{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Running polarimetric fits with an MCMC\n", "\n", "_Weights used:_\n", "* Spatial\n", "* Spectral\n", "\n", "LeakageLib provides a simple way to run polarimetric fits with an MCMC. You would use the `fit_mcmc` function instead of `fit`. This is a great way to handle non-Gaussian posteriors." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This example recreates the simulated data point source fit example, with mcmc fitting. First, we repeat the setup described in that example." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[93m>>> PyXSPEC is not installed, you will no be able to use it.\u001b[0m\n", ">>> Reading (in memory) /opt/homebrew/anaconda3/lib/python3.12/site-packages/ixpeobssim/caldb/ixpe/xrt/bcf/vign/ixpe_d1_obssim20240101_vign_v013.fits...\n", "6282 events were cut for being outside the region of interest.\n", ">>> Reading (in memory) /opt/homebrew/anaconda3/lib/python3.12/site-packages/ixpeobssim/caldb/ixpe/gpd/cpf/arf/ixpe_d1_obssim20240101_v013.arf...\n", ">>> Using cached xEffectiveArea object at /opt/homebrew/anaconda3/lib/python3.12/site-packages/ixpeobssim/caldb/ixpe/gpd/cpf/arf/ixpe_d1_obssim20240101_v013.arf...\n", "Data set ps DU 1 had no exposure map loaded. Please load an exposure map if you are fitting to events in the vignetted portion.\n" ] } ], "source": [ "import leakagelib\n", "\n", "datas = leakagelib.IXPEData.load_all_detectors_with_path(\"data\", \"ps\")\n", "for data in datas:\n", " data.iterative_centroid_center()\n", " data.retain(data.evt_energies > 2)\n", " data.retain(data.evt_energies < 8)\n", "\n", "settings = leakagelib.FitSettings(datas)\n", "settings.apply_circular_roi(280)\n", "\n", "settings.add_point_source() # Named \"src\" by default\n", "settings.fix_flux(\"src\", 1)\n", "settings.set_initial_qu(\"src\", (0.5,0))\n", "settings.set_spectrum(\"src\", lambda e: e**-1.5) # Gamma=1.5, unabsorbed powerlaw\n", "\n", "settings.add_background() # Named \"bkg\" by default\n", "settings.fix_qu(\"bkg\", (0, 0)) # Assume an unpolarized background\n", "settings.set_spectrum(\"bkg\", lambda e: e**-2.5) # Gamma=2.5, unabsorbed powerlaw\n", "\n", "fitter = leakagelib.Fitter(settings)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we perform an MCMC fit simply by using the `fit_mcmc` function instead of `fit`. Note that you can save the mcmc samples to a file if you wish, using the `save_samples` argument." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 1000/1000 [00:59<00:00, 16.68it/s]\n" ] } ], "source": [ "result = fitter.fit_mcmc(n_iter=1000)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting the results shows that they suffer from a burnin problem:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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5XP6ODl+tVkMul+PDNmUufJRn5kXTHVo70Gq1GplMBsPDw/zv031qb2/ne/dhUalUkEgk4PP54PV6oVQqoVAosLe3B7PZjIGBAV4vSBgpl8tP/Bvv9flPT4Q+7NTu3YqM1qK5VCphcXERo6OjmJqaQq1WO5PK8Txdxoct/uhzxuNxHBwc8Pt8+vprtdoHfl5OUwxMJhPS6TTq9TpkMhn29/eRyWQ+tDWwRqOBSqXC9vY2gGcTx+e9C/Q56b5pNJqf6LpLRdbp+5XP5+FyueBwOPjXg8Egbt++jY6ODgwODr5wq2RaA7PZLKLRKE80nE4nJicnUa/XYbFY3vGOvF+0vhvBYBDLy8uQy+VwOBxM8enu7kY6ncbGxgYCgQCuXbv2vpo9bW1tPJXo7+9HV1cXRCIRotEo6vU6jEbjiQnz6aZO6+GX/l48HkexWMTGxgZ2d3dxfHyMqamp91W8VioVbmaGw2H4fD54PJ7nalA+aTg9RZ+enub35UV/ttb1YWBgABaL5UMXXq3rn0ajgUQiESYLn2bIZDJcvXoVarUaKpWKF4APyvd9GUb/H2RacPpg8jJc/3vhvTr2tBGnUilIpX/zqtAoeGhoCGazGSKRiP986+dt3ch7e3sRj8cRi8Vgs9mgVqvx5MkTFAoFqFQq6PV67la1gu6jTCZDoVBAsVhEpVIB8P668a0dv7a2Nni9XiwvL6NSqaC/vx+jo6PvKQo9Pj5GrVaDyWRCOBxGNBrF22+/jUgkgmQyCbPZjMnJSd6ESCA4MjICt9vNi/fh4SGmp6fR3t7OnfWzJjrP61CfPmTK5XKoVKoPfUA4jdYONADePOn36Lt93qH7/bwvRKcgSlOhUOB/d3BwECKRCJlMBl6vlw8p1WoVpVIJlUrlxP2ge5jJZFAsFlGr1ZiW0Gg0oNFoTqw5tVoNfr8fXq+Xf+bo6Cj0ev07Pse7fd7W328Vcfb09PCv0b2cm5tjusrY2BjsdjvUajX29/f5XrW3t6OtrQ3Hx8fIZDJclL/fNYSuLx6PMzf8rGulP/tBirzT7/DNmzcRj8fh9/uRTCbh8/lONIY0Gg0f7GgPOP0snKYVGgwGaLXad6XRtD5brY2Ns9bd5xViH1Q4f7pIbKUC0WfN5/OQy+Wo1WoQiUTY3t5GLpc70Sh7Hj7oJKqtrQ0WiwXVapWn9fF4HM1mE+l0GoeHhzCZTO+YLD0Pz3tf7XY7RkZGEIlE4Pf7kclkYLVaYTAYMDU1haWlJcRiMYTD4ed2rem5q9VqJ/QFV65cQXd3N4LBIKRSKRQKBTo6OvjfeJ6BBh1+ZTIZisUi7HY7XC4XTCYTlEolKpUKuru73/PZpr1LpVLx2u5wOJDL5bC7u/tcTRrwzv3tJ4mPcn4grQi9f5FIBEdHR3C73fB4PC+UNni6WP8oWqfWKaPBYHipCgVAKBZeOCQSCR82PkqV/lG7ph/2ZWvVVoTDYSQSCRgMBoyPj7/rdbRyh0OhEOLxOG+wtKl82EXnRXciCe/VsW/t5NF1kNMVaROoy1yr1U7QCejP0yYYj8cRjUah0WhgNBoxPz+Pubk56HQ6qNVq9Pf3Q6lUQiwWnygGTovZRkdHUSwW+d6+V8ekVdhpMBjg9/vx5MkTZLNZ2Gy29yUKdblcLGp89OgRlEol8vk8+vr6YDQaoVarYTQaYTKZ0Gg0UCqVIJPJcHR0BIPBALlcjo6ODnR0dECtVmNvbw/ZbBZOp5ML6tZNOxqNYmFhAZ2dnScO7D6fDxsbG8jn8zAYDOjv70etVnvHIZpwerOjDrjdbj+z4GrtQNP329bWhlQqhf39fej1ephMJiSTyROuOq0H5+d1eU97uOdyOayvr6NcLvN9CIfD8Hg8EIlE8Hq9ODo6Qj6fR7lchsFg4E4jXW+lUsHh4SEODg5QLpehVCrRbDZZS0EHPXqf4/E4FhcX+Tu0WCxQqVSYmpo6cd/ea+1JpVLY2tqCyWSCwWDA0NAQ0/E6Ozv5mRSLxRgYGECj0YDf78fBwQECgQBGR0chEokgk8kQi8WQyWSQz+eh0+mg1WqRTqffl8bi9L0/OjqCVCp9BwWJtCGt78p7rR30+2KxGCqVCtlsFtlsFjqdDh6PB1arlXUlrY2h1q7m6ely63s1NzfHz7BareY/87z3+HnPVmsTiiY5wWAQxWLxhED+dONjenr6PZtXp4vE1ubK9PQ0gsEg/H4/03QuXboEAO9olD3vvs7Pz2N/fx/Xrl17T/ehVnrg8PDwCfooTesBIJvNvm964PPuKb0TXV1d2N/fx8bGBvb399He3o7e3l68+uqrCIfDEIlEz/1Zrc/daUZBLBZDMBiEyWTis8JZzzndK7lcfqZdN2kd5HI5gsEg70/vRruhAstqtfK0o3U9PK1J29nZ4Z9z1pTpg+L92u++3/PPWe8xaUWosZXNZrmhB+A96X7vhtPX9W4GCx/0DEe03mAwiKOjI0Gz8GlHo9F4IWPhjyoS+zDFRq1Wg8/nw/b2NvL5PJLJJIxGIzo7OxGPx7mT+24/kw62hUIBk5OTvIHSYUutVj9XBHzaeaNVMEsHLJlMxiLZSqXCn7G1o/duPMXWxeXdLPLoz9GCkkqlWATd29vLP5MWnVqthkKhgGAwiGw2i1KpBKVSyRMJctCRyWTY2trC7u4uTCYTdDodEokE/H4/NjY2MDw8DADQarUYHx+HWCzmDnCj0YBMJgPwbEEslUrY3d1Fb2/vmZ3Y08JO+nfEYjFSqRSHvjwP5OBEG9Tq6ioCgQDa29vR2dnJk4mNjQ2maRkMBmxsbKBer8NsNvP3D4AP4slkEgcHB5BKpWhvb4fD4UAqleLPbLfb0dvbi2Qyyd2uWq0Gr9eLfD6P4+NjpNNpFIvFd31HWgXYVPym02l4PB7U63UUi0X09/fz9COTySCRSMBqtfImHAqFsLe3h9XVVRgMBnR1dSEej2NiYgJutxs+nw+Hh4f8rp+1cdC1P336FHq9Hv39/Tg+PmatC3WXc7kcFAoFBgYGoNPpEA6HEY/HUavVsLu7y9OG3t5eNBoNiEQinjgUi0UMDAxAq9UCeDbhJKrC1tYWVlZWUK/X0dXVhS9/+cv8XJ/loqLRaGAwGBCPxyEWi9FoNJgqJ5fLkU6nkcvlkM1mmTZDmzO932KxGMlkkp9Hl8sFmUwGsViMw8NDhMNh7qDRZEGtVqNarSKZTKJYLMLj8byry1jrGkfdRAAn1hWavpDOpLOz8z0LkUwmg7fffhuhUAhTU1MIhUKIxWKIxWJ8+D/roN06caTC+KxDMzUparUaotEopFIpX3ssFjvTEvPdDiW0bhLV7/j4GKVSiS2aidbgcrmQy+U+0AGklQJzfHwMg8EAi8WCWq2Gw8NDBAIBlEolzMzMwGq1vucBjO47TbmOj49xeHj4Diro6bVMq9VCqVQil8vB7XYDADeQVCoVd+KpEHkeD/801eN595SKMPr5yWQSarWan6fR0VGmjp4GrTX079I1xGIx7O7uQqfTcVPRZrNx0Xl6QkoObDRxor2KrLrp+QSA9fV1xONxdHV1wWazIZvNYnJykr8rKjqKxSJPZWlCplarT0wy6DuPx+Osqbp06RLGxsZOTJl8Ph8AcLf+/TTuWieRZ60/rY3B9xKr03mF1t/T1MO+vj6Ew2GUy2VYLBaYzWZEo9F3FNJn/btnfRZ6v1uvq7VYp/eQnrvT6yhNW593Pmlra+MzAhkpvEwQioUXDLFYzAeKcDjMi8sHFXJ+WH4x4YMWG9SVCoVCAIDBwUG0tbWxA8ji4iIODw8xMzPz3AVYLpdzF4U2O+rm6fV6ZLNZqNXqdxxE6KVsdaBoFXu3dvjD4TD29vb4oCGTybC5uQmxWIzl5WWmQ9y8efNEx402PAAnDg3vdi+Ojo6gVCoBPDt86fV6GAyGM7/DtrY22O12ZDIZXmjdbjc6OzuRTqdxdHQEvV4Pr9eLpaUl6PV6GI1GLC4uolarwWaz4ejoCPfu3YPNZsP58+chl8sRjUYRDod5MrCysoKDgwMcHx/DbDaf+C7OciGibhD9Ob1eD71eD7FYjHQ6zYtiq+d8LpfD0dEROjo64HA4EI/HoVKpcOXKFYhEImSzWT7o9PX1vcMfnDqx9XqdNRlEF9JoNJiZmQEApqI0m03UajUeo9Nm3MoVj8VifFjV6XSo1WrIZrPo6up67vtEz93Gxgbi8TgGBgbgcrlQqVRQKpWQTqexu7uLg4MDHB0dYW9vD7lcDiMjI3C5XAiFQohGo9ja2kIqlWKu8cjICOx2O/L5PA4PD5HL5RCPxwG88/2mZ6lcLrP+AQBWV1fR2dnJh8ZYLIZkMonj42OIRCI4nU6mABWLRRSLRezv72N7extGoxEKhYIPL8RvHh0dRTKZxMLCAhQKBSqVCsbGxqDVaplKptVqMTs7y89+sViE1+vl6RAVdoVCgZ+1trY2mM1m7qyT4Jo6k8VikQ8ie3t7WFhYQFdXF/9c+mxarRYKhQKHh4d86LTZbOjr6+Pns1arIZPJYGFhAbVaDVNTU+94rlu70wDYYYxAzkX0/xOJBDQaDTweD6+Hz1sfa7UaHjx4gP/3//4fjo+PYbVaeULQOgk7C9S1dblc6O7uPvPP0PsxMDBwYoobj8eRzWaxubnJB3M6TJ3uxp4+UMfjcdy5cwcAMDw8jFgshpWVFdjtdiQSCbY3bTabyOfz6Ozs5O/9rO5u60HQYDBgcXERm5ubkMlkkEqlkEql6OjoQG9vL8rlMrxeLx/KyOnseYdGuu/lchkdHR0ol8vY2dlBqVQ6QQU9XQgGg0FsbW2hUqkgm82iWq3yAbtV52E0GuHz+fD48WOe1A4NDfE6cfpZerfpSiuViIoxrVaLTCYDvV7/XLpTNBrF/Pw8H/7pcJlOp1Eul6HT6dDX18frbq1WY3qpSqViepZYLEapVGLKG62vtCckk0mYTCa0tbUhm83yen3v3j3s7u6ira0NN27cQCwW4+uRyWRQKpVoa2uD3+9HKBRCf3//Oz4vTccKhQICgQDvb9T8icfj+OEPf4hYLIbe3l5YLBYoFApMTk6+6z3VaE7mSTyP1kNmBe+1R5NmqLOzkxkN9N7QdUSjUf4eaCKYTqexubmJUqkEi8VyYg06q5FA78vx8TFP9FtRLBYxPz+Pw8NDzM7OcgFVrVaxsrICn8+HYDCIfD6P9vZ23Lhx48z71NbWBpVKhXQ6jWaz+VIVDEKx8BOASqXC4eEhjo6O+FBLFm/9/f0fmTf3fkDFxulq93mgzmp7e/s7DsTFYhGHh4c4PDxENBqFx+M5wTetVConKDjU6WkdC1L3lhb+jY0N7nLQKFYkErHzRqvYu7V6NxqNXHhsb29DIpFgeXkZSqUS5XIZCoWCD/itn21lZQV7e3tQq9VwOByQyWTcCa3VakgkEnC5XHC5XHwvpFIp9vf3eWTc3t7O1JSzUKlUEAqFsLa2hkwmg8PDQ+6k+v1+BAIBJJNJRKNROJ1OxONxNBoNdHZ2spB1c3MTx8fH8Hg8iEajMJlMmJiYgMlkQj6fh1QqRb1ex97eHg4PD/GZz3yGFzQqTBOJBPb39wGAu4u1Wu3E2DQSiWB7exsymYzFtqVSCeFwGMFgkAuBCxcuoFQq8aSoo6MDm5ubsFgsGBgYYApXoVBALBZDtVrlfyMQCCCfzyObzUKlUmFoaAhOp5M79F1dXbBarSgUCjg6OuLnwO/3IxKJ8PdBh+ZqtYrNzU2oVCrcuHEDvb2975ptcbpTQ5s70SekUikCgQAqlQpisRgikQhGRkZQr9fx7W9/G8FgkHMV2tvboVar8ejRIxwfH0MikcDtdmNoaAjpdJrH3b29vajVatxBAoCDgwMWSra1tSEWi0GpVMJsNgMA1tbWsLm5iUqlwsUZTRjUajVKpRI3IVQqFY6OjiAWi6FQKGA0GiESiZDL5Xjq0mw2Ua1W0dHRwe5AAJBOp9HV1QW5XI5YLMbF98rKCvR6PYaGhhAMBqFUKtHb24vOzk5sb28jnU7D4XBAKpVCqVRCIpFwE2FnZwdSqRQ2m403U4VCgYODA/T09PD7vLe3h2g0ioODA0gkEt586/U6HA4HKpUKTyOMRiN0Oh3S6TR8Ph9kMhlfK0046PkOBAJYWVlBtVpFtVrlZ560RMViEVarFUNDQ1zgtU4ECXRwj8fj2N/f5/yV0dFRmM3md6U+th76qWvb+u+envbRAZGeUTpQaDQalMtl9PT0sNtN6/p1uhsbi8WwtLQEk8kEjUaDQCCAcDgMrVYLt9sNr9fLNp1dXV2w2+0YHx+HWq0+89+jveLw8BBzc3NQKpV4/fXX4fF4eD3s7OyE0+nkz+bz+bC3twefz4dz586hvb39fdFVqMCmwyMVBa2NJ/o1OsAODAzg6OgIOzs72Nvbg91ux7lz59DZ2XliHbDb7XA6nfjhD3+IYDCIGzdu8Hd4VpH4vO+UpuxtbW0njA6Av6E7nW60AM9oLh6PB9vb27h37x76+/vR3d2NYrEIo9HIhSBNxk+76LVSrlod2ILBIB/aOzo6WKOzv7+PbDYLjUYDv98PhUKBoaEhiMVirK+vY2VlBYuLixCJRDh//jxsNhvq9TpGR0dhs9lweHiIer2OdDqNeDwOiUTCeicSXx8cHODu3bvY39/HwcEBH64LhQLefvttSCQSTE5OYmRk5B3f9en7e1ag6WlaDzXYarUan0foXaDJEdEza7UaHj16hGQyiVwuB61Wi1qtxnq86elpAH/TyKGJzZMnTxCLxeDxeKDVavk9OP2M1Go1rK2tYWVlhQ0+iI6s0WhQqVQQj8cRiUTgdDpPWNnSlJyylaxW6zs0Yqe1OzSRqNfrL1WxIGo2m82P+yI+LSBax8OHD3nxoANLNBrF9vY2Uy1+Wm5BPp/vTP736UnHe3F4Twtll5aWsLGxgUuXLsHj8TyXK9uK1o5gNBpluhEdHJRKJcbGxt6zmIrFYvjRj36EZDLJFpwajQaNRuNMUSF15gKBAPb29hCLxVCv16FQKGCxWHB0dIRQKAS3242uri44HA4+yMXjcZRKJbhcLu7I0AJBiwndS7FYjPv378Pv90Oj0SCRSHA3RqPRoLOzE16vF48fP0ZbWxukUikfaKRSKSYmJpDPP3MakUgkLNibmZlBMpnE9vY2RCIRpFIpGo0Gjo6O2CowEolAJpPh8PCQOyNqtRoXLlzgrhUtgjabDQ8ePMDXvvY1GI1GpkgNDAygXC6j0WgglUpBLBZjb28P+/v7kEgk+MpXvgKTycSjWKJ31Go1LC8vo1AooF6vs594s9nE17/+dSwuLsJsNmN4eBidnZ2YmpqC2Wzmw/tpx6g333wTq6urGBkZweDgIFKpFEQiERQKBba2tiCVSvHqq6+ivb0doVAIq6urGBsbe8co/aznuVWkubW1hdu3b0On0yGTyWBvbw9DQ0Oo1+sQi8V8wD84OEA2m0Vb2zOrU5VKBZvNhomJCczMzJz4DNSZpo6bx+PB0dHRCaoYdYnFYjEePnyIRCKBYrEItVqNgYEBZLNZ7O7uQiaToaOjA0dHR9jc3AQAfP7zn0d3dzeOj4/5YK/ValEqleBwOLC3t4ft7W3odDq8/vrrfE9aD6npdBo7OzvcwRaLxajVanA4HPzf586d40PLzs4OtFotOjs70d7ezhx10mCQE4tGo2Fq1f7+Pvr6+jAwMHCCDkbXQgdF0ji00q1sNhuOj4+RSCQQjUahUqnQbDa5iDYajVzAklaoUqlAoVAwX7larSKfz6O/v5/FqYVCAaFQCEajEaOjo9w8ofUnmUzyxEkqlaKnpwehUAg2m41pgHTtlMZL9zAYDAIAdDodTCYTgGfTyEQigVQqBavVytSVjY0N5HI51Ot11Go16HS6E1SU4eHhE2tg6zNDBQ8dptbW1ljk6vP5WLchkUjw6NEj1oK43W7cvHkTn/nMZ05QNlvXS3I0ogmex+NBZ2cnAPBBmDqzT548Qb1ex9zcHPL5PEqlEn7+538e586dO0GhaqW0AM+Ko+PjY1gsFtZ7tFIyYrEYh5o6nU5u5FitVkilUqTTaZRKJda6dHR0MBWn9dBZLBaxtraGUCgEp9PJXerWopQOZ0QPoncUAEKhEG7duoVqtYq+vj44nU62jq1UKtwMyufz8Hq9rGui5ldPTw+KxSIajQauXLmCgYEBngTQNB34G/1e6/+nrjntjwCY1krnCZpABINBNgZIp9PsxGg2mxGLxZBKpZDL5SCXyyGVSnmySVP7/f19fP/734dSqUStVkO5XEYikWBnqf7+fvT19SEYDGJ9fR2xWAw7Ozvo6upCb28vurq6kEqlsL6+Dr1ej+npabhcrhPUpFYNGE0G6fl7Xr4UvZPU1LDZbEgmk0zFjUajcLvdGBkZwaNHj3D79m3IZDKMjo7C7XZDoVCcMAw5fX6h8wAd4A0GAzwez5msCZ/Ph5WVFeTzz+zOic5Uq9V48mcwGFCtVk98v3Suoufr4OCAJ6n0HgPPGh5vvvkmhoeHMTMzA5vNhmAwiMuXL0MmkyEQCJx9EPop41MzWahUKvh3/+7f4U/+5E+QSqUwMTGB//gf/yM++9nPvuvf+/f//t/j937v997x63K5HOVy+QNfR6PR4M0knU5ja2sLKpUKHo+HO40fVofwYaDVaiGVSuHz+VAqlViMSG4MrcK6szptraLi1o7WwcEBc+KJOlCr1WCxWJ4bNHaaQ07OJeRkYTAYcHh4yNzX1oMdAO6kiEQi6PV6tLe38719L4Er2YZ2dnZieXkZy8vLfMijLnAkEsHt27dhs9kwPT2NWq0Gs9nMuond3V00Gg1YLBbIZDKeDszPz7N/ezKZhFgsxvDwMHK5HI+raaNSKpUIhULY399nbvrW1hbS6TQSiQRvVn6/H0tLSyiVSlhZWeHOtkaj4U2SDkX37t3DxsYG/yyiWzgcDrjdbiSTSQSDQfzoRz9ivrTFYsHVq1c584PEc6VSCcPDw8ylXVpaYjEcceRpEaZngw6bc3NzTNnR6/UYGxvDl7/8ZTidTnR0dKC/vx+FQgEbGxuQSCSYmZmBRqPhnzE6OsrUE4fDgXw+j29+85vY3d2FxWLBL//yL+OLX/wid9oohyAQCMDtdsNmsyGVSiGRSGB9fR1yuRyDg4MnDl7RaBSLi4twOp1wOp3QarXI5/Ow2WwYHx+HwWDA0tIST7Pa2trQbDZhMBgwMjKC8fFxVCoVpFIprK2tQalUYmpqigudYrGI4+NjKJVKyGQyFjGS/mF3dxfBYBBWq5W1I0qlElarFcfHx2z9OTk5CYPBAK/Xi0AgAI1GA7lcjrW1NZjNZnR0dPC42uPxQCKRQC6XQ61WQ6fToVAonAh9ovfn4cOHODg44EOkQqFgWiAJqoliRh1q+tkSiQSPHz8GAO7UqtVqbG9v4/HjxxgdHYXdbofb7ebOOBXXrSGVqVTqhPia+N0kkCaqYSwWQy6XQ3d3N4xGIx+Aq9Uq9Ho9FAoFJBIJ6vU6SqUSzp07B7vdzpS1ZrMJtVqNaDSK3d1dprxFIhFYLBZez+j3Ozs70dHRwVPGTCaDtbU1HBwccKYAURni8TiWlpYQDAaZgkXc8s3NTQ4ty2azUCqVfOgeHR1lSmU8HseTJ09wcHAAi8UCrVYLm82GUql0QjhLz2I+/8x6+a233kI+n0dHRwfGxsZQq9XYkajZbEKn0/EhLxAIIJVKob29HTqdjg+4qVQKhUIB8XgcUqmUO8U0CRwYGIDBYMDBwQFSqRSSySRUKhVWV1dRLpextrbGuhU6xG9sbLBgn+67WCzGgwcP+J2fnJzE8PDwCYrV0tIST1tDoRDTQ4huGIlEcOXKFTgcDhSLRchkMqbZyeVynqiSvoW6vlNTU+jr62OrU2pMUVFKDbRMJoNgMMi6G6LVHR0dQSQSIZ1Oc7Hm8Xig1+sRiUTwne98B/V6HdVqlQ/ZUqkUXq8XOzs7eOWVV3Dp0iUuEovF4okuOVELiaYXi8UwPj6Oixcvwmq14tGjRwgEAux8RJQkEujSNJPoZQDQ29uL0dFRSKVS3L59m6+ZTAUoa4R+vtvtxpUrV5h229PTw/scTfGePHnCEyU6GB8fH6Ner2NsbAzBYBCbm5vw+XzY39+Hw+HAlStX0NvbC6/Xy+eC/f19nr4tLS3B6/XCZDLxWUCpVKKrqwvt7e2QSqUIh8PI5XLIZDJYWlpCLpeDw+GAVquFRCLB5uYm8vk81Go1XnnlFc4laDabUCqVJyZ8wWAQd+7cQXd3Ny5fvsxnB6VSiWw2i62tLaZdtwbn0rSlVCpBpVJhbW2Np6dut5vNTGhyXalUsLOzg3K5zNdODZiBgQE2yQgGg1hZWUG5XEapVMLq6iqy2SwUCgUuXLgAu90OmUwGiUTyPk55Px18aoqFf/SP/hG+9rWv4Z/9s3+G/v5+fPWrX8WXvvQl3Lp1C9euXXvPv/+Hf/iHJw64H/ZLEovFLOSs1Wro6enhTfODWKcCeEcF/mFi53O5HNLpNBQKBRwOB4BnAj673f6umQ6tomKVSsWWh1Qtkwd1W1sb1tbW8IMf/AD5fB6XLl2Cw+GAz+fD8fExU7GogKAudDabxczMDAYHB1GrPbNVPC0IJA2DXC7H8fExlpeXEY/H0d/fj89//vNQqVTY2NgAAL7GVu7zafFT6wg0FosxNahQKMDlckEsFqNcLuPo6AhvvPEGlEolXn31VaY6rays8GJFGgbqokajUeRyOUxMTODChQvs+kMUEppqUDcmn8+jUqkgEAhAr9cjn8/j7bffhlKpREdHB5RKJY8rV1ZW0Gg08LM/+7Ow2+1MK6PcArPZDJfLhVQqhUajgWKxiKOjI7boW15eRr1e5xGt3++HyWTC4OAgVldXoVKpsLm5iVQqBYfDwVSaSqWCqakpDA8PIxwOY35+nrnWRKOgez81NQWr1Yrx8XH+vkmj8LnPfQ46nQ7VahWZTAYrKys4Pj7mQzcdlnw+H2q1Gs6dO4fBwUF897vfhdfrZbqNyWSC0WjE/v4+vve97+Hg4IC7yXfv3kU4HOYNdWVlBR0dHfz7RMURiUSQy+XY399HPp/n50Wn07GYm4TOfr+ff+7U1BSUSiVWV1d5489kMicyIzY3NxGLxZDNZrGzs4NIJAKNRsO8+5WVFSwvL3Ool0gk4uCnQqGA/f19PH36FFqtlp2ekskkent74XA4sL29jbm5OTSbTYyNjUGhUCAajbLAlD4L2fGGQiHe3NPpNObn57G8vIxQKMRF37Vr19Dd3c35MDs7O1AoFNjf3+dxulQq5UMh/X+ZTMbFBjm8JBIJaLVaDAwMIJfLYWxsDP39/VxEkbA1l8thcHAQlUqF+bwikQharRY9PT0wmUxwOBzcyZfL5fD7/ajX61y0kjjWYDDglVdeYSFpqVRicbTZbEaj0UAmk+FNu6+vj6lyZEGZSCQgl8thNBrRaDQQi8XgcDig0+nQ2dmJ7u5uLrozmQxT+MgmOBqNYnNzk7vx5BZ2cHDAAvaOjg5+52nCROtOsViEWCyGxWKB1WrlNZAaNgQSrJfLZWg0Gl6vdnZ2mE5IRWpfXx/GxsZw+/ZtfuaWl5cRCAQQCASwsbFxQh+zv78PmUyG3d1dPvzm83le7ygPJBaLwWKxsCCftDJ0aA6Hw+jo6MDq6ir29vZgtVq502o2m9HX1we1Ws2d/HQ6jW984xsIhULweDxIJpOo1WpQq9V8X0j0PjIyAofDgeXlZezv7/Ohld4/KsBINE7rWKvWjCYLtVoNgUAAsVgMRqMR2WwWjx8/htfrRSaTwc///M/jypUrXGiRcJ+KUKPRiPb2drjdbsjlcjSbTZRKJdTrdSwuLsLhcODq1asYGRlhCh1pE2h/83q9+P73v4/19XU2FHn77bfx5ptv8vs9ODjI065kMsnTCaI+KhQKRCIRhEIhdv0ZHh5mu2Xap8rlMlQqFYfpkR5rbGyM97doNIpkMomOjg4UCgVks1mmsWm1WqjVaj7Ql8tlnkSl02moVCp0dnYin8+zmxtNMPf29tDR0QGdTge9Xg+HwwGDwQCTycRFwcrKCuLxOLRaLZxOJwYGBiCRSBCPx1EulzmMT6FQIBgMcqHb3t6Or3zlKxgZGcHS0hJrnVwuFw4PDzE5OQmJRAKRSIRyuYy9vT309PRwQ42sVUnHt7i4yPe6VCqhXC6zBpOalvR9vf766zxx29zcZJOJtrY23L59GysrKygUCnA6ncxYkMlkbLlMBbfD4UBHRwe6urpYT0SOhy8TDelTUSw8fvwYf/Znf4bf//3fx7/4F/8CAPBrv/ZrGBsbw2//9m/j/v377/lv/MIv/AIsFssLuZ7Wrut7uQO8G1pt+GQyGXO3z3IwIZyeCJhMJh5n0UG/NWSKCpLWCQJdN3XACoXCCReB3t5eFmam02kEAgFeMMktZWlpCYeHh9zxvnDhAsbGxrjrY7PZTog4WzUO9DlEIhFcLhdTUAqFAtrb2zE5OQmPx4N8Po/h4WHUajUsLCxwV4UKku3tbeY00s8lUdtnP/tZ7O3tYXl5mZ116BBmNBqxvb3NAmLq0qZSKVQqFf7zWq0WY2NjeOWVV3BwcIBbt24hHo8jmUxCoVBgdHQU2WwW9+7dw8HBAUKhECcB37x5E/V6HVtbW9BqtahUKigUCpiamkJPTw98Ph/q9TpvFg6Hg9NE29rauJNFnO9qtQqLxcJcViqwnjx5gvn5eRZVUtcKAHZ3dxGNRqFUKvlgY7FYTgjNqEtOLitEGaHvqnX0397eDr1ezwedW7duYWFhAS6XC81mk7n2YrEYGo0G4XAYS0tLMBgMcDgc2Nzc5E4sTUWIHx2LxRAKhaBQKLCwsAC/3498Ps8ULK/XC51Ox+PxCxcu8KEmm80iFotxwibpEIhHn06nkclkADzrSlEXlEbzlUoFe3t7kEqlODw8RKlU4o640+lkITwVQlarlTuSPp+Pu+pUbCuVSg5k6urqQiQSwcHBAQ4PDxGPx3F4eMgNArFYjNdff53H8N3d3ejt7QUA1Ot16PX6E1qiaDSKlZUVAMDi4iIHhvX29vJEamhoiO/n5uYmUz4UCgVu3LgBpVKJx48f46233kKtVkNXVxeLAHO5HBYWFli34PF4MDIywnxpqVTKE5RkMslaDKlUylz04+Nj/mzZbBapVAoqlQqZTIaNAC5fvswTGdJCOJ1OWCwWxONxhEIhHB0d8YFepVLh9u3byGQyqNfraGtr40PW0dER6vU6+vv7Ybfb8fDhQ55mDQ0NYXNzkyl0KpWKKX89PT3o7u6GVquF1+tlPj8VDf39/dDpdGwRbDQa2QVsdnaW6SFk/CCRSBCJRLC5ucnOT06nE1tbW1hdXUUwGORuN3UziZY1OjoKl8vFRf/8/Dy+/e1v83p85coVSCQSbG9vY3l5GZ2dnZiZmYHRaOQplkajQU9PD7/DiUTixOGTNDN9fX3QarV49OgRnjx5gtHRUS5KGo0GrFYruru7MTMzA4PBAJFIBLfbjeXlZXi9XmxtbbEmTafT4erVqxgbG0O1WuXimnj+pEXo6urCxMQEotEo9vb2+KBE093Wic729jbT5ohWc7qxRVN8oqjRAaxVC7e3tweZTIaLFy/C7XZjYWEB+Xyep/E0EWh1Anv8+DFSqRQ6Ojrw+c9/HkdHRzylp3eTcpaoQRUMBjE/Pw8AJ6bg1CSjScPKygoeP36Mzc1NPHjwAJ2dnRgfH+dpNk0T33rrLVQqFRgMBrhcLn5naK+i7v2lS5egVCphMBjQ1tbGh3eFQsHUxUKhwCYApD35yle+AqlUip2dHVQqFWi1WhQKBTQaDbS3t2N0dBTHx8fY399HMplEIBBAT08PT46pqbK0tMQZQq0F9MLCAj7/+c9Dq9ViZ2cHGo0GX/nKV+Dz+bCzs4N8/pkNss1mQywW4/ecdGUE+mwymQwazTNLcrFYjGKxiIODAwSDQaYJNhoNdmQjxzFie4jFYohEIkQiEQSDQZ6oku4umUxCr9dDp9MxG6JcLmN3dxeFQgGzs7M8saHivr+/HyqViqeZnZ2dXGyVSiVsb29jc3OTiyBynPR6veygSMX8y4JPRbHwta99DRKJBL/xG7/Bv6ZQKPDrv/7r+Nf/+l/j4OCA49afh2aziWw2C61W+0K+oNO0ng8DEn8RRYQ4k++G1okAaQcGBgZOWH8ODQ3xYe+sP08FQ6slGI0KKXfBbDajVqvh6dOnkMvleP311/mAb/hxeA1tgGazGQqFAsCzDm53dzd3O588ecJcQOIvU4colUqdsOb7whe+wPeVeLtWq5UpUE+fPuUFZWFhARqNBq+99hp3RwwGA3ezarUaJBIJd/2I30rTjQsXLsBgMPACsbCwgPX1dYjFYiiVSrjdbqZ7PH36FEqlEjMzM1Cr1SiXy7h//z66urpQr9cRjUYRCATQaDQAPAuhIp0HZVNQJ+zGjRvo7u6GzWZj7m5XVxdMJhPi8TjUajW7a5A4O51OswCbxqLEg7Zarbh69Sqq1SrOnz+PkZERpl8dHx+zd/j09DR3Fw8PDyGRSFAqlTA3N8cFAwlcia/dKgQjnm02m0VnZyd2dnZw584dtlmNx+PcgZqdnWUnLKVSCZfLBalUimazyRaBRqMRQ0ND7B5CDkzf+MY3sLS0xOI2q9UKs9mMZDKJ/f19PHnyhL38u7u7US6XEQqFsLi4iFu3bkEikWBgYAB2ux3ZbBZisZjdikqlEux2O8Lh8AlbV7lcjuXlZSQSCXaRqtfrPB5Pp9MoFAr8GRQKBWw2G78vNEJ/8uQJotEo8/6npqYwOTkJ4JlffCqVwu3bt7G9vY1qtcp2sjSdGxgYwMzMDJsFFAoFmEwm5HI5XhdIUHf79m3Mzc0hmUzyO0UHCkpUpgRxn8+H3d1dTl8m6hUdHicnJ6FQKNhNRaPRIJfLYXNzE0dHR9whXF1dxcDAAK5duwabzYbHjx9jcXERHR0deP3116FQKOD1euHz+eD3+5HNZlEsFpFMJnH9+nV0dnaeGO+3ipjpuSKHJaLf9Pb2QiwWI5PJwOPx4OnTp1hdXcXR0RHUajXq9TqkUim7gJnNZly4cAGBQADpdBqNRoMFkLFYDHfv3sXBwQHkcjleeeUVdHZ2Ynd3lw9OJG6XSCTw+/3cKT537hzy+TwWFhZgNpsxNTXFtDg6sIbDYezv7+Pw8BBdXV0YGRlhDZvBYOC8iSdPnqBSqbAwv1Qq4fDwEM1mk4suEggfHR3BbDajXq+j2WxCIpFw19Tn83FiPFG2/H4/KpUKF2LNZpM7yhS2Rte8sLCAXC4Hn8+HgYEBfOYzn+HCgjQ39Xod5XIZx8fHuH//Phf/wLM9tVgsIpVKwW638xrb29uLwcFBpgV1d3dzE6GzsxPlchmpVAoejwfxeBz1ep01WqSTkUgk8Pl86OnpYRehVvMJmnxSVgJNqKvVKoxGI6RSKSKRCDvO2Ww2FsU3m03umBP1hsLQ1tbW2O3NbDZjZ2eH+fg6ne6EmUcoFGIe+8jICFKpFMxmM08kS6USOjo6YLPZ4PF4uJFDad7Hx8dYWlpCtVrltazRaPCabDQa4fV6IRKJcOXKFXR1dUEsFsPj8aBcLr/D1IRosna7HQqFAnNzc2g0GtDpdBgcHES9XmeHNzqIa7VaTE5OotFosA6IdDharRYajQZutxsulwu7u7tMNYpGo/zvEgXp6dOnrAUiKs7Tp08BAF/+8pdx/fp19PT0wGAwoKOjA6VSiZ/NUqkEiUTC9ultbW1QKBRQKBTw+/1QKpXweDxseKDT6aBUKhEIBHg/u3r1KsrlMv7qr/4KGo0GN27cgFarZVemR48eYXV1FRqNBrOzs3C5XNjZ2UEoFGJdkFarRUdHB9rb29mRTqVS8aScpi10niSKnEKhQDabhc/nw9zcHJ4+fYpcLgez2Yy7d+9icHCQdXHkKCmVSoWchReNxcVF5n+34sKFCwCApaWl9ywWenp6mP/2d//u38V//s//+T0P5j9pUMf9/UTKE1onAsDfeAOf9pRunUB0dXXxzzvLJaJWe+apPT8/j3A4jO7ubpw/fx6NRuNEZ1mtVsPn8yGbzSKTyaBSqaC9vZ2tKGUyGXOaY7EYfvjDHyIUCqHRaODp06fsvkCHEQCc0On1ek94pMvlchgMBuzs7GBnZwfb29u8qJAgtrOzE5FIBIFAAFqtlruSt27d4k7jwMAA3G43rFYrNjY2EA6HsbCwAJFIxAstCTq//OUvQyKRIBwO86K/trbGHdXJyUmcP3+ex+QrKyuQSqUsYpyYmOAxJVEzjEYjHwSok9je3o6BgQE+lFNXiOwRR0ZGmAdJBx6Hw8GBYVQQ3bt3D3q9HufPn2c+bSqV4ns8NjbG/EzgGUVneXkZfr8fjUaD6VBmsxnlchkymQz1eh27u7solUoYGxvjgpK0AuQGc3R0xCF0EomE7fl2dnaQTCZRrVZZ+L2/v8/uJq+//jqLp41GI/r7+1nod/v2bZ7EdHd3IxQK4cGDB+jr6+OiI5PJMA1IrVbj6OiIn8mDgwNYrVaUSiVYrVa0t7fDbrfj6tWrzGkXiUTo6upiRykSzdGUQa1W86FLLBZDIpFgYWEBa2trAIDu7m7k83k4nU4WDN+/fx/BYBCNRgM2m40pSCQuNxqN6O7uZgvT7u5uOBwOlMtl7nJVq1Xs7+/j3LlzAMB83tZDDL3DMpmM7fmi0SjTVyqVCtRqNQtOOzs7IZPJEIlE2G2FRu82mw3nzp2Dx+OBx+OB3W5nTQNlg+zu7vKhfn9/nx2JzGYz2tvb0Ww20d3djZs3b2J4eBjr6+tMZ6IsFsrqMJvNqFar7EBE+RCVSoX50qlUCtlsFt3d3RgZGUEgEMD29jYfmAYHB9Hf349MJsO0JYPBALvdjqmpKS4sYrEYtre34ff78fTpU/ajp2TrqakplMtlHB4esiBXJpPx4ZoKdPr8165dw/j4OCKRCOx2O08G6vU6dnZ2kEgkEAgE4Pf7uQmjUqmwsrKCXC6H2dlZ2O12mEwmlEolHB0doVKpsH7ie9/7Hra2tgA803W4XC5cvXqVqYhKpRKxWIy7quSuRId2iUSC1dVVbpooFAqUSiWIRCJ+t+nZTqVSuHPnDjcIxGIxO7ARfePJkyfY3t7G3bt34Xa7MTg4yDkUTqeTedmFQgF7e3t4+PAhRkZG0NvbC5lMxhNb0qNRUbS4uMghlRR4RpkbBwcH2NjY4ORk6rqr1Wq2BR0fH0etVmP+uVqtxvT0NLq6uhCLxZimRgGX165d43vYaDRw4cIF+P1+vPnmmzyZtlgscLlcmJ2dRX9/PyqVCp4+fYrNzU2edLW3t3OOx+7uLhtoUAeaziZEN3z06BHT6IgaTHsx7RM06Tw4OADwN81MtVqNixcvQiqVYnNz84TBBFH5FhYWUCgUmFJKEw6j0ci037m5ObzxxhvQ6/VsKEC6qTt37sDpdOLq1avsGphMJtkKmwpWakz19/ejp6cHUqmURd2Dg4MYHR1FOBzGnTt3kM/nIZFI4HQ60dvbi1wuh2q1iunpaTQaDT5YU+AeNdOsVivbcDcaDRwfH3OjjGyj0+k0fvSjH7EGitztgGcF1/DwMAYHBzE0NMQNU8oNajabnFtz9+5dfj9UKhWvFcAzDevu7i56enpw+fJlRKNR3L59m23cy+UyIpEIr6+kXaP1slAoIJ/Ps2NZo9FAb28vUwCJeigWi+H3+1nY/jLhU1EskGXVadCvkYDuLBiNRvzmb/4mLl++DLlcjjt37uD/+//+Pzx+/Bjz8/PvKEBacTrU6qwJxnu5DH1YkPj3tJtE60SAqBK0ULRqJsg+7LSdKxUR1HEhioXZbOauIwmkKW2VLEA9Hg8ePnyIZDIJkUiE4+NjPqACYIpJsVjEzs4OVldX0Wg00NXVhWAwiFwuB5fLxcnAZDdmMpmwt7eHtbU1BAIB5HI5tLe3o1gsnhDDKZVKHB4eQqFQQK/XI5PJYH19nW05g8Egj67VajVb9gHPOrtdXV04ODjAD37wA6YP7O3toVKpYGJiAp/73OcAgMXRhUKBNzeahDx58gR7e3s4Pj6G2+2Gw+GAQqHg7AfSRNRqz8KESJxJrhBLS0vI5/Pc2aDvtV6vczd7bm6Ofb9LpRLnE2xvb2N+fp7FjcAzofTg4CBMJhNWV1eZ0kDPZiAQwIMHD2A2m3nxqlQqTEEwGo1MHwuHw3jrrbf4Z7aCMg2i0Sjy+TxmZmaYH0z2nUSfqFQqrK2Ynp7mSQd1gkgLUyqV2Js6n8/j/PnzGB8fZzoDubnQvSNRpl6vh1Qq5aKEXLKGhobQ39/PtAAKVxsZGcHY2Bii0SiOj4/50EFitlKphIGBAbS3t3Oex8rKCjKZDHK5HB+2SXxO702z2YTNZkN3dzdPgWhKolKpsLCwwBajTqcTxWKRg6CIQnV8fIz19XWEQiFEIhFkMhl2PdLpdNje3sbh4SEHQdrtdhaOajQafn9FIhFisRiPxJ1OJ0QiETQaDWerkA0lOWHNzMzAYrGgXC5jbm6OD1wzMzNc7B0eHr6jC7a1tQWdTsdagmazic3NTc5DuXbtGlPgVCoVOjo60NbWhnq9jkKhAK/XCwAc3GcwGDjjIJlMcjGZzWbh9/sRj8eh0+lQLpcxOjqKqakpXpOoW1utVnH//n0kk0k8ePAAUqkUVqsVgUAA3/nOdzg5vaOjAzdu3IDFYkGz2WT7SYlEwvx9KmytVivcbjcH+7lcLkxMTGBhYQF3795lGikdeolacenSJVitVuRyOc5MIaql3W7nxgFRYogKQsUEvUfkRLOzs8MHjp6eHvT09EAkEjG1c2dnhzVm9XodwWAQ4XAYEomEp0c01alUKrDb7ZDL5aw92dvbw+7uLv7v//2/aG9v5+50X18f5HI5nj59inw+D7PZzDQ0on+QPkatVmNwcJDpIgcHB1hfX0dPTw86Ojr4WjKZDGw2G2w2G9NSRCIRxGIxwuEwa4bK5TI7b5E7DvHbQ6EQOjs7uTFAHfKjoyO+X2KxGOfPn2d6lcPhwMDAABwOBzcZiSbb3t6OSqXCRcXGxgYHn5H71ObmJtvRkgbr3LlzcLlcWF1dZQFsJpOBz+eD0WiEy+VCe3s7qtUqtra2WH/W0dHBhVR7ezvfh+XlZXg8Hnz5y19mKmOhUMDx8THTVkn7RcXS6OgoLl++DLfbjVQqhd3dXWxvb6NSqTBd6uDggPd4om3S+letVlGv1xGJRPjPjIyMcLBkMBhkah1pWAwGA+smjo6OoNVq2f3O6XTi4OAAc3Nz0Ov16OzsRK1Ww/r6OpLJJA4PD5HJZNDb2wuTyYTR0VE0m03eawOBAFus0+SZCv9qtcp0ZSpuaIpSq9Xw5ptv8tmmXq9zllAsFsP9+/fh9Xq5GUAhfCaTCSqVColEgqc1er0e9XqdadZvvfUW584oFApuEFJAps1mg0wmQz6fZyoxMQZIl0U6xPX1dayvr3Nh+dM0w3kvfCqKhVKp9I70QwBMfSmVSs/9u7/1W7914r9//ud/HhcuXMCv/Mqv4L//9/+Of/Wv/tVHurazAj4+CugwTzH0drv9RJgN/ZnTXtX063TooIV2b2+PXwxaoA8PD9l5gjo1IpEIFosFg4ODePLkCXe0iQJ0fHzMAipy2DCZTOyEo9Pp+OC1traGaDSKyclJFp2RIxHRQJRKJYaHh3H9+nXunNAInTpnWq0WjUYDWq0WYrEYdrsdr732Gi8EVGxkMhl2d9BoNBgcHES5XObDE4nByB1nbGyMBXz053Q6Hecn0EGwo6MDExMTPGJPp9OoVqsYGhriRYM6KNSRpkMjifB0Oh3kcjk7rqRSKSwvL+PJkyf4h//wH8JisXDgi9/vR09PD4aHhzE2NoZKpQKv1wuxWMx2jalUCvfu3YPf74fL5eJpDG12CoUCDx48QCaT4RFuKBTi66TnVKvVMu2ps7MTnZ2d2Nra4s8+ODgIAEwzIHeijY0NbG9vY3R0FCMjIydE+RMTE5xcTCJDl8vFzhPFYhHZbBa3b99m+z6Xy8U/CwAXFrSQ03Rma2uL8xuMRiM2NzfxxhtvsOaGHLFSqRRPSY6Pj5FMJvGjH/0InZ2dEIlEzHfv6elBs9nEwcEBd41IaLm3t8cC2M3NTSQSCVQqlROHJTogHR8fM6VIKpXC6XTi+PgYfr8fIpGIhc0ajQbDw8MYHh7G3t4e/H4/0102NjZQKBTQbDaxtraGpaUlnuSRxSrlZMjlcnZWIf4+6Q1o4kcdwnq9zo4zRLtqb2+H2WzmDXh9fR2RSIQToKmxQIeaZDLJ3zGJhNVqNaRSKdPYUqkUCxYpi+P8+fMc/tdoNLC5uclCRqLOTU5OYnt7G6urq0gmk+ySQhMOmUyGzs5OFAoF2Gw25rXbbDakfxyApdfrkcvl8PDhQz70y2Qy9Pf38yGQpgDNZhPJZBJbW1vM5+/u7kZHRwf29/f5e9vZ2eHrzOVyWF1dhclkgtvtRigUYsclEjjStAsAaw7W1tZQKpWg0Wj4O6hUKnw/gGeFfjAY5IMPuTsRpe3w8BDd3d1QKpUoFArcjZyYmODPRQd/u92Oer3O10yNBprgWiwWFpb39vait7cXOp0OPp8PPp+PnXvItaW7uxvnzp1jL/ihoSFcvnwZtVoNm5ubWFhYgFQqxcjICItZaU2kZ5lce9bW1iCXy3nS0dnZCcOPQ/uIU14ul7GyssLX5ff78e1vfxtarRZ9fX08/VCr1dysIrE60UPy+TwikQjTNonTThMQ0sgNDw+ju7ubtS4WiwUrKytYWVk5kUFCh+9EIoGdnR22Dqc9KZlMYmpqCk6nE9VqlamMwWCQzRc0Gg3/LzkBSSQSpH8cmEkmID/4wQ8QiUSQSqWwsrLCts2kmSFDFqLDGI1GVKtVzM/Ps5scTSDJseqLX/wiyuUyms0mJicnOQ+FXNmogNFqtWzBmkwm2bWHXOnUajXbgbvdbohEIl7DgsEgLly4gMHBQe7WU7p5KBTi5hDRkCnT6eHDhwDA9MSHDx/ypJeacF6vFw8ePEA6neYJGNGK6N+inI6vfvWrnGFEDlrkFEWNMHJWpCkRZZ4MDw/zdQUCAS6uhoaGIBKJsLW1hXK5jNnZWZTLZSiVSlQqFX6e29rauFFBOTUAmKZGrpsikQibm5t833K5nOCG9KJBX85p0JdwOqTrvfAP/sE/wD//5/8cb7755rsWC3t7eyf+u3XS0Opk9G6uQx8UpDGoVCocFHP63z6rQCF3oDt37sDv93Mnk7yY29vb2SmDRtCtFbTZbGZXDHKEODw85M4fOXyQ7RcFKGk0GnYKIscBGo/T+JuCx6iYIA5sT08PJicnIZfLOT2X7E29Xi8viGSlVigUWMBHhcv6+jrK5TKsVivz7QcGBrC2tob5+XmYTCa4XC52yyGus91ux/HxMXfDqKtJ/OlCoQC/389UIblcziKo/v5+5sCLxWI4nU709fUhk8ngyZMn6OvrO/GsDAwMME2lXq8jkUigUCjg1q1b7OaTSCRgMpk4rIq6mRaLhQW/lM579+5d3L59m+0ha7UaOjo64HQ6sbm5id3dXcjlcszMzDA1LJfL4dGjR0x7am9vx/T0NM6dO8eCbnIa6ujo4GC4bDaLtbU1fiYPDg5QrVbR09ODCxcuMP2IvnOiYFCxSi4hKysrPFbXarUwGAwYHBzkjm+lUsHS0hLfO6VSyc4qe3t77O5xcHCAer3OWRg0ViY+NwndZmdnWRMTDof59zOZDLvJOBwOnjjk83n+jshH3m63o1qtsm7i2rVr0Ol0JwS5dE/IDcNkMuHo6AgAOORvfn4eqVQKvb29nDJNvvR0LSTO3t7eRqlUQmdnJ65cucLceCoQrVYr262SaJc2zZs3byKTyXBCL/HhifbU09ODo6MjJBIJ5HI5phhls1nWMVECMx3ad3d38fbbb8PpdLLI0Ww284g/Ho9zaJhGo4FUKmWNCE2ISLtC/uOFQgGRSASlUgmJRAI9PT1wOBxYXV1FJBJh9xrgGcVGKpWywwrZXV69epUphZQsS5oBg8GARqOBQCDA94emBGTFu729zdPT8fFxLq57e3vx+uuvw2KxsCmBQqHA9vY2lpaW4Pf7sbu7y+40TqeTu+kUHElhdHq9HtevX+d3hASo6XQaXq+XxfRyuZwpInSwtFgs3AEmTUaz2cTu7i7u37/PlssDAwN8QKpWq4hEIlzY0lpLk7DDw0OmY5FIn9bEzs5OOBwO7qYDYHMF0gGR45PH48HU1BQXwrVajScvkUgE3/zmNxEKhTA2NoahoSGmBGazWTYZOTg4QKFQ4KkCOSpNTk4ydYYc1sLhMOcCUAYK2W9TpkUkEuEuNTWsaLLY09ODcDiMaDSKhYUFniRns1lEIhHeO6m7PTg4iGAwiFQqBYVCwa5cxWIRFouFdXljY2PsaEd0qnw+D71ez3qEvb09bu6Nj4+zLoVo0bTPm0wm5t+TZm1rawubm5vcvKF9/XOf+xyq1Sp2d3exsbGBBw8eQCwWcz4ATVPITh0AEokE2tvb2cWIqKnkeEb7Gf27tOfRO9psNk8IerVaLTcnAoEAdDodHA4Hjo6OMDAwwGnuIpHoRAZQsVhkJsH6+joODg64WIzH4zzp/NM//VOsra2hUChwB79cLsNisbBtK4nlfT4fO+VR+By998lkEhKJhM+KZKJBEz1qGqjVami1WiwuLrK28fLly5idnYVer+cCWCQSsWlAs9mETCZDPB6HTCaD4cdZDKTPkUgkJwr7p0+fclBis9nk88DLgk9FsUD+zKdBynmimnwQUNfsg6JerzN9gQSA5CCg0+lOhIW9H7Ta57UmHNJ/t46wiGN/Vkol0Y4A4OLFi+jt7eVOFqUzp9NpPuDHYjEcHx+z6JlG2h0dHTCbzYhEIpzyW6/XEQ6HcXBwwJxdg8GA5eVl+Hw+KBQKFkKq1Wpcv34dBoMBi4uLODo6YhF2OBzm5N7R0VFO5qxUKkyTamtr4w49dcuoU030JuI/lstliMVitr+USqVYX19HIpEA8KxLbbfb0dPTwxStzs5ODmHxer3M806n05xdQJ3cnZ0dtLW1wWKxoLOzk6cr1L0lVxG1Wo1sNounT59iY2MD+XwelIVIXTuLxcI2l5cuXeJOVLFY5EMUHdxXVlb4oEDTmPn5eUQiEVy+fJndJ2q1Gh/oV1dXIRKJ2LOfFvLLly+j0Whgd3eXxb7JZJIDuBKJBO7du8cWcffv34fFYsErr7wCt9uN7e1tbG9vs2OF1WpFPp9HuVxGMpnkg5NYLOagIp/PxxQTKlouXrzIuQnE+V1ZWeGOjF6vZx0JBb6Njo5ybgO54uzv73Mh+ZnPfIYPtiTOJTvj8fFxrK+v86jfYrEwFSKRSGBjY4MpLQqFAru7u4jH4/B4PJicnERPTw+q1Sr6+/vhcDhw8+ZNdoSpVCro6upiVx2FQsHUOupqURd4bW2ND3zk2kGZIPTekwXu4uIipFIpF0SBQABdXV1QKBSYmZmBXq9n8d3GxgYXUCKRCI8ePWL9xeDgIMbGxhCPx/Ho0SMcHBwgkUhgZGQEw8PDyGQy7OjV29uLtrY2DA4OQiqVciZIIBCA1WplcTDZqjqdTqytreFb3/oWLBYLlEol6vU6KpUKT0BDoRAnma6vr7O9M/n5k5BVJBLx9ZKdIfGW29vb0dXVxX92d3eXaY7ku+5yuTA3Nwefz4eJiQnodDrU63Vks1k8efIEwWCQnVAoAZsoT+T+lc1msb6+zoV3f3//ifCuVCqFhYUFfP3rX2eLSZFIxIcsqVTKazNNK8nNRyKRwOv1YmNjAyqVCuFwGJubmzCZTCemna+99hq7JtGEo6enh/NcaJJrt9tRKpXg9XrZNpfoIwqFgqlGJpMJJpMJm5ubLDKmwkSpVGJnZ4fzNDo7OzExMcG8bmrMPH36FJVKhR1kSLgvk8nw5MkTpseQle3m5iZPZGjytbm5ifb2dgwNDbE7DAXImc1m+Hw+Pli5XC688sorSKfTiEQiuHnzJq5evYqNjQ3Mzc2hu7ub6XC7u7uYm5uDSqXi+53NZhGPx1kEXCwWkUgkMD8/j7W1Nd4z4vE4uzDpdLoTORNEfyNnwHg8zk5xHR0duHz5MgYHB3kyKZPJuLnWGsJHnH/6XkjXRcU10TfX1tawv7+PGzduYGRkhNOVSfPXavlL6e7d3d2QSCQ87ezo6GCjBQDQ6/WsT4pEIhwStre3x9OrVvMQohWRdoD2ffq+qRFDifJtbc8SyUkk7XK54HA4mA4tFotZ86LX61mMH41Gsbq6yiJ7cg8ke2OaUDUaDaZdkt5SJBIx7YoKtK2tLb5WMtYwm804Pj6GXq9HW1sbwuEw8vk8qtUqdDodhxm2t7ezcD8YDGJ/f59dzvr7+zE8PAyFQoGRkRFUq1XY7Xbcv38fjx8/hkQigVar5UlvX18fNx4UCgXMZjNTpJPJJMLhME8W4/E4UwLr9Tq+9a1vncmY+bjwqSgWpqamcOvWLWSz2RMag0ePHvHvfxA0m034/X7eCD8IKCSLnBEkEgl79w4MDJyZbPxuoEkCjXpPaw/IUWB4eJi7t0aj8R20JOKQajQaTE9PvyPZlYSuJFqiADSxWAydToeNjQ3OaqBNoaOjA+fOnUO5XD5BqXjw4AFcLhd6e3s5lXh+fp6nCpRx0CrKoxGrw+HA5cuXMTAwwJ+PnFCMRiN3S61WKwvrFhcX2dqOfJqJm0oFRjweZ06pxWLB0NAQO10UCgXEYjFe6J48ecJZEBQe5nA40N3dzeKlVocRi8XCothQKASRSIS+vj7uUopEIhwcHKBSqTAt4t69exCLxRxkRFoKt9uNqakprK2t4Wtf+xpyuRzu37/PwU9EjQHAuQq0UJLg3O/34+DggNOa6XuhqQTRasiaValUwm63My96d3cXMzMz6OrqYrFzOp1m2hVxODOZDGKxGLtTVCoVDA4OMq2qUCjg6OiIR+OPHj2C0+lkGoFIJILD4WCdCU1pyLKVuMnFYhESiQQdHR0sBCXP7Gw2i0qlwtoP4paWSiVcv34dADglORqNwu/3Y29vjze58fFxWCwW7O3tIR6Pw+128zOZy+Xw/e9/nwMAL1++zBawtKkODw9jamoKdrsd3/ve93D//n12jkqn08jlcnxoJnoEeWrT9U9PT7Md6s7ODr+X9F5RIOLNmzfhdDo5vfxHP/oRXC4XpyRvbGzA6/XC6XSiVCphenoaBoMBwWCQU7EbjQZ3zAOBAHdMlUol1tbW0NPTA51Oh2vXrrG9JvmbBwIBrK2t8eFyYmICf//v/30WDpJWqK+vDz/7sz/LNDwqluVyOYaGhtDb2wu1Wo1AIMDp4IVCgV2MqNNMBdWDBw/YEKBYLOLp06cYGRnB6OgoMpkMDAYD22OSeYPP50O5XMbk5CSePHnCFq5UlKfTabS1tfHBnjJhyOFHr9dzF3NgYAAXLlxAuVxGoVBAIBA4EXRHlEK1Ws1hTwcHB3w4ajabsFgsHJhXrVbZWWl3d5fXM3I2unDhApRKJfb39zE0NIQbN25w2ixNMuiZIM7/7u4u0y2pOCNLZep+k7NMb28v6vU62tvbuXFBGiQ6qCoUihPrC1nDUgFKhU8gEGDxPFlj/tmf/RmSySQLapPJJBKJBCKRCJrNJmvjAoEA3njjDczPzzNdi1zynE4nU6t2dnZgt9vZlYdohKlUiq8FeDZlymazHOpHDlgul4v1Kdvb20wjopTj1dVV1Ot1TE9P45VXXuGiSSKR8P5IEyyRSMQmETSNNpvNuHTpEmZnZ5mHXiwW8d3vfheLi4uwWCxcPEilUqalUaq9xWJBLpfDzs4O5ubmUCqVsL6+zq5sVKzq9XoEAgG89dZbqFarLOrv6elBvV6H0WhkD3+iSBEll6hFBoOBA/roWaFnlxpq5KRHezfpUcjdanh4mEMgaU3LZDKs0TKZTHj48CEajQbbti8sLHBBH4lEsL+/z/vE5OQkdnZ2sL6+jra2Npw/fx4KhYKFz4VCgcPUyNnIZDKhp6cHQ0NDJwL3+vv7udmUTqeZVUJFskQiwcjICE/mnj59ytk1VCSEw2Gk02le4+m7r1Qq6O3thcfj4XeOinGi61LoYrVaRSgUQiqV4okCWcKSwYlEIuGpNU0g6Tk2GAwvFQUJ+JQUC7/wC7+AP/iDP8D/+B//g3MWKpUK/s//+T+4ePEii45pYRsaGuK/S2nLrfjDP/xDxONxfOELX/jA1yKTyVg4VK1WEYvF0N/fj87OTuh0uvekI7XSl8iXvaur6x1ORQS73Y6JiQnIZLITRQX5k5ODAtFrKFgklUrxxkoiMRrd5vN5bG5uYnl5mUWV2WwWLpeLD5U9PT3Mn6WkQ5vNhv39fcTjce5gkzc7ua4QT9npdOLSpUvQ6/Vsx0jhOclkEt/4xjeYz3f+/Hn+7ORVfHR0hOXlZfT19XEnUCKRcIeb0m3T6TQmJyfR29uL5eVlHB4eorOzk2lARLmQSCQsRO7v7+exLdnJVSqVEzxfp9MJq9WKvb09dvvRarV48OABRCIRstksNjc38eTJE3b8MJlMnBbZ399/wpFELpcjlUohk8mwOPzq1avIZDLY2tpi2g9dY0dHBx4+fIhMJoNCoQCr1Qqn08nJr+Pj4xgbG2MvexI2k42r0+mE3W7nwwAlwJIzTSaTwbe+9S0AzxZaSi4lVxxydyGPb71ez5u1xWKBSqVioTAFptHBzOVycQBTs9nE9vY2W/6RCJP45hSGRk4mxKl1OBx4+PAhd6CJykKWqXK5HIlEgouPra0tuFwuPki/8cYbAMAja0oMpynIxYsXUalUmEtP7yI5Ny0tLWFoaAjnzp2D2+3Gw4cP8dd//deIx+Po7u7GwcEBu5P09/czpY86eGSXWKlUMDAwgEqlgh/96EeceEoWjzQtjEajTL+6cOECi+R7enr42YnFYnj69CkWFxfZXeUXf/EXMT09DZFIhDt37rBGiaZg1C1LJpP44Q9/iL/4i7+A0+nEl770JWi1WmQyGU5cJUqGy+VikZ5SqcTnPvc5tLe38/ut0Wjwd/7O3+HpJIU7kUPb4eEhjo6O2DGLNmL6WTabjSk7T548QSaTwezsLK5cuYK9vT0cHR2hq6uLBYYDAwNQqVSoVCrQ6XQcere0tMQTngcPHkCpVMJisZwQXpIGCng2HSEDBaIzUoCcXq/H/fv3MTg4yKJQ4ryTcNnlcqG7u5tNHei9o4YGUWrIXY6oU41Gg6l5NpsN8XicXbJqtRr+6q/+iu8Z0Tmo+D46OsL4+Dji8ThTLokWIRaLmbanUCjw9OlTtm4lAXuz2eR1hTrK6XSaxfJms5l1VWKxGCsrKwiHw1wYkpg6Ho/jv/yX/8Ld0ytXrsBiscBoNOLhw4fcZKFpGe2FlCg9MDCA4eFhdiva3t6GSCSCzWZjatL8/DxGRkYwOzvL3zmFh7V2vV0uF9uNU4eX3JfsdjteffVVOJ1OyOVyPHz4kGl9lIWh0+nYpY/ydeh7a/28RMMRiURYX19HsViEw+HAxYsXWXhPjShaPyjDYXx8HENDQ4hEInjjjTfYW1+pVHJRRjQp2ldIm7GxscEuTJOTk+js7MTy8jKvCbT+Eb+enhvSwly+fBkikQg7Ozt8yCYtBeVsOBwOnD9/nos3mUyGra0tzmY4d+4cNBoN1tfXuZkUDAYRDAYxOTnJQmYymTg6OmI6a71e5zWdbHRJ5E9FAFn5EvWRGpdk1kIaoe7ubjSbTWxtbSGTyeDOnTs4OjrCyMgIZmZmTuwDlIJNGT6kY1Sr1UgkErDb7QiFQtxwpPtFWohyuYytrS1uML7xxhus3aSEZtJC6PV6dHd3o1AosOMTZQMRzZuE/mRcYrFYmMZEblkvEz4VxcLFixfxi7/4i/id3/kdxGIx9PX14Y/+6I/g9/vxv/7X/+I/92u/9mt4++23mQICPPNh/uVf/mWMj49DoVDg7t27+LM/+zNMTU3hn/yTf/KBr0UikZxwm2nt9r8f+hFZ1+3t7XHOwtTU1HOnESTKKRaL/DKGw2EcHx/jW9/6FtLpNI/Njo+PmR9LmoZ0Os0e1DQSJkuyfD4Pr9eLZDIJi8WCRqOB+fl59jtWqVTsxJHNZnH9+nUOAlpaWuL0YOooiUQiSCSSE1MMg8HAv7+zs4OnT5+yuEej0bB4GQB7s1PnmPi9FosFFouFeaRk+Tc+Ps6OC7lcDuPj45yoHYlEmMfodDq5+qcudW9vL3NFyeGIfPJp8SfqBS1WxCWmDmI0GmVuZqvtKwnu6B5+7nOfg1arxfr6OnZ2dnD//n3Ohejo6MDFixfhcrkQjUaxv7/Pegnq6oRCIaZ7ZTIZdHd34/XXX8fExAQ2NzfZ2Skej3P3kZ6Zv/qrv+LDPRWToVCIaRrUxXQ6nUz/8vv9PFkgobBcLkdnZyenl6tUKnR1dbFAnqZS1FFWqVSchG00GqHT6SCRSLCzswOn04l0Og2dTseiW5qwUKgTCchIMEe+6YeHh6hWqwgGgyzYnp6eZkGryWRi8S5lDLTmKqRSKeaf0sGrVqvhe9/7Hh9mKWgJADuRRaNRNJtN6HQ67p7SoeL27dvQ6/U4d+4czGYz2x3Ozs5y0FKrY45CocDq6iqKxSI6Ojrg8XgwNzeHhw8fcreVinfqAkYiEabd2Ww2zM7OYnh4GLlcDlarFVNTUzzqps5se3s7UwzEYjG8Xi87hCQSCabsTUxMYGhoCENDQ3yQdTqdfIACnk1vydOeEpnJh5wOsdFolClerc4qJOijnBaaChiNxhNWm+VyGSaTCV/+8pehVqtx7949ZLNZGAwGbGxscPibVqvFxMQEi58VCgW6urrQ0dHB3zlZD9MzRCYLJDTVarUcMEjfIz1jgUAAdrud7yNlQxC1hEK7qINOn530LkRzIftnonXYbDbY7XYsLy+jWq1CKpWi0Whw/ofL5eLCkA4o7e3t6O/v5yTvfD7PdCRqFBEvXKfTcU6FxWKBWCzG0dERi2yJxkLaCDILIE5+IpFAX18furu7mfKZz+fZ5YdEzRcuXMDMzAyUSiWOj4/x2muvob29HfPz8xyENjo6ygdVlUoFk8nE0xWiO1HAGjXzMpkMpqenOSyNAs729/c55NDpdGJkZASZTAZ//dd/jYcPH/JzATxzvaPmCzlRXb9+Hd3d3Xj8+DFr8Oj9c7lcmJycRDAYZHedTCaD5eVlpq5QYFgsFuOwLjpAy2QylMtl5sTTemc2mwGA8zIkEgkmJycxOjoKu93OQlfqpr/xxhtsZHHhwgWmItH9oaJsd3eXJx7USSftFE3eurq6OFOC2A/BYBDHx8dwuVx49dVXWcOjUqnYeZBSjCORCLq7u1nr5Pf7eS0MhUIoFAq4fv06p4OTAcHDhw+xvb3NzmKNRgPJZJJdlywWC4upWynglENC+Stkwx6Px/HXf/3XePToETKZDPR6PRqNBmQyGWeg0DtOPyuTySAYDLLhAu034+PjnK9C1Eta12gK8fDhQ2xtbTElltKhG40Gvwtf//rX+Tkki2lKuS+XyzCbzTzJp2ZytVqFzWZDe3s7MpkMQqEQbDYbT1peFnwqigUA+OM//mP823/7b/Enf/InSKVSmJiYwLe+9S3cuHHjXf/er/zKr+D+/fv4i7/4C5TLZXR1deG3f/u38W/+zb85EWjyflGv1+H1evlFI+u6cDjM3ZD3gkqlYpoECQPfC9SZOzg4QCaTwdDQEIaHh3n0H4vFMDc3x9acFKZit9sxOzsLmUzGXr/5fB4AMDw8jOPjY+6oEJ2IRmmFQoE7IOVyGfPz8zAajbh8+TJ6e3t5RL+7uwuJRMIjZZ/Px84G5DBCB9W9vT1O/lSpVKhWq7h16xa+8Y1vYH9/H1KplHl/1DUOBAKseyDx497eHi5cuICRkRE8evQIGxsbPP6jjjp134gOQGKs4eFhDAwMcChMMBhEKBTC8fExL0DEfb5x4wbTPDo6OtDZ2YlsNotoNIq2tjZ84QtfYAGaXC7ngDCyOhweHuZNjzi+6R+Hxnm9Xuzs7OCVV17BxYsXIZFIWANA4lI6nNLfMRgMfEjKZDJ8aDg4OMCdO3eYFtXe3s5c7VQqBZlMhp6eHvT19WFgYAB6vR7lcpm7rSKRiDv3SqUSPp+PF27izRMvl0a/4XCYRdc0gl1fX+ck7sHBQTSbTfbGzuVyTBUh0wJKbKU0XMOP00iPjo7w6quvMkd8a2sL6+vrPDInq1naPIhHS+4ds7OzKBQK7GZCxWJ/fz8UCgXnABwcHGB/fx/hcBhutxvj4+O4fPkyd6DJis9sNmNsbIw/J3XGSBgNPHMqocAuu90OmUyGlZUVLqJI8EvPl8PhwGuvvYahoSHO7kin0+zwotVqsbm5CYVCAaVSyR3yUqmErq4uDA4O8vvXyiknukSxWMTCwgJ3DNvb2zEzM4Pr168jEonA4XCw/qVSqbAFLHHNVSoVHjx4gGAwiLGxMV6nisUi3njjDeTzebz++usYHh7G2toalpeXeU2Uy+VsRSmTydDV1QWJRIKDgwOmAZCferlcZjFoe3s7pqamsLi4iKWlJajVanYFowN2T08PFxdEuwPAVqWlUokFwZTaTPa6nZ2duHjxItP9qPtMlonhcJidV0gDQx1sCtMiUSbRly5dusRBe0T7ymQy/F3SBIaCFelgHo/HmT5ht9tRLBZ5MkyHPVoTyuUyUyt7e3uxv7+P73//+1hdXcW9e/dYcH/u3DmeIGYyGS4cqtUq68NSqRSsVit/LoPBgMPDQ9y6dYvpGn19fRgfH+fDL3H96d9cWFhgMbFUKmUKlMvlYscY4p8rFAo+NJKwtlqtctOBKKlUWFDAndVqPbFvFAoFXLt2DR0dHchkMtz8IlE8FfMrKytYW1tjD/zBwUH4fD6sra3xcz09PQ2xWIyJiQmYzWbcvn0boVAI9XodWq0WQ0ND/F2Q41EikcDKygqi0Sj0ej2n2tM73WrwEQwGOQvm85//PDf7YrEYO4lRM0Gn0yESibAz1cjICGu93G43KpUK0/zUajV2dnZYUEsNR5p06vV6OJ1O1g4C4FCzSqXC3fr29nZmORBljCYapLnwer1sc0tr0dzcHMRiMW7cuIHp6WkWdROlRyqV8p73xhtv4PHjx5DJZNDpdBgYGGBXv9HRUaYE0dScPidRf46OjvDDH/6Qp8skHlapVGwdTc0/miLQmre4uMiFM4Vt0lmpXq/z+p3NZtHb28shdK+88go/t/39/bBarUxvTSQSvP+JxWKm4R4dHUEul+P8+fN49dVXcXh4CK/Xy4UJfeef+cxnIJVKmUr3zW9+k6cbLwM+NcWCQqHA7//+7+P3f//3n/tn3nrrrXf82v/8n//zhV5HsVjEt771LRbmUWVIHEqPx/Ouf99oNOLSpUuYmJjg7jtZbFEBchaI8kNCOQqtoXwHGsHdv38fa2tr7HQyOzvLOoXWf4u6WNQpjsfjHL7i9XphMBg4npxi3n0+Hx4+fIi2tjZcvnyZx+jkkECBTcQBJXcO4u1RZ54CnehQGwqF4Pf7USgUOD4+n8+zUwClzVJ6I3Xdbt++zaIjirWncefw8DBu3rwJg8HAPs+JRAKNRgPd3d2sXzg4OMDu7i6Lik0mE7q6uuByuVCtVpnLm06nMTU1BYlEwlkHDocDRqORQ3i6urpw4cIFjI+P49GjR0zVikQiODg4wOHhIScCa7VadHV1cTeQRvkkvCwWiwCeUToAsLCKgu2IA0qjzNHRUXZ1IecKejZpUaMDc7Va5WdnfX0d8Xgcg4ODmJ6eZiEuJSsTjeTy5cscHkcLb+vGEo1GIZfL8dprr/E939nZ4a4ycYFVKhUvrDQKJpFuNpvlQwQVAFQEULdVoVDgypUrzJMmjm8ul2Pxn1ar5fRR0q1UKhUsLCzA6XRiaGiIQ/b6+vqYkkebi8Fg4MAzKgwHBgY4w+Hp06ecvUGiv0AgwCJvq9XK/uLb29tIJBI4d+4crl69CrfbzQWU2WzGK6+8wvQvOoQSDYymXHQwCYfDXDBQkJjdbuc/Q2K/q1evoq+vDz/4wQ/YEIDch8RiMbt+0SZO9Dvi1BMnX6PR8IQJeEah+M53vsPCPbKdPH/+PM6dOweVSoWnT59yIqpcLkej0UClUkFfXx8mJyeRy+UwNzfHKceUqEv3hAplAFwQBAIB1Go17tqRaxq5/JAFZyvvmmiYMpkM4+Pj6Ovrw/HxMXf6qtUqFzPpdBpms5knL5OTkxCJRHyYpu5/NBpFpVKB3+/ngyRRK3U6HRdtVGyQVafdbucuLIlnI5EICoUCJicnOSeFgibpnVhcXMTCwgLGx8dx7tw5tu0ktyMqFsViMQKBANOzaCJBjkU0bVtZWWHNDwn6KWCLnLv0ej0GBwdPiLxjsRgHHlLj4oc//CEAMHWvUqmgra2N/flpckz3ibRpiUSC7z8JgGlS0mg0uIFG+xLxxilrgYSzpMOZnZ1FJpPh/c5sNrOY2GAwYHR0FGKxmHVgNAH6xV/8RdadUX6HVqtl69h8Pg+Hw3GCqmWxWNDb24tIJIJQKITV1VUOWaSAL2pmxGIxtsAmfj1ZNz969Ajb29uYmZnhhgTt49S8KZfLuHLlCgDwlJDoSvfu3YNIJIJcLodUKuXCrl6vw+12s30thaiura1BoVDwFJf2BaIjkwaAHImy2SxTpb/whS8wG4GKkGg0Cq/Xi9XVVT5TUN7LuXPncP78eZ7i6nQ66HQ6nnDSdJ0cxMh5kVzYiI5Egvb29nb09vayoQkA3pu1Wi03eigIk6x4qZtPjmZ+vx83btw4UZSTSxKFTtI+QYd7r9eLb3/721CpVLh48SLsdjuSySQXvPV6nSeMlAqt0+nYBtrj8cDpdGJ3d5dT7UmvRWuaMFn4FIMOxZubmzg4OIDT6cTo6CgsFsv7SoQ+HapGqcK02J4uNlpD3+ig2NXV9Y4QOJVKhcuXL+P4+Bhvv/02u9xQgE0ymeROt16vh9vtZk97EjsTt5ycM4hD6Xa72QY1l8vh8ePHHKz1/e9/H4eHh+xG09vbyxZxi4uLnI/QSuEgegOFd0kkEtY3UFdSKpUyj31ubo47i9Spoq4uFUqUEEuBRmQtSS4pHR0dMJlMPCUhfmEsFuNOUqFQwPnz59HT04N4PI6joyNsbm5yh6Czs5OFYpRKSuFFb7/9Nifjnj9/HiMjI9xd8Pv9ODw8hEwmw9TUFAv0FAoFCw+XlpZQq9X4viqVSnR3dzMnVCqVctqs1+tFMBhk9x4Sx01NTeHixYsAwAFkNE2JxWLskFQoFHgE2hrk1co1l0gkbF1Lm79CocDw8DBTo+7evcsheyMjI+xqYrVa2RmExuNkzZpIJNiWTiQSsWONUqlET08PZ2uQCLBSqaBUKqFUKvFhkRZ26gABz9LcJycnMTc3h62tLaYokT3j1NQUW7X6fD4EAgF2Zenv78fQ0BD/XjKZ5OkbbSZ0MB4eHuZNgxypKNhoZ2cH0WgUPp+Pw9XIeICmN8PDwzg4OGAhJ9kOy2QytghMp9Pw+/24f/8+gGfposQ593g8HB4XiUR4pE6HgfHxcZ5wDg4Osm6AhLdEo5ucnITBYODufG9vL9NBxsfHudAjm12n04mjoyOmOly9epWtER8/foyJiQlO0xaLxeylbzQaIZVK0d3dzRbCxAO3WCz8rBDVgRxKdDodrly5ApPJxJkRZJ9JuQkkkqSu5fDwMK8Lh4eH7ChEkzT6XqggKpVK/IySYJ/0QESRu3XrFmsjLl++zPa6jUaDU4xXV1fZkYsOa4lEgilUQ0NDcDgcWFxcZBqdyWQ6IYwnSo7ZbIZGo4HBYOBsAb1ez1kp5XIZt2/fZptealg4HA4OSzP8OOyP7K59Ph8f+JvNJlt7OhwObowA4HeXKLGpVIrtXqPRKMbHx7kQK5fLyOVy7DJFjlDE1aaOb09PD/R6PQ4PD7lpRaYGROOan5/n4p2yfyitl/If3G436vU6VldXOcE4mUyyexl166lwoSnKzs4Ou9nNzs4CAOd8VCoVzM3NoVarYWpqirUq1Oy4cOECH5Cpo02d/kgkwhNKou3Sz5VIJCwsrlQqODw8hMfj4VTyWCwGw4/tyA8ODrCzswOPx4OxsTHYbDbeL8g2lSZSQ0NDTC+jZGGyht3Z2WGtT6vVJ7nKUZYOnRnoHlMKPRlQmEwmDkQMBAIn7Nn7+/vRbDbxx3/8x3j69CnTmoheNDAwwM++3W7H5z73OU47J3oqFd8kIid7bOL107MUjUZhNpsxMzPDzwkVbaSLJOpkIBDgiS+dX8ixjrJ8TCYTGzkkk0lIpVKe0H3ve99DMpnklOpsNsuJ2qFQiN2ahoaGsLm5iUAgwNPk7u5uDA0NsUUrAKZXp1IpJBIJjI+P85R2fn4e169f5+moUCx8iiGXy3Hz5k22YATAdo8fFDQtoEr5rGLjdKYCCYDOgkqlwvXr17nbSKIj2jBorC6VSvnFJkefg4MDBAIBeDweDA0NcfIgcXepU0HV+MLCAtuASaVSLCwsIJ1OI5PJ4OLFi+jp6eEx6P7+Poc9JRIJHBwccDeUbEilUimUSiX7fdNmSWmHVGxQKBbxJLu7u5lyRN7H5Izz3e9+FwsLCzyxGRoaQnd3N5xOJ8xmM/b39xEKhXiBOn/+PDweD9sCktUo8KyTS1OMwcFBLC4uQqlU8kGN7GMfPXrE/FzqjtFCTd3o1dVVJBIJpNNppkdRQExnZyckEgmOj4/R0dGBSqWCZDKJJ0+eIJfL8aGPnI+0Wi0H1Dx+/JiFVCaTCX6/HysrKyxIJwevRqOBSCSCsbExnD9/HtVqFZlMBouLi7zwElXGarWiq6uL8yFoFLu/v4/d3V2mBszMzPDonQR3h4eH3LmUy+W4du0aC80HBwfx9OlTplqQ4xQlclOHvb29HWq1GqlUCqVSCaFQiLuLo6OjuHHjBtOLKByNElwVCgVbA7a1tbE1J3XlSqUSc2Fp1E5jfDqUUPGgVCrR0dGBv/f3/h4A4NatW9ja2uLOZFdXF2cDUGeYNBGNRgOrq6usqVCr1XA4HJw/kUgk4PF4YDQasb29jbm5Oc4tIQGxXq9Hf38/urq6IJPJ0N3djd7eXmg0GnbRIpE6YXR0lN1Gzp07h/7+fg5lJGexjo4OtkCs1WpYXV1lq2Fa39LpNLa3t9HZ2Ymf+ZmfQaPR4BwCcudaXV2FWCzGhQsXIBKJkEgk4PP5EAwGMT4+ju3tbezu7nKH0ePxsOUvAKbKET2xVqsxVYssWfP5PGq1Gqfk0vSCUovb2tqYXtje3s60RYLdbsfo6ChTdkgc/Y1vfAOLi4usRYnFYizEpwnf4OAgLl26hEAggIGBAdTrdRwfHzMFQiKRQKPRMHUhFAphYWEBFosF165d4wA/8lcvFAqczUEHTyoUqKFEWqK7d+/C7/ez0Pmtt95CNBplXRIVTJROS8nKZrMZtVqNrZFJTDw6OnoiQDKRSMBqtZ6w/qb3qF6vo6uri+2diQ67sbGBtbU1SKVSDA4O4ubNm1CpVGzXube3x+5rarWau7E03ST//x/96Efw+XywWq3o7+/H9vY2F5HhcBhmsxnXr19n+imt2cTFPzo6Qjgc5nAzcr0jB6/9/X20t7fjwoUL8Hg8Jz5jLBZjMb/H40GpVILNZuNkZuBZfgLZSpP1MU35ZDIZXC4XT8W6u7tZID8+Ps7NEJlMxvkm5Fh4/vx5qNVqeL1eNpIg3RhpNEgkrVarWRAPAGNjY+wcp9VqodPpMD4+ztMLyhUhmt/Y2NiJz7y0tMR6uqmpKUxPT3NxRc8fpU1Xq1Wsra2xGyIVxGR2ATybGrW3tzMlfHV1Fdvb25idnT0xde3r68Pw8DCvDVevXmVrb2pA0fRgfn6em2N6vR4Oh4MnM1SA6/V67O3tYXh4mClMXV1d3CwgsfP58+cRj8ext7eHsbExDgElZsTIyAg30mKxGK+N/f39mJmZgclkgsFg4Aybvb097O3t8TtBTdRcLsf0RbJMJlfH3t5eplaRwQm5qb0sEIqFnwAajcYJxyVyJiJeHXUN3qtqbJ0yPA8ajQZWq5U7LmcJqYvFIqLRKHd3urq6ADx7GWKxGHfAqcuzvr6OW7duQa1Ww2Kx8EtJTjY6nY71EXK5HDabjRedaDSKUCiEx48fsw1oOBwGAD6sE3+XbMZoQ79//z5sNhsLmbLZLPOJSesQDAZx7tw5KBQKdl9ob2/HzZs3odFo8Od//uecuWE2m9HT08OLKyXZktMJCQfJgYR0BrRpk3iaqAFyuZzpFVarlalC5ERFGQqZTAa7u7vo6Ohgm9WrV6/yQl0qlXDr1i2mtJhMJvT29qJQKKBSqcBut+NXf/VXEY1GsbOzwwJz6qrS4X9ubg7As/RVcmORyWTY3d3F2NgYzp07h4GBAZTLZdy6dQuZTAYdHR28GO7s7ECpVOLixYvo7OyEzWbD4eEhfD4fi7TcbjeKxSLUajWsVisUCgV8Ph9rXlwuF3Z2dnB4eMgiZRJ8UjgPPcsGg4ETNu12O2862WwW6XSadSe1Wg2PHj1CPB5Hs9nkLqFCoWC6DIlNiVbldruh1WpP0JSazSb6+/t51Ew5IF/84hfZaWNwcJDvRzweR6lUgtVqRfrHgXE0xiftEU3ZVldXsbe3h2g0yuJw8nCnyUu1WuVp4GuvvcaBVpSaTc5JpM2hiZjdbofb7ebgQBLeDw0NoaOjgzfl9fV1BINBmM1mnDt3DjMzMywMpVwSn8+HxcVFDixqLRba2towOTkJnU4Hj8eDRqMBn8/HwXgejwd2u51NGhKJBLxeL3fuU6kUvF4vf0bq/pKId2NjA2+++Sb29/e50z4xMQGPxwOv14v9/X0WjFOXjSaxDoeDKXCNRgMGg4G5zkqlEpubm0ilUty1b7UyJZMAtVrNzwc5DgHPDqQOh+OEFowmtESv3N3d5cN6d3c3c/H7+vrYwCIUCiGRSEAkEvE0sFgscrAe0aCIyhUOh3m9pswGOmRRQUCf1WQywePxIJ/P8yGJurqt3x/RNYeHh+F2uznlmkTN+/v7bMlM985isbA9uMfjwdWrV5HNZlnkSt99KpXCm2++ie3tbUxOTnJgntvtZqEs/XcrPZa0bLSvTE5Ocshns9lk8SyJtcnNbWtrC0tLS6yJkMlk7F5GSbiHh4dYWFjgjjJ1kI1GIzeSSEBKneK2tjbWiFQqFRZyz8zM4PHjx9wsIe0R3WPSHOzu7mJ5eRnBYBButxsjIyNQqVTY3NxEqVSCwWDg4DzS/G1tbcHv98NgMKDZbLLt9/7+PjweD6xWK548eYJYLAaNRoONjQ2IxWJcvXqVp3jxeJxtm/P5PKcmE+2ot7cXo6OjKBaLCAaDrJs5ODjgz+50OvlMoFKpsLGxwY6J9O5RAUB0Y6JdUmL45cuX2cWKzhNLS0vsjEXaNqVSiStXrqC7uxs9PT0wGo2o1+vsCEi5ICSYpvvQ29sLkUjE//3gwQOUSiU0m02YzWY+A42MjAAAa9fo3aZw2nw+j/39fWxvb7M5QC6XQ7PZRF9f3wm3x5WVFeRyOfT39/Nnp2Tp1jOUzWbDZz7zGW4M+v1+eL1epjN2dHTAYDDA6/WyW9zR0RFP5C0WC7tOHh4eYm1tjc0XXn/9df6Z+/v76Ovrw9TUFN/rl6lQAIRi4YWDxletD5zP5+NxZrVaZe76B8lbaLVUJb42HYjoYWvNYmhFNBrF06dPMTExwYc/Ei1tbm5CrVZjamoKWq0Wd+/e5YXCZrNxhwQAu77QIYLGguRXHw6H8ejRIw5HksvlODo64q54Pp/H3t4egsEgFwG0YKnVahbM5vN55idTiA+NpUmo1WqlShskAFy9epWDfAYHB9HZ2QmLxYKRkRGYTCbYbDbuPDYaDdjtdsjlcr42SpQmfiTwN5xQg8HAEwuaGtC9JhtJcqohC87e3l5Og3Y6nRwGk0wmmcoAgH3grVYrbDYbDAYDRkZGoFQq+ec9fvwYkUiEedUUHNTb24uLFy+yow0VZzKZDPPz8yzydLvdMJlM/P1Tpzafz7M/NlFajo6O2I5uenoaQ0NDKJVKbIdKmxYJYM+dO8fjYXKAuHr1KlNEqCglDmcsFmMLTzqIHR0dsX3j48ePsbOzg4mJCUxNTXFiOKU7j4yM4PLly8hms5ibm+OCBgCLCHU6HWuFqOiwWCy4evUqrFbrO3RAJGAl+0CyHyVQMJLX62W6CtF+Go0GF+3d3d3weDy4cuUK26R2dXWxLoLcb0j0eOHCBRaIe71eft+J0358fIyhoSHYbDaUSiUMDQ2hp6cHExMT2NraYg4vdbOtVitSqRTbZALg7751PaFNaXR0lAs3cuUolUrsPEXPNB0ISAtDBzSVSsX8/bW1NdTrdUgkEtYXkE6IggzJ7tlut/PUjtyEyCGEOrxE/6Ok4FKpxJMmk8nEwVtbW1v8bBONgALhpFIpJ/7q9XouOloP3pRnQ2m/Ozs76OjoQHd3N6xWKy5evMji6VAohL29PYjFYjgcDqY+3b9/H36/n1OeafpZLBa5URQOhxEKhThLxufz8YGVpnokeiWXLHK5o2YOHQ5JgEmdTnLoGR0d5UBJlUqFZrOJlZUVdHV1YWZmht1+6KBKf4aSlmmCrdFoMDU1xU0OcgQi+hjZUxNFNhaLcTHtdDo5l2ZjYwPLy8t4/fXXT1BkU6kUZ9/Mzs5ysU+id6PRiOvXr6OzsxOJRAKHh4fY29vD7u4uDg8PmfJDTnODg4P49V//daZA9fT0cPFHhUuhUOA1amhoCJ/97Gdx+/ZtyOXydxSQtDcdHh5ywTk1NXWCCruzs8OZHC6Xiw/f1IARi8W8j1FKNOXGRCIRLhrJcrNarbLN6uPHj9n8gzIHiPpDekhqBD548ACxWAzhcJjF40Qlo+e8NdCVippWVkIsFsPKygosFgu+9KUvQaVSsQ6LCkmNRoNSqcS21dlslicoY2NjmJiYYFGuRqNhIXmraQm5KJI+kKi2tC719vbi+PgY1WqVp7MGg4H1bDTN3dvb4yYl/bt0fTs7O+x0WC6XeV+l66JmLu3frcVS65SmdY8nerZOp0MwGGSKst1uRy6Xw9raGucpud1unDt3jmljW1tb3PQilgi5NcZiMXZII+vzl4l+RBCKhRcMiUTCDx7RNYrFIkZHR9nxhFwKPgioGibhIRUL9Xqdw3noZQFOahlOb87EsXY6nQDAI/c7d+5gY2ODJwrEtxwcHOT4duIyEtedQoqoy0yR7eVyGRsbG9z5f/3117G3t4dQKIRAIIAnT56gXq+js7MTHo+HLVStVitGRkZgNpsRDAaRyWSQy+XQ1dXFo2y6Dgodk0ql3CnQ6/X40pe+xGmN5PIgk8m4yKEFjByByLoNAPPRybJRrVZjdHQUAwMDLJJua2vjgz0duNxuN6xWK3fLyLaStCpU8FCHkULYAGBrawuxWIy/h8PDQwSDQQwODvKoORQKYWxsjO9HOp1mShI5mdAU49KlSxCLxdje3obP5+ORPgB897vfRSAQgEKhwMrKCiKRCBqNBovEuru7MTExwWJMygchSoLb7WZ6mNfrZXE6UaJisRj29/dx7do1TE5OIhqNMs1gY2MDLpcLsVgMu7u7CAQCTJ8ZHx/nzpxcLsfly5fhcDgwNTXF9Jh0Oo3r169zJ582D5PJxB3JsbExLqKXl5eRSCQwMDCAnp4ePmyRfSlpYAityee06ZN1sFKp5CRzcisjvn0ikYBEIkFfXx9TmoxGI9sUt24CpMWgvIXJyUkMDw/zVIuoCX6/HzqdDp/5zGdYeLy4uIhSqYQrV66wqJ5SwgHwPQGejekXFhZgMpn4M7U6a5wV9kiJ7slkkukzd+7cYYMAymUgvU44HMbw8DBPxUKhEL73ve/xZqxQKHDz5k1IJBJsb28jmUxCo9FgeXkZADAzM8OURuLM+/1+VCoV5gBHo1EsLCyw6FUmk3Ea9c2bN3nKRqF6EokEZrMZdrsdarUazWaTE3bp8Ed6LPpuiPtOAV49PT0sNqbuOwnTd3d3WX9EXU1KklepVCwA3draguHHwWXJZBJms5lzHSKRCNLpNNrb22G323H16lWeOEYiEf4ugWeHmStXrjCNMpVKIRAI4M033+QpViwW48kiFdNTU1NMkdrb20MgEDhx0He73ZxbkslkmHfd6tjX1tbGU0t6Xru7u3mPaX1faH/a2Nhgmsv09DRTtSjJuVVLR049NJ0wmUzcCFldXeVD4MDAAGtjqElF4Z8ajQYdHR2oVqtcJNJB3mq1MgWYtFFLS0ucpA486xy/9tprbOft9/tPNOJMJhNeffVVFtoTVZS0cLQ+toKulehyCoUCm5ubTKWilGmamPT29mJsbAz7+/tYXl5GKpVCV1cXPve5z6Gnp4ezDYg+Rvqlzc1Nbsy53W7e73p6euB2u9ntj4SytC6R3qr1+6N9iZywZmZmoFar2S6csjZ8Ph8bn0xNTXGgm0ajYVc/Kizj8ThrZOx2Ozum0fSS7g9dF7kVUjZBOBzGgwcPUC6XOZleqVRia2sLRqMR165dQ1tbG9OnaXpCIao0PT5NzT6LsUGUI1r3aV0gq1XKHSEd49bWFjv3GY1Gzm0ixyjK7Njc3OSgS5PJhEQigWQyifX1dX4uiYpcKBSQSCS4+H3ZIBQLLxiUoksuELSJvfLKK9zBeze0dvxaK0xaWClshhY0EgV5PJ4TLwBxSvv6+jgACnj2orR2F4aHh3nxNxqN7AVutVq5W69WqzE0NITj42M8ffoUOzs7yGQyEIvFfEAmfvLly5e5KKKgrPb2dhiNRuj1ely7dg1HR0eQSqWc/vv5z38ebW1tWFtbY9vb4eFh2Gw2VKtVBAIBmM1mTp6kZFnqFptMJnR2dqJSqbDQb2ho6ESEemtnweVy8Ya4tLSEtbU1RKNR7pSToFapVLL3tc1m4+mGyWRizcbpAxcA7nI8evSI3ZkoETgSiWB9fR0Gg4EPGAqFAjMzMycWCRI61mo1WK1WGH6cvFmr1fD06VP4/X64XC4YDAYOOSOveOpwUxgRdfdJhF4qlSCXy6HRaHDp0iUeoS8tLWFnZwc6nQ6XLl3iP1ssFln0S25UyWQSXq+XRXCxWIxpJB6PB6Ojo3yPWjs1FMpDSb9kvUdFCD2jly9fZkcmEqdJJBLo9Xqo1Wqsrq5CqVRifHwc169fh8fj4VArepZWVlZYeF6tVtFsNlnwSd3yfD4PuVzOND36eRqNhm1HOzs7T3REiWZSq9WwubkJiUTCVI9kMsmHQeoQAs90ObSZU7YCCT7feustFmleu3aNHZro725ubrJwjrpYDx48QDKZxMjICNra2rCxsYGJiQkWrdJBiSx+6fsmnO4ytq4xNGEJhUKYn5/nFFgKtGyl39HPV6lUODw8ZB0KBRN99rOfxeTkJNbX1/Ho0SNOca3X64hEIhgZGcHBwQG2trY4e4TS0YkSo9FoYDKZ2BmFzA1a7QppGjE+Pg4ArPshaoNer2fKEHXcgZMTBaJZGo1G7oqHw2Hkcjl+l2iKkslkWJRLgmeFQoGvfOUrfGCnphFZpZJWhjRXtFa05vK0rv2t02S1Ws3dTOI/Exe+ra2NCyWbzcZFMAn9qbNKaxTRxgwGAx+Sn0eNpcKP3qHWQosOYcViEfF4HL29vay1oWkxCenT6TRrR1r/DeAZrcTv9yOdTvN6TgYRpKkLBAKwWq3o7u6GxWLB7u4u5ubmUK/Xsbm5ie3tbf5zRIcBwNab9PO0Wi1Pi+he2Gw2+Hw+NpGgvZW89Fv3bVrPKMTywoULbNHZ+n61FuOk/avX6+jv74fNZsPExAS73jx8+BC9vb0wGAwYGxs7YbtKtBSyVaWAUXq+dnd3EYvF0NPTw9dBU5Dj42OEw2Ge0tF1tU4TWsXqANDZ2YloNIqlpSXWHpI2qLWpQ2v6WeeZYDCIt956C3a7HcPDw7xGUKFC4XGUBq7T6dhRKR6Pc0HbSo9qnSwA4El9PB5HJBI5scdQgZlKpfizvp9OfWtRQecnr9eLhYUFTssmPZnH44FIJMLo6OgJvSjwTPvk8Xj4WaHzQmu6PAC2uRWJRHA4HNywoIbjywZRszWhTMBHAlWXlDr6F3/xF+w7fPHiRV50acxKoi46XNMoPxaLsevG6QqTNhRakClynfQIBOreEiWKNr5SqcS6g9YHvFgsYm1tDU+ePOFQIRLPUkqr2+3G/Pw81tbW+NBE4Wbk6nLjxg12gaGAJ7PZzKKeZrMJp9PJAVTd3d0YHh4G8IyuRT7r7e3tmJ6e5sViYWHhhAiXAp9I/Ht8fMwjYjo0+nw+3Lp1C263G1euXOGuBqWnEo2KuMeUNLm1tcVd3Zs3b/Ji0zqtof8+q7Cj7+l0EjfwbGPc3t7mRGdy0aCuDP1dOsTSJkSLvNVqRa1W43/39KLdOtFKJpPQarVIJpM8mg0EApwsazKZ0NHRgXg8jr6+PvZ3ps1oeXkZd+7c4aRN4q8S5zQYDDLHkxbmer3Omz1ZCMrlctaIkHCu0WicCDm7cuXKmbbCrc97oVBAqVSCUqnE4eEhzGbziU5+6z0g6z6idtAzMz09zQdq+u7S6TQXFi6XC/F4nK2DqYgg2gSFE7W6haXTaZRKJQ7hicfjbCVJ2ha/3w+/38/8ZXK8Ib9yvV6PoaEhXL58+UTRT+8lJVebzWbWlExMTGBmZoatf2UyGRwOB38+6oiRpuP95sa0dtUePXqEpaUlLv4HBgYwNTXF9CPSTqyurvL9kUgk6OnpQVdXF3p7e9nul8wCTCYTuxfpdDqe3pAw32KxsIGAWq3Go0ePONVUKpXi+vXrHJaoUChYbDg4OAij0Qifz8f0SupqUlfw9Lt6ej1tPfid9Y6HQiF8/etfh9frxfHxMa5du4arV6+iUCggGAxiamqKqYWtaKUOtXY7Tx9iWteNUqmE5eVl1tGQMNNkMkGn0/FUxWKxcAYBff8AeEJFAX6jo6MfKjvoveDz+ZjmSu9wLBbDwsICVCoVF/1EW+ns7OT/3tjYYOMElUqFS5cuoauri7+zSqXCLmTlchl2ux0mkwnr6+uca5HP5+H3+1Gr1dgWlsLbWuklVDS0HtrI2cZut3MeUC6X43WTDBxOFzitB9HTe3Qmk+Fk40KhgEajAalUyrqFtbU1bpLEYjH4/X5IJBK43W7IZDIUi0X09vZyYUrXRwfO0+vc0tISpFIpT5ZorSVL0rP2h9NuiURnos9NlEG1Ws36Emq4vdfBm7KEPB4PT4XoZ/h8Pj78ny46yXaanqPnvZu0L8bjcV63z2rEntZqvh/Q+0f6NbJPJgtfiUQCk8mEZDLJ5wxaa6mJS4ngVEg/7xpa15bWdYf2+p/5mZ9hZ6uXAcJk4ScA6goZjUZebMRiMe7evQur1codXqKlmEwmVKtVtikzm83v4E8STnfCent7IZPJsLa2xjQccsRpTQ1eWVnhQqCrqws2m40t+EgAurW1BZFIBABYX1+HSCSC2+3G5OQkHzbIY7xQKJzwvc/lcuzSQ5SWYDDIP59Ghdls9sTYXqFQcHdsYGAAHo+HK+9iscgFgsPhYMeDzc1N7O/vo6uri+0Qz+qO0UJHo/NWFwSi1ezt7UGn0/EGdXx8jO3tbT7AU8AY3fvTzlPPE6C3jqKJc0l2dcStJheNcrnMtnunx6a0wJymyJx1IKGf28qxBJ4JoGu1GpxOJxYXF3H79m22Q6X0a/rZ5CgzNzeHe/fuIZFIYGxsjLtD6XSa+coUlkTXabPZmN8ajUaxtbWFQCCASqXC10bPp8lk4uKa6EvEU239Hok2R93QfD6PeDzOzhE7OzvvKKzpM0xPT6NWq/Fi3Wr7SPeZvhviybZ2Duk7IftgstMlpwqa5tEzTqmwh4eHODg4QHd3N6exBoNBTpE+3RygDb1er3OiNHXS6Fqnp6dZSNnR0QEAzLuPRqNIpVIIBoPo6uriIps43dSpIscz4kWf1R1spUzRZG9jYwPZbJYpdaSfAMBpq5VKBZOTk3A4HAgGg6y1oQMhTSy7urowMTHB30OtVkOz2eQMB7fbzXaZfr+fc1foz5GWqaenhzM7JBIJFwNPnjzB+vo6arUa0ydpoz7rwHD6HSatR6t9dOvvU+FMQWkWi4UtGwuFwnMPUq3vCx00T9Mj6NldWVlhsXQ6nca5c+dgsVh4WmKxWDA7O8t8fFqP6PBBuTxExQLe2cz4MGilbBUKhRMTbqJjtUKtVvO0DgBrHw4PD5luAgDnz5/H+fPneYpBzlF0P2iiS+/v2toaU9Fogkz2nkTLo3eY6Ed02KRnIBgM4t69ewgEApBKpZidneUpRrFYZJ2NyWTiCWTrd9W6Hp+Gz+fD7du32R4zm83iwoULOH/+PE+YJRIJNjY2eO8jt7N6vY5QKISnT5+iXq9zcXlWM4X2zLa2Z+YLzWaTJ6BnFQT0d86iuNB9MhgMGBgYgNvthtPp/EAHbYLRaMTAwACnsdPZgSYW5Gx3+jpa6dJ0AA8Gg6x3oO47Pe/UhGo1y2ht7lAOTuta+l44Tfdua2vD7OwsU2SpQUQFDO1HDx48YBe/1glIq170rO/v9NoC/M2z9bIJnF/IZOHJkye4e/cufuu3fgvJZBI/93M/h//9v/83Hwb+toA+LwllqbtJVpnEPV5eXkYsFmOaBoU9DQwMsBjyeaOz0wt2qVRif95MJsO8d6lUii9+8YsYGBhAKBTiQCca9ZLrDR36lUolZDIZFAoFTzf0ej1ee+013Lhx48RY/datWyyoInGdzWaDSCSCzWbDF7/4RRgMBj70kC882Qo6HA7cvXsXuVwOHo8HGo3mxCiSunY6nQ4+n4//v8lkQq1W4xe1tdNxVqfnrEkAde3ouu7cucObr9VqPVHdtzpH0Gb8vEX4eaC/E4/HMTc3xwtB62icvsf3w1V8t2nGabR2/+k+kdZALpcjk8lAKpW+QxTf+uwSzUKpVGJhYQFHR0fPnQKcfj7j8Tji8TgnSZP7U6tAnULB6OBarVbR3t6OkZERuN1uAODO+vT0NADg/v37vKmbzWZMT0+fEKy2fk8AnvudnfXnqAtJzxFlndA9pwLwrE69z+fDwsICbDYbFAoF87/J/rC169y6GeZyOaZxEUWGOLqUk/C8Z46oQjRB6e3tZSGwTqfjjjMVbnTAa/Vmb/3u6bBM7wsdxCjrwePxnFib6J0i3nnrtIXsYSUSCQfstRaCp99H+vVYLIbl5WUWSNP0NJvNsg3p5cuXce3aNZ44qdVqrKysYHl5GeFwmJOGp6amPpCZBH0vrR3w1ms8zfmmZwb4m4PY6eLr9Pv6busI3ZNAIID19XWkUilcuXKFnzWaDNOkofXfJcHw+vo6MpkMLl++fIJ69FHRmvtDCbfPM+w4/RlTqRQHUZLWTqPRsPCYRK70HNRqNSwtLcHn87H4c2RkBHq9Hn6///9n772DIzuvM++ncw5ooNHoRjcaOQzCYBJmhpwZkqJoSvRKtiVKtmRZ1sourWvXKlllmusgr3c/a23XSha3VLuyy15ZaS1rLVqWbUWSEtNwcsAg50bsRgd0zvH7Y/weNzDAJGI4gedXxZKmZ7pxcfve977nnOc8h4wuhONauVwmiUy1tMPn81FirfpaF1luUVloaWlBIpGgRvzl5WUAwOHDh2Eyma675ot1VjSxF4tFrK+v09RhMVFd9KiJyu+FCxcwMzNDz8S5uTm43W6ayVBTU0OWt9XrzdafJ76HnaRk27Hds/FWn207sXU+lHhebPc8ut5nLC0tUXVFrFmJRGLHAKa6wmU2m68J+m+G6jWp2kBGyHuFmkP0GgjZlLCYF/Iokby6neqGoHo/eS+wK5WFX/mVX6HJyRaLBc8++yw+9KEP4ezZs7vx8fcV1XZ1nZ2dNMio+kHhdDqvcTWKRqPw+XyYmZmhwUFbFwHg37SFImO9srKClZUVxGIxyvIHAgGo1WrMz89jcnKSpqweP34cx44dowFmYvhWtXa7ubkZR48epQW2v78f4XCYBiHV1taS971w3mhubkZ7ezs1UFZ7OafTabzxxhs0wVhsfpqbm7G0tERyGNH0vbq6SvIpp9MJ878OwEmlUpibm6PsqdCKigXuepke4N8WRwAk43A4HGhoaKDpoKLvQkhQxIAq8Zk7ZWWuh3iPyDSIzZfQpYrXRLaiWqu+Hds1pm73u4rFdnJyEjabjR7mJpMJhw4duqYEuvWYhS6/+mEimhGvN1ywOlvS3Nx8zQZDyHhSqRRKpRJJR4R8TFzDi4uLdA2J+QDi5x46dGhHG+LtHno7fWdbv8+tTW7i3LS3t9PrO228CoUCTQPeGkhUn8vq71E0lgpLzLa2NrJ6FM251dnQasRDKB6PY319HXK5nCxERRY0n8+TZnZrv5OoLGz97vV6PUwmEyYnJzE9PQ2dTocnnngC3d3dpH+u/v1FlUucd/H919TUQKfTwev10sZtpyy6CECrv0MxnEkkUuRyOU1FFxOSg8EglpaWEIlEcOjQIbS1tSEajVIzZnt7O82auFlERUZcQ9WZRpvNRiYO4prL5XJk41pfX08WxOJ32e5+vZl1RKPRYGBggALTagnK1oAGuCr7SafT5OMuBskpFIod14lbRdwLYphh9fNpuzVkayZeXIMSiQQrKytU/TYajVhaWtq0tkejUVy5cgWpVAqHDx8mt7BsNkuThv1+P0ZHR6HT6VBbWwsApPsWch4R2Fbf08DmXhGBMPwQM0qAm6vI+P1+nD9/HqlUiuyQW1tb4XK5tpURi4pRU1MTXC4XJUXEdyumNre1tW2blBE/T/RXiCqXCMq2k9ltrQYJFzpRJbydZ9tWhMug0+kkq9JoNEoubFur0dXnZOuaLax5q2U5iUQC6XR6U88RsDl4EhUuhUKx7XDaGyHWs+rKvag2FwqFTQlJ8bwWiQSxT6lWhQiFwoPArlQWbDYb1tbWqCG2XC5vGtrzdqG1tRWxWAxf/OIXyUFHXGRbbU+rAwChkZuensaVK1fQ0NBAnuvVmRsAlO0Wi9nWDG40GiU3E+HeI7SQDocDJpMJ8/Pz1ExcKBRIeqRQXPXCF97rfX19MBgMtMGtVCro7OxEMpmkpmCZTEYOFKKpdXFxEQaDgYYE/eM//iPS6TSefPJJtLe3UzReHSiJG1BsgqqbgnbKQm6VBW2lOjsBgPTuc3NziEQipCOtr6+ncm71JuF6n3277JTBqc7oig3LdpvEm6ksiA26qJJUb262sl2W6lY17tdD6HelUilUKtUmCc5OPycQCODy5csoFouwWCy3tNm5npb4TnIzla1qblT92E4OU43IookZEBKJBNFoFMvLyyTdEwOzdsqsb7cuif4a8RAUEonqe2O760j0SIkpsOLBGY/HSV60UxZ9q1d/IBDAhQsXUCgUaIKrkBmKvqNwOAyFQkGBltPpJOckMbF9O533jdiaCaw+R6JJuTr4Ftr3y5cvY2NjA21tbZvO961UAsX3LjLwO313W68NUQUV/UBic7aT1Ox22O3M8+joKDKZDPbt20c9ddVru6huCidBYdQgCAaDAIDR0VEolUq4XC6a/Gw0GmmS+3byj91GrKGrq6uYmJigquh2a9v1vt+bfQaInyfspoWcV7hBVa+XO1WDjEYj9foIueKb/W6Hh4fx+uuv4/jx49SYfaO1eGvgu9M6tbWHr/o4PR4PTp06hbq6ulu2pL8VtrsHxM9WqVRkAS3Wujd7z9xrlYVdCRaeffZZrK2t4ZlnnoFMJsNzzz2HUqmEr3/967txjPcNra2tyOVy+H//7/8hEAiQPEIsENVfunioAKDFo7a2FjU1NVSyl0gk2NjYgFKphEqlokmPwuLP7/ejUChQmWx5eZksCkUULpfL0dTUhGKxCL/fj2KxSFm5QCCA7u5uyui3tbVh7969cLlciMVi1CwosuKpVIoG0vj9fmg0GgSDQUxMTMDj8aC3t5dcS0wmE8xmM1mXCjuxrZuO622er7fQ3MxDuFrqAYA8xIUsKBAIoLGx8RrPdfHe6s3crTzwbwdxrELycj2pz8181s0er1jsRJbqehrZ2+F2FvKtjW23cs53a1Nzq8ew3c+92Yfldt/VjR6i25W3RWAm5mfcSJqwVRpyPXnSjQgEApibm0NdXR1CoRBtXKsfnjfLja5fISEBsMkYQJwTkYAQNo63Ejhu16xb/XO3k1HsJKe6Hao/q9oeWFgQiwTTdkYLt3O/3Cy7GYRv/X6B7aWCO/3M6s2jWN9F0Fh9zrYz/riTiOtDJNe2u2+3fr/i9xWVj5vZtIvPENl2jUZDyUNg8z2zk2RJJG2EDEvMb7nRENjrISoLohJ8MxKcGyVFboatZhvbGRncKYSsV0jGqoM0YVJwu1aoD2SwUKlU8Ld/+7f43ve+h0KhgBMnTuCTn/zkPdegcacRX+4bb7xBDU69vb2wWq3kzZvP56HX6yGTyWC1WskZabsHe3VWwOfzIZ1Oo1wuk2f8+fPnEQqFoNPpkMvlYLFYcPnyZczPzyObzZIUQDiNaLVa9PX14ciRI8jlcjhz5gzdYDqdDvv378fAwABt6KVSKfx+P2UtA4EAcrkcTent6+uDQnF1XPvw8DD0ej35QEciEfh8Puh0Ohw/fhwnTpy4pRvmRpu+m314XW8zJh44N1pcxPdwPenPblCdabVYLBQM3qwLxe1wpysLt6JTvVtszVyJTYhwW7nV6sbWz73ew/9615Z4v3C2utHG53ob3Z2Ob7vKwu1ko7feT7u1cd0pCLve/XijTOT1eDMa491GrHGFQgHj4+N3PHN6PXazsrCVGwUFW4OiarvXmpoa+P1+rK6ubtt/daPfaadBp7e7/t3K5ldcx9v1VNzoZ5w9exZ+vx979uyhZuFbfU6KhISYLSGc4t4M1d/ZzVTnd3vduJPP6u32EtudX3EMpVLptpIlggcyWPj5n/95/N3f/d0m55i3I+LL/c53voNvfvObSKfT6O/vx/79+2G1WrG8vIyGhgYAIM3h9bK41Yvj9PQ0RkdHIZPJ0NbWhoGBAfh8PszOziIejyMcDlNzMADylddoNJBKpdQv0N7eDrlcDpPJRNMG1Wo18vk8DZ7aruxd3eS51adauD/4fD7E43EcOHAAcrkcfr8fgUAAJ06cwNGjR3f1IXM7D6/tNgJbFxe9Xr9tQ+KdrixsxePx4MUXX6Rqzm5uEnYzE3o/I64h0agmMtFarRYrKytIJBLXXOt34hhudG3dbBBwL2103yxbv5ut8q63+n68G2wN5B/Ue/Vm13IhXxJOUaI6v92afTNsV1l7s5XVW3ku3W5FaCf53u0cz27fS9Wb5+u5Mm33vusFTjd7Xu/k2rBdILLdce3WMTyQwcLQ0BD+9E//FI8//vhuHNN9i/hyL1++jJGREUSjUUQiEVQqFezZs4dsRYXsZzsP9J3KhtWZPwAkGQiHw6RdjEajWFpagsFgwPLyMg3qUavVOHLkCE6cOLHJwUM03rW1tVHzjvD0Ft3+orSbSqVQKFx1/dg6F0B4wft8PtKle71emEwmmn9Q7QJztx702226th7Pdi5Id4NqT2pRMt4tDfLN6KLfDogHm3C5qK6k3e3N2das525Ue+7EZ94ptn43dyKjfa9zM4mMtxOiP0T0xG1tJr+dz9utysKdrLzcT9zueaieQ7LdM+5WZHB36ru4lb3LbhzDAxksvPe978X3vvc9HD9+fJN27m/+5m/e7EffV2z9cguFq1MKg8EgWlpayD/6elr97TTkW+3pxKbX7XajUCiQLWU2m0U8Hidryrq6OqRSKUQiEXR3d1MTb/VGVEhcAoEAnn/+eczNzcFkMkEul0NcGrW1tWhuboZKpSJbt62Zl+pM4NLSEjKZDJRKJTX93KyE4E5QXaERA7V2ehDci1nL6iaq29GTb4UrC1fZeg/erizgTnAnArqtmdTd7E3ZbXjzde8mMu4md+K62I3PvFvGCg8KN9OjeCtVirv9XezGMTyQwcKVK1dowFSpVEI8HofFYsGJEyfe7EffV4gv98yZM5SVB0Bl9OrMUPXr1RfTzXgoV0fhwWAQHo8HdrudbPPW19fJ4UgqlUIul6O+vh7t7e0AgAsXLmBubo4mXRYKBVy5cgWnT5+mjVJDQwMaGxvh9XqRz+cxNDSEpqYmCmKu59ZzPb3w3diM340AZTe5UdaFuX2qr8fqqtudahS9leO63YBupwfr/VRZYK7lXkxk3MvsVDnYWkGotsy+3WcDB7dvjt08f/fCd8GVhR145pln0Nraio9//OM4cuQIAoEAPvzhD+Pzn//8bhzjfUNrayvK5TK++c1vbpqwLMro1ZmhGw1b2kr1xZdOp3HlyhWy6woGg0gmk1hZWcGBAwdgtVoxOjqKH/3oR4jH46ivr4fNZsOePXsgl8sxMjICvV6P/fv306yFubk5KBQKNDQ0wOFwoLW1FW63myZt3s+bCn7IMjtxvweS23EvZNYY5m6zU0/C1t6E6rka/Gxg7hXutWBhV4ayff3rX8f6+jq+8IUvYGBgAF/+8pdht9vfdsECcDWTv9MQp+pBX7e6aa12FlhaWsL58+fR3t5OQYiYHiiRSKgpViqVIhQKQa/XI5PJ4NSpU1AoFJRViUaj8Hg8iMViUCqVsFgsUKlUKJfL8Pl8VF2431EoFDd0eeDs/dsTMWhK/P8Hga0DCm+lIZJhHhSqB8HtVFkQA7w4qGaY63NbwYKwFxT09PTgN37jN/DCCy/g1KlTGBsbo9Hmb0d22phGIhF4PB50dXXdUqa7UCggFovRsDWbzYZDhw4hl8shHA5Dr9fDbDYjm83i0qVLqFQq6O/vR29vLzUxm81mjI6OolKpoLu7GwaDATKZDHa7HTabDWq1GhqNBmtra6hUKlhZWYFKpUKhUHhbaNrFVMzd6gtg7g9uJpC83xAVS9GnEwwG4fV6acLyvdijwDC7jUJx7TRehmFuj9sKFt71rnchl8vh+PHjOH78OP7v//2/OHfuHD7zmc/A4XDg5MmT+Pa3v73bx3rfk0ql4PP5IJfLIZVKkU6n0dHRQUPBdtK5JZNJTE1NYXJyEjqdDk888QSOHj26SWvtdrsxOjqKS5cu0RA2AJQ1ValUMBqNiMViyGazCIfDmyY6ut1uOBwORKNRhEIheL1eeL1epFIpPPTQQw/8xlkEYKKy8KBkmZm3J8lkEnNzc3QPd3Z2oqenBzab7W4fGsMwDHOfcVvBwv79+/Hcc88hnU7jf/7P/4lSqYTe3l4KHk6cOAG73b7bx3rf43Q60dvbS5ampVIJ6+vr5OO+0xATUU5taGigKkOxWKRyajAYhNlsxt69e1FbWwun0wmZTHaNFaTYCGu1WrhcrmsaqGtqamA2m5FOp+FyuRAMBtHc3Py22DhrtVp0dnbe7cNgmF1ByKscDscNHcAYhmEY5nrcVoOzzWbDr//6r+O///f/jnQ6jddffx1//ud/jpdeeglSqRSVSgUtLS04fvw4PvCBD+Cpp566E8d+z9Ha2opSqYTz589vGuhV7WoCAGNjY1AoFHA6nbRJv15lQVAoFDA8PIyTJ0+S05Ber0c+n4fNZoPb7aYN7+rqKkKhEObm5lAul3e0Yd2J6mMRkx63m/3AjioMwzAMwzC7xwPR4FwoFHDgwAEAVzOyTz75JB5//HE8/PDD+PCHP4zBwUGcOnUKZ86cwerq6q4e8L1OsVjE/Pw8ad6TySRGR0fJL72vrw8tLS3Q6XTb9gKI2QxinH31v0kmk0gkEpBKpVAqlejo6IDL5aKBbJcuXYJWq4VCocD58+ehVqtRV1cHqVRKx5bJZCCVShGPx6/r/lCte15aWsLk5OQ1QYdwlGAdNMMwDMMwzIPJbQULTz31FL75zW/ife973799kFyOT37yk/izP/szjI2N4ZFHHtm1g7yfkMvlNKUZ2OzIYDabqYKg1WppIqWY5KzT6bC0tASv14twOAy3201zEIRXtM1mg8vl2uQRHY1GUalUoNVqSaKk0+lgMpkQj8fh9/uhVCqp4VGr1aJcLsNoNF63uiB0z7lcDj09PTCbzTs6SjAMwzAMwzAPHrcVLPzZn/0ZDh48iM985jP44z/+YxoAtrKyguXl5V09wPsNmUx2XXcVkc3X6/VYXV3F6dOnSe5z9OhRtLe3w2q1IhQKkaOUqExYLBY0NjbSjAbxX3t7O9xuN6LRKMbGxrCysgKZTIbOzk60t7ejvb0dSqUSqVQKmUwGiUSChrcFg8EdZUTVtpJsJcowDMMwDPP247aCBafTiRdffBE/93M/h29961t45JFHkEgk8N3vfhfvfve7d/sY72uEDMnj8aCmpgb9/f2wWq0AQIPSQqEQ6urqaNOuUCiQz+dhNBq39YoOBoMoFotoampCTU0NyZ2Aq5t6vV6Puro66PV6tLS0bAoExKCamZkZLC4uXldG9CDaSjIMwzAMwzA3z5ua4JxOp/HXf/3XePHFF5FIJHDgwAF85jOfgcVi2c1jvG8QDSnT09ObbE3X1tZw6dIlhMNhAEBjYyOOHDmC+vr6bZuad2p0Xltbw+nTp2EymeB2uyGRSLC+vo5sNotEIgGXy4VCoYBcLofGxkYUCoVrnJWqG665QZlhGIZhGObe4oFocBZotVp86lOfwqc+9andOp4HAqH1l0gk6O7uhlwuRzQahdfrRSaTQTAYhM/ng9VqRXt7O8rlMhKJBGKxGJqamiCTyaBUKuH1ejc1OadSKSSTSTQ2NiKdTuPll1/GzMwMDAYDTCYTCoUC9Ho95HI5dDodtFotVCoVAoEA0uk0UqkUvd7Z2cmyIoZhGIZhGOa6vKlggdmeaq2/Xq+HSqVCe3s7EokE1Go11tfXcfLkSahUKhw5cgSlUglLS0sIh8Po7e2Fw+GAVqtFPp9HY2Mj9uzZA5vNBqVSiba2NpRKJczPzyOTyaCtrQ179+6F1WqlBmoxvl6hUCASidBwpnA4TH0PPKGYYRiGYRiGuREcLLwFaLVaHD16FC6XCxKJBIuLizh79iykUin27duHQCCAcrkMAGhoaMC+fftQV1eHaDSKQCCAubk5FAoFmqy8trYGlUqF7u5uDAwMwO12X1MlSKfTGB8fRyAQgFQqhcvlQnt7O8xmM08oZhiGYRiGYW4KDhbuAFtlSDU1NZsmBDc3N2Pv3r0ArlYexOTm+fl51NTUkGxpY2MDy8vL5J5UKpVgNBoxNzeHpaUlZLNZ0rUBm3sd/H4/Xn75ZSwuLqKurg4dHR3o7++HVqtlZyOGYRiGYRjmpnhTDc7MZrZrcN5pY761iVlMSZ6cnMT09DQSiQTK5TKUSiXk8qsxXT6fh1qthk6nI8cjMSCvsbERkUgEXq8XDocDKpUKMzMzCIfDkEgkSCQSkMlksFgsLEFiGIZhGIa5R3mgGpyZaykWiygUCje0HBXVBOFWpFAo4HQ6oVQqYbVasby8jImJCXi9XigUCuh0Omg0GhQKBSiVSrjdbmg0GkxPTyOVSgG4WqVwOBwUgAwODgK4GphEIhEUCgWqUjAMwzAMwzDMjeBgYZfJ5/Pw+/00t0Bs1IHNVQaxsZdKpfB4PLDZbNBqtWhsbIRWq0UikSCHo9raWgCAw+GA1WqF0+mE0WiESqVCXV0dTVAWgcDWn8fzEhiGYRiGYZjbgYOFXUahUEAikSAQCEClUsHj8SAcDkOj0WyS/4iN/fj4OBYWFrBv3z4KMPR6PZxOJ8bGxrC8vAyv14tsNouWlhYcO3YMtbW1qKmpQSwWw/r6OrxeL2KxGEqlEqxWKzY2NmAwGNDf389yI4ZhGIZhGOa2eWCChVwuh//yX/4LvvGNbyASiWBgYACf/exn8cQTT9zwvWtra/j0pz+NF154AeVyGY899hiee+65Tc3DN4tEIsHKygrkcjk0Gg3m5+fR1NQEt9t9jfwnmUwik8mgrq6OBtmJSoROp8M73/lOtLW1Qa1WI5FIwG63w+l00ud4PB786Ec/Qjweh8/ng0QiwUMPPYTW1lY0NDSw3IhhGIZhGIZ5UzwwwcLHPvYxPP/88/it3/otdHR04Ktf/SqeeuopvPzyyzh27NiO70smk3jssccQi8Xw+7//+1AoFHjuuefwyCOPYHh4mCRAN0u5XIbNZoPZbIZKpYLJZILFYiFrVEGhUEA6nUahUMD6+jqSySTS6TSkUikAoK6uDv39/dizZw+9J51Ow+PxUB+DUqnEO9/5TiSTSXg8HphMJuzfv58qD+x4xDAMwzAMw7wZHohg4dy5c/jWt76Fz33uc3jmmWcAAB/96EfR19eHZ599FqdOndrxvV/60pcwOzuLc+fO4dChQwCAd7/73ejr68Of//mf40/+5E9u6VhkMhmAq1IirVYLk8m0yaVIyIIikQiuXLmCxcVFLC4uIhgMYm1tDTU1NThy5Ai6urquqQysrq7iX/7lX+D1eqHX6+F2u7F//34YDAbY7XbodDrk83nEYjEEg8FN058ZhmEYhmEY5lZ5IIKF559/HjKZDJ/4xCfoNbVajV/7tV/D7//+72NlZQUul2vH9x46dIgCBQDo7u7G448/jr//+7+/5WChUqlgcnISCoWCehBUKhUUCgVCoRCCwSCcTieAq1UInU6H5uZm6HQ6yOVy2Gw2NDU1wWq10ia/UCggEAhgfX0dOp0OBoMBSqUSsVgMIyMjKJVKJGMKh8NQKpXI5/Nwu90YGhrivgWGYRiGYRjmtngggoXLly+js7MTRqNx0+tDQ0MAgOHh4W2DhXK5jJGREXz84x+/5u+GhobwwgsvIJFIwGAw3PSxyGQyDAwMkEMRcLWfQkxfzuVyZJM6NDSEdDqNaDSKRCKBWCyGtrY2+j0KhQIA0PyFYDCIgwcPkoWqsFTN5/PQ6XQAgFQqRcGC2WzmvgWGYRiGYRjmtnkgggWfzwe73X7N6+I1r9e77fvC4TByudwN39vV1bXt+7c2QK+srMBut5MNqkD0LpRKJcRiMSQSCczMzECpVCIYDGJ9fR2RSARyuRy9vb3QarXUl5BOp3Hp0iVUKhW0tbVhz549KJfL18iaGIZhGIZhGGa3eSCChUwmA5VKdc3rarWa/n6n9wG4rfde71hOnz6No0ePUsCQy+UQi8Xg9/sRDocRCoWQz+ehVCqRyWSgUChQU1ODpqYm2Gw2KBQKmM1mLC0tYXV1FXNzc5DJZNBoNFhdXUWhUEAikYDH40FbWxs3NDMMwzAMwzB3hAciWNBoNMjlcte8ns1m6e93eh+A23ovcO0Y7tbWViSTSSwvL6O1tXXT3IT29nY4HI5NMiHxvzqdDlqtdtOGP5/P49y5c8jn8+jp6UE+n0epVML09DRCoRBisRjm5ubQ2tqK7u5u9PT0oKWlhQMGhmEYhmEYZtd4IIIFu92OtbW1a173+XwArk4+3g6LxQKVSkX/7lbeuxMajQZDQ0NQKpXUV3A7E5RtNhsefvhh+vMbb7yBfD5PwYFOp0NLSwsKhQKy2SzW19dhtVpZlsQwDMMwDMPsGg9EsDA4OIiXX34Z8Xh8U5Pz2bNn6e+3QyqVor+/HxcuXLjm786ePYvW1tZbam4GrjY4OxwOLC0tIZVKQafTkczoZrL+YihbOp0GACiVSkSjUTidTsRiMWxsbCASiaCzsxPt7e0AALPZDK1Wy83MDMMwDMMwzK4ivdsHsBs8/fTTKJVK+Ku/+it6LZfL4Stf+QoOHz5MTkjLy8uYmpq65r3nz5/fFDBMT0/jpz/9KT7wgQ/c1vHo9XqYTCb4/X6MjY1hfn4eyWTyhu8rFArweDw4f/483njjDbzwwgt47bXXcPnyZQQCAUSjUYTDYfh8PoyMjODcuXPw+/0wmUw8T4FhGIZhGIbZdSSVSqVytw9iN/jgBz+If/zHf8SnP/1ptLe342tf+xrOnTuHn/zkJzhx4gQA4NFHH8Wrr76K6l85kUhg3759SCQSeOaZZ6BQKPCFL3wBpVIJw8PDsFqtN30Mwh1pYWGBZiN4vV5kMhm43W44HI7rbugjkQgFBvX19UgkEnA4HNBqtdf0OVTbo3KgwDAMwzAM82BQvZ+8F3ggZEgA8PWvfx1/+Id/iG984xuIRCIYGBjA9773PQoUdsJgMOCVV17Bpz/9aXz2s59FuVzGo48+iueee+6WAoVqIpEITXDe2NjA8vIyMpkMjEbjdXsK9Ho9nE4n5HI52traSFrEgQDDMAzDMAxzN3hgKgv3Aq2trSiXy/j2t78NABRspFKpm64AFAoFJJNJDhIYhmEYhmHehnBl4QFHKpVCoVBgZGQEgUAAHR0d0Ol0iEaj1KAslUqRSqVQLpcBAHK5HDU1NTAajWSlWigUeHYCwzAMwzAMc1fhYOEO0NnZCa1Wi0wmg9nZWSSTScRiMRQKBSwtLaFcLiORSNB8B7lcjtraWhiNRlQqFeh0OjQ2NsLlcqGpqYl7EhiGYRiGYZi7AgcLdwCtVovOzk4EAgHEYjE0NjZCoVBAIpFsW1nIZDJYXV1FLBaDRCKhuQmhUAjxeBxDQ0M8P4FhGIZhGIZ5y+Fg4Q5SU1OD/v7+G/YfCOekaDS6rdsRz09gGIZhGIZh7gYcLNwBxOY/lUrB6XRuChSqA4PqpufGxkY0NjbexaNmGIZhGIZhmM1wsLDLVCoVXLhwAcPDw8hkMujt7UVrays1LqdSKYyNjWFjYwNtbW0kMdpaXahUKnA6ndBqtXf7V2IYhmEYhmHepnCwsMuUSiVcvnwZfr8fGo0Gs7Oz8Pl8yOfzsFgs0Gg0UKvV2LdvH+x2OwqFAtmljo6OYnl5GUqlEgqFAgqFAi0tLXf7V2IYhmEYhmHepnCwsMvIZDI88sgjKBQK0Ol0m/oPdDodBQE1NTWIRCKYmpqC0WgEAOh0OjgcDjQ1NUGtVsNms93l34ZhGIZhGIZ5O8PBwi4jkUjQ29u7498LudHMzAwSiQQmJyeRTqeRSCTQ0NAAnU4Hg8FAFYVCoYBIJIJ0Oo18Ps/SJIZhGIZhGOYtg4OFO0Q6nYbf74fNZtu0ua+WG0mlUiSTSQCASqVCe3s7nE7npopCMpnE3NwcvF4vcrkcS5MYhmEYhmGYtwwOFu4Qfr8fIyMjGBgY2LS51+v16O/vh8vl2mSTulNDs16vR3t7OxwOB/L5PEuTGIZhGIZhmLcMDhbuEDabDQMDA9ds7m/VJlWhUKC+vv5OHCLDMAzDMAzDXBcOFu4QWq32tuRCwhnpRoPcGIZhGIZhGOZOI73bB8BsJplMwuv1Ui+DaHAuFAp3+cgYhmEYhmGYtxscLNxj6PV6OBwO6PV6ANcGDwzDMAzDMAzzVsEypHsMMYNBsDV4YBiGYRiGYZi3Cg4W7lHEPIZUKgWn08n9CwzDMAzDMMxbDgcLd4nqXgRRTagOCMQ8ho2NDZ6twDAMwzAMw9wVOFi4S4hha4lEAkajEd3d3dfIj/r7+5FKpXi2AsMwDMMwDHNX4GDhLiGGrYnKQnVPQvX055udx8AwDMMwDMMwuw0HC3eJnYatFQoFjI+P4/Lly3C73ejq6oJWq71GpsQwDMMwDMMwdxoOFu4xkskkEokECoUCZmdnkUgk0NjYeI1MiWEYhmEYhmHuNBwsvMXcqLFZr9ejr68Pra2tSKVS0Ol00Gq1bJ3KMAzDMAzDvOVwsPAWc6PG5p3kSQzDMAzDMAzzVsPBwlvM9RqbGYZhGIZhGOZegoOFtxiuHDAMwzAMwzD3C9K7fQAMwzAMwzAMw9ybcGXhDiKamQGw9SnDMAzDMAxz38GVhTuIaGaen59HMpm824fDMAzDMAzDMLcEVxbuIKKZWfx/hmEYhmEYhrmf4GDhDiLmKEQiEaytrW2am8CyJIZhGIZhGOZeh4OFO4yQInm9XoTDYVgsFp7IzDAMwzAMw9wXcLBwhxFSJIfDwROZGYZhGIZhmPsKDhbuMDxXgWEYhmEYhrlfYTckhmEYhmEYhmG2hYMFhmEYhmEYhmG25YEIFqLRKD7xiU/AarVCp9Phsccew6VLl27qvR/72McgkUiu+a+7u/sOHzXDMAzDMAzD3Nvc9z0L5XIZP/uzP4srV67gd37nd1BXV4cvfelLePTRR3Hx4kV0dHTc8DNUKhX+z//5P5teM5lMd+qQGYZhGIZhGOa+4L4PFp5//nmcOnUK3/72t/H0008DAD74wQ+is7MTf/RHf4RvfvObN/wMuVyOj3zkI3f6UBmGYRiGYRjmvuK+lyE9//zzsNlseN/73kevWa1WfPCDH8Q//dM/IZfL3dTnlEolxOPxO3WYDMMwDMMwDHPfcd8HC5cvX8b+/fshlW7+VYaGhpBOpzEzM3PDz0in0zAajTCZTLBYLPhP/+k/IZlM3qlDZhiGYRiGYZj7gvtehuTz+XDixIlrXrfb7QAAr9eL/v7+Hd9vt9vx7LPPYv/+/SiXy/jRj36EL33pS7hy5QpeeeUVyOU7n6LW1tZNf/Z4PJDL5de8zjAMwzAMwzA3w8rKynX3n281986R4Gqzcj6fv6l/q1KpIJFIkMlkoFKprvl7tVoNAMhkMtf9nD/90z/d9Odf+qVfQmdnJ/7gD/4Azz//PH7pl37pJo/+KqVS6Zb+PXMtKysrAACXy3WXj+T+h8/l7sDncffgc7k78HncPfhc7g58HnePUql0T+0n76lg4bXXXsNjjz12U/92cnIS3d3d0Gg02/YlZLNZAIBGo7nl4/j0pz+NP/zDP8RLL7103WBhYWFh059FRWHr68ytwedx9+BzuTvwedw9+FzuDnwedw8+l7sDn8fd415TqNxTwUJ3dze+8pWv3NS/FTIju90On893zd+L1xwOxy0fh0ajQW1tLcLh8C2/l2EYhmEYhmEeFO6pYKGhoQEf+9jHbuk9g4ODeP3111Eulzc1OZ89exZarRadnZ23fByJRAKhUAhWq/WW38swDMMwDMMwDwr3vRvS008/Db/fj+985zv0WigUwre//W285z3v2dTPMD8/j/n5efpzNptFIpG45jP/+I//GJVKBe9617vu7MEzDMMwDMMwzD2MpFKpVO72QbwZSqUSjh07hrGxsU0TnJeXl3H+/Hl0dXXRv21ubgYALC4u0v/u27cPH/rQh9Dd3Q0A+PGPf4wf/OAHeNe73oXvf//711iyMgzDMAzDMMzbhfs+WACASCSC3/md38F3v/tdZDIZHDp0CJ///Odx8ODBTf9ua7AQjUbxyU9+EmfOnIHX60WpVEJ7ezt++Zd/Gc888wwUCsVb/JswDMMwDMMwzL3DAxEsMAzDMAzDMAyz+7DGhmEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbeFggWEYhmEYhmGYbXkggoVkMok/+qM/wrve9S5YLBZIJBJ89atfven3R6NRfOITn4DVaoVOp8Njjz2GS5cu3bkDZhiGYRiGYZj7gAciWAiFQvj//r//D5OTk9i7d+8tvbdcLuNnf/Zn8c1vfhO/+Zu/if/xP/4HAoEAHn30UczOzt6hI2YYhmEYhmGYex/53T6A3cBut8Pn86GhoQEXLlzAoUOHbvq9zz//PE6dOoVvf/vbePrppwEAH/zgB9HZ2Yk/+qM/wje/+c07ddgMwzAMwzAMc0/zQFQWVCoVGhoabuu9zz//PGw2G973vvfRa1arFR/84AfxT//0T8jlcrt1mAzDMAzDMAxzX/FABAtvhsuXL2P//v2QSjefiqGhIaTTaczMzNylI2MYhmEYhmGYu8sDIUN6M/h8Ppw4ceKa1+12OwDA6/Wiv79/2/e2trZu+vPi4iJUKhW9l2EYhmEYhmFuBZ/PB5VKhWg0ercPBQAHC8hkMlCpVNe8rlar6e9vlkqlgmKxuGvHxjAMwzAMw7y9uNf2km/7YEGj0Wzbl5DNZunvd2JhYWHTn0WlYevrDMMwDMMwDHMzbFWu3G3e9j0LwklpK+I1h8PxVh8SwzAMwzAMw9wTvO2DhcHBQVy6dAnlcnnT62fPnoVWq0VnZ+ddOjKGYRiGYRiGubu8rYIFn8+HqakpFAoFeu3pp5+G3+/Hd77zHXotFArh29/+Nt7znvds28/AMAzDMAzDMG8HHpiehf/1v/4XotEovF4vAOBf/uVfsLq6CgD45Cc/CZPJhN/7vd/D1772NXg8HjQ3NwO4GiwcOXIE//7f/3tMTEygrq4OX/rSl1AqlfDf/tt/u1u/DsMwDMMwDMPcdR6YYOHzn/88lpaW6M/f+c53qFrwkY98BCaTadv3yWQy/OAHP8Dv/M7v4Itf/CIymQwOHTqEr371q+jq6npLjp1hGIZhGIZh7kUklUqlcrcP4kGB3ZAYhmEYhmGYN8O9tp98W/UsMAzDMAzDMAxz83CwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtnCwwDAMwzAMwzDMtjwwwUIul8N//s//GQ6HAxqNBocPH8aLL754w/f91//6XyGRSK75T61WvwVHzTAMwzAMwzD3LvK7fQC7xcc+9jE8//zz+K3f+i10dHTgq1/9Kp566im8/PLLOHbs2A3f/xd/8RfQ6/X0Z5lMdicPl2EYhmEYhmHueR6IYOHcuXP41re+hc997nN45plnAAAf/ehH0dfXh2effRanTp264Wc8/fTTqKure9PHUiwWkU6nodVq3/RnMQzDMAzDMMzd5IGQIT3//POQyWT4xCc+Qa+p1Wr82q/9Gk6fPo2VlZUbfkalUkE8HkelUnlTx5LP5+H3+9/UZzAMwzAMwzDMvcADESxcvnwZnZ2dMBqNm14fGhoCAAwPD9/wM1pbW2EymWAwGPCRj3zkpjb8ra2tm/5bWVmBUqmEzWa7rd+DYRiGYRiGYe4lHggZks/ng91uv+Z18ZrX693xvTU1NfjN3/xNHD16FCqVCq+//jr+9//+3zh37hwuXLhwTQByI+RyOUuQGIZhGIZhmAeCByJYyGQyUKlU17wuHI0ymcyO7/3Upz616c/vf//7MTQ0hF/+5V/Gl770Jfzu7/7uju9dWFjY9OfW1tZbOWyGYRiGYRiGuad5IGRIGo0GuVzumtez2Sz9/a3w4Q9/GA0NDXjppZd25fgYhmEYhmEY5n7kgQgW7HY7fD7fNa+L1xwOxy1/psvlQjgcvuX3CTckhmEYhmEYhrnfeSCChcHBQczMzCAej296/ezZs/T3t0KlUsHi4iKsVustHwu7ITEMwzAMwzAPCg9EsPD000+jVCrhr/7qr+i1XC6Hr3zlKzh8+DBcLhcAYHl5GVNTU5veGwwGr/m8v/iLv0AwGMS73vWuWz4WdkNiGIZhGIZhHhQeiAbnw4cP4wMf+AB+7/d+D4FAAO3t7fja176GxcVFfPnLX6Z/99GPfhSvvvrqplkKbrcbv/iLv4j+/n6o1WqcPHkS3/rWtzA4OIj/8B/+wy0fy1Y3pEKhgEgkgnQ6jVQqBZ1OB61Wi5qaGigUijf3izMMwzAMwzDMHeSBCBYA4Otf/zr+8A//EN/4xjcQiUQwMDCA733vezhx4sR13/fLv/zLOHXqFP7hH/4B2WwWbrcbzz77LP7gD/7gTVugFgoFeDwezM7OIplMIhaLwWKxoLGxEd3d3aipqXlTn88wDMMwDMMwdxJJ5c2OLGYIYZ0qLFUjkQhGR0eRSCTQ2NgIhULBlQWGYRiGYRhmR7buJ+82D0xl4V4iEAgAAPR6Pbq7uwGAgwOGYRiGYRjmvoODhV2mXC5jbm4OEokE3d3dqK+vv9uHxDAMwzAMwzC3BQcLu4xUKkV7ezuAq5UFhmEYhmEYhrlf4WDhDsDVBIZhGIZhGOZB4IGYs8AwDMMwDMMwzO7DwQLDMAzDMAzDMNvCwQLDMAzDMAzDMNvCwcIdIp1Ow+PxIJ1O3+1DYRiGYRiGYZjbgoOFO4Tf78fIyAj8fj+Aq9OcA4EAAoEACoXCXT46hmEYhmEYhrkxHCzcIWw2G9rb25FOp5FOp5FMJjE3N4f5+Xkkk8m7fXgMwzAMwzAMc0PYOvUOodVqodVqMTIyAq1WC6fTyfMXGIZhGGaXKRQKSCaT0Ov1UCgUd/twGOaBg4OFO4jNZsPAwABsNhsUCgXPX2AYhmGYXSaZTMLr9cLhcKCmpuZuH85NUygUEIlEAAA1NTUc6DD3LBws3EG0Wi1aWlqoXyGdTiMajaJQKEChUECn0yGfz0On00Gr1d7UYiEWF/EZvMAwDMMwb2ekUini8Tiy2Sxqa2tv+nl6txHyZIlEgu7u7vsq0GHeXnCw8BYgFgSv14uVlRWk02lazPL5PIxGIzQaDRwOB3p7e6HVam/4WYlEAkajkRcY5qYQQWY6nUYqlYJSqUSlUoHT6bzu9baVdDqN1dVVSCQS5PN5mM1m1NfXb3oosyTg3uZufD/3Swb1rTo3fI/sHoVCAR6PB8PDw8hms3C5XGhsbLwvno16vf6+kSen02n4/X7YbDZotVq+ht9mcLDwFiAWBIfDAbfbjUgkAqlUCoPBAJVKhWKxiHPnzmF8fByJRAI2mw1KpXLbzZj4LFFZuNcXGObeoDpgDYfDUCqVUCgUUCgUaGlpuanPKBQKmJmZwcjICMrlMvL5PNxuN4aGhjY9lO9XSYDgQX8I3o3v50YZVGE1DQAtLS23FMC+GbZWagEgGAze8XNzv98j9xKRSASRSAR9fX0wGAwwm83QarW39GzcmgS53WTKrXI/yZOFw+PAwABaWlr4Gn6bwcHCHWDrZqN6QdBqtfD7/djY2IBcLkdnZyeKxSIFDXNzc5ibm6NgYetm7HqLy9bs8Xbypje7EbqbWUmWXt061deEyWSC1Wrd9DC02Ww3/VnJZBKFQgE9PT0wm80UzOr1epLaRaNRCkRUKtUd/M3uHA/6Q1Cv18PhcLyliQaR5Ein0/B6vYjFYpvWJr/fjzfeeAPAv8k37wRbr9NgMIhQKASZTAaLxYK2trZdPzdizVSpVEgmk7Q+i3vnXuVeDZrFxl6n09GzUKVSob29HfX19fQdezwe2Gw2lMvlHX8H8TsGg0GcP38emUwGsVgMCoUCJpMJJ06cuO61+GbO0dZM/b2OzWZDT08PJBIJAoHATa0jW/ckW5Of4rtKpVJ3PDBj3hwcLNwBbrTZkEqlyOVyCAaDyGazkMvl2LNnD44cOUJBQnVl4WYfKFuzxxaLhcqxer0ekUgE0WgUmUwGTU1N190I7bQIRiIRzM3N0cL8VnAvSK9uRkZxL0otIpEILl++jGKxCIvF8qbOndjwVV8TIiOcyWQwNTWFjY0N1NfXo7GxEVar9ZrF/17dgFRzNzbTt8vWjdPNnFNRkazeNO8kKbsZqr9TANt+vyLJIeQiMpkMBoMBHR0daGlpgc1mw8MPP0xW00KqudvXSzKZxOjoKJaXl6FUKpHJZFBTU4P+/n5YrVbo9Xokk0lEIpFdu4cjkQjm5+dhNBqxurqKaDSKYrGIhx566J68B8Q5LxQKd7zKcqsb5urqZm1tLRobGxGJRKBQKCCVSrG2tobl5WUsLCygWCxi7969AEBJu60bUvGsViqV9H1LpVLo9Xq6Lq9HMpnE0tIStFotzGbzLV0zWzP1b5Y7vbZqtVpYrVaMjo4ik8lg3759N9wDbN2TbE1+ivtxY2ODkoFKpfK+6Tl5O8HBwh2gUCjQg2crNTU1OHjwIPbs2XNT2nGxGasuj24NJsQNWygU4Ha74XA4kEqlIJFIEIvFsLGxgWAwiNXVVSQSCdTX1yMUCsHr9UIikSCVSqGlpQUymQwqlQq5XO66D4pSqYRoNPqW3cx3W3pVKBSwurqK1dVVyOXyHTfc1VKLtrY2ev1Wz9NuZZwKhQJtBp1OJ6xWK1QqFQKBAADQxuhmjrH6mKr/nd/vx/nz5yGTyaDRaLBv3z7Y7fZtZQDiPMbj8RsGq3cTURUR991uyBF2o6K3XQZOnP+6ujrs27eP/v2Nvs+tm+adJGU3Q3VyBMB1EyU2mw2HDh1CJpPB4uIiZmdnaQ3r7e2Fx+PByMgIFAoFrFbrrm9Y9Xo9uru7odPpIJVKkUqlIJVKkUwmEY/HEYvFIJPJ6N/d7M+80fdbKBQQj8ehVCrR1dUFrVZ7w43o1nVABIa3s5m6lQyu+D6tVuuuBM3XOzd+vx+XLl1CU1MT3G73dX8nsX5ks1n09PRAoVDg4sWLmJychN1uRy6XQygUgt/vh0qlQqVSwczMDHK5HKLRKPR6PR599NFNG3O9Xg+z2YypqSnMz89DLpfj4MGDNzyW6vebTCYsLi7C4/Hc1AZaUO2WuBu8FRVRvV6PhoYGrK+v3/S/FxLs7apper0e/f39iEajiMVimJubg1arvW96Tu4UhUIB5XIZUum9MwpNUqlUKnf7IB4UWltbUSgU8Jd/+ZcYHBxEY2Pjm/5Mj8eDU6dOoVAobAoSpFIpotEorFYrOjs7oVAosLa2RsGCXq+nDIxWq0VtbS0qlQoSiQTkcjmi0Sjm5+cBAKlUCh0dHTAajZDJZMhmsxgaGkJdXd2m0nk0GgVwdTOVyWRgNBqvm03Z7uEGYFtJ0b1cko1EItfNHokHcTAYBADodDpEo1EkEgloNJpNi97WB+d21QixYXqzGSdx3CaTCU6nEwqFApFIBJOTk5BIJGhoaIDP57uhE0ehUMD4+DgWFhawb9++TcckvuNisYhYLAaz2QyZTLZt+X+749mOWCyGmZkZ1NTUwGg0vmVBabVcZHx8HOfPn4dKpYJarcZDDz10w+9i63cJAGtra1hZWUGxWAQA9Pb23lJFTtwXSqWSMnDVx1Kttd7pmtvuGAuFAgqFAiUs3mxl4XpSg53e4/F4sL6+jra2Nvq3UqkUq6urqKmpQTKZhNVqpeDtZgPbGyHugUQigUQiQaYTmUwGEokEjz32GPr6+m7p50QikR03amKTu7GxgdraWjidTgDYVNnZLiD1eDy4dOkSHA4HNBoN1tbWMDk5CZlMBrfbDZfLhWw2i3K5jGAwCJVKRVUSk8l0zfGdPXv2musHuFavfyvufFt/z52q0Tudm3Q6jfHxcSwvL0Mul6OnpwctLS3b/lyxfogqgUqlwszMDNLpNJRKJQAgn8+jvr4esVgMP/nJTxAMBiGXy+F0OnH8+HEcPXqUKlbi/MdiMSwuLqKurg6NjY233DOz9VoWiZIbXf+7XQW4n5vzhWIBAFWkb+c+v5f3EbdCJBLBwMAAZDIZFhcX7/bhAODKwq5TKBSwtraGjo6OXfk8kYnbWlnIZDIYHx+nCoFarUapVEI2m0Umk0FDQ8MmfXkwGEQsFoPFYqFgQSqVQiaToVgsYmpqCgqFAqVSCcDVwMdkMsHr9WJxcZGyFmq1GoODg6hUKpiamoLZbEZ/f/+2GxOR9VSpVJQpALCtpGh1dRWvvfYaWlpaaEEX5/N2F6bd0kPq9Xq43W6qumylOkvrdrths9mwvLwMh8MBo9FI35HQSKdSKbjdbmoSq2781Ov1kEgkqK+vh1Qq3dR4udO52Ol1cdzVr29139DpdPT/d0JIElpbW6/JgikUCpjNZiwtLWF2dhblchkKhQK9vb30d6J/pqam5prj2e74PR4PfvSjH0Gj0eDAgQMYHByk6+tm3JhuF3GNa7VaJBIJ0rCbTKabyv5trSxFo1G8/vrrmJychMlkQk9Pzy0dj5BczMzMoKWlBd3d3bS5WVtbQ319PbRaLTo7O+HxeLCwsACr1Yqmpib6PqsDILHZCoVCJLMQiQbg386tqB5td01t9zAWmzchQ7uRvEbcl4VCAXa7HV6vl4KchoYGKBQKyOVXH00iw10oFG7aYvJGGwZxX4iNuqhaFotFVCoV9Pb2XrPZvhHXk64J+YvIqoqgXawZ4j4fHBxEW1sb9Ho9crkcXX/z8/MYHx9HPp+HRqOBVCpFKBTC6uoqlpeXkc1m4fP5AFxtDtfr9RgcHKRzLb7//v5+pFIp2Gy2TWtjoVDA8PAwMpkMEokEmpqa6Di2fo/Xk1oKSc7WZIA4N+IarP5crVYLh8OBiYkJBAIBFItFSshUS9vW1tao0ieXyxEIBNDX14eDBw+iUCjQfSvem06nodPpEIvFkEgkIJPJIJfLceHCBbjdbmg0Gjr/IoDbu3fvpu/9Zp89wiTCarUinU5jcnLyGpludeIMuNpEL9aJW61eiedQ9XFVfy9vlpuR06bTaQSDQXquCgWEkA+KgE8kJgQ79RyqVCqYTCZa17db02+mejczM7NtUmun33E3+yB3I1CpPi6pVHpPVRZ2LVi4ePEiTp48iU996lMIh8N43/veh7/5m79Ba2vrbv2I+wKVSoWHH34YSqUSgUDgpmcn7LSpFZuB7d6j0Whw5swZ+P1+VCoVtLa2orGxkZqlxc+NxWLweDzI5XIoFovI5/MIhUKw2Wy0MdBqteju7oZGo0GlUoHD4cDc3BwtGl1dXejq6qIMXCgUwtraGrq6uuD1eqFSqa65QWw2GwYHBxGPx1GpVFAqlVAul+F2uwGA9KEzMzMIBALw+/30wOjq6oJCoUA0GoXf74fT6YTT6UQkErnpzX+1HvJWXH+2IhYTkf1QKBTo7Oykny8kCyaTCQ6HA2azGSaTCUqlEktLS5sciDKZDDQaDVQqFUnVxGYlFArh3LlzSKVS1BwsMuvA1WzD9PQ0DAYDTQVXKBQ7SnvE+R0eHoZer4dMJoPT6YRer4ff74der6ffa21tbVOWWUjYrFYrNBrNjmV5sUHO5XKbGp91Oh0UCgW8Xi8mJydhs9k2SVyqM3sAkMlk6KHd0tKCgYEBeL1e6PX6TRuw1dVVvPzyy5DL5SiVSrctndmKePiJzYaQbm29zq73IK0OxABgfX0dZrMZjz32GBoaGtDQ0EC9AtUWtjsFPSJIq62tRTKZhNvtRqVSwalTp2A2m9HR0UHn2WKxoKuriyoYHo8HSqUSqVQKXq8XhUIBi4uLlN12u91YXFzc1CQqJCGiyVfIf1QqFQVoy8vL8Pv96OjooAB6dXUVhUIBbW1t2waU1Ygs++TkJCKRCFwuF/2c2tpaGAwGpNNpLC0tIRgMwu/3w+12Y9++fddYTG5tVhbJlIWFBaytreHYsWO0dm63xkajUdTV1W1K7FTr9W9m3a7evIi+MLE5qt6EiP9ffa309/fD5XIhk8lgfn6eethkMhm0Wi3a2too6BZVlT179kChUCAQCGBxcRFDQ0PQarWUhGhsbESpVMLi4iJdt+L8Vle6RbCytrYGq9UKmUyGSqUCtVqNVCqFV155Bel0GocOHbrmmtwpaBNr1sbGBt1H1edBVBhEAkFsnEWgUy6Xkc1m4fV6sbS0RJvpQqGAV155BWNjY7BYLOjt7UVrayssFgui0SgsFss1yRyTyYTjx49TReXKlSt46aWXkE6n4Xa7ceDAATQ2NlJwWiwWkcvlaB202WwIh8M3lExWXwMqlYrWQnG9iftcSGyUSiWy2SxKpRIGBgaoP0ew3cZVrDmi31Cj0SAUCm0KSLb7Xqorfvl8fttn5nYb8GQyiampKSQSCTQ2NkKhUGyqNm33XBUGBcFgkCoDSqUSL7/8MiKRCPWE5PN5OBwOWCwWWK1WOn6xJoRCIcjlchw9epSej9XHtd3zN51OY2ZmBmtra0in0yiVSggEAlAqlTsmkpLJJMbGxrCwsID6+nocOXLkTfdgVq+f4r693nneDnHuM5nMmzqWO8GuBQu/8iu/gs997nMAAIvFgmeffRYf+tCHcPbs2d36EfcFMpkMDoeDpB5isYtGoztmQW9nUys0vTabDaVSCfF4HIlEAqOjo1AoFFCr1QCulrpDoRBisRhaW1sRDoeRTqdRqVQQj8fhcDjwyCOPULlfHGsgEKBNSCaTQS6XQ7lcxvr6OkKhEGXM4/E4hoeHMTAwQHpN8TnJZJKyCz6fD8FgEOVymSocg4ODuHDhAs6cOUMZdalUitnZWco0JhIJyiYpFApMT0/f9HlSqVRwuVxoaGiAUqncNksvlUoRDodvKhsgbvSFhQUKsAwGA8LhMAqFArRaLYxGI0wmE0wmE/08odfc2m+STqeh1+tRX1+PSCSCU6dO4ezZs1AoFDh48CDMZjO8Xi9CoRDy+Tw1K+t0OqjVasrcx2IxmEwmciXamqV/8cUXAYCkYxaLBeVymb73rZaqmUyGNNzt7e3o7OxEd3f3totc9QZZPOTEpkCr1aJYLMLpdFKmUmSglpaWcObMGWxsbKCnpwf79+9HPB5HMplETU0NnnjiCXg8Hnrois3G6uoqFAoF7HY7dDodVSpu5sG4FVEFnJ2dxeLiIvL5PIaGhihj7/V6kU6nNz2Yqh/KTU1NyOfzdO0oFIpN/UPd3d304Bb3hMfjwezsLJLJJGKxGKRSKRKJBDo7O/HQQw9tCqZED1KhUMDS0hKAf6s0is3/8vIyPex6e3uRTCaxvLyMH//4x5BIJBRopFIpZLNZujaLxSLi8Tjm5+cRi8WQz+cps76yskLri16vx+rqKs6fP49CoYBSqYSGhgZEIhEEAgGo1WrMzMwAAI4ePYre3l7K8AlplLCKrqmpgUwmQyQSgcPhQHt7OywWCxKJBJRKJaLRKMLhMEZHR7G+vo6Ojg4MDQ3RcVRnU2OxGK5cuYL19XWsra3BaDSiVCpBqVQikUhQtnNtbQ0AEI1GceXKFWxsbNC5EoHQ7OwsFhYW0NTUhHK5DL/fD4vFQve3kEVtlcRtNXsIBAI4efIkisUi9Ho95HI5mpubYbVar3GkE9dqPB6ngE1UhiORCDo6OijoEFlaIecsFAqYmpqieyuXy0Gn06FSqSCVSuHUqVOor6+nCsHWikehUCB3NJ/Ph9nZWUQiEcTjcdTV1UEulyORSGB2dpYc1KoreyaTaVvjDbFRr62tpb8T2VZxHuPxOAKBAKampqBUKhGJRKDT6dDX14empiYkk0lcunQJ8XgcPT09qKurQzAYRDqdhtPphN1uR29vL6xWK86cOYPJyUkMDQ3h0KFDdG8CoN85GAyira0N5XIZ4XAYyWQS09PTCIfDeOc734l3vOMd1LtVKBQwOjoKv98Pl8uFUqkEs9l8XVe36p8pqv1WqxUbGxuIxWLw+/30fOnp6YFSqYTf70dNTQ0cDgeWlpaQSCTo87RaLSwWC1WjtFot/YxSqURBzMWLF7G+vo4DBw7Q77o1mK5uLs7lcvSZ1UFzLpe7RiIm+hISiQSmp6cRi8VgNBrJkMDpdG6qUgFX93z9/f2QSqVQqVSQSCRYWlrC2toaJShqa2uxvLyMixcvUgW0ra0NRqMRgUAAmUwGZrMZFosFMzMzWFpaQkdHByWv8vk8CoUCVlZWYDKZ6Pnv9/vxwgsvYHJyElarFQCwtLSEwcFBSiRVJxYkEgl9P2INe7MUCgUolUq6hoeHhzfJqar7gERiAcA1lZdQKITJyUlIpVLcax0CuxYsbGxs4Mknn6Q/v+td78JHP/rR3fr4+4ZcLoeJiQnkcjmYTCYEg0EsLS1hdXV1xyyoyDJV33w3g16vR2dnJ1pbW7GxsQGfz4epqSlotVrodDq6QUdGRhCLxSCXy1EsFlFXV4f+/n4YDAbU1dXB4XDA4/HA4/FgeXkZS0tLiMVicDgcUCqViMfjiMfjiEajJFN68skn0dLSgrW1NUxNTSEcDmNjYwOdnZ3U8BUKhWC322nDc/LkSWxsbGBjYwM6nQ6rq6uYn5+H3+9HW1sbHn30UdhsNvj9fpRKJchkMiiVSjgcDtowiGzpzZyn6ixTMBikTaTIzAlXlnQ6jb6+vmsyGcC15UqhZw2FQhgfH4dOp8PGxgZMJhNltwRbN4+ihDwzM4NTp05BJpOhv7+fNliDg4NIpVK4cOECzp49S9WgTCZD310ul8PevXvR0tJCG5pqaY+QmgBAIpFAuVxGU1MT/H4/pqensbq6CrvdjsOHDyOdTpNNoNFoRF1dHQwGAzweD+rq6qDVaqlvRQQ2YtO73YA3sfG1WCxwOBwklygWi4hEIrRBvnTpEkZGRjA7Owu5XA65XI6GhgZ6D3D1oanVanHq1Cn63dPpNMLhMIxGI5aXl1FTUwOJREJWnJVKha7d48ePX5MV3fp9plIpXL58GT/5yU8Qi8Vos10dbM3MzKBQKMDhcNAiLx7KwWAQp0+fRktLCw4ePIhcLretbTHwbw8F0RjY1dUF4Kq8Ip/Po66ujjZxyWQSPp8Pi4uLcLvd5BsvsrI6nY5kM6JZfWlpiaowIluZyWSQz+fR0tKCffv2wWAwbJoaHwwGMTk5ienpaQpiM5kMFAoFyuUyJQ5EYC8qhJ2dnfD7/bhw4QLi8TgkEgmsViuCwSBV/k6fPo1oNIrl5WUsLy9DJpOhtrYWLS0t6Ojo2NS7IX53scHXarVQqVRYX1+HRCLB4uIiVCoVMpkMurq6SHZ16dIluFwu2vS7XC4YjUakUimk02kEAgFMT0+jWCwim80iHA5Dr9fTvWs2mxEKhXDmzBmMj4/D6XRCKpVCoVDQv21qasLa2hosFgv6+vqukVyWSiXqVYpGowgGg5BKpRSQzc3NYWpqCmq1Gi6XC+3t7cjlcpibm8PExARmZ2epGiBkRkIiMzU1RZIh8ZnRaJQkNm1tbbBarTh//jyWlpaQy+VQqVSgUCjgdrvR2tq6rbtTJBLB+fPnsby8jEqlgrq6Ohw8eBDr6+sIh8Nob29HY2Mj1tfXceHCBZjNZlrDRRLHarVukrdFo1HodLpNm85IJIKZmRn8y7/8CzQaDTY2NqBUKlFbWwuj0Qifz4crV67A5XLBbrdjZWWFqtlmsxmVSgWjo6N0z2o0Gmi1WshkMoTDYczMzJB5R/U9OzIygkAgALlcjoWFBRw9ehR79+6Fw+GA1+vF7OwsyY7S6TQKhQIlHLq7u1FbW4tIJIJwOEz/iU3tdtVE8TMrlQrC4TAZh3R3d9P65nQ6qSlbBEALCwuIxWL02cDV/kFxDsQzRyKRUPUjm81iYWEBY2NjmJ6eRqFQwNDQEJxO5zWZ8a3NxcViEcPDw5SAamlpgcvlov6P6rVRIpHAaDRSxUSlUiEcDmN6ehrr6+vYs2cPgKsVAYvFAo/HQ9VPlUqFV155BdFoFC6XC62trVCr1dBoNFRFr6urQ7lcxuXLl2Gz2SgQaWhogNfrxcmTJ6HVarGwsED3V6FQwJEjR2C325FIJPDiiy9ifX0dmUwGBoOBgqZisUgVfqF6SCaTeOmllzA+Pg6NRoNUKkWV0La2NgpIxXdQndgT/UQ7STOBq4FZNBqF2+2G1+vFyMgI5ufnUVNTg76+Pjr+ubk5mrEVi8UQCoVQqVQQjUaxsbGBVCpFstVisUhyzHuBXTuSX/3VX8Wv/uqv4plnnoFMJsNzzz2Hp556arc+/obkcjn8l//yX/CNb3yDmkM++9nP4oknnrjhe9fW1vDpT38aL7zwAsrlMh577DE899xztyWhSqfT+NGPfgSLxQKXywWbzQa3200P/Z00rbfaDC1Kb8ViEbW1tZDJZCRNUqvV9ODeu3cvVRQikQhyuRw6OzthNBoRDAbh8/mwsrKCsbExrK+vI5vNIhQKIRwO000qNuixWAz79u1DT08PUqkUfD4fpFIp1Go1baD9fj/UajUWFhZIKlIqlbC6ukoZy8HBQWg0GsqwNjc3k+uMXC5HJpPB6uoqamtrYbVa4XQ6SUt6s1acYuMlqiMiE5tOp2G1WhGNRrG0tASdToc9e/ZAp9NRhqVaThAMBjE+Po5cLgeVSoXOzk5ycimVSrBYLGhpaUEqlUIul6PNJoBrspBTU1P0e09MTEChuNojIrLSDocDv/ALvwC73Y7Tp0/j4sWLVM6tra2lLJ/ofVhdXd2UtRS/czqdxpUrV3Dx4kU63zabDe9///uxsbEBm80Gp9OJUChEGatwOAyNRgMACIfDqK+vx759+7C0tISxsTHU1NSgtbWVHlqrq6u0+RdzFVwuF917LS0tCAQCVFES1S2NRkP/XjxEjEYjZmZmEA6HUVdXR2V8kWnyer24cOECrFYrWlpaoNPp4PP5kMvl4PF4sLa2RtdRoVDAxsYGjEYjfY5SqYTNZiO3r+HhYfj9ftTW1pKcIZvNor29HRqNhjZ8ZrMZtbW1lPEWmeZMJkM6+nK5jCtXrlAPTjgcRiAQgEqlQl1d3aaeIavVSn07Qgq2sLCARCKBmZkZrK6uwmw2Y3V1Fevr64jFYpienqYeCq/XC4vFgtbWVpjNZiSTSZIdjo6O0vUhl8vx5JNPwuv1ks2hRCJBS0sLcrkcLly4gHw+j/3795NOOJVKIZPJ0PlaWlrCpUuXEA6HMTQ0hIaGBmSzWcTjceRyOaRSKZRKJZI4iXVnenoacrkcZrMZuVwOtbW1mzaxIvAVVRvgatCVyWRojWxqakI8Hsfk5CTOnj2LZDIJi8UCtVqNbDaLQqEAm82GRx99FE6nE6urq1hYWKB7MRAIYGxsDNFolKb6SqVSSowkk0mSVYXDYQBAW1sbMpkMJicnYTQasb6+DpPJBIPBQFWxUqmE0dFROBwOVCoVCmb8fj/JVQ4fPoyVlRXkcjkYjUYsLS1hamoKoVAIZrMZDz/8MI4dO4a6ujr09fVRQkE494yMjFDfWU1NDUwmExKJBNmE5nI5BAIBHDp0iNaqjo4O1NbWQqfT0RpsMBgAXN3M+f1+cnET2XbRMyIGgDY1NeHQoUPweDyIxWIUvIlqx/T0NLLZLPbs2UMyUlE9nJ6epn6toaGhTUmLixcv4tSpU1Q1Fs+KtrY2jI+Pk5VsMBhEqVTC+vo6gsEgdDodJRiUSiW6u7upGmQwGJBMJjE4OAilUkkbWiFPUSgU2NjYwPj4OObm5mAwGKiKVV9fj2AwSNnsbDZLz55sNkvPm2KxCIlEgrGxMYyMjGB9fZ0qrFuTfWazGS0tLchms4jFYiiXy9DpdDCbzVhZWUEgEIBGo6HsvkgyrK2tQSKRQKlUorm5mTb8Op2Oeklef/11JBIJCibr6+tRV1eH97znPRTkiOurs7OTmveF9Eyr1aK3txdarRYvvfQSFhcX6fk/Pz+PcDhMNtfJZBLnz5+nvii/3w+NRkNOaSKov3z5MslmV1dXSbqmVqshl8uh1+tJrigCnVAohGAwiK6uLtjtdjidTjgcDiQSCQoqXS4XJTQcDgdOnz6N+fl5SKVSNDc3QyqVYmRkBAaDAcFgEFNTU1hdXYVKpcK73/1uPP7447Db7fRsnJ+fRyaTwdLSEsrlMkKhEEKhEJqamtDQ0IDGxkZaRy9cuACj0YhMJkNOj6JSKZFIsGfPHphMpm1t58VzV/TOiIqukNnNz8/D5/OhVCqhUCigpaUFS0tLWFpagkajgVwuh8fjgdfrRX19Pfbv30/BnUjO3gvsmhtSpVLB3/7t3+J73/seCoUCTpw4gU9+8pNvWYPGhz70ITz//PP4rd/6LXR0dOCrX/0qzp8/j5dffhnHjh3b8X3JZBL79+9HLBbDb//2b0OhUOC5555DpVLB8PAwamtrb/oYWltbkcvl8J3vfAcqlYoygltL0IFAAF6vl5qOhbuFyJZvZ6m61VkoGo1idHQUbW1t6OzspI1bKBSCTqeD3+9HMpmkjGShUMDk5CRlScXDrFKpwGq1wufzkX7VarVCrVZTWTYej1Oprrm5Ga2trbh8+TJisRj27t1LGdWZmRmoVCq0trZCq9VS2S8SiUClUpEjk9FoRCwWw9TUFGUtRZnZbDaTJEFsFAcGBtDb27upX0FE+el0GtPT09BoNKirqyP9NwCMjo5Cq9Wiv78fsVgML730EvL5PICrpf1SqQSVSoW9e/duaqgTmbdQKISNjQ3kcjlqIK+pqcHGxgaVqkWGfm1tDU6nExaLhRbrp556Cg6HA6urqxQAaTQakl6Uy2VEIhEKAKobw4aHh3Hy5EkYjUYqv+dyOdTU1GBsbAwbGxsk6xDfYzqd3rTZEPrPoaEhtLe3UzZXBE5nz55FIpGA0+lEKpUitxWJRAKtVov3v//90Gg0OHnyJGQyGerq6pBMJqkkLfSs1VmYVCoFhUIBm82GyclJXLp0CYlEYlOFJBQKYWVlBT09PWQ9qNFoUF9fTxt88V2Gw2HKsgiZl6gGiUrG9PQ0+aobDAbKYgUCAeTzeZhMJnR1dcFkMqGpqQnnz5/HxsYGmpqaUFdXB6lUSg/peDyOxcVFtLe3IxKJIJvN0vUqrsv5+XnU1tZCIpGgvb0dXq8X5XIZfX199HOnp6chkUjgcDjgcrkAgKpuwL85uwgZXywWo3VkYmIC+Xyegme1Wk3yGKPRiMHBQcpE7tmzB/F4HMViEfv37yd5WzabxaVLlzA2NoZEIgGpVIqPfOQjMBgMeOGFFxAIBPDe974XP/MzPwMAJI8yGAxkjRgKhfD6669DoVCgoaEBZrOZssjAVdmRQqFANpuF2+1GMBjE6Ogo2TM3NDTA7XYjkUhQdUEqlVKQIaQ6Qic+NDSE/v5+jIyMkCxMq9WSlr1SqcBsNiMej+PYsWM4cuQIFArFNbMmIpEITp48iddffx0TExMAQJalJpOJ7vna2lpMT0/TtVRXV4f19XXU19dTdjccDmNwcBAymYwSJBaLBUqlEuFwGH19fZQ5FGYB8/PztMFcXl5GIpGge7VSqeDgwYOwWCwYGhpCpVLB+fPnMTY2hkAgQHp/t9sNk8kEuVxO63qhUKC+ArvdjoaGBthsNkoaCGleLBaj/xVrZENDA3Q6HYrFIq5cuYJkMomWlhY0NzdTRrNSqZDu3mKx0MZLyEoqlQp6enqoyrC1YTeRSMBkMqGhoQEqlQoXL17E6dOnKeseiUSQyWRoHQ0Gg7Db7fSMrVQqJHmtXt9UKhWOHj2Kjo4OFItF2pyZzWa4XC5IJBJoNBpK7gjXJ7FO1NTUoL6+HkqlknqTREBis9koWFYqlTCbzWhsbITP56M/iwBWBAHimS7kduFwmDaZonIvKuJKpZICU7HOjo2NUcU3k8kgnU4jkUhQ8kSsE+l0GqdPn8aZM2eQyWRgsVig0WhQLBapWgwA2WyWglohZY1EItTD+Nhjj8Fms+HixYtYXFwkaZrY3AOgCoYwM4nH41hfX4dOp0Mul0N7ezseeugh6HQ6eDweSKVSLC0tYXJyEj6fD3a7nWSXomqZyWTo36+vr2N+fp6uj9bWVmQyGfj9frrPbTYbUqkUSRxfe+01eL1eyGQy7Nmzh6RhYl0WFsc2mw0NDQ2ora3Fvn37sLCwgEuXLlG1RBiz7N+/n9bzdDoNiUSCZDIJnU4HmUwGq9VKzn4ulwtyuRyVSgULCwv0c1paWmj/ISoxQtFRKpUouBXyVHGdC+OIPXv2wGq1YnFxEUqlErlcDufOnYPP54NcLofBYMD+/ftRqVTwsY99jBI39wK7Vln4hV/4Bfzd3/0dPvKRj+zWR940586dw7e+9S187nOfwzPPPAMA+OhHP4q+vj48++yzOHXq1I7v/dKXvoTZ2VmcO3cOhw4dAgC8+93vRl9fH/78z/8cf/Inf3JLxyKyzzs1skQiEZw+fRoTExNYWFggW8SBgQEaIBMOh8kho6+vDxaLhcr+BoMB9fX1qK+vR3d3N+n2gsEgNjY2qOQciUQgkUgwMTEBn89Hm4+hoSGSh+zbtw82m41kDaFQCFarlcqPgUAADQ0N8Hg8qFQqkMlkJJGQSCTQ6/VYXFyk0q5omvV6vTh48CCi0SjJXo4fP45KpYLvfOc7tIC3tbXB7Xbj0KFDJDlaWlrClStXqKwttNRiY5XNZvHOd74TOp0OY2NjMJlMOH36NMbGxihLNzg4iP7+fgqISqUSpqenKZsmMt0HDhxAe3s7BXPiASD+3u/3UybB5XKRbtnn89ECKbL4Go2GNhjj4+PUH3Do0CFcuHCBAkKDwQCz2Qyr1Yr5+XnK0oheh7W1NTQ2NqKzs5PKxwaDAZcvX0YoFMLRo0exZ88eyuh4PB688cYbCIfDKJfL8Hg80Ol0MBqNcLvd6Orqgs1mu0YOdfHiRZw5cwYGg4Ee+MJzXKfTIZPJYGxsDG1tbRQolkol9Pb2UmVANKhV9ykUCgVcvHgRlUoF09PTWFlZoSZbMTFaLpeTE1a5XIbP58PMzAxkMhlVBbq7u+mhJpPJMDg4iEQigfn5eaRSKcTjcYTDYdTU1KCuro6qZ0J6ce7cOSwuLqKnpwcDAwNQKBTkAlapVNDY2AipVIp//ud/xvr6OmpqauByuSiIFJnzYrEIj8eD8fFxOBwODA0NwWQyYW5uDgsLC+jq6sLjjz+OlZUV+vdqtZoC5JmZGUQiEcjlcmSzWcoWGQwGqFQqGI1GdHR0IBwOk83qxsYG9V6Ipvm6ujp6QK2urlK2UjTCaTQavPTSS/D5fLBarVhYWMDCwgK0Wi31JIh+F5VKhYGBAeTzebzyyitUCtfpdGhoaCB9uXDemZubw/z8PKxWK3Q6HUwmE9RqNVZXV8lRS+jm9+zZA5/PR8GfSD4I62Xh1FYul5HL5SCTyXDw4EGk02kYjUZat3p6esgNREgfxD3t8XioYij6SaxWK2W6a2pq6JiETnx4eBhvvPEG9Ho9XC4X6urq6Dqw2WwkWTx48CDJO9944w3Mzs7iJz/5CRlItLW1kfbd6XRiYGAARqORkidCMhcIBLC6ukoNl4lEgpyfTp8+DZVKBb/fj/7+ftJxi6Z6kbkXiYqmpiYYDAZMT09jYmIC9fX1VME1GAwkIxEBBXDVfrK1tZWaLmtqakhiJjb5CoUCiUQCfr8fFy9eRCwWI3ljMBikarNUKqUKp/jdRYBWKBTQ2dmJjY0NnDlzBsFgkI5/amqK+lNEhVk8c5aXl6FWq6lKaLFYcOLECQCAXC7HyMgIyeVcLheOHTuGfD6P06dPY3x8HAaDAV1dXchkMmhpacHCwgJ++tOfUoVOo9FgcHAQra2tCAQCCAQCkEgkqKmpIRmKkIvIZDJKugk5rUQiIVMPAFheXsbi4iJVcuVyORYXF7G6ugqn00mVN/HMHxsbg9frpcrX6dOnyX0wlUpRhfXxxx+nvoGJiQnMzc3hyJEjaGxsJGvfY8eOUVb60qVLtIYsLS3Rc0Or1SKXyyESicDpdKK5uRn9/f2UZFpcXMTAwAAOHDhASZ2NjQ2qjokqZU9PD3Q6HX2/Ynjs/Pw8NjY20NbWRlUrIR+bmZmhvq1kMknVC4Xi6hyMqakptLe348knn0Qmk6Fn5PLyMlWwjh07hlwuR7KjxsZGPPzwwwgGg5DJZDCZTNRrIZJsGo0Ge/bsQbFYxOnTp6HT6UiymM1mMTk5iWg0CqPRiM7OTmSzWbIgTqfTaG5uhsFgQGdnJyVH8/k8NjY2MD09DZVKRQk0kWyoVCqUOBL7qtnZWSwtLeHQoUM060as1SsrK5BIJEin02SBqlQqsbi4iPr6empYb2hooPUxFApRokAmk93S/vNOsmvBgtfrxalTp/D444/v1kfeNM8//zxkMhk+8YlP0GtqtRq/9mu/ht///d/HysoKZfe2e++hQ4coUACA7u5uPP744/j7v//7Ww4WyuXypoahrZr3QqEAi8WC48eP4+DBg9dUFkQDqNC3nTt3DvF4nDYGwsNfWHSJDfn8/DxNRRUNU93d3Th06BBSqRTW19chl8vx8MMPb8rYSiQSsqQTDwkAVOZbWVmh7JjQMqpUKpLGiGy3zWZDpVKhC7+/vx8nT54kzaAYjiM2GqK0LErpYiMvMljFYhGXL18mvaEIoJxOJ86fP0+bTJ1Oh9HRUYyOjqJSqZDuUa/XIxaLoVQqIZPJYHl5mSL7YrFI5WtRzakOJITsqFKpkIvQ2toaVCoV8vk86acvXryI0dFRyjyIqkS5XKYm91gsRmXzs2fPor6+HrW1tZDL5VhfXyfJUjweh1QqxejoKBYXF/HEE0+QfEVsWPL5PBobG3H06FGSTel0OjQ1NVHGtLa2Fu3t7WTJV6lU4Pf7USwWaUNgt9upUdXlcqGxsRFqtRrhcBjFYpE2Xq+88gp+8pOfUFVFrVaTPAcAbVRFyVQEcx6Ph6orWq0WdrsdVquVMu1CY24wGDA7O4t4PI5QKEQZ5HK5jBdeeAGdnZ1oamrC/Pw8lpeX0dfXh8nJScTjcWoMFwGWqL6IrGuxWCRp0PLyMpXWy+Uy+vv7UVtbiwsXLkClUsFisVBPhNCuarVaHDlyBDqdDjMzM5SBEpIA4OrDUlirTk1Nwe/3Y+/evdT/oVQqsby8TOfnzJkztBZYLBbKiPX29sLv9+PcuXP0UBJZVbExEBKx+fl5RCIR5PN5ZLNZvPbaawgEAkgkElCpVHA4HNi7dy9kMhkGBgZgtVoRCAQQi8UQj8dhsVhw6NAh5HI5jI+PY3h4GNFoFJ2dnXjqqafgdDoxMzOD8+fPw+l04vHHH8fU1BTy+TzJDZaXl+l+aW1tRW1tLSYmJqhCJ66JyclJBAIBHDx4EPv27dvUz9HX10fyLpvNhtnZWYyMjECj0cBkMpFf/erqKvUvib4RjUYDn8+HkydPYnFxES6Xa9N8GeBqn1JHRwfa29uxtLSElZUVZDIZlMtlrK2t4Qc/+AFZOr/zne9EPB5HMBhEc3Mz1tbWUKlUYDAYcPjwYZpjoNVq6Tki5h3kcjksLS1hY2MDwL/Zsopg4/Tp0xQ8CB24TqdDMpnE66+/TuuS6NcxGo1IJBKYmJigTGUsFkNXVxfe8Y53oLe3F9lsFhMTEygWi8hkMtizZw+OHj2KpaUlLC4ukquX6D3R6/Uol8uUlRcGAWq1GhsbG4jH49TIKzK2UqkUCwsLyGQykMlkiEajUKlU0Gg0kEgk1KTs8Xig1WohlUqpYRS4mu0W14yQiSQSCTJPyGazsFgsaG5upmRENpuFXq8nm23Rf1RfX4/l5WVoNBoYDAZqjrVYLJQgiMfjWFlZoZ6mQ4cOYWhoCEqlkqo1QgKl1WopyZHP51FTU4OOjg6oVCqMjY0hFouhrq6OKvanTp3CxYsX6Vknk8ko8w5cbe4VVuXNzc2Yn58nSUk+n0c+n6ekmrg2RVZZr9dTE/yePXuQzWYxMzODV199laYaP/zww5BIJJiZmcG5c+dotlJTUxNtfj0eD1XMhMxFGJ3E43GUSiVK7gjLXSHRE4F3MplEIpFALBaDXq/H0tISkskkJBIJFhYWsL6+DqPRSH2IXV1d6OnpgUajwdLSEtkAl8tlqNVqXL58GadPn8bGxgbNdxLPZblcThl0YWgiqg+lUokCK5fLhQMHDpB8bn19Hfl8flNj+NraGgX7p06dQlNTEzo7O2l/oFaryX64oaGBEqoTExMwmUzI5XIk9SwUChgbG6O5H/F4HMvLy0in0ySpq62thVarRT6fR0dHB9RqNdLpNO2xxDM5Ho9jfHycgkqNRoMXXngBGo0GOp2O+p2EfE+tVqNYLEKn09Fz8F5qct61YKGhoQFPPPEEjh8/vml67d/8zd/s1o/YkcuXL5MOr5qhoSEAwPDw8LbBQrlcxsjICD7+8Y9f83dDQ0N44YUXkEgkKJK+GaRSKS38wr5QaNaE//W+fft2rDx4PB6KMMUxAqDFRGSzX3/9dZw5c4YsSd1uN/bv34+6ujpsbGxQI1SpVML+/fvR2dlJD5C5uTmEw2FMTU0hnU5jfn6eyqLiwSRsWdfX16HRaGC322E0GjE1NUWL5PLyMurq6nDgwAH09vYik8nQZvHVV19FKpUiLeR3v/tdFAoFdHR0wGAwkCwlkUhgbW0Ny8vLGB8fJ/lWR0cHORssLi5ifX0diUQCPp8Pp0+fpoFwkUgECoUCfX190Ol01MCYTCZJf240GqFUKnH48GG43W4kk0kEg0F4vV7E43FotVosLi5SkxFwdUEXG+qOjg4sLCzgxRdfRDAYRKVSweTkJEm9hLRJ2Ix2d3ejqakJIyMjeOONN+ByuWjxED0j4gFssViQy+WQSCSQTCbR3d2NvXv3UnPkzMwM5ubmSKs/OTmJK1euoKamBufOnUM2m8WxY8dIfiGqEvl8HslkkkrYFy9eRDabxfLyMmW1hfPK3NwcTd8VMjm1Wg2z2Yy1tTWUy2UKas6cOUPWcEajEdFoFBcuXCC52draGmZmZrCysoJyuYyuri4MDg7CbrdjdHSUHGzENSBcSIrFIulaxc9OJBLUjDo7O4vW1laUSiXybRd6a5H5LxaLtPm0Wq1ob2+n8yekfKlUCqFQCFKpFJFIBEajEe3t7bBarQiHw5S1FpIJUZHQ6/UYGxvD6Ogojh07hqamJszNzWF4eBj19fVIJpNoamoiGZkIis+dO4cLFy7QfSOCiGAwSFUg8XuKwE4YAHR1ddFDQzhiNTQ0oFKpYGNjg7JWQoJWqVSQz+epQW5wcBBmsxmtra0ol8v48Y9/TE5O6+vrSKVSJClTKpXwer1oaGig/oqamhq0tLTA7XajWCxSz4+QJYnNzOjoKHw+HyYmJqjSIKpTIjPmdrupyiA2s8LxaWVlhdxPCoUCNcCK5kshewmHw9izZw9VApeXlzE9PY2mpib83M/9HGw2G8bHx7G2tgav14tMJkNr1eOPP45MJkO9Rfl8nmSgly9fpubbmZkZjI6OUnCi1+vhdDrR19eHjY0NXLhwAeVymSQq6+vrVNHo7+8nkwQRXApb1kuXLpElcjweR6FQQDabpU1ke3s7TCYTbXjFuiWXyyk5EY/H8dhjj1ECRpzD+vp6mnlz+PBhOq9CiqPX6xEOh9HV1UUVLnGdvvHGG+TI1NjYCIPBALlcTlOPxYasXC6jtrYW8Xgcfr+fsvLLy8v03JNIJCQ5lEgkUKvVqK+vh8vl2pTJF79bbW0t0uk0GTuMj4+TNapCocDk5CTm5uZgMpmgUCjw1FNP4amnnqImb3Ecp06dQjwep9k0ov9LXMPCEVBk59PpNGVtLRYLzGYzxsfHAVytnopkw4ULF5DNZiGXy5FKpZBIJOiZKfpnAGBlZYXmFKVSKZpgLwLJxsZGtLW1IZvN0sRw4ZQzMzODsbExkq0kEglks1mqilebBSiVShiNRuTzeZw5c4ZssJVKJaanp8mlsL+/n9QFc3NzkMvllBQTr4km8lgshtdffx35fB5yuZzkQR0dHdDr9fQ9if4Kp9OJeDyO2dlZyGQy2tgKUwtRWRBrWHNzM5qamqBWq0ndIMwTxNojKqVzc3NYX18nRzYxm0en06G3txcqlQqLi4sIh8NUbRsbG0MymaTPFz0KyWSSLOBF71BTUxNaW1uRSCRw5coV+Hw+6tWq7hMRQZMw55BKpVAqlSRD9fl8pIQQPR/CefDy5cvUXyj2Gevr65S0FAFjbW0tJbuE85iQCtbV1WFsbAyZTObBnLPwx3/8x/jt3/5tACArT4vFslsff12EJGQr4jXxBW0lHA4jl8vd8L2iFLmVrQ3QKysrsNvt5D3+2muvUZNzNBolD+mtHrzV7DSErdp21ePxQK/X48iRI2hoaEAul0NdXR3a29uRTCaxsbGBfD5PzZNCGiWaU4PBIDmzrKysQKvVUtY4lUqRx/nU1BRVDUQ2VUwJTSaTWFhYQCgUQm1tLTo7O6FSqaixTEhSRGa5p6cHFouFtN4ASPc4PT2NTCZDTVWdnZ04cOAATCYTzp49i+HhYWg0GvK/F6VJ8f7Ozk7KJMXjcZw/f550rEJHDYCcc+bm5hAMBhGNRikYEzavInOVTCZRLpcRj8fxyiuvkDaz2tJM+DjX19cjlUrReyKRCE2GzWazUKlU6O3thcFgQCgUwg9/+ENIJBLE43GUy2WUy2Xa3IsmrPX1dcq2er1eHDhwAFarFefOncP8/Dzq6+upmdlqteKRRx6hDPrCwgJZjC4tLVEQd+TIERw9epQy0cBV27lsNotz585BJpPRoCOFQoHm5may9zSZTNjY2MDFixfJDk/4/JfLZeodGB8fJ6mPTCaD3+/HK6+8Qo1cQgtvt9vJTlA8iLVaLSKRCFV+YrEYNjY2EI1GyZlHyNeEnz4AarAU8ivhb97Q0ACNRkOBZX19PSYmJjA+Po5yuUw+6+L7FmVii8WC2dlZ6klob2+nQVAiU3jw4EEolUqMjIzg1VdfRaFQQH9/P+RyOTXaarVaHDx4ENlsFmq1GufPn4fP56PNik6ng0QiwZkzZ6hnQei+hVOV6DGpVCpwuVzo6+vDU/lOPwAAm+ZJREFU6OgoNUuq1Wo88sgjUCiuTnAXm2q9Xk8bD1FBBK4aIywvL5MGemhoCK2trfD5fFhdXcV3v/tdTExMwGg0Unm9qakJMpkML730EgKBALRaLfn9CymSRCLB7OwsLBYLDhw4gIaGBqysrJA8sb29HV1dXThw4ACAqwmey5cvY2FhAYuLi0ilUnRuu7q6KNO5uLgIqVRKxgCJRALd3d3o6OiAXC5HbW0tVCoVpqen8c///M+4dOkSJBIJzaRYXl4myZlcLqcqpdhw19TUQKvVoqOjgxzDxJCw2dlZykZ3dnbSNVBTU4OGhgasrq5SYCVMHXw+H/UEidkXmUwGe/fuRSaToRkQQgqyvLxMTaC1tbWUnTT/6yT0jo4OHDt2DD6fD2NjY7R5WVhYIElYNBolJ5annnoKq6ureP7557GysoKhoSHs27ePHIDcbjd5/icSCayurgIAGhsbUalU6JyJBJHImhoMBmr8npiYoLWus7OT7KeF1ElUYffu3YvOzk7EYjH8wz/8A1XxRHVFVJTW1tZINtbQ0EByQWF+IOSfExMTpNMXzfgejwfBYJBmxoh1xu/346WXXoLL5aLNqQi0RR9MqVRCS0sL9VE1NDTg0KFDMBqNePnll+H1eqmi+dBDD6FUKmF5eZmSIqJSJZFIaJNnMBgoiBByVLEnEL0cImMugkIhrRPzF3p6ekg+JPTuIpjo6upCc3MzxsbGsLq6inPnzkGj0aCpqQk9PT3I5/OYmZkhlyCxfomgPRgMYm5uDnNzc/TcLhaLmJycpKSm2HccOHCADFDEGixeF4Hkyy+/TC5eYsMuqoGi36Ojo4M25uVyeVN1zefzwWg0UiO26C9cWlqiZ4CwchdVD7Gpr6+vx8WLF1EqlUgeZDQa0djYSNeCCELi8ThMJhOdx4GBAczPz6NQKFDPV6VS2eT2pdVqydVK7DvE2iFMI5aXlylQFNfA4uIiYrEY3ddiDpPFYoHBYMDS0hKy2SzN/BBWuWIPMDc3RyqLe4ldCxa+8Y1voLW1FR//+Mdx5MgRBAIBfPjDHyYd4p0kk8ls64Usyps7DbgQr9/Oe3dC3Cziy/Z6vWhpacGRI0eoHF5XVwen03mNi8/W6bTVjaMimyI8hzs7OykAEE1WZ86cIXmKyIo7nU560IrM+cTEBNLpNCYmJhAKhcgVYHl5mTZnxWIRDQ0NaGlpQU1NDWlVRZa1v78fhw4dgs/no+xcbW0tVTnEA1QMYhGLuWiyS6fTVAYV8h+NRkPzIsbHx0lrKgaY2e12WCwWGvQlFuKOjg4cOHCALO+EjrenpwdyuRynT5+mBj6z2UyzJpRKJWQyGXw+HzmONDU1IZ1Ok7bU7/cjFAqRK4IoVfb19eHEiRPk4rK0tESzMlZWVmjwTCaTgcPhoEayYDCI4eFhmEwmNDc300Ikmq2FfKO6oUoEJLlcjlwZhCVfsVikBsSOjg7E43E6DiGjEi5BomwtHEDa2tqQTqexsLBA0ptcLkcSC5HF93g8tKEXGc5IJEKVFaHFFxkem80Gk8lEk1RFP8OBAwfwrne9iywDV1ZWKLtnt9tJQxoOh0nisb6+DpVKhXK5DKlUSpUXkUUSQ/5ENj+bzSIQCJD8Qsj2RBNyb28vGhoaMD8/TxkoYbPocrmomiI2D+KesdvtePLJJ0lra7fboVAo6HoV98/ly5epB0k0VQpHHNGYnsvlYDAYcOjQIXR2diIajZLdscjkzc7OIhQKYWpqipy49u7dS0FVX18fVQDf+973IhqN4mtf+xr8fj/JkVpaWui8zc/PQ6lUoqGhAT09PRS0C6cUYdl46dIlah4VckBxvVTreldWVujBLRobRXZWPDBF8kT0xHi9XrjdboRCIczMzCCfz5NmXq1Wk+wqn89jdHQUs7OzFCjt3bsXVqsVqVQKU1NTNKlY+PKfPHmSqiV1dXWUxEgmk5QVFT0x4h4WG2BRTRINjW63m5ydRDVqenoaAEguV70RqKuro+MWkjGbzYbe3l5qMi6Xy1heXsb58+eRyWTQ2dmJ5uZmuFwu6nPp6upCf38/NWiurKzQBiKRSCAQCGB2dhY2mw1GoxESiYQagjOZDIaHhyGVSpHJZHDu3Dl4vV5aB1ZWVrC4uIijR4+iUqmQ3XU6naYEh5DJiiZQsfkUDfiLi4vw+XzU6OtwONDQ0EBTl8V9LPTvPp+PEjVCeqdWq6kCJpI+er0eqVSK1jTR7C16eMQcDzGwUzT919bWoru7m/qg6uvrsba2BoPBgEqlgrW1Nayvr9MGuKurC319fTQYTDTACpmJSAKJdUWv15PddHNzM5lSCGnOoUOHoNfrqXdELpeTTXo6nUaxWERfXx/27NlD947YCIvnptio1tfXkyugWq2mZ7GYfVEul8kqVyQPxXlIJpPkhvjTn/6UBrYlEgkaZNfU1IQLFy7A6/VifX2d+ny0Wi0effRR7N27FwsLC9RH0tzcDKVSie985zuIRCLkDObz+ahyL649YahQKpWoim6322EwGKj/SBhziOqjCIampqbgdDqhVCqh0WjQ1dUFo9FIzcHCFe4nP/kJjEYj9Z+J4PjDH/4wYrEYzGYzAoEAZmZmkM1mqZ8jl8tBKpXC5XJhcHAQFosF586dw9LS0iazAKvVSvKo9vZ2Ck5EQFxXV4crV66QbbFMJqP9ikhciqG34vwIG1eZTEYBrQhORfVN9K2JeyGdTuOVV16B2+2GRCK5pwKGXQsWvv71r2N9fR1f+MIXMDAwgC9/+cuw2+34/Oc/v1s/YkeELdlWRIQv9L7bvQ/Abb0XAGU2Ba2trbR58/v9GBgYAADaPIkHi/AlXl9fR3d396Yphi+++CJKpRLkcjm0Wi15pYvypdC71dTUoFgsolgsUnPo7OwszGYzjEYjZVPm5+fpRj506BD27t1LmcLZ2VmaMhsIBDA/Pw+HwwGNRoNkMgmbzYZMJkMLWzKZhNVqJf3r8ePH8dJLL+Gf/umfKHsqbOBqamqgVqthMplw6dIl6lcQw2hUKhVVMoTUwO12UyPVxYsX0dfXh8cff5z8vIPBIEZGRrC6ugqfz4dkMkkZmo2NDVy6dIlkFiJjn0wmyW1HlBvVajVaWlrQ3t4OhUJBzdESiYQaU0XjuKg4aDQa0hAGAgGyghQyApH1NplMNHROZHRNJhNWV1fR3d2Nn//5n8f6+jrZ1Qm3kytXrlBmAwBJPkwmE8leFAoF9QssLy8jGAzCYDCQHEZs3IWGOhwOo7a2lh4oP/3pTzcNx5qenqaHdE9PD8kdRBZILpfT9SbcqcQCLDZ54toQnt6dnZ3ksNXU1IRUKkULuND4i0zw+vo6ZmZmqIzb2NiIlpYWCmASiQTi8TjsdjtqamrQ3t6O97znPVhZWcHJkycpeBMOE0KbLzZx5XKZ7BQTiQSGh4cxPz9PGnFRahaNiC0tLejt7aVmNFEpe/XVV6lk/MYbbyCbzZJUoDrQCgQC8Hg8KJfLGB0dpYpMIBCAVColna9YK4aGhpDNZuH3+6HVammC8cbGBiKRCObn50kGKbS02WwW+/fvx7Fjx6hRU6vV0gwE4TcuZggIVxnRi7G0tASz2Ux9K5cuXcLa2hr8fj+Wl5epeU/ISYSBgJCLVZfjZTIZuru7ceDAAbhcLqhUKhruJ5PJ6HsQm3rR+NzT00M6czFfRSaTUWZeXN9CItjS0oJYLEbnxO/3w2634/3vfz+am5upIuFyuUi/HY1GMTAwsEl209/fj/n5eZoCq9fryfpzZmaG9PVmsxnveMc70NXVhUKhgAsXLmB2dhYAYDAYyNFJVBk9Hg9KpRIleYR0SOj8xQBLUZksl8uYn5+HXC7H+9//fvT09MDn89FGzWg0YmFhgSQqY2NjMP/rVHhxf1ssFrqXlpaWaFOyuLiIY8eO4dd//dcxPDyMUChETeMbGxv4h3/4B3R0dKC5uRkmkwkWi4V6grxeL22WhKmEkE4IyZYIPhQKBc3OkEqldL9JJBI89NBDkMlkuHjxIv1ewFXFgc/no2Ahk8nA6XTixIkTSCaT8Hg8OHv2LPx+Pz2ThbZbVKnD4TAN8RPJIrFRF0GykDCKfg9hO3rp0iUsLy+jXC5TD4OQGAFX3fOEZXf1DAmPxwPgqnREnI+GhgZqsO/u7kapVML4+DhisRhtoIXU9OTJk9RTVSqVkMvlyKpaJpMhFApRpVn0DJ05cwaJRIIsXIWDTz6fh1QqxeHDh/Hud78bKpUK3//+9+H1eilIValU1MslqqU2mw3z8/OoVCqUqJqZmcH4+DglaQYGBpDNZikRItYlIXfs7u4mO2wx3VlYxpZKJRiNRhQKVwdIBgIBGt6m0WjINS0Wi5F0TC6X0zNQzEEJBAKIRCIAgH379mHfvn0YGRnB9PQ0DVZ98sknqZotrLZVKhU6Ojqg0WiwsLCA6elpGgZZX1+PtrY2Mo8Qkjq/309VTTHscP/+/di/fz+tB6VSCSaTCfX19ejs7ERDQwNVMuLxOF3j5XIZTqeTbN7FdSeRSLB3715IpVKS2Go0GjITEclBjUYDl8uF2tpajI6OYmlpCfl8fkcFyt1g14KFnp4e/MZv/AZeeOEFnDp1CmNjY6SDvtPY7Xaa1FmNePDsdBwWiwUqlYr+3a28dyfEBkt08G9sbODKlSvYu3cvTR2MRCJUJgT+TScuylfAVY1vd3c3/H4/2XlJJBJq0JmdncXw8DBFrx0dHdRQLVwARJOZ0B4Lb3CDwQCZTEbZGTHASej3hB+82WxGXV0dNBoN3eRSqRRer5d6AkTzdSqVQjAYJG2qyHrYbDYKJET5sL+/nzR9ollalPlFY5XYjImhS5OTk5DL5eTgIL4Xkb2fnp6mG3tlZQVLS0tYWFhApVIhqYFojrJarWRrFwwGyc1C2LKJTKHI3pRKJczNzSGfz6O7uxt1dXXw+/1kuSgqU6LRr6GhAT6fjxrDRZmxpaUFGo0Ge/fuJb290DQGg0GyBz18+DDOnj2Ly5cvo7GxkbKhQn8u/LtFoLe0tASv10uLez6fh8ViIZmCeLiLhsd8Pk/ZSOHG8/DDD5NTl9CkJhIJygL19fVR1l88tMTGUHzX9fX1ZDO6sLBAA6caGxuRyWSoB0O4bvT09JCsSlgFP/LIIyQFq62tJQ376uoqyZiUSiXsdjvpU6empmC328l6saamBgcOHKDhPaFQiB7cKysrmJ+fJxcsg8FAMhrhfS6kGkJyIAJOtVpNLkTr6+sUIAlnplAoRBkjIcUMBoOQy+Xo6urCY489RvbAwkN9eHiYKlwWiwU1NTWkeRVOMOJBKzL0oVAIly5dQnd3NzY2NjA6OgqJREKBgt1ux9LSElKpFNxuN8mdRJ+GqDLW1dVhfn4eo6OjKJVKiMViSKfTlJkXFSVxn6rVanIwEpttYcUsssLCh13cc2tra9BoNNSDNDo6Si5PohI1MDAAu91Ozmfnz5/H6OgorenxeJzkRaLymUgk8OMf/xh79uxBW1sbTamt1vuLh3NjYyOGhoZgt9sRjUYxMzNDkseJiQmSAyoUCnR0dMBms8HlcqG7u5uqoMJHXqyF0WiUBo0J60qz2UxT5zc2NjAyMoLGxkZam9vb26liIa7FiYkJ6olbXl4mo4rOzk5aU8XPEtnGmZkZeDweTE9PkzRTmAeISsy/+3f/Dvv27cNrr72G9fV1qtKJ79dsNlPPiThf+/btI6mWVCqFTqcjOeLIyAgWFhYoaSLcrkRAbzKZyNZYDHL8xV/8RZITiWBAzKkQgZzRaIRCocD8/DwmJyfh8XhQLBapYiyqtmJwZ7lcpj4RcRzxeJyG3B09ehSNjY3k8S82cJFIBIuLi9T/ILK7Yqhbf38/VYc8Hg9leUWFQRiOCOtonU6H8fFxJJNJelYIaUp9fT0l4MbHxxGJRGCz2fDwww/DbDbDYDBgZWWF+pTUajVNKj5z5gwFaTKZjKp+1RtXYb8tmrmffPJJnDx5kizEtVotKpUKnnjiCfT29lLWWgzaFBW2M2fOoFwuI5PJ4MCBA0ilUgiHwzRIUVTaRFJPNP6LhIFIPphMJtjtdhpgKBILwkTFYrFgcXGR1kURGKRSKXI4slqtqKurIzWESCIKYxNRcVlZWcHFixfpOSOctERPmOgvEtXPVCpFsy5Ek7EYQiiSa16vl6ya5XI5zb4QSVOhSBBGLOK11dVVCgoMBgPK5TIWFxdRU1NDsmuXy4WOjg68+OKLSCaTJAlLp9Noa2vDxMQEVV+6u7thNBqpr0smkz0YbkhHjx7FiRMncPz4cRw7dgzf//738eMf/xif+cxn4HA4cPLkSXz729/ezWPdkcHBQbz88suIx+ObmpzPnj1Lf78dUqkU/f39uHDhwjV/d/bsWbS2tt5Sc7NAXCxiCunly5fJHx0AadjEv00mkxgdHcX4+DhlloVLknCHaGxsJPs60RAlbhaxyRTWfNFolC5osWl0u93Ys2cPAoEAvv/975NWXUhcxKIRiURow9rZ2Yn19XXE43Hs2bMHra2t1GgpFvZMJkMVE5VKhZWVFSq79/T04NFHH6V/HwgEYLFYKKsukUgQDAYpKyoaTtva2qDRaBAOhzE2NkbSCjHk6dChQ8hkMpTVUyqV1KAntO1iQbJYLNDr9ZBKpTQBWC6XkzPQ/Pw8OTgJPbxYBMS0VaErNZlM5ELi8/nIEUbYk5pMJrJkvHTpEvWPxONxkigkEglUKhVMTExQxlcszMIqUDwUOjo6yFt6ZGQE4XCYZjlcunSJHpZCQykyUUKyVV9fT30sPp+PrG3FDIMLFy4gEAhAJpNR06YI+ISFqhhMI/pBVldXkUqlqFHUYrFQGXlubo6GkRmNRpJkiYVUaOjFudq3bx8cDgc5kAh3CIVCgUceeYTkIIFAgJrZfvrTn8L8r7M4ampqYLVaqTG6s7OTmv1KpRKOHDkCmUyGbDaLRx55BE6nkzTlQvu9Z88eOJ1Oui/m5uZowy6yiuKYhXuU+F2FfCibzZJOVzyM/H4/9a4Im9lSqQSF4ur0cCGzSafTNDBO6G7F5rR6sm00GkVTUxPa2towPz+PH/zgB4jH42htbSUXEmGnKK5tnU5H00IPHDhA67IYCCgkA9WNwWKYkOidEROaxfUr1kNxzUxNTWF5eRmtra10D3s8HoyMjFAfFADMzMygo6MDsViM+g1EBScYDJLxg5A1iWBENEUK611RhQyFQhgdHcXY2BhaW1upYTMajSKfz1NWUTQNzs/PY319ne5tMf1cNMQXCgVKAIiG56GhISwtLSEcDpMxgnBtETJGsdkDQLawwNVkk5hB0traSq5Mvb295AUvNlvT09NkJZtKpUiCODg4CKfTSX0bYv6CkCkJt6CmpiZIJBLqXRDB+8TEBEZGRqh5u1wuQ6vVUi9UqVQidza73Y5HHnmEJB/C2cxgMOA973kPBgcHyf7T/K+zLqqdkkSDqJjHkU6n0djYSDIr4c7jdrvR09NDMx4mJycxOTlJ+m1xv/b396O/vx86nY56Ofbs2UP2p6IKJao1jY2N1EC8srJC2nW9Xk9DOAuFq5OwRQA4OztLdsKi98/v9yMWi+HAgQPUm5DNZkmaK2SA2WwWNTU1VFERjnPC7MPr9eKFF16gIFsmk1FmW0hLzP869FH0OSwvL6NUKtGzrFgs0kwPg8FAEishi1tYWIBMJsPQ0BAOHDhACgVx34ogXszKePjhh2mzmslkYLPZyHBiZWWFXPpEpU6lUqG+vh6tra1U0RL7JvGcS6VS9F0KCahQPjgcDnR0dJABhVarxTve8Q7E43GcPHkSCwsLZOFbKpUwPz8Pj8eD9vZ2GjIohsuKGTvRaBRTU1NkxxuPxwGA+g+mp6fhdrtpwrdoTjYajWhoaKCKWCqVgkwmQ319Pe1pCoUCBR179uxBQ0MD/a4isBFGK4lEgoJ4Yd8tXCqF/FU4PlYnIUTfSiKRIIepeDyOs2fP4uLFi6irq4Pdbidp0wMhQ3rsscdw8uRJfPGLX0ShUEBvby+OHTuGZDKJhx56CB/84Ad38zivy9NPP43Pf/7z+Ku/+iuas5DL5fCVr3wFhw8fJickoU0UG3Xx3t/93d/FhQsXcPDgQQBXGyZ/+tOf0mfdKuJBJ+zyhHML8G8+99VTdwuFq2Pmhf0acDVL7XQ6qRxb/e+FZnl6ehqzs7PQ6/Wora0lv3nxIBYZMtGUd+HCBbJdFG4fIqMvRqQLPW80GiUv7Pr6enR1dVGprre3l6zdxBTWtbU1WCwWtLe30xyG48ePo7u7mzzYhe5xenoao6OjlB2JRCKkCxQZUjH18fTp00in07Db7ZT1stvtpMkUlmzCTlA0Lj700EMIBoPkJCNsU4GrwZqYKC0anIVGfnFxEZOTk9Bqtejq6qKNk5B2iUBtbW0NxWKRNJaiEVWlUlGDbT6fxxNPPEFZjUwmQ9pLsZiLpkOz2Yzh4WFUKhVcvHgRAPCud72LbOJEBlw0HItJqWLRSqVSFFQK32hhiehyueByufD6668jFApBr9eTdl04Y4mMnqiOuFwuGI1GJJNJ2nCJ4FBs4MSDXAwREtNvheOVmNo8MDBA/SsGgwFDQ0NkPygGwIlKh9gYRqNRktWJbJo4v1arlfp/lEol2tvboVKpMDg4CIVCgVOnTiEcDuMHP/gBPajFJPMnn3wS4XAYP/zhD2lzIBxdxEAzUWZWq9VwuVy0AZ2eniatv9/vh8lkIp292CSJYGx+fp4mqYuZKePj45Spra2tJelbXV0dOXQIJzSRUbLZbGhra6PN+dzcHGXIxCTS1dVVjI2NYW5ubpM9qZivIYLZTCaD+vp6ql76/X5ybxNNmsIuUMi5hBbdYDCQf/vGxgbm5+dRLBYpsy6SDm63G06nE1euXCG9vZjgvr6+TtlSEcTqdDqy+o1Go2SLK6oAImgRgZbQvAvNtFQqxdraGm3ihZ3hwYMHodVqST5z+vRplEoldHR04PDhw3A4HIhGozRHoFgsYmFhgSQ3MpkMr732Gslu7HY7BQ0HDx5EoVDA7OwsmWcId55cLof6+no0NTVBq9WSNaOohtTU1ODQoUN48skn4ff78dprr2FxcZE2XqIZtquri55HInNvsVhoVsmhQ4cQj8cxPz+P+fl5ej4Ui0V4vV689tprNJtFJBDEsMPqZtd0Oo39+/eTpEnYl4oMqqhMiam7QgZ55coVLC4uIh6Pw+VyUXCytraGV199lWZ7yOVyhMNhmmrb1tZGxgMAaL0QP180o1qtVmr0HBoaIrvoSqVCWWshJYrH46itrUU4HEY2m0UoFKJ7NxAIwGQyUVXm7NmzFNSq1Wo89thjlCQRSQnhgPfaa68hGo0il8shHo9Tn0m1S1wgEKBkQHt7O9xuN1WX3G436uvr8fM///O00RWT54UTkahmC0lzS0vLpqy2QqHAvn37UFNTA6fTSc9lk8mE7u5uBINBTExMoFKp0NokpJkiGBXSoEqlgr6+PqpsvvOd74RMJsPIyAglpcRgS1Fdz2QydO0ZDAZqGO7v76fMt9hkb2xsYGFhgYas9ff3bwp2lEolNbmXy2VqPhfSLeE0KJPJsLq6iitXrlDf3s/93M+hUChgYWGB7JqF05+wG62vr0exWCQnpYGBAbjdbgpmGxsbsbq6io2NDRpY2tDQAKVSCYvFQna4QnUBgFwJh4eHaZhguVxGOBymKrdIEAjnL7fbTUHk8vIyrRv19fWUABX3rag0ifkgRqMRLS0taGtre3B6FsT8gXw+j3PnzuG1117DX/zFX+Av//Iv0dvbi5GRkV07yBtx+PBhfOADH8Dv/d7vIRAIoL29HV/72tewuLiIL3/5y/TvPvrRj+LVV1/d5F37H//jf8Rf//Vf42d/9mfxzDPPQKFQ4Atf+AJsNhu5O90OolowOTkJhUKB2dlZenBUz2EQ9loOhwPNzc3X/Uwxs0FsRAcGBmCxWCCVSjE7O0tSjRMnTtDY9NHRUXLhePXVV2kaY2NjI+x2O+LxOPlpi02rmBypUqnwzne+E01NTZicnKQsfXt7OwwGAznbGAwGyoqLYEc09ooGSbfbjb179yKVSlHGS2gHReOb1Wolvd9Pf/pT0sILXalwtBFZTolEQs4jwrlAeGGL5kXzv07kFJUTMbdBWGaK2QlC4iE2fmJwSiKRwOLiItxuN0qlEsLhMMklxObq9ddfpxv90qVLCAaDpGleWFigZmBR+hZOJ0JeJgIu0SBWX19PQaZUKqUHUjwep2Y2s9mMhYUFch4STWxutxu1tbVwOp00XM7n85HV3OzsLJWUxXkR143ZbCanF6GnF9rP119/HXV1dfiZn/kZxGIxBINBJJNJNDc34/Dhw8hkMqSFFza9QuIghtIISZFYmE+fPk0TgcUmet++fbSJF8PaRN+CRCKB2WxGLpfDysoKDQtsbW3FY489BuCqq8u+ffvw6quvknRLWKF2dHRQ46/RaKSBYz/84Q/JMrdYLCIajWJubg52ux0PP/wwZWOFlarYHFUqFWqeBK5ufIRnul6vR19fH9RqNcmGhAOO2OgvLS1hfX2d3JmEw1EsFoNarYbf70c0GoXdbsd73/te5HI5jI6OolwuY+/evdBoNJienqYGZKfTiWKxSC5eoildqVRibW2NvM2VSiUCgQDOnz+PtbU16rUSTdbCulQ8ZMXcCNEYLaaqAqDNtgjoampqsGfPHpq2K6pdwgqwXC7jypUrJCWor68nJxWlUknBhvje1tbWSKctzoe4X4V7j3AeERvEd77zneSII9xNXC4XfD4fpqenaSic2EgLrbcYoCgmm6+urlLALaRYIiGzb98+ktUBIMtbkTnMZDIkFR0ZGUFzczM6OjpINiWMLfbv34/m5mYsLi7iypUriMfj2NjYQF1dHc1JcTgcWFxcxKlTp5DNZuF0OvHkk0+irq4OP/rRjxCLxUh+KYLNy5cvk3+8kO1ptVqyURXnSgyhGx8fp0nLgUAA4XCYJI1COtjd3U1SV4fDgdOnT2N4eBjNzc14+OGH8Y53vAM+n4+cioSszuv1ora2FocPH0Yul0OpVILNZqNBXmKKbzabpR6+qakpvPTSS9QEKhAyzNbWVqpCFotFAMAjjzxCVYfz58/j8uXL5Fa1f/9+2O12mtMi3tvc3IyDBw+ivb0dDz/8MEldxSRj4TgnBpdVP6OEi9H4+DjcbjceeughcoMSjmJirRbZYtGDU1dXh9OnT+PVV1+lcyZ63FZXVyGVSqmH5fTp0wCuJhAdDgcGBwdhs9lgt9vhcrmoL6Gjo4MMFRobGymb//jjj1MFXiSiRJJMuCoKW/JgMEhOPeJ6MRgM6OjoICclMW1ZPAPGxsbIhllUBIrFInK5HGZmZnD8+HHs3bsX0WgUa2tr5DrY09ODYDCIpaUleDweSiaKIZXDw8MAgL6+PnR3d2NychIdHR1UbRXrgs1mI/vrubk5vPHGG9jY2KDkxd69eymoF+uE2A+IdUjMZvjhD3+IlZUVkuul02msrKyQpFEkrITEW1TrxD3d0tJCMkTRDyn2EX19fQgGg7h8+TK8Xi/1Vop+PrvdTn1Qt2qs81bwpnsWlEoljh07hmPHjuEjH/kIHnnkEXzxi1/cjWO7Jb7+9a/jD//wD/GNb3wDkUgEAwMD+N73vndDNyaDwYBXXnkFn/70p/HZz34W5XIZjz76KJ77/9u78/i2qjNv4D9Zm7V4ky3JlrfIe+IsdhI7hCUJWwgTlrbs3aDL0GkpdHnhZabTDlNo01KgtJ22FDpT6FvotECn70yBQoG3oSFAYkNWx473fZEXybYsW5Kl+/6RnlPJlhM7cbwkv+/nw6eNdH11dHR1dZ97znmexx+Xef5Ph8gYlJ6ejq6uLjQ2NsrsQpHFg0TOePHvmYjS8gcPHpRD4GJaUX19PY4dOyZzFKekpGDdunUyJaNGo0FpaanMyZ6QkID4+Hj5o2kwGDAwMCCrBa9evRpWqxXHjx/HoUOHcOjQIblQSNwdEouNxN3KzZs3y4WMYmHY0aNHUV9fD4vFIqe+iAVKiYmJOHToEIqLi+F0OtHb2yvTpYmpOWKeuNhfb28vVq9eLeebGwwGZGZmorW1FaFQSF4k9fX1yYJo2dnZMs2jWCcivpB5eXnIy8vDvn375Px7j8cjF681Nzdj9erVKC8vh1qthsvlgtVqlT9QoghebW0tsrKyYLVaUVtbC6fTieLiYjlULooTZWRkyHULokq2Wq1GY2MjamtrZTq5jRs3yuwLOTk5ck2GmAo1Pj6Offv2yawYWVlZiI+Pl3f9Dx06hLGxMWzbtk0WsDp27BjGxsZwwQUXyM97fHwc+fn5Ml/30NCQDFrLysrkXPPa2loEAgGUlZUhJycHhw4dQl1dHRoaGmR5e7HIzOl0yixdYtRMTLmYmJiQ889Fdiin04n09HRZOVNUzNZoNPJCUdzhFj+kYq6pyCCzfft2qFQq/Nd//ZecWmg0GmVAKT7vUCiE9957DxkZGXJKoEifOTg4KBfHirTD4oI5HA7DarXK6RNut1vOrRXt6unpgcfjkRljRJICm80Gh8MhL5QDgYCcO9ze3i6DPnGsFhQUyLue4jspLlicTic2b94sq4/W1NSgrq4OarUaKSkpuOiii+TQ+NDQEFpbW2UKVLG4PycnR64t6ezslHUoxPxksfg0KSkJGzZskGt2cnJy5GeUlJQk71yKfblcLtmHq1atkotkRTYuUeuhs7NTjuqI6XyHDx/G5OSknEbW2dmJgYEBdHR0yJFQkZZQZLAxmUzo6uqS89nFNEwR3FVVVWF4eBhWq1X+kIs0pWNjY3Jeenp6uqwWrtVq8e6776Kvrw9ZWVmyWnlGRoZcv9TX1yfXOojgftOmTXLU1ePxYO/evXj99ddRW1sr51yLZAOZmZmyJopIe9zU1CQzqJWWlspU0u+8845cTyM+H3Fh4nQ65XoIkb3rwIED8gaOuCmUnJyMuro61NTUyOxJoo7KqlWrUFxcLG/giO+zuLss6tKIkcrIi3ar1YrNmzfLpA+iwva6devkRSUAOe1ITGETI0pinZ4YgfD7/TIrH3DiwljMWW9qasJ7770na+hkZmairKxMLr4NBAIys5RarcbKlStx7NgxWdvIarXKtUxXXHEFBgcHsX//fvm9qq+vR1FREbZs2YKUlBSZHUusSRML7cXNPBEoi99Skfa7p6dHJiwQC4UB4NixY2hra5PrTkpKSuQosdfrlfV+xNSvkZERmRxE3HkXx7z4zent7UV1dbUs0imuIcS5Y9++ffjTn/4k6/MEAgG5kD01NRUGgwGhUAg+nw9+v1+mzo6Li0NqaiqAEzc/xB3x4eFhvP/++3C73SgvL5fJEUZGRqDX66HVamWAk5WVhY6ODllD6fDhw3I6pMjMJaZJDw0NwWazyYx+wWAQycnJsqaUmG4tshDl5+fj+PHjeO+992QgEDnFNzExUWYMTExMRFdXF6qqqjA4OCgrkZvNZqxatQpGoxHNzc1ISEhAamoqkpOTceGFF6KtrQ1ms1kumDcajWhpaZH1WcTayhUrVsi6V11dXXJKrVjDYjQaZa0TUeFdJHQQo8gi7ayYNgxArhMTx9hScdrBgqggHCknJwdf/OIX8W//9m/Ytm3bmbZtTuLj4/HII4/gkUcemXGb3bt3x3w8Kytr3tdXiOwuYn5+dXW1HLYSPyyRlZ1nIk6q7e3tOHLkiJzrvmLFCgwMDKCrq0tW3k1JSUHyXytx/vGPf8SePXtkPnVRGGViYkIGHCtWrJCLGcVJSBRTcjgc8o64yAwkMqx88MEHcp+i8rO4UyYquIqF2SJ/shgGDwaDsi6AVquVFSfFD93evXtx6NAhefdJ5PwGTsyV3L9/PxoaGlBQUCAXbYuhOpPJhL6+PgwNDUGr1cpqneKup8iqIvpzZGQEHo9HpqAU1VMnJyflj1hbWxsKCwvh9XrhcDjk9Jrc3Fw5l/XCCy+UGXcmJibkhXZnZyf8fr9crC1GBkZGRuTQtbgLHRcXh0AggJ6eHhkkiFzgYkGlmMoj2pyUlCSnpYnKs2JhdX9/P0pLS7F582Z5h1kssBJ3cMXFqJi/L6aaROYoz87OxlVXXSVPsm63G1arVY4IAJA/9DabTd55dLlc6O7uRn19Perq6uT8dZEBqaCgAFu2bEFGRgbGxsZkGl0xqiCm7xQVFSE7OxsmkwmHDh3C+Pg4QqGQrPC7ZcsWFBcXo6amRv7QiiF7MWwuqsuKFK+iEvDk5CSOHDmC/Px8XHfddXC73Th+/Li889jc3CwXNIsRJ5FGWKPRyNGK3NxcdHR0yAXS8fHxiI+Plznu1Wq1nDolLlZFij2j0Qi9Xi+nPYmqtuJiWGQ3mZycxJ49e2QxIzHFR3xvN2zYgFWrVqG6ulremZyYmEBdXZ0s7CaCAJG/3uFwyAsfs9mMoqIi5ObmoqGhAYmJibjsssswNjYm13mIQC4nJwfAiVSoYnEicGIq4t69e9HY2Ij29nY4HA7Ex8djdHRUzjUXF0xizYlIzlBZWYmcnBxZF0UUrsrPz0dubq6cJpebm4vS0lIYDAa55qatrQ3x8fEoKirC5ZdfLgtzDQ8Pw+l0ysX4cXFxyMvLkxdKYmqkWEjv8XhQXl4uK32npaXJCq0GgwGpqakyOBkYGJDF6UTyAFEITQRK69evlxfE4+PjMtvdBRdcIKcftre3Y2JiQk6P0uv1MJvNSEpKQlZWlgycTCYTtm7dCofDgczMTAQCATQ2NsqLT61Wi4svvhg1NTX4v//3/6K7u1suis3OzpbFxcS0DXFMHzp0CCUlJbjooouwcuVKeP5a/MtsNsNisWBiYkJeBIsRDFGZPCUlBZs2bZIXqGIansjMIzL/ZGVloa2tDYcPH5Z3mPfv3y+nvYjfDXEBd+TIEYyOjqKyshIWi0Xe+BFpRj0ejxwZMJvN8Pw1D79YTJ+XlyfrfIjpQStWrJC/aaJuQ3JysqzoLbLtAZDHrMjuNjw8LLNkifUl4sJ63bp1cnRLZCUT6TY3b94sp/OIi8b8/HykpKSgs7MTR44cQXt7O/r6+mT6bKvVKjP2ieNOFH10u90yE5G4wSECOPG9ETUZDh06JGui1NTUyDVNDocjavG9SPQhitSJdXuicCBwYiqkKPAqph/t3r1bJmYQiRXEFChRKG5sbAytra1obW1FTU0N7Ha7vOko1qM1NzfLG6aBQADt7e2wWCxYu3YtNm/ejOPHj6O2thb79u2D2+1GXl4evF4vUlNT5ed55MgRmX5Y3CgVwf9LL70kU8uLtYBi5DQvLw+rV6+Wv78dHR2ymnJzc7NcE2Q2m5GTkwOdTicTW4hsZOvWrcP777+PxsZGmRUtPj4eQ0NDACCnXYkUwIFAANu2bUN5eTn6+vrQ0NAgZykUFhaiqalJ/u6I2jBLxWm3RMwbFwucL7nkEhQUFMBkMuFPf/rTfLZx2REl78U8UvHlOHz4MFwulywGJb74iYmJ8m5DZO0Fn8+HmpoamUorMpOBGEYXaQ7HxsbgcDiQlpaGqqoqjI2NoaCgQE57EKv8xUWqyA+sVquxZs0a+dmZTCa0t7ejq6sLGzdulAuBxLCs+DKEQiF5sShSo0Wy2+245JJL5GgGcOLiwu12y+wwW7Zsgc/nw/79++Wiy9TUVOTm5sp5/2KKhUajkfnARWErka/+3XffRUNDgwzExAiL1WqVX8R169YhKysLtbW1cgiwsLAQeXl5MJvNci7sypUrZZq6lpYW9PT0oKqqCm63Gzk5OSgoKJC560UmKvFjfezYMXkHFAAuueQSWK1WvPrqq3LURMxtFyfxuro6pKam4sILL0RhYaGs4isKqYlqsiKven19PcbGxpCXl4e+vj45D1UEfGIRWWpqKgoLC+FyuXDw4EFZZ2J0dBRFRUVYt24dwuEwfD6fXPwnLlzfeustHD9+HMePH0dBQQGuv/56+QMnpk5FBji1tbVy0eeePXvkSIFGo0FWVhZsNptc+9LR0SHXsOTk5MDj8eDgwYOyLoZKpZJrbcR8aXGhEBnM5uXloaKiAmNjY3jzzTeh0+mwc+dOOcXH7XbLUTdR80SMOoj56uLCqb6+Xr6uuJh3Op1YuXKlDMDEdDJx7IhsVpH1E44fPy5/+ETxoby8PPmDLkYLDhw4gFAohMzMTJhMJjlalZSUhL6+PqjVapSWlmLVqlVy8e0f//hH1NTUyEWpALB27VqsXr1aVmTt6elBQkKCDNCLi4vxwQcfyFErcfdqxYoVSExMlPN7xZ20D33oQ8jNzZWpC0Xg73A4ZHal1NRUGI1GpKSkIDMzM2pa5Pr16xEKhXD8+HGZ1UOsCxDzppuamuDz+bBx40Y4nU6ZKUxk62lqapILw0XaUZvNJtfWiHOlWBQu0k+LKYitra1yLYjIYvP+++9jcHBQjrIlJibK1+/p6cHBgwflXc1Vq1bJ7DJiPZUooqnT6eBwOKAoCvLz8+XUHnFuE69rsViwdetWefEcmQK1rq4OfX19WLdunawZI9ZTibn0K1eulK+ZnZ0Nn8+H/v5+uZ5sbGwMOTk5chpq5Lo2cYNFFIVUq9XIyclBKBTCpk2b5CJwcZdaZMkRiQpEghCRkU7Mse7s7ITFYkF6erq8YANOjByItM7iHPHqq6+ir68Pubm52LZtmxwhEDcBRFrYvLw8mfVJLDo1m80wGAzweDyysKQ4joPBILKysjAxMYGuri4kJiaitLRUjs6JG2bit/CjH/0ogsFgVCpo8Vl5vV65hk0Ekl1dXXJt2b59+1BSUoLrr79erp9raWlBeXk5JicnUVFRIdf9KYoi5+qLLDlikWtBQQEAyHS9drtdprKtrKzEypUr5bHZ3d0tL7KBv82BT0xMlEUTxfQ7EQDodDocO3YMdXV1sv/y8vKwadMm+Z04ePCgzKYobnaJ84yoEbFz5045LVmMpvb392Pfvn1y2qeoMSIyqqWlpWFkZESe50X6YpEuWqzZFKPEIsGJSCzQ29sLl8slbww6nU6UlZXJbFIejwerV6+WAaO4BgiFQvLm2NDQEKxWK9atWycLC46Pj6O+vh5JSUlyyrRarZbFZsVovDhXtrS0ICEhQaZ5FZm//H6/bJdYpyDWe4oMihkZGbjmmmvw7rvvYvfu3TIhiChKV1RUJJNfiFGS7u5uXHzxxXA4HEhNTcVrr70mpwqLGzHJycl47bXXzo2RhXfffRdvv/029uzZg/vuu09mshkbG5ux4vH5wO/3Y8+ePYiPj0dFRYWsulxUVCTn1YvCarm5ufLkPzAwgNraWvj9fjidTrnqXyykMhqNWLlyJZKTkzExMSHXPIio/tChQ3KYVkS4V1xxBSoqKpCcnBxV5E1Ma4lMlbhq1Sp5cSBSz/l8Puzduxcej0deqIlq0GIurKIoyMrKmtYPouqpyIxSUFCAtLQ0efEn0ru99dZbaGpqknMeExMTsX37dlmHQdSSEFNRxCJIm80GtVqN4eFhOT+yr68PqampWL16NUpLS1FYWCir6TocDnR3d8tFfwDkQlwRfOXl5cniTTqdDitXrkRcXJysbyEyS4isUTk5OfI9eTweOJ1OWSCsv79fzr82Go344IMPcPz4cXmROTQ0hJGRETm1qKioCAUFBXjzzTdllgux3kNMPdLr9VizZg16enrk1KvCwkIMDg5i9+7dyMjIQElJCVavXg2VSoUDBw7IKRN6vV7e0W1tbUUwGMTmzZvlj2t3dzfWrVsHm82GHTt2YO3atTKPtd1ulznLIxfqi/nFo6OjMpNFZ2cnEhISUFRUhEsuuUSmlzQYDFFVfMUFRktLC0ZGRuTiZDGqtGrVKnnBKRb+FxUVwWAw4ODBg3IOdXNzs6wou3r1aqxYsQJ79+6Vd6fFCViMiIi5t8nJybJwoLjT5nQ6YbVaZXYLsXjcZDLhwgsvRHt7u6xpEgqFZA0LEfzY7XZkZmZCrVbD7XbL6V1erxe9vb3yO9fS0gKXy4X09HTk5OTgqquuQkVFBYaHh3H48GHk5OTI2hMA5Pbx8fFyDY8IJkWWj/HxcRw5ckSm0RQZYsQ5qbu7W2Z1Ki0tlfUGRIKAyLoUIhiJ/C6L/8RxK+ava7VaeZ6Kj4+X56u0tDRYrVZZwV4sog8Gg1EFqsSibVEt2+12o62tTS5yFXPaNRoNNm7ciOLiYgwPD8v1BmIqkV6vx/79+9HY2AiHwyGTCIg0wunp6UhMTER1dTX6+/uRmZmJ+Ph4eRGWn58vF17m5ubKtNehUAhGo1FmmBGfuZhSBECuKbLb7bKqtc/nw8jIiFz8mJubC6PRiJ6eHvT29sqq36FQCCUlJQiHwzJZhdgWgPwsRGAmRqJFLR9x0d7U1CSnXYjFrDabTWY5EufprKwsaLVaWdzu4MGDaGxslDUTRPE7o9Eo19O53W6EQiH5X1tbG7KysmRbxJoR8T0QI0YrVqyQbS0vL5eLd/Py8pCRkSGLd4rXEdWZtVqtLBg5ODgIk8mENWvWIC8vD3a7HX6/P2pEfmRkBDk5OfI38e2334aiKFi5cqW8KSHWUB0/fhyBQEAG4gBQXFwMr9crf4cVRcHGjRtRVFQkUwDX1dXhL3/5CyorK7FmzRp5XgcAt9uNsbExOeoishyJRcxjY2OyGrG44WIwGOToaF5eHrRarbxRlJ+fLzNR5eXlyZkEIqWtyN4obrQdOHAARqNRBnI2mw2lpaVYt26dLD45Ojoqg1+HwyHrKYksgWL0SST9EKOQIhV7a2srTCYThoaG5F3/UCiE6urqqPVVItWqSFYh1jWI2hbBYBCjo6Ow2WyyxpAoOOj3+1FUVCTTM4tRdzFL4OjRo7LatyjoWFRUhAsvvFD+foibFyLJgxj1E4v2RQ0WUU8pOztbpqbNz88HgKgF45WVldi4cSNaWlpQVVUlR7nFSKg4B1555ZWw2+3yMz527JhcSyLWk4l0sYcPH4bf70dGRoZsY0pKipz9IRK5iBtuS8Vpt2TTpk3YtGmTXAR87NgxvPPOOxgYGMAtt9wybw1cbvx+P9ra2uSBJ6ZkeP5a1Eqr1cqMDyIrU3d3t8zCYbVaoVar8dJLL6GzsxNWqxXFxcXygqCmpkamjhwdHYXJZML69euxZs0aqFQqDAwMyLvYIhvA1Lv+opqv+FKJO2CCWIQlFt6KeYTiiye+ILNht9uxcuVK+Hw+uFwu2Gw2eaEhFoGKUQpRZK28vBypqanweDzy7qSY9tbc3CxTtIkKxWVlZSgrK5NDehdccAG2bdsmL1LENAmR5rGwsBClpaXQaDSorq6WmV3y8/Nloa36+np5NzEuLg4ZGRmoq6uTUxvWrl2L0tJSeZe6pqZGppOrqamRxb7EIrcrrrgCyX8tFiRSZq5cuVLOJRfFpcTwpsVikesdRAEYsTZEVGoVdTvE4qikpCS5uLK7uxu7d++WC+eys7PldKu33noLra2tSE9PR25uLlpbW9HV1SWL1Inpc5FE2kNxnIi5xT6fD6+88go8Hg8uueSSqDS2BQUFUTVERkZGsHbtWnnBEgwGUV5ejqKiIphMJhw4cAAtLS1obW1FWloaCgoKoiqciwtwnU4n1yWIGgcis1JzczMOHTokR6TED65YZC2yToi59yJYS09Pl6NrQ0ND6O7uxt69e+F2u7FixQrY7XZs374dW7Zskbm5xaJMkR1LZMTq7OzEpk2b5A+YWL+Umpoq0yOK4fj4+HhMTk7KaVsi6Iz8ftntdlx++eVy3rKYdjE4OCjnV4sLBRHYdXd3y2KDoghiVlaWzDojRu1Eikmn0xkV9IusbaKoWm5urkwOAECuIxIB7MTEBPbt2yfXgFgslqhc9j6fD1lZWSgsLJRBfEpKCjQaDex2O8bGxmCz2WQlVFGsSozWlJaWoqKiAsCJ6aTigk+sF9Dr9TIzlFqtlndJRYpRjUaDK6+8Erfeequ829nd3S3vMooFqyLBgEjDLNZgidSg4gJT1DjRarVyepnVaoXFYsHAwAAyMjLkuiQAcjQqKSlJFtlMS0uTc+pFnnlxsT3V1CBOXLykpaXB6XTKYoqtra2wWCxYt24d1q5dK99ffX09jhw5IrOGic/Y7XbLu8nNzc0YHByE0+nEtm3bZB8UFxfLAK+hoUFOxRFTZqxWqxz9sNvtuOaaa2RNHbEg1ul0wmg0ora2FiqVCmvWrJHvU1x0j4yMyP0Fg0F0d3dHVYIX04Qi+8Hn8yE9PR35+flyLYhI5iC+K2I+/8GDB1FbWwuv14uSkhL5uk6nE++99x6am5vlzYv169dDURS5SLywsFAmBxgcHJQBFQD5/RCftZiy6fV6sW/fPgwODqKoqAiTk5NRKZbFqGpaWhrKy8tRUlKC1NRUeSdb7Ft8/mI9xcDAANasWYPk5GQcOnRIBmmiUvCxY8fQ19eHNWvWyO+/SMSh0+lQXl6Oiy++WNbxEKNHYvRDZCkSVc5F8UJR0yMzM1POChBFDWtqauQibpGUobCwEG63WwZ3IqW3SAAifrvEd09Mi6ypqUFvb68s+NbU1CQLvYq6WGKh/4UXXoiKigoZKJwsWYwoRLh37175emLBNPC3kdStW7fKdY7iuBU3SMX6FLH2S0hKSsLq1auxb98+TE5OytGgt99+W948y8vLk+u6RLroK6+8EpdeeqnsJ7/fD7PZjJUrV8o0r0vFvIUtq1atksN6BLmYDACqq6tx6NAhmdZSFJ0SJwKxkr+3t1f+mIj0aaFQSE5DEhlDTCaTjKAnJiZgtVqxYcMGDA0NIScnR85HFgd/ZBalyKxCU+8gTiWmM5wJUVb+yJEjcj2BuBMkKisODQ0hJSVFZmwR+bpNJhOOHz8u77BrNBp5N6ahoQGBQACJiYlYt26dHO47evQoFEWR8w3F3Glx4SJOUGKRo3gtjUaDtWvXyh/9hIQEeDweFBUVyQW3Ys6hyKUtRo3E52gymdDd3Y0//vGPMmWfmDsp8mSLBdQiQ4aYRyl+wEXp+cjK4WL0SaRxzc3NlesiIuf2a7VamWlIZF0qKipCRUWFzLkfHx+PjRs3ygs9vV6P0tJSWCwWhEIhHDx4UN61s1qt8hhxuVzyx1pMoxIF9ET2nnXr1snjRRxzwIk0y2JerqiIKy6+RHaiYDAIp9OJ1NRUKIoi07FGEsEl8LcTe2FhoVxcnZ2dDY1Gg1WrVslRNlEPQ9yJ7+npgd1uh8/nQ3x8PFavXi3TXKakpMDtdkOr1WJwcBDJyckoLCxEUlISNBqNnCok7m4ODw+jt7dXZkkRVYlF4UOv1yvTJIs6KePj4ygpKUFBQYHMqjQxMYGjR4/Ku65T14JN/R62tLSgublZpr8dHByURcnS09PlVKjIz0aMhjQ1Nck6L+IOY2JiYtQNABFUiQA6JSVl2oWdmJIlzjMiwUB5eTlWrlyJYDAoi0aKEVGxIB+AXGjp+WtdALHY0+VyQaPRQKfTyRz6a9aswZYtW2QwdtFFF8lK02IhrNFoRFlZGZxOJ1paWuB0OuV6ITFKZDAYUFZWJi8+MzMzkZCQgJaWFhw7dkymixX9IC7QxPdPBAjJycmyMJi4GBPfh87OTnR3dyMtLU1+dyIL8fl8PmzYsEEuWhVz00WV2NkS2ZtEcJH81yx2xcXFURc54rMaHR3F+Pg4qqur5WJjlUqFvLw8GI1GOQIo1iuIgF58T8W/HQ4HkpKS0NvbK+saGI1GeDwevPPOOygpKZEjGOJ4EcezyKQn/n8kMVc+8jmxaLazsxM9PT0yk484V4ppuv39/fL4TElJQXl5ecwLdwCorKyUi2oFsYi6o6NDrgkS6VzFfkQyBaPROO3mWuRaPdGGyJTo4tw9NDSE5uZmueZLq9WirKxMZqHTarUyxa7o71ifu1jL4fV6sWHDBtTV1QE4keHI4XDINWfinNDU1CSnFSUkJKCtrQ15eXnYuHGjLEZqMBhQXFwsp6qKNVEWi0VWL7ZYLPI7LAq1rV+/Xta7ESMigUAApaWlcqaJqH8l+i1yOqf4zMW5RASYbW1taG9vl7U08vLysGLFCpnKdOXKlbjooovkdD1x3EQmi4m84RG5jbhBJUaHxPdEEDfLxG+YOIcXFRVF7XMqcVMoOzsbKpVKTmubmJjAypUr5TWOqPchvvcrVqxAZ2cnamtr5XQ/u90uRxmWCpWylCZFLXN5eXkYGxvDXXfdJfMMixR7e/bskXnC8/PzUVlZGXWCcbvdqK2tRSgUgsVikcN1XV1dcLvd6OzshEqlwgUXXIC8vDxZ/bO+vh5lZWVYv369XNkvvjTizlZLSwuqq6vlwl+xoDDWHayzQXzp+vv7cfDgQXR2dmLFihUy3eWBAwfkAkhxxyYlJQU1NTX4/e9/L+cp+/1+lJeXw2Qy4ejRo5iYmEAwGMS6devkovHu7m4cOXJEBhFilEBkpxBTWj744APU1NTIvOVisZqokC0CjMhUaOKEd7KRFTGVRAxtiju9IquNmI4iFk1lZ2fLu7perxe1tbXyIltcYIqTWktLCz744APk5+ejqKgIXq9Xpp0TdShMJhMGBgbk2hCxUFJU2RbZXMQo1pYtW6DVanHkyBE0NzfLTCpieFwsgKurq5NzoLOzs+W6GzEdROSHjrxAEXcRxUiS2+3GG2+8gaNHjyIhIQGjo6NYu3YtLrvsMgCIuvicy7E19Qch8jlRNVZkeamvr0diYqKcG37ttdfKton1GwBkTncRGIh0qqL4m5jzL6YUiM9QrHUxm82y4J+4ixqZ1EBUSxd3tUSAdqpRu2AwiK6uLnnRX1RUBL1ej87OTplrPPKiv6amBj09PXI+/OjoKJKSkjA5OSlztYupV5HTnsRxFvljPFO/d3Z24p133kFycjIuvvhiJCUlwefzxWwTAJmrHQAOHz4sgwNxYSeOH5fLhdzcXFx66aUycIy82y/uWIq7ieLO6+HDh+UIlthWXCxG1qsRi/RFFXqtVhs1vUQQiyjFFI6ioiIMDQ3JKtNiXrW4GBKF3qbuJ7LtIiMQgFl97mdCvNcPPvgAe/fuldPvRBVesb5MXEBHBvoejwe1tbVYu3atTHQhPltR70Bkanr77bcRCASQmZmJbdu2ye1nS0xBExfkYg3E4cOHkZubC+DEKIA4FlpaWvCXv/xFzvGP9bsqiDoYYqqZGBkbGxuDxWKR026Bv42sR35+pzrPTH0uMpgGgNraWgwMDMh1N+FwGDabDWvWrJHfX1FYT1xEn+w8KF5TLGwWx4/FYsFbb72F6upqmXlq3759mJiYQGpqKqxWq0xwIUbRxFo5nU6H6upqNDQ0YP369bDb7ejo6MDx48exdevWqOK24nsmPheRdlmc18QUnchjXnzfIqcHifco+k+cs30+H0ZHR1FXVyenmIpF1L29vTLxwcm+M1NvaMxVrN+wUx0LU0Ued+I6QASCkfuInIFiMplgNBpxwQUXAICswbHYlk7Yco7Q6/W45JJL5EJEMU1GFBwTkfnUyFTcdRELL0Uxkfb2dnlHU1z4iUqmF198MVatWiUzh4yPj+PQoUNy4aJYgNXR0YHm5mZoNBo57CamIvT19ckLt1g/cPNBDKFHfmFF0RORmzjWRYXT6cSOHTtgMplkwThxl0rc+Rd1EsSdipycHCQlJckTkigsI+5YiAwz4uQjKvYmJCQgJSUFDQ0NMBgMsFqtcprY8PCwrF1wqpNDUlISLrnkkqjHIk8uPp8Px44dg06ni1osKgIdMQrh8XjkqIq4iBHzQMXdNpG1SuSDFndyxfSW/v5+1NfXy3SD+fn5SP5rkTZx10l8BqKCaX5+PuLj4+UC+9raWjnKtWnTJiQkJESNLIhjeWq/xLqLaDabUVFRIacSDQwMRN29m3pXKHI0LHJ9TOQxOvWu3tTjTtzhFBfZopq5eD1R66SxsVGmzxUZMabeLRQjR5EBqcggJY4NMUoksiiJO/2iPZEXZLP9wYkkphjpdDp5fhFroqYShe5ElhPgxFSPAwcOyDnTYnpYZIIFi8UiLxZmalvkXXedTic/VxG0i1G8WH+fknKiwv3w8DDq6+sxPDwclbbYarVi7dq18q505Oct3r/47ESQJfrYbrdj7dq1su1TR0Qi99PY2IhQKBT1+cUiRmJEIcC0tDQZGI6Pj6OjowO1tbXyuJnpIvlk7ZmtyAv52QYY4rjbvHkzUlNT5foU8R2cmtNd9I04n4r+FMS0jMi2iOmP9fX1sir4ydofOa9cnANFFigxTVAsZBevP7XP7HY7Nm/efNLfVcHv98Pn88kgRASAg4ODuPDCC085gn6y84w4JpOTkzE2NiaTJIj1GlqtVhZsm7pPEWxXVVVBr9fDbrfLtU4nE/ma69evlwvdRYX0jIwMxMfHo7a2FlarVQYLoj1erxe7d++WabcNBgMMBoNcAynu5IuFvFOPafG5iODL5/Ohvb0dOTk5ctZE5DlO1J0S2Y7EmjNx/EYGDQDkFNTIkWSx7bp1607aN8LUkYa5mmkkbOo56GTEcQdAFqsVCS3EdyFy9FIcn+K3eSnhyMI8ErnEf/3rX0dlOYo8oCIjSLHgOPJCKDLiHB4exgcffAC1Wi3XJ4iqxfHx8di0aRMAyAXNCQkJMm3gyMgIampq5OiCxWKBWq3GxMQEDAYDSkpK4PF4cPjwYXnyjLx7dLZE/sCYzWb09fXJaUkzffGmXliJE/3o6CgKCwvlHUQg+qQi+lrMyxQpCEWmgvz8fHkhCiCq3HxhYWHUHPRYwcx8amlpwTvvvAO1Wi1/RET6VJ1OB4/Hg/r6evljLDKYiIt3APIOm0jbZrFYACDqBzmyb6be2Zh68SruIIq7vnO9+3myC+JYd30i70J1dnbKvO9iyolWq8WFF144p2NUvI74IRf7ifzxF3f7I0/YM33Wse4ATe3XyIWo833HOHL/wMnvSk/9rom+7O3thdFolFWkxT5O9iM402c59XMU35eTfacj34OYrvTGG2+gp6cHGRkZuPrqq3HppZfGvKCeqR1zPVZP56Jb3FwRF64zTe88W+cIYOa7nacrVn9O/Xwi3xuAGb/Tkf0jztNT+0aMnorAPPLCMXL0DZj+ucx0l3Y2gVesz87lcs1pHyfrQ5fLJesKiRovdrsdDodjWoKRqcfJ6ZxnZxrN2Ldvn6xRBECmixZZjERgLkbmUlJSUFpaKuvHiBSk5eXlc5oWJ0YLCwoK5N9FnhvEAuOZzpsne19LzVzaOHU0EYA810Z+j8U0vuS/FpGdmJjAjTfeCK32RBKQpYDBwjzKy8uDoih46aWX5OIfMZwpTghi0Z3L5YpaRKQoCioqKmC32+XJpL6+Hn/6059gMpkAQKbPFEU/VqxYgdraWhw7dkwuTLv++uvl4uSpJyAAUSfiYDC4ICMLMxHDzmLEZKYL2VgXJHP5oY8c3hap6aaesMWQtijWJkYVxOJqjUYzLz/OM4k8PkQRvIsuugharRa1tbXo7+9HXl6enLIh5soPDw/LH9zIRfWnc6E63yfqkw0Dn2zoXhRbGh0dlVmBZhpZmO17EtNVREYaMdQv5tSeLFid63uez4u5hXydk32vZvosY31XY32np7ZdVJYvLy+HXq+XU/fEvN+p61VORQTber0+6uLzXHM6Qc7pvk7kPGoxagLMbrqgOD6njtaJOeuxRhZO9V4ip7709vbKUYHZ3Dw40ykpJyMC3rfffhtGoxHr16+H0WjE8PAwGhsbZXYhESzEGrmcr3aIC3JxnNhsNlitVpk9S9R8EIk7RN0aMeUrKytL9tGZ/nYshwv/xTL1eyy+b8HgiXo2Pp8PN910E/R6Pdrb2xe5tScwWJhHkSMLYjqRmEc+OjqKo0ePyuJc8fHxsgaBWDiUlpaG8fFxpKWloaioCOPj4zh27JhcvCryzYt55CJzi5gzmpaWhtzc3Ki826dzh2IhnGxO80zBwenewYu8YBTD61MvJqYGVwDkNAURwJ3NH2dB1EVQq9UylaS4+xs5zSPWDy6AqPnbczXfP6hzPbZOddd+PtoSeYcHgMy4MpspZrN9nYW6mDsbrzPboOBk7TrVdmJesqiRMJc7mDM501Gw+TD17vVyJoI+0YfiQne238uzMeoyPDyMY8eOyXTWsdYWnKw9Z+t3zu1248CBA3C5XFizZo38vRbHpJgmNdPIwpmYaSRzrt9XMY1IZJWixRE5NXz9+vVQq9UcWTgX5eXlAQDee+899Pf347333sOBAwcQDAblUCQAOce4uLhYpniLrH8gSr+np6dj1apVcDgcOHLkCN5++2309PTIwmGZmZkyX7RYPCQWXYoiI6e66Dubd1xOJnIh4tQ7Q6caYp3LnZlYUzGAU19gLdRFX6zXFSMMGRkZckrSbC+25zI8OnUYfincCTrZcTGfFuvznS9n68J0oY6BpXCszbeFOnYXwtTPR4zcpKWlLWhyjMi2iMQU7e3tcoqPw+E461O/ZtO+xTqXiBEcj8cDtVqN8vJypKSkzHmK1bn4fVyOIq/HNmzYAGDpLHBmsDCPxMjCoUOH5JBfX19f1HoC4ESwIBaJxprv3NPTg6NHj8JsNsvCWS6XC+3t7RgcHEROTg7UanXUPFBxIS0WXRYWFs64wDDSYo4szOViJ/Ku81zuzCzUtJD5tBCfiQi+Iofyl8IPxkLdnV2sIHm+nI0L06Xw+S9n59LIwlQnGwk+28R3VdRf8Hg8coqPSCW6HL/D80FcM4h1eSJ17tRzOy0PkedgUdyYwcI5KC8vD8FgEH/4wx/Q1tZ20h/ymRZ4iqHb/v5+BINBlJaWRqUNjLU4OvJ/53v6xnK33O8gny2xRhaW+wX0XCz3C+OzMe3mfPr8afk4WfKFxQhelqLZZo+j5UPMVFkqwQJTp84ztVot51GKIlSxskZ0d3fL/xXpzFpaWlBXVydT2Ync8Bs3bpQXc2+99RaOHz8Og8GA8fFxmM1mmEwmXHHFFWdcQO1cJNIGUjStVjutSvOZpppbTk6WCnE5EMUO53PU7Hz6/Gn5iPyuRo7exEoXfL4S69rq6uo4okBnBYOFs0D8kIvMLlN/xPv6+qIq5YoFSdXV1fB6vUhPT0dOTg66urrQ1taGxMREGQiIMvBiSpPBYEBqaqrMmER0upb7BfT55mQVcU8HP39a6vr6+s6ZdSHzTWQSGxsbm7HOBdHpYrAwz0KhkMy6IjIiTJ3qYLfbUVFRIbMkBINBNDU1yaq6OTk5svLj+Pg4JicnZcnxSy+9FOXl5TGnHRHR+YOjZnS+iSzSRtFijRYTzRcGC2eBKAI1MDCAwcHBaRfzIm98T08PdDodhoeHYbVaoSgKQqEQOjs7MTQ0hJKSElitVvj9fhlwZGZm8oRARETnHZEulYgWFoOFeTYxMYE///nPuPTSS5Gbm4uxsTHExcXB5XLJxUcAcPToURw7dkxW4x0ZGUFHRwf8fj8URUEwGITdbofVakVjYyPa2tqQmpqK9evXz7lgERERERHR6WCwMM8URYHBYJCpUT0eD4aGhtDT0yOrWYoc0RkZGbBarWhubkZdXR3y8/OxYsUKWWXY6XSir68Pf/rTn3Dw4EGZpaSsrGyx3yYRERERnQcYLMwzg8GAHTt2yLnEIjd0bm4uHA4HxsbGZGrUwsJCeDwe9PX1QVEUFBYWTstopNVqsX37dhQXFyM1NZVDsERERES0YFhnYR6JvLhHjx6VZd77+/vh9/tRWloqA4j6+npUVVUhLS0NTU1NMJlMWLVqFUpLS2edE3m554knIiIioulYZ+EcFw6H0dnZiaqqKgSDQYyPj8NqtQL42wW+yIY0MjKCiYkJFBQUoKioaE4X/V6vlwWUiIiIiOisYrAwz0KhEEwmU1RqVJPJhGAwiJaWFoyPjyMnJwdWqxU+nw8rV65EcnJyzH3NVH04GAzC5/NBq9VCr9cv1FsjIiIiovMMg4V5plaroy7sU1JS4PV6UVtbi1AohKysLFlAKTc3Fz6fD3V1dUhNTYXVao36W6/Xi8bGRqhUKuTn5wOAXO8wOjoKg8EAq9XKcu5EREREdFYwWJhncXFx8Pv9qKurg9vthsPhQFFRkay0OjWQEFOVWltbMTIygpKSEjmtKLJCKwA0Njaiu7sbY2NjWLVqFXJzc+elcisRERERUSxxi92A+eDxeHDnnXfCarXCZDLh0ksvxQcffDCrv73jjjugUqmm/VdSUnLa7TGbzUhPT8fExAQOHz6MlpYWpKSkwGazTVuXkJKSgvLycpSVlSE/Pz/q4l+r1crAYXh4GCqVCqWlpdi8ebNcMM3FzURERER0tiz7kYVwOIydO3fi0KFDuO+++5CWloaf/vSn2LZtG95//30UFhaech96vR7//u//HvXY6RY+C4VCqK+vh06nQ3FxMXw+HyYnJ+H1emMuRNZqtTJLUixiKlJ3dzf8fj8uvPBCpk8lIiIiogWx7IOFF198Ee+88w5eeOEF3HjjjQCAm2++GUVFRXjggQfw61//+pT70Gg0+PjHPz4v7QkEAti7dy8sFgsyMzNRUFAArVY76+lCwWAQLpcL/f390Gq1yMrKQkFBAaxWKzweDywWy7y0k4iIiIjoVM6JYMFut+MjH/mIfMxqteLmm2/Gs88+C7/fP6uMQaFQCGNjY0hMTDyj9uh0OlRWViIYDMJoNMJsNs+4ANnn88l6DIFAADqdDv39/WhtbUV3dzcSExNx5ZVXwul0QqvVIhAIIBwOn1H7iIiIiIhma9kHCwcOHMD69esRFxe9/KKyshJPPfUU6uvrsWbNmpPuw+fzITExET6fDykpKbjtttvw8MMPn3I0QBTNEDo6OpCdnY3c3FzU1tZiZGQEbrcbfX19sNvt04KGvr4+WY9BBAsejwehUAgOhwMJCQkIhUIIBoMwm81wOBxc0ExEREREC2bZBws9PT3YsmXLtMczMjIAAN3d3ScNFjIyMvC///f/xvr16xEOh/Hqq6/ipz/9KQ4dOoTdu3dDo5l7F0VmMfJ4PKitrcXatWunrTUQxdkiRxaam5tRX1+P8fFxeL1e6HQ6pKamIiUlhcXXiIiIiGhBLalgIRwOIxAIzGpbvV4PlUqF8fHxmNOM4uPjAQDj4+Mn3c93vvOdqH/feuutKCoqwj//8z/jxRdfxK233jrj304twy1GGiIXLZvNZmi1Wtjt9phF1qxWq9xGPK5SqaBWqzE6Oork5GT4fL6obYiIiIiIFsKSSp36l7/8BQaDYVb/HT9+HABgMBjg9/un7WtiYkI+P1df+cpXEBcXhzfeeOPM3hAAo9EIp9MJo9EoMxsdP34cLS0taGlpQXt7O7xer9x+dHQU/f396OjogMvlQkdHx7RtiIiIiIgWwpIaWSgpKcHTTz89q23FNKOMjAz09PRMe1485nA45twOg8GA1NRUDA0NzflvT0ZMT/J4POjr6wOAqIrOwPSpSSaTSS6UJiIiIiJaSEsqWEhPT8cdd9wxp78pKyvDnj17EA6HoxY579u3D0ajEUVFRXNux+joKAYGBmC1Wuf8tycjpielpKQgOTkZwWAQANDV1YWxsTHodDooioKsrKwZMygRERERES2UJRUsnI4bb7wRL774Iv7rv/5L1lkYGBjACy+8gGuvvTZqPUNTUxMAID8/H8CJqUrBYBAJCQlR+3zooYegKAp27Nhx1tot1h+IgmtDQ0PQ6XTQarXQarUsvEZEREREi+6cCBYuuOACfOpTn8KxY8dkBedQKIRvfvObUdtefvnlAIDW1lYAQG9vL8rLy3HbbbehpKQEAPDaa6/hlVdewY4dO3D99deflTZ7vV50d3fDarWioKAADocjamTBbrfLbUUtBpPJBJvNxkXORERERLRgln2woFar8corr+C+++7Dj370I4yPj6OiogLPPPMMiouLT/q3ycnJuOaaa/D666/jl7/8JUKhEAoKCrBr1y7ce++902o3zJfImgmnuvgXtRjS0tJQWVnJ9KlEREREtGBUiqIoi92Ic4VInTo1pWqslKmnEgwG4XK50N/fD+BEVWqOLBARERGd22a6nlwsSyp16rlKpExtamqadQpUr9eLI0eOoKamBklJScjMzGSgQEREREQLatlPQ1oOIis6zzYFqtlsxpo1azA2Nha1hoGIiIiIaKEwWJhnk5OT8Pl8MvXp6UxBAk5kS8rMzDxr7SQiIiIiOhVOQ5pngUBAFlwD5j4FSQQXogYDEREREdFi4cjCPNPpdFHThuY6BUmkVXU4HMx8RERERESLisHCPNNoNFHVl0XV5tkym81ITk5Gf38/9Ho9KzkTERER0aLhNKQlRqvVIhAIoLa2Nmo6ExERERHRQuPIwgIQ6xB8Ph8CgQCysrJOOmJgt9uxdu1aZkEiIiIiokXFYGEBeL1e1NXVob6+HoFAAFdccQWKiopm3N5oNMLpdC5gC4mIiIiIpmOwcBa43W6YzWaZJtVsNiM9PR39/f3wer3o7e2FSqVCIBCATqeL+t/k5GRWaiYiIiKiJYHBwjwLh8NobGwEADgcDnnhb7fbMTg4iJ6eHuzduxcqlQrj4+MwGAxR/1tYWIjt27fPaVE0EREREdHZwAXO80xRFABAbW0tjh49KmsrDA0Nobm5GS6XC8FgEHFxJ7p+6v+qVKpFaDURERER0XQcWZhn4XAYDocDSUlJMJlMsraC3W5HRUXFjNOPIqchsb4CERERES0FDBbmmVqtllOIurq68N5770Gn00Gv18NkMkFRFDidTtZPICIiIqIlj8HCPFOpVOjs7IROp0NVVRWqqqqg1+thsViQkJCAiYkJOJ1OZGZmwmq1cjEzERERES1ZDBbmWSgUwuHDh7Fy5UqUlZUhLi4Ofr8fVqsVCQkJqKmpQU1NDerr67Fq1SpUVlZy2hERERERLUkMFuaZWq2WBdX8fj9MJhMGBweRmpqKvLw8ZGdno7+/HwBgtVrlmgYiIiIioqWGwcI8U6lUsqCaVqvFmjVrkJ2dLRcua7VaZGZmLnIriYiIiIhOjcHCWSQCAwYHRERERLQcsc4CERERERHFxGCBiIiIiIhiYrBAREREREQxcc3CPFMUBTU1NQgGgzCZTFHVmU0mE4xGo1zoTERERES0lC37kYWenh784z/+Iy699FIkJCRApVJh9+7dc9pHV1cXbr75ZiQnJyMxMRHXX389mpubT6s9oVAIe/fuxZ///Gfs3bs36r/q6mo0NTXB6/We1r6JiIiIiBbSsh9ZOH78OB5++GEUFhZizZo1ePfdd+f0916vF5deeimGh4fxta99DVqtFo8//ji2bt2KgwcPIjU1dU77U6vVuOiii046ssDaCkRERES0HCz7YGHDhg0YHByExWLBiy++iJtuumlOf//Tn/4UDQ0N2L9/PyoqKgAAV199NVavXo3HHnsMu3btmtP+VCoVioqK4HK5MDY2BqfTCaPROKd9EBEREREtBct+GlJCQgIsFstp//2LL76IiooKGSgAQElJCS6//HI8//zzp7VPr9eLI0eOoKqqCn19fafdNiIiIiKixbTsg4UzEQ6HcfjwYWzcuHHac5WVlWhqasLo6Oic92s2m7FmzRpUVFTAbrfPR1OJiIiIiBbcsp+GdCaGhobg9/uRkZEx7TnxWHd3N4qLi2P+fV5eXtS/W1paoNFoZtyeiIiIiOhkOjo6oNEsnUv0pdMSnLjTHwgEZrWtXq+HSqU6o9cbHx+X+5oqPj4+apvZCoVCZ9QmOvElAYDs7OxFbsnyx76cH+zH+cO+nB/sx/nDvpwf7Mf5EwqFltT15JIKFv7yl7/g0ksvndW2tbW1KCkpOaPXMxgMAAC/3z/tuYmJiahtYpmaXlWMNJxu2lU6gf04f9iX84P9OH/Yl/OD/Th/2Jfzg/04f6bOXFlsSypYKCkpwdNPPz2rbWNNHZori8UCvV6Pnp6eac+JxxwOxxm/DhERERHRcrSkgoX09HTccccdC/Z6cXFxWLNmDaqrq6c9t2/fPuTl5SEhIWHB2kNEREREtJScV9mQ2tvbUVdXF/XYjTfeiKqqqqiA4fjx4/h//+//zblmAxERERHRuUSlKIqy2I04U9/61rcAADU1NfjNb36DT3/603A6nQCAr3/963K7bdu24a233kLkWx4dHUV5eTlGR0dx7733QqvV4vvf/z5CoRAOHjwIq9W6sG+GiIiIiGiJOCeChZNlRYp8e7GCBQDo7OzEV77yFfzpT39COBzGtm3b8Pjjj6OgoOCstZmIiIiIaKk7J4IFIiIiIiKaf+fVmgUiIiIiIpo9BgtERERERBQTgwUiIiIiIoqJwQIREREREcXEYIGIiIiIiGJisEBERERERDExWCAiIiIiopgYLBARERERUUwMFoiIiIiIKCYGC0REREREFBODBSIiIiIiionBAhERERERxcRggYiIiIiIYmKwQEREREREMTFYICIiIiKimBgsEBERERFRTOdssFBTU4ObbroJeXl5MBqNSEtLw5YtW/CHP/xh2ra1tbXYsWMHzGYzLBYLPvGJT6C/v38RWk1EREREtHRoFrsBZ0tbWxtGR0dx++23w+FwwOfz4Xe/+x2uu+46PPnkk7jzzjsBAJ2dndiyZQuSkpKwa9cueL1ePProozhy5Aj2798PnU63yO+EiIiIiGhxqBRFURa7EQslFAphw4YNmJiYQF1dHQDgC1/4Ap555hnU1dUhJycHAPDGG2/gyiuvjAoqiIiIiIjON+fsNKRY1Go1srOz4fF45GO/+93vcM0118hAAQCuuOIKFBUV4fnnn1+EVhIRERERLQ3n7DQkYWxsDOPj4xgeHsb//M//4I9//CNuueUWAEBXVxdcLhc2btw47e8qKyvxyiuvLHRziYiIiIiWjHM+WPhf/+t/4cknnwQAxMXF4SMf+Qh+/OMfAwB6enoAABkZGdP+LiMjA0NDQ/D7/dDr9TH3nZeXF/Xv1tZW6PX6mPsjIiIiIjqVnp4e6PX6qJkwi+mcDxa+/OUv48Ybb0R3dzeef/55hEIhBAIBAMD4+DgAxAwG4uPj5TYzBQtTKYqCycnJeWo5EREREZ1vltq15DkfLJSUlKCkpAQA8MlPfhLbt2/Htddei3379sFgMAAA/H7/tL+bmJgAALlNLM3NzVH/FiMNUx8nIiIiIpqNqTNXFtt5tcAZAG688UZUVVWhvr5eThcS05Ei9fT0wGKxzHpUgYiIiIjoXHPeBQti6tHw8DAyMzNhtVpRXV09bbv9+/ejrKxsgVtHRERERLR0nLPBgsvlmvZYMBjE//k//wcGgwGrVq0CANxwww146aWX0NHRIbd78803UV9fj5tuumnB2ktEREREtNScs0XZPvzhD2NkZARbtmxBZmYment78dxzz6Gurg6PPfYYvvrVrwIAOjo6UF5ejuTkZHzpS1+C1+vFI488gqysLFRVVc1pGhLXLBARERHRmVhq15PnbLDwm9/8Bv/xH/+BI0eOYHBwEAkJCdiwYQPuvvtuXHfddVHb1tTU4Ktf/Srefvtt6HQ67Ny5E4899hjsdvucXnOpfbhEREREtLwstevJczZYWAxL7cMlIiIiouVlqV1PnrNrFoiIiIiI6MwwWCAiIiIiopgYLBARERERUUwMFoiIiIiIKCYGC0REREREFBODBSIiIiIiionBAhERERERxcRggYiIiIiIYmKwQEREREREMTFYICIiIiKimBgsEBERERFRTAwWiIiIiIgoJgYLREREREQUE4MFIiIiIiKKicECERERERHFxGBhnoVCIbhcLgSDwcVuChERERHRGWGwMM8mJyfR1NQEr9e72E0hIiIiIjojDBbmmUajQX5+Psxm82I3hYiIiIjojGgWuwHnGrVaDZvNttjNICIiIiI6YxxZICIiIiKimBgsEBERERFRTAwWiIiIiIgoJgYLREREREQUE4MFIiIiIiKKicECERERERHFxGCBiIiIiIhiYrBAREREREQxMVg4C9xuN4LB4GI3g4iIiIjojDBYmGfhcBjd3d3wer2L3RQiIiIiojPCYGGexcXFweFwwGw2L3ZTiIiIiIjOiGaxG3AuSklJWewmEBERERGdMY4sEBERERFRTAwWiIiIiIgoJgYLREREREQUE4MFIiIiIiKKicECERERERHFdM4GC1VVVfjiF7+I0tJSmEwm5OTk4Oabb0Z9ff20bWtra7Fjxw6YzWZYLBZ84hOfQH9//2m9bjgcZkE2IiIiIjonnLOpUx9++GHs3bsXN910E9auXYve3l78+Mc/xvr16/Hee+9h9erVAIDOzk5s2bIFSUlJ2LVrF7xeLx599FEcOXIE+/fvh06nm9PrBoNBuN1u2Gy2s/G2iIiIiIgWzDkbLHz1q1/Fr3/966iL/VtuuQVr1qzBd7/7XTz77LMAgF27dmFsbAzvv/8+cnJyAACVlZW48sor8cwzz+DOO+9clPYTERERES02laIoymI3YiFt2LABAPD+++8DAOx2O7Zu3Yrnn38+arvi4mJkZ2fjjTfemPW+8/LyEA6H0dDQAK1WO3+NJiIiIqLzQl5eHgCgubl5kVtywjm7ZiEWRVHQ19eHtLQ0AEBXVxdcLhc2btw4bdvKykocOHBgzq8RCAQwPDx8xm0lIiIiIlps51Ww8Nxzz6Grqwu33HILAKCnpwcAkJGRMW3bjIwMDA0Nwe/3z7i/vLy8qP86OjowPj6OY8eOnZ03QERERES0gM6bYKGurg533XUXNm/ejNtvvx0AMD4+DgDQ6/XTto+Pj4/aZrYMBgNWrVp1hq0lIiIiIlp85+wC50i9vb3YuXMnkpKS8OKLL0KtVgM4cWEPIObowcTERNQ2sUydSybmmIlpTkREREREy9k5HywMDw/j6quvhsfjwZ49e+BwOORzYvqRmI4UqaenBxaLJeaoAxERERHR+eCcDhYmJiZw7bXXor6+Hm+88ca06UGZmZmwWq2orq6e9rf79+9HWVnZArWUiIiIiGjpOWfXLIRCIdxyyy1499138cILL2Dz5s0xt7vhhhvw0ksvoaOjQz725ptvor6+HjfddNNCNZeIiIiIaMk5Z+ssfPnLX8YPf/hDXHvttbj55punPf/xj38cANDR0YHy8nIkJyfjS1/6ErxeLx555BFkZWWhqqpqTtOQllpeXCIiIiJaXpba9eQ5Gyxs27YNb7311ozPR77tmpoafPWrX8Xbb78NnU6HnTt34rHHHoPdbp/Tay61D5eIiIiIlpeldj15zgYLi2GpfbhEREREtLwstevJc3bNAhERERERnRkGC0REREREFBODBSIiIiIiiumcrrOwWILBINxuNwAgJSUFWq12kVtERERERDR3HFk4C7xeLxobG9HU1ASv17vYzSEiIiIiOi0cWTgLzGYzCgoK5P8nIiIiIlqOGCycBVqtFjabbbGbQURERER0RpbMNKRnn3122mOBQAC7d+9GZ2fnIrSIiIiIiOj8tmRGFu666y78/ve/h8ViwTe+8Q3k5OTg5ptvhtvtRn9/Px599FH83d/93WI3c1ZcLhcALm4mIiIiouVtyQQLo6OjuOOOOxAIBHDbbbdh79692L17NxoaGjAxMYEbb7xxWQQL4XAYjY2NUKlUKCkpQUpKymI3iYiIiIjotCyZYCEtLQ3bt29HKBTCF7/4RQCA3+9HWloaVCoVWltbF7eBsxQXF8fFzURERER0TlgywcKXv/xlXHLJJVAUBWazGR/60Ifg9/uxa9cuVFZWIiEhYbGbOGtc3ExERERE5wKVoijKYjcCOLGYubOzE4FAACUlJXjjjTdgs9nw61//GrW1tfjyl7+MSy+9dLGbeVJ5eXkAgObm5kVuCREREREtR0vtenLJjCx86EMfwssvvwyVSgUA2LBhAz70oQ/hrbfeWuSWnZ5gMAiv1wuz2cxFzkRERES0LC2Z1KlWqxX33HMPAKClpQWXXHIJbrvttkVu1elxu91wu93o7u5mBWciIiIiWraWzDSkYDCIq666CmvXrsUf/vAH/OhHP8LOnTsXu1lzkpeXh3A4jJdffhlWqxVarZYjC0REREQ0a0ttGtKiBgv33HNP1J33oaEh/M///A/Ky8uxbt06AMAvfvGLxWrenIkP9/3332eQQERERERzttSChUVds/CZz3wGHo8n6rGvfOUri9OYeSRqK3DdAhEREREtZ4saLIjRA6GjowPV1dVISkrChRdeiPj4+EVq2fzwer3o7u6Gw+FgcTYiIiIiWnaWzALnX/ziF9i2bRvefvttvPjii9iwYQMOHDiw2M06I2azGQ6Hg8XZiIiIiGhZWrCRhddeew0dHR347Gc/G/P5b3zjG9i/fz8yMzMBnJj3f+edd6KqqmqhmjhvXC4XgBPTkTiiQERERETL1YKNLNxzzz34wx/+MOPzycnJUfP6169fj7a2toVo2rwKh8NobGxEU1MT06YSERER0bK2YCMLQ0NDuOmmm+S/P/nJT6KoqEiu9I6Pj8emTZtkleaBgQFs2LBhoZo3b+Li4uBwONDf34+4uCUzy4uIiIiIaM4WLFj4+7//ezzwwAOw2Wy4/PLL8eyzz+KHP/whbr/99hn/ZtWqVQvVvHmlKAra29sxOTmJxMREJCcnw2azMSMSERERES0rCxYs7Nq1C2azGbfccgsmJyehUqlQVVWFgoICXHTRRUhMTFyoppxVfr8fo6OjSE5ORk9PD44cOYLc3FxUVlZy/QIRERERLSsLXpRtYmICL7/8Mm666SasWLECXV1dCIVCWL16NS6++GL5X1ZW1kI2a17k5eVhaGgIDzzwANatWwe73Q4AHFkgIiIiolk574uyxcfH44YbboDNZsOPf/xjXHrppXjvvfewd+9e7NmzB7/61a/g9XoRCoUWumnzIi4uDklJScjKyoLT6WSAQERERETL1oKPLEQKhUJQq9VRj4XDYRw6dAjl5eWL1KrTl5eXh2AwiPfee48jCUREREQ0Z+f9yEKkqYECcOLO/HIMFAStVouUlBTU19djaGgIw8PDKCkpQW5uLoMHIiIiIlpWFjVYOFf19fVh7969OH78ODweD7Zs2YLU1FQucCYiIiKiZYXBwllgt9tx0UUXYeXKlRgcHER2djb0ev1iN4uIiIiIaE4YLJwFbrcbwIk5Z8XFxWhra0NNTQ2Sk5MRCASYHYmIiIiIlgUGC/MsGAxi9+7d6OzsxIoVK3DxxRdDq9Xi8OHDCIfDCAQCrLtARERERMsCg4V5Njk5CZfLBYPBAADo7u6G0+mE0WiESqWSIwtms3mRW0pEREREdHIMFuZZXFwcTCYTcnNzkZCQgI6ODqSlpaGoqGixm0ZERERENCcMFuaZTqdDZWUlJicnkZGRgYyMDFnJmYiIiIhoOYlb7AacTV6vFw888AB27NgBi8UClUqFZ555Jua2tbW12LFjB8xmMywWCz7xiU+gv79/zq+pUqlQVFQEg8GA/v5+TE5OoqWlBV1dXQgGg2f4joiIiIiIFs45PbIwMDCABx98EDk5OVi3bh12794dc7vOzk5s2bIFSUlJ2LVrF7xeLx599FEcOXIE+/fvh06nm9Pr+v1+dHR0oL29HYqiYGBgAKtXr8aWLVu4qJmIiIiIlo1zOljIyMhAT08P0tPTUV1djYqKipjb7dq1C2NjY3j//feRk5MDAKisrMSVV16JZ555BnfeeeecXtdsNmPNmjXIzs6Gy+VCIBCA1WrlomYiIiIiWlbO6WBBr9cjPT39lNv97ne/wzXXXCMDBQC44oorUFRUhOeff35OwUIwGERraysCgQBMJhOcTidSUlKg1WoRDAah1Wrh8/nQ2dkJlUoFRVGQlZUFo9F4Wu+RiIiIiOhsOaeDhdno6uqCy+XCxo0bpz1XWVmJV155ZU778/v92Lt3L0ZHR6FWq7Fy5UqkpKSgsbERRqMRTqcTfX19qKqqksGDVquF0+mcr7dERERERDQvzvtgoaenB8CJKUtTZWRkYGhoCH6/H3q9ftrzeXl5Uf/u6OhAeno6LrroIjQ3N6OtrQ1msxlZWVkYHR1FW1sbJiYm4PV6kZ2dDavVCrVazWxJRERERLQknffBwvj4OADEDAbi4+PlNrGej0Wr1aKwsBCZmZkoKiqC3W6H3+9Hb28vDh8+jKSkJBiNRuTn5yM9PZ0LnomIiIhoyTrvgwVRadnv9097bmJiImqbqZqbm6P+nZeXh3A4jGAwCKPRiKysLLjdbgSDQZSVlSExMRGBQABpaWnIycmB2WxGMBiEy+XC2NgY1y4QERER0ZJy3gcLYvqRmI4UqaenBxaLZdajCgAQCoXg9XqRkpICr9eLxsZGqFQq5OTkICsrCz6fTy5yrq+vx/j4OD744AN4vV6UlpZi9erVsNls0Gq18/YeiYiIiIhOx3kfLGRmZsJqtaK6unrac/v370dZWdmc9qdWq2WKVL1eD6PRiKGhIXzwwQdobW2F0WhEKBSCWq3GyMgITCYTPB4PwuEwGhoaAJxYWM3pSURERES02M77YAEAbrjhBvzyl79ER0cHsrOzAQBvvvkm6uvr8ZWvfGVO+4qLi5OjAmKtQm1tLYLBIFJTU7F27VoYjUb4fD709PQgIyMDRqMROp0OgUAAycnJrMdAREREREuCSlEUZbEbcTb9+Mc/hsfjQXd3N5544gl85CMfQXl5OQDg7rvvRlJSEjo6OlBeXo7k5GR86UtfgtfrxSOPPIKsrCxUVVXNehqSyI4k1jKI9Qjd3d0YHR1FUlISUlNTYTQaYTab4ff7YTabOeWIiIiIiABMv55cbOd8sLBixQq0tbXFfK6lpQUrVqwAANTU1OCrX/0q3n77beh0OuzcuROPPfbYnNKazvThulwuVFVVobe3F263GwkJCSgsLITBYEAwGITD4UBiYqIs3kZERERE56elFiyc89OQWltbZ7VdaWkpXnvttXl//WAwiP7+fng8Hng8HjQ1NSE+Ph59fX0IBAIIBoMoKipCWloaHA4HSktLmRGJiIiIiJaEcz5YWGihUAj19fUyDarX68Xg4CDMZjPWr1+P8vJymEwmxMXFYXJyEsFgECaTCY2NjTh27BjS0tJYzZmIiIiIlgQGC/MsEAigqqoKWq0WTqcTZrMZJSUl8Hg8GB8fR05OzrRMR8FgEOnp6RgbG2M1ZyIiIiJaMhgszDOdToeKigpYLBa4XC4AQEpKiqy7ECvTkVarRWZm5kI3lYiIiIjopOIWuwHnGrVajaKiIoTDYTQ2NqKpqQlerxdarZYLmImIiIhoWeHIwlliNptRUFAg/38wGITb7QYABg1EREREtCwwWDhLtFotbDab/Lfb7UZjYyNUKhXy8/Oh1WpZY4GIiIiIljQGC/NscnISPp8vKv1pMBhEMBhEbm4uAKC/vx9DQ0MoLi6OCiiIiIiIiJYSBgvzLBAIoK+vLyr9qdfrRX9/PxwOBwDg+PHj6O7uhlqthtlsjgosfD4fOjs7oVKpEAgEkJycDJvNxhEIIiIiIlpwDBbmmU6ni8qEpNfr0d/fj+TkZJkJKSsrC/39/WhoaEBGRkZUYNHX14eqqioEg0EEAgHk5uaisrJyWrpVIiIiIqKzjcHCPNNoNDITkkqlgsFgQFNTE3JychAMBjE2NgaTyYRNmzYhEAjIugpiAbRKpUJZWRl0Op0cWYiVbpWIiIiI6GxjsHAWRGZC0uv1AIChoSG0tbVhaGgIdrsdubm5KCoqklOQvF6vDDBKSko4kkBEREREi47Bwlng9Xqj0qMWFRWhpaUFCQkJKCgogM/nQ3NzM5KSkuQUpKmpVomIiIiIFhuDhXkWDofR3d0Nh8MhRwf8fj+Gh4ehUqlQUFAAvV6Pzs5O6HQ6BINBaLXaaalWiYiIiIgWG4OFeRYOh+FyudDT0wObzYaCgoJpowZarRZWqxXd3d0yUBCjCSzcRkRERERLBYOFeRYMBvHOO+/A5XLB6XQiISEBTqdz2qiB2WyG1WpFf38/XC6XTI/a19cHjUbDdQtEREREtOgYLMwznU6H7du3w+12Iy4uDqOjo9OKtAn9/f2orq7GxMQERkdHkZKSArvdzgxIRERERLQkxC12A841arUaFRUVqKiowOTkJKqqqlBdXQ2fzwfgbylS3W43Wltb0d/fD41GA71ej4yMDCQnJ3MKEhEREREtCRxZmGeTk5Pw+Xwwm80oKSmB1+vF4cOHMT4+juLiYoyNjWFoaAh5eXkoKyuDzWZDa2srXC4XDAYDxsbGoNVq5RSkYDAIr9cr1zoQERERES0UBgvzzO/3o6amBrm5uTAajbBYLOjr60NDQ4MsuiYu/G02GwKBAJqbm2GxWKDT6aDRaNDd3Q2fzwebzQav1zstuxIRERER0UJgsDDPtFotRkdH0dTUhPz8fKxevRp5eXnweDwYHByEx+PBihUr5IW/3W5HZWUlLBYLwuEw+vv78e6770Kv12P9+vWw2+0wGo2yuBsRERER0UJhsDDPdDodiouL4fF4EAwGYbPZYLPZ4Ha7MTIyAo1Gg5GREbS2tiIQCECn02FsbAytra1obW2FyWSCTqdDXFwcWltb0dvbC6PRiOTk5JiLpImIiIiIzhYGC/MsFAqhu7sbo6OjGBkZgdFoREpKilzD0NbWhiNHjmB0dBTBYBApKSkYGRlBY2MjGhoaYLFYUFhYiNzcXHR0dGB8fBxlZWVISkpCW1sbtFotnE4nAwciIiIiOusYLMyzQCCAw4cPw+l0IicnR6ZAFWsU9Ho9XC4XBgYGEAqFYLVa4XQ6sXbtWrS3t0OtVqO/vx91dXXo6OiAxWJBamoqOjo60N7eDofDgWuuuQZOp3OR3ykRERERnesYLMwznU6HtWvXQqVSwWg0TstgFA6HAZxYCK0oCsbHx2G1WlFSUoItW7agvr4eR48eRWZmJi666CKYzWaMjo6it7dXFnjT6XQIBoPMjkREREREZxWDhXmmVqtRVlYm051OZTabUVZWhszMTACQaxHMZjPcbjdqa2vR0tICADCZTEhNTcXExATS09Oxdu1aZGdnw+PxyOlNRERERERnC4OFs0Cr1UKv16Ozs1NmM4qsl5CZmQmbzQaXy4X+/n6MjY3JwCIUCmFoaAj19fVwu91ISEhAKBSCxWJBeXm5rPDc398PvV7PtQtEREREdNYwWDhLOjs78c4776C4uBj5+fkAgO7ubiQlJSErKwterxcHDhxAVVUVAoEAioqKYLVaodPpsHPnTlx88cUYGBgAANTW1qK1tRXHjx/Hvn37oNFo0NfXh9TUVKSnp8Nms6GgoICBAxERERHNKwYLZ4nJZILZbEZPTw+GhoawYsUKGI1GjIyMyBEGp9OJjo4O1NbWYs+ePQiHw0hLS8N1112HK664An6/H3Fxcaivr0dbWxv6+/vx5ptvYnR0FAkJCZiYmMDk5CQKCgpwxRVXYPPmzQwYiIiIiGjeMFg4S2w2G7Zs2YL+/n40NjaisbERNpsNIyMjMpAoKipCcnIyNm7cCLfbjXA4DEVRoNfr0dfXh+HhYQSDQbhcLthsNgCA1+tFXFwc0tLSoFKpMDY2hvHxcfz3f/83qqursWbNGpSWlsLhcHABNBERERGdEQYLZ4lWq0VKSgqCwSCsVisGBgZw4MABHDhwAEajUS5qFrUWACAxMREjIyPQ6XRQq9XQaDTo6OjA2NgY9Ho93G43+vv74ff70dnZicTEROTn56OjowNNTU3w+XxIT09Hbm4usrKykJ6eDq1Wi7GxMYRCIYyNjSElJQWZmZnYsGEDcnNzZxVQ+Hw+dHZ2QqfTQavVIhgMYmxsDCaTSS60Fo9HLux2u90ya5PZbIbX64XP58PY2Bh0Oh0CgQAmJyfR2dmJ+Ph49Pf3w+fzwe/3w2g0wuFwwOl0wmAwAACCwSB6enrQ1dUFvV4v2x4fHw+n04nk5GS0tLRgaGgIJpMJcXFxmJycRDAYhMPhQGJiolxLEgwGYTKZ4PF4ZKAGnFiAvmbNGhiNRrmmJBgMRvXH5OQkxsfHoSgKuru7YbVa4fV6oVarMTk5CbPZDKPRCLfbDavVCpPJBJPJJIvwRf5vcnIyUlJS4PV6EQwGZd/G2s5ms806AAwGg+jq6kJLSwv8fn/UcxqNBgkJCXJ0y2g0Rn3G4tiM/LxMJhMAyP4PBoMYHByU629EGmDxWpOTkzh48CC8Xi8MBgOKi4uRnJwsixBmZWVhdHRUvp74rnR2dkKlUkW998nJSfT29iIjIwNqtXpaX0w97lpbW1FfXw+z2QyVSgWHwwGNRhPzmI3sL7GPk/Wx6CeTyTStDS6XCx6PRx7TaWlpSEhIQF9fH/x+P+Lj42GxWNDX1wev1wubzQadTgfgxPnCZDJBURRkZWXJz6S+vh5DQ0NIS0tDQUEBAMjXN5vN6Ovri+rDqW0PBoNwu93TPsf+/n643W7ExcVBq9XC7XYjJSUFoVAISUlJcnqj+F6L73IwGEQgEJBtjHzv3d3dGB8fR3Jysnyt4eFh6HQ66PV6WK1WpKSkoKurC8eOHUNcXBwSEhJgsVjg9/tRVFSEpKQkeez29PRM20fk92hsbEzWnRH9EnmOCgQCsFgsaGlpQVtbm/zMNBoNOjs7odFo4HK5kJGRgbi4OLnvvr4+eX4R35W4uDh5XI+Ojsq26/V6JCcnQ6vVynP+1ONK9L/H48H4+DhGR0cRDoflvhRFQUJCgsx2dzo3esRnID5XUeBTq9VCp9Ohvb0dq1atkuf8k52TY31HYn0/pn5OfX198Hg8iI+Pl9t4PB4cP34cw8PDcLvdyM/Ph9VqRTAYRFxcHJKTk+H1eqEoCsLhMHQ6HRISEpCUlITm5maMjo7C5/PBbrdDr9fL3wabzYbMzEw4HA4MDQ1hfHwcra2t8Pl8GBwchN1uh9Vqhd1uh9/vj+r3+Ph4JCQkYGBgAPn5+UhOTkZDQwPC4TC6urrQ0dGB3Nxc9Pf3Y3JyclpWQ3FMGAwGJCQkyHOC0+mE0+mM+l5qtVr4fD60trbC6/UiJycHK1eulOsYp54zNBoNuru7YTKZoFKpZF+K1xTHWzAYhMfjgdPpRDgcxvDwsCzgmpiYOO231e12y2NaHHcejwcejwcrVqyA1WqV5wGDwYDu7m6kpqbKfrdardPOd+L3Rdyw1GhOXE4mJiZifHwcOTk5UKvVc/otm/o7FHkMivPhyMgIkpOT0dfXh97eXgSDQeTk5CAuLg56vR6Dg4Pwer0oLi5GfHx81PHs8/lw7NgxhMNh+ZsljjvRRo/Hg5aWFtTW1mJ8fBwTExOwWCyYmJiARqOBwWBAamoq0tLSkJubi5GREQwPD8PlcsFkMqGgoECuVY2Li0NLSwtsNhscDgeAE9dFw8PDGBgYkOc38bmNjY1hdHQUg4ODCAQCS+qGL4OFsyQYDKKlpQUHDhyAy+VCUlIShoaG4HK50NjYiKGhIYRCITmSAJxIuyoOSEVREB8fLy+eR0dHEQgETvm6DQ0N2LNnz9l+e0RERER0FqhUqiWV8ZLBwlni9XrR29uL3t5eNDQ0yCxHwIk74eLuirij7fP5ZGAg7oqJuy1iGyIiIiI6tymKAq/Xu9jNkBgszLNgMIj//u//lsP7ubm5UKvVcshQDIVlZ2cjHA5DrVZjYGAAtbW16O7uhqIo6Ovrw8DAAILBIFQqlRyiFsPowIngor29HW1tbVCpVHK9g8/ng0qlQigUQjAYlMNmarUaiqJgYmJCLowOhUKzek8qlQoajUYGLmq1Wr7mTPtQqVRQqVRQFCXqf4ETtSgit4uLi5P9JbZRFEUGTaFQCHFxcVCpVHJ6VuR2k5OTmJychKIoUc8JkUGXoiiy/QAQFxcn+yYuLg7hcBgTExNyO9FW0f7IfYshVjFNSbwPEQSq1WqEQiGEQiGEw2E5lUFRlKjXC4fDso9E28Q24jXFPuZCtE+8v8g2iD4Tn59ou3iNqZ+XaE/kPrVaLcbHxxEKhaBSqeRnID6n+Ph4qNVqhMNhGQRHvm8AUf8r2iC2iWyHGD4Xx5yiKDO+b41GI/cFQH6PTnXMRrZrJmK/sdqgVqvlcSreh3gvoi8j36fYh/hshMh963Q6aDQaOQVIfBfF8SCG/k/WJ5HfNyD6Oyf6SBy34tiben4Qx4DYdurriT6PfA3xfOQ+w+GwTC0tHhPbieMDODEtS/Rh5D7Ed1i8BzGdJ9Y5SvS3RqOBTqeT5xRFUeT0L41GM22aXuT5IbLdkf0m2qEoivwsxPE1ta/FviKPS/FdEm0W55BgMIjJycmYn+OpxMXFQaPRyPcr+kW837GxMblv0f7IY0D8W7ynyM83sj+m9pU4BsW5VBD7S0hIkFOfRkZGEAwG5fEkplqIdorXDYVC0Ov1cv+BQED2sTg2RV+J841Op5N9IM5v4vOObKfoA7VaDb/fL6ehiN8gMSVFtEt8LwTxeYnPWxx7YupP5HlW9J1Go4FWq4Xf74+aISDapFKpoqYkTk5ORh1nM50rxOuLY1P0u/iOiONeTJGN/N6LaU7j4+NRv1miDeK3N/I7EPmexO+jVquVv3WR5zzRt5HXArHew1QzndNEP4r3KT7zqZ+H+BwnJiaifjfFc2If4lia2kbRL4mJibJfxXRqcVyJYysQCMi+0Ov1CIfD8Pl88hgTz019HfFeIj/HyO+jmIqbkJAwYz8tNAYL82xiYgIvvPACNBoN7HY7QqEQAoEAhoaG4HQ6UVpailWrViErKyvmfGcxZ07Moxfz8WPNYx0eHpZzs6fOu4s191TMnwUQc34z0XLk8/nQ19cXs6YJj3EiIlpOgsEgCgsLo4LOxaZSTnaLjuYkLy8PwWAQP/7xj+X6g+bmZtjtdgSDQdjtdmYqIiIiIqIZ5eXlAQCam5sXuSUncGRhnmm1Wlx//fUA/nbHU6fTyelCiYmJDBSIiIiIaFlYOmMci8jv9+P++++Hw+GAwWDApk2b8Prrr5/xfo1GI5xOp6ywnJ+fL9M7EhEREREtdQwWANxxxx34/ve/j4997GP44Q9/CLVajb/7u7/D22+/PS/712q1sNlsc8qTT0RERES02M77NQv79+/Hpk2b8Mgjj+Dee+8FcGKR8urVq2Gz2fDOO+/Mel9LbY4ZERERES0vS+168rwfWXjxxRehVqtx5513ysfi4+Pxmc98Bu+++y46OjoWsXVERERERIvnvA8WDhw4gKKiIiQmJkY9XllZCQA4ePDgIrSKiIiIiGjxnffZkHp6epCRkTHtcfFYd3f3jH8rhomElpYWaDSaaY8TEREREc1GR0dHVOG2xbZ0WrJIxsfHodfrpz0eHx8vn5+L2VZFppmJqV/Z2dmL3JLlj305P9iP84d9OT/Yj/OHfTk/2I/zJxQKLanryfM+WDAYDPD7/dMen5iYkM/PZOrCk6W2IGW5Yj/OH/bl/GA/zh/25fxgP84f9uX8YD/On6U2Q+W8X7OQkZGBnp6eaY+LxxwOx0I3iYiIiIhoSTjvg4WysjLU19djZGQk6vF9+/bJ54mIiIiIzkfnfbBw4403IhQK4amnnpKP+f1+PP3009i0aRPn3hERERHReeu8L8oGADfffDN+//vf4ytf+QoKCgrwy1/+Evv378ebb76JLVu2LHbziIiIiIgWBYMFnFjM/I1vfAPPPvss3G431q5di4ceeghXXXXVYjeNiIiIiGjRMFggIiIiIqKYzvs1C0REREREFBuDBSIiIiIiionBAhERERERxcRg4Qz5/X7cf//9cDgcMBgM2LRpE15//fXFbtaCq6qqwhe/+EWUlpbCZDIhJycHN998M+rr66dtW1tbix07dsBsNsNiseATn/gE+vv7p20XDofxve99D06nE/Hx8Vi7di3+8z//M+brz3afy9G3v/1tqFQqrF69etpz77zzDi6++GIYjUakp6fjnnvugdfrnbbdXI7T2e5zufjggw9w3XXXwWKxwGg0YvXq1fjRj34UtQ378dQaGhpw6623IisrC0ajESUlJXjwwQfh8/mitmNf/o3X68UDDzyAHTt2wGKxQKVS4Zlnnom57WKeF+eyz8Uwm34Mh8N45plncN111yE7OxsmkwmrV6/Gt771LUxMTMTc73/8x39g5cqViI+PR2FhIf7t3/4t5nZdXV24+eabkZycjMTERFx//fUzVime7T4Xy1yOSSEYDGLVqlVQqVR49NFHpz3PY/Lk/RgOh/HEE0+grKwMBoMBqampuOyyy3Do0KFp2y3ZflTojNx6662KRqNR7r33XuXJJ59UNm/erGg0GmXPnj2L3bQFdcMNNyjp6enK3Xffrfz85z9XHnroIcVutysmk0k5cuSI3K6jo0NJS0tT8vPzlR/+8IfKt7/9bSUlJUVZt26d4vf7o/b5j//4jwoA5e///u+Vp556Stm5c6cCQPnP//zPqO3mss/lpqOjQzEajYrJZFJKS0ujnjtw4IASHx+vlJeXK0888YTyz//8z4per1d27NgxbT+zPU7nss/l4LXXXlN0Op2yadMm5fvf/77y1FNPKffff79y3333yW3Yj6fW3t6uJCcnK7m5ucp3vvMd5cknn1TuuOMOBYBy3XXXye3Yl9FaWloUAEpOTo6ybds2BYDy9NNPT9tusc+Ls93nYplNP46OjioAlAsuuED51re+pTz11FPKpz71KSUuLk7Ztm2bEg6Ho7b/2c9+pgBQbrjhBuWpp55SPvGJTygAlO9+97vT9ltYWKjYbDbl4YcfVr7//e8r2dnZSlZWljIwMHBa+1xMsz0mIz322GOKyWRSACiPPPLItOd5TJ68H2+//XZFo9Eon/70p5Wf//znyg9+8APl9ttvV/70pz9FbbeU+5HBwhnYt2/ftC/P+Pi4kp+fr2zevHkRW7bw9u7dO+0gra+vV/R6vfKxj31MPvb5z39eMRgMSltbm3zs9ddfVwAoTz75pHyss7NT0Wq1yl133SUfC4fDyiWXXKJkZWUpk5OTc97ncnTLLbcol112mbJ169ZpwcLVV1+tZGRkKMPDw/Kxn//85woA5bXXXpOPzeU4ne0+l4Ph4WHFbrcrH/7wh5VQKDTjduzHU/v2t7+tAFCOHj0a9fgnP/lJBYAyNDSkKAr7cqqJiQmlp6dHURRFqaqqmvGCYjHPi3PZ52KZTT/6/X5l79690/72m9/8pgJAef311+VjPp9PSU1NVXbu3Bm17cc+9jHFZDLJ41lRFOXhhx9WACj79++Xj9XW1ipqtVr5p3/6p9Pa52Ka7TEp9PX1KUlJScqDDz4YM1jgMXnyfvztb3+rAFD+67/+66T7W+r9yGDhDNx3332KWq2O+hFTFEXZtWuXAkBpb29fpJYtHevXr1fWr18v/22z2ZSbbrpp2nZFRUXK5ZdfLv/9k5/8RAGg1NTURG3361//WgEQdfdxtvtcbt566y1FrVYrhw8fnhYsDA8PKxqNJuoOuaKc+ME0m83KZz7zGfnYbI/TuexzOXjiiScUAMqxY8cURVEUr9c7LWhgP87O/fffrwBQ+vv7pz0eFxeneL1e9uUpnOyCYjHPi3PZ51IwmwvcSIcPH1YAKD/60Y/kYy+//LICQHn55Zejtn3nnXcUAMqvfvUr+VhFRYVSUVExbb/bt29X8vPzT2ufS8Vs+vJTn/qUUllZqTQ3N8cMFnhMnrwfN23apFRWViqKoiihUEjxer0x97HU+5FrFs7AgQMHUFRUhMTExKjHKysrAQAHDx5chFYtHYqioK+vD2lpaQBOzPt0uVzYuHHjtG0rKytx4MAB+e8DBw7AZDJh5cqV07YTz891n8tJKBTC3Xffjc9+9rNYs2bNtOePHDmCycnJae9bp9OhrKxsWl/O5jidyz6XgzfeeAOJiYno6upCcXExzGYzEhMT8fnPf17OYWY/zs62bdsAAJ/5zGdw8OBBdHR04Le//S2eeOIJ3HPPPTCZTOzL07TY58XZ7nO56u3tBQD5OwT87T1N7Z8NGzYgLi5OPh8Oh3H48OEZ+7GpqQmjo6Nz2udysn//fvzyl7/ED37wA6hUqpjb8Jic2cjICPbv34+Kigp87WtfQ1JSEsxmM/Ly8vD8889HbbvU+5HBwhno6elBRkbGtMfFY93d3QvdpCXlueeeQ1dXF2655RYAJ/oLwIx9NjQ0BL/fL7e12+3TTlBT+3Yu+1xOfvazn6GtrQ0PPfRQzOdP9b4jj73ZHqdz2edy0NDQgMnJSVx//fW46qqr8Lvf/Q6f/vSn8bOf/Qyf+tSnALAfZ2vHjh146KGH8Prrr6O8vBw5OTm49dZbcffdd+Pxxx8HwL48XYt9XpztPper733ve0hMTMTVV18tH+vp6YFarYbNZovaVqfTITU1Vb5n0U+zPVZns8/lQlEU3H333bjllluwefPmGbfjMTmzpqYmKIqC3/zmN/jFL36B733ve3juuedgtVpx66234tVXX5XbLvV+1Mx6S5pmfHwcer1+2uPx8fHy+fNVXV0d7rrrLmzevBm33347gL/1x6n6TK/Xz7pv57LP5WJwcBD/8i//gm984xuwWq0xtznV+4489uarL5fb8ez1euHz+fAP//APMvvRRz7yEQQCATz55JN48MEH2Y9zsGLFCmzZsgU33HADUlNT8fLLL2PXrl1IT0/HF7/4RfblaVrs8+K5/Du2a9cuvPHGG/jpT3+K5ORk+fj4+Dh0Ol3Mv4k8rmbbj3PZ53LxzDPP4MiRI3jxxRdPuh2PyZmJjG2Dg4N47733sGnTJgDAddddB6fTiW9961vYsWMHgKXfjwwWzoDBYIh511pMcTAYDAvdpCWht7cXO3fuRFJSEl588UWo1WoAf+uP2fTZbPt2LvtcLr7+9a/DYrHg7rvvnnGbU73vyPc8X3253PpRtPe2226LevyjH/0onnzySbz77rswGo0A2I+n8pvf/AZ33nkn6uvrkZWVBeBE4BUOh3H//ffjtttu4zF5mhb7vHiu/o799re/xde//nV85jOfwec///mo5wwGAwKBQMy/izyu5tqPs9nncjAyMoJ/+qd/wn333Yfs7OyTbstjcmainU6nUwYKAGA2m3Httdfi2WefxeTkJDQazZLvR05DOgMZGRlySCiSeMzhcCx0kxbd8PAwrr76ang8Hrz66qtRfSCGvmbqM4vFIqPgjIwM9Pb2QlGUadsBf+vbuexzOWhoaMBTTz2Fe+65B93d3WhtbUVraysmJiYQDAbR2tqKoaGhU77vqf0+m+N0LvtcDkR77XZ71ONimoDb7WY/ztJPf/pTlJeXy0BBuO666+Dz+XDgwAH25Wla7PPibPe5nLz++uv45Cc/iZ07d+JnP/vZtOczMjIQCoXgcrmiHg8EAhgcHJTvWfTTbI/V2exzOXj00UcRCARwyy23yN+gzs5OACfOm62trTIw4jE5s5l+g4ATv0PBYBBjY2MAln4/Mlg4A2VlZaivr8fIyEjU4/v27ZPPn08mJiZw7bXXor6+Hi+99BJWrVoV9XxmZiasViuqq6un/e3+/fuj+qusrAw+nw+1tbVR203t27nsczno6upCOBzGPffcA6fTKf/bt28f6uvr4XQ68eCDD2L16tXQaDTT3ncgEMDBgwen9eVsjtO57HM52LBhA4ATfRpJzNO0Wq3sx1nq6+tDKBSa9ngwGAQATE5Osi9P02KfF2e7z+Vi3759+PCHP4yNGzfi+eefh0YzfQKFeE9T+6e6uhrhcFg+HxcXhzVr1sTsx3379iEvLw8JCQlz2udy0N7eDrfbjdLSUvkbdMkllwA4MbXL6XTi2LFjAHhMnozD4UB6evq03yDgxO9QfHx81PGzpPtx1nmTaJr33ntvWiqxiYkJpaCgQNm0adMitmzhTU5OKtddd52i0WimpY6L9A//8A+KwWCISiv7xhtvKACUJ554Qj7W0dExY37gzMzMqPzAs93nctDf36/8/ve/n/ZfaWmpkpOTo/z+979XDh8+rCiKouzYsUPJyMhQRkZG5N//+7//uwJA+eMf/ygfm8txOtt9LgcffPCBAkD56Ec/GvX4bbfdpmg0GqWrq0tRFPbjbFxzzTWKTqdTjh8/HvX4hz70ISUuLo59OQsnS6+4mOfFuexzKThZPx47dkxJTU1VSktLT1rXwOfzKRaLRbnmmmuiHv/4xz+uGI1GZXBwUD723e9+VwGgVFVVycfq6uoUtVqt3H///ae1z6Vipr58//33p/0GPfnkkwoA5Y477lB+//vfKx6PR1EUHpOKcvJj8ktf+pICIKoAW39/v5KYmKj83d/9nXxsqfcjg4UzdNNNN8k84E8++aRy4YUXKhqNRnnrrbcWu2kLSnwhrr32WuVXv/rVtP+E9vZ2JTU1VcnPz1d+9KMfKbt27VJSUlKUNWvWKBMTE1H7vO+++xQAyp133qn8/Oc/l5UHn3vuuajt5rLP5SpWUbb3339f0ev1UZVt4+Pjle3bt0/7+9kep3PZ53Lw6U9/WgGg3HzzzcpPfvIT5aabblIARBVTYj+emqj5YbPZlAcffFD5yU9+olx99dUKAOWzn/2s3I59Od2//du/KQ899JDy+c9/XgGgfOQjH1Eeeugh5aGHHpIXXIt9XpztPhfTqfpxZGREyc7OVuLi4pTvfve7036D3nnnnaj9iRz0N954o/Lzn/9cFhj89re/HbXdyMiIkp+fr9hsNuV73/ue8vjjjyvZ2dmKw+FQXC7Xae1zsc3mmJxKVCyOVcGZx+TM/djb26tkZGQoCQkJygMPPKB8//vfV4qKihSDwaAcPHgwan9LuR8ZLJyh8fFx5d5771XS09MVvV6vVFRUKK+++upiN2vBbd26VQEw43+Rjh49qmzfvl0xGo1KcnKy8rGPfUzp7e2dts9QKKTs2rVLyc3NVXQ6nVJaWqo8++yzMV9/tvtcrmIFC4qiKHv27FEuvPBCJT4+XrFarcpdd90VdQdWmMtxOtt9LgeBQED513/9VyU3N1fRarVKQUGB8vjjj0/bjv14avv27VOuvvpqJT09XdFqtUpRUZHy7W9/WwkGg1HbsS+j5ebmznhebGlpkdst5nlxLvtcLKfqR3ExO9N/t99++7R9PvXUU0pxcbGi0+mU/Px85fHHH1fC4fC07To6OpQbb7xRSUxMVMxms3LNNdcoDQ0NMds5230uptkek5FOFizwmDx5PzY1NSkf/vCHlcTERMVgMCiXXXZZVEVwYSn3o0pRpqx8ICIiIiIiAhc4ExERERHRDBgsEBERERFRTAwWiIiIiIgoJgYLREREREQUE4MFIiIiIiKKicECERERERHFxGCBiIiIiIhiYrBAREREREQxMVggIqIlaffu3VCpVNi9e/diN4WI6LzFYIGI6DzxzDPPQKVSobq6GgDwyiuv4F//9V8Xt1EAfvrTn+KZZ55Z7GYQEVEMDBaIiM5Tr7zyCr75zW8udjNmDBa2bNmC8fFxbNmyZeEbRUREABgsEBHRPFIUBePj4/Oyr7i4OMTHxyMujj9VRESLhWdgIqLz0B133IGf/OQnAACVSiX/E8LhMH7wgx+gtLQU8fHxsNvt+NznPge32x21nxUrVuCaa67Ba6+9ho0bN8JgMODJJ58EADz99NO47LLLYLPZoNfrsWrVKjzxxBPT/r6mpgZvvfWWbMO2bdsAzLxm4YUXXsCGDRtgMBiQlpaGj3/84+jq6pr2/sxmM7q6uvChD30IZrMZVqsV9957L0Kh0Hx0IRHReUGz2A0gIqKF97nPfQ7d3d14/fXX8atf/Srm88888ww+9alP4Z577kFLSwt+/OMf48CBA9i7dy+0Wq3c9vjx47jtttvwuc99Dn//93+P4uJiAMATTzyB0tJSXHfdddBoNPjDH/6AL3zhCwiHw7jrrrsAAD/4wQ9w9913w2w245//+Z8BAHa7fcZ2izZVVFTgO9/5Dvr6+vDDH/4Qe/fuxYEDB5CcnCy3DYVCuOqqq7Bp0yY8+uijeOONN/DYY48hPz8fn//85+ejG4mIzn0KERGdF55++mkFgFJVVaUoiqLcddddSqyfgT179igAlOeeey7q8VdffXXa47m5uQoA5dVXX522H5/PN+2xq666SsnLy4t6rLS0VNm6deu0bf/85z8rAJQ///nPiqIoSiAQUGw2m7J69WplfHxcbvfSSy8pAJR/+Zd/kY/dfvvtCgDlwQcfjNpneXm5smHDhmmvRUREsXEaEhERRXnhhReQlJSEK6+8EgMDA/K/DRs2wGw2489//nPU9k6nE1ddddW0/RgMBvn/h4eHMTAwgK1bt6K5uRnDw8Nzbld1dTVcLhe+8IUvID4+Xj6+c+dOlJSU4OWXX572N//wD/8Q9e9LLrkEzc3Nc35tIqLzFachERFRlIaGBgwPD8Nms8V83uVyRf3b6XTG3G7v3r144IEH8O6778Ln80U9Nzw8jKSkpDm1q62tDQDkNKdIJSUlePvtt6Mei4+Ph9VqjXosJSVl2roLIiKaGYMFIiKKEg6HYbPZ8Nxzz8V8fuoFeOQIgtDU1ITLL78cJSUl+P73v4/s7GzodDq88sorePzxxxEOh89K2yOp1eqz/hpEROc6BgtEROepyOxHkfLz8/HGG2/goosuihkIzMYf/vAH+P1+/M///A9ycnLk41OnMJ2sHVPl5uYCOLGg+rLLLot67vjx4/J5IiKaP1yzQER0njKZTAAAj8cT9fjNN9+MUCiEhx56aNrfTE5OTts+FnFXX1EU+djw8DCefvrpmO2YzT43btwIm82Gn/3sZ/D7/fLxP/7xj6itrcXOnTtPuQ8iIpobjiwQEZ2nNmzYAAC45557cNVVV0GtVuPWW2/F1q1b8bnPfQ7f+c53cPDgQWzfvh1arRYNDQ144YUX8MMf/hA33njjSfe9fft26HQ6XHvttfjc5z4Hr9eLn//857DZbOjp6ZnWjieeeALf+ta3UFBQAJvNNm3kAAC0Wi0efvhhfOpTn8LWrVtx2223ydSpK1aswFe+8pX56xwiIgLAYIGI6Lz1kY98BHfffTd+85vf4Nlnn4WiKLj11lsBAD/72c+wYcMGPPnkk/ja174GjUaDFStW4OMf/zguuuiiU+67uLgYL774Ir7+9a/j3nvvRXp6Oj7/+c/DarXi05/+dNS2//Iv/4K2tjZ873vfw+joKLZu3RozWABOFFszGo347ne/i/vvvx8mkwkf/vCH8fDDD0fVWCAiovmhUiLHiImIiIiIiP6KaxaIiIiIiCgmBgtERERERBQTgwUiIiIiIoqJwQIREREREcXEYIGIiIiIiGJisEBERERERDExWCAiIiIiopgYLBARERERUUwMFoiIiIiIKCYGC0REREREFBODBSIiIiIiionBAhERERERxcRggYiIiIiIYvr/EHLFC/lJvq4AAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result.display_samples();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can address this by removing the first few events" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result.burnin(2000)\n", "result.display_samples();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The corner plot shows nice uncertainties as well" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result.display_corner();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This fit result still acts like a normal fit result, and you can still print it to get Gaussian uncertainties (the covariance of the parameters). These are quite similar to the results obtained through the Gaussian-approxmating LeakageLib fit (see the point source example).\n", "\n", "You can also access the `result.samples` array to get all the fit samples, and `result.samples[result. sample_mask]` to get all the samples after the burnin was removed." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "FitResult:\n", "\tq (src) = 0.4666 +/- 0.0721\n", "\tu (src) = -0.0260 +/- 0.0749\n", "\tf (bkg) = 2.1820 +/- 0.0436\n", "\n", "Polarization:\n", "\tPD (src): 0.4674 +/- 0.0721\n", "\tPA (src): -1.5933 deg +/- 4.5935\n", "Likelihood 17886.600143040232, dof 15891\n", "MCMC fit\n", "\n", "All samples: [[ 7.23558699e-01 1.22015827e-03 1.33389783e+01]\n", " [ 7.83897305e-01 -3.89750924e-01 2.09590413e+01]\n", " [ 9.52895964e-01 5.36160994e-01 2.01392027e+01]\n", " ...\n", " [ 4.92181657e-01 -1.64708106e-02 2.18119864e+00]\n", " [ 4.91316536e-01 -3.91099556e-02 2.20751338e+00]\n", " [ 4.59765405e-01 -1.92532946e-02 2.23687075e+00]]\n", "\n", "Samples after burnin: [[ 0.42312855 -0.03353723 2.17694902]\n", " [ 0.33382468 -0.01372145 2.16199754]\n", " [ 0.58382084 -0.03081405 2.17405479]\n", " ...\n", " [ 0.49218166 -0.01647081 2.18119864]\n", " [ 0.49131654 -0.03910996 2.20751338]\n", " [ 0.4597654 -0.01925329 2.23687075]]\n" ] } ], "source": [ "print(result)\n", "\n", "print(\"\\nAll samples: \", result.samples)\n", "print(\"\\nSamples after burnin: \", result.samples[result.sample_mask])" ] } ], "metadata": { "kernelspec": { "display_name": "base", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.2" } }, "nbformat": 4, "nbformat_minor": 2 }