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e0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Ffont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3t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AF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAAgAAg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3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI2OyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02MDAgMTAyN3EtMTE2IDAgLTIxNC41IC01N3QtMTU1LjUgLTE1NS41dC01NyAtMjE0LjV0NTcgLTIxNC41IHQxNTUuNSAtMTU1LjV0MjE0LjUgLTU3dDIxNC41IDU3dDE1NS41IDE1NS41dDU3IDIxNC41dC01NyAyMTQuNXQtMTU1LjUgMTU1LjV0LTIxNC41IDU3ek01MjUgOTAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTI3NWgxMzdxMjEgMCAyNiAtMTEuNXQtOCAtMjcuNWwtMjIzIC0yNzVxLTEzIC0xNiAtMzIgLTE2dC0zMiAxNmwtMjIzIDI3NXEtMTMgMTYgLTggMjcuNXQyNiAxMS41aDEzN3YyNzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXogIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAyNzsiIGQ9Ik02MDAgMTE3N3ExMTcgMCAyMjQgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNHQtNDUuNSAtMjI0dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXpNNjAwIDEwMjdxLTExNiAwIC0yMTQuNSAtNTd0LTE1NS41IC0xNTUuNXQtNTcgLTIxNC41dDU3IC0yMTQuNSB0MTU1LjUgLTE1NS41dDIxNC41IC01N3QyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXQtNTcgMjE0LjV0LTE1NS41IDE1NS41dC0yMTQuNSA1N3pNNjMyIDkxNGwyMjMgLTI3NXExMyAtMTYgOCAtMjcuNXQtMjYgLTExLjVoLTEzN3YtMjc1cTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2Mjc1aC0xMzdxLTIxIDAgLTI2IDExLjV0OCAyNy41bDIyMyAyNzVxMTMgMTYgMzIgMTYgdDMyIC0xNnoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDMxOyIgZD0iTTk0NyAxMDYwbDEzNSAxMzVxNyA3IDEyLjUgNXQ1LjUgLTEzdi0zNjFxMCAtMTEgLTcuNSAtMTguNXQtMTguNSAtNy41aC0zNjFxLTExIDAgLTEzIDUuNXQ1IDEyLjVsMTM0IDEzNHEtMTEwIDc1IC0yMzkgNzVxLTExNiAwIC0yMTQuNSAtNTd0LTE1NS41IC0xNTUuNXQtNTcgLTIxNC41aC0xNTBxMCAxMTcgNDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXExOTIgMCAzNDcgLTExN3pNMTAyNyA2MDBoMTUwIHEwIC0xMTcgLTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41cS0xOTIgMCAtMzQ4IDExOGwtMTM0IC0xMzRxLTcgLTggLTEyLjUgLTUuNXQtNS41IDEyLjV2MzYwcTAgMTEgNy41IDE4LjV0MTguNSA3LjVoMzYwcTEwIDAgMTIuNSAtNS41dC01LjUgLTEyLjVsLTEzMyAtMTMzcTExMCAtNzYgMjQwIC03NnExMTYgMCAyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ4OyIgZD0iTTc1MyA2NDFxNSAtMSAxNC41IC00LjV0MzYgLTE1LjV0NTAuNSAtMjYuNXQ1My41IC00MHQ1MC41IC01NC41dDM1LjUgLTcwdDE0LjUgLTg3cTAgLTY3IC0yNy41IC0xMjUuNXQtNzEuNSAtOTcuNXQtOTguNSAtNjYuNXQtMTA4LjUgLTQwLjV0LTEwMiAtMTNoLTUwMHY4OXE0MSA3IDcwLjUgMzIuNXQyOS41IDY1LjV2ODI3cTAgMjQgLTAuNSAzNHQtMy41IDI0dC04LjUgMTkuNXQtMTcgMTMuNXQtMjggMTIuNXQtNDIuNSAxMS41djcxIGw0NzEgLTFxNTcgMCAxMTUuNSAtMjAuNXQxMDggLTU3dDgwLjUgLTk0dDMxIC0xMjQuNXEwIC01MSAtMTUuNSAtOTYuNXQtMzggLTc0LjV0LTQ1IC01MC41dC0zOC41IC0zMC41ek00MDAgNzAwaDEzOXE3OCAwIDEzMC41IDQ4LjV0NTIuNSAxMjIuNXEwIDQxIC04LjUgNzAuNXQtMjkuNSA1NS41dC02Mi41IDM5LjV0LTEwMy41IDEzLjVoLTExOHYtMzUwek00MDAgMjAwaDIxNnE4MCAwIDEyMSA1MC41dDQxIDEzMC41cTAgOTAgLTYyLjUgMTU0LjUgdC0xNTYuNSA2NC41aC0xNTl2LTQwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDg2OyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02NzUgMTAwMGgtMTUwcS0xMCAwIC0xNy41IC03LjV0LTcuNSAtMTcuNXYtMTUwcTAgLTEwIDcuNSAtMTcuNSB0MTcuNSAtNy41aDE1MHExMCAwIDE3LjUgNy41dDcuNSAxNy41djE1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6TTY3NSA3MDBoLTI1MHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoNzV2LTIwMGgtNzVxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di01MHEwIC0xMCA3LjUgLTE3LjV0MTcuNSAtNy41aDM1MHExMCAwIDE3LjUgNy41dDcuNSAxNy41djUwcTAgMTAgLTcuNSAxNy41IHQtMTcuNSA3LjVoLTc1djI3NXEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA4NzsiIGQ9Ik01MjUgMTIwMGgxNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xOTRxMTAzIC0yNyAxNzguNSAtMTAyLjV0MTAyLjUgLTE3OC41aDE5NHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE5NHEtMjcgLTEwMyAtMTAyLjUgLTE3OC41dC0xNzguNSAtMTAyLjV2LTE5NHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE5NCBxLTEwMyAyNyAtMTc4LjUgMTAyLjV0LTEwMi41IDE3OC41aC0xOTRxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgxOTRxMjcgMTAzIDEwMi41IDE3OC41dDE3OC41IDEwMi41djE5NHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek03MDAgODkzdi0xNjhxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNjhxLTY4IC0yMyAtMTE5IC03NCB0LTc0IC0xMTloMTY4cTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTY4cTIzIC02OCA3NCAtMTE5dDExOSAtNzR2MTY4cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTY4cTY4IDIzIDExOSA3NHQ3NCAxMTloLTE2OHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDE2OCBxLTIzIDY4IC03NCAxMTl0LTExOSA3NHoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTQzOyIgZD0iTTY0OSA5NDlxNDggNjggMTA5LjUgMTA0dDEyMS41IDM4LjV0MTE4LjUgLTIwdDEwMi41IC02NHQ3MSAtMTAwLjV0MjcgLTEyM3EwIC01NyAtMzMuNSAtMTE3LjV0LTk0IC0xMjQuNXQtMTI2LjUgLTEyNy41dC0xNTAgLTE1Mi41dC0xNDYgLTE3NHEtNjIgODUgLTE0NS41IDE3NHQtMTUwIDE1Mi41dC0xMjYuNSAxMjcuNXQtOTMuNSAxMjQuNXQtMzMuNSAxMTcuNXEwIDY0IDI4IDEyM3Q3MyAxMDAuNXQxMDQgNjR0MTE5IDIwIHQxMjAuNSAtMzguNXQxMDQuNSAtMTA0ek04OTYgOTcycS0zMyAwIC02NC41IC0xOXQtNTYuNSAtNDZ0LTQ3LjUgLTUzLjV0LTQzLjUgLTQ1LjV0LTM3LjUgLTE5dC0zNiAxOXQtNDAgNDUuNXQtNDMgNTMuNXQtNTQgNDZ0LTY1LjUgMTlxLTY3IDAgLTEyMi41IC01NS41dC01NS41IC0xMzIuNXEwIC0yMyAxMy41IC01MXQ0NiAtNjV0NTcuNSAtNjN0NzYgLTc1bDIyIC0yMnExNSAtMTQgNDQgLTQ0dDUwLjUgLTUxdDQ2IC00NHQ0MSAtMzV0MjMgLTEyIHQyMy41IDEydDQyLjUgMzZ0NDYgNDR0NTIuNSA1MnQ0NCA0M3E0IDQgMTIgMTNxNDMgNDEgNjMuNSA2MnQ1MiA1NXQ0NiA1NXQyNiA0NnQxMS41IDQ0cTAgNzkgLTUzIDEzMy41dC0xMjAgNTQuNXoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTUxOyIgZD0iTTEwMDAgNzAwaC0xMDB2MTAwaC0xMDB2LTEwMGgtMTAwdjUwMGgzMDB2LTUwMHpNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTgwMSAxMTAwdi0yMDBoMTAwdjIwMGgtMTAwek0xMDAwIDM1MGwtMjAwIC0yNTBoMjAwdi0xMDBoLTMwMHYxNTBsMjAwIDI1MGgtMjAwdjEwMGgzMDB2LTE1MHogIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE1MjsiIGQ9Ik00MDAgMzAwaDE1MHEyMSAwIDI1IC0xMXQtMTAgLTI1bC0yMzAgLTI1MHEtMTQgLTE1IC0zNSAtMTV0LTM1IDE1bC0yMzAgMjUwcS0xNCAxNCAtMTAgMjV0MjUgMTFoMTUwdjkwMGgyMDB2LTkwMHpNMTAwMCAxMDUwbC0yMDAgLTI1MGgyMDB2LTEwMGgtMzAwdjE1MGwyMDAgMjUwaC0yMDB2MTAwaDMwMHYtMTUwek0xMDAwIDBoLTEwMHYxMDBoLTEwMHYtMTAwaC0xMDB2NTAwaDMwMHYtNTAwek04MDEgNDAwdi0yMDBoMTAwdjIwMGgtMTAweiAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjQ0OyIgZD0iTTEyMDAgMTEwMGgtMTIwMHYxMDBoMTIwMHYtMTAwek01MCAxMDAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtOTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djkwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTY1MCAxMDAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDAgcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek03MDAgOTAwdi0zMDBoMzAwdjMwMGgtMzAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNDU7IiBkPSJNNTAgMTIwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTkwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY5MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek02NTAgNzAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djQwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek03MDAgNjAwdi0zMDBoMzAwdjMwMGgtMzAwek0xMjAwIDBoLTEyMDB2MTAwaDEyMDB2LTEwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjQ2OyIgZD0iTTUwIDEwMDBoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0zNTBoMTAwdjE1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xNTBoMTAwdi0xMDBoLTEwMHYtMTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djE1MGgtMTAwdi0zNTBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTQwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djgwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTcwMCA3MDB2LTMwMGgzMDB2MzAwaC0zMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI0NzsiIGQ9Ik0xMDAgMGgtMTAwdjEyMDBoMTAwdi0xMjAwek0yNTAgMTEwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0zMDAgMTAwMHYtMzAwaDMwMHYzMDBoLTMwMHpNMjUwIDUwMGg5MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMCBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTkwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yMiAtM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<script src="data:application/x-javascript;base64,/*!
 * Bootstrap v3.3.5 (http://getbootstrap.com)
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<h1 class="title toc-ignore">Vignette for phyloseq: Analysis of high-throughput microbiome census data</h1>
<h4 class="date"><em>5 November 2017</em></h4>
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<h1>Contents</h1>
<div id="TOC">
<ul>
<li><a href="#other-resources"><span class="toc-section-number">1</span> Other resources</a></li>
<li><a href="#summary"><span class="toc-section-number">2</span> Summary</a></li>
<li><a href="#about-this-vignette"><span class="toc-section-number">3</span> About this vignette</a></li>
<li><a href="#data"><span class="toc-section-number">4</span> Data</a><ul>
<li><a href="#interface-with-the-microbio.meqiime-server"><span class="toc-section-number">4.1</span> Interface with the microbio.me/qiime server</a></li>
<li><a href="#included-data"><span class="toc-section-number">4.2</span> Included Data</a></li>
</ul></li>
<li><a href="#simple-exploratory-graphics"><span class="toc-section-number">5</span> Simple exploratory graphics</a><ul>
<li><a href="#easy-richness-estimates"><span class="toc-section-number">5.1</span> Easy Richness Estimates</a></li>
<li><a href="#exploratory-tree-plots"><span class="toc-section-number">5.2</span> Exploratory tree plots</a></li>
<li><a href="#exploratory-bar-plots"><span class="toc-section-number">5.3</span> Exploratory bar plots</a></li>
</ul></li>
<li><a href="#exploratory-analysis-and-graphics"><span class="toc-section-number">6</span> Exploratory analysis and graphics</a><ul>
<li><a href="#exploratory-heat-map"><span class="toc-section-number">6.1</span> Exploratory Heat Map</a></li>
<li><a href="#microbiome-network-representation"><span class="toc-section-number">6.2</span> Microbiome Network Representation</a></li>
<li><a href="#ordination-methods"><span class="toc-section-number">6.3</span> Ordination Methods</a></li>
<li><a href="#distance-methods"><span class="toc-section-number">6.4</span> Distance Methods</a></li>
<li><a href="#hierarchical-clustering"><span class="toc-section-number">6.5</span> Hierarchical Clustering</a></li>
</ul></li>
<li><a href="#multiple-testing-and-differential-abundance"><span class="toc-section-number">7</span> Multiple Testing and Differential Abundance</a></li>
</ul>
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<p>Paul J. McMurdie and Susan Holmes</p>
<p><a href="mailto:mcmurdie@stanford.edu">mcmurdie@stanford.edu</a></p>
<p><a href="http://joey711.github.io/phyloseq/">phyloseq Home Page</a></p>
<p>If you find phyloseq and/or its tutorials useful, please acknowledge and cite phyloseq in your publications:</p>
<p><strong>phyloseq: An R package for reproducible interactive analysis and graphics of microbiome census data</strong> (2013) PLoS ONE 8(4):e61217 <a href="http://dx.plos.org/10.1371/journal.pone.0061217" class="uri">http://dx.plos.org/10.1371/journal.pone.0061217</a></p>
<div id="other-resources" class="section level1">
<h1><span class="header-section-number">1</span> Other resources</h1>
<p>The phyloseq project also has a number of supporting online resources, most of which can by found at <a href="http://joey711.github.com/phyloseq/">the phyloseq home page</a>, or from the phyloseq stable release <a href="http://bioconductor.org/packages/release/bioc/html/phyloseq.html">page on Bioconductor</a>.</p>
<p>To post feature requests or ask for help, try <a href="https://github.com/joey711/phyloseq/issues">the phyloseq Issue Tracker</a>.</p>
</div>
<div id="summary" class="section level1">
<h1><span class="header-section-number">2</span> Summary</h1>
<p>The analysis of microbiological communities brings many challenges: the integration of many different types of data with methods from ecology, genetics, phylogenetics, network analysis, visualization and testing. The data itself may originate from widely different sources, such as the microbiomes of humans, soils, surface and ocean waters, wastewater treatment plants, industrial facilities, and so on; and as a result, these varied sample types may have very different forms and scales of related data that is extremely dependent upon the experiment and its question(s). The phyloseq package is a tool to import, store, analyze, and graphically display complex phylogenetic sequencing data that has already been clustered into Operational Taxonomic Units (OTUs), especially when there is associated sample data, phylogenetic tree, and/or taxonomic assignment of the OTUs. This package leverages many of the tools available in R for ecology and phylogenetic analysis (vegan, ade4, ape, picante), while also using advanced/flexible graphic systems (ggplot2) to easily produce publication-quality graphics of complex phylogenetic data. phyloseq uses a specialized system of S4 classes to store all related phylogenetic sequencing data as single experiment-level object, making it easier to share data and reproduce analyses. In general, phyloseq seeks to facilitate the use of R for efficient interactive and reproducible analysis of OTU-clustered high-throughput phylogenetic sequencing data.</p>
</div>
<div id="about-this-vignette" class="section level1">
<h1><span class="header-section-number">3</span> About this vignette</h1>
<p>A separate vignette is included within the phyloseq-package that describes the basics of importing pre-clustered phylogenetic sequencing data, data filtering, as well as some transformations and some additional details about the package and installation. A quick way to load it is:</p>
<pre class="r"><code>vignette("phyloseq-basics")</code></pre>
<p>By contrast, this vignette is intended to provide functional examples of the analysis tools and wrappers included in phyloseq. All necessary code for performing the analysis and producing graphics will be included with its description, and the focus will be on the use of example data that is included and documented within the phyloseq-package.</p>
<p>Let’s start by loading the `phyloseq-package:</p>
<pre class="r"><code>library("phyloseq")
library("ggplot2")</code></pre>
<p>And because we will show examples of custom modifications to ggplot2 plots, we also loaded ggplot2 as well. Here I’ll set as default my favorite ggplot2 theme. These are completely optional, and modifiable.</p>
<pre class="r"><code>theme_set(theme_bw())</code></pre>
</div>
<div id="data" class="section level1">
<h1><span class="header-section-number">4</span> Data</h1>
<div id="interface-with-the-microbio.meqiime-server" class="section level2">
<h2><span class="header-section-number">4.1</span> Interface with the microbio.me/qiime server</h2>
<p>See the <a href="http://joey711.github.io/phyloseq/download-microbio.me.html">microbio_me_qiime tutorial</a> for more details and examples downloading and importing into phyloseq/R directly from this public database.</p>
</div>
<div id="included-data" class="section level2">
<h2><span class="header-section-number">4.2</span> Included Data</h2>
<p>To facilitate testing and exploration of tools in phyloseq, this package includes example data from published studies. Many of the examples in this vignette use either the <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Global Patterns</a> or <code>enterotype</code> datasets as source data. The <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Global Patterns</a> data was described in a <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">2011 article in PNAS</a>(<a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Caporaso 2011</a>), and compares the microbial communities of 25 environmental samples and three known “mock communities” — a total of 9 sample types — at a depth averaging 3.1 million reads per sample. The <a href="http://www.nature.com/nature/journal/v473/n7346/full/nature09944.html">human enterotype dataset</a> was described in a <a href="http://www.nature.com/nature/journal/v473/n7346/full/nature09944.html">2011 article in Nature</a> (<a href="http://www.nature.com/nature/journal/v473/n7346/full/nature09944.html">Arumugam 2011</a>), which compares the faecal microbial communities from 22 subjects using complete shotgun DNA sequencing. The authors further compare these microbial communities with the faecal communities of subjects from other studies, for a total of 280 faecal samples / subjects, and 553 genera. Sourcing data from different studies invariable leads to gaps in the data for certain variables, and this is easily handled by <code>R's core</code>NA features.</p>
<p>Because this data is included in the package, the examples can easily be run on your own computer using the code shown in this vignette. The data is loaded into memory using the <code>data</code> command. Let’s start by loading the <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Global Patterns</a> data.</p>
<pre class="r"><code>data(GlobalPatterns)</code></pre>
<p>Later on we will use an additional categorical designation — human versus non-human associated samples — that was not in the original dataset. Now is a good time to add it as an explicit variable of the <code>sample_data</code>, and because we don’t want to type long words over and over, we’ll choose a shorter name for this modified version of <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Global Patterns</a>, call it <code>GP</code>, and also remove a handful of taxa that are not present in any of the samples included in this dataset (probably an artifact):</p>
<pre class="r"><code># prune OTUs that are not present in at least one sample
GP <- prune_taxa(taxa_sums(GlobalPatterns) > 0, GlobalPatterns)
# Define a human-associated versus non-human categorical variable:
human <- get_variable(GP, "SampleType") %in% c("Feces", "Mock", "Skin", "Tongue")
# Add new human variable to sample data:
sample_data(GP)$human <- factor(human)</code></pre>
</div>
</div>
<div id="simple-exploratory-graphics" class="section level1">
<h1><span class="header-section-number">5</span> Simple exploratory graphics</h1>
<div id="easy-richness-estimates" class="section level2">
<h2><span class="header-section-number">5.1</span> Easy Richness Estimates</h2>
<p>For further details, see the <a href="http://joey711.github.io/phyloseq/plot_richness-examples.html">plot_richness tutorial</a></p>
<p>We can easily create a complex graphic that compares the richness estimates of samples from different environment types in the <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Global Patterns</a> dataset, using the <code>plot_richness</code> function. Note that it is important to use raw (untrimmed) OTU-clustered data when performing richness estimates, as they can be highly dependent on the number of singletons in a sample.</p>
<pre class="r"><code>alpha_meas = c("Observed", "Chao1", "ACE", "Shannon", "Simpson", "InvSimpson")
(p <- plot_richness(GP, "human", "SampleType", measures=alpha_meas))</code></pre>
<p><img 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width="1248" /></p>
<p>Add a ggplot2 box plot layer to the previous plot</p>
<pre class="r"><code>p + geom_boxplot(data=p$data, aes(x=human, y=value, color=NULL), alpha=0.1)</code></pre>
<p><img 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width="1248" /> Alpha diversity estimators for samples in the <em>Global Patterns</em> dataset. Each panel shows a different type of estimator. Individual color-shaded points and brackets represent the richness estimate and the theoretical standard error range associated with that estimate, respectively. The colors group the sample-sources into “types”. Within each panel, the samples are further organized into human-associated (<code>TRUE</code>) or not (<code>FALSE</code>), and a boxplot is overlayed on top of this for the two groups, illustrating that these human-associated samples are less rich than the environmental samples (although the type of environment appears to matter a great deal as well).</p>
</div>
<div id="exploratory-tree-plots" class="section level2">
<h2><span class="header-section-number">5.2</span> Exploratory tree plots</h2>
<p>For further details, see the <a href="http://joey711.github.io/phyloseq/plot_tree-examples.html">plot_tree tutorial</a></p>
<p>phyloseq also contains a method for easily plotting an annotated phylogenetic tree with information regarding the sample in which a particular taxa was observed, and optionally the number of individuals that were observed.</p>
<p>For the sake of creating a readable tree, let’s subset the data to just the <a href="http://en.wikipedia.org/wiki/Chlamydiae">Chlamydiae</a> phylum, which consists of obligate intracellular pathogens and is present in only a subset of environments in this dataset.</p>
<pre class="r"><code>GP.chl <- subset_taxa(GP, Phylum=="Chlamydiae")</code></pre>
<p>And now we will create the tree graphic form this subset of <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Global Patterns</a>, shading by the “`SampleType” variable, which indicates the environment category from which the microbiome samples originated. The following command also takes the option of labeling the number of individuals observed in each sample (if at all) of each taxa. The symbols are slightly enlarged as the number of individuals increases.</p>
<pre class="r"><code>plot_tree(GP.chl, color="SampleType", shape="Family", label.tips="Genus", size="Abundance")</code></pre>
<p><img 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width="1440" /> Phylogenetic tree representation of the Chlamydiae species in the microbiome samples of the “Global Patterns” dataset(<a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Caporaso 2011</a>).</p>
</div>
<div id="exploratory-bar-plots" class="section level2">
<h2><span class="header-section-number">5.3</span> Exploratory bar plots</h2>
<p>For further details, see the <a href="http://joey711.github.io/phyloseq/plot_bar-examples.html">plot_bar tutorial</a></p>
<p>In the following example we use the included “enterotype” dataset (<a href="http://www.nature.com/nature/journal/v473/n7346/full/nature09944.html">Arumugam 2011</a>).</p>
<pre class="r"><code>data(enterotype)</code></pre>
<p>We start with a simple rank-abundance barplot, using the cumulative fractional abundance of each OTU in the dataset. In the enterotype dataset, the available published data are simplified as sample-wise fractional occurrences, rather than counts of individuals\footnote{Unfortunate, as this means we lose information about the total number of reads and associated confidences, ability to do more sophisticated richness estimates, etc. For example, knowing that we observed 1 sequence read of a species out of 100 total reads means something very different from observing 10,000 reads out of 1,000,000 total., and OTUs are clustered/labeled at the genus level, but no other taxonomic assignment is available. In this barplot we further normalized by the total number of samples (280).</p>
<pre class="r"><code>par(mar = c(10, 4, 4, 2) + 0.1) # make more room on bottom margin
N <- 30
barplot(sort(taxa_sums(enterotype), TRUE)[1:N]/nsamples(enterotype), las=2)</code></pre>
<p><img src="data:image/png;base64,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" width="768" /> An example exploratory barplot using base <code>R graphics and the</code>taxa_sums and `nsamples functions.</p>
<p>Note that this first barplot is clipped at the 30th OTU. This was chosen because <code>ntaxa(enterotype) =</code>553 OTUs would not be legible on the plot. As you can see, the relative abundances have decreased dramatically by the 10th-ranked OTU.</p>
<p>So what are these OTUs? In the <code>enterotype</code> dataset, only a single taxonomic rank type is present:</p>
<pre class="r"><code>rank_names(enterotype)</code></pre>
<pre><code>## [1] "Genus"</code></pre>
<p>This means the OTUs in this dataset have been grouped at the level of genera, and no other taxonomic grouping/transformation is possible without additional information (like might be present in a phylogenetic tree, or with further taxonomic classification analysis).</p>
<p>We need to know which taxonomic rank classifiers, if any, we have available to specify in the second barplot function in this example, <code>plot_bar(). We have already observed how quickly the abundance decreases with rank, so wo we will subset the enterotype dataset to the most abundant</code>N taxa in order to make the barplot legible on this page.</p>
<pre class="r"><code>TopNOTUs <- names(sort(taxa_sums(enterotype), TRUE)[1:10])
ent10 <- prune_taxa(TopNOTUs, enterotype)
print(ent10)</code></pre>
<pre><code>## phyloseq-class experiment-level object
## otu_table() OTU Table: [ 10 taxa and 280 samples ]
## sample_data() Sample Data: [ 280 samples by 9 sample variables ]
## tax_table() Taxonomy Table: [ 10 taxa by 1 taxonomic ranks ]</code></pre>
<p>Note also that there are 280 samples in this dataset, and so a remaining challenge is to consolidate these samples into meaningful groups. A good place to look is the available sample variables, which in most cases will carry more “meaning” than the sample names alone.</p>
<pre class="r"><code>sample_variables(ent10)</code></pre>
<pre><code>## [1] "Enterotype" "Sample_ID" "SeqTech" "SampleID"
## [5] "Project" "Nationality" "Gender" "Age"
## [9] "ClinicalStatus"</code></pre>
<p>The parameters to <code>plot_bar</code> in the following code-chunk were chosen after various trials. We suggest that you also try different parameter settings while you’re exploring different features of the data. In addition to the variables names of <code>sample_data</code>, the <code>plot_bar()</code> function recognizes the names of taxonomic ranks (if present). See the help documentation and further details in the examples and on the wiki page. In this example we have also elected to organize data by “facets” (separate, adjacent sub-plots) according to the genus of each OTU. Within each genus facet, the data is further separated by sequencing technology, and the enterotype label for the sample from which each OTU originated is indicated by fill color. Abundance values from different samples and OTUs but having the same variables mapped to the horizontal (<code>x</code>) axis are sorted and stacked, with thin horizontal lines designating the boundaries. With this display it is very clear that the choice of sequencing technology had a large effect on which genera were detected, as well as the fraction of OTUs that were assigned to a Genus.</p>
<pre class="r"><code>plot_bar(ent10, "SeqTech", fill="Enterotype", facet_grid=~Genus)</code></pre>
<p><img 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8ViDofj6GkxFPP7/Ua9KT093azHWof6Ok6n0+PxmPVGh0Ih4yZwamqqx+MZ+bZoPxhVVFSMPDk+n8/YkIyMDI2zPaSkpJj1Rpu468ZvTXcGAhpL/Lt37x55coxtcTqdZq32OdTXMd6LtLQ0s97o/v5+Y3ipWbvusMUHr3m93kRMqXTsotGoMQLI7XabtTDgUL8WjTc6IyPDrDfa9F132OJHSxO/Focn/mihKV9nhqG+jsvlcjqdpp+JmbjrDptxbLHCmVggEDAGRph4bBnq2b7T6XS5XGa90fFdNyUlJSUlxeR8DUUsFjMuSSx1bDHx62wYr2PimVgidt3hsdRVnvF1ZuKxZai7rrFXmHgmlohdd3jMvcobifixxeVymbXS0lBfxzjOp6enx9/okdd5Rs6Ur5L4sSUtLU3vRsW/zkw8tuj9WkQyGuT7tby8/Oabb7755pu3bt36xBNPPPnkk9XV1cY/LVu2bNmyZcXFxQsXLrzkkkvmz58/vE/RypUrFy9eHAqF8vLy/uM//uPf/u3fjvgCyM3NbWhoOLrya/zk4yq/8ckiDldZWdnc3GzWtUEoFDLOCVwul/brDSMbDodDeyShUMgon6WkpJh10jbUcwKHw2HimxKLxYxzAo/HM/LXdLvdkUikLCd7x6IrTQnv2K2orrlg6QsiMmHChJFvSPxBPK/Xa8pJ2/AKIqa8KQYTd92jV6TUYurUqSNPTvx6w6w8D/XsxNi7UlJSzArA7/cblV+zdt1hi0ajRuVX+4VlOBw2Kr8mHjmHegVlHAG8Xq9ZAZi+6w5bfFK51NRUvdcb8cn7TKyTDqMgaOKbEg6HrXMmFn+GVHskkUjEuMQ1sU46jHvwJr4pidh1h+fwyq/2NzoQCMSPLbruKjkcDhPflETsusNjtas8Y3yPrluzxsmSiafcVth1Dw/G3K0bnmg0avqxZahnYsYbnZqaGg8gPpbl3KeXudW+U+GDkz329fWNPCHhcDh+bNFb4o+vXGLikVPvfTIko0/aY0444YRf/vKXt99++wcffPDEE088/fTT9fX1ItLc3PzAAw888MADY8eOXbhw4f333z+kLlevXv3HP/5RRE477bQf/OAHg96BzM3NFZGGhoYjft7U1BT/VwCwjngp5Oyy0j9+6SzFvf91Y+Vv3t8gH39jDAAAAAA+wf79+43GluZWXTEYz4UDMNG/vlfgcDhOPvnkk08++Z577nnzzTefeOKJpUuXtre3i0hjY+Mf/vCHIVV+Gxoa7rvvPhG59NJLL7/88o8bezVr1qx33nln8+bNCxYsOPznmzZtEhEt80YDwLHI8LjLcrIVd5rj1fxYIgAAAICkVlBQYJR69MagOw2A3QxhlLjL5frsZz/72c9+9g9/+MMrr7zyxBNPLFu2bKirLq5cuTIUCp199tmfvGrcZz7zmYceemjz5s1dXV05OTnGDxsbG3ft2pWenn7qqafqzhsAAAAAAIBNjB07dvfu3SKy9puX5qcpnQ2jwxc47ZEnjRh0pwGwm+HMD+LxeM4999xzzz3X5/P94x//GNLfvvXWWyJyyimndHR0HP2vTqfTqPPm5OScfPLJ77zzzj333HPTTTelp6d3dXXdeeedsVjsrLPOYkJrJBdjWquG3r7TH3lKcdddgYDR6Onp0Z0GAAAAAIDVlWZnFaabs+7cMcpK8eneaMC2RjQzdFpa2sKFC4/990OhUHNzs4j86le/GvQXiouLH3zwQaP9ne98Z9euXZs3b77iiismTJiwf//+WCxWWlr6jW98Q3fSgKExKr+BSGRDY7OuGCorK3WnYbRo7ve9vm+/4k6rO7t0bzcAAAAAALAWpWsCtrS0HPsvFxQU3HvvvY8//vj7779/4MCBoqKi+fPnX3rppWlpSm89ASPndDqN4q9G5eXlutNgc8aarSLy7oGGc59apisMYx1OAAAAAAAApZXf8ePHL1++/Nh/Pycn5+qrr7766qtVZwUwldvtjkQiZTnZOxZdqbjrFdU1Fyx9QZgvKfH6+/t1hyAi0tqqbR1eAAAAAABgKUorvwBgV/n5+UYjMyWlJCtTce9tPl9Lv09EZs2apTsTAAAAAABo9u6775522mkictddd/30pz8d9HfGjh3b1NT04Ycfzpgx4+h/Xbhw4TPPPCMit99++3/913/p3qBhovILAGb63KSSpy9coLjTu99dd+uad0TE4XDoTgAAAAAAAFZx2223fe1rX5s4ceKQ/qqnp+cf//iH0V6yZAmVXwAAAAAAAMA+YrFYZ2fn8P42GAz29PSISCAQCAaDw3uRjIyMlJQU3WlIbn19fT/84Q+XLl06pL968cUX/X5/Tk5OV1fX5s2bd+3aNW3aNN2bMhxUfoGEi0ajItLU169+4a8238CyY319fbrTAAAAAACwqEAgYDR+tuotr1tpscgfDh8Rg0VEIpH58+e/++67GmMoKip67733Jk+erDsZySovL6+/v/+ZZ55ZsWLFOeecc+x/+NRTT4nIN7/5zdWrV2/ZsiV5h/1S+QUSLhwOi4gvHH59335dMWzZskV3GgAAAAAAFlVdXW00Htu2Q3sMFlFbW6u37CsiLS0tb7zxBpXfYSsuLv7a17723//939///ve3bt3q9XqP5a+6urpefvllEbnkkkvy8vK2bNny9NNPU/kFMDin0xmJRPTGUFpaqjsNAAAAAACLOsaKWEKlpaXpDuEjjOd3RaQgLW1OcaHi3mu7e/Z0dIqI9npCsvvZz3726KOPVlVV3XXXXT//+c+P5U+WL18eDAbHjx9/+umnp6en33bbbVu2bNm5c+f06dN1b82QUfkFEs7tdkcikZKszFcvv0hx16tr6xa9/JqITJgwQXcabC5+TrB8d7X37vt1hWFMIwUAAAAAQzJ58uS6ujoRufmMkzM8HpVd94VCv3r7fREpKyvTnYbBpXvck3NzFHfaGwpJh8hhF5sYHq/X+4c//OHLX/7yHXfc8fWvf72iouJf/okx1cPChQudTue8efMmTpy4f//+JUuW3HLLLbq3Zsio/AKKuJ3OspxsxZ3uyEjXvd2jhXGSpN0777zz/e9/X3cUAAAAAJLV9+bNLkxXOva2zeczKr9W09XVZTT2d/c8tHmrrjCYvHHkzjnnnH//939/9tlnr7322n/84x8Oh+MTfrmjo+Of//yniFxyySUi4nA4zj///D/84Q9JWvl16g4AAOzAIs8lWSQMAAAAAEh26emWGEpVVFSkOwQ7uPfee9PT019++eVly5Z98m8uW7YsFAqNHz/+tNNOM35ywQUXiMiWLVt27NA2C/awMeYXAExgkQdwUlJSdIcAAAAAAHbgOTjrxezious/PU9x7yv31jy1fZcweaNJJk6c+POf//xnP/vZD37wgy9+8YsZGRkf95vGVA8XX3yx0zkwXvbMM8/Mzc3t7OxcsmTJ//2//1f3pgwNlV8g4YyaYJvPf83KVYq7rjs462soFNKdBpv75KdFRlsYAAAAAGAbed7U0yaMVdzpjrZ23dttN9dff/3DDz+8ffv2X/ziF3feeeegv9Pa2vrqq6+KyMUXXxz/ocfjWbBgwWOPPUblF8AgwuGwiPQEgxonBtq4caPuNNicRZ4DskgYAAAAAJDsIpGI0VhdW3fc4kd0hdHc3Kw7EzaRkpLyxz/+8ayzzvrNb35z5ZVXHnfccUf/znPPPWe87/Pnzz/6XysrK3fs2DFjxgzdmzIEzPMLJJwVhmHm5+frDsHmgsGg7hBELDPpBAAAAAAku+7ubt0hiIjs379fdwj28dnPfvaKK64Ih8PXXHNNLBY7+heMqR6ys7MnHcXlconIkiVLdG/E0DDmF0g4j8cTCATyvKk/PvUkxV3vaut4uHK7iEyZMkV3GqCCFW4zAAAAAIAN5OXlGQ2P05mlfEkVfyTcHwqLyJw5c3RnwlbuueeeF154YdWqVU888cQR/9TU1LRq1SoReeSRR84///wj/vXSSy99+umnn3766eSa8IHKL6BITmrqDSefqLjTFdU1RuUXiWaRaRY+YZZ6AAAAAPg48fGPb9bV56QqrXJ2BYJHxGA1n59c+txF5ynu9Hfvb7jpjbdFxO2mdmemsWPH3n777dddd92PfvQjn893+D89++yz0Wg0Nzf3nHPOOfoPL7vssqeffnrr1q0ffvjhoDNFWBN7DwCYoKurS3cIIiLt7SwCAAAAAGDI9u7dazS+tuwl7TEACXX11Vf/7W9/O3o9JGOqh4svvjg1NfXov/ryl7+clZXV09OzZMmSW2+9VfdGHCsqvwBggsLCQt0hiIiUlpbqDgEAAABA8rHCyiVWiGFQr+6tHXffYsWd+sMD68v19fXpToDduN3uBx544LTTTjv8h/X19WvWrBGRyy+/fNC/8nq9F1544SOPPELlF8BHGE+s9ARDD23eqrjrbS2MAFWktbVVdwgiIrW1tbpDAAAAAJB8ysvLW1paRGTemGKPy6my63A0uqGx2YhBdxo+wkiIiISi0Q5/QFcY27czhaP5Tj311G9/+9t//etf4z955plnYrHYhAkTzjzzzI/7q8suu+yRRx7ZunXr9u3bZ86cqXsjjgmVXyDhQqGQiLT5fNesXKUrhq1bVRedR5vi4mLdIYhY71QJAAAAQFJIObiC2QsXf7UwPU1l120+34T7Hzw8Bos4/MlODWtpx8SY9njGjBm6M5GUTj311E+eOXrx4sWLFx8ayn3ttddee+21n/yaX/7yly07G/XHofILjAqWfWrGNpqbm3WHIMLEWAAAAABgEsfBcu+XK8o0rvCWlZWlOxNIYlR+gYTzeDzBYDDd7Z5fOkFx1639PuOpmblz5+pOg80VFRXpDkFEZMqUKbpDAAAAAAAAlkDlF0g44z5hcUb68oVfVdz1iuqaC5a+ICJOp9J5mkahzs5O3SGIMM8vAAAAAJgtFNEwz6/v4ApvwEhQ+QUAE6Snp+sOQUQkPz9fdwgAAAAAYAfRaNRovFpTO+6+xSN7seHr6OjQnQkkMYYBAoB9JN1k8wAAAABgTRYpuVZVVekOAUmMMb+AItFYTP3jIb3BkO7tHi18Pp/uEEQsM+kEAAAAACS7goICo+FyOFLdLsW9h6LRUCQqIrNmzdKdCSQxKr9AwoXDYRGp7e7R+HhIfX297jTYXF5enu4QRETKy8t1hwAAAAAAtvLF8knPXXSe4k5/9/6Gm954W0RSU1N1JwBJjMovkHDxuYE02rdvn+4QbK6pqUl3CCIi27dv1x0CAAAAgOTT2tpqNE7466MOh9Ku41PWxWMAYBYqv0DCuVyucDjscDjSlD8eEonGApGI8HhI4hUVFekOQURk+vTpukMAAAAAkHwaGxuNRmdA9SyFcRYZTwPYCZVfIOGMyu+k7Kwdi65U3PWK6poLlr4gIpmZmbrTYHN9fX26QxARaWho0B0CAAAAgOQzYcIEY0Ezt9OpvvdwNCoi48eP152GwW1tabtm5SrFnVa2DIyAtv463oFAQMtqeNbPjBVQ+QUA+3DqOEsDAAAAkOziK5fUfO8/C9PTVHbd5vNNuP9BsczqKXHd3d1GY393z0Obt+oKo7KyUncm/oUtW7Zs2bJFdxQYHDUCADBBVlaW7hBERMrKynSHAAAAAAB2YJGl1XJzc3WHgCTGmF8AMEFzc7PuEESS4W4wAAAAACSFeOV3en7+N2cfp7j3t2oPvFxdIyKlpaW6MzG4MWPGXHzxxbqjkMLCQt0hWBqVXyDhotGoiLT0+654/mXFXTf09RsNv9+vOw02l5+frzsEEQufEwAAAABAkirPy77h5BMVd+oUMSq/lnXCCSc8/fTTuqPAv0DlF0i4cDgsIn2h0DM79+iKYdOmTbrTYHMul0t3CCIiaWlKJ+QCAAAAAACWxTy/QMI5HA7dIcjYsWN1h2BzTU1NukMQEdm2bZvuEAAAAAAAgCUw5hdIOI/HEwgExmSkP3relxR3/UFD03+tXiss/JV4Y8aM0R2CiMjMmTN1hwAAAAAAtrKxqUX95I272juNhvEYMTA8VH4BRdLc7jNLSxR32s83hCrGbM7aBYNB3SEAAAAAgB10dHQYjcbePo2TN27ZskV3JpDEmO0BAEzQ2tqqOwQRkerqat0hAAAAAIAdZGdn6w5BRGTChAm6Q0ASY8wvAJjg0GwPDhH1MzvHYhITEZk1a5buTAAAAABIPv39/UbjuyteS1W7fnUgEjkiBouIr+N9yvixvzjzNMW9L925Z/HGSrHM1IJIUlR+AUV84fDr+/Yr7nRzsyUGoo4GoVBooBUTicV0hdHV1aU7E4AdrFy5csGCBZGDFyHqORyOE044gSf7AACAMnv37jUaL+7ZqyuGmpoa3WkYXH6aV/3kjesbm3VvN+yAyi+QcEZNsKmv/9ynlumKYefOnbrTYHMWKbnW1dXpDgGwgwsuuEBj2VdEYrFYZWWl7jQAAIBRJCcnp729XW8MFpldAbATKr9AwsX0jQCN6+7u1h2CzRUWFg603A5JU/pslIhIMCqBqIjMnj1bdyYAOzg0ih8AAGB0KCkpMYb9LrlwQU5qisquuwPBhc/9w4hBdxoAu6HyCyScx+MJBoOpLtecMUWKu+7yB3a2d4jIvHnzdKfB5g4NDwzHpCesK4ze3l7dmQDswOv19vX16Y4CAABAg9MmjCtMT1PZY5vPp3uj/4W1dfWnP/KU4k6b+gZmPQ4EAroTgCRG5RdIOIfDISLjMjPWfP1ixV2vqK65YOkLIuJ282FPrNZWS0ypvGfPHt0hAHaQkpJC5RcAAGCUa2trMxpdgeAGfbPusvYDRoJiEACY4NByq06HeByqu4/EJBwTkRNOOEF3JgA7SElR+oQjAAAALCgvL093CCIiFRUVukNAEqPyCwCmmuiVz6ue1kO2dMsHnSKSmpqqe/sBO+A5CQAAADidTqPxb6Ulf/ny2Yp7/9/N2+5+d52I5Ofn684EkhgXNgBggp6enoHWPp88VKsrjF27dunOBGAHxiw9AAAAgIike9xlOdmKO83zMqwHJqDyCyScsfZXXU/vcYsfUdx1/8Hl6bu6unSnweYsUidyuVy6QwDswCKfaAAAAAAYCSq/QMIZld9wNLq3U1v5ddu2bbrTYHOZmZkDraJUmZ2luvsan1T1CTNAASbhJgoAAAAAG6DyCySc0+k0ir8aTZkyRXcaRo18j5ymfB2AmBiVXwCmSEtL0x0CAAAAAIwUlV8g4dxudyQSKcvJ3rHoSsVdr6iuuWDpCyJSXFysOw0219d3sPC6s1du360rjL179+rOBGAH8dU8AAAARolYLGY0XtyzNys1RWXXvcHgETFYRDyeV/fWjrtvseLe/eGBAWSHFpUBho7KLwCYQPuwbkMgENAdAgAAAIDkU1VVZTS+u+I1XTFUV1frTsNHtLW1GY1QNNrh13aptWPHDt2ZQBKj8gsAJsjOPrjSa55HpmSo7r4hIHU+EZkxY4buTAB2wApvAABgtLHCWJZwOKw7hI8oLCwcaDlEnMrPD2Mi0ZiIHH/88bozgSRG5RcATHVclvz3NNWdPnlA/ne/7i0H7IPKLwAAGG0qKiqam5tF5KxJJR61q92GIpFV++rEygtWn5wrv1A+yGZJg/x1n4ikp6fr3n4kMSq/QMIZcwP1BEMPbd6quOttLe26t360ODQj1fsd8u/rVHcfihr/39/frzsTAAAAAJKP2z1QIHr0vHMK05Wudtvm8024/8HDYwBgFj5UQMKFQiERafP5rlm5SlcMlZWVutNgc8btcRGRcEx6tT2jtH37dt2ZAAAAAAAAlkDlFxgVrDBnk70VFxfrDkFEZPLkybpDAOyA2R4AAABwyF6f3Kt89bm9Aw90HnrAFBg6Kr9Awnk8nmAwmO52zy+doLjr1n7fhsZmEZkzZ47uNNjcoTG/Wu3du1d3CIAdUPkFAABAV1fXQKs5IC9pu+LjEV6MBJVfIOGMCkJxRvryhV9V3PWK6poLlr4gVDESr6ioSHcIIiLTp0/XHQJgBxwzAQAA4PV6dYcgIpKbm6s7BCQxKr8AYILe3l7dIYiIHDhwQHcIgB04nU7dIQAAAECz1NTUgdbENPmS8rE+W7rl/U4RKS0t1Z0JJDEqvwBgApfLpTsEEZGUlBTdIQB2QOUXAAAAh4xPlUvGq+7U4TAqv8BIcGEDACZIT0/XHYKIyJgxY3SHANgBsz0AAAAAsAHG/AIJF4lERKSup/e4xY8o7ro/FDIa3d3dutNgcxZZ4e3DDz/UHQJgB1R+AQAAANgAlV8g4YzKbzga3dvZNeIXG6atW7fqToPNFRcX6w5BROS4447THQJgB8z2AAAARpuWlhajUfKHB7XHYDl7fXJvtfJO+43/j0ajurcfSYzKL5BwTqfTKP5qVFFRoTsNNhcOh3WHICLS19enOwTADqj8AgCA0aapqUl3CFZ5kjKuq+vg4K3mgLykLbbKykrdmUASo/ILJJzb7Y5EImU52TsWXam46xXVNRcsfUGY/jXxDp0TaFVfX687BAAAAADJp6SkpKOjQ0TcOm6Bh6NREZkwYYLuNHxEWlqa7hBERAoKCnSHgCRG5RcATFBYWGg0XClp3gzVX8whf0/Q1yUis2bN0p0JwA4Y8wsAAEab3Nxco1Hzvf8sTFda8Wzz+Sbc/+DhMVhESkrKQGtimnypSHX3W7rl/U4RKSkp0Z0JJDEqvwBgpgnHf+nsa55T3OmWl+5Y/+zNIuJyuXQnALADVngDAADAIeNT5ZLxqjt1OIzKLzASVH4BwEz1219ZepPqWZWD/Z1Gw+/3604AYAdUfgEAAADYAJVfQJFAJLKhUfWU8FUdlph8djSIr4cQDvT1tChf9fWgrVu36s4EYAcej0d3CAAAAAAwUlR+gYQLhUIi0tDbd/ojT+mKobpaWy1ylCgqUj7r02CmT5+uOwTADsLhsO4QAAAAAGCkqPwCCReLxXSHIC0tLbpDsLn4elCl8y7QOM9vVlaW7kwAduB2c4IEAAAw2h26ln+vU774rq4wurp4lhfDx4UNkHButzsUCrmdzrEZ6Yq79oUjbT6fiMydO1d3GgAgacTv5QAAAGDUamtr0x2CiMiuXbt0h4AkRuUXSDijglCSlblj0ZWKu15RXXPB0hdEJDU1VXcaRovGnW8s/8VJijv1dTcajWAwqDsBgB3wUQIAAEBhYeFAyyHiVL4CcEwkGhORE044QXcmkMSo/AKACeIrvAX7O9v2rdcVRmVlpe5MAHaQlpamOwQAAABYxsm58osZqjtd0iB/3SecmmJkqPwCgAkO3Q3WqqKiQncIgB34/X7dIQAAACgVf+bpV2s/SPcoLRb5Di6uy3NXgOmo/AKACVwul9EYP/MLZ3zzL4p73/HGnytX3C0iubm5ujMB2AHz/AIAgNGmqqrKaDywYbOuGKqrq3WnAbAbKr9AwhnrgXYHgve8p3oSgF3tHYfHAAXcqRmZhZMVd5qSnqt7uwFbSUlJ0R0CAACAUlZYG8YKMQA2Y//KbyQSiUQiPT09prxaNBo1GqFQyKzXHDajlheLxbRHEgqFjEZ/f7/DYc6s5/FUH/vvm/imRCIRo+H3++NbN8L8tPv9t6xea0p4w7B+/fqRJyf+pvT09JjyRg/vWZ5AIGDWG23irtvX12c0woG+nhbVd6qD/QMlfr/fb+LhzqyX6u/vH2rXxl+Zfug2a9cdtvixxefz6X2WLZ6TcDhsVp6HOkOCkY3e3l5zb02Zsutq/2I1K4z4Gx0IBMIHn6McoaF+LUYiEROPJ4nYdUcejPZI4m+uz+cLBAKmvGb8eHXsv2/im3L4rjvUSBLExAuKkcRgNHp7e836OhvqETgWiwWDQbNSkYhdd3jsfZUXP00dUgA+n8/0aysTd93hOfzYMvKrvJGIf/RMPLb4fL4h/b7xvvT19cUDKC0tPXDggIjcfMbJGR6PyoT0hUK/evt9EZk4ceLIExI/tvT394/wQa6hfnwS5PCrPCbEwFDZv/JrHFLNOmWMH6Cj0ahFTkNjsZj2SA7/3tJ4GmpiKuLnBEMtQFuWy+UaeXJMf6OHF5KJnz4Ttyh+uVK//ZWlN2mbbLelpcXE5Jj1UnZ6o0cofkjRfuhOxNfZUA+Y8S9oc1NhSm4zMjJMDGnYTDxuJ+IrckgxmP5x1v4hOpz2SA7/RJt1K2UYr2Pim8IbPajD32iNYSTiC9rEXXeEkdhylxvq6xjZSNAbbWaCRhaJRZ6JtMIX9NEBfG/e7MJ0pUuKtfl8RuVXTD3/GfkbbZEDwuGfR+2fIyQd+1d+3W63y+Uya+7LUCjU1dUlIqmpqZmZmXo3ra2tLRaLOZ1O7TN79vT0GGWvrKwst9ucnSo+a+qx/35KSopZqfD5fMbNvfT0dK/XO8JX83g8wWAww+P56rRyU8I7dg09fW/U1onIvHnzRp6czs5O4/Zpbm6uxjG/aWlpZr3RJu66FjknaG1tHXlyWltbRcTEI2dWVtaQft+4M5+ZmWlWAKbvusPW399vjIBOT0/X+yxbOBzu7OwUkZSUlKG+QR8nPT19SL9vfOhycnLM+j41cdfVOw4obuQbEn9Iwuv1mrUq9FB3XbfbbeK5SnzX9Xg8Zu26w9bR0WEc/LWfifX19RlDvTIyMsyaq2SoX4sul8vj8ZiVisN33aEeW8wVi8Xa2trE1K/FYevq6jKOTtnZ2WZNRz7Ur0WHw+H1es1KRSJ23eGJX+WlpKRY5CrP4XCYlefe3t4h/b6xd2VkZJgVQCJ23eHx+/1GNtLS0kZ+lTcS0Wi0vb1dRNxud05OjimvOdT71sZxPjs7O/5Gm3UtPxJut3vkO15vb6/xLFpmZqZnZIOXs7OzB1p7fXKv8jmI9w48Onn4JbDeXRfJSP8HG7A945S6KD3tbwu+qLjrFdU1RuUXiVZUVGQ0nK4Uj1f1BUMk5A8H+0Vk9uzZujMB2AHz/AIAAMC4JyQi0hyQl5p1hbFlyxbdmUASo/ILAGYqmX3u2dc8p7jTLS/dsf7Zm2Xog+UBDIrH6AAAAGDWI1MjlJ+frzsEJDEqvwAAAB9h1mJoAAAASF6HngObmCZfKlLd/ZZueb9TRCZOnKg7E0hiVH4BwEz+7ub67a8q7rSnpUr3dgO2YpEV3gAAAGAJ41PlkvGqO3U4jMovMBJUfoGEM54abvP5r1m5SnHXdT09RsMiqxXZmLGGgIg0V61d+dsv6Aqjvr5edyYAO+ju7tYdAgAAAACMFJVfIOGMp4Z7gsGHNm/VFcPGjRt1p8Hm+vv7dYcgImKsPw5ghAoKCnSHAAAAAAAjReUXSDiHwxGLxfTGwJTwiRbPsMeblZFXorh3f2+bv6dZRE444QTdmQDsoL29XXcIAAAAADBSVH6BhPN4PIFAIM+b+uNTT1Lc9a62jocrt4vIlClTdKdhtBh33NlnX/Oc4k63vHTH+mdvFhGHw6E7AYAd5Obm6g4BAABAqb6+PqNx2fMvpThdKrsORaNGwyJPUgJ2QuUXUCQnNfWGk09U3OmK6hqj8gsAOHY9BydJBwAAGCVqamqMxlv7ta0dEo/BcsIx6Q2r7jQY1b3ZsAMqvwBgJn93c/32VxV32tNSpXu7AVvJysrSHQIAAIBSOTk52ie8ys7O1p2Gj4hEIgOt9V3y7+t0hcFqLhgJKr8AYAK/3280mqvWrvztF3SFUV+v7f48YCfxpx0BAABGiZKSkr1794rIkgsX5KSmqOy6OxBc+Nw/jBh0p+Ejurq6dIcgImK8L8DwUPkFABNYZEaq1tZW3SEAduD1enWHAAAAoMdpE8YVpqep7LHN59O90YM7tFK62yFpSuc+FhEJRiUQFZE5c+bozgSSGJVfIOFisZiIdPj9t6xeq7jrvZ0DtyjDYeVzEo0y8XMCjzcrI0/1nWp/b5u/p1lEZs2apTsTgB2EQiHdIQAAAMAyPpUjv5ihutMlDfLXfSLi8Xh0bz+SGJVfIOGMCkJXIHjPe+t1xbBp0ybdaRgtxh139tnXPKe40y0v3bH+2ZtFxOFw6E4AYAcpKUqfcAQAAACARHDqDgCwPysU4zIzM3WHAABJgzG/AAAAAGyAMb9Awnk8nkAgkOdN/fGpJynueldbx8OV20VkxgzlT6aMVtFwMNjfobjTSMive7sBW+GROgAAAAA2QOUXUCQnNfWGk09U3OmK6hqj8otEi0QiRqOu8qXHrssf2YsNX3t7u+5MAHbAmF8AAAAANsBsDwBggra2Nt0hiIjU1NToDgGwA8b8AgAAALABxvwCgAmKi4uNhtOV4vGqnlU5EvKHg/0iMnv2bN2ZAOwgGAzqDgEAAAAARorKLwCYqWT2uWdf85ziTre8dMf6Z28WEbebozpggtTUVN0hAAAAAMBIUSMAEi4Wi4lITzD00Oatirve1sKsrwAwZIFAQHcIAAAAShnXrSLy4p69WakpKrvuPfi4VTwGAGah8gsknLFSUJvPd83KVbpi2LJli+40AEDSyMnJ0R0CAACAUlVVVUbjuyte0xVDdXW17jQAdkPlFxgVotGo7hBsLn53um7LPx67Ll9x75Gw32j09fXpzgRgB62trbpDAAAAUCoSiegOQcLhsO4QPkZ9QJ6qV91pZbfuzYYdUPkFEs7j8QSDwXS3e37pBMVdt/b7NjQ2i8icOXN0p8HmmpubjUY0Egr2d+gK48MPP9SdCcAOSkpKdIcAAACgVEVFhXFRc9akEo/LpbLrUCSyal+dEYPuNHxEb2/vQGu/Tx6q1RUGV3kYCSq/QMI5HA4RKc5IX77wq4q7XlFdc8HSF+IxIHGKi4sP/Yf6bMcG/jdz5kzdmQDsYN++fbpDAAAAUCq+WPSj551TmJ6msus2n2/C/Q+K9RasdqmtgH8cj8ejOwQkMWt9qAAgScVr66XzLjj7mucU977lpTvWP3uziKSnp+vOBGAHU6ZMWb16te4oAAAAoFNa2kAFPD1vwrjpZynuvbNhe9u+DSIyZcoU3ZlAEqPyCwAA8BHxFU4AAACAgolzz7zqUcWdbl15j1H5BUbCqTsAAAAAa5k4caLuEAAAAABgpBjzCygSjcU6/AHFnfYGQ7q3e9SJhoPqV3iLhPy6txuwlZaWFt0hAAAAAMBIUfkFEi4cDotIbXfPuPsW64qhvr5edxpsLhKJGI26ypceuy5fVxjt7e26MwHYActoAAAAIK6zYce6Z25U3Gnr3veNRiwW050AJDEqv0DCRaNR3SGwTn3CtbW16Q5BRKSmpkZ3CIAdZGZm6g4BAAAAmnV3dxuNnpaqypfv0hXG1q1bdWcCSYzKL5BwLpcrHA47HI40t0tx15FoLBCJiMisWbN0p8HmiouLjYbTleLxqq4ZRUL+cLBfRGbPnq07E4AdNDU16Q4BAAAAmqWmpuoOQUQkKytLdwhIYlR+gYQzKr+TsrN2LLpScdcrqmsuWPqCMH5NoZLZ5559zXOKO93y0h3rn71ZRNxujuqACcrLy19//XXdUQAAAECneOU3q2hy6dwLFPfeum990641IlJWVqY7E0hi1AgAAAA+Yvfu3bpDAAAAgFXkjpt58qW/Vdzp1pX3GJVfYCSo/AIAAHzElClTVq9erTsKAAAAdbq6uozGuU8vczudKrsOH1waJx4DALNQ+QUAMwX7O9v2rVfcaX9nve7tBmylrq5OdwgAAABKxc9/tjS3ao8BgFmo/AKACQKBgNFo3PnG8l+cpCuMhoYG3ZkA7MDr9eoOAQAAQKmioqL29nbtMehOA2A3VH6BhIvFYiLSHQje857qoaC72juMRvTg4zNIkN7eXt0hiIg0NzfrDgGwAxZQBgAAo01xcfHOnTtFpO77VxWmp6nsus3nm3D/g0YMutPwEca1vIjs3/KPv13l0BUGk2BgJKj8AgkXCoVEpN3vv2X1Wl0xbNy4UXcabK6goMBoeLxZGXklinv397b5e5pFZPbs2bozAdjBgQMHdIcAAAAAzdra2nSHICKya9cu3SEgiVH5BUYFnlxWZtxxZ599zXOKO93y0h3rn71ZRBwObTeiATuZOXPmqlWrdEcBAAAAnQoLC42Gw+FwOFUX0GKxaCwaEZETTjhBdyaQxKj8AgmXkpISCASyU1O+Nft4xV3v6+x+fneViBx/vOquASB5ffjhh7pDAAAAgFWUzDr389e9qLjTrSvv+WDJT0QkLU3p5BuwGSq/gCL5Xu/dZ81X3OmK6hqj8gsAOHZWm2MOAAAAAIaByi8AmCnY39m2T/VSfv2d9bq3G7CVlJQU3SEAAAAAwEhR+QUAEwSDQaPRuPON5b84SVcYjY2NujMB2EFtba3uEAAAAABgpKj8AoAJenp6dIcgItLU1KQ7BMAOZs2a9cYbb+iOAgAAAJYQDvb3tFQr7jTQ1657u2EHVH4BwAQFBQVGw5WS5s0oUNx7yN8T9HWJyKxZs3RnArCDXbt26Q4BAAAAmkUiEaPRsGPV0psqdIXR0tKiOxNIYlR+gYQzvi0aevtOf+QpxV13BQJGo7u7W3caRosJx3/p7GueU9zplpfuWP/szSLidDp1JwCwA6/XqzsEAAAAaNbV1aU7BBEmIsPIUPkFEs6o/AYikQ2Nzbpi2Lp1q+40AEDSGDdunO4QAAAAoFl+fr7RcLo8Hm+W4t4jIX842C8ic+bM0Z0JJDEqv0DCOZ3O+EMiupSXl+tOAwAkje3bt+sOAQAAQKne3l6jcdnzL6U4XSq7DkWjR8RgNROO/+Lnr3tRcadbV97zwZKfiIjbTe0Ow8feAySc2+2ORCJlOdk7Fl2puOsV1TUXLH1BRMaOHas7DaNFNBwM9nco7jQS8uvebsBWjjvuuDVr1uiOAgAAQJ19+/YZjbf212uPAYBZqPwCgAniw7rrKl967Lp8XWG0t7P8K2ACltEAAACjTX5+vvarifjsCgDMQuUXAEzQ1tamOwQRkb179+oOAbCDnp4e3SEAAAAoNW7cuD179oiI/GGWZKstFvWE5ZpKYa0FIAGo/AKACYqLi42Gw+lyuVMV9x6NhKKRkIjMnj1bdyYAO5g9e/Yrr7yiOwoAAAAdxqRIjkdpj2lKpxUGRhUqvwBgpolzzjv7mucUd7rlpTvWP3uziHg8ak/RAJvasmWL7hAAAABgFQ07Vi29qUJxp0Ffl9Ho7+/XnQAkMSq/AAAAH5GVlaU7BAAAAE229EiG2kG4fRHd2zy4+NoP4WB/T0u1rjC2bdumOxNIYlR+gYQLh8MiUtvdM+6+xYq7DkWjRoPVigDg2JWUlOgOAQAAQKmampqB1i926Y/BGgoLCw/9h8OhuvvYwP9mzJihOxNIYlR+gYSLRqMiEo3FOvwBXTHs3r1bdxoAIGkw2wMAABhtfD6f7hAsEcPhHAervRNnL/j8dS8q7n3ryns+WPIT4XE0jAyVXyDhXC5XOBx2iLicTsVdx2KxSCwmIscdd5zuNIwWrTUfrPrzJYo77WrcYTQiEYs+JwUkl7KyMt0hAAAAKFVeXt7a2ioiUuIVp9rxrdGY1PmNGHSnAbAbKr9AwhmV30k52TsWXam46xXVNRcsfUFE8vLydKfB5gZOkkT6Ow7UrFuiKwwGKgKmYLFEAAAw2qSmpg60fne85Kg9F+oKy8XrPhIDAJOoHoEIALaUk5OjOwQRJicFTLJz507dIQAAAADASDHmFwBMEB8hOGbK/BMvvF1x79XvPbZzzV9FpKioSHcmADs4/vjj16xZIyJO9Ut5iERjMd0JAAAAAGAHVH4BwEypWYVjp/+b4k6bq9bq3m7AVvr6+owGRVgAADBKhEKhgdZjByRV7QPigeiRMVhMf1eD+jn92uuYyg8moPILAADwEbW1tbpDAAAAUKqqqmqgtaxRfwzW4PP5jEbbvg3q1/GOq66u1p0JJDEqvwAAAB8xd+7cN954Q0RcTodTVE/4EI5GGWkMAAAUs8IKtykpKbpD+IhwOKw7BBERv9+vOwQkMSq/QMJFo1ERaejtO/2RpxR33RUIGI3e3l7daRgtwoG+nhbVt2SD/R26txuwlcbGgaEukWgsIpRhAQCA/ZWXl9fX14uIfGWM6tkeglF5oUlEJk+erDsNH5GVlWU0vFlFhZNOUtx7T2t1V+NOEZk5c6buTCCJUfkFEs64TxiIRDY0NuuKobKyUncabC4+I1X99leW3lShK4yWlhbdmQDsoLlZ2+EaAABAC0d8YdsrSyRH7fjfrrBR+XXoWFz3WBRNPvnz172ouNOtK+/5YMlPdG86kh6VXyDhnE5nJBLRG8OkSZN0p8Hmurq6dIcgIlJXV6c7BMAO5s2b9/rrr4uI2+l0Kr8ACUWY7QEAAACACaj8AgnndrsjkUhJVuarl1+kuOvVtXWLXn5NRMaPH687DTZXWFhoNJyuFI83U3HvkZA/HOwXkdmzZ+vOBGAHNTU1RiMcjeqOBQAAAACGicovbGvlypWbNm0a3t+GQqFgMCgiqampbvcwPyaf/vSnP/e5z8X/0+10luVkK07Cjox0xT2iZPa5Z1/znOJOt7x0x/pnbxYRl8ulOwGAHVhkFD8AAIAyPT09A62ffSgutQ89RWJHxgDAJFR+YU8bN24855xz9MbgcDh27tw5depU3ckAAAzNiSee+Oqrr4pIbmpqqlv1DZU2ny/MfA8AAECt2tragVZ1v/4YAJiEyi/saeXKlbpDkFgstmrVKiq/AJB09u7dazQ6AwEJ6I4GAAAg8QoKCtrb27XHoDsNg2vbt2HVny9R3GlX406jEWX+MYwAlV/Yk/YV1QwcoAEgGWm/7AEAAFBs7Nixu3fvFhH5wyzJVlss6gnLNZVGDLrT8BGdnZ1Go7+roWbdEl1hbN68WXcmkMSo/AKAmXpba3auWay409aaD3RvN2ArJ5544muvvSYi+V6vd7izvQ9bc38/K8sBAABtxqRIjkdpj2kWXa0kIyNDdwgiImPGjNEdApIYlV/Yk8ej9ovqE8OIxWIi0hMMPbR5q+IAtrUwbE2R+FoE7fs3rX1kka4wdu3apTsTgB3U19cbjXa/X3csAAAA0CNeWMgvnXvCF29Q3Htd5cvV7z0uIuPHj9edCSQxKr+wJ7fyIVqfEEYoFBKRNp/vmpWrdEWyZcsW3cmACk6nU3cIgB3EK78AAABARu6EilO/rrhTX1ejUfkFRsIS1THAdA6HQ3cI1mKMO0biZGVlGY2MvIljp/+b4t4767e11W4UkSlTpujOBGAHc+fOXbVqlYgUpHnTlN9KbOxjtgcAAKDPlh7JUDv9Qp8l1ukBbInKL+zJIkurhcNhEfF4PMFgMMPj+eq0csUBNPT0vVFbJyKzZ8/WnYzRoqDsU2de9ajiTre8dIdR+QVgiq6uLqPR5mO2BwAAMCrs3bt3oPULbTPIHYoBgEmo/MKeLPLMuzHbgzEAuSg97W8Lvqg4gBXVNUbll0HQAHDsqqqqdIcAAACglN8CyxtYIQbAZjRXfl999dX77rvvL3/5y7hx447+166urieeeOL999/v7OwsKCg47bTTLrvssvT0dL0xIylkZmbqDkHEMiuBAgCGZNasWatXrxaRVJfL5VR958wfjkSZogcAAKhVXl7e2toqIlLiFcXnP9GY1PmNGHSnAbAbnZXfWCxmXFYNqq2t7Sc/+Ylx3PF6vU1NTcuWLVu3bt3dd99tkaIerKy7u1t3CBYKAwAwJPG50XO8qRkH13RWpq67h8ovAABQLDU1daD1u+MlR+35T1dYLl73kRgspru5qvLluxR32rhrje7thh1oq/xGo9Hly5dv3rz5435h8eLFra2t5eXlN9xwQ0lJSXV19R133FFXV/fII49873vf0xU2koXX69UdgoXCgEqd9dvWPXOj4k5bqt81GizlB5hi69atRqO5r193LAAAANCjt7fXaHQ17lB/lRf34Ycf6s4EkpiGyu+6deveeuutrVu3Njc3f9zvdHV1vf/++ykpKTfddNOYMWNEpKKi4uabb77++uvXrFlz1VVXpaSkaMwarM8itwrZUUePjo4Oo9HdtFv93eC47du3684EYAdTp079hMeSAAAAMBq4XC7dIYiIeJQ/ggY70VD5feedd15//fVP/p0333wzEonMmzfPKPsaysvLy8vLq6ur161bd/rpp6uPHEkkXobTq7OzU3cIUMQi47uzs7N1hwDYQW5urtH4fFnppBzVH6tnduzuDAR05wAAAGC0S0tLMxrpeRPGTT9Lce+dDdvb9m0QkSlTpujOBJKYhsrvZZddtmDBAqN988039/cP8hxlZWWliMybN++In5944onV1dWbN2+m8otPlpeXpzuEQ2GEw2ERqenq9t59v65IGhsbdSfD5uLnBFlFFaVzv6q499aaD5p2vyUiEydO1J0JwA42bNhgNF6tqdUdCwAAgArBYHCg9dgBSXUq7TsQPTIGiymYOPfMqx5V3OnWlfcYlV9gJDRUfouKioqKioz2x42cNwZsjh8//oifjxs3ThhHiWPg9/t1h3AojGg0qjsQqa6u1h3CaJFXMuvkS3+ruNMtL91hVH4BmCJ+ogIAADBKHLpmXKZt2BDXrYDptK3w9sm6urpEJCMj44ifZ2Zmxv/1aBs2bDAGVx7O5/PFYrFQKGRKYPHXj0ajZr3mCJm4dcMWr2yGw2GzFpga6uvEYrHD35RIJKI3J/EwQqGQy+UKh8MOhyPNrXqSoEg0FohEROT4448f+X4Sf1NCoZDD4Rh5eMMLyciqKfkxcdc9+uCjhYnJScSR89i7Nv7KxG0xGmbtusMW3+VMfKeGJ36QNPHrbKgHXuN9CYVC5qbClF23rKzMaJw8fuy4zIwRvdbQvV6zvycYlOEeJA8Xf1MSceQ8RrFYzMTjSSJ23WE7/NiiN5LDv87MOsqN8ExshBKx644wD1Y45Y4HY+IbPQwmvtGJ2HWHx4JXeWLesWV4Z2LmnlXGI9H7Rtv72DK8M7HDT7mtsEpNSkrKyBNy+LFlhC9lwas8KwwsQ3KxdOXXqPMe7pMrvz/+8Y+7u7uP+OGsWbMikcjH/cmwBYNBizyGEIvFTN+6YYsvfDlyQz2cRaPRYDAYT4XeU4rDdXV1OZ1OEZmUnbVj0ZWKe19RXXPB0hdEJCUlxcT95OgP2vAM70vd7/ebvs+PfNft6ekxN6Th6e/vNys50WjUrJcaanqNj39fX5/pb7RZu+7IDTrTkRahUMisPPt8viH9vnF90t3dbe69OlN23U2bNhmN9+t1TpVj4kfA7/eb9TTMUM9/wuGwiceTOBN33RGy1JmYiceWoV7rRiKRcDhseioCgUDAGtNeJ+KCYthM/DobRok/EWdi1vlatM5VnolHzqGephp7hb3PxHw+31DPWxLExCNnX1/fkH7fOAHr6emJB1BSUnLgwAERka+XiFftbA/+qPy9zojBxB1vqDk5mkWu8nw+XzwtFnm+GUnEopXfTz4Fsc5tWFiWRVZ4a29v1x0CAGDILDK+AwAAQJlDw6fOHyM5HqV9d4WNyq91hnABtmHRym9ubq7P5zv6/owxcOzjFu/6yle+cvTdj4aGhlAo5PV6TQnMGFgqIi6Xy+NReyg8irGxDocjNTVVbyShUMi4YZiammrWkXqor+NwOFwuV/yNHjt2rN6cGMaNG+f1eq3w7eV2u0f+KQgGg8ZgTLPeaGM0tJZtMZi468Y/hr2tNTvXLDYlvGPXWvOB0fB4PCNPjunHlqG+jvFepKSkmPVGm77rDls4HDZKih6P5+NmulcjEV9nQ30d473wer1mvdEm7rpz5sx57bXXRGRmYUFhmjnhHbt1jU39obCRnBG+VPzZQBN3uaG+jtPpdDgctjwTCwQCsVjMCmdiiTi2DPU72ul0Op1Os97o+K7rdrvdbs0XLNY55bbI15mJZ2LxXTclJWV4p4VmsdSxhTOxxEnE1+LwxGIx44EGp9Np1hwLQ30d40OXmpoaf6P1fgzjMYx8x4tf5Y382BL/+EQjoWC/6uFl4dDAyPTDr/K0fy0i6Vh0j8nNzW1oaDi68mv85OMqvz/60Y+O/uH//M//dHV1HT1xxPCEQiHjnMDj8Zj1msMWv97QHklPT49xYE1LSzPrMDSM643D3xSLPLzj9/u1vzsGU/bYzs5O46QtMzPTlJO24T1Ml5qaalZWTdx144+rt+/ftPaRRaaENwx1dXUjT45xveF0Os3Kc1pa2pB+3/j4p6WlmRWA6bvusPX39xuXuF6vV28FIRwOGx9At9ttVp6HukXGFVdGRoZZAZi467a2thqN7a1tpsQ2PCPfkEAgYFzipqSkDPWT+HGGWhNxuVwmHk8SsesOW/zCUnskfX19xrElLS3NrArCMEr8Jr4ph++66enpJudrKIzJDYyEaH+ju7q6jK+zjIwMswo0wxhskZKSYlYq4ruu1+vVO8Gova/yhvohit+aNSuAROy6w+P3+41jy+HlTi2i0ahR+TXx2DLULTLei/T09HgAeqvh8RhGnpDe3t74Vd4I7+XEz28PbPvnY9fl60pLb29vPC1WmI4ZyUX/LZ1B5ebmikhDQ8MRP29qaor/K/AJ9H6RWy0MjB7M9w+Yora2VncIAAAA0MwiM7zv3btXdwhIYhYd8ztr1qx33nln8+bNCxYsOPznxoorJ5xwgu4AYXXan9KyVBhQICsry2ikZRcXlH5Kce/dLVXdTbtEZNq0abozAdjBnDlz3njjDRHJTPGkOFWPf+kKBCJDXHMJAABghA6tt/ROh6SrPf/xRY6MwRry8wfG+TpdHo83S3HvkZA/HOwXkTlz5ujOBJKYRSu/n/nMZx566KHNmzd3dXXl5OQYP2xsbNy1a1d6evqpp56qO0BYnUXWjbVIGFCpqOL0s695TnGnW166Y/2zN+vedMA+4o8/T87JKUo3Z5KEY/defWMfi9kCAAC1qqqqBlq/rdYVQ3W1tq4/2YTjv/j5615U3OnWlfd8sOQnwpAyjIxFK785OTknn3zyO++8c88999x0003p6eldXV133nlnLBY766yzmNYE/1JxcbHuEEREioqK5OAa8TVd3d6779cViTFTCgDgWBjPGIlIZUur7lgAAABUiK9copFx7QzARBat/IrId77znV27dm3evPmKK66YMGHC/v37Y7FYaWnpN77xDd2hIQkcPUm0xjCsMPXqofu3AIB/ZeLEibpDAAAAUKqioqK5uVlEZF62uNUuChWOysZuIwbdaQDsxrqV34KCgnvvvffxxx9///33Dxw4UFRUNH/+/EsvvdSslalhbyUlJbpDEBGZMGGCiLhcrnA47HA40tyqJ4uMRGOBSESYHRsAhiL+JfL5stLJudmKe1+yY3enP6A7BwAAYHRxuw8WiG6eKjlqpxfoCsvF6z4SAwCTaP5QPfbYY5/wrzk5OVdfffXVV1+tN0gko7q6Ot0hiIgcOHBADlZ+J2Vn7Vh0peIAVlTXXLD0BRHJzlZduQCA5LV161aj8WpNre5YAAAAAGCYuJ0CeyotLdUdggjPC48m8VVo67b847Hr8hX3Hgn7jUZ/f7/uTAB2EGKBNQAAAADJj8ov7Km21hKjtCwy9BgKxNfQi0ZCwf4OXWFs27ZNdyYAO5g7d+6KFStEZO6YouKMdMW9v72/vo/SMwAAgGW011WufWSR8k63GA0rLB2E5EXlF/ZkkcG2FpluGAqMGTPm0H84HKq7jw38b+bMmbozAdhBV1eX0ajv7esKBBX3HrTAytoAAADo7Ow0Gn3ttTvXLNYVxubNm3VnAkmMyi/saf/+/bpDEGHM72jiOFjtLZ13wdnXPKe49y0v3bH+2ZtFJCMjQ3cmADuID59v7mMGFQAAMCqEw+GB1rJG8apdnNwfOTIGa7DI5VVxcbHuEJDEqPzCniZNmqQ7BBHLDD0GAAzJ9OnT16xZIyKOgf8pdXDacAAAAHWqqqoGWo8d0B+DNXg8HqORXzr3hC/eoLj3usqXq997XEQmTJigOxNIYlR+YU8WmefXIkOPAQBDUlhYaDS+PW/WnOJCxb3f9tZ7TYw1BgAAarlcasf5WjWGQWXkTqg49euKO/V1NRqVX2AkqPzCnkpLS3WHcCiMSCQiInU9vcctfkRxAP0H1wiKz08EAPiXtm7dajQWb6zUHQsAAIAK5eXlDQ0NIiKfKZAUtQ89hWKyps2IQXcaALuh8gt72rdvn+4QDoVhVH7D0ejezi5dkWzfvl13MgAgaYQO3jYDAAAYJZxO50DrujLJ8SjtuytsVH4PxQDAJFR+YU8WuVVYVlYmIk6nM6J7ofapU6fqTsZo4e9urt/+quJOe1qsNR8WkOzmzp27YsUKEZk7pqg4I11x72/vr++j9AwAAABgxKj8wp6qq6t1hyAiUlNTIyJutzsSiZTlZO9YdKXiAFZU11yw9AURKSoq0p0Mm/P7/UajuWrtyt9+QVcY9fX1ujMB2IHP5zMa3YGg06F6ibdILKo7AQAAAADsgMov7MlSY34xGvT3W2I5ptbWVt0hAHawadMmo1Gtb5YeAAAAWEQ42N/Tonp4WaCvXfd2ww6o/MKeLDLm1yLTDUOB/Px8o+HxZmXklSju3d/b5u9pFpFZs2bpzgRgB2VlZatXr9YdBQAAAHSKT9vYsGPV0psqdIXR0tKiOxNIYlR+YU8WGWxbWlqqOwSoNu64s8++5jnFnW556Y71z94sIg7lj6UDtjR+/Hijcev8U84oGa+496teenV/d4/uHAAAgNElEAgMtBbXikftZUUodmQM1tDVZYnHv2pra3WHgCRG5Rf2tH//ft0hiOMYKb4AAIAASURBVIgcOHBAdwgAgCGLP7Fx21vv6Y4FAABAhUMPzr6ibYSpRR7ejYs/2el0eTzeLMW9R0L+cLBfRGbPnq07E0hiVH5hT/HhWnqNGTNGdwgAgCFraGjQHQIAAIBSaWlpukOwRAyDmnD8Fz9/3YuKO9268p4PlvxERDwej+4EIIlR+YU9WWSdq/Z2ZmQHgOQzb968VatWiUhBmjfNrfpkqbGvPxyN6s4BAAAYXcrKygaenf16iXidSvv2R+XvdWKZaRsBO6HyC3vKylL9IMagMjMzRSQWi4lIXyj0zM49igPY3MRM8AAwZKmpqUbjohlT5xQXKu79trfea+rr150DAAAwWp0/RnLUDjLtChuVXwCmo/ILe7LIxPDBYFBEQqGQiLT0+654/mVdkWzdulV3MkaLzvpt6565UXGnLdXvGg3jNgOAEdq8ebPRWLyxUncsAAAAADBMVH6BUcGoQSNxOjo6jEZ30+7Kl+/SFcb27dt1ZwKwA4dD7XrWAAAAAJAAVH5hT+np6bpDEDk4P73H4wkGg+lu9/zSCYoDaO33bWhsFpG5c+fqTobNeb1e3SGIWGaeEyDZzZ49+x//+IeIfGbihJLsTMW9/2PP3u4At+sAAAAAjBSVX9iTpVZ4M8aOFWekL1/4VcUBrKiuuWDpCyLidKqdoX/0ia9Cm1VUUTpX9RvdWvNB0+63RKS0tFR3JgBbOa4wX/08v6/X7KfyCwAAYB39XQ0165Yo7rS9bovu7YYdUPmFPU2cOFF3CCIi48eP1x0CVMsrmXXypb9V3OmWl+4wKr8ATBGfG515fgEAAEYtn89nNNr2bVj150t0hVFdXa07E0hiVH5hTxY5MtbU1OgOAQAwZMbKnAAAAKOH3+8faC2uFY/aNQ9CsSNjsIZwOKw7BBHrpQXJhcov7Gnq1Km6QxARqaio0B0CAGDI5s6du2LFChGZO6aoOEP1xPFv76/vo/QMAADUOjR86pUWXTHs3btXdxo+Ir6MSkp6bs7YGYp793XV97bVisjMmTN1ZwJJjMov7GnPnj26QxAR2bt371lnnaU7CgDA0Bjzs4vIWZMmnjRujOLetza3UfkFAACKZWRktLW16Y3BIku1H23MlDM+f92LijvduvKeD5b8RPemI+lR+YU9TZo0SXcIIiIlJSW6QwAADNnOnTuNxu/e36A7FgAAABUmTZpUW1srIqdd8YAnLUtl12F/z9q/f08scyEP2AmVX9hTS4u251MO197erjsEqNbdtKvy5bsUd9q4a43u7QZspaenR3cIAAAAepSdtNCbVaSyR39vq1H5BWA6Kr+wJ6/XqzsEEZHU1FQRiUajItLQ23f6I08pDqArEDAavb29upNhc93d3Uajs377umdu1BVGfKAigJGYN2/eK6+8IiJT83Lz0lR/oWxpbvVbYzkRAAAAAEmNyi/sySLTAxkFaGM90EAksqGxWVcklZWVupNhc06nU3cIIiJuN0d1wAQul8to3P7Z08+fqnqtzjkP/X1nW4fuHAAAAABIetQIYE/19fW6QxARaWpqEhGn0xmJRPRGwnxJiZaZmWk0MvImjp3+b4p776zf1la7UUQqKlSXqABbik8ZdOlzL+mOBQAAAACGicov7GnatGm6QxARKS8vFxG32x2JREqyMl+9/CLFAayurVv08msiMn78eN3JGC0Kyj515lWPKu50y0t3GJVfAKbYvXu37hAAAABgFZ0NO9TP6de6933d2w07oPILe7LIRfvevXvPPPNMo+12OstyshUHsCPDErNeAEByOeGEE1avXi0iLofD4XAo7j0SjcZ0ZwAAAIxavW37Qn6lq90G+y06z1V8NZeelir163jHbdu2TXcmkMSo/MKexo4dqzsEEZGiIqUrogIATJGdPXCj7vELvsw8vwAAYDQ4cOCA0Xjh9k9rj8EiUlJSdIcgYpl1jJCkqPzCnrTPq2uIRqO6QwAADFkwGDQav3t/49Pbdynuvb6nT3cCAADAqNPZ2ak7BOnq6tIdwkcYa7aLSFbR5NK5FyjuvXXf+qZda0Rk8uTJujOBJEblF/bU2tqqOwQRkfb2dt0hAACGbOPGgYmz3z3QoDsWAAAAFcrKyowL2JT0PMWzXcViMWPCB8uuTJ47bubJl/5WcadbV95jVH6BkaDyC3uaOnWq7hBERMrKynSHANWC/Z1t+9Yr7rS/s173dgO2UlxcrDsEAAAApTIyMozGRb/c6c1SOm+hv7f1ieuLDo8BgFmo/MKedu1S/XDuoA5f4Q32FggEjEbjzjeW/+IkXWE0NDA+ETBB/JG6739qzoljxyju/b9Wv93Qy4QPAAAAAEaKyi/sacwY1Rfqg2KFt9Gjt7dXdwgiIs3NzbpDAGwl1+sdm6l6SQ2X2ucrAQAAANgVlV/Yk9Pp1B2CiIgxO1I4HBaRmq5u793364qkpaVFdzJsrqCgwGh4vFkZeSWKe/f3tvl7mkVk9uzZujMB2MHu3buNxu1vv6c7FgAAAAAYJiq/sKcDBw7oDkFEpLGxUUSi0ajuQA5VMZBo4447++xrnlPc6ZaX7lj/7M1y8GYDgBHq6OjQHQIAAAAAjBSVX9jTjBkzdIcgIlJRUSEiLpcrHA47RFzKRyLHYrFILCYiM2fO1J0MAEgaJ5544muvvSYiE7Iys1JSFPde3dkVjER05wAAAAAD2usq1z6ySHmnW4xGLBbTnQAkMSq/sKe9e/fqDkFEpK6uTg5WfiflZO9YdKXiAFZU11yw9AURyc3N1Z0MAEgabvfACdJvP3/m+VMrFPc+56G/72xj0DEADM3OnTvvvPPOyLDunEWj0WAwKCJutzv+FTBUn/nMZ7797W/rTgMwfMYshSLy4Wv3u1MzlHYd6DsiBovo7u42Gn3ttTvXLNYVRmVlpe5MIIlR+YU9ZWZm6g5BRCQ9XfW6QACAkQsEAkbjd+9vfHr7LsW91/f06U4AACSZYDCo/Zm/Rx99dNmyZf/4xz90JwMYpqqqKqOx6cVf6Iqhurpadxo+IjU1VXcIIgzkwshQ+YU95efn6w5BhAM0ACSnTZs2GY13DzTojgUA8K+98cYbukMQEVmxYoXuEIDhc7lcukOwylLtcfHKb864GVPP+A/FvTftXLO/8h8iUlpaqjsTSGJUfmFPO3fu1B2CiMiePXs++9nP6o4CADA0Y8eO1R0CAGAILPLAH2vtIqmVl5c3NDSISNlJC11ur8quI+FAzbolRgy60zC47KKKWef8VHGnDofTqPwCI0HlF/ZkLK2m3eTJk3WHANWa97y98rdfUNxpb2uN0bDaxFhAkpo0aZLR+P6n5pw4dozi3v9r9dsNvUz4AABDYJE51rxepcUywFzx8banXfGAN6tIZdf+3laj8mu1Mb+ADVD5hT35fD7dIYiI+P1+3SFAkebmZqPh72mp3/6qrjC2bNmiOxOArXymdIL6Fd7uevcDKr8AMCQWmYvTImEAABBH5Rf21NLSojsEEZG2tjbdIUCRgoIC3SGIiJSVlekOAbCDaDRqNB7fuvOD+ibFvbf0W+LmJQAkEYtMs2CFaVIBADgclV/Y07Rp03SHIEIZbjSJn+iPn/mFM775F8W973jjz5Ur7hbLrG0IJLv4Cm/P767SHQsAIGnwoDoAwGqo/MKe9u3bpzsEEZH6+no5OPVqTVe39+77dUVikUHQo4E7NSOzUPX8zinpubq3G7AVJmoEgORikZKrRcIAACCOyi/sKSUlRXcIh8KIPzWs0e7du3WHAABJY+bMmc8//7yILJgyuSIvV3Hvj1Z+2ME08QAwFBaZ7YHKL2BXQV9X2771ijvt7zyge7thB1R+YU9jx47VHYKISGFhoYi4XK5wOOwQcSk/F4zFYpFYTERmzpypOxkAkHy+Oes49Su8rayuofILAEMSi8V0hyBC5RdJLhgMGo1NL/7CnZKusutI0HdEDBZhPL8rIk2731r+i5N0hdHQ0KA7E0hiVH5hTzt27NAdgohIVVXVmWeeaVR+J+Vk71h0peIAVlTXXLD0BRHJzc3VnQwASD7Nfb69nV2KOw1F9D8pAtjJZZddtmTJEo2VQYfDEYlEdKfB5iyytBqVXyS1qqqB5Q0+fE3bLIXV1dW60/ARvb29ukMQEWlsbNQdApIYlV/YU0lJie4QRETGjRunOwQAwJDt37/faFz7z1W6YwEwUk899ZTeAGKxmNPptML0XzZmkTG/QFJLTU3VHYIlYjhcfASVy+P1ZhYq7j3k7wn6ukRkzpw5ujOBJEblF/ZkkS8Mj8ejOwSo5u9urt/+quJOe1qqdG83YCsHDjCrGgAzUZdMNIsMtrVIGMDwTJ482TgFmnvere7UDJVdhwN9m164TUTKysp0p2Fw4487+/PXvai4060r7/lgyU+EYwtGhsov7GnXrl26QxAR2bt3r+4QoIj/4KSczVVrV/72C7rCqK+v150JwA7mzp27atUqEclM8aQ4VT9B3BUIRCgSAfbCRfsowRuNpBZfKfG4z33fm1Wksmt/b6tR+bXIao2AnVD5hT1Nnz5ddwgiIhUVqtcFgi79/f26QxARaW1t1R0CYAder9doPLTgC+pXeJvz0N93tnXozgFgHw6HQ/uQW1ZcSDSLVIssMt0wAABxVH5hT4FAQHcIItZbmRSJk5+fbzQ83qyMPNXTTPt72/w9zSIya9Ys3ZkAAABHSklJ0R2CzTGNMgAAg6LyC3uKL86jF4/ej0Ljjjv77GueU9zplpfuWP/szWKZAS8AAFiHFcb8svZDollksK1FwgAAII7KL+xpxowZRsPpcLiU18IisVg0FhOR8vJy3ZkAAAxZV1eX0bj2n2/cuOptxb3XdffoTgBgK1a4Lep2c9k1KlD5BQBYDacgsKf29najET1YhNWip6dHDj591tLvu+L5lxUH0NA3MPlsfP0xAMC/tHnzZqPR3GeJKbwBjIT2Ab8iEgqFdIcAAABGIyq/sKd45Vevjo4OEQmHwyLSFwo9s3OPrkg2bdqkOxkAkDSYpR2wEytUfi2yBAUSzel06g4BGL74+c+mF3/hTklX2XUk6DsiBqtp2v3W8l+cpLhTf3eT0bBsWpAUqPzCnqZOnWo0UlzOVJfq/TwQDgejURGZNGmSWGN2ubFjx+oNAAAAQAu32619yG1RUZHuNEAFK0wtAgxbdXW10fjwtfu1x2ARbW1tRiPo62rbt15XGPHH0YBhoPILe2ppaTEawUg0GNF2f8wY8+vxeAKBwJiM9EfP+5LiAD5oaPqv1WtFpKysTFcSACDpMGgLsBPtN+Dl4NxfsD0qv0hqKSkpukOwRAyHy8vL0x2CiEhFRYXuEJDEqPzCnnp7e3WHICLS19cXb6e53WeWligOoD8c1p2DUaezftu6Z25U3GlL9btGwwoXt4ANeL1e3SEAMI0VinHcT0o0i2TYImEAwzN58uQDBw6IyNzzbnWnZqjsOhzo2/TCbUYMutPwEfEP9bgZZ83/1kOKe9/55l+3/OMOEcnPz9edCSQxKr+wp/gXRqrL5VW+mLI/HA5EIiJSUqK61AtdjPHdItLdtLvy5bt0hbF9+3bdmQAAwFpcLpf22R7S05XOmDkKWWRUtRVuMwDDFt+Bj/vc971ZSueo8fe2GpVfy36I3CnpmYWqq9Kp6RR8YQIqv7CnxsZGoxGIRIwirBatra26MwFF0tLSdIcgIpKdna07BMAOxo0bpzsEAKaxwjDM1NRU3SHYnBXeZRFxuVy6QwAA4COo/MKe/H6/7hBEWIJzNIk/G547/vgpp39Tce+NO9+oq3xZRCZOnKg7E4AdxEfxA7AB7QN+haPKqGGRAjQAAHFUfmFP8QXN0j2erBSP4t67A0FfOCwi48eP150JqJY9Zuqsc36quNNYNGJUfgGYgtF5gJ1kZWW1t7frjWHatGm602BzLHUAAMCgqPzCnlpaWoxGfyjUr2+gB+M7ACAZMSMnYCc9PT26Q5Bdu3bpDsHmLDI3KLM9AACshqdRYE9WOMUXkd7eXt0hAACGrLm5WXcIAEzj8ah+/Otoubm5ukOwOYtMs8DQYwCA1TDmF/ZUXl5uNPK8qcXKh2419vV3BQLCpKsAkJymTJny+uuv644CgDmsMAyTJwlGCSvsbMCwRQ4ujf7ha/e7UzNUdh0O9B0RAwCzUPmFPXV3dxuNDn+gwx/QFUZfX5+IRKNREWnq6z/3qWWKA2jzDax019/frysJAJB0du7cqTsEAKbx+Xy6Q5D9+/frDgEqWGToMTA8VVVVRmPTi7/QHoPVtFS/t/K3X1DcaW/bPqMRDod1JwBJjMov7OnAgQO6QxARaWxslIOHaV84/Po+bSf9mzdv1p0MAEga5eXlq1ev1h0FAHNkZ2cPrPCWqrwqFxMJRkXkuOOO050GqEDlFxghi8zZHRdfINTf21q//VVdYWzatEl3JpDEqPzCnmbMmGE0vG5Xulv15G59oVAgEhGRiooKEXE6ndofWmHeCWVaaz5Y9edLFHfa1bjDaGjf0wB7MO7bAbAHr9crIpLilKvLVPfdGJAnD4hIVlaW7jRABasVrYAhmTJlSlNTk4iUnbTQ5faq7DoSDtSsWyIHr6CtIycnR3cIIiKTJk3SHQKSGJVf2FMwGIy3Y6JtpYVQKCQibrc7EomUZGW+evlFigNYXVu36OXXRKSkpERXEkaJ1tZWo9HfccA4a9GisrJSdyYAO2CiRsBO2traRESCUbm3WlcM27Zt050Gm6PkCoxcfND6aVc84M0qUtm1v7fVuIay2sD5+DlhccWpn/r3OxX3vveDp3a88ScRKSpS+nbAZqj8wp727NljNPzhiD+sbRTk3r17422301mWk604gB0ZLCeiiEXuBo8fP153CIAdzJgx48UXX9QdBQBzxGLaBgHEMUVjohnragBAgqRmFIyd/m+KO22t+UD3dsMOqPzCnqZPn240nA6HU/kQgGgsFo3FRGTKlCm6MwFFPJ6BSUXGTJl/4oW3K+69+r3Hdq75q4gUFxfrzgRgBxs2bNAdAgDT5OfnNzY2isshJyq/TdsXlu29IjJr1izdabA5xvwCADAo+1d+o9FoNBo1a0nf+Bya4XDYCssEi0gsFtMeSTwtgUDAmN/AlO0a0u9Ho9FIJBJPRfy2f0VezuyiQsUJ2dDUsrezS0RCoZD2d8dg7LH79u275ZZbOjo6hvci8Tfa6XQO7/Q6Ozv7e9/73vz5843/PHxSjmNnYlZN3HX9fr/RSM0qVH83uLlqrdEIBoNmJcfEY0sgEBjS7xuf30AgYFYA8QOCz+fTe2UYH/MVDAb1jk6K9374kXOEhvohMmLw+/3mTq1gyq6bn59vYkjDNvINie9yZn07y9CHLkajUROPJ4nYdYctfq6iPZLDjy1mTfg+1GPUEWdiZm2RKV/6A++U0yGzVT99JS0Bo/JrSnLib4rf79f1dRaLxUy8DjJx142fiellyuHO2GNNPHIONTlGACaeVZq762ZkZOgdyO9wOPr6+kb4IvFNMLFYMdRrq/iZ2NEX0RqZkpD4sSUQCIzwkQuLHFsO/zbkIRIMlf0rv5FIJBqN9vf3m/uy4XBY+0pK8XMC07dueJGIqYfFoX7rGKeh8VTEJ1Pb3d65u71TV2Z27dp14oknWuQZw/7+/l/96lfPPPOM3kh27969evVqoz28SkQwGDRrnzdx17XIOYGJyTHxyDm85AQCAdPfaO3VmbhgMDi8Ox+mM/HrbHjXG/39/ebWL0zZdQsKCgZaqU5xKS+v+KMSjRnJMeslQ6GQWcXfoV5vRCIRE89V4h/nSCSi/fwnHpJFIpGh32n7BMOr/JqeilAoNPJL3IF73qGoPFRrbnjHbsuWLSNPTiK+zoZxmhoKhUz/RI9817XIV7y5hztdZ2LG+2LNM7HS0lLt11axWKyoqGjfvn2mvJqJR87hDbbw+/3xALSXOMTUaxAx42aDRa7yDv88mng7H6OE/Su/Ho/H7XYfuoQbmVAo1NXVJSJerzczM1PvprW1tcViMafTqX1oUk9Pj/E1k5OT43abs1MNdQiYy+VKTU2Nv9FlZWV6cxIPo6CgwApPn3m93oKCAit8SfT398ffpuFVvjIyMsz6RJu467a0tJicqWHJzMwceXKM1epcLldeXp4pUQ11EmRjYYfs7Gyz3ujOzk6jcJCfn6/389jf32+ctGVmZqampmqMJBwOd3Z2ikhqaqpZK85nZGQM6feND11+fr5Z36cm7ro7d+4caAV0Dn4Z+UcgEAj09PSISHp6elpamilReb1DW+zb4/E4nU6zPs7xXTclJcWsXXfYOjo6IpGIw+Ewa+uGra+vz6inZGVlpaSkmPKaQ/1adLvdKSkpZqXi8F03PX2kixZYYb2gtLS0kSenq6vLOJfLy8sza6OG+rXocDhM2RaDibuuRaozh1+PDJvpV3lDrbcae1dWVpZZb7SJu65FbpwHAoERJicajba3t4uIx+Mxa72QoX4tGsf53Nzc+LbE56/TyJTqTW9vr3FMyMnJGeFGGWcd2h1+lWfWGR1GD/tXfjE6xS/7zyotuXCG6sl2n9y+a21dvQz921eZ5y46b0aBOUW9YzfnoceCFriNDAD/0sSJE3WHAMA0+fn59fX14nHIV8eq7rs9KKvaROT444/XnQbADioqKg7dndVn6tSpukNIrMZda1LSlE6MHvR16d5owLao/MKe4lMvraqtW1VbpysMi4w+iDMGxInIlS+sdDlVj3w0yr7GEB4AsLLsbOWTgQJImIFhrW6nLJqkuu+dvUblF4lmhWfsxBoDzO1tqA8YJcjIn0Wwpr179xqNVX9aqCuGmpoa3WkA7IbKL+zJIl8Y+/fv1x3CR1RXVxuNbn3PSXV3d+tOAwD8C1u3btUdAgDTDNx19kXki+/qiqGhoUF3GmzOCitTiWUK0DZm1oQ2I6R3zq7EscK4JYvM2X203vbanWsWK+60pfo93dsNO6DyC3s67rjjjIbb6Uxxqb73HoxEw9GoiEyZcmiiCV84/Po+1YXgzc2th/9neXm5Ufx1DPxPKWMxBtuPpGvfv2ntI4vUd2o0tC95AdjD1KlT42tRAhieCy644MUXX9QYwNy5c9etWyemLpY4bLW12haXGyUouY4SFqn8WiQM05WXlxsPiWaPmeZ0Dm3dnRGKRiPdTbuMGHSn4SPi3yAddZXqr/Lidu3apTsTSGJUfmFP8Setzpw44SLl8/w+vm3n23X1cvAc1FhDrKmv/9ynlulKyBtvvCEihYWFxn+++63L5hQXKY4h5zcPBCIRy859PEID64aL9LbWqL8bHLdt2zbdmQDs4NBiIHke8Sp/dLclKGHu4iC5XXrppc8//7zeGNavX19QUNDW1padnW2spCSpyj/OMZFgVERmzJihNxtQgwJ0og11GXB7h2G6+FjmBTe+5c1SerXo72194voise94akAjKr+wpwMHDhiN1/ftVz/SNq6pqUl3JgYYBcH4Yrh3rv0gX/mSoMY4aGNhX/uxyBKrubm5ukMA7ODQTZQOex6ygER75plndIcgcvC+7MB3dJpLnv+06gh29sq1W0UkJ0fpWkmjkEVKrjx9lWgWOeW26zy/OFr8vU7PmzBu+lmKe+9s2N62b4OITJs2TXcmkMSo/MKeOOs6gvFEUnzmyud2VemKpKWlRXcyEsLr9RqN3PHHTzn9m4p7b9z5Rl3lyyJSUlKiOxOAHcyYMWPNmjUiGibGERHhGwzJLzU11QpzLBjVwIHTwmhMNihfO77OohNW2o9FKr+s8JZoFim5xs/8MXoUTJx75lWPKu5068p7jMovMBJUfmFP8frXjIK8eWOLFff+fn1TVUeniIwZM0Z3JgYYy+BmZmbqDuSwZ6htKnvM1Fnn/FRxp7FoxKj8AjDFoSNVLrM9AMMxa9as997Tvy6NMTxwYKqHQFRu/FBXJDt27NCdDJuzyLAPixSgbcwiUwFYJAwAOBZUfmFzmSkpE5SXOzM8bbq3+0jG7LrTpk3bsGGDiFz7qbljszIUx/Dz1WvDsVh8rmEAsKz4ExLM9gAMz/HHH2+Fyu/48eNFJBqN6g5E+vr6dIdgcxap/CLRLLK0mkXCAIBjQeUX9lRdXW001jU0rWvQNtluXV2diDgcDu0no0c8GPX1WTPUr/B225vvhiMRhkIAsL4pU6asXr1adxRAErPI4uxGGHl5eU1NTeIUma784SdfVGr6RWT27Nm6kwEVONEFAFgNlV/YkxWmNZCD9VbtZV+x7/qzAJAIeXl5A61P5cgY5U90rmmX3rDuHAAjYpFC5/z580XE7XaLiKS65PcnqI7g4Apvtp/tClBj4OOsG59oAEnEEsdNwHTFxQNz+84bU/SZUtVrXr1eU7u1pU1E8vPzxRpjfo2TJJ9vYJmRm994O1f57FShaFREAoGA3lQAwL9kTIwjIrJe+XpQgC2MHTt2oJXtlgnKl0JqCUprUERmzpwpIuFwWEQkFJWHalVH0j4wY0woxNQxiWWRpdUsEoaNWWSaBbvO8xsMBo3Gphd/4U5RupheJOg7IgYAZqHyC5tL83iK09NUd/rRe9Hay75x27ZtMxqv1ezXFUNbm+UmQQaAIxQVqZ4PB7CZj5z8qF+xMDrQo1HzHVjhLRyTp+p1JWTLli26ugbsxCJjfu36PGVVVZXR+PC1+3XFEJ+2EYBZLHHcBEy3b98+o7G2rn5tnbaz/IaGBrHGmF8jgIKCgj179uiNxK53yOP6Ow7UrFuiuNOOA1tH/iI4Rj/96U+XL18+vL+NRqPGQkNOp3N4w4KcTud111333e9+V3cabO7QFKXHZUq+8uFFG7ukP6I7B8CIxM/EpDss3dpmLzHuebvdbu1Dbi0yEZmNRSIcNkcFi8ykbJEwTOf1Kn9E4yi2v1oE1KPyq9P69evnz58/7NOUeDFx2F88Ho9n06ZNU6dO1Z0J81nkOSDrzACVkZEhIpMnTzYW2v6fM0+bmJWlOIZFL78aikYLCgp0JyMh4jNptNZ8sOrPl+gKY/9+baO5R4kLL7xw2bJlemO4+uqrS0pKvvKVr+hOhp0dGp33Ya/uWICkNGHCBN0hiIhUVFSISF5ens/nE49DrpyoOoKWgDzfJCLTp0/XnQyoYNeCII5g1ze6rKzMWKJ87nm3ulMzVHYdDvRteuE2IwbdaQDshsqvTieddJLeAEKh0LRp07QPR02EcePGGY0ZBXnzxhYr7v39+qaqjk4RKSws1J2JAX6///D/PKd80pxi1c8yX73iNd1pSKAjMqxLd3e37hBs7oUXXtAdgojIjTfeSOU3oWz5zQiodOjm978VyA8mq+7+7wfk2QY5ONJ2oEbjdsol41VHsrPXqPwi0Szy9D3z/CaaRQbWWGTSCdPFK9rHfe773iylV4v+3laj8mvXqjqgkT0PWEDc5Nycr0wpH/nrDElTb79R+TVYYbYH5qxMtLy8PKORmpGXPUb1uJ7+zgN97fvl4FI2SBy3222F50n5RCfanDlzXnrpJRGRCV7JVH6ytLdfglHdOQBG5NASPavbZLW2Kf4/ckM0GpMNytdsrPPp2vbRxiLVIosUoG3MIhm2SBhQqbNhx7pnblTcaeve942G9noCkhqVX9hTY2Oj0Xi5qublqhpdYbS2too1DtMtLS1y2GXYH9dvLk5XulqriISjURkFa1uPmfZvZ1/znOJOt7x0x/pnbxbLXPbYmNfrDQQCuqOQ4mLVjzKMNrW1tQOtA5YYzg8knfp6bassHG7v3r0SX+EtEJUbP9QVye7du3Unw+ascF9WRIzZ/AHYRvwOYk9LVeXLd+kKI75UOzAMVH5hT1YozcjBSqsVxvyOHz9eRLZuHVgH7JFKbVc+Rg0aSFIWmUM8LS1Ndwg2Z5GiFZC8Dk3U6HKIW/ldyUhMwjEROeGEE0QkHNa2xFxcV5fy4cajjEWevk9XPrRitLHIKAeLhAEFLDK++9CTNMDQWeILEjDdpEmTBho52dML8hT3vr2lra6nVw7WW7WXfeVgFcNY500vi5yXA8NjkZM/i0xyZ2Nz585dtWqViEi2W1KVT9rYHpKI/i8OwBzz8zXO82sctPPy8pqbm8UpUqL8tlkgKk0BEZk1a5bqrkcZi4z5tf3DbcBoY5EhZVYoKSB5UYKBzZ0/tfzuz31GcafXrFz10Oat8f90Op3aT0anTp0qItOnT9+4caOIXPupuWOzVFeBf756bTgWY35SJDWLDPHgDkqiHXpcN9MtGcrL/V1he1d+Ozs7V61aNbxhmJFIpL+/X0TcbvfwBr87HI6Kiop58+bpToPNWWqe34G7ZakueXCO6gh29sq1W0UkNTVVVxKgkvZzftuzyD14i4QBBbKzs3WHIMIiHxgZLh1hTz7fwHoa963bdN+6TbrCMO4QWmHCr3379h3+n1+fNWNOseovj9vefDcciVikcAYMj0VO9Kn8JtqmTZsGWvXM82u+CRMmGNVbje64444bb1S9TsuoYpEpU4x5fjEaWORpmMzMTN0h2JxF5tNg3q3Ro7e3V3cIIvEJ64Fh4dIR9lRdXa07BJGD9VYrzPNrhXkeABuwSMnVImHYWFlZ2erVq3VHYU9+v1972VdEfv3rX1P5TShLzfM7MAA5GJXblS+z1jMwtt3v5zZSYlnkiez4YlBIEIsMIrFIGFAgNzfXaLjdbvU3HoLBoPH1MXv2bN2ZQBLj0hH2NGPGDKPhdjpTXKqnaAxGouFoVESmTJmiOxMDjMpvvAC9bGfVuoYmxTFEYjGxxghoYNgsUnK1yEJzNmbM0i4ick6RTFZ+5+zJA9Jh25kiLXK1HH82CAl3VoH8VPnp0N/2yxMH5OCDGp2dnSIikZis0TbvRGVlpa6uRwmLzKeRk5OjOwSoYJHvMtM1NzcbjSd+WKw9BquZPHny5ZdfrrjTtWvXvvLKKyLidCpfdgI2YokrWGhk1y+t+BPZ3ztxtsZ5fo0DtPYBv3LwocutWwdmH77jnQ90RWLZ73KzdDftqnz5LsWdNu5ao3u7RwuLPExqkTBsbPv27QOtFS0iLbrDsRWL3P/jCmpU8Xg82tfdKigo0J0Gm9P+Fhus8EyDvVnk6tWuXyItLfrPeawQA2AzVH5hc6/v23/NylWKO3277iNz27lcruGtY2Mi42lHK9Sg7Sr+cF9n/fZ1z2h7gnjHjh26M2FzFhnzS+U30XguO3G4aB8lDpXhXm2VV1t1hWHMz5iXl9ff3y8pTvlhueoIGvzySJ2IlJcr73qUscixhYdyEo2jd0KVlJQY88m6U9JEFH+mYuGgz4hBdxoG19/fr35KSab3hSkscQU7allh+le72rNnj9HY2tK2tUXbk33GPL9WWOTXKAiecMIJxkC20yaMy0pVfWL66t7aaCxm12VJLbLwl0UedbQxi1xvWCQMG5s7d+7KlStFREq8kqX8ZKm6XwKWGBibCBapzvAhSrQDBw7oDkFEpKqq6tB/uBxydqHqCHb2GpVfJJpFji0WCcPGLJJhi5z5my4+XcnFd+3zZim9avP3tj5xfZFYb8qU+BziBw4cePTRR3WFUVtbqzsTSGJUfnWi7Js4eXl5ukMQOTgfvBVK/MZCw/EL3Xu/8G9zilVXYHN+80AgErHreVJ8Db2soorSuV9V3HtrzQdNu98SkcmTJ+vOhM1ZpFpkkcseG+vr6xtoRcVYJ0opW58daP9CNFjks2xjkyZNGmhpXeFt5syZujMBRSwyk4xFDnE2xikQFLPI6pFdXV26Q0ASo/KrkxUKgnYVn0ztjJLx505RXQt7ftee9+ub5OAdS7fbHQwGxemQHOWfuFBUeiMiMnXqVNVdj1Z5JbNOvvS3ijvd8tIdRuUXgCkOrcVUz7QPwHAcqs5oXeHNmBtnYOpVf0Su3Kg6ktDAqX5HR4fqrkcZi4wtYDqmRLPIfTuLhAEFsrOzjYbX6y0sVP3gSE9Pj1HzNSZvBIaHyi9s7lNji284+UTFnVZ3dBmVX8PAVHfRmMa12jduVH6pA9gRF5ajREVFxerVq3VHYU8WGa5lkc8y1Ojp6RERiYk0aBu6tXPnTt1psDkrzK4mlllozsYs8iWCUWjixImXX3654k7Xrl37yiuvCHs+RobK72hn+yPIusbme95br7jTLc0fWZDUCoO7jbkI4ssN3/zG27nKJ4QNRaPCuklIchZZucUiC83Z2JgxYwZaP58mZ+Sr7v7/bJb9Pt05sDmGa40qGRkZ2p+TZYW3RLPI7RxuzSaaRa5e+RIBkES4dIQ9GUuricjauvq1dfW6wmhoaBARj8cTCAQkwyXnFKuOoDEgb7eLyHHHHScixvJuIvJazX5dOWlr07bgHjByFrmw5HoDycsiF+1ItEMDMN9ok3c7VXcfHJjy1bjnnZmZ2dXVJWkuef7TqiPZ2SvXbhWR4mLlJ4GjjEW+oI1FPpA4FvkSsUgYAHAsqPyOdnb90rLIuDzjtv/AxY8/KmvbVUdwcHV4Y3a5wsLCPXv26M2J1+vVGwAwEhYpuVokjFGhPiC7+0b+MkMTtMQ6RQmi/SEYAx+iRNu//+A95nBMesO6wti9e7fuTEARizxVVltbqzsEm7PI0dsiYQDAsaDyq5MVJgGwq3HjxhmNGQV588aqHmTxfn1TVUeniBhzwA9UfiMxjbPLffjhhyJSVlb27rvvisifzzm7PDdbcQwLliwPRSLxxfeAZGSRaRYsMrLJxpYuXTrQ+us+3bHYDWc+o0RpaelAyyHiVD7OICYSjcnBZ54OUV+D7rfE5LOjgUXGFrAKU6JZ5EvEImFApYaGhiVLlijuNP68rEWmMkeSssQVLDSy65jfuC9OnnT35z6juNNrVq4yKr8Gl8sVDodFRLQkOyYiMm3atMN/Nm9s0ZziIsWBcGccNmCRkqtFwrCxqqoq3SHYlkVOPCwSho0dGhB3dqH8dIrq7v+2X544IAcfAuvu7hYR8UXk39fpSsiBAwd0dT1KBINB3SGIHBxsgcSxSMnVImFAgc7OTqPR29sbnztRvc2bN+vOBJIYlV+duOpQwB+JdPhVj7QNfPSO3EDld2yqPDJP9fa/3ym37JCDo4+hQGf9tnXP3Ki405bqd3Vv92hByTWhvvjFLxrrF2v0ox/96De/+U1qaqrPxxprCWGRq2WLhAE1rPBxpvKbaBZZWo1T7kTjCjqhjBkCReSF2z/tcCo96Y1FB66g45VWi8jMzNQdgojI+PHjdYeAJEbld7Sz63dnb2+v0Vi8sXLxxkpdYRhXGgOXl/6orFG+uNmefl3bPtrEz1G6m3ZXvnyXrjA03ogeJSxS+bXIpBOm0172FZF77733N7/5TXp6uhVKRf+/vfsOjKLM+wD+25reSEICSSiBhBKQHinSBUQOBIRTEFA5xQMs56l4wulxioeKBVFRsCu+qNRDBERKpEroXQIEQgqE9L7ZZHfePyaMkWy4ZDMzz5OZ7+evzWaz89v5bmaeeeaZZzSJk4YHJ2WAOgICAqoumPVQ/QIkoWrm7vbt27NeDRrHyT+1NOMcKISTJhAnZchOOkdVnMNstivezpNJWUdGRg4dOlTlpZ8+ffrQoUNEFB4eznpNQCOmzQ1WY8FJA0WTfr+vCFMZGRkkXX2WX0ELmN1mZOnSpW+99ZZ074vX9h1s4uWlcg2VTidxcy2e7Dw8PFiXQETk4+PDugSN4+SGHpyUoUlOp5O0e0QHwEC6jTZdV3uhF/5wY8aqGWC9TPTfXmpXcq6YnjhFRP7+at9fQW/Ky5ndTqO6Y8eOsS4BwH1hYWHSsF+GNbBeDa55eXm1atVK5YWK/QkADYQDG5ZwpaFypIEVnmaTt1nti79KKirECR+io6NZr4kqYmv49OnT4o/rkphNYZmdnc16ZSjC60ZPul9omxZdx6i89OzLBzPP7yGili1bsl4TGsfJGTtOhh5rkhgxJ+dyABqv3/sOzhbT2WJWZVy5coX1mgCVcLLdjoyMZF2CxnFyBM1JGbILDQ397bffiGjSO9c9/VS9K4ytOHvl30IJU6YAKAA9v3rHSS+Gcp9rRtfOTO7w9unxU8TT6hVHCAYGBrIupOpeKxoWFNk5/r63VV7oiU0LxZ5fUBq6XHVC81sqwMB5pVXd25Y1TsoANXUKDX576ACVF7o5+fI7iUcJc3EqT7w0hzlOygAAqAv0/LJkNBodf7wVmPr46ZoERYnXObZp0+bgwYNE9O8BfaL8/FSu4bHN2yqcTpzFhUaNk20mJ2VoGCd3CgLloOdXaaGhNwaLBVsp2lvtxaeV0dVyuunqK6dA50vcfks3XcGM4Wq7Wly6TPWbfFwqKBQf4GSD0ry9Vd+ecFwGAEBdoOdX7zTffXA+L3/NuQsqL/RSfgHrz32zmw5x74pu2aWpqtfvENHMLdtZrwaAhuKkQxCdVkrDGlYOJw0PTsrQhW7+NKet2gv9PJVW/n6PoKqpJ8qdNJvZXX8vXFC7OaqaI0eO7Nixw72/tdvtFRUVROTp6eneVTU+Pj7jx48PCwuT5vnNKStTv/EvwTy/SuNk6412gg7l5eXt3btX5YWmpDC71R5oCXp+WeJhv8VDDUq4evWq+GDzxcubL15mVQY/c9p6qX4/NwBN4mQaQU46oDVJ3C1qdefIA06ukEXEuiL2LbKVn5/PugRFLFy4cO7cuWxrmDVrVkFBASez9HB7cyrNKClRfeS+K8XFzKYvB5VJX7ns7Oxt27axKuPs2bOs1wQ0Yuj5BW2y2+2sS+CoDMKclQAyMZu52G9yUoaGoVtQOZysW8zZrStBQUHXr18nI1Gk6ifCy52UWU5EnTt3Zr0aFPHyyy+zLoGIaPHixbNmzRIfxzYJ+kefXioXsDs17fMTZ4goKiqK9crQuKCgINYlEBE1adKEdQmgEk7Gd2PYBzQEDh1Z4uHgh4calNCyZcuqBwH+7YLVbh+cycpJKyomnm7ygH4iAFlw0vjT6qabH1jDmoeI1ZNbQUdUnwXrWnn1n6oOmD1M9EkXtSs5V0xPnCJuLhmRHSej+KvvnUO8vSbHtVO5AFtlpdjzC0orLCxkXQJHZYAKpGtn/fz8WrdurfLSs7KyxKuZ27ZVfd4k0BB0BrHEw1EHDzUo6p6Y6DeG9Fd5obN/2vnp8VOsP/ofoOcXQBbo+dU8MWKsYc3DblFpRUVFVY+OFDDo+b3h2rVrrNeExnl5efFwiRvmWNAP8bbVzHFSBqgpPDx83LhxKi9037590jyWAG7j4ghWtwRBYF0CDm71AvP8AsiCk94iTjqgNQz37NY8Tv6XNYyTuTgLCri76a7GcNLC9PHxYV0CqISTKexw6T0ANCJo9bLEw6G75nt+d6Skzv5pp8oL3ZuWUf1Hg8HAvJdfbJ1II1/Gr9loVX2KQ7vDQdq9w4kUcdqJH795Uu2ZvxyVNvEBbjehNE7mBtX8pps5rGHN4+R/WcPCw8OrHvmbKUL1wXFZdsq2E1G7dmpf9a83nPR/cVIGqOC9995jXQIR0fvvvz958mTWVchPGsJ/bOMrZquqZ8Ed9rKbagAAuaDnV++0enB74cIF8cGprJxTWTmsykhNTWW9Jv4gMTFRfJBexKx/UKs9v5mZmeIDp6PCXprHqozffvuN9ZrQOE56izgpQ8O0unMECf6J1BMfSHNUn53w81Ramc76k+sCJ8PnsdHWD04G8nNShuwuXrwoPji7nVkPe3JyMuvVAKA1XOyqdQttFOUEBgayLoGIyM/Pj3UJVcQB5jzchYP58GeFSIObDAaDwaj2plVwOgTBSURxcXGs14TGcbLd5uGSESXwcIWECN2CmoeIdaW0tJSIyOagB4+qveyKqm1abm4u69WgCE72R9XH/KYXFb954LDKBRy6msl6HehF8+bNeRjoEBERwboERfAwf7FW74cJwBB6fkGbQkJCxAf9Ipvf3VbtW3D+N+lCYkYmcdMBTTdGZHh5edlsNraVcNJxppyorvcMnb1O5YWe2LTw8Nq5xM10exrGQ4OYcFmrknCHN51AxLpSdbs5gehqOasakpKSWK8GRXDS8ysIgnSFeEpB4T9/2ceqkpUrVz7zzDOs14eW+fv7sy6BiKfxPfJq3bp1WloaEXUd/ZLZQ9XpsyvLS4798LJYA+vV4Nrly5eXLFmi8kKlg/eysjLWKwAaMfT8ssTDUQcnzTXl9Ahv+kx8d5UXmpxXIPb88kMcRhccHJyXx2wiAhF6rKBR42G7TUQOh4N1CQCNG3ZGuuLj41N1aTaTTbhARBQdHc16NSiCk0MJo9F45coV1lUQEZ06dYp1CRrXrFkz1iUQETVv3px1CcrqMORxT79QNZdoK84We355k52dLT6oqKhgeCiNbQs0BHp+9Y6TXgxQmngbXB5mewBo1CoqKliXQMTNja01jJOZK0E5mO1Bab+foErIoV/z1V68varBIw6S8vX1LSgoIC8T/beX2pWcK6YnThFR06ZN1V60Kjg5lDAajT4+qo5PrA12H0oLDg5mXQIRUZMmat/PGVjh5CuHG5ZCQ+hxz2SxWCorK9nWsGrVqgkTJnDSVNK2gnL7pXy1J+Av4u+GpOJ3PiIigvmU+d7eqt4lFkBe//d//8e6BCKib7/9dsiQIayr0CYOd81Xrlz55Zdf3PvbyspK8TpBq9Xq9gmDnj17dujQQa6Pw+EaBiX8PgCzUqBiZg3vc+fOsV4TGsfJmUij0chJlyvm3VIaJ5PAcvLNBxVI7ZaYmJjJkyervPR9+/b9/PPPxM08J9BIcbGDVNP69euZd/sS0bRp0yZMmODl5VVcXMy2Ek5Oj8tOut3qlyfPfHnyDKsymOcrEa/Fk6Y/pi7+5KP6v//+XBI0+5UDneBknCDOoChHbN/zc4VEWlpa69atmdezb9++Pn36yPJWnNzEj5MyNKxly5ZVjwws5lgQquZYkPGkBbjESX8rPz2/aOgq7a233mJdAhHR22+/PW/ePNZVAADUCRc7SDUxv72VSLxe2M7ByNDycmZ3ulDUtWvXWJdARJSVlcW6hCriAISdO3dW/Xy8kFUlGRkZrFcGgPs46XLV6n1F+MHPGt6wYQPzbl8i+vjjj+Xq+eVkzC8nk5Nq2O9reGgIzWmr9uI/T6WV6cTN8EDJrFmzPvzwQ7Y1+Pr6Vt3yTg6c9LcajUacmtWJiIiI/Px81lXwMt0wAEBdcLGrVhMnO2OxkeTl5SUNTdX5CpFdbGys+MDXaglUvdGfZysvqaggnu5MWlJSQnyMQcYwK2jUPD09WZdApN1NNz+Y750lnGwzOSlDRrgiG5hg3u1LfLQGZcdPz29AQADrEjQuLi7u9OnTrKug2267jXUJAAB1pbueX04O2sU7SvMwALm0tJR1CYqQhhRNvy3ujSH9VV767J92fnr895tvGo3G3+9zwkhkZCTxMck1J6O9ANzDSW8Rb6PYtETcRvFzLyZO2i0ynmzgpBOZkzJAHVVxOwXalaP2sjP+0No3mUzM24Ty4qddx0nPLycbbQ3j5KIcTOsBAI2I7np+ObkiSWya+Pr6Mr9WBeelVcDD4aU4rYeHh4d4k2uG+DlCAHBDUFAQ6xKIiHx9fVmXoFniFjszM5N1IVXCw8NZl0Ak6yUsnOwFOPlfBnXk5uYSEZU7acF5VjWcPXuWiLp27Xr48GG2a0PeqU7E4SzMcdLtS7jxl/I46VvH1VcA0Ihw0Q2qJk6mdRNbJ82bN09LSyOiF/rGe5pVLaywvOKtA4eJKCoqivXK0D4een5zcnKIm9a5JklDeK4cXf/5I8z6NQoLmc3grBOc/BNxMvRYdgaDgfkGU2wntGrVateuXazXBxE347u1N+a3qisQVFDqpKuq31Wi+A9XOPEwWTbzU+8K4eRcjiAInFTCSRkaxsnJb4z5BYBGRHc9v5ycEBaHHqekpIg/LtyXyKqS5ORk1itDEdKB5ebky+lFak9ndiTzDzd2M5vN4j39GBLnouLh+6/VBnF2djbrEoiIzp9nNppJJ/bs2cO6BCKizZs3T506lXUVWpaamsq6hCqcTMok48SgnOwFoqOjWZegcb/PabYvl/Yx62fPy8sjoqCgoMzMTDIStVO9z6jMSZdL6UZLLCwsjNWqkMjbGuTkP5qfeX5xVklpnIyq5mQogOzEbSYR/bCgl8Go6v+U4HTcVANvrl+/vnHjRpUXKl2FxsmJc2ik0PPLhjikyG63sy6Ei7mGlXDo0CHxwfnc/PO5+azKOHny5IABA5hPrStWQnyMeefkCEF20rGcwWAwGNXetApOhyA4iahTp06s1wSogZNxoJokbqOaN2/OupAqnMw43KJFC9YlyIyfCT20ipOxBcePHydptjcPE72r+l7yXDE9cUqq4feJUx5rSTGqjxl8OYkKK+W9aoSTa1CMRuNvv/3GugoioqNHj7IuAdSg1SOa9PR08UFxTgqrGjIyMlivhj+Q7vpbUFDAcLqeEydOsF4T0IjprueXh54vutH4a9WqlXhGq0d4U5O6hVU4HEczs4goJiaG9cpQBCenCsX9BA/XLwcGBhIft0Tg5OyLcqK63jN09jqVF3pi08LDa+cSOgSV17JlSx7Gd2t1080D8ViOk50IEV2+fJl1CUQ3pijVEk4ahKA03m6n9ns954opX/ULwioEknvuC04GYJrNZh5auaTdoaD84ORQgpO7B8kuPDy8qgnEpGtbEIiPayOq4+T8VpMmTViXAI2YNjdY/BMPLKUJv7LLbEZ1t62OG20+Ti4jlR0nM0CJZZhMJuYTzInDtZhPOkG4UAUauZCQENYlEBEFBwezLkERPIyg4a1DsFWrVqxLICJq37496xJk1qFDB9YlaBwntz/y9/dnXcIfHDt2rOpRQg6rGuRt/HPSDWc0GjnpiePkGETDODnZoNUufqmhO+ntTE+/UDUXbSvOXvm3UOKmsS2RvnIhISFdu3ZVeekpKSnibH64PxM0BBc7SDXxcFRJNxpJ0oUMKQXMbsp05coV1itDEVwduvMw24N4pMFDU4mT/0EA93ByR2mtHm/wsH0Q+w74OeqQcYLdhpBxqDsn5/+OHDnCuoQ/OH/+fNeuXdmej2/Tpk1SUpJcLShOguYND2PH5N3ScrI/4qfnF1dfKY2ToDk55wFqCgoK6tevn8oLNRgMuI8LNBwX2001cdUhGBoaWljIrM9XFB4ezno1KIKHLk6pDB5me2jWrBnxcW9rgEaNn0Nc1iUogoeeXxE/p0UTE5ndA7a6HTt2PPHEE7K8FScp8zZw/vHHH2d+GdbFixcTExN79+4ty7txEjQnZUg6duy4c+dOIqL+wdRU9cbqj9fJ5pB3ODY/+yNOsuaknaBhnHS5clIGAEBd6K7nlxPSkKKLFy8S0c+Txvuo20rILisbs2oDcXPrGNnxMKRCKsNsNtvtdounX/Ttk1UuoCQ3Ne3kJrox2wMPrXNO2uUA7uFkpAknJ7c0STyWa9++fUJCAutaiLjJWolvvofJ1CJA7Xk5i+wV14pLiCg6OlrlRd9aSgqze+lUl5uby7oEmTE/9V6rbv7UTvVpAbZlk80hb0uMh7YliffX5aOFyckK0TBOguakDACAuuDiCFZNnOyMxSOotLQ08cdhK9eyqoSTW8fIjpM5tsRRFeLsuhW2onO/LGNViXgzUO21UQRBuO+++8Q7d7vB6XSKx4RGo9G9lWM2m//9739PmDCB9ZoAlXDS86tVPGyjxBrOnTvHupAqnEwwIuMgQaknrtzhOJ+bz+oTHT16lNWiXeKk3cLJ901G4rmcqvscVDhpcbLaFeRXTfllt9uJ6NKlS1XPL7nk7js2lHSjEVnw07fOwx6EuDnY1DBOBtuiQQgAjYjuNlic7IzFPVZJSQnrQniZQFB2NpuNdQkclSHh4Q7X8h4htG/fPikpie0nmjhxYnl5OdsaQDWcNPQ5KUPDIiIiWJdQhYemAhEVFBTI9Vac9M5wcv8xCSddrtrbtojft6pb1VcKtOk6q0pOnjxJRNevMytAIm9rkJPvDCeHeITZHpTHSdaclAEAUBdc7Kp1SNxVtGzZMj8/n4ia+/oY1T0QcgjC1eISImrTpg3rlaEITubvCwoKIiKLxWK32y0evi26jVW5gNL89Ku/7SSiLl26EB+TYMh7op6TCe/PnDnDyUE7KI2TQ1xOBrxokthPxM8oNhm7XBtCbK7Iy9diiW+u9s0GMktLT2flEFH79u1VXvT/KCwzk3UJRLLO9iDeYIC5Vq1aEZHZbK4a9suOn58fEXXp0uXQoUNERAEWsqp+FiSngpyCvC0Wfjo6OdlBi3d4e+2111566SW3b7Ah7YPcPlVmNBpffvnlf/zjH6zXh/w4aQKh5xcAGhEudpBq4mpXITVQpnfp5GlWtbCicvvrvx4inppr8vLx8WFdAtGNnlax2eeosF2/uE/lAirtVbeLEfsOmB/2EE/9KTLCfZz1Aw19ncjIyGBdQhXxDCJzYWFhsr9ncUXFjpRUVp9o9+7drBbtEienD2Us4+rVq6w/DdGNuzUGBQWVlZWRxUAPRqldQVY5/TeTiGJjY6n6Gp7blroFqF3MpCOUY5e3h5STUfxOp5OTHbTYJpw7dy7bFq/D4Zg7d64me34DAwNZl8BRGQAAdaG7nl9OiE0TaaqvBXsPsKqEkyGTWv1cYsTiVXVOZ2VRluqzy91w+vRp4qZ1LiODwcBDV3L1FZubemzfV4+pXEBu6jHxAQ9rA0ADunbtunPnTiIyGE0Gg9q9CU5nJd34X+ZkUgIZy+Bh3iEiOnCAWdPLpcjIyFOnTrGugpo0aSLXW0VFqd7H6orY31q1mzYb6c/N1a7gXLHY86tVnIyqsVqtnDSBtDqqhh/yTlTd2MsANeXl5e3du1flhXJyA1ho7HTX88tJz5fYJuChqSTWsH379mHDhrFtMIWEhGRlZcn1bu3atat6ZCAyqh66UyCB6MZkGkajkfmBrlgJD0OK5B2Rwcl/tNlslmbuK86+fG7XclaViF38oBxOvnKgNGnMr+B0CMRyA85DU4Fk3XRz8k/EyYqVHDt2jHUJRESXLl2Kj4+X5a04uZNE1Qy/HMqtoKuq3yTAIX9T32q1qv0pXDGZTJz0/IqbOJPJVFlZybYSTqa/0Orn4qQM5RTnpFTYitRcor2U0821dMeF7Ozsbdu2sSrj7NmzrNcENGIa32DVxMnxhlhGq1atxL7OaZ06WNQ9AimtrFh5+hwRtW3blohGjx7NvLWUnZ2dlpYWGRkpy7v9fr491pe6+qv9YQ7mU3Ip3TiwNJvNDofDJyhy5JxfVC7k2rmEPV/8hW5cqFtYWKj2qqiBeTtYCYIgcDIuD5ee6QQn17TKjod9tFiDjGciG4iTrLU3is3X15d1CX/AyS1hZeyu5eQTcXKPRIl0wR+9foFVDfKOVeTkJrdlZWUBAarPnuGKuBPx8vIqKlK116wmHgZ8KIGHpgJxs3eWXXp6uvjghwW9mNfACU6y1l5LDNSku55fTogdgtJGZNHQAQEeqp4wv1pcIvb8ijUw7/atvlpkkZCQUPXoXDGdYzbqJDExccCAAeLsuiV5aatfYHY/vcuXLxNRTEwM83kw5G2Xc9L4MxgMUvM6sHlc277TVC7g2rmEtJObiUg8dzJr1qxly5Yx/L82mUzLli2bPn06qwI0j5ONtiaJu8Vu3brt2LGDiDx8g80Wte+NWVZ4zemoOknGyagiGcvg5AiKk04iSXBwsBK30auvpk2byvVWSswN7YaYmBjWJfyBdIUQQ/JeiCbjDCEN4e/vz8meUWyaRkdHHz9+nIi8zGaV26qCQGWVlaTd+3hz0v/FSRmy42FPxMm9bSXSPdL9/Pxat26t8tKzsrLEefPFEXsA7uHicEJNnBxviGVIN1B+79Ax9e/wJj4Qa+BkGKaM4zIOHjzI+tMQER0+fJj46KO5du0a8TH9MW/7cllU74D2D4vpfNcclQsQnA6x51f04Ycfsl0hlZWVjzzyiCZ7fjk52aBVnp6ezIePiXdUk4IOadnDN7iVyjVcOvS9vTRfWidsV4hIxssa3L7ZvbykNhgn/Pz8WJdAJOv3jYcuTuKj5VNdly5dDh06REQUYCGr6juUnApyCvJuVTiZ1qO0tFTqnWFL3H1I/9EXZj4UrG5h2aVlke9/QtxsVWTHyUB+TsqQXatWrcT9o9U7SOVGryAI4oQPLVu2ZL0aXAsPDx83bpzKC923bx8nd0yFRk13Pb+cEE8SSo1Rhnd4E+eV46FrkmSdKaxFixasP83vZZjN5oqKCoPR7B0QrnIBjgqbrTibiLp27UpE/v6qT3xRg7xnyDk5l4PewJo42apA48LDmaFz584R0ZEjR8Qf009vZVsPJ5sXToYey4iTc94STqYMkrEl5uHhwfrTEHGzYiW/97rObUvdVB94PukI5djl/XeWcZx4Q/j6+nK1tZSmepizY4+nuttP242NG/PpJhTCSbcgJwebsvPx8REf3PvqOU+/UDUXbSvOXvm30Oo1AIBctNaO/584aRNwUoaEh1uQkaxXn3Ey26nY0yrG7eEd2GX0iyoXkJd+6uz29+jGkQYPV+TJOyKDk55fTsrQtpUrV7p9/zqbzSb2RLv99WvWrNmsWbMMBgMnW29OytAkcU8UGqrq0c4tcHL3JBnL4GSDyVuHICfDFWXsE5Tm07B4+qncfUBE5SW54sD5iIgIlRetN5wMRisqKuKkt0j8Jzpx4oT44zenf2NViTjdhPZcuXKFdQlERKmpqaxLAACoK657fgsKClauXJmYmJifnx8cHNynT5/777+/gS11To6WeRs74+/vn5OTw7oKOa8xFC/XZU68zEqc59dWnL3vq8dYVXLy5EkiunjxIutVIvOYPk5uzs5JGRrm4eFht9vZ1vD4448LgsBJpxUn+zJNEiOOjo4Wf+x451MhrXqqXMOh1c+X5meIjzmZG0HGUfycXBDAW0uMk55oGa/LkWZ7qLAVqXyD+OouXLhA0v2CbA4af0jtChxVX/ivv/76yy+/ZLUelBMXF8e6BCKiwMBATrYt4g6ah2J4qEEJnGwtOTldBwBQF3y1eqvLycl57rnnsrOzicjT0zMzM3P9+vWHDh164403GnI7Zk4O2sWxMwaDgfkuWWydBAYG8tDzK2P3GSdtAk5GH9CNy1pbt26dnJzMthJ5Z5xA/xe35I2GebevhJNefk72ZbLjYbd4U4dgeOzAlt3VntPt+MZXifjq+ZURJ9tt3np+OalHxnQ4Ga7+h94ZgaiY2Swf4sZt48aNVT+/foE8VN+S51UQUWFhoYxv+d5776n9KVw5ffp09+7dWVdBpN0bf/EjJCREfNAkqmuz9oNVXvrV33bkph6vXgYAAP+4aGW6tHz58uzs7Ojo6GeeeSYyMjI5OXnhwoVpaWlfffXVrFmzWFfXUGJrmPnxrVQDJzeQkbFLhZNWl1iGxWKx2+1mq3d47ECVC7AVZWWnHKIb8/zabDbWq0TmqRU56f/ipCOjej3MNy+c9GJo9XNx0gGtSeI2Srr91+5Pp+35Qu0dSoXt934ZTrrPZPzKcdKXzcmKlWjvn1qad8snKCq4ldpdcgUZZwsyk4in2R7EpkJKSkrVz7kVrCuSByezPVy4cIGTnl/e2oRycTqdrVq1ashQIbFp6vb6MZlMK1asGDNmjPRMWMwd8fe9rfJ6+PWbx8WeXwCARoSLI9iaCgoKEhMTrVbrCy+8EBYWRkRt2rSZO3fu3/72t127dj3yyCNut9c56SfiDSfHGzL2VXFyRFe9A9posgRF3aZyAUVZyWLPr3ikfe3aNdarhEpLS2V8N07+o3lr5ZtMJuY3L5JmeNQYTrIWy5g8efKqVasY9vL7+PikpqbKOJCf+RkLurG1PHv2rPhjRTnj29ZzcpssGc8Qc/JPxNuFupzMUiXjJVPS7r4kL7Ukj9mEmDxc0yYS/4l4ODUrr5iYmKNHj7Kugjp27Ig2oaLMZjPzr+4999wjCEJ5ebn449kd75/d8T6rYqQyAAD4x2nP7+7dux0OR7du3cRuX1F0dHR0dHRycvKhQ4f69u3LusYGSUpKYl3CH3ByYCkj5k2T6mWI8/zaywpObn6dVSXHjh0jog4dOohT/Vq9AgxGtbv7y0vyiAR57zLHSRc/b5h3+xKROFeP9nDSW+Th4VFZWbly5Uq2ZRQWFgYHB4ubOM0QD9o7dOiwa9cu8QlS/yi+2i6spKSE9SohIiorK5PrrTjpFmnevDnrEv5gzZo1rEsgItq3b59c07ZKA+fZEs9589DfKu4+2rVr99tvzG75JZL3f5D5ihVZLBZOen55m9NPLsw/joT5zHWiS5cusS4BAKCuOO35Fe9G1a1bt5ue7969e3Jy8vHjx93u+d27dy/rD0dExLzNJxHbBJx0n8nYQOFkgl1x7AwPjT/xeGPHjh3ij/YyOW+zVi+ZmZkyvhsnX10PD4+iIma3r+ETJ507snM4HKxLICKy2Wzy3izRbZysEBmJX13pHNWQWWvUn+d37T87FFyraie0bNmS9SohImrXrh3rEmQm7wUoDcfJOXgZhx5HRkaKD8xWbw8fOU/61oW9rFCcNaVjx44qL7o2YsTnz59nXYjMXXiXL19m/YGIiJKSkjjZTIm7RaPRyHz/yElXuOxiYmLEBwaDUf2BLILTIQhOqYxhw4Zt376d4YGe0Wjcv39/fHw8qwIAoFHgtOc3Ly+PXA3HaNasGRHl5+e7/c5t27Zl/eGIbswUyUOHoNgmkPemWw1cLbJoyJdERmLXjMViKS8vt3gFxN4xXeUCirMvpxxdRzeOfHg40JX3O191t27W0tPTOTloF5nNZubDfjm5cll2/JxsYH5IqQR+dov8eP11ZheLVPf888/ff//9rKuQkzQLLSf69u3Lw7BfJc40tOxx74C/fKXyBzm8bt6JH/9DN87l8NANJ84AxrwM2fn5+fHQ6pb3krKGEL9yPATNQw1KkA4Y2w+e1Xuy2jcY/PWbx8/u/IBuTJa4bds2tmvD6XT27t2bkwn0AYBbnPb8iv1lNYdt+vr6Sr+tKSMjo+YRY2VlpSAI0p6P+dZZZLPZHA4HD4e4BoPB4XCIXe3MVVRUNKSNUj3opk2bsv40RETBwcFSSVZPvw5DHle5gGvnEsSeX3HlWK1Wu93Odp2IXznxsXtxO51O3tqylZWVUjO0srykKEvty9DspXnVVw4P420tFosUk3vtUQ6DdjgcnFxPYLFYOLkzJ1X7R65v0OIe0OFwcBW02EMk7Z3LCjPV/492Oqom0HA4HJzcsNRsNksxudd0kf6c+XkpUWFhoViSj48Pw5JMJpN4UpaTbUv1HtL6Bi0IQvWWmLRBqLAVMdgtlvxht6jy0l0Sd4s9evQ4fPgw20qqt8TcUz1oTk6ImkwmTm5bEhYWxslXj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width="960" /></p>
<p>An example exploratory bar plot using the <code>plot_bar</code> function. In this case we have faceted the data (abundance values) according to the genera of each OTU. The subset of OTUs that have not been assigned to a specific genus are in the <code>NA</code> panel. Within each facet, the data is further separated by sequencing technology, and each OTU is shaded according to the enterotype of the sample it form which it came. Abundance values from different samples and OTUs but having the same variables mapped to the horizontal (<code>x</code>) axis are sorted and stacked, with thin horizontal lines designating the boundaries.</p>
<p>Figure summarizes quantitatively the increased abundances of Bacteroides and Prevotella in the Enterotypes 1 and 2, respectively. Interestingly, a large relative abundance of Blautia was observed for Enterotype 3, but only from 454-pyrosequencing data sets, not the Illumina or Sanger datasets. This suggests the increased Blautia might actually be an artifact. Similarly, Prevotella appears to be one of the most abundant genera in the Illumina-sequenced samples among Enterotype 3, but this is not reproduced in the 454-pyrosequencing or Sanger sequencing data.</p>
</div>
</div>
<div id="exploratory-analysis-and-graphics" class="section level1">
<h1><span class="header-section-number">6</span> Exploratory analysis and graphics</h1>
<div id="exploratory-heat-map" class="section level2">
<h2><span class="header-section-number">6.1</span> Exploratory Heat Map</h2>
<p>For further details, see the <a href="http://joey711.github.io/phyloseq/plot_heatmap-examples.html">plot_heatmap tutorial</a></p>
<p>As the number of taxa in a dataset gets very large, the ability to effectively display all of the elements of the data becomes compromised, and a heatmap representation is no exception. It can also be time-consuming to render. To address both these issues, we show an example in which we have subsetted the Global Patterns dataset to a manageable portion, in this case, the Crenarchaeota phylum.</p>
<pre class="r"><code>data("GlobalPatterns")
gpac <- subset_taxa(GlobalPatterns, Phylum=="Crenarchaeota")
(p <- plot_heatmap(gpac, "NMDS", "bray", "SampleType", "Family"))</code></pre>
<p><img 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" width="864" /></p>
<p>What if you wanted to change the axis labels?</p>
<pre class="r"><code>p$scales$scales[[1]]$name <- "My X-Axis"
p$scales$scales[[2]]$name <- "My Y-Axis"
print(p)</code></pre>
<p><img 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" width="864" /></p>
<p>Note that it is possible to order the sample/species indices by any of the ordination methods supported in the <code>ordinate</code> function; and also that the color scheme can be modified with additional arguments.</p>
<p>Heat map representation of the Crenarchaeota phylum abundance pattern across different sample types in the Global Patterns dataset.</p>
</div>
<div id="microbiome-network-representation" class="section level2">
<h2><span class="header-section-number">6.2</span> Microbiome Network Representation</h2>
<p>For further details, see the <a href="http://joey711.github.io/phyloseq/plot_network-examples.html">plot_network tutorial</a></p>
<p>Continuing with the <code>enterotype</code> dataset, here are some examples for creating a custom network representation of the relationship between microbiome samples in an experiment. This relies heavily on the igraph and ggplot2 packages to create a network display of the “connectedness” of samples according to some user-provided ecological similarity. By default, points represent microbiom samples, and are determined using an algorithm that optimizes the clarity of the display of network “edges”, but the spatial position of points does not imply any continuous similarity information like would be the case in an ordination.</p>
<p>In this example, the default dissimilarity index was used (Jaccard, co-occurrence), with a maximum distance of <code>0.3</code> required to create an edge. Any function that can operate on phyloseq-objects and return a sample-wise distance can be provided as the <code>dist.fun</code> argument, or a character string of the name of the distance function already supported in phyloseq. Other distances may result in very different clustering, and this is a choice that should be understood and not taken too lightly, although there is little harm in trying many different distances.</p>
<p>Interestingly, at this level of analysis and parameter-settings the two major sub-graphs appear to be best explained by the sequencing technology and not the subject enterotype, suggesting that the choice of sequencing technology has a major effect on the microbial community one can observe. This seems to differ somewhat with the inferences described in the “enterotype” article (<a href="http://www.nature.com/nature/journal/v473/n7346/full/nature09944.html">Arumugam 2011</a>). However, there could be some confounding or hidden variables that might also explain this phenomenon, and the well-known differences in the sequence totals between the technologies may also be an important factor. Furthermore, since this is clearly an experimental artifact (and they were including data from multiple studies that were not orginally planned for this purpose), it may be that the enterotype observation can also be shown in a network analysis of this data after removing the effect of sequencing technology and related sequencing effort. Such an effort would be interesting to show here, but is not yet included.</p>
<pre class="r"><code>data(enterotype)
plot_net(enterotype, maxdist=0.4, color="SeqTech", shape="Enterotype")</code></pre>
<p><img src="data:image/png;base64,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width="1056" /></p>
<p>Network representation of the relationship between microbiome samples in the “Enterotype” dataset (<a href="http://www.nature.com/nature/journal/v473/n7346/full/nature09944.html">Arumugam 2011</a>).</p>
</div>
<div id="ordination-methods" class="section level2">
<h2><span class="header-section-number">6.3</span> Ordination Methods</h2>
<p>For further details, see the <a href="http://joey711.github.io/phyloseq/plot_ordination-examples.html">plot_ordination tutorial</a></p>
<p>Ordination methods can be a useful tool for exploring complex phylogenetic sequencing data, particularly when the hypothesized structure of the data is poorly defined (or there isn’t a hypothesis). The phyloseq package provides some useful tools for performing ordinations and plotting their results, via the <code>ordinate() and</code>plot_ordination() functions, respectively. Although there are many options and methods supported, a first-step will probably look something like the following:</p>
<pre class="r"><code>my.physeq <- import("Biom", BIOMfilename="myBiomFile.biom")
my.ord <- ordinate(my.physeq)
plot_ordination(my.physeq, my.ord, color="myFavoriteVarible")</code></pre>
<p>It is probably a good idea to read the documentation for these two functions, as they also provide links to related functions and additional examples you can try immediately on your own machine.</p>
<pre class="r"><code>help(import)
help(ordinate)
help(distance)
help(plot_ordination)</code></pre>
<div id="principal-coordinates-analysis-pcoa" class="section level3">
<h3><span class="header-section-number">6.3.1</span> Principal Coordinates Analysis (PCoA)</h3>
<p>We take as our first example, a reproduction of Figure 5 from the “Global Patterns” article(<a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Caporaso 2011</a>). The authors show a 3-dimensional representation of the first three axes of a Principal Coordinates Analysis (PCoA; This is also sometimes referred to as “Multi-Dimensional Scaling”, or “MDS”) performed on the unweighted-UniFrac distance using all of the available sequences (their approach included both 5’ and 3’ sequences). According to the authors, “the first axis [appears to be associated with a] host associated/free living [classification],” and similarly the third axis with “saline/nonsaline environment[s].”</p>
<p>The following reproduces the unweighted UniFrac distance calculation on the full dataset. Note that this calculation can take a long time because of the large number of OTUs. Parallelization is recommended for large datasets, typically if they are as large as <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Global Patterns</a>, or larger. For details on parallelization, see the details section and examples in the <code>UniFrac()</code> documentation, and also the page dedicated to the topic on <a href="http://joey711.github.io/phyloseq-demo/">the phyloseq-demos site</a>:</p>
<p><a href="http://joey711.github.io/phyloseq-demo/unifrac.html" class="uri">http://joey711.github.io/phyloseq-demo/unifrac.html</a></p>
<pre class="r"><code>data(GlobalPatterns)</code></pre>
<pre class="r"><code>GPUF <- UniFrac(GlobalPatterns)</code></pre>
<p>Load the pre-computed distance matrix, <code>GPUF</code></p>
<pre class="r"><code>load(system.file("doc", "Unweighted_UniFrac.RData", package="phyloseq"))</code></pre>
<p>Calculate the PCoA on this distance matrix, <code>GPUF</code>.</p>
<pre class="r"><code>GloPa.pcoa = ordinate(GlobalPatterns, method="PCoA", distance=GPUF)</code></pre>
<p>Before we look at the results, let’s first investigate how much of the total distance structure we will capture in the first few axes. We can do this graphically with a “scree plot”, an ordered barplot of the relative fraction of the total eigenvalues associated with each axis.</p>
<pre class="r"><code>plot_scree(GloPa.pcoa, "Scree plot for Global Patterns, UniFrac/PCoA")</code></pre>
<p><img src="data:image/png;base64,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" width="576" /></p>
<p>Scree plot of the PCoA used to create Figure 5 from the “Global Patterns” article(<a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Caporaso 2011</a>). The first three axes represent 43% of the total variation in the distances. Interestingly, the fourth axis represents another 9%, and so may warrant exploration as well. A scree plot is an important tool for any ordination method, as the relative importance of axes can vary widely from one dataset to another.</p>
<p>Next, we will reproduce Figure 5 from the “Global Patterns” article(<a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Caporaso 2011</a>), but separating the three axes into 2 plots using <code>plot_ordination()</code>.</p>
<pre class="r"><code>(p12 <- plot_ordination(GlobalPatterns, GloPa.pcoa, "samples", color="SampleType") +
geom_point(size=5) + geom_path() + scale_colour_hue(guide = FALSE) )</code></pre>
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width="864" /></p>
<pre class="r"><code>(p13 <- plot_ordination(GlobalPatterns, GloPa.pcoa, "samples", axes=c(1, 3),
color="SampleType") + geom_line() + geom_point(size=5) )</code></pre>
<p><img 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" width="864" /> A reproduction in phyloseq / R of the main panel of Figure 5 from the “Global Patterns” article(<a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Caporaso 2011</a>), on two plots. The horizontal axis represents the first axis in the PCoA ordination, while the top and bottom vertical axes represent the second and third axes, respectively. Different points represent different samples within the dataset, and are shaded according to the environment category to which they belong. The color scheme is the default used by ggplot.</p>
</div>
<div id="non-metric-multi-dimensional-scaling-nmds" class="section level3">
<h3><span class="header-section-number">6.3.2</span> non-metric Multi-Dimensional Scaling (NMDS)</h3>
<p>We repeat the previous example, but instead using non-metric multidimensional scaling (NMDS) limited to just two dimensions. This approach limits the amount of residual distance “not shown” in the first two (or three) axes, but forefeits some mathematical properties and does not always converge within the specified number of axes.</p>
<pre class="r"><code># (Re)load UniFrac distance matrix and GlobalPatterns data
data(GlobalPatterns)
load(system.file("doc", "Unweighted_UniFrac.RData", package="phyloseq"))
# perform NMDS, set to 2 axes
GP.NMDS <- ordinate(GlobalPatterns, "NMDS", GPUF)</code></pre>
<pre><code>## Run 0 stress 0.1432774
## Run 1 stress 0.1432774
## ... New best solution
## ... Procrustes: rmse 2.408039e-05 max resid 8.77801e-05
## ... Similar to previous best
## Run 2 stress 0.167021
## Run 3 stress 0.1432774
## ... New best solution
## ... Procrustes: rmse 8.939729e-06 max resid 3.13481e-05
## ... Similar to previous best
## Run 4 stress 0.1432625
## ... New best solution
## ... Procrustes: rmse 0.003457622 max resid 0.01250109
## Run 5 stress 0.2380867
## Run 6 stress 0.2418642
## Run 7 stress 0.1809282
## Run 8 stress 0.2345947
## Run 9 stress 0.1432776
## ... Procrustes: rmse 0.003381842 max resid 0.01227859
## Run 10 stress 0.1432625
## ... New best solution
## ... Procrustes: rmse 2.834687e-05 max resid 9.201282e-05
## ... Similar to previous best
## Run 11 stress 0.1432625
## ... Procrustes: rmse 4.363646e-06 max resid 8.121218e-06
## ... Similar to previous best
## Run 12 stress 0.1856305
## Run 13 stress 0.1432774
## ... Procrustes: rmse 0.003502555 max resid 0.01266025
## Run 14 stress 0.167021
## Run 15 stress 0.1432774
## ... Procrustes: rmse 0.003465947 max resid 0.01253543
## Run 16 stress 0.1432774
## ... Procrustes: rmse 0.003491653 max resid 0.0126232
## Run 17 stress 0.1856306
## Run 18 stress 0.1432774
## ... Procrustes: rmse 0.003450378 max resid 0.01248632
## Run 19 stress 0.167021
## Run 20 stress 0.1432774
## ... Procrustes: rmse 0.003503586 max resid 0.01266354
## *** Solution reached</code></pre>
<pre class="r"><code>(p <- plot_ordination(GlobalPatterns, GP.NMDS, "samples", color="SampleType") +
geom_line() + geom_point(size=5) )</code></pre>
<p><img 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" width="864" /> An example exploratory ordination using non-metric multidimensional scaling (NMDS) on the unweighted UniFrac distance between samples of the “Global Patterns” dataset. Sample points are shaded by environment type, and connected by a line if they belong to the same type. Compare with Figure 5 from the “Global Patterns” article(<a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Caporaso 2011</a>).</p>
<p>The figure nicely shows the relative dissimilarities between microbial communities from different habitats. However, it fails to indicate what was different between the communities. For an ordination method that provides information on the taxa that explain differences between samples (or groups of samples), we use Correspondence Analysis.</p>
</div>
<div id="correspondence-analysis-ca" class="section level3">
<h3><span class="header-section-number">6.3.3</span> Correspondence Analysis (CA)</h3>
<p>In the following section we will show continue our exploration of the “GlobalPatterns” dataset using various features of an ordination method called Correspondence Analysis. We give special emphasis to exploratory interpretations using the biplot, because it provides additional information that is not available from PCoA or NMDS.</p>
<p>Let’s start by performing a Correspondence Analysis and investigating the scree plot. Both interestingly and challengingly, the scree plot suggests that the <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Global Patterns</a> abundance data is quite high-dimensional, with the first two CA axes accounting for not quite 17% of the total (chi-square) variability. Note the absence of a steep decline in eigenvalue fraction as axis number increases. Each additional axis represents only marginally less variability than the previous. It is often more convenient if the first two (or three) axes account for most of the variability.</p>
<p>First, let’s severely subset the number of species for the sake of run-time.\footnote{This is for illustration purposes only, do not repeat unless you are very sure you have a good reason for doing this.</p>
<pre class="r"><code>data(GlobalPatterns)
# Take a subset of the GP dataset, top 200 species
topsp <- names(sort(taxa_sums(GlobalPatterns), TRUE)[1:200])
GP <- prune_taxa(topsp, GlobalPatterns)
# Subset further to top 5 phyla, among the top 200 OTUs.
top5ph <- sort(tapply(taxa_sums(GP), tax_table(GP)[, "Phylum"], sum), decreasing=TRUE)[1:5]
GP <- subset_taxa(GP, Phylum %in% names(top5ph))
# Re-add human variable to sample data:
sample_data(GP)$human <- factor(human)</code></pre>
<p>Now perform the correspondence analysis.</p>
<pre class="r"><code># Now perform a unconstrained correspondence analysis
gpca <- ordinate(GP, "CCA")
# Scree plot
plot_scree(gpca, "Scree Plot for Global Patterns Correspondence Analysis")</code></pre>
<p><img 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width="768" /> The correspondence analysis (CA) scree plot of the “Global Patterns” dataset.</p>
<p>Now let’s investigate how the samples behave on the first few CA axes.</p>
<pre class="r"><code>(p12 <- plot_ordination(GP, gpca, "samples", color="SampleType") +
geom_line() + geom_point(size=5) )</code></pre>
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width="864" /></p>
<pre class="r"><code>(p34 <- plot_ordination(GP, gpca, "samples", axes=c(3, 4), color="SampleType") +
geom_line() + geom_point(size=5) )</code></pre>
<p><img 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width="864" /> First 4 axes of Correspondence Analysis (CA) of the “Global Patterns” dataset (<a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Caporaso 2011</a>).</p>
<p>A clear feature of these plots is that the feces and mock communities cluster tightly together, far away from all other samples on the first axis (CA1). The skin and tongue samples separate similarly, but on the second axis. Taken together, it appears that the first two axes are best explained by the separation of human-associated “environments” from the other non-human environments in the dataset, with a secondary separation of tongue and skin samples from feces.</p>
<p>We will now investigate further this top-level structure of the data, using an additional feature of correspondence analysis that allows us to compare the relative contributions of individual taxa on the same graphical space: the “biplot”. However, because we just displayed the position of samples in the ordination and there are often many thousands of OTUs, we will focus on creating an interpretable plot of the OTUs. For creating graphics that combine the two plots, try the <code>"biplot"</code> or <code>"split"</code> option for <code>type</code> in <code>plot_ordination()</code>.</p>
<pre class="r"><code>p1 <- plot_ordination(GP, gpca, "species", color="Phylum")
(p1 <- ggplot(p1$data, p1$mapping) + geom_point(size=5, alpha=0.5) +
facet_wrap(~Phylum) + scale_colour_hue(guide = FALSE) )</code></pre>
<p><img 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width="864" /></p>
<p>Species plot of the “Global Patterns” correspondence analysis first two axes, with each phylum on a different panel (“facet”). Only the most abundant 5 phyla among the most abundant 200 taxa (cumulative, all samples) are included. Arbitrary reduction, for computational efficiency of example.</p>
<p>Let’s try drawing the figure again, only this time summarizing the species points as a 2D density estimate, without any individual points.</p>
<pre class="r"><code>(p3 <- ggplot(p1$data, p1$mapping) + geom_density2d() +
facet_wrap(~Phylum) + scale_colour_hue(guide = FALSE) )</code></pre>
<p><img 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dVaksIh7I6NdXV/TIz0KeQZs2Y9UVJ8rfQStm672e8fvNXqdFXLTv1QyhBghvFu3Lyyr+9z8WV+/sWzpI2u7bN9sW79JRxHI4TM5rmzZz4psaqHGv/acPBxhBBC2JxT/q5UZktvqI7ONw41/g0hhGH4nDnPpDZWur7hUY9nH0JIoylOKt/xMXAcXVc/ON1hZeXtY1JmCpihALSckprXBQAgHTnSNWfEpL0IIQ9LH7fAeA5fGcT7AABgooJ43/EIEhLSEyQiSUwuRwSJlEpMoURKJaZUIqUK02iRRoNptJhWh7Q6SMEBAABg/HB81Oetc3v2ejz7PN59bvdusd/WMDJcbslYmJN9dl7eBXrdFJqmw+FwUgcSBK6r+/2DB590urbFVyrkGdXVv6wo/wlBqKUUwrKBvft+1dT8T3GyPwzDKytunznjT1K6mPkDTWvXXej3H0IIIYTVVN8zY/ojUhJN9PZ+un7jZeKA3MyMxact+0ziiOPOrnd27f6FuDx92u9LS66X3lx+f+O27T8a2vehbOsZSbW2yOs9cODbAcjPEoQqhUKO1NT8LzHPSWbG4jQO5o13OJWexxkAIB01UrzPwYRG3Ngbixy3QPEBSYbhMH8fAABMWBDvOw7ZrLl4Vc2wlZhCOXhrw2VIDrk1AAAAnGgcR4fDPaFQlz/QHAg0+wNNgUBzINAqCCPPu4RhMoOh1mo9Pdt6ZmbGkpSjRbFYsLXtxYOH/i8YbIuvTDbShxDq7vlw5647xdn6EEJ63ZT585/LsCyUsm9X9/tbtl7PsgGEEEFoFi74b0H+JVJ2bGt/Zeu2m3ieRQhZracvO/UjiRW29a/evPkaMS5ZXnZL7dTfSm8xlvWvXX+hWNvc3PNrqlNJyysIsc1bb+B5BiFUXvZDq/X0FAo5EsdFGg4+IS5Pn/7HMSkzNZGoU1yAeB8A40GOj/DQty/UP+LG7piE/n0Cj6BzHwAATGwQ7zsehQJTpDJtOQAAACAFw3jiOS7iWMYrIIHjIhxHs6yfZQOxWIBl/VHGE406aNo2bAK+EZGkPsOyICNjgcWywGKeR5KpzxXLcXSfbVV39wfdPR+yrD++XqMuqqr6WVnpzdIjfQMDa+sa/iSm00UI4ThZPeWe2trfSEnFyzDunbt+3dL6rNi5RKstW7rkAylJMwSBq6v/0779vxV3zM0599Ql70nM0TEwsGbd+ovFyf7y8i6cO+cf0tuN59lNm68WRytrNCWLFrwspRPikerqH3G7dyGE1OqCWTMfT6GEETW3/EPs3GfNWp6VuXSsik0Bw7jFBYj3ATAeKHyE/n37giPH+3wS+veJ43kJmHATAAAmMIj3AQAAAOkUCLZu2Hj56MvBMFytKjAYpxkN043G6SbjTI2meJQpHWi6r6/vi96+z/psX8Rih435NZvnVE+5uyD/EgyT9LeEIMS6uz+sP/i4y7U9sZD5c581GqdL2b2r+7nmlsdY1iOuyck+e/GiNyjKKKWFN2++1uHcLL4sLLh80cJXcJySUu3Gpr/v3PULsddkVtayJYvelD71XiwW3rDxst6+/yGECEK1dMl7Ump7pPaO1/YfEHODYPPnPjuauG2iULi1rv4P4vK0acnlHhlz0Xj/Ppi/D4BxMGw8rwInInxsi7+7nwlaqeHTDbkkzN83OJ4XQbwPAAAmLoj3AQAAAGklZaLYw1GUQaXMVakLVKo8raZUp63Qasu12jKJHdaOjeMiTueWPtuqPtsXYnaIRDJcnpd3QWXFbZmZp0osMBJ1tLQ829T8r3C4O75SLrdMn/aH8rJbJE261/fZzl13BwLibH0Ix8naqb+ZWvNrCfsKzS3/2bX77vg8hlVVP5s980kpB+W4yPYdP2lte1F8mZGxaNmpH0lvYYbxrl33PbtjI0IIw4gF818yGmek8OPo6/t8y9YbxKHEVZW3Z2eflUIhR+J5Zt/+H4nNUlhweWbG4jEpNmXhcK+4oFTmpLcmAJyUNLLDvuGYr8tb6+0Ic+xjXRufKjtn2MY2JnDcAmO8gBAicYj3AQDAxAXxPgAAACCdlEprTfW98Zc4LsdxEsdJHCMIUoshjKQMJKkjSR1JaClKL5dnjElcL5EgxNzuXbb+1f39q+2OTWLu2kQymdJqPb2w4LK83AsoyiCxWJdre2PzPzo73hQHw4o0muIpVb8oLblRyhyCdsfGvXt/JUbNRDnZK06Z/RedrvK4+wYCLVu33zIwsEZ8qVBkLZj3XG7u+VJqHgp1bdh4eTwbSXHRVfPnPSslkYgoEhn4es05Hs9ehJAMly9a9FpB/veT/7Egh3PL+o2XiRMOFhZcNnvWUykUMqLmlkf8/n0IIZUqN6kRyuOEpm3iQlJZjwEYJUHgEicoODYcp6RPXDDRDIv3nWUs2+jrign8P/u2352/KEd+WNqiPinxPoFDR0n7CwAAYIKAeB8AAACQTipV/swZj57444ZCnQ7nFqdrm92+2evZywvMkdtoteW5OStyss/JylomPdoVjTrb219taXve661LXJ+ZuaSy4jaJQ4A93v17997f2/dZfI1GXVFV9Yey0ksI4ji7C0KssemZvft+HYsNZp8syL9k3tx/y+UWKfXv6f1k85brGMaDEMIwYsb0PyYGZI8rHG7btHllINiKECJJ3bJTP8rKWpbsTwch5PHsW7P2PPEUrNbTFy58RfpQ4mOzO77u6PwnQgjDZIsWvjYRpswTpxFE0L8PHI7jaDYWjLEBhvXFYiGOoxnGy3E0x0UYxsPzbCwWFF/GYiGeZ2IczXMRjmfEXxxxJUIoxgZ4IYaSDPANI8PlP7jy+BPbTUxa2WETpMpx4uqs6S/174nwsce7N/6lbEXiu33R4zcRizh0lLS/AAAAJgiI9wEAAAAnP5b1+f2NXl+D33/Q49nv9uyJRAZG3FIuN2dmnpptPSMn+xyNpiSZQ/j7bF90dr3T0/Ox+IwtksmUxUUrKytukzig1enadvDQX7q63hEHsSKEVKrc8rJ7rFmXSwkUOhybduy6w+3eLb5UKDJPmf3XosIrpRya4yJ79z9w8OBT4uRUSmXOkkVvSB+5jBByubZs3XY5w7oQQgp5xvLTPjeZZkvfPc7nP/j1mrPEmKPZdMrSJR9IyWciBU3bdu+5RWzbKVX3pDdNR1yY7kMIUZQx5czRYIITBJ5hPAzrZRkvw/pY1i/+i8WCDONl2UAsFgzTLobxxlg/xwdZ1suyfkHg0l3xBJM5F+2w/n1+LvpA4dLXBvazAvfvvp2/zF+c2MVPUv8+DsbzAgDARAfxPgAAAODkwXF0KNQZCveEwz3BYHsg2BIMtAaCrfF8CCOiKEtW1pKszGVZWcsM+qlJ5ZANhjp6ez/p6flkwL4uMcyHENLrppSV3lRaegNFmSTUPNLR+WZT0zMu986Eipmm1txXWXFbOByLRqPHLsHl2rHvwO/6+j6Prykpvnb2rKck9l/rs63asfP2QKBZfGnNWr540esKRZbEdhAEvr7h0X37fycm99Coi5af9oWUccdHGrCvW7f+EjFlrUFfs/y0L0hSm0I5R2JZ3zdrz41GHQghg35O7dTfjkmxo8TxUTHftAo69002gsBFo85o1DX4X8YViTgYxsMw7ijjZhgPE3UzrJdhvCn3qhs9ktSJfWOHDcilKENSGY3GfCKFE0lLHB7vi0VLlaZrrNNfsO2meXblwXdWTbtWjhMIoQAX9ceOc7ElMDwm8AjG8wIAwMQG8T4AAABgEojFQjwfZRgvw/oYxiP+i0ZddKQ/GnHQkf5IZICmbWLc5LhkuNxgnG4xz8uwzNdoZmBYltmcxKDOWCxst6/r6//SZvvS52sY9i5JagsLLi8tvTHDslBKaV7vgZbW59s7Xk2sPElqKyvuqJ5y99B0gYFjllB3oO6hzq53h5JGIo26aO7cf+Vkny2lAqFQ587dP+/u/kB8iWH41JpfT6v9nfTxs+Fw76Yt18TnCjSbTlm29OPUpqJra39567YfipFTrbbs9OVfjtV421gsvGbt+eKsgiRpmj7tPxJzK483JuoWf3ASB1yDE4bjIpHIQJjui0TskUh/JDIQidhpuj8StUcjzmjUGYk6xuO4GEaQpI4Spy4lNAShIUktSeplMiVBqCjKIMMVMkJFkloMIyjKiOMkSWgwTEaSOoQw8aIhkykndYRubBmJwyZkcMXCCKHfFC57x14f4KLrvB1XNrzzYtXFBkLRRnuOW5qOkLtZGiGkwCfENQQAAMCI4BoNAAAApJPP17Bpy7WJaxJnmGIYryDERtk1hiA0Wm2pTluh000x6Kv1+mqdrgrHSfFdmqbD4fBxC+H4qMu5fcC+dmBgrcOxKTEFh4iiTLk5K/LyLszNOU/KqEyW9XV0vtnS+rzLtSNxvVZTWlF+a2npjRRlPG4hTte2+vpHu3s+ikf6FPKM6up7Ksp/IqUOHB9taHi8vuFPsdhgCxgMtfPm/jvDskB683Z2vbN9x63xYGVuzuVLFr+YwrhUQeD37ru/vuEx8VwslvnLTv1IochMtpwR8Ty7YePlYuYTmUw1e9arSmXemJQ8egzrFRek/MTBWBNouj8c7gnTfeFwN033h8PdNN0Xpvtoul/sZDpKMpmSogwUaaAoI0npSVJHkfrBWB6pJwgNSWhIykCSWpYleE5OEDqTKZskyXS3zEnFTB52RXIwIYRQkcLwbs0V5x94jRW4D50Ht27vfrL0HLmEEJ5aRonxPikbAwAASBe4RgMAAADpFIuF3O5dY1IURRlUqjy1qkClylep8tTqQq22VKsplT4odRiG8Thd2xyOLXb7OqdrG8eNMFe9TleVm3teXu73MjMWS+kQx/NMX98X7Z2v9/R8nJgIGMNkOdnnVFT8JCf7HCkDivtsq+ob/hzvUocQoihT9ZS7qirvIAiNlLPr7v5g9957AoEW8SVJ6qbXPlhZeZv0Xm+RqGP7jp90db0rvpTLzbNm/kOvW55CsI9lfRs3rezt+5/4srDg8oULXpKeI+XYBIHbvOVaMfmJTKaYN/ctnXbOmJQ8JsRpChHE+8YTx9HBYGM06gvT3aFQVyjUFQp3hsM94XDvsGH40lGUUaHIVMgzKLlZIbfI4/8oE0UZKblJXJDeyS4YDEYikzUhxgRnGRbvYwe/4TjLVPZS1cU3NH7A8Fw/E7zq4LsZ5PFzEMfTdED/PgAAmMjgGg0AAABMUGL4gyBUMlxBUgaZTEESGooyUpSRogwUZZRTZrkiQyHPUCpzFIrM0Q9eY9mA11fn8ex1urY5ndv8/sZ4v7lEcrnZaj0j23pmTvZZKlW+lJJ5nrXb13d2vd3Z9e6wTkMaTUlpyQ2lJderVMfvccbx0Z6OtxsOPuH27EloKENV5Z1Tqn5OknoplXG5duzac7fdvn5oBVZcdNWsWY8rFVbpbdXd/cG2HbfG055kZ5+1YN7zGGYOhULJNrvf37h2/YV+f6NYmdqpD0yf9mBSM4sdgyDwW7fd3NH5JkIIw4jFi9406JcedzLEEwnifWOIYTzhcG8o3BkO94ZCHcFgRzDUHgp20JH+ZIuiKJNSaVUqrOLlRaXMkSsyFYoMpTJHIc+Qyy3xPsJg4jMPfQmBYxgvCA7228vUyqxpM7XZtzZ9ss7bgRBKfOtoqKE0HRDvAwCAiQyu0QAAAEA6mc1zrl4Zj6kJsVhIYve00YvFwn7/IafrgNt9oK6hzePZFwy2jxjgQwhRlCkzc0lW5tKszFONxpkSc3pEo64+2+c9PZ/02VaxrC/xLYJQF+RfUlJyvTXrNCmxrVC4tafnFZvt7cQpw5TK7KrKn1WU/5gkdVLq43Lt2F/3UG/vp/E1RuP0ObP/npm5RHq7+QNNu3bfFS+EIDSzZj5eUf4jhDCapqWXI2ppfX7nrp/FYkGxTRbMf7Gw4LJkCzkajo9u3nJdZ+dbCCEMwxfMfz4/78JA4PjJN0+khHifId11mRwEIRYO9wZDHaFQZyjUEQp1h8PdYpe9+Mh0KXCcVCqzVap8tSpfqcpVK/OUqhyVMlepylUqrDD53cnETA52FiYwnBG4YUG9KaqMNTNueLl/3y9bV0mJ98nQYP8+CvJ1AADABAbxPgAAAGDiwMYp2Mey/mCwPRhsCwRbxf8G/E3BUOfRontiZXS6Cot5nsUyLyNjsfS8vYLAuVw7bP1f9tm+dDq3CgKX+C6Ok9nWs4qLVublXZiYK/NoYrFQV/f7Tc3POZ0bEmur1ZZVT/llScl1MlwupVZ2x8b6hj/39n4WL0Qut9ROfaCy4jbpeTlY1re/7g+NjX+PD4HMzFyycP5LGk1JCj+USGRg2/Yfd/d8KL5UqfKXnfqByTQ7haJGxDDedesvGrCvQwghhM055emS4mtHWeZ4wLHBbmIjDhj/jqNpWzDUHgy2ib+/wWB7MNQRDveKaaAlIgiVWlVEyfOMhjK1ulCtLlCrCzTqIoXCmlQybjB5GQmlmFQXQxhCKMyxvlhET3wb0sUQdp11xvfMlfe2ffli/x4SwyN8DEOYMNI9Ip6WVwn9+wAAYAKDazQAAABwMuC4SDTqpOk+OjIQofvpiC0c7guHe0LhzlCoe1jfuhFhmEyrLTcaphmN00zGWRbLPIoyST6+4PU12O3r+vu/6R/4mmG8w96WyRTWrOV5eRcU5H9fShpWQeAH7Gvb2l/u6npP7Ps2VEk823pWefmP8nK/JyVOJwh8d8+H9Q2PJmYFkcvNU6p+XlV5p/ToqiBwra0v7N3/QCRiF9dQlGn6tIcqym9NLWLS0fH69p23x4c25+dfPH/us2OVihchFAp1rVl7rtdXjxDCcXL+vOcmZrAPIaRS58frnO66pJEQCnUHgi2BQLM/0BwMtAaCrcFga1L99ZQKq0qVp1TlqlUFKlWeRl2o1hRp1MUKRWYkEgkGg2azGcPGZpw4mFxwDMuiNL1Rf0zgxTU9UX9ivE9kIpXPVl74h6LlOVueQAgdJdyHyKFPkVpGpfvMAAAAHBXE+wAAAIB0isXCfv/BYSsFJMRDZizrFwSOYTyCwLOsj2UDsViAZQNsLMAwnmjUxTDuaNQViyU3bRyGEVpNiV5frVKVyqnivLz5en11UgkiBCHm9dYN2Nfb7evt9vWJw2zjlMrs3JzzcnPPz7aeIaU3H0LI5drR2fV2R+db4XB34nq5PCs3Z2V19U8M+jJpDRtsbftvY+Pf/IGm+EqFIquq8s7KittIUiv9TG39q3fvudvj2RdvurLSG6dP/6NCnpFUm4siEfv2Hbd2db8vviRJ/SmzniotvTGFoo7ehtvXrr+Ipm0IIZLUnbrk3WzrmWNY/thSqwrEhVD4uxLvYxi339/k8x8KBJr8/iZ/oCkQaElMX3MMOE6pVfnqwVheoVpVqFLnq1X5KnWBxL6u4Lspm9L2Rv1cQryvRj1y+u+uqE+M8wlH6f9N4IPftahkMIcjAABMXBDvAwAAANLJ52/4/IvxTZYql5tVqny1ulCrKdVoSrTaUo2mRKMuwnEKIUTTdDgcNpkk9SyjaZvbvcvh3OJwbna5dib2vIuTyZSZmUtyrGdZs880Gmol5p1wu3d3dr3d2fV2MNh+WGm4PDfve9nWywz6pRgm06gNxy0qGGxrbHqmpfX5xF6NGk1x9ZS7S0tuSCqmabev37P3PodzS3xNtvWM2bP/z6CvSe1n0d7x6s5dP49GnUOlnblg/vMSc55I1NHx+pZtN4ljY5XKnOXLPjMaZ4xh+WNOqczGcZLn2fDJ2L9PEGKhUJc/0Oz3HfT5D/r9jT5fw4jB8SMpFJlaTalGU6rRFGs0JRpNsVZTolTmwiBckIJs6rDuzL1R/9G2bAgf5/MpG+rfp4KcLQAAMIFBvA8AAABIK0EYZQEymUIuN1OUSS43i5k0lYpspdKqVGaL/YCSinANEwx1eD373Z7dbvdul3sXTfeNuBmOUxbz3MzMpVlZyzIzFkk8Is8zAwNru3s+6un9ZFhvPoSwDMuC4uJrigqvoChjIBA4bkpZnmd7ez9tbn3WZlslDPVhQQgZjTNqpvyysPByDEvizx67fcOB+j/abF/G1+h1U2bM+FN+3oWptaTP17Bj5+39A9+ILxOzfKT4sxmpBfbsvffgof8T5yg0GqeftvRTKVmP0wvDZCplbjDUEaZ7eZ6dvFlfOS4SCLYGAi3BQEsg2BoItgYDraFwF8+zx91XqczWast12nKttlyrLRPDfEn1QgXHxTBe8VeD55lhHaLZWFA45o+JINQ4LtdoitN9EqnLlh/2ceo5erzvUNh57KLwoasW9O8DAICJDOJ9AAAAQDpRlDExHyuOyxFCBKGKvyQIlUymlMkUBKHGcYqijCSpJUkdSWhJUi+XmyWOk5UiHO72+Rv9/kNe7wGvt87rq2PZoz4TUpTBYp5vsczPzFySYVkgPaoYDvf02Vb12b6w2b48snyzeU5hweWFBZep1YUSCwwEmltan29r+y8d6Y+vxDBZft6FlZV3ZGUuTaoR+mxf1NU/YrdviK9RqfKn1/6+pOQ66Zk9ErGsf3/dQ42Nf4vHfazW0+fPfXZsYwfhcM+GjVc4nJvFl/n5Fy9a8PIJy/U8SjpdZTDUwfPs9p0/nTfnXxO//xrHR4OBVn+g2ems8/ubw+G2MN1O073HTIAziCBUOm2lTlep1Vbo9VU6bYVWWwGhvREJAseyPobxMqwvxgbYWDAWCzGMJxYLchzNsoFYLMRxEZb1cXyUi4VjHM1xES4W5vgoz7NiB+R4AuhRkuHyH1w5iVPK5FCHfca6ot6jbbk/2H/sonA0+BuqnLTReQAA+C6AeB8AAACQTlpt2ZLFb5/449K0Tex/5PE2en1N0WhHINDEsoFj7ILjlMEw1WSanWGeb7HM1+mqpMdlYrGQ3bHR1v+Vre8LMYlEIgzDzea5+XkXFRZcLj0KxjDuzq532ttftTs2JcZZ5HJzackNFRU/1aiLpDeIIPDdPR/U1T/idu+Or1QoMmuq760o/4lMppBeVEKZsZbWF/bv/108EKlQZM6a8VhJybVj2K0PIdTV9e62HT+ORl1iY9ZO/c202t+N7SHG1ZSqX/TZvkRIaGl5FgnCvLn/njghP0HgQqFOf6DJ728KBJr8geZAoDkU6kzsQ3o0GCZTq/I12lKtplSnq9Trq3W6Ko26cBL9aMaDIMQiUWc04ohGnZGoMxp1MYwrGnWFwvZIxM2yXp4PsKyXYbwjzhiQNpM81Um+XJ/4sj3iPdqWu4M2hBCOMP4o8ev4L6cW8nUAAMAEBvE+AAAA4GQl0JGBCD0Qpnsi9EAo3BUKdYXD3aFwdyjUKc7vdmwkqTcaag2GqSbjLJNplsFQK075J1EsFnY6twzY1/YPrHG5th85qpEgVFbrGXm538vL/Z5CkSWxWI6L9PZ91t7+am/f/3ieSXgHs1qXl5XenJ9/cVKJC1jW39r6wqGmvweDbfGVKlVeddVdZWU/TLn7ZE/vJ3v23ufzNQxWDiMqym+dPu0hijKkVuDRKr9j5+1t7S+LLxXyjEULX83OPmsMD3ECZGefNeeUv+/YeTtCQkvrcwLi5899Ni01iUQG/P5Gf6BZDO35/Y3BQCvHR4+7I45TGk2xVlM6OCBXW5Y4S+Z3TTTqpOn+MN1D0/003ReJDNCRAZq2RSOOSNQRn79yPGHiLxpBaMQR4hRlFN8gSR0+1FEXw0lSch/Yyf6jLFAMxvvEQF47PXK3x+6ob4AJIjG8KSAZhnNHhLbjWXu1MkgRAwAAExfE+wAAAIBJRGAYbywWinHhGBtgWT8jDnZjPAzjZRh3NOqkIwPRqDMadUYiDkGISS+aokx6XZVeP0XsiGTQT5U+ojaOjvQ7HJsdjo0Ox2a3Z/eIM5fpdJU52WfnZJ+TlbVM+ihgno86HKsPHvqiz/bZsH6IKlV+SfE1ZaU3aTQlSdU2EGxtbPx7a9uLicOKtZrSmup7S0quS/nx3uXasXvPLwfs6+JrsrJOO2XWX4zG6akVeDR2+/rNW64LhjrEl9nWMxbMf0mlyh3bo5wYlRU/xTB8+46fIiS0tr6ABGHG9KfH9YiRiD0YbAsEW/3+pkCgORBo9geaE3O8HA2Ok2p1kU5brtVVyKkCkshTq0uzsqopKpVOoJMXw3hCoc5QqCsU7gyHe0LhnnCoK0z30uE+KRHSYyMINUnqKVJPkjqS0lOknqKMBKEmCA1BqMVlGS4nKQMhU8pkCpIyYAinKAOGyUhSl+62mVgOhZ3vOxoawnbxpVwmo7lYV9THChx5xBwFuwM2cYEbnFt2hC5+8VVaAuJ9AAAwcUG8DwAAAEgnn69h05ZrR3yLZX2CwIsxPpQw2fyoYUqlVaMu0mhKtdpSisoniJz8vDlyuSWFsniecXv2OJ3bnK5tTufWxC5yiRSKrKysZdas07Kzz05qmG0sFuqzfdHa+uaA/Ythg/tIUleQ//3i4quzMpclNfxTEHibbVVj0zN9ts8TR2WazXOmVP28sODy1ObpQwj5/Q376343MPC/+E/KoK+ZOfPPuTnnpVbg0XAcvW//bw8eekqsv0ymmDn9T1VVd07qgaIV5bdiGL5t+60ICa1tL7rd+4zGRTR9msUyX6nMTqFAnmejUWckYg/TPXS4L0z3henecLgnFOoMhTqHZWw4GpUqT6et0OkqtNpyna5Sp61Qq4viSUWCwWAkEkEIpfyZmeA4jg6GOsSuwWLThcM94XBvKNyd2mBbudwsl2coFBlyuUWpyKIos1xulsvNcsrE8SqBV5KkwWwukMvHbFpS0BCy/7p9NUIIIQwhQZx9jxP4XYG++brDkoOHOOYzV2PiGm6kjFL8t/37JnefRwAAOLlBvA8AAABIp1gs5HbvGvNiCUKjVGQpldkJ/3LV6gK1Kl+lykvsuUbTdDgclsvNEkvmecbrPeB273Z7drvcu72efUfry6NUZmdkLMrKXGbNOk2vr06q/tGos6f3k+6eD222rziOTnxLJlPkZJ9TVHhlXt4FyaYejkZdrW0vNjf/KxBsja/EMKIg/+KqyjszMhal3OCBQMv+A7/v6HwjHkBUKnOmT3uwtOSGMY8E2e0btm672R9oEl8ajdMXLXzNoK8Z26OkRXnZjxDCtm3/MUKCx7vb493d1v53hJBaXaDTVlBys5wyiamoeZ5NCH8LDONlWR/D+lnWz7K+SMQRidgZxp3U0SnKpNOW63QV2niAT1sxhvlwJjJB4MLhHnFOz0CwLRTqCIY6QsGOxBw4UuA4qVBkqVX5CqVVpcxTKrOGkoZbFQqrQpF5jPzL8eDpZB85O9HkD43kVeCyCB+LDvX7XrD72UqV5RxT+ZnG0o6I5xNX4zpvR4Q/fq9wDsbzAgDAZADxPgAAAGBCE+efIggVjstluFxGqOSUUUaoCJmKJHUUZaQoA0UZKdJAUgbFUMeZZANhxxAKdXp9dV7vAY/3gNd7wO8/NOIoXYQQhuF6fXWGZVFGxqKMjIVaTWmShxLc7j19ts97e//ndG0TBC7xPRyXZ1hOLym+sqDgomSTmQoC3z/wdWvrC909HyZOXCiXm0tLbqys+GkKI5fj/P7G+oY/t7W/Eh89TVGG6il3V1X+bMxDRbFYaM/eXzU1PyNGFTFMVj3lrmnTHkpqvsIJrrzsFoJQ7dp9VyRij68MhbpCoa4xPIpCkaVRF2k0JVptqRjX02rLpUe9Jzua7huaprDZH2jy+xuDwfbDZ8M8DqXCqlLlqdWFanWBWl2oUuWpVHlqVb5CYZ04uVaAqFBuEBdIDI8gFOO/7dTcGHY2hp1/7dkybBeNjApyR/08RLnBa52RGLMbDQAAgDEH8T4AAAAgnUymmZdfOrwXEo5TaelVxLL+QLA1EGjx+xt9/oN+f6Pf33jsUXsKRZbFPNdimWcxzzeb56Qwc1YkMtDf/7Wtf3Wf7Quatg17lyR1OTkrMsznGAzLCEJjMBgIIom/XoKhjra2l1rbXgqFOhPXm81zKsp/UlR4ZWqJd0Vuz576+j91db8X79NHEJqC/JtPmf3beHKAMdRn+2L7jp8Eg+3iS4O+ZsH8F8zmuWN+oLQrLrq6uOgqh2N/n21DJFLndG7x+uqHxX+PSy63KOQZcoVFochSKXOUylyVKkelzFMqs9XqwtH83CedUKjL4djjcO5pbu32eev9gUZxioDjIgi1Rl2kVheJET21Ol+tEkN7udAFbxLJoFQqGRnm2NjQ4Nyny89rj3i/cDfXh+yJWxoJ5dmmsvPNFXe2/C/IIRmGjTieN94H0Eh+h36PAABg0oF4HwAAAJBOGEaMR2zo2OJzcoVCnT5fm9/fxrI9gWBrYo+qo1Gp8kzGmSbTLJNxlsk0O7XsEAzjdTg29g98Y+tf7fXWHTkvoVKZk5t7XkHexVnW5TJcHggEotEkMgBEo67Orrc7Ol63OzYlFk4Q6sKCyyvKbzWb54ymAe329XUNj/b1fREvXCZTlpf/qKzk57GYasx/oMFg+87dP+/p+Uh8ieNkTfW9U6c+cDJ16zsCptVW5mK5FosFIcRxdCTiYBh3lHFHoy6GOSy1KI6TJKkjST1FGUhSR5I6hdyCYd/Rv3JjsaDHe8Dj2evx7PP66rzeOglJSDCVKk+rLdVoSrSaUq2mVKMpUWuKFPKMdJ/NaImzoDKsDwk8x0e5WBghFIuF47MQDPssHauNMLwg//vpPqFUYAgrkOsPhZ30UJxOK5M/UXr2E6Vnd0d9X7hbNng7sijNeeaKxfpCAsNbabeLpRFCFE7QHCvO+pdYYJgb7OKt/y7FzQEAYNL5jv4lBAAAAJzcOC4SjTrC4V46MkDTfZHIQDjcM/iP7pP+iCuXm3W6KoO+xmCYZjBMNRqmpRzMYtmA3bGhv//rgYE1Hu++xEQZIgyTWSzzc3POzclZYTLOSCH1BMfRPT0ft3W8arOtGjbo2GKZX1ZyY2HhFaPJ3SkIfFf3uw0Nj7vcO+MrSVJXUf7jKVW/UCiyaJqWmAVC8hlF6hv+XN/w5/gkhkbjjIXzXzQaZ4zhUSY+mUypVheo1QXprsiEIwh8MNTu8ezz+eo83gNez/5AsOXIX65EJKnX6SoN+uqEaQrLx3AGgDE/QYbxMIyHZX1RxsMOTdEYi4XE5VgsxHE0w3g4PhqLhVnGG+NojqNjsVBSI5SPS4bLC66clPE+hFChwnAo7IyH7doig7eAfLn+h9mzf5g9O3HjHYFecSEyOG53+PcxQZ5BCKllFIWfnGlqAADg5ADxPgAAAGBCE2Nz4rMrx0U4jo4yHo6jOY4ezFHA+FjWyzBehvFEos5oxB6JOlNInUkQKq2mTKMt1WrKdLoKnbZSr5+SWtLeuGjUaXdstNvX2+0b3J698RnuEmm15dnW063WM6xZp1GUKYWjCALX3/91e+fr3d0fsKw/8S2VKq+4aGVJ8XXJJgwZhuOj7W0v1x98PBBojq+Uyy1VlXdUVtw2Tj00e/v+t3PXz+JHpCjDtNoHKyt+8p3tuQYQQhwX8frq3O7dHs8et3uP11d37BAzSeoM+qla7RSFosxqnW3QV6fWJ3ccCJGIIxJ1RKPOCN0fiToCgT6adjCMW0ABJupkGE+U8UjonHiiTOZ5CYsUh12jWmjXMTbe5u8RF4SjZIQPxBiEkIGAzn0AADChwd+LAAAAQDq5PXtWf3164hqeZ8a2j9gwcrlFqcxWq/LFifZJworjmbm5M5XK7NEXLggxr7fe4dzicm1zOLf6/Y1opCdGtbowK3NpVuZSq/WMlDttCQJnt2/o6n6/q+udYVlEKcpYUHBpcdFVmRlLRpk9gI70NzX9s7nlX4mDnbWa0qqqn5WW3DBO0yz6/Yd27v5FX9/nQyuw0pLrZ854VKHIHI/DgYmM51mv94DLvcPl2uFy7fD6GkaMm4swDNdoSozGGSbjDKNhusFQK+aiiUQiwWDQbDZjWNLdZkcjEnXQtC0c7qbDfWG6NxzuoSMDNG2jaVskYj/GiYwGSerFId5igiOCUMlwOYbJxL69YgYkhFB8TZyYFmlYaeK3LGiSZw0uUhgSX7bQx0pdvd7XcYx3MYSFeQYhZCFV6T4tAAAAx3LSxvsEQRAEgeOOP7WzlG0mxYlMBBO8ntCYY2hSNKYwNMn0xK/n5GrME/y4mEI9U2tMnueT2j5+rKM1SLzRjl0yF2Okj66VAsdJudxCUSa5PEOlzFEoMpXKXIUiU6XMUypzVaq8YZkKIpFIJBKhKENq7SYInN/f6Pbs9nj3uN27PJ49RwtWqlR5mRmnZmWelpl1mkZd9G0LSDhuYmOybMRuX9vd835P70fDJhyU4fLsnBXFhVdn56wQ57bjeQGhFH+5PJ49jU1/6+x6K3FUoMEwvWbKvfn538cw2ZGVF3/Wo/l1ZhhvfcMfm5qfiY9HNuhr55zyjMWycJQlj9iYE/nKM/rGPAHGqTFp2uZ0bXU6NzudWzzevYlJpYehKJNBP9VgqNXrpxoN0/T6GoLQJG4g1iremONzARfC4b5QuCMYbA+F2kPhrnCoO0z3hEKd8XHoKZDhcooyUpSRJA0UZSBJPUnqKMpAEDqK0hOEliBUJKknSS0hU8tkSpLUyWTKcc10NPrGTO1Gc4xPV7zAY38Ciyi9uCDHiSgfawq7jraxPxbdFxxACClxIj7fXyK1jBRT95oJpfTPvFjPSXHNmSz1nBSVnCz1nBSVnCz1nBSVnPj1jN9uUqhk4i4nbbwvFotxHOfxHOcJShCE424zEUyKSk6Wek6KSk6Wek6KSk6Wek6KSiKEvF5vuqtwfKk1Jk0n91wai8XEYx33kc/nO9Z4tGAoqlQWjvgWhjCC1COEcIwiCBVCGEHocJySyVQEocNxBUFoSFJPEnoZoRMXKMpMEEedny4WQ34/jdAIZyq90VjWEwg0BEMH/YGGYKAhEDzIceGjbaxWlxkN84zGBSbjAqVysB8fyyBP8iFOhnG7PRsP1K2yO1YNG+KHYbhef0q29cKc7EtJ0oQQ8vvCCIWTPYSI5yO2/g+7e/7r9e5MPIjFvLSo6FaLeTlCyOv1H6OE1D6BvMB0d7/U0vokyw52vaEoU1npvfl512IYMR6XCL/fP/pCxttkuTYGAoFRlhAKNbs9WzyeLR7PNjrSfbTNFIpcna5Wp63Vamv1umkKxWGDcwMBFqGjttjoL+CCwNGR7nC4LRRqC4fbQuE2OtxB0928kNxMeTiukMsz5VQWJbdQlEVOZVCUmSLNJGWiSBNJmijKJJNJjdzxPOJ5xLIIIQahsZyz7xhSa8xkPyfio6nf7z/uL0I4HA6Hj3rRy2AHH/qUGBFFMU+MbnXaTCNl21gd6OAEHiGEIQwdmaoDIQ1GBhGDENILZLK/npPimoOO15gTBDTmGJosjUnTdLJ/rJ54o78bnhgncWOy7LcTWJ+08T6ZTCaTybRa7dE2CAaDgiBgGKbRaJIp+ESLRCI8z6tUE7rDfCgUEv8cOUaDTwQ0TfM8r1aP4xe/ozdZGnNSfDLD4bD4/QY05ujFG1Oj0Uzk/n2RSITjuNR+zeXy5FKdymQyhJBWqz1ag0QiEfGOq1arcfyoQ0q12nk52Y1pbDSGYRiGOdrdkGX9gcAhr2+/z1fn9x/y+w9GogPHKI2iDEbjKWbTPJNpjtk0N7X5+BL5fPV9tk/7bJ97PDsE4bAvOTFMlmFZkpd3cW7OhQqFdfRNEQy2tLT+s7PrNYbxxlfKZMrCgpVlZT/V644/AyDDMNFoNPlrjtDZ9UZ9/YOhcKf4GsfJ0pJbqqc8MB4zA9I0LUarVSqV+DGemFiWjUQiE/8CLv6ap9CYgsD7fHVO1yanc6PdsSEaHTk7tpyyGE2zTcZTTMbZJtMpcnkqY7rFxkz2As4w7mCwxR84FAy2BALNgWBTMNASz2x7PJhCkaVS5qtUuUplrkKRo1LlKJV5cnmGUpFNkvqxbcwTKRaL0TSd2t0w2Xu9eO9Qq9VH+0UQrzkIIYVCQZLk0cqZqiRRK0IIYTgm9ni2yaKF2hHyL29zD34OwzyLENISlD+WEEIVkJqgUCyEELIqddJ/PTmOC4fDE/wnK7Ex047n+VAoBI05JsRP5rH/Tks78QKOEJLL5RQ1cScWmBS/5pOlMUfza84w3160T9p4H47jGIYd4+EtFAqJPeSTfcA7wcSf1gSvZPxLmwleT2jMMcSyrCAIE7yS8S9tJng9J11jTuR4H8uyPM+n1pgEkdw9UfzT8BgNEr/dUhQ1kf/04XmeYRi5XI6QEA73BgLN/kCzz9fg8zX4/AfD4Z5j705RJrNplsk0y2SabTLO0mpLU8irO4wgcE7n1u6ej7p7PggEWoa9K5MprVnL8/Mvys+7aJTpRIYOx9tsqxqbnu6zfZGY2FStLiwv+1F52S1yuVl6Y0aj0aQ+gU7Xth0773C5tsfX5OSsmD3rSb1uyuhPbUQMw4jxPoqikv3Yn0iT4u80lmXFEBVJklKeaXmedbm2D9jXOxwb7Y5NIyajwDCZQV+TkbHIYlmQYVmg1ZaNvp7xxjzGBTwc7vH5Gry+ep+vwe8/5PMfikadxy0Zw3ClMkejKdaoi8X/qtWFKnW+SpUnw5P72SXbmClgWZ8g8AgJ8Zh+fHo+CTCTaVb8RWp3w2TPSzwESZJH+0UQrzkIIYIgjvHLkiWXm0ilm6VpbrDfR0cssPSI7T9wHvy7bXviGhyJQZChfn4YUsgGTyFToZX+6yn+ZCf4NUdiY6bdpLiAT6LGDIfDJElO5MaMTxwxWRpzIkd4J0tjchwXCoVSa8zEe9PE/VgDAAAAYJywbCAU6gyG2kOhDq+3JRBoi0a7/IHm4z73ynC5Tl+l19cYDdOMhmkGQ61KlTdWtYpGXf0D3/T3r+7p/YSmbcPepUhzRsbphYUX5+edR5Jj0+eLYbxtbS81Nj+TGFXEMFlu7nnlZT/KyT5nlLk+ji0U6qyrf6Sl9bl4kNFsnjtzxp+sWcvH76DgxBME3uPZ0z/wTf/AGrt9w4i5s3GcNJvmZGYuycw8NTNj8bA8EuMhFgt6vAe83v0ezz6Pd7/PV5/YrfVoVKpcnbZSp6vQaso02jKttkyrLUs2rjfKakejbobxMIyHYX3s4D8/ywZY1seywRgXirEBNhbkeZZlvLzAsmxAEPjR5/nFcWrllRL7Nk5EJQqTm+2NDE3J1xgeHsz92tP2g4Z3xMG85UpTM+1GCPlj4il/O6iXxAa/vrJSE3qMFAAAAIj3AQAAACchhvFEIgORiIOO9Eci/ZGIPRzuCdN94XBPONzNspImBMFxSqer1OumGAy1BkOtQV+j0RRj2Fj2VeR5xuHc0t+/2ta/2uUaPmIXIWQ0Ts/Pu8hoPEOpqEQIMxgMY/ElvGC3b2hpfb6r+91Y7Nt5heRyS3nZDyvKfzKGQcwRRSL2A3V/aG75dzwph1pdMGvm44UFl42+dySYIGja1mdbZbOtsvWvHrGjHEGoLZb5mRlLMjMWWyzzxzXRBEKIZX39A/s8nt1u9263e7c/0Dxi7uzE6um0FTpdpU5XqdNWaHUVOm3lWIXaj1JDbzDUxTIun9/Psq5o1BGJOKJRRyTqjEadTNQdZdyJyXNOsLG99J14pUrjzkBv/GUTfdhncru/5+K6N6J8DCF0vrlygA2KE73yR3xI4h1HcqgJPdYeAAAAxPsAAACAdBIEjmVHniia42gxL2eMo3kuIiCBYbw8z8RiIZb183yUZQMM42FZPyP2cGG80agryriiUdeRgbPjUiiydLoKrbZcpy3XaisMhqlaTQmGjf2fCjzPut27BuzrBwa+sTs2JEbcRDhOZWYuyc05Lz/vIo2mGCEUCATEkUGjRNO2tvaXW1tf8AeaEtebTLMrK24rKrxSNtIE9mOIZX0HD/3fwUNPxkOuJKmtnnLPlKpfEMSEnsQTSCEIvMu1vaf3496+/3k8+48MqBGEJivzVGvW8szMJSbTrPH4/Yrj+KjHs9fl2u50bnM4twWDLcfYmCT1Bn21Xl+j11cb9DV6/RSVKn88akVH+sOhrlC4JxzuDoU6abo/TPfQtC0c7h1NMt+jIQgNjpMkqcMwGUGocFyOY0Q8aim+G98YS3grLp4/HT+B3RjHQ5lycF4CDGECEhL799WH7OceeDXARRFCC3T5z1demLflSYSQViYXVyaKDWW3zJFDvA8AACY0iPcBAAAA6eT27Pn8izkn8ogKRaZSmaNWF2jUxRp1EUnl4lhmXt6sce25w/FRp2OL3bF+wL7e6dwai4WO3Ealys3JOTc3e4XVesbYVobjIt3d77d1vGqzfZkYCZXJFAX536+o+GmGZcH4nbuIZQOHGv968NBTCeEDqrzsR7W1v1HIM0ZXNkgzjqN7+9b193/e0/tpJDI8oQ2OUxkZi7Ktp2dlnWYxzx3XGB9N25zOrXbnJqdjs9u9+2i5NTAM12rKjMbpRuN0g2GawVCrUReNbU0Yxh0ItgWDbcFgRyjUHgy2B4PtoVCn5HQfw5GkXk4ZKblJTpkoykhRRpLUU5SeJPUkqScJDUFqKVJPEGqCUJOkDsflEENPVKoczJ6kIchAjGmh3b5YZHugd2eg9+nebS42jBCapc3+fNo12/w9rMAhhPTECPG+6NCI4Bxq3EedAwAAGA2I9wEAAABpJQijLyMRRRnkcoucMsvlFoUiQ6nMUSgyFYoslTJXpcpVqnKHTbZF03Q4HB6nYF8w2GbrX93fv7rPtmrEbowEoc6wLLBaz8i2nmEyzRrz0ayhUFdzy79aWp6LRB2J643GGWWlNxYXXT0eCXCPILS1v7Jnz710pH9oDVZYcOmM6Y+MSSoGkC6RqKOr+4O+vs8czq85bngIW6MpybaeYbWekZN91ojpaMeEIPA+X4PdsdHh2Gh3bAyFOkfcDMNwtaosM3OeyTjLZJplNM4cw1/5SMTuDzQF/E3+QHMg0BwMtgWCbUnNl4dhMoUiS6HIJggzRVkM+iKVyqqQZyoUmXK5RfyX2BEPpKBsKN6nxqkAYiJ8zLzpUS4hQ1GlyvJ57bV6QrHBN/gpCnIMQghHWOKo3iDPIIRkGJ5Jje8IdAAAAKME8T4AAAAgnWSEymSaPXxlQs8UDCdJQoMQGhySRmpluIIktQShJmQqktSRlIGiDCSpo0i9XG4e195DxyUInMez127fMGBfZ3dsHHHaMpLUZ2YszsxckpW51Gw+ZTwqLAixnt7PWlqe7bN9kdihTy43FxWuLC257sg2HycD9nW79/zS5doxtALLy7tgeu3vjcYZJ6YCYMwFgq1dXe90db/vcu0cNmIXw2SZGYtzc8/Py7tAp60YpwoIAu/x7B0YWNNvX+twbIr3GB1GociyWOZZzHPN5nkadW00KjObzaNMsC4IfDDYJibv9vsPeX0Nfn+jxNAehuFKZbZaXaRW5atU+Wp1vlpVqFRmq1S5CkUWhsmCwWAkEkEI6fX6iZzecZIqVQzG+4Shr1USg30lSuOX064TQ3jfeNvFld5YBCGklpEB7ttpE10sjRDKotTEeKYzAgAAMHoQ7wMAAADSyaCvOfecnemuxagwjMfp3Op0bXM6tzqcW0bsx0eSuqys06xZy7MyTzUYasdv5vtgsL217YWW1hdoui++EsPw7Oyzy8t+lJuzAsepE9MsXl/9nr339fZ+Gl+Tlbl09qwnT1ioEYytQKC5s+udrq533Z49w94iCF129tkF+Rfm5qygKNM4VcDvP9Rn+3JgYM2Afd2IMT4Mk+n11RmWBRmWhRkZC7Xa8vhbkUgkGg0mcbAhDONxu3d7vQe8vjqPd7/P1zDiYPxhKMqk1ZRoNMUa8b/qYo2mWK0uHKffPo6jB+cwZf0M42VZXywW4jiaYbyxWJjnowzjRUhgGI+ABJbxIoQ4PirOHCoIMan5izDigu81jkf9xxsvCH1MoC3iVspImmOjfEycws9KaZYZihfpC2Zpsk/R5lK4DCEU4KI7/L0IIT2h8MUiCCEOCQghHOG8wCNscDxvseIE9IwGAAAwKhDvAwAAAEByWDbg8exxu3e7Pbudrh1+f+OIiT5luNxsmZdtPd1qPdNinjOuHQ8ZxtvV9U5bxyt2+8bEysjl5pLiayvKb02MfYy3cLhn34HftbX9N961UK0unDXzscKCy09YHcBYiUTsHZ1vtne8mtBJc5BGXZSVtcJoPN1kXGg0WsajSxrDePsHvu6zrbLZvhxxrK5MprSY52ZmLsmwLMzIWESSo51SLRKxu9w73O5dbvcet2fP0QYIx1GUQaet1GrL49l+NJpSijKMyekLAh+J2iMRO033RSKOaNQZjTojkYFI1MkwbobxRKNuhvGMR6KPkZp6fJP5jJ+3HHUrG95BCGWQKppjvTF65+wf6wlFfIRvorXeDnHyvkxSLcb7whyLECJxLMp/O7a3SGFI92kBAAA4Doj3AQAAAOA4gsE2j3e/13vA6z3g8ewLBFuEhIFgiQhCnWFZODRWd+54PyFzfLSv74uOjtd6ej8RcxkPwbIyTy0vuyU//5IT+ZQeZZxNzU90dj0bD0BQlKmm+p6qyjsnb7Dgu4nj6O7uD9o7XuuzfSkIscS3tNqygvxLCwsuM5lmxYegji2f/2Bv76e9vZ/ZHZuGHR0hJJMpMywLsrJOs2adZjbPHeXEdrFY2O3e6XRtd7l2uFzbg6GOY2wsl5sNhlq9rtpgqNFpK/X6aqUye7RNzUfDoa5QuNvtbgkGOyOR/lhsIBK10bQtErGnkGo8ZThOEoRm2Mp4V8rx65U83oqHYnNyfPDRT4bhIwb7EEJfuVvFhTDPJq7nBAEhpCflHjaCoH8fAABMBhDvAwAAAMBwNN3ncu10uXe63Dtdrh0jTsM3BNPpKizmeRbL/AzLAoNh6omZQDAc7mlq/kdzy7PD6qZS5RYXXV1acoNOV3kiW0wQYg0HnzxQ95A4SBAhJJMpqypvr6n+1Vj1dQInhsO5ubXtpc7Ot4aNTNdoiosKf1BYcNk4zb0oCJzdvqG796Penk8CwdZh72IYbjLOys4+K9t6psUyf5Th42Cow+HY6HRudTi3ejz7jgwpDh2U0OsqjcaZRuN0o2GawTBVqcwZxQnGgsGOYKg9GGwT0/UGQx3hUFdCHpukEYSGooxyuYkk9SSpI0kdRerEjL2ETCkjVBRlkMmUMpmSIFQyXE4Qahyn4nG970gO35Khmfu4ofRQLbRrhsZ65JbNtOtZ206EEIYwWzSAEMok1XY2hBCKCTxCSI1THhRBCBVC/z4AAJjwIN4HAAAAfNfxPOv11nm9+z3iP8++xMnvjoBptWVm02yTaZaY6/OEpLiNEwbs65qa/tHV/X5ikIIgNAX5lxQXX2PNWo6d8Fnkna5t27b/yOPZJ77EcbKk+Lpptb9VqfJPcE1AyiIRe2vbi61tL/r9h83RRlGmosLLi4quysxYNOb5oxFCHEf32Vb19HzU0/tJNOoa9q5CkZWbs0IM88nlllEcRwgEDrrcBxzOTXb7+nC4Z8SNMExm0NeYzXNMplNMpplGwzSZTJna8cLhXp//oN/fGAg0BwLN/kBzKNTBH95l7NgIQqVU5igUWUpFllKZo1BkyOUWhSJLLrco5BlyuZmijCdsOs5JLZNSq2VUiGNC/GDajTZ65Bwvv2n/OsLHEEKnGYu/8bQhhDKowXifSDZ0dYX+fQAAMPFBvA8AAAD4bolEHcFgm9/f6Pcf8vkPeb0NoVDbMZ7DZTKFyTTbaJhuNE4zGGoN+qmjnyMsBSzr7u19s9f2WiDQFF8pJuIoKb4mL/cCglCnoTEjA3v23d/W9lJ8gHO29ZJ5cx/XaEpOfGVAagbs65qb/9XV/T7Pf5uEFMfJ3JzzSkquy805dzyCSuJQ9M7Ot3p6P4nFhmXSwEzGGbm55+flnm8ynTKa+HUg0NI/8E3/wDf9tq+jzMi9dFWqXIt5foZlgdk812SaldrvER3p93oPeD37vb56r6/e7z80Yt6eIxGESq0qVKsLVKp8kswiCKucysrIqNTpitJynTlZFSr0DSFHIBYVX7ZHRoj31YXs79jrEUJambxSZRHjfcPEhnoIVqjM6T4nAAAAxwHxPgAAAOAkJAh8JDIQCneFwz3hcE8o1BkKdQaCbcFg23Gfw3GcMhimmk2nmE2nmMynGPRTRzlB2OhOhLP1r25qeq6v72Ne+DYcQ5K60pLrKytuO5GJOA6vWKyx6Zl9+3/Hsj5xjUZTPGP6XzXqBRrNaPphgROEZQNt7S81Nf3T5z+YuN5omFZackNR8VUKecaYH1QQOJvty47ON7t7Pop/ckQ4TmZlLs3Luyg/70KVKi/lQwym+Oj7wtb/1YjZNjCMMBlnZGQuzrAsyLAsSKEXqiBw/kCT273b7dnjce/xePcfc8i/eFCZWl2g1ZQNZuwVU/eqixI7LcYnQ9Tp9MkmP+F5hmE8DONhGC/DeNhYgGG8MTbAxgKxWJhlfRwf5WJhNhYUeJaNBXmeFQQufjHkYmGOjx6jfJlMQZK6C84/lPLPJb2KFMaGkCOeyWjEeN+DHWvEXBx35M3/3D34tYotGkQIERgujucNcDRCSImTuRREYwEAYKKDeB8AAAAwmbBsIBYLsrFAjA2IT7ZRxhWNuqKMOxpxRKIOOtwbiTqSmudeqcwzGmuNhmlGwzSDoVanq0pjgC/O493f1v5yR8frNG1LXG80zigv+2Fx0dVp7P5js325c/fPfb4G8aVMpqie8sua6vtYFguFQqMrG4y7YLC9senvLa0vJEbcCEJTXLSyvOxHJtOs8Tio13ugtf2/R36eZTJlbs6K/PyLc3POG83QeI9nb2/f//psXzgcW46cjw/HKb1+Vl7umZkZiy2WBSSpTb7R2pyubWJaD49nbyx2rM+5mLRXb6jR66q02gqdrkKjKZHh8pTPLhJ1ROj+MN0XiQzQdD8dsUUjzmjUGYk6olFHNOqMz5s5fuKJOyajQrlBXMAQJiDhyHhfXcj+vqMBIaQj5DdbZz/atQEhlCPX9kUDCKEMUm1jAgihQIxFCBUo9Dg29mPbAQAAjC2I9wEAAADpFAg0b9/xkyPXiz1QEEIs4+V4JhYLCkKMZQOjPJxcbtZoSrWaEo2m1KCv1ukqSbKAYXCzeaIMzhKEWEfnWwcPPun27ElcL5Ops60XV0/5SWbmgjRWLxJ1bN16U0/vJ/E1+XkXzZ71lEZTjBBiWTqNdQPH5XJtr294rLvnw8RouMFQW1H+43GKIDOMt73j1dbWF4Z/nnF5ds7ZRQVX5OZ+L4Xom4jn2QH7up6ej3p6Pw6Fuoa9K6b4sFqXZ2Ut12nnRCK82WzGJIdpOI52uXbaHRsdjk1O17Zj9OAjCJVeV20wTjPopxoMtQZ9dWppPTiODoaaI5Eeh9MRifSEw92hcBcd7gvTvYdn3x5LGEZIbP9JndmjUKEXFwyEwhOjOyM+XhASY3a/bf9a7Nx3Z+6C/aF+TuARQqUKkxjvUw19AyQgASFkISdxUwAAwHcHxPsAAACAdGIYr61/9diWSRBqpcKqVGarVPkqVZ5ana9SFajVBVpNCUnqh21M0zTDjHvXGCk4jm5te7Hh4BPBYHt8JYbhmRlLcrIvt1jOk8nUBoMhjTW0OzZu3HRlONwrvtTpqubM/mt29llpbTYgycDAmrr6RxJ/1zBMlp93UVXlnZmZS8bjiE7n1uaW/3R2vXV41zMsK/PUkpLr8vMuTjlxM88ztv6vOrve6en5+MhOZwpFVk72WTk5KxJTfEQiEYSCxy05Fgva7RsG7Gvt9g0u967ECQ0TUZTRZJplMs40GWeaTLO02nIMkyV1CrFYyO9v9AeaAoGWYLA1EGgJBFpSS9Qrw+VyhYWiTBRlpCgjRRkoykgSWoLQUJSBJHUkocFlCorU4zhJkjqZTCEmIaEow3gkYJmYiobSa2gIyhOjo3ysjwnkyQcD3DYm8JHzEELIQCh+kb/woY614npiaO7IqBBDQ30DEUImIsUsLgAAAI6mmXZt9/eeaSzNpMZsQmqI9wEAAADpJCD+uNuQpA7DZBSpxzAZSRlIUht/mqUok1xuklNmSm6SUyaFIkupzE5L5orRiEZdzS3/OtT4t0jEHl+p1ZaXllxXXHS1Wl0YCASi0egojjB6Qn3D43v3/VocKUmS+unTHqoov3UiDHwGxyT09H5aX/8nh3NLfBVJ6stKb6qsvF2jLhrz48Vi4bb2l5ub/+nx7k9cr9NWFBdfU1J8jVpdmFrJPM/a+r/s7Hqnp+cjhvEmvoVhuMl0Sl7u93JzzjWZZiYVxuK4iN2xcWDgm/6BNS7XziPHAiMxaY9xltky12KeazbP1WpKk6o5y/q9vjqv94DXW+/3H/IHGo/sjXg0GEYolVlqVYFCkaVS5SoUmUpFtkJpVSgy5XKLQp6Zcu/I75SCof59JBoM4XVGvPF43yfORrFz31VZ0w2E4hvvYKaOPmawR/kAG0QIZZAqMVfvGD6LAgAAEL1lr/tN+9c4wv5TeeH1mdPHpEyI9wEAAADpZDbNvvxSd+LM8Sih4wmOU5MueJcUj2dfY9Pf2zte57hvR8KazXNqqu/Lz7toNJlJxxAd6d+y9ca+vs/FlybTrCWL30425AFOvN6+z/bt+03iQFqFImtK1c8rym8dj6G7oVBXU/MzzS3PMYw7vlImUxTkX1pedstoehE6nVvbO17r6Hxz2KBaHKesWcvz8y/Ky71AqcxOqkyf/6Ctb1Vf/5d2+7oRJ79TKLIyMhZmZizOyFhkMs5KKrQdDLa5PXvc7j0e7z6fty4Y6jjuLjKZQq0qlivyVcp8g6FcpytRq/LV6gKFIivZzoPJ4jhaynjheMfAyShfPhjvi6HBpB3d0W8nr/zQOZiy5iJLlYsNHwgOIISKFIYW2o0QylfouiN+hFC2XCvG+zLIk/muBAAAafGFuxkhxCNhtjaVOTFGBPE+AAAAIJ0wjBAn6U/MU3nS43m2p/fjxsa/D9jXJa7Ptp5ZU3OfNWt5uiv4rZ6ej7duuzkSdYgvK8p/PHvWX2QyRbrrBY5lYGDt3n2/djg3x9eo1YXVU+4uK71pPEI2Xu/O+obneno/Suwcp9dNKS+7paTkWooypVZsKNTV1v5SW/urgUBz4nocp7KtZxYUXJqfd2FSKT44Puqwr+/p/bin99MRU/cqldlZWadZM5dlZi3VaSuklxwO9zhd212u7U7Xdo9nz7Duh8PgOKnRlOr1U3TaSq22TKsp1WrLVKrcYDAk5ufV65POz8vx0WjEGWVcTNQViTrFRL0s62UYH8N6OY6OsQGWDXAczcaCHBfhOJrn2Vjs+GOcE6u98kpG+vYTSjalEXPshrnBU+iKDMb7ghyzxtuOENITilP1RR+5Dol9/apUGR0RL0KoRGES430mcvB3B+J9AAAwtryxyDZ/D0LISmmma7J47vijf6SAeB8AAAAATpxYLNRw8PHm5n8nztUlw+WFhVdUVd45TqlRU8Pz7I6dtze3/Ft8SVGGeXP+VVh4RbrrBY7F7dmzZ889ifP0abXlU2vuLy66ajwGXw/YvzrU+JjHszW+BsPw3NzzqyrvTDlsLQix7p6Pmpv/3T/wtSDwCSXLrFnLi4uuysu7MKm5/2KxYHfP+x0d77jca4+McJGkzmo9Pdt6pjXrNJ2uSnIlObdnj92+wW5f73Rtp+m+o22JYYROW24w1BoMtQZ9jd5Qo1EXp/Cz4HkmHO4Nh3tC4c5wuIembWG6L0L305EBmrYlFblLzXh3MxxXMgzPprTdUZ+PG5wYId6/70t3S4SPIYTONZVTuGyNZ3D61HiODv3Q1xsaGSUuZMB4XgAAGFNfeVpjAo8QOsdUjo3d3LIQ7wMAAADACdLd8+HOXT9L7FikVOZUlN9aXnaLQpGZ7todRhD4zVuv7+h4XXyZlbl04YKX1eqCdNcLHFU06ty779ctrc/Hc++qVPnTan9bWnI9ho39X7w225f7D/z+8GkBdaUlN1RW3KbVlqVWZiTqaG7+d3PLv+I5YURG44ySoquLin6QVN5bjqN7+/7X0flmb+9niePlEUIIYWbT7Jycc7KtZ2VkLJDYPoLAuz27+/u/HrCvczg2Hi1dOEFojMbpYjYPo3GG3lAjw+VJtUM06vL62gOBlmCwLRhsC4bag8G2cLgPDY1FHQ0Mw8W0ReK0CeLsqEM1V8twatj28VTpxKQdzCvKV+i7oz6WH/zt6Ir6EEJBjnmwc4245gJLFS8IHzgbEEIYwpyxkLieG2p2Eg02FOTnBQCAsbXa0younGVK8U+IEUG8DwAAAADjzuc/uHv33b19/xtagWVlLaso+1F+/iUTMuWFsGPn7WKwD8OIGdP/WD3llxNkMkFwJEGINTb9Y/+B38eT1SoUWVNrflVe/uNkI01SOJxb9uy9z25fH1+jUORUVdxZWfnjlKcF9PkaDjb+X3v7K4kTySkUmcVFV5eW3GAwTE2mNXi7fV1r+3+7u98fFpIjCJXVekZezvm5uedLn+8vGGyz9X9l61/d3/9N4tSEcThOGg3Tzea5FvNcs2WuTluZ1C9LKNTp9dV7vXUu1wG/vzFMt454lKPBMFwhz5QrLHK5RU6ZFYoMijJTlJ4iDSRloCgjReoJUkPIVCSpIwjNhLzgnAi51GGJTWzRgICE6w69vz84gBDKl+u/Z67c4u/uZ4IIocWGwr1BG0JIK5N3RAZ/HOxQb9McCnKkAADAWNri6xYXTjMUj2GxEO8DAAAAwDiKROz7D/y+ueXZ+NRmZvPceXP+YTLNTnfVjmr3nnuamv+BEEIImz/v2dKS69NdI3BUAwNrduy83eurF1/KcHlV1c9rp/6aIDRjfiyf/+Devfd393wYX6NSFRQX3Zmbc6XRmJHslHOi/v6vGw492df3RWLntazMpRUVP8nPuzip4JQ/0NTe/kpb+8vDst8ShNpqXZFhPr+y8jKCkNQzi+cZu2Njb9//ens/9fsbj9yAIDQZGQszM5ZkZS41m+dIn9GS42iPd7/Hs3cwm4evITFV0dHIcLlaU6RS5alUeWpVoVqdr1TmqJS5CkWmQpE5qUfanjDZ8sEgnRwnonzMxgR+37HmfUcDQkiBE+/WXKGWUR8MJe6Yp83b4O1ACM3V5q7zdSCEChUG11Belxw5xPsAAGDMBLhoQ9iBECpRGq3UWP71AvE+AAAAAIwLjqMPHvq/+oZH48/zFGWaOeORstIfTuS+cvv2/67h4BPi8imznoJg34QViTp27767rf2VeKQsL/d7s2c9lfJw2mMIh3v3HfhtW9t/44OFlcqc2qm/sWZdzjCpTaotdPd8VFf/J5dre3yVDJcXFf2gqurnRsM06QVxXKSr+73mlv8kdjlECMlkipycFUUFV+Tmnh+LyYLB4HFzlbCsr7f3s66eD2y2L48Mw8lweUbGIqv1DKt1udk0W+IoYJ5nPd59YioPl2uH398Yb8MRyWRqna5Cr6vUaiu0mhKNpkSjKVapctHYzWd09KoysaFBrKL44N+TQPZQpzwdQTmYWF808IeOwXRJz1deNFeXhxD62HlIXKOVDQaai5XGr71tCKFZmuw9QRtCiMRkZmlRYwAAAFJs8/dwAo8Qmq/LH9uSId4HAAAAgDEntLQ8t7/uoXC4R3yN41RlxW21Ux9IKp3oiXfo0P8dqHtIXJ4x/eGqqp+lu0ZgREJr64u79vwyPvBTp6s6Zfb/5WSfPeZH4ji6rv7Rg4eeiA11bqIoQ031vZUVdxCEKhgMIhRJqkBB4Ds736xr+JPXWxdfKZdbKsp/XFHxU6XCKr2oQKC5sfkfbW0vDxsAm2FZWFJybWHBFfG0HrHYsSrJMO7Orne7u9/vH1jD88NT0Br0NTk552Zbz8jIWCyxeyDDeAfs6+z2dU7nVrdnT+Ig5WEoyqDX1xj0Uw2GqRRVTBIFCkV2Cvl543iejUTs0aiDjgxEo85o1BmNutmYn2X9MTbAMB6WDfBCjGE8SOAZ1ocQYln/sUOQIhynVl4ZTa1WE0E83qfEKYTC/FCU/L6CJSuzpiGEDoQGmmkXQmimJruJdg1tPPi0OENr/dzdjBDKkWtxbNxjrwAA8N2x1T/41/I8bd7YlgzxPgAAAACMJUHgtmy7qa3tv0MrsMKCS2fM+JNWU5ruqh3HwMDanbt/IS5Prfn11Jr7010jMIJo1LVl2409PR+LL2UyZe3U31RPuXs85mVzODZt2XZTfEArjlOlJddPn/aHlNPL2O0bdu7+mdu9O75GoymunvLL0pLrj9v5LpHHs6+u/pGu7ncTE/iqVHmlJdcXF1+j01ZIKUQQOFv/V62tL/b0fMTxh0WyZDKlNeu03NzzcnPOU6sLpZTG86zDsbHP9mX/wNdu9+6jRdA06iKjaTCVh8k4Q6X6ti9DMBiMRCQFTwWBo+m+YKgzFOoIhTqDoU463Beme8V0vWOS1uNIE7lXshTZQ2PEyIQTOddc8XDxGeLyp67Bz/kFlqqX+/cihHCEBbjB+G+Z0iym8c2GyfsAAGBMbY/H+3QQ7wMAAADARMXzzMZNK7u63xNfZmQsmjXzsQzLwnTXS5J9B34rRgqqKu+YMf2P6a4OGIHdvmHj5pXxfqM5OSvmnvK0RlMy5geKxYK799zb1PzPoeARVlx01cwZjyTGp5ISCnXu3nNPZ9fb8TV6fXVN9X3FRT9IKn2w07n1QP3Dvb2fxaNaGCbLyVlRXnZLbs65EmeyCwbbWlpfaGv/b7wlRRRlysv7Xn7eRTnZZ0uMP4bD3X19X/TaPu/v/3rEmfgU8gyzea7FMldM6EFRpmSbjqZtPl+DP9AUCLT4A02BQHMw2H5kP8RkEYQax6l4fl6ZTHG0U46xAV6ISezbOGFlHTEnVIXK/PqUS+Od9TYPzRY/T5v3YMcahFCNOvNAaEBcaSHU4kKePMWkNAAAAEYkXmlJTDZDk0Qffykg3gcAAACAsRGLhddvuKTPtgohhGH4nFOeqSj/cborJdXAwBq7fQNCSKXKmznzsXRXBwwnCHxd/SP7DzwoJn4hSe2c2X8vKbluPI7lcGzavOW6QLC0mkpuAACAAElEQVRVfGkwTJ0/7zmLeV5qpcViofqGRxsOPslxtLhGoymZOeNPBfmXJtVlzO7YuH//7/oHvomvIUldRfmPKytukxiFFAS+r+/zxuZ/2GyrEjsGEoSmsOCy4qKrsrKWSgw+er113T0fdvd86HbvOvJdlSrfal1uzVqekbEo2Y69sVjQ4awLBOq83jqfr97ra5CerpcgNCpVnlKRpVBaFfIMudwil1vkcjNF6glSS5I6ktBSlEEmU0pPMHLSyCAHA3bxsbhPla7QE9+2w/ZAD0JIjhOBoc6e83R5rwzsQwjlyLXhoQBrkcKQ7lMBAICTR5BjOiM+hFCZ0iTHxzhAB/E+AAAAAIyBaNS1dv2FDscmhBCOkwsXvFxUeGW6K5WEfQd+Jy7UVN8rw+Xprg44DB3p37z5Glv/avGlyThz8eI3JY5aTQrPM/v2/67h4OPicFQcJ2uqf1U79dc4TqVWYE/vJzt23h4KdYovCUJdPeXumur7koo3uT179u17oLfvf/E1crm5qvKOyorbJU6IyTCutvZ/b9z8ajDYnrAay8xYVFp6Y2HBZRLTGbtc2zu73unu/iAeDI0jCFVW5mk5OStyss/Sasuln10sFnS5dzmd2+z2bR7vXpruSIxFjgRTq/M1mhK1ulCjLlKrizTqQqUyR6XKI4b6oIEjWUgVhjABCRRG/F/ZCiulPc/87W9QZ8RrZ0IIoeka6+6ATVyZI9dF+RhCaLYmpyPiFVcWQrwPAADGTkPILiABIVSjTnGqkGOAeB8AAAAARisQbF2z5lx/oAkhJJMpTl38Tm7u+emuVBJs/avjnfvKSm9Od3XAYfr7v964+apIZHBcYWXFbbNmPTEeMVmvt27Tlms8nr3iS4Nh6sIFL5uMM1MrLRjq2LHz9t7eT8WXGIaXFF87Y/ojSmW29EL8/kP79v+2s+vd+OhdpcI6ZcpdFeU/lhih8/sPHTz0l7b2V+K9CxFCcrmlrPTG0tKbJMZMPZ59HZ1vdna9dXi4ECGEtJrS3Lzv5WavyMw8VXoQMxhsG7Cvczg2u1zbvb76Y6TLIEmtTjfFYJiq11VpNWVabblWW/Yd7J03ehQu0xKUPxZ1xkJ35i0Y9u6OQK+4MEebu8U/OLBXNjTUd5Y2pxPifQAAMA7qww5xAeJ9AAAAAJhwGMb71eql4XAvQogk9ctO/SAr67R0Vyo5dXWDs/VNrfkVhBImlOaWf2/f8VMxHkRRhvnzni/Iv2Q8DtTV9e6mLdeImWQxDK+q+vmMaX9M+cPQ3vHatu0/jsWC4kuLed6cOU+bTadIL4HnmQN1f6yr/5M4fhkhJJeba6rvray4TeLMeqFQ174Dv21vfyWxu5zFPK+i4ieFBZdLOTVBiHV2vXvo0P85XduGvWUyzcrPuyg/7yKDoVbiGXFcZMC+tq/v876+L8TvBo6EYbhSWWQ2zTKbZ5mMM/T6aonZQlITi4V4nmEYL0ICx0USQ6KJSMqAIQzDCLW6YPwqM36ifKw76newISOh9MeibpbmBWFYjt1dgT5xYZYm+6X+PQghA6GwRQY/wDM12f/t3yMuF8oN6T4hAAA4eTSE7OLCFFXGmBcO8T4AAAAAjEpb20tisE+tLjht6WcGw9R01yg5ghCzOzYhhBSKrNLSm9JdHfCttva/NjU/LHZts5jnLV78pkZdNB4HOnjoqd17finGxdTqwoXzX8rKWpZaUTzP7Nx1Z1Pzv8SXFGWcOeNPZaU/TGqqPrd795atN3i8+8WXJKmdUvWLKVW/IElJqRJYNlBX//Chxr+K4UuEEI5T2dmXTJt6t9k8W0oJDONtaX32UOPfw+HuxPVm0ymFhVcUFlwmPQzHsr7e3s+6ez7s7fs8HgBNpFEXmS3zLOZ5KtVUOVVOEBq9Xk+So8q2zPNsJDIQCneJeXujUVc06oxEBiJRJ8O4WTbAsn6W9R1v4PBhMEx21Q9io6lVurxpr7v+0PsIoXy5HiEUE3g/FzUQhwV864ceOHUyRYhjEEJzdXn7QoMDe2dps3/XMThxJMzfBwAAY6iZdokLEO8DAAAAwEQjNLX8W1xavPD1SRfsQwiFw71iFyqDYSrM3DdhCAfqft3U/JT4orT0xnlz/oXjo4oBjXwYgd+1++eHGv8mvszLu2DRglckhtWORNN96zdc5nBuHirtwvlz/6NQJDFCR+zWV9/wKM+zCCEMwyvKb51W+3u53CLxdNraX967736aHozUEISqsuL24qIfx2Iak8l83BJCoa6Gg0+0tr2YGJvTqItKS28qKrxSqy2TeCIM4+nqfr+r653+gTVH5tI1GqZlZ5+VmbHEYpmnUGSJK4PBYCQSSbbNo1GX338oEGwNBtuCwbZAsC0YbItEBpKK5UmR8hyOaWciBzuEEkNBZ0+MHhbvEx84MYQ52JC4Zo429689WxBCZlKVJ9e10G6EUBal0RFwkQQAgDGTMDuqfswLh3gfAAAAAFLX3/+N338IIWQ0TMvIWJTu6qQiGOoQF8Z15CCQThC4bTtubWl5Vnw5Zcpds2c+npBWdMxwfHTzlus6O98SX5aV3jxv7j8lJqg9ksO5ef2GS8VAG4YRM2c8Uj3l7qSq7fUe2LT56ni3Po2mZMH8F7Iyl0quwJadu+50uXaILzFMVlpyw7Ta36tUuZFIJBgMHnv3QKClvuHRtvZXEsNzmRmLq6p+lp93EYbJpNQhFgv39n7S3vmGre8LbijNq4ggVNnZZ+fmnJeTfY5KlZtaI8diQY9nn9uz1+er8/kP+XwNkYg92UJkMgVBaEhSR1EGgtDIcArDCJLUIoQIUosnfABYNiAIMQEJLOOVTdpkIMah0F58CK83dlhclRcE8YEzW645EBqcKDOH0gY5BiE0XWPtjQbETn8VyuOHjAEAAEgnzo5qJJR6Yuznk4F4HwAAAABS19T8T3GhouIn6a5LiuK5UzUQ75sAeJ7ZtPmazq63xZc11ffOnPHoeBwoGnWtXXfBUF88bOaMR2uq70m5tNa253bv+ZkYKZPLzYsXvZFtPTOZAoRDjX/bs/e+oRG4WGXFT2fOeFRiwtlIxL57zy/b2l+Jp/XIylp2yqz/MxqnS9nd66uvq3+ks/OteN4MHCcL8i+dUvVzs3mOxPrb7Rtb217o7Hp32KBdijLl5Z6fn39xtvUsglAl27CxWNjt3uV0bXW5d3k8ewOB5uN23JPJFGp1oVKZrVblK5W5KlWOXJ6hVGTJ5Ra53CyXWyZvT73UmIaaXRj8dCAPe9hMhb2MP8LHEEJlSvOu4OBEfvEJ/qarrU1hp7hcroJ4HwAAjBl/LCp+ATMenfsQxPsAAAAAkDKa7uvp/RghRJK6osKV6a5OikLf9u8rSnddvusEgVu34ftiTlsMw6dU/WnmjNRjcMfAMO4vV5/q8zUghGS4fMGCF4sKf5ByaQcP3d/ZNdgb0WSatXTJ+0n1FeU4esPGK3p6PxFfajTFC+a/KL1bX2/vp5u2XMswnsHd1UWzZj5eUHCplH1jseCu3Xe1tD4XD6LJZIqy0puqp/xS4ikIAt/Z9daBA3/w+Q8mridJfX7+RUWFP8i2np5Cl0mf/2BPzyd9ff+zOzbFM5YcSSZT6nVVOl2VTleh0ZRoNCVaTYlSmZPs4U5u8fG8saGf8rD+feJYXYRQscLwtr0eIZRBqnujfnHlNE1W09D0UuXQvw8AAMZOxzinPod4HwAAAABS5HRtF2cZKyy4TBwNNxlFo4OPsnI5PMqm2b79vxkK9hFzTnnWZDx/PI4iCNyGjVeKwT6KMiw99UPpwbUjtbY9FQ/2lRRfM2/uvyXmzxXFYsE16y4YGFgzWELJdXNm/036BIINBx/fs/c+MVonkymn1txfPeVuiWmF7Y6Nm7dcFwy2iS8JQlNR/uMpU+5SKqwSj97d89G+fb/2+urja2QyRW7OeUVFK3Nzzk0hu3EweNDW/7HD+Zn/8OjhEEyrKTGZZhmNM42GWr2+Wq0uSioRyndTfDwvO9R/c1i8r3PogdNAKGieRQjN0FjjA3una6wv9+8Vl2E8LwAAjKGeqE9cKBif1OcQ7wMAAABAiuJxDYmjDiemeLoAmu5Pd12+07p7PqqrF4fuYksWvZGZef5xp5xLzZ69v7L1f4UQIkndmWesMxqmpVxUV/erzS2Dw41nzvhTTfV9Se3Osv5v1p7rcGxCCMlkigXzXywqvFLivhwf3bb9R21t/xVfWrOWz5/3nEZTLHHf/ft/23DwSXEAL45T1VPumlJ1l/SQt8u1fdeeX9rt6+NrDIap5WU/Li5aSVHGZJsxEGxtb3+lrf31YLB52FsKRWZmxpIMywKzeY7ROCPlVCrfZXKckONElI8x/GC8L8AdNrViXzQgLsQH/E5RZ3zmakIIyTC8SmWJx/5q1EkknwEAAHBs9qEUSVZKMx7lQ7wPAAAAACmSDz3Yx8cSTkZqdYG4EAp1pbsu312BQPPmLdeJ089Nrbm/oODSFFK1StHV/V7DwScQQghhC+a/MJpgX1/f53v23i7WeUrV3ckH+wLfrFkhTiBIEKqlp34ofco/hvGsW3/xgH2d+LK87JY5pzwtMX+x339ow6YrPZ594kuDYeqiBa8YjTMkHjoYbN+77/6OzrficwXq9dXTan9XkH9psl3tWNbf2fV2W9t/7Y5N8dIGa6Wvyc+/JC/3fJPpFOjBN3o6mdzBx8RJ+hBCYiKOuAF2MLAe5llxoUCub6c9CKEShVGJk3UhO0JIgRNlSlO6TwUAAE4e8ZToGdS4fHEO8T4AAAAApIikDOICw3jTXZfUqVWD85SFwp3prst3VCwWWrfh+yzrQwhlW8+YPu3BcTqQx7MvHlWcVvu7gvzvp1yUy71z/cbLxanlsq0X1079Y1K7s2zgmzXnDAX7NKct+1T6mOJgsP2bteeKebFxnDxl9t8qyn8scd/Wthd37Lw9FguhwRkS75o+/Q8yXC5l31gsVFf/8MGDT8UT7yqVOdOnPVhacoPE7L1xDufmpqZ/dnW/x3GHJY7QaKZkWy8sK1tpNtUm9/MYNY6jh5KlIIQQw/qQwJOkDsMIauhCN3npCLmDDUWEeP++w+J9/cxgvC8+zleOEzwSEEI16kwnGx5gggihanWGDGKvAAAwdhxMWFzIIJPOZyUFxPsAAACMKZoWuBhiGMQwiIsJERrxAmIZFIshQRDEDjsCj+I9d2KswLKHlSAgFAkf5yjKw26KmNEkm7843Wf+XUSRBnGBYb3prkvqoH9f2m3ddrPXewAhpFYXLF70RrLBI4kYxr1uw8ViqCsv74Laqb9JuahgsH3N2vPERLRm86m1U59Oqg8ax9HfrI337FMvX/ZZZuapEvf1ePZ9vebsSGQAIUSS+qVL3rNaT5eyoyDEtmy9rq39FfGlWl24aMErmZlLJB53YGDNpi3XhsM94kuC0NRU3zOl6hfJjuW39X+1e88v470LRSpVXknxNVlZ3yeJQoSQTjsuaQoZxuPx7vf5GkKhzlCoMxTqijKuaNTF81GWDRx7XxwnCUJz2fedk7SzoZ6QI4T4oXwdw/v3DcX74gvRoZ6ANerM/cHBiQ6mqrPSfR4AAHBS+bZ/Hwn9+9KBbzzI7dx6jA0wuRzhCTf+wUdQDFMqEUKIpBBBIIrEZASiKESSmEIprsSUSqRQoqFU9wAAMHHFYljAL/N5sXCY62jFwiEhFEJ0WKDDiKYFOowiNIpGBSaKotHRHy0FeFEJxPvSgqIMCGEICTRt+3/27js+jupaHPiZur3vatW7ZFtyr7iBAZsOCYGEECCkEiC/9OSl5yV56ZWEl568BEICCQECMc2AMTbu3XJV77ur7X132v39MdJalm01S5Zkn++Hj5mdnXL37mqkOXvvOVPdlvHT64soiiVEyhUuQBeTx7OpveMpAGAY7ZVrntZonJN0oiNH/yeRaAMAs3n26pV/vZDAzd59n8hk+gDAYpm/aMFfaJof0+4NR/9HzdnHsoZr1r00+mCfJCW2vv1uNdhnMJRefdWLVuvcUe574uRXO7v6g32lJe+6YsUfR59or6dn49a3360Of6MourrqI/Pnf2v0ZT1Uohjdf+DzzS1/yk3dZRhdackdlZXvz3dfS1F0IpGY2EncghDp828LBHaFw4cj0YYLCegriijL6Rka7AMAy5m1U4bk7+sTkgBAAdWViQEARzG5lFJ1elcued9cTN6HEEITKij2D3Fw4Pi+KUFCAeXIwUk8gVZLaXWg1VI6PRgMlN4IRiOlN4DRRFmtlNFMsSzQk/ItN0IIDaUoJBwigT7i7yOhIImGSSQC0QiJx3I3CvLYj0oAJvubDeL3X+SuQiqa5i3m2dHYiXi8JZ3xjvX+f5qgKNZinhWJHksmOwUhxPOYoOqiOtLwTXVh0cIfOhzLJ+ks6Yy3qel3AEBR7FVrn7mQsg++vrd6el8EAI3GsXLFMwBjq0wdi508fuKnAEBRzNVX/Wf0wT4A2Hfgs/F4EwCYzbM2XLtZpysc5Y7NLb/t7Po/9aRLl/xiVu3HR3/Sjs6nt++4R63E7XAsW7HsN3b7krF2mt+//e0d9yST/VPmzaba2pqHKivvH0dxj+GJYtTjfb2vb6uv761IpIEMjGg7D4rnrSxrpGmO5200zXHsGRnTZUWQpKQ61XeShp1eHAbmjJB0Sj5jWH1ISgOAmdV4xDgAFGlMzemQ+tRsveuV7v4iKouMBVP9OhBC6JKSy66gjsKecBjvG0lkkhOQZzLq7DZynuc5AFajEewOyu6k7A7K4aTsTirPTdnwbgQhdKFIKkm6u0hvl9LdRbweEgqAPI6AHgAAMEz/gGVChhzkIgxjpvST8p0YGg23e100dgKA9PneKiu7a6qbM052++JI9BgACYUOjnJ2JJoQvb0v+wM7AcBgKB19ErpxOH78R2qquMqK+yyWugs4Ejl06Mvq0tz6r2q1+WMdkrZn78cVRQCAmuqPud1Xj37Hru7nm5v/AAA0za9Z/eTog30+35uHj3xBXV688IdjCva1dzy5fcd9ahnfwoIbrrry2VxV7tH2F5GPHvvekYZvq7kOGVozb97X6+u+SFETeRuSTHZ097zQ3f2Cr+8tRRHP3oCmObN5ts0632qdZzRWGAxlBn2pTpd/UX5HTT3jkHjfmV2kpu0zM5qolAGAQo25MRVQn6rR2/fFewGAAmqxcbQfOYQQQqORy65gGONEgVHCeN8IyAXeQ1IUsCzFcoRhKY6laIYwNKhzARQZZBkEkWTTIIrDHSObJZ5e4uk9Y61WS7sLqPwCqqCIKiqli4qBmcHfOiKELhoSCStNp5TmRtLRSsKhkXfgeMpmkzU6hWFAUTgAyKQgmSTpFCiDxk2MO1A4EZRYdArPfplz513V2PQbAPD1zeB4n822CNr+CgCh8AGM911MRxr6S3PMq//aWGfFjl4m42tqVgf3MfX1Y6uiO0RH59NqgNJoKK+tfTidEse0e3vHk17fZgDQavMWLhhDiY9M1r97zwPq8oL537bbFo1yx2SyY9vbd6mxtqqqD82Z87kxvdjtO96vBvtKit+5Zs1To6zskZNKdW/fcW+ujrDNOn/16r9bLfVjOsiwx+9pa3+ivePJIQkBVUZjRZ5rrTvvKrt9scVSN3kfsOnPwJxRu3nw+L60IqrZ+vRM/41hIW86GPcAQKHGRAHVmA4CQKXOZufGFupFCCE0vGQu3nfmVXqiYLxvBFR2FN/ZDjNXjRAQ+1PRk/MM4qMMRnC5KYuF0huBZYGiQFGIIlNZgWQycixCxWOQSg7dLZNROtqgo63/IcvRxSVUcSnlcPb/Z3NgBBAhlKN0tCkH9irNp0jgPFNfKYqyWCmni3LmUa48yuEEoIm3V/F0k64O2t9BEwLnH4w8+DhAU6AQICNveyEGX3op86Qkd0ej4XZfrabw8/m2THVbxs9uX6wuhEKTmcQDnamn98VAcDcAGAxllZX3T96Jjp34sSSlAKCi4l6zqXbcx1EU8dDhr6nLCxZ8h6E1AGOI94lifP+Bz6vLixf+aExTWffseVDNGJjnWlM35wuj3EuWM1u33ZnJ+gHAal26bOmvRn/Gru5/b99xjxooLC29c+3qJ8c6Iq+n98UdO+/PZoMAAEDNqv344kU/Zs5MJDduHs+m4yd+4vW9MWTGrkbjLCq8qaBggzvvKr2+ZELOdQkwMmcEageP78vV5OUH3l8Tq0krIgDU6pwHEx6ZKACwxISD+xBCaIKp4/t0NDdJ1c8x3jcCkkyOvNGFzQMgyQQkE6S3+9zHZjliMDCl5aDXA8sBAIgiJOJKMACZ9OntJFFpb4X2QYnGaZqyWClnHlVQSBUW0QVFlMuNEUCELjuyrDQclLZtId1n5SmnaSovny4qpopKqaJiurAYeB4AiKdXPrhP3vU28fed97AMQxnNwPOgyJCIk8FlOggBeXIjfarBl14ymu9m0OTQavPUFH7R2MlsNjB5xRYmld22iKJoQpRw5PCFHw2N0omTP1cX5s39+uSNvZLlTFPTbwGAoth59V+9kEN1dj2jps+z2RaWl9091t2bmn+XTvcCgMu1urLy/aPf0e/f3tn1LACwrHHVysdGXzXi5KlfBkP7AECrzV+04M+jH50nitEdO9+vTowtKX7nmlV/H2uwL53u3brtTrXEh0bjXLniT8XFt425x8+jrf1vO3berw48VJlNtcXFtxUX3eZyrZrRifYmydD5vIPq80al/t/gzEAVwdzHq0Zn3x/vn2C0GJP3IYTQRFO/fZmkwX2A8b4RkfCk5e8bZQZ7SaSiESUaGbqeZSmXG4xGiqIhmyHBIMmkzthAzbsfDkHTydO7FBTRFVV0VQ1dUQ2aSUkJiRCaLtJpeec2eec2MniuK0VR7gK6ZhZdXUtXVgN/+jpAolFl19vygT1DswcAAEURu0NyuIjVpqUpCPiVnm4SPf/lkWEoliMAIApnzPk9hzMvhacfja3IB22YlBr2aJSczivUFH7h8OEZOhmW48w6XWEq1Z2ItxCizNwqnDMIIUogsBsAeN5aWTGG4NdYRaJHJSkJAIUF15tMNRdyKL9/h7pQX/df4/iQ5Ka1Llr4gzFd4no9r6oL8+Z+zWisHP2O3d3/VhdWLPuLRjOGcjqdXc+KYhwA8t3XrF3zD5oe863IiZOPqME+l2v12tX/0OuLxnqEYdqWC/ZpNa7y8rsrK94/jhIilxUd3X/Tx1CUTEhakXJPRQfG9+U+kdLA8PxqnWNvvEddXmqasHcQIYSQSlBkANDQkxWXw3jfSCZvzMgFZgeWJOL3gd+XG0VDGYxgd1B6A3AcZLMkFCCR8BkZtSSJdHXIXR3y1s1A03RxCVUzm5m/mMrH7+sQurQQIu/fLb/8H5KI59ZRdgez6kp60VLKOLSUpNLeKr+5SWk8OSQ2R+UX0LPq6VlzKKMpefgAfeo403xKOTt+xzCUzQEaHjIZEomALIEsk/Ok8yMANMMQICCrxznzUkidY2lUr1gYWwotNLFy1Q+iseMzNN4HAAZDWSrVLSvZTMan0+FvxkkXjzdKUgIAbLZF4wgnjV44fEhdcDiWXuChgqG96oLLuWrse5NAYBcAMIzO6Vgxpj19vjfVhaKiW0a/VybrV6dL6/UlLteVicQo5qwMaGt7Ql2oq/vCOIZeimK0qfn3AEBRzKor/jyBwb5gcO+Onf31Q8pK37N61V8v56x8o6cfGDzCUoxMpMygeF8uW3zut3sun1SFzvaY7yAAUEAtxfm8CCE00WRQAICetMpRGO+7qMY2XmX43WgGlDNup/vnBasPdHq6upa56lrKmQeJuNLbTTw9pLeHxGP9WyuK0tkBnR3yG69S+QXMgiX0wiWU3THVPYQQulCkt1v699NKLrknAF1ZzaxeR9fNBXroaBSl8aS8+VWlrWXwSsrlZhYvoxcuoWx2pblR3vW2cvQwNyTMx/FUfiGl15Fkgng9JHCemb8sBwwzeJQfBXCOUODAVW6cF0kAisf7vamUy74fiRyb6raMn8FQ5vdvB4BEsh3jfRdBKNyfKnH0pSfGJ1fJwWZdcCHHIUSORI4AgEbjMBjKxrp7LNaYzQYAwOFYNqb4piSlgsG9AKDV5lnHUlm4t/dlNbddcdHNY7q4ptO96lBErTavIH/9OPrqVOP/imIUAEpL77zAMZWDJZOdW966TU3FWFR0y5rVf5vYIr+XMB2di/dRWYBzxvukgUyIIbF/zlC51tKWjgBAgcZoYScm8SJCCKEchRAYlE5hwuHvyItqnG/jOXcbHOzTG4BmIJU8vTKdUhoOKQ2HAIAqLmXmLWTefQ9lMpNgQGltIi3NSmsjifZP8SNej+TdCK9upMsr6WUrmUVLMc0fQjNSJi29slHevT0XXKOra9mb3kEVnSNhuXLyuPTaS4OT+lEGA71oGbNoKVVcSlJJZcdWec+O3IVCRQxGtn4esBzxepT2FnL2WD9eAzodJWRJOg0AIIkgnWvkHUUDBaeHE1JD/j9mmL9vag0e3zfVbRk/o6FcXUgmO1zOlVPdnEtfrjSK3T7J8b6BnIw228ILOU40elyNNDns4xknqFb1BYCxfrr8ge2ykgUAd966MV0me3peVBeKCm8e0xlb255QB9CVl909joCaLGdOnfpfdbl+1KVFRiSK8S1v3ZrOeAHAap27ZtUTGOwbPX0u3gcMgJgeVK8jF+8TBu4j+gbifWZaq25ZprFO9StACKFLkEwIANAY75sy0zPJHcOCfPp7uVz1XrqkjCopJ36f0taSu8cm3Z1SdydsfpW9/hZm5Vpm2UpYthIAiN+nHD4oH95P+nzqlkp7q9LequzZwd73YcpknuoXiRAaG/GJ/1OaTqnLlMXK3nI7Pf/cd9HKsSPi43/MPaQsFubKa5kVq4DrHyUn/voR4ved3sBoEuvnZ6tnKQVFlo3PKCfPjOnodHT1LLqyWjlxVGk8CUJ2SLUOymCk8gtBq1GOH+0v2kuUURT6BQAAhjmdZFASQTz3vF3K4Zrq7r+sGQylHGcSxfiMHt83KN7XPtVtuSycDsNZF07uicJHAIDjzEZj+YUc5/SAxIFqzmMSDO5WF5zOK8a0Y1/fVnXB7V43+r0IUTzeTQDAMFq3+2pJGv2u0NH5T3WhovyecbzS9o4n1ahcQcF1E5hWb//Bz4UjRwBApyu8Zt3LHIdl2ccgN59XHUWSkQeP7+uv15EdiPd5hBgAmFlNTOl/qkSLvY0QQhNPvSNiYLLSRmO8bySTFmo9/xnhHLfBLAdEOZ2MT5YAgHI4KYeLBPwkFFBXK10d0N3JLFrKf+FrpM+rNJ5Ujh0hoSAAQDYrvfCMfHAf9973U04XqFP21t/ArL+BeHrkQ/uVQ/tJJAwASkeb+Isfsfd9mC6rmKJORwiNB0kNKtrD8cCe9wpP0meW9+E0Z2xMCAzdgCMsR6nTgdPpIUejOJ7ieWDZcyc8pSjQaoHngRAgY6nbq9XCQDp8SqsFigKBISwHQhbOnhF88a/V6AwUw+hFMa4oM3igJcv2V31RiwygyabW0AAAjWZS04kQWU4BAM9bLzB3cq7BPG+/sNc7thrWat0MANBq88bwsomsjkbkOSvLGiRpDJ9qdSouADWm2iA5ghBRF6zWeePY/fyH7S8S5Xav0+uLJ/DIl4Pc+D6GpgBAAZJVJDVDfGpgrF+WiABAARUU0kBBmcbam+3/7JVqMN6HEEITT/27ZNTjIMYMy8+NgLI5zt33o3pHxvW25XbSak/Pq5VEkGVKq6Mra2Ag1z4JBpTGE6Dh2TvvZm96R38OfkLkA3vFX/6IxOPsze/kv/jf/Ce/QM9b2L9LV4fw6I/Veb6nX2NBEXvjbfyXvsnd92HKYAAAEo+Jv/ulvGfnlPU7QmjsuHs/RM/un1ZJAn3iY38Qf/eo0tZ89pbMkhXsre+iLNbcxtJz/8x+7xvSs08pLY1ACPfAJ5hFy4Drvz0g4RC3fYv+r380/vpnYLbSs+so2+nbXRKLyvv3SM88pXS0A8tROt0Z0TdCSDCgnDiqHD86tteTyUA6pf5HwiESCpJEHNIpOFclkPMmEEQXhSQlMpk+ABhfdGCayGT96oJGg8NFL4ZcyCaV6p7M81DqiVKpXkLGMsjtLLkRoIlE2zh2N5mq1YV4rHFMO1qtc9WFSGQMV1Ga5mzW+QCQznjH2sPuvKsAAID4+raM45WWlrxLvYXp6PgnIco4jnBOCxd8l2F0ANDe/vdezysTddjLhHag+CNF+n9B50bzJeX+eJ9atNfI8OoNaKnW0pPtT/xdqDGN4WQIIYRGh6cZGJROYcJhvG8EJJM+93fBo/qGeKSNzh7KR9Gn98pkQJYJyxK9MdcYpbUJshm6ZhZl7b/ZJp5e6V9PKl0d3EOfYa+/RZ2OR5JJ6Z9PiH/4FQn4qaIS7t4PcR94oP/ePpMR//ZnaeNzQ++ZKYqeu4D7xBeowmIAAFmWnnlSenXj2MbjIISmDmV3cB98kPvIw1RBfxE9pbVJ/O0vhZ99X96xFTKDxuVRFLNmHf/F/2bfe1//jzwApFLy7h3i7/9X+O7X5Z3b6GVXaL78LfZdd9Glp9PSU6mk0nBQOXmcRMKUw0WXllIO1xllQCSRpNOnrxsUBQw7wuA7MsLjUWEnsbgnGlE80aq+cUZj1VS3ZfzUWgoAoNVivO9iMOhL1YVkqvPCjjSqExEipVK9F3KcXDg7kWgdx+5m0yx1IRY/NaYdc6PkIpGGMe3ocCxXF9RyH6OXq7Lt9b4xjldqMJS5nFcAQCrVpdbAmRBmU+38ef+tLu/a/ZHcKEI0GqfjfQM3GtmB8Hcul19algBAx/RvWaKxeIT+8X2FPOb5QQihicdTDAAIBON9U+WCK1eQYVbmSlHm7oWJ0v/kwO9aSpKoVAJomrJY+u+ZRVFpOgVill68jHL1z+xQGg4Jv/wh8Dz/6S/StbP7V7Y0Cj//gfz2FiCEnjOX+/QX6VlzAAAIkbe9Kfz65yQcGtIwymbnH/4Ms2iZ+lDevEl69ilQJuy7WYTQZKNrZvOf/C/2jrtzWTiJzyM9/6/sd78uPfOk0tF2OhjHMMyiZfyn/ot74P/Rc05X7yWJuLxzm/j7R7Pf/6Zy9Ag9dwF374fFdRvkkrLToT1CSNCvdHaSoB8UBTiOMlsok3noNZMQkKVzfG0wOAI4NBg4rjLmQnaqO/6yloj3l3g2XRLxPg2P1eovBoOhv5RQMjnJ8b6BWroXGFg0GMspioZxx/vM/fG+aGyM8T7LXPW8Y4/39f85FwyNMd7nvla9FI8v3gcA5eV3qwvtHU+O7wjnVDfn8+qLSqV6Dh3+ygQe+ZKnG8jfd3pcwUCJ3tTA+D6RyDBw8wkAJRpLby7eh+P7EEJoEqh5FbLKBc0/GAbG+0ZAGS/01xs1zMrTYb6Bhdy9tJpGl+eBZgAAFIVEo0BRdM0sdRuSTCoH9lJGE3vL7f1FRbJZ6T/PSi/8i/vww+x739/fckmU/vOs9Py/AIDSG7gPPshuuFG90ybdneKvfkYS8aGN4zj2rnuZa6/vb8iendK//znV7wNCaCxomlm+kv+vr7PvuJNyF/SvFAR5z07x1z8X/uer4t/+LO/ekZsDS1fVch94gP/ad9h33UVX1Zy+EImC0nhCeukF8Yk/cW+/CYIgz6qjFy6lq2cPns8LACCKJBYl8djpgcM0DRyX++piqIkeOExptVPd6Ze1eKJ/2vgMn887EO8bY3o1ND4G/UAYLtkxuSfKxfsurBILQ2vUqcGJZDsZ+1fxJlOtGraLxU6OaUeWNRgNFQAQT7RIUmL0O+bifX1jHGSn1eZZrfUAEIs3RmMnxtFXZaXvoSgGADo6/5mYuAI4FMWsXPEnmuYBoLHpt1u33dnreXUCpwxfwnQD+ftyNx+n433KGYWwmIFNSrSWXP6+Qh7jfQghNPFwfN8Uo+xj/qOfrq49fYN9xhN0bpJdPwL0vAWDx7lQJjOzbFDVNkGQ3nMvcQy0QVGo0gruoU/nRtAoHW3MFav5z3wZdLr+NS3NQAizaCn3ua/kknMpLQOZYiiKWX8j+447+88fj+WK8575sin2upuZpf0tUVrPkf8LITTd8Rpm1ZX8Z7/MPfgpeuGSXEUOkkwoRw5Kzz4l/Pg72W99SfzTr6VXNyrHjoAgMCtWcw98gv/Kt9l3vpuumwda3emjSRLj8zAnjiqH9inNJ0k4BCxHWW2Uw0VZLLlMf6cpCojiGZXEJxNJjOEeGE0sSUo1Nv5aXbZa6qa6OeNEiBIIqOVTKb2+aKqbc1nI5bPr6X1xHOGzcZyou2fjBR7KbJ4NAIoidHY9O9Z9WVavBsRjsVO+vrfGtK9aEZgQ+djxH45+L4t5jlpapK9va1f32L67LSjo/973rbfemRv6Onparbsgfz0AZLPBV15Z7vO9OdYjnI/VOm/e3K8CAADp7Hpm85s3PP+f6qPHvjfJWSBnvNx83ty3bbl4X/TMWi4D+f2giDd5B8b35fPGqX4FCCF0CVJTKGRkSZmcLGoY7xuJJI5hY44FllOaG4nPM/QprR44lngGJY6hacpmV44eyY1zoQxGsDvkfbv7N6AoZukKZudWKtj/ZxZVXErXz5Oefap/BA1FsTe/E4CS/v10f8VMimJvvR0oCgiRX3+ZRCPqidgbbj193nRafntLfxNqZtMV5557RcIh+ehhdZlZt36q3waE0PjRFVXc3ffzX/k2e+u76MrqM6bcplJK40l58ybx8T8KP/hm9uufF375Y2njc5BMMgsWc/d/lPvAA+z1t9C1c8Bw1t/6kkgiYRL0k2gUxDMvlTQNNH0xa+ZSJhx6MGWOHvuOOn7Hbl+S15/mf+bx+janUl0A4HKtwvF9F4fFUqcmmIvHm7u7X5i8E5UUv5PjzADQ2fnMBc4drqr8gLpw9Nh3x5FstLbmYXXhwMH/GtPuc2Z/Vh0bePz4j2Ojng5MUXQu4d2Bg59Mp8fw2uvmfN5gKAWAWLzxzbduVUv9jsnSJb9QQ+eZrP/1zdedOPmzsR7hfObWf6W+7kvqewoAiUTbocNffe75slc3rT5x8ueTPVx0htKdP953KnVGPFceSONTpDH7hCQAGBnewPBT/QoQQugSZGa0AKAAScjCZBwf430jIKEAUBQwDDAMMCywHLAssOy58/qJ0tD4oFbXv2UmBdn+t5DS6SmbHRSFhEP9wT5eQxWVknSatLWoayibnVmyTD60n+rorwHHrFzLrr1a/OOv+oOGPM/d92Fm+Urxsd8rJ48BANA0e8fdzBVrAEDa+Jy8fau6I/uOO+n6+QOvh4hPPUYCfvUU7N33n/uGnBDp6b+p2f3pOXNzA/0QQjMXZTAya9ZxH/uk5ls/5D78MHPVerq8Uq3wc5ogkJ4u5dB+6bWXxCcfE3/3S/Evv5dee4n4fYrNLlVWS1W1VM1surSCdrkpvf68J1MUUJSLWe2HhEIXfhA0DrF444kTPwMAiqKXL/1fNSQxE7W1Pa4uVFa8f6rbchmZM/vT6sLxkz+dvLNwnLmy4n4AIERqbPr1hRyqrPQ9JlMNAITDh3t7x1witrbmITWIFgzu6ep+fvQ7Op1XVFd9BABkJbt33/8b/Y6zZ32iuOhWABDF6KEjH1GU0X6NrdPmX7PuZZ63AUAgsOvtHXePtbqx2Tzrxuv3uJyrAIAQaf+Bz729/X2SlBxrp52NothFC79/x+29K1f8yelYoa4kRPEHduw/8Nnnnq94+dUVDUf/x+/ffoEVmS8lp8f3DfxqVuN9CiGN6SAA2Lj+tBjSwPxoJ6cPiCkAyOMNU918hBC6NFlYjboQOXOo9USZqX+XXzSUwwWEgCyDLIMsgSSCJIEkDS1ue3oHmtJo+5PuAUAmfXpLiqJMFmBYkk6dLpSh1VFllcBQpKcT1DLMWi2zbCUwjLxvD0gSAIDByN11L4ii+ORjkEoBAGW28A9+iioqEX7zC6XpFAAAy3L3fkidCyy98p/cCD72xlvVCKBKevkF5eRxAABew33gY5Th3L+/5e1vKS1NAEAZDOwd753qNwEhNKE4nq6dzd50G/fQpzXf/hH/6S+xd76PuWINXV557muCopBwiO7uZFub2ZZG0nRS6WxT/D6SOnO4B8NQLAccByxLMczFHNwHAPRA+gJ0cZHdez4mK1kAqKn+mNM5U78ckqRkZ9dzAMAw2rLS90x1cy4jZaXvVuNffv/2QGDX5J1o9qxPqsHopubfX0jIiaKY+jlfUJcbjv7PWHdnGO38ed9Slw8d+sqYolGLFn5fq3EBgMf7elv730bf5CtW/FGnKwCAaPRgw9Fvjf6MFkvduiufZxgtAHR3v7Bz14fHmilPpyvcsP7N2poH1YftHU++umlVPD4xWWJY1lBV9aEbrt91842HZs/6lJpaEQAASDC45/CRb7z62pp/PG17c8vNJ078tK9vmyjGL+R0M10uf19uylhaFgGgMxtV63UU8RZ1vQgKAFBAyURRK3jkcTiZFyGEJoWF7f+uJSpPSryPvfBDXNpIwA8sS6nfhuUidwxLARCaAgIApD8q17+DQrJnvlUMC3o9ZNIgiiQeza2m9AawWInXQzoGqrzRNDN3oSJk5H27+sfFUJSyYIk0q456/WUS9PdvVTOLves+0ueV/u+3/dU2eJ57/0fpmllAiPTyC/Jb/cXU2JtuY646PRVXPrC3/ymK4u66j8o/V5JBANLnk175T/8Rbr8rV+ITIXQJommqoJApKISBzKEklSR9PuL3kVAQImESDpFohEQj5/2SI0eWCfRvc/HG9Q0gqQkYM4LG6tjxH/l8WwBAq3UvXPC9qW7O+HV0Pq2WQSguuo3nrVPdnMsIRbGzaz+5/+DnAeD4iZ9cufZfk3Qik6m6sPCmnp6NghBubXu8tuahcR+qsvL+I0e/nUp1+wM7fb4tBsPSse1ecd+Jkz+NRI5GYyeamv8w+pbwvH3Roh/t3PVBANh/4LPuvHWjTDSp1eatWvnY5jdvIEQ5dvwHNuv8srK7RnnSvLy1q1f+ddv29xIit7Y9DgDLlv6S4yyjf700zS9f9huHfdmefR+X5Uw4cuSlVxbPnvWZ2poH1SjkhbPZFixd8sjSJT/3B3Z1dj3T1flMrkKIJCV6el/q6X0JACiKNhjKDYZSg75Uo3VpNU6NxqXROHneyrFGhtUztIbjzBR1xgweQmRRjElyWpEzkpzOc60ZewOnBZ5mGIqWiaLAGeP7Tqb67y/yeAMkAQAERQYAM6sJSunTTyGEEJoE1ly8b3LG92G8bwRUnhskaei9qywRABjm5pfjKa2WiCJk0iBLEI+dforlKLcbMhkSDEDuBpWi6JpaYFi54eDpdH7ufObGd2SPHuaffoKoqTRYlr3+FmbNOvnN16TXXwZFAQDKZOY+8ABVXAqyLP37n/Kenf3nuf6WwcE+5XiD9K+/9z+1/gZ67vxztzybFf/6RzUVF71oKT1v4VS/Awihi4rSG6jySig/s8oqIZHeHiUWo5IJE01RyQRJpyCVOv1vOg1ClmQzkM1OTbOdrqnuucuLJKX27H2odWAO7NIlj8zcMFkm6z90WE3/D5WVOJn3Yquu/uiRo98WxVhn1zOtbY9P3nzq2bM+1dOzEQAOHf5qYcENRmPF+I5D03zd7M/tO/AZANix6/61azYDjCH+RVHMogXff/OtWwFg3/5PG42VhQOVMUZUVXl/a9tjPt+WTKZv0+trr716U64UyfAK8jfU1nzmVONPCVG2bb87FD64cMF3hwS2zqe09M4V4m937X4AgLS2Pe7xvr5s6S9LS+4YU6dVVX3Iap331rY7UqkuUYw3HP32seM/KCt9z+xZn8wVEb5glMu50uVcuWTRT8Lhw17fG17v5j7/1tywPkKURKI1kWgd9wk4znLXuyMT1NopoKXZpCxI0D9IM61IAHBiIN7n5PpzdGTVeB+jUSfzDn4KIYTQxMrF+8IY75sSI+eEYlngeYphgACIYv/gPlEg4pkJFzmOsjtBlkgwQHoGVRDTaJjZ9SDL8vEGGMiPC1ode9U1wPLSP//KDMyYo9wF3HvfDxaL+OffKY0n1JV0aTl774cpi4Uk4tIT/6e0tfQ36vpbmGuuy51EOXpE/Puf1eE59PxFzLU3nOfVEvHpv6kVeymbnRso44sQutxRFBiMikYLrjzG4aCGn6ubThNJBFGEbBZkiajVhDJpIIQIWZAVAIBMSh1hQITsGSMHs9n+zAajpNECTQMAZbNPdR9dRuLxpq3b7gxHjqgPa6ofKC+buZkfyM6dH0inewHA4VheWHDDBR8QjQ3HmefN/fqBg18AgN17HrRa5qq1aCdcQf61BfkbPN7XBCG8bftd123YxtCa8R2qpuZjzS1/jESPJZOde/a8b+mSZ+mxHKqo6JbS0js7O/+lKMLWbXdce80mNcndKFBXrPjjq5tWZzK+RKJt02trr7nmVZt1/mj2nFv/zVC4we/fBECOHf9hMLRvzeon1QnCI6qu+ogsZ/cf+KyiCOl079ZtdxYV3bJ08c9HGW1UORzLbr7xwO49D3Z2PQtAFEVoa3+irf0Ju31xddWHy8veN4HfGdhsC2y2BXNmf5YQKRDc09e3LRQ6EAofSCTaLqQS9IQkH5xCOppNyoI8MCk7pYgAcDTZ199prE5dUOfwWliNX+h/vXkcju9DCKFJkat+7hUSk3F8jPeNgLKPdA8pSecYANi/MwUWK8VrIJUgicSQor2Uw0nlF5KgXz584PRaXsOsuYouKJQ2vUT8/b+AgWGYtVez62+QjxyS//grkuz/KDArVrHveDcwDOnuFB//4+lqvLfdwaxcmzukcvSw+Pe/9Af7Ztdxd913vrxa8pbXlYZDAAAsx933YdDht3kIobHT6SjQ5R5d1DR+aPJ1dD69a/dHRDEGAAytWbLkZ7mSozPRiZM/V+f6saxx9aq/jnLEE5pYdXM+Fwjs6ux6RpbTW99+90037FPLREw0avWqv7748qJ02hMM7j1w4AvLlv5yfAdiGN1VVz3/yqsrstlgKLzn2PHPzpv7qzEdYc2qv20R472eVyUpufnNmzZcu3mUUU6Tser6Ddve2HxdItmeznhfe33d1es2jiZcSFHs4oV/7fU82nD0uwDE633jpZeXrF3zD5dz5WjOO6v24273ut17Pub3bweAnp6NHs+mObM/Pbf+q7k6uSPSaJxXrv1XNHr85KlftrX/Va35Gwod2BM6sP/A50tL7igqvNtgWDqBZX8oinU5V+X6hxAplepNpbuzmUBWCGazgUymTxRjohhTFFEUo7IiDAnqseo8X97K0BqWNRCizNyqRGoKP3FgeEFKFgCgIeFTH5rOrMBrZrW5+bwOHN+HEEKTo4A3qQue7KQkmZ2O8b5oNPrkk0/u2bMnEok4HI6VK1e+973v1eun6DeNONpCZgAANA16A8WxICskkQBFhkh4SCiQslgodyGRZdLRSoKB009wHLNiNZVfoOzdJW7elFtNKqvF9TcadXrxD79SBmr1glbH3Xm3OtlWPrhPeubJ/nbq9dzdH6BrZ+d2VxoOiU8+1h/sm1XH3fdhYM/9pivNjdKmF9Vl9vZ3U0UlU9PhCCGEpiVRjO3d94ncHF6DofTKNU87HMunul3jFwrtP3joy+ryFSt+bzbVTnWLLlvUqpV/iUaPR2MnEonWHbs+sO7Kf0/GlwVarXvN6idff2M9IdKpxkddzivKy983vkOZjFVXrX3u9c3rFUXo6f2nwTBr0cKvj353muavXPuv199YHwjuFsXo5i03Xbdh6yg/gSZTzfXX7XjjzesjkQZBCL/+xrWrV/61tHTkORkURc+f922HY/mOne8XhEgq1bXptSsXzP92fd0XRxPDslrqr9+wran59wcPfVkQwooiHDv+o9bWxxcu/F5lxf2jj4JZLHUrlv920cLvNzX/obnlD2r5DllOq8P9tNoCt/u2mur78t2rJvwzQFGswVCqloi5DOkYFgaV300pokLI8ZQfAOycjj5zNICJ4YMD83kx3ocQQpPkdLxPmJR437T7hioYDH7mM5956aWXAoEAy7I+n+/f//735z//+URiUsY3jiyTBgBgGeB4SqOh9HpKo6E0WtDqQKsFljtjY0WBRJyEwyQWPWNKGk1TzjyqtAzy3CQWUxpPkJbGXJUPypXHXLOBWX2lcuSg9K8nc0E9Kr+Q+8jHxdvuZA7uFR79cW49XTuH/9R/0fMWQjolPfuU9NTjarCPKijkP/GFwcE++eC+08G+OXO5+z86tMEDSDAg/e3P6oRiZuVaZulMrbGIEEJowhGidHY98+JLC3LBvsKCG2664cCMDvYJQmTb9rsVRQCAqsoPlpfdPdUtuqyxrHHt2qdZ1gAA3d0vHD32g0k6kTvvqgXzv6ku7977cCzeOO5D5eWtXbb0UXW5qfm7PT3Pj/UlX3P1S1brXADIZHyvv3FtLHZqlPvqdAUbrt2sZr6T5cy27e89eeoXoyyVVFx0643X77XZFgAAIdKhw195483rYrGTozszVVP9sXfc2lhb85A6GDad8e7c9aGXX13W3vGkWqp7lHjeVl/3X++4tXHDtW9WlN/LMP2jwjMZT0fH715/Y82/X6jad+AznZ3/Uqfbowunju8jA5+TlCy2ZcJJWQCAeQZ3Qj4jE5GZ0ZyO97G6sZ0JIYTQ6Ex2vG/aje/7/e9/HwgEKisrP/e5zxUXF7e2tn7/+9/v7u5+/PHHH354KmYMGYwAAJIMII+p4iSl04PBAAwLmRSJxUigb+gWvIaZNQdMZtLbLb/5eq5MBwBQDhdz1bV0UYm8/S3+8P5ccivKYmVvfRc9byHIsrx9q/z6y7mSlPT8Rdy77wF+YCh+OiU9/4x8cG//s3XzuHs/BMy5pykpne3SY39QD0WXV7K3vmsK+hkhhND0Iwjh1tbHTjX9Sh2DAwAMo1244HtzZn96Rs/VTqW6N2+5KR5vAgCzeXYuaoOmkNVSv2L577bvuBcADh3+KoBSXfW5yThRfd2X+/q29XpeFcXoa69ffe01m6yW+vEdqqb6Ab//YGvbbwlRtu+8WxD9Y6r8y/P2a69+9dXX1iYSralU98uvLlu+7NcV5feOZl+Nxrn+mje2vf3uXs+rhMj79n+6s+uZK5b/3myePeK+JlP1Ddft2n/gs41NvwEAr/eN/7w4r6ry/nlzv24wlI3m1MuX/bqm5sF9+z/t870JAKHQgbe3v0+jcVRU3FdT9VGLpW7UfUC53evc7nXLhEfbO/7e3PLXUGi3GrhMJNpOnnzkJDwCAAZDmcu5yulcYbctttkWcpxpfO/XZU5Pn/Gtf0oRG5L9k3nnGtxx+YxwrYnV4Pg+hBCabLn8fb2Xw3zeaDS6Z88enue//OUvu91uAKiqqvrKV77y6U9/euvWrR/5yEd4nr/gk4wNyWQovQEIIbIEong6KscwwLAUBcDxwLJA00BRoChEyEIqBYSQdArSqbMPSFltVEERcDzxe2U1Wd4gdGUNs+YqAJC3vyU9+9TpJxiGWX0Vu+FG4DXKyePSi8+pVTXUp9jrb2auvDaXlU85eVx65kkSi/Yfc95C7u77zxvsO3JQ/OcT/SMErTb2/GFBhBBCl49gcG9j02/aO56S5XRupc22YPXKJ9QRSTNXJNKwectNqVQ3AHCcae3qp9RhZWjKVZTfEwjsPtX4KAA5dPhriURPVeU3J/wsFEWvWvXXV15Znki2p9O9m1678pp1Lzqd45zZMG/u92PxpkDgDUKkPXsfjkQali75BU1zo9xdpyvccO3m115fl0i2i2J8+477vN7Ny5Y+OprPJMeZ1l31n917PtbS+mcA6Ovb9uJLC+vrv1xf90WG0Q6/L8Noly/7dUH+hp27PyIIIUKk5pY/tbb9tbLy/rn1XzEaykc8u806f8O1mzu7njl48IvxRAsAZLPBkycfOXnyEadjRXn5+8rL3qvV5o2yH3jeWlvzcGHB+yORFq/3+T7/C6Hw/tyzyWRHMtnR3vGk+vaZjNV2+2KbbYHZPMdqqTcaKzDz5mjomTM+lklZ3BvvUZcXGws2Bs8YXmpmNG2ZsLqM8T6EEJokdk5nZjUxKds6cMmdWNMr3rdt2zZZlhctWqQG+1SVlZWVlZWtra379u1btWqU9csmDGUw5sbQnUGWQZYJAGRHmrxAUZTVDhYLRTMklSR9XhIZ+l5SFgs9bxHlLiTdHdIzT5Lk6TMSllPmL9Ktv56yOZSjh+Xtbyntrbln6Vl17C23U3kD3ZXJSBufk/fu7H/Icez1tzBr1p23QMfbW6SNz6lBTKqgkPvAxyjTaJMuI4QQuvRks4H2jqdaWv8SCu0fvN5uX1I35/NlpXdS1PT6y2GsvL7Nb219lyhGAUCnzb963UZ1YiOaJpYt/QXDaI6f+AkANLf8JpH0XLPuHzQ9wV/3ajWuDevfeuPN62KxU4IQen3z+rVr/llUeNM4DkVR7OKFjx87/rme3qcAoLHpN9HYiSvXPK3ROEd5BIOh7MYb9u3c9cHunv8AQEvrnwOBXatX/81uWzTivjTNrbzi/woLb9y375PpjFdWskcavtna9vjSJY8UF9064u4lJbfn5a09euz7jU2/luWMogjNzX9obf1LZcX759Z/1WisGPEIpSV3lBS/o7v7P80tf1RHGgJAILg7ENy9/8DnCgo2VJTfU1L8DpY1jvat0RaVlz+8YMGXBaG3z7/N79/pD+yIRBpydXUJUWLxxli8sb2j/3txhtGazbPNphqjsdJorDQZq4zGSr2+ePRR18uE4cyKHHE525jqzyS+3Fz8ZF/D4GdNjCYsZdRlG6sd3RkQQgiNWaXWdijhDYqpsJS2TXT+hOn1V3tDQwMALFo09O+bxYsXt7a2Hj58+OLH+0AYQy4SAACapoxG0OqBZYEoJJ2GWJSEgxAOnj0dmHK66No6MJshFFQO7SeJLWc8a7YwK9em5i4gClEaDss7tw0OFFLufPaW2+naOf2PZVneu1N+/RUSj/U3pLSMfc+9lMt97nZKovTsP+T9e/o3rpvH3X0/XPThkwghhKYDRcl2dP6zre2JXs8rinK6UBXDaMtK311T8+BoCoBOf61tj+/a/VE1Z5/FPOfqq18azTgmdHFRixf9WKcr2H/g8wDE6/33m1tuvurK50YfMBolg6H0ug3bNr95Yyi0X5KSb2195xUr/lhZ8f5xHIqm+XlzHy0ouHL/gU8SIvl8W158efG6K/89ypK7AKDRONZd9fyJk48cPPQlRRGisROvvHrFgvnfqpvzhdGMXCsrfXdB/voDB7/Q3PJ/ACSRaN3y1m1FhTcvXfKIyVQ90qmdSxb/dM7szxw7/sPm5j/ISlZRxOaWP7W0PlZW9p66OZ8fMexIUWxJye0lJbenUl3NLf/X2vqXRLIdAAiRentf7u19mWG0BQXXlZbcUVx06+grLxsMZRWGMnV2syQlAsE9weC+cPhgKHQgnmgmA0UnAECWM+HwoXD40JB26XT5Ol2hXl9k0JdoNE71P602T8PbOc7McRaOM014KHk6M5wZAI1J2X3xXgAwMPwcvXNI/j4jw4cG5vNaMd6HEEKTplrnOJTwAkBLOrTUVDSxB59e8b5wOAwAhYWFQ9YXFBQAQCQSufhNIrICOgNFEWB5QhQqV9xWlgihKIoiikRJEhHF/ix7ikJiMYjFzndAymgCdz5lslI0KJ4eeefWwZn7AABomq6qZZYsowpLiLeX3fQideKYJJ2++6KsNmbdembFaqBpACCJuHLyuPzma6dTBLIsu+FG5spr1Q3OeklE6WiT/v1P4unPf8ysvZq9+Z3nGwOIEELoUpVKdff1be3ofN7jfVmSzsgbYjLV1FQ/UFX5gdEPU5rOCFEajn77SMO31dRgeXlr1135b563T3W70LnNmf1Zjca1a/eHFUX0eF9/7Y1rrl73olbjmtizaDWuDde++da2273eNxRF3LHzA5mMr27OF8Z3tKrKj5hN5du23y2K0VSqa9PrV61a+ZfSkjtGfQBqzuzP5OWtfXv73fF4s6IIBw99uaf3pZVX/NlkrBpxZ563XbHij1VVH9q79/+FwgcBoKf3Ra/vjTmzP1s35/MjRtn0+uJlSx+tr/vSseM/bG75gyxnCJHa2//e3v73gvz1s2d/urDghhEjj3p9yfx5/z1/3jf6/Nvb2//W3vFPQQgBgCxnurtf6O5+gaY5t/vq4qJb3XnrLJa60Zf0ZVljvvuafPc16kNRjIfDhyLRY9Ho8WjseDR6PJ32nLUTSac96bRnyFDlIWiaZ1kDw+jUGdA8Z4EzW0WIJIpxABCECMeZbn9H+6jf0GlnyHzegwlPWEoDwBJTIUPRiTPz9xkZXh3fZ2B4DT29bhgRQuhSUq3r/3O0+ZKP90WjUQAwGIamLDEajblnz3bgwAFpoNZtTjqdJoSIogjnQQaibMNsA2oRq3SSAACk4KzKZ2TQv+dGUcBxwLJAUSBJkM2SRBwS8XPsQtNUnps4nMDyJBISn/unOlN48B8dVFkFtXItzJmrhILynh3Q0U462yHoP6PWR0U1dcvtijtfkeVcoQ8AAFkmXR1wvIEcOwLRSP9KhqFufidZvko8qwPHZJSdOeUURRn+UzEdYGdOIOzMCTS4M6lp/PWAoigw3ndcHnzNHHWfDNMhamMAQJKk3PLUkqREOHI4HNofDO8LBHakUp1DNuB5W0nxHWWl73O5VqsVOabJJ3NwZxIypgJaEI0e27f/oUBwl/qwtOQ9y5f9kaK0k/HS1E/RNOm087mQzrxoSorfS4h+z977ZDkdDO7d+OKCFcv/lO9eP9Hn0a5d/fyuPR/s6noagBw4+F99fTuXLvm1RuMY5f6DO9PlWr/h2u3b3r49nmiSpMTWbXeWlrxn4cKf6LT5ozya2bTguvV7Dh7+QmvrnwCgr2/bxo311dUPzZn9X6OJvFsty9Zfu6Ol9Q8NR/9bEMKynDl67HsnT/2ysuKD5eUP0lTe8BdwjstbuOCns2d9/sSpn7a2/p8kJQDA433d431dq3WXFN9ZWnqX07FixFo9NusK28IVC+b/xON9tbPzHx7vy2rITFFEj2eTx7MJAHje7nSuynOudThW2GyL1Pq8gztz+HfNZrvCZjudclEQIolkSzLZFo+3JJNtyVR7KtWTTndJUmrY44CiCIIgAIwqa5Isp9Qf7dyP+Th+G4700oZSf0IlSTrfVSX3m0uW5eGvPHrqjHhfRyaiLiwxFIiiGJeyAMBQlEwIAOgpNiJlAMDCaCbkgqa+8Ol8zYGxdOZ0aCd25gS2EztzAts51qvclDQSplNnVvBWdeFUwi/a+puk/kIcX2cOfl3TMd6nRvcGGz7e9/nPfz521ni6efPmybJ8vl1yCCHDb6Nta7mg5B+EgCCAIJx3g/5QoAiKQrwe8Hrg7Kgiy8ol5Yo7H4Qss2Mb/e+nqUz67CPJLrdw1bVSRbXalepKOtDHdrQxHW1MZzslntEMYrGmb75dLiqBkXpp9Ebs8OlgRjRyprRzRjRyprRzRjQSAGLnH788fYyvMzOZzJi2V38HR6PREW/54vFJKbk1CiSd6U4kTsbjJ5LJU7HYkUSyKZcGazCa1ric1xYWvtvluo6meACIRqfpG51IJEa/saJkmlt+2t7xq9wk5arKT9dUfyWRyAKMMV/HWMyUH+cxdebFZzFftWzpM/sP3COK4UzG89bWm8vKHphV83Wa1kzsiepm/y9NWTo6/wgA3T3P+QM75tX/wum8dkwHSfYnX3YvX/by4SMfDQTfBIDOrn96vJtm1XyjuPje0Ze0rq3+gdW87ujxzwhCQFaypxofaWn9U0X5x8vLHmSYket4uJx3r1l9XWPjd3p6/06IIkmJxqZHm5p/k+++tazsY1bLkpEOoK8s/3pJ0f/r6v5Le8cfBMEPAJmMr6n5V03Nv9JpSwoL78h3v8NkGrluj9FwZd2cK2fPygaCW3y+jX3+V0WxP7ImCKHe3o29vRsBgKY5k7Heal1iNi+ymOcbDDXJZHLEg5+JYuhqs6nabNoweK0oRjNZTzbrFYSAKIYFISiKIUEISnJcEhOSnJDlpCTFAECWk4NTGQzBMHqa5mmKH/yjPb7fhmN9aeotXyKRGPGqkk6n0+n0MBuwYn84lQKKDLrbmM/Yo9FoTM4CAEcxMpEAgGSySVkAAAvNT+AFbZpfc3JG7MzpADtzAs2UzsxkMmP9Y/XiG/sFfGpMn84sVvpzJhyM9kTNZ1xvx9eZ0zfeN3xYfUrir8Q4yfUrzhOyJQwLGi3QFAgCJWTZtmZoaz7HdhSl2BxyablUWS1V1gBF0dEI4/PQPg/j89DeXursyytFyYXF0ux6sX4+0WA+DoQQuhQoipDN+tKZrnSqPZlqS6XbU6m2VKpFHaFzThTFmIx1NtsVdvsqp+Pq0cQRZhZ/4LXjJ76UTvePYdRqC+bM/qE778apbhcaA6tl2corNh058mAkuh+AdHT8LhjcunD+74zGORd+8ByKoufM/r7JVH/i5FdlOZXN+vYduLu05AOzar/JMGOuTMpxliWLn+zo/ENT8w9kOSmKkaPHP9vj+Wfd7B+ZTKNtdl7eDWtsy5qbf9DV/QQhkiTFm5p/0NH5x6rKz5YU3z9i1jmec8yt/3lZ6Uda2x/1ep8nRCJE8nif83ifs1gWlRZ/qKDg9uHDphxnq6z4THnZwx7Pcz2ef4TDO9SUeelMV0vrIy2tj+h0ZW73zfl5N1ssS4efmUvTmjzX9Xmu6wmRwuHdwdC2cHhnJLpfUfpj7ooiRmOHorFDue1NpjqzaZ7JNNdonGU0zB731HuOs3CcxWScPeo9iFrMBwAoip3wrJFTK5e/j6eYLOm/AaGBWmUoAoCELAIAR9H9t7+kPzxtmejwOkIIocHqtU4aKAXI0Yx/wg8+veJ9Vqs1nU6fHcVUI+4227mTj9xyyy1nh2Y9Ho8oilrteeNZ2WyWEEJRlEYz3K8xRhnb9K5xoYCmgJAzpuXKEqTOc5PG8aSgUCkqBaeTGExUNk0HA5pTx7U7t0HAP2QQXw7hOCivVCprlNn1YLbQABP421vtTAAYpsOnA1EUCSH89C5Lgp05gQRBUL8Yx868cDOoMxVFGf7Cfj4sO7bfiTRNqx1yvvF9oiiqswY0Gs0wYwAVRchkegGA4yxnjwASpRghsihEZCUjyxlRjEhiNCsEBTEkZENZIZDJ9GYy3my2D0ZBry+zWRdbrYut1kU262KWNQGAJEmSJE3/d1btTJ7naXqEtF+pVFfD0f/yeDeqDymKLi/7cH3dt9TXO6lmVmcO/8mccupcG7tt9lVXvn7y1A8bm35MiJxInNi5+7q6Od+qqnxo9CPmRqO66iMF+VfvO/DRcHgvAOns+nMwtHXpkj/arEtH05lDPpmzZ326tORdhxs+5/O9AgDh8K4du66prPjo7Flf5TjLaNqj1RYtXvRobc0njp/8n97e5wGIIAROnPxKR+dva2s+V1py74hRP612icv1l1Sqs7XtN+0df1Gj/9HowYboJxqbvlVWdn952Qf0+vLhj1FV9YGqqg9kMp6enme7ep6ORPrT4aXTHe3tv25v/7VW43a7b3C7r8tzXTNigEynu7aw8FoAkJVsJHIgFNodCu8Jh/dlMqcT8ClKNho9GI0ezK3RaFxmU53RWGs0VBmM1UZjlV5XNknld7XakWsjqp/M8f2Yj/V3vfoTqtFozne63JQ0juMYZrgci3ZN/5c6OobJDgw4WGBwFxqsKVkUiQwA7EDoluX6fyHaON2EXNAURREEYTQX8CmkXsBhFJ05tbAzJ9CM6MzcjznLsmP9Y/VimlmdOX0+mVrQlmssrdlIWzYq84z63QwhJJvNjq8zB+8yvT4uVqvV4/GcHe9T15wv3vfZz3727JXf+ta3otHo2VODcwRBUKMqw2wDACLA5KdcIqCcd2AjYVnQG2ijidJqgWGAEBBFEglR3Z0wYjYojqeLiqmqWrqmli6tgEn7QOf+2B2+M6dcPB6XZXmaN3KmdGYikZAkaZo3MhKJqCGqad7OmdWZBoNhOgcIEomEKIrj68yxRgnVvxKMRuP5OkS95gCAXq8f5k+KUPjgptdHW8dzTHjeZrXOtVrqLZa5VkudzbbgnMNk0un09L82Du7MYf7YVRThxMmfNxz9H0nq/1vCblu0fPlvnI4VF6ed6XR6+v845zpTp9NN5zuHTCaT+3FetvT75eW3bt9xbyLRJsuZhqNfDATfWHXFX3S6ggk8o9G44KYbdhw99oOGo99WFDGZbNm6bUPdnM/Pn/9N5jyjnBKJRK4zOY4782h1G659uaPz6X37P5VOewiRWlp/09P7zMIF36uq/OAoq1UYjYvz858LBvceOvwVj/d1AEilOg8d/lRT80/r675YVfkhtdDEsEeoy8t7tG7OVxub/tDT81g80QIAWSHQ2PTTpuaf57uvqar6cEnxO4c/jtFY43R+ccGCL8bjzR2d/+zsejZXByOT9XV0PtbR+RhN83muNYWFNxYUXGe1zB3pBRot5g1lpf3Tb1OprkBgt8e7Ixw5FIseEcTg4E2zWb8/+5Y/8FZuDUWxBn2xwVBmMJQZDOVGQ5lOX6TXFWq0Lq0mb/SVQMYnm82Koji+34Y63cjxxMHU2zadTne+q0o6nVbvXYeJCaqcyf5JSxqazSU02OCoNhqNCaF/kAEz0HXcwC9Ep9Y4IRc0URQFQRj+Aj7l1As4jKIzp5YkSdiZE2VGdKb62xAANBrNWK8hF5PamWf/NpxWcp3J8/z06cwl5qJWf0QB0kLiq4ylACDLcjabHV9nCoOyyU2vj7XVagUAj2dojS2fz5d79iKj7CMkbCYT8uUyw1I6HWi0wDBAA0gKZFMkmQJFoSQJYlESi44mgyhlMFAuN1VUTBWV0kXFVF4+TOPgOkIIIQAgyoVmq+A4k15XrNMX6vXFJmOVyVhlMlUbjVWjrzlwCZCkZHPzH46f/Gkq1T3QLZYF8789q/bjI9YVRTOCy7nq5hsP7d3/ydbWxwDA49n0nxfr5s/71qzahylqwv6gpSh23tyvFRXeuH3HfdHYCUKkY8d/0Nn59KJFPyotedc4DlhW+u7CgusON3yzsfFXiiJmMn27dn/k5KlH5tZ/paz0PaP8cDocy6695jWv943DR77uD+wEgGSyc8/ejx858s2qqg/XVH/UaKwc/gg8by0ve2jxoq94vK+eOvWox7uJEIUQRS3HwXHm4qLbSkvvKCy4Xi2dcT4mU/Xc+q/Mrf9KMtnR1f3vrq7n+vxvq1lBFUXw+jZ7fZvh4Bd43upyrnK51uS51jgcS4c/JgDo9SWlpSV2+w3qlB2eT8bjDZHo0UjkWDR2PBo9IctnJKghREok2xPJ9nO9g7RWk6fROHiNneftGt7Oa+w8Z2ZZE8caOd7KcWaaYnneSlEMx5kBgOMsuRAhz1tlOSPLQ2cOiWKcgGI0lI/jMzBNmJn+EB436OflWmslAMSk/vAfNXBbIw1kerVx0+V+GCGELlULjPlP+48BwKGEd5WldAKPPL3iffPmzdu5c+fhw4dvvvnmwesPHToEAHPnjpwYeMJRFgvo9JA+b3kvCgC0WlD/SiCEUr++oJn+QhzqvzRN0TQAECAUIUQBShKJKEA2S1IpkCWQJbVu72ibxbKUxUZZrJTVClYb5cyjXHm0Mw/0Y84ygxBCaGqxrLEgv7/qqCBG1SRZAMBxJppiAYBmtCyj43grQ2s5zqjhHbzGruEdGo1Do3Ho9cWXWJKpsRKE0KnGX5089ctsNpBbWV5295LFP53YwV9oynGcedUVfykqvGn3ngcFISwIkX37P9Xc8sdlSx915101gSey25fcdOP+Q4e/evLULwhR4omWrdvucOddtWTxT+32EetdnN1sy9LFP6+p+uje/Z/0et8AgEjk6Nvb33fkyDfr679cUX7PKKem5udfm59/rcf7WkPDt/v8bwNAJus/dvwHx0/8qCB/Q031x4qLbx0+9ElRdFHhTUWFN8Xjzc0tf2hpfSyT8QGAKMba2p9oa3+CZfWFBTeWlNxeXHTL8POODYay2bM+NXvWp7LZgMezqaf3pV7Pq7mfQUGI9PS+1NP7EgBQFGuzznM6Vzgcyx2O5Rbz7BGjnDpdodlcVlR0i/qQECWRbIvHGmPxpni8MR5vjsWbkslOQs6RBZsQJZ3xpjPeifow5LCs8b3vmariSxPAwvbH+9iBYYlaml1jKQOA2EB8M1fHIzMQ77Oy03dkFkIIXRoWmwrVhV2xroeLlk/gkadXvG/t2rV/+tOfDh8+HI1GLZb+PzK8Xm9jY6Ner7/iiiumoE2KcjrYx2uGTokVRZBEGJQ9kGTOXX6InLkw8mA9mqasNsqZJ5nMik6vtdspgxHMZspgBIORMk56BiKEEEIXh8VSd+01r011K2akeKLl5MlHWlr/nJu9CwB5eWsXzPu2271uqluHJktZ6XtczpV79n2iu/t5AIhEGl57/eqysvcsXvhDg6Fsos7CMLoli39WWnrn3n2fCIUOAICv762XXllWXnbXgvn/YzJVj/WAFkvd+mte7+x69siRb0SixwAgFm/cueuDDQ3fqqv7YlXl/SMOglMV5G8oyN/g9W0+fvzHvZ5XAQghSq/n1V7Pq3p9UVXlBysr3m8y1Qx/EJOpetHCHy6Y/53unv+0tj3u6X1FVrIAIEmpzq5nOrueoWkuz7W2qPCmoqJbzOZZwxxKo3GWl7+vvPx9hCjB4J5ezyu+vq3B4G5J6v/7mRApFD4YCh+Ept+qHWuzzrfZFtrti+y2RRZL3YjfWFAUrY5cLoTT9XYIkVOpnmSyI5FsT6U602lvKt2TyfRlMn2ZjFcUJz4wd+FjsaeWje3/gNED8b4b7DV6hgOAsNR/L6MM3KNklf5YqmWkCeMIIYQu0CpzCUPRMlG2RNon9sjTK95nsViWL1++c+fOn/zkJ1/+8pf1en00Gv3BD35ACLn66qunJpn94JLBQnaCD86ylMEIRhNlMlEmC2W1gtVOWW2U1UrZHGpsMROPK4rCWEaV2hkhhBC6HPT53z5x8mfd3c/nhkMCUEWFN9bXfznPtWaqW4cmnV5fsu7Kf/d6Xtm371OxeCMA6ej4R3f383Nmf6a+7sscN2Ffi7qcq268fm9r22OHDn81nfYAkPaOpzq7nqmu+si8ed/QafPHesDSkneVFL+zp/fFhoZvB0P7ACCRbN+z96EjR75RVfWhWbWf0OuLRnOcfPc1+e5r4vGmpubft7T+RR1Yl0r1NBz9TsPR77pcq6oq7i8re8/wY/RomisteVdpybtEMdrT82Jn93O9vS+r0XNFEdXJufsPft5krCosvDE/f32++2p1Auw5URTtdF7hdF6h7h4K7fcHdvj92wPBPblZ9gAgy+lAcHcguDu3n9FYbrHUWy1ztdoqniszGKoARv67l6IYg6HUYCjNg7VnP6sooiCEskJIyIay2aAkJUQpLggRUYxLclKWUrKcluWMJCUVRQAASUrJynn/zufVCb+TnBZwsp0eqTdwc3OHq05diAzE+ySFAICWZhOyMHQvhBBCk8PCaucb3AcTnq5stCMTKdNaJ+rI0yveBwAPPPBAY2Pj4cOH77nnnqKioq6uLkJIaWnpfffdNzUN4jUjpvADANBo1Ux5FM8DywLDAs8Dw1A8D1o9cBzFc6DVUzod6PSUXt//7yhKgCGEEEJIpSjZtrbHm1t+owZKVDTNlZW+p27OF2y2BVPdQHRRFRbccMvNDSdO/qzh6HclKSHLmaPHvt/S8ucFC74z+oIYI6Iouqryg2Wl7z5+4icnTv5MFOOKIjY2/aa17fHZsz5VVvogwNj+nKMourjo1uKiW7p7Nh49+l018pXJ+o8d/+HJk49UVNw7e/ZnrJb60RzKZKpZvOjHCxZ8p6vzmcbm3/X1bQUAAOL3b/f7t+/d/6niolvLy+8uLLxx+ONwnEUdoyfL6V7Pq13d/+7teSmT9avPxhMtpxr/91Tj/1IU63Qsz89fX5B/rcO54nw1TACApjk19jdn9mcBIJ3uDQT3BIN7gsG9ofDBbHZwOQ6SSLQlEm09PRtzq7Rat8U822SqNhorjMZKo6HCaKzQat2j72Sa5rRa95h2ueTlxveZWM0GW1Ueb3iPqz9XUljsn58kEgkATIwmOpDRD+N9CCF0EVxlLT+Y8ADAW5H29+cvnKjDTrt4n8PheOSRR/7+97/v2bOnp6fH5XKtWbPmrrvumqriKcyS5cySiZxBjRBCCKGxCof3dnT+3eN9ThBCuZU8b62pfmBW7Sf0+uKpbiCaGjTN19d9qbLi/kNHvtba+hc1d9uu3R85eeoX8+d9s7Tk9gkpqwYALGucP++btTUPHz323cam3yqKIEnJo8e+d/LUo6UlHygrfWA0Q9LORBUX3VpcdKvH+/qJEz/p9WwCILKSbW75U3PL/7ndV1VXfbi05I7RTPJlaI0arYvFG1tbH29tezyV6gIAWU53dP6zo/OfHGfJz7/B6bjBYrlj+MGPDKMrKX5nSfE7CVGCob09PRt7el8KhQ6qQ8IIkfyBHf7Ajoaj32YYrcO+1OVa7XKtdjlXajTOYQ6r0xWqh1UfplJdodDBcORQOHwkEj0aj7cMycSXyfgyGZ+v760hbdPri/W6Qr2+RK8v0ukKtNo8na5Qq3Fpte7LqjzR+JhYnqVoiShJWdi09OHBT+XG92UVWd0ytwbjfQghdBFcaS1/pHsnAGyNXtLxPgCwWCwPPfTQQw89NNUNQQghhNBUikQa2jue6uj4RzzRMni9yVQ9q/YT1VUfusxrlSCVTlewcsWfZtX+v/0HPuvzbQGASKRh67Y7bLYF8+d9s6T4HRMV9dNq85Yu+cXsWZ8+fOQb7R1/J0SRpHhr26Pt7b8rL7+nvv4LFvOcsR6zIH99Qf76SPTYyZM/b2t7QlayAMTn2+LzbdnLf6Ki/J6qyg/Z7YtHcyizqXbhgu8smP9tr29za+tjXd3PqZNzRTHa1fWPrq5/HDnyoNu9rrj4tqLCm4fPdUhRtNOxwulYsWD+/6TTHo/3NY/nNa/vjXTao24gy5k+/9tq2RAAMBornY7lDsdyh2OZ3bZw+B9Mvb5Ery8pLr6t/1BKNhY9EY0e7/MfisVOJVMtqVTrkIK8ACDL6Xi8KR5vOk+DGY3GoRYy4jUOnrfynIXjzBxn4Tgzz1sZRscwOp63MrSGZQ0AFM9bAYDjTKOp70yILIpxdZcZigLKwmqDYiokDe3b8MAaNX+fidFEBtZYMN6HEEKTb62ljAZKAfJauOXCj5YzHeN9CCGEELqcRaLHurqeae/4RzR6fPB6imIKCm6YVftwYcENEzVbE10y7LZFG659s6vruYOHvxKLnQSAcPjwW1tvt9sWzZ37tZLid07UZ8ZorFi96q/19V9qaPhWZ9czhCgKEVrb/tza9peCgg2zZ31qHJ9Pq6X+ihV/XLjgu41Nv2lq/kM63QsAghA51firU42/sljqKsrvrSi/x2AoHfFQFEWrMURJSnb3vNDe/qTH+5osZwBAVrJqZQ+Aj9tsCwoLri/Iv86Vt2aYmbkAoNMVVFa8v7Li/QAQiRz1+t7w+bb0+d8eXBE7kWhNJFrbO55SG2Ay1dhti2y2RXb7Ipt1/vDzahlaY7MttNkWOp23ZTIZALBYzILgSSRa44nWRKItkWxLJFqTyc5MxkcG6sYOQYisFuu4wDeX562SlFKT+g0x0+vzAoCT0wfFVFjMSERhB31EA2Jq8GZWVpur4GHnMPsQQghNOienX2ou2hPr7sxEjyR89TrnhR8TMN6HEEIIoemBBIP7Orue7ep6NhZvHPKc1bIoP/9dBQXvcufVsiz+9YLOq6Tk9uLi29o7nmxo+B/1gxQKH9y67Q6LeU593RfLy99H09yEnMhqqV+75p9e36FTp37e0/sPRckCEI9nk8ezyWyqnTXrk5UV7x9r5RCt1j1/3jfnzf16T+9LzS1/6ul5UZ3oGo0eP3T4K4ePfC3Ptba8/H2lJe8afv6simUN5WV3l5fdLYrxjo7nOzqfDYbeFISI+mw4fDgcPnzs+I9YVp+Xd1Vh/nVu99VW67zhI5VW61yrde7sWZ8CINHYSb9/hz+wIxjcE42eyEXiCFFisVOx2Ck1/AcAGo3Tap1ntdRbrXPN5tkW8xytNm/YtlMGQ5nBUOZ2Xz14LSFSOu1LpjrT6d50ujeT8afTnkzGl8n6s9lAJuMXxegFvq25/jnbTK/PCwAuznAKAgRISEzn8Ybc+iHxPgur9QkJdTmX9Q8hhNCkusVRuyfWzdNMQxLjfQghhBCa+WQ57fVt7unZ2N3zopp0bDCrdW552XvLSu8CcGez2XGd4dInirFkqiuZbE+nvdlsMFeWVI19SHJaHdsFADTNcaxRViia0jGs3mQsNOgLNRqnRuvS6wqNxsphqq/OIBTFVJTfW152d1v73xqOfkedARqNndix6wOHG/67bs7nq6s+PJq8eKNhNFTX1/20uvqLfX1/b2n9gzq+LBZv3Lvv/x06/OWK8ntqqh8cayUZimLU1H7ptKe17fG2tr9GoscAgBDF1/eWr++tPXs/nu++urT0zlEG/jjOVFx8p9V6g91u8fvf7u7Z2N3zn9zEWElK9fa+3Nv7MgBoNA533lVu9zp33tUWS92wsT/KYp5jMc+prvowAIhiPBQ+EAzuCQT3hEMH44nW01VgAbLZgM/3ps/3Zm4Nz9vM5lkW8xyTqcporDIZq0ymKgB+pJ5h9fqiYUoYEyJls8FsNiiIUVGMikJUEKOCEJGkpKJkBCEyuCyvrAjqfGdCZFGMDXNeltHRjJaimAv7sEyZF4ON3+/cGpUy3MBL8IvJ4eJ9jOak5AcAGigzoxnLqRBCCI3TPXkL6vR519mrTIxGluULPyBgvA8hhBBCFxkhSiTS4PO96fG+7ut7U5JSQzawWeeXlNxeWvruXJXSeHxmT6ObKKIYi8UbY7FT0eiJeLwxFm9MJjuGGZE0VhqNw2ioMBjKTKYaq7XeYq6zWOZMVGjsIqMoprLi/RXl93R0/OPo8R9EIg0AkEx27N33iYaGb9fWPlxT86BOmz8x/cbnza3/7/nzv97e/veTp34ZDh8CAFGMNzb9trHpty7nyqqqD5WVvmes4VSdrqC+7ov1dV8MhQ+2tf21veMpNX0eIZLH+5rH+9qevR93u68qLrqtuOhWo7FiFH3Cut1Xu91XL1n803iiRR2N6PVtzkW7stlgZ9eznV3PAgDP212uVS7nSpdrtcO+jGX1wxyZ40zuvKvceVepD0UxGgofCocOhiOHI5Gj0djxIT/mghAOBHYFArvOPIhVpy3R6oqtliqTqcKgL9XpCw36Up0ufzQp9tQXiGV5zxaTs9ujnQCw2FigrvGLycEbBMQkAFBAESAAYGG1ar0OM6uhqYnJfYkQQmh4lTpbpc42scfEeB9CCCGEJh0hSjR6zNe3xefb4ut7K5sNDtlArQ9QUnJ7Scm7TMaqqW7vdJFOe0Lhg+HwwVDoYCh8MJFoGzxsasKpY6OCoX25NRTFGI0VNusCh2Op3b7UYV86s0oWUBRTXv6+8vK7u3s2Hjv2fX9gJwBksv4jDd86duwHZWXvmT3rU3b7kgk5F0Nrqio/WFX5QV/fW42Nv+7qfk5RRADwB3b6Azv37vtkScntlRX3FeRvGOtIMbttkd22aPGiH3t9mzs6n+7qek7NnUeI5PW+4fW+sW//p6zWecVFtxYV3ex0rBjN8U3GKlPNQ7U1DxEi+QO7vN43fH1bAoFdudGgghDq6dnY07MRACiKtVrrHfZlTucKh32Z1Vo/fACO4yyDw3+EKIlEayTSEI2diEZPxOKnYrFTZw+pE8WIKEZi8Ya+M7PwURSt1bp1ugKdtkCrdel0BVqtW6tx8RqHVuPSaJwajXP4cORlLldjl6H7B2z6zxzQp47v0zNsUhZhULwPi/MihNCMhvE+hBBCCE0KSUoGg3v7/G/7Azv8/h3nTK3FcaaC/OuKim4uKrx5pJRelwVFEULhg4HALn9gZyCwM5nsHH57nrcbDKUGfYnBUK7XF2s1Tl5j53mbhrezrIFljWq6OoqiKYpVFEGSEvF4JJUOy1KC5dKiGMxk+rJZfzLVlUi0JhJtQ6IwhMjxeHM83tzZ9Yy6xmSqdjqucLlW57nWjDTlc/qg1BmyPt+WY8d/2Ot5FYDISra17a+tbX91OJbX1jxUXnbXRI1kVENd6Yy3peX/mpv/kEi2A4Asp9vb/97e/nedrrCi/H3lZXePsuru6ddAMQX5GwryN6xY9muv783BgT8AiEQaIpGGo8e+x/O2gvz1hQU3FBRcP8zU10GHZfNca/JcawD+W5YzgcBOr29Ln39rMLgnNyiPEEnN99fc8kcAYBit1TovV5HDapk3fLiNomiTqdpkqi6B23MrU6meeLwxnmiJx1sSiZZ4oiUebxXFyNm7E6Kk055caeBzYmgNx1t53jaoMq+ZZY0sa1AXaJrjOQtFMRxvBQCW0TGMFgBYzkSPYvCgQiRZStlsCy/0wzEVbANhu9xQvd7s6R9zQZGDYhoATIxGjfcZaE5QZABwcBhFRQihGQzjfQghhBCaGIRI0eiJQHBPILg7GNwTiRxTqw0MwTBap/OKfPfV7ryrnc4rJqp+wswly+lAYLeami0Q2CXL6XNuRlGMyVRjtdSbzbPM5tkW82yzuZbjLGM5lYHnbbJsZZgCALBarWcXP8lmg8lkeyx2KhI9Gokej0aPJRKthCi5DdTwX1v7EwDA8zaXa7U776p89zU228LpH/tzu9e53esi0WOnTv2yrf0JNZ4VDO7ZGdyz/8Dnqio/UFvzoMlUMyHn0mnz59Z/pb7uS17fGy2tf+nqek59Z9Pp3uMnfnL8xE9MpprysrvKSu+yWueO6cgUxQ4E/n4TDh/q7vlPR+fTuWLWghDu6Hy6o/NpADAaKwvy1+fnr7dZV4+YHQ8AGEarTvgFAEURQ+EDAf9Of2BHILgnmezIbSbLmWBwbzC4d6A9tNFYabXOs1rmWq3zLOY5ZnMtTY9wOjUT3+CKHIlEIpHoS2e6aTqUyXSnUt3pdG8y1ZVO9abS3WdP/B9MVrJyxpfJ+CbkvTsnljW89z2JyTv+5LEPRGPlgcHBHuH0C/GJCXUar37gLeNoZmDHGTmXHyGEkArjfQghhBAaJ1lORyJHQ+GDodCBUPhgJNJwvlgVyxocjuV5rrX57nVO50p1ZM3ljBApENzr9b7u9b4RCOySlXNUI6Eoxmqd63Ast9sW2myLbNb5LGsY+6nGRqNxaDSOwVNcJSkVDh8MhvYFg/uCoX3xeGMu/CcI4dyUT563u91X5buvKSi4zmyqneoOHo7VUr9i+e8WLfx+U/Mfmpp/l0i0AYAghE6c/NmJkz93511ZVfWh0pI7J2SKKEXRamxOFGOdnf9qaXusr2+bOik7Hm9qOPqdhqPfsVjqSkveVVJ8+zhG/NntS+z2JfPnfTMWO9XTs7HX82qff1tuTm4i0drU/Pum5t9TFG0y1hcWXZvnWpvnWjOasbQ0zTkdK5yOFbPh0wCQyfiCwb2B4J5gcG8otD+T9ee2JERRo8BdXc/lGmY0VljMcyyWOSZjtclUYzJV6/XFI56UZc0mY53FYuG4oV8DiGIsnfZkMn2ZjC+d8WazAXX6eTbrz2QDohARxMgE5rI8G1GkCz/IlLBz/WE7YeALmMHj+7wDsT/NQJiPhv7APY7vQwihGQ3jfQghhBAaFVnOxGKnYvHGaPRYJHI0HDmSSLQSct4KYgZDqdOxwuVa7XKustsXjTLj/qUtFjvl8b7m8b7u8715zpKg6og5l/MKl3OVw7GMZY1T3WRgWb3LtdrlWq0+FMWo37+jz7+9z78tGNybi/AKQqir6zk14mM0VhYWXF9QcF2++5ppW/OX5+31dV+sm/OFXs/LjY2/6fW8TIgCQNSBlnv3fbK87L2Vlfe7nCsn5HQcZ66q+lBV1YcSyfaOjqfaO/6hlvUAgGj0eEP0eMPR7xgMZSXF7ywpfkde3tqx/ryYzbPM5llz5nxOklK+vi29vS97vK/HYifVZwlRYvGG2MmGkycfAQCzeXaea7XLtdrlXGk2zxo00fO8tFp3UdEtRUW3qA9TqW41s2Q4fHjgUnB6EGhuGnh3z39yKxlGZzbVGIwVJmOl0VhhNFYaDRUGQ+koP+TqFF2zedbwmwlCWBDCohgTpYQkJUUxJopRRRFFMaYogiQlZTmjfmjVKr25vYY5pjrnd+bW57WxWhooBUhK7n+9vcLpCki5eB8zMD6XGkgSmgsUIoQQmonwL2+EEEIIDSXLmUSiNZFoVbNrxeKn4rHGZKpz8C392TQap92+2OlY7nAsdzqWY5VMVTYb8Po2ezybPN7XzpmPT6Nx5uWtVZO+Wa3zp/msWI6zFBbeWFh4IwAoihgM7vH63vT6NgcCOwcPK2ts+k1j028ois1zrS4svKmo6OZcteVphaLoosKbiwpvTiTbm5v/0NL6l3S6FwBEMdrU/Lum5t+ZTbUVFfdVVtxnMJRNyBmNhvL6ui/V130pFjvV0fmPjo5/RqLH1KeSyY6Tp35x8tQveN5WWHB9cdGthYU38Lx9TMdnWX1R4U1FhTcBQDrd6/Vt9no3e7xvpFKnP3ux2MlY7GRzy59ArcPrXOl0XuFwLHM6lo3ydHp9sV5fXFx0q/pQklLR2PFIpCESPRaNHo/FTiaTHUMuF7KcDkeOhCNHhhwql4OS54tY1qnRFGSy1SZTiV5XNI5gMc/beH6C6xvOdAxFm1lNRMrEJEEtwtubPUe8Lxf0VQaWbDifFyGEZjKM9yGEEEKXLZLO+CKRtmi0PRAMpVKdyWRnMtmZSLan055R1IGljMYKm3W+zbbQbltkty/S60um+hVNF2rNU4/n1V7Pq6HQ/rPjpCyrz3Otzc9fX5C/3mZbMJoBVtMQTXPq0L95c78my2l/YKfH85rH82oofEj9/BAiqcPlDh76osFQVlR4c3Hxre68ddNwQrfRUL5wwXcXzP92b+/Lza3/19OzUa2uG4s3Hj7y9cNHvuHOu7Ki4r7SktvHGoA7H7N51ry535g39xux2Kmu7uc6u54LBveq/SYI4faOp9o7nqIo1uVaVVhwXUHB9Xbb4rHGgnW6woryeyvK781kMn7/CVE66ve/3ed/Oxo9kfsBF4RQT++LPb0vqg9NxiqHY5ndvkT9oR7li2VZvcO+1GFfmlsjy+lY7FQsdiqeaI7Fm+KxpniiOZPpO3tfQQgJQig32nEwhtGqlXm12jytxqXV5mk0Tg3v0GidGt6hhvZ43jpirkDk5PQRKROS0m7e4BUSndkoAUIBBQDd2f5KSuLAZSqriOqCC+fzIoTQTIbxPoQQQujSJEmJbDaUFYJqoiu1DGt/AqysP5XqzmR8ysB93YgoijUZK3OVIqzWuRZL3XSYbTqtpFKdXd0vHj+x3eN94+x6xGq2tYL8DQX5652ulQytmer2TiSG0eW7r8l3X7No4ffTGa/X+7rHs6nX82ouxJNMdjQ2/bqx6dcsayjI31BUdHNR0S06bf5UN/wMFMWos1Yzmb629r+1tj0WDh8GgNw83z17Hy7I31BWdldJ8Tsmaqqy2TxLHfGXSvV09zzf3f2Cz7dFTelIiNTXt7Wvb+uhw1/TaJzqh8ftvtporBjrWXS6kmLHwsqK+wAgmw34/Tv8gR3+wM5QaN/gUhjxREs80dLe8ZT60GAoVXNHWq3zrNa5ZlPNKCcaM4zOZls4pKCtKMYTybZEok0tBp1ItiWTHalU1/ny7slyJpnsGFwq5JxY1sBxFo4zcayJ560cZ2FZA8Noed5K01qW1av1eRlGxzBamubVPJgURfNnlrvhOMuQiKooJUjuIknRdtuiCXnHL7483ticDslEKdZYvEIiKQt+IZXHGwDgUMKrbpOWRQCggErL/VkaXNykJwxFCCE0eTDehxBCCE0lUYwHgrvVZQoonrcCgCBGh4wIk6SEGpuTxLhCJPWhJCUkOS2JcVGMy3JaFGOCGBWEsChGBSF6ztq4o8EwWoOh3GSsNBqrTMZKo6nKbKo1GiuxkO45yXLa17e11/OKp/fVaOzE2Rvo9SVqMruC/GsnamjYNKfT5qvDyghRQqF93T0v9va+FAztV8eUSVKyq/vfXd3/BqAcjqXFRbcWF906JDA05bTavDmzPzNn9mfCkSOtbY+3t/89nfYAgKII6mg4htEWFtzgct1os17NcRMzgVSvL6qtebi25mFJSvR6NvX0vtjT82Ku5mw2G2jveLK940kAMBrK1UK6+e514xhXq9E4i4tvKy6+DQAURQyHDwWCu9WSu7H4qcEXH3XMb3f38+pDhtaYLXMs5jkWS53ZPMtinm0y144+cs1xJpt1vs06f8h6UYwlk52B4KlkoieT7VWUUCbrSad7MxlfJtM34tcSkpSUpGQ6DZOKZfXvfU9ycs8xafIGInd5A0P22jLhPN5wIO75T+AUAJgYTUIWAMDCakID8V8Xj/E+hBCawTDehxBCCE2leLzxjc0bLv55GVqj0xfqdIUaPp/lXA57jUFfajCU6g2l023I1fQUjZ3w9L7a63nF17f17KrEDKNz511ZUHB9YcH1FkvdVDd2ylAU7XAsdziWL5j/rXTG29PzYk/vix7PJklS4yZEjTEdPvINvb6kuOjWkpJ3uvOumlbTM23W+UsW/WTxwh96vK93dPyjq/s5dTCaLGfUqCVFsQ776rKyO8pKbx9NCdrRYFljacm7SkveBUBCoYMe76Zezya/f3uuvkQi2Z5o/XNL658BwGAoy3Otzctbm+daY7HMGevccJrmHI5lDscy9aEoxkOh/aHwgXD4UCh8KBo9MfibA1nJhsOHBs+9pSjGaCg3mWpMphqzudZkqjYZqw2GsjF9PcBxZqt1LsuWZywZABhSnzebDWQyfdlsIJMNZLP+TMafFYJqXY7cf6IYE8X46M84DkSRL/wgUyVvIHJnHUjJ156JrDAXf63tdQIEAD5TvPK7nVsBwMUZ/EJ/WBPH9yGE0IyG8T6EEEJoKg1T33Z8KIrmOAvP23jOotE4NRqHRuPgeYdG49Bq83S6Aq3GpdW6NRqHun06nU6lUg6HY6p7YgbIZoNe3xsez6Zez6ZUquvsDczmOXbbVZWV73TnXckwmOr+DDptfnXVh6urPiwrWZ9vS0/Pf7p7NuamaqZSXepsX46zFBXeVFLyTrttHcB0KV1CUUxhwfWFBdcvV37j8Wxq73iqp+c/aoCJECkQfCsQfGv/gU857EtKSm4vLn7HxBUnoez2xXb74vq6L0lSwufb4vW96fO9GY4czo3CSyY72pIdbe1PAIBG43S5Vrmcq/Ncq+2OpeOYM85xJrd7ndu9Tn0oy5lI9GgkfCQSPRaJNESiR9VxjjmEyOoUYPC8Mqi7WKOhzGiqMhmrjcYKo6HcYCw3Gso1Guc4ukCjcY5uRyIIETXwJ8tpQYzKclqWM4IQVp8CAFGMEqKog6MBgAARzzOV+Ow3InfNnIlykTsD0x9Mb8+EN4dbXw41AYCT09+fv+jbHVvU5YDYP77Pifn7EEJoJsN4H0IIITSVNBpXTfUDw2/D81Z1zI6aeWrgX45ljSyrZxk9x5nVZY6zTFROMaSSlWzAv8Pjfd3jfT0U2n92fJbjLAX56wsLri8ouJ6mXclk0ukcT1Dj8sHQGjV2tmzp/4bDh3t6N3Z1vxAK7VMDWKIYVWetMrTGZltdWfnukuLbdLrCqW716carE5BlOeP1vt7a9nSvZ6MohgAAgARD+4KhfYcOf9VkqikuurWo8Ka8vLUTNVyRZY1qbkEAEISQz/eWr29LX9+2cORI7mOZzQa6u1/o7n5BbarNvkitl20yLgAYz7hdhtEOKcSRzQajsROx6Ilo/FQ0ejwWO5VMdgz5uSBEUoOAHth05kswGAxlam1fg75Ery/R6Qr0+mKd1j0R5bwpLM57Pvl8f65Vluof/nkk6fuT54C6/KXStamBSdNu3tiYDgAABRTW60AIoRkN430IIYTQVDIaK1Ys/91UtwKdgRAlHDns8272eF/v828dXM1ApVbeUKumupxX5CoYpCc7hdglx2ZbYLMtmFv/1XTG2939Qnf3817fZlnOgBppDW4OBDfv2fuww7GspPgdRUW3nJ36baowjLao6BaLZd3sWT8Kh3dFom/09L6QG64YjzedOPmzEyd/xnGm/Pz1RYU3FeRfZzCUTtTZed5eUnJ7ScntACCKMb9/e5//7b6+rcHQPrX3+jswsCsQ2KU+5Dib07HEbl9ity+22xabTFXjqwqt0TjyXGvyXGtyaxRFSCTa4vGmWLwxHm+Kx5vjiZZksvPs4LgkJaPR49Ho8bMPS9O8RuPiORfPu4zGAr2+sL8ar8ah0Ti0GpdG4+DOLK+BRq9Y0/89UC4141O+BgUIAMwzuD9ZfMWb4TZ1fZHGvCXSBgB2Tqeh8VYRIYRmMLyII4QQQggBAESjx72+zT7fm17fFkEInb2BXl9SWHBdQcF1BfnrL5PKGxeNTptfU/1ATfUDkpTo6X25u/v57p4XRTECAAAkGNwTDO45dPirBkNZcdEtxUW35bmvmiYFjimKsdtXV1TctHzZLyPRYz09G7t7/uP371CLk4hivKvrua6u5wDAaKwsyF+fn7++IH/9BA5D4zhzYeGNhYU3AoCsZEOh/X7/9j7/9kBgZ644MgCIYlgdpjqwl8VmnWe1zrPZFlit862WuRxnGl8DaJo3m2eZzbOKBq1UFCGRbE/EWxLJ9mSyPZFoTyTbk8mOXPmRIRRFSKd70ukeAPAHztfVtDqCT81XwPFWjjNznJljzSyr53kby+oZRsdxFpbRMYxWLcvLcWaKYtTivBP2rs80RQPxvpiUNrOamJRVg300UL+tvZWjGI+QUDdwcfqIlAGAAh7LryOE0MyG8T6EEEIIXbZIJHLM17fF1/dWX9/WwcGRHI4zu93rCvLXF+RvMJtnT3WDL30saywrfXdZ6bvT6URn56ZYfEt3z+lxc8lkx6nGX51q/BXLGgsLrissvKmo6ObpU2HGaqm3Wurr676YTHb09L7U0/uSz7c5Nz40kWhtav59U/PvKYq12xfnu9e589bl5a1l2QkLrDC0xuVc5XKuqpvzBQBIJNuDgd2B4B6/f1c4ckiWT49UFcVon//tPv/buTUGQ5nFPNtinauW37WY56jlwseHpnmzqdZsqh2yXlayqWRXKt2TTHam0z3ptCeV7k2nPelUTzrjzQ1OPCdClGw2mM0GL6CHqNyLOjsCyDDaXNpNNfff4GdZRnfLzUcv8A2aKkV8f7yvOxuv1Tn3xXvUh/+veMUqSykA9AoxdY1uoNBKPj/O+C9CCKFpAuN9CCGEELqMECKHI0f6+rb6+t7q69uWzZ5jKBHDaJ3OK/Ld1+TnX+t0LM9N10UXE0WxDseVs2a9a9nSX4bCB9Vxc8HgPnXcnCQlOrue7ex6lqJou33pdJvtazCU1dY8VFvzkCxnfH1bej2vej2vRaLH1GcJkdQRi8eO/4iiWKdzRb77anfeOpdr1cSWeTEayo2G8rKyuzKZTDwe5bhAOHIwFDoQCh0IhQ+JYnTwxslkRzLZ0et5NbdGpyu0WuotljqLZY7ZVGs2z9bpCi6wSQytMZmqTabqs59KJBKJhD+b9XF8RpKCak1eNcCXzQayQvrwPmsAAIAASURBVChXjfcCyhwRQQgPLIfHtOeMHh6YzxtZipaI0iPEVplL1XhficbynYpr1Q082f7xfbkEfzi+DyGEZjr8+xUhhBBClzhZTgeDe/v8b/v9O/yB7cK5KnLSNO9wLHPnrct3Xz3hYRd0gey2RXbbonlzv55Oe3p6Nnb3bvR635CkJAAQouRm+xoN5UVFtxYX3+bOu3KiqmRcIIbRFhbcUFhwAwCk0x6P9zWv93Wvb3Mq1T/AihDJ79/u929vgO8wtMbhXKEG/lzOVeOeYHtOFMVYLHVWa31F+b3qmkSyPRJpiEQawuHDkejReLxJGSjaoEqne9PpXo/3tdwajjObTbUmc63JWKWG7UzGaq02b6IaybImljVZLBaO44bZTBSjaileQYyKYkwS44IYlaSkLKdEMS6KcUIkQQgToohiVCGyKMYAQBLjCpFytXoBIFeodxS9x87oUkg0RRVqTJ2ZaE82vtxU9ITvMAXUr2tvMTH9k+J7Bsb3kYGsjji+DyGEZjqM9yGEEELoEpRMdgQCuwLB3f7AzlBo/5BAhoqhNQ7ncnfeOnfeVU7nSpbFYpTTnU5XUF390erqj6rj5np6Nnb3bMzN9k0k2081Pnqq8VGWNRbkry8qvKmw8Ea9vniqW3268ZUV76+seD8AxONNPt8Wb98Wr/eNXEo7Wcn29W3t69sKABTF2KzzXa41Ltcqp/MKo6F8wtujjv4rLrpVfagoYjzeFI0ej8aOR6LHY7GTsehJWckO3kUUY2oN4sErWdZgNJQbjBXqAfWGUr2+2Ggo02rzKYqejJ7kOAvW7hircq2tMxPNKtKtzlkGhs/njTc5Ts+2bs/0j3bMEkldKNViDyOE0MyG8T6EEEIIXQoEIRQM7guG9gWCe4KB3emM95ybsaze6VzpzrsyL+8qp2PFjJ6jdznLjZtbtvR/w+FD3T0bu3teGDzbt6v7313d/wYAm21BQf51BQXX5bnWTJ+322SqMZlqqqs/CgCR6DGfb4uvb0uf761M1q9uQIgcCh8MhQ+eanwUALRat9Ox3Olc4XAsd9iXTEa5GJrmLJY6i6Uut4YQKZ5ojUSOxmKn4vHGaOxkLHZq0HzYfpKUjESP5WYrDz6gXlek0xfpdUU6faFBV6zV5et0BVqtW6fN12gcU/0mXF4qtbat0A4AHZnohwoWD3m2PRMBADOrCQj9SR5LNBjvQwihmQ3jfQghhBCakbLZQCh8MBQ6EAofDAX3xRMt59tSp813uVapQ6XstsU0zY3lPGi6s9kW2mwL5839Wjrd292zsadno9e3WZ3tCwDh8OFw+PDxEz9mWX2e68qCgg35+ett1nkwMG9xyqlVPmbVfhyARCJHfX1b/YEdfX3bUqmu3DaZjK+75z/dPf9RHxqNFXbbYrt9id2+yGZbOEkVSyiKPbvmRibrj8eb4vHmeLwlnmhWK/Ces+quooiJZHsi2X7Og9M0r9XmabV5Wk2eVuvSaJwUZaYoM8/bs9livSFPw9t53jqBxUwucxXa/pLQbZnwVVA++KmELITENACUaaxd2f6sjhjvQwihmQ7jfQghhBCaGTKZ3p7et2OxI6HQwWBo/+BoyBA0zdtsC52OFU7nCqfzCpOxaqrbji4Gna6wpvqBmuoHZDnT17dVrZAbjzepz0pSqtfzSq/nFQDQat2FhTcUFtxQWHDdZIyVGy/Kap1ntc6bVftxAEgmO/3+twPB3YHA7nD40OCptYlEWyLR1tn1TP8L1+bb7UscjqV222K7fZFeXzJ5TdRqXFqNy+VcNXilLKcTibZEsj2ZbE8mu1KprmSyI5nqSqd7zzmVHgAURUilulOp7uFPR9Mcz1l5jUPD2zjeynNWnrdwnIXnbRxnYlkjx5pYzsTzVobWsqye4ywMo2VZw0V5v2aSSt3peN+QpzoyEXWhXGv1Cv0JDYs0mL8PIYRmNoz3IYQQQmg6kpVsNHIsEj0aiTT4/fuj0SOCGDzfxhRFm82zHfalDsdSu32p3bZo+szcRBcfw2gLCq4rKLhu6ZJHEonWXs8mj3eT17s5V5E2k/G1tj7W2voYRTEO+9KCgusK8je4XCunVS1mg6HUYHhfefn7AEBRhFD4YDC4JxjcFwofiEZPDK5Rm854e3pf7Ol9UX2o0TjttkV2+yKrdb7VOs9inj35Ha4bMhd4AElnfOlUbzrdm0r3pFK9mYw3nfFmMn2pVE8265flzPBHVhQxk/XnpjmPoUm0hmH16r8URav5/lhGl7sycLyVOnOMJ01r1CSeBIh4VlUfmtasXvXXye7JyVM5ML6vOR0a8lT7QLyvTGttjbQBAAWUncOaRQghNLNNo79pEEIIIXTZUhQhGjsZi56IRI9HY8ejkWOxeBMZyBx/NopirZY6m32RWrnVZls0scVM0SXDaKysrXmwtuZBQqRAcI/Hs8njfT0Q2K1+ugiRA8HdgeDuhqP/w3Fmt3tdvvsat/vqaTXhFwBomnc6VjgdK9SHkpQKRw6FQgfC4UOh8KFo5Ojg0X/ZbMDjfS1XV5emOZOpVq+rzctbYrHMsVrqTKbqixXZpHTafJ02H2DxOZ+WpEQ648tm/JmsPxbrTSV9ghimqKQohQUhLAgRQVAXwmM8L8hKVhayY91rGAyjWw0zON43x+BSF04khwZPT6UC6kKNzvFP/1EAsLAajmKmuskIIYQuCMb7EEIIIXRREaKkUl3xREss1qgWAYjHGhPJ9sHjlc5G0xqTqc7pWOJ0LrXZFtqsC3AEHxoTimJdzlUu56r5874pilGP57Vezyu9nldzU0pFMdbd/UJ39wsAoNW43O51bve6PNeVFkvdJNWZHTeW1auvRX2oKGIkciQY2q+ms4xEGmQ5ndtYUcRo9Fg0eszjfU5dQ9O8yVRtNs9S0/OZzLVmU41W656KF2I0GY3qjPuEJZHJZADAYrFw3BlJNglRRDEiCBFBiAhiRBAiohgVxbgkJUQxJggRWU7JckYQwrKckeS0KMYIkQf/e+FNnZCDTCEbq8vnjV4hcSLll4nCDPpIN6b7h07X6h1qIj8nh8XKEUJoxsN4H0IIIYQmiyjGE8m2ZKI9kWxLJNriiZZ4vDmZaBs8Ful8jIZyi3WuzTrPap3PcZU8V0pRrNVqZVn86wVdKI6zlJbeWVp6JwBEYyc8va96vK/5+t7KVfnIZP0dnU93dD4NADxvz8tbk+da63KtdtiX0DQ/1c0fiqY5u32J3b5EfUiIFI2eDEcORyIN4ciRSOTokGSXiiJEo8ej0eODV7Ks0WSqMhmrjMYqk6nKYCg3GsoNxnKG1kz16wOKonnefiGZFhVFlKQEAEhSIpdSUJLTykgTinOmU57Hcaoz5HmFREaR2jORKt3pl5Mb35fPmySiAICTwwSICCE04+FfzAghhBC6UJmsP5XsTKa6ksmOgbT9HclkpyCERrM7RTFGQ7nZPNtqrTeb51gt9Wbz7MHzc+PxeDY7kVPzEMqxmOdYzHNmz/60rGSDgd1e32avb3MgsFtRBHUDQQjlxv0xjM7hWJrnutLtXudyrpzqtp8bRbFW61yrdW5uTTzu9fr2A+mJxU9GosdisZPJZOeQvSQpodYyHnIwna7AaCg3GMqMxkqTsdJorDQYyw364mmV63BENM3xvA0A1H8vT3V61+ZwKwAcT/nPjvdpaFYzMIfXgcn7EEJo5ptJv6cRQgghNFUURchk+lLpnkzal0p3p1K9qXR3OtWTSvUkku2DJw+OSK8vMhmrjaYqs6nGZKq1mGebTNXTcMwUutwwtCYv78q8vCvnz/umJKX8ge19fdv6+rYGgntyn3BZTvf1bevr23b02HdpmrNaFlmtK2zWK3S6DRznmupXcF4cZ7VZVzgcDorqT0ooSYlYvCkea4zFG2OxU/F4czzRks0GztqVpNO96XSvP7Bj8FqKYvT6IoOhzGgo1+tL9fpig75YbyjV64o0GsdUv1x0bnP0/R/Ro0nfrY5Z6nJMyqo1eWt09sjAaEcHzudFCKGZD+N9CCGE0OVOIUI63ZvNBrPZYFYIZjL+bNafyfiz2UA648lm/OmM71yBgBHwvNVgKDMaKgzGcqOhwmisMBoqTKYqhsGRI2i6Y1l9Qf6GgvwNAKAoQjC4t8//tt+/3R/Ykc32JztTFDEU3hMK7wF49MAh2mKpdzlXuVyrnM4rzKbaqX4FI75Ao1rrZvBKUYzG4y3xREsi0ZZMtieS7epk/LOr6BIiJ5OdyWRnH2wb8hTDaHW6Qr2uUKcr0OkKtdo8na5Qq3XptPlabb5G65wOE4QvTwuM+erC/nhvbuWRpJcAAYB6Q54nG1dXujnjVDcWIYTQhcJ4H0IIIXQpIEQRxaiao0pNSiWKcUlOSVJSFCKSnBLFuCTFBSEiijFRjAliVBQiWSEsCOExjc47m05XYNCX6g0lBn2pwVBmNFaos/84zjzVvYLQBKBp3uVa7XKtBgAAEo2e8PVt8fne6uvbms541W0IUSKRhkikoan5dwCg0TidjuUOxzKHY5nDvkyrzZvqFzEqHGex2xfb7UNr6aYz3mSiPZFojSdaE4lWdcJ+KtWdm/I8mCxnEonWRKL1/GcxabVurcal0Th5jV3DOzQaO8/bCTEQoudYC8OU6PVOnrfOrCnD098iYwFL0RJR9g2O9yV86sI8g9sj9Mf7CjQY70MIoRkPf4kihBBCUykWb9y79+PDbyMIEXX8BQAAUQQxqi5KYlwhkixnLjBgNyKet+q0BVptnl5frNXm6fUlel2hTl+k1xfrdAU4WgddTiiLpc5iqauteRgAvL5DXu9b4fDOSHR3Mtme2yibDfT0vtTT+5L60GAos9sXq+Pp7PbFOl3hVL+KsdFp83XafKfzisErCVHS6d5ksiOZ6kqnepKpzmSqK53qTaW7M5m+XE2Ms4liXBTj8XjziOdlWT3HmjnOzHFmnreyrJFh9Rxr5DgLw+hYVs9xJprWcJyZpnmWNTC0hmX1NK1hWT0AcJyFomj1qanuwmlBz3Bz9K6GpK8jE/GLSRdnEIn8tP+Y+uw8g3tvvEddzudN4z8NQgih6QHjfQghhNBUEsWYx/v6VJ2d40wsa+FYi07n1GgcGo1Lo3FoNA6NxqnVuLTaPK3WrdE4GUY71f2E0HRkNFQXFxUXF91jsVgkORgI7PL7t/sDO0Oh/YPnwCaTHclkR1fXc+pDrdZtsy2w2xbabIscjmUmY9VUv47xoChary/W64vPlbaQpDO+TNqbSvdkMn3pdG8m06euyWYDmWwgmw0QIo94CklKSVIqN4jywqkRwFz7Oc4y+n1pir3t1lOT3auTbampsCHpA4B98d4b7NUPnHphS6QNAEyMZo2l7D/B/hdYwOP4PoQQmvEw3ocQQghNKaKMbz/1xpWiGHXaLMeZKYrhOBNNsTxvoyiW40wsa2RZPcsaOc7CsgaOM3GcmecsHGfheIuGt1EUm06nU6mUw4Ep9hG6IDptfknxO0uK3wkAiiJGIg2B4J5gaG8wuDcaPT44vJXJ+DyeTR7PJvWhRuOw25c47EvstsV2+xKjsWKqX8qFo9QhgTbbwvNtkc0G1IShQjaUFULZbDCR8GYyIVGMAKREKSoIYTX5gCjGJqpZ4sDg6IE2BEe/76XxtcdSU9GfvQcBYG+s59VQ81+8BwGAoegn5txh53Rq4Q4AcGO8DyGEZj6M9yGEEEJTyW5f/J47Q+qyIIQpiiVEAoBzzkFTo3hT3WSE0AhomhtIhPcgAEhSKhJtCIUOhMIHQ6ED0eixwaP/stng4PAfz9tstgU263yrdb7dttBiqbskS9xoNE6Nxjl4TSKRyGQyAGCxWDiOG/yUIIRFMS7LKUlKCkJEkpKykhWEsKIIkpSUpISiiKIYJ0QSxRghsiQlFUUgA9kPCJFEsT8znZoGYfDB1d3P187cdyqXRg3xFeZideHHXW8n5P70i7+qufk252wA6M72x0OLeMy+ihBCMx7G+xBCCKGpRFEsz9vU5dwCQuhSwrJ6p2OF07FCfUiIFI2dCocPBYN7g8G94cghSUrlNhaEsM+3xefboj6kKMZorLBa51nMdVbrXIt5ttk865KMAA6D5214eZwQC435FlYblTK5YN/3Ktd/rHCZutyRiQKAldWaWczKihBCMx7G+xBCCCGEELp4KIq1WuqtlvqK8nsAgBA5Gj0RCu0PhvaHwgcikSO5wWjqs/F4czze3AXPDexOGwxlZtMsi6XObK41mWpMxmqDoQSAmupXhqY7hqJXmkteCTWpD79Xuf7LpVeqywlZCEtpACjTWqe6mQghhCYAxvsQQgghhBCaMhTFWK1zrda5lZX3AwAAiSdaw+FD4fCRSORIJNKQSLaRQYk+CVESibZEoq3X80puJcNoTaZqo7HSZKwyGiuNxkqzeZbRUE5RzFS/PjS93GCvVuN93yq/JhfsA4COTERdKNWMoYwJQgihaQvjfQghhBBCCE0flMlYZTJWlZbcoT6WpFQsdiISPRaNHotGT0RjJxKJdnJmEjpZzkQiRyORo4NXMrTGZKo2mWv1ukqeK5XlBSZTtV5fNNUvEF1UJ1OBJ3yHm9LB2xyz73HPf7hoOU1Rbs74nry5gzfrHEjeV4rj+xBC6JKA8T6EEEIIIYSmL5bV2+1L7PYluTWKIsRijbH4qXi8OR5visebY/GmdLp3yI6yko1Ej0Wix9SHDccAABhGZzJVm4xVRmOFwVBuNFYYDRVGYznLYknWS1NnJvLdjrcAwMxo7nHP5yjmE0VXnL1ZWzqsLpRjvA8hhC4JGO9DCCGEEEJoJqFpXp0CPHilJCUTidZ4oiWRaI3Hm2OxU7F4YyrVPWRfWU5HIg2RSMOQ9TxvM+hLDIYyg6FUry/R64v0+hK9rlCvL77cyoNcYmbrXerCyVRgmM0a00F1oUbnmOomI4QQmgAY70MIIYQQQmjGY1mD1TrPap03eKUkJWKxxmDoWCh0XJZ74/HmeKIlk/GdvbsghAUhHI4cOfspnrfrdQU6XYFOV6DV5ut0BVqtS6t167T5Gq1Lq8mjKHqqXz06rxKt2cjwCVk4nuobZrPGgWhgrR7jfQghdCnAeB9CCCGEEEKXJpY12u2L9fo6mzXhcDgoigIAUYwnkm2JRFsy2Z5ItCWSbclEezLVJQjhcx5EEEKCEMrNCz4LpdU4NRqnRuvUaJwajVOrcWp4B69xaHg7r7HzvE3D23jehuMEpwQF1Cy9c3+8NySm+4RkHm8452ZN6SAAMBRdqbVNdZMRQghNAIz3IYQQQgghdBnhOJPNOt9mnT9kvSQlEsmOVLIzl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width="864" /> Redrawn figure, which is severely overplotted, as a 2-dimensional species-density topographic map, faceted in the same way.</p>
<p>These figures reveal some useful patterns and interesting outliers, but what if we want a complete summary of how each phylum is represented along each axis? The following code is a way to show this using boxplots, while still avoiding the occlusion problem (points layered on top of each other), and also conveying some useful information about the pattern of taxa that contribute to the separation of human-associated samples from the other sample types. It re-uses the data that was stored in the <code>ggplot2</code> plot object created in the previous figure, <code>p</code>, and creates a new boxlot graphical summary of the positions of each phylum.</p>
<pre class="r"><code>library("reshape2")
# Melt the species-data.frame, DF, to facet each CA axis separately
mdf <- melt(p1$data[, c("CA1", "CA2", "Phylum", "Family", "Genus")],
id=c("Phylum", "Family", "Genus") )
# Select some special outliers for labelling
LF <- subset(mdf, variable=="CA2" & value < -1.0)
# build plot: boxplot summaries of each CA-axis, with labels
p <- ggplot(mdf, aes(Phylum, value, color=Phylum)) +
geom_boxplot() +
facet_wrap(~variable, 2) +
scale_colour_hue(guide = FALSE) +
theme_bw() +
theme( axis.text.x = element_text(angle = -90, vjust = 0.5) )
# Add the text label layer, and render ggplot graphic
(p <- p + geom_text(data=subset(LF, !is.na(Family)),
mapping = aes(Phylum, value+0.1, color=Phylum, label=Family),
vjust=0,
size=2))</code></pre>
<p><img 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" width="864" /> Boxplot of taxa (species in this case) of the “Global Patterns” CA first two axes, shaded/separated by phylum. Through this approach it is much easier to see particular species that cluster unusually relative to the rest of their phylum, for example the Bacteroidetes species (Prevotellaceae family) that is positioned most in the negative CA2 direction toward the Tongue/Skin samples.</p>
<p>One way to relate some of the high-level patterns we observed from correspondence analysis is to directly visualize the abundances in an organized, quantitative way, to see if this does in fact support / explain the human/environment microbiome differences. Here is an example using the <code>plot_bar</code> function described in an earlier section.</p>
<pre class="r"><code>plot_bar(GP, x="human", fill="SampleType", facet_grid= ~ Phylum)</code></pre>
<p><img 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width="864" /> Phylum-level comparison of relative abundance of taxa in samples that are from human microbiomes (or not).</p>
<p>In this figure we’ve used the <code>threshold</code> parameter to omit all but phyla accounting for the top 90% of phyla in any one sample. Some patterns emerging from this display appear to be: (1) Cyanobacteria, Actinobacteria appear under-represented in human samples; (2) conversely, Firmicutes appear over-represented in human samples; (3) Acidobacteria, Verrucomicrobia appear over-represented in the fecal samples; (4) the only Crenarchaeota were observed in the Mock sample, which is not really a community but a simulated community used as a control. These are not hugely surprising based on previous biological observations from the field, but it is hopefully useful code that can be applied on other datasets that you might have.</p>
</div>
<div id="double-principle-coordinate-analysis-dpcoa" class="section level3">
<h3><span class="header-section-number">6.3.4</span> Double Principle Coordinate Analysis (DPCoA)</h3>
<p>Here is a quick example illustrating the use of Double Principal Coordinate Analysis (DPCoA~\cite{Pavoine2004523), using the using the <code>ordinate()</code> function in phyloseq, as well as the “biplot” option for `plot_ordination(). For a description that includes an applied example using the “enterotype” dataset and comparison with UniFrac/PCoA, see Fukuyama et al~\cite{fukuyama2012com.</p>
<pre class="r"><code>GP.dpcoa <- ordinate(GP, "DPCoA")
pdpcoa <- plot_ordination(GP, GP.dpcoa, type="biplot",
color="SampleType", shape="Phylum")
shape.fac <- pdpcoa$data[, deparse(pdpcoa$mapping$shape)]
man.shapes <- c(19, 21:25)
names(man.shapes) <- c("Samples", levels(shape.fac)[levels(shape.fac)!="Samples"])
p2dpcoa <- pdpcoa + scale_shape_manual(values=man.shapes)</code></pre>
<p>A biplot representation of a Double Principal Coordinate Analysis (DPCoA), on a simplified version of the “Global Patterns” dataset with only the most abundant 200 OTUs included.</p>
<pre class="r"><code># Show just Samples or just Taxa
plot_ordination(GP, GP.dpcoa, type="taxa", shape="Phylum")</code></pre>
<p><img src="data:image/png;base64,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width="864" /></p>
<pre class="r"><code>plot_ordination(GP, GP.dpcoa, type="samples", color="SampleType")</code></pre>
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width="864" /></p>
<pre class="r"><code># Split
plot_ordination(GP, GP.dpcoa, type="split",
color="SampleType", shape="Phylum") +
ggplot2::scale_colour_discrete()</code></pre>
<p><img 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width="864" /></p>
</div>
</div>
<div id="distance-methods" class="section level2">
<h2><span class="header-section-number">6.4</span> Distance Methods</h2>
<div id="distance-central-distance-function" class="section level3">
<h3><span class="header-section-number">6.4.1</span> distance(): Central Distance Function</h3>
<p>Many comparisons of microbiome samples, including the graphical model and the PCoA analysis, require a calculation for the relative dissimilarity/distance between one microbial community and another. The phyloseq-package provides a general “wrapper” function for calculating ecological distance matrices between the samples in an experiment.</p>
<p><code>distance()</code> currently supports 43 method options, as well as user-provided arbitrary methods via an interface to vegan’s <code>designdist()</code> function. Currrently only sample-wise distances are supported (the <code>type</code> argument), but eventually species-wise (OTU-wise) distances will be supported as well. In addition to supporting any of the method options to the three main distance functions of the vegan-package~\cite{veganpkg — including the 14 distances of the <code>vegdist()</code> function and all 24 ecological distances reviewed in Koleff et al. 2003~\cite{Koleff2003JAE coded by <code>betadiver</code> — <code>distance()</code> will eventually support many of the distance methods in the ade4-package~\cite{Dray:2007vs, and others. It also supports the Fast UniFrac distance function (Section~\ref{sec:unifrac) included in phyloseq as native R code, and a wrapper for retreiving the sample-distances from Double Principal Coordinate Analysis (DPCoA).</p>
<p>The function takes a <code>phyloseq-class</code> object and an argument indicating the distance type; and it returns a `dist-class distance matrix.</p>
<pre class="r"><code>data(esophagus)
distance(esophagus, "bray") </code></pre>
<pre><code>## B C
## C 0.4061135
## D 0.4976303 0.5907173</code></pre>
<pre class="r"><code>distance(esophagus, "wunifrac") # weighted UniFrac</code></pre>
<pre><code>## B C
## C 0.2035424
## D 0.2603371 0.2477016</code></pre>
<pre class="r"><code>distance(esophagus, "jaccard") # vegdist jaccard</code></pre>
<pre><code>## B C
## C 0.5776398
## D 0.6645570 0.7427056</code></pre>
<pre class="r"><code>distance(esophagus, "g") # betadiver method option "g"</code></pre>
<pre><code>## B C
## C 0.6136364
## D 0.6250000 0.6078431</code></pre>
</div>
<div id="unifrac-and-weighted-unifrac" class="section level3">
<h3><span class="header-section-number">6.4.2</span> UniFrac and weighted UniFrac</h3>
<p>UniFrac is a recently-defined~\cite{Lozupone:2005gn and popular distance metric to summarize the difference between pairs of ecological communities. All UniFrac variants use a phylogenetic tree of the relationship among taxa as central information to calculating the distance between two samples/communities. An unweighted UniFrac distance matrix only considers the presence/absence of taxa, while weighted UniFrac accounts for the relative abundance of taxa as well as their phylogenetic distance. Prior to phyloseq, a non-parallelized, non-Fast implementation of the unweighted UniFrac was available in \R{ packages (<code>picante::unifrac</code>~\cite{Kembel:2010ft). In the phyloseq package we provide optionally-parallelized implementations of Fast UniFrac~\cite{Hamady:2009fk (both weighted and unweighted, with plans for additional UniFrac variants), all of which return a sample-wise distance matrix from any `phyloseq-class object that contains a phylogenetic tree component.</p>
<p>The following is an example calculating the UniFrac distance (both weighted and unweighted) matrix using the “esophagus” example dataset:</p>
<pre class="r"><code>data(esophagus)
distance(esophagus, "wUniFrac")
distance(esophagus, "uUniFrac")</code></pre>
<p>See the phyloseq demo page about fast parallel UniFrac.</p>
</div>
</div>
<div id="hierarchical-clustering" class="section level2">
<h2><span class="header-section-number">6.5</span> Hierarchical Clustering</h2>
<p>Another potentially useful and popular way to visualize/decompose sample-distance matrices is through hierarchical clustering (e.g. <code>hclust</code>). In the following example, we reproduce Figure~4 from the <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">“Global Patterns” article</a>, using the unweighted UniFrac distance and the UPGMA method (<code>hclust</code> parameter <code>method="average"</code>). Try <code>help("hclust")</code> for alternative clustering methods included in standard R.</p>
<pre class="r"><code># (Re)load UniFrac distance matrix and GlobalPatterns data
data(GlobalPatterns)
load(system.file("doc", "Unweighted_UniFrac.RData", package="phyloseq"))
# Manually define color-shading vector based on sample type.
colorScale <- rainbow(length(levels(get_variable(GlobalPatterns, "SampleType"))))
cols <- colorScale[get_variable(GlobalPatterns, "SampleType")]
GP.tip.labels <- as(get_variable(GlobalPatterns, "SampleType"), "character")
# This is the actual hierarchical clustering call, specifying average-link clustering
GP.hclust <- hclust(GPUF, method="average")
plot(GP.hclust, col=cols)</code></pre>
<p><img src="data:image/png;base64,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" width="864" /></p>
<p>An alternative means of summarizing a distance matrix via hierarchical clustering and plotting as an annotated dendrogram. Compare with Figure 4 from the <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Global Patterns</a>). Some differences in Figure~\ref{fig:GPfig4 from the original article might be explained by <a href="http://www.pnas.org/content/early/2010/06/02/1000080107">Global Patterns</a> in phyloseq being the summed observations from both primer directions (5’ and 3’), while in the article they show the results separately. Furthermore, in the article the “mock” community is not included in the dataset, but an extra fecal sample is included.</p>
</div>
</div>
<div id="multiple-testing-and-differential-abundance" class="section level1">
<h1><span class="header-section-number">7</span> Multiple Testing and Differential Abundance</h1>
<p>One of our recommended approaches to this problem was described in McMurdie and Holmes (2014) <a href="http://dx.plos.org/10.1371/journal.pcbi.1003531">Waste Not, Want Not: Why Rarefying Microbiome Data is Inadmissible</a>. PLoS Computational Biology. 10(4):e1003531</p>
<p>Some reproducible demonstrations of this approach are included in <a href="http://joey711.github.io/phyloseq-extensions/extensions-index.html">the phyloseq extensions repository</a>, the <code>phyloseq_to_deseq2</code> function, as well as a separate vignetted dedicated to this topic (phyloseq and DESeq2 on Colorectal Cancer Data).</p>
<p>Please make use of these materials for differential abundance testing.</p>
</div>
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