQSwpaSloJYUopKUUEhRRRQSLRRRQQxRS0gpaBMKWkpaRDClFJSigkKKKKCWYlKKSlFWfozCiiigkXvRR3ooIYoooFFBIUtJS0EMKKKKCWFFFFAhaKKKCGOWlpFpaZIVW1N449Ku3lx5Yhctn0was1V1O0N9pd1ahzGZYmUMvUHHBqJ/C7CW6Pn5HLQTujBG4GwHorcYXv14x2FWLe1iNndpPtjnj2ZEhI2qTgkf7Q4BHoc9qmsxf6bqksxEcd0sTMYroBVljIIYenPPHXPvXQ2sqX0J1TSPs7aqquiWsyCZp1IX5GDdWXnaepxjqK8lI72zlmuXtL+K5t55or+A7EiYFmGDtChvXaak8R3UN1dwSxO5byyrB02kfMSAewPOCB0xSatamaD+1rNSInmZJYlb57d/Rh1GecH8O1Y0rMxBdizHqSck1RLIWOabTiKSgk2fDGtHRtVEjk/Z5QEmA9Ox/CvY7S7V3SeN1O7n5T1HY/jXgVdb4W8UnTdtneEm1z8knUxZ7H1X+VYVqXNqtzqw1fk917Huy3Cy23bpWDqemLO5VjtJG5GHY1VtNVUIuGDo4yCDkEeoPcVuafPDe5hlbIzlD3Fca0Z6CdtUZdnaalsKyTiTsGC4JrodM0dgyzNGzP2LHpVy2tliPXJz1zWrDhcZOarcp1ZND44pVUA1YCFBzQjgjkiori6WKPLEUmjDViTMKyb69jt4yTy3ZfWoL7V1j+Vcsx7Cs+COW5mE03LZ+UelSaqNtWWFDR2U8kh/eyAs3sew/KvC/E8JXx3e9vu/Me2Ur3i8G22de+3FeMeM4CnjG9ds7fsYl645C4B966aHxHLXV4nLwqfOYIDzCyjPc9ahDbHwOM8j2qa0mCXqs3KlgGHqO9F7AyTNGdu5D1Xofxro6nKQ2rtBdwyrH5kkThljIyJMHOK+hvDuT4csC2dxhDNlQuCecYHQc8D0r55hl2yBjuDRkMGUcjHOa+gfCkDW/hbT1ZgzvF5rMFwCWO7p+NdGG+M87Mv4S9TYooorvPDYtFFFBmKKKBRQSwpaSloJYUopKUUEhRRRQSLRRRQQxRS0gpaBMKWkpaRDClFJSigkKKKKCWYlKKSlFWfozCiiigkXvRR3ooIYoooFFBIUtJS0EMKKKKCWFFFFAhaKKKCGOWlpFpaCQpaSlpMlnG+M/AsfiPZd2jpDfIu07h8rr1x7HPf3ry82up+H7ycky20qBFlB6kNkjae/K5BGOnFfQTFQvzEY968u8cao2o5NrCkMUZaFrlj81wP7oHoD69D9a4cRGMdb6nTQ5paHI6pqn23yruRGi1Jk2XMkYwtwO0jY6vnr69awXUlifzNa4010lTMW9x95GzyRyf+A479qgksXwSqg5JYAdh7VzXN2jMxzS+XirE1v5GQ4B9Kq7yOwx70yGKU/zmm7WXjH0qVkzEJFIIzhlPY9qiO4dV2g9OMUwNXSfEN5pPyRsJLbqYXOQPoexr0HRfEQmWOZBIgIzgnJH+NeU7u1dD4YuyC0O7DA5HuKxqwTVzow9WUXy30PctP16KZAGbJrYXVYRGMMeK8wgfeAVd0b1U1ejknJw8zn8a42rHopo72XX0QfLWdNqE18wAOF7VhW8YZun41vWMQ44pO5V0tiSCzx8z9TWrb22AOMU2CLe47CtNIwqYFCM5SMm9GZY0rxn4joF1wy9pbUBfoHFeyyhpbyUqPmUYFeWfFe2AbTZkOWG5C2OrYBral8RnVXuM82Df6SSMZPIJrTutssMc5yBjD+q+v5GsqRsPyOnJrQtZjjB55A2n/Peul9ziiWdE0yO/8QWFtPKkUc0oVsn5cdcZ/wBrp7GvoOEBYwAu0gAbfTHSvBNGjiTWbWN94QSqUIGSRn5Rjvzx/wDqr32MkxgsoViOVByAfQGurDO7Z5eZqyQtFFFdx4rFooooMxRRQKKCWFLSUtBLClFJSigkKKKKCRaKKKCGKKWkFLQJhS0lLSIYUopKUUEhRRRQSzEpRSUoqz9GYUUUUEi96KO9FBDFFFAooJCiiighjqKKDQSxKKKKBC0UUUEMctLSLS0yQpw5ptVNUna30yZkzvceWpHYtwP51nUlyxcgjHmkkYWsXM+o3C2VvIYYmBZpJDsTaOrlvT0H+Nc1qL2emxKyWy3F45wi3Cfu0HYkdXIxnb0XIzzW3qbx2l21sCsMHl7WY4OUH3iM9xgn3JridRlGoTSXHEakfJGGJ2Rj7oyT+Le5rw3Jzk2z11GMI2RQa6AZstvB5kkbjf3x9O+0d6guL9kiJijIz1bGN3v61EyxiYeaC4XOADz9aq3UgcBEyQB9cVqjBlCV3kY5NRbc/SrBBU5wSPapEU9Qkagcs/pV3MyFRtU9sjFRElsknOPXtV1omYElSB6tUJRAckHAFAFYjHPrVmwkaG5V1JH0qu3zngc1et4CIwwHuDSlsVBNvQ9D0mbz40zjOK6K3gZgK5fw3h1SvQLC3yq8CuKW56aehHbW7A4wRW7ZW5Ccmpre1AIOAa04o9pxtFTYHIbEgUAAVYYEREkY4qSNAB0pt022A0WJuZNsCWmcnlmrgfi3aA+E4Zxw0F2pz7MCDXoVsvyN7muU+Jtt5/gXUgBzEqSj8HGf0zVw0kiZ6wZ4ATnBz/s81NE5VuPoR7dqhjYIW+XcrjDfT2pQcOM9+vv711tHDF9Tq9FiWdt8xYWpYp5w5a3kI3K4HrkfkDXtunTy3OnQTTqqysgLbWBUn1BHY9fxryPwVotxfN9oiTMako054Nu+cq8Y6M47j0zXsUUSQRJFGoVEGAAMAV04SL1fQ83NKkXaPUfRRRXceKxaKKKDMUUUCiglhS0lLQSwpRSUooJCiiigkWiiighiilpBS0CYUtJS0iGFKKSlFBIUUUUEsxKUUlKKs/RmFFFFBIveijvRQQxRRQKKCQoopaCGLQaSiglhRRRQIWiiighjlpaRaWmSFZviBpV0aV4lDOhVgD6g5/yKl1K/NjADHEZp3yI4xwPdmPZR3NcLfXMGoX+b3WVMjpwUtnManPCDJGB3LYzXDi68YxcOrOrDYec5KfREOu7YzFdPcJcXMqK373BPzDOcDoQc8dq4+8vzFEYWw0zuWkZhghAOMe3U1parOIjNboISIztcxncre4781zRaMXkJl3+QGG9QedvcDPt0rzaaO2u7F24sZreeK2/eG8KgtEME7mGVQEdMKck+9NntEtkaNWDKqgNIOAzdS2fTsBWlZrapLcy2h8m35IndeYYj936yHpgVTub6J2WGxgOUGMuMkf7RzwP51sc6XVlFbccMwGzrub7v/wBenb046tjpxjn1p/lO37y7kLljkAtyT6D1oMoDgRoA3YY5H19KAImIxuKnAOclsfl3/GqMjZOFHHXFTyv5hL5wp74PP4nrUG4s2KolkajB6ema6/RdLn1GALDbtI7kthBxkjhR74BIXqQK5lIxuVieM8j1Fe4+DoNN0/wZHJNq9t5E0Ttc2SQq8ouHyEYH72VUDCjH15qJ6nRho63tc4nSA9nMFwRjnnsPWvS9GlWSNSSM964xFW9ERhs44jxGDHK0jzSZxuKnhQe4z15rqNMtp9PlhS4ktts5PkPHOrpLtOGAb1B7Vyzi9z1KtCVNqMlv+h2cCqKuDAGaz7aRHBRJYpJF+8iSBmX6inG4Kg+xqTma1NKMgnANVdRfam0dT0qO0uAWOTUNzKJr5IwenJBouFiW2UbW+oNUfEdkt7od5bGLzTNCyeUDgyE9FHuTVoSGKVl5z2wO1c1r3iK2W6htYZ1ku7aUTeWrYDOp4TPQv1ODxkDvVIqnTlN2irnFaZ4e8PXcsKXtgLa7Zf8AUbjIs0eMMsfTEy9QD15rz3VNIfR9WksJ2YtGVMhAxjPzY+uMV6pDHDeaDqupizmj1KF3ntJw5ZbchhleOkhyevXHFWtM8I6dqV1JrWqQPe3F3K0wkmkO0g425XucD8jiuqknN8qMszVLDpyWiTt+Fyz4Dt8eGrSR4DEqLsjB4LYJzIR2Jz+VdVTERI41jjUIijCqowAPQU8V6tOHJGx8XXqurNyCiiirMWLRRRQZiiigUUEsKWkpaCWFKKSlFBIUUUUEi0UUUEMUUtIKWgTClpKWkQwpRSUooJCiiiglmJSikpRVn6MwooooJF70Ud6KCGKKKBRQSFLSUtBDCiiiglhRRRQIWiiighjlqre6nY6ds+23cUG/JXzDjOKW8vY9PtWnkVnAIG1Bya4i+jdYn1uG4aW6jv1EQcCTaF+6WPTcc424xwc8iuXEYn2Wi1Z34HAvEvV2W3qxmrzXer+JI7V5bmytrlVKLJCWk8s8AiMc4Y84Pbk1Ri0yWO7uIraAXy6c+65MTbwy57d2B56Vo63b3EOp2OqS6pdXM14yrcNZrh2Rxl1hwcsAPlwe/wBKsXmk6Dot3a3pee7tp7UsFhulWS1BJAO5eGOP4exFeTJuUnJntUYKH7uOrtordtzG8QNpur2TXduI0toJRHFJHaeUdno4HXHCr3OCTXHQ6ReNbS6gLOWWzjcKxxgLk4G49hyMkfSu+1m6TV9AtYlMNjpqKz29ja5ZmcHhpAAfnI56471myWpuPD98Lm7n8yCBTbxebtVssNxOOoBwQO59aqMrMxqYZVKUp7cpyl3cTXFzFbo+Uj4O1MIG6EoOmB0H51aisvs1uAxMZJyFI+Yn6dz7mkj8qwTG6RsDnYSzEe3ZfrVa41a7KubdEhU9WC5f65J69qu7ex5dlHVjpLKQEySnZnuzZOPc/wCFUppLaIEI5lbptjGAfqag8uS+JJuHa467JGPzD2J7+1NhiY8FmyDggnofpVWsRzXIi7TOC3BHAHYfSnIhD8jgd6uJbF8MEx7g9fpVj7IzLl/lXoTjv7UnIpU7j9Os/tN/Z22ObidYgcdQcZ/PpXuF7oA1DR7GW40e20q8jkaM2scwUvbrnCM+MLk9GOD39q8js7YPPb87fLYYZeCG6/p1r0K0b7Pbw/268lzazQ+fbIqPIZArfvPOVSHKgZ2Z+UE5yai9z0adOUIKopW1tpuO1W3tdK12CPSrkMYGS4eH/WfZnGCIyw4cE9/TNV767j1/z5dZaBRZ2x8iCIeQk8jN8qkj+IdcDrgVX02TS31JbudDFYNKy8HcY4eSsZI/AHHPJrd0DTIpzNffZLSYKSV0ySUeWoJA3l3OeMHb35otfQ9urKNKgpVE3JJWlbWz6erRjaRY30epx3mkSQLNa4LPICQQQeNq8v0+764rfj8U65qthLeW1vDBskSLyjDvdV272lyRhwQHG0cqRjmnSBrzxfrVn4ZjgigktzFLdODElq/R9rDoT29+awptZvJtUQeaWjEsqW3lFlRNiCITxg/dYgHGeBknHNFopHLV58XWThFXsnZ9uz9Szp3iG/1EWLW+oyQpMSJPMTA3gn+Yx04ya1tHv7zUfsbQ6jHa+ZBFcT3NzIGMoDlZI/m4izx065OK52x0mG20W6uGu5UjikzGDEWG4AZVnHRmyNoHoc1Bpj2sVzbXN1F5zJDLHtwGywzsJjb5XVe+e+Kmy0N8Rh6dWk1S+KOlrdTsZtcg1DxK9np90YY5IHitvMUsjTAnO0jkhgcBj0xxXIavZQTQ3fmRxWsltaoWgJ2Mt0oAfYwyCScMSfvA9sVrtqF3qB1TxbbxGG80qWERW64cPEFw7uRgkFCRxwD9KrWen2eoT6jqLSCz02RvMg8tTIsNwoBXceoByD7jdmqZxUlGk3Jtx5Uk/XsVLG8u5rabXdJtma+jhiTUrVTlZ1VhiRV6+ZwMj6kV3Fln7HFkxHjP7pgy9exHFcXZ293p2pxalaReVqMMwS8gDZCiQgKeOg3DYT1XINbkOsW9vPcNb6XdW9q0xjaCNFaOCf8A5aIpGAOeTnAOePStsNNU5XkefneFlWg40VdJ389v6sdBSiq9pdw30LywFyiSeU+9ChV8Z2kEDBqcEFmUEFlOGGeQfQ16anGWzPjJUakG1KLVhaKKKoxYtFFFBmKKKBRQSwpaSloJYUopKUUEhRRRQSLRRRQQxRS0gpaBMKWkpaRDClFJSigkKKKKCWYlKKSlFWfozCiiigkXvRR3ooIYoooFFBIUUUUEMdQaKDQSxKKKKBC0UVS1LUZNNSCWEIZjMu0OMggHJz+Ax+NTOahFyZVGjOtUVOG7Of1mC+i1WaDVbOWP7SwENuwOHjHAwR1OTnjoSPSo7rT4fD1mJ76V7jUb61Yy6fJCAEJ4jmc56jGc9yD71qXGvefpUun2mm/ZJLq489pIrp2bzS2Rt3dOcewxWHqF5qOsWax3Vp5gtjKLgW0WJklZifMOBxyDkdM845rxJu7bZ9jToVY04RnFRUdHZ6vt+PmZz+H9U03TU1KOOEkQRzMiy7ZVjc7Q5J45IIwDmqqebFZ+XDb3C3AkBhVCphaUnGdp6Htxwa6C90zVbbw9a3L6tHNYuY42gdCbVpJASJIsnDuCOc4AbIqjDPPZXSkXJleFhJEZo8ujD++AMMufyrJwKw8nXUnLo9LWVv19TWn8Sa/pqOL3R7E3AhEDzpOUX5sghos7Q5H06d642YxT6erDCSo+Iir8xqOrMBwR1A/StzxJr0Gq28trY6ZBayXr+ZezoxLyNxkgdApI4B5xjpXM3tzELZYY8iPO9sfxY7n8qvdnkTqSpRcGrX3Me4miUMttG7cEkvwAP73v/Ks+VW3gybTkjHb/ACK1EHyRxiPOWV29XJzhB7e3tWddMr3JQguythivTIPQe1apHmSdycW8LK8f+tm34XjccDqeuAPapmhSSQjcqSr8oMgwp9t3Y+hqtJ5N1kqYoWUEFeSHbPXHapLZJ4yxc7kUgiVWyBjqMehpsIo3ktobO1jFw2JXOdxP+rB6fUk9B9c1TklMkrQBdhicxhCeN2Rz+NSoWubOVpMM8bYljPUZ6Z/2T09R1qOCCS6czqrSYKrI6rlEbtk+vb8Kz6HTGPM1GJu6fZPchQLe7eRrgQQ+VH8kmBmRS397HQDtXY22v63aeHQtkYoreFNy3JiBmit92AoB/wCWQb5eef51jaLrM9nor6fplmxa2nF5PIxMkkjphnKgfcAGeRzg812Nl4o0Q+UYL+aygknW6uku7YyNegx4YAfwMCOWGATz3pJdT07zhCNOVNSd793bbZGLreraPqpkng0Y22oSMGnlZyBtXgMFHBY9zjjFbGj+G0n02eTVreOzNvG01vdyKkmEdQfNKnqFAxgjHPrXPaxqn9pzC3hRfskB3WrvuMjIcBQS3IUenTPJrrE1az0vUoptYtdYsZ4IRFFDJtZJlAwZML8uAeAvTJziqR0YtVI4aFKnFpybdr3fy+Rmyag1h/bF9Ho1lPpd2sUstlJGUljhwFiZ1xghiMheozk1lalHaXttFqdjptzbX1s7NeRuWuIUVhwcjqc846dc9K6t4ofEOkLDa3uqvbSiW4e6mkDR28o5McqAgnqMDp6Vz2mQ6xZSq0VnbXTagz20cDNg27qpVgx/vlWJK9Me4ps5cPJJS15aidrbaLvfyuS6f4cUvNo+s3og1S+/0mxa2lJjnXZjmPoGHOM4z+FZNpZz6pqdp9sS4trSyQxXKwhVa1XaVVmJ+9GCPm4zzXRDxLq/hu0t9K1C0gW624gvJnVxtDBF+6PuqMjGd3Ss3T7m98JayzX0aX07QyKwDgpcI5ypDntxz3PenZG9GOImpq929Y2e9nrZmt/wi9vLqGmWeWht20thKLYlbi7JOSAD0Xnd+OOKl0211K0sY4bZLh3s7UMupwxq0M3lMfLXyxyxKEox6isjV/FNzdatZalaQGC0tvlsWliwrDgOpPRucgYrVh1iDV7RbDT9N1aBWnS7f7FtY28itu27icEHBOMc9BzSOTEYbEKnGrPVNa+Tv1Oahm1o3M/iO0sp5JBK01ychYsMfnUk/wAO0bScdvWuhGpaKb/cb+0j07UXMsohh3QggYXzUI4+U9em5c8VXj8R2lxeeTtu7KL7aXguRGN0e84kSaFuCjnsBxnPBqW5V/CniR761tv+JJdIYp3ij+WFs4xGP9luzfeBIFJGtVOo/wB7BxfL7qT37Lrqt0YNlqMw1mSW4jkaxcbZrbP2hY4kOUdDyWCHDDOSB0rTaK1Xxukl7ImpJdWfmRz+eDGJipwsjIB8hI4btkZpY9MfS9e0rUrOSHybxZWiW0bEaSBTlIz2yDuVSOoKmq2vWs2gapZ6xZTwoL0F5Daw5hLDh1A6FXHJXqDml6lctOrNQpaNxt6vqnpvoa9/ZX1qsV1YaktjB9mMtxbXUgnSCQDcUMmc/NnjnHpVfQtbvdRso7q7t4I7RnKfbA5CZB5XbyxI6cZrG1/SdHSGW7l12OU3JaSGG1iWOGWYY/dKgJYAfxE+o560eGNaGmZjnv7mBY1MtrFED5bSHhgwX5246Y4HJNWq04vRnHLLKdfDylyJtW1s07/Lf5nYy38Ft5wuybZoJFik83gKz52ZI45AyKnR1kUMjKynoVORXJalfXWv6Y+l6bI76TLcq81/cgIJV3BgrntyMercd6zLiUeHp1htZIIJYAZJ5raRnRsnhJF+6u30GSc10RxjXxK55UuHFUXuT5ZPZPb59j0MUVz8VxfO6PqcKMHkVQqSlLd4GAPnRsPmZ+2M/LzkZrKstW124u7q306NrmKORliXyzJsUMcZkJ+bgck1r9che1jhpcOYmom4yWm93p952tLXJadq+rWumyaneRteaX52zzIwPMg9Sw7p2B/M109rdw3tss9u++Nu+CCD6EHkGtaVaFTY8vH5bXwcrVFpe11qr9ialFJSitjzgooooJFooooIYopaQUtAmFLSUtIhhSikpRQSFFFFBLMSlFJSirP0ZhRRRQSL3oo70UEMUUUCigkKWkpaCGFFFFBLCiiigQtYXiG2vGlt5RbSG1bEUcvAQys2AuT0Jxj0rdrNm1+zt9KvLXTWma6uJBLO9wiyRwurBTEY26AhQePWuXFy9y3c9DKlVWIUqUbtfqVZ/CupRWRngvSL+1CTvZ2y5mjbPAOcggdSe/atLTdeglnuZYNQj0uWe5S8uzcpkbFXEsYYjHGFb1OTVzT7+x1WabWY7S5i1KaKTT/LeVgjbF3Y3rwmcg7+xwK5Kz/4lV7Naa7ZyS2VyES7tLxAFix0lB9gTkg855rzT137XFKcaqvOPnbTquzsU9cmgufEV/PDJK1o8jCO3M/mxMD95lXoQ3UAdKtxeJX8OeHNMisRbyyqZS8byLI22Q4Cn+IdB8vYjHNU7+2tdE8QrZXsktzp9rhp5liwZIivyIB3LcAsOMciud127aG4eO0fTwOXuJ7Ettc5/dr83TaOB36k8moV7l4yVJUYU6cezv8ALuZN5qMl1fXTks0jszl3Iy0hzkk9+eMDpUEMct2kcMSF2eEN06AN8xJ7Yqoqqiu7ZGfvNjp7gH0/WrAuWs4SqqQjtgITy2R8xB7A9R71pY8Rycndmg8EFso2s1zLltsqD92jd+T97juOlZU0ESpsWKNSxwqBuTjvUj6mY4FSNFm6HfJ7ew6H1HSq5vHkUfujtPGP4R7Ch3GrdQhaD5VEalQQcEn8yf6VpW8Nubl9sjI0SFghXdEO3J64yaw5XbzgQdoY81o2s6lYllhVw/ySKXK554Ib+8DS1BWvYWSRrTUF2qzRkeXIHPRe6se+D0PXGK6Xw5NFbaVqljHZxyXV9KtvHOXPmRqPmxt6HJAweua5+bNxGFx58iMMMww2B29yPSvWtGutJt/DFlE11aR/YLNbiSAwky/bcllZHHLEdGXnrSep1YeMqbU+Ry1RJpOujwxax2U+lXsdzGiuYLgKqx9mdGHJYnOT9AeKbdQaN4ieW6s7u5OoRoLieWztMtKCwAJizgzZ6444zVTS9In8T2VnqwnNo7SSJY2ltCzRxsrb8O5PIZj95sjnFbN2sccUOs3dhCt+IGlvEt2Akt4mJQ7AMK2DkEk5wSO1JbHU5QTvTbU3dOz6vpr0/Ur3VpPq+uXmma3em3Ni25J7C3AjckAmSRz9xgoBxwOuKr6mJb3VbDSLua1ggml+1Pdqfnyy4LSfMVVmAzx8vINZWn6tLpFxMmnwxi0ndQ2nPKQzIG+QCTruXP0PerN3aWi+IZ11eN9Js5meZIgVLM4OCi44POSMD2IFO+h2RoSo1kp6KK08m0r2Xe/qaeqeFLe3sb6WFbyF7fakBuJlZL8bckqoI2nvj0qGOSG20yy1vSdRNzcWaxDM9wJs5O2RRE3Me04wwzkHisfT9NXVbxbESIIWLurz7ioVASDtHJJA6da1NCstL0a+urPUreynmmiSSwuZg3kFGUnDHGUXBKgkZ4HpTQV4OjaM5ObWrVtWnZNfmRapr+nXWkPp9tpS2E0N0t7K3m7o42fOSpPQnuPfNZ1npd3e27fYbKa5tyduYF3qC3Ydhn24Hetmbw9pV3rGnWdjPawNeANc28cpuFjZRxsc8szL68LgmtYWp8PaBdN5mr2On3NyS0qCNLhZBwHQJkOkg4x1HXvTtrdkxx1PC0oxoR95ttJ3urszLHxbaXGneVqUV86i3ayaEqDBIVyElCn5kcH5SRjOc9qg8PnVrTS3aGygurXUY9ptHuAslyqjB8og7sr3PbHrVrUtetrbxXZajBay+fFEqzi7Ty3mBHUrj/WAd+QeKuC/ivtKCaVqaQXm97qa7MP2dIoeQfPA4Vz0yPvdeKDKalTopKFozs5N6pavtsZboPFt9H9jVLa5ESxuJ38ya5xwZD0zs6EnrxV64sX8OxXMGmkX8NurTSWd5EwR1ZQjSROvDDrlT0IzjjNcle6ZPZ38kE4AuBtZpS250GMqY+Qsi4PB7Z71saNH4kksbqPS70PYxr5c1tK4RtpOSw35DZJ6jnJxUrc2rU58sXzJU1aye2vnv6Edtotn/ZdrqYu5p7SNt19bx5jkgx1KMOrKCG9SBkZq9PoDzXV2t9ql9NOrJdwLaRJKbmJht84xjHTo23rwai8LX0en395DNDcR/aIfJjfmNS/aJtw2gnp82D271etvDtlDYQwSy6gZLK2M0KySGFYmByzIxG5AehUjapGRQo6GGLxE6ddrn9Hbo9f+AZ11ax+GpLnTbmyhvtXu1IieBQylXG1VKn5lYH5sY+Y454rN029ufDK+ddacZ2nQxQNdNhtwIDbXX7ozw3TAral0i+0XU4r7QZBqazoVZ5mRgkj9ULA4ZjnqpJ61vQavBcW0kbWReSzhNvqOnfYdzvIR9xXHARjjPrx70lG7HWxCjT933uffVp39Onkcp4gu7Q6FHeaXGgbULgNqUI5jinx8pRD91WOTkfexV60TVf8AhGYYYrvSxavC4i+0YB2KeVc5ABLcq2CQRisbZZT6FqcDadH/AGihkntZQT+7UffX3KDG0d8HFF7YWMdxa29vcTxKqqL6a4gWSVGOMbV6AheSO2afU3jSSXsLO8XdaX0/r8rE0d7pEGnXEOn6tcNcTRhDY3kIkIJ5YoOiHvvzjFSQeJTBoSafpOnW1sSpiFzPIZFmyMSOEA5LDAz7VN/ami6TC0Ns8Op2spkky8al8D5dk7bciM/eGMMpGOlbU3iXQ5Ybhbtb4Wc0HlRae9mqhCAP3kb4BBbg4z2zTijGU+aVpQbi3fs38iU3yX/gZ3/soR2dvaGBQGJZZhhFKt/Ehz09Rg1Ui8Rw28csV35y39s6W9zbhAY025DSq45bPBx2xVKbTPEVjpFvYOLd47tUUOjktFED5hVh0Cg87sZ644qrE+lf25fRazD9mnefcsKszjjO5Y2yPmY4IJ4HTHNVGUoyTRzzwNGtGcZaxu3o7vstztVZXUMpDKRkEdCKcKxtLv8AT4YobO3lIjzsiV95kTjO2UkYVyc4AOCBxWwK9SnUU43R+d43CzwtZ05L0vpddxaKKK0OMWiiighiilpBS0CYUtJS0iGFKKSlFBIUUUUEsxKUUlKKs/RmFFFFBIveijvRQQxRRQKKCQpaSloIYUUUUEsKKKKBA7KiFnYIoGSx7D1rL8S3FvdQWbJPFdXluGS9ns4yIRnBBxjnORhs881PrNzFaaPdSzOyIE25Xrk8D+dYek6/Noswt7yximVyZ4baK4C7JNpXLY4dCpH3jjPSvPxkveUT2cpi4fv46yTtba/z+ZMNK1rQ1i1ibTg9u0bJJDK54D/LhlHfHPsOtT6HPY+JJ/LudPl8rTrBkstNhmdyyo3zZk7k8DB65GK0pde0m5sdWujqU013d2wtZdPZj5XmlQS6hegPTd04965vwvbJ/bMk0r3KyWdu0ytBkZYDBLEdCByB0JFcT0Z6y9pXo1K9Vcso7Nef9blrxBoWnaNJOk8NxMJ4EmtbeS5CvAqkGWMZ+84U7kB6gEdRXnOqx29vdSpFHJIN7eSjjBwBwXz35r1LULWyvI7XUmzdafqVqbeNdRYIbQ43AnuxyCcjlC3XtXklw5W7RhKZg8JClmPLD1P+NFkmeXOpUlTXNJyRCzSRxrtcLsXBkf8AhH9c9KhvZFMCqi7nI+8eD+K0l87jZAOm1Sxx94np+VN3P9pRIlKgYKlv4ieCcnrVHLGPNLlKqkjJzgdc1rSaPqEEMMlzamJLhQUcc+YTyFJ/hOOcdaSLT/8AiZbJNsYgjNyWZco4XkfL1wcV0SalHqv2e3v1e10wXDXdxb2zFpSW+++48k46DoKTZth6PM72ulucpqGnKpgFv9oM5IVllTbyegzSCGJVJG5lB27uduO+OxJNeiy2eg2t2RZ3HlwTWsit5JN0bXONkvzAbyw4ZR90nrWjdeCodQvvOlt5VM9q919uRwYLdlAymwfIMj3wM+1GpU6cItOzSZxOjWj3MZNvB9qmaUSC3RNzFTwd8n8JUgHGOa7TR9DF81tp2saJq8Vxe7it3FMixRoPvSKc4GB1B5Oaq+CRplg8up3t60ccStFJEjgYjZepXq+48Lt6EZPFXdW1yx1DTrHStFinW0gHmlZGPniQkjywR95TnoKlNbs7KdLEczoU20ur6CeGok0+/uIjq80e0CG1uIZBDHLhuQ0gBTG35gO571oW1pPqNzqdquv3l3bxTK22xjEn2wSEB2CZ42n7wHAwatWRu/C+iw2Wq6XcLDLJKwW3VPInEqY2yjs6EcL3rD0bRYtRSWU6kkN5attD5CBcjDSOcjAA4OPm6ZFUjZJyc6qfKlZJ7rTqt2alpNYWFjeaNq1u7Qw3EyXMsEHmxzbuEfzMZjKkDgdazNK2anqttZ65qRWKOP8AdO8wUu2f9Vk/d3D+IGtBbzVPD2kpDdLZy2TzvGsLysRHMyklJgvUMDkKc9jUWh6jZWkX2O/swIzIJDdmBJyF43Q7CM4PPzduKEjdXVOc6acm3o07+TaXT0NqytfClsbcXUVnb6g3zWptr2WWLIb5S0g6Png57DiovEXh6RNO/tqeO4VYZVSaCW689Zoi33kkHIySeD0rIk0dNVOo3fh+3SO1VmIs3QqwCrknjI+gJyea0rfw1puqWEc2jPqAAtRN5sjh4ZG6GIoW/dOG9sCnvoc1lRnCbqyvtJO7t5eVxLZfCl5dzrFC8Mn2eZ4t1s6wJ6GRFOWZR/EDhs+tRayYW1Gwg0jB1W0CtcxWwdYt6KGRo434xjpjnqMVX8NambD7dG8F60FzGEluLBS01sQOqsOg6/XrVu98SIuq6bdWMMjzWP8ArJ77CzTlhjy5MDqOx9+1CLdCpHF8tNOSS0u7rbrp+A+58SrLIbbVdHuYVdvNniMuXbcOUVXHyxsOoB4OCK5OO/ay1i5SzuniyQ0TSEEx2+OVYdCc4XHOSa6LUJoPENrHDpUdxdXNgGmmW6nVpUjc8Qr3kGcgfUCukt4dEnisJbePR2tZIVgmjugGul25bZyclgNwCnkdTnFK2pDr08PTVoNN6Sje6Xyd9zIWOSGxkv8AxVp5MNw0b/bWtxMBCBxEyqcwjn5SO/WmaPqupT2NzbwaNLqdrb25to0aYD90fuo6Yw8g65XBIFVh4qsLCS4mULq0NtB5FtdxS7UaBiNkcsZGCyepGRVfQbLVCt39n099Vsm2RyWyP5QDIdwdHBz5gPcdqdifZOdKdSpBdHFXsrP5qxHNr13PNdST28MqXiKl1aPuEcrqu0Oe4bp+IFWbiLUJ9MtdS03Xr6+W0tyJnmXbLbA/K6lx1Izkq3OPmGar6jewa34kW7njbT0nKLcENhonAxuzjqDjt7Gui1XS5dTuZnsb65tryElZNQijKFiIwTG6LxKHAJVlzjoPSkkb4ycKDpOMFFta6Jq3b/gopaRol/4dmFq0lnd6aQkn7h9628x/1czg/MF9WXrmmXWtN4euLZIo/t/keZcRTTXJV4nfg+bt4fByRuJOCOlN0S61zR5rmyjg04y2FuXRrosZFgccLEyjLx7ju5HHIqjp1vpfhrWbpfEtlCs20SRSrh4gWyfNKZHyk9sdsYofkcsYRlUlKraVlolpfs/uLMGh2/iHRjqJ1CJru5Erzyx3CRwwSgcKyHnBGc46cnkVzeiXEVmYZrq1gdY5izQO3yOmccnufQ9+K6S/1jTwNNntBFe38ETrdXC2YtklQ8bQvVCBgqR0/Grfh+2so4fMtPDjzveagYJrWdh/xL1CZyrEcghtw6fXik1dnTDE1KFNzrJ8stEuq7r0tsR6lrcV8r31nY3FxJDdLOGez8uK3bGNkjJ/rPlx9DU934p026sNVE5vrn7YuI7K7UNEjYxujdfuJx061l6rqlxoOpTaLp5Q21rJILYy7mkhjZQHBJxyc8Fs4zS+H4NMurK+gm08Xt95f+iWgk8syqMbwjngMOoqr9AhhqUaPtqkXaLTVnrZ669i3oeoSR/YNIvbdYp75FWK9eTCtAikoWHdgcr9G5rn9dms9W1Cea1imghMao0EqhgQvGcH7ykDhuo6dq6Ca3S3/teC4t4JrfRZE8p2PmFYiQ21+7HB2+nGDVWz0rR9T1rUUt7xv7Kt7Y3UZt1LFuPmVQfmIB5x+FRd7DoewjUnVmmla7ttrZ/jdHUT6hazaLcT3klrFZ/YYAljDGDcQzkHZIcjk8DbxjjNUtA1GTUNOH2kg3cOEnIGAx7MPqOfzrG12K7s7Wwia6e602eNJLSWWMJPJhf4xgEKN3yg9Aau22k6loUvnPNavIbczT2COTKEXGWUDhmAz+AxXRRquE9djxcxyuhWwPteb322469OqOhopsciTRJLGwaN1DKw6EHoadXqH58007MWiiigzYopaQUtAmFLSUtIhhSikpRQSFFFFBLMSlFJSirP0ZhRRRQSL3oo70UEMUUUCigkKWkpaCGFFFFBLCiiimIztd3NpvlorO0kiIEUZL5boB3zWNbaJO/26zWKKwW3iNzPDcxsEC5wSEAJ5weBkcZrppJZ7W8srqGxmvBFI3mJbpulVWQrlPfJrEil/wCEg8RabbabLNYrFH5NtPM5edAuS25gTubOQAT7V5eK/iH0OVTqKhKMErK75nrb5f8AAJda8P22k2hn00zfZo4VuJLeRwyIh7wuB843cbe3WqFxZXnhox6paXzXwiuozNHbxshVJvmEZPSQHkZXOMVZ1u41X7KJ/wC15L/Sb39yrMgjyUPKPHj5HBHtmo/D+prZa1psl6JxZ5cRIzNsiLD/AFiDoff2Oa5XY9GnCvLCKcaiklfTurbdNTL1rXJNRiisBp8dlbwv5iWwQ71kJPK5GVU56dD1rnfFfhO/0i1S+mhSOORgGWNtxibHV+wz0ruvEF21tZaRqk9/p0+qrdCVprVCrSRAkKN56KF65HPbpWjqlmws9WXUrtVsZMS2Z4z03AKGwOTjAJ5xxjNStzkq1VKlGEYJJ+u54ZIzSW8bSI+4LgepXPJHritHQdO/trVLa0RnXy42MkxI5jB6qD39alNpbTWs63Dy215EGeMDPlserBh/CTng9Oay08yBtkTeX5ilGBfZuB6gnuDVKSOGdCpTlexcvo5INYu9NN358UR8hXClVdV5UAHkAEmu48E6/Z6Zp97Y3F3FYzs3mLO0Adpo+N0J6nnGB6ZNcHFCzra4mgjCM0aMo3FfdvUZ6V1tpFZrbxS3lhFDb2gJkZwX2OZBGwJ6nuw7jik3rob0uWVNwmnd9jtrGw0HV/tlxBorXl0LjfBZ/ahDIsJAGUUYC7R1HcgVUv7Sx8NeJNP02TVLw6G4Ek9pNcHEXXCSBRnaSckYwc1m+HtI1LWLSe4sdvkJKYY3kuBG7Z4xn/dwSe9MaextbDVILi3+1am5dPMdd5yCArJLnjbg5XHzZGKfNdXO76tHnahNyW3L1V+vyNnUD4fjvtG/tX7CJ1uJZbqLTIDJD5bfMocDknGPmzx2FdDqL2a2ktxqF5pCGEfatK8ltsq7TwcKQWXG1SBz1rHHh3Rk8ONcC1ihiTThIuqG5VjJcsclPLB6jGBk8ZxisvR/EVppul2tncaW0x3M0iiOMxy7h+7WQkFgByQy9xRs9TkdH2kOam5Pldmn27pk1/4igvNMurC20lrOC6uBdSN53mL5p5cEHlQTypX3ziovDeh2uraw5vIJ7qC3gaXyY2w0zfwxFj94Hsp5Hrin+GYNHvYL6W6t/td5GN9pZTyC2imGcllkPBHYg9h0q7q+NBvY7XS1tyJlWeSBpDcvDcDo6HgKwB2jrng4prXU7JKmoywlCLUt03str6ieJrV9Pt9EDz3EcssBRbK9uN7o45wWHyg4+UdzWW19obeHWiuLO4gvYkKPNFG5bzB0eVlPyJ2YEcjkGnWGnpca1Z2mtiWOC7Yh2vflMqjk/M3XnuOcniujuFk8P6K99pljLFEt2Yhp+pyHJmX5VYMvVSuTtY49OaaRliJujCGHUuaW6a067abnEx3SorbDJCHHlmaAt5Lkfw7upA9Tx7111jommatpStbQRWphsGEt6t3tAuc/dlj6sOMhuhrC0q1a61qztpXJguZtjpEGLxg54QgfMB7jgdTW3feEbR4bv+zfPF1YEfahdvti2DJLAgYLHrt7dOKSOjF1I80KdSTjLe9tO2upB4Wn1EaRqUKiaGHzEkFxp5DSwuMELsbBkUgFiO2CKua1Z6d4ktLnWrRP3Ahd5HIUJuVtpWRfvF3HKtj5elZPhi2a713EWq3OnNNbFPMi7qDnbg8Bjk4PUdqpaxolzp/2ea1uZZLaXctu8iNHcOF+8s2/AxnsQSetHQwq0uTGO0mpOzVru6636dCeTW5zaWM5gFvq1mgjW9s9qAxYIIcHkk/Lx0BGauSxtoOk3kOo6Tb6iJm3yyROjsrSISFuVI3YXO4YwcjinWnhlbqysmudbtYJ72EvGghLJvHDRk565IwOp54roLLT4tR0lNKu1uVEahLmSeZIbi1ZPuPt/jUn7pJPHFNXM8VWwqXJS2v73f7/ANDkvCUejXVxJZ6w9sXNqzWiTSBIJNwwVfHy78c9crnpkVt3ttPomnR6lHpZtYbmZGudMnk+W2kUYWSJ1OcnHv15xXLfY4U1650yeZI1Fx5byiMKrxscCR0b5SezHjBqzr2kXOmxRRpdTBJnZY5biJozE6Ha21G6jbja3Qj6UGqoRnWi5TupL4ddUunZMuXWk61rckmqxWAEd/NlGUgD5uASM5Vexb1pNf1fydMg00x3Wm3dqYi1jH+7TIGFCMCdxZiGU/w85zUmi6/DpV7b/arJpvs6PFbSxPtZI25kikXo4Bww79fSqkN1p1/qmmw6tbwWWnQoYENs7IqckowzkjqVx6GhmtSOInJ88FyQva3/AAXqO03V9RTX1S8uIt0sSebPe/chIOAhcDO0nOfXHOM5rXt7XTdDSe11AWH268kEiajNafaRPEXBaMoTlFUYwScYwRnFVZfB9jZ38a7rqCCZnWG1eZY5Cwxld5JRgVJYeoGOtap8GeHbe1azREubhsee63vkSQxnOXCZwDjhgMAgdqSTPPxFWjN3V7Pol92v5nG6rDY3urXdppbPLatKBAqtt3Bj8oB6ld3TnmtvUfFGqWl/bRRy3FndxxMt7bSwjYHXaEC+seN2BnuarXEuiW+nTwyXtrDqOkrut7uCMjznDDa4PQqQQrIem3IPWqqPc+IJpNRTT7aWzsRENQh89xlMMWZDyQpBJ2jpgYqb6nbKrCqoyqx92Hfd9vVMuaNrUVvY3drdTyxXExeSaS4j3m6Rl2BCW5G08j1xgdKp2Oj3VwNPiMdxBby4xc+WX2qQTuUDqflIHvWp4puhe3UMD3lneLHKLq1ltQRJFAVwglOcMx4x7Ak9afLqscnhGGCC9eKdES1+wwpgi48zesqnPy8A89CTxRY0p1Zql7SjGzm7O+qXS68vUx7/AEebTtEkvlvJGae4NvcwgYYLuPlO/fJZelai6BBJp9trOjveR3MNt9q+1scRswJEqIeqMCMnPDZqtoZ1iTU7HSkdIpbec3yrdoQwIBJLE8/PnGT061qRaPqWp3WtrbXUumWgbyp7aaQBWnABIOONjZJyvXI45pryIr1Zxko1Jq29+jT0SaS/r8TnZrua/cT3dxLOzrgvK3IH17da1Y9S8Tf2TEJIZvLlDLbXCW2JYoE4Kq3VTxuLHrmrMfhGW3eGKe8sZL5YhcnTS7IXjVucPgkAcHp14rfPiHSrjWTPHrkr2tzbMj6ZPEURmXszNjYcZGDjPenaw8ZjKNRwVCmpqN3s7IxvDGqw3MDacqhZrQDOxSEKnkYJ6nBGfrW/XM2cfh2O8TU7bWRBHlmSJmRFUk7fI2fex0w3Tj0rpq9HDT5oWfQ/Ps/wtOjinOne07vVWs76oWiiiuk+fYopaQUtAmFLSUtIhhSikpRQSFFFFBLMSlFJSirP0ZhRRRQSL3oo70UEMUUUCigkKWkpaCGFFFFBLCiiimIdHKIru2b+1107bMrNubaJ1B+aPPuDn8Oa5Gea41HxRJc6OCcTNPaxwRbGfb0yvQgckj+I81c1p1vNcsdLhgaW6kU4wOCr5XB7Dpu+gqW00++8J2Lf2gpuLK6tlt5p7C4VWSUMcKjE5yB1IHftivJxLvVZ9Dl0KdOhzXvOS0j31/rQZ4i1TWroTadqiRQSeYJ9qDaVJXA9iCecnnJrUtIbPU9DFhbefJayQNHJDJ/qbWbhi5GdyFcFhg4YMfTFZ91FrHihn1K102aW1tohBECQWIGMjOf3jZ5LccUXE9z4X0y4s7lQULObe+sZhiGUqCVl7jaex9fSsTsxEYSoQpQaU072T2fX7jnL7w5JYz29qEhuhqAVYp4brzC/OA3I6g4OKsa5pmpadYTwSaxFqFvb3gimt97fu7nbyQrDJUDGOcc1pQ69b6vfoNWisrW3swothsZYV8zDNu2/MGIyVx0arU2l654qglmgugujx3DGCG5iAmvNmfLUnqSPugk8g96iy6E1K9SMoOpoo76ab9H3sJJoemWzabBp8EralewbhqKMJY1C8tHJxtZSCVJ/2RXIx6CdT1e7uLV7S30+S5eFZG+6hwMYHoTkA9K09P1rW9PsmsY7uSHkYTaA1s4PKoe3PBzxUwMUvhic6vJLHpctz5KXsRyI3Y7mQ4GFTPO7HUkDoKW5VSjVw8ZVZSTu9L76+RwWrSTW3iS8E6wpPC6bvI/1YcKM4GPpXV6ZayXXhHU/7Va5ZrWV5Utmwj/aPl/ePnlkG7p0GcnJNRWlzolxevrE9yiXF3e7FkZS8kOAQHwOqY2/XPNaMdxNrXiyXTYLueTTr+eG3umdlV5ioGWyR8ucZwPYHpQzmpRm3qtN7+S1J/D19eLbwWEGixalJZXBvLZ2k8tLdiCpZ+gbk/KDT7LTZdVv9TudYuLkvayf6ULZA87yMcDYo4Kjpx0wKn1CaHw7b2xstORIL5WFzBqcRYs0EhCS7Qcgfxehx9azVudZGpyD7VcQ6jdsqyTOwgMofld3ZRj+lG2h3UlKcp1aNoqS0fXR6mhc+GpRrl5Z6S8UtjasGd55wqRO64CsTwXJ+X61o+H9U0/TdJ/s2W8GjX0V0ZJnSz3uyIcmNmbI3HsF6DgdavT+HYLC01F9Furq51y2iEl3HMN4umPIyjDBIwSuPunk1NpFvpcOg2uqvpz6lNqEcguZ5HAcAnLBwMgNn5Tjn6VaXU8+pi41aTjU1V1a2jvbr0s9zlNYk0691a6msIEjspG3LHtIBPdgvbPpVeH7RAyzadbGW4ilV02ZCqw5yzAcAAHPfFd5L4V0xL9dLTRppEmSSZtSSTaIpccLgnkY6DOMin6PdTNpFlZaDdWkN5BcFL22u4/K85RxIdgJIPTkcE9KaR2SzaCw/s6cW+mva2/Ux9R8QRa7ZTW2y5mu76ONVRyot4pQQf3TNyqnHfGSB61Jf+G9YuI41OtvqGoW6bZdOeTGIm5Y8nlg33T6cVm+L7VNN8RpDpskViGCTIkcXMODzgNlWYn8AO1aMPi2EXiajd6IkupxReQlxHLz5R67ge5PX24zQY/V6nJCeEjdb62vfsY2lJZ3N3fwXAYy24CW4F15AlmH3kEgyBgd84zxXQS67rGl366NpUyX1uiRpAzfvZUyDlJHHG49MngYBrI0/R4L3SNT1S7MixWzhWttOh3GPcQWbZ/dwThRk96uQCHwb4hZXd7izuLchXtmKzRqwyMx926YLfhTLruNWtJSfNNL4baX8vQwbbS9R+3W9hcWbR6nvFwsL/JsK/MGJ6YXru6Zp99/aJmWPUr2W8bmaF3mEgKNwCrDgjjqK2tS1yyh0rTIdOvZry+spN/9ozxgOAckqSeoIOCB3FYTXFxqeoiaWcMZtsLQqoSND0Uxj+DrkjoetI7cLKvNxrVYJJKzvv6+h1GgyajFZWBZrLUo5EL2NpIm0xbG+dhLt27wM/KTniuW1PV18Raib+ewW1kZTAdkm4TMhOST64xgH8M1c1CHV/DC21pLqcptppGtZjal0TzsBhhT2bOCV75q34e0vT7+y1Oa5gkuntlDx2ELhGn4yT7jOOegIoOKl7Om54y+l9kuj7obbeGYLzTNOP8AaROqXsMksEDwEJMq/eAbHyseOCevI4pvh+GC8vp7DWBNPPFC8NrbXFx8pc/ejVucNnBDZ7cVd1S/fwcth9kuitleQm6jh1GBnmt5CuCQ/QHn7g757GsDSLCfUtZsoHkSzE0mYxHg7W67iQcA/wB0DgE9TRYqjUqVqU+eXuu7Ttql1/yL+u6Iml22n3cVlJp8dzuU2EsisbeRRztOctnklvf3qvol5Z2kt3b38VvFJdQbbe5u7ZpVQgjgp3Q9yOnrUuo6Pd6i1vFDePrtv5slrE0iMDBIpJKuGHynH8Z6/lW1pd5qtxHN5mnSzzwBYEureVCsfykI0SMfnbByQp2tjnkUW1FPE2wSp8yl87NdtzOa10r/AISfTxYWcOoWUil7i3t3MyBl+8yKfmAU8qvcdKp+KLrTZ20xYUgkvf33nzQxGFNu7GHVuRIOMqR3pp1Wxh16a+shcvaXcH2aWND9lYOV2uVXjyn3DJ9Ocdav2U1pqN5r2sSWqs6oqLDNINsMbxlTLIO5+XG7qc0N6CUalN067vZJW13u9mc/p9rbiWJ7yeNVu3ZbeMwNL8zYALKBjHoGx3NbE+oXT6newWlvFFewTx2o1BGCpbRlPK3Pj5XbOQo6DNcroD6jfa40FnrBtryaU2qsgBUqikBn9RjPvzXT6N/ZGizSXx0W9u7SMrFFcO26MyqcbVHAxuDNk55AxWS8iq96rcnq7aL5l2Xw/Zadp11bKiJc2lvsVYY5JXjb/lipCjDE5LPnkFl6AVkeHbC2muhcvuaayVJTE5DJPChy24ZBJzkhugIAPWu1sfE76zNEsV2mnTw3SvKspAW6t8ldu49HOc4HTA5rmLrRdLvb2a4sZF/0m/SAPb/dMZbb5KISDuH3yT8pGSK0a6owo1atOMqNW62110X/AATT8R3LWVlp/iCa+ivpft5+yyRIFMtnID+6k/vHGcVDqOoafpupQpt/tCwvrSP7VKCN7mNiI5B2LoPlI74FZ+oxafourI8EU9zp1wk9v5UpWRoplJTIU4BA4wR0BNN0Lw9aanpESrPNDqVxPJHC6xEw5QZ8tz03MMkGi7vZGlLD4ZUo1Krbh0du9/yZ0L6/daoJZNIgtoYrS02HUr9zG8QI5AYZCHGDnvisCXw0iX0ccurW8lm6LLcXDExyKhPcNzuYAkH055pNFn1O2N2tpJbW0OVW9muIxLFEwOAAB98k8YH1rLvNF1O41NhdW91czToZY/Ni8yWWIH7xwflz6dQOKTZ0U6fsKs4UZqKt836v8dDf1S78N6jo+orFPZRRC2L2Ua2piuFdT/f5EitgH1xzXRWcpnsbeZuskSscepANcro3hi2v7S4u51kSaSMNbm1fMmNxRhLF1KhuvcAVv6CGXQbJJHR3SPYzIcjKkg4z9K68I/ea8j5DiSFJUUoScnGT/FdPmaVFFFegfFsUUtIKWgTClpKWkQwpRSUooJCiiiglmJSikpRVn6MwooooJF70Ud6KCGKKKBRQSFLSUUEMWiloNBLEooqCSaOQXECNavLHGGeK4l8tdpzye5GASQOeKmc1CLkxwg5uyMyHxJBp9/b6vaXD3haV4jYWpGZY1BG9y38IOcAcE85wKoa14l0tNBuLHTNMkt7cSfa5zcuHmkkY8gHnadxAyOCOlZOrSWF1q8slpEkNg7qIlCeWvTAbA5AzyB+da15p2lyaA8sYsbV4IWZkaQ/aFuxg7cnh0ZRkehxivElNyuz6yng6WH5KjT5na3k+ja8i/oevWFhFbWuoR3a3VhL9rtjbvgSK3Ekbc4wM5K4xwO9V9W16fU2njaKyNm1z9oAjg8sy4OAX5OSy9c81zaxXMCW091EyxSHzLeVWDLIpXkbvU5wQfSug8L3tjaa7bPqUamDlUlblYpMcOQeMDnk8CkpX0O14OjDnxSTk9Wv1/Es2Oo6b4e167S2UDRdU8qSO6liM20nqhB5Kn5k9V4qew1zRTa2drdWNxPbWU0lzYnzi3mvuPlqFGPlUevAPvW3DFBGi2bXejXsskMnmRxwZExb502xg4JdfvAdSoIxWTcaTpUHiNJTbWSyalau8NtKxWL7T2DDqiE9AOjZzV2seIqlKbaqRe3ftotPQ5QCTWrrcIJLiS8laVIN29mzyVJ43Y5zn0rTvmlj8L3Phu40q6S+dJYLcJgQks6uAE6M2RjcOlXb+3PhXxIk+mrEGaPz5Lc4ZI9/DxjuAccN15rO1bxCtsNHezge2OnMy2yXNwZvMLHLKTjhQCRnrjHpUJWPVrt16cPcvC1731uk7L8ilo/77VPDE00MUdw0M8NqHA2yAAiLcOv3sjPtT9cS7ttdl1QqUjuLkMtzbfdEyIA5TvwytjON3NVfDAkS7kvdLcAyJcRWaSPn7OQwZRuPseo55rqPEOmx3VnLbWEoFxG6TwWIUJHIG/doCepfqACR3NStTjVRUqsXLZrX9Q0C01iTWpNV1by7jWDYt9i/fI0MrABSrDswVgce5zUPje5kN1o2n3lxFLrMMLvcSwZVVOQVG09CeCD37cVFZabrd7bW8cmoJBPYSSQ2MC7BLczop34I43gYGT/DzWTBq4XQZtMaCfzLg+Y00kqkKQwAB6liMHHOADVPRFYelKddTUk7WTS6Lb8vxOl1LxlaXOk3MdnatBqdzHGlxMY9wkTH7zPfA6Z6k81i6PrWo6KGGmXLIJCq+UwDhj2wD9fxPWtnwUkws7u5sfsJukvIY7p7tuVtT1APReee+e+Ky9SsTd+KdStdFsLiSOKY/uY4gPLKn5uhxjPI5yaNdDqw/1anVq4bk0Wt3Zr+ux0NzouoXET6XdeKPNv7hfMm06RtwkXloxGvBQkrz6fSuWtpZ9PvY7mONEvbeUhVK78OOCCB97uMCtZ/GOreWXe2s47+KLY1/LBiWPByxZTwFxxj0rd0PR7Cwuo7u2cvNcBl017hgwd9u/wA0AD92pG4YIzjpWnoc1OvUwcZqvFPm2SS1+a6GfZ+JdNGjWNtqblraEPDNaC0V4Jwzfu+ScqQcHd04NGi6Bp91p1lcX9xdma+maFI7bH7hskhXPuAODijxdbySaZplxqVlbQancBoruG3AaIoOV568DGMccmk8LzLZafq+oT62bGzjUfa0jUFk6fvT7kDC7ec9qEZy9zCyr0Zcl2tPm9F5eZShi13SPE9xp+hl5b+IqI7mNQYZ0B3FXwTsPUYPU962xost7ZfbNbttQ1C++0xwSRQYWS1iJyM4/wBYvI3HOQOB0pY4/wCwbu6nu78/YdciaY6hGoiaJlG5QIv4iRjJx14rP1/XpraTTrfS9Vlv76C223t2p2BwwyocfdLFWOAOQaDnlVr1px9m9Xb3rWei7pd9Cs0dhoHi3yruaK7s7ZzukkU7Y2HQuMclTzgdeOa0/GGkslqNShhuL64m3TfJEFBt8DarkccEjDHBC5z0qvrMOmXGnTX6SRl4IYfstzHeebPcSKvMUoPJK9dw7VsalrlnPplzPfSzSx39sLZ9JZWTZPjJy2NwHbd0osXLEVak6dSCbktH5sqeDtV83T54ZNUt5tWJJs2uvmhUKvWPuFGSDzz1FYfiU2dnrKHR79bfUzCWnWxYlbWTgHYQM4Yk5B9asab4c0XUfD+nxavc34m1K4aKFot3Gz+FjjG3jAPAOabpupP4YvZNPngliaOcMiWjLwVRsI/YxsuMgcg0FwglXqSo6taOPe7s/kjI1K/v5p5bj/XzStvlmmfainGOVHcgdAK3tS8MWWn2dzPpouojaiO4keUYjkQ8gx7R/rAeMdsc1X0zS7K90e6vLnzA4kmYSxzAR2ZUZUMDy4YnAOKraPLr09lcadpEkgi8ovLbqygKGBzt3c5PPA5pHfVbnrSfKoOzTsl8iW58UajdacbF3jDsENxcoAJpWVgUY44B6D3xVmC+1CSxS81HS0udImX7OUsk8rGxi4lUD7hU9xgck1Yezs73wobmHTrSGO2tI5La7WXy/Mm+7LHJnocjgHrnioPDWpWi6P8AZNW1J7ZYYpopFRvLiuUmwNxHVXT1HAHOKZyVXRnRbpUdm0/T1KOp20Ov22q67DJJFM0peO1eIESiJFdwzDjdt3HPcD1qvBo2pRG7s/PFnDcrDPM7KH+0Rs+FbPoB2/CtPWJP+Eehubjw5E8DEnTL22mBKLJsBjlVjwAR82R1JqnrGu293bQ2wS5me4s5I5YWX5opxtIA7lQyl8erCs5WCjWrzSjTV4Pa9rq39bnItbyQ+INQ+yxCAwXbIrW67dp9u4U8nPYGuoj1WNPC0ds1reYkgaxUsSlsdrlxNH/eYngj29KoTJNaeIJpNVlCyatboLm7h5+zK2NxJ6Dcvyn0yfStfxDcqYItOhsmgtXjQhhIWSRYwVCR5HAQnlgPmJqI9Tp5vaTp0mr2d7p228/IsW3hKaaCzW61C1tbq7DG2tZkJeQBQT9GyRkdhzzVaDR7W58MajdNAzX1rJKhuYJciHZt2qQD8wbLYI6Yq7H4l1GxSAXumQyXtrEfs08yGOSFGXA2g8f8C781kaBYJqd3qN1q01zKks8MRFouN08gO1sDjCjoTxyc1q0tialXFqLqVpWjdO6t3206epFd6rf+KLqzkkjV3C+RCkXRueWx2Jx19BVqWPxL4S81Xie0tbmJWaUHzMvk7drDhGGCc9806x8L3VrqMGpeVYxiyvvJgmuZzEszIcBVPBbJyB7j0rotSnvfJ1OOzF/BPqEgQpqLruWQ9IYUyQSRk7icAYpJdWKtjYpwoU0nDqvn17HNXeqJpskdtoytd6jcKJrvUHt2ZGPVgFIwAAc/h71taULyeyW9fULS+bVSUFhc5RpTDztjdejYGdvSp9DvU0vSF0O5kutJ1HzPtEU0KGcXPP3sAEFexHtVO78VwWWsX76Y1rqMAJuTG7Fja3CqQxjxwATzjvTS6nLUlOcpUacbt6puzul52/IqWVzrGpDVpbO+S0nlnJFqVxMJT8xWNv4Gwv8AwIg8ZrZ8Mztc+HrWV2LO27cx6k7jnPvWB4a+3+fda5pkVrefKrTWryY8wZ8weWD0ZTlgTk9RW34VmFxoYmX7sk8rjtwXJ/rW+F/i/I8niWP+yySUUk47b7bP8zbooor0z8+YopaQUtAmFLSUtIhhSikpRQSFFFFBLMSlFJSirP0ZhRRRQSL3oo70UEMUUUCigkKKKWghi0GkooJYda424sbjXNYsbnUJ0XSpb/7PGE+/CoJG5SOcsVx7ZGa7Ida8yvpdT0aa7ht7maznkk8x8ABmwxKsM9Ae2OtcGOm0kuh6uV0PaubT95JWO3ubHSNLs4fEdrp8kUcE7xuZt0klwpDISo+6uck7z/d4FYsXhrVJtBgu4dOaW1MQEaiQPIUz8oAHXjnr0o13Utb1TRbOczQXWliNHnECsrCUggszHj2IB4PYZzV3QPENrDp9lJfW1/nT43ghmtofkljl/wCWTKMAcfMWHJwea4FZ6HrUqlehTdSHvSvZ33t0MuHVdPvDEmss6skZRpkbbFMueCyKOGHYgdq09A0fS9Ssbe5Rr2UbnaeYPH5UBRuFlXsrKN27oc4rl8Cz1dbh4x5NrIiiKNsjk7ioJ6kDGAeorcdNCsLq2vpkjlgvozOVZWWHyzlMEKc/f+bBGMZHas1o9TqxCaX7m8b9tb91uW9atEsb20uLayg05jK7yWkeJY5CrZRt2cgMpBKjHHSq+r6hpOpsJfsEIjhbzbkSSAJLH12YUDGDwpHPQHmrN5oEJvNLWG1h027vv3V1HDcCSMFVLBl53bio+XjByMnNU08O6cbq9tbaW8a4trgPFbEIZFRgGLFWIDEbu+NtXcxozoezi53cknrrtexsxeGNMvZDqK2ct/pEqA2cqTmJ4CCNySscbQoyMHI4xxU+g29nNBeadE9lcefcTRytIP3ksarmGSIdAATkk+mK5mKaK01qWxnvBdRYZUEcxSK65BaNjyF4+9jOSKvaPdWWla5Ii3kj6TKr2z3KADZGeQScEhVJ4Ix2zVKSZFTD1HGSU29E1pbb9TnNG0+RdelsZ5XeayWV1aDhhMD8sgHfqD9Kv6HrWoXaW2j29tDeXUzsjvO+DNGSWaFz/CpJLZBzmsuBkurzUpoGmt2iluWaeL5eMYRCe6kDJx610Gp3Fjo8OmtJpwEIlNpFHA2Jp7d4V3MvqfMON2fYVkr8zQpTg6S5o3v+Zas/FEemxPBqOnMdZguJxayxr8qSOuGZgThiAMcj7oGKzdA8O3+uyvFaqiJFjfLICFUnHAx0O0lh2xxRrWgat/aqXlxbxlr+Uxxx2spfy3ZV+Vj1U4BHrwe1a2n2Njovhu60bXpn0hZJ0vGeNyWniB27C4J3YOQU6gc1e+5Xt1h6Up4e3NK3X9NTLs/DuoT+IpdImmEErRuTIwYQi3X5gSB1DYDZPQ/Suhgt9NsvDGqXtlcXd/p0lwqTpJIYJUdXG1kYdTg53HtjisPVfErXHiY6hpjQqLb9xbsmWEsakhWcZ+Yc8DpW5pWrXXiVLj7fbQ6gLRYv9AjCqk8pYgzk8fMO6DrimmicVTrunGc/gsnJdW7/APDehzWvaxNq2sy6jfqbWKQoUa3HmKzLwqMW+6R1GeCaigstSa5MVla77p8qqRXG5wvViM/ec5+YnA9BitjUdDnOo6lLotm0+mW77G8s5QELl1GT84U5yRx2rd8IaZDZz6VqUK3VxLcwOxkiZfs0AI4STByMjBGe/FNal1p4enR54NvSyXVeT8jlTa37XUen3Ed2mpsgijiunBkAP3Bnptz0rVtNV1HwnKtjq9tG1pfRP5truV43kC8gOO+cgjsKTXNZt72ys7eyv7y6ktbhpvtUyCNycfKQeuVOfp6VZ8Oasn9obLyO1EiwSiyDRrHbrK2Sxb0dznLdMZ4pl1frE8KpzprlS1Wz30aKesa5JrM0NrFatBaW+37PbBd8qHHOO4B/u+gBqzfeCtQstGa/aSB2dcSxrkbEP+1/GcnHHY1Y8T3SRRaJfT3Wmtq29bm4exjYCQ/3g4Odu3gDqxH4V015PY6dFqesT3P2i3vIo4mgCngt9xXAPyk57AEA5OcU+pyyxlSFKmqEeVPpvd38zN1GSHS9StNSureR3sZVtQsMICwbocFI2OPMTPJY8jpWX4outMlstNEWqw6lqMZZJbgKQxi5IHoADxjv61zT3l7dbIL65mmNsh8oyOWVIz3B9R91ifQetdl4esLIeG7O+aGyninmeS/F2cmJVUgtGOuNoyR3HNF7lexhg4wxFRtyTasv1MPSNfutIiW3jt4rlGmEsYmJJikxhSnOAATkjvz61c1jw+LJdSuUnuZZ7ZkkuU+zeVDIZTkuhzgIPYnmo9I0bT7211TVLqfzdJsnlULbnG9Byrq3QgDnaD2FQa/Y28drYfZtQN1ot5GHt7KaZ2Krjl8HjGeevB6UGs6tOeLTw7tJ76aPrYoWljNqJuXsrc3X2U/vzGwby8jIBwefwzV+zGsWuktqOm3VpE0LPdi1uot7yiMbGkXupUtg96veDLqWPQLXSrfUI9PuLK+3yZ2j7VDjJ28HtztPU55pniP7Vafbo7W8i/s67u3intIG3tCxG4h3b5gX6sopeZnUxdbFzeFkkrv+vmQT+GpY7GJ4r+6e7MMVzc28cO+3uWdseapzkEbuRzyDipB4UE0F/G8sF1IqErc28p2RIuRINuPmfIAK9g3tWHc+KdSbQ57CbU8Wdu/ksAg3IqEDGRzg8H1yBg12Gga/PrTxRv8AZtMkhuUuZU3eUbmLDeYxTouSVJBPXk0OzMp/XMNBpSur3313/I5fUdU1fVdPsdMvrfzHwJoV24kuEYYXp22hgO/HrW34iZY/GXhuSdIcRsQrIx4hLL5TOOowcgk9cVm6fq8F1r+iqYVtEtjNDbmQmV5GbIRSezdBu7Hmr/ivTHuEs7S9gkN3fXEMVxdQ4dfMEZVgB1BxgAdDtJqehtXly1YQnHl0bsvO/wDVjnLnUbm61e7ubmJJ0t5VjllSPEXliYMMjvnaQueCDzU9/ep4kimurCKUWllPJcvPdSb5lmbGIkOBt45C9OPaptYW7ma7jsxbMkk8FlLBF/rdqD90S3TY2Cc/7PNU7KCQaxBa3E8Mtu90I5k3Mq56blx95uoBx+NRs7HRRhGpD2ytePSzbt6d/kWrq/l1rULOC6EEM0kgR2hJJAZtxBJJyc/QZJq5bPer4ouYPD8qWSyrulSNg8KBVy3TOce3Oa37PRbd96nS9PW6jZhZQNMrPJH0Dsc/M5wRkccfWs3XtPKaXDqWmWlrY3lnPsvbi0l/1Lf3Qq/KW5AZjwPeqs7mSxtKUo04RsmrJPVXb0bXqLZ2utWej3AtPsd4YJ1uDJcYm8tduQ67/unnOMAjBJrJWwgsryS38R6YuoPcIJvtQuCzjdzlTkA7uobqCOlXrzUru6063vNL1C8n1CJt5V9iozAYfKADc4zgAbtw+lYNnfavr8zefHcX10mI96oMxgsdqSAABDnOOv4U21fQmgueTVdpJuz0s7rbXsbmix6rczyatDco9xagw+XeSlnnUqSYgR1O0Z4xzzWboOr2WqeLrC81GG2igvLldtuCdqMvAYY7AgD5vvFiT0q8sM2l+F9X+2OLW7MUk0UTw7nh2AI53A4VmBAAHzYyawoNOxYXlwlvEsMUCyXMLkGN84CFG7MSR05PpTuU4xrVJ8slZe6mtNH+ep1t9qF1beLDDa6Kkt4kZWa1hi+VCkjGCVdvRsEkg8EGrHhZZV0YrOhSYXEwdSMYbec/rmsjwnNYixuLWTUJrXUJr0PJdqfmmjiUOyMx/hJyuK6u21C21WI31nvFvKxKB4vLKj0xXRhV+8v5HzXEKdLCey5NmrvXWyf9Inooor0z4RiilpBS0CYUtJS0iGFKKSlFBIUUUUEsxKUUlKKs/RmFFFFBIveijvRQQxRRQKKCQpaSloIYUUUUEsK4TV4xda7Bb668lnBEGitrqKPKyR56N7gEDPY9RXd1geILE3V1pqzpE2mtdKbnzCBsOCA24kbQehI9BXHjafNBS7Hfl1b2dS3c5SXSwEtbaK9dtOupHMMpJUBueODgucEc8A49a7jQ7zU5bYWV2+7TUt3tCZYxDFM5X90CQcrJ/AyA+471jXPhu+vLiOxtrBmitXM8tjbSeYsLsRtweByBux1z1xmte81Sy0O1EGhzxxl7zznALkOoGG80OPldmHRe2cGvMhFo9eopV1GNPWT/AA832ucvpnhua11GWDWNCusQ4SSO3AJkY8hWfPy/Lkhu+3FZbwfZLMmVXW1cyCGWQ8SKrcjGe2Rx7+9d3BqmvXSPrFnp0FvaIzpNMzM4fvuk7hQehAO0dc1XXTzBbW9lNpmnXEF3KIBqAuVKOQDIWRD92U9N2cEAZpOHY6oYqpRleaTb0sntvfyv1MzSLbS9X87UXa/a6SaKNIbQbZY9y4y/9xQRw3TjHepre2sb7UruTVZftclteLBc3aMVfy3XYsjY6hSADjv1zW7e+GbSDSmgaY6ffXeVtCzEvLNjcUmccMcfLj7uQCvNQ+ELkvokmnC0me4j3LPttw+0uPl2MOknBznOB6U0rOxzSxHPTlUi9mkulkcLaWVnc+IZ7Wa9ZI4fMMLvGCWWI4IAHQnk8ZzitLQdbj03xQkkkcrQWryLKoVdzREbVJHQjkEj8a2oTqmo293ekWslvpTAi1UKrRAcDyiBlX68kkE561zr6Bc63eW0umiO5lhhaWWBpNtxKo9zwzAY6cGpcWtjt9pKMZRqfDs7a2v/AMAj1awWyudTt7TUzf27vHILlVCiQswzv+hbGF6/hUMmm6iZp9oe6i0ZlZjIcCNNwb5UbkA+lJdxxx2zK83mRLEZYpB+7YMOAHXsQf4T9a0fD9pqtzY3aLas011tWKa5uPLJcoQfdyR0HTpmoesrluMaVOyd46as1rXxP9p1u3k03Tr1POuZL27ESCWWeTZtPlk8IAPlJHTqKsw3On/21a6JBA1lBp8Uz2/9pN8pumAKu+772MnGev0NVNG1OzuYLbR0OoW7PZ+RK9uhJtnDAYjK84Zhlm9cU6Swj8Y6nc6nJevZ2SzJZj7WA7btpxtPQjcPu/e5rS7aPN9nSjNucXGKVr+uzLGpSaBNDMr3dh56RrFElpbbWa8XG6UFeDEw6A8A+9cXpe+8S3giXMiYiG1iN0xY/Lu7ADv6mug0XQJrnxWNLljhlW2mxcokwj3RA4O09yOpA5Fa+nabpWkQJrWkvqF2NKlJuIX2orqWYOzE9PdeTgD1oSudDqU8LJU4TctL6+drLyHx3k/hvTrK01fSZ0v7TeNMnVgYQWBOGAI3EAnPXOap6F4ci1OxElxq8dl9qla3t4VYjz5Ry29QfTovXv0q9r93ZJ4antk1aHVJZr15LZyxeRIt2WRCfuMOBnoV6VmaL4mk0nT3s7m0t7xxOLm2Vh8lvLngD14z82ck+wq9E9SKSrToynShaUnr8vXzKV5byWFxPbXJVZLZirkHcoI/mK6KLTNHv9IRDFaWzvZCQutyTdpcE/KrKQdyt1HHA9RWfb6sn/CXJq9280UHnF2d8SNEhGNrcfMoHBHXHSul1DV4bSN767lsLu4tb9X01rOMLI6FPuOP4cKcbuRjGKaS3NcyrYhunSs+ayd0+vbscTqOg32iWo+0WUMsd0TGzG8DtIw6qDj5cdR0ArX1Hwqun2l3NFqFxJe2sMctwhtiIZVcgeYpBwxQDBPQHPSk1DXNMuri0sU0trLTpLpry4/jbcCchcdVIIYr9QKsPat4pvG0qx1QWunR2iPdPYFharKp+YIh7EdQ2Ae2SKWhhUq4iKi6i5eXV6aaNWXqbnhu4d/D1nBo5tBLFcH+01uIhlkP3jjknI5yOCV9M1iyXGgLruqBookt55UkW4ts3PnxnO9V5HlsxOcjpjFZep6WdOv/AD471Lq3udzWV3BJgeWvBX5T94fxeuafoFvBe3l35mny3ccVq0tvarIInuXyB8g6rtznJ+uKafQuWGpcksU5NxlrZb79fQboGo3elXbWmjwNfWtxI4ltnAlMqryRjoCV4Y4OOBTtW1/UNckSwkszbxQkpFbRQnBmAJYYxuXapAx04NWFW28LeJr+wN3Pa2f2U28Rhx5lrvUMGBPLPnjd05zWnLe2MOp2fi21ZmLsluyeeA8qFcMzAjKOpHz46jkGglycK0asKe6TT7uxDe3ttJ4Vawnm8qeO1giXTpYNk8Uyt/r93BYY6Y4Gaw9R8Qz6w8MOoQILS1kWS5kt0KNI7EKWcjowTjd3zW/qNzpms6vpunzapb300l5umuVQQsLUg7F3kc4b5cD8etSzXejeG2meFnsYJJZfOtZ7Ys1wsamPylYg4Qt8wbnJPpQzOjVpwivcbqXb9Oj8/M17bT7WzTCQWNzd+TJ9ljSMLHcxjDKhHO4rhfnzk81yupaLaT+MnsbmVLCK7tjfCISKWVv+WiFm+UcknHQgVz2m6beXWif2tazpH5BdbeJpGWVygy3l+mzNdBePY32l6Npssf2qOG4jee28smaDajed52RuwzMCT0AFTe+jGoSw0m6NTmbun5ddblLSZLJdJ8RETRSyQYAf7sgUKTE8Iz97eAT6Cr1xdf2v4UguZNScXdmguZ5RkmCSPdtz/tNk8/TtTZE0LVdVggijS403ToGkMdrHtY5ZUWBT95/my270Nc74n8vQ9JntbEPcXWoxSoZFYsqQCX5CBjnhSu72pIupUjUvN35731S7Wt81qdBoWnxa1orMt6RGJCkZQKrO2C3mXGeTGGLKpHrk1Holto8mnzXWpxQTXEbkFJbgxqkG3/WLjk7T378AVnRQafL4eDW8D3F1EITcXO8nyQ45Vh90qx4GPfOMUsWoyWdm+m2VvBa3sweGO6nhI3BvvAtkptCjjIwOvWhG1prDy9nJ2vttbv8AJlZ7qzt72KSC6mIhKvZiaM+aUBypwOi5ycDt161a1fxffa3bR6barawRM5mmNqhTcfVs+pyc9+nasi3SXVNbh05JzOLqVY3uo8ReYijHy7uABzyetdpNoGhJY6pDBYz2z6XEm+7fIa7TdkjA4bI4BHt0qdXsbVa1KEqftI3eltNUv8zm7TWRplpDC9rHeyJMTbS+aVNp8uAAO4OST7103hl7V9Fe3t9VNvLHdRvdTSBU5wcLG2fm55547ViazrOlS6tZpAokgtGE4CW6xFkPCwqvcLznd13Gp7jQtd8ZWkN8NOtltUDeQFZA2wnPA4BxjaB2x+NNb2M68IVKd2uTmd22/wAP1IL28vNe/tW2sbQvpUM7TbIIjtO8EeY2fmJJB/Go545Y9EtikhFtNc7dhA+ZokwrHuep9vXmtnS/EVrpGjWxs7/zbuKOXzLNcqglduSz4wcAdOxHGc1l6ZbXGualpummWGC3RXSDcMyRg/M5yeHZjyAarQ2oycU3yWpxe/VpXd/vS1K1tAuVgjUFpZMjd0LMfX6132k2sllpVtbTFTLGmHK9N3U1zT6Bd28UWp2DG7tIwswMiGGUYYAqydQTzj1xzXY967cFFavqfJ8YY9VoUqdJ3i7vzv8A0xaKKK7z4JiilpBS0CYUtJS0iGFKKSlFBIUUUUEsxKUUlKKs/RmFFFFBIveijvRQQxRRQKKCQpaSloIYUUUUEsgnv7GymgW/ufs0cpIEmwsAQM9BWdr0+g32iW0K6jZSXMatcy3Tjyz5WfubDk7zkAAdxk1jXNtdpqcgnlOoAXeShbJgiI37cY5yoP5AZrTvJtPj1JmtdKs7Z5AJ4zMeZYlPytsIzACTnGdxx0rycRWlNtPZHuYfDwpQhUi25PXTb+rDYb6PSNHlVtORLG4hVDYKxRpCSSju4+bzRgZI4NS2niUSXeo6lPp8Y1GeNBbSOfOjh2gAKcgHBxnOOKxL2S4u9bu5rt2kdUSNTjCgdSFHpnv1qRAABiuJ1Wtjr9hB+93/AOHN691vTtPmT+zbR5Y4oZRby72VYTKP3i7SODu5yc/LxWfoNjCkp0/VdKs57i6UfZWkV2G1RlxtU5yR0KjtVdW2nOSOMcUKVBGDjb0K8MPoeooVW+6NFCMabhG93u7u7fc1iLbS9JuW0i5uoCtwEeC5lDSzYzgbHGUwCCrD9DUWnaloH9iyR/aHto5VlW5hmid3a4P3WUqRyD1Dckc5qjPCt7KJbh5pZwoXzmkO4gdBn0FTWSHTLqW6t0SaaWMRMZ1BYAHIYH+92yc8cU1UiDpwdPVtyvfezflfyK9tDPZaDJrJdY4FjeC4iQF/4doc44YBmBA68n0rRm1vTrnwrHawXbx3EVtAlvaLEY5LVl4kbzR65yc8YI71i3istzdXgSSJZpQ7xRSHy41LcgKeMDk10Omyjw2LrSTNBF9qCyWN/cQ/umQceXMDyMj5Tj2PpWkZJ7FYjXlqP3pXvbrpbfe/5nCa7eve38N3NgAyC0vZsA/aApBEhA/ix8pI64rdtdf020WKbM17e2BcWseDsnLdXOOwHHqMVpap4fiuLy7vLIQS2cKBbhrYjbBNty/lr1EY2kc8/Nnmuf8ACm+xvbp/OgtJ3ijkglulIjFuXy7rzyduAB3zWcr3LvRnTbSemtu1+hpeC/MuBqUNpqKWN9JJDMs7YB8oMSyA9gSQPTp3p7+KbC3vtVR9Mju9FluftEMD4jETqPvAHgZYZPcnmo7DRtK1yO4uZpZvP1C5uBZSO/yosY3FpQBjjrgdRgYzVHTJE0HXg+pWzt5luVjWaISpGWUFJthxlcDpnOPemrpESVCrOpK13Ze6bcVxdadPa+LRI+orqTBJ4oY/K3ySAFRF13Kp+Ujg7l560/xPr2qIp0xNHjsDc+YJnmdJIpYzwC23rMCOcdMc1j6bp1zqOtzf8I/KGjs5Tc2/msYUG5gSFVj8uW6AnkVS1zUZtQvngns4NOS0WR1toSdu8vl2XPJd3wD6Ae9UmYype/C9m1v0aXRf8GxLHouqTWLazaWUrab9kctcEAAlH646nJz0rtxqennw/doPsC6U+ngxw2zK88MhPK467QzZx/D6+jdN1m21mLTL+11iG2nswp1G0uSsbSD7uWUYRSXP4D3Nc3e2unXPjqSBiZLG4uxGxgVYSnZlHQYU8bh1HvVbbDp1JYuT9rpy3enlbT18zPhk8tYnKiUxsrMpBZTtIznHv36VreKdftdRaFrB5fP85lWW6wphaQAhAMAGJQCwPrxXXBoNNs7+8+yx+HbsXS2zvMgkSaOMggIOjbkHHHUnvXM2ui6Rq2s6zcDUIrWwtFd2byzIHtWO49R0Dfj1FCRrPGRxL9tyuKgt9eultOphxKbXU7O5ELyWlhhyPvNcOeo/IHPua6WTxBp8VxbappYtbme4WaL7PEGhjaFl+VZVHDOhJBx2z0qnaeD4Yr9hM0sEZlEcb6a+/qu9ZJFJwqbccdTnjpW5P4Q0WK2t7a50+5kub7asl5Zudscig4kGeVD5w2B0zTsc+JxFCU09Zd1fRnM6vrlpqEumQW9pbWVpbwCCLywAFc8kcdEPO3371p6ZoA1Cxsrr7ZeQXF7LJHE1vDuWHaDlXYHIL4wOlXNLj063gj0LVrnTrY27yRX8UgGZ0JBRoZOCqocfL1HeuTXUUtby8gsr26h3u6SBQ6b4wxC7z0xjvnmi51UZyqU3QovkSel9U0/P8TZ0S9sLaOe3vp7WLUrmVRHJfwtKrwrjzY9wyV4GPapYNJ0vUtR1vU5bwW2kWzbvtIh8oAv0AXPAXg+jZ7VnXHhu5GnvqIvnZ/s8Ujafan/SIYmYgN33Ann/APVUOh6tdaNLdymzN3ZzwGKezuZRLJLjOOcYAGc7eScYo8iJublUqYdvmemltLWuTazpw0TVLWa1uC8JX7XYXAILbDgZbjGc8+lT2uuvq+vaXba1EmqBvNhjjl+QO7HJO7pkHAx0Areh0uHxRDaX+qXZgefAsLS3YeWiKBuKg9SxU/KenINR+KrX7RoupLcWljHY2kkS6W8EmyWOYffx6Y4G3qcVNjOWMjVjGk1eps5beW/5mTcRjw3o0pjmuJC1ykol2bI5gWIMUW7LKyopywPOec1QsfFaL4ju7x7O48u7gUoLZyZwISCAz4+YHaN57ipY9KGoywXUtxdXmmtCbhraGQvMZAQjx7f4WLMDnoBWdp9/c+HPEWpWukxC+YZSJ8ElkQ53rt6jPDD86l7msaVNxlFu8+vRb7X76Fee81HwxfSSR3SDUrizZ5iUxsaTLYXHUjggjHNWLvw5MNQTS/7QkWSa3hgWa4YkEY3TqAOSFOBgdNxPSpPsM8OkXWjG1EOpTXUJVJuJAoJO9W5AVecn3pNR1/WZJRZXaSQ3vlbnYBQTG+FURH+ESYJcnrntRHTcK0HOSjBq+3rotfzOi8I3UGg+E7S9uNRSO0jW932ca4+05cKGVj0A6Af7XFcRozarcXt9Hp9pcyQC0dZLZpd8kcbHAKA8kj0HUZzV660TVtR8Rnw4boGz01Q+xj5dvCWAJY57ZOAeea6rTLSfSb//AEy70u2mt4UgO995uogN+4DqWC5UEEA89cU9Xoc9o0VKUWm29O9ujsZSR219paaYFFrJYAwiyVPOeWUqCZB5YzvB7H5W6dRVq/GpabfLpetXt1c6dcIrKy4CmQkYLkjIAbqM5GMVPq2rQW1nFDo1zYwXcsuILnTiyMluo5EuRy56BfbNaUc91J4ctpv3cVo1usd0xBKojSEPJgfL53RunHUnnFXZLQpVKkEpuL5ZPZ7p+XYwdItVmn1DQ75rZfsxKyrGyLLcSFs+YJG4XAHA9DVy31i3sG03SbmP+077TZiLOezuFELyvnCsCBgqPXPQ+tTa9eR6Ze6LfWtusl7bh1+0GMeTcwE9scM7cEnqM1WvLzStftktTb3a6jJcJ5Mk/ljyQTlollGPl9GIzk0rJbB7OtXSqTi+R3fo1pdrc51LG3sda8nX40muTch7zaASVY5LNjIUc847eldTb6LptxLd3buDFp1qbm4TSpGZCckqI2PIJUA8HO6oZo75PFUGnwX6xs4WKS7CBbiVOSEkPQyDBUdicc0/SJLRfEepRWOsCGaKNUtbi4+RJn6yQyYXaSp4JHNKK1NMRVcaceWXK3HRK+quaq/bptQjtbsSXUCoL21vpnwyRyj/AFJT+IhRy/bNa1YWhQg32pXU2rxancSSlVkjYkRxZyqgHoM5/IVu16eGjaHN3PzzOZuWJcP5fl6i0UUV0nisUUtIKWgTClpKWkQwpRSUooJCiiiglmJSikpRVn6MwooooJF70Ud6KCGKKKBRQSFLSUUEMWiloNBLMrV4QsM10tx5Txxb8KAGIVgzkHudoxj0JrlNanNrdabf2Tbrsx/aWIBOWzuViO/y5H0rstV0+HUrMQ3Cs8ayLLtXq2052/j0/GuL3HXPIuzbusjHyHjRjhZMnoe4I79BjFeRjIck79z3cunz0uXsFk7y+YWkLIWLLxhVLfM20dgSa0Y0yMCqlrZS2M81rLCYzG/K9RuI5we/ati2hB7V57OyUuxGtuxHFSLZt3rUitQcDFXo7NCcEUiOc5/7K6twDTjE64ODXTrYoSPlpW01W/hFAe0OYwGBV1BBGCD3qnqSTzxQq11cSxwtlIXfcFB+8ATyCRx7V1kmkAZOKwdSs3g55xTV1sVTq2kpLdDPC+qaHqLSvpsCRzsXb+x2YmZXRCgaJzgMu0klT15rnfC1rDf30Nne2Ud2lufssQG4oHO5mkY9QAF6D8K5nSfLjimujc+QyPugKNtdmViWwRyMDHNaenz6klpqV/EZEtrpvJup1HyfMchMn+P6djW0nsXQpScW+bWVlf8Ar8DqNBvtT0Tw1BqIFre2gutzK6sJLcFyp8vsM4Pyj5uQTWdrOqWWoS2kVjNcvDYwtHuvSBOzM5c7vz/wqxoegWup6M0tzqEkPmah5FnbKC0aXLL8jOB7enYe9O8KadBJ4weC4tPtpRLhNsqA/MODJIxOQeOo+7nAHenutQhJUq0pxXNKF2+mlvzH+FYvtct/BNbxy6W0Cy3Zm3IE8tsq6nvg9V7il8U6U4kXWFlt9Qs9QnB3wuyGGZgcEFugOAASeScV1d62qPo51iW3aPUdNR/IUyCOJ4/4mkTow7bM84GDzXHa3r//AAkFrFpn2GK3tUxJBFErbtu3BAA4I3fN0ytPRKzIhUrYqs68Eop6PVfc7hY+H31ixjma9t/MaWSC3gu0zLLKq7tgPQ5HftjmsqKFJJWlYnbJEsUcYP8Aq1Bz/wB9buePQVraN4gvdHkaKNYJQ0oLJcKfkmxtLqf+WZ55/WtdfCFofs1nPqu3W5LczR2rEGJ5snMm4D5129AOnXmlbsd06rw87V9Yu3La22zv6GMdW1O9tTDfXzyKdizK3Ku8fCv65Iwc963NC0vWoxDf2LW6yTb/AC7O4kKm6VV5JXjcuTwPfPSuYjcZCBW3F/LClSWZug46k+1dRomtyLpaJLox1WDTZDJbTjJ+yybcqGPXHUk9hVRd2a46LpYdRopea01Xp9xNpd3fTXupX97fwabFaKlpdxmHcOM+WNvcKcjI5wB2zVPXbvWdD1i5tI9ZmaK6jWQMAqCTeuAygdG46jjvip9HR7tr7UbbUGtbq+uZLWGKSMXKSFU3lJGYcdsN2HFZlnpeo+KNVvL4bFYxMTNOSYopB1jVj0VhkkDp1HpVM86moxruclHkjZPTb/PXzM6CKW6v5SySTXD3JEO47nkLqAxH+8R19q6CK+1Hw7E+l6lp9x9nula5WFQjtcgDaYTnohBBJHII4qnqGnXHhrUIGldJUQiWCZXKJKVALDI5XHQ/Wtq71zTddENvDcXs41O7glkULsWNRjcqFugPBA4zzk5qYnVi5KUIxpR5oPVtb6flYTwdqzXUkVk7W7SR22y0l8rMkhXLKHc/dEXYHr3qp4shlhfS7m6RINUltgL2MOpWMr90hF6dSxI4PStLVdC065h1cW2mT6ddaY+co28XKEbt4GefTr8o9ah0XT9P1TS9LbU7XULy51G5aNbkEnyUT5ipbPyxt07E5q76WPPpVKNOaxULpXs16p+dreRdsZ9I0awsLW8naOe2M1zbLK4ZZTj74KjiJjyuTuOcVw11djU9ciudRlljt57tZWXzcrahiASoHtxXT6b4b05Y9SvNWEosoZ3hi8s4j2gn5kc8tt+7ggYI71p6VoraZGlm8VjcWu+YajNj986hd8RAPX5T0HTrSauEK2GoczTcpPr+q31MHXi8Op2txpaW1nqMrTQOmlTAkqGHlhsdWPGRwM4qhbQnw1NIdWAWK/geFZbadWeFgcs3HIbOF47k5rEjujYagk9h8pjk82JYlJ3xA4Hlg8llB+6eSCa6LUEXX59KtG2aVM1wUntI4SqorLlZQT3KgLz07is/M7OVU0qL1jb3n17r7jVs9TiTTbeaO5tY9NW2Yst5KDPuRfkQnrkdf6c1xmq6jAbTVEkjui941u9jbTndKcgsZd44KEs2F7ccU/xPpllaJaC00u5s7poWmkgZhIY484VpME7XPB7DBp1ze6Rqnifw+iSq9vDEFneQFIwETIXgZAyCWI9aV90zBUYQUasLtX+aXT1HaFrp0bS7oXKpqF3qDZuhdfOu1RtjTI5O3ljnjpitCK/j1GS9+yeHBLPeQwxO0DkRxhTxsDD5F6enFW9DjttEkbxDIbW305hMLa3bMrTOAMFTjoHxgtyQRxWZbXtzcaelowMUTuZrhFbPnzE5Luf0Cjge9Dla1yuWmpNwjfbXVa7v1tY7DQNF05bCJrnSLi/u5ZTbXcco2Na8g7Sv05DDqOh5rG8QyvYah/YOnBJ7GMeUrWybpipJcxNj7yg8nHPAz0ptjL9imWeH5ZQgQ8kqyjopGe3Y9R2p9vO9ndRXlpL9nvIy3+kBQ7yA/wDPTP3z/tcH3o9rEiKqe2dSb5uqvtfpprsLaWEOnGaz8Q6fe20Uzg2wVS6+eB/Cg4LEHr05o8jRLTxTawXmnT2+jyoVcSuHQSDswXOADwyE8HnpVifVriXTJrIPsSZ98rmZ2yc5ygJ/d888His65e8v7dILjVZWiRtwUQrksfvE9Mkg4JqvaQNk6tSTnOXLfRpN/eka2s6A91BHe3MsdlAkv2WOWKXz4TCT8kynO5cn5SDnnpgVJqlheNoEWnmOzWyAQpeNKFtoQhwGHy7kkkJ5znkVgGwsDpgtPs0glQkpcrcMCBnIQp90ryfetiLWbhrO1t5/tTXqDZ9ptplRc4/hjYFSSAAd2emRihVIs5ZqrFQUZc3K3a6t899f60KGk21ro+sXA1EQWF/EyxiWSNpOM/vAAhxuK4w2K6CTXrFNVWyJlVXwI55I2RXb+7yMg+/Q1ztqsseoy3Mcdy15uLnVRIWlTaOOCdpXHBJ7VZt5Zru6bT7iWKf7SDGWVyFGcsdh7ZzkjHNa068qfwnLmOX0cdN1Jr3rWunbXulbb1OtorE0O+MYh0u5uVuZkiLQ3SnK3CKdpPqHHAZTyK269WnUU48yPzvFYeeHqunPdfj5iilpBS1ZzMKWkpaRDClFJSigkKKKKCWYlKKSlFWfozCiiigkXvRR3ooIYoooFFBIUUUUEMdQaKDQSxpAIIIyCMEVw2taa/hm3W9s2PlxSFYmYkiNH+8j9tvoff1ruqZLFHPC8MyLJG6lWRhkMD2NY16EasbPc3w+JlQldarqu5wWjahHqZmmj3hUEamNmLbMAjqeucda6a1AGCRxVSLw1ZaGJDYeasc7KDE7bguM4wTz36VqQRAYDV4Vam6c+WR7MK0asVKJpW6AhTWhGoFVYQABgVZQ81ixssoKnVM1FH0qynIpolsb5Yx0rF1y3VrGdu6ox/IVuscVja+xTRdQkHJW1lP/AI6aYovU8PtJVt7KOe0EXnQw7GkdTiTfkFwD3AyAPqa9GsLeT/hDGEs1stlb6SEjIAkKT4LMSOBv2kDPXn2rzm2Eq2NokkQisPtKRvcM3zdiAfQKGPNdneaXpF1cyW8d7FDo9nbtLeJZzbwMviNlB4aRvl3cYHSt76m6iuWLk9Vrf0/zMrTda1PTLOSKwnMZmVN2E3MvOWKk/cYjAz7DpU2l6cmt6sljPcyxrcb2Z4wTJK33iq4/ibnrxW6s1t4TfUdPnklmupf30KpH8lxG0eESY9lBJJC+nWuf0rTr67WN42jtvIdYXkeUriV8LGEcckkn8utKzPSVany1JcvKpJWlY2vE9xqsVtpaHVb/AOy6gjg21zbpHLEigKFk2/eGQDjj1BqDwhe20HiW3aZ41eVGit2Kl9s7cKUI7HoT6cHFYsDu91H/AGgsm9J/IufNduRGcN8w5xjsvPavStRihurK8SS0sf8AhHzab7O5Urbu0x52h/4MkAg9zwaq92clZxoUFTV5Ke7Wi8vmYPi+3llsNJn1C28vV5kaK58oKsYAyTlQScn7wbkY70af40sY4LS51KxSfUIRtguQg/1YXCY9GY8Er0GDXGi4M8aRXjXCARpGVnyDKB0Qt2Qemea9B8PPFN4btobW306aZLlzqEFyAWkjxhnjHb5cZI4wO1K+tx1acaWFiqseZJ+jV/0OY0PV/wCy9bub68mupGuo5EaTepkgLHJkXj5ivr1rsj4jtLawtbu7GsvbQiOeS8itBEl2P9X86j+Dncc9TnHFYN3BoVjcXOjS3UUSREu07wiRpmZcoquP9WYzgEchl69a39P8TaZcpHqk+rSW0zWYtLnT2j3w7znEm30HPK9jiqi31OfFw9radOnK2i6/I5Ky1C+0VntdNuDarKT8kaLtYryvHI6Ht1qXQtVsol1HTb9V/sq7G2S5LHO9ASwVehX+Eere1SvoMFx4cju7V3XUEi+3RxyApbiNHKuinGfYDrz7VYvPCaxWkrQakPt0dnHdpYMFEiRnqDjjg9COODmizOypXwlW9KXu3aT06q35Mk1HX9Ls7nRotNhhvYdPiK+XIN7yB14RWPcA5K44IxnFZmpTQaherLAjzNJCvnMtv5fnyDq4iBOzAwDg+/FajtaN4OVY4YHK2UMvlpFiW3d2O6YyfxK+MYHI6HioPDGpRadqkrOY4pZ4WjgupThIJMZXd7Mep7dKad9wwsY06c60ItuF1a+/e5At9qmqiHQ5ruRYLYfNAY8NEsYLEkD5mYAH5c8nFWoTrGkalJpWj3M063ccdxHsQLuVgG37T9w9mz2NP8T3i3NvpLDVI7m+jiLTy2UIiCuefN3dQ3TA6cGoPD+pC21W7kuL2SCW+gaH7aQJCsrcK5z7ntgDvxT6lpVJ0HWjBKNvht1vv9xJoF9qWk6kIbxL26j1GRnNvcYIdicbkVuDggDJwD1qp4qfULjV4ru7ENuVAML2k/mQ7oyVb5hgk8lSD0zirvii+sZbrSYIb1by+tIlinvMHMrIcgZ+6TkEkDnPqKrw69cS67pV3q1vElrBcu4lhtvKjbzAT5zZ+8c4yo7DNLyOeEFeNfkWqd11uttPMh8NWKS6pb382029vdCJAF3ZnKEoD/cUDOWOMcVY8T6kZrXSrGbUIL3VFllme5gwIRIeVDDuSBgHPQGmeJJro34toJopJLuzVr6DSwzRSyZOS2PvZ4/Dio9A0zS5rE3OqWstxDPdLYQW0SZJkPJkwCCCvp7HFTrsi61nbG1nbayW/bW/crxzyQ+HLnUo0mgkuRLLciRCXYsAFZWPJjHIA7ufTFUvDug2VpfxT3rWk91bwNPc2cjkRQAkAmWQcZCE/IP4iBV/Ur15tT/sicw/ZLe6WOS8im3NcqcIMkd0G3p3X1rmdQgfTrp9LkjZJLORjMTw0+HwGA6FecjqTk56UupjyOULSbXNdr9DSfXI9SgXStP877Cshbdc43YLkqsa9EUevUn2rdsLD5BgEmuR0K12m0fad0jyRykHgMGyD7ZB6deteo6dAqqMAVlU+ISnaH4mcmlO3IU4p/8AYjseldMiBV6VIgGelQZ+0Zy48PsR0/OnDw+QOOvtXVjpSHAosHtGcdNpMkQJ5rK1K1d7V4g2wuR8/wDcwetehSIrjBAOa5zWrVRCWUchgR7c9aEtSo1GZenyJJM0EY8u9gjO6RWDLJ8vSUHhVIwR75FOhhivEke6jVpWKliJPLEcajl0I6kcfL7Cse5he2uBPCHjONjlCclTxz7e9XYryCxshd3befbxthAI/mdh0UY6gkc+1bmjpte6ne4sF9fT+KdLgm/fx288hE4GPN8xCA5OPvYAyO45ruK4nwhpt5fXr+Ib8lTNueOLkAu3BcL0AA4X2rtq9TBxcad31PguIqlKWK5Kbvyqz9d2vkKKWkFLXWfPsKWkpaRDClFJSigkKKKKCWYlKKSlFWfozCiiigkXvRR3ooIYoooFFBIUtJS0EMKKKKCWFFFFAiC9UG3z/dYGo4Fyamuhm2f2GahtTuIGenWvGzBWqp+R6mBf7t+ppRcVbQjiq0YyBVlBXnnaWI2yRVtMAAVSTirUZ4zQmTIfJytY2slZNLvoGP37aUD/AL5Nakk6Cs28iivYJYHLqkiFCycMARg4pX1CKPHNOhW9021t4bhc3qRKEDY2MhLSOwPbHbucVs2uoWXhy4T7H5OpWeo20cr290nlsCD8u7jkHqB09elbMfw1062min0/Ur22khcOhmRJRkeoGKvw+HLuO4Lzmw1JWDrIs0bRkKeVjj6hUGTx6nNbcy3OinUjFcstYvdeZiQWlz4hivda1Oe4w0ghjFrDubdxnCE8RrkZUHkk1XtLvUfDuuTaYl2kDidUupY0WRYxkAON3QkHjpxmtzwzo+u+H7iZbiJJrNVaSNInEhaQfdXnBA/Dkjms3W9Ne8u9ImgsZbOWVmS6t2hOVy2fMeXpv6hc9ARVpp6mzxL53SdvZu1l2Oq1kaebC6F7PpsegiImOS1IEiT7iSY8A/eI5449TXnZivYYN00d1FBdBXSGYMiPgZBAPHfPsSa09U0PTrFrjUdEvXmazcJcpOQBbbeeOm4FscLnPPNE3iGx12/0+3ujLDbLdySztLN5hDufmVGP3YiR0PTNOTTKwP7ppx96Or800nZ/Mt+FYEuFvFnsrPUrwPH9mtZJdm5MHeqg/fIHJY/hRq2hXNh4pNhpi3EtxLGJoWiUK2xwdw4+6g6c1n62trb6rbjT7dbeeSJGktrScyiKUnAVJO+RjgVp+U+gPO17q0rQahG9lNeWpcyW0qNuI+blj2z0GTQndWNpSlTl7eMr86dovUxrKOG11qwi1GLyIGukjeOdSgIJ75HK+/TFdu/h+HVme6k086VLFeTG5TJLyRAAApj5VBHP+Nc54s1TTNY1OG4s5orkwwC2lvN+7zm67QO2B3HWobG/1fThp2o/bGntrdFkW2WXlYCdoEg/usRjnJBxmknZ2FWVatCFeM+WTVku/wDw5patNcaLpAXQtYN7o+qxNH9oYb1jIBWTn+A4Jwo71NNqt5a6ARc6DEZre2W2i1B4flit5BgHaOowAOOM8ms/V9Y/tvT7Kys9PgsxHIx8qH5QZnOMqD0U57jr3rrdSaaz0WK7u7prK1k077C2mPAGDzn/AFZjUHhiR05yMdK0vfY460fZQpyrRTm3r8no9DgNMv7640/+yFlkSwuZ0eGIpvI+bBZsDcCD8xHpW+/hW6s7qz/tSWFLGS5MFzPHL/q+4PTgNweenQ1zlgbnSbq0jkEkF7bOuI2JVy45IJHOCM5Pua3tY8SaRf6ReS2MVysupSpNdq7lY4nT5cbc8sfToQBnmpVup6FZ14SjCi1ae703e7DWtJttPGnv9nlsknmdLmB7gO0Y3YVkI52kZIb1rW13R9JsdH1AfYGtp7dolgu5Gx9q4yQi9Mlc5Hc81y17oepaZi6u7J4Y1/cM5bcGDfMB9B13dM5FaWkaOdXsXn1LUZotMBCKhnwJGU92J+QDJHY85FNtGVRSjSjN1bqL6ddbrqUptH1PTbSC4vbCFYWkXAJDptyCjOo5Xjnn0rqPEGpabqOk6hP/AGvHfRzIi2VoIvLMEsZw0gHXknOT1HHSs+4ju18Qp4Wu5oJRPBGzXCwmO4uIE5WMEZAK9sjkDmry+GtCvj9hs7idbm1ZjNcMnzsoPO4kYfH3QBgDJxR5HLPEU6kqdSu3zJ306rz8zmvDupLpGqSoLlbI3du8IuuMW5GG3MO/TAx61euH19LfVtW0N4bewnm8+CIW4E7gEDzETGVY84J7E8c1cs9K0S8sJF0/zZ4NVh3QRznFyqK+HCAjGV4bOckAjFU59WghsfIeS4XxJFanRzYxylPn3YWRX9xjr2OBijZBicRDEVnUpxbvZO/bv5GJoWlyajK13HczW8cN0kUcsEPnP5zHIIXsFPLN07VqXN5beKdTtrS+tGSeASWVtq5BKi4DZBkHTDHOQemawtQ0p9Egjuo9ZjNoZ/7PuZLNjGUI/wBYuO4HP86t3viSz0uJoLK8s5iLiGS2tolPkRJGchpMY3SHuazTsaYhutJNO99raW+ZjWWuO+o2OkYXy7SaUb1wBJIc5Jx1xjg9cGvUNNlzGpFeLP8Au9XtdTiZJYrm6dysSnMR3cggdBzx7V7BpUo8pRz+RqKm9zC/utPdHQ7vk5pyHvVNXZ8ABv8Avk1ZRiBgjH1qDIsg8UhOe1NU04HimAxuBWTq8ZlsJkAYsy8Bep56CteT0rO1GQ21nc3CgFoYHmAPGdoyRntQF7GRaQvYaVNcwRLPIGwfOOWReMpn+L2X1rKstGtfEIFwYXi08yP5Vur4WFQcAHHWTIbPYA4q5pcLa/p6TyI62xnS5tZCrRMq7eRjPz5JIycdMjNdJBbw2sKwwRrHGvRVGAK9GhhnJ80tjw8zzeOHUqdF+8+vb/gj40SKNY41CIoCqqjAAHQCnUUV6h8VJ8zuxRS0gpaCWFLSUtIhhSikpRQSFFFFBLMSlFJSirP0ZhRRRQSL3oo70UEMUUUCigkKWkpaCGFFFFBLCiiigQ2Vd0Tr6qapWZ+YkHrWhWWh8p2UdVJFeVmcdYyO/AS+KJtwk7RVlSc1UtZAUGKtq1eWegTIfl5pzMduM1ED2p3Uc0gIjliMjmpAnOKAORUinmiw7i+WoHIzTsnGM8UFs0AUWC40qT9fWk2sQRk4Pv1qcYHaggdaqwcxVe2jlAEyK+37u9QcfSqU+g6bccS6faSDvuhHP5Vrgc5p2zdRYaqOOzOXfwXoL9NNjj5zmJ2Qg+2DTV8L2qahFeNNf3EkYkCx3VyZozvGGyrcHOa6wRd6d5YPOBTTa2FOq5/FrY5VfDUcdy1zb+Tbym1Nv+7tI1XOQRIV6bwQOnYUXHh5rqK5haYiK63GdBGMMzY3Mv8Adyw3Y6Zrq/LBB96Ng9Kd5Mn2lreRyd54blvkgNxeuZ4XDJOsS5CgDCbemzI3c9ya0l02TzpHkl80mUzRCRARbuerR+5POT0zxitwIoo2LTvLuEqjkkn02+Zyc3grTrkW3mtdqbaIwxGOXbhCxYj35NTW3gvTLWeK4hgfzYyWJkk3iVj/ABOp4Y10+MDFL9aNR+1mlZMyG0SKaO6immuZI7pdsqPOSCvdR6A45FRReFdIispLJbFfssr+ZJEXJV2xjJHetwAdqcDijUz52lboZkmh2MphaSAyNAcws0jZjOMZBB9APrinJpNopciABnGHbJy464PrWruzTTQTfQzZNHtJREJLaN/KbdFkf6s/7OOlPbTbZ5GdreJnf7ztGCzfUkZNXs4GKQcUFcz6FJtLtH5ltLdz6tEp/HkdfekXSLBB8un2YAOcC3T/AArQ4IpCMUC5mQx28cI/dKiZHO1FH8hTgg44HHtUmCfSj7tMVxmw+tMeFGByOal7HNRNkgc496CkyDyR0BphXb1qOe4+y3ESSsB5uQh/vMOoHvjnFTCVWx8wbjqKmxabIpOmapXAWXajqGVjhgRkEelXnPB55qhJzNHz/F/Sqpr30n3Rlim1Qm12f5Eo4GB0ooor6I/OZbi0UUUGbFFLSCloEwpaSlpEMKUUlKKCQooooJZiUopKUVZ+jMKKKKCRe9FHeighiiigUUEhS0lLQQwooooJYUUUUCFrLu12XL843fMK1KpagvCPjocGuPHw5qTfY3wc+WrbuP0+fjaT0rVRs9K5qN2jcY7nmtSCc9zXgns2NhWFPBBFUIpc1OsuaoRaGM0vGCTUIfil3UCJDz0NSK3FQb6cGzTsK5OGpQagDc08NQIl3Cnh/aq+7FOD0wLAb3p27NVg9O30yWWN1KDUG+lElAiXNOqHfS76AJCcUbs1EWpdwoAl3EUoIPWod+Kb5ozTCxa+lISai87ijzKYiRiPXmmFsGm7xTWOTmiwyTefWgsx6E1F05zyaTLZ4PSiwE26UYwuaVZHH3qh+0MFINAm59aQErzEL0FVZL0KmCVDdgaso8cp2spBqlc2iOzY7e1ItCb4ryB4biFHibqrjg/4H3FQPpk0SF7G7YgdIbnoD7OOR+Oazf7Yt7fUG06aTybtBnypBtZ17Mv95fcVqw36unr70Dt2MibV5be4FpdRta3RGVWUcSf7h6N+FWY7kCLzWGR1x/hVy6igvbV4LmFZoDyUbqD2Knqre4rmZRNpdzHDM7SWsuTBcMeoHJVvRx+o5pap3QSSnFwl1OlByMjoaKq6dP8AaNPhlxgMDj3GcA1ar6GEuaKl3PzmvT9nUlHs2haKKKs52KKWkFLQJhS0lLSIYUopKUUEhRRRQSzEpRSUoqz9GYUUUUEi96KO9FBDFFFAooJClpKWghhRRRQSwooooELUN0hktnA6gZFTUVM4qcXF9RRk4yUl0MNeRxU8chBGaYYzDO8WDwePoelDYXmvmJRcW0+h9DGSkk0aEU+09cZqcTnIycispJSeDUyzUhmusvGKd5lZYmIA5NOFz707isaXme9OE2OorN+00vnk96dxWNPzzmlE/NZYnZe/FKLrPGaYrGos3J5p3nD1rLFyo6nH1pwuVxnIpisaglzTxJWWLpfUfhTxdhRycD3oFys1A+adurKGqQLwZogfeQf40v8Aa9oOtzAP+2y/40xcrNYNRvBrHOsWg6XduD7zL/jTDrlmOt5bZ/67L/jRcOVm00mBTfOFYEniGwXrf24/7aCqr+KNNXOb+Fv90k0XHys6ZrgA1E12AOK5V/FVgxwrzyf7sLEVC/iQOCIrW5f6gIKVylA6xdQVT81POrIeBXDPrOoSf6u3hTnq25j/AEqI3+rEf6/b/uQqP6UXY+Q70ajGRyR+dKL6M98Vwaalqi43CKYDqGj2k/iKuR6wgZfPt5YfdTvX8x0ouxch2yXMbDO6rCyKwBzXKQXSTKGilVh/stmrSX0kfVsinzE8iOhZc1C+UboaqW2pq/ysQD6GrRuYurZYU7i5RskxQcjA9TTYZh18w4PqaSR4pxsUnGexrCvbbxBpe+4ito9XsfvN9m/d3MY/3Dw/4HNJajbS3OjvLXT9Utfs2pWsV1EOQsgyUPqp6qfcEVy97oOp6UTLoNw9/Coz9huX/fKPSOTo/wBG596s6VrtrqNsJbS4EqgkMOQyn0ZTyp9qvm5EhyZAoHP1p3toxcnWJzum+Il1JGRhJBMG2tG6lWBHUEHoQe1bS3MXlRRyRJMvmDKSKCM+uD3GayfEWjzaqX1fS1/4m0AzJGBxeRj/ANqAdD3HHpVbQ55tRS2dAzLuDM5UgADnn37Ypxi3JJdSa1SMaUpS0sjrlUKoVQAAMAAdKWiivoEfnUnd6i0UUUzJiilpBS0CYUtJS0iGFKKSlFBIUUUUEsxKUUlKKs/RmFFFFBIveijvRQQxRRQKKCQooooIY6g0UGgliUUUUCFooooIZBcWvn4ZW2uvTPQ/WqclrdEkeTkeocVqrS1y1sHSqy5nozopYupSXKtUYbWl4Olux+jik/fRZDwSqPXbn+VbtLXPLLafRs1/tKot0jn/ALQuOvfHIpPtWDjvjP4VD4m1CytLl/tCu9ythL9mj52O7kKd2OmByD7VzGr6rbz2GnQaZLdpIFzdMeDJIVC4z1JBB46c151Wj7OTje9j18MpV4qVrXOt+1A96BdAc5rk9QfVrOyhjvbGS0ld/Ke8Zs7eR91QcKcc57jNSarF9i0m7cSXCTRTRww3LE7bpyM/Jn7q4GefzqVTbKmuW1+p1BvQMjcOPeoZNVhjzlh68VwNnb63qzNFYPczlfvNkKiH0LHiu00/wZA9wJb93mG0f6OjERbscliOW+nSjltuKpFw8xE1w3MwgsYZbqU8BYFLn9OB+Na9rouvXZzPJa6cvUqx82T8l4H51vWVpHaxeTBDHFF/cjUKB+VaMUeFxmpM3JmPD4XgXm4vr64b03iJfyWrg0DTB/y4xMfVyWP6mtRYvengYpk8xljRdPXj7Dbf9+xS/wBiaafvadZk+pgXP8q1Mikpj5rmU3h/SW66baZ/64r/AIVH/wAIxoxOf7Oth9IlFa5IBpd1AXZk/wDCNaUvK2cQI9FAp40LTwOLaMH6VoljTd1ArlA6NZjpAn5VGdItgeI1H4VpE03rQO7Mo6VCSfkX8qjfS4j/AACtcimnFAcxitpSYOFAqnPpYPC5B9R0ronqtIvpSC5yj6eI33bCr/314Jp6yXicLPuX0kXP6ityeINzVGWEdcc0ikymLyVT88LA/wB5HzVyDV0Y7XlCn0biq5Q0x41cYbkelKxSNuO9TaCpBz3HNaUWoMiA55rjBaiJs27tCf8AYOKkW8uVwsi7x2aP5T+IoUgcbmpr2gWuuyNfWDPY60o+W4j+TziP4X7H61zFhrl0pEGsRqPmKCdV2gN3Vx2Pv0ro01J22PNIpVPUYyKbd2bau5nS3B3/ALuQyDaJB/ePrjp9KpKU9Iq7Mp1adBc1RpIlgvDCBsII6j0ArSsSjWokRQokYyED1J5NZNj4b+yKFN0dn/PNF4HpgnkVtwxLDEsSfdUYFelg8PUhPmmraHzWc5hQrUlTou+upJRRRXpHzQtFFFBDFFLSCloEwpaSlpEMKUUlKKCQooooJZiUopKUVZ+jMKKKKCRe9FHeighiiigUUEhRRS0EMWg0lFBLCiiigQtFFFBDHLS0i0tBIUtJS0MlnEeKreC5GrXzCY3Fm9tbRhTlCHyxG3qWOf0rl7a4ax1CG6EayGGXzTG4yCc8j6jnHoRXY2klxD4rv7mzlEpZUubWKWTELlnETyMewQBsYqvZ+GotR1LVbma2YafJcv8AY2m+Uum45cIvPPRSTjB6V4FZ3m35n1uDxEaNL2ctdF+O5malfafeRf2Vp7anctfXYmZG3cZb5lKnkqRyCOh5re/4RS3vLrzr/wC0GEDatm9yZFYAnaXbPp0UdPWt+0tIrGFY4A2VQRh2OX2jgDNWAPlJPFYuXYzcla0diFYkUKoUBR91RwF/CrcShTuOCe1V99PSXaam1yGXo34yfWrSSA9DWcHLjFTIduOeaohmkJMUu6oIzkCpRTsSPGTRuIpu7FN8wetBQ4nNIeKjaUUwy0hEuaCRUIkzRvFAXJCabupham7wOpoESZphNMMoqMzgUrjSHsahY4prXK1Xkul55xxSKsx8mMVVkYUx592cAn19hVGW+gEix+apmZS6xKcu6jqyjuBRqWlbcldlOSCOPSoSy5IzjjNQG6nl1IafHbv9oZA8OWBEgP8AEBnlF6t39K5ex1PV9W1AW/8AaMVmjRyO7JHlI40BLsB1Jx+NHIzenS503eyW51N1c29jEZLu4igA7SNg/l1q5ZWrXzzoHaHyXCyB0+fJUMMD+6QQa52z8NWcuianauEN156ouoMhBiDFDEwB52uGPuMV0Hh+8kl1vUraWCSKWKGFJN5yHdMoWB6kHAPPSt8PRjKolM8/MqkqeHnKg9Y21+7b7zXt9LtrdlfaZJF6PJyR9Owq9SUte3CEYK0VY+DrVqlWXNUd2FKKSlFWYBRRRQSLRRRQQxRS0gpaBMKWkpaRDClFJSigkKKKKCWYlKKSlFWfozCiiigkXvRR3ooIYoooFFBIUtJS0EMKKKKCWFFFFAhaKKKCGOWlpFpaCQpeQGYfwqW/IZ/pSVBeyxx2riRQ4kBTYf4sjp+VZ1ZcsHIdOPNNR7sxtNVPJs7uIqlvJEpgd48uysS2zJ/gBY+x6Ct4FEgVcZxxz3rCknaRlL4wAABjAGOn4Vbtp3uZEiVQSR1Br51u59GlZF0vxyelNMpbgdKGt2DYLbVPXPBpGODtUACkMZvwacrZNIV3ED1pWVo+uPwqhE6ylcd81MHOQaqJ82KnHAoJZoLNhQeAKY2pxwkgKXrJvL9LaFmJJCgk4rHbVp5b+ztbfT5ZRdbiZi20JgZHHfPP5UavYajbVnSyaoznAAX6GmLe92Y1y32nVruxkfS3imvIZ2ieJ4fKzg8rtY5BAwSenpVPxBq+q6ddW0VpNAnnRB/3iiR1OeSV7D09afJLqXCHPLlW525vAcYPrk0hvBjgE/TmuKt/E1m9un25b9Z1KB2hYET/AN5yOAuOgXuKgiN3qdje6pda6+laakojjGTLsLNjDY5CAdz1o5WavDuKcqi5UjuWvNq7myozjLcc0z+1EVtpkQE9AzAFvoO/4VyVrA3hzxAy6teStBNbMLa+EnmRqP7xHOW6DjoSOtGrXVrZaDa21vqUV9qsEyzJeiPmIfeyM528Yzjocg0+QXsLzUYK6fXodNLr1rFDHNLdwJFLny3Zxh8ddp7471Qk8VaYEaT7fGyjqqglvwGOa4y7kutVvY767nSS4KrEXKKqFM9CoHQZznrW9f8Aga4hu7GHSoZ7hvMaFvOlUrJFs3eZkf6vJB2qeoAxT5L7G06EKHKq3XttY17TXo9S8z7DFdTiPl2Ee1RxnGT3/Ss++8VwWM0sVzbXiSRgE7lAVgf4lPdfQ96qadNZQafdaDrf2qyR7hS0qgs6OSD5ZUfc45yOtU9VDeJPE0JsBLDcz4gtYjcbhIY8kP8AMPlGOcdB160KCJ9lactPdXV6empsWWvtqFnfXP2OWGOzjEkibvMkbJwAAO/qKlu70W8sImvYbWC4AljllTJEGMMT/wBNA5GB02isSWz1DwzPDdQaikgmQr9rixsfkFojnrjA3HHFUdQu31G6a6vZF3ZCld21IVJHyr/dFHKkbwwaqfvIy9z8f6uWr3xNZXGnusdtOb0qgcPIRDEVOfNXHJzgZB4IJ7CrV34js7ZobqIzXF59tDi2mthGYIiMNET2G0koR0z712k9lC10RcxWUKfaY/7IWNxmdkiwhOPvdWwvAxnNcd41inH9lyXkMEeqtZv9rit2yF+b5cD3HRuT27VaVkcdLkr1FBK17mFr7IbXSks7G8tdOXdHBLcKd7PkllLddoyAB6HOK6CzDW/gxLqzWK32QPK97Gdpguo2wFYdfmQ4z0YitXxIj6npnkNd4hvhBPZxTR7Rb+VHulkdsZYY4PGSa4+DSb+bVrnRpZvsUrsyywsGZJ9qgqDt9c5Ddgc0noy6clUpWvazv8kWtN0+8uvENjda1a3L219cPM5mOPPKqWKnHGTj5R+VdtpMqxeRbqzNFGXhjkc5aQECRWYnkttPfsKyNfne30iK8gk8zF7bjT7XDM1qYVKzLkct0IO7tznmoNKvIdY8c/2kLWeG3mjZ7WOSXKh1ARiuOCADjHYVdJ8s4+px46LxOHnK1kk/w2/ryO4paSlr2z86YUopKUUEhRRRQSLRRRQQxRS0gpaBMKWkpaRDClFJSigkKKKKCWYlKKSlFWfozCiiigkXvRR3ooIYoooFFBIUUUUEMdQaKDQSxKKKKBC0UUUEMctLSLS0EhWTrJIuLY9lycfXjNa1YmuP5EgmfJiMfbsRzXHj7+ydjqwSXtlcyLqWa4mGn2TL9olBLSMMiGMdXP07DucVr2EsNiY4oAwiVRGGP3sDuT6nmsfSI2gtJJZFxdXpE8mf4Y8fIn5c/VqluL2O2ZU2vJLKdscSDLO3oB/M9q8PyR7h0zyxuw2NvJ6c0hXZy/XsPWsa1eSOVZJFwccqGzj8a2DJHIoLPk4zj0piYAb89jUqRZX5jmnLF8oI6GnllQUyWCqqCq91dxxQuzHaAMlj0H+P0qO5vFjjkdnCRopZ3Y4CgdzXLPq1prGXGpvYC0uoyFIG6WMnG4r6HP1XqapK5Sg7c1jC1fxJeXt+hsjJbxwvhEYYaRgerjpjPY1tJo+pCB7Qa+RfXSF5bSX7zxkZXy1+8HLAjjgjnpWddaRd69r9++mWEk0SS7GYSAoWH91jgc4BC1of8JJqliAl1YWg1GH5Vu7qHbJGS3JYcDbtO3jgDkGqWh31KcnGPsrXWrXUxNOun03U4b5kDTwkrIk7EAk8FXPr/UV0llcaNf6fZtq1xp7olu4nMsz/AGtJdxKhJO+ccjsOavaf4dh08TahHbzarKyt9it5gEF0MZkdBzlSD8rHkVmeJLC2il066t7X7H9rhWdrQjm3dTgADoBjg4yc5zVJaCdSniaqhHR9/wBCLTfCbXllayXepR2U16m+1t2QsWXn7x/LBGeDmq9jc6xoWtXmkwW0c98rZubGSMvHPEvLMpI6bec9cdK63wiL2DRluHaxgtfP32k9396ME4kfOeBwEC8Hk4qTT7e90ifWLCWWGz1W4P2yG8clrdQDjyw5+ZsEjI+lUorcxr4mq5TpSkpJbL+uxjzaYuqWttqms3MltPNKtmgsrf8A1KgnHnr2bkLwPlGCao21naaH4ujs9Ultbq0hyTLkeVuIyC4z8oUjnPPHvXRa/wCI73R9Tt7a3vFe5a2K6ktsilI5PulwP4JB1AJOeKr+KNIiSG+1qf7QLi1lgDSu8bLfnjoq/cfsev40OIsPiKkbRm7Rkmlbo/LsS+MNJeCzGoeU13dOzSq6QhUjtgoAWQrxtBOQx5C8VT0HV9I07QbjT9Rurm0kuH3PeQRkSSAY2qB1B/ujH3a6PXddsX0m9lnuUurXU7cRwaec4ikC5beRyMZ+mRVHRtJ0tdI0yxuNMNzPd28t2L+ZNzwFQfTJY4OQMg4x1prcwU39W5ayfLey/X7jI1OGTxFNPqsccFrDBbtJBbsfMuLlYzh5TgcHJAOeRWbaxX2lG21uK2CrIx8i4mXcknHYdduM47GoVv5/sE1hDeb9OlBYAKAzEt98Hqu4AZXv3q3qOuvd6alv5At8Mrzyb96uUTapVeiL3KjvSuj26NGvCKptKUG+vRF46tbalqGlQXWlxWujW1zyoQsrOynAZvQtglfz4o8U7WTSXvmtP7WSJmuRabTBlj8rZ6luMDtxVmCHV7yWw8NTaW1lYNCkrmacSNJHH8zeUg+6zsR8x5H0qstlouiXqjcmnXLWbtKL8/a2t5967WlxwGA5UDjNNo8uOIpxrJwi/dvZLVPsyiuiXH/CPrq0NxNiGI3EYQfu4lDkFVbOVcHLnjAFMn0t9G1vS83AuPNlSSJnJj3bWG7JOdqc8P0I5rprzX7O0tDf217CttNA5WwdQWlupD/rZk7IQM4468jmua8P2C6jdXM11HFem3tw3kTz+WsmWAyWzkIgJOB0GBUPyOulXrONSrU0ir9NddLLbb1O5W0W+a5kfVEaHULgf2e8DYZV3ZIViMjcVIIHGAcYya5LUtEN7cW+s6PJPp0zvO2xycyTREgBXH3Xbsp4Cisi6iVNcujpqyNHBcE24izJtQH5duP4CeB65xWraya14ne7nm1xYGaIWe1l2rPkM3lKo4BAB+btTvpqczwM6CVSM1y21v59Gipc2h8Px2mrafNJeShFW+iuHIDGePcrDHOw85zj5himaewvPDtnpsOoRWl/Z3oFpHL8oydzbgRycj5D24FQ3/iefUNFj025igjWCNJZbsvh5AuQiuehxzj8MVqWegWul3OjanvS7uSqGe1lfEUbSgmA5AyFLDGT3waS1d0VVgo0Wq7967t6K/4HZW0/2m1inC7d6hip7HuKmrH0GOW0S806YyMbe5cxvIcs8TksrE9+dw/CtivapS5oKR+ZYyj7KvKHZ/h0ClFJSitDlCiiigkWiiighiilpBS0CYUtJS0iGFKKSlFBIUUUUEsxKUUlKKs/RmFFFFBIveijvRQQxRRQKKCQpaSloIYUUUUEsKKKKBC0UUUEMctLSLS0EhWH4nRJoLSFpwoeb5occyJ/EQexUc1uVi+IbiO3Nm80kSRpKDljgqxyFP0zxXNjP4LOjBr9/Ezr+4EUs1yWGzlvu/w+3v04qTTrRbRTNOFbUZ1zIevlKeRGv4YLHuTjtWTbut9qtrZqzGCNjNMoPRYxux+JxitOGVmnLzN8zEsR7nmvB2PoXHUvEADAWqMN/HeSyralpI422mYf6sv3VT3I7kcVi6xqE2rajFoWnyiIysVnmB4RByxH4V1Vrb2ttaw29rHsghQJEvovr9e5ppaXIa1NG3ux5Cq3am3NzFFBJNK4jiQbnkboo9apXNxb2NrJdXEgSGIZJ65PYD1J9KqxWlx4gstOupdCnurW5n3i3eYIsUYyDI2OWz29xTimxtKK55bDLo6dfi0h1MyEXjFrO2jfO8gYy7LwcEhsH7pGPWsbSPC1u2v3elSSu4tEaTzIcGWdxjgKeW3DIIHTPpXRwT6jp889jp2jpqtvpzMguNgUpHswkYHRnXPLDO4GuVmfULe8M13cXcGoGMlp5CY5SmMEgnkLgY/StrWOrCUak+a0rO2mq/I6K5stN0vwzc339jyW9vdThJdP1CY5Zkb5SjA8Begxzwa5HXNQu9X1SS+1AtGH2BTarlQVGFRt3QDsemTXaaBqMl9HNc3d1aXFyrRjZfuFiS3VPmlVO8g6Fj1rI1TRLgreanY20KaYxeSCEsEcwD/loEPPlk9O/IouLDwhGcqdZ2l/N38jnrZNXU/Z7KO6knwVCwzlyiYwSBnJbHBPA9KvXd5ql/dO1y91e6ggx5Lx7ZO2V8sfdOOfrzXa+HtIt9F2X8TXUqS6eXkvUlQwLnrHjuy9Rnr+Fc/qWtKl/pl7p1/Jc3lrE/nXkkAQzOeMsMZbK8e3bFJm+Hm3WcaEbpJpPs/0J7K/0+0s7rw74isjHFE32hdqEXHmEjr+HRh6YpviDWY/EF9bGOAmGEeTbFuJJQeACvQEnpjrnmr2gTQX0d1cNplte6nZW6R2NnPJgCEMMlZHOWO7klug46VZvYrTRPGukyRpb26y5e6jW48zlzg7gQQq5OABz9KvoZUpwp4mUpwfOk3vpe1zHufDGp6fBHJPZEJdTKskUcgyrMQq7j/C75xnnB61v3K6Zp2uw3jR2sEfmT2KLawfLAxRcLIOnmKeTIMjArW1VpNJ0vUzq9837+TNkof5o3XlQpx8rZwdpz0PNec3ms3mqGNtVuA08CmJogoUKTzuwODu65PJ6ULQjDxqZhKPO7RV1ddb9ul0dB4xmsZW00jUbW91IRbLyeEYDAD5e+ADnp1J5qhpOrPbeRpt1fyW+jTTb7hIlO8nO47WX5ssQAcdq3rWLTNF8PWF1cS2ZtZYnluPMj8y4DvhR5SjooPryCc0eFdPmh0Cxv8ASbSO6vbydI7hpyrCFFJztbqpwM45O7FOzvcp4qjTw0sPKN+VtJv56rTSxz3iO8sy1lDptvYyTmZo5JbCPy4PnbEWSeXYDGQBjPfmt6Tw/aQieHT7R5NW0qWBTcMCsdzOcMVCk4VfUnhc1i3uj2OqeKrzS7Vkh0352/0VCxTYNxwD1fcMHH4Vr6vrzWk7WurW8t9ZrbQ3MUE22GWA/e2Sbfvchcr9KS8yKkaycKdGTfu3s99fzMCa51nVNWSKwguIrqEvELa0Zi0aFv3u5jyck9T7VctPBq3S29xd6ky6heQf6FZlG3GRSc+aW6kDABPAzntU2i3drag3mtW1xm4uUu4rxY22yybW+QkfeXliPcZ7VJf+MdYukuBCFghJAEqxfv4kJGEMg4B4Iz780JJbm1SGIlLkoRUUra/8H16GZpUkWmXskM+kTXGqySiOzDKvlSSAHdES3BXOCXGc9Birtz4ctNM0N7q/8ie9ZJFWeKckRybgBFGn8a5LbyemBV3WLq31i/s9NWe/jaa7jmDzxCMWcbJjbHnkYxuz0J5qv4sgQT2MjKRePI0DJcXQmkMOQElXb8oUnJK8Mc07GUKlSpVi6racndpJ7LY0fD08UHh+yayvba0FtK0+qkYMkiKCfLXPPPB44GOKwNG1W81XXNSjsHW3s55GumupIFV7WILhmQdF3Idv4Z71XvtGj/t2HSYG88yBRumKMVOTuJKnAUAbsdcdas2k154e1ySKyNtqR1CCP7q7o51YfKVHYccg9h2qLm1XCwblKnO8pK6T7efQhuPClsXQ2+pWc2nSWQu5LydNqRRZ2q209Qeg7k5PStLWVuLu1n0a30qa4vgkEV3dwLkTQrkxbu43DnB+6VrQ0i21641S5ur2302WSZfI+zXc21NqANtgUZUpkrnrj8ayIvEy/Zr9tStnnv553Z40OyBlbCsrnOflCYX0odjCP1irNbTcLbd33tuT+FtUiuYoQ4ZbqBVtJWZuJBlihA9iCDnmuurz/SYJ72+1nULizlE+Re2csUJARlO59mfvArkEc9c13drcR3lpDcwnMUyCRD7EZr0MFL3XE+Q4loKFdVErX0fqS0opKUV2nzIUUUUEi0UUUEMUUtIKWgTClpKWkQwpRSUooJCiiiglmJSikpRVn6MwooooJF70Ud6KCGKKKBRQSFLSUtBDCiiiglhRRRQIWiiighjlpaRaWgkK47xBpqa54mNtNO9vb2untJJKqEjk5IJxgYA3c12NcbqWp3tvqMl5a6dv06CeQySyq3lzOQI33n+6MBQOmc1x412ppd2ehlkJSre67NJhBKUurmLyYCY7eMpdwcLdxtgJIR/CxVf1rP1nVRa2reUG81vlUAclj0H1qSLWbS80q8l1Ob7FqBcvGLOEkbIowiIATgg9h25NQpaLbWFhrOqyokk6D7M+8MEchskL3A4BJ6MfavIcbu/Q9tKUfiVn6D/DOkNYW0t5PuN1dAEg9VGOQR2JP6Ct1ZRBG0rh8DAIUZLE9FUd2PYVQm1OKAj7yEuIkLLw7dgCePfNL9us7S5j1C7uxNeQGSKGxgf7kpGC5buoH8Xc5A6VGsnqVGnJtWV2ya3hsvED2p1G5hVbpzFb20cn7+2k3dxnAyoILHJyQAK1b/SI9J0PVLuHTrzQ5IrhY0kgmZ450GNhPOVXP0wxzWJ4W020kW/v7+CW6GnRCb7Pb/6yRieTtHzHBOQQeD1rcn0yI61oDfa7yLT7xUVba5y7gx/MRKGO0qSeSeQa3gtArQjTr8nM7R1ae2mtvuMrS9bt9O0yC3Ni091ZXDXNo4lxEkjcjeo5IH9c1T8T6raXmhtb21rcw7ZvOklml8yR/MI3Io67c5wM4roPFFjBbaO0v9kDTbi2v5YIdsoKzxMd5YHqRk9MfKeOlWLbQ7Ww0jT5Z9N/tU3V2k4DLtNuxTaFOCcjJ4zwOp6U7Gk6mF9n9ZUWpNtLX+u5zGmeHr/Xp7lEjRHB3fvR8kYJ4jB6bgPmOetX9U1u4t4ntJdNjttWht1tJ7kSeZJ5JAJjwehIxnvWrd22laTf6n4cvCdO0+5EEySxO0rIR2kJ428fr1rC8R6i/iTWPNtDMkBhxEix/vljA3Ptx15Gd55x0ptJK5pTqSr1VzwvBK6b/wA9t+hZXwhZtZzWSamx1iG3W7eBY3EQiIyoCkZb/eHORjArnLaMz3Ft+6lljlmRHVAcnJ+6GAODjNdHfeKNWktnsp4I4Ga2Fu0mxkmAzlZATznHGM4PJpfDF08djq9taT3NtqDxiVLmGEzRgDABZMfeHI45IJPaoaTZ0QqYrD4edSrrd6fP0G3vh7T9Rsrn+xpbaKaKVhE1nclkkhXGWm3j5H9BwGPIrJtNC1BvEEGjGB4r95N6yzTrIQSM73x1Ujrg5x710Wo+JtPF3dRizXULa5hjt76QN5Mc0i4wVHXGM85HOMVl2viDTbzVJLzVbe3t1twIIoZYzIvkRk5UbekxGMN0wDVaHDTeKhB86butOrvoQ6jp89nYW8lvqj3di1zLHGsqODbyj/WZ3dWY5684HvXdWRtLS3064s00yHw2sG+8nmT5mcfc25yww2R83rXMppN7rVtYX+seJHge58yLTbK7GQ7HPllsdT7jJIxzXNtE9qZIZFleVG2yoJM73B6n+HHfPahu2pVGgsVD2PPZwbvZaa9kag1TSbfSb2yk05SZnmKxo4MUu9vkZsjczocBQMdasaTosuoWVwF1T7LcXZaG0tFBIneJd0gYg4GGwe3PerujSafB4b23k+nIZDcG7WYEyeZsxEIjjKgDkt6/Wo7CPWtM8O8wxJpoXzpoZyoZ42G1hgHKo+eo5JGaoqqn78afuvm69fS4/wAM6VaDR/7QuTqkV1Fd/ZYI48CW1Y8bm9SC2TnpnvUo0O1uW1W81rU7ox/bDYJKId0s03CBiAMHBwAB6c1WNxrl6b/WbS3mt4HjEdy8AyGjQAbST8zNg8kYz17VBo/iO/0O3aK3dbsNMsge4Ys74GFXPr/tDk4p6dQVDGNylTmr2S3V15eRo6zeCGxuNBjS7mvkSG2WDGLaFoz95Bjd8w5JHrjOKfoTanHZ3Ok3RhtHtV3mWYmKPdOdqpInO7sV75FYmha5G+tajql1cSPHc7oWnjADQhlAZiD90Kc8evStS98Ry3WoW8OhwTXZiiSISXMW6QyqwKzbcZzzg7uOaLoynQqKPsaaunq23pfqzI16/l1UpaXsSwSWvmRO0chLNIWyz7ifUZCjgZoENnPpVnp2nwT3Or3ZQXFwYirqwOGAP91uOnAAJzk1p6NHa28epTavHZLcpe7LlbvrECjMPLAH3mfv0AGayPDNymlX1zeNaXVwrWrxTmKRswg4Oc9FzgAk9ulSdz5eRqlF+5brZNvX5q7NjSvCuraTqCXUpsbWKBcOzvvjYOGXZgfe9/rRqyNpF9puvrdjU/taOmJYxCGTYVxhei4yPWnx+KLKFF0qy8PLPpCptt7Z8mRyTkqQSc87j6niqPiSTW7u4WbWbdrZD+6towoCRZUHavcnGCc9DSaRjSjiauJi8TZJq1tE2u3c3LS41b/hHBqZ0K1mktRI1gWyTDGcL5aRYyV25wR1FZd3odhb+E5po7WY3QsE1AXasGgUltrRK3Axg52/lViPxDpaadBdxK7axDY/YRArMIQvQtjtkHIPU47VlabqV7DaWK3gmu/DkE/lyyNH5kUTYwuQD84BI+XoPrQ+xhGlWpc1RLkSltrr5Lv/AME2tUaWy8E2l1BfTJB9mhjsAW3NHMxYNknGUZWK57YxVzw20LeHrH7PE8cQhAAc/wAQ+9/49muO1OHTB4fgu/nkY3jRxRPcEyQw7/mQKeFXYMh+x4rs5YvsnilJdsQS/gYRyRNxcxx7THJjpkK20+u3NbYeXLUTPEziipYaUOqbl93T8zTpRSUor1j4QKKKKCRaKKKCGKKWkFLQJhS0lLSIYUopKUUEhRRRQSzEpRSUoqz9GYUUUUEi96KO9FBDFFFAooJClpKWghhRRRQSwooooELRRRQQxy0tItLQSQ3dwtpZz3LHCxRtIT9Bmsie4SbRDsuVuNPuLCKO30+GHdL9pcFg5UHI53E5Py9e+K0dUh+16Zc2gZFeeGRVLttUYUk5PYYFc54J0+9Wx1G90+zUXU6KlncMoxuyBJjJ6YwTxg4yD2rzcbJcyiergKVqcq19mjNufD0Vp4WvZdTe4g1NIPOiCjKwbZAq7j0bzDnHsK0NPtNFt9Vj+zSWtzdx2oKoJPM+0SOc4RTwsmOo6KD6ir9zr+n3niKcSXNu2maWqzqrqSl1OPl+71YLk7V981kSaDPaW8Os2lyV1G4lR47aBRu3yE7FjI/urnOf5VwuyPWTqVHeq2m/W3p/mSR6PKdN1GXU1+3nTY2sbOKM/KpCAjYmNxYZPJHQZNaGmaVZ2Pg5pprexeCex+0m+m+dmuCSEjjQYJ2qD+J71gWF5PoGqS3X2VpL2LzIgk8jAiVuCzY5b6d60dZ0Gy0vQ2n06WSa8t7pLG4aaUiMSbNzsi4+bDMOnTH1pI6KkJQlCMpWTaat17l/QtH8S2WnHW9PMcAaM7kmOHwOrEHg46qfUis681G51nVIpLnzpbi6kVYVjQ7FYnhVH8PPPPfNdbo1zZw6no8V3FcWOtxWRsoraRCsTKWyHQnOW4/EkA4rA1+wOnyWTWYudPvJF8+WOaQNNG6yZ3MRkBn6+labIvDYl1MRLmguZ35Xbp+qJotsWqahZeLI/nS1j+yXDsZm8sAgiNl4D55z7YNXLLVNe07wtFcRXVg0UVuZUtpoSN1t/q8u68A5OdvUms2AtrusJHdCOKCOGSaV7WMq7KMvIxHOXYnjHFVvEJubL7Ppzajcvoqxx3CLJHh4CwyGaMDPGSMH7pw1MxrUrJUpfG7Nq2iW2nYZZaPrOvQTxpcyXEv2d41u7w+XEAPlEaHuQeuelbVgzeGJtQsryeSzmYxC1vhbeYGKj5jGTwMj8+eKp6HqWnJ4fvNB1OK9tLTUpS8V5bYlEa44ywJwQBjIHJPNJ4l1m01SXT47FrkiOExRPMW3PxkgoejL3bvmjoOn7WvWdCatT/Tda+bIPEepHXNca5t4xIgZbSJ0ORMw6HOPlJznaegpGvb3wpHNaahpYVzOl0rySlTCy/KJgF4kVTg4PBrtbC7i0uyjuo7iwk0RNLE8cNtGom85Th3UE8/icg8VyEc+n6tqmjafJbvFpsBeORLm53mQOSTlsZyc/d7npUta3Kp1516ToKH7uKd3101Xbsco07JNLLdE29yS3lRzRkImTneSAQSep9OgrX8P61a6BA0EzPJaXkwc3ibHLSA8owbICOCR7V0+paBpkMkKyWVxpUP2hrRIGl+SfC5R3PVQeASOg981btLfSdJl/f8A9lW2oXUPlSIMC2lK4fLKchDnGD/EKVjKpiYTpJRTd1+v/AOZ0zxVJZvHb2elW0sds8z2sJiZ5bQs3JbqQQOMf0rP08eZqqW2rtJaET/6YWTyyisSSwAHGeMccE1v6tqlnpOq2mqSvbXOpssq38OngBSdvzShu0uCNvYgHpVTVLr/AISCbSNO0a1mnniR0eW+kEcsoAyMtzkADknpQ0a4WraXMoOKa95rp5kmu22kWunqYhaW9w0z5ENy0pe1AwGYn7pPUg87qpy+K728sZALWEPJALeS6htQCLf+CN5GO0DucDjtVjSNLS3upvtUem3RNm1xbK8v+h3OTgsXI5Cc++RxWjq/hWwmu5/IuEW6W3N5DprYMPlcDcGbGO7EHJAIpq4Tq0FKNOUua2qk9dW/0NSz1i0W10y707UXnSKxWK00aNiqyzfdy7Ebh1ON3bkUaf4TutCguLwLZ3eolALOKRmWKOUt/e/iHIHPORxWD4Qt2m8T2mpxiJWG6Is5KtcAqd0agffIXnBxgY5rZ8RXFvpXh+awtrv7VJqdw7NNFKC0G3AOAPTGM9j0p3vuclSjVp1nh6UruVr2/J/mY+pQW8fj5ruy0qK/lsmQ3S2KHLSbcOxGcAZOR2457006/Zza4xuLTUJLeWyNo0yyBLidGIJmLjAzxtI6gdKZoGqR6NBJJNbXMLTXEVzA9sNn2pEyPLeQjlc/MT3IxUejRaLPJdPqcyL5tzubczcBichcfdkDEdeAoJxRc6vYJRftIu0UldbvvoWLxdN1HTrvXby42XkxcoBKoNuRhYYtnVmdRyenHWr2ja7plpoEcb3NwHt4ntmtFgGLiZjnfk5yEJxk8cHFYeqaXFaahZWtsGad4itxFOQ8iyF8KBt+UBhgjuByeabqmlXOlSQx3UtkY5S8eYpdxMqHDRY9RkZNTszoVGlWjGEqjs3eKejsunoaGlxnwrq1jfagsFxAS8ayW0hcJJgZwCOWXI479qTVdSg1C2sbJJrm6SKbE2o3ZxKxd8HGflReR+WDT9GurrUPEemx30ouRbI7W8dxIEXeq/IM4wSWwM9fyqTxeLQ3OkJq6RC6toN2pLbOTHFubLBV6FuSc9avoRV5lioqorztuttL2djb1jSYb2xuIZLW30sWt6sFrdHhZYiBiQjHz5Y4CjjJ9q4t73ULLTtS0kRWwi3uqqyZMbceYVIwMkqO3atm+8QS6Hq0qWGoJfxxW0b+Tdu08UbFsqFbGS2AuO4JxWfo+jaj4leWaONLVXlYSTXMilBIfmKjacsQDn8MUpa7GeC5YRf1mXu7q/cTxNpGm21nZ3tmi2uRsW5Q+Z50TRg+Y64O3Lblx7etZkUF1pVlpesR+WlukxMaxzFgqjIIweUVhuIHsa7S5urPTPC11YPc+RHJZtatYyQfvTO3PnMAcgMBkdhx9K53RWg1TTf7N1ZIzp1pEbm4mgJ85gPlCjH3gGfcfTJpXs9NyIc06M51I3itG3u0/X5bHeqwZQynKkZB9qcKz9H89NNS3uiDcWzNbykEHlDgHj1GD+NaAr2oS5oqR+W4in7OpKHZ2CiiiqMBaKKKCGKKWkFLQJhS0lLSIYUopKUUEhRRRQSzEpRSUoqz9GYUUUUEi96KO9FBDFFFAooJClpKWghhRRRQSwooooELRRRQQxy0tItLTJKN/wDa7qQaZZvDE93DIGmkP3BwAFHcsWC/jXPabZ+ILuwSKyuINPWBfJW4iclrwoSgwP7q7iu7pk9zWlrN3qNtcSCx0+K8l+ymaByDm1dDzL/tHDYCjnPNVtU1mKbww11pdusZnt0jvplYR/ZlRvmjWM84LHJYdzXjYrWrJnvYFzVKMIpWb3fTzKniCzijXSfDlpBZI6MTJNHIGGHJBJk6hlCl27Z4FLcJLoviK0tdBWXUkt7R5o47lsqZXUbmbps3Ag4zk8Y61VsIn8Jy/bLu02XxjD6dbMQwZ3OG3f3eD0POTWremTQbaO5s74PrN7M0eoyXSb1Mkf8Ay1jXoNrHYD+nFc61PRnCcZRpwfNdNeTb3a8rHKO95c3T3EylJLli8kARvO8z++uP4s/wjgACtbWtY1fV4RDdHZLCAscaps/fcDzHH9/vXSeCtPmtdOV9N8k3Ul15jySyCSS3thx90jIy27jOeh6VieJbaKz8SahCkaGKORWEcbsWZsA/OTzvJ6kcelO1jrw1WFSq6DjrFOz39bdvIueIIfEXl213qWnKlsgaNI4FxI0h5eQsD8mcZJJwtZOjpqmuXEiIUvHhiDyXDy4McYO0AseJMdyvHFb934lhv7a8Qx3f9pXllGl0BJiGMnHKLnkcFT7jJzmoPD+owWjz2N1PcR/2gUgR4inlxD+++R2/IjirMKX1inh3WUeVx0S+epf0zQJNN8T20Go3qx3hSSW0itJCHlKn1xgBlzweoNN8bQLDptrrsYubG4lkSOSC4/eHyiSN2D1K8ZGeBzWhr9zZ2vhuPTrDWDNdQyxyYilVpJFJJBJ67RgkYPAAB4rm4/7a8T3s9qVnvsqZv3j4jbPytgYwrAY4HUcigxpe2xLWKnPltpfb/gWZb0HQrS/ikkmiuVL3YgKWRxGhKZ8yQfwrkZz36Vg7RHcrO7iS45t4mXleCSdo98ZJ7DFXYDeWF8tkZrmwlcpBMFOXAYYBZc4PB71140LTfPvtF/sWVHttPUf2mWEauU6Dd/Bk8k9x16UHZWxP1Wpeb5oys0uiXc4CG3EKmIDMaSs0OTnarfMQPTnNdNpXh+0l0/TL25jvrtr65EatZcC1HPL9zzjJHQcisTT7KfUkmkha12W6gzzS3CpHGSSBk+54Fbq2GsaNpd1bLq7Wl55E0/8AZsRDeZEpALLJ0Vif8BSSN8wrQVNUqVRRd1/Wl2Ura205PFc1rfXxvYIUPkzXkpj/AHykbQxfoQeMdDmovFl1ZmPTrRbSyj1TyjPc/ZcCAxsTjD/xAHtjI+laHh6/gS0km1K4tYZZ7sPei8jMzTRbCEVT2Oc7mHSovCmlWsqXuoNatPNY5+y2gIIcOCp+X73fr0P1o6HBOUo1HWldcll63TXy+4450jUidHT9yrrhTxuPf9K62Twtb2kMJg1e8hv/ALOLtphCfKiVcF1LKeDjtn61b1nSLW7g8PJLaW+jX10TE0Tn/VQoDjgfKQCBkk7hkCsDUoLvTLW0sDqV3JZvE0kcMgMBUbiCrR9VzzjJ+YVFrbnV9ZeM5YUnyt3urbpefUnGg67qcxu57q3+1Sostva3EoWYBehRQMKqjDYxjmtm01y71WS7sporHTLuK3K32pyENIkKn5sg9Sec9gSKz7fxO7C0eHSoJ9ZSM2trdRHZtUkBFVBwcd88E1Ak9/ot4J5ktNUh1ZHMsUa+ZHcYbBA44IYdhjg007amE8PVnFwqJKS+FXt628vUtx6TqdtJYaZp+oqbbVYmcTCMiNB2AbqGKdemelWT4Q02O3eSxv2lkswkl2kyYR0B5AwflBwec8Ae9ZsviHXrLWTqVwGs40T7KYBbhVZVwzJuPcdR6Z610OqXmoSWF3a6da6bYFrUXU6JcYuEjPWTIG3BHyjkk+2aa1MqlTExcPeS5ut0r972+4j8TX8X9kajp5v7S8Z7qNre3hHlta2zLuTgDkcdRx61z/h/Tba5XVL6+s7jUWjSO1hjtlKySmU4BkP3cqM4bHTmoNL8N3uro95p9krRwAxmUtsycZ2Y/iz6dATV9NWn0bT3062ea31OOSSO6eB1eIhsfMWH3pFHAxwpzRfW5u8LyUXh6Uuapfo9UvMq+KIIdJ8TahaacYwbXy5Ps20rxtGAhzknjO7+9xio9Xj16QGfVbyIWwkSHa5CS2rOm7bnGBK6/eOT25zV/R7PTJNOvNU1mxmv1W6jtolGd4kkOC+7pznn0I96h8TG6TXLjTHv5J9MsgIo7Z0yFbqQxbl9vADHk5pkJTqYiGHT5pQ3+71IdG8MXmoEQWEEotyxCvPJuijK4JCt1yM5x7VV1CwuLeWa3uYpcSEsrOpBuADjzBnnDEd66Lw5NozaHbaXLqDWiW073cgjjKRquR8pk7sfUdsiqXi3WrDVPEom07BK2/76U5BLA4XAPb0x2yaDpw+IrPEujONo6rb9WbOr2+it4bLW1tp8VskDPbSrOTK13nDqMdcDIz2PSs/w5faSll/Zl/LPbQx3H20GNMRIq42qxX5juP8ALHesh9EmsrKG+aKJCsagwKSZFjkJKlh05Kk4HPc1oaL4ig0W0ZQkrXIuHdUiICzjZtKynklVJyAOlFzCWFi8NKMXzvm6PYq315pviLxol3FuitJbuFpDIArgD7znPVSRjnj2Bq3rVzNofiLTby2tUsr6fKT2kbDyydxVU2/3WUBuevFJ4f8AD9jPotveXkc13C12LQpCdjW2SSZGPfBOSOR0q7pvhwQX8d/fXMt5cwlltllbeIxnh2b+J8fgKPMxrVqdGXLe/IrNW0f/AAxp6LbXsFrPNqDD7Xd3D3EqLjahb+EfkK0xSUor2IRUYqKPy/E1XVqynLdvpsFFFFWc4tFFFBDFFLSCloEwpaSlpEMKUUlKKCQooooJZiUopKUVZ+jMKKKKCRe9FHeighiiigUUEhS0lLQQwooooJYUUUUCFooooIY5aWkWlpkkcplDRGB2SVZA6sOxHOazDpggSIR+X5EVyblo5Yg5lctuKs5527vmx64ret4tzFyOBxn0qZ7WNxygJ968rEe9VZ34ebhCxylxZw3lzcTXVikzNEI7ZnYhrcg7t5I5dixyTx6DFZ2r6frmoym6klt7mbCrFHCPKCD+LCtxzy2c5JrrZbTYcgHGelMEXt2xXO4HoUcXKm1Jbrby0toYerxR2dsg0J4raea5CQi1EkcssJXG2ctwGDZ6nnNUZ/DOqWLTSyMlwxkjF4ISZJbNNoxuXOSFGefxrrhECCDzkYOe496WOAQszQN5buuxyo5dfRv7w+tDgbU8fUppcur7vf7/ACOY16zs9Ke28lGi+0O6wq84lM8YAIlVhwpJP3Op6ipNB1mxtLW4gnuVtpJLiMJMLYTHA+/FIDzg9h75q+/hXSWiaNbERq3Xy3IH5UP4ZsXtZreS3DmXPmXBP748fJhumU6g9+9KzTujqeNpzw/sqjctd9mYF9aW2o67dTaVZvCk5T7NDBGA8ZXJJAHfrx3ya2rBZdKh1DS9ZebRzqMalLsllTzFIIVVHXIPODnHFM0jTtZ0DVYNQge2vXRSkqh2h88H1BB57/WruqwkeGri1jvNSvJproXEEN1Asslr/EVLdducjIOcHFNd2GIrQly0Ka9xpa9b/wDAMrxZqMN3rCtbtHNiEQRhAQ80g++zE/eXvv6Y461dnvfFI8OhHhmOleRzOy5JQk5LknIzyGBHTHSuYtbTUbiSSIWDT3MxxviVlYKOiAMOFHYA119n4tsHvvP1WKaK9trX7NcWhkzBcAHBTYeA/wBevSnc3qwnCnCMIqfL03aX/B7mNpVtqVqtvbWdpEtrqTLEsdxGrQTDBILr1wACRnGccVuay2rPZaj9l12K+gtLh7a/tngWKQRlR8ik/ex95cdvU1jW+q3V8ZNNtbaJpryRY47gPidUVt0S7+mE7ZHSrviLUfEL2Safq9hbxm4ZxGUiDNKyc5GDkMo5BHJFNbGNelVqVoylGMX20vbf/gHNnKS20qrIYJt0QYqVUvjKYY9CcEVJYy3GmTvqEMskd625JJwpG0lT+7UHphTwDz3rqtS1rRtY8Oaut/eg5TzIrG6g2vDIq8sMdA+OD/DuzWhLeQatoT3KXenHSnsEEqz7vPhu1AC7mABbP3emTjjrU2LlmM5StWpaXt1t+Vmc3q2nXl/prajfaiLqSKKJrm3aM4KPgIEbpkjl8deOlM8N6dY3mpTrqANw6wM0Vq5Ja5YL03HqQMADOc8imf27bXGgPpVy0rXlqkKwAsPKiAJO8DqHIJB6jpVeG2luLi2jUPF5tyLeOV1K+XL156EEDnPHtS3OmlTksPUjOXI7tJ+Xkavii0ijttNu1s7TTNTn/eyxWz75IyFwuHHygKMHpyelUNK1VovEkGoareu7CJoxcNGGEbEYV9g6Lu5IHfrxmpNW0q0021N1Bc3DRRXJtLj7TGEMYXoy/wB5TyRjj1rW1LT9AsdAvSbZ08lImt79xua5LZwQB93PTJ4PtQ1qYwq0I0I05Xk5XV7arv6GP4n1S1Om2OnNqB1GS0d2uNSlX+Jv4QRwBnrxjGOabc/8JZPpUqT2040xIVAH2dYwqLxtbHzPH3I/GqlzpF3ptnHPcTwSPsWcxwAtJHAzDY7ZG1uuOMgECuguPF+mNJJqdtDqLas9ubOE3Um6ONQM7jjgFjyQMk4Hal6kuKjCnHDx54p7vdP/AIJl6dr0NtpWm2l9afbWsLnz4ZEfyo5OCQXUfeKkjHr36U/RIrXXNZuptTgFxNJGZILSFhEk83P7sDqRjv0HUmufjCOyQx7ppCcKFGWY9eAOv4V0f/CIajBK5tbmGTVAmJYY5/LMVuR2PUZOQfXFKLZ14mhQw6fJLlnPrcvQx6lp/iFrPw4scEk9slxdRSSh44Tk5jyeFA6Y6nHNc7rel6ro0jpqTG5nklEUF2Wx9q5zvxnICjPtwKuaF4isLC11DRrxJvs1/E0rTxqGKnBXCqeWdiOp4q7rDR6jpmnafotpqF6bOMKL+5i2tgryNxxznqMdhirexw06lSjiOV6K1nLv53f4DdZ1rT7yxktLCK5+zzGHyrdokjS08snJUD77NknngZ61vRaPp8UFzpd3pmdLhs/Mk1GTBkklzuKb16bcjp17Gq6+H9MZ/LGjCa1a2UPP5zRzifGOF6YPXNVYfCN09sLW7v7yW2UAC2jO2MAHKjn0659aZzyq0JR5ac3FJ3d9W/Na9Dlr/VLzVLG0tby5Ux2+Gt9g2sjYwrZHJOMAZ7cVvL4Zs7vSbZlSSyvCyTyStGftCTZPmZ5wVZcAL0HXNdLp+hrp8LRWyGJXbc5ZtzOexJ9u1XksVUc8/wBaFDuZ4rHU37tCPKl+PqZGnaXb2aulqsuGPzs7kl/bjgD6VppAF7d6trFt7UMtVY82pUlUk5SerKTDDke9Aof75oFepTd4J+R8ViIqNWSXRv8AMKKKKswFooooIYopaQUtAmFLSUtIhhSikpRQSFFFFBLMSlFJSirP0ZhRRRQSL3oo70UEMUUUCigkKWkpaCGFFFFBLCiiigQtFFFBDHLS0i0tBJoQDbboPXmpQDikAwAPQCpFFeQ3zSbO5KysRNHkdKryW3oK0QuaDFmlYdzJ8pl7UYPpWqYPamG39qClIzskcYNLnNXja57Un2P1FA+YpZ+lOBA9vpVo2foKabNqLD5iItvGG5Gc4z3pr29vMuJYIZBjHzxhuKlNq46UhhcUWLU2ndMoDQtIDh1063V853xAo6nqCGByKt29utrPcTwnL3U32ibf8/73GNyZ+4SOuKfscdqMNRZClUlL4nczdV0GHXbdI9QnklkR95uNqiSQf3HwAGUdhVeHwlYIMXImuCSQZA/lsyn7vA43L/CfwIrcyc5NKDg5FJxRpHE1Yw5IysjjP+EDuiZwuqQOjsXUyxsXXP3gxHBzxkdPSumuLW8voY7e7lg+xva/Z7u1RTICw+5LG7fNuH+1Wgp+QnvmkpciCpi6lRJS1tt/XU41/BupyCE3GsxO8AxA7h3CL0xg9iOopU8LXRlTztRaeD7ssUIZd691GegP6V1+0ZyacMscKPyo5Eb/ANpV0mrrXyRg3WhzSWbWen313p9lJgNbO4lRUxwqZGVHcjOPar6WFoLI2kenWghY73UKcF8Y8zHZv5VqpZO4y5OM1citI05701A5HiqnKo32/MxTof2q3S2a2torVI1jjVI9jxBTlSrj5gQeRz1Jq8dBtLi7hvrstPeW42wz5KlBjHb7xx3OeprUwMdaaVz3quVGLqSe7K8elWMUrzJaRea53PIRlmPqTVnGPuoopMH1pOfenYHNvdjstk5HJ600igk0m496CLDSo9KaRTy3tTSwpFEbVEfvCpGYVFkZJ9OaBoot94/WgUnU0or04q0UkfGVW3OTfdhRRRVGQtFFFBDFFLSCloEwpaSlpEMKUUlKKCQooooJZiUopKUVZ+jMKKKKCRe9FHeighiiigUUEhRRRQQx1BooNBLEooooELRRRQQxy05fvr9RTVp8YzIoHqKUthLc0s/NUqGoGV95wuealUSf3a8hHcWFqQCokD/3DUgJ9KZJIBShBTQaeDTC4eWKXy6cDS0BcZ5dJ5VSijigLkRipjQA1ZwKQigLlFrf0qNocVfK1GyUDuUGQVEVxzV10qtKMK30xSHcQLiNB6ijBJwAST0ApxIDlcgBBgknApiySTfLD8kY/wCWhGGf6eg9+ppAO8tU/wBdJtPZFGT+NWImC8RW5I/vNTYYEjUbc5HUnvVrOaaJbFV5T1AUe1PBNMzTgaYh9GabmlFAhTSUhNJmgYtIaKQmgA7UxulDGo2NIYjYqFz+7c9sYpzNUE5xGB6nNCV2kKrLkpyl2RXpRSUor1T42QUUUUEC0UUUEMUUtIKWgTClpKWkQwpRSUooJCiiiglmJSivlyisPrPkfoLq+R9R0V8uUUfWfIn2nkfUneivluij6z5Ccz6lFFfLVFH1nyFzH1LS18s0UfWfIR9TUV8s0UfWfIk+pqK+WaKPrPkFj6nor5Yoo+s+RLifVK1LAds8Z9GFfKNFKWIurWBRs7n159qkVztjY8+lTJeT/wDPu35V8e19ZeDpCPBehD/qHW//AKLWuO1joUrmul5KOts1Si9/vW7flT1kNSq5OMgflQBEtzbt1Rl+op4eBujYp/B6hfyo2oRgoKYCBUI+Vh+dL5ZApPIiIxtx9DSeQB912B+tADgDR060gEw6MGHvSh2/iTHvQAtIaXKnoaCKAGEelNOacaQ0DIXFU7nCRlpHVEX5nc9FUck/gOavNXNeNGI8KalGrlGniMCkdcuQoUfXNJghdLvl1iP7agZbWU74FZcFk7Ow7E9QO1bMYArK0e3W1tI7dB8kKLGv0AxWunWkh3JVp9MHSniqEKKcKbmlBoEPozSZozQIM0buKQ0lAxdw96QkUhFJigBDmo2Hc04nHeomY0rlIaetVpz+8K/3eKsb+cnpVENu+Y9W5rTDq9Q4cyqclBrvoLSikpRXonzAUUUUEi0UUUEMUUtIKWgTClpKWkQwpRSUooJCiiiglnyFRRRXnH3YUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX1d4PP/FGaF/2D7f/ANFrXyjX1b4P/wCRN0L/ALB9v/6LWpkXA6BTUoNQrUgpFEgpwpgNOFMB4NLmmijPNAD84oyKQHNIaAAqDScjtS5ozQA3dnqKaRTjzTelAxjcCub8WKslpYxMMh9QhwP93LZ/SulPeuW8TPm80qIf89HnPt/CP60mNF+x+631q+vUVQsOVIrQHWhAyQdKcOaaDxS5pkjqWm59jSgn0oAcDRSc0vNAB+FFHPrSY9zQApppx60YppFIYwmonYVKwFQN1qWyiK4fERXu3H4d6gpZW3zn0Xgf1pK7cLG0XLufP5rV5qiprp+bClFJSiuo8kKKKKCRaKKKCGKKWkFLQJhS0lLSIYUopKUUEhRRRQSz5Cooorzj7sKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6s8If8iboX/YPt/wD0WtfKdfVnhD/kTdB/7B9v/wCi1qWXA6BKkFRrUi0ixwp46U0U4dqYhaWkpT0oAUUUDpRQAUhpTSGkA3NIeaU9aSgZG/CmuW1rEniBkHIggij/AB5Y/wA66mTvXK6j/wAjHqX/AF1T/wBFrSkOJo2HANaAqhY/drRFCGxwp4plOFMkdmlzSCigBc0ZpKDQIXNLmm0UDFzTGNOprUDIXNQOcAn0qd6ry/caobKKw9+p5paSlr1oxUYqx8dWm5VG2FKKSlFUYhRRRQSLRRRQQxRS0gpaBMKWkpaRDClFJSigkKKKKCWf/9k=", "path": "030061.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030062
Women Tops & Tunics
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", "path": "030062.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030063
Women Tops & Tunics
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"path": "030063.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030064
Women Tops & Tunics
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"path": "030064.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030065
Women Tops & Tunics
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", "path": "030065.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030066
Women Tops & Tunics
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", "path": "030066.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030067
Women Tops & Tunics
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", "path": "030067.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030068
Women Tops & Tunics
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jOMGQY+g7V0FlbhIMkcmqVzbmSRjWxbKCsYHQLWFeqmrmkdBmzEZz1NJZqUll8sDO3OG9jVpkyDmmWqfvzx/A1LCT99GdTVFu23wxhATtLMevIG7qPbmlGGxBOmZMjY2Cqkdjn1os4BPHOHY4CgDH3hkev4VPEzwiTepJT+Id/p719XT+C55snZkD27vDIDzkDeuPmJHQZ9Kgli82yDkfPG3zLnp2IqRtZQS7BG6r/t8GptMhSaOVljwCxDKDn8RntXLValoa0nyq5xkVubO/eAD5Scj6elbSipNR0wiZVBzgkxHHbP3TTohiPc2RzggjpXkV4tPU6ObmV0RMoqIgvlVH1PpVkRmViBwO59KjnvYLIbEYNIOxFYRGOhEFvDJDc20c0T435OCcc1VkvjcSu6oEiHC47ADAFVGne4fLVYhjwtdCxE4qyZPIt2SxtI4yVTPqetTMZEXKsR9fmBpAcDFV2d5HbnGK0p5jWh1I+r03uiwLtwckJ+GV/nSm9kDEeS3/AH0KpCDKkL3qRYlXPFd0c6qRWpn9SgJqF3JLatGIsbu7VzSXLRz7HP3fusOM10DW+7czfgKybmyNxcJHEvzMevpWcsxnWfMzWGGUVZGzpbPM7l0+aPrz1q/cC6hiaa1iVyV4jk6Ejrio9MslWFYdwaONRvYdWPpWtKkssDKi/NkBjn7o7D61VHEVVO62MqtOGzODl8Y3kTbXsoFYHlSSD/8ArrpbPVbS/VjbS7yoUsMEYz9ab4g8J2+sw7opQblF3Fk6/j7Vx2kzDQdaeC8R40ZCj5HGeoPv3/OvpMPiFVj5nlTg4vyO/wB9NLZrnYvFVlNfQ2sG91kbaXIwAe368Vtbq6iCweRTMYqIOQeKdvzQMdmnL2qOnKaAHHmmkU84pppARmmNTzTGpgRmozUpphFMk80jsLu9lDRwSuznGRyScdqvS2c0b7PK8vC4zIVTI9eTVayidNU+zyMIyGKNjnH0O0/nikuZomLBImB9WfP8gBSEQzEqwUtj6EY/MGq0hJOc09wSciouR1FUiWPQlOh+Rufr71uR3n9kxQNFOPNeHzCu0jbnIxkHPTn8aztLshf3G1iVhRTLKwUnai8k+1O1Z1vriS7EeGlOYlGSFUdMn1Ax/wDroBDlvTLAoMiiUtkLGo4+p/p6Uj3BZ42ieRWCkswOPmz2x2xiobe18tiWy30FXhbxyKRmpKI49QuYHJ86R1b76lvvf/X961YruK7gLvK5l5cpxlm6k/iB155HvWM0CwtgH9BTFyjBlYgg5BGQQaYXOmj1GaBX8h3QJGJSQOCpwM4PucVraZ4ijnxDeMqN/DL0B+vpXFxTusbRq2UIwy47UxI5lyVBYAZyB0HvQO56mpV0V0dWVhlSpyCKUCuA03XLqx4ikJT+4y7l/Lt+FdFD4riSKIX1rNAzruXAyGHqKloZvCisxfEmlN1uSP8Atm39BUket6ZIMi7Rf98Ff50hmhRWdJr+lRrkXYc+iITmqk3iu0i4EE5YfwsoWgDdFSxRSTSCONNznkqew9T7VjaHc6n4ilH2W2W2twfmlY7ifZfU/hXbWlhDbo0UVxtkPMjM3zt7Z7fQVhWq8kSoq7sZktk1lAGl8vBwzbjy3+AqqYkmYmU/SptUMJmbDSzY7scj8Kpwyb2JKkFTgqetfG5hXdSbuerQgoxKt7GACIrUqO5INZBTk9a63LtEWjVW9Q1YjwebO52KhHVQK4FI3TM9Yie9IyEcGtNLdgPu02S3KqTtpqoUnci0mxW7mLseE7YrdkgDRMCf0rG0icKSjDqcDmt4jdG2KxrSdzWCKUdmpyStLCm3eCO/FWbcYVh6GmNgSNgVz8zasWRSMR0p1pzOc/3D/KhxnmprGMGSQkdEJrrwi99GdTYQXcFsABueVioZc8D3q1C7TaigCSIiL8voW96oOB9quJSPmQbVHPWtFbO4SFD53lhRvf3X0r6jC1HLR7I82a1G6nGstoWZSXQgpgdTmo7KCQrFJ9pKrMmXB7Gneb9rnAguiGUk5P3TjJ5q/AiNGwkXAbk46jPXB9GrWVOMpNoFJpWM9Fa4ieK5jJiyQkh4xj09KzZ7doZQJjlM53juPQ+la16rzRyIbqNIo8ZVByAPfNOnt0Nl5wPO35iRnI7Zz149K46+GUtOprTqSWnQxbiR/s+2BcE9CBWO0Y8xi3J7mtp7U4RrefYcYAJyvfH071jO7i4k81vTFeRUpOm9TqhqrkkUWeAKtKAoxTYwdoxSkevSsmxtCO5CkjrUCl2JwMZqRhnirMEQ25IoukCRAqkCnBaVxySOgpyIzkcAL6k1DdxoiIzxUtnp5eVzCPnJy7/3fpUtvB5zNt4UHG6rZmSCNNhOGHyr/E5z+g9q6sPSbd2TOpbYn2pbgABsE8ZH/jx/pQVYRLEJcksCcH7wzzmqj3EgWTzH3FiGxjgY/nUKql8PNB3Orbgy5VlPpj09q9mglE46mp0TPCgHlKA5+9gfofzrnvE+gQavHKzIY5gAI2B5BPr7U+DV5ljdZ7VlO4qhHI/3j7VbS9juITBgyzyMAzN39x6Ct5VvZ6rQyVLm3PIJLWbRdUjFxFteKQNnscHr716Da3lvex+ZbTLIoOCRVjxJ4ettYtf3gCygFo3x90np+FcHY39z4Wu30+/t8Qk7mx391PpXp4TGRrK3U46tH2fod3Th3qha38F7CskEisGUEgHlfr6VPurtMrk+7mnCSq2+nbs0gRbWQEUpIPeqRfFKshBzQMtEVGwpqyg9aeSDQAwioyBUp6Uw0xHmDSrG08isvlEMiN5QPTHYnK8Hrz/Oo42jMZLqc9iGHHr9e1VpY3XoR9e9IoOKrczLLMOx/lUR5qNiBUsELP8AMThQe/emBsNK+k2kNvAy+ZcRh5JEf5nBxlMr0Xjpnn9KqI2zHA444GDj0phIDsS2SepJqKS4AbBXI7+9Ay0DxmniRl6Et6gE8frVNJyYznqelOEqtG0XAYEHipGK7EsSFGPTJ/xphkPuPpTCR3ODTAW9QV/GmiS0j5yQQpA4JGakhu3j2ushjlU5DBsfl/8ArqmSw5BGe+D1qQyjHQ5oKTsXY75xOXLHJ6tgEk+47itW3uUu7KS1kQNblsjaozE3+z6ZxyK5/C4BI3D1PaliuNjZViPXIFSwTN9NOZy4MqeZglOmHAHT2b2P/wCujBFtWUTAruUheRnd2z/nvU9vfpIoEmQ3cnpW/pWlTa/cpAgHl4/1xHCD0B7/AErOc+TVmii3sYFzFKZbe1iaSSNYl2qucbiMngd8sa6rwv4BlvGW61YNHCPmEOfmP+96Cut0rRbbSoVZII55oQRJv5J7g/StSO5Qq7QyrtOMxuuB+lcNXHxWiNYUG9x0EUcFusdqtv8AuyMI3AVfYVFe3C20LsbZGcfxHvVWe5SeT/j1QbRjg4qq38MZ/iILD/ZrwsZmN07HVCgkOXBVSFAyd/PPNHkp5zyOfvEgDFSA9TjjbgUAbWIwDhO4rwnJybbOpaKwwW5KsIQd+MgHvVPbuJLqARwx9TVqW8QRRsHzIucnOKzpLlpWc5681mUh8m1BwKrMcmpUUODhiT709LcnqKV7FLQyEUw3S5BOT2roLRh5bIfvDtUa26STrtRRhsnjsKkkjMUwZTwx5qak09DohsSxLh2HqKrTqwJxVwHFBUSJyKwvYdzMLt61e0/OyVipHA4P1o8hR1Gat26Yt2JYY3A5P0PpXoYFc0zKs9CiRzK7FhHI5VSPT1IpY41mbY8rsTxs5GFJq4lwvkokThZQCAHj5Oe49KuWPk24naSQlid5JGSRjmvoKcbHDJ3Mqa2H2hYUz5MO0sR1Zen6VeiGYi0JC2zMoVSeSScE1Sju1uZBbgshUthgeo64P4VZihUNsaU/M3yAnnd6CtotrYzsV70oYnt2BaYHCP6jtn1qolsZrKJnmcR8hz/CFB6fXNWhAY7ybcd0kLAoT3U9aWaY2yExPNGGPyqYgFB555rCbd7tm0drDLUI28IrbN3DOPQH8awL6DZNHKeAW5rp4UdLVpZTlyh5I5J7VkzpFJIqFASPXtXnYmaeh0UXa5XhUyhdi/eOBVp7KSAnevmR4yTGckVdso/JgkmfAXBCjGAAOpzTFlk89VcKsb8qc8he3PfvSp4dSXqDqGbEsQbOGJ9HFSlhgnNbUq/Z4POkffF7gH+lQvclY1c2hWMr8pKgfn6Vp9QuT7cx44JZiVhgY5/i7VOulIAz3TkD+6rcBf8AarXiuGlQeYPLO0fKp5rLMcU90Qs8hCdRtBTg9K1hhYwD2ra0BXfzIjbKPKJOW/hGPT396gM8TkzQoQ56k/eP/AmrSPlRWwZFBxllA6AGqLDMJeRhGvcldzV3RpLlMW29xkeeSQwf1Zs0+CFIoy5bnlhxy3pT4Ld5d2XBhxk56n6+lE7xRKIVSOQt2zjP5VorRViL3ZRe6mkYxGJA+Oidvc+1CSrACVcYY4ZvX2X396ilkihXcwDM7Y+UcMfQf7K1TZnlOWb/AICOn5eleXiqqT0OqnTujWjvWuWdmXbjgDPQdqzfEGhxapZbWjUTrzHIex9KI225z09asJeA8P8A6sds1yUMROnU50wq0k4WZ5rZX93ol1IsS7CGw8ci5BIrtdN1i01KFTHIFk4DRk8g4Gceo561V8U6St7E19aopmjBLe6jsfcVwSSYPp7jrX3WDxMcRSUlueDUi6bsz1ejNcXpXiiaCRYb0mWE/wAf8S/412FtcwXkIltpVkQ9xXQ0SncfmkzS4pmKLFjw1OEhqE8UZoAn3n1pvmGotxpKAPOJMlsAZqucbyFYZ9M0/wC0tgY69wf/ANdVBcy+YUz1PvTM2y5FEpfLjLenanysTGdpG1eOKZBc7csqggDk5FUt5aJsth89KYh/mgZ+bJBxgUrTALkmoFUbsk075Cc44piuPFyB061Yt3UZZup6cVTKr87Ac4qym1AoGT9RjmkCZZyDTsdKZuHHGKdkHoaRaQFeSBxQUB607inYoAiWMDpTsU7FbujeGZ9RxPMWhts43Y+ZvpWNfEQox5psqMHJ2RDoeiT6nPvb5LVT8zkfe9vrXpOmQLa2iQxII44xgKOpqhZwrDGsMYCRIMDA9P8AHNXU4YE18hjs1nVnaOx6tDDqMbM08uZzMGw56n1pWQu2elUxdMAQTjNPhul8tlbrnIavMdeT6myppbFqOPA2gZA/Sq8wSOTd5rCQdmH/ANemPdhl4BV/7yHGaqyu0p3MzE+5rBu41EsT3RYKB1Xr71G18zM5AxuGKrhT65oCljwKQ7Ck5pEgZ2wOKljt2Y5xVhIiqkk1m5FJESRBelSpwabvCqSarPMzqyoyxjj52PNVGLlsVY0YOdz46kChyHBXvSWiFLVAzliecmpGHcD61hNWkawI4ySuD2p6ntTUXDNThUXKY481OWEUEWFyNoJHrzUUCF5lXGQSM1aMXm3aghTwWIb06D8eK9fAU+q3Zx1altGQHYWNyIsW8Z5+XJB7/hxUm4ztIZJCLcIAMDg59e9akGnoPOO8lDyUPSmQ6akU77G/dhMBD0FfQUqLSONzMSZgoS4jBVV+QqQAcdyfrU5WGeS0O3Cu2QycAMOwqzrEaLFL+7Yq6nmNemOx9qhtI8W9vCJopY2wcE4ZD/smiMbTsNPS4SOsh3QqftJJSPPUjPJP0rPuobhJ0W5kJ3Hpkcc10DxAKxAyyggEcHB6gHtWd9lgLxhBIJR99ZOTx9anF0vduioT1I7yRY4FQL1OSc9hWLaobm8YDg55+lW9Rui+5lPyjgU3SYvJt5bhyfnwFAHO0V4ihzyv2OtaRLE1wgnWAh9hGCU6gDoCOmO9GoKiRpKGEjBQqBOc4PLcVUs/3t9kcOx+TPQHsD7VoSq62ZO3ycjBeQjGCeQvfPSu+lFtO3QyehDbPPtklntTLGVAGO1WUtJGgjRWxEGUqCfmHqKitNktk/nXB8tTgRg4LH096vLIkMBVoyGjVSwQZABrvo2cfeMZbmTfIhDzzn97yIxHyVHbNVILKe4VCiCKEjB54J75rVcyxkvFHbSLI2AY+pz3/SrcEYaFFUeXkkOB7daSo+0loP2lloYsFvOqSJcKY1izgnnK/wCRRGiNLvUSNluG8s4H4mr9oVn1RwhcCJMP5h4znsO/HetQxxbGLcKBnNdEaVkZyqNswJ28m3mPmRtzhFC5+Ydj781QEZhEryhQQMyFRgDP8I9+K0i5ljYBIlYnEZxwx7t+FZt6TJII1f5I+N2PvN3Y15mKrRidNCnzu7KMuyVpCQc8AAjoOw/nSx/MDTpxhWB5Pc1XDnGBXiuTm7s7+VRVhJWU5VahDlO9OPBY1Ex3dq0jGxjPXQf9rC/ION3evPNXtfsmtTQD7hO9P909K9ASBnJ7CuW8bQi31i2I5LRcn6GvfyWrafIeZj6a5E+xz46gGr2najc6bLvtpjH6qeVb6iqS4ZQSKcB7Nj6V9UeWmd9pHiGHUmEMoEVx6Y4b6VslQa8pV8VoRancL8sk8rJ6LIdwqGi1I9DKikxXGwavewsXt712AGSkh3ZP49KtjxTdxcXNnHIB3Riv+NSM6ajIrFsvEtleSCKTNvIWwBIePzrWzmgLnlHmh+VBP0qKN3aYL8wOe5oCgLvQ5+hqFpDkEg5A6cVoZGiifINwpgVtrDH8Rpkc2ItrkEFc4B5pc5UFWIXsBSGN2ZI559KlUDOzgkdc0wdevNIC7O+Dnn8aAJCxVjxkDoAKniwu5yPpVUeY0m0L9TkVoRW7yrwpwPak3YaVyMOWzn1pR7VP9lK/e2j60GEnhFJPtU8yL5WRqTkVICau2mk3d7OIYIWd27DsPU+gr0Hw74Ns9OcyXYSS7QDIbGFz2x/WsqtdQ9S402zF8OeEnmH2q+j3DGUgPGfdvaukbltuMFRjaOgFdK1uYQjpF5gVSCFA+73JzWPeIjzM8fSvlc1q1J6tnoYdJFWJQp6cVKBQseOc08DGa+cuzuI9tG0DoKeTTC3bFHMwEPPSkpwHerCRjGWFHMCRXjQscAVZRAmTjnvSuyRdeKryXLAMEBB9TSu29B2sTvIsW4MwH9ah+2EghYjt/vE/0qk8qwgSyyhmHdv8Kw9T8SiFnMKO/q4+6tehhsvq13ojKdaMEbt1d20UJaZ9o25xnFcnqesSX9zFBEWjj3njP3uazn1b7VIDK5J9T2+laui2QutagYMCEPmFV56V9DDL6eFpOc97HHKu6krRO7trdooERv4VC1KoKk+9HnRjq2Kfwwypr46u+abaPVp/CQRlhO6HsKkDZfbimSKflkB+7wfpVmzh89s5H41FOm5ysipSSRb09U+dmIz0GTUqwyCUTDAz1XHQe3pTBEk2U37Is4Ddi1WEifyI0cMQuS+OrH0r6nBYVqJ5dWonIiilaaN5ZHfA6oCdoX/GnQzDzxIjlY2JLbxwTUctyLIgRxptkfhQfmBqrbO8tvlmwpOHMg7+1dc6rj7qISUh1xvvEumEzbk4AToV9CKj0to4oo4/JRZZMqJCOn1q7Dp8aurIpMZGCSMcCqV7YpuJhiPyuA3+1nPT2qLS3K0tYuy7PLmQSfu1jAUnPLZJyD+NVZb12sy+P3jAKOasl1e1J8wxhhhVGDjPQVm3x8mNEByVH4Vhi6slGw6UNTEmeS9vFgVsDOCB0Hqa1vszTD7PG6oVUHGf4e305rOsFA826fKjPAH90Hr+JrVsHgurdmFvIZM/vGztxzzzWWEpqWjNqsmloSDTIDFECm2XzAH4JLVPcW9hCHup90kQJHJzhhWkFUQtubEajk5zgY/nWXcuRC0qzwi2jOcRgHcM85z3r03RjTjocqqSkVriNXjilgtwuMMpk4b/AHcUkdxetdyMyxB9oURk/lj3qa3vonl2+ecKSMkA5DdOfY1ELm2+1MBGYiDiRozncvtXM5di1fqVYbV4YpXMyJKh+XLY2nqeK0LTzruzR4nETZBY43M2Pw70stsws7l4oVG7JIk67arW1xJazNPEFkjlXbzwOB146VdOp7MHqWrqVEmlkiRZJY1JEjAAjIxye/0qMyPNZxg3Xluv+tCnqPb0qs5PlSSk/NJxHx97nn+lJFH5MLeaw4OXB/iPZawqYtq9i1TXUrXMgiQKFPmsmFAHIX3qmsTHgirH2d53Mz/eY81P5I7cV4WKr8zuehSgorQypV/dMc9KoxtnPHQ4rcu41WF1x261zsA+SX/exSpK8blSdyRjkmmquTS5xUttGZGyK0bsZyRZtrdQN5Hz+tcV4+f/AInUKg52wDn867xRjivP/HiN/b4JyB5QXg9wTXsZLK9Y87HL92cwpOMZxUynKkbjt9M1XZG7DmlSQqcFQWFfYnjrQlIVlwSwqAxKOrGppfmIPy+vy5xULhj0oBssJcYUDJyOhzV5dRDgIzBm9QeTWMA4PNSqWPsf50rDTL7sjMSGP5VuaRrxtESC5LPAPusOXX/EVybTMjKDzkZqxFIjgbXG7+6aQ7kLrzldmP4scVWVgLlTtXd605lkI3CMY9361ABM8w2xDpkH0pomW5eYuzZ+Qg9RxTN4bAVdoBqBUuWbGFA7/NU4Up160mMcrYbJqRSXJAwD7VET60zA2tiTk9qARcR4YGBbYT3B7VbbWGZAodFGOduBmsJlCkqGDfT1p2dqgFWPsozRyplKTRsf2qx+9MfwNbfh/R21uRme52on8Kj71coiJI2Ck2e5xWzoWtPoVwrRqZE3DKsf61zYmM+S1Pc0pyXN7x69pGmxWlssdjCkbo3zbh94e/rWwLdS7uY/3i/Kp2jLf7tYGg6ml/Cl3BIShUZGcEHuDWs7C+kDLMAy9YnP9a+cWIkpONXc9Hki17uxLd377mhiDAYC4xyD3H8qzcShHZkYgMcnFdFaWlsu7EWwsMZLbvm9jVfVpk8hrYOZZWwSU7Y9awr0nVQ4zUdEYopM8ke1a1lpAuFdpSQNvy49asT2tpHFiWNVcLwQDg/SvPeAahc1VW7sYaozLnFKsR7irCREjik6V50otOxuhFRADxzUU0yR556VFc3scAy0qk92zXNaj4lUArbt5rDqQ3A/xrsw2AqV9UhTnGBsTXyfOWdieMFmzWTPq+MpGRvIIBHFc3PqM8uWO9vYVUN0458hvz/+tX0OEyinDWepyVMQ9kbtxK0vMrceg71USGA/fUe2OKh0u01DU5CI4GSLPLvwK6q08KQKS09zJITjKjpXdVxNDDK1zKMJTVzk30QTyAWTlmY8Rnt/hXZ6LpjaZasGVPtHylivQdeKmNsbNRHBbmONRjMY5qS1dycEMNvdzivBx+aSxC5IbHZh8MovmZZW95xKMehFWY2yuUbk9qpm7Q/LEnmsfbpUu/YoV2DP7dK8GUTt2Jy5bepGOMCrdndRQWzKQA2MsM98VlK2Q2R16mqH2tZJf3Tjpgg9D9K3w6cHzCcVLc7DT5Y3gKMWIPPl9SR6itB7jbHJhPuKOc9Of54rk7O/mjJUq447VK97JhogGAP3gB1r2KGYcmjOKeGu9DUmuTNd/ZgFMqsGV8Dkds+hp0SBrxUkJV9pbZjpjtTbBIm+cDjaEYnqBycmpI2T+0SxmI2qdqSV2U6kaj5mYNOOiLkjSZ3AqQMfe6mlcHy3JbJA+9jt3+tDSMpcg/Ltzj+f9KhaQ/cYBnfnn+7/AI11ScUtzNNyZUCOZmyv7pWzjPGdvHNZmpMkm8ByC/C4HUVb1LU4oA0QPyCsbTo3v7ia4b7gYKg9ya8qq1OVkzrguVXLEaLNsgR41PBbedvH8P59a1ooVtolhDgRBhvV+ffGahsrZlmaUoAQ2xj6Z7/gKsXVvLLCyswEauWIPZRxiuulFxV0jOpNbMes0O25YTDIfeoB68Yxj0rOnZNUdAY/JTnc4GMmpJbCRIox0iYqd4HJB9qmWH7J5cWYyjttZZF684JB7U26kpWkQkoq6I4tJghVBKhJDFnYdx2qOOOCbT3cf3idx4K/jXRiJAgUDAAwPpWPObeSS6gXd5e7527cjnFdKw0UuZEKpzDnd3tJEVY1+UKJJCcEe1VIbMyxRrHlGz84AxkDo2O9XJnR7MC3EnlnCLkkAL64702389WaAkHMZG9xg/nXHUeppHe5Sht2mkMjjJyQq9smobiTfKI1OY4vyZu5/wAKvz/6NBiLJJXYMnoO9Z6qw6ivIxlTl0R1UouWrQA4oL0/ANMkjLD5R+NeTe+51x0MnXrtoLRiep4FYtsjLAisecZ/EnpXR3lo00DI6ExsBkjtjvXPywtbyvAwI7rmvSoSThyoUkOTLuVArStogiA/pVeyhVCGI4Aq0XBUj1qJvWxkxy/6wCuL8dpmeCfk7mYcCuvib5ifSua8Xxb9MibGdsucfUV6mTStXRyYtXpnDqdy5xTW4Occ+tTRc71/GgQ+YMZwfUV9rzHi8owO+OEyPX/IqNkb0qd3a2XDKCR6HNRG7iYbiQD6Bc00wdkRAAjBHzd6eu5QBtJ+mKSSRCAVbnvximpP84ANMkJYFf7qvn0quEdWG371WLq5MZKRgZI5b/CqqyNIAuQCaBPc0mgVkIxWZPFLCXwDtbuAK2o13NjOKnaBSMSfy4qOaxq6bexzVujux4Ix6Y/wq9hj1Yn61fk0x0IMIII6rng/SqbhkcqykEetPmuLkaHRx/O3AYAZ5OM09gJFKmKJR/sjrT4og2c9e1TrbsevSpuUoma8Koc4+lEaFsnDH/gVW5oTvIAbHvQigDAFUmTylP7MA+RlT3AqeO2B6Oyr29alYfMCRTwMUBymj4d1qfw/flyzSW8h/ex9vw9xXrNpc2+oWyXELrIjDgg9PrXi/WtPR9cu9FnDROWiY/PGehryMxwCrLnhujroVuT3Xse12tyFDAMUfOUbPerNvYqwkmlDGbOfMzwa5LSfEtpfxFjIIm+6wPSt+1vHhDCJy8TD7pOVI9RXgwlUpy5Jo65Q5tUbQujHG5Mm84wDnoarmB52UzMcMcBT0H0rIk1+xsA/2mSJEY8+uK5bWfie/ktBpsblm480+lejCjKurdDJtROuvbm3sd4d1Ug4AbnP0rkdY8X29vvVcvL/AHFOTn61w93q+rapITLcsAOgFVmheMo5GeME1dLJ6cZXm7jeIk9jVudbl1B8TylR/CB0zUDRupDI2fY1kThhJ82SD6CrelrqF1OIbf5yOqkcAe5r01Tp0YaaJGHO5uz3LayNu+YOCegA6102j+HmmeO4ugNg/wCWZ7/Wr2jeHFt8T3TFpO4z0reVcV4GYZvyLkp/edtGhfWQkUaRIEjXao7U7JFHvTHkAbC8uK+bnUlVd5M7FFRVkV72+8ldqn5z29KzftszgqSCe2attaMzFm5Jq1bWyRj7i5BB6VScYqw7jooVhQA8v1J9TSDChmY/U0k86Jkuce1UHFxqGVQkIPvH1+tEY31exaEublr1jFHny88ep/8ArVZisIYVBlUMewBp1rAsOSiZYdDTjDPKOhUHuarnWyHcgl1C5clLcA7evoop8eoIqFTK0k56v2zRMgt49ide7dzTIvKkOMYbORjrTuuw0bNrPNHCxQk5HODjmrlkEnkUztuk3cnOawHlSMxhnYkL91KfBqSl8KpUn/noR/KtqFaUH5HPVpczOqkuUgyW6hsr7+2Kr3Vw8Vu8z8Oxx+PrWUt0sjoS+9gM4zkHFNv5nvcYXAHQqeua7KmOc1YzjQs7mW8TTzEgnB6gmuktoBZ6ei4/eY3Ed9x6Vm6ZaAyoFbH4V0KgTXQUjouf6U8ElKd2Fd2Vh7uLdQz8yMRvI7nFVzdPI2TGWfO7aDx9eaklO0XDvkEZUdwRg9Kg06FZlklLYGQw5xwO9e9Hlijh3LqjzYUYkeWcltp/X2qtDbrFO+EaQdj6g1K0iNGYYgGQABsHtTY5ngnG9A0UnICVjLV3HfoTWsplwAxCM2NhGMfgKtPawSRMGiGMc+9c+1+97JKkUTDLgKwHIP1q498Y0kWWSd0CbSQONw75/Gr9slGzIjB30K94kkK/NMG2nCoByD2/GpQ6xxEsWJUck+vZf8ahhM07JNO37wj5cjt/eIplzKJQEH+rHf1PrXjYmsou6OylC+jK7SvM7Mx69vSlHpQFFLgV4dSq5s74qysAGKeOlRb0DEA0yW4S3RndgFUZrOEW3YpEF5eraRNuPH8IHrXPzzmee3cqA+cDHpUKXRvLsmcHa5/d88Zq1CgLvjog2qf516Mafs0KWiJywRNg61HuJpvIDGlUYFRuYN3HL9x/92szxDCZdFuAq5CYYD0Naka5Un1qC/UNZXKEc7OPwrty+fJXiznrLmjY82itwLkKrDBUcirDw7cso/CtCaxjdmkQiNz144P+FVBJJAwS4QgH7rA5U19t7RHm+zsU5lMo3j73cVSNsBjyxz6VtvbIW3J8uehFV5V671wT/wAtF/rVKZk4GVGsD5EiFW7N0qCWPZnjGK0pbclcdR2Iqq6FPlble1WpGbgyGNwy+W/4GlMIySqAj+6eooNs7ZKglR1IHSkUlRtI5FO6JaaN7yFYYHBqaPJG3uKekRJBHap1iz3rlcj0FDsVxmKTDD8asPaQ3cJWZUYHoR1H41MqqM7gppwAUcCp5mVyJmBJA9pchG7/AHX9frWhaIHRWZt2O1W5YknjKOMj+tZTNPayD5sZ9utaX5kZWUXrsS3ceXHNUvLAYgdOx9avxXqySBXhAJ7qcfpU8dpBIuQ+T6NwaabW4nGMtjGdfl5pccVrS2EZXaRgkYqibaRJNjD8e1Xzoh0rEYhbZvx8vrTSOOKt28T7HR/un0py2u0AFgV9ahzK9ncisLiW2lMkT4wMsp6NWo2u6g9rsSdo4/Rev51UhtlEhUjJPSpo7VIs98/yrCdOEpczRrBSStcrIpuHzK+5sYyxqQWykHFTCMDOOOM1JCu7PqKpPl2Hy33Io4AEGRTvLXBGOvWr9tZTXMmyNck10un+HYoMPcFZZe654WuLFZhSoK8nqaxpc2xzel+Gp7yXzXby4B/ER1rs7HT4LKHy40X6gYJ+tXI0Ck4FPwK+WxmaVK7ai7I6adFR3GAUqrTh0Jx0qN2crhe/evKu5bm+wkjhQQOTUEULHLnv61JsiiUs77n9qhN07/JEp3HsO9awg2D1LBBVeaoz3qRKf0p0lvKFd3d2GOAOrev9KYbJLwRSh1+zqMv6sa39jy6yHDcht4TeuZZD+6H5E+grTibbgKAEHQClWJVjwihQvYCghR0rCc7u0di2OMhIyTzUE1wVXJPFK0mGIxVdhJcs4BxGDyaUBIrb5Z2YIMmrUEAtl29W7mnxokKbV/E+tMmciJsDNbJ30HcYs/nO0SgKFGXYdc+mapXBWRmgiUe7HmprbYIvlO52HP51X8opKVPfvWi0GiT7FOPuqVPqhz+tI5v8PAMMSAS/cCrcU0axtKW4BwB6mnRzA75FjIPHzHuKObyB6E2m6o6uIZ18uQfdIHatNdQInNwrc5/A1z8kiyO5V2L9QM9Kfb3MRjXcCzmqVSUdYkOCk9To5tSFxCyFecjHPWpNNyyyxE/uyxP4+lY63ysrNsGxTjJqfcAm7d9K6I46asmZSw63R0UQUcjIXgbgeMetLNCoXzEOHCHYT0Oe5rH0qfzm8maXbbp820nqfr6VfkkDwlvOby2kIbPVcng17OHxNOSszinSakNWa1sURFfLN1ceveot0c53KGEeSFRRlS2eMUXSPcAROV8tT/rIxgmkZ/s+FHyyqu0AdFH+Nc+Iqxgmy4RFmk2bkB5/jI/9BFVWB9aUDGfc5pGcKpJNfPYis6ktNjuhGy8xMEVXuJCi9etMlvgoI61HCrzMZXOEHIBrBRbNYkqQsqs7Hr0GK5rWNZjM32cltoPzEevpWjruqsGa2tjywwSKwLSyRpMvyep969ChSjFXkJuw9dTBTZFa7txADydjWlDmOBUb72Mt9TVdbdVmU44Xk1dRd1VVqLZESndEVOp22tXS9O0+9jIeYw3AOMHgGnRpOo7I5pVFHcpQxO8TuqkhRlsDpURieeGUIM8En6100FlLo843Az20wCt5YyVPqR6U/wCw28Gosqg+VeJyP4c5r06OBlCSkzCVVM8kbhiD94dRUUhBG0jIPY96vavB9l1e6tweI5WGB9apV9HDY57Eez5SqHaPSqzJcJnIjkUdNpwT+dWGXPIOD60byBhuferuJoz2nAwCmxvRh1qRDDPxIAjD3/lVkordcEehphjReNgx7Cq5rE2ImtCjboXA46Y4NVJ4Y2kKzxeW/wDC68qavrtB4PHpTnKn5SAw96OewmkW44liQKMkD1pxZQcdz0qCK8spYVYTYzx04FPN3YL8vnAkDnmsbnQSd6fkAEE1SuNWsIGCsJgwAyMCj+0LZoldUnOTgALQBeFQXcKzxYJwy8g4p0UttK2CJl+o/wDr08BH3GM5A6ZHWhVEgdNtGObeUbiUOF6kVcigc2+UbI/utV1C0hA8l/vY5UH+tMMLqAkUciEdQVGK09qmY+xaM/fLFJgbk9w2R+RqwJwSrFI5AvdeuPcVPI8cfyySIT3FM8u2kb5Dye2aFOLHyzFWa3kAwfLPvVkW6OMx7W/3Tmqv2VdwAI/Ol8kIdwdePU4P50m09iotrckNlIW3FDnsfSlCTohDpkL0J/zxTo5gFLRysAP4W5Fa+n21zqHMY+TuX6fh61hUqqmryZrFXOZmsrkRkQMB/snitvRPCVxebZrwyRxKAACcFq6yy0eC1xIVDzf3nXp+FaVeFi845U40zWFHW7K1nY29lAIoYwABgVPThSZA6nFfO1q06zvI6oRUUOA25pjuAaY7nkFgF9TVZ9oUnzBt9c1kqbKsTG5VeQM1XkvC2SCBn0qhcX6Rbl3g47is97yackDAT3rpp0OrKSRoy3yhsFsfWp7C5UvJ5Uv77tzt474J6npWXbafJLgnhfU1qWmmA8uuF9+prZThTJaNnfHFKGgZXTGS+cfNnBXFR+pwBzngUIiRqFHAppbBIrKtXdTRbFRjYUuNpBqtJJwcUktwgDEmqse+eXA7/oK54xtqDJU3TSMM8Acml84JlF+6Dj61NIVjjKg9P51RY5JPerSuxxLADMpIXvhfc1FJKIQ0YXzLh+NvUD61GZ3ZflPszDsPQU2EAF2UDA7kcn61tCNhPQoSSz2RcjHIOMcjPpVU3sxk3FiWbHygcitO/COEiAzlu3X14rElYJJlyd64KjODj3rthFNDi7m3ZWctwF3YVepyalutsSlF6g4NZ1vq0iRspB2diKla6juACp5PYmsZU3e4MVXKSHHY4qxZW7LOVZMvjC+w9ahtVM86J0BJz9BWtZkySTPjAyFH4Cs5e6hx0JDaqkAGPk/mc1XkleRgpOVY4X29atTEBMev8qqwZ82TH8K8VzwbbGTRz4umVSwOBx0BX6VftnDyhWcxg+veslwciVeCCAfpUjzvBcbmTzFcA4963hUaehEoKR0Ml2sKkIMkjC+gHc+5qhNMI1LH5pOwzyaoyXbeZGApB6sBzxVxVDMshU5PQEdKVWtKSsxQpKLuQ/bJu8OKryyO5ycir80wDCNUBcjPC9KoXsqW6gOwHOWyRx61lSoyqOyRcpKKuTQWyqBLMcL2B71TutXibMFsfMfGDg5AP9axdZ1a4vz5NvMY4QME7c5+noKk8MQsjzrIQ33SMV7P9neyouctzn9vd2RYtdNaUGSQ5LdyO9WYrRYpDkZrURQM4GKjkjOSw5ryZVGaNlNrdckkYzSoFjxmrDcDmqbksjUQ956mbZe0tPNuJc6cbwockKcfn2rpFWGeALNpqRt/CjAEj8RWfoM0slqILO0S3iUZeSU5yf6mtdkVthIzwDn1r6fA0YqCl1OCtJ3sVy2P+WgjToMtj8OaYYn++jE7eo6qR7VnyaVJd6rJLduWt88EHjHZQKuWdq1jcNbq++2kTKA9j6Vu5y5tVoZJHn3jC2EGuGVRgTxiQ/XJB/lXOHPYV33xAs90EF2oyUby2/LP9K4I5XqK76bvEtakRYDgmnArtwaCobnaM+oppRgCQQfYVdwsGQeAaifzB908UKyFskbT9cZqQKP4ZRj0NMViLAb7wwfWkKY/xqRoy2VfpTUgCHCsxX0IoFymYLCPtj8VFQSacOVUr9TV90+XG0LnuKalopyWUZ9R3qdEF2UY7WHdtaZo9rfeOWz+FakKxx/MJAQASXQjk0iW6JnK/eGD7037AhDZIbuMk8DtSZcW0W49QQS/uzJz/Cpzn3pkupXL/OAFUHrwc1FHphcbwY3YHjgHP6Uo0255ICYJxUcqL55MZJqreXsaNGP95Wx/SmJqb7mKr8zDBy3UVN/ZciptCKfcOCKRtKkjG5SGUjOWVQR+tO0UL3iP7e7AgxY/LJ/PrSLqkqxosabWUYyvOaeunyu2AlvkjIXzP6Ux9OkjZXlNtEAc7g3/AOqj3Re8QS6rIGwYFTHcNtp1lfTSz+VGskmeAqk5zWjpegXerziKCWN0xln54/HFei6F4dtNJt9qKskzD75HzGuLF4+lh4+Y4QlN2MTw/wCFZx/pGpkksN4jPOPrXYxRIkYRUVQP7q4p+cVDJdLHnHavlsTjqlds7Y01FE23HSomkULndVLz3cszOR9KhaTPU5rijBvctFuS7CrnOapvqOCSR+tVZpwSQBmqbhnyCeD2reFNLcZPLqZKELVJ5ZrgncxI9B0q1Dp4cEkVctrEJuwvpW14wQ7mdBZSMwJOK0rSxCkEjLetXI7YDBAq5DGqDJFYVK3Ye5Db27EkkYTsKs7sUucmoXcBScdK5m5SLirDnfgmqUs55waZLdMxIWoVUkkk5qoxtuKUhMtIwHU1owW4giIOC7cn2ptrGEXeR85+6T2FSytu3VbdiVqVZRuOKrhDO21DtjT7zH+VSvkRyH0XNS2UJS3jwyjPJ+prSC0HewJZs2QnK9xitay0NVleG5j+Z0BTk8DpUmlvFDbmV4vMZX2bscY/wrU1S8sltCZyxBAOI8qwAPr3r2sJhIcnNI4qtWfNZHH63psdnqyRxJmPaDyevasN9Ogkt2csUdTjAraW5FzqXnGQtFhsZPIXPFJfLtVpRj5l2tkZ+Xt/Wues1GXum9Ju2pgpZMloJFYeZ6PzUCN8x85BET3A4NXZZ1itsbuccj3NUlImKndyRn6CpTbWpulc0LMJFHI3XcAqew7n+VbtvGIbVVxyOTXO2Miy3qxLkwhhgEcmt66lMce0dT1rkrrUqwy4mBPH8IqO2OIZJW4MnT6VnXd0FiwP4jiteRFESxqMDAFQocsbiuMt2BjwRmmX4Igdh/BtOfY1IkRV8A8ClcCWKZD0IxUU9ZAZ+n3D3t4AX2Htz2ralnaGMBQDlSOe5rJ0JkiEqlevGauXUhEy8ZCpkfWtmk52Bmde61PY+Yls6yzuOW7CublvJd++eZST/Ex/+vT59TS1uZkuYpN4YnzOv8hVeSa0udrrLcLzuwchfr0r6bB4aNOKsjkqST6jvtcx+YCNo+zGug8Myu1zOrsGyAcrXNG4s9giM8iDgkbCT+eK1/DVzbR6kyw3DSGRCBlfxrbGRbosiPLc7PcBnFQSzMFIqb5ewqG4UbCQeRXxkl7xutUU3lHc1FEWkc46UojEr8kj6VbiiVeFFXB2JextaJJJKBZRDy4wCXdfvH2HpmtNXSYNFCGVbchFbsR7GubimeBGVJSm8jOO/wBa3LPVorieK2twdiqQxPAHvX0OAxKcVFnFVh1LCorK2DnB/wAmhG3TgKMpCuWf/aoDGOOVmO5Qh3D2pLWJYrRUxkOMke3YV3Sab0MTD8Z2vn+H7vymcPGfNUr1OCc/pXkjyzDLbnX2bFe338LXUEqRhSqRujLu5GQea8daeSQbfKUZ7CTGa6KUnY0pxuZn21skEzMfaOpzOVwv7wsR029KufbD5P72Mbx1UycH8eahN/ArhvKIHsf/AK1ac7RryWITMoXc5B9Bt5/lSC6hwSZtuO2w8/pT3kspsFURj2XzMYP8qjkaIJ8h2n1cL/QU+dkuKQ5ryMYHnLjsCB/hUX2+UpgF15HBQgH9KgdkJAdYT6nGCaXdblcP5JB7b+f1qrsVjom0pmZR84+tMbRLtsbCffFbDXO0fMPmxnFRLeRn+9/30a5OeR2+ziZS6NdhtrFVPp1qU+H2VAnmknGa0xeRbgCzDP1pPMi3EncPwpe0kHs4oyRosqyZV1b33HmlfTGdQRDyBgLuODWyJEI6ZpvmpEoG3B9KOeQckTHh0+dWUG1H3d3K96c1ldSxbHtlx7kYNay3Kk8jH40+N/tMxVFJx1pOrZXYOCRgx6ZNLCPLhij5yVz/AIHmtfSvBxkuVubmOMRjoATn9a6Cx01YmEtwFeTAIGOBV93XbtXP/Aa8nF5lyrlgL2akEENtaQiOJAAOyjilMxP3RioxRkLya8CpVlVd5M1ilFEcjnJw2T6VXJAyzGpmVS2TVWTqRRFCbuRvKTu547VAZCaeYyzcU9IFrVJIm9iqsTE1PFBzkirKxKOakVPQU3K2w07iRqFGBViNCxwBxSRW5brxVtQFUAD8a5pybKirhGixdyT70Maaf4iexqKWZEXJNZpNmi0HvKI1yxrNluDKWCkhaSRmlY88U1IsVvCNtSZSEXjnFXLeNZDuf7o/U0yGLzGVMZx39BV9FES4WlJiWow/eJ9ai3hs4NNmlUArmq4Y9R1qUrlbD58CGQE4ypFNiv0SNCgBZeBmq8kpkDIDwetVIGEE7pI5B6fNx+VdUI6EtmuNauYEIk2vFyzIRgD8qzLvU7rU5BJcSghc4WPgAegp8yNJGdhG8dMmqSzrFE0KAGTj75+79K7YVZqPLfQy5E3cksLuc3rqX+UELnA4NTXN5NNuimfeB0zT7U20ECqxznqSMlqk2R5DMNq9hn7309BWFSfvFoztjyx72izEn3WJ6fT1py2k/lmbyMRt1A71eTfPMijt2AGMd61GAYJFgbAMAVm63LoaxdjN02w8lXnYYJwVHpReSPK5WNN7egHNW7mZYoyBwAMnFaPhrT2z9sZhvkT5Nv8AcPY+61rhqbrTuyKtTlVzDuvD8sEVvM8gdHPKjqK0TGzMdvJ7Crmpwyx3KIk0RtQwAi6sp5y2e+abDEDkg4c9KMZBQdkZU6jkrsrvA9pAxK4ymfxqhAxzLkda1tWuWWJY3QZY4BxWOgxIK5Ka6mqZX0yQRzOpHBJrVwkvDANjsay9OQNcSDtuODWq1uygmPpTqStIs5nxboyLcLeQw7VVcMBjIPP/ANeuZeCVyATwM4AA46//AFq9A1FFurWWFh1RsD1PWvP2uQiO7DhTwM819RlmJdWlbscFSnZ3Gi1nPCyZPXG7virGn209rrUJMgKxOMkHGecUxJlO3agG/ptfOR7elWVYlwBFlj23/wD1q75q8WmRGCeqPQVbcgNRSlth21DpMjXFlGzH5yoH5cGrojPQivi8VH2dRo647GdEGyc1Pk7HHtT3j2NjFMxWSdxMjHNWrK9kspQ0bbc8E+1QBfSlAropTlGSaIktLG3dR3zFGD+fbsQVKAY/GtlmT727+DoOnSs3RprZsCGZo3/iik5XPqK05o924OvDDGK+koRvG97nBPRkNgh2O7AZY+nUe9eM63Y31hrN9BG+1FnO0Zz8p6foa9rtdwjZCv3H4PYivM/iHvg8RBhwZY1JZVH0NdtNOKHT1ZxoN/ABtK+/yillnvZBiQoW9dg/wqwt582WDnHsKUTrJn5G49ABV3N+UoubwbQFQ8f3RUMiXrnGxcj2HNaJvEXgqw+vWopr2AnDK/J/u07sTgZpS8jfcYl+hFSstxJIjeSmcelXReRsAQJCPXFNa7i/uyfgtO7DlL0UhR/Oilznp5rA/lSNqhEJkljBYcYUjj9ahEBd9vm7lwMhgAPpUkEASRy6YVQRj1/CsOU352Tw6i00RIRnRl6cDaKfJI6L50aucHlW4FVmtpmZFWONYjwxA6j8/pTpJUt4QNwYMfvYPPHWlyIOfuPF3ezEEkovqmOf880szTxNGVfcu359ykk/lVdb2L92sUAkU4+Yt2/yK7LRtBuLlIrq6RVUj/Vg/wA6zqyjTV2PnTM7TdNnvZgzRNHAAcs/BP0FdJaWkVogEa/N3Y96s+R5PyAYApUWvm8XjpVG1HRGkE3qxAKQL14p+MUx5FRc5zXlpuW5psKSFGcVUeQlie1DOzknPFREE96uESWxpkb+9mkFT2djLezeXCMtXS6ZoEEIke4TzCy7QsnOD0Ir0sLgpVdUc1SpyHNpDKI/METmMkAE+tRsgDEAdK7CK4hsY3tpxtjGFRzHhWBJOAfauVlC/aZdrBsscEdxTxWGVFbhSm5kaDIwatQQ8lmHFSQWwHzPg/SptpwVA+X0rypT7HXGI3NIRTWYKKp3F2IwQKUY3K+EkluFVZD71QMpl3E+1QbizEnvUkaBicitoxSJchyNT1c5AFKIhgkdqls0yTIR0Py/Whi3LkUflr833zyxqCefBIB6064nABCn6mse4uSM4apUXJmkVYsyShWJx83aq4zJ1PSq8PzN9a0YztzWvKkQ5CQgAEYpXRJVKuoI/UVNwelNI+Ur3IwPrRzWI3I/7HQqGMDYPTBJBp5tF8sp9nIT0xWymFiVWOCAKDLGqnLU1KT2LUGYcUMFr8wjUMO2P8aimuA+QRkN69MVfu7vTWVhKyEY6x/eH0qhb6Q8oZkZ9nVfN4OK0itLyGlctWjW8aYBEsrfKMc4FWi6qjHOc1Fb2i2qEKR5vc+g9BUM8wXcAcYrmkryKSZSvpiAy55bpxWtol/Z2S26G7XzLZSJGwcEE5IHvXPTMZpDjnFWILZRCWI6V3UKvsjKpG+hpRXK3+qXU4O5B/qyeu09vpxWgLn94u0AYGOBWXpIwkxpbiXbv5xxmsK1R1JBGCSHXk5nuyuflXgVATje2OMHFRwDO5s8kUrjhx7VC0DYZo7/AL9hjuf51vh8R7cVj6XEBPuJxxWs+BGxzWVV3kWmUnH3z/tZrhNV0mWK5cIjPCJA23PTc1d+cFSPWsTWCqtBkbR5qgn8f/rV6+U1uWXKZVUc6YGij3GGQ57AVGZpEO4xSRp/fIrqEnSQBVPIOfrUN1JFLsjAHHUnoa+g5iXFJEvhW5aMyxI+UdQwHbPSt77Ux7Cud0uW3t9WjUcGQeWP6V0vkJXzmawtPmsODK89yoUErVb7Sp/5ZtVueBWib2qttUAcV5kNhvcVZyekX5inCQnqo/CkSnYFaIhl7S765WYLFZQTSdAZDjH410gd4od10Io8/wAMf+JrjQ2DkHB9RQ7NIMMzEehJr1cLj/ZqzOadFt3OxikZl3K4w3QHiuA+JNrKxsZY3XduZW5+hrqdK1ZBEkE5wwI2N6EVkeKr2LULAM4G6Fzk46gjGa9ijjI1OpnGDjI8pLSx8MefT2qsJ5JAGLMB3JrTaCM7laNmJOdzHFV5FjjDqFQjORlu35V1pnQykZgWIZ84o3dD5rVbMEK4Ei7SR0UZ59KbHDFIuY+fUU7k7lQsScq2aTdI2MHAB5NX1tGcMIoWx0yR0NRSxLCoLA4PpT5g5ToEWK1AijAK7TywzVK4ub8OkVvCXTGGdh979a04rKY484SKy9FDnBq2sTxIoVVGeuBXPzGvKZHlXU6ZAjjByRyVH4jv+dSW0DXDRqYx5m4gAKDn+la8dldXs5EQZmI5x2rq9A0AWyyOkSy3DKRvYdPpSlUSRnJpblLw54ajtnWeWIGXHKEDA9+OM10YU20Z8sApnLZHQ1ctrFbSJHmUkNwVHY0y+iCRIyRHknoc8V5OMVScWxU2nIypGBbLdTVfeEzk9KSe7O/g5qxFoN7NFG+V5IOPQV4kMNOprY6XUUdDPadmLjOP92mDmpJoTBM0bEEqcHFR9KzcOR2Y1K4vFIFBpM5pyoBSi7MT1NbSxbWM+97tDJt+UKDjn3rQOr29nZkLL5sxfgE7mPPJzXNk0QwvKW2jJHU16dPHulGyMZUXJ6ly9v7jUx5TgeUG3Bf8fWltrdIQGyWfuT2pEAiUgdfWl8zmuCviZVnqdFOkoonFQSXCIGHWoZbwBWA7d6yZbkuxANYxhc02Jri/GNoOaq4Eh3A0BXP8NSIhH41qkkS3cETFTIAvNNA9qf8Aw57DrTZIAl/lA5JqaSVYYdg6gfrSwAQxNMTz0A9qx7m4LEgGklzM0ggub1ydoNQRL5rbQCT2qexsvtkh+YL0xnvW7b6QIMln5PUAcVpJqCLexmRWhVenNObKbuela4ihj/gf8RWXqUm4G2tkUOTlm/ujPSlB8xk0QGQ9qbNdFIsllDggrjqcUwaaZCTJcu2fXirEFlBD91AT655rS0UJaDJtevZoQlvCI/7zv6+w7VQNnPOd087MeuO35VsMVxgClgga4YgcIOpodaMVoilJlLTNJR5vMI+RecHua35HAAVRhR0FNCKi4UYFRmuWdVyLirkM74UnFZVy5wQDye1Xp3DA4rMKtLLxV011Y27DbSJixyOc81p+WFgcD0pLSIAZIpbknlVPJ4q5SuRuSachSzdgeWb0qpfsVIx34rUbbDbqg4wP1rCuZDK2Ce9THV3AtwYHI6YpVHmEr60yIYQ/SlXIOQeaGQy/aQbHA6f1qxOwjhYk1WtpTxk81XvJt8hXOcVnYaZbgG9OtZmt2yhC/wArYcPjr04rTtP9Wap63CJrObceTHyfpmuvATUayQqmxhTs1pA00XzMcsw3jP8A9asB7q6nmE0cbFQfl28Ej61atb5xKweTcgXduZDmrMN7ArsyDduPXIyPbFfWxRzXZBbee6wXYhkUqwk5HPHt+Fd7azi4tUlU5yoYH2NcHcapGgGzJfBIC812WiSCTSrVgcgxcfpXlZtDmhcqn8ReJLIR61UIwSCOlXAPaoZEwc44r5uD6G0tSEdeKUHNLjmgA1sQG0dcUUuT60Y4pBuNqpqKNNYXiIfnMZx7kCreKQpuVl9QRmurC1ZRqIiS0PNbaWVyzvKp2gg4PH4ConDrGzkBQozwOops4NlfXEUqbR5hGFA+bB4qvdvdOdsM4wegJ719dHVGPMXVuzg+awdBjhRyPrj3oDqq7oiCjck561WS5nzhyok/iz6VDI7ur8r8xyc+tVYdzRe5SNAjh1PsKqgIXyZu2AtRrcOp8uUrIQckKKmMMTAS+WN4+YE89f8A9VCQJncZHJB5yMVJDE8sqoABuOOazmEquxU4YHGPWrUTS4BkcJ6YPOa43c6rHY6Wv9nKwQAs33ie/wCNacE8Dz4USRvINuYzkGuZ0/UtxSGQ5fOM+3rWvHMqkyIfu4ORXizxFSFSzMpU1JG4lwIbaUOi4UkIHPJPvWc7T387RWx2uRzjgAVFqEe/Zdk/uZAC5/umtFFiuViaJyhONrBcEj867YN1ld7HM1y7EmnaTFblnKBpCFHPIyOuKiurubSoySu+2b/Vhj8+e/tinXd8LG2YEMWfIQisqO2udUZpmVtnoSQAfpWtRKMbQWpF23qZe9r66lcR+WWY8dqmewkjXLGtmSzW2CA46ZyB0FZd1e5RlBBGetfPVouUtdzrjKyKwiUdajZ1AYZpJFudygQudwyODUkFqXbLrnPRfU1l7GfY1ixkcRmyWX5B3q0OI9tKY2QN8pCKcMSMAVCX+RqynCSeptGSFLEVDLNsQ5qGS42oeaqbnlOSeKI0+o3IVnMhGe1ORaaqe9SqMVraxne44UAUoxSrQxDR1NSRoCQDwP4jQACabdS+REUzyeTQtXYaIL+93HYhworJyZZDgcmlcvLuKjIUZb2Fa1v4evljWYxBlKg8H7vsfeuyGHklew/aRjoSaVboUKZAfIIz2rZaRfKzuxn3xWKsQZFwWSRc89warXs97cQi3PG44Zx3HtXO6d5alqaaJb7WCHa3tvnc4BYdBTLaLyUyeT1JPc0tjYrZAnbv3elWgI3+6OlU+WKtEhsasikkEYpcA5waRojywpqr7mspMlD/ACmPA5PpV+2j8iLbjnqTUdlEwHmuck9M1aPNc85X0RpFXGN1qJhUjjgmoJZAsbE9RUwVy9jNmP3hTbdcFsUiktNuJ69qtKOc10rRWM5SuiSPhfrVWQ7rqNf9sVbXpUVlh9QZmHyqKL6BEn1JyImIrAQFpK3NUfbau2Opx1rCtPmlAqoL3bjZpoMJzTowCxJFPKFsKv404jBI7CobIBeOlQMQZnz61LuxVfpMx9TRYEzUtDmLoPwpbmMPbuCO1NtD8lTSfNGyjrTw75ayHNe6cK2nOGZUK7Bk4zTre1iGFMQU9Qw6j3qrfWmr6bJPPGHms95y6/Oqrnoccj8aWy1i3mYvNtgIOMetfbRpy5bnFGrFuxak0i1KlQv3lO0exrqdEjC2iIBhkTZt+lYcU6zLuiZZE7DuK2tGYtcGJTycfrXm4+m5U7HRG26NRVqOZMxMKnKGPdn8KgYtnkYr5VL3rF7lVQR1FKCMdK0LayNxFK3YCqMqeU5XOcd66nTlGN2Yt62Gd6cBTM1KidCWBz6VnHV2KQ0igL8pPpW2NBP2cgHEpOc+1Y8iNEzKx5U4roVGULSZHOnojz7xBblfEcwdQysoK7hyOMj+tYojEc4FzkA/8804/Amtrx7Fcf2tbzW5k3bMHb0AB6msp4nS1DRRtK+OVyBg/SvrcO70k2YdSFl86JwUP7tiC2OT7more3QDam8noMjoe9WIYbtzh1ZUPUFcgHtzV1bYpFtleQSMcnyx0Fa3KMcnypS0rNt9BjFDXCyRnbL8gA4FT/ZPOjkDyrt3dJDg0kWn2VsAr3ahe4z+Qppku62OoN2EVSW6gn8qhOpytOCoyoXcTnpV4okSKCPmPSoPLIlyqjAXDE+lch22E+2XBlQhHznrXR6drOZBFK6Kx9uGP1rD37wykcEc/wAqh8g7SCcHsfSsK1CFTcLHpOn3qqrB13xuMMpPSta6Pm2mLVRgrgFOwrzfR9RlshtlYyRoCCe//wBcV1NlfrIsZtpSpwThT0rhbnh9OhhKnzbF6xtlijZrtZ/NU4RW549v0rXlVFRnE6xoo27R0rLtL+dbpN82UPUMaq6hfz2yPpy26hcjLKOqk1tTxMJRv1Od02nqQalqT3c7LANsZG3cO1XLHQE+xyyXA+bGUKng+9SWGnCwuEnAMqsuMkcc1Pf36rFJb7CHJG4Ads1iop3b3L1ZHDM81utsSqyAAE+tONolv5csSndu+cE9qhW8WzLRSRebkjY2OBn+tWDeoId74UOxRATwWHb8a3pUYWuxyk72I9QuoZdNkMTjhOQOTwen/wBes6C0SaDzcZGzoex96tQxvd3DS+T5XGPc496ZNbxQQ7VmMJAJAB6nPpXn4xRvddDWk7I5toCs8sYUgK2CDU5HyGpSwG55SWkJyc1VMrO2TXnJmzZIFQ9OtAWkQk9acv8AEKTdhJjcHsKcqnuKcoypNLGHbOR0GaVy1qOQbct6dqouj3t0IIWwXPDSGrU0vlwnnGap6c6f2lHNPOkaqCFyfm3HgV1YWClPUJXirnW6Ho0VtbzRMFEkqgNnoDjHHqKme9/smCS2uIiLYHEchIy6+47e1M09jp+mXXmqwK5KmZ8lye/044rE1DU5775XG2IHKIw5X8a93EVaUKdo72PPUJSldlVSi7yC23PAbrUbP3xQq0uzPavnJ1Ls7YKyI9xKkA4zVhLC4KswQ4Azz3qWwtRPMVZiB6CtmOSeOBkKeavIB6cetOKuDZzokZSQ447ipY0Ejqqt1OajvJfMuZSVC5PQVZ0+MKjMxw5+7+HWsaj5S4q5bXhQo6AYoooHSufc2SsIfumsi8uATtWtC7l8uFsHBPSsQ/NIWzmt6cepMmWYFDc96sIMdRUMK7Vz6ipgOKtmbHggAgCixj2xyORyTikYfIcdTxViNNkar7c1DfQqJl644EeAc4NZ+nrgg1Z1s/OB6modOQswAFdMVaBTNqIhEZu5qN3JzmmuSOAOKiZiwxgiudbmbFyfmyaVcMcEc1FyOhojJ38HFW9AjuadqMJU5FQ24wtT4rKm/wB5cqXwnA35u7TVLia2lkjCysQQ2Mc+lQGWx1KXGoxJbTf8/VsmMn/aTofwxWxqcCDUbjj+L+lZU1mshJHWv0fDO9Beh4FT4yKXRNXsf3+nSrd2w5/cndke6nmrPhvxLLHrdvFcqV3t5bM3A545/Gq8Md3ZSB7S4aJx/dNF1qJmIbU7KCZj/wAt4/3cgPrkcH8RU1aEZwaZUa0o7HrKxs6kYqpLG0f8J/EYqx4bvY7y1tpVBZWQHnqD71bvYTLAziIiVSCzE8Y+tfJ1cDaTaO+Fe47SjJ9lQbUPUfLwR9fWs/W7TlZ/KCIeOKv6VPHDbyluOcj1NLqafa7Vihj+UDrliB7V2RoRnRt1M/ae+YVlp7XBYqCMDPAzTTAYXw64PpmtbRMCCbAG8kBSTg4p2sWrNAJgFWRRhvcVyLBW1LlVL0NuZbVAk0oXHINYmsWIt7jepOxgCSfWtKwvglogUEjOMjNJqls19AWVcSLzluK7p04zppdjGM2tzh/FOnNDplvqO0bS5Q713dea4ISq/wC78v5d2B5TBMfWvZb6zN74SugVUvGpaPBzhl5FeWvFBFGXaFQR6dGrsw+lNI2g+bUjXzBCrl2KkDaGx/SorhLgT+arAFgQuVzjjj+tRyahFCuJE3MP51Uk1QSlY1Zhhss3r7fSuiJT7EzyTBmE0Ubqx2ttHOf51WkEQXMcMZz1AOcfgaLi9OzIkBH5ZFUZ5GZTcNOY2PGxTgEY/OqSM3Kx2rowUhlKkjAJzSOgChmbAGB0rnDd3Q4+0zEdgXY4qPdLIcNI2PTNWsLYn675G5/atpazFGLM7eg4J96kfXYj1RD+Nc+kEQILLnAwKnCRqMBFx7GrWGRH12ZtjXYAxIyMMfWiDxGbZ0mtvMHXcNp55rOhiDMVSEsf4cdq1LLSw3/HxEVQEkZ7ilLB05q0iXi5s67Rdeh1JQDmKbHV+D+HrXVpL9rgViQs0Yzk9CK828i3tDvSVVHoDUyeNHhDo8Es67cBwRu/Ed68qtlThK9LY0jiOZe+d1JqrTptMqN6mMiqMupLfK0CsWuI1BRj0YdxXn9lqkqs0sMUsIJJVn4U56/yFa+n3xaQSByZF52r69wawq4OpRXNLY6KdSEtEdRDdtLGs16ipGq7mU8YzxtHvSyebOIoFmWSNeUCDBB7Ln2pUgTUIVxOiDq8ci/eb13Zras0lggWGGKNiGG5sjhc+g60QlGVknoRUTi7jbWyW14uHk8zuBzWZq4cXpt4sgbQVJAGPx9K3Lm7hFvJN5MkioflYjGee1Z9ioubx2MhkmlTkycgLmpxFCMlyoyjNmcNFnlWVgwPHbmr1l4ZtprdJhM0sZUEjsT3+nat62gjhR40AAY5YA5qhNa+SZHt7toAMAIPu4+lKOBhTp8zH7WTdjn7bTBPNcws7x+W2ACozUeo6elkqlGJOTkmtv7OHxOX+dRxtP8AOsfU5HVvJM3mZ5Py4xXk1IJy0OmD0M6Njk469h61bOIomBPJFWLbS3+xC5IJLcqB0A7VXv7iKG1ZiMSAYO4Vi6TudEGjntSvsEoARx3rPtrZ5n3EmmuzXMrN1wa3dMt1jjGea2v7OOm5bs1ZiwW8mEJJYgbclicj0FWlUt0FWkKrkEYoedFGetYSqTluZpJDViA6nP4VCZlDEAZqvNOzbqhRqzUQOi01UEMbZIZjjHY/WrE1xst5GIZRjk45rI026aMyjeANhxn1qN5XmVgXJB61alyolK7GBC8hIOSx4/xrURQkeAOgAqvYxbQ8pz8wwoParOfWuatO5vBWEpjsQhwacSFGT0rOvLrr81TTVynoVLqRpGIJ4psKZySOKailzVhFxxXYotIxk9R6DoKlRajUVMhAwDWU3YB0cbGTOKmJIDEmmqcDIpHP7qT6VMdWaJHPajJ5l0eelX9LQbJD3zxWPOxe7lAH8VbdipjhCtw2ORXVNWiDLJRSODzURiY04MB3pVYE1z3M2QmBqdDCfM5FTkU6AfPScgjuSxrgmpsUmBS1nF+8W0c7qig38mfQVnGJc5q1r+V1Dhjyvf61QWbP8OT3Oa/Rcvd8PH0PAr6VGDBlUnb+GarSwo+SI+v+fSruS3VQPpUbx7sc4rrMjrvh/cMLeeFgWETfIR1Ga69sqoUgPkEOoPJrznwzqb6beyJ5ojinADk9Mjkf1ron1a1ILG9T8XrxcZzQk1GNztocttTUjEUczLLCfLY4BIPy1cilSQMYSPLU4Ygd/wCGufXxHBbrxfxY7Bjn+dSxeLLKNWAnt/m9DXLRhO2qZpLl6F+zZ4JbiNIjIWOGJHyqfarP2iJmaEzIzbcOsnAz7GudufGFhmVTfxqpPIXjP6VDFqdnJGZIpVmRfveWN5H4DmlNVdlF2JXK+p0tna3FpkIBJETkAGp/szz28wmJXdxtU9D61wM/j7TbRmSSe5DjqBGQR+dUj8TrJWIJvGx3wP8AGrhSrW+ET5F1O+jgTToX86bcW5EfXIryjXIWt9WmQpsw7Mo7EHkfhWynxM0+4YRCK4Vi2AZGxWfq9+mtyrNCE2gFQVOeK6KEakXaSsjWm4vY5e4dFAJAJHOcVTEYdix/D6VqXGms/mMqMW2jOPQZqgLebft2cY5yevvXWhy3Ksi8j6VIbJpl+ZPlPAFNWJlUB3+Tdg84q4sg8oDIU4G3J9Kq5KVydbOZ7gCNGbH8TVai05HIEnB6MccjFdItjCGJCsM/7I61KsUMTEBhjdgA8AV3nm2Me10ixMZeWUEuCeTj+tOuLSCOPfb2ckxU9UdcD2yTWiby1t1MRmSSRF5CoDmqUmtmPLLH8nruC/pg0DKX9pmOPjRL5sex/pUUmv3JQKul3EHoRySPxFXX1uaRQYVkXkg/MTVFnvbl3VmYbx8uen196lgTWUwNuoufODj+AS9PXgYFKl1Akn+jQxo2du89auad4b1G8Y+TbM4I4kkwFX8a349A0rS4t17cmS4B3GC2PU+hP/6qBnMi5up1ZWk4B6kY/I1PayC1uRK04ETcFSeT9QBWpdXySqsVrp9naRYwW2q7n6k9qzltoJCxYbt2Mgdz7VNSCqRcZDjJxd0dnYCOaDcrBkYA8Gr1o5s7uOZWbAOCCe1cPaXsthLvjk78pnIrptM1WK/Qsud/cHqK+VxmCq4eXNT1R6VKtGpG0tzZ1JrpF8yB2ktHOQpPAOe9XRDFPbERyIkoAJ8kYAb3qpY3fkgxMgkhb7ymtO0t7JbdxAucvu2/xbvenhK6nrLcmcGthsbPbeYzKxjKDGByp9z71RDzSfKG53YA9Af9r8KmDvJOxnWaMt1B6bR9KuW32aGWdY42Ee0EMehz2HvXXL96+W+hjazuVzb4hlZ54/MUZyPT0rnrSye/uGYKoVj8zf4V0txJDYoViO6SQYAPI21AHi02wdl4O04rlq0Ip3Ropt7FfUHFrGsDT7gBwo7V5/ruptczNCrZG75j/StnXb91R5cZ3jgZ7ms3R/D4uGjM8mJCwBUfeGelczjdnVSaitStptru25HBNbsUYjUAVonw7LZRTTKyRRKCV98dcelV7QK7IZlIjbox6Zrlr0ZLUtVIvYqzMfmyar8mt7UNNRbSRoVG/H47frWGB3xXNy2KvcYI2bPFPWIqQT0oEhHSno5YYIqBgqghsiprWEyygZIXOTioixVWwQB71o2MRSDLH5m596ibsiootZChgAMLxUZOaQttqJ5AoJJrms2apEN7cKkGQeayVYuSxPXpS3U7TSkbuB2FMiUk4zXdQppKxnOVjR03T5b+cxQld2Mnmuq0+ytTbqzwRrKuUII5OOv1+tGjWUNgkO+4h8x1wjL94+w9as6lBZeWs9yp/drtTDHivepYaMaXNI86dVuWhyF5F9nu5Y3OMPkD0GaRBlwKZlZGkbJHP3TzuHqfepoBls+leHiUnN2OuldrUl2nGAKhu0dYZBj+EVpWymGMzBgVbPSqGtzp5UwB5wQBzU0qfUtT1scqgzcyf7x/nWzCx2fhWPZKWJOOprYjQhK2qPoU2OLnv0pVdR3pjRkggUgXC4xWFiSysq9M1PA3zZrOUgnBNW7UMQw3jAHFQ0Edy9nmnDpUK7gBUivWVtS2zkvEjY1QABc7MgntWaj85Bzj72OcVd8WOTqkYjfHyc8e9YUc3lfLlf8AgPpX6Hlz/wBmj6Hg4j+IzdSQMOOlOG1jkH8Kx/PZxhdv0PWp43ZSAD81dpiaLABMgCoTgcgc0wTgcMCD6HsaedrLg96VkO5AAw6klie9RyIrbQsRAxyCMVYlQfeUc9qgZXHOeO5Jp2QrlSa0iCDKnPAwB0qifNtpRJazPE69HQ1pMhG4Eck5J9TULRKykAAHsQKLDuSxa9FdFYNbtI7wdPNUBZF9OeKbN4bsdRHm6JqCPJwWt5ztcE+nrVCWLDAbM++aqOjKV2NsweNopiK9/pdzYSeXdxSRtnGWHB+hH9KgguruAFYiUBOTkd66K18TXsYMd2EvLcgKUul3fKOmD1qy9l4e1gbreU2FxjHlzDKE+xz/AJ9KlpPcak1sYq+JbqAhAuQOoY/1rRguor0BjCY2wAAWBGO/Ss7UvDOpaZueWAyRbTiSMZB/L+tYu3H3SUcDBwe1ZypJrQ1VeS3OouLSGRSd4z1wD1p8GlLNcAk5AGMY9q5ZbieF9yyEt71f0/xBPC5FyS6cYYdv8aydJo2jiI9TSa+umwftdyyZyo3twPcUwySFmCTOQSHyTkk/jViG0AgV2kH91dx4PuPpVpfKS3dgqkgbeRya67nIQfZ5PklaTYGGSN2auJbOYA7EIf4c4qKe8wojxggYPAJ/DiowzTjbvLjaNoJ6+1IB0ryRuihyd2Oe1aml6odMCBrCG5kz/rJSSR+GcVUt7KUlQApI6k1ZCSQMS5jK+mOooAvX+u61es4J8q3IwFjG0D+tVYwiRxhoWU7SWY8ZP0/GkW9aOPEajHGAeeDSNK7EkEuD+FAE8ksatgMh+nFVpHZ0TD/eGT9aj2gnBU/dxyKsxKdu0jAHQUAQbG6+gwasW7PBIDGSG7MT/wDX5pSpKlVHJGKdgqoUGlKKkrMFJrY6XTNXWciGb5JOATnr9PetdSVztYh+2DXDo7BQpJ/A1t2GsiDalxn5fuuO31r5zH5bKK9pR+49DD4m/uzOkOo3YYjzv/HRVi0me+ikjMmZlIeNjjGayY5UlXdG25fWnhig3jdkdNvWvIp1K1N3mmdUoRmtDV8y4hDXV6cngBccCsy4v3uLdy79GGBjuaoT+JHsCw5mj6EGsxtStpT56JJArgkANkMR7dq7o1faK5Co8ok5iur3yDEzGNspnpnPc12en6Qjws8yFbkYx6DHTFcdovnWF1FLqCSfZpAXyemfU16Fp0qSjai4iI3LjqR2Irsw1ODd2Y1JtaIhmvpoo5Ems3kQEASnAVz3OO26qMdussa+YPunIHbP0p+o37XESRiXB+6ykfNnPf2qjDfRpuWV8BRtDds+tceMl73uodEg1AmHISUksx3AGsiQrubaauENfTlF27vXpQdFuRDLKqg7OSBySK8zkc3odKkkUUQEZIp4XvU0ljc20avNCwUnAY9vY1ZtbATws5lUYOMVnUpyi9S4yT2KtjbC4lJIYonXd3NaJcBnwOAMVbtbeK3tDGCeSck9Saxp5Ss7lTwTXNNXNYsmMh781Qu7hiCAaWecInB5NZxcuCKdOn1KchVQtnH41dgiMjKqkAse/QVXh4GKsoa6FLlZi9ToILy0itre286P7TB/GU3KMnJAP4VV1jVkvpyIFbCKULHow+npWYTz/L6U0KOwrqnjpcnKYKik7kiE85YH6VagA2getU6nXhBXnSk27s6IqxtYEMY3H8B0rmvEVzhGjU4GB/OtZ7xPJZiGGABgHiuW1Ofz2Y9Q7bj9BXTR1JjGzuFgBtWtVSAAKz7FCIhxVza3pU1HqUyXNIAO9NUHvTs1mAmxfSp7dAN+B2qFRnmrUIwoHrWcgRKhIXFPGOwpFAp4FRF6lnDeMkT7fFIp6g8VzwZlkwGAUfwnvXQ+LyG1CLOVwD1HU965dXKMc8t/e6V+g5d/u0TwcTpUZdSRmAUKEAJYY6YqVJSBkk5PpmqattAxuORw341Kp2sR83TvXeYFyOTLgluPepRIRLlW49DVIEnAYcdc1ZD42vtiI+7yOcUFGjv80gb8/U0KqOTzlqpo6g5JxVhJiFwOBSAGiQHDcVXMK7m29M9atidQ+0gH3prsoJGOvftQIosm3gjj1qE24YdMD+uKvsMdDn1BqtJnGQTwc8UDM6axPzYD9cnIqnJC4c7ZPwatgyHs1VJCwTJOSO3oKESQWOsajpuRDMfKJ5jf5l+laf2zRNbJTU7ZrW6Y5a5hztJ+nbp71msm8DcoBHoPxqo0RK4G7n8KYF+98IXfkiXTpo72Ajgxn5hWDPaz2sjxzJtdOqSDaR9RWjBc3VjIzQTtHgHDLx+YraXxNbX8Cw6xYxzJj/WRgKw/w/DFIVjqjoGhaEqS6pdCaUc+Sn976df5VFqHik7PJ021itrcDAkKAt+WMD9axWtpFnBQOwHLuX5JPXt7U+eXO8xR4IONwUZoNCNrUO32uebLvy245qZpY49giiAyM5IAx+FU/Nk3AkMuAfvAc1JkMpD4Vu+BQInSVmYAsOBwSenr+dRl2O5kU7eoFRgBuFHA4zyMipkXayAA9aAJQuOpJP6GnIDjkAenrT9/zkY/OpBjuB9aBNjQpKkk5NPA8zedo9MjNRkgPuw2T90ZwKUllKkvyDkqegoAmSLAQhh8397tRyDklSP5flUf2rLAKFJJ70rT7Yyv3e+T1pgSxypbrtRQoYZ/E/WoprqJGA3K3OaoNco24Dc2AMnOagFxlXPAXOMben60gRpNe5jZUk2gjoDii11e6thhJpGjJztft9DWNJKWQkMpcDPI5NN85kToTg44rGph6dSPLJGkasovRm9Jci53bDjAyec1u2Gnrf6ZHJEu6S2PzZ6nPNcPaXpil3ICVHVTxz9a63SNfFxMFtlS1mABz0yQOhrxqmXuldx2O+OKUkl1OtsGgayEXkFtgxIzjdn2FaTXcFuqjf5M230yPYVVsNVgKlnYQyH7ynhWb29DVeezuLi4M22BtzD7hz/OsnNRjoDXNqWEgkuJFk8nLFdzE9XXPQe7U9pFvLW5hRIrUMgJEn3h9fepVvLmFXkmhMUIUBFBDEt6+wqDW7pEtY4mtvKjfBc4BZTQ4R5bvcjXm0Kthp6QiVCVMxVcMB0JrYitzYqjIBMHG6TJ6L6/Xms7Q2gmWV/NljkRhvWTrtFb/nRiIzNjYOxHT8KeGw8dWwnJp2Mi8u7G/jjjCs0v3gCCBnpk1WFuomdoSACvzKehqe/vgX3FYwq55HPFQI4Nt5oUENgDPt1rgxSUptI3pSsht26QRkkKfxzXN3c4DMQK2Si3IZpWIG5sKOv1rnpI/MBUE7t2No6ZNcksK20+50QmktSuZfMxz0p0EfJJPSus0LQbTytl1bgXStl/M5yO2MdutX3022glbYECnocYB9eK3nhHCFyPbpuxxqLg1JtOOKlvIfIunUMGGc8dqiBwK82RpcAT0NSJg96YCCTTlRdue9J7APHJqUgkYApIIi2T+VI5wcVFrstOxXupSlu4H8RArFcFpgFGcDn6mtK+JwgB9ao2KFpS2Oprqp+6rjNC2jKx5PephTlj2jGaCtYyd2SJigijkdaN3tQK4q5q3GPkFVB61oWkZmCBeh71nLXQFJIVB2p2dufappLR4Qcnj1PWoOoY1EVaRXNc4Txcpa/VRnBVhwfeuaAzCRk8Hua6jxkWF5Eqnlg3HrzXMqxU425x396/QMt/3eJ4GJ/iMQbl2qFHPenSFkG0Hp3pAoBDEPwc1C84xhydxOMYr0DEtQSAgkvk47mp0kcgoXXbnI9qoxEOXZcblGAMdvWpVfCAggnv9aBl0Ngjd8ynuDSrKynCjcn8qqRsACTn+lSI4Q5IPuAO9MLl8OzdGK+o9afvIxkYHrVAOGYFn+nFWTJGACzE496Qy0pJyQByOpqMoVGSc/SoBJlgQzBcZHFL5jBig5z1J7UADqWVnKdB0A5quyocsTVpSScE/wCFMcbnDdhxxQIqSRArhEAz7CoWVY8ZUrt+70xmrckmWyp+v1zVeRGCFmK9c7s0wIzBDJHlpCrdwOtVTZxsN8c+T3B7VYz7A/WoxhCxIJJHQdqAOmFyAxWMqdpDEj+pqCQu8bFWDMOpB6ikL4OCOO/ualCxpyQOeBn0qSiDymfa2AABjA704I5Z9rDOQQDxx6ZqQY6qec49qevmYIfZ0yMU2K4rA5wWBIoGTkOQR6ikDbQw24J6tjNBfcFCnp1470ASq42gAFiT264oVnLkFG28jGDTfMUqUGVbOWJ706NkBILtk9qAJG3qVOAABnPcVXeZWcMzmQHrxilmZQWJfOBz7VGWBjI27h65GKYDZZY9pKg4HY1WuLkM6rndg54NRkybiCQqd8DrS4V2RFYIpOBhegpADSoigEnLHGQOn41Gdv2gbTnI5+tIwG7aHDDvTWEBnZlXc3GTj2oFcMh0bG4YOCO+aZtRySHZWxjrT1wWfCMcctu5zRsVmZwoCgfKB60gGpkZB3Y3bfTJqSN1QyFUbchyCKijG9mYoCc444qRGWNycYOcnjP60DNax1+4QNHO26MPnLDtXURXMN7CfJlG3BO31/EVwhZSxLHAPcdRUtndT2rbopT7E9CK87F4BVVeGjOmhXcXaR6PouYpZbWd3kiuFGS5yVI7g1akia3vF+0OSsYyjy8jGa5jTdcSZQlxwx7Ho319a6aK8intDBORNG7kIQ2No/wryPZVabtUOvnhPWJqRx20032lGPnFsMw6EngKatMrW9vcw5QoWBZieST14qOzWCGzTbEJQgyDHyc47+9Z6meG4Ms0EuzdnHX6f1raVVKNkQ4Nu5PaWZdHedRNHuOVBxz2pt4IwFsoVWIltq+3rVo6mF3F4HiTPyK2Bxt69a5vUdV0s3LkLcNKCTwcVh7jNIQkXZJRHA08TFSEIyw4IAxzVXQtOe7cM6SbFYFXAHysD0296z7q/h2tAikeYE2bjnavetrT4L+0njigP+gyMcvjDgdz7VvBKVuyFNtJo6N7OOTOTjIB3A4wvsazr9IFLmVy0Q5LGrN7dNbaa2WPmp/CFySPQ+tZEcsmpwxwwOBcMcnPTA9qWL96PKjKlpqzCuCPtb7SSjH5SeuKYwrebw0UhDPdDzMkOueKz76xSCBJY3JHRhjjP0rwp0Jp2Z2RqIzxkVOisc4Un6f1rU0XRU1OFnaVg4fBUcAAeta9xaW9kHCptULncRznPSnLCzUeZgqyvY5tRtXB6DqarzNwTVu4MYd2B7ZrLlmXyzzXJFam61Kd46lXJPOKk08YRaidfMwo6k1pQRiK3A71vzWjYGTjkZpDSA0GsRCP2pgp5pgoE0P9a0tM3bgFIz3zWctT2chWQnB69jS6i5dDe8t5WxIQBk5IFUJBsJAPA6CtCOUJECfTNVb1c4OeppuN3dExdtDzzxg2+9jXgYDdT71zRyMYIHOeB/hXTeL0T+0Iyx7E/rXMEL5pUEKT0z3Ffd5bphonjYn+IxcBgVy2Sc+1MZEYsDjcTyTTXXa2NxH0prOMKFLE5/hOCa7jEadyMCoX3GOaFkZndT8oQ8naBz6095DkkADPoKTB3KfvH19aAJBIREXGOmAOxNKhbYGVgv1/wqs0isykDleBgVKJTs2lSQTjpTAtKzKvRCcYzQCWYEkcDvUGR0B59KSOYMMnA5xxQFy6JmCHJDMPShHbkk8etVxIFUkbSPUDmnJKPJxlfvZpjLSvnPHvThKVjwh4NViwI3FsfQ0xpNp+VSfQj60gLKncMtjJ9qayHJHBSmrIzguTxnAwKduBHJ4pAQmJFBBY5PQComQEoBxz171PIrnG0qfTNGxdihh8w6mqAvOdr4yCcDp3pwlRxscfP29BRtD5BjwR3zScghGUbvUdKkoeNilsOTx+tORyzAFlPHIpqAAMMqe5BpCRgAgnBzkU2xE0h254Iz6UxHbjI2kEEZXP41FvLMUAfHXk8CmGQxMSBwe460rjJJZx5gJJIByMVF5zM+Bj2Lf4UwyxdAfrTF6hlY/QUAWicOyAgsBlgo6ioZGUggJz1znoPSofOdX3KQP4RuHIqOdjIiZ25zkn3pkkqkyOoAPpkmlkkZR0LHrhSOKhYg7Vz8xGSajWJ0LAuvXv1oESuT53C8ffJ9OKJJCgBTBfucdPpSbAUKOCW9VP5f1oKpGgLEtvGOSeDRYbGQt++2uvzdzk1Oq7kY5+Ze69DUYTyol5DEHgKKcokwxChV7YpgPXJRXL4UnHHUU4IQkmWGCOp5zUO0sdrMMHg47VNGimBsPIyjg5+7SAFC7VYgMuM89acr7gCFIXtmoyoXYQwKjuKk3HJJzt7ZFFwJC7KmVXPGetXYNQngfIbcvUqTxVAMp4BP4U5WK8A1E6cJr3kVGTi9DtdK16CQlTOY3x909voa1LnVZ4UeVrpwiDkmvO1IDqzkj3qeS8nuo/LedmUcKK8uplsZTunodUcU0tToG8WJcRugD7iMbpO9ZzsWL5P3v0rJ+zjuQfpVy1l8uQbznOAKwxWXckeamdOHxMW7SOi0+EajDAqsIdStcbEk6Oo7Zrs9Mt7p4GkuG8uV2+ZSOi/wB0YrhrA+ZulBKqMEMD39a6q01yeOHZKgmGMA55I+lcFLEqm+WRtVpX1RNNqpa+ktzEBGXwrkdT9a0obO2QSwBh5pG9mAwR71mm9sDgNatnOcHnmnW15BMZ4ILZonKDDZyzgds9q1jiKcpXuc3JJF+5X7PbPDvUs4xyP1rOgtWmeOASQFYzuYSdCPY1G+oRaoyRW6+W6EA+Zxn2qyNUls5VtRaZkLbUbPBppKdS72JbaNV7MGZpbb91KwVVI6evPrWdqjOxKzNwD26mtCW7kFnLNtyEGWwece1c0txJfCRFSV5CxxgcgU8alycsQoqzuUplHRRyx6Vi3aFWYEV1U9q9gkayou5uQx5xVF9Pt72aTPzSAcDOBznmvEhh5JndGaSMvTLCW5mBAGB0Jq7cxiHKZyQMGtXS420+28llJUY+YdazdTkSaUsiYI65HWs6sHFlKVypGeKeelRwAmPgU85HFZljWOKQHPakdgoyadHgqDSEOWrNsoO7ioAuKntuA1Q2BfjuAFIdScHjHpSTtmV2HRqrjOafjgUlJtjUUcX4qj33seTjhu3vXMSWqNIWbjPQMea6jxST9tUkjAB5Pua5k43kjg7sBhnn619/l2uHieHiP4jGPCA+4sW9dtQSR7W2xHjtVk4UFMljnnA5zTcHG3BBHciu8wKpSRsggZB5Y9cU2UAkCNmUbc89PepiSJQNxA7k0vljzvlJkz0DdaLCKsDHzCpICY+Y4/WpMtuKocgHpT2CyDDHkfdx0HrSAx9FibCjnHegB0bKuecnuAM8U0GMMHCkDHfv1pDIy/dUZ9PaojIpwGGF7CkBIgRTtAY8Hn2qcEIuxVG373PWqiSHdg4x7elWfMBjYOwXPTPpQIdHK3BA4PtmpiwKAg7HPBx/Oq24AbFxuGDkd/SnrIGjIx8wbk0DJVIQsqDcSe/Sl8zaoVu3eofM4BFDNlSd4HtQBaVwnOMntTRN8zfKPxqASSSJjfgKOuKRWbBDNwRkHHemM2+ozvBz6Unly9cZHakGCcKuCfX1o/erHlWDfU0ihCPnIZ8f7PakjuwykbVXbwSaY0hZS23DAdT3qsZllkILHgYwRxmgCxJMArqpbnqRUW4GNfm6Dox5pryMccDgdhTZsbQCVyR1FBI7YmwkjDeoNVxkSHL4IOMZpDO6vsJJwvUD9KYSpVeM+49aYbkrRiQMQ5KgZ4P50jtGYCArcjgVHk/dwOfWlYlTy+AWyAOwpgPBYnJIA29TUasckB84OcrT5SVJCMHVerDpUUfmO3O1Qp+6f61IiSKUSbsKzAHr3qQOCMBWYAZIzioHcISY1BckAEHgVMjDy8uVLD0pjHICWYhG67uvtQHbzAxBOeTjp9KWEB1JI+bOQaVGLE7VBGOQfWhAOdDMQygp3OB1qVELK6xH5sZIJ7U1JFGCVG4nBA/xp5JWTeAF9h1pAR+WuRx/D+FSBWDAMSQR3o3KXXDRg989TT2fdPhQxA6cUwCOMsuGHI7cdKU5UgsB+FLyGLkAEelJ5xZxuVdp60FBvQvkk7fSlLK7NtATAowqtgjCnOelOBjz90Y9CKQbgAViDLIMDk5polYx8n+LO71qRkVASDjjIqFyAmd3QZxjqadgNfStZayjCTrhO3GK6Oyv4bnDROpPoTXn73MsqKDtxjBAqS3u57Vg0R5HTmvHxuVwr+9DRnVRxcofFqenqwYcUsbMkyOpwQc5rj7DxfLGwW6iwv8AeQZH4iuns7+2vYQ0MoPGRjvXz1bA16DvbQ9GFeFQ1ZrMXDpqFsgaRcebGp5ODWhbXj3Ue/yPLUPsjVhz7/0rEguHt5hJE+GH941u2OqW9xHtyI3PUEYBPqK6cLiUviMKtJ7kGsTwrDJGrykkjCxjg+tS2EDwWnnKMGUZZT95R7mqc1nfreNNHH5ihg+3PB9hV5Lq5VollVYzISVAOQAP4c+tdcZKbu9jFppWRBqU6hYhskWQjqKoRwOqhoPLDSPkHGcUl5cSXN3cxBzL5ZyGHQe1Piu0useTFhVGXONuT3H1qFTTd+ha2LgmCqBLhmDc5Fc7qEzveOWQexPNXYpJy8kKxSS7zlQDkge9Nfw9LFHFLLKF8zqoGNtedXoSk20bQmkjJSTYMY/WpbeOa8mKQxFnxnArQk0qAwfugzzK3DDpW1pAjsohbXMQikQZLEDBGeu4UsNgpTd2OdW2xyrW82WjMTBh1BFRKCvBFdbdm2aeTYwJJyx7D61zt7GkUzLGeDzWGIpezlYqnNy3IV571ZhxtOKqAVZtzhDXG1c1J16U7OKaDR6miEHzFXOI8Tv5uqNFkkiMAgDvzWA7IsZIyp7EGtnxAxOs3OOMkD8hWG7jcYxtOf4m6V+h4NWoRXkeFWd5sTJLq6KQD60jkvxtYe9NAdcMSvpg1JuO8/OwFdRzlZyfMC4/McUSuYmCgKcnOSKe/LMIt20nuOntRNHvUOq44wQf6UDIImJ3biDk5wOopX2uNynlBgD2prpuXcwCsOM9M1HGzqckgf7p5pAK0kuzlgM9PpUKt++VepxT+hBIyPSlZAI9yHDHpTEC4DtlTtzzSoVkc7Qc9OTxTGdkIRmAY4JzSByGViRwfXiiwFjcYj+8YY9QelKskZcqh5FQMwK+YTwxwfcU1ljG0MAp64HBoAskgkkEY747GhFGA4fdnPGe1NEiFyEGeBnNPcxOAFG049eKQxyOhJBfAJ6ZpwUKMgnJPGTwKrMqb05HTtUu8HgHPtQBvlWLZCtsPKk+tVpF3SEbwcelWWuHnyQF+VeoPBNUmkL5ym3I/WmWPYbV2+YcdyRUbFBFyepp3lSCHG7JPVe+KYBDsbfCzH64xSIG70jAAOSeDn19ahJMmQB8yHpng087druR0+7QJ1CgIPmI70xkM0zE5AxjjpTgyRR4VizZyPUUtxMQqnKKM8gjrTxcbzhxGgHfZg0CGDLgZYZU7qadwCt2J49aUOnmnByx/i9aSRwHwNrN6EdKYxzRpGoCDGTnHao2ViflYA9cUjuMKWY4B5xUiSJ1y49DipEJFhmBkBzntUhhjLEAlSSOaRi28bWAU9PrT9oDLufLn07073GK1u6Su8XzADBxUyP50eCTvAwQPSmxu6PsDsyMeeOlRupQEIpDE8k+lFgHgbDuBPHr60u4kNK5Jx2FHJwWHHpUxVHK4GzsTnOfwoAZFIN4kABTuDSiV9wCDAJ70+Jm2keVwD1xTJFxls4PagCUuqqx3dsUDY0b7uvGBUKuQrK3IOM1N5e6EDcfqaAESVWbaR+mTUm4u20ICM4yetRAFIwQxJ7HtQGOx8EA46mgdxXYbiS5IHbtUZ5fePu4wKUsoijUgFm7n1o3AxlSOO9IRG4KuhWPcD1OaecfwnL+g5x9aBg4we2KiAaMOBjc2cE0APkZON5BPcg0sN7c2zK0TNHj171UkV0jPIGTnjnmo5Z9iBs4ycUpRUlZjUnHY63TfF6wbFvH2hjjcvSupsNStrpMwSoxPU9c/SvIlkKrtaEn61ZttQubWUS27iJu+Twa8nFZVTq609GddLGSWkj2QzTdppFHoDU9hJ9pSS1nkzu5RicEN9a4XS/G21gl8oTJA8wdPxFdda3ME0ayQyhhnIZTXhVMPXwz97Y7YyhUV1uWIESyuZRPL5KbTuB/ix2/WpYnVmkKyG1RifnC9Mjp9aRrmG7iEFzjGflbHIPofan3dlLJAn2eE7i+75egFddCpF0zOUWiXRo5GkmcboztIjfsTnGa0RC5t52niDEryTx+OOwqnYrerHHBcQoIV58yR8cfSrFxdrLFcQzyCPDZQDsOx9x7VtFx5WYtO9ynZQbjnfJ0HTsQa2FjWSIhwGLDDZ65rHtDc29uHtlWSQsVYZ5I9cVbspJG+eZCBg7/AG5rbDWSYpJsbqKRu5HlADaMgjrXN3oi+0t5Wdg4OB0rXa4WS6mhBbAbapPf6VahWG3l2rGnnFMOzjGAa8+vQdWbsbRqchyoXNX9PhRpFSYYU96uTaXFbzzRM3mcEr7VqaVbk2rrPGmGAAx1rmoYJ8+ppKt7tx0mjwGxMUIUcfLjnnPrXOOPLEgbjbnHHXFdO+nkqy/bJI0VAqqDgA+tcneuVgmZudvBP9a3r4dRqRsKlUbTbPO75jc31zPKSdzHANUNqyYUcsTxVosj/MW5yc1GygS7RKNx7AV9XRXLBRPLm7ybK85dMbgAFWo8kqHYhVHUdzTxtQYkLOc5BoDxNkk8seBWpkMSRkhZlYjHOB3qNivy5UqMcn/CnuRnDAA52/hSsgkwDtwOMjsKBlRpkRtrLlfWoxy+8D5T29qnKICqlQxPc9KhlEg+UDnOT9KQh7vvtyFYYUjGBzmo5FDgkcKDwCefypAsUeSD19DTfLKgEj5WGe9MCKQoJFzyc9ae0owV8sNnsBTAvlyjzRnHakkjYAJGMMcHJ6/Sq3AduJKgrgZwD6VI0m8Esm3HAz3qGUF50LIRt7AU54yrOQ/GO9IQ5TgEgYIbPA4zToflD8d6hjlZFI2bge47U5ZW6NgZOcjrRYZYOAcYOe2eMfWlX/WdM++RTOHUuGB4xgURsqoWB5pAPHjrS2yXtroHJ+6i/wDxVNbxtpBwRb3pI6ZVPT/ergKKm5rY7RvGFn5m9I7oH/dXn9ajh8aRF38+1kVGAGVYP2GRg44PJ6/41x9FFwsdY3i63D4S1lKE5LFgCOcnA/8Arge1OfxfbA70s2dgSArYUbfTOT/n9eRopBY6s+K7b7Ox+zy+ccgR/LtAJ4+br056cmmReKLRnczWkyAj5fLcHB556Dpn/H35eigOVHTr4og8xg1vJs7MDk+3Gf68dqd/wlkQkAFtIY84Ll/mIOe3tnjn/wCty1FAWR10/i+22r5NrKxzk7yBj8eT/nt0qabxnaPb4W0l83aDt4Chs9jnsM9jk84FcXRQFkdbF4ut3Cie2mQKekbBt3Qc5x6dKS38XW/nbrizkVQOPLfdz9Djvyck5/WuTooCx2v/AAl2nbifLuwD6Kv/AMVSnxjYN96K6JByBtXBPv8ANXE0U7hZHbnxlYkEeTcjPfav/wAVTR4yswoAiucjvtX/AOKriqKOZhZHeL4104H/AFV5/wB8L/8AFVvRXAvLeGaEMEkQON3UAjPNeS16ropzpFiqgE/Z48k/7oppiaLax8jcOTxRIrxnCjP8qGlIJHp6U5HDQM+TkdR6UySOMncxPPU4I4oZcnLLwe4pyELIdhOcZwaaxAUglhnmgBrFN4zkqBzimtlWZQcr6ULhQpQMB7d6WUrtBUE5659aAIwiKOSc+marzsw+ZT8opznMqoGwTyfYVE5AYISVKngihC3I8Z3vghgM5Ipy7niwQFPuaJJXLYGCAMZNNDEHjI+ooAdt8oDcOPbnNQDBGXPy5zinrIXcFSpGdvXvTz5WGUru45yP0oAZvRsENyMMG7Yrq9H1iEywWthL5EpbMkkz4X8a5OIqAcghAcKQO3atyw021ju4JmAijkxwXDfjg1E6cZq0kXCTTujtW1ZeIpbq3d87WZXyM1t211JHbRxxzMQowArcmvLdTgu47qSJYJPs5bKMybCT68VXsfEeo6a5jFxvTOSjjPNeNicsur0tGdtPFpaSPVWaV/vzOwz0J7VfhlguIRFc7lKgBJB2+tcNpvjS2mlUXOIyoOSeQfx6iult72C7j8yGWNkxkENXizo4jDy99Ox1xnTmtDZiSaySQ7BLkDbMOQBV7MkFvKyrxsyijqcc5rFtLyW2LbDxjgH+VaI1eKaNhNEylh/yzPWurD4qLi02ZukyK1kgvp1e4K+Yyg8cc56VpxSwXSiQgHa5TB9axw+lDIW2kYkY2k8VNBqFtPiEKISDlWxgA+hq6OJpptNkOm7Et9EVuWkCbMc4HORirMV/DDBFEqZkY9NtUbueeC886dcgAbCvQe9XlnSWNXIUyBd5K/TpV05rn0ItdWJp5TNaO0Xl8cNnpiuS8RDbpFxIh2tjGK6eYwNbIWUESJgDPT6iub8YQlfDMpByGkUfzqnF1K0bjT5Ys8xk+aLcQue/FC/vVyzhfrTCP9nP40sSho23FSxPPPSvo0rI89sifyy7IGDHGAw6VCkIAL5BwMD61YPyhowATjr6VCq7ASDnJzQSRkI+QVOfU1CBl9o3Ad/erUnmAjA+Xg7gOvtVcsU/i47kDJpgIX8vA2DcTwD0qHaxJVtwPrmlM5IK7d7kYpEB6ZG70PpQBG5VW2unHqKjDukbcFgOgJqQktKBii4TgYwWA+bAwcUCGuwJVg4cgc+tI7EbMRt8xwec0gDvjamCR0xiiVZ4tufvHuPWmA2UtIzEBuT3NQtIJGVQwyByM07kJtd23ZzTXZGYD+IDpTQhc7eNwA9KQMrgkD7ppVjzkMPmx0poUx8oyn1FADlwWwG59B2qZVKkqCM9sioW2sSFH3h82PWmxht+1mY47jrSsBxtFFFZm4UUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXqGl8aNYkEL/o8fQdflFeX16do6h9Js93P7hP8A0EU0TItFypDIDn1NKjSkZ2BY/amD7tWIyfKA7ZqiREmAmDBT06GkkzJIdw47e1IfvtUMjEEYNAD3ZfLxllKnsetQfM3Ofm9aUksxzSpQTuMaNydx/wCBH2qBxEeBlfQE5q5cf8ep/wBrrVSONZIvmGfloGR7APmznHapZrkjDIF5XBGO9VHYjGDTgAw5piFUkEEKF57VMEM5IYiPI+8KbCoaQKelNmkb7SsWfk44poCxbQpEwG4/jXaeHJtMSdY7rDRtkJ5iDqPU1xAJSePBP3u9dEl1JrDW63G1RGrbfKULioZaNTxndWUlu8sEitEWxHsc/MR1xXnskm9y6IqKpwFx2+tdzdQ+VHLY72aEDjcBn8wK5IxqschA5HShCkUzPjjYAe4qe11GWxcPbM8R74ao2UNjNOKhUTA69aJwUlqJTcdjqtK8dXUabLyISKhxvH3sV2Wna5Y36DyplVj/AAOcEV5SY0P8IH0qPLRy/KxG3pz0rya+VUqqbWh1UsZNaHtSsrZyA3uOf1pTGGzjjAzXl1trmoad5ZhnJ46P8wr0HTNRnvEDyBAzHnYuK+cxmCeHd4yPRo1farVGza6hJGoinH2iLuHOSPpWnYtY+Z8gMZxja4wMfWscUiMTnJrLD4qaaLqUklob17byTIghEQ55ya5Txqv2XQDEbkMTIuIyc+5NaDu23rXL+Lv+Qb/wMV7eFquVZeZyVY8sDhi4PJbaM4zilKIsgJYc8nnrUqRrluO1VZFCzkjrX0Z5rCYh3YI5Ue5ppjkijBLZHcUkpyvQD6UM7bRz2FAiVp1EQADMCPu9armSLG1WH9aQMR0pABnoKYDEji8zC7vqelDKBgAFhu/Ki4RY0G0Yz1pPMaOzLKcGgCNy+9lVfm6DIqLdKTswf9psdKlkkbyg2efWo2XfF8zN+dIQx4XbBJyAc5qZMkZLfgeoqMsUAwfzpIW3XRBAA56UwCeB2yTJu/pVN2ImzgfLxkU98t5mWPX1qSeNdnSrQDc7uW3H3FRsSuWA/A0qSN5famv1pCJYiZIy+0BPXvTVdC5HzKO5pqSuwkjJ+XHSlKhlGe45oA//2Q==", "path": "030068.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030069
Women Tops & Tunics
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", "path": "030069.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030070
Women Tops & Tunics
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", "path": "030070.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030071
Women Tops & Tunics
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", "path": "030071.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030072
Women Tops & Tunics
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P5VMtiobmX/b/ANo8M2d+AWSS3ViFPOQMEfmKxWv9dfRv7ZtJQsAmWIRx8jaSdx/TAJzV/wCH2mrrHgpIm5EE0sbD05z/AFro9P8ADl3ZWJs7Ukw5OEZBjmuFuMZO56V5SirHBaJJqmo6jNctGxhBLCN2zIBnA5HBNe46CHTTI0mJLKMZPeqGleH47CHcyoj4wFRQAorWtxjpUuSb0BJpEFzGsl0SVBGaiuPD9pczG5XdHclQokU9AOQPzqeU4kJNWrSQScZ5FT1Lexzt34bu711EzowU5HAJHuMjg1pafoENpl2X94epPOa3wgxTGworToZ3uQMqovTFZl7KgJwe1WLy6Cgqp/Gudvbvg81maxiZWsTb0Zc5zXHLZJLfE479BXRXTtJIc9KyIo3jviwPXiriwlE1PD8DzanMTtexgkABAHJHOB61oeItQ/szxH4PeQ4ll1CSd8H+Fht5/MVc8O2cVlYRQx52LkksepJySa8x8R+I28R+MvtNuxNppmIoCOjENlm/E/oBVU/iuZ1vgsfT4xil/nUFnKJ7G3mHR41YH6ips/nXeeYKT2ptHWl7daBCZ560UlLQAo79qMUlAzjigBQOKX0pB1oPNAxetJ0zQKXNACH60dqXPWk4zQAuB60cDijqKSgBT1oo6D60p9qAE74oozRzmgAo/Og9aOtABxS0lGDigDJ8Kj/iktH/AOvOL/0EVr9OayPCo/4pLSP+vOL/ANBFa9ABQeaB1ooASl/lRS+lACUUUUAHTtQaOKKAExxS0GkoAD0pO/SnetJjpQAUlLjjmkPHFAB9aKKOc0AIBmjvS4/Cj3oACBSdBSiigANJS00Djk0CA1w/xasftvw+vXC5a3dJh7YOD+hruOorO1+xGpeHtRsmGRNbumPwpPYa0Z5D8HCP7G1OAn7t0Hx/vL/9avVYlCxjFeNfCuZrabUbPdz8kn4qSteuxTZjHNebL42epDWCJ5ThDVe3mVY/mIHNJLOApBridcOrWOrJLZzB7KUEyQsOh9VPaki1HudJqWr2sLAPKgJOBlgM/nTrC/RpwEPzYztrzq9020166K3MbuWG3DvwPoOxrufCuhjTisryNIFjCRq38A/rTBnULe8crUctxvPPFRXCiM5U8HtVN5wtO5KSGXbbsn3rnr3PNa883yk+9ZVyN3WpNkZQjLHJrOvlMDoygFmdUUHpkkD+tbiRYp2mWK3/AIu0y1aNZY0YzSqwyu1R3/HFXFXZlVlZXMv4n3z+CtNj0ywuGnn1OEqZGwPIVeGK47nP4V5do0PkaUzBSGcfNnvXZ/G5ZW8VI25RbRIIYogPuHG5vzzXMwYNki9OEFb7aHLFuWsj6U8HTed4S0xs5KwKpJPoK3O1cb8MroXPg23G4sUJU5Ndl1FdK2OOSswzmko6g+lGeKYgxnNA+lL0ooAOgooo780AHSlFJjPejHpQAveijPWjNAxR0oFHagUAGaKKOnagA5pPelHWjvQAdqTqaXtRkUAH4Ue1FB5oASlHWj14o60AZPhX/kU9H/684v8A0EVrnpisjwt/yKekf9ecX/oIrXoABS0lFABRRQaAAcUppOc0UAH4Ud6OTQD7UAHOaO1FJ3oAXtSdO9L1HBoxnFACc96O1Kc03nPpQAY6Ud6X6UlAAPSilz9KSgA70UtHtQAlFLwBSAc0AIRk0EAjB6Gj+dHJ5oA+cRIvhX4lXMLHZAbh4m7YVzlfyOK9Ujvvl5wD3ry/4s2gi8bakxXh4ElGO/GP6V1dva6hpuiaS1/Kss89qruytnDYHB98EfjXBWhq2ejQmrWOpFwH53Co7pofszPK6qo4yaxopWKZ9qwLqLWr+/KXCm0slyI5Q25mGey9AawR1xjd2OjW+023YSLCrOO7ipP+E50+BtjCMEdhIM/lWDFoejKd09xqVx3KtcYU+2B2q9Bbaan7uw0m2gGcltgZj+J5rTQ6HSilqi5ceOtJERaWUxA9zz/KrVlfxalbrcwFjE/QspXP51LYaLbb1lliifnIGwcVrXEauBgYPrSaOWdk7IxpVJWq7JmtGWIg4xVdkABzSQrlF1xT/CLxN40leUSkJbFQUDYBJHXHTjNRTv8ANgU7wDcO/iPWFWREzbpkuCf4z6VpT+IyrP3Dy74h7zes8jTu0l3KwediXdc/LkHkcdqylfy7VfU4wPxxWn8SJZJvE6CUMryKZCp+7ksRkd+1YRkDTxrzhF/XOa2Zyxeh7r8HLnfolzb/APPOTJ/EV6X6V4z8Gr3Go3tsWHzoCB64r2at4P3TnqfExKWkBxTjirJExigYo4Jo75oAMZoozRQAelLSUUCFopKX8aBhRkUUUAFLSde1HOPagBe1HGaTt60YoAWjFIP8mjmgApcelFB68UAFFBNFAGT4V/5FLSM/8+cX/oIrX71keFf+RT0j/rzi/wDQRWvjFACdKd0pO1A6c0AGRRRjrRQAUUd6OlABnIoo6CjtQAcYxRSCgdaAF7UUHpR2oAT8KD60de9L3oATtRx6UcmgUAGaTrS4OaO1ABxRijtTJpVgiLseB29aAHMwUfMcVA93Go4yTWRJcC5lYvclT2VM/rQFt1+9cSE+4Nc8qr6HTGiupcm1QRjO1R9TTBrHHzIv4Gs26tLO7jZHnkBPQqxBFc9f+Gr5Yy2naq+c8rMCw/Tmp9pI3VGn1OV+IcnnfEGzkeBZg8MWI87Q3zdCT61nfGLWb7SfH2k3CII1hsw/lK+VZSxDA/lVfxZpd3pWqWM11etcSSxFhKqFQpDdBzVT4yRR3V1omr2jXM9ncWnliaQsVLA5xk8Z5J4pp3epjUSi/dO50W/t9SsYLu2YNDKu5T6eoPuK6EQrNbBSM+leB+CPFTaBefZrps6fM3zcZ8pv7309a9/0+eGeFGR1ZWAIIOQfpXLOm4M7KdVTXmZh0GaVyUUqD3xWnp/h6SLDM2D645rZjYADHSp1uEHBOKSKlUk9CvHaiJcE5psiinzXaAYDCs24vR8wD5qiFcLl1BNZc8udwFEkpckseKzLq+RThOaRRW1GZo7eUofnwcVN8PbpftWqQOIi7xIw8w8kgkcfQkVnSMZs5qhctPpyyXdlNJbz7SPMjOGwauGjIqK8TiPH12bj4iXS7iRAqRbc52kDkfmTWQrbpS2e1SW1i97r96srsZHVpQ7tksT3J+tQJ8p569xXQzkjoeg/C6+W08YWu4ErMrRZ9D1/pX0WD78V8m6HfGwu4LxSQ1vMkv4A4NfV1vMtxbxzIcrIoYH6itKb0sZVVqSdKXtRikNaGYZ54oA/WjGDS0AIaMZFAzSjNACdaKX6UdqAA9KTPalxQPagApD7cUvr0ooAM8Ue9FAFABRRS8UAJ/Oge1HQ0Zz2oAKXtSc/WigAoFLxR9KAMnwt/wAilpH/AF5xf+gitcVkeFv+RS0j/rzi/wDQRWvjmgAoo5NHfNACUvQUh60tABQetHeigAo4oxRQAcGkPNLSYoAWijjFB460AJxS0gIo4oAXv1pKOnal6UAJn3ooooACQBzwPWsu5b7S+ScRL0Hr71NdXActEhyB94/0rndX1G8t4H+yQxyMAcBn2n8O1Y1J9EdFGm3qGpa/a6VMsUuRkcEVnp4ztrq4W008fabqThYUwWOOv5CvL9dvr27nDXZaPOVMZPeu9+EWgBRda7Mv38wW/H8P8R/Pis4x5mdNWShG5sS6vbCTyryGW3kH8MilTWZqfiXT9IieaG6YFOqfeH056V6W8SS8SIrj0ZQa8I+JM51jxXJYW0SR21h+7ARQAznlm/pVTpqKuRSruTtYzPFfieLxFcWKpyId2cD1I61saYLfxr4Am8PX92gurOTbZoOHB58s89euOK4Ga3+y6j5IJ/1WeexNUZL260vULbULGdoLu3bdHIvY/wBRUwFV1KV34c1mw1B7C40u8S5Q4MYhZicccEDBGe9enw38Xw98P6TbajcmW4c4lRCS0eeSMHsuQKzB8Yr8WKxNpqNMysJX80gMT6Y6D2rgNc1u/wBfvvtd/LvcDaigYCL6D/GrlFSVmYxvF3R9D6b4kt721We3mWWFh8rocg/4GrD6luPy7jXzLZ313YSGSzuZoG6kxuVz9fWvTNE8R3N9psUzzyM2MNz3HWuedPl1OynUUtGejyXeR8zY+pqnPqCR5AO5q5xbuSYDc5P1p3mVmbWRoS37ODlqoM5d81C8vYVPaxFjuI+lAi1DESMmm3lp5kDAjt0rStoM4yOKumzDL0qk7CZ5XFbrpviezuJEzAzmGbPTy34OawdZ09tM127s2HCyHZ7qTwa9I1vSkuXaEExg/eYAbvw9Kw9a8OtqWyY30/2mNAgkm+fIHrXXTpylG551StCE7HI2wG2aM8bkxX0l8NdXGq+CbIs2ZrceRJn1Xp+mK+b1XbcSRnAliJSRfQ//AF69P+DWstba3c6TI37q6TegJ6Ov+I/lRBcsrMqdpRuj26looxWxzhjigDij36Uv4UAIBR2petJQAdKXnpR36UlABRS96QHigBaAKO9HOaAEIzRRR1oAWk65oHSlwPSgBOlL29qOe3SgCgA7UcjpQOtFAAaKM0DnrQBk+Ff+RS0f/rzi/wDQRWxWP4V/5FLR/wDrzi/9BFbGaADApDzSmjFACYyKOlLSd/rQAo6g0fSjNJQAe9AoxR2oAP0oFGeKO1ABSEGlo70AIBzR1p2O9JQAUnNLR2oASqmp3DWthJKn3uAPbJxVvFU9Wj36ZcL1wufypPYcd0Ztsf3I71zHiTUPs6tC0bpuHDsOD9DXT2nMYrL8Q2QvdOniYZGDxXIz0I7nkN832uYyt0H3V9K9+0CzSw8PWFtGoUJAvA9SMn+deFR2lz5ykxBgrjIz1weRXtmleJtO1CJVBe2cADy5Vxj8elbUmjHEpu1jZkcRxNI3RQT+VeMzaa0t1eX8uDJPI0p/E/4V6nrN7GtlJBG6vLINu0HJAPeuUv4I4rSRmwFCmprS2SHho2u2eLaomNckx/CgFY+oR5jP1rW1OdW1S5cdC5qhcjdG30rOLLmrmCye1RsnFWX+6cVGwBGK2uYWK235QB3rqvCUxZLm2/ukSD6Hg/rXNbOCTW34Rl8vxHDEw4nRoufXGR/KpnrEqm7SO6h3VMSfWrCWhApxta5DuK0UbSOABW9aW5wM1DZ2gVckda1bdMEDFAFy0gGBxxS6ldpYw/LtMrfdH9adLcrYWnmuOeir/eNcxNNJcTNJI2WY5rqoUeZ8z2OHF4n2a5Y7kbFnYsxySckmmlQRTsUHgEnpXoI8Y5DxbYQWkC6pHhJVZY2A4EgJ7+pFZOh6pLpWt2t9ASJIJA49+en5V21/pdrq9sYL6MyRZyq5wVPqPeuS1DwpeWP72wY3KA5CMcOv9GrGrBt3R2UKyS5ZH1HY3cN/YwXcDbopkDoR6EVP71wHwk1o6j4WazkDLcWMhRkcYZQeRwfxrvxUo0YGj+VFH40xCUe9H0pRxQAUmfSl/lRQAh4NLS9abQAtFHbmjI6UAHNGaMd6OaAE7+lLQaKAD6UdqXoKKAEo7UCjFABQKMZooAyfCv8AyKWj/wDXnF/6CK1+9ZHhX/kUtI/684v/AEEVr0ALRRSe1IA70UUtMAzRRSZFAB3o60Zo6UAFKBSfypaAFoxS0YpANx2oI9KdQcUANpKd2pO1MBMcVDdrus5l9UP8qmprjcjD1BFAIwbFgYlP0pb1AyMMdRUFkxVdvocVbl+ZTmuPod63OPg06IahKgVQAd3T1rcgskQHgEVUukaO9EsXDj9a14XWWJZE6H9D6VKNXsRfZ4gd2xQ+MbgOcVg+JbpLfS5yeoU1t3cuxSAQK808cav5Vm8AJLyfKOadiL2PNp33xyOrE5bGT61K/wA6HHcVWk+6FB4HNSQvxtPXqKpIhsy3BDlT2pu3JAFS3ICXDljgZ71fstEub0BmzDC3bHzMP6Vok2YSajuY00wjJjUgyd/9n/69WPDttJJ4m07YSzfaFYnPYcn9K6KXR7DTbRnZEG0ElmGTW94I8Osn/E3uIwryjEKFeQvr9TRNqKYU7zdzszaKCcGhbUFsDmtk23+cU6G2/eDH8q4j0SklthVGAMVOXhsoTLKR7L3P0qa/vINPTa3zTEfKg/ma5u5uZLuXzJSCegA6D6V0UcO56y2OLE4tU1yx3FurqS8m8x+OwXsBUFFLXpJJKyPFlJyd2JTW5OO3elZtoyaaBge9MBaCM9aKKYFjTb+40i++12bBZCNrgjIdfQ16HpHjGx1HbFcf6Lc9Nrn5WPs3+NeaUvWocUy41HE9uByAeoPegV5HpviHU9KwLe4YxD/llJ8y/wD1q7bQ/Gdpqci29ygtrluFycox9j2/GocWjojUjI6YiigCipNAz3o4o7c0dDQAd6Wg9DSUAAoOPSigYoAX2pOtKTkUZ4oACKSj3pTQAnQUfUUvUUnegApelFH40AHvRRRQBkeFP+RS0j/rzi/9BFa471j+FTjwnpH/AF5xf+gitmgAFGMUA0UAJ3zRmigYNIBeBSHpRQKYBRR1pfrQAAetLSU6kAUUUlAC0UdKQ0AIaMUtJ2oAKB1o/nQTx1pgcwqlLuZewkNWSSVqMANcTN6uaV3CjJ6VxndHZFG6UeZVaxuhE1xGT1+am3d2C5ArGacrM7qeDxSubWuixquoKkTtnoPzrzTxyvkT2cUvF3IpnlT/AJ5qeFT69Sa9L02zSRJdWvxizthuUN0dh/QV4trerS67r11fy/8ALRjt9lHStLWWpzyld2RmHlqlgAEysTgCmRKXkx6048A0hGna6VDqF0LqSThMYQdj6106xxwxlj2HJJrntBlX+0o7Zjgywll92H/1q3Ln96RaIXEkrLGpU92OBXRFpRucVROVTlJdG8Nvrt4NQvEIso2/cxMP9aR/Ef8AZHb1r0CCwWNotqkYYfTFXLW1SOOOFfuxqFH0AxVi6mitoDLKQqR81wyk5M9WEIwiNuZI4Y2eRgiDqWPFYdzr+1DHaDBP/LQj+VZOq6nLeylmOIwcqvp9fesV7iXnBxXXSwyWsjzq+Lcnyw2NV3aRy7sWY8kk8mmiqlpeif5GBDj171cFdaPPfmFLSVHLKI0JPXsKZIhbfNjsnX61JUcIxHk9TyakoATFGKWigAooooAQjNRMMHNSk1G3SgZ3/g7xQbkrpd8+ZgP3MpP3x/dPvXa9q8HEjxSLJGxV0IKkdiK9m0HUxrGiW17xvdcOB2YcGspxsdVKd1ZmjzS4NGKBnpUmoHmjnrR75ooAD0ooz2pM0AL0ox3pKUUAGOKBRR9aAFFJS0maADuKOnejqKTmgBegoP0ozxmjPrQBj+Ff+RS0gf8ATnF/6CK2OlY/hQf8UlpH/XpF/wCgitigAPFFA6Z60Z4oAKKB05o4NIAo7dKO1A55oAPpSikNFACjpSjpSUZoAWjPtSUZ9KAFzSZoznikoAdSZooxxQAVDcyiG3d8cgcD3qXr3rL1GffP5Cn7nLfWplLlVy4R5nYpxgqnPU8mqd9MVjwvU1dY7VzWZeHIGa5TsRjyggszU3TdOfVrsW6krH96Vh2X/wCvTLyXAIHQV1Gjwro+gvNJhZ5RvcnsMcfkKqlG7CrPljpucP8AFXX4rHRV0OzGwN8h2nsOo/z6143GCsZfHXgVt+KdUfXvEE0y/wCrVikX+7nqfc9ay7kbXWFeSowTVyd2YxVkQKdo460oHPNC8nHoaswoZpiwXIXqPU9hUlGl4f0d73VotRkYrDaDEaju/c/Sup8HWZ1jxHcXe0m3tGIU/wDTQ/4D+dQ24/szQi7rsZIi7A8nPX+ddd8PdMOneGotwzJL87+7Hk/zq675YJGWFXPUlN9DqVRY19PWuP1vUmvLoxo37iMkKB0Y+tbHiHUjbw/ZomxJIPmPoK5MAk08NS+2yMbiPsR+ZGF8w5I+XtStAjLgjipsYpK7TzblY2idhg9qXznh4kUsP7wqxQyqw5GaAuV2voQOGOfpVUO08vfBq41rE3VBTo4Ui+6KQ9B4GAB6UtFFMkKKKKAEJpM0GkNAxCaYxpT0pjdKYETmvSvhtNv8PTR5yY7lh9AQDXmjV3PwvuMNqdr3ykgH5ionsbUviPRR1pBnpQPbrSHNZHSL680opOnakyM0ALwRR9KM0UAH40A0ZOaWgAFFJn86WgAz2pO1LSfyoABjPNLSUelABS0lH0oAx/Ch/wCKS0jn/l0i/wDQRWxzWP4T58JaR/16R/8AoIrYoAUcUZ5pKAaAF7UE0hNB5oAWkoz70HrQAfjS0gpe9ABRnmkzziikA4GkoBzmj8aAFJApOxozR1oAXvRSUuaAI5ZFiiaRvuqMmueicyF5D1dixqe91i1vRLaWsyyOrbZMdqhiXaoFYVXrY6aCVmx8h4rHvHxmtSZsCsG/kOTzWVjoRHptp/aOrRRkZjjO9/oO1VPid4lXTtMOmWzgXFwvzYPKrW/oxh0nQLrV7pgilS5JP8I6fnXhWsanP4g1ye9kyTK3A/ujsK3S5YnNN8032RnwqIY2mbrnCjuTUDIQDITyasSMs+owW6D5Y2xn1OOatmxOVLnKD9TUXLsZ1naTXcojiUlj39K6zS9IRZlZeYIfusRzI/8AeHsKl0mzQ25VECRZ5YdWPp9K2lUKoAGAOABW1KnfVnJia3L7i3M3VVa5NrpyDJuZlUgHnaDk/wAq9MZ4tH0lGI4jQKB0ya4bRbb7V46tsjKwWjyZ9CWA5/AVqa3qX2+7Kxn9xGcL7n1qXD2lWz2RcKqo0E1uzPnnkurh5pSS7nJplFFdiVjzW7u7CiiigQUUUUwCiikzSAWikzS5oAKQnmlpv8dAAaSjvRQAw0w1IelMNMZAwrofAN2LbxYsWcC4iZPqeo/lWAwpdPuzp+s2d4DjypVY/TPP6VLWhcHaSPeRyetH40isGUMpyCMj6UVidgp6UCkPegUAGf504UhPpQPegBaB0o+lHWgApe3Wk4FJQAvag0nQ/WkBoAcD3JpDmiigAJpaTPbijPFAGP4U/wCRS0j/AK9I/wD0EVs1jeE/+RS0n/r0j/8AQRWxQAtHNFGfSgAOTRSEmg0ALSUUUAL+NFN7UuT3oAX8aOaOlH50AAo6/Sk4pTxg0AFGaM0mRigBTzVXU7g2ul3U2cFImIP4VZz6VyvjrUvs2kpaIfnuGwR/sjrTSuxSdlc4TTr+XT7tZ1+bswP8Qrt9P1myvkGyTZJ3jfg/h6156DS1U6SnqYUq8qenQ9GuZOvasK7VprlIAeZCFHtnvXOpql7Cu2K8cY7ON4/WorjxDc2ki3kkqMYRuChAAx7VzOhJO/Q7oYuElbqWPinryoLfw3ZPiOFA1wF9f4V/r+VeZed9lgZwQJGO2P3Pc/QfzNWLi5lv7ye8upC0kjGSVz3qrbRT6vqQWNRtA2qB0RBSbuy1GyHaVbF7gS4ICnNa9vby6jehUJEKDG4dPc04Rq866dZYYqMyOvQ+ufauitLRLOBYoxwO9OFNyd3sZ1q6pqy3JoYkijWNFAVRgAVJSClrtSPLbbd2FhJ9nF5cRt++usRbh2jXt+JzRR0GBRSUUipzcrX6BRRRVEBRRRSAKKSjNAAaTNITTSaBjs0ZpmaM0ASA0nQk03NKTkUAC9KWjoKKAGHoaaacelNNMCNqp3P3T9KuNVScZB+lIaPavCV+dS8MWNwTlxGEf6rxWznnkVwvwuujJol3ak8wz5A9mH/1q7rqaxaszti7q4dAaM8DFGPwoxSGLSdOlLj0pMZoABS5OaSgUAL1o9aOtB6UAAPFIOaPeigAzRmijHFAB3o7UZoOSKAMnwqMeEtI/wCvOI/+Oitesfwqc+E9H5/5c4v/AEEVsUAHFL0xTaOM96AAmjHHpSUo9qACj6dKKKAA0Ek0DvQKAFzRSdeaU8UAHWl7Cm8UueaAFzik/Cg0Z6UAIzBFLMQFAySe1eR6/qraxq0txn90p2RD/ZFdv401T7DpP2aJsTXPy8dQvc/0rzWtILqc9aX2QxUTSMvVc/Spe1NI5qzAjyNpJFYOvXHyRwKfmY5I9BW7cMFXnoOa44t9smeeaXYzk/lnjH4VlVdlY6cNG8rlYsJGFuoYhgV+UZOfWtLT7C6gj+w2uwzuf9ImxkRj0J9fap9KRLqZobGLEEZ2zTkc59B6mulhhjt4hHGu1R2rKnT5tXsdFauoaR3IbGwhsIPLiByTl3b7zn1NWqO9Orqskec227sKKTuaKAFooooEFFFJTAWkpM0hoGLSE0hNNJoAUmmk0UhNACE00tilpjUhjlkx1qcVQkfy13VfXpQAtFFJTENPSmntTj0pp7UARtVWfofpVl6ry96Q0dh8LZtuqahbk8PEr4+h/wDr16iK8e+HUvleL1ToJIHX+tewjtWU9zrp/CL16UYpQKX6VJY3Hp60uOKP5Uv0oAbg8UfzpTkHrSUAFGKOlJ9aAFHSkzijPNGKADNGKQe1L6UAFGaM+1FAGR4V/wCRS0c4/wCXOL/0EVr54rH8Lf8AIpaOP+nOL/0EVr5oAXNFJ060UAL1o6UUd8dqADPNFIcDnNHWgApehpBSnHegAozR3oyKACig8GjPT0oABSMVVGZiFVRkk9hS5BNc34y1YWGkm2Q/vrkbR7L3NCVxN2Vzh9f1Q6tq8twCfKX5Ih6KP8azKBS1ucTd3cSk96WmSttXHrTEZWsXJhsJmB+dhsQerHiuelsnnubewtjtkkHL4+4B95v8K19UdXurGJyPmnG0epwa0NJtNjS3Lr87/Kp9EH+J5rGS5pHVCXs6bZcsrOCwtI7a3TZGgx9T6n3qxRRWqOV6hS5pKKYBRSUUgHUU3Jpc0CDNJmgmmk0xik0hNNJppagBxNNJpCaaTQA7NJmm5ozSGOpjdKdnionbAoAhn5QgEfia0V6VkTh2RiGjUDnLGtVTwPpQDJBSUgNFMQhpppTSGgCJ6rS9DVl+lVpeh+lIZq+CJNnjTT/9osv/AI6a9ux0rw7wVz410wekjH/x017j0rOe51UvhFHvQKOaM+h5qDQdSdDSA8c0UABI60ZpDSCgB1JnmkPP0ozQAd8ikFBPpRQAv0oNAoOKADtxSde9HFKBQBj+Fh/xSWkf9ecX/oIrXx61keFh/wAUjpB/6c4v/QRWsOlAC0vPNJR7mgA60Z5xRmk6H1oACfajgUhpRQAue9GaSg9aAF60Z59qTNB+lAC5oyM0maXrQAjMqKWYgKBkn0FeS+ItVOravLOP9UvyRj/ZHf8AGuw8b6sbPTlsYmxLcfex1CDr+dedVpBdTnrS+yKKWkFLVmAE4GapySb2z2HSp534CDqagZVjQu7YUUDRiXcJm13Sxk7pJ9kYz0GDuNdQMDhQABwMVxBupZvGOl3MoxEJikSeigHn8TXahqlbs0m/dSHZopM0ZqjIWikozTAWjNMJozQA/NJmk3UhagBSaYTSFqYWoAcTTCaQtTS1IY7NJmmFqaXxQBJuo31XaXHSo/ONA7FsvxULNz1qMTE09cN1oAR/I2/vVDA9jV+MgopHTFVTDFsLMo2gc5qSxl821VsAdRj0oEy0KKQUGmIO9NNOppoAieqsvQ/SrT1Vm6Ee1IaNXwKN3jax9tx/8dNe3846V4p8Pl3eNbU/3UkP/jte1Z4rOe51U/hFo/SjOccUnNQaCjpRRSY96AA+mKbTsknik70AJ9aKDxTj04oATGeaO1FGPagABoHJ5o5pcetACcfhS0vFLQBi+Fh/xSWjj/pzi/8AQRWtnA5rI8LHHhHR/X7HF/6CK1qAHY5pKOnNGR6UAJR/OjHNHWgA+lA60megozQAoJGOKOvNNH3qdnNABmik/CjNACijcApycAckmkzzxWF4t1L7BoUuxsSz/ul/Hr+lCVxN2Vzgdf1H+1NanuAcxg7I/wDdFZtNFLmt9jibu7js0tNpJTiPjvxQIgLfOXPfpVeaPzEMlwdkS92OKslxGuVUM3b2qndRvKu6ZsjsvYUFI5SW6Eviq1KgrDCyiNfQf/Xru81xF9ZlbgXIGC/3R9K6y1nE1ukg/iGTSiXPpYt5pwOaiBp6mqMx+eKKTNJmgQMabuoaoyeaAJS9NLVGWFNZqQxzNTC9Rs4qMv70DJS9NaSoGkHrUbSe9A7EzS4qJpT61CZD600HJp2HYl35NADMeKRalXNDQEkURJq4luOOapq5XpUgunXsKCSzcWxaHYCeTUdpE0DSKehORVS41aSFSQgJPAGapWOsXM+rwxSqqxuCOvftSGoux0goNApaZAlNNOppoAifpVSbvVt+lVJu9A0b3w5UnxjGfSGQ/pXsozXkXwyi3+KJXx9y3Y/mRXrmTWU9zrp/CO+lHtSflmjqagsdmk7UmfajPtQAuaSjmjt1oAMUtHuaBz3oAOtB60CkzQAvOaXFICelKPakADH4UUvFJnrQBieFz/xSejj/AKc4v/QRWueBWR4W/wCRT0g/9OcX/oIrW/GmA7PrSUe9J0zQAvrSfhR9KXpQAmPSkwc0pBNHfigBBwaOPrS/WkxQAo6UH6803vQeuKAF3cV5147vvP1eO1U/LAmSP9o8/wAsV6ITjqK8b1O5N7qt1cH+ORj+GeKqC1MqztGxWFLSUVqco4VFJln68LxUg9ahySfc0AB2oMmoTGJMvIQsa8kk9BUrskXzSsD6L3NULyaSVf3g2RL0Qd/rQUkZU10t/qjwouI0T90CPzq3p85gka3bofmSqOnQb5muM/M0m8ewqa4jK6igTgqePpipRp5G2slTI2RWPb3gliDjB9R6GtO3beuaozasWgcilpFFOxTJGnpUTipsU0igCq+RULOatuuartHSKKzsaiLmrDxmoTGfSkNEZamk5p5jOelKIyDQhjRGWqVLdu2KUZHapFdh0FWDHJbnPzdKl8tQKjEr0oZj1NBI7ygaikTHAqypCqWPYZqqZOOepoAyNULK6gVQs3ZdRgfJ+Vwa0NSfdKB7U3R9Ku9TvwlnBJM6DewQZwB3NQ9zVbHXA0tNT7ozTqowA9KYafTaAIX6VUm71bbvVS46GhFI7D4Wxk6tqD/3YVH5tXqWa80+FS/v9Ub/AGUH6mvS/asZ/EdVP4QxQKTvS1JYHp6UZwKPak6UAO60nHWjrSdeaAFzkcUdAaSloAO2aXPekoz0oAXrSjp6Ug65xRmgBc+opabS89qQGJ4Wz/wiej/9ecX/AKCK1wOfWsjwtj/hEtHH/TnF/wCgitft34pgBopR6GgZoAAOKMc4oAxS9qAEI5pOnFOIB6U3NAARRQTxx1ozQAZpKOpxRigCpqk/2fSrufoUiYg/hXjSnjPevV/FknleGL4jjKBfzIrycVpA5626H0UgOKM1ZgDcJ9ahaQkbYzgf3qfKeVHtUZIFIZH5ag5PJ9TWbqUpeFkUHJFXppto69eKpuhfJPXGKCkJZReVEoPU46VXuZANaOThVGST7CroIWULkDHNZ1raXWt64bWzjLzXD7UHoO5PtSbLSuxvh/TNS1Oe4jsLSS4WNfMkKD7oretFIGCCCOCD1Br2Lwv4ctfDGjpZwANKfmmlxzI/r9PSuE8XJAvie68hVXhfM2j+PHP9KUXd2HUjaNzFFLSAU6tDAKaRTqKAIiKjZanIphFAFcpkUwxCrOKQikMq+UKPLqyVpNlA7lfy6XYBU+2kIphcg20YxUuKNmaAIJmITaO9QEcVPKMNmqlxcrCmTyT0oGinFp15q2qLZ2ULTTyHAUfzPoK908IeFIPC+k+TlZLuUZnlHc+g9hXG/COAS3WqXbLllVIwfTJJP8q9VHUfWsZPU6YLS54o42zSL6Ow/U0lT3yeXqV2npM/8zUFanI9wptOptMREw4qpcdDVx6p3PQ00NHb/Cr72qH/AK5/1r0jPtXm/wAK/vap/wAA/rXo+TmsJ7nZD4UO9+tGab35pc5NSULRmkPXrRQAvQ0Ck6nFFABn2pc0nApOvNADjmge9JRnHFADs/lS8U0UvpzQAvNAJFG7mgnHGaAMbwsP+KT0c/8ATnF/6CK1hWR4V/5FLR/+vOL/ANBFbHX2oAT9KWl60dqAAdM0vtR0pM0AFNPBpSaYevWgA7Zoo64pM0ALmlBpMmigDE8Y8+F7z6L/AOhCvKQa9e8RW5utAvolBZjEWAHXI5/pXj0TBsEVpA56y1Jc0gPNITiofMAbk96sxHSEeYcmoGcu21QT9KWcoJN0j7VqvLfBcx26BAer9zSGkOlAg+9hpSflXrioJXWOMDPJb89vU/maiZih3bv3mDgn+H3PvRa2d5rV9HZ6fA0jEBVAHQepPYUFJEKeffXSwW0bSTynaiqOSa9o8FeD4vDNl5s22TUJR+9kH8I/uijwj4LtfDkAll2Tag4+eXHCey/411XSs27nRGNhc9/5143fXBu9Subhs5klY/rxXsMzbYXOeik/pXi2eSfc06ZnXeiQtFFA61qc47FJS0UANppFPxSYoAjxSYqTFJigCPFFPIpCKBjCKaaeaYaAGGkZ9ik0tNeNnGBQMqMxdqoaghKD61s/Z9oyRVWW0lvrmCzt13SzuEUD1JoGtz0v4UWRtvCslwy4NzOWB9QOB/Wu5yAcelVtL0+LSdJtbCL7kEYT6nufzqzxXOzrWiPINZTZrl8v/Tdv51SzWn4iXb4ivx/01P8AIVmVutjiluwooopiImqpc/dNXWqncj5TQho7P4WH95qY9k/rXpNeafCwj7TqY/2U/ma9J4rGfxHZD4UO6d6B70mcgUE9uKkoDSjik470Z4oAXNICCKCfWk/SgBc880A570df8KQdKAFo78UDmlAx2oAUUuQab3pTQApoPUGk7UZ54oAyfCo/4pLSMf8APnF/6CK1z1rI8LZ/4RLRx/05xf8AoIrXHSgBaKQ9Mg0mTtoAUkjmm5oJ9qQcn3oAXvxSE0pOKbzmgBM0vX6UnNB45oAU9KB1pOfpR+FAB1znHPFeR+K9Ek8Pak0yRlrCdi0bjohPVT/SvXB161Dc20F5bSW9zCksTjDI4yCKadiZRUlZnhLX8ZBx1+tZ8t5ycMOuetd3r/woLyNNodyEB5+zzMcD6N/jXKN4A8URybDpbt7q6kfzq+Yx9nYpPJ9pjHzDcKgyc4A56YrrdI+GOtzuGvJIrKPv829vyFei6L4O0jR9siQie5H/AC2mAJ/AdBSckNU2ea6D4B1LWWWa5VrS1PJeQfMw9h/jXq2jaDp+gWvkWMIXP3pDyzn3NamOeKMdualu5tGKQnHpzSd/8aUj5aXFIZXuyRZznPSNv5GvGhXst6B9huf+uTfyNeMr0FaUznr9B3alpO1LWhgLmlptKKAFpDS0GgBtFBooAQ03tTjSGgCM9KjNSkcVGeKBiCnmRY0yaiZsVXmYt36UANuLgvk8gVs/DFlvvGm51GLe3d1/3sgZ/WucuCRE2K3/AISKy+MZsj/l0fP5ipnsbU1qe3mmn0604n0phrE6DyrxSNviW9x3cH9BWPmtzxeu3xNc+6qf0rEFbrY4p/EwopaKZIxqqXA4NXGFVp1yDQNHUfC1v+JhqS/9MlP616YeTXmHwv8A+QtqA/6YD/0KvT+tYz3OuHwigelHak6cUHgdDUlhnnGc0ZowKOnNAAT0paTJxRyT70AB4peKTNHWgBaXuRSZzS4/KgApab0FKM9aAHdBgDFGeM03INGTigDK8LceEtI5/wCXOL/0EVr1jeFsjwlpH/XnF/6CK2M+1AAT6UmeelITg5zR2zQA4fWk70gpc+vWgBM9u9BPY9aTPTmkzz70AL7nrRnjPWkzntR7UAGfWij6UY5oAPwpT+ApKKADHGf0pcU3PFOBFAC9KUY/Cm5xS/yoAdSmm596DQAvakx1ozyaM4oArXvFhc/9cm/ka8aXoK9k1FgNOum/6ZN/I144OgrSmc9foO7UUUuK0MBKUUuKKACg0lFACGg0YoxQA2ilxRigBhFMYcVNtoxQBUKE9qruDnpWnwKrTI0gKr3PWgaZntGXOMV6F8MtG8h7zU2HDgQocde5/pXL2OnSXd3DaxDMkrBR/jXsVhZw6bYQ2kAxHEu36+pqJvSxvSV3cteuKT270ZxSd81kbnmfjQY8Sy+8afyrAFdF44Ur4iDf3oVP865yto7HHU+JjqWkpcVRA01Xm6VZaq8w4oGjovhj/wAhnUB/0wH/AKFXp/vXmPwyGNY1E/8ATFf/AEKvTe1Yy3Oun8Iue9GfyoA9KTmpLDnijpR2OKTrQAv1oPBo4xQKAAnNH1pB160vWgA56UvvRmjr3oAPrS0nJFAPHNACnHajqKTIo457UAZfhYj/AIRLR/8Arzi/9BFapNY/hY/8UppHp9ji/wDQRWtnmgBR1ozzSZpMk0AOz70Gm5wcUZ5oAWjvSDg9aM8UAKaQ9KTJJ60meaAHA0pzjg03NGfU4oAXt7UcUnag/lQAvXoaP5UmaO1ADhjpS5xTc8UZyKAF70uabnI60dOlADs+lKSO1MBpc8+1AGb4huRbaBeSZwTGUH1PFeUAYFdl451IPJDp0Z4X95J9ewrjq1gtDlrO8rBTqQUtWZBilxRSZoAMUYozS0AJijFLRigBKKXFGKAEPSmE08imlTQBHyTTgdgJNOCU2QA4FAHX/D+2juLi7vWHzRYjQemeSa7zNeR6Jq1zoV00sHzxyYEkRPDD/GvT9M1O31azW5tmyDwynqp9DWU073Oqk1ayLuaB3pAaM4qDU4Hx9Ht1K0k/vRFfyP8A9euTrtfiAn7uxkx0Z1P5A1xQ7VtHY5KvxMcKdSDpS1RmNaq83Q1Yaq0/3TigEdR8MR/xMNTb0RB+pr0j6V518MP+PjVSfRB/OvRRjFYS3Oyn8KFpKM80Z55NIsM9eKTNGaCRmgBeRx1pOR9KM0nbmgBw5ozzjFAwaSgBeR1pSRTaUn6UALn06UhPNJ+NFADvrQO1J2oOMYoAyPCxx4T0j/rzi/8AQRWtnpWR4WOPCekZ/wCfOL/0EVrds0AL+P1pO340c0ZIoAOn1oz9aQ0c0ALk0maDSdaAFzzR34opOaAFFBNJ3xRn1oAWj2pOtFAC57UCkoBoAXJ9aXnvSZNFAC/hRnjNHXvijp7UAL9OtNZwiM7kAKMml71leJbn7H4cv5iwULEQT6Z4oA83v7tr7ULi5bOZXLD2HaoCM1nQ6oLmPfawtImcK7fKG+majuNTuYwFEMauxCgF8/MTgD86t1YLqc6w9WWqRqinYq3b+E9TljR57vYxAOxVxj2NWf8AhCrkgf6Y313Gs3iYroarBTe7Rl4oxWwngq5B5v5R9OakHgqcnnVZgPZF/wAKX1qPYPqU+6MPFLg+ldHD4KgVibi/u5R/cDBR+YFaMXhnR4hg2Sye8rM38zR9aj2GsDPqziSVX7zAfU03zoh/y1T/AL6Feiw6Tp0I/d2Nuv8A2zB/nVgWluOlvCPpGP8ACpeL7IpYH+8eZefEf+Wi/nSefETgSp/30K9Q8iLGPJj/AO+BUbWtuetvCfrGKPrT7D+or+Y83HIyCCPaiu9l0XTLhvnsIGb2TB/Ss250PQLbLzbYMdd9yVA/AmmsUnuiHgmtmcpUb/e5Xnsav3t34VtA3/EzDEdklLfriuU1PxXpEJxZLcSt7vxWyrJ9DOWGkuqNd2NbHhTWzpmtRxSE+RckRv7Hsa84/wCExy3zWTAY52yA/wA63NAvk8Q6pa29oknniRGZCv3RnkntVOSaIUJRdz3+jPFJ+NIDmsjpOY8doX0eCTH3Jhk/UGuBFej+MU3+HJz/AHGRv1rzha1hsctb4h9FFFWZEbdKrTn5asOeKqXBwKBo7H4X/e1U/wC0g/nXoeea89+GH+r1M/7afyNeg84rCW52Q+FC55oI4pM4FAPv+FIoM0DjmkPUmlHNAB3pfxoPSkoAM4opPrTsLigBO3ajPPFHFKR3oAO9B6UnGM0vuKADtz0pevakxQM5oAyPC/8AyKekf9ecX/oIrWrJ8LceFNJ9fskX/oIrV5zQAuOvrRg0dT1pM8UAL+NJnmkz7UZGOlAB3oyRRRmgA5pO2aTHvml7cigBc0daTt70fhQAHnijjFHPHNB6/WgAPTijjFFHNABml98UmfejjA7UALnijNJR9KAHA5qC8tYL6ymtblBJBKhR1PQg1LTJG2xO3opNAHHaf4dsYITGsQKrwuewFRXfhSzlu4JGRSiSBypGelbNu+2Me/NPZssTXA9z0ehKnQYGBUoNQI1S7uKQiQUUwPnpVW+1Ww0yMyX99b2qDvNIF/TrQBc70VxGofFPw1Z5FvJcXzj/AJ4R4X/vpsVy1/8AGO/feun6Tawg/de4cyMPwGBVqEmS5xR7COTgcmmzXMFpEZLqeKBB/FK4QfmTXz1qHj/xRqSssmsTQo38FqBEP05/WucmlluGLTyyTMerSMWJ+pNaRovqZusuh9B6l8RvC2mhg2pfaHH8FrGZCfx6frXH6n8ZS25dJ0nj+GS6kz/46v8AjXlPbFHStFSiQ6rZ0t7488Q6sSl1qMkcZ58uD90v045NYNzO8z7mdmbuWYkn86gxzTiMirSS2M3JsaST1JNJRRVEhXq3wQuY11PVbY43vEjqcc4BIP8AMV5TXSeBdfHhvxZa30n+obMM4/2G7/gcGgD6cJ9aO3WmLIrorqQVYZBHcU760CMrxOu7w5ej/Yz+orzEV6h4i58PXwxx5Rry8VpDY5q26HUlLmkrQxI3qldH5TVxzVC5b5TQNHcfC/8A1Op+7p/I16CeOK4L4YJjTtQk/vTqPyWu8zyc1jLc7IfCg70fhQee1ANSULijPpSde1GT+VABnnvS/WkzQOvWgBT60dOaQnjJozzigBfejikooAd9KARnp1pAaCeKAF5oJpOTS5HrQBjeGOfCmk/9ecX/AKCK1gayPDBP/CK6Tx/y6Rf+gitb2oAXNGaSjqOtAC549qT8KOAOtIOlADuKQ96QcmjNAAODQSaOh60e9AB296BSbuaOtAC8/wD16KQdetGfegBc0maQ59KX2NAgNGSeM0Hmk56UAKOhpM0vTg0lADs8YrF8SamdMsrdRjddXCW49t2c/wAq2PpXlfxa8RW9vNYabFKftVvILlwB93j5efzpPYpbnWxzAKO3HSi4v7azi827uIreP+9K4UfrXit/8Q9cuk8u3eO0TGMxDLn/AIEa5ae4lupTLcyyTSdd8jlj+tc3snc6XXR7hffEzw1Y5WO6mu5MZC20ZIP/AAI4FcpqfxdvrlTHplmlkM/62bErEew6D9a82zzQvWtY0kjOVVs6G/8AGviG/bbNrN1gj7sTeWD/AN84rEd2lkMjsXc9WY5J/E1Cf9ao/wBnNP7VaikRzMXmkNANFMkKOaKXj1oGJQc0vyjqc0M6gnAwPc0ANp4OVqBpR2/Sm+cwHCnHqaBE2QKTdUJeR/SggnqxpgTk4HPFN8xQfvVCUoC0AfUXgC9k1DwLpFxIwZjCELZ67Tj+ldL0ryX4J6552m3miSvlrdvNhBP8B6j8D/OvWKBGd4g/5F+//wCuJry9elen+ID/AMU9f47QmvL1PFaQOatuh1NNOpprQxIpKz7o8VfkrOuW4oKR6Z8OIfL8MtIR/rJ2P5YFdeOvHWuf8FwG38JWI6FlLn8Sa3/p1rB7nZHYdkjikJNJ1FGeKQx3Paikz+BpAc0AO49aM8U3A+tKDmgBfSlzzmkpM0ALR+lG4ZoOPXNABzilHWkGOeaM5FADs4pKTtzRnsKAMjwx/wAirpP/AF5xf+gitXPNZXhn/kVNJ9fscX/oIrVzxQAvb3pDzSZ5znil/GgAo/KjHNHHSgA9B2o74oPSk9KAD6UfjQeaTIoAU0UZpM9qAFpMe9FKCBQAnU80uaOSOKBigBO1J1yKd70e1ACYoPWlzik7UAFfPvxPimv/AIkT2tqnmTOsMSLnGWIr6COTXgHiDV49M+MVxqVwN0VvchXA5O3bjI9xnNJ7AjL13wDf6HpZu3voZWjAMsYiZMDPVWPDY7jg965LB7ivWPFni7S59Hu7a2vI74TIVx/CcjCYHbGSxPrivLSFHAFQimQ05aCRTd47VoIU8zj2Wn8Coc/Pn2pDIzHgfnQBPuFIW464+tQFh/E34LSB+flUYoAnD5HClvoOKPnPTYPqc0zLt94k0baAHENjG/8AKm7c9ST9TR+NJmgBSAKaeRSkk0lIBvzE5Jp2aSkNMBSaN1MNITQB03gbWjoXjCwuy2Ii/lS8/wADcH+hr6h6jjpXxwJCOnXtX1N4J1weIfCOn355lMYjl/314NAmaOufNoN+P+mLV5cvT8K9U1cFtHvR/wBMW/lXlcf3R9K0gc1bdD6Y1PqNq0MSGQjFZtz83A6mtGXpVW1hNzqtrABnfMq/rQXFantOmQfZtJtIBwEhQY/CrnPYZpoAHA6Dilz29a5zrFznpRnim9OKM8daAH5496MU0UZ4oGKCaX1puaN1ADuaM802jn1oAcTxmgkcU3PNL3oEKPSjoeaTP1xRz25oGO7UfzpucUo9aAMnwzj/AIRXSf8Ar0i/9BFao5FZXhkf8UrpP/XnF/6CK1M/hQAtH580go57UAL0GKDxSZo5oAX8aOg6UhPNJnNAC/nRScZxR0oAU44opvSlJwOlACg0d6TORR3oAdnvgUZGKb1ozQAuetBIpCcUZ4oAUnIoJ4pM+9JQApr5l8dSCTxxrDjp9pYflgV9MSSJEjSOwVEG5iewFfKuu3K3+s3t0rZWW4kkB9QWOP0pMEZpbB4pjFj2/WlJphakhh83amkE9Sfzpd1G7NMBQdoJPakU7h1xSPlkxUeKYFgJH3NPATtiqmDSgGgC3immq/PvSjNAEtJTNpo2mgB4NIWxSDgU09aAF3UbqZRQApNNJoHPcD60hoAXNe6/BDVVn0C+0wkeZbT+Yo/2WH+IrwcmvQPg7ey2/juK3RiEuIXV19cDNIGfQOpjOlXf/XF/5V5TH90fSvVtQGdOugf+eTfyNeVJ90fStYHNW6DqjapKjatDAryn5ateFIRceLrFSOFcufwFVJjxWz4Ah83xNJJjPlQMfzIFTLY0p7nqGaXtzSc0e1YnUOPBoHSm9uaXqBQAu7mkNFJmgBx5o7U3ODxRnHvQA7NGecCkzikzQA7oeaXv1pvfmigB1J0oPaj2oAX60ZzSdqAaAMvwyc+FtJ/69Iv/AEEVqd+lZXhoj/hFtK9rOL/0EVqZPXpQMXOKKT2xSd6AFyRS5+tNPXrS/XpQAGgUmetJnkUCHUdqTPNIKAHZAxQfU004ozQAu7mjp1pOvTijkDFACg0Z5pARRzmgBf1o603vigZzxQA4HjignBpO9FAHB/FjV7rTvCyW9qSpvJPKkcdkxkj8a8Fk4FfTninQoPEWgXFhKPmK74m7q46GvmOdWR3RhhlJUj3FJjRXaoj1qQmoz1pDExQKXOKTcKYC7sU15dvbNJuFL1oAZ9oPZaUTn+5TwBTwuaAIfPb+5R5z9kqfb7Uu09sfnTAh3zkfdxRmXuKlIb1H503Y57j86AGhm70HmnbcDmmE80AFJSZpCTQAtIaaxNANAC1q+GdUk0bxJp9/G5Typ1LH/Zzgj8qycilU+nWkwPr+9YPptwy/dMLEflXlafdH0ruPD+otqfgCzvGILPY/MfUhSD/KuHT7o+grWmc1boPqN6kqN60MCpOcCun+HEf+n6hLjpGq/rXLzniuz+HMWLO/mxw0qqD9B/8AXqJ7G1Lc7jOee9IKSjmsjoHZoB9qbnnpTu+KYBR7CkoBpALSn2po5GKdkYoAMYoz+VN79aXigBfbFHHWjv8ASkzQA7NITjpRRmgBfxozikzijPOKAMrwz/yK2lf9ekX/AKCK1Rz1rJ8Nf8itpP8A16Rf+gitX9KBgTS9BTSPQ0ZoELRSAjpRnH1oAXmkwcUmTml96AF4AozxTe/tS8ntQAUvpmm55/rS5oAUYozjpSe+aTP60AOJpPakozzQA7p9aT2pKM/nQA7pzSevNJnOaKAFAyQK+V9ciEWu6jGowq3MgA/4Ea+pwcYHvXy74nZR4n1XaePtUmP++jSY0YZpp6UOcGmFqQxSM0m00BqN9MA8pj0o8sjuKPMNIZDQA7FH40zcaMmgCTP+0aOv8ZqPmkpgS/8AAz+VG3jg5qLmlBIoAeWIGKZuzS9aaRjpQAhpKWkoAKQ9aUnFNJoATNAPNIaBSA+jfh5cCT4TxHIJjimQ+2Caw0+6PpUfwxvgPhnq8Rb/AFM7AD/fAqReBWsNjmr7odUUhqU9KhfrWhgUbg8V6N4Dh8vw0jn/AJayu39P6V5vcn5TXq/hiDyPDVgnT90G/Pmomb0tzYz0xQelJn5evFGenHFZm4vtRk4pM9qMikAtH0pDS55oAXPNFHTrSZ56UAKRzR39qPrScZ70AKMmlHI9KT0NHbrQAuaDSd8daDQAtFNzS7uaAMvw1/yK+lEf8+kX/oIrU7VleG8f8IvpWf8An0i/9BFaZNADgRjrScetAPGaTmgBe+BSfzozSZPtTAUY59aAcmlznmkPt1pALyaTPpRSdTQAoNGeKTNL0OB0pgGaD0zmj1pO4oAO9HHWjrQQMUABpc0hyRSenIoAXPpRn0FFHOKAGu3lxu56KC35V8p6hP8AadQup+vmSs/5kmvpbxRefYPC+p3W7BS3fB9yMD+dfL7GpY0QSHDVGTxUknJzURpDDOaKTFPC5pgRkc0YqTbS4FADAOKWn8UhoAbRS03NAC0UlFMBc0hPNFIetABQelJmigBDTT0pxpKAGGlFBopMD0X4dXrpomsWODtmmhbPbgHj9BXXKOK434fxEaZcyn7rz4B+g/8Ar12g4FbQ2OOq7yEIqJwKlPNQuDmrMypOgZSOM4r17T08vTraMdFhQfpXj8yNhiOuK9htSDaQn/pmv8hWczopdSc0vbFNHApc4qDYX2o4B5pCRn0pDyKAHg+tJn8aQZFJ0oAfmk5NJznFKDSAXrR/Kkzmkz2oAdS9OabkelGaYDiaQGjINApABwfrSjpmkz7Ud+lAGX4b/wCRY0r/AK9Iv/QRWoenIrL8Nn/il9K/69Iv/QRWn1oAXj6UlFHUUwD60UZ7UCgBaTNBopAHej1o7UZxj0pgFGeelJn1o96AFz3pKO9HvmgBe3vR/nij8aSgAo4zj0oNJ6mgBSe1H40meeaU80AcJ8WtQ+x+C3gB+a6mWLHqOp/lXgTdTXq/xqvs3Wl2CtwiPMw9zwP615KxqWNDJKixT2NMyKQxR1p27ApmRSmmAb6TdShRS4oAbRS0hoAKKKM0AFFJkUZpgLmkozRmgBBRRRQAhpKU000AJRTc5NOpAdV4LOoalqtvokN7Jb2rlpXaMDcABk4J9a9pg8JaNHCFe1eY4+9PMzsfzNeY/CKxM+u3t4R8sEGwH3c/4Cvad2F5rkrTalZM7KFKNuZo5u88L6MifurGOM46qTWHcaEIhiCWRVHT94eK6+8l38YwBWTOcvjtWanJdTd04PdGFa6JeXd/BbRXQBdwG8xc/L35HtXraKERUHRVAH4VxOiAf27an0J/ka7kf5zXbSk5RuzgrQjGfuoQnPel+lHWge1aGIUmDS9/rRQAA4pc0nfPakJoAWjignAooAOuKOQaB70Z9KAF/GjpQaTp1oAd6Zo980maM0gFU96M9aM/lSZPYUwMvw3/AMixpX/XpF/6CK1KyvDR/wCKX0r/AK9I/wD0EVqjApAGBS9etJ05ooAXNFFJk/SgBaO9IaO/FAAe1L2HSkx60maAHDpwKTtxRmkJ4oAUfnRnmkzRkUALnijpTc5PFO6UAGeKD0pM0dCKADPHrRmikLBQWJ4AyaAPnn4oX/23x1egNlLdUhH1A5/U1xJOa0tdvDfa5f3JOTNcO2fbcazDUlDTURODUp6VCw5oAcp5qTtUSipe1MAozRRQAmaQmikNABmkzSZpM0AOopuaXJoACcUZpCaTNMB2aM0lFACk009KWigBnQ0uaDV7Q9Futf1eDT7VcmRvnb+4vdj7AVLdkNJt2R6/8LtONj4WW5ZSJb2Qy/8AAR8q/wBfzrumfC81BYWEVjaQ28KbIokCIo7ACpZlxXnTd5XPUgrRSMy7m7D1rLmlO/rV65HB+tZUx+ehFM2fDambW0YZxGjOT+ldvxXMeDoQILmf+JmCD6AZrp+OtehSVoo8us7zYc/jR0HWkBzmlzWhkLmg80lGeOKAFYcUlGcijqKAFyDSUcYoNAB2oo4pR0NABk0UHnigdKAAA80fpQvFBPrSAXtRige1BNAEHhaxiPhPSPmbP2SL/wBBFa/2CI/xtms7ws2PCmk4/wCfSL/0EVsB653N3N1FWIP7OTtI1INN/wCmn6VaDc04MDRzsXIin/Z3/TT9KQ6ae0n6VfBBpafOw5EZx05+0i/lUbWEoIxtP0NapxSZX15o9oxcqMhrWYDmM/UVAQynBUj8K3CyjvTS0eOcEe4qlVDkMXGRSZ9K1HgtX6gKfUcVA1jGf9XMP+BVSqIlwZSyMc0E/jVv+zpR/Eh980n9nyf3lp86Fysq5Haj61bFge8g/AU7+z/ST9KPaRDlZS6nrR61oR2EanLkt7VbWOMDARcemKl1ENQZh8jms3xHfDTvDeo3jNjyrdyD74wK6xrSB+qAfSvOfjI66Z4EkSJzm6nSHB9Op/lTU0wcWj5xYljk8k8k0hpxppNMQw0wjJp5ptAABTqbTgM0wCkNOIxTSRQA0nmkNLmkJoASkozRmgApeKbmjNACnFJxSE0UwFpRSUUAOwKaxwKKYzUAKMkgKCSTwB1Ne/8AgHwhH4c0cSzqDqNyoedv7g7IPp3968x+GWhDWPFC3EyBrexHnMD0L/wD8+fwr31RgVyV5fZOvDwsuYcMBaqznOat4yKqTDDVynWjIufumsmUc5rVuTyV96zbnClRWkQZ1vhMY0hyByZT/IVvDpWD4UP/ABKG/wCurf0rcr0IfCjyqnxMXJ78UvXFN+ppc8ccVRIvejIpOo+lJQIdSZGaBknAyT7CpltZGGWBFS2luNJsiBoz6A1aFoB2b86X7NGOob86n2iK5GVeKTOOcmrn2eHp8w/GkNpGejnj1FHtEHIypnvilB4zV+Oygz8zsf0qdbW3HRFP15pOokHIzKHOMUoSRsbUb8q2ljUdFUfhTsY6UvaD5DE8uQDlG/Kk2t6H8q3MUUvaD5DH8LRqfCekHH/LnF/6CK1/LXsBWF4VnI8K6SD2tIv/AEEVuLIp+tZvctbDio9BRgelKDS7vakA2kxz1px20hIoAbyetJj3p5oxQMZgGo2UE+tSlSRTSpA6GgCEx+1Rsvp2qc9TkGlKqeopDKmXXoxpwndeMg/WrGxf7gyadtXH3BQIgF0D94VKsyMOCRT9iAfdH5UAKOij8qYACD0Ip1AxjjFGeOlMBe1eTfHyXb4Y0tB1e7J/JDXrPFeKftA3OI9DtQeCZZCPyAqo7ky2PDi2KZvpxGaYVrYyDfSbqQrTcYNAEq8nnpT2kVB1qt5h7GoixPWmBYM26k3E0kSfKGPenkYoAbk0lLQaAEpKWkoAM0ZFFJigBc5opOlGaAFzRmm5oNMBxJxTM0E1o+HtO/tfxBY2J+5LKA/+6OT+gqWxrc9s+Guif2N4UheVNtzdnz5M9QD90flz+NdmrVVj2RQDbwoHAHpTILvzJSo7GvPlJydz1Ix5Y2NQDIqldHZkmrqnC5NZWoSHBweKkaMuZtx3VlSFmlYt61quuUJyBgdzWY3LE1cQZ23gy3efSpSGAVZj/IV0o08ZwZD+ArB8A/Npt0M9Jh/KutMZ7GunnaVjz5QXMyoLGIddxP1pwtYBzsyfrVnYRSGJjS5mLlRCLeAf8shSrbwH/lkKf5belGxuwpXY7IVUiX7qAfSn/JnGKj2uO1OCt6UXYWJNqmk8pTzTcNmlGaQxDAKYYO4qbLdKilufKIGxnJ7KOlArkZhYHjNINynvVsFWGc0FQeKLDuVd59akEppzRKTmkEQzyaAFEopDPGB1pDEKjMKnmgDG8L20h8LaSdwANpF/6CK2UhZT96qPhb/kU9Ix/wA+cX/oIrX6im9wWw0Ky96U7iaWikAg46ijH0p2DSc0ABpKXtR+FACUvOetKKTp6UCDBIpCuD0p3NFAxgA6ml2jrmlz7cUuAeaAI9rc9KMY9qkwRS5oAi68dqPT2qXA9KaVpAM5z16V8+fHi887xZY2uR+4tATj/aYn+lfQuCO9fMPxjuRcfEe9UYxDFHF+Qz/Wrp7kz2OBJApjSClfmmFM1uZCGQY61G0macYT/eFMMLAdaAGZ5pUQSSAdu9IVNIGKMCKYF/AAAFRtTyeKjNACUhooNABSUUhoAWim5ozQAppKDSUALQaSg0AITXW/DW3e48XIy9I4JGb24x/WuQJ969T+EGnDZqOosOWIgQ+w+Zv6VnVdoM0oq80eh3Vy1raEueFFZfhC9e/vtUc5KJLGFPbO3nFO8WXAg04gH5jVH4bpcJYX880UkdvLcAwM6434XDEeozxmuOMdLnpOWtjv5HAi61jXkmGx2NXprhNpUmsO9vEaTaDnFKwIZOokiIPT0qiflFXXyIN2eorNaUHNVEGd98P/AJrS956Sr/KuxC45B/WuK+HPzQ6ge25f5Gu52e9anFP4mM5Hc0u44zTgpoIwKCRN5pA+aCuaTBHXmgBd3fNH1NICO/FKDz9KLgL3zRnjFJS9s+lAC8d6MA0mQaX6UAJtFJjmndaUfhQAz5h34ozTz9KTjvSAaMHoaXg0YBPHSjbTAyfCx/4pPSP+vOL/ANBFa2cVj+Fv+RT0j/rzi/8AQRWtkgU3uC2HjBoBpuaKQDvWlFMzxSgnFADqKbSFvWgB5FJSZozzQAtLkg4pM8UZzQIUE0Z4pKMjFAxc0uR0poPNLx0oAXA9aTB9aTg00L82QT+dAD8818jfEG6N54/1uZsf8fTIMei8f0r64JA5/GvjHXZzc69qM5/5aXMrD8WNaU9yJmcSKY0uOi0ppuBWpmRtO3ZTUZlkb1qxxSE8dKAKxZz1pOe9Tk1GRzTAufwj6Uw04/dFMNACUhpaQ0AFNPWnU09aACiikoAKKQ0UALSE4FFNPWgBvOa9w+HSLaeFbQHhpN0h98n/AAFeIHoa9q8MjboFgMkEQKRwRkVhX+Gx1YVXkyPxxfkRzKpJKqSAO5xwK9ESyOj+G9A01/vwWKqw/wBrgn9TXm9rYJ4m8dafphO+FpxJIP8AYT5m/kB+Neu+J9r6hAo/giP4ZNZbRsbN3q6HJ6hMYwSPTNcu0zvMW3Hk5ro9YG2M/SuVtWa4nlCj5UfAPtUo1NS5upPKRM9sVSLbVJJpb2UKVGfaoW+Z0T1G41SQmz1b4cQCPw/LcH7005/IDFdjmsDwbALbwtZJjBYFz+Jre4xVHHLVsM0uaQ4wOaTvQId24o96SjvQAYHfFGBnFHelxkUAN2e5o24707FGaBDcEUfSnZzRQA0E9aN2Kdj0oxigYZzTSOetGO+aXrSAYeKA5pWUk9qTB44oAyPC3PhTSPazi/8AQRWtz/8AXr4ti8ZeKIIUih8SaxHEihVRL6UBQOgADcCn/wDCb+Lf+ho1v/wYS/8AxVaum2yFPQ+z8mlz+NfF/wDwm/iz/oaNa/8ABhL/APFUn/Cb+LP+ho1r/wAD5f8A4ql7Nj5z7Q4pc+hr4v8A+E38Wf8AQ0a1/wCDCX/4qk/4TfxZ/wBDRrX/AIHy/wDxVHs2HOfaIozz0r4v/wCE38Wf9DRrX/gwl/8AiqP+E38Wf9DRrX/gwl/+Ko9mxc59o+1H418Xf8Jv4t/6GjW//BhL/wDFUf8ACb+LP+ho1r/wYS//ABVHs2HOfaWaTg+1fF3/AAm/iz/oaNa/8GEv/wAVR/wm/i3/AKGjW/8AwYS//FUezYc59onikz9K+L/+E38W/wDQ0a3/AODCX/4qj/hN/Fn/AENGtf8Agwl/+Ko9mw5z7R789qMH1r4u/wCE38Wf9DRrX/gwl/8AiqP+E38W/wDQ0a3/AODCX/4qj2bDnPtH2oz2r4u/4Tfxb/0NGt/+DCX/AOKo/wCE38W/9DRrf/gwl/8Aiqfs2HOfZl3J5VlPJnG2Nj+QNfFkzF5XZjksxJP1NSv408VSIyP4m1lkYEMrX8pBB6g/NVVSWiQk5O0VUY2Jk7jTTadTTVkhTTilpp6UAISKYadimmmBa/hFMNOU5jWmmgBKQ0tIaACmnrTqaetABSUtJQAhooNFAAaYTk040zvQBPaw/ab23tx/y1kVPzOK+hNfvLew0pEBVVgi2x9gqgY/LivnZXaN1dDhlIIPoa1tX8TatrsgN/dFwABtUBVOPUDrWU4cxvSqKnc9h+Cax6n4r1rVSQfs8KwxD2c5J/HFd7rs6vrE5zwmF/IVwPwM8M6jp63XiW7YwWE8JSJCf9bz97HoO1beo34Es0skgzIzMPxrGouiNqGrbZnare5Z8HgAk/hWZoS408yv/F8351U1O5zbTYOS+EH41ehkWOySMYHHapSOgrzqJbrn7q802IGXUxEvJYKg+poV2muvLRS7s+wBRkk16d4Q8GLprDUtQjDXrcoh5Ef/ANerM5ysdbZ24tbOC3RcCKNUH4Cp+ccE0o96M460jmEGe+c0uaN47jNG7IPrTEGT2pckdqamW6oR9adyKAFycYo3YpM496TOKAHFqN2aTNIOvWgB2fzo5xim5pc8ZoAWl7U3NGTQA4mk7UmaUdKQAMUcHikz+NNeUIcbGPuBQB8I0UUV1GAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWivEKf7grOrQQ/uUH+yKAEPSm0402gApp6U6mnpQAhpppxpppgTp/qxSNRGRsobpQA2kNLSGgBKKKKACkpaSgBDRQaM0ANNNPWnE03HNABSjg5pKfFG8sixopLuQoA7k8Uhn1Fp7nTPh1oWnB8ObONnHTAIz/WuE1O4a4uyBkheK1tX1l1toYyu0pAke0dtqgVz6zDY8x++eFFcsldnoU1yxsZd1KZLpUGdsfX3NbulWt3rdxHaWcLPJjnHQe59K0PDPgu61+dZJFMFkDl5mHLey+texaTpFjoloLawt1jQdT/ABMfUnvQTOrbRGR4X8FWXh9VnkP2i+x80p6Ke+0f1rqM+gpNwo3DpTOcdnNJSAjtS/jQAmB6UuBRxR1FAAeaaSwxxmlyAKXPFADfxpfypfxpMdKQC4Hek3qGC7hu9KMUhRQ24KN3rjmgB5IxTc0vb0o46mmAEZ7UnbvS/SjPbNAB1+tHPoKTrnrSngUAJjPtQKaSAO9G9QMnP5UAfCVFFFdJgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVfX/AFSf7o/lVCtaKNDAhK/wj+VAFc0lWTEn92k8pP7tAFemnpVryk/u0hiTH3aAKhppq2Yk/u00xJ/dpgMhPBpW6VNFEmG+WlaJP7tAFakNWfKT+7SGJP7tAFairHlJ/do8pP7tAFek71Z8pP7tHlJ/doAqmkq0Yk/u03yk/u0AVaKs+Un92k8pP7tAFetvwpFJL4o0yOGEzStONiDuecf4/hWb5SZ+7XdfCaCJviRpGUBw7kfXaamWw47ncxeDNb1G5/eRMsh53MPlFdZo3wzsrSRJ9SuWu5Bz5S/LH/ia7xh8tNHUVzNnU5tgiJFGscaqiKMKqjgU4MSppOn5049KRIZ9+lGTTTR3NAEgJ6cUhOOetNycUooAcGo3d6Q00dRQA/dRuz9aTvQelMQ/cMUme9NHSlPegB2RQG+lMBOKQUASZ96XOegqOnDoaAHd+KQ9cmmZOad3oEKKCT60gJ55pw+7QAnzAe1GaUU2gD//2Q==", "path": "030072.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030073
Women Tops & Tunics
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", "path": "030073.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030074
Women Tops & Tunics
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", "path": "030074.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030075
Women Tops & Tunics
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KTXUatgDvU194fuNV8TW813KjaPAA32br5zjoG9geaz9LvI1nBZsKASe9b0WpXPmRC5to7aKVS6hn3OB23dgT6dq0i7Gc029Dl/F2jwzec6YGMshXpkcFRXks43M0RH7xODn26fpXpvjbxREjLaRMd24Dev8ACPX615tqO5LhZ8cP8rEdj61tTMK690zEYi4GfunoPT2qZ8xTB1+o/Co5ABM5B461LBIJ4ihID43D6963scRmXsXk3RZR+7kGcemat20wa3JbrgD+lOuoxPYBwOYjtas+2kwhU+lNCLjtwy9QSDTrYA7Oc8kfWoXOEY56CpbPKyoMD1FKRUT6a+HNubbwVZBurZb9a6qsXwjEYvCmnKevkg/nW3ivjcQ+arJ+bOmOw3vTs0YpMYrIYuaM0nWjFFmAoNLTRRRYB1FNooAdSUYNLQAlLRSY5oAWkpaMUAJQaXFGKQDaKU8UmaTAKKXrSEc0IBaWkoqgCiikouAtFFLQAUhpaDRcBKUUlJuxTuAppabnPNLmi4BRRRSAKUdKSkoAdRTaUUALiuD8SanFZ66bG4BQTKGR88N7H0ru689+Kem+bp1tfhchG8qXA/hb/wCvXbgJ8tW3cE7O5T0vwzpCyyzLp8WZfvMV5P8AhWlHokVrbLZ2AEMG4tychc+g/pWf4Qu7seG4P7QLGXewjLjBMY4Un1roElDHp+Ve413Oi73J7WFLW1jgT7qjr6n1qTcc1GJFx1pVbmgm4524NU5BuyKtP0qIqM1LGmU3iI5qrJGa1GXiq0qcUrF8xmmPFVJuAa0ZAKzrg4BxSKTM2dwoPPNZU1yVbrVu8cgNWBdT4OaZRvafcsum6veITutLdWA9y4BrNt/EHiLxBO8YlQIpIBEfIFZ2l3kkk9xYLJsW+hMB56nqv6iul8JWht4X3jbICQwPbFaaGd2nc5LXdPvLdM3GWKt1Yfez15rIEi3mnGIHdtHf2/wrtPHeoJDatbhVLzZAbdjaB1P4jivN7S7MVwxUcsenbP8A9et6exy15XYBi6ncAGB2kZqFpWt50YdV+b8O9WJVAuGcA7GwwzVW5OWRvqprY5DRh2l7mAYKSxll+vWueYlJCBWtaPua3kPJRtjfTtWZep5d7Kvo1NEstf6yHap+YilSUxTRMMgrgY9ajsiJJBWncwfuSzJuwMgd/wAKllI+mPh/qi6r4NsZQwLxL5TgdiK6gV4V8F/Ehtrl9KmceTcvhc/wyAcfgRXuor5PHUnRryXR6nRB3QU2nU2uRMsUDNOxTQaXNO4gAoIoBoJouAmKKM0VLGFLmkooAXNJmiiquAmaXNFFK4C0UZoJouAhpKWigBRSd6KKACiiigAoopaAEopabQAuaM0lGKADrRijpS5oAAMUUUUAJmjNAooGGaM0hpaAAUtJSZoAfWbrmnrqui3dkwyZIyF+var+aWmpOLTQjzS6l+zIu5tgVQOfYVBFLdXS7rZJWxjlRVnxZbh9TubZGw+BIg9j/wDXrcsr2Oy0i1ighHmrEokJGApx3r6qk1Uipdzs9paC5VdnLtq+pWjAOpcejDmtrRNSk1BpA8LoUxncOKjlWa9nLSOTnuR29q17O2W3iCqPx9aclYKj0J2AxUVSsOlRkYqGjEY/Sq0nvVmQ4FU5X6ilcpFWbAWsq6YAGtC4lAWsa6lGDkipNImLqEuM1zN7N15ra1CXLHmuaumLsQDVwRMmJaZe6XBPBzkV3kcuqRD7RaGGfzAPMilypJ9Qw71x+j2rPKDjNdTe3RtdPKx/6xgFUe54zVC6HFeKr25u74/aViTY2wLE5YZ7898VzgiLygDqM1o6u2NSEAOUjGz8eufzqtko4fvnmuhaHHP3mIr+ZGuQQR8p+tVpQSNrdyQauXa7U3oPlk547GoZF8y2ZwCSBWiZjJWE03P71e6gEe9UtU/4/wCQ9iav6bzcze6f/XrP1Jt10xqkQ9gsJNs4A/iNdUVWSzyDhgMj2NcdCxVw3pzXTW10WtyQc4HzUPcI7Frw8xt9WV42ZJQ4aMr2cGvqHSL9dT0q2vF/5aoGI9D3/WvlOzuja3sVwp5Vg35GvoL4d6rHc213ZRurpE/mxsp7NyR7YJrxc2pc0FNdDemzt80hpTSV88aiClzSUUXGKDRSClouAUUUUAGaKSigBaKM0ZouITJozSkikOKVwDt1pRim0o4pgOzRmm5ozTuA7NFNzSg0wDJozS8UcUXAKTdQTSYouAuc0UUUXAOlLSGkouA6im0UXAdSZpKTNFwFFLTRnNOFK4xKWjbmjFMAoooouAYoozVTU9Qg0vTZ724cLHEhYk9/aiKbdkI5G9jiufFN9qJY4tlFsi9ierE/pVZ7tppxEg3E9B2HufevN9P8eSLrd1Fct/ot5KG345jYn730PevVdL0r7ITJIwd253V9TTg6cFHsjppzjGHmW7O08sbm5bHerwAx0oxxSE4FWZN3dwIqBzhac8uO9U5rhcEZqZbFISab5az5pwASTTbm6AGQayLy9HPNZmiQ66uwM881jXNxuB5pk1wXbrVVgz5xTRZnXsmQRgmsxbR5ZBgcE1v/AGIyNyKuWumBcHFWiGrlfTrQQoDjtTNdbybVZCed6k+1bwtwi8DHauf8QjNu0fXkD/69NPUHsed3bM1/NLgnLZ69atiMSxAgHGOvrVS6Vo7l8nnNX7QgxBf8g10dDi6sbbL5sctnJwSMoaitoWKy27/eA6Gp7pDGFlTqpzmiZws8V2gGH7e/f9KtESM2zJjuHHTn+VZ99/x8tV5gI7+Yeh4+lZ1yczk/SqjuYy0QxDg1q2Mp3BScK67T9ayVPOKs2suCB3zkVTWoomoPlLDoQe9ej/CTWPs3ilbV3+W4QqPrXnD/ADMT2PNXtDvpNN1yyvI2KmOQH9a5q9P2lOUe6NE9T62zRmoLS5S8s4bhDlZUDg/UVPXxzVtDpEooPSipGFFJmip6gLRSUtNAFBpaKYhtFLSUuVjEop1GM0crEAIpetJtFGMdKdmAuKMUZNGaaAMUhFLmlHSnYBtFOIFJRysBMU7FJk0tFgEoNLSGkAlJS0ZosAlFLk0o5p2AbijFOIoosAmKMUtFIBM0tFFUAUlLSVLAQkKCScAdTXh3xO8XtrF1/Zdi5NpETkj+M+p9hXa/EnxUuk6adPgl2Tzj94wPKJ/ia8QZvPZpiNq9vc17eW4PT2svl/mQ2ZcFm95qNvax5zJKkefcnFfUIQRKsQORGoTJ74GK+bLO5XTtUttQkX5Y5VdQepAPLfT0r6JN0skYlRt0bjep9QeQa9Wq7IunZlppVUdaqTXQANUp7sL1NZF1qWCQOaxubqNzUmvhzk1l3GoAZ5rLkvS2eetVJJC3ekaqNizPfs5wM1Sdmc8mmnJ4FW4LUv1FKw7lQQMx6VZS29qvJaYPSplgO6mK5VhtBnJq3HBgYxVyGAAc1L5YFDJuZ8iBVJrldcXdGSM4BFdfdAAY7VzWpxbt4prcW6POdRhMhdwOQeTS6e2QOePusKvXse2cjHBrNjH2aZ/QkGupao5JaM05IvMhK5Ge1ZMbYjeBhyhyta5ygVzwOhPsazL1WhuXkHGVyfqKpGcilcj/AEkyA/fGD9ay5zul56itNP3hC/UCqV7AYpSccHvWkdzKWqKfep7cfPnPTt61DT4jiQZqmZo3wAYg3fFNHyxbu6uD+dSRrlFBFAXh06ZG78qzkao+kvhzqS6h4PtRvDSQZjb2x0rrc14l8IdaNvq76bI2I7hMgZ/iHSvbK+Sx9P2VaS6PU6IvQWkopa4rlCGkpxpKADFFFLTSAUdKKbmlzTsAuKTFGaWqASjijNJmkA6kNNzQDmgBaUUlKKACiiii9gDNLSUmaXMA6kzSZpc07gFFFLTAYw4oANPpM0gAClzTc0YzTAWigDFFAC03NFJQA7NJzmkpw6UgAU12CIznoATSmqWrSeXpF2+cbYmOfwqoK7SA+cfGmpS6n4oufOfiN8H8OazywtrUSSD94/ESH+Z9v51BcTCTU7qZ/nBkIBJ6nPX6VXnMl7MWJO1R+gr7CnHlikjFsmt0+236St+8RDvYHq/Pce/8q7rS/Gw0eT+ydVY7EGUlXny887T7fyrndKaHTdKe9kT7o3n3J+4n4/eP0rmEle5uZLmZyxJLMfU05R5hxlynskmr292M291FKD/dcfyqk7s3UmvJZEZd7kEOfQ4IpYjOu4tNLhBn7561n7E3WJ02PUHkx3/WhW3dAT9Oa8cknmJJ82Tr/eNLDf3ds4eK4lQjnhzVfV/MX1tLoe4WkIkIOM1vQ2gCgmuC8E+JTqN0thdnFxsEiP8A3x349a9OjUeWDWDg4uzN1UUldFFoRjgUJGM9KtuvHSmovPSiwrseifLTHUVZA+WoXXvQwM27Hy5rnr1eWNdNdKNpxWBdryfekNM4fVIsOSRjFYl6pChh1FdTq0GQ3rXP3qk2546+1dFN6HNVRNAPtGmKQOWXGT61Qum86yZyp3beQeoYcGn6ROTA0DdRuwPcc1DdHZI4zlX+cf1FaWMW7mVBKI5tzdBzWvf2iSICpBSUb0P9KxLlQlwQBwe9bFnc+dYC3k4kjBeI4+8vcVbIMC4gMMpU/ke1MQEMDjgVvSxwXDGC4Plk/dk/ufX2NZd7p1zYviVPl7MOhqkzNqxqQyHb9FzU6H/S41I+8MVmwSkoR7Yqy8228hwe2P1qZFxNvSNQk0TWre6UkGKVTkV9RW06XNtFOnKyIHH4ivky/JLSkHACg19H/DzUf7T8D6bKT8yR+W34V4WcUrwjUXobwetjqsijNM5pQK8GxoOzmlxSUVSQBRzS0tOwDcUtFFABRiiloATFIRTsUlADcUoAzS0goAWiiigAoziimlTmkwFzSc0oBpamwDMGn0UVaAKWkpaoBDSYp1FIBuKOadRQAlJS4oosAYpMU6g0wG4ozig0gpALjNZPifK+Gr8qcHyiK1xVTV4Bc6PdxH+KJv5VdJ2mm+4mfJ7g/aJV4xvOT7A1atQbizeKILmWZYiTxtA54NQaov2aS5Xo2W/nWdbyvGsSgHk7h9elfYx2MWaGu6iJo47WEt5UZOF7E9M1QhbZGQedo3H3rt9E8BT33hW/8QTlBFHG3lA9SR1OP0rgbhtilB1ZufXFTCcZNqL2F0LVsxllBJ6c8+wqe7haG2Cg5L/Mah0tPMlVMcMQPyq9qhzKyjsMY9SKskw4LRrqVwCAEUscnr7D3qI2rHfjovpXWeC7OCbX5IpxuJtJinHAYKayfLze3gRedhcD0AwafMDWhn6Peyabq9pdxn5opVP1GelfS1tOk9rHIjBlddwI96+Y3TfchYsDe2B+Ne5+AbgnQ1tHYsLdiiluu3t/X8xWdZaXNcPPXlOsbn0pqoRgmpgBTQtYHVccBxTHXFPxSOMikFzPuRkGsW6THpW7OuQeKyp4uTxRYaZy2oQlySK5rUIikTKeOoGK9Cax83JPCjuaydZ0KJ9PlkiVmlQblGeoHWtIaMJU5SVzza0fZe7icDdz/KpL0fvt4JwhKj09KZLD5d2cHHelu3P2cHGc81ucPQz7sb0BAGAARV2yi+0aZvjyJoDuB9qqbsW6huwIxU+kTG2mQk/KTj2Ip9BRWoSBZV2yDr/EOi5/mKSV72xVUciWDsDyMVPcIsMzZ+aFuV9fpS/a1ihCSgyRN0P933FCYpIoEoZwyLtBPQdKjllLXUffHWrFx5W8tG424xg1TB3Pn3xT6Eo6AFZopFPUwt+YHFe3/BW4M3gt4z/yznOPxFeFQSpHOpcFhsJ2jjtXs3wLm3eG72P+5MP5V5uZK+HfqjaPxHq+BR0pM0Zr5mxsL1pcU0U6mAUUlJQA6ikFFABRRRQAtFBpMUWAWkooqWwCijiii4BS9qbmiqWoDqMUCinYBMGinUlIBKWkooAWikHWlpgFFHFFMAopMUUAFGaU02pAWijNJ3oAWkYblKnoRilHNL0qgPl3xzZfZvEFwir8pcj9a502zEQFVIJO1a9K+Kmn+XrzFVxvJYe9cxDFHGtu5A+WZH/DNfW0J81JS8jGa1Pb77Tl0n4UyWQH+qsADj1Iyf1NfLkuXuW6YBr681+Nb3wpeoD8slqSCP8AdzXyK67LqRT7iuLK5c0Zt73FU6GnoIzdxt2XJP1FXtglaeduVTp7n/8AXWbpUwgtribHKqR+dek/DzwfD4msbwzuVSFQoA/icjjP0xXo1asaUHOexC1djm/sI0Lxjbw7y6z227IOMbl5JrDleO31K4Zl3KbcgDp1Xius8ZxvbaxpcvlFJY4/KfP+ycHNcXqbebdOQMADb19KUXdJlsxS7JIrqSGHKn3r2Xwhr1lc6gml6fAq29vbK7yH7zyfxfqSa8afk13Pw0JHiW4A4JticfQirmrxFS+M9vUbkBpdvFNhOUGeamAzXMjsYijjmkYe1PoOAMnFBBTljzms+ZV54+nvV2eUOcL0qptBbJPPtTOylQtrIouGbBwdv1ppQlecc1cKEHBPJ6ccVE0fII5zxn0oN2jybxBpn9n62sIBMMjjYxHVSf6ZqPxJpR0y5YRxt9mf7nop/u5/WvUdT0WHU4DDOoG07on7owOc1m6lpkd5HJaysQknGzuPf61qpnFPC7nkMozA+ORgYplqwcFM8gkiuq1bwRrFo7PZW7XduDw0eN+Md1/rXMw6fexuZDZXCKDnJiYD+VaXTRwSpzg9UXQyvEA56NwDWZdqYWMakhT8y/8A1qveReZI+x3PfjyW/wAKr3FtdJbHz7adEU5DSRMNv4kURVhSu1sUoySex4ojBLDjqaQINpxgn1qW3UApnjvVPYiJouNssJ6HG3Ne0fAnH9laqPSZf5GvGXYF1Ujg8rXtnwQjxouoyAHDTAfoa8zMf93l8vzNo7o9X4o4plLg180bDqKb0ozQA6ikzS5oASiiigAooooAKWikzQAGm07rSEVLAM0UUuKAExQKXFIetMB1FNFLTuAZozRSUALRRS07AApDSmk60AJmlBpMUdKAHUUmaM5oAMUYpaKQCYpcUUZoAKKM0lAHk3xet/8ATLCbbwykZrzAuy2wKkZAGB9DXsHxTs5Lw2KRkAoryEn0UZrxe8JjXABGRkfia+mwEr0EiWkz6csgt74ZgGQwmtAOO+Vr5H1GJoNSuo2HzK7A/nivqnwNM0/grS3bqIQv5Gvnb4hWA03xzqkOMIZSygeh5rmy18tWpD+tGZ1NUmc6j7LB07NIM19BfBYL/wAIxdsOpnGT/wABr56f/Uvj7oINfQXwScN4Yu07iYH/AMdrpzT/AHd/Imn8RzPxWs9viSM4+UlpD+QNeZX67AePvGvWvigwbxX5ZOR5SfL7/wCcV5LqknmXrRqQVQ7fqe9b4R3owb7IcjOitywLMDhjxXX/AA5Ij8YKhPMkEi/yrnt2MAdFGK9C+GmkK9pe6qYgZFdYonyOB1b6dRzXRPYdCLnPQ9JtydgzVtKrKoAzUwdexzXKkdai5OyJWIAyTxVOWQuMDG3tz1qSRyT6motvQmnc7aVBQ1e5WKnGc/XimlWHrnsKtMh6gilEYA3HAUcnNBsQCEyAdz3PanNHGigNy2eAO9TAFzx8sY9eppGjV5F45XuKAsVpQ4ySMc4jUD+dZ9xapvEbqG5yzHqDW04Jk3EdBgVVOHkPHJ4I9aZLRVs3AZopBwv3WrRZNy7XkLL/AHQcimRWyIMAYqUx9h3pDS0Ix8vQgU1280FHRZAeobkH8DU3lc4xTxGsQ4HPvQPlMS98K6LqReS70u23sMGQIFbHTqK5HWPhhpbRs2kXkkEwORHKd8Z9vUfrXo0sZlAG4gVUOmRBtzM+T6HiqUmjKpQhPeJ4hqui3+ksn2u3ZArffHzIfoa9o+CoA8MXeP8An4/pUs1lF5bRt+8jYYZXAIPtitjwRp9lpMN5bWgKCWTzfLLZwe+Pb2rkzB81B/I4qmGcPeWx2ApccUgpc184YCYopc0hoGJRilzRSAQ0lGeaKAHZpDRmjrQAlGaXFLipuAlHWlxRVANxRinUUAIKM0UUAGaM0YpcUAJRS0YpgJmjIoxSYouAuaKaBS0ABpMUopaQCDpS0UUAGaM00UtLmAXdTCTmlNFO4AKdSUUwMDXrF7q4km8vckdo6gkdzXzzqdpO0z7YzmPGeOwr6guE8y3kTruUiuF07wjFey6hI6KFdyikjsK9fA4pQg+fZWJZf+GMryeBrTcPus6j8DXlPxwsxb+K47lVx58Kkn36V6r4IibR2vdAnOJIX82IHujelcf8drDzNP028AGVZoycfjRhp8uNfaV/x1JlrE8SjTfG6/8ATPP15r3j4GyqdCv0ByyyJn8jXhdmQGJIz8hGPWu18F+MZfCJuwib4Z4920DnOOCDXqYylKtRcI7mcdHc0fiRqX/FY6hKrAsmI09iBivPFjBcyHnngnqT3q3quoSahM91IdzyEuT7mqNgCwaaQkqvQe9dNCnyQUeyImyyYxwMe9ep/C6QHQL2BW+ZLncRjoCOP5V5Y0pyfU16v8K7CWLQrq+lwIruUeUPZAQT+f8AKqqr3TowN/aqx2BbA29aco3DjgU+aMk/L+lSRR7VwTXKe0klsNVMDJoK09sdqgefLGOIB5O/PA+poKuLKyxplvoAOp9qasRkYNLwB91Ow+tOjh2v5jtvkxjJ6D6CpepoENxkYPSgALnFPxRigZGRQIxnoKkKilUUBcZt9hRtxUuO1G2gLjNoA9z0ph5bntUjsAfwqE8AnPPWgBXOFxUBbHehnyOP/r1A0mF4OM0CbFkkA4I5qvHcyw3AkjYqynII7U5zuXJ7CoGHoD+dDSasyXqd/pWpx6jah8gSrw6+h9fpV8txXm9pfTWU4mhbay/kR6Gu9sL2O/tVmjIBI+Zc8qfSvn8bhnRfNH4X+B59WlyO62LSmlpBxS5rgvcxEozS9aMUXAbnmnUhpAaVwFOc07tSA0E0XATJoyaWihAJk0ZNLRVXAATTu1NzRmi4CmgdKTNKKV7ALmkzRRT5gEyfSkyadSUcwBmjNFFK4ADS8UhpKLgKaM0lFO4Cg8UuabSYouA4UUgNLSsAhopcUYNMAooxRTASkVVRcKAB6ClpaYGRqtoI7q31aMHzrc7Xx/FGev5da5b4u28d14J8zglJlZDn1Fd8yhlKsMgjBFeffEa2nj8My2wy0IOY/YV3YH360NdV+REtEfPEC7HGT0znmrtuBJb7f44z37ihNI1OaB2TT7tgdrIywMQQe4OKUwy2kgEsbxyDhkdSpH4GvpzNplC7GwPGucbeKrpJIsSREHA5NassIlIdULFvugDJz6V6X4L8BQ2kaahq8KyXTYZIWGRF3GfVv5U+dRQ6eHlWlZHM+E/h7fa4q3upPJaWL9FxiWTHoD0HvXs1nZ29hZxWlrEsUES7URRwBUwAoLKo5IrCU3Lc9ejQhSVo7ikioppki++2M9FHJP0FDGWQYjGwH+Nh0+gpFjRCSASx6seTUmxEUluAQ5MUePuqfmP49qkSNY0CooUDsKeelJzSGHGKAeaUClUUDFFLRilpkjTxSgYpcUDmgApaSgkDrQBBKwyf0qJmPIH50sjEt2AzxTC2PrigZE2Mc9ahZec9/U9KlI4I446/WoyT0PBPU0CGHjg84/Ooj83pjtUxGenQelNKkNnr2/8ArUCKpG09MfWtHStUfTrkSAbo2GHX1FU2U5IHJx3NQM2HHf8AlUzhGpFxlsyJJNWZ6hBNHcQpLEwZGGQakxXFeG9Ua2uhaSN+5kPy5/hau15r5nE4d0J8r26Hn1IcjsFJuxS0YFc5AYyM0gFO7UnNKwC4ptLzTec0WAdRRmimAUCijpQAuKMUmaM0ALiikpaaQBRRRTsAUYooosAYoxRRRYBKKWjNFgEopaKLAJSYpxFJRYBMYpaWimAZozSYpaACkpaSkAUUUUgCsjW5YpI1tyquQdxBGQKvX12LSAsPvnhRXMvIzuXc5YnJNepl+Hcpe1eyOnD0uZ8z2GPIy8bj7AcVi6xo2n62my+tg7fwyAYdfoa2GwTmlIUjpk17R3uCaszldE8DWGlXX2kSyXDj/V+aB8nuMdT711kcQRQBQq4HSpQKbbe5MYxgrRQKMUuM0fSjrQMRulR/WpGOBTeD2oGhtGOKXGGpcUgE70ooApaAFpO9LSE4NMQtITigGkJ/OgA3e1IzYGPWkyajdjjp0NAyGQgk8Y5603aCT+eaey56d+9MI5xn6UgGkN1Az7YphUdunpUgAxzmkKkKTu5zTAhKnnoT69qaw5z39amwPSmYx0z/AI0CIG5GeSR6iq0hYfdUAZ61bZSWzk57EVWmAGePoAP1oJZEr88Hvniu98P6r9vtNkhxPFww9R2NefElTxwp9T1q7puoNp93HcJk7Thh6juK5cZh1Wp2W62MakOeJ6bRUcEyXECTRtuRxkGpK+Zas7M4Bw6UUnaigAoxRRVWATbS7aM0ZosAuBSNSbqQnNFgFApdtAp2aLANPFGaDSUbALnNFJRRcBcUUUUXAKKKKLgI3Sm0/rRii4AKXNN6UZouA4mkpAaM0XAWiikNUAvFFJRmkAtJQaSiwDsc01iFUsTgDk0uao6tP5cAjB5c/pWlGl7SagupUY80kjIvLlrq4L/w9FHtVNhzUtJjmvp4QUIqMdkerFKKsiLaKcFp23mnAUx3ADinDmkpRxTJA8CkpTzSGgBjdetHTtS/Wj8aCgxxSCj8aUcUANJxml7/AP16DzRQAtFIaO1ACUh+tGfWm9qAFziomGWYndnjin+/0qFsiT0yv8j/APrpAK7fJ1qLBP8AhUh5HfHsKZx0zz29qYC4554J9aGPHTC+9KRhO5NIcZPr2oAa/wA3BP4A1GV49AT27VIeSPemsOnOB29qBELAjAzgiq8i5HGB79jVmTqcjA9cZP8An/CoXBxyP/rfSgTKUoAOOuahVwuCxqy42hj0PbNU5RghvzpmbOs8K6z5U32Ccny5DmIk9D6fjXada8hjlKsCCcg8Y7V6T4f1RdU09WY/vo/lkHv614mY4XlftI7Pc5K0LPmRq4paWkryzAKU9KSloATFIRS0UwG4oApaBSAMUYNLRQAUUUlSwAmkzmilxSVwEANOpegpuatIBaKKXFVyoBpoyadijFJxAb9aXilxRilYBpHPFGKU8UUWAKQ07FIRTASgUHik5NADqMUAUEGgArC1Zt10F/uqK2+c1z9+c30ufXFehlsb1W+yOjDL3yqBQcZpc0h5r3TuEpRRQKBigUH0oHFGec0CEORSUpNITQMTvQSKKTGT0zQAvvSdT1pccU0HmgYtIetLSHrSACeaTI/KgnnpSE46jigBe4phPGe9G48jt0ppbrjg+9AATz9DioycyJ+I4/z9aRmwOeuKZI2F3DqKAJWPHSkzgcg01jlie3agAkHFAATwQM5zSA8k9u1Lznt6UZ5Az3xQAjbiOcelMxuzzj3NO9cDn1PamknA7ZoAa3HHf0/z3/wquw6g557L/n/PFWGXA7cf5zULYxzzTJZTkU5BA6e/H1qtKo2nJyfar0nOfXpkdvw/z3qq/C8fMR0//XQQymflbB6961NF1Z9Kv1mByh+V19VrOkUdcnHrTQSD6fzonBTi4y2ZDV1ZnscciTRLJGdyOMg+opa5PwdqwmhbTpTh4/mjyeq9xXWV8vXpOlUcGcMo8rsFLSUtZEhRRmkzQAUUZopAFFFFABRSZpRzQgFxRilozVWEJTQKdmjFAxBxS0mKTNADs0tM3e1LupgOopKKLAIRzQBS0UWAaKdQabmpAdxSYpOaXNABRRRQAY4rmrpt93KR3Y10hPFcvJ/rW/3j/OvUyte/JnThlqxoFBFLRXtHaNpRmg0ZoAMUhpcmkpABpKU0lAwpoPOKdSdBQAhPFIKKD0pDA00njpRmkJ9BQAA/lSMwORjnFBPHHU0wnmgAJHc1GzZGSfelJz0OPrUbE4z09TTAGeomfkdDQzEjjnNRSEdR+poE2WImBQDn5fl5NKGANVI5CJSOzDv61MrZ/wAaATJgATxik68HI59aZmnYBFIYp5GM8Umegzn6UnA6n/GkLA+2ePemAHpnpUbADOMc/pTwck9c9MnrTSBtwTyf7tAiu4J+UnJ6VWlHQ44z1FWmUbeMk+tQvjrtOT69aCGU5EKg/wAIPoOc1XIOThTV9lG7HJJ61A8RHJUem3NNENCWN3JZXkU8Zw6Nkc9favV7K7jvrSO4iOVcZ+ntXkDId2B/Ouu8G6p5c7WEjjY/KZ7N6V5+YYfnhzrdfkYVYXVzuaWkpa8E5QxTaeaaaAEpRSYo6UgFpKKUUAJSiiikmAtBpM0maq4C0ZopMUXAWjFFLQAYoPFFJii4CZpQaTFOHFO4BRmkJzRRcAoxS0UgDPtSYzzS0maAFAxS03NFAARhSfSuVY7nY+pJrp5TiJv901y4r18sXxP0OvCrdi9hSE0E5pOa9c6wzRRRikAZpaTFL0FACGkpTTSaBi5phPFBam5pDsKDxSE0maRm4oHYU/zpp+tNJ4pDnAPFAhxIHr9ajJ2kknigtk5FRM3P04OaYCseSehPp3qGR/Q5B9aGYAZ9ulRSMcZ64oEDP9BVdmx1+ucUrvkbeD2qtI+c5Jxn8aCGx8sh3ZHBAyOepqxFOrYwck9s9KzHkBPJ65zg9KaJQr8HOadieY3VfPSn8H+Ks+2uN6gZzirwOelI1TuPAx/Fmlxg5FJ1HHP4UoI78YoGNbOO340EDac7R+NOyPQ0nTJAFAELK/zEjk1GYxt578E+tWTuI5Ix7VEyZG7NBNiuVxxmoCgJI6mrrI3GWA9sVCyY5GSf1oJaKEy7SfmAzTIHa2lWVW5ByD6GrckYAJIHP6VUdCcnHTpT30IaPUdF1JdT0+ObI8wfLIB2NaVea+G9WOn34Dn9zJhXB7e9ekAgjI5B7185jKHsammz2OKpDlY7NJSYoxXHczHfjSEZoxSimgG4xRmnGkxQAA0tJilpaAIRSYxTqMUaAJminYptABRSUlADqM0g60tFwCkxS0UXATFGKWii4BmjNNxS4pgLmmnrS4pO9ACilxTc0uaQEdydtrKfRDXMZ4rW1W748hTyeX/wrIr3supuFNyfU7sPBqN31FozRRXoHSFHQ0o60tAgppNLmmmgYjH0php3FMJwaQ0FRliDSl8dqjLZJP8AWgdxxfg9qaWJqIvzRvwM9KBXJN3P09aYz9sio92RTC/J5xTFckZuODUbH1phfJqN3zxng0CuKzZPJ49Kgkkxnv8AWms5POMetRM3c9PSglsHdh/Fx9KqySAHoTnqaWeUKOce/tVGWXd8wIVfUngVSRnKQsshLckYPaoGl54zj1FZ91q8MJKxAzMO/RazjrF5ISQ6xqOflWqsYuokdbb3eWGchx19Gratp98YI5968vfVtRyNtw459q6nQNaaZPLlyJQMk4+8PWk4lU6ybsdmp+Ud6dgYB4qvE+5FYEc1P+o9qg60xcjHWkzTsZ4zQAQDhfekMbnI5A57UhXaO3Hangeoz6UrLyvrQBAyZ5JyKjaLB5yT0q06gdxTCmRyQtMVimUIODxUDRk5Cg49avFFDH1qORD05+lBLRm7dj8da7nwvq5uLf7HO2ZYx8hJ+8tci6YBPT2pbTz4ZUmhyChyGxXPiaCr03F79DKdPmVj1DNGTVTTb+PULRZRgOOHX0NXOK+XlFwk4vdHA007MM0uaSj60XEOopKM07gBNHak4NKMYpXAM0ZpOKMUALupN2aTFG0UAOzRTcUtABRRRQAUUlGaAHCimg8UuaACikzmlqrgJRTgKQ9aLgFRXEoggeRuw4HqamrE1a53SCFTwvLfWt8NR9tUS6dTSnDnlYz5HLuXY5YnJptFFfTJW0R6aFooFB60wHDikNGaCaYhOtNJp3QUxiKQ0NJqN2/OlY+/Tmo3wTz9KQxrn3qNiQcfp/n/AD1pWPHv3qNmH1H8/wDP9aYhrYySf/1n/OP8imb/AHz7kf5/zj1obkcn0/z/AD/Oo8jr1z/n/P4UCHGTjBpm45AweeTzSbu4OMU0tjdk8UCEZiT15phyM4zntUcl3HGDg5qjLeueVIUfyp2Jcki5JIiZLkcDpmqM13lflGB3JPFU5Lg8Y3MfU9KrSF5OuWPoO1VYycx09+B9wF2H8R4FZN1JNcvhnYjsOw/CtD7Iz55xmpltEjHI/Tk0zJpyMWPT2f5mB/xokthv8tF4XlsdzW0+1Y2bHCqSapWyfuw7ffY5NO5LgtivFYAkEgD1p09ytqvl2uMjqwqaeU4KJnPeoI7MuwOMmgPQ6Hw5qdxdssDRM8noozmurKujYdSrehGKm+HWii3t5NRkHzP8kfsO5rr9Q0+K9h2sMOPuv6V5VXHxjW5LaLqXCvyvlZxqkEninADqTgegp09q9tMYpUIcfrSKMDniu5NNXR3J3QBcYKj86CMDPenY9P1oC555zTGNIJ4xk+tN245x0qbHGefwpNhPQE0CIjjb0z36VF5cjt0OPYVdFuOrEhevNRy3IQlIFLN3I5xTAhNtHEN83A7LVGe4km4QbIh2FXmhLHdMxdv7vb8aRoRtAYADsPSgViXw/fCxvACf3Uvyt/Q13IrzO4njjbCfM3seBXfaPeLfaZDKD8wG1x6EV4uZ0FdVV6M4MRa90XgaXrSbaUcV5SRzhijFLmjIosAmKQ5p2RRjPNKwDaWlxRVWATFGKWiiwCYoxS0UrAJRQaKLAGKT8KWlosAnajFLSUWATApRRilqkAUUYopgMmlWGFpG6KM1y8jmSRnbqxya1talKxxxA/eOTWKT2r2stpKNNz7ndhoWjzdx1FJmlr0jpD8aWiigQHpS9aORSUANamHpTicUxuBn0pFDH6Z/Goi3TNPbOM9qjcjntzQBGxweKhZsZbrjt/n6VIx5OT9KhY8AnOP/AK//ANemIaWyD0+n+foKibgY7U8spOeoH/1qhZcDAzjvQSMZ8LnPJ4+tVZX3HAOe1TOw6+nAFV2OHO3IA4waaIbIXQbTnJb1xULQjcTn9askfNkf561Gx55PFUSyHyUXORz25oICk4A9BinMcEnHH1phY8jP0FBIhK9sjt+VMYlpBgE/Whs++SMgURjcQc4xQIqag2I1hXjeefpUJ4HHGO1EoL3kjE5C/KDTcHPP40zNvUVI9zdOSa07O28yaOJBl2IUfU1UiG3k/hXW+CtP+2auJXGY7cbz9e1ZV6ip03J9B/CrnounWa2GnwWqdI1A+p71apuTS18lKV3dnKUtS09b6HAwsq/db+lco6NExR1IZTgg13NY+sWHnKbiJfnUfMPUV6OAxfI/Zz2Z04eryvlexzwOaeFYDtihVyenFPZgg+n6V7h6Aijd9PWlaVUHALN6VHmSTkfKn86kCBc4OD3buaBEZWSVsucA87aUQhVO35QTn3NSMwQFjgDt71WknZxhAV9z1obsRKcY7hPcxW3X7x6Ack1mzXMs2QAUX0B6/Wpnj3MWPJPUmmbKzc7mEqkpbFIxHPSuh8K332a8NtIfkl6ex7VjOvOeaSNjHIrKcEHINZ1IqpBwfUwlG6PUaQ1T068F5YxzZ+YjDfWrQOa+cnFwbi90YC0uKBRUAJSjpSGloQC0maKKq4BRSUtABRRRQAhopaKAEFLSGigBaKQdKWgApaKSmAuKQ0UdqVwMDWHzehf7qis+rWqgi/kz6DFVM19LhValFeR6dFWghwpaYD1NOBzXQaiilzzSZozQIUnNIaKQ+lADSeKjJ4+vSn1ET8ucUihrDkDPfioJOD7HnJqVuuKiYjIIOMZoEMbPYHrURyCoA6DPWnPn14zUbAHOOw/pTJId3HHf/CopOVIx365qRjyB0I4/nULt3J5yaZLGSEcbuo5qs7c5JqWQjac8+lQSFskDGf8AP+FNEMa75J5Hp/KoTk44yDkc+1OLE46Y60hJPqc8ewpkjeOfY44pAPmz3znrTxjHtnPFNJwufSgQwJnjHGfXrSTusMbHO0Y7UPLgA9x0qncsMbccE5oJb0K4GBinpg5zTF5GT3qROM0yETIc49q9U8D2H2XRTO4w9y27/gI4FeY6fbtd3cNugy0jhR+Ne4wQrb28cKDCxqFA+leRmtW0FTXUio9LDzikFLSEGvAMR1FM5oGaAMDV7L7M/mwr8jnnA6GssJnluT1z6V2UkSyxsjjKsMEVzeo2L2IZ9rPEOhUZ/CvewWLU4qE3r+Z3UK6a5ZMq980q/OePzqGMmU5YYHYVbQD0r07iq4jpEiaLvnmoWj5Oavsgx1qBl4NZyMIu+5QdQM8VEwFWZVxUDDmsjZFZ1HpxUTLVpuO1QMO9FxtI3vC99suGtHPEnK/WusAxXmkMjQTrKhIZTkEV6JYXa3tnHOp+8OR6GvMx9K0lUXXc5akbMsiiiivOsQIaKWmnOalgLRTeaUUIAp1GBQapAFFA5p2BiqQDelJmnYpMUAJ1pcUYoxQAdKKDSUAOpKWkoYBRRTSTmpAwdaXF2rdmX+VZ3atzWYTJbLKBzGefoawq+iwM+aivLQ9LDy5qaFBNOB4po4o+h4rrNh+fejNMyaXNADs00nmjOKQmgENJwM1FI2M4PSpGPaoWxkjHFAyPODx61E55zUmQQPpUb4+b0pksiLfTrmoySS3Jp7ZwTntUbYJY9selBLIzz3/GoCeOOmKkY4XGeoqFz8vtTJZCzA8EjvyKgc856g5qVyQM4wcdagY56E8cCqIY30HbNMDY6HmgnADYyOeaaPQ9qCWKW45qN3wMDPTuacR6U0qM9PzNAiFnJ4GMmqDO00rHHAJWtGVVjhkkPRVJx71Uii2Qqe55P1pohjccU9cYFNY804HAoEdj8P7D7RrTXLLlbdM5/wBo8CvUD0rlfAVibbQBcMMPctu/4COBXVHpXzGPqe0rPy0MJu7EpaSgGuKxIYoxS0hNFgFpCAwIIBB4INANLVIDmNRsTY3JZB+5fkex9KhjaunurZLq3aJ+h6H0NcqyPbzNFJwynFe7g8T7SHLLdFLUsA5prikRvr0qQ9K7JalopTL8uRVVxWi6AqaoyKAcVkzaLK5GahYZqY9TTSM9qRZWIre8MaiIblrSRvkk+7nsaxGHtUYdo5A6HDKcg0qkFUg4vqZzjdHp9FUdJvl1Cwjmz8+MOPQ1er5+UXGTi+hyhSjpSUZNK1wF20YoFLT5RCU3vTqCKLDEFOpKM8UALRim7uaXNMBcUUmaM0CDbmjFGaTNAwoooqQCiiigBjoskTIwyrDBrlbiE287xnqp/SutrL1ez3x+eg+dB8wHcV34Cv7OfK9n+Z0Yepyys+pg5pKDxSbxjpXunpC80E0wvx6UxpOmTQIm3Cgniolb/wDVTsg0DGsT0zUTHpg/lT27cdPyqF8DJoExpbkEE4HFROefc96GJGcHtmo2buTjFMlg3XHt61EWO4ntgUueBmo2bnoc4oJYxiPYZH9KryfdI9jT2bPUHGDUMhwMdTTIZFIcrgeneoWJJ+hp7HnB/Oo+3J/z/kVRDGEfp/8Aro64pwAyRng0o/DH0oEIFyD0P40FQeP6VIoO3p37/lTiucAdScUBYy7/AA3kwAn53yfoP/r06UgYUdKjB33s0hA+XCL7Ypznn3zTMyEjmpIIHubiOGMEvIwUD3NNwScetdR4G0/7V4hjlZcpbqZD9egrOtU9nTc+wnornqNlbi0sYLdekUap+QqalzRivkZXbucwmOadtptLk0gDFGBRmjJpWAUcUdaaSaUVaEFZOtWXmRi5jHzoPm9xWvmkbDAgjIPBFaUqrpTUkNaHHRtkVYUk03ULU2d2yj7jcp9KbE+etfQRmpRUlszfdXRIwqlOnPFXGOagkGRTauVF2M9h83NMNTyJ8xqFlqDRETDNQutWDUTigGaPhvUvsV/5Mh/dTHB9j2Nd0a8rkyhDDqOa9B0K/GoaZG5bMifK/wBfWvNzCjtUXzOarGzuaVKPpRSV5yMx9FNzRmqAXNJmkoFIBaKBS0AIBmlxQfam80CFpQabTgRQAUUmaKACiiigYUUUA4oAKCAeD0ozRjNMDl9TtTa3DAD5G5X/AArLZyM9sV2l5aLdwGM9eqn0NchewtGWGMEcGvfwWI9rCz3R6VCrzxs90VWkJp6KWIyOKjgjMjgfzrUSIKAK7Da5AkeCTSlMd8VYIwKjIJ9aAuQOOtVnzyB+NW2UHrUDpkZzQNlNgc/hUbjpzzVp1O2oWQnPAyKZLRWIPp0qNutWSuAAeM0wrnkjHtighopt0HryKhdTjHP0q6Y+OR1FRNEfTmmmS0UGQ5z60zaT26mrrW7MB9KT7Nz2B7Zp3J5SoF6DvThEWPargtyODjg0LEAQ23GKLhylYxtxxx2FNkzEu8jlRux9KthOnGOAPpVPUXMUErYBwpUficUXB6Iw4CSjM3G47vzqTPpzTE+WNVI5ApyjNUYIeinrXpvw+sfJ0iW7ZfmnfAP+yP8A69ebqhJCr34Fe1aLZDT9GtbbukYz9Tya8vNKnLSUO7IqPSxepaKK8BGIUUUpqgEo/ClBpxpgMo6UpNJUtgJk0ooopXAoatZ/arQlR+8j+Zf8K5hH/Ou2rlNZsxbXwKcJJ8wHp616mArX/dv5GkH0ZEJMrz3o4ao1iJOXPPXHpUxZVUcCvTNGQyREr0qm6EGrTy9elVXkz2qClexE3AqF+1SO3FQk5oRZBNyK1PCuo/ZdTEDtiOb5efXtWVIcg1W3mKVXU4KkEGicFOLi+pnNXVj1+kqrpt2L3ToLgHl1Gfr3q11r56ScW0zmEopcUYqQCjFGKKACijJpMmgB2cUmaTJooAKMUUUAA4paSigAooop3AKTNLRQACnUmRQDQA6uX1EA30wPQtXTZrl7kl7yUn+8a9PK/jk/IunNwldFSGILITmrA60bQDn1pa9o9JSUldDTzTGqQimEUFIjIOOlQsCB0qwR7Uwj2pFFUpnJwPbmmsmT06ntU7A8464pPLPegCqUwSPemGNueOOtWynPT3570nlk8cUCKnkk5/GmmH0x1zV7YMZz+dR7Qcc44zTFYqGLAPJxTTHjpx6cVbI468imMgBJx6daBWKuAGP9aaVAXGCM+1ThdxODjnnvTJFCkZ54POaBEG0E98e4rE1Y/wCiyjdncQAP+BVunAUksQCOnX/PWuf1ZjsgQgfMSTVRM6mxnjkCnxrzSBSDUqrjPrVGBqeHrT7brtnCRkGQE/Qc17LXnHw9s/M1Oe6I+WKPaPqf/rV6Rmvnszqc1bl7IxqPUKKKK865mFBopCaVwFFBNNBoJpcwCg5paYDTqVwCikpHZY0LuQFHU00m9EMUkAZJwBWHqNwl1KAo+ROAaW8v2uDsTKx/zqnnAr2sFhPZ+/PcpLqRtgDgVBIeKkdhg4qrIxVQM12tmsUQyHDHmoWf3pztknvVdm5qTVDmPFRMcCgtULv+VNAMkbHSqshFSyvwarOxxVIlne+CrvzdPltieY23D6GuoBwK4HwPKV1KSPs8f8q77FeHjo8tV+epyvcXNGabRXJcQ7NLuGKZSYouA/IpCRSAUuBRcAzRRgUUXGFFJRTuAtFFJRdALRRmikhCZopcUVQBRSiikwG1zEjbriQ+rGunbhSfauV6yE+9epla+J+g0PI4FA6UHkilr2zvpL3ENNMNP71GxweKTNkJ60wjPFLR2ye9BQ0DHbijHPtTgB6UnGaQxuDTSvB5HrUtN4PJGDQBCVJBxzzxUf3mz39MVY3DimtggZU/hQBWI+fA59Qf8+9RvgDPBGf8/wA6ud+MH3qrPGxzt/KgRX4J2LgA9TSMke9j14xzVmO1l+Y7MZFMaD5GZjwDzTJsZk7GOMkKMVg37eZOik5Krz7ZrbupoxCcODWFIu+7lwO4GfwqkYVOw0LipQnApFQ5HFTge1MhI9G8BwCLQWfHzSSsT+FdPWb4dtzbeH7KMjB8vcfx5rTxXyWJlz1pPzOSWrYUtJilrCwgPIpuKdRRYBuKTFPpKLAIKKWqt1ex2y4zukPRauFOU5csVdgSzTx26bpDj0Hc1iXV5JdPySEHRajlleeQySHJ/lUZODXu4bBxormerLSENMdgFpXfAPNVZJOK6my0riSyYOe1VJJAaWWTPeqzOM1DNUhJGzUR4pWf8qid8DrQUIz9agZ+KHY84xUDvQJsR3zUOetKTntxQq5OBVolnSeDiV1mMeoP8q9EzXB+Dof+JsGA4VCTXeYrxsy1rL0OaW4UUYpa4LCG4op3akosAUGloNFgEHWlNJR1osAUlOxRilYBKSnYpKLAIAaXFLRVIAFFFFUAZoyKSikwIrl9ttK3oprmV61v6m+yyf1YgVgAdK9nLI2pt92Uh9GaQdOKXB716p6EPhQmajYrnnFOaomPPU/nSNUhaQt2AyaZkdgaMLnOKRViQdOnWkBHUCm84pT06D8BQAMcDkY/GmM4JzkZ+tPJ+n5U3J9hQA1nwOmT6U1pPlJ2kH0qQk9yBTC3bdnNAFeR/l+4fwqMyspUbCM9R3qdgDnOajIyTnPfrTJHefKYztjJwPWq12kktmicBmJz3I/Cp3kCjl1AGOScVDJfW0SDfMmc9jn+VAO3UyrvToYbQYLlifmb1/Csny0UyAFyS5JJrcu9RtZUKBmYjGCF4rIb53JHGaakc8+VPQYOlTIm4gHuQKYIyOcZNaOkaXd6jexxxRMYw43vjhRU1JxjFyb0J5luerwIIreKNfuqgA/KpKaOAB6UZr5J6yOIdSUmaM0XAWlpM0tFwEowaGYKpZiAB1JrHvdRMuY4DhO7dzW9ChOtK0fvAmvdREeYoCC3dvSsncWbc3JPX3puMUpr3aNCFGNomiVhSR61Gz4oZwKrSS+9aNlRQSSVUlk6jNEkhyearO/OTUM0SEd6hZ+etNaTnsahZ8t1pFoe0gOKhZ88UxmOeKZnmgBWbNREc08805Yi1MlsiCk9qnihLMABz2rQ07RbrUHCwxkr3c9BXZ6X4atrArLL+9mHQnoKyrYmnS337GMpWGeGNLaxtGmmGJZe3oK38ikNKK8OrVdSbnLqZC0lFGai4BzRRmkoAdSGig0AITQCKBzS4oAKWm9KNxoAU0lAORS0AFFGKKACiilFMBKKCaTNIDM1l/3caepzWQOlaGrPvuVX+6tUAPevosFDloxGg+lIWA6kD6mqV6Mup56etV1GTzzXU2dar6bGi0igcsPzqPerdD+lQBQO1TDpSuV9YfYUc9Afyo2sBkAn609cU/tRcl4ifQhJYcEfrRznPP509qbRcj2031GgZ607bn1o7+1LnFFxOc31G7D0JNRSIDzUzHionbIouS5S7lVo8EnJ/Oq0y+hP51dcZFVZaTZSbM90HOaqSIMdK0JE5qpIo5rI2KJXnpT0WnbacBxTTJkNHBr0DwYm3SpGx96T+lefA5evSfCY2aGvu5NcuYS/cNeaOeoblFG6lzXz+pmJRS5oZlRSzEADqTRZgJUNzdxWw+c5bsoqnd6qBlbfkjq3+FZbMztuYkk9zXp4bL5S96pou3UdiW5u5bpvmOE7KKiwMUnSms+K9mMYwjyxVkUhSecVG8gAwDTGkwDzVZ5evNJyNEh0knNVJJaSSXnrVV5OallqI55vSqzSEjOaR3z0qFjSLSBm9ajJBOacaQDJ4FADcHPTinKhJ6ZqeK3aVgqqWJ6AV1GmeFJJAsl4fLXsg61FSpGmrzdiJTSOcs9Nnu5QkMbMT+VddpnhSGECS8PmP12DoPrW/bWcNpEI4UCKPSputeXXx056Q0X4nO5tjY40iQIihVHQAYp1AFLiuDUkbRmlxTD1qXcB2aKSloVwDFKKKM1SAWiiirSAQ0macRTfwpMA60uM0UlIBcYoooo1AWkpaSmAUUUh60gFNJQKZO/lwO/opNOMW2kgOfupPMupWz/FgVEfaggHJpB0r6mEeVJdhlO7++tVwasXf8NVVoZoloTd6kzUVLk0hk6tUwORVVTU4600waFb1puM048ikJwaYhCOaTIoJ5qMknkelAxxYYqM80lKKBjXGarOp9KtHpioZallIoyjmqMoA71dmPJqhKetZmqIG6015MU12+aoXb5SatImRJG2Xr1Pw0mNBtz65P615NC/zivWvC7h9Bg9sj9a4swX7pepz1NDV20YqG6voLUfvG+b+6OtYtzqk1xlVOxPQda86hg6lXVaLuZrU1LnUobfKqd7+g6Csee5mumzK3A6KOlQAgnvTwRXr0MLTo7avuOwdqM4oLDHFRM9dReo5nAqu8owcGmSS4FU5JcA1DZaRLJLVSWXg015c1ETmpNEhDId2ajZs05hUdA72GGkNSBSTVmy0+a8kEcMTMc8+gpXtqxOSW5TWPdWxpmgXN8wITZH3duBXRaZ4YhtwJLrEsg/h7Ct8KFACgADoBXn1salpT18zKdS+xR07SLXTkHloGk7uetX+aXAorzZzlN3k7sxG0UtFQAc0nNOooAbzSY5p9FIBAvNLiiinYBMUUtFMApaSimAtFJRxTAOKXikoosA09aTmn0GiwBmkooqQCk255paM0AAGKparJssmA6scVdzWPrMv7yOP0GcV1YOHNWiBnZoBppNJkV9CMr3uPkwKpjrVq6+6vsaqd6lmsdicUULTsCpGNzU6NmoDxT16UAT9qQ8g0gOaOmapCG0gFO4oA5pgM2cUjDGKkpr8igCM1BMambiqsx5qWVEqzcVmykjNaErZrPm4zk1FjYoyNjvVZ5OvNaVppl1qcm2BcKOGduAtdDZeHLWyw0o8+brvb7o+gq0jOUrHN6dpV3dkPsMcX/PRx/Id67KxM9hb/Z4p3C9+etSMABgVEXx2ptJ7mT1JMknLElj3Jpw4qHf68UvmUwLGcUjPxVfzfWkaT3pAkStLmoJJiB2qN5cdTVWSTJ60my0h0kpPeqzuCT1pSxNN25qCrCE8UlO25qWG2knfZGjO3oopDciDBNS29nLcSBY42YnsBXR2Hhd2Iku32j+4vWuktrOC0j2QRhR69zXHVxsIaR1ZlKr2Ob0/wAKdHvGwOuxev4mult7aG1iEcMaoo9BUuaK82rXnV+JmTbe4UuaSishC4pDS0lIBKM0YopAGaM0UYoAKdj3pBSHrQgHUUmaM0wAAetLTTRmgB2aM0lLiiwCUnNO6Um4U0AYpQB60lLii4Biig8UZouAlFFFIAoxRRnFMAxXOajJ5l9J6L8tdEz7VJPYZrlWcvI7HuSa9LLY3lKQ0MJppanNUTnAr1xohnbK1X71I7ZOKZSZqiRCKmGMVAnWpgaQhSopuMU89KZSAep4xUlRCpVOBTQwxRilzg0pOR0qiGxmKa3FP3YqB3yTjJ+lMaaIZGxVSZwDU7rK5O2OQ/8AATVO4jdY90jxQp/elkA/+vS5JPZD54rdleWUDnNO0zTH1a5O/K20Z/eMOp9hVW1+yX91HDHetcMzbQtvEfz3HjFdxaW0VhaJbQjCr3POT6mh03F6h7ZNe6KkUcEKxRIEjXhVA4qNwTUzdPeonbimZleQYFVHODViV+1VnYHNJlRGF/emiTFQTSBe9VWuOTzUpmiRfaYAVG8+RVPzi3ekBzSuVZE5kyaQU0HNPRWdgqgknsKkLiYp6RvIwVFLMewFbWn+Gri4w1xmKM+vU109lplpYLiGMbu7nkmuWrjKcNFqzOVTsc3p/hmaUh7o+Wn93ua6a2s4LOMJDGFHr3NWaMV5VavUqPXYycm9xuaUGjApMVziFooooAKKWkNUAUUmTQKLgLRS0YosAlJTsUlFgFFFFIc5pWAQijGKXJpeaLAJ2pMUtHNMApc02incB3WkwKTNFIAzRk0UUAKKKAMijFABRSUUALTT1paTFAEF7J5dlK3+ziubUd629YfbaBc/eYViivby6NqV+7GhrdKrSmrLniqkp613lRID96lam55p5GRSNEJGQT1qcCqiHbJirangUhhRUio0hAQZJpHe3hJR5PNlx/qoeT+Jq4UpTeiMp1Iw3Y0ZOAASfTvU5hkA3SYjHX5jg4+lZmo6nNboVQJbr/Cq8uT7ml0yGSREuJBJIWP3pW5P0FdsME7XkcU8cr2iXknty4TzHZiMgKhx9c1HJdSoVVNPkYnP35MdOh/GrUu43A/eYQeg7Vn6hdW4hcm4VcL94DOB9OtbKhBGDxE31Ko1aae6e3jjt4mQA5ds59Ris2/1DU1ilJvSm05AhXtWDd+KfDVjdO0UV1czZwX+6Mj+dYeqeP7y7KpZ26wRgYBYbmOarkponmqPqbqa3cXMzi6nuZmBAVXfaoHt/wDXrK1vxJZCA21qIGmI2rsUsRz0965yWx1nU1+0ag5hh2oxlu3Ea7GOAyjqw+gNd74B8F2cXl63PKLpwzCAeWRHwceYueSCOnAqKlSMVdIunTlJ2Z0vgXRbnSdGSW+JF5P8xQ/8slPRfr6/lXVEmox07/jTsnFcE5uTuz0IxUVZCs30qu7cVIxwKqSyVJRXmbrVGW4CZBPNSXMpANYdxOS5qWaRiW5pd2fSoASTUCyluKmV9owBz3z2qS9iZRxVmCCW4fZDGzn0AzWz4c0O31O1W+lmEkRYhVjbI4967CC2htkCQRKgH90VwV8bCm3FK7M3U7HLWPhWeTD3TiJf7o5NdJZ6ZaWI/cwqG7seTVqlrzKuKqVN3oZtti0ZptGawuIdmjNMJozRcB2aKbS1NwClzTaWlcBaM0lFVcAzS5puKMVKYD80hNNoAq0wHiikzijNDYAaM0daSlcB2aKbilxVXAXNHFIRxSUAOpMUClyKAExRg0uRRkVSATFGDS5pc0gG9KKCeaSpbAKKSloASjNLRQBja1JmSKP0BNZw9atao2/UGHZQBVYe/Svo8JHloxQ0ROapzHGatSdTiqzQyzKdiEgdTjgV0pXKTsVk+aUAVYrK1G+toJrOaUJGIJPLZ95Cpnru9+O9aFhdWupTOtreW84Cht0D7wuf73b8Kv2TbSRCrq3MzL8Qa1beH4I5543keTIiiXgyev0A9a5ix8c67cu10bHTk09Nw3zsyIWAzsEnd8fwgVf8eR2SXNhd6m0lxDDCyrArbTOS3Cgj7oAGSfoO9c/oxs9Stb/xD4kBbSdOCRxWNuPLSWTHAwPbGT1Oa6Y0Ix3OaeIlJ6GqfHljc3cbXUsmxTkBEKxg49OuR6muptdc0+5gD6fdWsgUcrG4GPr3rjo9V8OeONIvre18NxaRqtvA1xaPbt8sypyyH3xk1wiW73EscUUbSSyMAiIuWYnoAB1NdMJKPQ5akHLW57LbXVvc3L3Ny4ZIfvLkZJ9KkufEDeSbuB+cEIuByfc15Wh/seBYpr95DuWRrWDBQcchmPRx6DNdL/a6CwH2+ytNNl2YBacySdRkiFe4ByASM10KrF7mPsmthNV8XXlrMUkupZZ9vzQodir9TXPzTa94gSSYtJ9lVC7EHy4ggIBOT1xntmo5dT061dzZWbXNycn7Xe/Nhg+Q6oOBxjIbNZt7qN3qMu+7uHlAZmVScKpY5OFHAyfSsJ1LvQ1hC25dWy0u1kMc11LqF0WdFi08fKWx8hEhHzAnqAO1Wru41bRiskGhto/zK8crwM0gIXBw79Ac5IrZ8HTx6N4U1LWoEU6m0/2WFyMtEuBnb6Ek9RzgV3Fvptxd6Z9hvpLu+FwAGMqYCk85G7kdaz3NDxewtZ9b1i0s2d5pZZFjBdixUd8enGa+ireCO3gjhiULHGgRFHZRwK4vwT4K/sjU7rU7lkchmjtAB0Xu/wBe1d3tGM1x1pczsdlGFo3EApaSkJ4NZGpFI3Bx2rPmk54q1O+AcCsyRznrSZUSC7f5DmsSQbpevWtK8kG0iqMce41KuaXsjO1bWLPQrTzbht0jD5Il+8/09B71xlz4wn1CMw3FtbmHsgdh+ZB5rX8QWsd/q4uJLTeixiNVY4LgE5I9BmprKxt0Gx7eMJ1VtmT+Nd1GgrXZ51bEO9kekfCXWLa+8PzWUEQhNtJnYJC4w3fJr0OvKvCYs9D1VLqOFI4JR5UjJxtHbP416opDKCCCDyCO9fMZph3Rrt9JamtGfPEXFIelLRXmGo2ilooATFAFKRSVIC0UlLTsAUnNOpCaLAJzRzS5pM0gFzRmkooQC5oFJSiqQC0YoooAKaSc06jFCQCAmlzSGgUwFzRRRTAKKKKdwDijig80mKLgFGDS0UXATmk5p9JUgNpRS7aMGnYAoo5prttRm9BmnFXdgOauX33krerGmE8U0HcxPqac39K+ogrRsUV5c1x2q+Pry48T23hvRoLSSKWVYpJWbeGBHI44B681D8RdT1OztYoYN0VpLw8sbYLN/dJHIH061x2i6XqGnXlpqbeVZeW+6Bbn5TMfRU6nIzycDiuujBbnLWl0LnxY1GQa7/Z8bo0ICOVjIIJIGAcdSP61r+AVl0WWaC6kiguboJIlof8AWBRn5mH8PXoee9cL4q1C5ttZuZE8vzJ8EylAWXv8vpWv4auYtIsLHxDcsJnvL82hD8uq7RufJ75IrpjozmkrqxtfEW3kZNPuyh2xmS3fJzgk7gfbOT+VZvhZbDWtF1LwpqF8li13ItxaXT/cWUDGxvZh/Kux8SWbarpVzagbpZY/MizyTInIwPpkV5JHG87xxQo0kkhCqijJYntVSQobHqWneFrXwNps19qRtTqAhaC0EN2ZnmkcFflQAAAggY9a4icxaDA9urKdVcYnkAyLQddqnqsuRhj2HFLK8Xh9WhidbjVihSWbho7UEYKITkM3+0PumubaRrqTYpYoPvsScsfrUlGpoenz69rNrZQEKZpMJzwB1Zj+GTXXTRfDq4VtJtLu/g1FsxxahMf3Msg4wfRSeM1zPhrVk0PxDZahJGWhhYrKq8ny2BVse+DWnN8K9S1SaS/0a/0260qVy8UhuwpQHnlTyPpSYHO6jp11pN9JZ3sRimTGU61VB7frXUeM7mC+1y3trOUXZtbWK1aaMZ86RRhiPX098VnR+H7mNElvpYdOt3CsHuT87KSRuVB8zDjmmBL4c1q303z7S/jmlsLkhpBCcPG46MvrxxXsHhO50+9tFudPspnhTIivLzOWJ4JQHk+5NcL4L8JafrUon+zT3FnFt8y6nOxGkByVjQfeBGM5PGa9dihjhiWKONY41ACoowAB0AHpWNSpbY3p076saqBVAAAAGAMdKG4FSHrUT9a5WdS0I3IqJnPSkmk2k1TaXk9aB2HSt1z61m3DhVJq08vy1lXsm7jNSy0UpJC7+1U9ZupbLSg8EgikkkCeYULBB1JwKs4ywP6VW1eacCK1ihSTchZ8noe1aUleRlXk1A5BkM8q3M2qXEhA4CRbVIJ96vR/6OGLXd2M9d8YwPpUj2d5JaeQ0cW0HcOeR61K9vd3VoIZTCDtAznk+h/KvSTseVvuXLK7lglijW5kYyDIWWIYYfhXpHg/xHDcItg8wJ/5ZZP/AI7zXmMdpc7bciVA0X3R39wa0LaK7gJwgbDiVGDDIPsa5sXh44mm4y+RpTlyO6PcM0E1keHdZGq2H7xStxFhZFP6GtjiviqlKVKbhLdHoJpq6G5ozT8DFNIqBgOaQ0opcVD3AZTxRiimmAYpCDS0U9wExRjmlopcoBijFGaMii1gDFGKM0mc0wFooFFFwCikNFCYC4oxSZopgGaWjiikwCiiikAhOKA1L1pMCjUA60uKKKADpRRmjIp3AWikzRmquAtV71tlnMf9k1PmqOqvtsG/2iBWlCPNVivNAYCDFK5oUU2XgGvpi2jP1FGntZY45PLkZTskAB2N2IBrgdK0GOZ7TVL2+m/tGHUDFcNcHfHkHKoT1GRyD0Nd3cv71hyqkNzNctbLd2sqhbyzbgTqp4YHs69jW1KVmY1ad1dHCfFiyCa1HKtrFAzRAv5TZDtk/N7ZHOKzPC2oaLPpFzofiBJUt3bzba7t1zJbSeuM/Mp44rsfFOkR+JLa8utIb7bHH8zBWy8eFztYHngV5jpaWkVyX1C4eOD+5EuZH9hngD3PSupM42e56HPBeaNb3MU/ntbYUyYwXZe2D0z1/GvPtYa28M6jfQ2KMb2djJHcsMLDC/IEf+0efm4IxgVoeFddglupNPtLWOzjYb4I1bczkfeLserY9MfSpvHenRDRI77yHF1av5IKkBQrHILZ6gHI/GtmroyTtKxwMVneam+yztriSMHlo42bcfTj3/nWtB4W1gQjGnvFGcENM6xjkHH3j7H8q0obDxnqci2p+3twqhPN2KAQNvQgdAD+ANU7jw1qsdml5LFE6yMygGUM2QMnPpU8rL5kQto0UQ/0vV9OiOM7I5DMx4BHCjHf14NSbdBtXYJ9v1A7jjdi3ibkYyBliCMg9KwhLMRhUjQV0OleDtU1XT1v57hLW0kYrE8nBlP+yOpHvUjIpfEM0ClLBYNNQj7tqmHOGLDLnLZHrkVs+EvBV34oeHUbmTy9OdzvkZ90kuDyFz688mue1PQ7jw/qTWd3GBIFEisvR1I4avdPBekjS/ClhACSxj81s+rHP9azqSsjSnHmZr2trBZ28VtbRLFbxLtREGABUhHNSHA4pnB74rl3OtKw0rgZJqtIcVLJLuYDPA4qLGfmpFFKY4JNUmbNWrtwGIzVLkjNSzRbEchwprKuGyxrUl+4ayX+ZyKTKQkSAvlvujkn0Fcxe35vL2SUS7Mv+74429hWv4gv1sNMEKsBNcgqf9lO5/pXKKcFWU8fdAIzxXbhofaZ5+Knd8qNETSFdysTIvI7Z9/pUglywkBOR1GfWqPmbCQxUkHbkcVOCCmdg4OM+tdSOMuLM5G45bnHzHOavQSOjqOdh9+lYazLC6hV4zjrWha3OQUZDn+Hb3/wqmK52/hrVDZ30Rcjy3Ox/wAa9IB968QtLkqQGOD/AAsK9T8M6p/aGmqshPnw/K2e47GvnM6wuirR9H+h14af2WbuaKbmnCvnLnWFFKaSkwCiiimkAUUUVSAKKKKAEoNLRigBtA607FJikAoooFFIBDS0hpM0AKaSkpaACnUmKWqQBRRRTsAUUUUmgCiiiiwCHrRS4oxRYAoooqbgFZWtyARRR9yc1q1g6w2+8Vc/dUV24CPNWT7DW5SHFQXDfKan6A1SujxX0Bd9TOuW681mSyhHG77hPzfQ8Grd0+M1h3suAecUJg9hzalc+H9YhZtOWfTrs/vBHFh5j3O4dx6dMcVwPiPw+W1WZ7OyuIY2cskUkZUhT0x616D4Z8S38Oox6TbC13SbjDNMpJi4yQMdjW8La+1jU1m1KZZI7XJXC7QzN2x2Fd9Jcx5tVqLPFbCN7Oa2SGGS2vVuFZ7qc48sA8BR6epNeo+K77SBo0+lpdNeahcRqVEQLDcDnp0ANQ6n4fjmuXfymYSSYJx09q3LzTbOCHzY48SsiKhx1AGAK7I0kmcrq3HeHbA6VpdpHOqvPAqTszDnB6/UiuXsLCew8Z6npVzE0sPmNPAe3lPkgj/PWu5mcoVnQA7ECugHJXFQRyRS3NuybTKq/wCjzE4V0J5icnp7HtRezEjwZo1Fy6MNqeYVOeoG6vcLeK11DxlJZSxKYrK1iWzjYfu1B4yB04HP4mvFdQVotVu0KlCJ5AVLZI+Y8f8A162oPHWuWtgLaF7dX2bBcGPMgHsTwD74rC+p0WNT4mz29x43ktrdw6WkSQFx3bOT+Wa9btrg21lbwk52xIM/8BFfOCsWn3sSSWyST1PrX0QPmtIWx1iT/wBBFctd6nXhlozSSTeue9JO/lwbj0qpby/ut3ocVR1HUspsU81zuVkdShdlq2l+0Ssq9qvTARx89axNEk2MxY8mr9/dDJ54xSTBx1My4kDzkVGOFxVJJi11uPTNaDgAGTNK9yrWK9wwCGsxdoZnc7UUbmPoB1qxcy72OBxWH4ivfsmmCBcCW4OOeyjr/hVQjzSSJqS5I3OY1G/fUdQkuGwFbhFIztQdP8TUMZO/YWUY6Z4pxfnlCp6qOKQAZDAjIPfv/jXqJW0PJk7u5MpBHzk5Py5pw2pIdvUHGGPB/Co0csCr/exjpnFDzKkYJBIIJOaZA9pGRtyhs9QuP88VPZ3A3/eCj2NZNmovmljNyIij4GYyTVuHTY7ZmSTU2J4Kt5BA9xjvRzRva4crN63mG4orAkZJFdP4X1f7FqMchY+Ux2SD2rgoWt48k38uD8u0W/P860baSOMrtvJmJP8Azw/+vU1acKsHCWzCPNF3R7+MEAjkGnCuY8I+ILbUdPitXuAbuMbcMMFgO9dN0r4PEUJUajhLoenGSkroUjNGKAaM1kkUGKXFJmjNOwCmkoooASjvS4oxTAKKWkxQAlFLRSAKKKKVgCmleadS0rAN20badmjNOwCYpKdSYqgAUtJS0wFpDQKQ0AKKDQKDTsAlFFFKwBRXw1RXt/2H/wBPPw/4Jz+38j7lrm75999KfRsV8fUV04bK/YScua9/L/gjWIt0Prp+MVm3bgZr5Xoru+r+Y/rPkfRV3Lyc1z9/Nwa8VooWH13D61pseraMJ38T6ebcDzfPXb+deyLbtbJcRuMMJc8cjj+lfItFdNN8hy1ffZ9OiZbgXiEEFW2qhON1Ou7V5LO2i+cOrbO+OD2r5gorb23kYex8z6zIXzNoX5gu3ceKp3NsEJMabk3ZaP1PTivliipdW/QpU/M7PVVC6xeBS2BM+N3XrVQ1y9FZ3NVsdSvLdc19DwNv021Oc5gQ5/4CK+T6KynDmNaVX2fQ+tbcYgY+rVlXcahmbFfL9fRGkPjwdo+P+fCD/wBFrXPUp8i3OujV53axpadNvuSo454q3qEZJrntGmkfXkCn93yGPaunvjgdKx5dDd72Obll8q4HPQ1sbGe1B74zXJ6/MYoTIDghh0rs4W36Xbyd3jDZ/CmlpccmtjIkT95trgdf1EXeszxDmKDEa+2Ov616BO22Rmx90E4+gryOKctLI4OWd2PPfmurCxu2zjxcnypF1TlsDCqQCG65qRSVzlgMegqvHlSQRg9SPrVnOd4ZgG+mK7TgQLIhYAN15U9OP8aZKjrHIR90c7vX6Zp0ZCHLHGAOnepdo5ByA3BOOfyoAo6VdS/2p9jCSO2Cc5654GK1bmC7jurOYIcbSPqR157VmQulj4gsbhwfLlYxPg9jx/OrF1DIsrRs0v7qQjcW4HNQqaUrjctC99lvXt5I1g2jzNwYdQKt2iahKu5lTjB5ODxWbbfaoQ4llbEi7Rg5x71fgaeGQHeRkcnGa0sRc37BtRtbhLiGOMMH3jBr2Cxuhe2MNwBjeoJHoe4rxa2uXkhCsxyAOowK9E8Dak09tNZy/fjO9eeo714ub4bnp+06x/I6MPU97lOuApcCikzXzFjtDFJS0YpAFFFFAC0UlFADsUlFFOwBSUtBosAlFFFFgClFJR2pAKcUlIaKAFxS4pBTqAG0UppKYADQaB1oNUloAooNJRUOQBRSiiqQHwzRRRX3J54UUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX0Fpj48HaRj/nxg/8ARa18+17zpcmfCelDpiyhH/jgrCvsjrwnxMsaG0KX8TOD5rSkqc9sYxXS3j7gea8703Ul/t62j3HKy7celdxJK7vIzpj0rOqrJI6KPvNvzOS8R4a2cHoOTiuxt5QugWRxj9yv8q4zX3zY3DZ5UGtjwxdPf+E4hJndBmLnuB0rP7Bq0lUJjIXkwejZH515PCscV48eCpWRgG/GvVCNp9MV5PEdlzKW5PmN1+tdOEe5x47SxpklSAc/n27U/azHeCTjGSaigdXTy9zMB0J61YYFW3qpAAGBmuw4ESSMQoBOe4PSno3zHkn0PqPWq/lHzC3JI5HOMVYjVpEPygE9if0FAMpapBusnYDDRHeKt3Ur3CRXIlGy6iV8Ac5xg/lVnyA8TD5RlOuM5qtpIEljGjEA2lw0WB/dbkGk3YS1LNuWa3XK5UcZIxk1Zgba43Z9+adDF5RkibAdc4waULlyCwAHUepqkyGWI1Cybto+ZutdN4b1D7FqlvMWG0na/wBDwa5iEFQQckjge9XLZmULk7ueKirBVIOD2YRfK7nuWQQCOQaQVm+H7z7botvIT86rsb6itMV8JWg6c3B9D1Yu6uFLSUHNZXKCiiimAUUuKSgBaKKKYBQelFIaACiiigAopcUlAC4zRijpRkUAJRmg0lIBaKSlpXAAOaWgdaCRVrYBpoooNZvcAzQDSgcUYqkB8NUUUV92eeFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV7ppOR4U03J4NnD/wCgCvC69z0v/kVdM/68of8A0AVz19kdmD+JnHRzGPXQ65ylwDgcY5r125VMFwcZGeteQYH9sS8D/Xf1r1u8/wCPf/gIrOs9jbDvVnFeJyq6ZKoztZgDjvzWp4KZf+EcmUk8Snv7VneIgPsa8D/WD+tXvCIH9hycD/W/0oS/dlv+NYsswTzJGbARWc5PYV5utm1ze+aHwsyCXn3rv9T40jUSP+eLVx1gB9ltOP8AlgP51phepzY7dDktPLIY88AdcUZUAAkls9M9qsy/dH1qBANx4HUV2p3OERPm+4pOTzg9AfWnxZT5scEZ+8ecGprdVAPA6ntQwG4cD739KYmSQnLBADyT1qrZoy6lqloqn97CJlA45U9fyq5H/qk/66mmWgH/AAmC8dYJP5UmKO44faB/rNpJXnj+tXUT5FKkYI4xzUDfcUe1XYAPJTinF6EsapJznPPrxU1sxEi4+U88VCg+Z/wqYfeb61Qj0TwNe5Fxasevzr/WuzFed+Cf+Qqn+61ehivjs4goYptdbHoUHemOpM0UleWbi0UUtMAzR2pKWmAgpaQdaWgApMZpaBQAYooNIaAF3UU00o6UAKaSlNJTAKKKKQBRRRSAUdaaacOtNbrVdAEpx6U2nHpUMAFFAoqogf/Z", "path": "030075.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030076
Women Tops & Tunics
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", "path": "030076.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030077
Women Tops & Tunics
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", "path": "030077.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030078
Women Tops & Tunics
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", "path": "030078.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030079
Women Tops & Tunics
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", "path": "030079.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030080
Women Tops & Tunics
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", "path": "030080.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030081
Women Tops & Tunics
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AEsQCT35prMFO7JOKmJLhgDgkcimLG4XcVB557g0DBWY8g5yewqZGcYBbDY64qJEVZB1TI6Z61KhichWAJHGfagAZtxXgkj2x+VC8l8AkdiecVKRGSMYIU5pREg3dCufpQBXVN7nLYFL9mLZAIJB/OpsIF4OMDripASCTuz9RxQIrfZggAJwDyAooFsFiDHAYc8ip2J+Tkc5zg5pN4SI5J6560itSvP5csYEgODkZ9CRx/KsW6lLcL0HBq/dzPLbSKCWY5A9qzI1KRhGI3rwcVla7NU7Iq+TLdXKWtuu6WQ49h71694M8Pw6JY7QMyv8ANI+OSa43wLpn2zUp7t1yEbav4V6ooEEfy8V4WPxDnLkWyPfwOHjCHP1ZFdtvYqKx9Q/dQEDqa0Wl5JrH1GXIIJryWerDRGXZxhtQizyN9dNXOWhxewn/AGq6OvTwnwHNX+IKKKK6TAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAAMnFWIlB59OlRKMcnvUq/KK4MVUu+U6KUbakhPNPRgoJqJWDHjtSO+xT9MVyo1Zm6zIpt2+lcvoUBaaad5A0KZAj7bieSfetbXr1YIvnG5R1GetNt/Ln0+I21rHAoO6O2SQMQT3Y9M98GvTwUowk2zzcdCUoJJGfeLLZ3gvIFG/oYgPlYeh/xrRstesrpWhnkWG4X70U/GP8aHhVN9w7FghAXcc7j61zd7p0d0ktxdYj+bMZPWvbi1NHgSTgdbNBHhHhaRe/mK2AfpU0OrXNvtBMkkbHpIucD61w5vdV0+NUilke3GPmC5IA7EVdTxWskbeba5b+Eoc5/wpyo3HGrY6fxDqthcaNISVhlxwG6/X6V5Y1mz3LESBsnPWumk1a0nE88sEgkMZUKx3AkjpWFHaARIWBBx27GqpU+XQmpPm1YwxFBwDnsQali1AwDEmGQ9fXP0qWI45Ybj6UySGNmDGMDIzWrVzO9i4ZoZ0WeFhKF5YYzx9KqmYrK7DkEYwowPY1WWIxP5tuxQjsKm+2oABMuwrwCBkVny2ZaldBHvxuNW1+WMH1qqZ2UHlShHBA4NSQyq64K7RjjmnzCaLSbSOR+ferUOl31zkwWxCE8M7BR+vWqSGRiAmSwPYdK7TTbY6lFbq8rY27i5bdufPrSlU5VcIQu7HLy6LqltIxliViOSEcHioxb3axHfbSqV5PFemWvh9bfcDKHDdQRzmll0ORgQpiIznG3Gfasli11NXhn0PL2jlWRGkV4yRkBwQTRIvTZgHqTiu81XQmMGbokKWXBUE7celcddQPDIxKu0QY7W7MPpW8KkZrQxnBw3IESTpypHXHepmbj5QTgdOmaGkXC47jAFQSDzFHy/maogc0jAkqMk9iaTezgqeM4JJ7U122/KTgEDOKYV/ej5+MYzQMdPmNBl+gqtIwdwOpPv0p00nmfdH3TjJpiscFvlAH96pZSWpBIAiSIBg7TnBqrJEYd7k5O3fn8M1ax5xkXplW/LFUtTmQWKxxvlzEikZ6VlOVk2awjdpHpXgKzFt4fhlPLSfOT9a6aeTg1R8PwrBoVqo6CMfyqWaQZJzXytV3k2fW0Y2SRWlkxkZrJuzuatCZgRms2ZstWNjoK6HZMhHZh/Oumrl3yDkV06Z2LnrgV6GE+FnLiN0LRRRXUc4UUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRTXPGPU1FSfJFyKiruw8cgGhpcDrS9gBWTrV/HYwBywAB55ryE3KR3cqNDSZxcWzSL3dh+RqS9mEMeSe2axfCt2tzoQnifdG0r4Yd+ai1q9KwuXbCha0trYmxzfiW/a4hEKZ3zNtH0711nh7TEstHhjVAPlyRiuJ0eB9W1dZWB8tThB6D1r0+FFiRVGMAVTdtAsVZbXcxLjOazdQhMNv5hiG4naig5Y+n0FbznIPFUpoi3CjJJ49q6cPi5QaUnocOJwcaibitTn4YPMVpnAxGpTaO7HrWdLodrPdxpEdhB3SlOpHpXWRwRWyvEiE7WwMdM96rWVu04kZVAd5drNjGP/ANVe1DERaumeHPDTjKzRgJ4diuWlcsYjngIchR/U1k31jNYsGXfOmdoKrj9K79IrYpJ5D7o9xCkDrjjPvVBYZZb0ZLGKMH5D0dj6/StY17mMqD6nDxzYGZEK/UU4yKdo289cA1qeMpIbSwaKKPdclsKAMYx1Irm7KaaS2DSQyAjvt610RlzGMo2LrABuOCecVE6KyfOvapN4KqwOGxg1XmkyDluMdapkkSypaZIICHqp6D3rWt/JubVZEKSAjqKwJZS24DG0jvVOxubmHU4khn2B3AZTyD9RWTepaV0ek6PqjWFqbdoUERU/dXDE+pPWtnTru1u8hYpwsZyxzgD3yK5KObPysMN29D+NeheG7BIrUMg3BuScgc1jiEoxua0LuVmbtm+YFMbnbjIJGf1qcP8AMdzE/SnW6BEA25+oqwu3uorzzuKlxCk0RUqTkd65HWdJkBScj5IzgrjqPwruiy/3T+VVbuFpYiE4b3q6dRxehE4KSPLm0gph5HMav0LDpzUV9pV3ZWRuEUTIgJcL1C+o9a7uXSl83ftBIzxu4PvXP+INTfSLZ1NqGRl2gqe59a7I4jmdkcro2V2cN5ySEMCWLDrjt6U5X2An5j3OTWZHLJCFx05zVqKR2+8CxOcCujmMeWw+WYiLJIAz0HNQtKWjZVU8+pqyY1cEbCF6njkUC3YoDwooQ72GRARowOfuHH5VmT2qnyVBBadowPbJrXlIjUq3Yc4NZALnV9JVsgPPGFHtWFd2ps3wyvUie2wlbfTokXqFCj8qx9YvfsdqWzyBk1fkJVBz0rzjxv4oW2v4LEIHDsDIS2AB2FfMKLqOyR9XzRpq7O0Zm8pMnOVBNUWcbiKdZTm6sI34J28kdKjKkseKye5sJKcdPSujt2LW0THqVFcyD++KnoBW1pd4JoRC/wB9Rwf7wruwmzOXENJpGhRRRXWc4UUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABTGUvIAOgFK7hFJNLCGZSUI3nA2M2M/SuLFzv7iOiire8yC7uRbREt2FeQeOfEMl7ObCDOWOGwe3pXc+LtSntbSTFvcIMcv5ZwPfPSuL8J6C2r6st7cIfKV93zdzWFFKPvM3qO65UeleHdOGk+FLC0I2ssQZ8/wB48muV8X3BkZLWM/6xsN9K7O/uSqEKMgDHpXDXMX27XIVHPt+NJO8rglyxsdL4T0sWtkJmGGYcZrpQwA5qK3j8qBEwBtGKeRgGlJ3ZIO+elQtuJyDinj3oaoYyu0fQ9DnrWdLp++ZDvlVN25tjYPPX8618cUhweO9VGTQnFPdGS9pNJdCcERhAFjjUfKqjoMVJYxSQ3krTSM0bjecn+IdMVpbKY8QwcDmtqVaUZJ3MqtGMotWOV1HTftOoRBhmVzl8jhVrR1CBLPRzsHzlcLkdB61oizU3zTuQcAE5H6Vm65G+ojyo2wWbGENe1RxKmrXPAr4Vwtocda6UotPNJk3O5IXd09a1n8MKbPzHd2MmdhGMVqQ2QjgMa4PPllieT6mrurSDT9PVmYF4xgIeuT0rs9tY5fY9bHnMWlT3M7xR4YKD8x/l9abaeHpRqCtM5jaNhtCjO41vaNFPHe7jgIMux6gmm3N08VzJNtVSjYGBlmY9B9AKieIUdyoYdz2EK5U8kY4/Gum8PeKLi0X7HcRtIgXCSKoZk9yO4rnJQY5WRgQQc9K0tABa+EZZI1OSWbqfYVvUSnDUwg3CZ6Tpd5POxLXNjNGVypjRkcH3HIq5PfNH/qrZpzjI8og/1riLiKa3dHjLeZjOYztI9vpVmHVJoriN7uDzsrhGVQCPxxXBKg/snbCtH7R0i6rqTyEJo7AerzAUrXOrP1t7OHPTfKWP5CsxtfhRWRLaQyY+6zYH51Rk8Q6ruWO0t7GEnPLbpW+vOKw9hUN/b03tY3T9pkfbLdKSe0MBx+ea5/xZpRbTZDIWlYcjjH5AUk2q+I3iJfVIIl6Zitxn9awtc12/h0maKW6nu2dwgMqgBf8AaGBW1GnKMrsxq1IuLsc8LaJgSVwBx0pqQrBxndg5/CoopsEcEhuSD61ZLnadq/TNelc4CQzlU4BHHH0qJ5PnOeR39qQBWU4LKMdDULMeFwASOCOM0gIWJMjD19ar6Nbvf+M9Oj6iA7zn2FT7mWUYXkHueKveF3jHiy4kx9xAn4964cdPlpM9DL6fPVVz0a+cLEQOuK8D8XSG61S5cAsTLtH0HFe1XNwZN/XPYV5R4isvLnRVGGd94OPevLwSXvNnrY77MfM9E8JRk+H4VfIwuMGrsmyNyCwB60aPG1tpKZxkrng8VnXZaV2PSvPk/ePSjshBvmuGEfG44GBzUkdjdabNGpZuu5JP5g+la+jWaxWyzsPnfkZ7CtMgHqAfrXp4ePs43PPxEfay9BkMnnQpJ/eFSUAADAGBRWogooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKBladszBM8AZNR3c6RWrM5AAHepXQSSnHWuZ8aXgttOMK8Mw2ivInL2lRs76cbRscjq2oXfiDVxZW88v2YEKE3nace3pXoPh7Sks7aG3jGdo5PvXO+DtG8uH7XIvzv0JHau7tk8qRCOMGqbu7ClomyrrmmvBab1lQj07iub8OWP2jU5rtlysR2KfetzxbqTPZLDD9922/QU7Q7X7LpsaAEE8mqmknoTCTcdTTqMnmnMTmmck1kwHE4NNPNITjrTd2aRQ40h60maTOKEBInpRnFNBxmmbs5zVAK5BBHrVV1SGI7P9YWzn0H/16lLe9VpXOOQKcZtPQmUVLRkMzhI4JIdomUNuyOPasq+nlnnM0qqWIGfTI71oSNnJrOuO5Na+2n3FGhBdDPe+ngjlVFUFznd/d+lYaxSy3iBctIzjBPc1rXPINJo0e/WYDjIU5NXCbnJJsznCNOEmkXNTsJ45fNKEqcbiKqpKY2VlY/Kcg13ctvGwUSbRuPSsnVfD8Ey+bbN5cpJwo6NX0sKkbKJ8lOEuZsq2/ih/OxexK6MMF19e3FX4vEemtEGe4CZP3XGCMVx88M1qzJPEyEccjrVZirAKVJyevWrdJPYSqW3O4TWdLdpSbmASFTtYN/CaZ/wlGjQOkRuI8EY3JzzXDeTCJAPLB7jIp4ghxlVUHHHFT7HzH7VG3rXjWJ0MGm27u7AAyMMLkHqKy7zXZdRhaH7MsSF1ZWLEniq6xx52gHg9qXEYK7TtwetV7OwOpckj3LGCwxnvtp/zBGbIUHvnrUSvlSMknPGKsLZz3aYjtmI7sRgVViLjlKlAS3XHequcvsXkKeQTzW1baFOYiZHUDuF5q5b6LBb5ZzvcHHzH+VS5xRSi2culvPdTrGkZ+dtoyMCun8N+GvK1aRrrcjbcHYc81bb7HbXixlwgKbg3XB7VZ0zVzM7TSKA4baQvUgd68jF14TVkezgaFSD5mR64YNGffLcMVZgB8vNcjbfZfEusNtUmCFCp4wSSf8Km8a6mLi4nmLExoMJmpPBunixsRcyHDy/OwNef7Rwg0up6/sVOSlLodZcNb21lFCoeIhQMIAykD2PSq9pax3l58iv9nQZbeeWNU5JHvroRxKSScAV0lnaraW4jByerH1NTQpc0uZhVlyqyJwAAABgDtS0UV3nMFFFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKK+Yf+Eq8Rf8AQe1T/wADJP8AGj/hKvEX/Qe1T/wMk/xquU5/rK7H09RXzD/wlXiL/oPap/4GSf40f8JV4i/6D2qf+Bkn+NHKH1ldj6eor5h/4SrxF/0HtU/8DJP8aP8AhKvEX/Qe1T/wMk/xo5RfWV2Pp6kYkDIr5i/4SrxF/wBB7VP/AAMk/wAaD4p8QkYOvaoR/wBfkn+NTKDasio4qKd7H0vauGM0zY4OAK4HUorjxB4uFo3+ogAdyO/oK8lHibXwpUa5qQU9QLuTn9aij17WIZGki1W+R3+8y3Dgn6nNcawcl1On+0Y/yn03aWixKqBQFXitDyvkPHPavlseKvEQ6a/qg+l5J/jS/wDCWeJP+hg1X/wNk/xoWDl3M5Y6Lex9IXGkxXF2k0jt8vRe1XuFUAAAdsV8wf8ACVeIj/zH9U/8DJP8aP8AhKvEX/Qf1T/wMk/xpvCS7gsdHsfTh4PNRE4NfM//AAlPiH/oPap/4GSf40n/AAlHiD/oO6n/AOBcn+NJ4OXcax8ex9LseeuaZnNfNf8Awk/iD/oOan/4Fyf40f8ACT6//wBBzU//AALk/wAaX1KXcf1+PY+leg4pc180/wDCT+IP+g5qf/gXJ/jX0D4cmkn8M6VLLI0kj2cLO7nJYlASST1NZ1aDpq7ZtQxKqtpI1cn1qNnxmlyB1qGQ5rE6rjWcjPNVZHzxT3fGeaqTPxQA2SUDIqjcTcUsj9earrHLczLFCpd2PAFUlfYd7FTypbmdYYVLOxwAK6/R9Bi0+LfKA9yw5bsvsKsaXpMWnR7jhp2HzP8A0FaNd9Klyavc46lTn06EE0e5lYHaygAehqKQsjfKuAgyCTVys2+lkjvV2PhdnzL2NdLxHs1eWxwSwSm/d3I2tftMUqXMcTNvwB1yOwrNm8L2kwJQGNz12NwPpWnKxlUu2V45UHrx1pk955CJHbRs8jkKzyLhVXvW8MdTte5wzy+re3KYreFeN63T4I4G3NRjwrIwCrdEEkY+XoK3JppVmXZIWBbczBemOgpbm5DyllSQdvu9fetPr8P5iP7PqPoY0PhNVfLzSu2ezAZq1BoNhFvDRhto4Ytkn/61Wbq5eW3MaRyAlh144FQeZMhTYo+Q5G8VlPMYLqbQyuo+hdhsLe3l8tLcHJHCgHH+fWniSFLmYlo1hUbSWcAFs9h1NZkrTysWkkbnqBwKrGMA9q5J5k38KO2nlKteTNKTULWIv5StKGYYA4AA61Sn1KVwFhURgMWz1JNQECo8VyTxVSfU7qeCo0+lxrAsxZySx5NNVdmWDEH1HWpRgn2psgyDjisLnXpaxzupW7ahewWS9Cd7/QV1hxDAkQGAABgVkaRA0usXMnBKgKBXX2OnJ5yySne6HJHYHsPerUXUfKgqSUFcn0ux+zR+a6gSuOn90elaFFFehGKirI89tt3YUUUUxBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfJdFFFaHlhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfSXhggeE9Gwf+XGD/0AV8219F+HJdvhXR8dfsMP/oArjxnwo78B8TNd3wcVAZDk+lMaU85NVXl964T1LDppMk1QmmxxSTXHJANQQwzXtwsMK5Y/kB600m3ZD0SuwiilvJxDCpZ2rrdM0yLTocDDSsPnf19vpTtP06LT4NqfM5+856n/AOtVyu+lRUFd7nJUqOXoFFFFbGQVl32Dej2UCtSsm7IN83sAK5sX/DN6HxE6LnHFThQRyKiiPy81MCcV5x12F2A9hTWAHUCnluKic5FNEsjkK4xiqcgVuQtWJGwKqlutOw7EEgxmqkmM1akOe9U5CO9K4yMng1ETzSseOtR5wasCReaecEU1SKcMk8c0xbGhoWlq0UkpO0l/vAcmuiiiWJNq/iT3qKyg+z2cceOQMn61Yr0qdNRXmcM5OTCiiirICiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPkuiiitDywooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvfvD748NaT/ANeUP/oArwGvdtD/AORa0v8A684v/QBXHjLWVz0Mv+KRqSy1TmnxxmklJ9apTMcHmuA9Us2ltPqFz5UIz/ebso967DT9Ph0+DZGMsfvOeppdLt4YdPiEcYXcATjvVuvSoUlGPN1OKpUbYlFLRWxncSilooC4lY9xzeyn/axWzjkVjz/8fk3++a48Y/dR0YfdlmPO0CpVaoU6CpB0rgOocxqNjxTmPSom6GmwIZTzVWQ+lWJu1VX6GkgIXJ7VVfoasv0NVWNMCBqTHNB+9SrVgPXpV7Srb7RfpkfKnzNVEda3/Dyr5UzY5yOa2ormmrmVV2izYopaK9E4riUUtFAXEopaKAuJRS0UBcSilooC4lFLRQFxKKWigLiUUtFAXEopaKAuJRS0UBcSilooC5//2Q==", "path": "030081.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030082
Women Tops & Tunics
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", "path": "030082.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030083
Women Tops & Tunics
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