# Generative AI

As generative AI (GenAI) adoption grows at record-setting speeds and computing demands increase, on-device AI processing is more important than ever. Windows on Snapdragon can currently run popular LLMs on-device using the CPU, GPU, and NPU.

![../../_images/gen-ai-workflow.png](data:image/png;base64,UklGRk5nAQBXRUJQVlA4IEJnAQBQ7AydASpaD/kGPwF+t1arJ7+jobMZ4/AgCWdu+7GvdxRqR/lzSgprQn+Ac9XybjdJs5mpX8imL9d/+k85WTfpf+T/S+ovzf535//DV/o8ie4vMN6l///rN/7X7b++z+u/8v2EP7h6Tf/X69v3s9TH7teqh/7fXt/VfUq/pHpcetF6KnTVf1r/25Sh5h/zf+K/zX+7+BfyX9//3n+H/cz/CeR/7d/hf4P93fZmy1+qf6/iv/Cf9T/Le0/+w/2/+r/J30l+iv/L6gv5j/WP+d+f/BoAB/Uv7n5nP23mp+1/77//e4D37Hha/m//N7AX8r/3vpLf/n/I9Lvv//2/X+/3v/Y7mwtFeW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB3n0LAYocKcg4U5BsRGzswNnqtSRV7GkMClIYFKUwY0pgxpDApSGBSlMGNKYMaQwKUhgUpTBjSmDGkMClIYFKUwY0pgxpDApSGBSlMGNKYMaQwKUhgUpTBjSmDGkMClIYFKUwY0pgxpDApSGBSlMGNKYMaQwKUhgUpTBjSmDGkMClIYFKUwY0pgxpDApSGBSlMGNKYMaQwKUhgUpTBjSmDGkMClIYFKUwY0pgxpDApSGBSlMGNKYMaQwKUhgUpTBjLlLHqX179yyory3MA8CFuYB4ELcwDwIW5gHLKCbmAeBEkb0m08tzizD3PjZaAgHgXCy9NBJLevSXcSqYhkGy0BAPAuFl6aCSW9eku4lUxDINloCAeBcLL00Ekt69JdxKpiGQbLQEA8C4WXpoJJb16S7iVTEMg2WgIB4FwsvTQSS3rFRs48u2WdXluYB4ELcwDwIW5gHgQtzAFLTGVFesrhYc1KIT4inJhTXwtY4pa1P15rDg8NpM2scUtapIp9fk7eGGlEQo7A/j89pFSx2pq3LSfL7uWp+vEqYxPEpa44PDaDqWqir2C97BN9MevKKFIwwNfDIM6aVBc/Cxd9JfJsteJUphj4tGDx4bQdS0t97HFLOKOJQET/XcIsH8iWosbPb5v/brD/6M8SpmtLxaMHjw2g6lq55cOKWtMAVESnnrw1dJtPLf9hHu4pgz7qyxO/xN1dB1LS14lSlrVLPLhxS1qfrw3izIzyIGlNzKjVbclggHgQtzAPAhbmAeBC3MA8CFuYB4ELAIq37llU5WNCsBBL+EUJyahpw1oq8lmUzLcHOz2WH8rckFmEktz4UPnDRf4diU8vtvBAMTuIFc8wT6dYca/dddWfSX2TLlJijBinzs84Xx+HnUDt0e+Sfn6ilQ1LwtAGFvHX1t8p6RF8EJzHXlyahoew4Odnvj8POoHZU1wbmFTDThoKQmFXYvV48+mj+ZKwRKyYdX0vsjoK58M1GWTLjqr38fFvMvfuWVFeW5gHgQtzAPAhbmAeBC3MA5ZR7KyyomEP8wHzuYB4ELcwDwIJ0syory3+uUJqyzq8tzAPAhbmAcsoTVlnarslNA3jbLwLtlnV5b/sQsCKTrG+DwFSpW7lYxh5Z5vVX+8S4l68Ye1tV9RXluT1l2yzpfoJR3W+ec8LR/L0aaofZbzt1Qf1XBsg8lrTeAv6NTdFQs5pqEA5bqq8tyeujUB4ELcwDwIW5gHgQtoWavAqSbq6YQ6LApCWmBF2frRE/G95HssFTDJpvhz6fJuDp6NyH3LueTTb4Ad6BLOJjVh4pvc9ZSHrA2LySZfteRuAVbOuf0l2hkqrw4At8TIaFjPvZqK0wVSG2BrGCZGMX5bwFPZllHkLAYYAMyW5gHe2F/eU4nazHCjlo3I1LyqZ5crRvIX9L9zHNvbfF+xgKGt3l6kVnosBbgynYV4cHEkVAGitpU0qy9JdsaY1V2H5ssDriveif8/YaN0w6ammldQiPPnmYW5gKyKTq8tzAFLNS3L1ErzP1xNgEcdpffTR/jw+OelbYgRfo5sGyzsa/FK8IQIW5e/9yyosDQ2nm70D0AiPgU9U+5yM7mmuAsO1q+umAiHCgky9r1nRBSMP/qTbIc82nlgOyW5gCpjkLL0l2yzq8tzAPAhbkig/di24WTIayDkTqDNtNLmPhksocLbem5KA/bathZuWi2SuEiMa2hAip1jV44KYApsHuTWFixmK0JEJ7dDH+cfZ5mYECRpXc22eU4Uuxpcc8GQh77bu6YeY9YdasjhYdUi2gkluT10EdFTcaxSR+zAl8thWgqCPUcTnP/DFku9J5/HJ2RXklLC6KDXF2JQUp3HIum8c0DBkuQzLGphw9llyplKOLZXxxPYGpm0AqfmLJq6RGzLnqfFVZMq5t6BpXj/RRJe+U7hEUfzhp8AGZLcwDvbDAwrai+liRI37z26PQwVVtHyBB/f5ztANcJtA62Wg3llG3LibxEgNQg1nyAdE2vyiNLT7zrdbSsUEeU+keZ0CccZY/UAfLQPAgC2kjYlTSrL0l2xpjVXGm9dnE9RKEDgKowrc28Ngno+jdnHYcCDTqrdPQ4Y/J5kwoTHbJdLeSlk93epheor66qTgxmLIhO1tRumwo1RL5tXs5ZbkNZ6ol8eXXik04sR6OsQYxEgHDVKCn60iETQdSvHRLB4pgFX3MA8CCaeIDwEjAA+5Aa2/krAh5HGO/K9nEQ59Bc/ccli4YA4P1+eIpsGtySgwqWxZSz17nts0ar8lOdKkm49vQZudyYy3MmR/sYT6YwkPfk8m8uyzq8trYR3L08m9BIQljVZ0L8XWDIrs3xhK2HshMPJ/csqK2qNnHl2yzq8tzAPAhbmAcZfaIdP+ndWXnN+BwCbbJBPP49HUc8yzQS8PJUU8xWgNOzN9ZIlAU3PagKWorywHwx7xqOvPb/fsPDLxe2V4SqTt8z9VR1GB1gXihoyQzmZXzsTn9oiFNgAP/Col0PiPeomALrzgwU1tlZCpjsAsv36YpaXItw7i9UJdMfhnfJKYQLbSqYg8CCaelY2LuHJZuiq0raXPn8EZCFO+a5zoWjMfMX6YcGlDjb6y1eYRexHQdJOX4RclywdZ7azK5r+cUrtbHwPEaIUk9jieGnvx8au2WdXidAkVEN4o3ah/WybkqV0Bbkm3k/5trxCGll86M5h59PpG13/tSEnl9cFCa9YyXtOiLTzKg98j4NJUh99YW0M8/vXEJFXZz+3VBfPKdFNuUwd5JigmYt6loUiNawpN7UsYvMuDbvcsqK8TTxAeAmiVn/z2qDPioeTSKszPIkIlYfKenhwCLFtW/MUaXOyQmxrR0Hi4uichB52Qd0T4n2eymYN6U43SDW4e1CzbCy9JdsaZwpJWUTfvjoiDn0FpXzLNpZoSMLzf5FlwL+rluXjUyQnwuR+rB/lsgzZ4lot+e1Sa7b2JSW5PWXbLOmEQZ/SXbLOry3MA8CFuYB4L5JZ4Q4lojIjhFaO5eknUR3L6ZeuuIFc8wT6dgLvdxuSqvLcwDllCqPLcwEkjv98dK9eSMg72wv7yory3J6zaeYEs1IA0txHHBzscRmEAGmO/6ZmIOW78e3cvSTnDVy9Jd0II71EqoyEdyuXiyZjK3MA8BVRo9o8awe8xQLaw5PLTt5JE3jGBh0aJCVPRXcSy1gEgsKF3WjBvGFbUm+9MHf8Tb1k6YNWnEwTP8rmsiFiF6SKnO95LS8nSj6VJ1Hl5mSDqm8njP7Zm8KDiNXejio2SROf6S7Y0zkWory3MA8CFuYB4ELcwDwIW58JWh9BclpnlcwDihN8RbUA8CFuYB4ELcwDvOJ+LVgh2VFeW0bIFJm0Jx/SXc/ZLtlnV5bl6hUbFQ4hEaK8ty9U6e8JY6nZ49fuWVGv37Orwu8FfGBPLcwDvMtVPOALaeBC3MA8VRitrvOrwrgA/4d3JsqK8tyUuWW9npJSOHxpdVzDf0rTb8o3lNQO8zBK1omPftQggrGXsvG2acw+8RNOeW/byJS4JMWT6YBirDfoZfDhKogI2MZletzAOW2o0ELcwDwIW5gHgQtzAPAhbmAeBC3/VsNWwbLOj3aDhrcIxvI23vDaDqWlrxKlLWp+vEqUtan68NQ7Te+fshCJt6PbuXpJgtDgDkIp/ugGSvT9eJUpa1P14lSlrU/XiVKWtKLCraQGokAgiEDLiYg8CFeWbjFLZea/1gRLhxS1qfrxKlLWp+vEqUtan68M1va/GoJ8wxwJJbmAcd/Kfo7GtF1EwAA1LU/XiVKWtT9eJUpa1P14ZgiRr02v4Bxce637llRWpZdjfBVJL2lpa7eAxYjsznS9A7HROdL168Mw1ktDtMY2cWdXlgPir7llRXluYB4ELcwDwIW5gHgQtzAO9sNWwbLOt6CVXv3tB1LS14lSlrU/XiVKWtT9eJTgGrWb0l2yzpjdBkEbB48NoOpaWvEqUtan68SpS1psqjAjVZh7dy9FRQvsdpS1qfrxKlLWp+vEqUtan68ONqllRXluYAY4PlXHXiVKWtT9eJUpa1P14lSlrU+Uqze+rfsLcwDwMUQRLJtpaWu3RUtan68SpS1qfrxKlLSeDeQtzAOW2o0ELcwDwIW5gHgQtzAPAhbmAeBC3L1Clvh4MupcWOKYE3jw2g6lqoatXhpa8SpS1vowePDaDqWpGdDDaDqWlrxKlLWp+vEqUtan68SpS1qfrxKlLWp+vEqUtan68SpS1qfrxKlKyN90CYjqWlrxKlL1eGluEA1Ljg9tDLU/XiVKWtT9eJUc6Xr14lSlrU/XiVKWtT9eJUpa1MIkAalqfrxKlLWp+vEqUtan68SpS1qfrxKl5DqWlrxKlLWp+vEqUtaamsSyYlAPAhbmAeBC3MA8CFuYB4ELcwDwIXAZFiLR1Uw1oQ0PVYNMTt6S3BcS9n/lLsJyahoewz9MNQjt5OiDS/h48tGMPMS4l68mHfXaMY60VVL/qT8/rcnRBqxFof9n4kuj+2xMJyahohfH4kzKXdD/eP+Suj+JLpE7ektn5wvj9/7EpmW4Odnvkn6UFN/0/bZJC/7Pw860H9TMNBjDy0Yx1Cfj14FFzAPAhbmAeBC3MA8CFuYB4ELcwDwIGTuE3P2YKMExo3pMaH8Q6AAkyKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH9jNdJkVgemJYHoNnuojZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyYLVBs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjRvSY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaG2Kun6XCy9Jdss6vLcwDwIW5gHgQtzAPAhbWkNXenWSxApNiWYwT6dZHYdYgVyILMYJ9Osjjq8tzAQIGJ3ECueYJ9OsliBXPME+nWSxArkBAgQK9bBX4LMYJ9OsliBXPME+nWSxArnmCfTqx9kaech10n7218JMMQgYncQK55gn06yWIFc8wT6dZLD7TA7rJYgVzwvMErYBbBZfJEGf0l2yzq8tzAPAhbmAeBC3MA8CFuXvx5wEk/+g/6oyKwPQbPVhyBxgmND+IUVgeg2erDkDjBMTbrWTjUinlIfKyt9LnKaH8QorA9Bs9WHJglpyBxgmND+IUVgeg2en1/09+u4RzI3cNDHnhzbVFYHoNnqw5A4wTGh/EKKwboisD0Gz1YcgcYJjQ/iFFYFwpU03SL65rONXTdmz/2k7eTCcmoacNaD+p7qJzs98k+oUFIidIV/C4ys6NOl6G/LOKl/boyr14w8s83sOChBps0ycXxp0DNbPakDt0ZV68Y60VeSzKZluDnZ75J+lBTFsCHKgPX/+FqnYVmVFeW5gHgQtzAPAhbmAeBC3MA8CFgENYJqllnSWVBAMTmOry3PmCfTrJYgVcr0xB/kxz+gfkL5Zl1eG1cQlZQ5ouVRnDD+hOuNqCLRXRpEBMVaD1WSjLGp8hjFIW0VaTHB5Z1eW5gHgQtzAPAhbmAeBE5j8Dxk/BN56OXszKsGl/Dx5aMYeWeb1V/pRbTwCcGlyJXeJzcmE5Zl5wumjGHlnofZyRc/4JvPRy9mZVf7s83qr/dnm9Vf7s2JG/dAtktRXluYB4ELcwDwIW5gHgQtzAPAhbWkNuQpqH52yzq8tzAPAhbmAcusdyKTO3ttXcXJexg0Q1UMJUH0eOURtANY6ycNVZm9MWsJ5mxCKYaLDqvW40rsSZBbF9Ryzb4QgPx5/vHkElfAtfANEFGKtwwF9qBbHpxwwL2a0KF8qSIQ/1gb6U/H9KMxqGgw6yh2fItH/lhY337ZG3p9gVvKixvg8DZglJHJaivLcwDvQKktZ4eXpLtlnV5bmAeBC3MA8kMP+efGyzq8tzAPAhbmBXYo3MV5bmAeBC3MA8CFuYB5INJkpaivLcwDwIW5gBPJImgKjq89NpVtgSrf2E67P7aQdUe1LSC9JXcOjzKGSnXcJf3s0mfyIYbHqsu55ZmXqVR++NdGHpt6aXr38P1iTtJ5Rb8OCRJzMvSSIg7jbVPPLcNeDozLpk1TftbnY52OKyQoELcvgbl8BA+kpvvzEH5OWVHtLrIhEqoL7K88SZibL8yTIcNAHIzsx3O/yJKYC0zicUG67Z599re/7s9Jd06c4N/LHOhPp3sp95XXZefKEEPtBgMmxBW1G08hsl11hjmPg7MBeov6iXSvhVafuluQvxk/sIbOssqUg94UoUjh2/t/0uJu5SG2ZN1yOxSHlD5hIYz4LjX+XK7K3sczjP+6V0k/JemuIre2NkbCjDi7ZZofPBhTdZdneDIUofrzPXGADYaArn9tBaZZw0g7afK6kFHYrOxNedLGs7pJmjCEmpElWeJJnL0mDKejgOODSQY+YJ2KZmIpg8cUaeojxHfslKU4j0RD9wQSfPtpiHdwGjfXAaQsVMYunbiOwUKnZ97zyYxt0VZVWukwK7FFH4lUxB3pSQapeX9816CI6pwqYBNTN7/oOQuv6gEUSVUXqkDMLoFOrvoCoUNunv3LKivfRUB+VzAPAhbmAeBCtY2/Po9qKvH8qr5jfApliWX3RYzG/4MofcZjIgyD4ORq63MJ/z8Tva8+H+LG3xs0tVtA2fZQKvlU3op5ppucK/flkBvjfRiGu2CWUlasZi8aNmeoKkIDN6+yc1RYhCs0FtC21GPH+n+p7pskFi1IrPbSgoKhMPtzAW5fOlyRPgcbcnMy9FOIHBOs1BnHIVxB3c4LdyxYavbipPiB8f8Wo8ifHY4eDjZcy107qiWj/ZK2DUhHAxezdgEuAzsAS7mVFbXWAFNs+Orq2bBbth9o7+59oQDMz4hIU+TNKUELAy/I1LcvVs4PsFC4tAvMElzKx9Wji94OHia0BH8C31PuBeXpAX0kDdTvmw1ZFF40Ogoq63QQBbnfALLCTmOQbJUCZIUBBWfG4DwyQjtmwgGYRDYJYDFb5uLGSytQUKBdBTDlfBa3X7laJG43I3h7SjMZ8uttgGiKOoJzijXrVYmfNGuGfTUPH7jLVxPZoGjK33SFRr7Ug2fnvvYovRZHYSfOUWLbbeSlqtur5CeNnhBRvFdh7XuFc+PLYa9F/wlWE3fILJbpMNDGU3gSIzWkLcAJBn5kgkrkC0ZEMDLIDrCSAr1GGgnz1BZSyPJ4feKBTtaPbRsyWmwj/heSXcSRYrfhNierdyEiF6OieYDunjwTa6wF2GWgew70m6a7zVthAD4Hn6ucarUQfTxZ2v/dRrss6vD5iwauAYbUF/gNZFoKZMVJ1mOtHNROQYqQagO2xegfibWJ++nlFre8ML4NLXqW5gHgR9FR1sGyzq8tzAPAhbU9foNAXzeKOqEQgY7TWU3FfCprcw4Bw7uEnRu3pdypl+xFIWeK7nNuDg4p+CEyY3YALyt32TTqxMUbPlIxagixa0j048Pq23sSGz1Pwv82HOaf3/7kL5WOjjwhVk6LTIPAQsrk8dKwt/LieEthsRyb+3BXxRXIGy+sYzfOHrOo8HHlw0qb47ECmvvpxZbNlQCQFLmWu4NN594nmVllOu3xlbyuYCBAWmtBSMpD/nGAF+2u5KAifE6fgf7mClLx9/5ekvsjF4U8iYW5I5uYc0T/5FHyqBcCaNzJ5bcN9VdYwGQpIBRUICtPez57EhAjnZbKr2izGC/4ZgDTQCFvkqiVQvYC4w8+eiPTYYyjIdDQAmIXToDwsAXbW9REZQvBnGrPn/50LM8GIJstzADOXiQCZIW0+cb4HbGSKbLCginaQ8BKpI68woE6zwQVJQ45EVcNuFMXzpbdnuZgg7cL5DMfOawFtudx4murDBGRmEwvTQQ6CxOLF1TELqKgI98mSYmK8Pb+C4ysy1b3BA2cA0Bf/u4JAx6y8qBXjHV3AVEIMjuk+waUniA+2QLcdByCDxM61gdnqqRI6c/R0bZyaPL8aMs6nZ1eH66lts9KfqxEk2W/Ahm0PDKW3/iZzOcbYKYB4ELdJJ20agPAhbmAeBC3MBK90tC5UUVsAP4C3SWRvTxt0sku2ZfgktxEbPugpCYe1GlF5AJ5bmAcKU59JTvaPe6EwX3VQp8Xf54P9ecwg5pEbehGX+J/wNXO8Yiv6VNJxAuFl6cVX7+VsLcxEeyCGl6prKF5on+uxDwIV1CNrFdo8tzAPOEtWfs6vLmBmivfkIKbdaGsvDbW7zq+xaWVHl+NGWdTs6vLmWvvHr9yyory4oJwMGyory3MA8CFuYB4ELcwDwIW/7EMML2w1XlnJry3MA8CFuYB4ELcvUKmTM22TOB+FJdss8yoethE1F60HgXCBtMxy6FmVth9hbmAeBr4PAi0HgQtzAPAgcELxF5sPlIcqK8tzAPAhbmAeBC3L5AqvrzzlUlisluYB4ELcwDwIW5eoVNwEqle2LFOj8wDwIW5gHgQtzAPAgtTl1cm6gkluYB4ELcwDwIW5gHgQtzAPAhbl78hTWahjos24SsvSX2Rp5x1eW5gHfAOZxNqHgH5s2x7RqFPJpA4VW2CFKUxPQbPVhyBxgmND+xjE9Bs9WHHwa7yDayWPogUh9nN5t+/gINnt3L0l20vS7ZZ1eXz+ku2JdL09LR+aqatEcQfR8nFowePDaDqWlrxKlLWp+vEqUtan68SpQ6VRKmE/dO7Lc00x1LS14lSlrU/XiVKWtT9eJUpZ6gwlIx1GkNU1aI4g+kHFMMi18SpS1qfrxKlLWp+vEqUtan68SpS0XODYw/UCLlcwDwIW5gHgQtzAPAhbmAeBC3MA72w1aspfiuR1y2wQpSmJ6DZ6sOQOMExofxCisD0Gz1YcfrSiF9QiJDnZ75J+lBThrRV5LMpmW4Odnvkn5ajDqTOEL1TD+YAK2wQpSmJ6DZ6sOQOMNGCjBMaH8QorA9Bs9WHIHGCY0MUTa7+oMK7cQK55gnxufsnbN89oh1y6VLtl5UmVgr4QVPMMQgYbxq9POOscxgn02b7Ch/NNgr4fO58JWwWYHqjZx5dss6vLcwDwIW5gHgQtzAPAhbmAEFxPi/tX5O6xBE8o2CFKUxPQbPVhyBxgmND+IUVgeg2erDkChzMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1Y2/N7poF907Dapidaxmuk2gAJMisD0Gz1YcmCWnJglpyBxgmM21VbYIUpTE9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWBhGzo96jnn9Jdss6vLcwDwIW5gHgQtzAPAhbl88+OvJZlMy3Bzs98k/Sgpw1oq8lmUzLcHOz3yT9KCnDWiryWZTMtwc7PfJP0oKcNaKvJZlMy3Bzs98k/Sgpw1oq8lmUzLcHOz3yT9KCnDWiryWZTMtwc7PfJP0oKcNaKvJZlMy3Bzs98k/Sgpw1oq8lmUzLcHOz3yT9KCnDWiryWZTMtwc7PfJP0oKcNaKvJZlMy3Bzs98k/Sgpw1oq8lmUzLSWFXIdXluYB4ELcwDwIW5gHgQtzAPAhbTSEsAUxB1LS14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lMje9qSweku2WdXluYB4ELcwDwIW5gHgQtzAFLOoiZ35G6xQ4VW2CFKUxPQbPVhyBxgmND+IUVgeg2SB+bCkF8PGYcCcGvgSWerDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWBo5Sgb+w2tSmbPM8jgowTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDj2RfQLhyULcVsfwjnuUsZeSzKZluDnZ75J+lBThrRV5LMkldtYGXvyG2Dmhc52e+SfpQU4a0VeSzKZluDnZ75HnH8yWIFZH4ymZbg52e+SfpQU4a0VeSzKZluDnS54MjwcRUhZh7dy9Jdss6vLcwDwIW5gHgQtzAOWUClt6XfpTtXryYTk0/iTCcmn8SYTkysgG8b2NbImMjgPuaLR4K1BThrRV5LMpmW4Odnvkn6UFOGtEEfwCvB2NGfTsjR30BHjWT6dZK+9X3rECueYJ9OsliAn8fNbtv0SVk63Ogduj3TPOF8k/Sgpw1oq8lmUzLVzeHXjcmH90BhelndCmfNgo4eoYKDUM1ElSpp38VuatVjV9MqVNO/itzVqsavplSpp38VuatVjKMqfxBQOw4EUzIawlEbh5xuc8c8yBM5K40KOmZk4tfBOvd0RNX0Bl3lVgUKt83mMfRWGl6bERRUaPbuXpLtlnV5bmAeBC3MA8CFuYB4CpUk4zv8LcxAFv+xFoPFNgPnc95RDOosXfLXMkMGrEWjryWZTMtwc7PfJP0oKZbRHD6cnxxAi2AMMMCFuYB4ELcwDjIpK/D3NsqK8t69Jdss6vLcwEPuv+iDEHgQtzAPAhbmAeBDDgo99AvqQWh6r1Tewz84XTPS/y0Yw8xGR8EImjEjnQ1APAhbmAeBC3MA8CFuYB4ELcwDwIJp3/I1LcvV49WaTVz5abMommldm3WQU7FhmM5ekuWeyoxaZB4ELcwDwIW5gHgQtreARy0COVku2V5jaTbw9xYZDX2gwLufsnbIdyTfQQtpWdh2BVq9+rZJo30NIlCIfUoU/2ozLWkDt/2/ZS7svR1QQmDGF6/csqPSuh7hC3MA8CFuYB4ELcwBnT+QPN8yuZLVdculS+yNPOO1XZ3KXajskluYB3oHhjfAtJmzOy4bxSTDB0Y+Sr7FcZSoOXXhqmyjl5igjK/bzUmMnDXSbANuu9cVP6FsDEA1NH6WBlokMgu5fOlU7YtAYEQrDhgOzR0AYJB9vH2OzldVlMKqws1ckosOyWG3P58pjs9iNzidhzCEtt431ErPLpwgI2Z/Kd6FjKX9vuSogj6Jvo2yOAnFdogZaLRdCXS7l3v0GUaOWFjswNhLSN5wpLbdP/UcryRy7VVor/8rDNXnkvoH3dBrfsWQwVTTetHkHc1vhqqEf/UuNkOra658Wlkki38TxknT85RYn4flRxaO6TEhoBHH14FPm2IYyTqrqib2z9tmqQMM8QEjhoBaHgerqA5Sy3LdbpnqewI4OYNMw7HMVpvEArNV7r8Op6IHjoyy/kMlkqCm1reRMLcwDhllBkBhEeLuO1wi5GHdnlNU8sTY0R9BFLl/IRI9Sv8AKufSa/QG81ZTVU23f6d6xNlRXluT497S737jaNlu2Sm+VbCzbzM+ENRalAXTqgyzfARNOn03wzoIHaUcjEaCA9uWVHpW/gthXhj7+XPMx31qLV9p1RgBNbg2wU4OUZ7D0RKaavAl1Z2tnrXYEr/Gy5Fjuqaa7Tcwyv2DaV68Wo0Wng+EnZ+WpZTvZuTR2dZ7d0Op/otJXTRkhXHBxuJZewtzJi8pm98naysY1ygeNratV2eUlt0uGy8aimZVn8V/xZLGwkcnjhfhfClOWWVZqjSJdR6jZE/0PaGAXtQdzPHmBMIx5bqbVJdIuu7IWYe3cvRSHw+x46175ilEILzmC51I1oV3Hln7D0mL+hu8Gt8yTE44zcnyYEFGWOSAKdLOJS8+Syix5VumyMSTEpYz3iwWlmeaOehr1vibmA5ZsMmA+a0fhjn6gaWZfw71QjZZ0JmLr/nnuGVk5M7QjObHKoNOTUFCEij4PJSLV3CsDp0vPA2NrhP7YUkmNGgJ7aX3fzUMvmpqHNhQLKK8XZC+VcjEMqEfRN9BCu7dbKDlVMzMRlUHuuy0YMBNun2pyhE2luskMHYUd4RApXKKkfbHX8YFtYknL3VZwURu+FGHrFGhoUzcNiR0seJitns68WXowYXsgeGaubTD/9jbQWvahxbIQ/0xaezdwvM84xlKDMAH5NmEDquOHWqGCzrlqYsaGBoQSRmgIrGut4EIPmvpparoIRr1d6E6bQymTztdaSh8hv3LVg2j5fviD8aeQIpCKxh1c9Pz299Usw0zdx05Pj2ibXgFl2yzo9YsCfkvjlpe9Ku9Yr8l2AoOD/GAOx+DImtTMjLirm/AtNeDokFukaFZb1e1kh3RwWdXluT497SsSqVun4o5kBJtDbg4eKcJf8wuryoYRtyIcCU+PPtVoDLFs6hjuOl3/7q8+8x8icyLVvOehJqlMPbucIja35lOOWiDinlrocDhERtzgSgBokshRnE45n/JGGcBSbOhM5/K/tO8vftrD6dirXQKanEIvqOP4+Q5mvQDKmh4lHm+9Q/PmC4SmAh/tVV9sBfaeF88otEyYyoB6dLl4O0DsYt3lV1cwUqW4fUDQYDe0a1fKiGN1sUF6zh0CAQFVlvJ04mkPTSjgH19Ew8IHdICRT0oIqCQRtqluwwviORI1yes/TosKVyhHDzkXfoR47aQogbHYK6yP5UDIp4s7X4FeEIELcwAyAGwbZWXy3JOynhnxLmRBS4a9wYtnV2HZdBOTQy799QMGtI+3bK1hH23mB5nqXeyq/CMtY8Zw2UVLTLhLFYqIKTcYe8LclEJMhlIELckzV+dXrgnPJdGPF/KvZI+FPfuVwysuFJ3nssmi7PQlMjcbx75id/aG3t4J9C5CHgqeTS+NMlQFsBX9WxDusoCmO3eIlcsQbK/bgFCQnjDQ3YU2uurLhoyuXpLtl5LT0O4SS3MA8BV142SbXMA86yPCeI2FbmAeBH2ngIMg9MQcJsvBXp9QFpbYbA8NBOMIgekMJRS+yyxprVALMKDrNA1ER3c6iU6vfkDzg1qYLZC74C+60LMlS6UYjvLxMRSyp+4fq4KnLjfcwj78Xv3m4eZpS66vVEPoH3MA29baVTEHgQtzASST4eXRfmbsTLOjbCajnSRmCvPxnt7vu5fPaHWOYwT6bOiGWdW11z4tLJLtmZdiWJT4Twx/uTCZHvNMVeQhdj4PFeW5gHimwDwIW5gHgKusupZ0do8u2WdXluYB4ELcwDyKu86S5gf7I/0Mpwq5/B+zq9+QPODWrtlqvSL6pwFLq9dw03qc5n0dkktzAPAhhhga+DwIW5gHgQtzEAW/6thqsM7iYuAcOyory3MA8CFuYB4ECtj5FjUfRu63V3RbmAeBC3MA8CFuYB3kf6wq0m98WAMhR/BZdss6vLcwDwIW5gHedbCizXQqnq73EA49k6Z/A8eWeb1V/uzzeqv92ebYJlUupBFvnfRfKMCZJLcwDwIW5gHgQtyTqCWn59u02FEBlqK8tzAPAhbmAeBC2js9yaNN620qmIPAhbmAeBC3MA8CFuYB4ELcwDvbDVcLsP9Mlbinx56sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYFyWKSdy5kx1qAIuF3FTG89WHIHGCY0P4hRWB6DZ6sOQOMExofxCisC3LK1AwcMMg5kPTtjkTwpSmJ6DZ6sOQOMExofxDoACTIrA9Bs9WHIHGBN+5QCTL7DBZlMy3Bzs98k/Sgpw1oq8lmUzLcDTvJUBkvpSFT+i6uk0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcEsCcc+XYaZKeBtz6/SCvQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QkrORsYSwNoNI3pLtlnV5bmAeBC3MA8CFuYB4ELcnk8asfnbLOry3MA8CFuYB4ELcwECBidxArnmCfTrJYgVzzBPp1ktZUh1eW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQw05YLMYJ9OsliBXPME+nWSxArkA+vQe9vBAMTuIFc8wT6dZLECueYJXpQF5BJLcwDwIW5gHgQtzAPAhbmAeBC3L1Csn4FM9nGYbR04tGDx4bQdS0teJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/XiVKWtT9eJUpa1P14lSlrU/W4VcQJcRxtKsRvSXbLOry3MA8CFuYB4ELcwDwIW5J2pe5F1ohRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4uBihwqtsEKUpieg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBQL979YySW5gHgQtzAPAhbmAeBC3MA8CFuXvw1noMYP4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wMnL6ZEdy9Jdss6vLcwDwIW5gHgQtzAPAhbWkMg1YThT2e91hO9geg2erDkDjBMaH8QorA9Bs9WGDPfIVTTNj4Tt6M9L9zM37PvVgeg2erDkDjBMaH8QorA9Bs9WFL4zqYz7UAAAFrlPP7Kg4VW2CFKUxPQbPVhyBxgmND+IUVMcbqJKzCaPW6TjCdCdddy7p2CQp3TkDjBMaH8QorA9Bs9WFFZFhrYxgH3eE5K5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELhPBmS3MA8CFuYB4ELcwDwIW5gHgQtzAFLMxO36kiaaPKq9U3sM/OF0z0v8tFzv++tG3mKy++LxZ2ggGJ3ECueYJ9Ocl126mImANh7RjHUDh48s83qr/dmBMDqZT0anKBUctsEbRB/mA29XPwzLMLVP4DlRXluYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmLBnK5gHgQtzAPAhbmAeBC3MA8CFuYB3thd80ZLf9iLQeKbAfO58HX3VZkMmhyCW28iix2eFqWJiAnM3yKWZ12+T3nfV+VFeW5gHgQtzAO9Qmww1pagCSW5gHgQtzARtF7juCsory3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAQio0e3cvSXbLOry3MA8CFuYB4ELcwDwFSpYO44gRaDxTYD53PhJhctAohZHto1Te1WK7jUBncxAj71pMOUrpKb93nTUvlwX3aBIPjYaMzd7+2TZYPHj4+ZfKMHY4JqADi9TKgQhnEwiF2OsCyXsOUlg0cFR2snX0jUtzizD27l6S7ZZq3Q4igD0l2yzq8tzAO8oYi1nU7Ory3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQuE8GZLcwDwIW5gHgQtzAPAhbmAeBC3MAUs2N7JKSN6S7ZZ1eW5gCtAohZYaRs0l5kCc9YImSP+ZENmLYBI9zCOdk7hR3qiNjztt1+lsxGrz0dXExjq9i4E9foQ2MevnMMwLnFvCcAwgmCugCtQuiWkMV35SY9oOiaXQrxOMGgbdJCU7KkAyBbv8482nl8/pLtlnV6jfGf7csqK8tzAPAgn6npLtlnV5bmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDxxeXZZ1eW5gHgQtzAPAhbmAeBC3MA8CCaeNvTmFI7ZZ1eW5gHgQT8V4Bc081Gfr0W5fYWngEvwK/lqsW5gH12WdXluYAq8sAxB4ELcwDwIW1vAI7ZZ1eW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CNdEdy9Jdss6vLcwDwIW5gHgQtzAPAhbWkNxaBZh7dy9Jdss6vLa3bB4BPh3n9JdtL0u2WdXlaZig79QXv3mMMDXweBC3MA8BVn/GrL0l2yzq8ty+BvUB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3Q6YytzAPAhbmAeBC3MA8CFuYB4ELcwDllBfz2FvXpLtlnV5bmAcupTe6tGden/AAkyKwPQbPVhyBxgmND+IUVgefRA09sqsAbyJhbmAeBC3MA8CFgV/ImFuYB4ELcwDvcIyN6S7ZZ1eW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MCWzlzAPAhbmAeBC3MA8CFuYB4ELcwDwFSpYO44gXCy9Jdss6vLckPNl3JJawf63TE9Bs9WFMCK8UzzO5yWQIbP5CisD0Gz1YcgUOYxGySW5gHgQtzAPAgnrhOggZb6hXVHYmQcPC30NbVLvpx9eYz4SOrvcNgBepPSwskyhAIhTbvT6W8GbUj3fQvss1dxxAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gS2cuYB4ELcwDwIW5gHgQtzAPAhbmAeAqVK9AWABKPNGIPAhbmAeBC3X692VFeW+Pj5B8AiIRfXSfvbwQDDdyyory3MA8CFuYAJyu4Vr5dSYAaBOWusoN0tAfbp9wAbh0KPn2BQy4CCAOmDblKcHULgQN+eWBdtufotXbGqA2VFeW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuh0xlbmAeBC3MA8CFuYB4ELcwDwIW5gHLKC/nsLcvUAMWYiqUCDL55/uoDU9EETwA+Vh5IJip9HU4CuIv/XojK0xo9aI6ofDi4gGM7GFkp9f1oPivXTMobQYi+IQ9bdXoNKJbtvoWNZjtVt/IXZf054VVVefw53EIvfQEUfqXGSV2JdTXFVJICdT/hw47bA18PSV58CaoZJtFOBiHdg+eWK2hEzyLiry2CNCj9zIVfFtcwZD9pVp1aCMoVpZ+7uMvYGuJ66JwwoQj8ty3Z47a7DcAq8sAxB+hgAFzGeqC5axsm6Y+wvsshbSwcJGRkAXwaMpVzUwDl1o7l6S7ZZ1eW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MWDOVzAPAhbmAeBC3MA8CFuYB4ELcwDvbC75phkOrWgypQ4PUAVptVyIW4RcdySnFvNPjd3wpLH8yQmF7gmZ3AbSpCmnlGJaDMmvhcnjvwR739xc83nvNP5XKYDiiv1j1DmBsGag1VPV1TdNJwxs3VdtaKuEGBjeALjTcWqw57vvHRi2SS3J8kxkaKfdCfw3PnOoGTVfJkIgL8bt1VIuRbjACShkni+WnOnObizsdfOSPkoHFu8tBjnU4iT9vW6JuX517QdRgxeOC3vuRcreHsCmQA89XKzLuoszKxdechWrWjQr/601Bywx4mwgaIU+dJ+vUnk+Og5sLKDDM5gT2AI5Gv5B2HNMm0lFAk0JuQ1qL/liz/jVl4AtDlzF+FH8dJIjp8xYQebArpWKifXxWBj1baVi0fm/dcPqNNAXkQrcnx7Bss6vLcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBDH0dkktzAPAhbmAeBC3MA8CFuYB4ELcvfj1uS1FeV0ddPGYGvozbJ3TxBA9VUHEeQvj9Q4NGuxJ7QYNP9pEwXF5mXJlcG9QeLi2iHHbw8b+PtJWNmOnZCEIUlTsJWc10FWA0q84nWnRxkT/gpoPpW5gCtaTo8wYOgqc8TCdRnTpoB2fUtvEZhgML560wdIAdGQJ71L9PDgLAtze4FbHlKA5EfPFRsZzBCaG36ZEFOwB5KFZ0nTD+vwfyMeKGHCo4K9k/P2HIRpTn038wbFASgzWh0v1zl34t6SSCT9TicGnwItW8PaFGaypcPP0PAS7pwSUC15vlgg/cLCxR5kxL6rApBAN7P6wey4Fa7YbqbVAbKivLcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3Q6YytzAOK3zA6LXo/Tq2TNDTnYQxG+Gzo60BXAShT+4lFkf1+Om1jXwPoquR1fQ7VnEFOEgjM7bfj03AVtChkMt6Naiei2Ch+9eAoGnmRHoA2XtwMgUv3vEEXGuKzUTLY9vJr9yjVAdbf3PCPLTPm6NibS1nehouqhRQWgtcQs0V0MByGbvAIcBjc6UnE8w9u5gjyhpkCWMfmZUZsSW5gAm/yphdxPYKWutOApcT5Ix4ZHgDpUwVs+MI+NsSjYsW4JdSYBwi3xEWj5PGpkBweGTMg9Igvm3b+n518oR8BhL2oGVSFLAe8XfzeoBWmGQ6vLcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3Q6YytzAOGW8L61jdZnB4Dxw0/W65gut6omhrMsFcgSRG7R2d93Xmt5vySKsljQ3b8WAX1dDomwNa6SNUrkl9haJQCgf5fsoji/nzsSX6cqevg+kQXVHOaybeZl5t/co2mCfrneHeWkyKd68MMpSX4CfMB/56vpCoD2H902ND4R5hWGIFHuRZ7FRjxeTuHFBLJ+btXYyrKZXYEFW+thEMtCXdVz0GJeKg0N0tYeCHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/f8JmW0cFpoB2IJI5A4wTGh/EKKwPQbzb0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTEbZHsNzgaFiPbnOqG8AyFIgnnZW2THVtdc/pLtlnV5bmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwEIqNHt3LxIXTHe5AKfHxCZqSWW2nmX3zU8UDwpU7m19K/c+FmJOGrz9OedET6HTSLaMUCyE+8q1NkcyYqFhEAR2gH7uzd042uasebjyTeysO44gChEkK/oqEUucN/Gyzq8tzAPAhbmAeBC3MA8CFutOn8SYTk0/iTCcmn8SYTk0/iTCckguw+wtzEAW6zyIESHuSFl6S7ZZ1eW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MWDOVzAPAlaGThPM2l67XgA8CLyY8CC+wXRdkJf0BeVFeW5gHgQtzAPAhbmAd5KrVc7nSbIrA9Bs9WHIHGCY0P4hRWB6Debeg2erDkDjBMaH8Q6AAkyKwPQbzb0Gz0zCJloBJLcwDwIW5gMZaAR2yzq8tzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4Ea6I7l6S7ZZ1eW9eku2WdXluYB4ELcwHwafMgiMZ64NVv0KUpieg2erDkDjBMaH8QorA9Bs9WHIHGBJwxqCVo6syHlVrjgUkqkHimwDwIW5gPncwECBAscwSW5gHnBW5gHgQtzAQGizj2DZZ1eW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CGPo7JJbmAeBC3/YhbmAeBC3MA8CFuYB3thlHE0SZlRXluYB4ELcwDwIYCUMaqbtVeoAtDrlw6b9e12p5BQRhl3mKpUfgFqS8Nfb8wDwNfB4psA8CFuYB4ELcwDwIW5PkmMqK8tzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELdDpjK3MA8CFuYB4ELcwDwIW5gHgQtzAOWUTbgwSqarMTrL17+DK3r0m02zMm7yU5Dq8JpgLp4PMe6JdGuC8uxso73IthHhxMAj6M0W1W8wVKG1WptjEU1x4X5f+dhw7wE1uCGQMLtpel2yzq8t/2IW9eku2WdXluYB4Cru+7l6S7ZZ1eW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3Q6YytzAPAhbmAeBC3MA8CFuYB4ELcwDllFXvUD3rELr6maGmMz6q2BYHSeuvly/9qa7bItA9ywPQwMBopW0dZMGrreUGbDTwj3a9T13kZHKLlsL4GEVQJN1300UrMNDr14vEeUdeLL0kgipkA67XNTDp7FjXxfBfRMDcLdW9TulM3TuECwg5P43CqsHwFbpXKcr+hO2Aen8Hazd4KC7LtGup2dXluYB4ELcwD67LOry3MA8CFuT5GpbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgfD4ZDq8tzAPAhbmAeBC3MA8CFuYB4ELAIlLaCSHxiKicw3mGFsXn24S0U7ZpNLAfleLBILF7f+uVhgTDIDTYS4TZug6BAG8j7SlXOsi24ldl/R7oTYAhMiL5HV3s/eSFX067WTtLMH6mQIX/QUMbukHvPgY148M5bmAeBC3MA8U2AeBC3MA8CFuYArVvD27l6S7ZZ1eW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBGuiO5eku2WdXluYB4ELcwDwIW5gHgQtrSJvGceSkmwXeW+uFfzBrShlnL2oxF79SG5Ms5cSzZWXxLAzhgnrbOXf3fCOmXvO5PnwfSLtem4nwaU6ydoBDtKCAL2C+8dAlrPa8CgvZYlJA3lQYqlKL2it7sXZm8jXb7Y/u/nYsWgckURkkBONTuMRwCSOfvu8RlRBFITww3SJO1H4WfUCFfLYxlv0VWAKxqg8k4GICvFhckoosT/Xj+S4xpE+ZWAGtuvlgH5bmAeBC3MA8CFuYB4ELcwDwIJ/GrL0l2yzq8tzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYsGcrmAeBC3MA8CFuYB4ELcwDwIW5gHe2GYZWZUW0/HqLLKqIbNiGQaHGNHyQUEMVkqnvik32DMQeazt+YrtuWHrNEtXuPVLfglOvYrdRToj8Adg2PZciCoV7v8tvGSQrtieM3WvJH5w9e31uktbHhxfzoJkVBVXigLodYzgoNldYeAvZ4ZcHOqyvdxL0QuSz9MAGWS9uWVFeW5gHgQtzAPAhbmAeBCwNQZeku2WdXluYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAls5cwDwIW5gHgQtzAPAhbmAeBC3MA8BUqlySwL5Cy9Jdss6vLcwEBoxATY7KReyF5REYWlMOzOAyfeVOpVOIQGN8nMneaZQd/BFb2VWd4G2PBPWVR/G1E89QuHBUsp2ubkAsUc96xN0se5P+Oo2PrhY0V5bmAeBC3MA8CFuYB4ELcwBWreHt3L0l2yzq8tzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CNdEdy9Jdss6vLcwDwIW5gHgQtzAPAhbWkS4JA42g3aFgowTGh/EKKwPQbPVhyBxgmND+IUVg3TQAD/vUqDw31KqjxF3Z0sw3U3G2TpZz9XmlwDl+ku2WdXluYB4ELcwDwIW5gHgQty9Dyvu1qYDEHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4EMfR2SS3MA8CFuYB4ELcwDwIW5gHgQty9+QpZOneov0oKcNaKvJZlMy3Bzs98k/SMXlatCOXiZHq/TEVgeg2erDkDjBMaN6TGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6ZKV53COoQwGZLcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MCWzlzAPAhbmAeBC3MA8CFuYB4ELcwDwFSrH9Jdss6vLcwDwIW5gHgQt2AlXm9Vf7s83qr/tJ+lBThrRV5LMpmW4Odnvkn6UFOGtFXksymZbg52e+SfpQU4XcwGQbLOry3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgfD4ZDq8tzAPAhbmAeBC3MA8CFuYB4EK3IWkzH2n/4GCi4GKHCq2wQpSmJ6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMEzYjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWBqf9uWWf0TSRxdss6vLcwDwIW5gHgQtzAPAhbmAd8iZ4SWerDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1VlPxm6y7ZZ1eW5gHgQtzAPAhbmAeBC3MA40c9e46xgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMDJy+hIc3UQIW5gHgQtzAPAhbmAeBC3MA8CFuTyby7LQ+DbWIFc8wT6dZLECueYJ9OsliBXPME+nWSxArnmCfTrJYgVzzBPp1ksQK55gn06yWIFc8wT6dZLECueYJ9OsliBSGOu8bn7POQ66Ss85DrpKzzkOukrPOQ66Ss85DrpKzzkOukrPOQ66Ss85DrpKzzkOukrPOQ5B8Uqyzq8tzAPAhbmAeBC3MA8CFuYB4EE08g4BA6f9uF6w5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2UrO4kPhsb7w3U7Ory3MA7yZf/UjRXlVW2CFKUxPQbPVhyBxgmND+IUVgeg2erDkDjBMRdkSiykxqB7dy9Jdss6vLaFn+cAfdfdcWDekxofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wOmajRGyKT/Nhf5oB4ELcwDwIW0lAon+bcQMupe1wlEENxO3gBDodQ7akFr7XCUQQ3E7eAEOh1DtqQWvtcJRBDcTt4AQ6HUO2pBa+1wlEENxO3gBDodQ7ahO4MoLuOe2ZUV5bl78hc8V5bmAeBC3MA8CFuYB4ELcwDwIW5PJudVLs3+r8SdHXksymZbg52e+SfpQU4a0VeSo5BQE+cAnluYB4ELaGzV40ug2WZzG1fdkFVvfwBEpKmdxyYT1UlyGagUxAQAzgBekuzXiBri3MqK8tzAPAhbkzDNAAIVuhi2BXaZBXAK6AOcAyxBpgXhNMOBNAKHx+NHR8A/m4Qi0wqxpK4Lddaaeh5ehxYmQcDbuYL3yd/t4Szq8tzAPAhbky1T6s5V5tZ87+d0Yt87OWe/8O17ZZk5/o9GTzBMoFioWV1LQlzYOrHTiy+JLG8fhJJySEjyJwZajogb1RrCmqJVMQeAqVaMrl6S7ZZ1aUS8h0hGliJbkoLYhkTDMSEzVJcZad7CWSkOEq/GBC3PhK0IDRwErQgNHASo49onluYB4ELaiQSI8u2JpPLUUJUAE1/jZDxvVPDStnlFSyJVoeW5KB8dkAJVXBMlbwYNrgBKYCRk2uNAoIi2giO+JoIMyfwiY1E3gtXWkiPYkH7mso5tAg4IvTjbeI9u32mQ6q8tzAPAhbmAcuzE3Kw33Shv/05IUEDQ1A+OhLUxJtiBr+pcjP0PS/XzaxCVI4T2j+MMqd/F5F/B71W7XJ+PfncHc8bY/1L8npzSdaIOfMhp/NdhGRGOAjTGUm6HIxnmCcSmMklMNrNAyzttLvsSoLoyW5PjiBC3MA8CFuYArTDIdIZGZS7zWAc8E1O/FbNhazzqonqA8IMbuVFXBg1PWzSGuQLp5Hm1sxhYoTpUTGh0akaqcrwCwcuYAivi8E7JnVlyZykXypqzOaBeySlvTOQ4UdbTnwpqbSu8/ZZwirZCLREX2vmgHe4P+f0l2yuofLROzq8tzAOPjT/Wpv6ahnsbJh/x/h7w1P7L7qprOKLNPnD8TQOAKhT5MIMMU96cS6jfxhTMfKd6qe7XwpcORadrk5THqtZotQvqtGFg+0MtaQH3AvQyy+tNFOVvqc3EFq2u+uIF/tUPe1MaMboEJlL/HVD+/A1Nrp/pKV2su2WdWihyfhUCQFzikBm5Lp6dQMEf2YA2HroObFXbL9DUknfUcGBi9aTCWory3J8e0Ty3MA8CFtbyJ18HCOGWkN1vIMGHJUmGjPSim+KTqSgFcfCm1FL68VRw5FU1gsiLNshL+xLx5RI/zI6yeaeGFlLCT1NUqOE+OSyH8MJJt9jkFkOAxXjNZeh6m7h9piifUvSjzeoCN6m1xEsDRqBDzGKsFj+p1GoDhndu5eku2WdXluT5GpbkwrVovGhrIRxDnL2qrO1sl2PRx7QqC/STSdsaAcffZXllAcQk2jE/R+VVUgh8tx+IsV1ZHkDkfNwCtJ2tbdKNQBaxKvDfa+aguW/AV7pdB9tUNp5bW7t4ELcwDwIW5fA3qA8FRMASY/hOzFrPUMIVEpOwryJzcoQWC+98zIbtNwbTgbsByYDuf+6HpVm1lLT1uRF6sr+caKQuYICi02txpq0o5nn7qR5gaeDvR5teQP+VDLV6LUQopw8MiKoE1pP51bXT16S7ZZqqvfmVFeW5gHe3xK07WsDwLE7XfiDQ/19BH8wJTK42ig1PdfYERLOXIgyg/Z/98ucbPxA7hVFQLYeJ4yCbNrUB8yGFl6QlCDzBXn8hiLp/PidENUkMy+7VaEx849IU3xcmlwY7kqqSv8zdxwyBgUFWsIQOgjUC8iflWoPZKREJQBzUPEwBtOhMYJUtYuuf0l2yuuQ60AjwLTp0NqrSwWcq1qWsxi+Y83AIwZywTndNwgtCg4QinszORQvuYB4CrrqzKivLcwDvcKVZZ1ik8KQv1x5ZKPRuDACrjwGynXgWwtzAPAhbmAd7g/cwDwVZvVKtazdcdilA0/pfr+yvCksiSzrWZfZej26VwrcwDwIW5gHgKuuf0l2ytRxPGK48nABBkkBgcQ2AujEHLq37llRXiagRskluYB4ELB/Wpk45B0xb6tvDJUJpZQ2T66hH6eaFHnPsJAo+vfEgOEGDyj/6wNR3pimT3z+K9f5rpvqN+vtoy2UZTwCO2WdWhM22JwHUaEx3r/VXrA6zGl2l7Q9w9fcwDwFXXVmVFeW5gHe4Uqyzq8rVyFZV9fhgoF9NdPe7JN2+RR4vyCZ7Bk4dHR2vrFQc6vbOtqgfcsPNg+0Ora8Asu2WdXluYB4Cru+7l6SdfOo7tqV2hi6hT5JxfSCthWJpccBQm34V3oXRL0bhey2b9R4/pMWRrG7BK2mCbJ9FOMC3D5yB+mEPOoA55HrQeBBPzQDwIW5gHgQtreAR2yzq2sVGVTYBhK7HaagYUIXDDdUjq4lizPgAZcQgWSnUMrsDAAJ0FKoQk01t5AyILoFV/KUWhU9UXFDnA1xjbctXbLOmIapiDwIWARYfYW5gHgQtzASKQtzAPAhbmAeBC6eYqQ4RRphkOry3WmRTrfcsqK8treAgEktzAPAhYGoMvSXbEwEVXiqujNzpRNu7mOA+xoCKx4nUm9nbNTs3Muz7bjEzQVKwfQpc8GZsc1K4nophoU0E4IIblSMu0kthpPWIB4ELA1VjZZ1eW5gHgQsDOA8CFtBbXhrw9pzfltfrJv2apl01u8WHZhSgalMrwlsq0cVkECiUZpmk1cBW7z/g4Uyh/3RNYA5tdu+v6M2dzdEmZlJyxaIGUaIwd7qCYg8CCfmgHgQtzAPAhbW8AjtlnVogt3BEFHE2fGoklR8pB2jsq+idUDi3lDr0walI3P7Zo/XsNdHTjjBuufRCAZyOPFo/llXSXNnH/mw2hLv0WUdpp+7bdmUPPz0l2yuwO/ECFuXvyF9OYB4ELcwDwIW5gHgQtzAPAhbmAeAqVLVrdH3sUNFjZDq8tzAPAhbmAeBAiOlSlrN/Ory3MA8CBXA4SXuXpLs1khDoQTCaxkO+dfAKOhHAK6inkQV3OZmuiQZxfREiFBDK56PraaHmvQmydfuYB3kf6F/o1TEHgQtzAPAgRghxfjQSS3MECzNOgKlMNsakiAgHefvoSLV+mXpLtlnV5bmACaLyvkmIIW5gJJJbB0rJr4qsdss6tCONBYN5NmivLcvfkL6cwDwIW5gHgQtzAPAhbmAeBC3MA8BUqWviE8/xF/hRg3pMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sKNuqQ4pZrzItzAPAhbl7NJDtJPYtujmKqqtsEKUpiegu1BDkDizMaH8QorA75s9WHIHGCYiyC44pbWS9GuYB4ELcwDwIVp03elS53nMhRWB6DZ6sOQOMExofxCi60QorA9Bs9WHIHGCYm061IgotKiCZLcwDwIW5gHgIT/Sk+MvynBs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0GxGtg+aiRTg3LKivLa0i6wrcwDwIW5gHgQtzAPAhbmAeBC3MA5ZQaRwphOTT+JMJyafxJhOTT+JL6gHgQtzAPAhbn4yX6UFOGtFXksyk+bg52e+SfpQU4a0Va+XkaS7ZZ1eW5gHgSzP4ePLPN6q/3aMlmUzLaDJZlMy2T7llRXluYB4ELcy6OPgMqDJwlqvI6lt+YDb1c+5brmAeAqVaMrl6S7ZZ1eW5gHgQtzAPAhbmAeBC2jZPA2+ST5ACTIrA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0xLA9Bs9WHIHGBvW2QQasfjmf0l2yzq8tzAPAhbmAeBC3MA8CFuXqCV1GKHCq2wQpSmJ6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/sYxPQbPVhyBxgkrUHRq9y9Jdss6vLcwDwIW5gHgQtzAPAhbUKQwdfZP4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/AFcqV77YVuYB4ELcwDwIW5gHgQtzAPAhbmAcsoNI3pL7bWIK+H5QgQIGslWIOBbAu25i0MkCZXGJ6DZ6Z3lY6VMiuzZqLROztZK+gpDIX8APRwXu6f2h1etgDDTPAD0cF7un9phca4E2Au27FcRDkDjBMaGE/5G9JvGf7F63M1e/ki8jSXbLOry3MA8CGGmeAHo4L3dP7TDnIe/ckAwQozTrdvOd660ybaea3NSQKGl0Yn/Fqy5f9BXPCVsFmCVsFmL3dQCubZSBDlRXluYB4ELcwDwIW5gHgQtzAPAhYBDR/5gHgQtzAPAhbmAd5TWQnORMsuwIyljvY5ypFypB4y+SKzsf1EwbiW6XObIKiDlI+nmrWaie+5+w1Y+Rh+QB9aFr7/5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIEuf2kPEKCIEdh81whREmpb2KqjLLqVfVBKYWjkvNNGyszdd/CeYcNC0Kc5svNWcmhRpz7jSL8FhOA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3JluLH5z+K1jvuoZ1nXzzvObLR+ZvK0mF+ZnP92Qjw5jE5hGqWgtPe1wat2S7LImAzNuHJ1QDhqBEkb0l2yzq8tzAPAgmoEbJJbmAeBC3MA8CFuYB4ELcwDwIW5e/HpuFl6S7ZZ1eW5gHgQrZ9eKMSq1u+vWQHJjgLJuRHidQY85JRYEidZ4gE+AxWC1lOpCDLPbwAaCZblWG37P8BHECFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3L4DWLKVRpzUo25oGy2Jfc3VbCQhj1cbpp3GzXZ/g54MWfwaK0IFG/oHo2cOz+XMg9WRVXkqV9yyory3MA8CFuYB4ELcwDwIW5gHgQtzAPAVYn47RAvcXAQ2vRCAaGKvP2N32chjlinO03TKKbgs1BBbBhzN6sA3VShb2ph1SS1GNkOry3MA8CFuYB3thrmMqK8tzAPAhbmAeBC3L1zhwraHBJfRxkh7369Hla+ZlOqqOySW5gHgQtzAPAhbl6aijJcQtAUP9KsDukFelA82F+/qMUmvqjQTk0+netMeeku2WdXluYB4ELcwDwIW5gHgQtzAPAhbmAKs8zcV6l0MSbp55WAiYENzpOTPPb66ZABkdqJJtsdhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAOXFec6WdQTyAdSyYK/SKreKHam0G2slyw3IkgjRY7ZZ1eW5gHgQtzAOWUgQ5UV5bmAeBC3MA8CFuS7KWqnRYYUOl4UgRSi0FLT8BiUthsdM59GWAUlsBfDJlFh18pGTeoJOf/Ivczq9I0p+JZR4wgVlBwrmUxp4ikdss6vLcwDwIW5gHD3TIoa69NE8BHjPQ8WbzHmBe+sqsonJoBXGRESWt1vJHKlVziAkKXTZI1FDdsEQFf+oucd4p2kRrTHnpLtlnV5bmAeBC3MA8CFuYB4ELcwDwIW5gCrPwxUnl7cPWZTMVcezbL05ridW5qWwMnojS+HYJu7rT81BEGwIeL7+rbWq3d9qrfmHryypAbKivLcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuT3TPNqojwRQ6F8RywpBHgddmIhKGUylA4L9+JI/TSd3KDq1UW7Sd/bcYvqJ7zoGJ/I19so3xlZlRXluYB4ELcwDwIWARYfYW5gHgQtzAPAhbmAd5UJRb/Ip4tGlvr2AhuKb6FfwCGlQWGzjf5qLqHbPVh4jvo2P40MlDjEKpt3BFdSHA7G0zrfvyKKXK4mHsmivLcwDwIW5gHgQtyS5T1jmHFDCGFGCmZw7bV3933UaXPys4/0rhKdh1NdnyXTW9tzslT2ACWYJ/fzT1VgzZDq8tzAPAhbmAeBC3MA8CFuYB4ELcwDwIWBRlq2PpqCg+pLJkwWuVLIlKidEvPLpG35Co9LalGOF2IypLTdTpKBygHPLdXXhlZlRXluYB4ELcwDwIW5gHgQtzAPAhbmAeBC3J7pmQ9OK4KERwY8rrWB4g1QYjBTyvVgz5W39Clmq/6A+chT99b8VON2+CZ9JkOVJNrmAeBC3MA8CFuYB4CpVoyuXpLtlnV5bmAeBC3MD/PZ4pBXg+cjsRuSuimiyyBdE/IdHV5bmAeBC3MA8CFtFYnw30dvVRtY7T3dtnXHgX97mrYbLgmHiaCzG3SbEXTWmPPSXbLOry3MA8CFuYB4ELcwDwIW5gHgQtzAFWe6/vobA3JHpL4p4QThKAATBmYH3REY8jj6A2VFeW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcnumRGNQmLGRnjFCHgEH+O6Lzcfp4leLfEbzltHb+dtUk2uYB4ELcwDwIW5gHgKlWjK5eku2WdXluYB4ELcwDwIW5gHimwBSzbMrLKivLcwDwIW5gHeXdME7x8C+HEge+qQDUPbZW3tg2Dkw1mwnJPt0dK0zPBw8iF2cNWHRwOsLHqFGPBSPa58eBg/K5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDvb29pH5EpskuVwxc0DReWz6mkPbI8eXTLahobj39sS8hfv7zKi+lmZNoMcdDcSXJCy9Jdss6vLcwDwIW5gHgQtzAPAhbmAeBC3L4DWgxKO9KLrIcbXsu6zo4L0b4vg3BpRQ8XSS++bY7z0lis8xUOqQqYX6SJxWknC04teAgjpNpEAd+IELcwDwIW5gHgQtrSLrCtzAPAhbmAeBC3MA8CGGGBC3MA8CCaeQsw9u5eku2WdXluYBwpTnGC8E1pTtXaYm+WN4I+1qZj2oLNomU/X8c1MOrQ+wAQ05pkKPs/CHkJC2R3eQKKN8BwYlhSbZ4p3j2DZZ1eW5gHgQtzAPAhbmAeBC3MA8CFuYB4CCKwy6YMJppsCV8Zb1Asfgpv3Zzc4Vef5P3UTauRUeGrS5NvTdq8BKMBsafRIfmeN153I6nuBO5VFl5ibmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAgnlkDzbKYcCyvmGHEF4vGazd1mJaroWwd4Huk7M3zgVFEoJ4CA+vYmA6WR8QZgIz9+L20/mRwBHbLOry3MA8CFuYB4CpVoyuXpLtlnV5bmAeBC3MA8CFuYB4ELfWs1SRvSXbLOry3MA8CFtDVw8ELJBMPgAdfLtQLTxfx1jJpXTOHVoqXIDDDAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQty9HI5v2Y2EiCQxDoACTIp6jpZW+WqR/09/cwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4CMOGV9Rg+7lVoZ0ke6+XagWIccSZgCBSv9+IELcwDwIW5gHgQTUCNkktzAPAhbmAeBC3MA8CFuYB4ELcvfj0wtzAPAhbmAeBC3MA843z1F+lBMmnMqK8tzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5ggCrZ0RRpNBJLcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYCSLE52ZV68DihipHbLOry3MA8CFuXvyF9OYB4ELcwDwIW5gHgQtzAPAhbmAeAinuVaXRJ8sNWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0G829BvNvQbzb0Gz1YcgcYJjQ/iFFYHoNnqw5A4wTGh/EKKwPQbPVhyBxgmND+IUVgeg2erDkDjBMaH8QorA9Bs9WHIHGCY0P4hRWB6DZ6sOQOMExofxCisD0Gz1YcgcYJjQ/iFFYHoNnqw3ypBOYS5lRXluYB4ELcwDwIW5gHgQtzAPAhcBiqYcE+Pbd91QPU1H+1OrN1kdhzsOsQK5EAtD8ofQaaDTlD8sAtgr8FmC8xfCfvKF7a+YJaL218wS0Xtr5gnxtpkCueYJ9OsliBXPME+nWSxArnmCfTrJYgVzzBPp1ksQK55gn06yWIFc8wT6dZLECueYJ9OsliBXPME+nWSxArnmCfTqy08tzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8DXweBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAQcDwrGIT0lJMsJgZSIhBWR+dXluYB4ECNlDs04rhGVgcRjblcwDwIVxAVkC/XPQ4KIRxAd5DNRzdAWZtBMPbuXpLtlnV5bmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC2l860HJziC6nyxXisOKEXLMU9yirgFRyi8OUmrr0qJH41cE5awmSK8GAcs+847wHjNqJHuMOFmz/Zo74McFj17ePa6XgCanOpgJDQu3KtvCO0xMbHJ1Yuoy0dP57msQ4uzmb5W0Henn4gicvTpklZKogAz0lvFbeobAi+vbVo+4uY6S7c1uxWE5mqNWiDTvqNIgnScf8aYF7AZzDOrIcPfe0NzHl/28CTWI3VPJBHB/L0+QfmvRSibDnROU8bqbHbyxv12HCQ8MKhatiX7lkqoLL/Lf0M7MOXejylxOeIdZvdwts4jeku2WdXluYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuT49gWS7kIYv8di94zOUVjJvpMvMc7fwYu2KwfoDx5DY9ZRW7yK/48ReDIWXh62HAIdKyC8SmrB/j5Arp7J4icJo1h8CTZf9Fth8+mmnIOHwNm74pVGiY0kTdFoPVD9eFm0U9uA1OxAuCD0bE7CpIuRft4MQB2fWKDgBDpAI8NueKGmmCHEExJIiLrMp0idiCPALCvhwjLeEvcl0rNS8iyn+J2oOj28hqf3Bu104zg42AETvRMpdHju+pej8jHua9xXp+wMW77cvAl4Bl7e+LjM3y9oNmMreLJECZbXPYS60pxednl3dTo9a49pN8iB21PE2W3jXVgKTSgCWory3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFaVKRXXYeXzVakdmIGT0VAVlBzUQ/CCFQVf8jQNkRVgkF7R9YjKjHQB5TFYS5wXw2KFZcK8sAzjRewtoSSDb73qT0+4yGvxCtXzCI+ZCtIlUe2VfFYi1U0fk77eYrZqM9VXCzcQoeuCiGTb1syvDfxy5tDONI7ZZ1eW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHC/tS7eYoaDJR+1kuzFOSHT+HWZNiXbEhKS8vLuNAdFmcjAAYgxPbWRTRwBQZAhVCYbuZPLTDoiBC3/YhbmAyGyhDLOry3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFzA2xu5Zk3csqK8tzLIizd5c+ErQeBC3MB87mAgNTDBo/MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgQtzAPAhbmAeBC3MA8CFuYB4ELcwDwIW5gHgIAA/v90cgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAspWuzVKZkA/007/5i03EOMpMAyZJa8WdnGbhRmkc9A8EHZ7e7r6o2PSdqOWgmW0jtVesmgAvqYvvJnswdZo9C2YOspBMtpHaq9ZNABfUxfeTPZg6zR6FswdZSCZbSO1V6yaAC+pi+8mezB1mj0LZg6ykEy2kdqr1k0AF9TF95M9mDrNHoWzB1lIJltI7VXrJoAL6mL7yZ7MHWaPQtmDrKQTLaR2qvWTQAX1MX3kz2YOs0ehbMHWUgmW0jtVesmgAvqYvvJnswdZo9C2YOspBMtpHaq9ZNABfUxfeTPZg6zR6FswdZSCZbSMdqwgJewQ9FU+DDgAAAEzLNsvDcTKrmVbgsdPXX6PL1cHrr9Hl6uD11+jy9XB66/R5erg9dfo8vVweuv0eXq4PXX6PL1cHrr9Hl6uD11+jy9XB66/R5erg9dfo8vVweuv0eXq4PXX6PL1cHrr9Hl6uD04AAAOYHJJLrR0hE+rXwxscZw8R/bUnj1yRBOIilWqSDCDCet4r52BB8Ntq6kjNFlVjh+5hjDdldIk7tvBDv72yHcG6vigAQNjHXZMUZGzxd/iV+HT/h2s2TyqoXOCWstKvQvAnuOIHJXJJEDwx9+gAC9HNG/XwmLP/3f2mRyqkku+IUONuA9zpzSxaxdrsaiPgPXTvh7/E4U/+W3+j9KpCrsPG8yigeRMEFAAGZcesrXDcDfTe80yE8EO2RKElScnMnHKLE/B0oPhZ6UqAV9+l6vfdLY6tzRkkeLYSYpkLBZWn1bxdqrhaBBFK5WOMYcBBfaf7vhS9lCSpLg7jv13rtAwdv2sIhzVF+gRwPXluZPbZJRhAAxo7mJ0YsgC0EfQMBuS9fjhv+IvaXtd+3xZGLJMMYJZ9JVeM/Gq3RlyCF13sn/1E68ajVd+DOihKAUDhHP8WDPHlqpHtnln3xOSA4qlHIsE43V4bwY5pInvhMjdVdzpYv4uNIr/LdCoQFYBnGGQLbCFM32Heui5K3YUoWma3ADEHFPQ1lkpq1mj/uimkISQ6+tkPEPzn4DgnBycehqeNHu8cm8WjWlKtpKqdhP9SNibqKK+7xj501Ai/Ouup4p6pB9bfR69dpuU19A3peA+4WyRRSgJY8Yzcw/oZ3jTbJ6wkAzaTqnOuPtDRtdZu50p7jMR1boifODsoIeNBk6gAAAAAhyAYlfvOOgftckYHoD7T9n1gH23c76j5PtDOALbbQ8lN9eB0Yi4cYk1dran8tExuD8AQLFBLtmbxzOMwzptEDnA47CiKrZ75EPvNcb+myB98GAL9zuI8XP6N07kBIamHj3ZFIv8umTE9NF3d5i1PT4lnpgFEQ0C1Mb+lYqOzyC0f2K5/drw+iGed+rZ9wZO02eswVdoVg2G5ehDVArDe6zRyqcPla7xoMogZNeDXltg7BdNUANQOO3NeIATvKNQ5en/+cLl+cbEeo3Ef+kR52mO880MtSSOEGeXkWeYGeVWROzp8qJ+YhT+bH63Q6Q6ZYmVwtWT5Y2DBBivH2HMXkHVTlGd9gfQF6bGOXhUnJx8ztY9y8xGotBJPRQqeM8xp6COmCOnESSl1WGda+g+On+C1I3iPJUT9hZ1F6oheM9Gnnq1PC3g1HPtBAAAAAFaVAAPMc0k7NyrAAAJYFQHChfKT5GEOKeCF7cn3u1YE0bF4KG5dQgR/h8xcp6QllJ8siuOjXtJMzZwulvHxSmjPXNeBn6/ewQVHEf+N24dDReGUsWEN3xR7TPWBVMc02Gp+f39oGzZsCXu9LPqgGkQ4CchWLcM9a32s9+HNy1EWrm0heAd3odlZYCeULgAU+W49AL+TNnX0Lit8kOmOPr+kf6SONB+7O46Tw/Lx+43aOJjPih0o5GWeAlwsV+iGzuQ4N7P1gN430r5ndKS+c1YmDJpb+7JYnzCjec43bYGsEt4CcvGMMo2ifh49vJSFa+NCgO3PfUABZh0eMBJvAO4AADC604/KM3vh0BxsKsso9ltzFeYaZ4hrV75Ns3vQQ6SUdz5Tl4y9swQWmneN9kLI9GFf3h515Lprq5TRR0FnJRayR1MAcBWIGYNo2Qy/DmKVu1+tsIZkAgN7IcZWpvFf4xQOzEDXcgTIPQVgTNtuUkTS258Nw0mmOa2MHX8LsJh2j8Vy/+nbXKarLE9YMvsAN+oAkQOKWtY3tWCm14PlqClOFNELDdb7t0euoE/ssM1CS8QkkQW1u3S99MWyuhzDW3HacYrB625eY5D7Ejo0JFDRX11iY2DhReJzRLB0LDXRCdCXh5Djf74DRXMP8cuYgOPFh6rBTHpIZz3I98LbO5a6xQ9ZoiKD9Ed1uV0mYrwUXVq7fw56E3bjc3qoZGgqhyUnguD4+8f/rsZZ/4fNk4S5l9hKgPme3kHqdJJS34jFxXSh7pe/kk4iN3NJ6KkX9KLQ3oeXGA7KFHXfKq2WkGzLBhzxmTPh946R8c88vh3GuM9WL8Ak3MdkC/qCtxrzliTg7LBfUWnPbdB4XxncskPIYMh7rrTle4Ce321H4hIqvXnmqTWNBrRiYf3wa0N0kaGB3jYR0Qtm4v4KCMon/VKD1tQ/fxXuTByeqZ+fi9YZ5T7MKVkAgPBB5bOG6tySP+0ENNerVEOBEmIcW8eXDcqpnHjlQ3kt6WwZ27d2KE/TMfQ2qzMPnhHRoWvGOPliK/qj8PzRFMEq/nigJdiGoLg3oA92o/SP7ObjId2d6QBtWw0zpZ3aG7H6pg3B+jRcw1zi/EpPoMN1Y99YIwKvX7FvMVwVlaVi+ebNXg3c7v875y00AB02To0iB1v+vrCzCrE/ClAPzRfSmeu3AYpfkWozZh4Fxh+DA96FlGYSwTq355tsNETm7I+s0rjZB+qNuSuv3jjRKPOCwPTlht8QJ+9GiCDtIUpjtSc0DcrR2TwK4WRKnwJqhF1RKyjLtQUCy9jTqL0t+qHtqw3nM+eAEQ4fLYeH9p7KPgC7jJnNYmrGuL+hbRfA6zVxls8Up32AX82qubLVBDbyAq76hUdByeUQi29m7OMECuPS/FRyTNy0U/gMOiNmUgYvjCRvY8jJxBHpfWRneM7CmzFLiKroQrQGUeTRGVTVWVx6igAAFRjBhufhUP+9TY9S3TRWY/znSBpjpmAMagDWo7lUlGP744gEMlhSANocrSngV74MVdMRoYrZPbuhGKZqfXMRDTsuGHnMlp+laKYAgx8+cBu1BxIUkjKDKlVZk/KoAAQdEmyA6CJmSzail1ZEJUUOR8C498cYnagp9eE1y+vjSPJUrrql0qE7qSeTmte1IADnomEguvSmwiTpCYrEArQqU0m9B127Q5MXUrSt6QyDLaZfi4pVbTgZeNm9N7k1O2TZEaCNr+rBCkJdEU6MnsYzSK4Z/9wn5LSGNhQ63gK21vYTfU5+YZKeSHOVTPOVbAx6uqfKJ74RFV21LadvnuUudCrKPIX+AABQ7svB1uxCHSHXANdAUEF37qkTNN20KnRVupfWUy6dBTo14h4pzWPwBqH7GpJ/ksmHszqan7ozqeXU0o7NPbKEHY3Am9UK2HMiZsZaDYhTVcdE2S67l2UjH+bsM3fOAmHVz1XBboRRPmczcWfitoO5HuvWxPp+QmmwT1UURA2INzPppiF8RJC/SMvDXvcQP5rPNpeJ0Sjhji9xJmMbwBQMK3Yy51O/0s8HvTyy7HQc/uVg34Jo60t0AsdYE9GaVebk7pXl3zY6xB2GdyaGuLAACufb6tNN5YUW/R5T2Hn9vs4/PSuNwrm1yWIl6Wemm+TrtH0i865Xm9lvLXcTmtkMCIrLZKIo2kEwPS0N7X5ejy1I35ANoLfy6Xq4rClmpyBZ7AJbeeM6Vewu2XUmmA2fmjh9OrOJbmhKoFW7D89+m3oX6BjpAxx4H5Q4MVIeqdj8QL9i4+BCuKx0KyxI8HDDbcEJY093E02k3/8UwcKQxmAVicPFPi3q3ZJMKHtaQ4GhLGh3h6PJIQKCqltrg5J4BIwhd5VhIMVAqV3G2oe848EBmpSNlnU0TgUHawzpMlxU7dLxaOmcb6Od5VcRA+HE3lrm60dAZe89xDLVIxKjIwI9UPup7EUKtxv4jyijewcNYvyp4ueck1k43vtOx3Kom3j0gIqvk62u1q4HFQHTuwJfFcv7rhwH4Uj/BMCbXhnOFc61uyoIz2F1o625pr0SLmNbSV4JQX6PqQfb17Zse6T1HVFfdwX33HIaoG1KUTSOLQyV8Lj4hu5JyvDpC9HpXctuIzV+oc/X8lDYU6nMeNuKyrmpozpAcRh9DfBtN8RnxQjoo+MRvGKYr4bDK1ULFlSVlyXyDSvWO2smkDMBhhMU9xqBtZxbEHV9pgdsVzHVCgZwGfDEf3xX8lF4mlOJJLhsDCGPBHU4Ih2DN3bJZzdlrBSZmdTU+jwpg+HIRBf4NH0DoIXntFNb8FQM8t2vSl/BWTd3owdfgzYUWh9VwZ7K1hYXMc0kRXdY9y/k5BFOW/GzEcvSX2h8hKSUtJxApgQWngxbdYzSCC/UMdDRkSEgK1C4EMgg3pcH7bfzINU70xRT+T1VIigSkdkRk+BqldR/Kl4ivWrOvgCnsAFw+SZvAN13kmY+Fb6OQgL+CUYqhE5y13tHeC4FL618zP91RtK/WNd+tc6xHhSYXfTObXqmpdGz6q7do5CCUMOZQRJJslapJYYE5msCtAuumBCAOS2wxtByQX6tix3cWND3WutZBOVzmbuBNLH30keCjriOy5zyxsFaT6/2l0H5+K9vq16LUadngr97DXFvv8mrYnjekbQo+OUepl/sI4suxKW5fe/n/lUa9eAbY8TcB1kGhH/HKxKcuwpUYiHcpzn6D7PKaRilazVIKipOWfkLunPG1FysmadpSEFg7rP5xWi8bERDbwV4Tv2B8ac2Ty6FuooIe61xJi6Bn8VF5OetVqRZmE4sG2e8rozuVG3athmzc/n7sPbWUct+3gVU77QPvjjLNlHRqPp5tdb1nugQzqdOq42rZ5RjjmFwhsDwAZDOn2Zy4bzu2s4tLOMChPjXiuz73Cey1TOkAImopJUWN/9x9q60qq3gp9Z3DS03kV3T+K0s9qwZ7KfHK3DI454j2lHcMosiSR6f7Efo/g/bUrJHRLB67D02wekVx4CgAAJa/5jXVJZl5FcuM9OAHqoPttycxScJV8zl3JYiCRYOa6yGLR/DEHV+ggEvVXcONS+v2LQ9qKI7G7IOn43nXaO/PeQo1ydOFY/rfI+/r3byW/2rpj1UjTppuhopb9ElNrIS/a474wYDphRYdKqqfeKV+6/SSiLotIob5W5MkIQd7FZH9vTwjagtIerrV5DxgQNkRsNRfaBYAqMkkaqNFDgZdDtn4AkTVcaz5RwwqglnvHnbRnXT4tLMoeco8rTeYKd7H9fm9RfcIUaiIzjaDrX7WaPOv9bAHdyT6uPMukieWkDYA4GVPLguYhoPoMIX+/JbOTlJHy77BwV11r3gK8cu++sIO2apveyy0JVolqFw5k6mWnY7CMCz0YeXlLUgp0wssxVsq5VuUwsBlZki/vvpI+YQ6IaF7t5V9cRLK5SHlgYKey1SPAECPXB+dx3seU75gNrbbneTZf4NnVfmXdS6hZ8ECpADCWIuCuClEa1m1J+L8qAxP758fM6c/d0efPvGkvRv1f/seBEv6J7+MU7d4WTJf9clMBVdb7VIYAAijacKHZ2eKuwfvzCHM/6RLpyRwrz1TXPL9CYypvbOT5CLl7z4ly3z/+WQBY1umdfIa5GDFF+WGYTe0Y0mh46uMNCo43fUAnxJMb8dIJnLR/u6deK/HV7b4BSyT4nPN84XtPHlDrv5tdc4BAvF7nWoIH7jsT5ZD10SLK5okXyAifVUKHBUHiOd1EMjnS4BXBtb7PahNlgM/7nNlMbjjC2mYvvGCNNLzz3ZTj2pvDQdBoZmCoBK58ZywGwh3ZFzQHuZlMsME5TlBDIc+yNtPPivUeq7PAcDPzEqOwvJgO7994P8g78l+wDhBGgFf6ZRS7iobVABhyHhhthuDX+A68cvtVZfcN5T6qFfq9FxiONyQApQ7oKSa0qsrAfNVH/HwQ11Efdxbbq6q2Z4AVOBpIB/76g8k8YzEIQ2AHpob9yjM7xACyi69m5U7uTPdMLP9PAa9yKGYU2cZD++Prj/P/jK4IImuQMGoUtiZZY8bFz1RKdK1KIlJV9JOjrnbZA4BlVVYnmc6z8dWfiqjGodFStwEB+Gff1Vn8ziKtnjvO++QvCCoxhHnjXZSKAMUVt+kX/WZlY7NuctS0DujYVP/+F4NhZsxF2eGOQyAOv7Te2SZduWf/XNoN/VPMC1fNHVd7ifz/kbuguItOoEq1AAgpFCtfEFsCgaC23xVSkj4KvXHcWvClVmt0Tsu15lyOg85TUvivfeYa4O3AABZsLyWYdF2OfuCaOeZ7wIVbSzADBttwD49G6TFRKU6kve4X9ni7T+SGbEOIBTIIITZK67hNEDCJpSHvnQAA8Y9xZecOCKsWmxBdFR8g4hXBehSBSXCPmutO1Bauij94oRAOUym/hJGpxXxMF1lgFHqbJx+lq2907++8bIB/WcXXfzOXo0izUNEb2wpKDA0M9ftBdirt4YpufNYKOjryTpWCAq1FMAYiReVaPv0axZDMwC11qCOHgOjpvmg8o5pJ0FjBNCMtGcVBW9EjCwq/dAPkgeVLIHFbJltdQYvUlZ4Nyg6li1HQnSk2ypdIs2VHnow/A0fM1ZzgAFb7Xuwa4vHbMBSDA02uEbEdEKfLDzUOO3yQDYCRWbiJwjmjmSkImmpC+CXWwl3QyRwwvRLX5GLv8EzIx3YVmi/UQziG1NeUSlLCwV4GTTFTb9/N8NmhYwl/Lq/I4+nZ/e1BLO/XRixm3O75nFAH4RaXibpFdZU2oCy551uF8k5Y6YrXIWY0qKrXd2VglPfHaE0NrPebz45QYhU0w3Z/y0wqpeApwKcvFgjGF5NZUYXIcRDYhFvb7GkJdH/MJBFoDNnGMGY9uOouTUl2dbaeCQMn6AAAZUqX5/xOVCvAlgOIK5liLMRZtSvu/bZg3qlI2+pOaWFzrsYtFevAcO9F0v+FBM8tYP3/CAAAAALdS7k1vRt8lOn0RUBKn0c3CCGGBlehE5q9Q+qPsMPCAj30CPRTEZ449rfnbOb7UjfYrfWrFQz8+66Tt3jyl1gnqzZ0OsCgwUftid7+h9oqnE2n+nt803ZYYeGffcVfo4k0FIxxC+qjgA+bMKGP34TJ8dGUS724Lfe0GMb0dLxDOQ+o9nK9nlPfqm1p+gfrlT1HYrZokV6zQv4aufbK8tnSqmhta3tPq2MWjuBim0TAvcHMYX4iw4SnCn3ZuGcOhF3JKi7iXvzneCAysuur/ELfZkv8RHGgsJqpotmSg/zmfMHCwzeNc7RTGyZBECZeWMFq/TFCZ1WeunHWiwk/6zMP4vj8C+W3GufXeHTJGpnwioSD7/+cVkc0FUd9xrkZ2xSQCix6Fr3LXlEypXsNXdsqC9y8u+L9XWLtIRTRjQpfBM+7d/chJA/IvFCDWAY9NX+nnq8ANisAQei7xw6siaheo/SPaAZ5uRxpEqpIQFeXXrTotOAZt8R4TBp1xYdKLeoYz/pi2y8UH7ZpocAm8CGTXtTz8koouVKt/bxxX7eXio/qhpYEhX6SXn/G/4CriKbPSnIAMnEvLFxwG59+FHpm3TsCIGnEt99YFWake+YMl87S3Vgl9LSYQfMDiCSrXa23tpARq5Zn4cTKQEt89gEkJmnXer62QPQ53RHY/NDTkdbsnIRXnCxPqvoOpjKeinGzy09VG25VTou9ddTDNpTQj3ie6rdrw2aXUO2tsXIFuVN2391+KRwy9PT3HTYr+gABjyoXcuaBUNGrd6qRjJlZhNvDeSBmTUwXY0FGdPXHJ+yJa1kPIWV5rCs9yPzDJHYKPKIf7/l6w/SO/voTuNJJbVWsrwjf9W4feV8IkjEv3gxC7Ys5QuBBQDJFBoQXZ627L5MduM4JwaqUIYnZjScJUO3HJMIA0kfncQA0LvTj1mwRHD9Asjkm3b/0R9n+DDes8lmNzObG1GrYjGJHw7gfR/yTvhBibqMICD7bIy5anuwwrd1Oiw6a+ySLX24chR0ShMRoOl3cgX5/XKgGZfNiA+cdchI6V3fDC28ie3I1ECHv00xGuzBOgAMxkwKWZFdya2fpu+Wp645P2RLWsh5CyvNYVnuR+a7MJXek/do5Vg9zt60NWZraPMvaOsfpsFsc/VeECzKv8ITc0PnebphprAJZuCjTYym9i13zrP8jMsPO903LjDdTTtzTJvDWV+WFS31KwvEKARIq85PqUwzZSfsEsxxnNRkvWU4kM1zGiM270P1urBt05D7gtZuBcoG5wh1tooW6WKLAF6XXq5+IStbwK7siJI6nImC1Z7fPH6EOpIwYVhqlm1OF0yPO6TcTPS7d9Xile8tNBWFMZkNtq7pxBgiaR22Hk5L1fqaTc+5Yug0VS0vjRX86BPRpv8pjMEEmqhWGOdGVtxsC1sV4eC63qPKj9fWQUtQN49W0NqPhRfNtlEyebK5TFrWSHWZs3i2rdsQ34E9aHXsT/jMnM9Sr5sGtoTyGTky9fGHQ9Sy2mETLqT7UTNMSe0cVJMlRaIZ12byauKi1uUVlcXW1zQo/TtBy7zB3xRXzgGruEUS5HrOzplzefnEAWYRriHHjuf7K8j7ofkAAH51ZVh1LiaPxwKlUx+5kL+prdm5NB0UJqrwBEw3ej8o0bIasClI5JdZU72vJZmD+/O5QWqgB9zficOVySjKpZ1f2LIFBZ7wVIsV3wx+q0DkTB7xuX1eFkq4w6zfXXlEsaivU5sZzEDSBdRvtUfvXrpoq9Jp9+T94Bv8sDjgGrEQn8nOZ0pLerpkY90I5Odv4/9gDBvNtdrSmuWL8ivMHg3/IZMiaIMJ2c4vAXl0Zpe1zrtExOh68dNGipLioKht9SEGvfaSzmCchtrAPUon7dUhPV/WZ12UnKHgugIConKSPDBVP+uDeRyY4dbBpI2+0QpQkLSUb3oq0wfuJu92B2RptiMM5qfvrjvLjzLrAz/Sesjn8LqqVq4E1Pxu43Kqz6AiFSC0DdGRyzI10ADzaNlaP/xBzxnT3NcBLQF7jyvexlUyJ01ElmsXz9AAi5Oh1Yn7To7IX424AZQrJLpyDXxbaxZRsVyjoR+fwN7M1X6WIim0vvK5CMPexNRTTmth98KURHsKXUPRNX8acYrQypX8Ol60u40mHbbZj3bCkzM2v/Qk98n7ktWR5UM+zZF0YUEpykGp9GjU3bjxhqopHASxs4gFTDLHs/LXsVtM32Qv5UCjHcn4HFhXyzcKE9dZrb/NwSKzdzPx8EwguXb8/tK9KepDRJiG2C2tJgjQEBscjut37SM7BJRYvXw75cnOurbdnom2tO05f5w3z9KFvJvrzfURydURXGvDBktZwvrPZjQf8yPxJ5c90xmc2Xvzk4iDmIl7m84jfyE04ugBmg8DOTLZqzy7MgT/bEnpMYNG0TOotEOg9nBCAJ6OoVvszm1OUy62pN8yCrhqQAKh4J6vgFTOG4qlEFGSX+06KFbtKgruDoAAACbUpg02xu7QAAAAAAAGGCPGu9Ps3RJlJ+elEsAErFsedO3HT54LrxkPyi1RKAAAHePvIMQwzXt1Xx7M8+RdxaS+z2brVD+WRrKGgBCg7pJFGxNqM3w7RCFh5UlcwTNR/WmSKIM80fOq52gcdak7COMGj0m4379cUSarv1j8rZKOoltFyVtvnZtkyLTm8GCJaOBeQCDCkcNHNfB1CDTpEOkyOQ/Msd+dUskC8KJ79gh4BdxaRaX52vqkepIfM6eKPS4gy8SfbFzlp4J2EpfgPTkOy3YEOnrVJj7AAxWpXefibaeqb0im+pQlMYCsBQj9AMkFffQeoKqgqkomi+nreMcTnGUrDPCfd9twOWv7oBvxxP2ijmcC1w+B6hkTDFuOzJfg2sTkG85HCfJNqyiEnP2xIjc4VbOZN5Wbr7Xp4VLqmbfLcev4CAOQgpaGNwSL4PGO7X7fjeueM3nQmzKbdHOT0jM7FnDzc3z9RBZvnP/+l98xXNURbmZrooB5yo91hfrFD6585Nn8dFk3xkT7fGfCiMh3zG8Q2LFjt49q0cEMf6ueHeFbAzhHu0IfXJsJ/XKWXXL7kCDAozzQFrgGcIklQZc1QjcvvQSx7LD5eW4rv/510ZIHjFiaAJy8VGiBm37uDxuIXBWOMJm61CD4dQh2kKOTP56LpCG7F9ME+JZ/iX2qpN5+u2sIQlvqSgcRmjhBc4AAAAABx7zntx2ykrGn75JacmrSimPqMvigASJgwNI93kng4cmHHwgtakzg9+cfSgIvk/RQp4u9gmqEuuSGwASDh/I3LK4/LcILK8yphiC/kVz8IZEkfj+AoQu2wO/Xm0kEtaJ/qoACHOzhBR7wbr0bLeu7JgVF20RDuDD9l+TbpkEZwVXoTAACi7qURX2ikJlVpq6YVz5vL7a0Vk08B/32/nnUZCuRYQq7mJkJWzDit/TBb+RcVnb1VGliJN9oFSy2biaHZbV/4uuM6sSSkNe3GrG9jjOsZnXI0ConzVBz0PjRt/MF8GY+OQVK1T/8q5h/QRbvIc4qKMmtfasjEWGD90mF2L7smZZ/qs1CYvNWrB4ZeFAaOWigBDl5/VYUq9mPPqhh1YrE8s6+SXwbED7PsKQ6x8APV6DgXrRuDt7vjf7ST0bIOv4DSbj3Z+nQk55ENxRe9Ucb6KwDAAAMO8yrKPyC18j+6WRxkFZ6a53F/TlGHa8CyKcANnK3kN9rJ31qQfk1XEOXupciejmQL64VJHbRtVhIecAAAAAB+/6jnnKMOQkJ1roySpX2G2VlRDv8KFKS0lStKySTn6lCctdHQAAR8nObivVf9Fn428NhVTSviIy100jTcH3wUUolGUS32NNnAFFlgGnbgEZyLwdQeKpEu/HFQJ56lghwOgikNLOn2Yt+9VNFW/fI+YI373DIK8QHUrI6koEgJiNfgAflxycouG1tIuRN9qxmUs1k1uH8A6QaoKlred8tbldbK5Uprw4C67KavZL5hQVAAOiTgICmS/XltaeYxfFWM9+eRy/zW1+4qd/T1dA5pNMogpJW0isLLn4039nzdQ8Rs/VdV1XKoBP+vV/mtmLmpagqWJiypQ+8AVaerr1M6sA42KpWZbXYF4POe+iDtIGRKYvjRKsrLUphbfHpiEgGqSAVu/U0mZbuKktWXb4hvDNg5YRp3X6lLrWuk3PmHh/U7nPrkcZ+/sH+xQeABelBbq1zdxZkUNRYgCgxf6QpVF+xIVWuypjU+x+EeqNeVlOkS12ktNd4EQ+YZAExT1oEnF0AWS5vSakrrTduArpFass5lKbt89wvFefDJ+ndGeyfnR2us/ry5XvgeB4HIJOrBE438D5NV3cjKgE780tIADac+LthTb9S6YlA1l6F9FVZuoBhc08GZUoJfFMcjvmkvAuAAAAACMGTII14PdHg0F9fjvmso7zWUfEMqS00ZcAATl1wKZEfJhnNZR3mso7zWWpS+8B00pEfk7aAad1lr36jRdPwUAeayjvMTHt+QC9+ZK8oBAwFKWozUUhRAB4G2a+3eiuMgUBTrtSrqwjqg9pHmCUgDpluhB59ai3I+wXjPHVmYzQAJua7CJED24brFAcyQAAAALOShjcx7jba5kBJA9kLQIEA8aRisob5QoWzM2xY1sy6xiDDgNq4eVGiwoZsODJ0glW59rqG+R5QQVEChe05WvxaVe8FfJVEChe05WvxaVe8FfJU7eZvSdk6YTek7J070dn/+hd1U3u8GydW292bcEDyw+QG/P2M4oIUmIICXfi6h0hiKA7+ryog0+PKJDZqOl9hroQG6wOzb3eaPMuthQknzR1CphvAhRR4fIDfrPLDH1fDKQu05OJi7DgYcmL1VbyJek7J0wm9Jdivi63141e1XQAAAAzjknuMbqJUec0N5ggLouvDT7H5/9KgW+8uWO1hyqMqTgG3JkGEGd8mRYxAhMgkbKODW7C4skZaLvH4r7c9hRPsLr1nWi6peyN9hmUgRZokasacc8GwQNULyMevDQgpUQ5s0+hNZYuHshtMPNxfVLfc41g1yGnUeIBPEd9jaYqCcgwhqxEWRoXRnNDM7qq9PTYkXALIhRn6eph2xIj1gAA7wfdH35ifaSouXvYXxeX20IBdCHOoStE/7nMEgeQ+zuaXrnpKmJJD2AAAAVTBCseIjMVBx2HE5hqZESXvLuS7SdBG7gV1vLEgwwrATNd62YI4i5JrQFQlM7iq5qbCWgKnaYiugwFITBIF5i/n5BMwZVahGuCE0WeOQTMGVWoRrghOArTLZtgT80bgcnqo5iYXEWJHW70YQhlh1qn0eIyqpUxN+9lFsv83rUQ8HM3BqwffBzL0qnmDKrUJmoDlEKsrNFRC5VNLYkVxSVQrikqhXFJVCuMxD/HUTMvsiTUMCDOZetd1x9iCDZWUqp7d6akz4rGl3yup8manAAAMJasgAAACJcFImcAAACYLW5jSg0bIAAAHmJ/m+r+b6S0i8pd/BrSlirQsgOAAALLMKCsw1CkCJRUAAABTCrOgDNWkmO+wEocFco/HrF5kg7wDlmI89RHNHUCeaOoE80dQJ5o6gTzR1AnmjTm5KEw50uKFewErm7P2mI0phMnOI4QfkNSk/A/fut4vt8LzSzpcxAiR42U5lNWZsXK6qUzD4ugOXQyejgMYJyyVQrikqhXFYUYsPpp/YfXzNaBGb4O2q6RRJnnwpJhlmm6eMu1OdZVuRO28X9xlPNfIdmoLpICfAeOeQ+EnzvuUHqqDWxKV4s0na4Z0yBpe1ODpALM6ZA0vanB0gFmdMgaXtTgkWVmpbQRS2giltAJBFKBKBI9wFLaCKW0EUtoIpLj+s7DUZkPUC1wobsCUELzU2WQuwu+nTAhssZ3HdW5ojWzZho8G2LU93X5DSAq4SdeO2Jj7zZ3eLrLdUSnGmpJ5m37X+D59sm6AASGMn7SqSrNHVOcBAaLX893SbJgwbepeR+1/m4VIM3hBOOg88GcuUCfU93XmW6olOOg83uHvS/viTLhXUKlc9IZGsMrM4d/o/PiObV9qzBQAAYuAAARWgt8hckB303IlbS77mq1AxsAELqem+jn/TWgAXUsNjCGML0AnIWfej0X+dG32uWDvoNqtyMGfuviqDlYq9mAGnK23luDs2kOBRRVlkoOjIowBCfuMzZvUaX+d4RJnsufJpmkparfP1PT/eahiX3CP0hg1TNqNoJrxogZZPryMuDuATnmMoHlFjWghg16ttIGjmf/gedpNJcmOrq2hzXI3EroNDqtdbc+mzfUT+SsEDMTenr8OoTFC6I3yfnLOYCpW3UlHU1jv0G/mZyr7uwb/bOqtJ1p0x8TMj91asx8vJf0fd9ZaYv02xvEcky0RiJmrz7wsKPwNrvBg4pIOb0OoTpeKMexRlgSHNSVBQBW3sqx7DtjQE2DzkCJCyqqwOgJKZ3EsVgugJryDeAAAAAj5aDFuTf4AAAAROJryDeAAASyAAAO5wZtrHoqUbq5gAlYTDwZeF8mCyLmVxQM7CLVv/ohRBAV91SEWQWFfVe1SF596TR+Wp1G49mFpSVIWicsBuhqLJHJKYtWv+7G1aBoVVC/kfTnMYPR6b8kfu44pWwfnkxkrd6nP1Zkt4HaOossTnErO2Lgv518UTeD2eKR34cH2x7ZH92orrg9pSUmrOF8edak1i7FZaQAhSmgcKm9liWP0O62vE31QoWQSgIniZPfkh4JzeuCxJmdLYrTeXsyFSSh+I/n79yKqV8xmUX6EBdumeU/UNsElDjMMZKp5H8xSStbYqQ8MDCLkMitSelavRdhbbI9eGaym/rxeJyG0xTb0Ky7nrzktplzJ7sw8paTlZ1fbDiVKaBfivoC7SkMOQ1RWfCZxmI80rjKgksccX8iBrEIFTo8HvEv/2y3NNpM67OoyD80MWj+/fwKOzt4Az0/pZDIqi1KGve6EyzCcMfTd6h30ON/d46tI42R5/TRNhD+aRuJDxRfkbSCcL2e8HjfrfMhjGDhDY8qPTLU/e2AxqK+zbCTf4Zg4ugNKEcObb1PZTERoEUAuW2ZAGO98FjmDBffkeEAhP2FIrHPdIjc2cGQJHqW/zI42ko3knHEEGs2jY4QyYfyjp7CYi/6aINxU1kMWqYD8QLs42e53T/qveI684TWoCx4u7p6m9zPTf4DymY15HQHFsVZt6CHMairl1i5JDdCbzgXgijG9fJyV5yVwdJYsp1h+3OfELcHIdLzhTlNHyFOMHEYWkbHTaAfntTeIXjx8dGLdw5ZEPRBoG1edgp13VVWD6+MJGST4v15OJZmdw3GAtozUQzpVkrW1Yqxe5TcN/nfT3hp7mBkGBcbn4ow5Q4GOueQOjtDW7pa9lonwFqDLvg9kzOk7+Nu1IJ/0X0gbB7/jTMv7cGpkQxtP3jQxgEzfI9uowJUsC1Cs8ACcaLYSi2d7Of/ZqUcjvWRgAuCq31JGlAOk4X9AAD7KrfVEuYAM9Tr/Q0Zm16QIA9EMZQs0bPQ1O2pGkmgrcnVg/JBrBJYGHznwQ3kJfxAnieTU4tn0xXkj8ckd/OQwOLOWeqK3uMS7eJFJ9FfDa5toOaubYk7ZahAtBBWYgmMoNY22Mdw35lE556ID3jeLDwOBjNmY6mlJSZFpqcNxt6Q+aebJlpE/RoLHuneQmn3liw1kcrjCd/6rzmN5f/EixiwWun7PlV0oCtotl6joEMU/SkswJ88Dw4ywtPb4S7F+UGc3vCInQRvBYwHBeNKHA/GNabDtYJFAnuDj2/Jwn+F8hAu7FR4He5phof0Bi8G7nd+4XPjT++8D3tictR2F8lyVo4oS2+fpHVwddhyPT9y3zZsi+CgGjaGbxBGqAyx4g6jugsY4P4t1yS/m9QfPYLsauOlbOjESv9vvg8g88X6HznZ8akeKvb7jtikhk7iAWYbspogQMXlakcibIuyA2rHsp/iMdUAovimJUYW+anjcH8ulpXLXEKZvJOx5CeDBB0jOyg4pAYuzzm4JN3hl2iStwmdN4MVWlsR/4ZHiQBU5m7e21pYJx+uSsFDqDyGVuaCBku3+cN9HzeJtv/yEIl6woXGHvXu6uPoF19TdbmkoWSwd13hbKIc9BAqY88f8jnf9lMVAsvT4E9SU+PKl0Lal2CpXPEuxCMNeSJ6rkrVGBnjnv4VAJNX07pXg1hBxrSJowiZB8dyj+Fg0lAzxu488fwg9cjGdSmrIKweOt1+lQXWlueIiNqm8GNr0q1Ew3TogrUIrfDtiIvUVITM9almb/N6jFDs2188DFOo7Hv6YZC0ZL7KG2krSuDcpbGJ/39HMAY/t6JQ6PrVDp7G6PmTWdD9kR4ZPpZmZzcKXaREWXy/jegcWMKpq4Mo+rIkvMgUkwS4sTMux5GF9tszdCKMGCYwAT815QdpYTonsgPgXza/ZXp9+YjcIoYN0Mkmlo9Iw3w9pzMB586TxxXwEXCtQKoORZoBJNJyQ6cO8EZq2KAhzqzY8JkxvcUbHt8r61T9+lqMKmgJ+BMvWtSLx5ipSbj0ffQ3TEhir85alxLmiXXFCiqJRjfODgox5oqc+kH2GTHaS1etd9MAB5LIMQZkZz9Kv1HhPe/kjtz+nay0qB+KfJPwNE/Wp/EMzRJ6/TDuIFqv9Zk3rmd8CY3m0+ShnXL3RgpfEiZSY2aE/8H7qEBYmZE3LAwYqh8eGBgjgbz3w1rNawLFY8ob6ZDrv7v4dxZsr4VNZe9Q9x1CsD6VdJqnyyMDr4oi2le/1VLcSTwfMfrQUB94mUA5uFXEosdN2HlkG65z1JChSWmLcK2djbPNoD8y9ZSVgRiJLJNlaTzQiHokf2rWBZ3DhPdTIeg6sglUnTGuuzvJKFclDwBJzmrSM9fBQ5P9IrLE7jyr4GawmVfS7VOZiTJV1Y5SeDMFaVc+fbP79sK6yqNSu/1KgLKfTGynbIaYQfAYkeaSLJ/sU6JGBj5DqgiC7NK0s6HJaCgW9MnT1vKWTgM5iYdozGT/P9Cff0MTPNxoV4Texb7rsAEtJFXUtCIi0hx9CqNuIBXXYX1xBrSKKpI1wvRIl2vx5su9TElkM6yStfKksXMq6nkvIZkKNrsZ2t1LsrgqUS5bobqRqqlNPVS9t39hggXTL/Y8VURdM4CSbekwTpkIgk3ikX8cl56L/hWL6mTZCO2lIYcZgS6YiKX+CTLvh7RSrrV+J4/fv8sN0xGQo76nlYlNoHZaVfD0oOFStR/cTnzRYTPc+5o9I5sdSxXBycs/h06baKrcVBC0PSgIMqDYPQh65BLoqoq8T85oYO59XzUsxdzhv7ed8ECQaIl37OXLTtSOEBkIjtUl6FKQbbBzI6LTQcNS6jCwcypVb0uy7RUjNBZdtdf/IB2uFOYew8DUTvrlb4y41p2MSfeVN3cQo79aX+wEs0qknoxL+gAds7NoWa5uKG43fkvusiQHdWcbLuXthU0b8EVfArhVP/PrlZtXpO+MNbpJpl99jtH4IYdNB4Qh6rM8CspntcGARzBb8KWn589FDZP964fAFYD2Tiw2d1PuMo/UiLglhtLl4NVqQII9JONbEREURcyNpZKWsqgAIp3aAmYsMDDGn9muVf4yet6OSmJeLrtHzMRfRJkXc0QAM1MZx4tO9QDy1yr/+aqJzLQpoIbyAp9c2ja04yCttOW0KBHuxIL9Qxhb/wj7LrB3U406sXnYhKZfNiQLiHfqGVSAZSD7Zn4JqZv5TX4a3dIAee1ldvBmanppM9HgHKz4DsNqA2CxSf3g6av2NKA720u4pKomd8QuaNfyqZAx2r+v4XKcMJs0IoSgExzKGh8xp90a33lefG7BUfpI5RD1FUNIHkXrghM4+EPw9ul39khIdqiOqGY6MkMYqFL3vNjj9UBhSCxA5OdwGpR0OjJCQ3GiG8ARUQ5RsDjT6zEQc22olfdv49MNJKzAlmI3A6SKvw30t5iD7VmU2h4UnX3D5o86EoNsfonnWXVvaWuXlgO8MyVaoTE26juULFvCr01i/T/KPdEjWMukd0gE/kfvfR/iwnjCG6xd5RN5b7UD2mEKIJxWG7e48kw4ZmyB1IG5/TXSc+TR685z/6qJghPRPxSA3+sQT1dt4UHXDXGXAnODy2+YKi5K9ZwR8JrI932+6YlZsbYPXWHQm2pI/lNL+CcUF+CuesltIqmwVIYTRx8Ls7Ar69ee1CBMrqxHWcnW6BDVfMU+f/rvRunpHwFXOW0xHKP+y4FzvL+/a+CnWR5wZaxKgz/l3X5D9jXxvQVstME9PMtE+R4IAtI4+rj7ehQQAsVTM+DsrGOplW3ZPeQzknKzaexv5FOomFdB5okY6cU59H8VlvIfhb1+MbKrcn6c4VV8mu3lGRKUFtc+LYdG42CdC5TVxKiV+ksjeSkJjtCSwAlZW3OO+v0OLWRoySX13RIDnMLQWFu+Tfb0h/zdxYfR1mS7uq6x8tDqKOTgEmrTFzLT+oYy9L4jWmtqLOJ4uOtL4rbYdw2ph50l08Oq7WReqHPb4cGpx3YUfTPSNZ8OZL66R6RtTUJ8NA6F7yIIOaJYOgnkd+LCmaMUzzdkK/jb28rsUjxyJCyV0DjqZHIlgmDYxsG+wHgAgE1PsuWAr4/2eTcsx+xNWVcFwTGO4leDaT/qDIMK/FXzwNXn2lQ+aEXYu620gQjNjfU+smg+dISkeGczStaTKsaTMKwtk/lRwLpqcwdWid1uoXqnFqmhjLAIUTIXhvkMNpZEhNiCluXeGFIXqwegPyaVIq7P2mtrB4dBo+ByJ3O70rbRTlaZLvRlpbkq84V5tqiEvgdy4gKLaxHYl6v7h4wrYkqKV8m3yoUUEcIJB3iD8YajWmZRsYzmj1pR5PONQgvsiBZMfNeTRqCY6mrWWXi/wcef2KzNgz2RsE2tUtqb3FJHRrReAru7ihkkDnnRIvkljraOntc4iMXSbyKylIjP0WIsnZC0uiZbMmZ7r09OXQS6RikSNxk7TU2qORDByYeSwIbEelI2YQYKtETJoS8bdaN3lRrkfcyWHQaDY0HVg+ZnX9+ywuBVlEfUbKNtap/fIJlUeVwWq/OAcCjb1aI7G/mjsJ4nbAtpGyTJKWAglcgnCaLSJy4wKTMGX3vQJ8St46RoqwCV/FXAL+UDDRM4rBxltzp2tnUTsQ1N1tg1Jf3kE7V5SIklLK1mfkqiRDg/pgx0b/yx8/NnFSz+oxbvkxdD5BWND5eJoRMiTsBIWiz+6howZgENSqC4aKYHvmAKwlf4Bta66+Hmr1SIx78pHOG55GI34/knKnPTXz+dGOxxrELDIHbi1LhwC7c6LPoJ27x6MVHJEC1DB5M3iL2QCBua8aKKcJQNO9kia8Fqr9Erz2/Nrx7NY5soY/wgiVml/mtCsQ2MDnuJ2GM5TSFMZ+vYrJjZMDBTD0y8mWVRWrLEJC2+bKHdECxWnazdOYNNZes6yHlRxMy72wmLKohEs9XIInIYvpYul32mD7J42rBEbEF4BnRf+eIGmyvmmb8Dnuigj46q5BQKJuutIqZ2DKCN3i88N/8pIMn1fUiltu6F0ibazfiEDTZ8UizakF6jyluMyhybnMzA9xE1jp6PGgHaZQgufeNO493M+xZPgWoa29S+ae2LIez/q9kyoLcWHHo44hfFOz98ryAtZFRHuWsZtcrsBoSILk/C9+R0U10D7DQKCf7+qORWA5J0BtjrFauul62223pr/ZKaPflTal9AtMAU8vza5tScSESOjNefyeCLoMNW6YorlVF30QtFh6Hc23Tiui6snuqcNb+j5hjvvCQDILXbvO1+IgCQyOW08UQ6ygsQzhD2U7TSE+9YmOz6MXcdUXN0JFOB1OVa9gqFDoJvtNgfaZV2p6Rw3niVsUQJOO1vG98HPfWtE55tnAZneXbGnApNHjgTrdzN1Ep19jwnzoEpcTCIUqiPDJWJFZUSWmJNaSSpKss0qSlwzDBhaiaicE5+K6bk0o3ZQdHvB74EN+dBBN1h2W9gljHop8jQ7lgOAAAJGOzqICjci8IFO9ddTnqBsRmhUONf5j+cxM42BfJA6n6bkLM+Geyk99pkHKWzsPVUbqbe8aOKLvoLs2G9kV1HXQONphhMP5dvh6Z5R+o1ckz4UTWN36aV4zk5SegYS86NryE20+Ot22BR/1KgrHRLvqXfCVg/XpLdKlcJ5Sk7+kgKttehnabcSGiKoZG1KJNtzzPqpjNpyaL5crVLYpAG9ce3D5qkJjmIh6d/i5yaZ6pKj9iakAlrC5GYJ4HXUBSuFkXxRWKgy/wEx9OPbS4lQuO/hKcmqnFOtkwc7b2eX9DGCmGj864E3zgViiBS9sR49wpRAl0xTkosKCfDRY9ujItdYi0SexuwJ2GSmbW9JWUWEqs1MOg8uNzy7RSuyRXvXDtkZaOHeILSupqaqm6bA9EZ1bzcqOZZWs5StQpMM25iEqX56eJkviLSfC6lSAEOV/JSi5byD4/jHOPm6Ix6nUlk5Tobmvs8CdJJqIT8tBw6DmkSBup7lpA+7Z7E4nZd3njCvbrXqVE9Oqu7fBt7y9ZPAJ+4oBJR+sIJAiYfqPwfNDLJyM6O9/D4yNdIf+IjoPpUCRQ9jp33kWQvmQH90JfViMK2lZOUiNcJktosr+13389pqiCg2h6hv4j0MPbUYegiaA54i4nN9sd6+ekIT+NDhRtDUCZtw9UV10vvRmP30JMLmonw8+FW9+A0OvNfvoS0oB85BlXtxSDQ5hn+wd9d3GtKEByAVHEoSdfylT8mvySlNnGzsN37F0vGrQ/lLh+a6qG2/vTZyy/fR0sSHTzOeSBA7DVeYbyuxblgVoyUs0a7m1NWhPOeVbfxMNlV6o2RfGNl/TvQ284I1prpoyb3WZRMS+bKYiMNSiDyk8qWvpdS8gPV7DCQMaKfzZvGJMzbeBbQOkM8wEQwyVodBBAblKlNhgazEhAcPRdhdkallCfAcK2MN9oYOVPmRklRvhjO0uONId4hMQA/5veWK5QLDHPAgVllE2nrT1x3xe5rZeCLv5d5jnxCP1+zstGamSE8tznyN4eF7bLIIwRORgYbU5cxZCKRqq4iy2/8mXNTNjYCORK81z2tdcZnzZHxdiZJ6uGfj0+OwH5iK39x6BP5UPQAEjRsnsR6ruGr8crtmKpzB6DZegrDhLpkSqvH1RoaWUm9y0jtdmNFhfV77prBQWaiapAG6KfzmSX6aEFnWyk5Co+MbE1bemaP8VV2nYCt1D/Ky6cSUg0sW0aspDTRiBaQLU/CDd9o05hUJ4fCdesMpZ32MLbVNiAOv5WvmClVMBt640m7as3QmoAHkEJdfblcywrua1qD1gxQ30QsuF+E7ls8AnZHa9KGi+sbDBkABvenwvjZ+0CDJqfU+bS8EkPhWmoWyXDkyvxngfi7/AxP97TBzX82UY9JjRKOoT/mN+i3+tSp0/DHxF5IMpob5ECzc0ZpKvdq0XEHanTjcHD3/VuYcADjqC3QlYwTM4iN9JFcLJBkw4MhNOHkXPRCh7eIGO/SOYqG5E0K5En7lH2a+f/IB/pj0fZvw0+jVXibhMqe5bbw6VOPV46MbPJ1rQrCef/lzC0PXt4lKfXh7hloCzO1CnaEq4stzjfcRV7I09HEtP/uMMvV2ZFU4LgCRwoHwfIqAHoFp6lQGOb9KHvYciyAvMoXlJAnei/eDyb4zu7oOO06aoy8WnPMdZPOpcjp9Ck72grsn/lynpXDny7Ay/wKrLSQq/BgQpldePS4wECqL44dfIdr9V0M805FFLH4YQpZalphsT7bprkZkH/a4yz/BFzinHZ7AsSGiQ9f7ItbASpMIQkoGuSGAmo9y1HZvqZ2lj9m6wh4CLwcJj6e1ZwE9mqyTmQMtG9tTJzkdlJW3bsq3cFc9FYEm9s/yVbuytX+YQQsLfNy3ciYrke4A4CVMBvwg0LUzK5vrQynIb7hjZUQ8IW+7rypN9w/5BUCPwtsEIFzELmxVwLDbqYTo2RI/Dva67NdOVF6vmsHitAsWLsmr420P72jZhqvwTOI79DUNPF/CaEhze64oMmHWxjtJak8h07hPgx11SGLXEys4IIkL6IGq3dYUoNh4KeW57DNKin85cW5Xv3CoBcBBaPKDODiRCuR6aXzECD8+xZL1XtmaWVN6An5jcxUGeREJ4sYsl9KjvljOzzWy+a+8I2oM/7czRq5/h8u/BKokwCq9sbOKfCB3Qd1kw2L51DtjyOznohS3AlDFkzN7KxyIiLnXWn4MU4bvxOQzEpeHPynpaKRbh0eZEiGeKGVdDtHkyMH8WLnl/2hqG57INK+jYeIH9rFE5UCXentSTgctbtRSqUZ9kwMe4NKW7CgkJcz9w78S2qK/4wFbUgEBlw0TDVU6HtPGWlschrcSvqgKSjGtFQoPh2hUu8U1SUXKJDDbi9dgw2UugLGe2Sc21+LOqRkk+HQGX1xKZS753/TlPqBJ5bkb9FBUh1gNFg+8j+NIZutp7FoKSV0Kjhmfufs6of30uBfOb8p18tLBgQhN9Rr1sA3LF7Y8IQiGXEjiv3YeSvuBycGRBc4KZSF67JJKhVS5GhcAvG+Ebl5OxWMfHjkkB3ZS32K3XlCkvvaQqikoCmd4oMGqs4pp7MK6eeV80+0RiYUKa5x898CTy3IppW6a6vQBaSJH3tQr3P2637IMNdCtoHW01oClWFdlMCW0p0rDlBte/Wt+gELNc3kJvD7Y0R609oL3/aDxgn2pA7rmdjxwaArxqFcO2nrZstUvvKralh8369oWLdCnvCsfhfic723Lhn2Y9GqiPJj1WvVDbyWDIJXJl2yjFkFU4zFK4N5bx5Ul0ZHc6OOYDTgdwqYQcmgq3prI4qVRZXNIP28B7yzLN98mRJgo5Cej/KJQ9SbMM6ZX2qH3ygTnkQkjCnEn0DcxQvIChlQfDcUPekl5WSQ5Q9gu5dSfaB+Ca48NPo0daJKe7FFxJ9jqaKkciQqirMKgE0pQxCQsA3j0vyul1t/63Ptl51Es/mkZWDMEdYde3+jJlpBqGHqct3SfOplws/8xxm+oKrjvbJ7cXKywPwu/ENK+eCNaztGvbvYGDcelUs3F1JtJXZ8P2A8hHI6742hwlIq3dig7WCKRyvC8wHSU8+h/hyBGn3mSnulHzpU5WtM3TL9BeMcnUC39bNeiuIAJn7vx5t5jKdTUHR3YbVBV2WhT8n2UCqWQhI6lK0FXKKsXp2D6S2Rppfd/5qQYPqpUQCpOixYBHVcYfK0yR2dVAAK4jN6d4qNI4kIhNqOXTZoLaINfp72W26XoHWARWBxsIwXNhswD5hl5P131WME/wG3DB76VayjTFHFz/ahr8sqwaGhrEDo1p4fd3+oB1MD745Zk/EsFpF2X2K4qrkfPIZwZiIz3GKw/maEmq7hQYdyAkeGM6YE6U/8RzBQKkGoey1VxIKGLfZZLGsVnSjKp/QEvZThzDVehU5lsTWC4vUf4fC46n0k8HdewObx0ZZS03urzrU06m5ZMSHstCPnFhZ0Thd7Bphp7JNLSKRHDLtdf66VoIzO5qdJ+IU5OVjwcxDZ+lpwvKwFCfA0S1Vmjp8RwMldFoxgJ0t9yMM68akxIBece+7fVUdBTHqCdo1ynrMYUJUVw1LoaRGcurVldPBZKW848fir3vf++0gf0IUSpRkHmhlvjd4JIeHtz5qQuyzf+PDZMShXObb1XjexCKd6l7+uNRRWLHm8ovho/jPkXrmcpmwCHX9Oi4lhOX4icVtHwQn72f6JlE/JUzBCbbUhLF1Dn4DhSno36cfQjiQV6Amfiq7p5fEfhAV0zOddmvi/31WDoMhNYwXXLFaiRY+ahc9zmM+MZ2HEmkcDoUXOL0UhQ/+CGGh/0B9gl/RlazVKkaZQiQozEPlaXNnTD0Wls4lQfi5I+9o0H02NUnBTd6wyaWK4TRAPppTZ1CL9qEv3J0mx4U43htpvuV+9YbPzeH8gTvqQpLYbvVggntfzctxMae6VqWAyLNB2K85LODSz6uN+1HAWG7sZbAYsqIcjxb640pzFcSaGIik5G4DxRnX3zb5QsnbrMP8dAYinKf5kFhsFQdQ7R/1xKkhc2jptbXluf5QwY7QJiFdCRwTVPCh2LDHiW/sHUo9+VYgJftBkubhx97UEiqetoO8K7fUZa1656eI/3dgS3Y3sJaFccFRj1xS5BN1o/ysQ1roNYShKE61+6fuE4s1MidnK8A5S8Yqk0gTqeB/HcQrLVI7i12L8yggeWPWK1CNs65CDK4lx32lB5cYGMkpHHW1c1vHsDbrW+sEihWpBHl6VUmV7McKecAbC2FUEqIgRF5UhqonyCOT/VhTrRz4eJpnKQPXpFTEsthPjPATg2Hp93DNpFHouRu/UvizIJxq2y8WDekH3DqODgfNbYc896oNfSaANZ4lGNJHXagVw4Rj2+r05Rc1T6HBFuqlB2qNeWwaDXwZAJhGDzQAtlxh2iNPqszZ6z6UOUq8BeSfF2oGYayq17kxleFIDpCj+iD8wLBFShP73o816OuZrYLTf1R9tKUEgfMOAAPKOH1kFeFaAtPA493jgI05ecIxiuBgEBdkWJVNxjsBRLQU8Ge1F4pQZQhYG2mLEMgvx100n0vB6kdY4Twsdiig0lWg5V+5y+eQz01oWNU7tMKxrogiTWQ82a+QNFFs7jGJqRPaIBhGGzQ/If2NTQgoE3G/5IS76Nnc3yDSa0DW1uU6VB1FY9asoGw6rM2esl0LF7DWEsnuxSVj36bkxWBn30s6vNUCWX9dSwGmpn+2LOLU83c0kebXoJfEYcvFq5lecVP+CNGlgvYbRB+EntomkoLFmb6JS33ynSoOlYgqbZTJhNUNllIvDNByHTqjJtsU/FS7Nyl49ljS3UY4odDI+YJCMdlLk0oskTbHBSXw3utJOccusK79IgIEnQHcM2qGKWIj/Gjx3eAc0FBv6OWoXlEg2JlM0luwH24xbAIJCYsPPbJUblrcRunlI0UNApZ+eOPmjI2jyQoi4v7E4RIIvEvc6+b1W8IsPazdxl/Y4BRUwoBfDtSCNTp/phYGl9xBzQSe7/gjV9K2y9y6+pbpsz8h7WxCKMb/PeVfRN8CM+aUT65H1BgwEo8G8sEQPJATzGTlRTIak1Yv5umJ0JyUDVrA3QfGPF3LUrkmn9ur0i/m0d0L4iH/x1ryYidWJpC3K2cmG50TIzXH/RsWD1Nsw6tNBF07HBeqBcGbZoHDK7ZCc8frAGFB+ftf0TXzbpn3i3kqq2WCdNSpOUi03aZC7LRLj4RG2UFGXOv0VW9rLjzmnyPRd0iIWIzgLUDV+rGGyb+C27Q5gGSGagz5qok67ad8tJ+CRCvVDBDNJTGo5S3OK83fz8ysOwca37C0C42xh27jfHw2E9QV1l3Yz5f6XiH2DkNbAUZsCKi1xTeNNg27u35Z1IUPJ96Ip+yMEydPuD1yaRaR4vbyuhmfpwLOAAAAAASeE3NMHgBAx8PKn1mFpgBPoIykOxoMWh1/GkvtYi4VyYb5rmw8yy8E5jZ2zjAMI4LUUJZWyULvB3VhkHyzbvomt7qPai56xsZNmVtED2tLlWrepuKzfk/AYYF+MW71LF1F4HkSife+BtMFqOPvslejvKC0NfAcVXYQl2G+fV8DAiuVpZAzgjAl6uzgXm3CfH5OPbgLQXG/6DrtVFIlwhUqACdiCQciaGWuBRcfLzuErTE98BRQH0jihb2JSXC7s5s/J7q6O0qqkyb//q8dz5ek/f2sY4Ms6bjh2KknCi3VznfgP5JcmYgnTlCh/rsYy7I6pxDuEys9v/rMFgJKcUAB1UWcp2BfOGuZl7gK1LBQAAAOYAAz4AAi+YAAAIHPn0XGAACcDnI+i86gDYAABvHz6TMSHbdaneePavFxCAzIS5Rd51TZ1xvKBDU4AAAAAAGxAAA34KAAAeauvfOKpW+fg526SuN9Y8lgswAfG2qVdebhDEn1dJB+PH8mY07LbYC0Hmahb1bf5n9Hyp8r79DMlCZxg16DfcYvAo4xeBRxiyDrliQY3NIAEShNtaNq88wgRnm36WGkopUnYTCMt+qFtR63BRkOigKf6cdElSZIu5+mndxjoAFoFR7bxoICpvDDTqFf/pTVMPn6J1ocM+1DPCT6Ez5rkZ74RIM98IkGe+9BAmvYhYKARE1yM98IkGe+ESDLmlUqfAJVmuRnvhEgz3wh30HvubwqWzAAAC2TyvRa2CufVBwxEPgm8I5zykGlIJXGHbQBlF2pt4xwmWfkUE5QAAAARBQovopYUUGVBy3wa9z0lp99GCcdiBTNpnv0EqyhRxi8CjjF9g31eGmsb0kC7AZoAUBySjFVwd1gBeyGkNiSj2T/Ag7MZmJieBB2YzMTE8CDpyEBfFh5Ca0TKBIIyyNCgG8tZ8Yoa0Cnl74sPITWiZQJBGWRoUA3lrPjFDWgdeA64OAAABNMSQeRI7uAb7idceWHyjjyw+UcYvAo4xjAPClWYuMYB4UqzFxjAPClWYuLwKOMXgUcYvAo4xeBRxi8CjjF4FHGLwKi5Dfcowybim9RQxE/nrimB8jpLdFIU6jH7OTkK4ugOVQsSw4I4a4CdQvdvhK7OTkK4oLFiI4ez5ofND5ofND5oewAKJcPOtAAcj2ASgLQAAAVTo/78s9RlThyAAAAQActiHU1KMQOWxDqalFSi0hDlU0fwAAAAQy3IAEmuAQbx1bxfhgk1uV7w5pbkyuGWfAMty70AAAFBdcMrvfuYFYSQt/gssSR4m3FUbhrSu4qo2uULuKqNrlC7iqja5Qu4qo2uULuKqNrlC7iqja5Qu4qo2uULuKqNrlC7iqja5QuV8c5qja5QuV8c5qja5QuV8c5qja5QuV8c5qja5QuV8c5qja5QuV8c5qja5QuV8c5qja5QuV8c5qja5QuV8c5qja5Qu4qo2uULuKqNrlC7iqja5Qu4qo2uULuKqNrlC7iqja5Qu4qo2uULuKqNrlC7iqja5Qu4qo2uULuKqNrlC7iqja5Qu4qo2uULlfHOao2uULuKqNrlC7iqja5Qu4qo2uULuKqNrlC7iqja5Qu4qo2uULuKqNrlC7iqja5QuV8c5qja2C5fS7iqja5Qu4qo2tguX0u4qo2uULlfHOao2uULuKqNrlC7iqja5Qu4qo2uULlfHOao2uULuKqNrlC7iqja5Qu4qjcNaV3FVG1yhcr45zVG1yhdxVRtcoXcVUbXKF3FVG1sFy+l3FVG1yhdxVRqlqWV8OQXZoBzAAAAcBhtfHsDAx3Mqzb1Gb9t+QZ32+YL1oyyBnIJMpb5O4k3ydxJvk7iTfJ3Em+TuJN8jA5W7fev6TIAfO34qVaRzaVS/W+4zTFPSjjF4FHGLwKOMXgUcYvAo4xeBRxi71g97BMd1XMVL8LBmKqx644/R6kIZLuQl/Br4ZarkYT3OwiFIUUCUEmCIBmirbaJhggi4AR97IhZxtMq1S5pSwXx5eS4guCdWau0DVTr2fqTXOMSpPOLwKOMXgUcYvAo4xeBRxi8CjjF4FHBMwTEdnxQAAKqbkAAiy7ZQAACMl6pTDZ2Yb91rOtdKHEpavStFjLqrsiro+fELmI4ZNEc+IXMRwyaI58QuYjhk0Rz4hcxHDJojnxC5iOGTRHPiFzEcMmJ46/an/NyswQjIUUVfbIqYYXLjcjvXkWfr4CzYLIXvXPTnI4teVn0i3wsgkIN7fNrbohwBzboNdBroNdBroNdBroNdBroNc+Gifrz7mKRMWU2xs9afMOpo1+D0F8CpJRMP8/ijW+UZYRPKhTNj92M9cfEkDimQcl0L7aVP9Tc+3m7K3Il0dW96t71b3q4psp9hvCDK4fjpyA5IxvATBaOuciWk/pn9oyQrmLOPOXqCgAGhL2ZwEB4YMhr2ep4nLcsjmtasA6iJLcffLJDtuPvlkh23H3yyQ7bj75ZIdtx98skO24++WSHbdgKlIJP+M1w4CAjIHZ/NnRaoVgnO5bNQ8gc6Xizzz1vAjkLYWoxmULMupCYgXVwouRaNMzzKFmXUhMQLq4UXItGSYruIAAANg5CBxFgrXe0nDIKT8AAAAEqN5EWRFkSHwgLKjQ3Jfvfm8e43N3ZykAAAEX1LEB2E2HEWBojhmB+SlaDjVJ1Eo4959y+wLZQgwpZEHhgAABQRqf2znUAB4XuKJNtgpCMAAPKhB+b6+2fYwAAJzIxuuifFsDUoRQAAARVkoUAAAueXlT7kZiaD0J98VRux8iGaeThRA6UimGCCROO7LtY83Yhhp30v6Pjy3zJWJ89IE0vlfk9HNUkmDt/l3cSDcdvNXRUJPUWzBg/moeMr0hD+ZwAOg5TwESDy2/ufUTIL7EfT4nRq59/5h3tD6+3bYwR3V4TNBrh0S3X+uRYz93ixvEvqFf7RqsL3devcUf2kJhzYiSeFiIZiBs1r3xvBsJpcK4wQ0RlTeyoHuzXwNJ5G+pG8NW0yeZgOrIzlaQz9tGczWrNJ80yPA4GV1twoRCEm035rmyo60hswSHqRrBb0UwJUJLqf0hxyDKv+Cuj94+qWATzm4bNThulyLldtANfKFvYqOoL5R2+B8Jlr2fwm6jB4qnuznZYUH9As9FCe5RPMm2bFYjEQB05Cek7cLib5oIYXFT7vEljJCQ2+6iQpkRcF6qHguCXxiRes+u91cAHM46iDRwAIBUELGyAAAAAAOdBuDZ498gLfuRqtYbJVD6Sv0ixpiHBKFwHvC9H1sTmQtb8XxvmYITdCnkVv5PVNUOf36Wr4Sr8R2K+odyVajWr6wyfUvbv23Laer4Y5q+7f6Y+e0uxdzmq1s5dnW54tFQ0b/bqKGuRAI6qd4xlyePCPBSFKMqXFY/z3RXIJY5Eo/fRaN9nA8AFesNYL67m6n0SKPHZ5Tzy4esowpLUKiv6B7tIlnHAG+M6npZctVX2JGnVTKww6LVVJSbleeopoHVlc9f7UEoHFwkjZ+sJZAfHmEn65nc0bp6DB+1HFrL0DzEthsuc+VpfV1XxipSjHX4oBu+t6lPieGvJ25o9+m636xvzYU+n7jNnIwT3yTf5Ga31ytLSedFJkJcDgXBb7lx01TkWsnwIkJwco4i0nwsNaMwGOvGkHPd5XRcN0d/Haj1/uu4xtI5lo8bdsaWCGz7Hb84/u77vZvnl9gpGjHp2/IqVI7UFtd2nAvYkGanvfOXtAVSoDrketOihq778RLRiAR3O5SIR9j3DsIDHHBAZH4vXhNaYCpeN6UKf/fQ21QAHcCQrY2tVhYGCkVmir2WAmZmrhFh+ZmUAs9I/IOYQetmumqp18QDBD64bioMqnb/I600lFvzL5FGuyXaTK+zOB+htNupplO8XLBNhWECmMyrL0Rt2ix087jLyQhUdFFBfUpm2kpfBasXbFVjzNv5+Blrr3MMibz1y1Nl4mdhv8p2s2SPXi29M4LLvK12atcf5fIPduaW8QXEWBU+OFpVLaurlBOiQ1FZu5BMUN1hRG3UdYFNdVTGzygTx6+B2Jx3BYZxxwM2qkDsHuj/5uXd/9qriZmQ5tde3EMJ3uY9htZIbQDVMNMfOMxBroVn+JDZQ8Qs9uYIganqHRb+ghryy7W9DBtNkCKNyfDnrZWGPDTfeu7JmItVlSvHcYqVTbkrBh16l9jiJPXZ+UlegTi+aU0QrmXoihUdXrWA39QhR+5c9+OBjbqQ+Pcn1unbnoY6poVEYFWly7jsqY3SVYSzp85UpecS1hr1P9gm/xX9qYA3Sarmq0cRO3y5t6kWB4Ggrsein3+tqRcTOmLdo7qUKP7F0Ef3fi69rTdlbI49CCtrTgVpntDoCuqo0rw4DiOo9HdxX2+c11rSazknWLRUAXDDM0clhYV6s0E0D5QGWfUq7px75NUrbMKYa6ztpLzTbQlCkplQuhpGxNEEoVIAisGQ7dcpfvIK/2CMTIrqZO/xO+GyNyb+nwIX1DT+3eVNhGDKcLS6Q7X6/xyXE+8byTASGzuZROFrv8btoJ83u/7+FgB9HvNOizHdVIe0LhKlnaEiqho7zuls3b11snlQHuZTh3gaOA9liVedOufiupGErgwS2s7uCobs1feOhFFedamn95n+j2bdc8GN2RN7+TFNGIs5hF48KbPt5BWvenJ09ExVRpRus+brUd5nnCqogOSUBbcKO+KYDOlCOkKzW5KQksFMaadUpzLS0If8LUHGMtCdQBStEKVaQHNn1E1z7xWyuLep70vfFV19oIJUSMjYRJy9ZOFs8NLCdpUipfw2Z7sCdElAeaYTJQfbduP/P2I9chqO9x7tgaaTMUVlFPBzF9x9NLy6tpoyEs/++l9oad3/3vfv/H0DNTh0VC53dA3y5pUtuQ+80tVEo71IVargLmHK4JPutirZ7FiSXEZ7EXjbaKGfAVbaNnitPPbfpRun8DlGQhUvEFyQpPd0EQXm0Khf6JqdHUXcWLqsyOzhlEwRjihNRzB64v5ffWp/nt1gKvn03I23UvZOF+/6uvvopgk7Q2Oksv1qwFW2NxBHrhVMvAmrx65BbXMYnevQGpr8oIb/EgumoeSYpvM9QKjiWp55ZPRylf5P4M89rWfoEQFnzQ7z8cN3rmAGi22JkhDTmj9RkAahybT3Dd6F72Uiu5urXthvBoL5ZsalBFOh+L1toz8aIlRVIJb47n2dt64COZwXZqFxz66zPbbXAEcORYCsXghPuOw+ojtjeX6unRTofcA0U2Huz3kWgqiSQCLOF5LeO3IolN6jbvBHrDA+enwm5cqpgnDbxOhmf+W2ogZOuM0XfpLrfrgqSmFUcQSry3p8M/Uv2+xwN7Rf+C2Gx5YNEHwIIIYwQb6fJIfdlrNYkvvMG3Rfb+RrXx2o+ldvRj092kad/46Nlx1aTEw+fiZ9EvRPTJNthvD/kHO3L2JKX42a1XnfrtTT3EwWk/O5CsyMNP71OJrx48ccjyimfvmT1a9vGOXd16il85AXdsW8lQei4W3G7f9n8b2yj4I425HkbWOod+auOTPspSV5NxOclVpu1C9464b+oGSI5LI1o0rbrSlp0ZXpabngsvsai5s2eketlgDvXfkoJHie2p3o9Itp6NgVLPIO+AODDSVJJ5odIi9X2tBpDG0IYKbr8a+eNzXcilv0yWOF0Yqqv4ELkbNmeC9+eTCscDndY4nl9cfAKOiAKNRE/f23KkWqBqoYBgt63+JSAfXcq4FtjJi948LjMcTZDxf6hARxNB8SaHg2W2tP2ItWSfgIFTuGGA5432kEASVA3XiFDrEopDIBikROm9uUVqlIBW2RIKXMBMyCmeEesAP3qRuNYKqVJyLDbP5CeLWNeqx30qKvUi9xHOEtN7MQAa7TU1JchJ38Fd/TzZGAA5uqWMfKrUSSaCr1BgVngSe01Nj46tduGsgE5xYSPu0jrDbYS9DDfQH7tksBn5oso1Zqc2598GM39ifvt0buk4yDlyPz4Iqdofsgf5RRrviYdGSYGAWrhyd4O9+CW6wgGCgUQT8sTkrRlmIdDE6NVgHCDC5tzBfyaDQlwRyS0X6qXhiVJErKsP9YUq2B7EXcoDCkMEblN84acahB/nuzxgtcJAMXisdDSzZF8L1gpdygRpTG0/gV7yBUdMZxZqfkdMq5dYD6avuWnBtsOOchWyuCuAgg4VBR1a1/oVy0aUnf9zDV5rF3ALJCB6pzdNNJuh4nUuZghdfu4XO2LcPyFJH8X4Opo+Q9cpONkiAW72RFgIRDEuooH+VcyTZSwcyfHkjuFbVtNuOkqW4sQlt68iXfALB0N3ruwQ60ka6g59/2VJ6++EhX5vZduzZa9He+VOHtvSMBkLgTcvpWaMRppBwWsaoYsY86XEpwkF2Z2XjtSyCnX0JE31KSOe5WevBo4rJ1BGo5MhjnsDc7U6bqZ8/WiuUu4c3TNyw87wrxO/CnCSXMZTcX2KsRefsmewAFmGog/YPnbnZXJK52WjzEyWLmxsKI/QvEKcfCEApjIuiA0ExFwtFZUKogAJGC9smmf/XGgNp7trghvA1ew0Vg1b9naklRNqO/KtNPVPwJk5tV7+b0q+HkTHZMEJ+XC+9hhHEdbWJHBc4iSXvXrYeM8TBnJ4eSXgIFnbMt1dMqz/E2WNpkAOJ3fhrQ/2mtKBcAg34HLFRK/Kr3SjLdgmCZ6MQVBf09yfJouYavljl5cfSSj0Z5XGbhKbUWW/NP6OPzuSZ8bPk3gii+u4V28hGb8WWiPgKucqOSz9fwuyskywOESIjHGCsyRJFc8nXz+TJpxzRnNyCXkHb9cUoJ+U8SZWxkHvpILb+PEvUlISaKNDhusTvgs7b/0EL+kd/Ul1wMLL3YUfTO5FIYBrFueay8oRz1ULj6uDISjYDx1sYlgYAvFlsBAZOvX1z6TtY9vANdKim6OoFn+Dy/le2+RfvkMsl4Oh5p6BRhzPk4YokWYVYYEqkniKf8XTCdh98FMAJwX2JlncYEaJxwNB6WL5zK+zBRwl9xPx4+dEKpYKRdCsO3xA6dzYue7vkMrc0BU26mZ8yeZRk/iQoc8zzhJG76dQpplcmQI+OU8+pJrr2IL+BzTxN6St9gpjAULRwSVDTzIjDtYzHBNSVYydqNmi73vDsYkQhOu/6gDoOTzskSfhcIsaODi/Fq3OF6dszgm/itouVpWobHC2y4C95JYRRVVRLRIxTfgaW7VTlXu3sgMJjfCmBXJ8rV8ltokmDw2Ltr1FtjlyFI10qzOCB46QyTiNFq3QT02ojdZ/9LvDeeXbtcl6DM6dOpEITrv+gMSbvTIumff8tOoBef9XZOaKeWYRoHOH6GUdDKuZaFUL1SFKKP/yt5dgPuT1Ezt97bvf7Pyb36ZJES1Ay7f+RMrLV2mZKt4NLzJW60CS8gho6ykJ559Knd+arBFwYNr5XzBKKVGLf3AxeJcIZp0l69USiND1SiOAlHSQsDuEzYBi+TW7y+Pi5ikHWmCVVSl14Iakp82MphZLktgspyCz8KgQwmpnq7twBOZRuscidyQaDWx8YAnCMUE8ywLZhbcJuNi6SPWEQklpXpIYQgdEfQHKBcvb48z4TECzKqJDkXHztbsv9NV0FvEb8hOn8UFGuCW931tDH9LwRX4S7OhsrFRY+LNXHrd/SfvSlWHDV+8GnAoCFJfZv0GKgDhTKRfC1UNHFdgoHkIazlleR+Zi3ageao7BgIBeYdlvABZ6nQil+I52EzsxiLzAIDeDZIFhxyk5IPzWHYTRMrAB7Mm2smKucBVvXKe+uelkXBycs5GTedKVKlh70Iwqz0pYa0UC0oid9tgFpw3JtCkOOYMbWVc8kuF/4NBkBO1/cxUwYXw9kX27Uyk7LJra9PnHjFLzPSxpne84jpqNBIRP/zaC/e/9lK1mIaLaA3q9dCM9ZX9PaE1gq5ALOMHml7b+i9ePzdA3Zzch2DA/i7yKgeo+QxuaPVyhkYG2q/bgk2zuzmx1l+tSjZD5L+h6FlnO+aW1IrW+LlUXZCNfPcEb1ScsUMjKQ37DqikylGu7Due47zrCXQNRYwAzJtwjoYWsN8fiwmvec4rJcsbSHE2XjylXSwqSKvR4TAfSyqyjvw8zdt0E6fQq0v+Oultc9vN9MYCmT/fXGCaINTIg/WROMvZ1XUe1hYyjd6S2ewuzT/gIbjNTxMGmC93H+AXxeQamPg+k0/6fkdfqztCU7/DC+3qfuePUtoz/siV+xldGHMPuD/5thfucBVdIzNj9/7Ty7eB0oqZamKG6XIvDgpKDw3u+Vmip05joCNOWOUvfHE1YdBFD/INx/pWgzdHL+scvObONc3dSj/E7sOFI2xzy05nIO1prs+VIXzq9AGB7Xu9EMV8OjyKj8NM+s0JIBg0VDkdzJkFXehfwvZAVfJSMIioQ6sz6HIogbhnxNeaYdRunMOBmFH0a6rGwOE2Dz9/1xWgQmSlcEX72IrSq2jY2Gts6v4XvG4RRVauyir93hJ03zYiIa1ezcR8g/CRRIM8L0ruGbEP7BRzjIpXalO2zOzuhxrJOYIbuA758SX/NCB0ObJwK4alIcLTtlr8Zm97uSQFecwzAhxoKgixpZs70tqv/J+/eIofoM6vbQMRWOIgRhnqndDTzAFrOfrZivAVd+BMmX72nM+TQ+2ib/uLZM/yzbxPQ2LPtZYAhyNvMys2kE7m89OugV2NB5zxsuu14VhnGOxlNmRAYcTzg8ZccmBkeX2eOViv8b7ErqRhUGqx4bP5DBzWpMPZdacxI8qdd4yhFg4CC3C3aaM7OVCUK/C3tLDMoJDvc/TywFs44JhRba+q+iyP+oqOKl42R3eyeIMxHCcrIuUU13K1BDVior+u6+dIc09ROyjbuaGWv2Manqb3Atzgo4w/ORbR1lHYg29VIbyWMKp/rz8fO3Z+kIT6+Mj0NDpkmeLr4NWSJSf2i3CZaMbeIr1BjrN3oOsYfem1xX4qmaimkIKuDqCI1zKJyruRmAgSNpMthd1YZpFJHZrJ/FhpC1Tser37xQzeTvPzuFoCtS9a9p6lPHs5ZNGOsS/WaA07ob5S1Q0Uyj7I+u97AqmDuW9COU/QfeMY6hOCgLgMts/VDh8ej/IjKk74eCtLXuh6zAFMKFze6+LfjewqfyLC9lLZQ3uDI5lWqn+agINT0ha98/pj1iRTm27wPoWoEC3UXXxRlTlC0QB/O7aw4yXX2GDuwmFn98sNShsNShsNShqrnGbkfpz4ZPROH2cgVitD74iEBdyT9c2fVaABTrIMkt4IvNhlt3AX6AGtDa/ih23GGBAVWJm47L1LEU9F9zv9FPHprUlaAQJSwD5uggpeJ8OXHDI7/zAVlsrIioA7LHxf1dn8S8aR9Srzo58WGS2pEFjxYAHi4rxqX5+sQc00PnlfS1WZFZwc+bch8300ULi5sXsl7iBAyhIxCXVEmHkKyfwFwSRZsExBwe0p3kEPsFxItxE1qztvisXNbwvQ17UJs/Xs3YWKvlZ4JRSPTS3wu0Qjo/CD2/GtGbNTzTWOfdI5D6D5/2k+9I9o0FEQSZ7mK+TemvnHvzG/aFNxkLXDesivz7ufAh8m1Us42myE+oPIa4oqNxaGMbwxE8KWQM2njsAo2IriCrz/fYtSSj3qKN1JmauTnQ2ZbHJN2iiJhjYk5jynWdCEEc1+AGKBwwDWO0fjOAkyDwq7SZ8dRNLqG/QwVD3//QWDkdthit3QF1vnTi0cZuTIiEmVgdtZbTjsbyqZe8VY3VxwemoaCQt7BYW1lDq9h9OcvgT2RoFP0hFEG+3qnWgcmKYDcats3v2axJA0hwhUue8nnjGJt3zeLe0TMduFFkE8/B0ntlSFh+jNrQ9//JgZ27lt+NoPzZsSdV/TulxJ2IXbrU08kgHz2lDiy+hHoRZkUCxh+Y7tRKT2RpFDJaugXardpsH4IojJ5IHDwgqlHPVYbcgTvdHugKQByn4bGX1IhJ+cot5EDZltc3b3vGSt3ZwbohK3fImsXPxE/0xAoJFiQNqx4GMqPoVhrcL1XAHCzgg3FeXSCrUMf2GNUotbqYnRt7mTLNU0tY+2wC+Qrewfu4tKggWloL9PGi8imNcy+WyWBe7Qu5rRjSTxHJXpoN/ghWn7PuE/yr+qEeQRVcrQb2D9bnsh+1nkY18gPoBfYG8U7UEQ0/qFKfQJeIms+ZmlCc8CNeL+JzzfPHtr5JSJ2ASzHBxj5O+QLEaaLNp+3MLz2Ck4muQvrghHNXvOi9QBMJ/azRG1kd033OvmY3Jh2YeGs6Q/fIltglX2xebYZC6WvhzU4eR6QWI8G9D8qd4Cth60K588D9+wkd9wZt84I3WWYd7W/40ecYqgSsnhpl057Aq8syr48jeG71QlMRPU+YzUiaEaTzX+i46Kj/yogmdq4mk0zRrYpLKizfNDLxUWHhsAJStxt0qyCEilFGzwjyohh7zFIxhHOwYhQDo5LUe1vLhsJ63RO+/yk8qGmiFtaOyyEYOQdvcJdXOA+ydOK9CMMcbakhNmutvpnuPrOZOrO5a/MQ12V3P1AdLkThKgPCb5ZzksvR66XkH6MYZXqSAUM+iTxcUgD8O5P8dxVaElKGHRug3t0akIilNg3cmp5XRxYnKgSarbgpkAZfOWJHz9gZmJmXmqbbm2oIkY/hZGdIhRGigp21dsQCgeXYDWUG7Gblk0MyzZaLaqkodK5M0JvtcZHerDCvp1JwslBHVnu8T0XfrqrO2txOY4NUL0WlIYKSeYIjGolbyWsm3eGtVLTUqVYsaqIdYo+D4qphrWBW8W41rFKFoBTHayxq21TvQY3W9lPi7MNn6a7LfinogpG+Us7XXbQKG9xufPwME5ICWRJ5KJPW7X20pNwXJV+mrQ2acjc2R2RC+jt1yHpH6wbFEa6+OeK1stmps9uM2M6IcdprGdA1w5jU54Ospy2PCHixC2n5YBAQHhZlWPkcomatEhDiUeVM8yzu2pNZM9JoP/f+NLfj+BFRBfjjZnvHyB6IaBozizaFkGr/p6R/GW/RkdRWqZC7R9uvkxr4DY9c8BW3yEruajx75zzJHtCM8XULdaVriG/ahOu7L1vnwD+jMQ4M2Q/yPTWv4CoIlSA0aRknmKhYkNWgPqif69CGrVUkxWGPUn1PXTISMAPqguXrUOvVGU3i/+DZLENo01Fq0WpGwJIGpGRWFfC0++hDVEyuFY0rmjZXr069CXouGaefa4IwuixE4wlj18cgl/cP5BqnY75DDD4jafpyunTZXqL08XQT2DU1Hr6gLQetmwCor0ccE3tM99ocKpQdFcUVwzMgcUnhehNS/yZnBlP9OOEDK7ZX5xq0rJu9StxWsVVDPKqrlj/RYp7XKAa2DuutDroNEwOhdPbUNto8aK2gRGOHniCx21UBJ76jKY1yaLXHojswQfa+qCrgZgSeaqsMlJpyZCSyuDaVT7iM7ahnjJnKpexPgrPiDkuRkf3FmlP7yrkwsPNQCgk1AUcW2+bgYy6j8lXm1uXmDaFSc+HjXV5BbxHCY+2HgJ6Pkq8qKeNm3K31ullfbIZej+jPyraW0DUhnLDFKXD5p4i9IxL+8f8nnyOD0pj3+ExQxRyAuFAJx2rjS5nDGCg+Q+mbq85WHimntPHyMg2d/3QX1kY1rmI4z2MfZ08itfGf/fscxLo7F64mGoojpVKhvJqVyb5VPZlYEopZoX6bl0nUeKmAgID7ty3JW5qjcxWCBdKTyXAQIBxy48euysy/Wkl50INxFP8rgimEQVE15W0mXb+bZlQS1kpIwI3eaiSlbXxNz2XdJx4FcBMGqpDaM5AuXQeb5XEui5/XSae88x/PnJNPby+bJgiZHKvjDB0QXhCe8xcdJaXxgzg+zFP2+lJvzUvp4Ryf7uXZob90lZtMxjuDk6YoqxFLnEiWMD7YxpgQceBOM4we6GaaEM38smu8/ZImDfBOHzEW8zn07l3yl/b/T63XXHo4xk4S6f9WZyn2MLDSyUP7uk7IxEtkKV/zQN34hTrm4S1AlXd2gGuzptAn9O9Hc6jSRlWSzWezySMOhjD9ErZ/L7gJhCPCX7B0eshT2uQSj70h1u9W3BXLxgggRmphPKtRnk6r+yDtx9Sg52k3SMClM1PF/LC1QFZANesXl42S0pRK9u7j4/HZ1eGJL/1YiyLoPe61hRIHH+VRXE2AhXMiUG5qaIb2kv/2UPCBT2BvNwSkBdjgckVUplOmo0TbjKGbVjGexWPe9gDNHPGNjnsItAU/M4EEoQHcT1mDQ9qEzUBdnWeyfddOFYsabOMzxoD1fIfeE3N3ns3IKIOqzMUYYlSk2m6pkpdpOHR15gElYKtKfSp6/5zrv/Mx7Wa00nA6NWxVZKA7J0BSBApToG0TdG9BGTJRDdGxIpCZgcAMVBdFBJo7GBDDkpy6TCeT/NDwCpvohWJUWKTMtSpEVGYlXeyj7tacKoq5PNqrLYXC8MM17eet9Oxoc+VI0+V4WFeMdBGtY9cHGCNB9+rf+ukiZkMU0ldobVvo54IuDWWy1cIONc/IXSr82AZ10YizyJja9QQAAV4E4cZ0MMYw+YMtKKy/C9wqmZYe/wP/SRC7m4mCYT4kaInqeHBkLQiazdOkVbdq0Xc0QTDy4x/0f3Jl7AWoLM1+4Tx2hAlNYKiOKkP9nWy7rHSrF9K5jBEDRXa07kgGxjP/pXTbbX9fLEg3ISTJIdutTrgFU+3r6xgemvCu8IQR0sc0eJCWI4YpwIzG/ANVlTMPTGyp0Z4ZTMRS+Rai69BOqmG+d0Vj4S4jwhSah9SGbwhDGwI2bNoskhFI3vx6j1u5qaJTLA5R9J6qNS2PObLXeTqkHbf4xO8CGaspy2ov3xueHy2ztH3uUBL8YmH8jweu+Nno0jfPsOFEsH4UNRqbvjCZG4QbJdXdyvomEYL+QpQCXiQbt9gBvAADc2BGDUsFBKFgr+XOG2HGOK9G3A1YxMxnaGJdz60tBPt9T/JY/s4a51F7EBETWUiyjr0gwzdv16JQEqTSoOlSmSv5IUPtRfhl80UjQYFj7UT3A39JqSVdFAlCYdgvL+ByVh7rVStVEgYMlQk7/SJfrb/UwerZEq8kdNzElES9iZ3Hej0/WszmOT+Q5wcelDNqxYQCiWXD0RP/KGVW2z+Iq4wmMPQ93Epl1pb0BSEy/7rrEd/VWpQOUQ9eOZyfPBDBKDh+66FkOop88cam3Ctz4qnj24rkbFFhScb9jM1MHL4BnBDGSogCd2R7KgOGJbPlbZCarWAQ1zqPpyaRfaqLua0ng4ReXzo5DNp52FX5UduoKISgG6gjGEDkqU4RX2nJ/gf+J7ELAjSHjEELLt4o66sIAmoYH2P+w3WSlwtn8ttdLkR/jcvfOge8cJLEfDZ8NN0wHl1H56hQka1Ts7CNsXV41eBFmt7AkpGId0NdAebp+h9jnPHvizJ6qZ+XNmZFArMGjPrGvITlI6wAVQ0J0aBTQY/sQB2AASMK0AhNGk4ADTRKdgAGxIcA9amsAohgBmWaUuAABZF481KNXQAAkoAAPpAAAAe5y9UWJeLhYvrgQgosAA0NyThast7dZAUv/HN+w9uR7dvGOOOwDSETSvGABwMIZ4ghOvICJK8QooJtfjXZ/W8CB8OO5sn3bhXhqTfKFqwzUMAAonOt22EcTitRzpaXN6oZMicuyTUy0MPqtXviGh6EIDlKbSgUmVxoECAMAEBigpAMA4AAPAAACaKAAADAgqRQ44SXN3Z2+TxCu6KC5Q8dfo57LnMIUFCgoUFCgoUFCgoUFCgoUFCgoSy3K+uM3jHju7T/b6PPcA34wHg+vs7prvk3SCHboPdw6+NcNACimzqtbGimmg7+lZLxNMRJiiXKMZqQJpmi/Qr8uSvRYvJcYxr3MQ/0gK3UnEnomkJQi6FMYTdkA3tHdYh8/88P9OKAs028oRQGfdgxOLUXtX+JuvbIyAcV1wPsuiGLtubRK2sE4SAAAAABqPW51Ir4AAAeHGbvLpdNaYAAAAAAAAAAAAAAAAAAABeHAAKYwAAAQY0Nc4OvhxarrmlKpzmuc1zmuc1zmuc1zmuc1zmuc1zmuc1zmuc1zmuc1wXSsVc6HRn59PXDFYq50OjPz6etks+mmZVOqO95lZtJ7zK0IZ1orq3Vs2k95lZtJ7zMqkN20ftIbto/bldtXu2j9pDdtH7SHUifLXmaZ9IQscKAAAF40eWlz5d45mqPw0smcPcSb5O4k3ydxJvk7iTfJ3Em+TuJN8ncSb5O4k3yd0RTASx4PGvZsBnNezYC9IDOYnlshmwGc17NgM5r2bAZzXs2AzmvZsBy6enp6enp6enp6enUWc8+XT09PT09PT09PT0fDKA9c8OVQAAAuydNcf+YrkSz+v9bgmUVC7UfQ55WsUxQAAAAAAAAAAAAAAAAAAEEQJ22/E7mSsigAABTZ4oKD7i76zvft+nHVRpIYV6dE86bF4jLtObF8AQ91Jmk6DOvZCYccXgUcYvAo4xeBRxi8CjjF2vm8TQBsXc/Lf+zAR+m7QKc0StWPRVbkRRhEp4L9At67qqxNzs1fs+rf3IWVgb9/IhhkVYmwbbOT5o6gTzR1AnmjqBPNHUCeYXpv5dL8p0AjtVuMF7jTrfp1h2icK3RSKlW95t67uMWPojxBir+BAenFW5FtbG6wiSQCBuOSqjEHtXvlDXVn5layqmwlsRjzQiJhU55Q/zZd0fCGx+1GlUuccAuQDK/tvMnQrjxHbMQgrp6gMt1v+6rWSULekc7sjQNM/02+byMcWPR+vPAXULnWQROfmFdrbOlo0DtsuhuGT77SbLKHzvMe94XZq9Pyt1m6CRxcbRWooAgBBP+RbwXPGSoznBw+3hugAAAAAAAADKOAAAd1Zq34JqLnNnyyec2eRLFkDNojt67Nag8qeFhOoHrgiHio8asJ1A9cEQ8VHjVjXuAgEoRkpjurdZxHVEIJTq9leXhfAijQLcUEWmIFQKFlkzmYAAx07L5NDtXBDvED693+jXlZTZz4FH1z0l28zD7TGWdfOdsUB7FQWKj+tA+rFR/WgfVio/rQPqxUf0/UyqPtC1f/8ChqMk06qaIONvZLpCb1KiMz1Lxt/XnnBfP/I02h6ttIk8jsw5RIkiR4y3pCVEkAAACGaopFQtfuqIZ22KJrZX8/iJuPQ/mzNYCOKHU3kAAAAAAAACjMAAAabNwM9/ybrxR8QY/zOW7WLlAAA1/xaQQ/gZkq+u8YBYpIL8xH7/jwSmtA2/5PubwwmE0fCf1xUv+uxRP9/zRSAOns/r1ePJBfBK3hKXNHWu8qbjfiB0tu3oiRkn3klD5pslgycxvhRIWhQM0r7EoAVswZv7mbB3AN+43N1MzfYKZ7uv4eldvfr0PDJhUIHYSOPmqO0CnvPnP2kMlTm7zYO4Bv3G9OR43Aov3ijqCKRDrf4AACZxR9G7/nNoQuVDfM8LCkEqcqO31pB0DT6UAZEaTmzqWI4yAiBz2xqCb2tIjJPRfAAAAAAAAF2YAAA0tBFHhAIAEXaT+OoWnX7Pxf5p0IEXIM7C7j+7X6QxblwVlkpE57IZnqvkhqcbV9LUS924MrlYvUe2ZJrmTm3ljpKKHVAoIWgTJl0CGYzDpskXQ1oioEYDfsrmIQxNX+9Mx/lV/sVoKDZInA/8SMNU3YPN+0VC+hgBTGjTR4nf+HtbLtzH8Le+hiyNITY7Occuaa354vYhD44wNwyWpCGszL9DJNZDnPCnVgK47WHSoHA4MQCnwkHVjXuqaXdX1wwkeb92CvBlZDjpP32MkFNwIoHxm4zbLAk3NSTYUiNndCfTqSPAFbMAI1zXKipPdDPmYdDoYH6mEBOQuifr7Mg9Duw18a2ZZS6i12uGuQz1UH0yHeJ8YRBpHcm9ebb0CsptzzOCuXJcyfpX9whmSuBAFWZSDxUG6RTAOMxIrBlhTkPES6v3DdKP09YcL1lOovB8kVzGASUEVXDjgaCXDDWVw/hVhyRtpvIVTTECBIsDixnTAZhVZh1G0I46LgSG73RG4OVmi1zaUJgCgp4r5UGsg7/TFdECGZFeoopDJYafQws3cB8zx4SYAIpp7e/Q/U4xMUxcqDiVcOBnslqhhclh9hRQwNhjXjOEvu+W+yENUKYQz2TJ2lR4yvm1LItdxCtBE3EIKdp+65n8+Uue5KO7jYXjZNBM7B5eQBJt1X4DJftJ40i1t2+qTu4B5/5JP3v8gI+FxFTmHWeSsnZmQkTSQAAAAAAABqnAAAO7UgwPbhgQAdaINcax0h0AvtJdARKYfGaYHrFguGco82/7mFOu0M8GI1vWQaEwvPsU4kfXbIuD3GzO3pDISlKM01US3M+RCCrnzhcCkhYZPdaHCS4cv8Rw2p52AMF6QXwvHEdcANDr1tmogMGoy0wsmZX69EHVfJLAvb5QJG9I97CD2tPDzSTlu1LdZlAWl/7IqO5mRMkGbPabG/sqNhNfBk2wH0OfTq0bhoGGjw2E5JG4twI52+DZI4xwqajBV9+iauDaxqLiC32fYMThqvW9F/NAIrh65ZdguX9dpr1kEutVoPDM/QhV2xtqTT9o27SdFmzsunh5CF6T+sPYNJDnJvTmhovDo7Pt0iG+cuVew3zRL6U0qahezYg0l4o5YMU7QPwDVve7hSR/nG1VklZ8AAL8HJJzIyzBc4LWNTksqnbu7dXO31qT7NoNes96/V5WqoU9yOqLgg1s5L30KrnKygBRrrQ4zPF/+wn35v7lzMz3l5wlE4yTwTM7wUKhqB3avkMPCUCM5/ODG/8O6o3ahL5hxwE31kRidy5REOddXKO64pWhlJ2+pGqdk6kvJnOZYkr0T5syyb1u8SyWMv055iDI1tCneFaBDmTU80IW0197HX8QJJROree5J/ghUauvLZN7H0F/Bjfi0M95jj+M1JhCuIVsBZd+9KGDPwzFGjw6AAAAAAAAYZwAADu1ILt6CgAtBAAASsh4E+Hh0CCgRJwKdQMcYB1HYAAAAAAABqnAAAO7UgwX9ADQBOzEC1mxlnb0HgAHDrGo1E6oAMX5UgLq2gAAAAAAAA+kAAAIsG8Py2JANWty3gzWdDB06mD4edEuxDgM23sIqKeE/vNp+igwBg9vRHgh8cw4TesskNi0PkQr7aUvm63RNis+aqX/ObgP18TvNXqCsvTvfPDFAT4447AAAAAAAAAAJwwAABpnNxih8AL87Qf9SDp0NRQqYlmfGoAU1nc7zbgmCv5h89OC9tdl1Px4G+4K5os55X4oN1kkI394KEFwV41MIJtrnMHTiCrWhjFkZFzMA0D/HsEA0fOzA+wVtXgsjMpB9NiR68N3t/Bhca3Az4FjDwcNhX17KW0/FQyFBvCV3Qi4Ap8/Vrt6L6ZFDsQrhnvqwS3GX/54egZmjOJaf5xDxNPb98GocqA0JeVo/CXkD5PyCLJWJ5i8gkkO35G8mO2ZOE3V7svmhaTwrkGidCMlmK/zvLPxagzoLs8rBblxvsVu8s9Ws/bX57o3URbLEbo3+mUQ4BR/rtVMIzxNxqu/q5ZD0ht+2phjFKLOwBuhfbPSCU067THKH/GSULSPeJAz+ZCt7JVptuuKMc/pw+yUcNhr4fegMCWI5Z8bq6678XpZqsqZBuYTttYq9TvyjYtTKDn6uysreAMxXFY3qQ1Gt8Et3Rd3b4ExJ35m9zahDiE5R7xVlwZinRksORExrlq100ODVVIAAAAAAAA3kAAAIrrGio2qX+3lOX9L4QADQMDHxC/r2SjV8050hGJ4GReuv43+dPhYh00gj8rziQLmO1zKs/m0ubwOp+0JgBU11QPZ1NX9gvMFcgAQnvQZGbyXhjwlGNaCBKISyPqBQuZpJ85qCffsKms/ovBo0tyX/XiJe3DywzOvSIg8ZXBhMtShzgE9DGnZVF8vC/KQye2ccwo7arJ2DruZLzzHE4y6PKnrFeKTUlGvBl4EWOtNV4QZlDDUjEXeyQ6wLLbTHE6+wwMNLQdYimoym2SsMAIJnv7OqGrroPIhcnTeb2mPP4cjbW2vylIuf8WzmxL6LxGhhV9uWb/NTZGqB+QWp7AHnnCF2hudcCfstsM7DoDF97goqg7lVWl7ZZKrKgb2z01juEp3EZMjkq80S4fx9TDLuWP1eIXBq2Qk3UNxiOIAAAAAAAADVOAAAd1wQ7DagTlQZbWh5Ex0cDsLbC120ljOh34Fqkpd0mcJUmOCg/KKz4ZM+cPMdu8qwrC9MSah+jJkzEfovRztnsAI3LljeuQvKSJDCIrECKQ5kGTS7yL9jSFoz8+QKVStS9E1bVKv2qxaPyxkB5Gtc+R20mC2j6smpwGhoOsml4x8gzW8vUN4ju0dlwNu2bDrZt97uCoQhS7JPdGI+jmWXOOuYaQxAnV5GtsgzDxEaElOXIBjdjoqjdrq23wjx7+vX0L440G6KmscZDl8bEn3ijtfpfbhXUyJDyh4RNqVZKckYQxMm777wec1c/M3mbWejXflCvIeM3eongoMy+HtqLZb77CB4rm4V3WFPpVB5GATLsHKTts22QsiRI4kmb9KApcGrJCk6H6XcqEPQ+IcvL16PrejKYhpDJ5+gcBOtF8Rlt0x5RNFe/9EgiajQ4k1VuS++i0ffPOJHhpDhyXbYgMJ9GLauvGb8lObLoVqYyCt8gAsWJUWNGYjaxjjiJbg0RwJHclHdVu7LBM9GDUMWZC2vqzgcHtiP13luanwDJ2hr+Jdvx4sjuJZidUIdWxpR8y5iwYRy7C/UcdTKwEkLcquODpt8018FImBt2yedzM6RMYao1AIoHWdOE6S7QC4xJ1YwAQPHP+kF4LUvYmOcR14eyHMKbC00ZKxqFgc2s7ZB++Uv5IOF11fSRLUYExIkiEhmggXuS3xqfAMorza8xVYsWQJsVROHCMtbZ5S/hu66Q7XM4Er703JsR/E0X4nLQTMon0KyLP/Zg4vwx98UCWGDMLeva8N3XSHa5nCxqdLyQvgbNSS/H4nQXLFtRD/9KA+zPgG4UTi/0rUVNJLIFIWlahiwFiD7oMc05GffsDDhGoR1QrHLWUpEr+OkQGjhY1mbtqBNH/r5f+Tn2XqjOCXzvLKmhlazozvO5mtysQZg0qdRhUPfR4h4G9975Yv/xMr04+MvpYYyfrlbgvMVSQEoRNECI7p/bpso1WJtAeTLqZ4qfp5jP+IF2kzp4IxcR6lU/u7vJn20Li1y+i49yqSISuPvkdyUB+MBf6pXhH7bQb9DgMn+IUwUrG2Q0cbCtzwQetBKGPLfW/Y2CdM9tDgvcLgID8FqxQBp9gbGXSxqVNJXqCGozJOlF9WT8mmphbb55sOhOTra06zSNx72PcT2VlCHkBLAta8aOzf/eDa2DEuixONFtFECDy3Fi4KrR5+DxCNmlHu/UwstKh2dBgBIFpR4JYZso1hrKO/F2DnSbE7yHzyUYQo0G/MEokFQTqNz00Epo8DxIni+MeS2sNBaBVlbg0RwGHpnyjQJ6sl0iIdg5psxwbRjiPOOj7sqXXPoLjNpqoYzGo4hcdAbYP+pH2NYNQKlKprbGCdLXGM5y0DBMl48K3iafh5BqSpeOiJy46Z+D0VAJ5lHDfDrcQt2DeQEq4mXQrQibTcBzQ1cML3Jlxde6Xi9gE3/z36SOq4MXHsFk2fPTsvL0MVdJLL3U5pFiOE8XEPjHGVvbh961QA7XTDLb5Ixl0zcE7cwA7AAAAAAAAO1AAACK42qZwkVd61m25kC+3m5ggV4qaykQn9/QodSQr2uwOcY9pAeBnP4yuAXxMPnrhizvzAmTRt+aLt8dV5CXEHA6r0N+nOiEXahOkthnL5KwbU6EjyKTCSkL6k2uaCEhkvie/DXbeXoLJWEUjwVseHb38EewfXqYFDO+G9lKP/K1SSPTf+/bN1BkLZfhrtvLzxj8nJ+oVCOK4FwQd9al6spqciT2mLC45xtfYn6ztnRZcyqTt9HJAzd2G5HvlilSxBw1GZPDtdUq9xYT0oZhLb37agi53zNTim2Gb9kSle+9TuajWAHD0rDtguVVEIs+uJAdYf89hqekb4PZlkfsA9NurmujmgvujYE6tORMvOPXg74kZoDlTnnRNpHqVpZmyJDj8RH5YET7nfFQUO+mPdsasTxRW3T61JyBShkbQ/3u9aGvVQxL2WHX1AVjbrPtVeDqjRaALQgCFemmVini8dJPTdmL8SjEJUWuukujuBoO0W0nOACNWpSQ5cbOAnjXJGl8Wzc1kCUKNiCaCam2x3wstc9RMiAmwmjFRZYoZrSMriJs96PH+z2HqRl3iiolnB+V8W6tu2JO2cLJ4pqocku+phBlogY/y+F+7b/af1LfpPvR667fA5B5O5IYs/oQkG0sBQn0GQAWCN/3m7k695sHq3D3mtj0F0TByVdphzUGX8bNiXHPfR7umnJUqi3feg6+Eqk+zJZnSDdGxh9r+oy5XARvI39B/6iOpau8XQ8rTnn6vgbXOxHwemWSQ+KozkqVRfN9E2et+U325DQPu88xm2qMAhDrk3CM1RstH7exRir3sYuKJAltsQ0V1FXkefoU4iUP2NxJzfqb/btNt83d2uvg/JNDlz0lQIfoAVoxiAmKV7ZggnFBcuWOi9+A0v5dwHlejoA1O9Ii5iYFO4Dh1W6wCD1Mt8UrDo1HXmy19EW8Pkn0lZ3Nzn6wJ6OnirEcx02BkLMIKN5WDH0rpqk8XtR00MeUHOBoxr6H/vhHMAJ5G5u6LJIZ3JEfUMkI2GchWF1zleQA2GOTYKYxmD1c0RAm5neY2pFXhMBbPytSOuHynACpHyGNWd+8kqWxqgbKyR65Z++f6uO7Cb9NdkDLnIy53UP43dDWDxFDZRyAYVG0vhVeKJM7lG/nRDB63oQEDK55+p6PHV/AOTTDiRp02wOe1hDBBK6a/Bj5trka80A03DaInV0XrcVAa685UQz8zPU4dWPozfFIsU15+dDz6b10gmhmME989PHfyATeXdLCq6HnfO5yTQqCydn5hKQe1w7ay+ZqZzGxsv5od0n/akCSDhKuOUw1YrsdXveFmrSI7r5jtQumFOuErVZsJ1TImko0Qg2Pa/xpyP129OcjumQVUJ559gQMi1d/h+KLtlQWGJJ60aelatxBw2VEpYVYNDX2bnhaCsaFOMjAMM2OS6Qui3UYsihLjcMxA0u+XAEH6YJVGZ4KFxIdecJrT/D4I9Ryy1suDgA87ZIq64Do6KZlcRryuB9IeXOEJqnzsFY/7Gdt4LFEn/EJeWbvp6j4cIlGOe918BNrYGrn32xWuAooRXDYr+vXfx5qWfbkw7J1zfB0/KAfyfKNLqGwzh2aBiVHICebua5aUbAcDRlcqaoDTsR5hgvlcc/DJqZ/sSAmAsSMrPzHQrIGiZLmzSlD+Tcsw26FPI265XVdP/dfMMq0jIbhnfZCdaGhG3bos7OAt7lS8QSHLCjCUamb2nhyIA16eRCpvcHsFieHKc6hjgesFBrz1kJz9R0coV489EYbt2gHve4aC5Yf86mKhYjaun/9suZeCvBbxE+uuqu1EuPp3FStxPn0mmSnXPU7Z6LLkF/1Vu5jrnUsbuABQ4WC3G3+BWgl+qQooIMOuPp7y7kb2TFaaNwOyl9QUvkO7wwm22UJGJhjGMpZuz9x7/FwFjdhuPjqQWbDPgvXmmwERwqOiyf3ixbpgAAAAAAAEMUAAAuZJCPILF5YRzogh/RScMniU7nlIENMmr8Dlh4h3cV1rZbOHxPcQhxMLx5E57vdBlaI6f2W4N6PA6CosNI9YSYqi2fHv/o7Ygdv7QEp2ruyuZCNvHYljN8MqWM76e1kJF6EeN3EgLZHJjs2aRwVPzbIfT1cG+0HaowzbaUOWk84TTc14oFHWFOS0ICfOD3GeyQ60F+gj8Z/Nt7hTQyV257F9o7+82juW0zaY+c5Pr8AbCT6uvZo3ffUwXNQRCHcWbs8wVRtfra21jFDCmwscrDPQjjYkA3VIwLHSggr9jnGOxQsIcjjNjYlUw8D5xtcgVUniQuSqQopAguCpb+XxuOoGO+EtgVXRE1yCBLq4+gsa1IOt4G911zyd2GQC1xiwdrDNxD0mmkBQC4iIN5iDsZL+7+Ps4riEG9k2FYJhxeUCpZU3Zdxoc/xRrRe7yIsUz2BLUE3suzN+Fn3H25hlmmxvlW4U4UugfJtVWPw5xB9qjB5ENHgxdrRBwjep6y8h83K13wjpYo6QJBUSep2nVaoAjBpU+p//rgIa11LsVRIBChjhB/aUGmlEBH2gPV88WUKPh5WO9n3Xlej9yEx3lSWUYxKKC6n6IrmZrg0TN2v2SFScmgPROqg+AMzjyy6pVf9p611c8FqJFbivX3IK+1Dp1quTbbC0c9uOTGv0Coq7iUKy/Tz8i1qfqZ8dz0bn8u0u8cQGGlecxlJgKtWm6+7FSLljhvk41IOxPtD7VgT5nmtHRITzD8Iw5PKrcO5hqSlPXIrz3Sho6miYq6IjXY6dqg3tRABZ01BQJIKk6ypd62lNQjMCr3azqkbv8bLqk8C0SKuZpChJ+4IsbXIbKwTDuNlBq2OkPc+pHxcb0zWPX+wHKFzLgteyUFFUK3WMPsSSkDCFpIEBrSJs41hJhStYoq6+WHnA3SVwFnNUi9we4BuotbbIMoNpALrvq7cwyjBH+45rbENVzuFMj/33A++tHuePwSdMEs3RqXnpKWgguJYl4fi+n40nbAt4JXsnLw3G5+CpxeUXghwZPTt4o1ETwsn+Ct1kWbqlX/CfC1u2F1Vp4QDtYK/902xA5IF6uf2H8oLNLJ3SokcQOlfLUjenKzsS0SU9kdU4ECKRkDBKuMi2tOP51alpLAH8hivzyl8wZgL6yISwmcGQQrHk990szWSOa57pX2QHD95KtfhQac9sJUCsF2XropJPZ4zy+VOkS2hNSak49+aU6zzI0bJsfVdanSNDmTQXhoEhZy21hvxUQ5tcJ8Lcua0YktlvR4ejWtL73ctgsINn+9YlzIT4KdK4VswMpkSKcKsWikRoxeft15wGW+hXHsZb5WUDa6wGs5a51SJR4D72Ne1esCTIL4CGLcPGymRIrWvM25Gm31jSJ6/24B2IWOyKa0Np677Jmfe5vmry5+GXO/0oaNanFCJBNgCwvJ0VOw3BgAAAAAAAAOdIGbE761fzLPW3MJO6EOrPvfUo8qm9ILuXaiDWVdoUHD8srfN0NLndZrl8hs92kHe1vWTcaqOu1lr5Oxh2Zme9Pbg/eupmJuIXKByrhPd3ePelLRz6jmQ68NifgfD0GWe6sqZ9R8jC00FOvEQWVJW6yLCLuI75iLBX8uIEnHVLPUvt1nnmnQ/iDZD60KalkFmCkTeVVZHdFnm5hR8sjvg8D1fLBOrnsIvn4jKDEjRIF4OScFll4RaLgErjKcrbWoKF/NDpfi1E0XKAxVnnI2FEfoZEnrA0Tf5USHMjizOkj8XGOCJ2FAMefLK1KgIoGNurXQ1m19W3n/eKnfq0T91zmzwIEbgoBbJsTy9nZ3fp20M/4ZbT6D3s4jyoSffZ/enui0Bdf/WiLSNay9BLiUSuzSdf9BOHnsXm91Y1qOLWXoHxUzHaw47ZOJi4ZhH2jHUD492StlIx3AjnCt7/x4Zji/lW7OINj5Pb7av6Az1I+OVpTWuvhNgN+8ASRzNzf4n0Obpy0eZpAyFeHeKdunWKmYgt7+7QmKWHvyM+nCOnwelAJVESfLY9sb4piOIpC8fG6cudE3aRpSfJOkM7hrOXkqXBqxCvwzeeZmui7JBHllSVusiwi2WvcAqLqF0ChITOF8xl//vgssgDlZcda/w4n8S99xGXz0ODXvZhziBLj25Tz1xDuq+VaUkPWRObGgEpqAg9OM7EFbv7jsyXTMnJrcil6zfGo/G/GqM8ECMgDEqWw7repNEMp5t3ph9TJskoG3OXYWgb82QQ8RdnY3IKYPP2EQXkMrc0EJ9WgAbToLMBq4Y1CUH/Q8HVrQrlKkf95JFp7x5zbIhY+xELSAimgLD3ZoMW188jeCkWAGpdaFvG1tXQNJsM+l8Ve1dVdoH9XHoVmOfzxvZ2kfSOlCFD85wJ/6JRI8ZWj08/Vt7hd+P9GXB5aAL2Hu6SILx/rvqr7pSIGSyaAUTXdEKiODGmoOznLj84/MvbzZ4Zn+XO2SNz0njxEdE10ZxfZ4xVhgBH77+A72w30Vm4F69MhnBDTXI4F2SKU1TirrvgXvDa0ZZjYidcwZuWmxmfNHYJz/Gq90A5QqZTR0sGNp7Jq5IE/rch5+rb4AgK3s1ocV9u10vsPesxiF7eG+9gmwPnI/iyXkmizHJtym0NwtXyuJgYXarsLHb1arvV1X3W7nc5gFkCYvV93hbzoeYuc/CU4hIdB6uCL0+XlDEqlt809sImjWJgpWL7HDcIIMOlAhP9Vu/Rzfgv6F6h/z+lbge6lg6EZMINOzWzFVB4W7VglIrGw/oLsl3xL33fMcbjPUS0udjnAVxbGGAFaBAE8QT9b1SVb0qCuOvA1BDGyU34fAgod9NnjXWY6jvuSP1n7mJD8yA4gY9TnvYEhhHgOdJWNd3C2AYKkzBlZqkbVn+sKErojqMaFX6y5n9nPxBSPyZPRobiU2bfJTLnYtqS+g87Ld0o08QuVx6o9yNdZ31wOzKT3MFay+AfHiQCqC7DI52yDCLgJhQAt/YbM+UeRxdkytfp5tRrWqiIdhvLikvR7b1d0UPGajOlSMjcTGrW4ps43EddBIV6KP2yGGhDvG805oJdwiNzQpoTa+u4jOX4y64tuWtST1q7tniI97T8lcB+4FYIBc6jOPBSzGyqiAb+pSdqZALqsfaOpAAAAAAAAG8jG7RVmq3yk/HuRUaUnEvp8g6myNlU56/6P7Lm6BKigQkqxRuPDXKbfnS9ObJySCbNwBVnkuF2dt0eQw4f/NdtqlUnvOJBdh1xNoBAKMPoZHqkPK3c7UFhuDwotUTUklxeuMrZoWNjz1GRGvOIAzdivmKiE/tuiHr6wph9V7iyGscRJpscDiFG3XFgRaqDh7v01fqlpXfSNWuGLO9uKDxvaYR+4v9qhiZco7EMjM3muZe1Cdgn+P2CQio8XBRHr0+VifUfWOY5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In the rapidly evolving landscape of AI, the ability to deploy and infer LLMs efficiently and effectively is crucial. On-device AI processing offers significant advantages, including reduced latency, enhanced privacy, and improved energy efficiency. By leveraging the powerful capabilities of Windows on Snapdragon, developers can harness the full potential of LLMs directly on their devices.

This approach not only accelerates the performance of AI applications but also ensures that sensitive data remains secure by minimizing the need for cloud-based processing. The integration of CPU, GPU, and NPU resources allows for seamless and optimized execution of complex AI tasks, making it possible to deliver real-time, intelligent experiences to users.

This section introduces various GenAI APIs and third-party platforms that offer methodologies, best practices, and tools for deploying generative AI on Windows on Snapdragon devices.

Last Published: Jun 16, 2026

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