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.
030384
Women Tops & Tunics
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", "path": "030384.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.
030385
Women Tops & Tunics
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", "path": "030385.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.
030386
Women Tops & Tunics
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", "path": "030386.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.
030387
Women Tops & Tunics
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", "path": "030387.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.
030388
Women Tops & Tunics
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", "path": "030388.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.
030389
Women Tops & Tunics
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"path": "030389.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.
030390
Women Tops & Tunics
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", "path": "030390.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.
030391
Women Tops & Tunics
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h7VX3nOD19K1W4BNQPGrk7lB9686rlkHrTdi1N9Slk+lOByKsm3UD5T+dRNGR2P4V51TBVqfS/oWpplOccE1RIyavysBwf1qiflbOK5rNaMbQ2RPkPtzWlpSm208M45YFyPrVZUDocnrxVqaXZZy7fZK9bLKerqfIzk+hUt23Xqt1+YtWlay/u5Wz/Eay7Y7Mv6DAqRZtls4z1NesiDVti7RLvf7wyPmyPwouQ8VvJJIwVAOTntWfdX01vbxCONJYGGUZOoPofT/PSs+4uL/UYlSSPEIOQifxH3Pei4FjSbhHv2VM7WjOCfQH/wCvW3WBp8DW2owCQbXdW+X0HFb9fE59DlxV+6X+R6WFf7sKSlpK8NnSFFFFIYUZpKKADNFFFAC0UmaKAFpM0UUAFFFFMApc0lFAEtFFFUQFFFFABRRRmgAoozSUALRSUUDFopKKAFozSUUAFFGaTNAC0lGaSgBHfy0Z/wC6M0ml3RubRixyyOV59O1OIDAg9CMGqel28lpNcxt9x2BU+tfV8O1ocsqXW9zhxcXdS6GoX2KT61GNztmg5d8dqnVdor6c4wXEaZPFZ13d78hT8vrTruZpZPKjBP0qSDT0X95cYYj+HsP8aQFSzs3nYSEbY/7x7/Sr8UiG4MUbfLH8uAeB6/U1Xvr/AGRlIjjtmk0qAxxeYcgv8x+nYf1/KgDRptLmjrTAjIppGTUhppFAEeKOlONIfekIcJAcbxnHQ9xTucZHzD1HX8RUNIGKng0ATZDKMGmkU3zFY5cYb+8v+eadz1+8vqv9RQAhAqNqkz37U1hmgCIhW4YA/UVA9rbucmJc+oqcgg+1NII6VEqcZfErjKRtAsnysdvoTmi4j/0copzlt1WHNVZnwKcYxirRVkFymxZRtIxioJCShXJGR2OKtM2etVpVAG4HpTAda6mDbfYrlMPuyJD0b/CrFo/lXSqeAThh2+tY8qrKgP5VE1zN5YjLnC9DnnHpmlcDZs7j7Z4h3g/IisF+g/8A110Fc14cjzdyydlTH5n/AOtXSV8Tn074u3ZL/M9LCq1MWkopK8RnUGaKKKQBRRRQAUUUUAFFFFABRRRQAUUUUAJS0UUAS0UUZqyAoozRmgAoozRmgBKKKKBhRSZooAWkzRRQAUUUZoASiiikMKKKKADGaco4z3NNHSraIB8zfhX0XD+Ec6jrPaOi9WcWKqWXKEUe0ZNRzyheAagvtUgtV2lsv2UcmsSS8url8qBGp9eTX2F7HDY2UubeAE5y1QzXbTg87U9KoxW8jYyHYnvir8enzSKFYiKPv3J/CgCtBbm+uduP3Scuf6fjW3jaAB0pIYY7eIRxjCj8z7mgtk0wFPWkpCeaWgQUhFLRQAwjmmmnGkNIZGaY3SpDTCKAI805XKHIOD60hFNoAn80MfnXB9Rwadw3Rgfbof8ACq9LTESspHUY+ophpVkYdDSlwR8yj69KQyrKvFUJs1qOEboSD6HpVaa3OCcAj1HNAGUWqJ+eKllXDHHSoWyKQGcu5WKHtUUmN3FTviXj+MfrUB4pbgdJ4di22UkmPvv/ACGK2Kq6fD5GnwR99gJ+p5q1X51mFX22JnPz/LQ9ijHlgkFFFJmuJmgtFGaM0AFFGaM0AFFGaTNAAaKKKBhRRRQAUUUUAFFFFAE1JRRVkBRRSUALRSUZoAM0E0lFAwooopAFFFFFwCiiigAooooAKKKKYEFzcx2qh5XCoOSSfyqHz9S1JcW8f2eE/wDLWUYJ+i9auNYR3EkMkoB8pt6g889qvce9foGVQcMLGLjy/wBb/M8ms71G73MqHRreE7pC88h6sx6mrkdsi8JGqj2FWC6joKiecj7oAr0TImVFUUyS4jjBLOBVJ3mkOATSx2G47pDk0wFa8aU4jU4qVSQBmnFY4hhQBUE04SWGEcvK35Ack0AWSaUU3mlxTAWjNJRmkAhppPNOpp60gEJqNqeaYaAGtTKcelNPFABTqYD+dKD7+1MCQUMOKQGnHpikBAwyajdivSpjwM1C45680AVZNrDLp+IrLvWMUDPF8+0jI74zzWrJ9KzJRhzg454pMDIuCVZZF7jBqWIpcMhY4ORux3FRuuRLGBgqcgVVVyjZBqZK4z0GKWOaMPEwZT0xT6xvDzySW8rsPl3AD3NbIr86x1GNDESpxd0j16UnOCbCiiiuM1CijNGaACijNGaACijNGaBhRSUUALRSUUALRSUUALRSUtAEtFJmkqzMXNFJS0DCkoooAKKKKQBRRRQAtJS0UgEooooAKKKKoApAM8UtPQZya6sFQdevGmur/DqZ1Z8kGyeMqAB1pxcLUQ44A5p4TPWv0dRsrHkEZZ2PHFCwFuWNThQKXIHU1QDUjVRTJpggwOtMmuVXhTk1QeUs3NTcCYzBVMjnH1qlphN1dyX0n3eUiB/Wqep3eUMYYBcZYk4AFS+Hr+DUzJLb7/s9t+6jBGAc9WP17fU0r62HbQ3dxPtRmgnNNJqxDwaWmA0uaTACaQ0pNNNIoQ0xv5U4mmMaBWGnrUZIwfp/WnMf5momPP8AwICgQ7OGP1oB/wDQc1GW6/U0obrj+5TAsKeacTx+FRKefx/pTt3y/wDARSARjyPrmq7tge55qVjz9ciqznKj8qAIpPu5zWZM3zmr7uClZcrZY1LKKE7bLzdnqAf8/lUc0Sg7wPlbkf4Ul6T5wIHAUVLZzROyrMpaMEFgOtRJ2TYjrdMhEGmwJjB25P1PNXKajpJGrxkFGGRj0p1fm2InKdWUpbts9qCSikgzRRRWJYUUUUAFFFFABRRRQAUUUUAFFFFK4BRRRRcApaSlpgPoooqiAooooAKKKKACiiigAooooASiiloASilpKBiiikooYCd6twp+6BI61VqeNpVAK8jHQ19Dw5G9eUrbL9Tjxb91InCgUF1UdaZvkPBiP4Gljh3HLdf7p7V9kecNaQ/wionEj9TgVYYY6VVnLgcUDK07iMHpVB5+DgEt2AGTTrrcv3iAfTPNS6dFiNpW6twPpXBj8YsJRdRq/ZeZrSp88rHB+KJNQivIYJ4/LtpAryDOSwJxj6Diuz8JWIs9JLlADO5YHuVHA/8AZj+NV/Feni70zzQuWiPP+6ev9K1tEZjoen7xhhbxgj/gIrPK8X9bpe0e+zKrw5Hyl400040016hgAbFLuph60mcUmBJmm5phaml6Qxxb+lMLd/8APWoyxxmmk4BoGKz/ANRUTPwSOzA0rHBP1zTOMj0PBoEAJ3kds5qRBjBP+6ajHp3HFPDdPRuD9aBEgJ/EUu7H06j6VHu7dDTWbj0H8jQASPwRnA9fQ9qgd+T2PcUrN/8ArqpNKFBpMZHcSY9QfbpWfI3zU6SbJyaqyyMFJVSx9BUjGOQztnkdKrtGYm3r0q1HblgCDjPY1L5G0YPOaQjV8OXbSiWA5KqAw9q36y9FsTawPI6FHlP3T1AFalfAZrUp1MVKVPb831PWw6appMKKKK843CiiigAooooAKKKKACiiigAoooqQCiiigAooopoB9LmkoqrkhmjNFFABmjNFFABmjNFFABmjNFFABRRRQAUUZpKdwFopKWkwAAscDrV5FwAB0rLupWit2ZGKucBSOozS2+ozLgTAOPUcH/CvqMgxFKjTkp6Xe5wYtNyVjWximSAsOpHuDSRXUUo4bB9G4qQ/Svqo1IzV4u5xFVpJowcDf7McfrWdeXkpO3ymX6sMVpTMuCCDj2rKuFTcSu4H3FDBFSDdNciN4+DyWU5x9c1rABVCgYA4FULEHz2zz8tXxXxef15Srql0ivxZ6WFiuXmGyxpLG8cgyjqVYeoNSjamAgwoAAA7CmUZ6VXD2J9nXdJ7SX4oMXC8ObsWDTSKUcilr7U80iIpCKkNNIoAjYVGVqYikxmkMhI600jmpivWmMtIRAex9sUzGSR6/wA6mK9R6U0jPTqDkUAR8nnvS+/Y9frTsZOR3pPcdO4oATtg/mKaxOOfz9adj0phAHTI9jQBDI3Hv7Vm3UmTjNXrhsKc4rKlY5NSxoqysarA38cxaLyXjP8AA6kY/wCBCrEgAdSzBV6kk4FTknZwAR6ipGVmnvCMLHBGfcl/8Ku6NHcy6rCbicMoydiqAMgVW+7yxAHq3FXNGkjm1ZEjlBZFLsF546dfxrjx01HDzbdtH+RVP40vM6uiiivzq57QUUUUgCiiimgCiiigAooooAKKKKACiiigAooopgFFFFAD6TNLSUEhmjNFFAwzRmiigAzRmiigAzRmiigAooozQAUUlFAhaKQUtAFS7OWiT1Jb8v8A9dIgptyc3ePRB/OnIa9rDK1JHFVd5slzjtVeee4iUmGRlPt3qzjPSmmDdXRGpKDvF2MrLqYN34l1aywxhiuIx94FMH8MVNoPiW5166dDaQJBGmWcZzk9B/P8q0ZLRWBDKKr29sdOMjW0aKJG3OuPvHpmt6mOxHs2oS1CNOHNd7GosaqxYDBNOqvDeRynacpJ/dbv9PWrFfN151ZzcqrbfmehDlS93YTtSNkKSOo5p1IOlPD1ZUakakd07jnFSi0ydDmNT6in1FB/qgD2JH61MBzX6ZTmpxU47PU8VqzsxMcU0inn0FNIqxDCKQDmnmgCgBhHBpjLxU2KjakBAw71GR3HapG6kUzoc9qAGnnkd6Tr8w4PpSkEdOlAGeR1oAb19qRlIHrUoweopsgwvBoAyrxiBisx+avXjfPVUKGBFQMy9bKDSCjru8x1UAj8T+lYCFIkAwAPTNaniaQx2tugySZCcfhXPRuZG4HmH17CvGx026tl0Q00aUOG5A4rpvCIH9qy4HSEn9RXLxxOeWzn611Hg9GXUpSenkEZ/wCBLXkYtt0ZehtR/iI7SiiivnD1goopM0ALRSZozTAXNGaTNGaAFzRmkzRmgBc0ZpM0ZoAWikzRmgBaKTNLTAKKKM0AOozSZooELmjNJRQAuaM0lFAC5ozSUUALRTaKAFopKKAFopKKAFpabRQBUYg3k2eoVcUiZ5q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"path": "030391.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.
030392
Women Tops & Tunics
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", "path": "030392.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.
030393
Women Tops & Tunics
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", "path": "030393.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.
030394
Women Tops & Tunics
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", "path": "030394.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.
030395
Women Tops & Tunics
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"path": "030395.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.
030396
Women Tops & Tunics
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", "path": "030396.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.
030397
Women Tops & Tunics
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", "path": "030397.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.
030398
Women Tops & Tunics
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", "path": "030398.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.
030399
Women Tops & Tunics
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"path": "030399.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.
030400
Women Tops & Tunics
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"path": "030400.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.
030401
Women Tops & Tunics
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", "path": "030401.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.
030402
Women Tops & Tunics
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", "path": "030402.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.
030403
Women Tops & Tunics
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", "path": "030403.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.
030404
Women Tops & Tunics
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", "path": "030404.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.
030405
Women Tops & Tunics
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", "path": "030405.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.
030406
Women Tops & Tunics
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", "path": "030406.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.
030407
Women Tops & Tunics
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"path": "030407.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.
030408
Women Tops & Tunics
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"path": "030408.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.
030409
Women Tops & Tunics
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", "path": "030409.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.
030410
Women Tops & Tunics
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", "path": "030410.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.
030411
Women Tops & Tunics
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", "path": "030411.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.
030412
Women Tops & Tunics
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wKWSFbW4DOWe2LZDBdhfHoDyK3m8VBLY2cStFESqkIOcDnPPfOOfQU5N9EMyxY3r3bxsIStu6Qs67UGeinnGfXPtW1po8tpjC8n2ZcyZb5SxB+U8ZrT01Y/7Du9TumhleSTzRHI+WZgNuOcnByePT0rL1ULcX5FhA1vZv8g+Xap4zj3Gc1nfnbVhXGwobsO01wWiAD+ZvwYx1K/TJ/OqN3rrqMW6eSkcoZEXgkjuT1J+tUmiuTIFGXIA2nPbFWfsaJaSy7UklciMlwcISDyPf61XJFbgWLTX9QLM0YADqQwHQc5yB0/GpNIvXtr17k4lwDkOeOncetLZ28FmrrIjEbFc7uM56ZHpQ9rJNfwsnliPepDRyBiqlsYI7/Ws5KLukgNXUtWuJNIMd8RGHkz5QTaxx/DxwVqnaOYra9uhNGSqkGKf5iMDg7TwQPfuBWrcrJqZmgtxk2wPK/NhsdMH6f5zVeWz02KI/2mkxml+V8tgjHOcn2rng0lZIDmrTVZtPaWNY496kEfKCG6HB9RXTRadH4mU6veHayhUbJ24A7frVS0axUyQSWStAQGRSxTA3cDd7Z5IrXhn0y9MRIjKKjF1U4AVdxXP/AHyOvPNKrK2sVYpWKFmba2wLUiOckp5jqXLLjnjpyKsrcw6SyXc08kkjkESKuPLXpgZ6Zx+VSWeoW7JZ+UiRXFw7oCDvMYUZxk98H9ay9RuNRfVp7Ge3ea3Zgm09WGOOnTp17VKk+blYNBb3f/CRXdw96AXLbxxnC+uM89Bx3rtdd0ZNe0yBbad2tIlRPNkB3qBu4I6DAAHGOgrmILq7a+MMlpEieQXjYHIj2+3fgj9Kzjrmp2EN9BCFzOQwZmz5fO5sDPfjitE+Z8q0Fc6ebStDs4ZbHT4M3ZUIRcEybmx14Bxxnpj8K5VE1vULfU7iKea5tLBwbjIx5Y+6HI7nrx6CqUXiGZUkc3jrqLOczK5XzEP3lbHc5/IVq6Br7WCX00N1FbJ9n2TCJAWn+b5Bg8cE43Y+vWtIq3x6gQ2Go/2VPDeWmobbeGQNh8YZiSc49Aee9bV/45h8SX5uZo4kuTD5bNnJODyueMA56VzzeFrz7bFZowuoirbCNqlHBG44zyoY4z7+1a9/pmmeHrU21va297dtMN9zKBIkYwDtCDoS3BJJGB2qZKPLyt7gZdxaQ3Wqtbsm2CFMSrFknCYL9ASOO+MDBq34k8JXXhxdOuHliezud7JIhG7aeE3L2G3Bz71SsbsWRv3t57iKWYLbwxQqE3IPvNIR2PTaPvE89KZPqF1eh7ww/b4hJyUQlVLEnGewPpWsYpRtECg9oJrF7ixaaeRGIuT5W1Yh/CA2ec4b8qxnMpke1cE878KuTnHArpbfyHZ5LeFbd7hceSGLKrfdJGfqeO1Y0GNPuJJZWM0yIVVw/wB33P4VKlZtJbAUUS2a0QABZQfnYsd3PfHtSmL7XfqkbhVyI4ywxwPpWhHZWk63VxJN5e9VWKHHzgtzuI/u8HkdyKryQxR3UYimWJxu3mQcLxkYI9enStE3t1GUnjZ5m3TgvjJLD7x9vWo2Ei4mXojcE1oiG2uLYXDybn3hREh+de+fp1q3BpV5Lb+bYSSzJ/y1WKPdtXHJPbgGhT2TC50ej2zrGwjki+aTKyO3CqeOh6c44r0rSra01bS5Y7meVbaHDbYH+Z2XPAz+H1xXlunlYNM+07X3K+58/dVc8MPXpXT2N8HiaBlMZYeY2JfnwR94D6Hp7153POEnPcvyO+uPFtv/AGha29l5ziNJU/ejITcAdxHXjkY+lc9rEula5cGSfUJPOVjxHH5ZJAxk4464OfasHUb+0W6WaVZIW3Bo5oyQHZQO/UcjOe1Y8V2l/uu2HzBjh1yQ5PLL65A5zVOrUmtQ0RZe0uNPurjy5IoH8xJY3uujoR1DHIBwD+VVpbi3nuX84ysjAMQWDMDk9Co5/wDr81saldpf2cESsJGEKtGsakJ5mQvB9wevFYMN+8V+jxR+Y0UhMZmQMWYY5br0xTsnqK5PZ6umn6qGdF2oTHuKAKQQB09xn3/Kuy0vXZ5r2OztbYylYlh8iKRssgO4tg/KOgBBJJAHrmuRv0jE6ukV1KZiFlBQBFYN1UrwRjoT0NekeGvBFrqssetQvLEqyMgimjKrIh/jXB9DjjjK9K6qEGn5Az0+zx9jhACjCAYVtwGPfvVio7e3itYFhhQJGvRRUldYgooooAKKKKACiiigAooooAKKKKACiiigCjq919i0i7uc48qFm59hXyhe21xf3ixhstKxlkb3PNfS3j2+hsvCN75sgXzF8tQe5NfPFxexIGMS7S5696wqX5kbU9IlZYUsU3B90n8KDgDHc+tRTzTyQMHbljtH9TUdzJvLMSfQD2qFZzgLtAHvSsUI2F8sKR97pmpolKyPGc8HilCCZAFbAU5xxVmKNVfc3BPek2UkPhbcAzgFccj1p22XzMLgr1XBxik+zNsK5/EU5o5MKFI3D1rO5oolqOSTADKSVHTcOlXILqaP7pZk67W4I+lY5STbu8sZB4KnOR6VIl20WNxOKdiXoaU0QuiJFKuVJ+b+ID1rm9YkkV2t7qBW3ymRZthyBjjDdSPatlJ1+8hAPcZqWe3g1O2MU0fzDJABwQfUf1FXCVnqZTgpao44lZBGoZtsa5cyY+8xG7GOcdKhggubp2SAFgr8Dd69MVPe2U9tO8bNGwAJBXgMPXmrOgQFtTiYSopyRktjGR1966HornMzcuktTo1tps4iWbYJJGC5cOOvOeCc89uK5y4gt4pY9rse5LjrzXZzabeyXDoWiMEalY2KZ8xc9Mj8T7Vz1/pctlJJbbCF2As5OUUntnv+NZ0mtiblTzNxZCxckYO3+If/AK61LQzT25ijt1/eMVy7HavToPX0rJWXylEcAZZcfNt+6avJqd2tuyJGquOSAMNz/F9TVyv0Agu7SSytxI9wpkDbSA3zDnke2Pwq5BrRgVI7ZUXywCFbuxGG+p5rPvLG4SOK6YljP2J5B9DWaZHVSwPQ56c0NKSGkdDfeIL0xvboQPNAMgjO1c59B144OfTNZJnubZcs7KrHqOn4HtVZrp5iG+VWxgt/e/CnW0nmlxIPlC8qxIHr+dSopLYZoyazLKxne4ZZmIZih27scce+O/etOTVWuNPWdoQZQrIJA2eQOrDp0/OuRklGSFGAejDnIrZ8P2d3qcrWtlIqgI0sglYBdqjJPvUzprcLBLObiW0Ek0sqJ95PLxgnr057Dn2qw0EguJQrCBEQhgZBwx4OMZzgd+tS3+gahFJJNIyP5bruEb8DIz36n1564p1hYPq2oPb28LxCZjI8smQqADqOMD/GleO99AsZF9KPNDW8yqAfkVHLbTx3POferltq9w9yonvZX2gLtzgEejetSX/hoWNrtkvlN2uT5QXj/vrPP16dfSorjw9JatayRXkUjOm+QjOEfrtBGSSB6UuaEhnR3unXZ0sazFcSGQRbZIrYDaIgOuT3IHIx3rX1HRbZbOwvVZJ4v9Zc5cBVIAbA77TwPoK4++1qATNBZXp8pI1JLofmwvzDjgZParen6qbd0jv5GntwWleEpgEso2/XBArlqU6jWg1YsQWXh2XXYr6/f7LZcmWKFSWeQ84Qe4J+mK5fUbq0DS2+mpLBBLJuczNk7QcqvHbGPqa0H02fVJEggkJuG3TkM+NrbsHI9e/HrXRwaPoD2wsb+4tPtquN80K4X2w3cYGT7mtFU9lC7uwtdnOWKS/2Qbu5uZs3MgSIg5YLu5JPYE5FdLDqstrLFNKkTx/ZwjW3G0KWzhhj5hkfz9axtYs7fTHuraErJCSTI8ZVSQBwqLngZ6ms17nU7lInuLckeV5anZhlA53Z/Oo96a5ovRiNPUdPuXEl1Hc28nmFrgRRLgj5uFHGCcNnHTA9qp6f4c1Uxz3EcU8KxRl2mOVWMcgNnsNwxn1706wuJ5bc2qQzX/l72RPmURoB83A/h/wpWupLu3tg0t286jyYDHKdyjOQB/s5z+IraOgjIRvsvn21zOfObqS2U6E4JHOc7cY455qlbfbEu/KWN3kXIMZGc56jFdPf+GYbJbO8mvGmtZwHLCMrt9QWzjd249axbm8SIotjZ+TLI4JAJbOGyMZ59K15kBrRXV/qgu5dStHlS1jQvhQrxqg2qo6EDHp6Cs4rZ3OoOgR8SRZGCGJPXGT0+tOGoaubK9RZEZZWDXPHLkHIyfTPastAZo3lkITjaAoxz2J9qi13zXA0719LjsLeGzR/tLIPMKHIB59e+ccU25u9RsrJLKG5kiguFBMacbh7nvWSR9mnRGJZlw7Bex9CauTXbX+IRFGrqCUO8ggdcc/Q/nVtO6sFjtdHhSfSruBykZCsc5z5fYcnv/npWTFdS2Or3MMyOZoyFVwxAXHI49Olatk32mFopFlaVYMyHBO08fPgH5sKPw966G50K0jQ3WoSXk1l5EQu2gXYJW2ny9jHqvQk+pArmp07pt7Fs5i3vGubfy7h1MZm2lXIATIzuDdR0Oc8VQuUaAGW2YRiIhPKZiWUHqeBg98+xFdOnhCI6dAbe6uI3a3jnkM6gIpfACjaCWLc4U9MVy0sV7bTTQXUU+Fl2TOPnAI47Hr/AC6VTpOKuthGhDdTtpQt7qGZYIxuSRByjEdAe2eM+1R/Z7iz015rQs6b9jktvYZXOOOAvU9jn6VI+pvbSNEJPNi3EeTjG7nB9wOBxUWpXNjLcRiFWgVnZiu7dk9sY9Rj6EVlFu9mtANrw/PKyo0iOFB+cFgFRjxu7jPPpwTXtXg7VlubC1s1n84rb79x68Hbj3IOc/1rw7w3Cl5G5MiwYix97arEcgk/WvRfC+p6ppzSWz3kL2jEFbkoCIBjJAOBk9Sc9evtWlCpaTix20PWAQTilrym08cOmsW0KoEDLJGp25R3YFlYODggkd/XPFej6Tetf6XBcPFJG7INwdcHOBk49K7IyT2EX6KKKoAooooAKKKKACilxRQAlFLRQAlNdgiFmIAAySadXLePdaOk+GpzEcSzfulPpnr+lJuyGldnk3j3X59d1WULIfs0RKRR9go4z+NcIsallUsGIqxdXbs5C4IHU1BZs80rYJ+XOcDFc129WdFktEVZwqyYJOR7dai5PKmr0ko3ENkn0IqENAT8uQ3+0KYEUa7j8ww3rVqF5YztbJX9RQqDIYcfyq0qpgZ4z0poL2JYpDxuxkdx0NWSqglgvHcf1qk42D5W5HUU+K6AOCcVModioz7kjqEUsvB6kEdarFt2RGxX1BGcH1qw8hU7SOvQ1VyrHKths4x2rNM1aTREXIZSxAycHHQ1at7wwTKxJaMde+33qq6K6tlgjN27GmRQsfuuCc8FW4zWm5i1Y17/AE6HUIMrgSKuUIPU+lc7Zwpb3wj2ysQo4I2/N3/AGt6zuSIxE7bX3bg+PusO5p+uTr9m88KVllODjHTA744/Pmrpyfwswqx6ogtNXkgufmG5l45HQZyQcdqZqk5uLAyQ28ICOwkxzkcYPJ9SelYsVxJHvKKp3xmNtwB4Pf6+npUayFTgc47noPf61ryK9zCxoxQ2kGnySTyFLhv9WAM4H0pYbWNp45mlx05ZhkkduKxncE8jI7Yp0yT2wj3Mqh03KA4OAfUDofrTaHY6iee2hdGu/KvSz5UI5AXHfjrx7etc7st57q5Mf7qMkrEu/cD6ZaqSMUfzW3ccZ6c9qtvPavasRGwkZs5c8fhUcvLsMintPK4ZQDvxyw5x1zSvBdJL5kUbvCPmDrzxipl2Na5RAPkPlk8szg/rSXdxfpZW5uD5cRcjauNw+o7U7sDPZUVirEjHJXOMUlpfy2kjtCxXcpXIPOD1/OpUjivJcvMybvmcqm4nAqO8sJLFkSVWV3RZAGBGFYZGR9Koo6Lw/wCLL2DVFSZlmS5O1/MOACcAN7YwPwrvNRuHuZVhnJDy7sGAYTGAQWz1PTjjnivFxuHeum0Pxddac1nDdHz7G23Yjxz8wI/HGc4NcWIw/PrDcadjdutIuLhpJXuldnjCea54c47HsAP881nWl1apGBO7RQfZnfYX2iV/RcdD2PqOK04fE66r5s8aFfsgUopO0f3QSBxjHGP1qm1/bahZLDLarKIcbpHUADn5gGA4yTxWcVOKtIWhy8t7FHqclx5G1GG3b+XzVuaXpFtq0Nl5lzKtyVklmYsMBQcL9MH8earX+jebCDaWqyojZ86HPKY4LKeQR0NZlit9HfR/YomklZ9gjjBLMCOn0P8ASuv4lpuI6XVru3067ltbFndCAwk435ByCT1OeTisLVry4Nw6+eXjZslgoUseMg461tLYnzLSSWBpbnBlmh3dNucBueuOefpXOvZahIzO8MoQk7X28E8EjjjpzUwlG1riLMs9xKYrvYoDuV25OZO/Pc8mtUT2qCVFmeCZCGZkJwSfvcHjrRJfw2UVnJJAzyCIHzG5VSM4IHqfSssvb3lyHmHylQ5VPkGSDkDrk5xz3qV7yuwLFub/AEu+UrcNE6rw8b4PzjOfpg9KupdtLiOKMQ3Mds8pdiMu3c5/3c/TJxWUIZ3uDtHlPneFHBXHOfwAp99OlzGIVlVowxn3SKNwY8kMwA79qfKpagV/PnMawxu0vlycAtuUDrwOwPrUc+osh/cxIsi8btuCvfjHfng1Vjmw4R0LKzchWK7h6A0oX9/G5RdvG4M5+b8e1a8iGWY7p1tpA4X5xn7xyT9KrSHzoxGNscqMTknGc44OasXskS6g72oEVvNkpGr79qH+HPX88VnyBg5Dgg7s5brQo2CxbgjFtIyyZYKfmIHDe/51E8jT3TsNnzYAC8D/AOvTzdyHakZLk9B1B/CrDvDEypjY6j5nA53e9DdmB226/TUIrqTRIIrT5Nkf2dgihxjlh69e4yeK3o9W1CXSn824gaONFuYh5bNJ8j7Il3YAZd/O3B4q2up3upeH40sVcR2+8m0tVLMihgQ2OmRkEAZxhTwanvtEuY7qFRBAjeSkQG9vJDqQ8jHPPAZfTJwOtFuwyez1e0u5ktL2K23wwq9ybhQrAgMxVV7YYgdeh+tcPHfQtJJZBvs1vNK6P5y4WMFyQw65Izz/AFFelWFhpOkG/LyJvsi7wSXch2yOEBLjaMOM5zzkd+tYXh/wLqGu6JBqV60VvDcwiJCsY3BDnqO3bOecn8abhcDg9Rs7K0srJ1ujJczFlNsEIaHBxy/Qn8O9ZsyMbPymJ82NuF2n5j9c8deldX458Jvo2obYJf3IkQJk5AyCQN3PI6HODyvWsR9Mg2tIsk0bRgMYnAJcZwfm/wDrd65p+7YCfR5bnT9OuQsYYSxk7QwzwOT7/Sui0jUJnFzFAkVurwvIzySkINqgnA79QCO1YDhYRJHaGUKxBdZGBKnqcY69unauwtYY4fD+kanKSfJkzcsAJGaT5lSPaOmepJwPuisqdJSneQ7mLFq1ylw0M1oVfzPKfaoZc4zwMcdWP/6q928I3kd3oMLxz+aqfJym0rgD5T2JAxyOteK2cTa546hhjUu0sfzyuoKRt9Cflwfx7CvatNtNM8LaWY2nCABfOd3ON4Xr7ZxmuqlT5G7bAb9FVdOvotSsIbuI/JKu4VbroEJS0UUAFFFFABRRRQAUUUUAQ3EgUKmfmc4AFeJ/FHWXv9YTS4cGG2GDg9WPUn6V6prOppp1re3z4/0aI7Prjt+NeAXUjXVzPczt+8kYlmz09ayqPQ0prqc/coVBRBkjg4NbPhrTGmtp2KjcRwCOtVo1W7uFgt4y2TjgV6RoGhrZ2o8xPnYdDXPOdlY64U7u7OFfw/cPIWMbtk8BRVC90mW2UF7XyxnqBwa9qiso1HCCornSoLuBopY1ZW4IIrNSZq4RPDo02OVDYPpUsTAqV4BHUHtWz4j0OTRb0xuCYTzG/wDs1iMjI285B9a2Tuc8oCPvUj17H+lVXJB6fSrmcr8vPbB6VWlUlckZ9xV3uRYfDchkEchyP4WpWtWeXKN0qg42NnnPf0q3Z3vlEB+VPaspLqaxelhWLxkrIRgHuKgaSBXJZVznGUzzXQJDFdxB4SCvfNYl7AkMpVoyhznI5FVFp6EzRJaPErfu3bKtgK4FWJdjIYXG2NydpzwrCspYyJHdHBXjgcEcYxWjOG+xLIOcnOR69DVLR3Rm1dWZiy+ZDM0b5VlOCKrszE5Bzmtp4G1SJ5VObiJee+4f41nxeSqOXVmmXlQBxjB3Z756Y/GupSurnK1Z2KXLsBtLDOMD1pUeWO3kh2psk2scqC3Geh7dTkU9ZprF4by2udkh3bTG2Hj7ZPpnPFLDCQkN3cq0tr5oWQI/zdckfUjPNIaIfNOcMC8YOSpJ5pqEFwdp2HgjNaV9dxRX10LEOttcbliJUK4jYj5SBntx+tUgqwSXEcsTIQhCiQHIJxj05xQAxlUwNOsojKjhB9aqy3Es7bpGLHrzWjeTma0jg8pQTtCbYxl1Ge/U81neRJGEkkRlRxlGZSAeccfjxSQAySwO0W7GQM7GyD37USSkqNzsxznk08/ZxCzciXsOQAf6jr6UWlnPevIqRs21SxI6AD3oAuaa1rDGbidAzZOwNGJF6Y5BPA5HOKqTWs0axP5RRJsshOORVqO3+z6okVjfQyMGAW4ztjOQOu4dAcjmtC30fU9TvDaI0RXmZGztVwxCll455GD7ik5KKuwL41vSZNKsrK0s5hNEVZ0jjAZyB8xLd+AfzqpPrkcsCW0ds0DmHypV6eZIWBBx9MCt258HLp5aeC9aAxQNvfYDt5wCPUnmqcXh3S7szQrFqN1cRwmRrgNtVnxuxjHfp161yRlSeqY2n1LGn6jfo7W9tdtbom4KAu8TsFwwbg570ttqS2VtI17BFHJIAVaNACp6bsdNxz9fwqrfQRWthBZrKkLojMXXc7s5AJAIHNc/c6v9oaFHdyiRIgdiSy468D16UKHOrX0EekWb2C2rXOl23m3Dpui8wFg2cBs9ievTpVG41G+vbNFtYTAPmxHAvMavlTkdcnPWuItddutMlha2b5EJAGCAyk5IPtxXY+GL5bm5utSnSJLh42ZQ6kK/GW6EYJGMY9c1zVKHsvfvcd76GPqDX9pErXkiuskO9EwPk6AAA/TPHeucEG28xK+8GRV/dtu4J5APr/Wum1S9sppllDLczRRiGKA5cD5c4b2B44Nc/JHHd6g8SZCnBQlNpY9yR65rrpO0bsktx3dvpl5JbQeTdHcMSOuQpGenuCRz3xWbLK58mOJiJGY5dj94HjJz+PP1rSkij8iGSee2JiVYhGchyoJPXGMdRnrVG4njd3YqGBB8th2ORz9B0FapoCA2h4V5FAjfafnwcZ5Kj8KgvJQ9xje7xxjYhZQpKj1x/Oh5xtOQWJyTn1NNluWeKGLCBY8kFVwTn19a0Qy5YyxSTKCoMskqRpnPyLntj+dWby5QF0MCmRjzJIcsfQAen1rEG8tlCQT6HkV1PhWx0pb2eLXYpo5JkdLW5c4hik6FpARuIBI6dD2NKwWMuJmjR51k8qQA4UjPtxVOWN0G5+Cx9c5967vxFYeF9K8FWSW06X2sylmmuoLjMaHP3QuASMdyB16npXAy+V55YFmhHocnpSUX1A9s0/W7nQ9RP+kK2k2tssUKzjyiFc5VwRyDu6j0A9qi07XdSvJbXVrdRNKJ5HeMP8+zBdwm7nJDZ+pA9K5+7v8ATL/R7i9vmlmv7qR4jBJMztbouArAnHzDacZ5Ib2pk2pXPnwR3cF1A0alpGYYlmJUqMgcoAn4YFTLRDOzv9WtdU8KJYxxsqSysWuRCEkk34JCqex6E9CF471as/ENuba4k3yTWogitwJExtUZztQcEZXOTz7YrgobqwguYJnVNuQGR0Y/8CHHHIOOvNaNh4ofy7iKWR4I5lkk3OhDYLDkf3gRng+hrBVZPVoDs9Vax1bT4jNFGIzhmnMLI0u0Yxk4AOCO2OvpXCato3n2rNbQXkZVilt5afu3AOTgdQMEnPOe9WbzxFcwOkBaZBCciAlijgLgyHnggZwOnSs6PxXcS+Sk6zCUKNiI/VgNv68cVEpSeq1At6Bpb3lzbzswSVCWQnaQSQTtc9myvcYGTXWro99a+E5rG2tYZGmUPO1vLhowH3bh1L5KcEdOR0FcvaavNYDzvLaKCUt8z4Kgd+CevI5/KrNzrlpGyK0o2pGUDxIf3itjr3A4zgZ5z0zRCooK7Wox3g5Gj1W51R7aNzG/mPCyldwJ4PJx94jr0JPYYr0LVNctmzdSxXlzefKZrW3zKiEqcEbf4QCfm9a4CLXdrSoJg4lBMbFQSUH8O09ucfgK2x4rnRovLka38iMqfJVHyG6AZ9+p7VcMRFbhY6TwRr0lvbfZrpVES/IrAbSTuIUFTyGx2xnAzXpFeZ6NHY2xh1fU3t5oIS0odU3FXYA7mwOTxgE8jFej288dxCskTBkIyDXXF3QiWiiiqAKKKKACiiigApGYKpJOAKWquokixlCnBK4FAHmPxL1cfZI7GB+ZT5knt6CvF9T1FpGNvExEScE/3z/hXceN7gtqt3kn5AEGfp1rgILb7Td2sY586TH61yyd7s6oxskj0DwHoe22F9MPmf7oNejwx4xWbptqlvaxxIMBVArWQYArkbuzsSsrE4HbFSADFRqeKXOatMTMjxLo6avprxrgTKMxsfX0/GvIprVreYwupXHG09vavdMZPtXF+LPD292vYVyrf6xcdD6/41SYuVM868kA5xgdDioXh8vJbkEcN2xWlLD5Wcg5HvWdNc7CwGBn1HH4itFIylEz5kQg7aqgc8dKsyOZDwSp9VqJt38WD7j/AAobuSkS295JayBo22n9D9a03liv4y/AYjmsLzMHBwD/ADp9vOYH3K2VPVfSlYL9CxJEYZn/ALpHQdK6Lw7ZWt+rQ3u4wj5iobGfxqhBAt1EJE5yfmrdtLMxW+I8bjxxUynoaU6ab1DUPC1qqm+0Bmjni5eDzCyyY9O4P865O60s6le281m6xNeS+WUYBVjckYBPYZJ+gr0u1042kKXNuRFdDsAMOPQjpmuU8RF4NVjW4Ktb3ceUYIF3c8q2OMjse1aUqjWjJxNFbxOB1LT7jS9SnsZwvm28jRvsbcuQeSCOo96jhlukVJF3mKGQOOCVVu38q1L+0uNP1JZoWJUkCM8kMDxt+hGQRV/U7G+TRLKEJEDfTNIwRCB1yN2enf8AAV0uaR570KekaQdbi1K5jLC8jZWSNQFTBPzEnsB7etbGraNfad4WvWkdFlaSN5h5pIdeAApbl8YBOOlbltaR6JoO5NQN1PdyLEyu33AQSSpHbPrWDDpkOoXBn1SZN2dtvZwvkJuPTJzgZNc6q8zvfQVzH8OaS+r3Ks0jvFGrh1VSSg2/Lt7biScD2NZUltcpBubf9n3mNCSG56kAeo746V6illZ6VcQpGGsxjCkgYPJ44PPXNOSSJrOK3aJLZPN328iqBJuB5YepPOe3NZvF2e2g7nl91o11DDaOw3G5BMa5wVAJ6g9M9RW1pdzceGdVuYYJl8oRGOeOQCVWkKHgLj5sZz+B9K6O5i0nS7u/unl1B55IWhWS4hV/LJGdyt0XPQcHHT3rktFtbi4v4riO1e5eJciKMEvK/QY/Dv04966adTmjcCWKz0lbWJ7j7UqLdlJZ4gMiMkYYqe+AeDitK40n+w9TjWy1hLp4VCSQqxDIp+Y4ycY5B471kGO586aSWEwR3CsE3FSwz6j+uK6bQdBsDp6PqF7EItjEmI5Yn0Hv0/XFTVqJR1C5ZufEsE+tJbxKypvYSlmBygJK/h0/WqGoax5sXlrIkcWP3hWTcxwO+OgyaktNJtftaW72yXV0yM+7cIY17gMSMnp1z3qnqPhq4H2WafUIraFsoEPzhF7fMAN+T7VyxhTXWwm7kGiXWk/2rI9xfNBHFGedg+cY+6M9MjIz1rWk8G6LPoUM1jdqZJW5lZssqknG5c4B4xXOeIrO0sIotOsp43KuXmZkxJuxxnjp9CetUrLVJLKLygzMoHz446dKuVOTXNCTQ00izqXh1oLtjGoitHcrDI7E7gByfX1qxavLHAsYaUBuYolBdZAM5zz8vGOlLc6hqFxGpunlWCSMCPI5YZ7VDN5WlODHciS4GVEkDklQwPT0OTVxu1aeomMuL0Q6hK0cCxMgwAO2Rjk9wf61XgeN7xR5qxHfjJbhffI9KqXDNGHDCZS7cgjGeO5quZY1hEUahsjc7d/oPStFBPUDaeNWtkZFhnmjLA7Mtkep/HJqlLFMbVCznYrbURgTtBOf65p0Qgg05JBKVuVcEhFIO08Yz3POagnkleRIvP8AMRAQu3p68fiTTUbAVPL3S/OcqSfuDik3BChQAvkqVZcj2qbyWV9rKckfKaWa3XzITGfNaVQcAcKf7vv2z9atMY6a0tY0cxXXzhwEV1+8uOTke/ar9pMLqIs4IlCNvlklJL85yc9famm1ht0V7yR5psbzGOmc4Ck/gaqPfStLGBjdGuEyM4HqPp2qZLm0AYYljEiyBtmflb1H0qaC1F1arFFsOGLZA+Ycd6qXMm5sAsVx1PU+5qezeCScK8jW0RUBiq53e31NN6IDqJPD+paVbQ3V3YvDDIY5FnlQncCQCc8quc5561tW+mG9tr/UmsbyaFpTALi3JZ1VskSFgQCCR0KgbcYru/G8N8ljpGk38r3Nte3sVtK4RWLLuV227DkA46EZ61uz6Jqkl5p1hZtGLN3mW5k8wxOYmXCsFXH3QcYPGcHrVcqGcNY6DPobNqlxZJ/Y1vHEs7wyfM8gCkEL0ZS2Gy3GCTWLd3U50/Tr2TSY5IJZHMMjsYwY42+4jZwVIOMY69M16Xqd2PC+mywQJFfJFbmIrdy4WNNuAjBiMkgnp2HXtWzd3WieH/Dy+RafabEyb5cp5iRHZuDsMfd+UdB6etHKrAeDy65Lc+Yty4gdCzKJRkg9eDnjIx+VVoWkutS+yTKZ7pHAtQvy5bJJO4dc56k84rufEOiHVriPTNP0iHfchrmHUYMMDHI3SQBflOcADoMiqkOlv4S1q5ew1EPdRCFfLKErNaEZc4PIYEHII4yMVjGiou4EV7pdlockUeqafK7ToytEbldiSbgSAFyRgfUEHqDXGzwpNLc3MDTRW6PzGrfNjnGOo6j9a6DWPEM2sw/Y9TuHYbD5UpAUlgvAPBIyMc96xEuo7OaJoZGLz8Ntb7iEAfQ8E9/ris5NN6ALZXQiuY2njMzsCG3rwq8Y24PJ68fSugW4/fNHJG0wAXbJINwbPU4zwO2DXLicyiWCeNnjLs8coJAVu3Tp9PatbSkkWa2t5ronK/dib5gOvOew6496xqLqFz1LQbT7T4enS6ZPImyAlsw35CrnZn72fQGvQvDNvFB4fs/I83Y8YfEi7SOPTt9K8x8Hyya1dW9mlyTDFNucsqkBwvRO/bPrya9kiTy4lQFiFGMsck12UfhAfRRRWwBRRRQAUUUUAFUNWcJa/MeOT+VX6xPEzAacYycecywg+7HFJ7DW588+ML3z9SmIXZ5jbsd6r6Habdb0cOuMrv8A5mqniSRZdcuVjP7tHYL9AcD+VdxqmkjTL/w1chcCS1QE474rkl8J2Q+JJna22MCrims+3f5RVxDXKjqZOOtPUdKjXmpAcYpoRIoFVb+6gtbdmlAYdCPWlmnCKSTgCvPfEerT3chgTcA3Ax6VXN0HGNzE1Z4LjUGjtsqGJKrjOPb6VQk0lmUszoH7qelbWnhLEZSMS3LLyScBAO5PYVga3rdvG0hhuDdyj73kR4iX/gR5PNWuaWiCXLHVlC4sWQnMeMdSDWfLGVb7x/GnJrkj5MlqcZwdr5x+BrZtNOOoxedDExBHRxQ7x3ISjP4Tmpd4B4z7jrVTzHVsg4PY1017pEsIJMTr+orAuoMZOMEc1cJJmU6bRteHb8NN5RIBPDKfT1rsXcrDgggsCua8st5mtrmOZcgqefpXrOnyJNbRSMoeN1BP0NZVVZ3NaMroNIF4HGGlbHUNzimeO7Ay6ALvG0wyCYbewPyt/Q1oabLex3MtuhV1jP3j6ds1J4kxP4c1Nn+5FaPlj3bihPVGtRe60cDo91DdxRw3HzhMsrKeR+f4VfkmbUXFnczSIyyKWVTgt1wOmenYVxenXDRSKVYgjkYrrorm28hNUZZJLy2PyrwQcg4bHt/Stpx1PJqRuro6bT/It2kRLmNWMwYoy792eM4/A1SjsrHSWu76dxdSxs2EIOFXOVJPTgHn+tccdfmW6aXzJMtndgAHk549OasXGqQ3mlyWpvp4gT5hU/MrEAYB4zWcaEovV7mJryeNrVZRJDptuLpSMzBQwQDjjPf+lXbbxXb39m8v2VGuVxtJPMaY+6mffP13c1w2nW00tyWlEMaOPmLnoD7da27Bls5nVws6bcpLIgRX44A96udCNrIdzetLmSaCNryQpp5BRYypLDg8qPToDxz+FXfD+opphT7DK9qZEKxqhKxnnkANk88E/hXIyLrF5cMZkKRIdwdXDKo9j3yPSr+ovcnVLcxzI7GMAKjliPdlP3SOn4VKpyWiYmy/HDpsTXETgTPvXCs33Tk/Lu/p0qTTWWTm3hS3dGx5g2gA/wB0YyAuP581k3k+jtJFbxhppEIMwfCmUnngDPT3qaHWYdLzZxr5ShMEoPmG7nB9T07VEoycbISNXUJpPJubh7XDOACfvELnkj09c0ujarC8Twah5B80bY0nTO/GQrDPFcs/iGIzpcHi4QHCyHKEEEEgdM/1xUGpeILTUp7OORZAI8szFgQGJ4weM8AD6k0RoSGb7aBaXkCtZrLsgYCRmx8+cncOM9ugq1e77CzKQabFcbsEOItzsB6nnkeo71RgvbMNKmoT3cRhl3RMsgMflEYwT1IBz/nNbGmSLqOmedaRtFbxMyMBnc3OeOfpz71jWm6bu72QcrM3+z7i3s5GN6l5EkYdIpVbKnsEOOueOKqaboBnW6XUrVbWRDlrhn3E9+McEU6WZBqqWZ0mWOLaTuWdgZB15/T86G1XWikw2RkQjbEh+b5B3znB4/Wqc6jj7rV2PqZt3pNhH9pup3FwLc/dilzkMMDP0OT+lUr6G1itlbSrZvKUBncruYnHzZ9h9BTL7U9REYtJrOGJWbOyJAHGQcBj198H07VILxYYURZo1Z0K7YyMKTkYx378n9a6YKcVq7iZkSrcXV1IbpirsdxfZ/QVSlidJhu3AZ+UnqRWjeXSDEcMJSXq7ZLFj6YHAH4VPDpOtScrbbRIjMGlwu5T1IBroV+oykY82jKreYzbZCTwRjPHv1FPIS3XBb99GMB8n8f1rWTwpKsQkv8AUoLeLJUsAXO4du3vUB07T4Y0jNyZ5JDlwcqOowB6cZP5VPMnsxXRlt5UsWDhZNuSScd+tFhFaTyCJiIiY2PmMx5I7CrVxbWohEqwjy42O3LY3jP60t/HGtvH9nuWlWRcsSBlV/DpT6WHcimlsILZEAJcocbRkZz3NVonSP5+C204yM81WaB3UyIjtFGQu7HAJ6Z+tOSN2+aRsIDgn0/CqWiCx7/f6+twujXM72TPFqJlnigKoH2RjBVjwP7oIJBx71r2Pja2kM13cv5N9OqqjzqDE43bdqY52jPY8nJryuO8h8QTwW+paj9ohtLOZ1kaQoqHcSqJkYz09Mg/SrX2O7so5C88QMlxs+0ZfysIAxRGYAcNyemam8r6FHt11q2lTW9uNTMUCS70VLhRufsrbj93rwf9qq0Wq6KrzamIQ1qoO2RBguUAG0J04GOnXH1rxi7166i0qNwkkU6AtHJFJswCcMMEZ284PuR24pYdakm0+CyhhZoBtnOxgQskbdY2PQEY5/TFHtLAe1R+Groafc31q6WeqXjNO6qg+U4+RCeCAABu9ea4DxnY3jeIlu9ShgtVMGx7lQMqyhfvSEgnkqMdwSRW1N4s8bS+GFuIf7PS6GyMx20LzXDOwyAU+6hIwe4rnda0G+i05r271BbtljDSRXLnMYHzNkrkRheQTg8gD0FVPVAcBdRnE7QPHLbqyuDIwWRRjhj165x+WaoGf+0bqOUqiuBjbGgxn6Dr3zXWpodsH1FYUNxfQspMKyPtfJ5x8o7MCVI6DNUr/wAJ679u+awImA83MQ2l5GUNt5I5A6gcenWsvZ9QOburK6tg+PNIL/J8wAJXrx3/AArW8Pq89ysfD3LEECQkAZIBIbsSMA1SjjkELu8ZxKGVZiMomcFhk91DDp610Gl3kWm2zyW0s7agNoY7RsRlORhsbQCB164yMUlBy0YHZfD7UotN1I280CxOzI4dF3OzlcgbgcKrAdD1/Cvc1IZQR0IzXzp4HkF94jXU5Ybi0sGlLRxK5KITnAJ7KCxwffFfRMWBGqgbQBjHp7VtT0VgH0UUVoAUUUUAFFFFABXLeM7kWsFpM33YneVv+Aqcfqa6mua8dwiTwnevtyyISMdqmWxUdz5kuGMl2+7kkgH/AD9TXv3iXRze+DNMuI8Ga0ijb3IwK+e5HH2ksT/Hk8e9fQmoeKBp+j6PbReTsntozKHUk7WYIuMep/KsYq6aNpy5WmZlhJvjU+wrVQ5FZeo/Z9IkllQsbPeVjfHB9h681iT+L1XKwx7iPWuNwadjujJSV0dnvA70u/I4NefjxVezSBVizz1A6fWtyw1lmUef8p96l6FqNzbvF3wkD0riLq2MVyS/LHgGu9h23EYIIORWDqNgDdjI4pMqLtocZqdgZ5rWxErR/a3L3BH/ADzXt+Jq1rHgmxYwS2Uka7lRXTcRtK9GGP5V1M2kw3E0M/lEyRxlB83Byc8/lV220xwPnxmtoVHFWRhUpRm7tnH6f4Ms42+dfNLEElhyf/rV19vo0MEAVUVQB0ArTgskiHAyfWrDRbFrOV5astWSsjlNQ0aKRTlRXCa94ZADPEvzDngV6rcjhqw7yJZMgioi3Fm1k1qeETWrRzMjDDD9a9B8MT+doMan70RK/hVPxLoeyTz41HJ5FO8Lt9neWA8LIu4Z7EdRW8nzROeMOSZ1WmLFBdSzISXmbLZ7D0FReNrkWXgi/wBwCvKBGuD1JI/pVRLuNIQ42tzt5PTPGfqOtcz8TNWlfUU0YgiK2xIzdpCw4P0A/WppJudi68rROIt2/eccegrf06UN+7LY3DBB6MK5uIBZBn1x+NX7aVlYnOCfXvXW+55yY2+gazvjFv3HJHHpSW0vlyFQMqwwQOtb+p6cTHb3AljjkdAwaRsj/PWsKWzuDd/ZwjPMRlUjXOe/GO3etU7o53uO+2Tbvvjbxkr3H4/jWxo9rZXV1Jb31xlJI28pyx/dt2IHc/4VQstLupYnM0Rhjj5LyDAJzgj61fN3Y2UMFsbV0dSS8hbG844z1O36YqJ6qyJNX7Jp9gEV7k3Nww4WVCFYE84wcCs2K4s3uykMnkMvMs+3Ax7Z5/xrIutRL3zlIlkjBwgXOB64/Gq8s0ziRyrgAgyYzgMeOe3NEYO2rCx1CGwcM1jbq9yqktcjoP8Aa+hzWcZYbkpPMj+ekuI2MnyHnOcelXdCktVhQzSmI7AjKF3b1OeOvXmofEGg22jac1xDeNLL9oKBVwRsPQH3GO3rWd0pcoEUySXBE6m1lUnYo2jg/wB0dO1NlsLW0tpvPRJLjOEk3fKSei+g71Vi1aC5tBDeRxJs+4yjG3j071UOsSxB41jilUnO5gSOO4Bq+SQ7Gkx+z2UTXV0BIpKpEG+VB64Fa1vrJW+laKW8WylTzI33jII7DPbIPX0rl7i9hniaR7JftcoO6USEjPc7ema6mKRV0iyt7u2gnhKpFCoG4o33iVYY79fqamrGCXvjsWL7xFrE+mxRy2LGWVwqyGPqo6DGOpFZn9sX0RgWa5gt5Gk5XbwvPcLwoB/HipdUsJba7jnvrtbaeSXd5LnBwCBk4+vH0rHhuBBLKyXKFpVzKfLJ2YbPB9T7euKxpwg46IWpNe64JrieJIINpfPmqDlvcZ5xU2m+G4oxFPqt2IVeNpVixhiR0yT0zVGYwWKwXaNFI5JJt8ncmDkFvrT9S1a+1HJusGOEHKMclSzbj1GQMnp2rRQe0dEBq6Nbo+l3zSom0yFYkB+6Mc4/DvVW81d5ora2WePC5bI+8fY/kOKwAzbiyO0cijqD2PFOMisIg0G9zwXUYLe2PX3pqk+ZtvcGrl52FxLP5koMwDOWB9v6VmyTN5ImbLMx5J70kUUpDESCMEEEk8n1FRIhGfmzzjBrRQsFiZbpljXALKgwd1TNqS/2YbVItm6USMRzv4wAT2xzge9UPMIBBzz1IPehbeRx8ikkc4FXyodi45ubazV9kscUw3xhl+WQZwW/MYqiko81ndclgQB057VNKbyxDwPI8fmJtdA3Vc5wfxGcVGHRrZUMY3B87h1YelMZ0VtrO7UXkkUzwSziR4G53gHhT610nm6rfabK/wBlurfw+D5g+0ylkRTkL9ATnkA4wO1c3a6ROr2UltLJ5xYt5kQ+7gjoehx/Sus8J6xqn9oQ5tm1u1tywjWdwqI3RSA2Rxk4GOprOKVwOg0bQfCB1WKW5ea8sZJJI0NzHJuklTkBQvQduQMjn1FdJFrfhr+2rWU+Q4s5vL8yOPbbruyVb15BK55Hr0rkru6j8S3ImsdLslnidnd7W7McYO7aSTtH95cH6+tVtUtm069t7W40SKIGYy3b2Ks5dRnjLgqDkn8u+asD1KyTRpNWW40UbxPGJDFDnDFSVwecIARj0HbNZviTSdSitL19tikt8zM6EN5ZP3VGDy3ZicY6nritLw7bQDQ7f/hG7c6TbPtafe2XO0jOR824le/auT8d33iCGxltJ7pH3mSTZbMQ6wKMjc2P4gMnGOnvVdAOP1e+1XT7+O6trx4ZyrwKPMB8xsbZDlTgDIBX1BrmrjVdT1TUrZ55p7p0w27zCSTyc568ZIz2FX9PvFia9kuBI8UiBw7g7N+GKbnHOeoB4z3rQ8PxxrdxXA02RTHbyFEuJAkbAqT5hbGWAHBHU5zxzWerAp6VqN294Vt0jWKZRG6TcQplSBKT2I555PfJrR8L2bvDbM00sOLn/Rn83YkoBO5G28sx3jBPGD2qr4ms0SWHK2kFsApQW77UcSHMgQHOMHA4+XgmtK3nhuPD1rbwX0Md3CC+5shUKHaF3f3iASAchs9sCiV0B0Fz4iuYL6TTBb2ti07lZxaquzcOCrHkEjvxjOeK9a8Mxy2+iQ28glIjyEkkzllzxnPIOP8A9deBW2oN5cUtzbtZbXZ87RskZeWB645PX6V1/hPx40d2qX2oZtY2AJ3GRiDjgHPHI6c1lGpyv3gPaqKp2eqWV/HHJa3McqSDKlT1q5XUAUUUUAFFFFABWT4mgNz4a1GJfvNA2K1qoalGzQBkGW+7tJbDA8YOPrSew0fI93GYb2eI/wADY6V7p4HsNL8a+BrCO+jY3NgzQiZGw6jrwfoe/TtXmPjvQX0XxPNGQSkjFkPqO2fetf4V+IjoXiX7JO5WzvBtb0DdjWMXZ6m8lzRPRPEvgp4dFuksZv8ARwsRSLbggpwSSOpI/lXIR6VpulwCa5AdyPvMeK9a1jXNP06W2hvZGAmzwqFhjpk+grwjxxczfZZDaFZLZpCq87jwenHWorxu7o0wtRK8ZEWqeJraFiqLswNwjjXLsvqT0UfXmqlr4tkSbY9kzLldwM4O0HpnimeCrWwmhvF1GORnmUoSBk8+nv8A4V1mieEbOGZp5oA7sflBXHA6ZHc1m1CK1NeerKWmx0vh273xxlQyxyDIVuqn0rT1CAb1fHWoktxbqhUYx2rRnTzbdT3ArDRm19SlbADANaKBdmaxyzwyVKL1lcKy4z0pJ2KcbmsgGabOQBVNLoHrxTJbnI4NPmQuR3K90wwayJPmar9xIGFZzferNm6M/UrNLm2eNh1FcS6yabejcMc8E9G/HtXoki5FZdxYQXStHNGGU/pVRlYzmrnLrBvYrEmS3IH+1nP49K5jxyVk8SOdwMrwp5oHQNz09u/412DaabO5eJJCYh2Y9qwPEemy3N3JemBpcqAWTqABgDH4VrRdpGFeLcTiym5Rjv8AzqWCTOFP3l71ai8hLe4jkR95w0bEYKsP6EdqrywbX3hgAxzn0rrucVmaonmudMEJ+7HyCeRioEvJbUAADMjYyG6sO/tweB71MDJDoXmKSG8zO5W4HFUHu51dYp4jtX/lmyY/TtWkVdGE9zuLq20680Kys9zLdSqW3QsXAZeDw3JHbrjP0rj9WtoLIgteR3Fzv+ZE5ATHBz69eKcNRmQJI8LoVGY8kqoU+nscmq995UqyXAt5ojKwMe7lDx83JHJzjpUwg49SEie3YWdgt6s0Bm3YELH5wOxGKVp/tlmzQwJFlyZAqgqq8cjdznrWdDLAkEqSKSzKQpGOD2qsHIB2uVBBGAatIqxoPOUESnMsqDapVuAvYfz/ADq9NYzT2AWG6SVA29k3c7sHqPz5rFimUKY9pLE8HP8ASrv9m6jJuEdlcsy9RsPHfn8KTFYqTxAxqzyjIG0KMHGD3xUESkk8ZGcdOlX7a2llkHkxSM4Vt0e3061px6XfXUEM0cTJDKdjZ+XkHnjjPXH1pOaQznmR4iQ/B/WrMF3epbx+XNL5ceSBjIUHg/4VszeH7tYfPuJoo06Jghi65xwB7Z/KrTWkcWiPaW91cG6CBSUdTCy5J2sDznJ4I/Gp9pCW4XOcjjN/cKPMdnOFOcsTWjLZHTYEEflvJMfml64XkED06fXiprCS00UtcXEUgvVOGRhwvOCo9TjnPvVe4uDqB86VEjtl+YRpzkn/ADye1Q3Jyt0EN0+2F9PMispkCH5mYKGA9CT1ptpcywXhmeI3IjU5DLkc9+ferd2dPgihWyiuMqA8zTYXauOVA+ueT7Vmy3TedIql0iJD+Vng+mfWq5b7gRXN1cSSM0q/NJzuxjOPQUpI8uIq48z0PRR2qzDHJOPJTZvmKhPMI2qD79j7mojEI38tQZHXcrDI6Y+9/OrVlogK7SeUoTKsw/jHf/OahLOh/i8w9/UVLLcecfM5dyQMse2Mf4VHOTJLv+UEjOF6DHAxVIZZgMdvLMt1aCR9m0IeNp7Gi8v57xxcOqJIqqgMa7cAdMVGse5A7ZjQIeRzvYVWckAqSQO4JosAxg8rli25j1JPJpCjKOTijBJAAOfSllWSKRkkxuU4IzmmM9BaLXdNtrxJZ7eWO+3I47OTyNoI4IOeOO9bXhHRNH1CK3/tL7PayR2j3I2T7TcHeOHZuFA6bfxzxQnh+wnZpYbG2MCg/OqNh/QHJ47deauaLYWsXiIi6g061W3gJTFruAkKEKzAjDAdSPpXDRxMZSsU4meNS07TNRt7TT2a0tIMsUc/aQzsu5mLD5WPACj8cVbv9X8Watam4uI3NuzJK4YeUqFDwQFO7J+Xt1P0r0zTtJnstHvYzZW4sJJFEK2ylpdvbkZ2nJ7/AHfx4871B7KysZJJLu6lSSYxLb3MIVn4GF37sk8Atjkk8812NEneeB/7QvdOeWzv7G3d8qhFv5juqn72cge2SM8c81saj4Jtbto52mmvbi3kMnlXDKYpCRnaYwAAM4IrmPhnYalbalNcS26S29xArxTO6iROCMgdweQQfmHGc16jZCTy3eaIRys5LYbcD6EH0xVLYDxa/wDBjRatcxzpbW1nFMwu7gQ4jigZd4AIAJ5z1yM7R2pdO+FkF5p1peQ6lczWweTz8s6Ar93IDAFTjJ6e3Ne3yRJMjJIiurDBVhkEVFeWcV7Yy2km4RSrsbacHH1osgPCLn4f2kGpQ6kWWDTmlMB3MJEgCDAZwB8/K5I6ZbBxg1seI9J8OxQw/wBlwILmC6eSeKNjl+Au5Bn5csUPcAY45FaF7ZXK6Y8Fxq6Sz2lwZbdlhe3VCQ25WK8KMLuyO/8AvUkkl1BDMt+2lzSwSSJOyZ3mIJhThuoJ2r6/0ltLcDz3xFoNxplvGbqNmZj5TNGu9Xlc5IJAHKgKR6jIwOlYUP2m8umaGzKoqlpoYAFHQ88nk9egNdndudW0mzspblUa3g/d7mkYtICSST3b72G9Dg0qeH2ME8thdXCFCxSKNMnyxjODkc4J+bnGRmsHKE3aLA0PDWuR6Nd273j7vJQMlv8ALwWHDZ7HpkGvUfDPiRtbjfzYgkmSy7MkbM459weK+abp10nU0x5kuxmX94+4yHORnB4xyPfAr0vQPEVxoVpDOtmLeAybCzycMGxjjAy3OeMkj6VNPnhKzegHrt5fTW04CQmSNU3SYByBg9+nbp1qe1v7a+jD20ySqQGDKcgg9x615Rr3iW61O6u4Y76S3xGXhVcjDLt3BgpyMqcemQfWug8A3Gm2lvHax3KLPJuyjFiz9McnIB65AJHIreNRN2A9BooqreXkdjbtLKSEAPJ6Djuew9zWoFh3CY3dzgVTTU7KVHeO4jdUGchuD9D0PpWDqmrRalp4sHjVbmZlBRLkERk8jLL/AC71hy62gia1uIFv/PAs5BAhRTcKMtt4I4yDSuBy/jZ7TxJJfRwySNd2/wA0ZlABI6gDAHA5GOvNedIphhhuEH7xG3DPYiux8QLc6HePDLp88UcjrI7PMGbIGGPGe7DnjggfTA1uL7OAyqyo5Ei7hjg9f1rnqaHRRd9Df13XJNT8N2eoR3ExuIF8oxjc24k5ycewOR7VR8N3Vzfao0d2kYEiklFUDGKreF76ZoLyxiDOJ4wyxhgOe/J6dKnnv4tJ1bSpIYnWNokVjJgs5JyeQTheRj6UWckZzXJO6O+sdEtbd2aCFFLHJYDmtu3tEj56n3qnaTBgCCMH0Oa04mBGc1xddT1E3a5XuVOBxVuHaYfmbAAqpeyKoFZFxr0NtcfZZPMDkZVhGSv501oxcrZPqeo21pvkldUijGWdjgAVz114ittWtlfTHaZmYLHhSMn2z2qrr7xakEiLM3zZMQGd57Zrd0XS1tYoyYlQhQAMfdHpSdmar3UaRh3QIMncFGT6mqU0EyDcJjx2IrSnuILaItLIqD3NcVr3i+OM+RYxtPOxwoA6mjlCCbNuFpWbEuD7g0+VAo96h0WyuIbNHvHDXUg3SY6Kf7o+lW7odKh6Mq5U/hNVG+8attwtU3bDUIlmRqA23bEdwM1xmtXN5Zym5tJCir1Q85HrXYXLebO598Vz2twbomI7CtINX1M5p8uhz66lYauAL23EFwek0XAJ/wBoVG9mInGCHhPG4dqxpV8mUsFwobBX0rStLjDcEEEfMp7112tscV77l2KLAawIzHKPlJ/vVnPKsVzsSPY4P3yM9sdDWqnzFXTPHY9azdbgeC6E2PknG4d/rWlJ9GY1o9SlNqNxJN5hwH27SQOop85ldRK5LBicADCjPOAOwqiWYHBHX2q+kamHPmS+UQSwIHUdMc81qzEptGRzjBz0pDs2KmwBgxJfPUHtj/PWrMiRxxE5JwRtPQNUUjIYwRxnjFCYXNTTdcXT7SOCO2g81JN4nCDdtP3gSfbgenPc1tw63qNvogLRw/Z5stLtkBVgzAjgHKt8pHPauNEaDjKyM+VUZIKnjB9K0bDVLnQrue1DL5bkJcKVWQMVOcjnB5AxUSpRluO5082svqFzHtuIrWCWLKxyEKCMjIyOAWIz9KjNrcXdlZNqBlLKu1Yo3XPXgE+vT8Oar2k9le6vZzrNcavPcI8M1rMwiYOFJTb1DKOw7ngjmotR8PNpE9qdQheJ54BOEjyQCQcKSSOeBnaePwxWLw8UrR0B67jdT/choAgLoMna52hcnG0f5zWMRJEy+W8haRiAF5JzjHTvW7LBDPOi3FzCourdJFvJmLrGoB3LhRksWBAz6UeFrq5tdZeSSyS7ihi3oCoby+QBIinhm9B/hTjTcVqTYozXbnTLSG404K0TyLJIc+ZI/uT025HGKqwXG6CaeQKzxAL5aqRlfXjgDJ/Wuy+IGqaXquprdR2UttK0YDMzou9ic7iqjGevfPPPSuEME167nawOMttHGB7CnzRfoBJJdRyo5dW3hcLtUDfn+9/nJqtM1skxWJiygLiQrjJxzx6Zqa9tYIbaERzyS8K7YQqoLDpz3GP84qiI8oDhsE9SOK1VkM1baXTo7P7VcrJJIX2iMHA6Zzx0/pVZjFM7XD4FuuQNx+aQ+nHJ/pVaOJXBHQ55yakhsnuMIjIoALDe2Mn0/HFGgEm+O8VsRRxsFVYwpCgYPU+vU1XeRomeCNgQTtJXndjoM+la+q+HBYrAIZ2bzrdZwkiYY7jgAAE5/SkTSU/ssvBvnvGGXTYcRDPUHvnPtjHWi4GYoLymKIytu+UqM7gfXHfFOvILGOwhaCedrvzHWaOSPaqAYwQc8kndx2xXVeErP+y53v8AUEeLypQx/dozMBkHaWPPPBxnGMmoPGV5a6zrRuobVoDIAAhxuIA6t6sSTk/Slzq9guceoDKxLfN15p7WswtRctt2s5XG4bs4znHXHvVuW1iQAIi5xyc9afceYtwI34wo69xjinfsFzrNP8R3Vpa+TKGOQGV9uCRnjnv3rodN11Z3Tzm2yqDt3gEkdsgjHHqKwmtYIZi8g8sqAUhPJz+Jzj0FV7i7NvKDCIPM2/IFUkc9z6EV5NSlGT93RmqZ7r4D1dLiJrO5uAwUr5Y3YCsDwB3NdDceD9HvL1ri4sLU5EgwkQXcX+8W7Mfc14P4a1IQ3Mclxu8xZAx+bBH+fSvaLfx1aS2cLL+8k2rvHOck4HTseSPpXZhKrceSb1RDNzQ9AsdBsxb2kYADM2fc9cen0rXqvZXP2u3WYfcbJU+oqwa7RBUcsixRNI7hFUZZmOAB6muX1PxBqEcsq29kyJFIIpPtCbcsVOAp/jB9V6fnjAs9evPFMt1YLJFawwiQ2+4srThfl3FeuB83446jmkBU18aPqkl/ZzSvHeAEtNAxkQO7Y8sKDkggDI7Bu3FcBqQn0+JpJ0WLfdujwEnII5ZuvI5zxV37PZ2erXUVjfSNdR3EMdtLtaN1PR+5O4YUAng54PBov7iy0mIRXrxX97CrwzElnV5gxGCW4GN4xj6dyaxnDn+IDIs9ZS3u4I7qyltnjfGHDASDPIJPT1/OunsdJudVjt4IpZ4YiWQzGQ4VjnK7c5YnYCMc4A9xXBXOoXGo6mqyajPIqEoqtJuQLnIAPr3Pv616X4Fv7CwmNzqkj28cKhopAThm9COc8k4I9a5VCMaqsx3Od13wxrGm28lzBdiaOO32T20sIBQFxiML155OTjoO4rqH02VdCtrO+tpr2XbCsGYjEiFEJK7sA5Kcccn6jFGseIW126vJILkafDHMrrsZDccDCER7SWLE4IzwAKzbXxVrGiQ+Td352CEGPzW3SdeA2RlcYIx3611ynFaiOcg05be9uWEIiYt58QYSHy0bkcdQF98cEZrufh+8A1ye0VHuNygSSSLsaNeCvHT5iByPxrlra/1HxULpXv40fyDJLg7Q7DAyQRg8YBOeBiu++G3h6a1kuNRui3nsFRMXLynZz8rbuB2PHINTGN3cD0uq95aRX1lPaTAmKaNo3x6EYNYc/jXR4XaJ7nZMJPKKuMbW9/QfWtTSLme70yKe4aNpHJOY1IGM46Gt9AMnTfCcOm+SonLxqSZVZf8AWnG1c/QfqSai1HwrLqdxGz3cUMcE5lhEMIBGRjn36c966eWMyx7RIyHIO5etVGguo0YW0qZ2jasmcAj/ACKAPG9b+Hmoalqi20E2pTYklVrqZVdCuCwyDyMngduhrlfE0Eun6dbW10jpNEpBVzkgCvZ/Ees3+nafHZXgQ3FzE376FGWONgcgk54Hbr/hXhXirULjUr4vcSGRwAhc/wAWO9YVmtjegndsztIn8tbhmJH+jkZB6E1Wt72aONo5YZJoAwZmMZIVucZHbgmrtkEs9PknlZgZ8xxIqEsxUZ4GKfcalO9stoFkZiwWSNyOGH3jgfXjvTjexnXd5Hc+DtbkaEWVxEkSxkKjbwS2RnGM9h+Vd5FOAnWvALy0u9ISDUWvI8yOAib1MgXqDjrn1P8APNeo+GPEkWsWAG4Lcx/LJHuyRjvWFelb3kdWGrackjobyfLgZolto5truillHB7is25dzPG2CQGGasTX0kcTlIncgcYGa5Vqd7XYinls7ST5kzL14HSsy68RzMWCMsKKOPX86yprye4kkEUUjy7uRIhTb9c0DR1lkE99OHVcEQIMLn39a1SsdEKa3IpDe6qWYOyxd5ZOn4DvVzR9OhF0NibgnLysOWqzLJLeulvbxhIhxxyfqTWxYWiQRiNBwOSf7xpSl2HUkoqy3NCMfLk1Vum6VbOQtULo81kcyIHPFZt3J5cTHueBV15BjFY17MJZNg6L/OgoqiqOoQ77eUe2Kv8ASmyRhkI9qYmtDzO/tiC5x9Kz0bjIPK/nXZXumMyNgdCc1xsyG2uiGHBNdlOV9Dz6sOV3NGyuSWC7jn0zVzVQZtODKXfy3BIJ6cVhEGJgy8qeRWlaajtfbIokQrtYH0rRaSuZv3o2K1g8RuQSzCVFYw4I5kx8vXtmi/BtdUdIbiOfDA70j2jcRz8vYg5H4VeGnabKHmFwY3z8sBjJDcjjdngdaqnRpZLl9pWNBnBOcA4yF+vatuZPQ53Frcr6gzSwxzSTK0pO1kVMfiT0zTbezjuLUOlynn7yGhYFdqAZ3ljxjtjrVcrt/iDc8jPFIJCG3Ko7jp2pokurZwPatcPcKsqyxotuAcupzlg3QYx+tQXMqS3wZ2MkSlUyqBCVHHT1rY0DRJNRv/KeKWSCMbpyhVSEzg43Y55qbUfB91HfNFpsVzdQlhsnaPauP9r0I79qn2kE7NjK2nNp8EJv7eRvt1u6OLWVD+8AJJKMh+XAHOe2a9dHiDSPE9ho91dXK/b5nkhgtIsSRW6HqZIz0IHQjpkV4y2i38KSSgwrHu2bvNUbvpVuHw/cOzyR31iky5ZYzIBwOpGOAR1x7cUnUj3Fc67VbXS72+ittEtri48OWcJuJ0gnAkZwv7w88k8qOnbiu+0Xwv4dl8rT4re80y/S2FzAZG+WZJFzk8fMM8HOCMds1yHg3StI028gXU7ZZHnlVRI7SKqJwNxZTgEk8ZGBjnFfQQvdOeUL9otmkjTfy4yq8c+w5H5ihOM0M+dvE/w9udO02Ge6eSXUpFLNbrGWAORgZGc/Lk+5rjoLq3iF1bXcTRxEbRLDkSIV6YPcZHINe8fE/U7iKSwW3v7FI2V3AnBKlAPnJIByOnTGeRXlt/rGlBr2aO3S+a9MkMiqhCINxKyxgcghuQD2PvQoxjZIDB1LR9Rntk1f7BBHHtWM/ZpYwQw+U/KCckk5z9ax2gubGY29yjqVOwxqRyfUdiPpXW2/hPVtJR75NLvrjeqzw+daboypBJkK5wGGDgGl1fxRZ31rbyXMMd3dBwqJJlTbAEgqAuOM8npnI9KqQHKT6cRcyG3AIjYKxkAHbPT9Ks6ctnBeItwsON4baw3KQBnB55B6Y4qzf3N5JDGZ2L3LHyYokByFHI5/Edeeakl0eeHSbS1udLZLq+kLW8kgwScAcevPA7c1inJvXYRoHxlqU+nWtuFgit7ZwymziCOgPOwP/dzjrnkd6qXviiSK1uRay+TczFhNIrZ3hyCQBgAcDnjmuv8AB/wwi1zwVc3Ut4Vu7rIt4cYCMpIOc9ckDOOwxTl+DaW93YW73X2ma5jdnBG3mMjOD2U5HvxVuN9wseWPfX91GollmeOMELvJ2heuB6DJ5x60nmTzOFRw0sqkAZHyD0yeleha74NV9ItLezKRmO4lYoJdyQ5YAj1PQYzz0FXLP4e6IfJa6mkXyplMi5VvNAHzAEZAGefoamU4x1loNI5jQvhh4p8RLFPDaiKJ52hd5m2eUy4zuHUdfSuf1tJ9K1G40+aGLz4SYJeAcFW7Ht06+9fTtn4m0Kz8OrbadOPLO6NFnuS3HQ/OSSAB0+nFcJqnw+0TUlXWXv7JpI7fN1AJOFB+7I/zAghcZHrzzV3ja6Cx50kohghaDEg3j92q5JH5nHvmn3ty80vmbEAUDIHUHsPeotPsZjLNbvGiywnExbho/Y+mPetaKTTktprWBpbqd8FYLVN+1h6kcY/GuCpo9izLjv3V5N6FtuD7ZyK7Lw/KdPvrW71Bzb2uRcRSIoLDI69eV6j8M1zKeGNakjDiCKFXbkkiRlJ45AIA/Wt6z8NWulFJLq0/tdo3BdLm4KL5Z64Xp1J796VOdGMruSuJpns2n+NfCMdiJIdZsYIySxSSUKwJ5ORUVx8R/DEbRImtWhMhK7wSVQ9s+x6UvhbTdBlgMsOj6fBOF2MscSMFHoGH3vrVvXvCtvqunm3tZPsTqrBPLRdhBBBDLjpz+HUV6Sd1dEnNXXxN0ieQRRyXAJYqpjhL/MHwpXjB3dO2Aa5rW7q8vsWP2RdHilLOkrEtcAfMFWTaflTAPLEgAVt6j8PY0D2Wh3t1DAFUXULy7oCeMg5+YnGTtBH1GahbR/Elsy29jd2OpkuDIYg6szLyPNBbG3t7dMYNGoGfofh6wjg+3eRJYR2Mim48x2zOyjsc5Cjdksc8Y7VxWuTyQi6mS1gSES7YhGA3mSH7rlTyylRjJBBGec13c8nim3vJrnV5J0tpi8Ahswm133YRYwCSGOfUZ5yeK5XxVYyadevObK1triEwzHarSBUJPztydpPBKjIOcjoTSaA4q0zfXQuhG2XYANEuFVgRwBzn6V3Gl28U9vbrd3Eez7SqKsTs0hy3zAL0HOc9ua4icDTLuICOdJJcM8bApgZPGO/H867TS9TsodJ+xPbRyb7bckzkr8wYlSQOQSMrmuOpaLuwNLSvDcEsmq6zp87TR2mWjjjk8uaPady7cgrzyCD0ArmtduXuLWJUhmWeSHE89ygDEb2OOOMDP3sZOfSt63kmmt7WKVYP3Q8whiRy2AAB/EBhcZ4rG1uH7NZyXMriX92QxZCSCx55UY4J78flWf1hS91DsYFpa3ckMotzICuWKpJtEvTr7Y/PIr2TwVrV3Bpo8iwkhtdp8uMtkNISBtx1JLZJI/pXluk6kkIJQZldfLYn7irgAZxVxNVuvKaQbVKHZEolKsGwDkDqO9a05yuI6m/sp9d1Z4InVLoXIckIThio6k/eAxnPYHvXe6Rqd/bazb6awuJjPmSSafAjwBztOeTn9McCvIbTWtS0oW1pZzfPI4ld3whfHbcRkD19a6DQrPXNTvftCXLRTpuRC8hKyjqSrg8YHX8K6FLsM9d17WW0Wy+0m1kniAO4ofuntn29T2rAfxG1zYBEZ2mVlcLaPkHnI+c4HIz8vWsjV0l1TRbiAaxM0cUYgiWKLOZR13H73OcZHbNN0fwjBoF5ZXJMV3FFEBNF1PnkDBwT3wMDk8Vd22Ix9T8aS+ItPit/IjDoWBkI5APHXt05rzi6tje36xwksu/aCe5HU/SvRfFFtK97vtLX7NNeEpFFwEHYke38zXGao0Wjj72+NcwBI3G8f3m9eT39q55Rblc6YyUKZBbWDnW7eKWOO5iQFVtGcKGUck7v4cZ3ZzkUukWviPwvrUFxKZoIdQchoYnVnmjGRuXg8Y/ixVzw/cWsN9a3qojsnmR3FjMVQkgEKoLdSxzyemMVB4mmnl8TWBfTbPTbqNYoPKFyZDHISzbvl4I7Y/Ct6d7anNudB/whnhKaW6mhZHto4G85tzKFIkDNLuxgoMqOB3PtXOWVrFHd/a9HuLS3jHmuxdsK0aFcEljkE5HqK7+6023tbOxj1XToSmpRBHtImwEmXkZAYDa20Dt1x2rjdXg0zwxBb6b9meLVpo9zSxBZFaNgcBSTxgnGB+uKpq4HZaTqEOqQA4EdwPvxZBIPt61qLGOteLaPqR+d0lZZo3UrIW2ndjBP1967YePBp8sMWr2p2PGGFxAd3fuv+FcNWlrdHfRxHMkpHXXOnxXIDYIcdx1rObRgG+aWRh6YxV7TtVstUt/OsbqO4jPeM5x9R1FXlAbmsdUdiqyWzM2Gz2DZFHt9a1IrXYlSoFFOeQDvSJbbKs42rWPdvzWldTgj2rDu5RnrSZcUVLubZHwfmbgVnKPWpp3LNmoQaRpYGxTkGeKQAmpo0AoEVpbYMhGOtcP4h0Vijuq8gnkV6RsyOKo3lik8bKy/eFXCbi7mVSCkrM8fiJKFD1HUUbcOMjFbmtaJJZTm4iQlM4cD+dOXTYrrRo54iPPE/l/mOP1rr509UcDg47mKjbXG1sc10UNwG0t3lO5kGFcDqPc+tcw8bI5Vxgg4IPY1sRSMmizNgMuPu579Mn/ParSuzOWxkBGEiS+WfLOW+UdQDya2ry/0fTtWtpdNt5LpoR+/luiGSZiByq4+UD3zUdvqWmWWpyyjThcQvbNCsfnsqqzJgsDjJwSTz/SqtvYxm2uhdmOKdYw8e+Tac4JAweuePfp61vuYHQXPj24Ms32e2hEUioNjDJwByMjHHoOe9XbZ31XShd5lSUt80YchYosnLdRuHf3xWLo2kxJYtqN/DHFFGjNEZOfOOP7p9AQan1XUhqd/LFpVtJcHaEVl4UL9O36Vw1IQc7Qj6sG2al3plhp1g8d0jON/G3AYjOQR7ds+1NudcsxGVt7eOG8SDfG6bQrZUfMR90tgDjHfGOKxLqQIjSyXDyzLGI2jyAq/3uc88jqOKwm2K7DaG3LkYPQ1dKm0nzO5Jovq13cSyP59yJZMkgYOW9O2BzVqTUNasGhPnSW7sp8tlOJGRscHH070W9v51taRWkXy7d85x8xY5z+AFdB4G8PTeJ9fi0qA28luojlu5TgOqKSCq5+vb61pTlFuyAxG8QX8FjFDNPcxG33iEbjj5yS2R0Gdzc471n2Grxw6pHdNATHGy7kVtoKg5KjHTOK6jxb4N1XStWuEuovMDW4mlVN0ps4txVCxGAScY9Oa5jUNHuNJsNOm3FkvbcTgDlQdxBHoTx06jvWtkM9osfjRdarE8Frp9jEYo/MlF1OVRkyMqh29ccfNjkiuO8X6PZ6vKNW8Owx2NjbrDJK0pEcZkmb+Duwz36DBrmofD40nWriy1YXn2uCMPHDY4ZmbaHXvnbjOSOR1qpqEN5He/YGhngMrHybKNy4TdhhyTyCCDTGdVoPhqPWrxLZ45Jkt9ytqFhgIzAH5WY84y2Ccc5FaPi23g0BpbeBm1GeWaM2m8PtttvACEEDOc/iOnOa5XQPG2seF4Li0spEaIcgOCPKIP3l5B3exz06cVb174jXGu2RtpLNI5TKrmRCAHIOTkY7nB+o/Ck0B7p4PsY9P0mS+guZQ1zcNczrKwYB3+8ijgDBPf8ayfFd9NY6kJrELI15aTjawJKSb4wAFHPJA9iSa88k+NOoy2ggtrK3gliRQoVNyu3VmbJ/l/wDr5W4+IGt3sbLeXsjP5flmZVAd1DbgG7fe9qfQDvPD8V/PffYtPeItKTEbqSJ9sZBYuOTkZyT0HX2qS+ttUsbx7SYRQNvEYtljyJOMg8YwDnAGMk1xPhbx/feG5768IjlurtRveUcygD7uc8HpyAelX9W+J95qF6NW2wLc/ZxHFGAWNuwJycsPmByDnqMADvWFWiprUaZsTPZ6TdSvJBcxzRxrIlzFKSu5Qd7cLkEZAA6ZPriuIXX5NQ1J4pp3ttOlQwTlBjbEX3ZIHU55wBjNYT6xqEkbRvdzFZGLP833iTk59eaptMQSMY7YFVTpuKE2eh3Gmzaw/wBqu9VspnkQSeVBE2CzEjBXK+3X19qzbS9uLK5MkdoyJH8pWBvLx2BIIxnrxmvRtE07TbvQ7kQ3VvH8o+0rcQbtyCMl9jA5UZPA9ua5/wAc2GjbobXQ7pXjXJkcyFg2F+QA57AY/wD1VNTklH3tmUtzNtvF77syP5e0lRvj28H1PTPvWzFrhmjj2Lld2TtO7f0xnPQcVyVu0cKpEpDJjlivGfTPer0GmQzwGS3knilDDKQuVDeuAOhrzKlKipbWKuzqLLWbqxulvI9Qgtgsvll3bYjZGfwr0y08Z3Wr6XHBpFpc6hc7ljnu7ePEUa93VnwGPoBn19q8ms9MibVobjFzcsv+qhmk3FCwxnHHPWve/C6xR6FbKhfhdp8zAJx7V3YSyvFEM4nxXp0ztpUXm3UNutwqCFY3+d33ZZmOcvnoTjO49OKRXvNB0uL+w4maYyuJLXyvK29MhmJ/hOPm56/jXpshiKbH27W4we9cXqvhMi6a7S6T7PGWcxMg3EfLtjBA4Hy4z1xx3rtegjitb8a3EJuJLaZ4LJ5N0NzFFslkVmw4IIIJVtw6HrkkdTxqeImiWa2vGWWOFd8U90W3MyH92pHIxgsMd8mmanBqN9KNOtoreysgzsirICNo6Ox6txjk81nx6a63jLJFBNBvTJLnG0oSxxnj+nFckqyb0YWKVxcQaxNPdLPJalULMJzuC4IwF6/QKBxxzTdPvTaKkhtyzI6kSPJkFuvQjkHrg8VNPDYNvhW6UwI5w6I2/BBwPccD8TVM2cssEj27q8MRAyw5UH9cZonJSVmB2EOox6gXtYiscrKTuGNqMBxgkZwGGMduozWeugavdhwrHbG22SNpAAxz3ye55P1zUGiaNqVzbrPBbLiQf6/zARnOenb6/Suu0n7FZvNbyqU2lGyWySMZyCODyOlcUv3cvdLSuW7XQLPTrS4gFkWLRea7bydxBz+nNMhsNPubVVRLQuSH3uCWC4yPx4HtWyl4tydjMzDnaSR8w64/CpEgiisXWOGNcLtYcAkHscelQqj7lWOTn0G6txv0+SCcMD/rsK4HfBPU/rW1Y3d3amxlnvUFrE5iMbnOQx5P+f8A61SXEcVwiI0UQQ53tnLDj17f1pzww2oQwqmzaAFY7h9QD9M1ccRyq/UXKjSstStL3UpotNu7mCL/AFBAKIhByC20Ac+h/lXR6adN0lGh8x7xt+UVIgSARgAY7gDrwa84WyNlM97G8jrJkgqOmMnHt7D2ptl4xXTJDNbSMsrHk8E/r61008TJ9BOJ6Vd2QvRLPbQ+Y8MTeSXTIQ46AHp24rgvE/gVrzw/ttLHbqoVDKVP+t6dOcAdOB7V1GleMpNRsss5WVXUHJAB45/Gtq61KKSHzYZWXy/lXcMgEDn8a6FVhvcmzPBb3wtqVkbCFLP7PcmTe8zSmRZDnK5GP/rZBFWNamk/4TG1RZEsLhImW5EpXZ5mfm8sA5XdgD8Seld54y8SPbWVykYhZJYSGbywzFuNjDHTBx+teOXt+yTKykPdICry+WG3E/Uc/U041FLYl6HWXCXOh+Xr9jePcwRJsuoIyZFXzAQQjHtjAyeQfauHWWKTMttG2xSdwlbnbn5VB74/CpIdQ1EWz2iO0cUz7pHbcFwFI5A7YJ7d6oXHlJJiKUOgOAwBAPHvWi2A14rkRwiTy4WY7gpTCgr2JHHGe/rWhcTS6rbLHO0f2hY90Yj5DKAOP5fjWIm9bcsrxiFmG1mPPTv7/WljvXjvRJA+9YiA5AxuX+g68UmrhF2dyK1ubnT7kT2k8kEq9GjYg12+j/FC8tXWHVbdbqP/AJ7R/K/4joa5G5jjZxNCwZGy2O/vWbccEYP3TxWEop6M7Ize6PfdM8X6Rqqf6NeIJO8UvyOPwP8ASrF1qcMMZeWeONOu53AFfPTXG4JkDI7io7pmkjRixbHTJzWTpJs3Vay2PcTrttdRb7SUTocgOh+X86qvMXOSa4rwDc+dDdWZOdmJUHseDXZ+VXPUjyysddOSlG5E5zUWOatGPimLFzUo0GopqyinvSpHgVMq0yQReKlEQPalRBVqGPPaglsxNQ0pJVcFOGGDXB3llPo1yZ4UzbI6ycHIBHrXrk0QMLE9hWc2kw3Fn5ciBkdSCCOoNXCfKzGcFJHiUoLyvIw3B2JJHOM1bv2+y6NCiDLORuA6Y6/4V0us+CLrTHe509WmterRdWT6eormtd/dm0MZyGiyV29Dn1rtpyUnocNWLjHUou0b6cj20aLICVmU/MzDqGHHA7dajh1NoLaaIqH87G4NzkA+vUdB+VVVeUSsy8IDk44HPaoJUKuc9CTiug5j0BriLW7KI3d7GljbbEVeELyFMlc+g6ep71j3Gsw2NvDa2QUhUBJibGHBOee/Y1zKMAuMZ5rattDn1PSxLaNE9wJDmHcA+zHUDPzfQDNYOlFP3thGYbxzM7uschfqGXIHOeKjQMkhDcFeo71vaf4XuJ7M3F85traPcVBX5mx94gdcf4VDAtk2s2kOmWi3WxgP9IyyykHOWX+7irVSD0XQZ0l3qelDwtpNvpUcja0sS+e8QZo8kn5f97nBHQZruvhKl34ahuHudDmlvJZNrmRAksKAcEAjJDEj0qjaXun6Hb6XdyaZDJLb3Zudtsip5TkZA4+8NoP0wOKL/V9W1DUHuYr9zJdfIRFkOFPKlskDGD6jFZzqRhZxW4HuN1aWWpWksF/aQ3DSx7ZYiOWX0+nNeTeNdW0/RNIk8D6NoEj3lwzCLzUDqgkOSy98k/LgdMdeKseHPEOt6RLHazL5gJ2r5hG4kHBA/A/TP416Vp4spJG1WeG2GoLD5ckqEO3lqSR79zWkKimB5d4n+Flyyrrc1/PfXjNEr2QTaZHKLGAXToM5ycY2iuU1/RvD+jWelrfpcTeI0iAubezuVKwsrZBYkN1Xao57CvcbzxlpiWcrQTjzwCBG6nIYcYIHNeC3+lypez6j4dnl+yTs9rayWTFTJKCJCZHcDPI6ewAq7roBzl5YW+p6gGuJMCWdopdQjIIaZiCGeM4KKN2OOpz9KqaxpcGiX8unNcRz+Rx5ioeW2jOPVc9D0PWvZvCc+lzaBbajNpltLqF0pkuj5IJkkWTJLk8nnB2dARRf+EtF1ue31iUteSv5kMhm+XzG6hiAOSAdvoMDHSs3Whdq+qCx4EzxFXMEZUuQME52n+v1rTk8N3UOmxajdS28EEsJYCRyGyDgDb1LHrivUtI8GaTpvigl9PhuxJloskiOAqAVY7uCcg/LznA6A1cvrDStc19otaDy+WML5qHaBk5bGRgn5Tjnv0rN146WY7HhUdxiAI7OzA4XPIUewq1Ho+o38kMdrAZ5Xh8zy4hyFz3/ADr0fWPDmhWwneHThbIku2J5FfoTkKccEqTjPcVwC6QFvJYJ7sERoWWSE7lPIH171Ua8ZNpdBNWHp4X1Fol8iN5bpkL+RGN5Ve5ODxWSbGVLmOGdJIy7hSxQnvjj1r0NL2401LK3sRbRzwj7PJciHEkm7pvZ84GMgAY461DctYWupk3tlLGzQiSGOZ/NUtn73ygYH3jge31ohVuBWaYW1tss7y8jbDb0ByuWXHAB9KxYleW9CpIIIWO1mP8ACPbrmr1kzpMDcR+TIG48zj2NW0lUGViiIm35nB4HPQA/zrmUnBcr1GjOa4QiSJsHHKkfzq/aak0YDNISSCCVOM89TVKa0TZIwmXeP4QMA/jVjTLBCAFKO7j+I8VnUUHHUo63TIkuLoy2sohkLAFm+YEgA5OcfSvWvD+vWdlY29tfvEZXI6NnYCO5P+cV4/ZWMkcuxpI1x+8YHhQO+D0rR0+USagwiKyhwVUbs7fQnPTHYVlQruD01Ez2O88R2NlcpF5kIDy7SXyowR8pHZsn+dY3iu/ja0gvrK+VnVzGV83CjsD5ffnPPaq+sajpk+hvZ3lwBceUgNu7ECLAxxgZz3964K3VbmFo5YbhmDlVfecAkdST9P1rtr1nblXUEilqcmYGtozb4YMjoeGJA4APUjtXH3Nq9tbbIfLheJtrOkh3MCOCR69s/X1rpJbfzlFsk4juZjh2OWCdivHqOcmultdP0yEy2kdtbylIw0olj/1m4Y79Rx2rhhP2SLcbnlMCTJGbloD5CkB8j2Jzn8ua0Lc3N042xAtJiKBeVHJ4AP4+/SuyuPCly9/vDwQWcykNGFBCjHA9CBx+dbcmg2rW3lpH9naL5VdSAcdeD6Vq8RF2J5GUNGtdlta2zqRKAMIDxx1yD27j6VNcW9p8lzIqiUp5W0E8secexxWSs2o2ha5RUERkKAOmVPB5O3tgde2KtN5t7bu1vIokhQtHbFctKcfKRnpx07msJRd7lEsCJa2zQrOZZvM8xVR+Qeye/HXHWmLqdyspjeYoH/1ivyAc8Y/rXMTjW3tZEkiljvLYBztTG5W6EH/OKvaFdObjfdwxpAIh+9dcE59D3J6VbpOzkCkdTDdWylbhirNn5gp4Kgcg1bnZU2XpZfLCjZIOCAf73tWPdwQ3lrK1ruiljGRgYQ8d/wAB09ao6DqsbSfZ1nmRthYRsMEnsOfpWShdaDbNq5meUoVndS5LB4chgAO/ZvauTl0FpbicCSJS0u4mU7AAckNz27e1dGbrzVZreN2mOZMNgEngYUdvWszW47hUgnn8td6BxJK20gLnkjuQSNvbrW1Bu9kJk/h6K40+38i+BiuJJNwTOCBnnnoK07S/nuNRMF3clbaLk5Pyrg9Se3APuaq2BSHRJpL7UJJpJSDHgbBs68sRyTnoPasW7e2uNLQWOGknfaY/LxjqeWJ9MmnJNyJE1sLealPFNBC0kJzFLGCqFeeBjqPr+Fc5cKiXcaySeY+4APnlcD6c9uK3tPjmmhwkjtbwIGO8f6zHG0Hvj25p2l+DbzWbo3RRoU8zerSLwfwrWNRRTc3ZGajKTtFGNFJJDFNJFJ9nGMpgkggKQR689/aufuIwtv8A6sMeCoPoe+PQ9a9ig+HFkFH2m6kkJOWBAxz2qxH8PvD8ZYJFKXwASXIGBU/2jRj1v8jojg6r6HidoJtq20cgjQnJ2jLEn0P5VX1K1n064NrMsaSBQziPnqMjnPPFe1xfDPRFuZpS9yQ3Cor4C8YPPes66+G2i2IkvbyeQxoMkE4B+prWOZUH1/Af1Spe1jyTTb17eQq2Wibqp/nUt3byQkOFLRuflcDg16RFYeHpowttBEFB4zGSfzp1xpVrLCI0tllRTlVK4ANKeLTdlFnVSwUlq5I8qZtrc8elOYny8YzzxXfnwfbzTGWaNUXtGnSnXnhu0kMSRx4OQqqoq/arRi9g9UUvhxZSQyz3bjCuAi/zNejiEEkiqemaSljZpGi7QBwK1Y0IxkVzVJc8rnTTXLGxUMA9KZ5OO1aLRUwxVJpco7MU9EJOMVY8r2qaGHnpQhNiRQdKtxxY7VJHFgCknk2MIoxulYcD0HqaqxlfUgmQzyi3Tp1kPt6VaWHsBgUluiwpjOSeWJ7mpg6g9aVkNkDwDFcr4l8G2utwjZiCdTkOoxn612G9W4BFNZQa0hNxd0ROCmrSPnPWtBvdHuzHcxusak/vAu4EetUbm4+1pblnEtwQd5CHdxwoJ78en619F3tlBdRNHPEsiEYIYZrzXXPh0FuPP0eUxSE/KmSMH2xXXTxEXpLQ4amGlHVanndtDd3rsttEZSgBYKOg+ldFaxWMVvaXs0Lp5CmOYJlSZecZ/PrV+0+GHie2mEyKsTqeGVuRXRJ4J1U2Y+2K077MGN2BBYn1/Wsq2Jp7KS+8xdKfZlK2tpdUsxFdKkdmRuDiZ/M2H7vA78HOe2ayItI0bR9QSdbrz5QcxxTN5YVvT1P6Vs6T4M1zS5jJFyhGWTO7kdgP61e1HwkZFe7jhNncgKT5MavuI5yfT3xXKq0YtxT919hcsluiKzdLm6F7pkckFwZBuRzhQ2MfIT0+v4VoRbIZ4ryW5DbWEhKKTxn7r989BWNcajNaq0Kq7MhASZUwoJwSNo7DPIx2puq6nbNeg258v5syRhiI2Hcgds5qLSaVibnonhOPSL3U3la5tpZrcqltEq8S56jnuMkDp16V2usPBo+lXOqf2dAJ4E3Rxxnb83TkjGcV4np+uQ6Zqn2qPakzfND5QDMF7KQoA49Tye9bt/fS+JZ7mbVL7z4Iotqoo2EMTx0649OvFdEcQqacWtR7mDJqwsYFv7y38yQzFlgmO4BySDxjjHX8PalsNIu9Wjtftls9rpt3dCaKOFgq+WisECbvcE+pye9Ofw9LqF6LO3jf7I0W+aW64AZSR8uD1HA49s1s2Gpz6Hb/ANjosd8RIRFJEx3EIM8Kc46nOOM+tRGsoRdtXuOzOsuLe1idV81p/s5efy4ykQZyp4YYzk5647VxOreJ4bHU1jtJofs8g8tGRfkJ/i6dt3HPJ5rnvEfiO7eWSKM/ZJwy+bIj5JJAIXj2OD71gW1jqtyItRhL7dxDyOCfLUdM546cjFRThzJzqaBJ9Ea1/wCMNTsJ95vyLiVCCI/3g6gggnoT0+lOsfiORC8t1bl78jaZlAXcp5xjoMfTmoL7wppMfhWPVIrqSa4dABHu6MDg5GM4rDi8Oi8SYwSqjRDkOfvH0FbRhh5q1v0Fdo6rWPHFjq0rxJCHtEXy7ZppSr9Bln7cc4xzmuSbXlV/9HwOGTa/3VVuSFz0rNvNNuLN/Lk5GeMZwfpmkGmvJBNMhwsKKzByATk4wB35/SuiNKkloDdy3Jqiso3LIs65KMDg8/3vWqJm3oq7goHUAd+fzqWw02TUdQWAzQxbiN0srbVH9T9B6VYeBTaFURTJbymMBAMuD/FnqeR+Ga2tFLQRftQkly6tL5W0Z56Gr91PHEDC8brvwVkJwCB25HNRRRq2Z5T82CAA20eoPT9KeRIV2zPI6Bcgq4Vc/wCfWuRtN3Y0QrZSsuVfd/FjORx/+utiwijMytu83CdGPGfT+lUIymwGJMsWLbCgwPcfStOyUTz7ZpSgycZj55HGO2TXPUZZuh4rYtBcW4YKeEc7gPx/xrRspzGrzJbKseMjC++R79cHHrVNLNbnFuhPmqmXDJjP+16E4796mkuW/sue2jnjYQFZXY/KQuMbhnqexri+1aIrmRq93fXUy3LTTTSOv3yfzyfXis+K41CWdodrnClhhhvI9hn8aV9WinheKEM8cYAwRngn1/rWXPGuk3r3pDPOBiNRkYJ4wc9ce1elCN1Z7l3OusZriGIP9paFFIUggKPdc9icZzjvU0+sGRfOEe0/6vexGWx/KuIk1F5pFWa5keRsls4O3px7kVoR3aStbI0y+dJg/Lkg/wDARzn1NRKg+o0zoYtSnnK27SSRyRnhBk5Vu2KTVdelVMxz7Jkk8vAxtbGPqPWsllj02OW6E8rTpxIjgqmw8HB6nrwPSti1trfUtGW4haIrE7CPeu9XYDksOvYYz071Ps0tbaBc2Irea/0qedfLclPmiMm1iueeD1HPbrWLHrP2TVpUSGJW8xWYKAFZRxn6j9Kp2GuIuqMpvIwivtw3zCTP3gp9P8KxdZNtZzO7zeZHcRtiSHJHLfLzgdsZ961VK6syWzf1lvtUMyHUntjFGSHVh5bgNu69T16D2rDsRcSRS3FxNcIVz5MuSQEJxhh+vSubm1hpbO3RV/eRhtxHfJ6n3rprHSr/AFax+2XpXbGpCgAoVc44bOCeOflz+NbRp8kbMzbNqLX7GGOOMy75k2ErGx2qehJHXt0qh5lrq3iETvOLSVEbh0MiMwUjH/AumPWs2HToJUaC/uEeeFy4liYs4AH3fccDBPHNacVvYPCEt4mX5i5aR2DbuoyPT19Ky5Y03cfNcz4r6/V4Z/mSLJMXmNjgfp+FdpJdQato0H2gq1y4LAbgxRVHCg44BOO/GDUQuo4MC5tojv8AmtwPuOMevTH/AOuoJNS4kdbVthkAwxBQEctg+v44qFPXYbN7WZFj0+x024ltprqKAG8jaM4LfeKKRnkHArko47YlrGJY4UlkG15MsUAGQM9f8jninvewXZ2SOrKzeZs2gknGGCsehIyK008LT3OrJPEWnsPP2qzOAVUcgbc5+vatOdyTk9LE6t2R0uhaFFb2kDzwx741woUcD1P15roB8oA4A7CiNVjRUAwqjAFOYA18/WrSqybZ7dKmqceVDZJhGhJXJ7D1pqJsXHcnJNIctOBwVQZ/HtUwGKxNdgRR5n4Vx+uA674h/s7J+xWihplHR3PQH6V1txMtnZy3L/djUufwFYGgWTx2TXMw/f3TGZ8+/au7A0+abn2Ik9CB9Ht44wsaBMDjA6VUl0aYL5kNwQ3oRxW/NycYpyR5WvTuZ3ONks9SjzuKP9OKbbNt1C389ShAbgjvXb/Z1IGRWbfadCb62Yjgll6dTikyk0ySLa0eQQRUyRhqjSx8s/LVqNCBzUsVhphphiFWWI6CgJ8vNMCr5XNTIqpyaV8RgsxAHqagO65GEysfdiOT9KaB6jpbg7vLhAaT9F+tEcLIOMljyzHvU8MCIAFUACrkcQzTs3uK6RS8h2HXFRtat/eNa2wAVDIKfKJSMnymjbIPNKzy9qtsnPIqNkJIVFy7HCj1NZv3VdlXuQQW9xeTeUGx3Y4+6K1Y7G3tR+6QFx1kblifr2qeGBbODy15duXb1NIa8ivXdR6bFRIiABmgsETJzT3TcnHWorltsGPzrAtagSGqNuTtYAj3pLWTzFx1xUkq8ZoKtZ2MbUfD9hqEMqPCEeQf6xeCD6g15tr/AIQvtORpABMit8snov8AteteuBsjFRPtYFJFDKeCD0rqo4qdN66o562DhU20Z49ousSpaRaW8dssJmLTz+UGkdTgbVPrgYAHqTXZ+FtKtri0gmjha0tHcmZJhuZnBxgt1HT0zzWkfCVlDq66nbopYD/VNgLnp1PTjvT9TTBjKS7CzFpIo5AjADrlv06d67a2MjUSjBHmujKm7SLd9qOn6Sxhv7pI3SPIQYOOcYz1965tvF+nySMLaNUQfdkTBcLn8/wrH8Q6s0jW0xJbeSqRwRD5OMbDn0OQc81z0ljI9xLeG2BSICURr8qqM8hsHOM4wO/aop4SM1ebIlPsauparp8000m2F2dgiNKOgzy+PUep9KsHUZLUKsHkS252qxiPBAGOecZx14rgrqOeDfI7MFLYK5/r6CnQanNDFFINygZ2HHGR/wDr/Wuz6ouVJaozudhd6pvjeFjAYp3B8oDJDZ659OKy2v4WjWO5LhA5QRIcbVPUgnnJ/IdaxIjc3IBVHKkjaQOfw9ac1o/2h5GMhiZmAl27icdj2BOOla06KgrCNq4mgGoRRPHNcqsigxRvltmBk5wcGqGpPFJqM0NlCsMCsQgZskBT1Jq1pGm39rbC8imkghkUgEArjPU5OBwO/qcCs7Vb6EOsdpEfs4AUM4+8cYP61UEr8q1AZBc2lvKJjNJJIhAQYB2nueexqG51KSWXbGQYwSVVFxjOM/yFQrFNMocqFXOMgD8qYtu0EzAiUYHQDBzjOPat0l1FY1tN2vCvnEtsPy5PAP8AhWxC6+bLLeTqrtyiRqOe2MnioG0G/XabTyZ0ZmjyhwwK9QVJyKuy6RqMECSSoRF0bEOSTnHI9PeuWdmUkNltlW0kuI1Xy4hlmDdAe4H6VFJrkC7USBEaPkOchie3Of51qSaZOtu8hYlJBgBRtB/HB61n3ekW88DSR2wjlCB8IcYAHUg/j+grKHLLcq9jW0u8gaynuWfyZVRWabGdx+npzTjqdtJBdzXwM9s6MhIPXPQgdRzisC0vZAr26zyvBKhidhxtOOgzxVO9ZxIFinh8pcZXduc56gnuff1qoYbW7EMbV22R/ZRtKAJ87Z6DGQB/KoE1ueSGa1ZUZ8E+a3UD+nNSw2yTsXtrjY77sDyz1HVc4yT71E8Et2YLXNu0kS/IFKrj3J712JRHcpxzXFoyzCICNkYKduQeKYl5cRy+cjSA7iVcHGPyp7iSztpIp3UszByVOcAdvxrQ0iz/ALQWRbaOKIkM29uSccjrxyeMVo2krhcBff2hHHAZHDRncrO2WkJ69fbtQDc26X8KhneLO9Gb3ByAOneqEsOo7BMLf5JdxVwn4H6VoxNcW9nHaWdvOb5mLN8pBxjjp1qWkloFy49ujW9myi8RlT5Pk27ZACepGDxg+tZmoCW7XyWmkVNxZRITjJPI796rTX9xb3EKTujyW4J45w2ed3qQTSW1xdmR3TYx+9hhwxPP4nvTjFoljJLG4sF+0S28iuG5KjCDHb61rXOr6n9kjkKgFEB35BJ53Z4+p6e3pUUd201m8t7OjzGQkRE8EYORxwKxr5DJM0kUbRxEAAc4X1HNO3NuSaw1G/vn+bYzD5o2CgbM+n4+tbOj+JQ0rRXzSiNUIBK7uQMc/Xp6VxCxszH94BjuTWnp10sAm2vskZRgkbsdz/KlOnFrUZuXOp7jD5btLCrs3llSCqcbQfbH8q0tL8QXcE7IqrtkUq8SglI+OCAfu56E+9cbJJNHKI5w1uWOT+7IIB5yB3x1FdZdaLazWVve6cktuzRllY52zAHgjng569eTUSppIbZZE0ctujrguJN+1Ix8ueCPToBx6Guw8DKbm+v7ho9gSQhVViVGRjjP0rjkja3miCOVlbI3lCV24+gySeMmvUPCsYTRopWjWN5vncKuOa8/GS5KTt1N8LDmqryNsCjIX73Snbs9s02YAx8HknArwj1xsK4UserHP+FSjk0wHmpYhzn05oBsyfEDectrpwP/AB8yAP8A7i8mrLYRMDgelZssn2nxTM3VLSIRj/ebk/0q67Zr2cHHlpLzM6nRERG5s4qVR+VNAp1dJA7PHFQ3aNLA2zG9fmX6ing84p4Qkg5IxSY1oFqyTQrIOjDOPSpCB2qoQbOVmwTA5ycD7h9foasCWNozIsilR1IOaQ2Jt5zTHmCkovL44FIWkk+4Ci/3j1NCRqnAH40ARmHeQ0vztnOOw+lWI09qkROKccAU7WC4igA4qVZAoxUBJzxSc1VxWLJlyKjZs5qMkgcUhJNFybA3SrVhAEU3Ug+ZhhAew/8Ar1Bbw/aZwh+4vLn29KvytuOB0HSvNxtb7C+ZcdSN2LMSeppAM0AZalOVNecaBjFVb0HyGq2Dmq13zCw9qCo7lPTucmrkmCKztPbDMue9XnOBQazXvlfo1Ncgilaq8kmDTKSuWYG6qTXOeLNKOpWo8lgk0J3KyjB654Pr3zWuzHbuFV9xdju5zV05uEuZCqYeNWLTPO7J47qOCOJ7kTW2RIJOiktyzNkdeMZOaoB7rSr6W3SZA9yNuxThZFYYy2eB14zXX61aR2jNJE0NqsmWaZkJ24GMADjJ9TzXmNzdsUMauGCvxIOCf8nmvbpfvdVsfPVYOnJxlujX1i/lm0iLTSLJobFMRiFMs64+Ylz1x/8AqzWfftaXVnZLA7i78pY5ITEFXgdQf55/M1mF8BSvmO2cYA7nsD3qG5mMjDaoiHbB5x712xhYybJhO1ldq0TsrAEB1PTPBx+GanF1IPs0a3TCCEgqP4VPrjufr1rOUPCW3RA8Y+Y9DUajJKhiB1yT6CtOUDp72+36ZLIb5XUuGihdSxIJP3j03AfhxWLGZBtuJRubgRb/AG9vSq8brNKcjBI4HbNW0tJ1G65VkDAiPzCF3fXPIHHWpUOUCeZ42HnGZDPK+9/kIx6Dg1BPfssTKpXcx3PIQcuc1enjTTtIi+0oRcy5Pl7ei9Ac++Dx7U2DUYZtNdbplPlnekQAHXgAnv0/CiKuI20N8ukWt2YYsTSlJJZH25PQAjr75P8AKtWTWJ9HtYXt7qSOQ24nCyFWIbOMrnkDHQ4ArnLR7nbJb+bLI6KZbRS3+rxzn5jjGMnjJGKt31tb6jEBPeRR6gQZN8rDDPjK8jhc/Nz0zjiocIX1KNW08d3V3kRQK90uFRTGG3jPJGO/Pv1q9b3tvdWv2a/gnEowclPLkVv7nU+o5Iwc1y8ENvDHBf2moGPUd7AQQEBnGOTuzx9MVo22qT3ekHydTuTdPvGy4xIVHJyG4Oc8A59iORR7KNtALa+G7e8lF7pl1Ik6BhdWpI3KxyOfT0+tZf8AwjWqXBeC0t9srSAMkci8NjkMOvPr9KZot8lvayySW85uGB8yONwqMGBHJJ+Uk84weQCOtLpWvR6ZO8+nQ3TyMNzeecMMe68sOvai015juRPpWq6ZZqUtrzzRIcfZ13BjjqcA4OD0rKe2ksDE91YyGFiQvmKUZif6Cupi1GG505Ncm1KeC6inwUjG9Jc8jeAcjJyMmoYfEKm6JX7QbK5JEqSAFkIztUEZ4xxyKpOVrsRzFlGItTMZEBD4wJB1BPGBW7Bez/YmspIoI1knChiCAy8Y2j8/TNasPhvw3fatHPHHIbN1UbBccI5ByvXOAeBjvU174Y042cU0ElzcQhVwonJMfHA9vUHAqJVYt7MZz0GsTS3h06CMSFnKurkbUUehPcY6nio7/URDLGwV5ZSSTNkqG9CFHBxSTaFd6ZeNc29jczWrxsEZfnY8feIHQZrMm0fW2g3Ppt35SRg5EDAADvitEovYLk7G1uLqQsqABy7bcDJI5wew5rKupmUmONiBnB2nA6Y/lW5oVi9rbzTTWcjtnaytFyq+oBHNV7mJriWae20ho3aPJUqxw3cgfrWietkiTBjgmmZhEpbHJHpVmeK5inWB2aXCjaU6dPetC1tbsgI1ncRhhkyGHdhgew9KZcaVfySRIbe5IVmDHyuME8H34qru4zPWUQzn7VAHYLgKw/LpWpossJ1Ab7VNpIOyQMR19Rz7VVGkagswSOxmkXtuTHJ7c122meDrT7DDHLcGHVY9rlLgkwtg/dIHAHbIJFRVkorULD7ee1utVlYWJTyfMijLOOSQAUBJ5HP4c1B57STK7XK25TKKyykgqOwA6c4HQV1es6BZ6yyF7axErqMtb3KxvEfrwCO/OTSW2l22jRC2ub0SzqQFZUDbhjjk8A5xzXL7VOOgrHOR25muQHvJZ5XCnYRgbsgdc8jk/UivXrGIQ2kUQxhVA6Yrz3TNNjudX8yIJJGkwyHnG6PnPygcHkdq9FjkVW5xivMzGd+WJ6GAh8UicR8d/wADSMPm4/h4prXiIQqDe7HAUVI2STnGTXlnfr1EUc1KziGCSVjhUUsT7CmIMGquqt5lotoCcznDY7IOv+H41dODnJRXUmT7mRo8bNbPdSA+ZcyGZvx6fpitDgZpyoFUADAHQCl217yXLoiJO7uN7U059afigigVhFHc1JUYyKfmgLEqIrsokZkVjt3LziqNtDHaTz26lZCjZ80D72eamLSgkK4CnqCM0IgTLdWY5Y+ppCSaeo45JzTlGCKTcKCadymS7sfSmFs03cT3o6mncVhSaUUg5NHNIAYcCo2YjAAyxOAPU04nuTVjT4QSbyT7oGIh/WsK9VUoX6jSLUUQtLcR5zI3Ln3ooLFiSeppMivFbbd2WlYP46VvSheTSnrQAzGGxUN0P3Rz6VYI71Bcn9170FR3MS3Yx3JHvWiW3LWXLmOfNXopMrTOqavZiPVKc/N1q+/TNZ9x1oCnuAf92Qabsyc9sU0fcNSqcQA+1M12MnWrRdQ02e2c4Vl5NeRz6VCzGO2uUkjUndKzYY7c5+WvaXGTz0NeP61ZXOn+ILswW/yl9ylk4xnrg8dTivWy6balFM8fNadnGfyMCSRVRfL4IOcg1q29hp02lLNcTtHIR91CCScnn/61Ztz88kmADIWyQo4B7/SoJJ5Au1lKntx6eleulfY8guzx2caLHGZpCOSzEAGqAglmlPlqdgOM+lMdiOAwx/sng0qySKvB+X+tWlYY9ZTZzo0TBmRg2enI5qZpnuZ/Om+aQsWPXB56Gm2sEl5LiMLvPc4FJJHMjOxVvlyPmGeenajR6AJf3hndEAIVABjPyj6Cm20Sv5jDCdANx6f40Q2s0kmQh3Eg4xwR3rVe0mjLSQ2xilb15HI7Z6e9F1HQGd9qs+mWumzLKhkvpNgjJjIhlUc/IV4z7cZ/Sse105raGElLa4tIl82OZ3ThDnsxHzAnlT/+tJY5NVsZb1opXYziUfZnKxoVH3QM8McZz0GcU2S+nW0gt9SLTRXMLO7PIS5BGY1JXHGcErg9yD2rmpuFrXuCRlXC3VgFtruNZ47j96TayBTt7Z2jGehwah0+KygvjbvKq28yZaWWMgxP1GCM4P8APOK300ia0urRbeW4e1vATcOqqBENxXAJHGcZ7ZHUVoX9pbtHJfTTtFFcKIoVWAFCUGHMgPckAjn3q/ape6aQg5yUY7s53S4UlkBt9RbzHYx2yyEhSoOcOc4Hfg+taN1v8P3E93bQzxw3Mf7syxnykct/C393G4cj9K37HUrVLiCK3gRrQRkrEqj53UDcQSPvHAwPrWhqWoRZMllpLXVxdxMYoiP9S4xgbW4zz29KwdZua0NauGqUpOM1ZnP+FNIsdRju7CJLVUnXMpujjgAn5D7EghsdM0Hwzb6TqTWNvdSBrYv9oQty5AB3cDgYPbPrg0mjT/6TNA2norSReUI4CreXtcdee/I981Yu7K8s5opf7PhKCUyqjqW3HoY3Gec9fwocpe0actDBtWKDWTSQald6VCsGls6HdsL+ac4IDHoO/I5zTLa4hvV+yNLfqJ8x+XBlljVQGVgDyATx/s1rRXZ1u2t7ONYbW7WRC9p5eyCRDnIweAw5wO9St4cSz1O3utKaGUxAxvG06tjJ+YHHK8dPShVd+ZEvQWwupbeGKS1vJnjQssltew4XIH3lcgc56+x55q/KL+SBpoLcT3cJO2JPkyCf73PPoR1rD1S9vmuYEns0QwzB3jhjIJBPIYdCpHcAjNbckVxIzIZpYDJEJBG7AkKP4VK/d/GuerOUWpEtnP3MyXesS6ZfsdPvdg864JDgNjIABUE54H8jSt4P8RbJBHq1g8RJ2HaBuJ/4Dx9O1bN/p638bxPbyWd1EiZuZwJGnCjhipGenU+wrCudUWwuIWm1dXgYbT9kUpvB5D7QRkggg8Y7da6lWk9IFJiL4U8aojeU9uyq/IV4xyBx1A/KrcHgXxQ4TzdSsoyWUMjKCwAPsvPJro2so5I7S4ctJDMvlhnJI55BXPRu+e1Z+t3xtSlrb/bLh9wjM4TDZPUhiMMPy+tZLFzqPlhuPmRcvPDlvc7YrZJra4kVxIkiKyR57gYBGeoH5VjHwTdGNx/wkNos+SFQwKAzkdOail168hnt4biZ1aElQWQiTA4G714PBya1rHV47hUSNXLs37l87ip7kA+v+NZOvWg7NhzJmHo3h7UxMLW8aaJycSPIyYGB/Ce4PGCD1FWL/wAJa0YHeydJwgK4yyMSTwCpB+b8cdK6q3neVz5+o2nmAMrRyw8nGOAvTn1qWO6OnLJIRbiNmz5aJuVicHGO317GqeLkncdjkfBtref8JK0N5aNby20eWVkG7JxwTj9K9MMLNWdpsdlc6iL6GGNZpEbeyADdzk59+a28AEV5mOre1qX8j1cF7tO5FDbIkgdj846CrPWmLLGWZQcsBzinE4rjOl3b1HDAyScAcknsKy4ZftkjXZB2vxED/cHQ/j1/KovEE8iWtvZplftkwjdh2TqR+I4q5GgVRgYUcAe1epgaVk59zGYoFIaeeTxTG6V2skSk4pM80mefakUKfWnAcUg5FOFACYo70E03vTAMYo7UGlA4pAKo4p2OKapweaC9MBaUe9IWVV3HgVLDaS3OGO6KL1I5P09PrWdSrGmryYhsNubuTb/yyX759farruGOFxsXhcd/eglFjEUQ2xj0702vHrVXVlzMuKCkPSlNNJ7ViUTRnAxikb1pu4K2CcH3p2QD7Ggmw3d2qCbLDmpmXvTHHy4plpmJeKd2aS2ftVm9TvVGM7XpnZH3omkeVrOuR81aEZylU7kc9KCYaMqg8VInMJHbNR5GachxkdqZsyM15h8RbadNVgmjZtkqY68Aj/8AXXpxriPiPHnTLWUZysuP0ruy6XLWS7nHmMOag32POftdwLJbb5NgbdgIMnHqfxpFtpZsF8yQpyQrZxn/ABp0cbC3+VgokGcYJJ59u3+FOd1EbbZ2Y/KFUr1H17Yr6NLsfOF23srJXH2uVYdyfJEjbm5454459fzpkyaXMyokc0bZ2gRkEZ/rk96htRDcOY5rpIAy5Yv/ABMMYBI6DnNOnt0th89wJl2kRuqnBPHTOMD3/Sp5ddWBchFnZpGYC4mOSQELY9jVU6gxJi+UIeWwOPpmst5Wack52svBPy8evFS26TTNObZSyohZmOAAo69afs0tWFjajv1W2w0aBx0AQDnsTx+NU7nUZi/ysrEEFsdDVDT7h4Z0lVY2KtnEi5BPuKt72W5ka0xwpLO2CD+fvRZXCx6doEf2C8i8O3MSbHdXaRSC0eVySecYySM+wrQEUGnWwtpbNFv4Z/McsQ6MMkK6deBgce/Irhn1m1ilSZ7l3uUkxI1vyXAOQfmG3ryRXSabdrqN1Z3UMypeGIyornoxboMjH/668ytFwV0tX2LSVmdM/wC7u7GznkdJJyZE3jll6fNz0wTgjjFV4tHju5Zmv4RtTzIEHnh2jUA4KjHLYHBPQAelZdzYXcUq3t3DKDbIfOhUFmY/3sDpwScZx/Kqz6laW88llcCdUEoIumTam4AnGQfmOOM+9QlO10zrw7jdO2hb0nwvDZ25iN755LqY4ydp25O4Edz/AErf0nTIrO5FwshadEeUeY42tnpx2wDWRDd25lmvLVfOYu0oeJgrbtvAIPIBxnHP8qybXU5NW1dYnTeVt7xY1QH5htDIO2T2ohCVS92ejipxt72pc/seGOSe4Jgtbq5KfNayEjnOD9Dxn/61OhWzh064NojS3PErNOSVOOrNnGDnPI9qyYNW+0yW8cStDPnJRIgxGRjac+mBwe9bSX07G5nXTfOWJirpNKRKwxydpHT25HNL3r2Z4mIqQnL3FoZapHf3Za0lgS5kUrKzRMzueffbx1BpgtbdBa220RLJD5ctxEy4LYxng7sVMusWEqG70fS5ftgIjaJ4w6kkcAFW44Ddu3as+/1VLaSP/RJbeYqZJYZTsWOQ9wcZ64/Otf3jVmjDU1LFZEiAe7tphvKCSeTzVJ44znKdF44NWdUvGdraHyipQFZHt5C0JOflDLjrj0PpUcOpWsmgJHK32hpTm5RblWZSOjds+nfpWVca9NZ2zQs9sC2Ui8sBi4P1H4dOtZSpv2l9xGleayVmt2vXjilQAF0DrxngBs5BJ9D9abf2nh+5eJ5EikvbuUiPYhTDdcSA84PJ3Y5rGsf7Rupdjee1uMSILthtLKR64GcE8elaniSSOa0i862ijOQshVclh0+X0P41TXLNO9rgW9Ximjt4tPnvWmljAMDLlRCuMD15rjdQuro6tN++drhRtcKpHofm6c+4FdIsRuvstjBPLPMrBId67W28YyDg45z36VqeIvCx0bw9HqWoi2muInAle0cqy54UnIO9c9QRxmqpO07tblxhJps4TU7x4r4hmikfaJGkWTeDnnAbPP07V1vga0j1O8ijmykUUsRfKkF1bPQg8ciuAvHiu5WaFPJcNh1CkDp1HpXa+Ax5ulsUv/IMt1FGrEBtpCEkEEfqAf510zpKydhwSvqa/jMf2N4jmjt3hkgkAKRxcNGTj5fXPQk9TVCDX3SN1OYpBggEEkj1x069e9c/rss17JcX8kgMccmAd+CTnHy49h9MCsiz1CS3+9skjCkjePvjsMA/pWMsOp+8hN3eh6v4U1T7VqciCbzFWIjgY+bI5+uP5V1ssjbeDya8c8Kai8HiWykYKonBQrGMIueQB7jpivXA25gBzXlY2l7Oa80exgHenbsWrZNkB45J5PrU+OlIgwgFOHFcR0t6jbm0iv4PKlHQhlYdVI6EVUbzbQBbnG3oJR90/X0q8Dg1OrK6FJACp4IIyDW9HESpbbGcomaGBORSMc1LNprxfPZnKf8APJj/ACNVhKCShBVx1VhgivUp14Vfh3IsKRmjbTgM80uK1sO5HTugp204pr8cUANyKWmZFOFMBTQCeKTPO0cn0FWorCWQZY+Wvv1/Ks51IQ1kxXIGIC54x70+K3mm5VNo/vPx+lX47e3gIIXe47tzT2lZq4auOe1NAlciitIIGDPmWUdCw6fQVJJKX4J49KYTgYpBXDKTk7yZaQYooNJmkUFIgBcA00nAoRvnI9BQMnk2scEZpjYGBTSeaaSc8nigSRKDmkZeKarZNSdqQGZfL8lZJ4atm7wRiseUY/CqR10XpYuwN8lMnGTxUVu/GM1K3NA7WZQk+U8Uucx5FLMuDTVyFwOlM2WwyuU8c+UbK2NxKIrcS/NJjdtO0kfKOucEV1h4JrifF1rZ3WrWv2qVfLRD5il8YHXAHdjggV25fFOqm+hxZhK1FrucvpkCmRCmxmlDHd/Ev90AH3/LFZFzawR+WqpOkxZt6yfwgY5AHXPNdnq2mHTporO2kLzFiROQQjRAYTOeAfpRr9k6wxW6m3kmRd7sxw0xGCFGPuEDgZOTXvQqa6dTwqkk4RXY5nTtNtY9TguL22uZ9PkYoJBGVBfA4H0J6VsajZTQaLdWkax3Fs7tJ58mSwZSFG1j1OMDAp9srNq1hbXB8uyec+WIJshXZhuJ3Z3dSvrV2AhmFtIJru1kVyEYfu4Y+43D7pXaG+o60py965mkcFJp8djq/wBluwZY4yCfJP31IyCPbkVopp39pW1tZ20TwyRsSyOSQ5bHzdOFA96beS3NpfRy20xuFktjEjsnQHcpA7nGevvW3p1oLfSZIiZpHkHyqw2Y3IQeTyPT05rWUmlcuFOU3aJxy7d5HHB6L/hU6PO6BISWVAW2hc8dW/Dir+qWWo2LLbvDH5cUayR7EB+U89ep54JPpT9CvTB9sikhc3FzGYspwwjPLbR07AfTNNtON1qQvM3p9Le58u4WyfCS5MXB6EFs9ypFXpNQsVa9vo43+1LIpRZAAIY933EUjkk546AVqS61BHAq2cSSRxEtMytnYgODn/a6HHpzWBqEtjfk3KSbrdpQgZF+Yep61w+8whVcVy2Ol8N+K7yMTXD2p8ueQKcHoADj6npx6VLrmlw+J9PXVNLLSywoVjgQ4XryMDvz+Irj572NbKHTLeURRCZZ/NXn5sYHX9QK09Ej1OO5mhsLmOzmwu2NkPlSjoCp4x15PX3pRfK9XYly7E2m6ZqA0DUJ33fvQPLcKMEqDyc+/HY0eGba5tNRb7QiNGm5nkVVLMXQjYpHfOM46AVmC21bSb25i+3qt+uMWsrErJu5bGcqT0xnrXaWsRa2tZMwrfQyRiQQvwyk9Md/TI9waJNweltTonOatzI4q0vbC9tUgtlube4aQNF5ZypYdietTQ3lxp13Jc6tJHIVI2Sh2MkZz0HOPrxXYRWltpryQXtp+7SQnyIomQBuhIIGOg9ecUlz4e0t7uOSO1t5lZj5JiXA2nDAZb+LP4c1E6kInNFpSTkro4zVZY4pYdX0V2tJZDud4yEyxPYHoD3xxTH1/UL1Gj12GS/MZwI8rGQB6Mq55HPUZrstS0Ky1ea4gbztPlKKkQOT5frwOCCP1rl9YNpo1tDZPLK8hXDFkIwR3JPX0x7VVOspK27LjB1JWgjOkm06G4a406NYtmGaEsTg9+fSrllf/b7YWU8AtZZCNskke+Js9DtIyPqParbaLPqukRTWq208sYETwRZRtuPlYknDdDnGOas6R4W1e5mWPTCIlMW2aK7nBED/AN31BPpj8qajGbtuzPklfltqILKCN5hZXhuflxMoIICgkZ45A9j0zVvRr+0m1GBbvE1nHOpLBcgN1GDnFUL/AEHXdO1Gz862iSHzFSWSCcSebkd9vQY5wR2q54QsES0hjSFTJGGlhZyFV3XIx7/oevWsatLeV9QUbPU9mC2tys0jQww3O0qsgUFlGOCT1rwfxNq6XepPptxcSW9uCXeR33+YRnaQOwPUV1OlahrU1uY57yKOa4laOFtw5A6g+g6468VyfjvQTBb2NxGpWcvLbyocDYyYIAJwTwev6VGFpyVTlqas6Zzly8q0TOQkSFHllWYTBOCpzG2D/F71u2DTReA52hby5Vv1KyIOPuBRg+vzH861/h/8Po/F9pPc6m8lvawgxRvGfndx1JzngdPWuq8TeHDpdrHp9xIs9mG8xFKje6jbhBtGe33sdDXfUrQi+S+plGLSuzyGwQ2863Uk0RtYHzIzLuyf7gz3P/16BfNc38xlt/JFw24iJM7F9FB7f4V1dmt1d6o8GmtAsqZL2UiYWIZAIKuuffJJ5xWBcaLJb3rh4pWuhKcRRoNixjjLc569vTvWnPG9upJJo80keo20sLTMscuYgxPK5549x9K96so96rIe4GK868M+CpporC9nuLRkIMhhUMXHJx7Yr1KKMRoFHQDFeLmVSMnFJ9z0cBeKkOAwKWilArzDuA9KVTRSrQIkVyDwaSaGC7XEyDPZhwR9DTaM0JtO6JaKc1lcW3KZnj9vvD8O9QpKpJGefTv+VaqyFe/HpSSJbXA/exAn1xXbSxso6TVyWmZ24AVBKwGSTitMWdmBjD/TJpVtrRCCsAYjoW5/nW7x8LaJiSMmFJbg4ijZ/cDj860I9MYDM8oX/ZT/ABq55hxgcD0FNzXLUxlSW2g7CxpDAMQxgH170MxY8mkpCa5W29WNICaO1AHemsc0hidTTscUCkNBQVGzc0pbio+9MaQhbFNiY+Zn14psh4pqHDr78UF20LOec04/MtM7U5aCGNBIpGc46091zUePWgaIH561mXC4YitZxWddL3po3pPUqQtirSnIqkOtWYzxQbSQyccZqJT8tWJRleKrZwp9aY47DSeaw9R0u9a5aWOKQi5ZBuSBZAIxnKtu6EnJ6Gtvk8DrWDqWtSWdzKGn8xZyUlWOQ5XbwByeCK7MG5Rk2jhzHkcUpO3UztQtDFrYdYhILa4CEMnzLGFG4AdMe/vSmaNtPmsrS3iRZHc4P8G4YzzycDA/+tTJtU825uJ7uNLSVY1QgzbyY8YBJycn/CtFdIs13kzyTFUJRLYMxJIxlsjGO+BXZKc1LyR87OV3oc1NoVxpKwpPJ9ukmx5eVwjPuGBuPfpz7Vr2chS01C1e/tTceZyvmHDseCVYDnAJBGOeacJZWiFvO7rtIwrEgdc4NVp3e0ZcLAFJz8iruLkfeOevfoKulilPSW5Kloc9qqWwKvc3cbxljs2J8/HQKOgUe/rV23+yT3tm99cvN5kTvL52AyNnam4jjHfFdC/h860F/sm4mkvQo8wMqkKMclmbOB7VHYeDpobiSOMtqF20Q84Woz5SjkYOByeO3AyfSut1ouF7lwk1sY8s99BOongMEDRRiNISFwqOCAp7hup7Zxmsx3vhJ/pwzKsjfuZ4lVmzz1IzjHOa7HSLiG71eWS5jiafytwUjDBkYYIHbBFa3ii1sNV0+W7uEeS+WJYo2hjLMzu42qP7xABx+NYxxKUlBq1ylFyPMrWX+zxHFM6mN2UyKRzg/wAXH+Nbn/CJ+RbS3VrdpJBKh2LGNwLdV/yax4bi1uGjRLIK0PMluFwCAfnwR7Y+ldbJeWdra293osUNpp84EcyMJGj355YMM4x07Vs7kXtqcbbXCTu0JTyZVILAxhww7jH4V3ugva3Nwlq0sk0bHEUYXKh+xHf8K4O9s7QXRurae4t5w25orpccHnKt3/ECtixu7i0v7KTzYRb3RCmTBVIg3BLY5BH5VlXo87TiFtTc1C4sHvpX1SOCSSOVW3y7ldVDdBtBzyD14rRiutPuUjlglnb7QHCJCABCoJOSSRgEnqOua5q2Ml3rEdmZhCHl8sOWBLHPJzkVqmTUL3T3s7ezjReI0WeQMXIJOQegHHT1qIxTVpdDvxmEVCEG53cle3Y17pLuRP7MkndUSMSskcu4TIfvAZwQBgdPWs6CWO0vmubWPbHGm4IXZ+nTae3HNSefFPZLG9rG08UQJlEuJFP/ADzVjjcMdh1rEvbiK3LWlutxJMFyWcrtBxkqVwDx2qJ05P4Tz1Fy2NG6mnHiabX1nE1g0WCjMSVwBksvXHB6Vzmtapc3viSaSC1M9mgEvlSJuUxqM8564yfwNdVpmoWkujTxm2nS58oeYjlVjZDkFUY+3YYrHur7T4JJjps6NtAaRQ24qMcbGPb1yDVw7tanXh6tTn91XdrHoNh4l077FZ21jp8mmSXMB2iJAqltp5x97C881e3LdPPMkM6kQxSmZiA0jjvjqAev54rBsofEmp2q6pY+ZIEQCFLkKOSpBZOBwQfzFP0GG+uJU1G9a4edYm3AvhSpzwR1wvPHQ59qjkcJXVyoSkpp2OrjggudKS2jS3RPJxIemQBxnuQDXI33gO6ZFTSLy3iEf+r8xzlieWOR068Vr3sd9Z6oFgtS8FzCIolR8AMc5ySeOvfriqsj6hp0Msi3EE0ClpWkDbWUYH8J7d+K1l7tpWudv1elV3lY5xvDxsgI4bSVGlZvtDMxID/dAXr19/c966CXwhaai1lZ6td3Bu40MoUMGj3DAIwR2GB26VS1DUbz+07Z7CTEzwRmSYSgKAxLHjOG6CrNz9ptbmzvSHMXmAtgklAcA5HpnBzSpNKTm1qjnhTo87hKXoVtKs/7C1ua10DzWeJit0rqVVn6kjnAB45Hp0rQ1mS+muw7WaXM3EfltL94/e5YHC5wePzNbeja3tkMttbrc3c8yLOyrtEcWTjLH7xHpWZ44vv7K1Af2eFSW5jLlCMqzdM/lxwa55zhKbn1OWScV5GDaOt3cRSPZx285AU+U4KoTwUyeSQOSSa6TU002Owihe2hZWcHzJAMtt64746da5+/8qONLmOPaGUxomMsWxnkDqQMVblgXUFs9Ojn8uUAl5XRsjPLAHoK56vPzNrdl0qcpxlyq5uaSiiBiqkYbA9MdsVo1BbQLawJBGxZUGAzdT7mp68+W56VGnyQURcUopM80tSaBSiiimAtJmjrQRQIKXNNooGOzRmkpaQh3agdKQCloEJSYpSKO1AwyBxTetBNHSgBegqMkk4/OlY4GT+FNXIBz1NMaEc9qYxwKVjk1G5oKSI3PNNJwy/7wpM8mmsf3sI9XFM1sXl5FKODSR46UpOKRkPzTGWgNTqBEDCqF2uAeK1GHcVSukyh47UGlN6mSigsRUoBHSo04lqxVHVIQc1TkUhj9aujANVbgjzOKAhuUb6RY7Gcs6oNpG5jgD3J7Vy+qWkc6JEJAs8EabGZCpmJAbOT14OMV1F41iLOY6hLJHFtGDHjcWyMY98151q093/bFtfT35u7YSKVa5fc2M8HjjOK9XCQTpPuzwM1nzVuVdEWII7G7L/aomExOJADgPjnmtB9d1CGZYrB5FyBGiR/kAMVV1yAwXgmAZNwwxHGR602zsczeax22zq22Mn5vY8VOnxSenY8robAubeXSrgTyv8Aa4nURxuo83eSAVx+PrUF1GiWMNzGN93IDEVPOMcDHuKqB9Isrp5LiS5a7SMvDtOQzDlQfx+vSqba3EZoybaWKeFhKyiTIkPYqOqnOOOetUqPPaUFoNK5audXvvDyMlncLGs67JYx9x2HG71Bwa9B8D6/b6X4du3nmEt9NIJfJKlccYX5u+QM57V5Jq32mW8t45HV5A3mMkfIBbGFz3wB+tdnYqlxpMjzvFJsQ7yZ9uOOgxW1Si3TUW9TSM3HYtyaVa2V62oafFHdwTCRrmF5QXjVsg9BkgHoR6c+tS6hdfYhb3NrLuS3fzVcQlf3nYlj2UH8TWn4R0GwbSk1q4my6gtFCGLBgMgsw9evFcdr1hYXUk13dSaq8EjboQkY8uJemOT1BzxxU8iqVORSvZHS07XOcn0G9tNUurZLlBZxvtaZW6nj+Ec5wRXb+GtJGnWYup9StxK/yLAG+8CeTtz1PHGM1jzaXrD38sEekNMkDE5jIAXcMkoScnnHXpVK18KXMl8xub+O2giPmP56nepxnBx/Fj0Ndqbk7M5dzrZ9C0i9u7hryyBmmUrj5vvn+IAHrjv7Vh6naW1rHBplzFHFJbYSLfkLMhHBYD+IHr/KtK5udP0/w7Ld2niSG4vCM2zSzZmjVhgrySc/XpzXC/23dC0xPl2LhWmZdxQZ6gHrSnGWyFZm7Z6dBfziH7RFDqsbDbBMQuU7c/xev41X0Y3VpdpaXUcaxJJKTIzbEBPHU9ee2M9qy7N/sGotqFvLETE4BM0eC4PbbzjP1rRutRl1eSRZLlsswXyn+7gHsCOvWlKCasVKUpJXex1d7plsuq28VxJbRuoD4lYhYyTjPTBHqTXN+KNTt7nVILy6kikmRwvkQAx7VX1IyDznkV0KWclhZLd6hp93qtsDvMyNHtK4GCE6kD0zmuM1q4TxHe/abeQqVkEQeYLHuXnGSOARnA+lEKfmb4arGlPmkro147m2nkhY3abQhkECplV29nPGO+OT3plva6dqVw0FhZ+XHcbTtXCn3Bc8gEntmqo0u6+wToqRlo1yqCcbWQdcY6sfypPD2j61rDvaNHLEY2DBirLtHTBYcAHgc0lFrZm8aindU42/y8z3fTluEthDM8SAIIyi54wMDB7f0rh7TWprjxdqWnyMhS3YxRxR8FBjbuY98Hr+B967bTNNvrKya3maFWcKBsHJGOcjnkdPSuLs5YZr/Ud9uba5N4xlaRAZP7oB9uOvvW9SrFwZrN2asWtWv7eXTA01uzOBsEwAk2nrz3HHOenPrmucXUF1G90u2ivJ5I5ZJIWjj2gYxxgHPTHXoa0fFWoavoDRfYoDeQS4LQjIKMBj5VHOCOucjPpUmnaPcpZ2+ow6dDZ7szSfa0YyxJkk7AO3ocfWublnFJnJUc+ZpFfQ7Wb7NcJcMIrVZt32zYrSS45Cxhh2zkjnoRVWe7azESLfzTwyHejFslgCckryDzwKsyWdlcWtvqGsvc3JMjx2qA+UASS3bG7tz9BmsxNH03V9KSa5doNTZj5MUj7GKk5Axzz9fWs+RSRgzXsJrzS9KNw91l1kaRUjATKHhcA9Rz07Zq3cLca1eW7z2rSXBJEkQTOIivB/UH3rnbWWGa2NlZyNJM7B4WdSWlx8rIevzD5fyrpLPVbiwkhWNJry48vbLOI1QYGTx3bHTNT7OPPZ6FQ952k9CK3j03R4rESrLd3EEsnlpcAphsryw65GeK0rmK3uvEaNY20kUSESHONhyDkgfl+taIvLfU5LS4nsIJfOXy5ZbhQf3eOOnft7GqltKsGpi0RFxuKhUwyps43bs5GQcc+/TpSr0LJzTujupVZU5rle+htU8dKYOpp2OK8M9EWnjpTKdQSOopKKAFpCeKKTFAB2pBS0Yz2oAUdKdSUtIQ4dKKO1JmgQZpM0vWkIoHYKQ9KDTGOeKBiH5jzQTijpTGPFMY3vUMjcGpTwKrymg0ihtRM/+mQDtkn9KeWwuaply13Ef9vFM1irmxG3epTVaA5jqdGyMGkYNC96XNN6UZoEPzUFwvyGpQ1NlxsoBaMwG+Wb8ak3HdTJuJ/xpR96qO7dCyybF+tVGJZsmppzkgVAe1BUVoZ2qpBPCyPA/mR4ZJ1biMnjBH59q4FNDvr60mto0WTydxbDgZx2wTyeegr1BYM+XdNZxzDBXezA7VHOcfXP0ri7PT5YdZ1KyjYOkkCh9nBjY8hRu/2SMnrivYorlj6HyOJqc9aUvMqpbWFn4fghnnu2Zzn5l3bCeCCP4RnA71Rub4RFY1LF8YwvoK3760S5SGDCxL5gUwcgSHkrlv4f8+tV9W0Jbbw2yXHlu0S+ZJOkeNjKMjk885Ax0zVqEZyUn1OdWZyjXaXtyUeMsSRtxwcdqkjv1XUY4bfy4cBg8mODgev1qxeRQxeGYZreyWC7ZfMMqMxYL0Oc9uuAPauVt5C0oRc7yGUc9c4/+vXXCjF3tsWkbE+qi0t5oQN13Nn94D90dMD8KoWl0yxPDECs0rckjoMdR7024tGchnARVHBJ5q1pem3EtwjWcBdww2tJnGc1qoxtYpI09DGptcfYLO8e3NxtHzzlAw9cAjPQ+/bvXfDQ4rkCCOSS8usMGk+bGwc5IHfn3rl7zw34ts4/NvNOfAcyeVHDhuPVh0H411OkeJL3R4GuLe1dHnQJMX3KI5Ou3OOTxwR6iuXEqUbTpnREuLryazoTPaXIiwdqAthlbHIPoe9Q2jTyRW5up43MA/eSbd+7A6Buu7nqa56Dw9rMAl1eW1kaSNDtO1S+AOu1iDnHHrilXTvEmraegWO3ie5i3rtYqwUcgvtGM84FaWe6Zycr3INU1Kxhd7q0htoo7hAsZMYEhPckYx685rnbK2FzqMCyzzwRSPthlkiL7WB5AI6ckdfWtC7sdUW9hj1a3kn+x4URpG23Hrx97t0rtb7SIF0GS9h/dXkCeduQEI394sDnBpyqqGnc7sFhViJWk7LuZGkaZqNl4gLXthB5DxsolKbTMVPysydm57YzVnxVa4v7WZZDBGkPny7I/mjIP3yB1Xnnk96k0zVYri/0mMXkUrSK0Hlxud25e5B7c8Vb+ItrDHY2LSkQRyq8byeWWbjDAD06mseaUqiTOzE4WNGg4ppu+4/Sdas4Ibq1TVILtI0M/wBmQsflH3hHlR2Odv1xXGXFrbnV7q7t8iCSTz1jOAAvQHHc9/qax9KmtILnF7euqBD9nnt0DFT6Njsfzrd1G0urdbEM0N1aSIGS4gORtJzgk9Dx3rWScI2R4tivNb3EV8pS78x8OYlVhujXHBOOg55zXqHwm0nztGn1C+RHnNyypKyENgADhgcEZrzC7it/tVnLpVvcvqRfYPKGEznkn8OOw+tezeCRc6b4Xjsr0IJvMdm2Puzk5znH6VnKXuKXc6cPKV3GL3N3Wry30bR57yYncF4DHJJ9Bj+lcDstnuoL2KF7SdrcuIknLrgjHzA/dbOOozxUviPXn1XWTp6iaIWbBjJ5Q2u2Dx15GMdPWs+xs/KWWZGl851Echtwq7vUjB6rnr9PrWKdlZnQ5LZlnRpfsusy3vnojzweT9nJ3APjhA3XOeSPfrTdc1i6mddNuFlhuJIVkiJOCuflZCc+5z+FFrLbaHczyXl/JJLnYn2lzui4yQAT1OR3OeKi1XVre78VWyzrCUgTMrOmcgAttAPf7o+tdEpXjZGc5WjZM1tOuEi0a6NzN5irGUiaBSXAxgFRgDjtXA6rb2NlIt75lyiSkxvJcxnc8hwQw7DJ5xjqDzXUab4UXXpJ3i1LziiBjZOcRkn+8V5bp2x2qLxR4Yi0bSreWeeIxzyKQjBVWPGThFx249c9feoWyiQ9FexmWVoFMl0+oJZ318N6xL8rZIwXJHRWOenXOelW7WW9063KXtkPIcbFkkdfLl9hICCPoRVOxs7K71GdbyRojhvNkJ37hxh1J5A6f3hjIrdsLLYLi2vrsTW0+xI92JBJz95OcHjjnkVfIjG3Yzo9ftbWwu4EWd9MUrGynlos9xwOfbParPhBriXVJ7tsmOdcN8mDkAEEnpjuQOhOO1ZDRw2V5c2MDuIZ9puJoCMKADtBY527geQenAzzW/oM9tJqCzx3V4QqkeTMwPBGCQOnp+VTUg1TcSqfuzT8zsf4jTwajByqt6inZr5w94fSimZpwoEPpM4oB4ptAhwNH402loAUUopvenUAOFLSClpAH40fjSUE0CFppozSZzTGIxpnU5oc03tQNIUmoycmlJphNBSQM3FVZD81TO1VnbmmaRRHI/GKrEkSIQf4x/OnucHmq00hAXb/AHh/OmdEEb0Awh+tKD83NLCPlb60h4apOTqTdRTTxQpzxSHNAhc02VhtpCajkPFA0tTJn5mP1p2KW4GGJprMMD6VR2LYhk5ao3DE7UXcx4AHc1ITk5pI13zgbgvU5PQcVUVdpCqS5KcpdkzCF6ZIrYyMYp0Yl1JwVIJ6+/GMU7Uks5DDdJEYHZw5aJsbgepbvnnv/Sub1C8db9baJ1eNWb92/U9Dkn/OK69LmC6ure1mUTkRlkVz8hAHK/4Z9K9Npr5nxbMa+vo318RshdvlIKgZQHgMOwOO/P4VpX0v2i3kjYyrbeWu0zqoYsDjJHNZdwzW2rtMIvkhIG7blR9cfwkDAPbFT61Pa7beMOTLIilgrbtg7Fj39qWqtYRymox26aVElwZbfq8Vu3Uk98exHA964xnzqIkSLyscsoGNv1r0SWAtDLeSLIqRHaD5gBOScNlumTj/AArk/wCwV826luZZWIi8xHBGHJ7k+mfSvSoVFyu5pBooztLNnYCR3IqxYPf2j2tzHPDEVYPFJNKcqQeDjPHSqlis63DMzKI9h+dshFzxTLqWSREiSV5Co2jZFtyOgz3rpjG2hrHQ6TWvFV7ql5PdXF5G8pt0iDQhgoZWByM9zz7cmtDQ9ehMcGlPZQtAsaZlJwQxPzH0Hb8q57wxp2m3mr2ttrV0bS2lbG8Lk+3tyeOa9Fh8PeDLSNdThmuriKO52RyB0Vt4bacj26/QVzVvZxSg16GqvLUrPo98luv2nxAZbkYCh2IGeDwck8c1zGneK9Zt9V/szTbiDy5ZAjO0e5VPTOew+nFdZ4R1KCSAtebhdQQ8rExB2HPBB449vXBrObTL6XXtUns9FuJIbpA0UqoPz4wDyD+VZQm4uSluTLEylSVN7IzL8XPh24tY7+9F9p7OZQsTkPG3RuuD6jGea9Z0mCDWPDzS22Vhu7ZtqnqAykD/AArzDWbOJdNkW9tg+rLcLv8ANJHlA8EcdulekeFNT0vTdDtbVZ9sEP7kmRurDk4Pfr+tRVknGLe5tg6qjzJvdHm/gXTdOj1nzrjDXFpIAWVjhG55z0bPQe9el+JNcit9HxZ3CG4CtIqPHvBA4P6k9PQ1y50HTUjuIdNtXidn/fqJC+7BJJJ9R1qRtH05oobi5M9usSKqyQsFDckZII68VjUrKVTmTMXWfI4LY848QahYvqcRgRDBLGPPEI2gtnhsYGGArf8ACdlpOn3iXU8wnQv+7FxhRIjDKv3wQwIwcirdpo2jtat/aVok9w0xTzAxG4Ekq2F49jVW10+EapJZJ5aWqMZISWB8skD5R34ODg+tdUq0JRcUzGLjf3jd8Q376BqMWoWluiRzwlY5LZBhD/EGOMMDkce1a/w21a4vbe/trieV5I3Qru9MHJH161mwJps9qbS9sBdMMriNxGEIHJB/Ctux0630vRrOa0DBwwTcQAxPYnaxz6Vz86lDbY66Ebz5o7HIW+pjUNZvWkdAkl6dskSfvNnPX14/WuttZ7WAQym+gLNMOHjy+0cAEAcHoPSuVbSpLDVJ4pY5PL+0lo5gp/d7jgKT0bhh/Sn63ptxNqVjb21vcqlvGAjmMurMRjDjuCBj2zV2jz6ENSg3fc37iSXXdXlN6bRBE6NG2CRsB+8RgEEAdKxLPxBHdtqU08O+WU4jYrj+Ig5OOAQfrW3ZeENUtrdLuKOQQyYk2rN5jLgcDryAeg7fhWRfxnzLS0hUoFiWWSUKUUO+S4I744GOO9EfevcNeVprc3fD08VvFcTaVHGJXi2O+3EiuPu59vfv3xWl4iuo9Q8M29nrEUqXCgOtwY1KhgMEqSQAeo56Vl6Jst7Dc67TvCR7XGOoH6c+/PtWf4zuEufEsFrK8xjRFPlxSKAGfrjvnpx3/GlDSVy3eNLUq4gijQrqHmOYsxrBAGEeRhiWOAQSM8Dr0rPt9fMU7L9ijnDIyxIZNrB+uRg8Kc5IHbNLP9gsGNjZ3S3F4xA81nPlxEc4Xk7m7Z6Umn3cVnYWplCw3T3Un3lV2Pygrjg/L8xGRXQtHc5Ny3pztFazi6itvLnIXeZAh3D7xO7r16c9K2bXMGZEbTpYYyAs0YQlfY8cVnxWslzFMt2mbkHzFAwp2eoPY9Tz1qrJG+leW9tcGSMtzIp4C4+5IPcdj17VKnzXTRpCzPRdPuRdWiuCpPU7Rj9Ktg1wXhPUZYNTeB42WKbc43NwuD/9eu7zivExdL2dR22Z7NCfPDzQ/dxTgcCos07Ncxs0SZ4pM02lFArDwaAabmjPNAD6UdabkUtAiQUZpgNLmgQpPFITTc0hNA7C5pw+6TUWeakc7YaBNEBOWoJpoOBQTxQaWAmo2NKelRsetMaQ12qrK2KmkbiqcjZNBtBDXOarz/LET6EH9amqOdcxY9SBTN46M6GHqfQ0si96bbcxKfapmGRUnC9yBTipeGHvUTcGlRqABhUUg4qdhkZFRMM0DTM25U1XPSr1whKkVRddtUdMHoNzxVO7lWKFi7lEPDMB0GeatHpWJ4hnWC0QNCZQ7/KAcDIwea2oR5p2OfMJ8mHl56HO3M9q2pvOIi4QkOSeSvI/lz+Na9rPCL9JAN6QlFVdp46bW9znGa4ye98zUAJNryZMcS42x5J9q1LC/aHUba3uIBHOr7Em5zgnkHtXpzpySR8nY19UnkguRd+bILoyZnEK5wpP8eOBnt6U6dRKVitZCm5hvbaCwyByO3Tv+VVtVvL9I7mWO0E0k8nlhlOFjXoOeh+n51lXdo0lxbiW7h6BWti6pIrAYYYyPzPY0RpuWo7C6g6Wj3cTXiXEEH+rjUkDd0z7n/PFILs3Volu0E05kKlvK6qAcgDjH1qHWdOS0PkrZPDbMBIJJHAwB1PB5q54Tt7KW6kju4recRxtuRuRKMgjv+NbXjGHO+hcUSaVHImrrcJCcIcImwMyv0ye3GT+NU/GSbdSheyCKZkYyNEDGsjAk7s9Ca1bjwRcPqzS6Qiy2LoxMm8RBXzwp55IGDVO5S8sdl3fxhRZxsIktZVlLknqe64PPIx0rSEouSnB9NjdRsjlvEUWn2At7S3Pm3EcQFw4fgyHk/gM7fwqlBJNAIJ1skmgRfmSTIVmx3AIPvTIIUlm+0SNgSMSPMBcZz3PrSXCXt3MYN7PEnzMUTCgepA/rXbGyVpCuekalb2sd/Zwm4iS2ZAkYRRkEHHPtyDnvW9p13dXrraxwul1Gn7wNgIEB+9j1HT8a4myK3yyBh5htiCpJwwXPp3AOAa3RePqGp2zpIYmlUB9uckg8g+3T868erFo59i/NY6Ve3zR3d+JNyh5vJJSRWPA6g5HHtik1W4j+0Na2kAeKKBTExCguD06AZ6VZ+zW8l1FIbZ5oIQweaWTbK5yW4Uds54POKZrAX7ZHOsBijtSDJ5chbzBklee3r+FZyknoVEtacL+LR47hvJSOZQXMcuGHGBlR3FY1zeXK6hG80Tum5kWORc5QH5Tt79Dg/WrCXJgs/PeHbIHAESn5dnXPu2Kyzb6ouoxzDzY5ZVLlp+DjJIQZ64GKzhC7bY3tYsWkEk2qNHbSqJJ4mbLjiMYJx/OrFh4dm06ea3ngXUJjjyfLk5RcfeOCOc+3GBTbu0fw5EJG1Jbg5G5RFtZWPJYHnPWpftE0MIDStF9qdUgkYEltoyPx5Na6ptR1uTFXdim9xbW8MojURziIs+98ZIODkHnOfSk0dprfSzvRmVpCkaAEgMBnJzwBUt1Dcyzy2RVbiJGjLyJHnkgEKOvzH07cmo9St5JJFaeaUb5cG0jQqWOMhV9uoJ9u5qnFJWW7No3jqjQt9QnKm+v5LwCPbbqScCQ88MO4/XpWfp0lozx32pXbrNE7OXjZ1C5PGTnn0FLcLPdT2uJTO/DMqJtSJcccH0GRXQ6d4WurWEXETwmCRk3h1zK4z2B4U5I559auErM7KE4NapuRsSeKEsbUTRh0DHITbk5759M9fU+lLqunWmsaXfSRQJLNMwcqHKgyADkkjPT269jmsa6mvNFumTVHidN3y28a5Ei7exPQ5J571Uu9Uv77UIY7O9a0tTH5uxd/mS4/g3YwpJHWtYtXsXVnBq1tTZ2CK2VDaeWEVgI0C5Rum444yAM/U84rkLwyT6rd3SWQeUMwiLhSAe7YP075xmugs3uJEluLjTAgVw3lwyAFUGckN3PzHIPWubuLGe9mkNi1/I7SNhjGC2O2cfzqUluVGjGcbzvZdiKz0q81eW3uGjEkMbsJxvUFO/AB5xjPFY3ky3Wsx3UayMc/ulDbVTsM57H8uK1NF3X008dgzDy22DzCBlucsO5J/lik1HTJ9LX7Q91+6UBE8qMsSRzgjoOe5Naq/McboT5eeK0L8Oy6l2+dCLtVGN7f6xf4SSO/bjr+FXIBraRyOwhuIUJ812ZX8snhVIPJ9MDr1qlpFz5z+VJAkruAUTYoZtxwOSMHn1Fa/nNDpT2dxaraM8ryPHIgJZUUYxtJBOSTxjvQkoxM4mdPb7dRSI4R2MXmLE27GdpIAHXjpXotpew38bSwIUj3EKp6gdq42W/iggF3Ht8x4QkxtmUOAMBSc84wBjjPB56Vu+H7s3KPK0hkMiqxcjBY9M4rixt503LtY78JJudvI3TSZoyCKK8g9EXmnCminAcUCDNKKTFLQA7NKKaKWgQ6gmm7qM0CsBNITTS1JmgqwoPNOujhVFNTmQU24fc4oC2pHnAoz8tNJpCeKC7CE1EzUrNioXamWkMleqxOTTpGyaj4pm8UOFMnO1UP+2v86dnAqvcycIewcfzoKirs6aAYjAHSpscUy3KtEGByjcg1KVxipPPb1IHFR4xU7ioSMUFIUNgc01sU2kbpQOxDMc1RlHWrknQ1Vk6GmbwKbGuE1y6W+mdLjzoUjnIT5CQ/AyM/h1ruZm2AkgEehOK871dU1bVV8074XYISrYCOegHHQd/rXpYFK7bPKzerdxpL1Mz+zL68tIbq3kt5IzKYxCWAPXGQPQZ5Narx6hYSWNm97FJY7lUyEBChJ5Uk8nBrorW1gh037OnO1xG2eGU49B34HP41z2rtaXN80l3KX8kOsccXp3bHcD+ldca/PLltoeInrYi1eLULO5li0+YzIz/APH1GhEYPcLxwe2azrb+zWmmW/E0N2h4nVSwkb0wOc57963bm78i2tRJM0sEm4EknDEAdcH+X9a56P7TqfiGZbeONpCQyLE+F2j3bv8A1rak3JM2pwTep3cFtpUFiHNpLIdoy10d+ceqZ/l0xUdxqHhS1ZLqIQWc0Y4aNSquT1GOMj8Kx9Fs784lngUYk2qszhccnIIJGTj8q9EtdNi1Sb7Bb29rp1uLfLu0Kyt5mRjJIOTx+RrKcuX3ZbM9V+9G0YWSXU5ibUdQXTYILWNVL+bLOjLtIVFG1g3AwcjvXD6NqcNrqZvL93a7Mm1plO1FUDHB7k9vpXa62NMivbG1McrLO/mx3SgIsrhiNrKPlGBz7jGazNebTb6zkSPTZLmdj+4KwyRllz1dj+JPHpjpVwhGmuVrc4ZNvR9DNubC41KKY21gJYUj3G/nvCFfHzZQE4wOv511PhfytCsAqhTLPtecqc7tw4X6c9KtaZ8OtQ0nQheXscUSyoLcRJKZmjSUgNk46A4PB9aDp/8AZjpYXMgeM7ZRcdC6AYBBrnxlb3eREqJz8c0WlXFr/Y8ZkDS+W8mP3kx7lh2BBGBnA7881ba+uLNIrESiG5RndnnK8rg55HpgYGeDS6jYCwn+0waZNZXVvON0XnEhxgZwD16dqw7xo5W88Ylj8zYWIyYyc9T1Aya3ac3qc1nc6BLe/wBQtklgimYOCnmbDxJgjJwP85pCLqDQ3RGQXHIKO3Jxjp+tWbLXtlolwkZjkhUqR5jIHyMZ69cgc9KrGedori5uXZ0iOFJYYMh5P5+9cM6cotAkMubqK1tEhKj7R5XMnZPUKPXpzUc1/dX0ESzbJnVi67zndjtnjHbjp/Ko5zvWXZM8UmfkBUMQcD8vrVnS9Gtru0jubmUKpG4lBuKhiT0xgdjnmumnTtHU6I4apNJpEU4TzYBqdzFJnJ3ROHBGPp2wB+NWrXVo7bUsXEUM8aDcDKhxt4zhR/EenPerJ8PLfXSTs6NFgiQSxOhbI4Zfp+prKk2wF28lt0LYWWT7seP4m7Fj2HQe9Ty8rE8PUhq0a2k3s8dy8ulafG5uU3xxRIcwqTzu9BxnOcnjsK2E1Wx09ZDdXiC4K/vWaTzXcHqdqZwRnjJrlLa0u7mzJeeSK1chwzzYQnuckANkE9j2pbaHSI2LLOLkbt26KAgAj+6XIH/jp61a3NYV3FWsdFa2dnqOqxxWdzfFLiU7gyKq7iMnk5OMdq7q4t7eL7PbJkRxYIGeTtH61wmj6jFbXNn9nH7hpk3K927tGT3K8KPw9a6qS/zPJvCbeTkkfL/nFYVJ26HZh4JtzSsc/wCOtPabU4ZYVWNBajezyBVyW9Dx054rmNG0yC1vTqUmp2szxgjFu8kjEtxwgGCeO2BU11rEWq+J57i8hkWzCNGpwFfao45PbufrWLDPb2l7ObSV/ssjb4VkTGwYyRlTnHOOOTntW0LttnHde05ulzsb680m4hjtbtLu3cHeA0Zjc54zwMH3HTFYuqLDZm3/ALLQb43O8jerOOCCw6ce1aDanp9xa7VNgyFcvGQ27OMjDE5BrAn1AXM0RBkETkDMknDY/u464qmrM9ZKEFzSdl5Grp940kxMFtHlBgfZ7X7xPuPr3OaY9i893EDaT25kxEkEagRlh1aTPbqc+1VdIttXvrh30wrDbhsSO5ym73Hrj+lbrT3dv9rt5fs/2mQbUeIqhcMCB0yc4659RV3VrsU5KrBxivQh0KW2jvZVDWhjgBImWLZh2UgYByfT8u1Uv7SVLRES4eGWy3YkmhbDYwWXBOQvT3PPalmDR3JWa2khtLSM7ImTPvuyOpz+WawL/UTdwSQyyfagJ0XaeCAyElAe/IHX8qVNcza6HmTo8i5ZK0hNRnn1a93M1ty6gNDkCQnHUcYOP0r0jRITA3l/3YQP1rzvRLG6fxCFnt3WNFWYuxwOOAOOD2GO2K9K0sfvJTj+ED9anHcqo2j5HRg4tSuzUX7wqQDnFES5cVLt5rwTvbGYpwFOxR0oFcTFFL1oxQIQiiiigBCc0lFIaChrdKTJpTRQMWLhifQVA7ZkJqYnajVWOCetA4rW4pNMZsClJqB2pmiQjtUDvTnbNQMTmmaxiNJ5pKU9aaTig0BjgVXmZRLEhPVwv4k1OO7HoP51kXod9W02Mq2wS+aWCgjIzge3rmtaNPnnrsYYmt7Gnfq9Cbwtr6WlrN9rnHkSX0kKbs/KeMAfrXe8qPb0ryzQYpINCjkihhaQX8rkYDA5Ho3f6V36308FzIsilo933e6114nDqbbhujyaFVt8rNIoG6cVA6kdRViGWOZN8bBh7UrjNeadibTKJ60jDg1YdBmomX5TzQaJlOTgGqkp61auMgHFUZCx/hpo6IIx9UlU3dnA2fLeQ+YcjGMHAIJzgnHSpL7UNPsLSK8RPJntilvEyIu7ax54xzj161i6tol3qmtG4Sxut9sEeJ/4ZG3cBTzz/k1q7liKG+zEpXcyTJ+8Ln7qqOnHJPXtXpez5VFJ/wBbnz9e9evJpeSMXxRNdGSWK5Mwkab97PGCcqFB5PT2/A1x2rTRqge0tJQDJ+9ncjL/AE7gfSu+s0jMkxjtXmMzlvMbLKSeT8pyf6Uah4dtbqzMUukeUqOWEkC7Ms3UDHX9a7qK5dWWsvaXNJ2PNZpmjitgrYiJBAIz8w6/TPpWrNLCt/JqCho5olDxoIANv1BPHfBrUu9OsLVDa3ccpjRDJEsy/d4PG4cnpTLX/ibQxpfxEyeSkCTSHJCk8ADjoOoxknnNbKSepnrSequRxeJ5bmcF1jeCRFZN+cKe5IHuMd8Vu2upTspa3aGFXTcxU4GOhH4Vk6f4b/s+6mK3EJtopSElkB3KOhx+YNXdQsILmxuYWZ3SQqBKCMfLz35BJ49MHPaplFPVbGkcXUjrcv3GmxXWms64uVhIlTaxxISOQVJBBH0/hqhq15b6cLnUl1W5uhbPETbqwVJSW5HQ8DuDnNZ9pfXWnpbtcLciSzG55AFZSnUZyCT6CqOr65cTah9ssraeLCoTbxgNE/rn0P8AWuvlhL3nqzKo1K8nuej+DPiO+vWd3pl8+5XxFAG5mywOThVACr68elPhhylxBdNJLKkSxqpiJJbAXCgZOMfnXAaVd21pq/8AaIiZfMBENujMZJGIwTLk8kc49c5Feq6ZrEUOqxXPlzYEKrslQGRCx6ZHpzXj4yCjPmWzJg+b3Te8QWum+IfD0v2y386SCNpYimN4wM4BHrXil1YuLS3lZZfs/lvIiT7dwYcqp2856/lWtFqWpW9zZQvqMz3U0rx3MQbai8kDAHt607xGhm8MtLbqsUiXUaK6cYxxmtoVZxlGEt2VKEJpyicfaqbrUhLK7KGOXiwQrgc/lXS61cyWlnbwRRsxUb2ZQMFzyeO55AqDSdDklaOWRtkMig7p3BfJ4JC9eQPaujbRoFilmttRMMzghZfKLSH1GTwo9l/OqqK9S72RMcJVkrpGNp2japcGWVrIxW78GFgZJGB7bcjk+rEe1W9PSfT7iCwjgli2AtHDJLumfvluixgegz7VoaS+oGeJLqM/Z0bapgizlcffYZO1Seh5J610kU8EF7GLZxHCchtqgs7dyXPOe3H8qp3Z10aNrOLZyzW2pxSt51gVgkyBI7fJgn0J/wDr1FcWs440owTyN1BcMxI/uKfl/E5NdTqdxt0+8meS2uIVQuIwDkLnqCTgEeneuNjv7KOAldQwN4MsUxCMQe6kdR69+M1Dj3OycI1Y8k3Yp6VJNcS3VyQbu6AICzqXdRnBAPQYH9RSzW8txf8Ak21r5USEMixg7s49DxzxW3cWlxbzm9FuolZAFukbasqkdDnr/Oss308NxLG9yqhTu2OMjYF54+vpUtps810IK6bC1murbUoo5Y3tmLfvGfg4759uK6eS/WSyjFxGx844EUblWYD0x15z3FU7WXTtcQSugVwrNI2duAMHnnH4Y78VnXmuW1rM1mto8mAAJoXTHs2e459MVMYXlqdtCm4pxk7o1v7MiNqyafI6u53brlA7qe4Bx07Z6Vy+oQ3hCR3UMm7kpEiqW2jncccDn3rQ0u61CG8mSSeSSORgyTIFPHYEGuotLzyEEE9nAgBBR0kCGQnrgZ49x0q1FXHVoJx5FseS7Hmu4oUXO844HPJ6e9bV5J5dxFbyF5RGGXsQOx2+nTmvQrnUolgkkks/tFtsPmQqVAVT/EuPvd8859hXDNaQXHiexsdPuX8u4lR1SZwfLQnkH0IAP5iqlE4qtFwVrnpVlpqaJ4PiJiOYoTIykfxMM8+/OK5U2An0pnMUgufN80SBQzk8g89hzXaeOpfL8F3ixH5iYwAOC3zDgV5AtzdtEqw3LRwmXhDMe/AJB69D3qVY2jiI0/da2Naw1a6l3wzDa65VPMOAMKxAJ+orlGt4r6zk2272qNeJJIjAL5ZKsM89ien1rotImsLyNba8bdLGjJ5u4hgpB5XP60adZzaxrN288sd3amSJ0Y/ONighU5A5XIHTtW9O25FepKpZt3udJoWmCxsAjKVc8MuQQCOOP/rVv6cnzzccAqP0qBEEcYVQAAMAVpWMOy33Hq53f4Vw46XuHVS0LUQ5Jp1InyqaWvINWLRRRQAhozxSZoAoGFFLS0CG02nnpTKBoaaSnHmgigZFKcLiq+allJJ/CoM0zSK0BjUDVMahc0GkSE1G1SGmN1pmqGGmNTzTVG+QDt3+lBZDezraWjO4Yqi72CjJrGh1OO7ls54ZRJG6MyiVMYIDHBwflI4rS1aKS7sZ1twWlBBYJJtZQehxjnP9K4uG1EUklx9rZCITC8bncXBzyCO49/WvUw9BKnruzxMbJ1KiS2Rq6faz6bZWcEKh4GunkkZSWABxjp9PwruUAaeZguA0hI5z3rzKxvmtodNgt528ouY8Mu1tuQPugg/lmvRtOyYC27dukY5/4Ea6uRqTbOeivfL6oVffGxR/7w7/AFHerQvwi4uIypHVlGRUMZycVKUyKyq4enU1a1Oy7HrcwTD93KjH0Dc0x+pzVS4tYn+8gPvisa6WeAYhupo+ez/41xywL+yzWM0zWnPHWq6KDIN52pn5mPQCuXur7UT8ovpcfQf4Vb0h9lrdXFzcOWXbjc2dwHJH8qFg2leTKq15Qh7iuzqf7QisI5QxgjEzkGKMHLv2Kn3A5GKp20li91JNHEJn3ZSVBuaNSM8d8Zrmr++s9av47mOTEyR4TeRtZuowF5BBA568YrUtY5LnVhbyzm282MlpFGxSfy9zWlWLjZrc8+VOVKKc9GyWbUo76yfTFimnuMkLhh5gAOTtI55x0rNSbVI9PkNvM0UcUQIE7+ZICfXB6DIz6V1ejQ2uha0rnNzIYmUzABQijnJ55J/rWJrckF1r01xplwkFtcH98ZF2gSBdxGD69/xrSFV7JBUxX8iMOe4t7hEWeeSWWQYwjkYPtjkjj8Ky9J03S7rVJ7Gxu5UUfMxYn5cHlM9Dk9D711cnh6JF+0gmOJIi7pDEGkl5HAPYEdvpWHDPaTajK1vbC2uCojKlQNgBzjGBntyeelayq2ptoHN1ItqC0KN+0loha4mVfMcRoGIO4gYxjHXjJI4z9apaSDePepBIFZvuyD93xgZB7HOf510WtWI1qaPepWS3c5liwwGQc5PQelY0VrDBiXUJEg8uQbW5ImH8LHH45PUVdKrzQ13OKpN7NWNfw14S0rVxcrqME5thGqo/mEbGXjOec/0zUs/gKC0h/shdbtpImk8xIhG0bEnHDHOCP8am0a6u7JpZYpFXT5m/eLCQypkEK4J56le1Xft4mspGvGEkXl4ijkYcNjqffrz9KwqVqtOej0ZpB0+TXc4geEtStNWkZdQ0+3t8mMxSXG3b6Djn9a6fSI7fSbePRId8s9wjSNKMgM2ei+3b14ra8NeFrDxK4vL23A8hUQ+W7KzMP4WPQgD8RXoFno9hpz7re1jQ4xuHzHHpk8ge1GJrxlHlkTCLvdHi2iQo9ydRuGCu1vH5S7uJxs2b8e+3PPQfWrN3facug3Mck9q0xK3CRyjeDg4O0fxEE9M859KnuEsru3ayPnuqk7hu2HbkkAlcYBJ75Fcxd+HftN1J9ieSXy8IqM4Yx91z6rzkHPfmtvZc1T2kmdkMPVhDlaWpZm1e6+yW5ngWU72STfhwH59Oh46duanF3qMlsryOcrj5WxgkdAF4H/66t2mirY6VawTbnWCcysRnOdoCkgZz1Y9au3+lGxsPPt4btyxy8jKTsHXIz0HTPB/Sqd3sdFFVtpysU18cGz3QiEtLkCYpFtLNjgbeDkdPpRpHi5p5ECWojlLHe2QFUnqSTz0GPwqbT8z2YR2llTJdliI3fTn3B9+KzpLERX5WIiNmOFjZQ2c8ngcjOc8881XTQ05akZe7Zo7mOex1NJLe8haWFlwHVVBP+7jnPTiqElhpWhXayW0UUgnym+fJJYdRkjjrn+tVtE/twQj7bYmG2iOfNLAeufl7A8D2rN1y31HTNVkS5ktoEnUtB5S9R/dOfunPPHX1otcpRi5ps9CW502+tpbM3EMUpj2FARuTtnB46j0rlbixt9MjltNRsRd2vUX3zAMCf48fdI6ccd6y7U2ccv2uFmuZEH7w+axO7Bxnofwz6U2z8WwRX8sNrb7bhpPla4f5YxjqSc8Z9KW7sc8qai/e6nParHcQQTJaW12tgJj/AKQEIVjnjLY6ViWK3FzMESHzlLZwUycAds9a9nivluJXEt8shkjUm1/hIPGc/wB3Of5V5vrmlalpWpG6spne0MoKw4X91k4AIHBXk4Iq1FJWE6fJq9hJmuXupIYYWDRx4G1VAJGCBweOf510F2RZ2kMPnLdQ5DP56YIc5YgZz+fpVRtS8m0a7ubBG3rhTu5I/vFew4H1rLvTdCzefzGaa6OCFYjuBnjoOevoK5072RlKcLtxk0Xk12ylSSO5S5/1hQbZS2SVH/6sVV0fTtS03xPYahPpEsVqZjzKQ3LZCtxnBGQfTNZOy7luHMEU890iqQM/IMEEPz+fJ4rqrDVlFrHJPqYnlhUCQYyN2ecHPJ7ZHH6VttEKcvb/ABPVF74gatPPb2enxPgpmaQg8Fh0Az169K4ewuBOk8KxsxBViQMgdj/OrutMFsTJGkhiLHbvcn8cnnocY9qi8Ow3Ucdw8cfl7YA+4dXXqcHt61kklDQ5q6TneLuXfLtlNpj5bvz8RFCQeVPBz0PpXZ6TamG1jMsTLcGNRMznLu4GCWPesXT4or2USlUMkZ5LLlge3NdTAgVAB0Aq6bagdFKhKDvL+rjwhkdY16scVsgBQFXoBgVSsYvmadv91P6mro5NeVi6nNPlWyO2KsL/AAUooPSjINcgwpCaMc0YBoGGKWiigQClpBS0AI3SmU480nFA0JSNkKTSnkU2TiMe5oGVZDljUZp55Jpp9KZshhqFu9TNUTUFIiIpjVKajamaIiPWlhUuxA6n5R+NNarthArI7MrEY4w2CD659q2w9L2lRRJrVPZ03IbeWRgaO62GXyl2lI1yXTuD/MVyuuafpc0Za2Mskcp3PnO0A816FZyW9xERMirNGdsihj17EexrNv7aK3voYbYpHFPuUKFGA+MjqO/P4/WvfnHTQ8S99zy/+zbGW/s4gcwxurgHGVbcMgdMivR7DabfK527jjLbu571w1/DcabqbXBiSV1YENCgULz16cV2ulsradE69Gy3Qjqc9DWaba1HTVpGhG2Gq6gDLWejfODWhEy461JuyKZcLWJfD5WxW3cMAtYF64CtUs0gc/cDMgFaFiFW3O25SGYE7TIuVJ+vY/WqJAkuQKjvrcxXNzhlaJGAfcCdvbPp61NS6jocuLqyhbl3Jppru2uGtXW1iODnagAViTnOP88U26FxaxafOZ/NBmCB2RlTPUZzSwHZpjXqbZoLz9w/yfMrr0XnkNjn3BqzdRXf2KR0ZGtY0UorMdxQjIyp7deRXPKLb1OdVJVdJM2P7WltNDN3bAzrKjKpbAWPcQMY/wA9q5KTULiW4UtGhO0AnIYls4POTioba50285vp7mCOJVji74ZjgAAdRkH04q8sENo8IeIPKikFjIRkFcdOnI7VrGLSKp07yvB6lzUb6dJEWApcqUGFIO+MY74/EU+B3ae1gmgd53YqqBVwq4HJfvx2+ldJ4I0jTru2e9liEksB8lbdx8qDO4EjueTyaseKItN066tjaeXBM6EmGMYAJP3sdOcYrnqVd4voE51LWbuczd2UmmadeQb/ACd0isHQk/KCSCTyByea4bUF+0TN/pCzkn7oXG49CBnvnnNekRQRXVgLW+j3whdy7wM4GAWweMA81FPZeHNPWWS9hzPAoWBZWMZxgYPHJZifwzRQrKMbvc5+SU2YEz/2Vax3CuVZocMY8n5QMdf1/WuksdFOrvc7LhN1xHHIPOXhUOC2AOpAzjtkiql8bSKZX+zukRwrssxYIMY6Y6Dp1pui6lqdprAtrUGdrhPLSbydiRr64J9vfNaVU3HmQ4LWzPRNM0+20ZY007bFZOCHhJJ57MD69c+tXrglMmJWPHNeez6tcC8aNIgmpxEA7izhsDPA9/b1rVvfHLabp7C4sXW52blG4MB25/EjivNnTnVjyyfzOqmr6xR5jJdoYoVfyDbFF2MEywDdMj9c+taqanY2rIsqWskQI2uikPuHJJ45GfU1z1zaXtler/ok0luEjRGWPcHCoFI46c5/Kq7Xt1BbGaaFVPmbVhUbRx29x0r3HJr5m0cZNaVYnoEOqOzxJFbSsBzH5TAL0zuzkE8Hoc1b+33MNk89xJKwwcFWyeOc8c9P6155baxNd2sqLbLEItmwxDaEOcE5/Gm3DamlhI8cvm7JSwZ2OSwHQHPUA1fMtjpq4qlFXjqbeseN4LRrhQIrthgqUcEHPUcdBgj1NSeDNVfVhNLbq9uTLhy7h9xPIAHXpXmqbZW3eWEZm525wB0xg1Lod3d2t2slqwDxuHG77vfNaOCscccbLnTex76lw6TuVuGKqpJjjhJLHrnnj8KrvLo+uxiK5t1uWUhQWbaFJA+6Oo+lecv4w1PEBSdJF+7KFQruJ6YJP+cCr3hqe6SKW6WWG8VISDGmGmJB6YOOeSc554xUHQq0JPQxzFLDrc1tbW7vBuJQLwyrk8P6H6+lWNTS0hhAu7O4jlZcFymefr0IGB0PpXRaV4yj1VAskQF3JHh9oyOuPmyAcgY/WrAkj1fUY9MaWaeL51QRqGaOT6jqo6561Em07WJlK8N7sy7fw+95Z2lxYf2p5jKQl1IwdBjoCAchTk/r1rKWz1Sa6gfUZLi2ktGCPDKGWOTOfmUe44P510lte/8ACIWszXMcUgjCrKbaVQd2cbQARkjryPXmo7nWYNRtmu7Ny0cmBHGzZeMnnjBwM88GlKUoxOZq60kZcsSzXSn7RGFAzKJXPKDgBR/hTreHTluY7S/vCkx3v50oKREk5xx8x/QVLe2c81jFd2IWcZ2h96q0TDhlbP5j2qtFeGxkj/tBRFIG2mVEEjK2OCoPGKzgm9xqg5u8tF5mdrKSW2rxaZ9phk06RH8v7NwmNvdRk5B9SevBpdD0a8vJYJ0NtFYx/OxmmC7iOoAPPUV6Qkul6rBGyi1vdibzLKqq8Y7Aj72M55HIPtXOW/hKy0jUbxkuoZLXIKx3ALEHHRsYyAfxraT00CFB81o7HN6to1+8fmSQSvbwkzMVIIRR2znnuc96XRb131iaxdMJ9lLMEQDLE4AGPUZ616OviREja3uY8D/VqIUDIw9R049qxbnSdNvtSt9Y0y6LpEPJniRFQF8cEgdCPShJNWFUwvI7oboFkbSxjDqRIeWycnPue9dFFGZGWNeCe/oKpRqFKqOgrb06EiIzMMF+F+lYYiqqcG+vQ6oQ5VYsJGFRUUYVRgU9RzS5pV+4TXiG7GFqVaNoNOxigQlA4paKAEo6ilpKAADFLSGkz60AFNPWlNJQNBUcx6D2p9QzfeP5UFLchNNNONNPSmajDUbVIajagpDMVG9S9qhemWiFhlgK3LG3kaBkdWUryFDDDA+1Y9vEZ7pIwMljitu8gn3QyrtVI3y4JbJXpjivVy2nvP5HFjp7QILmM6bNHqCvI68JcI7DhOxHbg/pWpNAl3C8LpmKReSCP0/nUEyRTxtFLEHRhtKnkGnxFrdEhRVSJFCIAx/r/jXqNHAmcJq3h93Ekkl5ILmMndHKmSwzwwOe+K27SNorWNCjKQB8p6ir2v2rzRRXEIVzDuLjncyEcge/f8KbBGEiUZyMYz61g6ajdo0huNiiLOM1oogC9KhhABqwTxUFspXXANc5fudrZ4Hat29k61zGoSjcRmp3N46IqW4/fqwGTuA/Xmk1GZmuJ38pnBu8yhV+VUDZzn3xU+nhftUWRkAFulULuWeyvxEJXCtISWHzZB6E+o5rKpJXSPOxTvI29E1O3W21GzewiittpuI2UZMpVgOcnGQDj6YrLm1hbNiYbWSOGYbSkv3W77c+ntVPUb24toi0uwTSQeVuWMD5yRh+PbJH0qHw+yz6hdaeZIyLiBjGxyQJUXKuc9zgg/71O3tLXOVNWuyM3tpazSLDaTE3LYU9NvOSoHORjOD6jvVkJ9tkH7kIYWwY5ZxmNQeepwTk9vyqvcaqulQNbm4FwZSgZoTnyOfmwcdSDx70zStRt7a6ls5LeJ4XkIW4uFI3BuQCvQc96vldk2Z3Z2nhTR9Xke4bT7+eC1c53sOFbHUj3HYcjitu80DUBYCO6KXLRwFVu0YYDZzhg3OD1yeh+tVNM1e80yJ/K0KJYmy8scEh+d9vBUHgemeaozeOINZu5rS1jlsZogWaGeQIsh6kE4IJGOPWuKrCfP8ADp3N4uPLvqR2zxCNbUzoLp1MRQsflQdvY5A/Wt9fBlrq2lk6pJObm4GS0cmQvYdcg8Vl+F1GoXQaZYZIY1YSS7R+867QT179T6Yre1+2uxoxbSpIY4iyiSJ5Ng6/wkd/auVOXOoRdmXFWTkefWdw1nrUlq8cU9tD5iCWVtrFk+Xaw/vN1x3HrUs/iL7JfxsWVpkZkfymXK56DoQMYIzjvxWXqls2mTTXZlgmuhIznyIiVTJG4lj379OMnms6a2spkt7qz3iWFx5oyQAOWBzjg9T616k6aa12M5TlpdHocPiC0vrqS2cxxhgqMWUiWRcHIDYBrndRuY9Ms2t4QI5WcxETcjruBII+YEY9etVbbT/7SMZS5ggljBddrZPJ4+YnHocj1rM8Q3Go6dd2kV5MX8pvNhGwMuScZFc0MMua+pUcVJR5UbsMd7NGZoY3kUf61mcGRSOCCMjP1A7dDVj7Di6A1q1wpTcIyvJHQf54rM0W+g/tYvcBduDst0TlpegHTH48GovEPi26hvlt0cN5CqjfNuGepXPcAH9a7XK7skevVxcLcs1odTqFnpMGizpa2kCRGPnapBGeM57157cmWbTpLOAXJm3AfIRtCAHII/Ln2qa3k8R65bO9tAqwZxgsFX8Af8irR8OXLQhRcB711VVQyBAxxzjPXGaEnzanBVfP8EdDiBLeaejRiyTzN/8ArJk3Y9AAeB9aYl9dLAQ7gebwVVQBt74wOM13ejeB7OfzrfVdRuE1SKfBWGQEFT0IyOhz1qh4k8FalprtepJZmxiwvmRsB1PGR+OO9dbktjndGaXMc5FdkRxrtyvVgDkeldFpOu/2aGBtIps4xIQMsOq8ntmsPTFgXUEiLRuAPm2nIb6YrYTwfJqKteWGoKTGchbgbR1zwe34/pWcrXsy6fP8UC7NqMSXnnmMLJgCNUjwI274xkt3/Ot/TtSaytJ7mEebqFxH5UAB8tADkN9CScfga4PzLy6uI41LCZ8IXD+pwAPXp1967HW1lszHZ2St9nihWNHiwDIwxkk+vUfj71NrK99SKfvNto5a6uZxLt1S2iiZ2IZA2OT0579ua6fQpfItoY0t4fIPCBV5znqSevtXMCC21OXbPHKjq+15AfuY7HPUVv2dzHC3kwh2ByPLK5IYc/h6/jSkk1qd2CVPVz0N2DS4D581zdXEY84OrIu3nGMEY5HT8axdehltnMcoMqKB5TbSSwI5+lXbrXJWgBtIYzIgGGGCzdcDA6Vkb7xwJrx/Nw2XSRuD1GRjjispWtoa160HHkpmYbq4iVhEzKTk5Qcn2z3/ABqzDd3d20rxeWsqxkLKM53Y789vpU9jJYXFxNcC3k80gDype2O4xwTxn2zUbwQbHdLiOKEOPLkAyR1/P/61DOT2UoRUlLc6bRNOuLuOXypoWJAO51JDPjkY4x2OcVo2OltpoZJNnnN88gRsqGPXB71B4bsv7OgllF8t68jFnYjaVGOgOa2FQspLHLMcmtErI6mpWjz9BbK3+0XIU52jlz7Vvk8YAwB2FQWduLaDGPnbljU4HevFxNX2k9NkaxWgijNSngYFNX1pCea5xi0Gm54oyaAsOFFNGcGnUAFJS0maACkNBppoGGaKKSgYVBIcmp+xqu/X8KCo7jDTDTzTT0pmgw9ajbrUh60w96CkRngVXkPWp26VWk6mmaRJLGV4rnzI1R3UfKrttBJOOvat5ZLs53W8Yz1Hn5/9lrn7WEXErQEkeYpUMOx7VvW1wLpCrhg0ZCsSNoY+or28ua9jbzPNxq/e69iaPdEgiHOFHOP0pkouDEwjf5gdyDGOfQ+xqtqSS+XHJDGsoRwXjbHK9+fXvUwWORVZGypHykHjFd7ORIVHkcZmK/8AbPPHqDmq+OeBQZJVlkByYn6E5yrDqOex60qct7VlUdjSC6kqjABpJHIU464p3aq8z7QcmsTVGbfOQme9ctetlzW/eynaf0rm7g5l/GpW5r0J7eaGEu8rbVVOD71VaSK6l3O4/dxBdmevzdvwFE0rIjoqBt6ngnHT37VgR3yRu0UceflQ7d2DzyR+tYVIOUtDzMR8TNrUFVo0EYZirqqlxuGOvFWNBjxd2WoxiOJYp2yryAM64wdoxkgZrKnullsGkwyFZtjxSHkDGR+hqvp148c8XlSSEhSNrIMdD15zg/0ohFpHOlaw/wDtCO3VrZYgIy2XKgFnbsc89BwAKzv7aur2C2tLhEjht32+ey7nfGdisTxx0963j4Vv4dDbVltXW0lwy4dRhCcAnnOM+1Joy266a1xJbJN57PFGu4FSMgMfZu2T6DFbqrGMG9zNp3J9H1TUbhE0+8u5rW3EfKouNy4z157dq1Ej0KXVFt9NNut3Gm4BUbcSBnGMDnHeuTtptR07WHsbp3udNSN2RGGWKnpgnng/lVzRbSG736pbITdpIMbztMTjucHp+FXJLlv0J1NTT5pdQu765EsdvcJOJDbl8eYTyQFP866HUfEst1pdzp8UUrzSuEcOo/dA87hjJz1P4VwD3dzBq85WxjuJfOaU7XHPGTj1A+Y496bb6/PZXAS8WZ7SViybcF0z1AJ6jnofqK5/q6k0zVVJR2N4/wBmWt9h2klcJksAy/aQc5BPRh6d81f1a9stP0GO1tLMW7C2eRvJdTmUrgbiTzjI49gBUdvFFrP9nR2KvNG8brGSyq0bjnBOMdO3tWhr2l2lhpyvqtpJc3kkmAizFQzqBnoOODnpUyV5pN7D9pKSuzhdD1qWLbdXJjNxayiVZJSSwyCCuOm0kHOfam6gt3rUwvLKB2jSQBkGCyMcFsD0/wAKu3dzZOJLa20i0hebarNLcFmJHTcCMnjuKx9P1K60DVDdfZnFq52yw8gNjoQemfQ11WTd4md3sjoLbQvEFggu5NLuVdW3eaZVAbnqxJx+JqC00HUYtfTz9J8iygYO+88Td+G6HJGOK9GmmuHdVtby3KlSxW5h3tJjqM544/2e/esfxAYDZy3MDIIERWCuB5eRwBjqpIIHTHTNCh1PX+pqUrybJhHOjgWemRxROdhkRl+VTzkjvg8e/HakjhkbWbayVoLdYD5zmVSZLjcCDgDAAB68846Vk+GtSkmjjSRlgllOZI5PTJO1OgyARnvW/ql0lmii389HlyUDY+UjuuOmfQ9aErHT7NTsok+q6fBF511BLHptwH8x502gsmBu3Z6j+XFed+L203U9JNza3OqSySSGUoTmFBnkEDhT6d+ea0vEUtxrdgLc3GPLffsZdpkUdVzjk5x+X0qDw14sP2nSbWa1AWciNpI1Hy8cYUDpwK1hdK5lXpcj5J6X2OMstC1Ge3W8sbe5mhTJbbEw24684xU4luFuI2W5mEjjG18qvPXHavY9Q8SxaZEZJ2RSrBQUlAY7uhKd+3P1rxq+ucTSTfKRI7sYgxCqpPZu/t7CnrI86rT9lomXrK5ms7pd6FJIzn51+8PX3Az+tW7nVZWvVYxoMg/cwAfoD1rLtblHtVLnfFuOxn+9G3pnvn9anlNslgHmi83Z8xjZzx7j/wCtWMlaRjGco7MmZV1CXPnK5TqoG08+ooiuXEu5TtbzNrSEYKj1/n0p8rQ3Fsk1tCPNkIkPlgkFx0/H1+lJdT3ARWMUeznImiHHPPUdaW4uZjLghZJpVmZs/ON5CbQT79ce1S2cjNaAIikgkt2DDt+P86p2jsls8RjadFJYnPypnoT6jtVmG2jlhaO3lAC7W4XdtOevTvUtJaDjc19Ct7afUmjO35kIdNxDYxyfxrubDTktrRbIQxfZ9xJ37XLA8jIPUnoPSuBu7SPTrpHZ2gnKqS2cZHTgA++K6TTNQlZ4LS5dWcfKQHIO09yRzkZohJHfhZwXuy3NWLSLOwmY2hmVZCWaJ2yq+mBgY+ladnCJZxx8icn39Krl97NJj6D+latrF5UCqfvHlvrWGMq+zhyrdnTFXdyxSUUDrmvHNB3QU3vS9aKAGngUo60HmgDFAxaQnFLSHpQIUU3GKMmgnIoGJmkJpabQMMmkyaKKAAn5DVdjkmrDjCD61WPWgqImKQ0GkIpljSKjPFS1G3WgpELVXfqasNULDmmaxGwErIrjIKsDwcVtsy29zGPMLLL8gUkk56iseIZ3DHatKa2nvLOJozCrLtcM2cgg9q9TLJayicOOWzLpZF6sfptNQ2s9szvbxOSyDdg5GAfQexqSN1lTeR83cKcgHuKrTQPNcRXCsySRgrkjIIPY+1escBNdupkCLxgU1Bxmoc73LVMPu1zzd2bwVkKzVRuXwCatO4AxWZdN1GayZrFGZey5zWG+TJ0rTvGIJx0rMXJJ56etCKk7IztT1CO3kKMoby0BbB5O5gMGs59PmuLc3MKGNvNJjcdSAccDuOO1NMyy3F1cShChbgICGBUE/Nnt05rm9Q1WRFTyN8bBQu8k7lHp7DNaKk3J2PJqO6v3OmuLpRpfnTk+b5xzkYy2OPwqeyuPtIWR5Yy/lup29PunNYsMkt9pFs1w5kiYuWdjhlxxuz3HtVqwigjhJjI2GF2JXoSRzis500k+5FrSR6NdeN7e40Oy06K0TyVjWOcyEHcoXGBjpn17VzAtbK1L/wBjh5IAV8xJp+bfdghtpAz2754xXOWdwIoJmwQA4QnPQH+QwOlPs4746lG1pc+eUcFCFMhK9wV6ketRCio3S6ilJvcua3e6f58AS6urorI4jaNfLPJ+bBIzjPepLfTZF26jodzI8Xll33HbJGysMqwB5I9R2INVtVvJnBtxYo2zl7xoWyM9iScDnH54rV8B2k7yXduJADLIRA5/5Y3IQsmT6OAyn6CuqEfcsyHroirJdRvr8moLEkakBbiKRSQsjcP8pOQO+fWrN1fPaBnsdQsURW8uJ2AZpVz1xz+uKyfEEl2L6LUrkPZXBCkptJZkbqcgAHBBBFWbPTrW4tXmudMje3C5W6SVlU845GDuPsKjls02SzX0jV7+O4V47aBbmZd4xndKRkgDHAOB/OtGTUp9VuzPeC5jfy/9Q+GDBm25z2AwP0o0zRNVu7ey1DTNOjntrVyRJI2yT329N2P6Van120e0W7s4UZ5QeYxglweQVxwD/WuaSg5NrcpJ8pz154f0KzjnuYprie9WGUgP91W2kHAHueK56MarZaBJbSiUJcbSY2Xdg5yCPQ46/hXR3cT21zPBsYSyESKWHKqRu5/Tn2ra1O6sbfw9/aEm11eIFFU58xsdB6//AFqqhUm9HqKouWxyp8VzlGWDzCy8bs8KPYH1rbs724uZTeX929tZOpHlxwDdIwBAUtyMc/j+FZF74S1aO0a5d/LlcA+QI9isPQEHaT1NQ6ZcT2UM1nqK3EVnGpZS3RWPGNp68jGK2k3b3T1quIqt2m7Im1bxHrJSVYJzJbE74rieLZnac/KMY9veqSeMtRuraG28hJJWUl3IwN3978sVnS6gb+9aa583yBkmHd1U8E/y47VPpi2U0L2sd0lmFy0ss4LEgNgAAdR3/M1okoq1jljUqJ2gyCTXp0E0p5VBlRuPrjJFMGr/AGsQRwEQShWbfHIQQRn/APXW5c6Ro9zDLHp19bvLHkOZVEW/PAIIOCD6Y/GuEZY4J90cxWRW/u4wfzrSEU9hYidZ2VR3tsdA2o38oK3TNcyxoTB5zbiC3Vg3fGOBWP5kf+quoXIBBypwRV6C4VrbZIwKqPkYDJU+/tTDBFPAC0gVwfvHlW/z70Xszmbb3JokK/Zlh3mAtnd0wPetEW8jjzhIImB4yw3Ht909ayreR4LhwUDKR3y2Rx6dK2bPU1SVp5beKS2QAFJCcHPoPX2rKSdxbhHqLxhGaNjvbIjQ7NyfQVauWEtoq28skqXPAQ8ng8gj19xUd22mzQxTpHJboykKq8mLB6c9vb3qxo1raTSRyWl0ZZYn3tEy7NpHI/DI7Vm7XuIox6l597Fbqnl2lvwsUZB+f1PByfwroY53htdrShF3fxqM9evHU+9Y2lrZQXFwLpopp2zvUMTjv1H41pXuuwJLHL5abDhSSvyj+ef/AK1RUbfuo0gkLqOpzO0aGN85K71AJ2ZyCScY6ngVf8NxJeXy3J3MYI9oZjyM9Mj6ZrP1O70S6txLbXs0ZIIMW07SR3x/Dmum8MWYtNHhLY3ONxb2PNEFZanVTi1LlOhtI99yq4+VBuP9K1qr2UPlwBiMO/zN/SrBrx8RU9pUbPQSshM04Dim4pScViNik0360vakPWgEJTh1ptOHWgYHvQelLTc5oEFGOKTNG8AUDGmm0pOTSUDDpTlPNNpR1oASbhQPrVccip7jr9BUAoLjsJ2pKceaO2aZQwio2HNSmoyKBogbqaiYVO2M1E1M1TC3GZgOzAitOxnjW3SORwMsVCkZ3d6zIjtlQ+hrT0/iaZO4O5a7MBLlqpdznxSvArWd4v8AbV7bSQiOUkMrqCPMT3+laFwQIy2OnAz61V1CSC2ZZHdYp35DH0Hr7dvxpZXZ0iyoAYb/AL2cjtXuPueald2EQYFOZsCkXgUyQmuY6ERu+Ac1nTtnNXJWwDWbcMAKk0Rl3h5rOlkWGCR2Zl4wCqgkE+xq3dvlqc2nyPpD3j20klqrhGdT0bsMVSsjKtK0bHM3dv8A2kDFYTxSNINrP5m09snaemB2GawdY8KxW94scN88tvIgImkXb82envntXTafCtt5zIXIbcDtG1sDBwR0IPJ9RirfmxwQi3fSTdQTYViHwseRyc9B261KryjNKJ5kn7yRzIE4sbS1t90LsrDJGWA3ccfhVmGES2klw9yTOEMUny4AP97HYVtap4Wv7bS7PU4jts5k2w7GL8dRnPOe9cxb3c1vPIJXVTGjEsR1OQad+ePujlbnKzSyQQw2qiZnkmLBoTkOMBR/WuosdGmW7iFjLKupogfMwACOOeDnp0BJ6Z5rG+YXjSQeVGI4wdme5+Y49epqaHV9l5Cq2pklDHaxY7EBGPu47c05Xk1YynvobNtdX66vPHeW0M0kwea1STG3zT1O0fjxR4ZhudCfUI7oLvHlzhfMDMGU8EgdKxJdav7udGuGikFpJ5sM2VVo27YK43fSvQPAk+lXdxqHiC9jia/fCEyMGUYHJA688cmssS+Sk7hTTcyLV9ZOqaVd2k0SMWgbysLk5/Dqciqmi+D9Q0ZbWTxZB5Onhk8lkHmhXdv4gvQcgc1295b2EurWWspNHFPasrNEhGCoyc4A9Cc+1ch4v+I+qXPiL+ybGJAgXAVYi7sT6ZGD68A1z4Ko5U2oK7fc2qU1F+8etJDFZRxxW8UUMEZ+VI1wBz2xxXERW40Hxfql3LbqdPPlyRAqFRi5O7rwWGD09aZpfxHa6sY0fT55L1RtMKxFmlYdl+v6VSv/AImR6tp3kQWT2zrdRwyC52qY2JPA9D8pGT0rnpU6sZybT/4JUnFpGJ47eezv9TuLBI447iMRwgyYdEZfmwOSMnP4ZrktNsfEF9olurvZRWVoSsP2xvK3Fjk7Sev1romvLVopL+W/jnmQzv5hIO4gAqnsc8Z7jFYE/ia51Mp9o02IJuBeUFywX2JOM16VJz5bWOaTV9T1u3ttWvrppGv7a0ttg3WcW2WRMZ29Rt55PSsTV/h+NVtfs1rqswR3Eh86DfnqTgjAHfjtxXD6Frsmk6lNqU081xNIpjwuduSCASTxgelb0PxFuriAR7ngIQeZK7/exgFwuPxrS1tTvc4VNJM5jxh4V0rR0ZrXXJJLmKRYntposP7kEcHFddoWm2uiRrdJBuudoEhnUMyjHbaOPUg59M155rl/d6vqlzqDtJdq54k65A6A44H0xW611qVnpaXTODPfXBcB33KkeAMEHjB46c8Vs02lcmjVpwm20d7dmC5DLe2tvd2r5H7uNAFHOMt17Z3DHSvLda8L/aNSS002ZbmaSPzYGAVWkUclGA43Dt61BfXkdlFF5d7PJLIzLNBjYgQ9dhHQZJ9Kt2E8Gm+RqE3mzwqw+4QflPQkHrgk8UL3NUPEYinU0UTl2UpcyDkBGxyMYx7VZ80tCzEgbcD2I70mteWuq3EcW8Zc53AD5ic8Y7ciq2ZIpdscknyjBC859a1tfU4WalpYpPMsrXflx7cKqtk9P5ds1JMygOhRpZgw3x54VfXis2N3klDQxMjEcnPOenStyyhgWKSO4BlkyWR1Pzbf7gFZyVtwIrdZJ5ZfPeMQs4yG46f3frmtWI3Nq0UkXl7YmVlQbT5i9G3ZI/ris2HUS18IlRERG4QAEAD+vvV6ZRITaXKI3mMGhkXHyE9s+h6VjLfUBupW1rbaoy2e/Cgl2bHQ8jHrxVK6cSWtuN5IYFjtGeQcc1ZETi32KWcj92cnhB05P4VpWn2GNY1iKxS71DSum/8AECpcralLUksNEtLmK0Y+ek24b4nxhgOc/wBOa9Gs7cExRKoC9SB0AFcjoCGbUbqduHDBHVT8rd813mnruLyenyj+tc+Im4Um31PRwsFbmNKjFIDzRmvGOscoyaQrk04YC0meKBDSD2puDT6Q80DExR0pelJmgYZpM80ZphOTQArHFNHWg0Y+WgYUUUUDClHWkpV60AMl+83tgVFUsnf3NR45oKWwlHFHTiimMYajbvUzVEwoKRXcGozU7daiYYoNExo61ajldNRLRsFLL3Gaq5xUrNsuYX/2RmtaEuWrF+ZNWPNFryLt2Hu4GjOxdwK7xGCQPbJ4qtaRNBEkDOXEQ2BiMZAq7tK46YB9Krp82WPc19HU0VjyoayuS1FIR61Ko9arzHniudmyK85x0rLum+UmtCVs/hWRePwfSpNUZzgvIBjJzxivW/DsdtbaBbxZQx7cMSOC3evLtMQS6jFlcqrbiPXFdTJeGCaQLNOZFkLFETI+gJ4x7CubFOaS5DmqrnlynM+KdIh0PWJSJHC3GZIXQ4Owtjbx+XSueHlaittpaSLb2yMTIWV3Zs9yMdR09K6DxJcyX91IPncpKIzFMRvQYzkenr6etY9j4evpdM1PUfNgjiXdsikUu8x79PTP59qqN4xUp6NnFOL5tOh00XjTTv7Fl0a8hV7RIfs+AOTxhSQe/fiuCl8qDBb7O6uoXZOMluQME9qp2lpqV9qv2OGMEom4uwKgHHLMSP8A61Uzok1lqbR3t0rESKC6/NtA5B2/3fcVtSoQptrm1epEnzM0tX0aeGBbvyhCJMnZ3UDp/SqOn2t/q+s2NszgSyy7UZzsU4GSfoAK6S2mcWb+XJDfRuGjjKjhWBPO1uR3+lYlkdV03UItTFv5traBzG8jBVcDI6k5I96uEptSS3RnH4lc6Y+F9MsrYwXOryz6rGgaNre3BEQ6Asp+8P8APNUtOtjpt5ITcW+oZXcn2JzFNuB7A449cZ+lRaNfNPpV1qN2DNd3soZmDfdjB/hHseMVk2EDtqJke6hhjtpRI8svKAZ44759Kzi5K6qO/wDn5F1HC/uo7P7dcX/hPV7oR28MshWJo9/+rjzg88HJ2/rXHWnhnWJdTtLlp0sYmlVorqRyp+q87ievGPxran1+CM79jzxSktuhjC5kC4yd4985Oce9Zst5CNQW8aS8Ev2d3X7Y2/EgGFyR3zTw7cE1FWuTKV2rndaLa6DFEY7LXLZ7+bKCd1Idgc5GM5GTjJFcrqFpcXV7Ol0bea3STZIZlIkBXjh15PfrkVheHNeLXO6Oxt4ZIlLCRlLZPuaS78WT6ncTNcTiIM2CYYs+YfYdqqNCrGo5XHOonFRirF6+0/RrC6jhsruO7EoAZJCBj649PpW9d+HtG/4R1763neyEUqpvgB8ts92X0ycZrnNB0I6nfSvIxa2CNsljbG0+jDHXB/wpmq+IJLPS59BtYGS2GVkkLZ3jOSOfcZonGfOlF+pMHHVSDVYF0W7ltAzTuGPll0KeYPXmo7m1W7tDEsHkzq6lpSeSPQ+/NR6xr41XUkuLyJVG0IiIxwgyex69c1RvtOvo7sTwzqUkHDhsbh6YrSMXpd2ZVS13y7DbSwRtQMK5lJcISPlUmug18i71p40UGCGMQh1PygAcgf8AAs81laAsltqNujQqQodhj1APJx2GM1Rl1Pa7lJkkwvQDKqe31P0rS0nsSjYn0K1u5pL6WSSaKMN+5hIEjYHGDyOPcdqxLsrZXD2sErSooKMRyvI5x+J61rQ6ra3+nzRyxm2uQARJGxAbHOP58Vjvq95cQ7IrgpLHyF2jEg9uOuO1OCk9H0N686cpJ01YXVRGmseeAXBjjfB4ydg/rWYY5ZNrIAkinh+mRWpf3ImNuZCDJJAkm7HOfT9KowKZbgb87F5xitE2lqYS3NK0kNlAy3JaQMcESNnb7g9qfcLMLebyJMTQ4fMbHIUHoR6jrn60ohV1EknEQXJJGeasvdQJcRyi2Zwy+WzJwQMYIbsQf8mslK8rsRm6bdtPevNLGFaONmZ8YzgflWppV5Lcwi3lG6RyfKOOSOuD7Gqk9gbadriFWaFjgYztA7g/5xUravbWsyLZwRso+/Kw+Z/x7fSlNqXwoDWllGl6XPCAVnuGQMrLxjGWHPTBIqpZCRLiNdxb5txB+6x7Yx1PapI7iK+mit5GLRy/dG7mM+qn+nerdjbKuvWmnoVmL/NMyfKu0dMY/PPesY66dTSF76HeaVbLDaofLCMV3PgYye9dTYQmOzjU/eI3H8eax4oSNkS/xED/ABro8YPHSuDHyfuo9aD3uNxRT9oPNJtwfWvNLuNJ7U3dinZ5puM0DE3UZzQRSYoGFFGKMGgYmaBRigdKAAmmswxgUrHpTCOaBoM0uaQClxQMM05etNJNKpoEMkNNpzj7v0ptA0NI5opcUYplCVEw61KRTGoGiHFRvUx4qBzQWiHNE7/LEf8AZx+VNJxSP81oD3VyPzpmvYvrGmN/mzsxXcA0pI546VKvAAplu+6wjXPIY/lUi9a+gU+eEX5HkqHLJoVjgdarS9KmkOBVZzwaRaKcz4z6Vj3cgOa07qQAEViysGfkUrFN2Rc0uaW2ljMUasZX2FmBwg6k/X2rXaSBpmMcqMduSvmgfp61jWmpWepaZJakpZW6tsM8rBXLA9l6/jUul3EF9A0LRWzzwfK7GNCW5wGHtjvWlOxxqV3fuZ3iJba21GDVInt54ciKZDIO/GcHoR689qwpW1KWwuGaaVIJVM9uFdUVOcDIA54HY8GuqvtOgdWBtLZt33gYQDj6gZH4Vy1xDJbRyaVCC/nNmzR24Uk/On9fw961lBSM5p9Sj/aMl4fMLK/lKQqBjvz1O09s5+ldDZ3UQ0mOG5t2BdQEeZFMiZXpgc+n5eprEuIHhjkTyUSXbgRHHP1buat2Hh65lsfMNneWojQyOxjOyQAE7skZzjoK46yW8tDl5ZLodDo/gNWntyNUkiaNDNFIi7UZdwUqQeg7Y61wHiG0uU1bWpJYGVYXaKBDyuwPxt9BgfrWxZ6uBdpBp5eWCWTaJTkEM3Ujpzzya0tB0bxBYK1zc2U1y6yiQ+bLwuc/NhuDn0JohN0m3NhHVpJHGWWpSWNnHasywLn7ztzk+g6jirVrp91qTyQ2K+YFP72RjhCB0yex68V2llJZ+INeuZfEelRXNxHCfs8ikAN2wxB57AelUNKeG1votMuYprCzJB8sQl8uTyCxz8uD19qc6qd+Ra7jlC2pWsdQtNEgn87SxG0Ee6ONpCwdyQC3PbHPHXFc3qOqwahczPLdvbFSFEUUeUB9uc/Wutv52a7xqciuRuiikPWEg9D6jBriLiF5bl5bSyErRsQzqmFB/TJp4WSbcmte5EkQ29hPGZSbpkEnOIiQD16g1Na6ZahGmkvlUjO3yxuP5dqzLyXUP+W3mRgHIAXaM1c0TTri5ujE6SQQuNzyMmAMCu5OSXNJktaF/TbMNrEH2e6k8tpFDsD8wUnkkd+K6vVVm07Tb2K1ktmuLFxHA7QKzNEec5Pfn9Kv2ejQWVnstrWBrVk8wyibc8jehHbv3rlJLHU725ubQvHB5r4QDByg7A9z6jrXNKfNK/RGd7mCHguNoaBlm38FTn8wanu57l7z7ISvygbtvY9h9a0Bp8GnWjXP9o2TTEHyX80HAz1x6/yrIt5XtZpxI22Vucjkn3zWtrmzNKzUyfbVB3NDAQMsAGY8H8O34VnQpAGlWWGzZQcYjL5H5VZgQ/2fcSsWMUi/OAOo3CqclgftReznBV/7xwUz6/41UWlcC5otqs19KrRRmExO6ZkO30Az+PesnVLMQtGyOZFx80gXC5H93PJHvXR6HAmnRfZrmaAvMclZBkZ7Z/Hiqd7qsTXDxzRlmVirI/yhx6eg57d6UJP2jsBk3rD7Pp75wTb4z9CajR9sYWJnyxywNdVpdvZajLatc6PKYGjMMZYssSyFs8t646e9ZWoCytNWeO1jzCnDjfuCnnIB7ir50/d6msqb5ee5LaeZJtMcTOCQpHGOmDirT2l7bHa0RSI/KoLYas5LyFJ0a3LxAnI2cjPt71sRzsbcsEdnQELkk8nvXLUTM0iuLq7jsp0BljUPgPkjPB/SsS3ikuZMeW7sxz8pOSTXU2t19ojZ7i6RY1UDDx53D0P4mmT6lbwwrJFbojo4CEDGMk5JA68CnGTjokDTKIlksZAts6+bGcPIFGQR2Hrg/nXbeCovtCtcyRoXT5VfHzY9K5NJre4jIClnfg7xyPrXpPh21jtNKgVIUiyuSFGMk+tF9LtHRh4tyNmIAOXPRB+pqVb6a1J482PP3SeR9DUYwsWSPvEmosBkOeQDk5r0KeGp1KXLUV0zCvXkqrcXsblteQXKgxuM91PUVaVepzXIOnzhsFc85Hb/AOvVq31W7tHZD+9TGcOfuj2NeRislnH3qLuu3U6KOOjLSeh0Rjz1phQiq1prFncnZ5nlyf3JOPyPQ1eIzyOleLUpTpvlmrM9CM1JXT0IKMVIQDTCCPpUF3G7aNtLmjNA7jSKTGafmmnHagdxjDpTW6U89aa3SgaGjrS0lLQMQ0o6UnWlA+U0ANYdPoKTFOYU0CgBMUhGKdigigYymN3qXaKYw4plJkBFQS8dKsN0qvLQaRKkhpYvmt5x6EGkkFOtuky+sZpo2fw3LlouLZT61ZX5VpiqEjVfQUp+7XvRXKkux5bd3cjlaq0kny9KllIAqjcuVTINMZQu5OTzUmj2Ud3NIZgChVkUEfeYiqM7l3AB61p32l79E2o6xzIN29mYBW9eD2qorqZ1pWRj6TFanxE2nzusot2IDEff46n8hx0610l1Y28E/wBstLdUcIUlEahQw6gt71xOsWGo2mkWl7K8UsbkJnezsme270JGfY/Wuj0N31PQrae7nZ2DnIQnKMOCDnvUw9x2sctN2fLYuMRKzBdgAXJy2MD1rC1GytZy0H2mOSdgGRcNvjbt1GNuep9M1LdR3UV/NFNfSSMBui2/LuH9fSqscWmmdZry3uHkUcsJzjPuM1uuZ6lc19GQXkWlLZxF9KCTSHy5ZDI3ySd169O4Poa2x40gWxg0xLZ7i/FuY5FkIKYA253fxfh+Nc5eJbxEvBEz2jLiS3ml3bcdGB74JzWTf2reYvzzi2VQ0MoQlWxxt3DjqfvdxXJWw0akvf1W5lKUou6Gz681jqAja1XZEoVYXJ8uPHQqByPpXbXnjaz1rwW1iZb6a7nt9rGGPGJM+p7f0rg1sYJm1Ga4iL+S3lgFwB35DdyMVkWzyIyeXGfIJIIUn5sH2NXVwsJqMn0MLyhdrqdDHYT6ZqcV/JJciN1KtmPaEG3GCc/d4FSeHYZ/7Tjv768WGJNxW3jkI3ZHGR2FZVpeXOpanDpE2oPDFPcIBMSBtXOT1/znFdHfab4ZtdXaG0g1GTfGfMuUmLsSTj5uDjjNFRJe63q126ELmcLsZqER1LxBDNY3NtLbNyrRnKIVz+ucVcvotekiAubPSbqTgS3aytHs92B4z64qSWW00vw/u0x0K264jaRAWHt7muW1uTW7m0vo7+1u7iPIlS58o4XIyM44HpUUld2S0Js2VNZsbSS/Uya5aSlV2ssMLbFP+zjINQwWmkSwBLa8Z3HUzPtz9K59m3TBl3Fgv5cU23RY33ynaPQd69FU9LXG1odRp11qWkXKS2lyZIY8gwNMduD14q5Jrd3qFmXu7OAXFvKJI5YhtJAPRvXrXOR2155LXNtBcCPH3wufyrdNv/Z+lQPcRFr2ZdzArgKT03elZVEreZBkXOxkkubNd8e0CaA4LRHsT6j3H40zfbrpq5hjeVlGAEwydjk9fpVqKx/sG+S8a9imk8lmHlAsBzjr0NSTyxanZTXWnt9nk3/vohwTnuPb2q7322Nk3Eg0i9iTMF2+IdvB7H2NXrbSmuNfsbNW2xXDhVnjUvgfQc/WqGlqUspS1sJgc7VZupyD257Gum8MXk2nmV9PRUdlMhjODtIHZjz9B71lNqLbFG3Mrm/4s0DS7HQ0vpLK0xG4TfaORhMkbmViSTkjnPFcFqUVkdQb7RFcDPLzrjZJ6nbjr+Nd/b6hf+IXdGmX7M2GMDEbEPHBbGcZOcVk6vpws0hV4kurcE+ajM24Ac5UZ5yRgGohN7nTVpSlepCOgsl/JFpI0TSbmV4WjwAGJJB5UZP3cD09q5Y6e6XCnV7myiIH+rlny+D7dqdrqRR6cs1rcTKLqUs0UnH1z7DFYTzyXBhjldWEC7Q/fb6Z7gdq1pQ0buc12y43kRuywooBY7ShOCPXmtiwkdSDuyDyVPf61ixb9qtIAVzwU5xXRafJBBZBnRXkdiu7rke3pU1Fob0oKTs3YkRbK+BEsYTfkMy9VPHfv7ZqCWOOy860vbVZUkkXyWUn5eOqn6Y/KmQSRNIYj8ybskjqD2NaMtulxavHN5jyhswvENxY+47/AP66x1TJ5dTP0TTVu9WiieSRiX7MRxXr0UQRVUdhXIeEbGPJnLJI0ahQy8gHuM9/p2ruYYJJIy6qSF5JA6VesmonXTtGPMVJ3IbA6LxTkclQD0IqikyzTsxPerRGFwCfUH0r3oRsrHiOV5NjH4mAwcdfxqKZlXK5yxHrSgF3DDoexNMmYs7YGB0HvVCICiglsgr3DVagv7uzA8qYhc8o/wAy/wD1qreXuUBgMA8qT1NSbQIwq8MT8o6j8Kyq0KdVctRXRUKkoO8XY2bfxBEyA3cRh/2l+Zf8RWrFLFcRiSKRZEPQqc1yJdScEAdgOmahRpIH/cSFXz1Q4/WvHxGRwlrRlbyex308wa+NHbbfakMY65rnoNdu4QPPRJk9fut/ga1INdsJ8K8hhc/wyjb+vSvEr5fiKHxR07rU76eJp1PhZbMbduabgjqKmGGUMrAg9CDQSe/NcR0JsgphqwQp7GozEOx/OmUmRUYqQQmkKMOxoHdDO1Ox8h+lJ0607OVNADW5JpuO1OPU0lAxMDOKCDS8ZoJoAZTW5p9MY0DRCwqCRO9WHYYqrI5I4pmsSrKQDT7OPdKWIyFphiZjk8fWrtrHsQe/NdeDhzVLvoGIlaHKupOcDFRu/FEj4OKglY4+teqcSIpZcnFZt5IQvFWpXwazrps8ZoGO0uAS3YlcZSP5j9e1at9c2cypFcRtMrE4ULuPTmobFYIYYreUEvcZYKFLZx649KnliXJQxyLg5yEHSt1GyszCTUm2ed61ZXebmCE7PIG5oVBXcucggHORzyKseGNfubeS0s9zM7yOJIn5XHUY9/8ACrfiQ3y6lFqKRtCI2xHLGmG9gTnms+1MK6vFrBeNnL5n3uqEMf7qjmspxjY4pWUtDptQ0/UWntby2nSQQMcRsvzFc/MD2ORn0qw32e5hLJBiKQb4mA+8PcdqoR+ICou5Y2QhC2IAfnnAGFI9uetU7aeRo8XwS3e5YtCrHaqHPIyTgZ681cJpo2hUT0Lc9nFLE0UrDaVwRu5xVA6U8elPY3OozrF5gWGPC8qc4Xnvn09KpTagEuf3ySylOFYAnrVHVZJ9VtYRaQT7rdtxdmwRk8D65HWqqQ5lo7Dco9TGvbIb/sUV8XhQtnMZXDe/OCTVKK/W3s2topHUqQysR8xzwwB7f/rr0LT/AAlqOs6PA0NgjSlczI78vnndn1NcNe6Vdab4oOny2rpPu2eXKMEZGRRTnGXup3sctSJXk06E28MvnSBmIjUbck5PSu4t9F1OWWLQ4bORLC3ZvtMjcC4AXOSepycACsvR4IotYi/tBTHcQEeXA4GN5/DOQK7x/Exto3jVwYVYIMjJxjrXJicS4NRSuTGm+p5hazSvp5S6228UEiDyJAf3nY/QYzXoNrqltZWdwoieRpofLkVpMmRGHrnqOCKxtRNvcQma4AMax70QnOSBxn/PerfhbwVqPioJfG2S00suWUS8Arn7qDuO3pUc6qLmtYmzT0Obs9NlvpWh8m2ukyVE7bVYj/a9xWnaeHNB08O13GJJd/yNOcgj2Hp9a6670iPSbVraG2BaBsLDwOnYZ4xXlmveIdYm1aW0EP2f5gsdu0Q3j059/auyDlUXusxtJux0+taymnWxuEKrkYjQD5ifb0FedahrM9/J5kyszk4yWyMVsXeh6oYku7vU7ZjjMivMB5Y9x/hSp4csLi28yHWIJBjJITAB7961hGEFd6lRsipfS219bLPbySQzMT5kRJKMM9j2+ntU+j6JqrTPNaRbEMiqryH5GHf2Iq3pEFnBII5VEzliwH8G0Akkkj2PTml1XXPtUMnnTmHcpMKx5IwD93HtQm/hiizat9Atre/SaOVXkLBxGrhlHPQ+3HtVq30vT0N1qdyrtYwjaVBMRSTJ3YA69sdjnvzXG6TqNzLE/wA3yrtjCHofw/P863xeXcOk3UkxaOKQKskJJJbsTj1HHP1681hKMk2ho09N1i0awEEaTNEkjFdoOcZzzg4B9R7Vv6csN5Gsuoz2k4cM9rHNncBu77fc4/AVxejC0NzHEGmbDBmkRMBMDIJJPBrsG1FLOz/0W0liVgcSQlSWbqOeh788EdKEtT3cI6tWnaS91Gtqei6PJFbx3OnQGKb5VkjU7V4znP6A/T1rzrxDoGh2Gp/ZVvni8wb4z5fyqM9G5zXd2eswXtkBeSL5jDDxxzHAzjPX0yOOa4zxHLcatIjNFD5UDnZIpBLZ9T7gdu9VGST3MsVTpRh5nOR2TWr/ADTxzDPCxMGLD1rWS/m0q1jWK3SN3JKuyZPPpnpW9p3hXSGjiW5uXadwG226/KPqMn6dqoXkEqXJs47iC2i3bIZuWL+2e3pxinKcZM450JU4qUupkxRr9tDXjeWZMsyFcs3tgdM10NoA0FvHu8t5mfC5AVQB1z3rnrW6Sx1WJUtCXDEu83OMEg9OB39a0dHYa34rjVSRbQjoDnO3p+HpUTg3qTTnKL917noOjWn2TTbeDn5RnpjBPJrqNNJcNDnCkZ+tZUEe44UdBmtPT1D5IYcdfUVph03NM1r2jBo5W+s5tIuOhMe/gjJ4/wAKsRzrINwOQe49a6u+tY71fLYgMeBnv7Vw2pWTaLfKtsHe2zhwBkLk/wCfpXuQkpLzPFlFxZoE7R7Dj3prJhvvHI9ehNRpNHJD8g4zzk0rsG27TzjkUWEQeWcccFTmpQ2cHB2tx6GngFizFuRx0703Duh52gUXAJUXO5ByvC1XPCcA4bhamlcCPDDBPoKYyHI+YEdhmmmABWZwmcgAAbjUjRb328EY79DTdpVdzHawOMelPRhsHGAR2oGVYWltHZraeSFv9luPy6VpjxHeWkQNzFHcDftynynGM/TNU9ytIAF/HpVXVnWLT1YgZEw4xj+GuSvgMPX+KCv32ZtTxVWnszqYNfs5I0aRZYN4yA65/UVehura4GYp439gwzXGR3f+iW7sN7kdMdPao76wWWaAAFS2WJU4ryKuRr/l3K3qd9PMV9uP3HfbKXGO9eax6nfQarNFb3kqxw7UKhsgsc8c/St238QaksixyIkjY53Jt/UVwzybFR2Sfo/8zojjaMvtW9V/kdYVz1ANPaNVT7ornD4nljX57Atxn5JR/WmP4wjZ0X7DcDPByy8VyvL8SvsM0Vem9pL7zoNi/wB0UhjX0rCHi6xDbZIblG7gpn+tTJ4n01z/AKyRf96JhUvBYhfYf3Mv29P+Zfea3lL2pDCO5NUhrumkf8fSD6gj+lOGsacw4vIfzqXhq6+w/uY1Wh/MvvLBiX1NRNGoz1NNGpWBHF3Af+Bio5NTsFPzXkA/4GKX1et/I/uZarQ/mX3gwXn5arOWydowKjn1zS4wcXSuR1CKWP6Csm58UwqCLezmc+r4Qf41pDBV5bQf5FfWqUd5I1PLZmA5yTirwAVazdIuLq8tftNzHGhdj5aJnhfcmtI8LzXoUKLoxae5E6ntLSWxXlJGT2qo78c1ZkPynmqTnJ4FbgkQSsxyR0qvawNeahHD/DnLfQVNOcL1plrHIuJFkePcfvKfTtVQV2ROVkWtUiuIddtJraRUQuInIH3Nwxk/59Kuyk7n3gll6qQQCfY96iuLmSC1k2sXU4LZBJqWzu11CyS6RVcPwCORkdc+9bswjozGvNFjvb5ZZXuJFbqhmwqf1/AVzeneF7XUtRmW9mlVUBZdp2k4P97GOK9DIVmySBnrz0rm/E1ubRW1G3OYiQJoxwNvcgiloROC3scfK6aV/alpJIHWdh9mnA4yDwMenHOO49K6OyuoNR0yP7SkUj7FdirlCrdBzg8kjrXP6Ytpq017Le2015BDIBblmKBuuAewwMfnUM1/aw3FvZ/YYkkiuWDfJy3BAVvYH+lYX1OZaO/Q3LOMaxs+xrcyXDEoImYMd3cZwPrXYSeELfQ9CnvZZrkzS22J4WxggkHj0INc7oIttJSx1O0mtZ76SXy5BFKFVTz8oBGAah8Q+IdYvtRlsb24ktoS3zQbsfKf4fTnsfesq7qz92GiKjUUtEadr4vvLS4tobRCnzlDGU5IGBzk9eKteI7fTvF2mJDOscGrgebBvHMqBiNpb+6SD9OPWqvh+x/tTxJYTLdM0cAaQMJdzKVxw2R1J4I/Kul8S22lpHNrdzYh5LKAs8gbazqM4QHOMZOc15jmqVZWvd/n5mtPWLvseKaSsh1eSAWyzvGGcvKx3w7cjr65wK3XiKMYr7dMzqsduIl/jxwCfQc5PtWjpenW9/e/bjby2s93bK88YPySkn7wPZu+O+c9eKdcX9tax3PmK+0FuFjyS2Md+mR2HU4rvryUpKyOe9pNEnh7RrS6u4rm9mU2lqS14y9ORgID0I9fxrq9Z+J9lbW4tfD6rclQI1ZFwkfYfl6CuL1S/wBAsLH+xUuDDIv7y6QZc+ZjoxAxkA4x6k1lhU0zS3htCjiTayOCNyqRmj2L5dWxzlGKvEr+IvEPiefXnvS+0CJVaGFiUcAfe2nv64rEPig3BjmudKhuGX70cqEhl7lW6qa6TRnurpL20ivTbs6ggld1UvFunSadZpNMIZVUbSYAARnuwrroyjpG2xyuV3qRW6eHNZmXztBuLSNhxLFMcH6jrUmoeCrMRn+zZpQp52+bkH61atWtrbTIpzLGsRjB8xmAGMfzrjm8S3o1Yz20rRgEqkYUFce4rSPtJt8uiQJN7G9JbraaJO7BhJkRY7hAMn8ztrkxbefOgJwG5zWta6mpQRyOFTAGXGVJ+lVmltWmaNcdSM/wj8quPMi0ixYaPcOG8pgWYEjbzxXW2UC6Mn2i2uA86IWZnjyCAOc+mfxrmdJu7iGO6totqrIjfOp+fIHb2roLC3bWoJbS2ic3GxY23HJf1/ReM1jUbvqenh5YdQ1XvWNqG9SxVZFSMrJ8x2Dk8ZJLY5Paqou5hZCYWan7OzMUlQkKCTzx0wP1rUXSp47WSGaIQuFBVZDv9Og6bc/lVPWJ9P0nTTYpI51C4wk6rOHSNBy3sDxj8a51NvRGssdUUElpYxrm4W8My27MsqEuV4xJz1B7EDirtgYDbRmVgxY58mJC24D6jrXMW+qGe+S2jaNS5wsjnIz2Htmux0G/uLGY3Vhbw3TtHsKZUOGB6gHoOO3HenUi0rM8zmcndsqXUzBtvmOuZFYMvAkXgkex6g1JaC1nN5IrlSz7sSE7Vfsw44PtVrUBFHJdwlVguLaYzTAKVRUcj65AJ4PvVFIhPHcNbzRyJJJu22z75G9eB2+vFLW1hyqSlo2RvpejLYH7TdA/MELRkkt3weMgc5966PwrpFtY2b3FvEqmUcfu9hx+JJNczBbvPiKOPy1MjgCQHcDjr+nSvRtOtEtNOhiQYVEA5rSN9Vc6KFPVSZPEx/s7KgF3PPqO1WPBy3LaXNLexMsrzsFDDqo4H9ar2V8kak7OEzkjkt7VoaXqbX6XCrH5UqPuVSc5HrXo06kORQW5hVpVOdzexHe3U1he72O+0+UScZaInpJ7qeh9CKvPax3trhSgDKeR/EPb1pJvs+o2sd7bgSxlG4H/AC0jP3l+oI/AiqVpI2nSLEGL27/PCT/EPT2Ip+1cHcj2anG3U5a6tLnRbnawY2zk4BHCD0p8Uobp0OOMV0+q26X1puVht/iyMsPzrk7SREk2ucbTgc8/jXoU6iqRucM6bg7F/wC4MjOcc56fhTC28nd2689DUrurRjYAcjJ9qjOCh3BTkc4pgg++u8tnHTNCqcALuyBjBFNwu3YhyB8xzx9KUOTgO2W68Hp+NAEcik4GSdpqXLCMkLgkbcegpu0uflYbhjtSMHZ8bvUcHg0wJFZcZJxnr74qLUY45reKNwzqkvmSqo6jHAqxDtLBRxzkUt8IrVNs6MyttO5eg68mokwiiG21SzklWIwtG2Nqo64Ax71V1q8uLeW2xAnmOzCMA5G3HWm6fbpJbNOokuOjdc5XOD154p2pRifUIJmcRLFmOMHkkHvj8qNEx20Od0pZsyF42MhnEzH3Axz7ZPWupA2u3lkMNoHXrVLT9OZbuS5k3CNhhUb7x+taMcZLEsAF6VbkiUisGKpt25GcE1XeImXORgcf/XrSMPuF4OKYUXYeST6HrmgZneT1fa2CeTn2qdNqqxJORz05PPpUzxbox7cimIHZtzHBHQ+ooAkPODgkE8cdqgmfIYBfxA9qtMmEyHGCRgA9aYiLtDPuX6dalsZUWNXBbZjI/M4pGVcNuGeBjHrU4YBfvZIB7VXaTc2NpO3HJWpYyvKctjbyRgVFbWpuLpYU5ckDOeQO9TyRl3BBbIz14/KtrQLDa7XL5LH5Vz2FY1pqEHI2oU/aTUTbt4FijRAMKoAFOlIAIqUkBRVO5lC55rxW76nuJW0K0pBFU2PzHFWC+5QKhI5NIZTm+Ztvc8Cr0UXlkqAcLgZzn8qzbkyL5ksaBjGpfB9q1rQrJbI68+YobjtW0FZXM5u7sSq25CqMA3fI61yltqU3hjVbi0mhaWymkDja/wAyA/xKOh9x7V1TEI+dvUdRXL+LfIWSymKkurEEDuvXHHNax3M5rS5rprqS/wCq0u/2EZLvGVA+nBqS6kiuLKSC4gljjkUoSx7EfSm6ZqNvfRK0RYxSDjexDKy9QR69Kun7x3E/n2pDSutzitOvLOxgubKVgYbaN5l2tuEh7/pj9a5TVLZdLEV1Jdj7USJI4Y23MM8gsa6Pxnou9TqUUSou4B0HX/ePpmoJ/DVndLbXlnI8cTRr8oPDgD17HtUciWpzTpyeiWxX0bWrOdYrCeEeTLJJLIkafebAIwP++hj3q5qcV1NbRyNYyW0LNstvtLgMF6455x3Gelc1fx/Z5BfWkywtDIDCFGD1xjHqMc1MviG7ukeSadnlWRWTd8wABw4GfYj8qjVaxOa7i7otl5rK+k88wiXaS224KggnGDgck11Z1G51ewtNNuViFnaFnM3QjAyE2ngkHAqhaeI7SK3c/wBmR3MirvdnCltudpYcfKelZUdvqmozSrHFcC0+ZmEbkhB1yayqRjO0mrNDcnJaG9aatHZ6yLWXzCiwKHCD5A3GM+nepr5J7W7TyU847d8UZGSGznr356VjRaYugWv2qS0kuI7hiY4y5Dsdo65+nFSrql9caGVNj5aI+7buaRgvX53+vbjFZVYwa91ERb5jP1KxvLzQLm6vVFhI07yCFEIJfBPzZ57d65PT7jUTdLdBHmL/ACnPJZccjNdjr2vaffWv9k3puPMZwY2Z92GxkFs87ecYz/KqumWkUGmvB9z52+dCd+MDj0x+Gfeuyk/3eq3IbavcpLdS2OotcxMUiAAbBx15GR/OmXVybi5ufMyyyE7vQ1XfSLtZJQgKQs37vzT8xHv6UGa4htzaTKPLUny+OQfTPelOnZe6B1mmeB/DN/aKYbh7rABYi5GVPcYHQ9qyNZ+GVzbOJNInEi/3JmAK/RuhrjtPmmh1+PFzNb75grvExVgCa9TOvaPpNiWmvZ/MOTtmlMjsfQCrm6lNqzvcTujydSznnBz69vemogSbAZWDHHHPNTCNDAVx8zkEZH3R/wDXpI7pbEnZbqXzje/OPwrovfY1NfTYJ7rULOC2jxIZUV2Jy2M847Cu3m1eLw1LPa6fiW4nk/eS4DLEfUEHrz+lefx6jIscjlyPk2FgMbabZXAWMqmCSfmZhyfxrnnT5tyoy5TorO41a+a7nS/mDyklpEbBfB/zwKyHhMykzSyAh/8AWSYAcnrnnPPrWxY3drJbwh5YoiTw5l27SOgxjkH1qjqdhPJO80cPnFgSY45Acj2xz+VTC6dmKU3JlG90SW1ltZ4NzRTAyKe6gNjmui0aLUJQz6cS8kIzt3BQxz057E4+uKdZ3dvNoi2f2dlkTazAE4Re/bqD6+tavhjULcRrZW1ipEJBaRuSWYnBPT6ckdcUpNy36HVg8OqtTlloaui6RIIpbjUIrcXdwMPCqksFBGVJY47fh69KszWsIT54lt5YG3bFRYyfYgfeB9KSHXLaN1i+0xkOhfyJI9qZySME9PYdOOvNaziLWYXllGzyeQf7pHVSf89KT2PZ9jGMOVJNHHaLPJ/b4trxDNBuILOxZlboCrdR1A9K7i/lkgth5WOB/FXOf2cV19HtE43Bpn3DkHjbg844z+Va/iORobEkI7cdU60ROCjDlk0GkOzWHmSld7MzfL061h6x4nvfD+oQT2rBkV8vGejr3Ga17Q+TZRRopACDiuL8bKJCoz0+aiPxG8oJpo9U0LUra/UXumy+ZYXzeYP+neb+JGHbPX6/Wr1xa/O7jc1u5yw7wv8A3h/UV4v8Or6707xCsKSMLecMs0J+6/GQfr6Gvco5WkjEkJy5HAbo/sfQ113UtGeZODpyuimMxIYZVV1PIPZh7Vg6noJvI5Lq3aOCZAQBj5Wx6106NHcRkRKPlPzQOMFT/Sq7omWRGKOwwUfj8jWlJyhLR6GNSMZxd1qef2epPLmKU7ZFO1kPBH+P1rS8zIZN4yP0qx4g0O2gtzcIxWaLldoOSfQ+1ZljJ9otEkJKkpkgivRTUtUcTTW5b3sBhcYz1FKcj7rHBqFgUUlGxngCl85WZSpII7A07CLYyoZsjkdTUcZYgk43HjFNd8gLuBJ6+9NaV1H3AB2J60ASgkFQAMdT9KtyNG0KeYPuYcN6c4/rVMyjoBxjt60x5VW3lXO8BCP5VMlcFoTLZxLawnzCeTllOC3PSrMMNtCS5QM+eSRyKrwlWtAI5Nyq2RkcjIp4VypJIOP4amxVx7ONzNg88Y/wp8cuNzYwd3f0qs5jVirAjHOPSp43SVj5cgK9OD+FMREQrSgA/PncCaYxYsQFyNufc1ZeDJB3EFeP/r03ygQCfvHge1VcRXYvgkZ/qaPn3cr1PBznFWgnlwqWYcDnAzmopArbWVtxHGKBkZ24zt59vrTHXfkYyP5VaCBM5bJz2qvKTjdyMr1/+tSsBAEAlxgbcNjnPakePYSf9nHFL/rGwcHBIJx7VLbWkl9LsX5IlPzMeTiolJRV2VCLm7IZbW0l5Msahto5dzxgV0MCLCoVRhQMAe1Ogt4reMRRLhR+ZPqakK45ryMRXdR+R7GHoqmvMazgKTWdNJlzzVu5PydazZTz1rmbOtIbv+entjFRE7RmkLkkAdacVdkyaSuya2tUmiuhNgrKPLx6jv8A0rE0xNYt457O2+yuInzmXcGAPPrziussvs8lvEnKDHzNkYz3rFupGsfEaklVhuFwp6bmPY/iP1rpStoYNp+8NktNca3bN7CJhjbiNcH1JP8A9asbVbHxPPEcz2Lw9GCxZbHr6/lXX78MAxzioZ15ODwelLmKcb6HNaI9vALrT4Zw8sTCeNgOW4+bnoehHFdE0ysiOpGxlBznPFcpqNuulavb38aFYW3lgORkjkfzP4VoWLubuSLJMewSIpOFwemPam1pcUXb3TQuo45reSKVAUkGGHrWVD4f1HSfDzuLt33jdbw28Zckk9W4wOOcetaE4m2DCkdutWx4pv8AT9Pji3xWyBfLLycr7ce/SuXE+1svZq46kbq5z3hTwldajMuo61iKwgDq3mELJgDOenTk59K4zWrnTp9fujp677JJsrLt27lHHT3GRnvgGuvuPE8t34MuNNW4QzXt0VDkbFEeCWIP1AB+tedxxM15Ei58iSQIzD1qcPGo3KU/uPPqWWkRktxJHfPLDuQsu07Ont+eOldL4d1Rbe5aC6tGSZsKck8e2B14INYeq2sUV0iRS73RQrOqnDDtVeW4aErKzHzMD5gSSjKeP5V0SipJIya6HossMmq2/wBtvIzBPDMyRw3GRGYQud2exJrFTVLO4It2uZYwiY2eYcY9W9e9Ysmsalq11JMss0izIqui5IAXgA/qakk0lzEkiWkwkHXBxkHrjtWLo66sm6ibeq6Ppd15csAM1/LGNk8o2qeAM4GMkY//AF03XtabwzYw6fpdtGZHTddXDKTv46A9qdJd3Dl7iaYx2qxrGBMhUqemMA+uTkVaiFnY3xe6hiumkHDKoIfIwQx9gQeOtRGUoP3tUh3Ttc4Maveagyj7NJIM/MsBPP5Zqxb6ffXcojWynAXqzKSy16NB/ZmnaVHdLLHtdSywxnYiD/aA7/WsiG8udYvoxCQ6Jkx4OBk/TtWn1mTWkbIhvsc7cWMFnqUcd4FUqolEqpnzGHQE9euM1kaXavezyvc26su87pXBJY+wNegap4cvLmzjMaJJNCTncM5PeuM0ye6bUFtGtpV/ebSuMYzxgnt9a1pzbi7FJ3Rg7C96GhYtGepcYq1eW1kdrJdOVC8fu+tVhdLF+7T72OtOjZXQ+Y3zu+QfQ106ll63MUOI9y7D3brn1p0skc8kluJcSKpAXbjH5VnNEQc7SVPH0NOMrIqyIFd1AQs3OQO39KjlENkURTqFYE7QAferlrOz5ikZhsbcOcYNWmhstQtYjKv2e4KsVKn5W59+hqlbQO7sPlJU4yWxSbTWpS3Na21KdwYipclyFycHnj156mtaCe7WHyPLa2cS7C+75WbpwelZtpE8F8xnVUUjDY6H2zXQyr5uqmVXVrcsCqZ4GQD/ADNYTl0R303KSWpFDpt05jHkukjAqTLjHA611FnqitDbrbp5bSkxbFX5pCOvt+NVW33MRjLcryrZ6HtWFFqh/teyEbBra1BKfMBuYLyzDHSo1sdnt3Rjyo7KDS7RbtL8ROt2zIzSmbeGHpjpgdOKu64waFEJ++wX8zXP2Gs6VcuJDlLtWKuwyynPORg9Dn0x09OduWCPUPJnJcvGVYAnpiindL3jKm022Wnsmgt2lLgjIULjmvLfFNz9t10WcTYGCD9a9I8Q69b2VsiM3zM3IAzt9zXnOq2Be9Elv82eQ47+9apK5sk3E2NDlivLy1lVEjv7TbHKq/8ALVBwHHuO9enWc5j91PVfWvC7eG9sdVt7hHcBZBlu455r2y1cPEpHfmibaldHPOGlma8kCXGJ4ZdkoGA/9GFL9paJB9rjHGMOFyM1WhkKNuH4j1q4gDjMOHHRo2Pat6c1L1OOcHH0MvV4o5NMlfeJPTB4FckiGNNqjgDj0OBXXeIc22lZRdnOMCuOWYt8zAEAA+55r1KHwnnVfiHPKoU5TJA6A/rUUJ3ZIwGAxg08upibPB/lUUcICKdxGORuHet+hkOaKT5WjIIxkg0jXEingBcHpTgkgYsrDBGDhqinLBQske73SkBZhlZ2+UHKj5ge9BUpOqqRhgVKH3HH9KoxyeVKMElF+boeKLmdp4jLCCZl54FJoaNzTzvhk+RBlV4XufpU0sLsvyk8Dk1gaDrtvLMVP7uUHDxt2B7j1Ga6NnZNzc49AetZrcopyK7yHAOePm9aIolRijDkZPHHHWralGIYdu1Ok2u5IJAxVXEMikyuA3sc88UMsgZSpVgDnBpgYhydwwOeBUbTkSZVwMAHB6GlZ9B3HlpdpXK/iKRIidvzoAeeB0pqTRsxO/g9qaXIkwM7Rmh3Ak2YLsWJ/D9KrOxLKGIxtxmiWWRMcnocjrWe8/XOcAgDHehAX4Y2lmSOJMM3Ynrx1NdFbxJbxCNAOOuO9U9KtTBAHkUCVxz6gdhWiBluleTisRzy5VsevhaHJHme7HqO/ems3FKTjtULtk1xXOtFe4fAJqgxyTmrdy+75RVVhjipNFsVpH+bFZ95cvEwCZLk5HtirLtmdsVl387RXcDA8KynH14P866sPG80cmKly02dLbG4a2JtVg3HDESZ4z6YrM1iDUFWO81ERPY25BkW0BLgZ+8Ae4OPpVrS7qBonErHylyjH3Fazhby0kjOdkqlDu9+K3qpqVzHDyUoct9SjYXyahZwXKHAlX5hkHafQ+9WTCWQEtkA5xXN+GZ0iW+0+aVRKk26Pn7x6EAf8Bz+NdI0ihSznC4/KsZK2h1Rd1cz9X09dQ0+SBQrORvjJAIDCuc0myttTtma7Rd8B8jy4iyYA9Rnv+FdkJFHC4JHpXMTx2+n+I5Z8iOO4jLDnAJ+n4H86cdrEyWqYraVYwAgWhK453OxGfz61V+yaXIrxGyEceCoK5yD3IJOc1qOS7CSMjBHc8c1kzcT+WXG7rlT0/OqTKcUYCwwRWlzAGdrlCPLYEmTaOm0dQO9Y9/dTNFiUYnSRWV16ZGc7h68/rWx4jtJolh1BJG82HCOyjHGeD/Sr3h++0q51e2v7+WM+RD5iQONwMucHIPBwBkA/wBKiclCLmcsqbb5UYRIu7+KOMKDdYZigOAO4A65qjqlr5F0sDOh28lEOT7Bj6+3auv8T6tBruqhrX/WxDyolAVGz/FwMev5Vx93aXNlqMMcsRUy4EYIxnnGOeOv4VnSk5K+xyzSjLcpRi9025DW0jxyEbhtPUYzgithfFd/exxQKxjfcCGi4O76dDmqd7H/AKQFuH2DJG5ee1UpYra2vJdhI2j5NrcbuO9a6Pfci11qdZq8yxfZLm8kiljuRtKQnqOx9KyLG/uImnlFuCpjdFjdidvQjb7/ACgViyXrvFHC5JjjJZAexJ5xWzp2o2726JtTzCe5wc/Wp9mkhNWNdtLuZ3QPA89r5mSFPySHA69yAa6vTZ4dJSTz/JgRBlY1XLY7YArH07xLHpqmO6DRtIwIUR9um6nanPIk6XAcshUiRVYAuvUYNcVRT5lF7dCNy3L46tbkvAlrMsfIYH5Hx3Pt+NZ8apqV3bSaJp98YI5AJC8i+WVHbJ5p8mgRa3D/AKHex2sMwBcLGH8we7da6pL6y0UW2nBSjMNsfy4TA64PetrxtoI+f0UuN2CQp603zWUgZz3qATSDo1N8xj3r1OU3Om0O1udSYrGjORwQGxn6nsPWt628KXV1EbmWSFWQEmE/KzD0z0Ge1cTZ63qGn8WtxsGMY2KRj8RV7/hNPEP/AEEmP1jQ9sDtWUqcm9DroywyX7xNv8DobyWynYwmFbeBcmML95GHGPzqtpV3ZxMYvsYlduHmdjn8B6Vy8+sX9zcefLcFpclt20A5Jye1NOqXpOTNk9OVB/pWaw8lGxhOSb0O/ubm1kuJsKscigBWOCc9zz+VJFZw38MbztL5cY2ZwOABkc/Q/pXBtrF+xy0+TjHKL0/KrFt4m1e0cNBeFCCp/wBWhHGccEe5qVhpLZjjUSPRbPRtOM0UH2tV3urqZ/uRjGMt61iXFnNZxearbpbonDoRjYeMgDp/9euRl1/U512yXO5fTy1A/l09qkfxNq7urNdLlRgYhQYH0xV+xlYuVWD6Hpeh2KJM8UQYuUBOODmuvs5fJAQkjbxk968Ig8V63bS+bFfFX7ny0Ofrkc1Zj8d+JIkCpqW0AYBEEeR+O3NCoS6msa9OMVo7nsWq6WurwvIrDA6qOtZWn2XlyLbSOqOpwhP3W9vY15ja+OPEdlHst9SKrnPMUbfzWmS+M/EE+fMv856/uYx/7LS+ryNvr0GtU7ntk2mwSxbDGElHGD3rbsCVhRT1Awa8APxC8UlQp1TIHAzbxf8AxNOj+IviuL7mq4/7d4v/AImiVCTRDxkWrNH0fG3ap45dgyp2sere1fNw+JvjAdNX/wDJaH/4ilHxP8YjprH/AJLQ/wDxFKOHnF3TRnKvTa2Z7X4pF480E7l1jY7V9FPbPpms24t7qC0MwxKU+8irkr/9evIbn4jeK7tNlxqgkX0NtF/8TXrmnQarLoem6lb3Raae0hllRwArEoCTge5r0adZRSjPQ4J0eZ3hqVnud6kKuCfvZ4xUwlXHtkcZ6Vat7y3S6c3+nxbt3Jk+7t+tSy2WmagzTRSPBDv42Nnd6nB6V0qSeqOdprRmTcspiYGPnrx9KoMmwqd7AkHBXOa6O78OytEG024+04zlJMKxPXAFY8lhqZjVpbKX5sgLjJGD6U1JMVmZ1w1xEN0dy5ycEHBp6JeGN9lwitjrs6fhV4opKxT27qei7lxiqmpH7JplxJHE6FmEYIHP1ouM861G4v3uSxuWEglZcqcHjp0rvfAfii8v5G0jUMzSRoZIpsc4HVWrhr1DGIfVi8nPUZOOfyrrfh3p0i38uqs+FCGFFx1z1Oaz5bMu6sehIcA5O3nn3FSkgHI9KrsWGWCnnjpUiu4jYsmc9Bjv3ptEIUFSQpIyM59azbtxFKAF3YXtzzVtjlSQMnHr0qxYtHb3OHiDrKV6jkEdxTTsDVzEkOYkIjLIfbkGj7UyqqoQc9VJr0C4htiqgogCjnC889senrWHfaDBfQRSR4SQE/vFQKXx14FSqqb1KdNpHPJKbkukUTeYFJKd+KtaZpky3+67gAVF3oc/ePbj2p0Gkvb3sUyyyRsjZ2kbiQT3roZ5EldXToEA6YrDFVVCm0upvhKXPUTYisGfHepAcGoraMs7N+FWWwOO9eIe0yOTiqcrFTVlySc1SlJJxSZS0IHfALtVeRwkRcnrS3MmCF7CqtwS65PTsKQ2yGIfumkPUnism8KTXMyE4AXaT+H+NbDER23PQc1zL3A3MzepOa7sJHVs8/Gy0UTU85f+EfuZIxgmIvn3I/xFb/hu9a90WB2BD4APr061ytg8l1BJZBcxyNgMOwPP+Ndhp1ibK38uN/3fBGRyK6a3wO5zYa/tFY5XXYbe01aQwnyiXUtszuUkcjjp61uRaHaGMn7VqDFxn/W7cfhUfiXT47m2a8TKuV2uSOo7fTBqrpN/NNYLLIfm3NHjJJIH1rmvdHda0rMsHw8m5pF1G9Rccjdk8dOR2rF1/T7yK2wgF1bhNyzAnI55yDXSQzrGucEE5IJPHSoJjGSVnf5HBypPyndxxSTaZTgminYzQ3mlxuiCIbNpRR91h1FV5GBJwCGz6Ag1BFPHpbtFO22B2ba7cFWHByfcY5qyYopEV1+ZWXcOetFrFRldGfqEa3MLRyL8si7WBOB/nvXE2YiFzcRzQJK/IViepB54+ld9LGQFBOMnIPvWD4i0zybWLUbaMJiTEgXjDHofx5FXFrYzqxvr2OfnuoLMmX7KPMyNvY+3NNW5n1EFZ5GbaxkXccsOD0/QU29jZ1ib+A4IBGOPSnR25gAdV8ts885pyXY45RcmU2t7nYt3Kd0Ryu4jGDjp6ZqOaLzrmKOIGQsgAVOefYV3FxNBceH0ddrrCMHI+6w5H16mvP1u5oZmlUkSnPzAYx6n2qY3Zim2W4ba38zybqRoZQcYYdPrVGfEUjRRyb492QcYz71LJtAVsBiRxk1Bt+6W5APFUkMvNqE819HL5mDsVDn+6BjA9q1mu7iS1ktGclYwTH6j2FY+yJF3E5BHHtVy3mWaPIP7xBg+49ayqRTs7Esn0rXr3SpEiCp5ZccMMFc9efSur8QXM+pb43lCrHHlFjGQT0yP1/OuILxlCHVt4PHPFXtPvpRcqMswZdp56+1ZVYX95CscVRRRXpGgUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX094YXPg7RPX7BB/6LWvmGvqDwt/yJ2if9eEH/ota58Rsjqwu7LM1vHMpEiKw9xWZJpMfIid4wewPFbTcVC4rGNSUfhZ1Spxn8SMqJL21YfvPOC4K84IIPWrJ1NodQuA0beTJGZPM9JMdB9amYVDIoIrZYqp1MJYOm9tDE+1z6lYtEVRLscKsqZHvjvmuV1rUL1b+20zG1yoJGMk8nt+ddxKm1gycMOhHWnx6Zpz6gt+IQb64Ik3S4OzHGBnoa6aOLU9JaHJWwjhqtUeQS2V1qmqKiKyq+QjsDjYpwT7mu28P2vkXCGQkgL5YAHTPOOPTFdRcSLbPLBZxxISpO8RgnOen061TTTidJvL2M4KR+ZEijlmyCfrXTGqnoc0oNI01lzLh8qoGcetOkuN4xuwPyBqm0u9Y5ANoIzg/wmklbzYsxgEA8k1oZMkeZQN3YcjvUnzyXcUUQyS35+tVI2UybGXkj+tbmjwgXLTheihc+lKTshrUmtNb0nVrq705XZLq2bZIkg2k8dvUVMtpdRsrQ3qsgyEicdj2BrjJnji+JU4QEGaFS4PXPNdvbwQn7/HGM+leb7ROfKz0vZWgpIr3kU21XkiCSA/M+Mhh6e1JKRFbZ70ty7sUgLZ+bd9frUUp3TxRHjc4rlrO8rHXh4WjfuX4YxEgXvjmo5SSSQOlTZBdgahldUBHc1g9DVEEjgKKqSN1b0qxsZgQKrXeIYAO7GpZaMyY75M+tRSkkewqdkP3sD1qAgyKQPQ0WKaM3Wrh4dPIjDF3IUAVk2ek3Fy3mTDCE52Z61uybCMuCSgyBVyGB18uYsvkjIb8RxXpUHy0zysQnOqNiit7N4rdRhcKCPTvWtFcXhiPk2KtGPukyhdw+mKxi3n3DSkDJrobIg2aZzxkVzuq53ub06XI0c5q+o6lFpcwjsPNjJIaQsXK59q5vw/qkkeoPYyBhFMSycZ2v2/AivSlxsY7sBa57VtMih1WO9gjVWbEmMfeYdR7cVUWti5J3UiTy5dpG/ac4xxzTvIMluUckjPBJzj3qdthw5XLYBGeKRpAQwOADgE9xUmtkcz4ieTT1FwjhS3JZUBDOOmQeOmfyqrb2ECwwmPVLwW7Lv2xkLsY9Vx2rodQsYdRt3gcMBkMp7gjpWRYWzwWDxOJPLZy8LOn3geoH0xV30M+VKfqQT2tqbcRG/vkkP8Ay0Zu3ocH+lY1zpySkQLfzlCM/vFOMg+xrbugVjbGGbHQ8Y/Gs2c7Y/nIVc565xRFscoIwLSAzz3FozcxqXVM53YPP5deKcwDDbhQ2M9eDUOrxNDcR3USjKckg4z+NJcXCBfMGMMoZQO3tWu5zWSdmWFmK20ts0jqkingHjP0rAurfdKuM56EVZ+1uWxncvv1pHkIw4bBXkUWsZuKexTEeABztXjmmMm9gvcnAFaAEV/IqrIEkP3kPX8PWqOoYgkjEeVlThvTOeKFuYdbFcuyu0TAjHGK0NMtHuZ96sRjt71mDLSFmJ3HnPvVsXMnk7EJRf48H71ElpoDNC/VbV1D4GepzUmlzBJcEBkPQ+9c9OQGGN2SOc88+1PiuJbcho2Iwc47VLp3jYXLoUKKKK6CgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvp7ws3/FH6Jx/wAuEH/ota+Ya928P+JbuDw5pkKw25WO0iUEhs4CAf3q58QrpHThnZs7p+ahYVzDeKr3/nhbfk3/AMVUD+LL7zAPItsf7rf/ABVcyR2cx1DConFc03im83H9xbfk3/xVQP4pvMn9xbfk3/xVPlGpHSSDI96z5yVUgMQD2BrEfxTeZ/1Ft+Tf/FVVl8SXTZzBb/k3/wAVSsNSNh7pkWWaWR5JQu2NCeOepPrit/wtPPd+HWS4ZVWB9iSdyMdDXnU2uXDZzDB+Tf41t+H/ABTdw6UsQtbVkMjMQwfrkejV00G1JHLi+Xk2OkuLC+L5gh3IfQ8+5xVSRDCqr5iblfYdrbiDjPPbpUT+LLyQlGtbQqzFDw/TPT71VLXxHNG7kWVnwSwBV8ZPX+KvUjUvueS4mnaBWm3bi2HBz1//AF102jqvlzyK43O2MY4wOOn41wB8QTRtculnaKWkHAD4HHb5qnsPF18mpMot7UpHCoVSHwMjk/e61FWWgU0MjD/8LFuZJRyDtHOeMcV6LAfkzXkF94guF8VRXC29urugZsBsE+v3q6qLxjfeWF+y2eP91/8A4qvIkvePZi/dR2M0SRKbiXgg5z7VjaVeNqmtS3EcbfZbdCocjhnPYfQVzOq+LL6+v7exlht1t5DhlTeMjHruzV2HxbdW1v5EFjYxxRjaqqjgAf8AfVEo3NlK0TsS4Vy3NUGmMszFScL1rk7jxjflW/0e1HHZX/8AiqpaT4pvfO1GRooG+5hW34XjsN1Y8lwUrHocL8VkalMGkMa8nNc/J4uvlhbbb2oz6B//AIqq/wDbdxkuYoS3uG/xo5ClM6mZQlkCTg461mRSxgSMXG0Dk1zWqeKb6TbH5UAX0UMP/ZqbbeIrjBjNtbFSDkEN/wDFU4w1FKo1Fs6hIQ7rNggeWQ8bHoc0XTKZNsTfKVAfHQsO9c3D4kuhK7eRbkshzkN/8VUX/CQXOf8AU2/5N/jW9ZtKyOSik5OTOmiGGre0+QC3GSByeprzyPxJdcfuLf8AJv8A4qtODxFdFADBbH59vKt09OtYxidF9TsZZPn3g7lIwQtVL5hLZbotxMQ+dGHDIRzz2NYtv4gunmizDb43dApx/OrN/q8sVzcxpBAqEfdAbH86pStKw5aqxiQ+Kk02AWl3byyMoxCyj7y5PU55x0/CnW3ihZJmWW1KsTwqn5ue2D1rA0uVJNSuYpbeKREGVDgnb9Oa3H1ARsJFsrQPx82w5/nW7SMY8z6mnb63AMGW3uuTzlMD8CabG39oQytGj7VYvGsnUfT9RWadbuN5/dQ4z02nH86gn1m5CT7Fjj8sBl2ZGD+dSki5J9y9JLElrKhgSZ5gPLJGCCMkjd2zx19PesO5WaJTHLHJEzDAyuCPfkVXGs3EzSB44sbuwP8AjVW71e7MZXeRHn/Vhm2/lmpjGzG5XVxt3GHV4mfduHXGPx/OueWZoVe3ZCw9B29a1UupHlKMAVUnHXisa4uHjvonUKGbGeOtbxOap3CGd4pvMFsW2YO1weR3/StQNo94JXeKfT5GOVXlowPbjI/GqVxeS+ZJyP1qkZ5OeaVufbQnYiuopI5sqwYdihpJJ5JgGlIZu7Y5/GmSyMyHOKgDHdWqRjJakpbLcdqsxkbapbzjtU0TnHak0SLcKN6/SoWPB5qRmJbkCoXPJ4FCA//Z", "path": "030412.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.
030413
Women Tops & Tunics
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"path": "030413.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.
030414
Women Tops & Tunics
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", "path": "030414.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.
030415
Women Tops & Tunics
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"path": "030415.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.
030416
Women Tops & Tunics
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"path": "030416.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.
030417
Women Tops & Tunics
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", "path": "030417.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.
030418
Women Tops & Tunics
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"path": "030418.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.
030419
Women Tops & Tunics
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/MPnj/qK2dvauKt5HsL1JUyCjbq7olXVZE+66hh+NepgqvNHkfQ+VznDezqKpHZ/mRgcU6lx+dFdx4VxMUuKWj60BcSjFKRzUtvbtcSbFIB96mUlFc0ti4Rc2ox3ZARRV68svsiKWfczHsOKpkVNOrCrHmg7odWnOlLkmrMbSd6diitCBnXNA6U7bSY4pDEkAkjZHBKk5ODikJyfwwMU7FJilZHVLF1p0o0ZS92Oy6De1KBxmkxS0zmCj8KKUCgQAU4cGkAp2KBMRgrDBAI96rvZwscqCh/2TirHejFJpPcqM5R2ZXEMyDCTE/WnK0oAEi591qYimmly22KdS+6MAAlu3NPHABGM1Hn60uSQBWB66ZLvJHUN7Gmudw5GMClGzbghifYVb0+1a91G3tY0ZmlkCADryaSV3YqUmlqZxAz2pneur8WeD5/DbpJuMtvJwrd1Poa5cKOeDVW6oz16iCpoyAOaiA5zzj0pwI560hp2JODk7qR246r+dRlumM005NFgchSeeTQOe9JTl65NMkdjOOeKeCBzzioyce9RtMUOQM0ik30Jifb6133hq9tLPT1LSKG9M1wtpNFdSCN9qZ7mtC50xoot8chx9etcePy+OOo+zk7I7MvzVYCq3KN21Yv8AirUo728URMCqDrXOn5hnFMY4Ygnmjd8uM1rhsPHD0o0obJWIxeLliqsqktLiN1phAJpSck0ueK6DjEAApaKMUxCUoODx1ooFILliO5aGKSYjIQcD1Pase7uWihZ3b94/Lc9K0b35AkGcCMb392PQfgK5nU590TnOd3Q+1eZiJqU7LofSYCnKNK8t2O0WzN7qDSyDIU16Lp9kNq5XNc34WsttnG+OX5r0GwtwFHFePXm3KyPpMLTUYIdbWSjHp6VrQ2wJ5UAU+CLGK0IoQRWUdzeRQksgVPGRXPahpm0blUbvT1rtDGFHtVK6hEg6CtL2M9zyXVdLUhi8OV7Mo5Fczd6YYQGjJkQjPTkV7HdaehJyuCfaufvNAt5OQu3PUCtIVmtzGrhVJXR5cUOPWm+xFdRqmg/ZyWTkVgSQFGIx+FdkZKS0PNqU3B2ZXZcLzWzo0ouLFomPzRnHPpWTkDg9PSpdNkEGokK2VlXGPftVozNO7jaNA4BIU8n2rqNDnM+mBDyYmwD7GsiWMSRZ6qw5qXw3MYrqW2Y8OuPxFb4afLVRwZpR9rhpLqtTo6MUUV7Z8MFFFLQAlWbO4W2kLlSfYVXoqKlONSLhLZmlOpKnJTjui1d3TXcgZgAFGAB2qpiloop0404KEVZIKlSVSTnJ3bG4o6UtIelWQmJ0FBpSMqRTmcuFBA+VccUDQzFJiloAoC43FGKfikoHcbilpcUuKBXEWnYpVFOxQS2MClmrqr3wctr4fi1I3RVzGHeNl9egFc5GQsisRkAg49a63xN4ktdS0mC3tWYFsF1P8IHY1x4l1faQjT2b1O/Cex9nOVTdLRHFEcUntipKYB8xNdhxJnM8HvTlAx1pvanckYFcp7S3A9eDVi0u5bK4jngkKSxsGRlPIIquVNAGeM007Azp/EnjC78Q+UJVWJFjVWVedzdz+dcypppHY0cjPan0shLdvqxxPHbFJnHpSc0nJpDuKzZ7UlJRQIdinY496aDSnpzmgBM0xl3U/vScUCvYjCYNWRczCLyvNOz0NRYo+tC0Bq+4xky+7cRjt60/rR3pCDng0D3CndqSloJYUAUdaUKWYKoyfamAYp8ChriMN03DOamjsZnP3SPwp/2KaN1OOhqXJFxhLexjatcl55NvG5jnPpXN3TiVyB0xgVq6sSLp0OQ2cVkTqUCsO9eNLc+tp25VY9E8N3Vs9rBbhgHVQMH1rv8AT4gVzXneiaZa3OnwtG5im2jnsa6Wy1S50pxDdxllx8rjkGvMqxu3Y9qlN2SZ2kMdXY1wOKytM1CK8j3oenUVfmn8uMn0GeKxUmmbtXLBGPpVK4fjsMViXvilIom8qMyEcCude/1nWpNsS+Wnr0H51oveMX7p0t1cwA4aVAfrVEiOY/u3Vx6g1Sj8MTOCZ71QT/dFTjw61n81vfNkHOCoptR7lxnLsUb2w85WGBzXD6xpckLHdHgjv2NemeW2za/3x1IHWsfWLZZbR1I7cU6dRxZnWoqpFtnkdyXhOCDg+tNsorm4vkWCNndTuwB2FaepWm6UgHGDWz4QsJpp5Yrb5Hlj2tJj7q9673UtG55UKLlPlJLGZZbJgx+eFsEexoi/0fU4ZugLDNVRGbDV7uzPIOUz9O9TFcwE55Q5HNXGW0kZVIXvBnZOME4pmOKIH820gl/voM/XpS19DCXNFM/O68HTqSg+jCjFLRWhiJijFLRQAlJinYoxQFxtI3NPIppFAxvQc0UtGKQ0Jg9aOtXGsvLtGlkfbIAGEft6mqnGaVzqxGFq4flVWNuZXXoNxQKXGaXFM5QoxRSigQ9RxS1atLL7ShO4j8KgK7SR6HtSUk3ZG1XDVKdONSa0lsM+tIadTTgdTVHONNJj5sin8HoaSkM5UdeaeBUfenBiOvP1rmPcHYI60n0pu4H1+lFAMU0nWiigVxaSn7TtDcYPqabmgYlAo/CigBQKTvR9KTBoAXNFFFAmFFFFMRYsYUuL6GKTOx2wcU7ULZbO9khR9yjkewqCOR4pQ6Nhh0NIzMzlmJJPUms+WXPe+h1+0pfV/Z8vvXvfytsNpaTvS1ocY+NC7YA5rpNJ0YTOrFeaxdPTdMK9I8PWytt4rkxVVwjod2DoqbuyS18OL5Y+TtUV7oCqhwld/a2i+UOB0qG+s18tuK8ZYifNe57LoRsfNvizTmtNWOFID8isS6VFhRihyp+YV6V8QbKMSwuQQd+M15veONxjBziui99Too/Ai1bXV8safZ4S6dVwK7PwxqN7rETCXTZWiixvni5C56ZH+FO8H2sVxpER8sE45rs9JgOkwyRWKNAkrbnCgDcfyrilODbTR6sKVSMU0yvbKbRjhcAnkjoa12Vnt93UEVVNu0cczyEkyEEg+tXRKkenon8Rrjla7O+LdkYc1nFFFLKIAxAJ+tcQ/jSRLkwR2Ug5xgttz9K9UFql3YzQNwJFxkdcVzi+F7SDU4rlom3w42nAwcdMjvW1Fxt7xhWjNv3NDmtS1/VNNYPd6Zc2kZwFL/MDW1pGuRasg8oHd3rpL+3GqkfawJv9/tVaHRbSy+aCJYz7DFOpKD2Q6MKl/fZFLFtGe9Y2oY2Nnpitq5cYPrWDfONjVitzpnojgNStzJcnaMk10vg/TZwWmjbGzG5R/EO9VbFUWW4mmUMqnoa6TSJjY6YlxJZtbfaGOEzk49Bmt5zurHFTpJS5jh/E8Zs/FlwoJ5YMPxFQxz/viD/EOKm8WSTzeJnkkCrIwUbVOcccCs8P8kT4wQcGu6mrRR5tb+Izs9FlEumPHn5onyB7GrlZfhkedcTRAjLxEge45rVIIJB6ivdwU+albsfEZ3Q9niHLpLUSiilrrPFDFGKWigApDS0lACHk5pMUpooGNp0bbJFcAEqc4NIRzS4pFxk4tNEtxeS3AO/AB6hR1qoWqUgY4qIjmkbVsRUry56km33Yqmn9cUwDFSDpTMGT29r544bB+lQ4IYj0OKvWEiBgCQD7mqsnMjH1JrkoVKkqs4y2VrHVXp040oSju9zR0yQBSnAxzVOYbpCw+6Scc1EuV6HFLiulRs7jr4+VXDwoSXw3s/UaajlUMmDUpFJjirOBOxFE4RdqIfrUgz3pOjYp1BTZyNFJRXIe4LRmm5pRTAUUo+tJS0CFpO9L9aTigAx6YpcZPJpM0gPNAE8cO8jPersdhu7U6wh344rpbSyDAfLXNUq8p10qKkrs5eTTGAyM1RkheI4YGvRzpgZPu1iapowCk7amniU3Zl1MLZXicfRU1xC0LkYOM1DXYtThaadhBS0d6XtSEIKWkpQaYF7TT+/Fen+GzwteYad/x8LXp3hxgAvNefjtj08vPQrT/Vio70fuz9KLWZRGOahvrlRGea8a2p7beh5V8RoV/s3zM8rIAPxrxq9XEx9+c16p8RdRSWWO2VshSWYe9eXXh3OM119EVSXu3PQ/h5P/AMS9VPOGNekwKuwHFeT/AA9lxHNHnlHzj2NeqWsnyDNeZW0me/QtKlFkd8clE9TUN0/zKnZanlxJdxp6cmkvLMicYwRjtWFtDZWTLOnuN1XnRWOcc1hwTmGdIzkbsgVsLIGTPeqi7EyWtxhhUEmqdycDHarckgAxWdcSgjGaqTuOK1uZNyxyawbsF9wAzW7cnOe9YlxlSTSQ5sp6fY+fqEUIGQTub8K6XWZoNP0e4vpxE/lIQvmEnYfUCuEm1qfT9TElvKsYVGZyy7uBWHq3iTU9ajnt7jy1VwHZYwQCBXTToylK/Q4KteMYuK3KZuZbu7juZ2LSSNuOaVGJDJnucVXgb95EB1AFO3YuWx65r0FoeW292dV4bkxfIVyBgj9K6I8muZ8Of8hFAOhz/KunxXrZerQfqfI8QP8Afx9BMZpaUUYrvPnxKKXvS44oANpptdZZ6DaPp6TuHkd1DctgDPsK5iWPZJIuMYYj9awpYiFSUox6HpYzLK2EpQq1LWltYipKdikwa3PNGnk0U7FB6YoGW9MtFvboRvnYBk4qbV9Pt7Mp5Jb5j0JzimaZfR2LszIzFvSk1K7F7Isihgqjoa89Ku8Vf7CR6XNQjhLaczfzM/bSinUlegedcTvSjrRSigQ4UtNFO70CJEglkUlI2bHoKjIx2xWzppkkuokidVtwPmwfmZvf2rQ1mxt2s2m4SVeQR3qXOx9PU4cX1FYqlUUna7Xby9TlQKMUuKUe9UfLnGZooorkPfCndqaKWmAZozTCaUGkFh/NJmkozTAXNFJkUUAbOlTrvCseRXc6dtZQa8yhlMUgYGut0bVhgKWFceJptq6O7DVV8LO5RV29Kq3sKOh4FQx36lBg1BcXoIPNedGMrne5Kxymt2S/MQOeormSMHB6112pzh1bOK5WcDzCRivXoN8tmeTiEua6IxRRRW5zsKKKKBFm0lEcoJrttH1QRBcmuBBwatRXskRGDwO1Y1aXtEb0K7pM9ht9eURj5v1qhrHiaOC0kkL9Bx7muAsr68vblLa3XLse56VleI9R/wBKa1WXzEi+UlDwx7mvNqYaNPVnsYatKu7LYzdTvpL26muJJCwJJGa5+5dg7FxtI7EV0ltZbLD+2b5QtmrbbeNus7j0/wBkdzXJX939puXk55YnPrWTR6u0Tq/A2oG31pI3wEuEKf8AAhyK9ft7gbRz2r550zUTZuVb7pcSKwHKOOh/oa9m0bU1vNPiuY2yrLnj1rixULNM9DAVbxcGat9cXUM6TQRq6k4YZ5/Cp3udRmVfsscYk7+eDjH4Vmx6ks0gCKXAPJzWiNRbIIifp3xXMkehYdbi9uZo3u44Y/LJJ8sn5j+PStVZMVkLqMW7BfZ7NxVgXAb+Ifgc1LQMtyyA5rOnY5qZn461Tlb5utSUiGRcg1jaliOFj7VtN05rlvEl4IrcqDyeAKuCuZzdlc4nUXmk+0zKmYtyRO3pk5x+lTafYxz6hIJGKqLSZ8+4TIqndyvHYTRFiFeVJCPUgGtpYkXQ76+bgra+WnuzkD+Wa9WmvdR4dT4mzm42x5Z6HABoPEuaiQkBF9BipKszZ1Phhx/a8XP3kYfjiuvVBsya4LQ5hDqMDnsw4rvGZhle1ezls0oSR8lxFB+1hLyGYopaMV2nzolFFLQB0dl4jgttOS3eGR2VduRjBrAuJRPcSShdu9i2M9KZxxRjrWNOhCnJyitWehicyr4mlGlUfux20G0UtFbHnjaSnGmmkMMUw7wexFPpM0DuLSUZooAKUUvagdKBBThQBS0CHK7IwZSQR0IqxcX091GqSuSq1WOD0pORRZG0MRVhBwjJpPdBRSgE0Y5oMTi6OKSg1yH0AooNJQaAG96cKQDmloBi0lGaKACjFLRTAKlineFtyHmoqKBG/aa220K/BqzNqbY5Nc5blROhbpmp726EkgVccdcVi6Ub6G8a0uV3ZYubzzMgE4rOY5NG7NNzWsUktDBtyd2LRRRVCCloooEwpaKfFGHYlm2oOWb0FJu2rGk5OyJnnnis9lmJAzD5jGeTXKS3yw3Q8yHzdrfPExI3exroLrVrdB5VhBlgOZpTkn6DoP1rm72ORpmYjLMcsT1NeXXlGUrpn0uChUpw5ZJIfr2u3WryoZP3VvEoSG3VsrEvoKw8Zarhty2SelQuApwPzrA6ndkW3uO1dv4B1r7NdnTpmxHKcx57HuK4kN1A796kileK4jlQ4dWDA+mKmpFSjZl0punNSPc7ewtk1JiS6LNyCpxz6VsrpcAbm8k2AdOOKxPD1xHr2jwXGcMVGcHlW71qjRr0/dvXCn1ArzLuLsz6CE043KF9FbBzGryP25bFTabpiW0YYbgTzyc1o2+hx22WctJIf4mqSRPL4JqZML3K8rFRxVN5MHJNF3cBMnPFYd5qYTIU9qlRuNuxfu75IY2yRXF30zaheZOdgPFXJZZb18c7asRWIUD5e1axSRjL3jltYt1ERBIVSMZPaoTclrGK1EwkjXBIXpn+tb+rWDXNjMAvIHFcfFmI7SMY613UZXVjzMTDllcsXdsITuHQruFQfw5qd5S8KnrgEc1Fxs5FbXucxZtZCjAqcEcivS7N/tljBcjkugJ+vevK45Csg/KvTPA9wLrTZ7Vjlon3L9DXdgJ8tS3c8TPMP7WgpLeJJNIIfvUyKdZehq3qNoGcg+tU4LYQ9K9h3ufHLl5ddyeilAoxQZiUuaMUdqAEooxRQMTvSE0v4U3FIYhPNHFBFFAwooooAUdKcMU2nL0oEOoxQKWmSFApaKAAdCKKdgY680AZouBw9FJ2orjPoQpelKil2AHetjVfDeqaPGGvLfbEcYkU5XmolUhGSi3q9jWNKc4uUVdLfyMaoXkIqcioZI81bREbX1K/2jBxUsc+6q7wHNOjjKms7u5s1FovKwIp2aiTgU/NaI52haUUlFMQveg0UtABRRS4piExS0UUCuFFFFABUd/di0tfLUK0sg6n+D8O5/lU8Y3SKD0JrH1WeOS/kEeGwxGewFcuKnaNu56WW0+apzPoJp8Rll3MQCOee9S3EAmYucCPPbqaqW8Bl/1kwRM9McmrlxtSILuYKPXrXmn0BmXIReBwOwrNkXBq5PLnOOB6nrVFsseBjFBLIgOc1JEu+UAc0w4HAOTV7T4MHzG6UCOv8GeIU0a/+x3DhYZj8pPQNXr8F8kiKysCMetfN+oPl+O3Suh8O+INWhtigmLxodo3c4rkxFC/vI9LC4lL3Ge5S36bcEisPUNWihydw/OuFfXdRlGcrVJ3vLs/vHJzXKqb6ncqi6Gvf6wZXO0nHoKrW9tNeOGfOPSpNN0l3IJGea6u008RqPlxQ2ojs5FG005UUEr2qeS3C1seUFTAqu8RNRzXLtZGP9lB4I4NcB4i0s6fel0H7pz+VepGLFZOt6SuoWjqwGa1p1OVnPXpKpE8uV8RsCeDUZbapBP0qa7sJrKZ43B284qomXUq2CRxXpRd1dHjyTTsxzHoQa63wRqn2TWYwzYSYeW341x4OMo34GpbK4a1uUbONrBhWlOXLJS7HNXgqlNwfU9lvGzM3Oeaq0olE8MUo6SIG/MUlfSJ3Vz86qRcZNMXiigUtCM2JSGlxSdKQXCgMFOSob60xnAp8MU9yT5EMkmOu1ScVMpJK7NYQlJ2irsYTzSUskcsL7ZY2RvRhiihNPVBKLi7NDTRRS4pkiUYpRSkUBcbzml7ZoxS4O2gABp2aACO1PWMt2pXFYbS9Kd5bDqppWUr1p3BpoRRnikwRTlNPCnqBQJanBUUUVyH0RLAQJI8/wB4fzr0vx5qdvdeF7VFnTzPMUGPPOQOa8wGc5p7yvK5eRizHqTXLWw3tasZt/Cd2Hxao0Zwtdy/AQmkNIaSus4AKg0m0UuaKQwAxS0VLDA08yRr1Y4FDdldlRg5NRW7I6X61qy6BNFGGMyE+mDVGazlhTcwBX1FZQr05u0WdtfKcZRjzzg0u5BS0lLWx5oUtJS0wYUUUtAgooooADkKSOCAea52VkSQhep7nqTXQSnEEh/2TXPRQ73J+6c5LN3rgxj1SPbyqPuyZLBEyPucZPueKfcTK5+d8D0UU2WMomV3kHuwwKzZDiQ7WLEfxYriPXY6d4xzsPPr1qmzs+cDC+tPkl45yfqahLl8DPFBLBU3OFHr1rTM6wwqgGT3qhEAnzEfSmtMzNycmmIdKxlk46k12mi6WYtNQlcMxya5GBPKw3Bbqc13mjeJdKkiEV6Dauo6kFkP4jkfjVYnCVowUoq504SUOb32aFppyucGte30hQRlc1Wt7y0mfNrdwSr/ALMgzW/bM5ADKa8icaifvI9ePK1ox1rZpGMYxV3y1C03a+BlT+VSbTjkHHuKwabNU0iP5SMUbFI5pkskUJ+d0X/eYD+dZVz4s0KzJEupQEj+GImQ/wDjuaunRnN2imyalSMfiZfkAB4FQSbFjd5GVUUZZmOAB6k1y+pfEawRCNPtZp5P70vyKP5k1xWreI9T1nK3U+Ic5EMY2p+Xf8a9LD5XWqazXKjiqY2nFWjqy/4p1q0vrrydPXMSE7pj/Gfb29+9c5u/Om5Pakw1e/DCUoQUEjyZ1ZTk5McADw2KR04HPI6UgzTgayngYv4XYnmPU9LbdpdoD1ESg1dxxmuG0vxc9nEsV1biVAMB4zhgPp0P6V0tl4h0u+ICXKxuf4JfkP68V6FNWikz4fHYCvCpKfLpfpqalFHbI6HoaKs8oKaelOpD0ouCKkxIzXoXw9hxpM039+XH5V5/MmRXQ6F4tbRbBbM2YkUEncGwTmvHzihWr4Z06Ku2e/klelRrc9R2VmWvHMgbUokGMgVzIGKt6xqh1e/Nz5ewEfdzVUV0ZdQlRw0ac90jlzWtGtipTg7pjcUoHNOCknArUht0Ea8A/hXZKSiZ4HA1MXPkgZIpat3kAjYEcZ7VVxinGV1c58RRlQqOnLdCU9VLcU0CpYhzQzGOrsSxwnHINWkhAAojACipuMVhJtnoU4RSK0kaqPeqsm0H1P1qe4crzwfxqgzljkirgmYVpReyJVGTUm09M8fWoFJNSjNanLscIeDgjmkNFFch9EFOpop2aACkoooEFLiiigAqxZ3Js7tZwoYr2NVqcDSaTVmaU6kqc1OG6Omi1OG5VnkuAgHVG4xWfealE+5Ik3KepPesrOTzSVy08FTpy5ke9jOJcZiqKoysu9luOopKWuw+cCloFFMkMUtFLQIQ9aDS1DNMiCQbxlVyR/n6VM5csXI2oUnVmoIr3OppCkkMabnZcM5HAHtWE12yudoBI6Z6Vcd2uXaSU7mY5OfSqV2iIy7cV5E5ubuz6ijRjSjyxCXUJnXDkH2AzVRpXY45of8AhB/Ko2Gc447VBqI+4nlsVNDbZAduF65PemRxb8AHnODmtF7fZCXdsKOgoE0ZsjZYgDgUsa5cZ7c0KA8ntU4TDmtaKvUivMXQcOlLSClr3jIKessisGWRwQcghiMUyik4pjUmW01TUI23Jf3Sn1E7f41G99dyIUe6uGU9VaViP51BRSVOHYfNLuKxLY3Etj1OaSiiq5UK4UUUUxBRRRigAopaSiwBRRRQBdsdXvtOYG2uHVR/ATlT+BrtNK8WWl9tjugLac9CT8jfQ9voa8+ooucGKy6hiF7ys+63PYQMrkcj1HSgivIluJlTYs0gTptDnH5VveG9fawult7mVmtZCF+Y58s9iPb1p3PDr5FOnByhK7XSx3jIDUfl81ORRinY8DmaIguKcBTiOKAKAuAGCMVsoMoOKx617WRWhXpkDmsayuj6Lh3EQpV3z9ivqI+VaoY5rQv3RuMgkVn96qn8J5uazU8VOSY3FSoQBzTQKcBWlro85SsT+Zt+5nmnNNxjNV+elOwAKjkRp7aQ1zuBzUOzJ6VOBk04RnrVWSIUmyFYz6U4DmpGB6dKQAqemcUw6nn1FHNFcR9IFO7U3pS5pgApaSloELkUnek70UALS5pKUUxC0tJS0CFopB1paBMKWiimIWlFJSj3oEI7LGjO33VGTWHC5uGmlc4LPnH4Vo6pJssHA6uQtZdu222wOSW/CssVpRfme3lVPRzHmMsPlzj1qhcRMHJPOe9bGR5ZUZ3Hof61n3roIyMcnoK8g9lmcgDSkU116+5qxbLvKtjgnNK8JITjqST9KSQkhIoyiggZ3dKZPKxIjZicelWy4VAE7d6pXO1JNqnJbBJpjHW0eSM9zg1NIu0n3JNEPysue/NOuGBlwOijFdeChzVL9iJaIixzRRRXs2MgopaSmAUUUGgAooooAKKKKAFoNJRQAUUUUAFFFFABQeKKDSABQw4oHWlbtR0A9E8Kaib7R1jkOZbY+WT6j+E/lx+FbvSuC8E3Bj1eWDPE0J491Of8a77FUj4bNqCo4mSWz1+//giYFJTqKZ5YmKVWZPunFFIOaLFKTWqAkk5J5NAFHWlxQhNgKeBSAVIBxQSN7Uv5UuPSigLiU4Y70p24Hr3pOCPT8KkpaMDn1yKUMRTpVWF1DyRpuHG49ajYEEg9QcVnCrCbajJNo66uExFCKnUi0pbN9fQ4O32iVN4BU8EHpU1/aJb+U8Z+SUFgPTmqwQt90Zz6Vcnt737DGZbaURxZAkKHAB9657o+rozhLCypuF5J3T7d0yhijHFLjFFM84SloooAKKSloAUUtJS0xBS0UUCFoFApaYmFKKSlFAhQKEdWYqpBYdR3oFMkt0dgxyGHcGgFbqZ+tviOGPPUlsVVULHF9FHP8zTtVkM2oCPOdoC/jTZFCAl+cdq5cdK0Yx+Z9Ll8OWkhJJCcAHnHP+FZd0+Zs5+laezbC0snLHpisqVSdwI+mK807i1ZjKgAYwMVbvECW6gD5s4pLGHbbiXsafOxMZZhn0wKAWxlSPg4A9aLeEu3nPnYoxn3qUW6g5mPB/hHUmlndm2rgKoHyqKBDGJMm7p6e1FFFexgqXJDmfUyk9bBR2opa7SQ7UdqKSgAooooAKKWigBKKKKACiiigAopaSgAooooAUCmn71P7UwdaTAUdaVu31pKdjK01qBf0G4FrrtlKTgeaFP0PH9a9U6YrxxWKOrgkFSCCPavYFbfGrj+IA/nTR8rxDT9+M/VC0d6KO1M+cCkFKKKACl9qKWmAq09Rk01Rmn4460hARx0qCaRouduRVkDI96CA3D9KRSsVobhXPIxVnYDj5utMEKBsgVIPakPRsceUCna6g5AYZxURYlyfX0qQjHGDmm7frUxhGLcktWbVMRWnBQlJuK2V3ZHD6cu6/tl9ZF/nXv2txougXG/bjy8HIzXzzBM0EySocOjBh9RXX3PxF1vUYHtpo7dkkXaVSMg/wA68rE0pTacT7nK8VSoxtN9b7XOQkx5j4AALHAH1qOnMGB5zmmV1R2PGm7zbFoopKokWigUtAgpaBRTAWijmlxQIKWilpkhRRRQIXNKKQUy4k8q2lf0UkUFRV5JGAG8/UmcnguT+FSy5lkIPTP51Ut22Sg+gP8AKrqLuhJB6DJNcOYaVEvI+uoJKNhlw3yqg7rkmqLJgsetWIgZnzkkEECpJ4CmzIwCOvrXCjQdDI32WKDj1OBU9zhIh8pA9arxSCLDHFRXlw8zLuOFBwBTAIYQSWYY9zTbpACGyOmBVy6ljhRQDnjkCsx3aRtzV1YbDOo+aWxMpJDe1FFFeykYhS0lFMBaSiigAooooAKWkooAKKKKACiiigAooooAKUUnalFAAelN/iNO6tTR940mAvenjpTO9PFVEQ0jnFer6TJ52j2T/wB6BPftXlJ616Z4Wff4ctMD7oZfyY0Hg8QRvRjLs/0NbFLS4pD0pnyAgoxS0UAJSigUtACinjpSAe1OH05oYhynj1o65Iox65pQBxikUuwgBIoAIb1p49c49qAdo9yaRTsN6dSTWto9pb3kxS5DZAyuDissEFgDzVm2umtrlZE7dj3rmxkKlSlKNJ2lbR+Z2YCpSp1ozqq8b6o8uHLV6h8MNEhu4Li8nhRm3hY2Ycgd8V5dnDV1Gi+N9V0O3WC3ETRL0Urj9RXDjYVKlPkgr9+mh9Rl1WnSq89R2009To/if4eh0/yL+CJULv5cm0dT2rzY1p6xr+pa5P5l/dSS/wB1CcKv0FZYODV4WlKlTUZPYyxtaFaq5xX/AAfMM0UlArpOQWgUUCgQopaSlpgLSiiq9xcCLrQ3YEnJ2RZpaq29wJR1q1zQncmUXF2YUtAopki9qp6o23T5P9rC/rVwdKztbOLaJfV/6VUFdo3wsearFeZjRf61frU1wXS38sHGetQxNtmQ+jCrs7I8uB06iuHMV+8XofUw2GWI8poSfxq5qE8ZgSNRlgeD7VQi3nlRkhs07/WSKCe/NeetDQiy24EdSepqJ8K/PJBzVidPJkO76gVUZixJPeuvC4f2ru9kRKVgd2kYsxyTTaKK9lJJWRkFGKKWmAlFFFABS9qKKAEopaTFABRS4ooAKSlxRigBKKXFFACUUYpcUAFFLimnpRsAq9TTR9405elMXqaT6AOp4pgpwqoiA9a9D8Fvu0DbuzsmcY9Oh/rXnhruvAjg6bdx45WYHP1X/wCtT6nj55G+Eb7Nf1+J1nQ4pue3aqF1DdXF9CobbbL8zFThi3p9Kv8AGeelZU6kpyatZL8T5fEYenRpwkppykrtLp2EoopRWpwgBSgUClxz14oActSBeRnFNUY61KQSuRSZSQbc5Gf0pNu0ZxwelOzgbTwPpS7cjnoKRbjfYTBJHvTSCD0zipRnHFKvGc5zSuUoJkL/ADLgKRSIW6MM+lWAARRtxk5+go5h+zd9GeXUUUVyn0IUoptOHSgTFpKWigAoFHaloEKKXHvTo08x1TIG44yegrpp/DVtBoj37ysPLQg4P3nP3f1rnrYqnRlGM3rJ2R2YfA1cRCVSG0dzmKoahEXjNdZ4d8L3niOScWzxxJCAXklOAM9B/OqGtaQdLv3s3mimZBy0ecfrXQ1dNERoVYRVa3u9zl9OZkfac1tqeKrpaqjZAp0snlLUwXKtTKrJVJXRPkUoINY76gQ2BVq2uDIRTU03YmVCSV2aFZOuE7IB2JJ/lWqOax9c/wBZB/un+dbU/iNMEv38f66GWoO4Y65q052hUIw/eq0Z2yo3owNSzv5k4YdzXDmPxxPpqZc0+RYd4fGCOKbGga5GCNiglvzqNIWe1c9GRxipGH2aBhnLMOa880Kt3L50paq+KcetGK+gw9PlpJGEndjKMU7FJWtiRMUYpaKLAJRS0UWATFFLRRYAooop2AKKMUuKLAJRS0UWASilpMUWAKKKKAFFMbinimSdKUtgFHQUxep+tOB4zTV6H61L6DHDrTqbTqpAKeldn4EceTfx853I2fwIrjcV1vgSQCa+jwclEbP0JH9abPLzdXwk/l+aO0ooooPhRwXc2AMmpPJkVdxjO31HIpsbbZUbsDzU2njb9rgYdAcVwYnFSo1oU7XUr6n0GV5RSx2FrVXO04JNLutSDp2p2ARwKaD6mnLwa7rnz9iaP3qQev8AKmpgdDkVIF+bcGOPSpZtFOwhO5T/ACxQq5UjpTzzwR09KAVBPH6UrlqOtxigg9O9SAZIzRu596d8px1BpNlRikIOfb2pcZGNvNPWNm7Vq3VhHbWUE2cM3BHrWM6sYtRfXY6qWHnUjKS2jueJUYopKg9MKeOlMpw6UxMWiiigQUtJRQA4HHFaE2r30+mpYySgwKwbGOSR0yfas/NA5qJU4Tacle2qNYVqkIuMXZPfzNm08RX9laG1tmjigJ3Mqpjcfc9TWdNO88zyu2WY5NQj3p3ArW46mJqzgqcpNxWy6BUE8XmA1esbZr/UbezjOHmcIvGeTRqFnNpmozWNyAJomwcHIrNzg5cl9dzOMJpc6Whif2eC2TVuC28vtVoYNLiqUEhSrSkrMBwtY+uf62D/AHT/ADrZ7Vja2QZoR3Cn+da0/iNsB/GXz/Iyx94VZWLcw9T0qCP72a0baEtc/wCyBnNeZj5qdSy6H09NWQsv+jR5z8rAGqFzPmFUHc5Jq7MUe4Kt8yqOB61lzSK0jKMYXqfU1xotjl5APtS0AYVeOCOKK+mpSUqaaOZjaKKKoQlLRSUgFpKWigAopM0tABRRRQAUUUUAFFFFABRRRQAUlLSUALTZBlTTqikf5sUptJajFT7tC9KFGEoXpULoAtOpKWrQDx0rqPAv/H/ef9cV/wDQq5YdK6nwL/x/3n/XFf8A0KqZ52a/7pP+uqO4oHWko3Uj4IXvUwkk2bdxwO1RHqKdik4p7lRqTj8LtcACTT1B7Ug9DT06YxSEkTqPlzjmnrweaYnIAB/DFSLgnAbOevFSzoihd31o2nNW4LVnOetXV0maUbUQkgZqHJR3OqFCc9kYM0wiOMEn0p9vOHBJUgin6javaSlJFIbPIqmHwCB0PWtE4uOhyz54TafQ0hLgEjrQ91NLEkTsWVckDPSqMb469aspg4OazcV1NY1ZNWTPKzSU6krA9oSnDpSUuKYMKWgdaKBDgCKs29hcXSs0cbFE+82OBWj4W0u21bW4re9mMVuPmfBwWx/CD2z613vifxNoOkab/ZGk2sMrqMYj4SP6nqTQnqroid+V8rVzyloyrbWGCKTFPllaaVpHOWY5NNpjV7agKdSCloEwhvbrTbpbuzlMU6Z2uBkjIxxVETTTTtJK7O7HLMxySavFQw5pqwqDUOmubm6msavu8pJGM4GCx9BVmWznt1VpYmVW6ZFdx4T0LTofLvZpFuJsbkz9xfp7+5rpJPC9nqMjzyyMYTyUUcH8a4amYKNTkirrqfQYfIeag51pcsmtOq+Z49gYqnf2ySQJK8YbaxH6CtnVWgbVLn7NEIoQ5VEHYDis29uUhslUjLbyQPwFdVeT9lzLQ8nBw5MVyXva5htDI7thApboPQVbt5BHbFict0zUFzdOqFQB5jDn2FV8sLUDv1NeUtT6QimmIJZThn4H0qtJCI3WPqcZapIvmuFLE4Xmn3WS3mY5b+VMnce+ZIlbgBeAKhq40Yhs0DH5mGcfWqdezl9RypuL6Gc1qIaKDRXezMKKKKQBRSUUAFAopaACiiigAooooAKSlooAKKKKACikpaYBVU8y1ZNV05Y1jV1aQyY8JQOlI/QClp9QCnUlLVoBwPFdT4FP+n3n/XFf/Qq5XtXS+B3YarOo6NASfwYf41R5+Zq+En6HbyyYpsZkkVmRGZVGWIHQUSpmtDTtaudPsmtFijeJmJJYc4PUVhWlOKvBXZ8XQjTk7TdkVEbNTAEVFGhxnHHati70DU7G0Fzc2+2E4+bcD16d6tzirJvcyVGc7uCuluZo609Qc8UwCpUyPeqZkvMmjHatC1hDMOKpI2MZrTs3GQazZ3UErpG9p9mrbeK6Dy41Y4wBtxWNYzAKOauS3ClOtcdWLk7H0eHlGEDmPEkIa6kccj1rlScOTjj0rrNVdWDVzMkRDnPTNdVJWikeBmGtRyQ2Jst0H41eRMLuYYHTJ9aqwLsmDEZGehqTUdIW+hVZJ5AyncGDdPwrHEV/ZyjHv5nfk2CwuI5pYqo4Jdlf5+h5hRmiig2EpaKKAFpaSloEOSR4ySjFSRgkHFGc0nFLTEFAoxS0AFLSUucCgkXpQHFQSSYHFQCUlqTkXGm2btlqM1q0aedL5AcM0atgMPSutu/iFNJpz2lnb+RldoYnJFcDEWIzUorOdCnNqTR108xxFGDpxlp99vQezFmyTkmq01qZ7hHb/VRKWYVYFSu4TSr04+YKMHH1FGJV6TMsDO2IizmSvmM0zfxc81XabZG2eWbhRU8xK2+PTANVbdfOugTnanJryEfVNkKKyts/jY+lW74eW0anGepHtT4FBvg55wc1BeKZL52ycKKoSJnkNy0aDtVUjDEHqK1NPiRI2mI56CsyQ5kb6mvSy1+9IipsNooor1TIKKKMUgEpaKKACik70tABRRRQAUUUUAFFFFABRRRQAUUUUwGOeDUUYNPkPFJGOawbvMY48uPanDmmjkk04VcQA0ClNFUIXtXSeBv+QzN/17n/ANCFc2eldJ4H/wCQxN/17n/0IU2cOZf7rP0O+IzTdgzUjKV4PXGaTBoPgNUWbOMT3UMIH35FUfia9D8cXUceiRwIwJaQDAweAK81GeO1OOSeSa56tD2lSMr7Hfhsb7GjOklrLqOGM1KoU5IqEZHepFU1ucUWTjb+HtVmGQKR1qooGOtSAMBkNmoZtCTWptQ3uzjNTSah8vJrERz1pSxYEEmoaR3RxEraFi4uBLnmqbD1GKU/KOhb3ppDEZ/lTSOec5SeohQVMJGCYySKgYHpnNG8qMEEmplCMtJK4QqODdtDy/FGKWkrI9kKUUlKKAFpQOaTNOFMQ5UdnCKCWY4AHerE+m3tr/r7SeIerRkD86WwvG0+8juY443ZDkCQZFdxafE10jEdzp0e3GD5Z6/ga5cRUrQa9nDmXqd2Go4apF+0nyy9NDz7b+NJg122p+L9DvBkeHLaWQ9WcBP/AEHmuUvbqC5fMFjDaj0iZjn8yaqjWqT+ODj80RiMPSpfBUUvkyril8skVasbNrqXao4rq7Lw6Sgyv6VpOrGG5zU6Uqj904OSBieaEgr0OfwwChOz9K5m/wBJktWPBxUwqwm9C6lOpTWpkqmKkFBGDQOa3RyN3HdqbMSbSdB/ElOFSRqrSIr/AHScH6HilOPNFo1oS5KsZeZzZhL27jqd3FVIo2jIDcEnmtO7HkCRQeVLDj1qityGtUyP3g4DHuK8TyPst9Rkk3lNkdFqazike2luZgAGOefSqY+eQFhn0B71oXD/ALkK0hcn+EDCigRClwVtcepNU+9WMr5TA8YqsK9TLl8TM6nQWiiivTMgooooAKKKKACiiigAooooAKKBRQAUUUUAFFFFABQehopD0NAEMhpydCaY/UU9fuGsFrIYq9KetMHQU+tYgFKOtNNKOtMQrV1HgVAdTuXz92Dp65Yf4Vy7dK6rwJ/x/wB5/wBcV/8AQqfU8/NHbCT9P1O7FFJmlpnwItSRoXcKOp4qMVPbSiGUOwyBUyvZ2LpqLklJ2RdXSpMZZh+FVmQI5Uc1oNqkbQkIpzisxpSzHGMZ9K4cLLESu6yt2PSxiwtNRVB37ky4xTxwOMcVWBOM5NWRnZnNdbVjihK+w8KdgIHHTNBDHvUYJ28twOaUOSODxSsXzLYcA2eaNvuKXcMZzzVOe5aMkAfWktRtpblpk5zUbZ3AYxVNLty2Oo9KuRtuxxj3p2J5lLRHmFJS5pK5j3g70opKUUwCnA80lAoESd+acEZzhVJPsKZ1NTQ3RgyqgMp6g00b4WFGdWMa0nGPVpXsRsCrFWUhh2JpAMmrlzd281uoWNjL03N/CPaoraPzLhF9TQ7IrG0qVKs4Upc0ejO18J6T5iK5Xk9a9Is9HAQfLWD4TgVYkGK9Cto1CDivAxNVymz18LRjGCMWbSlCH5a4nxBpYG75a9VlQbDXE+IkXDVNGbjI0r004njeo24hmIAxVEVs65jzjjrmsevoKbvFHzFVWm0KKWkpy8sBV3Jim3ZGJqJP2mYnA3PnHrkVlSN823HyqK39Ziz57LjbGEA56nvXPuhFwvYEbua8OTXM2j7KnCUYKMt0W7GINchnUYUZOegpLy482Usq4XOB71Gs2ZNinjpTCfORhj7pqb6lkbktwDgDrSUEYOPSivbwEOWnfuZTeoUUUV3GYUUlLSAKKKKACiiigApKWigAopKWgAooozQAUUUUAFI33aU0jfcoewFd+tSj7pqJvvCpV6Vzw3YxQOKcKQdKB1rZAL3oFJ/EadTQhGPArr/AiDzb58fMFRc+2T/hXIN2ruvAkeLC8k4w0oHvwv8A9en1PLziXLhJ/L8zqaeKMc0ooPhRwyRSgUiketPGM4FALUApBqREJ5IzSDk1PH0NQ2axjcQICRxjtitmXw/cx6et0vzKRkgdRWSDg5HXNdhHrKHw2wYgSgbCPWuLFVasOV01fXU9bLqFCopqq7NLQ4/bjjmgJt7Z9qfuy5yTzzQeOhrruefyoawOOBVWW2Jzk/hV4e5pSAaVynBNGalkRknJ9hViydpIN3kSRndjbIOT71aAwPT3pyruOCTiplK2p3YVUfZuk4XlJq0r7d9Dx1Jgxxmpg2RVNI2DVaUcVzpnozilsOzThTRTgB7VRmLmjNIaAKYC9KWm9TUqIzyKi/eY4FA4wcmordiAjvVmyZVuUPvSXFo0A3DDp0LDsahjbawNDXQ0xGHqYebhVi4yXRnsfhi5URJz6V3ttdKVHzCvE9C1jylUFq7O118bR89eHXoyU7nq4bEx5Ud1c3irGfmFcD4k1FQj/MKde+IAIz89cBrmstcuUVqvDYeUpXYsVioxiZOo3Hn3LNnIqnQTk0V7aVtDwG7u7FzxUiKzyIqjJJwKjrZ8P2PnXJncZSPn8airNQg5PY2w1KVSrGMN7nNXkBTX1gblEJytUdeCC5RVADbeT6Cui1aMR+J2l25WRP1rm9cXF7v7MlfO+05p3Pt3T5IWe5UsoVdmLcBRkmmFlWVigOw+tPUlA6HpjNM3AhXwMVuc5HIrrJ8/UjNNqSaQyzFj1wKjNfSYdWpRXkc73CkzS0VqIKKKSgBaKKKACiiigAozRSUAFApRRQAUUUUAFFFFABSN9ylpG+6aHsBWY/PUimoz981Itc0dxjwaKMUtbIA96dSClAxVpCBVZ2CgEsTwAMk16d4a0+TTtFiimUpM5Mjqeoz0H5AVi+BEQwXrlFLK6YJHI4PSuy7VJ8pneOcpPDpaJiUtJRVHzYoqQetR96XNDGiVTzxVlBjkmqy4zmrC4XGRUSNafcsG2kEaylTsJ4NNy+zbzj0rVsXFzpskTc7eRVBY1Lsm7B7e9c0avvSUuh6bw11F0/tfmQgZ6GlGelOeJ422suPSmcc8VqmnqjllTlCTjJWaFxzwfwpec00NmnqrOPlBJ9uab0CEXPRCgkjvSjII5p7xNGBuHXmoznd04qU1JaG8oSpStJWaPJNoooorE9QB1r0Cy021k+E95eSQRmeKbdHIVG4ZbHBrz8da34/FV6nhaXw+Y4TbOysH24dcHOPesK8JSUeXujWm4q/N2ZhnrRSZyaWugwCpYn2To/owNRjmkoLp1HTmpLdG5OnmWlwgGflz+VYw4Oale6uJECNK20DGAcVCDkVU5c0rnr55mcMxrqtCNtEmWYLhojlTg1pRavKi4yaxRTgTUOKe54V2tmalxqssq7dxrPZixyTTM0tUkktBO73FozSUuKYiRELsFUZJOAK7W2sxp2mIh4dhlqxfC+nrPe/apv8AUw8/U1q6xqHmlkTgV5OY1tPZo+kyLCNt1n8jntXAmYMp+dTwa5jWkMgjbv0rppl39axtTjAjUnkg8DNeXS+I+irL3TJEAeMuzBQBgk1TBEa7cZx0q/cTxpB5ePmxk81mEljk17OCw3tJcz2R5c5AOKSlNJXumIUUlLSAQ0UGigBaKKKACiiigAooooAKSlooAKKKKACiiimAUjfdNLSMPlNJ7AVj981IlRH75qVRXNDcY+lBpKK2QDxS9qaKd2rRbCO48EHGl3OAOZh/6CK6nea5rwUgGiuwHJnbJ+gFdGKg+CzR3xc/Udu9qA3rSUY5pnnj99ODYxkVHS5oEShufSpfMwOOe1QLwamVeckYx60DV+hdt7x4oyqErnik89SwJ4bOc1XzzwacWAOeaz5Ve50xqy5bN7FyW7WYIGzkcZFRhx2xmq4fI9KO2TmkoJKyNJ15VJc03dlncM9OatW1wsSMGGc+hrMB+bJyKi1F7o6dKtk22bGc9SR6VnVinGzV0d2VuTxCVOSi3om+7NaSfzAORgdKg35Hr71Ti88Rqs23IUfMPWpFXb0FOMFFWjsZYirUlVk6jvK+p5dSdaXNGayPSF6VasrC5vnZLW3lnZRkiNc4FVeK6vwV4ki8NahLLcWkkscoAJTquPY9axxE6kKblTjzS7HRQoqrNJ3S6swrnSr6zwLmzniJGRvjIzVOvWtd+KljcaTJDp1rM07jb/pCgKo9eDzXkzEkk8c1lg61arFurDlDE0qdNpU5XEooorsOUKWkpaBDhTs02nIpd1T+8QBRccVeVjRvdLazsLe4eVS0w3BAOgrPFb/ieVftFtaqQfJiAOPpWB0rHDzlKF5dbnbmdKlRr+zpbJL77aiinxRtJIsaDLMcAUzoa6XwtpplmN26/Kn3frV1qqpQc2cuGw8sRVVOPU044f7O0xIF+8RlvrWDPJlzzzmul1FGYk1zE8ZExwO9fMzqOrJyfU+/o0VQpqEehFNKkMLSSNtRRkmuNu9Se4unl6KRhF9BmrOu6r9pkNvC37lDyR/G3+FYyqScmvdwWAtTbn8UvwRw4nEcz5Y7IeSzHLHmkpelJXr06cacVGJxt3CkooqxAKWkopALRRRQAUlFFABS0lLQAlFFLQAlLSUuaACkpaSgBaKKKYBQaKKANXTvDn9o2QuRc7GLEbSmRwfXNaUfge4dcrew57fu2q94ZI/siPP99v511VqBgAV8ziMdWpVpRi9Ez1qOFpzgm0cRH4B1OT/l4tR9S3+FPPw71vcdrWbDsfOIz+lem26DaOKtACsP7XxC7fca/UKTPJ/+Fd69/wBOf/f7/wCtVdvBGso2HFuvPeX/AOtXr5bHSsu+5YN36V35fmFavV5Z2seNniWCw3tKW91uYWhaY2k6ats7I0m9mZkzg5+vtitGg0V7h+a1qsqs3UluwpaSloMhaWkpRQIcoJqYDAz/AFqJetTAZAoZURwIAPFCZz7UhjYcU9VwOeaktJ31H7T6fpRg98ChV3Zyfyp2Me9SzZK4n3exOaVVOw4zz3owfSngMF6UmWkIIj1JpdmOaQMe/FKeR1palK1tDyjFLRRWB7IoJByDUgnkznec1FTgfag0p1p0/gk16OwrOzsWY5JpKM0UGTbbuxc0UlLQIWgUlLTAdSip7G0a+vIbVHRGlYIGc4AzXS6n4In02Jv3/nSgfwphT/WmdVDA18RFypq6RymSTySaBQQVJBGCOMUUHHK99SSKNppljUZLHFenaZZrZ6dHEOuOfrXF+FbQXGph2GQnIr0EnAxjmvGzSttTR9Rw/hVZ136IzbyIsK4nxUktlpU1wpILssYI7Z6/pXfzkHHFZ2q6VFq+lXFjKxjEq/K4GdpByD+YrzMNUjCqnPa59JXg5QajueGbdx56VJmrGo6fcaXfy2d0u2WM4OOjDsR7Gqtfb02muZdT51pp2YtFFFUISloNFIANJSmkoAKWkooAKKUUUAJS0UlAC0UUUAJQKWigAoopO9AC0UUUwCiiigDt/DKf8SRG/wBt/wCddRp6ksM1zPhTnSUB6b2/nXXWKjORXxmOf7+fqz38Mv3cfQ1oVwKshcCoYRnFWNuFrisdSK0n3jWZe/w/U1pv1JrKuyMqPrXrZQv3/wAj5bix/wCxW80VulFFFfUH5kLSgUlKKBC4FOAptSpyRTSAkjj6Y5zUwi4qW3XnJAqeQKgJOM02jWEVa7KRyuPlOT3p4U9zzTmZSvqaB09KzkaxS6C9qU5IzTcE/hTw20VBon3EA289/Y0oPB7fWmlvT9aUNuPXNA0wPfvxSA5FOBwaM89BikNJ7nlFFFFYHshSikpRQAZpaSloEFFFFMQtLSUooAkQlWDKxDA5BHY1qaj4h1TVnzd3jsoGAinao/AVkDFLmmXGtUgnGMmkx1FIDmlxTMWdp4Lt8RyzHvxXVSCsnw1b+TpMfHLc1rsCa+Yx0uatI+/ymn7PDQXcqyLnHtS9U5NPkXnFV9+AR2rgsemeefEq2RLvT7pcb5I3RuOu0gj+dcLXf/EtgV0sDH/LQ+/8NcCK+yyxt4aF/P8AM8HGW9tK39aBRRRXecoHpR2opKADNLSUtACUUUCgApc0UlAC0lFFAC0hozS0AFFFFABR3oooAKKKKYBRRRQB2vhon+xo9p58x8/nXa6YvyAmuU8EwCTRXY9fPb+QrtLNQoAr4zHfx5+p7+F/hp+RqRIBipHGEpYV+UUk5wuK4zpKMucHmsq6+8K1JjWVc/6wfSvYydXrN+R8lxdK2FivMhooor6U/NwpwptOFAh4p6Ha3NMBqRcCga3L8LfKMYPFE0gPBxxUMRbjA6nj3ouUZZNrHpVKRrL4dCISYbjFWgN3JGeOhqqikNjj8a1LWFpAMVlUkkbYWlKo+VECjjGD70jKSM5/CthbP5elVrm1284rBVE2epUy2pCF2jN2qDTgB0B+tI2MkYPFOU4U5H0rU89JXsJgZ60vShVzknrQRjt+NIaPKaSlpKwPXCiijvQMWiiigQtFFFAC0tJS0xC1FKxUZqWmum5cUMFvqVop8vitCAeZIi+pAqgLfD5FbOjQmXUoExn5s1N7JtmvKpSSj1PTbCPybGFMdFFW1GRmoFAVQPSrEXKc18rUlzSbP0KhHkpxj5FOZiLtF/vA1G9luBYvx6VHqJdLmCRTgo/I9QauSZMS+tZSRsmeU/EVh/alnHnlICT9C3H8q42ut+IrE+JVjIGEtkwfXJJrkq+zy9Ww8PQ8HFO9aQdaKQUtdZzidqXNJ2ooAKKKKAFpBS0ZoAKSlpDQAUGlpKACilooATFLRRQAUUUUAFFFFMAooooA9E8BMraNOueVnOfxArs7UdK4LwK23Tbv/rsP/QRXf2IyBXxuYK2Il6nv4V/uompGMAc1FMeTzUi1BN1rhOkpzmsu6P74/StKY5rJlbdM31r3smjrJnxXGM/3cI+bGjNOoor6A/PxaUU2lFAEgIzQVaRCiyeXn+LrQMUq1MoqSszSjVdKopx3XcuK7KwcMCRwOOlKSX6nJPeoY+eB2qxFCZGCjknioS5I8t9jqnUliajlZJvsIifMOa6GwiGwcc1Vj0SdowwBrUsonhwrDBHrXNUqxlpFn0eT5fVp1U6sbJltYRtqneQgKfpWkM9zVa9GY81inZn1mMw8HRascncLtkIFRjOMk/rVq6Ueac1XxXbF3R+a1oWqNCAHpnGaXOO9H8XFIwycmmQtEeV0lLSVgeuJRS0UAFFFAoAWiiigBaUUlLTEKKWkpaCWOxW54Vj36upx0FYa1veEwf7VyOwrLEO1KT8jqwKviIJ90d6j5yPer0MZC5I49azFylxnH3uhrXhkL25BOMGvlOp+ibI5fxReLBqenQZw0kwUD1rXeUeUBiuG8QzfaviNpVuCf3ZLHNdrLhEyXBI7Zqpq1iYzTv5Hj/jxs+L7vk/cj/8AQBXN10Xjg58W3Z/2I/8A0AVz1fZ4T+BD0R4Nf+JL1YlLSUV0GQUUUUAL2pBS0lAC0UlFAC0lFLxQAlFLQaAEpRSUtABRRRQAUUUUwCiiigAoopKAO38DsGsbtB94TKT9Cv8A9avQbA/IK898BDMN/wD76fyNehWXAxXx+ZL/AGmX9dD3cH/BRqKcDNVpW5NTdFqCToTXns6inN1rKYfvGPvWnK2Nx9KzetfSZNH93KR+fcX1L1oQ7IKKXBxnBx0zSV7R8bYWlHWgUo60EgKeByPSminA0ASoMHrWnp08cU4LEc+tZanBziplPORWdSPMrHXhazpTU10PSLR45YQUwabdRqPm6GuP0zWJLQbWYkVsHVftGO1eGsHUp1nJPQ/RMHm+HrQTbs+xogisvVdSS2dImjdi/AKip1ucDrVW6uFIycZrsSdztxONpKi2zJvSu8c4ycVW755/GnvtbUY7iXlEBIXHepLm7SVQFU8dzXVdxcYpX7vsfB1KdGpCdaU0pX0j1ZASck5xTDIBySKjlcjJHJ9KoPMScdK1SPNlPlOApKdSVzntCUUUUAFLRRQAUtGKKBB3pR1pKWmAopaTvSiglirXReEmUak6nqV4rnhW54VdV1lN3QjFZYhXpS9DpwTtiIPzR6I0Ja0Z+68irtkm+2f1xSQgNZycdjUGlXIMTIetfKLofoh5TrM7ad8XLZpSPLZ4xk9geK9surS3h05z5ceMd1GfzrxD4rxbPFFrOvDND1HUEGu3s/FyXvw6ivJplMtvH5UoJ+bcOM4967eS8Uzgc+WbTPLfGM4uPFmoMMYVwgx7KBWHipbt3lvJpZG3O7lifXJqKvq6CUaUUuiR5k3eTYUCkpa1JCk70tFABSUtFABSUtFACYpcUUUAFHaig0AIKWkooAWiiigBO9LSUtMAopaQ0wENFBoqQO4+H5Aiv8/30/ka721ODmvOvAkhEl7HjjCNn8xXoNo3evkczVsRL5fke5g3elE2M5SoJPuGpVbK1XlI2mvO6nWUbg4jJrOJq7eNhcetUu1fW5XHloJ9z8u4mq8+Oa7JIe07NCkXAVM4x3NN/Gm0tegfPtt6sHkWJCzdKjS+hc8ODT5YhNEUJxms5NFVHLLITn1obZcI02nzuzOp0rT474M7SYUdh1qvdW7Wtw0R6A8H1FVbGa4sv9XJjt65qVpJJXLyMWJ9aSTvcUnT5Ukte4oINSDgcfjTQuGyR+ANOA5zj86GOmraj1JLZxge9XIZ9nSqWWPpTkDDqfwqGro3pVHTldGoL07elV5LlnOTkVXycDjmjJ5zUqCR01MVUmrNiF/m5Y89KDg89aci+a6qvVjgVYnsZ7cbpFwAcZB70nOKly31JjhqsoOqotx79ChINy+tUZEycjtWkZEFwLc7vMZS33eMfWo5I1GTgfgKcKkZXt0JxGFq0lGU1bmV15ruea0lKaSsT1AoxR3ooGFLSUtAgooooAWlpKKAFpRSClFMli960dGm8jVInPris8U+GTypkfPRgamceaLRdGfJNS7HsFlcZtmB6YrOsJCt6UB/iINJpDefboVOVdaSVRY6zErnCzqdv+8P/rV8nKLjLl7H6PSkp01NdThvitatHfWN3zghkPp6158pBHGR7V7H8U7RZfC8dwoO6KRWGPToa8cAr0aDTjY83Fq1S48nI55phX0NOA55pDg8Yrtp1p0/hZxvUbRRt9DSZ5Oa7YY9faQrC0lIWUd6Z9ojBwWx9a6o4mlLZisS0U1XVhlWB+hp1bKSewgoopOaYC0UUlIBaKSimAtJRS0gCikpaACkpaKYAKU0lLTQDT0ooPSgGpe4zsPAa7pdQPokf8zXe2h7VwfgFsS6iPVI/wCZrurU18jmv+8S+X5HtYL+EjYThKglOBUsXK1DceledDc6pOyMy7bLgelVh1qSdszGoq+3w0OSjGPkfj2ZVfa4uc+7YuaUUlOFbnALRRS4oJHCnLk01SM809DigLEiLzTxw2Cc1GOWwKkGFPQ8VLNoji+D0P4U9Rznmm557Yp3ocj86k0VwJOcnNOG7B4pgwGx/Wl+jH8KB3HwTSW8nmRttYdzzVr7XNdja37xs5C9MmqR4Oamtr1rKXzY1Uk8fNzXNiKblGXIvetp0/E9HL8W6M4qo7wvqnqmvQmmikhO10Kg9A3pUGBjqOaS5vXurgySHnoB2ApVbChiDg9DTpKSgvab9fUzryjUqydP4el+36HlxpppxptI7g60UUYoGFLRRQIKBRRQAtLSUtMTFpaSloEwpaKKZJ6B4OvS1iEYfdOAaueMmVNHi1BThrWZZM+3Q/oayPAts94tzGh5Xnb68V0Oo2yXXha+ikG4iNgQR7V87jKahXb7n3eVVfaYSN90Q+IgupeA7g7SQYSRn6ZBrwhR8or3LVdZsV+GVvdrIm17dYQF/v4xj68V4cOFqsMrXHi5XsxKaetPPSmEV1HExKae4p1FIRVdDUDRd8n8qvMtRMppAUzH6dacpdOhYfjU+2kKU1JrYBBO46k08XJ74/KmbaQrWirVFtJhYmFx7Cn+cMdKq7aRs1axdZdRWLYlVugNL5i+9UwzLSGVs4rRY6qFi75i+tG9P7wqiXaje3oar6/U7ILF7zE/vCl8xf7wqgJGB5FO800/r9TsgsXN6Z+8Pzp29f7w/OqIbmgk0/7Ql/KFi+CDS1ng08SEdCauOY94hYuGmVCs7etPEp9BWix1J73QrHY+AQW1S7XOB5AOP+BCvQLcYcj3rzfwVNs1CVlHJTB+lej2JMjZNfO5lONSs5R20PawOlJGxGMJVW4bk1cPyxis26fCs2fauTDQ56sY+YZhW9lhpzfRMzHOXJptJnNLmvuI6aH45N3ldhS5pOtLiggcDTsntTBTs0xCjipEPPtUWaerA0gW5NjJ4HFBbtkmlUk8CgrjgdT3pF20HIvHGafg4waYuRznkU7Y3Un9aRS22HICBk0E9eM0nTIpjzKj+W7EMRx70rF9LGroKJc67aQugZWkBYMM5Fa3j+C0sls/s8EUTuWLFEAz0rmrW8m029juYNvmxnK7hkVDr2u32vTwtdJGBEpCiMEZzXJUpVHXjNfCj0qFeksLKi/jb009Cn9riiTzZpQiLjJbpWzd65bXQtrZcK2MgAcciufMaSRiOWJXQkHDDvVg24lZWHBz1A6CqlQVWqpz2jt6vc3o4nD4fDez5XKb+JPRW6W63OExSU8000GglFFFABRRRQAUUUUALSikpe1MQtKKiZ9opiTgnGaV0HK2WaUCkVgadVEPQ7f4c3kVrqTI5w82VT3IGcV2mvXVta+H5Li42xgoQ2T1rxh7iazht7i3YpLHIXVh2IrV13xlBr/hF7G7jZNQRkkDAfLIc8/pXj4ynzVLn1eVVeSgrnMw64Y9C1DSJIy9vO4mhP8AzzfPX6EVjEYGafxTGNEY2RtKTk7jDSE9qcaYetUQJRRRQAU0rTqXsaAISuaQrU2KQigCHbSFc1NtoxSYEBXim7anKcUm3iiwFcr7Umyp9vFJtosBBspNtWNpxRtosBX20u3BqfbRtzRYCGjA9KlKc9qTbSAjwDTtoxT9tGMUARqnPNTxxZpncVMrbV4oA6XwioSa4bvgCvU9JsyloruOTzXn/gDTpLuV5Cv7vcCT9K9aEYjix2Ary8Q7zZ7WEX7spTHC4rHvmIXb61rXBrBvHzLj0rsymnz1ubseRxNX9lgnFfasivR1pKcK+qPzEk8mRYxIyEKehIptXZ9Vmns0tmVAigDOOTiqWaZMkr6C0UmaUUhCOeOKbDJ83NSdeKjCYbOKBpothuM1J1GTUaAlRxUm4454oDpqAz25NSAEgswB/pUZ64xk0Bm7ikyotLcdkbutNkiSUDI5U5HNCk44HFKc7844pDT6g6B27kVRu4ohA/nvsiOAWBIPWrobnIBp5SOVCsiBlI5DDOamV7WR35fVp0cTCrO9k7u2/wAr6Fc6SbCFCty88U6hkJOQKnihIUZqUys6IjH5UG1Fxwo9qXO3FZUozjBKbu/I6MxxSxeKlWV7Pa9r287HmppDSmkqDoExRRRQMTtRS0UAJS0UUAFLSUopiK9wpK1RUur8VrMgYYqBrYZzUSi2zanUSVmEDkgZq4pyKrJFtqylVExqWb0G3p/0OMe5rEY8k1s3pzbKPQmsZxXBX/iM+gwP8CJGSKiant0phrI6xhpp6049aQjvQA2iiigAooooAKKKKACg4o7ZooAMUhGaWigBu2l20tFADcU3bg1JijFAEeBQQDTivNKEoAj20pWpNtG2lYCLbTSMVYCjFRuOKLAV8nNdFofhLUNadWCGKAnl2Hb2qfwV4fGtap5kyZgg5IP8R9K9ttbOK2twFUDiuSvX5NEduGwynqynoWiW2haclrD2HLeprQmf5TzUW881HNJ8uK81tt3Z60UktChcvyeaxpTuctWjdyYVmrLJ7V9Hk9Hlpuo+p8DxZi+erGgumrG0tCjcQB1JxSumxyuQcdx0r2j4+ztcTNKCKYaMgUwsS9qBTFan5oJaHdadkDqKYDnpSkcUCHiQe4qVCDjnmqoGKljNAFpCdxyBTic8e9Q5LVNx2qWjVNtCcEY/WkyqL0JOadzu4GPxpdoI4/KkWl2GH5hkE4PXinBmPHH+FGDnOcCg8qM0DiHOevbrThjgdaaoDKP15pwyDtApFpHm5pDTs02sD1wpKKKQBRRS0AJRS0UAFLSUtMBwFLikFOoIYYFLSZpaYhl0M2w47msN+tb9wN1ieOQ/9KwZRhzXn1/jZ9FgH+4RC1RmpG6VGelYnaIaSimk9qAA47UlFApAFFLtpDwaYBRRSEZoAWikzRmgBaKM8UUAFFFFABRRRQAUUUUALzTqRelLQAVFJjFS06yt/teo29uejyAHHpUydkNK7seu+ANMFjokRK/vJRvY/WuvlYbNoFZ+mhbe0QAY4wKnMm415NV3dz3KUOVIazYHvVaRvWpm9aqyt1rFJs1k+VXMy+fovqapdqmum3TEelQ19phKXs6MYn5FmmI9vi5z8xMUUUV0nnihcoWLAY7dzTTTzwaTFCLck0rIQVIKaBThTM2xwqQY7mmClpkA2O1CkDqaa3FRlsGkUlcurKABgVIHHUZBNZ4kOetTCXI5zmkXdouhgy8dQKZvwDkkk0xH54p7DcucCkXzNoVWIGfWlJzjJPHapLXyxcKZsiMdcCr92lkbZponCvnCoO/1rGdVRmo2ep34fByq0ZVVNLl6N6maOcknpSjqCDj2oUEg4pCxA4wTVnNsec0lOPekNYnqoTFJilopDCilxRigBKKKKAClpKWmJi04U2loJFzRmiimA6UH7Cx7Bx/I1gzffNdBIf8AiWTDv5i/1rn5z+8NefiPjPoMB/BRATwc0wninGmN1FYncNJptOIzTe9JgFFFFFgFyfWkoopgFFFH4UAIR6UAUtFACAUtFFABRRRQAUUhpaACiigUAPHFFFFACE1u+B7M3niaNsZWFS5/lWC5AFej/DTTTDaT37jmc7Uz/dHesK8uWB0YaHNUR3JBSLAx71GsmGCg8ntS3k6W8TM5wB/Om2VrLFuuLg/vJOQMfcHpXls9paEs7bVNUZGwpY9hVidtzYrPvn2Q47murB0vaVlE8/NcSqGEnPy0M1zlyfWkzSUV9gfkknd3FzRmm0ooEkdTo/g241WzW5Fykat2IJqhrugTaFKiyypIH6Fa9F8MIY9GgXttFcj4+kLatEmeiV4WEx1ari5Um/dVz6jHZbh6OC9ql71l17nJClFN704V7x8oxw607PFNFKKCRGyaiYVYIFMKZoKTsVxkGrVukZKiSTaXJCD1qIoKljlEYB2AupJRj/DmoknbQ9LLpYRVr4pNxs9u9tPxH7jGxUkZHpTklPIJGOtVixLFicmnqe1M4ptcz5di4H9+KA4z1H1qNcEdOafwGA4HpSZpG9tQeQdm6+lOWThc9/Wrmn6XLfsW4WIdWqC8hhhu2jikDovQ5rNVYOTit0dE8JWhTVeStF7efy7Hm5pDSmm1keggpaSloGFFFFAgpKDRQMWlFNpwpiFopKWgQYpaTNFAhzjNpIPcGsCbhz9a6JV3wzL/ALGfyrn5x85+tcWJXvHvZa70mvMrnmozUhphrnPQEpCO9LRQAyilbtSUAFFFFABRQOlFABRR2ooAKKKKACiiigAxRRRQAUq9aQU/FABQOlFA6UDRNYWEmp6hDaRjl25PoO5r2fT4o9Ps4oIhtVFCqpFcv8NNAaeK51No9xY+TF79ziu1vVjtlkabMXlqWbd2FediZOTsj1MJBQjzFGPOpa9BaD5khHnSj+QrcvCdxA6etc34Gd7pLvV5PvXLnZn+4OBWxf3RwwBrmas7HYndXKjSZcmsy9l8yUKOgqaacRxk9WI61nlizEnqa9/KsM1epL5Hw/E+PjK2Gg9tWFISKQk4qCRite0z45K5Y60oqqkvODVhWyKExyi0atpr+p2Mey3u5FUdBnNVbu+uL+4M1zIZJCMZNV6cDjtURpQjLmSVzSeIqzjySk2u1wzSikpR14FaHMxwqRfpmmLTgcCgkecDjNIMY96Affmjq3HIoG+4oUEdRTSmB2/OnA8UY9KQyIgelC5B4p+CfpQsbO2EBJ64FJu25SV2SQI80ixLyzEACtK/tYbaBFXPm5wST196z4orsXkRQKsG35yRht3tTp2aSQ+YxLjjmuSNVVqvLCXw7o9udCnhML76UpTSs77d16j4rmWONohIQh6qGqBic+tIBzxz+FPYZHNdSST0PIlUlKNm9jgT0pppxpK5j2kJRRQKBi0UUUAJRRRQAUtJS0ALxS0CjvTJCilpKBE1uwVmB6FGH6Vz9wNrnmt6IhZUJ6ZrJ1GHy7hx2BrkxK2Z7OVS+KJnGo6lYc0wjjiuU9UbRRRmgBCM000+mnrQAlFFFABRRRQAUUUUAFFFFABRRRQAUUUUAOHSlpB0paAChuFzRQelJjW59E/D/To4PB1gcbFEQY57seTXMfEvVRcz2vhqwYNeXjATFeSkfv6ZqCT4labonhK2Wxn8++MIRbcD7jYxlvYGsX4a6fNqWpXfiC/Yyyu5Cu3c9zXFNct5M9Cm+Z8sT0Kw02LSNHitoRhUQLWJezb5ig4VeWP9K3tRuwF2A8gZOK5y9QxQ8/ec5apweH9vVXYyzbHLCYZtfF0KMr+Y/HQdKjHWkpelfWxSirI/LqlSVSTlJ6sXtUUiZqTNIabJTsVRGQc1Zj6UhpAaErFN3JxS9KiDVIDTM2h2acKZ3pc0ySQU6mjNPyMdDmgmwoPNOBOOOKjp2RjjOaAQ7dxwaUHI5NMAOCcinACgeoqnHTFOWa4to3e2CtLx8p7jvTVx6UZIIbPTuBWGIpe0pSguqO3AYiOHxEKs48yT1XkTXGjx3Pmxrrcizbct5YAwTziq2iWtxd2akhm2EqSeuAakhlFvO88SASFCo54qbRdZaF2M+WUn5lFeJRoY7D05SclKVtFov68rn0+KxOUYhRhTi0m7t66eWoskYVshSqqcbj0J9KhLEk4J9zVzUtSnun8uEwpaZDFTHlyf6VlRCcOxkK7T0Ar1MvlVnRvWi4tdG03+B4maYajRnH2M1NNX06eRxZpKU0lUboSiiikMKKKKYBRRRSAKUUUuKYmLRQKKYhaQfSiigQtR31v9rRXjH70cMvr71JmipnBTVmbUa0qMuaJgTQvGcOpU+9QEdq9A0S2t74SQXEaSY5G4Zq7J4L0qb/lmUPqpxXkYioqM+Vn1WChLE0lNHmGMd6TPtXodx8OoHGbe8dPQMAax7vwDqlvkxNFMPY4NZRxNN9TeWFqx6HK5ppGTWlcaFqdr/rbSQe45qgytGcOjKfcYrZTjLZmLpyjuhm00nSlJzSVZAUGiigApRjvSUYoAKKMUUAFFFFABSgZpKctACbTTlHFFL0oAKD0oqxZWUuo3sNpACZJW2j296ltJXZUY8zsW/DXhe58Tan5aKy2sf+tkx+le0RWtvothFZ2qBdo2gCptD0O38OaTDY2q75W6kDlmPU10Nno8cJ866w8vUKegrgleq/I9BShQjrucza6fPJIbm4XEY5A/vVR1G1eeQ4rtrsBgfSsOZEDnivUwcfZr3UcdXK55k+ao7I5caU2OSaik090HGT9a6xYlYdKr3NqApOK9FVZ31OHF8L0qUG4nIFSrYPB96SruoRBHBxVHNdUXdXPha9J0qjg+ghpuKeaCOKDK4CpBTAKeOKYmOFOHNMzSg0EslHWlB7f0poNL70ybC0vXtSDrzRQKw4En1pcevamgjNOPPekUl1EzngUoHB+amg+35U/I6DcfagqKEjRJJAsgJU9s4zWhHp1pFDITfRh2GSvGM+grOOM9MYpjxrJIHO5io4UHGfSvPxWD9rVjWc2uXotfzPXy/FunTlh1BPn010/HoPLk9cYzVu1mt41IlAJ91zVFZC8CM0bRE5yjEEj8qbmupxVWHVJ/IwUp4Gu9E5R9Gv8AJnHU3vTjTayO1CUUUUhhRRRQAYzViG1eb7uahU810WmBJAucVnVm4K5tQpqpKzMwaTORkCm/2ZcDqtd7bWkZUZAq2dNif+EV5ssxcd0etHKoyW55sdOuOPlqNrSZOq16WdJix90VQu9IjwcCiGaRbsyZ5RZXTPPCKK2tQ00RklBg5rHZcHFepTqKaujx6tKVKXKxKBRS1oZGpoU3lanHno3BrtTwa88tnMVzG4/hYV6Cj+ZHG47jNeNmtPaR9Vw5VupU/mWkqSo4+alxmvD2PqyCaCKQHcoPvisHUNBtp9x2DJ9q6Nxx7VWkXOatSa2JcE9zzm/8OIhYrEOO4rmruwkgcBVJycYr124gWTqBWBcaYj3aEqDg5rohiZJHPUwkJdDiU8P6jKAY4GbND+HdYjGTp8x/3RmvULaEIAB1rTiXHar+tSRj9RpniMtheQ/620nT6xmoCuDg8H0r39EB4PPtRLo2nXi/6RY28meuYxVxxnkZSwC6M8AwfSkxXtV14B8P3OSLMwse8Tla5+/+F6ctZaiQeyzLn9RWyxUGYSwdRbHmlFdFf+CNcsQW+zCeMfxRNn9KwJoJrd9k0TxsOzjFbKpGWzMJUpR3QyjmilU81ZmKOBTl6UlOA4oAXtXffC/TI7jU571xvaABVHoT3rirW3e4mWNELOxwAO5r1LRmh0CySxgVRJ1ncfxP359qPYyqrliZ1MdTwnvT67HoVu8Vu5fO6Vupz0+lTm739642HVd7Y3GtW2uy+Oa0WF5dDPA4hYute5qXMu4YFUlty7ZNTBt55q5CgxXo0oKET7FP2UbIpi229qhuYx5ZrUkUBaoXP+rNE9UZ1Jc8Hc43VRjkCsqtrVVDBvQViZ5ran8J+TZtG2JkLSgU0UtWeYLS5ptB4FMLClwKQSc1DIxqIMc1Ny1Avo+TUuRVFH5qwrU0ZyjYnzSjJbHeow1auj24luAzKCB61NWoqcXJmmHw8q9RU49SuLSXj5OvrSvZOozjNdTcxRoy59Kg8uKQYAwa8yOZRdj7GHCM3T5rnKEbWIIwfalViBgGtHUbXYcjisvkcc16cJqcbo+SxWFnhqrhLoKz9fWmFu3Iobk+9QtxnmqOdasl3DPJJFJkA+tVjMc9c0+N8/Si5Ti0cwaYa84oryvrXkfXrK/7/wCH/BPRqK85oo+teRX9mf3/AMP+CejUV5zRR9a8g/sz+/8Ah/wT0ardpfPbsP7teXUVLxCas0OOWuLup/h/wT3ey15cAFv1rWi12PHWvnKiuOdOnPoehTVWH2vw/wCCfTCazE38QqOfUY2XhhXzXRWCwkE7o3dSbVmz2/UrlWJwazbHRb/VllksrcyLGfnO4DH515FRXo0qqpqyR5lfAus7uX4f8E9MdGjkKMMMpwR6UleaUVr9b8jD+yv7/wCH/BPTe9d5pL+dpkT5yQMV87UVzYmarx5bWO/L6DwdX2id9Ldj6ajPIqXOOK+YK+ifDef+EX0j/ryh/wDQBXj18P7NJ3Po8NifbNq1rGuelQSdKnIyKhk4Fc52lKbpVALumq/IarwoDKTREbLUEeMVdUYNRQrxVhR8wGKpsgniXJ6VbUYHSoYUxU+ccVUUQxrHp2qGTk1IzZ71Xd+cUMBjNxiqdzZ212pWeCOUHsyg1aJzUWcVF2thuKZy994K0e5JKQtCx7xn+lc/deAZUyba6D+gdcV6JISD0qA4Oa2hXnHqYVMPTl0PJ7rw3qdmcvbF19U5rP8AKZHKupU+hGK9jdA3UA1Q1GxsmhDT20Ujk/LuWu/DVJ1ZqJ5WOVPC03Vk9Ecr4ZsVjDX7g5TiH3b1/CtzcTzTVwiqiqFRRhVHQUA19DRpKnGx8BjsW8TV5nt0LFs5Ey8101g5OK5SNtrqfeugspwMc8UVEetkFeNOrqdNEelXY5MCsiC5BABNWROoHWoU1azP0ZVIVVdMuyS1n3swVCM0yW8RAeeawtQ1IBT82fYVLfM7I8/MMdSw1J3epR1OcFtoJzWVT5JDK5Y96ZXTGNlY/LsXXdeq5i0ZooGao5RaDyKkSIv0qX7K2M4p2Icktyi4qHHNXZIttQbKlpmsZKw1OKnU01UxyafihCk7jwfetbSLsQuQeorHFPVtrBh2qasFOLizbC4h4eqqi6HZvJ9pAYEZx0pEjYNk8Cuci1OZPp61K2qytwAa8eWWXndH39Hi+iqSUlqaGpuCpwawWPOSM1NLdvJndgg9arEnNerRpunGx8VmmNji67qRQOecmoJMEHipGPOaYRn2rY81PUplW3HqBUiEjipHTFRcrnvSNvi0PFaKKK8A/QQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvo7w+pj8M6Ou4H/QLdunrEhxzmvnGvpDQz/wAU1pI/6h9r/wCiUrjxtuRHoZd/EfoXixxjv3qJ/wA6kxkVG3UivOPYKsoqKAc0+4PBpYVHFEdxNlyPpU68GoUGBUyntVdRFyIfKDTmIH0pqdB6UN0PFUQROwCc1C55znNPc8EGoe9S2XYM8ZqM0pB3e1I2B1qWJkLnJqBqmfrxUROKqKJew6Ndz4rF1G4827baconArTu7n7NaMw++3C1gbuOa+jyuhywdR9T4PiTGc9RUI7LcBS02l71658sOFTxXLxdOarilFD1HGcoO8XY1Y9WK9Qae2snHGayKKn2cTujmmKSspF6TU5XHHH41TZ2cksc03pSZqlFLY5auIq1vjdxaAaT8KWmYWFpV602lHWgVjVslViOK0ngUJ0FZFk+GHNbgBZMn61ojzqyaZiXceD0qlitW9UYNZh61MjooyvEQjik5pT0pKk2QUoPSg/Sjt0oGPBqe3gluJNsS7mquoJIAFejeDtJjdVZ1B454rDEVlSjzHZgcI8TU5b6HHyaPcxJudT09KzZEdDhlr27UdLt5bV8IAQPSvItcjWK8ZF7HtWOGxXtXZnbmGWxw0VKLMg8UhyB0pW4+tMPWu08dCkA8mmyzLDFtKMQcgbVzmgMaXnABJPue9ZVKamrM9LA14YaXtZa7rl2umu9meHUUUV4h9oFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9IeH1s/wDhFNJkS5vXnewtlMUqRiJMRqDgqNx/Emvm+voXw1/yLOlf9eUP/oArkxb91I78vp80277GwTgVH1yaeelMPQ15p7C2KkvPWnRAkg02TqKkh61XQTLKnHUVNGMnNR96ni6igGWU4ApsrgU4dqgmqyCORsc1FuycilfpTKzZYhbBprtxkUr9qjbrUg9iMnJpuATz2pe9Ryf6t/pXRQXNJJnNiJuFOUl0RkajcedcbFPyJwKpUrfeNNPSvsqcVCCSPyevVlVqOctx2TSikHWnxffFWYgAfSitKNV8kfKPyqCZV29B+VSnct09L3KpIAyTSbqaaUVRlbQdRxSUUALkUZptKKADNKDzSUCgRZgl2EVppeqF61jL1p1WnYwqU1J6l64uQ/eqfU0w9KVaTZUYKK0HjjrQcUnYUdqQxetHPShaSgZLFnzF+teveEItlmCeuK8gt/8AXx/7wr17wqT9nHPavOzB+4j38iXvyZu6lII7OQn0rw/Wr6V9UlVdPuZFVseYCAv1Fex+ICRp0vJ+7Xzlqt1cGcA3EpHmd3PrXlwqzhJ8rsfZ4PL6ONk41le3r/mdKllPOSUQlAcFj0qvPC9vLskXP49a6a0ObFBWBqXN7L/vGvVoYmdSs4PY+YzLJqOFwka8G+Zv5FLJ35Ax7UoOP60h700/dNd58wz/2Q==", "path": "030419.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.
030420
Women Tops & Tunics
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", "path": "030420.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.
030421
Women Tops & Tunics
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", "path": "030421.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.
030422
Women Tops & Tunics
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"path": "030422.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.
030423
Women Tops & Tunics
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", "path": "030423.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.
030424
Women Tops & Tunics
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"path": "030424.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.
030425
Women Tops & Tunics
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", "path": "030425.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.
030426
Women Tops & Tunics
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"path": "030426.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.
030427
Women Tops & Tunics
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", "path": "030427.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.
030428
Women Tops & Tunics
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", "path": "030428.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.
030429
Women Tops & Tunics
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", "path": "030429.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.
030430
Women Tops & Tunics
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J6etWhIo6EGt426mUt9BkqnFVJEJq3LcKB0zXM6z4mSxUhI9z0aN2Q4pmo6jHJwPeqUt7YxZD3MYPu1cFc+INS1OcpEkjZ42r0q9aeGr27G+4kSAsOcHJrRU11DmfRHRLqFtFOXimWSM8uqnke4q7dWsOqWolhZTJjKuDw1cjd+A9vzJqsqyddwFNsV1nQJNy3Md3b/xxkbfxHvWFSjZ3ix6y6EeraYwJBXDL1U1yGoW/U4wB79K9Sa7tNag4GJQOQfvL/iK4jxFYGDL4wM9R3qqNX3rMmpC8bnDTKVztYZ9Kpyo8+I4xlgOlaEyFnHy7iTjirNvZtAHIKq7Dlm/gFeg52Vzz1TbY3wppTS3+ZsCNOWyePqfauunvV1W6CqSunWg5OOuP6k1g2bNqW61s2MFhH/x8XLcb/wDPpRrGsRRxx2FghW2Tqe7H1J9a5pXnM3UVTiLql++oNM/G1Tjj0HQfhTLK3yzO2QuAM+2Oar2DI9iSe5YHNXZXFrpgd8/OM/nVyVlZEp31GafqDWmtR3eeFfd+Fe66FeR3empJGflPSvnZj8iseCxr1X4e6qwjFtI3y9VHpWVaGlzSErs9HpBS0YBrlNQFIaWjNADSeaX6UECikMTHel69KKM9qADBFJSnnrTeKAFNJ3oxiigAxg0UUn0oAMiiiigApKOR2pR0oAMcU2l60lAGgaKKDWhkFJQPrRQAUZoooAKKKKAD+VIaBS0AJRQaOlABRRSUDFpKPwopAJRmlpKBhntXm3xOuh9ihtgeZJCT9BXpB4GRXj3xLL/2nA7fcRHwD0zmrh8RMtjjby6jS32KeEGAPescRmGADH71+fpmrVvEZiZJM7Qdx96ckLTXG5zhQCxHp/hXclY55asypE+dF9+favX/AAHbrZaCb2U8BDJkjH0/SvI7kCW5UnaIgwCrnrXrupONI8GW9srYeZVznrg1z4qVopdy6MbyuYOna3dJPcTWoJnnZvmC5IG6rUniLWYnzuuN2ORg4qz4Ea3g064lk2+aZWx6kVZ1jxlplnuHlrIw+Xk4APpmiMVtY67+6m3YNN8Wag0224LlfRhjNdvaXomiVx0IrzD/AITTTJCPNtHUNxuWNgP1rq9MvFeKOa3k8yBuh9qxrQlHWxrSlCeiZ008vBNcje2iXl0fM+cZ4HauqmiJtPMzwRmsBEYzMQMnsKyjdM0VrGVc39hoa4bbu/uLgY+p7VQl8f2sZXyzFjGTyx/pTtK0OG+1m7vNYinCAlYlaM49N1ULrwXNc3rvEV8j7oAGc44yO/4V3xUEtTinOrzWiiwvxAt55lV3CKepzkV0WnTNqUJlEZER+4WGNw9celYVp8PIJLgSy4XBzgCu2ttNNnEqKxKgYrOrKFtDSm6l/fOfvtPKAOmVZejKcEVVGpQ3CG01RBIjceb0P410d5HmM5rktQtDiQgdjXNa50OKsc7rOivpOoo8Z821fmOQ/wAj71m6ghu5xCu6NHcbz6iu2hVdR8N+Q3LIpK+xFYzaWjWpfzN2wHO7gitaVRy0e6Od07bHO+IluNOSG1jcrbldyqnA/wDrmse1R7qMw7vn5ZSTXQeIleSyty/zeXGSCfTNYVmdkiupwRzXZT+E4qytI0LWJltGO7JVv51qazIlwtvax8McHr2AFZCzAzOMkJIpBHv2p+oS4voZAwIWJSMdqTXvCT90Zcsv2gxLz5fy123hG6aC9jTOCQCBnqa87gYC+35LKW3En0rqtLujFqlpIB0cfrU1FfQqmz3y2fzLdDznHIqbmqenSCS0SRehFXa897nShKQ0vrSUDCkxRSUhjupo7UlLk5oAQmjvRxig80wDrSUHjtRzSAPWk796U0maAFNJzR0ozzQAGkPFKelIKACkpc4pMUAaHNFJRWhkLSZoooAKKM8UdaAE5ooopAApe9FIaYB1pKKU5pAFFFHFAxPek7UveigBKM0tJQAHpXknxLtmma2bOA8hU+y9zXrEh2oxPpXnPjzaVtA2MKScHvVw+IHseZ3x+y24hiO0kZPr7CsyOQo/lE4yAWPtitTUAGSWUjJPANYN4+AsykDegU/UV3xWhyydiN5PtWpwRp91XAA/GvU/Gsjk2FuGyBGM46cCvJtM51BGHJQhhXp3iCdbtdMvF+7LEAxHY45rlxWk4G2F1UmR6Ho1xrPhy4W0fZMkp25OOcfpVXSfBepWOswz38XniNgTgbh+Fdd8PF/4l13xgi4YH612hhLH5TgmoVeUW0jplRjJK559qng7+09SFzATAoBxuUjGeoI71v6NoMekae8SzmUHHG3CgjuPrXQmy3n94zEeg4pLhVWMIowBU1KspLUdOnGL0EkBGlKP9msG2fy5+eOetdJKn/EtAArm5f3UmDWbOiFmmbq2/noGEh/HmgaaSfmdiPaq2n3Sj5S4H1rZWVSuaehnLmRHHZxxL8o/OobjaAelTyzDHWs25l465pthGLb1M6+fIwKwLsAj2Na10SX56Vl3IGw0lobuOhnaODHYzDnh3H4ZqvLZP9jFxMHCs2Wj9RmtSxRUsMtjaWJJ/GodQ1Sy/sqaVp18uMfNg0qV+Z2MnbqV7Hw4PEM0lvLwgjJO3+ED7o/OvNbi1l03UpbOXIZGK5PfBr0L4ca/Jc+Lp3lISKWEqFz0APH41zHxFv7S88UzrZIuIG2tID95u/5V3021LlZ5teSl7yMeE5kHqCKsXcLDaCOTkD2FU7eVZF3EDPAPtWtqEbPZQyR/fA3be5B61pLoZQ2ZhxkoGU8Mpwc1v6ZIW1S3weA4/CsO4G9VmHJB2sfX0rT0lmEqSf7QI96mQ4Ox9DaH/wAg9F/u+laZ4xWboi402Jv7yg81o9686W52LYM0daKO1IYntR39qPrRikMM0daKTHNAC+1Jz3paQ80AJSgUneg5oAOlHejqKMYoAXjFJkfhR1FJ0oAWkpMml49KAFNNzSnpSHPpQBf/AAooorQyDvRiikzSAWikpaADvSUtFMApKKKAAjmg0lFIYUvako5oAPpQaTtRigAz+dAooxQBFcH9ywHfjNeXfEebD2qKegyRXqUw/dHjjvXinjq9aTVXQnJ7egFa0leRMnocvesRZjkfMcVz1xzA0f8Adbit/UziztxjjNYrxbpHU9Ca7ou5yz3K2nfLfEH+JCPxrv8AT5vtuhtYNzLB++h91/iH4VwLxm2uVYdiOK2LHVpLG8hnRgSpzg9D6iorw54lUJ8j1PUvAEwSK8tm4kWQN9QRwa7+FgcV5voNxBbXMF5EcQ3A2E/Xpn6Hiu9jnAA5rz5OzPWiuaOhoMVx0rPmcPOqL68055zjr1qsqStudQN2CBmp5rgocuprkxmy2kgVzEyxyXHXIBqOO81ZVlgubb5lPEiHhhWVPbvdSkSlwOwyRj8qrcIx5dTRuh5ZDRnDZq/BdyRIA2SMVl2WnshBeR329AxyBWoAF5PWk0irln7SHGQapzyE9DTZCAcrUDBiOTWZqrEUpzWdeACFj3xWk6gDms+6XKkdqpMGVbeNn0eIAH5xz7c4rG8ceEEsPCkerWrykNKGmDdBkkdK6rQLmzaT+yrplSSQlrct/Ee61veIbdb/AMMzaVNGCpRuWPfORVUZ+zl7xwYlNqyPnfTNUm0ycXFuQHVWXn3GKGspVtfOfJJG4k9627vwk1rerGu8qWBKkDKjuc9/wp+uBVijtY+N/LY7KO1eg5pv3Tg5GviOXtm8uTg/e4xWzLcv9nhCf66Mkp7+1ZVpAbi+zghd2BVidtrqVJG3mrlq7CjorkrCKfdJEAA6nK/3T6Vs+GbX7ZrNpbhcgHc2OwFc+rkXAY9WOG969H+GGmG7v7m9K/KmEFRN8sblQ1dj1uzj8qziTHRQKnoHAwKK847QI96KKXFADelJS0lAC96TBzSnHek96QwoFFJQAtJn0xQfypOgoAXtRmjrSH0oAQHFGfyowSc9KDQAuKD9aTmjFAAB2paSjNAF80Uhpc1ZkFJilpDQAUY54oxS0AFJS03vQAtFHWigYUlLScUAFFFFACUvaik7UAHHalNJRQBXv5PLspXGBhSa+ddVu/7Q1maVeELnA9hXvXiqZrfwxqEi43CFgPrXz9bxA3agcKe/4V00FuzOZb1GzZtLsJ3GFeRlyfUVj3IWMSt33Dn3r0PVbKOTwPbkZEkJVse+cV5rq83LID1bJrak73Mqi6izp5tuk4A+Y4Ps3pWXvIOPQ1oaXKWtbqJxkbQwz65qpZWzXN5tUZ2/MR61qvMxavZo7jwncvc2U+nOWOXV4yP4Tnmu50TXhfW7Izfv4HMUq9ww/wAetYnhDRP7LsxqN2D5szBI17nNZ+kOIfiBqdsjACSbaee56frXnStOUkuh6tKbpxjc9Iim3H5jxWhHOpwi4rHibkxuMODg/WoZob0XKta3XlEDnK7sisFudTaexvsYg/76VFz2JqKV7C3QySFWGeMEHNco1rrkmWD20jMeCxIp50HXpWTdJZwqPvEktn9a6Y09AdNLdmjNrkCO22E7QeOayL3xfbxMV8sF+yqSzfpSN4btYS76hqU056lQ+1PwAqKK0tpH2WlskUfdgOTTcY9SnFJE+m6peag297byoG+6WPzGtjoOaihhWGJVUYwMUyWUL3rCSXQiIkhzVC5YBcE06W45ODWXd3W0Yz8x6CkoltmNeTF/E2mqpwkcoZse3Neh3vi/SYIwWdmVlLMpwdoA5PrXmOq2haMv/Eec1wMs0zq5kldjkrksTXSsOqqWp59eqqb21PfI5NJ1uL7Tp11G4I+76f1Fcd4j8PNLK/lq0d2V+VHOVlH+yfWuYFzJo2kWsUErRzuvmFlPI9K62z8Vo+mW6atELiCQcSDqrDr+NZ+znSd4u6J54zVnucZYv9nkEAUZRXY+oJqk53ZI6Zre1+1iXVhe2UgkguomO5fXvkdjWFaxb/vnCDJY+wrsi76nLJW0HLGCRzyq7zXrnwp1CL7BJZniXcX57g15ZDbu0wiVP3kil2B7A8AV2nhlJdLnRSpjmjIYc84x39jU1dY2Lpq0rntVJ1qGzuUu7SOZGyrjNT1wHUAoz+VFJ9BQAtJjmijNACHGaMUfSk60hi9KOtFJQAGjFDe1FABSfypcUlAC9qb1pfaj6cUAIDxRR29TR9aADPHNFIPWigDQo7UfWjFWZB2pKKKAFopKWgBOlFB5ooAPakpe1FAwzSGlooATtxRRS/WgBKSl5zR0FACfjS0hooAx/FSPJ4ZvkQAsYzgV4IF8u5jGORwa+hNa40a6P+xXiOvWR0/WZkIOGG9TXTQejRnNHSXsqweD4ge6ZOa8kulM0zOTXc6hdyX2nwW8ZIijjVSfVj2rnbLTW1K7KLwu7BOO1a07Ru2Z1NbIo2sAis5pZDgMMD3rpPA2iJeXLTzLttU5b1c+lZGqtFJP9liyIovlz/WvTPDGmqmjwIAViK5f3Hp+NY4iq4w9TSlTTl6GrdSRJbvqk5CWdpGWiX8Ov9BXhZ1i6bXJtSgcpLJIW475ORXdfEvxKsgXQbYhY1w023gcdFrz6CBsh8fLjIqsJTtByfUVeo3JRXQ9EsfH9uSp1F/LueBJIoysnvjsf513Gl6nBqESywyLIjDKspzmvBktZLl2ZYyzdgB29T7Vc0fxBeeGNUxE/mwBvnizwfp6GieGjL4dzSniXHSex7ncW0+4tbsAG5Kn1qt5GpEEBcD86uaBq9prNjHdW7hlccjup9DXQwvGq4IFcqck7M7/AGrtocgui3Uzb5gSPSrkdl5A6YxXRTXUSg4waxLu6UA9KbYXlLcqTsEFZU0wJqS7u8ZyRWSzSSk44FI0SFuLn+FOTUMVsXk3vyatQWvcj8auLCB0pXsJoxNQtyY/UYry3VIfs9zNH6SE17JeQ/Ia8t8W25iv8gY3LmuzDS1sefjI+7cTWmLuh6DyUxVzS3S90O6smOJI/wB7F/Ws7cb3SY5B8zQjaw74HQ1BY3JtrjIPB4B9jWzjdW7HHze9fuaFlKWurRXJwG2k56g1et9OZ9VewZgnJY59AMn+VZksRjjjcdM9u1dQ00TzabrLjho2imHowGKmTsUkWPDVit1q5kcBpJCIwCPbJP5V6Jrugr5Mep2ceZ7ddrrjh0HavNtP1QaJf2Ny4I3NlgOwPX9K9ys5YriyjlhYNE65Bz1zXNUk1Zm0EtUcz4Wu1t7k2qvm0uV863LHp6rXXCuIubR9L1Se3TAQEXdqfTn51/Wu0gkE0CSL0cZrKa6lxfQdQfWloxUFjaUmj60UgE+tJ0PWlpB9KBi/jSZ59qPwpKAHUn4UmaXOPpQAlHQUGgZoAOlJjilPWkoAOaKTgGlzmgAHWjPNHSkoA0KKKWrMhKSjFLQAnFFFLTATmg0H1o9qQBRRRQAZ9+KSij2oGH8qKQ9cCj2oAPej8KMGlxQAnajvRjmigDP1vnTvL5/eSKvH1rgvHOlrOsVwuFeGP5vcZrvNVAdrRT/z13EeuBXF+LmlvZxZRcDBeQjtjt9K1hdEPU88uZ/smmedj7oJRc8ljwKSOWPRdGW3Vh9rlTLt3UHsPeqeo3SvqhVuYrRd7A9GbsKxkuHv7/dNId0jHmuiKbWpnJ6mlYRRzTHfkhnA2ivUb3UY9B0GKIsvmxRjjPBcj+lec6YQuopHGuWjO856DFT+KLuS8uCjnCKAevcisKkHUkr7GkZckXY5iTdf6hNPMS5ZizEn7xrWsNLnvJlRF3s33VHpUWi6ZPq+qQafaABnOSx6KvcmvVItIt9CtjY2s0aXZj33F5L/AAJ0+XPSumUuXQyjG5xumQxwaTcRFFWV5wrP/s+lcTewiXUJ5RjashJx6V3cccdrFcuxEsSOcMP4xzzXGXWBaShRy75J9qml8TY6q0SL3h7xPd+Hb5JoBvgdR50RP3vcehr1fTvG+lahErLdJFIRzHKdpFeEM44X0UVLMQ9vGD9KqpQjMKOIlT03R75Nq8TD5ZVI9mrLnv8AzGO3k1yng0faNIiDHJUlD+Brro7EbcgVwTjyNo9inLnimVApkfL81MkQzx0qx9lIp6x4NRdlBHGAOlSCOnqpzUhHGKBSKM8e5K8+8YWYM9vKR8pyjH0zXpTqStc5r+mre2bxn04Poa2pT5ZXMKsOaLR5Zp8psbh45fuZ2uPb1ov7U285KfNG/KMO4q5qdk8cvmlcOuFmX0PY/Q1HDcRxKttc5aBuh7xmvQvfVHkSjyuzNK1VLi2RMcOoIz69xV3SJYh5mmXDgRXB+Vj/AAOOh/HpVK1t3tjjcHhY7o5B6+hqfUbJxtnVSA4z07+tZy10NUrK5satpLzWCKQrXAPynOMMOMfjW34F8XvpMiaZqT5spWxFI3/LJu6n8a56w1E6haraXEwjuF4R26Sezf40TxRQySx3EZaGTH2hFU7oyOkievvWVt4yK84nrniUJssLxcErNs3DnKsMVpaO5OnID/CSv615Taa1qUNrZ6Tdv51sZ0e3us9UHY16ro3OmRuTkOSw+hrCceVWNIO7NDNGaQ4/OjtWRoGaDRiikAGkFLSZx0oGBJpKO3NHWgA60HmjGTzRxkCgBOnWlP0pOtB/M0AGfajGO9HTrijpQAHpmjpzSDFH1oAM8YoI6dx60fhRQBoUUUlWZC9DSUUvWgAopKKACiik5oAUmk60Y/GigYUfzoooEGKXtSdaO1Aw96M85oz6mjOaAFNIaOgpkkgjiaRjwozTAydWnWKdZWfakCFm/Gufs7OR9NvdQmH726UsoPZccVLJu17VGsgT5at5ly3XjslbN+VSNbdAORjHoKpvlQkuZnzPfySq9wTkeY+SfXFV4GVo1/vhuDW/4vsRZalc24/1ZcvE3bB6ismwtyMEjLsM/wC6K7qclKNzlnFqVjVtrh4yxLHdIQXI6kDoKuz2c+q6zHYwkB5mVAx6DPepNJ0WS/dTLILeAtt8x+M966G2tIY/EehwxMPOEjPI3faB8uazlKz0NEnylSzubPwJreqb1a4mijSK2BH3ieSTWZPH4g8T3M+ozDZb5AeRzsTHYD1o8U3aT+JLy5RVkVJMoG5BI4qlol7qWv8AiK2S6meSKNvM8oHCKB6DpQ9IuTGlqom1ruzTtHktQecogx7DmuKncCBh/ExrpPGEz+fEmPlLu/4dKxdJns7XUPtV4okiiUsiYzvfsD7UYde5dirv3mildaXLY2UV3dHy5Jv9VCR8xX+8fQelVHfEMX0zVnWdQm1LUJLqdyzPyM9hVEAuyJ36V0WOdHpXw/UmwcH/AJ6GvQYYsCuK8BQFLAZGNxzXoMUXyjIry6z99nu0NKaK7QjFRrbbmzitIR8dKcIx2FYmnMZ5hC9BUZStFo/QVE0IFNENlAp8uKpT2+5TWyYcimNb5XAGarYVzgtX0RLlCdu1wCAw9PQ+1cde6E6RnY4Yr2YdPxr12e2+9kcVlS6fJLaT23G1mOQBwvvn17e1bU6zi7GFWkpHmGmreWspVUfyj95SMrXomkac97oH7+0kks3Y7HjwzRHuQO49q46+0e80S7VkZjAx+Vifu+xr0/wnAw0GOTevmSAkokuCP6VtUlpdHIotOzPLNUsX0+6dFYOqngqCM++DyPpTrTxAYnj87LbOA/cD0PqPY1teNL+a61sxP8vkDZlsZ9STWLq+hRWumW999ut3klP+ribJH1xWiakveMn7rui9byedOrCYGzBLFEbmPPXANei+Etcmsp49J1CTfFKM2VwRgOv90+jV4zaGeNwUYEDuO1dhZ6lJJYpFqCtFaynCTlSNjjlWB9aipAqEz3DmjHFYvhPV21jQo5ZSDcRMYpcdCy9x7HrW329642rOx1J3VxMfhRn0ooxzikAnPHrR3zS4pCeKQCfWjqKX8aSgYnQ0vX60hPU0vbPWgBP50UfzpcelADen1opTyKbQA6kzzSdKOOuaAFJpO1H160uPegDQoo+tFWZBikpaSgAo780UUABo6iij8aBie9BpaSgAHFBzRR2xQAUUnSl9qAExRjFLSUAFc/4l1KS3iis7Yb7m4YIi+/qfYda33YIhY9AM1zumWf8AaGrS6pKxPykQqeijpn8apd2J9i3oenrpenMGO+VmLSOf4jWRq175NvPcHgAEfhW1eTmGzZM/NuxXC+Kbtm0O5WInKDBxz9ayqNt2NaascxNpb69FcXc/yW1vF5jSY6ei1zuiWUlzeGUoZAx+SMHAb6n0r1a7tVtvhleSIuD5IZhiuZ8K6C2r+DLiRLl1u8FVZTjaOoFdcG4w0MJ6yuZptY/7Xt0urxvtEsioEiOVQZ6eg+lbnio2/hfTYZbIZvmdmE0hyx4wSa84t0nsr62Ny585LnnceFw2KveK9XfV9YuZi5ECfu4wT0Fa+zd1dmTmmmZsFw8sLPKdzM5PJ65611/gqLM91cvFHGsUJ2iNe3+NcDAu3LBty+ld14MMkscyDLNOwA/3QeaWJuqbsXh3eauZfiwMZ7ZCDuWLkd8k5rnJgsMKKRl+pFega/aJFf3OoT/MFQJGnv3rzy4zLOJHGP8AZow804pIK8Gm2VmTcN7fMx6CtPTNOae5SIDMjnk/3RUVvHJcOdiYA4LkdK7Twtp6RQtOeS3yJnrWtSpyxJoUeaSudb4as1hiAQcDj8q7GNPkHUVl6NZ7I1BGPfFdEiDbXlyd3c9Z+6rIrLECak8vAqcIBzTcj2xU2JuQmLPNRSRcYq2WUCoJJEXlmUAdzTQiEQjGcUvlZHFRtqFt0V/Mb0jBb+VRPPLKNvMKnqAQXP8AQU72FqRyxIzEhvmThFAzlv8A61SW+nqsWwjJ7n1NSW6wxddoOMDB6D/PerKzx4wGB+lSl1Hqczr+mxPAUMYfPUVVj8YeGWhFr9rhgnUBGWWPAyOOorJ+IvixbJG0qzb/AEqRf3sgP+rX0+pryJsk816+FwLnT5pu3Y8vF4pRnyw17nsw0nSLtLm/M8dxJkuRFIGH+NcVqlpFqupxLYRv90BvMcAZ9ia4xS0ZyjMp9jip4by5gbdFMyn65rpWBa2kcrxSe6PRPD3ha0l1CFTcsJ2DcDBCuK786fFqllJpepxxNIg2tsHDDswrwzTdae1nJnaQI3PmRHDofUf4V6FoHjbTIJ4d+ps+8BZRdR7SD6hulclfDVYvub0q8GdL4AsZNFvdY0tpGdEkV42Y8kEV3Q69q4jWI5LPZrmk3CEsy+aAwIkSuzRt8avwdwByK4aiu+Y64PoSUnfrQKTFZli560hPNGOfajp9KQB07U080veigYccUUmeKKAD8aD0pOpNLQAnbpSD1pfwoAHrigAoAxS0nOaAE70Y/wDr0ue1J70AaOaTIoOKKszFpKKTmgQtFJR/Ki4wopfrRmgBKU0lLQAYpKWkNAg60UCkoGHWj8KKKAKGsuyaRclM7iu0ficU+whWFHjUYCEIv0AqS+g+1WU0P99CB9ag0y5Fxbhv4mAJB7MOCPzp9BdSj4jtXe1E0LbZVP4H6158IpJ9B23CuHmaQlh0Bz0PpXq1yiy27K+Bx3rzS/1pLTUJbbSx9uZid8Malgreuf5ihK5adjb0eRNd8I3FogA8yBo9uc4bGCPzrzfwr4sl8Krc21xFJMuCuwcYdeK0prPUbQTXl9ex6TFMdzRROQzfgK4nUry2d2hsIXds/wCulOSfoO1b01dNGNTR3ILu7k1TWzNJ8vmSeYyqMAd+KZPCJLnAOSTuwe9Q+S9rvZ2zOSByegrodF8P3GrsWtsKo+eWeThVHrn0rpbUVcxSctEYFzEAyQxgkkYUDuTXpPgywbT9PnuLlCjIuxd3UZ5Ncppkn2XVp2slSeWMsiSOOAP74FWdS8QummtptvM7u+5pZR1YnriuespVLQRvS5Ye8zO13xLc6jfzJbKFgUlFfqT2yKr6boxupVBfc7HnBrL0+ZrmYoEVY0XPvXofhbS94WdgdoIArWolSjaIqH76V2aln4WtU/dIpcJwOwHFb2i6MlsxjMYL53dP1HtWnbRDeFAwMDFasMIVlccMpypHUV58pts9HlUVoLHCIlAGMVMrY71Kxjk+aRTG3doxkH6jtUMu2ND5QeZuwVMfqaTRmp33RHLPzjIH1qIy7Vztd89No/rT4IbyXi5eOOM/8soh1/3m6n8Kui3RO3Ao5R8xlGO6nHaFfblj+PQVDJpG98cux5y5zj863EZWb5Bux/F2H+NSqqqOByep9apQuLnaZkxaQxADSPj2OKtJpFso6c+pNW2ZzwOKTaccsarkSE5NldrC2jHQGsXXtXtND0q5vG2gxL8i/wB5uwrohGpBycD3rwv4m+JrfVNTXTrAhrW1Y7pAeJH7/gK6cLh/a1EunU58RiPZwd3r0OIvLqS8u5biZy0krF2J7k1BRR1r6M8EaV44puMU+lxmlYBoGaXAz2pcelLgU7AKJJAmxZWCf3Qxx+VaWm+Jdb0h1ay1K4jC9E35X8jxWUR6U0n1rOUIvRoak1sz2bwr8WYbyRLPXkS3lPAuk4Qn/aHb69K9ORhIodWDKwyGByDXyaMHg16B8PvHs2iXMel6lMX02Q4R2OTAf/if5V5mLy9W56f3Hfh8W78s/vPc+hxmkyOlIjB1V1YEMMgg5BFLxXjnoi4pp4peSKCaQDaXvzRR9OaBhSHPag9MUcjpQAg4ySetHXml5zzSEegoAXn3pAfzoB9aD04xQAh60dPX6UflQRQBoEUtJ1oqzMSl5opKQC/hR1pMUtIAooo5pgFL9KQ0CmAHpRRyKDQACikoNAAaKO9JmkApHpWDexPpV+b2HP2WU5mHUI3976HvW9xjNMlUPE6ld24Yx61SdgOC8ZeI7cWiwvO8cL/eSM4eT2B7D3rmrW7vZrEPbS2uj6fghSR8z+4HVvrWX4qjtovEtwlwLlhAQiRDAVc9Metaei+GtVv0822MCOvBknO9ovRQvQGtVFW1Iu7nM3un/aS0kt5PdPnklDz+dUpI47WxMEq2yMG3+YrbpAPTA4/Ou71f4d6ibDzRqCTS4LOpDf4/0rh7fRFtZo/7UPlFz8tuo+ZvTNaKSS3J5Lss+GfD8GtXU99dGT7Jb8t6u3ZR71v3sGpahAtjGY9O05BxGpBZh6seg+lU9U1+30Yf2ZpsUey3j3P1wrnrn1NYmii916Sa5urh3jiBOzOFz7DpUtSl770RScYvl6lPTJlt9QmRjiOQGItuwAM9aqat5cN3ObQ/ukB2EjtjmtKysPM1XymxtDEk/SqXiOEQeYV6OQBXRBJ1EjGbtBieDtKk1GaUIpPKg17PpunrbQxwqoCqK5z4P6ap0O5vGUEvOVB+gFegSW4znHFc+Mneo12O3AxUaafciMGQro2HXp/gauQTMRhlw3oT/KoUXtVuGEDJPOfWuKx1yFEik7S4z3FWVUlcgHaO/amCMH+EflShAvQD8qpGUvIckseeCW+gzUkiiQAHIT+6TyfrTBx0pcmqTJcbu48FVXAwAKA9RmgCncLEm7FHLU1mWONpHYKqjJYnAA9a8k8c/E1pfM0vQpQIiCst0vVvZfb3rfD0J1pWRhWrRpK7LXxD+IAtxLo+jzZk5W4uFP3fVV9/U14+WLHJ60pJYkk9aSvoaNGNGPLE8StWlVlzMKKKK1MwxTulNpR81ABnmko70UAFNNOpCKAG0obPBpKCKQHrnwr8abtvh7UZcsP+PSRj1/2D/SvWK+TYppLeeOaFyksbBlYHkEdDX0r4Q11fEfhq1v8AOJWXZMo7OODXhZhhlCXtI7P8z1MHW5lyPdG6c9e1FJR2rzTtAnv2pM0e/WjHHFAwIo680mKPxoAX0o9aOo/xpM80AHWkPtR+NB/CgAHvS9eO1JS4HegC/mjNHXvRiqMwzRmgUUAGKKKDSATtQKWkpgFLRSe1FwFzSd6O9HFABmg/Wg0nWi4B9KOetHWigYZozR9aRiFQk9AKBHiHxJkSfxTIEX91GvzFerMOv9K3/CeqnVbKOGJvs17AAhZekinvjvUSW0GreIL+W72tHbxEruYY3E5x+Vcn539ha6sunzFoA+6Nx6d1NdOjVjO3U9ne4kEL20kREu3745Vx3IP9K8htrX7f49uZJGLpE2UBPfH/ANau88K63d67d3X2gARCHdEqjgVyWhWxsvElxJc8Frr5fcHI/rWKunJ+RV9kef3qyyXd1ID80sjZz9elbukyNpmhAMArTnJ9cCob+yez8SX1o4GIpmfkcBScimXZ82eBFYeWRnrwAK7GuaKRinaTb3LMUgRZbvO0sNorndZvhfPHGv3UJJP8qt6rfbI/IjJy3HP86xQo3BR2rtw2HvLnZy162nIj3X4TLnwQuFxi5kH16V2kiYQ8da4H4O3gfQb+zyN0NwH/AAZf8RXojrnFeXjI8teSPVwkr0olaKPpVtUAFCrinjpXMkbthigjil70tMkaFoApaQ5NAAcCqt/qdnpVm93e3CQQJ1Zz+g9TXOeKvHumeG1aEEXV/jiBD90/7R7V4pr/AIk1LxHeeffzZUfciXhEHsK78NgZ1felojjxGLhT0WrOh8afEO78Qs9nZF7bTehXPzS+7e3tXDUGivdp04048sVoePUqSnLmkwopKKsgKKOlMJpXGPxk07pTUPGfelJzTQDM4anUw9acp4xUgLS9aSnCqQEbDBpKc9MqWAGvXvgtek2uqWJb7jrKo+vB/lXkVd58I777L4xNsT8t1AyfiOR/WuPGx5qEjfCy5aqPd89vWlzign1puO1fNntgQcUD6UGjH40AJ3pSD+FJ3x3ozz70wDOKBRgnPWkPTmgAHXrQc+tIaOeuaQCd6duH0pMdqQjH+FMDS+lFFFMzCikxRmgA60UUHigYtFJmjOTQIOnFGaQn3pc8UwDNFJ0ozQAd6Mc0p6UhNAwo7cUUcjrQAVyvifxH9iDW0ALSFTuIP3R6mupya858RWJi1G6a5Zvspy67FyWfHAb2pxWoHP8AhfRdS1iGa6RVSOSQ7pZAecenrWN4gsLfTtWFhbSNc3eQ7nHEee2O5711M/jm30Dw/baXpirJdEbNxXgMT2Hc81ys4ks7l5ZnZ7qZjJcTMcsf9lfT0roSs7sybclY6rwRdrY30dqzZOTEeeucmsnXImtPG0ssk4VWOY0HJOeenQDNZnhK5lOrfaZcj96rDPGRk8D6V0HjazdNWtr6NGkZhgY6DH/1qylpO3cpbHN+NJC+qw3sR+W6hBYDoSOK5db0QSq80e5U5Rc4ya3PFesWf+hWsAzNaoVkIOV57Z9a40ymeYsxyf5V6OFoSlFc2xx4mslJ8pLNcSXN080h3Ox7dB7UqjHJ60iIFA9acK9eMbKxwN3PQ/hHemDxTNaE4W5tjx/tKcj9M17aOa+bPCeqLo/ifTr5ziOOULJ/ut8p/nX0erZwQQc9K8XM4WqqXdHr5fO8HHsSZpM005pOteY2ehYevNPGajXCjnp61xXiv4k6foYe1sCl5fdPlOY4z7nv9BWtKjOrLlgrmNWpGmryZ1up6pY6RZNdX1wkESjqx5PsB3NeQeKvileakJLTSFa0tjwZc/vHH/sori9X1zUNdvGur+5eVz0B4VR6Adqzq9zD4CFLWer/AAPJr4yU9IaIczM7lmYsx5JJyTTQKKK7zjDpSUGkoAKSlopAIaaacelNPSkA8cKKKU8ACkpgNxSgUh60uaQC0ucCkopgNJzSUuMUUgErY8J3x07xXpl0Dwtwob6E4P8AOsihHaN1dThlII+orOpHmi49xxfK0z6yJpufrVHRr0ajoljeLyJoFf8AHHNXx3r5WSs7M+hi7q4CgjHajpQOTUgITjigc0UYoATOKCee9JjnpxSUALnFHsaB0oNAAT6/gaTv6UcnPGaKBmjRRRVGYZ5pM0vFJjNAC0CikoAWiiigApM0tFACHpRkYooFMANB6Ud6KAEBzzS/WiigArjPiJqUel6KCm0XNwwjQnoB3J+grs/oK8Z+LV611q0dopJS2TJx/eNaUo80iJuyE0iOx1ONNREKPexAqJduA3vjuaztRgk0YajDfRhr+ba0cx5wp649K7O206GLRNB8pSiwxhm2HHJHU/jVDxfaQ6hr9ilxIY0SI+ZIozn0q09bC3Rw9tNHZGE3D+WqITktjOeeai8X+PH12CGxslMVtEAGlP3nOMfgK57Xb4XN5MEGI1fao9cVmxrgf7VepQwkdJy3OCtiHrGIwqWOSSfc1NAmBupRHk5Y59qlxXoRjZ3ORsBzS0gpaskcp5r6C+H2uDWvCtuXfdc2v7ib1yOh/EYr57HWuq8EeKf+EX1gyTB2spwEnVeSPRgPUf1rmxtB1qVlutjqwlb2VTXZn0GWBrH13xLpXh6AyX1yquRlIV5d/oK878RfFeSVTBoUTQqeDcTD5v8AgI7V5td31xfXD3FzM80znLO7ZJrzsPlspe9V0Xbqd1bHxjpT1Z2Hin4j6lrqva2oNnZNwUU/O4/2j/QVxPXqaTtRXs06UKceWCsjyqlSVR3k7h60oOKSlxV6EDTRQRRSAKSlpKBhRRRSAKQjpS0dxQAp60lKaSgBCKMGlooEFHajNJnNAxaO1FNzxQAUlLRSA94+FOofbPBqQMctaStFz6dR/Ou5yMV498Gb8pf6lYE/K8ayqPcHBr2AkV8zjIclaSPbw0uakmB5ozjn1o5OaQmuY3DIzxn2pc0nvScn6+tIAzzQR60dsdDSg/jQA3t1ozSnFJkA8nNACngf0ppByKU896T8aBml060Z4opcVdjIaKWijFFhhijFFHanYAooopWEFFHegigBOtHvQRRimAfjRRijHvxRYYUUYxRikIMcV4749sS2q6mDjflJUPquMV7HXDfEPSnlsv7QgHzqpjlwOSprWk7SFJXRV0+cXvgRZlYZ8rAJ7bRWNbyPfabPd3jBsgynA9BgCqWiXVzc+CLqyiYAiQIpLfwk81rXoi0bwxcTSv8Au1XaeM8AZom7Oy6hFaXZ47rdsbbUpFByWw30zzVaNNo560rM09xJcP8AekYtzS19JQi1Bc254lRpydgpaSlxitiAopaTFABSh8DpSYNLigA68mj8KKKAClNGKQ5oATNJmiigApaSigBaSlpKAFooFFACUo6ikNA60DHGm0hpuaVwHZpM0lLSAKB1oooAdTT1pR0oNMBKKK3PC3hqXxJqfkBmjto13TTAZ2+g+pqJzUIuUtkVCDnJRjubPwpm8vxzCn/PSGRf0zXvWO1eJeFdCuvDXxO0+2usMjiTypgPlkG0/r7V7ecgY614OPalVUo7NHq4NOMHGW6Y0elHenYJ/wDrUhGTXAdYcfSjODjFIKAMdRQAYPTFN/WnDPtRjNACfhRQRxmkoAXOMUH1pMck96XFAGljigdaWjFaWMhMZoxxTsUmKLANxRxTsUhFAxOlFKKMZoEJjFGKdSUAIB6CjH0pcYo/CgBKMUUUAJj86qTia1zLErSp1aIH5v8AgP8AhVt8hSQM+1YOs+ITpduxaznLnhCq7h9TjmiwF7+2tO8gym5UAHBU/eB9COtZeoa5DPbPEYVEMg2lp228fSvN5dUttX19GW5+yKMtJevlWY+hHTFba6NZrM1w2oaXqAxkG4uGGPqM1XI90HMluZuqWo0G2itoMbAC7MP4q5/xprUraLa6ejHEzlpie/HSu+m+w6ro/wDx8wySQ5icxDC59vbpivMPGlzHM1hGuC6B92PqB/St8FDmrRUkZYibVJ2OYUUuBQBS4r6VHjCUuBSUp5pMA7UmD7U7mkP60AA4ozzSUVVgCiiiiwC5o6igUmMUtAENJSmkxSABRRRQAUUhNNzSuMfRTcmkzSuA+kHJFJmgHBouIcRTdtSdaMU7AR4oxT8GjFFgGYpcU/ApMiiwxMUYp2a7vwn8PZtRWO+1cPDan5kgHDyD3/uj9ayq1oUY802aUqM6suWCMDw14UvvEt1tgHlWqH97cMOF9h6n2r2bStHs9DsEsrKPai8s5+87dyT61dtraGyt0t7aJIoUGFRBgClYHPFfP4rGSruy0R7uGwkaKvuyGSCJ7i2kljV2hlDoSOVPTIrpMZHFctO7Zro7KcXNpHJ3xg/UVzdDSotSakx2ApT1oPSkQNxjmjOT1pc546UYyaLCEI96OBTgMmkwO9FgExz3oIwKOvWg9OBzQAmOOaTtyaXHvR1oGaVFOorUxEpKdSUAJRilxRSATFGKWjNACUUdaXFADSKOlLS4osA3rTZJEjXLsAKfj2ppUHggEehpgUJNatEB2+Y+P7sZP9KxdVu01RWt8mFyrKm8Eckd/Sup+nFZev2TXGmTSQIDcRruQ45OOcUpK60HF23OM0Mx+HNHn0/ULOQ3AdnLpFvVgehBxWPqmvaLeQiBdGWS7zjZ9nALGuo0bVGv2HlFjavGHideoPdTnuKtaUkerXMzxQJmJirTmMA5/ug9c04zfVA4rucZpMVxJBcG30lbSFUwq4wZW65P0rgvGmnXNjq0M9woX7RGHAXoCOCK93v9BQOGa9ulXqY1I2n9M15f8R7ezGnQNF55njn27pA2CCOQM/SuvBVGqy8zDEwTpO3Q85Bpc02lr6A8gXNJnFFHegBQ1GaSkoAdmim0uSKAFpaaCRS5p3AM4oJzSUlIB1IetGaSgApDS0UmMb2pKU0hpAJRRRSAD0ppzTqCKAFjkB+U9RU3bIqm3ByKmilycN1oUujBomPSkpTSVYhM0+3t5rudILeJpZXOFRBkk1Z0zSrvV7oQWse4/wATn7qD1Jr17w54dsPDtsCgEt04/eTsOT7D0FceKxkKC7vsdeGwk6zvsu5m+EvAcOmbL3U1Sa8HKx9UiP8AU+/QV3yEYrMNyzuFXge1XogQgzXz1atOrLmmz36VGFOPLFEw60MOKQDFSDkGsS2Z865JFWtEuNkz27dG+ZfrTJl61RDm3uEmXqrZrSL6Gc1dHW9aCM45xQjB41dTwRkUuM07HONI5wcUv4UY9aTPH04oGBOc9KOvBpp+tLjjrSBBjvSfXj8aXHrRjn/61FgE4HNKVzzxRj3pCSadgNPtRS96SrMQOaSnUmKYB25o47UHrRikAmKKXpS0wG4o5pcUUDEx7UUc0UCDGKOKXvRx2oAbgCkIyuCODTmOBz0qpNqdnbf66dE/3uKLDPNNUuG0LxP/AGVaoIkwZoTj+Njzn2PSu/8AD5hOnt5QXd5jeZt/v9653xDZ2era7p9xbx+deqCIwv3cf3mPoKk0I3en6jqFqMNcRSb5IicCZD0dfeny9RXN+9kD3wiPQAda8o+Md5ufTbNXyql5Nv5AH+dehRapb39xK8b/ALwE7om4dfqK8e+J0zSeKEj3lljt1A9skk12YFJ1l5GeLXLSucXS0lLXunjiUvak70vagAo7UlFAxaKKKBBRR0paAEooNJQAZooopDCkNLTSaAEoNFJSAKKKKQxRSGlppoENxmoyT2qbHFM21LQ0Swy7xtbrUjuETJ5PYVVCnNPYsx561UZOwjuvh3roFw+jz7B5hMkL4wS3dT6+1ekyqVC18/W9xLZXcNzCdssTh1PoRX0Fpl9BrmiW+o2/3JUyR/dbuPwNeFmFHln7RdT3Mvr80eR9CS1Qlt2K1EXKiqtrHhavqMcV5p6Nxqnt3p/TmgjBpN+BgUgIZcAfWqEyitBxuqhcZBqk9SWbWjT+bY+Wxy0Z2/h2rSz6VzGj3HkagEb7ko2/j2rpuAc4rRnK1Z2DmkPuKXnOPWk5yMY680hC46c0mMdKDRQAYH40lHX3o9aAExx0FJjvzg07p1NJ9TQO5p0UYorQxCgUtFACUYpaSgAzRRRg0AIKWkGaDQAYo7UvajFADaCARg5/CnYpMcdaAIGtkbndJn2c0w2MT/eaRh6Fs1Z7UufagCCG1hgJMaAH1rO1vSxcxfa7d/IvoFJil/8AZW9Qa1/wqnqsnl2MmBkt8opjSu7HBW1zb6rP5F9bNb6lFyR91vqrDqK88+JdobbxDBJuystuMZ68EjmvV4LaSa5EkqphPu8ZP515p8WRjWrAf9O5/wDQq6cvl+/VvMeOX7k8/oopa+gPCCiiigQUUUUAFFFFAwpc8UlANAgNJSmkNIAopM0E0DAmkopKQBSd6U0lIBaKKKACkNLRQAhHFBFKe1FADaXFLRQBGwrv/hb4gltdRk0SRWkgu8vHjnY4HP4EfyrgTXf/AAcsftHjKS5IyttbM30J4H9a5MWk6MuY6MNKUaq5T1y3UE1ZZcGlurf7Lc71/wBXJ09j3FBYGvnJKx9CpXVxjVGehqQjNRkc+1SWhjHHSqc/NXT0xVaVQaaAzmLIwZeCDkV2FpcC5tI5gfvDn2PeuRlFa/h64/1tqT/tr/WtFsYVV1N3HtRnik+tB60GIvPWjqaTt2pCfegYZ5PvTe9LnJxij6mgBRxSflQSMCk+90/KgDVoFGKP51qZBS9aSloEJRS0YoAQdaKKKQCYo707npRimA3p7UUHntS0DENIR3p1JzQAgAoznpR3pcc0gExWTq8m4xxfUmtcnAJ7CsGVvPneQ9zx9KUnZGlJXlcggULk15J8W+dcsP8Ar3P/AKFXruME88V4v8UpXfxRHGxysduu0emSc105ar1l8zPHv90ziKKKK+iPEFooooEFFFFABRRRQAlL0pKKACkNLSGkxiUUlFIQUUUUhhRRSZoAWikpaAENKKKF60ADdRRSN1paACjtS01qAGmvY/gjZbbXVr0j77pEp+gyf5147X0H8J7P7L4Et5D1uJXlP0zgfyrhx8rUrdzpwivUv2O0nhWeJo379D6GsXLRyGJ+GXg1vGs/UrTzk86IHzEHP+0PSvCauezTnZ2ZVGSeKCpxzUcEocD1qyRkVkdJUcVDIOKtOvJqBxxTsMzZhnNMtLj7JfRTZ4DYb6VPOvFZ8netI7kTV0d7nPI5HbFHf61R0i5N1pkTE/Mo2N9RV3txTaOUQmjp296Uj/IpMZpDE45o460Y/KjGMUAJ9etJzml68jt7UHPH+FAGt0pMUucUVqYidqXHFJR1oAWkzS4pDQAe9HWlzRgCgBM0fWl6GkoATkGgUuM4pOKBi0UGjr0piE7cUUvSikBUv5QkGwH5n4/CsxhtGQKmuJPtF2xz8q/KKjm4FZyZ0QjZFXduzXi3xQ/5G4f9eyf1r2kD71eLfE//AJG0c/8ALsn9a7Mt/jfIwx38H5nF0UUV9AeILRRRTEFFFFABRRSUAFFFLQAlIelLSGkxje9FBopAFFFFABSUtJ3pALQKKKAClUU3HNPWmgGH7xpaTuaWkAtNNLSGhgIelfUXhKz+weEdKtiMFLZCfqRk/wA6+ZbC3N3qNrbKOZZVQfiRX1hHGIokjHRFCj8BXlZjLSMTvwS1bH9aTA70uPworyj0DIvLUwXIljH7t+oHY1LGu5KuXChreQNzxVSBGx1qJI3pyurMikjP0qk4xWtImVrPmTmhGqZnuuVNZ0y4NakxCis6b2qkDNHw7deXdPbE/LKMr9RXTGuCSVoJUlXhkYEV3aMHjVh0YA1b7nNONmOxx1pD160YwO9Hb1FSQJQc0dKOOlADfpQPXt707GccfnSYyaBmqRQKD0orQxCijFFACUvajtRmgA70UmCaDzTAWjI7UgpcYoAO3NJjmlpM0AGKB06ZpeopMEUAHXtUF3L5Fs7jrjA+tWOazNUky0cI/wB40noOKu7FSEbVHqaSY8GpE4FRS85rnudltSBT8prwv4iOH8b32DkAIPp8or3TGBgd6+fvGUgl8Y6s6kEfaCMj2AFenla/et+Rw5i/3aXmYdFFLXvHjB2pKWigQUlLRigAooxRQAUUUUAIaQ9KWikMbSU49abSAKKKKACiiigAoooxSAAM1IKao708VSAh7mlpKKkBaQ0UHrQB0XgG0+2+OdJiIyqzeYfoozX0xnivBPg9aibxo0pGfJtnYfU4Fe99O9eLmDvVt2R6eDVoXCk6U7GaTj0rgOshuHxERx83AqOIBVpJW3zYByF/nTui1EjemrIjlbHFZ8z9TV6Ws+4ICmkkaGbdSZNUG5NWJ3yTjtUGcCqQyEqXlVB1Y4Arvol8uFEOflUDP0rlNDtDc6orMPlhG8/XtXXHNWzCo7sTNHuOlH1oByKkzF4ppA4x19qXJpMUABB7UdMjpS59qMDvQBqUlL1pK0MgxRRQOtABjNLikyM0ZpgKaTHNGe9HWgQvFJQBk0vQ0wEPSkOCKWkNIA5pc80ZxSGgYZrDmfzruRu2cD6VrXMvlW0kncLxWRbp8uepqJvobUl1H9B0qKQ8YzVlgMVUmG3IrGxstSMdQPevnHXjnxDqRPe6k/8AQjX0YGAwT2r5w1iRZtbvpUOVe4dgfbca9bKl70jzsy+GJSoopa9s8oKKSigQUUox3ooAKSiloAKKQ0UAFFFFIBtFB60UhhRRRQIKKKKBhSgUYpaYBTgcU2jsaAIhTqaKdUgFN706mmhgerfBGDdqWrXGPuwogP1J/wAK9mryr4IwY03VbjH3pkT8hn+terdK8DGO9aR62GVqSEz7YpkjbY2c9AKkqtdn5FUfxGuU6Fq7EMQ43E8nmpSaag4oY4qLHSRSH5TWTeOBmtKVvlrFvn549aENGfIcvUDv2FPkbmnWFob6/jgXoTlz6L3q1uNuyudL4ftTBYea4/eTHdz6dq1cn86UKAoVRgAYHtQenSg5dxOe/FANGMClzx1570gE9smk6ilwPTHvSUwF6d8mkxk0H8KXt70AaYopKXnFUZBxR3oopgHGaAKXtSdKYC45oxSdaUUCDkHNIetLQTxzTAQ/zooINFIAIopMe9GOKBlDVG2wIg/jaq0B+WpNTfNxEnoCabGMCsp7nRDSIrniqFw3zYq7KeKzblxmpLjuVbxylhcNnBETn9DXzeSScnk1734puja+FdSmXORAwH48f1rwSvayuPuyZ5mZP3ooKKWjrXqnmhRjml24paBCYpDTs0hNADaWigUAFAooxxQAEUlLSGkCEIpKdSYoGJRS4oxikAg606iimAUUUUAFDH5TRSN900ARrTsU0U6pAKaetOppoA96+DkHl+DJJR1kunP5YFehde+K4v4UxeX8P7I4xveRvr81dr3r53EO9WXqezRVqaDB+tU5m33BB/hGKt9OT0qgh3sz+pzWEmdNJa3JhUbnINPPSq8z7RUGpVuHxnmsK7k3PxWjdSZzWNMcEnNMtaEEj/NXU+G7LyLQ3Tj95N0z2Wub020bUL+OHnYTlyOyjrXfKqooVRhQMAe1VsY1JdBx6Z703HPP6UvvScUjIXFJ7UZ7UE84xQIOntSH86UjikA980xgGxgUHPXv6UDHXGaOSPSgDTozR9aU9KsyCkpRQKACik70tMApOtLRjNAhM0mfSnUdqYXGjNLn6UtJ70gDFGOaMGjnvQBjXh3ai/oABTx8q1ATvuZX9WNSFjtrB7nWlokRTyYBrKnf5qtXMvXB6Vmltzk56UFowfHFwsXhC+B58xVQfUkV4pXrHxCuVXw48feSVAP515PXvZYrUW/M8fMXer8haWkzTuMV6KPPEoooxVAFGKKXpQwGYop9GPWpAZRTyKTFADaXFKKbQAUUtJQAUUUUhhRRRQAUUtJTAKRvumlob7hpCIlp1IKWpGFIaWnRRGeeKFRlpHCAfU4oegH0t4BtjaeBdIjYYYwBiPrzXRfjUNjbi00+3tlAxFEqD8BU5ANfNTd5NntxVkkQXL4t29TwKroMAU+7bMscf/AjQvArKR001ZXEc8VRnbAJq1I5GazbuXah9ak1Rm3kvOKybiXjHrVi4ky55qbRtOOpahucHyIjl/f0FOKuwm7K5veHdONpZCZxiWYZ+i9hWyOlPUDHpjigrg4q9zluN79aOtLkDikB45pWEBGaOMdaOcUbeOaAA8jvim7felz36UdqQxAME4/GjuPSjPPNL/DkCmBpUClxRVmQgpc0CigApKU4FJTAQ5paTBzS9KAAcUUDnmj0AoEHWijH50YoACaZK3lxs3oCafwDVa9bbZSn1GKBrcyoRlM+vNJK+1acPljqtcSAIayO2xn3cu0Hms3z8AjuamvJcnmsqSdUk5OBQlcrY5f4h3AGmW0WM75s5+g/+vXnO4V7pb+D7HxpazC8eaOKE4ikiOCGPX60aP8ABLRLG9FxqF7PqCKcrCyhEP8AvY5NethsVClS5XuePi6MqlVtbHheRSg16v4k8MaGPEoWx0+2itYBtaNF4Ld8jvWXNpOm3Fw5+xwGEKAoVNuD+FelSqe0SaR5tVqm7M8/FKxru7bQ9OWQLFZKzHoW+bH51LqXh/TLhcC2SFlABeP5Tn6dK3ehkq0Wzz3IpM11U/gooT5V6Po6/wBRWZJ4Y1VD8kSS56bJBn8jilqWpxfUyM0tXZNF1SLiTT7heM/dzUX9n32cfYrjP/XI0ik0QE5pM4qZrO7Q4e1nU9cGM/4VEY5B1jcfVTQA3NJQeOvH1oyD0NABRRRQAUUtKBmgBtFKRikoGFHailoEJSHpQTim5yalgJS0UUhhXReBNP8A7S8b6VAVyqzCRvovNc5mvSPgxZef4ou7sjIt7YgZ9WOP6VjiJctKTNKMeaoke698ikNBzVe7l8uAgHDNwK+eZ7KV2VN/mzu/bOB9Kn6Co402rzRK21ay3OtLSxBPJgHNYV/P2NaF3cbQTXP3Um9jml1LS0IVSSeZY41LO5wBXeabYJp1mkCYLdXb1NZHhzTfLT7dMvzNxGD2HrXQluK1SsjmqSuwzg9KCfpSHPHFGM9aDMM0EZpe1AFIBAD/AI0c0vNHWgBBx0NNxnpTj+RpvOeooAD2pc4FJ36UFeO1AzVpMUCirMhAKKUemaOlACfhSgCjOTR34pgJjNL3o7UmTQIMUYxS5/GkPIzQAc0v4Ue5pCaYB3qjqjfuUT+83NXazdQO66jTqFXP51Mti4K8kVpCFSsu8kwvFaFwcLisG/mCg5NZdTrRm3U3zGsLUJiWwOtXZ5izHmpfDmm/214hiRhmCH95KfXHQfnW8VrqTUlZHoXhbTjpvh61hfiRl8x/qea1ZX8uJ37KCafggYArL8QXLWuiXEikBiNvPPWnFOcku5xSlyptnlkIkbVdR84HaZ2kjfsVYZ/nVLyvsysgfOXJJ9K0YhIzHdghSe9U7yMPkjA7nmvpKEXHRnz9eXM9CSyVZbmNjt64YVmXxeFTHw5ZsA7eRz0NXrNhHMuQRyM89akv02yTx7ODKT06fjW32jC/ukQtSLOKRjl87iCfap7OJ3jeV0ZMDjIyfqKR7qOIBC4G5AMn+VSzSkWMO18/IBlRQ97DjqrlaRZHDEbieeQabB5zSqzgIgwdu4liKtogVAVGV+vNQMrh94GNpIwTjilKKtcISew3U+ZEIOxt2Y+cDP8AdPsaZE8bRQfK6HcRgn8xVa9ujeqgEiecNpCxxlvmB7k9K0byyWWF4YpAJGxLET0Eg7fj0rKEjea2HGOGQMGRGGOhGarS6Zp0v+ssYH4zzEKks3W4gSRpFDcBwDgg9xirflxk4DNk9K30Oa7RizeGNIk/5dFjHYoxGf1rPn8FWjZ8m4mj+uHFdOUDMM8jtz0o24Iw+e4xSsi1OS6nC3Hg29jz5NxDL/skFSayrnSNQshma1k2/wB5RuH6V6YSCRlc9803IxwCD3pcqLVaXU8ozmkxXpNzpdhfZNxbxk92Aww/EVzmp+GIIoy1pcsr9o5OQfoRScWjRVos5kimk4qaeyurc4nhlT6qcVXYgHr+dZ3NgzQOtJSjgGgApM0Eig9KQDc17L8D4ALTWLjHLSRx/kCf6141XunwTj2+GL98feuuv0UVx412os6MKv3iPTDWbcMJbjA6JwKt3MvlQFu54H1qnFH8uc89a8KTPZprW4/oKpXc+1cZxVqU7VrFvpwM5NZ3OlFG8uck4NJo2mnU7zL58iPlz6+1VEilvbpIIRl3OPp713NlZx2FokEXbqcck9zVRXUirOysiyFVVwAABxgUYOc9PpR+f40v0qzmG+1H0pSfajA980AJzmlJGOtIB1JpcUgE9qPwFA4FIM4oAD1pDgZpSOeDSFSO+TQAY44AzSd6cQBSEn0oA1MelJil6UDnpVmQn1oxzTsZpCKLBcbS/Sl/nRxTC4nWjmloxQFwpM+1O9abx60CA/TijGc80ZoJ4phcQVkTtvvZWz04rXJwCegHNYatkO3djmonsb0d7lO6fknNcrqk/J5roL+XaGJ4rjb+ffKR2qYK7OnoVZpdqk+1ej+B9L+waEtxIuJro+Yc9l7CvPNJsW1nWreyUZRmy59FHJr2dVEaKiABVAAA9BW70RyVJXdh4NcZ46vGWO3tFOFcln98dK7LpXA+NTFJPbzRuDIuVZR6etdOBhzVU+xwY2fLTa7nMh+ueT61RuXw+CeKsGQKhx1qgxLHPX2r6CKPCb1LEB/eIR6jvVnUnnEtyEZSm/Jz1BwKz1LKhZeG/lVm62yS7txEnBIJ+8CKG9QS0KkqbpUyei55q/bHzbZo3UfLggjpiqcxAwoXlkwDVmxO2B8ddq9qJboqKsmWdpGBxge3UUsuABtAIPrTWZlVR/CeuO9KvzbUzkA9xVmRTmLEhAuA3U9KtXJVUUpuKMPnA7MO9OVIzIp9Mgn3pPLVWfcDsz0B6iplG6LhLlZTdTJObm2CmYkGaL/npx95ff1HepYrxXLMpb0x2H/16jVCGZoyGUt0I4P+BoaaHEj3SbpQeHT5Xx79j+NZKTg7M1cFPVFgzZIG1SBzxQrkx4XaMHg1W2I4LJdpj0mQqf0zQkJZM+fA3pyc/wAqvnizP2cl0LhclQd/tk1E8oMZLY9BTWMaRgPcRBTkcIxwR+VIEFzvit0uJ3VgGRQFBpOpFFKnJjXaJYixYL75AqmHRmJtoDM46OQSB+J4rcg8P38uySWGC0QN8zH52x7Z71RubOWW6eAyv5cLnBY8kdsipdS+iRXs7bsjtUlPmSSOmFHO07tnvmo5IYzAcxRvvJVmKg/OOVPPqM1deKKGOV8GWR+MHhc+uKivImNtGiE/PHt6fxryP6ikovcpyWyZgtZWsgwbOEc8jYKqTabZlsfZIgOmQMVrqjsgZjzjpVR1YPk8+tOwm2ZT6HYMchHT/deoH8OwNxHPKufUA1sbfUU4rg9aHFApsvN8Hb640mO90zVYLlnQMIpEKZ9geea9A+GGi3+heGJLXUYDBcNcu2wkHjoDUvw91A3GkSWjnLQNlfoa6m8n+zWzSfxHhfqa8DE1al3Tm76nuYenBpTj1KlxIZrraPupx+NTKuBVa1jKrzyTyTViVtqc157d2elFW0Kd1LtB5rmNQn3OcVqalc7QQDUWhab9tu/tUykwxHgf3m/+tSSuy3LlVzU0DSvsVv8AaJl/fyjv/CvpWyfUjNO6H60D3rY5W7u7G96UUpA496Tkdf0oEBHNJgfjSkc0dulIYnOaTr3p3sc5oA70CGjr7Up4+lKenWk9icigYn0pPx/ClPbPFH40gD60mPQ9KU9KQcUAaeaSlxS1oZCUUdjQOlABQAKM4zRmgQHrR1oJpM9+lAC5oPvQDxx0oJHcUxCY6e1HQ0exo6UDIL2TyrOVuny4FZI+WAfSrerSnZHFnljk/Sqb/wCoJ9BWVRnTRVo3Od1eTaj81xdzJ8xJrqddk/dntzXNWVhJquo29lF96Z8E+g7mrpI0qSsjuPh3pPk2Uupyr8852x567R1P4mu24zUdrbR2dpFbQriOJQqj2FSFgASTgetU3dnFczdcvfsWlysGAkcbE+przS4dpHG9txUYJJzV7xTrb6hq5jhbNvF8qHsfU1j7tq8t0r38FQ9lTu92eHja3tKllsirc/LwOmeahIBUe1Pmbed3SouWXaBmu1s5Ehq4IIOQCau+R9ohhcEZ2KeevHFU96qShGMd/WrUaE2tuWYgqGAPqM5qXuUupUnuQtwisQVV8ZHbNW7F2cyxb9+1SRxjvWTeR7XcdV3DBxW5p6YUFjgj7xAxxj/61NrqKLY6UAFQOQOajViPzyQaLhjhmQ8UZYlWAwMc1ZmWImB9M9etSDawOB05qmswzt565xU0UwzwuD64oGNBKl1UgKeRzzUDQPLkrkE8EbuCKuFQ2SABn0NC7s7duOPUUBdlSCzwnJIBGCVHP5UkdiiJ+6lKOJMqGbrV8IXTG4hh19aj2AEA7jz1HBNRyRLVSSKR0wthXBdd27G7jNd94Vso7u3CyMECDASI4wP8964/cqsABnHQ5PFdV4SvVggdsHBbDMRWVaNo6GlKbctTql0HTo12rBuGc5dixyPrXA+IwItVkATCknkCvTEcSRh1OQa818Xqf7SYjpnmufDyfNZm+IS5bnONLhBjgA/XNIXLWe4bt0JEg/A81H5bMckDr0FXrZVSNo2GRIpWu5rQ41uZU8McE86KMYbPX15FUJBhz15qTZK93uds4Xb1/u8U8rkA4+lQkaXuVvwwO1GMdenelcEncetRs+3OTyaGwR1vgXUhbazCGYBJsxP9e1d9eym5vxEpzHF+rd68c8PLLca4LdPutiTcB0I4NeyadabEG6vn8waVTQ9/Lk/Z3Zbgj2ruY1TvbgIDzVu6mEYwOlcxqN5uJANeaepFdSAJLqN8tvFyzH8h612trbx2lskEYwqjAPr71l+H9O+y2v2mQfvph+S+lbRAIrVKysYVJczAc0HikyexpM0GYp478UmfwpRyaCccYoABx3oxmlH4UdevSgBOO9HTkUHik/MmgBD1BxRRyenWk5z0oGKOOSKD60D8fzoI4pAJ3607HpSDODRggjvTA0sZooPrR+FWYi4pvQ0uOaKAExS0YooAT9aTFKeOaMn8KAEpcDtRg0DNACUD1pc5pMc980xGHqLbtSxnhQBTJDmLApt8S2pSFTwCBSM/GKwm/eO+C9xHIeIvkjNanw700f6Rqci8/wCqjP6msfxOW+7zyeBXomgWA03Q7S2xhlQFv948mtqfwmFd62NHHNcx4q1d4LKS2t1be/DEDPFdDdsVjwpILHAI7Vy2s2ku1ihA2qSTjr9Sa78HSjKXNI8vF1ZRjyxPP7q4HHGM1VDmTAZsH2p8sv7xlmQo/of5ioAVB9fSvdaPFQ/5QCSc+1N3EH0HHI9KN3zcnAxzTgiqAM5B9aRQzJ83+E+vvV6IgwKAuSr4wPcf/Wqk2FcZ6j0qxCWIZVwSSpx680mxxWo6aGMSYkIyHGR6VMbqN51RW27iFHvgmqN64RzvOHPbNZlo7rexyBspu4PpVvVEpam7LvEeG5OfTFPDlkxtHT0qlLKXxuPIOcVODwPmwPaqIBwHAbPB4p8QypVgD070HBUAk4HtzRvTG1jnsMUAWPnxkFeOm402N8vhyMfnUHmqOACeowe1NE210BXP480AXlMWATI/HXK0edkY6rnBJPSqsbbjxzj17U4MSxBbgc/KO1Ah3yE/eIweCOcVatr25s48QzmJQckjHzVQdgzgAlfTAqIox+UknnGD1pNXGj0/QNSjhEdsRxIAVYsWYk881k+MbaATeYzAFucEda5bRtUTTJVZ/NlZD+7Cn7vr1pda8S3Gr3SoAyxJ1LDBY1zKk1O50uonTsyuXQH5fl9yaRptqg7j8o6Z6VEbo4XJHTuOlSRuHJIO4kYG4V0nNbUx5Cwvi6EAM3TPUHn/ABq5LH5a89ew9a0dsMNtLLIFXgDAGOQf/r1mXMoLD1PSsr20NrXKku1c8nNZN9dCGJqt3M+MqDn3qHStGn8R65DZRA+UpDTP2VayrVFCDkzalDnkoo7/AOHGiMNPW+nXDz/MM9l7V380ywDA60yC3j06wWOMBdqhRjsBWTc3Lsxr5atVc5OTPqKFJRio9ER6henB5qpo9k2pX4Lj9zGdz+/oKoXUxmlCLlmJwB6mu20qxXTrFIv4+rn1NKCvqzStJRVkXcDHt2pQAKT1wKXOccVocoYx3/SkxR/nil75pAJ06UY5zxSZpcelABnHbFKOlNyc9aD35oAXuM0h565pOaXPegBA3OOxoNH1NBPr2oGA65oB56ZoJAANBHfj8qADr2P50Y46jFIOBjNGCef/ANVAjUFJ+mKXOTQa0MRMEUUv8qDQAlGcdqPwoHNIYdfpRxR0o7e9MQY55ox70hOMUpye9MBB+NNkcRxs7cADNOxxz+dZurTkKkKnljk/SpbsrlRjzOxmLmSZnPViSaeEyxpUXFOj+8eK5rXdzv2VjkPEjC3uUnZDIkLCQoO4Bzituz+Ille+UIbG6JcZKqAdtVtdtVlEm7oy4ritE054ImvSTmF2iUCQgnn2r08HSjUXKzzMdVdO0kep3OuW800VrEkn2n5WdR/yyz2bHerV1aie1dHUPleAK46xkt1hWWOTY5/ugAhvet+318w4jvkzjpIg7epr0vYKCSieV7fnd5HMalpltfEoqFXQc47egB7VzmoaHcWI3ozSoegxyK9etpNOud0kXlPv+9gDJrO1XSYWkLRMFhI+cEVrHENaMydBPVHj48wSFGQq/oamXGw8c+grotT00G3llFnPAAPlYlSMfga4mPUHiuGjlQlQcBl61rTqc5nUpuBqtzyCSRxz2pQZFVynDBePr1qOGVJW4bj+dWgCOOoFaNaGcXqYw2XE3mzzFnYZ2oM4PoTUtr5RZCpzgAcirLW8YnL7ckj7oOBmq9nFicMi8R53Y9e3NRGd1Y15bO5ZDb5AhByxxV3y1OCVyV9Kz0L+b5g6ZzgitFHDL0Arc59LCHBj+RyhI6mmERbwS3Pc+lSKo7hRnkHPSkdQij5AD1z2pkkZUKSxAJPfmmuwU7sk4qYkuGAOMjkYpixuF3FQeee4NAAGY8g9T2FTIzqApbDYxnFRIirKDymR93Oc1KhicgMASOM+1AAzbmXgkj2x+VC8l8A47E84qUiMkYwQpFKIkG7GCufpQMrqm+QgtR9mLZAIJB/OpzsCcHGB1xUgJHO78SOKBFb7MFABOB1AUULbBYgxwGHPIqdifkG4YOehzTQ4WPk989aRSuQT+XLGA4PORn0JHH8qxbqXdwp46Gr93M8ttIqsWY5Ax2rMjUpGEYjeODisramqdir5Mt1cpa267pXOM9h71694M8PQ6LZbQMyv80jnqTXG+BdMN5qU9265CNtX8K9UUCGPA4rwsfiHOXItke/gcPGEFPqyK7bexUVj6hiKAgd60WkGSax9RlyCCa8pnqw2KGkxCTWbYMMjfmu961w+ktt1a1I/v13BznvWsdjCt8QY560ZzQSfXNKPemZAOR3o/CjPp+VJnJ/woADwOOtIM9+1OzQfSgYnWjqMUmDx3o6HmmIMkUYz2o/lQe3Ue1IYg6YPSjAxz1pcDPHSkI79aAE60DI5oPI4pBnHWgB2fypBnuaTBzjOKU9ec/gKANPHNL0oIpMVoYhntikpT3ooATPNH4YpccUUgEpccUhAyDjml560wE/Gl/nR2pOM8U0A1nVUJbOAMmsJ5DcTtK3fp9Ku6ncYQQg8tyfpWcvyCsqj6HRRjbUkJ5p6EKCahVgxIHah32Kffis0bGbrMg+zt9K5jQoS001w8gaFMgRjpuJ5J961Nevkgh+cbkHUZ60lv5c+nxG2tY4FBzHbJIGIJ7seme+DXp4KUYSbZ5uOhKUEkjPvFls7wXkCjf0MQX5WHoff3rRstesrpWhnkWG4X70U/GP8aHhVA9w7FghAXcc7j61zd7pyXSS3F0BH82YyevvXtxamjwJJwOtmgj+R4WkXv5itgH6VNDqtzb7QTJJGxz+8XOB9a4c3uq6fGscUsj2wxhguSAOxFXU8VrJG3m22W/hKHP8A+qnKjccatjp/EOq2FxozklYZccBuv1+leVtZs9yxEitk54NdPJq1pOJ55YJBJ5ZUKx3AkjpWFHagRIWBBx27GqpU+TQmpPm1Yxoig4DZ7EVLFqBgGJMMp6+v5VLEcckbj6VHJDGzBjGBkZrVq5nexdM0M6LPCRKF5YY7fSqpm2ysw5BGMKMA+hqssJifzbdihHYdKm+2qABMuwr0IGVrNxs7lqV0Ee/GTVsfLGp55qqZ2UHlShHBA4NSQyrIuCu0Y45p8wnEtJgjJH596tQ6XfXOTBbEKTwzsFH69apIZCQEyWB7DpXaabbHUYrcPK23buLlt258+tKVTlVwhC7scxJouqW0jGWJWI5IRweKiEF2sRL20qleTxXplp4fW33Ayhg3UEc5pZdDkYEKYiMg424z7VksWupq8M+h5g0cqyIZFaMkZCuCCaR1/uYB6niu81XQm8jN0SFLLgqCduPT+tcddQPDISVcxBjtbsw+lbwqRmtDGcHDcgRJOhypHXHepmbrtBOB06ZoaRcLjOSMAZqCQeYo+X8zVEDmkYElRk+5pN7OCp4zgkntTXbb8pOAQM4phX98MvxjrQA6f92gy/QVWlYO4HUn36U6aTzMbRnacZNMVjgtgAD1qWWlqQSDYkiDg7TnB9qqyRGHe5OTt35/DNWtvnmQdMq35YqlqkyCxWON8uYkUjPSspysmzWCu0j0rwFZi28PQynl5PnJ+vNdNPJwRVHw/CsGhWiDoIh/KpZpBkmvlajvJs+toxSSRWmkwCM1k3ZLtWhOwIzWbK2WrGx0EVs3l3sDDtIv869Azk154ciRSOoINehJyi5x0Ga1jsc9bdDuOtIeh4oNHUUGI3k96dxSAClIBJoATgcUoFIMZxS/j+FACH2pM0pxSUDCg/nR2pMfpzQAvfH40Y59qOTS/lQA3H+RQRxxTs4+lNzxwMUAIAB1pcGg+uKQE4xQBqmkNBzSdBWjMAPNGMUlO60DEoo7UA0AH4Ud80HpSY70wA4pkkgiiaRvuqMmnnOay9ZmK2yxA8u3T2FS3ZXKiruxlyytPIZW6k01pcDrS9gMcVk61fx2MHmFwADzzXOrtndyo0dJnFxbNIvOXYfkadezCGPJPbNY3hW7W50ITxPujaV8MO/NRa1elYXLthQtaW1sFjm/Et+1xEIU+9M20fTvXWeHtMSy0eGNUA+XJFcTo0L6vq6ysp2KcIPQetenxKIkVRjAHFU3bQTRVlttzEuM5rN1CEw25kMQ3E7UQHLH0+grec5BGOapSxbuF5JP5V04fFyg7Sehw4nBxqK8Vqc9DAJFaZwMRKUwO7d6z5dDtZ7uNITsIO6Up1I9K6yOCK1V4kQna2BjpnvVayt2nEjKoDvNtZsYx/8Aqr2oYiLV0zw54acXaxgR+HorlpWLGI54CHIUf1NZN9YzWLBl3zoTtBVcfpXfpFblZPIfdGGIUgdccZ96oLBLLeDJYxRg/IejsfX6VrGvcxlQfU4eObAy6FfqKcZFOz5eeuAa1PGUkNrYNFFHuuS2FAGMY6kVzdlNNJbAyQyAjvt610RkpGEotF1gA3HBPOKidFZPmU9KkLgqrA4bGDVeaTIOT071TERLKlpuIICHquMj61rW/k3NqsiFJAR1FYEspbcBjaV71Tsbm5h1OJIZ9gkcAr1B/Csm7M0Suj0nR9VawtTbtEgiKnGFwxPqT1rZ067tbvIWKYLGQWOcAe+RXJxTA/Kww3bPT869B8N2CRWodBuDck5AyaxxCUY3NKDblY3bOQGBSjnbjgkZ/WrAf5juZj9KLdAqAbc/UVZUqOqivPO4q3EKSxFSp5HfNchrOkyApOR8kZwVx1H4V3RZScbT+VVbuFpYiEOG96unUcXoROCkjy5tHKYeSQxq/QkdKivtKu7GyNwiiZEBLheoX1HrXdy6Uvmbwo3DPGeD71z/AIg1N9ItnU2oZGXaCp6E+tdkcRzOxyyo21ZwwmSQqwJYsOuO3pTg4TJw3qcmsuOWSELt6ck1bikd/vAsTnAzXRzGPKPlmIjyWAGc4HNQtKWjdVU/N6mrJiV8jYQvUjHIoFuxQHhRQO9hkQEaMDn7h/lWZPaqfJVSC07Rge2TWvIRGpVuw5xWQC51fSVbIDzxhR7VhiHamzfDLmqRPbIStvp0Ua9QoUD8KyNYvRZ2xOeQMmr8hKoOeleceN/FC21/b2IQOHYGQlsADsK+YUXUlZH1fNGnG7O0Zj5S5bJKg1SZ/mxS2U5urCN+CdvJHSoypLHisn2NhJTg5Brv7Ri9pC56mNSfyrz4EmYqegFddoGqC7tVt5DiaMYH+0B3rWEW4troc1eSTSNnGaTHNKaT8KRkHtSDOaUnijmmAlH4UuKTgcUAIRnpxRzjtS0mMHsPWgA70uPejAxz07UZ4oAOnB/KkNKTkUnrwKADp9aQ47Gjv0o7+9IYZ79fWgjd/hSn2pPegRpE80Ype9JnJrQyAetFFJQAtGeeBRijpQAEc0gOKU+9HSmAnvXN6jKbm+O37icCtnUbr7LZu2cMflX61z0IZgShG84GxmwW9xWVR391HRRVveZBd3It4iW9K8h8ceIZb2c2EGcscNg9vSu48XalPa2cmLe4UY5fyzgD1z0ri/Cegtq+rLe3CExK+75u5p0Uo+8zom7q0T0rw7pw0jwpYWhGGWIM/wDvHk1yvi+4MjJaxn/WN830rs7+52oQo4A+lcNcxfbtcgXr7fjSTvK7BR5Y2Ol8J6WLWyEzDDMOM+ldKGAHNRW8flQImANoxTyMZpSd2SDPkcVA24nKnFSAc8ihqhjK7R8A96z5dPDyqfMlVN25tjYPPWtbHFIcE4qoya2E4p7oyXs5pLoThhGEAWONR8qqOgxUljFJDeSvNIzRON5BP8Q6YrS2flTHi4OBzW1KtKMk7mVWjGUWrHK6lpv2nUIgw3SuctkcKtaWoQJZ6Odg+crhQR0HrWgLNTetO5zxk5FZuuRvqK+VG2C7Ywpr26OJU1ueBXwrhbQ4610pRZ+cTJudyQu7p61rP4YBs97u7GQHYQRitSGyWOAouCc+WWJ5Pqau6tINP09SWBeMYCHrk9K6nWscvsfI85i0qa5neKPawUH5j/L60208PSjUFadyjRsNoUZ3Gt/RYp47zccBBl2PYmmXF08NzJNtVSjYGOWZj0H0AqZ4iMdyoYeUthCNyntjj8a6bw94nntE+xXEbSRhcJIqhmX6juK5yUGOV0YEEHPStLQAWvhGWSNTklm6n2Fb1Epw1MINwmek6XeTzsS1zYzRlflMaMjg+68irk980f8Aq7ZpzjIERB/rXEXEU1u6NGX8zrmM7ce30qzBqc0VxG93B52VwjKoBH41wSoP7J2xrR+0dIuq6k7kJo7ADu8wFK1zqz/8u9nDnpvlLH8hWY2vworIltI0mPulsCqL+IdV3LHaW1hCTk5bdK2PXnFYexqG/tqb0VjdIuXfbLdKSe0MBx+ea5/xZpRfTHMpaVhyOMfkBSTar4jeMltUgiXpmK3Gf1rC1zXb+HSZopbqe7Z2CDzVAA/2hgVtRpyjJNmNWpFxZzwtomG4rgDjpSJCkBxndg5/CoYpsEcEhuSD61ZLnadq444zzXpXOBIkM7KnAxkfpUTyfMQckDr7UgCspwWUEdDUTMcBQACRwRwTSuFiBiTKw9ex5qvo1u994z0+PqsB3nPsKn3Msq4XkHueKu+F3jHiy4kA+4gUfXvXDjp8tJo9DL6XPVVz0e+cLEQDzXgfi6Q3Wq3LgEky7R9BxXtVzcGTeOc9hXlHiKy8udFAwzvvBx715eCt70metjvsx8z0TwkhPh+FXyCBjB61dk2I5UkDvRo8bW2koW25K54PFZ12Wldj0FefJ+8elHZIWGOW6uykXVjjgZNXBpV/odzCVZiM7kkHP1U+ldH4Z0xLWxS5df30oyM9l7VuEBhhgCPeumlU5NkcGIj7R+mxFbSrcW0co6MucVL2pVUAYAAA7UHrWTGNPT1FKCKO/v6UY+lAw4FJ170ufSg0ANxg9aOopTz2oIHTNACAds0Y59KMUh9RzQAqjg4pD9MUuSfSlI755oAbjml9KPpR2oAQ0hBA6U7A7Gkx+BoA0qPwpaTNaGIHr0pO9HegUDFpaaDS5piA0dqTPakPA+lIZzuvzl76OAH5UXcR7msm7uEitWZyAB61auyLq9kk7k/pXKeNLwW2nGFeCw2iua/NI9GlG0UjkdW1C78QauLK3nl+zAhQm87Tj2r0Hw9pSWdtDbxjO0cn3rnfB2jeXD9rlX536EjoK7u2TypExxg5rRu7sKWibKuuaa8FpvWVCPQdq5vw3Y/aNTmuyMrEdqmtzxbqTPZLDB99228dhTtCtfsumxpjBPJpzSTsiYSbjqadRn71OYnNR8k1DAeWwaaeaQkCm7qkodSH9aTdSE4oQD0zj2p2cUwHA5pm7PWmArkMCDVV1SKI7D+9LZzjoKlLelVpXOOQKqM2tiZRUtGQzOI44JIdonUMGyvHPSsq+nlnnM0qgsQM9xkd6vyNnJrPnHUmtfbT7kqhBdDPe+ngjlWNVBc53d1+lYixSy3iBSWkLjBPc1q3PIPNJose/WYDjIU5OauE3OSTZE4RpwbSLmp2NxHL5rISGxuIqqkhiZWVj8pyD713clvGwUSbRuP3aytV8PwTL5ts3lyknAHRq+lhUjZJnyU4PmbKlv4nfzsXsSujDDOv6cVfj8R6a0Qd7gJk/dccjFcfcQTWrsk8RTHHI61WZlYBdpOT9at0k9hKpbc7hNZ0t2lJuYBIVO1g3O00z/hJ9GgkSI3EeCMbl55rh/JhEgHlg9+RThBDjhVBxxxU+x8x+1Rua141idDBptu7uwALuMLkHqKyrzXZdRhaH7MsSb1ZWLEniq6xx52gHinYQFdp24PWqVOwOpcfGWEYLADPfbT/AJghY4UHvUSvlcZJ54xzVhbSe7TEdsxGeWYYFVYi45SrIGLdcd6q5BfYvIU8jPNbdroU7REyOoA7LzVu30WC3y7ne4OPmP8AKoc4opRbOXS3nup1jSM/O20ZGBXT+G/DXl6tI11uR9uDsOeatN9jtrxY2fYpTcG64PYVa0zVzM7TSKA4bbhepA715OLrwmrI9nA0KkHzsj1w2+jtvlnYqzAD5ea5G2+y+JdYO1SYIUKnjBJJ/wAKm8a6n9ouJ5dzGNBhM1J4N08WViLmTh5fnYGvP9o4QaXU9f2KnJSl0OsuGt7eyihUPEQAuEAZTj2PSn6NpsWo6gW2P9kiALBzyx9Ky/3up3ywQKWLHAH9a77TrCPTrNIEOSOWb1PrXOl1HUlyrlRZACgADA6AU72pPejpVHOFFFLxjrQAlJnHGKM0AZB/WkAHk0g9qX6cGlUD60wGjp6etL2pcGkIx0oAPwo7Ud+KOBQA3IGc0c9aXAJ6c0hBHNIYdOMijIx/Ok2mlHegAwKPwoIGaDwOKANLFBFfHP8Awmviv/oZtZ/8D5f/AIqj/hNPFX/Qzaz/AOB8v/xVdv1d9zh9uux9i4oxxXx1/wAJp4q/6GbWf/A+X/4qj/hNPFX/AEM2s/8AgfL/APFUfV33H9YXY+xKMV8d/wDCaeKv+hm1n/wPl/8AiqP+E08Vf9DNrP8A4Hy//FUvqz7h9YXY+xcY5qpqMxhsZGH3iMD8a+Rf+E08Vf8AQzaz/wCB8v8A8VTZPF/iaVdsniLV3Xrhr2Qj/wBCoeGdtwWJSeqPpO1cMZpm6A4FcDqUVx4g8XC0b/UQDe5Hf0FeSjxNr6qVGuakFPUC7kwf1qKPXtYhkd4tVvkd/vMtw4LfXnmoWDkup1/2jH+U+m7S1WJVQLhV4xWgYhsPrXy2PFXiIdNf1QfS8k/xpf8AhLfEn/Qwar/4Gyf40lg5dyJY+L6H0fcaTFcXSTSOx29F7Vf4VQAAB2xXzB/wlXiI/wDMf1T/AMDJP8aP+Eq8Rf8AQf1T/wADJP8AGm8JLuJY6PY+nDweTURbBr5n/wCEp8Q/9B7VP/AyT/Gk/wCEn8Qf9B3U/wDwLk/xpPBy7jWPj2Ppdj70zOa+a/8AhJ/EH/Qc1P8A8C5P8aP+En1//oOan/4Fyf40vqUu4/r8ex9K9BxRmvmr/hJ/EH/Qc1P/AMC5P8a+gfDk0k/hnSpZZGklezhZ3c5LEoCST3NZ1aDppNs2oYhVW0kameetMZ8ZpcgfWoZDmsTpuNZzg81VkfPFPd8E1UmfihDSGyShciqM83FLI/XJqO3tp9Qukt7aMvI3QDt7n2qrXG2lqymltPfXSW1uheRzgKBXo+g+ErXS7TM6iW7cfO/932FXdB8PW+iwZ4e5cfvJMfoPQVsYzWkVY46lTn9Dnr7SpUkV4huCgYx/Ws6YSQvgxldgyC1dif0rlfEcskeqxeW2B5XzDsea7aeMcPj2OCWCVR+7uZrWv2mKVLmOJm34A65HYVmzeF7SYFkBjc9djcD6VpykyrvbI7FR34602e98hEjto3eR2Cs8i4VF7/Wu+GOp2vzHDPAVOa3KYjeFeN63T4I4G3NR/wDCKSMAFuiCSMfL0rcmmlWZdkhYFtzsF6AdBS3NyHlLKkg7fd6+9X9fh/MR/Z9R9DGh8JqsmXmlds9mAzVuDQbCIuGjDbejFsk//WqxdXLy25jSNwSw68cCoPMmQpsUfIcjeM1lPMYdzeGV1H0LsNhb28ojS3ByRwoBA/z608SQpczEtGIVG3JcYLZ7DqazJWnlYtJI3PUKcCqxjAPSuSpmTfwo7KeUq3vM05NQtYi/lBpQzDaBwAB1qjPqUrYWFBGFYtnqSagIFMNck8VUn1O6ngqNPoMILEs5JY8mmqpTLKxB9RUgwT7Ukg444rC7OvS1jndStm1C9gsl6E7n+grrD+6gjhA6ADArI0mAzazcScEqAozXe6BpEb3H2mf52jOQOwPb64pt82gpyUVc0dA0cafbiaVf9IkHP+yPStnrR2o6DpTOJtt3YdBRjPXpSn8qTHrQIQ0hGT6U4n0pACR1oGN46Uv0FOGBSY+tIBOfpS9OlIeBRg460wEJyOOtKOaXHHHNJxnigA4oI55oajJpAGMHiggUnVRQeO1AC47U3pTgBzTSPQCgAoxil+tIaAPi6iiivXPICiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+kvDBH/CKaNg/wDLjB/6LFfNtfRXh2YJ4W0f1+xQ/wDoArjxm0TvwHxM2HfBqAyHcfSmNKecnrVV5eTzxXCepYdNJkmqE02KSafkgUyysrnVr1ba2Qsx6nso9TRa47qKuwtLO41O7W2tkLO35Aepr0rQ9Dt9FtdiYedh+8lxyT6fSpNG0a20a1EUIzIf9ZKerH/CtLFbRjY46lXnfkIOaOnWl5FH4UzMbnnmuR8RNu1gf7MYFddjNcZrjBtcl/2QoqKnwm1H4xkYzg4qdVGORxUUXTmpgxxWB2WF2Aj7oprAYwcU8sMVE5yOKEJkchXGMCqcgVuQtWJGx6VVJp2CxBIMAmqj4zVqQ571TkI5zSGRk4FRZ55pWPFR55q0BIvNSEAimKRTlVncKvJJwBTJbsb/AIW8Ox3NtLcysVzJgFRy3412ltbRWsIjiBAHr1NR6baCy06C3A+6oz9e9WversccpczuJjNBHFL/ADoPNOxA09OlAFO7UnT/AOvRYdxNtGPwpSRmjPbrTsK43OQeKKXPUdKQED60rBcSil6nigjiiwxMZ6fnQemDS4pOD9aAAe/NH1o6/hSkZoATt2pvX1pehp3FIY0DrzSE0pGDzmjr2oAYMmlJwKU/SjFID4tooor1zyAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvfvD748M6T/wBecP8A6AK8Br3bQz/xTel/9ecX/oArjxnwo9DL/jZqSy1UlnwMZpJCeeaoyk4PNcB6poaZpt1rN75Fupx1eQ/dQe9enaRo1ro1oIYBlz9+Q9WNM8O2sFto1oIYlQOm5sdz61qdzW8YpI4atRydhMegoIpe9LVGQzFLjFKOlB6UANxzXCamd+sXJP8Az0xXdnqK4O+/5CVz/wBdW/nWVXY6MP8AEyWPO0CpVYkVCnT8KkHSsDsHMajZuOac3QVE3Q0wIZDzVWQ1Yl7fWqr9DSQELn0qq/OasN0NVmNMCBqTHNB+9SrWiEOXpW14Ysftmso7DKQje39KxR1rtvBKKLS5fA3Fuv4VUdzGrK0TqKbg0pp3etDlGjPNB7UvejuKBDTgUhBI46U496Q9qAEPFIAfSnHrQfu0DEpMCnHoKQ9TSAOMcdKBR2NApgBGTmkxg8CgdaD/AFpWAOvAo5xR6UHpQMaBQB+lK3alFIBuM+lL9BR3H1oPf60AIR60meKce9NHSkB//9k=", "path": "030430.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.
030431
Women Tops & Tunics
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"path": "030431.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.
030432
Women Tops & Tunics
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", "path": "030432.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.
030433
Women Tops & Tunics
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", "path": "030433.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.
030434
Women Tops & Tunics
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"path": "030434.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.
030435
Women Tops & Tunics
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", "path": "030435.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.
030436
Women Tops & Tunics
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", "path": "030436.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.
030437
Women Tops & Tunics
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0+WXZK9vUt0tV4m2sFPQ9PrU9enh8RGvTU4nzuOwVTB1nSn06913FzSikorc4x1FJS0DClpKKB2HCikFFAxaKKKACiiigBc0ZpKKAFzSUUUAFFFJQBy9FFAoPDHUopKUUDCiigdaChaUUlLQCClpKWgYooFIKUUDHUUUUFDhSikFKKBhS0lLQMWlpKWgYopRTaWgdh1FIKWgodRSZpRQNCjrTiMdcCnRjALfgKU9K8fHZm6FT2cFfufX5Nw7DGUfbV5NJ7JeXXU5bxzciHwzMobHmsqHB7ZryG4uS7hs5x0r1D4jRO3h/eg4SZS30OR/UV5R5fy+9d+BrvEUvaSVme3HLqeXp0qbbT11L0NyUtWkY5bPWs2V2mcHuTV8QqbVUyAXYDGag2LHKfL+fDbRiu0LNjYoVMyquTwMk16Bo8PlWisOqnmovDXg+HUdLivp5ZY5ZSWXZjG3PHH4GuvtvCyQ7v9KYqR0KCvIxGPo8zg3qj1sNhJwSm+pYsX3RKwPX0rREuBg1Vs9Ia1XabjcueyY/rV5rVGUDew9wBXC8XRXU7eVjVmQ5UHJqIq0j4Ck/0q3HFHGoAGT6tzTz+lYzx8UvcQlTK0NssZ3E5b19KeVzxipaK82pOU5c0jaNloisYAT0606OGOPLJGqs3UgYJ+tTN1pq8rU8zWw3qOAp2KaOOKkXpSQmN25FSxvuGD94dab2piMRKvvkGvUyvEOnW9n0kfPcQ4GOIwzq/ajr8uqLNFJQK+oPzodRSZpaQxaKKKBhRRRQAtFJS0AFFFFABS5pKKAFzSUUlAC0UmaKQzmKWkpR0qzwhaUUlKKBhQKKBQULS0UUAgpaSloGKOlLSDpS0hi0UCigoWnCm04UDCiiigY6lFNFOFAwpaSloKQtLSDpSigYU4UgpyjuRwOg9azq1I0oOctkdOFw1TFVo0aau2SjCque4zimNKRxszTwpJyeTSkgd6+Mr1XVqSqdz9hwOGWFw8KO/KrGHr9qmoaPeQY5aI8H1HI/UV4mJIw5Zl49K951WaK20+a4YgCNCxJ9hXgUnykM4wGP5V7uSOXJJdLnNmVvdfUr31wGlUpkDHSpNJja71Kzs2Y7JZ1QgehPP6VDLbs0Xmds4re8A6dJqHjC0aMN5VsfPkI6ADp+ZwK9utNU6UpdkeZTTnUS8z2y2gWKJY0UKiDaqgYAA6CrajjFCgAUtfBvV3Pp2wooxS0iA7UUUUDEopaSgBKRBinUUhgeelN3Fad9KaWYdVyKYkSI+6k585T2BqLzcHoRUm/evHUc1thqnJWjJ9GcmOourhqkF1TRZopAcjPrS19qfkrVmFLSUtIEKKWm0tAxaKSjNMBaKTNGaAFopM0tIYUUUUAFFFFABRRSZpAczS0lLWh4YtKKSloAKBRQOtBQopaBRQCClpKWgYUopKWgYopaQUtBQtKKSlFIYtFJS0DFpRSUooGLRRRQUh3alFNFLQNC1aRVESk+maq05yxCgHsK8rN5WoL1Pq+EaaljZPsn+aJWL9iBUeO5OaQRufvNXLeNPEz6BbJa2nN7cKSGP/LNemfr6V87QozrVFThuz9HqTjSi5NmX8RNa8qGLSon5kxJP7L2H4nn8K83dDdn7/Q9KmuZpLhnllZ5JG5d2OST9arAEHch+XGc19lhMMsNSVNfM8DEVnWnzMmkmG6O0WLe+doUfxE8CvZfCPhuHw5pQiwGupcNPJ6t6D2FeU+FLU3nirTnk5UzbvrtBNe7JmvJzuvKPLRWz1Z3ZdSVnU67EgopKWvnj0haKM0UxBRRRmgBKKKKQBSEhRkkAe9LUcqqw+YZxQUkPBDfdIP0pwY9DzVEwlSJIjt9QKnSSUD513D1FK43DsTlFPUUzy9pyOlOR1YcGlY/Ka0grySRlUlywbZMp+UfSlFIBgAUCvt1sfj0ndsdRSZpaAClzSUUALS5pM0ZoAWikpc0AFFGaM0DFzRTc0UAOpuaM0UgCiijNFwOapaSlrQ8MUUtIKWgAooooKFFLSUtABS0gpaBhSikpRQMWlpKWgoUUopvelFAxaWkpaQxRRSCloGOzRSUtBSFpRTaUUDQ6rCAPGp7jiq1So+1Gz2wa8/MqfPh5eWp9Bw1iHRx8V/Ndf18yViAuTXlXxHjZtYtrjrG0GxT6MGOR+oNekzGWXj7q1zfivTo7nQblWALxDzUPoR/9bNeBltdUsRFvZ6fefqGJoc9CSvrv9x5I75XygwAxz9ajZiAI0PB4qa7txGeDn3rrfCvgiXU9t1qKNFacFY+jv8A4D9a+tr4inRhzzdjwKVKdWXLFFz4faPLLeDUJIykFuCkbf8APRiMHHsB+tenKKit7eK2gSGFAkaABVUYAFTV8fjMS8TVc38j3qNJUoKCFooorlLCiiimAUtJRQAUUUUgEqKVsCpagn4UmkXHcdbncpqQLt6dKrwNz9atEd6FsEtGJtVuo59abtkDbSQVPAJp/Sl7p/vV0YWKlXgn3RxY+bhhakluov8AImFGaSivs7n5KOzRTaWi4x1FIDS5ouAUUUUrgFLxSUUXGLRSUUXAXiikooAWkoooAKKKKQHN0tFFanhijpS0CigYUUUUALRRRQMUUtIKWgaCgUUUDHUtNpw6UFBQKKKBjqWkpaBhSikoFAxwpR0pBSikUgpaSlFAxaki5fB6EHNRipIj8xz2U1jiXajP0f5HflibxlNL+ZfmgkIVT/ePSuU8Y3Ys/D05b70zLEo+p5/QGupOZGyaw/EWk22s2otp921W3KynBU+tfH4WUIVoznsmfs84ylTlCG7RzXhHQoL9E1C7jEnzfuUYfKMfxe/tXokcYjUKowKztD0+HTtNgt4iSkS7AzdT7mtStMXiJV6rbenT0MqVJUoKKXr6iilpBS1yIphRRRTAKKSloAKKKKBC0lFJmgYVFKu4Y9akzUM5AgaRjhVx3qoU5VJcsVqDnGGsnYREKEVaU1VWUhc/eX361Ks8T9Hx9eKdSjOm7SRTfNsT7RTSMSL9aVWBGcj86TOZR7CurAR5sRE8fOqns8DUflb73YlopuaUGvrD8wF70tJmigYtLTaWgBaKSjNIBaKM0ZoGFLSZozTAWikzRmkAtFJmjNAC0lGaTNAHPUUCitjwhwooFFIoKKKKAFooooGApaBRQNC0opKWgYU4dKbS0FC0UUUDFFOptKDQMWiiigYtKKSgUikOoo7UUDQtSRjIb6f1qOmzXBggO3GWIFc+LjKVGUY7tHr5HFPMKV+/5ak7sqqV3DPfmqFyA2cEfnVJ3bOSx5qjdzvkBJnX6HFfN/2bP+ZH69Cqou50dl/x7qDVoVnaTKZbBGY5bJBPvmr4rgnBwk4voOTu7okpaaDS1JItFHaimISiiikMXNGaSigApCaU0w0ABNZ2vMYtGcg4JdB+taA5YCs3xM2NI+sqfzr3cpoWjKq/RHzGc4z/AGuhho9039+gWbl4FBOeKssoVeKp6dzEv0q9JwpNdLPonozNup5YY2Mb7W7HFbtupWFCxy5Ubie5xXO3eWZVH8TAD866UDAA9OK6MNShG8klc+P4qry9yknpq2vusOopKK7D44dRSZpc0DFopKKQxaKKKBBS0lFAC0UlFAxaKSigBaKSigAooooA58UCgUVseELS0lKKCgooooAWigUUhi0UUUDFpRSdqWgYUtJS0FC0UCigYtKKSigY4UUlLQMWjvSUtIpC0tJS0DQCqt83Ma/U1aqndnNwB6LWVd2gz6Dhqnz4+L7Jv9CpIMrk9qxriQLKcnitm4bERrmL1y0uBXDHU/TTp/Dc/mW06f3JP5it5TWD4bsmgsGuG/5bMMfQZ/xrdTpXg46PLWkjWlOM4XiSClpBTq4yhKWiimSFGKKWgYlFFIaBAaYx4pTTW5OKEm3ZDlJQi5PYWMdSayvExxpSj1mQVrjgYrG8S5Nnbr2Mwz+Rr7KjSVKio9kfmlLEPGZsqr6yVvRbCac2Ilq/I3yVmWPCgVpSD93XBJ6n6O9zNUebqlvH/t7j+HNdFnNYWmrv1d2P/LOP9Sa3K9GirQPz3iOrz4zl/lSX6jqKSitTwBaKSloGLRSUUgFozRmjNAxc0UmaM0CFopM0ZoAWikooGLRSUUgFzRmm0UAYVFFFdB4YtAooFAC0UUUhiiikpaBi0UUUhoXtQKKKBi0tJS0FAKWkFLQMWikoHWgY6lpKWgYUtJRQUh1KKbSikNC1Tcbp5G98VcqscbSe55rmxL0SPsuEqV6s6vZJfeUblcoRXOzQs1yOK6OU5BrOVU+0BmwFXkk9hXLT3sfcV5clNy6JHVW8Qi0+OJeihQPyqQKQK85/4WObfWpVMPnacPlULw3H8Q/wrqLTxx4eu1H+nrA392dSh/Pp+tedmODr+1c1G602ODKa0Y4ZRm7Su20/NtnQDrTqpQanYXXMF9ayg9Nkyn+tXFO4AryD3HIryXTnHdWPXUovZjqKMH0NFTZjCiiiiwgpKOtB6UMaGmkA5zS49aD2rty2n7TERv01PHz7EOhgJtbvT7/+AANZGvnMVqPWX+la9YviFiq2eP8Anqf5V9TU+FnwWS/79T9f0IbZtsqrW0yZgJ9qxLVS9yrelbUh2wke1eYz9QbK2kp++upPVgv5Vp1R0wYtmb+9ITV0V6cNIo/Lc1qe0xlSXm192g4UUlFUcIuaXNJRQMdmim5paAFopKKAFopKKAFopKXikAUUUUDCijNJmgBaKSigDDoopa6DwgoFFLQMKKKKQwpRSUtAC0UUUFIWiiigYUuaSlpFC96WkFGaBi0UUCgYtKKSgUDHUUlLQUhaO9AopDElbbGx9sVEy/uxilmOdiepyakCfLiuDEyvOx+k8MYf2WD53vJt/LYoTJhCcVyHiq/+x6e0EbYmuPk46he/+FdrclYomZ2CqBkk9hXkGv6j/aWqSzqT5QO2MHsoqsLT5pX7Hs42soU7LqZRGDSd6CeaTNeqeCHfPf1qWO6nh/1U8yH/AGZCP61FRUuMXuPma2LqaxqcQxHqV4g64Wdx/Wp18S64ihV1e8wP+mpP86zKSk6VN7xRSqzWzZq/8JPrv/QXvP8Av6aX/hKNd/6C95/38NZNApewpfyr7g9rU/mf3m6vjHxGrA/2vcnHY7SP5VOvjrxGrAnUScdmiUg/pXOUoqHhaD3gvuRSr1VtJ/edM3j/AMRupX7ZGvutugP8q7rwPrN3rOlXEl7L5s0U2zdgDjGR0ryACu/+Gd2qXV9ZFvvosqj3HB/mKn6vSpq8IpPyR5+bTqVcNJSbdrM9IrD8R5b7Go7yE/pW3msfVsSX1smM7VLfnWVT4WePkUXLHw8r/kPsYiME9qvTnERNJbR4UU27bbGa8vdn6Yx2mHNih92/nVzNUdL/AOQfET3yf1q7mvVitEfk+Md8TU/xP8xc0ZpKKZgOopKKAuLS02jNADqKSikNC0UlFAC0UlFADqTNJRQMWikooAWikooEYtLSClrpPDClpKWgYUUUUhhS0UUAFKKSgUFIXNLSUtFhhS0lLSGFLSDrS0DFoFFFBQtApKUUhi0tJRQMWjNFFBa1ZETm4+gxVkcLzVSL5pWbtuqeZiIzXlVNZtn6/gaXssPCHZL8jk/G2qrb6W9sp/eT/IMdh3rzBmyea3/FWofb9ZlVT+6h+QY9e9c2zFTyMivUw0OWB52Mqc9T0FJpppcgjINJjiug5BM0ZpDRQIcCaXNMzSg0AOpQabRQA8GnDpTBS7gOM0DH1reG9QOmeILO5zhBJsf/AHTwaxN/PFKk7RypJx8jBseuDmk9URVipwcX1PogHNY0583W5B1CIq1qWs63NpDOn3ZUVx9CM1kWx8zVrxv+muPyrz6+kDy+GoXxrb6J/mbcIwtUdRkxG30q+OFrG1Fy/wC7Xq5C/nXBFXdj7yrNQg5PZGpYrssYF/2BVimINihR0AxT816h+TVJ883J9QozRkUZoMwzS5pM0ZoGLmjNJmigBc0ZpKKCkOzRmkopBcdkUmaSigBc0ZooyKACikzRmgBc0ZptFAGRS9qSiuqx4Y6iiiiwwoooosMWiiiiwwoFFFIELSikpRQUFFFFIYtLTaWixQ4UUgpaQwooooAWlpKKRSFzQTgE+gzRTZDiJ/pSk7Js68FT9piKcO7S/ES2X5RVfWboWenzTE/dQn9KuQj5BXHePNR8rTngVsM/y15tOPNM/XKklCDPNJZGdmYkksSx/GmZpuc0pr2UrKx8/J3dyNlxypwaXewHzLx60P0p4+6KYhhYHpRSbATnp9KT5s8DI+tAh3WgccU3BPU4pQnqTigYpYUAnt+tKwAXimrksKAHheeSTS4APSigUAIab1pTnNFAHtngu8F74TsGz80aeU31U4qTTRuurp+zTt/OuY+GF7m1v7Jm/wBW6zKPYjB/UV1WjKTFvxjcxb8zXnYvRWMMio8mNq+n56mtI22MmsiIefqka44TLmtC8kCoR7VV0hNxnnP8R2j8K5aCvM9jO8R7DBS7y0Xz/wCAaeaWkor0D82FopKKQDqKTNJmgB1Lmm0ZoGOopuaM0AOopM0ZpDFopM0UDFpM0UUALmjNJSZoAdmkpM0ZoAyqWgUV2Hhi0UCigoKWkpaACiiikMKKKKQ0LS0lFIYtFJS0DClpBS0DFooFFIYtFAooGFLmkopDHU2T7uPUiloPVfqayqu0GezkFP2mYQT6Xf3Ic58uHNeQeMb9rvV2iB+WP+desX0gEYTPJrw/VXL6vdkn/lqw/I1jhI+9c/RcdJqnZFVetL3pqcmnGvRPII5DhaeeBiozy4HYc08mgBob5qcUBOajqVDkUAAQdaU8ClprnAoAjY5p0Y5pmakQUgF70LR3NID81MBTwTSUrU3pQI2vC2qvpWuxuqllnRoGUH16H8DXselx+XaIvoBXivhyA3PiG0XGQrbj+Fe5W6+XbD6V5uNeqR6mXUormqJav9CjqUvynFXbSLyLWOPuBz9az3X7Rfxxnpu3H6CtXNTh42Vz57ijE81SFFdFd/PYdRSZozXSfJ3FopM0tIYtFJRQMXNFJS0ALmjNJRQMXNJmiikAUZpM0tABRRRQMKKKTNA7i0ZpM0UCM2iilrsPECiiimUFLSUUgCiiloGFFFFAIBS0gpaRQUtJS0mMKKKKBi0ZpKWkMUGlzTaWkMWiiigYopuR5yLntS1Wlk23QB6FRWFf4D6ThdReOu+z/QfqULgLIoJ2kHivC72QSX9y4PWZz+pr6BSQPGOa5nxB4G07WA9xbqLW8OTvjGFc/wC0P6jmssPUUZWZ95i6MqkdOh46hy5p7dKkuLSfT9QntLlNk0R2sKjfgV6Cd0eM1Z2YxOWY0riljGE+vNI1MBlPQ1HUiUCH1FIeQKkPSoc5Yk96BjkG41KBg01BgU7OaBCCm9Hp1Mbg5oGPbkUzPFSds1CitNMsUaszMwUADkn0FIErux13w8smudakmK5SNQM+5r1yciKD8K5/wdoP9haWkU+PtD/PKfQnt+Fa19NlTzXj4mfPPQ9/DUvZ0knuQ6eu64llPYbRWlVLTlxbbv7zE1crrgrRSPzbNq/tsZOXnb7tBaKTNLmrPPCiiigYZozRRSAWjNFGaBhR2pKKAFozSUUgFzRSUZoGLRSZpc0AFGaSigBc0ZpM0ZpAZ9LSUtdx4oUUUUDCiiigYUtJRSAWikooGhRS0lFBQtLSCik0MWiiilYYUtJRSGLS0lFAC0tJS0igqtfITD5gHKc/hVmkIDKVPQ8GpnHmVjswGKlhsRCrHo/w6lS3uMx1oRy/KDmsFGMM7QMeQcCtCJzJGVztYdD6V57jZn65TmqkFKOzPOfiK0SazHNjBdcEgelcczB0G0gg9MV6D44ijuNLWd1Amim8txXnixBJcrwD1FejQd4HkYyKjVdiXotMbmnnpTG6VqcgynpTKkTpmmAjnC0xFJb2okOXx+NSLhVGSM/WgBSKBSFwe4pN2OxP0FAx2aR+lKNxP3cfWlHegB1sj3EqwohMjMFVR3J6V6z4W8F2uhql3P8Av74j7zD5Y/8AdH9a4LwVEJfF+nqRkByx/AGvaHfjFcGLqSXupnpYGjFpzaGHCqTWXdEuwVR8zHAq9NJxjNY/2pn1yxt1I+Yu5+ij/wCvXDSjzSsdWPrOjh5zW6TN2JBFEqDooxTs0UV6R+USblK7FzS5ptFADs0U2loGLmikopDFzS5puaM0ALmikzRmkAtFJmigYuaM0lFADs0ZptFAxc0maSikAtFJRQBTFFFFd54oUUUUDCiiikMKKKKBhRRRQAoooopDQtFFFAxRRSUtBQUUUUmMKUUlFIYtFFFIBaKKKBmXqseyaKYcFuCfcdKm0+ZJZeRhuhFS38JuLGWNfv43L9RyKz4UdHtrofdf5HHTnGa4q8bSufpXDWL9vhPZy3jp8uhgeK7LzvEUunFsfbYhLCD08xeP1Feb3DSW7n5Q20kMK9S8eWcz3NhqUaFRB9yUH+LrXBXdhcXEk1yqx/O5YoDzz6CuijNJWO7GU5Sd0jIS4jlHDYPoacelNktFV/mQqR+FBSRR8rbvZq6Lo85prcTvUg4WqhuQDypB7inC6aQhVTH40xEgXcxJPWpljQDhR+VRrGx/ix9KlCAd2P1NAxcKOwoyDTwox0FJQA3rUttaPfXcNsmd8rhFwe5NMFdd4B07z9Vk1B4y0VqvBxwHP/1qicuWLZpRhzzUTrYtK0jwlHGbaJftcg2CR2y7n0Ga6CJmMCl/vY5ryjVtcl1bxvZyREvDDOscSg4Dc8n8a9cKKsOScV5leDVm+p7dCcXdRWiKF0+1Dg8kVy1tqAXx3ZW+ePJdSPdhkfyrobti8TSL91jha86a9jh8dRXMbh0SdAWH5H+dPCRu2zjzn3sNKPdHrlFJmjNdZ+Yi0uabR+NIQ6im0uTQMWikzRSGLRSUZoAWikzRk0hi0UmaM0ALRSZoJoGLmjNNpc0ALmjNJmkzSAWikzSZoArUUUV6FjxgooooGFFFFIAooooKCiiikAtFGaKBoWikozSGLS0lFAxaKSloGFFFFIoKKKKTAKWkpaQwrIu43i0u5jPWFxNGSeoBrXqKeBLiMo3HoayqQ5ke5keZrA125/DLf/Mzb8f214dMcDK7phxjnI9q5vTtIWcDPHPNX4ppPDGohGX/AEORvwTP9K2Xjhju1uYGDRXHzcdm9K45Xij9NpzhWipwd0ygPCWnTLmdGb8aa3gjQgp/0Rif+urV0CNkU89Kx9pJbMp0oPdHnOq+CdNDkwxyoP8AfJrH0/wlFc308SzyRrHgZKg16deRAxseM1g6NDi4uZMfekxn6VrDEVLbmU8LSetjOh+HkT9dSk/CIf41dj+GVsw51Sfn/pkv+NdXbR8ZrTiXih4mpfcX1Sj2OHHwrhdf3eryA/7UA/xqjP8ACrVI8mG/tZV9wymvVLdcCpJDgU44mp3M5YWlfY8bg+HeoG9SK7uLeCE/elZwAK6mK0t7HQTo2mmXyW3eddsNrPn+7/jXUXIVgQygj0IzWLqEnGAelJ4iUlZmtPCwjK6OMsPCsFt4k0/7PLK4WTeQ2OAK7/UVdyIIycn7xHYVlaErfbbq6dMIihEc9z3q9c3bCGZlC75SFVm7Ae/alOTm9S1GNNNozb21u9Rje2tphCCm1WYZ2joT/hWdp3w7sbV0kubuadlOcAbBn+ddXbIQnmOoDuBkeg7Cp666ScI2Pz7Ns3q168o05WgtF/mKOmKKSlzVHhBRSZozSAXNGaTNGaAHUmaTNGaQxc0UmaM0DHUUmaMikMWkoyKM0AFFJmjNAC0UmaM0hi0UlGaACikzRmgCCiiivSPGCiiikMKKKKQBRRRQMKKKKBhRRRSGhaKBRSGFLSUtIYUd6KKBi0UlFAxaKKKQwooopMYUUUUhla/sINRtzDOuQRgH0rN01WhsP7NuwRLbNiKQc7gDwG/DvW5VC8XZcK4/iHP1Fc9de7c+v4YzCSq/VpvR6ryfUsxdBU3aq8ByBmrYHFeaz78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", "path": "030437.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.
030438
Women Tops & Tunics
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", "path": "030438.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.
030439
Women Tops & Tunics
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", "path": "030439.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.
030440
Women Tops & Tunics
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", "path": "030440.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.
030441
Women Tops & Tunics
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", "path": "030441.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.
030442
Women Tops & Tunics
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", "path": "030442.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.
030443
Women Tops & Tunics
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", "path": "030443.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.
030444
Women Tops & Tunics
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", "path": "030444.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.
030445
Women Tops & Tunics
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", "path": "030445.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.
030446
Women Tops & Tunics
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"path": "030446.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.
030447
Women Tops & Tunics
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"path": "030447.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.
030448
Women Tops & Tunics
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"path": "030448.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.
030449
Women Tops & Tunics
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", "path": "030449.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.
030450
Women Tops & Tunics
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zIp+WT9axWa0Yzta5cqMmtDdAVBgKBTGA69qzFv7nH38infb5s5wp9q9CGb4c5/q1QtyRK3OKoXOnpIpO0f1qQ38pGdq1E97cdmUfhVyzfD2EsPUuZ/n3Ng2HBlh756itG3uIbuLzYGDDoR6Vk3qNMrGWVvzxXNzT3Gk3Pn2LcjqpOQw9682pmlGdTljFnbRw05I9AjleE5B47irFnfCcTb9gEbFQVrlLDxXaX9m5Y+TdIpLROev0rSs1e30yKNifMf5nOe5/yK2njnTs4sieHd7SR0iMrqCrAj1FO6msuKXyVCqenWrsV2j4B4Nd+HzGnU0lozjnRaLIFKOtICDypzTsZNegnzbGNhCcmlpMc06mAUUUUAMIpp61IetNIoAaOtcs17uYhUC564rqR14rkvsdw7tlc9SMVcBEhmeTkDA7VYQZQEhdp64qulnONyjAx/eq3Hby5WMMmep5qwHhGQYAQp7mpJJFjT92yZUVGqIhJacADrWZNPEZgu/BUcnHWkwLsl8XXJcKCMHFZkl6AzbGG31qtLchJGZdxHv0qOMebnKEHrntUgI+9zlpOAMgrSaerf21ZFTuAnQ/+PCnvEojZVbJ6k1JoUDN4isQxGFfP1wCavoTI2/EtpcXXjPSGt43ZktroFh0XdGVBP4kVr+HNHTS/DVnYPbLGyxYlizuG5vvc+mSabI2zxrZfNxLYSDGepDIa38isLFtngnjbwZceHv9LQW4sTOwjSIYMYYkgbelW/hIc+L5wef9FPv3rsPiqm/wzLnoGRh+B/8Ar1yXwmVV8XS472zfzqI3d/IbVj2uN1dcjuarX11HY2U93KSIoULvgFjgcnA9azLLVUg1C50y5bbLE+5Cf4kPIP55Fa0hiniaJwrxuuGDdwaXtI7Bys53wt40tvFM9zFFaz2zwgMPMIIZT0PH511eazNN0nT9KDixto4Q5y2zvV5pAo5IAo9rFK7YrdDJ8UW8k+iySQf6+2ZbiM+6nP8ALNUodRU+LLYKcRajZiRB/tKQf5E1Z1fXLays555ZFWGNCXY9AK4uw1N9S1nw3eKu1TdOiKO0bKcCop1VN6GjptK7NfxXcC3g09jnBnljyOO5xVKCdyo3Od/Qn1qfxttbSbME4JvJcfrWFpVyZEMTEnYc/QVvFmZ0cUrhGVSAc896sRk7d4Jzg5zVWFo0AJAH09KnjYljtBKkY6dqoRJ5jbAOdx6+lNcsGwMYHp608Ky7gyOwxwKekYkyThOOjNigYB8JyAxPOKkjkYJhT9/oKQBFYK80YHqvNKot/wC/K69go6UATRyFRt3DHcVOWBxk5Gfu9KrZj42QZx1LtU8NxIAqhIgwzg4pALtyBtQsSf4RUwhkzkRnGOmOlI080iZEmPZQBTFSQtuaZjx0JoAU9aKD1pCcUABIqMvikdsDiqU820HmgCy9wFHWq0l6FB5qg87HjNNTaxzIflzjFZ1asaUXKQ4xcnZEr3EsrfIDj1NItsXOZCT6Vce12w4H315pFBABPUDFfOYrH1KjstEdtOko7kaxAHbwBTyMsEXsc0u3BqSMZbNef1ua7Ee0h+O/86fgFCMcn+dJIf3qdvT60s37qYH+FufoahrQopS26uTlRUX2YD7pI/GrzqCN/fuKiPXiuKVKKZspsgELD+M0phk/56NU9KSKpU49xXK/luBje1NMLY5djVksAM1BLOoHWlKMUtWNNvYpTRBVJP5E1zGsyMVKK5GewFbd9eAKcGsWK0n1S6EcK5OeW7L7mpoJ89zsorlXNIg8OaQLvUo3dSYojuY/0r0dBufBxhR+tUrDTotPg8pB06t/eb1rQtxkyk9a9Be89TkxNb2krrYjBzyOvenbiOQaijPzEE4qXFF3c57dCSK6ki78VpQXayAZ49xWM44pkc5RsHgelddDHVaT30M5UlLY6U0HpWfY3gc7GyT7Vo19LhsRGvG8TinBxdgopO9O7V0ECU0inU1qAGDkj61yxaTBbzmLZOFXoBXU9xXM+Q5DvHbTZzjDYUEe1XF2ERqy5y0zs31p5nt843fN1zmqs7CNsMsERxyGlGf0qnJPGGBW5gYr/cRm/oKq4GhPdqqZ8sZHTFZc1yZgSGAY/hioJr2OTH72VgDgbYwoH6mo4jHvBEMhI/vSAD9FqALfmHqwHtjvVhHjdioGDnoeKrgkMR9mXGc5JJH9Kk3ywoHMcCjHAIJxTQDpVMB2nG0g81Loc4XxJaJuGGfAGOehrPkvJnUfvABntGMfyqDTdR2eJdOLSZP2hQRkdCcVbehL3O71FlTxH4emHdpYCfqh/qtdJjv+Ncvr5CSaVN0EGpoD7BiR/wCzV1XasC+hw/xKi8zw1dH0jP6EV518L71IvGsKE/62JkP5V6p45jEnh2543fu2yvrxmvE/CHjKbTtTiitdJspZP4dyYYfRqyi7Notq6R6X8T7j+yns9UUMHjG0le4yODWbofiuW7hV4blJFH+1zU/jCaXxj4ektIoGtdUhXzBaS8GVRjJRu/0ryfQM2WtQ7sosp8qROhB96ylTUtS4VOXQ94ttauSqsdoB6jNUNc8ZWOk2rT394kSfwrn5mPpXHa7ZahDosslrdSxsBk7TgkV5HqDSzo7zO8j4yTI2SKxp0FPVs3nUUdkdT4q8Z3XiS9itf9RpbEiOMdXYdz/hXrmkaa1rH4RuD/HNyMf7Br58lXfo1vdRqxSG4VeezMAcmvqa5jXZ4VwAAjqeP+uRrspxSVkc0pNs574gts0HT3DYxeSMMfVq5a1uI4Z1mwxWQdAevXNdL493N4bswD0Dy/m4/wAa4ezlJiCMMkcD/P4U1LUi2h3ttep5gOzg8AdavR3MgXJYKhGB2JrDsZY5YI5GY4wODWrG67C3AGepPArRElppZJW+ZyAOMkU1kdB8ozlhhmOaYpV1Jzwe6nrTlYkYP3QaYyxEAEJIAyex5JqdSCcEfgKgEyZJ8vjqMd6erjIf5QOOv8qAJidrnjI7CpUlQYyuHJPWoN5kJIUcZNKUXYhRxv7jNICcyrvDsAoGOKma7iZSFJBPPNUN53g4JbODUsYXunOOlAFw9aY1PPWmPQBXlbANZdy53EVozHCmsid8vgUAR8nHvTZZPLvbeLorBs/WnjKbf7zdKjvk4inXny5BXzea4tyfJF6HfhqWnMzfRiVAb6GmMACNtEbBoVYdDTzzXmrVGnUibkelSRjFNPDcVKPu0wsVn5nFTXK7oQT0HUH0qLrLmp3+aLFStmD3KZDIoYElOzd1prLvIwQp9ccGrEXAI7igxKTuGUJ54rKULlplJ1mTOYmYeqkmoWuSnUEe5GK1Qjj+6f0pCWPVD+dZOg3sy1JdTClvwB94AVReeeclYYpHP+ypJP411OFHWPP/AAGnqxHQH86lYbX3mWqqWyOYtvD11dsHum8lP7g5Y1vW9rbafB5UCBR/48x96ss7Feu36cmo2TOF9eSc10xpqOiInVlLQVB8hkIPoAe1PtVwjt3NK3CYp8R2xVrFGLKKkCcg9c1Pz0qqTtuatZArOL3KkEi/Ln0rPmbYfY9a1cBkyKx7zKuxJ6A4qasnGN0VDVl3Q3Mrzv2GAK6OJw6D1rmvDpIQIB94c1uRsVkGOlejltd07NnPiI3ZcxRigEMMiivqYtSV0cAU09BTqjJ5pgJ/F+tcDch5Z2Z4pSCTjJLfzrv+45xXnkwdnIDsMH5stTQivJbybzmDy1PPOOtVnVUJJuF9gp5x9KuiBSAxCkn2zmpo4AfmYAHvt4qkBRit0c/u45yCef3Zx+daMQEMQQQIODkySqOe3AyaDb/PgNu+XuSaUloomjRVCMAcqBnNOwCiVDktdRkHqsUTOR+eBTZDp5ctPDcy4I/1jrCp/LJqtKLp1JPCdwMZqJ7ZpCGLDpjBpbAWpryzjVlSwttp7SO0nH6Vkz6h5csckQiQRuG/dwgAYOepyana2KsAD+PYVUu42MTBVXAGMgc1W6JZ6H4lO6xuGHIWSK4T8x/hXRsJjcRMjqIgDvUryTxjB/OuUeT7b4asJzz59kY292Uf/WNXdW1i8srjTEie3jguSoeSXJbOV+UY9QetYvQtbF/xJF5+jzJjOePz4r5q8KAW/jWEH+CRh+tfUd9GJrVkP1r5dtFNp8QZ4sHKXLrjqSd1Y21aKvoey/FKZrPRLPV7b5bq3lVlccEjuK8312CC7urfV7VkRL2PzHAP3ZBnP+favbbvw7aeIdItLfVomaJAGaLOMn3q/b6DpVpapaw6fbJAgO2MRjAq4RstSWzitEji1zwwGwrl49rY55xXh+r6SLfxM+mSbo1aQgEDBxya+qoNMs7RGW2to4Q2ciNcV5D8TvBGpLqtpr+nQi5iikH2hIx86r2OO/eso03CTtsauaaRxUnh62t9PjtIjK0TOrFXbgnPB/Cvf7lQkmgRn+BWJ/CE1y1t4Yt00qCedPMmk2sP9nkV1epru1yyhGP3drKw/EBf61vFWM27nNeM4mfRJADxb6ejH6s615vbHI5Jr1LxiAdA19/4QsNup/3fmP8AOvL7TYoB9/zqOo+h0elsTCAM8N0FbgDmHGzaSP0rE0jO5x/CSDj3rfTewbPHPetCR8QCghThsdzwasAbSd/J6gDrTYotrb8qSOu49KfjceGzxxtHJpoBUztyDnPapg7MF+QHPtTI0k8z5UIHbPFSKJFXBZQM8jNMBeNu47gAfWpoWjLEc7RzkGmGRjL1yB904qWP5QQSMHoepzQAxjw23PAyDjmp49uecn60q5brtwOnYmpUidu+0/nSAlPWo3Ip5OM1WnkCKeaAKl1IFB55NZqgyOfzNPuJTLJgc80fdXaPxNcGPxSo03bdm1GHPLyI85nz2HSrQiF1azxgZOOP51UYHrVuwk2z4PRuK+TvzN3PSei0H2Eu/T1J4Kvg1eUZXIqjHH5Nxdw4wOJFq5AcxDPaqpvSxnIac78YqckBOaiUZkFSScYFaLYVyBR8+anJG2ogMGnHBHvQtgI84bNOyaaQe1OHJxUlC5OaXJ9KQZz7UfXpTEBJx1pBzS0UDAjApFGDml5pcYp2JbEPNSKMIRTQOfannhDT8wMqU4uDn1q5yQDVCU/6Rn3q/HzGDWEd2XLYmgIKkVjaspViv94gVsW/3utUNVjzNER35oqq8BwfvE+kLsIHqTWpkeZz6VmaYMbT6VpZ71vQ+BGVT4mWYZB931qx6iqKnB+tW423Lz1FfQYDEX9xnHVjrdAaaetPNMIr1DEUVwb2mm+aSYbnqT/rv5V3ftXO3FrGJCVjXGTyaqKuIxP+JWihlgutwPAMnanD+z25Au1H/XSpp7VsgKmSSSe2KqlSoBxnHBBqrWAsImnkEJJdjnP3qey6cf8AlveNxgcis5p9o+VQPWkNwPvKBzwMUXA1U/s4EqJrnJ9SDiiePT44w3nTneuMYHFY5nhXJjYZPWk83cNwJ59TQhMtsliiA+bOwBzyeBVS5ksWDKd4zgZz0p5+5ySD1qncBHJDLk7ueOtUiTqNAkS68HXEMLEtZTl1Hsfm/q1T+IpJV0vRbmGaOIKylmY44wvAz9KxfA94LfXLixlwIbyMhQf7wzj9M1t67CbPwlD5rYNpMU3eXvJA3AcfTFZSLWx2Rw8IPUFa8R8O+HUv/jvrUki5t7B2uCCOrNgL/jXtVq4ksYXHRowcH6V5z4duoLT4y+KIJGCyXNpDMme4HUVk9JXKR6cKQkDkkVCt1Ew4fNcx450jU9f0aO00q8+zv5oeQbtvmLg8Z/X8KTqxQcrOtDAjg5pDgn27g1ieHrKbSNBtLG5uTcSwpteVj1Oc/kOlaLXUaMAWGCe9Q6+tkPlOSsfEFvfeJLrSEOXt7kptPbBrbhxceKb6YjMdrAkeT2JO4/yrzLwP/pnxi8R3KktDaySOzDpknAFehOZLbS5NvF5qtxtj/wBnPGfwAzW97q5NtTG8WzbfBcsnVrqZ5se3IH6AV5tasvU9x6V3vxDnRbdNPgBKW8Spx2GR/ID9a4O0wybc9eQD2rJblnSaIm+RgeAAOe1dTHGoHVyQefeuX0ZHUuR2A6fjXRZkkyTJgj1NbIgvCOMwsxOM8bTU0YgQ8k49R2rOTzCygOMnrnpU3zKGUsrfSmBeQrk8s2cDFO/dZVlUhuQappI2f9ZjHQAc1Mq4IYvhTyeeTQBYVVC7VQbvr1oZQhAWPAFQhlyCrjvtzUhl38qdoxzQA8rICAAD3x6VfihXYG3gHHbvWem3f8swJPbHWrIkjT5pCxAH3R60gGSOACSaybu4JGAalu7nBIBqgoMr89P4qipNQi5S2HFczsh8SYG89TTguSSacx3Hao+XtT2QImK+RxdZ1qjbPSpQUY2RWIyTSRsY3B9DUijJwaR0IbiuNpo26GjKol2TDvGUanQHEWDUVo/7lkb0NSoPk4raJkOjBDE0snJpV4oIzVkiADFNOKd71GxqdhoCeKBQOetAHekMdRR0NFUAUUUd6ADOKXk8igjigCi4mPUZ7UTHEZp69KhuThDVPRCT1MmQ5uK0IeUArN6zZrThHy1zU9zSWxJCMOKr6kN00foEJqwODx6UydfMk9wuP1rSa92xMdHcWxXbHn2FXM1XgG2MCpya2grImWruPBqWKTDDNQA4p4OD9a2p1HBpozkrovnBOQeDTD1pkUgPympD1r6XD1lUhdHHKNmN71gSTFidrZwxzntW/wB65S74YbXwTwRXXAgnIjlbblieuapXdiCMqCfrT7dXJyM9KvnzPLBYHP0zVWTA5xrIhizErgmqwTa2GUhsda6WWBnUfLk+p4wapy2JZmYAls420nELmEVjQliG56bRTEEYBPJJ9a1W06Rm4B3benpVOaxkiY7tzKO9K1hXuREqpzsJXIzzURYEtmPPOVp5hd1wJMLnp60nlssfJB7YprQTRUine11G2uIwA0bhg30r03jxLo8kav5G6QHcoz0xnrXmBg/egs+G5JWug0nxkmiRvBJavPvIIKsOKma0HHQ9HtITbWcMDSGQxoF3sMbsV4h41WbT/iAmvQB0niXYcHh19DXos/jS9isjdDRWEZ5G6UVwz6wniPUnF7ZJDFcDahDZw3vXO9Wax0NPRvF0dzjMjA/3c12VrrUMqKecgdzXh2oWR0fUmt7gPCQflZejD2rpNDYXDIraiuz+JfOCnH1NRKgnqi1UPQtU8S2lnC2ZVHbk157rHjuec+XZlmP98/0ral0XwxOxe7hvmPYpdKRSW0HhHTp1Nnosl3cj7guJdxz9BxVRpRjuRKbZv+ANOi0nQLjUrpEja5PmSyMuCw9T61qWN4b2SbXZ12WkaslnGwwSO749T0qlHp99q6rc6662unRYZLJONwH9729qq65rIuQkcCARrxFGBwQO59qJS7AotnNa3cNc3sm45aQMWz/KuatI9wPzYIxxWxOwkuuWyehb3rMgTypnBXOGOMHnrRFaDkb+jqTI6DcQRzXRxafISGywUnGTWX4eIV5WfOABkYxXWQbX2sQCv+12rdLQzKYsZVJZAGC9c9qUW7n5icEdSO1bMckaB12bw3cdKmkKBThFBI7CiwjGS13ghTk8fMKlTSyrKTuOT0zWlb+W0mEUKB+VWYgOwXdngjvQBlppzDgoSc9qsLppVDkAHsK0dyKwJ6578U7fGxPzYx2FFgMlbJozgbs9eRUwsC4JZgPpV4SROCQR74NJ5iRqRvyOuKYHEOTLLx1J/KpcBF2qenX3qJHCs4PBPepEXLjoeK+ezavUTUOh24aEbc3UmiTPzN+FPkOeBTTIApA5I71JboXG4+nWvES7HUVlOHGe1SsuQDUTj96RVpFLKMUb6DYQjY3TrVlBlQahHysR/sk/oamtDvtlftirjvYhkgoxxQBTwK0JIWOKgZjn2qZ+Krk5BGeazloUiUYPFB4OOopq9PoKdzihDHE03NObhQ2KaPpTEGc0opP4hx/niqOqa1puiWTXmo3kVvCpAyx5J9AO5pxi5O0dQbS3NA9Koatr2k6BB52q6hDarjhXJ3H6KMk15F4s+NU7vJaeG4/KiHH2yVcu3uoPSvJb2+u9RuXuby4luJmOWeR9xNevh8rnJc1XRHPPELZHv+p/HPw5asUsLS9vSv8AHgRqfzyf0qlB8cdFvHEd5pt5agnBdWWQD9Aa8Wg0PUJ7JrwWkiWqjJnkwiH6E9fwz1qO10fUbyPzILKaSMf8tApC/meK7nl+F5bMxVadz6f0nU7PV7cXdhcxXEDHhkPP4jqK3o8bRzXy94X8R6h4J11JmUmJ8CeDdkOntg4yO1fTGlX9rqumW19ZuHt50Do317fUd68PFYF4aV46xfU64VfaKz3LnGce1OI/eEHsKhLbZVz61O+PNk9sfyrlKY5QAOKeDzUYOAKfH8x/Gri9bCZIRgUo6CnsM4pnStGSODbfarMbh06/MOuazmfD4PIqzFneDXXga8o1LIyqw90s9SO/NclMq3EhwSxDY9K63uOnXvXCi53MwVnAz2r6aDRxm1HJHaopQqxHt0qT+0dx4jAY5HTisFL5FUllLHPA9KeNRYgDy/mx2FaJoRqNc7EKx73JwTgUi3rMG3EqoAwT3NZh1KRHIUDgcZFQNesG4I4p3CxckunZnwTx02iqUkksqYJf73PHtUb3Mockd/zqVZJnQhnIB7CluKxWmTjCb8g9qz5Ul3EHkHpk1sgkKcuq54yelZt1bu275zxzRYTZRRm+1hTzjOKz78fvOp4rRt4G+1A5OApxmql7GfNbipZSOg0Mx61osthLJIZsEAlziq2haKshn0m8BjuFJMbnv6Vz9rdzWEwmgYq4Oa7e1S41qxt9TkRLWQuFindtodvQ+1YtWehdzNdLG9l/sbxLCY5ojiG7A7dgT3q6/wALtGRBKdTljjPIIXcCK6bUtATUdL3aqYYZolJ88HIAx1OetYum+Xouq6do58RHzdRRntrc25KyIBk9eh60tQKsHgjwlbYa51eScDnbu21tWd9oGjxGPRLBWfHMgX+bGs2+1+w07Vbm0vNEt3lgfb5iKF3dOcVDJ44sVwlrpEbP2zyKlspI1HfUNWJlk5jXkseI0/xrn9SuoYY5Ft5PMlcbWmP9PQU6e+1vXfmum+z2i8hFG0VjXciM/lRnMa8ZHc1CWppfQijGBk84wajSNfPds4wd1WEXC81WdttweSD6CrIZ0GkyHy26dck1t297gqAxBz17GuWsGIDqSQRzxWtEzKCUXJ7VqpaEM3P7Qfd8smMjGTzmpV1KRRhjvXP5ViLFIVBy2fTgYo2H5juGM9jRcRqnUzuyJSoHpUi63IrLyzKO2f1rL8iQgjt6+lPS1IXJxknPFK4GidULKWYMyk9B1FH9s8Ko4x0J61XWFNqgvxnrTJIow3y5Ix1oTYycavJu6HB70v8Aasu7JOc1SWMAjBbFIF5xz7U7sB06bWNNguRG21wdp6N6Vanj5NUZUHNYYihCvDlkVCbg7ouIhMgIOQecetaMYCwkjv19qxbG7FvKI5T+6PAJ7GtmX5Y8gg7u2OtfKVKMqMnGSPQ5lNXRTK7izVdt1GyoEAPQcd6vRJsWsoRuxyZUuD5aSPn7qN/I1LppDabE46Fc1W1M7bWc+qGpNDOdEt/XbST/AHlimvc5i6PvU/8ALGPXFMH3hiuV+JfiI+G/BN5PGxW6uB9mgx2ZgQT+AyfwrqpQc5qK6mMnZEU/xE8KJqb2B1eJZ0YozMp2bv8AeraimSaJZopEkibo6HcD+NfIDBs7mBwf4iOtbmgeL9b8Nyg6feusWctC3zRt9R/hXqVsng43pvUxjiWnqj6siOE5HBqTqvHSvLNG+MNjdR2aXUISaQqkqgYCHufp3r1GORZYlkQgowypHcV5FTD1KPxqx0RqKWxKfuAVSvtQt9NtTcXbiOIEAuegq8Pu1znjTT31PwnqEMYzIsRZRjOexGB1yCamEYzqJS2BtpXRy/jT4jpotsYrYbpvOaFipzgrn+fBrwzV9ev9cmD3k7OASyp2Wulj8F+IPE95JJbxPL/o0MquxwjkqinLHgH1+leheF/gzp2nbLrXZRfTjn7OuREp9+7V9BGWFwiundnL79R2PI/D3g7W/E8wTTbJ3Qn5pn+WNR7tXt3hX4P6ToaJdXxTUtQHIMy/uIz6hf4q76CKG1hSGKOOCBAAERQoH4CpJr62sbGa9uZRHBCMyP6H0riq5jVrS5YaI0VGMNzPm8M6fcbRfILuPj91Io2ZHPAHGMgYFQ6hb27qsZt4woBVVCgAZ9K2Dd28wTy5Y23k7AD1x1x9OaxLmeKVgVdWXIXr74/oa8rE1Kiju0b0lFnK6p8PtI12HErTRyY/1qtk+1a/gnwxeeEra60575buwLiS3YqVdGP3gR6Vr22CQB/DgEdxWgB2zVU8TVlS5G7ocqcVK6I5z8wPvVqUbCzHo2D+lVnG5voKfdSYuYovVRWDlZNjsOV+SKsW5x06VRmYxXKk/darUbdCKcJaiktC2T1IpCcqcd6aX4yDzSxKz/KOhrqV5vljqZP3VqMjjaU8dO1XkQIuB+NKiBBx+NBr38Fgo0lzPc5qlRy0FB5H1rgpFA3PvVMHpjOa7sfeFeYzSHzJBnChj96vRRgXGG4bsj2p8ZBiRnHJ7A9KzY7l8g4NWBfAg4TPHX3poCycZOcDPTNReUC/I56Bqh+0JITz2HTtU/mxRliWx0x3xVIBU3scuoyBgHpUgaRgQBjHTPQ06KHzYHkUjaPvEmow6jLZO4cDjirRLJX2YKknOPTIzUZlXAGM8HrxTJJkChcH5j2qF3LAbFGTxyeKZA+HBumwQflJ45rKv1AdvXPatGyLNdyZH3UPTp2qpeKfNY44zWcmaLYxdmQa77SYpNQ+E95aR7WkVJY1Dd8c4z2riyoBYYrXgnvYvA1+llOY3S8QtnkbWHf2rNlIks/D9/qWjFTp9/NpEsA8u2aYxyKdvOCeoDZIHfNWtdsby7174f6nYW8lx9gn8i7aJSfKUhVbdnkdDWDcapq9wtsf7XumiBV3WJxllQ8hQOSSOB2xVCz1FpGltbbVLkXU6s+0s/CcLuB7jqfYk+lILHoXiXVNH03xDLDqFmsjPGsgJXrxj+lZb+KNBgA+w6Upb1K4FV/iFF5lxo97wwlswCw7kc9/96uSiQ1m1dlpvobl/rl1qJwSIox0ROBVJM5FNjj4FW4oxj0z3osUPRcgmqN2CtyfcA1rpGoXPQYqhfIFuE4zlM/rSEyzpToJypGdy1vQsQBggnpWJpcObyJmPy5rqIrRSxG4eo4raOxDK65wBgAdck1MilnwD2z04NXo7SMDMi08QoCCmMg8Zp2EVnj8qXBO9TjLAU4oBL8pz3zU7qgbBVhn06U1YdmAzkgn06UAQ4VT8v600pyB/e7Yq2FTnAB570gYRnkZYHI96AK6xsSyr37VGbSQNuyB8vODzVrzwobjk9W9KkQlpCEZWAGM4xSGJNFkniqE0XJ4rZkTOaqSw5yaBGFKnqKt2GoGILBOdyDhWPapJYM5qlJD7VyYvCxrxs9zSnUcGb8UeZg6jjHPuKu8bTjmsLSdQ8mXyJz8n8DHtWzMdjHGDgZPvXzlSjKhpNHZzqWxmaw3+iyAf3TU+hf8gWDnoOazPEU4SJY0OHlHQ9QO5rR0Qf8AEpQdAB0rJUJJe0ezNHNOHJ1L6nDVxfxA8Ky+LNV8N2/P2CO6drogcBQuefyx+NdonIBp0tzFBLEksqxtM2xAxxvPoPetqM5QkpR3M52a1Mq60TSWthAdKsDEq7VRrdcAe3FcFrPwt8N6rIWhgl0+Ynrb8qffaev4YqPxL8R3iv5tMkuxpsULsl3dLFvmBDlTHGjcbsBTnnAYHmuHufiDZwzn7Hd+JWUcGWS+QE/VShX8K7KeGxl1KLtchTpWszSufgfqaSk2Gr2kqA52zK0ZJHqACK9i0G2urPw/YWt6UNzDCI3KHKkj0rynRPi2YAkd3L9uiJwfMiEM8Y9ePkcfTB9jXr9jfW2pWMN7ZzpcW0qhkkTOGH9DUYyWI5Uq33jpcm8S4B8pqEkgg+lTpypqF+M150tNjVEMaJFGsUSKkSABUUYAx6Cm3FylpbvPKdqIMs3cDuc+3+NP7dOn6+31rgfiVq7waQ8UVwtvFARI8rKx85s48hSMdVPzZ7HFXQp+1qKISlyxuReKPF9zfWWpW+iS20VpCqsdSnfanriPu2WGN3SvNr/xTpGpafcG/u9fvL24COS04SNW/wCWg2DjHTFV9S8PeLNX0oazPYSQ6VaxloY2cKsEXXCKx3beeOtc/daPdWkJmaNnRERpmVTiJm6Kx6ZPBB5HNfTYfD0oRtFnDOcnudCureGmeSSCTWbFo7RvJ23JLNOX6k9lC/mTWrpfi250yAypqCalbJPuEc42ysw+SPnuSAzbe3HOTzx/h/w1qXiS8nttNRC0MRmdpH2KqjqSe3XHpUdt4e1O8e5SztmujbHbKbZg/wBMY6jjqM1pVpUprlmKEpx1R714U1tf7Oa+1O6jtoWYl3uZFQu/cAnsoAHHBOa6zTNVtNWgNxYs0luDhZthCP8A7pIG4e/SvC/BPw81W+1FJ9T00x2qfdF2dqk98r1b6cA9zXv0cS28MUS42ooUYAAx2wB0FfO4ylRpStB3f4HbTlOXxD0ALke9VtQYpq8XpsH86txjEo96h1WLNzG/PCc4rzqlOUoPkRpFpS1C7USQ7lzkDimWd1vOzgjb973qFZyYtmcLyCe5qPTIJbi6KxqdgODnotYwjKpUSitTR2SuzZgR3fC8gjoa0o4hEoA69zRBAIYwoGcfxetSADPSvr8DgVSSlLc82rVctEJ3pDTiOaaa9IwEHWvLJoSZWVQW+bJr1MdR9a87OFlkfPO44poDNCbTwcnn8KFDKw3rnjsatN827oGz0ApjxnaX4AxzupiK+5RkY2jtgU5MsxYuwB6KBTXcKFGCT1BFMM5jdwuMA8EincDRjdUUjkjuKc7F1CjgYz1rNNy2Bjr3qaK5XJLIWGOmatMTRc8knGXA9eKBGkbEcetRvfbjyOFHHvTvtAZdxxxjrVXJaLNjCUd9zA5UgfpVC7XLMRyM1La3O65CkY+RlyetRXfdvUms5lIoAZ3GtCz0+TVvDeu6ZDJsaSNJDh9u4KeQSM9R7VRAyAantrq4spvPtZ2ilxjctZlIwJvDVzqN8twYb3zI4/Ki+yW8kwCqGYKpGzC4wM85OO3FbFn4b1/UbtLafSGSyZFDSzqYwExkjJBKgYGPvHJPFXpda1eRTu1O6564kI/lWbcTzzg+dcSuT/ecmpGdD4tto7fw/omntc29xdWoMREB/hwB0/AflXJRJ0pdvUHkHrViNM80ikSIgwKuQxgdqjROOlWoxyKTGSKmB0rPv4/9Ij5/h/rWqBwTVDUB8yDPOP61IyTSztuo3JPDdBXV2+VDNuG49K5O0ChxhjkMOldbCMEJkDI6GtY7GbJkDdW/PtUwCv3OR0pFQJIQBgdsmpFKYwrZJ9O1UIiCkA4YnPFNcZGMnb/Fg1aMu1Wj3LheeBUGUGX3DntjmgBoZDj5gc8AgcioJQhw2dvPGTStIi4Kkk5wRilDqDgq+QaRVhiJk4IHrwetXVhKNkcjGTUMQJkX5cjPc9Ktx5eH7uM9aBEpXrTGj3VOetNIoEUJLfg1Ults1rleOaheMUAYb220nNTQ6qsCeTdBmC8Iw5P0qxcABTWJcDDE+prKrRhVVplRk47FW9d7u6eZz16D0HpXS6Rxpqg8mucK/LXR6bhbNQOuK8rNIqFKMY7XOjD6tthq+sQaHo0l/cnbEjKpYjIUscZOO1eS+P8AxddXGjxR3Y8m7t3LbAp8ubqA8bgFXRlbkEgjse1etatp39raHeaePL/0hNmJBlTnsfY14Q/wp8aXt++nfZzbafHJlWmuA0Sj1Hr3rLLo0muaT1Cs5HJ6XZ6j458WRW8tyzXN2cSTSknair1J74Vf0rc8Z+DbDw/qdpY2k0gjaBp5bm4IJwDjgDHTA4HPNWbNG8I6ha6jpEMc7WE0iSTS5Bu1ZefoNvIHowJq74sv7nxnGkM2mW9ncxEssnml3ALBSMDjBYgfWvRnVmq0ZR+AiMYuOu55/d6TJZ3lvapcQ3NxMqnZbsW2s3RCf730zXvfwwj1Kzg1Kwv0CS2sgSUL912xkODwM44NczoPwptLTUme4uJ7iW2mT/Vt5YZGXIZSOdwNeqaNoWm6FFNHp1sYTM26Ri5ZnPuTXFj8bSqw5FqXRpSWrNdOn9RUUoxmphwc0yf7pFeLK7R0rcqg4YHPQg59K8o8XWmt6rqEl69hHbW1ozJYpcsG+YEN5iovVie5OMEDFepsRn6VnazpranYSxxviZk2K3oPT88H/gNa4Sv7GpzWFOHMjiofGXiLU/DF1/aPhu1uLN4mjmaG68ogdDw3GfpxXltr4a8RzCaytLa4htbvDbJZAFkUZZc44J4OD7cV7nqXg+O606w0qH5LQTwpKFP/ACxTk/8AfTda3r7RnudXtZI4VW3hmhbgYAVA2f6CvXp42nC7gtzmnTb0Z8/aB4alfUL3RJ726jHkLLPHB8o6rt3A/fX58j613XhTwyLF7O+g3xzJLMsx2+WWjZVKqV9sj9a7a28KQadqX29yrS+QYdmOgJQgfgFFG1VkJQYDHcR74rzcyzKVuSOzOjD0erNG2y2Mnnpmr0g6e/JqhbHAX0FXpOVBrzab925tMljGXBrT8hZApIHArOj5xWvH/qxXt5XFOeqOXEPTQy20YNc71YCEnOD1FaEFvHbR7IlAX17mpWPek3bua9ilg6VGTlFas5pVZSVmOHSigcCjrXUZiEevWmnrTmHOab3oAToRXnJV9zrtGSScmvRv4hXm7tiR8OeGP51SAb5UrEE4C9KbPbSNGOdoH45p5mUqODupjXO4k5Axxz61Qir9ik3D58jtzinjTZmDZdecHrU6zIRgjJ9aPPXByvQYPvSAqPY43bpV4/GohAob/XqPbvVgMGZsJgntmmFCQdqbdtMCLYFx+9AGc88mkYRqDmRjnnpTwrFTjOT6dqZMsm0A4HbFJALZuv25ACxJz1+hq7dn5APSqNuhF3DnI+frWheR7dwpSGijn5celANJtyBTwhqRjG6VA43VdELEcfkaelkSMnj1qQM0ITxip4htXpV02YA61EIsHBFK5SHp0qyg4zUKLzU6Z444pMZLjtWZfljIhA7c/nWscbRxWTqA/ex84JTP60h9B1u2WJGeGHH411sTYXc3XArkoOVDZ6MAa7SJImVGcc4FawM2TRsGUbm3VMERjlkPPHB5pVIBGQoU98c0xrhEb09DTYiJm5P8Kg/nTJWLAkj5T6UksgcfjTJNwKnqo6EUgEETByDgZ/i7GpVBDfeBbuO1MTaPvnPpU2wySD+tBVyaJScbABjselT7TuzyRjjHSoo0xtJb5TxirojAQH07VIhD1ooPWiqENIyDUTDrU/aoX6GgDOuRwaw7n7+K3broaw7n79AFc8j8K37E/uwPasHt+FbdmTyOmBXi5w/dijrwq3NWD07VO8aywujD5WBUgVBBVpfun1ryId0aS3PPr3wKd8rKI9qxoIRnoxn3yHH+6I1+i4qhF4Tt7TUJ71pMrLBBCIyPuCLac59yAa9Huh+5P6Vzdz0II4HOKyxeLqxVk9P+G/yNaVOLd2W7bBUsfvdCe9aMXPWsq0bt71qRHmsaEuaNy6mjLIXiops7TUy1DLnB4roexktzP4LkVKn3sVBkrIaeh+frXPe7NbaF6EDHHpiri/dFVIOTVteldUFoYyKGoN+6PNc+fv4/St3Uf9UwrCPMma87FO8jopLQu21aR5QCsy2PzCtJfug1rS+EmZZt+QK04/8AVisy2GCa1I/uCveype+ceIegp6UKMClNGa+gOQKKMUUABphHNPNMJoAT+IYrzSQqZHA5O457V6X/AB15jMrPO4xjJNUhDCm8E5BzwMdqYIlXGWwaeoxkAjGe1K6xt95MGnYBu1RgE8HrikyApB4yOM0uz5iO2KQrtYg8jGATTQDUPzYPB9al3Z+8pH9ahxgEkAelODtwNuSaGA9j2GFwOT60359oBwelNChvvdB1qQ5IzjHNCAZGjCVGODgjpVy9AzjPtVLfsO+MZA96t3Th0R+mQDilIaKAABI/I0+Pg81ESQRinLyagZfh2EZJFWQAwwOhrOjU9SOKtxvjGKhjRKVz+FV3X0qyvOcVGyYqWXYg2c5qVcnvSEYFNXg0DsSk/IcntWbqODOisf8AlmMfr/hWieVNZWpnN5jjhB/n9aAew63lwVAwO2D0rs4Jx5QXKkjGMVxEPGCy45FdRE2AGB7fnWkXoZs2EmABBIbn1qvLKrHcOg7e9UTKSvBxg5xRv3HLckYpklqInJJzwamKqVOCcGqyyAe/tQZGZdx455FFxk8LeW+D83pjmrKMZWGBz29qpK7KpGAO+anglOS2ccYyBSAvpuUAZOPSpVZwxTI6ZzUSEsu0kcc9etOV1VcjP4jpQBZNFHfmkPFMQuahfvUvao39aAKF0PlNYVz96t+5HymsG4B34oArgAkVsQnBJ6VlqucfWtNPv4968HOX8COzC9WbEHCg1aXv7CqsGPLFWl6E+tebDY0luVrrmOubuzh3rpbj7hrmrz/Wk+tedjmdFEdZN82PxrYjxwawrU4ce1bsHKijCu8R1S2nAGKgnzjA6VYQ1DOuRkda7ZfCYLcy5PlcjPFLHy4IouAQ3NMhb97jtXItzbdGtD14q0D8tVrcdPpVnOFNdtPY55bmbqOBGawR9+tvU2IH4ViL9815uJ+I66Wxbt+MGtJOVFZkR6VqREFa1pPSxnPcs2v3+a1l6Vk22RIK1h90V7+VfEcWIAmk70lGa+gOUeDmjvTRSZ5oAc3Sm0tIaAE43DPTNeeyyRgt9TzXoQ6jNeWuzrJJyCGY/hzTQiQFA3KkZGQaCUYEnJPYUu0E8ke2ahY7JMB+tWA9ThT6e9M3oGZcEc9P608mLZzJtb+dR5Dkvg89SBQAY4GfwJ71GQVbAyPepH2Kwbpj1NROxJyQSPagB+WBKqwzjJqRVYjJyR/WokKnkJ+XWrEY3KdzYUjqaAIWRyx449u1WLobYYz/ALOBTckltp4HXHeiXMkKoOWHJFJgUC2T1NORsGmfdYZHU9KepGcevSoGi1G5K1KJFFVkba2M5HcVMg3/AHVz9KljRZWdR60vngjpzTBEwXLAAD1OKMx9dy8j1qC0wZyw4FCHnkcUgkhU7TKvTtzTftEatw2QRjgUFIlLrnHOaxdScG/l7qFX+QrRmuo+DGrOy9OKx5/MlleRzuLHnipBlmA4AUcd+T710q/cULjBHX0rmIeo6k/T3rp4QCq8A5A49K1iZsnVd2SQMYANTLCCeR93rmo0YKrDByf0p+9iMcn+tNkj9i9YwFGec0FAZCeQPpSogK9gPrU3TkAsPpQBGqrtUs2R34zU6bATtAAP8VNAGRtIBPXFOUxrkZAzwDTsBfilGwbgST1IxTFOSQCRk9DUEYDE9M44yetTrlZcMF4FOwGf/wAJr4Vz/wAjNo3/AIHxf/FUf8Jp4Vz/AMjNo3XH/H/F/wDFV8dUUgPsX/hNfCvI/wCEl0f/AMD4v/iqrXHjzwjDNFC3iTSy0mdpS4V1B92XIXqOuM18h0UAfWWoeOvCdtEZJPEWmspYqPKuFlOQP7qZIHB5xjgc8iss+LfDV1Gs0ev6ZsfON9yqNwSOVbB+mQM5r5hooA+nI/FnhoXIhbX9MDlN3/HypXHpuztz+tDeP/CcV0Y216zLBiMqWYcejAY/HNfMdFceKwUMRbmexrTquGx9dweNPC4X5vEmkAf9fsf+NB+JHg2OzjuG8R2HlycLhyzj6oBuXkY5A7V8iUVzxyqnFWuN1m+h9Zn4j+DbhZPL8RWX7tN7B2KZA6gZAyemAP6Vz9z498KTzAR65akk45DAH8SBgV82UVnVyWhU3bLhiZR2R9LxeMfDUVzHG+u2AaQ4GJwQPqwO0Z962f8AhN/CtpEZJfEWmbRwQlysh/JMk/gK+T6KinkdGna0mOWKlLofXsHjjwnPAssfiTSVVhkCS8RD+KtyPoR3FI/jPwsQf+Kk0j/wNi/+Kr5DorWWU03tJkrEPsfVl14u8NMDjxDpJHtex/41Xg8WeHFcMfEGl9O95H/jXy3RWLyOm3fnZf1uXY+vbfxl4WCgnxJo44730X/xVdBHPDcWsdxBKksMqh45EYMrqRkEEcEEd6+Iq+xfBxA8AeHwe+mW3GP+mS1GIy/2MVyO4o1ed6j9UbIzzWIHG7PbNbmoRmRCqg596yxYzA425/GvDq4LESldRdjthVgluSREKMnoTWnbsCqnPWqaWkpTbs7561fgt5VCjZ0rWlg69/hZM6kO5Zh/1g+tagziqUNuwIYlRVwcDHX3r3Mvw1Sm7zVjhrTUthaTrSk0gr2jAUdKTHNOBwKaDQAE0hpaQ0AIOteVuu2Z9xONx+7Xqg615kygyvkkfMauIituOMHJOOM9RUkeYxwAeDnIqXYnlGRCN2eAagJbkqe/SqAbg45Xp3NIem3ecDsOlN3EsMtg+lSbRyB93Iz6mkBGWyD057mlPGOPlA6mlKDaM9ByAOtMZSSvGVFMBwx179sVLlQMYbJ6HHFRkA9h9BThkZUAZP8AOkA9eTg8AVYhbkEev3qpHeQFAIA/lUiK6ttDEkc8dKNwG31osm6RQdwJ4B61mK7L1JHOPpXUNLbyWqIkJWVfvSZ61k3diRIzxgbupX1qGhoprK5IO4kfSplnkBwCQPQVAu5TgoRzjmpCVzgjB55rNsY92Zmzkk+hNISQO5pEK/eOaUH16+tA7CIpyTxjtUpbdgAgYHNN4JG3A9c96RYwTknI9KCth2A2Dz7YoaL5eOPWgMEJIOO2KcGMhyeg/nUMLhEm3nBHoa6S2jPlZ9cc1gBDkcgjIyK6WMFUC9TjjNXEmQ4R4Yk4/GnFCvOevpTsjyyjL82evpShWI9c+9WSJGMA9Pxp3zKMNyucdaVQQOgHue1NG0k8HOR1PemBIYzGFJwc8AjtS7BgbiSCcDHrTF3AZznJqWMqWDAdD27UATKgLBRlVI5Park7xhQAdzZwAO9QRYLAbsgZ4qTYgYsF560wPieiiipAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr7L8FDPgLw7/2DLb/ANFLXxpX2Z4Jx/wgPh05/wCYZbf+iloA1JLfd1FRfZQO1XeKOBQBXSAD+GrCRqO1GR60oPvRsA7AHSkPBpNwzQSKAFzS5puR60Z460AP7UmKAR60cetAAabSkj1pOPWgABwc15dLIv242+XknfJWOOMsQM9TjoPevUQRuAyK8xa0l8yUu0qq5AIEKvuAJI69DzjNVERHfzfY4VG0vIziNFyFyT656D61DNJ5dpHODAwIyxV/kUd+e/4Vfig8u+F1HZ7Ssnmk456Y6nPr0qG6s5bmz+yyzXbZZjJNIgeQqcfKB0AAGBTuBUug0N1JEFjCQIXmmkfYqDOMc9TntRLIyaj9kOxdioXlkfC/MMqFHViRz06EZ61durWS6kkAaZFk3Zzbo/U56NkDH07CnOkrJOqfaoTM0eZYmBk2ou0DJ9RjJ9s0MCkgmkuIYt9uplcpHuc7iAMluAeODUNtJ9qLsSscPzbCz/NIAcZC9h9cVotayyajLfPGRMyFI0IBEYLZYj3OFH0X3qZInhhto4zcLDbKyLEuAkuehY9TjpigDP2Sm3kk2IHRggjV8tyCRnsOlPhLOJBI8AeJVZ4433Fc9Mn68VJFaSQ2MsQabzZJPN3eUAqnG0Y57A/jUcdgtrEUtxcEMQzGSMZd+7s2ee+BgAe/OQBwJDcEbSeh7VMuxyBgnB701IJh/A27vkdKn+zyhA+1s+mw8UACgDGO3anELuViM54yPWiMOrAeS/PfFSrE5OTG3r0pAVrmzWdcE5bOMqKqHS33nDbvStfy5C33GxnOMVIIXxyjdf7pqWgOelgli+V0IAqNcjOVPFdQsTN8rRn3ypP9KhaBH62mOuTjGaXKUmYGH2ZC5H0oEE8i/JGTn0ro4bGNF3NC+T09Kt+WYwAkO3A54oUB3OYjsruSVQIDkAHk8HFWRpV3IxYxhU3dAehrbPmN8vlvjFOSNyDlWUe1P2aFcyodNmMmW4TvnpWukeUJVsEcD0pSHAwu88cgimiN9vKnPrT5bCF3c4JzzzVqExxE7xkEcc96pqjdPLZj2p3lSLL8ytjOcEdKAJZHBUspxnsD3psZ2g5y2enHQ0mx9w+U5/mKd5bAqPnAz2FAEwJZcsOSePahFPmYC4OeM06KMhwdh54zipkhYnAQgg5waAJkUpknHfNMmkkEZC/MccDpU+35ckDk9hVfDSybivPoBRcD/9k=", "path": "030450.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.
030451
Women Tops & Tunics
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", "path": "030451.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.
030452
Women Tops & Tunics
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", "path": "030452.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.
030453
Women Tops & Tunics
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"path": "030453.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.
030454
Women Tops & Tunics
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", "path": "030454.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.
030455
Women Tops & Tunics
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", "path": "030455.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.
030456
Women Tops & Tunics
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", "path": "030456.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.
030457
Women Tops & Tunics
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"path": "030457.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.
030458
Women Tops & Tunics
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I3SpLK7tjNQk5NPkPNR1QhDRQetFIBKKKKBgaSlNJQMSiiikMSiiigYlFFFIaJ4sYqfNUgxFP80461LRSZZyKBVTzD61NHJmlYdyWlpKWkMKBRSigApRSUopiCgUUCgQtAopRVCYUtJS0CClpKWmIKWkpaBBS0lLTEFKKSlFAgpaSlpiCjtRSgZwKBHzt8Rbj7R4/1Q5yI3WIf8BUCuYNanief7T4s1ebOQ15Jg/RiP6VlV71NWgkfNVnzVJPzEOfWvSfg1p6za7fXzDP2aAIp9C5/wAAa81NezfBa326Nqdxj79wqA/Rf/r1linakzbBxvVRD8X7uKcWelSWfz48+O6zyvYqP6/hXlH9m4+7MfxWvU/i5IG1TTYyCNsDHJHBy3b8q86zSw2lJHViIqVR3M82Ew6FD+NJ9hm9F/76rRpa6LnN7KJnfYps/wAP/fVOFjL3KD8T/hV6l470XD2USkLA95B+ApDY4I/edfarvFBANFx+yh2KLae3/PRfyoFivRnP4Ctu3lsAu2ZZFZQM7YxIznueSFUe3JqS5t9OnsnubC4PmxHM1vImxtp/iAyc4PXBNK4/Zx7GPDbwxcjk+pqtfLidW9RV/aCMkCq9yFaBsLnbyD6UxTiuWyM8UEUUAnuKZyH054W1GDVfC+nXduNsbQKm3+6VG0j8xWvXnPwbvTN4bvLNjn7Pc7lHoGGf5g16NXhVoctRo+koT56cZBTW6U6msM1kbFST71R1LIOaiqhBSUtJQAlFKaSkMDSUppKBiUUGikMSiiigYlFFFIEFJS0lIYU+M4NMpRwaBl2lpKWoLClpKUUAFKKSlFBIUCigUwFpRSUoqhBS0lLQIKWkpaZLClpKWgApaSlpksKUUlKKAClpKWmIKVeo+tJSr1H1poTPlfVONb1DP/PzL/6GarVoeII/J8T6tH/dvJR/4+az69+GyPmKnxMaete7fCKMReCXkJwHupGJ+gArwlulezeEr3+zPgzdXQ+8PPC/Vm2j+dc2LV4JLudeC0qX8ji/FmtyeINdnuHbdAjFIEPRUB7fXrWF5Y+n0NPFKa2jFRSSLbcndkZU9mNH7z2NPoqhDdzDqv5GgyDuGH4UtLQA0Oh7ilODS7QeophiU9vy4oGBBTBbo3QnjNXNIhjl1WLzl3RKGeXthFUkmrVprtza6WdNlDT2YBCR+aUZAeoUgHj2IPtiq0l8Bava2lstrBJjzcOXeXHIDMf4QedoAHrmgDPUM6jfwMfdpxAKlccEYpSMGg9KBGY8Zicqe360nFW7lAyhwOV/lVSqOOpHlkerfBab99rEHqsTj8yK9arw74Q3fk+Lpbcni4tWA+qkN/jXuNeRi1aqz28DK9FeQUhpaQ1ynaVphzUFWJqr0xBSUtJQAGkpTSUhgaSlNJQNAaSlNJSGJRRRQMQ0UGikNBSUtJSAKKKKAL1LSUtQaBSikpRQAUopKUUyQoFFAoAWgUUU0IWlpKWmIKBRQKBMWjvRR3piFpaSloJYUopKUUwClpKWmIKUdKSjtQI+aPGUfleN9aT/AKe3P5nNY3aul+I8Xk/EHVhjG51f80U1zY+7XvU3eCfkfNV1ao15jG6V6QLswfBewtwcG4vnU/QMT/hXm7Curnvc+DNDsR/A9xKfqXx/Spqxvy+prhnZv0/yMsdKd1qPdThwKs2HYzS4xTM0pNACnrSHik6mgnmgBw6UUmaAc0ADcg02M5QZ6jilJpkfDuPfNACuaQGlcUzvQAEA8VnkbWI9DWhVO4XbKT6800Y11pc6P4dXBt/HulEfxyNGfoVIr6Ir5m8KzfZ/FukS5xtu4+fq2P619M968zHL30/I9DLX+7a8woPSikrhPSK81V6sTVXqhCGig0UABpKU0lIYGkpTSUDA0lKaSkMSiiigaEooopDCkpaSkAUUUUDL1LSUoqCwpRSUUALSikopki0CgUUwFooFLQIKWkopoQtAoFFArC0d6KO9AhaWkpRTQgpRSUopiClpKWmIKUdKSigTPBvi3b+T45aTGBNaxPn1xlf6Vw6mvUfjVbBb3R7oDl4pIj+BBH8zXly817eHd6UT57FrlqyFNX4py9pBGekYZR+LE1RNWoUxED681qyKHxE4607PFRqcU4mkdYu6k3c03PNFAh26lplOBoAdmgcU3PNLnigAJzTAcTEf7NLmowf3/PoRQBK5+WmA0rHKmowaAHk8VXuhnYfqKm7VHcDMQ9jQiKivFhpsnk6rZy/3J42/JhX1MTkk18oI2x1f+6Qa+q7eTzbWGQfxxq35gGuDHr4WdOWvSS9B9FFFecesV5qr1YmqvVCA0lBoNAAaSiikUBpKKKAA0lFIaQwoooNAxKKKKQwpKKKQBQOtFA60DL1KOlJSjpUFhRRRQAtFFFMQoooFFAhRRSClpiFopKWmhCiigUUAwFLSUtBIClpKWmIWikpaYmLRSUtAgpaSimB5l8aYgdF0qXHK3LLn6r/9avG1r2/4xxb/AAlbPj7l4v6qwrxBa9fBv90jwcev3rJO1W4eIxVPPFWrfmL8a6WYUPiJCacOlNI5pe1I6wIzR9aCaTrQIU0oBNAWgnFACYprHAp2ajkyQBQA5W3KDUWf34/GlhP7v6E0zP75DnqTQBOT8ppi9af2P0pgPtQA+mT4ELH05p2aZIMwv/umgTV0VCMivpnwvdfbPCmk3Gcl7WPJ9wMH+VfMo+U47dq9/wDhfdfafAtoveB5Ij+DZH865McvcTLy6VqjXdHY0UUV5R7RBNVarE3Sq1MQUGikoAKKKKBoSiiigYlIaWkNIYUGig0FISiiipASiiigAoXrRQOtAy9RRRUFi0UUUALRQKKBCiikpaYgFLSUtABS0lLTQgpaSimIWlpKKCRaUUlFMBaBRRTELRRRQIWiiimI434p2/n+Abxu8MkUn5Nj+teAL1r6a8U2J1LwpqtmBlpLZ9o9wMj9RXzbp9jdalcpb2cEk0zdFQfqfQe5r08FJcjXY8fMIP2ia6kWDipLZikm0ng/zr0TTPhRcTwq+oakkDkZMcKbyPxJAq1d/Ca3S1ma21G4kuEUmNWRQGYdB7V0OvT2uY08JWXvcp53R2pCHjYo6lXUlWUjkEdRSjmtDQKUCgCgmgQu7FNzmkzRQA403GetLRQgGgbVqsn+tjzVmQ/uziq+MSR/WgCz2NMAp+OOaatADhwKGGUI9QaBRQBnqQ6AivY/g1d7tK1OzJ5jmWQD2YY/pXjEQKn2Nd98LNZXTfFgtJP9Xfp5OfRhyv8AUfjWWJjzUmZYWShWR7tRmkoNeIfRFeY1XqaY81DTEFJS05BlqAGkYpKmkXAqCgYUmaU0lA0FIaWkpDCkpaSkMKKKDSASiiigAoHWkpR1oGXqKKKgsWiiigBRRSCloBhRRRTJFooFFAC0UgpaYhaKSloQhaKSlpiFFFJS0CClpKUUwClpKKYhaWkooEL9RkVwVro9lol9c21jCI0MrMT1JJOeT3x29K72uT1BT/bU2P7/APQVtSb1QrLmTZp27ZA4zxVhlx14zVS0OxTu6ipNUlNvbR3I6JIu7/dJwf51sloNvU8k+Iuj/YPEAvI0xDejccDgSDg/mMH865LpXrvxMtjL4WM2ARBKjg+2cH+dePb676MrxPLxEOWehIWpuc03OaUVoc4v4UtFFAC0nejNHrTAZKf3ZxUJPzofcVLJ0H1qGTjB96ALdMFOpvc0AOHFBOAaTrQehoGZsAG7HX0FbXhpxF4r0licYu4s/wDfQr174caHZWOhR3MdtF50wyZGUFyPrXTTw27XETPbwkq4IJjHBzXPUr2TVi6eCd1LmNQ9TSGg0h6V457JVl61HT5PvVHTEFSxdaiqaKkxoWXpVep5TUBoQ2IaKKSgEFFFFAwpKWkpDCg0UhpAFFFFACUDrRRQMv0UUVBqFLSUUCYtLSUUCFooopiFopKWgQoopKWgAFLSUuaYgpaSimhC0UUUCsLRRRTEGaWkooAWikFLTELXL6swh1SYnr8r/h3rqKw9XijluHYf6yKIP9RnkflWlLcT0I2mCCOSMZU43e4pPEL+Z4Sv2UnKwl1x7c/0qO0thGzWUhJjkG6JvQH/AANXbULdabNaTqCCpjcHv2NdMXqD1Ri3zprvhHBwVubfH0yOP1rw3Yykq3VSVP1FezeDwsun3Gi3DmOaykaPGOWUH5SPbFeQXkRg1C6iJyVmdfyY11UXZtHDi1dJkIGKdSUtdJxB/KjvR2o6dKBC0UmaXtSAjc5AHvUUo+WrMVvNcuVhieQryQozirB0TVZVPl6dcMPUJSckilFvZFfPFNI+alHA+lXLPRdT1ON5rGymuIkbazRjIB64ptpasSTexT6UBTIwRAWZjgAdya118J6+Rn+y5wPfaP61p+HfB+p3HiK0hmjEAjcTOzHOApB7flWcqsUr3NI0Zt7Hqfg2N7fQLe2kG2WJNrqf4SOCK0ZV3scdRTYIDb6vdquQkoEq/j1H5/zpsDNJqMgONij17muO/MrnpxjY00beisO4zSnpTIBtQr/dJFPbpXDJWk0arYqS/eqOpJfvVHQAVNHwKgqVTgUmCGucmo6Vjk0lAwoopKBoKKKSkMKKKKAEooopAJRRRQUgooooAv0UUVBoFFFFAmKKKSloEFLSUtABRRRTELRRRQIWikpaBBS0lFUgFpaSigQtFFFAWFopM0tMkKWkooAWuU1TUvsmsySMu6Jl8pvYetdSzbVLHoBmuNuIBdSOzc7iTWtLTUVrl2O4WSyidZFaS3PY9VPX+hokvhDfb15Wb5gQeM9xWLHb3dhIWjQvD/dHXH+HtU8ckNwrGFCD/HA/DA+q1vcpRF1TTM6nDfQZHmn5thIIP1HrUl34P0m8jMn2SJJCMk7RyadZXzuwgk7cgtwRW+jb4Ub1ANHM+hMorqeaX3gmxhkKtA8fvG5xWXJ4Ot2J8u6mX6gGvVLuJJk2sK5qe2McxVQSScAU1VmupDoU3ujm9J+G02qtLs1MRJGB8zQ5yT261am+EerrnydSspP94Mp/ka9R0mxGn2EcOPnPzOfUmrtQ8VUvuZPDUn0PDNQ+G/iLT7aS4MdtNHGNzeVNzj6ECudOl6gvWzl/AZr6K1RPM0q7T1ib+VeZRw7m4XNbQxU2tSfqcHsyr8PtEYy3c15bMvKqokXGe5r0g2qLblVUKMdAMVn6JB5cHPWtnGUxWc5uTubwgoR5UeW6z4KjurmSa0cQSsxLIR8jH+la3w+0jU9Jlv4L21C20oV1k3gguOOPqDXWXGn7m3LxUlpG8SFG6dqr2suXlZLow5uZbjbhQqnim+H4Q13dXRHQCNT+p/pS3TAIfpV7RIvL0xGxgyEufxPFc83aJsS3DiO7385EJH/j1c7bTyf8JFd5aTyyqYAbgECtGXUYJPES2sjbYTFs3lsbmzkgGs63tYv7fNz5+9GkKKoPB2gcn1ropq0UJHTQMWlkPOOKnNRw87mPc081yVXebCOxVl61FU03WoakAp2eKZS5oASiikoGFFFFIaEooooGFJRRQAUUUlIAooooKQUUUZoAvUtJRUGgtFFFABQKKKCRaWkooAWikopiFpc0lFAmLRSCloELRSUtABS0lFNALRmiimIWikpaADNLmkooEyC9k8uymb/ZIrnYlya2tXbbZbf7zAVlW4561tBe6Jbl6FAQMilm0y0uV/eQruHRhwR9DUkIAAqetEJmJPoSGUOHdj3LHJP41qAbI1AGABipT1qKQ4U5phcpzPhSai0u1+06l5rDKQ8/Vu1R3cmAa29MtvstkisPnb5n+prObsgLtGaSisbjI7gb7aVfVCP0rgbK3GQSK9AcZRh6g1xEHDYrWl1Bbm5aEBBiry9Kz7Q4UdK0F6da0B7js1HJgVJjFQSsQCaCTPvCTGwHfgVpTSNBBHbRcFUAJz04qpCnnXkanpuyfwrVltUkmEvRwMZHeo5oqSuUcnqGhi/AUuE2nJZgdo9gO9bGk2KWVrFCiEsgITeOg7sfTNX/ALD+9DtKWx2ZRgVYjiWPOMlj1Y9TWkq8baBuKi7EC5z7+tOoorkbvqUkV5qr1Zm6VWpolhRRSUwCiikpDFpKKKAQUhpc0lIYUUUUAFJS0lABRRRQUgpKKKAL9FFFQaBS0lFAC0UUUCYUuaSigQtFAooAXNFJS0xMKWkooELRSUtAC5opKBQAtLmkop3ELRSUtAhaKSigDJ1t/wDUJ7k1Vtlp2sPuvlXsqCi2PAxXTHZCSNGMYAxUxHFQRmpsirRL3GMcVWmPWp3bjpVK5fahNIZBaQ/atSQEZRPnb8OldHmszRYdtq0xHzSN+grSrCbuwQuaM0lFQMD0P0riYhiQ/Wu2PSuKT75571tS6gtzUtTxWihGKy7ZgCBWkpBFWD3JC3y1UlY81MzDFVJX4pMRY0xQ1w7/AN0Y/OtbNZ+lJi2Zz1Zqv1jPcaCjNFJUXGLmkoooGRTdKq1bl6Gqh61SJYlFFFMQUlFFIYUd6KKAEooopDCiikoAWkoooKsFJS0lABRRRQBfoooqDQKKKKAFopKWgTCiiigQoopBS0AFFFFAC0UlLQIKKKKYhaKKKAFopKKBC0UUUALmikozjk9qYjmNRk3alMR2bH5VJatnPNUZHLzsx/iYmrtouDXVa2g0tDWhPFSFuM1Cp2qD3pryZFMloSWUVnTFpnCL1YhRU80g6UumR+bqG4/diXP4npSbsrisbcUYhiSNfuqABTqKK5ygooopAIxwpPtXE5y2feu1f7jfQ/yriB1ral1BbmhbHnitJX44rJt2wBV9TnkGqKaJmJ5qpIxOealL4BzUA/ezKvqQKZNjes08u0iXvjJ/Gp6QDAAHQUVyt3Y7BRRSUALmkzRRSGMk5WqjdauNyKqOMGmhNDaSiiqFYKSlpKACiiikAUZpKKACiikoAWiikoKCiiigAooooAv0UUVBoFFFFABRRRQAtFJS0AFFFFBIZpaSigBaWkooAWikooAWikpaBMWikpc0xWCijNGaACq99L5NlK/fbgfU1YrI16fZAkIPLHJq4K8kJmJENz9K07dMEGs62UkjvWwoEaEn0rqsPpYkZ/yqB5AQcGqslwC+ASBSeZxUsLDpHwM5rW0mHy7TzD96U7vw7ViohnmSIdXOK6dQEQKBwBgVnVdlYkdRRRWIwooooACMgiuHYYdh6Eiu4riZxtnkH+2f51rS6h1J7UHjPrWkvArKtiWOBWmMqma1KYyRsClsF8y/jz2Oaru5JNWtI5vc+imk9mTJG/SGijNcoBRRmjNAwpKKKAA9KqS9atHpVaXrQgZFSUUVRIUUUUAFJS0lAwoFFFAwooooASiiigAooooAKKKKAL9FFFQaBRRRQAUUUUAFFFFAC0UCigQUUUUCClpKKAFooooAKKKKAFopKWgAooooFYWuX1eUz3z4Pyp8o/Cujnl8mB5P7ozXKEl2J9TzXRRXUl7ktnw3TrVyeUGLHSq0XC4x0pszHFb3KsUzJulx6VZUkjmqsEZknJ7Ve8rLBVHJOBUg2X9Gg3TPORwo2j61tVDawC2t1jHUdT6mpq5pyu7kpBRRRUjCiiigArjNQXbPKfRj/OuzrlNTUfa7hcfxGtaXUT3KtiCSGJ4rak2mIe4rDtSUx6CtVZQ3FalMrMSQRV3Rhi6b/dqsVHIq/pK4nc/7NTLZikzYoNJRXMAUUUUh2Cg0UlAWA1WlqyelV5etNAyCiiiqJDNGaSigLBRRRQFgoooxQMKSjFFABRRRQAUUUUAFKBk0lSRjJoYFuiiioNAooooAKKKKACiiigAozRRQAZpaSloAKKKKBC5ozSUUCFopKWgAooooAKKKRmCqWPQDJoAy9buNsAhB5Y5NY8CkgmpryRrmct61JHEUQDFdsYqKsZp9RikoMUxgXyKtC2LdTS+Rs680yrlaKPYuAOT3rT0y23P9occDhP8AGqscTSyrEOrHr6Ct1FWNAijAAwKyqysrC3Y6iiiuYoKKKKACiiii4wrm9UT/AE6b3Of0rpKxL9Q17J68fyrai9WTIyYVByDwauIm3nrQ1qpGV4apoYTtwRxW4NkLda0tKXDOfaqjw4AxV/ThgP8AhUz+FkXu0X6KSiuQ0DNGaKKBhRRRQAh6VVlPNWXPFU3OTTQmNzRRRVEoKKKKBhRRSqMmgCWNM1J5YpUXAp9TctIhaMAVXIwauP0qo/3qESxtFFFUIKKKKACp4RUAqyhwtJjRNRRRUlhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAC0UUUCsFFFFAWCiiigLC5qlqU2y22Dq/8AKrlY+oMZLwIP4QBWlJXkTPRFSOEsc1fji+UUkcQwMVaAKrjHArqMmyLaKhlwAasOQFqjOxJxQJMvabF8rTHktwPpV+o4E8uBE9BUlcc5Xlc2irIKKKKkYUUUUAFFFFABWNd4a/kHoQP0rZrEkO67lb/bNbUd2RMsxxggHFSCM5yBxSQdMdqtAcVvYzbKMicmp7EYEnpkUTLgU6yGEb3NRU+Fjjui1RSZorlNhc0ZpKKB2CiiigLDJDxVRutWZTxVU9aqJLCiiimKwlFFFABU8S96hUZNW41wKTGh/SiiipLEbpVN+pq43Sqj9TTRLGUUUVRIUUUUAKoyalIO2mRjJq0FyKljSHUUUUiwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAFopKM0AL0rCX95M8p6s3Fa91J5drI3fGBWZBgjAroorRsxqPUsxLgVNk7aYg6U5jnitzIikzVaNfNu0Xtnmp3NLp8eZnkPbgVE3ZNlR1Zo0UUVxm4UuaSigBaKSigBaKSigAJwCfSsKM7iSe5zW1MdsEh9FP8AKseFehroo7MznuaEWMCrI6dKqRZwKtAjGa3RkV7nhaktBiHPqar3JyTzVuBdsCD2rGt8JdP4iSiiiuY3sFFFFAwopDRQBDMeKrVNMeahqkQwooopiCiilHWgCSJcmrI6VHEvFS1DLQUUUUDEbpVST71W26VUf7xpoljKKKKokKKKKAJohzVkVDEOKmqWUgooopFBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAgooooAKKKKACiiigZQ1WTbAiDqzfyqC1yVyRRqTb76GMHhVyfxqeBBiuykrROee5OgAHSkccU/gKP1qKQ8GrZmirMcL71ftIvKtlXueTVGNTcXSr/AAryfpWpXPWl0Nqa6i0UlFYGotFJRSAWikpc0AFFGaKAIbs4tJT/ALNZ0I4yelX74/6HJ+H86pQDK100vhMam5Yi+ap84FRxgKKe/AzmtkZlOclpAM5ya0wMAD0rMj+e8Qdgc1pVz1nsjWl1FoNJRWJqFFFFIApD0paa3SgCtIeajp7nJptaIliUUtFAhKcgyaSpYl5oY0ToMCnUDpRUFBRRRQAjdKqP1q23Sqj9TTQmMoooqiQpR1pKcgyaGBZjHFSU1BxTqgsKKXFLigLjaKdijFAXG0U7FGKAuJijFOooC4zFFPxRiiwXGUuKfijFOwmxmKMU/FGKLMVxmKMU/FLtoswuiPFLtp+2jbRYLjNtG2n4oIABPpRyi5jAmPmapMewO38qvwg4rNt23SNJ13MT+daUJwCa7kraGEiV8YIqnM4ANTyOOaqKhuLlIR3OW+lDBF2whKweY33n5/CreKkCADAHFG2uOV27mydlYjxRipdtG2lyj5iPFGKlxRijlYuYhIoxUpWjaKOUfMRYo21JtFLto5Q5ijqAxZSfh/OqcPABq/qQ/wBAk/D+dZsTYUCuikvdMpO7LoOaSQ8GmpyOOlJI2FOa0JG2KFrh3I+6MVo4qDTkxbbz1c5q3iuaprI1hoiPFGKkxS4rOxXMRYoxUmKMUWHcjxUUnC1ZIqvNTSE5FQjJpMVJijFVYnmI8GjFSYpMUWDmGgEmrMa4FRxrk1bUYFTIpMbikqTFJipsVzDKKfijFFguRt0qpJ96rzDiqkg+amhNkNFPpMVQrjafH1pMU+Ic0MCyOlLQBxS1BY7FLinYoqrEXG4oxTsUuKLBcbijFOxRiixNxuKMU7FLinYVxuKMU7FLiiwcwzFGKfijFOwrjcUYp+KMUWFcZilxTsUuKLBcZilxTsUYp2C43FQXj+VZTP6Ias4qhrDbdOcf32C1UVqhXMezU7Ae2OK0lXatVbVAqqPQVZd8LXSJsgndUQsewqbRICYnunHMhwvsKpurXMyRKOXOK6KOJYoljQYVQAKzm9LBcMUYp+KNtY2C4zFGKk20m2iwuYbijFP2ijbRYOYZijbT8UYp2C43FJtp+KMUrBcoaov/ABLpvoP51kRL8ora1XjTZvw/mKx4eQK2gtARbT7oFQ3ByABUwGRxTIY/Nvo17Zyfwq9hmrDF5cKJ6ACn7afijFc9guM20bafijFKwXYzbRtp+KSlYLjCOKqScmrUhwKqNyapITYzFJtp/einYLjMUgWpKVFyaVh3HxJ3xU+2lRcCnVLRSYzFGKdRSsO4zbRin0lKw7jCOKpyj5qvHpVWUc00hNkGKTFPxRiqsK4zFSRDmkxUkQ5pNDTJwOKMU/HFGKixdwpaKUUyRKWiigAooopiFooopiCloooAKKKKBC0UUUCFooopgFLSUUALWRrjZFvEO7FvyrWrE1U79RiTsiZ/M1cNwQ6GMBQfSkmOFp8ZwmKrXT8bR1NboRa0iHfK9wei/Kv9a2KgtIRb2scQ6gc+571PmsJO7EFLSZoqQFopKKYC0UmaXNABRRmjNAgopM0uaA1KOr/8gyX8P51lQDAFamsH/iWSfVf51mW2NmfatYbFIssdo4qXTF3TSy/3flFV5W/d5rR0+Py7NSerfMaJuyBlqiiisRBRRSUALSHiimOcCgCGVucVBTnbJptUAlFLSUAKOaniSo41yatKMCk2NIWiiipGJRSmkpAFJS0UDEPSqkw+arZ6VVm60IGQ0UUUxBUsQ5qKpoetJ7DRYHSiiipLuFFJS0CFopKKBi0UlKKYgpaSigBaKSjNAC0UlLmgQtFJRTELS5NNpc0ALmjNJmjNAWFzWBcN5uqzt2UhR+FbjuERnPRRk1g2qly0rdXbJrWmhMs9Ac1FaJ5+oqCMqnzGpJztWp9IjAhkl7u2PwFXN2QtzTzRmm0VgOw7NLmmUtAWHZozTaKAFozSZozRcLC5opM0ZouFhaKTNGaBFHWf+Qcw9WX+dUbZMKM+lW9WYGGOP+8+fyqKNCAOK6Ka90LjJRuAQfxHFbKjaoUdAMVlW6771Aei/NWrmoqvWwDqTNJmjNYjFzRmkzSUALmoZm4qUniqspyaaBojzRSUVQrC0UlKOtAFiIcVN2qNBhafUlIWikopDFpM0UUgFzSUUlAAeBVWY81ZPSqkh+amgYyikopki1NDUFWIaTGieiigUixKKTNGaQ7C0ZpM0uaAsLmikzRQFhaM0lFFwsLmikozTFYWlzTc0uaQWFzRSZozRcVhc0fjSZozQmFhaKTNGaYWKupy+XYSer4UfjVG24jUVPq5LJEmOrE1DBn5R6V0U17pEtwucmpdCuftFlKNuPJneL8j/wDXqC7mVXycADkk9AKq+C5DNpV3cbtyTX0zofVcgD+VOp8LEnqkdLRSZozXNcuwtGaTNGaLjsLmjNJmjNFwsLmjNJmjNFwsLmikzRmi4WFzRmkzWD4s1mPSdIwXxLcsIkx1AP3m/Bc/pVRTk7ImVoq7LMj/AGq7Lg5ReF+lTt8o/CqmnMjwB4zujP3SORU8zZBwRXYkooz3H2BLXLk9l/rWhWbpv+slPsBWjmuWo/eNIq6FopM0ZrO5XKLRmkzRmi4WEY4HWqjnJqxI2BVUnmqTEwzSZpM0U7isOzTo+TUdTwik2CRYXpS0lGakqwuaM0maM0BYXNGaTNGaAsGaKTNGaVx2BjxVNz81WXPFVGPzU0JoM0ZpuaM1QrDqsQ5xVYdatRcLSbGkS0UmaM1NyrCZozRmjNTcoM0uabmlzRcBc0UlFFwFopKKBC0UlFFwFozSUuaYBmjNGaM0AGaM0ZozQAtFJmjNO4HIeL9Iv9V1G0NnqBthHGQVywySevFY6aD4zh/1OrhuwzMf6iutuJd2qNzwOB+FXkOU47V3UpNRSOScE3c89k8NeJb6YRapqI8kn5v3m7j6ACtn4etJB/a+nOxKW1wNoPbOQf5A10F0y7/MJCqBkknAGO9Zvg1IZY9U1KHJjvLxmjYjGVUYB+mc0VpvkdxU4WmrHUZozSZorhudYuaXNNzRQMdmjNNooAdmjNNooAdmjNNooCwua4vxLYJrPiaK0nLeVFYs6Y7Mz4z+ldkxwKxbyNjqCzjbt8vyzxz1yP61rRdpGVVXjY5SPwdrNmCdL1nYOoUsyfyyKJIfHVp96aKce7I3+FdvbsDz6VFO4LkV2ubsc6proY/gm81G4fVItSfNxDKilRjC5XOOK67NY2kRkX1/JsVVPlKCB97AJJ/M1r1w1XebOmkrQQ7NGabRWZpYdmkzSUUXCxFMeKrE81NMagqkQ0LRSZozTFYcoyatRgAVBEMmrI4FS2WkOzRmkzRmpuMM0ZozRmgAzRRmjNABRRmkzQA2TpVRutWpPumqh61URMKKSimIcvWracCqsYyatjpUyGh2aM0lFSOwlFGaM0irBRRmjNAWCiiigLBmjNFFAWDNFFFMQUtJRQAtFJRQOwtFJRQFhaKSmTP5cLv/AHVJoWrsJ6GBu33Tue7GtFGxEADzWRDuJX3Na8cWEFd6Odmdr0H2vSXtCxUTyRxMR/dZwCPyzXQxxxwxrHEgSNRhVUYAFZF4vz2nvcx/zz/StFp8GsK97pFUrassUVFHJvGakzXObC0ZpKXNFwDNGaM0ZoAM0ZozRmgAzRmjNGaAGyH5TWXcnJH+9WjMcKaz5BuI+ta0fiM6mw+3x83tUUnLk1NBGPLYnuagk4Jx0rrZki/YkeRjvmrNU7EkKR+NW81x1VaTNqbvEWikzRmsyxaQ9KM0jHigCtKctUdOc/NTM1ZItKBk03NSRjJouFieNcCpaaOBS1DZVhaKSigdhaKSigLC0UlFAWDNGaKKQWGSH5aqHrVqToaqHrVIloKKM0VVxE0I5qzUMQwKlqGykhaKSikOwUV8tf8ACV+I/wDoYNV/8DJP8aP+Er8R/wDQwar/AOBkn+Nej/Z0v5jz/wC0Y/yn1LRXy1/wlfiP/oYNV/8AAyT/ABo/4SvxH/0MGq/+Bkn+NH9nS/mD+0Y/yn1LRXy1/wAJX4j/AOhg1X/wMk/xo/4SvxH/ANDBqv8A4GSf40f2dL+YP7Rj/KfUtFfLX/CV+I/+hg1X/wADJP8AGj/hK/Ef/Qwar/4GSf40f2dL+YP7Rj/KfUtFfLX/AAlfiP8A6GDVf/AyT/Gj/hK/Ef8A0MGq/wDgZJ/jR/Z0v5hf2jD+U+paK+Wv+Er8R/8AQwar/wCBkn+NH/CV+I/+hg1X/wADJP8AGj+zpfzB/aMf5T6lor5a/wCEr8R/9DBqv/gZJ/jR/wAJX4j/AOhg1X/wMk/xo/s6X8w/7Rj/ACn1LRXy1/wlfiP/AKGDVf8AwMk/xo/4SvxH/wBDBqv/AIGSf40f2dL+YX9ox/lPqWqepSbLNl7vwK+Zv+Er8R/9DBqv/gZJ/jSN4o8QPjdruptj1u5D/WnHL5J3chSzCLVuU+hoEAIxWzGAYsV8vDxLrw6a3qQx/wBPb/417Z4Z8a6bNo+m211dyR3Ito1kkuAcMwUZO7vk9zWsqDhrcUMTGppY6nUFJ+ykfw3Ck/kaXOTRdSxL5G91/euBEQchjgkY/AGlRdx4rjr/ABHXS2LNv0qzUca7Vp9crZ0JC5opKKQ7C0UlFAC0UlFArC0UlFAWIpz8pqgx+fHtV+YZQ1yuoarfvqUmnaNaRzXMSgzzTHEcWeg9ya6cMryMazsjpolxCPpVaQZrlZF8bxyKn2uw+fkBduB+lLu8bQ43DTph6cD/AArslG/U51O3Q7O3G0j3qzXGxax4ntpI/tehQzwkjc9pJkgZ5OM9q7GuPExs0zehK6aFopKK5jewtMkOBTqjlPFMGVmPNJQetJVki1ZiXioEXJq0owKljSHUZooqSgzRmiigAzRmiigAoozRmgAoozRmgBknQ1UPWrch4qox5qkSxKVRk0makjGTTEixGMCn0g6UtQWFFFFAHyHRRRX058uFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV79ofh3SbvwhpQnsYi7WcbtKq7XyyAnkV4DXu/hzxLI/h7S7Ww0e9uZ4rSKMkoEjJCAcse3Fc2JbSTR14NJyaYuj4tNWfQLmczrazrLZk/eGRn8MDOfrXdwR4GTWDoXh6S3v59V1CRZb+fPC/ciB/hX/GulAwK8mvUUpaHrUYOK1HUZpKK5zcXNGaSigBc0ZpKKAFzRmkooAXNGaSigBGGRiuPtp/sHiHVrCd1hmuJ/tNuz8eajKBx64IIxXY1navomna7bC31G2WZVOUPRkPqCORWtGooPXYzqQclpujK1O5gtprCR51SczqiDON244Ix6Vo3EcseoWsyMNoLJIM9j0/HIrmpPhXozy+YLzUB6Ay5x+OM1rp4SO+Bp9d1W4+zuHjWSVcAjpnj5vxrq9tS6Mx5aj3RslBGsuFwNwPHGM1aHSoEtlWUSuzSSAYDMeg+nSp6561VTasbU4OOrFzRmkorA0FzUEx4qaq0xoQmRE80UlOUZNWSTRL3qemIMCn1BaCiiigAooooAKKKKACiiigAooooAZJ92qh61ak6VVPWqiJiVPCKhHWrMQ4oYkiWiiipLsFFFFAWPkSiiivpz5YKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6g8KRj/hENDP/AE4Qf+i1r5fr6j8Kf8idon/XhB/6LWvOzD4Y+p6WXfFL0NcAClpKWvJPXCiiigAooooGFFFFABRRRQAUUhooAWikooAWikooAWikooAWikooAD0qrKeast0qo/3qaJY2pYlyaiqeGmyUTjpS0lFSWLRSUUDFopKKAFopKKAFopKKAFopKKAGSniqp61PL0qtVIhjl5NW04FVY+tWx0pMaFooopFBRRRQB//Z", "path": "030458.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.
030459
Women Tops & Tunics
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", "path": "030459.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.
030460
Women Tops & Tunics
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", "path": "030460.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.
030461
Women Tops & Tunics
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", "path": "030461.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.
030462
Women Tops & Tunics
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", "path": "030462.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.
030463
Women Tops & Tunics
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"path": "030463.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.
030464
Women Tops & Tunics
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", "path": "030464.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.
030465
Women Tops & Tunics
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", "path": "030465.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.
030466
Women Tops & Tunics
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"path": "030466.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.
030467
Women Tops & Tunics
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"path": "030467.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.
030468
Women Tops & Tunics
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", "path": "030468.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.
030469
Women Tops & Tunics
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", "path": "030469.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.
030470
Women Tops & Tunics
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", "path": "030470.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.
030471
Women Tops & Tunics
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uBuUYwPSumK7nO2RXF+xhVkJBKhCMdTUEUxaOQ4xj7vue+ane4sWUjvjJOevHalhay245JYZHouPStk7EAjmSJYWzuzyT+eKpXFi2oXBRhiNctK3XCjr+Pp9autPbIVCDLkAkmrBmt44h57FUk/fSFODjOEH55b8qV9BrcifTbW0iEyRwnaNq2pX7nYD0J7k9zXL6x4bt4bctAVF9IQ4kYY2YOc118VrFAYZHmklVnMg3dfUfzrKuLpLm7l3sdj/JHjBxjqajlvoPmZweuX9wbd7c6Ylq1xJ51zNFIzrLIBjcoP3c5JIFVPCb3763bxLNKsSEykucqdoJHB9TXcJbNET/AKMNrriEumSATjdW1daYtnfS3VlcQQO6rG6PEGVguDjHbkVm6Wt0a+10szF8S31xZ+Hp98qfKiqucOCWI49zjNcV52oiHz7eCzuIgAcwW8bY6DkYz29PWu/vtNutcgEuoQ2kdpHJ5jC3QqZ+MYwTwB1rG1nwfZ2SR3dvLPbBWw0kXO3d91sdQM5H41nOLb1LhJJHEHVJzkG3tSe/+jR+454qeyn1PUb6GzsrSGS5nYJGkcCAsefb/IHtWnqthfWUaS38VvqFuw4uEJV1Huw59Ouao6deQafqlrqFjd+VNC+4Jdj5W9RuX1Ge1ZtNbmiaZYGi6leahc213JFcXVsObeK8VpeOuwdGIx0HNVtPvZNPkL6drLQEnJjnUqD9cZFa1tLp+j6jLq+n6Ndzz7WaASTrJFbu2ctlOXxk4ziuSdmLsXyHzzng5qbtBZM7VfE+rTCP7RZw3IXo1tKMn8P/AK1dH4M8WX41i2s4NOmaaZ9rI/G9OScE9CKzND0WxuPDFmPsMDR3FvNPdXxiJaJlBx+8/gIwMDvmqvw1nYa08zXFxvtgkkaByVYFtrAj05H50pNtWZUdHofQqMHQMM4IzzS1Aky+bHg5jmXch9+uPy5/A1PXntWO5BRRRSAKKKKAPP8AxegXVHPrg/pWHD9K6TxpGBfI/qgrm4utRPc6Kfwl6M9K09M5vYf94fzrKjPStjR1LahAB/eFKPxIuXws7g9aKKK0OQKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDgpUQgsQVcc9euOvPrVedE+XB+UqeGPY1YI4VXblRg85qGWNCACpJ7BT1GK+hPDuV5kG9EwAFIKjpnjt7UK6sRxgnnB7004VjuKFlGE5zjNMGWcEH5h1GOeKAROJC7eWrKpzkKATmqU1qrIRL97qqr1JHHWpnfqxI3HheetQ3KuApYNjtgcVIXM29iuLTaQouYscbfvJ+Heqi30UpYKxwo6kYrWclPnHQY/H6VmXVlHOFyCjkcTJ+PX1qZFLUj1ON3szMkcbsgGVb+NepGRyP/rVm2zR3Vu0IBAjHMbffUf1HuKsQ+dbyyxTsxAxg44IPpVGJFkZ0WRkmiY7XH8J/qPaosWWdJvJIbg28hBIOVLHqPSrV4xsbn7ZFEkik5Kkcq3YrWPcSNuSQIY5oWxKq9vQj2//AFVsQTJc22DtYMu7HqO9LRjTa2Kmk3sS6mbp0KtLtjfHcZ/Su5s/El3pEyRvNJJaucKznO32rzo5tbzy2J25ypI4YV1MVyl3ZIHX5HGG9mFJxTVhqTTuj0WDxTG8QYxeZkcbGwf1rB1bX5L6Y+X8oX/lk52lf8a5G0vJbOc20jY/ukjAIrUkmjukw3Dg8N3H/wBaojSjGXMkVOrKSs2UrvUZ1kYSkr6Z4z9D3qnJcy3EQAwOaS9E1vG7wDeoBLwvyrD1ArMgltb0b7aY2smPuHlM/TqK35jDlLBjumzyAcnqacsFwQFDq2B+FRNdajaDdNb+dH2eL5hj6dRSx65aSBt6Ak/hirTFYc9rcxncD7ZB4+lIqXKHAznHIB61ehuLWXARmHqvtVn7ICEMbZCnk5q0SUYPPlmiUhssQoyeOeK6Ng1zL8hjEJlCDuQq8Y/SqmnYhuHkePKwI0u7H3SOgH1OKLPTAfLuRM/mANlcnkn1FJu4F+4lBid2ypckqo52gcCs17YRxtIh3SP8iKATz6/hzVa8lks7qFCGPy4I9aLe9lWSBreTGPMY7+3FNaIEalkzPEBdKriEBVXvgc8fpVpLZbi5+03GSoYlVJxSW/ky20AMYWZwNzA/e75qQ7oQys2Vxg8/ypJgyzlZdwGfLZdmw9APrWVOVlsXtbtODmGTBxhDyrfhj9KuJKokHJAAwQeKiuojOY5Lcb5RgFePnQ9RUyRSZmHRm/s+W3mbzYdhUsvO3jqRXnemT22ia9Kl9Cs9nKj28p8sOdh6MuehHX1r0c35UrcWTt5cRKKTy+3nhx3Hoa5bxjZ218n2+0j8uaPiaMHgj1HrWNRaG0HZmNqtr4csrTfpWrXN3elgE8uIxoq9yxPOfYVnQXeoXDiPzRKCOBKofj15GaqxxSTSpHGpd3OFUdz7VsHw5rVhvuhAEe2IZ1WRWdPQlc5NY9TYsSafrEFq0UmlM1rKQxFrM6xufXapwfyqPT7w6FfpdJb3tlNgqGIDqQeuQwGfzrofDniaOeQQSbIZz1QnCyHvtPr7V0l9HHfW4njiDlE2SROM5X/EdapwXQhSd9TrfDWtWt74Q0xo7lJrlWSNUyA7MGx93qOM/hXXVwPgXRoV1CXU4vJ2iMJgJglj3z9Miu+rz6qSlZHdSbcbhRRRWRoFFFFAHHeNojvt5O20iuSjPNdt40XNpA3oSK4dOtTPc3pbF6I9K3dB51OH61gxHpW9oHGpw/X+lTD4kXP4WdrRRRnNaHKFFFGR6inYAopAyscAg/Q0tIAooooAKKKKACiiigAooooAKKKKACiiigDz1WC/NkqxbJPXd6+1KxLII249kOMGpJIMyEuOTnOR09CD70wjcwU7iAc88AH1r6E8IpyKJZMErjPy9cjHqaQriQFcMpOQSx/UVK2I1Klf3ZIyEHQ9qY6ssiIAWUj75ONh9/b6UDGNGGTdEwHdcdQP8KChljwflbsByKQs/mZOCTgOUHAGOtISGThdu1uobI+lSwKlzGuSFQZ6Z9R/Piqm0BiCc565ONtaUjMMiNQSRnn1zVK4j3DhDz055FJoaKk0W+LyjyQcoemD/wDXrm2bytVcHcuSMjpj2rqUy2FJ5xzzmsLX4Hh1OG5BBWVeeO461BaK86NKd0bbbhM7WIyCO6n1FFjdAny9pikTkxkZwO5U9x/KnkjzMqeCO3T6VVlhWQ/fKSoco6nlTQwRc1GETx8HJX5lOO3tS6LenmBzkkcZ9ahivJXCwyALPGdzAfdcdCR+HUdqguUa1vBNCSEY5BFIZt3C/aoORiRBwf6U60vN8QBY+YnX3FReaZY454+/PHrVW7Y2lys6LlHPPse4oA2JWE6AdD/Ca5jVbVraY3lqmT1liHf3Hv61rpc5C4YbW6D09qbcKXBYcOOQRzRYRR0/VneFWSTcDxnPNTT3lrPLi7tUcHqwGG+uRWFeD7DdpdQpsimOJEHQN6itK3nW5iBG3OOmKqO4NF+KwtJMfZrp0P8At8ge2a2rSyvo2VlcNj+HPUVy2HV1CHbz0Y9RWra6rdQD5snrjJ6mtLmdjqlhMKQRspDyMZnGccLwo/Mk1JsPkGWYYAG44OMelZKanG14vnkbhbRjBxnJznmrV9q1qNPkzIAXbAIOCe2KUdRtFaOzmvSbzeJN33IycbR706VIzO8hizGkXkq0a/ec9f8A9dWRqFva6fJmRQFiCqVGST6061v7YXCiEqY4YQR8pBBPWm29g2RG0UlmUxkAqAvOMnp37+1IupEMIZVDc85P+cVbmmiucpJs5xndzVCXTI7jJjuCoDjb3xVIg0WO+MrGPl6nJziot8keNoPy8cDms8nUdPckJ9ohHBMTcn8KuQapBNsR/llHO08HNFhmfciN5pHVjG+3lkGBn/8AVVK4GSFkUIrYBZRlCoHQjuTW7cwQTA9AxIIx3rLuIWQtkA8ceoqWkykzg7y2fR9USeLy5VDB07qe+0/4Vqy+KNO+1Nc2nh2G3kI4j+0M0SserYPP4ZrT1LTUvYVjwAxBIIP8XY+9cRLG8MrxSDDqcEVy1INM6YSuNPLliec5yOMV1Ok+ILmW0NlK7M7cCQcsy9x9feq2keFZL/R31a4naCz8wxRBE3PKw+9j0Az1qHV9AutEgs79ZGktbnJhmClSGU8g+4qUyrHs3w3vRcWdzGCvUOAPeu5ryT4XakbzVCy8O6sJlXpnHLfjXrdcWIVpnVQfuBRRRWBsFFFFAHP+LYg+mox/hY/yrz4HBr0nxLH5mkMcZ2tXmzcGpn0NqWxZgPStrSZ/IvY5D0VhmsOA5NaEEgVsVK0dzVq6sdXf6tLIm22IjHc9z/hWRDc3ltP5wusD+7t4P1NVHuCSCvelUzSDGPzrRTfQhU0kTXOpXt3kNcjH+zniq39oG2jwZnJ/vO39KlYTImdgNVmkCuGZUDeu3JqlJjUEMt7u888SwLIkfeRzjP0HU1ffVL5l/wBHmJb034qoZg/O7cfU02G2mml/0e3llP8AsLkU1zPYGoLc3dG1e8ku0iuWIB67iOldXXH2WgahLIskqCAD++wJ/IV1kEQghSMEnaMZPeiW2u5hJRv7pJRRRUEhRRRQAUUUUAFFFFABRRRQBxt/ARK+co/Ubux9Ko5dApLkHGT3/wD111WsWoZ1nAzu+RgPXsfyzXOzRopwvI+vBr26NT2kEzx6tPkk0VSV+d2XaoOSepJ9/eoZY3DgY3ruxnPJHbirL4jkXaCDgdOn+FQyDYzjCgNyGAx9RWpmVW3Irg8kHHA4x3oaJgQUTGRgEDnPXtUr5EYZSCFBOCMEj+vrTEZkKljuIILEDB56c0AVyrFCyMFTGRnnmoHiVlJk+b1I557GrZIy6gkdSB1zVeXaSoXIV8YGccetJgjPywcMFG4Dacmq+uQLc6UsqZDQtuAz27ir8keyMKpG0de5FEIyGRwGU8Nx19ayZomcdkrjJxxxSFsSAjnParF7bG0unhPQH5T7dqrMM4z3/SmmOxIyxyqGLlHByrjqp9abvaVfskgUS5zgdHx3X39qZnZwQfwp7JFPFsdfx/rQ0Ba0+SMq9sW5z8uezClYLLHJA+fYEdDWU0skLfvt0i/89kHzj6jv/Or/ANp86aKQkbHXJZTw2PSkFhLWbAMMhAOeCR3q5GxZcr8pU469qzrkLuSVOh6n3qcTM4RkPDdfrTAju4VuFeFiNso446NWZY7ghXdiVDhlzjNadyWZcA/MDkY7VlXEn2e9S7UYST74x0NLqM2YJUmQMOCO3pUwkIfaVz7+lZj/ALqVZ4+EkHIHrWtA0csBf5VdQcj1471pe6ItqVNSRhc206gE+WCd5+9zx37VQnvbi5TZEihw+4ccE/jWxeW7M753YjSONdy4xxkipH06VYlVI2Z0JKsyhR0qab7jkkYkc8s+2W6uZMDJxkgH2wPeteGSWSGP7PIEkmJ3OecD0qFdKkdvJZwQGydgyPpmtZdDj8lQ4YBhnhsfgPWtUne5nLYYxuotoN5CW7b8DNWbVdVf5oZIHHXK5xU9tpun2sKny4zITtJY7v59KuNcW0DYBBGOzdT6YqySLzdShcE2kci9CY3yD9M1H9rfG24sJcDj5o84H1FSw6kJCvlQzt/uoSMd60IoLm42s6NAhOMsOfypDMnzYdv7u4ZDnhH5H5GnNdt5RLKGGMho+ePWt7+zICMygyHb16D8qjFrBEQI7RQmedoxj/GkxpHMNMjlgrBwOcY6e9YHibTkeJb6EEFBtkHqOxrvJ7C2ut3m2pIX+LG0/mKoXmhXJRvIkMsZJ/dyAZIx0zUSV0XF2Zxmi+LptP0ldKuFMlpFM0sWOChb7w+hxTfEnidtctbKxhjeGzs9xQO2Szt1bHSsnWNMm0m+aKWJ40JzGXGMiqGQK5H2OnzO1+G3iGHQPFEbXOBb3KmCRs/cyRhvwI/U19E18lzWd5ZhZLi0uIVPIMkZWve/hl4qXXdCWxuJM31moU7jy8fQH3I6H8K5a8b+8dFGX2TuaKKK5ToCiiigCC7txdWksJ/jXA+teV3sLW93JG4wQSMV63XOeI/D4v1NxboPOH3gP4qLXVioS5WcLAwBxVpXwc5qlNDLayEOhGDUf2vnHeoaa3OlNPU01lO4c9OtW47g8AGsy3Jbk1bXIppDbRqLKjDBJqCaygmHzTyKOvyqM/nVddx6A1bS3nkwEjdj6KCa0Sb2IbSK5gsoXUmN2weCzmum0a+DXHkqgCkYAFZsXhy9uWBlXyl/2m/pXRWGkwWBDrlpMY3HtVp8qszKpJS2NCiiisjMKKKKACiiigAooooAKKKKACiiigBk8QmieMkruGMjt71yd1CyoQ6hSCQwz90j09q689ax9WtyrmbIMUmAQez9AfxFdeEqcsuXucuKp80eZdDl3XL7TkEjJzxmmgDyiTHllGRnrTp90askh27ec9TikwI3WQ4ORzxjPua9U80geTcA3AYHkdBTM+W+0Bjgb+eOvv61LcL5bNGDw2SN3+efpVZi7/Lhjs6+/p+NAySSNA4khf5WyQQOM9evr61AQ20hgMYypXk0/wAyM77ZC6jdnjv61HLvyMgop4B4ySaQIpsqKhCHPPfqM9f8mq8ZIc4bkcEY61deJiuZC20YJHHze9V5LcDcVYHd39TmoaGjN8RWnm28d4n3k+VvpXPDgZz05wK7RIUuYXtZCdsnG4dveuOuIJbWZ4HA3ocA9M1HUsicn+H06GkVgMc4pX+fjvioicEAk9e3SqAkctnKjB9c8H61CVkhDPakfMfniblG+nofenE475INOZ8j7pHoBxQA63u451eAq6yEEmJucf7p71JbyrJbbWyCSQBVWWGOUAvuDqcgg4IPrntUZvJIiBd2xlAORNCdr/Ujof0pDLzNmH5h8ynlVOapTAFGVl4DB/qD1xU0D+a7zRSCeJs5CfeX/eXtUeVJRy3ByjenNAILGXymaymOU6An07VMHksL0bj+5cgb+5X/ABqjEPNjAIPmw5XjuK1Lfy7oRxXBOCTk45wATj8apCZM81vPId107EzlyjDqOxBqzLqEAM0iEu7d2J4qlFp1tdSDfK6oUUkLxx6D0FXILPS7ZiWh3ehZi36VcL2IlYjt9XXbgIWYcfKM5/KtaJ9SvItv2bYpH35Djv6Ui30FuiiFFXIwNiAA1H/bUiIHJ2nnOBnOKu5FjQj0gswW5uWYBeVj4H51eh/s+3uFgtYGnnPO2M8/Uk9BWHYxX+tvsgk+zWmfnmPf1A9TXXada2unRLDbxr6lzyzH69SaVwsXLeJY0BkKo/cJ0PsKsKgYEBCQvUk1AgbflV5zz7e9TBmAOQWxzknrQxoliiXblycf7vShkQgssefZumKjEvOQ+V6fKO/vSbtxzjg5Bz0pWHcXYy7cBRg5IBzmmi06/JkD+EjOamV0WUnbhj6DGfwpQ0hwC6qSeka5P40AV7nSLK8t2huYI5YT1jccfrXPWPgTS9I8Q2+sWJWRYtxW1uAXQMRwwPXg8gGurVFV9pJJJ+tMlm8skKgzyeOuahwTLUmjJt/DxlWb+0JhcGWF4WbGASTnJB61zWj+B9Y8M6vBqGm6xaytE2WR1ZA691J9xXYTTSghAeQMk5qsbglWwTxyW9Kl0UylVaPQIJ0uIw6EHI5GeR7GpK82g1OaJy0MhQr3BxXS6b4oSUiO8wuR/rAP51wVcJKOsdTtp4mMvi0OkopFZXUMpBU8gg9aWuM6QooooAqXmmWl8P38ILf3hwawJ/BNq0haKXaPQiuqoqlJgckng9kbAlTb9avxeGIF5klJ/wB0VvUUc3Yd33KEOj2UPSLcf9o/0q8qqgwihR6AYpaKTbe4gooopAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAB60yaJZ4XicfKwx9PennrRTTsG5xupQSJLtcAOoxkg4HvVBcFuvyt1Y89Ohrqtctt0K3S/wcOOxX1P0Ncs0bQzAj5McFScAV7NCp7SFzyK1P2c7EUrKMjdysmCPXI/OoJbQO6rKDsHHvz3Bq6+Cm9Y9p4JK/nSOpdmd25ZcjBzz9K2MirsyvB27Mbc4GfU0kiAEFyNxOBgdT9elPkJUfKMNjjcc9+KYOEwRjBB2jnA70rjQzdkFvlA7Ac1SuIthYrklgMbh3Bq9IpIKcYPQjqpHf3qGVAUI+YMOfmNAGcDsc5zhTnjtWV4itkfy71AQXG1x7+tas6gMARjPOelLFGt3BLZuM71P4HsRWbRaZwzEkkDIPb2+tDLyARg9dwNTzQskhR8AqSCKrlBt+70oGRtu3EZ+WjO3HzEegpZG4AGcelMCHGOtAEm8buoxTnI9Tz7VEpOSCMmk3nOKAI5bVXZZYyY5B/GnBFRTTyouLqMN8w/fpwev8Q6GrLFx0IGfTvVe9H+hS+2Dz9aQ0SkNBegg/fH06Vp2i4vYGQ4SRscdsjBrPnCtCroxJUBlyc/hV+0mQbBIm7cVZDnoaaExsICSrGd38Sscc5B45qZmZZBv3dRlxzRMwiyytvKztmPqQventbpJJiM5U9BnAq4bESQzzXf5IVLZPpxWpY6KsoE1625WGQgOAaW1gS2IjUKH77jwPc+1b1nbhtrrh/M6k9Pw9K0RNyeNtqokPyIvQYGB9BV6N1jB8w4yehbnp1qs4FpGHKucZAJ6/h2FVlSeeXD4SI/dVExn1qkhGp9pVm2xDc6/dCf1zU0aySL++fqOI07VWiQW0S/uw2BwEHJqxCpExUK28ckfwr/APXpPQRYyhGEXLY5UHj60QLLM2yL5wOuR0+lWm00iNmmuXhQ8lYx8/51YVobNQsaFQ3Od2fzPvUNlWGi2CLukYAngEHJqJfKaNmCsAnG3sT0/nTQYnJVoCR2O7HOaVmydsaliTgHOM+/0phcAGcBV+Ud+M9KapCl3kzGiHJJ6fhQ4ImRCnOBlh2qncqWfYHOXyTk8KPrQMa84mllES7lBJznjJqjcx7V+UkEjkA1NuWEF0+VVyMenvVKWV5Dwu5D1wOB/n0oEQOeVRCDzyQOntTzIVbgZBPGe1MZuGAztXoP5fSqxZ5JCTuPHGe9Jgdb4c8QmGQWtwcwseD/AHTXbg5GRXjvmeWy8jPbb2r0rw1f/btJjDHMkQ2n6dq83F0kvfR6GGqt+4zYooorhOwKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAA9aKD1ooAa6LIjI4yrAgj1FcXqVq1pdtAVLlRkMB95D0P4Ywfp7121ZusWX2i3+0RoGuIAWQY+8Mcr/nuK6cLV9nOz2Zz4ilzx03RyKkA7QSMDjjAAx+tBiwuwA4IyGz0PWlZd8PmKQGxn/JphJKk54xwAc8f0r1zyglQurEdTxnHGfpUTeWgDsDuI7HODn1qYSknDDKtwG9T6VG2xSRgknnb/hSKGKSUfevbI7Y9vrVJi+6PpwfnYngL6ir+VYDGdhH3SO+f51XmIXqdyFck/3aBmbPGpVkJOCegOeahgLRyDBAKY7dqvMgJbjGRwSRn61XmXaWyTgqeg71EgTMjXbMNOLhFPlyDOR61htGV3Ejp3x1rr5Ixc2LRYBwMjHaufnix8o6H+dSizHmXbjHQ03tuXBI7Vee3JXGOeoFV3jLAbRz2xTArL945zj3pkgxk4z34Hap/LDHng011KyYyce1AyA/MM5596hufngkU91OKtuvO7A4qCQAoVODnikBFFPbtaxESmEqMESLlfwI7VZjM6xKqhXjVhyhB4zxzTdJjintGifsd2c028tBaSoFjOxztLoSMZ46U0J7mq0pFwFCsWaRsoV5Ga07WWCKNlI3ENt3ddzeh9KyZrWWFnK3kxO9lAPzY2+p9TV+xUxxJNKEaZ13n5MEE9fxpwkKSLkZvog+1Le4t85FvKP5MORV+C8siFIkm0yQdI5svGfo47fUVWt2VtqsMcnrV0xrIuzA2n2zWqszMv27Ncqu2+sJzt/guhk++PWrsRvBtzaO0Yb70eHyPSsQadbMuGgRs9yoNWrbTLW2kXZbtuPTa5BY+gxTt5iujYKXQcysixu3CB5AuM98HnPatWGwfTyJxIZm5LRqMZJ9PXFGnaTDabbqa2j+0nkfL9z8fX3q7KRIVJxkdh1qWyrWI11COdMr97PKnqv1HagtFwBjr1xnmo5bNJCJJQwlH3XU4YUkflRo+WaRl44XpzQBK0cIXuwJ556mojtToMAcAdBimPMgb5vlHTP/ANaopZmkdlVAOmAfSgTHTSbYiVJJUjA+npVVwAAXQng5zz9PrSu3lht3I4z9fc1V3OzlpQSQwYEnp9KqwMidlcl2G4EHdxngVVlkJjySdxBOD0x9PWrbxmU/KxJYgMxPWqVwxwzLnodvGCQOKGBVkIfh5GHPXuPx71E+I1JIIBGAM84p0hZidxIIPzEdG9KgkIPVRuBAOTUjQkcpZuPlC9uoOa7HwVdBdQlg3Eh049MiuMjJJ+XoTwf610fg4M+twkD5VyP0rCur02bUnaaPSqKKK8Y9UKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAA9aKD1ooAKKKKAOQ1bTxp9y6xKvkTgvED0Rh95fp3/ADrM2mNywJ2N8px/Cf8AA12+o2S39m0J4cHdG391h0/wrjJOXYbWXcNrAN3B5+mK9fC1eeFnujy8TS5JXWzIMqrsgAKdFA7HsaAx2ndhmX1GF4qYxAKrhCCD265/oeaRo+FGCUx94kkf/qrpOcgSVGGfVM5btTZIxLIpBYdxxxzThyY/LOH7ADgf/Wp8cYUoQGZOpB6c0h6me0Y+ZHDDA28cFselQTKSSSOS3Abkg9ulaUsYaQsCd+CAfQ1UkwwH8LY5yOM0nsNFCFip5Ocnke9Uby0RLjKdDzn+lXbkeWejY61IiiWPYcEg4z3rPYow5rVmAbIyD071RkhKOAPWujksv3jZBHPUHrVKWzO8sMk+hpiuYJjO8g9KZLAo5wTWvJa9TzwelQvbcElcD0z3osNMxpEwGbHy+tQlP3RbOAO2K1HgPzbvz6/hUUkH7hhgA0WGZWnJsfaR1Yr+PUVdlkUWk2G2YUkseRmq0cEgW4dD88ZDqPUg1PcgyRLcQt+7mTdtPfNNC6msJQt4DsBU3G7fnjkelStKTKcBT6D2rPsiJ/s8jZDeWOC3cAg8evFW1TZIGIxgcYNKASNCPC7McHGavIeQdxPGQB1qtp1pPqErRW0Lyt0+UcD6ntXa6V4TjtVWXUpVlkByIlPy59/WtOZIjlZlaZZXV82IImI6GRvlX8a6q00+302MFfnnHHmEZx9PQVZMihQi4VV6BRgfgKqzkvH98qvXcRzRe47EskuZCWYkYyAKI8FfMyuOgXOearoqqdwZgCQp55PNSMSrYGM9AnoPp607CJjMI9y7jjHfr/8ArqCR03BFXIOQcDv61G3ygfOWbvikBEj8BwAB8x4BNFhXGbQkuRlXzwTjj8ahdAc7eXJLFl6VJLhVwWbc3LMBwPr/AIVA5Jf5VWNhwSRz+NMCMlSGK5AbI6c46VDc7hwgbnkAHAx71O7ZB6qfXAJP0owoXcOOSSSeM0wK5URoOQWzzx+pFZ80u59+cKPlyOfwq9cMrxPx8p6npkemf84rNkcsdwQKqjHy+vt6fWkBWm2CVsr8qcls9c9sVA4DuWbliPx4qaRiMhAPUk8nNQbCflXgk85Hr3qWxoSM5Uso4+6OfzrsvBluqX5+U7whcj+6Ogz9a5KBvJuURYy5GQkecb2789h3Jr0XwfY/Z9OkuXbfNO+Wkx1wO3tXJiJ2gzpoRvNHRUUUV5Z6QUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAB60UHrRQAUUUUAFcjrVqLfVXAQrHOvmoVOPmH3h/X8a66s3XLdrjSpGjXdLCRKg9SOo/EZrfDVOSovMxrw54NHIN+7byyCGJ3DHOaZOGEDg5UA8gHn8qdIFkUOhYsR1/vA07hYwiAnDdxnj2r2TySFwvlfMzMH5GDkfjTtjpJ5pO2E/Kyk8AYpEG5s7hsPBYcfX6GnQ7c7No2k/wAv60hoSdkjhKJlnC8Mf51WaMlNiHpy2eh57VZUtIZAcMrcAjnn+lRzx+WM5JYYye2M81IzJnVZQwII244x/Oq8R2P1zg4+npWvLavMoZCoUNsXJxkehJo2WOkQSTzMs94uPLiHIX396iWiKWuxtwabZ6jbwOrmOWX5djA/e74Pp3qvd+E7uM7kXev+yam8MaS02sz6lK1wYMBoSzYQkgEAAegNdtXJVxDhKyOyGHUo3keRXui3CFlaIp/Ss1rR4wQEz9a9teNJBh0Vh/tDNUZtE06cHdbKCe68U44yP2kTLCPozxaS13R4IIOe1V5YhJGVOc4wO1eu3Pg2ylyY5GQ/7QzWNc+AHLZjkRh9cVssRTfUzdCouh5faWbC8liIHzxHj0rNjiKWs0DZHlOSPoTXqk3gW6t3E4UFhwSCDWJceDb+e6PkQRpu+9NM2FA+g5NWpJq61M3CUd0cNazsjYUZLH5AFyc9wB3PevRdE8ISXFsk2rI9vG3zCBcbmHuew9utbWj+GdL0MrKiGa67zuOR/uj+EfrWt5xcFtu1c45Gc1UYsmTQtskFpAsNrCsUQHSMdqcZCCGOcY4+tRoA4BLDaCc47UOfPGCCF6f/AK6tJENslj+ZQSTnPpSOwKjJOPWguiKDkA4xnPSo3Z5WJAUbQAGc4A98U7DFLbI/MOQAPlBHJPrVdWYc475O4UF1ZPLTngkvjjr0qMOzS45OOTnuPTnpTIHyP5nytkY6ACnlgAfTBzyOntUTpvZiMhSOSDyMdxTI/kGETGQDg0wHNKAD5aHGMcdjVMsE8zdktu+QHkn3q7Iyhcg+YCDjaP51n3PRB5DEgbiBwB+Pp70DHlo42J4BHAHVm9OvSopLhm++u32HAFRSZRwQd7dQVGQD/Wo542kUl16kZXPBNACSSPJznOOxPQ+/v7VUlUOAzOylR1/un096nYZlPl4AXuO340ogaXAG5mOMccD8anmGkUCd4YhSi5Axnv6n1zSAeSqbo3kklOYYQMM/qfYD1rQjgFw37lUkCnDSOcRrz29T7VUuZUtLk20UgnupABJKwxgdgB2+lZykUkW9PsSWeTCPey4hCp92MH+Ef1Nem2VstnZQ26jiNAPx71h+GNIFvbR3My/vMfKCOmepro687E1OZ8qPQw9PlXM+oUUUVynSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAAetFB60UAFFFFABR160UUAcM9ubO7ntTuIjkKrn+4eRzVd1wy8HIc4brz9PStnXC51cKy/IVCgj39fxFZchG0MGVSpzknb+te3SnzxTPHqR5ZNFRW5BUDnlnx1NLCzMcOoUHk5Yfn7VHeXcKKwMgVmOMMcFV65x3rLN7cTNss4EVd24Mynr60TqwgtWVChOeyNl5THGwUEBSeVXOMck1TvtZis5xDHZvJOyg/MM5XqG9MGmw6RPON11cSvnqobA/Kt2601L/TYpkRfPtFCMAOqdj+FcksXdWgdccHZ++crK2o6ixknkMaHpGnGPoaiayEW4klmI6scmtyNQVyO3WobiIEZFccqsm9WdsKMY7HUeGNQAlGnMRsNvHLCfX5cMPzrp68thvjZS2E8f+tt3bI9VzkfzIr022uEu7WK4i+5KoZfxpS11JtbQloooqACq019BCGy24qcMF5wfQ03Ub5bCymnOC6IWVSetc3GXFtEJmy+3ex7ZPJNdWHoe01lsc9etyaLc1rjU2kBVVCp6nqaoTTtKy5PGeM01vu5weecVCQJZCSnrjngGvRhTjBWSOCc5Sd2Ds7SbVyFB+YkdT7U88kEZC4xjqRSEAKwJwccn0NO/hDYCqccnqPoK1MhzEpAQEOewFR5+YEP+8IyFPpSs2TtjHzOMDJx+NQI3zZJfA4Jxjcf60DJXZd4CHcc4A/8Ar1E7bgAVOGJzjJPXtSuIgCqsQc/cX375pCudxJwOO/WmAbZN6gAbFOWJ4wPT60AgJycjPAbqTnrSsAIcs6n5TyR0P0qupckDBJK4Use/rQIncquT0yMHHP8A+qoZBsjaTGGA4+brn+XFNVtzo2QNp5Qc5pu7eGIGWIzk8j60ARKzghVAB/iQnPP+e9SYZwynIHXk5oRlcsuOAc9afIMAFR908Z4JFS5WHYoTFDhUY7hztHAPrVdywcKAc+meB9auSERp+9IjB9O/t/8AqqIwSTDLK9unfOPMf/4ms5TKURiCFcRhTLNjPlp1z6se341ai09LmQG5lHC4NvEePxPep7O2KxCC2t/Ljz0XqT7nua6Cw0ARjfMxVj2HWsZ1lHc2hSctjz7X5tWudRj03SIX8iMfvHjj6H0BrpPCvgx7bbc6inz/AHtpOST6mu1htYbcARoBjv3qauSeJb0idUMOk7sQAAAAYApaKK5TpCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAD1oqFpW65FRmY5OH/CuhYaZj7eJaoqh5wJwXP4ml3hhnJx61awvdk/WPIvUAZqvE+WKjnABPtmrIJFVHCrqyXXfRHMeIp2KktH5CLgCRyAX5zwPw/WvNfEXjaXd9j0ryiNrI8+0k7j/cHt617FfaVa3xLzQJM3o/Q1UtvD2jxKxj023QMecxgMp+vpW8bxjyxMJWlLmZ5B4Zd79ZIboyvcx4PmOD86n3PUiu5s7BIwMLXXz6ZAQ37sMpGGU4B+oNY0ls9pM0Ugweo9xXFWpuLud1ComrEPlADFCl4jlGKsO4qYCgpXOdJWntor0hkZLe57gjCSf4Gs25he3kMMyGNwM4Pcex71qOtQtM6JskVZoh0V+dv09KrcWq2ObuYhuNdT4L1UkPpszdMvET+o/rWXd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"path": "030471.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.
030472
Women Tops & Tunics
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", "path": "030472.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.
030473
Women Tops & Tunics
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"path": "030473.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.
030474
Women Tops & Tunics
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"path": "030474.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.
030475
Women Tops & Tunics
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", "path": "030475.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.
030476
Women Tops & Tunics
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", "path": "030476.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.
030477
Women Tops & Tunics
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", "path": "030477.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.
030478
Women Tops & Tunics
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", "path": "030478.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.
030479
Women Tops & Tunics
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", "path": "030479.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.
030480
Women Tops & Tunics
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", "path": "030480.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.
030481
Women Tops & Tunics
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", "path": "030481.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.
030482
Women Tops & Tunics
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", "path": "030482.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.
030483
Women Tops & Tunics
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", 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