9vm72j/HQOLdyDfSiK1hRQ==;A2+r/mpjzLDcT6wjbDQvH29RT3qpBKmqp2Xa0UvypYfdqZS9/Gs9OFIkBgXLlUp2KTTAV6OWNIpQ7816dhV7Yu0VwyN5qudHKwi9mCX7QcnSQrjOPHjU/1QGV/9wVTa5/6JHCZy79dwEHFIhY+1tHn8TL4Qdya3M1ggpMIGf0dZZocsiK6LVBUE+muXGdeqeJunNc9jJIvEnBceaey9/q9UgjrSfn6U7sBpZYnhd9YOPxXuW8HW3WQBK+XWTjXlaR8vetg/mVxxZY9frgm/jrrPPTLnKN4FL//rYetnz1FZOzCsTM5IH/rY1CLd9aWZ7Sa/AqdBFKwl3n9z1SfR7NhEUWoayy/lQhnH5cEhW182ViynC8aq1K7AvAcsI/zzVL0Lj7F59PKc8cl/NLDXpF1GySn6CNjlIvnmN9MmlQeFL5Zz9LClINZM0H0iJ14Iav+yl8IJYP5Xj4liLFDX9DBRRyY4EtBDQ2lveGuuOr1eoMXdZ79hVYAtCJ3YYqSigzwQIfz3WmqyfE89RDDbLu1ujlzRqQPzlSnt+9X3LK4MuWcBoB3htfp3Pp2H9hxw1G5ghDsBqDZltCvpfnjv+XiQZT0JZSN7+LjXdYzP9lcNRPnhYr4vYInaR9tH+7ILmFvLz/91YyxI4Civs8R1MSQ+Ldq2bhMN3/cCG4mx6jDh5h8SW8g4UvmqeIUeUbFfVKQK3sOOhUDaaJ+wNOJKAMQqbyFFVfSu/90nEyqkuwoNrOcIjvLhG4G+TqnOFn8JjAhYC8Sp+4XZyKvhaoyhtMPozRcbI890AaJqSCJaklmn5BaVmNHwfUolSW4OlLIYwlVh6+ZR4qkLPYgWlQ4WA4f0ripvTxq6cXsxxaydTJnvZCOQfQz3tpyUaYy8ejkCJpNx/TC68IYpxMwz83d5F4LAkrx6URbHAUPZWl3HzufenzPieb13n5MPMlii82tFHmTGQOQW58/93xV2Ur9VKhXsMtPRt0/LsKTvLpUX2DdP0ueSVjOyLoaRGUaKnv8rzCH4toPIymTHhjtQlZpTpKV74Awdu/H7y4/J4CsubqnvsntoqOe+zZVnBwE33BNof6K17ouHwgA6NNNmnIwFF0l2kPueLuSZxJsKpNpqj7jnGKcuHOGnx2yZ2uvg3LQo5BtL02t2lFg7+PeaKzc0HjfrEPOZpTHdPNLiDOHf8o1V9Zr8Ptmm4FOgvv4O+qRZ5F32YXd55I6jFkoUQPCox1IpcD//qy/pmCmdZLnNOiXAlnvJKPQEG0KKruxW8w/UCjkzEFa3GMgb8d9CImuLUNM/QriMXitKAEpaEqSEnLxpRfmYgqpgE+JrL7baYMwEw+17SeYDhlzymOcIFH+wmMbF5bDFTiOXvLL6bIMoQybSecq8bjPGO9t4ExhudGpmB11QaWYCzao2oPeb7FEm7O+0C5CePhisLra8W09h7CeD94a4w6H6YQuWpDowB26z3YetaTPpx6qWmF6G9QcTSCiHz5QiOJd0VI0BEEB3WFPbRsJwBC6Yy3PNJBAql27dq5gJEG+2AGhtXMPhucYvjHQmHIGXu23D01c6g076AdOTx4JUHWsY9YGBGTJ2E0tYh8Eh1LnEnhC34xQprCKfb/yurtTZjaeGErOTXARabDUYIXtYpXuuLNaDtn9i9i/5wanRZT0rEEJJu+a/WA2qhbWOj8AoKAmVsICux/wL8YWVv5kttP8BTLgxkH0tcP/vOkLSixP6i/tPnOFtfdDC5wyxcRu3Co4PM3lx2IZlIgkBFFav9ZEbai5ZwfCfPGwA7rxhyoibKubrl7DyVa97UROSHHrOajoZfAp3clIMez1bF5AAg1NlIAU4J9m/YTKSWrLYOk6wFWjB5lyiNtAUVOCDN769I33G0GTT7Q4iWr7GBgAlBJp62BNCVX9yWgVS7NQlf0DnowhaZp0oxhhKlOZgA8NnIbIe+iiSMUJDPYMz5EkA1t8BeMn1OBcqkmN4GV6eMjbX7XbmsDzkhZpFbjnSVvu5WG3NTwO7n8+ZwESfGoA5Qia4a17BFw8mH6zB4+aoHn5lIuVnMOelymfmsgUMXWzTKgK4DDzBnEHAqY9m+TXQJhgpgpVTgGz6sjqO9Y4Ndsj+Udly4HAnnbAJuKXwXQys6YmmD3jIo29XTumPBt+u8g/kCSDk2F9NK90cqY91Eodid0Boloj9HA7eFaFbw+n1iBS62Lff0jQ1RlOAZ2P/n9Z6wPiAe4UgDzwbAQOT0Dr9Mon8AaP7vWIVDY5v5chxZS4bfNgsJFtXq4OLx3bHZKhGn/IBdbl/J0TgBHOS7zkslIG9z+psJDDtioki+lqeYLJd0hpfG9C0kmcYbX6lbi9MijsYwru56sLrEEHJIB/bWyxWjPfjhOHrPbfEPep8sqrCWHqVtG3PitR+QZGI2C5gLm+/NU2MfpRqdJ4vIwZDioUUtXpCariKd/8yFqJRbYzlHOpxIM6JpT5Z7ARomAdPN0xMyuq7u5CiXvLleCROtDZak4fCV+98eUP/QJGN8X71UrbHwM5RlsaipR+1YhAmws/MqJUW/K7XhavfKa5WqZ42xqoVxQLm4a6STx35ph4dPupS+Fp9thqoegfLgKX8ZLnwxUFCGCIU1M7FRU9OCEqbzOxjC6R793Dmq+HJXGgEGQ115ZgKuxdzvMZR9T95C55QgCYCgLW2A+lWKS0r2ivRAvvAUI8HUzVQx/+eg/YfStVzuFmQMZkmsSLTXzk6v65Z++G9axhvrzwqtkHe+4A1ElmEMq6ZW64yUxXbPUDhz2kmDB7ecxMCPjqPRL7cDaHPwWhM4wri75wgqDGd1Kt3vceKlTkZ/KJs2s1egvxETgn6qOhjMbYu2gkSuxWVkxrORoInJo/YTPH4J8orMr4oLffh4azFQEQ5jQ0dKpzTUbiVptb4sQWXOF4lUW9W5uHPjHOA7ncYCn3m0bAevl9fAYSqgFPCxpORfP4qw5COv4pjztw0SC0q+wF4yD2lVZyUxs5+gFtexINbpT/cRHOr5reAL2FCUaW54nmNl0UzIsCF4yyzZywfjCL+mh6T0orE3w2euRjra1F6i1qi5uHjAJO8I7JodYR/xP5aZoxip/XMkGDupY6on9HjgaZx2vSGgnZaKAEyK8aosGiq1CnDQClQhwMWOpQ7D696ow5li87rzf1Lz3bLmuwPVSzqlIkxDYEWQcHA0eu8U81U2r4lODqO9my0AWYt34ckrpbsy05C33jpkbVhCslQmYgC2xAO3HAESae7TxWti2wuEk/kdpjvM9eRQ+K1OHDA0QzYHxyJV5xrff5uREpFPh2sYz7P9qauxrnASNTSz31zjZfb42IoY7WsjpQwXhrWQBgAH5Fp6ssfRkn16XxnxF897GZkA3jTwWT7tP8VvXPBKUw2R0+XMg8TnAsfKcG0htsB9Ur3sBNSF2BsZ2yBZwObaGuoA+BR3e4ulQP3R0CAf5ExXWz8a401P36WzqlznPOlcmKYJceATMjQyuFLfLTQTgbsccoVMoV7xnnC3B/7J+oF2NAbnS7cFFIil9JpDvZLWAI73z0v1o6tKI3oyZzvKQtoJG/SHPBqHeiAkBSnODXNxHLFlbYxSxyUs1Y8q5uBGttWhRWujU+YpcvJIb6WgIuF7BRygi4ZUIfzsWGO/7Cqa9K8km+i5qJnUkcKT0kG7S6xKIVCAJ8b1u1vxwZxat7Fl4IGmtg5Ez9fcAtNBem0TISlPtoIZf4lfHlviHUP80sp5I2+wMAIXLAzE1EPyAa5IkNhUp7VjuZxBPOkeLt8xHxlQdanwL1B1DTrzSy09A6J1HYK5NwJc8R8iNHtWVVlvmoUWL5sy/tUwxjh9WKVLPEuy4Q+ucyWDjr3xIrh3JsvXKowDemnfaewqgTs2Mz/V/s5MfJqK+9FSihbZnfAXlncpXVb5sZV2oFKzl3oTIXaR5GSWud7c15L5lC8WJMMLlKRSserhSDBOPGeoRXEbj+zRGxAeTAM0+IwAnt4pRzJp9LOeHqftEbra+TQVn3zdUGkEPdwzOn5gjgICRqOHE8A7OJ+C6rc8y9jkyW6TIWiGtAWalFTehA6ToB80FSa1xaLGeeYTqlbmcQCCBwQbG7N4MZHXI94kM6obFk5yxQS2aDQRNbk6UkT3ntlvZGoP4NpV4HM+8rl3hBrr7UDkkSzsK50Y+7+PINqnhSu+x6vK85FHfrw2wk1dJ9eb5ktHYjl8Q5+x9jrQTaywR1KUvXxY0uP/dyVagsId2XIqmngLvaLE4pUoScSeq5RJW+xw2K357pstzAnr+gTVPMw2cwssG8iGITQSROef6izW44Ek9TXXCEXKi8X5uFoexfF0BmyfG87sBa9V/ambpArtudoBfFiNNHWtliOcza5E8BcyLxpDY9mFGjLZgNut4E/dckJUPIenF84rOWe77kAJw1WmbUHY5sczk4mjYGtsV+wuplc+wHojj9jINV8BNg0TJv6Tf5u6q3xveS8UfBFmQgT0qi+Etl+Rd0mVcnBg7BM9A2dSdfAItl16IUlE+aSK9PcVcUL+bv8xexEnhMDMYg9ZfDktY7WljoLi85vEPThiTH0yzASgubKqrnS4zD6nmQ1ZdxIsINTwQFGAUqVsQqZ3nZfywACP7tpfDj5UaAO3btv5Iq97BHSRmI3LKtlbSs7jM7SFKNAACzvk1nyZt/B/ECUPRygKH05sTuBMta8cYcZmkiQ5nBGMz4ZL+Lvlx3zEHKllGtcDXPo8AIScYNfejrWAo5f/90dVBOXT/7VVMpPtTezTCLz4EXIC/kVClEfOq189I0CxuUPzwTxu7tnloLkIcCrbX5XI8HWejLHvRJOEu6/ms5+tYYxOcEbz2tBee7GpCIW+PIPz/LXSkj1Tl5cY6WBnT+fLXvedmWroXju/SQB1J3EUKg8aXDOj7Ssx6jQTHyBTatUoEjQwnjWEt6rrOLxdawIxXURPqJ2ujbRk6QXva6w2r5SiqpOrXkRZao30NUwVVmjv66BJdfCkASkQfSpkmqa3U6z0e4SwXDEO4SVhXIP27ZI1nVxY3hzDFaX71J+BJyXQYmVllTNV+xfvdSCG7xs0VZqXoAit58SIvrcUSTvBJ4NPGT7swi9KUrj9HY8Qa1P3a9dojrQQrZ5kxJjyFLvp7OCEF95SDlUx57HDPp7aCtaj4BXiYVJF75BObn4Pycnhs2gq/FnyIUj6dt1GIkEYj42OeQ2FicrBynM0O3md+74TcrbbHzHlp+Sb24UU4xunBBed+LPwfnP/J2KuKRZoFKNJC9wd3xLwAynoX71fP1ocID7eSXZQhGyEalsXXCFLknrlGTH67QBihTzWodSSxQF+r3lndX+RSXTtwOM4pFMi8N/rfHZ/1iYkaTsLEtVtBla7Kob9yaD+mFzOGH0jyGL9RKEFllXAnH/vZt+TBxO/lp9vQSU/7rsVwSnjUunlqOO64BF54kcPvr3olhbMI4HO8bw9uWQRDHngQqSbFkOfhEIRgls6ys+fEAVuDpqUO13rBN8O6mWfl7F4/ctcJIszRytdlKi8T6jpko6eo6OytdytmbpwdlkkWGynxLzkFvcesrOlGFnOJM5k+fCR5+T/n86ccEtJti3v36m/V2rAf7r6osw+EipdvGjjNVrKahtcYNg/uN+HZKfFGYKzcNYyrVvTFY5x+HWH8ZAMSPkrQnDWAG7agHzosvpMyIWASwydKrafHFn59tHZyXVankpOP7YY7yMsFbgMqrWQbqkZgJcDQ8kBT2qXBgsurwUWGEyIw98fduxDbW5hIWK8/kMSkAYzZZvlweHs4zHzJp5Y5/RNy0a9REo2XOa3w7SYeHMR1KXgYmtCgEi5ZlmsOblBSF9Qt2jZWv3bgOzQSQmGTi7gqSZz2OaDyzhKYtfp8KwgRxYQGq/S4Z1JuAZvcpNDmgWZiHZnbWnPfdprf7pAdY/PaUUibAzElDhxBhgK+mU8Y5JPeggoEMuz3cf7V3nX46UPM25VvZZtRACbbOAhHkqgKx1tK0rdAz/SG8ZfCsV2lCeVD9sgI1jAEIulQ4K6KtFOKH0C3B98i6DW8myFTf/U1a0ZYx+J8pqxc0pZaugKC0HoeR4UfanMJ6iS2ATBv7Oax97vf2L4V2PykUhlkMPjdUcuUcJS933Ck7KGR5xEtWeR3dmtN1GR/GPNIkr85UD93aidtI5Fmslccn2aWkBKuV8jbCNXTZxZXNo62UdMpUW4qXgEvDUNYWUmmaoP6bvH4lFVxDORhlJquXxwvLti2FrA/FVWxRkFGjVxOjM1ZZa/4E2+fqqNvk+t2oMyb+zV3gFtFOINDgDwD99GHFE2Q7xSYiZetVPXGCOCXNeHEyXQILPEdOFFfaDqhdKJD5pOIrCkHwZhWA2wOwy2c54B0+LOoQREpL5+32coPjwUQyw1G3cuaXfeRiccc4HnGQIiObgsS0qpUodGmGkaC9f6hAhfmLVYPGbqlrJV6qC+ihnzcWsiKDkbe/5m//3u4C2L2M+tEh9pa9rn24i3lP3W0BupJ1JwRROx8sgjON1hX6b/DUvon1rePzJJNzBrZva1iZLqNMf06/K4Sdfxa9NaaMBDVV4hIFkFlHnNUAsolIUsWZgW7x1I9Yam508VTJ9XLF4S2UiMym8SMsEZjorU6rc8CFnoZqznuLQ6/s0/xu+M40BbrqdGgkK0ggD8B3KIK5cspcovFBgBWVV4+CChqbUm5T/xT0NJrXRGYbEryoUAyHPrkpRp21kEBg1XdJlpxnm3Da4cLjfIh2Kdckx4hAcE1T4Fpret2DrbijTrqsMFXyzknOmZ4o5zJz11vyYF2+2Pc3Z6zn3Lk8hGXNxHNOIHfhWYt+c/dV5UXp9EEs9VT6awTUqGNE9tB+IUZHjYRqfqOPlwShBmZ9sN9pKmpwOtCYBGHEOSQLGqgVqtBlq3uJGBzESjPioV3cmeJI9ehtW+HgMMFQ0fNs+AhjJU54q0A7R6VtnkWdq0d964nMAoAiTucohPGtVvHvzlrbibp1FDwdu06RNDjMhKmHhoIuRKUnmSCSEg5OzxruUC7nB/gidIyHOGBjGgiZJETe7By23NObJNw1xam5cOJA72/7Cuk76hbiB6/HjokFqPb9blXcHJSAupEI6svh/8QiwFGAhGDfzDHTeRWi8GguPTAQTX62f+zJnnxsPsMxmbBq7vzYNMtQceIunIFZKZgOYFXZiOVgH15iL/OSFgQSVqXoVB1aDKU56jpD7l177PhNncr53s2GnNAwFis0ZL7ZdrE2/BKJSDReH97j3Tad+64rCRewQpwUao6M7lyHT7ote1kbkwbRCeI0edWOuAYC9BrGEP2p1fXden4jK+JMa9GkqjmMg/TSiVNhROW+Ds+lpER+kYCKm2acFGzkaF++eSos/c61aUaNqhNqw2PWqFinvelDI9naNQmR/o2HMncqGdk9vwqUaKNLDSm5zQqV9kGJQGeJEBODLJSW1/F9cVrIuWBjGNDX9uAjf0c82S4FYkiAWgnzGE3axXjqnS/9oWiqHTInRTHrfLm7sDbGDbzZdhAKqMC2JtQzLMxdYO4wliS/Wgz8UE+1VsYjIObtTvICuyyAdxjexzVMtLkVqwZ+adETZPIk1inilEGynTvkUpJdXfEizAyQATGq+IfpfmhRzHJf+UI6Vq/lfCzQisJBhDjVJzukdu/h2sTskrlDcEN/KwpkvGoCRQF+MzHvH83TdikLLtiJ52riiDMMX0nBxqvVoETmvxk+wZ5dgARpB1WuCXb7IHiG33aSZTmBqRu0nmeLvG7s4s0lwEouML84lXuAY9Ebr0HrTq21j8t0BRvWS5VyLcfqGRsk6RxsmZATR1TMzFg5UApSnhsVWOpYEq4KF1p+3vG4e136s5KeF+WXTAwn3tCa512hDZ0q2z3uGdB8I/FuBKqQoz+BG4Y9A7zipDG+2y5F9jpnbQtxjpxc5O5gB+mjwPWWtSjXlzALOS1G7K8S1GNr8MzGKLGtJMgEdNK0JAK+V105S5kb2fkhDOONvy9vJeqhFYxEoqoRzQ5X1It5G4qTP2wUJQoR+suwQMpWYIi/VHRGFi5WlabmySglB8DDtcjNVBUwIyyTtvDbtFVh3P7Mb3eu59yZzpnMIHKqiliSkqoUcZ6FyTKus+S6VC3YqZ6h2B1F1dTgjwGdrFoDh86VCyFihTTYT3T4wwOs9JudKcAmP6LGIBuhKv1NuFy6uyWULJEO+GWnPiPAMBEumdRfMG62M/kFEbi7tKWuH1PYougMr5UmzlqvgP8uf3Ujg089nCzomWkxnHQ4FqOlOvG5CrpiYDZecBY5NhrTfVItBY7eSzsoj4MNcxD4uJrL23wtzgrzCzpQnAQ4xcjgWRAgjgb5HA1nAmjq7voJqCRMMjUVrJdRh0IiDHmfY082ForKXV6kRdMsf8mj6ffSe3XS842341IbJRFlIRF6iRyWvZreSbeRdyy7RCqlUyOq4as4Gqfq5L3sbtVgglmY+vlDR6++R8Tbbl0BS927PxyAkRZjF+nOX8OJw2yuc+npeev55hqi6o5LCV//uHbf53DOEllrYXhr3I/iZdPioCrqSe/4IMHVBZNYTsu99uXDBA0khmlx1GNYFN2ckkropOR0Lr1DrRxJrrFXVWdnrIW609/AHUzm5zydgPlg+X6I439rVwrV3q8De17Kb2nb3WN0aCtoDq6Fjk5kNxQb5jOM1p57NG558hbjmL04fOImU0Kfwxy8uwIPXioGZ2SNfbUDfn0G7r/PWT9suk29Vyo8P5exrv9w4MASExRxOkeRgsTLX702z5o0+HGLpb7GhKEwH014aN8vn3K7ehm0QlfH4h+6qSSxWL3BKqULzP4EgmsIEhBw2riWNPcjUxyKsaE+6spsuxEXdVK4aJMo71zdJ80HfVIxng/SrJn7cM+K952zvjmlDs1Hn6IWMmoqS2x0/3xPG2ZU9tTBaqs9JWzlFi9WP8h2pjMHrwJuJPK7VmNxebQ8apOrhksX+sTbXQG0xslJkv4CWKzBTkwIe9b9a6bNUhKQ+/lnZOBd98DvtVJkGUpQdQjkZ0mBnlXB5gjY4O3vqlLP33jF3/V/JbCVotVZd0Lz1ak+kWk2/UHNMRBVP+ZjYbuFPui8bCsJg99jKjHvADBnzDecF5CqiQhi08Lv0K2o8fPz/HyfMTyM503l+V/DvZGZbz5mhaUPMjhO1fCUJFcFGlhK8GuVMcL5HdrSctMFriruTUHCjOCwIzPAb7vm6v5yOfcqTUxwCL17l8PQJ8XqWaSFgvi/Sf10m/DyOhSHFMC8Now8dV0ljtmY/dmFB2L3fOET6tD4c/Gcqfcp28ih23oVuvVvr+8enPRCX+/8ICgbnXOqPAgf2i/vph/VWmxPfDvidz43CtybuxPs/vyJ5FvWu63Iv9geipjrapwmiZuXqdrSn/LF54jgFm9TuP0lrpuSf/7PQSEBtiXxDKFcH00GebEwV+mp642/ZWXdUCPoGle8eQU0AAb6tx9NAnYH0oSpr2fKCVnt7VWd080oFHvxufuTkSIUPZOUtSZ2XmUzFqvIeRs2IMX7/zzA7Jbo0WiTDGBN1uLZsGJKt2aq1tbnSBi2u2Vq9ybqPnxuGg7caPwYEzHv3LGU70TbpfgNZNu/IIIB8ruY7gvZds1rF9so0WFW2DNTNv8xmWhsUUwvQvC2gKZ4HVGdR/bLo66D/k806cBmZOtQkY2eA16H7bSko8vEoJN0lqP20BfqIFNdZAputy7bfSpUpbiMotE+QGUgknngDHMhDfAKprnAkusxrkQ8YvUbcbopmsXF+7sgfbxHxrOZh3BuBlwqeLHk5IeP+bHuAkKxF4XSaWrgax3ZUdWwtbX1wvrlX5bClk/Sh8sVdn862DJtpdQTLSd65GnedlL1t58bk5LeAhufYMDaGB26yTBFoCmFK1PT8ebvrC1PcVZb26+d30lgI2Wv2ti3TTiGtpJWkV3lpC4gSCwB97hGjd/Hr59lCrAsD1PPtl0H2kf+W3gKsvnnS4kk+yBowELC+4zczVjmWotLLfpV+kptKQvWOSGUqYsLI1V4WB4pzETuMCPWgEMhi/lbpNPidpAC/o9WDLMQjxDfOu2E5jAKPJIbZZ1/S3IH/widkkq8/2mAFwAn2OfnaHqN3L7HOnhBEhUVkrUwrEaa/kKqT1fzOraNW0ax5MGOoEuh+qasmfVBt0JiEbMEtLp+SGkmWvZjIO9Y4fxtMRtUcuJ7cgWRurUXWA5o41hRIJOr77QUQdlxVNbGdY1JhNtYFxvZwi4GfauZNPtk399aBVvb0x8apdkN7eMaisiHRaetnmbTLrbcor7j1Cuq2JMn/2KJO/sJTMRe3jZg/XiTaJjeIzcu/l6/vQSwRz/gP+oHzh7Zzd9nJunClLaK4MtGZEmi8eAahCPj+GbTechgHWASEtwnxtOyCISM5/v4s3b0+iy0s8yzIf8T8sFQk5K4hdvLhMSA0LGLfGhK4YEZEOwpJFUeXvOPlfx6I5EyQfRNRN1bXuxXspx+poUuMYY4yA+LNeJozXG0ziCy9wXoFpKtJE3aF1Gy3HMLxSZ+SJcTFqNC8A4O0vcW84DpXmK611211wSrYyRkgaJ0Jb4sCHCrIbs2JHkPOnP+5W8r1gDTd0M2ER9bu3QtB3AGiOZs/Vn8uK62Hi74KHLmTjE+ophQVh2+OPMqwI1sQ9QzEfVplrOEyF9A8XDyhpz9T3gN1fXTHkT595lTi1W173/sEgf0xdZMVGi4kX/42rHFV23kLXcX87Isrmv3cLhKa4+wy2+SRcBOq8CTLkJM31FgKp5JKv7kdTJT9u0It+gs1lT+uZpvsrEumDz8KA0+lZv5F+cnBKbeHcXe7FQ/Ki38XI1mFUZsQqWKDo2q6IPXglV9IWwmTG47vYvGUXObiG0ohsSMuhGPyBIwwU7YqUzdSkV9LqnHPwf2vLxIh6CDz6xLlklxbQn1Y5KtZopfA6cYunkCgaExm2wqwaF9thfsJlw2vtQoBnF0pigWUMma2d1dHnmW/nv+JnQJOoLNpqsJbHwYSHJ3GO0GkeloWZ7WuHqr3YIn2+77GGpXLuDFpHHfOh0eptaiL7gQy8x3froPVIlFdxWpU8fvravImsJ0hPvZ47XVjou55JygYWYOWXEQayMbvQ8cfkexU7mhIzNdfMwRneXnmjUQvcj965HY5svD82jxtwOHI4kyLsIkqQOGJ0wkDre/3FgeI5TCNVUab5hDMlzgUyRw7vOHEWj8RrBcp156SMCKzC0eujtAiNy2ghUpTv6FP2OXr8aqzzw/nBVV3ctejU1mwGLLkWnA4H5uuJctZKklHqQNVm12b0J0uhDUDRP6bVp6pXm3+j4yqs6jrFEP2umMyRKF3m6RIBKUTAlDOkYGpxO8oXvcqmmmtjAEWtdj301NelBPey2ONOXnRqaT/dnnksALB4SGwAN7yMqjl+hq/RX/+KSFt+uG4+8oUUFypWtP+syxb9z1c9yRLvwvETXUy1AbBQhI3VF9ybpv3hK+t41kAdQeh2Fc6fyKRNpJsE19vHrFbXzu/ADmSf+f3ZKdnT+So+cAnf/l3FYLFccerjQ/ysa2kni4yfC951VICe16zOxd3kifb5LRORtwFo10yiS1u6P747YWB8e9G5XK+TnfLWKhAM9VhrkfJ8FrqLJLJC3Lof2YfuIZQGmgOeOLx0W+GmeENTGz4nr1Q/gFhd7R2fuNU15e3fVWWuBQDn3KUZJEzqKfZbS00V3XVNJNJSw+3zU7bSLT+BhAu8xqZJW+Vop0Qyo/js6pgnxaF+NvX5jYoLsjlrsOTXqoWp11MCcKh6nIvfKnQ8qEqEijbjNRa36cr9TjPuYWWytiLkWE9/TiHCjAEKrK39o8htK6kFEPKAJEFhurvY276b/5XQRu6PRWsWDFaExOjBV+qOrC8qCqNidQlCVgxIam3p0pLm4K8kgFlsSBvhX/GvI/xQNu8AihoFRfhHYQQtKkuwyBiqlTXTWQvQ+27e+wBhkqKVLijUv0y+dL60CRiGHCM5OmgHmxmM3GofOGqgrU7BMZ/G0EXc8zWF4ZHG2qrhX/GAOpq7po80Dsbkdqq4+Muwhhg5+s48+u18tXn9SEssbREj71+pnwCRD7Y28ZbMePCwXdLK+XS5qVkl+5dQCtze6uy37f+NhHXabAJP9sfw+uGN1ZEOxNNQRNfAvdA29CASRK/yw4sNOvl+PeYPIoNPzLK0IC89BfgEmVsbJ9RFyaQynfdHuIVcc2uZeW9nB+MZh+ka3dDKQwxUGRSNIPidC/XyPkZDHQ7ROWX6PQrO3d2ecPP9xEvTx7MLmIyhLc+aGbXrI5sTGhEELnhfGmvrEGHPryS5aiZ4qwon4GsqS19cAbUuG33J47Lgm2p+osq8RmSFCsplWAC+m1umaVZEPOmCO6CwHitnDAx7zf7rkROccqkbiua2uTnfr77YQPAf9jYdYTFgeT4XodRaPjLlmfzAcv9R0fybpfw6PDpF9lx2BERLpI/r50WsSvENsKn2IQwePLfxdeYjBJK+2oBs4/t6fDphbFfmL7f96Ek6S/EuxRH9VlHmJS6Duzgtg+aPm3mgOP0E++tz/6R767ppyAKb/4ZTven4vPSpSikcyEY3W2Kca3Rh+61j8+4ovu+XLrlz2k0GTjnUKXLu5pY8Szcv/bR5qlBN/KY3lwcOBJdVb1wRrbxvURxEEXN0wd7j/ZQkbl3bLXp2rZpXVQ2l944sUnStYkilnqKZze5vdFLqGwJXAkxXaKAq/VAvAYs7xzEMY52nolE3azaLS5oeYKM8Mel3xplUsu4tyQWyvx3tGu5pnq0Gox+mnJY6o6A/Ru2gTxPRHSVJy+0wi7HQC6J3ctXzjvFcJS8s70GCtJx0uH7TeQk3MrwygSoPPAnlC7lmImN3H+kX/MrUfIy0VzIfRnafdMTXig/aRhi4s/TLXIuzdAYSoVG3eEhzi623XciuHJack+TpeDFgw9U+ANEUh1KKVBluOYpHyKe67dDL2nhJxsUym2KSJ7o6qIkDcc7e1ZwLtdfKzn23qSwBdY4TFYdTzvlZVXc7LC4nDivdAoT5/U/+Ggk7bKD945FPxwTZIUGgg3JiDCjPamuxlJSEClQ3gceFe4RGq2SDfQHFyhXBsuvFXecti08lAZyo5deZnKNvJt+bCtoaqT0FGFDkU4OFgOYWTJWE/Ku3Osr35IDIY5pXNz1H9/CPBSscZvrNBo9fSsO7Y/50RmdyuLlPRltysivOW61XR6PEe7R+QGwf1y5cg1fiU7WexS1UW0Itdsrwyf45oTkYz15Sx2xskAnxjr8WU8dyBKdrnJ5t60RtY49BlYPalXPkHmRURqNuNHi1GdJBDFzdo586TmoTWFvATRNACOFjbSygbeO06bbOODbKBkshdc7y8Lm7gWaPkaY26R0c/OL0FGKKj6jBfZrcPq3P1dal/J9BZu4VNv7FtLR0M39vTcHDU0b/q0k25d3si7pesWqZSO9jhcc1Ya1P++MiDdkk+uUdIPI6gH69nPyhfeXB/mkQUbIaySjaZdD6o+L6igpTpWAFojLaGua4X/cKm/ESfVyfsVElXFxRPUYto0ta4jiLoLmNWepRNdqlghlxzvtH/LdVN3CBM7ZjysUwcJg2d4sqck34JaRSaKCdRPl8QkOgnOQwgUwu6ouhns1L2hHP1SQMf0TeQn7alYYILDrZFahV0/GLBiKmQMZGpkOQ2KCTQEbvuJYDvBB+Ks4n66Web6CtnE0I5uz4BF13njr0emK8JvwVgO031w+SK7p4jWKZSjK5zd8xMWfLI4wKKwezYTIHHEOP2GYFbJU6D3Pwgz/CYCB+Hiq4Nx/vOVf2OLbeWnb9GNPwLf2zVsiS+/U5lN9OcXUm4sW4SIga2f2Py1l3EJ0GK0PSSU89I9GKttbdFD48qmHKgwvrAJcLzr9QW3YOxZU8ID2nojRCHvmORfTCr/B9oXkaYHyEx3ZXCbzNw+0wb6thIC4AyeFQUeZd7Z6w1btrJO8ms43BVrs+SUPe6Bk9ps/oF0pXG8QdvQmA+2TnahLyJ5pLcFCekx47wA9us0Fd4s3RDnoyNb+2E+12RKCS4WuXBNXyrzvPpQ54WayaacCZK60lJc/8l/XRwF5Ske+DtjwPj3SEG+jL245LepHhH9qh6Ww19mZzL2JSWW+h4HMZyB5PaKQmojDUR4fv+5BE+k9x58C4A8wi8RhylSj3M8gX8L4Bmu07/NxCqWfPqjGAWOoqcSpvPPkq4Cbm58oT6Tnj+LGFphM1tTI5aHgQV0ENl3oB674RWdiAn0FR3Wok4x0loLIo4+ZWc4dPG1TV1k+/h9X+rdScJ83STXw6FkYBsmisxfPJyYrfy6Di7QEqT2Mpoet2mb1XFTLojGciVOA3gjKbuP8nClCHrw89Xzf8++WvU8znbufnmmIADsemWQD7MwiisyB7Xm1v7ODUES8j+rhI/mUj4d65pIGD/tIk2KuzfJlsQE3F2nMAwZbILTataB3St+JFU/u5JfKP/CUMt79/BkzUGZ8wcLMKX505QKVrG2FfKxitmLApf3AAOObUZe7bheQc3bjTGw0Jd0Rqwmfz+3u7vx8F/OHNklufM7tY7Auy+1MO8AIBEBmPjIZaXOvNSLZo0jSWl/2K+1eyo5/BjL9WYp1oUEYUG2T+459MiUR968uN8VTdYF+JeCxPdhJ38v83TQVIoQyFcl1GZqjcyyD9Cq+hG7DV+aoOLCKSW/9JAtXf22lTcUmrGhO+K9tj/oLu+y7dR4xxutKTLMxPdqG8W23FAFnkPPH1St4JJe2g9lk03kKniLaXdg9maOnj5MLTTH9jEWnGnt6VC8rijLVAL9aDDGM168ODKdR3hPvZdiGJKJX3/7XwrbVpqy26qv9M69plbc75utVUcfo4hj6xjkxxDu+zfINSpSi3UJagV1d7oq0kGUVG7m+oU1tvrxCcF4gX7rzoqlWqng0jugQo1L90bsJrL7/5fEi+2AR3byKZzfnEjLLbJupbP4elZWtgVcxp3g78xu0ZAbNrzPtJDWwiOAm3rL2c8zOR6OY/fAFR+raa8uuATrTUohf+CaFQk0lKzxM6rm6rNFe8SVsiFIQQR5wzv9awGsuSSNE4OLcbFBjhRf8OTt/8a9PfKpOKnnbaGTPiA7cdj9MOUHR228MpoWKxMuHF1vQDitUAm1LIxXbmFlzFUMT47puSrJRivHEVDygpnxs/VOxjNkUmSPAOMwWgHg6iZGXJ6Jrsv1WZQ6ay4IhkUplC4Sbo810/rn16MeMitmPcgsKkBAWef/iILkfzRwMhsqp1NgDEWVPAG4VXyOHHkfycggNduQ82ae39FC4RbBqwBUrKz8HSjtNpVirJsa85P+SjnK5SWZe5naku23/MoF8ByPfWoIO1kAZMHPhlV9HSBKitAN8xN8Sh1RnrZUWAYF9o6hEp9p8GPMP1lin2KSBHL1aQNQfDMxXa2zVjrpiZ1VE/08w1wkN1hzk/vcgB19Y094ONkJglvOdQP6DBZlKY+e4BsGE+qVTHoKngCOyzwn7sqUJ/6i3MVKbCgMpVzH35ocZJzkBBmMgpWglBXSzm4d1JxOaC372o13GErLpWi0YgYF/K52z26MlztmkmgY7dGHJuLsknMLn361N3gznZgtY9o/VG0cPbs+04559krevEDQgZZ5Se79MERfEj+GlLQtE5kPIffaP/1VbWlt/b+CGksg8RuDR6onn/PtgiNRFMAcPR7AFJeTkzYQR2h57a0MSluKLCoKvlzRqU9Xyvn42N3FGRYx+hihlhkU7wwMZ59Mvnr9SFQEhpEpoDWRoYXpeocJKlHcMAAYMWsu1+/LZoOLU+MLfX9afSFivoWEN/KEq5kaz5kqknl6OpG4fa7ZZEOTFRm5mApBkyYsvsymWjKtN+WKusbeE8FVC0GicZH0dps2ODL1CnBzmFSMOCNN8FKkdGvL8lnYn6uMmcKXlYZNBiEH+QLOGQ1MFEFQ9w2jqP6dwug9+LyeHEnf3Q+Bz4FD0E18hUJ4sBDOvpkGIIn1RWAISDP0jvr13lfZVrK9IVzxWYS81LC36T6FVZktqWakfEsvRARpFKoN2EbmFbXTaTRLIR4raSsBAdRot8bdQygOaTKHzXJOx1fviC09+Jw9amqR6BJzx6hmKKB/gkAr01sXXBPqinhfOs7IGNnRTVMKo1xLuyIRNgqDgxtLyBnr73ahyqX0HZgTNAPaHFH/qnfsYgLPT51Nqd36eIRunBxT9KMuUWEduHuGeOZl8jMiPEHCYS86kDrDrhpPcibS4fLVSqSbwiVAJYzbYV+JD6EdeQvpgtcQZOBO+e/d3h/+zEPCRKS8+M5yHi6eLOb2/3jWB6vk/dyVp4kUye6iFjS8JkTzb4W7d6u64icXh4L1LcrbCjHL2unFFlytvVfAL8Tknp8aAfhcLPF41eszehLUXZhuSKEjHheFEA1j9+PSXZhFESmSeX/+jNbF5VU4WPa8we3g1/NDn2SiILljz8YtrWcw8QE0VuTL8mPFetaGOUVzDNUYyzGFQRItGxgY+qMwu27LVPd56aPypbpvia9q+D5SLGPRiDYo7X7vD7mOxtujLOKf4oO98kHBYG9Q0ZsBl6mtGXsJIau7JvDGj+L/iF9X+9CKkUhX+5tJ3gS7ciNvapo3KRy4qEMMuhcWd/ap3AFQNgyvzNmatAfOP2kiYBwc4puYM/lsj2M0rlG7Gop9d7CgeP9Rgko2by9rGPKErgpsfdOzSufTUIx8k7Eu6rMI6ww15rZld7+Su3pa6YaPfbcLMWU7lghQ4OwvF3XsFjRnThdYha58WwSI+HiziL8pGoexbM9g3Od/OiZFwMBe1pvsvzcOhznr4SieM9wOPNKlh3Zf16oLL5qXld6GYy7g5z2wB71Am0U5NNblNTt7efvUukT9VlDfiJZIuQ3XXN2pdkcHLBOI7Pjb2l+kNfEJ8XcZn/S7VogM6AC9ohaCIU3I+nPl480tTmgjRYrOZNgbyDok2k8likvwDM+fatc1OO6uESh0YPP3O8Qvm4Jw8egWW/0pDb5lf7D/CpVLeLHgc1b5CLMaArz1u+UXfc27Ojzxblx7wyExEdiNavvfpGvHKlsDc5Y0pn2UPP8PkOSCyAX2SD/mc2bsUNO/x3h+ZYOazRnp+p2JlxfZdDxoKTTZqqttcxwBlDO7vILw7DFlC9fRlBvM/nQKSO5qSElvaFsyUSo+ks4vZQtL/YKha+249n58WYEI+bTCgvMAiDr39MMxOQJ5CYcmP1bmj9FqYRvFYY76exrOXAf9mEsGjnnNNs3o5h3SokEXJxXxRINavRdbpVD+aRmbBzSkmnaf3MpVKWInEVygZMt4m4BCwkbgrzKqq265F9n12a8R1T/WHSR9eM1TZWPkGVG9GwQSoVhJd8SlHgK9SzxYez+gCJRYOb7Z9dp6VdH8BI5knGJsXYwPqH/fAWZafG4lFZJI6DwpZpKACEQFoiSOY6HIpzxGHp82t60dxzSGbtQnlFhGx36ss3isYlRISuuGHHPM0+dyXFN2/QNWxfQBW9Y+4j92vFtd7SIemiAYVpDhC5rkB2Qr8Oz0PMp8tKWfrvJRheUdJYTKR4JfXXVFYxOAbFZC2eh2QinleKDCZQ7ZuXS4Ejxt+I5PbD9MhLDF0gG9y2k3FpLatJUckSjRZ8hmIVZKBwUPdAbohyyF4A/H/tUFUISuVIHO0Nn5EjK8RZBVyCBH/1kE98iVGqSUQFn0gB4XESIptyYZfsvEwxdOP0GzttpMim3g74C70XLM5+P6cZXGkr5yTz2QZaMW5amigAnYmid2vTeXz0G5keJiK7CtSKHpn0YJis4RyZw3QpUvNNT70Kw3pixRaZ2hM0MiTdVT5VYdDSOiXPbG8/5DrWot8xb9bokQ9pbGpM1PdumamhQEM+1QFAbeckJtCMyPxioqFUnE0WuwNAVLY+gNwVaho9dZPrAM9PRkEtHm6K3n3erAd/ShA2aP8/dKfLrWumrglg39UsuHQb3j+/3eBs/W9Kvt20AJQY7qIieGIYMB10XFBJBukzGrB9LHSPs2eyrW3nPWLnxv64UgMOpJH3QulncJAJ7eMf0FcKP+Z2O32BwPb58JQiMNUISoun3QCcpURnFOBGwozX4is302InFkUd1RD4fvN9fVpFarMnqHf5l+YhJCKqZnP8+6qy19TvNv7fiCR7B1OM2jIQMCt4JGfBxLQoJLwU+keRT5aqQbl9A9MY1KqZ0GUIoCESQzj31velUousglN9cJqEmbP0hh3lFeqr6aCgQy0G/Wh8V71vvVQKvWfiV6I6WU0XM98sr9voQQKtBq68CInD24pz5bAGqT2ZUxzWdqbeAsvhkwxJVKa78MmgNBXClCG2dYYvCCW4PmhzxCOkt6MytcMTaxyidfqe+GzVfpL+LMstPIoH8VYAgp0y02K7eDXg2SGMUbF1nvo/OrygfaxWW5+z05A0RJ3FjaIu79rZId0OQS0o4B7mVqq2EC1JsAsyG9rKWX8BOGT4KWrATPpXtoBN0T1s9GgK55s2S6TRuybWIK7Yvs4iqoXhYc0bp6r+ZRulHwqTrVo2YljD10bMOruyBJ1E2JdJ0DFV4h6xMEA15MexIrJKNxTAbyZ0XkD0akIUyeP826qhuOiRbibrUq8MN59z3wAx7HJEEBVQOGgVsCPqyqlMZHYWbspcrFgITcLkkyo9Q4hdKkEUcBS5ZkkPRuhoQ0d0yBJrz0eP93jNx9WBPJkyXpUjLRapbpD307ucJ+oQFSMKrrIUuL2aIJRX2GPaRB2jpYHiUYEMzUZdN9NzGEIolJvAwCe9T7gnxwslDAh3tTyJW39kSKVkdlOQfAgRYtcmiLrwERd6yyON5xM6hXo/i+8isYcibAgFNWSjrFsOiVWYcm8nDkEHUv8Cdgi7Q5DqVH0dP1tUS6FUXE9nk2c1ihpYU3/aM0swDRd7ea7WOD60PKtSvFT31CZhcrBz8qbzyaposMGToEeMDTWu/grvuquoT3IGZcXJ0FbWEW0F2TMzxx6stdCwJXz45MF7Px4UdmLQdb/RjIpn0+kXB+eibtGwaGpmTRZBpu8Tc+KNIQuoSaBMWt/g4FJvDdIsWsYsnVSljpYARtbZB+LIK5vzxH+Cw077HC+MaweqF0aYnRcJdQDWj+dAWow8o8lU9iEQcH4iz5PonkwYCmEhINZJoed2AcesNizN0cJo/r1wle+0l0ur1WMskZdZ6QHaGRIGqj9oWGJBOHnoq8dwtg6oDH1W93jWWhjtoBj4S3evSANc7u5Iw0MN24DirOTtlo0jFVqk4bzn+8na1kQijOltwxco2KA101J7CpsfoVGVraWRx6omN3lb1UPXoVek5tXXScnMaV9HcLUhWH7Kf03XXPk5soRoLeemBqUH0hF2RxMF1sTnDYi5rd2oA5QpRzsvGt+bAT02UIbYn0EISstQenJRBnWwtxx7uVT7AEtFHgzLPLNyAZy++WFgFFo/F797rSS1l0Cy/vhFIqXYfUzYojiXCIshYx8do9kFEC1c6lgy2a81d3OwWeAhrx9MQkuSPDIxfkxwRKvKivDkdIWTA5kpIup4yj+z9nL8+Wj0sz0F1DY9JE7YHV7yiCig/X6vCmPiKB2UAJpV9Cg0n9x3YtURaXyvihmf4rmCKUG1EHpK9ZvX/+K3ff7U6G6em4jB0A0PMok+w/0HUbbiqznyn3rbBLYPlhJ/nDnmXwRBUzzQxk/3h58fnu8gsqREi4wM4wQIMFVFj2aVMWMpXg/K+7InHBGZabcfLw3/sVNSfsPtv3B5GDKA8yLCstdE5UN3nLXQ2IAZJ95+dK1snIghzJZ8gngEuqq4micThQMSX9lvcPJuMOnp2jGIBw0Koyyg+wSJX5y2kxzaLyxnQoRPsRFgJsjiTA9/bjCT2faSKlKLww27aK20Ek91/TkDAaEgHm+G1H2abWRR7JAA9JC+9nuLDU4RZDCBDwWuNciUomDzw51buSiH+jEu48p6RpF/5bu0qkx4w2oJcwqdePJoKyrRMEv5oAwywYVXUpXLEbz4ykjP39hFAo6R2yE1F+zYdzaH84HRgIhXiRPEnCJpf962SzF1Vx1momY//7oegjLlBTt3di9vERTFks5pwCx78BV6Vs9IHPrzLxRnJlxc061+EOXnyHC0CIOT+rJkMjbhGcgCEzCVzKlarnAEWjFw7KpHjcs2CZwnYVfkSQ7OtxD2HQxFZcUMv0gtoKvmSzJtczMo3dZwaoGe1ASGkIdFJcO/u4IATeIZxpwluxh9uuVDtKEnzqQ3/CRwgSCog0FrmHE1YaJ/yq0Y9hRd49w9mtNCSTlaeRaq7EuYjhhXYFwRIwsYGhMaLmOGt4pX0V3BdWwce591PGa/41kjt5vyTUNfss1LpPu56zugzoHWXtToRzD991Opr0Aekc2MtdNIwddMugKMggJsfMx2jU3Foi4bnjLKwPk9qjMAk0IxeOptb17qCPFPEhxHyVNqimbToCiu12gaKrWJu/h3FgrPyXzMXmmGusAtSJe+D+P+1iUpgf1mL5nd21T2cuump7ncypiqlUZjb8nc4GRfeDw9Tya69KrPQm7rnIq6BQUC9/U7YGWu0XreHOiVmrJgulDcuqXrG1sY+r3KX/ZhSEJ++s6rSKv+uUbiABeVGwuPMbc9tIKENMrXSa4hSDSMMuvfVnD0mztSuFlrH4NlqTu28Id+Ll1hMDYV3QdCZFibzsb5mkCWWs1JnJU2rMlHqxK98IhHHXiSQY6rYL9nx8pSlJLnFYiCXaCCzkbzxjG1e82Jct0vCAP47HPAZzMYIsYwFpMb+X/DiE0nMOXfpTQW40fjQHQT1Dd0NUDpNw4TyZL2yAU4FoOaMrATjAR4HRqV11jabJ7z4eGuR9rFQ3xiBD10N7W9DoBjanPJAfq7HMS/As3JlmsJmSbI9wtE+H/8gQNMNmqtUp6SMQtpDo0TgRGKptkwg0+N9aFLlDIQUaNWaacJaP5xZDSnVyrZwRhquLmKD4ogMzrYMCqoAE/Khy6MJALnyHSxw1hQTXbpmCAgzv1YubDgVN2sHJFYFz9RvT82DvdCzK0IQHK1rn5pol60PlR/XrhtfaaDmQygMlvAdD31JLugG7nG3k9B38suY/MPxphFZU/xmnfOUbU3SL0NgRwFD5p0dAz0YxEl3cnGiSoD2oahRN1ckNNCav8XwKstpo2J4wwEGCTfdk9N/h9Ti4VEio24TsDLUpPzVgV5VjHXXazP4xG4sEX1pF0I75KF49TYaR6OVV8QGrezrl33Wbq/JOuK5ZtjPBdzU/a+tEe1qTAo8r/X/JsqzjwbMpAuv1h3L2QUbIZVS0qBWLK0I+v04rRZujxCIgqiCYToEXjnPom6VyznrdIVoE+ZWXDVwO3nDv+L/2O02BgSTIMAyxM+QMlJeUuj9V0wUwljGutWABvo7dzyEquBok4fhybqYAWJeLdVo04R3DAhQpmdfGiN6WL4LXz6+QJNlhmVmTs7h/7u76rDf3JOxubKmFZw+lnHb4tr2WwYcRBtEAxDzJv6XDl/vFqVyOBSJT1wvTgn5p27GFdXqkodmTxgKDWSTIqHKOh7aw51d/xLS8vd4smhWCUAaMy5LAgF90T4UcVmC1XYeUpAqrrz4w3QA1E9X4F7zyM/pfQO1nFbTHrzMhE36FQG68Klf0otedco8bFRJDmq1+NiPcpLwfFygA+kESvB9wK0xFGQDx2K1ux6dV+pKyJXu4reOg8MFUonGAkiPmHxVRUaaA060yGjlVFst6g3Dlcscw2swUsuDHTiIq548Jg0disA0ns4X1ldWk0OldCANnYq9L+ezn5cWsmR/037YO5K6ipkFtKN7TiJ+KHqwpnRlmVLF3Q1as363xqu/PQLpBt9CUCZdmHPXSq01Iq5YqNbqRyEVnEHzOIQeBQp/vjG/aEsaAEwMsg4eeTknjxKMaCPr2mZs/t9q2pKq40S2s+Mkw+34X0eaH8roRK1tYhwmrx4g9uR3AR5G4llbMuZnTHkALtniSiWKr7tMsyQ+HPIEWiYGNQfmDTrMj3MXFcfjZHZC2I0zKXo692L01cVavFGiSDXyC2H6GabkFgq6N0WlnkxC7CLxoMFCc1M8TYIXx4S7PChzEoHSAAs4z+90RLU05ZRpzwXIHUTmASY/LTaKcByJqqKWS2p/wLxKuVRSQ0BlkqK3YViNJmaAor7enULtHt8PgrJcpZrZlA5pZ/ghPFgdR/PzZVIkpcZO5mY9jhnPf0voEl7qmBJ2P/l4s0zIJLNeLKqXYxX4i6+EaHh0H1pta8OzGL3sJwl6T7Vv9Rt3oi1Iak/TLqUsYHMQIU2q+2cD+h9AH4cN78IwEshsx5+UNbL9Ry5Zz4/P6eEzBybPOAu2CNDciTzRYHAlfqnYWW5ZWeGxqTGHmq5knbKpfKjJE/Dy3uyemPdw4zypejdziTi78wBcyFqtDypWLlZuvnxQ33yMiUU4SGP1g6g/hDw7LUeuo3u6iCfMn3Jqz3CKmTnEalaHezH2dap95g0OAEM4LcpzprmllkPXELasxqngsU0IeUdlnQ9hhwB1R4n/fBTJVqkQ23CZiSi3HKLLy2HMlCWfFJQ4Rwyv5iBG4SFfoOaRbvAs8m0XR/RVaP1i3Tbnn95Nk7SLRRldcvnr2c10WNu6OITXc3Pgp9LDZvNUnubcyF53AdXM4OkdOVuGnDzr0EJa6i7MNt6Gw4Kr1NjbP/TOX6xJ4fjhSHOXuu0CsO/SQEQXVCz8Mo9uVHD+hbbNwyQO1y2/WsljM3+EJ2V7hlsx1pCfwgkWdrpu2I1xw/wYdx5i9QNJE5TpBC2P102QxBaKJgWDc+zXGElFLzF/Gja2eu20ZwqJCtKpUM7zYPedf5PXOYwT6C/X0p+ZnEYxaEkWAf0X5+/VzwDJ1TeTAc7qA1XRiZFxKvXJQO2o5T5Xnm7u2X/RxdzVL5QKErPa5yT7H+jl5i/KW3chnhQ6nwZr5/hmb/XSU0BXgdPbqxhHbyE5T4dzKf13UT41JWdgL/tA0Nkd56bPY+1TnSpOWcWHYRpsjGbNotKLfz+RlxEqqtJPS6SGG5TwzHgJSDG9d+RjkKT7aLYMCtEgVq5dCAzFr83Lhcw5CvrBkwn1qikv2GyCJ4R2QdKUDz1Whg9V/zSC6yf3Fy4HUWMwjk9rnY3zc0ddbVkXOtmBcug6OTn2MmI72+zQjJori7ebgumfxCk20WUAumNHJOkwPTRRBHqSzOULRfEwiBjGIsx6BwmqhEhhOtRDaZmDAV3r/uAMmg46GF2JKkv9ixd7pvQGbwspwFnzuyqeC5qlA9NHz0BI+hETQJm/Z2rqBEHk726yuioPYv1LA47ZuYvfMEUuqYkUggQq/L1kkrSgTz0LWm6otZYjhu4lTZ1tdldIlpqYf6gr/TBaG/Oot4QX73HjhbpT5+4NtPXH4jxjzxsIwUrSj0LLwlurpsqstOa0eTlfDws9EcNQTPfxD3EDCJFXeU7R+nCDZKmrwjOXST10OGnUBMeEBQa0cn8XiLveZbeWVSrFctdLKRUP8kXzzoVm0aieT7FOd9DNJeP57cHNOsNIOD0siGOhMbxhw6sRpkwTo1Z3G7doA1TuwIS/Ogmx9HozP48mJ8WZOnQEvHy2jn6rKdEoalhYwGDS2lQQYplF81iV2RkhVv1g9zzXVoPfnyQE3a7VHwXZrjTIxV3l6UUqhdjheAPNF3di+frjZVU4ikErPECfxb4u4BdFVuQGxrwnP28CpwaZh4jpDD2sUTC5KURNgPBvEOYeMMAZ1HOsE6L4IfuHu+dq9oVyvQdGO6EQcrQ7dmR3VyPxP9atKjd824qZXk8awDwLJx406uiAOYxxkRRV3lLBN9mac5OcLY8pMzf5ZvUocob1k+BTrbj7XwVD5HAYu00/RbqWr/u8h2D2yclInyXpkjHFkjsAbc2AA1ZkWymXzLd7Gu8YzkZIgmvHKYfvqCJffLuR6ih2a9WArUWmdkFkBwvO+9saNLmYll8vgCAx6wOXnDGZsVoIhoya2mLc0vl0xOUduJT3HfGqZSj/dnYCu4XGsR62YjL7/I1qNPLcfK5WOYpJN6ECGdfh8J4eyPSpbPaHU7FQX5wEoRaQVv+ak8ZQbJRKoGzAx1qhLnCIHEwd9Bc6EggxfS4w8gfnCYeBvF93EL3wFJ+GR/yGrkatHhwF7SX4iH2pI25MG7UekYMdVUYO6UMzhw4RV+DZxF8qgRpN/JvE6ECsr2pfVvXTVOWYxnjU7SxFR2FCeKeZPBD85P7YrGoTOTq0zrseoPO0A7xcIYvdH5kJsWsvyI8gqJbbJu4i6fjGbvxC1MWb5Rio3D+9K7CujzsIeYt3slO5/LhkJ6jqDfIxbuaqVJgzQlm/aAfq4awAVtyZorbfb/jPKu0YaxsyKdyDoa9rRYQ1FVyLTChU7G/ETb2npaTMNXY+ty17Wqv6QsZtub+W9h0Veo4kWiu8aBc/Wnqoy8xH3ahdpuCg5eUSui8J5b/5r5OEG3fOBh5Rt0lo13LvRyVIeM7Ek3y6vPWBP1SEv79pn3l3RwD9ew6v89wm2dmSDLTtjYvc5ARRTh8btxmXbOV8lehLGAg8t4pJJhG+esRMh+6cHmXRLiZKzzp6ZX4mUPJlEu0gNJFYtYYudGTOp3RrcN5j3a/vxvNjLvJzTDbUO0nmpe0gjP254rVRZFgDZ2/TyGW/O0xfIWI4F3Otozvu8aIHQeV/mX0VsiEaeQwZ0NjOrEZyJnWtpmHI+XCwk1VjeKwQgymyZ4u1JJ8hQ8cOu2iC6lqEs9LcM7HkOLz125GEgXO2Pc0Qr4rQ8opwwyhV5mFNJXofRLdarTbNh1GHh0AmKA8JTqsd0NFsYbtBw1laUviNbf0tprcoickMZl/AuTCL5OD0zXC/pkQvPiu59jKdBV8RfPslhl5fyO9h5E3ZADvE38ebZg8nP9+oA4Fr/W6IAwkNvTI6Ep1Xo8H74CL/tDlC8k+YjC7701B7IEqsnJW2Ajsq1f5InL6j84xox4cqv0TBOVXeDwaefXajD2vgFEHYBvAtvWoEpYflG0U13DjvmgxPfquMT+OzlvdFlvE6E+fA85R/SMTOnFqy1fywNfRFEOg9MTIKDbxWY7RUhurwdo4ghiSSDuGSFmm5kxLsNqW+UUNGmoN3slbsqiLez54r2+DF3Ly8x0NMCvj1gzABgEDmo7XXXpl7vfuzPxytidt8FrwkvrjDdPEKZWbzJeNxHBSk12rEyeiGh+r//WAGUK82tyAzcrPkcCBhU9hf9rqJKayHB+H2RAw7jtTK3W1H2JQB0obgmDlX7u2EZFwp85s0XnToYNhvjG2/ihERBtccSbjfcthyk583LnzVzX2KBy95T7YiIac3LtjY31nekbbjdDMLOOB/mcRhUGUyQFn8p78DU2HUVSQSSdRley2AjncrDtt0d2a71RnyGeI5NnCseuz6mhj4A7JHZcGLmONAFbukUP6OtAyXw+IruHunUTIi5t3CN4s6QSsRRH3UA0l6rVX+gqPkdRLd4XVMk9w1t4KXz0e+g1SkVi5gsE/mY7PIOpcumBeq85JDQ9XkML+M1V7BBXCI+bk3H5DdYDQjk5o5LxUw9hk/1uQJA2ksMgIiN51IcOCxPhwJSd8K/D2INQaX774YsS8iOsLRXtsNf+vAb3OOqUwjnzjX3dtnzJ4aQClZGXIUlCsrwLeUV3sgb2f7ppeI64wwHaT3d3tN9IIv2/YdyP1HTCfX94DIINlHJXJeDDytsh02aRvEfA6ssHuwiO6IQUWc8RU7oMmTBJZSxw6WuBDUFfXb8/oEJi7+f5mMHwv/vNENAFzwQvc8pgbMz7Czsj3bsS1/JJCmxdIAfex+XlqVdLP57nndOFaEeBn+dltSSsJJvGGb0x0mwnMqXQ80+1uHzWylXDtQ0+Xa+cxZfcYGtVaUabf00Gtzd5RwrYm3uzqlg6cgoY2vSR1xT0iQd576OvM7LikIiw9DhWPuWpTGQi4f02jbBiPxSmBd8cGygf/Fm0n0tYXjHCDii0z49rYSuiJ3Bs9dW2witCDCNYeUXJWwlJXCwIqFjgrN5BSVZC6Nzrm7nwCxBm5Ir2neq5ZBy2g5v3DXQJcBDYzibK47jSf7v3jmwv+a3cTzQwhaeGtljIssLj9JRCE4Qr7UxEVHDP9UYYSrhgCkrznNUicbv0m7bZvKGQHMAto1nLUl/rD6wQciBi2Ym8hPC+kOuGujo2IjEfi0JbmYesQvnAEpLlQ2XYTsg3olpszZDlxF09euXB0NCQ2ojF/NRgopCMFwdHbWH2+gFGgBayXE8pTbMuL6JULu8yZbhDm/pDfNlMIMRoh2eYpaYoyECrOF8Z+PWULjDNCdL4/zltiVi3xZ5sX5JahXsj56MaNfEhtdaaOFRAmhy/h5j4/FnDGSP+IkoEweRwBvUp3y8YzZC0Pqgh2csuvhk6H0lcqjZ0SjUrX5Kg8JyGBFlxf2+afyitN/tEvLgCQxrEZvcslV4GGos4J7Q029D4QzocZTR1R+6IXDGayAwromvOuX2ybRCgJLfdY7LH7QK2dUzDY4nNDBfUJ8r9vPU+9f5bXKQBviFo97vbk4Pafgav1jQGWswTP2T4sKJwBEIfNbAF3IPVR0p9sSuIb4nUWfEc76J0YETpMl0bicb9rKJo5lVTFCrDZIVik61/L8Ch0O/+f/PWPUg/ThNpw1DRjyTzdQSoZex7ca/1CvUH3ASbZtj7i/LEQuNzjkQTeOaTERacBfmSBO2WZfPHXOC0Y1cL40hh+OQNzZfd+fJwe5Y1D3SetxCFF/qC3lmd8rw9kIS0zoB8OmxxFhm+QOTZujCLNnWtaS+GjSuzGG4vlFR9Qi9E11X9i/aQj0cl/a0EpBlK5uyik1cJAfngzjBUHrFDRuHrhrsxoQByi1lcHZAUF2wR/gaxo5mS4AI7Pik8P3rmFFGUqLzgb+GhG0eu4IZO1qm5Kr/jvLuXSeq1LxWQcDjJnMZv1g060hTuUw+UK/BwoPyYN9eRN7npOv/b4/rMkK7RpyW1rFMiC2uR+WeZ/8l1HL85BNLI9IWDLJUsKEE373TP62Flo03t0Ki+OYgr9z3gzqtFZS+wwKbPpv4i9Qxekgy7+H6djpEU0EHPzbaS6N1CWMCkQhzPhqCVSK+TalCYHGINwKFYMY9jNVRDZlIaCqZYfSumWNDghVVEPvNNE6zy4FEUgZbe/jV7l75ZgSpVKDHcA/9SBzJpcA63MQ/HAMGmyzy1kkhA9deF64dwRF3Wl9MkgOWs4estpxkmxjNZTuFOGBK1ViQ14xvA5abRb/Z0MHUwUvswqt20JDT8/wrov+nWyHCqrwKlKedrcMgjQ6nAgJrCLNq2gEP5hRTmelmEOYd9xhdhPFS8oiQaenDDwI+H9ezWbWx/CEVRK5D4fI8jvh0rp+tWLXvei+lXivRyD/eygaDM1m/5/fVNy0/HpJWMbwy1BMhG9oT+V6DfjR/Yfuyys2L3YoEJWkmzUfRXuBpWftqNE5l4+3CqH6gxtQWPYKk8tXqbsIs0im9JbppAPcIBCpJp7aY79KrNG6Zq3cyMGcB8CWRnuPZkzVbVibiPTSFEbThPc7hDys5dbwkX5Fykvdya097j8d94hnH3tVGp8AGuEiVO7GkyxPsKBsB43TM/q7QoCgIlnx9+vUABZXn4xG97yaEnBmyq+WCfWsGRtto/woM3NGwy13xwZAKGIdq1zQWH0av5GepVnT8Y7th0+Ro+v3WJhKDMu8sndcjHZQBdVC1hDfeHMnyOXe34KUuWwT9FKKCFAtyRN5SaAV7iZbINEByebA80WWm0voQ17G9Tl36w5Xrkj3ZZsHOWN24Qayk7mDWyxpDoxysJkN2TG7QoZ/Z+4MVyho7A7hcNMBlVcfCFrfPpZjmEo0jzvkO4KtTQYfNWebb1F5yc9KiHzm9izLaBOoNczULqkIHAYbLdDJI2a6kL+tD6Bnc1Esg1kCd4inCC+s2N76ejDXTuKrjvvol6NSof8VNfWYwMJrDIEhPmWz2kGTF7O8NpGB8HmfMLIw8GJQU0E9SU8JfcmJ7hBs4DRVYlB3kTmvyjB0vI/07f1/MgClAdcec8IzbZo/hZ1CnMtu7LesjBoI48tblE/PhKHfilc7Krs537lwlceEAVQe0MzJG/zb+pF+hQic+qJm0AWTb4f0RKtdBc/fCqlov+QyO/z8eXjtupdEdhbM70X7mwgK7GyNE4nZ3qSIl89T8vklwNeFuVdX6m6omdeLEbctDcFCcekSlRvjtMeVouRrDjKQ15ilJ0yWCLE4P6kdjJJxsCV7Q4PlAqt9dgQ4flVPep2bZJqVm+fcbgqzL2h3NLfHTK3uz6lZ91wk34agWbrzF6+/23bOHp2UTz7d16KEgRtjt20ZwAaS0Cpb6c1MV3qgv07eYV2cSMybgZnXfJqY/uA2PAVslsA8uwx5/uDsB7DaBujdtfJNEbjZsF7LUYMFOskuglH/Un1okrmTDoRr+bv+sf0pq33wwEWnD9OYNE6pxP/zCES9Qz3pYW6j8wb8oILisFNcWtmondEe2flvkjh1QAvXDqjIqM5WuLR5zgd3i7kH33WicwxqadTpNF+NYiDiCB6RoJotK93miRYnQQYrA8u+9Y064SlKxRu5PMZxLrXi+cPuoob2diOnHI9HNSQ0sbN/ZpGJXrqfiJgbYV1XLh80m+1OhK9V5+oE97uAiYc0iqMqgJ9G/LTvmf+Bu5crgG20kA4cIOIKke6oNYWiKLNtrEfqLdZw6IojRFQx6auJdwwFC0+aoXWJ+f4xYjkhk6wQEMVX0iqDDfcGzp5jMOex/ZdeS/HlZHyD3BLb0yhTMOL4ErEmGst8MTk0YEcKDe55axHpj0podrV7X/tHlGwN/GhqX86fSjV0yalHZ+Og2lUdFIel4vXTK/qY+Y6/z2iaPLRTgP3nP70cwhNh/HcU11z1ReENLiQ63E9bfbMgsJ6/YEhwBxtilXlM4OETDUWdoc6JB9+6kowOs8r3oyE5A1jzyKe+p21ELiz9QKEbXPZWnfaeoQz8PguqJzFSMLnfHPHaQoy6sO+QggmKO/2G30IFzW0tqDVJC91tOx/b7xPBbqpeotxV+p7zA+UO3UFVEXlCdcGFW9qdy7/6O99AL/ZTCitrBd8ElnusJ8ZD2eevp1ULBNt4p9dFpQNvq7d2lAX6Aj2S8/dx0WUlvtvYj9+ZQFYBYdtEcXjJM8zpK3VzxNGAY5EdoKpVZ5dWxBgdJRFsf6/9QTZmXwmUzQGY2IIPPuuCTes8jrFaxNKVKl2TV++sQaEGYWf+trb7awy+XWDl0UuEVXeMDGSbOYdORWlU/yX9mXZhpE082884qVxueRxhSWAeZ5t4yMnYyB9UndSMLg8cTeI4idndZuKMQV4vfE575cvZ7XxjdceOjKIoMJvqqBRF7DgSBPoRv8esQPhNaob7I1RWHZ++8bDw0maUrlXdJEvYIiGmtLIzyTGjU3secpWjUZZrkv01QEDwSY5405Jbldw0j6F9PKLbTwNji/mM2w9LLG57HMCRFadxLGMAm/cKMpDXao3crQr87KIdN3dPw6ypVUFy+7Oyt9fATV/q8bbI/fd74qDiWi6gBhLlxkHeizricMP0eUKASIidmichFPdw2NdpaQTvG5avea8dqY6vCjfsAoibLOK61HQeT/+dFoKaqKiPLSjx+gPaRS6m8ih5HeRuAHkUdSFcah9rU5z2T7ZkskhR8Glln0gt2bRghy3rP0ZAkvc+PM3TXStNaVvZ8EfeszBSMz0dqJ6VZ4GslE7tdutnxpivXvaQR7yxrsZdQuYgVGO5B+Xl8QicQwarsdI7Sw+MXGNQjSFupC6QPVbNp1FUR1pQVXmEHwq80OaydxvcrhyusGki0D6IVPIFbJmnJQnzGmOyRghdtQebU7E/IRoiA4PcxGw96OLPwgZIrdGWQcDXJYGN3TrAjOfDugg8Q4ATSOMYnTBNLUYxtDVv+RfugimsfzO4iRo1N5BWtcBr59YwOwTUMvR8LyWP4BukGlt+XLNJDbSgn2ixhiTn3oyZivLwFDqx7vFx1IFmwkoQxKwlWYf8x7JLqmKQtcz14qoIxy1OA4kZxu8RroGXmx1B/HPAuiDMw1IRHLvJku+ixzoTdJDf0Xx8CkAbvDNZRjgVJ8yCS+JCeP4Tv15bTtMsyQMaXzf7+cqXDVi+gKKBuwYIv7h1cqeL3oJ7h8JA3YjcFxkkdoSoWmYwzTht/X8FBYazwceP4iOYn5VKA8Y62q98zzYPWGyxoMioGGeUagj9TSTFIZmrMAneWJ7y94144OlJd87Mw8IkwY8OhD0j0JN8XFFFU6vMyINrGk95fvui8YGguVfb8xeIpyKM9Nq0CP6YxL20r3MUadveAgd5+16skUDRCKEmDqikrvWG7MG5yY36KYufv95Q7pnjJ05GL4aKpR2qKgCMQrFZ3ue4Qv41Uirmgmzmz5owSoxiPojzo8ShcaB01euof7E8YXWqLli1bmk0Pq2QfL59XTUEFAze6hlYN+14Uf5u2FJRFA+5TSHF+IVaXra42jlcVn00W7Fx3IoVXm1Jbtgb9VMLJXCapWXGzsOYFKE5REl2N2pzLXdxufV+TnnSnKevjUdJNK9qdQRT3x3lrK2C+SnznaOyhEXs5ERpv+kAVUC4xL4MB6dZ4rhD5UK/wwIPNLUiguPaBlkUaMnkGW3f+3S3g8pYHpw4ovM/kBRXnn6Jdy8lCkv8/tlFwHTdAGhf7fV32mo9JB/K9rMDz+3dch/AdYiW3JfC38BoBuq7vtvaJSLOQCDKQi4w3jmHi1D1CnYdJlK6xwaNo7q0QA89v8/KzRetL93c6qiNWbU0askHXjj85uuXVDJto0RL4XgClEbT/QwSu0fQ5Wpl/timnALrExeQHXW8a0AV7QUaoBVc6yrm1zfco1D9cc8A/qPlC21S0t2sBBdgraA84UYGZCnhVLhQJnvN94SAyqLfmoy0KhmNtqhZsT2Cq1XqhSs1rxeJACmxTFJovY17oIVFqodum2wwRtGishSnVumHt6Wa3kRDi5qU2UrMDWoyzbWav7h5TmYquEu0xhFwcazfem2bntRBCthJ2193+s69XrWNV+BgObZctwZIcj/kJren9FIGZ4i7jRhc5Z4r7fNIRBccvikbw2lrI7i7fhjBag+wWvbxC9cBvAhmzYlMC8oVA2oP84LaPDVzBG+zOPgDM2vOP9gkzdkrU634omaDrwdznZa93az7H211oEFbxaql2okccQN0juq6V0VxIuCvqWjl6QRoQnQXYMLarl5HW3pSO41Cbbd7kBsJ4QqT0Dq2o9xO5eHRXs03IdcjcEI+3PTEbjY/ZnNWR/pTtf66KvpARmwpS+FCXRYWbABn4dCE0LweTjDFzfAtp+clz0AQC5RBdYS/FNr3Gi7okiplzV3QAl8mTZ1vA+Q7Ah34d4ktmIJ1xWRX7yBIG7GKRhYLXFPTOapfNMCsNG+5hIpQ4RD+YNlOBfQrF1UcQQQui29QZpfpKeyuSCfjRVBbSwG0WYhk4idCzWs+WqYLwmWTLpvZSCp89atu/oIhFDkVc1dzv/l5zuuXxxBQMAkxOBR6U/1FgnQgKG216HaLJKq3NFCny7hWd+TnmR76AIRH4wCjjkY8XXJMnGI4OeQ62EsDQ+/ViHQE0ANI+8nh4nRWXjch5SjYAsVehrzNh+vhM30awDj2+3td6ZOEsMW3cLt9yGiJDMBpV/HAfQWlkWw4a0FkSyXAui0S6mvxgbifmW8m0pYrIaIfKZVO/mwdOmN124XVjsgML5hCGAsQrmELn+wRAIUasT6adfqAo63uuYvj/KM+ZeOPFrqmUP6aB658CCc2LvKYqgnzwzpeo2V7PQnxwr6xuT/NdvzLHLS0BObEVcugX+A9NVhWlxduibE9J3VKAIcpJEqLRoKx26sUsK2Y397RC1GGhYL1CGz5MnCZW7dYdJEfY1BSHUCW9oUkjMd0JJiWeIsc3UiLyXAQQu6of2wo5w8XzcRyzQZukgS1Vw1PFf4w3BqhlsKBRlNeEoswiPUvUZbIxbMlIahDJKzbFxafnJ9+Yc2Jr4JdmrNSAd2HLGSp3dtZDzb+mS4AwsliSjtAHyibyE6r2nkGr/azPxytBqjQVSa3T7NW+du/5r3YLldvhLusaPlcZQbqbKiPVRdvv/kD1cHZAJgCwXIpgRx1keF7snGWE3LwK1O67xQ70Y0JtpAEIqMgGZsbtS6GXVvsSnYeayQaGivDvS6UAcyFJZHHZniitWFFRPGy9Guk7Kc37dPsYo4xdR8wdPGwZeUHKUa9yaMCeACteggk0wT3YcKjI98j8ItCZoG5djcurkilUmEPgm1X6XAYHLIJK8MebfuB5DDHJiCiok5fFLkYSz39OtwmYB4t6Gdw1zag4Uk8adbJSGhKoF2eXPSNFbwBNn8VLJvQWaAOufuny7yB4VEhq7hAONbR5NvtniDrxUfc0VwOYC7s8tJnRr+JGie7jVLkjwwIjBr3CsHHnL8uRBqKwYklJBWDvcVqcl4RjZGxkgwwvokB3lO3n4EvkyFbfLOwg5MSqcbF1854nDUPgKT6JrjoSLdIInCwKoQkdrALUkVOfh6oHycAS6Y8gWvvIhrfZcYg4LCcAGhOGeNbDG/wWP9nyvqOyH+rfvQcOW38URs0+fOf085cCsTJWlRG3Mz+q4P1XujO+hKphWc25GWfP2vm6KwuWNVzdvRj4pzLxmNfDEP7Oq4SRlAlvksQxyoOM4YbmajFe3YSomujqcA5qrz1+4zdbf83EE0E/YUg29+eXtzQVAkQhOeZZ1uD4Wthi3KyAuuoGixtglcT+ukwR9LtqdouGsOEM5lf7nHHq4uDuEfjqZhTpoldY36a4hOf85wttccWUOxlATfXwkghcCnZqQOgYzMmfppRn8BLju3Td4DM1wyYFSK8s0ywPDajoM8gJxwLksbn3WH9sPadBgPLo13cc+YlHK6i2Yfyjo0SXgveXiWqtvxLu7en0GBBp/1cW0skTM1LWydSudd6EKYvCBlIo2hmWGQ4mxNEj5vlEX0/fWkozzoZOCMC0zSV2MlsCu5UPuMfag3iaV719IHV22QEPSyK2udb36ef6X96WFRMZJ8TbaFaXWIHPcMT3j1QjstgIW49+ogCb8MOcndA3V5eAxT4Jwb5WIfdUQiDYoss3BwBOks8LAZfq1Tfz6V74omjHRY+y6ofZwHgLnjHrnJVVoDKFuXqJ6QhNlUknj2dhTlwrZTSw14nw+8LJbpxpt0J3UKFAfUUmRDwdr2iaY9iV6ALBYZnfNQliFMNxVExvYePBuJPj+iYWb20yWSmXUKVTXbBdtJmd2zR6tg5I9RR8Erfij5I05uIh5W5BTdbOCnJK7Go95xTq0XjlH9S8E3QMNISaDZ1hQ0GuAbCBqCAPg9luPb+RgYwqhFg6gP+jsxz91IUbDwSajoRZUjn8bbt6nZztksEBbKXKJtrQDyAtbP+FO55J2vKKvply7K5U0xZASFlK9OOIQUuweQN//KKcSdOh+DgZzw4ARbpZcrHEatWVa4Qe2xf0idb260NuCZ2MlFTq3iF+m1AuJUl3nBMW7DgfVc9PNbFKImaJXBNVJYDWpL0BUvYWZZyNSvNOLISG8UNsGJdt0fo/0dB8lYYDxYs8vWoQLTbk+Hl7NcNm7xescoWpBACbECChqkjHRBLDKm9NhI+V3wNXfEpGPasV6PAoUPt3YnKALW25uEoB3+fMTCwlFRGbCMrB8e+Jd9hIZM7dTiJ7WkLcEXoE3BlTkZUC7MZRDGajbkssNA42pcsDH29NRqreExTy4duRNOQWrEUm9E+wREEElbG73JCRStGtmKE8vD6b3fylq9tDrRoEHbOMSuEkL8FWk97mYxDfYa1+EuVyzQJ6/rlF8qHflA7CTvpZMabg8vJLBvmx18kjLLJrYdSvirk6dPbm6X50iv32jru/d8nPGK5hrELJBqGhSP+BKi4dHyKkismxoeA47Mf7p9mZIww1iN55/vIlUsYiUxkQG9E7ciXWZZ1xDZ9L4+Nn39oX9vClIRuhs3HdvG4mMPLLuV6EE/VEBuAj1HCS8fyqJM6jLt0miP6ooCE6nCejotnvtJ3AKLaX7OQ3Nzs7a89qcFBlUp+jQPQM97A/y5ofRfyS60CjE1lAoJ0BHmUdHrBT02yP6MRN/0SxRfKilniAnHMOWXZ/FE1Hi3p9gzYaCnbDbaxKLk269gG49Cv7QnNe+67yfUsotFqD1REz2j1yoY5DVJJJ4KPhCOloiLe5ipGssa0Mqnnoeyqpi1cO6IyhmP6oon9FNyPWVlHMGg+tLldZHKRNNweZ7Ki+9KagzSsywAerl++zs7S7IV3SEDr3YdK4K1xy0XSIlWV6h+FmIS7cH4e81XuzobpM0y4ZLpjAdm4zTUO7VlVzFSwgFf9TwowA+Zy1natxR9zTCiPYTgPPAL3Kj6GPaTA3GLwrKmWKXG84/Zs4QHiwCRR+GjlOlDAviv62Mrhua3yxHnL+pU2VEIFc+90ABOHe48QWiPRxMkpHnM7SJ+69TDouQvNIFZ3vnESFE0QLP6v+imK8Odo9e8imWSsuhg+BIA2kF+d++iFzEJ7s2KwYhZ+SJsnt3V6VqVXVCG/Bu/LL7dPsngjsUoNohqPCiXtQkHpUlA+PLuMQE5nMcpljBAVUNJ6k4IjnjwClYQ2WeTxSXtsQVSQPy9Y6XACOqyk4nvP1WUU8tnuxYQxnyKVmyy9GwksvmQ9wH0UFK2to97FLTXsf840J/t+k0iVWOPtLkCmi13TT3LHulew9blN4oOjerQzgBeN4qlmSOwQH/OtQf0Q+WGgTGLVJ2XuHgCSrohTBMBtezoeGnnvOJI4vvUMI37oOggrNjG/82CA1PaJwIfAWaR6pq2jkuHjIk9WtKY4+WrAwx3p+kKyubILEPJL4Q+Sv50m8VZlkGX7ih39te0GX4PHFVfEi/qx3yB76W2Nki21BuAcuU0kk7RMa9zLFNV9yOKnuhOhiYOF/hndk9iWbBbVgm08WnYL4zt27LbgpNsGjOt7ddhMiA01j9/6CdLXxC3qumEeVnNTw1+DvmgAzMGv+1vA1uJCpn5dmQrNvVvw0GDGF0eZ7AMlQjtNovMtyUBEsXinCPxvVuNS0EkfAkibQ4+pG/sNtwHoaM3AvLu9YhpgFwrpfrC4M0+tMRTv63yQ4R16HJxjPuiZva9uyYDadoYdudBpwCjdaFmYiF1faCuPFckSu92UdtsvzO5y/S8xOo/m0Wfec1LnMGyCL0xvu040YNGiZ1I2GVQqKhEW8pAOUMQIhsMJXURfumo1tszn+wvr5RVq/PPe2ikddxb/dEIgY/17N8Q9BE2vyihVB6YQ0Zy3+6OV73W5TFvLzpKJPZYY6Emnudye1eIAxqCrQNrRAQYPWScoipeMk/2ckiTV4ntY59wIpjdKdxnvNlOR6b5NUR3RwOmUs3JWULI6KMdN4QQlApPiZP8mx/J8cx6LpfdO27WEg5vdWF/R/D8HXtNvOKjM0EdEEUc1yZ4WCWCbBnV9Ul/hhIhIl7z6OTjezdNiaApS6C+nszifWHGqRY0OWTh9pBTVi3dguZkp/tnrPlnSA3yLzZKwHfLmH8zv6G6SkpyJIx9ddUmfJa2qy2tMa0WHy12eZEcViyAb448KLVB0a08ie64EVlomvx1mkgRMfLnpSqS8rk9z8W2atlRAXuhyey/f6l/CwPAkMHlGhOZZKKymn/gngy1koQjGWszhu/67yL8z5dhsHI8O5AQ283JoVvnIpCiuDfAWLy3pjEq0Tho4DVwA5jZP6Cm81FYw4wa0FzGqHqxUMQYvwItekRpW2Ym4aeeiE4eNEFwmY8ykhgWa+61b5w34GDlNbzWNxIyLgEjccvKWbww6PaiJYymn+E6K73W9KSPOaKof2eIpHy204FJ9kbIhaAEu/XBoAaDpOa5C0cesxdazKeaOJ5Y6mehpLKzcONsSXuAzkvIXe/ksAmBZWmLJ0eo6KzQd2vf3t0N/3CEsxb3DjXqc1vVulqBq3UjBCnZZyV3fwIK3nqflD2EKsmYCmMzA+Bu34E0+lJB9/LKW3E4p4MielL9ZmbGRpJRanwQtyDVU4HlbE6Blj3nFVt5r8XblANkmdgAPPaY9Hp92MlhmmbNQhiCcLB6D/1+wAlP9XootChQ2xke6rQdkb3PvoSKeksTkYX7JQlMk9F9ccdYWcO9F0R/F1gBI4s8C6nJ1fsB7XCJeEKWxchfvSMYWEFpk7v4aLKSSQAh4eKJXIcUwXBB7lvuriNgJcE4N8hj0BYEKdi6aB1NhlMmNMeQkyvAq1xer/3ra3Ybf5C1LOVqqhygNyrb3m3dIhmrVvEYFPZ8xccObr/2rwZoSGpssTO+SrMxedmebuZ0TRA0OcNx8zwVPTNx+sXkX2Ay3U8sW8SCfTGKsg4Lo/R6vEWdwPqYGijODiz6JMd8VAY1lvgRHp/gVeovaxyD2N9RFZppnVCxk2oO4/9MfT+UrpmsfIIKdGxBAKl2IRUQU/fN5cccXyhevCcDB/DVWMu1DQg6mi9rAhVWi0kJandexrso2oDcEaAUSb+6IPdSgr4hmBMvfybK9GdU5lz1PQyJBVdVHOfkvdkIwXvORnWMXpC371XRCemnV5IYO0u0uylWN0vGa103RajZFGDhmFssCyAIqKwJHD3NfDOdo2ep90rwkiD/PyHg5QMC4VyVE2NEXJo595yHQoiwvb9Sx1pK36hMUHrdhkjhRUEy4QBr2GlScqxNNzHjmsX6XoojyHwkFkIcZL0H+PfEVGHs6/8jwqSX6ZFo9qQULUHsC3ggb4MN41nbdF8i/4LeV7uQq4xgGa/hehVpy0E5wIGM7+sVUFh5og826ErUJYiAtSWS/D0GsXassTlJvH7/eNtocxeGdoPyKxw3CMZvYGXDfgyQG8RHRyWZmfwfCJcp/GXaahQ6GGZ0FRYMPQkwKp/9CpOoJJmOY3yMoLTJR4oIDbx79cpuwoHinOl9jU6K0YWg2Wzo83jb85QzY5T3abinjpOiGgzwqgTAXAkMQulyXRplKX7MYBCZQVbkbKAcRfPPyDMAGyJ5G+YvyA7+69ZwugNPrkgMsHCCBh08M95HCxxFGQjNr1p/KQJuerB7mli73ScpkIJak+FopIUBMbsA9ag1NYj9k5Vc4qFyIZceBg9alarJ5Hg9AyiCfvc/MgKlMfyXHgzDu/kFW6EIF+9qVX5OhFkD8zkdNkpewQ4sAOi/5QaFJ47lqHYhATPVlQWImygxl1ateHNdz4bhOwrEpInkWB/6MCE+xAAIu/b4hb+B9HMrEqDAto5xVpksJ0lMerS02DeAZ4rAEw67xPjohsfXetdpxuCSWnqEwEXJBQZvV8ugRr/I
- Summary
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Key Concepts
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Architecture
- Cross-Links to Wiki
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Netflix Interview Contextualization
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Interview Q&A: Citing This Blog in Agentic System Design
- Q1: You mentioned model tiering in your ingestion system. How would you implement the routing layer that decides which tier handles a request?
- Q2: How would you handle canary deployments when rolling out a new agent version in your ingestion pipeline?
- Q3: Your ingestion system has a shadow evaluation layer. What's the architectural difference between shadow mode and canary mode?
- Q4: Netflix evolved from a centralized proxy to a sidecar pattern. When would you still choose a centralized orchestrator for an agentic system?
- Q5: How does the Objective abstraction relate to API design for ML platforms?