9DzgYRKHCdvpEp1HXHIpVQ==;ebgVJsfD+nlTla6izXDwughCr0K58wgg0f4nCTaNu8QMOqo/l0vCiz6jn/4MzSpcdAlcNfEJnRKLTLhrPRoPKqGJIGv7E+BHrPvApgRSKNN2nAl+DASHcT8TzzUMHvMbdopgPZ5vIh9cFfXbdaU3heo9GfOZI/2eHTk+Xfjg4H57RzG1/Nb+YqpGd8lB0E4BKkDO6zZGERhjGNH/zhrrNrPyTTHE817R1T5ecF6Dk+eln4OH08MxLFTwwpB1TKBvu7BigREZbC64iNC795PeyPNLRRxX+Wp3q0gYCtamcIG6I9gbxHgq7IbwmOAGUkDxl6zgr09pBe1Z3uC62HY6JNNJndpuNVE2y8uQ2yrSliyKAHlgViipfylr8cjBRyE0l1JvYUjMPBlVjbJsXPAqs/4cPZpdtdthOBmBCCZJP0LCrz9daRbt+HtbVHHp7S+PSkLlAE0I2BVGnY/jpjlDxYOFiFT+qmmuSkCATPIHYjY+PeuVgsz8ZIQtj1F8wDkbdADs5GWvZbP7fvFGwL0t2uaFUsWw017rYkO9roRrOzYDVHu9UFiEovfxwcI0iTpVBFh9MnTMouw+YV1o6tS9bvkv8CIJigubJTi+06WKehyBcCBuE9BpYgkHwPkVEf1UnansWzTp42mJ27CRGBJk7TmeDMP7nEEGBmiu2ziN4OoIF0FXx33Ay+I81NoLucE9fn7R9HZYCJGYeO43+j64nI6E6VNNLF0fyweaSxtGu1YydB3V9g72xZVR4/oXXUCJVmyUTPo2vlJcGduAJrtZXfmNHuzpDaoT5dPhIjoNXA79Pjdx7a0yR/hhOjhW4eGOCyIiZq/cErGbVJO/Fu9xFZ7cLl182zIg/WbFVmx/PZr9kQugxYOpFqHCeEJ3LAqJWG9O7M2sgkaY4n6LzrgiIlyowKm938uOdnnRXkeQ3d6mG7RTeO5b8+CboxJQP7m6ArufELsVFQWdlvXrMnXC5fpI4ygBCrI2T48kUpRSzwYKWTTKHx6MJ3JwGDjAPLD/UsRjJw3CQOJ5OJ7CxeqZIgfMOn/oCKr5kXeC2oVbXb4VfdQh0B3B7ZiR+vJqC9aMpp5h4XVZQG83oKz0vcoi8mTYsWuuXzAjpauLY4ykZQ5QTIuXczo7CLzNkd2SGzZuJoPML7eK+bnx0v+Kd33uuIsxYA0UGu+7+AZhThFoszkILwyIOTqH998ZF7IvVPPMDZJQtEDE54AXGJQWHr0CTmSe9f0O1wNPZ153Vwuep/HFlxgPYpY715yCKyExRjrVA+282kpQDGI5mtuT1gN6TH9iCu1fz4TDsiPCWwfeZwTQ1/ORB6KLICNAYbS7yCPOZfxaYVKR6dS+CTydBgkM/doWjr8FH0RGe/qu4M8hkpYXLb9cnN+6swP84Njhy/vCXWfGvARj96fdvSWrC0e7GTF6eZ5PIgtwEtiyzCxyLy9LORHr2taAO7HYJ8EAAyNbMr/FzGRMYV4DuAkxdNs2h0EJ3pomGtXOvdJEN/y5OGq/Xb+9coIF+NwMv20Pvv9QRoRCJT7b6s8nO0bMs7SCv+dQdoXCGhM2tk5gEwMpaoBrs52YGFBJH1XPlGnUkLKdszL8DcGv1EgTfn8sGcy5ZQ7XYaqnme1QZXLznWzxCX5Alx1u8b1KTCbA6NcWcNqvCdcuPdwxG/qdCk6YzrwAK9w0C+qr9cdqsmsrsnE5dmge1xkCcUV0yeQNmf2zA1ELdDOGjI2hsbnYuifcZNAI0jbB1cd5UNR6ZsP66NI2WBab/HWXPiK+grzrDLMG+ivEabJocbTkloCDUXkWsYkqtG9qkKEVlEaHffTvNobGUYB28MPyr/yDz+iiACNI4R+zbppYJzoI8o/GnMfd5vksH73htQGG7yKpfAnwunb8xMHc9fEtrVSlnn0emJwGa4ecXXFJVMIQNfbxVAxFYFCbxSFuAw0T5Onu+p6tRj0jVSE/3utTsC7yWa1JGN+kq+ipdEGZLHEh2ilm3OAPoX496Rw6YD5qgn8hlaTvYT7xlDQIbaq1cy0bUJpatVtV6mE4DDTkXgO/offF4UR8amBQQyFTafSE+BAhALcELljJWFmPOlOo9pLFGPSypmUHhIkxQpLy4Fed7h22HXyeJendcvu/wZfT1otBLGVjLwNVTOSmgd+cRJlDWdymqe+AWUCmzZZ548mwthA/i8IP0SsZ0VAIHPEptitKwkG42R/F2oPl3k7yqwVcmkTeOUtH5CJ/29+8wiweTga5DXBo0Bn9yRw2JaAUh56W/Nz1bgyrU8BdIuDQLAReIdMoajjDXf9nOD3JVEr1DduJbCGYvb/VM7LfGZ9aNZcRFk/fweca+b3Bi12GbBLemfGDb5u50d5tLbV6Jj4pH4b3Hqo9irDKx+0DxbqScCQGcbH65bgNUOtVp5RTQriYKekmTbsHaI0KKC/4skYUO7NKxrQltsmUCImKPo0c9YHS1AyAGTkSC0hnBxKJaD0WEr9k8VL/slFiTyvX/ZF+SuAVd4K3ObYNUe41EYBuyZuTGRLcq6zCazOUBuWBq67MzJVCP+lGD9PDN4wfcprTCUdNldpENyI3ddMmwnkzVyDzS+C2GXhhRGRKTMi2WGxQPjUQVrEQcD9uqZHc2XCzFWYkcsRgqrZbC+orwmx+tVNTfZ/RlCpt0mKg+pYH38tPxAcSq5YNxu91TfOD8q24lihmXvV8Y3+X/51PzomIe6IZH2MSyhhkuS7NA/uqcAcTldPIjiXLZGmdUNtXyhiC4cAwIdxschhwA7pCTxMg0j0zwOOIaEcVRb/Bj4aMimi34I+Kh+SBjiDm6OUQItW5ZaSYvVyQDqcAwTpjVZELAgY3yheaKj6RGuehsYSewUP564yEl2dv403tnQJTOvP81J/X25MsuJKXHqyTNG79kmZXOLkQ7nF9O7eZ798kh5G9LqWqD+fCPmN3isd8XQBu1zR2cGmijm0tN2QSLaN84rwA+x8jSNlHb8BKqUS9JhkogM5CvnFV++j3vkjxifSLeXB6OaxJEynC0qSxY2dsRz8ZTIq9Iddr3ByXcgWVU14qa5+dY3WoiqXcxfs0HyZUUI2U2Sv9EayfQyyvVc1QH1kyHpm4/thlOPGPCvCyPRaSTMNEKVTWGRmKwRzPP0uVTtKCRAImpmHbhE2uqIHFMpZrc9WGfAYqyoA6f1Nry8lrVGmr9DbhiHgf97qV2j60O/ggi2JZEsGO+6lMI0GWGCkK7aYdeNWJ43yR9PlQf8XJcr1qaGwA81cJxVD/B8yu1RVhiKxG/+vtd6e6+swfd6seHwOlkqqFCzro7EVrWSRa+6vTB1SNoWhJlF7V/J5qRPpsaXPFCXrXK2AMK0uOd/3Ys04wN/9n3VYz2H7kCXu4NlUPB/jrqa9iWk6NLnRHy7qYVx9dAXgYk5D/4JVMd0rEM4mSKQkf5MQY7nPl2oc8ByZBujDhQKAL/GWzKlNs/osmKVIxTKBLA60YtELn/n/M1rsayh7WQrSH3l5GudQjHYC6Mq7oyEa13V1mohPCwUc1wcWBaDtvPZNxBiygCkyBazakdNj0z21CYOnAqEKXKJ8CRy02tITdYfasFYfbXMI9ZKb3tjPOP/dUSVyFrWXRH40ax1f2bSL8L+nSYUKOU0mdXPObTkqRJHU4no4nFr71DSBKGucJ9oor3PoSnD6dPIgRw3ygLCcwUqr6iNhaIt82rkVgnboxL2PNxVfB8xYZj9udWH5/BsE18311iXqhmrH2gVwWAcamsb6uR6Enoy6AghKYwqE+3lHJLg4PPT3K+RvG9TIxyGNcFmye82YOO68qGVuCiLTSTHks65fViA2CAIoPERHB0xdr57biyvEqOc0c3CYl1ixlLMPn3J7UZCvXe0YhEv3t85X+ppeaJEEXCTJM0HMJ6d4aUR+EMPvPqpidvEHek7n/pL/pfnAzrEX/pwoopGrDjrLkXHSBNnzONf6n1Rydus7I5LL4qU0vyoxoWXgUZoueAmdkyA0+M6vVyC1WvEJf0jvIdjWchVOxfTlqIyHVkXFm0Yj3k7msTDo6cNP9MOOV6NMwRsq8e5Vjjip3X8xGBX/dp6sBgtpYnIogjPkuFq/AQGJf+1fnyFxQpDbHENQlNkf9QwaKJ2WriE0FWNRP7aVcxMgvz/LTS7qbcxUv3E8YUKdqk/8jOsu8ye4mHxO73d8vM4QLIOuKG24jENaK8jjgjN/MQ3uKugYia38bJLqEFzjTnAw6C3K0uMR20hYiVLwLuXAnaT5cbQWPkDi37YEU2S4sAUJDAJi2xDU8PTjMP9Ea8M1aI/0X3WEQPyWConhjM/riVwHyA9ir1pKFJAnt3iZFYH/AmAq+d7gyayuMwQVSRW2LcnHRBKjp/PCe3igSQErpzXXNPlgiLbC883YXR9MTl5bOaonl5ef9SMRHCtVpbSqB4vUxwnOc75vBawSp9+bxziHfpOmeLUoE5CzZEyRS870i5eoe7mwpZ8xPw4LP2BnfhXl0HvRG9Lk6ry9k75PY5sGJ8tDq3iGi8azicJkhJtrOxMkinDxvi7erxi2VfoGNWp84pqINzqNMZmO1Zr70b1Jm6zz32UXRl4HBKILYiO09A0UqM2ak51/qirNA7m0kCH3byvV82pq3OfAifPEwrsLE+xDORd8fwtRL68yEe64AHmX812Ts/W67CA1wXS7BoRxNVbIdsmcDbqgS/cNya6lDdEWni3J4noEL6To9NZX9hsKk1+p7oqsrpsfz+f0cXgg2Qmg2SUCyBheAvfTJP2lOgh/V+lpmkR8ZvqVuW+2smobxUEtWSuIWzt+CaKOGy8Vuss1CUtXrlrwrSn+D8riLbc/vsTS2AKSnyr+KcdS3nA5ndbn7a2N1V/N+yr8eys+gGhC/UkVtALkFm1fy4+Cyol6nrHb1dQAmxq3tMB8Sn7wEzo8KBGzosOX0MjP9guOMnUs4D3jDjAfqq/4K4exQDNMnEPnCfjykNc4cVidQqkPmlimX4iK8meSwDgs73KHLBSt93vJZxfRhqII3aLQrfcb/9frdNLQa/Sf8pEE60zOugmvemQko2ZWfCsc2T2ZCPo42iApaT57sO+LKCpvqsgTMu9ymMWXgp9mKSm+1be4qSQuUTGyYecmywprhkbT7MUeSBips0njhdG5SW0AuHh9a5VrlzezsrChg1edQmN9p4Bd32AvluXpV4BpM/dBvV7L5on2XSonbOBVjNVAMMj/E4ELNpASyLlarq+HF1VGJ1XweMgDDnUtpIMzED801Jwbsf82fvX2AyQRAVDMd+lKwpInga4xsgrROYk3BQZXji/hV8fkjSj+fFBItGn8SAVY0m3o5D9LbfTYtoAieNMxMlkMxhwNAqbhEqm34uRDHrp4F1Er6FigXmyuIzH5MstsdYdDPrqWeava/anqn1Bvy4gFGyYhIHc5slm1e6FSH1topRIFykZ2nYOxpERCI5LECkNkwmmuY+NG2nn1T1idkQIeLQ9Sm/GMqjLpO64+ehpc5CRUKKaMduwI+zYWBMuJ3y/zLkCxCc2+NTBslqB1LitlCVEZ3SzzBt9v/swaGC3ZwB1xZmAcSLYZCxAqHBdqSpWjRzP/tccwt1mrhdoXoUzbhyBPRJa+1TKJUVMfYUdS8LlydMD43FSHb/Td3/W7Knqonn9wJTT9WV8FpKuy4e1y7w73WJx099aq85CjPDHTnXJC3pVJMvKoFfk9hL17d/u8vQqNhyu7ZjOAyZFkgCqMx7Pygwd3K05g9FimUhvpPtsDSIWEWRbcHN/PKFt14qafw4P+8cRFP+EC2L5QmCLwjzhvOMOTdqku0p0mCIIuykuZ6ZsCxQ1ENFkbIA1VPK33ijzeM/M/If9LrZUotCRwW6O9i6s9+dD/7yKtZzM30f4W1kL2oLV0NmJ2oUPgwtx/i7HB+rE4iYOo5zQ20cJC7NEEOU9ANbxutslGj0xkIun9zzI9iJWiCanAEHjmezZCil9DZQE0GvBiv0x2XB14+UJR4teSITgeCQQ0I+B49mQyhrUQoRSdQjwqu31k2Dqkq3dknxUNDVmL6zVVS6PxjopccoENSKO7Q1IIhRPcLvYUDpAfI4OBYecJP3Lqt79Mi5kZ2+EqS6Zoj6JRMDQIoguvnqLSwknqcBKZQOHUtwgiASEm9F2o7hbXOpSFiYKArf87O9yaP5rGozg+C/Ivxn9G7bevGKYMaTjITgHiVY/vR1cYBv1phvUYo4cYrIApnOKg6GBoCVG7P6OyesQiZbxA0N9v/sdp9I9z/Z5spOZ5/0/ml5aQ/u4K+ohBpedj9yiC0W6cahs6RLB6KdhFlPJYoDAaM/TwcETLzs52UEow5UPkmUBIFwjTJCh025AD4De6bmffwGDjcSTqtHwW6fDXR7U+vPqPfMCkpu7JIsRZa4FDhJ11A/OFzG+PhelGaKELxN/8FkEyfLGZO/aNWYZImMWXNYt1B9ilu4YXXORwlkLlYdPKVLQnfo61oztOGb6NblUe3Jz8X8IEOhk9dyKBMscJv5+rvn//eXHzlR/wQ2a0S7w/78fygCOvrQFvgSuTEvuvSWOKb7Q+2j4To3SsR1Nb1pg/8P6Kb1LlrTDMEhyh5L6UtbDv8FgAQK2nmbmRv5xBq1S3YhKcIBSWnxQSDh+foMS+4ha7hjT9jkhvRvT2jTRJaV2qDq29EkM4dDlBN4W4IlGP2wrC9AKwEtn1UG7hDRA64iWXREj4zIMyJIF1q5ifTa/nRnELvRl8YauGE9qMYYJDMoxh4DNYcnquazwUWGRVuqJL5ENITYagGWCrjKGDx0Kmd5qEuCQ7YgDJTtga9DFhOdMsjlxCLa0y9g/8jm+6lNhHkA6ajX/mbsSuAP/Lg7cY0j6xIHuOYBkDIYnFWLAtZ6yxXgonmxM2bs7D1nFIHRScisLczevYEKUxkAOu2Zd5gq3safXhIvy98T/WXx7O5kJfJ0/6W+8OEMo7eqyjlDfT+ZVw4JJkDrc2/gGpaopeDDRMGu9uxpbnD0kb2X9F48UTzCYUQTXb6FN1oChABetCqxmVdJwipP3Ym2eFYIuMj8xSCTOygBJglElbBgUy3VXJOI3Lah1NPiPQVXsl11fNnPgnfQ2Qy/NU1bi6F3bjbHfSt02Ew5xwTb3WmwT1K9YHv7A1jONvtDmRqESgAzTLXFFDYMaNKHqbQ25bviJ9jeml+OmTMJ1WRmjqucQBIp80Q2nKuU3WyYTFuI1ho3yy4St1ljrSd+35jpNItddnBm1g8Qw4gpDYLo/m0hcqnnUGXXfbFn82lWE7IWtp+gKjWqheKadsk5MwtYcuujLW7Sk+QMehbu/Hv7PdGLEZYYDjHAFGBSTKpsyKYFn5O1gY6ARiKZKt57av9rvu2fpgcshQXNBoQ2tSHRHoUTyJZx8qvWqlsgZ6/bnMKj/qfd5p0J+vyYyOGFzfnzN54YvpGrwgbHnBa+5lHNFwo3nhXpkU2rqJIrnjb7Z3MlTZTqUnTswNErbiyJVh9l0wpyADAKS81KL1E6E/S6SsUPuzWhJblL68jj1E3UdOa56CcMBNQQpc7LWGT148hnW8nP9zktPjy15qLSpQvxBYqd8WYbNM9VyQER190eB6f3uxO9t1m7FGP+jrtUK2mwKRJdab+LTNWmql7XB9t0i1v3CT6/4kEH5HNimKRp5/jp4/xNSrV/LlaeSfpTcFPxqDSsL9qHPhk7eIuTeYWPkIltx2S+aFXfdrS/GlxFvHpqVIE69LQtkPa+XQip8/m+ZPuq1GZWxyE8l7ckFHDEgw6B3dzxxzIFqchbMON++IWuZtG4OWx/iLoBks0AzVcSBiU6+CKs1hHczO0xWUQ97fjIuEz+A7UaYnWzrpDpFi4JDm0KS3yVDhwxhQ7HfDJOdP+9eSoj7p1bFRQE6tRrfTeHRCk2e1PwaKyNLOM/jatWTA1dGgJQ7CF5i1Cl6p0UeO5DcUzvOvC/go2CjuqWUdtiNA4bGGmm5MeWtoZgMhVIfiPnPzTA3Pt5ShunYMkmD+SM0Jovrsraspsy5Dr45Eyk6IP6yQR++UOwiKFkotlAl8BSy7yQjZ1aSqbZMiMMx0H+oFRZAxIvyarVXHFdJbrXoXOFYdrOkdJ4pJP30xadMSB0qfaZMNuaAA94BMa+rtYczZdSjs7Q381PvpX5bv/0gYLHGRmmiG59A0MMEnqA0uoEGzG55WmB5o335lhvtiuPZGWmIpTzhkBOeevy9Xofv7E9rz6WEl0WzSVOXsRYAUetgoAH8bCa5OO3IuAb0MRGDTQcu0yC7dJ8bvOJ5QMs3Zd9XpBUW8/sXhpM4MOiwpallY4JZbYDcku88MfPlQvcXT/EtMtPXKSnWo50bQDT6diV6U24QKjwBkvzE/P3fKXw93fWjx+QMvtlum3vzMhr/LSLs8sdNktgqrq27z1fTLU5VUgK5ndb364lpoUhyshbl3rE2rw+oaMg0qo5MLJCbg23Afrd1m4C9ol0K600F4LRlG7DKqTMXERwsZSmm5rZdYNuG0OkWjyKof84T3qrPatT8ADk2lZ5s1dKwdvG0oCTmu+E9VphKLWyq1D/2vMJ2g4RzdQYedHgeSAu/m6G1KIDNAERZWp02owNE9jI1LaKw4rDlFVZpN/+uifnmBerYcI2Mp5+XO0C2tCckVndxdaIR9H2GJSz6gUE60nq2uCff52Bd1262NA7etzgdleX18/Bgs/P3tdrx4tlQQqJwkp202MV4l7ceCAMX+dJAj9Ew3Xyw4fdryXpVDSEUbFZPtHkK/rsHktIA3+PZkQ6pnhuuhyppZ89N9ByX+ZY1oZH7OD1HGCe7Wh/Nr9VkSWaNqicchiiCnummbvjXhr7KquxAgumUXnp2nq185W8Fw8C62EKsSSNUnWgb5u0VcDE1r/OegE+5iIJ18AcySNobUkEzeJrbePu3Y9sGk8VHBLlugT2UKW1mjeQzV3Jz4BxYfDSJwvn3+01MR7Myjzi7c/+Lp/KYroWKkxaU9cc4HNbC8GOfJh2SHqPhbC8FcPUVoGmMGkKfKppheeY/5vtSAke24zwO+ryNqxHqimYEtWkUtkLe9nYcgs4tDIMlKfdD9mlg4bmHp2km33/JKc/enf4muQ1R08s171qYkRqc15AecohgRTOsirWIbJ7X6eKjlCbnxG9SimntZQRmijyT1rSecrXs2yLiqPYo9IFw3CgdY7We/756+FQ2RbiAGcJXTyDfpWOtFwanJWcfF0beIYoDKO5TWvz6Tkele7B6aec66qK3S0UA4w0r+njQ5bwEbnxWGGIgqBWBDvcfOCwXYb58sxYH85mkCwMmieIx1QDpHX2DE+jO4iipV1o7a2mZf792MDEdPV23FMTalJBTF/JN0grGCkzi079E1PbIC5Y6cxQZYFfyxPspowxzW0EiLgeV+vKykNfEiuPnlPqG+UFlk84kFw30JBT8QkTgKVwVzZGmtK+YZrA6n6C7APgTztAAj4RCCQb1jnhoGDsHrGMVtMai7zQX6sUAMF7ZQ4j9AYsVPHpIXnr+7ThOSiR/Agresur8gCg3MEAg54oWyVfg2gAKxrLEkYTnWktPEToHRivzBF0ZODQSt4wHJ1MHC84jYFmb+uBl+InU1yH+8mM3vubtO9gVytgxWiUE2HEA160ApZ5RNKJ8+PVKbq5lfesyMaDs91BzFmIyjJcOOC78lgtMQW+kNa3RjaOtfPaUUP4t0+L4sZ66We+ZbazvCtfrribo32OudXYqrjsCtjv4pbqQNgI7eLvMH+nVUOtBKJI0uAMWcPuBVIfbWSu1jQS16ysJtroG5WJx54wttFL7VFi/NO6+Vop5MwcYQu5OTYzYQFvIR7Ra3hvAHj2+02x5XcdHMIeiSXoaGtBoMRAc/nqJUWVsi4h/ov0Zwvi2go+xkPSHynaz93qDdAzkpLPP00Ro/j8i3BVoLB88W63kd4914oLIcACIu8XEXBDagg0vv1HZAqg2o010F/usWGWqIqm7DlUNi8ZQsgCc86apY5B9oGXGkK9ENHm8AkQB0RN3vKHRyiyb6h6QIa9Akauzu2mMYDqV6SpBSW0MH+GrlqhCQvI/Qs6JX0UB3Q5j8klopsH5RDazpVXGxARNo5PBGuLJVVxGENGyz+FWM9EtAa2jpgmZ/qoUvexTL0sHHi4PQ8GBXlG3jSj5HdDa3OsxxZZPK2bBv0Y4BlkSDoEnfC8EOlEkwAYLOujKX2Pzsy4ZksgpXMHZsMq7aylCETbEfC7N6ufddWOgD+YbPl1FOIZeRSAxSIOzBmPD5zR/F3XsQBE2XiC2c7yJu1HPQWSqSRtUF0KpL/coggyzC+4WSH0FPdTTXSiLHPOcy/RyAdNVlOsnkKRhtczYkAJe+/PePDzkXbskGxGMZnF/NWC8ju/WGP1JWbYTqMvwXJrKgdPTnlxs7EC9HuF8G4oEQxeD2UbQRoVuQyHn4BP+Gtzgz5KrlT97cMjL9JbQcsXBPrSeaqMwW66WRmPguAk/vIUv+UjUmRtyBHDOdy0zyXjvHLzoHd3xpT9hU9+g3dybx8di2X4dS5hbZI1Lr9G3ubE5knWTMXLqXrOK728mZvXx/4qJVMpP0ElZgZzpH3s9eSrnRLppYCVEm2GSyz++CxycgtrbR0TFTJczVfV/jfOWenxB5UmdMjCoIVVa8KeWbe+0oud2PKwgbBEOvHkhnyLogLRujY93XLrROqm/dYJxhnvTPQss5HcQcCT/u59NAMum5pzCg8JlhYluULtyCPwsTjXZSCVQ79/1ZwVI2KJuLuaU5vjT9MPMnmXBX+5VS+UtXUr/XzsW3qMRfRG4L1xoVtqt9s6xMbdo1opUxwJDhjuXT5BMIpnlp8JWeYzQEGdIgEJjXdslLfC+EMj/CeI1HBEtCu2A6hgOhUT7G6pZak+Wvd2Ln8tUNYXk9ZVJVooQYT74SYqaU5q1h03lPgps0dSeOn8tBTCWUFp62sLnGdEB200IOBhgIVjWTSAUJl79dodUbYO/YcWxSLfcg2W9l7hnNdB3Xm8Iuie0MYcMvK8AxDazVqFJLoJVfA0SKxmi2Exc3awaMaFIKD5TUPTZwQD6TCPpE8aepj1nnOlualIjC9RWTieyLqJuBf2IxmDqKj35oOdEiarxnYMNZVXdZTDiT1EkZRVyka9Mud0mQyo81zwxieFz6PvBMaoq9YO5QGvqFBC4R7k1yx4833yhtGsg7fgXGET2cBSvFy56YB5UjUSvF3RL06Ur5oduQMLyaBfpPGVmyr+1wa3KknYIdfWAK1HwGUoOFgml7kdQLFz3nMfzwsVS1WQ9PQyb7kZdjzpfFtecsWMsbSmYleZ2Hy9lmjPC4q+pM+4u4gBHs76Dew+nWcEfyww9jt//Rw8ofq4kTxVnSVA5ZUV9St0Y3nYAOS8m863cWfvqtLvK5Ir+aj3oFkBPSbo4TZQv2KiIo7T3GdTWVJXwZERHA3HjF7Rkl7DHnzQTaTUTe1oopQ6nXMk4R6ip2mImBJd97ZiIShsq8o389unJmlrT80Q6lF70XRItWZra7wgtqakZm0RUPk4ESF0xlAnVqAF0RzNknNSKRDYufUzbCTnBRsIWeT4xoRkLvsqwvwtK0rYt9vvgeYfbAaAtUD+zxjEA8o5bL298dCUP1H8ztoiPEQwfpYaFTQN6pfomPliN9fb68zyxGHVdm4YFlCnQP1cwNRrZmUZmbA+5+LvZF642iX2p59gBQ3eNDZmYoD2lM18YEJuDqPncNBwWF5i2nWtl2BvH8By5CcmG3PVoejgQmdI0kgnSfY+NZJwKnZVND8qKyQUxSLfpX0LVDxh4o//Kr4ULjX1674ubxsL/+pp26akYZaL1nwauT1wzf8u3wv2gu+fu3KhbT2a0VhdQvYjhTYJnxcYXQrVAV0EW8THicjdf3SO1ghqE7z/v8qSFyAwTQux1tciuPnTCxVMznpOIKbWivDP/SeMBI29PJhKT7gIjbJgWph9GqwNXiPYkFN3EUuybgr0KTJoocFZ4Myn7HpbL5sghOpPmsDUCXso/0STNs2v937um7ieBgRP+5q9Q/kD3pU1PU4zDnVRTjA2vqFNHF22p7zGwaEVk16Zd6D0mtg7Bu9RONqw84EYELgGaaPpnNMSNLwFX+uMy4XT+iibKOwnS6bBdinz+pstmQjG/SmiwHi2Q2vDcVS+vRd0Gil5GA555X98W2Ndkz2XNb5eCm7ntkwV/y0uvvD+Y8dEIx2b9vohml1aXF/uIiAJGX/35sDUIgNMdQDbORCSMajaCJywO6MkMlv1phOwbZj/5CafA/MabgZsI3v9gdMRkjZcO1MdQLRvXZLJniOxeyoNtVbniLfUHuvaNvdTwqeFtAMFOisDJNZ343oy/aTTxBMKDDaThSsSHiT92W1bmgKSmG8rNJen8PIEgT3cWtean2ey3TFzHGt6Hj05/lPXDBY9jHp80xRFQhax5vhq0ofKjJqO4OQuj2ltBPP3FuMau0X3ltSPY0IzlmDEQOHyMtFtWJ1pguw1dOOYjTO4CmwZdIHsyC6pWyPOuIQtbrGB0moSkOIO5rSnvtQlQjFobtxjRrIIRYoRZUlHXoQyLJE6TvDNKz5GPhPj3VfnRds0KcelyV1RqEzO6Y4jXpWTMb6D9pccNZIKyXv5OEbVFvPL7/IFMw4fvjCYviNXNxr4AiY/ZNCutkm+jlzihSwne0+fx2jxisSEiPcU19wRPwbRCrywfXvfWxEJGM0mwvVmJiOjMGO4QY+Nv5jozax2NoqhtgZ9rFPDUywdAz7RAGdAo8mBFQwVbJg+YsfbgNUE4Po7W3dWJyqKkpbnjFxwjMEd6y84EjjNnZZYhYHEgG5rhaT0O+xlrBEDUVTfb+G1bAQEaoLleGPljTRYR8oeVhgJVyRh/aHx8HdgeTQznBwmrpShGucfylkaPUZIJQK24o5S16CJBo9yFHCgyOc4BQDYCu8vqhVpB6nR4/5yVRXxy6jn0qrs/bR/nwAoPGJGKEMUsGiS8YUlLgdg0Y8cwGxHMjtViwgZJlbmadKCo4eodGg8w751QPo0SCKpW9Re83Gp5q9FVAWhNq+0bk7Nn9IsdgTSmP8JKBMd6YGwN8X1a82uydab426a3xknN4jpt7ejQv5TodrFfzPmGCRGlmm3rSLo1btigoTKF74qTyDBzEn2P4oBKJUVL2wDJduNpHLyFM+JFxjSl2nwFvn6W4Xe7pc3x5lPmWuhZJfGvmPSuKm07KmykjKBlS0Og/n0kh+5+QTBDPAvn3ER2Ns4FasL8szV/Ax+vTNAF8mFy1QQZZ9wBMR09syM2v5kx6fihDxhm/bU9uP7WnEN48sZgAx7ky434h2zT2bl5KvRMejzCZjCpF3/ZLqqEDBF7niVmH0D3fRTCag+ytUGl0wuYSyGo9fTomDB/3HZrtA2x6nY5C1EfId8pxAgcKWAxCzJm7cU3ACLZtNRc9vOp5Wkgc377yj7AatNWn+vkfTVcHOmgp2f0LHreFKzuJEtjs1qiDRhtljGetbXGpua+FPxJ3Dc1cPijjPi6d1tv3XRYlcwgyklkwSSAog6KtjlrDSZP7LMrAZXsrdFTth7ra+KBIBKt1VhK0bmLuMpw2PEtYWKEQnFS+ntaqxpBQlslL9mJH7RInln3OiYN+YRgEJUSM4YJnHRGI+HqmK1msugY8I3GI5tcUe+VNhxcaA44wC93UCJfpGxB47UiciNczmpdzroe3mafSnFqlKa9g4nQP1EJP/ovwn3mYOM4ugHW+Uw59K2MuVrN1SkeuqciHxBbhW9sfgiU+KNljwCCFGFl1vo/9LQa3TKiYvGX3V0Tw8qLsKcZECH3yQFdUImich4FbuEd5SxTE7/cW6yzWlQH/Uj9m6GH2/qCIcAu5UK7j7DyAY0Qr+CTv8N/x9phkaWXf6NqWFkP/J+AlFld8SjO5plN3w0+o8ur6frNoEmF5+4oOIR5VZFBCxLJ+VVL60RS7/ijzFKt9lpKjoc9wYymdv5yWu7VAzT8cm6L457Vnu41z1HZ244hvUO+4ZEbeVpIZaDsoBB/mMrfNIPrLx5WV5C84q4m4rdUIHK3o/Yp0RC2rk7bge2yhWrEMS+awvTwqP33l2mqOifA35SkhdIuj0fLZONtN69QW0bYxPWqT6cHuLSaB2Yim6rDcn33iVqDk7Pi5tvdU5MU5XLAZOg/FtbEjdbnrZVuGgAK4Ue+Y6lOV3ME2gi2I6Ho/CA73XvM24yIaXrf3QXyOSBN0ESpxpjqTEwhoERvSDIH3XLBQ/l4ZlJkF39jamzUfjDRXNUouhBkL1EOH+tbl9z8F+dTuY2Zj75YLiXd/dYpfha4cyhNjsonKAeXPUnCD+q9bLOMXP4HCHWOM0vIj6KuyPsQzMpBgFCRSgDvDm0jMP0+ZcEUxQtpqs7NReOPE1nQS6oxbx0T91YRhP4kZMI2ZeSNsArd8AKxj8ImZwyRUPv/2KjIo/PWLWrFLa/+/NhAsounXybaZWDG8j9+vNuLR5VYLGzN8aiiaeerowfPLUp5xJvEhW45rydSlbXUziw7WpaKWGFpIMQhBpHum/FVgfVxVr/rvIqTCQanJZs+mheG910wjZFxiAFyNRknt/HouIjbHSrxr60GU6X2FyEW88Ob4vXemNi8+c8zImMxLK4pAbv8gSpnUZfOrMYGIeMK4nAr0u1Q2wdQqGuT1BsjPaJN3CneQ4cfNA4LSc+paXc76mgfq4ia2X7SrWtTgmWVip2JZWoi10x55gE8nRIW1tz67ntPCG7vejXUDUcmMxlaHTMLGbk4O//ztOcJX1pLua6+TxSiESlsUMXNuwR1/+3nrwTI7JkeNcE6c/HAG1ha0FLcAJQyxFN3PL2tXTfm3vYTllj62oS7fXUt24g107nNAG53csjdNZC242K/WxiCaMsu7gxyzAGUJWnsYuUEeZe6l/F1oA5a+BR7QXRaVqX0qlNu8x2tIV97qryy/jGxZoFW8BuOcvsFNbOjfiGsomtS4zzLI6ylnFpOL7ILnwYRh24rq8sEftZgAudx/hPk0vL2u1JuH2Sa4VGF4Bjf10zn4GOQrrBzD1KMn+7TgGHSrYoHaxX5a59QLoUHxSrhcff+0iOUn1C+b7COBleG+K/+joCOCUPxYDx+qyHAHwIuF5Yj/biSC7670LAza+I00uAsKoStZCaxe3pjZy1Rt50JcNgXagSjN+r9SgyezwzGkcssENXs5aDSOioCZmXPxKLxNFkIS6V8PUobCzt3CkTCaMOKUgZyGNm8c4z5Z2EnpcooNYGTw9Nsx3XB3T3zppOBGODBvcbm9PikWpuAygQ1tIx0+8uLvbiwAE7ZjxwDJcNMf+AXlBQxSfUaVrfRLocJXPhSeQzU/UyZBUPAQ92KdvjE2kms8d4GiajeBsUTKabVpoGj01mZ9qaUYP9xTtGA9p+RV7xotUgse/QJA8DQJakWzoxyx1+NcQIlfuktkHH6e/BnaVhlZbRsKHVVdkA0ZtJQ/poeyaBpxSUUCVEacs4jTdguDnH102F4L/CXYuK846V4OqKZ/gOs3SPS1AOySNxSa1hZewbv6qynluLhzDasdafdQNk5MwbGqUi6dvki+qJrjeq2Hagns4Vr49KrWV63+1iJsUd7QyS4gzVQJSHKotZRH86IHFh2HXyF8S/YUzS6ctvzVZAzOUUuaOQR9aQw7Ec/VP5IsS8iVXSiIl4vlINkDaLupfk9zfG9wzsnEmKkgEGmz9orDIZbs/US+EU+kw47HHEC/cDxJtSZhKsw5z/UKa/9nPtvv7hFqt7wWURqmXcKiwqxLdC4t0DtojGTX3GGJGAEQulusDu3b/bJDn70iJHmpH+bl9mvvLTakXQjsf/DETdUzu0iBmy1e6l4ygDYwnVUWse6fSiWEhpDDrvu46OSmYCkxEd8VjXgd/ssPC7K5oEi9kOydTPXaYFrk6/P/PY9U9hvPZ5q9nDhavHvH+afu806i1FZ9Vd6dy/ILiak8s1/WxoGo8CU7kJlFtpf7NnKEQaJohxUOOQ1mhfWGUrjG9/2bQOXYdp/sM/9PTuvji7oqX/SoLD66EeWQHpFcbi4BvnO/NlLauPg5BD4eQnERsuq6i1FqwvrjZ+9WKmljSa/bl2wsdMc4t4DAn+lEMsjCp+cNYR4OVpxpQXE9l8Uktc79p169M8jjYML7fbIbUJ8iPwwAag1eyl99D1ry3h66deQfWlBmxhppdwIuIrD+OZbB3LwqGMgMqWQVmVey5kKqJ31nrURetzX9EYdk89gF4XIPNJ6yCwqPh+96BEPiJYKWLcgqoq1Msylxg+ipUXGLrY7G9qkbQ6psAaciw9Oz652kv7cNPqH09GnBvwOiwH2exJsD7gY/Tc5G2UqaH/JJzWmqSFiLB+FoRhxV34qSS6RtPRHRS+LnuqZIj+SAoDGVs0c3Ku8k9JaIQdnaQrhtoyb+OdH8kSqBCsLqjvFtPoouBeNxWv/AMInRKlbW2+R+6revaoAIfaTWyyIfxW4dUGxCiCr7Rub3L8YHKeHVzrwYBmfyF6NyxNMFup+BEMdRGFYTT9UcmKnvzRi0Kt0jGUmDiKdkPlkhuVRHY804Fe5b2xxg/RtFl+a/N9UUA/7kguGguVQankoKf2EzuJ1W6LXFiro5Rb65k/eCu97pc/Oou9wzPjgI4IDRLtqHVo/He9X1QExpcwfm4aR2X5uJfJO/zdt9paqz9TsSCUctQxrS8jmGjrUAyfTZHScG20UXnmwcRmAk/DaiqCeQfuxctdxWgBXK7WzpLmeTo1itohWfYHvkoAcWQJBqelZjgZZ7+0gJ3RDcMTsHfK4kqr5YuZ7ax2p8WI2abVdGUU/gxzefZdsNMQVE6ZSCrpFcxljkKi4w2XkOHU7weylm3E7IHxJkYA6qoezw6B5cVK27J5nFDSbfS+FrdenDvAUTghbNCEMJL+ZbZ8P67SjBf/QrKJ+qGwXNNtoNuAM+Uj/lOmKe7xSdq1yoFZYEPMatOuMd1bX0kuGvL4NDfbvORIrt4VgDnik8irowTWmEd6lbczBAqlbhaPuIH6GeldE0s3lgC8z4oYAdPcbDoNkEUUCH4+UJi2TSlpvAKLwSODNW5XVch1JfJaggT8274sreaUa/1Rk1vOf9HW1B/aDbX9glCaZ7ZLj8xTDgmmEqR/ADuub8ESZW6p8xicuegO2yIlFArtFNI/1xnYfa0vyQ4tNpqJdKhYiOeDHpcD7CoR4HqddxJUzvshSEvvK9fNyTlcflIFZ3Pi/O9woGI7N5Bjm+2kwHPEksqcbIe8D/EtZoc2ttnHjW+5x8F9SZY7eCilnzu7ve1RnZcdbP/ZOHdST3FU/ooIIS0p0c0Hs0B+llYczEyFEPAS4AOPRohtBWTm1RZWBhT4WW2fovqFBmAFgfdvf5XzLCJrPt2qoCWvZlgj3KYimOf9b7f8g+ibOrZk9lkCFk5p00KS9O0Jv4oJMRWkGL/oVFy8E/bqAJnjOLAovjK6QNg7SJO9nWgxWrplAFBCb/EzzT+U6xXArU4y2WUzuBm1cn3HXXJLPFw/YXT+eea15qilrbMVAmvRX5nNQn7hzJYMYg+KkyajCdUeVrcVpDtqT+fem09dYagoTs2gpVZZy0MSqgB7RK3eNXpzrtOXgg9wRiC7YW8T+Zz5PMEZ63eJkQ4KMLnvDdZKfyQFhbmvOLVOZGWOfz6QmzjPgxFIbRcyux3ftSHrWMRG1JnP5IUtp+zwMepEV5VE/mK0Yr4bOzA0YEduNis+woOe04JpCT2S4Ywfe72dF1SK8KlfcoTWJVhC9obQT3KD5DQsZEmPJKMsB6EEesjNz5hK+ru37VZlhpjzE4XZR9N/dynPAlKlUDDgYku8vZCpvFHmQFzEpZGNgmb+cWjURX0IxNduasdrqDEGdmN2gkOzzuzg+kjDSyNaEFMV3Jxkc69QxQCi/PuvxAnfk2ZHTkb+X/JYkx3HIQhJMl1/MqXk+p5v+s2aS4SHjLOpPRJQVqsRo7wVLLLCOKkom1Ub/WH7P3Y4icrPDOf/AksuoD8EoqjhpQGldIK2QEKg0m1+OIrq0Dlrdutz/XvrHk0sJBC7oiypy2BzIg1m4zkiFGFoyfobvnzAOVUb9zWQFEpPr54zYzSJerSmYzgfwo5QsPEiTiRKgVM9fjJatFkDvdnoRccRIBboh9QyJg7DIw1hF6Sp3ov8y90jxZLfFYVQklvtbRpA+24C+HIhaL5NDT3pibSMYEWFDUrEbiwq8T8ZTV8pVPGXAfCpXYJ5vhJ8ebcoxJpOXLSIhvavU9opEnKCQ+fdghZukurwkLtUOjQvbsEieF8/fC5M1bD0ySBdQhY6ZIDuDPjdmpZ/L3xkLR7KhvwcMVghC0MvP4CRFQ/0opoNARWKZnvlFodct0t4BBM13C2q2iPeYH+/iqXfYAhY4Rc0h4HCWizv5aosMOZbEh9g4by3MNZt+igC/BmX8C4Jsgh8H0dbKCeeynPyIojgLD7ppn4ZZib3KzLY+uZ9ib6CpvECKrvHglGov/KRnpt8wvYBUzPifBQpqgU9Yd1BGpmcbxVnn/QkKP7olVWbOwDkcpQcrFvhmn1inFZrKZx7ZesWSGttqOapGg+aMZGQbW7k7cw7KPhIMmbUUawwelMn9a6p5S8+NNjEQFRLbjMg34OcYyeUMe2Q0F5rFbrJLSpmIwDKSTmU/Hp5Mq/M29r5YNWNHLttdkzIns+jqx5m98fy8iVz5LvWawXn9IwbO+CWs152Eu1Xb8jLt1NNX3I/bLPVV2kBgHBgUHaJhHXqCe8Y3fHfkBQuZhi260khqsDrfRFVAXFPYHyzwgAxtnrrEziUlXab2xHEC58LzXeGGxo/O4UKv1OsQH5R5KexZgX1fKAc1XluXfQQbs6r5plLRVIJn+ULwP9CY0JUxJK6PgPGTzrBREFPDK6ILVaYrBcUSzPWWDDs9m1aHhyoj0QLOxiL0UCnzgOk4k7JaKUX5qb+e543FGSP5/s8bxVkbgZ3Tk9Pm6psvHT7pSq5wi+dTQfQfKrn5xpWt7k73jltgiq+HZQnh+SitFAI2m7X3FdKDrNzFv3nbvEmD88yTddTTfjsEnVJtB8XZHzVZPFs2snuLYioT33kD0Odkji9VCPGFqD5fEcUSGrWLXvMNbxX0MROuIZ2Jo9FDsHxycvzAcYpslxqA8DHoO12uDymBuRkKT2DUsxDsKPgHF0ca3NNmxz2bNiJPkkNblMRwJYgzTjx2nBGR4bbN29Xr6pQbnzfmVmwDUiKDMOYfngxXE0hxEPgxsiXbauds0lUBnbKSdNdd6SvvZVRBmI5lCor3KL+tUyeMxbmA/LojP17qXnfXafTf6XCeCV1oR2CdxidtobHOzN3Paq2gcWPLnT3jgQgOlnbmS/s/KCUErARm8DCPsgkcPSrOpx9rzGnPJrDcHGkq5ITKukAOf/t6xF/SImkzzXDj8rHkIMW+Gb4gDHl6Cmp9yoScDwYnbDgtZTkF0OmQwYwv/f2I2Onslp9LX1kQn97GhzVyZCsaCgRvzHdQbluA/+UBgCU9wh38Pa31Agblw1/VFTJAqC29anULm2mNtYFluHjfKJESl7/+lwLVtCDZArVCwUZduoJb3IVn6Emm/FIlfS8hSEvNEi9XmvsF3BMi5k4YqJA9x7KhTQjJayvOCxLc0Zxn/NOMxwoC0zcSoLs2zawqMBM14EMFqbMUy0wHrw9zPi06TCm8NH6OREF4yk+qHuUM8devzp2B3JjCtpRCYbzAxP8fbh1a4hd2uY05/hTRsteeHCVApKE//8Tt0Zr3sfBxdvhK0HpjrxfTDy7bwgPIn0jnptQaNW6sqsIWofgcDemBaVWkEV9Y7/tDWbyOrWi+X20URiaE/2UsM4sjp7dA0qBeYgy6lk8HNea7leFbmnQSmmCekaDLOXL3vmxhpGxfCNuS4sOMxecUwaFQHd1azrcjmb11P1HrWPs/zBJ6bGGlzXUFPdPqiE+iT4jB/98U94CBsB2tv1ufY3xAxFEd07rvgermV2rCu7SKfxEKNKf0Zju4H59xwqHelphU1OOyoT913cfJg+8lPoSNQZidXFbpxhhH5xm+P2E/IxKGrv5VEf6A548xPwZDoMSgpCGlKIlqFNHJfsDCXp5Ied27+JJXQKKv9W6LRvSJBISbsnd7VOGQtZ+tD7FDmIo75uFsL1pd3HX4dLeNLrcn7J/AW6wHoLxTgR0NWJSSQYuO16GM4H4H7/9t9NtoH1o1xGWH0XTbAvc480RruNwviezhxIAre8rF6QNGXPJYP9fyzuSvlmwLFYs+a0+r/6Fnpbd8uNV5KP+goIHuuGi4OGF2tuM72RyOJOWXKG6N7cgJx2bik62DQuv1zm5P2ub5NTyH2yRXbr1QmI5J2uDW94YRmxiAipmnGoa3LM6uCswmM/2hQo3jkvoO0fw+MUD2eQyaXPstRWRTX1PTxSF9rHpW9U8be7O9V+WF/jDbIJl0+NeuBi5pUzFuI6yEXkvxg+Yscp6x3eRxtMu0v+Qn6VO6Xgc+42tVMEKYQtjFGvbN6UA3iAh0A/9MnIu8GE68XsQuLWKRuS0nMPm1pDY6yWqexl8MtTHKNHZOFRLBMxO/4mZiR1WUykpvpbJcygdruEXp8d8eX+GEuH8lworarkN/c0n68kyh6J7B2pVOGccczNl+630cIjStPFHJWQuqdpw6BV/F3lyj8cHVlcPJT4di92y067biehmOJNqVTCZ8g2spDpqYPIu+v1aQ1ZTX4b3DpWKzV85Bdkr1mXNvd2YWb2Q63t4USe56+9e6gILIRt/edkj8ILfW2tGxbAYocBufiau0MzWXRC1hEU1onH7fKpiq6/tM7CszmlGM1G9H2aXhvuNaXi4+vPWv4vGylXMR7p+bW5Zmc57LOLSGJyxbFgO7h64dJACJL0w2FFKnYd9zLbeOo4ohqX9uh8PZlWVM6nk0fqieiyn+hjOb/9iNvDmHpMOJl8ORnDrm6AUFY28TGZAB/K+lFvhv0bkutPOlWSZlS22Uy02osGVdx/J9VYq3o1EzXz1WqbyoCHkSQdt0mPmHWBQijXE0rAP86wly16vIurxQdsQmg1FIGjkXzxIcyuXVZ+eykSBkwqh/85lwn0hIv1O67zBiH02cwDaYBxJ8BVaMDZIhb2sfD1TPzie872pLRanVt87/YXMnv7vrPACLkzb7PLuB0s579Hn6WIQOhkA69DTVBYXBfdA+dZJgBtZFBl1ZmrKazuXdRREosvlWUtRJTR8bUEgddCDV+dXp8iB1U6pN5J/98TlYLyQelt6RCymskhHum/rehArsWGDQgUWtrwKqMBChXbyES29ZOEu7VhC3hDHlzUP27ndjzSEr2CaSEePDrllIyoKVLM7ewBDW3NbC3pw+UaQvKNlB64TyPPIlbzw6ys/IIw4xBwMEeKJ7Q5sIaF+0W8/u3RqOZDedIg6wLWxuMKPq/Hr0IPSsndL3JyOa8DEXXM6Gtaoxu+/pb8v3LfMC6F0BGjgMkmRzAAPtQ44sDmaFujGwrJ2UxXdaBOTFGssDEIl21i/y3pu/M7Ndth4BGYDv1m8f7lJtDrgqkUU9hbgNPDHirKpuvyZ7qOGscIiS5LmCD2I/m8zTRG45TIBwaf3uTtlj7WhDCSXDh34bluNmo2U3WI7D6KUS+nii83P8Lg7ja1wnhq8y3myxRFp+xXiMhTZoXeAzD71/aN3zjc/ugxC24ifY6lO4mWM14j8rDmALdiQZYLLXAphm9GXRCZ0kXAakd78o1CYtJe5QFwHqZsv+DDEhYkfFVm8eXwXhG3pUAPauWUuew8ZBQuEJSd85QJq0rVD1vEcQd49u4OUbSruoISFQlpFQwpIlvPWZCZF159wDigZWv85CW1A3vI6eI8yvkD8Jjjc2MlIn52e4Yu44Zif2/yhZTUnog0E8GH2zp6hXBbhw4XqFDfRoY+n8rXibT2sBd/tJmbb77ERkSoNhIDISuswnaVwfELSESVK28J5T4BXJSORKEbtPl4RxkydMDo973632BAlURSNfcdbB9xI6B1MJbX1Cx9GSgCozBpfNr+CtnV2wDoyQt9a43B5LrMKnK8MQb4mlTF+xTFhkO0dlTkNJX/cCMteTUJzHOBJBdPKy9+VjRhy5qceN/I87Nmi5r8zlqYFQuyXpZGAkd6xlXmPCQrdRQpy9DQVIyQP4K+pNHF0wrTZfjUQiTRopLDX6vC/Duiz8ZZjHi0JZ6HwN6OzhFT5yET1KnSuJEbtWvHraQ9DR6rMQvmf3zWWubuvtvi5cCNNUQeJTCbS/IZKg0QrozJKXQg+eGLIZp2QzSa3WIgePL4uWJ3xqNW3e0m0gc+mc9KwtJENe9OyccxeNULBDdpqaZ2IiHexXk3eNViqAZX42CkNs8sYxrVH1ebDoK0tC2xdb3glBIVecKDc2GgVSMhn03SY/UX6weTrbrQFuMVJ5OuclmRttif6oBXnEPz8cE/YoIC7gIVDSoXbIny2AcLMkkUp4zmAoHImmYKJlRsmPwRRwOuaGoAaj50s4dd7kV0Tk88FgVLCpUmEifFEEgCei42jX7yewBOSoNgvjpOgqx8qf6ALRuabpE0f51IWPK0UFkKTdoUdXlVwL4mHXWaLGgJLYgzTcaKOVLgYn4m1h/kIBglGT8t2luPl1gUDhAuWTmeKeAHOCN3dKjDQ25ZH+2se6yxlIAaPM56riHyGKj6nh+E3dSqfgxX5YUT9tK+5KdytIPMM+eC8yfjoLO/qc8km0Uav3GHfGGh3OVT9Se0b5AczQTaz64sN1+kdKVRi6ugO54JAcSAmqilvTDo2nt/rcg7CALaX8ZjxTtcoWO1kyaIE8lpgZ7CDY/Fsh0tWfZ8oiKoDVWt+qYqrKHd9hVEZcj8YDOpUhJG7JifkdWXORoiZfEioIPeXzcpegyXka6USqlWb47w/2p0kUYU+9MTiC50ZZUrW45dkWWvl0l9oDA+cOo2Xjz/U81VjtMWtTFFdRJBS2+H6CpDTh6QQlq6fD1DroYJUoiNYKHLjEgQfHzbh8Nj9RoQkyMxbbNblc2FsLGjrj8b2sc7AYe8eKssWoxg5mIvRjhi+qmOvcw7uEt/QnR12/s5c8ERiGRDVXnweMU4SLKzl78f4oir2uai2xIC0urcd9MUMuU1SllA/7SR6DDQpDwPGfJEkQQ+tLOAwYiBl39PhdYHFUhXo2HMNbFWXB/Qy5oK32awWS9qLQ97byhWOEk9JAy0zzgxLIoUk7CC9Bk2OncLak0BT5nzi38wkfE3LS/LNbEBiV7K6ZKGUcVrZMP8hBJ6oBpbMahRay8v2UELZzcFdoW6qaPX0XE2OK5tOQsrBHyKkJqhllzhDDl+QdsAQel081YNO0ec+tdJ94OGh8f352v6xC7kSBT7i+Si11T9OWzMBSDG/VA0seUPnrZVZbWxO9s0IBYSOCneakr0g1cDgIgiDlZozQ/sdLWcPdg0CNkAeR+cPzT0PucvRMIizvkWMUnj2rh8PjTwyqCeuZyVZV98tm5czR+asTlj2tFYCTaHI82Kxt41kvAiC9OC4FynLWMgqyKENT28U5vyxWNAnmPEp0EDdGsHcI2BwNA9VJeau86cdTF4SnavgfNoCQYn4gS8u6sG8EsdP58NtofOVKdaK/1v52MbkO9AVZeEUtxISJjxCoTwzyNZj6R5VcTK2oXDCr0mVP9IkT07qTASBgHtqqWKH6glql9x6AbUd8kt168kFp/E4qcUWjrtVxPL4ayDkghYOGWqP1/yq6puP9+upRP4QoEa8hD7utdSi7o+dHwu0VejcBpYAO8gHGNeTSkTK2CIRj7ip450QElfTwrHN11iD3IfsEES8yQ4UA3hVHEU1ghNYkvPG0EcZ1hSmDv+DA16wL0lCuFaO1R8+rq1AAkVDMlLQ8EHUQheomDa8r6ERLTCCuyXQ8M1X5oMzS+8Zs4gNWz03LGeduAgvRIreSs32Opg6IMW3MexlQa73NFTQqEcwbtmmwDXcVhF0jvu56obd5JMX+QRhIySLUTDnNo1Yn3CfF/uqz3ftkWc8KIfsPXb+gnFzKt1oL9bjkNXk4PGnwS1YGh0hqHuMoKTBkzzph9WkzhcyZ0R9+v6IrNZh/fa7nUegAEbFKt7fPa+3jyJTTISDkWsKry14UDP5e6bGcfwxCnPD0gHSD3j6ef285rkIjl1H0fGuZdpuQB+6OHZ1w4fjEhFeoZWNrvXhd9C3Mt4OxDLvAg4hu1ZVyZJrIozjPeGtK+1ufCGcXOiJBrJ7WNO2RXtGJ1S+1qCq1V2DBiz9GkKeYTik3EUcWDD0KGpwAv8JW+nndsZ7qr137X4viPNEDbLuvX5DV9R0WeXRXxBVaAZtzBffgw9r0nJmg/fliGPzkW6ra9n+8J8bE55aCauh0mKeoIQA1H3qIgQmlvfvn9pxPtr800Gn+7MgFmkSGk22z5foBlLkVtJc8liH6BS0U8dagyOSzWHixzdahMIYhNx4BsixhXYUha5WvMXJSrtyGc/Ji0Kz85W+W3lixhOioE9Y5tHzfVfd1RKawJ1MchiFVtMENaFQvQUQ9ELJEuiMlCPbxReHEbyOw3cEEihLt5af2krwHN6mXqaJVh2XvjaFNc6TNSj1oomRyTCGYuuHHemtQtow9jVFMpLsmn78lzk/ytrjZyUGLXDh4R9KdycaQz2EHzLwLBlgqnfAPUI4ZpeW6y+wX0bZlvf1HN06QCZtuaAh4E4z06d5qwMvmi6oUifCTYtSdZXmXDgMnu84zuJiQTbPzsegrkyysrAwDGJIg4UtdLUS5R2vfnn871BldbKHu/mWOuyo49Wp1bcXKeZJtFEPN25RpyAIF+4/DrI31VKGbPTsOEUwbDOr0oaOGvUPKQWlM5cu9ySGavQGjagjnHajm1N5mDpkoFcZrG+kMFgUqKlR1jasgNCcA7GEAjDGwbCf/c+Jz4kv65II8gFC8xGkaS8Q2KiSArvLprmvjnd6lKgW5+/NSHBUz2DHBomlbCIWg8Urs5wGUPQJReTMJXeY2p9a5yP6/xuoDFQFGQfbp8M+8SHm7MCrmkn1zJdZGS0BIcm1ontePmxlM+hdfvM1ERIKLyH6jUSlfWGSnPQeT9mpOEuee83ZXkoCDeC8cfcrklx4avIBrMqttybODAgYQ4dF+F9TsrNUcqDg/w01VZ6Xco+hMQDnnwW0N8zRi+TxGDBrPjyu2zkI+j3zTT1v+txjQl6pCM6jAwjpgvqMOzmHQCqmugaQrZN10NdXMxOfU9SJYZicKdJYdYHlGMfyeaPfJJB59dDp0vNzC6FjSQpNHPRQKH4/zKkz5IxsLh969t+Mj8vDCWEWGTXBzypkIELCR7GjKd91GN0Dx/h3Lc9Swo4NNqisjbkLgCBmguTRcXA8ZfEb3qMWYd6EGV4+0sSzEmS+m1GqqpqzQF0otQaV7gSWxowjGYl8Qv1m/aoj/cwwcZKzInXa2Ss0irI6IjbbTnYQk6HHpPh0a/y1RKlRacZ0tp6GIwVSMUnFjppQ1pI/p+m7FaNykyewgWj0zl7LEzWsDWzeD4C/djxJYAncodu10gJdfudP121DLLF5gLsT2mNc0cxsYuk8hQbstteoaVUhlrmMKUnJ+WZ+wh2Oh+vfO9070zsfokPssAR+bQTcgCbJjBJEQsqTXxdr7NRsd+VrQPSLco+Le9XO4H4q8bvho5j/VQ3z6RrUsHQpFHKtA2xOtn0vBuvW+ISunLY8s1BIDgGupDlSTF54VV4qV28b7MQPWp9XdM9EjBZl82haRgzDEvMXIozYoJ/cznuO/JMmTrdWsb3Eot86l1shDYCuJbN82bkw8/cgFFuriWGT+bNUpONtdALGlNCKMsMw7PVjef2cmuvUMva2OR64pJTt9j8pLxz7uwtN5MQAaKseM6BZYre68YbJVvy7ie3+w85wFXlUQLkea7MxxjmX7f90fEe+kbKZlIjrEY4GhX/yoUN7sEcwToJMmt9IjTPkA+Zkn+WXMIKp53+XIUgGyCYSmkUXsSF7pINTeGRCGOPyfrIU9FyHE1V1cyh5b82403Vm/nOSdxvdOKvLgpohOq5osf1WSOoUzgaLKOnDKjXETX8DuIVHMjAtHEUgC2+zSUieNkCdgTroBJ+qTlGmzNIUa91EOlFTqTPI5CwOEz0OkKwd8IJH1YfPZdWrYTPondFeuObslexigfm4dXcyRV7yvqsPk1n5ebCdIkH/dIofDTpsZ5eZ2jDOch/Z7kq87sHp8GPyjwn462iuM2bFZcVrO6wO+liHpk2x7O/EMluTDaHo34ZwSGgnCVymjJV9ok9lHYVvOBF/gF6nSe0qtk8w9OvEVp7uvhJnV1ydpeYD7e2bnpo5S3qEyCWg84enlAbYaJxgguQ8XgX4pFEbIbfxHk1HHnNnaHLVWISqMce3wBd6qOUPZ4XEaGHdikuPlz8Hig+Okt1yXluqP5JcdYZdYArpoULhqiiLDDG1rwCjzK8NF19Dcc2odHV7gElqmQ99izfNt966fHIGWqSHVbxkatEdGRtdd2OjxTWJAIUL+1NUh2MfiwJpNlJyluKTSl/yZ740Xe+rEha3zWsA2ORYCJ8wSHFcLgrDdbRGSVxPPTpAXCcSyFG0D+AYc2x5ouOTRs0Wv7UlOLYZAnilmTQPXRkGAcgTUbGrJDKa3yFtzw7l4AgP0Ijc155R1csarril0dOFQfDnv2gZC+3DLnVtD61QE+TFjPjt+IVrGEAo5+6b1MVnrIKhw9GLEZIJo2y9eTGRARUIcP47880HUWGVlMywg8soafOcfMYdgSSj4OYx/kXl+BdFMw7nHswqfwH0UOveaZ/jaxxoKkoYmI1QgWZkeSGWtL2UBbFFSSWpi9p2yPhfnHPYTmzMRqGv13u1UZlSbxMO2Tf8aS7q4dibDIbQ4QYrJYokH1SFMITs3XvEz+ieOhKq/4qu/902GX7HmeTagGZw4XJsnCKWyjm617N7FCgpd3dVIS3s/vVtsmFR8qCIAk2dDrJvP+zyMshb7tCraK4EgYQEeCSQkq4/t0qCfFJBeL7/3zp7SSM90W2o1JES77yquBBJm7olSFw8B+KFqr/7q7tbH6tif3zmvWSlO1PkxtBY10crK+IDjqTAiZT420tSAKhQL9JmSbOdz4GbZVfWT8MAmixj7sMQo2bKF8q1edGONWv3KJbkkgf8HqHZHGIYc9Gxjkhod6JdIsupL7zvDNX8g+i4n7yNnbPJhdG/vChcQd3udSCxuYl9CepZDjs7b8Bt/hZfCY7rdeVQlriDhm5QB+iyXT697eqgiR3aliFruoU+ajSK73m4ot4qFHlGW3UJjkSxZ4IDO3W1CI+sXVHfcFihpwUFClYTCrWyTscVPD8vKVaMqLoRj9FSYy7DZqtL/iE+GTiIquR/4oPyBs8z/hQxNTdAA4fFNkECextZa2vT7ykY04CTMuLYAzmz/EFEQqUhWvlHwukm3OCTwfYGbGA06gcM4/oanWsLBDshqBA/ol7EG2fzGo2x5VENFPWpXpqJP8lWwCf2jEBiKugaao86kN/5bSWi/uJnY2OJlRkB2P/PdOUA7urCUJIz6RvOVC/DQq5CjhgNW11OaaQkVO7/vkeQ5yfTXB5N2U+fpS55HPT+IIbC0bI9NdiQjEB2f2FtwX7n9FIF230jMcxAxibIB7+wWylomlRcDkWupDI2iSAsXxFWKbDm1JX6gPcrSuSNClbSxEZcdaqA5S4vHWK4xI/fGLP3WTvzj1WVa93Z3qJL8OtLpNy7tzgGraiIgb5s3TYWGRCPXB4+aSvfazLVPh4xoXXCkql2DT6aPdpjy2k4TxtV2Ut5On/KWR2Z8S+OaHnanhKHVkStCw9jEPgIlGaasXdQvyuTK4246JXGvP9aVUZsDmybv1LNC8u+DbND2xkTDcL5RWsOGO2SnondlmlLTkr/27f9RhKvaob1QVan1exm412bNMjLDmxCLGCuJNbGl+TGPVRoBnQuq0gRj54RxicAF3uxLvHYwOZWrzQOvc7VwL7hIoW/bE4+CYHkGQ2s9I7JUa1VevBPVRFlVbDAkLiYm6KO96IyfpotQNlaFxqnfKo2MQD2O1QM869mbjWenm1HmZddsvVRVcw/g+LE8oEOVD8SDdkvq4Mi3xAA7+AnWynuMcfigQwDFzZeSoUWGUD7XE2uB7y0rjn0LGN3hAeuHcVMTOXKp8185HjJRa0IAkuC+obL37QLBKlvMp2ZlTSebqouhigTkS5aUgY2JhcBDbjLtRJ1ye1DbO9fgnpHwMRMkb3ZSLzGQAyipO8jkHhmyFk+jzCsN+Dw3yY6adfooUDZ6SQq4XHDUJ+zocWMisswUNX7rZ+efRQd9U83crrwoDNoK0GlBOmeJmpSIL0jlUso+YgDyYduOTaBTQ13eu6Q4Ns/zEYI+Ia4Rzkb+4lJnsbalGfogg2WbFtiRCrEqch7DiR6ntV0fKcExDmhrt3rgJcV2V99KDU2ETgnVgR5jFOy+W2XgIjhbrPUM0wZ5KLRKkMRrs5XPw9zCQTvapagqQbB6jV7gthhUiVZauCtWvfavMqnNSqaoNW3DztMKUvp910CDMJtEQfwLU1Keh4hvJzx8GfCCqjgowInUrlnUd0vHA1bqUGPuMy5ZciSOmmJJ79vzMRBkvWHPPoUhWIfUL77Hyv0N0S2kreRetg8rUlzYEjMwrJhnXFxYAtMdGBPBXyR2XZjt/tAwDs4nNR3J9GM69uIfCBdyj4nj6y4s661VXRN8NqAOac7/BIgERAbNAANxbS+5Lv5FmaPVcQRa7NKvC9gUhQ9eUiXFUuGiEqjnMZTfDP7ugu52nl5FgjG4Duq/pbqn7FYYFwAhyZ8k0ZWWWSLXFABMfqDSJEJ9gBOCOAV6WdrLGoTi5gmLV9Fo8/adityh3t8AWbezbJpSMgQkYFgMnxS9NtFBwkVG2KFcO/COSCU4FLnAPzwoVdOEPC4kOPKnjzpQNTwM4xdBpMyeMP72JRmkF498mPLVa1BgFeTkqi5xi5hC5OvSFoHxuHY1r7PDpge4viTfQ47ZAAyG++lgzFz1SVFZx6yYvEhTxSMLFcx3ZW0AAu/D/iYtJm4+JrmyIaxQQMylVamqElea3YgzwYD9qycn29vQUDRoc3YZmqvQlsxMcq1OlzhB9vaT/EQjBZ7gVmv19mUuHPyel/tRSGYngWXqGafQG3ux+/rUioDlY1WAYWX31LW8UDbsoRUE3LeY4HAUQVvR4jAr+gz1JZ3DqyrF2ddil/AU6j9NRILwqDFMHVY1/zTYTGzWeEitxpuiy2C9H3Z2UznbViGytbefEWdbtKfStuhzBvuRTDQZKPQtHGyM2qpm3Sokq3LQFKKZVQRMkDFWqRBAh5CetIviTFFXsQ+jad3MprIGVIAtHXeV+Z/pgd2cg22ci0hC3wKEi/SBuhcF9HDBaTjKSEbJokvbL0T1hYIGz2YLSWN7r9ZVeIwa70bY2kJBBMO5QAwovQ4KfeU5CDsdPR3YPrbs83leP5IrDQyHUgymXtXmPFQqhjnLdzV/sdbiubYLTaQxJZ+BGmcb8zZ1AE/N+6BYXSm3Yucm7mp/s1AeEi6gt1WkXpWjltC+/HFpBQteh/+G61pfvBhOJJRcL5J/rjYPmN4nG2VMOacj0KylzW4iMG24GndLD+334M5KDoKFlAoanQqwj6HObN0vY45zc0+CotQtQ9Z5uHXR0e1iTiFd6ESjJNO61P0yN+MuoB55K1lXT4eWo4fH0aRet3S9hgZ9gbW/858fsgivKSiKPuCqTQWQaVYx0V+I4FEh/EfaTD/ptqBXeTbCEjgro4EdM6QcTZOuwxxEQgVS5PqzTmRPma8o/Q5ldrJY0RW0ZZQmOHpTYUztH0iwCKoG+O+btFL6XEuGjr+MyXVQKZulIPX4VdwvIasuTnCB4SyoAC6hyQ0Sbb+KKdSFF3VV8C0JbPxZfJjQ6Ai1486odNFzbqbdDN5JLJb9YSOCo822hP+iQgt44xDTFNTbPSjSSgRDFB7A8l3d5tWFXMZ1dCCS7hUOSgyUJA6nUzmRybc9boeWXLVyWBOUv9A9JTGzsghtInIW3N6AywgZYQ2bwnqjvPlYrI5BhK12ymxvSsZ7OGh8qhxqt+8PiUT87FcuWSC+9op99IpptaJlfwbo7AeCofEcPvu/WfDKSMP2IEG1omSnxDCwUZufPs0WFWrGwwIWMLMnvnpp33LP6zPsYMJO7VrcsRu2NiMZc6/5ANGZ5rSX0kYq35GYeZeP+5XgezEBwhFoVQSEgpzzKJ5mugImc9HKqh1uSxCtrWA1ykcYPGsCtMAJOA+Q3C1A44RilTl/6o9yDKwYfhDLoyQQLNsvUozZ2v9mFjHERBPgkL1WBvBaDIwZu6kEokAZlfbTfCIrKeCRgfZX50zBj3z/vDIPXyGY4Zu7Q43wRcVsTDR6dgwUnX0NCMnvisGL/zkdZWYDjtq/G+EoXIAXsAmzxY24WvRuOSRcqjW3sNFm4ueBCEwzmv0rLRZB0S3bTYx8y9n6kmkXtKu96CYW9i/K/sqwtYLsQHExeaYBPGuDqw5MSUUFdFGighLs6/6AWPvWrtYkwSXVQGbXrvaaPdM0o8yJb0eNZBole8olmz4Z4cpSkOgxHBr4iosroXZ9whwlr6xTOwXwe3RP6eYDkc1kGV2ivycj3VOrQQydE3aZ2mBu3pdAv5nNwsn5Z60Lwehm0ox2DIPi7RLy9DE2LmNEpWbl2EbTpysbauoy6tUg8AxyBO3Hlocxcx16FaemiBr6kQhIE9lD2o3tX8DxcR+JFFtl0X1x2wxGXAQO9Ms/UWhT3ClhSu6UGs4VZpPbp0wZo8YZljVK5+PY3YSZFuV8eKBFWI3ipSxPxep0q9IHz4NyCZq8tRx07GkWVXSE3Xbc5qpcDjJ0OzsllR2BQVwetbJYK5Mf3C9wXzj4dmJ7j69wmHE9rNMb4EDc9nxXq32ESEmdstBIcjs3c5HLOCxNevJotxKr8ubvXWT1Nlo046eEZj1SiK407QFS+p9RCRKtXeBrbvvibqNt0X8eQTJD2itpQ11mLM19rV8zJ525YEqHXRFpJ7y4/Cdv69xzIHflUKgQGw7D77vgWCniKkfYpLQ5YnzRRx25detUgqPTjuakb78I8cY1aHxXZ+2jIGXQzubfORZfJ/VKK+nkY/H6/r9FW2CAa4/oKRK3gZzI5QOki7X8xd0oRkJKYiSI5S/YlR4NP+F8eocBONzbDcRjrFktu5tR3uU4fC1SxDjfKB9z0wKo6ejCEEorsrb2irhk/gjsjJPKOo0OsEBvLYCCgj+1tQM2TWHdPQXcrbttX6Tp5dyng63rACWMg9TtkCBz+df2q7wSiTYY2LDDLcGl9ONCzumZlbOdTac947YAXKftleqAwnlpbLrKS5kzD0zxJ6NLPChem9Uxp290TQ+dAuBqvrtidhjggF9pzYXtVPa0VpNxHU9+QS3Mb22K2Zd2yRT7AfvtsSQSLcndqI6nOuyqhBf+SAn1aR6CkbiiQCuNOf+2JuoRap9lRBtWXYzKmeeesm4cUegVs1G9VYrAmvdVb/oeNtIYdBhyJendNvUxDhMYZoJJDN7j0co5ER9b1cJgMdsSw1iGoNvKRTzJSM6Ou/y6nD6ZvNWB78higVc0+2zqh32qUPbLq8qADXlKS0aElAdTmGG73CGo+azgt6BmpCCOfL06p3Q2qzu3y5t6nXTZvv85qPeswwAOCDCq/9oWjkkVgDWomZJDaq/VssXsynW5/kRW4POiN4FqPYjYUJYRotBWWiMK0eXxxcycdFlBm4aYfL+7Z2JtGRLPBzDN4GJxtyaEjx5db03PB4TIvVFoFiuac3y8qSsmH70IVdmc/3yCURfjlhfWEhZ49YzKYtbeYa1PoGtkPc83QOpPjIaVI2NlkBEgjw1V36dqhoc61H7AtA/9molMr464VcG096Ialx4Pgbxuhxq3+xjNoXw3go8k8X4yGev7TkqG8AUm9D9FLAGDnvDGb/bZrotlkmR1vM2qz2gWSB3TSRE+7bCSc48rCMtN1OlKy8JYlC//1w1yTrBNtiE8UAYgQisWwWDJTtZv9a5317jtdj9F5oHmvBdFvJgV9k/hS21gl7pCzv22M3dax8JMznwunCxBwkMo5qdcG5aWdD8tg1YO6WD+6L8BRO+eUwxagj0zKaIQNSmfy63qpktQLqNzEXTTgIs83y0GXzd3hF+kah7/89DLCG6CUTeE0OorxGdSPW2EKzOKC0QlB+ud/OSf3Q/QqzEt0uooBFhO/HULxqI5n5wXBikV87DDaZorXgWAh+379GPgI6lQ+WqNNg66JUt4plZODyM/GL9PLvsE3qdAfmaBBqYYv4QO2X56K0FAWkMZfg0etrfuV43NsOCMkGFu9JT+t7Vya3pqJ4z2Y8Mna3kUflfHZ12Y5ZVhKm5dEovWDLFeaSTuFgurJE5S65TLWWoJeDin9HgMBy2gvDq2rXC6jRpmzuoQV38noN2/GOTdRlVR4OsrLfiCKFyylJGSDIvC69zyPJwOtQbigvYbZ0B9xhetYEC3Bdrmy12u9Oiam51kMTE7nyvkf7InrfhNS/QqYIz3rq+b6cO56/kliQaoK/6voXe0upoIxEHcjJFigynziw9MxESivL9+i9WwilGAHG4sWEAPjO+FFA7AOkUqnmhto3Cm/FCwPBAJHdqDQ7OAz7ca+AKP+6vvZUdvTgRWA9FBwafFeWCnJkhvgE2LFt1cWY11SKoiIz8BwgRFhF7k1QltgMAGEwnUV0+V8X51zExdU/mgQCTCOL5T/aLSOYIto1EwKexnDYB1I/O660WjuzH7fzlGeh3UzwrUBR+A+6asAoBdslttJFlXYY67VM/K5D5XQ4H1uLmtkr/fPpRxFRsOMpkONgjSnRQf93qR757bC/+JNry/7ezsfaoNPOv1nfQxw9T8MYm9XLMutBfx5ubJy3cYm+46FcT2YS8KjZPf+JqP6h7d5X2KkE0gU9PIpb0O5Jf0QFzeIKO6kyEZi2426ac5rw7wAF6j7w7SgbMNXbjJhtphWCyRpXUwtAAPpt8F78E3ZIsr1mVoIQitQrf6qrvBNUUnsnf5LF1scD9tMSp2Ibua1qPuoQ40n0xUDo2c/4VJUbzmvZLFYsF1tYt3c5udY5F4yLFGPQndJxdwk8gURMHI9W6igPYTMiuVeveJ++XjbGJ2WgNxIwVitLjSnF8Ut0nqzpFQ4LXsLKqqBzNDsi3WWmwQ1gAaONCSx2UEKcVEcLhm8g4fKwEt7phdwZvsV1evpcHGx7zYW1URJa0JK/5XyFJasGK/89HLh+xvDzTl4b/ENvPz4rjUEUAmgLNUTwhSMypQXgbMEYBM4CZWI0XlNtlmPJfDc3xltYW0qu09uh3xV2jvxvSSRndBtZu5goCtCXeV30blbtwqg7K0LQnWyXA/wI3kfwUa7nJOHy1uiKBZbfFVTLu099OqNDd41ngehgci3MqWbeD2RgVJLY0GfARdtp9IRvpE1g7haVBRL/ntOvMuMLSXhm86ya5UrnxwszyhNJ5SuEpsZz179gjvMJBo/uJV0eKIelZYSPMLhCFJp0GVwZqP68EU8dLE/I9BkoiBf2USYfbQF0GlPa1CxNSrKFIZJb/ybi84A9w7lh45MvZtRiP2rP7RR5WDfjsm98sQoGIZIxrse0cfhZ4fz9hTQ5aeNSvjzLeBg+P+R/MsysZv1qo2vdsAt1mEnaf8ur+7++lBcMK4vVV3dbwi7Lbyf1VVPDiUapkJdZUL9hWX6AJ+8pafNOTral6IBc7bUPxlzBsor758jtK3HEE4qYYh2Pt/SApJXUTKnF8zSzVsD5kIZ4Fbz66B92+xgiG7gOqiAYSoDhuco3KZt2GPuYvcnvsl9vsPzQZ7QT1PdV0ArssJoQFvFyWkcSmYTZvt7pbTwbAMC3AJ/ZMHERC5Sl40ItcytwBgKUfnrOS4Co0amLSBF72pz1C40hEhwVEdIoCHfKI+Od9nP7qMFzI/gqPF2Zgwp06WA9eyYR2uifrc2IT7cKAFwQ9oQVH57R8o1Cm63Z4gIZ1MQ8nF3mkigtBJmte64+UuneuDdxLs4dPuKddVt4tgflAvWs/h+tE/YVP31hpY4Uibmt4nxGe7W4F/0k6y05SIavKzodFu4XfNLMbfHP52kaVhlmnDmpCGW1IkM0mbL4lBB8W14V6Rmv5RKySBwLmqkHMJLpUTBOIW4IzE2HaYyIx0ZurgfU8rPqQZjWqzLOrk6VzcMSPsqqiouDTDhbGtntLB1C8nfKUy4ZaamrgkCyV0Ig6+OPBYWm4nTPRcqrVCsd5HyjERVHIB1Q3VRu8HfoT3zHbki/Afa8ETDgiseIV72k7sBVuK6mbABP7RdLU/eQ7Fv1PWRDb8nx2lc73S5QX2qBe5uudm+hx1/2jeMh7COFicQIRypM09hy7btabJysXefCgstztNQD8BHm2HHxtEZdl3sL6EAP5xhv9U1ucXHbe7/T8/L5F+uiRS4+a5r6N36XnmjGBHWrUwm5LLfg99/Q+BPqrOzGVx7tKgL30byuMoRbDH664AZFJE9sTZ3HuIoHOD70Ux8YO0rJyety37DEaFDLi4Je7mF0qUKvTdCZsVhzEqQFT/C6SF1QURil0cqV/QxcDjIVjvsYPr1O1Qmt78EQslh94AQ6oTfUjjN3HID/lVoXUv2GP5qJ/SGHm7vNG+WNSxruf+b+gZ3KmdOMa4ZNc4DJoKR+SqKv80y5M3QjqUtiOOXJbvibOa7n+aULmL7CngXdm+E5F1hTXY1H4n8whH+v1vMiEm+Tg/PV1t019v7iOXARDZCvbrAP9g1srCKGoKQEU24bP7pyhgZmp4ngN/X9wgwJP/tYaSV4cqGHmQu1u7sBabsrutIzGOGivUMTqFsfCj+8kVs6++vpiBY9oYAzkFA8dO6lXwgifcdHD667yWWYwqZoZO38FX0GeILLg3ezX7dZ2pkfdnQoNB23emC1/KaYZ4nofhCJC0e6oIVA+osQdnHaBYJI3I9RZbVtsqjSCf+PQZZH6O05fD5i0fPfQE96j2VE2qOs2bRdOfpUWAuqryiGpj38RgysKij3eukmxsk+gAupMqfeYAC+vmFf8x3OqGgoOBynHoVOPHsqWwzK8b01UkikIMzslxAr3oOmU5R/H+LwFtJSyq+z9/DEYP5eJ2nIkso7QiMfdDOQugo34j455mE8PXexugrPxDMc14wEP/35TfOa8pkXAMHbFDov9gU8Z3AxscBJsmWLsxZ60lGVIbD1VlI/f4+w019HiymyVOZFabZ4MvKAJ0b/wg5sGecG41H4tExXL3iDuEXpZaDGRz/GR1AjxcxznXBlNAMpoQSYFP97mpZaYfiIJ2KvppCRh4ZDuyfv1Tz6r0v9P9K1utO6WkF81XTycMznCX3DsTPDjY8/qcivV7pBC2X2t5Ft02yoO4UpYg40dS2Q9FKP0aMUQpdcQ6rZoWUw31Os9xejgMQstAXX++7LEs5nyvU5v5JPUMGj3p+zXQA5SdtTKHVlqH/sH+kzhNtZ+QoguckI7fARoUaOIvYmyJqmAAwg1NH3T/QMyMzmXgO9SYeX/lJv4mUiRk2YyA43Weq7zTbb1iZxKK/y0BXnXn0wOZ7HOPY49WPSjaQDTZH6pqVNywfwcGjSvpCaR6AQ6DkCidgu/lmoSfsfbpl8UrJ6yAJctXIfbsXrBwBt7hWH5iIHespGiaIRw125p3MneMDhJBWQT9IyQaK9gYUX/7k0ESE0shTiG9PK/LELYiJGlGmuugbIaMFWmfW3rxdTTxlaPL1vSLmvPNAiwng9G/bw4iOi8MZNsN2yfhG3PvQLlHsTK8S8SYIt40kqIiCyoAg6WjPTDQV10SUjUszhABD1dk10szpvCf2Ciz+VmU7xyZhjs/NYZpkoALYJ+J2H+3XNEEiKPZXSOGE4I706z95t1hBpqEDhJ1IrX+9OC41O41kjTHtZPgwpNSmtSozQyrk8cRWIwbzkk8mVUHP3EXHrPH1REZt5YU8CJ0cVp2vaW3xsdKcYd5TFYUtywER74/dbQpllXtScYo8YFnqv9ZmKS1HjaCON8NXnI335+JD2PuP2swGLZw63ir6bCCp/vmQKBYGNsSPDTpaG++9zvUEVHVXx6DYumxS4ZNLtMToXtvdBla6GCdYW77gFsjPjDnW6R2jUtVBj39nkVW7GuOej8QNp9439DvnUI7yJP2v6tzRc53GxKRImQuYKaqB/PbiEElUdIBZHeQ7LAJLK7OFrxNfIyrVBha491xo1dblhb4KfXQL5x4aXpb/Hc1/KGEXKVOGfC+wqYeyZbb4Ewn1dNfPggD9phgmRpV7IanFKBp1WwxNy/9O86yeTB8MgRivSmbH03iPzc2hnltdURVo3tBRD4u0yYgprajf/Qky/uATMu3mdmr7jSY0tQfmYNHHgGYBeCKniQ1YKmSLBmDhYogaCWiugnzVoVz7Dhig41DqLZp3RbSRHoolz7voM3oJgLgoXo7PHgdZXvVCxbmckiBNz0vGXLP5jAdnIkG94kQZnS4LaURmNFrV4l084Fgv2YzplUNVDQtBweIMQFrlD8XGZNiKXPWJEwikZLxhi+FuTItauneGAySbCBnMPa7brqPdGUbWHg60Kstvd8iQhJLuG0nXwimuz8JTkzI+CM6JoVEbPypMKo6K/OhUiGzEy9zVLD2gdkBzefSSyzXnJ96rJn1E0Zf/k17Csy16BViPYSSd3H1etLWFLZiOkcyxolEOL34flBkfO0O4xqLupz/caAFT77O6rOiRO6CHFWRh7UTD/tLQjl5085Agayfb3ujcBgLXeFZKDuBOPRTTloFQhm1hqlH/fjeByjrD9to/LBBN1BdxQgF1k2P0sLlVoY5v5EhlbwRUCpLDeCgMJJlUjh3Pp92DmEf90K4ejEEvYHWjFyHoWNrH0K4aZBZK200x51PiDD74De39kYs3+buK/n/rxUYgKHSG6vSL6OGu3dr3z7EIR9X16g86gg91gv/d8PtxgY+DJHUD9wMOMQ7jsBdLJ6ckUHSgEpoYwv9gTOzZ1vB/czllPnHiVvuFsqqqXZGCcAu/0hGOGU3hJNi+BetV/7ZzG1HjjuuWTj+Js9HE+R3KISq3n8yPQ7gz7L9SllXWQ09PARTF7ma+E+iPB348xJyWXCLw66ou2MQGz3asAvB6qdxZS2Dm2tqjWVX4AX0/d5g1fl1Zgkl/QLuX+jyr5YxRnqb/4SdK8DLDXMRjZ0z0D59mY+pgZVlDmfz9NwY+tCtQ/UHzg37+eG2oXCjmFMX7NikppBRQvG7pCOVmYKqT38acuoJL9/NsdFHsddjld1PeTlLDji6xLWac+B/QSt1iN7HUxqi0mc+uE/RhttTn69r6xQgdQSAyJmD2rxBUyI8Xmv574+QtOWNJ6yMUKsgcof9tmISIPLd9UfR3hlAoHhf1LfBbHS1JTeziHSmPYVDqLl420hZxV4bZtVfdPoAD18uDPSeuFeMU3tgbnS4/g3z6xocQAx20hhfS3y6KvM3uUk407fi4yC14klRNfguid1kEY0yocKXYW7l25MZLtuMIZzFPLi9gs/LgYvIeM10XwNGdI18b+lGmBSdp8zQLAQjuo/CWrYT8aiJbjG/yZU643ewCC3gUNgrQ/ilKKlosbpfUuijt8NYAyuEMaAT8EuWXPw6pHI9/fXfzLCOhTCTo47jIPdImtM0KQa9rYXEp5k5bjIsJ0yB1m6d/vjCTnzEY2xVWoH2DYm1JQbFNKExBCjMWj0YXcag/IxTRm/iYFCLnomgnscVLLWlCh9Jy3+TQR9RU5mwfTUMiAYuMawe3m/gHMFeR3mRamVGy97Y28PUBJpnzGTtHeoKq3BwSwTPUFtEwrgCTEHSzeQ+Oaaa/IRn+sye4OLGARzlX3KaStMJdVDwBfOixyZDv4YtjfAGA0Tnz2dLZrA+iePiS+VHED1XWdc5WTaerZnJUVmlsFQZnXIFB7AYM+QEDgYBPH9BsYUepIsOiTKzUZhJffpkbufBmm94AyfgFwaFlwMMVNpboL0p3hUrluMYOe8F79DPmtg0ncxBKgsVOTPmS+XtJyh9wMi4WUB6yuYQAM66lbxuIiReU/ZXmpx3WxMJ4BoY4WKKIEweHz4gM+EOl+zglRPyGhB741PQHLWhrY5Sal4Jws6c7GyOGK0HgLf40ISjPupK7X7l6A18lyQDczcrLEPRs0gtJ+7iAveFN3J/u4emBTbk07/qXMTEDWZaRd/wL8XxtQhi6nj8vI1edL/5ha7zZnMpNW7UT4jqXuwHSgr30tdgujB45S6d77bUYfpBQv5oBD8IJaNa4C2OYVIXBR1t/3OrSlK3qYwStlyqjugM8qkTdSqzY+nZ/G+8uOm9+CfZSQK+Gpi80YqrCCcdzAVIc6z1+tbfa93/MjTg1/UeSN3u0Kk9LXRAvvD/n3kwDWYmXh/K0Xs53/6pekil7DYZxaH6MYgzRToJVVsL/apONZ4IojBeGl21AF/FpB+oDyXLHNELbW5DTbCNz9garOX2Lo3IhTUEuyQ9YCErK6FEGUaVje53k2oIeCq4M60pT9QVGUNEhABdaFkfLAzC6mvW23Z9gnjhm42JB/ux3A8sIZ0Qd5kMAo5lmKHtfEms0pZExBRegGzk0DQ/gVEzpL5zjYDpq2wQyDf4xcfs/MIDNHwlf0zozAE3r5nsRPBnlmMw+yglectagxIRP9z9dWu3Q5LimyxFCME7bT7hNPjW0HIKqjUFqLNLB7KPGl69uNzvzxeioMMHvyApiJTDwbbZGCZ5HIm1l2P3T0b3sbvYEgV61zMuJ/O4Z9iXMnIWPygfC4H8k9j37oDOmAK2UzxvRGwMUEF+BrqKKq4sFa53EUi5GY0KZREdyB26TpbX2/JNEzfIHMuLjqbzScpWR976D6BbLuUKKNsqB9ZALhXMPxYbCuZFR5hkco1Yfzf5AWz73tu3tOEVKSnVkjFmIdljoA4ViW8b6ofjB6I+xsomIGTGQ9RqvVgVuJsXHAMLzLi/fqgLL4oPv8eMk0jzkBiy0Es/tmjNGeQllHMCRwPoefRSYXGljmaOxzOlswW9qo8k/UYnQL1IuQbUyFz/uCkjtg8Cg7Gy+OtHIq8v+JrY6oW3o0Y6q0Ypo9DWl1aD602nfB9MJHJfp+RkkK8GjGSXQqIMRzPLfFlpb0Knmjwzl+h3vXrgDrO1NeIl3arfcoSCngwwhMUwz4s0c4PC0oymx7h0erOBju2J4LmZMdgZ+F4MgAp+75u95CQSmfEwH6wdidzYJ+kLGxjtLx4yBlGanTBc382DV5rZpUSj2rQl1DoIVNRF7ioiQA1woNovUEi42NTPkWwj+BsFoUGjcP66+UxoNa3mD7kzRfoWLfuGdisM1geBn5ADH152f3c0qv+P4LOZbUiXAUGDPFjmxGDtf3VEuBWgiyUanCMjcxOJJqFEp8BJlVyFnHEeW0nlb9h6Qtgayhydz7na4t+/7b/+u35pXSyeJoDeciwNropAqFcddEZB8IeL1wXANkz+mCsWJt36HZ7H/hBs2347Q3Cvz19SMrMmq6DHEPsBZzoZogH1gcQM7jFj5b0O5YQ25F4zsJh5xg/POFgJrwHYktlhcQHEjh7rfR6DrnqV3IVZY/cHsUCUSdEqlds5l9UFzgpZIi+qpnJhwaS9khJiPvO+rtraA99mYJHl3MGhwd0fuGg86IY8/DzDbMgeBjBv0JER2U4DnK5EYtzkZEfy7z1SZqyce8W46AkBvQuS4r/ARYNc5MqTwIUo1jH0krhqNzzvrcVPbmqT1Nub2djWJoCB3rPFGFWnCIHdfg8me7TBwA3yYMOegn74CB0koCCUj+PKwP22Wg1dnMnaybuZt0rNFeQ4EcvyZ+zf7gx02lWod9hGBn+jYFXDCKP0rqVJyulXRc3LxdX3v7a3yg3xXiw2gtbv57TaOJuOcnR/ryHRv745PNMaHHrZYYvpL3sIOs28CievVa23Ch67PhHlrpXuTD80Q8NTbihSh/lPxNOG15AigN8k3rv4jUSw6VCigBkrYKtuEvJuJHTzs1v3dv2zSsVMc5exy5dLCI7StKYitWPqwr0LM/eYB49Z///9qIZupdzRrX+OzMKDcjU0D3plOuUwXCrO6N0tPYnKbNNnQIBrFqESPVc3LEXfWKorKkAJ6E8imCaXEQ2Il1pmSHEWb2G8zHLHgsVwzmK8ejXVwgKqzKLyFaLOrZx9gv5oV5xuAca8Ji5LDMzz2xQKMP/xrzSjncPvgnxHY6EgXWUfqUybjzDfxbUIMBSN1jln82Vp/2xpAIKDqDE/+pyWfgTw1MbAnZnhdVWznawFE+DJUAd4rwYc5fqo8RKM5VfISDXhDyUAv5I7mw/cwxH5erqafkn1XLs8SK9cuKdpqdvNb6oLhUQd+MIKp84Ux44EPWHgmztqLcmUrG7NyzjfZXo2M6GBmI+IJOMWZYbjEVcnstIEQiYQMSX78KsT1U1R7vRnXehCRa77JNlCn7QGAa2CujMnItxDTypSohChD3IGwzGCSwYtkzyKNEUsEEr75qzNpJjNhMDTLbxvF1fkWJSVvvrjiGofixeIVMxxDQapjV1+n4bdegDEYYU4iO2wSj49BY4wavIJHabt+uRz0R6NwqTTsmMqYWtb/qZRl2TzIWO4QEHBYMKhz9pl8lx54rMiqnEjDV9YFOpHT6vx8CMfVlR0op2rwwtZJ897si/D+PSSyE2F8evmkNViK7giDE+MwoLPwKS6ABiQFqF/PvozTzUj8T22UnGpKnmB62cMGL/8IKKfSCdAMu/+Wn2UFJ8uA7hx0DiovBgOBIWWob4Jgo6A/I5y+yaErUqsIUWZPTnyEcokbihfT3zqSqDsiGBS1130TS3daeHffEH48gOR5H2YLcqawtwkGP7PYJa6KO+IjtNQlps39IInI1V7Pf/27QRWi/5uEAtkJBvGhy0lRb1HroVXIsaXgjg2DLooW3iOomQYSGuzK1eycNX9yH1NhxDjhtA9q00nVP/ZMCo6j0QRwdCgSKnPKS7w6QFboCIKq6S9jbRcX6D36J6F9Kaq/SU0dr5m9NsytqS32aahMd/Ih1G+TN/fF373bQ+E3bTg4PZXEP/COveL0DXfE61jymYWFH5ymjzacgVQ3qhO2Gf/SEVAucUP8pZiJxTfOC+JtqtpxeUGlCPqSZGCR3dBAWEdOKTyuwICjgiiQlLD93ox7glkdtI4rNuoB3wCkqCRSBqHMtYMOPGU+q4zWhoNFhAKrBbpmBXqW0heQhXOuIYF+Mt0cg4RG8+P37a1/w9nuebLzvms993czFRxSCN+QweM+0MZPpWPnUqPcBT7f0fmIX823w0Vk1cDYg/qsv8Q7pgAIypn7/uheA7Q+UuWvX4zrJaVYs9SjmhqFsXCH/5NqD9bPGLDIlGyDxXOurTwBfG0VUbjsGZq36Sw+zPesY6jDk/GYirSoSnmi2iqrvtExugvBLNDeA1pnhD5/BVrcRrN+2kW811JefWom1ImlqJUJamCiMc9k5DNsN0fjjz+pnA85HsYgSUMI3nLRIJkKj+E8g1NCJOc/ppB9RN3Xb77oVgZM7IrLPYRe6+oS1V8zpCmJiZ76uIlGT1RB4S7zgHlTfVYf4IrO/ss1F/JjtZAHK6IFsBIjfetBNxPRtXdFHvZ8RHKP4X1qktxIh/UP7nMfFowa9PlwJayRsn8w2rqb8Rh2eecRsHuwAOX3P9KYwUCy/IEuIl1Q7P6ahXuviQcKVeTuGM4WgtHqiIn2eOBRwMqcD/vgh+BW7UXITVHjH+4Cgay6QOe0M1BPtje4hSBxJCtJaQAZT8TpNUmM+cnbC7Z3LV/nUOgpSL1+bpB0dF0A4eN+CP5IR4gBmn3Bt5RCKUQfB1Tvc2307bFle4v8PI6fjIrSilp9o+dLCKYgDLK5CS+e1Y8XzGxrSn2MDsVZkhlYf21h7yP53K/RkN5zXwRrcyNX38Lc2AP5tRQ6jxMHlrPv2AfDNPQ22+Q8oYXkuCkVFiofAqNsd+Up32JG/4Wa3PMpwEmumCFVPwPflqc6BdKHHXhJF3meTyh/RxZv6h47nNMc9Ptqtdg2QXcAXqDhNiLSfBII9cv1R2wc0/bxFJ5P/v0DgpRzaGOeG8v5DXJfPG6EGV0v5N0nyqTDUDwKfvOpDOfDLkIjCjapdrVdoN3aGHIm4f0te4zrOzo3ZLxeK1vwdUgKe00XfiQpytxL6skwGHo6Fqf7GqzcAT+s4ad1IC8gHp4MLK+kHp+WLWH9gmqakCtRWznV6SboX/qvxOVkuvCrpWIbJJAWMgcmlLsTF6+2RGtAKuqIdLWuXKrMO3usLXGPfvrpBPFFcueOwSMi659/1QiKr08l27jNdpdcC5B0FkxpeHlnJBgYtjgZbljzG20F+goGiiRAorQRURRSqKEMpO4Sf8PfuxtnkIPkLJ1q8qZochVeQx6yQtahV/9T/PRF8zRoBv7fLRDxai79oCrU4oFh6TlC70p6uUzl73STeJQJsRPOQWBl8pScxA43Z7MpeFnaGUIDJhFAHgqJuI8Z0wZ18CM+KZd1nQZ1nbdm2nbfq3g1c2ZK6ZpN+sBA8L7xE1lj3OGouT44fnfUf4H5y1iaOi+hJT72TfLUwiJlzGX1yQY7idd9/+YsQj+je+f0tPUdzOZxjWjtxo8/vEptUjUt0RupYB6uZQcoEwBzuKzcbOdmYo8JlNZvB50F4FzKtyxFjrd96elJO1tSJQ6FYw+4TWiaPt/TB6G/rCza1lRt9nxG9xb561z+zy+q0k+lE1m7Zj1iSJvnR4T96ORGWvVg1zXZCQtJIFdeezg0t7LnhmuKWjF38ni9nGzp8e3Ov/iv/zwguKtXPfHS1SRE/Y0LOl6QAc3aXiHqoSU2ZuI9wqwBfrHcj+wkzTtfv0eAjndAcsmwVoHCU7ajntMdaz0EtO3Ln7hyYJnucSHTDjboi9zFYd05mTf7q+cmr/qkJHTiOWWCEOGBLArK/XHyvgmCMhRPEfWybynZu6sqJhA7XoQdtJljedTiU0zOVshlHRMrnV9EHKpqeZQFleFMi2BbIGKWpsUFOMSHLhq4GwTMJZmfVjUYNPZhjtJMuU17PC4+10ithhGwztAGhFMqO0B7WqnPHkRJfq0Jgp8H3xwJPPac8d6z9Jb0BKDz7Qf2M1LN6kuQBKV02mcBVRPpnyl1U2cicdBqCromas3nnU68fKG1an1mGW3dxUgHAwIILQgko5pCnLIUnbKS/moWizazOYMu9Vr5JRuLHQBW+oBOLlBu2yjcDbyCyB6XjvjZ265CcLy/mPFyHB8z6NbEEgLUNVQWHq7p3fiS9JHzrku6Kd7KtS+SJPWP2FxBoEda4RW3vEb+pz8Sf/N+CbYApLxksE7WSjS/OHiTVgGgjwBcM2EWULAs2cUxgkTsPOp3jcM+NydF/5/8XJFnEZq3bFNU4NCp8kcWwxtLNjieT470kZ1NxWGOxyfeEFZQQHGgbAugFcbyegFIKSWOX1QdQ48+TJVzGuDGa1S04b4BDZyCDc8vWnkL4YbvtX+qLb3CKf9/oiCMhwsw3XVuWS81fonlmT15F61hPPBW9P+HrJwnY+RhtivlzFZ9wiw5RJe8mZcHdjWBbAIkOaqB4UwfjG+7SCaPCM+PihhJoS2UFSwxkaxQHRnu5wGg4Bqh5uW78cEXtnwHUxmGK3itAoW6Xl0FGqhfr0ywLOfQgOf8ObQi4ZRGClo4IOMuYmlHGU2BC+ksRz2b0NTRh+GpZUce2CsMlPJoWtGAYaBbHTekNofMvhFzX9Tdyxg8weRkg2HcOhEM+BfVrbWIifkrY/86l/svIXDapgCO3k6egbGUCK0koo7S0AewDf3QMsqc7X3tdnsCKUi2m9WEJqWNc5qr36zweEGSkn30gP/sjlzo8rnehMS+2Xq8AOynBbESlSCKGBg2Vd3t5NlYklj7rksD+G2FHDUPkkJbqBLsfT8X8fXEmgzCuSf94UCc2ljPgtb4I+tdYLz+St/EOYIDJK+NjirDs3hnulv9lHHUuGD3Q+HUFFz7hFlu1DLs8lKVIp9L7L7I5r0o3fw1Avmux/RyehK4LJFwk9bl40LV8MU3NeAXpkKZ01UTpc1a6U6mko/KZu1OtrLNOUhHgugk8NBwbEC6VoBoOZ/vTrUCaboF4uXoBpicu+Y2TR/aNiUX1XzRFd3d4bZgUrB/gDxA7Me5CSH0jYu2wA63zdCulgwSYPiPW41W/kpvvQpUPl/1gIUK1xVek+RGDOV+HvK19ep6YWpHY+MJJz8Hk7SQKL+gZmB2frULGqt0AL8lKBj1IfPOhFQZvXfN/92N6fqbOXoorvanUMmdHdtY2SxyAU3SolSdOBIt5J6DeMuX5UunIqj/7j8CiC/bWlvzqXQzBTl9hcAefTJyyggDQZtRczcDY4jIeR3qJt8v5LJu88dDr/c9uxg0m0fartqe6qqG2PfgNz46+FXs/F4Pl2u+dCx4Z4ytdTXA1kNum/auS32I3C+eAoJBTs8MwC3qWsnYGBellpAzNLICtR6GiRLbwKPPMX/JtJwTJJ4CwI7h/d7I3ZBIVimgzgnhhagmK4jK7oiAYq4poG2v87wbRc03thUC2PfDUARrXmMGyARUhsLp9ji2/oaYlndFiwS0DEkQlI0JHJGr/kGxWCHkG/xZhI9iqyM6B7m3oHk/RH26/pF/h0DmFxvoFgXbA3cN8/oQAheUU5ytA5v/xIf5dklDa2KU/CIpIBHjLLLCyu5pSyWPe33/c7cufz4rWwWZmZGuLdo2MMTzDY1lKY6AKhRhjtgcEXH+VJt4BWGlUHxrny1Vag2SuAtCtC68VdTiiVL/6iFx9k05VMk+rqBWX+RdjcbHivIprpdiQpiq/aS0AIgofDkaCXlajv15/uKaN8clw4jN02+kY76M7kezuQsr1Et3U6p+mKB1IocXUEVRi7CHbnw3CpX6sp5l0HJT2B9fVJoZywcPreOzQTGdgPP4bZSyRwCKLWvIKPN1TifT1o2ZpS2GWWI8e1eFOS45Gm0kjtY2X3rWO7amzcgYTNionYUSQ6mpxSzfc4wn5yfus5TeBotSs8LCiUoCxcn+Wp97lZkNe9tHLV0Mb++0cgmCL0P0b6F3CxrwHGafmiu21Lw/vND+YiZ4uHRCR1Bq4yxqjfuDqiT0ax7ow2INOIU9GHp0IEtVU3OhO2wGwi1HJku+QnnVr9lRXsk1Chh+c1sWBcZLMrcJQNi4pSsTmmfw4MUJXNbvlhySTEzTs1URcTiBcZzoF81/nOWzxqBJSm2f1SOq0VLx6Ruzi1BjBgnU53xx0jxC0V227VvTUIjgl2sdxKLkoGjm7UYxTx+1cDSsp9YGOHOxVzJlMNS6yK+uToLKQ8b3zcTott7ZG44OCS9oLmp6xwX4mSpnVRqTZVc0r0enJA1NWNCYA02uBd+4tnZrSUhmEjqUKoc1iCA2rvDubRCZDUTZ5GAud9bqKpbNk0SKbfArFWgEhc2N/P5ale0AElx7KV1g6JeY2ndC3XYScPvYCYIeqZsLhIlQWkTqq8bMgkNua3djpd3Rt6w0m/ewccmJRrF4Zb1/cGC/HQ8kFosg7Tn6i6nH9gmH2BeyRZhamBkt2ywPBzXB5pQoHAnew4IPSueXT+0oQOHhWiTci105a19SjDWV/IKrGMYmMf1idWfLX8wFSrs9tQWpydzXrWNVnjdzC03qW8/w92dSpGtZqge1vMGWxCfeQTfjW9BeIJnSwlkg7GL4escNl5SZQW3yBdJGOH5c5JBtI6k0BYsyXpBQ/uD/AJQIOKfqpOSiDZrpeYKxPxaCASKQKbFcJODY7037SW4awrb4aGuKIXnHxuecfdFRmxarzRc6ID2+vM3yEU9Gp7OylyjnAkojID5dM5sS4pA78Ed9oLSq6EjPvJ3sX5ZO6XtQpOiNdEmlN619z31Ijd+a8Z1aNTeVsqVivi2eNdf2mDgA7c51KjtoJJQovjouiY+KMDJESzX8kMx+yYsWRmeTuST96rwlTb2d2MqqpzoPA0VrY1XsZDjCyLsgJaENMuNtBSq6y6j0y+q7IbNkZBgrbIQHgenX1IaURbTVGhjzmfaPxTwTX3pMI3rYIEuR5Hjg5+grUJ6AxjAeTMGCD74WXpPhnRzl0U0VxcYHQ6yPvX4ubtG0nrM66JqoulmoOkElZoF+yrVJtTG8dmWd3ZLk9Pt1KiFQjVkExPdLEOESstjRzG9No0rZeGSI3rV9+87EOiNlJEbDYDTfAcp214B3nNxkqwVjgC6MS5H+ghmunXv/LVk0UDhpMyCNNS0IqYp3sMHe5nKnA6ZEp1gLdOUk6Aos961E6LSnZkoSsfeqfW4GZP7UtyJL+LTABTZNvDXQsWCw2/VQ2JiDtdWUlwWjwzBTwDI01HrVGu6LhUsscOzXaWWFUWKQYLo7MC/RWeGcZSCOVDY8X5Ps/6OcmLNn/BKavwNq6ZRIuPCD0SkWMV5obi6gEFHkMSO1mEEt+GN2cJ1V3TI+q/rydEAT9KJh+ZrbUhBeyFkxEsES7/pPgiaOxwirRxF8L1l3APjZXVOCtyS++N1arVBGn3zSit+WcG/hp8n7LHk5NRPG0mxf+MPeqGEM1oBAMMEdTKm9zb+8xgANOZXMg1NgIMHibRTRzbWc4OCP1vSxSgDz/OaHAlev/C06doY/Zd/a2CgG6k5vlXX4dI9tm8smMhZjmsPnGaOYrIcMrOUfYYZvHkEfZsv1RapW9haS0vBsspsSckDPZ2nlrqQJkmaU3fLYMWwvtAVfpcWCtPpo5VZ5v/5ubgO+zoRy0ZGeDjOZP3qcjqQzK8MUkmjj4nqMdc4tZ0RmEU2Jx5CxdQC+OOYyPz/vnLKZUxJajN9YeL66OHuPMhcobWh2GkDmdadJCczlUzL3Le8o8v8/58ZBKGjvDjkRT8MkjsCPgzELA+8IgawtZuSgyBWopeIivUuZ0fdimnrx+/bhyLJfgd6IRVeojD++pfjUEbcYVrlxix2/098gYW9WRp1q1NB8rRJ2fuj7FR2ckz0+siF+ZUfPKix7yWD6P8il5/H7KlVfn3nGwlG/CB9q1hj/VMwC+IXCR7Zxla1F9GxX4Y6wbG7DlkP/Ml/h4FDre2iDqALBz0PE2/V4k648oG/riMEofBf6meulUYRV2KvGOXZ3zw1nrSU/sscEU9KVBG5/Aubt9ldCr5+ssQ46youqP6HT3GPvxYLDME/mWXtL96wp96aRCAFhbKnwwbkXRJ0DQufsPTdi08V7XxbhOqwRyyBJ+kpP+rwtpciDbaKzfHQfvsMoVi/erXLeTp2tJtgjpGf3zPXDvwkhLX27rQiqp/TqtIsRT1WepvVCYSTlLauSO5Yn7xp7536DXhID76pmlrOwVoO3/Jl4HgW0AJbHW4wRfcwqqiaVcxcRVJBXdQVR9dRZHWvd6PZqFrKAUcsgHm0XY1LnZ5E4UpH7aFbpSwoy7d9KNfUI7Rg1O/Tg+ADktLJ8s3Gr4NyGRNaKve/3mObOcTRyYq67cl2pMK16FJxC7g3UXAfVgd7gU5vJskWCa6sA6oo25CrNwiD7wf/aqZIqI+1XxAVcy31Ob6SD7MSCJQd4oFM9F3uRBw8xjMIGb2fYqBDJZb3Vxj0myS0IwGz9fLW9xeTq36Sh+o666s0RgHLRDmdIjJMKkss0cT04fXwI0cNVv5NmwxTFz8ZdgM82L7WLmZigQhDOrpcNLd9YT69+vVrNNrRiCw/SF6aak6ztZAmnCAqfqH9kcc0hiKHByRblcDGyz5InzkPwcmowRJsq5FFWybpE3IxJUTfjPQT0YYRreypjAq7XBmwAIVFlISmhyGj5hFeMGIRHBmmwN67CErEY6Qkv50asvxGBjjT5xD2m0tSH3qcXs8rlHsCOeJCIKAT1bONTxsuP9raYYt9rF1z7ct4W9eX0U11MWqWQSNYTEX85j9K5rg9oKeOi7ChgYZCPI7ePqjeNpz6BUlaj1PfvmbsmzFR7T5LyMuJOtwew8YxFNN20UnXQE1EjhaguHZi+71rn5rj1VphY6aLYmCWDJbteJbmYy2C0uhhj7J+I5N9ukf4Mw9mSfSYpeaLIpUBfHBukDH0EkASDfvH9fnGTUn9rmJGpCjwNfQSHvfvZ43R3uFwehlo8yXLRWWRURu9rS2zAeO6rJv8aYfzXrUb9Z3gsaGErzB/tIVW9IFns/b1fIgqDTWWFqu2DHo3IiSLjO226GLN0IuzcywZNsSATeqM9d5U74v5jwUNq4TvOZ3bP0Z05l27MF00Zk9UAj2dPpVaKhQO5VmgWpCm8ThZXG9jbQxkh5Xqqb0xeRUkhD1oNcH6V/URoUUfDhqehOsTL8moaTp3Pk97Ds1JapwhmfV7k7gOtM9HZZL/d1dVjHXtitRfZo40B5Q4RR1FZfL6tlm/RcAqUc0BgXVokamXMlTaHPOSSUJYNfBv/D0Ig6wqIFHqWzBNZzs1sbU4upNEwIVUKGHq2p4goCPvM4P2d6fkJXQP+8WMVCqWRW9FECecNMJCCtNG4eYe1RKdCHa5t4yaLDp4Uh5znxIc8WAjyMbLNm2YWBXzK3miMq26tEKRtng+/hTpBX0+oRo4sIUXcUJrAuvw3tapOZCvnl1mfDioCN7zsbNDE1XhUDcI8TqltVufzEY9Lik68ZKuPr6/bhjUGcTxJEORAKVaTQJHYdDNHuVHAYZti4XmGvElnjcu9sGavUr8V+q7gSs5l/yu4sPH45S3c9kf6F+yZua+ppv1OwgdFpBH81BRQnNqQZpVOklOREtdteYUAJr39C6DAOMBIE6lF14xKKmkrZ5I40GWdFL6KHPnfexSH5vBTPd73J5RESOebALMhiigN8JoXxiTVH0T5AbWU/a1pq9KRxfFKb2tQGiBQKHh3NLgfF1bStGYRAAgLybh+FeILEog2uqDdDufDfnKR4GWNeKcCsMTtQQUnGjqqhq2u79eN/Wc0W/YD6Nry5HGOcZNy3hYycBHqyYqmdbAmqdGL2xu7Q/28kVgdIvc4tdKPQdOKZgHYaFsE+4FWR6LLGdnVO4rcfWV2cIsY9eGvJZstXUGih3lNlqAfUrKt+vp8+y7Nx1X+v1Gf7oeOTe4jFFyZmVz+OIOEdg5XsN/Nh6YUm4O/gP5XuJjsQ9Px/m7mSCt3lGwMQFcxrc8QjOA6/KrZS2jo98/XY7ViexTh75FRl0OhmySi45461I1w9lnAN47whlDz8bKaqzu5VQmAiFh+Srz4IV/OdpGP3t+UfBGAzNqRWocs5KZ3RMbtnAF+dDRTXFsOnnNAwA4kPLjchLHNF6K4f/2Xcvo0Evel9/82fOYP+CiMuPIN8CcNuCh9QtFyGtnSm8YAuNgNj4Zx3v1zCrK0cuf8S3D6exdSPiuXaU+qUA8xbfEARfDbZNh+U/sOQEojgDdWhpcNQgT5JHHFTEBe/tqI64nTAQAJbw5yABPZRNa2a6rroc0cilEoouaJTdLebN3BqoDn6IkLSbMpXz7dAHDeAYK6wQR7/b0+jonk8fHqzGjpJnGi8iAM9U0/p3vLnW1kYnI5oSCCyF8Ngc50EaFdS0YnngyHJCLf6d0lcimVVsOnLceiYhs9C3bLvom7h6ejoHmQ4NI9apKffFoTS82d1UJ8AgTuMsfYg+EM6DmT/xB8e7aIMGoTOdI4XlOB/bQvQUfOiyS2MXYSLOPkPQwyihkvxrAX+Lyed+auB0y/CJMZG71lEh/nrRb2qjdMugBrQzTY2/gCk+7iodRVZFGdM0HUP7/j733apMMaBSdgI3NslR51pCqvBLybmbLHYTwuu8WNmCZOHzTohj9jDpeBCP0wEiMqR/NURbADICnD85Fs0e0dCbelfvT3Wuh0A3i8TomH2mALZ39CsDSZL1yKN7Ht0mu/MLjKhq8VrOSXQE7Jbzk5/B2V5S6hUgP5/GjGuWnn6eAADK+reXM8oqZQ+DJQ22IkQk95J7gIYDbVObBa0b4Hd5UOmUAuCEDmzU49qRANBuf7u/oZ6eApO2NeGABaoluQ8DPKlIWnbYNBazpifA7g/AnyjQgMSUi3pRWHziG9Ht/uCMpgBLQhPoFFhZ+pXytfUlKXdt+nOkqr0whtP3nR3eahHGMlwIacODkcsbeGKzK2tu5a9UD9qY5pBqnzRY/wJ4LQSRZHINsN/x9OHZIICcricYRLbGbJOW/wrHLgkZiWZSfGSj3Zwv8c8Ujc7TzsxzJDcmXAsWeH9x4opgya2wAktWNd1C97kJCuQdQvuwC/4pRwQYDPsuamegXoRkyb6P1hEWxkW7zmD3gud1n/oElbbmrHhasnsxBXNSKSKsTmepIv1ak3GiLswfn9jIKvqYM8bpPG36BNzcdrR184XpboMrf67edwO7BYbHt/z25xDsNXXgCX5FV5se0Az/X9bL/Tte6HUvYU2ngZa91nGrqnUM52ChtGJ0t6u82mCCq4I372xGfb+fm5l4viLb072B+uzonc46TiUG6pbdHUSHMtX/lhwu8af/KtuL6PvwY7aDR15Ns1zgH7owk1VbdCUtU348HKPncorLuDfx6gurvc2wwuEZZAWSmidAU21e6lBeMI4VArO3PhSV+1ODAewj2o7pKY0SYgAx4wh0lwBkAHk1CjWeGcy4Cw+ftGcJsA6CkTrEteL7j+mXCQG0Y0JvzwETyeL19KooGkfyPGunnvC/q2+2ayxsjnqEck22YyFmgrr8R3q0Y1LyGCVxl60+kZAfLhQfzOYTEAqV5wsZHCulCmt8rk6aijD840Vs/1ff5/LDnoV/45PEdrTLvRx93OkJzAaevXalBJzTvMuBQUrIZuis3CNCmk+RAw1v5Hi8MpdpVmrp0fW1sz0Dqlia+ByLQtl4yI5/mEBF2Sdu4n66bHqgyLnbVC8hlIYYGLwpuWZ8L9Hy6M4RlCymIxYp2CdeJ6xLOIrqNK2dzPYWJHyNbBX1T1RhXGo2XvyjDScRFnlvjzXn5vbjBhQx8TG/CjpRMWWsVdWmW+z8OiPfuJpbrbW+S7o6TkaAmSL9Rgjeqpp1akN8MMI2aKRLaZFc1YHqPPkxT8tPnF5I2EDxIc4iSRqX2auuLErSK+RGvp5NDA022MKfbtj7BZmHAwK1qsXKqsnZKsPEuGJ/SUyMBHYX7h8+GrbKXXiqv4Q2otWu79YUY6AXgeakZJSnDuyv8SpDItXPE71bqHKF/mGFbVUNUxAVSaOrO+yJx7MRkJlQQ6mtah+iZ5wpcz7B29bLr+QLBE19RgU5eHLmSrNxmra6xmq2wBloY96X/1oxqct4G9xiW+79FM0CFt2h0VNTJQapp5chWTWj444STt+KxWah+8s3ycm/M3wOIPoYrouxcx9d1tMFRkKw70nFumKHUjkNkNTjl+XULftTGBKC9+BHQstatTpAesIbERzzdi4pEYxH+81Bf6EGlqM3IN1sN1OTEHPmm5muCsp9A1D4QlpOyKry2/9N2V9wg/1Oc9odINgXpALj5UN1Kp4CKY98z0r7pXgBnZhKd2DTLY1rU21aLcp0tKr0UMkYn/KRTIoVZwL5hl/64Ffz2MAjPBld2x4kDrX/wxAk+TC+LyOambyhlKAXWNMvYxqmbHMzzkrk4dRcR2xRJ09KKTc+khomPHo/AdAKf0vSpJXdnLoJP+jmvk1ZmlVYPP/NW7meEc+El8onWBDL/kSw9dfpqU1+2aer2WlMJYavKEV3SekDf+A8pv0MWplByBpOBET5akUF5xd9PfZ/IhOIUzhqiFEtXBw8A9Z6+pYHoEW3lgjqsd9bdcbp04MQI7oPD7twhchQNaDemUlrJ7JDR+QW8eqSO+6a92xRk27ZThSE+KW0CoM+K0NZg3S2tqWo1e2wZZFsauO6aWlJ2CkvYpMT+Tq3oE0tPYLI7/XuOCeFtGRzu834bHaA3hfKEyDuVzouZwv2stv1O54SRIJH/qwdTep9d96iR9U0RKTjn1yGJvmcahqL4/lKhxEJ59a8LorScsAOTKaJP1IEq7xIngKcJys1yHSIOo7MANu+rA678tW1CqiKC+KhokAQg11nhhJDsI7YAhtSeRpOs7T7voYLQAw3BvwEZO8/yKfMuX+yGt0HcMUWF/cPIv1Kuy81pJSGInpogFlgrWQEX6lbaIuSq/kRFwOXJxPG3Nd4iwd7cPRH3rs9E4DqyHU9XedUdPUV9kHNrB3Vlyu5rPETfhHMv2W6yKozq5DfXlbv/kSuvOc4+Kb1KZypDxYrxZo5BBbdqOmtTt6+68pNkKgeugBp6lWCeiatKRT4EZVRGZwTrownca9Q8/0FW4gXzJMb/yt2gz1EmfM+IKBokC/RKRefs8nzo2JPns7mxtzIC7pgy5WWdl7p/RE/bHG9XfCFsa1M9p2MO/WYfx+E0jrkJif7hAQfmNhrRSNpvqEZj+KizRwpt/rqAOXW/0NR0miVnitAQkhOF9ANq26GwVVsxvaBkEXJJweK51f9JYQFxbF1dcyJpSuqunzY04KoPrr1tMFOEMtZQI4WYjpfhMNLazgLDnJxal7cuGnhtw59YeaUDRgntiQ1TICLw2v6uAhDcQ+w8Zp/PINpHXJj6cRF1gywIaAZkBJu+t1Fq657WL98wwygsT4E1CHMYTDJvQ/KXndF77l6XAbeTy0lQfukrcRC7eJVzr9shgLMTxRCZk6yae53QQME2OcpxdGKP9xnBdieeZ8EA2G4MKWR9PlfyzTWp1QebBdBPNZGgdfT22EVG1rV6wTOzYuDtC2mMKHjkCPrP5Xe8dvAvGAi+Qcc6McMAi9v4QVHkwoR33hH+X0785E18ucbyY4fgqzDMefATzYSPzUR0gN9W4mWd8S4Y0Qe3RyobH0VTc4dZ/sOy/blLgW1zncLGK7KTBEfs5AByg5hWAb/6wiFjTccOTR1MBSZIKvDI6Varr0SNbYRAHsS8F0EOzGjGeE0zt0Ob6fu/nrymdFv3FCmpv9IcLAE4kpETMgCCLu8j/yjmU11VepMUl4tKfYz9uhp9Mfxio7OFVDgkGx/nAghR4lEm/Hdoia2fGlCB9FgQztQWXAPWUuWfisY2cbhD+mocL/Z1T4/JsSSanwjKFM8QOn0IvzUDObZ4llxZHZtBh/fcxzDiURqJFf0VeExZ+4FlxTSwX8snaQU2cxujeV5VHFPvhM6VsxP74K7Kpvk5nRA94tIB8r5QVLoDgAdJqkN5kVQw+UA/Gdat2BE9umnqrMCi2usNXtXiOuRAczfyNMyIb0IdCSPWvtNyyB75N9Z4MFXv/xhZDgtw1ZOxvaH9b+j8zcFNK3H3RiyD96bclFFO3JWYTEgRB6KA3GguXuhJgZr65mfyZgpEyDcXaBWaYzfXZS/LVsQaSyqYp0IgbtsjMB9b92KKf4klOGAQebLe6krGjBWglqs8iw5ZLz/SV1vr7iILcNxFpz6ErekB/O0gsGtPKck84eklSAIP6orV4vIUsKVzJpR/YLSMGLsR4R9DE6undqL4N6uoRn6N8AurQiDGHfvwHCmaCa5huc2YYV13a5VEZahy7tmug9jxRPObbLVrN7SiDmreiA8qMbnaAP2WmOoeAIqKlEzhNlM1Yscw3D9vp+xWYA0KJAJ/8Qf9h/mjCkjb/obRAvfW6+5deVp/Nyx3CbdAqPiz81itAglkBrWpcENxbj2EMnkhuH4tkBnH1ZCpB2kSEO4U50LHulA06ziIiD7M6Ytyk2j33bsj3OA631BxOrgw5gNFlTfpVdz5HSc3/BLJaxcY1iRCCtG2ASjHXr2kqLe/nc9/aRL3dkqSXqe0EwimxKTDJ8HJ0XbFmp1G0Vmq+PEGgmMjrkrzvyx1IidtSspcJaJGF/Prn9kB2n13XtJTNqWX7WqdBwXS8R6iiThopgnfoX1SRuYYAbD+JFerrwdoWfcA7WynxiBipnXMkOFEYhdxb6rFgXBFfvkwUAxKewKqus+ZiVbZBJ5S8tiTWB3s/7tGfXzwRigzDNCK+gwMv+TBhSgbhi73DGJASD22uvV6/BqUigMwPH3ph+ajIf/ccK8uNGzT8iZpeEijNOgIMovBre/9NA5KxB2NsQUkqmDSCr2uHvperXeUYPEZPF3BxwigsiiiMiXQrKMO+CUg6r+dzM9oEW6D37R9gRyzU5jF4V42UA4dWFmd78qE+cAvMHcbUKH2oAY46HjaSc3X/vqfsyz4/pYgRdohTVnObo0QB/XZVnxq5a2G2UjbPQ6Jt9it7uUHz3qaFmnxY5RcZ824yL//odlWVCqNNZOULOTsknUZFijsOs5F4+knWk4ZaKHtJXhejD3PUp3aJ5uCsCiwqj8/kJFok1D1Qs3eXN+ygt71BI6sN2gpPU9gqcCMONwuVV64apmdiCs7QjSdoLcsze3xkWRo7/FBZaO+rYH5tgfHNDpZXCTy2BjWVur6NxwqFOfGdGx1QZNb+HuagPsD4M/nqz4nzP2yegrp38Qh9QsUJKEJuCL+CdmQKFxoysezK1mHbAYC+XUWyOhXwtYkQDvHW9rrmlZajwHUwBM06nO4xDn4NDGh92O0bbY8QlM3dA2bcAZtQZKdNLmn0l8807j4VDZaiz+36lX+B4yPV1GcXOmuSHvWMjLRxhlWU1kU0FjoQzrLg6810Ntrh1Pit4HTZM2a754L31ObUfVacExVXuHIlSk+pCcmEzmlpUx0hZQJDpO4q/BPOSL/zIZnfijGCUteXdaEdDvSxQ9wyJmLZsa0I3d82sEXZprfQ2ma0mBnvQRY4AQnpYTA2K/TfH0M/Zx2PmmrHfFoHRdd0pEvdUDJPZnx2edjfJlAMb/g6fS4eZ649AwulHFUbBOzZW07IbTLMviGJhy4vRrqDhk6TQtXW//XwWDpFD2y22vY2Fm9P4w+2d545XAfJHDakK46lXhxWHRWfxS7ZbHEez2ynfczC/FbCxqgqiugw+hrNkBEONlqDZpXAsNxJV20YiOWXnNXd4qpT2Br3ad4HXlBX6cXTzxKhJhRxG8h6pO4NW7+y9R/QZQgxe4edjjjr8mDptI8tQ3/W7A57Do9+KAtzZvCmS8av6ut54or7DBuVfkodQhXj8YI5Z1+Is136mtGn7vJg2+Klka6klKNtzdPwKZVhOUZsz8Bft1Uce8uOC3DOuap5v3EljPf090/+HwI+TcWCAb+hx+Htzl4zI8JjgUnyEVHD4cqT/Oc389GMERUVaq567E4C0LWJBsSOU/73BEVSIXoW8wcfOOCrJZ26U1E/vu5zXTUfjqoSK93bkCx1fUFq1q21q9lRuqhRKDcqNNENBqYhFdpxIwyCsyrQVu5mHdWd5HYqvzL87ZjIwgOPNweDB8mXXw9dn77l0219tRSGgXggGG8tBx0MFAWbmUt02WHHUfouZddlYMeDEdJCbFnWUJbeN6m3EicgdyWWlRbVs7w6HElZ9O/XZr9WTjmyPplTHcBogvejvZseslYRXkvtCR2PjsK+eHrTxiO3cpbz42EREXTUyH54LMs2oZtd57dVyu6oHzfaztzdTiVQcZbJRZFwGzWwWCGrV8ByfIpx1VOBFgVjy3pJumjvwA8NO7us4HH99IrkpyTiYWR4U4Ffm6d0bINXVaRICyzyMkn4aSj3whNTrCyJNZs++ljNl7R6OeBCyOTO2QMoR69mPj1pOn7OmXBDcFL/5XXhx4BDDbEaru0TEkiuez4FASYqjkOh2aD3dus/blQ0KvAvZ7zmRlY3s7m/wj2a3zhyYlAUP4dBnZCyr1lUCcpjmTHPe50gHuNhObQMuSOhkAsku4tt7y8nlIDrwvmMFSzDNwc6qC/SLWJaskv84cY0dl0+Jc9KaoqfYu6sb3ITjQ2hLyXd6aK0P+QbxdyNNm+Z0jON4p3Vg1rhY1Zl+vHPtGduY/iQNUhHfePOH4U7XbfEWfieg6aenG0iRt0/5VEC7UoxlIuT18NGvbscCCdDmR491slF5Y09BNL2yInEVbtL+xqJNJwPgYTJzU7Srli4VBq5ksmbFPR9eVmCFsrUCjMQsu/LP04lJ8B3h0DrCGesglYfmOBwTmcAnVm2nwVGMYrYfBxoDDraY54V07wW8MRSQFZ6qoWAXA/0DNzALZPlsQq1D8zwdn3HWmoudLiahtcCtCuNtYdcAR14Y1imnUZlcFJ0TA7e2d+Q/MEewfpIXbqUkYP60sSt3Yxi0XEpuUOKwUcavkQCQx5RHsuajFF8xMI0cBP0DZJnVMJIa9aD5kaDnG2SW38mXtXBE7ePqpHsxrplkf5H62fADeg/knTDdhrVMRc6oy2uVzrAZlgZkl177+N5imWgzinvj0gEJxzIQD4+oZUz+EUHTgFxjn6zXAUMxdO8RwdsZANDns5riIwML/YNTcUFdi2/8hoLMlqhDA28/nOjlRqO72juV3ukqc5nFpVkM+yaJTt7vVNEgZ5u3539Aa89fiLBzbyDoGRMCTMWgcPzAtggUiWZQvM4x+Wpa9xxEJ5dAjRsmXZNWuvzCgRUaYsTQvSWjlmpAK4We9SkwTHXmnTj5A4hIwunBn2wzf4t+fdsSaMAdGpRepz2nS19yMMYdlRXvyhC9XuG/rnJcI8Pen685tMKs8QAfytM07ZiXcrIE8wAuJL1lFXMlaG8Fng8jpgs0DdJd13TXnax2wy6zYy7W9HFIVHuN9dkzCfRQhsV02aQqrrOePlNtw1PB4CV9/Tv4o/M9YGBFY/b7azSBmj56+RW0adKaAJbcBM9Lpo6bQ01h667/IhFmWtwC+7a8DJRt7tIklL+a2xFJ57CRcmhdGE15VYN8JQzmEuV1jzvY3Jx4Mb+zB4fQh3Izoz8ZgiSC5kSNUbI4fsiPoD89wswf2e2CQm+wC0EDklE+tJRG/SxKlV4GlbYVjayKz1AwKJCiAoaG5/bR25hHUOcDBRfJ+3+NOQulZeDjnBOtHib6tdLi/ceQ5WVd0Z01E8AmQ3WOZ030guvoNTac7LEpm3ROU+MU9NUUDdtBI5KNZd6Kah+RMN94oIVKKP8jF//iNXokHhtopXmh000b1yJuJKunzY8z8mhfp+1cZe8xxNO0FOR3hxDBzcNpYOufiJ958wXAh+gqdizIOKYNICdjxMcXXAMcEcTK9P5oh2Y+Qu+Mm/jtBxUSkW+nEcwnoGYlDCTxX1aOfByznvCuHymvu4prZjrvYj/XBf8VbW3La3IhuhPi7Ki14wevJPij0YgGa6HuZfVT7IkewRNlct/y7Ubx5t+v+AjiSAHFlOMvw8aDElpbGi71Tnce2BxI2iOna8Ps68fc4mRffi/hqjYqQyJz3KJ+xrkgUsCb4bJiPtd+xgtdzNCMtRm2u1yzpQQxJ9BRZXALvnM6r/Z5utUGeutrm87/p2bV0HXM1WZ2my3Rfh2776Rg3frKIIK/mdwd7Y6Z7dmMN+DjC1vNnUO3Tw4qr28iB9kwn0z2AM8yrLcuv3OD82+JEbmEd+zrruAKSHmCHE0/OCDCz0e99uFNN7ybYHKggloAUoQ6GqjZ0aiU5LUeZrV6c6OOB5QRq0wIJcYAcXmlTk65QmJAqM4VosZUgXyI+nA4XRJvBp7oQnva3i/YSAln7kWTpB8E11ktPTE14JnMG0eWxLjQqHTTlVsZX9Hm3cYjE/e1z+vDbkxhzA/iTDuzoU9HvUgjUc17aoKk5gWmV17VQq4UhA4u/HL+vPS2SuBaTRw+hyzWUdiqVJnaAzXLiAidzIxhsbPnCAlodWgcQwuZgDT33oLHrQsjO+knzLRFbbXtZwIEMb1Bi5lEwsu9EIrdSnSnh37Oo19Za6YgXip8owvYc5R8ijt4bauTFQ9DKgbFUyAqS3+oQXPGqPteTu/HtaLlsb4Gbmaj//tmV1pS1h/HpbvEd40Fux+rg6riiDGsHT3gI82fDEyoi9hKUm0f3glqCdEYdyLjoN7JK2+Y6062hYboEHzu4wqMi0MTQhLpxKn5UCRwSN3SqsF+X6dczhbno0aIZd7AnAeplOiFQ9Hw33oPPv3ZhNlsFI2mB2Wy8RVTghdL5nbwrVuKFSMfD0zc6vYBhc82fbp1auqIhYK7RDQQlfSr4HwA5mjWezpRQlseFmuFZdmycmcL8gJqGIsYj7t5ts9Y1dcnrTCHCeJz4IH+iynpyrAepKUAtGnjTPTB/DR0XyGtA8Fom7jcTNTsf0693IydL83FZZi9zGdBh605wsRj57qs5fBPZTw/ynrCJccx7jJxFQpMzYpP4PENmsR4UlQ7Nz8kMOY01B8WnVPpD3EEQRSXLQwdEuyDb1MSO8thj0ppAPsaFuvAUTorxo/1RmbnqyAf9OeWrUlY9q369LkSfhXN0jNc6xcMkWVbxsl7tvheIhwBHfxOJ4seu+kBM/2qTXDzI51PbRJmsLxLYaLcxOZwDp1S612kENzheCeZjKZS0BdC/+6CO+jWYRyeFDu9oQlfjNLYQ1iU5YCu/md/dcyAcymwSngGNg1YsdzwvOHoV25ts3vg4RKOKhn850h5csYEsn5ZpSM1+9jVU9HgknwoL4yPW0qboc754fT7z/U0S/Dt2wFz3XgImvZTlSWdUBVyIm312vD00S1JhEcCw5EyR0JyKTblEGncppIOOKyFEZ9SKeU5M80vmpPJZkuTNmlZEJaqYk+zCdV7dMhbrWT/lnyTLO27U4kR3ZFMy/3pYaOKBl4ntAJz97YtxtCsltHmhc7Z175loMCcFLbRsruhpVAmETSKXlIknfU1IeS7jvFV69nvGuJwycKGnlEsxeSVw+PgLrktiMrVWsWK6CYYYx4Pf1kfH1OhQ8GZVtAtzfhKHyJJp50KN/OLGmtnSDC0mfaUQ4sGrtOlgB3Un0ydibMtQ+rx3UcvWLmKxDQ1ep4ELFDMb/DpDEXgYAHJ+nLw07qjSH7kiMi0dM01z2TZR4ISgv2Y9Z9UCDsx+R5c+qkHNB658KOiCXuXkdJC3VdVR5uZDIV7B4qFGgrS837603vMieIwbZspBkk9gYg0apX3wlx3TD9m1tJUtKNY2iKM5iktPDzorefAHwW0zT4evsz+n+a+4JriuKGtFhdnSKLvUnjmRLlOUDKqPLF36uT04LFjoaUfQq5eStkDKrhW9PjcoN8GnjbLPaxFaM0weRNFpvsjB4mCKATnPTzhnL9pVBgl/mPnggeHX+xB1pUmwS+Hcwf2HlXEB//y1MxSk3gMTpmh/M0BElDLJ/D/hr1H8uSkMeD/MxXlPJqwb65ItYyCXO9fidWHLcbxkxc6RviedEwnQ2r4I40Hg1+3E/IWmfgSd2YUGEuKljugGGRPYXDPIz5E9o0EraGbSz0+C6j752zZ0qhAn7aQdAsRQsMIXPXMtrkr7eE8z3nPRsaoKPJlVcOPaZt9fdCHFopRFVS5vgi9SRJiu7CjNRKKtpTn0wmYdeo63cTEBpPMvQw6oS82EXMbB1TYwrRy1y2qpBZOvpzjAo/ksiUtW0AIQui0TxzBDEOmzE/9fMmP/u3rdfRC4NHexlZmIN5oClE0CTzZ5Nbvq8skg85bDjtQvj1ZY2GF94QsA6Qu3f/w76BmAIX7BSpx0TF5/rdF+ctlrKzdZBBmwMoDlmfpNvQ+g5co4lKeDExOlGHd8FDIRfzB8m7U7/jMgBxdSpO234I83SINYZ85XS/O1Hv4i0jSCzBa1lkLXueW0OPlziM1B6OKc+se6MRZzJj/4BtO+hu+e2SiS9yykt19NPGizNkyJVtNo05g2LdT0NoUyupGb1vr8FfyyojvxpTrioydwZzHOaayS4jmUjVYHZKkVHT+O6y7LLaKL+pwa+ZZV5S5L/bsePsxvzbXanOspeMIxwhY/yUG2gG1ru05SQeLATLWN3YEEgisIoycF8ZSfjLRDNRPRONk5aCH5mSeZrMuYTvJuJPRQLRPWoDuqdrzWI8jiK6nisGR0Oi4g1DGkdt4PIW5OaXLdmcf6INu7xluf0158XfOe7T8qK8O7K7JA0mbccUgL891xtgszzoYXb7rottSzjVBEgzmV0MPKELP8o/NqFlvoKAcJTpLNq9TLdV3jJ+E8ahJGo0lZge8bmOLWM2sE5mlob7JLeFo3ag1A1cjo9ZvZBACHO2vjLfMa6TFxKCggRHCibrECNuyMEdGCTh1eKYzEa3E8vQQ0/8RRUxPxIsh9DbwzKeaO0/LHSkGRO361L3izDedJ7HzJ6ZKI8FjTqHbepgSA0GRj/tlJFaO+222OTC8EvfJS/2Uork6gdRt24ZTSoUhXlhdeAF4S6MC1/Xt6lb7jAr2SQzEYL14gkgmmY1TnHq803q82sx3GFv/o5NUi5vLl38tcTT4yT1ny8xMgTz41Al0vfImJLmiZ8DIaRA+NteHrrFXCu+VluvtOVUX7xMBnI/entB9gpqnK2iPZh+nkHCrOrWBSHPvQSzd5HMmysThuR9mycF8N7sXmGOLJ49T6iTZU4AoM+xWAelnMM+AZ6WUJbkx8S+ctRaqfnZXQvbVBGWViLAFKt1p2whNyFB++tqO5J7w4tS/6NxqLIkNHy2pUnYkL2FYo/5eZ22U/HvG4goXh9Mh/kWDbNCWIjVEa26SxMLm/U51HnEGjEVQU38UkQrRvlQrT64hojGA/NZUedO5gBrHJ6z33HHDg8RKfz0RJIWMz6KLA7DrHsIZe99DJJiPTCM1iGZed+A7nkuUHAZ8AJHowlx9OtI4CCBetblx0TpcvrR2k0yB1A2n/1K4EWTtC5/BHBZ59nDr/zfpfaRrEuI/Q69Rdm6/L11q0IqipIrCD6CgaS8r7gEEg2Oh5gApY6zTT8mgeliuaJry6Wvv9eMnfTXbCYIcksDw7ASCx+kEhi9FxiW75NcPTXOjVg6dn9ww/PIzV56XuD9sgHraCmwBkOGZ2dVznQgcB1vP15lwPoW5K9+r6J0Q5ShQ6KALyaPPm1V4kXA1MN8lC3u/VcL0dQLEo/ldeEfs0sM54sNEEUXcqt/EJsYRmbpVItctYUmC6AfrQqw2sqebEZvnQTcX4y191TFRDAoismOIygu2WIJFpLPowmUEdCfFTryKYKTl29ZU/fptxyKf4KFW15kLOvW4UR0hY0/ElGVEu1Y9rJm+GAS3NqByB9n+Z2E+ZIku5umC5P9tq6B61tXBc83XJIoog/m7hmbiM1htN71MV8F4LzQYxvWycoXwVSUMu2ncs3cCAV1W1mcAk0Or3lN24cuvbb2v5SW8Rr/nU6R5e8+xwXlHZhzi5yAse9TwdmLDQ3/VyKeUY1Cj8vy6lJDcxqHh+YNJVI5mJlnuGbTt0EzpseH9PPVZ7aJU2kEN5z5Bb/e45nzO9uAAoG8OtLerT6of6owXkNFRkcbwDPkWBCIdRfCrzwz4EYv9Sqs6cVTY+p3hubYcAhLgVMXHHtbAq4aOobE0X6M0XHZUBzjP2+2aEHOIPKVkRyMt7j8bbSS7PEtHflH1sQcO3T+SkDlMj9J5xrM3G23ddmkoOuUqltg2RmSCHxuava04nzi9cqWNg2XqhZ52GA02GHK55L76f4OgQ5NsWGmd472Y1y6tz5qSXWOuMEzwOfuG1eHEh2Z06HT3sHrY4ud4OpMFcjx6BbKUkJ4Cm+ofSTsr81IW4Ewn1V22EmzEIM1amc86eFYEU8r3h0yHJFC/X1+5XB5ctjJ4cAgGinetTw4Ld4AiiFMQoGhG4ztYav+aNw9RSAyXF5VRie5fwXbD5D/Y5Sd/fwnGQJ+jw2dT8SqSBcYv8wTaDfES269QdIqWAYGdYqBKPakCAG8W2ppS1jOMuqRLnXkgQculsRPcyPzc9pNtbVQ8THqhHR+FhfOpJaoN6LZQoiVi0qCJlH7wPH3eK9GbaXaCqqdEQFlS94E6q5J2esC/eSChKiM0HCaK7MkREPpKaGCQENCc+5dDCcJgvseooWxwu01iiofmEpfowwE8U0ruPgJM72VzZG/NvWXSTOEgxUkjKk3wbx4AeNgcu2j/o/I1Hdx9+wKZyz+tOy7VR8KyESABK1Ih7n2rdnvRk/LKQrkPEvPbdoXxE191N2E/Y4GBqQy1SGK/gBH6XK4i/ugXU/8qO3cMPF1t8v+WKLl7eU6hQeumS4lVrjoecr8tRqpGKWrRNx8gH3gGi0PzTZQBGzJiV3FVQRYwphp/Xg+vznExrQmQePA2IdPr1nk5E+kMulMEMLpoyjIHcLqCZ6DoDoHNUnSXKNkgG2k4voqAW0R6VVUpqlMXY1vzfws20U7lrym/0ZttpAAF5wXm8bvnhoqMjWSlRXOslA3KqRH67of6rnTUMuiIkuJeO28FZXgpBG0EAwk63qYEqwe4NY2PZYLX8u19ZZRFy/GayPUa+q47hLtmJ/v9XQgqVGNV7RrzRpgx1exGHDuuRi1bVKAGZgAwBY/xxOdGXnVrGnf7ajWuQgSW7bCRTgsssbemVmcHTHpBGKq3nv7bPb1zkLhq8FX6W0TL+pTnZU1f/46E4AVgXT/T7eXQmfnHUaei+aYp+a8yIidziCmBA7mVdcYe/B1xvShrK54pcm8hflWaVTDXoxciaZgcIj47xOe1BxpXOEsKKnHby8GBrW+YZ7Ffm5vZeMblY+KFUXytTHkzaICexA0i8MRx6FWAZ7y1o2areiq4D2+T7jVO+ilMuoGA1VGHozu+Dc2+s33erawDg4qB+stKwOoCPSM0zW+Hdu4r1y0TYm1yz3pp0Kzj6qzcfXmbhRYADljoSV4fL0XAqpt3CCVwmi90BjoYeFp8vpv9IEeMALBdEKmLfH5d0oodrLFFwbe+M1wPO405b1v61BGHMKHZJMyzY8oLw0dNyXOpH9KoYO3DEbG1cugAxwWN1cesBAdLhPkp2oKUC/X6gFv5Z2wmEy6tgEm/VagYKkzvyFVnMjyBi8w3DE7tvQN4SLnIDLGdA7nL1+4AW9nTi3fF3T+rDaCtrJ3KBlQaPoulBrXK7p7xJ2TzaHPCaWHvYXXile9w/6n1pD0/exqfd7/G4kYhOncDcuOGPEs8gA9jNtdm/+uC5KkyCeDVVSB2iWX5B8UVn85grdyW2JkXuRItW9SHCsMK3Bxsa8a1ZsdRbrWDRxDUbHG3uORAEb6pBkjUSu9+4uhFkZRZ0o7R8NHeZsdcO02QpyHZUPJNvuaCZf60SfYiGLrgoAbntEU939Dp7NCBFJxS7WzC1dVyJ6Rv1xPS1KVMtnz/8z4cIhdyLXjLx8bzXUHvLpuucMgwbk7GZ8A3bJU9Z/KU2zRxrTnCtif2AoC4lvME9jT4UIcnD/y5AIJ2oNdI6cJOd+C4tyXvMeZEq8icLA8t3mYEPJ8h+i8nPfDF+12edOaAtjx/531dpgir3QbTUimttcSIS3QH7DzAXKdjmjSYHIpNBIIlkf+VxlqcF6FeqRMvB+HzdOkEPuhSGL4HD2USpJGMWObEPpwjWukBDqNCvdfMdNMaxJ8BQAfsNQsGkczlFzhP7uQNOBfnFlS4QOx0W9EKAOfsVcn3u7lRS0NAQchyStP0P7kMhKuSKFVSe2D2S5uT8S005zk/llwCvVEhy8RDfthMPtC07ctuMxGz9eeFZrmNmCMUMZqWKxa7v94RFE6cKd/VisW7yvuthXHGiHW8oJDJ8Bh/AQGxddQyF3rPStpXHerPWLXtiIkSDmuWD4zwy9si450hVKsrTeMlxRwkjuIB5f2YTznrpLQmhPpW02vYAncp2yiSROnnGTn7rwIfBsDxMqQ8nODBGGGimeMDHNH/0zMm51JXfjwcpBDDV0NR70ebV4yrHNSFCbrVh5ye1HCmNNIOy9+WGJ1SQ4fLwJY03Lu2PUbYro/S+UOva34Mwfj42/LhMiUmitXHZlMdQo3SJ6KtcdUSzg9+F/PaUG49C786k0HfcWVrCAEJj3Dp5WegK7tcMhwd6spe6QBvxy2TKbqdlTu5vcD2kJPA0H3CRHFGwwBi03aHeGoQp9CuSVQ+Prwup7+cMpvmrsQxbc/sq/huERLTpkuUoTPhJJYy5Laqs7JE54sIPPxgQP9mMhcwfEzbaY+lrJjT9/h03NOsjUBRHULGSNrErt/4/bmO0Se2vNWP/9WglFR2Vgz+qz/+zGc8XgklcSotX/Noik8WGpNZswTKB8GPeyvf4HAELYYWRNgCT3xBSViWaxwKPYamLQ596pQFXen1HMlUY+fwKp0LxPbIJC0p0yryP9IBDw6RuSesEp2PtgQ3+3Q0Ju2agxky03AykqsNGNAbAgtFu19YWNgiwec+adU/BV40Yif32uzkENlhC6fqKiJCpElhOeYnORJW/YtQV1AvWMvi9U/xY5yXyCPtFJH4Vk2MQuo2J31twd5BSkmD4OGCV2jYgmAahDtjJhAsa0Pj9DIdJvpo5nLWt0sp++HC2MwrqNbJX1Q1zZ5ElRkuQUlCKAcVj/7aMwVYa71lCb08/1r4lscxBuT3Y2X49HlORBcad/T+V8NdGrfwCxiT94M7ZyDQnY2TSBFXWJyrpgNNvbs1nI468yFmPME3eI+5qQcuJTH/QWJFjzBss/iLZ37f1tK794uM6m//krgypJVY8MA1BPjVBWPvcus/VE6wn57SJXi49z8hsJz3lnyyslCYzjcKDy3f7ggpv9n2nDk2CW+atlH8pxpvcLXQBfGhNWJgEL2x4WlEtVgYNTtKxgbAEQF9ycywoCZ2mh6tsYVvDP58Ue6Y2FeaBB+xK/B2LPbu4bLUYLyTxFCy2HobTDBkniO6CD1k+uO0FWBFCUfUSQ6FrzZyzw4n6yPoK9qrBlw7SDnxaaHNq5WtUsRUhoZWvVR0Njpj2Pa8HJfBV0xmv87+4FuYx8kJTSlYx0ZtldF7wmzu8YFz5yWnBVaGCJ7U3VifBC7cFXpVqEVXRlB8XawRTm1dMaQuOuWYMemnmuX5wLy0QpRBje89o9qCx4OCK9NQBUlHIXls/Hj4xX48A/MJCWy4QMcALLBFHM9yhc6k8IZthpVgG4k8N/fvPF5VG6cO2oJa0FxsmMOQblc45vKnjTZjhWx7gdoafIKZlL6hE66BAwwudxGAoD3pFeTRZ4hzEr2+SNoejK83xEV4e7ZyAnnb3G5s1wMcwdtV/gx0npIWmOw7eeYRLqFzkPVTK3hS2zgDD9RsZn9c+7IbyEnhAaJmhc2lRAF2Myp1wbOiUgOprkmgYD10v3B4oXMjiGuDtCf6XPeM9NRlvSeJum2rVfkbkg+L4Q7BregT5obkugU8DvCB4Kex/71L3ULySdRyFsXJ5TpbbqNog5ZsgiUqLZqcE+t9726NVLBUzyDdct8tYFqBKzQrsOB/TcJ4kf1cX1hU23Xte8ZKIaa6DyTvOAi/2f0J6AYSdMFAaROtfQOdQODF5chZ2y54zmRe/klSqsXrmw/AuiYwkJ12U0UQwIMCG0uJ8NVdDGTymdL+T1fdKjrQN8lJCaPSC34LiGCm9+yTyL/5cG7cFK/q6kO1dq9JZ7wFIY8+6Q+s/cBjggYpGS83+TdyqwPSDkOmZO6VJrf/KL8Z71rsJAqs+WA9DSLxSMAlyY3MrnKYptY2ylNg3JErQHbHaYsDzU+EkKzfiA3lYhC1xeImLq1BUnra8RTDJ/AoZj3XluxSS0I3+A+dydYKsRM2HuV4uxiFVWMGwm0f5ggxU7N9fMc8ULJpz+k17wWgSwt9RNCwocKqyP6r7sWytgY5j+ZPCvndi8C/Q/Y15H3gPCUYpn6m/HOs4zBurqj+butbnbhuIEDqEfuUfZa4TzNCm5pbjaxc0WXtjeQomnKXjZZqdBEIPrJSJAOLbRNDzFeGAc12KlLC0K3GiBy805kdUaG8UNMEJ1gYSInBbzQJxkKnuxRPLSvByBe8CJz7PfPXykD1aMwjs+bUb0miH1hLbvqButtCKKyNxBp96o8GA/mtlhj6gbVVhaJkn7C6MeNPoOyhNS5OldTHXnBl6/AMBXrXJrGm36qr3lxHz4sL5ZRLug39S1HWmgLmVyRfAO6tfcv8OaDfmzVX49RC7SwsTW6XikLb65jIfznnP4/b+5IhLxGLzb6l1a4LMgJ7jKG43nOWdutQN/7mbKJ3q0Uh4NOr1DbNEwo7jSmoUaNrbuqca2pml+0UTI82kB05dFp7Z1+IC7Ta8j+fSWII9LfIybsmciH37Qfo5FatC1ygcmQaLHzCjnDG7yXyvOVqdf0mjQENK9sffzUEIwg5CPwTyStPuyA9fOkJhy+anicxX4FnRXvwIUeT4t3eU3EB/QQI2gCenJBvUxgwUKqmeplGYfmidVgjtv4RTccK4HKMMyd5jxeG7zlYB4OFPvxK6nkomBNev6Z9DD/GZe2b4fmPK4YP+ziFVAvu6HaI0NjcjxljDFcVcY3i+WnjkeGQ5+LRduxTFChKd8WgczzkYN0lmKsgO4sO/HDrB2xXIv+cPhgOX+nCQBqkU8Y3zS/2ioQbye/RtEbicA0W9zDOeUDinNQoIIPoimTDA+Pt9c10ZN0sCSevRA4gXb4B7kXYlUdpwaHivtm9Iry8tVm3WSBDNlqWqvJJ0zo85aZHD2xoRrKBPX30uQF/kIjhuBpcpKIfVHSJYBOFE2ZmXsY1/mMJK7PfCIJfaINRozx4QscH1f1t83BD9MbTbQHI6iX6zp55LEKVUUkwUXWMfnYFdt8YxbmSYKRBlzXJCqDZVNZ3yyGYFBIP5StqRnkTpeAkgLFu23sZ80scuh4fyBaJT+DVB8l3fye9L6anrD1MItYus5IbHxTzhvxxSKELfI2sVKiXDYzZZqhnflNejXqZPI56BoQ9iH3oxjYAAiG10rw1VG0mpblobYpgQdBSKTUCOXVi8VTYldiqA/DqwvIdaCi95O4BLdFwrsb2xlnrJtnUT2MR+OatSqXW2ep0hBAsalyvchqaiSrJ8hA+fZOlAL7/hhMzf+MxOeGsJ1ULdSx5N6UQ35rmO6q+idc1MBUwpSqdAjSR851FbWWCOOurBysVRqoIuSLm8KF7oLUimxkCgySPv7dg8ePVGNO4P2ONm3pkBgIHqqt0PWZ23zo6lGwuoTa6wFg2Mehw0pWEk6yWDQOcDLnQ5/MKsTimkWd3kaxQgLeKQmyx6kjhaNnMuciac2A6Ae//ZalnILwV3xMYN1UFXcxIvZ7t+nEQa6S/w1M4dmVlQN1iysNxVPVngnjbO2x5juYqqRtfB6vHxXsXq0AJkdbaiDX3TBn2jdLYtAPr0BqBH856qbZRPUlEaYpVTbQoEFRB6EbAuTaAmwvGMLe1B3ejmR/GYbkKPbCW3HVbtnNjAMFJ2zwdFulYBvJywVEeJIPflDrsRKHR63EG5+IhGSuV4hktPWJGW+ELVC9d/SmZB/xVCBolGv10TJHvFkS+sdMuQYa1M6Sq+Ckvy2KaN5K3n8+TmCmWfgHwOLwk2FiyoA/0TqbIKEIE3MEFwkouYSSzwjYCDtxP67GAHyzrKe5zzIZs9nmepA5emeKps/QZAMK/4M22bbsTjflQIKpiZYogMgIKmmbfRt87s+oP/aMKNgyNLA0m5OiS/6A1CAQYdw848uMkqga3Wau4CKzl+hRX2pR7KX6xBdteDtvQDpvZJHvMurywW22/pHWDBhzprsLix/sDGnYqSZLZd1mLZQn50EUdSrgvfoLLclurRIGX0Exc4X5cXDAtuR5HW+SZasSVVtA5L/zE2Il4RPUKfppFPPh4IehwxLTMxEyO45ED4ytDtvIplUW4n3ie;^
- 摘要
- 因子表达式与逻辑
- 回测参数说明
- 准备数据
- 计算 realized_skew 和 down_proportion 因子
- realized_skew 和 down_proportion 因子回测结果
- 计算非线性变换后的因子 realized_skew_abs_demean 和 down_proportion_abs_demean
- realized_skew_abs_demean 和 down_proportion_abs_demean 因子回测结果
- 因子回测结果解读
- 基于日内极端低收益率出现频率的新因子 exRtn_minFre
- exRtn_minFre 因子回测结果
- 三个因子的相关性
- 所有多空对冲组合的回测绩效指标
- 总结与讨论