JmG5GXfia9v/P9fZU/OHhQ==;LJ82bsImx1N94SqPUBJ9YIMf45p5oMKQM9mdEYl29IVtKNRoxgtE0ZYZ6M4jYYgiN0DCtAdAq0kzn96IhEhAlSL75LUvb8x2SzQfSc30ojf8FTO03Bzb5jafQ6AoqaF1bXdeI6rK4hO4pwz8HEFj/M0Z8aaOaNSErtNwEv5VvgTpzl1a2dcpH8liAbzMeSdcrXrnd06E4PnNSau/X1pkOfCdiHQ5rEm5vY7U/xR7iMAzdup4mQc+kzoBpqfK61pcTySoYb8VEFIVwoAkxIwi5jKZdE8OV3VcDwsYcFmDK2aL9zy2XEAhS/m2TjbB2lqOWGo6bZKnvrtIXOLbYG+tQkib1ieBEAYikbaRQ4/xbr3b/KtV417R/rd7JcIr70xtK1KIvFvxcrCB4kQndmGHB0TeeQVoFB+H3qHPmeVIqteqSjZQdZb6pkUKWukW4apGJpdjc0oiDuHlSBBduvFwYBsBYf4nZn293XdmQzsu6vE6iJQhYxxGVP1FyHOycXhHkLaIxcW+Odj4n0dUjwfrDm4Iszx1PqNtmDugOrfQ5/UcVQknugBm2bcuI5dZ+9hWjpy+w/+j7IM90RhDSqxjDh96iVjdxLgc9MLJxThCUqRR1ZPJ5zNiCM8LjC61vriacugWHlJdaaiV92+CujbzufKkK3fXtzOZqaPHZjT7pWVE+AGyDXwTrImypXRifOiWkY38fqhGtxRjMbH+I+MqxzTvWGzqY47D3OGTYpAPO6ETbI3v71K24Rv3wUwHAj5qjA2q+TQjAAqMuvNf7DWpePqFJtgQL0DzJlYm+oPp/oXJKoSB1PZJ0sdTDK96GrysmwgIwmInDEreMoevGT5stqSm0Jon5HO0cwf0JoG6uMbWVaaMZCeJBJnNQQlOlGhzjkWRb3N9N7AvRuaP1lwMztXxM3IfZbMqba03qXe2OTZA1X/bLD3Ex0rsG0KLaW6J/pHMRGvR/89kCC9PAZhY60Zyhy8fhkCvvLGV6JnBMV/Xs+kp+alk3prJm0ISoa36HVXPRiI1VZX/znzRd171C36YXNUzRc0sXVFiaVrxKfItuScf3iTuTREKWvbyfuDqbLcm3tN1Q6uGC8u9IIC+E07mY2Du6W4pLXHwP/Gx3aZ5IzrLFBuxRcfGqx/7RugU7GqIxkvHxf1I3E2bIpIbbdFh+iBOh5fzq5SDM10svS6nxqAokCgGJcESf6jneobSigGXqBnmrnw/8lH//1YRauO5ILyhttojxmdtVwTv0yvAwQWKIKFXX6cYr40G/J46UKMRlNrWJbyCHiBjKBi8muXLU+avKot0nldCPvj/a3g5Xe+vbhxfQpbAponsD8ms4GErS4FeS7lQBaBstHlLBzziT4bGxpAopHuVDTDlr52lUWDsnZ0/OtTFkl8CKtdqBuEG6OrEKCoiZyoDVYfOfarKPAKIhYNznxiCuFoI+rLE1XtRXNFc52ShtxB5zhnLjxIOT4wdiJZoIzxwsNac8LETjf3Nb4srPFLvm8feuhwcFgKePLA3u+/zjQ2Ctxaxzh57a5X8nMYAgBo/4UMxaZvusb/xhzf9Vzo0gOom8xJZ0ftK6nFMSmjVeAI/68y58bjkVbv0jQ34oB4FX8aix9ghtQLpAZK9Duwo+MqEhU2Ll+DWRoUWR+uj9EFYGgi00AfnBaJRTDSFcje9Sy6+tOBcxsEho2lW10QFLG0Fk4wl3q4iqcgYqw0AKcRanfpYWBWZTgedLQhyqBwhWPHAnFzJoCgmrQL967vDSF4aOka3EPK/joUyrNcER2H4GbzLJAoMlI8chixXewHDia/AGciGm5o1pLWMgY2gha/aHE5QYo0XTqIQCzUlXh3pIjdYIka/TEAC0NnGvMG8ySI3ydO8Dv4t7wMnWB6pz/dKhK3r5VYgg6wVkBfLzdVeBntR6xZve2D8oYdf6Sl+4RnmgK5zBr+E053bLghmlWgnHC5q/DcWGOxUi13DXpPKy7A50AV7FqFA+etBsTtDV7jOryGNOAQMB2Xtn0624W2qoPeRxGWDz9s+NeC+4SYD96rrUYnT/ufxk2airrxcJ2U8eFnQXLsFjs8/ENXVIonOyHoFrsOMJnVB/gaRrVSXO9SAWZTOCGRpI/q7+1nJn9wf0dok2ZRXpfkgf6mtnDsNAt5NdnZd83FYop+OD//HQW3iEyvHxxmRmXhaobdhCdcLXHaIxy5RUvjQAIh2LfXWXuzKzWXCi2IsSGMxfyNfG7XlqUoFQmrWbzFShePu2OzIWvkkbiMBif2Fu/k6QHgr/F66Y4C/GVsDKyFTV3/zPV3y8glvgKoICCU53ap1mb2J60WdUJ1BcbqDQF8G5SPKl+gErR+hdwtEmJegQO0tHPD5sbPsFHwKwdLq64aYu55dxEyFn8EWyoWKyOt59ZV6DsvnolmHYQgXfe2P5/G/9cUO98IhgKR3xbxXUEyibjzWWSuqzg9DkxU0k1aqCde2ApS+K/gshWCr6dvbtjuhYG2fKQG56fo+mW62PYpA1+PKvNeXcRoBzJ/+anbnzmM/h9wgjOoT4W1ZBj+VU0lqiq8FAg7ufwwknAvPvMksY/iEBlV0b1HBuSnrN/F86m98/bSVs9YCBHjKPcLksUjo92UQNKd5hP7aPDOIYm7mnmJsrAgOKqqYV/l1amexxLVStrZM1+vSjBCLtxHogKet2JdyNdt2Ik33zP2XJYH/tE2Eq+TUQ81faL5orGk4jQ8gjT1h2KTgAs4Z2qcsAaltkOoGH17bMKp0fKn+QElnZoaEIEUJaRX5eby/iANSu2lNvV+Z+vLYyc016ws8D5kTSmv1LYSjG2tGsKO5+sxRgRido+x52zDs54w2+jogmyz5zGxojau4dysoLOhQD0qPZSrQMjbM5KpGs/kJHeI+7PTVvqnUXtiWH6mYLkQlQ8BON26xyJS9kHp37SsrPWawHWA0kna7PZT7Gla1WwH2vUA3jLTv7IO8WwSqv/vlMwIvGFiM2QZArY+cbTkumvUhDFIm6agfigWoBkgq/ZjD5QsmZoXfVRR/TvdejO5SjDv+YcMZr/C6iH/dXXsRIBd/PyzcpAv7TK+p7Eh/F3+JlT4WFHavsdkD7aJuiuO85PBiW0/BDBwkt2p4+gIHf3/JG/xy2JdR3n0v7/Amu7jj6huT+9fFDy99X3vWQc27Pd49UgOnNSxYRwHqcArBAq9w4hptNwLRjhcZxK7va5OU2UucBZf/aU94aT2fMLW3zC4ooBPg+GDn1MK7A2nUSuVFYMxjJlgUqZ4WNCtpX0mzq70ifS77hBmyRfxQQomOJsxd8bENO/V7IruX1WVXUxBCeh+NnfmV8JMdmZF5vHwu/VtDznPVNgFb8jj8k15dZAKirY+8vU65Nc01+Gkr3QshCGbySKM/rZDwWHSIQQEI4ItsTBdVYEFWFWbYvBgihIm2sslml3bE8ZnrC8dJd7Hfol937yx4XK8Hqitblms9PJsSjuJUy6n/KTpd5xX5ovZJ6pzOnMBtjbZvNrcXqwizw6I40a8yeOYi0XL2dtFKRy6VMWaUNAzPtxbi5hWbisLO6bxS7EEr+E/7ZmmbkKu5CVGm76rSCqek9LnI5KJSMI/y/YaOzd3MjHcM1n3MOWmON2jIYu/y2mYZGF28yWRMq+y+lgqQ5fkjIjVXKOzFlpjWPs+c3+wY3eTxQAy16SN++zXjl0GUib7cenIxJnzXdIVdoMwiZsO+/jr/zpg4GG8qFbxBFbDeV3hAX6TDqXOYZpbtQhp4ab6yPbsUbqDH9c2qNCrAV2QR5Q/kKYzHa6bRHQ64fXmA5KE3BdDraXyfkgs5PWwzkHtsrSBwGwrXD6KnHSTlroxLgW8oo9Njp562E9bFgz19nlYJdX4RqGOnXqwEnyGkhA+5hVXn96kj6gz1ENtrVq6X4LOIYoDZhApYpzwYSxeeAfB30DLhZj0Tda3+f2PQ13V3gquyAQAkwcSzBLCdubBy9/SmsWy0jfo6+D204dkYosv9gww+a60Tgu1HJxPpqkL9sEl9W75eCKBH+sh4s2E0RRvmSqqBqWnMXOCBAsqs+33yVhc9dUKSP6UrADPZ/9O/uanbQtdji/0x+k/IKKZpd7OYNgrxxyCg8RH7zjt3/rXiHuZ39ls/F+U1sg/WzQpgMyZ77o1BJ6hZ9bVKZVQPuiKDDmYLtuLhFwXFxgPEJFXc9Y3dn5jgntGSN9LbmGChKxLRaJ07Tz8qSKid2OVnyHXjUXz0+NbRnFfm9Lroc1QfpQHLFgXlngMi4PBktAY7GpTke0ukiaZdTEuwJiX2O7NTe0Rp9Pqe3U6o30o7diOx92kVZqiAi/7iK6fthxNY/UHKcJbf4oAMGJzPEjmVXEhdMPp/NfP5zuiaqXpNedvL46DsI3kTTVkRa3ymkzj2PMMWz28Os8YsN0LWHGb/AYz6EMI1L6leuW2osp1MtThVt3HkJohDadkQXHtFs3nZ2MfIjjw6m9mCU/UY5nF21ZzwpQbnJhXmDZV53HMsZ07IQ9Ctj4Lw/vhxYLTfMU09XSSKeSf7sEFk45brUS2CZFmGeJZniOvwccSXj3YlkLpUrfhfRB6bgt2SQAboRb8WKBhuWzVG4gHQwQ5br6E5keBx1atB2ewIrwqfxzkVdeMe65KguIy+KpsyLrAImWOmwVGokzFc94egqVBnnQO/bjQW0SBFhy54sE8l/zTdblcAq+hlYQkJ+INgXtge4v6EBb7DUGwqnSEnSduW6I0lZHfGWpVIhlnfAuQxb6SdMtrBLyiKIzWXQVmMdiHJZyZMs+0BON7zYnx0axIkhREX054ivFKHR3Ap9P5DIZSOhQWUWlxdwNMtoyLB/oM6SUSqErkLahpt59IJOUAfMxYXYb33cDwte8lTgHudAyvGmfAjiInOR/Nb7Xf9YqIsxH8CZkBXLIo6F96Ks0zs3NET1Oo8sCk/psPf3BskCEQWPz4tCLNjX1bkrmscL8zAnbD20D76ApWktTxPVGg3nteU6q0MTr5Lu9hqC6I9cnMZD+uqgg+pRkcxIKQUHUtSIAQ1T3YY29rGKhUqYdSYl+6Gbmm7IQVdV6i17h7dyK7lB6jnebrcxib52t0qHdVRyPW4hHB8x45N3zz/PBeFSZlveUXS9zkIO88xKZ4mH32OZ04SsJLQrNq8P7PDH9NCCXDTPiNaK1Gg/ZdSBXNrDSEjfuzb8LJqnIdwt8EXVQEme3EBYB+7IuWd5CQmVC2grTaq+GVsmtAuJMhaX7GSb1DObSKCPfNIPe9hKyyrl2Di8q//MCpIbjlt/o8bdxZT079e+bUSgYmYMDqBjCit/geZSNxqjSJv9LjQSL5blgbNhMSERIhfhrk574cLMtLHiNTOATlIgyl+PhVrggk6vUKqWqjxAFBH9rywAK1MMSptVpFcHOQ8Guuv4zQvrCM1NttEMEStM9iTcUL+bPL/mXNBGWP7heNM2HFpSqT0JpP63cdZePP2nFvk2TuG1YDxEEKV+BbforhKVgbcKqwBMesSoZfqH7aKOK+3/K2k8MPuVIKD/4HxhAMQGSlagZhI19Afz2US54v/8LIbOe72NfsG6vcbq+CZ/NmmKgXfLvC3lnkZ+e+GfMnqavJAQ4lNyU4fKmg+9dAb5JtKgkEt8ZIVEywNNgmm+2Btje/WSZbesJu31wngqaQoIpS4y7Dpk1y+2r3oWwf8Gq2HvK1tKnHx0gDj6J++H4EM1agpU1abPd5ZCAsXQsT2eP1XcHypiNIL20S45tUJbBlsBP9sOqz+f1z8xrgXGYwpyDovPAiKtVtflOgqOzNnDz4Rq9+XVmRReHgJLu3OoNE2HvudxMLvaPITAEV80i13k3dgPeSCLngREoqVPD5dS1VhCJtIm+jbQNrE9CPIrkluuO1JNXOMjdcs1SSJuSZ/CatzQMze6Wifxa5nOUbDtlVXsUZQmNUZwloUoD0Lhxl4igG3z7F9/b/pPlGP9vomboyWtXKxx/a/L1soz/+TA3YgQT9+f2jVC+4SHJkwb2J9p9JZsdPyh97oVgq/mHU7ClHaTGrFIh9zhstf+ZSQb2lmkL08V7mpsOQLvITzCeWfltr5qeH+XskbvcicPqO93+XefyCQIRcGB99iukRaQ12QZDJ7xwrKPhs4Zjbw5bc73PgZsd5gwoQKKXwGzZRVUAAMQ9EFozx2hEVbyuXY85DFahDYUzxhEHzVuPmo03B1GLjoLNME8edGd5MsfFSg/Wm3nOrFcy4poEKBmA9NSxWJUPp1XbZS+O8/8bp4zTILxaUMRPnOzR7V/LcsfgqyyPG5hcrT2NTZin5NGfoZ6Lc9TiYPlAJ1MlLhQv7zMduHuEglkh3BVw0zYk8859LKw/TNeb3xqnZjntGUaul7JbZxiR6r+PPOzUPPfuoPtBNOLh8U48bfXMp3bW0/dH+z61ETisQcFUQMsWjg0ij2qV9akhMMJ7DGVJDa2YyCckj9+y5SdVU2rjDFSNUcWlPgC49CTIfE7L8OFB1Fr+Gr2lXdBlaEEUR9Vf2icjnSFfE1RROXn7h/Atf48Kngg8/UHZlbPwokUhHxpWBdxJm63NE5q08HZDT2c5qEFd6yWaGZRq6+Wq22TH0QiDdzIBzrXR4hYxOndeBSkWbGBlenFA73jmIrcyrTqvHOTEwbLUuF22k/nFo7DjW+BdPPJB53SQBH31HBP1dgHd7EdQPtlj6QIy7YZQm+4nJu4Pm1lcJU44N1xHS+h8Tg8BqruWI4R93+0wg7Tev3XY718utWQlleukqpVzLNyKXbXN0giEAr/9/JuQHzhzqvU0BUCsGLOItE8W039yv/glMa47DZKXRX93XD1+An1Eo9spRuUgQxvHlGNbothNvL8KYnRc/LX/ET/Hn+u/l+RCQBJYuyBcECyEcgB85KRUEREvHiAb8trk/FUldLdtp1QSm1+9MRV8BXPo+GNaMCa1ykNJFH/detnfIcEXezJZgOxWUaIw4Np5zfaTtXUIZEu2RFc6tTfAt8fvYQgXtT9dTxiAdLdwiT4N0w0CErIxx8H/nF19NXLd4X7tRhHakNnqi2m5fpULc9Dm0EXssQC2TSKq2VpVUCKjz2AruKD+5n4HwBv+g+GSt3q2nx7KJ3hgLf9TaFIohsdFNdJGBUJ2Gp/Ky6NdXPoDpCzUUgWE7/aEnh+ENXCfuZOLEA5wxMONDdLhLBifrrUb+SPAUz4JJmgLxnFen0mQi1AJbkMJ2Fkk7yfWsYVH+NXLO9Z01amMKrPfg3xMAhht2ldPWnyRErd0NB10OR2zyk42p5IbOFWyFcx0w4pZgOlwPuieQVTFovgg3fyyl/wo6E70YpNMX4fvMWA+Ew/2+kIDNzS/Bt8z/LwMqLP+OjeexuekO/CH2ym6AAy1A5ptIdI/Fllr8oDRem0p5tKWngRLjQHtR5LXh1EcrUNVzTp9+suTRAq0l/a0GaomO50fWebVu/cmY/bI8AI/wGeCn28IXPZ9HQdMbzLRg0FOPqKdC7vbXyOTP/JMajmuWUUpZbgcIdxMVd6RaUaTHD1DsBkuYENtyujH6upmqx5QaUpEggUqAkoQ19ztJ90z7fBolR30AxG7k7tVEXj3QMjW+kYfcI3AOuFDOSNCz92M4BKUfu40l51auE5LCrlpMniQskhC/5BDswojX2ea44PaVPZN72mdyd9VLaBohy1/NOO/j3irFD8jnhjWh6UKweA9rJ+kPb7Rl2QZ+tKIYCl5u4vxzsdHNmIOyicxx4dKwcEvDpjqNkZp2w7MLu5P93xHm7wbal/1PCm9nM/HsCFEbhRYaBa4OyRFW3If4SPpCRppDzS4T7y0uJmoAonVnR1OibKi1qN1zNK4A7jKubGVR/JgrF6fbQeZgLpvDLS14MPoMkztl+k+8BacaIagbwXJfw9b8HEFEsaaRbozp0gyEPY8yVpAdspGWtOweBCHp/azS5e4gvz9jJoKmLsRTOv5bLf+B9K6/wHi7iptRcyA/LeDip0BlzK3H0Ufc7zOvKTEfEoBa3gD9TTD28+0ntQTUdbb2XlwfnoduWm1pMdfD9wTnnCuvwYQzidiARHRuePazrQA0+ABP4Y9F1tyyPQSvbC+jS63NWE4rK9rd2kskIoPzWAa/L97r8PSvnJkknkoonE9XUjbAwi6YvDcLn57JJn3nzC3rus9ER7A2uPmYTvI8Q901mcaeH6tOtxUSYE+RRzUKAekFkvAMG64k0Poev/SKs7492QTP7ky/Y2pK+7QseA1NeroOENc2mfBGTd34VBnnvH0tUxEG/lfeCXEVPdH2V6aWc67RgPN1mfHnuq+uBgwhU0luu7f8qLi5CE994/o7CeJ/zuV4GTuR8O3Tnmsxp1s/tiQeafvtMLESYE7Fkxnu5ZRDqqwlybYyYWLbRX8kOUyxLw24u/rwkfdIVAx0g1yw8iYFzQB869aR1ksgpDiwI23Cb8N87ukyycLEPza8zqYTpDo5ktHPoDc6wuzLMULEpTc/vTlZ/6k+BWLdQ9j/0uUHODEmg718smQnMQIa6An6TSkjM5vO7t/ACwSevTHhEwIzpxmJzSjdKoxiHb9AJ3EBbQxy6s190T3WcIxonArjQTZ+WF801v21rBN8kPGnlJKYCjoobL0teHqKU2cgCM3pbyGBc1UuMZVcVdEym15nXbA+tqYCnUooqWDAjpGln39TGtpjigvnFr5ozxDuCGiUPrbBTXVhM46GLeFS+Jef3XB3j3xRGaEpYVEs1yqr9wRiwmd+4vgrks64mg7AMddMdLqHxf+GKv+KH7YGK1GbOH1bDues9PHvTjMXMAkQtUQoeT/hlUZsJ3A7Q/co14lktjO8elQYdvzb/ytIL5c5yFF0a05UzmCyukhGmZfvo2lUapsoG06t9AUqMKwxs6XRjwuFUcJrT+6DzGk3Lh84+6Nom1HLeOD8Uga6/MHABwqFeLzw2CQuZnABmeRZVdwX/zCH83jhODYf23rqfmIGGkTBHDC2KHWd331BOxrk8ddnu34ddULfqzdr7s45lG8N0jrZCrlqTcLkweR5UulkFlxbbeurbpo8JVeTts/Eb6bI8KxdO4J+88ksVY5p+YRLOqeWXGtRIIJCWdCB/1nYGtcrti2l5twyUtecKIHZKlgTGGo5k8gIx3wUqbOq4pWy3ruLpi5vYtYDZxCIVy2HJuOO18KMp1PNcJEjQH7R5UA8KM5rpePb/3PDQav5Y5Dnln4FUdDs5xEwCg/hT7jibWthKNacuSQ+yIuX3wseRFq986F3WMtIPnUViGDHdOQAg1Qde9V/FS04QLSYIYZHKP0xX2I4tR5zQQlaGHTg5lVHXlc7n9aecPpporln0pcVCNdj9lqkTq9IFCxACR4Jw9vUFTGcQQDWJ6o7gUWjJ08SjQ+5JtmCpdnSUWCJBr2UMzkZ92sGp9LsanAbuHIq9aZrXpTXX4bLT9xyjORZZcd0qdCg4RKqIg+byBNOhZA5jIS5hIx2izWuN+JGmV3BIyuYsJk2SQHDV1qOKGB00ApDvjxRW2nrcyiQnCE6SlS647fH8bKXiIu9xAtBJiswFuV4JfvVLvLXGW5Ay4MGDemWUXY1PBtFmBg3BfC3KuAwlUjvuXkPvlHXc40wAw05symaqMlh7tOPM3X3J0JHI4g8TNqNnBwpv6Nxg9u+efxnLFQ0QPbA7IUBguxIXaQTLMexECvHkQluG3vTRmE/u0y+VaJMNyL8It6JUbm0G0IEcILSVOS1iA/uRLL6KIk5oXLgJ370hYr9qKEZxk+N0JqhK1XDbI/XyWv/3NHrQLrZd6mcfAdl7XVSXRTYnp0Q/QcRat0eWWw+Ks4B5/Dw425j+4V3Apzx4l+mTe/oUF6GYUQUeQKGiWeZhhL3cM8zSfED+PwJbzZy6i8LNguSJZei0jvSU2PkvXTBYW/ACXBAwuosNdGPHvbZpTqdsuqJQb/BcqAfxFsknM2DL9bN+tbCfrh2M7C7iSstv3SeBtQ48tH44ykjRE9gVrSXFl4MJ6W/SpyyRXJNYDQG6mDo34LdU38IOfEnNQSQyLS3FWotl4kJLXa6gMIJdbdKDOnAJ1pV0GZnyy2VsI1EVujzd+GadW4k4idavn36qjMUHc48lHTYYXI3CpSPBHvwnAkpHGWWibArumAcV6IvER74DldysRQrqiGyD9uSsI/odrQcWNKKBeStXl1FOUjFzPTxtVidgjOEYyR/A2yYYSH+CjJV0eKRk3d5+PLBo2hEce7jL9vmEaZz6n3bRO6Y4H+aUUUtKyARhtn+N1ZgnZqNAnekO39QV1WtRQYkUK9vMvIVKu35C4tS8A0HDtDujlDdLYdGyyRCSzLWlrYb/ybHlbhIgjXb51UAYRQDzb1tiSo0v0Nj4QimZMmKWNS3m+NRpfJqNqdboILpMDed4uA4kZ6a4u/Eki5dz+F98UcgZ37zqBVmZ3hKNJueQ1HVTX2rl/XxApK9oJfUNiu17aNi31xLsiR33z22lEJTLGSbtkIKQW05QTCbZ75znhMWblOrW8Yl75VmUt+tzEYi4c7b7C14/8/ps8qNcy2nlmre22e1IJ6k8INuM67O2N7j7NMgUOEpwmbwtbKbR1JhqKRtNkIm/TYMFsHy9FD+bJIdlkQVqxzlBkNRPy4xPYMelpk1Z3mQM3jEdq8/MrjB+IMa6IqXzq9UgYO9/zZnRooC1cAC49lyemLYXVrNIuxkM4Ep9h2evb5wc7AY/WrOvgYNMNsEu4NckI5Tp6KMqokaEaLNoclCcPPb2E9GyUL/rPHvMawHPXjld6cSC2q1Ee2qEc0VBclcZE4okiC/2+oiUSOE3AWKmgX/t7FYXtXGPdgtjn1mRMQJnO9RzDH181xpPooDlDIyaaRC3Lkk8p5W+kt4yXjjnSebSgmResKWUTdFFBe4XTeOs9zt7VA1ReijdipOXxRkRDZlfp9AJYWcgV4XQkybwaJHKKh/qCbRD7uZ1JfafuYviJL4gjCPq0eN6L0J8AlNO4ntKkaAIPnIR+Fkl/Mv9axVGIrnnLbpgdiIYmxcJdmr0ZSDTmxkMwm+NtABxU3VIAYMFxoHGZQa14bv6i4l9iqFyU/28i4yuRDKetyVYD9isfxltqWxXla0NRXNT+ZPbXDJaVpaGFZwa0MkguEXd/HXgzfwrtFI0IyBq749otSUeEE+Vr9YM7r1dIQmAFWmcTa8StODS1wrKyEFf5orwy+jVUrrgz2Ee2dIxeKm+tSQ4YDty3kXFeJP27nOrd45xhXCmEEq7qB4IWrti6/yttpVIDYWPyP62hIodFr/aXgCQ++6Q8nAD63H8qYIbyXjIU7dK8TRGHcGqwfRsYfskOPXxN1ogpzKHwq/uZ7WI3WBgYy1qTESnNpDtteU8sOlI2ojiS1jfux7lauh/L9ivUKJGoFnW0RtvpgtnETeuZ2e658HRZ/1NH3keflrc7CGJvenIdt5SkEHokfhMRJMaCGWP8hTOISXdjDm3BkZ/PCcNLVNKPsQCR/vdl9yV6UF9mNrYgFBA7H2r/Oafi3/SQqnMIiI+YzN3GnkKM+4rKN2FZlokNXUQvt7pSvz587hV6NCjzD5SWxt2E0DtPBp4k7fG/K7fGRrqHtsHFiwuuEggvOBRmRQzrgYuf++ICOVtsXLqeWaheYYjhgZHvQC+F1Fqbgpmh5MvLxcOKgLcvoQZneCbcfy0+Wb8H6KKb0tOna4cxn/Ere/ChpvI5lAi8g2KDiVXcZi7O5n1LNHJxxiBnX4yzZvkcIWDQMTW2sUJ370oWluvAqkGJ4sqktKgC1FAEyW2otEirU+j+sDZUQpDRavA116cn2uLLT90pLGVZ/VUWrAxCsiV52cQqLgkPWc75sDeGu4ITNR7k//vXSvHHyHiqpv4Dp4l+KBtAMiY9ohmim0ZPxnDlWCGlqelsce7C5EvRTr8LHwRO+zamXngQA7J0z65OynCo0IzRck+hglZoh7l7evjNPlYTMezIav5BWbOxh6KcYMKoSmRdBjVDYhhGj3at7eZPFfxvZC3OupxCAyN6BNo0Iq5I3/FLfQOiEyGu/LW3TdOqNm2fCy8/d/IkzMtDwnn3X+hOs91IvAxuqA2BXXmJTvx5wO/w8mxIqsx7JAJ5r/2Agzy5XsI7EnlsLkqjiH/SVdfc90f0S/sDwoHQQ0hdX5whPZ47Kplt185Jnq7Ib9dYmJ4IXTIR9lbd2fQ9YwAIw11dhFiROlhblmwioNBSb70OK7WEdqbauWljJ9+G20vx2OeVubHpj8lpUfqF7FiCglaNIsD20/khbQdq7+qt5GFTrNRQp7aB6/ALNbe314gmq6ajZhKu0AVBR1/rwicKxBA21XDHJJGbDvEN0lJSsOgNszFz3V7YnjI6nzcSs+rpvjtVfCkRl/ZIC9xANiHfjFF5pGZMbVwEoM35tmx83o6kuSDOCVsZvoPdYI05T3/Xy7YulisVeWtnFfzwFpKlxKouDmDWpfgw3dvunpZX7R0fIUETbS3InYHc7p4F8+b/QUJ+n8KyCMj8ZJBo6w34wFETRhG64qVxO0bLZ6Yhy29je+DajnpNDphyWxDwyaYZz3kJtUysXRvXtLIt2QjQ2p8xpzvqVqYOM6941HUyVAp4620jNNw5/YzqtYGafl1hn/3jOVVKwVs9DkoitQb5+91RsRC8SzRTQLplme1aVrnI2SBCAyhPOGZe3bI0BES1fPzTXd04TczbaNgWAoUEWm3goRHXQQzQfU7EK68G8s4bUyR1D4vJ/oo15o4Ldpc8nH1u5hDN9azmCF4UTWwBot/J0fMI9VEky3FZPkBYKysVyNr7DKnQjqe72pnYEgz4SEGdhQC5DHpuH3287DLz1NIk1+ptsMNPJsa03vOREtHPXzLGqQYTPiXLMJYRf7jREHIPIJd997EtvbEa20h42L9Ur11H53bKYP+h51QWqaa7GvAnKxKZNM/Jq1pnrFzqEi/Traoj6PKDKUYhMHATDnCUfukzb3fJO3v4pa0w10yYtn9c5dR20ZJOPlDjfoWEcUoJk8d9TwPB8pntqPmfG3+ZdR3s04SPPiG8Y5pyIIgf0XeahOYpjZJNfjnw6j1A5ZoCUpfFxPkuf/oEZUpuHgi/dPAmUeAvOy4BmEkE8joB7yrZYTuLlRF00reHwEOJKEasdiHgHrrmte0EIeafurJq5rpZaCTubTNPtjD32KEni6YELqPxhgHlmz/ztZp+2USGYRecIt2YVG88yrLwwu9xUP7dvB7hnL83SnA0UvnXyY0mGjllCGfOlsBoqhajX6mrFVqIZsX4qV5RMOjcZUttT54LJOYXbBm6k3Nmkc+qmjXvxdhesaU4ou/nouGDsar06G1aDr0xIM2oDdQu2tZ9SNHI+bHOJWR2YoDR0i5riAuOsrPCrg7+ahvBcVRx8UXHh4cmPOLUnsIKVCKmnHXYaqqTwfsemaoEiDFUyQopl7j6KoERc7AoNlWhybP15w2RWMfbiYO/F6OUWyWQL+ZimeBZTbWRq6yUOV3WyOO9SWT97AyMqfbRoOMocWbROeAabLfBneA9w5rdjuUyK0oKMX8A+h6N7o6fcLJFsbiMjddMfMytdVZg+XqF+sdK4jS+JsDX63CE7ohhgkOwOYuEns+pIRtOGDgyKdJ4txJWXO5/8oN068GO6ByMMDY0TG157p0QBp7VBP9tLoRxcH7r3oODqC29ySrJ9oASi3rHPg2/ZG+z+A3Sb+RRj4FQaE7IEqleCpUVDEzPxcYCIPLUb4Y3baDWrlA5Z9s7hwXjfjAebBkk9NGB0OXtJakbbOrEKAwp2PfvuHQaWEuwhsNtTkh5/LLX/4SNXZwmrxHwc7RmCdob8jxJJzkUKYsTC/sjaYB5edO7MgY3+fADqKIJkrKu7chAlkMQnnyjJoTI7jPCoHHaOC8ox++Ap1O8wat8RMPRMbQN054wyqgc5cKe1MtJUod3U+P2oIXJrMKxS0tjAsI6hHWQsa1grFKIWP+ebgyOTt3JKuuiKEbON+FJyo+xx7wDrK240/Uu2FjWZljNyd1M4vHBHGFDefsFdCbmCmMr+h7xUc6EHwRg1xpRLP2EOY3JuSh9rif3HtM9DK7RwcaYJ5qBtywuz1dwqeoA1QB9t2GkvzMC0M/7U5NdwV4HbBdc0JlTdD1rHFnmtXMUJnWDlpgppX6bq20XVt62uSed5UqEfwQtZtxT8hjntCgmxqJj+CV9P8aPERcYr3rhpucL0kk+9MIuomn9ToHmGY78n7MGqHMSRHc+iQQyv74RtB/6MFElz6ObuijwC8qlNg3tfaEU0S/giRxk9X4Iyu7vJlHntYJg/apwl+PUlkLV0Q1o5UG0+aqOm4GmcvMxPHMQKhgo+vN8vfnYA2CBax87DyXdwRUu5pRykxcv1BbdfJ81dFoXDCQDlDlSUfNHkBoT3qi6U4lQG8bu8BsxmFzv5OiUhVOPmLxO+RUGSYc9NqvCBP+cPFUXI/SX1NkrUGC0eaPjDajsO6As8oKPKaiOu6tB2lSYc5HUm2qxboVpnb/CHXk+EO5835V3FkSBHWdsr47kvrhQl1jny/CsMJYMXKDvibUD4/SetWNsPm39OU+3tPGSRgdXEtTCNixvO2mz5BapYyS1XQuMC5gi6LThAx4OaINdCqb90C3jTykwXa5AykI2vKjiOjjaI1Cj8CbWp0NmUmIA/bxehdh6hRx2mO06L22Hz5y8Pw6QDmf/nh+uhKuo/G2jKdwVBueaqdJrO2F789aaKNlbvqxWOFN9SJ4Ov2tZXqXKNhVn2G3ZU5XkOV8eeDCWolJ6QIGYKilHZ5podBiMkU2zkqfrfY31ISjML6R0/xYhSHAigJBixpoUwBFg3FyCebCJt3ruMS3xhaeDlEAgqdc8S61gkvn/MUwzhv1T4uZkT6ER0ybFGbwfH801Zi8hn4DQGwKZdDyYMXA/bbtCiMhFwBXaKaKYx9+O6MnnX5+CR1FCNhMvwOmvW+l4nWl1cU8prRJpqLIpbPxXtcC+QCQRmJiZM5yXuRqwEPrgNkS52d3H7C+zXpZV8ehE9mYny01wEo6N5r7x7QOrZAuKDou8ESUJXS1Qa8AmdZq+TR6/lezuU2UjKeIT1KCkzeKljj4NdrTcz1aL92r5E0Fr4gqtQQ5alzr2i8ew3omA8WtTtrzhvyfgSv8AbqcuG1gnu1VIvXT4FB8BsdDl28XNiYYtuoklwMDykZdKM9rT+aUZEi6HHSV4rCKvzuZqNNcM0XwxSlPL8WXhCxNiXSx9R2KfcZRtFvpHFU/UccriXlLsx5FxriKYFQDAcK5YzI0QjNguZyTZRfjTJierK/NSv3w7ZeXeZJJ2mFjv/U6s7az6VXe5lRtS0pSQ/j2xQe5MTBgJmWVFm39lLNlnQJr36VIRWkwUPl4oBljESoxnakcaVeuhB0lt37t1lbx8wi6VaJHiDf5vGq1xM/HVBzZWqtOaS6OcdFuHGhlhKINeY/+hqdbkKSeMnz3B1a27+vcA0H0GgSNRIT9P07vyxrCLkF/Y9bJpR08xwLaUwMIi7N9uCbF+VVa74O8olI93L0viDdGvPcuUWedt8mb1CKBJGIl9BMFpeia7aJw8sLOH5zdkdffIkaARmNUplF9Qb5iAt4yS/U0flx7xGTOesCySUfelLhEC8V4L8kBka3q/GpS00wW53bKAIinLA5lm4p4NranbXKSVZDXCpVk2OYuvGq5cFK8+dWBFDXX+f7OK7uALXUmbjbaFGr90jeoD203fz74tYKnwnypiUjx0kaaktcZ8IByEvHtr+1AukXM0Jmiyy5xnqN/T29vh2Bwo3bg3WiBYcbmSDcS9QOMcz1zQGhR2SDimJBycNIY3UuHe+NYm53I+qTAD/UmNAI9Wt+L4hbxpj6EifcRuF0ShSxlsRwF/8wRolCM+fVnvvyrkMGgIUYP/wCl57FrZvI9VacF+x8Tt4JKw6WP81DTtf/FgISag6abDdQxIXUbNeDaDuDZnXqV40JWh8Sx111YdB7yjoiUIHSNY0FgngePnTh4R1DlG8IHAGauHKfFTdczOxnmsZkol5ByduXHGJWLYe8xx/uK2Wt4uvglFtNDrqdrycaD7ea38VseVFKRdiXxUxZhPcnvmSF2urw+66YYwKMnHqy3UmQO76caz2Hil9M2C+mIOWp5+0GaH3L/4tq1pBDRsWQlAmJVZmMVDPkYDD/ckEifTImx9iLwVy/dBjrvTd6u6klmDapf13mbW6JM01bdhdGQsLrkRCr4gImJM4YmD88p7W5fX2HG35scE+kQr6NGHJFYEMXjOPJ+bEqvuOFqTcQeSpF2FJtbYIAwDWh/n0+OVAFwUDv85PochArFXPAuj3BZ77PzQrihCEmKHnAC2Y6BXVhm/hKsVUwntbVgjxdpItuFRXGMkJUXP8Fz+bWSGZZqdQJ51RCHEjgRSF8nmnDo3e8+cjQ8G+TEzCi2AVzDy8P8Exqiw+KetpPSYubqF4QYMy5bi5+zK4exRm++OE/WC9DLOzjXJtP0/zvnTdWxsuy+qfQTxp2T3iwLi+RsP8mGX3KnDpYVlTSLhpgp94rCFzUd2MR4v+Y+bhtWWjMd/3ygPP3HENYACK1ROVmMx5793moGMFAXBG4LqkhaVFkxRjtEKQYMgizd/z3593aPn0oySP+6jaXZRNI7NdBZtzWIN6mHa3rqrb5KPWUomT0IniGMUPOPjpP1ne6+Wnj4HlOt0zvD35OkHKHNX3RMcHrDMicwvKJBE7SsRpi9VA5a6tAkPZ5C5xMdp9HtQkTIf2rrM9PW+j9QyKowjbyqbWNlJ4DFBdwketPqIg7ro3rPrwBWigDvKK7oVtSwIUJn4aNMthX2bfJG+Ii//Bd6i7IkScf3/TZlkYiZwu4E75Jk6ZU6G0jCoY6OqHR8edljiEDIL2guUickN6zIwq7Hn0Vi/px4T4lofjWW2N8jBRBNE5s312accYvzcrWKrfKePPyB4Pzs6nAl6ETzc/ZWoFJx5cwwgXxRAObyXqQyXdV4qwgGaMxkBBzWxOq7Bq3C/A1DY8EeYjsGCG+iQ33AgawYe5q+AhR+aKVqNMdPib+ozZuqsdNJKrAx9meGFEqv2jeWKBFfcPtQ6/OtKn6/+8zYmDOVhygYoLdeYsRSMBfEqH9QGvGlQUA6hLGD8uNGqapp0OVuiS88G9NnxcAM65gKIjQdbIrUYTDbCTxFIGXTsyR0Z0N6NOHNazpUs9CAAv90z2jwfR0cL7Yi2tEb5ExQF/VKmIbn4k8hjg+CjZbxLhQzpybMSWu90D/JlFSUTVrsdLQjMSsKLfUhptWd1HVN4XJWqG0DYBSmD3oDcTSA3GNFP9zS6Twp0S5szDesWXW3HRE7HvIM/xtXnz9ogzzlAC3vBX1sbKa0vvreuOPgxAJQj0PJu3MPmKCiZ4roFwaEIgS9dOPOiCkax3eW9qAj0srIhJvIyawkv4h9RV0DKH/2+LvVE4l8Rlfr6ZU/jfy8nYz+7VMsKfaHK2WPVyFCKHj6aKEr3mLZ+W6ku8klWqjST7zZ5MNwUvuwUcGzn7V/2PoPPDRi2fLVJfB/0i/FONuOg6TkblLR+GvCZNmoDgArH8ew12oKao53Hep4vpM6e6869N0x414HCGpnAfgM+i4njVCf6vLntIAYUAgLqdtg0Cy+4/lhtahWzgWu0vP8569fBx698Pj779clkB768qfGmHSylJNykPOjtIAdU/dDyVUr2mioA6Ii6nlCuIGFixMQmVB9ayZR06rfLbSxKE+Kuo9YzyxPMqHoKrSCnl2MWgs6cV+jpo+3lrGGxC/yw4Ej9XWFTow/Dm5AwrMd5Ys7dOQPrdK110S/XPC38oZvtxFSS9Cedzo1ToGHBsxXCwj+VoT+ue8BP3C6uUQNpv8VeTV3xCTW1Vi6fUBhC9gDwo89uuN/gkITu9ne9bn79vb8kaVIBlxqo5gO/TAXz1ITeqQOiibRXcGRMAOPirAjPTZdH28ArIBhYug04vYN0ZPDViNk89iGCW6sGeqGnkiaMHUUKZLDpHzVCzlJLuDVxsQKNR3FNshZrDYFXls84dLRAxaEL1Pdq25eOYzyfJqQiaxPZMERu829OcH7qGQZJibM4RUckqZZHx5wz/yb2cOIwB3maQLXJeK7S7CoPzysB7Nrb+sEHrj2ey3ILjFnOco6qKj58od7U2lDpHygY5+G+4EwWswNDarU1SCfIO+p6Z2B0oDGA/R7IAn1GHAJKR0bjOV3tieWuSXqtqUfilaMZmiwAOdi9/GtyNCd1zgh6BAdpnJvslLZRKjP440pOGgBrzInD/+3A8gi+6qGwCCczw3I/T9LyMrZ+9YeGhXIlAnvs4yHnA6344cWjsxhd5BH4nmYiJHhQvlfeDcJCnqNso5OZEYUiK48WYxufQkp95HSJzKilBmQEvUdt/3GgjE64eMJsQS2SyoiuAdC+ixIXYniocnZ75+Aif2mJqCOHX6GMSnk0VZAfO3Ap9tuimoTtk1DAF2USxwjdlKbmDOQEDoqSTZveseMZFxkwICLw2l9ugkmaBDcJCpUde25tXmofPHdgtHsZnDL1i3LPirM9VKCALK8XCBu23ZpO7OUwfnzUt8e7w0yMtOaTHvjcl/rFTaFLgI8I9MDEaRu1kaWqtbi4FOp4SxAcQzrPYWVHsVU7y9qExMjUJSSWpfjSXF+crFFAGWyU7rqQfBpHVnhO9AGsiNJstDKzdmF5zXFgTjRBgpDgZJhSb1Gw+LqjARDDo8chK9OjnVQPaCPQ3sgipNeuPeilFdYXAQ60giYGnJWbrq/T9HvgTPrXgrefC6vgnsDDq4GWtXFjfuxEKGr6Y0fFlUbmwUkDfjFYp+ir9cxCgbRGa/AhXY7wc+S3Zp8tSdLn5We3zyosECEY+S6yCWGbqxuuQymNDYT1q7QvLyRXcdZnWVBMiLla++JQOq+jT35fQAr5mc424hBIa0iPfhfJEf96+LWcexrOA5RFdxYR1e0Hsg9DVSqZ9QOYor+9Eth9FW0ONhU0WLV3JA1C4oNICg/qnsX0mOw8cRK/aQhecwI5qtaN5/LcqtyoNrsBAPmIYDwRzVyK+J5tZDLR+Ytch3JFlSJVXcrRoK2Oi+im0nnsnkCPoNgdYZmhSKDRKgzoWbvF/kl7gIKIubbVIlMkR24MSazD79noEYgt3ZCVEaO3mxMTW06qGf0+Khcq1l0b9zjEYzxCrpz6rC31XZy4NO6sE5Ho1NUaJkkxuk8vtvCRu4IEgtX7sQaXMLjT//Ci41W/j5NFuK+Xg753GI3V+T2IPkk2x4AmSk2sJrtBoPYk1dnfVQopICJYXOFT+3Ctf8mEpHoAtOkP4VWg35edDoJ9qJsqy0o92ARUZpgRhwVuIy+20XIY0eXDiJX5f7KMaZgrj2werpQVcgcrB87Jx7xCNgDN/w6n6vAKUrB6eYP8cKCjf1IJFT6M4/1Whdad0Vi1+TgcJgs2KUT4c1q3k55nRBzOpl18YDzfQhr0FInnX2jbp7mSu1QMHYPOZLpLo1W6u/KDWehHjTNhijNxOWfsH9hYd3xFYLLdhUMV04UwMFcJ28QNuDXMxEp6ZfhBthVtxPNcpr+O61LZDpZEC7pbdEql026Z/A07AtClhCDXKbwWvcFwxqLI4cKqHW8Nikm/iX+plTQ72xAgHoZPsAVEFIQmYX1UWiDKqecFQD0QGRh8Qe64nwB7fqSYEDy22UWVO2eYV/bDf3uMq/cLsr9IeF9bg7DzpB/h4+TClNpDyf4f3ImixqaRwhTLnD8c/kEQjtapDwlZZsbRRM0k5sgRWo/8/Oq1Hahzxs0n6VhB1lJdQ3UcXqxXbZRO3FRvWzlA/mQDA512OHqHBw+uUOmXa8owInTFvj1CmaV/sxmEgCYyMvdcF4+4pXTAHFl3nNv1HHaXeAOpgIvOjUGLpt5eSHLWIHvORYqGXgPXQc5SUeElqS6qKIdbBrRg6G6fGTFgH00Bb5GK6LqqfCRINWGbAWWI6oOxKgtXZ+0HnLYP+287iTOfK7uzGAf1mW9WcaR4pI8zAeWr7dbml9pUQ+sM6sUNbvUyXYd0cA05KAV4+O1ktZj1SZUliu20p6yDl+DwWFtGCXieXP6vZ72wLD2ZKv5YTiTkWpMVdU6p7KNfCpZnbstWbGRiRMQogIiYFP/MmM5pYCnmiR6T1vqcN2uIuYHqX6+LxN5A+qZOFai3oOvOSMBZR7VRF9iyPBJcB0KKHJmZSt+iEGTb2RibgcYZHS6CHpmSRZiK0i+i/reZCuXnFLWyvVfph7f6RmDWrJTGDdBXd9RAmhlmnbPS5LVPI/3JhwZeQK23QU7EODfYYus2NAhdcoLxtRWOBMlItiKQsHEL2lLtz9YZL38oihbFy7TxmDLEXXvboL8XVA9nqDLaGHBGjLtHP9J+bvb2/L7Tmy4tLsSoKDSpP5vw4HRXm4/0+fT7UnwrrZF7TtMK43E86eFRw1wLI/gi1jZ2bK7BmmuIiGNtUBk/lIE9C4/Z28bS+GXBj33ju8dw+D5wCYBILHsrEQVidN39DVCrGcOe9uEkz9CIn7E975FOPA6UAsEhTC8Ak0FBVxr+B+mJSv0NsM3kjeNYalJXtWMQMHlzFA/cpMHD10AcQj6450MEgnvj/VVA4qW8I3gV5vHvje8aCOAYx91t+FAAScVkQCsBbz59p/2VsyVfYlAmJ9sJb0MohTmJTYMk+vdEXujyf6bZ40ALq22adlAGAOqe6LOsmo727XypCPL5XDkDuZBs2sOZL75PYccwbmP4zpAPYIGa5aQayjxfrWbcfiUnBz6OEHUTqAeGPKpNejp6cOqQ2r+1HrWUe8rXyg+yTSLxAkql4d/hHUJmJgh+T4OlqxySxWIotWTShNabUrc1kBcn4QSfmk9/MOBKa1InlF557bl5ZDW0/LLZumTO29VDiOdf6ejW3MThw187fbcW6bL4aOJo0mM1/04K/c/JuKsApFZHoCk5Jq+Rw5NUGCEzuS0SRFjuEMhNr4dtGdYA9xPjYkqMIsA8SJHF1d0gmTSGyBdXYzuyot1NvP8N1YzMcrIV3tMFimilEmR7k4Lfdbg6ydSAJmLsBQDWNfyEfpq/QTLdyze/bh6qmpshEZGMi16tMlMmHkQCjih1HOSjrLeVGsNhLoBXv3ujBqTENUxGdDyePBygyvV321jE1GDzMEwwW6rUnKx1CCmS+BaMu4laZzAuJ79V44yU6PlFeOWtcI8PYQTxIF9C1dUu7qPQ5eP45JrdZr1vAHtaieRoUwZ5/EbS14n46H6NReHlsVB5awW+7WARt1kF1h2rC59hDfoXlVq0XGdv7ArA15DSk7Ni4d1DK0JHNsAIM0C36KrneIdDlLNV/W+n/NdALQrpaSls6DmgdKGEwW+nDsaBDK6juxGKqUK4dVbaeXvRkI0xxbHoNmeQCGFs4CMOlpLd3laSBRq8r4A0mHRCKnjPVDQRuAWmTBfla6bMW5UMArsKrcBsWIBcltwluySiRyHF0zzOI1UBZuN1mYTrZSR1vsPN6oOE843ZQMte95i1J89a2QcGRLrStuia6FwoaE2j+5ARgty7oF3unPOgeY5Tt3d7YMfO2QnF7Vg9Gl2fyeObe2D3nMA12TVB68AmzBoMC54aDhWBpfAzbI0KsYnFCzjO2KCV9+iv0z6UnILBjaiCBpXfD9Z8mKLT6tlDYLeRi1/EzE/0SHQYyouIda2h23sESSolRHpVt3J/8ggZAworUBvMlFYEdRm1quHhAFu39PXyNq5WiFrNlPQ5YPB8EQZg3JcISXFQwi/bcm5RUu18HBaHdvyDTOtjyBJ9Q/hmGvAdZcVHgZAQfxojv4i9+/+1rylSEjxqsbC1uNrdOFmONQoOuGiqgCrcnGrWhzRlaETb0uqNss/fOp66UQDdNc8TucH3VP8smYXXWzqEduoFq3j1I1Wb6T3vsUUQT8ylzHTdCb2bQxVOWyNZHcRTLf3Z20L+N5ncGuBRjikQLnaqFUYk4C3AX6NJfmL/tEMxminhGTwgZc0rmcv5+PUgd5FX9BncbdIj9u91Dlp61EWFQMaYFAdNRT2GexrwepZHMXDDbB9tygckCdx5QktvKD2VS9/MjhzkrC9x/ZYj61QWi2x9mlqsIN8qrQvw+H+z0zvgwXN0XLuKT4P7SDQjwPuLvHCvZ6FwmsYoK5Si2Jwj8icWaXV/KEgT2R6UJ/XGSo34I/rZnCI4Sxgk8PVk6UBBy/SZNlrFzC6z+iDHEW6OD7Rn8EfFDFyBM3Lb+fnU0XIleMbsUg/ApMTz+gNQkEUbeWu7YteBeRI6kW2jF8GIjlftGEZvLndPP90ZqGxH5oLy0K63/CoaKSfxh7JibHShcXYGW1rWWXdDwK3BNwdpbbsbZw9OZJCHQfSRyk2T4hm9u1xALkYEj7JQTFfz3uGzITCCQgANdL23wxIBAkinAHE6H4cNvk4V3QE5qzo8Ik+ytOPQ/siBpKLfrKobSzMY9ph12MEydQKcPRp7gVdM0OhHEn7PpUvJHeSNaXJXePww+VoZD5Ift8Vgza3vDhWKS+8r+QiEVKtoUtYo1cTvMEvrXv9oa4X1IEbL37zLypYnH643NQXL4BARMzpT3MCwMp2plPHZrh3h5YmG8yi5r5or4GhdLbo+9vxOpNVayjicRLxd+HUzjsTi8RQPyMj4yV+vBbX1kfBcodIXGjkWKxKC+QjS10xJyTvh1c9cT2MpWvl97xNwy2aLZudcUM/ZwntV/frjDYhYQhTDiWoyrpEhkw6CmB5pMQF4K6ytSAdk7L/icOcahdFv/BY+w75R2L6VjcwioToHMuEKn+bd2QzUMiZM4MT6SaqG2ogSJUed1uRLlxJXt2SgqtAk34ZZAFmmZfp1gJ+B3JZNrfKzb0BHhAQ+fZWN6qtUvSjvdf7cIE+tsG90X9WxN6jnt2uwwpbxDYEehKqGPZ3mN+PWLTDgLpAeqMj3HZmyfbRdVlqNOfvk0srUJdvjpCEvKApSlsW9XAPoUiaYAOE+p3QzMCrSZk/FuDU4HpLyeYMVf3cxYZgSaDnnYtg5vvOyeO46LUoRkA4PPjiK8bot0s6zAFUfGZ+4BCYgFHeJs+sgjPBcoqU5f24Dy4tCyyQJekRwrmvaZbuL7u9q9GV6RF6Lg/bwOaunZibIWmhpNa3xaE8A5AVJOQl0+NBbm1vmVNasXPBWxpUlzwTJ8F4QmGtJ9a/IPP121R2hclsAr4M4RYxuCTCwvOHXmsPan7JyqyIrMvfk8jbvfoythaH2TpQo4yJ38Uia6GCqe1oG8ymQG7vo5v4dKtLh7jgZk4aSMtO8OZdyfmdM6DLHb9RyX7yXwG4FnGLMqJuqKuAeofC6b/6ZVXcUGHubEJzmojivmkJnt7VEuV1DiVSWQdIBHZIQ+4Pkz6pCWkqRnztVF1uSAeupZHReeomifyK8rt1EuqeUiQoaNK20P0GfguHZIFzAmbYzIsEaeRb8IGQzPKpf5TeeQXoinximFaiZkVN2UCZcQWkKkvEhN3PCp4GPKLB4Xow6d9C7PNitf3ZYtNTReO+yekDfqMVB2WdwMk2dRlKRJ6efqpGaYvxNzNg1XO/T//73XqW304OzN0VXELKEHoUDpMv+gXoejIB0XrNoHKEqq5MNtyWFaLGKrwUMkPbWE+YTPFZNsFiJffK4i4xQKrvwlBlQaTAYEigQQhD24p8p5eBtgfQIdG4DAKeQFzqj+mM5cLJyeVYRwCz2T4AdLf57689fVVXsXoo4zHZgMOmcLtWmMekMxZh/KItElnM8yMzTIQORfSqcWZm1op7QnodMLgVjbKoMJQDt1bzbkGLYegVAb/pKjlVXshKkkNzqG8sB5HEguGa/XbrL1l1DV8a4bFL2eEjHCnkFGLG9nXLiDeUkIiIBcnEB6EDzSN7q4TaAu9d02aSd/eoVdnnbZDC2SyK66cWp4qAHhK25jFEpLxJX3xydnOOt8JK5AvyZVPEA5RI9J9IRM3LKOs220hX8y4O4Vs4WY2105k70XOxXnB4zVVZfn7CA4Jg6sU9q8zEpBfKLMmCoIlew6yrQnbOUnomBtAv53s3eOM3NRttj3ACdCT4SCG7CaEyvzdWLSzpA6shfGFEe7WJK0NqrmcmK84fGrBER8D4AHEdUZahBVr3zHyCMxNvOoDS2JZwnEqEVFK0l2D2/upHdiUKvj2ISdaySEmij36KTk8Dx08q9EbgOAM3b/Pk4fg/FV9XlTYC2rhlGt8HiohePcYMKxBx29Yy0Cz+uuuKBESPKmKKrkrZ7WfjkqHMyJEKOGfXTR8iU+Q/vkkESJxvZ92o8lDlCyiyx+oUhqjGXz3Aabjz81eoS8eRCepZIQez42g9XWrv0/QEup2UUlLOWB/N5VyUqgprrYKVRrYtrxcVjioU3BbsQsNmNWbbSW0LXYbF+N/EyYVjPt5XczWfys+QnWsAF8cd3vF9HvQOY03Ef7YNLCPa+Tz6OZpTuBrA2nFln4lIFF0SaR2ch5Q+lc7bIcFyeqdGncv7xe+IiW2pm1NT6SlR1swWdu/8aDK64h8pgJfBqe6r30CXIvrih0ib/t5VYjfuHJkuzw/uQuC3YK6c7VdTYuOcQPjP6ywTcLCbB4LxeyKjdJmTL+36zmdtW/JtJVBzMyDDZjcmYQjF0YPh90gEsSfDAabDaZEQK1uznJkF9yO2meZLWgxPA1YUIWfUovcDWCE+xMyG+XY0hlv9InTH7bR5u6VUbjcXCGXn8Z5q+Fi2h+FzaG0wDlH8AJxOD3VEcdRU5QgcVPqIO/0uEYQO4/FJr+deaJj6sQstLI6IUyhRQ1dhA81u3AtNFekzTwY9y0MqISh5kx2WQbYu4SO/0CzLIf5tVlCX71NbGa3J7aPXhxItiq2H/tDgo6raJNbORYc8Y+NnBdHo1t49CVUW7WAAwuP4D9C9AM4NoJqRny0+5nrMyi4W5mhkm+33Pi+edAxgHDnotREOg6XG1FHL3ykTTwe10UyZth1zGY//W+SQRUbWCG4RRN3AGymmnisgxprPdaF/WN0td3I9ty+nMP3SjcgO/CBqily7kl/jysKmdCOL5XOzVmukEoR3GQ78sR2Tjo6vLoa6zzJdq5BBZ10eArT/oFVhUGHQl5MBgQ2eQ5RgYxVBb3y11IYiVc/eYVJTPYtppv7K8e9yLTNJj/Ez1/XlRjTMeuNkChDkYmC4m/Ks3j5wn5+MI3YHeB3Sn6mhyyg7KhA7j1mOzim3a58CmtFPcGqeDwo8hk43BnUcuE+lUx+YHJrjyV8OpOtYj8G2rIUv9wvwtc55veHBA7IL8OMJr5kFT9E3Pq+5Ma+fc94t95bVXlzPCWOmJ/YQmZxCWkc6tmBxihLojyBQsZrwSycz+afpI+CUfg33my/VnCakwu9KP9TNEUkS9vpTVVa+WfxvHISVDGXBM3FGZ/uNL0V+Apj7IdMIlW2mpVqKawzUqhVy23pxCW4jp5m8aQmjlhoEEVMJqg1Y8UKQZM2OHkRwUc9iEZE5nnGjNzxKD8ScSE1T+IZkKCcXT7qwruo+J9xLnLqFB0OVje7RC3mK0GjrpI03buGzYc6oiTPjsy8h+/2/+JkmHsJVEqqBPyg5jC7d9de8Am+w5vt1VFIInq1vWoWwtByz4TyK2djKrqDB5qORDeLZXueVW+pKrIZ/VRXzbziPKtFFKBBQmv2AchcRUjAP8TnnZepyloUnvNSzGoberg0KmsniwJMvgPmfhiiA1zfqJuDGIjU9186lyvYH7UxZwbEGGCA+p/H3YPFZmm/n1dQbR4zRFQhIsprNKkTXIBGSz1a9TXFrVAe6sAfCV2OIiACwBa6dB2+ZPWeW2AHPTg7/WEFSBwJ48TNpIw14ODToBdLyUKXRCsQSvdy5gsdD3fz9gm0+dQYjnoDBgTfQVzQtn57FUL/dV6EVJG7GDfW09W7OWDGOtp+5kefH4LpTn6x5owe7XJzQTMHj6tNq0aaQ89ZreryFyvH3YwflXjilQfe56C3DYVZAMWrHNScZ9w7cfkFhqSX0mIqdS+mpIBg+Oe2COxPTFaA/aYBIGBlmfhHMURxD8XY8jjUCzfkGivjEXTY4anecxxu/HT50+wBxvrUFyPMfjP08tYeq4aoJ3Z+r9E/6eJ+Y9eXLd90JfI5x+DWae5xgl+ZrGAr3R/WFxb1gkt9SF9T9FivHhQ1g+CdyMFPNX/Y0kViwHGjPrlRTU9OSgFtd/6g5oldD47zlYOyDqb+zS1UGTDI08a2D9nW1qp/HWrA3B1gb4x0ExU8zJLFFv6q/fwgpMBA5sdnfVgCV2tTtYMbt4XVbVObbLmin6dVzc/rP+FHFUch0CYXmDaYEUfHZgc9vFR39MULKkuuZ+IrjamQ5Jho1s35EDBQQ2DS2Ss80hivs5Gpp4PTllgK+eOXnGM4JO42AMV8wnQ+9m3ak9egOmZs+gWyKRep6a0jHBWWTclWmLx4nKNeaYKUJ9YhUxBIREg8Ynuc7yweAKqsR0AqbldkbE6zZ1g0dehtL8hnZcEeXAW/lWabk9STMI2ZSLWPCx6tIWvgvqefq6llSI4IX0M7/HvoJDe5Hj2XDb7SMbsHNgX9NoF8PgIuuCTp4OhTU1PY36qfS5gAuOnqJ2ttOOQC5PwmmXSOnQHMpobxAwUjD2R51zfwcQPrGaNN2PzbqETW27ib9Ky3WO9GazUMkdrnQU1YosnjoyrI2/PbwocUd6HEr1eblMhCy6ENIeLoL3ZycvhLjzTLFAL+CeV7r5sNQwUe37QYevL995BZFCjk8+F3jP7gimN1VlUA3Fzsq5mbF3eFdEgBGDlDIccRpnFqOgl5yf3WHIzdLYQ2qWahPNSk+MI7oFhuJY7Z8pFAFPxPNAwWV9551JghBCvPq1STqpRsbWw+JyhuMwdwmM+PBA//IYW4Lg02uX9R1EXezPzZSdwvuwm99klAsC+P5p4m5gHdMqsdI24f/LkyZWmxrqI+yG6+RQEpvB/wXQCcE5a/TA1qMP1mlUDJO4rZWiRIy9f0xyDWLeYwhvHNKDxOgIjgbjCY9iqkHfUuhH7wjYKxgHNlAqM7D7tIpOEouITrTD/MeDRK4mZo5yhbAg9YiYpqADcpHoa0PEM8mfU+rYtvorkM3a6th/o5B72KjKWM2K5gAihwqmq7MaMlTWe1/v4A4cJwLErgMLIIwrt4R10rGXDT6HJ3NwiY0AnKzsmFDTL7BiNzVs/r7GFLSHQIZC2gUpjQRiP6YSBbmsbiDuSArDMOXD3ikdMBTYw/fIr0A9oYjm4RkFu3TM9+oP+cZOPhAThzfcNEWtw3JBdYQuaQs8ItDv/iQPcqOvH93vvtVnXi7TpoJ+/dxhSZLrId7UnGFaIt/C4a8JUHKKvUsDa4ARvqEHFm1KYoBvel2PYuO+9DLot6U/hof6lJtVEsNvxn8BAm2uX5GxouK1kh4a0YVHNt9NMGWOI8/aU9NDeqC7WvDLqTxldulZ+Sq6amalCppa7El/YxVE6Ix1OOu4Iz6nzAKZkwL3osdU4e9T/04IKGjHH5CGOSFp99mNqHbBEGB1l+Gutx4ykZ+Db/eQse/f/VhJe7zQePSlj5q3FBs6rAIHltDZvD5rHsOEU6Dhu65W4a1hU4bMZJmIpkQOw+gceAjqnYyt7mHd4ZeX5Tk0dOg4yLWAQBpAx0w2rpC3mhxKKcNZ5ipCqy4leKOnpmh5HdfbCQXgmK3wE+Tm4HjAoZNgeR94yWAZfiuD4gDE2OXdr7Zd93/dXVOm6derR17AuFQOFafnyRgP3yzbSlBoMkwwF1mJqwPEFGnMpnh2faND7l85lrdsB43N6RLlf80CrSqZ951bs5o3e5Li24M3AWRO96fnI5durXaboJMW4kMrYddiMIWV4pCvGOPG30XtBUR1GiJD5O3DW36GuSLxo+7TJzwRFy66aEVmxuLgNSTohdOT4BjXs6HVgP0MaX+Vg1akJ8/Xaa6JKMihqz8bWzGH1KhBstXJJrpz3faUJeYzVmSU7yfHOFzs64VzKqyQBCuxOpiRzGXmrVyy+/sQiNtK/jAu8NQ08zn8aynU1SwXJHrQl6fIx4lnFwaq23j7JlFLD+BbB/Y0X6Hjnv+lMbW7A6gt+esOkAOmixZjwM7Ysl5NeFy9YFZ3dcjLtPlRBmGyFa0uEc3KpUjmKG+Qxr63LXt1ihmYP0Aqejvd81go7k0DxQUB3CJxyNF9ZJK9kX9fe9civ8Ymksf8ccYFdZFxMErBZ+fcb5q0nr8q6gLUj+5JmQGRaYS2JB2HkQbuMR0TxuVMXF9vaLfQ2T+Q6Hn1PoaNkbcXm8ke3sRPeyjC3Mfg5GxtRdcSJGCIc00/hnIpfUCrwo/3JKiQzrWlzUazCwQ6iJ3KRA2hptaOgSU6QqvWT+FkBS+eZV0ROACXapjmSTKGri6vhemN4Cy1/CVFuKFZTASpLsK6XP/p6WWxJON/2ISVb2802GaK0R08qIGR0DTThqqx2s1ile6GJ9LmotYMjTEftbjIwe6gcm3NLr/y/GXE4e7KkciIorgKF9uzF2biTprYXUqFI/oBmCFQjs85XgrUQ22vTnSlBHv0IGragGqiIrSMf0Cwezgar83BUoXjIAQSQotUWSxkfN/SPkZB1t5SuvBzQfuAgNVUkOnkpcHF4nOligjUQhJHNE4B2jH/fcAUFVh6zMWr9LqjfYK+IQZGb/K8bq7SgO/PRAetQaNRmDPbS+4LOi3Z3uyUo8MRhfqNiuB5cDgcJoY4iZXnffgX1gogDh2U4QEPQy9bu3m6n2PFShtWOyPtowkiQcrfIfcjCakZys38AaRnaZuzpCBgeDOl2og76X+mFzQ9JRFkUNo/PnTuIwQBSjy6ey4Kw+ixN5WUpS33S5UvUDHulJ732UpPg+4/5dA9I22QCAjyfXUb2yUEpqHxjMqpVOmLGC5qzlOZW3pWpM0svHsTiASW7kd1bdCfQGVk4k9QwwJaKIeSodCOjzbvLXX2HeBTYluroTxj4aM7Ijc7+JVqplvJ8XPxU+3jjNdhm3NSb+eoYFX19oD52YzTDw8xYERwtplCRSb5/XVHgV0Clo+IzoTWe1/5Mi1ehWaGn51ebf4icG6H8hDWHKCN4gN1WR61M4H+G9zmMkAXfaB59A87acU8ffL75GLXoTMGhFGvq9Wf5ATL9HMfShXQmR5ZwvGNFOx5DzXpyCxktoV0cXp9LWgz8LClncwyZ+VAwl/kWkJhiA+LJwbAvAaC69J7hqWvkeKrBg0EkjEZdSRkTvo8qsdoOXvtNqlzFp9I5nRWIC/ewu1G/HUhjJV8PqAPT/fNQjKlBOM7t0H+hvD85hTnN5Ls7sqILcahlKZthiK0+myuAbXap5kB2Z6g/km1I3/njCTcFr9TmqVYkmPrPt8Ps0ijT5D7x62hIfjPFao6rOnG8klgUQgWPzdvFtbhqiU98nrAqFNckndEGw6bQDO/QVS6TDahWSmKzWQa0EP/kciYZM6HSDLqiIre/BDBl+24eZj73qNkPHN7G+negCmvB3KaXGGhEuy1RIxRXFdn1Rx4beqXmsV5agPOD0IhDoevTm08P/VeBaN7OeHdfUHUa0h0fpQ3df/PHGBd/HAMpwMcsJvXR3O5I70XwqKjWwB54B7Tr4z32rwpnF8C4PIOiyveccKl2Z/iFYidZIQqJinTk/wq9CNJl0YDs66XDCsgTVT45IB3N/XMS681dfpRiKn2P07ekPJiihqz52ffaLN4WumnfEaTIylglOzeAdyjUtM1p6Otivc1PAy5sK7ENXL43g6QBnWWx4HACLYad8DKMgLlo2cOvV2HMPCHx3KUyt4j5r02/+xOy8E0qqdX7VBsRqkufoOQHkS15NwkJngaEzXwaVy7kzonTlIrYnD6Ps1d3fEaWOJUvovGl+90hjG/oFLbMelCffd5cf+bLkuv6skH4ur27fForq+PHJRB+pjaljfzUkvbWz69UPQoL75IswEqM9wqtFZFbAut8R6HYbxYVl7k8tnvqJPmUq87mXrlDHhcDbBjAHss5aVlL/h9jYftO9yh+PdZj6WNJfrIEhEyWGhy5r3HZov79GaSWvtcafQOtq6DCLbXvFhO0iKqkY0cX7+W8dFqQ8j10DtNMw8Xf9YF+Qil2bizYTnEk2OpLH01HYQxBOWSgvjKPFz03U1DMJgiuhA9XfNiZr2VYvllamwGtykcUCLF8MgaEiRkFxGYsKCj30VADR7AYtLvVVtIhOD0WhpPTSMNEthaLzFjdYSK8JiXAafxK77Rrq9mEa/hK3yD+ZXGtQ1aqHfKrEzpMj9bj60S0cv9npEakXt5PbDdLY53D3P6cZLcaqOb0Lehs9bdEQbN8l4hceIFPFOCdlDckif4YtrParrmNAPReigYdIP+L4I8/R2gX4s52e5QbfJzCt+IaM6At62qnx4YiMzA2rJ6waN9XR21Y6Ob94MB6dxhE2nYtgOr/L1aWSlObYS/0oixJe5uompKLjMSayGt+buDTkurE1ImBUuogaVMKOcw+s4DoncCVrnVNhzfqYDbY8CDgLVx94RdKqkr4xRNYOG+KrhAKP/vG05nniavEbUNFqvPFIyjXzAtP6uf74KXsbM6K+QJS7cFguS/rrzCSGRs+r6XNAme9sKSLOeSgv4IAzwPimYum15Byz4YLe35uN5Rz+MzrTN0S0ulK5fhtX99HTtvMv1Jp4qpuhZUkoHOin8wpw+sOBvEhnYzB37WJgRHcJsqoUDhTeT0GDdwY8GHVkVfNsF6USUwUF9geLBvgNqx3PZaHdcMtbDi9Y+UXjG5dXNsEcxDdtDv7TKK7eViaC4H1iFReLZvIckkIAP86OjY//PNWXK8AjDXOKjEJyOhG3K122T1/GsglHkdaury2U1cdrts0AE2FKt2enK3gFv2zMIES/npGYPIsuGdeqQ8i1t4n+c4xvODwr5AHgBCQPeF6CcmnDfuz+G8XJ8Xgmd+wEhkBhJEZs27pz08/7obG3BlgS6Ec/+9IFiD/V4xHnt3i/AtlwFy6TFSBqEfsQb9U4qngd5mEn4IPKVvYdH/8yMmPyJflxRgs7YOl2xoazblxb4//oiKgSefzXXH0tDdIa+m0D5lZ1uELL5af+Pk9FH2UwMk+ItOodjOVYgRBCvsYuw4aQxFzl8KP0L72vt771Qy/FXz3tak+evwE9GcSA5tk+rb50LSWcPBtbnLOS4J8Z0YHEw/N395i6crkBwNqxAvoyAurhZMOTTafcs/2KKujRIJNbqvu4tTXNPDMy3VcjTvVlPMizb43TCFvUXgO3yOPy7sw/JxHSHR0QG3CeFi4233xewyEmJveJyNatPW9D9/PSrAdRiJKGTqcrLRwTz9ZLh8Bkw/AKB8NUheZ31DeHUw2sJU4QCaVsbA8mbKFE7cVecGHDmc5ZJNtF4bBKZcRZKPZBiffv/9ii6L1hNLa7t7V3OU/YdV+AHVzpqdmfzXoiWZkBpL4RKyitBZPCihxnrX3OUQmG2ZB/9b1O3n+dlLqp6JtAJYSgFf3i/M6NtVRe+UQBvt47dfEfZ3rEsA863uGOfdEmifQA4lQC7uiTJ6qZjyE8gpfQBF4EPODU4X7UzH0PgxyU+0PCkp2HkH8f4nn5n6MaRQzJtiGuJFcZj+dk5J0mxs8GAzgmbbtJEbE07yOanoDmwUYAbd5fKi1kXgXfT+taXXKwCQIv9vMIUbo+jaCptcuX47BEZbnTFJZ8/kp8OtX6nwG0yeLaVbsQGnixoGroDGWzGXXlHgbHf4+MSOyPBXXzgpETgN3xSQBYad+upbE5Rz3G8kSo9dkzOtmgY8CMnwuapfHHYmAmvPOwOMU9ri0sZbCqGS4g8B/1dDDhgBDUlliK1Ze8hbd0DNgJgQENMwnavyRyvvqm6tD/MX4dySuesYemcfeg/M6LV0OfrlJKMZCJ0Sqqz6HnF6XHkn/shF7enxqtTzWi1PMgEDhLWaDV0xJqdHI4GGATghkikI93eNpIEMyO+Qbu8BEmxmaHnNqezeCrYYT+cDHxqfPufMEDfvZ6PL7EqZKnWfXqh4BsRMct2VAvWC9li4nzqZTF3TUUqpZmrtTTeN+92tjDaGJvutARy3bZvxqfe3pPFk8fGwjmHBH5ywmPuc7XIskHtG7ZBRA0uGSspVwPviIZ8hx7FCYv6RkizMlNyeHK79GQifGgeyDOnvA6NTVcQ0wlKMD/rHpxVThfVNwlXJnqhqOKJUOtxjS+QxJf379+Fs2cHTglqbRBsV4eMb2SC0Q41iMhZz5MtLycuX27NBRhYa6IuYcIEbsG9NC/dI1MOiK7F7MygeTieaVGI9g1up6IO3Z/SxW21anrK50VOBj31/CwlwiYKW681JuOocfJ0BeiwnAsG1PQ8DbcNXlMgB8mN8OMJ/vyUO5x9WYuaIaQ4LIa/ZZYgyt2OzzpTmjF6a0BobAAcakFhehQ4SxZ/DqYlLdKVrSBYsz+ng8wytA+uF7caxxKlf/V4IAI8xNVFGdESBGydgtXbjgNY5g3kxkeu5p0XbYUHwuQdyaEQF+q/s+LI/5R1rPSIeZHyMKVcAm/7/SxwhGBflmkpq1gFFxk/dIDjUFy33PYtUn9gDzSiUFAvfma2lKbsCiYL0gH5RqvK6QItNXmM4F0tCU+paSEvn0lbFA3UlR8NnOrQhE5dgAqoHK0SnxOMiCZuD0UeFHJs/h7ir+eFhYSLPvm4h9OVLHpunImXpXVjsnQbil5dWir0Xee/GkoPg6cCmba0TyU3sIkr5CNiHqpWp0Sh3fDPD4kZAtRdU58WNevV4PvdlvsgNEieo57nQgC/ZLao1i9nhKWNIgB+HoavvAWrwJN/IjNYYYARKLuYushYJW9zdNKwYbKWPbfFYGA2DhXSVR1hNm72CCnEYWye/tZrsI9oZNyOhLtcIfAap7jexpvbATUaUm1uCJAB7kttJx1ZIKvlzFwPNekT1RTALugly0sYe5gDt126CJ4p3O0lVOHOzNaOLEG1IQaZ7YT3oKnFxEL4ZlteOLyN/I0iRuqBMtOeA6qxn7qNTYpQ3HCoizzOtBMw06ytbILOn8uXperVyPbwngDHolvI1dhhkAvFalxf9Rcwf9w1g3T4q6WMnKqqK7pXgAvtWLwaIiHlhjBORn9o+erggmgCLw8iKIPmGKTo5wY8hDmOmHTPGabAiH0LDhhrdJz2rGkJMf9hMawEIVL9yoHbsoO2vir/8zmQUax+PnnQhqcARz55AROzwU7IEV2h66mYciWz0h29Wxde8LBM6d3L8bdc89jQfp2xsyAIwyAGsNpyosz7Qga7fMHlmNFxNQSiA+XUK/f5dXelAoqNtW+egpw1SYPJJgdo58SX2Dn0mBSB/PDeVO38vUo2S4tQKNvIQfFhf4VhRYD/3fwQqkWtYNXVvGSmFo8CFo5O8NMB5Mvj/AhUJSbwLNQ/I3cP9ciN+2rTPi4X75uLXarGnkU0TSu73z1mVpMU9KZBMzPas6+lqE+dQgU3kDhEjySQV08ecsfIKGmFOPDKNrBdS+uAgB/VpQNL+KNgekdojtbbWJeZJYE6IUVh+MtBh7zF1+EC9mz35xhaivfb9DsIzeYSU5J07kF35R2bVbtbLvtcnoD2y/MagIFMTE1/VKpjyRT3yvUtVw2+O4Sj00/K2l8mmlm12jO6EIsge1lha1clFUcKbQtzgzZyIybViF/pq+GrmdS6ChWkKqWs35I4OIx63nqB37wYlNuYn+3f/mGiIrJDKRmKBm9bVsGneuO0Z6I4Wf7rwCiAK1k0mq55sVD+2qM1Y8PdOXdQh8Nn/4J8SPPVqwcyvD7Gf5nFD3B0WxqlG1YLv92t2XG6lfEuAVNYqSq8xDqqBHI0yA0D38svt0JZG/3Uznj7uqFX2MFnPi5cIlYVYG+MkK9kyI+j7WBUQEHa/inyo7zpiH5PW75Xsm9pngWmgioBdyvpjo3bk2LskoJRxsPwJNcsmyxeMb2Sk2lgl2vaYsU3o3vFNydBkJu9Zn724+jEyKj9x52/FS5eA96Kye50bKBT4RMa6OYNVtGZ63dJ7xhbV45x8IH7fXD82+q+r6wcAY/4XU4M2+CdkDr708F6HInmEcq7j9WaJg5n/Oi+vbbJEKF9LSms9LIaZQJ8Vt+1mcqZlGawlsxVUNolQ+pSWohR/lUwzCBod0bLkSysW1jYxnsRNhRuO/WZXanCN6KDzX1oqKcHxuBI8IbKYy7i51eR/Fa1pTJt9lp6oXrWCdxOAgZcx2Oy6gc5Z6uR98fqs8iv7nL1hHk18010oUU/gRAxuZHJ/IkRpz7kvLD+Bo5I5WfjHBUYOEYY/5dZDHKUfAsXf1IdC1MElzGFWf0PTv4YWX3/zkSlAM3GF1iEXSyFAlI/7fH7tm11VpOXaMGcxbgEVnTDw7pQW2wY/O6D0lHYvCJTCvcRjeyyhI6BcdASTPE2beMj9aEqpDSrKhssemhTkoTlvzA0X4PzxRMimVt/YRsqMCayDkzhqgs1CiULhLXBXG3mVXTyU4XZcV9+1Xk5H2KZzEU9pBq7hIjIUg0Ct2aRh3UFiUi1NphBrZVLOxXqG9h+eApR3fYqcERv9ip+NuY3HClkil0G2FXFG4tAAmIGb6itcWYRl0UlTPF/Fd0WaeLJps/gf+7OZSsPp0NXIuVR/MGbATMKaoZQUjykLYYjkDNmz0Nz+hdUIQCdiP+K5ZcVWX3uJJqO/+3fiOKVi72mNw0/iMYmUVsPdPOT/4HjiL+jOV/03WVHZhttD7B+n27Dti0B8ShUR5KyyL4V/zqpPBPkRvVPj4ebGLCMXeDDnKhIMYdE05FyzEk4awcNUo+LDB5mWD/sr4MFxdyfrpY1UvBPu23Kf6CvMUpg4k/OmimualH4zNUHab+uLAynmzMqlrclqN+TrkAEvmoxvc9VIMkFiVsSLIN8yFCCsIgGCEEba4r8C/fr9vomh5cS3u4X2kCHnN0xyGwupcTySamvE3m5Pu5EgjBFgYEsUnUP2ffrg26kt/1nQLAmu6cXc1Q2wWrpkWAvu4OtBpMarwSYyp6N3mTk3NC53rK+MRWT8eAc+4fz6gtCGRnQaWKJYQYAi9U0W08rzJFVkqJbWefy0ENDmGdAkHOXoPw1G4qUee0QKe1YqNPMXM6bdGFxV0Ifl5MO8ySfwP7bB+CyLRLQhXmq+v/HWcsSdE3PYCS5Br1i0g8dhvvsIM01WSukRsAqtCOZTi2QrtHepQAsMIsNVNxfsyvRlRgtZzDW5H/z64i6lwbXn0vD/w7ZXTH2e/pbImbpcu6D9bgZCE2QuAag2x5zGUj5+7lSsHNT908boOyAd6kXULE8+uMjWTAbg0VoD/THC8hNBlyHbZB72SFBpPL+feBwG02yZY7ILNdVvXlxXQW4AslNHxK4z0o3PVePsdM3jUx7JhiOArx3u7Q+RxNASDGLxnaMvq709Z1N4aklF5E8S+xbBCbqhrkMDVHHrKFjcMZ0vvGRSuuj1VUGy1tPgeAteAFzeVVUn3wf5w785gT4CuMca1pqLOokoiB985nr7UzVykW3a8NX4STkKHOGAVd8YuwJoFgw7noWdrYs7rE6WHvD0LWnK501TGoY42LKbl74YautDCrTiqb9mGFnHWHaK0OJ+zDYe4zNQUUGnS6uGRlHPuMOXarM6MePyo1w6sCAU4fALfqlJUPMj+KFWVD0V9cAQrdAFXZ2EVh2mRW8EVIclXSmX8UXrH6T3RYAsAXFaT1PfulobjIjEpf5w8ryzB1qCQbBPYnryw+Drr8Ykx4tsoYzhLmukWjmtDT+ZNgyFXBSV+Ba2vUtIdH4CEisDbUtneMi5qoGTWdabHbPi6EoVi7AYj71SdvYHGxe1GaX0MI+m0g9DNUGLIWlP06TaqJkvIcKNwC/6dOi3bwabmy3syvortASQiYkcIuB9+ghYQtboJiiAIfKpu1w34kYbsA1dxAvgucxtj2p6UDUvKG1s0pwPKJmAa6SetcFDzEoUjC5zDuBnHSkOkWdpD2YsGEjsBCaFaPzxLn9Ng8v2+0X68Wf5Vfr27rm1hj3TlKU+hTwt2Tz5iHvkD1Tc93ashNqhC61iW+tdlxJR+KMQDeX1TWBdG3ITJVhktm5Ztl5gYlpkiwvJmIVSIM8pq05SG+3cBpaa6oH8zHqBAT/BDzhtgzro/k3zMw6lS1aAggitUlVnLAS/wkkbqKW1Wk8SHYd5VXRJPIm7ELOHlesxvzdhFYH/iaOPrRgpkAMln+wZKHn1zfjuz4am4Wtn3NXr8PwORjJKtTycsSG0RIPxVhnOmfMsN6ZnoqcoGZJwMRWFghfonq58SNWsAQbLGDdxsPYOTKhGB57x2wzSWlW/N1FhWTljGSztRAuv9kwvCCbuHEByJi032X4PjxEgA2ptRlvuGFQ5W6MuAtJPkqvwkMnr7wJZWJZ5kfGxiaUPpCh+0np5nYRuqzyaZjs2k3RKhOS05LACa0EEbhufTEeWY/30lWtUGNDciCLNGJKnj5QXRvENfseXIHH6rV2K8eFEhXb1Z9E4XFdRPGir9wnDQtv5doioigD4XEFe+fDqHCEgSVDvJG0G4oT8NVKlSMUyCKz4WUjYydrHZOw++kuB1wzAruGxzm1ZiIBn4f620WM3AvHLDx7Ja25lib6GyySb6gNi5jNnLquY9+mQMQ+BxGYeYtC+6T6YSMlrQ1X+rNysnPxbVoMUI9jNNcztsdAClwMxm5+BRtp/y+0J3uJnWXHWoefntYSR1nbDTOyT5O+o7mvZHAoqrVopbGPIayLiFVXCy1P6n7Wt3lPtr0wvY4duVSBsnsp0gcw1qne1tVcHqrSeeVRnyAjzoPO2m1Wfs95q6nN9yz/BKrXwCD3FpNuD6H0eXoF75IK2j76f/RBT0bgG2AV1eHR5T95GFnapWF9dFfY/KeS8MKMlxKc+EA3GhoLn9OZBF0Ry/IwSCfM1LFE0SsaGE5h5+OD75aUvfnI9deMp1cdPhT8rA/03zKwyhWgRBMefN4RrACPfH9ZG4GX3FoakZwN98fZPDSz/HHxyqknrxmhbpRAzt+uv5wR0xxDKsz5ysKCTINOIhlh7Nw7stBIk0rb7PGlgzYcQR6KE8OCrxQK8Dj/08u0KoKb9S1ysmcvfAMFBql+wfIILAsDbmnyMD/goJX3xaDIMaif3szyUmsvW2X60N7DV5Gq6ieQKzEACy6fh5uHsw++TNbQP/SdtSxxCGy9c3WBF8/NdqfA6Cb3NBqFHXReWI2v6RdJ+WD68WeM5IdbePCGg+pZCMlbBhugKBSncHkMHbarMiQz5q0mp9rygshsjbwelsH9hAk0zvknL1tbS7DGM0p9YhudQqZKiceN8g5AwijbKxaPO+78y2ujWIbDsGguwPyMYCafSiZc7TvG5JiOX2iN/721Xjlt7kdaU/EXNrezqtD4cYULcvlq1A9veP8UkstEOSufPjqDF1MgadO2BqfIyiyUkFQUq77FuN0im2F6UpHyhYB3j3E1HZDV0gzSZhmgQOlrR5w4ha3sEx22ftr8lTXuMagBEVjY9RlOTj4fNxrE8QV1LfWs7JCjRB/IrnNursjbl9O8xBdevNOmXG83LnJjtVdOuOiqslc5Gx+wBtuntToBm54ZD8eRu33rxk/aIWUlDI/pD8ILfns2caxz+ms+nYHo2WbhMoqHrr9ztTV/K/zAfCUw04OUFi6k2rR5ydYw/G86VLe5+87TjY4/q0ZmJ72uHh3Rpki+uAR/BTUZd1yMfBZBcx1F8vCJqBoX87J86DEAjmLdxWtA7xkPn7Z/ocOugqmTbsRAXfMEGzUZ13VnmliH2WSA2ylQy5w5hvlyzfLs2MisiZve8iKLyLZNYyOAX58onSgnW3KlCJUCalerSDdVlTwAIuZp8dTZMXJ2GECpMwFPPzMak1ih8YiU3CT4+semz8VS511WUu/Mlf71Zeov9NMtQqr3Scyia9ukL4NbCYYyxa0zwHqCmR/jpa5kwswMPhZjweO5qokINcxOOXpuRi1tlGNnNzj8uutp5wd5AFMC+f+zL747KysLiGLxowNESyur25Syg+xKLNIvaghXkQeNce6748rw24ZEnKd5QJ9wBTR7xOkOlx1aI/Et9BFjdczaBDqgeT7PflVHQsh+o8TqnPuBzdnghEnmkr7ORanGZp+DqnRY4h6m1EFv999dSCH/aRDdU3ZY7TX77EPkV2j3o4SDDARtBhmpt3jIpN6v9B3tky7TFtV4H9++fAI+dE/Jq4/ii+fxP7aetPIP7Hm0nY5iOOlf4xmncmvFAqd4UZHiEwy8M+PVsEPQUzaSKJfe802kDnCHpgH6JJElTzmxxf0jNefIPPX1J/klS4dKaQGS++nC8l/Mbvdouz9tu1Zv1kEEIxxcR9LvU1/us/2uVRZKMzAnnBVx1+IFWlJwOdyhlmwi6N0Y4Lj94Js5MKKGxaVJ89IK4k8512XvYzRQnIX11/NaLSVIS1qfxKfKi7zo0gLHGfDl4lcNBCvP7tHycVCa/AB0v/587UWMEWrXaCbg57I7SCtP94fxkg85CGV2lG1Dv4khFWgkVrRl4KGeos5h/2MwX5SuO21LWpXQyrAOf85m17QGYOZWBtvCZCJnK0iMouegJhk31GgLEsHnYoaV6Ic0v9I0/4lXVxmNUR2zWg93V2yUyIB/bXWwUDg1N2WBV0iODmKOH2hQXImFGhvcwLk4PCCtiGew9jb83BnV+F5B2cpY2lThP1QEZ086TSU3n1WHw74Afn9ftUXjbcRjno/cQHY61sHEo0TGHHhsRkgXUoCYmafvnG2bwFZ41WBd0bdfcHrYxck6oalQeBo4FLK7BFYO3gAU3ajO1I8+Gx27JQuJKRhES1YvquNOIKm8+IYJSUMrwcG9c+Y8vIDAxxXN2fefLfo10QfcoBvsIBs8lpq4QL7ZDQqO3TDE3Bkj8nejzv5kgCdqpdGwIAM9x0ArjsRAemhSCEl0OYyDbbNiFNtEM9YdFy4W++PExCe6fITYPPlC3nOHfVCtjnT//qqRmJmAzrr8XC6h77njhju0EQBj3qf2nMNnWIeymVpbUx8eE2b0Tb3gvk7YYX7ZqHh8WkarPM6oeKECMv+SQXO8nsOKScdADAdZ5WlHT1HW5uTr2La0gAcCb1S3fQnKjpuKc/eHkcnm2QVCVL2H2ZRAgUWAv5vILlLj1rTV2RM/xU7g4UoEXj5S5R/vguHYzHzQWj5MH8Jh0rX3ZExvmG+YroUKsnpN2/uSIxGV+euXKmmaIh+rdAqrESDHsYKVAqV+1/TGL/95eYn/jGvgB9mKSPO+LCnZe8fdUe7mypxUaOjhD1HMU83j7YedML/QZTyMF2iYE2KfIYFt7jrNRqgVqn9XajCIcV95vFvI/2wfff1DU6o8Ktgmxx+YjOcGSuNxcKhLNAwNjVKoVd0+VEXVfekMvujb9blwdhb1sAW3/Tb+Kk675quzDsQYyEmz6g0kZURQgh4dKCjrfQzFuSVOmyN79j0qyzAeIZ4q+DOf9b5IjJ/ZY0aKw3jiaMzBev9hKaRziPwcqb3vrzXqSKwoYlH3o3EN16JEkg6/I+Zj74AQ51sNQdkAKlQ8UwGsssNTK6DbKDl6DsNT3Eg7C0YwSpgQtey9GaLlVU8AAfodEgYuE2WY2Bh78bDtFwlxk8BAUruqhKoJdpMlusdVmIQ1jP6usXTmln3TkIv69/IPt65mmC7paqhoY5T7BLaVh+WmeiyrpHLqrXFJ0ldQ9tjP4VAihMmapkHXFmt2J4jWTXU1PupJCF7z9Xp4gJR+VFNULcl28nzz8iDkP9QvXn/abRywSrAkQQK3ZmZC4mJ6W2/Ut1BIQkF7GpS/CJ5/Aabdf8FcglRGmwmG9u0DT9qZSHJAPU5ACPTsTdhb2JxOHqkiTQi4JD0aeNFU1NvDPuVjMzN4t/YLL+X4efWYNh204xSX9kLCC7zEJyO2GkZtOcm1yihNICQ5mkwOUvQa4rkfi7FOgBvUYKFhZH0TW3TZDEF6zJpPZDW2I8A3eoi9D3DnTiqg3dftnQ1aIzOGR6H3eJJzo9iDMI0i7mCBFyGg8tRCVwOsr/Rqp5+8Inw+G5Vbds0dLQzhwUDBs0c74fVfZiaNUQHqkkkDReqJpIi+/Qnqd7wyV5w7tNVB++MXUuxDe2z6tw+hTd1TWuI3hnja1vuo3YPAjRsqTmYIj22yvqQbc/OEMg771F+3T6EPP8HzngUrFWa5to7mb5qB6wbddU8JMzwZFTo/48gHyaqfEYVuCR4y0t4DwNyNHeBYLbjcB4W/S0sRAsz6UsAFIBPwRDkSPdlXN2EAtfSzV+YsI6zamHt4USofcnyjSzHxSvtl7T47Msgq6hdvwgw+gRP9CP/ksMlsRQpjn4q5m5ps4HjRQPd2QSoMIvwEQk5nPF8MWXPK64VgNzlQEFYtDT2vHw8iai13p6ILG5zVU1bIVjBtiEli7/R8cRBTR5JRRLwvyw3hSBM/9PzUUcGZ+Mfvl28xSkcGG/FuXK6IwO/N8jFUgncD2c9kWzzPDlQ8kYi+/dUpAxSX+zCVy3yOacB4f2qit0zVptBJ9gnhnPK9i6I39NVGWUURxBo6e1k6x3rTi6hDlc1fGDWHF+5VcSVFlfU8R1fKgOtRRrzEXGljl5/cUCXU4tTNTGdHWRI4QLb2YQWO/G02j+J63SN7hLNNWB6SCRySUPW9HnsKjrjgpFSz3GTeUJ8yLBI+D6NMNQiyhldO0QJyb7WZC8Wp42EpT5HamKguzG/Ks1EitiJ8phNqsG/rTNRzee6loq1aGZvriDoNyud9f3HsJSQcHtn9bQGGlyCe0HLtg7o9vhxyeQ5pYFWC90KlUkXedp1mmF57DpmOJO8duxzmGEyWJCy2m/snX3meE4rsGOf5xyghKYb+MfEo068Co+/LJljyV2xCZ6Q1VO5+MQcvbW0fWiWgy0Uu2wXr5nnVfixh2og+dnNSbd1gIvGcUuaic34kcJzg0USPdYgc8sNfjZC7nyoMg4qTkut2Z6+ZafYR0bJ5EOWueZhMkOXXHKpD09nrEGW6IvfVDwBne6jcY9xBdtSrbDoNkKi6d+KCbjoKbl0jgoHDswZR6PsjV6WqwhLtYYKt92Vo8Lg+k9T5PX+JALjyCiwB23eZjKNc09nsBR18QobNAkIpd+HiiMQG6sG7+Cp/pI8H+qF8ZulrCcU6VlrKXyYzQBDpwKByDPeNZ229+0k4n41hUnOYH3vtWpYnRhnklCtL1br7RsAATnVCdmbk9y3u8QvCaDWX7YoBrJnjpx2A/OJ3WlhxDQlRImbAvWdQc4rVfC3ve6Yyf4UV+iACsNnqj80+b/lg1lbaDnqcSBlgip+LcMizlsqCZ0cXj652bK6hKC22frRfi/K/fmft7ZNEvH1Zs02TkygjktQ415mpZXqpYBGSPD7OIz9OIshoyOTKPBYWSrypJ74PBxm3TZYv6MycZ/pbeYsc2ijLziheu6stYg1x6TdTCx7H3p2P7scRdiKQ6F2L1PV4oW2pkJKALettK0jI0KfH5E/bCzsevHA7uki4N5Fo0XdBQGmjxqMcy+B8F6MfVTggrWC+R0+d+hnJ1ZlVWCuT+TnxL7WMH242fyCFXax1DXamiQ6kx+drREAdXH0CYFEp2fsflXwgJXuIFIxqQ/Z6kfIVW8xyb5guliGNUGlRE+6WlXkbsRfqBnhfAsaaOLRXhUFRo0kA+cU+MxY6DjwB37F2/ebJq1QFCYjuX06fqwQnUx/V4C3bjz/QVPPrDsbW6742ypN8b1L5Ch3uViJzBFsoav6ZTwUQEzSCsrAJ/1tIj/4HCD8gx2lH8m6ONXg1nPqREeC6Pv2xRq/B4BKbeIYb5Y7lDgvordS0XDCCVmzEdQDEG0y0/htUgxTD1tIXUgs5y3tuhKxQx4f5flAXTMP8r6r7K0gOsIXA6rUPvolVxZ5yk9HVJBGG0pCshLL79sDfx5qCfMuZr/JtiPZkvVxBPZbmNcfVemC66gbR6ed6ZPxjx8u9mUZYiXEKnAsvB2rJOOpnroDiy2JkpY9XxRF8eRSZuDY48zm9U1dKkf4rQVGnErbuY+uWJY9Qncwjc0ktykubZHyhwGllYjAV+7NWcMguUIgSQ4nM1HOMSBtR1+2HFHrBAE2xhHjuwRVbxw/NTL/LPc3st91Z4FMB5llDNzarvFgU1JQa7oBgVe80LHp9w0Vp9HIZ0D+r1tx9XM9R+7se1rNolsfmfoERtc+anWl44GVNOaBWW5fX5wTvr8tNARoJLfF3TBgB4uVmnEzi3wzE893yEy4FL54yErByV0XCq+G1LnwM1QoiGxQBcCP9ThwwdwOM9Nrjo3Xa/cXHBKha0jcUQd6mfLR+AsYhd0TmgAShLbG8PKsPQVoy/Xcz6a/iY+vGApW1H4dvtFguTjbuw6XZK3BhnnsN9gTfiL5nvpbl753UVLXr+pCvl8l1IhzdF2Vpk6TwSvpvfCpe5Isc6uCyOKVMNH1pwa5dOE/6vJKhqY+baFhjKF9pP+L8ag3nFPaVKKZEEUPFuU4SgXH5SUFhugbZVgl9RX62fg/LhYpFoF1fyVzA1rzAa7Sjh81efFksgFb6sHJAnK4Oq5pld0tgRHb7K3o5/u0efBdKLoRd4r82yGyHpZtoStFYsUhbV/22VwKzS9HLq6xwKdq72uvxg29qFgRP+0KW9gj6HJ2zsegbFpFXdDWxH71qmg7yAmaBgLqkn6Ik1ti0wPHoae1P6z7n1eN+0J7vgaPBRu0TzxwekJ2R8C9E+GO67BttIKnFe0UeeZSvKFinZzkm/MEWQKl8JAJGMT85BKtJ6Gg9McrTBaNQE8Puv0D8SaLcjLMKVkIzUFNKzWEnMl01vcD9EVSqfTIlUCqR4qzEKzaGe5DwmOVBYHVN2MdbKk553c7/dQZ2+GOl9yl1aZZoHsQWnkaWYqAuapeOg0VCGbWLQkkXcDy9ygS1Xh7pqbl1+o6WGEX7r8BrYvzwSY1Ew3Wq857DoAdwPnSiktX9tyOcCEhuDVhh69FIWWD6L+RpL5g4P4iHXB4f4La1HkaVeSWM4493pBD7uI36MGmaQcfrOiPTGSNuxJGks+5suCDAZXBZhDK5IwB1f/bKl5Af3RvxorwHe4M2nwjluNPoxC5OddWvMPL+ujrTtaFt8L1paEFVhs4h4Cn8XxL54dTh34/f52qo5BxmdyV/MZ0CilKTY4FDAmLYLKYlD3anHrPRxhluyVnrws9ClaaKSzTz6SpNyBzGqSqEjEPb0eVBw03eV13YRRT3YpAdIHo/z4ncaZZXcFQPnowftW9ruGcnie96w+0E6tGKf8lV5C72bwZNVG9uJb2uQ6nf/ACFnRJBnuZUrcb2Rww3MWKINJ6dYlE5ZHv34WEymAfDw2odWxqi6sOnXWZwO69iYHWLm3vYbXV0Vt2i8X5++wyoLyBFgPYhj95Z9E26UNm2qN+jOEHlK80r/HaSb/t2am6mXNRE6cC8stl2AX9rmSLms771GSFKmmNIb1Y/aU1aeknj3gj4pEKqa37JsA4koyPdLlcFWYNG2RR1SAokt1XlOOYNz0KUNFt3UK5PW5Ln8RtDql3mJO/g+evc4KVQRUG7LE7hEAVjHqr9Kmj7OgS1Kh57d3iwm+vzt22sNtqnxwgFneKr3n76fOvhlZRsmfPGdCNAOcjR1i/B6xEdPLOVXY+EC+N1mk7J+6AjtAwJOOzo2aXQPu114+bTm5DO+tY2K4Ti0ZbJnh3dK1NnMWo9ENRRrGEigxQTHYC8TJME8MmJvR3bDOscb3abZ14Oz7pJ9ET6HKb7XY1XO3vPmw0WlIt6xhhjjSrsCVg2osorqDXlKX9RR8FApTnwzo37ATBvbrNfVNXXSJIoFGgcbJW/SgrkfEm3FwmtZ5XOJ0StbKFOKsb+nh8OnReNuWVhLEHVmIZp8kkTyoUiS7xSrtOkkBeg7MT2b5marNQYyDuvO2xaAbIMggM+IsGZCUQoJmMrc4prZRzmfoiaUY6zgwlZ7rJ/1tZk9AZIT9BRW8XQmbULxmLh9TKn1WuN7S/Z22xuGhCUWHerWosuTnCLShJtWyCJ2g2im8ZV2jvEbzex2mcliApXOyIFtmBsirbOTE+YdAXf6fEmzQMi1KX/bJJz8rzHV40d29aQxL6PiH4FPYY3Jm0et/XZScIeKEUaR5ILn1UuKuzzZx7XqRNMAhld5iJc9+QOG5KZ4xu6cVwEHX0p6uuD6d672jXftHW3NkIunn/bV6LgoUYYoEWexPfFbUf19JyKnAKbRu2T/mLIN2HmLzCJFwXutLVMfI9xs64/3s0pg/+h34zq5ioA2djdew7uPdu7Y7vTdM2P2mBDONXXpNh04fD8gZtOlBtD3Uz4NgG9UPW3XOAm3XfubXzdEiQzwUV3fLoqSoFgGHx002YMH3OM/0LeHOP1vUdsfPXksUnLjmaw60CSo7GmvZrKgcEpvWyoN96h946u67kVttJaKmKbR0zmbu/jHwHSDc92xEqJqy00KqF+FAlImaljr/yNzluBhOl/Muiov1Vzt9V2XuxgLKvzdJfygYKHbcCTOmRpoW0lO4dFR5pvGwsd8kK0OBxzw/rf9IL+W5MAx6GvU/3SMi5GGm+53wWemmu84OyYYAyEorolnTLFDONt8rLyLr4PfViu7Zdg4L1gcFDI4JBnLUFJY7/odzltR8I7zfqF592X9ErFsyPBCqhfzRRgasyyP6fyEF6WXbAFQGdzdz6xyy8hrWMlQ//ZXgv8GXgQZGtxOKHwb8tyvVnSjXEw3I4bsB9fXkpcWj5qWDyRGK9jf04kQELJs2k+4gCB5kgsClxvEQ9ROITEhRAvo6MjUVf7Tt5x9C/08YnidgBdpOoJg0UItSXivs15hGF0YAzon07yZ9kDMepnHpemZF9rYLUiKhYxx77YeN1elEjF+4XMUZXgUJhMM/o0bO52duAbrPRbG4HizS3dy1gf4o1qPWgf4/hntku3VT9YteHAigep3ati2L0vWvXcQjyONGqXKORE5HnS/T0AjPJgrCewOv4n3JSR/2IxvIb4GjSR9CSKYeroIXfkbEOL2yFZmvQAW2dg5gphJVHpjEveXGtes7wo3aZquy2IUw/uLcFIWOSv2t/GtQ+ojsuhZuFNEYOVnEP81G2IQjv6fwCiMHlHlp3BLrJwiNbKAcgHVFuE+XNIRq5iKbTHlPLFILsQgceTVYkk0DyLSVz8a7wSXCKoLoUJwfixApshxgyYmkOla8Fc4wUcyVBog0x1KJFaIXpLmsQEXHgoK3hSpoRZ//Mz9NywTZ3RSUxkKqvet4KdG4uParuHXfwZ7bphZqu5KfcVLy/VZ4yWzThPv8uZPI5DrS4TgPRGOP7d2D8ONeg6HH7Z/XHOwZxhr4YG7eSOTIMAGCFpumxbsm0t8nyUSwxDR+bACYtphcAwDfVNpG0tE9b6rYOAUBUjxGDSqHE1D0Trya9RHVTwSoM1pVkP3YGrmm4VPbSPHp9PRYu0i2B1Luv48cLamO96ITm/bft69zBIISoTtwAUzdP7yjo2w8AdE8oUg9zKaB2kATxw9cMIrMvdQ+9MIKdzA89P3qLshHD0Vy1jynM4Dc6KcsejWeCocAgifX6oIL683pLkiDHtRmqMuoaZRqMvH2Oia5Dih4PfJvOIxgiEgu7ydF7Wxn0pvSnL0Asn/G60uERed2o8IJ0Yhm17hdeK+4HLe80FTAhZ0gOF8j2+brjNfUN/Gqg+npOZvZsBMb0Ouq76WSmATRVwuAAHOpJs5cgZjVRokSNInJa1NA+3WY1mrHR9Yk4aLAA74gNBJWQbnkmMdfQjYCJfmUrK6KYIQ3OX8M5SGtF3dzJ/BEvby9rRM09bAoIFjATJs/VnbjDp5nFFRp10kpLQEpZs35UanjYPMpt+C1qkBFRsM81i8sEuPTSXn2lDW/69K/5oJRqctl5xOA5Cq56G0wEvuqlinfMUtgU/msW7QzgxnONWU4tIUE4THXgHHfY3qREysgPH9vLvfQZzcrvPEoLsploLyPVoK6G2cYwgHDl42wLAbp8wcIT/CDRGrGW4ppz0/ZrDVC1QKnEEpWGdrEa1HoNjYmj6BPuVdkANQtZwviEvQr9XbK3cqaJfzCkB5c3wTMmjXEhkYWTCFa+/zOuSrTtLlm1xi+qwu7Sq088PhpPQREW8HboxRowjuzzENqYK7bcGJi0+mobmiI2IrORS9/CYbfQ0HfQZ/tamC39Rcoiok4b2b/xq1Sx01LGqAQhPmIjyjCaTbIB3vPnDP8HmTihwfzdJzTGrWBaKwm6AUdH4MB9zBbl75wkY7p7GpH+T5s+9x2+378BJMtJ3x4dv3/lb/ojV+SA46LyQEkgVVDFZvwaYMdPtsns3ZBKmWXEx6Ol5+5i0PzJyN52HzYFcPvlIVNTPemxaWYGVWDRRGVvduuJ8HJocolSoTIMeipreJTV3BLOtxUGOkpTYDLqZ99E3gSr//jwdvHGSSyjCwUTDwBsOAGYwCv/tp824rUBXbOFpR0qgDsIeodEFm2yqMDlnZ9ZdPQ6bLkRNQB8+EW4yw4rlqVuOi7ziMWTGtk11Ud6yATpOQE4PQ0Tekx2+PxcPnWU6Bmva6xrS9nF85veeZ54PMspKPim+C7LBgcFXlNeeRIZbhm6t0L1J+KmYOywnvKDI36qU3BDQJ3d2G9XIUW0rSjrfvd/XdjRQRklVx7Ttx5zMMYDwkN2r83vDKphE/Tm+ycps1gt+jgOxz3iPXE87GslG0rlSgqFpZeAq1zdA2qovdwXrMsdNb6NAYpDBzRvkjypHu3VITvtllt6Q15OF6Y0B7YAQtUr/LK63IP+PngVIIugEDMdOboXn9I11mwTl1h/m00AQkXgnJZ4zAj65wOcmHaFemwM0n+6QqF84hFP/kU7u3lGuZqY0dcvMJqtUPqTlECFaYlXZ+A2EdfHpHKmoTJbkqAxkP8eX+3mMTdlX1JJgC55E3YjW1KXr+3oMYr3yDLY92ArakANzYM7DITbryTiu4JDCXZZGjz0Ykn5YL7dMcBbNZemf2urgXHeo0ot4slGZLkapLeDtaskopyOgypCatDOqL7bGRaIIpBHrLbS9HLVk7fcVVTy6NkaZxZl/uRMjVPKCsSCot9aPWPS1wd7gc9U7xicwLPXpZ9jlDvi91TZaOB/j2AA0wjnQBSp8yfgq5m+Wg5i+SVxMI8agm30SsNXD3tz/63aX83+IPK4s4KdGfJDP1+rnmKTB1SwNeaXHeBhyhUUPnGWg9/xJB0yH++kQyA782DbYwIOusK7ik+ht/cv1kDZlOG/wMfVkpkawiavYYjhgNu78toR0I5Htqa8GyxO3MHNAw+AxfZkvk+7GHg4ZXO/pRgzsEzeGF4Hz4J7MA9HmLQ51l7RPQnliALVHgInMf9eAKg0183MSeeDcPpCImXnWG1vKTvUydBhNp2ZqNYYoEOQ+11g7gyAGoMAdJlkWT0uFmw6DVC2zfEd7005nQVuS9G1Fq0p0qKRW2Je/Jd/PYoHINaKgbwFZ648X5yqVhGfFe1vdFpTF9Wr8rU387Av1JwECKVRR35N0DdApl11KCWgXCa7H72B4yQxEtVoi+E52+jiV1RD5TMiXsz5oIJLgPv1uTl9fRw3hbdbGHjs5Kq37+YAcpKp6V4qEw7Eks8HTLwtGsp7n1g5LWN7J3232C7rl139nlhDFQo0ffgFp1/9WEKhS+fMicZuSe+7dcluLS/ysqRpVr8BXd98szRDqKLc4RcppOA1vnQ/g6uVf/aBBNndsNcXukBTQQqpYYROBmcpyNYMdeXKWK8fzYy+H9lubfDDMMUGmPxKdV69gbzN9ZsnT7UIV3yx0kloTYt8yxpm6clh563BqGn9wheL5wskKdBMPZoDQzwrbkADVvqk3iemBTS5+Jgl04+p9kHP9+dRBqhc15pyaV+uCzXq1dIVymOs4UeYybGP+M+oXMotrw7wHbGltZ0y4bDfDFbRvvxXsEaNL4UsFYlW61FeFGlMRz1vlri5RDaAKTiBfcTT2Xx/bSlwVmuYoQA+/MLAgw6eHnpxYopW26JqvtQ2INw3xM+tTbOwkeoM+Vr0+wzhoM7sfPWw9gzHtJah9KBco1Ul4tupPWYKFlT0mqCJ4zTmuJRvnGSndhCuRMZvMYOZ5fPtrNeGrRv4sLwPXgT5sRtoDsHe3xKcPqxZuqk7faOaoZ1e2g8Bmv5nlquoB/mRdQrAUXyyYzxBCPZ1tFodbI4tFhh6T/konUn08m6ugCWYYk6YgtIRf5VP5a11jXPr+b+JUjCIAmYZJG1WRe3Wn2broanpm77mzX++1xCacGwsevPIfc5Ay7PGhiwASuwwEwJsii6k6OzWUNmoRmlPSJ4OAaD7VdMk9QYHe1OgJyr7wm0rCMd3Vje0/x29xgyiAu5iPgZQtn92VRMeTQVMa0CcF9EuEHiZt6MOIicR6gEBpJ88VpqYX7Q5uTpa4Qz2SlfbkEkDCbLm4qpGLsOjW4Fc9vJPItjKdZUsISmXC0pN7UHTHAh1H4bJt8vD5K1S0WtkMCXb8X0JAZ33jBmhSiW0awA4Z8eXngKGVQYB4WCu+wC9dIB3PEzZ0zsR7NVyKdEM8gc91NSrjANZdH6u7VzgKgHWp79V91r3a438rqbzUvFz3T1i6eGhaQRWzLxhkhCOMoJ0xkZT2+gP01tua5q2Z1XuptJl9XXtb48xdsdM714pIeJD3TCM+FHMETtInF1s6S93RnuMw3yHB4WZ32KgVIpqsL3otFjDq9tE1c9mS+6cJMNFL+mpm8s2Kq2toLiD4t+KnkJFCYMNUTKb8II0ZDNzhjKCJi8jkNOOA5/xbHHAlSOg+yIUGJRNRtPpJ3F4c4DRw6uewXr7QAqfmXdwGO7znnDq/QLo1wdwLqPuVpL+Deqrspbyo5glMgsgmMPHUzwL0ZkX9PkRH/y6jRPvXCKpjpz9/tc4glIqlFRT4zgFxNdum4KwajIXWXKlnFsavVrzbLLUSCCjMbbp8M1I44977M5YvHStMcVB+BSV8IhAjXnua18Jwaal+Xha16tLL5P2xkZzbq/LIVBWskwlUOJ715I7+5vFalYOIEMLFJ/iYKyPviGRA8FWCTZc1JDpZnALl58yipMMAD7FTeErE9o+OTgauhhY9ab0OdiqY9QLxjGsggOwP7yug36DNXKt9XN6A0X/Z5O7n1KX3CWG0ae5/VO4+IYjUbvj7VtCUNhkSX1Uz6zoY0qJthu/SMWiKplF+K0fD6pQpqtX7xuP/mmf2xz/kl6CY0O5kAsz8KGoC7eiP2JyVtBj7R/eI+n6CH3Pm1lsBBC6Tm2q4F97ljWqCPKpTLv5Jgyl2GCYiRenJHfPN3dxge7220tx29dlIzfoiOpbW0PBrMsAwG3M1obCSIJQbwLKw6hhnUMwecBY7xGh2TMqMqCgk2vcne+axHojz4X+YCbZmpDHqHBpojdsBY3KZPFBGqNpC3sZXBhCfeeyZm16tyPg9GEtTZtUcFsxSZJPgHN+pXMf6txLHrNqSDwq1cqxcjcgMIbjcYRZZ01xI0TBc5xv7G2TGvCl0Mhkpd9qq2alYnlukE02SyyJL3RD54o+rcC8Vib1tB7b37VlhdEnmeNXDra0b4pmmptRFUP2DtgY0hNNZXwOsI14la4eCl89QunvoZREn1r/WDIFZQp1fSEfOxyewQD65j4u/O4J+kA1XWdD9KT4mq6ytx/CRI+J78Cs9vkhgYnsRd4tOcRsqw+mfkbT2QoUd2Zzct+/OlmXFHZrkHZGVol4KOMOLnPQZ0TdCO3A0gHQXIxGMRDevAA7dTvZnO91KYeFSmzJhlwpfmQ+cVRu0nE3e1uY7qjCj4hcKd1vZDKNs+ZgMOAnyt9F/qWWDkM7cz98JAK9VXM9bcsoa+STfXbQF9MDSxe989mP93L/+s9/zhxgSaDZPOV655AfeOaBAIb9zuoiMT56EkV+LMYmNavZjJyWII6OJMNqmw0ZC7DbEs/WB0m87bEwINXhWWOnDrhzUnWpwDG1SToIaGf7G7jGP6h8BTv7UaCcA03dpQRQaldxwDuqmayKS3D/y2mEpSl8sqxYcJVp+n8eUjyzwsF8+LwQ+LubfPuXGXl5FSgHKqrQs6oGfpEQEIE5/wvqGgHglrv5nOmqLrNN8F4+Ko5XiUqmPwek1RgNrU5EZdzhMbkIY7z6O3znbGWqzbwH/54TaUiVOKhi3RxuDyUW/zL5P7jYucMba+W7Byy3O2+/M6RloeLQMjom3WCVp9as8sU1UsibB2eaon6dszl/1K5EkDxow6U/C4zmx1kM+LK6XT70EbYM9lcwxvi2GiyukQRsYrV+W41mEu7iRFKFYGJXsha+RlF6I+9J0tXQBzDw8RPhdXBs7LFW36RYvVsrjTqd/Py6haZwT0Kkv0lFCls6WtxG8Q9DAGfZJdkk+Q8x0BPQIErkosYCHL74hUx1Ytgpda8ZGZ5vlVcXSXRmN1fSYukQqGV+eKf5Z16EPAflt3Ez/8zQyt9nDwQIrLIU4jDraHjxPwVaY9FIaz6nowE4mFSMmbfl/9oXDo+oHC7ZBdxVCGVz+hH6F7PDLLYUONgjPBzW01FfXAuIrpWUWfB1FShu2NAZXAFeo/636g2jwspsE5Mo2qk72ZmY0Oz+E/w38OxGXxPn7f1ckHyQhscJeNMetE2DAY+Fp3fPuaAIIPvKGQ/8MtpUw9NDrPP9NHWWtNHNSPb6zXpdzPVCmC88OHEwcmFFg7E5RcK7YVX0HQpze8MwBorxYzx5Jz5wT9P8r/5VJxbJxuct1EPJm6055LzNK6UFFM+Zauo4JyGeVAueBjiwNRMBVyxa+d45CYvpqlndW9ESuByJjy1mOpKkrAP8rbXhBVRgAJaE3JfYtBiV+9vDC1QaWzl9CnEM6VyszGuML4gP3jjq5kIs4U9+oiv/pv+0uUFAq5N38f3RctIi3QqiLHh23NIPhl9VhOd3zYYgch5xSujTAdyPhwyarESH9AkgkvlGWCg0GeKKE5IZUkYcrnZ5YMm6DlWwYXAjXwbBZqhjphqB5l4JYm7oB6U4nRq3EZZeH8EafoQBpjXNbhvRSJiIuK/jtn0s58jUg5hJIg2ludT4HwOq/+RpmzeWJe5ZNUuH9+9v38FKAYHrfY3q3lxC8rXUg05inxYGxB+zEPWGZPQOZBR4H8Nn+sD7TucfAQ7yBV15jzAss5+qnV3mqYqv5RkboAfYHM7aL9Jk1uBYdFqBCLI8jZ3K2VfoUYj3mOYV+aLGkvQXxCtmnaRfSjxQXEOAe7OBV8OHPxhfdUlZujw04vSiY/pSJNiqO1gGVxW11/L3jhddb5DbTZOy/tIjGKlMLekLkReHHkBAp0fsQPcdMytAbb2E08q/ml1z2H8EyIJJJoB9h26keEFbWSKMMjZ9pa61XJUo/3eZvvHGDBmFRiRU8TcJbHtS5J7L7EQCANZNmsp3gwOx6KQL9XbnPY0cqYkSiw2OQ2Cb7wdeyQJDMRFasBF5mH9R9jzOY9TfJsQwbLYSV15hAY40O652cJ9G3N3WboTstLQfveRBLXMexuH8YRQU2EeKkhf0FULyUJt6OMjyDlkoo74WrziFbwJbLmME1QRUQC4drUGg8j3RPmG+x0EtC6wfZOT0VdXASp7l4A2tFnrCT2FQ5aslr+NSH7naXm+xUeQGWCmjoi9+kV8tVPQeYS0GsETStgckuty8y3I4oA0E3F066aeqNngvS/ETPFAhcVN0JXAf150ADE2Pid/1RL44XpK82qBeaK1qCwAl38XDaQ93qCAkEfVNDzCNW3iRyLJFZeRoJKvBm6eY49H3pqf2pYGxuCB2ux6LM+YZS4xfj/NdUFg1OOrtH2C3d97umUdLJ9zepzxtqagO2y1qx2ms0sBGosmY7rxvfyVoZhr4s1yEiTCAvs0/yisSbZAgu8Xrz5QwN4wnAbSfsaFtDRu+Av1tzcgUrLIiDx/ypefKmwmS8H6Fi90D0TJBAc8UzYSlE39MBSr2Ao9z06RFZyb4VBFCN2cL8DuJH2S+0uFJuupF8rREtsn7jqbjnqa7sv3EVHlbJyOZSEBjXwVQTh7teGip2hSAvDpw0AUZnRLoJDOaJ7TA/43xiDlB277XshqlM9DCSFITqnRHeb7LlrKtCX0zOA20mOv7DisgpzpD8fGNBUzwUMo0WEHrJDpXeWAChV6L+4jaJOrzPfkhb+B/eGjIZ+Cgd7/8q9GmJ5MZ4VXK2RaQdovtyTCOLYSEvlMoFwJXop8wle4aJer5/r7rNOwe19NMihzhn0ZLd8egNxfsfLgYMPNL/nU5jjP9rgYKISStiC0kXiCWcxtYD7jPL1F5wWkl+8aVVCv8H7/21x5lluf0OACvcmt3Mb3BJHFkRuh5midZE97W65f8N+VN6dVIvFGUn2Mfc/54o0ds8DyV9Qzl7U6SBWYDau9SGPaCyAxVvl0e/ENxlrdV6vUL5bMuXHmzauGEMBuBanNnP7d09UM4xMbDfrWJJVTN7ZxsDkC0ZlJwdYKizsJNmqeV3OcIfqAYlJDj6tL5ScDzesZ3tNG7xfD0qplf0qRUUfDxKJOEj37/NUAetIUVuN5rNQQBDiEsCvmNpgdYIBJpDwklW+pTlXNN9a4bfbNBim+p5iIWhH/lHnQkgXIjePiPA28FPFyaySxpbfGNbOvyAwsDJGjp/QOqZ3czHpKp6mYyb6+R8lBG1l+y7fVx7JQB2I3fmNZ/62Ryng0mn0T3AaMv3YT+sd55i95RU0IplR7Pdrhh94HEe3ypkrLkZruXj6F3dltIwoFZYGhfRmQFN7qYhOqXw/uAVlAC9rg9XMe8FKX1/bxNLOpMlDulvLOB4aNom7Ew+7VaWALfN5s77/ss5XpAbeMHkfQU3frpiFMn3wjqymu194KNab+5THeCAd0Akd4xbg1UaEbk36veYN4px2PoeC8XqiTwG58+Fo9vhbCEy3rdenMVAOipSrfYDGiROppf9JgnvIMaETL01YVpkvLPegB48x48qa2zcpkYx7iDl54MmEIwPjWV23fGz+XSX6r3/O+1fwqmb8c+LhlzVDhCnmfQoMWkrVPW2a/dGny68oFiMuSVbfW0Xv097+URCboVwKj1UQ2jni0CIq7bUAvhv/zZDR9WNrbSysXoa1RfNs9f1sxV1RVs4njAn75Eiw1ku7P2civNGUEIkgoNlDN1BSriR2W9NQFjP6bD7nkfb3PPiaeCbUtcJ+ALzh0/dhLhW90+Yh8YXtm8n3b8vMsxjOV37TOh+2r3mAIq/SmvA+DRzz3EkApE4Ke2sVlmRtotcEVI6ZhaZwWwkBT0662NdJvzTs3k4Wu4BcVTEbIybBFmV0TVoNLQg6IK8HEXDaw8Dh770WRe9W0Z2UQh0bdI0S8wwh1yuYSVekbVHiTQLYcgTkWKCPbORR8HzbStqjJcfUDVKUHmPHA8wWMPSQ4JbyyhB3Fmii0TipzTxDZ/YQCOWD9XNlRCHnrahxGjL7LiAAFibBPSfTGZEC1dzohkzDxGGHjcjwK/q+5Ti/iIHJZXDizptzo9P9p5Our4ybJbv/6p9uxrxS9GudfB25Lt4KE0tbUE2dRd9LChSi/8AbiJi40drTllmcsE1cscbJ5fVuHD3RubNwHHX+9m4swKTx0sKlhDowa1iU/PzMtVqIEbeLZBv7FrKwP+wBtbkPKaFjb1s7lAB1VdWRlSxNJClhPFBU+TTItYSWd8SqqDxdSwHStDRD6oR731Irh/Jd0QKDklsjoGw/3pXQzFcZvuk48+oF71P7Kg4gTOhipH4KNfyhah24RiZ1VRTD+yRr8VZwZ0TyG9fcm6TXFt2FcXlhDOb0t54k5p1jjPvyRp0ZqP7UtlVNKWw11QU9Xwa/ygfeUZ/0NMZzcLVUukeJ+4d6Y/OT8d0KhdMgMXrmIlLIm8G6HP5trO3YyDBSpo3lbphpNyqEqjxAG4RfYZaDS6xX4s/eBUKWZm2XntYWaYNo+2RhMXjfHrzyFY4wWllwRopmWU47kZe9lgZ2gT2C23nsfOk7FOl4PnWK03h6VRf7etSxj8a9+AS6+RxbN77LNpecjIk2QjKCvyejBtx6VXQc3OkCjW7lcqqEVnXRSonegRJ+e0TA+OliXaoaK/tJcUy46L6/+ac97tmT/MHV9XDTCFTvodv59mBRdH2BtvikP/kbLRQRu0c9au+lKiHxbToLQZUaR3/SMf1E8iNKwq3BWqZ7soWcntwODeKrahuCmTItRomdFnoIwnUdD2MhLyH+n+tnMu3FrtpSxZSp+zt8hp7h3dvVDWqMBGmteVbEPEHmmNl62WIuyKgUafmWmuP9B2jbAgY8yfZBnebDA91uFXD+4z1/eVE3hNjsydUSuhY2FyZbFZgHFiXxjfaOi75cJV/hdxyNZJCC9UvPgT0nRkVfxGOL7Sa1yCBbbYwmdmmpogT8xAM8Ei6IZwuOlxsq2Sg94sxSUJThInZ7zloJJkjf/GEIh5E8sEJLOriU4RNodf4QbSlXeuJ0NoojwM8WJvBAIjpqJw8jg2L768PCGO7V3+1G2/SXti0jMt6sary6vtAsg+eduXoCW5b2e63hlcquU6BXoctmIekBDjUHpHkO6fWFvd8O/shRw641ON+bBfS1M6tSK/1EKvMAv9M6mKVWebbQXTs8qvv/cGI6Ry2bLj0lmpofbrrkgASTkxxTs90ro4jz+DnFdiDOn/UUlA8dYHnbYyJo3ny3FiUzSXHVdQ6MJPg9k6c7KMxysDQGYPnbSYsJZNESqe+e6IHzdQ5G6C/wXa/+15r7SgpXkCTU6CnMUiLfAbGbDl/j9Ho8UsjSfJE5ULENKGjnolIfZ8XYo+cstZdS9trUHXYhQpcpRnSgrYLY83KoWkj8Wmw/IVJNyA7Eo97cSk/abqM5ZngYDBSSHS5fPKO3O4ENltX4ZpaFl099hg1W9nRwY8WCMvHWP76PbSIbrlwY8CdoEXhFb6+GyQhwBv3WRq4R/gnrtfdmNDF2gyQW9pL0yoe0YCDzlT6Tf/y6GXMYctGu1U00K+vVHiHvu/fd8puuS1KrlqF3XRB7nWNicFTgm9mSuWNsr79EqbJZkiPVYEf48v+4mbuUJvTRHG+paMnErd3qqOopQpTz8nAOc9Vz/Q9uZEyd/Nu46zdTRYZktT7hPJUjuTvU5IeEYS2AiNul+7aokc0G1URgmWeykvsF/DdXmQw+ZcivPR3XHs++wVu9oqlXrijdZuKfCmvALbkjFMWdIFNBvJKSc9vCGFTA9KgBjyjxgoZn31glqAufMARv1HgxJJPtD5lS/JTvLOA3uFpNbpTSHNMoYmXAFi92TQ1tFNEyhhraCU7xR7PZ67o4gVlaYJsILyXLClrALPvug1+ACZbccmEMrnt7qdGoV/zpbmmAOfaKLCo8HafpP/u64Q15Dn4oPPsnTpHagGvPErbX5pf0PIUeEBOm82nJsJSNERkzlQi7lafY7Mkor/oQMfMbFQpHlyF11KxPM/g58DqdiCGtfkjl5uk7sWVU2N7hkyzy7a8x8V4Zmvq4zu0HfULCpx9/T5PoCYvhJbUIbZ86qjSDKuB1vBM0IfBaVIgeNV4R33X5ykudQTLkuLpIyrk7rwFrNavyyJosscRf1T5eNOZV9zIe5ASYlxP9pt1rGuhbYT3O6nvS3DmjVieEhPxMKBH5fTEjG390zDDGH5ne+Pik6MA+Q80b1nrS0prlYkxn+YLCB1HoIYr1Ot6vdH6oK1A60yRta3hvRSzikKTrSRxWHeMwIhhwKN/Qhs9n83hXoU4BzlwjKIUEkwf5BVktdUMPwaDxsT1f8Dlp/J0JBb3cCv9aREJr2kmPm+0FN4vrjCHud6tVg/SFaWuTlyIOaxzYa1Z/2lJSHZThWE45Qix9yTFf1aRWw5AY2ge4bNU8wPhUUX735+iv6xCTl6/SW/wiVN06XaWsWpiQo0qQ41LIjm5oBoKut4HFkXbIga+cNigROUlPUP0iL5rbH5mGPS9LPdEq5QEaXVzAQuaNTknKHbB+CEeP+iqw9cfsMNL7+mFoEf9MgyjMK82fzEcBgNnD4byLaumy/anprmr8uigF7NSVh1Yh4SJuCWF9CXGneHkKIVhaA4GBvULziJPCwz4+CxXb7SzjxzCCCcisN+3QPCtQfNI32rRZyhw164YkRgjx1M/84kqzQ8Cl2uj1CEMxgkZ4p7WhjAo8UVTWGUZ/C1BKcxvS51vv4+WKs0BRXIl2JiAdF9fjrtwnjbvuzXnpBFOi7w/v9sSsrxR1/KVuKDt7dF1o8rUpDueijPG0qO2yMIzZwgGNudQR1Wp3BIBh4mwgmcW6rxJt1KN/wes4C8kEhp+yky2AxosNDqsSPYITBK1ifWu6fpTuSuPfk1457u8oo2Qknlsb2oC8xiz63H9JEkEcyxxMiYPFdcOKHZAqbUIJzSnfO7Y1asv789RpEj025BWFmMXCAezmPjZUmNwXsbDqSBtC3I353CaRrkqbAXyYYb6idQ7GIs8xY9jV2I/6zfhkvvXvcv2F6B3cvYG4p1g6iRga+f0k9aXXCWl6Vwk4mfXuD9BofyKm+7AVcNeb4tS+yvT4RTV3BAv5MZdhovIm4raI96AKpjB/WHqszVcQ0C+hPsaDgOXZR5A5zzCjaiASx8tX4Q3Utq7Y/cTctAYM+M+K11mU0P+7Vif7FuW+W+yOJjb7cg9KTmTJSbgyyQN4W+ikMX6MJmhfxp5GvmB5cIiq+bTId7pwc5tlbHIfV2KuQDXBmgh/ZZuLUqzi+GwTV78CwsigqWRnmjUpxjp3DzMeSm0K47YWGfRn2Bs0K6aqS556Qfwg00EhM40gzknsylU3XNLk8V2619DkHgRYK7TkG7JcCZrfAq4gLlT8yGttN1Ct+9ewDU8TehrvJQ080oumI3YqSz80ty7k+Sc9Sbwk6yKr+RaAy2ZXYHSrgKFieOSFfFth3xw/QjeByL8l5E0720bniv5JmnDntC+ZWhFkQ6eFP3ne2dQFe5qWfkz1lx2Aw0kLoUCuWQhFsH0ervbpcAatJJUGnyM6uQaE0GLJinXgkj70dRChNZYIv+NVB1QTH9sJuiYgblFKQE2BEY9LxOK7tOfQmktFHxJLLkwAjQ8/Kft6y3vCYcpghYSU9YSTIRswwAWIEOwvWssPt9ryQHZM88X6WIpneAbCgOiH4Cpj/YrWQIS7u2kwF/r94x5pnfsdtezRPWh2Pr9D3WJ4zT6c3c0kFLFbE1TzWv+kdKaI/Fhy8aJjX8QTCalo4mikAQ9owJkg+qsOCM8vTXAUdEo8fssqjE1iFni8j4ZGW0HmKWUSHUzXiR8d+Xo9/R+risyQo2yFY3wo5qDOWhzrpwP2+anjikJXWg443/Tbg2Iwyy2KSCFVA1WJyIRsi8zoZ8KoCb5Dbxp/qVzInWYlkrJgVnM1ej+lUzVn+sAvSsBmuDcIrIVr/lJ9Ts7adIa0xzaOXg3Q/h6u3n5Oge2wuDvs/ElIXA9jsUADgHSpkLls5wMm0bSq+j251Z3PtPye2sjrTc3t86jkUF6PWwYN570F55Xr9iwZ2ZTEo23hg9ZBUYb2kbH0A0moNCKj+5K59j+4eEj1aiJRjnp/RwN/8T3RngQjzH1jak6SSyfxq8VWf2XPA8bh/+CGPhYn9nhwmOIoegcxXJQBS4tJKwpSRany9WyNVvzvJKouIplijWFTKH8W54AyrySonOOL1nG+V8IA2DkZZXzvv5VPaqkNC3xtnBJeeO9vTwSJ3abmfckx+BlQT7cSGXi85zyubqUbisAjuXmPg1cpzj7gAUClrxGgrMufC/somCLOEcw513Mbtk7CAjMzUqE7kgHDcLHwTBNJ4Cr4MtDLWqdxr6RDRWYGxCIfxRFk1Imnb5s7d1jUMPVPIKeb32JIK+DBr95tDHe2LZ5056XnoGsiVKl2h3AU4ZhIXU2yDlOkb13w2zF+d60A7GlQYGqNey/rV95ulqalqWlI0izhSEpI7FwUtv561Es0M2ErUF+2dDuJy70gMjkZQRnIYkpx0EpxNOj7vEjrTweAKrKXSyaO0yo2DdlQGN+FfHBh8jyvuMNXTXV/YcuAHA9h7bq3WDuJm5iB6SxP/QtKWL1GdH0UtMr0k/rXzVArBx+fKReaQAEj8ieKzHSFFPNvOZ0FkYlNIOFULfl9ALWa3S6GNCsPdWO8CSm35JgCZil5FmJcbSYLPHh+OlJ5B0rsR+qpMRUTVk/3sgPPGaN5oEG4Qg+MQcDtAalP/wynv78njVYlwQHkcVtiQ4ucXM+ImsVs9uTWVDE2BSe8DGHwImstkyTV2JMRJPNbvn3roRFJe5BIcOnAb2UGfy4mddQjyLLvPQgNbckDdehsZXh+ln3vxx72y+fM93pvr9mZUK6470NaDfI1lxtOiS5ehdRMDTjclsx2ka0lquY0/YUZUGhCZ4hJdVrj62reE5LQH+FnJ6USTdVZ0sZNwTIHFSfjjYKFP/vOwkrzpC8VJWRg21jMNyjMP3/+tQv92r77TwnHt+RFLeuiq5kKBfr0S2kaliQcmJjjyhh8rxmMvHUfpt6Gl2760FzP8AN1A0Dr2MRQXECHV4awelp0dc+NdDYca+gXNpZWKxDNKml46Za6iGz0mpUwDtBUEPN0CYddbUPIgoehARMm6ZcqSPuPbK5auYdRJQc8ZF+iy6laWgj1KIKyS4/Zpi5gUCDbXovaAupnEU+KVWMvReJgcmoyBnm7ZN6X/fCYP8qcr06dlYCieVYaebtIsARTCeMhMAP+Dpo1Y1GSHXT0k5ZSAL2RlQHGs1aeGWE1H7rk/rvaTCAEhw065TIAywu9jkiRVkoUxTyo+NJLno8nKzD1xC5twiqn+L1zTGinb69wsiDhMrPWtITjK13jI7AszWiGufsNbl/zF/kkp2UuVgds+3qky53hlGQ1C/jUFVr2IjDcuRyB4E2jMB1WKItXnEXphRu53Ej32RQmgOgB68cihPM3gD54QWu03IYY8HK8988bAowI0smO2PPD9xPibifB8bSDj12VnPiMD01Y+308XKBONT9aYpBKFxVYxT7HLp3YKBsAR6LXfQengU6j6uzGALc/VRS4Trdl/r0WUS5CUz9fSsOyxnNB8dkh+wLSP1Dcs6tKoMuc4moYtkDjLuQXL0IYIBBXbMDD8LcYM+i7HcFOhogd70MEKA61p5q/iSGHxgUeVnBUsw3qNA6hudj+3f6cJ8BGOiN0lwdpfSsz+t/Ww6Z8faqw8Mc42LP9Geei6DkwPADc8Lj5zpm91ZyqI7kqtuTu3oL5/vNeN+0LRKe1SKu3Lt6xZVJ+OLi+hPIQ+yoxGZg48mJOKopI09iWH7m/bATfyKOzYDF/13mnS7VOfIl2jjPBm6SjL2FaNcko4CnHahPOUFWWpQJRMH7ZOc3W5FFYb5BI+ap8QN9Z4ZNbMrSpTyE8qHsnx5TVVI7jKCHrR1LHT9xtM3XJjHHSnfw5GT4fJfbwV3NSOwlOexPwGkEdKqP1futmaPkxnEo2UD+1OUszBiSkOS0ZQYZbGd/PZWbTf2QZD93Pxt0nkcGjnS6IQKjV1nIrng+elUovggAck6jdw9bHyY7hzM3yOa1nq19U5g2dtvxhhsTXFJN1FjZ+/bi5a733r22Z2NDM/1uFhV/XW3UEtg4HrrzGzp37Xy53xW01PKYL2NnLfXVBFBzhL5e2GHaS8rkwzm1Fuspq1ChS+BW4Ue+fGuGESB5WrJvZatrwTrMiwmOq+mNqpKY5l/zSIyw/wlalSETFeUL1JB6ij4PCcpkb7BepGyQuPm7b+j8MrXwYMNFuGbymap0a2CKu2TNFlR2On73OHEwAYXBkrdkCUX3FZbkYK6qzAB90KRdrX9RTkd/nHUxSTVLOYr/Towy5TnRlTsXjX++QhPtsPmB5HNbl9lbIoxWG8iDLpEGyvIVvCqowyRmHf1LzZ+8i7HfJF6d6DMm79C6aF1+FP27VLBfJ1uOHQVLJIT+ac/pTmn8VAC8X3e0oqNF5w4WodQuo8U6uPuRZiaxTnOgWUcBIJlJdCAhGVaGBqG/ijdsR2tKQeYl14TGfCvBh7kqN7xvP2A8hIuDGtLyJePmwTCj6To8VT918fFtliN0kJHkZy2SaHNQoeB3868pQeUs33Nz0fWpNfj67oDO5TlQiRek9fGXGPAJBx82NDXZ63ClTiO9fLzXur0Re0u17ftYgqu0yrgD1JS8yQQ0uKi322Jcbt9t0i2tw7la8kPfcq/pbE/dp//Kfa7QMow2PwV9WMIbaki9yQjec1nNC2KzRh4H0Q/PvsfZwe5Cr+J8B1ISLQnqwwVjqm6Mjbj3AJ2r5N5AUpAL374s0bYz0kZUurWbEf4gf+ZBnTWE3nsswtl5c46dmOa/zIz90kO3LxGQ3AJxLUU3MLSTnTXb/cF0mCBAW/1Rz45eIPsOvuatrSqdO4DIXbRY1P3HLiH4t2k0bUFFigHBCTbZJTeWzWFEt+DEcF1zJS3P0URMTgFoy8P/9LAsLs32cIkagtb9MXhlNEGJwQHUZq1QZwbwqU0d3BZ3y+CdvF6WauPWVox7XEIlyJbAUN98gIY06aul5Y3HLAGGj0AyDp6yOGQws6FNvyNgnsaqgCClfhAlD0d1O6JwdBgM/X67V3Qj6kdejOfDfeaGAeZbUmxIvRmS5Aw6dbm1UiuQhAKIVbT/XFia5KcXUv30x/Gwm3ihRVP0Sh4axBAUTeTp6M4Td5yiiD2/+BETfsEv5jAvOhra26F5rLk75V6rpT914AaKd3FRm+wilIyO83oocl+ARwq7ln1rJ7ZgjyV0/uQEbMBXAWswHTfXQybRuOdVBWwvBrgBnMUrjWrbSLBDpixsDlQWNFyf7m4eaS9r1dNMUTvkTTZfqrgGvooDqZ1u0a6n3A72me/b8etWjF1kTuywijKxzO6ioCp7ulUNTYmFUR9jF3OAmNrpXPkmVSqTDOGoJ8i4XgXkISNSI8CUG6KFcPmWxMY5TGyl1JfXhtdEWcbY/IGo/bJPpfiMm7DOuAZsKrkm5srkpwFhhCmKVTAny/RaXoXtSWmFUWyJZdt2dhH8VFJYUWS4+lpEIY0lPq81IoZ9F23Y4Dr2IdYJj7H07Oz2sJXWiNjzUQF1b2X9N/9YeMkxUCBKBWD1N3Upd5WjgA6DHhrmwNPmvrdxN4dkUZzRHlWdr7z1M/eXENWPch+G0o01tN/uDNqWqf1v+m0UZwNR5t693bh3gF9/vGYyAP+tpYPQsDghWnNVdD+GsePNPk1lm6egSTmyOFKyh0UANtxhQD68PMu+TEttk2MSv4RNySH29YzkwzMGnw69kGX5Y9BrPwpH7KvlrjLJAUaeO6jeYlmSvsLGjCSlJy4KhRgoR/rYK1eluOhfCFbxKXHFb0gT8l2Hsxu+YDV1H753F9PmugkisevUkKK1cISzjjuEOYdPq3EC2EklMpyAMwQVrjAEVOaKbxuPllcppnKpFZHJk8AJnL/0WGuIzOLa6ZphgPIBhADjrL1tXTg1MAOI7v5nFv15E726QEiRdduXc8eCygGVY6XB5TmxHVXglnA7rNfTIOhoRkCDZywjCFJf5VSOQRjoCn7Mtgf5P7cbKBmp0/m0fQZshBLJkkXBlUqeDJlMWrgJMw9h6bEmXq0HNiTtVO68IpiFOzIRAQ0fR6eJtlhIknKPKA2s/qx1188LahV9R2E9ZYKdK05erCSATIYcENu3tPKVcoF5gPxlAb/LG7DCuFDwIn3y+94yItRslFjCWM7gEZ8tm5WOjUTNhoDkxpFzmQ4uR16Xn5T1Dod4TjNHzXr8GcVPiPGomVgA3vK1kEzfx8ZlK9v0OfDsbGOAkdWrgmbFTSTLpUZX10DWFhOrjmxG+N7wdjJyaCg2E1ueMCSFuQSeHHJqL40zOvqvv7LAhU+Aw0EO+MIOcPWBuFX+0P87D10F84eT8rFek+y0TxPwt+w0dG7EI+VllfQaduF95avg4XMbNt9H9XKdm4qsvv5y+4S05hY9wsGJhYh9fxtuQED/DcHKtQgNiV2/yyJFzHVhnqfAb2QlzLhg3sOjHwyHcyiEg1bHyqJU6j8lVPFk2Ao/GzR4u+Im7HRVdx0MrX+BdEO3l7wQ5QhQCaZkd+etoWI8rgZldKsZRpgAnlBJ+K3Iyu+lyCTjWgz1ygCsq7QZLIS6lt8E9Eg/6OiP6spuu0OsYaQUwiV1Ns/WOhzweJ0E25HdI9nwJZHs2Bccvo0jgDVCjnhj2pPr0tgo3Mjf0sCyPKlsB/E9Q00qQHCP/11FbwbqjUBJmEAm8U0jKbLeq6HWn7N56fuV3zRkbnST8TXfyW+20KghkxfxpxlHdACfzksJAKfpuwemvFY765w/7R4O1umOplI8KV2WbA3GLYwoKGHbpfXLPcR1sKQohOxAzYJu3Ys85zg4QgQvDHoStqsWbbW3aYDX26Rk6RujFuaRl/75CzYscA3Cn3cwgpPAIVSycb+q+/6XEUTAafFSihHDVIiEarLVE1JRWc7hXwbqnH2Hbet0T3GvGiQ66fvSrkmIr6Rtzq7F8FkLt7nuoEKGq8sStS5SasraqS//Fpb19pef/njNB3d8DEMRD8r7gvRWgAFbhg7utQdfCIONAoL0Pb5r8OMmvUPOXg8CnRCfukb2yDFU+XfQ+6T2zNsAJVoQo74cJO9oyxG9PKqhG8WkjYwfckB8DoTnpI0/P/CT5h4NJzBH+0ufb7yteLUJtrqc8fRhqaQ+1Z12Q5hn4o+R2ADbbw/09YHBSoeZM1niDcHfdnQVwwhqNYuFPWDsFu4elIYAIo6UiIaRF4G4ONa9yKtXfhAygpvYaGjzHfaSjFINucPirHiFb9Bf0ciSloKpx7eY5ZpJP6pFzS6/a+WcI8L/gJYhTuTpFqIOE1wCKM/RE3wMBQfO9n+RqyZdUNhGWRqQAzV0Tkwr5JYpdzoAt85SZeSh6WAbscZ7busYolCrdgKkaZLIjQf+b/DDFfmeD4/IMvklk1yNTL5wDy47KTgJyoPaoR3EMkVOvS7qR1S4CGGhw7ar5EU+/G4lOe1C/MJPmhJwMqBTDQchA4NHX4uqT+c1/tmuiv349k/Yc7v8YkpFqx1AdOND+lsMD/WpMaJMLKvKP8Db+ltd5hYibpDdHrHiwJV69pb1JA9d72vB5v83XjV7YrGlaBxPYWRWQPSScfhSRq9iQcA96ewNvuiEp8FwbEUCp44aXd0NDNBL9ERJJ5jXs4j3o+EGHP0jHQZ0JG7LWU/vUaErGGS+RlK0pPExXluo5a7W8WNLnbIYNzeSwOtmm2/CniGMrmw+l07IiONiC6zyO5OvgVvamU5+JWSg3JiNgYMDSm0NdQlhVGPcZUZryNv6N1FaWCpiNz/nuGKOY/q1KTNEuqZB/KF22FiPovhJ9wtxjt51pM4M+YKxu3jJJEBzF/8uqmlD4/jAxV/1wsYw0CsJ5Qu7ziB7RHTe3MrerKaYFlidgoDAvJ9S+usVCLs6FMibV4/Oeol4c8XhOsjlJJ3+iszH82I2miY58XGqeF+e8xwcXA7maFd2PuYywmv5FxyTMOgK2Q3SeXnHsDwGeEq5a0szMBA45GeNKTB1abaQeF3tsOT1j4L3VCG26Yq6h9nC6rLSdn/jslcqgQA5VIUE2XjZ0EljA3TYeUP4IZuLnKJ1Te4wIlHTQbEfY/kLQQ6Lmlhhzo7VNO+5j3b9n+U2HhzRxnq3UU8QXtb7ew3mxTe0lguZqy8TWt30HLloowbCrmK7yaHSwiBJ9l2LCAXMII5OZkAsdRJTo3dB2Xk395bQFbQxjmrl0aYDVY6aOrX0pZl0QKoKl8Nuv7pQx1v8J9GZyfM4e3YUIckScCS/Ta8nrDwlauhy7kds5zdVJ0cpyhHzqjLADxZAvz3H7mFBM9b5a62Kbt5fEDLE17u2kVIt0ruLgSC2cBWcmgKAD462RLDBvGGsnQ9Nt58v5Rie9WwOe8Y2Qd9ltI5/untG5CJatzQXG0/dJyqwH8cUgYHY+O3yQk1AWYlfu6016CB6aSZFEphIhTqBjt/cDnxwzhrf5EY6hjkDN6qWaKWHXBTXgypBepw+LgOwnPN31zDQ6cXnG1XrgQvRIocxvIGFzWaW9uev5SnxurwL3RMuBrjoOFxX2sehQvEw6IQSkAfFnLZBJwcMRAfPSXOR4goWN8SKAucK3K7qnS/esUEihSfXyQx8ab9LShgbPQzl8Cn+C2jpnLQP/KXRDd+plMT8Sy30qkwdJl6/ytuX8uATEGswNg1s9VVXflvz87DK3bdAUkLTnRUmQ8DJ46OYsaipdnZFnHyYsUBFq8uSXyiWhNoAQFeWf/CVSzhHpHSoHxPfjoUtUa8OctonBwn2CjkOrAJHBP8+sO6bRZVHkmoHTpx//5ytgXKqZivSirJcNlTYhrL/ql60qemnVS4u9R7uGx/LlTAZtkuaHs+xwc6W6BvmfP5xZssj0mdid8yL6oPXZUEufAQpEIP8CYdQ0usTZgyA9hVhE7pMfKlPsgmg8qwwalK5Ixj6AOCMC4gSnxahRWU1VdJc1DoJUkHUU+ta0X2LbVR1fkQt3Vt0BwKx32l0NLZWhsyozNiTvRVH6foOKnZN0t7amUYvsSl5SmtLNauln6Ku2wOK9jn5UrUxxTHLMVwAz8MDh7ndpRyeIQhcIIy4iXDzhespCQ5cSvGCpU+X48/kA4l2UvGjMUprMqUViUK7j/LWjobhh2f+O7tBC+2rmjvof5do5GEjFDATmGfdOp0mz+XaypPyRzE49aMiKKO3duhd0TZWOMFc3CATJQYZuvdxmw9Ljh1DkHj9Hmv9nRCvk/pVHVjmcmnpx0/aEj6R7jS6tdpd7k2DltJ3aXYmSp5SfDWz1V1kmeUG4peC2mLbR5QQMr5SFnZ2Nz8yFKRySAxbcNb1po5ow0gF81XFwVcMMd9nDBZzhoaASwvInbiw1xhiK1jX0+OKVdp83d5vTNa1q3xdbD+TXHM2URPesRvaXirhTJiow2axiLWPtsrY4ufwkz+v88wSTvWNAynW+9fGinivyShK2eeIKtdlYmjCPAzpkG0RVaL+6tUXadLVBvBTvuY5rVOEvM3u6OuLD8akkBjAbVBBlJa1C3qAuai3K+T4pwUb3wzvVxRQ3CVVD7y5pzbjDtRE6z70bIIqU8AvF3hrpk1pqi39l5FEf3wZFG0rux+4JPC8kzao23pgXu2kwq9/5Ohti8fG44E4x8KI9UggGL41G4Q1rrXVmkyzcrofITt1KJQF05M7c0Np8mMvH0q1LYGAutbWTcZ6CbcczE9VPTutht6TsaDSrKuWnq2bbZbWZczUaUDpcgctZ9BvXPyk1GzBhHdFEs3OpXH7TXdCmWVWKPmPKBLTnKWP7IcJRACDonpucZDfd9NDKtdJusHu1fhddyZU7TwQsbS/fl/0BRUb5ANAcp8wScrXBdgJ5uwmTvx5ZGc3xj2W2j3LvINkfI8RQDUw/aZYDMDllT29skikuel19tnmRBmDOSc1Rz5OeLctQG5YU6KxZ5KLGJw5Pqer4vvQL55btSRS2JQuB9RXsSI2gsjefkdNiWYe6SotnOFmES8INCXmn+IbHODUb0MbzFRor3AENlAaulVWOSeEF+39FzjD6Lq+FlrIFGfwU0omTjGUTXPV6woj8LvMxVP09rUG/watdEOX4rEjnf+laIG74/Sfj9adKcOCeWvP3q0+9pFG7JGs1Wf5hmmiQz/2RNluah++KBArylONxSt22R8sBFaUPGXk+HbVL92eBt9Pdk1DQB/qOQ9hKNKvKp2zp7g0Oq80fey5ouQV9G6OGnlnb44GNq8YVv1M/6Ee76cXtm42A3fJC4AS+lr6N3DiFo8ZNhktFxzRPv0y0+IF0x6ymHrTRT3QhfLGfnKg7v5bAKqseNnTxqZauDcQeL1hyOsiguX3ubFTMe6Kc2/o5K+iq1zJ2C/e1dO776yymTwKNu02TW5Omo9DF7tp0Or2lKe9pLF/kAnxfguWFYgYoH3flzuAPZczn1+2RJaoSql82gjtiX/U0XerRog/S9DkBuVj+7g4d0WyGPcJIqknE2ltNCnKH7Jx/LeGlseSj4CtlCVEXAnGnF/eTfv7TTsLDpu/SbGwGx4FdT3TmtGFloPQDlXfdX/eApnWns3m0vNfXwfy5MFzEug/PElY9suK1//fEJp72/PnmTCgWaZrUFMN2eK2hT5XYOTTceezUGBO7xseOds2IfGBVSxLlq4LXIqxP4Uh9FFPTSCWoK9wGWRANR9DdwjfpVnBORPqo66oEMQM92UYibhnQxAh7r+XQlO6CTq8Ja0Jjwg0XrQ8XADRGNZeMnqWstLvRt8IuspB/nK8jdY79QAVqkaNddMQyhej9RoNNzoM6RIUGEP1pbb/dZBqLECZg6+YjDFf3NJd9XtVPDDB4zXuT3EVXFYdEeWwwZ006xgWBbLBYokbSv/EC5dlP847vy0EtAi4qMtkNm4BOSuaEmkjRNVjg11WxICzXUMOqqu9NQp8IOr3n4J1lopCuBXeaqTgCPeqLFrCY3zZl32MiYfEzFroPT0W3anHz9GZCgpXXZKqWKFMbnQFskr2rYJZ3vHUiXUHLZqusUZyAzVFqAtpS13vDAkLXsjH35C4vMv09tRNfBhXYkzFqK8gDYieN169cfkhA6MAKvA5TUageljy0r7RQHh3r++4u87k4AHNVrh5H9X/8Ax7lIDIdsXuk/YJxVrrh7mu9NUuGJAaJ/WdStncsylHonv46Qw2tBBPczR1Q5YRaiTNi9rWcsP7uzrPUmPxH5RTflC3mTVbKE/olQmblv0TmVTndNNpT4wc/Jq/HTDjgBa4CBkbZy1G7qc/mLnKhA9F5VZzqb1JE4tmfg2ywX8mvBZ0qbN/4lKsUqDv+JrZydtCqeEUKkctGfMmdKflHgVgDv0hH9gwdlUfXCBXBDnXc8I+uS6lS4CAWaT5LC/UEyF6xCdAdn8IapieGd00bbzqVr23DC3+zP6D55piAgTjomPGcc7jl69c6KGEw4GKC6lAkWxsjXyJJUj4pgxarN+0fQAr5QcLck4pXymZmcAg56guIPY/iZSoOF+uLOoOS1v/KiFnIDcBqT703hrCTwRVPCmv2lG2uxP10sVvpI43KZMzx4agc8RHfd+HFvCV4GYpG8SNLftuJqTc5zWrLbC4QFo4cY1Oa5WAdo9rwODz7a/ECF+xXkinGf2zEzwlDVtkEHxf3Czi39TSdxSZsRroXdLg4lwWD3CJeq98bSD+8WHy7S8Gh4zEctauJhq3AwysohAyyhWp38PNDro0M8FmTDD8XWBzKaaEQqiiU+Kw4/gU8lufQ2hWbYedlYfxpIVWDRbNox0i0ERarBCpn4Z0QWGtljG3XQ==;^
- 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