{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pickle\n", "import matplotlib.pyplot as plt \n", "import glob\n", "\n", "dset_dir = '../data/96IC_pkl/'\n", "model_weights_dir = \"../model_weights/model_weights_pkl/\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Loading Trajectories" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "full trajectory shape: (96, 4, 1000001)\n", "time shape: (1000001,)\n", "u_dt: 0.001\n", "\n", "train shape: (96, 4, 100000)\n", "test shape: (96, 4, 900001)\n" ] } ], "source": [ "# open a single trajectory file\n", "SYSTEM_NAME = 'hyper_bao' # 'lorenz', 'rossler', 'hyper_bao', 'hyper_lorenz', 'hyper_wang', 'hyper_xu', 'nosehoover', 'sakarya'\n", "\n", "fname = dset_dir + \"{}_trajs_96IC.pkl\".format(SYSTEM_NAME)\n", "with open(fname, 'rb') as f:\n", " data = pickle.load(f)\n", "U_all = data['U_all']\n", "t = np.array(data['t'])\n", "u_dt = t[1] - t[0]\n", "\n", "print(\"full trajectory shape: \", U_all.shape) # num_ic x num_dims x num_steps\n", "print(\"time shape: \", t.shape)\n", "print(\"u_dt: \", u_dt)\n", "\n", "# train test split\n", "test_perc = 0.9 # 100 \"seconds\" for training, rest for testing (I generated 1000 \"seconds\" of data)\n", "split_idx = int((1-test_perc) * U_all.shape[2])\n", "U_train = U_all[:, :, :split_idx]\n", "t_train = t[:split_idx]\n", "U_test = U_all[:, :, split_idx:] \n", "t_test = np.linspace(0, U_test.shape[2]*u_dt, U_test.shape[2]) # start testing data at t=0\n", "\n", "print(\"\\ntrain shape: \", U_train.shape)\n", "print(\"test shape: \", U_test.shape)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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ms7j8sVEybLOQyHcfgVBAVwmPfODjMaJkS8VAEtlCH7/J74X3MNd9i81EahoflLTpk9mr5f+vkSgWnbmziB6vsjcfuBEUrxaCSvN4JcE1T44V335kpHhnql4ssVAJnEnixIvp8Vq5qU66+sFjA6FkGOUrMhefKjru8bJb/XQBJ6VtZLFjUa/CdxDjDpa9XIpypgq86fgOM7gX6/EqY/rhJM8LuW5AXnLtU+Osx8zPWGDhmfG4M9LoFzrcqALzwbTCrwUcG0nHvx5qJUoKmm+j18HjBxIOad1IcpU0VkOPoXLH2zPE8Bkrxbcezj0ixIR8FeybXposLn7gU/Hm5KWFaxPqY5+9GPdzsdY01xiG0Lz3Z6yIeWxd7Xly5Hzx4rhFOdOwlyKCARuu9AgSfSA3NpMBpaoFiLpB8WohyNURA5teqa2MLnycsfoppqFCW1WSeLGKlcxLF9LabXaLaSUBe39cgiw84+1vTRe3vTlde17KesaxoOlhKHzBSeyYwt8pi14S4GtxQqyvMO+7qYIgxR1ZKTleLnz6hf5OZi7fGAsRbofyLzWSBMNz+0ynJFO9mOsCeE8+/SLu8c8XmqW9gIMjqUCoW/xLO0ipocKlwGNFBittQOqCgWepzzPOWFacGoP5EjK8ND7tcX74o7mFaRDpN595lGvdrFtfnSpDtKlSnHQMQ84ykFF897HP0+1B7efm6JJ1W6RX/vpnJmg5oUnythKHwib02Jn2J1pH09SWeNtE0VDdAjSvoHi1GFTlFE991B+Hieue4Ys/5gPY0J8fs8gZSpSLVdl3bkO4xgm3DZc5P/l6sYopYOHno4QAeCGrJCUMP5OrmyHs9P7hX4i/vf+F9P6ZrXx8nDvexFJkc6JCB95wklgdX5u4VBbX1JQ67T72831Hj+/GBffixkNzFbXMF66mYcF1+IwV4vS/fih+98oUq2XWzRSWKugGX0xh4KfPjhff/MdIa+J7rsjXeg59DO+iloTV5efxSpUtg6oJuL0ayQLx7mvrdwnHU8HyogtIJoPnqs9za+8owfM8/PFcMW7BOjFsmpvAg5sPuPi0jMBAGws3jaB4tcIGlEullxpwebzy8/bBXH129EKNPdJUuw4Dv5M65l1pe20R53FNuVJzJkBQvFoIchmL70xbLmmwX85YsYoBuMdPn5sgfvK0PUQoV/guPD95erzML7r0kVFFsWyD8Pu/CUvECg8mMX/Fi1pM0f1cQmoqJVkE821PIaAXh+Qbjq2Am7Y2WOPaOVKA+gZ9E9O8WmQzoPXBXFCv/pqnxsrimu/PWGlUtrhxmSSE0Aa9gHSVHsZEzqsUxcsF/HoeeD9dxPzpzxfqxzBeUgov3oQE60IxFa+3pqRDX31YFpNAFxiTj41/fjpPXP7Y5+JHT47Ny6uClZRSD1GqBGJB1/SGcXvxWkdrmCUVSos1VwsVnlbI8V7XmF33fVqnrf8JaN9xYfV8+r8t8qyDAurrscVKC84B1DxFjsfRjI45jJG/vD1T/Py/E2Uh7VwUXy4sNMlz4LxIKuuUK8FZIREUrwpGksTfJNcqJEbPSyefT1myIe9r0Ynu22RTAVUsKCcJNTT1878/my9+/J9xecfj44W5rp6sXAk27mc+XyhZBP/ffyeKUsNFzwzff/WhEeJnz03Qnh+H6sRyvLBXK2WvTQTf4Th0KoAntR7STWnRui3Z+3pey5f+mLsGFepwH8Q9gC0j1BA/FxZ8bP3gYv/yEWyTUFX7LCHQjkc/nhutiUlBcyryhd5Hyc9/6MM0ocgHM1fm5/HKUwEsJPAaRXMFXfOHoxVPSrVdrG4oRXi+C5p32mMgbkPGNd9Qw6TyDTfV8LoA4c4ull0FvL/hscIRQLHGkhwW9Ec/SYeIPvLxXO/8VNw+bByly2NjwpDhFRu2yoirC+//NNH7q24BWksLeITWC2firwP4DFdIRa5oY/Jd53ytqoJZ75LkHmFUWeqBAWYx4ZSwSEJo1N/en514YZbna14Nvo3gfQMArXapsQ1ZM02ehwmL1klmuOfGLNJydmxhO7Ax4Y2XblRUAdLzWATj8XJb3ek4wUKCryXSd6RxYxu3FdqEw/CoIFKsWk2Fhmujrk84X10Kv1+4l8dB6liPg4GB8pZXp4pv/OMzUQ5sXprhIQeBvH0b89qe9FrllIdIBdskYZD6mCPEA/hUj2csJMtkcTxeomDg8oYKVQYh6X7P9T8N0fXNu9LyujTSKX9SimLQybvISvCcwCGmsf1QY9B13/ejWatk301d6jbK4z4OoYYBJYUmgOXwJrHlZuu24ihehbRg1pCHzOfaWlxznu7Cth7K5fRlG2VB0dvenBFzrUPYgcwnYBbAJKEq5bQwacqkwbKGQwrXbt5mKZqM+6WJpdSlShqXD5B0E4NhgjdJ3M++FMfqGkDRy22yfG0uPW+OY25Mkj9QSrjGdMrjWKyAuoqa2qzFuL8KneM1e+UmZwmE5pzXemhQ8jbZxlNTJZNrkDUBjyPXc+mhhpzHy92OJP0ABby/fPdHYjHywJdDqOH9w2fLcNRChqPT430VVCgtkmQecf1PQ0r1Olx+e6GNIMRJJ1+EEhCutRKPZWwcpd2YNKy9GolN1FARb0NuhvJyRVC8KhharZocrKF4sCeNs/VFvmxZeHPH7Dryuzyuq8U1O2aBSxijnjgMYFCCUMetqH83bGnQihMe8Nu3xJ/emGYNPwDoeTx8e0stvPgKI/Q5MduUbWOCj/WcEP2aVFDihEscuoWtkbaNGd493jxtZA5c/8M8hdBUKEYJggkGPItqIx9qaFfKOY9Xqb0JHJIoiDbhBj8fVdYpbLdImuifPdZ9DDbwuASNZlG88kzUtwl+SQVCLVQrQTse+uALqXQUEnrYVzJBV1cgmvISSpP0AxTwBq/BHW/NcF+3QGuAayhCHtXtb80QN/9vipNFkPMUmqB5IT0fqA6t7z7DkzuGetx8PV44fcBW5sM1D/FaVqht3hUdgN8J9njR+ydWvKqyg6iWsIBye145GZZzRVC8KhiaAJbDWMTCJq5FUUjgy5oWVdckws8YU7zy8XglqAXisrZwzbjwb5+KY//0nlixoc7IbgTCN5z/j4/mspY/rRCuQ+XM1aJeDOj9HH//WJjZiLxfugdJvwanoMbDEu19arPk0XGmAB/jOYPHAhf+goUDOAUEJQAUWsVj+WsPfSZOuuN9yTzFvULq8eNyvCqFXMNG7a9gY5DMlXI65WWQKazHS6MeLwfFK0FuiQm2dRNPcx/BOJc8RGBlG/rGdDmXfMgSfEENNUmEfI7VUAvD8mhHLtsxjhiwX7cwa4Ar/xEbF1dt2paXx4U73nca2bxNuYAq2Phdc83Hxm27x0u/wKK1m8XBt7wtfpHJ105SM6xQezRuH94nOSOfT8sa0fGuPDPcX4FcI6Ck0BSZHObg1oSWplxgo9v1FSawp4jL8UqqhLmsPCBg3/XuTEmDjxcY05y3bWaw0ML5sOhPXLTOeG+sbLgWwOz90gvgN/7+mbjxhUmx78spl8e1qeK2akxPWqih3eNFLxm3RjJKmi123dPjhc9nlUGP9wFkIqPmrZHsm0BE08SMbRoOxTH45ZuM3VzA492lBNjmuk6u4cjxss1ZlJPoAr6Gj1KkRRhQ8pxmULzg/ve9N0t8PGuVoeZd8rFhG06cB9bcruTGAUzHjem98wUlOtDmdYI8xBirYcKwzlwUJC/lP481QK/3xB+LjYu03EDSvZhC3w+akhuZ81W8SG6v7oXy9HhZwtzp6cA4vW5zvXhm9EKvvEz4PrEshJ/HmOOFFC9Lnho9zqcNW1F/uN5JLmtEOSMoXhUMTtjzAbZeFMtLoglDiBSBs17AJDz//k/EVx8cIbYyLugkhBNJFxuodXHXu7PEaXd+4CwwaLt3bR0ii7AQZ+DLYSIKug7RHK9xC9aKEXNWi/+MWhCzFhVLic4Fts3GqHjZPF6EmZBLeI+Ra6AxR4/F7cFzwbaww7uy5axxuWQ+eUN4QwOFHbchRplPlFnW26aNG1FQwPP/5e0ZkSCfD5JQEdvWOrzZcwQs8ljLtbWQUUeH4bHgoxRprKUOC69CQwEtvbBegJf1isc/N3iSzf3pWyMOgxu75uv4Ca62tZUW0i5oAWUthDh3koikxAO5GEl8FK9C5UW78prx+3GNdW0d9VCkcqnjhYX8bXnKOlyooak967fUy3Ft9XgxSgVVSLii53NX1YoDf/e2+P2r0xI9jyvUE39mK/ycS1j7lgTKsL7ni4pHULwqGJT6NimwN6lYXhI8YUzWZJPAsmjtFjFh4TrpAcAJw1xuS9JQGZeA9QYqVqpZhg3XsoX+YUtfLbIA6kWFUXFCtDlQSx7N8cLvDmqxJSWNeGfqcnHKHe9LRsFy9HhhZZiGYvCKFxGcWI+X2ZKHaXExwBOmW06RVw4L+oxnzSYbYeERhAR8DS5EEsYJW1CabOovj18shr4+LW+rr2LPvPe92eLbj+RXRkG1zbemmk1uSiVgPrMJoFyeTr6KFy6R4JtTi6MSkni8TIfOWLYxmpMgCGphS6Q/YC6eePv74vKMkpZEOUgawojb4bsN4bWikMV88brryhGl4MKa9TAsD2U0J4+X+5h89vkkBBVb6huM+VUm4Lngo3Dqc9t5eOwerrA2F1hyDdL8kXNWi4N+97a4420g1dI9ZQpcVAZVgLhizWAshjVGUcbn8jym/sRttZV5oW2H9wgGOcjDtD3T1pwVr8rXvILiVcHItwAm9iYVQhAzwbbYKJjWbxymgMNIYtYYdLmkz+/yFuoKA6+k2W6Nnx2sXq6Fn60Do1lMU1qIIhU8fGKngdp+zqpa8ftX0/lGxYLTmobauhErXpbwE/idqz9Ea6rwSok51NAmbNFQQ6vHi9mQbIoXFQw4FsskHi8aOgXFxKH+0gczVjrbBc8+fuE6qwd1xrL8a/OZ2mnSd1K2fC/Lpu7K4bSSa3iyU9J7+Dij8Lrm6/HScgoduzUeqybBWFsXQIhj8pdGzV0tw16hSLiPZ8vWDpsRA8O3DpLNqFU0jxcNNUygeFHDWVLPs28YPb6nH1ufyBl4jXK9JuzxwkZC83V54xyFL5GRTWnMNyKE83jRdwW524D7h39h9RZxpUzic9a+9i1cszmn59HHeLxv8H00xStWMkEf4z95epzMw3xv+grjfbfg8jGGaCgMXwKTSkGLUrw+/PBDce6554p+/fpJT8JLL72kfQ+T4qabbhJ9+/YVHTt2FKeddpqYNStbwbvSoIXT5OLxsrDsFBJ67Yr0/WyU3KZzsMLCKyPJ2uWisLXFnbvClmxkBpriZVn4OWGRerw0xYsIHlrukUXAA68iYNLi9aKYcPUzXuhxqKG2MRHBjDM4UOWVY27DlnZbqCF+3zBUsfU2lxwvG/voFlTOAUJOOaYrqhiylnbUfpwXA+MRt98UpgRFNi+4/xNxz3vm2nN4GOdruElSRBS/H3xfLPQ4yTVSuhD//JhFYm3ttkTU1lgQ9clNwUKLr9U9STi4HsJsWldxyBBYz+1jbG1tdqyss5A22N6TXh+vqSjkGrVF83jpcwsbgJyshhy5RkLBkfN4Y2j03glzAJPmAuGIDNczYCMDHnf5hvfmWstKV3pSBWXq5d7t3FWbzAqm5Rno+dSIypVesCneqzfVSe+T7X275BscNYL7kS752MgC7391JhJn2foteYcabktAhlYJaFGKV21trTjooIPE/fffb/z+tttuE/fcc4948MEHxciRI0WnTp3EGWecIbZuLRwrUnPC5aKGRfnOd2ZKq7UJ2BJVyLygsQvWyvwsCBc0JVBqNbQMiwUWQm2ECwD8yEmtIC66adwsV9iSTeCzKV56GQB3gUV5D/Q7XFcPtdGTl/HGUqzC2L6oc/Rdgy3UEIfxESGEi3PXQuuoNyjFeLwsIRS6V6hKC/3S2shY7X2ELi3Hqx48XubzabuTeLw2ISs0ZeMy5Q/dnyn2fc+wWc71ZzO6di5IIkzZFD58mouNDod7PfrxXPHT5yZIL3CSDd5VeJTzAvgqqrpy5x+OY3qfOIcU1hpuzOLQaKwwYtieOWmBW648hA14rfD1HvqAFkLXCUgc53KstKiJcJ23piwTf31npvWdckoxxmay9ieB6bqPfzJXvD5pqYe8kCpYWG1SVsNcCihrbfck5LAB54hRAid6aSzfWOt4MYoPzQvVSIjIs2PjGf7ut69MleHgT3+eJuhI2p+2XOg4kVP2OGwYTnmMkXoXuUYOxplyRotSvM466yxx6623igsvvDD2HSzod911l/j1r38tzj//fHHggQeKf/3rX2LJkiUxz1ilwCWsPDdmoRSahjw7vlnJNX73vykyP+v7/xpNEkpTsXwYk6UdC6F4AnPEAfS7L1ZuEm9OXmbdyF0WcWwx9t0EuWNtoYb48bFgzNOC6zWvsKIat0qVdpVyJU5joVhXsi0eL4cyReP/fZU0W46XVqSceLx0FrOUF9uTT7w7CCKcxyuWx8bdG1shUf/CWMPfmcLYgE2LA35fWFDPBa7NH68SNqFFI9dw5L/ij5SC+dL4JV45Xuo+tro8NmADib+l3v8erlo3+HsYb1zYEh6P+HdMEmALsUpaEDeXMCLs8SpkmLwu2Prn37gUCD0MKyV+8O8x4u5hs8THs83ENHit4p4PK/NJjad07Zy1fKMU0n/05FjtnZtzkP0VL5dsoXkVEypevuPFRfKUBNq6TwxYtE9r0MJqM+poeYUpJjy5vonkQ+oHY1kCn/fKhCXy/xfHLc4pvNonJJ+2B+8NWIbj9jwOtsiGSkWLUrw4zJ07VyxbtkyGFyp069ZNHHXUUWLEiBHW8+rq6sSGDRu0n3KBi93nowzb2JyVtW46+TytQBgTFqXD11ZsrNMWPNVeF2UzntyaMM4QTtAF68f/GSeufmKMVL5cYZqmxRsLLngTceWL4E0Ef67RxlsWfqhN45ucjcPyaKiNLqzx77XYxQi1zca0qGPFSws1xIKHLkTroYfkfmROcAK9lSYXb4pYOaF08priZZ+L+Bo+Hq90SAnjqWtK4PGybIaghGFFOBfGPBy6iDf6vMeJY2PVjDmYES+BcIY3bzxfXB7aT79YJQ787dviqZELrHmgfh6vVEFyZEWCZ8Z9DONNUyrI8bhP8Ni85qmx4vDfvyuWrNtirR+XNCyIm8824IKreM3NF1QJTDIu9bVObxPuB2w0W5gJ+c7Z44XmnUuhoAIrHbJgrFTAdSeNHl5HX2DF2Jkrmdjj5W8INXm8TPMIxuClj4yUeUkuBZamIXA5XrgmpDaXLaGk9HydjRGMJfY5jpV1kxfYtsY7PV7oM00WYgyMusLYmLfhvz4HL2c5o9UoXqB0AXr37q19Dn+r70wYOnSoVNDUz4ABA0S5gLNY0s9MVgIutM2U73HefR/Lgn5JYFrwXMmxmPQDb1J0UcbhQvT5oBYSYKSFtc9V5wfrI1ghMPUzXkRtC4RWHNiinOHNikvOpjle1CLqeq94gW7fprrEOV4po9fElicCx2/z9GJBH3JzBF8X95mWQ4QZCZmi43qegv6MHBOV6f6wabIKo+bh0gtKcxS/uH/hHr6FP23AHjFXHocL25yhgcIc7oLHdyrBHEj55W9QPPTBHEkC88sXJzmNCqyQ3FT4UEPXXMPCGLwvLowOK1u4v1+ftEw+/2sT9XA0m6HEtF6C9x8zsSbNf+LCkvNFI+NNTlJegPMG4ILCNqHU1p9s3qDTa2A3ysSKHteaFC//PCmd/c5/3DaLx8vQHlCAwVANdbPWEk8/fe80TYFjNcR5d7j/sGLO7VH4XnTO0tdtI35S2GwZa648Rtw+LlcOyyy2cgKwhi3fsDWe4+UsoJzfXlVuaDWKV6648cYbxfr166OfhQvNcbKlAEeVLb9HMxNvVLnQeQL73cRF68UzljhhG0z3cC20eEJu2Oqb42W+P17ssMEniQVF97rxlmRbKAC+h61Glc3jQ8+H62IhmrrhXSxRWGkruuKFvJumDQ+3zxY2Q8PuOKsfDTXkCqD60OTqnsb4JmK6L1vfxDLWsGAA9+CKiupEHvxY1qyQuK5cI18PzQd4XuSbS5gkPM2meOFn0EJHE3jzXWsT5K/mIoi6qJjzYXyDWn7Dp69wM7USwYwjnsHrtupLWx4kQI0lWH84Dwbc8+x7PhIn3/G+WJ8RcLU1symHUMMCRmvE6nh5ehhkO7hQQ/Q3kLhEvxuISxococa5erzoHKXXxayyppxNbFxxzSncLicpjGOMw5w7/a8fyDHuYzQ1wUZskW1jk7U8S6OLwIkxHGADruYFtHi86OPjd0QNcnT8ueQ5HKGAz7e1JboWetd4DWjkjHzoWXG7bn1tmhg8dJh4f8YKEmXiULxyYLIsZ7QaxatPnz7y/+XLl2ufw9/qOxPat28vunbtqv2UC1yDEW/0LsWLW9zVBgnAdbWS07imvEILcLuwkoAnJ2zwts0JCxRakmcq6xlz5XhhrwpeREz9rG8E7gUCH483HfyOuBwvuKyNIY2GGJjeKw5pLPYS5hJkbYu1TlyRsocPUmWKbIJcjoaNXANvKHRTtYV+cWxTmvXassE0JGCvol49nDMZT+pH/UvCPzga48SKl8ViCWPtllemiuEzzJTCuRhCsOXWFmqo5aMkeDiXENgOFY5Nmstk9dQxMIVqY8xesUnc+MIkWW+LzjUaBYDXXVAatTpeMSEu7g1eg5QEmgMURTM4hPvpyzZKRlXwek1YtC73UEMctumgok4CauDiakbRucytdfhvxfZmIy6hfWh676AcwHjSjFUJhFdTG3F0iSlnU/PYNCUIBXV5ah1eRTD6zly+SaYO0OtxcxvG/5Mj54vpyzZYixebxjNVhmk/UaMYl6OFw/tsDM1cAXG8D6SNJfZ9QQtLNKzH+P3Ka2fuqxlsjGGYZoMWZ1yg0RUKj386T/bRn9+cYa2JGT1fU0qsyHjH8i2dVG5oNYrXrrvuKhWsYcOGRZ9BvhawGw4ePFhUIjRLhWHgYg+KKRRIc/UyO95CFF6IhWMfmPIxXMK4nvdjW6z08/TEerunT53nCnfE32shcIZF2xaeZA1nIoupqa1crg6015a8TKnlTZsM3gCwYFcMuEK37Iu6WZmFjYEL/6GJ2lgo4xQi3UOCxhl5nzarIieg4etRIhT1Hd58oc94enosePh7vGj4hy4w2DdRW6iyj+L139GLZEHPIc+YCX5we2xtoZ/hr3VyDWFRpP03ap2psCmvGnUAoHGet6rWWQOH9vXtb00XD37wBRF2U+zavBqFsAHo4dvQtWTYEtPnOARO7R147K/apIeiqeeh44AqAyrMCF/Dl1wD8usufuBTMW7B2qKRa8Q9Xn4GEBdJAT4Xe1RMNcjomkzfOwijx/xpmPjWw5/lnCdjui5XooS2yzQ3wJP3pzemy1wxTOSTLEQ2fuy4Beu0uanlZzNzG5gjf/XiZHHW3R85SWrwvKcyDhf+l845trdHL+dhIY9i5BpasoRTOnFahynHi5JcqHZzhjvaJm5dxePPFmqo0KFtNcuQCHj44zniyD8OEy+MXUSUc1HxaFGK16ZNm8T48ePljyLUgN8XLFggWequu+46yXr4v//9T0yaNEl85zvfkTW/LrjgAlGJcIUK6ZTAJo+XW3DANZ+o0O4DjU4+Wjj5RbDJGn7GWPZTFqWJLKLqPI31zLBhYSEFC5imdd62cfjQLds8aw0JPF5aHDih7nV5vECw82UJguOeHrVAvDpxSWRtv/PtGdr1KFzhTz61gDTLPLFC00vS/tfDcf1i1zXvKbFG2kJWuCKU+FninoKm+DENeh2veDilbi1lC29jIwZRlDihkhK20M0T+qLWQ/GavCRNtAN5EzSEB4MLrUw/h/k8myXUpkinr2Uf7xzBjbyW5z0AI+esljTOlzw0Qq6vnLUYAwRXKLgKQixWplyC9botev9SYUb3jOseT9p+3FY1ZvH5uLC9bFvmfNpG+t5w/ox6Nl+P193vzhJj5q+VHhBbqHW+oMYIbo+NKV6MAoH7F4d84X7+9UuTZBkW7Fk0XWvEnNVyXx27YJ1YiRRgl8eLzmH6PNhQq/oX5gqUWXj284Xa3mIa73//aI40FgBBRRJWQxyOnjTHi7v0qLnpsGB4zCQer5ixlnqOiXGGW6vxsXhtseVBcqGGID9xYbk6EUeT8/2rfnDJkfh7XL6A9Xhp5R7iSnxTU4rU8Yrf9/a3Zsj/b3p5SosLNWwjWhBGjx4tTj755OjvIUOGyP8vu+wy8fjjj4uf//znstbXVVddJdatWyeOO+448eabb4oOHTqISoQridkWZ2v6jBMEMKEGttr4wHQPV8FEvR5EdrHi4t7x4qgtdqS9sIh0aFvjDG3CfWsr7IuvGf3uYEtMH4O9G+YFnxMW04qXWeilnk3Te8V9Al/DMW1r3Kx2705bIW54YZL8fVCfrrK4LrR58bqt4i9fPch4jq12SfY5zcICJZCI2utg8YtTrft5jmxCMY2/t23gvMeryWoAgf6B8WjbtGgb5N/Ess5ZXG3z2kWuEWtnfbqd4LF4e8oycfaB/fQwGIvwiwX0peu3iB6d2sWOoXlBpnljEyp9crw4am8KHGbkCo3F5CKmiAHFKgt9MCfj9XI9DyVfWLBmM3sOft/UKBYLkcKhhvUO6zkhe5Hno7mMw+WSeLxwMWZF4MCxumEooiRQOA4Z2N34XBRgHIIQtTP26y1+dsYg+dm/R8wTz45eJB757uGiV5cO3jlesbWGPBsXvo7/xEqjsvpDvz3x2QL5+wczVlrbRI2RmInQFHIJaQLn3vexOGzn7cU1J+/hyPFCLKWZe4CS99gn8+TvvzlnX+u5AChCDpi8eIM4YKduqP3x9wNj9aVxi8UFh+zk9LjQcabXzbIf375ttXeYL943qeIVz+VDyhBEYDCKky6LmGUZzuOrG2n5vEzspfYp0B6V97GE1ps+4zxeWr66JnvGFby6hiYnARImY2tpoYYtSvE66aST2IUbvF633HKL/GkJ4CYhjbNWIU7QP0BY0a1jW+8cr2Xrs+EhnHfDV/DGlM0wqaFNuG4Wnlg44ZfSaPtQqdJ47ax73S50cF4zk7xkq1Vlk63oYmrMZ6NhIUyoIb4GVbBNnkwa6w391Rblrtjw8vhsHZBRc9dEi+vn88zMkUnDSm3tpp5OnY3NvlFJ7xijCNtCNG1EKPC5lnODjuNop/ErsG3MtpBA2h56XyocckxTGOkcH2IBb0pFLFw01Ais3d1EW3Hzy1PEm1OWiS9IiQrbRo8VBxoKh5/BRk3OfYbXBBgHtE6V7VxurcPEB+aaNljx4pU0HFY3NcOy6uMFsIX0mdrTyChedCzQXFBOYTfleOF1hnovTYy1tH1UWVW5w1zeSr505Y99MlcqX/Dz/eN3E923ayd+8/IU+R3UuLz1ggOs7U0T19jbRu/LFdTGe5cW0pfpW2zoiIdx6tfCxwKtP5c/CrmVMAfh53vH72p9Vtoutb8sRtEuaxDToWndxnuI7pGMH/vA+19I79iHM1eKrh3bWttExxN4THGoITeXcX4VNhSYFEFsUMOG1vTxzB7TpOd4cXmVmChMU3YYwgz8fLTMCH30JGRp+Bi8R5r2C3wtjmDHnuPVGK/b1dDkDDVUgNdIi1ZXOlpUqGFrg6uQLK3bArj3vdnioN+9La3WeuFV88CHhWQpEiCShhr6bM7xcDFbUV375MOPjxc7WgRWLXguj5eeJ8YvEJoi6SFE4EUEL3pcnRR8W7iuHttvV7zMoYYNXkLziC9Wi0c/nisFJFg8FasUYA6ytHK1wJx08o35hRpyBZRd3jGdTt58HH2fNnpvGv5nuw+Fah++5yZkeTa2m1pBNWGRCr7m+1LBm45XmvSvFE5QulSStH69uEcd2okFNyVQggIP4WKRl4Q00pVngKH6PRYqx1pm7Rv3mlocasgLIThszkRmgcPA5hKPFyc84DmMPYYmYQq/M+rdp0JcPNTQ7qXVQw3j3iyqHNR7vktsCFNrs+7tFF7AwrFNyITnf3tqlkxr/MJ0rhC9v/4c+nznvetN3oIvHkqmXCq8/sSMhczYxkZRl2JODR+84pX5HS3teCyaPE3Yw+TKwQOlCzAM2DgZhRUbNwDrt2zzJtfA32FDgbOsicPjpVP984QXthxqvO9xrIaJyDUMdPKcIyIyQjO5ifQzji3WmuOV6QN8bl1Dk06SxBhPUmTPawEOr5bl8Wpt4EIN6eKhBj1Y+QBQhwbD5EH61sMjxaJ1m0VbVH0dBDLqofKFmjw01hgEgJrqGu3exkR6zT1v9whptMlUEIjYt+zXotfQWQ2F9vwyTMoSTmfbFGwhalo7GSUBvrLlONDcHDOdfL1TaB49b4345sOfyf7/75hFYsiX9tI8qEvRhs9ZqfWE86YEHi+zMpEm17ALalQ55zZ1H7YmGtai1YPRFGi7EMsJ2ZHHC4e2Jkjuphu7v8dLD1sB4FOp4kVzB23PgbFk3VatPUrwG/LsBPlMEP705QP6GgwxqcTjhG7cW3L1eDFeLJjruB0m9rM2KGQXKyfY85dut10Zx0K4nsMTbzf+iEYj0OPxupumpmaEOKx4Zd49fk+2RP3YuyRtwIY71X94/bGtJbS/sNJrCzUcPX+tpizMX62/A9OdtLUmRievH0vvazPe0L/xfhJR9WvKtjmMUwELrHgdNo0p3AoXTTr2pKn5b8vrczF+LkcFmF0MnlzJBBzxot47R6luU1A1xcvQHtwV9J6xAvYxj5ddcbKNTaq8Zc+37/tg4OVypqlHydSeXIzQ+DOdIMg+xrVQQ+XxQsRSqzbVaX3OeejqC1D6pNwQFK8KBkfkgIVkXJRYTXicR2CaRJCTAPHdFDLcKpOXYgK3EEahhkQ5iBecdW++sRwoi+LlY+UxeV1czIhKwOLCEGzWJh/lDLcJroNvAwus5uHDnk3y3k1KJRWaTFa5/4xaGN1j6tIN4nv/Gi1/79y+jewPTSBkNlYnkYqtj1C743TyKbtVn4wRbqPSkoaR0KGHGuqbKlZA8LW5AsCch0WdhwU++n64PDaqaPt6d2TYCjOH6DiCMcJZT03MVfNW1xqFbtVGFSblCk+zfaYJD2Sc84U+/RQv13kmz0QbtCyuQgI07QvfUEPspVBeNWz0aixQjlfMUq/ljTZa3zFHTW3qQyy4KY8TXn9sQ4xe15WYD/j7h3O0v+k7aGPw1GveY0quwRhunGMOPRjeT9RzsIyRtA814gK8BsX7ASu1NC+PPg/uU/We8PVXIMXLGCViGR+mPQiiJNQ1OMGfrkMQCsyFddvOxX3q8hy7WQ2xYU43xrhCJbPnmfc3LpyVery4vMzsvuKWx7hal/I4rPyx4bTmPrR5vDB4lte4DFDpCKGGrcTjZWI15BZ3VT/BBBPVrE+is2ovdomn7+0WvGgb6aZno5OPtcFEaU8mMvViUUuyzbtG22Vrhkvpk9exCP8mRVAjAqHEDIbrm3K8KMYvTDNCXTZ4Z+3za09JJ2ivRhuZj0fH1hYfjxdVuH2Zxtxhidm/bXTD9Hqax0vbPO0Kpu0d23K8aI6Br6eOfqfabAKlkwfgQ+MkII2s4G2ac/OJl8cWpuxTe842TlTfxoVgThG2PwcOP6PvjbYBhyWavsdrsKKU92kDFqBon8VYA7VQQ749enJ7Ixu6jdf4iFyjMZlBy3VdxcKolRKwvGeu7AWtTwWYtGi9eHfaclnA9opj07lNC9foNSirDVEbmveCeLi5sGaqVNKxo7GL4jIvUaghR9VvV15dY0oLYaSEKLF3gwx4GfY6rLjhdpnWFROBl00xxmROnHGOPuu6LfVONlEF3Ha9HqjJACi8Iw70Uie6x4vLOeYUKvu9iOKl5ZPpbcSnZj1e9v5RbeDWAfq9rW3pc7EhM+4xp3sVRpJSCIFOPqCk4ATQeKghP1qpEIY9GoCuHdpEoQQQ6vCvEfPEi+PSLEa+1n2bx8s3FIizLOH1jfN4+VjZ6CJABRqa8Kq30e0S15KDrXTqZgHf9G5tCby0rbZcEBpqCJvHwkxuzveO300MvegAcVD/buKmc/YVpw7qFfOY+nh0bG2xKSU21qc40xhfnBrfMm6xbnLOBa1AL+TWGZiY6KYXC03x8nil7B4vJvzEldNn619JrsEoaXSTBAHOV8FWWGDweJkEETr+ciHXoO+SYzXkNm4ckkS9aDGPFw3dIl5qHBKGQ+NMbcKghin9PHub6DrF53iBx9O+VmHProlOPtYuZT2PrYdEuCd9ki7R0OhlKLDe2/BCnx29UP5/7kH9xODde8rfV27cmkjBl9EdCXK8TDUrTcfiUDY1RrTwUkLVT5/PJsCaBGTcJkpTz7HiqRydOku7jIV2bV5pw5zHYYl6rTqqzDbEcr58FS+bLG9a9/FccUUc0DB4vSYoua5PuRQmnJXKGjYljfZxEo+XK8fLpjxy/YJhqgNI4Sz+HUINA8oFnJWdMqNtcXi8qBBG48EH9e0qZizbKLZtaRJzV9bK2gqAs/bvq4UdchNdtTGe4+UnqOJQm1jyMpqMPsofZ2Wjll2OLYweqxf6c29E3LPaaIJjhCG4CDPZNEw018uJAGLyqKn+2aFze/GNIwfKH8CKzLnYC8iFoLmKY/ps1nSz4UIz2DC8GOOUZVPEGyuxBuJrqnfvymvhNhWTx4uOKc4wEGOx9JxLNNTMGWoItcU83zPO8QLs07ermLZ0g5xHuL3K40Ct2iYPtItcIxaKhq7J5U1wcAkWai6YrgvtYddCz1BDirjHS1iNLjyrIe/x0ujkDeQaFKr/Y++SKg2YjVVSSjdp+4FtiJnyULPfxds1cXG6ftwZ+/URvbu2j+UdybYZbqYXTNc9XvTwWF6hZ3FZDNVfJvp+21ixCcJGowZq/5pYgW27UqyeRS9sLhxeI/d6qtCuTbWljIrgQw0310dewvTx9nlk33/5tsfINegeoxnm+FIYVoORZX/j6eTttfdsIY7cmh3RySfI8cptr3GHKjc4PV72Pb8SETxeFQxu48TkC1x4gu18bIHbo1dn8fMz9hbbtauJUdhSt7yPEB7P8aIWacaKZVHe8GTkzld9plnN6MbWwCte+PrxUEN7aEp0fY/kYI24gQgvqxGtr2wDtqbSsEiDkIkLYtP2YG9Wp3Y1omPmnStAjlcszMFb8TIt6pZQDHQsjSvnrF826tskCpGVXCNlrgfjymvxyYFjLbeMp44+Y5xpqskqyNKab7h/YuQa4PHyzOVTWJYJVx7Up4v8P614xY+LPQOTtG33eJH1S2Of9L+efm1+vNDL4ONVHSTrtZmwvSRjoYkl+2iyK171tCaQvoYb6eQZ5Uf1MfVQxARpsvZDm7FyYBOqkgptyzOkEzt17yh6d+0QRXHQUMLYtYgwy3nsk3hZbWtNOm9HJ03g2pRuh99xdB5wHi/JzofHryHU0Km0JvB4Yep5zZMW83g1sh4vTgh3ecn9Qw39CZzwdWhuts/+xuURcqyGtmLevCykPFG8zGI3DvMGQurBt+31XkW2GfKqSkRQvCoYB/TvJo7ctYdxgsVyvOobeeILMinUgvutowaKd4ecKA7fpUckhGOljgoYPkJSrh4v/B29Bl4v2LjmTBs0xYupvZG+nrkNpmO5orQ5e7zIPSgtMP7eleMFQpTa6Pp162C8vqrX0rNz2lKM0bFtjcybsLWVZazKMTyF83hx8fcu4glTbgg9jmPLUxtXnDraz0Kte7z8BXGtoKXD42W7Nyg7VKjCp9LrpunH4+9KGWMamDpWe/buHIXCmWrY4ZC8pKGa6v3Q/uPqgrmKtOJr4HfpUth0wdWheHGWejYvgwg76FjqCec8+TAvdW+GfcxHrIasctDkRe5DBWmpeHmwGnI5XqbwSxUq36dbB9GzUzu5ZsHn2Ghlep96TqhuJEyyT+j01/qaReHam+MKv33PoNfB/YbzctXxNi+ridXQdm62nTZFJ/45fgQchhvL8SLtgjHuH2roNmqa+jRex4sas/S92aY4+Xq8uTxkmuNl865R+c3HoKeiYbA855oTtra5jAvQL5zC1OCIQsBrBGfcrxQExauCcc6B/cRfLjnIHGpINri0oMUId5bkdBxGqIQsvDApy1h0HY9kTlcyPa84pZxMaHxcc8pZCNBV9R0vrnRR0gso89ZbfrO1W7MoIyXOGaMhovTZlLcLPFc7dGlvfAYVptop493CgDBP5fVSaMojx4sTIhRoDojOHCmsfREXAqlS4lb64vl1OI/DQijAhD/a7sV5xTh2Otql3nH3mTAv27nUc2HL8dqzV2ejEAqb44pMaNfevbtE4amm/EgcOmR6Bh8BBr93inhNPP+NW/d+8ufhNVQxz3Xfrq3YMTPPMJMedy1OQKGhw77esXRNO31O2YpM0zGvhHd+HKcsoYZxww/O8YG1DB9iexwIs3LdWwEESXVf6P82NdWREUmNyfS9eCET+oxlK/Wcsy6FHYyX3CFJ5gOXl0hZDfF31NCyxUPxogKwT2i9gk2Jj5OxNGhkHPAMuofGeJnE7cHPQnO84qzL+p6GPcF4TLGyEAlLtrUZH0dlOvwYsXw9n1DDzDHYeG5MB/DIw+aO8wm9rnd4vPC6EkINA0oORWvuIteAv/nkRjpx08e2R7HY27VNC9ybkFAWz2+xt1UtMLnmpcjvDBSosVBDD+XPJnT4VH3nlCLsRbFSpSth21No2mbxSIH3ibYXU/6a7rFwbZpprv/2HSPhh75D1TcdUEFMjJjixayDWo2zBIs6/pzWefEtikyFCfw+pBW6KbnHCyskUXIyEfq5NlFsSzgWkoapmXL81HHUsouFj3iooTnH68D+3dP3IWMI8o3Us+2+Y+co1BC/AzXO6L1ciqwx1JDp4yTrC4WmkLjyEAysXp3atZFzTWGXHTqlj2XeYRKPF2f95dYQEF63JvR4cc9viiRIf67POTV/+nZPe9uXorB17nlMHq8+mRBC+u6VIg86rlrjsnle2bw8kyBIvetcGCT3DjlWWgroE59cHK7d0X0ZwhzqEcXf0f5V45fNoaJGH4/Q+uy57nUfG7r6de8YKxgtr5OD59iVx+Su46W/W5shjJOFqCfLdi9szImR52hz1ryH821QEQfI45Uj8zB3nGoPP26bYp9h2ZMWq690BMWrwlGTSVCPW4rUxl8TbYg+oSKcx0uFGmKBLZGQ5Ovx8vAExYuumn+3CUc0XAFv+K6JzYUBcsyL2XNSTgGLYxpSlsteGWECV6lXYYTKyt5I2qc8Xv233y6KsweSiXEL1opPZ6+SfyuBrAMuSoTQuYOuePnWUkmSuGurHQJjgyNO4HK8qIXQ1mytTgtD5ZzN8XKENDKCV2SZTBAywwvA/kpaLCeIIdcA4VttypAYf/WJu4vfX7C/2Lnndsb7KsMPWKrVWIR+wB5DNW5dIaFcbpmtgDK3niTZuPE4dIXD6B7DxmjNHNSna/T53pl8tyR5XFp7EuW/2RUveD+aR4xZ/9RewFvPbTleehvUn30zYc7KEBS1w9LFpmiNvTJ9SQ0fajyBYUrVPNsx4/HS8okMj0PDvvQaR/qx3H6q7RGWh+qSWUdhrPjk4piuja+TPjblrZjjZtE5qN6jr9fG1K4endoZ22Q6NmqTpTaVGi+LyHjh103z5yZjVBKPo27405kGcX+zxiBbqCE5BY8dTGhF22XLcfVR6LHHy5zj5eed5N6FjJjwiGSyEbAoYzOgBTi8guJV6ajOhK7AuDVN+m4d20aLu2liKK9Go4fHq1P7TI6XpYCjbAcrNJg9Xkk8BNnQIrvHy8ciGPeGoPY4ZrYelmMXsu2CfTIvhy3Hq3eXbI4WbJQn3fG+mJupF7SLRSBWGxdY4dtm3i28zwv/9qn45sMjxdL1W5weLxqCyIV0YOEklzpetKYaHI/z2JKwGvoyX+IkYG4sZsczL4D45Xil8vZime9tP5YruGsKPVJ9AWvCDWcNEpcevXMUOgfv+eNZq8TvXpkix49aI2CsQIiyOg6S4+na4QoJ5XM+Vaimv8crieJFWS054PGtBB+YQ5cc3l8+/4H9u0Vhl9x78cmTjY71FBjp3OPefYPVes6s7cp6zoQa4vfcr1tHY20tO7lG+tz9+nWVAj0MpxP32lG7d7a96b8xMdD2GSUAW85Nz0ONPFr+WYLQKhdFt2KMjRSvBEIp3Z9wIWgXI6p+3abYO1aGWhif8Aysx4tMOXrs7jvavbtWUinyuXoeRZBCT+P6zU5c5e+Bc+WIwnjRjb7ImOHhbaIhwFRRxmNnPSkDw+1nyoPpI4+5crx863hxeyXMI1Nbtt+urX2PRIdrheRbgOYVFK8KB150TSFSXTOKF7Vw0nANKgjUmTxeKtQQCb5cQU8KdSyNofYtoIyPpV4GPKl9QnVwsUjaBldIEZ74MY+XB6uhT+Krrc4HQCWOK48XfD9q7hoxf3VaqQIj74AeZsVrceTxglDDqljSNVxDJZTjd4+hcv1cz0mFMNPCbGeeyijYNIdOKpl+YaKcEOhTDDZ9Pfc7cuW1cEpBdiz4hw8mUTK4zZAK3/g1qn5UghgWDvGao5R3CDUEpeuxT+bJH7VGdGrXRnodlAEIC77eHi8PDxCvyNi90rbw2ZxyvLC3O9OeNtXV4tCB24vPfnmqeOaqwVFoOPe+TV4K1X90bfJhgE23vcmheNkVe87jpcaHahetEWjK6YPho/JLYx4vy+MohQj64fkfHiNe/NGx4uAB3Y19osZTe+Sx3367djHF3zQ3dA8XKaCcwKDCKbJqDY0MmSgnLReP12E7bx/lQLmYN/Xv4kpxj87pfvJTCHVPD71XFIZsJLMwX9M295WS6jqe+04tW/AxnTecLI+vQ0tbxNf+ZNE/nKIM92rwrNMXi1jyMOip4s/YcGg63l7Hi8o+8XNVn8M9TNfurcKFHYQnOD8x5HhZsGzZMvHyyy+Lhx56SP7A7/BZQPE8XjaFQClesBmZBqzKv/DxeCmBGytOHMlFbHPOTFTOZW67Bv2OCzU0nV+T6SclVHBet2ShhvbN2JXj5btp0HuoZ1dKM4QKqoLHgFvO20+0rTZ7MnEoonLlYyEM8gBMYaYYNATRtg5yYUfcZ1xB1hi1PzndN+HdN1zPpRDB5hd7ziKTayRSMphj4/TjdsMNCBiqX2oyYwugwlXhu1krNsnfZ63YGIUUKoUmq3hhj5c5xyuJ8hiFGiZQXE1jTrWPO9fuuWhnCEvUlVQQHMED40WuQcYPnKL6kau9xrWdPnN8HtkVBfWeTEoeJejBio28Fh5Tqk9qqqP+ph4vW2icGo8w3nbdoZM4aED3rLJBad1RmCcNe9MEOMOQofmjXI0mzvNsem4MCIPcrl0bRK7BKNuW8Qu1FY/YZXtx3Wl7SQU/uWIeV1a7tG8b7ZXQj7SP1He4HfT3m87ZV/z0S3uJUwb1shvcrDleZiNJ1w5to/etP4P9+Wif9s14WU3rBes5Y/If6drvHXnTZEm7YM6nihc+1sRe7GoD9EHM6JUgLBTfkyqJCt0zBg9oj2ks7pEhZ3KNEa5ItWjtildtba349re/Lfr37y++8pWviJtuukn+wO/w2aWXXio2b9YtXAGFyfGyCQmuUMP9d+pmSc40eLyQ9VvBRxBQYR7qWGdleA8LNxdqaDo9G2+epjalC2aulm26UeBN1lXA0TcMxObhUNYiYFVSoV0XHbqTuHTwLqIms0nFa3RlFK/O7SOhGSddQx0wV6hhe8vnFLSIt0lhcHm86MbECYzpe9gFcC4Z2dYmV2K83Lwc9cJ8Qg2TWG6TEElw915LWM5M/QMCj2IXU2sKKsETCUNUYI08XhmrvlLgsGBuI9uheYk+8ySZ4hrvE2C/U8CkDNo8NPQ7zJEumT4yCaJYUE3/Xe3RXv1vKDSd9WgQIdwzRI3ej8uztUU/cBET6l6qVpRSFLEhIOsFrIo8UGo9cgnATYb+xDmqwOb6/JhFmaLM2RwvBXU/zPpq6jtKroHHZmyt8awtZjoODJrKkCnJNQyXUoQS9J2rdnxp317iuauPkXu48qTmqpjj8MztMv1mIv1Q75uej4+7+LD+4v9O3TNrlDF5M8gzKTnF5t2H5+vWMeuNgxIB9L5uxauDFwlJEs8xNRr55orbyi/oXiz9/BjpB2oKPTYKDzY8l1rrYFwq9lXbdWwKFT3W9qjqvcJ6o44f1KeLjMqBOXDIwO3TbTGOEfM1k7DStgrF6yc/+YkYNWqUeO2118TWrVvF8uXL5Q/8/vrrr8vv4JiAwsFmgVITWwlOMMHU9zAZbj53X/GP7xweWWvpIqGEIrWgY+8XtpLEPV7CGc4Ys9xYNhYTci2grBZqWHBB8aOHJKnXwwkpWEmyXSapx8sWFpcNNQTSggZN4GmbGRf0HoqKHizVamPEygwIzCo/BYfqYNg+p4iTW8Sf117E2OLx2py74sXlzWnXcISd4qRf+L42jxwlL1bDBOQa1GJpuq6ax5QB01SQUyXuw5xX/aes65rwi94TjEWc44U34DW19TGBnjOC2J4hVseLe++k/0wU2UowV0Ya9Y5NRerVWqKeK/JiYVKWpvj6CVAKFFxr8botsYLnpvULohLAS0TvYTpWe26DB84Gk6Ve2fQUFbRJOB2YCWlWyoUy4qh9xVSMPK14WTyMlmY2GBWvbHjdH16bJn763ARx//DZFsWrbczjZVqPtHzSRj4My9cAYjoOxlcn5fGyhPQpNkybxxYU8uh6mfEB8wHGhFIAfHMA1ToE19kuYywxkX7A2qFeAT4fP6KaD+r9wLVhvf1w5sportPnjeQQutYhz3G/DBMmYLdM/lgSg1VvRvHyDTWMebyIcRHf0jRflDFT3R/nV9HzXXM2xXmpGWOJIpqB68co6i39b4IpjBgD3r8y3GNW3J17bif+e/Vg8cKPjsnKZcai1hYjTAg11PH888+Lxx9/XJxxxhmipia76MHvp59+unj00UfFf//730LestUDb0R47NZTjxca+DAhLj92V/GlfXtnLbBU+SGhMgA1ibBA7ZPMu1NmA4HFFxYL5fGyFV81CZbKY6UE5pilyLHgQSFNeX5Tk1i3ZVssV8m1UdqekSuuSPuia0aIjRQvT2u1rZaKWkDh+6yHIX0P23tVgh6Mi8jjhRQveDcq/80WaojDTzmoTUVtNiZlxxXG4PJ4JQvDs2+gGPBa1PinRYbxe0xfBzxevAfX9NyUyj+JAMGzk9oNAQrYC67fJ95mHGqoxqvJ64Dvm6Yq1/MEI49XZu7h59jiICfh+yajoHOKFw3VNfUJUgQgLFA9o4kWXHnw5e/btUPH6t4SGpaZ/jt97II1m8VJtw+XpDY2wQKUBTj+RyfvjkIU3YYuNT51Fk//NU29e5z3hpPjlecALNfq/YKnH9Z2RdcekSEYDFqgROLaZoAumXvZFMlo7CFlA4fXPT92kfz9wQ++yBqOkGdevTOcz2qu45X9jCrFcU+2n9JrOg4ULxxBYmpLlg3UPD+wAUQp+ODRO+7P74nLH//c2GZsCNVD1bKGgigEEs15BeldM+wteFyqMY49Xv/8dJ74zqOjxNDXpxvzwXbuaVak8Jg5KJMzhtlBWcMD+WqvXulzjKGGnusvXU9p2oTLAKxy1aL8YKK4md6JT7tiXmrFamhSvBDLrCsdwKeEBL4fNdAqWQGHGraprhaH7dxD7NcPe2rj97HJR3CZSi+iXFDFq6mpSbRrl92UKOA7OCagcMAbkSk8rWvH9CIK41SFfmFLWdZaa441xoKDj8eribGKwiQGQVoJPsrKTBco0zWU9VItDNRS4yLXUEoWnK+sslhoslnvMEz5GbE6XkxOgApJioRtw2KjXg1uD43DVsfhEE7q8VILGrxXEDbUwqcuC5uiItfA5QFAgVPEJdizg2FTyCjUoq68rmaPl/6ZkultIaXxsBtyvQJ4vOT3mUFgorHGrI7pzcvOnmi7l/IkZT1efu1O8oyqfb75TCaWLHUsGDpM4XORVbtB34TVser7bpl1CIe1KqssVVx9DDH0+ZJQ7Js9Xtk+6dW1QzTXTeGD8N0Vx+4qf//hSbsblU+a46Wg/p60eL1s++wVm2JChFp7gbJ/yu/OEOcfvJM1bMu01inhLonHSzcmpeKKF6KDvuSw/uKvXztIPPLdI7R1Bkh/YC7A2mQqM4C9Vvv266qNI0UNn8JUZvg51bnIg2gKr0t7V+J9r/YajR3N4fGCWnRJx1F0LFOSIuvxwqGG+jHnH9zPGrUQebzQ8qyUoRFfrBJL1m8V789YKVZs2GocH8rzYwprgz5Tey1u1/F77iAO6t9NjnfXnqnki+y8aBLPjU4rxv/+bL4xEiSb60PmPmrXuQf1k2MLlPRT9+mdboMHq+Fxe+wgjtylh/jGkQOi/SU+j6yX0ZUhciAX+m4aX9m5qeQYWqzZfi+uXfReylNrev+9kEKv9i5l+IDr4PWIy52FW6r2muYCjHFldMWhhtXVJuOJfj60gdOtKlzvKqzidc4554irrrpKjBs3LvYdfPbDH/5QnHvuuYW8ZasHDOJIWDckgSphH6C8InjDizZOy+KO8zkixYvJ8VLngUUfNpaduncUe2YolGFTVGGG0AQlfLpCi6C9tJ20QDRnaTpzvz7RBId+UQn+IFSaLNs2IVjFRnO5QnhBp4uesnBGOV6m+OuMoIsFZlPha1golQIE/aqUarWZK6EDkteP+dN74rJHR2mLKPSn2hjx9cHKGwnNRGhM7PHKtEl5O6CPY0Im9QpGxyrFx1702/SuId8jFzbK2LGMxwsEExzm5CSHMLQpUrwYj5dJ+Dddn713Ex9W57LsKu+JJNdoZPJs0MYrGawQq1/6OvEcr7rI46UTcSQJPfYpoOyjCOPEe/AkZ9cbrLxkvQK/PnsfMfY3X5JKUSSINrpzvLCXwlWSA85VczxJDk+Uz2owEJkICgD4MurdwzxXY1DWccvcGrwPFx7SX67tWOlckGFVBap4aijDbYBrglfl6N16RN+p3105n9jQaFJ44TlM3kZlgKT1G/U+0Mk0MHuvkU7eM9TQ5GGFtqt6iLAnqsPPO6ifePv6E8SfLz4wCi+N1W4zeP/UewWlS2H+ms0skYzx3UCooar9iTxxXzmsv3j52uPEPn27Gg2QeG1V36sxC2uDRsuPjoUxBuP81AwRB442SLcr3XdwzJG79hCvXHuceHvICVmvHbOMq/t8/4TdxLNXD04bVKI+dc8j9Ry4PfS8mNGNybvCipe6DudxcrEra+2KsRraPV7RHosMtuozeg5XQ1F+n+k3k4ESZEAcahita1XZY3DuKrTl3anL08c6FKtKDzcsqOJ13333id69e4vDDjtM9OzZU+yzzz7yB34//PDDRa9eveQxAYWFWoD1UMPs5qkEZeXZwB6vSPGgi7th81K5PT4eL8g/evenJ4rXfnxcdH+Y6MqKCEKW8qjEBC2DFyTbziaL4hVvOyhcT1x5lLjtEtjEsucrKxUoUtm+44UmWESyC5bdKoUXQLp4KGEkm+NlF4rxdzSsEgBtwd6GKEY/847UpvHejBVyURw5d422OML3igocK16YhAVbl3NRvFS7cWieK4ws8o5ZPF4U8Zh0RgBnQjMo1Pe0RhcgzU6X9UDE6oV5eJ2U0MXV8VIeTR8vVkSV7KH04VwHO518ysqKqtHJK+UdCVYynp94fJSXEBPrqLIFSnhRipdPjpey0GZpmf2VUdOYguc8+8C+ck5986gB0fs1E2ZUS4OXUnCMnnCbx8swp2K5kJnL4HVasZS6apLBGqNC7ExtV2FksUgAg9GujSY4pUmJ0s8fj5iANU2xWkL+jSnUWc1Ndf6tFxwgTthrR/Hbc/eVBd3T7RSJyTVshgnc9/S5Tee51gSuZqOCMnzha6txjgH7iVrrocQCfr69eqdDOLOGF7NijseS6gu8FkHNRjp1gILf7M3N5t9Fc7WuIZIpVCFq2UZDSQS87iqPBh6zar2ja8Cwn54oPvjZSWJQ364WVln9XUKoIxhJ1DjwyQfHU9DmRTRdp6cpT9GlDGkkX/FjI0+wyvGK5YjF54v9XsJqWDGRa8Cjg9cwMkJLkrGMxwvv0Z4eL91AGT8O1qEo1LAh6zGvMeQIw1z66zszxff+NVrc+c5MM0kbikqo9Fpe5uIlOWL77bcXb7zxhpg+fboYMWJERCHfp08fMXjwYDFo0KBC3i4AL3RNwD4TDy2Rnqf2bURdw7YoHtm2ec1bVSuWrN8ijtl9h6yQgRZcE5udTfGCeygrMrZqqDaAoKMEC5egJalkiSBErZFa2EPmV1Asjttzh9gmgEMNOaEJhBK1SUBctLoGR73M5XgpjxlcHzZPk5Chck1we2gOjDyuY1uUUA0ehqw1Hi9u2MOEWexg8c0Kzdnrw0agxgcVGhXae4YaqjAKHNoGz4W5OeIer0wenIVcAwveUjAg6y/HNOaKn4ewiKhmEbOhKI8X6O+g8CqrJRgSoL1xQdAQatg+E3bKEK307tpe0v/HyTXi1wOlBYwanCFAvVOVyA6AVwz5OEvXbyUhNU06uYZGJx+3tGPlHZQwdV91rFKqtFIUJF8T7rVsQ1zQNBkoQJCD98+Ra8DyIj0gTDiwAoTd3veNQ+S6AlECXI6XTZnScryQpR6D/q3yb9PcXmkYFRyLx8skgJiYE9VzgGKAw6NgDdy8bYs1pBLmBKRFwfuNQoUMXido14xlG+XvUCRaCd/GHK/Md0AL/68rjpS/P/v5Qvm/LXfDNPZMSqzW9+h7WnvQSLqSIKfGHkLcVobBa8WJDV5zWCuyite2qC1aGoAl/8X0HpQnZytS4het2RLtVd86aqAMs/zxqXtKwZZTtrt2rI7mKpdbh9ulHlev8Zcds7irlq7PlhAA4wUoxXg/N4U803mjnp3L/4xkkVg/6e+H3jPbtvZi+Ya6nJUh1TZQPtQ+sm9GwVTPFfOqGpQpClgn8btJ36spWmdBkVdrqur33XboJJ743lHS4/aXd2ZkWQ0j46jZ42WM1sjsvfg5TJEhkqglKpnQYIyiaoPWNQhDBfz9wzliyJf2MqasrN28Pt1PFZ6xVFDFSwEUrKBkNR9gsdtm8XjBwAZK5zW1WTZBvIjhxPBv/uMzGaoA7nxTHLnJ0xEn18hc17A5g1CqBC/YoGyhVJg9DFioLjtmF/Hm5GUaXTuNjcYbtloo8VqNJ3gUaggeL4P1Tt2/U7v0AqcUL5N3gmM1pEKEqmmRfg6IeW6yxl+7crywxxAOVQu7EoSzhVqz18GMXnAcTnzN3qshogCnxABJPV6RJwMt6i4lu2en9iy5hgIo7mmLLFU0UnYBvIkXskChgncMl1DvxhTmmVa8ssItjpNf3bDNU0DTiVZMG1yvLuCZ2uDFVAjzCRQvVx0vGDO4GCkoXepZTPVqIlZUme8RVyay4apNej5QJMhRj5chx0uFGtpCjy2hmkvXo1BDSy4bGFniAnb8WOgXsOqr0GwTU6ErfLDRK8crPndojpt5/cqOt4mL1knB6qjdesZyHaC207zVtdYcEPCkqPmgmPOAXVF79yikUkU5pMN/4oJTtpZWSsxfnfZ4gcdmzqpauxcQXyADU7i8qU+0fcWyPpn6Pp3TWq0XSPbwhCqPvdGoYTKAwBjeoI8bk9cc1lDlMZWKl8E7o9ZfW0SI0QCCBGBgLVXngqfrksMHZM6LPz9WilVIPMzV7L2y9zd6zFL2/B1YSzbVZef9MhQOqRQo/K5MHi+1zmT7Jq7YU2RlmHg/0X2bXgaa1aNTPCTT5RU10cmDwfX35+8viU8OGpAu36PWLVXeIGM7Z4m7FGDcSGZmQ7sgSgIUL1Do0sbdbB+o8gTYCB3lYWcMnupz19qrFC8uMgXWVBXtAgZ3tZbUmOpAZpgvFUz7PhCwTFi0vkV4vIpSQLkScP/994tddtlFdOjQQRx11FGS6r5SoTYjU0E92OQ6ZawOytukud4VwUJdQxQfPnLuaiNzkolG3MZqaEygBI9XRvmDCWlK0sV//+HCA8R93zxEXHXCboiGuSmWpG+zNBnzARqzHi+NCtqw2KuNETOMyXsxi6Pu8RLWOiJp2l9hr93iyPGCzRFvRkr4V4taFJ+O+mVNJrEcngOETJO3Ajxe2XwKkZfHS4XY4CR9qkTQd4/DO2ATsyleyovmk7/TOTP+9dyB+MKdDu/RvQWm+3eAUEOkyGOPjXymWJvMipIrx0uxVsavF28T9qZyx8JmqJR7xQ5mClM0FWDncrzwGMKJ1OpYFYKFSXFU32b7Tw8zVTD1TRSWmDnWFBKjPAo+oYY2wc6U40XzpEzh2jZWQ5MXGebcE5/NF0OeHa8RGuhraPp3ILD4yoMjxNf+/pn0MKljv3xAH2kl/smpexrXVZyfhgugZ0P8DHtHdTY5HpSHRsbTAmNcFWcHBlkXOQmFbS+g52p9Ylmg1J5EFWRFk06v6cr7VFEIcZIbs1Aqv8OGs20Wj5dSvGrrI4Fdm1s2JkuTdyxzLM45ghppOAJFwRSmFynb1WB8ULlnDQ5PHPbwxvdcFZFB+2BZhvkSX1cri2MgJol5jg0yj1qHsmF2+vOmny+7vr8+aal4deKSWF8AoJaZan+SvCuTsQPuefp+fcTXjxyYVaYz11FkL4pp0OTto4Dcyli7Mu9P7RnwFch7Zq9f9v2pUEfMBaD1vylaQzOkNtlDDdtkC6XDWMruCcIQqpzSImPmZgw3GGA8iNrIKNyVgFapeD3zzDNiyJAh4uabbxZjx44VBx10kKTAX7FihahEcDHXsHgrIQUGP1Wm1EKA2Z60EAOXx8sWaogXYBRygNn3TCE6VPE558B+UiBWi6cSYhVtsUkAN1vfMuc3ZXO8QJkyhSxEHrfO7aIF8YCdurHhRyZBDbcJvHdfP2JA9jwpnMYFOZMgRBNwZZ/WZEMF8camNmuTVVlZ17J1VrIeM3ydaBM1XAPfwwUVwtgZCTz0XdO/sTcG+kCFMOBNHFvo6HszGcKUgKO/N1OoYVahikINLR6vrDU3G66hPDZxAc3u8VIblmmDM+Xq2NqezQ3Uj1VeJQXoR1W0EnD0bj2jeWISMNT8gnGu3qfuSaiKbbx6jld1jAlSAQp/a4pXkhyvzOav+q2+IX5MtDZ49B8dX2r+mPrEpkyZQr2pkmHKm4T19jcvTxYvjF0s/jd+iVlYylxn8uL10Zo7bPryqH0QtgdhZNKLbwjhxooghLBy9ZDUeIV3q/pw/ZZsOJwpxwueXdUIhHXTrLiahWj8mS1nx9SftlDo7D6nf9+J5Hk1OeaKguoDOkdNXnNTMW1jqGFNteiBijqrS+E9S40VW/61McfLonjped3xUFTsoVZebt3jZTBiGjxe2vtB7dMUL+TxUte1sjMjhRAj6hvUBjAen/qXD+QPyBlc5MvkJevFj54cK659apz4dPaq2L4Bhk2TMcCW82QydGblkPhx6jprautQdIN5vcEGYFzfzRSWCO1W8l56XMVlIRwerGQLW46Xae2FiBjaN1aPV7R+oLFUZRpLTZpRDsptKBzYv5ssXQH5aVEbg+JVebjzzjvF97//fXH55ZeLfffdVzz44INiu+22k3XGKhGR9UcLNVQLaTrHS/N4GTYvHIYGSo2RXMOQ40UtHazHSxakzNb3scVpmzf4ak0YV5u88hDhDVv9Go/tTrdBKV7Y42UKE4L7/+GC/cWFh+wkvnvsruaFONPplDgDt+mywTuLz391mthtx86ILr0p+h6eAehuYXE5bOftYwveqo3Zd4O9Tlhh21zfoD2nib1MvX+12FErvwrhNG2iGCalzgSltGDFOU4OoJ9Da6upBV2FvyiYFG6bxVopXqZQOgzFsIWvhfPfcBujArtNqUiosLHymT1eZnKNk/feUf5/zoF9rV4AY1idxeNFhT5oN1A3g3cENjLI/YgIZvBGnhEMsBUyy0ga3zjpmhCFOhNyDXocDjXMegvMawoGJboxKa7YC4hDgIweL2JU4jzh9hwvg6JDCygbwuNAyFDNm7p0Aysszc8wB8pjl2wwC9bKeIDmA1ZccA0tlXOiez+ySnPPjCFk5aZtxtqOOIxchXBDuLBxXSVjAkORN9hyN0wKAPbaY2RzmfW+pmsI9ZaYQro5owbn8cJrkSnUEPqteyaUDe6rBGBTKGVDZs/L5u3YBVjseYY9ssmk0CkPt+Wdq/AwbIDVzlfe14114tJHRsqi1S6PJF5HIZ9UQR0O56nfbXsxhokUC0JwIWwWfj6bk43aMa1X4xasjT57afzi2LsF70o1E0lEYfJYcYqGup+Su1TerWk/w/sNrnlm8o7B+9s+M64g5LDRER6sjIaQi8XJNxj42GyOl0nxqonWaZiTJnKNNpm2QDvwurwQKV4v/PAY8cZPjtdyk4PiVWHYtm2bGDNmjDjttNOiz6qrq+XfQAhCUVdXJzZs2KD9lBtMFmuc45X1eKkNKXuuaROUeRGGRcMYakgVL8NEx65ttQCDEmelyzaEF2DhZsWGOpSvEl+wTPlp2cWmKaK07taxndFyhhmeIETgr187WFqdjCE8mbZGhUQNdPJyUyFeJrCW4ucEuts3rzsh8g5h7yUOzcBKAggeylKvNmXVpyarsmKUVH1JrfzqOrZcFgWbQkahBA5e8dLHz+47puu5qPGiFnSaHG8KI7MqXoZQIfOGgpnEXB6v7JhWSq/J2m23jJtzvK49ZQ/x4LcPkzkBtnAas8crfm/4nSp9agMH78i93zhEtlkJGCbFFN6dOkcJtCZLu22sqfmFw01xv8D6od5hFKrp4fECD7JsZ+Y7k3KrSjOkn43vv/aWUEM97MaieCHDEnikJNmNzeNlmDvzIQEXKWFRiJQhPAgn489avsmoeEVjGFvf0VoDVPCACw5ORxPI703rXw0QsaQFSqgFyAnXIECq70HwM3pROY+XYayDMvLkyPmyHpUp5C39rPHxp/a5uMdLX0OoEG0K6ca5uT45Xtni1Sn2ujCnwMOr2qgMiXqOl/ImN4qz7/lYHD10mPRice8BK3mYmAePJdO7wfmbWFhWy7PJ+/raxKXio1mrxO1vzYj2Hz1UMvtu8L0UyRNcErMlRsZVw15O1xl1aXyskgsAM2FuGMabajs2YIyetzaaR5AOAJT5139pL3NqgWWPUfPElONlUlphvYJjVRRKpLihy2NDDx7Lqji5zUut8qTBgG5S/nRWw4ZobhhL6xjWVdM+afR41WRDDcHYnZUrRKwtmHQJMD+Tpyr7ryqdGgE/rpDkSkHRFa9NmzaVleKyatUq0djYKGnvMeBvxcKIMXToUNGtW7foZ8CAbLhYucBsXcSshukNR3l6TBs6hj5Jst+reH8MOuFShg0Ss+/VacK4JXnY4HHBdPJKEYFaHuo+Y+evE0OeGS9mLc/mPVRbFhtMJ68+NxUupJu8SThQIQNKYcKCehQ+YugLyX5nfM54GIgKq8ThACrsUymUynKl3mdbViDJnJsJAaUeL5vQ6MqtoFDeFmhrlK9A655l7gWU0j/90l7ijP36RN81ch4vg6Jhs0aqkB5XHS/wykSeUcaSlw5JNJNrmMKlTNeIcrwIqyEYN87cv4/00pmEf9w2lyJqY5qiiBjoDKyPML6UwKpCuEwWS4pISYs8XnGjDdxOHaeFD8ZCq5rstaoixdXk8TJbSM3WWXf4IFZIMNR7+s+oBeKcez8WN708xUhEYjoXsB7lqy5dly16ayqQi8toAIlGRGZkWCtNoefwXN88aqD48GcnizsuOSg61lRKQHrHMoYtLV/IYMFX7YLrwRhmPYaGMag+gr54adxiqaw89sk88asXJ4sfPz3OGF5n689I6Sd9T3NTqUFEKUj0PGXUgMfnajrpIbBZL6tN8QJBUnlllTHQRAQxZ2WtLLQN+9aIL1ZHirkedlkdC0sHJV39rSl0jCcH7qn2GUngwOR4LVybVV6+WLkp1nfwLCYle03mWfE4Sh+vtwX/bvN4QfOOGTpM/OXtGdE+CQCGZpOyrq6DvW5zV9dGpXagXhl4V/br180Sash7vEx5nqbQbAB8TXO8bEyTX80Qo8gIhWqe/VEZL2HMGL3nmbUO0h1Ujtd27dtkxwVTLkftk3GPV3yMg3Fdha2C7GGKompr2T+WrENeUdPaFsg14pg7d644++yzRadOnaSyAjTz8NO9e3f5fyXhxhtvFOvXr49+Fi5M096WE0wucZwsmw01zCzChgUbQ7qFDYqXl8fLoGxgIRUL42oBseV0mEIE4Du1aEISt2oeUJG+MG6xuPGFScZEZVMdL7DGqEPMAoJ5k9cEGhKHrfoYYGpHlLgsGejs1mrVHtjogZ1KFSal70IJjJHipcg1LLkk6b7UvW8YYDFVuTf5e7x8Qg3Tf58yqLf4v1P31BZi2HhsHq/uHZXgHR/zNgHcRa6BPVkRuYaF2AToxym5ho2Vz3QN5bFRyozJG2DbZExtV8+Ix6aNTY3CFOLDhSrj929S5ABKkIlyvAx1lDRjELCpGbwv6b/j5ylhOCLXYAhH4s+WhFwj3iexHK/MWJieoVMHBczuHTPMS6RMLVmXpXbX17+qWK4MzA0lsGvjxpDjRcfXwJ7byXcbMdxZiJlUqCGEO5tDIHXDj/obC60QNrTZYdBRzzpj+UZx3TPjxS2vThXPj1kkP/tszhpjn6Tv5+/xomOVziMVamjzrtN+MoYQI8+u6n6b4gVQ3iWTMqLGGfbOgIKjlGjNoJcxotE5r8LUTd4xk4AN9+yCcrxM0SNqTmPhWDFpUmXK9K6Vx8vmvQQF6uXxizPecEuOF/obSMHufW+2liMESqHJKEENBQB4pVBsOlavzOgBajKuo4qwyJhrbrimWoeUx8uU44UVt19+eR/x+OVHiF+fva8xQiGrOFeLPXt3juaSmQ00a1RSijn2Ymk5dib2X83jlf4e9z2OIsh6vGx08tXCBBWCaSVVcZCctEo6+W9/+9tS6IScKfAk4cFcauywww6ipqZGLF++XPsc/oZ6YxTt27eXP+UMLgQOBnYs1NCyEGgeL19yjcYmGVP94/+ME8fvuYMY1KerleoWjsXCuImGGf+NlQfMHLZ889YoLIAWUh49f604YtcedoWm0ezxMi14VMDK5qSJ2MKkBBRcI0ddBw//Hp3byY0CkmojKl3Dc6pzV9WmQ0vgUChKDYsp3rip4KGuZVrQaKiYLUxMWcHsipefvUYJAdLj5Sh2qkLSVN4GCDWwASjFfru2bSz5O3ElmMJEC2wK/5ObDyF8MeV4SQUNsblFdOiWHC9TGIbKTYQQrvQ5caIVW1iFmcEv7i0yerwMc5hjOYNNulNGaVrvmeMFUPNSzTtTfii+ZgeUXxc3xBieNwo1zJBrNPGhhlhgNuXyxDxeKA9i5vKNsoaMNcfLME/sRBzVViVVKWFKiDEZjmgZDWWEwmuMSbC2GZNMebaY9CcKNaytEx0z48AUthTVssuMB0wGcvId70sr/NUn7RZ7LtoOhadGLpA5r3FvlH4em+NFvqPvmI4rtV7BPMahT1rh1qaUUI4zK528yH5fU52tBWkKbVWCaaSMGN45Hq/p8DFhzYGm65ppzppzl7LvPPJSbG2I1lndy5kZi2jvVd4m+m5hPFAPM+QepZ9V7xN1LpBegLFxw/n19jpehjGE11lQaEzRN7Z5BAaP9LGoPUwINiindZm1G6/nZjnCvF5CTqR6X8rjlbKUdYCxe9LevbTnMZF+wLxT82ba0g3iy/v3jfUX3rvUNWBPU/PFxawI44MWSKdyGADarCJTNI9XVVwJpFD7Iv06G0YdFK8YJkyYIPOo9t57b1FuaNeunTjssMPEsGHDxAUXXCA/a2pqkn9fe+21ohKhBiMkl46et0Z8Z/AueqgQQ65hEpzkYp0Z1xq5hsXj9d/Ri8SY+Wvlz58vPiB9nsVbpRZhoDR20ckb8xaamjSPF4RhUGQX0fhiAwuuWjxNLnN8f5uAhb0KSuBTuWbQd7B4ggJhytWAooyANbX10YZuCv1UQoGKWwcBCFtss6GG5hAp04KmaiipMESTEI6Ps3m2TMxs4E2im6HJ40WFFVPCPhwrFS/p8Wo0hhpyeVtKcYt5vAyCBtwr2nzaQc6FvqHg3IXscbp1kLIa+oQaKmYqELL14sTZd2KaH/C7ac9RVnp8b5PHy/TOIwtqU/weMG8UDbfJk2ALNVS5SGqs2Dxj6pomRkn8zLbnjcg1Mu8T12pSypm8hqM8Q3weVUeJ9+CBAYIdqE9Fn18+o0GZUiUrbEQcGFRoUUK4ScGhXaEY4kzGNKMXi7TVlMeSDTXM5tBCDtJO3VUdHoPHK2OsUeNLMaJ+kVmfwWCkvC8cnTyG8gZpz+mhyNo8XlRJU3k2yjC81ebxQuPIlf9iKkSLjXHZthDFSykjBgUHQ8vb8piHSmnDwxu/c+hXeMdYwcmGGtZHOWsmT7yuENb5h9YaDMDy2My5KsLjv2OzpBfUkEjPpfMIxquRWCIzXujaaJIZsrlw2ePUvgzGPAi/BcApURkYND44Kn88pkHRV/tbsjkrjKyUECapKNlV/TST4gz7pVJWIY3EFB5siySgkSEmxQvTycOanA1Hrvb2eFGDjCk/sRJRFMXriCOOkCF55ah4AYBK/rLLLhOHH364OPLII8Vdd90lamtrJcthJUINxt+9MjUa8JilSClearEx5U5hgIVO5XNp5BqWHC+wCCuoAnc6sUXW27E1I6TiiW71eFmsNMtRjhfEclMoZczE5IPrnIDypzYGU46Xzcpm9HhlFCpo+6DfvCmJC0zx8T0yCgMs2qZNDQtYamNUz1pleBfUC6n62ujxUjTLLmE4ypEwf2/KH4M+a0f6K1KyUQgfftcg9Jj6Gq6/VaQJCiKPV4zVMOPxwKGGilK3bY2ob8xuBEoYNIXSgadFeRhwgrFknWzSvVlKYMAFlCFnUbUxokMnApnJ8wQbErQLzsUJ89rcNFk2Lcnd1AKZKMcrc8uPZ6+Sm/W3jh4YfYfJeZTlHivetiK26lj1POmwtqzySseaHo5qzgM8ZveekpERmD+BWQtbriP6++3aRvWkMHsfviZeAxToPFLtfn/GSvn/i+MWyxxE1SemYzEUTXRMEDUciwkzdPIBXgiXxxpCDTkvPr2/yfuByYV2yPThqo11cg2S5xjupd6DGl8mwViRiJjWFZMHA4/1KPQoFmpo8HgZchFl2wyGQ+iXLDFFZh0gRDBaqCGa20rBhyap7sN5uGrcKiUcxphaE9WahMkH0m3O3tfUT7goMn7ntrVcweTxen/mSnHPe7NlmRPVfljXssQ/qWhtdBlrs4oxfT/2dsVyqOn+gWoH+pDUqLA9NS+gFhe9j01BVVMFXzZLER9XhnD+KKz7eI8BJQ6MBkaSMPS7kmNk+QVDNA2eh+7Ukqy8B+se/MA6CMyntA24pqkaj2BUV9c15anBHqDWKRiz1ChI1zAA9InaU+G4KJy2Wjjfhy20uKWQaxRF8Xr44YfF1VdfLRYvXiz2339/0bZt1goEOPDAA0Up8bWvfU2sXLlS3HTTTZJQ4+CDDxZvvvlmjHCjUkA3o/dmrNQ8XriOErcQYCglDQtZpmPrGtOCo8KCTDy6zRqn8hlgE1KLOWxQo+auERMWrhOXH7uLcWPBgrsSrCAu2rQAK/INE7mGWiDgK+ibaLHJ0eOlFinYrMByCJY2WMyGvjFdhl7KdqDr7LJDp4iRbOce27EWMVhY1bMAkxFujvI+2nJTjDledYRcoyZHj5fhc9NCmPV4VWuKswI+xeRFgTGsNgbq8VIhMKYQKTtRQjw0AwR+JVyAcqcEcFCIsEU3rnhVaX2FBbaYx8vgeQKhGopdQpguCFMmBZRjK6UwKba+Hi91z8c/nSf/h5DW6HjweEXkGnHrKbQR7k1DUpQgjq21cK0tTbrSo/qUYzlVf0P/3nL+/vJ3JVAoITvreU4LHPI5urSXcwa+0tny3B4vMytoNh8NwzTX1lg8XjZDl/Y3IqrInmeeq2p+mARrLseLtgeGFeSLgccmm9+XDTWENhkpzzPjSd1K/W1aO5atr7MqS6alBs8bCHVMt1c/xmRgUgqRy+Ol+kXpY5Hi1c6ueJlqTIEBLzLQYMUr0451mTEOecAqWoMqXgqax8vQKaAAK7hIsmzXzUbIpI2kT3++UFx8aP9oPMDzq3mjiF9c6QlK6aFfsYqXY27AOmpj2KUCOW4DAM4zzSM6XuCd4PNwmyL5RDPuxQ2BoGSp/oHQ2pPueF/0795RDDl9r1jfKWY+aJ9SViHfl/U8x8KDs/0TK9WQOXa3HTrJdXBeRh6z1TRVY962/qo2wH6rZCdYI2gJDeXNAkVL7aeKQAbGOPRx5MmvrrYa7pQxUsG+XgXFKwZQar744gvNgwQvQLn1gVWw1ICwwkoNLaQwLYRacjzZSHwsQNG1HQsuTBLsZlaF7/QNJDu5lKCKvSBgmf/ePz+PYso5xQsm+sqMogeKjil/UCmCpnh5FRKj6NjVdUGo+POb08XhO28fLbR0YzAKwpnfYYMBiu57hs2W9wfPgYq1xpfZPxMGIHMfBu3IKsJwH6BSBkDRU1zkOgo1bGMWLkyCjxJSs+Qa5nevxo7JCm07DxbxjqImkccLCzH4XkoogfNNHi/oL+WFMeV4YWEfhocxhylTcFfRaatQQ3UfCP9TygNcA99fhhpmNnAsNCsvDN0UTKGGKlQWFC9cN89UINanjgzOgVQwJ/XHrf50DsHYxG3gyDXk3zUGxUvleKGxAps7za+KQg1l6HHca4f/xvdVBbTVeqIED+xxAC809EsTymWw94s5xwsDcjPT7TAr9hiRkEHreFlq55lg8tjboFnqUcjm8BkrpKfKxcgIa9aRfxwmTtxrx2iNgjEOXnkVvqlCwPTQLf16kccrgRdQfmZYx3G+klr7qALKCfYxVkNLjrJaA7ZkFD3KwAljKlLgm0xrSHZcd2oXP1aNcVDgkihetvzr6FiD59GnL0zXVd5xGMvVmfUV9mP1DkxGTIzs2uCeR1H7yVe0XdCnDY5xa/L+xu9jV2Z7UsUL978pFw55lhSA9Eq1R3nw56yqFVMyxiG6j0Ifw9hYnplPkB9u9jxnZQvTs4NSPPSNaeKUvXvF9o9eGe90NhRZxFkNkWETDLlR/T/teVVETzuxaO2WyDBHFSCVFw65b0rxUsZhpXhlCTNEti/IewWlDhvyY2Mk009TlqyXPxAC7ltXtMUrXldccYU45JBDxH/+85+yI9doiaCLEAgWON9FCamm45Ms2EpRoeFMSsgArNgY9zZhoUFZTXBo0awVm6IFC/LETDTr2AuirH7gTjdZvkwFlFUb1P2pgPDs6IXik9mrpYB9xbG7xu6P/zaxHMH1Lx28i8yvO/H24ZKJakaG5Qy344D+aaFm1oqNUVK9zTu4jVDnq5AV2f7M4klDTCJWQ8N7jTxZTAFl0/N6ebwaGY8XCunU6blTxnulBf06KbwrgUApNQAYzzhcwlS7TgHCTTgCASyMwbvPCmGNkZIO18DPDIqXGk9K4ADhS32G7wMWTBORB6AP2hxNxgaTdQ8Ta4BVEzZ4qDtjOjar+FZH3i9TSBIVepehejjKAs7RdMO7oN61LAMgUqgZBjo29Bjl4yko5jV4Rhhnak7u3buL9J6DoQKMOCpfEF/T7PGigl28rWrd8cnxUmuij8cLk2tguIRd23XV71Ak9u8fzpGKw/+dsoexrbg5YOR4Z+pysWevzpGQCms+GLhA6VShUabc2Xios0nxsud4ucgS1DvzIdeI2mYYpxQmQwUNNQSPBvS/rL1o8D6nBcz0OIa+hj7B9ekU86RivsVzgXrybUQMCpg9zkZTbgKe4qa+Vu9WXROeGTP0mmpiYqj3Q6+dRDGm7wsMhard8XC7+PVMuXS0TXRc4ndCr2vyQuH9/muHDxDPjF4orjohTRpDAeQWtly2OjQuQNlQ9wWD37VPjRUH9u8WeVptKQ+w9j/0wRzx9pTl4uQM8Yaaj4plcen6LcZQ/vSzpPSoFEOIcjaip60sQ7F8/VbZNsqAqOQqGP/LNhDmzowxzMRm2YY8GxyrKV6W9fNn/52YaXeNOPegfqLSUBTFa/78+eJ///uf2GOP9GIfUFzQwQkbuVr0YeGjG0kij5fDug0bDF6goxBFi4VNCRkg8KpJh/O0wKpioi3GoYIqhCCteNnbzuUiqJou6vmnLd0YbSBQ18P07GaWIyXs6xYwULyUdRO3A0IGYVEE6/GkjGcBC0OwIaucAVgUlRAM5ylGQ9V/nDXMtDmq16b63UauQa9FYRRgHKGGuD7Z/cNnS1rkG84aZLyXMhTAu1ZKi6IaV99jUhTlSVfCPhbwZRhItIFm26aui2v7gOIVebxA8VIhiO3Bio0UL5TjpbyIoBhGHlE0PmxKFy6ECV4vk4BtUqZwvZ1fnb2PDGn93Xn7RWMSK7ZZsoA2Ymv9NmueJpXplRAG94B+VeQaShCmawaXX4I3VtO9s4oryvGy1C3TFK/2baJ5AtdQAhEYNp76/lGyb2VYj0HpVoQpmIiDzgVTmJcKYYx7seLHZsOc3N4x09yhz2vKK8PnmUKJxi1Yl27L1gYxPbO+2fJFMFTUglrTgFwCFK+ILIhpl+pH03VtXivb8SY20DgFuX0DMDHsUWC6bDxfMECYlNdqNBtB1PxQoYbQJnhSOBb2B6UsYZIO1U94XUs/n7393PO5jGha5ArzbtQ7Txs2tnh7zLLf6X+bwj2jiApHjhcYClX/UMMDDtnLHm/xHDOGAhVKy3kcNXkHRRLdcsF+suD9gB7bSc8yhSLsiJelgTY0RooieFjVvWAvgJ9XJy4Vvz57H+Oz0/cH0TVH7pKJZslcB/LGtBJCBpmPerxU99uMmX+88ADUN7qSpiIccKitmm+KJEfNgzbEmI/HBMwLnAtZ4xgjn81ZXZGKV1F8dKeccopkNgxoHsQsRaj+Bg4VUtArhzsWd5rMTBYBEGJM8bZ4osPkUpMQe7yUsKCEL1qU0UQCooRCmKBSAGe8qfjRKAWuUlxUO3G4AdSdoffHbVA5afDsuNiogkrqV+EndIMBggC1YMrroq+hr8BDpHIcolBDWbMMCbHK45WAXIMeU1CPl1Hxyi7q6lrwzLe/NUO8MHax+N/4Jehe1UbFS+V50FA/WoiSxrl/Z/DO8vfrT9vLnIyMwoQUQOBSGz28W1zjRPN4oVIIKm9O0vEaEqRtYYaqHAJgERrzWKjnFC+4/6n79BbvDjlRHLlrD6O3KMqPQ8KdmVyjyuKZSB/bmQlVlsexXgfdqECBiQdcOV40/w1y5ACL125BhqYqcczuO0RFRE3Ck5qXeAzRda2GUbx8vFjZ5zcJXX7gGO5wcr9sgyPHS9UpsuVMcN6PmOHOYD1XoHTyJmXUzGoY+8hIDpOkP2NCv8HQhMsQZHO8dGUI1klj/ktmDcHjukv7rKEHhFbshcG09OocHOrs8s5QcJ5HLsrFGAaa8b6o58QhuzaWYhPihCa6IQmvRbY6XgrQ1abSCqY22Qge5H2Y0Fhc689Wx8tYWD5TKByULlNbcJifzViQVbyyRjuMaQmMJUsizxZWnHklvd7D4+XKd1f7Ec7/ooY2Gk5bE7tWtTbmsReYRsvRduC6hqK1e7zOPfdccf3114tJkyaJAw44IEaucd555xXjtq0WdNLjkDRYkGOLqLa4OyxlNASH/I2VJv0e+t8woWCOKKsUTuZUXgNMn26z4qrFKm3xTlvkrW03hOooRUkpLiYhQMUy001E9dszny8Ut705Q3z5gD6o5k01Y0Uzh5gpTwe9j8oZgEUxYmiTceDCHWrI5HjRY1zhKXaPV/xzSvoAXiglOKXJNdLnTFdxCJmwUgV8q04GjxdWvKgipOrlYGYnKDh5yWEDxP47dRXvTlthDTVUSm76vjXRop9WvLIWcNy+Dhq5hjIkYOEs2xeqD+ArqpuCMh33eMUFaGO9FkvOAxa21aaKNzJTngt9z1GYXOYe4PFLGsIVHYtzvAz5ZUrJ00oOZJ4RymMM2H47Y+gxAAqFgucYQpWtdbMybcPhQlHNKcRoGcvDYLxYPjleCj6Kjg1cqCGs6XouRHytxFDKvY8QFymYmT6giohOrqGfH9HJe6w/rnbgSIro3gYPig2K0t7f46VyvLLjPWL3JWQC6d/j0R00ZDbar6QnrNrp8TLtWdbn0xRgvR9gLcOKiEmhMJY/UF4KIrhX+3q8yFfUeArz3BaynHjMpB1HTpiKUivEFBR0G3OIupnwwphTbXlOdW6keMF+VsXMWUquYRgWkbEkcyxHqIbp5LUcL0PEBt5TMdS4VXukiiTqwni8sm2pjvdHffY7CO1fl/mATlm6Tqu8sUpDURQvYDQE3HLLLbHvyoVcoyWBTkS84MIkq6mmild1zh4vOgExS51+D/PChAkXVDswMxxOvjfRyWMrkcmrhdvDWQ+VEGgKe7HlIqhngjBCwOuTlklvA70+p+gqUgVlqU9/r98/bQWtl32BGbFMhWutdbxYS7DZW2Y7jsLUZ+9OWy5jwEFoA4XqjP36RIoGhPOpdgHrYyykKZNLoqBo2SEsVXm8VPFWWnwbb4w4/h6OUfl0qitMIaJYoYOY+o6ZQs3pUMOsxwuHPaXJNZTRoD4eaoi9TsjrR4klIgU8Mw7SbY0L0OZQQ/re49ZKNdfwM3J1vOhmpu4RE7wtXg4TtBwvw72x4qW+h75+d+py8b1/jRYDenQUXzl0gPG+UFcL8jIhlzIygFgUCyUwgQKmBOwk+ScYPjletmNd662tDVTBoB4NTTBm8qt8hN2sZy/z/hPkCEfkPglyr2T7q/y86EnINeh9TOMP7xcRQQYSWlXYoWkuqjUhlgeNi6tnhO90vmG8LTGPVyKmQvSspB9UnmzSUMEox4v1ePkbGnC74NrYCGQroOxzXdqmXOcR3at1BVNEMselj4wU+/brmg199GBBja5pkaGUwRnXEzWHfPOhhuljdcbQzu3tXqYo7QLJidIQHuUoN0Xh+5QtUUHNEXUNTK5Bx7ii9c+2RWjAz9eWjhGHx8uW19cqFS8oSBzQfOAsY/Adnac1OcaR+3hJbBOGbno4tMjGDGoSQtVEU8IkPgYEZ8W8RdtAFy/VHk4QctHd6kn08VA5BeqVUwm9JoYkvBnj+k6wcZty1uJsbCrU0P5c6h06a79Yvjb1GdSQgzyBT75YJXNLbj53X/Q82TAGVZEee3poP6s4cfAmQbkCk8cLPx+UIYBzMJMnBs4vU1DHKiVYhUR0bFcdWfLUZgL3wwQIaSKNzOaZ+TwdfmhQvJRF0cDoBwQQuHiqiapdXi+VEne+PUOMX7ReXJ1J5ObCYBVUzTxN8fIINaTjhAtVTiJkmwRfxUQGfarGPXjqhk1fLn9fuGaLmLF8g/GZ9+3bVf4P7Fa2d0/fyVYUvsYZHrg11SfHKzrWw5NmPxefF/d4WY81zE9TSLSpfQDlBYzePxNqSp896/HyD0eztcN8boL35LF32XIiFZSgnZ1fmE4+ZfRaReHK9Q3RfgVrC+63bKih3n5TlIft2bg6b51i7wz/zszXzHViComnJ47Lq3OFGnJjwFQv0Ma6S4H7Kc6iZ9+r1Th9beJSuXZ/NGuV+MaRA40GniSGhrjHK52vSqGItXyMJdk6cMpYYvektst4qbGBPs0qWxUpccffNlzs1L2jOHWfXkb5CUel4P9xf7b3MC6YSNQ4xYv+rQyflYaiKF4BzQtuATLWTPFc3PMRHLg4XprjZb2GYcFcn7ESKeUGL5Sg0GDFixNG1KJgsg7bzjEteMprg/s5JqiS0zgrG26bIueAzUr2FzpMLZ5WjxenjHvneJm/t42B+4bPjn6HHC4AvB7YfNU5ODQgCm8hz6/CXCCMFYpoAvBiTHP7vvnwSNn/12cK3MYY6hhSFIjRB68KfLXT9h2zhXmhbhGiiN7WmPVKwfMoj2mkOLTTPTY01NAU4hfzWlTZw2uh0CmgT0ZZi713A6OiCv/A1k8juYZlCmQ9HrzHyzfnw6T0qfEA/an6CJTV6RlGUMDsFZsy1yKKV7+uUS7EwEyuhW3Oqn7BjIa5erx88sEU4iFJ/D3x++PCB+NjBynsXPh1jNWQa7uHx8vCash5I3xDDU2gxyVhNTTdQ+VpAZRhBCsHat0xeZTVGvLto3cWo+evFV89fIC2voNRRgnE3Tu2M5bMiIcaeo6VWD9QwZjxpHl4vGgIHm5KEs8UftdwbUxmZGL7s17X8J5t7YCICRUWTI+Lh+xSOn8Rax82mKlQeZtxz9h2i9c7MiIjcg2MrGde/45Lr8h6vOwyhuoDNZThcjIyKnPd4dNXyHQL+FGGSdo+dX3YJ2EeqD0PhxVmvbrmvcro8aqpjinr3Lmt3uN1zz33iKuuukp06NBB/s7hxz/+caFuG2AQ7BVwCBcuTGcr6GcCXQ9ccefZ88jkIrkAuLaTDWaP1zYt7wRfQjH5mNoQCzVUlkxWSDEL8BjKo4EX4timZ1Es6LMpKAuRSs5VCcAmD55SwGibOYVSWeucTFiW9+NjnY5CyNrURGMMgGuR2a6n2L/gGjZWQ+hTOE0NW7DofzZnjfG51GaEGQaV9wuu+871J0rFC87rie69uc4caiiZ/jICmVIeO2KPjaZ4Ycppdb4wCrR0bqmNC4ciqtowthwvE226Ke7edC6F6jfK8pZrjpfpPkoXhr7LeryAVCZrQFGhvfS+StmCzTdbKsHcL8pToZKxQcmjha5t7fYVpPwUHeuh0lqMvZ/c+hUXGD0Fa496SPQ6bL6IxcOROGzM03thZojzu4/RE4jzMaOwZt27jq8FXi4Iv4K/lRfx6N16ipG/PDUiEeiCPPZqfegGEQtV8TnD0cknGoOOUFRKTGODWoN4mnv/8a6ztFaLDsgA5RNRkr2OYcxY9u5OVPFiPIOcZ880tBaotchi3DPBRbEvQw2TyCEe74+u2VyxbbpHqxBHgCqJQ/s/8nhta9BCFnF/qj3P6fGq0dcu3D/0UWMeLwvHQKtRvP7617+Kb33rW1Lxgt9tgBccFK/CwmZtwQNaUicbYtLlcRbFi4YzqGNNgE1HK+7oYEOEBZiPi9YtO2ryqs1OCQP4Gj062alhqVDLkWtkzyELnocyA+jkYIHjhCZsIVIeL8VgVmVSvKweL7fw5QobtfWNj3VaCcLKw4LLAbju06NT28ibpIQhvHgroULVy1GYnaHbtymyc1bWisNvfUfWWlNKGPQFvjYUs1Rhnlk6+RotxEh+RgQTUODUmMIFerM5XrpVT32GacHpfFAbF/bi2hg3TWGOKkcNC2EmZjebIKaEWuqtSxJ+rIWRMGMSxnzk8apv1DbUiFrYIFxCv4NF2lbcWCnsynqsrNfw/mzFqF1tTSL80+tQ+mS6Lmhhp6ylnmGtS9AeTt9Rx4I313Yvawi351rp0w79uCRjz+2Z1Op4ITIghSydefrcm16eLL5YUSse+e7hWhswy6TyMMMaiEMNsfBrC8PSwuISKK90f+VKyHDLvppjtqgBp7JLro0Ng/A8OLw3ZtRNoGjK8y39Ezd84nvwHi9TqLcx/zWB15s+Fn3nnVB+sAkuOnn92Crjmq15W0kfRHt0pqEqX0wzesVyvLIeL1wbFd/XlsfYhiEngvfTro05T18+O/kb1lHwuLmMyC1W8Zo7d67x94Diwzbm8OIgJ0FmPpkqqdeZrmuY4LZFF7wyWPHiEiiVx8kUfsWFJmIoiw7eULoztKU0n8OHfcvH4xW1Fz0frutC22gSmlweL0VDbLKY4n6F26iNmxUGM9+ZamhgRcbq8fJQvFTuk2INTOIVUAr0mtr6bJ0l9DwqB0zVy1FYGjE7EeEbCY5A7nHnOzPFiXvtaByXUCxWHZcl14gvk/Qz3WPTGCUnR6GGGm19+jj4Hp7FFnJpmh+qX21CJVYQVQFoLISZNiibIm0jaokrXn5eB26uQd8pLzS2VpvaowD9B6UbINzXVmNMCWGKfRIzVVJlWm+3vyclF++OSfHihOUklvokxiRW4LMYdzjreRRqmGC+u9qRROHgjjXdd1Ndvfh09ipx+C49Im8oZjpVc1rtF5MXpz3Od787K9sG0j9dDR4v2JuwUmXLMeaUbQzaXTSiJObx8AwVVP1JnylJ7hkGrUtoYm21/W27TnQ9y/Exbx+eR6R98Xzs7O98uD41vviPdxpeCmsU9+x07nNBR6odcWNZ9ncc7onHu2qnyi3Dhira/8q7u7a2PiIJ6UrGeHtbOG01fb5qxuPlXmuhja1W8QooHXxycfDkdRWl4z63WRidtRpi7u3q2AKAQR8ptlhFwmv2s64d7XHNVHGLPF4FCymKLzjZ7/Rjubo4eCFUVedNFezVe8AeDE4gwsCbDyxY9RmWUehjH8XLNx9DPguxpplA+6dH5nmBuES1BwQVoOkHT9RBA7ob26cix+gYxYIUrRdHj1WlAOA+imSAerdMn0nFK3MfcDq9NmmpfM+q/eC92m3HTtLrNni3ntF5ndohxSvGvJlg4zfkoJgofk3z1/ZqsGdOOz5JqCGayNxxINzjMCQTTIIWhKWqPMv0/eyWWYAiSaF07PF2u4VTn2NN36X7JK70xdkjc/R4JVB6OCOKGitx6zk+xmLQSpjj5ctQZyMq8DnWNPzACAPK1EWH7pT1eKH3oMJR6V6l6iaZ2qDyXCDxX4VcQ/4xzi9U/cQx1iXbm/Tr0PBQE2kEd122XYkITZBQXaML1b77K9w6SXgqZ8BwkdRotTIN+bAKnDEKjNC4pA8ddzSME9eALFReJjU04+tTWSobleI/l4B4A7Bo3ZYoOgHkL41Axpdco0Z/PzgEPCarGp4dSKRo+karUbyGDBnifeydd95ZqNsGeIQKmQoZYtgEoiSLXdriXx2F9MQnl27VgL+TeLzoYqUWVzwR6eTD39EETxXGxVvZ/K3DWKBtV2Pf9ExtofdRz7pknUeOl2Uj8yHXyF4nq3hhr6U11DCBcUktuvyirl9w+0yoIQgt6isYK49ffoQkWjgp462yXZOOZ9rfOISCHquKX0N4mype3cno8Yor8nijvvapcVJguO7UvaLvH/7O4eLZ0YvENSfvbrS40g2WM0zY6Ixx6IUS9DDTlGm8Wz1eUdgRP17ZcC9Hjhden7jnTZ8ff4+UlYy2NUoCzyihKgQWPseW3fi9qorm8bIJ1HSNw6fGc3jcpAD553hZhDjG++Hn8fIfg67jqMcfp+35eLyUBwvIgNTcBwMKKMFgeFECJuRwmmo9yjaQ66rrwPhS5DtpxUsn6KHtV8/AzTPlKY0T3OjHcjk+nHPAxnjLlWZR4b7pa9vXBvgOGwrj3gyLATmBYdhJLBFjNbSTiPDyiV0hgHetK178/g/z3sbsbAz79FCQaM1ESuyCQ9yVwZAqZNo9SRv6b5+eF4vXbo6YBaEvdTlIKV7V3oRDbaurRAp7vDwMLZQtuFUpXuPGjdP+Hjt2rGhoaBB77723/HvmzJmipqZGHHbYYYW6ZYDLYm2Jxad7XCKPl2VxBAEbJq5SvOK0slgJqrFa0pXFnt7apnjhickxFFGvh0+OVzxR2E+Y4KxNsi0x13uV0QqnFhSleGFkyTXMihdrCcaLIzqfLpCF8HhFJCYJrKSKbl+GGWbWVFBq9u/RTey/Uzf0HLaNmiheBo+VGmemkFbofwgTmruqNhp7NAeSCjZS8WpTrQl/8P8HM1dE/bzbjp3FDWcNso5rn1BDW8gM9vbu+as3xC3n7xcpXipvDWAilLAZFKJw1rw8XmYhnQrJ0D8uj5dpTHMkAnideH7sYnHYzttHYYwQ4tlYoBwvX4+f69qdaG6oZf12Efgk8ZT4UItTIU4X4sk67xFJYKzj5WnM4bwkndq10XJIk0QsANZnhGVYB3919r7iXyPmiWtO3iPzmd4HauzCNen8UULpknVbohBX8MzOyxh78LrICdV0fYOxrnIAXbT6HDkGz3pZZQxd1IwAhv1K7VVO4gTcDs/3k5TkSTdm2e8Bv1KvlubxMkRK+Hi80hEqtcZrmsaSjDRBxE95zdnMsS4ZBO6p1kLVB7RdnNy3c8/topB8VRYGPL1YeVNjnCp01UyeZnq8YOVcOJ+9VStew4cP1zxaXbp0Ef/85z/F9ttvLz9bu3atuPzyy8Xxxx9fqFsGZGATarHApHlGGKshl+zPbaggNOmJs3arhhIo6cIGAndUvJPm6XiEGnI07bFQw8xik6T4KXcs7kO66NHTXIoXDdtUoYYYWYspEoI88zy03D/UblcSrK29HJQwTQUMHI4R8/hl8v8UqYKpbbYQQN9QQ9uxgF5d2kuBSQlKIOSCUo+LP1PBBjYZ8GxCu5XxAbMQ2pQozhOdJNQQ5hK2PN/25gxJlU8FEdNYsr1Om/W7EDle0CYllKbbDyUH0oQ7SsmlJBSmcUfnvK3QMNR6++qDI8SVx+8Wfc6zGvorU4Vi8KO5odx8jtOQ25Uhve35e7zwugpjXhI3RbmYVYnzgFzt4I7De5yst8coXq48sohBtV2NLAYPP641xFQLrl/GSwYCqVLuIXxaFaOV52XGF1eIN26Qy5KvxPZw0g46PvDhbI6XxRPnUggVARDHeAr7p/Y3NQBbZAvbPmR7DDyP4pT1+j7NKTWs4YvJ8YI1Ca9drrkLextPEe+/3mCPMyfLwRiPFC9V6Niyn9rGItShBCKOsQvWRdEHeJ9WYzxWa7Ta/jeMrSphX/NN64rKzawkJAga8sdf/vIXMXTo0EjpAsDvt956q/wuoLCwyQi24qUcUwxXvE5e03IzOA9PoDidfFzApwubovKmbZLXp+QaEZ28vuBpz8Usou2jjc9fQOBCNDiPV8zi5fAg0PAHxZiFyQCURRILxVQgsi3Qtty/mJXU0jcJHF7Ru6Zt6d0lW7iYfgdtx2PBJvjYQiPiHgl7g02CU++u6bYpBaBj2zbi12fvIzf631+wv9HjYGMpM9HJm84ztZsLvTMpO9jyBwIoWNzVhjr0ogPElcftKk7YMx2miWEdJ0rwdoQa4nbTS+mbKpqrxFMVhaWg/sDFrU33NYXcUeOI8j4AIHTsnanLI8GhV+Y9m5CMQIBRXgxjzyZIUsGHE3bZ2loJ2s7pIqrtHLkGPk4em3l/PnkoejtyVLwse5fpmi6PF7vWWIRS0/qhxtzSdVsjhQSMiri4uc2owRVFxvtbrIi3I5zNPwewykyuYTECSCY7XBSZUbxUioHpmvLejpBnW1sp8Nygl6ShcFytNy7Hi1OYO7Vro633tE9iOVaZaAnrvRLMWZscEmsDGs9qz7KNcdseukevzvL/sfPXRh4vLde9rY2oRdjlERmOqssx+rlB8bJiw4YNYuXKlbHP4bONG7OFMQMKA9sCpHlhmAUPD3y8+ZsTw6usm5VuvRfWUEM1IWOKF6rDFXONk0VBWbLxc8U9Xvh3ncpWbRa4L2i+SDwfwm9xjMXHG/LduI2QkoQoVkMcjaCEN6zQ2ijGKWjBQpvAYdsIfRPh8TumYxHq2kTXM7RT1fICwNcu6ntOsOWsiaa6VuDxwgAl69R9eosZt54lLj16Z/nZdm3joYa2fDD8ffzzmpw8XqY+A4IAjKhAZ7s24htHDhS/OWdf48ZlE3qzBC78PMB9SIUKPdSo2qo4qLmJhbi+XTuS+8bb6WIIPWb3HTTha9rSDdF5t16wv1xHbvvKgbHrJvEaJakllT4+l1BDfj3Ez5gkb9WnGCuX40WvqeY5R8BgDDXMgaFOXosZe0lCtDBMAqgpT9S2fvTp2iFdrgBqfmWULVjPgOmU9jtH224Lm6XHmcZghxw9oj5ebmq40/Z9RtmFa2A5wDfUMGlZk85oHsVJvnSPFzVQ4sO5UMP4Xqsblrk+we8GxpXyGhcyPDjdfnsbtJBAC/ug3oZ4+/bYMa14RaGGHdpqIfnqPbhqnrXVCFh4r6jR41WBoYZFUbwuvPBCGVb4wgsviEWLFsmf559/Xlx55ZXioosuKsYtWzX8PBtY8SLHYashriyfQPECZQpvIjGmPm2iZzxeZDPDdbhcHi+1OeJrgGeCo6vF1nS12OAFUuUW2c7nZH8bkYnpWWhb6EJk83g1Yo+XgfjAVagxaqvFks7lBeTOalgT8xCB0oXHg+k++F3YQjEUYYKPFfro3XqkvyN9YvIqUU+IMkbg/jSFGtIaXvr31c7Pk+R4mQTbm8/dT9z7jUNkLhMG9c7508nbwo7IcYb8zew1zAKfKglA3xlWpPp29/F48eQa+/brKl7/8fHi6hN3j5137B47iIk3ny6+eviA2HX13CHeE5yc1dB8PM0bxIe51kMbGx69FWc8irfTbCDj1pmI1TBhTSZfooS4II0Nejxtta/HyzTvbEK4aa2BtWr3jFAqj6mplmPI1PdcVEWsNheORmH6wVUfzIdBj2c1jBM12NrBUYXnw67MfY7XFk4RjMI9SaSIX6gh2UeI0Vn/2240UfOYo+vnQg3pfmZLeeA8XlEuFmN05zxe2GCscrChjeqesYiJGvs7kbXeGOZLk+EQs4W2asXrwQcfFGeddZb45je/KXbeeWf5A7+feeaZ4m9/+1sxbtmqYXXR0zpe1sW+2rj5J8rxaquHGnIWFmU9pJtZN+Tp4RYrQKdMO/E10sqf/TnxxpwNDbMrXrF8CE8SgZigYugyTvGgOV6KXAOnpKgNgrNq2d6VzmpoVrpN7Yqex1OAwf2LQ8Kgpo0WYmfyeKFcJFvSb22mThWF6XqglFx/2l5iyOlplsEkHi9THS9bqOF+iPzDdQ18npHVkMwP7JE1bYQwbs49qJ/YpWcn7XMuhMTHcAP9qeeI2Dd7Ln8RvxcqUKv3gI0OfbtRj1f8XXHFfRX26dtVHJVRvOn9bWO5hiHt4YqnxhUdk+JlXkfomNLqD5FxyoUl4n6iOX2+ykeSRH2TgS+pMmo7PNYn5EDd28pHGvjkkaUJcqrYduB10qR4AXbfsZO2fqc9K/HjqLcD3xvGJm6KCq+Xz0LaSNcxbh76eHPp+qKzLeoRE5yxk7IaaqGGjAFHb1N1slBDtNb6GAko4YZp/XUx8+H5CPs0J2/pHq/42syFEdO/KfGWFuqHoymq7O01ebxUfrCtDYDdqeLVoa2UoYb/v5PEZzeeGn3Oha3GonZIyQE6F01rB84Fb9WK13bbbScVrNWrV0u2Q/hZs2aN/KxTJ10oCMgfdlYy88ZNBzM+Dk9Is2XSFjJVrdeUYhQnFdKGhU5oEhZwXAmpqp34GrCIcfXK8OKpFkZ8XSqkcCE1ijI4l1BD1VbbfVQdGNou0/vg66KY35XGIoQXak9WwyRQz4mtkKAgJPJ4WYQbbHHD1mBT6BcI3z85bU+ZEIxhEpyox4sqCek2UcUr/ffVJ+wmBvbYTvz54gO0721hHHhzdFkZVdK+PJYxAvQluVFdSB5UvA22cYILbdsVZZ2ghQgo2BhDEtC1a2TagI0O9DlMmy4dG7aQ1F2JMkrvT4Gfl4b+ssx6ZKwYC79a5lUsR4mxgvseC+3hhEAOtppA9JFwX6mxRAV9l+Bv28M6x+i+7X3vIgfyeXabkWJHxAy6V2/dm2UC9nipnNF9+3Zzl1ygezMOz2X2ZhPFOwY+nBJxmK6Dj4EmmYo/q9+5PYjW8dJCDRnFGK8jSSMvOnj2U5aB03wvvB/2I0YgLpy9MZXiPV4OxSvuxbcrwVTxwuNFL+UhnG3AYx/nxqavVe30eKm27LpDJ00+4ujjaX4ifMd5RU3zrS5Tf0+0dsVLAZSsAw88UP4Ehat48MvlsS/uNnINo+Jl2buk4sVYvlwer+0yTHbR+YyVCAs4mtBHmBVj9bOwd8xQu4J6mjirFhXgNWKRDKMQt0FwCzNuB5wKHiL1OwXnlrcJoZRFyDfMNC/FC1mMYYHWPV7VrOJlI5kAsgjoEyC+wAIvTTTnlBCT0tGbKNWm4ozwjnXq3PR1jtljB/Hhz08WXztioEYgYWOM4sYBHb9aIWTmGTEphSxMzCSJy2NQG2xeNW6c6QJTbh4vNR/x2FcCKyecx4RtiyAMggS+P84nTerxigkS6J6daP0ko7HEbal3ebw4imZ8Txh3HIEL164snTzv8TLljNKcIpsR0HZNGwkLl18HY1TLdSO3sa1pu+3QycleuEvmGFUWwmW0wN4AZUA4c/8+4ocn7S6e/N5R2rGc4qK/S44mnXq8qLKMFAqDokyvw7Ega4oXeLyYWn26UpNmLo3axDAO4ggJuyfMPLd0OYSe4/J4oX5Cz0nDnrmcY5ibHMMzfjc+ihfHAkj3JkrfH7UhZrjJ3sPEath/++2cfQ3GCNzWHZBxAiNeE06QNutyqhYqTY7F/aX2CswiXCkoquIV0DzQalmhiaAVLWZyvLCVRPN4VSXxeIG3iVts4koPXpwgjIKzqsvEXEIdHGsDLHjMJqa3IePxQtcBGlqOhAQLvr0QK58rtt204XNWaCxwQtiCer8m9mvOy2gPNcRCUFVxFa9M+/BGCh49TuGg5Bo24eaM/fqIKb87Q3zv+N20DYDzBtlyizCowE/PMYUfmdqIrX5WxYvJ8aLAmyX3fvohIQHy6TgCBQAe89jbagtJ5YQrKkjo3lUs8EHOS9z6jO8PypHNO2sl87CGTVaLgZnaM/LaKJ/UeLymeDmEfywct3e3x/bu6Bix1eaC98Xl4OB3APOCI3DBoN46tS/QgvCcx0+NJezdhLa51kPfHC9XKJuvgQDPe5wTaZunx++5o/h/p+8l/vGdwzXjgC3UEHsDlKca7v+LMwfJ3EL9GXTvkq3NXDRKrIQGkwOI15yYsTEKNbTvg9TjxaUY0PnLjQN8H2yos5JrWCJA9NBfe3uisFj0GT4c92EfQvRj2mP236mr/P/0/fqwc85khMaA98MZS/A4iFO1m9fbeOpHfM3GihMYlnHbTO8A9hXwbtmigHzp8Ntqc5hwBZB2435RHrbg8QooCfCkwoKLVkCZsX7YrGqmhc0m08Jiwbm28WKR9XjpljdO6ZHnGRQvXHgQvGZYEaHNxwtJllkRKV6SBjZuvVXohPqGCuec0mOSe7kcJ9tmbrqOvkgxni08FizCsBb+l4BAg4PyVmEBqnvHdu5QQ48cLzxescDLWSNjIW4mVjIS4uYTGmZqI97IbM+Arc8uZRdvlpxyia2VVLBye7zM6wdnKMDHcTTWlGjDlGeA2wvscNgDYSSp8VS8aLghzeekwPeKWZWZEDYXGYTpfJvig0+ltPwximl0SRySBgYtVz6lre3ZsDN6L7virdbfWKFaRxtsyw3MMXw45+mRzLWMpwbfd89enWUeFszR0/btbX0H+L7XnrKnOHGvHbU1xLZWQ4FZJWAf2N8cYuhj1MC15jRWQyakz+URxYo0DWuP8jqZ/YvukVz7qaLFCdX4nvqzWvZDw2fp9ngq3wYGTtwmnHogSR/wcxvG8N++eZh48NuHiRP23IE3ABvINehz4XvR9YKTUXRju/29YDlPXQ/LNLD24rbZjLg7oMgBmhsdtZFRDuM5gxCW7GfAV6RjweNVYvzhD38QxxxzjMwx6969u/GYBQsWiLPPPlse06tXL/Gzn/1MNDSY2dEqBTbrrOZ29lzwdIE4fi99Ugi74hRzbceFVGrtj1cw19GOKEnyM3JPjuVPL+4Xj2t2hQhgzwcsTBixBZAImRRanQ+D1KH6Ar/PE/fqlf4MbUpcyJ7GVqkxFpmFIFeYqS/wO1Htw0IdeDJcHi+d1dC9TOGNhCvoS4Vok+DEKXraPRGlvNvjZSHXcGxuXz6gj/z/tH16axshp1wOIGEiiRQvlM+ke7zsgrPm8SKhWrYcLxjyJsst5Mfh/mvveGZO0eNy92j+GAV+F64cL1uOLL0O95mLVZQKt5xAia8DShhH4OKTW8J512jbIo8XMfQ5PV4WzYt692J5kIRcSDO8xZTT7N/QJ6/9+Hjx6Q2naKGGLgbQWMivZa2B9f2Bbx8qhnxpL3HOgf3Y63E5LVjx4qJR4jUA9Xbh124LLZbXUayGeN6SfmxPPV5snrE+hjl2ZXwuVrxsxgJTBAgtihz3eOlt52QjTdFqo4eWmwxf4FGHcFJJmMLsb2AgNu013ztuV9kn/++MvfXc31iOl9mYRf9mGZ4NbcAyDZBr6KGt5nF+6MDto/WUhmTb2ljNjF1JwMLITnjsqTI7weNVYmzbtk1ccskl4oc//KHx+8bGRql0wXGffvqp+Oc//ykef/xxcdNNN4lKBt5QsGBpCzXkaHZdoYa2RHJYKLgkYdNEp0IaFzYnvzdYcM7Yv484aEB38YMTd4u1L+6mjnvd8GLqyofAgkmfbrp1J76J8N47V8L7DzP019eevEf02an79BK3nL+feOFHx0SfcYomfuf4vdoUXJcy5AvsMVLvuhfKiQPBRbfouRQvtzCkhxr6e7w4ymAXNEpeQ24Itgb65XjF2/LT0/cW3zwKanDtY1WeuXb5sNjZPF40vM3OFGY23KSfyS4I6IaQ9PW/tG9vMaBHR/GVw/rL7/Uke15JTrMv2p/3nAP7yvactk8v1mNI79WpXRud1Y2p7wfH6t8ZlAzLO6HnakVrcThaRHhiXuvwdWhNIW48xOnYqz1DhbAwW2XM8eIs+KZrZq+n5+3Gxh4R0rhcZtP4g2v39PBMY+A5wtVfOmnvXuLHp+5p9YpF7WLKsKCySNpeFe8H/R4cwRNec3w8XrFQQ+QxozlV9D3q+5wjH8ziObat51gpzbaVN3qa2Id1I4F+vaN2TbOhfvmAvtY9NKkyrTw19J3+8sv7iJG/PE2Gtfp6qW3vL32eXZbRIpBQ2gXIF989Zhdx9G49tbXXllP8nWN2kcf/6eJ4LUS7UbraUWTbT2FUHsm6CvR48dROFYbf/e538n9Qpkx4++23xdSpU8W7774revfuLQ4++GDx+9//XvziF78Qv/3tb0W7dnz4SbkCD1xbAj5HfKHTydsX9/Sx+ga/cWuDF7uRqWAfvj4UmuQWK5uFC0KTXr7m2OxzMtfQQg0zgjL+DJ6dU4iwBwPH8FPWJ4CLXEMTRAyL+HWn7SXOOqCv2Lt3F+3ZvjN4F+04vc/1a+DNoZMUxuoybTMr5IXyeIHlbMGazbri1SWdiLuprkHs1L2j/J+71/ad2jqVFgxtU0xg1bcJ4MBcNnP5JrELygvKJ8fLFsLk2mCBHe2PFx4Q1anz3fhBuXh32opYUWUTsJCGQ/1wP7IeLyzMxFgNzYIAFZDUfIA+++jnp3j3j6Z4OfoEcmtG3HCKJvjYgNdLUEjg+bdlaIv5HC83qyENw1PCNUcRb6o1BN/XN6ZiawwOu4XPsULFzesmuQZnr2mjFo+TImAFPX0vjcWQsmIa3pNNYZaKFxc+SMLTfXOINGY4NOZ9hDhs2XcpVT7A84z2LS66zO1tHOELPR63OUYcU+0ONdQ8QY6cKhpdoT0r47XFc8GmeJgUL8g80NvjrrfJ9T+EDs5dXSs9O3h/5KIqABxRGF5j8R4Cx6k9Q4sGMtzroP7dxIRF6+X6/uK4xU5liyc7y/6O5QtXaSH1LL89bz/jd/hc+FHFlasZwz88K74VvS1ei0KOV4VgxIgR4oADDpBKl8IZZ5whNmzYIKZMmWI8p66uTn6Pf8oNeBLZkuM1iykTKkItyBTa4kgETy5HS2eAiwvSMCm5WPF029zDlSseSivG03alc7zszw/f//3Sw8SfLjpA7NevG6sQuuiTOWFCtr26SlKgu2pmaYoiIxBpXhCcYIyOwR5IvOG7AJvAT7+0l8XjVR2NuXu+cbA8DizBXCgFja9HdaOt6IQ2CU4Ad3k6FIZ8aW+5Cd5w1iDrMfgdmijncY6XLafIl/gA0LGdv0fyzq8dLB741qHismN0Rd2Zz6StH2ictPEj14jllmibqi4I2Ip9YrhyAXWrrPvdQrihj7CsMzVWa7l4XI5XjAHQ0GZbCGeMIt4SUqR+tYWD6fklbuUV5q/Ke2pnaFsSj5caJ1o4lKQR97PgU7gMejSvmDOc6coE9nJkf8c5wzb45HglAZcbjT1ettQBV6g7fUbcZkxigfuFm0v4fBhbmpzBvh/em4H3L6wQ2tY63Dd439JrhdllnYiBk1EcgeRJhdP55DyZ7kP7BFPA256Nk0MAD116uPjXFUdK75jtvpwM4spPpse4FE0XWC9kjT5nsSOAHpsyyAghx6vMsWzZMk3pAqi/4TsThg4dKrp16xb9DBgwQJQb8MTR6aDN1g+6ZtgsTSZPjS0cgIYa0rVCn+jVFsWLFyy/ekS67yHB2QbOombyeGH2PJ+aN8BY9PUjBzpD1Li+AORaWyd2HVYoMXsy9XFRbRxHyjrlg5evPU4M3r2nsd4Uvu8pg3qL/zt1z1jokTnHrVrzhrqgk2vkv6xBrP7nvzpNnLl/X+sxGo24QfHCnhUVj06hW4/5cYAtkC4FEsKhwGNqCoGkwP2L26l7ueyKB1dLye5x0MMCbcK4y6OFhaEC8cHE7kVzP3GuGj3WJQDTz2xh3gB8ao3J42UJq9OUCvB4OdaaIafvLc7Yr7e48cv7GD3x8RwNRvk1jEuae5VkvZMGPcZ7QNc/ltUQ95Hlfj6kQtg44TO/XOAo1vE6zDEN+oy7JCHleGxRGxxHrsG9H2iT7gm131NnNTSvdSbjIHjBNCGf8cCptnEEVRi6F45ff31zzW1GRZexBIybJ2TkIJuCxXlIXcyK9Jh8ZBRn2ZtqfT3kCFhU1AH2HAaPVxFwww03RJu07Wf69OlFu/+NN94o1q9fH/0sXLhQlBuwJVxjNdQ8G5wVyCygmyYbPhcfC4oVpzjhxQYnl0JOB+C7x+7iVLyuOHZX8bvz9hN/ZuKJOYsa3iSVK79np3bRBIZaP676Ugouim6aXJ401NAXLIMTaiOmIrcxHOJxlEDvipJx4XZgzcPheT5sfi4LuCmkhAIbAXzJMfKFlqNkUMT3zBRahXli93jh98cvxxq5Rp4boU2400INLTlesRxRRxiZzWuDBSfbfHLNR02ISThmOeB3QRUvFyuXTWEyfaZ7y8zeB/q7OgXfl3afUqD36t3FWccLDFlgQQcPL35utWfQdxOrj2gII8eA14IL57qE1rjHy66g05BuTjnhPBtnH5g2sFx+7C6JPF6YQTJXcGkAvl4D198YWq1LiwqK5QVqhNP3Lp1OnvN4uciv8BrDMThy8x3aynl6tDXNkOPF7et4D3UZybhIFIydSKFiBX3O8vPFqmwxMojOMl3jVjTzkFHo+TVMuDD8zrX7UFT6Qe2HlejxKvscr5/+9Kfiu9/9LnvMbruliRVc6NOnjxg1apT22fLly6PvTGjfvr38KWdggUxjNfSM99U9XvyCZ/N4gaeNW1RpSJ/CHy7cX278lxzeX3w6ezV7b1ggXKFTLImIgUgCFtpHv3uEWLWpTuy/Uzcttjofx0mSHC9us3WBKxiN/8TKro2FCidNJ/F4KSpayLWDEJEpS9Z7sPm5FQ4YFx/MXCnO3M88NzHwfQoR/uMDLrFe5WdBsVQIObQqFgnqeOF8AN+QSR8AaQswZR48sDsJcYmHkJnel6vWVvY8PwEzWahh9vt6jzAxX2DBB4xKnOJFBT14NmUsMBd5NQtVvlblKByMCc0GRerjWSslMcuY+WvRcfy40ZRGT2HLZYAAj2quHn7KahhnRKNhSn7KCR1+ED4OrHIHDzCzIdvINWh4aC7gCCcwXIZJDE6B0FMC3G2ihi9973LU+NMUeZ2xjr5LvIZj2cKm5JgMcikng3M86kVjXmX61baHmsDlxAJ+c86+4o1JS8XXMlE8LNut411jRcZmVKXNdVHay88TePhc0MOmq9n9Q1uDyKMfsUsPcdfXDpY59l+s3FSxHq+yV7x23HFH+VMIDB48WFLOr1ixQlLJA9555x3RtWtXse+++4pKBd74cGy0KZ7ZVRDRFWqIP8MbEFCtc4xSGm07+h0KEX/76J1jbUySB2CzHnKbD+4zXEBTt+znvthoccomxYvJGUkC3OeQHG+Drc6VXgdHeCte8Eh03zuwf1pombe61rmo++R8DL3oADFj+UZxEhNa6kt0UQxAeNbzYxdFzFcm0GKp+eV48fT1uQLm4Kc3niLn31tTljnXD87jw1l3uaR3G1xFPPE1C+jw0vIwZLFnT8EBjkuvkanEHi9fVHlc58hde8ifdPv911UboQcH/PztSbFltS5p892h0MF9VfgrCKCcYkLDkiiph23vonsb7JuHZHJ5XKDMqPmC25t9vQZJYPOkavfC8yrFG5xYBkRisOHC37Ds0TlHjxdMO9ueRp9LGb1caQHGnCfH3ODINQBXHrer/PE532e+COOaYB9XOCXFRjbkin5KAj2nUrDtx+PCNB8uOCRNGLVo7Rb5f/B4lRhQo2vNmjXyf6COHz9+vPx8jz32EJ07dxann366VLAuvfRScdttt8m8rl//+tfimmuuKXuvFgesROBQIZ1a1G79oNZdX4/XXn26yEUYEpLBqu/r8bIJ4y5yDR9wmwCGTXB1JbV6t4OxrtL757Oo4T5vJDuk5vGyWK9syjK9FkVWtIyjE7ZcWoQULmcG54rhfDEOpoKQNkB3FyIsDcJkH/3u4WLfvnyB1EKEpNCwJsoemC+UwcYW4sJ7HfCm6qd4wUbs4y1wkbBgJPXScsDkLjDS8SPT8UoVIHysSbDlclB8oO7nK7Dr3mX+fvg6vrmSGlW5YVyCJ9KX0l7dt6GpMaK61qjpmZwd6vGiAh7n8UqCXHNhbdC8QEyX+3pmksBGolTF7AVY8apy0JbT73zD3/C+UcgcLzw+fcg1cg3/y9eIrJOcOUINLaQxHM0/pAaYyp64mKhzBe6umlg4qi6P2IhvKNS7DB6vEgPqcUFtLoVDDjlE/j98+HBx0kkniZqaGvHqq6/KOl/g/erUqZO47LLLxC233CJaCjCFtY02vIr1eLVhFyE8yXfs3F48/YOj5YIJC40W9kEtLKgIqU1ozDUBG4NrAy6UydEX59sGeq7pOoVSvPAmSD1eOH6/kyU+3Rbq5PZ4GVxeGfRGNbtgjBjbnUAQ8wFOxnYlvAPJx7vTlotBfbJU/bkA+gCulQ+SWDZddcMKARzigscW57HgPN0YNCfpByfsLq5+Yoy4bHDa4+32eFU3m+IFgg+sa5u3NUrln/ME6Rb2eHHjXEPLbFDrMj6Vu0wSY1Iu3jgboyJ+L7YQVhNgPG2pz1yvTbUmfNFTdY+Kbi3nQw0Lo7jsneca4hMdocCRWCQFCNVb6hvFnqhcie+8itWLZBQXGh7JeZdsoYZ2j5c51JBT7rq0bxvbL11GUtOzuFkNeY9XIfcF25jhvL8Q5fDzM/eWTMa4jl2xIiy4edlWWw95OnkMxcIcPF4lBtTvstXwUth5553F66+/LloSgAYYcjSAoQ8n8dsY02JWILQp6sxa8YVNcwNXZyuXy/sxAgUsqmcf0FfG5dpCOjg6+txCDfXvztivj3hq5ALJ9mZDkrActh0Oz1uhFA+8qHMeL51OXo+7N13LBe7InXt2Eg9++1DpRbHlW+Exl0+OWy45XmmK+JQsblpq4H5weRiSePVybw/O67KsHzGB1u29pOfBOwfmyHeuP0Hsggwi8fYULtwlKaCGD9SjgxBaG7U7QM9J0IX/Yngu1OWx8sBdxxX2hJGPImi7Pqw3SQRJmv/KhXnSvsRf02fRWDVFfrj3G4fI3DnYU/KFr0LF0bYnxTM/OFqMnrdWfOPIgeLXL03O61pcniLN3+Hy1PB779kJGZCtOV6mz4BO3i7rYEOOygnlQvIwdCIcfv3Nd3/H13flEtvGDEerD/jRSXuw18WyYL550/j+NYzXGuQR73UteLwCSgmwWLxx3fFSSMF1SGx5RNVcqKEjjIJzy+tetXg77//WoexzcLTMhdgEIJYZqM85cNTFSaBbjvn7FEqgbMgUPk2yEXAeQg6uQzkadq49uUJnaeLHDiTmPnzZEaIckMTzqYUaFk3xwh4v8zih70sLaUmY4+WyuCchHyk0FF2zyxNEQ2OSKDe5zH0lMGqWYeY6SeZaPoogxf47dRWTF28QXz28v/Qc5uItoG2K5YcY8+uyf9uuk69v9NyD+smfQoBbg3G+m4uwKQnAmKBycvMFS65BPV7MM2DZY4cuWQOyraaY0eNFc7wYRs66DDV5LikOLmXIZXgtpEHO1uR8Q5r1UMP8IixYpsk21HiCjedVLdLjVZzdO6DZ0X/77WSYoU2Q43Kf8N9YgG1IqHglYV1KWuvBF/kueLYaO8mvYw/tLNSzUtB9CN8X3882RpK0w0ZD7As9dC3/ZQi33ZYsXI5ol2uoYZEo8201mZIwy9mgh/T4jR9c1DtfSuN8QGuQ8cfy18Jf5zL3lcDIKRm5Kve2NY97ZBubJHgMrzttT3HdaXvpY8nJrIgNcDxhBg3pYlkN0blJCsQXGxyd/IGZ4tbyOIaxNx/ks/9AezkBnxL0cOvIvv26SmbJm87Z18qGi2F6hZLV0PN5oJSMbDNel5jjXbmbBfV4tc0/1DDfkGa8buRr6OPWz7ZETuXmu9HjVV95Hq+geLUw4AmS8lRI8CKu18WJr2ycxUoLNcxB6SmEF0QPPUl+Plc1Pdl1+L5oV4QQKo4QwyZE56yo5tlkPck5/+ffpWcneR0geSlEbZ3mgiYUO/ofCyNAOlCc9pjDS3TvV1VOG3y+dPL5UhrnA1/v9+47dnITWHgKejbUZxQvWijZhiT5VbbrcGPz7APSnh+aMwnGQFC6oCaTpiS6BMnqKnHIwO6See2oXXvq57L5RfZC0vJ79OhlpHcRchr9uz9edIA4dGB38dzVg8k8K9xcyGWvVjlY+/Tt6gg11L/jIkHgu1+fs6+44rhdtXXRtq+Z5BM4D48v0zGXHNZf7hHnH7yTgdykqiDGxnwNq/idtM011DDHNAJj7mae+w03xNqQyCxsmOH6Tu0NW1FR5UpBCDVsYcCbLLbqcXkFWv4CWrTMoYZ2xcYVU+xCIcL8cPtzSaDWmSCrm6WOV8EUL4ZcADcBu/ZzzTfJt8WF9vhBfuPrPz5esmEVKnG+OYA9Vy5ZECecQ920orRHy+sy/x4TrjzHUC508j7eGvgcxj4mFio0XO2FGnZTl24Q5x3UT9z62jT2WDw8+3TrIGatSNejceGAnbqJSYvXR0VE9VBDURBWQ9v3cj22rC+Dd+8pnrnqaLHbjumC4cbz8frjYmmrrhLP/WCwJH+APFEu9AivZdA83/GXKmjxgfzAKS6D+nQVL/zoWPn7gtWbixJ2K19HQqfB01cdLUZ8sVoWnIaSGtlrMR5JUvOLDY9lSKNMofU/Oml38bf3v5D5u3h8mc687SsHilsv3D+SlXxzvFRRch/kG/2D+8YV1mi7fq5pBKa+K6THi4uygLWqCelRXLNVm7Y1NElZt5L2/aB4tTDghQ0be3TPBhPagRYhPAEU8BoQ2wTznOimGjBJkW8bOOuqTeCzfRdds5lyvEzWPSPNrBb+kVwYTl9PFEXAzwc+DF3lBtwPXB02NWYeuvQwsX5LPUtIUQxPJLYix/JQPL2muXi8bGMV445LDhRDnp0gfnfefqJYcLX3oAHd5Y/PuoMt5987fjcxfsE68bMz93a24fZLDpTkQIoUBt/GN7fO5V22Kl6O13XUbj356zIeU4VTB/USw6avED8+dQ8pNHbJrAuckqEJ2akUu5bid2ja20oF3xxJvYh54YTMXPbJ/XfqJn9kuyxkTfRd0/wr7r4caVT2etnPf3r63rK+ExCN1SOFzBRSCnuhjemTaxN4yO5/f7a45DBz0eNC7u/4lJxDDR0yiAtA2JZtQ357NNevndF9OhCeAu48HA0B4df473JHULxaGLCAjQVxLuEUH4cXPJMgz1Hf5luHCwt9LiHUhnwTkG3FCE34+Rl7i6FvTJeFdGPXcbEaFpChyoYqy+9YWMnVS5l3jlczFTkud+B3b8qppCgEixoHvHnZ5nqcWQ5/Zx8XvrTNGtCBto31wkP6i/MO2qmorIdJruyulZX9/ejdeohJvzsjex97lQbp/bjl/P3RdZKvty7hxHaZfAr20vNtY+Surx8sxi1YJ47fUy867ltUGPar6gr0eGkeF08vUCGYYBXy9RT4esNhefM10mDYjJtfOXyAuGfYLLHrDunw3r0yhje8tfi8Zb0Olv24gT23ExNvPsMrNN63xl4+88UdapifERrIhWB9OnKXdCH2fMDdvguq2Qbrk00e5YyWdfVB8QooE2iWTkLR67OwmSxNnBUFLza5rOV4Y8m1Jo+uSIi84BJmLh28s/Q8nLT3joZzeYuXRvHcDC5yfAu8mOXKfJS/xwvlEhaw/lKlQStUWgb9YGM4xe87nuOlj3Wb8qDVY8olB5Sxuhabaj5R+mNVAvp1A9GRq3h59j5YYLTfFF/OFbbk48EvFjkJhBViJsnsve3XxeuXheMjex3NKCnKBlpxWeY9YmMVF92QFA15uv84giCqpNCadz6wPevVJ+4menVpL07bRzd84uv6dFOSXChfgyGuL5cLKZAvsx9HFJMvuQbkZj591WBRCPChhjXR79u1r5Ghgz7ngbypoo62NjSKbsI/FLTUCIpXCwbQZvtUMT92j7SFcZee2WrmNoGYjbcvYFyzr/CRhCGq0ACyA5sHwmXdT1LXxhdcl9mUm1wX53xbrAsReV6shaAcmNZAIb7o0J3EViiuitYP7OHkCA4kK1VVlWhwGG1ymZr5Fo1tLq9AEo8XFbThO990m+oi9OFhO/cQExat1+pBFkTxyuN8LtfWFuHhbEPpp5p3HTTT/upjpGHS8jTkG3ap5+tWs15GroCyDbZnhf3320fbi6/7rqm55J660A6lTeQihyQxRtqOzJdco5Dg1o+duncUX9q3twxt7Nqhrdi4tQGdx18XcktBlti+gpiMAUHxaoF46ntHiS9W1YoTkfWQq7EFsdqv/t9x0nqUxOPF5XrkG5qSq/Wf8+z5oFAhKC6qZ53Bsfhhd7bE91wskPLYfEOPCqBktzSUiwJ651cP5slZyG6oG1yqrQJwLjlejS43RjMhidzizPHSvD+m7zw9XkVQ6Iecvpd81osO7V/Q+Z6PV9t3XUrSwkJ6jPKFzk7pGRHiqVA0MbUdMdnEdc+MFz/90l4+zU3ERoyfTRZQ1nLyRNHhc4t8612ZQAtHJ0XXjv7em5+fMUhc/cQYce3JexQ0372QYNkiq6rEP75zeE7G88MLEAZZCgTFqwXimD12kD8YrthqlSjrAhcmo8Wg52lhyXWfzjehtFDQEt8NfYE3q2IVw8VdePRuPWVNnUMGphnRjHl5zUgnj9GaQw2bM1yuWMIhNbjA2DYVtdTzTP3ue+o+vcVvX5kq9uptZ8xrDiTJaUwymmOU5wmGgK8ytHefrt7XhER3oPSO3Svv9bwZ5nhVAmVUlA80DyhHDqKF0JmNojhP1FeJB1KKY/boKXbsnBsrqC+RhKz5pZFt+L2FfAyTXqGGmlG6MGtwvuQaUJz7lQlLxMmDejmPPXP/PuLjX5ws+hCmW429uIQ1EBMbrqr9wywrFUHxaiXwpXx2gdZN0e5RQIrwXIXxfJNaoQ5UIVDlEFo0xQuRihQL8D6gpg7v8fK/XiGXw3KyPpcSULeoXIHfd7wAJqZvTom/fvVg8cMnx4o/X3yANyOqDQN6bCdG/vJU0S2BBbgYSLKUuHJmuNGeZM3yPfbIXXvIYsY49Dwp8rWYQ/jqIx/PFaftGycicsFXQE+iHJfTmsMZM5NEhNz99UPEdc+ME/d989DMtfzb0KtL7uUpfPd9RYKh4NrioS7c9GUbxVcO172vhY6cwWO7ULavfOUQCPX97w+P8T4eauZRtC9wyZZ8kKQP2pRrwb0Conx3+oCCIpdcHtNGhhmAqEKRC2NRoUMNcZtyERa+fsRAMWnRehlzXMxQQ9y3mGgiF5y8945i+IyVsTa7Eull23L0eBXSElUsVsdKwS/OHCTenLJMXHncbqJcwb1uWhD3rAP6iqm3nKGRcySpl0NRrJplSYApj1348v59xUMfzhHH7M5TrJuQpF+STEGwipcSe/TqIj694RRZZ69YkKQunseWk5Nd27M810JTBO7ZB/aV71ldo7nCy1w1GV/40TFiypIN4pRBvbR+dym//77yKDF92QZx/J5xwpVCKti+Hsck0IrPl4jBF5cfKPUem+T2bTSmUtEiERSvVgKfejg+wIs5XaR0uluRF3LdM3TrVfKLdGxXI+78WjzHJSmw0ca0mON3sF27/BSvP1x4gPh41ippVca47JidxbvTlssN2QbcMmjnr8/eRxaAhYKUHAq5pyeJZ2+J+OFJu8ufcgbnTcCbupJzIPGdO67SdO3vHrOLeHvqcnHZYD6ZX+VJ9d++ozjdRv3P1tvzb1NzRuEUIve1Z47RBEnu3K9bh4ohsvEhW7GhkHmU+UJj8DNM7EMHbi9/ZPvQ1y6hGgqi79gld6XLt0SHLztoEmBZqFipBC7Q3NtSIok3uqZMyz4UEkHxaiXA7tt8YqabK9Qw15oM+LalzfHiN0AIu/jO4J1Fn24d8i4g3K97R/HVI+JFHY/bYwfx+o+PF7vsEA9DUMDLGrTjsmN2kflg+/Xj80IKsanfcNYg8dGsleIbRw7M+1oBxQX3uvH4ZcPoSiAUFgqQMwshjz6hyODBvnTwLtbvOVkwkceroAG/5QscMuVaB887qJ9Yu7leXHiIboSiKCO9S3uPvrl0PhEhzTXFMINfkn2/OZRfn5QFrdRKgfoMe23KQfEqtccrSWhvW7yflNE8LSSC4tVKkCTU8KuH9xfPjl5kFOY54QnfI1dlAsIR3pu+wkkTa0MuRUWLAc4zqBQzXAy1GIB77OtQoPDmByER8N58iFYK0bNXn7i7/Akof3Abp2ahZI7Ll06+1GiOkMckS1Yl9mEuAIbFF8YtlsYqE+7++sFixBerxdePGCDXrzsuOajCcrySn+Pz7puLQlwPafPf95vjHfh4vIohM2DDa/sSFfZ1hYA2J3zegwJuagg1DKhoYEXIpRT96ux9xSWHDxBHGKg6NepVJtQw17jme75xiFi8dovYu0+6Cn0+aA6a9uasDVIM4L0viVWstQh9AVlvQr5oDWxV+Qohxcrxyhel1FOO3aOn+PeVR4qDBnQ3fn/+wTvJnyQoI70rJwXJJySxFDleSbw7zSFU+9Y7y/5emD7r3aW9rIsKclCpSJMKGYGUL4Dq/nv/Gi1Dtl3Ae0MINQyoaHAKEwUwiJmULnou5/HyIXawJbHno3ThiZpPLlu+wH1TzkIm3piStbN8nymg8Dj3wH7i09mrnPTG3LzHgmA55dg0N8Cr/+AHX8gcFopkFR2abw7CmrxiY50oBWBdyodgodw9XkneOQjy2xqaxOn7ucmfmmvfyZVIojnegV9IZuE98UBR//b1J0p5qVT7fy6EasUCsJm+//9OEn27J4saKKNpWlAExauVANeqyAd4AtPJnMSr1hwopcJTBo/vhaN26ynZ52xhPDaUsS4ZUAQA6cxdXz/E+j1Qlc9esUkcurNeJ87GfthSN1RfencoWD/AQAGdxAvQnHPwzxcfKO56d6b47jG7Nt9NWwmSzIVXrj1OfDZntTh939KyVFJj6VkZ1kxaS4pDc+R5+hSa1mpuFrBNpWIzNBnbS53jBdgloYzRkg10QfFqJcATD4SoXMF5vHA9n1IllJYLmiu+Pl+Ad/PzX58mOiR8X5XxdAHNhRd/dIzYvK2RzYPS2A9baAiJL2x5lOXkiaGhprd9xZ07VSko13728Tz6R4Skms3A+cC3D0t8XnNskT73yJcJuVyhEXxViDxCUaHT1ImgeLUSdGrfRlxwcD9R35Typtx15U1Rr0637dqK7x2Xtohu36mdaM0Ttbni65u7RpFCBT1eQDOgS4e28odDkuKprRUdZE2/eq9jyzmEudxRLvuEL/NepT9jqcavTziunhYgWqRxoVIN4U1lPoZzRVC8WhG4UCFfYGXLZB369Tn7ilKi1O79compLjZaC5V1QHGMEZXqcSg2gJHvqn+PFr87bz/nsWEG5o5yGn/FMlLm+4TH77mD+GjWKnE4Ez5cipIxPujbrYNYun6rGOxRxByLMS3JmJE24uSXc19qpFpoZERQvAISARfiK0fl4ssH9BXPjV4kjttzh5K2oyUt4Ca08McLKAKCx8sNWLcm/fYMr7U1zMHcUU7D7+JD+4tPZq8Sp+7jJsxIgvMP7ice+2ReziF9d33tYPHiuMXOmmhJcd1pe4o3Jy8TV2aiY4qBJ793lPjfhCVe92ipezWUkgEiH8jfrtRnTJXTRC0gguIVkAjlHg8NVrT/XHV0qZvR4q3R5fjuA8obGntYSVtS3ihHg1ZLQzkJdJBznUuOlAvfGbyLWLhmi/jhSbnVSuzZub343vG7Fbxd1522l/wpJnbbsbP3PVrqdIN15NHvHiEqGTUt9OVUpv/RgHnz5okrr7xS7LrrrqJjx45i9913FzfffLPYtm2bdtzEiRPF8ccfLzp06CAGDBggbrvttpK1uRKBmckqNWGzOdBS2XgCAgqBoLfnj0oNHyoHtIb1GTwdD192uDisSKGCAQHFRrmkjhQaLcbjNX36dNHU1CQeeughsccee4jJkyeL73//+6K2tlbccccd8pgNGzaI008/XZx22mniwQcfFJMmTRJXXHGF6N69u7jqqqtK/QiVVw8sSE9WdMiDObISEF59QD4IOYL54wcn7i7enbZcfOPIgaVuSsUhhLoGKISxUH7o3bW9WL6hTpy5X/mUTSgkWozideaZZ8ofhd12203MmDFDPPDAA5Hi9eSTT0oP2KOPPiratWsn9ttvPzF+/Hhx5513WhWvuro6+aMAyltAZTPlNAcuOWyA+PeI+eK8g/qJloigeAUElBbgyRj3m9NF144tZhtvNrTUpP2A5GgN3s9Kw7tDThTL1m8Ve/b2LZ1QWWjRkvP69etFjx49or9HjBghTjjhBKl0KZxxxhlSQVu7dq3xGkOHDhXdunWLfiA8sTUDV4Jv37ZFD5+8sGOX9uLTG04RN355H9ESETwWAfkgKO6FAZTwqNTE+YCAckDQu8oPXTq0bbFKF6DFSs6zZ88W9957r/jBD34QfbZs2TLRu7fOHKT+hu9MuPHGG6UCp34WLlwoWjOAphXcvxcdupPYrl2wtHJoyQJRC360gGZAGD4BpUQwHAVg9r+AgOZE2UvON9xwg/jzn//MHjNt2jQxaNCg6O/FixfLsMNLLrlE5nnlg/bt28ufgKwy8eClhWdgCqgsBLElIBccs3tPMXLuGnF6C43dDwgIqLw1CajzB/VtuR6WgPJC2SteP/3pT8V3v/td9hjI51JYsmSJOPnkk8Uxxxwj/v73v2vH9enTRyxfvlz7TP0N3wUEBPihJXvzAoqHf195lNjW0CQptAMCAgLKYS+7oMC1ygICKlrx2nHHHeWPD8DTBUrXYYcdJh577DFRjYr9AgYPHix+9atfifr6etG2bVv52TvvvCP23ntvsf32gXI1IMAXQe8KyLUuS1C6AgICAgJaK1pMjhcoXSeddJIYOHCgZDFcuXKlzNvCuVvf/OY3JbEG1PuaMmWKeOaZZ8Tdd98thgwZUtK2BwRUGoLeFRAQEBAQEBDQwjxevgDPFRBqwE///v2NdKHASvj222+La665RnrFdthhB3HTTTeFGl4BAQkRQg0DAgICAgICAlqp4gV5YK5cMMCBBx4oPvroo2ZpU0BAS0VQuwICAioVwW4UEBBQKrSYUMOAgIDmQxBcAgICKg1f2jddPuYHJ+xe6qYEBAS0UrQYj1dAQEDzIdTBCQgIqDTc/81DxawVG8W+fUPtpoCAgNIgKF4BAQGJkRLpvMmAgICASkG7NtViv37dSt2MgICAVowQahgQEJAYGb6agICAgICAgIAATwTFKyAgIDGC3hUQEBAQEBAQkAxB8QoICEiMpuDyCggICAgICAhIhKB4BQQEBAQEBAQEBAQEFBlB8QoICEiMoRceINpUV4lfnDmo1E0JCAgICAgICKgIBFbDgICAxDhqt55iyi1niPZtakrdlICAgICAgICAikDweAUEBOSEoHQFBAQEBAQEBPgjKF4BAQEBAQEBAQEBAQFFRlC8AgICAgICAgICAgICioygeAUEBAQEBAQEBAQEBBQZQfEKCAgICAgICAgICAgoMgKrYUKkMoVjN2zYUOqmBAQEBAQEBAQEBASUEEonUDoCh6B4JcTGjRvl/wMGDCh1UwICAgICAgICAgICykRH6NatG3tMVcpHPQuI0NTUJJYsWSK6dOkiqqqqykLLBiVw4cKFomvXrqVuTkCZI4yXgKQIYyYgKcKYCUiKMGYCKnnMgCoFSle/fv1EdTWfxRU8XgkBHdq/f39RboBBV+qBF1A5COMlICnCmAlIijBmApIijJmASh0zLk+XQiDXCAgICAgICAgICAgIKDKC4hUQEBAQEBAQEBAQEFBkBMWrwtG+fXtx8803y/8DAlwI4yUgKcKYCUiKMGYCkiKMmYDWMmYCuUZAQEBAQEBAQEBAQECRETxeAQEBAQEBAQEBAQEBRUZQvAICAgICAgICAgICAoqMoHgFBAQEBAQEBAQEBAQUGUHxCggICAgICAgICAgIKDKC4lXBuP/++8Uuu+wiOnToII466igxatSoUjcpoEwwdOhQccQRR4guXbqIXr16iQsuuEDMmDFDO2br1q3immuuET179hSdO3cWF198sVi+fHnJ2hxQPvjTn/4kqqqqxHXXXRd9FsZLAMXixYvFt7/9bTkmOnbsKA444AAxevTo6Hvg7rrppptE37595fennXaamDVrVknbHFA6NDY2it/85jdi1113leNh9913F7///e/lOFEIY6Z148MPPxTnnnuu6Nevn9yDXnrpJe17n/GxZs0a8a1vfUsWVe7evbu48sorxaZNm0S5ICheFYpnnnlGDBkyRFJpjh07Vhx00EHijDPOECtWrCh10wLKAB988IEUkj/77DPxzjvviPr6enH66aeL2tra6Jjrr79evPLKK+K5556Txy9ZskRcdNFFJW13QOnx+eefi4ceekgceOCB2udhvARgrF27Vhx77LGibdu24o033hBTp04Vf/nLX8T2228fHXPbbbeJe+65Rzz44INi5MiRolOnTnKfAiU+oPXhz3/+s3jggQfEfffdJ6ZNmyb/hjFy7733RseEMdO6UVtbK+VZcCyY4DM+QOmaMmWKlH1effVVqcxdddVVomwAdPIBlYcjjzwydc0110R/NzY2pvr165caOnRoSdsVUJ5YsWIFmBRTH3zwgfx73bp1qbZt26aee+656Jhp06bJY0aMGFHClgaUEhs3bkztueeeqXfeeSd14oknpn7yk5/Iz8N4CaD4xS9+kTruuOOs3zc1NaX69OmTuv3226PPYBy1b98+9Z///KeZWhlQTjj77LNTV1xxhfbZRRddlPrWt74lfw9jJgAD9pcXX3wx+ttnfEydOlWe9/nnn0fHvPHGG6mqqqrU4sWLU+WA4PGqQGzbtk2MGTNGulgVqqur5d8jRowoadsCyhPr16+X//fo0UP+D+MHvGB4DA0aNEgMHDgwjKFWDPCSnn322dq4AITxEkDxv//9Txx++OHikksukeHMhxxyiPjHP/4RfT937lyxbNkybcx069ZNhsWHMdM6ccwxx4hhw4aJmTNnyr8nTJggPv74Y3HWWWfJv8OYCeDgMz7gfwgvhLVJAY4HGRk8ZOWANqVuQEByrFq1SsZK9+7dW/sc/p4+fXrJ2hVQnmhqapK5OhAWtP/++8vPYPFq166dXKDoGILvAlofnn76aRm2DKGGFGG8BFDMmTNHho1ByPsvf/lLOW5+/OMfy3Fy2WWXRePCtE+FMdM6ccMNN4gNGzZIo01NTY2UY/7whz/I0DBAGDMBHHzGB/wPhiCMNm3aSKNzuYyhoHgFBLQCL8bkyZOlZTEgwISFCxeKn/zkJzImHsh6AgJ8DDpgVf7jH/8o/waPF6wzkHsBildAAMWzzz4rnnzySfHUU0+J/fbbT4wfP14aBYFIIYyZgNaCEGpYgdhhhx2ktYgyisHfffr0KVm7AsoP1157rUwuHT58uOjfv3/0OYwTCFldt26ddnwYQ60TEEoIxDyHHnqotA7CDxBoQBIz/A4WxTBeAjCAVWzffffVPttnn33EggUL5O9qXIR9KkDhZz/7mfR6ff3rX5cMmJdeeqkk7QEWXkAYMwEcfMYH/E9J5hoaGiTTYbmMoaB4VSAglOOwww6TsdLY+gh/Dx48uKRtCygPQF4qKF0vvviieO+99yR9LwaMH2Ajw2MI6OZBaApjqPXh1FNPFZMmTZIWaPUD3gwIAVK/h/ESgAGhy7REBeTu7LzzzvJ3WHNA0MFjBsLMIM8ijJnWic2bN8tcGwwwIoP8AghjJoCDz/iA/8FACMZEBZCBYIxBLlhZoNTsHgG54emnn5ZMLo8//rhkcbnqqqtS3bt3Ty1btqzUTQsoA/zwhz9MdevWLfX++++nli5dGv1s3rw5Oubqq69ODRw4MPXee++lRo8enRo8eLD8CQgAYFZDQBgvARijRo1KtWnTJvWHP/whNWvWrNSTTz6Z2m677VJPPPFEdMyf/vQnuS+9/PLLqYkTJ6bOP//81K677prasmVLSdseUBpcdtllqZ122in16quvpubOnZt64YUXUjvssEPq5z//eXRMGDOtGxs3bkyNGzdO/oCKcuedd8rf58+f7z0+zjzzzNQhhxySGjlyZOrjjz+WTL3f+MY3UuWCoHhVMO69914pCLVr107Sy3/22WelblJAmQAWLNPPY489Fh0DC9WPfvSj1Pbbby8FpgsvvFAqZwEBJsUrjJcAildeeSW1//77SyPgoEGDUn//+9+174H++Te/+U2qd+/e8phTTz01NWPGjJK1N6C02LBhg1xTQG7p0KFDarfddkv96le/StXV1UXHhDHTujF8+HCj7AJKu+/4WL16tVS0OnfunOratWvq8ssvlwpduaAK/im11y0gICAgICAgICAgIKAlI+R4BQQEBAQEBAQEBAQEFBlB8QoICAgICAgICAgICCgyguIVEBAQEBAQEBAQEBBQZATFKyAgICAgICAgICAgoMgIildAQEBAQEBAQEBAQECRERSvgICAgICAgICAgICAIiMoXgEBAQEBAQEBAQEBAUVGULwCAgICAgICAgICAgKKjKB4BQQEBAQEBAQEBAQEFBlB8QoICAgICAgICAgICCgy2pS6AZWGpqYmsWTJEtGlSxdRVVVV6uYEBAQEBAQEBAQEBJQIqVRKbNy4UfTr109UV/M+raB4JQQoXQMGDCh1MwICAgICAgICAgICygQLFy4U/fv3Z48JildCgKdLdW7Xrl1L3ZyAgICAgICAgICAgBJhw4YN0imjdAQOQfFKCBVeCEpXULwCAgICAgICAgICAqo8UpACuUZAQEBAQEBAQEBAQECRERSvgICAgICAgICAgICAIiMoXgEBAQEBAQEBAQEBAUVGULwCAgICAloVGptSYvLi9fL/gICAgICA5kJQvAICAgICWhXufnemOOfej8U9w2aVuikBrQBzV9WKM/76oXh5/OJSNyUgIKDECIpXQEAFYMm6LeLGFyaKGcs2lropARWGMfPXiDHz15a6GWWFe96bLf+/OyheAc2A37w0WcxYvlH85OnxpW5KQEDRsHJjnWhobCp1M8oeQfEKCKgA/Oy/E8R/Ri0U5977cambElBB2LKtUVz8wAhx8QOfiq31jaVuTkBAq8SWMPcCWjimLFkvjvjDu+LSR0aVuillj6B4BQRUAMYtWCf/3xasSQEJgJWtDVvqS9qWgIDWimp3aZ+AgIrG06MWyv9HzFld6qaUPYLiFRBQAQgkAAG5AI+a+jCGAgJKgjD1Alo6gnHBH0HxCgioAKTCxl3RGDlntbjr3ZnNrkA3NGU9pE1B+gsIKAlSYQEPaOGoqgqaly/aeB8ZEBBQMjSFjbvkglM+G8vX/v6Z/L931w7iG0cOFM0FrOiFMRQQUBqEmRcQEKAQPF4BARWAIDSXDg9/NEcc9cdhkhI6X0xfukE0Jxoas+MmhKsGBJQGYfkOCAhQCIpXQMViU12DrItSW9cgWjrCvl063PraNLFiY5246eXJeV+ruXWfBs3j1bz3DggISCNMvYCAAIWgeAVULP76zkxZF2XIsy2/NkqwmJYehaBjb+4w+Eac4xUGUUBASRByvAJaOsIYb6WK19ChQ8URRxwhunTpInr16iUuuOACMWPGDO2YrVu3imuuuUb07NlTdO7cWVx88cVi+fLlJWtzQO545OO58v+3poT3F1B8VIn8tabmTj/GHq8QahgQUBoEmTSgpSNsL61U8frggw+kUvXZZ5+Jd955R9TX14vTTz9d1NZmczOuv/568corr4jnnntOHr9kyRJx0UUXlbTdAQEBpbHQfTRrpVjfjPWtmpv5KeR48QgUyAEUf3htqnjogy8Kes3gbW7ZeG/6cjFn5SbRmhHGeCtlNXzzzTe1vx9//HHp+RozZow44YQTxPr168UjjzwinnrqKXHKKafIYx577DGxzz77SGXt6KOPLlHLAwICOAXppfGLxT59u4pBfboW7LofzlolLnt0lNi7dxfx1vUnuE+oQCE9sBryCBTIARhAoPOPj9KRFN87fjdR49DMP5+3Rjzx2Xzxm3P2FTt0bm89Lky9lotxC9aKKx4fLX+f96ezRWtF2F9aqceLAhQtQI8ePeT/oICBF+y0006Ljhk0aJAYOHCgGDFihPEadXV1YsOGDdpPQEBA82Hk3DXi+mcmiDPv+qig1/3f+CXy/xnLN3odXwgRvbnlfBe5Blhqv/rgCLFg9WbRGtHaPV4fzlzZ6i31GA2N2ZzIzdvcpE3ffXSUeHn8EnHD85PY44JI2nIxaXFazszHsHj3u7PE65OWOo+tb2wS9w6bJcbMXyPKDSGiwh8tVvFqamoS1113nTj22GPF/vvvLz9btmyZaNeunejevbt2bO/eveV3tryxbt26RT8DBgxolvYHBASkMWHhuqJcd0t9Q7MrTYXIE8t1MzRtjGCpHTVvjbi+FRDUlMP7KCfMW1UrvvPoKHHKXz4odVPKEjhM14babWnCnVkreONNIB5oucjXaz52wTrx13dnih89OdZ57KsTl4i/vDNTXPyA2VFQSgS9yx8tVvGCXK/JkyeLp59+Oq/r3HjjjdJzpn4WLlxYsDYGBAS44Qr3yRWlkIWa3+Plx2q4bP1W0RrRmiMNJywqjkGjktGI5kg9mjvO8xxSZ9C7Wi7yXUIWrfWPNpi6pHwjrkKoYStXvK699lrx6quviuHDh4v+/ftHn/fp00ds27ZNrFunbzjAagjfmdC+fXvRtWtX7ScgIKB0gHCLc+79SFzz1Fiv0KE3Jy8TqzbVlcw7gq3dzS3nuzxerR2tWfEql/GwraFJnH//J+LXL/HheuVMRuMyDqVCsGGABUn0lZrq8hXZi613NTalxIatzUeEVUyU71vMUcABpevFF18U7733nth111217w877DDRtm1bMWzYsOgzoJtfsGCBGDx4cAlaHBAQkNSSNmv5JjF58Qbx2sSlUgmjmLhonZidCf15bswicfUTY8TFD3xaMs9bMQRcuGaTx3X1HK9URRdLf3vKMi0HpxCobsWaV7kMh09mr5LhxE98tqDUTdHWE59QQ4UaxzgqEx03oAjAhrVcQkq1NdrlOS2BAr9i41bx9b+PEC+PX8weV+z95YrHPxcH/vZtsXBN5ecjV7e08MInnnhCshZCLS/I24KfLVu2yO8hR+vKK68UQ4YMkd4wINu4/PLLpdIVGA0DAsoTdC/CigxYyzGAGv68+z4Rp935odwEXxyX3izmG8gjku4TnGwFbYLk6DW129iNtboAYZPwXBfc/4k46+6PpCKyYsNWcfPLk8X0ZfEwlEYkPJaLoJ0L7hk2S1z17zHihhfsXpHR89aIH/x7dBS6Awno05byoTmtWvFCv/so8cUCfgWlbAedq0oJu+H5iWLIs+NZodo1ryvZ6BGQhDk2+fl4zONQVxNKMYyA+OOzOWvET57m84CLPXU/mLlS/v/fMYtEpaNFKV4PPPCAzMM66aSTRN++faOfZ555Jjrmr3/9qzjnnHNk4WSgmIcQwxdeeKGk7Q4ofzzz+QLx7YdHFiRkLSD3jQ2EHyyoUcUL5ypB4nubAuaHcR6vd6Yuk8nRXzF41rAwVwg5f8OWBsmkBWyMi9dtEQ9+MEf8c8R88ZP/jG+xBZT//uEc56b7lQdHyGLqP3tuoli9qU4moIOnkxOYW7HepfVLknymQgMrv3i8lgL1aD2BtmzZ1iie/nyheGHsYrFobdqAm4vHK0QaVhbGzF8r/u8/48TyDe7cVzxkc1ljsbLlOr8Ua7ivzNNcxoWUqHy0qDpePm7eDh06iPvvv1/+BAT44hcZuuAH3/9C/PqcfUvdnFYFPK9h39E8XiT0DOtGdfVpxjEbXNbFJMKVUgjmrKplvU6+Hpb5q2ulQnX1ibuJnXt20r7DBZ/rG9M1zmy0+L51vIpFYFKqWkzLMgLT5m2NYkt9o9iunXmra9UeLzQcYBy1L5E0gMdlqY0D9WS+wNjxaZtrGAWPV2EBuT5gVLPN63zxrYc/E1vr09EEz/xgsPe7zeU9Y2ODy/BQinHkuzc0xQykrXdtbVUer9aIj2atFP/+bH6pm9FqsNoQShZQXOC9BoQfrGxRjxf+DjYxTlhKKuRxG0ltnV3Jw94EX/3mx/8ZJ/4zaoH4xt8/i323GdHgb61vZDdGzGrI7dktSfEC4QQToYDyZUMLemyJlRvrJJlM0vy/Uio8eFzi8Vpqjxc0BSteWxvs46hNTVWUXwo5MRTl4mwGT/Bzoxd61SgrV8Caf8odH4gTbnu/aKGpoHTZjFkbt9aLnz03QQyfsaIgipcWaujIKyyW3nXnOzPFbW9ON36H11JQqKAExaWPjIz1vR6ZUpx2AlrCkh0UrwrHpY+MEr95abL49ItVpW5KxeGhD74Qv3xxUiKhoyVM+uYGbFRAjmAD5CZx39NQDE04Iis8VsTgd24DoO8dkna5YrI11bl5z3RmQeGFCYvSRTmXGGje6xv0/uCED19Ww1IrIEvWbRE3vTy5IMV8YUxgkgQTAUtL9Xhd8+RYSSbz6Cdzncc2akp56TQDTXAtrd4VK78Aho3oO0YoBm/4zOUbZX7pMUPfK1uP113vzhI/++9E8ac3zEJ2JQDWCgh/g5/aIiuQpjXzmc8XStKmyx/7PHMMf3wyjxc/AYphIIExDjm0f3v/C7F0/RZ27EL4PhRd/2jWKhnmrh9nPicgjqB4tRAsMJAHlDPemrJM0oGX0vI29I3p4qmRC2RSvi+K6T4HAfGv78wU72csaS0B8H5PvP19cdbdHxq/BzazM+/6SFrQbMALOmxMdWinoxsRhExlj02xChHeHEDwPPXOD2QxWUyQga/PeYU45QcL/oXYkLY1ImGwqYkNT/FlNSy1x+vBD74Q/xoxX3zzH/ZxgN8VCAg2ZQHmqOb5ZARm03QGI4BPbkc5AophA16btNR5rD42CtsOrLC4gOdYyT1eaKxQxYs1XFRXic/mrJa/m+ZjucihKjoG8tYqFbh/OW92IWAyzHxBjEO6xyv5PTBTaylCDesy3j3Axq0N7D1x+D4N86cpAYVEqlwmUIEQFK8WgnIJZfDFn9+YLunA73x7pvNY8EQkUY6SYvlGf8IMm94FIT50cYC/QZF6w0MIAgybtkLcPWyW+G7GktYSMGdlrVRkFq7ZYhTG/vnpPPn/uAXrZCL7D58YI/7+4Rf6QcQi7uvxAoWH26iwIFXX0BSdi+lqsdLEeUe4DbPQtbS2IY8XKBXcM2Klg7t1qT0/EFYJULlZHJ4YuUAMHvqeeG70Iqv3AQsTfJ/Hn/trD40QJ94+XOZ3VCp8qNBzrVnlwqsTl4h9bnpTvDjOj32sXEIe40aSbMiZa47D/OHmULkJjoUkHcoX0DcQWv2jJ8d49RPsEz7e7ELAZJCi7xkb3XIJfUwy/vHXhRpTdSiE1rSX4C6GfTL6Hc0Nem6hFcRGTwNopSAoXi2lfkSFcb0oEgITGQHFJQ+OEJc8NEKGcpiQi8yIF+wkC5hpzoMV8Yg/vBsTBEfPXysVqR8+6S70m7SCfaUAdy1dqGkyO9DFvjF5mfjj63oYDPZagUUcW6Xpvou9QVLx8lSI8IaCxwY+hle8mryt6PmCto9/Rj9vW6k3syTdAqHVgJ8/P9H4PTyK7hXknjv+2ZQlG6TAPXKu29iztnabzOspN/i8TmyxLqRiAKyScLnrn5mQfDyXWEHRDRUpzcJPhWLcZ6Dsc7T45bY7l3q+U7Kg/01YIl6ftEwaMF3AUTLFVtRNaz69paY4sUawJvHA+1+IkRnPqGu/MUFT8gr06Nreh4x6pnGOj6V7nq4UFqZtpj20nMZurgiKVwUDb5zlZMFKAp8NH6zgcJgK5UhM5WsAXkCSTGScaEoFwT+R5FSsSMGCaXrWWcs3ypBLUCpL7XUoBvDijC1rJmxAbH24r6hlHgvVdKPSPV7+oYa2tuF7qzk2e8WmWGgv52HQmAULsFtq+UuOcMpKCTUs5D4NoYZYyeeUYjrn8LijxC0m/OCJMTKv59PZ5ZVj61MvDj9fIeVXTEjhAy08OEHR4mLvqTBXMaEGHUd6fT7i2SZzLanBBdYjyNsulmJRTvKC5kXxmHObcd5dkRUvk2GG7uM0L9CGj2avEn9+c3qsHlaSiIhiMIDiPqfhg9w+iectPa7QjoBtLUDWxQiKVwUDb5zlKrTDIgUKiE3BSrJ20InuKzRCEijQfeOFCoe9ufpOs2xm2KtMoMVzO7SpiX6fu7pWhkfd/paunP3h9Wky5PLKf35eVrTKJdlUcX0uzFxILOLYKkc3OnwP8PZwKSN408aCOh5nmJEQBHqwtp5z70fihNuHa7H53PsqtEVft5Dyz+hb3LPU60chPS4gBGuWWSogMF5MH8EPY1TGK/bmlGWinOBjjCoXT1MSi3+xgec0NAXvsfF8Ut14p+WqxYTS5CQYkO/4j4/S9esKjRqYJDng8U/mip88Pc5pREsCvBf7XFertZZAUc/F6GWaR3TP0bykzPKhirnTcGotgsMxD/OtGQb1yX714iSxbvM2Y5+bjE34Ntx8yDfXjYNvyH+lICheFYxKULygoOlxfx4u/vzmDOP3bRlFhk44m6XD9eyQs/H/npsQFWGNC+j8KoEXxiTWFqwQ/nvEfLng3j9cz196f0a6GjvkQGFFoNix680FlzUNwya4UI+XL7kG/M5ZIPFGjDd/myAIVrzVm7ZFeR9r0OaVhNUQ/qaU0/DZkGfHi7vedec8biN9w3l0NI9XU+vweMF6wAkIXEFrPA4URXg+RqFCANqUlOzDx+PlOzY4FMKDm4RcoNigHmI9rNnuXYcxh7+nBamTGhYgJA1QLPbBXL0Gv31lqnh5/BLxv/FLSubx0gmU/PZJeDdn3/uxOO++jxMpLKZ5RE/PN5RcU/YNbdPDC/2VNBN+8O8x4smRC8RNL0+x5kXH7m8LNSTH+taMzAXlYiQqFILiVcHAk6Bc6TuBplSxliUR+IZPXyE9ZThsxXasaxNZtDZNe/rm5CzJhUYT7Fi8dTd3blOGo0s3s3uV5/tMCo0FybGp4oXcRgdOyTXoIkwFbraOV8rMjoXHg54LaE8u5qafForSlBK/f3WqOPqPwyQtL7ZEvjB2sbR0u4RZ7fkhx4s53LuAcsk9XoW7liTXYELEuLw9TKaQ6J5F3Em//vfPxFF/HJaIat9HsKZjOyn+PWKe2P+3b+VNfIQNCaXex7RQQ1KWIKZ4EcFTy/XJ0+NVbORraClkPUu8F/uE9+J34uvxAup58DhNXLTeK4+M6yfKhuvrscVt1ULpmRDVz+etEXv/5g3xrxFpEqp8o2KgHwBTlqTLlcSM0Ib5hz/SiE1iHi90ToHtxtsqQNZNgqB4VTA4q64P5q2qFWfd/ZEMwysWTMUkMUyKDFCMX/745+JLd34otqKJbpMNfay79AK20DKFYdOWi+Nve08mwuJ+TiJgJV0kdY9Py/B4bXWM0RSpEeITakjzMDC2aTHoPKsh3gix4kVZA6N7pVLaxuNLNU2v8fin8+Qmhb1ba5H3DJLNk+R4ceBYDTUFpAXtBLAecKGGWBHjPF5JwphyNcj4YPzCNHnHSwm8DCaBEdYxKJ6rhC/Nk5yDMPObl6fIefMjT/Kg5iq3kA9o2Jgm5DPedWi3ZjiKEQ/k710sJErt4c7H46WVivDsS7y+Q13JvBQvkpPF5XhBmsO9w2bJe9rGEqe43fraNDnOlIeqUPnC2OCkGfBNHjfNQNlglVF0OvniebyaymD+5IsWtN22PuSyAGHcP3y2tAJBGF6xYGKy03KmDAsbKD0A8HZt8RCEctlDtKRpw3V/8fxEGf73x9enadbzJOsJXpc05cHyrnQvT+UvLgCOFYwj16Ahg/ga1OODQfuZuyXeHGweUFrrCI9H33BVm0XTFq+Px6bb4usK37RvWDRHpZKB1xR4FJ19K+Xt8dqSwBOu37O8+s/UnhfGLpLFc7/72KhEpAAu5BsW7Zsr2RygSiD2xsXCmsn855R93L2lVi5zne8NRSI4wGuvj1CdZP0zKQxJ8jjNOV64LXo4Km3+jS9MEn95Z6Zk+MTH2YzmdIwtX7/Vm7Idzp28eL3XfMTvH7fFJEdqBZTr7OQaSUMNF6/bIg3/sC65gI2hLUDvCopXa/Z4+dTMyRemRQ5/ZsqjwN9jS5WNAj6XTUSv8xNv46pNaQ/EhEXr9X5OsGniY7ECYlsYk4Q/svdtSskQhXLIE3OFMWBgT4+W90EEM+oBY1kNPenktVBDSw6B9HhZEsFZz5rFSon3dN2T5gp99fek0pyVDVvro3u1pIRlLAQkyfHi52DKPwQ5QT5YrnDdAc8T05r46Cdz5f+TF2+I9Vk+5Cb5ykFaqGGJlyzqxdKIHBgjD7S7rgjEA64c6FyRm7GyOIYanYHUQ/HKQe7B62sixcsRagieTc5jpcLJh89YYQ2f5/IIKTgijqdGzhfn3Pux9LBRQpTfvTJFWx+AKMq4jxkVL2H2eNEQbs24IJy4771Z0vA/5NkJFUXAUwgExauCwVl1SwmoxwQU6yDEmBQITfEyFShEn63bjIRxi2XIV2hshzYxjhaVjS9O0M/4WJsCiaEV68zD4/W34bNl7bNiMWIlgSscD29iG7dmF3XbJkUVLyovcjleVLi0bSiaJ5kIp7YNnA81xIqi+Rjs5XIxeyXZhPD3kGd48u3vi7Pu/lCOTfxsle7xqidCBedh5sZEkjmIjy2W4ppEOd7mOBavQXGDhn4sjJVfvjgpYm3kUNWCEud1VkOav6N3EjXI2Qh68vF4+YSwQg0siF5JojznMt/x2ucz3qH8y5J16fxqDnjt83n/SVgAk+y/Pqyn8ntS6oSGkpvQsW2NNl70aCW755nSstN8Z4yHP04bVu55bzZqX5MkRHnsk3myrqgpZcJlWLalA8RCuBOGDC9Zt7XodVfLFUHxqmDkqhCYzi8kbnlliiwq/MjHc42WD+z9MdXFwnuCykcA2KyPpsXxnanLxbtT0yGLCm3RaqMJWA4zaxKvTVKPCga3cScBhDYA7nzbzZBXbLiUEzwGwRuT/RyFZcSs0HYLocb4B1TrTJ4d/tsW0ko3OpsiSROuvTxe6Bg8Hl0eL84KT4G/n75so0yKn7d6s1i+catOlS8qD3id0BUUPhqAho+CkjF2wdqYEOiag9o65tGBoFC/OG5RouR+vG647oE9B6ZcVLpO4vxAKij989N54qmRC8RXHxrhbGO7NtUtM9SQ5HjR4UBzdvQoCiJAa+uDf3t8PKk//s84cftbMyRBDwfcplzo5JPsT+DJAFKYyx5Nh7VywP3mI8fkm+NlajsQ1xzw27fEH16bql3fnCuJFS/e44XniI1ERGft1c+jY4UzUswntSVpFEktIviy5XiZ2m+TY7j9FNaToa9PE3e8ZWazBiSZ6blGHZUrguJVwdCZu5IPxmJ5yb5YWZv5f1NOnjo8yfDCgQUFfB5dHEGQ+v6/Rovv/Wu0VlurDZJGcN9xewiEeujWc+ENLMxgVkOrx4uEyXEWnmXrt4pvPzySJUYpBy+oU/FCz7nJ4vGKhxraLaR0Q+OYIq2KMVJI6GZiU9C4OH2bRVQ3BCCPl1ZjThTM44UFfphXuuVYVBzwfKZeUI4UoZG8jxuenygu+tun4o1JSxPlJOreMffCAMoM5Hr4KDMmL4NLBHeFUNGxxFmoMeMmnV94rNJxnAtyoeMGAf3WV6eK1ydlmWoLAaqMam3jyDVkjhdXXDZXj5fDy4ne+QqHQp8rSZQCXvtcUSIfz0oXFJ+1ws3EqRepTiUkQPHryy31/P4LcxMiLv7x0VxtHhkVL7K2+BSph89tOYDcek6vxo1Hl0yB1ys8Z11rHr7nFhQZwhm05q6qFQ99OEfcN3y2ZjzXjm/0F6ZylcHKFUHxqmDoVt3ko7EYzHla7pXFRKt7DeJtwAuETWHBbafGOyxgzludVgJpqKFv39F8kSRubrwIa8QRlgUTL4B6+EH8WGAn+3j2qqISoxQCrkUdsxDid22jdI8VUI55vPQ+5BJ+8T1sHkmaOI0FYVvoayNzH7z52hQvvFmaQo10r57L49VkZPPasKVBm0Omcf3+jBXSmu5iJi0Pj5f+nnmPl25hf3ViWnj/54h5icK3de+Ye11Q9wGhxBc62Ucqr5xf+hFX+NW0dMPYP+7P74nz7/tEm3f5Kl4+xEMUH8xaKUOr8mVUdBVQ5hR42t++OV5JLPbYuGACXjNdirnmyckhNFajEnfIDjhELokBIzG5Rg4eL1OkD15T8fembtL2aUmuoRt9TKCKuY3AifOU5sIAitu6bss2Y+6ga/7he+JQQ8rciecONnjbahA2JLD2FSoftVwQFK8KxrY8WfCKwZzHMfwouIQbLIRiYdHmvaAhNKuRhQUrYdh65StgpfIgMcF7Ew6jw6FiGDaLmJ7PJlhvYrnB5fHC40XP8UpZ6W7Z2jrkvXKhhjZLnr4p6sqJ7vEyK8dUiG2wePVwGJGmeDlq1yVjNTT3L9zDtYmDUg/5Iw9/lM4dKDdgpZS+d1sOBackw/XwWDMJlxMXrZPhSGtrtxWMDIcDzj00zZ+FazaLc+79SDw/ZpEzAiI2/hmjhEm2gTUHvCozlm/UiJlsBBC+zHeuArImgMffdH7ByTWY0C46f7jxoIUiNwnx7OiF4tWJ5vIAWLBs6+hDvD+6PJ66QmFeV8DzM2PZxrzrbdkY/AoRuZMLtfhmxMaHlSyXImK6viZ3Ocg1FOBTfW0xyzJ0jOHLJakZpoDvuSZDGBb3ePH7AH7ezXV+Hi8w7NlyS22KG4dArhFQNnAVlQOL9cl3vG8NGymGsKCH/KRyIlzAFn97+Bm2gOjnb0SLw2q02Gj07oxCoLU7xccXcws/PhZb9dRz0P6xbUC4fWrDdNVvcgEKVN/08uRENU1ygR7SafJ4YWsarhGC+06/Bi1y6kuuwdFB6zkAfnW8fD1emvJjKaSNFTpNOXMoXlTYiltIkdJXRxUv3iqtmD0nLcoW28QY8cVqccQf3hUvjVss8oGN6THXHC9ZcoAJX8PvDb/39m2qnXmzUFcHwpHueHuGNqd9hIFcaMT1gqXx9fruYbMkS+FPn5uQKFdD1h9i5hH+S/UJDhnCVmwsxOHx58v0mAtZAj4MW+HzBVWmtLYRBY+GnPmWMJi9cqP4+X8nimufGqcZ5LJtwH3Ii2jYmILXT59no4CwzZv/N0Vc89TYvL2vuC9oaCrr8UoVNsdLzR8tTNKgCOLbuvKJNBbGGJ28RfFKxc/L/m5fczQGRbiXRqvu7ivc97joNT5VXzeEt8crTq6RMqaI4H3n7SnLxMMfzYmRO5lkxRUbtkp6fNqGFqB3BcWrkuHyxPz5zRkyrOW3r6SL71HYvCr5ALu2bQtDMo+XWRjnNhG8eK2prTMqmtzijb+D+A3OAsZZGW1KmVqo6X23WHJG8OKvhM1crMTUm/GvEfPFM58vFMWETmJi8nhZlGxLeJ4soMxsFLT+F6d44feKN2Z8nK7k2Y/D7yjuWUDPWIdrlWHhJPs7VoZrDMIrPg+3x3hvdCyeS9CnXHFlDJsydO97s6RHGRhM84EWfpkg6d8mLME8xyGsVECgTI/R5zQPw9ApiuVv7IJ1hGwgVVAyo/Wb66UwoiWzG+6BFSCujpQ8XxPi6PunQhSef42aIp6+b51ROcD94Psucwk11Mo6OAT7JKACnl66gjmWqeMF7xE/FtSHVFhqYHbDIawu5VWLEnB6ofh+fmPSMvn/bEtell5cnL8XjiBw1SV0GecofMPtXh6/WOx785vi6VELEtXn0wyghnlEQwZt7aGh3FpoMo6qYOQwuhfh83wcvZrHCyleNlnIpGhiZY/zwOP1EiteytsI/QFK/a2vTZNkRq6Q0Sv++bmkxwflS4t6CaGGAaWEa8MCZiHAnAzZBQWexIViOPSpQu9awPF5G7DiZRGi6TzE32FhAS9wnNJK+0K3gNmfhTonbJuIWnDofTZZwiqxwKVYILUwOYvgwXkPlPVLWZSKBVetK1vxRs7jxYX/6Na7JuumAhuhpnhpljyLABVLMDcrv1QRtoUa1lue0ZW3gVm1cLvlvbh7E48XzofjvK+2cTRh4TrWi+cLfC9TaKV1HtnyAIkVmqeTF3qfeHrCO7bVWcqShv1wgHDGg3//tvjli5MJ6Uv8HlrIkEOAxeMS2oL7jx6O54bqEzz2V+K8P1yvELWhrYHtEPoQBOEx89fkTENNc2ZdLKBJQIkbsDITyyclBiFb/9P3hj2HWBiGMiwQ5rfVQagyb1Wt+MG/R4tPv1hFcqBTeRlqNSME+h7CamNh1obzgTVPyRx6WLND0XEY58ArCHNCzT+sCHB5Qne9O0sOzRtemOQ0kuCcNMz+5wq9g/vbDIFa9A95TjyuNGWKMSKDgSFxjhe6z9rNZllIy8M2yGP4npu5HC/0N/bkqv6EMGXV94vXbdHetWltVPUGP5y1MvFzlzuC4lXB4OhrfaAVmy1Q2KGNHhwvIkk8XthD0OBZ+wL/jd3reoiW3aqF2weLPVdgULfE6MKZbYFQbaeLjWa9RPfRaL8zOzFuE14MtfwAS5gK7od8EuPhOrAp57Opat5Fq8VdH+ccsxPNe7QJ4PA7fj36hqJ7BjSrpYVOF2+Y9Dk1r56FLMbm5XUlO1PFi445jkETK3D0PthiaavZg0OC8wF+v6Zb2Z7BRoIC/c9ZU23hSSAgcvkmWmhhirKQuvsCzwUOz41eJMfmf0YtSJRH5ip7QWvjcexwOCdGXRcLaNjjZcvHNI2bt6cul4Lw9/45OitIexZQfmHsIjHk2fFSkMN7i8ujQgF5TFD3ygR8LZrjxc1rSa5hKVFC9xesbK3LCMNAZw7U62fc9aFT2X744znirSnLpacZ74+mtRQ8p7e/NV3MX13LhmhTKK87FP495PfvyJDWLdv48Q7tOevuj8Sbk5fF8kk5uAr4DnlmvDjvvk/EsGkrYvfmQlMxiY3L2IsvYzP2Ru0l79mmFOikXPZUAs7jpRlAwONlWbNtRiL83JriZYnqMOmxeo6X3QOP/8b7h1LYl6K8zPWSVRfPEfvEh/7OpWh2OSMoXhUMl4vYeb4jNCUX4I0XFz+W92iKLwamDaDOFmqoCcR2BQcfhxUDzW3PsBrSJFgul4NuKhyLXvbeKaPHCwsTuE2a8G9IXtUWRpKzYgJegPMpnPuVB0fITRkS/L2KYxqkKpunFSs/NPmX8/TiEDMcFkGPpUIKVmDsoYa61Ve1kSpxsbwzCwmOLdQQb/ymPYYLNeSEQwxqPaXTH3sUbJ6aQm2AunIRv6ZNUYLPs8I7EYKZ0BRbu10er404TJTQqvt5vPwUBMwi6VP/z9fIgRVFeE5OgMUGgkjxQudj0iKbAcG0/k3JeNjXbq6PjGI+gjS855/9d6J4Yexi8dL4xdr65xLs6XUgjwnqXpkIivR8I36fwSQN8P71tc5sOKN5x+r9TkKRB6txeLzhnX/6xer/z951gNlVVP/Zkk3vgYSQhN5DKJHeixQRUbAhIE0Ru4ANG2ADRUFFmjQbRVFR0T9ICz0JEAKEkkAKqaT3nuzu/zvz3rnvzLln5s59u5v3dvf8vi+wu+++e+feO3Pm1N9J2rb4ms4j7nhuhrlxzDRruGRFvKgswfPeWGzGC9EjXysNxD+KtZ5/GveuEwWXxgV1Pqfe8KxtsBxKRweF/LGiwXXfi7PKTk11a6yliFcJ9JlmkmtAA2VPtoPrYAanjryn+1JA4e+cpMRn5PE1gGNyIl5r5IyarD5qbo2X3yil85zuHzhvaCRx6ZqNzp7L92OepslT/ts71PBqxwgVU/tShWAR4QLwMbS1bEyNAcMrvYHLOdRyhMCXasgXIv3MiXh5DC8uQHjNAK8DoeDeVjfCkrq14jH4HBqjNgfq5UJFk3qUfAQVDZ5oFvW4+tIUY4CpZg+97u+l4xqteaIZTWJuPPw5VPxMnxtnU6L6D32m9lhPnxdOue3UeBWP4/eQJvHwGA50U3VqsUiUtyk+9aMwprjoDqwxx+hlz5GuXbqpQ7TgOw9MalFq8jsLVpk5y9Z6WSs5QrIJ74+vZ987LHwunw/eLa8Vo6BpoiATqJyQlDlo4L7PVY8kvfayyC8QPRrqPXMhrHG49RfpOUnvDX6m5+P2DpV5GyXDi6TL0fNkEY4sIkbHwmLULIalDgwtPB80iqXyLzaF056/WTaASuP3R7xC5Dw84uUj6OGG1VpB/s5fIdclS+PIMryQ+CbVt09K6ROUZfqeQw4SmmkB84XOW0lWQJ0PGJt3PjsjaKzT/btrfV3qPkPriDoVnVRD6Zk67LrhNZci12BZL9Jx8OzddHafLuM3pqzM9tw73wdwTdBnT/d9H0GTHCmXrxNK4XYiXgLByfK1m7yEVtxJBKfNIj1qb1DDqx0j5MGi3g1a5HzWbePNodc8Yel46SbpS/lCjJ++xMuO6BsTXXy+iJckOKmwc8k1PFGgUKohVRBY2N43hg2BSFSqFoalD7l1Ez5PfVoocvg8pnhKn+FFUwF8ihqllY1NfwrBl4oW07PN9wxwYwKBTB8jr/FKNzWVn0WooDjcx4tFvIQ0IH6uEMGFv1bAE/FqyscYFmooTcHp5Pn36PzCa4CjAKIF94yfZVOQKHwMpuDRBvp1NLQg9emEXz1tDv/ZGDEdRiZg8W+0+K74eg7JxlDEK2QcUWMElDPXyEg/5589PNk+x+/9c5L9PYuqXopUU9p2yQCt8RjLXNnn8wSel6+2Cu6brgd0EFFHEY140WftKNHCc4b5UBovRrzItT3zaNHq9U4WA5XJeWRYSLHlyiFvXREiYeINcp0aL/beaN0xklDQcb23Yl1wrnYrGiDpyGPYaZEVWXQIEYrvnzrvXNnn3hNff3TfDukWYFiFHLH0/tAIjG24TSnis6J19DxZES9OruFEPqkBSmpoAXTOxvTx4k7RUMSLp5zjmqRyyUcMFZJ5nBmYRq1cx42b1i8Z8XS9rVi3yXESc2IYTtKWZRy2N6jh1Y7RrUutd8FQrxoIvkL6TaN54d2ldtI/9tYC5/hQGgsIv7PvGG8+fecLwbSyULTKjrExrsbLYR3zkBGEvLVUzvsLSgMbaqD2KivVMCYXGVMNQ55aXyoCCCHYDKhXzldD5IsULCaer7z1ERKknjDxVLXyM0Jjk0cFs3rrOEYoezdO/j0bzGpvSqtr9Er1F3zTSNVZeSIsPs9tvoiXP52S3wtFgVyDGrAmYHgVPlxAPPFvzFsZdZ3rHn3b0q9/4/7X7O8zlqxJ1is+S74OuLIT8mrjs3UV5HAanW+soLyE0q/pHAHjOKsW550iOxw8P1BMQqmuFPQzylqYFfFaTt4Zf2ayEicrfHxOlWq8mkSF2G0Q3hhUkOj3cLwxEQwozEdAmqLTkD5HtkZWI2M3rZnXn2VEvDwNcnnrDxp5wDlEb8F9tukxUqZDuh9LThbKOOlGDVKHOoYBKvINxAkQMl7oGl6zoZHtT/55C2MKRbxoxA3feSiaTeFrUC/ti/QxhyJe8F36J95A2TXsmVPWU5Pqy77hz80S4niYaPn6xvv1LQ2X2MLvCOdryzWS5UifN+JF5OWClesdvY1fh0a8eHaGkmsoKoqvHb+r+eZJu2VGvHAzpYoD9Eig4AoeRMQ+evPztgj59XkrkgX/ZpG1qJw6BlSSsiNevsiULHBDdPKOsKMKQo6Il2N4NYcJBrLSOQrHoDeqOS7i5fTuMGb1xs1uSgM1NjwkERRLyWbWGhEvydsfG/HypX3h++WbVxa5hhvx4kYJOY69N8eT56nJgnlGvXSNsRGviFRDHxUv/DnUm4u2IODn4fdCAc81tJlJES8afXmTGV6+yBqm2Y2dvsSbHsPnYGydmhsZdddzkNWwMY5cI13j5b57n1NH8kADixdFKNpNn4fbKDjsqV8ZMrw2ChEvT3ReMtLsuMiYaR2ay0AaNqKoco/PL6uBKyrz9HuxERUOpxZTqrDjwMAAAQAASURBVINjRkCo7QiPhvkiB3y+0SwMXAN0LNTIzErFn01SdqV10qOhLjLLo9F5d+uKqdfUeKER1ZSizFhZQzT3VJ7BdUMRF2qESoZXSAlv8I29KUfEK8CaK5JreCJJHK6zQv7+ZuEZ+wg1uLMkiXhlZN2E6pvteSLSvPn5fOQaVK68R+SadB0a8YLvZaWjtzeo4dXOgQ1WU4YXUQpQwNPNax6f+Ew5fPDVeealmctsEfJrs0uFv3OXuQoEBz8PBY4xK+Ll0+N9Cz1V4+URNo2xNV7MeKQesKasiFfEpoDHhDzYTrobF2qsds5X4+Uz7JZGRLygz8YvH5li2bayEJKDIUUMnqXvu746OKsMBTbqUI2X44Vmgt5pDOmJeFnDSygap+sKj5PuxXeP9ppOmkY4iuWyGspRZQRNg6HgDZRDhldSHE2uhbTRISWD0mZLCgK+W76GQmQ5HKicOBTTLNWQK6+h1M8QZTY3Xhzjg61RqjAC3l6wyr1WQClb72EPFLMDyJ8wda/w97ACBdd3lZnSZ9wQllIN6VB85BqS/KHzCpVh19hNfSV1XptqGBnxgvukTkb6WLIYdW2KUyAaQ9cWPDPfubn8prIG1wN9X26UM31v9HnNIhEv6Tl0J4aXUwPI7oUaGwBkMKQN3N35zvZMMmdg3bv1O/6oCfwcSjWmexWmYGf1hpQyMZwoohjxkg2vrGwYS67hiUKF1rjLBCpHiXnEi2cQUV2EO0vwGUv08IW/N4vnTe1dkeUQXMY60bjiXKBzYi5zREnRPV8KeAewu9Twau/A+houSDmVO0x6usB4yiAX8JAShPjXq4UCXUwPAY8VNBKVqMRDHqhSFKO8KIhTEBrwkvoMDn8fL+5tCUS8MqJjeQyv4LNyIl5+b5K9F09dU4FtrzmYaihFvOD9XPj7F80NT0w1Z942LiXwOUKRO6q48E0slKtdqgdkHkbom+KkkRl/xIsr9FS5DHojfYZX+vna6zDjJzZi46bONomGvnQ+OndTDZQDjXDTdPJ+JZkafzhH6LvkG6cU6Z4wc5nzO8wjqag7tIZC92CPFaKOnLqZr++QF5fed1baZsgo4mt0ynzXgRFKkaLOEKfGS5CLVPmCFDzf+SXj05filVLi8P376jHJGFzK/bSjhcoSfEYx3mw6Vkg/o9FHf51okznvrhfMQVc/bh6YOCd1n1w28l5VMBZfXQy/bpqVza+UUqAyujlHxIs+4yy2PhrxWrxKZviV5ivKtNi0V7re+DxJRzNcB1ioLpAT2sA7jWUTpWNy28pIES8TFTmWIl6+SGKMLhSMeAXIfey1AjVeeO++qUejfiH9Jlhf64zVf5xU47WRP8dA1gjcW1YKc3uDGl7tHMjck0qLYYsUPPXUY53lcaDfpw2YV6zdaJ55Z7H5+K1jzUdveT41npAglJTprBov39/dXlvucVkGT+H7cfnqKUHMWQ0DdN4+/Q49paEN2Y3OuMdxtkhqmNF3LH2Xk2tIES+o30ElDpRLYLILIRT6zyrc9QEFMVfo4fmHyDVcohH/RhVOX5MVKp5qiM82VcsYma7hq21J1TwFImgpVsNUU8u4iFea1c7tD2TpsgNpqZIB/zIzvMDrLEVWUhGvpjzkGk3iRk6jkKEm2xxur5uwcuBLt5MUWR7xCvVN9PVnlNYLnRtOxCvD+C+kVcpOIomIg4+LwtfsHE5JjRswluirwMh9TOE8Tenme5u0lr/7wCSz83cfstTrcMq7nntXIBFJzzP62ODnUMQ+JEN87UA40JFD5Rg3cNKETnKWgiRn6gmxFo1Apx0t7nzF90jfp5v2mp5PPqSjGTSNzJ2HXF5x2Qq/xxpe3lYlUsSLnIc6rUNs0dJ90/kVjNQX54elSveSsrjf53t7iIgDn6lvb3bq6D2Ns/Psk8E5Xhw3Nw5Dc5dOec42q6mGiqpNNeRec5i8VGDNYSmDXJDy79OIFzSyxD4iHCEvD25GoToK399C4fnoiBfzoviO52xEIZYjLnBiikDxWYcNj2avkrZ83cZAxItHX9ICkaZvSMoUpfoG/OXF2UFhF0rtDPWaC5ImCEQsABiHo5gGUqrSRklz7jQQ+h7AeUGHjPOZpxqmIiU+AhFPLRlHOoImb5rSsSFWw9C7oelQpRqQ+I1TiniBYUDXRCmFLe1FDv0uPQu+DkMpg6F3Tz3jLYl48YwDnpoZdrpkzxdpjJRcIxVdZr/DXHbZQv3KJK43rwOhqUAeYr/LHSVUoWXKPcoxakj4ZILP2CiMK/3s7x5f6PlEaxLh+TnrN6M1CMzVkJIfVEojowEYlXfJdcKOHF/jcmle0/W2KGR4sWtKkTinsXDAmOKQjH4/O2h6nnKHRigKSeHff8MOjFDUmz/jVMsSx7D3zw+pbjKUbSHJenp7fFy4Zr09EIvnhnUbMrxC2QGx+ynWIYfJxJrdc5Obg2cc24qjvUANr3aOWo/hxetEQIDFKLq+sDaNtlCmI46QQpEo06wPRuocXsOJRqz8Bk4WqUWopoePL+UBy8iBjmHoKtV4hTbuJu81eMSLCj0unCWFnjJeShvmvOUFz+YH9h5ienWtt3UE42cs9Y7VZ5SlolWRPaYKn8nREPhOaOONZfwLGTo+b7Xv2WYxC4ZSDVFhDSoQgfNx3SK2ZxXM8ZCTgCs84KgIGV58zcCYkfkQ2VfBMKC3ggpXap7kSndpyo4+NOYwvDz9qaRxuXVkTcGI1+T5LOIVGG+5CiOVC+nIZ3h8wVRDTFvyzCX4alK/y8lwyHn5NaVUQ19bgtDc4/JxapFNEnD3Zw4y3bvU2XcJcoyeP6teF+4paMBHKqWhVFl0lMWmncOYQ6mVoXHQOqc0+Qpb78X79sl27gwMkTSla7waHT0llEbGozxwfBaBS9ZnUrTZMbxoTXdGtDxN4CQ77TikBsf8elnpoKFr4Vz2t7QpOko2FbIZknNG1ifTc0j34YxFMOI5QszAvLG9shoq2k3EC7wGoQnLhZGvrgcUsm5dSnnjHKH8WxwjZwfj8Al7lw5eLvT2nZN/nwrMrDxu6tXiY0uxyGWkBlFFMrrGiwlVTlpAhRKt85DGAIoHNi71bZg4dwb36WY+tO9Q+/Ofx800E2YutTUTz01d7Bzvk6cpOt1cqYbyxsTTFdJGSbM3auMaXnEbimN4MWcEKrNZqYbB4v8YopUc50unJcrnTTNFmbDhBRHzEBMfM54gog7fASfNvsP7JREvzmgm1vGlIoahdJfmIIlIXmXCjWjGf88nf2lPLmfcZSmMzcFjqWIWipLyY2Mat4bGRa+3LlhX6X4GhiK82xiZGU5laxJTqfcZ1tcctvMgs8Ognvb3GYvWBN/v+iKhRPK5JdfwpziFDHh6T6HjpMhSMLIQqncU1oDX8GJrgr+3hOY+0gkQakuSqudhaX2h/XU1yyaAKKnjePOMD+SM75FKBhF9rCFyjRTjcSAKVVYqfVNgzfK9nabOc0M4Y83ifa0iKeV5GHn5saGI59oiQ2YoArgplWpIdDVe46URL0W1kmvwdAWYvCHW3VTPmqJAOXjHAWb4gO7ma8fvkvydUsxyhFLScHHRWgRpw/FHvDweFm54RVCouhEvf9SKI4stzO1i3xzciIIeMQ/xAq8B4NT4nM2SK62g7NDNQtowcSOEwuxzDt7O/vzfSe+ZM24ea56cssh8/f5XXc+xlwKaGyRN+VMNOdFJoG4LzhdKf3DT3OI2Aac/DWdJLI4xfZ98jvjvM5kLgU2pXIUvNJdBuaZebv4OucKTFfHiY3q3SM6zw8CeZmCvrsnco8PD79B6spgUP+n+8hhFoefnXJenv+Qyjgu/bz+wp+fc8eMt/V2IaHiGlNULLeQ95+8ZnR3h9dok7juhWlVIPUy1YvA6ceLnHkZJenatt/8f1r970pg41MeLy8I0kU+OaABlegwppchqGOGEypJbWamGoRovnjKHMs3XeiGdYh+QcexYp5/iZjfiwtcRl62QJh9itS1dwzscUdbS/Yw60uDPdC2le3wGolAR+1toj+Lj5JkuLvU8NxDDBj3OzxRhR46orpOBFHCMIENmSN/ZmCLXoN9vdNqmBE7TbqCGVych1wABH7Nx8t+/d8qe5plvHmuO2GWr4nkaHYrZciJe1DgQlYkMYZGVauhNjyCpXQ61bg5FL5MtLCriFe9BlpQO3gODGnucaZJ7yacV6eG7FJtw4jNxPUyFZ9Ojod7ssU0fc8xuW6WuT2sEfbfB61yyUrfcY2WPIN8o3J5tYYU6lD/vHEf7ZAUKgkvkGhmpcsFIUXEulFnjxRFbXwbKIFW20oqYEPEKkWuwe8Q1PrBXg+nfo0vxb2B4pZXIdCQxh4JbPDaPMRrb9ymfXGgSnzs4rSRsbK1UwwgnlfQM0xEv4ze8hDok39i4IkrFOx5DU0+lFFUJIePFVwsDadKAbfp2S+RWKJWL33eIzKBw3Vj5nX7XPYtsg+jMCTksndYpgeOkOUXHvJiQKqVTDT2GV0RrFjuuUDYNM8oCPiZvjVfvbvVOGrzv+Ky/2/FkpOymzhUgZeK1caH5Je9vfmdkFmEPPb2Pst83X+DPnGVUGnPsPhlMNSyuqxhD1Jf6TA1wJddQVK3hhUrvkD7dEgKAoHBMGV6FYzG61bNrcaPYsDm5pnTd8AZS+Gw5ae4skmtk5CVnk2t4h1AgfGAd4PMYBFk9mtyIl2lBH68mrzcS2aWgdoGyzj3yxnwzY/GaoEL49DuFNMGDdxzo0Bcf/rMx5gf/et25HlIR//Lj+5qPv2+Y+eQBw5P5NJX09/LNq1Q/qsj6I6ePF1NaUtGRSKZCO84yUg15lEsaY4g9MetapYhXvDEVuxmCMe1TWEEZdFJ82OW5pxmOlYybPbfpk6xHXFuUwKV/zwbTr3tDwojKvd0ymYBsxJQd8cpR4+VcN8c40jKk8N0hfbuJjqrQubLkRjmKJ78eJ7poChgKieEV0Hcw1YkronQt4PMc2LNrMqdSkbeMLAHxM099cmJ49eueyE16+ixmvqxIdmyUVYrWDS4agyg7YlprZB0nsvUF3pn7zpmDq+hM8t1iKMU+a1zhe+XvpDCOoX27i8RP/ohXvucUmtuhFPXUOoplNSxekBu8IecgJc8pjNl/LSzFCDrCgVijFZxe9nrCPtO7uP7AiQd7UR7HfxM5Fp6RY3hpjZeiWg0v3CzB4xwT8fI1Ga0vRkZ6NtQnXkCqSKSEasY14PhQjRcsON+6cmmL/QZO1iaWRYaQR8HinpoQ1Tn/TmxhMM+/x2jTdgN7JErJnc/OMBf9aYJ5dwnvz+Ze49l3Ftn/n7DXkORv/zfpPdte4I9jZ4qG14CeDebnH93HXHPGKDNy2z6pPnC++2xJxAufETccQix+IQ80v144QkKM3kAPMzyOe8bzbF4xqYZ03PCsQxu6Y9g0uk1duUKzNphqWPisXzFaBZsfHnPBYTuY8w7d3tx6zujkc1iPH/j1M+akXz1t7xdrDSHahcfA3+hl0EvK00fTSl22oZknPVjyzqKS7nzPY0yJ4+DvvPh7Q12drZVMHx+fWuq7hj024KSiUWz+XcreyM/D5U1SqF9GxEvy4OOeJLHr+g1Jk9RtIXbZupfcDH2Dm2roi3hxecHvO4tdMLYXoBTxQgcWsBraRvKR2Q/S88G5KxtecefFex9UfDf4DGNas9jjhHFt3btrbh3BF2Xeuk/hXDOXtNzwkvZ3H6kLv0YW0yAdTrjsojmzKXKqNyArI3BTDfNFvArfaU6n7vPsgMgGylKqYb+eBbkPh8FeFONoRdBhwNwM9Rprj1DDq4OSa6Bw6du9SzDihd/3eXe7FPuA4CZmNxHSET7VODIjvM49nHk8Z45CzJTdEFsVX+A8VzqWCU46Nxd4Tqqhz3sbkWpIlQJkBUKgsN5pq16JcBw/Y4lzDBb186bRr88tMM0dsfOg5O9zifIDx9BUQ45h/QvGXlSqYaCORPpdLD5ORbwat2iqYSjihXUNoTEBYlL0ghGvQBF1UOFjZAFUSduQini5mziOeVCxPgs2P3xfvbrVmys/tJc5ca8hSUQcDPcpC1aZ6YvXmJlL1iTvHuRPvx4NSfqhRCefahidcmZky4RQjUlMpAIVzhjZJBlpvgag4LgaXFQaC9dBZTTufbvXiDe8Cp/Rsbvjo0QL/Jp5arzQB4djC0cACmNoqKs1fYqpY3OXu4q0v+9Q4btH77a12XFQT2t0HV1MgU4ZXug4KmZpoJFTqPHKjq5IbTdaO+KFY4LHA86l4Pon7x3PC88d0+/2G9EvilyDg74blAU4P7Nqz3z1j+CkQxxUzKpI92iKX6v4+1bFcaUyOiIjvhR5DVQ3q6I52jiP0WVCTZH591MRr4DTMWZfgTG0LOLVFHRCYKYD7kU4Z+qI4546jyl8jkDps/YINbw6KLkGLhg0vNZtkiNeOxe9hjxdAxdVl/pixKu4ifGwctaCsd8tRk5AOFBiDTHiFemhS+dWk3NmeLu4tzdPLUdjnlRDdh4MveMxYc+fP9UQ6yS2LRaNw8ZGBR/Ub2GUgY4PiqvhWPgcBB4a3diSAJVjVLQwlVFSUGmhtjfVMEOoBzfH4mc8hSHtUY9PIYsl16Dj5Aa+GPHKiNhkMX6ForxZG2z62KbgdVEewDzw9W+h7IWoSMEcxPuiEW9sLQFKLQKcKzjvwDDDa8J8kMk1MiLQZfTxcr+f7cVFhTM8jsLv/Yue3NA1UMmAZ/X+PQvR5R236mn/0c8l8OviO8iTalgYU+n4zRnMqFKqITpvEmpxYZKiEYrKNe0Vxce3iShefYvyKRXx8tUUFf8Mcu3xy44yD331iNJc5qx5xbF0LToFtimmqdmIV2AtcQNpCamJksYWmnM+gh76TtF/CU7RYAoheY/4PGFd/eyMUebMA4ebzx6xo3de560jxmgkrkm+h2EWBF+TOH6ISP7iY/uYW84ebQ3k3FkxnoySrYrRM3DwUHhrmIRXg8autL8H9+LG8lINpQg51YWkbIlQFCvVlzJAxFFqARGWM2nZ654nyBZLM0hY71PUGXGvAGZDfO47FucFYOTQvpl9vELXba/YoobXmjVrzNNPP70lL9nhgamAPiWBRrz4MSDMdioaXnSRg0cKFwJ2vgcvJS4i6iVJC9X0GLcvLrTNJAUJN+yslBjAwKLiQZWHFMlCRsQLNznYxLgnM7WJRArhwvn8SiIXHlsVPd+hGq+E9EJIA6EY3r+H6VZUjCCfm0bxbjhz/+S90Wsg4QFEIGpqahKlmVLzg2GT1PcJVNhQs8OVEn+NFzeSsqOjWHiP85FHi/i746l1IWQZMOiJo2uBN0emyge+R254ZfUHou8ZNsisKJYz7gzjkj4C6booD3gDYPoK6TX6JY6bQkoU91iCXOBKARheScScGl7Qx6upHHKNsCMlO/rAlYn0sajYhcaB1+pfjODRdCpfeiTIzM8esYO54cz9zB8vODB57yFjki8npEOXUw29p3GJLdiB6cavpZ9Rge9TfG+4BvEcuEbBiEQZAvcDcpzOKT53qdGA3nCaslwYs8fwKt4MzD2QXfV1tUm0Fd7nlf9+w5x243OWchvHiQ4lTFOD+eZQ7vMoQYasSZPmxCmH0jrs3lBnehQdW+Dcke4bDW4n1bg4OWBefWDvbczVp49KjKXckRy6xxTnA0aWUO7xeZM4DrjDlMiGj44eZk4aOSSZG/icEmMgV8SryUkX5fBGvIRr7DI4resk4w85vgJ1xDwKFUoVpLV9PhbQELkGh6M3eeay9P5RF+LON+k8of2GymUp1bBrfZ2d5zi/8N7OPng7c/weg82PTtsrkTEhOnkOZTXMialTp5pjjjlmS16y80S8UptCMeJV9Cxa4V6czIfvPMh875Q9zF3nHZAoTnTB0XOhogCbHSqcVFikGIua04KaetmRdY+m9jjRKmFVbV30VNHFmWLPChhvJ0FKFBoijc3JGDDdJU+NV1YDZeoh4udFj1upxistrLbu3S31HCRmPVAmEsNpc1PyPP528SF20ysZ5KVroHGGLHP4fWrcwLtNFCSBFGBAUemkSok/4lW4XknZ5Jtqs1cBLvXxyvBC50g1zDoWU3fohiJFvNAY8XktUxEvYVPq063krc/y4OW7x6bgdanh5aOXRkMQRAs6SIB6Huc+yhz6bqlyCaQq+AxsdKN4TVB65VTD/DWXuHZLqYZxaV+FexHIDkgdFjIR+pRAGh0rRbBkp0Jdba01Ek7dZ6hN00WHSAwz5QHb97dpihcduWN0xIumQboRr/i1gd/D9cCb6X7luF3MUbtuZSMuiYOnsdmy5uF7wHkhzV2QTUA6Apg4e3muNEtq9KPhBc/y98+/a16dvdw8PnlBKc2zeCz0ncRsA5piyY1f7uDKMrzCVNvNwcgzRBN7FMdUcIq6n8P+iOOn7z1JNRScH3Dc2wtWmdNves48+uYCccxeAoMk4oWGl0z6sfe2/Tzp+dL7KY0fiJve96PHzGtzlovRKNyTfOm9uwzuLd9DBOsiPkfo6VYYT/o7semPPALE5Q79WHr2SBKS0LmHapYzHXLGH7310MmD3MR1Y2u8irIX13q56bSScxjmOGbNgKMHzzWwV4O5/dz3mXMO2d40kDlCEbp1ZTVUVC25Bi5aN+JV+Ay8EJ85Ykczctu+iXCkmwhdxKA08E2dCgseYsZxnL7/tuY7H9jd/PoT+yXnKKQabkopL6EoEWB4MaWO3iNX1ujX8LiDdhhgTtxrsLnshF0TQ8QqCGs2uEp+jtSmrLREN3Lofhe946Ear0FYkOz0HEsr//BewaOEhhdnoSxt2qVr4LNHb3MSrSBCE94tXptuotwLu8RJNTRBVkOMEMTUeKHHtZRq6L6LVGoE9UYGPND8epKizjcfEPBSmmff4v3gu0bvMBqyXBmQNiVcl9CDzee1lRwDPmUvidZFeNoxYkHh1nih4V1ruiUey5KBKKUaUiMP3hGN+FDDq1FiNWT036l6U2E9okMp6YcjPBefbJTe6R7blBS7Xbfu7RlHc8LkiPeEbTbgIylNCOUOAuXtK7OXmcOuecI8+Oq81FjwGV31oZFm/HeON3sM6RNo/Or+jUYGXGM6vDYk0oneRecAziMcF8jVP1xwoDlg+wHJ/YHiNHHWsiR9HYwd+h07/mT+1CbpRpwswTdMHF9dTXruUUN63vJ1yX2D0cvl6sJV66NTDXFOoZyMIR5AAy/LcQayG9POqFMU8bXjdxXrt0v3Jhugdz03w7w8a7n5/J8niM+T1htKxEQo32HPsU2Ii8eceeAIc8iOA21qo6goN/vHBTIOiJtgncP/JWMJdBF7Ho/TBXqxUbnlM9Sk8dz9mYPMHee+z4wqXkOSJ/zdwjuX3ntWxkFW9g6WduB65H03JTnsg5RqmGRSYMSreJ0RA3pYx/lPT9/bMdSRJRhLE2JqvKRjedYHoGuXUsQL1pa0f3QhUWvfvaXuWw0vFwMGDAj+O/LII1vzcoqAcoGLFj3rltVQ2LzQKKKLnCr9dJGgh46mBvGidhwHLPKLjtzJ7D2sr+PVQEFDDS/J20oBQoOnJWLKonSOJqIg3HrO+6y3LDFEmprMgiId+7ZFogifMYUbI92wsryekncSsWORDCOUaojGGf0uv9fE8CpuREjlTecDCjQwtn7/3AzbdDkhzSjW6+ExVDGAd0uJAXyphouJN7g5I+KFm3kMkUop4oWphnJ9FE7LpgijJNlAM6jnca3gHJQMJjHiVdx0ku+TtQTjExU0NLw2lYqOKWgdTAxzo5SWJI0flBek887a8OH9J+lQpEaUettxDtH3BPOM1oP16V4yIKnsAKMa5i4+HzRm0l7X9D3jsThPpPeJBn+qKavgyBi9Xf9EaTlil0Fy+4Pi76BM3HneAbaW5VMHjih9LqQZcSp5jBD9edwsW6/y5XsnpsbCUzp96eT2WLb2ULHj42nMarXAyFWo4c/JNdyIZyml+cV3l9qfwSDDsYvGaG1NQgwUWs9ZERVc17RuGOaKpOBhuvpCkgqZRSeffLeYnRETDcDUqc0Z8htkN5DUoBMRZc5Xj9vFvH7ViTYdK9mb6XsU9nBMCQf5N3HWcuc7fH5A2mrybgR5iOOHr1tCneIxl7x/F3PvRQcnkWFf9kKtYBhT+TdrydrknKAjQFQE3g1k4YTOC/Nsn2GFaBtg7+LP/tRUHE+B5OO4PQY7DmAOfhrYhyTdKk9WBf6M5CeQ8bITi5BjaxjUNfJcS6pXTEjQWB35Jw8cbiZdeaL54KihJWf75hK5hk/2SjVeuP/R7ArOjsgjXjCXaBYAn7vgNIVo6N8nzCnWPKev63Nstkek6ZlagA0bNpjPf/7zZu+99xY/nzlzprnqqqta85KdHiiAqVIJkzZV4wV00JK3TGA1pIogbqxUOKBCHepK72wMiXFXqvEa1LshSJcLwgG8bE+/vch89H3DzO3PzkiOhfOkisOdola/ggj3Nn/l+sSLxq9vv5/QHnc1a4o1CKAoQP1CKMLFhTq+EzAcQfBtW+wnE2qgvH2R5Ye+A94UGTdILH63yjszlvD/f3j+XTN2+hLz4sxlCZMhKiT4fao0WyWA1feJxfQOiYgJ1nglCnBEkXU61bCkrNFnD4Y79B+L2aggbWfeivWZkSOeaigp6HRN8RovMDBgXtK1KBXWdyEGjY9mFzY3fP6SgsQBygukUWXVloCnHbz/WKQOHnrYNOmrwGcDzzzxWEKOfrK26b24BAzI8liK+BQ2X7hnG/EmNREwh6jRj88/3aTcbySj51hSpuCZ2PfB5pkUgRjar7u5/+JDzdI1G7zKJVX+wVCDf75G7CXnhbuGJGeG31vvfkdKPeJKyG5DeptH3iyk20kMa7BuqOzE908fMWdvxAihtH/QdLgX3y1EvA7cob/tKeiNeNXVmIN2HOCMe+9t+5pX56zwerMlZxASP9GUQGr0U/mPjj6QGXw8WSQ44NQAYo4Ycg2QDbC26JqW5DfI3gFFB0hhjprk2eJzTxiHhfR1X0pf4T5XJQYpf56n7zfMvDxzuWk07vzAnwupaIW1Sts/4H5Oo3CgZ0AJgn9chQlM6+porSgwU9509mgrHx7zpEYmkfO6GnPOIduZ8TOW2n0U9jLQDXzZKZIhSKOzHFzRB0crjjuXMUROg9/bY5s+5ocfGml1HhgzfadoeAFR1tsLVot6DMwVuo+AcxbmseQsgVIAcLZi6QF1QnCnLK3xwiwY/jzFOQ77+ZK1Lvuvz/BKorpgeJX2lVRUdHOj+ewfX7I6FpBySGJg18G9LCuzRrwY9t13XzN8+HBz7rnniv9OO+00Uy248cYbzfbbb2+6detmDjroIPPCCy+Y9gjJG0qVEAwLw8KQDBLqBQLh9/KsZckiBplFBSl6U5war0BtA6K00Eushk7Ey7Ox/PC0kebJbxyTUJjj57OLTRQp6x6VF5LxR4VuIuyKhpAv4oVUp4Bdiznm3MOGzzopJBb6eH3xmJ3MF47euZQSUowS4nXofQxPontNQY8pKJ401bCRCTV8/mB0Af772nuJkpoQpjDWMgAoYZsDqYY4B2LSAlCo+7xpkgBFBjJUMtF4wPpCBM6fmAbKmGaUlWqIyjweJxFr0PuB68E7Rvpq/n06fopu9XUOsYnkoYfnXCL7CI/bF1WUPPiwGW5F6it3LhacS1HnBrZx4jqtI8ZEwnxHjBnofVYi1yiQIeAzo9EJmLc49+DeMT0tJjKapLsEIl5SFNBnUEP0ZN/h/cyxuw9O1oevxou+J7pGqGFEWQ0pqCPLB7wuKrVYnwpTHT6DZ42KIt42pIGBgveJA4aLaacop2iqGWC7QT28NbL4/NCBItX44f4B73Ly/EKrilHD+olzlxKubDewpzlwhwGJY+R92w8IsxoGom00XQtkpbSe0NHnphqyGq/iHCaXcOqeYlINk0gsOZbXiiUOEEzbXrNRNmoFIhb8UYr8WWp6Im8oi+Nd5x9g/v75Q83HyfyQiBzgmWJEHLIkEEn0lezr9B6lVEMcF1XKqSME5jfswTDPpDlr+5sVf4XrQrTm0UuONP/58uFJtNBnB4mpj6QekYPPux0G9Sq1SnAcdvL8xPcurSPQQyDzB/a2pMaz+Bk6gVEXcdZL8Ri+524/sBA1kwxndFyisS+t2ZKuUqrxwuyKdOaU7BTkz4UTJCXkGkWZDvOSZlIgMBsKDEkk5nl26mJRN0AGxFAaYqc0vE455RSzfLlbLEsB6Yaf/vSnTaXxl7/8xVx66aXmiiuuMC+//LLZZ599zIknnmgWLlxoOgK5BhXUuHnCAisZJCa1eb0xb4X5zB9fMufcPj5RhlBQIbCvk1Pjxenkkw0kfQ2aaoibWWG8guFFN3fWsBmZsKhhRBejaGASlj/YkJyIVyoSU/h9r6F9k2sfuWsx/cjj9eRMd/RYfEc0550+q5P3HmI+NnqY+fkZo1JkJ3DMinXpjRu8oqj0wjsoFZ/XeokxeN1JqT4nPtWQpl8ifKF/nEdJJMNjeGFdBKCUilH4DD19vKcYpv9Ifbz4rWOaUVbkiDMsSV68wnGl+6H1cfj9xqzC+i6FFJsk4kU2JGwQ+/49BydrIGvc8B7x+dBrc2ISABg3OxdrmAAH7VDotQNAZZ5GPPHdWNKVQDSbemTBsOEOGHw2y9ZscsaHxiFs0CVverbXla8TSQn2pbiuFQxqGpmSlEA7DkGhp4oodSD5nBfcEKNNzMcXnSRNPMpA1iGk4+z/o0fN+b9/sXhs4eCrTtvLUqwXlLt0mh8+U0oiAqffbXAfb0ogkgGBM0ZKZ6bRFkghg3cJcxEUQzGdjRmuvztntPn+B/c09110cCI/s1LH6POWoq3g7ZfGicaEQ66R6n1UOE9PLms8BnwoBZbOBXQ2UIMOnhM6hBZDpFpQkHHtuMo4yrj0GgQsJUYotHjA80LtLERo6XNxawBL7yYxUiXDi8xFyUiQZAN9P2B4SUaRRAZF1x8eC2UDkO5eugc5i0LUI4ghC3vejWOmJnWJPHAGKbsoEyT5i/KHE/JIa040pm1z+5Iugq1hJEci1rMBYN/Ypl83YW01O0RkOA+ktYBjt6mGScTLV+MVmOPU8BJkKqTT9hBYDeuEiBd1TkxbuCalU8B9Qw8/e98a8XLxne98xxozPkA07K677jKVxnXXXWc++9nPmvPPP9/sueee5pZbbjE9evQwd955p2lvkPOQm1PKhyVNaJRS8Ao/T19UaEwI3vupC1c7nyGwuJV6t1OsPoLR01BMCdlEFjqkNMQWD1NlBYT9rKLhhZ6f9DncZ0PvBQQuptqg4ZUmJin8PqRPV5vXDoXkuxcL3H15/pg6FkoLwV5oqNCjkAPhdO3H9rHeSJ7XD54geG827YtExmDjpjVevKZEMpq4Fx4FMH2fkKJAi+A5YHycnMHngMICX/TY+dJIRgzsYZWwez97cHIsPlc8hz/iZVL1htRIA4GN58yKHHEDEVOs+CabpLlBs+niu4RH2qv4fhsjok54PzAX6PO+4kN7mfMO3d58/uidRAPA52UvNUKn15aZpj44aht7PMiGM/bfNvkMx03Z55BIZPk66pUvnU+sE4RUQ1bsjc+MRidoqiGQeJQUI+51TU+wJFLfFKjxKvbbiol4Oef21M1KEb8CvXmo3xIzvISIFzi9vnD3y+YTvxtXICBhcoOuw39OnGsV2SenLLKNqmktCx2TL+KFbIIAIO3AtSw1iR1AmPVAMQopTmjQgJECn4sOwcTBUJu0tbjw8B2sI8DXj5I/T/r4ZGIXKr9oxCudashTN9d7ZA3uoVQZBKUZU3Lp8xAjXuhsJLWVsA5pT0QpSifNQzGyRNp+AJ0+Yt5ySK82qePxR8lZCWsQZStmhtDv032FPj+xjAH3XCIbNpE+mtQokuYL/Zmvo1KJRelvEHEddeX/zLf//lrynKRyAxjD7c9MN9f+b4o5544XbOkEfbfwPMHxhWNyo7ZFRxGbI9DehT9TaR7SkgdwEqA8h1Rn+hzpdameUyBEw4i8SY0La8SXFtl/afuB9HMghlfRuONGjRR5KpFruOuOA+Y4ZjHYjImA82QpMbzgPeK4D9t5oPnNmftZ5wxG8zqA3dX5WA03btxoJkyYYI4//vjkb7W1tfb3sWPHinVrK1eudP5VE7IKQGnPGazNcqNJhSmwpMj0B8CIElcSUPGn9TG8hiXkFYdxlZpz1pXGLm4AaQ80CrNZJOKVFGXTPl4BEpECpXXhb7jBbA4oWFAoDtTJPmWMFtzzZ8M3SdrPyLlXIohKCnThPO8uWZMYiXTzAWPATTV0ryWlNCVezeJncn0OrfGSvfOUspreJwcq/r7aHbopnLDXEHPITgNT/ccwYoSEIKkolpMGUrg/FPY4/5MIgKBcUtBUQVCsUEHH8aciY6QBZc8GSA1Mp6jhM6DKUaHBdWH8BUW7ZOjsP6K/ufJDe9m5KREUlPrrucpeXXFuOBTRQi0TjAM272e+dYx54rKjEg9p4fkY59kX+i1hiiDpjySkrdDIHk015HOf1nvQVEMwAHwpflJtU9KiIOnjlX6fWEPDlTkfiULacJHTqNOEGX7nF025pqk1FG/MK+0pkOqdRD8EZZf2yRo3fUnyvp30PyEakKSP1tWab5+8u/XQX3HqniQyRe8TjeZap2+fWDdT/D7uH/iepYiX7/nRc/pSx5J9hTxP7hABwHrE+6ZKN6bXOjVeHlZDLt+SyKkQ4QFgP0U3ZaspWYM432gLFZDdaIgBDb9cBlDjEJcUjF8TdExSWQ4RLzm6JLD1kSg37osLyLNKsjbI8x83bYk55TfPmIdfn5+MyzF0hFR2O67lBYOOLg1xDZH5m4ocCxGyf78yzzqO73txtm3Wzr9XkhlNZtLcFcl8gTR8fE63njPaPPPNYwoRr8C+QZ2gILvwmTkRr0SPSL8ruDeMdsG8gPRz+x0yJfH+ofwA5yToInImRHNiwMHH8ByAeRjnrOsIJzVe63mNV7bsxXlL35WUlg9zPIl4bSr1q6x36jSL+iepO4V04fkrNiTr/UP7DDX7jejvJZJrj+h0htfixYtNY2OjGTx4sPN3+H3+/EJBMMXVV19t+vbtm/yDqF01IZSvjXUTuNAw5cERRsVoFFVGZhYNm3TEK51mxtOZZM9XqcZrvaNoFccubGh0c7cNM4kyNHtpgRhg2IAeyXV++8RUc84d462XTiqu5s2f4XsJ5XEqElNUPKmXkCgotBAXo2M9A6QTWKuBij0awBJTF6W9B4BXGzBiYM/UppaQa0CqIUvjkZQbvHd8r+XUeElpfz45iOf1RrzE3jylzdHeG3qhu/BUw65eql/qsQbvHD63LHINNKiSNMLiZpI2vNCQbEo2HLhHaaOWlDl47qWap1LDav7O5MhFKTXPMbzQO0s3w6Lh5dC/F9cipKSB8UefPY47iXjVgoGY7sHlbJzFn92IlxvFwzHyiJdlNSw+H7gfqS5I+p2eF+cJ/h/XhC9FzMdUGdeUPl3j5Y6lOVnbeSJetO7t7fmrEvmCl6HXW0BqlCwZhaBYJylqTbLRc/FRO5lnvnmsZXtDOSt52mHs+AwLKWLp8aBsB+OBvmcuxwo/pxWv0phNahwTZi61jZFpREiKtlIUGAIl50RDSj77+nhxJ48U8aLnodEPHvHC+W7ZPYvyHwDZCujBp4Q89NHg+F+audR87Jax5gO/fiZ5hvR9w/4iNTK3hCDCfipHI0tzG8eF7L/0eiBL8dI3PjnNOg2u+PfrosM1yajghlfxvG5aZVp+Ub2AZ19I94CEQYBXiuyOUj0i7NnUgfHklIXJ3Ib3h+m4YsYBKy1AY0d2YIQjXlhDB707ZRbQ5mSu3HL2aPOFo3eyEWJ8FG6z5qYkkwgjZK/PK0WOXEd40fiD/p8ZddiS7C017C59hg5IWjZQyOwolafg+6x39qPCz2goI6YtWp2O5AsGZ3tFpzO88uLyyy83K1asSP7Nnj3bVBMS40XIDcYNDmmBsY+To8AL6WRIucuFHQ+vo/IEAuSXj0yxgk9uskojXmh4EUVLSNFJKTdkI8eIHLAF4nX+NG6meeadxeamJ6cmAkkSeCggwEuZpBIw+lIpN5sKLknZx/5Tf31ptvntE+/YlA++GaFiD0ZuoWYircjxlDHscwNsh06kgUS8QOnFIeGYuafdVQIYuQajk6eF1hJ4sa+Ucw3PkxsdXNER00oZ5S8a9lQZcijKm8NGCShN0hpBxYk+e2pgwTMoRbxKCpNLrlE6BsZH5xOC1jAhbCSpaNAAy5/0HOjvksEIdWJSVI96gJFxj94XjbwB6CVxQ6MpYegJpbUzdB5S47903RKrIW7yJcPLF/GiNV588y+c6/g9trY1cJD6y9MSNwljk9gJaWqoD74aL1/tI477h/950+x71SO2eS3ORZ+nnoJSnAOzGa9PoY4neiykhEvvBJetRGzBDT8pxa9kYNYmqYkg4+X1WvgZ07cTw0t4hjSSypE4R8g4rvj3G7Yx8m3PTCfXdiPHHCC/pCgPd56E+nhxx5LUM4pmlYiphsVzYwoVRA6pSC6kGpYML5kxsvCFsdOWJEQM7xTLAOh+5HsWEFlKUu6oAlsch5TWB/NDYoCUsmSgYTXAsv0K873UasKV+/NXrgvUeKUjXpzkqzCG9PHU6Hxn4aq0oY7RpsYmp9Zvwsxl5DmljUFpv6e6EBBjSOtImrOU5AuJXoDwJqQLgY52+C6DzDdP2t3uveKaJXs21glPeHepGEmlmS64D/rqsPG90vKCJM2/STC8yDoDgxGdFkD2ITfZrjUSMKvJSUcV5m17RaczvAYNGmTq6urMggUF+lIE/D5kyJDU8V27djV9+vRx/lU/uUZpwVLFMTG8qFdNENgolLiwkyNeTeZH/3nT3PDEVHPxnyYkKQeSV4OmGlpFS0h58CmhCSNRU7NtkskFHuL5aUuCaRtIs0oVPa+nijwbmi7gKhOF+8GCV9jMf/HI2+bKB99I1cSANwgvCSQDUnoGT7VDwwtYwOgjgY0blWhKaV1KI6zxNjTGZ9sgKM20xssX8cJaJoQkCMFAwD+j4ZWqmZHSYNgGJNVdgNEiEQgkhleDa5QkG6hQ40XnNDoo7LmaSvVbXGnD9QTXQ6O1Z4Ncs4gpeFjfl6RwFVMNIRffV1MXimbT57FVb5kVDKNx1HDkGx1dP/hVfI4whzB1CjZpVGyyNk5at4bHoqFMIwUQ7aLywGfw4O9AdvOvLx1u021oE9DCc2lKeUNLDaibUlFArlxT4HuAU8H7hfQ/26LDkz6IcgIMLhjqbU+XDIUUq6HgEHmPkBiAbMPbl+QXpikDpi9aXaL7FmSIFNFI1cqg91xU4mqShsyUTl2SV1hbhGxz+HcYLzjDYKw0ksqReLPJmIE6GgCpYBJZAnciJBF7oR0GTx+kzwSBc5Efi9EyKa0ZhkMNXB45wD0XaL5dh0VdElmCmidcF9I7B/INxJvFtFR6HE3ZorCphgGDTiTXsDVeDSlWQ2lc7rXWB2vPpGN9Ubhbn5pmvvvApCTbQUxNJbICa9GoMQwEDXY8QsQLpjGt84RoLc5f10AVDK/iNajzEVIBpXUk9k1FVkNi/Lk9w4zXgc7HJe19cOzBOxYIk8ZNXypG3fC9UFmCe4Sv3p3WJyYtX2gfr6JeRbNGYI6j4QVzXNrnungML3SuY7aQc98a8Wp/aGhoMKNHjzaPP/548rempib7+yGHHGLaG0LCAYUxKo7YQ0cSRhToveQLnpMqoPL01JRCbwrIm4Y+OKGiVoxgwLmoojV14SrzzoJVXqUfDR9Iy8HwOCgF/DjY4JFpzgmvFxc7ftcqeo4xRVJQBAWLnkvKrcYmzwjq9cZNBZ7J9oMKaQBTFqyS6alZqt3MpcVUwwE9HCEEzxSjDdTTVyLXSL8rTINC5aurcAytwfHVeHEDXCqIp17OUsTLE0EQBHGI1RCUG8nrh1S/qVRD8di0kYZ1V/ZYG83ypBpSw4ukykkpjZhKR8cPRgMQigBmLAaCBM8GG4hGYLpH4dr1yXebMryQ6YhXjUCuUdqsqbMAvfdSJJnCshqyqCkqpBQb2fOT6ja4IcDnFNIh4zHNGbIxaSIuRO/59wDf/9fr5vSbnjd3PDujVPuUiky6z2DqotVeY1p0dJEo1rwVpXQpSX5xhRHnseipl6it2dilVENUtuC+hvTpnijhiRIvpC3hXEOZhPf5myemmp8/PMVc/o9JwdpRHBekGD346jwnCg+yJNRAmcIStqD8rw23wUj18WKp0TjPkBxKIiCB+U1JbPD+ca4gsQaVQ3bsto8XGGMFQ2AR7rmCEwrlkBMJYLcurUOIkEkZKEnkQGqaDqyGWONVNLx8NY0UmBIvpY2nxpUYXvScxf15/WZz9UOTzd3jZ9kUQH5OPgZoGH3w1Y9bsgzq1JlRHI/PYOTMpkj4QY8PEZch4ydg562Aer5w7LuL15hP3/mCefj190qpdbQ2uziXYO5hRNGmGgppdL7MEzlKXZI3UCttn83sZaKzDNcN7vVwOswoSdW1ChEvJPDA50LZaTGTA4DNsXHvkFKNu9RlGefCfqgRr2ysXr266sgpgEr+tttuM3/4wx/MW2+9ZZs+r1mzxrIctjdQ4fDleyeaj978fOJ9QOGEiuKK4ibgFFpKikBxE+DRJJouhQDFmBbWQ6oMHZfTnZxGvOpLEac5y9aZD97wrDnlhmeT3F5fHcXsZesSb3Yh7O6OB9ZkaRMg30cFoaio0RozFHJgtMFzlLzV9H4kIxeoeo/ZbSvbC8heZ8NmsknWOI1CAS/MWCKH3pk3EmiaOZEIZzWUaHelTQ8FLSfXoEAPrT2XZ+OkdTT8eSBQGYHh8Fo6ENSUAl/aHEushhhR8kSxhHdBlWpQIqToGG7S9FgwUChDXSlVzzUaMHoDp0OGSsvKJ4ypVOdGIl71NbZ4G5WjpUWK9ZgCctz4ab0IvEYpzRHH79SXsXdOrwkecvDCUnIFeDdoNKHhJZFrUECkjdcJSoYXeLQpuYZUmySRwgCSVM3ifMVj9hraJ9UwVEpHkhRxBF33f5swx/7/pieneY0XvtYgHSm5f/ZZl4BDBIDRfN+68OkcWUQFXiVO8LRTBWlI366JIlSqnSXXYrVFOL9wDG+9V9jvofFtKZNASDUszimoW4N97G8TSin9sJ8l6eMRShvOCWoQy6mGPOKVljWwz0i07ig/4H5pDRNPmcN+SmBkcTp5mEdIAFMyRuiek85oQMM8TdqSfhaw1+J+K6XNQ99OIMcASnWquKNTB+tuUtE14VqzinXXPB1egmQM4M+4ZwISdmUhSszH9OP/vuUYXlLWDh0POixoP1E+fknRx+8h/Ttgl8G9kvH8740FtknyxX9+OXEyS9FGmEs04iU57Xj7Bf6spDULsgictGAcwV7xepFERCr9QH0AGJkTvcNTX1uoBzVmn+H9Uv0WqQHn1DEWnQspVtSatCHqg8PGKTyj9oo2MbxmzJhhe3r17NnTElL079/f/uvXr5/9f6XxiU98wvziF78wP/jBD2zT51deecU8/PDDKcKN9gCcmGAAgafwpZnLzHNTlzgLLBjxEoQaepG5USMZXlDXRXPlwYPPr5FV4/Xc1MV2gwDB+cRbCz3CHo20tU6jXckblrAmCZG9pMaLXB9w13MzzLG/fMp875+vi0X0WYYXhNXvOv9A888vHpYo1VjPQu8F0qQAYyYvChp4cF5If8DND+hqXeFZk9R4UXCqeApMLUiOEZRmSn4gbXjS96QGt+uFSAYcB9HUQ69+whzziyedwnN+TTwnRry6k4gRKN1S2gHm39OIHKTN0LQUBG7SdE737kpo2SHi5SHXoIYYbjpQMygp+r4aL9ig0GuKyil/3hLTWykNsDYx4gtNf2u8vVXoeEM1Xif96hnz/uufIiQstU4kENdOZqrhxlLrCl7jRcHJNbKYQ+k8wZQWoLmnx0Cj8h236mmu+8S+Yuoi3hs1uLkIkWQKVRx8qT8IiLgnhg6PeAnndhvSl8bqRAQyGi9TeYvjgTTlc+98wVLQ+5Q4/HXW0jXmm3971VLb07EPKcpZlKn8Wvh+MRKH80sab+IQFMk13L89/MZ8Z56gcerIQE8qW+JgIucEJZDfe5rVMB1dh3kW6qcH90unKxpE+B5RxsEa4vKbpm1h9ENKu6ZzAg1z/gh90aXSuNLz46YiOQaUClDFnRsjvJ5Men+YJZNFfkLh7s/pc05HXUL4TFpHUksJXz9QBG8oLqYaCu99h4E9bdNykMHAfCwlh0yevyodxSSORZynhf2s8DkY8bBe4T376zIL/5+9bK25+qG3HB0MjoXMGMzAwf1TWjd4fcj68KV5Y/R7p616mae+cYz504UHJveDDd1Rr4A9jb5HqENGIx5YC6XSgi4BRyAfd2kdmnYPv9uvBTj77LNtTjz0xQJjhqZIVQu+9KUv2X/tHZKSgJ4iXASoOEqeJkng+c4t1XhRGlAKKapmi+6Lq4amGmKUC/DGeyuCXh4sLscFLd2/1F8F04NKES9Q9EqLHihoAfe+MMuMKhanOjVeHnINyZMMKZD4Dvh3wfCCX998b2VyD1JfNUqbD94rEI70Tm3ES1A8QnTyJYWk1mt4uUqEPDe4wSeRa0ikCbC5P/T6/CSt45E3F6SuU+pNVqDIx3dJvdBUiZGMYJpnDoxTWCcnpRrSOQ1RKXg2mxoLPUd8ES9qRGEUiG5e9DpogFIyDHz+4CmFiBcaXv4CcpoGW1KQbjprfxsthtQSSG31EUnQ2jU+L0A2w6PEIUO04LWil5ST8yCkHn0UcC400vBeqScUsXFzY5JSBs8PlQe4B0gpvvnJaebUfYY6ETgEGoNQK2nrr4r3vd+IfuaJy462P0+asyI1P1GBp8a077lz4Lvkzir+TAuU9WlZa7+bEfGikOQXAuQnTeeVFGuoNYOU5rHTl5iT9hoip3Bj9KPo8AKigdJYa8zWxYgMZYyTIvQ4fxLDS3iGmLoWE8HYVOzJh0DWRDfNVX5PKOc48x/Un9GIPiqVoXpMmLciu11RoU2xVtb6Il5dnGgmPgNKMR+zN5faFHDHZLyRw7/78qzlyXqAzyCjAA7B202vD/+1HPITj2EsjYNn14RSHe13heN5axt7Xo/zFAF76xv0eJFcg2YcILlRrbnnswclc0saD/ZGlQwNmEuYQtqzoT4pj3hhxlL7DzJo0DGXcpYUf4faR+zXxtOgB5N+fYX7Mt5UQ5C9PiZXvHeY51DLxuUVXBfPA841quuDfoK1zOBAxjHUBgwvWA+UcZI+VuqUPu+uF2y66B8vPFDUSzul4fXqq6/aXlm77bZbW5xeQSAteBTwpYhXl4BR5BeOXBhKE5xuZO640soGejzxXFJ6ASiSoY0FFzmmCkkCO7SJoXcZFBd6CcpyhMYd3UTgmaGCCkrIv1+dZz6877aJAk83YNo7jY8RaND33KaP9TS+XFRypIgXGHSQ+gXYpthckQs1bnjBd/EYadPG6Bl+5it+zlJA+ZzheeEAH2kCRiwBb6CCT65Di9NpbzmnFqs7iXiRSyc1Xl3qzJWn7mneem+VOWKXrexGVjg2rTjRZwiKmX02mwrCHTdGanjAvcO1UfFNDC9yn1LEC/u0UGNl18G9LRMnGl78nUlpYNSzCRshboaxNV6SsgrzkxqLM4oKAypYSJiAcIlz6qKUX2oMJ8+GpCmDMd/c3Jg8v188MsX8edws88DEuTa9hT+fHYu1ktMXr07qNu390bpMQWHG9U9lIpchPocDpoP5nEIUGMHg71R6/jTiRSFF7BFQ7E6NIUnBBKML5zqO3ZdqiJi2aI1Na8axIjMkziV+v/z+cD5IBqZEwJCck70Dej3nOOqk8cw96Vhco8thcXvJNdJpqJBWLJEZlOS+7LEv1XhtSvYEpyFwUe7wdSFFvCTwOctlOaQX+96ZtGdSByIcC99PUg3Z4UFnrRDVi7mH+tAaEgy9kMPVNx7YG2FMNIII9VW+McmEF6XnRPdjKbggOYBLUUxoRVJixOVGIzhAMDvGV/uLgEwnlIe47rAOK+QsK6Ua1vsjXgJRDZWxMKep4cUZb8FBhnpTYsjXhAyvro7hJaUawrOCBvIA0KEO3XmQaW9oE8PrgAMOsLTrani1PSShhIYXLnKeKpVFrpEcJ3hZQ2QMvu/i4qIKBk39oF3LJZYuei/Y86ZXhOEl5TWjtwYUYaRpBmFDBR9EIeg1k3uqqTGbm5vNVQ++aQUjkIlIES9aYGrHwR4bpA2C4YWKvUuRXCrOLjFidUmdB46DdwfPSWKClAxqntoY8pLCIVwp41EphGB3sX5tpbo1ZI8C4P3T64ChhkbNgmITRZ7+4yXMQC90fa0577Adkr9Lmwq+bxqJAuUf5uWq4ucSqyEaajCe9Zs2Jp54amBKDZTp2sHnPrxYJ4DOBn9j3iabAgaboI/gQarxkujwJWMb5nUjoaWAFJbCOGtElrcY5arUxypArgF9ZIoyoRDxQobCZvN8MV0alC+ovSzcc2ns0FB8aN9uZt6K9bZWJRkPicBJ76NkeJXuiT9368Em6wohNWWVvk+zC3y1qjEIGThQO+FEoTKUWCQbSBn3gvzEZwRjBacDpGVSAp9QqhDOLz4/nYiXaPyXEQXMUR8C4I4qmmpYaH+Rjq4XIl4mnXJGarwoSj0rm5z9KmV44dpqKG9vThv0tan5QQ0v+igkw4nXI1HDKzYiXDjWBOtJ6TPIikaVavVq4gyvjIhXYeyFjAbE1jzVsDZ9DXDKXvKXV8yJew12Ur2zxhPSQwqp7KUaXMowiMBMIB4hlq6F+1kpS4HpIELtHT5fG/EishJIzi78w0vm6N22Egkx6PU3pwwv4+ynGEGlOl6to8fUiP05pXFLQQZor6CGVxG33367ufjii83cuXPNyJEjTZcu7iQYNWpUW1y2U0Lax9FwwEWeWoQZ6QwhjyGHJDAK361NbXi4QOH3gnKTNsh818bfsU4N00HocaH0Gxw75txj9A6OkWqUfJ5tOBbTcf7x8txEcFBBzJVMLjB4XrkU8QIBiGPFCJpEagDPUlLyQkYVbuhSqmJpTP7PUgqMYHk5qYYkfZLWkJWu5T4f6B01f9P6RFGDZ0INBlt3UfwObF6f+cOLZlj/HillHyF6rFHRYNMfzg3GFGxKaBj26po2XEAZBcJJZPG0qYZC+iNGdGi0GMc3KKHlTXsV6TqFiDAY+6D4nbH/sMKxGSlOAKkBtGSQ8/2sFK2pTd0/HVeedCJurPPaEHCErKtrTOYOGn8YhSmMx/UwQxrirU9Pt+sQUZ8Z8SrVI/Dj+Lh9RdypZx+Qoem0xLCx4FXY2HmgLxSFlJJDgRH9mGgdKkkYQYdeXpg2xceVossv3p90XhqtzVKQ/ftKnIyTxsadDrQmiDreqJMHor11AvEAjXxQ4FrD+lB8lmAIOYZX8Zyc5MWl6o9T5u29sXFA77FZS+XzSgosDg3ncg8yLk7kEXTYBd4PZCpgmnlhHJFrKKImEEDZJUvHCefaVDoHf/5OrWTxZ2iHAM4xiL4jeQ9fx4FXJTpQYM9Ew5j25qJAxwq/fym6xtN4ubOdjg/fLToNYS+jkdq/vDjb7jl/HDszKbug9wvzEqNY8MzRmQrRYSfiVZT5MPep4VUXiHil0toFNk4K7IXW3tAmhteiRYvMtGnTHJZAmCzgVYL/NxKPg6JlkAQQF6KhiJePQEFkNRQomP0Rr9LPWMhOPSx2fAFpVR+baljrhqkxepAyvNgYUBGG68hVatlF9K4yUfqMG7r8e1hQjZBqvOC8SM5Bac75RgvKRN7aPbxGKM005MHjCoykoFLShNI9laJ4oWtBRAucB9jfqEBcYUQvNBQwYxHzwTsOKN6X7NUHBXzy/JWW/hc90h/eb1szZsoic+AOA4iRu8asWLcxqfGiNR/U8ALQVEN8DtQQxV40bsSrMJ5UEbvHs0wZ4TDFwmdcyk0tMyJe7LpJ5DDxftcFUg3Dym/SukAggqEGQfcGmMe1SQ8X3tzWXpdd69jdt7aGF7Cy8evRcTZlRbyEe4Dvpl0E+FlttJMiKzIRQihKgVHw0rH0vuMdKqGMARwrUEJTw8uVM7WiUybo+IlINaTpo85xkYYJP1aag0g4wpV2ut5hntC2DnAczCFKrnHBYTuYO5+bYc45eDvS5qBQe4jyDgxlKhdQ5tNr8ecQksGpVHwW/ePpwW4j2sA7FwzCclMNuayBnoDU8MqKZiTXi4x4SboIPy+VV/AzdyZLfaOoToEsw1kpu74xlPp4AXtyKeIl3Q8GWPkak54V7z2aMrzI+SEVH4Cp/AVio1JWCu6ngNeKdbJUbtQW24xARBR6g64o9gcFhzN1YKAsQGbD5Ps1fsMrVRZTE5ZVtETEdHbD64ILLjD77befuffee6uWXKOjICScfTVeLvNQvHCXarxojxEKukhQuCWMgsUNMDY8TwVK0qiz6JWkQihleJHPcOwoGFARDm9u8ekEVIAAtbhzL+x7/H3QjQXZ+4B0AAuzwXsJkGoEaPQpOuIVINdIjgnMC67A0BScXz4yxbJRHVEM/8Nzx+OtdyxicwTDFIQ/1oNBOiCdD9yzRovEpXvH5wK9YeAfKEhoXAAz1d2fOcgSXdBnDUYvRoyoEkJTDQFLil5DmONozFFiAMrumIp4scJ6Xy4/1oDRCJHvHnEDhhQRnOtujZcQbfDIZzyWK3FuvUBG1CEjuorRNXg+uEbnkBQ6ZzxsHe1QrGsopeyWahzx95iIl3T/eZTePA6k0LoCZQYNDvgavRd+HqQhl+4hNPZ0qqH30FL0I5AOx/ePEqthnKz0jdnXI5XX7IDyLNX25E01xEwJeM40/RhkddJbsanZnHnbOPPq7OXmM0fsWLyXGvOV43Y2+wzva07ca0hikBV6VpZqQEGuCL6EdMQlUoZzmcmPTaUHRxqseK803TIfuYb/OjwTJCvVMHS9kBPUd410O4KalOFFD5eugesz5fgKlTwIjlUAiiWYA0HdIhWl9h6anD9twBDDqzg3cI2BvlIirigwD/vOS41oMLxgP8c93WaLrCoZ1rjvYy+vZCy1fscdd/JlGecYtWtvaBPDa+bMmebf//632Xnnndvi9IrIBd8lgpUsWOPFzh1KTQNBTY0wKdqEQKMnqLB4UqmWpyJeNd5IkpuGyMfgLwLn15TOFxJMEKEJPcdUBJKcFzdMUCYWFMPo/YqCiyoKNOJVOo/rzcu6r6DhlSPiheMCQ/GGJ6aySE9JoQblRkw1ZO8aC57Ruwjzjj4j2MBpzUmaaSzsjfzTuJnOvRxGcsQxughsnVgjRanHecQracjdUGdqN9ckqXLPvrPYevpo+4TkfpN0EL8BDqCbIYeP6QpZqOhaDDVQtt/1vGp8LzzV0PFqR6Z7+Y5DjyUouygnKPubOx73HLDeqeLt73eTr8YrO1U33pjKo7SC4oLzKfU9nraVinjFjYdfP6zwuXM9RnHC+ZXHcOXnDIF/F64Xa3ilUw2bxdRojAgk0YjifAf5Ag17AX99aXZyTpAZp+27beF3S7pQbIq8akNyXoh48cbgWYZXrogXew+pFEYa8arJG/GKdzTQcXHDGH6mv2e1tZHOGfobAoxczBZJUeHTPbK+LuUkjX3+MbWSpfPQ76XvE+ZbnncdWiv1EamG1KhGRzjNyMC0Rem8dA+ebdbZlGBa47WgSKBDUw15xk4dNUTr0/MYjGFcN/RepfvGGsr2hjYxvI499ljLbKiGV9sjxlOUinhFMg9xWRgyUgb0ajBrik0Usw2vutzRJt6EFw0Uei8DOJugY3jx8+VXEMLpELXe++VCOaRwU08lpFzRKAz13KPCQ6NPUr8QcaxCXVrW849poEyNqjfnrUieM30elLGodC13rNi0FWng4d3T5wLPDw07CVzBypM2uX2R0Q1Sq5KIF/H44zPjUQDYLPAyT0xeaFkv4W8jty3UBFAvOiqyaaWLRbEi6vSS30l0B7zsWCxvPfhkjogRr9qMiBdPh3I2zjjDC64hRSfQgIZnhd5nX/qIVOsABghGzVJRQExxbWpK0twlVsO8il2eVEM+ppC8pcpSqIYHfuZrMFaxzqMw4rF0/WZlQSCrYSiFXXoGIdkqjSl0ruRYNgapNhUIDKAVw6hiTzyQV3RdwjuRbgVTCHn0H+Z5r4ZC5BLlN6wBiGZK9iFXgmPTxVNGJZkfcD0eyclrUFB5m9YD8hiENQZ9QLAW4B2gDHAiXhGp8c4YgoZXg9hDk58LxpKOeMU9p1TPRWogECp+fk5+L7AXwHfDDvT46FqyZgP3Rev30ECi6xifnXPNunQdNgBSR6nhRZ0ZpewQfzptl5TMLugLieFFLiu9Dx/7aac0vE499VRzySWXmEmTJpm99947Ra7xoQ99qC0u2ykBygRf6Omwc5npDAGhxQGpL7OJ4UXTZLgQQCU0RIHLL9WTKbq4OdIxci9wXWAMmO6YJ00oNuKVEnrsEYfeB/yMLGKzi2mTaFBKNQJUmYh9r6i0hyJe4XQG90MoxH1g4hyz3cBC6hcA2OaSFLJM5dz9HPuXYJsBuEdaDwVUuZiGKYF74YPRO3bsLoN72/+/vXBVKeIl1Hjx2gy4T7wKzmHYPF58t1B/RJ/BiKJxB55O9I5L60sis0Gk+gcV7wOIJuDfx0YPE9NYxN5vno0cnxs1Gu3xntQZ+Ry1UdGJQqpheJ5IyjxEFX3U7dAQGwDP94f/edMcttOgqD5eeeVCrohXYGGFDC9KTgLPka9denho7HlIAfC+ehLZmza8ZMMyT9StcF7/OPKk2AWNEyFS/51/TLI1lLsUm97biBdRFGFPChnWkgzdqk9Xs2rRZvN60flUoNSuEfsdphua0yhQyCnq35vhvvOm0PFrUjnB52KYDZcdC+chqcAwj9Gv4owpGDFKfxZyGEAanO+8dP3Bs0/XeIWvWzqPfx3BXoUyiY+VyzB04AWjWDmcJfhuUg4BanilnCW1BZbkANEYHze0nHh2qjFvL1iVEOGA4UXlO+6tXEbUkl9TrKgs/dPRjYT7xr6s7Q1tYngBoyHghz/8YeozJddofcDkbBLSkRJWQ55bHRvx4kI0sAENCBk9qdC2LBwoBS73/vPoACq+1MBL3Sc5Rcrwioq6MaHtObbA8lPj9QLz84QML9zswfDC1DkM1dNUQ2njpu8yKtUwR5opBZ8zUMtwyV9eNR/Zr5BuQ1FgNXSFeiEKU1uik2fX2pr1DoJjd966l41GQV8hEPDcGHDGx9IXfO8Y/swVYVTAgO4fDSIa3cI1wAlUgBwi5LSHNfDZI3awSt5JI4ckm23PBuJsyFBqnXv0sKkh7p8wJ5lL9LSSouirwfXVZ+XppUSVBjiPp9+6k5JKFRhabyAp89TZwhVkeH7Yt+eu5961/xBZhler1XjxCE3g2FAUzol42R5+pWcFr0+qbZPHHh8NxudJDZFU+jlX4gINlJPzenrJxSArxc65DjuW7zew7mA9Ii013ivda0DWhGSh5MiAnkoQMUenC9a4SOyvfEyuEy5ePtN1bSNeDfnnB62RpOcLpRpaZwohVPCRYuFn9H6jo3DCcwgZwzRaF1qrIBtSRkEk4QffA+l1uOFFPwOZT/dCXFt57j+caojOMn5fpZ+pI5EeC/LXF0Hia3bf4f1svfTYaUuS91+IeJXmAs4l2sMyK1W9vg6ib/Lck165j4SnUxpeTVJjH0WbARZtiAUslHaQJ7c6lFbE6Y3pV31GD11gcC1XGXLPzyMMSaohOS5E456q8YpiVmSpKh5ln2/+KcOLs0Oyz/kY4DlQwd2/Z+G+qFBLxuSLeNXn82ryTTSU+uFTCIBulwMVACrUsQ8XGl5cqGPEi54Dvj/m60fbyC4I9DxGCTfaQ0YINCSmTTbhUdF0ICQSAYKPLOIZPobvnrJn6u80ysvnQeic/JkBVbMEeNZUNvC0D4BPd/UxEjqOm4xeStzw8gEM1+4b3euAoU0NL8lJRJuV889hnoCBTJnUEJRpK2/EK01sElL+a8uMeBmv7IH7DCrGobQtduKaFqYaSjKk8N34ZyKdt9woVujY0PxDgJOFvoeh/bp7WyEUzpleTztv3ds89tZC81SRgRR7RUnsr6G06DSpQqnFQYgqv6C8+o1ln0FBr00VYv5q6LsFueNEdwIOAxvx8szb3IZ64FX2JI4yfqv0OcHPXMY6hleOqC1dR7ZNyHvyOe34utYn6XmoC8Rm09hjA0sF3w03duh76cmyh3AOw57qc4zxMRy929b22UIvU6p/Sc7hUOlFF6GWn74TJwIpRbw2bLaR5Nga0WpBZIBfUc3wCVIU3Kn0ktg88hxFtVQB4tdIG14lDws9RiIg8Ee80jVeqVRDp8ZLjroFvcN1cRs3f4bp0HpYoeaGDK8Bw2crpQFAgXAyDnKemLoTvuk7TFbBerZ4IYfPmd4zCGhqAPCNCaJaFDh/sLEt/VtUNMhneAnKIXyXpkyCYUQ3VXwH3MiXIjYUPdlmJzkUuLIavEf2fqWWAzhOSpXNa9NC0QacQ1zxjGXPpOfIUpJh8+fPD5ok+86FcGnh0/fhS52hqauSEZ+r9jNXqmEo4uX31LvspW6NFx9qKFKSoqaOqGNx16p7DH9nOK68fZnKjXjlaYmRxcCJ9wpr5MZP7W9++bF9CoZXfa03JVM65/u262//j2lXWxXnGmV/9Y3fiQJxJjkic/iewmt96Xvhx/reOTX0YiNeoVY1qfYOzGEQutes8fr2N0zV932Xt8IIpQwGI14BAi3OVitltHAHcLhuK8earcuOeHEnNq7ZoKOvNk1sBFEv3vxYjOqmSi9qnHuhtw77Cd1TstorwJJaK/Rv6zQRr9/85jfmoosuMt26dbM/h/CVr3yltS6rCAnS4gSGhQuHoA4SCvVSbz/3hoaULE5f63izGJuRFPEqKK6yUJbOj7/TRRyiq/URfDj9KVitXCyrI3+GqfSRmizDK6wUcmIR35jia7zQIE8bt76iZHe88YYXCl36bsFIoKyE3JCDjYu+C8lYCG0S/H1wQzY5ztNbaqetepqpxdQj/l3Mj0+lGmZEvKRIU+Hvfna9UFQv1deJRZypM2LXIb2T95anXgKjWaFUQ9pMkwP+7taX+Z8RrM/um9zPh/RlhpegnDlpoMKch1oE7EVDnyt9H9w7nCUXUjVeObzVoXRtOtdSNV4spZgqsDVlss7Z3yMiXjxqEVqHyZ6T45mE5A2N8kjXpxFXeEa0j1Ce94TAeXHKqG2c59uzSJjBIe0J79u+YHhxtl3agDn5PlvjoR6bsL8lza0DqYbwjGgvw1TEy5cyz9JZ/RHVWmfd0vUfMnatw4AahFThDkaN4yNeljkxcuxwHJcZTguHHJFj+isa2ggulqgu0z2C5MvHYBt0lgVqB7FlTcjwiknzPn6PwQnLZ+E7DaYmqXQugdY38/usqamx7wAzbaxxTqOt5Hg4VtproM6L64fVjlYb7fXXX2/OOussa3jBzz7Aw1PDq3XhF6SuIo6bUojeFBTITY1Yc5K+DldCku811DmpamnPKDG8iooOVVYh1ciX/y0prhjxoouQG15UYHGCB6nGCzw2lFEt5XX2KNdZTFtZtTvcQ42pKVIkkcNNMaEey2zlSyI3ae2IF75jKtR5Wly610qBTANTWCQjiyrLlD5Y7GlDvLJ7De1j67dChvQOg6DOa4Hj0f3OB3Y3v3t6hrnqtL28ES/63kcM6JGQg4TSHX2Gs/2M3De0hIB1l6QlsnuEupJdB/cy85avN2ceONzc9syMZJzb9utu/vuVw71RMZ8Sg8qQxNzm2zgpQulQcD/QB4bOk55MIRhC1oHPsKLeW0l5+9rxu5gf/ect22sJ6hAL44J6PPddcdB3AWuQpity73yedO2QMucyyQUU2JRyabxKFq/BSadjmoi2EwFWQ7aGSoZXzlRDz0BgntC1HSJ6gDW2YTN5T6lIT3bEiyultC6GUv2jMSjJEFhnuw3ubaYsWOXUrMZEvOgQ+fhpW5hQSl8qaiDIVwl0vdI1nyLyYFGjBqJbpEk/qOFV48yX2H6AcoNzjxO0Prw26Py3zynVUDzbWSaNid5nqGEw349wf6TH8P0sH7lG4bNQCiVn0sQ5TPWx4QO6szTv9PM+eMcBztyEOSMNLZT2CrBOeWwFU1vrOFP44fD9zWwd0YyOTmd4zZgxQ/xZUfmIFwCEUSIcA14d2LxQIZLOSw04ChCodAFxAQyeaTyvP9XQv1n4yDVo3VMq4lUT0UuM3D8UQVPDK12c7T5PX9+otBfN+TWlyPLrAGsfwqcsS2OKrd1LUg0DtVB5Uq1CwHdMNzFgnaLsR5IhN6Rvt1Jz3Yb0vXQjf4PIiGt4pSNoNA0IDS/fZg9GDAIjWxcduZP9l/ydzTWYv726ld7b3tv2NQtXrU8as/L0DsnjzecN3QhhHgBFPBpe1KON6+3fXzrcrs03561MDK+tij3R9hpaoMuW4GU1TGq8/F75wlhKa8Htq+WPlMHzo4YXzJMBPWtSc8AZjzBPnIihYNQcu/tg+w/ws4emmPkr15vtBxUMrds+/T7z53EzzbdP3t177zhWanhxZS0Y3WHHhiLRoVRfnkoWYp2j4xnUsyFhGC18Fpe2RIkW6Hri1/JFvEKkTWLU1fNY4Nk7SmhAsQcZs3RNeUZvcg6fc40MEIyqN98LO28O2KF/YnjtuFXPqIwFPmaezkZlDp9GPOJFDQP+uH3pma7jzv99fhw1vEKskwVWQ3mOYzReekbS+vKWVxQNQX80uNZ59rxGlR5PZQvsIbRZL59LVL8Awwr0C5T9oewd/B4n53DnvF/+8usk5CjcoKeGV1d/jRdieP8eTjRLegcjiy0YAOuL719aD3Qfk9Z5F5aOSu83zUqZZl5cX2yd0p6Q7QJStN+IF/NMSceHlG/Js+JTHGADDoX4qWAqpRoyw8vTk8qOy0kpKrEjUcOLp38Fa7yQ0p7cD03xy8qjpwQQvv5B0jjwd07/KzUQpj28fPD18Yph++KGRyg3niKrrocCjSZqFEMEIRTd5M9ASuOj7w2ekePxZfcFEZ/zDt3efHjfoeao3bYSz0GxQ1FRkmoYfHMNNi3YUNErvd+IfmZgz9J8ktIlAaHnwOvi6NqUDGs4Ho7bc5tC7zCJqESCt8YroQP2k/PweUTXeSgSzOsx4R3zv/FUQzHi5VwvPC8v/8Dudo1/5dhd7O/v33Ow+cMFByYRCd89ZrGQ+hR6eKwh2m8O2l8nVOOF/ZB8749G5CCKHxqr75k5ewRjzHPG5aGTD0WXpPfoj3j5ZbodG414sTUWyz5JL80ddAikzMb01eT6HsPrhD2HJJ9jjzApKhxywnULGF6hHmX1GfuLb8y+esxQup41dByjz/j7i9l9239enzzOY6jD+Z3xBGrO4LgUYyCdC0TuwR7inId9jx7bswEML78TxanxEjJvuB4SqtGnewydO9g3EcHrqOh4cQ3T/SWmvhbmLuxzgEN3Gmj//+EiszH9flbEq4szR9xobcwcQcOzU0a8Lr300uhjr7vuuta6rCLk/WGbta9GI4/y7VMcbKqhpyiSLz70elEhDJ87+d/s2lT5oYKLMraFFESuvOPvVNnhKQIhJQMUWkwlS3lhAx6qZKz1NKXTH/HqX2bEK5Rq6MsDjzW8ckW8iooFNbwg1XBBILpJmyj70n84PTKwDKJHkgtnOPbKDxVSBCeReh8fW9kONOLlYQuUUg0BP//oPubJKQvNJw4Ybu57cbY3vSMZQ0CpdSNeXdxeTQEFHiKKJ+01xLyzcJU5fs+tTRa8DZSLfw955e1xZCwwh5CxK9QHDxtwIiyBAfN6b8MjXlKNF1m/Iap2wGn7bmv/xSBEIBCqHcIefNJxhXvwGyR0/aWi5GSuFuogAseS9zWQFfqHovgQ8cfInpt2JqeHSfVxMREv6T36ZAplD+W06ACqZHOa7HSja/ka+w3vZ14uevd96WXY0JVnIfjqFo/YZZC5+az9reGLxi9GBXzj54om3Q/hz/RZh9j6CjVefuU1hiSqa4jVkDluQ4oyjShxh6OUTkufc3KOlqQa1gaygFh0DEDnF81S2LZ/d/Mq2TvShFrE8Opa761TStd4pQ0vrAksXYvLX+PoLHOXr5N7YpG+iXx9gUzDZ41jpfrPsP5u+rVvv/nGibuZO59913z9xF3t7yeP3MZs/GiTOWKXrUTZleXM7wJzl8yZlPMbnhfr3dWpUw0nTpzo/P7yyy+bzZs3m912283+/vbbb5u6ujozevTo1rqkIoMRKIalKFRLJRkMPsUBNiAqZLmwdorZpVRDSxnuV0KpUKCeGRrxCm1iPLyO16KpJVxJSdczlI4dTJTCVKohH4ew4dNGkvw6mJoiCeHUeVjxsm9MMeQaNCpT21qshsX3TqMZ8LMT6RGuNZhEvHwkE/BsIDUUUn/mLFtXMryCbQ9K4/ApWdh3JwROJ4/vAXp0YZ8uOud8tN3O+2PrmI6VU/VmRR1vOWe0aW5uDtKFI+jrpMXLSR+vAAFASvkNRKDo/KRNTtHoAjSR/H3+HiRliyoxMalksaDz06m9EqJY9D7h2JLhlR6vzzjkinUosgPrLxSRoO8Am68n1xeUs+RYj+HVpYXkGjyFTKrF8xn/WXWnVJHvmRHx8kXh9h3ePzG8fI6WTx443Px53Cyzz/B+ZgBZlz5ZA+vu5L1LBB2+iFeITp5GvLIiOV1DqYaRES9flDM131lkzMdUmK7xciNMqRRIch5goqU1ddF1qVnEMyxaF2I1pA6/lCHCnWRkzYGTrWtk2URieNUEIl7s+3S9U70olGHAZQRtWYNjpfJ2aL9ubu9Nj2w9dKdB9h8Cnv3H3jfcOSZkhEr1q8E5UpeuE5aM9WpHePfOgTFjxiT/Tj31VHPUUUeZOXPmWAMM/s2ePdscc8wx5pRTTmmtSyoyazSokJGNrUJxfE1UgXcoHQCU49ACk1jEQnTyXFjRPmF0jPTWkfxDOkeaQjVde8QFXprsoHR/1Bsv9aLIej++FEEA0JmjMIJeRiE0lFXjVSNuwKF+PS2NeNEIB3iMQ/V8vL7Hx0p4/cf3NWcdNMJ8+dhdnKhEyCihqRkepnG7JoCxCYYF55fAxyQZOB8sKl4Hbl8qQg6nGrrjpuxYfVKphtnvIMbo4vOAEp8k1MSsSXLIixxiaaSbN72O0+zVOd6l8ZZrvOrKSoHNAp2fvbr6U7z4uGjhfJ6IFxgj9PmEGhXDGOiaSTu5SANgFikNpTC6SpyrXPvGxZ0iJTprlxgmM+Llmav02Uv7Ea/xKicldJ/hfTNTuz97xI7mo6OHmZ98eKSThRBiHuX4ynGFFNdPH7Jd7ohXIbLkd5jyfcA5NpCuRfdSahCHDPsUQUVAwefkGvWR4+qdtY5CEa9Q5g2r0w4RV/QIpBpy2UqzEyAKH+qD5pBrFOcsvR3ubOXvmo6RGkuhnoF8DHT/wj1oANkbYQxUHwuxTmYhZJinarzs3I2L1mLkeUM7NLzahIPxl7/8pXnkkUdM//4lWlX4+cc//rE54YQTzGWXXdYWl+20oAuMFltyVsOQcNzU2JjatOWIl7x5geAJXYMKUlzQDqshpBoGNnjuuUVw+lKHvZFuYvV1jgcnIX0gBhlPNQx5FWntDN88uQIoKQy+7uz2urU15mdn7G2eeXuxOX30MPG+pTHV50w1TNV4ZeRilxNZ6C5EvCCymFXjRTc6nzJ0+C6D7D+Aa3j5x0eV/FCKws1n72+jadDHp1zj88yi0Qa1RD50jYzywvpw7jGiJ1Es6HwFpRILu3393kLRmFCNF70/Oh/o9c86aDvzp3Ezk15I9YxqmCOvMRoLqnSE+mvxcdGecdJ4fWsH5qwjPwMGEpwjpOxSA6RnQ72dO0kULtCbkEb8fXXAobrXwn1gNgOJbmYQZPDrUTjP3sOI5jO8+Cl91zhwhwGiocedYb/42D7257eLpBkhtlIJXzpmZ3PwDgPM/sW5zccfajgOzJKh+UFTT7nyGjK2YR0iYY/b+iEHuUaAAdExgmDe0mhGwLFpDYMiKYzc9y31p+R6obFT+WTp5FONkI3orKXp/xLo3AOjxWGF5LqQUONFjSZ+rXTmgBzxSreuqIkq3cDnBVEuuv9y0otyETLiAQ6ZBks1TK1Z8ivoBbOWdvIaL4qVK1eaRYsKXdsp4G+rVpWElqJ14AjS7g1m/qb1KaEXoq2mC5kKmywPI4Wt0QoU2boFpbVpY6xIR598P8AaRFM2pFB0ido2PfbNTY1uqiH1DmfQnFMvEVXI+TORyDQ4HG+S8Ew/st8w+69cbxLfeKVeOHzTj494xSv9+JypFw+iTlkRL5rakVXn5itYzsKGgMCG5+czumIBY/rskTsGj3GahgvEB/sM62trC47bfWvz8BvzW8UDyUGvSlMAfSQstZGphqlaR0+N12aSLnzRkTvadEMwwArnqDEbg+Qa1NCpbXPDS65PYgqj8Pes98aLykNOHziOZy1Q0HcAjiV4P2h48etTBZGuM9eJEzeuwn3UpM6bavMhvCefn4eneXLQZ0ZTwwr95fz7HLSVWLex0Ry561bWiQYKLPTI2n2bQs+7EGj2RR7DC57joTsPYuOvCTDWkbpo1nMqq4+Xa6Slx0ENL0jTDjlqQ8yAKXKNwLh4xKs2OuIlzRefAyPcx4s6e+E4vsfT45ERNtQnkRoqJxQdbNv06RaM8tB7w7XqOG9YhJjPEacunThLQsQ5/DnQlFoc6zG7b23T9ncb0ttGk5zaqxbIVpfYLf05dSJyVkP+mpuIHoMRr05d40XxkY98xJx//vk28nXggQfav40fP9584xvfMKeffnpbXLJTg3uwgDI5nKcflyokLRKfVxmU9pCwpp5E3FCo1xuiLaH0OweBj+wi3pBdXC3RnPsY7BA8BzpWKEm3EjKE88B5Zo6HigrNQgomEpH4CuBjDa+syALtQ4KphqOG9XNYwUJppYBt+nWznr81GzabPQhLX8xziDW8aH1gpRAi1wDced4BZubStWb/Ef3Ns1MXl5XilAWacemmGtZGORJ86V5pB48bmUdQeuDhA3qYn3xk79J37Ln9ZBVSJL01QBU0p45MckbRVMOMY0MRL/pZiDDDKrCBOghqgPRsqHc9yuz6VEGk8o3W2oUiLekeT7Wp8XJGzzzkGjQtS0oNdhg1GRkFB30foCj/7tPvS36/+zMH2cjPTltBD78w6HOi77scwD5JHWP0eXblNV4ZxBTRqYbMUSs9n1BKoMMMaIle6Ljc+3PTI6F+hxpe7rH0frOizD7wpshcD+Hpmxz08J226plkyVDCJQnwPuh8Chl/1AmJTgma0cNbyHA9hs65QSQ9MNXmwjFy3fHS9F/cO4FB9H+XHEmuK8/FvAgxWQLo/IF7DTkYqAzA56CGVxG33HKL+frXv24+9alPmU2bigxX9fXmwgsvNNdee21bXLJTg9NO5+9ETyJeGeQadFHAgsLoEmx6Ic+X1DSQeljBAxNKNcSGfeOmLzWHE69hiK6ZbwJU6cD7oIpi1iZKvZvbEKrrrFIaSdg4kY4WGV5UIXONLfos4d4xnRTfN2xKtO8STTX0FbvT7/sAzwYNL0zlhI3rlrP3t+88HR2V59njlx1lC2ezvI14fOwmAQb/8rWbnD4klYL7HNLjpqxoNJrSmkYG3cwcymrPew4pYm5fLb8iQBUiqXdP6dzheZJl6LRKjVeGEkjlilPjJaUaesYIj8DX8oM7FjgpABcvdB0XHGJE7gVoyAcRhZCyxYYyGThQbtDxpijnczRQpu9Xmic+o5/3+rHXCEQAYpw7CCqPslLQYkANLzc93t2/6XrKItcIpiUyR61ImhGImFHZkyLXCNR4gYMiFIVxyDWIrMuT5taVPyc2difiJUxmOiYwgH736QIZnNRyImscpTHUeFuloL4G7+j6T+xjZixaY9OsYc2WHKX+iBlND+Yz3knrTJV+lJ6vr8cklWux9cIS6HsVeogbLuNDDZSpQwjlisQW2ikNrx49epibbrrJGlnTpk2zf9tpp51Mz55hr4GidSJevm72iJQHm8xu6i2VlG/6XdgUN2zemAjjUI1XL7K4pbofuIcsJfT7H9zT3P/SHPPlY3dO/nbJ8buaL987MflbqPmetLlTRdFH4oCAXhUwZhCM1MClbHMIeEy492elGsZ69H75sX3MZfe/auu/snrs8CaSPpICSjnrRLwCQ8pScOlm0JM835NGbhPd2wPfR9Y7kZ5DVgTyjnPfZ/7x8lzzzRPTjXPzgBqt5SI6ysuU+pZ4IDmA/VBkJfSkxaUVuTrP9/2RMiofpPWD6JKx+dNn0poRTF/ESxwjeU5ZhiDcA601pemWTpQho8aLnpsrM7RutWdDvUu6E4h4UZm2iSgzIcU6xnCFqDe9Z5mlLtvw2tyUfr9USaPyS1Lw3D5HpmxAtOzj7xtmYLqNGBAmP4oBvXX6HLiB4+6vJj7VMJDSR/dgd574v8/T5ENGnqN3sKhuyCDMItfwoUCuIcsZQHcyL/F6dK/mx2Pz9bzyPmh49ekqEnrR0gKQvego5XLP5wDmrJmhZ90tQr75iNTygr5XySHShRGwhAxGuq7xHjTixQCG1qhRo9ryEgq2iJzUAU/ONt883W7tGXTynvRF28cr0D+DphriNeiCBwXK6WovrPm9hvY1e33IjVKcus9Qs8+wfknqH70uF3iS4gYd6X3sWxxQ8/PCd463z4AKMkkYg8BA74zMaugqUjE4Y/Qwc8Jeg0VGInsdz7uBcfAmhYgGkppJje6W1HjRzURqflzu/YdAN9ssjN5ugP3XUoCx/8tH3zafy6jjCoH3ZwpBKspuDVAvoqvs1eR+9rHkGnR6SQp1rBFNP29Nw4vKIqoESlEXX7Nln5cYjucKCJzXTR/0K6WWlttZ3+75e3d1vdlcsXHuk0amyM+byDsJUYv7wCNeMBfwniXyG59BR+WEmGqYI9IdqovLA/gu9OtrLdB37UvvSrEHhkgsMhgy6fukWSdUrIccHlSm25qqyChWWqk2frZFJ8ocbwDYaLBTIxQ2GgvjKhlUNVnzJ1LHD5FrQJT06N22slkXvppC+/5KfDQpnQX+gdimKZBcjoZYDemc8NUp+nrU5QV9r42S86TO3QNDTgNnryqOT8k1FFUV8XIVbL/QpqCLUEyrIX/jPUdCAlhKNQSh+LHRw8zz05ZY+u6JxV4qfOxZGEEo16lASRfOpr+7y+CS4IOUriyvltQDhZIDlK4FF0vn7bck4gXgESC3B4bs2Qalztc022Gko6mGIVbDjPFmEbTw+w9dKxaBbLU2w0VH7Wj2HtbXHLLTwLLPkYeylzoqWjfi5VeqYkCP60mM93TNgSwfQlHNPEa51CepXDgNURuy0t1kw8tnUErzHYySEAW1m2roRryoMgIYPqC7kxYXMjholIvOKZpq6NTMmPwOBTgvlcuS0eOTgaGefHxsWXKEPrOWS5zWg6+vJjX+AbFMhTAdw0yUcpSTRp5dSvYMZsBgH68ar0EYMtKg3qisiBcYqIHUWDp2XONWTBUNqtAUyht5CzmAf39+gfugnGuBLHjoq0em7ofLJofVkBvPDdkZIllrLxZU7ksRrwaimxacSv7IvxvxKqYaasRLUQlQwUpZyejCCwltuiZpxEvaIH3KPSyukLCRUg0B1xYperOotct5FqlUQ+GcUEz9q0/sa8P/hcaTNaZIABYNqqSUxlES5hJCdRd54GU1JOcEYeU1vDyMdCGFN8tQHExy2H0INcsuB8fusbWlId+SgA3w6N22btE5QqyGHHQ6x6ZgxqApwvDizJgUvjnExYej+BZ7pN09fpa5+KidvGPLMzekTb1c0OdA35GUwuZjNWz0pFBKt2QjXqFUQxYZrQsYXlCbAgxrQBax+5A+wWcI57ns/buayQtWOQ4E+q7p+5VuSZobtBk0rJMsmeFz0GR53bN6BPFxtqazp7XgpBpSVkOnNqY5B6shIyhg24sv4kXXTzjV0DWquwbG5TLjhWvPaKSKZp/kcb4UUjL975mnb/IxhyKhnJgmhKx69SxkOZ55ry9J/oXqQN+/5xDzq8feMUftupX3Gq2VakiRVadZx4hh+JKG1F4kj8O9BthJ2xvU8OoAoPsuZcfx1b1wYeQzvKR1R5UMoOSduWQtuYZ/wVCB5yNLaA2mPyrk+DlAWL1X7A1C8eH9tm2RESB52rOErVMAXNf65Bq1TDHjvTKkd0YN4pBiIr0b7CIPcwI61//vzfnmA8UGwvK444g8YnH0rluZ335qP8v+156QJ8K089a9klQV+q5aChqxpeeNNbx8rKjcIOCK77dP3t0cvONAc+JeQ7xjCzUC59hveIk5s6WgyiXNAmgULC+6huh6lI71KXegNMU2DrVeYbq+hfdCGdayZOmXi419y00VAlnXyEr7ecQrS5H0yctcEa+M+wwxQVYSjrPQU2cFCKYasihPKLJEZS/NTqByIJRqGCLX4K+RG8YhVsNmMocoyU8ex2Sq5iwwdlxTsUZ4nikTKruIQTl6CHf0hAx1SFF86XvHB42rQb2zSa3yQqrn7cJSoUOpomcdPMK88O5Sc8FhOyR7zZqNhT507QlqeHUwOAIrklyDIov0gEbRTtt3W/Pu4rXmw/sNzWRO3Hd4P7PnNn3Mtv27p+iFyyEa8IFel48BiDjO//2L5hsn7ub9fmuF17OUAPocWxLxifH4ggLsSzfyESOEIO1Tp4waaklHoBnpkL7dzH++fETwHK0R3XTHVGM+OKowD9uv4RV+DtDE9W8XHxLF8pgHew7tY95ZuDqtVLENEftpheago8hxDywjN4DoENRohpD1TAA3nbW/+efEuebcQ7c3bfFesmq8qDxzokMeQ9Wn59F75Tab60Rze1RlBfpaur6o0RciQvF9BwyIrDFQ5RRqGVcVm/pmpdTS+sJsZ1e1Rrz8xohfkQ7XFNFj+Vyi85nW9W70pJfyMXFmwNAexGVIKJJGx0kp1fNEvOCULp18YOxoeEWuj48fMNzc+tT0KEKVEENpDMqpe+byNqQLAXx6GOIzR+xoxkxeFMxIyD/GmBov/7g/tM9Q64CEf/+aOM/+DVrOtDeo4dUBQFnJJMGStUHVEF9OViE1FSLgef+/r5YU7JCnCRY5PTZms25N7yE2CHz1ihOCJBp5POwIaQ/P2thp5LBlfbyyDRiQx77PfH1wQhTf0r3BZg7kH/Hjbt2IV3uFm3KZPffet33LSUE4wBEBTVRhg125bpPIGBdSan3sqXwOhZQuH2LWBkRWQ9HVckBTtmltnbQqqMOCPgspBRnguyP6fHi0LLReeGSRoyXyJYb6X7q+awhkj4HOB6gHRsMrT8Qra8twU12rR+bQRxMaVyxFPLwjqrzyd0bTC6nMdyNefuMlFfEKGBlcJwj1F6Nw097j92SYiqFr0PvFvTN2fXzh6J1tTdzHRg/PPJY6Fssx8svRQ/h7bmlqLWSPTLryhFZtTC8T5NR4iYP4q4H1ASRrNBNhzYb2l2rY+kmcii2O5gzWHv5zaA26RbXpA2OLY8vZ7Fsj1dDNl09/DoIztLnluSx2qpc87Vnjp5tDOUI2Lzugz7ihkTeaZuZTGqV5AZGuzxy+gynX4GhJjVt7R54ar7bCsP49zN8/f6h5/56DWX+5uHRYn4eSK+TlKL6RAZZWBzT8BnbOfYb3c1INpbQ+qiTSwn6fQeRdiwFlOdSENOQkaal84ci6lm+8mY4oD8taa5Jr0OdeTb6eWKU4FAloCLDY8nlII+YuoYqcasi5o7hzl855Pi6ug7iZF+556VhojSDdo7LA7z1No05TYOtyPX/QHcD4kuqrOBrqWkYeVY7+w6NJjkFfpghoTaMr5hp1PB01SARXeMaQevjeinWmPUEjXh0ANPTtMA5RoRdQ0Klc6JoZ8fILWbd3VN67aJ1Uw5ZSBuf5znWf2Ne8MXeFTa/jyBp+qKt8Hrh08n4h6XueDosW2SykWg7pve8+pLf52+cPNXnh5NqzBqudCb6aqkqBKlxumpB/bD6HC1fYXA9s3Hg+e8QO5kv3TLR9k7YkIMr17LeOSSlAUt0WNRQo0YBkpAF8t+4S4rjfddO43e9lBLxa1LMqhsAEFPmFqzawa9Y438kaAz3eMbwy1kQeZ59bX1Q9lleskh3LHgjPO8R6CY6C43bf2ixavcGhM6ev1o1cNwXqpOoyIl41bhpZINODnpey7mUp//Aq8Ra54RWK1qHDpC2McCdboJxUwzK+w5emw5ZZRfM93KIoTCfv0318bWuqFWp4dQCcddB25oGJc20InHp0nLqAANtfTY6NLNSEsqV5zVQBLzfi1dIUkjxfB+XsoB1lKvE8qYat1RU+5Bn0Pc86z/sMMcRR71mW0ucDNfDbgj2pvcCNMFXX5uiuR/9xvj5R3PDIE51AnLL3NmboF7qbXUnbhy0FqVeaNN85vXYWuYbv3rmxQhFqmOy7TmulGjrXEuTCJe/f1Vz+j0lJBgAH9BzKUvxcB1CtWI8kIbZ2Od1qxFQNYtYC9CpyjJYUQZYbLQ2lh8Jnd5x3gDXufXuPY3ixV06VXDCmQk6BdP+5Ju99DycOZN4+IQQ4D64BcPaEUg1pux38uTXXBx1TnjrVtkC1snhy0DmIzNKI0Kuhcrc1WX63BNTw6gAAMoNnv3Ws/XnmkjUyZXmQTp54uTNoUEOLOZRyEIPW6E3UUhnXWgIq6zytJQZjn1mM4UV/DhXR03mRVV/ig0Tr2xnhkGtUwXOgOpov7ZDDl9rDDYJyIl4gm6qdqbInKVKn/Qp9QeMYR4ukLCPWMvrkrDUYS4iBBh4YfdSBFxoX4KOjh9k96BDmhLrhzP3MU28vMp84YLi554VZwetSmUJTuWg/Jwm0B1AeyvpqqvEKDeVzR+1obnt6uvnWybsHWQ1D79s3PYLU6QEHClV4e3SpC6bBuk2gXXINfvlPHTjCPPLmAnP6ftvm6nNJP82KmICCfsWpe5pV6zcnmUJtYZS4Y8ov10cN62smz19ltu1X6snnw66De5m3F6y22Sf++W7aBeotY2ucHglkbR/Ye4glnWoL47ktoYZXBwMVWNQLEEpToHM71HgxK10j1EA5BlQBL1ehb+kCbK2oQ9Y4Wqt0xX1m+cfDvU2l8cWRa5R7H63ZALg9gzOEVRqQNgtK93YDejp/D0UIfD1rUuQaVar4thQ0KtOve0MEnXz2OSUDBxWskdsWissRWaISSIXGz1ga5Xn/4wUHmh//9y3zk4+MFD+XIuGgWB4j9LMDxkpkrcyuvyr9vMvgXub6PfcxA3p2zWaHzahJpghRmVcSoWfzjRN2MxcevoPZunc38/KsZcnfQ6KCz7usiGiWzOe1Q7DnnHfo9mbW0rVm3xH9zJQFq6LSB22PpgD5Vf+eDeZfXzzM/gw96BBZZYXw/E7bdxvz6JsLbPZPlqFz/mFuPXJbRD/diFf+C3zluF3MynWbo5haL//AHuaa/5tsrj59b+8YqtkwaSbzDvYSt5WB/3swD286a7Rpj1DDq4MBCsJ3G9zbhmsHkiLaUMSLKnxUked1Bvy7fC2H+njFgI4jj5eWoqXeK2B2++bfX7P09y1BljCPpW7PgtNjJ7DB+pQSqovRY0J7NT2VNEfyGhxD+2Z79ToqwMjZY5s+ZtX6TUmfrkoC6nXGfvs404PQwueLeJnoPl4dBVCTdM3pe1tyAoj8ZBFRUNn4i4/tY77zwCRzy9n7O8dIa/nXn9zPTJqzwnyE9B2MwbmHbG+NjuP3kFMBKQ7deVCQfTZU+xlC1n7gpAHW1JiP7BdX05enj1dtlc6/kFIMESIwuvI4Nvm8yyJEgTrK256ZYS57v9xmRXrlV35oryjdgpN9baprjroH2jw6a87Baa7/+L5m9cbNNkK6cv2mXEZnW9Q/0VOWY/QA4dEt58QZFeD0kBwfdG+vpvnOwZ39nGyjI0INrw4GmKiwccJ8dVIIad5zgIrWNbzS5w8xztDrlcOk1RoLrqXy5bT9hloP9pGBju4xyBJ00DT2F/+bEmweGwOHgjqwQfm2H1+qYWi7ij0ua9zg3QQPOqXu7myANQPPAR7plmCQigF4njlC69EXdQjRyVfJrbYaPnngiLJkA6Tpnbbv0JRXXFKWwUCHf3kBqWHQk6c1EKr9DCGrBiPk0KPkCRxZqfHONTL6GlUKsUMJpfRRcGdYlu3xzZN2N2cfvJ1N2ZKQZbyESLV4DWts/Y4rK7LJNUAXwbRUh+ExYr62RTuTaphfsf3hKo0G3ii8Sh0krQk1vDogJCUplJLhGmjhdL8QqyH9lbL6lIPy6eRbdl0o6j25FXoCZY0DOseP+85xmTUMecBZ5Ci2IZ543zid9K/myHtrQc4kUHUr2keNW0ipdZnL/EpYe0417N+ji1m2tuRJbwlClNstjfi3NWLp5DkuOGwHM2HmMnPOwduJn9P5wOcG/Oa7Kid0gn++MYaozCuJ2D2rXCKerLR9mH8+oyvG2HbKGNi9OH0K62pM16b4cgR8l7x2Kc96ipmvbaHcV4WhQ8ZQzfJ2F0acFOrj1VFQ/Tu+olUQiibtOKinuEAlkRXyWFEBVm7vmF2K6VYHlNkotlo8JDHDgLTQ1lS6QxvsV4/bxW5gv/zYPlHPK1zjFXdNRecAZ0I9eMfC2uXpYu051fDrJxbSsH78Ybn2ieKIXQbZ/+8/onzHQkdbV1AE/9+vHG6+e8oemcfmYYHjqYahbzqGV6vRG7Ucscqlr0dnW8+lrKgRHT7fz2g/LtAJ8hBw/ePzh5pbzxmdyWjKjT2HJKqpMqmGG0Ne0C2E9iJjj919a0uoct3H90npmNVsMLYEGvHqJKBymhteZx44wvzrlbnm80fv5Pxdjnj5lSf6W7kUqn//wqFmzYbNZpsy636qZZ1Wm9ADr9LDXzsy9XeffRxSTLKMc0Xngtvvq8Zc9aGR5pE35pvPHrljuyA3iAEU7Z+w55Co5qlQGA/4/gf3FD+P8UmVG1mqVoDM2GuoSwriA1eWrbzxGA+cOjxkZJTDqrklEGsE0uhRaHZwZbWlUylrLjqZLswgDBmLWVktkBHhugl9A2iZ0dkWqYan7butueahyeaIXVpWstASVFt7Eh8a6mttT1REqG1CR4EaXp0ETr4vW5DAZDbxByeYPqxnSt4aL2/aWg5A6l1L0u+qxUNSCZlXjrHLDcTj99jaPPbWQnMRU5p96GCOeUUZ4MX1uw3pbf9xtOeIFyDG6MJo/Z8uPKhFinZHM7xicNjOA81zU5ek6l636tXVzF+5PorYZWi/7mbOsnURPQurZ/7FLgVqxITmB/SXpCiXAKkccOOKkihBX0B6ry0VAUfvtpV5csoiWyPZErRFvengPt3MpCtPrGhj3/ZKTFHvtE0wHRId9LYUHG4aYHpB9u3eJWW09BSY94JewypY59Uia7akYvn+YuPSWCaw0DiBnnXM1482x3uaoXb0lChFftD0oZCXtZwGyh0RMbdeLolFWwGo7AHD+5ea3LY27jj3ADP28mPNTlu57J43nb2/JRW55zMHBQkn4OdffWJfs9NWPc0fLjgwdSz1nlfT9ItdC3T9SHL3Rx8eabYb2MP86DQ3HbalUylLxlNHAlf2kR0VnIKDenZtVRkAafM/P2OU+e4H5Mhy7P7UVlEVYDutpIFfTRGvX39yXzsHbjrLZW+V4NLJV889tCY04tVJ4DLchCcz1AONnb7EnD56WK4+XtUQFu6MCh0IM2gICVTgecFlM4T9gfgjFmp3dQ7sObSP06+HIqv3X7Wnem1p1LRDh8b3TtnT/Prxd7z9vVoDENGRUsyhgfZDHop7qshDDRGkpz1+2dHisdUacS1nKOAo5QDiEom8pK3nEo1QSO/ngS8cascA7LWU6r2lhsHAXl3Nxw8YblqKjqrcZ7FBbklA6uXJI7eJqmmvj2yg3J6hhlcnAZVxWSHoS96/q7nE81mI1fDQnQfac9P+YVsa1aLQbUmBAZtbOUZXtaXcKKoX3/nAHpaW/FMCbXoDYTANKVOhNGWFi2p7OtBeo6UtNto62polcqvV8M+zV0CT3KkLV5uDdognn4qhVA8hy24bvV1/G20EsigJ+43on/xMFe8t0T4jxuZsryl5LTGIK4FYIrH6FvaDbQ+oHpO4hXj33XfNhRdeaHbYYQfTvXt3s9NOO5krrrjCbNy40TnutddeM0cccYTp1q2bGT58uPn5z39uOgOo7G2Jp4nKSn4a8FaOuexo8+glR5lKoVpqI6rI2RSs/WpplHJL1g8oKlvf9NOP7G1GbpsmSAg1UG0Piu+WRoyHvaN64StZ19oRIl5AhAWkLXmMlpaK6BDDLQAMrie/cbR56Gv+xtuyrDBVgWrI1GkLSFHR9oAugdZHHQVVMvVbjsmTJ5umpiZz6623mjfeeMNcf/315pZbbjHf+c53kmNWrlxpTjjhBLPddtuZCRMmmGuvvdZceeWV5ne/+53p6KBNEFuyqdMNS1KyRgzsUdGGuMMHtF0NQh5UA13xLWfvb5tBQ92WDy1VQNTsUvB0r86cQhKDmFvvzIZpHtA01xEZst+lk68etPVYWppqGPN1cLrGkGJt6Z6FMXfeUUXRGfsPs0Qrvt551Yr6TiD8Okyq4UknnWT/IXbccUczZcoUc/PNN5tf/OIX9m933323jYDdeeedpqGhwey1117mlVdeMdddd5256KKLTEfGgcW+WK3JslONXtnL3r+b2dTYVBbRRGuiT/fKL62TRm5jGcJC7ynLm5kFDXgpOLNcXApJ9cmOLYXQnZ936Pbm98+/a9O9FdkA2fbEZUfZvkn9eoTTravVe97WRCrU6VoOWnOtUkN5SySnYF/QzoghfbuZV684oaqcDDGop6HQ9jb4SFReO2xDrFixwgwYUMqFHjt2rDnyyCOt0YU48cQTzc9+9jOzbNky079/KRcZsWHDBvuPRs3a6yJ86htHtzj8nBXxqjQg2nb16aMqPQzz1eN2NeOnj0t6+lQKWcZxSyNz1UYCoKgsKOV1HmKezoTQmvzmSbtZltI8NTydHTsyFkQfaF1hlWSkW3xg723MG/NWtpmRUO5a++joYeZvE+aYS09oPSdAuf098+LPFx5knn5nkTk7ItrTkUVRNepo1TJHKokOa3hNnTrV3HDDDUm0CzB//nxbA0YxePDg5DPJ8Lr66qvNVVddZToCthsYz1YXI6Ta4ZreYoDeaK9fdWJQEa0GnHPIduYvL802x+8RRx/PUUX6i6JC6EHaTvQIzHcn1Utlh4geDfXmsJ0HVXoYHRLU8G9ppL81AT0TgUK/rYztYf3TTJExAKr2S9+/q+2N1ppOh0N2HGjeW7HO7C3Ui7YWDt9lkP2naH+oJ2kT1VCy0SlrvL797W/bxRr6B/VdFHPnzrVphx/72MfMZz/72RZd//LLL7eRM/w3e/Zs05mRh5a+s6PajS4AkCW88J3jbD1YOdCAlwIUs68cu7P5QUbRv9Z4FbB+U2OrnIc3vFeEQQ3/apJbkKp70sghpn8rswH/6cIDzQHb94/qneSLELam0YW457MHmccuPapq9seOqty3V3TRiFflcdlll5nzzjsveAzUcyHmzZtnjjnmGHPooYemSDOGDBliFixY4PwNf4fPJHTt2tX+U0gRr46/QDoDtu7TrezvKquhAnDpCbtlHkNrvNpjCkxrARrdnn/Xi7ZfYktwxal7mcvuf9V8++TdW21sHRl0v6qmVMO2whG7bGX/VRvAWV5tVOeK6kzFbiCtSjoSqt7w2mqrrey/GECkC4yu0aNHm7vuusvUskrvQw45xHz3u981mzZtMl26FGqdHn30UbPbbruJaYaK8KLozMqTooBOoL8oWglujZfptDhmt61tGjIwjrUEp++/rTlil0Etcpx0JlRrqqFCoXDxyQOGm3kr1pt9h3dMvbzqUw1jAUbX0UcfbUaMGGHruhYtWmTrtuAf4lOf+pQl1oB+X0A5/5e//MX8+te/NpdeemlFx96eQPWlzqw8KQrQiJciFm6NV+cWHi01uvAZqtEVD0quoWJL0Vqsj4rWxzVnjDJ/vODADuvcr/qIVywgcgWEGvBv2LBhonLYt29f88gjj5gvfvGLNio2aNAg84Mf/KDDU8m3VbpGZ1eeFBrxUsTDrfGq6FAUnRzqMFIgvnnibuajt4w15x+2faWHougk6DCGF9SBZdWCAUaNGmWeeeaZLTKmjghVmBQUqr8oYlGnfbwUVQKVWwrE+7YvMBC3RhRaoehUqYaKLQPVlxQU2sdLEYsuxGujxfUKhaJaoEaXYktCDS9FLij1qsKB2l2KSNB8/YYA7bxC0dZQsaVQKCoF3f0UuaCFqAoKnQ2KlhIdKBRbGhqpVygUlYIaXopc2NTYVOkhKKoIqsAoYtGLNPztrc1/FQqFQtEJobufIncPGmPeMNsN7FHpoSiqAGp3KWLRtb7OPP2NY2ydKPysUFQKKrcUCkWloIaXIheGD+hhXvzu8aZPd506Cm1EqsiHEeqwUVQBlE5eoVBUCqo9K3Jjq95dKz0ERZVA9ReFQqFQKBSKOGiNl0KhKBtqdykUivYGlVsKhaJSUMNLoVCUD9VgFApFO4OSAikUikpBDS+FQlE2VIFRKBTtDSq2FApFpaCGl0KhKBtqeCkUivaGLtrAW6FQVAgqfRQKRdloUrtLoVC0M+w5tE+lh6BQKDoplNVQoVAoFApFh8e/vniYefHdpeaj+w+r9FAUCkUnhRpeCoVCoVAoOjz2Gd7P/lMoFIpKQVMNFQqFQqFQKBQKhaKNoYaXQqFQKBQKhUKhULQx1PBSKBQKhUKhUCgUijaGGl4KhUKhUCgUCoVC0cZQw0uhUCgUCoVCoVAo2hhqeCkUCoVCoVAoFApFG0MNL4VCoVAoFAqFQqFoY6jhpVAoFAqFQqFQKBRtDDW8FAqFQqFQKBQKhaKNoYaXQqFQKBQKhUKhULQx1PBSKBS5cdf5B5hh/bub+y46uNJDUSgUCoVCoWgXqGlubm6u9CDaE1auXGn69u1rVqxYYfr06VPp4SgUCoVCoVAoFIp2YBtoxEuhUCgUCoVCoVAo2hhqeCkUCoVCoVAoFApFG0MNL4VCoVAoFAqFQqFoY6jhpVAoFAqFQqFQKBRtDDW8FAqFQqFQKBQKhaKNUd/WF+hoQBJIYDBRKBQKhUKhUCgUnRcrizZBDFG8Gl45sWrVKvv/4cOHV3ooCoVCoVAoFAqFokpsBKCVD0H7eOVEU1OTmTdvnundu7epqampCisbjMDZs2drXzFFJnS+KPJC54wiL3TOKPJC54yiPc8ZMKXA6Bo6dKiprQ1XcWnEKyfggQ4bNsxUG2DSVXriKdoPdL4o8kLnjCIvdM4o8kLnjKK9zpmsSBdCyTUUCoVCoVAoFAqFoo2hhpdCoVAoFAqFQqFQtDHU8Grn6Nq1q7niiivs/xWKLOh8UeSFzhlFXuicUeSFzhlFZ5kzSq6hUCgUCoVCoVAoFG0MjXgpFAqFQqFQKBQKRRtDDS+FQqFQKBQKhUKhaGOo4aVQKBQKhUKhUCgUbQw1vBQKhUKhUCgUCoWijaGGVzvGjTfeaLbffnvTrVs3c9BBB5kXXnih0kNSVAmuvvpqc8ABB5jevXubrbfe2nz4wx82U6ZMcY5Zv369+eIXv2gGDhxoevXqZc444wyzYMGCio1ZUT245pprTE1Njfna176W/E3ni4Jj7ty55uyzz7Zzonv37mbvvfc2L730UvI5cHf94Ac/MNtss439/PjjjzfvvPNORcesqBwaGxvN97//fbPDDjvY+bDTTjuZH/3oR3aeIHTOdG48/fTT5tRTTzVDhw61e9A///lP5/OY+bF06VJz1lln2abK/fr1MxdeeKFZvXq1qRao4dVO8Ze//MVceumllkrz5ZdfNvvss4858cQTzcKFCys9NEUV4KmnnrJK8rhx48yjjz5qNm3aZE444QSzZs2a5JhLLrnEPPjgg+b++++3x8+bN8+cfvrpFR23ovJ48cUXza233mpGjRrl/F3ni4Ji2bJl5rDDDjNdunQxDz30kHnzzTfNL3/5S9O/f//kmJ///OfmN7/5jbnlllvM+PHjTc+ePe0+BUa8ovPhZz/7mbn55pvNb3/7W/PWW2/Z32GO3HDDDckxOmc6N9asWWP1WQgsSIiZH2B0vfHGG1b3+c9//mONuYsuushUDYBOXtH+cOCBBzZ/8YtfTH5vbGxsHjp0aPPVV19d0XEpqhMLFy4El2LzU089ZX9fvnx5c5cuXZrvv//+5Ji33nrLHjN27NgKjlRRSaxatap5l112aX700UebjzrqqOavfvWr9u86XxQc3/rWt5oPP/xw7+dNTU3NQ4YMab722muTv8E86tq1a/O99967hUapqCaccsopzRdccIHzt9NPP735rLPOsj/rnFFQwP7ywAMPJL/HzI8333zTfu/FF19MjnnooYeaa2pqmufOndtcDdCIVzvExo0bzYQJE2yIFVFbW2t/Hzt2bEXHpqhOrFixwv5/wIAB9v8wfyAKRufQ7rvvbkaMGKFzqBMDoqSnnHKKMy8AOl8UHP/+97/N+973PvOxj33MpjPvt99+5rbbbks+nzFjhpk/f74zZ/r27WvT4nXOdE4ceuih5vHHHzdvv/22/f3VV181zz77rDn55JPt7zpnFCHEzA/4P6QXgmxCwPGgI0OErBpQX+kBKPJj8eLFNld68ODBzt/h98mTJ1dsXIrqRFNTk63VgbSgkSNH2r+B8GpoaLACis8h+EzR+XDffffZtGVINeTQ+aLgmD59uk0bg5T373znO3befOUrX7Hz5Nxzz03mhbRP6ZzpnPj2t79tVq5caZ02dXV1Vo/5yU9+YlPDADpnFCHEzA/4PziCKOrr663TuVrmkBpeCkUniGK8/vrr1rOoUEiYPXu2+epXv2pz4oGsR6GIceiAV/mnP/2p/R0iXiBnoPYCDC+FguOvf/2rufvuu80999xj9tprL/PKK69YpyAQKeicUXQWaKphO8SgQYOst4gzisHvQ4YMqdi4FNWHL33pS7a4dMyYMWbYsGHJ32GeQMrq8uXLneN1DnVOQCohEPPsv//+1jsI/4BAA4qY4WfwKOp8UVAAq9iee+7p/G2PPfYws2bNsj/jvNB9SoH4xje+YaNen/zkJy0D5jnnnGNJe4CFF6BzRhFCzPyA/3OSuc2bN1umw2qZQ2p4tUNAKsfo0aNtrjT1PsLvhxxySEXHpqgOQF0qGF0PPPCAeeKJJyx9LwXMH2Ajo3MI6OZBadI51Plw3HHHmUmTJlkPNP6DaAakAOHPOl8UFJC6zFtUQO3OdtttZ38GmQOKDp0zkGYGdRY6Zzon1q5da2ttKMCJDPoLQOeMIoSY+QH/BwchOBMRoAPBHINasKpApdk9FOXhvvvus0wuv//97y2Ly0UXXdTcr1+/5vnz51d6aIoqwOc///nmvn37Nj/55JPN7733XvJv7dq1yTEXX3xx84gRI5qfeOKJ5pdeeqn5kEMOsf8UCgBlNQTofFFQvPDCC8319fXNP/nJT5rfeeed5rvvvru5R48ezX/+85+TY6655hq7L/3rX/9qfu2115pPO+205h122KF53bp1FR27ojI499xzm7fddtvm//znP80zZsxo/sc//tE8aNCg5m9+85vJMTpnOjdWrVrVPHHiRPsPTJTrrrvO/jxz5szo+XHSSSc177fffs3jx49vfvbZZy1T75lnntlcLVDDqx3jhhtusIpQQ0ODpZcfN25cpYekqBKAwJL+3XXXXckxIKi+8IUvNPfv398qTB/5yEescaZQSIaXzhcFx4MPPtg8cuRI6wTcfffdm3/3u985nwP98/e///3mwYMH22OOO+645ilTplRsvIrKYuXKlVamgN7SrVu35h133LH5u9/9bvOGDRuSY3TOdG6MGTNG1F3AaI+dH0uWLLGGVq9evZr79OnTfP7551uDrlpQA/+pdNRNoVAoFAqFQqFQKDoytMZLoVAoFAqFQqFQKNoYangpFAqFQqFQKBQKRRtDDS+FQqFQKBQKhUKhaGOo4aVQKBQKhUKhUCgUbQw1vBQKhUKhUCgUCoWijaGGl0KhUCgUCoVCoVC0MdTwUigUCoVCoVAoFIo2hhpeCoVCoVAoFAqFQtHGUMNLoVAoFAqFQqFQKNoYangpFAqFQqFQKBQKRRujvq0v0NHQ1NRk5s2bZ3r37m1qamoqPRyFQqFQKBQKhUJRITQ3N5tVq1aZoUOHmtracExLDa+cAKNr+PDhlR6GQqFQKBQKhUKhqBLMnj3bDBs2rPMYXldeeaW56qqrnL/ttttuZvLkyfbn9evXm8suu8zcd999ZsOGDebEE080N910kxk8eHD0NSDShQ+3T58+rXwHCoVCoVAoFAqFor1g5cqVNiiDNkKnMbwAe+21l3nssceS3+vrS7d4ySWXmP/+97/m/vvvN3379jVf+tKXzOmnn26ee+656PNjeiEYXWp4KRQKhUKhUCgUipqIEqQOZ3iBoTVkyJDU31esWGHuuOMOc88995hjjz3W/u2uu+4ye+yxhxk3bpw5+OCDKzBahUKhUCgUCoVC0RnQ4VgN33nnHVvctuOOO5qzzjrLzJo1y/59woQJZtOmTeb4449Pjt19993NiBEjzNixY73ng5RECCHSfwqFQqFQKBQKhULRaQ2vgw46yPz+9783Dz/8sLn55pvNjBkzzBFHHGGZRubPn28aGhpMv379nO9AfRd85sPVV19t0xLxnxJrKBQKhUKhUCgUirzoUKmGJ598cvLzqFGjrCG23Xbbmb/+9a+me/fuZZ3z8ssvN5deemmqgE6h6Ox49p3FZsSAHmbEwB6VHopCoVAoFApF1aNDRbw4ILq16667mqlTp9q6r40bN5rly5c7xyxYsECsCUN07do1IdJQQg2FooAJM5eZs+8Yb468dkylh6JQKBQKhULRLtChDa/Vq1ebadOmmW222caMHj3adOnSxTz++OPJ51OmTLE1YIccckhFx6lQtDe8PndFpYegUCgUCoVC0a7QoVINv/71r5tTTz3VphdCo+MrrrjC1NXVmTPPPNPWZ1144YU2bXDAgAE2cvXlL3/ZGl3KaKhQ5ENDfYf22SgUCoVCoVC0OjqU4TVnzhxrZC1ZssRstdVW5vDDD7dU8fAz4Prrrze1tbXmjDPOcBooKxSKfKirze5VoVAoFAqFQqHooIbXfffdF/y8W7du5sYbb7T/FApF+ahXw0uhUCgUCoUiFzRfSKFQ5IZGvBQKhUKhUCjyQQ0vhULRIsOrubm5omNRKBQKhUKhaA9Qw0uhULQo1XBzkxpeCoVCoVAoFFlQw0uhUORGXW1JdGxuVMNLoVAoFAqFIgtqeCkUihZFvDY1NVV0LAqFQqFQKBTtAWp4KRSK3KilqYYa8VIoFAqFQqHIhBpeCoUiNyin4eZGjXgpFAqFQqFQZEENL4VCkRs0xrVJyTUUCoVCoVAoMqGGl0KhyA1KIa8RL4VCoVAoFIpsqOGlUChaFvHSGi+FQqFQKBSKTKjhpVAo8oPYWpuV1VChUCgUCoUiE2p4KRSK3GhyUg014qVQKBQKhUKRBTW8FApFbhC7y2xWcg2FQqFQKBSKTKjhpVAocoOaWkquoVAoFAqFQpENNbwUCkWLWA2VXEOhUCgUCoUiG2p4KRSKlkW8lFxDoVAoFAqFIhNqeCkUipbVeGnES6FQtAPMWLzGfPJ3Y80z7yyq9FAUCkUnhRpeCoWiDNBUQ414KRSK6sfX73/VjJu+1JxzxwuVHopCoeikUMNLoVDkhrIaKhSK9obFqzdUeggKhaKTQw0vhUKRG9TU0oiXQqFoD6itqan0EBQKRSeHGl4KhSI3tIGyQqFob1C7S6FQVBpqeCkUihamGmrES6FQVD/q1PJSKBQVhhpeCoWihamGGvFSKBTVD001VCgUlYYaXgqFokUNlDdrjZdCoWgHqK1Vw0uhUFQWangpFIoWQVkNFe0NTU3N5qoH3zD/nDi30kNRbEGo3aVQKCqN+koPQKFQtD8onbyiPeOZqYvNXc+9a3/+8H7bVno4ii0ETTVUKBSVRoeOeF1zzTWmpqbGfO1rX0v+tn79evPFL37RDBw40PTq1cucccYZZsGCBRUdZ3vDwpXrzbjpSyo9DEUF0UyqvDTVUNHesHztxkoPQdHJIl43jplqbnj8ncoNQKFQVAU6rOH14osvmltvvdWMGjXK+fsll1xiHnzwQXP//febp556ysybN8+cfvrpFRtne8SJv3rafPJ348yEmUsrPRRFFUS8lFyjuvH3CXPMQT99zLw+d0Wlh1I1qK/tsFufogprvDZsbjTX/m+K+eWjb5v5K9ZXZAwKhaI60CF3n9WrV5uzzjrL3HbbbaZ///7J31esWGHuuOMOc91115ljjz3WjB492tx1113m+eefN+PGjRPPtWHDBrNy5UrnX2fHsrWb7P//+9r8Sg9FUSEonXz7wWX3v2oWrNxgvnTPy5UeStWgTot9OiUqRSdPReTqDYX9U6HoaHhi8gJz29PTHfItRScxvCCV8JRTTjHHH3+88/cJEyaYTZs2OX/ffffdzYgRI8zYsWPFc1199dWmb9++yb/hw4e3+fjbYxNdRdtj8vyVZuaSNaYaoA2U2x9Wrt9c6SGYdRsbzSuzl1tyi2oxvFRJ6DyolMFNU7M1Q0DRUXHB718yP/m/t8zLs5ZVeihVjQ5neN13333m5ZdftgYTx/z5801DQ4Pp16+f8/fBgwfbzyRcfvnlNlKG/2bPnt1mY29vUMNry2HZmo3mpF89Y4669klTDdA+Xu0PjVVAgvLV+yaaD9/4nPlHhdkE64kCrvO386BShhddeuqoUnR0vLt4baWHUNXoUKyGYBR99atfNY8++qjp1q1bq5yza9eu9p8iDWWz23KYv3K9o0BXPFVKUw3bHSodZQI88maByOjXj79tPjp6WMXGQdfPpsYm01Df4XyQiqoyvEprr1EdlooODp3jYXSo3QZSCRcuXGj2339/U19fb/8BgcZvfvMb+zNEtjZu3GiWL1/ufA9YDYcMGVKxcbdXVIMi11nQpa60VDdurryho6kz+QDv7IGJc8wCYkB35gh1Y4XnDFXANQLReUAjnVsSzURkKwusoqNDdcNOFPE67rjjzKRJk5y/nX/++baO61vf+patz+rSpYt5/PHHLY08YMqUKWbWrFnmkEMOqdCo2y804rXl0EAML2DI6t5QVz3kGqpIZOKOZ2eYnz082Qzq1dW89D239rQzeiErPRbKsbBJI7adBnUVYrN02m/ovqno4Ki0fK92dCjDq3fv3mbkyJHO33r27Gl7duHfL7zwQnPppZeaAQMGmD59+pgvf/nL1ug6+OCDKzTq9otq8qB3dFBFcUNVRLxKUEUiG2MmL7T/X7x6Q8XGUE32RcVtda256ZQg/qstCioiNRqg6OiohnriakaHMrxicP3115va2lob8QKq+BNPPNHcdNNNlR5Wu4RuIJXqm1VprbX6xlPtqHhNXpU5Sio9FpccRudvZ+zfBmyWNVuIXp7O9026byo6ONTw6uSG15NPuixwQLpx44032n+KlkEdxZ23pspJnamC8bQlQEEbM2Wh2WtoXzO4T3mkPfV1anhV08bsKMJqeHUaOLV9Tc2myxZal858q4KMBYWiI8v3akeHItdQbFloxKtSdMSV37g7UwPl/056z/YnOe23z7XziJepGlR6Y3bWUzU9GMUWI9fYog4jzRBQdCJUk5OvGqGGl6LdKk+dVZBtrIKNuzPVeD01ZVGK0r+9sKlVKyptrFc64vXFe142Z90+Tp1XWxi1tI3AFpyD9DVrqqGiI4I2oq8CFaWq0eFTDRVtB2WuqYxQq4pUw+bOk2rYGmmCtVuolqS9oKkTk2us3bjZ/Pe19+zP0xevMTtv3WuLXr8zo46swy353jXVUNHRQdXBxooL+OqGRrwUZUO9tZ2XzKLaxtOWaA2jqRpqvKoJlXbaUEV4S0ffNm3W+rKqaCOwBZ+9krlUvy6j+kxrylR9liGo4aVo13m8sIl1BoHppKpUwcbtRLza8fOHnmirN2xu8/osjXhVV5oyvfxGYghtmWvTlJz2u3baIyqVYkr3qGqQ3woXn7xtnDnhV0/b/UBRHqgk6ww6WUughpeibFQ6wwwU5iN/Psace9cLpnMpDM3VVePVjhWJc+98wRz808eD/bVaw/CqBnKNtsTspWvN7c9MN2syjNhqQSUjXjTap0p4JUmKmiuUIVB5+a1wnYgvzFhqpi5cbSa/t6rSw2m3cBxKVeCUr2ao4aUoG5XO4504a5l5b8V688w7i01Hh7Nxt3KNwJLVG8zk+Ss7pSIxbvpSa8A/WSTQyKoLKRetcY5qxsdvHWt+/N+3zC8fedu0BzisnFt4/lJv8Eat96nYe/eRFD325gLziVvHWmdCFlau32SO/cWT5sf/ebOqyVwUfnSmtPktx3TcMpm6cv0mc/f4mWbV+k2mI0INL0XZqHT9JFVmO3pouy099GfdPt6c8ptnzcwla8pkNWzaIl7JdRvbLg0kFLWra4X6rI4e8QIHCODRt+ab9kdW01S5NEdV9Cr23n1G72f++JIZP2OpueLfb2Se7/9ee88SpNz+7IzwdcnPqtxXMWOwOkJa5Tm2VB/72n2vmO8+8Lq57ZnwumqvUMNLUT5laIXDyfV1tZ1GgXE9ta373CfPX2VrTZ5+e1HVshp++++TzB4/eNi8uzjeOMyDEMVza0SrOgu5RqWdMe2hj1djK60dUBLP/N048437X22lkXV80KedVc8TE/GK3QOrLVVcUYL29Ku+5/jE5IX2/795/B3TEaGGlyIX6HqqdJSJRhE6uhexmagMeVINH31zgXl+Wlwq5oYyvX1boh/OX16abf9/+7PTt3zEi8wzanCWS65R7jnaAyrdnysWlUz9clINW3DtKfNXmbHTl5j7J8ypuCxuL6DvfcOmphYbVV2I86/aIqzgTPvRf940/3lt3ha5XntFa5Dd/GnsuzY9taOmxsVASYPioYaXot0WUNKmtB09RaAcVsMFK9ebz/7xJfOp28ZHCcI8hlelamTa6lqh87oGfnOL52pH9ni3lw3XTf3awhGvVmK4c5wx7cTgbQu89d5Kc/GfJpi3F6zKJbfWZ0S8YuZyl7o4h0olWGkffXO+uePZGeZL90w01YR5y9eZX/xvilnYgob01Vab9P1/vWHTU299qm0cg+2vj1f72AcqBTW8FLlAF1Q1eVk7eoqA46GPvNelazYmP6/ZmM02l0dYVip1pq3e8+bIVMNylabaThKdbct1+Ow7i81rc5a3yrncVNktXePVOoZXXQdzPL2zYJU57JonzD3jZ+X6HjiXHn5jvvnKvRNbNeIV4+Spq62NkoNZZESQ9tjacmHx6pL8ryZc9KeXzG/HTDVf+8srpvoiNS17B0vW+NlxO1UZSgfXx1oKNbw6GVpqLDlejSpqgtoRFI/WZjWk6W3rNzW2qtK8pck12lpJDvWkaw2jiUa8tjSL3pZEW224QPd/9h3jzYd++1yrOHzKcWS0Fpxrt6CHWH2k0t9ecM1Dk83c5evMdx6YlOt7c5atS2pV89V4NbW4T6WTdRGQDSFjGxTW02963hx97ZNRcjoWdGzlANLmIH3urudal+Dg9bkFBt3npy1phXOtyEUK1dZOxHLT9V+etcxc98iUqtVj7nthlvn2318Lynf6kRpeYajh1YkA4f19f/iImbZodSt5h0xFUW1NhdsS5dQIUOGX5d0tHN8OUg1bUaDHeugot0a5G3MNOcmWJoLJ4gaBSMOKta1Tm9BWG+4yEr1d1wrKKZ3qWzriRS8nzQUwPoBOOQ/KVdjWbtzcYsW1tbBqfdv3gKNrPotcI0bWUOdWyCEWMrxgzbwxb6V979BLqrXQUibVP46dadPnrnowTJVfKQD5yQdveNac/OtnUp+BAQsG44wIMqbWNBjK9UWD4f2bJ6aaP42bmXnsrx97x3z8lrGtaqRn4dv/mGTue3G2TV+NY15WwysENbw6ESC8v3L9ZnPLk9PKPgeNclU61dA1Rjr2Qi+HMcgxvCIUs3wRr8qQE8QYeX+bMMcc9NPHzCuzl7fKhtsafV7oWmmN5zVu+hLzod8+az2lLfF8gxPm/dc/bU781dOmmg0vqkSGDK8HJs4xL727NGeNV+VSDbnRB6ydh//sCfO5P07IdZ5yDS9Izzv6F0/ayEGl0VDf9uoIXcuZEa+ccznkUAmlGtI9tdyISRaTajnrEozyasbMJQXWybUbG1PrCGrbwGCMaQngpB23UH61VP69mrFnAa5/7G3zwrtLzb9f2fKkKUuIA4xDe9XFQw2vTohlLfBuNzdVU6qhCaZvVBqgDGV5VVuz/wwHTQGMSjXMYbxWqpAW5xw8D19U4Ov3v2oWrNxgfvCv18PnIuMO3UNrkCE4hnMrOAnOu+sF89qcFebzf56QKyWN45E3Ftj/z2+lQveY9Kzyzlv62dfPDYyHS/7yqvnoLWMjzlc5p407n9xrA0shDA3+n+s8Zab7PvbWQnu9u55711QaNKW3rZCrxitCrsUavyHnjZs90HoKK43GlWOY0/q1agQ11Ney/W1sMY0xpkVKUys+/5bqRHn20rxR8dZAcO+qUBZMe0R1ryxFm6AlBaROxKvCxg0VUtTbCF5cSD9Ys6FyHjswDE64/imz2/ceNj97eHKL0wLKSavM64Eq14ACBWVLGbrohb7+0bfNvlc9YsYHFNR5ywvGxHWPvm3nBPdgxzJ0toaS7ihoraBcrS8qjWBgtqSHGGVlaw20lRHuRm8bM/suZc3HLd2HLnYuxNKTt1YkFrFuU+WjG1ui0x2dnlkyOSbi5duD8qYatkWKllMDWMae3xr9C3GtQTpra+8R1E5fu6GxbLnWmvWeLb3HPPXSlUjnC8mZ1iz96NLB+16q4dUJ0ZIFW029GpxUQ+LR+/er82yhdWsU77bkGb9bTIW4+clp5v5iH6otWeNFFUqfwUCVizzvk28wL83MTnlrzbkL+fDw45WB+gN8TtCEEeYEjyLEMnS2Rpqgm86yZdMwaKohv888in4MsqZQuUEN+sx8c5neSzZxgqlYWkwoghpLT96aJB2FcbRfD3WeWqY8qYYx0YvYiFfIedOaKVqPvDHfTC/WcNPHUk7Eq7Wavt/+zAxz1LVPmj9H1C/lAX2O/P7yyDV3HbXs+bdUtOfZg2OOhR6etz41rUUGYWxJR2sasLWtZPRXKypmeG3atMl885vfNDvvvLM58MADzZ133ul8vmDBAlNXV1ep4XVotMRgak0h1VK4ylP6nrZk8SkHl3MPvvZem90rbDqwqUFxtk9x8G289JhcNV7s0I9FpHe1BniUdWMglZPf83KWYhvrRGgNJd05RwuVZAlQ6+WrbaIpQ9wrn0dphfXU0rqPcgv+Y9I9qaKIaWS+90qn0ZYmOwnNJ6owZhlDrRlFrYaajHJ1rTyRmTzkGjH7ZKzR1ByQS1RZb8ne/Mw7i8xFf5qQpNq2VG7lWatQKwpNhKVUvZ/831tJr6vWBHXGbGxsrIrIcUtTDfPswTFzBXp4Xv3QZPNkRMplzHVCWU6h2tUtzchZ7aiY4fWTn/zE/PGPfzQXX3yxOeGEE8yll15qPve5z1VdnU5HhLRgIR3unDvG281oxbpNlgFx6sJVYSFV4YhX1qZXyVRIfu2WCnRKZsHZv/73xnzzvX++bk647qlAGoysZDhpLjnG2JpP9uqH3jLvv+4pp++YDzwtLLRR8XnON0WH2S50nkjlasLMZebh19+L8Aa2rpIL7w1YsUDhktgJaRSFj59ucFny9rhfPmX2/MH/WmR8lWt40ffjeweUORKa4wJD2Kgr/2cmzFxaVa0oQtEPt9F2PN15ixXGKmAhK1fVylOKRO8yy7DFZwIkPRf8/kWRcdBhqAzWePkNvjxscItWbTA/f3iymVXMpqCAmk8AytGWRkSpQZu1N5z8q2esYQXMd1sKdC/YyO4vT7SuHFkAzwP0JI6W6qx51mEeI+3NeQUK/3LgOGcje9W1VKbWCfvEgpXrzZfvnWhemJFNnlTtqJjhdffdd5vbb7/dfP3rXzc//vGPzUsvvWSeeOIJc/755yeTl26kitaDZJBAOtwz7yw2z09dYgU7MCAef93Tub0atzw1zRz58zFm/oq270qf5fGtJsOrpfnyVMZCTyOKB18tsButYaQDjuHl2XjLJclozWd761PTzTsLV5u/RGzafIyhjYAbWry2MbZeMbbG64ybnzcX//ll0WHhRrxaV9GnY+JRT76JpRT9HBEWPDf24SkHXYiWnMfQd9M9mzOPgY3/+/983a6Jz//55TBZTQVTDbmCkqcpcmumS1ba8ALCFJAB5SiwnDwGIi9/9cgSh1wjMtXw47eONU9MXmg+fcf49PkC79K9rvGycsYqtoBv/f01c9OT08z5v38h9VlXxgrZ0ogonYtZSj6e/8kp2ZGV1lLr6Jzn8z+Pg6ecdfT5u182B/zksXSWSQvXUZ560zy1+i0Zl0NCFblPtlSm1gsRy+seedvqOj/6T3W2N2gXhtfcuXPNyJEjk98h5fDJJ580zz//vDnnnHNMo8dDr2g5+CKkmxww5bwe8I6EaHGxCeaspWvNz/83ubWGGzmWptS9tHYpDXj6YxUCLudamrNMhRo3vHznjin8llINIWVt4aqw4dwWNu3yddkRr7QxFY54ub260p9H5a7nrPF68z3B8GqjAvr0OwyPjyuHsQ1g6XNsSQovZSJbn8MAjYl4+donSAo2fQWVjXi516ZLOUt5ac0WBTEK3xvzVlivc1sAWDqxEXLeNUKV7NUbNtvIyzf//pptANyStDI8FufHPMGZ6KRzh4gHyP1wVs48kctn31ls/z9tUbo/FU+vaykbK32usTT3McZAa5F2hGQCdfBkwTGeyTqYs2ytnU8SHn1zgZ0XD7w8x/l7S0sl86Qq5lkjLUn9o9fBZyXpQU79ZETf0Lyphm+8V4joTqqC1hft1vAaMmSImTbN7Se17bbbmjFjxpgXX3zRnHfeeZUaWocHFw7cA9sl4C2iXw1tNJxlqC0gbVhOBKcVrYO33ltp9rnqEfPj/xby1bPADYIWM/M2u+kmFHWetApn4/XVeDFyDUirgZS1w382JnY4rYaYdJhUxCtjo3fvz99yoDXZmiTlo7VZDUPvMI+ySSm8Q5G4WK9nFqhy6KOFz7q+7x1QBYGmc8nPJH96UWvBbd7MHQmmrIiXL6Idi6x1BI1oT/nNs+aIDLlQLqBRLwV9x6A0nvm7cebC378oKny+KKHUkLm1U0xD0UuKZoGRNBkTfecZsiEUyaEfwbha6lxwZEMsoVOEMdDSxs7SmFK1qzlSDSX5CEYX7IEfEJozU1BDrXCulq3DXFknOY7l48wD7jR8+PX5Zt8fPmqenLLQPS6jfvLGMVO9kein315kLv/HpGRPkOZIQysTQVUSFbuTY4891txzzz2pvw8dOtSmHM6YMaMi4+oM4AuWevvh55Bg5KkVPkGzJZjbJMKJtmrwDN3i4RrQmDEG/Lm0ZsSLp6r4ClF5xAuE2jJWR8VZDZ+bujhuoy6OZ/chvcVzlYOY9MVU3VbGNUPkIbG1WzGphlmpcPTSMdEFON/5d71gLvnLK+LndI1mFT+H0qvozAkpffRZNUaMH+ij+VzjtYp5Imeud7s5lxIszZFKRrxC8y5P0/NymE7LVZhfLrKWbqm0TOqEWbx6o2UkfXzywhRBDpet9Pllza/WIBThjG/AngrRu+VrmZwNRIzzGIMh0gFamgH31uKIaAuZdEvjahvihFDGQp7aVen54z4I2TshhOr12mIdltvsuSUthOh14DzfuP9VW9923l0vOsfR4XDZBTWJ1/5vio1ENwnj/vSdL5h7X5hlbntmuv1d0kGl9MP2iordyfe//33z8Y9/XPwMIl9PPfVUiulQ0Trgiggt9gfFKI9Hyrf4t0SPCSniFdubKS/yeula+/ZDQs03Nq7gnX3HeHPoNU846UJuYXdTtFcJvzVy274OoUFbI2U8ZTzoEGMYj6IAMcVtT083S1gqZ4wCQ9eQtLHkVZJnLFljxkxZZB6YOFfsR+czvGSjz6/YxSp9scxWgIUr15tjfvGkOfLaMRnzOE/Ey1/PkRzTnMfwarsIJOD5qYvN5PkrI1Kb/FHYLCU81nEQgyxnACUr2BKkVxtIqQG9T0nGUJHVkrVQDjiBEfQLhDqnm59ys3maQzVekVGzrEiOE/lrbIpOg/TBzZiIe+fSWuOGVmtFvFxyDZ5CTWpJs/YIYR2Fms5T8KXQ0hqvLAOJXi+PozPrGQAr5bf//prTC7E0Jvc5r/KkX7oEMu590Pm3OkDONGXBKq9x3pF6e1XM8Npuu+3MiSee6P0cIl/nnnturnPefPPNZtSoUaZPnz723yGHHGIeeuih5PP169ebL37xi2bgwIGmV69e5owzzrC09Z0NXHGiAgw+Cka8UnTenrSfLdAXRurjReVWa0a8sjYL8PBTocWfk09XgXv46n0TzWV/fTWo0HCFjP7uy5nnAhNY92DTf4pQyzYyYRkr3PBrPRrqykodk8YYg6YWRLz4sU6Kz+Zm8+P/vmmpj6HhsnMc+Zo3zY3Md2lILWGg44oaf+dZymRo/LEGSB7DC3q6weFSqhf9Kk+5mrd8nf2X9Xzhe5/5w0vmS/e8zGr45NQjyQHTmgxcmIr3mT+8aNnDwLHxqdvHm5N+9Uz+Zro5lOUtSa6RR5FtDVCjidan8DnDx5ZljDrvvRUMbrrNUeNk5uK1gXnf6MzbPHVnwYgXWy8tbfzeVMazktYa3ztbLdUw4IyhjoI8KbvIyki/H6qP4vtRS5dG1mMut/1Lli702T++ZO8dnLPpMVGZ5D+P41QLZOVsCrwPfFfSHKFtUdo7Os6dGGOGDRtmrrnmGjNhwgTLkgjpjKeddpp5441C/4hLLrnEPPjgg+b++++3EbV58+aZ008/3XQ2pA0v4q1vDke8uFyNKXRvK9BLi6mGEUOI9d6GNjyISECDyCN+Pibx4qcFsnwdSJ351yvzzN9fnmMWrtpgiTOggJqPi98L9Sj5qHN95Bo01cU1PpqcvP4QMGUM0nyQTWutx/CCe/GxXPJNEaJNT0xeEJ3CmrX5hOqfuAJ8/4RCofTd42e554hQYFzDS/K0m1xKUFNGyhmdj/QZSEpGiMGPPs5guqUTOQyPnaZ+8ffoI+kAGXTsL5+0EVnJgKfvbv6KdeaxtxaY/7z2nllGUs98HnCxxoukPMYqlRDJ4ylkCIh0PPbWQqu4UJII6Zlyh8gPH3zTpjLnNaZco7k5IQCCWiig0s+DrNRwp0faFkjNpMoZXS9S+qDDvheo+2mLiJezTgMse/S68BWfYyBrTKGUdT53nEh9GfdajrNIWmvcMZhHgYZ6Zu9e4JRI+LNAsp4pP/+7i9c4xnxsCra07+eNDmdFvGJ7T3Jktf6ZXiRrmSm0KYiNyIZS2mMdfJuKn9FaYLx+R+rt1aEMr1NPPdV84AMfMLvssovZddddba8wiGyNGzfOrFixwtxxxx3muuuuswbZ6NGjzV133WVZFOHz9groLXL27eNtakvsIk+nGroLK8Q6FBvx2hKGl7SY8/REGTd9iRl11SPmry9l05iHjFHaf2rZmoIiyC/tezVUQK1ct8mcddt4q7xBAav7ffbcifDyKbo+hdxHlADnpHUCoXeIX4PDuxejXr7UsWsenmwOvvpxW//AwYUw5I1f8PuXzD9fmStuZnxI2amG/o2Ke8c5HXOeNEHqfc1KbYtRYhyiCEHZpAZyViqk41Fn6zVW6XMihxlyJsSU6Na6lD4D2nf8XWLUpM+Dfm81iarlUarz1ngBu9mBP33cHHbNE6KcRaYtkAV0HknOCDrOtxesNnc+N8Nc/9jb1oEToieHMYBn+p8T53rTEv9v0nxbCwVU+nmQJSvpO5Xmow/vrViXjO3q/3vLfOHuCVF7A5031CiUjD6fki0ZG3miSzHwrZ/QvOfH5mEfDCmfTsR3c5N4Xphfl//jNfOH598NXoePi89FMPB/8/g7qdS0pqiIV9i5gX2agDkQKNt//XjBKREk19jcZN5ZsEpksswTOQYsWbPBGXOaDEWOVvJ1BL1QD/rp43YNxCJP6nyuGq8WZCA5ekSQ+db9DnWCxBtvJqXTlNI/1fCqegAd/X333WfWrFljUw4hCrZp0yZz/PHHJ8fsvvvuZsSIEWbs2EKndwkbNmwwK1eudP5VE6568A3z7NTFNrUFWPekHF0Ovl65lzAU9eDL17cQs5rEgpIOnl7OjAPKx93jZ6aY+6JrvKiSniGYvn7/qzYd6pt/e61FhhfdAJB+NtVA2fM86HdB+cQcZ/DmU/A7oXStvn4rvg2dPhautFOjO6QE4LdqTI3pVl8wvNZtbPL26QJc+e9C5JmCCmFQJFGBvfeF2VHpgpkRr4Ahzu89hqTE5zkO1RvYa9FxRDEjyoYGgo41q22A44kM1BR96Z6J3rGF2CHz0FDTV+BGXsMRPnp9asysIfUCsQpCOZEPSCUuXK9RrHGgKbpUaZCjd0YcP8iikIJyxzMzrDL6tSLhihvxL/yydE223CwnNbyctLPX566whir0ngLc+vR0axiCwysL97802+z7w0dsa4ustUXnG03LlSLLrZ5q6JGx6ZYt7vfoHHdqY4QxgRPutTnL7c+hvZnTq0vvDEhKQLZeIchijlD0FdrGQEr2WbePz454sTGH6qc+9+cJtm8avPfvPjDJ/u1XxWgwxauzlzsMw8CK+f7rnzZfuPvlMpww7pjXWEZm//cdenWePURkI/RChSyW3z1d2P9axfCikdM8hlcL6jJdmeR3uvBnQed4rIOvuXickyqKhpfWeFUvJk2aZKNcXbt2NRdffLF54IEHzJ577mnmz59vGhoaTL9+/ZzjBw8ebD/z4eqrrzZ9+/ZN/g0fPtxUEzBEDFi5frNNWZPg1kIwo4CG7Dc3ByNeza0U8brvhdnW08uZca5+6C3z3Qdet55d2lvsZw9PThWrS95LZ7PIUBB9qXH5DS+qFG4W7x+eExiTsKFQOP2GaOoVG3taqDWKip7Pk0oNNafXGROI9DZjmP5oxCuLXEM6n48S2DUU/XM3C6FokKuYNHvTeGKUTnpuKfLnUkbL9wA1eBf/aYJNy8wyInzGdt6eVfTUwOD1ltCDLK8iEzIenIgXpXzPeMf0Htdt2pw93zPTi/Ip4FRZlNLdfJFiac47DKVEBq3esCmYrrOARQIdx1Px2HIpl/O0ZYhN0QMjEb4GBDEUUlSC47ZnZtg07Ev++krm2qL7FX2eWc8+ljAiBB8ZCnfy0NRWfmxjYEyT5qwwF/95gvnQb5+LiHjReefWeOH1aF8qaP4bUt5D6WFjig5TzvonG161XtnF9YmJswoGJmQ8hO71J6yty9+KaeLPFPucZTlywoYXOEBCMtMf8ZLmlESOVK6BlKfGy8l+aYGTIbplQsC5ENNTlJ5D0mliCU/aA6rqTlavXt3i6NJuu+1mXnnlFTN+/Hjz+c9/3hJ0vPlm+Z2uL7/8cpumiP9mz85OS9uSoA1JAaC0QS+mc+98wUyZX1Ki6BpNG16uwpuvxqu5LA8q7/iO+PcrhXQ0uIfP/eklS0l94xNTzc1PTksVq1OBeeOYaal7yxpDHpYc+kzSdPxuyoP0nODvF/z+Rdsja8zkUpTPVSroe2DRmYBQo2PzeV3X0uiCR8mFMVLbI1iLVPwIDu/WBSNeYcNLeh9Oeg7ZtBzDy0mvyLeBhDxtPJLl8zc4m7inMaQ0B/IaLmfeNs48/MZ86+nlaUPhqFIOZTMjBcqnFMcWWPOoA1d6fOQaWcYKfR50njm1MjmMgxB7IKQGQTQcIjbSuaU54BAbZDAw+owreB4hZZenwkopsLE1mi3xtMcaXtSwDjGehbBg5YbMGkYKKuek69C7jDG4s6IKUtSx8Hcmv9ml6Nhcp0xjit2UKs91OSJeEsMj3fMgGvm7Z6bbdwNpg2Aou/eW/j6iazHLoaWshr49BpyiXTyp34AXmAMzj7MJCHA+ctNz5vlpi8W9GqLadA3zd+Iw2DY3B2to+b4Hsgt6gpabEtjcFL9m6X1Nnr+qbOPLfRbZzlhpX+K15D5IqapSquGWYFbt0IYX9Os65ZRTTM+ePW1EqX///vYfRKbg/3kBUa2dd97Z1nBBtGqfffYxv/71r23D5o0bN5rlywseFQSwGsJnPkDkDFkS8V81gRsPsBi/9bfXLHPdOYShhi6eEKshN7yyWHvKJdfwGT20V8P/3lhg+zq8NkfuVJ6uo+JMTmFBQws4s+B4YNh5JcUgldPf2JSk0f130nuiEHINr6ayIo2+CABVVumpuUIVSi9xxlP8PzyWbl1qo/rmSEaTL+JFb9eNhphcCCn0fK74lFYpSsM973miTr7nhO/u5VnLnDUpevmdGgRiiGTUtfDP+byCscMz4wZYHqOGzjVeD+Ql18g4P311TjqZz6vaghqvH/zrDetB/+ANz4rnliNecQor/5w/+9C4eESWR2z5MXmUkzwkNdL8hlS4Z95ZlBwLBB+YYsy/nydqDc/AXQvC3KBzKkfEK8aABCU7ZOz4HDtcyQ0qpYGIFzW2IVoV8vrzqIIky/n3IWXw1TkrbNogzTJJj4vPRc8YMmq8YE5KjkJoWEzZZOE0LanpCUVYLn9gko2sSWmJ+G5CkWdqHMFlQvIV8I+Jc22bEsDX/jLRnPzrZ8zjby2IXoeQJfOf1+YJEa+MKDU5FgwvYOz1Idy71bgcABH7JHdQOcbb5mzDS1oTvF1Ce0bFDa+zzz7bLFu2zPbsevzxx23zZPg3ZswY+/+WoqmpydZpgSHWpUsXew3ElClTzKxZs2wNWHuFxBCEdUKQXxzTz4h6cGBCh4rjecqEz3uZJRR8zEZc2L4+b6XX85VKEdjYmGtj9Rle/33tPcsKBr0tgCaajytleAnGQ6iYGhU3EL5Y/8A3Yx4dkiJoWUqRWxcjkxA4KRXMSxqTiw0pVt0x4pXZsFTyZvk3d2m8eRtUhjxtfHOOSTWEzeSvL842e/7gf+bh19/LjFz6PP5QRE7Tfih4YXxWxIumzGaxGoYa9uK5fvXY27ZelKbFBg1Ydg46D9IkA0Y0YKgyIxteTeL90pqYLOPXHYf/fmDdI8ArDveXRfAAtY6lsYadPz67I+u9U9EIY6L38MDEOUJRevxayfK0Z7GSQSrcOXe8YGuMIf0MCD4o6LvJ66zOUtro/FuXxwkRobzBMwySTXnmXDrV0HiV0tCzdR0V4fprHsGX5rgk42hfRycNPWC80PmeFSHkCrNUR3zRHyfYqFtynubmXI7RkAOWz4OpRf0Im3HzIRfWoft7qKFwjLMXjB7Yg8GZDLiHMeeG9jfIkoH62xffXZor7Z5/ftdzfkKV0Bzn6883BUNZObGshs3Nfmcndcpv6ab3rY36Sg/g1VdftcQXkCLYUkBa4Mknn2wJM1atWmXuuece8+STT5r//e9/Npp24YUXmksvvdQMGDDARq6+/OUvW6Pr4IMPNu0V3FDxLcUgQQGLeFHhDosEU8ns+SMjXjZtpqnZu1HQhQ6CEmskuLAFowYVew7u0QVWQLpgF7FGuKkxCGOD633xnoInDNCnW7154bvHB+lpqYLjjXgJBtGFf3jJuxmnaGoDhau+VAB6DqqsuiyBruIQy7DVLKQa+tLwyvFM0tul482bLkHPyVPkuEfXv6G4z+jn/5tSiCz/fZI5aeQ2xTGajIhX6RwzFq+27Qf2HtbX/PVzh5hZS9aam5+amnzeHBEBavK82yxFP11z5R4LysENTxTGAsXr//ziYdkpm2xuhpRfl9VQrmkU03U8EaeNbRDxojL1U7eNNz/+8Eiz+5DewQikL+Ilkp14FKZClILeQ6O3jow7SSAlD6KUVHzahuhF3+rYaUusUfTxA+QaZSAMgYjVEbtsZf48bqbp1bXefHi/beV74ooouce3F6wyO27VK1jnktd5khX99ck5keHT5GM1BLlgZb/Hp+TrG5Ym1/DL79CzdWqANzc675fum+lUw2ZxHkoRKVoXCNdDeV5Og27p/I7TkqV047jeZOl3cJoQdX4Ivvq2ZDz2fuWIIz6DHgFjn5czxD6nJas3ZqbhhiLP7yxYbbYb0KM0LrYuutTWOvqWtMzgWnc+967Za2gfc/COA5O/B+c4cy4U3os0Tv4c5SybjYGsi8TwIocAGc+ug3s78+i5qUvMSSP9mWrVjopHvA444IBWq5tauHCh+fSnP22NuOOOO868+OKL1uh6//vfbz+//vrrzQc/+EHbOPnII4+0KYb/+Mc/THsGZ3rx7WkhmnW6cUJY1yFYCChOIQUHarh+8O/XE3IM6M9EQTcQX70Swsdmw2UUsILR4f3j5blJiB7o9pGZLDmvcC2uNANhycKVG8KKh6A0Sl600rjll+TbjLPO5xubL9WQtg/ghhadG6FNIPkEyDWKGzXQgEMxeCymLlxlm0dLY6fIm6ZEX2soDY/3QaJKjL8uqdH2WgOsWLfJ04haohAv/QxeTzBOkDYZ0k8oiyOMK0t5pxGKrFTD2P4q/FyOshyY//wcTg1WGTVecsRLjmr4lF1el5ECfSbs+fJo/LX/m+KNpsGc/+TvxjoKv6MAZ6TGUdhU32CUoQRwcvDTQOSCzmGatgb1g9/8+2vmvLtesOOVCv4hYgU1wt/75+uWOdGJSAbej9tnyzUIXaa48gyvrPpJXxqotG5CtX2++t1wGpZ8vhSDanA/MN4xU2dWIc3L38iaRoUhi0UyPiSjXzKEUuNiz4p+x42SpU7vGAPcueeT+c0tYLErOCXo7/50Z+n3VMSrMbzf06+HosyUwdRH0MEjz65RxtJHi88O5vwx1z5p69ay5AyUO/zoP2+aT/7ObaEUS9oSmxkSdA5v9kcQpVRDSJPkfwPCmRgG72pFxSNet99+u2UfnDt3rhk5cqRNB6QYNWpU9LmgT1cI3bp1MzfeeKP911EQmwcdKsp0+nixjSad+uCeN+Th+fO4WeZHp400p9/0vJm3fJ15/tvHmn49GtLCeFPJy5aK4Nlc77hUQ1DIeAE6hOi37dfd0u3DfU376QeSzyTBLhkby9dtDEYgJLrjUITKp3c4qYYZHlO6mcRQGvvS0fjmnEXqwO8BhDC+u1888rb9d+9nDzaH7FTypvnw2T9OSFI5C/dUuh6V7c5mE2F4wXtuKr4Tn5IuFcb7Iqshw0U6Jsv4oYBjXy4yeSHg0CwyB7qpOjVVorJpAqQt7u/OPPFET9P1h+71Yo1d33zPinj55nIeEgauVNLoAZdBYGD70nlvf2aGGTfdLfQvt8bLrr/Au6K/bWh006pxnM75hOf45JRCHRY0oD5t31JESzoHOMyS6Efg2TotIYwbbaDnQuQtz8hKIfU5mLJSDUUSl5SczTC8IiNesTVeOGb4/pfuednWape+A2l6ZGybm5wMEW7wS4yu0tzzseK63/fL3SzHGDdOYxrS81qwPEg5MLjzh49PMIpD+yDPEIotb6Bzk17Tx1QIZFwQQU6+0+RG16A1AOyfkKUwb8V6+w9kL65ZaR3OXloiNaMyLzaFNVjjxR6k2y7EBEo1mktjSsZW+nxFkhLqnn/64jVmOIkAtidU3PBatGiRmTZtmjn//POTv8FkwEkB/bgUfvBF4OuxEyrK5DVKXUkgNOSxlj7nAA8oNHkGAFU1KuSO53tzo+lruoj3Axt57EKHQv7Gbu6Uhu8iRS3fFKQ6M2njyGIbc9LZyMbpO8ZnO7gRgPjn7lM4XQru7PQs+JF+FibXaCaphu5zhJYGMYYXNbr4uJxUQ6bc5CENCCli3GDtWaTF56CX8zWJzqIv9hleUl0cHOoomyLLn2yISHTGIcWAn5rOQV89QVbUzGE1DJAM5EkT9EZvHfbLPIYXcz41NpuGer8S4ja0bhKbp0vHyg2tPYZXY2OQ/Y9HfrgcgaiSpGxL14PIlvR3ujeshShVb7nRujtu9z1K7KU0wpbVB65Fhlcmq6Gr9PN0eGlehKMB2U2f7XWbQ6yG6XcGkYmHXnfb3IDsoU5ImAM9u5KxUAcgRH3IRSEbpDCusCPAV5eD4wJD4DN/eMmhkXdqnsQ55Z4/y/gFwDGQOlcOCmsjfU9gCECdVEp+cT1ic2NGhos7h3hEiBo/FHRu+lq64PODz59gdZJwGT7WHz74hvnOB/Zw9gJIHYU5LUU3KQu21fWK7JShOc71i9gaL0e+B/agzQLxGz0enTZcbPhqwtsDKm54XXDBBWa//fYz9957r+2p5Uv3Ucjg0aAYjzzfGHlRLl2EKe8270fS2GQ31Z5d5ankq+NwyAg8zYARPqHAF/r6oueaAoQQFTZ0o5XOK5GCgMCMjXiVlB1xyMXP/B5vBN+Pgs0JPWNr8pBr0GhZKOIR8nImNV4k1RCxurjJ50VMqiGPBmUdH4p4cdIJn+xx65KyxyinMMljBWcBTEN6S7DGyk29k1Ls8tDJ09oDHyHPxgiCDt/Y6ZE+MgLpfh1KZo8TIU8DZT6D4HiUE5JccDzg5NwSAQAdk5gmGop4BVP6iMxkXn187pLRJ0YhGBubNDZfXSgdF/QmXEKaNoMsl67nRlLjHSd5nRp5yDUwJa9rbZ13nYY8/PzaTo1uRmTZqX8RI17psfPIdxa7Lv143vL1mXTd9PqFMZjU34EFkffucohCMgw7Psd9LUjgGKrawO+xETBrOAnPFHqBSgQTksEQMva5w45/f+aStWY3UhOanMdxapmgnJUMZHh3/P3NXrbOOdcHfv2MlWMPffUIcR1SNml49mh4BSNezOniew8h5uVQCvVmxhKJ90rLPfg4eOpme0PFDa+ZM2eaf//735YCXpEffBH4qKp5jRc1QLgg6dLkFtu653HP+70HXrfMfPdddIjZd7jbnJp62rjgocKeKntSzZrTLBZYF4vKTpq+FDxV7vW7dql1FCm4H2z4y2lubYRVjHg1OhspfyYS41mojsH3iZs+GE6P8LIaOpE1eYPz1RfEFKcn4ymeG9ituHePG+exiJm7PsUf32WB0Uo+Z+p7LOXF28crJuKVcUyorg/mM4/2uXMqfT4nmpkR8WpmfYF++OCb5uKjdjRb9+mW2ix974A7Z9x7c4/1RR3gWvRy7hzOMlZIJIamVnrOkbdpqh1LMXogKRZ0SJQiX2qLETL27bk8y4OnYeHzgfS/H//nTTO+WBOIn6WdJtD4NW14+ZQ4KTrhsIz66ueK44Jo3xE/f4JFTNweSJKSFEvUELq27/PsBsru73A+2pNKMpDofOAGgM8Bkk4VT19X+izEPmjro4LRa/czurYh1V8aF/+bLw0dZdDytekI71rS0DwrosbnLRjuEgrsym50D/ftLBTu3T1XiNUvncYfTh/k9Ur8+8CKKhledH64mSbNzt8hqjisf/f0fQlGXr/uXZzxzC8yVBbOkU7D88nfYFSXlVL08LyH1NryMM5u5A4lGvEqHudkRBXXNDfqad1oe0PFyTWOPfZYy2yoKA98wfgUDsnT5/MUB/Oj2YmADQuiALQHh69mAATPG/NW2HO4BdmN3vS/ZmaMuakQ7rV44S6gW32do1Df8MQ75tK/vmLvS6KIl9JkrOEVEMQOq2HAy1wat/zZuo3knWR4TH2NY52+RhGeYD5O+i5i+3jFbohZoPTqdFTpFAN3zKHailD0Jc08Rq/ZnKv5a1YdWKiuj6/hFLlGhrLpq8vCsdNrQ6uEO5+bYT5269jieeJSDWMpr+05PM88lW5FN+YMOnnfxu2uAxMtt0KKcFbEi75fqf6URpfzpBryNCx0xNw4Zqq5f8IcJ9IgphpudFOkzrxtvGUz9JHkcJnSu2u9S7Tk1PiVjvv+v163RtfEWcvsfKHyT5LBSdpimSlCvrrAZGwRKdW+Z59V82gp3D01UPbazfI6zK7xkmXWeysKirP0DAtGrX8d8s/oOYDsyo7Dc17p/uiYsTWNFOEN3Tcfl+2RRX5HQ0Eak69JfBb4HPzuAwWSLx9SeoSN2pLfAxEa/pw5Pb9vb6XzkDtAoOeXlG0CcpXPox52zTaLe6mkZ9DnmEVqJo2vkGroOsKTe+KshpHkSY3CZxKdfCri5WnH0h5Q8YjXqaeeai655BIzadIks/fee6fINT70oQ9VbGztAXzBFOg+08JE8vCipy9NsEC9nnwDMV6hIikU1PC6/tG3bUHkNafv7Sw+V5Fx78fS25OFvoHktUveen6fYBTQMd/05DT7/w/tM9TpC/Hj/7xlLjthV1FJ4ekzdMMbP32J0/enJDiMFz4lnCpseVixfJuxrzjad0yM4sLvAd4MJzTJyAT0gm7goY0pxfxFKJD5c3MifRlpdty46FZMQaJH+VINyyXXgPOl6xpjGgrHKZu+uQbpMNK4aDTH2+8tR8TLp8gVruWJ2mbcr88I5wXxVA7C86TRKT7vwUMMx0MUUGwz4XkfEkFPVs2dN9WQKXFjJi9yWL3SzZb9Bi9GE77xt1fNf798ROr7NkWKPWY4H71PYNr8w9iZ5qcfGZlK9wNWsS8fm85S8Rle1KmSN+KVvbbi1ruErLkMewp9xzzyEtMQvHBcXB8vMHCg9lVUvIstWnxj5/OfDgH2YRiftL+tJkaxSwFeOvbdorygafulcWVEeAPj8hkp8Hzquvozb0LgkcFQGxLe88t+365Dd8zOuVIRPPec8KwlXYjKRfodSnyGz1B6jlJ6Max5KcIMMkhah5i2Z8dOrhEb1YV7dxwRTgYSG68n+2ZjRKmG1HYk5CRub6i44QWMhoAf/vCHqc+UXCMbfONHTxGyuvk3lCbTu1vBcIC+LbF1Bv5EOVnhpoYXGF0AoCv+1EEjPBEvdj+W2IKOO9x/QzIwJSEGSgm9FDRMht/POWS76BqvyfNXmk8wWlZe0L7DoJ62WS54o33jRtBjUkIzkD/tp5MXL+Mtes2KnjjDwXkADZRZxKtcgehLxZCISkD249AdggV2P6G0L75fcQNWYofyeV6zDIdgqqEYYYk3RELplFnU3fg5Pk+nxot81cecKV3DNbzk8/GxhgxNaFHAiQaymBELz7U2uQZngONP5dN3vmDZT5/79rGeVEP5fUjHZq0hn2OC1/BAlALkJ3ds4P1IKVJ8PHOWrXOyG6iBkq7vc2UlkOQAoIcZPy+0QpCa6NrsAOEGqXc6b42XE30Qo6FN5dd4ZURvS32LcOx+b32+iJd/P5i2cLVIzpC1N/PnxM8LJAVNWe/G4yiB6CZ8V5JV1BkVQ95B9xyM8HHAcV27NJW1p0hrYzlj/KTjlXSGkKMplNIJgDUrrXH6nGh0iO/By9ZuEnWWgmPZ/RvMd9lIT69vXvpBr0H7qnLnAp/LPAJWJKqO6l1q/97IM4bSTnipL2aoHrm9oeKphk3Qm8DzT42ubPDNDzZviSSAC1wsiAbD4cV3l/nzyFM9MDwDAcYdcaFvEoUdXYjQPwaNv3TqZKPjrcpKNZT+5otAcIFy34uzxY3DCjHy9+emLrb/f3mmSwMuRbzgVXAvoa/R8DpPnw96Pnpf0rGhCIP03ZQgp/Uzm+IiXpxcAxQQMOihX4iveBrA93DH2CJj5xsbnNOXq87fn+ONZdEHvuH5n6PJfCZ5vPJpR0ltkNVQjHhF1O+FrsvH3bOhPq0ceFINs1jBfFGHUHQttDGf+ttnUwX9WfPdRrzIY00/l/SDAUMHlFCqhGQ18ZUUUbqO5Toj+aUUegK5n0H0Q7oGyGUuIwo1rmHFNxQVgOOkiC4Yb9I5fMqhJEOpUyl3jVfW2iJ/yuppl0qHioh4hYllTCSRT4jV0P1swar1YhSjEIkJjcWN0vC5BKRHUl0fJUNyohRNrsIOBoXEBMz7vaUUdWZ4UXnhi3hZgotAXXUInJVQarVAxy69m3DEq8nLHglYuc6ttaTXQtBXx4+F6LAUKZeiyZAlI6UaWseK8Mjou6b35bQQypCVTqo3q+GlgLrCn/z3TfPeCld+bCTfuXv8TNszMPksEPHi9xPST6odFY94KVoGLqAx1ZCDLx6I+Ow+JDvdZSMTAD5FTjJkuIclNB6Igp198HYCWYg7npCnUPK2bvB4hHh3e4QkxOCZ0uf8++ffNXsO7eP1RANwHOAtTRleHsWDFoumUw3ze5NC7GkxqYYhjxJ+C3RU7p0F5RUjgf17uKnDFDQiEXoP6ajc5vj7CaUaBo7lpBDZdPImeEyorkcomzCNHqYxHDc93drIvlkS8DLg4YQN340o0+P8ym9sqiEHvI//vTHfpgCGPMwhOFEzlk7r1kuFFWGqoEkMX777l0gQsghqpKgDnreWtWZYtnajSPrCMwHs31iDXYTPmcRTnHhKIAKUUD5mYIuV7o1HZWLq3rLaQ9CaMLHGizohAq0MAHxomSyf3PAKrC8ua2ifpBQbcCDrAJRjcR/KqDVO1Wo3p/diOdVQJsBKR2I2ehwN7jvhEZP0uJoz9YOC8VRflpItpf+t9BheEkkNROlDzuc0WYh7Ttg35foqeZ/i8x/2T2lflKKY8OyliDavS0es3rDJcepAGvMZ+w9zZAz0CDTF9j78fvGa8j2517rj2Rn2/9DO58wDSxlOG8m98fo7scbLNotPkwHlMcarDRUxvH7zm9+Yiy66yDY0hp9D+MpXvrLFxtUewden9aBLES+2Bheu3CBueKl0hshNEv4aG/ECSBtL4fwmtbho01zXI58+FscAxg7ci/2+zzPLxgBKlFjjJXjQ7n9ptjUU08c2Oc+pTjC8fIplWDlxj/X1jImJeIWMs7W5I141qYgXZTB7dc4K9r2SMmKNbI9tFyIA4crh0rUbzfamp1zjFTACuCD3HUsP8z0Tei4xNdBneEENiaAsO73hAkX0dtwtYIzDeYpMVb5U3lyphhHNutEj+rk/TbA//+Jj+2TWmUgIpdyGopC+tbHaF/HKSP3M05IhFP3ksmLZmo1iSh9XYHFcXbtIzqQcipknQ4HPOWCLle5NIhvIqvHKispmGfI+VsMYco2secGV3VDaGZXfGLXGusJQxkIqMrVBNpCyiK9C8x+NnMxUw0D9LxhedRksnlmpajwqi/OC16XzfT8PuQZ/TiEDTzJQQ6mGn//zBCft2V93JRvOod5dbvqgZHilDTpbBiFFvEjv0T7d6q1zFOoH6Tr86n2vlCKhkfPKfu4h4PHJ1JdmLjMfP2B48vtdz71rPn/0TmZrqHVh8NXIS+80z5yoNlTE8Lr++uvNWWedZQ0v+NkHUNDU8ApD2iioxxYVXX4cpBqKG2dGHrlvk7QeiYxiTgpp04eFlY7ggaAmHk+nGzq7d5ISCIokjB0bGsbUOIC+JfVPKTRQdv8GyrIkZ8RUQxbSgHuSDFiajsOFSjkRL6/hFfC20mcVVjAL34OpBkqYj8HMti0gm2ps00Yq0PltcBrZBaROIBTB406AkMLnMxgKUYV024HmHOlQFHi+EMNl1lxw+3jli3jh5z3EVMPScSFnTGg8boG1e+0FKzek6K7588syJJ2UW/YOwg4k+Xw+RxEdB3hygZzk9nPflxndyUoTpbDKsuRkqMlmQCzJynRtkJeogZwAovdwTiniJaWRwxoW0+E2uT2QJOU+1ID7i8fsZG4cUyBAyvKwZ0a4xVRDF1kOrqyIF32XknGFdYXBPl5NUmRKfrb0eotXb8hF+sBrlSVHmc84wHGJES+2v6YiJk70yJ23mPrGsx94up+P1EgCf07SGOmxkg5Fr33bMzPMl4/bxd47rzWVDFyIeGU5H0LzBhw3srM4/U4LJBrpY8EZh2sD9EHMSpH0sQdfm+ecN0/WBH1noZ2GP48v3zPR/OVzh3jPlyZOS7/TPHOi2lCRGq8ZM2aYgQMHJj/7/k2fPr0Sw2tXkGpaqCKHmy6fyEvWbJRTRZgnNauBMsIad8I6gIJeCZLnba2YKpimK0ZIoWf8W8+iIgmQlAlpE7IRLzHVMD0uaBjtSwegYyukGrrKkLQpcqUBw+sxNQKSYgD37MtrD+Vlu2MIpBoSwzIU8YK5RCM6DjGB4D2VxijltfMalJgaL9h0nP4pAcvLWzvkMQSyCADykmvQ3jh0LHA/L5GaTHtsC2q8cNy+iNfrc1eY2UvXemvKfMqqNJ7QBg7edOk7Pip0eixc7+O3jDX/emUe8w67x1H4xgLKpWQY0WcMeOytBd7IhK/PWEwDdSkCHdPTSaLBDq1jSusN0w8VM8pwh5D7G7otQZxxZTyTkEedy5KsiFcowi0a7QE5GhXxStU8++ena8Twz/zrAuaVry6P7k/f+Ntrdi3OXLLGnHHz8+bRNxcEa7zg2Ugyj0aDnGwIbrhtdHUL3/y6pFizs2LtJvP81MWpjAE6b9Eg50F/eHa+usosSFEs315WcGBIhpd73BX/ekNU9EUD18MoSJ0Pc5auM+fcMd489uaCdCN0qPHyRLzwvD2L8trWsEuOFTIuiOB3KzpHaY0XAs4p9SIF/Pqxd8y3/j4p9R16/zFrgT+P8aQnYWosQtScRkpHb9e/OM5G869X5poHX53X7hgOK06uoWgZ0uFXTr9eLExkawJSWCQjwxa1Bjx8vrUFgoIK1JNHDgmG+KVMQx7yttdn1Kq+GpRSJKnwMwoa3xhgE+LXsplvYopA2qsFv/soX/FzAGxUqRovVjPm68Qeil6FUqxgXKf85hnzf5NkJjhf7yNu1IQiXiU2PInV0PWCOfnj5DMppUu6dqoGghnSSOcPgp+PmRsJ1BgNpbFRBYsfRr935b/fsOknPD2Op3f51o0/4iUr71f/31vm7DvG+/tmlR3xqks9W1g3H77xOfPJ341z5AywblHw5+i0LqAbc8BB6VP+fDTQ9Nk8MXmheeHdpUEPd2x6G68p9Rn7gCWrN4jjo0aGpBD45p1EDgTnklaJ5GnnnvqQ44l6z2H+JYoZqQFxxsyu5fPKexsoByJe9NQSm1/IkA0zavodILjkfvHIFOcdZhGWcGdWSIY4YxXeFSqq/B7gWfmyUfixUxassiRGE2Yuy0xF9aWX+tLL+ffhOEmccBn73NQl9v/f+9fr5lO3jw+Oa3UxMsPTrbkBn4tcQzAwfYo5NZwwLbTgAHGv98DEueJ8klJrIc1Pjni5cvqZdxabz/zxpfRz3tQo3i+8G5wz4PgN9bOikVoa8fL1vuJNkhHXPyb3Z5WODfnIsvahLMOZRvhxr4K/gZH/5Xsneh381YqKpBpeeuml0cded911bTqW9o50ypOrrEjFigBogCl573m6C/c0+dYP9/KgMu5L3ZE8bz5PH01dg40S0pLOO2yHtKeKCDxI8YBIAhiRkuElEXGAAiIWogsbHhiJUiNQHiq3qXgs1dBbgM68zbZmoxgtaxauA4xB4OXnOdeQy419mvKmGjppYiFyDaossYgeBdymW0y9yWzVu2tm00bM6YZNQyo+ppi6sGB4XfXgm5b4xHc/gOVrN5oBPRsyNwOnliuwZ+D1tunbPTV+2ifOG/HaJEc0qDLz4rtL7e+wpqCvEgcl1+A1aCFjB+REyPCyxzQ1J7TmNDpFe70EU1EiI14+ti1JAXXO3wh1nHIqsW8cYbITX6+jtAyBZ5Id8UqPzaegSIo1eL9946RRZ/jZN3ZRMSMEAuA8SSJegqyU6iv8dSjZES+uBFMZ1FUwvEJMhenePmTvE8aHR4MMWLwamkAvN/9+dZ45ff9hhc95pIQ5IuE77vWNFyH22EffWmBG//gx2yMtrbjL6WNSjQ+wAkqyHp5TXbEPYfL9CKr/W5+eZv42YY6587wDUmsE5IxM1CKlVjfbSIQ0LnoKuITUBgGuQ58fX0dSunfI6AR5QFuQ0PPisbAGNjVuLkSW2IG9u9V790M+n31U7l6nRvE+8J7gq9I6pCmMKK99OhZ1FlsdpOj89TvCieGVo044Vr7Hsq160zfJ3MWoeKFcpPC5VCddzaiI4TVx4kTn95dfftls3rzZ7Lbbbvb3t99+29TV1ZnRo0dXYnjtClmbHBZ/cjkOaVfSxgkCjyo7QI1K4VtcNo2BLHQUDPz7oXH7mXhK53h7wWpz5YNvmtNHD3OiSnA+mn5T8OIWmNpkj5AQzvZEoqQNa5XHK4npJfhoQalJR7zkDSzVGBg2tGL9qcS8BLnnqXN46PP5MQiuUNF7CuVQ41E21ZBFvJzjWFPWY3/5lPnNmfsVGlgHDC/axJhPU54ONb9IScyNLvQ+UtBoTdDwiqiVo1jE6i3g3WF/k9A5fHOOGlPwHr5w9wRz1/kHiuegRgb3/IXGTh0KWOPFU+oogQkCvgL1JYP7dMuulYusAXCY1ZxUw4yIl02tliium7z1k3gPEgobfDhik0UbTclOpHYKIdIbyfstHguKddFgB8cHyF+p0D8Y8UKFDwyven+qYUH+FX7u271LsUGsrMTFNFDmzgF6z90Eplj6DCHCs5k4NXz1cn5yjcL/B/XqmhhRb723UhyL1EoE2IB9Y+cIMfDC2JZu3mgu/vPLDrEMXtOfxun+DdL5aH86eiyvvfVFc+l7hLpL+Hf9o2+ndAaY11KEF51bvbvW233RjsuT5i7VN6NRxOFkX7A5EzK8qAMWlHQYH+wDcInmQJQZjoVnIT3nng313n2VG15wP7IDxMOISyI5+C7EtUWi1PDOoXYcZIbPSEv0I+pYEWQBPJdQHWMIdJ8MbZNy6myjfE6hfpXWeKFuSfeqkBO3GlERM3HMmDHJv1NPPdUcddRRZs6cOdYAg3+zZ882xxxzjDnllFMqMbx2BWnjoYv+A795xhx33VOpVBlQJHzMgjRKsHyd6+HzrS0q1GERoFdCLNb2jLvQs0sQWEKaz3vL1zsCE7+fsAnW1iReHilNSOo3E9rwuNwA75UYMWzMTjW0Ea+IJqJUMOHjQgHjE45w/TyGVzhVpjGO1TBgeMH75K/6K/dOzKzxopstHyNXgkH58IGm4WGKLSLk2Iv15Pm8jrFkDj5FlY97zJRF3mtTQwXWm0NVHBhzIUptUh5UCVyRojn64TqXuOeICluqxisi4iXtufz5czpp31hAjskyKL0WwMjNinhJRf1NEQojKLElJS5cW4Lrz0dsIclg6ukv1Hj5Uw1pndNZpPG9RNHtm890zfI2FfR5SKmG/Bl+/19v2P8//tYCcw5LZaMI9fG64LAdkr8tIVEsqRaL7lVPve2uw6D8dOZ+4f+SsymdFic/Q1q3tec2fZLoszQCTmJROG82uQbtJVaKiNL0UtlhCoB9DvdiL4ugh349b5Q05LSjDgxMyVvnySygzxTnnkRyA2P0pTtyJ4+vls6X5odjtcZUUVeQ1yyNYtUkhrVEmMFTDTFzRkzJY2zOkLrqM5xbM+K1lOzF/JyldjzpmtTuRSchfZ5ZTtxqQ8Xjc7/85S/N1Vdfbfr3LxTMAeDnH//4x/YzRRhZxefL126y/Rremr8qJdR8IWXqYVwRGfFyFjrU/SQC2EcnL3jONvo2bVnpwbEkigfxVDnpMz4hxq4Fv0q54NTr+bXjd0nSAn19bHiqIWc1hFPF5KxLlMNoTPq+76PP95037LENRbxKmzIqiRKkTR0hbYTu9QvvIivVEJR2Xy0QV9qosI/1lmebXWlFg5JFhCNesjIkRZ5iCoh5JCIY8bLNQ10vog88cj2B1FTFRryChheRE26rhAzDy0NUw5GOBMrHSSnIPqXJGkUZNV484vqDf71ubi/2t5G8x/iMenUrKRe8l6I9lkT3qeMpduzUe24Vs4CspM8EIk1opElK3Aavcu9XounhouHF1sK9L8yy/7/wDy+l2lW410zfC9qwuw7pba796Cj782IiEySGOmr3Qtqvr+VCjPyW7q+U6lZLHIByqiG+c0yX9hMoNXruJW5+FFLeinOROAFkBr3GZM/FebvKk1bn60UVk7lDIUX53GsUfu7VtUQaJJPUlJ5TaR2V1tbuQ3oXxrIhoC/xiJdHhlDnEoWkN2U6S4hzWy6lcI20kmNlcyYjNfT2uvZ/k00MfG1X0mNvija8NgiZGDTihcQidH1rxCsnVq5caRYtSntz4W+rVrnGgiKNEDMbxWKWIlEo4M0WJFAT4yCgsNAoT7ekxksWNpIn2JdqKG0MoKjhoYnAJMIGgilopEiGm9f7J6XaEEHcu1uXZNGHyTX8qYb4/SxIHlPqlZOAvctCwOaehfPGeWxTSCJehXs8/7DtzbD+3ROhiPBFPGN6NHGGSK7EUVnra1uQMryclLk4wytKsWcKEK+7CFGISxEWKcXMt1GlxkIU4qxUKL7B+cAdKLOWro0jKYncmGm6DNTdAImIRFIinT8mNYYbjs2hiFdE/WVIwaIRdqqkwzX/KNToIQqedpPy1PscPM2i40mIeGV5xMF7jp52X/ogSVvCuSIp/b76VfqOIF0c2NJwntLjpab00l6R1XTZdy+ImmK6IZKk+M7L9yT4kc792FRDPEwyvDgTr8/4p5EYqDkKpQZThwQq3eDYlOa2FMWCOVEyXkrXkr6P7wdsIRyXtzGyJYhwlWXfmqN4Y95KUf5dfvLuwTmIc9WXzlhwwBZ+Rp0Fvotr7tjdty6cs7FJlAGF8Tc6cxcJrmIjXvh9eBxZxhSNBJUcy1LkuVT/hGUXAGm60kg74vlpSzJlb6rtS8BFiXrAmQcON/17FHSoEOtyotslsq10P+gkpLpayBCvRlR8tB/5yEfM+eefb/7xj3/YdEP49/e//91ceOGF5vTTT6/08KoeuGAgTxxJCyTwSR5MNSTCHCJmFL7FRYthYXNGAeITqKJH3+OxlTZe2gwSr0U9eoVQvJ/JJ49nu2BUFn7GjQWEoI9eFkAFpGR4SbUfMTUCWAPh876BIIxpoovfDx26jlCac+CTw83silP3Ms9+61iz89a9opWfbMML6+XkiBcIW1QKfEKcp+w5Ea+mfN7qEPhGCRTPsX28xIJ1YX7wtegDfRahoRc28sLPsDGHApBo2OJcnk96cMWSa4TGwtfdrU9PNy+9uzSTXGNDrOHFDEffWWN68GTVctA/UcMrS7mkEQ1X2fWlGgqeenHssuOJpmWH6OTteYvvob6uJNulNecbAwewpd1RrFGl4xBlZfEZHrHLoORvvtph7qDx9duDud6/GDWi6cepVENyP6gwUidmfKqhG9WiSBTKJDojywQ3klOKiErySYwasCjYPsP7eccODH88Xc/ORbFZLxoONYlj0md40TTTpIWFZ81RAAHKR295Pvkd9/mjd9tavPdUtM4b8So9J1pfiPszRvCkLAZ+/w7TIJHfHx09LGgko2yB+V8iOZKNKXx9WdExaqTBbUsODTp+Pt/6dOuSKXvT9eL+40qNssOOm7RDsLQm8J2jgUyd1+0s4FV5w+uWW24xJ598svnUpz5ltttuO/sPfj7ppJPMTTfdVOnhVT1wcW3Tt1twceEkx4hEgbLU4y0j2niqmDiwuEo9OUobedaxMbntPkUw8eiRGodGJxRfZPLJcS1JiFFPI3SBR8iKB9L3h5UJn/eLj9HnMfV93+dtk46bvmi1dzMBhPK8EwWGkV3zyIk0Tky9zFJE8f6lPjf4bHt2DT8PbrRjPQd4uUPvAFJ18tR48TrCGYvXxrHobfKRaxTO97mjdjTbDewRHSXlBlpsqiG8kpD8WF00XEDOULkAkTAuI7JISpC2OauGCvqzZZFrFCJe2U6M+Bqv7ChWVsQrT0NfnzFFDa9NYqphyRlUiviXDLdt+3VPZJXMakhkZZb3nJy3oDj5iZNiDS/AQ6+/Z/9PxyF5rvEZ7jq4d+L4WrzGP+dC8hxHVjAS0tEZiUIdgY5N6IEJzLqX/2OSeeu9VXHOm0CfMtxbemJ0hvWwoufD8aGBE4p4JRFRdEyS+XrxUTuZfYb19Y4djsPXiAZFIUukKRCxqUnmnI/Bj64HvF9wMsXMmemL1iRGcmPAkKUODDRm4bqSck6JHKjOgvsGkM6gvEpl/7D7p+8W1xzMmbMP3i54X+icrM1gF6Vry+pYaKR5ItoOeU5AH+MEMgB4zzHshnR/LbWYSR+Hz4O2rlgRiHilnUq0h1lh3uB7g/ouyLppT6gIqyFFjx49rIF17bXXmmnTCh3rd9ppJ9OzZ89KD61dgG6IMYYXeHBAyeG1ID4AexnSegNC4hE3AUqukXUsBd0Y7rvoYNsjCfKNvb06ksVZmw6v19SY+pCwIbU1yA4Uqgfr3oCCvi5hVJIiEKUaL1NqoCwoEz62Mj7GVI1XoAN9LLkG4PW5K20/qNCGFzS8iv/n8g4NoZBCDe+N55VLgJSem5+clij7KSFeU1MUwn4jiht3YGjCfR3x8zFepSXFxhehR3IDb8biAsU9wnerdkORvMi4loiCGIoe8jWbdV0cM5UfMLd9TJaY1gG1JZBGCYYMvENo3AqpY3mKrwuyqiYzJRbYKrcfFN4HCn3+sl9QuubOpNZ+yCEjzeOCpzh8D6HGwSEHD64jkImSXKcU74njiURPP3vEDuah1+dbEhTolcRh06k2k3dfvIb0/qnCD6IMDS+f4ynLoYJANkop5VFOZQPFvovdt2L2LpTnwMQoGVZwLtpLCvY4/jqpwQ2piTDXYS5BnRnWmuXJWJCIiDhFuI9Zk6bQlVIN/fsAniLpe+QQYMlpj6X7bkyM4MRZC6yGUkYKpn7XlhwGPlkFBj9CYqeLkW0QqdxMag6xbUxy76TWmxqNzR49oktRt4H7xb0djSnUZYBmfukaT1ZF8Vgw0FCe0D1KMg4p0DEMzw/nh1yLVTLmae24j13UTTUMRLyEyD04VWL0CLrv4hlgDadYZZ2oXn1yDQkO0ySNeHnWUHur76qKiBcCDK1Ro0bZf2p0xQM3X0gBQeYaCSigQRChsswZCyXAgqR1MTj5Q1Ec6rnxISv9DzbFYHjc9nBIp9okqYYZGwutB/vvVw43Q4rU2FnjoukAK4Tnx1MNwRMj3YcvX5zi/LtetF5VAM/XlxjF8L5iIl7PTV2cafiEUttQf+GepqxaIZxTsDll5ZBf9+jb5r+T3kuREeBGDYoSejR9higCvZbgrYa+X1mbfd4aL1T+hw/oLtZ4+aI9vlTDxPCCqF7xmYbq5XyGF02tCjXRLSjfdZk1Xv2LHPmF/llNQaPLHifUuVhnRGBtO32yYmq8Iub74lUy2Un/niWlvEQO4ScQ4H/LYl2EHmjQ5JPWjfhQqKUq/NyrK0Y0ZMp66hXuQVMNiyeosyQYfo84njtGXlNGMZoqJJJreJo4S0Amsqx5kSj2QN5AUuxiwGsTS3KrZLzA3yCC9qvH3jZTFpSo5bmcxpowSFeG/olZcNOVC/+X1hhPVbPps2LEq5RqhmOXHAKp+UGMj9I+VpuZfiYxA0rzHR2E1hFWPNZHJEFTqFF2x0byadsOGs1Jt2shqYYZUUTarJf2u0r2mJrS/XtTDTeiMVQycPCerNETkKv2WkRvymKFpGs26ZUqkuewPn0h3ZA4Da88dc/i9TdF6RE0NZlHWN3jSoZo90CqMk/PLjVLlnuYtUdGw6oyvBTlAZU2Si8ajEYlUQLIbY+rGVlI6jlKG4ifMMIWiWawpEkbBg2lF+jgwxErnsPuhOIzPE0F6vqiwCQeIV/EKykIJs9PMkxK5Bq4McgpXD5PJQd4VS3DlIljNSywVWZbCpsilCMQ/j7jLEkrYH+nee4h+JispMbIHJL3jNZpSOjbvYGkzGU/H6nGKyabARspg/FD0ws5OQq9jkS8gZshTYmKNbxoT7GQwkdTTCiluATc3CGVCD2M1MDLky6bVXOQXNND187XcQxDKO+zhlMAFflkvE5KS53Zaauejmw779DtzUVH7li8t7jozgMT55qJs5Zlk944qYalaICPxId7hWmKFSgjiRLomTc0QyH07guMYiaVaugj16ARyK8eV2CBlYAGB6W1l7IDSjVEpZqb6IgXOy6J1JuCsYnX++0TU82vHnvHXPKXV53jqYMGmQTh2jG6HvZ0dDMW/A5LqlBK78xGcprTES8pbZaSa6BhTrM8YB8LrUG4b572us4zFyXD2Oe0c2q8uqQJQgb2bAiy5OJ7L5UUFO6F33uipGOqIZDUiD06GUV78Zkkc85xtHrSJ8mxvFbS6jEZEa8SWVSYiRmQROKIMSUxR9MejVnRTboPH7bzoMSRGRPxoimlvj3O3iN5Ht0znieNinYvzhGpjxdCI16KLY6E5pf0rZJAo1FZE59PaFeRc71gFFTYZKUa4rh/fsYo86libxirjNOak2B4nLI2lWocXArVUF4zCcWTY0Xq5c2u9wiF+XLh+cHGBspslheXbjb3fOYgse4FsWTNhqBQ45tAjMAMMhYS+CJr3lTDgMHt5MB7iAliUJrLpeuFatUAfbuXjJeY1BbKmMQjqyFsVfSKg/JJo3A+byBEhCQDlDJ/4VqLZTWkNVe01jCTiTRwfyVjtzap41hQbFwdAlUgXAUn+1nC88uaI/CcQ/3mfKyuvFYGQYkN/vyZg8zIbfs67wOU762LtT4xNV60PiUrMkfTB2mKlNx8lJACFN8bPAtUjAuKdViJw3UAazi2BoQqTr4UXFSuzz1kO3M4IcTwzSlat4KyVQJcO0lli3RCpMihUC4XRTIaMPe/NEceI3GQ9SmmLMam/LptO4xXhpQMr9KemtXHKYmIbvBEckjUBxVVmyXy/+x9B7gdVdn1Tm76Te8J6QUSEgghgRB6CU1EmigKFkD4UFAB/w9FAbtYwYZix4JiR+VTFEKXUEIPJQQIIaSH9F7/Z+2ZNfPOnr2nnNvOudnreW5yy5xzpuzylvWud1cxYzxglKgE7dU13hlcwTjqmrNWyWwGx5Hccx/85DFqn1DC3QaKichAqLkHSXGGpAhJ+v1kdgxjgns1M3Myi5dX4yUDzsxiFcl4yf0sFtfIrlnGNUsanu2cZFYwz/kjeoaMBl1KUaCXl22ftNmhMljameUSBTJe8TXG2V46Y7WqaAjU3hl7JFA0QyQ32fqCjhfpd8uFgcW1q0/XDoVS5nno171jFOFKSxxnbAyWHkTJWoT8glJSioKoVFqilEgYNIL65SwO3RlHZ1xy8nweKII/dExfa6RXZhxj5aW82jl3mwCJog0S0UjTCmYvjF+T1mICBs4LXzhR9QyVwTYLCtV5hwyLZHuLQEYII6ck1/GKjaZijpd0moL/i4xpbBTc7KVMtYufnicok6C65DhekeqapSGslWoo5oumxGZcX1wvEN/LJWuLOV5m6wKci4tq+L5DhqvLjhkTRbeLSBpn0XYZ0EDGztZ/6eh9+mnxEhoLiZ5VFjqWdDxcioOEnNOgHOYFRCQdkc8ca4/ZcDgluSyemy2L5Xa8ZMF7XS412MwA5D2PPDobz0vWonQLHQobdEYlqncstn6ZWVlTFIiOl005V1+LWCuiNQRjusBn2/olWrMB4WdgrEbj1SGYkKYa7rA69AlVw2h/jYMKQVPdrIxXPG/rJV3PRosW9VB5QSJ5n+nQyfGZx9zBsXK9xGeadHeZ7YuojwUaOgdlAbGTyfPJy3gx8CPp2tKZKlp2kVAqdFIN09kx+zlJVcN854/AuGKQblUBARv57GwiJSZjIlmqsd1+7pJqaFFsxd4hA9U+4+XR7EgWxxfLeMXFjdmbF0UNllsi6PWWWp5EVKNDsaEVRGNiKoSMrGYtwEFEJ/iehlBgIIj7kbHY6GMpf6+jUkkjBQ7CD8890FJzEzt6LkMqSV9w0GdCowe1eUCW0atrKcJFLS9ypamGBTJeRWhiwBtGrVK6gXKbQhkvKg91EQ4uN/HLZ+ydonzZYDOC68NxuEo4G1mRPBg5RepD0AAUNWYzX1yWaTTZxjODEqgnI7hpmM6bdAZmjB+QckBhIHUt6FwOCAMlMrsjs0wmAjUxlZoDmdcHgYPQAF1awPHCddNYkPVkrkADjFtmmYI6g3wT19Wknc+dn2UTHenfrZO6/3+PUd99z+SUcWlzSKThIJ00jPv3HBxk7olr3j5efezYMZEhWmRe0uCjYR1cX7bCmVxrN4l1JU8BVRqXedRPGdXPq+OM61swZ+sKZC+K7WGadptjSOc6XuH/nA4cyy5II5+OF4zIIoI7tlYKtuuz1dpZG3aLtYIOKJxca5831NCSbif3V0FFzdpzZEAoqvFyBBqSVMO6bMcrrIeSmQt5rTivrCCkdrzEzcf6aKubNc/dWRMtmxKLeSDriOtzAq3y+uNgx05n8CYrkJhVt5X4LJ2xdL8vrp8OeRG6o7z/cdaySMYrzeqwjSsb42qdY93e7Mh47XSsy77Gy6OKxTXiCctIk2vgEwMN6WizTmNUWP9gLiB5EVQJGZmVPN48x0mKayRkYBN1ZtnDm3tqUA+RLPQ9eeIgdcKEgYnPC647juq5sHVnsnlhB8t1yMg0kLXZ6J5lBTNeLh6+iSwJcFnPsHD1Zuvf5TgokvGighn/LiNltgJpG0znTAcROhalGrYvfO3Ag/NWqu/OnKcu/OXslLBJFnCZvHfJxqx8jzpnRP2Gd09SIw0VP1lTuDanj1fkeBUW14izxkUis8FxgbJcUaph0kiOz8VlCATKdbFxnacamEc7w9zuGzrCrnUsKbkdG23Bmmo4+yIqHcy14NhvnzNZTTb6IkknFbQdMzNhq2XhOoN5zrXB5mSAohoJHdXFxzLbVKRehNn9MlF5ff0lMl7mnIG89vhB3fX3uM1JgZd0IEcCS2TRIERch7jNkfFSKQdXwszqSTEOZNuymsXa5jY/N6v+JVkjZG+BYo4dnfFyOPQcS1F/MFFXm+dsB4qnKkVVzOvjlZfxkoGmqBWIuE825s53zjlAHTq6T5QJkkuCpNRm1Uq6REhkraTsuRn1JEWgNadXZFzjlW73gmeKr6z9ncdKyq/zmYp7XVQ5uujabtJ5i2S8pOMV7ZMZDB9JNVzrdGTTypcJNpOR7avLKNOoVrQqx+v6669XBx10kOrWrZvq37+/Ov3009XcuXMTx2zZskVdeumlqk+fPqpr167qrLPOUsuWLVOtQlwjYyGVRbWdc+Q8CbNnD8BlF5/3/fccqL797gPUYWP6pNLrRamGcgGRWazcjJeQjpebe4JqUzC9LsU1uAnCYKsT0TSKHeD+5VFtJL/eVePFjYDRmqxrDRyv9LW6nrNJl7TZMjIboz/fOMcRYe+o11cmGwGnDFfj99zoTPA6ee9klgILZxHHy6z/0EEEimvkOCW4b/wMmcHl30xIY5cZpDyDU58TMl5szLppu/rb04vUp/78bBTBNMeOFFmxOaB6IwwNvjUFqcF4tgzIyFpDCEMApHtqIQmpfFXAsQycCdZ45d9H+ayLZLwwTlh3BSPLNPRs60pW9gPn2zesyZJGeNS/LJwcRSKr+tzF77DWyBpb89nhd8y0wsgwjSlbAGezqJfhtVpVDXPU2PDZfD2dQ8xprNd7D+hqBKnyA2UJJdG8Y8O1Mqg7Th576v6D1f999PDoZzgYku6aBZ39ZR+vnAw354IZZIkzXiHV0EFtTBXwG32/zIyXLegug0Fy7JtI0tLS9FDWQEtwjuB982r46gVVMK6hzn/mrHOKGihDoCIjAx0EddM068R7WrIZLFHArQkoz8l5dMK+A9WU4b2ieyUzXrgOk2om1Y3zsrPmXm3ug9qZzBODCOdsImMpsr55+7sMWBd3pgrM2RIq08Fxwf3nODczXjZKX5JquDsV5DQhGQPrnOIaFlVDWYYC2f1Exqv23JjaO+MM3H///dqpeuSRR9Rdd92ltm/frk444QS1cWNsPF5xxRXqH//4h/rjH/+oj1+8eLE688wzVa2iKDWP0BmbnFQvMTBUaFsu6nxkBH3fwd3V6ZP3iigDsrFtESOVx3JRCDjou5xiIb+9aJr6wmkTougbz6V925jzKyNChaM8FooHFxkaDjJSmEeLS/Kr7fUsNHqYCZKGKIwGucbBcC1DdzPbBNRbNh+TgmM+L9K9XliSlFcmoohvQTl53k9b89U8eonrOupkxstwJM09QtKUTGMsb3OOnCajqNcGfA4l1xH1/fhtT6vbHl/oLATelIr2pjf+rgWzemzwirHHY6Vx/plTxqt/ffwIdc5BwzIFZopmvNBnq8h9/OjvnlIf/s0TkeMhI8sm4ITLpthm9ta2qZutBOQ91I5XKHiSpBomM4Eyi5UlWCQdGqlqaGuUjrndMzzftZvSVEM6Ebb6hrw1FHTmWBQgPs9IWdby+inDe+v1mmtakqGQR4dKU4VciBw62/2rCzIAXAfwjCUtOwsYo65ovOnPDOje0apmyf2Sx7syXrZeQXTSgrrF5PG2uZPIPItsbxGpbQYTrn37vurTbxufeo0cOy5niEEdXouWiE/UhGc/c54XnSlcM99zTP+u6tJjRjvXWDPDxOuOA8UxeyMS5QoPSq2BItOJtVgGIvCZpkMg67by9+o4c2zbq2Vphus+S6ohn5/MEAfXlE25jT8reRyy9bB5JgzunlL4zHXSxFpSREWWDoxrjtnKCOTay3ueRWHVa02HvIxXPHYi4TSjL5m8dl/j1cK488471Qc/+EE1YcIENWnSJHXLLbeoN954Qz3xxBP672vXrlU/+9nP1A033KCOPfZYNWXKFPWLX/xCPfzww9pZq0VEjQRzxDUIydE3B745gG01XjKCTnDTTkRj2lVCNYyzWDKyTOw9oJsWo4iPFdQlFsWKyCwneO45oB7CKKqNMlGWTaBIFE0uErYIcVbGa78hPdTsa45XZ08ZkoqwwnDPW2dMSprZ1BgwDQdzEZ80JKBNvbB4nTXiLg36xGc57g1r2XjvJIe9SI1JcB0G1VDWeBlOiXk9MnMkAwm2Y10oEtjA58RUw3wVwrTjVecU18jqqwZgHpkCGzKbgLEDmldivsm+dwXmbDtBnzOphq77iCboaOb79MI10bm4nreuMSClSwvFJMces3UScGoS5yHmPQwfKk0ma9+S6xjXGtkU2ZXx4hgOMl7uQBF+1yM8X6y1ppy8zeiXGfuszLoW8NnlXv+kg0gwOGWu11JUwIVkjWtOjZdgDZhzhutdlEXRAbTks3jX1GDdI72MkK0VzLllXitp8itdGa/wf1PVkjDnglw/kImVrSLMz+f3j7++Sn3hHy9oYRU53tjrz3Rqg6wznZHt0TOzzZV2RUROSDUU6ndJhkze63ekWAx8z5+8f6o6eGT6+bho+GZgzVbPhrkFmOcFh4Dvqx11Q1zD3IOkCnHePQqCpCoSXDE/OxAMyZkbwhmK+3jFdgggAxsHDO2prjllvDpj8l7J68frjfM9Zb9B6v3TR8Trk7SxjGPfvv8gHZxmcCpZe1bANgxPsasj4yWdWM5jBDz5PIoEUHSwtH1wLi5NKalSy7VG2nvmtfsaryoDHC2gd+/e+n84YMiCzZgxIzpm3LhxatiwYWrWrFnW99i6datat25d4quaEPezKGa8BoujPeJgLlLcvKCqZyqTSUR6YReNAAD6HUlEQVRKPCJbVPR8ZPRCSvfa+oxIYyJo8BhfExe2yEDQEbXiAh9mxJe8YVtxfd5CnJCoRYbAEqWXimKAXPDbhcY7jUxkvIrU4nRxZDLrCzQ1Ng2XsQO66t/hPs9fme6nZXPA9Tk47k1dFtXQki0oXOMVvp/plJBOK4/l602qYdHsbBEHTWe8QsfrjVV2YRIXbGNeKoW55Iyjz7Zkd2yboXQyku0Xis1XRrVTjpdxH83nRdpqmwxRA2SJ+DqcmimcwayehEnBrBfPPqAahjVelowXjQ0b1VAXxpvzX2R8MIdJhbRnvNpEGS9bjZdcb1P9g3JqOBLBHUHPkhk4W/ABiI24mA5lPvt3Tx2qaYnDencx6sGKGPzx2pY2okPHixkvoW7KteTz75io7rriSHXyxLjGVv9d158wsGDSXJOfM6RXl0h5M+EkRYn64LNImzVhPk+ZbUNAQPYaMj+f2TY4Oj//73x19V+eS/Q9/H8n7KMmDe0Z3du4Ji7J/uDvAmEi5czE2M5d7oX14jjZmN185te9fV/tULHGks8cARvTcbIFGmSQyHVO8vw7G7RKZ8ZLv6+g90pxjTbpPWibQTU07x1UdD918rj4WNnCJiPjVSYbbGa85PgAFf1DR4yKAtuJLHVqzrY1giXCSTfO9cix/dSho/vG2e9E7WAjZLzEs2VLDaw3H/rVbHXJr59IOPUu2DLxWRkvWeMl1wmOHRnUrSW0Wsdr165d6vLLL1eHHXaYmjhxov7d0qVLVYcOHVTPnski6AEDBui/uerGevToEX0NHTpUVaW4RuGMV1IOOctQIk8exgAiOK8sX2+dXHHNQ9KZKGLQunpotbVt2nVto0hH0miMHRfZeNbmoGDDZ0YiOgdLZNuZ8cpYiPka2cARt8m2uctaDEBubLx/XOhAxYiiQxmfz2hwyqHOcRT1dRrXD6MDVFJgziJbsCFZpE7U59yb2PFKOtlFInKmwyt7rJgwhVW0wxDenxXr3BSKLMpjsRqvWFzj9bfs9XGu1+kxb2yQUtXQjBCakT7cDzpeoFPeOWeJWrxmS0I+W19H1PcuKSdfLCoaBxLM/jGm0TA0NCwJys9jDtEhMYE9FO/DS5NO1ffeM9lKNTTXMZlJyqMaRhkvUVTPLBvskLQjLMQGBNUQa5MtWs57hXoGKZMM1Iu5wnNMOF7GeMO4umLG3tF5JtQALZ9tRsTjNS25/tvWykPH9NG0xCigVYACaWbSWH+TlH4ORXbCa5dUw4j22aFOjR3QLe3IigbKZo2XuQ5h7OH9cN6J2r7wf44vcy8ggnvaNjHuOa5wuqZ4hDRsGbAkHnh5hegf1kaddsBe6m+XHqb2C+ncseGenkNUg7UFZFz1tFzPuBfK5xXVHlkyXqCXH7/vgOjZRC0EbIFJR6DBRe0zjXH8KMcAXw/INZBy8fVyvAi6Iv42dURQ/0Uk28ok7ymCmV86fT81ok99ah7Zrkk6fSb4vpGgjbBZZE2kjf5sfb0l2BKpHkeMnJiubc5DHhsH1kQmrYBtyPPiODfrpuVeC8ERHnfPS8vVnc8vVc+9GSQ68C5nHRhkrdGqI3GOev1ol3keyf6CaXZGmmpYe25M7Z1xQaDWa86cOeq2225r0PtcffXVOnPGr4UL43qNakCCOiAWrH0HdVdfOWM/9em3BZEdIujjZR/4ZuNCTCwu4t+/5xU144YH1DV/nRO9T7pINqau6N8biwh+PWlIsNkQslBSikLYInJafTBcQGD0yc0sihhLqqHx+T//4FR15+VHRuIH8rNSke1wMpu/lxlDEzQKA954+D6iJiZhnIgoZ/A56YU50fwxNBnwJ1ddQr1DNEU6ajYlNUBGkHivxw/qFlHFTLiKxV33xjS4mMnAywPKYBGaW1IlTb/OcT1mLVVgFMRy0BJyA7NlVKLjisjJI1sZ1njNtwiTuHp22TKf+vfC6ChyjRSS+MtTi9Qlv3lSXfSr2Yn3B5KbWfw5cqzDEWhrUS7V49mRJYCBLT9nuOF4sfYQh9jqm+jASOVQZjJPP2CwOnXS4IRh5+L2Ox2v9ULsYFdy/NqciWC8pdcFOl66x5agJtsMUa4JeOxmQOSYcf210MU7Jg2O5n/c4iLNQEB93vunD0/JRWsDxSIGYVKccW+LUsNd49GV8cJ1juxL0Q6Trl2XMg5lBkPSsiVSn53hbNjm6uCwRllmnuPMU/BZrMc0oZ1uo44Ee4yL1iTHz6Dwcwk4dzZ1UTO7ZeuRFu1DFgqyKwDHOcK1BusEnV/p5KT21zr7XJBOkjzWdAaDeWt/PuZdk3QxZrx4a+W1MmMUUw2TAiHAx4/bW7fhYEsI2ETMROOcbEIMnG9yr7ZRbgPKr/0+k5GSEBUrkPHiut3Zcv3m8+f6FPUZzBAPizPaRgCkYFAtdryC6zKDCybVkOsqwXmG+4i6tD9dMl2dawjDZInzdLBk/fk8dMZLCCLJMeqphlWCyy67TN1xxx3q3nvvVUOGBJ43MHDgQLVt2za1Zk1Qa0BA1RB/s6Fjx46qe/fuia9qgcl1lgshFlqoIUEWPW/jnDysp7r1Q9PUuIHJa8N79g+zXjff/2oqCkaYErgMcMoFD5zmB/73GHXc+AGpzzCN8eA97DSVqFBYFMHLJsVR1s0SPdqrZxcdCU0ZU5Z7kkV7cC3ElPMORAvsVMMoyhVGo2xy8jbHSzo6zgick2oYH++ieKWLydtG4+FFi8BGRN9p07CMV/z7+HWuKLQZ6dIGvIvaYjiEsj7ERMIx7dTO+Z5y3LicsDaCamhzsmBkMzBiXhuQirhmRJFNQxU/s54JUfbkeaWvQ/b1Melm00b2Vv/91LHqx++bkjofGUhIOSri/EFXlVgd1gxkqddxPDBAsDZ01miASkfb9TxN50xmvP7+zGL160cWWDJe6edpK0oP7lN8rKRXm9lS1ufEfcSShgzq8f5zxVHaYLQ5ODaqoBwfcW+tJPWGTlbn3IxXWk0vPjbppMnzMtdKyH3P/MRREUVNFvUHn+fO5rOXF99bwiZ0wOBJHnCtQ3oFDtCbqzc52wiYQTj5Wcm1Jsi8ONcQIbyDz54xPu7HBwM2yqKKazSz8rYsJx0meS+o/udaF8yghqSnM7hpCzZynKbqGi3nZetPpbNDOTW+8lga4JxDDAwkKJ7GvrHRoPcyw/jzDx6kjhM9EKMMrcNI7xh+lqQaauaMhXHgCgoyqCKphmYDZdMZkveC58XaT1vm2WTe0G6wj5Xk80vWcCavC43j9x/SI1FHadodWaUoONacO0vWbk5QTqeO6J3KbmW1o+gUUSR3pJ6HpIBL2f7gur3j1aLAAg6n669//au655571MiRIxN/h5hG+/bt1cyZM6PfQW4eAhzTp09XtQbZRd6ky5lRFXmcmSXYf68e6rAxfa0bPQ05E21yKCbB7+P3w2cGTo9JH4mbLUslJDvNJ970pTRuMEFjh4yvt9Ej7IIZaWMiTvFbam6MY1Es/aHDR8ZFrYZogTx+dL9kVDjOeKU3h5hqGBsn+Eu9Y3NzdYSXz9sl9WoansmMV9rxiqKExu/xWbQtRotsiWlw0fGiISLpkJn0HyMK7TI+uInHx7qdNPns8dzdVKr495A3vv7M/bTRaX6O6/yBEycOVD/7wFR1ywUHFXL0Azql/XwwJkwjhfVMWU4aDW/ZNy+oGUjeW0TuTScryHg5HC84GuIenThhoK5lIVijhkudOLiH4z2SDhYzXtxc5VhmZtFEV3HOGDPMYr62cqP6+G1PqWtvn6PmLguyuLwtVgU+m7hGaMTwdRFlWF+7OeaC7B0zhKbEtpRBtjkZptEC9VZ5jrGMtV1Mxlaf6lqvXQaf7T2oYisDTnBueQ1Sjh9IBgTD5ysESuKMQ+Jt7fQ6h+ODcSwdXzwP1lC9uiLOPJv9txgkMWFmSvjWrrEvzwuf/bWz9ldfOj0ocZDS2fISOxcJAFruIddM17rQs3PymhJqe6KeyKwRigWQigUBbNkhl6NiimDYSh7M7I47CBlnPiTkHJJMoETGi/t6lPGSbRnSwZOgV6R9zHFtlBlbl7iGvFeRbVbAwU3XZaZpeE4nLVHDmXzfz79jgvr7ZYcnsrN8vWufbC/uL44dFAqdmS1qEmwoy7rS2bG/cp2W9aTRXpUIEiafqa1ParWjbWujF/7mN79Rv/3tb3UvL9Rt4Wvz5sATR43WhRdeqK688kqdDYPYxvnnn6+drkMOOUTVGqTQhVnsysltawSZdjLopKWNPhf1yja5ZPQ3eL+0M5HVF0dmCMz0OAwvWYeCY2WkKNVx3hI9ilW90ueVV4ietRD/8Nwp6pq37ysaTcYZKpwzvkBzhDTw9DDCJJW/cjNe22JVw6wMCA01s+aFmTjARRNLUZXatlH7hBkv9GsyaQdxrUR680N/ty+eNkFNHtbLeZ+Z3YyL7fMzXqZSm46AOwwxMwqmi+MLNEuFMeyiA8rPxvu/5+Bh6iRDAACf43II9N/bttFZ3/7dOlkjuzYVTRedEqfJyC3P3aR/RO9jUSGVKqLmfHPRjvB7V8bLzBDByUctC0QaZM0AzgXNyf/3xH3Ubz80LXEfos2fvcvC10SOuzgf1ziR8wPPSQaPOI/4vjL7ZjN6UsZp6EylqFe2jFd4zrxfZu88mQWwBpnMNamujV6racDKuivzfGziGjHVMA5e8R6knEajtoSw0aE412yGuPw8eazMYJjZx/iepD/btfYh0JXIKrRto/YPnf4/PL4wqu8zM17uIE9yTaST7Br78rx0L7+uHdV5hwyPxivbOyQyXhmKmfI6gnsh1oooWFVsLbc19jWpxVkOga6TsjxzW7AAsK1XuO/yeJvIQtTzyggAyWuFQxNnPtqk7pXJOtOlDOJzeI0RhU22ZbDNA9F+J+8+a2c9xZwJjxXva86BxLnmZLyylApdGS+banAcmE879K59Ut4HrCX7GIwGm+CWfYzXJX/XRulesB8I+0wmMoh0kI3WJwnHy2e8WhY//OEPdR3W0UcfrQYNGhR9/f73v4+OufHGG9Xb3/523Tj5yCOP1BTDv/zlL6oWYWa8ElGVcKKZmQybOERkZNkyXs6alzTVUL7OfL9oUbBkVmzUvboCjmTcIDDdQNQWxY2lo5MbQPC++RsejzcX4ujaBA3SjModO26AuvDwkYmeKsF5Jjnn8v5JXrssQHcZ4i7uNNWTsgyHVD1I6OBRvt9UNrTVLBCn7D9IvW/6CGukkVHaKONlcdLRu8QGs24vk2pobsp1bZ3ZPvnscd2mM0XITYrPHMa2vAfMcLjqj+SvbZFdG+XMVVuCMWE6Lc4MtSVQYmZmE8ZBW3dU1kW3MoM/vCY6+1J2GX+79Jgx6tAxfRPODceJSXcxs8BZRrNZ44XPd4mmyNtqM3rStZ/hsTbqlYXup8+ns93xkjV6NgPFRRW0UYlsGSv360npcdeAtHdRDW3sAMsaxvcFkmM0mdFEratLhtpONXQHIeQ8xrpKGhX6zZ198yxtsJvGobPGy6BvMjnZo0jGS1wIj4+DDhkOkjVzSfpdXWoud3UwH8xggczekfJoU/CLn7nFobBmvOyOl+0Z4VPlHLQ58LasfxSEpODHjl1RwNVcY2XJgXy9yZIAeFzQiFy0ZTAzXhntE0b1NetfbW0I0naP6SDF9yR9n6OMmREssQqxmEIcIuuGL3n/bfYYX++qAx8VsnWC62oTBZFNJINZaeZJvXE/LzlqtLr1Q4dE2bfYYZTsjGRpic2ZriXU3hlnAMag7Qu9vYhOnTqpm266Sa1atUo3VobT5arvqnYkMkTGQsgogEmhCXjY+bQSqim5HC851m3GWer9jBS/PNYmwmFGYTm5ZKEwM2yyKDbZQDn5WXy/RNE0o4cuioeVDpLtuEJ5SMq/5zk4roimdFJial+xzA3pcD9635SEgdo/lDo2Yfaz4fWTrrPgrU2F5OQlklE+RthCAZDQ8YozGe2canguYzKLamjSUHCsS0nP5K5/+KjRWsjhmH36JY6T1C9ej0nR47zJMuiIpIHhMF6p6mW5TjyzFNXQ4XjJ+xE1pTRqEW3zFc5DMhvrpltp1VHLe5jzxRwzycx48Fl8rqQn0omRmcw+FgcddT2mgYH7ZzvWPBc7Xc9uXNrWC5chxNons6eUNNBtUWCX4ySbD/OcbCqerjUt6lkY0c7sfav0sZb1z6WmZsva6d9bx0Sc8XKtJbb3s10X98Jk5rqNpnV/7tR9I6Eb1KqajYxdbSxMw5bzx8UYkMaqzMRwrkT076zxZqEa2u6tGZgzYT4fW88n/A5zQzov7dvZs9zWeqK2ba0KgIBtf8I6I8dBtpORzsJIKjqDduYaX8SZMfdbKI1KqmERMS30mQPF/IixfVPHppkjKnVNXOOKUA0j2yw836w+p3GNXpr9E5xLm9SxNlaS+fzQvPnGd0/Sdb/yWDRk/+Ml09XFR47KrSfOCty1NzKtcl2L2Rm7nM50kVY01YbaO2OPCCY1zza5zcnlKpQ1j+OC74qgJ1XSHBmvAlRDawG7VQko/XlJWmEyFW/LeHWsC342DWXzXBPna9lcTGPfzA7AoJG1MxIpShAzQeL3XEgSqoa787M85jWcc9BQXWcjjx9s8LIJc7HlmKAcrOl4mRLQNtgonXT6Taqh3FjNGgW3uIbbENPZoAQNL1aYMyFfvzt0/CBdfsTYfk6nWY7HhDMY/r53vZuORyQpNfydfS6Yzxzv882z908cjznrCpTYxHASBctGoCKRjUk4pm31M7Ql9BBskK/jvDDP3Rwz1nEiqEXy93L+mE7m9987Wf31I4dZKZzM3Kbui7jdZmTcpnLmYgfg966sOY3vt4y+OPJ4mxGeR3+W4hi2bJ2Las19QrbewN/kM42lqW0Ond1wclENTdEnM+MlI9kStiAEYFv/MN9tTv8HDxupDhkVGIwvL1sfUw0FY4NKkZIZoNcaIyCTmfES5yTHX5zxihU9y9CwIip6RmDORJrlkt7HbM8mdgjSe548VyrR2rLz+rwsGSJk1uV6bKXlWbL+vH7dSyw8V+4dJtUwOPdsxytFNTTFNax15cnrOWRUH90SwJYZdN/nugIOrp3urF9fIDtGlpMpnsOtyuZk23QBzPmF+v8zJg+xrqsHjeitJg1JtmfKGuM2jYEO4fsyeBSVkIgxJnsgpstQas+Nqb0z9ogge0WZzfdkIWRy0UwPfG6GNtnVYoac3ViUCzgnUIoSgw3fNKgzirLtEV/Z50L0mzEjQqRfWqmG5gJhz0DozdHY8MwormzubNIhXA6efCam4xX0C4rr2epzxDVSC6lwqiixbMLMgtKBGBY6XmYz4LhWIivjJQ2hpHMv6/PMc8e4mTq8V+r+2cQ19LlbDDEYu+ZGUYRqKB+XeT8pHwzI907Mu3DclM14RXQti4R2cI3x7yGdPO9LJ6uj9+mfonE5MzuJQAmjiDuj5xjUM8WfIce9vA+stbRlvbbt3J14XhxD6TpTY05YDGabo0k1rnEDu+k+MeZzh2AH1isbtQ19oWxw1XjZ1Miy5OeZjUnWGQXf93D0PZPZk3RdTtIIZyYV6GLKUDuaJbubsQa/l5kmk65oZscInIKpruiiZWcZ97YaL9N+SjuT6fWMwHuYmWtieO/6KHgk2iFG+OypE7SC5zunDHG2EuBa6qJqyyi+pKvx96aYkDuz1C73HvIt5PjHuJu4V3fdBNk2ZlOfFb6vzLq2z8hQm2OR52bWbZnnRbx32nAjk2UJQlqohvL946CdO+OV58yYVEMpPW8rw7BlvMxayfi97c/UPJZ7hE3EJF1Tap9b2pkumvEK30PubTa6Y0Q1TGWkwntmoSrajs8a45hX7XXPQ2kb2u9ncI1pF8WshfOOl0ezIlKPimgQ7e0ReSOi7HIybAaQFGZIvsZNmYjqdsTvOanMhSXKFtkkXy28aPm+sgjTdJAC1R+742Ut3i1Q6MvPqndEtmXRuqtuwUX/kf1pOoSZObmB0cnEdbmMa3PTjjnb8biQUV0JM13Pa2KjSbMZcETZUW7YMpb1jnsnrxVBg++9d7JWDfzA9BGJ6zGzt8H1xa8FrQsy3VedOM4w+NqoHsJxkpBGPjdhwNbAlpDjwlRFNI+VSDh24pm3zcl4Je5PGKwAEgZwXUAfyvvcWE5eqhomo6py7toMF5sBun3HrsTncKM2DTFzTiQVPe1R16heqlN73YvvW++alAoWcA0wM53AAUN7lKIaxkagfb666pzqE3RU+73q362j+szbxqvh4dwyP5vnZbvv8thY1dDWLDmgZMvXxVn87EyaPMZGNQyuM702p+vM2uauAzAOXVRDm2BIZi9CC2UV2CuUlV+2bou1NhXvi4yoeb+TqobpPVZCri1yPHPsR0FS8RqboZkuA0gb6baA05BeXdQdHz1CXXD4SIvogz2jKt8r6zmae6m8t/K8IqqhWNfed8hwdfN5U7SQTrLGy53RdTleHA9sl2Kro81T94wFtuL3lbWSNsqvOV8ommObsy72jy2IbBMaS1O7XY6XWzDDxggylX5tomLx2psc41E9syXYYnO85FNJZeUszl1HZrwK3M84Gy3GiBfX8GhOmI0EZURfTkqTClWfooqk09mchKP7JwtIo/exUJfMvyU28nChS9FfLJMufn2aohJcT7uE4aGNRovBai7Mtih2TIs0N/l0dozvm6odCxfmuMfYrli0IKOeJS/jJUUVWBOFzcFFmzINEi6YvYWjNtJoiCuPlffYrPF6I0U1zK/xsi3qaSWntDGFe4xCW6gGyixTuuA9dFrFIv7RY8eqp647Qe07uHsygp8hriE3FGZMzfM3s1hS2MYWDbY5XqxdjF8nC/LjZ26bH9IRkRuozck4acLAQtRg3YSXherGuE44XhYqoE1gY7suVI9/5rW4moLG7590Hu3UV1t0u511Hna0vB+oMjD+ZFYjOJf4e1v0153Nd9R5GspftrogGKMXGXURtsCPK6prM9jTwS9L81hnna1KG0PRem3PYsmxy/mTyppbggnROhAa51IePE3LthtttozXfnv1sDpKci5C3ETWypqQVGJTQdWkjZqQ9Gh5vakMSkbA0qQ36s+1ZKFiSp99jtoEtVwOQcIxzxDZsq1x+rwsrAa5lyEDDbEis6QAb2FmzGxjS457roGU5pc04eh8LPuLbR+S90g2MLZlss3sMx1bm/CMy8G1KsZa5rH5vpEtYKE1BnVeaRvJFbyT+zvnmqkEaptf0fx20GlTjleWbZhh73S2MCOsSpVGPz9f4+XRrNhpNBJ0GZbmBuLiEduLUOvUDKPpcWoDcRVx2zJelloE8z1sGbNEzZrFGHBFpm1IGOSRIWU/rzT1y12LEFMNRcNj4zzqHVFc20IkaaExVSXoG2aDiyIAR+3jx41VHzt2jJYxtwGfmYi0hdfIGi8YLbLBNTk72TVe6SifKYHM+4xr/eRJ43TBMoQtbO9hGqPcR6RTIqO9kiKCz+npoP8lHC8hxW+Oa2mw7hCcc5uxbXO8RPeH4Pws0WLz/jC6Wi/GjTQabIYLMoVfP2t/dbZwMpKboYz2ir4+lvmqz8mSSbBmvHbuStVxBK93b8zmZ9n6denPtUQ1TSOL12VzRnGfoKIox1YWLcZVt8Tna352lN0zFDJt90rSwONzTxvL8jOSxrwlO+bINhVq6dEmfZ4u+g+fnXweHI/m2I3o2hbltHpLHy9zyXbJ4cv5Dhnqo/bup7559qQUJZZgo1fZEsO2bqUyXpZ57dpjpUMm56TM/pifazM0XXWCtv1RzhEbuyTL8eIzT9DHojGTzq4k1l1HfavNcJdrjRwHHEdmza65jyUyXuG9ZBBS2gTx+eTQJIXomE3Mod4hBCSfC8e7LYhqc8bM+8B77hIdsgU1bI3cg/etK5BJU9a1TF+DxSGEMy3HKV8nxz7WeiLNaHA7XjZGQ0dm11M2nF2xFXNT1lDbrqvaYc/Ze9RkxksOUMrG2jYUTGL8T/qDWX8T/C6ePD8870C1eM1m9fU756r/e25JbgGlTSI8drzs6fE8WocsrrQtWC5pWyxcjOrH52KLsrmcR/v54u1pSJtGipSTz6Ma2hai5MbdTitiyQacUOuCI4UN6j/PL1OPvb4qdb/kewNXHL+3ygI2A+kkRpmoTu214QLHCzUSE/cKKFuu65Ow9u9xjBXgw0eP1l8SyXHRNuFY2frGSCqr3IR1Ua9FhCM4t7YJJUjCNSaAEUJKOCljncwUZkGedzQOXcamMEakYWSj46Ip7LsOGqrmC3qo9FsogY9HKOkoSePNfh8jpT6LuhtqvHp2Sd9j1j5FGWrj78nGzW2t2VtbxssMNNCgSaroJedvpiFsif7i3DF2uZ5ybrpEECR9NL5XduqOhJ1qmKbj6GNtVLICwbTYEbKvlUn6T/C6tJx+m7Rx1SEn42U1OvP7eNE4ZhY6bvAa38/po/qoy44dm7ovtoxXwvFSaZjj3FbzRoVKEzbqVHCdJg0rI+Nlk1iPAi9pB6deOgOJvTad0XTS+qTj46TQuWmctrWva2LcZgeJcL1UfIyopLIdhHhQ3CMjcQ2b82zJUNucQ342xlZWxitq+N2xTrGjCu+vLbuVCgBbBEdczpTNbmLZgUvIBOewRm131rDLY83P08dagk26V2iHdmp9eF/4OrlusUY7TzzJpfRan3C87Bkved6yNynuqQyiulSeqxk+41XD2BkKLtiyO3KRs8nE26KptowXJxzqEVzFy6n+NRZeMl9r9mGyKSDaClIZmTd/z/cxC2CjIlqLkZM4B0GHkQuGK+MVUTTEwWb0Dou5q27BRSVJRIAs9ApuNlRbgyP1oSNGqWvePl6N6levfvL+qU6ZVhMfCZ0bqB7KY11ZQpuyYezWuz0vazTNfE5ZKTPTOTGcAxtNUd5f01hxCYFgrqDJ794DuiYoYDYK7bfOnqSO33dA4t4lMyXBZ5w4caAudgetzHltFkpNSlTBMj7yMl6EfI0ch1ICX/ZMkUI6ydqn4lLWLtqHvFYzUG0zjMz3p9PgonfhdXFGxL6OBX9rXyg6m6D2JZxbe9bIFsCJs4P2TLREnjx9UswlnTV3Mgms9S35TlpENXTQluRUipwpxzOziT5JVUNX643guPSzlOucdJbkfZHXyJpYKedvo0jLoAfO3bYfulRhk0IXdU6j1EVt1X+z9l5r6wx+yAyEnKNF2iIU3R9tCoRyTiXWPqNHW/BeMkgks+Hp19uo4zKAzDmybrM745XOrtuZNybdldfpkvNPKJBabBmev0vEBMEw8zpMqqBViMNBeZaB5dyMV3js+EHdE7/Xx1oUJM1nYHPY0IqEqE8FwuPvXXWm3RylFbbztt3n3sLxMteoWkDtnbFHBCaB5IQ5c/JeerBLmpEt6llviaaaC7YJuaBmdie3FKazPsZMJ9vPMf13KXpgU0lzFWLbYCt01e9hiXCaiwHvdZaULTJeLolklxSzvLdy0aPhIWu8JPYf0lPd84mjtTOQojQ5ik4/dtxY9buLDlGfOnlcISfIJrBRJONla2+AjT6hfJf1BqmskKu3jjRA6jKjsTZg4T598l7qP1ccpfYW6ndp2k9bddaUIdrJ7SOkzJO1ITEVD8XuXzx9ovNzpROaUO+SQhqRMVOX61yazztBZTSu32aIYSxi3RjZt14dJ+jFtlo0jgkTb9svqC87aEQv57WaRq88F35vGqy2sSzr/+Q8lT3pTIqiGaBxrWPydXIc2+rWggxim5QxyGsplPGyRHuTwTH5/LOpYJIOJiPabvpgeB1S1CCHtiTvKq89lfEKfy/75/Ga4ubwO6J9zBYYsdH9Eo6XgxIrz5vRcUbw5TVLmHVMXSyf7cpkDxBBC9nmJYuGlffMXQ491wTZk1E2WLY51q6Mly1QYmOUuOrnEsFYS5BIOofSMbc5+6RVy7G+dUec6ag3xDVse7Dt2mXgI+F4hY66pBqm6gotwRPaMDbbwKZ0CEhqnIsiysuRTrRNEAzgMEqKo9htFh7zkWNG66bPX3/n/vHnJ4Lp6YCvfj+LXSifqxksNIN8trHT1ZJdN4/l6ZjB+pSQnHe8PJoTUmKc+No791ePfnqGmjwsNnxskTvbpk7KiBlpshkttmL9+G/B/0ft009/Hgqf4yLR+DNkIb7NoE5e6+5MR89lUI0dEHdbt52vjPglqD2WmjSZNbFRn6ScfEQDzSkY5/v0FQIY0jBLR/7dDoSZ8XJxn3FN6Dov3xuOlG0jk7S6BcLxKiInb4u2m1HFPMfL5ILb6LBSqVEebxuvJ+wbOBQHDot7j7gK5tOF2vZzdBWe50Gea+KZSyMr7LfiiqhLJ8PMCiUDJcnPdgVLvnH2JHXv/zs6UaNmi3affsBeevOVmT/ch1P2GxzUmL1zUvJcxNzKqvHimDUdL9s4KaJSaUbF0+9rPw/5HG2ZMFtW0kXB7lHA8bI5OPK+J+X90xFml2iPNBjjNc0eWba1OnBFz21wBb+S0f52iTEOqqFrrQyOk3Mk+Ht/obTriszLKLhNCMYmrpFZ4yXo/JOG9tSGr6RFwzFDfSpo2WjzEJ1/JrXV4ngZ2Uybo8/xxto1gGJOwTmmDe8UFTU8kf2GpNU+TcfedELl+9vWPnm/5dqaWNcsYku2eSHLBLieMQhpC9CmHFeDlpakUAfHZlENo36mwrHmnEg7CpY+XuF9lsJM8jNsoimJGq+IPm2fs7Z1yhVYGTewu7rn/x2t3jV1aOYenarTE9d04eEj9WdeeMRI97pqTC3b+lnvyIramE82ewH/Q3sAaytqPGsNtUeO9IgQ+l0pWqBZ2G/jvssItK0onU6dhG2R4GfiHOgc8TMg6gAjTi6+trR18N7p6KKES8wgOBfbph/8/5Gjx6iLfjVbXT5jrDgHe6bBjGK71IjMqCbB6LKWk4/uRfIYUhrpuHAhwuaA/kSg800WTkEWVcWE6UCYG6gJU6K/XQ7V8PWVgmpYssZLOrW4zxQLyXNUElzw9m0N2ldw/gOF4yWl9m1GAVQPURj8kWPGqOXrtqrl67fo+26Dqx7PRJIGVDyWJcesnBfymvmZklYn72uiF5SxOdtqyGzvkWtQWwrr0d/tqWuP12MZjvkP73tVffbUffV8ghpl+lrj9zA/KZnNCR0vk55nufeSrgJp/Oj3CSpa8jrNQIarj1eyTw3m1ebE7xPPXNxb+X6RqmGBTLTNYJQOW1agyzQA5fOURmfkTDno09JJsKmeyeu3rX8uurc0OnmdzH7gbbZE/YZSb2ndu/bqKea72OtclDKMr1Str2W4m5RhlyP++4sP0TWvg3t00kEf1oXecv7Bet+U47k+Q1gmnYVyC/oks/dtU2tNch1Ir1upBrzR/jhavbJ8gzr/0LhtR7rxdrKnWWK+CkcxVkLummidkMVASBjlFtsgoQIbjq/1UU2YJXNscTqSmXHp9BiOV0Zz8HrxezkvMT9kDSKeiawJZTBTMiT6ie/zqIZucQ3L/XM1Ms9Y2xOqhpYSB/1+4jM+/bbx6uMzxqbWNBy/PKTypssr2qbOu4+Yt0nKbNrxqnfYnT9+3xRd+2+TnK92eMerNWS8coxXW+QuafTFERxC+DnWyWgacpgwpHLIyTHUoGa4MiTJIs/4mPMOGaZ+88gb6uIjR+dQNOwRIVDwnrz2eN3bKfosS7F3KgsYHiONOGn8YTFftm5r6h5QTp6GiflsSGncGBob8lr/9OFDdS1bX7EwZ1FVTJiR3SIL0mkHDFZzFq1Vh47po/YZ2E0tWbulENXQ1ojUhEsZr16PvXCRzs14JZ1h2zhBDxtioGgQbQsUIML7i/MPzvxM2+uDc60s4yU3Yte1JTNe6Si/zOrJLIbMeJlGh4saDLgMMRtsdRzBa4L3vOSo0eriI0ZlPsus7Js8NY4ZlxGffF2bVCDA7FtnGh1s3mk28E7NdWnUWlTWEkGaRD1t24rmpU2gSDosqIVyHWsKCMhx2MNikNt6HgJoSv2H2W+qI0UE2UX5xLHfuutl7Xzk9t0S108jWF6Dbd8g6i11kHK+yz6TfbvZgy58his3bMscTzLbZNLzEiqO7euilh7vF30G8Zq6tsnPNWta5ceaxjTGs0n9497sUmxEDekfZi9U7z5oWCbdzhTt4fXjXv7hf6Yn/majJboyFLZMHMSfDhnVWz+vkX272uv1LM3Vbf2YElkYs49XjvOMS8Q9lVRX254k29K4+k7J5yg/A8evDsUtpOO0fWcysAjn4uIjR6nl67bofdZ1vubvYsEMexbLtpa4lBVtSLYhsGeJ5TgNqJtppoEMlJEyavsM3o9BYp+WAWN57rxGF9NKZxiN+VYr8I5XDYN1NnlZA5sUbJKCkjYWtoh+RkQWRQyGHDfQPPpY3jlKo+eqk8apw8f0U8eNj+kb5iaCCZpV42VmAJPNaKWBJSSBLdLFUkYXKfev/PMl7Ria17A5hz6DaC8dLzPKZBo66YyX+97qyG5d20gBsojj9Z1zJmujFRsUNob75q7QhrTN8UJEC44h7nVENcwQ15ALZpLSme2oJN8jafQmjaHgPScP7ak+euwYTQdJUA0TjnT5Bdocx66Ml6u2RL5u+07bfEpTStIGSjqrJ8ezq97FdOyy6qryoqIutTiJPAfaVQNgnje/l86TS05eQiZgpBEgKcrR3zu2U1t3BEa4PG05/+Xn2dYLm4gG6Tz/fG5p4vMwJqSzZ6ultWUg5b3eLhgINgqsqzbI1l8qlfEKn8e0UX3U7Zcepmv8XOsPx+P7pg9XqzdtV2ceuFf0N9NZ5udNHdFLHT6mrxYBoiNBx0aryjnqV11jb0y/rrofG9ag0aIv4dF799eU7YNG9E69FwIUCccr57PSDawrq8ow75/8VIor0PDnOeFZUvQmUtBzrJlfOG2C+swp45PsAovQSiqDnJGZtznx0nlxNo8XNLDbLk46c8Gx6cCtrX4U+MTxe6sb735ZXXViXIfMLCnFNfIaKNuyvsnG8IbNEM45yUjheAet7Rf/fT3BRgFsypc6CB2OaXmfkS1K3ZP2NtEUS7DEdNLDkTSkZ2f1mPGeLgVEG5IKsMLJdVDbXai3ZGQJ2549QNQnumiY0XwwBLZaA7zjVcOg4ERuxssScUhwli21QFJF0DYZzfEv08lZE90FaSTLqB+MITRgTH5WemEpEiG3pbblZ0lKQlTk38m+MXzw0JFqVN+u6pDRfaw1XjHVMJtWlOd4FKl1kdCUmtDxyhNLIWikHDq6r3rmsyekVNhQS4N7s2bTdvXaio1aUj5ueup+37718RjjRgTUW6R1XZAbsxmRpLOC8f+JE/ZJv9YhM18pXLc+EQE1xiajpiE7xu2YOiSo46xeHCGEwqht7prOZZkar6xaPRno6BDWnJVFfYbQCQxzU3gF8w/f0m9ybf5wQqVMuPn+kqIcnUvHdpoqZq5ViYJti0iGNIDksdJgOXfaMHXv3OVa5EgCx68IqTimkwS4anBsfXNsz86MQvN5yjWNr8uimR4wNGlYpg322Ji97tR9E38zg19xdrCd+s2HplnHfyDn7ZYHl/sCzxvzHX27TKCW7LFPzxCKq+6sY17zXSxvrvqXMkgxFizZADpeMgtEx8vaH87olWc+T9teaLZnsKkZEmadGc5LBnvkeC8XREtnzhO/E2vgZceOUR84bERiXHMscH/L21t5r+V+v1uMji6OeYBz42fwmg4b01dTTCWNErDRUTHWSLvLcnD16y0BHMl44bhN0z+Dz3rPtGHq788s1oGQ+JxM9o/78102gmRSuFoouNaJVHmF5R4dOrqvZiONH9jNUGxNO87MdOrfVRDUr0Z4x6uGwWiurf7BNbnrLJPb1pPHZohlRR6SvXjKT46E0ZOzWFkdL0czQhtk9E5uqDLywv4ZcsOSGwsWixmhUIN5n/FYyPu2yhZb6DMupGtSMg/XhuGGkAFZCffZ1SAUAikPzlupnlq4RjteRcQ1sEgeOrqPemz+Kr3IEsk+JW1LimsITnqJLEulPPBE/ynHtUppW5tR7XrGrsyrnD/14VjBRvij903RTsYYsfn3FjVt5gbJ15rvGVxX8UCFrR9fWSQCGIYRi15M15wyXu07OJY7xr3Gs2chvetz//fEfdSn//qcbhgtgca6/33lrdQc1efikMLv7jhH+dzpeCWCN+LZoZbjrx85zPredLxs15JSUwsd3JMnDlT/mrNUvffg4aXU8GzXysi/q39Q3uvz9hpT1TBvbgfr4DYhbpA+j0R2pcDYc11LyvGyZbzE+8NATyjyOe5vHupzmodLqpqt6XXchLy4E2i2TNCOV6rO0P1spMgWz6tLl3ZWNkySBVM8iMb1Rt5jeV22YEIRoSmbI4i9GlLqLy5Zl+jTaOuHx/Ng2yh5n5ARzvo82fuyaGDR1qpDvp7zzxWARXb36c+ekJgbZdZ2ec+hxmx7ri6bwF2GkpXxCrOCHeq0OrAJee58HpLmWYltWY3wjlcNg1KrNqqgszieUQTLhgx88NAR6paHX1cfC5tSuqhLqRqvCpXdCLnI5m0stgaPKfpNhkMgnTzZCFCqpNmK/GXUOe8+M8NjVWMTjm4ehcps+Jq38Ojz3tj4i9TU4b2143Xt7XPUH2cvjJpe5n0EnAVkymStXyLKmWOc4RrOmLyXembhGu3ELVoTiBwUEbKQG33ljlcckXZBqqzZDDTXM5YbmpzDNmU84MQJycwvcMSYvlpZEM6YadS5em2VjoomeiVVaIBmbMw4b/SkMyEdL5coD4Q83jFpcOpav3vOZLV4zRaraltC9VA8m2StgcgkGhkGM3iTZ1yZ723NeFkEDYDPv2OCOmaf/urUSYOdx7KWxQYpf87xBgNRUpKznn292VIhY73CfJSUyvxsdnAdfMa283ApnpWFSV21UZak04bAkswWihLCUjCzT+beaFNpzWs34KI8Z32mK3Npg63GK5FFlgrDlv5izvOyXKsrgGF9fWovzBbXkPfx5vMOVHOXrteUV8JlM+jMW+iElFHdtbU3ybsmW1Z1qGA38P0xr2StsLy2hpQnyHVDnrdkRJV1vMwxLsda3v7R2ZbxyqhVrlV4x6uGQZWm3MltEY1ggScmhVwQEUEGj9mk9+X1RZIZr7x0MGqJfvzAa7pA25Z1yzPGbX280tEw9+ulUSXVueSCwcVGLgS2ujfT8GDdQuSYWO6FrLvIy1aWEdfggvnm6tg5aSzM2Le/5twDz765Nvp9Vo0Xo3dmtLW+BNUQuPHdB0TfS1qZrRhbIql4VhnV0GXwS4zo00XPBzzq/t1iJyzPaJObm5yD8n7lzSWMua8a2R6boWKKe5j04qKqhpUav1kbs/M1MBbX5j8Hm4OJzJNUEksebzdiZfBHzntkzf7y1KKEwIkMVhUZw/KZmpQ8K5Uo6tXUSb1LSPYHry/+7A4Z1UfXbMIxN5veZ1G2ovdOGVH5e01Rx4vPLavGK6+Ra1GkqYbZYxDRfzlmyWAoi1TtcUrxLZ39tznm9Rb6sQv15mfqjJe9Vs8GVzNuQp6fXBvyno9kzEjRicLsj9S9tHyG4z6Bni0p2uZ1ALzMMuMsSbGLqYa2cyiqiIt2BB86fKRmAHBO0MZBEFMfWyJLnec83vCuSeqvTy3S9E7i5ImD1E33vqLr64so9SZo7anPa1M4ANrVEhRL2p2qVcA7XjWMohtcolAyPBa9D1CYa0bKMYFOO2Cv3PcxPzOpNpd9PmjgO7B7J53JqIxqmI7emTLtRSMj0vGSalm8PnlvbIX6toU44XhZTkNGUosaJ0TedZ02abB66o01Ub+qxsKEwT3U187aT33yz88Z51P+vRLXX3IldUl+2yDrolxGeB7yost8bzSkhkFve57IyPz0ofkJiqB+naiBk8lU9Fj79SMLVEMh721CStuqaphlfBfLomWhkqhlopWAoyddRefiyK5Lg4k1jMBJEwaqL58xUU0b2dtKS7QpVmahl2imSpjGHqmGNsi1Ns8Iw3M1G6WbAgB5Y1xKsRcxjmkcFs14kWpoy0KN7R8ECIP1vfJodyKYkfE2J04YoP79/DKdYZSfZ86fopAiIvw5j4aFPktzFj2fGG9ybOZl3/DMZebR1scra901nzHXhouOGKnXsQ8dHmenEzWEOUEZGVxitqqU41WIati2YjuC11kmqy9LEXg+cm3Ia+5rq7/HvLnm7cn6Sa6hnFtZzpSZ3czLRJ554BD9ZQYFH7n6OFUUcnya65GctnlObVfL+ySUjWuwWbIN3vGqYXBhzRvMsjBWNv+TUrhFkOCZp3i8bQtnIrCAXHD4yEajGgZKREGdFzfxvMUGyl3zV25MSLueOmmQ+vszi9QRY+0N+aQxlrUQo5aDjpfNmJCUxrzaAbMoOs/RwTNFj6XJQ2Mue2MBksUwMq+5fU78y4ocr3LZAqf8bc4GCUfnvdOGaVqYq64nD3njiDhYGEkmIPyBwv/TDcEFee3SAIGCJ5qzoiFrQ5AwHA2arFmPkzWuhvWuj9YRczwWRX0lGa+MQE9DIDdyGc2V40lSkGGQnTstrrEyX5dHQQZG9a1XD7y8wulE4lnJXohZRmN9iv5X/t50TQgAZD8P7C90PPKi59IAy6WOdUhmvGz+H5gXZ7y8l6YZNwTyvLKuAY2/P3rsJl3HChw0opd6/PXV6m37Dar4sxmMs60n0iGkA3zOQcP0OSYbMcfnj6bTeZCZR7yXOeYqEQu5+uTx6sNHj0nYEzKgleewJBUM07Q8k0qYfn0+7T6xzuRco405Y3PIitc2pWu08p0/WbNcPICe9b5B37W4NjmPVeNCmUBH0qk2HK8S79nV0sOyTE18rcA7XntAxks2lc2rB8uCXNSkvLGr6V8ZJJsSlluApcQzHS+KY7jwpdMn6v4nlx4Tp9exYNpkcMtEthmxYTQ5j2poox2VjfJJ4POOHde42S4J2TdHf14FUeiEiEnJsWIrvnUBi/xXzthPNQSNUScHI0iOM4kLDhup7nh2se6nRsBI+uRJ6SxFQ2BG7E36Z5ZMLxzY3140TQvyVJp1SNSHFjT65CZsUqUagnq5kTueb5motyxKdwHy5795ZIE6Zf9BmeOkSGNx817QiJ40tKeuhSyChMGf8zzKGDsyk5oXEOTatj7sy2QbW5jvkmpcKeQ9yxrD2Id6hE4X8O1zJut7CpGTij87DMbZ1stkj7g442E6+mXHG8bvmlC0w7aGVbKuYW8xW7O4GljbkOjHZKnxytsLi1DoEgHcXLEPe/BpbP+uWoijCGwZGhmcKiYwE76+QMCayK89a6+2bC8WWGlsFoF5bpJJlP8+7VL3I9FSppU4Xq3jKvZQbAqdjLwFSxq6eTU5WZAb6fYduwsVtRaFXDDzNmzT8OBET6rEZV8n5GHRw8p0JBqK1OZg2eRL0TNKUg2bGubGW8nZyOsvO1awubNeyzyXpkAlQjFlAEnuxz4zQ40QvZOaAmnHyzTes58D5H/3HhBnh8tCKq0VvafSKCtS4F0UiVoT47rh8OLe/M9RabEPE8xIIiuSB2RQoD5247vcTkR9onVCcceLkeGPHD1ar4UQ5MhDQsExx0AtMwMk2yHPSachTnGNppxrMrNSphcQGiUj29UwmqM72yvHdd5z4EsnCMfQBTmfme2Sn92Q65GQa3AeDVnaKTZ1UMmasb6+wF4o38/M8medj7SNPnTESN0PDkqreUiq7rZNPe+82mKbHL3zs0rUjiXGXDM4K1nCa+8+aKj+nQwuupBQkWYrhRJiXLUCn/GqYazatC3lWLkmN+pdlqzdova3qHwVhVysdxoZr4SSTwUZL7mo5KnImdF6LlgJKmQjUpOumBE0c/yA6JXRkKicfF5S4bDI+7V0HwsZ4az0fKTjVUnN0LfffYB6dP6qzOxBYwE1Ji8v26BqHWaGOl1s37TjKhHtLmj0JfqVVaimaIM0hszrBsXzkqNGFTJM0RD1V7MWqCuOTyvA2pBHdy0qXFLfoZ3R5LVNpHr5/OdPLHSvEs3i8+pQhFJqHkBLBTWvCGj4RvTwCilRRSCvt7klqW0CDFbHK2cOfutdk3QTXwgv5EG+Fz8zcFSK1SNKBb0sYP0GDRS0/Uk5toUc/xy7g3p0Lq5SmyP6oY8RcygvM5hSfwzv2f5DeqrZ1xyviiBBrQ0dXGkLmdL+JmTAOm9cZinDZtMSmyHjlRFYQznHk9ceX4ju31U6lxUE1GsF3vGqYYwf2F0bn0Wcqd//z3S1euM2NapfssC/UuwzMO65k+6BVX4DlYuOFLywwaXQVKa+oAygwrj/0B5aujsPplNoc0wmiH5FcuMpsjm0dBsL2TcKqOR05Fgp0pzRxEkTB+mv5gCEYODkfew4O1WwVmBmjMr09WkMlKHJEG/ff5C69dEFVhn9hkDWu9iMt6LZAPQGuv7MhlFZJYreF6wpuJ82WmJRBzUrC2Ni3MBuhZVSzztkmLr96UXq/QWCVGadYZNmvBJUQ9WskFL25jNOthnIXgvPmDxEfxWB7V7Cgd62uZhICM6Fdcp5uDVsjp03b2RgYR1roNu2UR8/bqx65LW39HzPG/eyubRtb5XnkFcLZ/YJq2T8yXWUGa/BPTsXrluTNV65TJ8SDkjRerAmCaxZW+i0r3iudGvma2kOeMerhoFifbNgP4syga+G4ubzpqjZr69SJ0xI1hH1FkpdlRbCXz5jrPr1rAXOehg5+aRSFBfMhtQO5W0Y6KVTBCkapGUzQk+r771nsl6s8jI+9TlyxM0NLIK43fSNK6GsSHpnS1Mn84Bo3exrZqhaBbK1371nXqpmzHR4m5pSmdVA2QXMkwevOqbRaFHR50tZ9UZUS2woysxtGI10vCoxRspQkVBvdPeLy9WFBTItk4f1Us997oRCNXImdaxo7V+DqYZVlPGSxn+lAkA22LKHQ3t3VmsXFXOm4OAUdbwqmZ9Snv+K4/cu/Drsl3S88hyVvABuyvGqRKTGIgAE4S5ioGhBYUOZeu9SNV7NTDVM0isrX1O7JuiU6ZIC30DZY48EVKZsPb6k01PpxLt8xt46+lVkIcdENyV6pVpeS0VG0lRD+3GyIWoWENVDZHhjuNk0thFaFuwnUkQEwAUspKP61avXVmxMZP88Gh8fnzFWZ2xNGltKXKOJNzQZYCjTjLapx3s1beRoIzB32fpGVelzoYyK7DHj+qvHPzOjcE1lngHZEhmvxP1q5jXUptRmaw3QqAIylkzL+YeOVJ/44zPqPQcn+8LZgHYztz2+UDtrjYnj9x2g7nphma77qQQYMysKslry2r/I3qGVjj9bnzkEFtHCYev2XbmMFtnLMU/hWK6hZh9GE4ksUTOscYlza4jj1TEdoJN23caQllzr8I6XR6NAbspmJKkMihpa3YQcMidor4RoQ8sYVGYPjcbI6GBRo+NVDYZiN+F4VXo+P33/VLVozWY1bVTDZKI98mGrHTKbfDa1g1MvjPG8SHRTA6pl1QhklJ56Y3Wq1UZRA6UMklTD/CCVNBAbC2UVWxsCuScVaQvSuJ/tdpJRH4X1FOI6jVnHiN6BqLWT0xp9M5HBly1UXEAzXfSMOv+wci1n8gBqLmiohxeg7dsgKWsuVgsa2r/+1iY1OMfpMYOklThe6Edqez80LS+C/mJe5T1/OWfz6kGbX1xDUHkb8D7dLOuSnDOyzUcto3UQJkM88MAD6tRTT1WDBwfND2+//fbE33fv3q2uu+46NWjQINW5c2c1Y8YMNW/evBY739aE/t06WcUTmjOKmFBYKtGLozFRtmt82fesAr8rkzpTFKg1dPVL82h6FJXXbiyUqeFsjszSZ0/dV/35w+7WES0BUCv/dtnhzgb2EtLwqqSeVWY8ZZ1Jc8LcJ5qSpSDHO4NY1bBeokXDQ588Vv3xksYdi+ccPExdddI+6q4rjkqwJ6CuWeQ+QwL85vdNafTAGK4X636la47c413X8ZlT9lWDe3RSX8mpv4RDIrOulQQw4HgN6B44T+ifWcn1UOwH8z8L/YWTl+d4JWsHm55OXd9Ivba65vRubC2OV6vKeG3cuFFNmjRJXXDBBerMM89M/f3rX/+6+u53v6t++ctfqpEjR6prr71WnXjiieqFF15QnTo1rqz4ngZQEiD0gaLZ5ogoy9oMTlAZ1WxM2kYZmJ/bGCqESVWflo+VJJ3eKvAEPRpkeJtS802NLTua1/A1AaPv/MPys0rVDGnAF6X2VSrq0FQw1XibMuMlo/7NPd7lXLPJi/dogkAl9omPHF3bgkA29K7vmJvxAp0RX0WfDR3xSlQ1sb+j9+eaTdtK9auS4/I3F05TqzZu0/0Si2bX6nPmrHTSmsPxCprMD1MLV29WU4bnt9coMld2iHYA6KP3rzlL1dlTi4nLVDtaleN18skn6y8bkO369re/ra655hp12mmn6d/96le/UgMGDNCZsXPOOaeZz7Z1AcbMTe89sNk+T0anWMgNyfym6PvTkIxXpV3jJaqtj0VWs0SP2kBjis8UBWhVD7/6ljp4RO9m/+zWBmkkVvIsB4mi/8YUdWhIxqu1BnHk/S3TmNsjjT5CVbcx1jDUeS1d17DxF4hpVN6HcWrB9VDW2+WJdiSctGaa318+o+EKrx3EM10dtksCPn/aBC1w9o4CvcBqAa3K8crC/Pnz1dKlSzW9kOjRo4eaNm2amjVrltPx2rp1q/4i1q0r1tHco2khDX5+f8ioPrrx6cg+9c3Cay5iTDTG5pBMv7e8cSILd73j5VGmvgN1J6g18WjcfnplIWlReX0gmwqyaL41ryWSatiYdVx7IiTVsDFaxsgMS0vZDEUBoY6vnrmfphnmBZal4wV6Zy1hyvBe6okFq9V+e/VMlLK8q0JBlmrEHuN4wekCkOGSwM/8mw3XX3+9+vznP9/k5+dRDraFB+nuq0/O7zbfXFSIxhL5aO6eHE3Rk8nDAw2RZVNkj8px4sQB6vezF1bsgIGW/dFjx2iRHPTpagmgvkY26m2tGS/5jFqKAt8aHa/GuJdZwifVCNTuFcH4Qd3UaQcMVj07ty+sRlot+Pw7Jqh7X1quLjpylGqt8KtADq6++mp15ZVXJjJeQ4e2Hs+7VgFJ+zueXaKqDb2NKG5jZLyqrsarpCKaR3UC9e3NLPDm0Ug4au/+OvrdkHqKT5ywj2ppenqPzh3Uyg1Up22dawkabYNmi4BVS1HgWwv6dm0c9eSsBsitAZhL3zlnsqpFTNyrh/5qzdhjHK+BA4PeU8uWLdOqhgR+PuCAA5yv69ixo/7yqC6cPHGQ+uRJm9URYyuTpW0qgDOOyBmV2xqDDlHNGS/vd9Uu3j11qO7VU6m0s0fLAWtM0eh3NQMtQCLHq4kzDnj/vN5OTQGs2b+96JBm/9zWiLH9uzmpqg0tDchTCvTwaCzsMWYTVAzhfM2cOTORvXr00UfV9OnVJSvsUczw+PDRo6suMoIorqyZaIyMl3yPlhBFyBL78Bmv2gV69Zw9ZYj69Ntalp7rsedCrpVNbfg2l8iAR9MBAlrIHo7uV6/2G9LwvR/NjptT/c/DA2hVK9GGDRvUK6+8khDUePrpp1Xv3r3VsGHD1OWXX66+9KUvqbFjx0Zy8uj5dfrpp7foeXu0Pk4/o7iNkaGSDT9bSoFMQipzeZWu2gXkj79x9qSWPg2PPRhSSr2p15LPvG28uurPz6orZuzdpJ/j0bSBzcbMHsr6u5Zqq+Cx56FVjbTZs2erY445JvqZtVkf+MAH1C233KKuuuoq3evr4osvVmvWrFGHH364uvPOO30PL49GheTxN4aK1b6DelRVAbCMHNv60nh4eHgUQb9uHZtN8Q89gA4c3iuU//bwUGrsgK6R0y+FNjw8mhKtaqQdffTRul9XVrTkC1/4gv7y8GgqSDpgYygvzdi3v5bgPnhkdfQ/2n9Iz8Sc8vDw8KgEsvdiUwdxsFblNan12LNw4LBeWkVvRN96v5d5NBtalePl4VENkM0NG4Nq2LFdnbrx3W4BmOYGjJebzztQU9U8PDw8KoVcQ6Bw6OHRnICz9YFDR7T0aXjsYfA8IQ+PRsZJEwIFzf2qTPijMXHSxEFVJ2zi4eFRWxjeO3a8BnT36sEeHh6tHz7j5eHRyDh2XH/10/dPVfsO7t7Sp+Lh4eFRtUBw6v3Th2tmwF49Y9qhh4eHR2tFm91ZRVEeKUCCvkePHmrt2rWqe3dvWHt4eHh4eHh4eHjsqVhXwjfwVEMPDw8PDw8PDw8PD48mhne8PDw8PDw8PDw8PDw8mhje8fLw8PDw8PDw8PDw8GhieMfLw8PDw8PDw8PDw8OjieFVDUuCWiQopPPw8PDw8PDw8PDw2HOxLvQJiugVeserJNavX6//Hzp0aEufioeHh4eHh4eHh4dHlfgIUDfMgpeTL4ldu3apxYsXq27duumu59XgZcMJXLhwoZe398iFHy8eZeHHjEdZ+DHjURZ+zHjU8piBKwWna/Dgwapt2+wqLp/xKgnc0CFDhqhqAwZdSw88j9qBHy8eZeHHjEdZ+DHjURZ+zHjU6pjJy3QRXlzDw8PDw8PDw8PDw8OjieEdLw8PDw8PDw8PDw8PjyaGd7xqHB07dlSf/exn9f8eHnnw48WjLPyY8SgLP2Y8ysKPGY89Zcx4cQ0PDw8PDw8PDw8PD48mhs94eXh4eHh4eHh4eHh4NDG84+Xh4eHh4eHh4eHh4dHE8I6Xh4eHh4eHh4eHh4dHE8M7Xh4eHh4eHh4eHh4eHk0M73h5eHh4eHh4eHh4eHg0MbzjVcO46aab1IgRI1SnTp3UtGnT1GOPPdbSp+RRJbj++uvVQQcdpLp166b69++vTj/9dDV37tzEMVu2bFGXXnqp6tOnj+ratas666yz1LJly1rsnD2qB1/96ldVmzZt1OWXXx79zo8XDxOLFi1S5513nh4TnTt3Vvvtt5+aPXt29HeIJl933XVq0KBB+u8zZsxQ8+bNa9Fz9mg57Ny5U1177bVq5MiRejyMHj1affGLX9TjhPBjZs/GAw88oE499VQ1ePBgvQfdfvvtib8XGR+rVq1S5557rurevbvq2bOnuvDCC9WGDRtUtcA7XjWK3//+9+rKK6/UPQyefPJJNWnSJHXiiSeq5cuXt/SpeVQB7r//fm0kP/LII+quu+5S27dvVyeccILauHFjdMwVV1yh/vGPf6g//vGP+vjFixerM888s0XP26Pl8fjjj6sf/ehHav/990/83o8XD4nVq1erww47TLVv317961//Ui+88IL61re+pXr16hUd8/Wvf11997vfVTfffLN69NFHVX19vd6n4MR77Hn42te+pn74wx+q73//++rFF1/UP2OMfO9734uO8WNmz8bGjRu1PYvEgg1Fxgecrueff17bPnfccYd25i6++GJVNUAfL4/aw8EHH7z70ksvjX7euXPn7sGDB+++/vrrW/S8PKoTy5cvR0hx9/33369/XrNmze727dvv/uMf/xgd8+KLL+pjZs2a1YJn6tGSWL9+/e6xY8fuvuuuu3YfddRRuz/+8Y/r3/vx4mHik5/85O7DDz/c+fddu3btHjhw4O5vfOMb0e8wjjp27Lj7d7/7XTOdpUc14ZRTTtl9wQUXJH535pln7j733HP1937MeEhgf/nrX/8a/VxkfLzwwgv6dY8//nh0zL/+9a/dbdq02b1o0aLd1QCf8apBbNu2TT3xxBM6xUq0bdtW/zxr1qwWPTeP6sTatWv1/71799b/Y/wgCybH0Lhx49SwYcP8GNqDgSzpKaeckhgXgB8vHib+/ve/q6lTp6qzzz5b05knT56sfvKTn0R/nz9/vlq6dGlizPTo0UPT4v2Y2TNx6KGHqpkzZ6qXX35Z//zMM8+ohx56SJ188sn6Zz9mPLJQZHzgf9ALsTYROB42MjJk1YB2LX0CHuWxcuVKzZUeMGBA4vf4+aWXXmqx8/KoTuzatUvX6oAWNHHiRP07LF4dOnTQC5Q5hvA3jz0Pt912m6Ytg2powo8XDxOvvfaapo2B8v7pT39aj5uPfexjepx84AMfiMaFbZ/yY2bPxKc+9Sm1bt06HbSpq6vTdsyXv/xlTQ0D/JjxyEKR8YH/EQiSaNeunQ46V8sY8o6Xh8cekMWYM2eOjix6eNiwcOFC9fGPf1xz4iHW4+FRJKCDqPJXvvIV/TMyXlhnUHsBx8vDw8Qf/vAHdeutt6rf/va3asKECerpp5/WQUEIKfgx47GnwFMNaxB9+/bV0SJTUQw/Dxw4sMXOy6P6cNlll+ni0nvvvVcNGTIk+j3GCSira9asSRzvx9CeCVAJIcxz4IEH6uggviCggSJmfI+Ioh8vHhJQFdt3330Tvxs/frx644039PccF36f8iD+93//V2e9zjnnHK2A+b73vU+L9kCFF/BjxiMLRcYH/jdF5nbs2KGVDqtlDHnHqwYBKseUKVM0V1pGH/Hz9OnTW/TcPKoDqEuF0/XXv/5V3XPPPVq+VwLjB2pkcgxBbh5Gkx9Dex6OO+449dxzz+kINL+QzQAFiN/78eIhAeqy2aICtTvDhw/X32PNgaEjxwxoZqiz8GNmz8SmTZt0rY0EgsiwXwA/ZjyyUGR84H8ECBFMJGADYYyhFqwq0NLqHh6V4bbbbtNKLrfccotWcbn44ot39+zZc/fSpUtb+tQ8qgAf/vCHd/fo0WP3fffdt3vJkiXR16ZNm6JjLrnkkt3Dhg3bfc899+yePXv27unTp+svDw9AqhoCfrx4SDz22GO727Vrt/vLX/7y7nnz5u2+9dZbd3fp0mX3b37zm+iYr371q3pf+tvf/rb72Wef3X3aaaftHjly5O7Nmze36Ll7tAw+8IEP7N5rr71233HHHbvnz5+/+y9/+cvuvn377r7qqquiY/yY2bOxfv363U899ZT+gotyww036O8XLFhQeHycdNJJuydPnrz70Ucf3f3QQw9ppd73vOc9u6sF3vGqYXzve9/ThlCHDh20vPwjjzzS0qfkUSXAgmX7+sUvfhEdg4XqIx/5yO5evXppg+mMM87QzpmHh83x8uPFw8Q//vGP3RMnTtRBwHHjxu3+8Y9/nPg75J+vvfba3QMGDNDHHHfccbvnzp3bYufr0bJYt26dXlNgt3Tq1Gn3qFGjdn/mM5/ZvXXr1ugYP2b2bNx7771W2wVOe9Hx8dZbb2lHq2vXrru7d++++/zzz9cOXbWgDf5p6aybh4eHh4eHh4eHh4dHa4av8fLw8PDw8PDw8PDw8GhieMfLw8PDw8PDw8PDw8OjieEdLw8PDw8PDw8PDw8PjyaGd7w8PDw8PDw8PDw8PDyaGN7x8vDw8PDw8PDw8PDwaGJ4x8vDw8PDw8PDw8PDw6OJ4R0vDw8PDw8PDw8PDw+PJoZ3vDw8PDw8PDw8PDw8PJoY3vHy8PDw8PDw8PDw8PBoYtSU4/XAAw+oU089VQ0ePFi1adNG3X777Ym/f/CDH9S/l18nnXRS4phVq1apc889V3Xv3l317NlTXXjhhWrDhg3NfCUeHh4eHh4eHh4eHnsS2qkawsaNG9WkSZPUBRdcoM4880zrMXC0fvGLX0Q/d+zYMfF3OF1LlixRd911l9q+fbs6//zz1cUXX6x++9vfFjqHXbt2qcWLF6tu3bppx87Dw8PDw8PDw8PDY8/E7t271fr163ViqG3btq3H8Tr55JP1VxbgaA0cOND6txdffFHdeeed6vHHH1dTp07Vv/ve976n3va2t6lvfvOb+oblAU7X0KFDK7wCDw8PDw8PDw8PD4/WhoULF6ohQ4a0HserCO677z7Vv39/1atXL3XssceqL33pS6pPnz76b7NmzdL0QjpdwIwZM7R3+uijj6ozzjgj9X5bt27VX9Kr5c0FXdHDw8PDw8PDw8PDY8/EunXrdFIGbLg8tCrHCzRDUBBHjhypXn31VfXpT39aZ8jgcNXV1amlS5dqp0yiXbt2qnfv3vpvNlx//fXq85//fOr3cLq84+Xh4eHh4eHh4eHh0aZACVKrcrzOOeec6Pv99ttP7b///mr06NE6C3bcccdV9J5XX321uvLKK1NerYeHh4eHh4eHh4eHR6tUNSyLUaNGqb59+6pXXnlF/4zar+XLlyeO2bFjh1Y6dNWFoWaM2S2f5fLw8PDw8PDw8PDwqASt2vF688031VtvvaUGDRqkf54+fbpas2aNeuKJJ6Jj7rnnHq1UOG3atBY8Uw8PDw8PDw8PDw+P1oyaohqi3xazV8D8+fPV008/rWu08IVarLPOOktnr1DjddVVV6kxY8aoE088UR8/fvx4XQd20UUXqZtvvlnLyV922WWaolhE0dDDw0Opnbt2q98+9oY6cFhPNWFwj5Y+HQ8PDw8PDw+PmkBNZbxmz56tJk+erL8A1F7h++uuu06LZzz77LPqHe94h9p77711Y+QpU6aoBx98MNHL69Zbb1Xjxo3TNV+QkT/88MPVj3/84xa8Kg+P2sKfn3hTXXv7HHXZb59q6VPx8PDw8PDw8KgZ1FTG6+ijj47k3G3497//nfseyIwVbZbs4eGRxv3zVuj/56/cqLbu2Kk6tqtr6VPy8PDw8PDw8Kh61FTGy8PDo+WxYcuO6Pu1m7a36Ll4eHh4eHh4eNQKvOPl4eFRCm+u3hR9v2azd7w8PDw8PDw8PIrAO14eHh6lsHTtluj7td7x8vDw8PDw8PAoBO94eXh4FMa2HbvUxm07o583i+89PDw8PDw8PDzc8I6Xh4dHYZgZri3bvePl4eHh4eHh4VEE3vHy8PAojLWbtyV+3rJjV4udi4eHh4eHh4dHLcE7Xh4eHoWxxlAx9BkvDw8PDw8PD49i8I6Xh4dHYaw2HK+t3vHy8PDw8PDw8CgE73h5eHgUxppNBtVwu6caenh4eHh4eHgUgXe8PDw8CsOLa3h4eHh4eHh4VAbveHl4eFRe47XDO14eHh4eHh4eHkXgHS8PD4/CWGOqGnqqoYeHh4eHh4dHIXjHy8PDo3TGq0fn9vp/TzX08PDw8PDw8CgG73h5eHiUrvEa2L2T/t9nvDw8PDw8PDw8isE7Xh4eHqUzXgN6hI6Xr/Hy8PDw8PDw8CgE73h5eHgUxupQTn5g9476f9/Hy8PDw8PDw8OjGLzj5eHhURhrw4yXpxp6eHh4eHh4eJSDd7w8PDwKYfvOXWr91h1JqqHPeHl4eHh4eHh4FIJ3vDw8PAphnWiePKCbr/Hy8PDw8PDw8CgD73h5eHgUwprQ8erWqZ3q0rFOfz9n0Tr1xlubWvjMPDw8PDw8PDyqH97x8vDwKKVo2LNLe9WpfeB4AUd+4161e/fuFjwzDw8PDw8PD4/qh3e8PDw8CmFNqGjYs3MH1ald7HgBy9ZtbaGz8vDw8PDw8PCoDdSU4/XAAw+oU089VQ0ePFi1adNG3X777Ym/I+p+3XXXqUGDBqnOnTurGTNmqHnz5iWOWbVqlTr33HNV9+7dVc+ePdWFF16oNmzY0MxX4uFRe1gdZrx61XdQndonl46VG7zj5eHh4eHh4eHRahyvjRs3qkmTJqmbbrrJ+vevf/3r6rvf/a66+eab1aOPPqrq6+vViSeeqLZs2RIdA6fr+eefV3fddZe64447tDN38cUXN+NVeHjUJlZvDDJevQyqIeAdLw8PDw8PDw+PbLRTNYSTTz5Zf9mAbNe3v/1tdc0116jTTjtN/+5Xv/qVGjBggM6MnXPOOerFF19Ud955p3r88cfV1KlT9THf+9731Nve9jb1zW9+U2fSPDw8spsn9+rSweJ4BX/z8PDw8PDw8PBoBRmvLMyfP18tXbpU0wuJHj16qGnTpqlZs2bpn/E/6IV0ugAc37ZtW50hs2Hr1q1q3bp1iS8Pjz0RScerrTUb5uHhkd0L7zt3z1N3zlna0qdSdZizaK3aEPYJ9PDw8GitaDWOF5wuABkuCfzMv+H//v37J/7erl071bt37+gYE9dff7124Pg1dOjQJrsGD49qxuqNQY1X7/r2KXGNt7zj5eGRi/vmrlA33v2y+tjvntJOmEeA2a+vUm//3kPqw795oqVPxaNGsGnbDrVth59DHrWHVuN4NRWuvvpqtXbt2uhr4cKFLX1KHh4tglVUNezSQbVt20YN6N4x/ttGX+Pl4ZGH+SsDIadtO3epZevi2uM9Hf98Lgh8PjhvZUufikcNAAyLQ74yU73rRwGbycOjltBqHK+BAwfq/5ctW5b4PX7m3/D/8uXLE3/fsWOHVjrkMSY6duyoFRDll4fHniwn37u+g/7/1g8dos6cvJf+fpXPeHl45GLR6s3R974FQ4zdKu4D6LMYHnl4YsFqtW7LDvX0wjWe5u5Rc2g1jtfIkSO18zRz5szod6jHQu3W9OnT9c/4f82aNeqJJ2I6wz333KN27dqla8E8PDzcWLUxbqAMjOnfVZ0wIQhYeKqhh0c+1m4O5hCwbkv8/Z6ODu3apmpJPTxcWL4+Dlqs8Iq6HjWGmlI1RL+tV155JSGo8fTTT+sarWHDhqnLL79cfelLX1Jjx47Vjti1116rlQpPP/10ffz48ePVSSedpC666CItOb99+3Z12WWXacVDr2jo4eEGVEPNjBfQp2vwvc94eXjkY8PWndH367d4IQli6/ZdifsywBNLPHLquwif8fKoNdSU4zV79mx1zDHHRD9feeWV+v8PfOAD6pZbblFXXXWV7vWFvlzIbB1++OFaPr5Tp07Ra2699VbtbB133HFazfCss87Svb88PDzcWL91h9qxa3ekakjQCVvl5eQ9PHKxUaj2rfcZrwhbtu+0GtUeHjZs2haPF58h9ag11JTjdfTRR+vIuwtt2rRRX/jCF/SXC8iO/fa3v22iM/TwaJ1YE9IMISMve3j1Dp0wOGaozZCUIQ8PjyQ2Cqdi3WbvYNgcLy8p71HG8ZJZZA+PWoC3kjw8PHLBqCIdLaJH5/aqrm2bxDEeHh52SKdiw1af8SI2C8drozekPXKwWQQwfIbUo9bgHS+PUrj3peVaUcijurFz1271lyffVIvXxCpqjSUlLwFZ+V6h2MZbnm7o4VGYaugdjBibRY2XvEceHvkZLz9ePGoL3vHyKIznF69V59/yuO6dsXaTj9ZWM25/apG68g/PqIt/PbtR3s8mrEH0qQ/6eXl1KQ+PbEhnyxuMzUs1hIrkEwtWZZYreNRehnSTD2B41Bi84+VRGP99ZWWUTZm7bH1Ln45HBv7vuSX6/zmL1jWKoWFKyUvs1atzqkeRh4dHEpiHssbLZ3bsjldT3ZdLb31SnfXDWer2pxc1yft7NB82i4yXnFMeHrUA73h5FMabwrBuLAqbR9MgLLuKhC+aMuM1JHS83ly9qcGf4+HRmulRMgbiM14Ox0sY1Y2FFeu3qgfnBYHDu19c3ujv79FyVEOf8fKoNXjHy6MwpLNFQ9yjOoGspDQ6Ggr26TJrvJKOl3fGPTxcMDM53vGyU8eaQmb/ZcHQ8HtX7WOTpKb6jJdHjcE7Xh6FIQ3rdb75Z+3UkjTCs1oT1vT1tlANh/bqov/3GS8PDzdMR8tTDWNs3rarSWX2X39rY/T96pA27dFKVA39PPKoMXjHy6MwVgrVunWb/eZVO7LVOxot49XLSjUMHK+FPuPl4eGEqWLoVQ1jbBUZDIhgNDbeeCsOCvmMVytrP9AE1FQPj6aEd7w8CheGS2erKTZHj8aDLDhe3wgZL/bo6pVBNQSlUdZqeOwZuOneV9Q3/v2SV4vLgdlvyFMN7Yb02hJBvblL16t7XlpWKuNV5v09qj9D6jPHHrUG73h5FMKW7bvUtp27rMWtHtUHuRk1hoGX5XhB6bC+Q53+fpEXXdmjMG/ZevWNf89VN937qnpu0dqWPp2qBtfMft06RnPUO6tKbd+5S+0QNalF2RTbduzSrU0uuGW2lonPwnJR57plxy5/31tRhrQxAoseHs0J73h5qBeXrFMrc3owmVFCOGIeNUI1bGB2EkbK6rDGq1d9usarTZs2Ed3QC2zsWXhl+Ybo+5eXxd97uLPQ/UPHC87G1h1+HTWz5EUNadSUcl96emG20786pEpTeGj7Tu941TK27GhaaqqHR1PCO157OJ5euEad8t0H1Xk/fbSU47VVLHwe1YUdO3clHGNXxmvXrt3q148sUHNyMhWI1CO67Mp4AYN6dtL/L1u7pQFn7lFrWCgEVfKCN3s6KHvdt2vgeAGebpikGZahAsqa0qVrswM+DBy5PtOjdmA6zsiQYi/z8KgVeMdrD8cjr72lsGa9tHR95oaXznj5jataYRYbu4qP//LUInXt7XPURb+anUm9Ic2wQ7u2qktIKTTRs3OQCfP1E3sWlq7d2qhtC2oRC1dtUv96bkkufY01Xl07tYuoub4+Raktol6HzqjMULmwbN2WVIN3VyDK71+tB+azg/3iJeU9agne8Wolxe2f/NOzeoMpC2YygKUZ2QpPNawdmMacy7ib/XpQF7Fk7ZaEYqUJyi/36tJe0wpt6OEdrz0SsufSnvrsr/zD0+rDtz6p/vrUoszjGACB01XfsZ3+3me8YtpYn/oOanifgLJ88/2v5r5OUhKzlArluOzUPjB5Nvsa5VbheLWvC/Yjr7LsUUvwjleNAxsIitt/P3uhmvXaW6VfL43ytzZuzd28OtSFG5ePGNZ8o1YZMZbflxHWILqHjpfn2+9ZkGNrT8zegPb0+Our9fd3v7isUMarS4d2qmvoeLVWSXmoDX7wF49pKnse6AR1al+nLjlqtP4eFOi8QKLsT8g1ygb+rXsn3PdgnfL7V/MJp+ArD8gWX/WnZ9SVv386lzYIcRQyMHqGe9KeGvTxqE14x6vGIWVyl60rT/VZL4wl9mqygQtb/+5BfYKnalQvTEeLtSUmpALh8vUNc7x8xmvPhMw67InZG3nNdW2zt1M6WV0SGa/WOV8QDLxv7gr1qT8/m3ssnaDOHerUu6cO1Vkp1JW+sSq7Ibu8d1kqu6zv6l3fQXXu0LZVqvLCwb3m9ufU8owAmgyy/eHxhU2e9UNQ4vSb/qsO+cpM9VZO/efrb21Sf5j9pqa/z122vpij3q6tzpLmsXU8PKoN3vFqRYZP3uJmg4xSF6nxGtA9EFHwVMMaatTq4L/LgvN1m91GM+stYLjkZby847VnYX2JjBecFElNbA2QxmteY14eC6eLGS9IoT/8ykrV2sDsH2qH88D70rl9nWrbto0a0ade/7wg1/GKx1uWI8WAIrIj+AxTjrw14LN/m6N+88gb6kcPvJZ77Bf+8YK66s/Pqh8XOLYhmL9yg3p+8Tr11sZt6tH52XL/r6+MA8iLcpRxGfRFhnTcwG4RNRWOnodHLcA7XjUOSZmoRFVsY0HDiRzqAWHGq7VtXK0JZubB9VylESwNaBOrQgcN/bpc6N4ppBp6x2uPghxDWbQ5SH9P+/Ld6vgbHmhVlEQZ1Mgb+zwWxn99x1ik5uv/nqtaG9raS0GzM16hU9Q/DO6tzBFrkUFHszm1BB1iBI5grJty5NWMIoEK0PSeeTNQpv3380tzj/+/55bo/3/6UGWO1x9nL9SCTHmB3gVvbbIyc2yQ+8+KnPelojKe5bmHDNffg+7LmmWP2sHWHTvVpbc+qb5z9zy1J8E7XjWOzYmNf0cDazR25lMNu3WqqY1rTwQN27rQ+rE9V4iqJCTnt+QbLp5q6GFiQ0Gq4b+fX6bFJZau26KeWBDURLUGSBpvVvBCHxtlvOoSNLrW2MurYzu7+mlmxitUeuzbtUMhA7x4xisOHHUKz2uzoaRYjbjtsTfUfp/7j/rZQ/Mzj1sjmAuoeyqKShoPw8n73z89q+56YZn6+X+zz2uxoP+9lSHeZK4jeQ439y1QUg8a0Vsdv+8A/fOcxesKXYNH9eC+uSt0IODGu1/eo2wH73jVOOSGU0mNhTTKsyLRnBQDewSOF/poVKKi6NH0YGR9YBg5to0LM5KaVWtCqk6v+iKOV+vJZuwpWLJ2s5r1anlhHtN4c1FagSffWG3t/VWtQIF/kTpWmWnJM2SluMbUEb1LMRVeWLxOfW/mvJrJFkoHIK+WyMx49Qv7nK1cX9xYxz7oEmVgjWrvLh1Up9C5q4UaZTo237775czjpKCRq563sSD3krz2EXKPyWsPIPefvACGpBoCY/p3jdo6eNQWXlm+Ifp+QU5WtDXBO16tyPHKW7ByM17bilMNAa8MVZ3gM+3XraOThmMaiVlGIyOqkJN3oUf4N4yTvH5GHtWF//n1E+o9P3lEPfxquVojBF7kGpCVdXhD0I5qoRD+A794TE2/fqZ2SgsHvnIcLwa5kPF6//ThavKwnpFRmjdnPnP7c+pbd72cm/2oRmQpDtoyXlxL8mh25prl2o9Wi8ARBBlqhbHx8rINhRx6uYev2pQ/lhoCmZXIC/QmFZOzx4C8xrzrjTJeYfayf7jP7al9BGsZb4lM6OI11b8vNBa841XjkJG7DRUUrhelGjKq1q9rJ8VWTt7xqk7QAKSTbHuu5uaWtYmWyXht25mkMHpUP54N60P+GdZ+FIU5ZkBfdUlHS2qdpEZVI9Zu2q4enLdSi8/MfHF5YccL62GWdDaNVtRDjhvYXd128SH65x27dmfSxJHJeeqNQJb9vrnZ51MtkFmuvBYTm40MRrdQeKSMw5Hl+EtVVn5GrfXxynKm5PqOOdiU+7J0vPIcHRmIyMvUJh2v7PHCQCIddZY/FHG8MD9r7dm3ZmxMiLvlN01fvGZzIktWq2hVjtfnPvc53eBVfo0bNy76+5YtW9Sll16q+vTpo7p27arOOusstWxZdu+V1k81LCqusSMysEkJ2VIDPPnWDmzIprHH50gFSjhDslG2bXPLevZFarzQFJY1ZWsKLKAe1YeyEts0lmRPbdt7wPAuEylvaawU/Qzz6g5MlkARujaDFKiDorqh/EwTlTAZWhJYj7DmSEe2DNWwWyjUsz5Har/oGrZaZOwjVcMaqKuT8yrrfE2aeNb8MumYZcsF5HzId4yL2yby70WP7dapXaImsAhl950/fFgdcv3MzL6VHs2HDWL9LBKQO/MHD6uTvv1AgkFRi2hVjhcwYcIEtWTJkujroYceiv52xRVXqH/84x/qj3/8o7r//vvV4sWL1ZlnnqlqGWWoLrZFuKjjxqhl987tos3LZ7xa3ul6149mqcO/dk+iJxc3PFIwbHRDMwpdqA9OhuOFIEdPL7BRc5BOe9lIMNcL9NJpFzrdtvdYYlBIKinqb07IOpm8KPomY810XRvWWs45Ol5s6pu3dksHo9qdVttasi7necdUw8AcoTOadU+w9hXOeEmqYfuQaljlexeuTwpDZq2p0sHJq/MyKZZlx5NU7sybx9IRzgvqyGPz7Bj+nY4XHfW8cYa5DPVH3Mv7567IPNajebBRPPc1OXYDgscQZwJD4JH5ldUk16zjtXNncgI9+uij6oEHHlDbt1eHsdWuXTs1cODA6Ktv377692vXrlU/+9nP1A033KCOPfZYNWXKFPWLX/xCPfzww+qRRx5RrUHVsGxkNBWtddR4wTjjwgmaDOka1/1tjpqzKKApeTQ/0HQSMrponD0z7JsjFzMYeCxyNzdYc5NybcAwUOhg96x313jx84pEuD2qByZVrgxoeMHwQVNg1xpi1vhUe9NgGaTIi6JvMu6ZyxjF2ky2GHveAXEj5Xy2Qa0ENUznO++cacyzJQUN6izDHhkgJm/6hmIcLkn51RY5+Wqnm8nry7uHZqYvq1bbdIDKBkHkWMyjkCZVJ3OcbzGPilJM6aBzvOStK1LSHga8R5U5XptyMuNi7JoBr1breCF7dPjhh6uOHTuqo446Sq1evVq9/e1vV9OnT1dHH320mjhxoj6mpTFv3jw1ePBgNWrUKHXuueeqN954Q//+iSee0M7hjBkzomNBQxw2bJiaNWuW8/22bt2q1q1bl/iqJsgFCwtSmcLaVKNdR6RMRqCwyJFbjaaIn7l9TgVn7dEYQG8k4vWVm1IbLwxibk5LDEEDbm6kabiipDRakNFg7YULvoly7UFG/ssq5tHQwRijA2EbR+aGWvUZLylYlKdUaFyvqz6FzkXHdm0j47+o4yXfs9rmFvYbU4DENPzz+psx0s3ATVc6Xhn3RN4vrmFoV2ACTXX5/lpOPrz3j7++qqpV1My5mJnxMsZoVnYpPV7LzvkkJdClJGk7tqhRnSuqEjle7RMOO2qLs2os5Tj0jld1YIMYj3nOuVxXal09ubDj9clPflIvsn/961/VoEGDtNMFJ2ThwoXq9ddfV/369VNf/vKXVUti2rRp6pZbblF33nmn+uEPf6jmz5+vjjjiCLV+/Xq1dOlS1aFDB9WzZ6AkRQwYMED/zYXrr79e9ejRI/oaOnSoqibIRRY+VxnqQFFuOCNbiGq3q2sbRbeBZxau8R3jWwgy+rh8/ZbUZhoYxMGzOvvmWer2pxaJY6hS6Zacl8IaPbt00HTCLNBwyqMMeFQPpMFTVvRCjjMGY2zRdtYIMghQ7RTlpOOVV+hfjLpl1ncRjNZn1tcK4xjGZR5N7q9PvanOvvnhQnUQqHU564cPq988skBVgt8/vlBNv/4e9fU7X3Ia93nOonlvaEhn3Xt+BmjvvIe2KHigsqpS4hqgnJ307QczDfWqomtmUg2L1xma87NIg2YJOXdxX7Oya/K8MG6z7AQ5pvOYO3Q06aDzf/3aTMquMNw9K6MqsLEEHVX+/a2MmthW5Xjdfffd6lvf+pY69dRT1Q9+8AOdJfrsZz+r9tprL501+sIXvqD+9a9/qZbEySefrM4++2y1//77qxNPPFH985//VGvWrFF/+MMfKn7Pq6++WtMU+QVHs5pgUibKRLBMbrhrwaaBzw1RRmyBvA721Yz5Kzeqx+bXZsf7RJ8UQeeKqBid2qm2wln60QOvxcdsSfb6cm2gNMZ759AMGVEuEuH2qB5IQ4q1fOWphu1UfYfQ+LU5XkYriq1Vrnq5sYLeXHnHuxyv+vC+ZRnLpnGcN7++fudcTUH+/r3zVB7+8/xS3dD6mgqZC7+cFThsP7jv1cL1pHn3hg56VgaDaxwyhuiL5sp4QV4dQLa+fV1b1Tms8eLYr1aFtLSDlOFMFax1C/6WTTkva29kBXrLUCBN5k5WJo3zgQwMiDpB3En+Let11Zg53lOxsQQdVf697F5Vs44XqIVwsoDevXurLl26qOHDh0d/HzNmTFVQDSWQ3dp7773VK6+8ouu9tm3bph0xCaga4m8ugFrZvXv3xFc1wVxkyywoG1P9nnZao1JSWMPmeMkO9bUEZHDf8+NHtEDFi0uqi0JaBHIzlv0wuMHAgJFGrqxX4SbYP3S8XFRDmfHKQ9xEubYXxT0Jcv1AZqoMVVk6+MyC24w+Ou/Mrla7opzMnOQ7Xkbgy2GIcu71CWlxaaqh21g2zyHLkQmof8F6vKBAxkuu3ZX0f4K8s/n6sntSJLNvUA2zhBZohCGjz6y+1enflGyFkdq7xPlXE0zaf9YzNx2abGeoGDW2MWrEymTiZAuSvEwae4KhZo+I6KkZ5yOdTK+8Wx3YuK1YOyPz73kNuVuN49W/f/+EY3XZZZdpB0w6ZvX19aqasGHDBvXqq69qaiTENNq3b69mzpwZ/X3u3Lm6Bgx1arUKk7ZTJtvAhVE2RbYteGbx83bDcFpZo40LYaCQ680+ObUEuWlKmphUffrgYSMSxh8jyNyg+OxtkvPB+4abnHe8WiUkxQdqUbasgQvROMup8WJ/FmZXt1Y71TBR6F+sp1De8ZSvpvNZhmqYJ4zjMmCL0OioUKvPvYKCdQbj5LxP13i53xfnSKe0f7gWITNF9UGXExFlvDqIjJdl7K3amGz+bjpe1VrrY46HohQ622szM14l12rT3nCdF5zwVMYrw7Au+r7S3ugrVHtjZcOsjFdtidRkASrGtV7iscPo+ZkneLN5u8x47SGO1wEHHJAQofjqV7+acLwg2w6KX0vi//2//6dl4lFzBrXCM844Q9XV1an3vOc9uj7rwgsvVFdeeaW69957tdjG+eefr52uQw4JGlnWIszBWoY6wIUR3HfKQdsW7Tjj1d466CtdxH4963V1/A33q3nL1quWgNx0i9AlH351pfr+PfNK9z5pKshnTWNnpzCekfG6+IhRauYnjlLt69roSOLycNPic2bzSVfEODJcClANoxqvGqcB7Ekw148ykUSZ8cqu8dqeyK5Wf8ZLCI44WADR38NjKfDgytAsXxc6F8JYBJitycpSlKGTbyoRQQbktcmseVHIYA2fc5n6JDikWJewPvWtj+8NhRNc18rP0BmvcOxJhV+blLzN8VpWpWyNMnRNruVklWdRDdOZtLJUw2KBBjhSHFrcF7KoZFu2FXfoVoR7NZk6CWXDzAycPVBZawA9+LCv3qOu/+eLqpax0XjmWVnOPTbj9be//U19/OMfd/79oIMOUt/5zndUS+LNN9/UTtY+++yj3vWud+lGyZCKh/AHcOONN2pREDROPvLIIzXF8C9/+YuqZWwKowDkO5dxgqQsK1P1VscrqvFqZ6XLVCqmgFqEecs3qJvufUW1BKRBs0yIU7gW/I/97mn1zf+8rG5/erGqBsjNCZutjjKKxUvXeLVto0b36xo1P+aCxWePSLBLcl4fX6B5MkE6IumJHtUPM9JcZv2IxTXaR8bv/z27RIs7SNDIGSiyq9UcrU3TqTJEHsL7xwCGy2BcFgY8zIwXHYwsx6vU+RTsy2iv8Ss/b6UxxH2AVE0a3FlOw+Kwx9vAHp30WkVwr3Fda6LGK9z7bNlac/1iJs2sAas2pCmB+fTBAeEYbM6MlzMjKZqrR0GJrOBC+L5Q/cx67liftu8M1g6+b6L3W2at5I7CdWTVjF+HQjg/fWi+qmVsLFGbaNprtV7jla0PXQIHH3ywamncdtttmX/v1KmTuummm/RXawEHIzau9cs3VEQ11Op3HdppA8lWa7DeyHidN224+u8rbzUo44VFj9QWbr5V3UNi+86IEjNvectk6EzIzQmGLDIJ3PA61LVVHdvF0V08O2S7aATxOcNwgdGMyLVt4SvjeA3u2amq6yY8CmS8ShiikZy8rvEKtpLZC1brr4HdO6vpo/sk3hNrFIHxxixZtcEmmOGqcaSTAZrcC0vcht/yMLvOrB/RNcx4ZRnLaTp5sWOL7AXyc8tGkc1AD58zndFBPTrpvSFrf+BaOqJPskyBgUDX/eR9rwfVMMxi/e3pxXov+8gxo6O1b1XK8UqOuWo14Mo4SOvFGASLIzPjlWLINKzGy5VhimyLDu0ip8hVRwy6KWjOzGK9uXqz09GEGBaPk/tb3MurmNgH68hIUawltJbA5saU45WT8RJ/xzoHmrw5n1ttA2WP6nW8yi6kHPgwvqOIkWXBW2PUeJ283yD1wP8eo/7nqFH657WVRErFJNqyo+lrPp5euEZd/KvZ6tk311iNlDznUW44ZfsdNRVs3H46kLL2Qv9sFB9LozmrlxANEyoWZmFory4R/7ySQn2P5odp1Jeh4HC8BDVeyQ0QfZLMuSWdjq3NMOcrRYoqVyDDxPo1V6SeFF+TapjnYJShd5lrEwzyvMxiQ6LIQZY9XQ9KAxuOV57T8HRYWztpSLLNS14TZToQGHfMeCEw9p2Z89TPH3o9PqeNSVVWWdMmz7naYDpIRVQNmXXNzJ4atMQsJz6rJjTOTDmejwzsRRnJHblrEOeHa87NXRo46uMGdkv8nvZL1n1KBTByaJb4rO/cPa+0c9rU4LUC1cwcyMOGKHhSV6jlgLku13Kdl3e8ahgwbk2qSzlVw7gWKKvWYJVFRWhYny4RJ7/IZ85+fVUiUlOmuWJj4Dt3v6z+88IyTRW0TeS8Rbga09zmhoDr4T3uI+olZLaSRlDUCyXMdgKf+escvdFIp4lRcJNeaoOmC7UJanjIw/eoNcerRMZLjCFmvAgp001nDusFa0llUXX1ZxvyqVt0Km2GH+aTS1wjr5Yp+IzgGfHeZRqXBTMS5ntX4oSYASh+Fg3sgT06hz/vdNbFIiAGHDC0p92QduwN/GyMOxpuhAyuMePFjCUdOmJ16JhVG/gc6YgUcbYplJSVOaBDNygch5VmvCiE4no+MRW0LlP8RNZ3YXj36crrtb/vS07Hq/g8KpoR/tL/vaBuvPtldeNdsc1QDWBpQK23btkYjgdZq5c1ds2/1XLmzzteNQwYuLSRh/UOsg3c4IuAi67uw8OoVEHHq0zD3P++slK98+ZZ6oJbHo9+Jz+nORaPe+eu0P8/8PKKis5BLtrVUtiZynht2xE1FjSfFbOVdDBtTjck9bHRoK+P+eyLUA2hRsbI/8JVnm5Ym1TDEjVeFjl5YkWY4UGEnM5djy7to0h5NWe8ykl5JzNetiASAlNcP5gFKlObwvtHp61ojVfeuevjheNd1pBJyYWHnx2xMISTaQts4TpeWRE46AcM62mvfXNmVIRhLzIAwMLVm9KqrOF6OLJvvfrUyePUOQcNrWp1u/QzzxKNoOPFMZjfx4sMmTJ9P+WzZT2ZayxulPXjGXL/Mggjm2G75sNLS4O2L/sMTLb1iV+3vdF6nj44b6X+/35hMzQVEJy5c84StWTt5lKCNtU6fotgA+vM6zvoXmx5gkCpjFeVBk2KwDteNQy5kIwfFESAXl+Z37vF1gGeC9cn/viM+t7MeYUcL9LZ8pyWu19cFkU3aQjIRQ8R8eakpvGz5P3LW8AkTaJaIi3mpofNjspkvbvanxWuE0YvBA5MKgghpfXL1HgBQ8MAwJvC+GGNS7Xct1oBGnuf+r2H1MOvBAZAU8vJl6YaWrKmBOshuTZgXwUlkZz8qs54FZS2Rm0KjSBmG2zHgnpLMQCzJqGIGhsNDn5GVnbepHPlUqhljVfJTL5pJNHYpgOGa6Njadsjnn1zrQ4cDunVWfUNMx1pqqH9nHgPEFAijZpYKpQK4z6EgSPXpk0bdclRo9WHjx4dXnN1rkl0UuJnvt05BqkSGmW8CvTxGhRmI8tmvOgQMuPldIy3WcRPHEY13xNzgwFC23PHvu2iGpaZR2UDvs1hmvz7+aXqkt88qS777VOl1uxadrw2Jpzz/ACUWSNYrXO3yR0v9Mlat25d4suj+Q0ECCmM6d9Vf//qig2pyNLfn1mspnzxLvWnJ5JqYzQSUGC6V89gIQa+ddfLUcTa1bDQlkVxQcpHvxE29ZSLcNn+QSbyeM7m37kAy8/EApbl/EknrRocCJwrnx971CDSyYxXX+NZMYKMxU7ee5vR/MaqTdECz3tFOeY8MPPK58zN/fgbH1An3Hh/ytD3cOOGu+aq5xatVZ/9+/NN9hl8vlR7K0M3i9ePWE6eINWU2XBkx6FaVwsZLxquVE1zGWjSkBveJxj3EDcw1xuKBw0WayxRyODYVjzjlWovUiKTX5ZqaJ4zf5YGFZ0im4HoohkCeZkPniscqnFG9mPlhm1RDzMGEsy9q2fnDtH1V+NYjCl92ZkpydooVOMV2gbMvJbdy3he/UJHObfPWijeVKTGK3C82jmDAKiTxO+RHaG9U8k8iuZ1xjySWaXGLoVA/Sszd8Ts1wOWiWSbuFCmNr0MnnpjtQ72NRc20jkXAiyZz2/7Hux4zZ8/X51yyim6WTJ6Y/Xq1Ut/9ezZU//v0Xxg0TWMHlAohvburJ2cmS8uTxjon/zTs9p5+vL/veAsjp8wuEfib3MWrY1e76rzMeuGXJCbA6mQ5gTL2/RRM/LnJ95M1QrccNfLav/P/Vu9sNjt9JsLPrNCsmhd9r/KN1CaN0NnAzIGVIKiQYbriTJeRo2XjAgyKghqBzYxM+PF/mY0WnCMGVXOdbxC5w14csFqvUHAIHphiQ/OFMUjrwWbIFouNBW4iVNVbv5bgWpYHjCn+VrUZRw6uo8a1a9eTRneK1oT5NphqsrlNctsSaQdnR2ZRixqr0b27aqdShhsplFFlc/BYZZBQgoPuOStuU7xfNaViOrnGWbSiCtrhKdUycKAjjS6oz3CYuQys57peDmuNXboO2ja3PVn7qeuOWV89He8DvfTlbHH+1O9fm2V1OxmUfo2OerkODYROCGrAccuX78lETwlGHQbO6Br9PoyDnec8SrmEAZU9nbRHn71X55VTyxYZb1W2DFDQoGmhWL/MOu7YOuYmWOK1GQ3Fy/W+gGQwWvphDUULy9br971o1nqnT+clVgD24u6rTzxrqZwvBDMee9PHtXn1lyqxBsEVb1QxjI8nrTEPYpqeN5556nVq1ern//852rmzJnqnnvu0V9oSoz/PZoPm7fF3GhQKN4xaXCU4ZJRIk5URIvkgsLIKQb92/YbpD5+3NiogJuyrSgsp4HvqvHKoyvIycTsWdrxyn6Pj/7uKU2D/MezyR5a3505TztM3783SY+UMBeylWFWqAz1ILEQ79yVEiVobvDZ4XGxOBWbKmlNA3sY6mkioiRr+wA0L5WgcyzruzC+igCiK6bjJTeHRat97VdRIJPd1OA4PnR0X/3/84vWFXKKaNRh7UFEG87XzCuPUr+6IGgrgiUD7x0ZyGFWlgbTF+54QffvkwEMGMrIgjBb0VKI6mByBAhoxKK+DcbAtFGBfP4lv3kiseZEjpcl48U5iNtgRnSdggYllNvy1VqTlO8yMANaG8Kf+Z5dOtZFe4Zt3lMEw+Z4MUPvMqR5XaQQvufgYepDR4yKag3xzHAMfVnT8UL2lYIb1SKWlEUvdWUD+Aykg4O196iv36eO/sa9KQeGx0N8icIdrwt2QhYQnKQTwj3HLa4Rq07Wh4yKe15arn732EL1oV/OTjiRHC9YS0b0rY+cNDO4OTeq70rSDHn9+nMzGi+b9W1Z+70MwuJ1jRVonbcM1xU8y7nL4rY0ooWd1WG22X2VOl73vrRcHf61e9Q/hJ0Ip5ZrR1YQu+mphttz5wTZWXtUxuuZZ55Rv/jFL9S73/1udfTRR6ujjjoq8eXRfIg2uHCzOW78gFSNDia6xAKxyEYNUDu100o5Vxy/tzrvkOEJ+WOqQmFiyL4ZkmqI7EsWXUNuGDTmTWcoaxFEpArCD8B9oUiGiaxorbkYR7LHJaLDDREhaArQIJGLFsYDN9phveudKmE0sGiM0BmO3ju8D1zYKMVcBLaIpaQ2Fike9gjQUTR7bapmn1QU22dgVzW4RycdVHh0ftyjD0AG55/PLUkYH6QSwhmgU47/sRbRR8e8ZzahZxik4Vr1/OJ16hv/nqteFuvTLQ+/rk6/6b/qS3ckM/MtT/Panrkm0OD9yhkTNe0XwjJSxIfBEPa5k0CWjMEul9FoilUUlZMvVuMl1VobRjVkRFoK9xw8srf+/v+eW5Kq+cQeg0vfd3CSKqhfmyOWsNbR5oKOLAKGXNfwO6kER/C1RTJ9ryxfn6BPNzX4zFEGQAl8m7omx0xA6YtZCTCi4TygdsiVZRg3KLjvjxnzvYiTnqe2KFvVmIwK7J3S6YiYN53a6Vp1ZO+WrN2iHjJqW+cuDdaKfQakHS/243JR1cAE4hIaZbIL9vxCw+bGCrTK95V10NIWYbmAC5KpU4nj9aMHXtW90r5250vR7+QcaK49eqNwzqN5WyALuUc6XgcddJBauHBh05yNRynIGgsWnMLoQWH7W6FhtGBVkjokoymRKplYGLkogaoArHKo5OnXCfpZluRyosnmxvJOj1RqdKXhs7jB5t9438xauKxzMGmILa1sKJtaU64XixaNPGaebMXqXLBoeJgRZy5+ZRQNiaG9gkVxybotUVRTPjNSIRsDoMPmRQdrGTLQ0VRF1HGNV506ap9+qeAGPvfsH85SH7n1SfWPZ2Pjefm6rYlaDwLOl4w+r9mclPM2a8FQw0b8YXawr/xy1gLVUsCYZU1q3Icqe83hNSHocNLEgfp7SallxkvW0SbuV4aTIVuGRFTDzMx88XVVvnclFGrOa9bt0ZDifYGTfdaBQ7RzBYU4ScHkcx/dr2uqFYGsWwU92XbezKSyVouQ4gxx4Mi+fvWOMl7ZaxL205O/86A68dsPNHq9D67FVqO8aXt8D2OjNP0sI0fK4uAAFKOwZRlmjO+vv//XnKRzBsx69a1ESwiAzgdsDIqh5KlOooGy2ePPDMxxv8F1woE656Bh+udv351ksVABc6xR38XX6vNxPB8ZOI16hWXt9yUZOcjSY/0yRaVMSGdvWbiGmueXtUdivEgnsJL9lBR2OF+2z4fT2xxYHwWP26uu4bxFUBwq2LZAfpTxCm2Maqi1bzbH66c//an62te+pn75y1+qJ554Qj377LOJL4/mAzdV8uixgbF/EyePuWBwk4HTQdoAjSJZx8VBzYltE1cAvQb1YXl0Q7k4833LUGIktUYa2nLDyuIGm2pKURF4qYxXuYW4qRFvVu2jje21FRt1dA7UQSnlDETGneD006E6e8oQde60Yerm8w5M1ueUVDSU4wT2G+9nwvFupCjVays2qHd8/yGdIWmJejtkoJq6KH+beH8zK9lYoOGNtePIsYHjJQussQnSWABFhWBghvQ3F62V84S0ZLOBLcSACFlb0FI1lHJNyGtKv5ZOZXhtrD+RVO08cY285q/IQHKdI+0M99V1f2hAsQ4ia02T782fy4gckU7GMcB5zswXrgsqpydOCJzRvz+dpDYBtmyXrDlElsl0TGRjaI4rQtaUxfWuDscr/H2eAYdxyazHPJGpaSjA5Djtpv+qI752j86o2YxMOPVZzaRlPZ3Z0gFYYFINRTaSzwUMGWQgCciav+cnj6jTvv9QYr+NsmsdIJqS3TcreV5ph1Aa/bE6avCe/3PUqPC8Vkfvg/H+augImsIavJ7gfOzBAylExuee2SbCsBnyAl8Y21f96Vn1sd9lqxJKh07ecxkwyRqPmKNyOjAwXgaytCBWIpV7dPPYNhujdaIuen5f+edL6tyfPqouvGV26njeI6igBue5BzleK1asUK+++qo6//zzdfbrgAMOUJMnT47+92g+RFE/YRiztodZInNxYaZm5frgf6T1ZQNKiihwMYwb8to3ryICG7KvCBdSU90uM9skFisZAZXvUUnGy6QPZp1DtXVNl/V53NgYUUZknYYX0Y19cbbuiBbWXiGFEJSqL5+xnzo8NLxR0wf6KItXiyoaspdXrEyVzm42lsOKqB02IGT4msopcQEbOwyTQ74yMyFd3difUXQzbggYUIDRxoJ71IjQeJEOhIyA0yBjobpEMuOVpISZxqHMZnMtycugNyWYBYdxwmyea12I5pFYf4eGVFsGvnAfJS3TBtKkbP0Qt4h6jn7hvca4dzlINDCZrStKn44L1ouPs6hxb3he+BkBCZ4bMzDTQrqhFIlhZoAOlgk4qdiXYGh+5q/PJf5GgxVBPzODGvej3BmtP669iwZ43jVLI5xOdGPgrheWaUn9xWu3qFsffcNKAcZ8yRIo4TPAvWDm0dbWAcCzkQ4RMqh7h3Me1F/iz08uCt5720714LwVVoYNA7S6jtOyF8osltm7zlzP5F5GqXtkpTDOueZA8AnnjnE63DJmGFiEgyxVlG0CHhQhWd+IbRnuCGvPnxRlHmVsmSTV0D0e5XqQd2wRsKRkcwPUTSvFRtFywGxsDpqpdEzl2kwBL+y9LS1y1myO1wUXXKAdrFmzZqnXXntNqxzK/z2aD1wMeoQLCcBMB5XpTIeIxgKNAVAGpHCC2QHeJSVPxJtCMb40F/4yTo+tRky/h3C88PmuSWjSBuhUpnqllHC8mnJxQiYyTyKfzwdODh1n0krYS8uV8Yqphslnivehv4ZNvpIaLwBCC8Cq0HGT9z+v2XZRyNqCMk3DGwMwlB6dv0rPJUSHCTgpZ9/8cOJ3lQIGJ0VtmtLRl5F11udhvnGevS4cL9mYlhs2i+xtYy2oJ0xmhUxDmZRFQIpq5NU5NBViwYx2UcaL9F0TtnlkGvNYlziXXZljUhDP/8Xj6qo/PZNYx2icIFKPuc56sLy6s4gmmWlcxlkAc98oAs7rqKfTVtQV7Ug54KP6dU2NJYrv2NYqAAb2x44bq7+/7fGFkfS8dGr5fCQ6h3WR2BvyqNIMKOUZrzZV3sbAI6+9lVIRjj4zcrzaRecv75+tThv7+H57BerEo8LMqwx0SVopDV02IpY1V8+Ie83aavlZeC2MZY7bY755X0rEQzauRoYKjiHMjFNDATC5D8i9jOC4oCgLHV6Ma1u9Xr3IqtmCsJwXmrpJ4ZaCYlrB9WTvW3JdyxIHklRDafNsDqmlefRBkylUlmoIlgacU4LOjQwuNFdQeYPIjJuZa5uaL+cESiMQGIPjinraPcLxWrBggaYaTps2TY0YMUINHz488eXRfFgbGTXpjZ8LBSc3+/RwsDMSRiPZxZXmxDal5Akulq5FDDUTcrGI66uS/YOKOl54Ly6i0nmDs+LKeqXUt7Ymz2FgKPNcDeIaMBamXz9TnfXDhzOjOXGUsH3UoJKGOiNC1izEth2RUSgpUmZ9Dp5TJTVewfHJovWG9AoqRtloXiN9ldjsJJXnV7NeV4+/vlo3wmwoUs0imyzjFWYnOgTNjZkdoGMlDXGsKazbW5HleEVZhx2prGnn9snIJimLwfFNn+HLQyQK0KEumke4bpvkeCxSE88jrpM05vncYPCZEtgEZPiJP8x+U80WvXyY5UCUHvOT6zPoYazjlaABx3qwIvRpGI1sSFtG0YzrKLOeuHd8bqCU8np5Lgz2ScfLtlYR/3PUaHVSSId7SGReltAIt1A3SWXFuOa5mM3kCY71PENT7h+NGXCTGeT5KzclMlN87jBIJ4bO1PX/einKrBDmGn3128ap4/cdoL50xsTofCnMw4AjnFpmx6Ka3DC4gGfIuc8gU6quOMzQ4nO4F/7gvledQQmMg79ddpj6+6WHqwOH9UyNSyn4QdCpW7RmU2IeuQLAuCYa7z954LXEupJQTkxkEHcUUg7Ux+YEDGU9bpaTJvctmcFMshu2FnYIywaoTAol16mGqJtWig1CIIyBAonXRWsT7DssjcFY55yYbbQmaLWO17HHHquVDT1aHte+fV/11LXHq4uODDjRiabG4UJByg471XOC0/HqZ2xKcT+M7YmJbRbRR58XLmKuDd6kxJhUQ0Zaizpe8pzMGhuX0IL5el4b7wXU3PLOgZsvN6ymWpxQ1IzFEBHeLJnfRPTRyCLYoshStpr8eptDxcgdnk9ecboLZu1EIuPVSPdNjqsiAhuN2TdKjiepdMai5caAGSxoKkefc4AUwFTGxpgTVDmlccZCdQm+F56RSYfu3CG55ZBugyCDvOYWc7wiKfQgqs/M0dOh9LnV6BXzg3MKawki30XqJE8/YK+EwBEarBJcv7muk5YIsZMjvn5vKhvH5xkLg+Rn8fG8JoS1VqC+FQXnNTNPCIpxXMg1gw1rMfdxT/Cs6TyxXsOFSaHwj3RSFoeqa1y3beuXzHhRRMMEn0neWEsYxY3oeMlnh/2YQQ1kRRhzg8N9zkFDo/v0zX/PTbyHWQqAthA/ef/UqJ8efC7uFRRvwX5BlgudYgo9SNVj6ZDZxLw+c8p4dcFhI/X3phLqmo3JoASynvsN6RFRjqUDS+NfzhGuK1EAw8HSkCBt8kcPvKbe/7PHEoHLuJZVUg23F84sUSTIBWmLZDnyCcdLZrwKUg3N88LzL6N461KTlmO8uTJe60Wd+uRhvXQmE4ETir7IbJ7c77EuUxBMijO1asfr1FNPVVdccYX63Oc+p/785z+rv//974kvj+ZDu7q2etOXaVqTD05ngg4Oo5xM4Zt0DYplsIA7zoy5Ml7ZvbxMp4dRDi4gRSKzpnAGjREzKmVTwJLZA/ZFis4hynjlGyk8lpG4pqIaShXK+SvdjXN5rt1FxouwRZGlbDUFDWw1J1HEWFJ1SjpeaGpqc3Abs/m03EBkJN1VSzHhs3eqH9z3imoMbHB8tqTK5PW2y0Nz1BRiw+Y8pMFq0q/MqDDHRFbGK66zkUIuwTpRZ/SDw7xnPZscFi3leHGt4DUcOy4wAv72dFD3IkGnW8rES8MQhkXkeGXQdSEw8dR1x6srZuytf351+cbUPKexK2shcM+kYEVyTcvP4kvHC4YPBQ3KRs9lDQ/pcHK/gEHNGjIYU3AsXL0hTYwI1VllEIp1lQwmSjCjmnC8XDVehpCU+zqF8EAjNW2Fk2WqxzFIwWcONggyKah3u/PyIzUNHPdB1r641mi8jvsdgwkxe6VjysFhhshcSyUlMO7/2D6q573k6FERzZrOB5xrUurMe89SBln3bVtLaNMw08yAXW+jfYDEseOCDBzFWyRVTWZXeP5ZdaRmDXpe4Es6TlnsBFlXJudm0XpenhfsEOznoA1CQbjSgB6fqSmu0Zi1UzbHcPfu3VEQA2sjbLB/X36kuvPyI9TYsF2A3PM4BzGm4aBNHNzDStFttY7XJZdcot588031hS98QZ199tnq9NNPj77OOOOMpjlLj8KIqX87EpObmyMnOCNbZnEzM16Yd4gycLGmfKyJqImyYxFL1VcZNV5FIrNpcYzt1uiPLCROnANruULhEbyfTl2HEcYihehRdqyJe0jIhTmr2XBc39deqwLlOV5StpqbiLVGIuTK4/nEm105x8vsQi8XddxzCHc0FDIC5nrukgKItf/rdyajxZVCyn7LqJzcq5Y1UHTDnDd5VEO9kZV0VraIKC2zVCb9ypyXGJ+YO8w6Z4lraKqhkfHZJuoLANQ/YW6Z19vcgimpgu/wfpw1ZYj+//+eXZJYH3C/Xw6V6Mb2j/sKwcEgfTpBtcyZQzBih4dOhuyjE1MNg3X2uNARJJ5blMzEbbYwCVxGVNwHsp2aHFLAXlu5sfA4onENZ5Pjh/Qgeb1oVkzHG+OBxrSkI7rANWqFhf5mE21gRjVBNcyTky+T8WqkcQkHB2MfxjP3bAYpIrXi0EHgnOK6LrN/WawEBlNilgv3cpGNNDJLZmNqua+bGS8yYWAIY4iR8s1zgqMorwHgOKF4iMvxijNjwfmsKpDxuuSoUerPH56uxof9yZ4T2dtoHnVqH91v7EU4xlbDmXK8cp67tEUyM16OHlxFxxiDzXgGstl0Ubj6/JllG43Vtwz3d/IX71If+uXjRu3qzog6SCVuKMJCOIVrhWTHxH3h6hJNtKHkXIso7Xjt2rXL+bVzZ9PKK3vkw5nxEnQQqVZG+WMCmyEFFiALHGW8wsmR/rxsOfmo1024weJnGWkfUMDpSVMFk1mzPMoZFxWqb2EDkYXGhaLD4fGMbjcV9SuZyXEvwLwHuP+mXK+rYF3SmQBTcr5scboLUk7cVq+UR9sogjK9wcwm4g1FIlq7YWu0obD3TmMYaOmMV/Z4+9vTi9WBX7xL3Xx/staiKN+/U1ijQMMGDgOui/OaDhmeKYw0XDLWCZvBx2wRDD062T3CzfT4fftHFDLKGmPemXO8MTLKMJ6w4X/qz8XbnNDR5BiePLSnrj+AUpqU2cc9gGGABB56UVkdT9RTlmjJYLbySAoPBPfvsmPHqls/NE394NwDU7Lccq3jOgXj3jUWpbAKnjv7Iz0hasyKBCBwvTw/NrmlYJHNGV/jaH5sA/edRIPX0FAeZGlIzX0Gzz7X8SIlukSNV2MF3OQ9YFCT6xjHoCk4QENbitzYaHqmk8MxwWCJ3MtNWXjugVTnZGsRV104AnqmMAsVk3FOcLol6Ghz70YQhzVNiYxXeD3cK8wWKDbgXKYM76322ytwvKRDFVF2O7fX9aw8rVO//5A69pv3qecXr7U3sA7Hbd56vlkEE7PWasnewfyjEIdsVxOsr9nBEtxHzteXjV5tRfcueV/MkpDGKgn42UOv6TF194vL1VNCtGV1eD8RpDIFl6I9SMw1qcYJkHqLe2U6ya3S8fKobnAhxWCHg8PskMx4YVIvCCOTpjQrFq960ZCXC07fbjlUQ4fTwoVGZlfgxJSp8TIN9yjjta1oxitJa8Tr+VoswHmy0cFn7UhkvJqKaiiN4axMjsx41QvHCz/bFIJMxwvUQ9txXASxMHJzzKJJWT/HEGgx6Q2NsagnZXmzM14yQtsYi7TcPBG1Y+S/MXnyqYxXzvt9Z2bQbPSr/3qp8GewDxUiwDSQYnGd7drZoAIW5y/OiwEOGIxm2wKZLaLhg6g+DRgYRr+/+BD10/dPjelEm7enir4bI7CBWils+FDFKyr7z8+lE4T1kPUEUniCzjwMVNNwYCBEZvyK1EnyGEmZjijFYYAL2YXDxvSNDA9TZY/rGowXrq0LHZlzrqs00KmI93LBXlWcBxgzPD9Sf8x9JaF0GY471zolwbVHiiplUQ2lYR/XP3XMvN8IDpiiBa79p7EyXpIqznvDdTLO7iTvDx00OT5WsJG5ZX+WtHF9LOetODYKnIYOFs+L2TVkhSjP7lIyJV2R7895z0a3tnPiWokMK9gIGIN9xXOi8BP3CmaOiyjsclxIKqfMeGGtk2MH1/f7x4Pm7QTvGZ37vPVXZvCyxkja8Qmp1mJfwp7iahfB88L92jfM7M0xnMbKMl7l9puikDWjs0Xt6qqM+kvaKXLecX+oD9dWrB1ct5qr4XNjIt3ZzoLvfve76uKLL1adOnXS32fhYx/7WGOdm0cFkKqEULAjvZZZHSx4WLgxsWEzDe2dXhwRVcAGiV4reD2iui66Wa64RjjRETGH5Cy4/diwI0XB0DigHLyUtifkoqSPDT+rqLgGG3rGjlf8+TCSuMFlLZic+DHVsKnEDoRDkSEaIZtndxFUQ9vzJCTtA4a07V5zY2QzW2QlzExZHhiVimX7i7cOKArpzOU5XtI5gNHGyHHFn21uXpu263srAwGU0q8UvGe4/3B+8jbCSvqJxf3c4rldT6dh285onuH2wbh6PtwMs5ony+e/KIzMY37JsTZtVJ9o7GIt0saH8R6NEdiQDj7qGm3UWhO2LO/oMLJMJT6ADW8ZdXb1kuI4KJPdwbPmWsiMhkmxipQC12/VATYYk9KAg1GCtQBZCKy7dB5dfXQAOnOykbUL+CwpB821hVkPk+4se7sRRe4JXoe6DjgAcEi67wr2JjfVsC56jnmBI9wjBKBgeCPb1KV3u0IZL9c+VQZy/aZgE/cYzmX0V5SIFDNDxwvvwXuxV88uGVTDHYnyAmazANY7sXcj53ywPwT0aTgtcGjj3n0drTYAA6Ls0WYTTomohuGzoaMOcReZHTOd0SLiGra54aqVvOzYMbo/HJxICIuYIg3M1GO/f3nZhnwBFsF2yFq7UuIWW3bo+WcmuKBYatt3o35k7evUxCE9SgtMuITGzMBXYwRHsS69KdYS2RPyrTDLaVMcNQMG8rxJNdSZ1h6dNNUQ88VkblU7CllUN954ozr33HO144XvXcDN8I5XyyKKLG7ZEXHpESUlbxaLMHn4iPpIGVSChjwNDRghEPLIrPHK6WCP88ICozcLZJyY8eoRU2JwLDcCCTMa42qA7DLAacSS/hI4XrG8LCNzMESxMNIQSZyDKGoNrne7PmdbxL/R1PqM67np3lfULx9+Xf3ygoMTdQBygXY1JDXlerk5uWq8FoWqY3j2ZY0MKdCirylyfINNrjEW9UTDyRyq4SbjnjbU8XJvXpJq2DCJexocGG8oqM+rMcCY5RhFxNTW68bEaouTwY0N1yLri+ql6E7oJrmUTiPHK9x0XcaSzM63N863MQIbMohRPOOVzlAxOCSzSyzcHxMqqdkyflJcpEjGi0Yh1hUYflibIifXMHa57iIwhgAb7iUcdPYMg6E8rHe9bm9AMR0THK9dwznPoJJ0vG59dIG64T8vqyuO31udd0jcLkZmQ7GuyObXAJtx26iG28NzlG1QXMDag6wMHPSAqSDUXC3rNA17jj04ba7AEd4bWSQci3XBRdGWkXdcM/Y6V7YOc+qdNz+sRvbtqn7y/inOtZP7Jd6Hewj3M46zQcYazYwQjVY6OKjZMrOu8l7wfV8LxZqkkcrejYH64faEjD0MYKydbNrrcrw4bklbY20y90qX6iQcWDZunhCKJbjOvQxl16ZaGFPzg+f2noOHqbOnDFGvrNigTvr2g+pVo06KjiEzY/niGrIH4bbc1jq4t/gea58cSwgmIIOD8W5rFC3FkJihhkODdblIgJRBaAb0ooxX+L50thtjj8acYh2XSYt+IwwCZI0RuX7HdmR8r4KxsDFibrQ6qiGaI/fp0yf63vXlGyi3PNgcEJFFSUeThbau+i6CE5gRMtZ32MDU/wqHso6MikYL9JYdUWoek4dGoisTknKcKNARLhZ8X0iw2/rtcALTyUP0lAuLlpft1D6Kvkr+vM1IQRQPGyUWp6Zo3MuFETCv5Rv/nqvpHuiZIusApAFsq9si5MIso562Gi8aX2Wl5OXnaPUyQVWhYdcYC+VWwalHJJxSzDbIBTxPeh5Rujw6ohRASahsbm/EjFdo7LGpManDLrBeCig6LmNjpr1VkXBteF2YX9JwZhG9TVhDv0doyDNqLN9fQlIN033yGqMOMH5P2ZuobMaLmRXKmEuqoRTWIKSTyvcrEqlnpFefezhmea/NQAmyJHzmzCLJgAAM6v3DiDh6fmXRnni+XB+Xhp+JOfXVf76kDclr/zYnMS+Sn5VsgIrPNu+LrPuM+k8WyHglqZv5Yk+8hzT+ke3KChxRXCKLXWBSpbOyHw+9slK9umKjuvvFZZnNqGXGyzQ0ef/NDG3sUOxIGLJ7udby8L5p52n7zmjMoqGxrXfjOtNmEJkHnBvHv+mgxnVizHhtTqxdNiooAgTYh5nxYl8mokuoTsm9n45PkTETKy2ns1BynCKYzLpvHCsZNFzL2bJA9kOzQc4NV19JGVRlDSb2cT532EG8t7Zm2Ym6zPZ1eg5gbYIt8nzBrBfPgQ4lxxLtm8GRo5lDrQzHRBbMvVYGdBaEQX1boNh0umUgU9qiJh21luBrvFoZmNXAwsHJE/BhQ2No285oUo/oa1+w68NjWQfm2uSAMf26RUpTNoGNKKoqZFyxQJMSg4VYGmBZiw0NPTodXByP2ae/dsoQJbrgl4+nFki+HtfBPZgRcG4uwzIWPOk8YFHPOrahkIuzlPKVgMw8zweiBaBofPjo0Vp6+QOHjiiU8aJMswneDyqrlRXWkJ+zQTznZH1c9kL5xIJVuQX+cqPDxpNVIC+NRCnFbMM5P3lEHXL9zISyXB5dBOMZRdLMADRKjVdUUxiMeQzpLIl66QzmUS+JuKVEZ6vTIOsiIodsW9yrySYlH7yHvVjaBAMmOHdT5bRxsqLFHW7znkjhBl6nNLiZ8bJTDWXGq7gyKOYxjQ463sscGS9pMHN8c/3E72FUHigk4m1GY7w21yV7kIVjF5lWBrkwx+Sc5GtxvghESWMc0vQmE0AyMXhPKLiSh+iebAuEXbICQjTsuT72dtR3Eexj6WpFEnxuMiiQlc2WcxQUNedxkYPTTnUJz5lrP/ddk6on52bCwbFkDQC+L/ZJON+4JxjLZsBVUgWl4yXr5aCchzGA7JppD8iAaqLGy3JefJYc46ybnBgKYhAyUIyxWyZzHCstx88iDmCkM8cMYEjmRJTxCq8ha/1F5k4G3WSARoJzBp/HeyiDTrg340O1vheX2BuZ87x4H+mwFqUbcuzQqTfr5Yu0y4HTfNK3H1BHfv1ea6CbMO+XtO8WhEH9YRY7JKoDFPeU8zPheEUCLLXneBWiGl555ZWF3/CGG25QtYCbbrpJfeMb31BLly5VkyZNUt/73vfUwQcfrGod0uhhhEFGrzCYSTV00dLqzYyXo4eXfu8u7fVkxWL72Gur1Iywmz3BjRvvSRlXGG6kxGDRxvnBMHI5XlxssGg+tyg2MhlRRyTwlvMPVu/84cPaOHjwlZXqqL37pTZOnAOMEryemwM3nXEDu+lC0GfeXKtOmjgo8flyAQANExsXsoYoDD50TF/VmJBGPaWgzYjtwlWbI0Ug0vo+edI4/ZUFHgsMd2Q7OxlUnbLCGoA0CGlAQmCBmbmshRIOz7t/9Ij+/r+fOtZJiTQVLbFp2jIwpG0V6fkFZ5zKdf+es1R9MGwOWkRl0zTOGiqHzvfD5oL7yeyJzYkhTZfIMiIlSCWW9Tg0wpFdkIp6kj6X1cMreI/ktuLKmMcG346IakiqDSPMpipapUEMUvZyaxJCY1ZmhCOl2HA+Yl7SuWX9l0Q9Mw0QeKggu4Nnz5YXDBDZ6tMQyEImwFSko+E5blA3nRnD+ESE2TS4I+cpfF6RhHf4PqgNk5i7dL0W9pAZCH6WzKKcMGFA+p7IjJdDtc8FWTPHeeUaUzJrWESMIRasyMh4ma0OMuaXPFY2HzYhqeKb2u6MjF+MQYqb7B32M7Jlo/NqqRK0vm071azXggbHh47uk9pP5Hodq/+1S7yeTBDKeEtEfbHMGi9LvTHaJmAvQE3Z3GXrtX2AMTrGUAaVdszKjVujoFYxqmG6t2gcwEjOI6wvcOZAgcdzZXCQ+wtsFnxhDsFusa2/kuILYM7a9u1ETaQ4x6jevH1dJIX/4lK748VjuU8j8IM+leZcdSHObDGIHdTWR9R2jKXXswNfWAfYV2/WaytT9hLBsUT7kD0827RpEwUXbDaoHHcEM9JSUdNsOdDqMl5PPfVU4utnP/uZ+tGPfqTuu+8+/fXjH/9Y/+7pp59WtYDf//732pn87Gc/q5588knteJ144olq+fLlqtahGyeGRgyjt1g4OJixQDAS56IactFjOjgr4wWcPHGg/v83jy5I/S3uvxBnvOgQIiqKyA2juUvCuiI31ZC0gFBcg1mzdsGC9Y4DBuufH3x5hfH6uDcPaQjcHJiunjI8iA7bMi1cALBhoGaA960pekjIKD2eFY1HKS/LTRubSJn6K1kTMdLhdJPiUWajy+rjxQUdz5kLZZa4Bvp+YFPGF1TpbMC9oDNOGpu7vi9pNLloIGZGQzZsNcFgAovipUomkVeTlYe4x1Jd5Py66gxMRxCF2UXA+orR/WTNR2zcSUU9GueYi5FanCMgY9bemNmadKR8e0Q9LhJhroS2WyTjhUg16E+Y51K4gWsGzgnzkQEpXJetrkIayBwHRSm7dHzx/OEYYx7CmSAFKHlsMgNi0qlg5I6j8pklIm5KNLPmCs8YtCuTds0aoQT1JxwDaDQNauOBw3qqMw8ckj7XiPYm5OQL1HiZGa9VURNg+2vN1hp5e1cRxysOgrQvpVqXJVIiqeLcm7FW4p4jUIQ9PKUMmXK83OqBZj3VI68Gjtf0UNjG9b42qiH6/cHYtjmD0l7AGhgoeW53ZrzkeXGvhTNn1pCzvYW0Y7De2mrZXOej61F379ZjmWPOthbRLpHrKNdzZP1ImaTNkBcExHix9TWV802yfGRbBzRT59psk5SXNWLyerICirZzIMsB74c1jX4j172smjb5WfNXZuyT4fpNwS/s6fisnbt2R8FjW89RzmFkaOnQMosoM5Yx1bCV1njde++90depp56qjjrqKN1EGU4LvhYuXKiOOeYYdcopp6haALJyF110kTr//PPVvvvuq26++WbVpUsX9fOf/1y1BjCzQYEEKb0JvBYWW7sWbG7ELIyUDRdtQNE17P/75q5ISRHHUfM448WFFAs+HAc6MlL1JtvxYsYrXhyByUMD5wmRNImNYmGjsceJzwWQtJxn31yTqhfiRofXy/Nl5rAxkVYX2pagzhQxaF2QBvHeA9ORetmAlGhIjRfuO58/PpsLZRY9QUpfu/qTwBjlRsFN0dlKwLifywvWcrjGYvCeydYC2GTL1IEUATOF9R3aRc6vy5krKjIjAaMHdDnM26kjeudSDZN0r62ZYwPnLOHKjMnaEM7xoD1C2NKggZFMmfEq8jwofWwagsgsI+BCQ4kBKTY8NsF7BScfxkaZAEZUz7QtoHcBo/rVWzN/plKgLZMEtTjgBQt1KXaAguOxNvJjMEfprJI2iKxAmvrTMTqXv192uPrLRw7LdEbhmLDGs2gWsF7ck1V5Y8+guboEYAjubdmO146EkZiVzZYZL+6/NkjhmogSuG1nRDFDBsika9aH94HOHfdRd70u59E2Xf8MHGJzvAQNVM75yPHatjPa18EMMcH9F/sx69pgg9iEsuR5Ya8F9rE4cxjvscJuLPRUBHwd/Bbsm3RQMY9tY05m8wnut9jzmVE0e+aZ6y+eFx2XlywZK85TqQKKvWNzqIiIz4Jji8AP5iYbhUswQMU1pl+YwZOBJexdv3vsjVSmVu4rA4UDI4WHirTLkQEtZq5soJ2Gc2SQEu+7dN0WHeAC5ZKf58pa09FkkHuUyIzGypcNbxFT9TVe3/rWt9T111+vevUKDFUA33/pS1/Sf6t2bNu2TT3xxBNqxowZ0e/atm2rf541a1bq+K1bt6p169YlvqoddC4WrdkkeMxxMTaNVlc0MEUVytm8oBJ3QkgxvP2pRRm9XoLFJqb5BZ8TZZBERFWCSlaRuEZoYJBCxigYDSFGpAE4UXQgYdREjpeQuuaExgKM90RxtEREVQw3PhhC+nwdamGVAtEdLjTcdG2d5QmXnLcLb9tvoJo6vJf6fyfsbVWztFF1GlLjJRd17XgZTTFtkHLTzo1ORBgZVXXRf4o22dafvbWYCh7PkZusLeMlGyvbgHGJzdG2QctzAbU1crw2FbvGPKohPvua2+fo78+cPCRhxMroN6O2MKDoECQyXo76mZTx6xDhYCAmMD7iSK6tgWYlSBZn578XjdPJw3palfWCc90e0XqgGmgDnQxp8BWJ1AevjY1ArkOSxifRMRTCoShApFIp6HVo/izPRQIULrkPwNjlGg26IbMyzIhK54TzLYuGbrsuGG2mw5eHLuKexDVeHXPXniynPy2ukd9KhA5OUaohAxQ2uISvWKtDxbrsjFcO1TBcy59ZuEYbunAybcGCSAwJjpes8RIZs6yMlxThiMRPMu47r5eBDlMBM61QGaorFwwC0hGkCJM8dxtDJK5fTavodU5kvLL3IzjQfG6yf5Wt3j1Wg46DTvUd2ulz53y3ZanJtuB6TBuAAUWsBe/+0Sx19V+eUxf/enZqD+I1Bo2k6xJ7HdYpBiKy1l7p6GQJyDDjhXU+oqNu3qEWhEFNzCebKjTOQ67hqMvG9eHR0fbi/TIdwVbreMHxWLEiSeUC8Lv164t30G4prFy5Uu3cuVMNGJDkoeNn1HuZgJPZo0eP6Gvo0KGq2sHNhw4OJ7lckDDgXUZ1vRGxzlI1JI7ep79VQYsZj64d20dODykYVGAcN7B79FpzoZC9aZge56YFCgTAaAoLvPH+fB+pbCQXAC6ivDe4HxPCRfOZMBJH8PN4/qP6do2yM1IutaGQBjSNen62mVEBXPVPLkDJ6E8fPlRdduxY5zEmTayoYSUBp47PZGlIEdD0igKcbEkNdClMkmKKNZsiCC6qhekQZWa8pOOVsaGkMl5i8yR3HuPCpABK/GrWAr05nvPjR6zqULIegHRKp+NVMuP1j2cX68g6xv6n35asC5QiGrHyWrvICMK1mk2G88aQM+PFGq+t26PsNQwdOg4NpZCY/ZeyVMmAR8P6Pma/XY3iY9U2h6iBUSdZRFjDpkQ3L8wymPUvBIMnDECxkejA7vF52STiiVghMN3HDZ/PtZuBMTmuZBPtIpCZVNaQFRXX4Dlh3sVOf4dCQcOGUg1lMIw1S1niGslaywwRjjCoIYWv8DnPLQrFJkJFSiulbzuoc9uivS2PashAJIJUNseD9wxqqJwiWm0xNICR6eS6aQsCxBkv9ENLq8+5BZyC8TraMb7pcEcKlQXHC+vIeK9eWurO1pk1hGmnoX00z111VBEtsUOdOiAM2thKFiTVkIEcTTU01EUpmCEbthNkizBgbLIhZr++OnpW/33lLfWkYY/Jc6AtxL0u6GmaL1gh96ss6n4ycMexG1CoXcIaAMZolG3dvlPd8eyS4L4M7pHoRRoFZHLUFVuF43XGGWdoit5f/vIXTTfE15///Gd14YUXqjPPPFO1Nlx99dVq7dq10RdoldUOLqQ0EGjgSLohotyuHlRmxDov4wWwi7qZtWKEBk5LnIkLHa/wZ9RXIRuHhVg2KWXKn75YJO0aFrmbVENG7kHvWe9Q+uJnErJJJRdmk2Zm9vZB5g33UnOVHc5BJaBBj8cS0SrD8zfFG4CmaBpY1nBxgYv6knBRR3QtohpmLOrScHFFGGlo4rlHhpMjYk3nnFE0GE2yEDpL2MQmKw/jHX2T5HiUfeHQEJKRxKzM0+wFqyIn9IGXVzrPpV5shi7qnU1oJAt3zgkCTOcfNiI1t+XcpwKkpBrSgIf95grcwOmWa0tujdfmZF+92JhoHEl+AI88y5iAocUIs42OxU0eQSBS5ZyOZ2hIR3WkJRyvmHa2I6JM2wQN5JhmxovrKpUwg+87J4xXAveb81A6xjIzRdoZ+96xvorKqq4aDRtkViE2HgvSL6O6tzjb6qIawmCT21puxisc/87AjZhbUcarINUwax7y3mIOkN4NA/6lkGo4MaSIugIarNOGg2PWtRE0Xnm+eWI4Ue+zdm312srXz1m8NmpVYqMPSiN5ZU79pz7eyP66AoisN46EnsoEMEQWjvd0nzDAm0c1hEIt9xg8HwZ08zJemI/TRgZrx6Pz30oFemRPUxnIkXXQcl+3fR7nLOsjo3rqsJ7NZOHcN3e5M+tG54/tR3Q9MR2vjOBoQiU4Q7Qocl5F4A79zt7MociajdDRPgd410HJpEdMf98DqIaohzr55JPVe9/7XjV8+HD9he9POukk9YMf/EBVO/r27avq6urUsmXLEr/HzwMHBiIREh07dlTdu3dPfFU7kF0C6LDEjle7Qga1GbHOq/ECGBVCdEz2w+Dkw2LDRZvCDaQjYJJNGhJEih59bZUzms/C+52hY7VZGOD8n5ORESCz4FxGTMwCYF6DaaSYjWZlnVdjCmxIY5vnywXQRjXMapbc0o4XF3UKpiQKijMWdWm4IKpuy1LEG11dVMPhii6TE4/nzEahLvEJWRjv6ocFw5vziuMxcLxIN2kX05cyIt6yKNkmIiI3ac4/F03SdBDzMl6kwdgK7aXhyhoD2ayWdT5wol2BG8wP6dwWqfHiXC5KNcT7Q80rqz1Auu7OfV9A8cJ7Yg3IqjvAeIrk0B1UOToKvAVl6iS5fmF9o2S9jd5lZhpkzanMxNHpBe1Nsgm4buHcpAPEjBsynlKVjL/jfKTh7zo3E/Xh+yJAAtpbKaqh6OmUJycvZfaLOF5cPzCHbYEWGQzLozUHx8fvgeNcdOOEuEZ4fZjznLu2LBYCGpxydMpd2S6bg+Oi/JIhI1WQ5esZkBjdvz4zABBQDdPqc3l0dldgJsp4scarhMIuaZJ4prxXeRkvrrmyNQfuDYMLZlCYiOTg27fTAjO4PgTJXl7urneXkvdmKQPZLkvXpR0v0vSZ8aLjhWmJ92GNdFxHt9Y6PhMZL5YD6CBfzDZwMQRkQAvBRTiq2cGFZK+6hTkUWXn+aOCOOYFj3z3VdLyS1NtW7XhBhAIO1ltvvRWpHK5atUr/rr6+8Q3BxkaHDh3UlClT1MyZM6Pf7dq1S/88ffp01RpgZnXoMMgFL2tDMh2vIoYDjokoBKKomItZIK7R3rngHjSydyITQJBmiOJ2bKiksMF4jzNebVPXysioWXBuGlVJx6tLIsJmNsOVHHMuGqTSFcU3/v2S+ujvnrIXvnIB75jODtnENSTfubFg1kgUcbptMBd1PDsaeDAqXYu1dH6QubRlxyQtbQA3KUdNFp00fD6NARfd0HwmUkzAPAYGEMevpBpig4mzcFnS9fG4sfVg4QaJ8+a4dFFdzHmQFZGHc0GKjyxUloZrfbihsZeZVDgjyjgTkuIsEUsqo49XnPHqXYCSig35ol/NVpf+9knnMWYkNCsDySx3npOD98yTQ683MhBFRSQAGihodgu6KtY7s2EtwbUQzx/BLtayTBjcI7UeItgl78fs0Nk3jdF6YSDRcGKzVf17qKBtjdtx2PqY2cBMGmlNYDhIBkaR1+KcVhfIqMjxlhc4QoCIwim2eSODYdwzswIbMhsAB1NS3WWNJetkJA0Ljg9sXWSTbfRUOTe5FriamAPm/c3LeFHEgrWXvI+SqmiDFNfgvembsT7I89LXWl8sc1wm48W1EOOFDpMrc8y1jXssg8X4PWiL3Osx721Bw6g+tUNw/NQRvaxB5CgInZCT3yHaOtQlWkdwnSbgxJttHHCODIDBsaPzfOTefa0MJAajoJ7K58zP0XZHuFZhHEoH1PYehGs+SEczphruzGywbT6/u18MMnbvOXhYpNZN1Ata9B7TQBlO1v7776+/asHhkoCU/E9+8hP1y1/+Ur344ovqwx/+sNq4caOmULYGmFkLM4KVZ1BT0lg6PHnApsAFlJFqLBSyxss0VCTF4KBwsZptcKMjJaBwkZCpcCknT5i9aEwjidKmABYDadRwwTMzHTQW2GwzSVEpXocClbKb7n1V/eOZxVpYIWuTl0XugK2WzLURNgTyWWfVAeYhWtTDqB2MJ/4uu1l2/qLOjQ7iAnuFtCqXdDOzAR1FdmxFQcfLRqOIx7PYPHUTzJguEimlORwgzAtpoJlKoPJcEAThmM2jupC6gflnKnPG5x/f97yMDR0fXYid6s1VWSbUTjUUvWw6FMt4PfxKII/9+OurnbVgsslvnsDG/DAD5KLvSsMhN+PVoXInlfeZ2SusSa7MomwWDLoqnCsEA2QkWSsyUlEsnHN/e3qR+sa/50Yy8Mlzj+tdONZhsPMUAtGPwJjDOC8qeFBvOKM9Onco3AqD+xYMRKpEZt1TaTDm1SfjHOjE2dYFGQxjoAVrkpOubKxftuy6nPsB1TBUwQw/H06XKa9uzk06Xll9yjoVzCxxzec+J416CVcWS/ZdikVXOhY6Lzwf57Uy+xs+zzKUXZ471DyRdER9mMsJp0gNA1j8PK5PmJNc022lBRFNOvzMaWEQ+ZGwdxoRv2/7zIwXKJ22+inQYWEHYNrQdsL4jRvRb48c/f1DBhHYO3KsxmtinPGSVEPUjXKfZu+z1PUazBBX0DOpkBk7SYstlOgsqqFN8MgU3dljHK9axrvf/W71zW9+U1133XXqgAMO0P3H7rzzzpTgRq3CzFrQGZEGQZbMbr3YJLEpFd0gbU4PJz1oAuZEk47DvoN6RNE1mQ2JJ2/Ya0YIDchan+jc2W8oXBw4cUlTkMXBoDdKo8bFb45UzAS1j9HDIv2BCCnpfPeLSaqrPmeqI4nIU5zxihc7FA5/4vi9S/XwqsTxgnFTaQNbbgaSxoANlhuYa7E2F1Fb7UWU4WlXF0XjkUWz9X2SanlUgHI9M1MMw1ZTJUUv4g0PcvJx1LNPTsYLhjLpthxv8rq1Y8becx3rIocKGShbppBUF1Af8bhgaLBxrwnSx3A/zAgiYTpZsoFyUWfiA9OH6/8xTl1gBhzGNA02GAS9CmS8pFNsk0oHaNAUkQGnU+uqWYpqRjQFL7tGybx/lRiMPJ8sx4FRYcwHqsm+Y9LgxLqA75k9R/Qf5/+pPz+nx+ukoT3Ve6cNM85dZLxE0Eoq3yEbl6W2WOSe9AipyIVey8xHuA5DqtylygrIOVJk/bJlqKEECBqrDLRgzOPWYktzOfHm+mXLsso5iAyJ6eBkZenoGHN8ZDm+5vs6M16GvWCrCc8ai0lxjfyMpHzfMiUPRcU15DmRTZA1VjmWmPGKbAYxb4dm0A25H/G69gudHrMMQTp0UlzDzHhxvcBeI8cyW+AM6t4psXbH/RB3RIE1BpB0bWvUkmZntO9IgQ9mvOgc7eVg/hDcmwgX9TbKeIkaL1mn2TdrnIfnQgzpmV6X60XGK0tBuBqxRzpewGWXXaYWLFig5eIfffRRNW3aNNVaYFINufHKhThrYZQLXploreQHSwMXThMWN5OPLmkuiMbBkICjJiP7cvNPfMbm7Yn6MUL2G5IGPpW+0DPkiLF9tcN14eEjrQs7FjxmmDCh54Vc7RFChadI480sehlUj8y6LTqLWl3IqIfipnDwiN7qxS+epD56nFuZsCGQ99IcR2VAo5oLPTfzPNrchgzDBRtHIKpCh7ttKFMfCnlY+uZIWiKDDa6CYNNosvXNitsjtI8LpA1J4LyxISPycc89Mea3oFA6+B6fAYMJtDJsorbMHq8RzhHnq0tsJI8mZ82Yd4k5+gRERLLwyZPHqd9+aJr6yDFjnMdgrjLwQToR1goak1kZLymUQUdAAuOE2QeOOSkO4Sxadxh3rH2Cg0/hnqIZryKqsOZruXa6ZNOlwYj7xEDO6ZP3Sh0ngzhPLVytgxEIgPz5kukpYQb+jDHK68QzkVLmrD0b279YfZdtTJUSSiAVL1zLexfoKwlgnS8Cs5cXFD9Pu+m/6n0/eywWI+jUXgeOmOl1rSFcv2R2LEtYQ15fdD7d8p0WzpessWWOQ1fGKxUosKgg689y3HfaFaBW8r5kGdVFSx7M8y+aXZXn/tKS9Qkl4izKLoObzACRxi4DMrZ9S6oaAi4Whqx5kkGnqPdZ+DvJDKH9AwYDmDLA3gZlkurQsIe4t2B+cX1iwEnWH2Kv4OdxjPL4PBaJKd/uCkLw3CWdFnW2W0NbJut58l5mjT06qriHrButFeyxjldrBo25rAhW0UhTOccrmTFitoKLKwwFufhLWg8ik7Yi1ljSun1CzQfOnUkJ0OcupHnlZs2CVUSAf/7Bg9Rjnz5OzQh7jxFYDBkgpfOI3j6o9UFNgqydsBnXMJ5dtUtmjyo4JGaknoaiVgA0el5xUwAtAlHSpoLcFOsdallFYDptNG7yFKLowNDJZRQaxtB+n/2P+sIdLyRoeMDgMOuV5ZTASTN7nrjqy+iA2zYUOvuyLx2eJZ00zDFSUl2Ol8yaDQnvh3S8SE/CPIYBgTHL+8aopyurR8PQ1UOIm3+W41VvPPeAo1+uxQSOP3RMEOBwQdJkmDHEPc1TcTTnko2qCeecziupmkX7KmXNCynmIQ2kzEh9BY5XEUo4M15Yo2DMQG2VDZMlaOThGmk4ot+QjeIVNX8WjgUMJylAQOU09vcqApyrHAplsoD1xtjL25MuOWq0+sjRo9WXTp9Y6P3NtZwUMYgy0Cgm/T6L6YCgIYNCnK+2rK1snmx/5vlsFM6NLAfWdJxcTk63AqUJWUEAuWdwHcsct+J9s9aRdMarkszxplwHL3a8diX2hwHiNVkCGxFTJfxMFwtD2it45pS8Z2aMdXFafTm8dsxZBIHf9t0H1S0Pv65/d8TYfonPjxoJb42z8fgMOivMSPFv+rPr2qZq7rnvuZRQCa7VkVKwJUAm6fQ4F45F1hG2r0O9ojtrzVYGfD62elDebxv9sdrhHa9WCJm1wOTgoJcLaRYHW0pKl1G1kxu8q9fLx2eM1ZPu6pPHpTZ+FgpLygcXC25SNGJwDFPecgHhNTK6Q2Oc/Z4AOC6264fzx00HGxsWj8/+/Xn989v3H5y4f7KhKmVbD/vqPeqdP3zYmfZmBJl4IZTpNSNJXUQWh5LaaAQpN4mmAoxhGlQ2I64oTNlhbtpRTxSHDD8Xa2YpmNlATRyiWr/47+tCsMXYKCyOF6OReHZFa7xioyneUKCgd/P9ryai1dg4aEzSQJPiGi4KRlS3KGoHZHaNEUoZ5eN9oyGRvMYwA4jP7pbt9MneXEXmP66vvkM77UDJsVcmIFPGQcc8j6mGxWS7WXOU+Lugw3AsZVENzQCPCUp+R0qPYXuKxs54MbMWvTbDgGXGi+IH6IeY1SAWQQ3ZP8oGs6kqnjloTXGvox3R51FmvgikMERZ2ljnkvcTdXFXnTRODS+o+hqrkAbjQ9bEPB/2UmLGjoFDW/BGjjmuSbZaVjNgaNKqMilYRquXrHmYVjUsRjXk2Cg6juW6QIZDVg2ovN6soEQq41VmzIQ2D52ErM9B/a/cY18PhXYkQ4fOlI0iT+Vcnq9WDAzHi6zTkq0QMB84lqJ+f+Ico56Xm7drwTGqiB6zTz/1noOT6n4cmxu2xhkv7I1x6cS2hIPEz0mJsIW/z+r9J9lEpMDbApSSTi8zXnFPtg6ZpRLSmcd8sB0bZKA76PtoEx+rZlQe0vaoejl5QKojkcObt3lJWkiZKJMsQAeosiUzW+dOG67ee/Aw60SikSEn8trNSSObBiiaItK/kQtI3C9ih5ZD5TkUrUfApgOnCxsm6ICQY8V7fvpt4x1S2MH5/eeFgOrzzJtr1ZxF69R+lgaYMkoPvBDSIAhuEjLjxY2bqfSs2obGwqdOHq/+MHuh+lgD6IxmNoCL/fDQqTF7pUX0sNCgZoaSji3/l5x0jtMsakTcxws1XmHRssvxiqhpnfVzXxVGlTGOPva7p/S4PmxMn2gzCTI27fUzkgXKffKohltjiqx09AkGHuRGHG2Glo3fmvHaUDnVUEaacX2sk8Hvt+7IlvMui2AebU6MG8oYu6iG+Dvniit7GtN2Y7GTLKphXiaQGT/ShbOa/5rZwUrk5OPXZokUJB2/PGEQqVToFlZJtg2gI0pnHEGPBas2VtTOAuOHwacyWUCzr2RjjT1XLy+pkvbS0nWJOZGV8eLahcAijWoyFgCwIUCHjoKJ4R7SKXTqzfNpqHCLPBbP27V31JsZbqe4hv2zsD7A+aLxiyBN1vrCIIY+/wz7wjyvMmOmjLNuUg0pwS5LIXifbdkdjheZycP6gLHO9RZ7G8cMxwYCA3I9l8Fg3D+sa3g9axuP33eA+sn7p6Y+n/sgjuVeIFuAcK1kcI/XYgaZaOtlBTL1+4VrKwKUoB3bHC+uMzDzkJkym8r3yrErk0kC97FPXHu8qkX4jFcrhHScZINguVEX5WCXiTLFTs/ORLRwQtiJnXBFOqL6FEEJorIONzw6XnxvqC5KSgWNnqCnxSZtKCBiO9oinW2/Br5+R7QAHz6mbypaKIUVzMjWv58PGtS6DPuJe3W3LmyMJMkar6gwtpkyXnKBt/UzKgr2uIp+Dh0pGoc2xws0HQab+XoaKW3FmJkXUsv4DLIidFE2CI5Xt2L1GYzk8d5jPHJDeyEcd/xsU0QEzy6uGcnPeJlRSWBBuNFKxU0K0WTRKTFv8xrCmkZfnuMlM2PSkGsMVUMzaMLsGg0sjAdT5VJSewitdmdQfDdtj+cSz9VVi6D7AobPxGUwco3hc84yLGF4yuL3chmvMlTDYsfKNdFkELgyXgwkMHLP9wDVFc8F0zGrh5T1PIQDVUZi38wIZTmjlSCar6FhLJsms0bIzHhlOV667tTSsxBKkkd+495I0ZZjH3uYpORmPfMyTr3cx7OOS9WEh2uSOb6y3sMsT8gSNZFZ3cyMl6GubFIiy8yjzIyXENe46d5XNMUUz2PqiECdUBr/trrfuEQgPj+pWsi9heOKa/RwUTOO+STVSKPGyFsQLGHdlmPOhvdFys+TkQFwDWXGn3uO+dx5ja5+ptH1Rvtk5wxKfrzHYSzwmUeOV332/DeVL1sbvOPVCiEnFKVJTUnyrMUdjhFqALD4nLxfuqm0C3GTvEAE4fmQSleUssYFSUaml0XiGJ0SxignMOt2TOMQUZ6n3lijvx8/sFvhuihGV+E8UlTD1v+DVDospohkIs1P3Pdyslu8uRjtMyB0vAzaWNzcMFY1xHXguckar1qA7EoPZ5HPj72j8PzMhqWSqsPjGTmTUWg2xCRFZlBGNogZLy2uIYwmGx2UGwrrrrihSP44M1NxIXT7RBZNZ1jCz8Fma2vKKrnv3ExlduflpemCcCqCZjpeOtuW5PWXpdSZgRsZoJGOV+NmvOKILzbpoPA7qd5me04wVmCQyd5k5jGYSzxXF9VQSuy7HFIasTSC8hwH6Qg2VT2TmcFwOSRRxktE4F3XSSOO94pzjEac7KlUtta0UiZFWaphWfBceG+k6BGNZR6TlfFijWh9h3ZRRlRSDX/8wGv6/yfDfYlzEPttglqV1WOzhEMhjdcsoaS04iSphiLznaMkmQzK5GQzCjqE9eLzSc8rilS2rkDGa8FbG9U3/xO0WfjECXsn1j6zP6gE6/jkmmCqEst+lrzfkhUDJogtgCxVVF1zlvWHFJdiDZdsDSHPnffcvCesY4t6lK7bYq1Z515MW8x2Txhc5DmnaaMdVBaSQnCNG2ipBtSGFedR8QbH3lTACRMCJwoywq76BOI3F05T9/2/o9WYEspVLHbEYgFDFBF/BL7GD+xeip4mC1JpTA/sEUw+ZK7k+kthBRvV8PGwSehBInKVew1crERPEpk1tG1kWGSkGh+ohrasCo/ZZ2DXqNBUOgC8blBFAyqbihZv0jiag2rYGBgmonmIjDMCCocf9w6XzV5Ftr5L3LhYkyKzHDTG6fxkUQ3le7KGEBF7s94uOHZnYuNhdNPWoJGZoFSNUqf22khhxsNuoMXRwB6GkATED1BPZvYuyRIQoXGIjbtfDs3RLOy3wdV2oqgqaqW1gHS2YWAxGsx6Iqvj2rFdlHUxHTRpBEfR6k3bIhpjWYl903DIyngB8mNc71nkc7IyiymHxJXxiiTid0aOo6vGz8yocC8hBTGSMS+RsSLqK6zxMqmGjTX2CDqXHFe2LCsdLq4htvV9o5zXEWPBLRAjDd/OBVu9yGwRxBmyskCSHZHVixMOtDzW1scrT0myqHBX6n0LUiXLBnpMxyu7xqttRK/FvgRGykeOTqqx8vMxf+iMQPAJmWFbX7/4+W9L1KGOEoI0M8YPiJp3Hzd+gCOAvCN3zWZpyZJIHbFdwiHjeGbQhEE8BkEJOlJ96zvqNQtrmFnTllSLLZbxktdTlDba2We8PGoNslhWSqAfPLK3+tMl09VP3j8l9z0QsZNUp7I0vTmif4ZpILgQF3DvjKLG0YIVRv+xoKGInJDpejPrxh4eBw7vVeIa4sVKdl63bVakbmrpZaN+6/65K5xRINIeYTDLWhUu4DBKkG2MxUq2RY5XGSOuJYEF98QJwWbywUNHRL+HUc0F3+xzQsMH40hKtQNsUCzBrK0sfDYzWbLYGGPDVvRsbiikUDDbaDPEaFyYmyEcRlxjJORhcYBkcT03SQqrXHP7HO0UIks8fXRQT5akU6avkfNF13jlZryyKXVpqnJsRMneY5U21jYho8Syofrw3vVRFDrLwCWFdWnYqNt2DM8VmTGb2EGRure049U0xkBRZ8p2Ti4DpV4Ek/Ki56aT083MeK1h497y1y/fu1/owBQB+vU1ZY0X13fOS1ughfM9O+MVZ1ljVdpijlfRMgCZ8cJnZGWB5N/yMrQygMQxl6jFKqBiar7eBUkzk708szJxZZ3tlCJjxnplBjNtgWJQR8meRADnuTfXqpO/86A646b/RkEumdmOqIbhmGJphKw1x3oHheWrTtpHZ9gkZN8rBobcKqrMeCUDkgyWcFxSEZeZLayNpM4i6MV1H0HSIT3tIliwWbj9RG06DMcrkLU3WiaYjnCX9o1S41WrqA0rzqMUYGhgQYPxfrjRywS8ZUbtGhvS6YH4BTB+UHFlvLgYNFgoILcOwxebjWxs+vb9B0XfTxsVG6emwAc5+1mLuwmZnped123gAofj6FTR2bjP5niFCyA2bzpQsraHdDMu4HFftEBStrlqvBoL333PZHXXFUeq94V9dYjRYZ0XZakJGjyI1HHjolFsM4ZoqNMoQD8Psw+YlNcF+kWS8slIXkCPDb4f2KNzItto+2xuWK76CLNuxJ7xitWeYBSDTvrfV1bqn79zzgEJKhcNPoismNk6ucnl9RCLDe92xRwvsVZIKmhjBQCkIbL3gK6pjKlNvjk2cJHNsouJcD7CKMG58nptdMNiSo92OpYLZ4T9tKBCVgZlKDlp8YNsquHmAtFz8zoZTU817q3A8ZbZGjrMRQBDsCnqC811HOMKQQ2zv6LMEmSqGlprvNyCLvJ5sYY3+H1W3VO7UnVybKUgW6HY0Sa1rsrnlXfPyzyfSUN66vu476DumXtzIvOeQb/Mmxv4Piv4a+6ptuyepkDTkdmyQz06/62IkcO+dtKZoJAZ9457XgrKD6Yb9grsM2TXXP30NNUwN+MVBhNF31QgqvEKA3OsjZZqn589dYJeg7/2zv0T7+liEjDIp2s8w2eHecNSiD8/8aba73P/UTeHtNpIubNDufWzUyLj1fqohl7VsBUCDtc/Pnq4NihcSldNAS6UqDlhpmpMQVELQDbpBP7+dNAw8Oh9+ieKddH4GJQsRPTeMWmwdcHFgkUjq0yElNGjRMbLYZBhUUHkEwsPjeFTJw1W/35+mXpg3gqdsZOUTtl8F4s0qA1wqob0Sme8AGzeC0IaWlTjVUOOFyKJYwekqaqkW7xmCGxIg9qU67cZQzQQsEjDuIZzijEv6Wtxdin4HTZ8ZNrMiDXHXCDwEDh+eB7INmZRj8wNhM8udoDcvcCQma4XWeJXl2/UziMMKlMMBteIsY2AAiiQMhggM2gy4wUj0oyIF8nuMJIJyPWjKcbegcN6WYMoVL983UY1jJwqCGfYay/kWKKRi+hzlgJXmYxXntF75fF7a+fi/dPjbG9ZIQl8ZpaDWzSqL+nTcfTcJa7Rzp7xCtdFBicqyTrJxquVGNI0YvNob2XBfQcZUcwvW6CF85HnjWOwZkhHVdZumoEjG6SDJdsjZNXOJTJeOcYr8MXTJmrFXck6sEGucbwfZUS2ymS8cM8euOoYTZXMEuGQ4k5mSUEe5NzIG6tm3bRrHuG+YK3Vyp6WdUnWNUtbaMnazTrjhaX4mHH9S51/QDXMnrNmOwA0+w7OIQ5kw16Ck4h7vr+oLTtl/0H6y4RLYCNaV1HH2Dlg5mDeoO3NwB51UR3jMwvXJM/FyKT3yBm7CUfeZ7w8agVYbJrT6ZILNTYlqtaZPOKiVEMYjX8PO7W/44DBKSP0q2ftr64/c7+UYcIoHQws0vPKyTkLBTDRad4G0tZgCDMjddjovnqTwgLNImoAtSXsO4YFnI2gpagCG+fyfFn/g6xYrGpYGzVeWRjZ1041lBFjbjIwFuHA2owhmQU1DZ1n31yjxV1MykNUo2FQDWXdFZyVWFXSnvEa0jP4bBmxlTLKWZmnWNUwltlFVJK0RFAnbRSiWIhju1WeHuOUn4vMGDdsCTqyWRvfvoO7aycLNpGsM3vnlCH6fzOD2RBAuOZbZ09Sn3/HBHWkyM4z48WGvxLMvHUVjpeZ8ZJUw4QctKWJclmJ/bxjAdC00UtK1tiWNRhtTUMl5N81NdkRIJKCQXlOpotqaEasywiGEFNG9IrmTFlhDlnknyUMVQlwH2n/Y902VTMxB/j88X/cZHqrs67FFEeyQVIKJeW86Pgo8gwQtPzKGfulxq8JmwiQHF955QLJGq/888IenldnjiAZx6lN4Kro+eQ6Xsae6srmxv2yko2ROU9kMCZm/+xQ/33lrSjTV7QvKh1szNn1eUqkHbODJXiPx+avigQ9zLmcFXxLZ7xiJgGcZu6TtGMofEX0Du9J2RrZzkYfr9YGn/HyaBKqIQv+yxgeLAbFwgZFHWxsMCiO2rtf+Y71Id8ZjlmeAWNb8LDAyPqgrAWPzXP1sZ3b6/O9/enF6qF5K3RdHYDNXPYdkzRCAAs5DWVG+mhow4ncUmOqhlmIMl4rNiSyMqREYIOTFD7cF0ZksWDDUD5uXP+EBDN+jywW5JtR8Hz2zbMUbjeNntjxslMN42h1+9jpfWuT0/GiapnMDsGgpDGR1ciYwg/4LNnc1nQSTcDQQtTS7G8laxFh0OD+4XrgyJsbXBFxDRgqt118iK7pktd3/mEjdX3l1NCAbiycFTp0EqTDoCAcEVX5rKX6J7MfJoWQQQ7e36hVhSUDWURivyHNXMtABpJMOe8s4wTn56r34XGSNut00hziGqZDVsn1I/uHOWqyFIpAOiaNHXzCfcN1Yp3BXGI96Tfeub96dcVG9a6pyfGJNQSZWFyLDG7K7DrFkbDm477DGeHPhJQPx9y1BUpM1IvnU0aSPw9v33+wDnTKZyMz3FlzwxwfjUUNw3P5/nsn61rtkyYWV1c2506ekIOZyXcdL6mGMkPJljNy/skgNCn1UIouis6WALCTeWM4XqQa8j0QqHrijdWlhMYYUFwU1nS6mATYB7H20o4hK8NUWjVbQnTPcbzkOsg9uzXBO14ejQZGUhA9Y8PfMpsD6wmwqL0S8qYhnpFngCTPITiWBnefkjK05NDDYIbBl2UI0yiJezjVaQNx4l49tOM1X9ARmOVAqh8LPRceRtsZ2YeByEWNTiuksmlsFolWVTtgrOCRwNDAos2IViyuEURD4QRvDB0SLuY//cBUNfv11erMA4MaGlvGC/3XzE72VKakob5q4/ZMFaYo46WN1eQmKzM+0vBiPUVuxosNlEX0HJtjnqNP50H2koHjKimswWd30PcSTsYoEbPAsUWyO8BkQQEkkKU4skQQpCFAsTcUv7COQMlRCv3weSSphsn7zP5JcQbSLQddRGK/PlWj0PT0lywlOjMLkeWMcD1hb66s907VeDkyXpXUeOEzUVNSCbgWNxUwdwLHK3ZOR/fvqs6eOjR1bL/Q8UoHb+J5TXEkjK2A/hwouUrIe3rh4aPUjXe/rD52bFJNL7MXWgGqYVFc/bZxuq5Hrm3YNz950jj1nxeWqvdPz85ys6bJ1uKlIThibD/9VRZl5O1TjpfDZolKIcRaDacc6+JHjx1r/XzYQqQlmkJgRc5fNz0P6cEu5k26LjOcs6LsgtQ/Se0u1NpnYzaTIFgHNka16lhvpeMVC7WUy3hNGNxDO3EYS2VpybWA2rfiPKoGjPKg3omOT5nNgVEz1LmwtkPypovAdNLKGghc8JjFwgbqyphFjld4LH9mtIjyrYlNuVNAZZNUAuDxkAowVogNkNcOjnhkbJbI3lUr8IxwbejlBbohF3lzUcdGo2X9N26LFPVwf2xRO+l4mU4X3o/v6aq9iByv0NCMM5Ko8Qqe0bunDlXvnDpEU0YInA82VGyuJ+w7MO14rbf0OBHXKTNeecIXPCduht+bOU/XDmC+yL+jngnzh9RVAjL6vI95EceWBuYdMgKoA0RQQjpeUcYL6pfhdfD5wUAHxZROBp9DTDXc1ihUw8bMNhT9TBOUos6rvzOpcRh3LpoXIs3t69pE44T1LvWG45UlRNIUQF0KAipNlWmMGtai0W04313rPunKrBN9edl6dd/c5dHY4nsxO481xKTfQbJc4sNHj1aHjOqdq8BbX7D5cFmA3gwnywTOC195kAqIUp20pVBGjrxjQel52idgLJDufPLEQda6Lcn+YTZeZjjzwLGHMcUgtmtf6OoUxInPgfR0Sc8vojxp0tpljZeN/u7quVeWajiwRyd19yeOUl07BPZSa4N3vDwaDZx0ktNexsCTEUA2Ts6boOn3aFjPl8jxWrs12kRdE59GOpu38ue9LIWpNAzrw2tkZg2LIjbmb8+cp38+bnz/lPIX3p+GUJ4xViuAcwrHS0aNSSfiNcK4W7oO9VhbcmsNpEO10wgtU5FMHkcnx+YMAZEq2ebtiXtvOn3guaPnHRQ4jxe9WArVeHVqF10PHAZu0K4MK88dYwnO+LfuejnhCDDoIM9dgj/DqakFBx51XnC8FqzapA4Vv2cQAtH/bqGRwef31X+9qH7y4PzU/CflxaZqGPe2cq81cEiQrTad3KaEdPBtkOtSluNlrhlZipY8ntQhOqxmcXwe9ayxcfmMseqqPz2rvnzGfk3y/pxzusaLjpdBjyIYgacj+7HfPRWp+Mr7jTHyxqpg3iHoQZyw74BUhgTjy1TozdvfqsHBMXvwVUvfpU5lepAVDNbSodF9O41AnQlJNSSFvEyWnLYQ2TSB6FMxxyuScBeOFzNSUso/C7wHYFfIcoCY5s0xnqxVN2sF2QzcVGDtUcCuK6NGXWtoHVacR1XANIqxIJQpooZBCAMCGQs6M2Ujq+l+EeU2gfpwcaPBnGVgcMFjdJ1ca8oEw3jhoiUVr+RiDyPyjmeX6GMhp/3BQ0daejdtjhZis9aiVmFSLWVWMHK8wnvPzQfjQ0b57TSQnWrnrmTGS2ZNzYwXRGC+eMcL2qjW78NodSRssl21q2uT6rWTeP/eXVI97/qFNV4rMmq8NNVQjFdeZx6lBJnBecuSUvwDhOw768/MHkJxe4TaiCJS2dBUEIsc9A7t4ua3oSE088VAttk0kmMRjsrENQDpzlMcpylwzSnj1Z+eeFN94NDiIiZZ6odmMCovGFbfIXa86LiWfY/GxrHjBqjZ1xzfZO8ftQbZHNOaXUEeZq84lqTTJZ3V2CiN3xN7xI/fP7Xi85Ry8jKg1NKYse8A9Z2Z83RT4DzRjOaAdEbyHEFTWdG1DrAGHeuvbNBuQ1IOPr93ogkGxsimwfh0KUDm0YOxBzFgVNQe4nFs0cL5EbNS6hIZLzp2kmYo13Dz3Lu2kgBypdizr96jUVFJVMO2iGzdsS12ZkpGVlMSyyWjb6aB4co+8FxtGS9mHEARwEKEBTBWsktnvFjPdsw+/RMGFKkJqNXp1D5Z1FrrsFH+SNWhEhLv/bIwsgwnxeUwMCIPyWpuMnCm0KPkkyePc37uX598M+qxIrMBssaLz6xMrSELzBFBhyKbDEDIWhAYKQw2xJtstvABaC4mZY4qgMG5x05jJQ5GtYDOLDKjNllyzNVIaWzbDq0cajogo0MFTToQlVINzTojlxPeGPjQEaP0VxFgrGCMZWU/6k2aYM6aKrNnzBSWfY9aA8eRzFC7qIay75cNdPZjZdRtEX2xUwMzzcgsje5Xrz87LyPanABV8fHPzKiagA5ZJ7K+tyikkI9VXGNrLK7hWqtph2D/L9In0ATtAy45Wa/Fmsd6WH1OtDEMBhLmddE9DOePNQ6ZWkjFc8yvSvUajYML+noNISpXfVabKhknLYXWYcV5VAV0RiLsp1SpgYfFYtXGONJTdoPH4iLVo0o7XilajvvzuejyeiOnqkNdVCcB4xeOl+y1xGNoRFMKe4Qh/49FDYo+oLSQqlLWEa1JxyvMGDKqTic8y2ip75DOeF1x/N7q0mPGZH7ui0a0ul/42bLGq324EZcxtuWGjGePcQgHDGMlfpbxWIDjlRdskDUGptF32Og+mfcW2S7eX2bzqh1xgbfRc01QUnkPMd+hHErjA8BjY/aP64C1gXJkTBSfW9ViOFw+Y291072vqKtO2sd5TIommLMubxcZY0a00xmv1mU6REEe0WbCDCSmZcXtUvFcQ+JswPZIlbahDjv22H99/Ei1a/fuUoGg5kC1zAkAga4vnT5R9xOF4mBjgI6XzIq6AqEcO6DgcYyUyRKbVPA8OwhB37jGsL01CF2W/dNbqOgysMcsL7O+fE/skwh8yfrqs6cMqaoxUU1oXaunR4sDG3RDHK96g9tcdoPHREdmhMZZWcervkTGy1XUinMAnxvRUyxaoAyS5sWGglJcg2l6btgS4wd1V8vXr2iyHjYtBRq566wZrw6JzYYOSVZbAKkCxYyXrY6JYxIbJ8ap2SMkilYLo4ljoIyhI1UZcY2Ifp/07QfU4jVxvRo3bTjmiBjGjlc2l3+jiLjuM6CbuuDwEeqdU2L1NZ47mj+TTnnijQ/ESqM1kvGSzaCVrcarQ50OtLD2StZeQG0Sff6i9wozN7JmYeaLy9Qzb66NRBLylba6azGTalLZQjN5fGUB0XBZn5a3pk4f1UctXPWmrjGl4ZTuFVQbY6goeD1RkKd9Wye1K6a3phVPAWYfGeDAHrAl3I9czlwZZNFKPWKc14j9BpMMDLmG12XuRwy4YihBKKIpAsA8DwSs5TpWtum7dZyvDTJ8qLP+1F+ei9ghLKeQ4hoMLgB3Xn6EGtu/XO+1PQl+Bns0KuTGUkkBOqOzjOhXQmlh/4pGyXiVUDqTBnOP0LihFKxZ4xX32EDxrZu2AGMvOpdO7VpFA2W5OUg6HHss8ZnxftAJzzJaZPNtUtFs0UhpMCIjxJ49BI1qFkKv2bwtylB1KnnvIyGPLdu10id6AjFSGmRF2yY2b35OXqNMSXWZNqq3evdBwxL0GLNH3D+fW5LIBDWVMlxjg86S2XtLqhpqhdDovmyP5tkt5x+kDhFiBSwqh/PBOfmZv85R3505LwrS5DmkHzpipB6Dn3nbeFVL0MEoYYTlrakXHD5SK+xJ6XdTvMNFx6pVpGjNGUaybKRrNj7G+kHHKMp4ybqxKstSeRRHfYdkVhSsFtd+nC5ZcNdo2T+rXIaZ5yZ7SJr7Vel6dzHO0eNNUvJjZkgcXJD9Lvfu3y21Rrx32jD9//sa2SGuRfiMl0ejQqa3K6UaFs04uc+hbeVy8u2Lf77ZuFBmwKLi2u2BkWc6V3HGa0dUfGuLIqNv0g/ue1V/bwo41DIiRylcrKH8xIwX+2HRAVkebnSFM14ZCpDYDFgXA4eIRdLE6H5dU84LlZrKNq/G+YOqAUPf5L5LtU0ZKCia8YqKuy3XaDq1oDhKcLOsdsS9t7ZqGgsNF5nx4n1hvyRu/mY2GgYS5isc4JUbt2oKomx8XoQKdMbkIer0A/aqSfoMxkkR9UYATbJvu3h64ne1eM1lENGaRU9GF+J5uDMRuBnVt17974kx5VPSlRlUMaXLPaoDoCM+9MpKdVRGn0KutVTZzaq3Nml+ZZk7puOfFywB9ZRg4BLrpWxoXDrjJfYb2i/EqH71iYAW9hrucQjS2JzMTxy/t+4jdnLJZtitET7j5dGokBE91lc0aMGpxHkTMsCl5eQN6kAWpcalJiTvw+ZtwYYbNbkNX8OFGZs3xRZsBvfU4b0ikY3mal7bHIjvT3BfGE0D9Y/3nJsNjOW8KHS9yCCyx4rLeIred0ucOQIQqWZDZGY/9DHRhlLOaOLnwMHjOZnZHDuf3yGuYaEa2tShzBovs/lsrYhrsJ8OTl8qNJoNj+PMaFyfY5N5pqy0bEBNgFpWhEpaqw6InAu1QjVtTvCe0BnPdLwi6fntUfYV0tf3/L+j1cn7DYrfUyij+oxXdeOat49X75wyRH3xtInOY7jWMoBhBmkb4ji5BDOi1+fMWY5Dc5+SVMiyAbf6Dun9hhjepz5V47UlRw0U9ETc4/pWIhDWEPg74NGokBtWZTVeDe8XIznwZTNeZj1E1jWYxp10nKSqEbA+cq7CGq9oEY97vNgcL9QK/e6iQ3Q07qwDh6jWNk5wf1BX8ak/P6d/PmJsXAht3o8sw9imauiSrOX7ovaKDtGM8f3VlcfvE0khy+e+QtR9lAGjnAGl0ch4CQqsuUnniWvAEYSKX/Da9D3hBksHRVJAKqHfthRAxWTEFoELnDfqs6igxQgu5xKNZsx/m5MM43pBeF/wPrXojFYKOcYa2oMsyympVZj7RBGqoQ7yCIVNE7GqYex4NaUapkflQJb3m2dPyjzGrOcyyxIaXWisY53atsltG0gM6N4xpf5qOkFlKeaSlSLFnH55wcERjZBrCbZc1spm9RT0CNCq7tCIESN0RFJ+ffWrX00c8+yzz6ojjjhCderUSQ0dOlR9/etfb7HzbY2QxnFli42Z8SofG5BKU2UXG4wZuVh1L0E1lAazmdFhXUlU4xX+nTQ6wBUJAsXwPQcPa1VF1bK54yOvvaUNE1AMr3v7vs4oX5bBV2+JzrmMJ5nx4oYC+e59RT0dHLBuhkFfVkUsyngJChwxSPTgKUqvtYlr2MYMDT5cG2iGpgDAwLAxdy0gEjIIr5eiKNJYrnf00zMhpY+l+la1NaNt8oxXgx2v1hevNe9JEaqhbHpuM8JlNmCrz3jVPMxAXl4TejmGKimZqJfBkhxb6oOHjdRqzp88aZyT/VN23keBPlANw/X3s6fum6BjIsDF62RbnWpT26xGtLoV9Atf+IK66KKLop+7dYuVVdatW6dOOOEENWPGDHXzzTer5557Tl1wwQWqZ8+e6uKLL26hM25dkItN2WyTfn37hme8JK2rkmaO9UL+vUeF4hoyoyP7w1ANKOqxEdbfYEMu02y61hHdn207tegEcNjovhG9zOb0ZjpeIhu0I7ynLsUpOvOaAphF2evSXm84ZOqVdrw6u6mG6MdjnjuASKLLOON4gxPH8Wk7b+mwyronYnCPuMdNtQNOFCKpdLyY7UJmOq7xSm78NpqhWXNjZiBNdcvWBrlWUTimLA4e2Vs9Nn+VOvPAvVTrd7zcphHGHVuW0Nm3GeF8TyqbZtGwPKof5n6f9yxhy6xRSaZL5cGS7Dn7jkmD1fHjB6TOSf7cswHiGmYfUgnYeZu2bY4DlK1EAKwp0eocLzhaAwfai/duvfVWtW3bNvXzn/9cdejQQU2YMEE9/fTT6oYbbvCOV1OoGjYw4wXjqpLoiauxZfFzEBmvjGuQG7A+Vhh87DlFo5eOF9WAspy2PQGxGMbOqDeImXUwN6usjY6GEhypneEDcR3P90WNxqYMkQoYTm+ujukb5amGzHglxTWQuTx10uDUuQfnFij12SA3PdI6nAIioZAEHC/J/5eF0bWV8dqeuG7QDnmfeF8ojOCimHI90tTPMCBC1GblVmVGnKS5lsHVJ49Tdzy7RF1y1GjV2mAapVlBHow7SINjfnE82hw1BA25P/hsQO3DXGvrczK/cv9xrUlFbaEi9fK2/a4hgfCkmJNbeRn7JGiOVB8uK0K1J6LV3SFQC/v06aMmT56svvGNb6gdO2IjfNasWerII4/UThdx4oknqrlz56rVq1db32/r1q06Uya/PNyQCm2ViGvIyGGlTTqlBHslqBfXkJVx0xtwR/uxzNzBwEMGhpSU/t07WhdJV5S+tY8TOCSuRd18/vUFxDVQ30VH2LXZ0UHWTkmYibJlx3oamYGyNKHE54TXePCI3urhTx0bFScDRaW+wZ0nt3552EvGRXeh0xdkvOI18PIZY2uquLk+fK7I8KEZ6uk3/TehfKmPMSihrufOvkqouTGzgIc1UpPVaoUcY5LmWgaTh/VS175935qpESwDzCPIg0c/58wRrtdRxsuyfkDZjYwJOl6eali7MNfa3IxXwo6ohGrYsLKN4BwaUOMlBMBiZkj6PejQRcEFn/Hasxyvj33sY+q2225T9957r/qf//kf9ZWvfEVdddVV0d+XLl2qBgwYkHgNf8bfbLj++utVjx49oi/UhXkU7eNVAdVQbHiVNun8nyNH64XqhndlF8s2hjJjfSJbIWq8BJUO0SA4AzCcuUilZetbd3G/CV4/qJaUPU85XsY9yeKo2zZB1wbAe436OtIIXVRD2+uKgs4PMmvMsKDHiklrS2zQGcEG3bMqvE4Ksrg2f6lsSCfjx++boi6fsbeqJcgar+/f80r0e9laoavheLmyx5HYwea4RQCAusL3T2/dvWWmjQx6mkEhtbX0AmxMsOk90TuUyXaBY255lPGy39PYKA0y597xql2gbEGyHurzMl7iWVeyv0vnv5KyDX0ODRDVkVTDiNruyHjJIITPeOWj6kOfn/rUp9TXvva1zGNefPFFNW7cOHXllVdGv9t///11ZgsOGJynjh0r4/BfffXVifdFxss7X8X6SfRqcMarMmcEsutPX3d8xdLPW0XfI/YScoEKerKnhel4PfnG6qhHFDMWWMSl6lElEbFahnQYaLyY0TTQcuQ9ynLktfyuOBaGkKthJZ0bGuo4zGYQmVTZsnQRPlPID5Pu11kUOxNlmtviHChnHLzWkd2JaI6xk1GL9SUUykDEVap2nbDvgJSBwGfvpBrKGq/wnqB9ABoGt3aA2rps/RZdR+lhB5ofkxKeZ+iaGS/XPER2cP7KjWphSFmuxTnoEQNry5bt2wo9ywTVsIL9XaoDDqpQEEm+R9lAONdRMCbISnHVeMmMlw/s5KPqrb1PfOIT6oMf/GDmMaNGjbL+ftq0aZpq+Prrr6t99tlH134tW7YscQx/dtWFwWGr1GnbEyGjKpWoXyWN0MqHZ0P67cjFKm8Rkf0t5LGRquH2nepH97+mvz9hwoDUteYZi60VusliG8rQukUR4PzQMcurGYSR/taOUGUsY1Nk9HFxaMjXd7DXVcmxjPMtqyoZqydCTt4tO13G8TIpUF0KZLyo4FeLGyKvFxFXXgdqjE6aOKhQPz3b85RZwD0lA4Gx+5Gjx7T0aVQ1RvTpol5csq5Q/0euIctCVVoX5ZcKolznfY1XbQNrzcoN+XuM+fdKarj326uHrqmEHVTpuJHqrWWzZmQfbdC9Rt01XgywM2jhWybko+qtvX79+umvSgDhjLZt26r+/fvrn6dPn64+85nPqO3bt6v27YPBctddd2mnrFevXo163nsq0Gvq17MWVKx8JZ21luqtA4UgqHcdNiag52QBC5FZqA9woXxhyTr12oqNWijk/ENHZqgeVf1UbFTA0cGzxoLOjczmfA7v0yVyvPp2yw6A4B6yli4rGknnhsXAZtNsW41XJc9HimuwCbPts6TjkFfXWFRZK3K8IJ1ewz2E4qbR6OUVzJWj90nuB1Q1jH+2rxukkum+SnS8fAbCI4SsuxzWu75QJpYGqaun02AjU+Edr9pGfQn7RK4tlVANz546VD23aK06WQSZyoIBP4Bsm6LgugqHCq0Tgt/ZqIZJh64WA3zNjVZj7UE449FHH1XHHHOMVjbEz1dccYU677zzIqfqve99r/r85z+vLrzwQvXJT35SzZkzR33nO99RN954Y0uffqsBai9mXzOj4oyTLFKulGrYUJw9dYg2tA8Zle94ffS4sera2+eojx2bjCYzkg6nC9h7YNdUzZDcrF3GYmsGNiapQGlzbvbq2Vk9rgKq5jBR12OD3NzqM7Kt/Bw6Q65Cevm8KgkCRH28oJ5Ix8tCNUz2jStWW0KYtYLR+YrszpYajrZz85fKWuY9MOeOs8YrvCerNdXQnYH02DNx+Ji+6ub7X9Xja9zAuA1NQ3o6DTJaN+xpAbbWBplNz8sgJeTgK9g/QFP9/nsPVA1BQ/oTcl+kcidMOtt6KUssajXA19xoNasA6IAQ1vjc5z6nlQhHjhypHS9ZnwVxjP/85z/q0ksvVVOmTFF9+/ZV1113nZeSb2Q0hOaXVAJqGWcEEZvTDiiWsTtv2jC9YYOmImEauaZCHiAXsT1N1RAwF3FbNO34fQeq259erMYP6p6rpiZfn5XJMI0fF81Tym6bBlQR8HPgdMH5cqmf1Ysxn7dRyteDPubqU5egGoYZL0mhrRVEbQK2xQXe5vMz72menLxunB2+Vy06ox5Ng8PH9tUCNJjreaqG5hiUIgYSgw0FyUoMcI/qgVxb8oS3JI0Z9YMtgXdOGaLunLNUffjo8i0g6o0xjWu3U/KT+7JfU/PRaqy9Aw88UD3yyCO5x0F048EHH2yWc/JomDGepyxVDcBChAJ9E6bhb8uYyIV5TxPXsNXX2JzPU/YfpAZ0n65GWO5xljFUn5HxMjOprmMnDO4Rfc82AGUgz2d5WIRvcwj36hU7dVA9zII0CLOyNVJOvrYzXrFACbOGJm0nnQHLFhyRwip7So2XRzGcMMFe623CXKtcGa/BPZMBm0qUfj2qB2WUBtuLoFhezWBTAS0gKmUgpXqNOtZV8z74rG4+ai8E6tGqITNeDUmTtzRMg85Gm5QL254mrmFzHOodDtDUEb1TEuw2SIM8W1zDzJi0cxbGsyfcMfsEdaJlgGwUDTIa+vWWa0QdCPpSoQ7woBG9M99TjhMXzVA6Gas2bov4+TWZ8QqzWXRcbRmuouIaeB589lTg8lRDj0pgOv+uNWRM/66JnytR+vWoHkgWxICcYNxRe/erihYOjVH2kbWummN6T7RlysLfIY+qAiYxFrdVm7apSUN6qtbieFkzXns81VBmqOpKF/9mOVRZ0UiTwmqKM0j89kOHqJeWrlPTCtT72c+pva4lo5CHLeOFjfGOy47QdMQhvbLr2OoL0ik53ihMUqsZL14vZbtBrzSNmK4FI7Os8wLVcMmaLTV7TzxaHuYYczleWOPAZmALiCIBJI/qhWS3mNlME9gzfv7BqWrcwCB4V2vAOoum4tt37s4c42YWt6VKRGoJe56151HVQFT6Tx8+VBfAF6GXVSvMAlObWp3MWOxpDZSbosZN0jV7ZtBUdX+wura6eTOQVc8BHn+lTpc+p87t1NJ1Ktq8nPLvXdrn1gyYTkbXjDHDWhI6LACuudbA613NJtuWZ2U6XlmiPKi1XKg2RxlIn/HyqATmepUV5T/3kP/f3r3ARlVuCxxflVIehT5ooaVAoQWutVIMCHgKnIscOD5u5aoYEghyi4/L5WEEMTxU0KOmFjSaKD5QScREFCERFRS9XHkYYnmpoDwlh0a4YEFFoAKCpftmfZcZ9gzT6ZR2d8/u/H/JOJ2Z3XZ3WM7ea3/rW19XeW39P003zprWFoQ3aMfj/95dIYN6pAeUEtbkb3mBS8h4jV440HL1cDGux129aOqrrKDUsHa8Q4jKq0o54t2kK9SV9FAjXvYT/licdG0/6a1tMnsk7CfctdXfa0IUro19Qwm++ncla9vZ2fc1XNmSL95867joSJEXT/oua8AS4qCu22g1jW/t9nAdKH2dDX1ruDHHC1eitgYvdg///V+kd6dkGZATvowY0S81MUGW3P8XiRV6vPElXjUlVFqxocci3/GUeYy1894lUMADImmu0TIKuh65yd4JLFx5WKTsZXodal3z69K/h5NX6IJHX+o7whJpsh4cb16c3xVp4ww98NtH88KVugQnpKzjhSsRaUMXXxXHrQUdJY0yQ3iM/YJCuBi3z2UM7uSJy3nzaAx4rblGiJNBeycst7oeNaVSw9z2l0ZJu7cPnNQerizRyTLPy66M13vE69J7Fm5kJzjh8+pcpuARwpoO/tW+4a5aYsk34uVD4oUrEWmDHsDL7J+/4dYaLeiUXK+lV2INnxaAS6WGw/Mz5IX/+UH6dU2NydXeA0oN65mQqJ4d2sg9g7rJ+arqgANBKPZkqzFLDcOVJEXCflALN0qqNfc6ilh5cdHhpjLiVdPopG8OnQrXpCV4Pb3EBog7xJ60xBYB83kjme8DePnzN9Q8dZ/7BudK+S+nZWheB1PWjvA46gAO0JM/ewOHUImXLgr8xfQhMXuFqKG7OmrJ2RMjro1oW/tBxNlSw4a9Mt4t7dKoXrbt69C/u7k/8fJqEwk9qdU86uK87RqT5E4preTwxXlb4QSPeHn1fYG77HHkK1sFmhr7hcJwJdy69Mqi4v6NtFfeR2oKOCS+WVytZWG57dvEbLlTQFfHRi7VaWsrm9AJ006xH6zir4qr98iTdj4cP7CbDOjWToZe3T78traY8+raKppMJ9rLXWpIkv+jsKu5/69/zQ3784L/P6xvsxPEJo1L3//Luk4T0BTZLxSG6xaLuuGoAzikylb+RIvVWtbxauTEwH4C3zHZucnA9pJG/RuvdDFLu3/8e2SjegGJl4eXK9D3zTdyV9M8g//8a65p8ZyX2TbszwruuOVboBmoqweH9ZTnPt8nDwzt4fauAI5ItDfA4hymwfBOAg7xlRn6OlshkH2kL1yjCCfYF7/MSGrZKKWGjT3qZH9PG3tEsSHZk6OaDv7aKr9XLfP6QpUaJjLihSs0+cbuMrp/F7oVosmyH0NY/LvhcNQB4Hr9eGN/qI/q11nK/vmrDLm6vaMT4+2T8FPDLOrsBPvv82qp4WWLRtfz7whe+4w5XrhSOnpN0oWmLDutdcA8WjQM7x6NAXhapB36nJp7tai4n+O/p1v6pQNXO1sS1hi6tGvdKPPYGnXZgXomXslBXQ29/L4AgJMKc9NMk7Cc9ETJSOIiQ0Mh8QLgCv0w1xPps39ekLyO4efmeFVG25Yh1+BqDLnpiY0yj81p9mSrviWpl5caMuIFADVdvCt75G8NNj8Z/4/EC3CwpfyFakua27obInCtsw+nDDRrMHWwJShNic49GjOgiyzf9r8yZkB2o/7u/I7JAWuceVVDdtbSslL7Mg+cTABAzSinbXjM+AccMm1YT3P/eIRrS8WiHh3amvXMmrKSOwrk6zl/l7/2DN/+3Yn6/H+MyJeJQ7rLX3LTpCl0vwy3iGekxl1sPX9X3871/lkAANQFI16AQyYP7SFFvTuatboQu3TUS9ffcsP4QTnidfZywHCLeEZq5i1Xy/VdU2Vwz/R6/ywAAOqCxAtwsNSQpAuonz+qLjRo98sW8c3k3wo61vvnAABQV5QaAgCiVveLFy90OlZCPIcsAIB3MeIFAIhao/tny+HfzsogSgMBAB5H4gUAiFqtEprJnNvy3d4NAADqjboNAAAAAHCYZxKvkpISGThwoLRu3VpSUlJCbnPw4EEpKioy23To0EFmzJghVVVVAdusX79e+vbtKy1atJAePXrI4sWLG+kvAAAAABCrPJN4nT9/XkaNGiWTJk0K+fqFCxdM0qXbffXVV/L222+bpOrxxx/3b1NeXm62GTp0qGzfvl2mTZsm999/v3z++eeN+JcAAAAAiDVxlmVZ4iGaTGnCdOLEiYDnV69eLbfddpscOXJEMjIyzHMLFy6UWbNmyc8//ywJCQnm608++UR27tzp/77Ro0ebn/XZZ59F9PtPnTolycnJcvLkSUlKatoLvwIAAABomNygyTTXKCsrk4KCAn/SpW6++WYzQrZr1y7p06eP2Wb48OEB36fbaCJXk3Pnzpmbj76pvjcZAAAAQOzy5QSRjGU1mcSroqIiIOlSvsf6Wrht9A07e/astGrV6rKfW1paKk8++eRlz3fp0qWB/wIAAAAAXlRZWWlGvqI28Zo9e7bMnz8/7DZ79uyRvLw8ccsjjzwi06dP9z+urq6W48ePS1pamsTpip4u06RRk8BDhw5R+ohaES+oK2IGdUXMoK6IGXg5ZnSkS5OurKysWrd1NfF6+OGHZfz48WG3yc3NjehnZWZmypYtWwKeO3r0qP81373vOfs2+g8WarRLafdDvdnV1FXRTfo3uB148A7iBXVFzKCuiBnUFTEDr8ZMbSNdUZF4tW/f3twaQmFhoWk5f+zYMdNKXq1Zs8b8Y+Tn5/u3+fTTTwO+T7fR5wEAAABAYr2dvK7RpS3g9V5bx+vXevv999/N6zfddJNJsMaNGyc7duwwLeLnzJkjU6ZM8Y9YTZw4UQ4cOCAzZ86UvXv3yquvvirLli2Thx56yOW/DgAAAEBT5pnmGroel67N5aNdCtW6devkxhtvlGbNmsmqVatMF0MdwUpMTJTi4mJ56qmn/N+Tk5Nj2slrovXiiy9K586dZdGiRaazoVdpUvnEE09cVg4JhEK8oK6IGdQVMYO6ImYQKzHjuXW8AAAAAMBrPFNqCAAAAABeReIFAAAAAA4j8QIAAAAAh5F4AQAAAIDDSLwAAAAAwGEkXh72yiuvSLdu3aRly5Zyww03yJYtW9zeJUSJ0tJS6d+/v7Rt29YsKH7HHXfIvn37Arb5448/zDp3aWlp0qZNG7nrrrvk6NGjru0zose8efMkLi5Opk2b5n+OeEGww4cPy913321iolWrVlJQUCDbtm3zv65Nk3UpmI4dO5rXhw8fLvv373d1n+EeXYN17ty5ZmkfjYfu3bvL008/beLEh5iJbV9++aWMGDFCsrKyzDHoww8/DHg9kvg4fvy4jB07VpKSkiQlJUXuu+8+/5q/0YDEy6Pef/99mT59ulnD4JtvvpHrrrvOrEd27Ngxt3cNUWDDhg3mJHnTpk2yZs0a+fPPP80i46dPn/Zvo+vZrVy5UpYvX262P3LkiIwcOdLV/Yb7tm7dKq+//rr07t074HniBXa//fabDBo0SJo3by6rV6+W3bt3y/PPPy+pqan+bZ599ll56aWXZOHChbJ582azvqYepzSJR+yZP3++vPbaa/Lyyy/Lnj17zGONkQULFvi3IWZi2+nTp835rA4shBJJfGjStWvXLnPuo+v7ajI3YcIEiRq6jhe8Z8CAAdaUKVP8jy9cuGBlZWVZpaWlru4XotOxY8f0kqK1YcMG8/jEiRNW8+bNreXLl/u32bNnj9mmrKzMxT2FmyorK62ePXtaa9assYYMGWJNnTrVPE+8INisWbOswYMH1/h6dXW1lZmZaT333HP+5zSOWrRoYb333nuNtJeIJkVFRda9994b8NzIkSOtsWPHmq+JGdjp8WXFihX+x5HEx+7du833bd261b/N6tWrrbi4OOvw4cNWNGDEy4POnz8vX3/9tRli9bnqqqvM47KyMlf3DdHp5MmT5r5du3bmXuNHR8HsMZSXlyfZ2dnEUAzTUdKioqKAuFDEC4J9/PHH0q9fPxk1apQpZ+7Tp4+8+eab/tfLy8uloqIiIGaSk5NNWTwxE5sGDhwoX3zxhfzwww/m8Y4dO2Tjxo1y6623msfEDMKJJD70XssL9bPJR7fXc2QdIYsG8W7vAOrul19+MbXSGRkZAc/r471797q2X4hO1dXVZq6OlgX16tXLPKcfXgkJCeYDKjiG9DXEnqVLl5qyZS01DEa8INiBAwdM2ZiWvD/66KMmbh588EETJ8XFxf64CHWcImZi0+zZs+XUqVPmok2zZs3MeUxJSYkpDVPEDMKJJD70Xi8E2cXHx5uLztESQyReQAyMYuzcudNcWQRCOXTokEydOtXUxGuzHiCSCzp6VfmZZ54xj3XESz9ndO6FJl5AsGXLlsmSJUvk3XfflWuvvVa2b99uLgpqIwViBrGCUkMPSk9PN1eLgjuK6ePMzEzX9gvR54EHHjCTS9etWyedO3f2P69xoiWrJ06cCNieGIpNWkqojXn69u1rrg7qTRto6CRm/VqvKBIvsNOuYvn5+QHPXXPNNXLw4EHztS8uOE7BZ8aMGWbUa/To0aYD5rhx40zTHu3Cq4gZhBNJfOh9cJO5qqoq0+kwWmKIxMuDtJTj+uuvN7XS9quP+riwsNDVfUN00HmpmnStWLFC1q5da9r32mn8aDcyewxpu3k9aSKGYs+wYcPk+++/N1egfTcdzdASIN/XxAvstHQ5eIkKnbvTtWtX87V+5uiJjj1mtMxM51kQM7HpzJkzZq6NnV5E1vMXRcwgnEjiQ+/1AqFeTPTRcyCNMZ0LFhXc7u6BK7N06VLTyWXx4sWmi8uECROslJQUq6Kiwu1dQxSYNGmSlZycbK1fv9766aef/LczZ874t5k4caKVnZ1trV271tq2bZtVWFhoboCydzVUxAvstmzZYsXHx1slJSXW/v37rSVLllitW7e23nnnHf828+bNM8eljz76yPruu++s22+/3crJybHOnj3r6r7DHcXFxVanTp2sVatWWeXl5dYHH3xgpaenWzNnzvRvQ8zEtsrKSuvbb781N01RXnjhBfP1jz/+GHF83HLLLVafPn2szZs3Wxs3bjSdeseMGWNFCxIvD1uwYIE5EUpISDD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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot a trainining trajectory\n", "ic_idx = 0 \n", "num_dims = U_all.shape[1]\n", "\n", "fig, axs = plt.subplots(num_dims, 1, figsize=(10, 10))\n", "for i in range(num_dims):\n", " axs[i].plot(t_train, U_train[ic_idx, i, :])\n", " axs[i].set_ylabel(f\"dim {i}\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "../data/96IC_pkl\\hyper_bao_trajs_96IC.pkl --> Number of Dimensions: 4\n", "../data/96IC_pkl\\hyper_lorenz_trajs_96IC.pkl --> Number of Dimensions: 4\n", "../data/96IC_pkl\\hyper_wang_trajs_96IC.pkl --> Number of Dimensions: 4\n", "../data/96IC_pkl\\hyper_xu_trajs_96IC.pkl --> Number of Dimensions: 4\n", "../data/96IC_pkl\\lorenz_trajs_96IC.pkl --> Number of Dimensions: 3\n", "../data/96IC_pkl\\nosehoover_trajs_96IC.pkl --> Number of Dimensions: 3\n", "../data/96IC_pkl\\rossler_trajs_96IC.pkl --> Number of Dimensions: 3\n", "../data/96IC_pkl\\sakarya_trajs_96IC.pkl --> Number of Dimensions: 3\n" ] } ], "source": [ "# see how many dimensions are in each dataset\n", "fnames = glob.glob(dset_dir + \"*_trajs_96IC.pkl\")\n", "\n", "for fname in fnames:\n", " with open(fname, 'rb') as f:\n", " data = pickle.load(f)\n", " U_all = data['U_all']\n", " num_dims = U_all.shape[1]\n", " print(fname + \" --> Number of Dimensions: \", num_dims)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Loading Model Weights" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Wr shape: (400, 400)\n", "W_in_dim3 shape: (400, 3)\n", "W_in_dim4 shape: (400, 4)\n" ] } ], "source": [ "# unpacked pickled files\n", "with open(model_weights_dir + \"Wr.pkl\", 'rb') as f:\n", " Wr = pickle.load(f)[\"Wr\"]\n", "with open(model_weights_dir + \"W_in_dim3.pkl\", 'rb') as f:\n", " W_in_dim3 = pickle.load(f)[\"W_in\"]\n", "with open(model_weights_dir + \"W_in_dim4.pkl\", 'rb') as f:\n", " W_in_dim4 = pickle.load(f)[\"W_in\"]\n", "\n", "print(\"Wr shape: \", Wr.shape)\n", "print(\"W_in_dim3 shape: \", W_in_dim3.shape)\n", "print(\"W_in_dim4 shape: \", W_in_dim4.shape)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.13.2" } }, "nbformat": 4, "nbformat_minor": 2 }