{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Seasonality in time series data\n", "\n", "Consider the problem of modeling time series data with multiple seasonal components with different periodicities. Let us take the time series $y_t$ and decompose it explicitly to have a level component and two seasonal components.\n", "\n", "$$\n", "y_t = \\mu_t + \\gamma^{(1)}_t + \\gamma^{(2)}_t\n", "$$\n", "\n", "where $\\mu_t$ represents the trend or level, $\\gamma^{(1)}_t$ represents a seasonal component with a relatively short period, and $\\gamma^{(2)}_t$ represents another seasonal component of longer period. We will have a fixed intercept term for our level and consider both $\\gamma^{(2)}_t$ and $\\gamma^{(2)}_t$ to be stochastic so that the seasonal patterns can vary over time.\n", "\n", "In this notebook, we will generate synthetic data conforming to this model and showcase modeling of the seasonal terms in a few different ways under the unobserved components modeling framework." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2020-12-20T00:11:04.346464Z", "iopub.status.busy": "2020-12-20T00:11:04.344945Z", "iopub.status.idle": "2020-12-20T00:11:04.727251Z", "shell.execute_reply": "2020-12-20T00:11:04.728363Z" } }, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2020-12-20T00:11:04.733446Z", "iopub.status.busy": "2020-12-20T00:11:04.732040Z", "iopub.status.idle": "2020-12-20T00:11:05.812523Z", "shell.execute_reply": "2020-12-20T00:11:05.813788Z" } }, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import statsmodels.api as sm\n", "import matplotlib.pyplot as plt\n", "\n", "plt.rc(\"figure\", figsize=(16,8))\n", "plt.rc(\"font\", size=14)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Synthetic data creation\n", "\n", "We will create data with multiple seasonal patterns by following equations (3.7) and (3.8) in Durbin and Koopman (2012). We will simulate 300 periods and two seasonal terms parametrized in the frequency domain having periods 10 and 100, respectively, and 3 and 2 number of harmonics, respectively. Further, the variances of their stochastic parts are 4 and 9, respectively." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2020-12-20T00:11:05.819189Z", "iopub.status.busy": "2020-12-20T00:11:05.817701Z", "iopub.status.idle": "2020-12-20T00:11:05.830395Z", "shell.execute_reply": "2020-12-20T00:11:05.831579Z" } }, "outputs": [], "source": [ "# First we'll simulate the synthetic data\n", "def simulate_seasonal_term(periodicity, total_cycles, noise_std=1.,\n", " harmonics=None):\n", " duration = periodicity * total_cycles\n", " assert duration == int(duration)\n", " duration = int(duration)\n", " harmonics = harmonics if harmonics else int(np.floor(periodicity / 2))\n", "\n", " lambda_p = 2 * np.pi / float(periodicity)\n", "\n", " gamma_jt = noise_std * np.random.randn((harmonics))\n", " gamma_star_jt = noise_std * np.random.randn((harmonics))\n", "\n", " total_timesteps = 100 * duration # Pad for burn in\n", " series = np.zeros(total_timesteps) \n", " for t in range(total_timesteps):\n", " gamma_jtp1 = np.zeros_like(gamma_jt)\n", " gamma_star_jtp1 = np.zeros_like(gamma_star_jt)\n", " for j in range(1, harmonics + 1):\n", " cos_j = np.cos(lambda_p * j)\n", " sin_j = np.sin(lambda_p * j)\n", " gamma_jtp1[j - 1] = (gamma_jt[j - 1] * cos_j\n", " + gamma_star_jt[j - 1] * sin_j\n", " + noise_std * np.random.randn())\n", " gamma_star_jtp1[j - 1] = (- gamma_jt[j - 1] * sin_j\n", " + gamma_star_jt[j - 1] * cos_j\n", " + noise_std * np.random.randn())\n", " series[t] = np.sum(gamma_jtp1)\n", " gamma_jt = gamma_jtp1\n", " gamma_star_jt = gamma_star_jtp1\n", " wanted_series = series[-duration:] # Discard burn in\n", "\n", " return wanted_series" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2020-12-20T00:11:05.836718Z", "iopub.status.busy": "2020-12-20T00:11:05.835267Z", "iopub.status.idle": "2020-12-20T00:11:10.148896Z", "shell.execute_reply": "2020-12-20T00:11:10.148467Z" } }, "outputs": [ { "data": { "image/png": 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uuCP+ekdHB6A1yRoJkgkWYoLZV9tFZaEzXtaY4zAzKcfGYckECyGGMFh3aNCWSQI40SLzgoUYqw439RCMRLl77XTeubScX71+gsNpWj2i1x8adDrFzGIXioI0xxpFKisrKS0t5aWXXopv8/v9bNy4kUsvvTS+benSpRw6dOisx4tGowQCgaRtBw4cwGw2s3DhwvRd+HmQTLAQE0yHN0hxljVpW1VZNodljT4hxCBUVcUTTL1OMMCMWPbmZJubNTMKhvPShBBpsq+uG4DFFTmsmVHAa0daePC1Ezzw/qUXfWx3IEzWIPcPu8XI1HyHBMHDzO12c/z4cUALUs+cOcPevXvJz89nypQp3HvvvfzXf/0XVVVVzJ49m+985zu4XC4+8IEPxI9xww038PDDDycd94EHHqCyspI5c7Qqgg0bNvCjH/2IT33qU0n7bdy4kbVr1yZ1lh5OkgkWYoLROrwmfxFVlWZxvMVNMBwdoasSQoxmvlCEqMqgmeCybBs2s0HWChZiDNtX20Why0J5rp18p4U5JVm09Pgv+riqquL2h3HZBs+9zSx2SSXJMNu5cydLly5l6dKl+Hw+7rvvPpYuXcq3vvUtAL7yla/whS98gU9/+tMsX76cxsZGXnzxRbKysuLHuP322zl69CgHDx6Mb4tEInz1q19lyZIlLF++nAcffJDvfe97fPe73006/+OPP87HPvax4fmwKUgmWIgJJlVJY1VZNuGoyolWN3PLskfoyoQQo5UnoDXIGWxOsMGgUFkoHaKFGMv21XaxaHJuvPFRls1MfdfgTYs2HG2lqdvPe1dUDLoPQCAcJRxVcVnNg+6T67BQ3SiZ4OG0bt26IZsZKorC/fffz/333z/oPnl5eXz2s5/lJz/5STwjfO+993LvvfcOee5nn30Wo9HIrbfeeiGXnhaSCRZignEHIgOC4NklWinjsRYZwAox0Rxs6CYcGboKxBMIA4NngiHWIbpNMjlCjEXuQJjjrW4WT86Nb8u2m+jxhQZ9z/+35TTff/7wWY/d69fuH0Nlgp0WI55g+NwvWIwaX//615k+fTqRyLl3E/d4PPzv//4vJtPI5WMlCBZigtHKoZOzOdMKnBgUOC5BsBATSkuPn7c9sIn/21U35H7ucwiCZxQ6qe3wpnVZFSHE8HizrhtV1eYD67JtZnr8gwfBPf4Q7Z4gnZ7gkMfW7x+DzQkGcFhNeANy7xiLsrOz+cY3voHRmLpSKJX3vve9rFq1KoNXdXYSBAsxgUSiKr7QwEywzWykIt/BCQmChRjzjrf0csNPN3D/Pw+eNcPb2O1HVWFnTeolLnR6JniwxligNceKqnBa1voUYszZV9cFwKKkTLAZdyBMNJq6ZFbPEp84yzQIt//s9w+nxUgwEpXeJGLYSBAsxASilxql+iKaWeSSTLAQY9yOmg7e/est1Hf5eGRzDR95ZMeQmZwOr5bB2R8bAA/GG9QyNI5B5gQDTC+MdYiWecFCjDn767qYku9IWsYo22ZCVaE3kLpMWS9zPlsQ3BvQ7kFDlUPbLdprvqBkg8XwkCBYiAlkqHl9M4tdnGrznDVzJIQYnV4/0sIH/2cbBU4Lz31uLT949yK2nGjn3b/aHC9H7E8vYzze6h50H+grZxwqk1OWawOgpTcw6D5CiNFpX203iybnJG3LtmuNrAabF6xvP9sD9HPNBAMyL1gMGwmChZhAhgqCZxS7CEai1HYO3glSCDF6/c/GU5RkW3nik5dSke/gvSsq+OltSzjW4mZHTUfK93TEgmBV1eYEDuZcGmNl27QBc7d38MyzEGL0ae0NUN/lY0lFbtJ2/Wc6VTVJNKriDuqZ4KEb4sXnBA+RCXbE7i1eCYLFMJEgWIgJxB1rOtG/MRZomWBA5gULMUad6fCypCIvqZxRH9S2DpKd7fAEia2GMmRJ9Lk0xrKYDNjNxiHLr4UQo8/hph4A5k/qnwnWft57fAMD095AGH11nbNmgs+hkiSeCZbmWGKYyDrBQkwg8WyOJXU5NGhlkddSMqzXJYS4OJGoSkOXj7ctKkvaXpRlBQYPgju9QQqcVmxmA/vruomqUTbVb+LPh/9MV6CLSyddytrJa/EEtFLnwdYJ1uXYzXQPsaSKEGL0OdOhNbObWuBI2j5UJlgvhS7PtVPb6cUfimAzp74/nMsSSY7YuETKocVwkSBYiAlkqGxOts1McZZVmmMJMQY1dvsIR1Uq8pMHsTazkSybachMcIHTwsxiFzub9vK2p75JbW8tRfYiJrkm8bs3f8dD+x+iwDQLm+NtmIxDF5Bp64rKIFaIsaS2w4fZqFCSbUvanjPEnGA9MF4yJZf6/T5q2j1UlWanPL47EMZiNGA1Df4QzRmrUJPGWGK4SDm0EBPI2ZY5mVksHaKFGItqO7S5/BV5jgGvFWVZaen1p3xfpydEntPM1FIv7tyHiESj/PCKH/LCrS/wp7f8iQ23beC+NffRG2nGPOXn/HTXTwlFBs/0nm1dUSHE6FPb6aU8147RoCRt1zPBeiY3kf6wa9mUPGDokmi3PzxkFhgSM8ESBI9HjzzyCFdfffV5vefWW2/lJz/5SYauSIJgISaUszW3mVHk4kSLG1VNvSagEGJ0qu3Uyhkr8u0DXivOstLSkzoT3O4JkOUI8kL7fwEKd838b26svBGzQRv85lhzuHX2raw2/zcW/wp+f+D3fPLlT9Ib7E15PCmHFmLsqe3wDqgigb7y5ZTl0HomuCIHRYETLYM3x3IHwkPOB4a+TLB3iC71Ir02bNjALbfcQnl5OYqi8MgjjyS9rqoq999/P5MmTcJut7Nu3ToOHjyYtE8gEOCee+6hsLAQp9PJLbfcQl1dXdI+wWCQb37zm9x3333xbb/73e9Yu3Yt+fn55ObmctVVV7Fp06ak991333185zvfobt78KaNF0OCYCFGmRcPNtHSkzprc7H6GmMNngnuDYRliRMhxpi6Di8GBSblpgqCbbS6BymH9vo4ygN0BVrw13+I+lZnyv2CIQdF/g/x3cu/y67mXXzouQ/R5GkasF+2XTLBQow1gwXBRoNCljX1FAe9RLo4y8bkPDvHh1gruNd/9iBYMsHDz+12s2DBAn7+859jtw/87vjBD37Aj3/8Yx544AF27NhBcXEx1113Hb29fQ9B7733Xv72t7/x+OOPs3HjRnp6enjb295GJNL3//GJJ57AZrNx5ZVXxre9/vrr3Hbbbbzyyits27aNOXPmcMMNN3Ds2LH4PgsXLmT69On86U9/ysjnlyBYiFHkeIubu/+4i2t/sp6/7qxNe0bWEwhjUMBmTv2jH2+OJSXRQowptZ0+ynLsmFPM2S2KZYL7308iURVf1pN0RI7wX5f/FzOy5g/aIdoTy+TcPONmfn3dr2nyNHHn83fiCycvqZZtkznBQowl7kCYTm8o5VQKGPzBVk+sRDrbZmZGkYtjLW3sbNrJo9WP8r3t3+P/jv4fxzuPE1WjuAOhcyiHlkzwcHvLW97Cd7/7XW699VYMhuTvDlVV+dnPfsbXvvY13v3ud7NgwQL+8Ic/0Nvby2OPPQZAd3c3Dz/8MD/84Q+57rrrWLZsGX/84x/Zv38/L7/8cvxYjz32GLfcckvS8R999FE+85nPsHTpUubMmcOvf/1rsrKyeP7555P2u+WWW3j88ccz8vklCBZiFNFLGvOcFr7yxH7u/N8d+ENnfypa1+ll47HWs+7nDoRxWk0oipLydQmChRibaju8TM4b+CQftHJoXygyIMPyl+onMedtZXnuu7ix8kYWTc5lf113yodvnti9A2B12Wp+cfUvqHfX81j1Y0n75cQGzNGoTKkQYiyo7Rh8KgVoa/umaozVGwuMDcYgPudz1GV/jY+88BG+t/17PHH0Cf5zy3/yzn++k7c8+RY6QqfIOksm2Gw0YDEZJBM8Spw6dYqmpiauv/76+Da73c4VV1zB5s2bAdi1axehUChpn4qKCubOnRvfB2DTpk0sX758yPMFg0H8fj95eXlJ21euXMn27dvx+XyDvPPCZaQ7tKIoVwBfAi4BJgEfUVX1kYTXHwE+3O9t21RVXZ2wjxX4EfB+wA68AnxKVdW6hH3ygF8A+uOFfwL3qKrald5PJMTwaOzSyqD/dNcqXq5u5j+ePsR//6ua/3j7giHf99D6k/xlRy1v/sf1Q3ZfdAfCQ34RFWdZybKaJAgWYoyp7fSydlZRytf0ZZJaevy4irQHXdXt1fx493cJe6Zz86K7AFgwKZsndtXR6g5QnJXcJdYdCDM5IVO0onQFV0y+gocPPMyts28lx6qtL5ptN6Oq4A6G4011hBCjVzwIPt9MsC+MK6+am//+Q9r97YTdC/nutR9l7dTFFNoLOdN7ht3Nu/nVvl/R5PwRBeaPAyuGvBanxYh3HCyR9P3t3+dwx+FhPWdVfhVfXfnVtB2vqUmb7lJSkrxkZklJCfX19fF9jEYjhYWFA/bR39/V1UV3dzdlZcnL9/X3zW9+E5fLNSBjPGnSJEKhEA0NDcyYMeOiPlN/mcoEu4ADwOeAwUL3l4GyhF9v6ff6z4B3owXBa4Fs4BlFURJH+I8By4CbgBtjv/9jWj6BECOgsduHQYGyHBsfuaySj15WyR+2nOblQ81neZ+fYCTK0aahg9fEbE4qiqIwQzpECzGm+EMRmnsCgw5i9YBWXyYpHA3z1Y1fxWnOwV//AYpcWgYo36UFy6myPt5gJF6uqPvcss/hDrp5+MDD8W3ZQyypIoQYfc7EM8GDBME2c8opDjWefSglf6LEWcLXl/wKf/0HyTMsoshRhKIoTM2eyjtnvZPH3/o4SrCcA+Ff8siBR4a8FofFhCcgmeDRpH/loKqqg1YTptpHz+DabLZB9//5z3/OQw89xJNPPkl2dvIyW/pc5TGTCVZV9V/AvyCe9U0loKrqwK4a2ntygLvQMsgvxbbdAZwGrgVeUBRlLlrge7mqqptj+3wc2KgoyhxVVY+k8SMJMSwauvwUZ9nia3F+9aY5bD3Zzpef2Mfz914xYA0/XWts+ZM367tZODln0OO7zxIEg1YSveHo2UurhRCjQ31XbHmkQcoZ45ngWBD83KnnONV9ig/P+Ba/3Osgz2EBtLJH6JvrlyjVvWN23mzeNv1tPFb9GB+o+gClztJ49rfbF2Jy3oDDCCFGmbpOHy6riTxH6sqNbLuJw03JD7VOdZ9id+DnmKJF/O763xEO2fh3XuJEi5ur5hQn7VtoLyRQezcz5/+TH+/6MeVZ5Vw39bqU53KMk0xwOjOyI6W0tBTQsr0VFRXx7S0tLfHscGlpKZFIhLa2NoqKipL2ueKKKwAoKChAURQ6OztTnufnP/853/zmN3nuuedYuXLlgNc7OjoAko6fLiM5J/hyRVFaFEU5qijK7xRFSfypuQQwAy/qG1RVrQWqgUtjm9YAbmBzwvveADwJ+wgxpjR2+5iU2xfoWk1GfvH+pfhCEf7j6YODvq85tvzJm/VDt5H3nMMyBWU5WifZiMzpE2JMqD1LJqc4IQgOR8P8et+vmZs/l0lmbcCR79SC4OxYENx/TVBVVQe9d3x66aeJqlF+t/932jHssUBammMJMSbo/QQGy+5pmeC+ILjT38mnXv4UqAamhj5LtiWbfKcFl9VEXefAbF0wHCUQMnBd0b0sKlrENzZ9Y9BSYYfVJHOCR4nKykpKS0t56aWX4tv8fj8bN27k0ku1MOuSSy7BbDYn7VNXV0d1dXV8H4vFwrx58zh06NCAc/zkJz/hG9/4Bs8++yyXX355yus4cOAAkyZNGlCWnQ4jFQQ/D3wIuAb4IrASeDU2DxigFIgAbf3e1xx7Td+nVU3o4BH7fUvCPnGKotytKMpORVF2trZKlkuMTg1dPsr6LXEys9jFTQvK2FebOsCNRlXaYsufHOgXBDe6G+nyd8Ub3XgCkfhafIMpcFpQVejyBi/0YwghhlFtbOA5WDl0rsOM2ajQ2hvg6RNPU9tbyycXf5JOrzaw7QuCU5cy+0NRomrq9cXLXeXcMuMW/nnin3QHusmx92WChRCjX21n6uWRdNl2M72BMNGoiqqqfHvrt2n2NlPg/gSFtr7hdrbNhDtFZ2dPbFuuzcHP1v2MLEsW97x6D+2+9gH7Oi1G6Q49jNxuN3v37mXv3r1Eo1HOnDnD3r17OXPmDIqicO+99/K9732PJ598kgMHDnDnnXficrn4wAc+AEBOTg533XUXX/7yl3n55ZfZs2cPd9xxB4sWLeLaa6+Nn+eGG24YsAbwD3/4Q772ta/x+9//ntmzZ9PU1ERTU9OANYE3btzIjTfemJHPPyJBsKqqf1ZV9Z+qqr6pqurTaHN65wBvPctbFSAxPZUqVdV/H/2cv1VVdbmqqsszkVIX4mKpqkpjt59JOQNLnstz7TT1+AlHogNe6/AGCUdVsmwmDjf14AuFeL32dT7y/Ee4/m/Xs/Yva1nz+Bru+NcddEdPnLUcWp8X2O6RIFiIsaCuw4vFZIhnfPtTFIUil5WmHjcP7X+IeQXzWFexjk5PEIfFiM2sPRjLigXB/TPBnlh54mAP0N5X9T78ET//OP6PvkBa1goWYtRTVZXaDt+gD9BAC271Zncv1LzAS6df4tNLPk3AMzmp+Z3LZsI9yFQK7XUzRY4ifnH1L2j3tfPz3T8fsK/DIpng4bRz506WLl3K0qVL8fl83HfffSxdupRvfetbAHzlK1/hC1/4Ap/+9KdZvnw5jY2NvPjii2RlZcWP8dOf/pR3vetd3HbbbVx22WW4XC6efvppjMa+74uPfexjPP/88/HSZoAHH3yQUCjEbbfdRllZWfzX5z73ufg+fr+fp556io997GMZ+fyjYokkVVUbgDpgVmxTE2AECvvtWoyWDdb3KVYS6jdivy9K2EeIMaPDEyQQjlKWM3BeX3menUhUpTk2py9RS6wU+srZRYQN7dz29Pu559V7qHPX8blln+MrK77CO2a+g0ZPI56Cn1Eb/Tuh6OAD1MJYVqjdLUGwEGNBbaeXybl2DIbBm5UUZds46nmdenc9n17yaRRFocMTjM8Hhr45wb39Alg9k+O0pH6AVpVfxZKiJfzlyF9w2bSBjzTGEmL0a/cE8YUig/YTgL4KkdOdTfzXtv9iYeFCPjz/w/T4QvFGeAAua+pMsP5QTZ9OMb9gPrfNuY1/nPgHJ7pOJO3rtBrxjYM5wWPFunXrUFV1wK9HHnkE0B6g3n///TQ2NuL3+1m/fj0LFiSvVmKz2XjggQdob2/H6/Xy9NNPJ80hBqiqquId73gHDz74YHxbTU3NkOcGePjhh1m1ahWrV68mE0ZFEKwoSiFQDjTGNu0CQsB1CftMBubSNwd4C1oX6jUJh1oDOEmeJyzEmNDYrTW3mpSbIgiObatPMd+mOdYUa+rkWpzTfkmjp47vXv5d/vWuf/FvC/+NO+bdwddWfo0n3/4kkd4lHA78jdv/dTsnu06mvI58lzYo7pBMsBBjQm2Hj8lDlDMCFLrMNPIc8wrmsbZ8LaBVkeil0KA1pTEalAGZYH1gO1QVyfur3s+Z3jMcaN+OokgQLMRYcOYsyyOBPs9f5ad7v4c35OU7l30HA0ZtyUVb3z3BZdPKpvvT7x+J+9696G7sJju/2P2LpH0lEzx+/eAHPxjQ+flszGYzDzzwQIauKENBsKIoLkVRliiKsiR2jimxP0+JvfYjRVHWKIoyTVGUdcDTaHN5nwJQVbUbeBj4oaIo1yqKshRt6aP9aEsroapqNdrc4ocURVmtKMoa4CHgGekMLcaihliH18TGWLryvFgQ3OUd8FprTwBTzg7+dOpbKNEc1ti/w80zbsZsSO70aDU48da/l+sLv0KDu4H3PvNe/nToT0TV5BJrfVDc7hmYdRZCjD61nV4q8gbP5ACo9kOEjS3cOf/OeAOcTk9yEKwoCi6rKUUmWBuUDtVP4Lqp11FgK+AvR/9CltWUssO0EGJ00ZvqTSkYqhzajNFxkh0tG/jkkk8yPXc6nmCYqEpSOXSW1YQ7xTQId0DblthYL8+Wx0fmf4RXa19lb8ve+HaZEzx+TZkyJanU+VzcfffdzJkzJ0NXlLlM8HJgT+yXHfiP2O//E63h1ULgH8BR4A/AEWCNqqq9Ccf4PPAk8Be0rs9u4GZVVRMfEX0Q2IfWRfqF2O/vyNBnEiKj9CA4VTn0pJzBM8Fvtu3HVvZ3VpauYoHyDU41pl5GSR/ILsy9nKfe/hSry1bz/R3f55d7fpm0X75DyqGFGCt6/SG6vKEhG9sA1EaeIxrKZd3ka+Lb+meCQcvWDD4nePBMsNlo5t2z382Gug24XD2SCRZiDNC7OU8e4iFatt2MpeA1skx53D73dqBvGTW9Gzxo944hy6FtyfePO+bdQYGtgJ/u+mm8eafDasIbihCV1SnEMMhIEKyq6uuqqiopft2pqqpPVdUbVFUtVlXVoqrq1Nj22n7H8Kuqeo+qqgWqqjpUVb05xT4dqqrerqpqduzX7aqqdmXiMwmRaY3dfixGAwX9BqUAdouRAqeF+i5/0vZOfycvtP4QJZLDj9b9kEXlxRxu6iEQHlhO5EkoaSy0F/LA1Q9w8/SbeeTgI5zpORPfz2Q0kOswSzm0EGNAbcfQnaEBDrQdoCl4iGDHZXR7+yo/OtzJc4JBa47Vv6mVfu842/Jq75n9HgCUrJ3SHVqIMaC2w0uhy4JjkPn+AI2+o5hcx1lV8C5sJu0hu/6QK6kxlnXgAzRIKIfud/9wmB18YvEn2N2ym21N2wAtE6yq4E8xhhEi3UbFnGAhBDR0+ynLtQ3a3KY8z059V18mOBKN8LWNX8OvdlPo+Rg51hwWlucQiqgcbXIPeL+730BWURQ+f8nnMRvM/HDnD5P2LXBapBxaiDGgtlNfI3jwTM4fDv4Bm9FBqGsFLbEeAv5QBE8wQoErOQjOtg0sZfacw5xggFJnKctKlhGw7JHu0EKMAbWdXiYP8QAN4MlTf0CN2JnjiLfp6QuC7cndob3BCJF+WVz3IJlggHfNehdF9iIefvNhQMsEQ1/lmhCZJEGwEKNEY5ePshTLI+nKc+3Ud/bNCX7y+JNsbthMYeA2yh1aY/WF5TkAvFk/cE3hVAPZIkcRH1/8cV6vfZ3N9X395AqcVimHFmIMaOnRgtrSQe4dje5GXjr9EleX3wJRW7ybfFdsjeBUmeCBjbFic4ItQ68xDnDDtBsIGBppC545675CiJFV2+EbcirF0c6jbGpYT7DjUgLBvntFvBy6XyYYGFAS7Q6EMShgNw+8f1iMFu6YdwdbG7dysO1g/B7jlQ7RYhhIECzEKNHQ5YvP/U1lUq6WCVZVFW/Iy6/3/pplxcvwd6yIrw86Jd9Bts3EgYaBQfBgHV5vn3s7FVkVfH/H9+NLJ+U7LVIOLcQY4AvpAWrqLO0/TvyDiBrhfXPeD0CrWwuC9UqPfGdyA71s28DGWN5zzASD1iALFLqVnef+IYQQI6K5xz/kw/f/efN/sJvsWDxXJlV39GWCk+cEw8AguNcfxmU1kbCiaZL3zH4PWZYsHj7wcLwsWzLBYjhIECzEKKCvAVyWojO0rjzXjj8UpcMT5NHqR2n1tXLvsntp6w1SnK29T1EUJuc54tmhRPqXSv95fRajhS8t/xInu0/yzIlnAChwWWiXIFiIUc8bW07EliLLoqoqT594mhWlK5hfPA3oW1e806M/8LImvSdVYyx3MIzFZMBsPPuQodBeSJFpLkHb3vP9KEKIYRSJqgTC0UEfoJ3pOcMLNS9w25zbyLZkJzW70wPirKRMsPZ7d4ol1hL3689lcfG+Oe/j5dMv0xupByQTLIaHBMFCjAItvX4iUTXlGsE6fZmkwy1N/P7A77m64mqmueYTjETjmWCAHLs5ZVOavnLogYPlqyquoiq/it8f+D2RaIQCp4VOb3DA3B4hxOjiC0WwmgwYU/QS2N+2nzO9Z7h5+s1YTAbyHGZa3doDsg6v9pCrfyZYK4cOxbu1gnbvOFtTrESzXZehWJo53H70Qj6SEGIY6IGmY5BpDr8/8HtMiokPzfsQ2fbkhnn6g7LkdYL1THDy+MPtP/v944NzP4jFaOG1pr8CyFrBYlhIECzEKNAQ6/o8VDl0eSxAfvTI7/GGvXxu2edojjW5Kc4+exDcvzFWIkVRuGvhXdT01PDKmVcocFlRVejySjZYiNHMF4xgH2QQ+/SJp7EarbESZSjKsiZkgrWf7YFzgk1E1eRBqCcQGXSgnMqivLWoqsIzJ54/r88ihBg+ehWJI8WD8SZPE/848Q/eOeudFDmKyLaZ6fH1ZWd7fCEcFmNSdYg+thjYUyCcsilWogJ7ATfPuJntLa+CEpS1gofJnXfeydve9rZhO19NTQ2KorBz5+iYLiNBsBCjQGN3bI3gs5RDK6ZuNrf8k3fMfAfTc6fHB7Ql2X3vy7Gb401vEp2tw+t1U65javZU/ufN/yHPoWWHpCRaiNHNF4zgSFEKHYqEeL7mea6uuBqXxQVAcZYtYU5wEEWB3H5BsN7tNXFe8PlmgidlFRPxTuPV2pfO+/MIIYZHPAhO8YDrDwf/gKqqfGTBRwBt7m/SnGB/KKkpFmj9BCDFnOBzvH+8pfItBKJ+TK7DkgkWw0KCYCFGgYbY0kdlQ2SCcx1mHMUbiKLy8UUfB6ClVxvQJpVDOwbPBA81r89oMPLRBR+luqOa5tA+AOkQLcQo5w1FsKUYxG6o30B3oJu3zeh7yl/cLxOcazcPKKPWyxsTszmeYPicmmLpsu0mwr2LqHXXcLLr5Hl9HiHE8NDLoe3m5J/tdl87Txx9grdOfyvlrnJA6wKd3BgrnNQUC/rKoQdkgv2hs2aCAZYVLyPfVoApe5/MCRbDQoJgIUaBhi4/Lqsp/iQ1lVZfK4bsbRRxGZNckwCtsyNoGR5djt1MIBzFH0p+kuo+h6exN0+/mWJHMS83/hlA1goWYpTzB1OXKj9z4hnybflcOunS+LYZxS7qu3z89KWjdHiC5DktA96nN7BJzAS7A5HzC4JtZsK98wB4rfa1c36fEGL46Jng/n1C/nzkzwQiAe5aeFd8W7a9Xzl0ikxwfImkFOXQQ41tdEaDkWunXI/JdYQuv/v8Poy4aKqq8oMf/IAZM2Zgt9tZuHAhf/rTn+Kvr1mzhi9+8YtJ7+np6cFut/PUU08BEAwG+epXv8rkyZNxOp2sWLGCF154YVg/x/mQIFiIUaCxW1sjeLAlBAD+98D/AlFMvdfGt7X2BsiymZLmBObEyhl7+mWDPYFwyqZYicxGM3fMvYNDnXswWBtlmSQhRjlvMDJg/U130M36uvW8pfItmAx9g89/W1vJrZdM5uevHOP5g03kO1IFwdr+PYmZ4ED4nNYI1uXYzajhHMrtsyQIFmKUSlUOHYlGeOrYU1xafinTc6bHt+tLp0VjzTJ7/KH41Amd3mW6t/86wefQGEv31uk3ohjCHOnZev4fSFyUb37zmzz88MM8+OCDHDp0iH//93/n4x//OM8++ywAt99+O3/+85+JRqPx9/ztb3/Dbrfz1re+FYCPfOQjrF+/nscee4w333yTD3/4w9x8883s27dvRD7T2Zz7o10hRMY0dvspG6IzdJuvjf87+n9UWNbS2OGMb2/p9SeVQkNfENztC8WXToJYNmeQpRASvWPmO3hgzwMEc7fR7r7ifD+KEGIY+UKRAYPRjfUbCUVD8YZYOqvJyA9vXcTMYhfff/4wRf3uHdA3ry+xpNEbON9yaO16Kp0reaP1Mdp8bRTaC8/5/UKIzNObTzkSxgVbG7fS7G3myyu+nLRvtt0ca5inLXfU4wszsyj5nmAwKLispqRMcCSq4glG4ssnnc2S4iWo4RyOe94A/u0CP9nIa/rudwlUHx7Wc1rnVlH69a9f0Hs9Hg8/+clPePHFF1m7di0AlZWVbN++nQcffJC3vvWtvO997+Pzn/88r732Gtdccw0Ajz76KO95z3uwWCycOHGCxx9/nJqaGqZMmQLAZz7zGV5++WUeeughfvWrX6Xng6aRBMFCjAIdniAzi1yDvv6Hg38gFA1xefFt/HZ/D95gGIfFRHNPIKkUGpKD4ETn2twm15bLDdNu4OnwizS7uy/g0wghhosvGKEkOzmYfeXMK+Tb8llctHjA/oqi8IkrZ3DJ1DwKzrkc+vwaY+llkpPMy1F5lA11G3jXrHed8/uFEJmXKhP85LEnybXmclXFVUn76j/TPf5YEOwPpVz712U1JS2R5InN7T2XOcEABsWAybeEJtMb9AR7yLZkn9+HEhfk0KFD+P1+brzxxqSKxFAoxLRp0wAoKCjghhtu4NFHH+Waa66hsbGR1157jfvuuw+A3bt3o6oq8+bNSzp2IBDg6quvHrbPcj4kCBZiFPAOscxJIBLgyWNPct3U65ifMx3YS32nj1klWbT0+rlkSl7S/noQ3L9DtCcYJj/FoDeV9855L0+ffJoj7g3AivP+PEKI4eELRZIyOYFIgI11G7mp8iaMhsFLmFdMy0+5PV4OHZv/F45Ez3lOn85mNmAxGjCFyylzlvFa7WsSBAsxynhjfUP0sUenv5NXa1/lfXPeh8XYv2u8fl8IMSnHRq9/YGMs0ILdxO7QelY46zweornCy+lmPa+deY23z3z7+X2oUeJCM7IjRS9xfvrpp+NZXJ3Z3Pew4/bbb+fuu+/mV7/6FY8//jgVFRVcfvnl8WMoisKOHTuS3gNgtw9e6TiSZE6wEKOAltlNPWB9rfY1eoI9vGvWu+JrBdd1+VBVlZaeQFLJMwyeCXafR0nj4qLFWKPl1IVfQVXV8/04Qohh4g1GsCXMCd7WuA1v2Ms1U665oOPZzUZMBiWeCW7uDRBVGXK6Rn+KopBtN9EbCLOuYh1bG7biC/su6HqEEJmhl0Pr06SePfks4WiYd85654B945lgXwhvMEIkqg5ojAVaJjhxKoUeEJ9rJhgg2zAdCwW8cuaVc/8w4qLMmzcPq9XK6dOnmTlzZtKvqVOnxvd7+9u1hxLPPPMMjz76KB/84AfjmeOlS5eiqipNTU0DjlFeXj4in+tsJAgWYoRFoyr+UBT7IPN1/37s75Q5y1hVuoryvFgQ3OGlxxcmEI4OmBOc6xiiHPoc5gSDNoidbLwav6GWg+0Hz/cjCSGGiT+U3B36lTOv4DQ7WVW26oKOpygKWba+gay+fNuk8wiCQe8mG+KqiqvwR/xsbdAa3dz1yA6e3d94QdcmhEgfvRzabjaiqipPHn+SBQULmJ03e8C++jz/Hn84vlRS/14EQNK9A/p6C5zPdAqXxYwrsogtDVvwh/3n/oHEBcvKyuJLX/oSX/rSl/j973/P8ePH2bt3L7/5zW/47W9/G9/PZrPxrne9i+985zvs3r2b22+/Pf7a7Nmz+eAHP8idd97JE088wcmTJ9m5cyc/+tGPePLJJ0fiY52VBMFCjDBfaPAF65s8TWxu2MzbZ74do8FIcZaNoiwr336mmq/+bT/AgOY2+jydgUHw+S1zMtt1JUQtPHH0ifP6PEKI4aGqKt5gON4dOhKN8Hrt61xRfsWAcsbzkWUzxzPBehBcfr5BsE1br3x5yXJcZhev171OlzfIK4db2HS89YKvTQiRHvq9w2BQONxxmGOdx1JmgaEvE9zhCcSnSqTKBGf1K4fW7yPnkwm2W4xYAgvxR/xsa9x2zu8TF+fb3/42999/Pz/60Y+YP38+1113HX/729+orKxM2u+OO+5g3759LFu2jLlz5ya99r//+7985CMf4Stf+QpVVVW87W1vY8OGDUnZ5NFE5gQLMcJSNafQ/eP4P1BRefsMrQTFaFB48pOX8uv1J3hiZx0AZTnJg1OjQcvkJAbBqqriCYZxnWWJpESlWXmE6ubz4ukX+caqb2A2nlt3RyHE8AhGokTVvjl9e1r20OHv4OqpF9eEJDGbU9epZ4JtQ71lgGy7FgSbjWYuL7+cDXUbeOfkewFo6ZH1x4UYad6ENcZfPvMyBsUwoKO8riTHSmm2jR++cIQvXj8HIPWc4H7dofWA+HzmBDutRqJd03HmOHmt9jWurLjynN8rzs8jjzwS/72iKNxzzz3cc889Q77n6quvHnSanNls5v777+f+++9P+fq0adNG1RQ7yQQLMcJ8CSVJiaJqlL8f/zurylYxOWtyfHtFvoPvvnMh67+yjp/etpjlU5MbY4E2LzgxCPYGI6gq55UJLnBaCPUsojfYy5bGLef7sYQQGdb/3vHKmVewGCysLV97UcftXw6d5zAnNd86Fzl2M72xe9Clky6lzdfG9vpDALT0ShAsxEjzJTTkfK32NZYWLyXPNnA8Adryan/6t1WAwjeeehNInQl2Wc0pG2OdTybYYTHhC8Dl5Zezvm49UVVr2vSPvfW89zcyFhHpI0GwECPMG4o1p+gXoO5q3kWdu453zkxdnlSWY+edSydjMCgDXusfBHsCqc8xlAKXhYh7Fk5TFs+fev6c3yeEGB6JUylUVeX12tdZVbYKp9k59BvPQl8CBbQg+HznA4O23rB+D1ozaQ0AO5q1ecEtvTLPT4iR5gmGcVpM1PXWcazz2IBlkfqbWezi8Y+tIs+hTbXIShHY6t2ho1Et2xdvjHU+mWCLEU8wwrqKdbT52jjQdgCAHTUdbK/piI9nhLhYEgQLMcLizSn6lUM/c/IZnGbnBXV5zXUkB8EX8kWkLadkYnH+5bxW+xqBiGRvhBhNEu8dJ7tPUueuY13Fuos+bnIm2H9hQbBdC6RVVaXUWUplTiXHe3cD0OYOEomOnpI4ISYifWnG12pfA+DqirNPo5hVksWf717NJ9fNYGrBwIdtetmzvj6wfh9xnkclicNqwhsMs7Z8LUbFyOu1rwPQ1hsEoFUqSUSaSBAsxAjTSxodCeXQwUiQl06/xDVTrsFmOr+5eJAqE6yd4/zKobWGW3OyLscdcvNG/RvnfR1CiMxJLIfWB4pXTL7ioo+b3S8TfL5NsUC7B4UiajxbvaZsDe2RalBCRKIqHZ7gRV+nEOLCeYMRnFbt3jEzdyYV2RXn9L5ZJVl89cYqjCmq0PSyZ/3Be0uvn0KXJWXF2mCcFiOhiIrdmMWykmXxIL3dowW/bW4JgkV6SBAsxAjra4zVF6BubthMb7CXG6fdeEHH7B8Eu+Pl0OfeGKvApZU85RnmkWvN5fkaKYkWYjTRA0y7xcj6uvXMzZ9LqbP0oo+bHStp7PaG6A2ELygIzost1aZnbdZMWoOqhMjK0Rr6SUm0ECPLG4xgNvvZ1bzrrKXQ50qvNnMnNNYrz3Oc1zH0sZAvGGHd5HUc7zpObW8t7e7RmwkeTc2eJpqL+buXIFiIEeaNlQ0llkP/69S/yLXmsnrS6gs6pt6ZVb85eC6gHDrPYUFRoMsT5Zop1/B67ev4wj4aunz8+vUTctMXYoTpmeAIvexr3Ze2LqpZNjOqCkdbeoHzXyMYYG5ZNgAH6nsAWJC/DFU1UFp6BpDmWEKMNF8wjNd4gIgaSVsQrM8T7kkIgivyzu/+oT+s9wTD8cqWLQ1b4hng0ZYJNpvN+Hy+kb6MCcvn82E2X9jqJRIECzHCfP2WSPKGvLxe+zrXTb0Os+HCfrBz7GaC4Sj+kNZVUZ+fcz7l0EaDQp7DQrsnwI2VN+IL+9hUv4m/7qzl+88fji+dIoQYGXoVSXX3dqJqlHWT16XluPpA9nCTHgSf/5SMqtJsLEYD++u6AGjvVYj4phC2HAGgVZZJEmJEeYIRupQ9FNmLmF84Py3HzEooh45GVeo7fUy+wEywNxhmavZUiu3FbG3cHg+sR1smuLi4mPr6erxeryQHhpGqqni9Xurr6ykuLr6gY8g6wUKMsP7rBG+o24Av7OOmypsu+Jg5di147vaFsFuMF9QYC6A4y0pDl5/lJcvJsebw6plX6Wq6FdDmClbkn9+XmxAiffyxcui97Vsoshcxt2BuWo6bFVv65HCjlsW9kHJoi8nA3LIs9sWC4NPtHiLuWbQ7XkYxuqUcWogR5gsGCIf3887pN2NQ0pMTc1m1e4fbH6alN0AwEmXyhWaCAxEURWFF2Qo2128B1gEKre7R1U8gO1uremloaCAUCp1lb5FOZrOZkpKS+P+D8yVBsBAjLHFeH2il0MX2YpYVL7vgY+batfm83b4QpTk2Grv8GA1KrOPzuasqzWLbqQ5MBhNXlF/B+rr1WJquBaCxWwaxQowkbzACSpi9bdu4qfLGtA1k9WzOkaZeLEYDhS7rBR1n0eRcntpTTySqcqbDS9gzC5WXyMqroaU3PZknIcT5U1UVv/kICv60lUJDYmOsEHWdXoDzfliuZ4L1CraVpSt59uSzGCwtRIMloy4TDFogfKGBmBg5Ug4txAjzBsMYDQoWo4GeYA+b6jdxQ+UNGA3n3sSqv8RMMMCpNg9T8h2Yjef3Iz9vUjaN3X46PEGumnIVPcEean0HAWjolnJoIUaSLxTB6DiFN+xJy9JIuuzY/eNIUy9lubbz6uyaaNHkHNyBMCdb3dS0e3AyjSxzFrask7RIObQQIyYQjmJ0HcKk2FhZtjJtx9WrzXr9YWpjQfB5Z4L1cujYqhYrSlcAYHSexGU1jbo5wWLskiBYiBHmDUZwmI0oisL62vWEoiFumHbDRR2zfxB8ss1DZeHANf3OZv6kHAAONfRw2aTLMClmjM5DADR2SSZYiJHkC4YxuQ5jMVhYVbYqbcfVM8G9gTCTcs6/FFq3uCIXgH113Zxu91JZmMUlJZcQsR6XcmghRpA7EMLkOkSlYxlW44VVeqQS7w4dCFPXoT0oP9/pFI6ExlgAk12TyTEXY3ScYE5p1qjMBIuxSYJgIUaYL7ZgPcBLp1+ixFHCwsKFF3VMPQju8gaJRlVqLjAI1ju8HmrsxmF2MM25GFNWNU6LgUbJBAsxonyhCCbXEVaUrsBuuvBgtT89CIYL6wytm1HkwmExsr+uizMdXqbkO1heupyg0kKTpzkdlyqEuAB7m9/EYO5lXu6atB7XaFBwWIy4/WHqOn0UZ1mxmc+vqi3eJDTWL0VRFMos8zE6TjKnxEmbOyANqERaSBAsxAjzBiM4LEY8IQ9v1L/BtVOvvei5fYmZ4OZeP75Q5IKC4HynhbIcG4catAY5eSzFYOlg3jQfDZIJFmJEtfgaMFjauLz88rQeN9vW15W+/AI6Q+uMBoUF5TnsPtNJfaePqQVaEAzQET0sA1khRsjGhtdRVQOL8i9sGcahZNlM8XLo8y2FhoQ5wbGGngA5hrkYTF6cWa0EwlF6E14T4kJJECzECPMGI9gtJjbWbSQYDXLd1Osu+phZNhOKAj2+EKdaPQAXFAQDzJ+UzcFYEOzrngOA6jgomWAhRlidfzdA2oNgq8mA2ajNAy6/gEFsoiUVuRyo7yEcVZma76QqrwqL4kC1nqDHJwNZIUbCtuaNRLzTKHLkp/3YLqtJK4e+gOWRYGAmGMAcnAVAl1oNQJuURIs0kCBYiBHmC4VxWIy8dPolCmwFLClactHHNBgUsm1mun0hTrVfXBA8ryybE61u/KEIJ5uMZCvT6VT30OkNxdc4FkIMv8bQXgyRAqZmT03rcRVFiS+TdDHl0KA1x9JNLXBgNBipzFqAyXFS5gULMQJqe2qp95wi3DsvPhUrnVyxsYe2jOL53z/MRgMWkyEpE+z1ZmOKFtHgPwCMvrWCxdgkQbAQI8wbjGCzhNlYv5FrplxzUV2hE+XYY0Fwqweb2UBp9oWVNc6blE1UhW2nOmjuCTAvZw0twWMoxl7JBgsxQgKRAJ3Rauyh+SjKhXVvHoo+L/hig+DFk3Pjv59aoD2IW1iwDIO1jWPtDRd1bCHE+Xu19lUAwu558axrOmVZTRxvcROOqheUCQYozbZR39U3vmhzB8hV5nK8dz8QpW2UrRUsxiYJgoUYYb5gBL+pGl/Yx3XTLr4UWhcPgts8TCtwXvAyJ3qH6Kd21wFwRYVWeml0Hpe1goUYIbuadhElSDYX10RvMPq84IvpDg3a8ih5DjNWk4HiLK0L7erYkiw7m3dc3EUKIc7bK2deodRWiRrKj8+/TSeX1URTjzY2uJA5wQAzipwcb3HH/9zuDjLJNg9v2I3B2kSrVJGINJAgWIgR5g1G6DbsIteay/KS5Wk7bo7dTFcsCJ5edGGl0KB9iWVZTbxwUOvmevX0pWRbcjE5j9LQJZlgIUbCxvqNKKqJAuPcjBw/y2Yi32m56HJJRVG4ZGo+s0pc8QdxqyYvRI1YOdSxNw1XKoQ4V43uRva07KEqay1ARjLBroTu8hUXmAmeWeziVJuHSFRFVVXaPQFmZC0CwOyskUywSAsJgoUYYZ5gkPboPtZVrMNkSN9T2Ry7mQ5PkDMd3gueDwzaIHbupGx8oQjZNhOTchysLluN0XlcgmAhRsim+k1Yw7Nwmi9skHk2s0uyWBJb5/diff/dC/ntHX0P+HLtNvBXcsb3ZlqOL4Q4N8/XPA/ANPtlADgzlAkGUBQou8Du8jOLXQTCUeo7ffT4w4QiKlOyy5nknIQt67TMCRZpIUGwECPMbzhBGC9XTr4yrcfNcZg53e4lHFWZVnDhQTBoHaIBqkqzURSFy8svxWDu5WjnsXRcqhDiPNS766npqcEYmIs9A4NYgPtvmc/DH05PZUqByzpgbrFTnU1vpIE2X1taziGEOLvnTj3HgoIFWNUigIw0xtL7CZRk2bCaLuz4M4pcABxv7aXNrQW8hS4ry0qWge0krW4phxYXT4JgIUaQqqqEbYcwYGJ1WXrX69PXCgYuqhwatA7RALNLtS+mNZPWAHDCvfuijiuEOH+bGzYDEPXMxm7O3Nd4Jhpu6YpN8wDY3Sz3ECGGQ013DdUd1dxUeRPeYASzUcFiSv/9Qw+CL6QztE4Pgk+0eGiPlT4XuCxcUnIJUUMvDZ4zF3+hYsKTIFiIEeQPRTE6D1Nmm4vL4krrsROD4MrCizv2gnKtOdbcWDBc6izFRhlt4QMXdVwhxPnb0rCFYnsxfl8hdnP6MznDYbJrFqgm9rfuH+lLEWJCeK7mORQUbph2A95gJGP3DpdVG3tcaGdogDynhQKnheMtbtoTMsGXlFwCQFv48MVfqJjwJAgWYgSd6qrDaGtmpjN9DbF0ehCcYzeT5zCfZe+hzS3L5qE7LuHdyybHt5VbFhMwHSMQkbk5QgyXSDTCtsZtrJ60Gn8wmrFy6EwrzXaiBsrZ3yZBsBCZpqoqz516jktKLqHEWYI3GM5IZ2joa4x1oZ2hdTOKXRxvddPm6csET8uehk3JwWs4hqqqF32tYmKTIFiIEbShbiMA83LTWwoNfUFwZaEzLWWNN8wvxZbw5Lgq9xIwhNhct/Oijy2EODfVHdX0BHtYVbqaYCQ6ZjPBxVk2Qp4KDrUfIhQJjfTlCDGuHe08yqnuU9xUeRMAnmAEhzUz946sWGOsC+0MrZtZ7OJ4i5u2WBOsfIcFRVGY7JiPYjtJjy980dcqJjYJgoUYQVubNhEN5jPZNTXtx86NBcHTL6Iz9FCWFS9HVY28enpTRo4vhBhoS8MWABYXrgAys8TJcCjOshLxTSEQCXCk88hIX44Q49qrZ15FQeHaqdcC4AtGMnbvqMi3Y1BgXqyh5oWaUeSi2xfiaHMveQ4zJqMWsszJWYTB0sWh1tPpuFwxgWUkCFYU5QpFUf6pKEq9oiiqoih39ntdURTlfkVRGhRF8SmK8rqiKPP77WNVFOUBRVHaFEXxxI43ud8+eYqi/FFRlO7Yrz8qipKbic8kRLoFIgHebN9J2D0HpzX9ZUnZsSB4WoaC4MqCfCLeKexq2ZaR4wshBtrSuIU5eXOwG3MBsI3RILgoy0rEpz3829e6b4SvRojxbWP9RhYWLSTflg+Q0XLomcVZ7PnW9fFeIhd+HK2XyfZTHRS6rPHtS4u0ecHbGqQKTVycTGWCXcAB4HNAqoVEvwJ8EbgHWAG0AC8pipKVsM/PgHcD7wfWAtnAM4qiJH7jPwYsA24Cboz9/o/p/CBCZMrOpp0EowHC7qqMfBlV5DkozrKyqjI/7ccGKMuxEfHOoM5zgp5gT0bOIYTo4w152dOyhzWT1uALRgBwjNFy6CybCTWcQ46lUIJgITKow9/BgbYDXF5+eXybN4OZYEhuzHmh9CC43ROkwGWJb19cWoUasbG/XTrLi4uTkSBYVdV/qar6dVVVnwCiia8p2uTEe4Hvqar6N1VVDwAfBrKAD8T2yQHuAr6squpLqqruBu4AFgHXxvaZixb43q2q6mZVVbcAHwfepijKnEx8LiHSaUPdBswGKxHv9Ix8GeU4zGz/xrWsml6Q9mMDlGTbiHinoxJlT/OejJxDCNFnV/MuwtEwa8rW4AtpQXAm1vkcDnr1yxTHXOkQLUQGvVH/BioqV5RfEd+W6SA4HcqybfGeBwUJmeCSLAcR31RO9hwcqUsT48RIzAmuBEqBF/UNqqr6gA3ApbFNlwDmfvvUAtUJ+6wB3MDmhGO/AXgS9hFiVFJVlddqX2Omaymo5lH/ZZSK2WigwDQTA2Z2NO0Y6csRYtzb0rgFi8HCspJleINjOwjW73kl1jnUu+tp87WN8BUJMT5tqt9Evi2fuQVz49u8gcyVQ6eLwaAwo1ibzlXo7MsE59jNqP6ptIfOSBWauCgjEQSXxv7b3G97c8JrpUAE6P+t2H+fVjWhR3rs9y0J+8QpinK3oig7FUXZ2draenGfQIiLdLTzKI2eRmY4VwFjdyA7KScbe3Q6O5olCBYi07Y2bmVpyVJsJht+PQgeo+XQ+gC80DQTQLLBQqTJgfpujre4AW1JtTca3uDy8ssxKH1Dfm9o9GeCAWYWaSXRiZlgg0EhC+2+8WbrmyNyXWJ8GMnu0P0X+FJSbOuv/z6p9k95HFVVf6uq6nJVVZcXFRWd14UKkW6v1b6GgsJk6zKAUf9EdjCFLiuGwAwOdxyWJ7JCZFC7r51jncdYXaYtp6ZngsfCQDYV/bpdyjRMBpPMCxYiTb76t/18+tHdqKrKm21v0h3oZm352qR9tHLo0T/umBELghMbYwEUmmeCqrC3de8IXJUYL0YiCG6K/bd/traYvuxwE2AECs+yT7GSsABq7PdFDMwyCzGqvFb7GouKFqGo2hICY3Ug67IaUX0ziKoyL1iITNKrLVaWrgTomxM8RjPBVpMBo0EhGDZSlVeVMhPc2hsgodhLCHEOurwhjjT3sre2i031mzAoBtZMWhN/PRyJEgxHx8S4Q2+OldgYCyDL4sKmTmZvy94RuCoxXoxEEHwKLYC9Tt+gKIoNrQO0Pr93FxDqt89kYG7CPlvQulD3/WRrv3eSPE9YiFGlydPEofZDrKtYhy8YQVG0AeFY5LSaCLgnYzFYZF6wEBm0o3EHTrOTeQXzAOLdocfqVApFUXBYjHiDERYXL+Zg+0Ei0Uj89U5PkDX//Qo/eenoCF6lEGOPOxAG4C87atlYv5HFRYvJsfYtV+QNjZ0qkktnFvKuZeWsnJa8yoXdYsQSruTNtjeT7htCnI9MrRPsUhRliaIoS2LnmBL785TYvN2fAV9TFOVdiqIsAB5Ba3L1GICqqt3Aw8APFUW5VlGUpWhLH+0HXo7tUw08DzykKMpqRVHWAA8Bz6iqeiQTn0uIdNhQtwGAqyuu1kqSzEYSChrGFJfVhCegsKhokcwLFiKDtjdtZ3nJckwGrYRxrGeCAZwWE95AhPkF8/GFfZzqPhV/raU3QDiq8svXjrP9VMcIXqUQY4eqqrgDYRQF/vnmUQ61H0paGgnAG9CD4NFfDp1jN/OT9y4hz5mcCXZYjCiBaXhCHo53HR+hqxNjXabST8uBPbFfduA/Yr//z9jrPwB+AjwI7ATKgOtVVe1NOMbngSeBv6B1fXYDN6uqmvjI54PAPrQu0i/Efn9HZj6SEOnxau2rTMmaQmVOJd5gBPsY+CIajNNqIhCOcknxcpkXLESGNHmaqOmpiZdCQ+Kc4LF7/3BYjXiCYebma11rD3Ucir/W7QsBYDYY+Pxf9sb/LIQYnD8UJRJVuXZuCUGzFhyuKluVtI83qGWKx0ImeDB2i5GIbyqA9BMQFyxT6wS/rqqqkuLXnbHXVVVV71dVtUxVVZuqqlfG1gtOPIZfVdV7VFUtUFXVoarqzbFlkhL36VBV9XZVVbNjv25XVbUrE59JiHTwhDxsb9zOuop1KIqCLxge019E+rXPz1825LzgQDjCU3vqONwkQbIQ50ufarCyrC8I1jPBY3UqBcQywcEIlTmV2E12DrX3BcE9saD3m2+bS1OPn//39wODHUYIEdMb0H5urphVSEFBLYpqjU+h0I31pnqgXbvfn0u+LV+CYHHBxu63pxBj0NaGrYSiIdZVrAPGxoL1Q3FZtSxUZdZczAYzO5t3Jr0eikT58/YzXP2j9Xz+L/v4qczvE+K8bWvcRo41h9l5s+PbfMEwdrMRg2FsTqUAbSDrCYQxGozMyZuTHAT79cF8EZ+4cjr/3NdAfZdvpC5ViDHBEyt1zrKZseecJuSZwomW5J+bcVFFYjHhC0ZYUrREmmOJCyZBsBDDaHPDZhwmB0uKlwBaNmesNrYBrRwaIBQ2Mr9g/oAvo//ZeIqvPfkmhVlWZhQ5aer2j8BVCjF2qarK9qbtrCxdmbTO51i/dwDxxlgA8wrmcbjjcLzJjZ4JzrabuXSGtlDE6XbPyFyoEGOE26+VOmP00B48TcRbydYT7Un76OXQY/n+YTcb8YeiLC5azJneM7T72s/+JiH6kSBYiGG0pXELK0pXYDaYgfGTCXYHwiwtXsrB9oMEIoH468db3JRm2/j7py5l2ZQ8mnsCgx1KCJFCnbuORk9j0nxg0O4dY7kpFoDDasITG5DPK5iHL+zjdM9pAHpig/ksm4mKPAcAdR2SCRZiKHo5dINfq6qIeKfT1W8+vf7gyWkdu/cPfdw0J28hIPOCxYWRIFiIYVLXW0dtb23Sen3aQHYslyRpX0SegLbMSSgaorq9Ov56ty9ErsOMoiiUZNtodQeIRGXdTyHO1fbG7UDyfGAA/zjIBDstxninWn3e4sH2g4CWCXZYjJiNBspybRgUqO30jti1CjEW6JngGvebWI1W7NFpA5rKxcuhx8HYY6prNkbFmDSVQohzJUGwEMNkS+MWgKQgeKw3xtLLoT3BMEuKlgCwp6WvOVaPP0SOXct6l+TYiERV2t2SDRZiKD3+EN9+5hBt7gDbmrZRaC+kMrsyaR/fGK8iAW1en16aWZlTic1oiw9mE+8dZqOBshw7tR0SBAsxFL2y4kj3Xm19YLt9QBDs07tDj+FMsL6qRjRipjKnksMdh0f4isRYNHYfAwkxxmxp2EKJoyRpMDteyqE9gTAF9lKmZE1Jmhfc4wsxJV8rZSzJsgLQ1OOnONs27NcqxFixs6aDhzed4khzD3Wu7awqWzVgLXFvMIJtjJdDO63anGBVVTEZTMzJ72uO1eMLk20zx/etyLdzRoJgIYbk9ofB4ONUzzFurPwkDXYz3d7kINgzTrpDA3hDYebkz2Fn086zvEOIgSQTLMQwiEQjbGvcxppJa5IGs77g2C5pdCYEwQBLipewt3UvqqqVPHf7QmTHsjmlOVrgK82xhBianrnZfLqadn/7gHU+QSuHHsuDWNAyweGoSjASBfqaY0XVaOze0fecfkq+g9pOmRMsxFB6A2GMjhpUVJaXLifXbh60HNpmGrv3D33c5A1GqMqrotnbTKe/c4SvSow1EgQLMQyqO6rpCfawpqyvFFpVVbxjfCCrN9bQnywvLV5Kh7+D2l5tSe9uX19JY2ks+9vcK+XQQgylK5a5mT2tCQB7eM6AfcZDYyynPpBNmBfsDXup6amhxx9KzgTnOWjtDeCPrY8shBjI7Q9jdp7CbDCzsHAhOamC4IA2DWtML68Wu/f5ghGqCqoApCRanDcJgoUYBlsatPnAiRmdYCRKJKqO6bX67GYjBiUhE5wwLzgUieINRuJBcIHLitGg0CyZYCGGpA9aZ05pwhDJ5wfPtg7YZ1wskZTQUwBgbv5cAA61H9KCYHtiOXSsQ7Q0xxJiUO6AFgQvLFyIzWQj12Ee2B16jD98h741jvVMMMCRjiPx17eebOfbzxzi/9tSw4ajrfLwTKQ0dkffQowhmxs2U5VfRYG9IL7NF8uejuVsjqIoOC0m3LEgeHrudLIsWext3ctlpTcCxINgo0GhyGWlqUeCYCGG0uUNkWU1sKd1JzOzlrPrqIdQJIrZmLBO8LjIBPcNZAFm5M7AarRqQbBvCdm2viFKRb4dgNoOHzOLs4b/YoUYA7r8vWCpZ0XpWwDimWBVVeNTsbSmemN7+N9XDh0m11ZCqbOU6o6+lSn+Z+MpXq5ujv/5o5dV8q2b5w37dYrRTTLBQmSYN+Rlb+vepK7QkLBMwRh/Iuu0muKZYINiYHHRYva27KUn9vQ5JyGbU5JtpVmCYCGG1OML4cpupSfYw8zsJUBfibTONy6yOfoSa9r9w2QwMSdvDtXt1fT2zwTH1gqWZZKEGFyj/xAoUVaUrgAg224mGI7iD0Xj+/T6Q/GmlmOVfu/QkwlVeVVJmeBuX5BVlfls//o1XD6zkJeqm+K9SoTQSRAsRIbtbN5JOBpOmg8MxJcGGfsljcb4nGDQ5gUf7zpOQ08H0D8ItkkQLMRZdPlCmJwnAViYfwkAnd5g/HVVVbVy6DGeCXYkNLfRzS2Yy6H2aqJqNOneUZRlxWoyyDJJYkJ68WATdzy8jWt/sp7F//Eif91Rm3K/tkg1impicdFiAHId2s9Q4rzgVneQApcl8xedQf3vHVUFVZzqOYUvrDXP6/KGyHNYKM62ceOCUmo7fJxo9YzY9YrRSYJgITJsS8MWrEYry0qWJW3vywSP7SeyroRMMBD/8n2z7QBAUofX0hwbzT3SGEuIoXR5g0SsR5mWPY3KvEkAdHj6guBAOIqq9q2VOVb17y4PML9gPt6wB8XSntQYS1EUKvIdskySmJB+s/4EB+q7mVnkIhSJsvtM6k7IPRzGyXRsJq0Rpf4gKTEIbncHKHJZM3/RGaQnD3yhvkxwVI1yvPM4oH1e/QHAVVXFALx+pGUErlSMZhIEC5EhD752nK88sY8tjVtYVrwMqzH5S2fclENbkoPgqnytScXxbq00qX8muNsXkiYVQgyhy+fHazjGqrJV5Dm0jE1XQibYG+8nMLa/wh39BrKgdYgGMNrqkx6gAVTk2antkGWSxMQSikQ52NDDu5ZN5jd3XEJFniOpMkTnDroJGs6Qb5wb36Z//+r3D1VVaXMHxnwm2GI0YDQo8Yq6OflaB/3qjmpUVaXLFyInFgSX59qZU5LFq4clCBbJxvY3qBCj2KuHW/i/vYc40XViwHxgSGiMNdaDYKsJd6BvEJtjzaHcVc4Z9zGApHl9JdmyVrAQZ9MVOUkEPytLV5Ln1H5+Ojx9mRz9oZNjjM/r68sE990/pudOx6SYtSA4IRMMWodomRMsJpqjzb0EwlEWTc4BtBLnTk9owH67W3aDolJmmR/flmvXgl09E+wNRvCHohSM8Uywoig4zMb4A8FyVzlZ5iyOdBzBH4oSDEfjnx1gXVURO2o66PUP/HsTE5cEwUJkSIcniNGpBYILC1YMeF2/eTvHfEmjMf40VleVX0Wj7wQwsDEWIPOChRiEqqp4jVoVxYrSFfFMcGLmp82tTSkoHOPZHEdCh1ed2WBmkmMGBlt90gM00Jpj9frDdHtlICsmjv113QAsnpwLQL7TkjITvLNpJ6pqZLJjYCZYD4Lb3dr7Csd4EAxaAkFPJiiKwpz8ORzuPEyXT/uMiWOPq+cUE4qovHG8bUSuVYxOEgQLkSFt7gAlxWdQwy7+vjU64HV94Dfmy6H7zQkGLQjuDjdis4Swmvo+X6meCZYgWIiUvMEIiu0EBeZp5NnysJmNOCzGpDnBbeNkIKv3Q0jMBAMUW2dgtNXjsibfG+PLJEk2WEwg++u6ybaZmFqgdUjPdaQOgrc1bSfinUKu3RHf1j8Ibo09QBvr5dCgjZ0Sm+pV5VdxrPMYHR5tfKHPCQZYNjWPLJuJ1w4PXHNdTFwSBAuRAcFwlF5/iJDlCFMci3l0ey17a7uS9tHnwY31cmiXtW+dYN3c/LmAiis7eQ5OSY4WBLdIcywhUmp1ezA6apiRtTi+La/foLe1V/v5Kcoa20Gw0aBgMxsGVJLkGitRjAF6I01J2yfryyRJcywxgeyv62LR5Nz4Or95DjOd3lDSkj+9wV4Od1QT8U5PWv4oy2ZCURIzwbEqEufYvneA1hiwfxDsC/s42nEKgNyETLDZaOCK2UW8dqRFlkoScRIEC5EBnd4gBmsTvmgXH15yPSaDwnMHGpP2GU+NsfyhKOFIX7Zbb45lcSQPYrOsJuxmo2SChRjEzsa9KIYw83L7usnnOc10egaWQxeMg4Gsw2LC0y8IdjIVgDPuo0nbpxTIWsFiYvGHIhxp6o3PBwatHDoSVenx9/3c7GnZQ1SNDgiCDQaFbJu5LwiO3UcKs8ZHJtgXGtiU83DHYYB4YyzdVXOKaekNcKixZ/guUoxqEgQLkQHt7r75wOumXEahy0pbb3L5kh4E20xjPAiOlSx6Ezq8FjuKMapZGKwNSfsqikJpjk2CYCEGsatlB6qqsKQ4IQh2WOhImAfb2hsg12HGYhr7X+EOixFvv3JoU3gSqEaOdB5O2p5tM5NjN8sySWLCONTYQziqsig2Hxi0cmhI7hi/o2kHJsVMxDcFly25z0iuw0xX7P7RFqsiyXeOjyA4MRM8PWc6ZoOZUz3awzP970m3sFx7kHBS1gsWMWP/G1SIUajDE8TkPEaZfSolzhItCHYnlwD7gmHsZiMGgzJCV5keqdb6VBQFU7ickLF2wP7FWVZaJAgWIqWDnbuI+sspzcqLb8t3WpIGvG3uwJifD6xzpsgEuwMqhtAkDrUfGrB/Rb4skyQmjjdjTbGSM8F6x/jkIHhG9jxQzUmZYNDmBSdmgrNtpqReHWOV3dzXGAvAbDQzM3cmdR5treCcfo319J4k0phT6CQIFiIDGnu7MTpOsbxkNaB1ce0fBHd5QwNu0mNRqiAYQA2U41PqCUWSO7lKJliI1LwhL6fdhwl7ZiRlMfIclqQBb2tvgKJxEgQ7rMnZHIAeXwibOpVDHYcGzN+bnOugTsqhxQSxr66LQpeVslg/DUjMBGvfrb3BXqo7qpke6yMwVBDcOo4eoDksxgEP0Kryq2gJnMJkAGe/qWbZdhM2s0GWaBRxEgQLkQH7WnehGMJcVXElQMpMcHNvgOLssf9lpHdwdfcraQx6SlGJcKL7RNL20mwbzT0BaU4hJqzNJ9r4n40nB/wM7G3ZS5QwEe+MpAdkeQ4Lvf4wodi8+zZ3gMIx3hRL5+zX3Aagxx8i21BJb7CXut66pNfKcrX7hxATwf66bhZPzok3xQLI77dsmj4fuMK+EGBAOXRSJtgdGBedoUFrjOXrd++Ykz+HgNpDjsuX9HcGselY2fIQXvSRIFiIDDjcsx01amFtxUoACrOstLuDRKN9g96WHj/F42Agqy9z4k3IBEeiKm53KQDV7dVJ+xdn2wiGo/Gn2EJMFDtrOnjfb7fwgd9t4zvPVlPTnpzR3Na0DQNGFH9lUhZDL3/UB73jKhNsMQ6oIunxhSk0TwfgYMfBpNfKcmy4A2F6/XL/EOObOxDmRKs7aT4wEF87XK8O2d64HYvBQoFxFjB0JrjdHRxXmeD+D9D05lh2V1Oqt1CSbZNyaBEnQbAQaaaqKrW+3RgDs7CZtS+bQpeVcFSNfxGBNpAtzrYNdpgxQ//CTVwmqdcfQg0WYFZs8U6NOlkrWExE1Y09vPehLZxo9XDb8goAGrqS57Zub9xOrnEWOTZnUhYjsfzRGwzjCUbGRXdX0KZT9B/IdvtClNimYlJMHOk4kvRaiX7/kJJGMc4dqO9GVWFRRU7S9iybCaNBiT9I3tG8g0VFi/CFtCF9ljV5mpUeBKuqSts4ygRr3aEjSRU1c/LmAGCypw6CZTqWSCRBsBDnSFVV/rmvgd9tGFjGmKimpwav2ooruiC+rTD2pdPu0cr4QpEo7Z7guMgEx+cEJ8zN0YJ9A6X26QOC4JJYCbg8jRUTyUPrT2AzG3nx3iv41FUzAKhPCIJ7g70c6jiEKzpnwNIeeifXDk8w3mV+PGWC+68T3OMPkWt3MD134P2jLMcOyEM0Mf4daeoFYH5ZdtJ2g0Eh126mwxukJ9jD4Y7DrChdgTu2ZJK+YoMu12EmEnsI3+kNjYul1QDsFiOqCv5Q3/KMLosLU6SIqLku5XtkOpZIZDr7LkKIo829fOsfB9h6sgPQnqy+d0VFyn031m0EoMS0JL5NLz9q7Q0ys7hvnc/irLGfCda/cD0Jc4L1jPcU1yz2dLxEVI1iULRnbpLJERNNXaeXp/c3cuel08hzWnDEfmYSM8H6vD5zeBaWfg3z9PLHTk8Qs1H7ORo3c4KtpqR7RzSq4g6EybabqbJXsbVha9L+eoOgRrl/iHGutsOLzWygKMXPel6sY/yeZu2+saJ0BS81hLGZDZiMyfktvb/AqTZtaaDxcu9wmGPLMwbD2BObYAXL8TsGrkwB2vgjGI7S6Q2Ni2WixMWRTLAQZ3G8pZe3/mIj1Y29fOcdC1gzvYD7/nmQE63ulPtvqt+EMVxKmWtSfJseBOvBr97YZVxkgi0Du0PrQfDs3Ll4w15qemrir5Vk21AUyeSIiePhTadQgLsurwTAajJSlGVNCoL1eX0hbwW5/YNgfUkUb5DW2Dqf4yUTbDdrJY2RWL+E3kAYVdUG7rPzZtPia6Hd1x7fX28mKA/RxHhX2+llcp5jQIMngDyHmQ5PkB1NO7AYLCwqWkSvP4zLOnDFiRy7FuydiK2PWzhOgr94P5J+0ylCvlJ8agvu4MAxWmmOPIQXfSQIFuIs9pzpIhRR+evH13D76qn85LbFWM0GPvfnPQTD0aR9vSEvO5t3EvHMoSDhi0Yvh9aDYH2d3PHQHdphMaIoqYPgBYXzATjY1tfcxmIyUOiy0tglX0Ji/Ov0BPnz9lpuWTKJSbn2+PZJuXYaEn4G9Hl9PT6SlkeCvkxwlzeUUEUy9u8d0FdJ4gtpA9me2L0j22aKN7k50tk3L9hqMlLgtEgmWIx7tR0+KvLsKV/Lc1jo8obi9w2r0Yo7ECbLNrDAU88E6w/ux0smWM/+6vcO0Kaa+WJNORPvG7r4dKxeuX8ICYKFOCt9sDWt0AFoc9K+965FHKjv4Tfrk5f/2d60nVA0hLdrVlKpTZ7DgtGg9AXBsWxOyThojKUoCk6LKWmJpB6fFhDPL5yJzWjjUPuhpPeU5dholEywmAD+uPU0vlCEj18xI2l7ea4tnglOnNeXav1wm9mIw2Kkw6NlghWFcVPK15fN0e4ZPbGuz9l2c7zJzdGOo0nvKc2RDq9i/Kvt9FKR70j5Wp7DQru3O37fAHD7QwPmA0NfEHwyFgQXjJt7h14OnTj2CBENaFV4/fsJQN+Yq1keogkkCBbirBq7fRS6LFhNfV8uNy4oZfHkHLaebE/ad3PDZqxGKxHftKQvGoNBId9piTe1aYkNZMfLl5HTmtzcRs8E5zltVOVXDQiCS7NtNHUnd8YVYjz6+956Lp9ZyJzSrKTtk3Ls1Hf5UFWV3c27iapRLilZQa8/PCAIBm3Q2+kJ0uYOkO+wDJj3N1bpg3ZvQM8Ea/eRbJuZXFsuJY4SDnf2b45lk0ywGNe6vSF6/WEq8gYJgp0WejkSnw8MWl+O/ssjgdYYC/rKoQvGyVSK/g/QALp8IdRwFk5TTsogWO/DItOxBEgQLMRZNXT54x1JE1UWOjndf53Pxm1U5S4B1UR+vw6MhS5rPBPc2uunwGkdPwNZiylpiaRuXwizUcFuNjKvYB7VHdVEon1Payfl2mUQK8a9aFSlrsPH/PLsAa+V59kJhKNJ8/qmOrXy35RBsNNMZ2xO8HhZ5xP6BrKeAZlgbXtVflXKZZLkIZoYz2o7tbHF5EHLoc2o9mPYjDYWFy0GtPn0qecEa9tOt3uwGA1kpyiZHov0TLAvIROsLRulUOGcNeC+Afp0LItUkghAgmAhzqqhyxfvSJpoaoGThm4fgbB2A27xtnCy+yQzXEsABqzFV+iy0BZb3L6lJzBu5vSB3uE1OQjOsZtRFIX5hfPxhX1JzbFKc2z0+sNJgbMQ401Lb4BgJJoym6PPD27o8rOjaQeLixfjD2pfybmO1Jngjtic4FTdYscqZ7/mNt3xOcHa38HsvNmc6j5FIBKIv6csx0anN4Q/FEGI8aguFgQPWg7ttGB0Hmd+/lIsRm2s4Q6EUs4JdliMmAwKoYhKgcuSstHWWJSqHLrbp42xZuTM4ljXMUKR0ID3aQ/RJAgWEgQLcVaN3f6khja6qQUOVFVrXgFaFhig1LoQGFjqXOiy0habC9zc6x8XTbF0TqsxaZmTHl+I7NjT53n58wA42N7XHKss3qFRsjli/Boqm1Meu6ccb2vV5vWVrKArFgCmygTnO7Vy6FZ3IN5obzxwxJdYi2WCfX1zgkHLBEfUCMe7jsffUxqrzJFsjhiv9HHFYOXQiqkHo7WFqpxl8W1ufzhlObSiKPEHa/0fzo9l9hSZYP0h2tyCeYSjYU52nxzwvtJsG009gQHbxcQjQbAQQ+jxh3AHwoNmggHOdGjzbLY1biPHmoMtMhkY2Lim0GWhza0t0t7SE6BkHKwRrHNaTPFyRujLBANU5lRiN9mT5gXr5eVSEi3Gs9qOwbM5+oO1nc07UVFZUboiPoAbLBPc6QnS1hsc15ngHn8YRYEsa185NJBU2ihrBYvxrrbTS5bNRE6KewFAvX8fABWOJfFt7kAYZ4ogGPoeKo3HqRRJc4K92j10cdFcYJDmWNJYT8RIECzEEPRlfMoGyQQD1LR5UVWVbU3bWFm6kk6vNojrv8xJoctKIBylxx+mzR0YZ5ng5HLoHn9fEGw0GJmbPzdpmSQZxIqJoK5Ty+aUp7h/5DnM2MwGDnftxWq0srBoIV1erZRvsMZYvYEwvlBknA1kB2aCs6wmDAatZHNy1mQcJkdSEKx3eJWSRjFe1XZ4B80CAxzv3UM07MRBOQCBcIRQRE1ZDg1995QC5/i7d3hD/ecEw7yiGdhN9pRBcGm2jQ5PMD6VTUxcEgQLMYSGWLnupBSZ4AKnBZfVxJkOL6d7TtPkaWJ12WraPcH4kkiJ9IHr0eZeour4WecTtCA4cYmkbl8oPqcPYF7BPA53HCYc1Qa6+gMAWStYjGe1HV6Ks6zYzAOXLVEUhUm5dur9B1hctBir0RovBc6xDyxZzHf2/TyNp0xw/3l9Pf6+qRQABsXA7LzZSYPZUnmIJsa52k4fFfmpm2KpqsqbHTuIeGbS5dW+U91+7b+pyqEBcvVMcNb4KYe2mgwoysBy6CybCYvJxKy8WYMGwaD1ZhETmwTBQgxhqEywoihMyXdQ0+6JzwdeVbaKdncw5dJH+gL1B+u7ASgaR+XQLqsxZWMs3byCefgjfk51nwLAajJS6LLS1CNzgsX4NdQ6nwAluVE86hmWly4H+rIYqbtD991TxlMmWC/fjAfBvnDSAzSAOflzONp5FFVVAW2gn2UzSUmjGJdUVaWu08vkQTLBJ7pO0OFvJ+KdSWfsnqE3mRwsCNbvKYXjKBOsKAoOszGpMVaXNxifTlKVp3WW1+8buhK9J4ncPyY8CYKFGEJjtw+DAiWDZF6mFTo40+5lW9M2Sp2lTMmaQocnOGA+MBBvZnOosQdgXJVDOywmfKEIkahKNKrS0y8Inl8wHxjYHEsyOWI8q+v0UTHIEicAVmcNKCorS1cC2sMjh8WIxTTwqzkvYXrFeMoEW00GDErfvD4tE5w8kJ+TPwd3yE29uz6+Tbt/yEM0Mf60uYP4Q9FB7x1bG7cC4IjMpTO24kRvLBM82JxgfXrWeGqMBWC3mJKDYF+I3FglTVVBFb2h3qT7BvRlgmU6hZAgWIghNHT5Kc6yDbqe75R8J7WdbrY3bmdV6SoURaHdE0j5RaNnb/QgWJ/XNh64rH0NKtzBMFE1OZs1NXsqDpMjaV5waY5NyqHFuBWORGns9g+azQEImI6hRk3MztU6qGsDuNSNcBKD4PGUCVYURWusF5tO0dYbGJAJn5U7C4Bjncfi22SZEzFe1Z5leaQtjVuYmj2VAmsJnbE+Anol1mBzgsdjYyzQplP4+jXlTMwEAwPWC9aDYKkkERIECzGExm4fZbmDB6vTChxEzLV0B7tZPWk1wKCZYH3b0WY3AEXj6MtIf/rsCUToTlHSaTQYqcqvorqjOr5NMjliPGvs9hOJqoPO6wNoixwi4ptKhzsKaOXQ2YMEwfr9w6AM7Dw/1jmsRrzBMDVtHk62eVgxLT/p9Vl5sSC4qy8IlkoSMV4N1VU+FA2xo2kHq8tWk+swx4Pgcy2HHm+ZYIcluRy629tXhTYrbxYGxZA07gDItpuwmgwSBAsJgoUYSkOXL+UawbopBQ5MWQcxKEbWlq8lHInS5QuRn2LejdloIM9hJhiOkucwpyx5HKuc+lqfwXB8mZf+g/m5BXM52nmUSFT7wirLsdPjDyfNJRZivIhncwbJBHcHumn2nyLinU59l/YwqCchi9Gfvj3faR3QdG+s05ZYi/D8wSYAblxQmvy62Um5qzwpE1yaY6fVHSAUiQ7rtQqRaXpX+VTri7/Z+ia+sI/VZatja4f3mxM8SCZ48eQcphU4mDJEj4KxyG4x4gsll0PrQbDNZKMyu3JAJlhRFEpzZK1gMUJBsKIo9yuKovb71ZTwuhLbp0FRFJ+iKK8rijK/3zGsiqI8oChKm6IoHkVR/qkoyuTh/zRivFJVlcZuf8rO0Lqp+Q7MWQeZYl9IjjWHTm8IVe2b/9ufXopUPI6aYkHfWp+eQJiO2Byl/vP6qvKr8IV9nO49DfQtkyTNKcR4VNehD2RTDzr19YEjnhk0xKYFdPmCKZtiAdjMRhwW47iaD6xzWI14A2GeP9DEwvKclH9ns3JnJQXBZTk2VBVae2UgK8aXuk4vBU5LfB3cRFsbt6KgsKJ0BbkOSzwT3HuW7tDLp+Xz+pevIsuW+v4yViVmgqNRNakxFmj9BPpngkGbTtEslSQT3kimoo4AZQm/Fia89hXgi8A9wAqgBXhJUZSshH1+BrwbeD+wFsgGnlEUZeBaFEJcAG0duShlOYNngj1qPQZrG4WG5fH3wODlivEgeBw1xYK+cmh3IMzfdtfhsBiZX5aTtM/c/Nji9e3akgXxZU5kXrAYh2o7vRgUBp1OsbNpJ1ajjYh/Mg2xTHB3QlOXVPIclkEfsI1lDouJE61u9tZ2DcgC62blzaKmp4ZgRLvH6vP6pCRajDe1HT4mD5Kx3dq4lfkF88mx5miZ4H5zggcLgscru7mvMZbejyTxHjo3fy7N3mY6/Z1J7yvNtskDeDGiQXBYVdWmhF+toGWBgXuB76mq+jdVVQ8AHwaygA/E9skB7gK+rKrqS6qq7gbuABYB147AZxHjkD64mjTEnODXal/VfuPRGtu0e7SsxKBBcNb4zATrX7zVjb08va+BD66aQk6/ss7pudMxG8zxdfsmxR4uyLxgMR7Vdngpy7FjHqSp3o6mHSwpXkyh08mZDi9/3HqaNncwaSmk/j60Ziq3XjL+Cp4cFiM17Vr5+GBB8Oy82UTUCCe7TwJ9D9GkOZYYb2o7vSk7Q7uDbva37mfNpDWANkXCH4riC0Y40NCD0aDE192eKBIbY8X7kfTLBAMD1gsuzbHJnGAxokHwdEVR6hVFOaUoyp8VRZke214JlAIv6juqquoDNgCXxjZdApj77VMLVCfsI8RF0bMzQ2WCXznzCi5m0NihBbd6JrhgkLX49CzO+MsEa1+8v1l/ApPBwL+tnT5gH7PBzMzcmfHSJP3vQAaxYjyq6/SlnNMH0OXv4kjnEVaUrKA818YTu+r4f38/wIppeXz40qmDHvPjV87g7UvKM3XJI0afTjGr2MWMIlfKfeLNsWIl0TKdQoxHkahKQ5cvZVOsnc07iagRVpdpTTjzYx3jv/zEPp7e18BHL5uGlkeaOBLLofV+JIkd9qvyU3eIzrKaCISj0lNgghupIHgbcCdwE/AxtKB3s6IoBbHfAzT3e09zwmulQARoG2KfJIqi3K0oyk5FUXa2trZe9AcQ45+eCR6snLHB3UB1RzXT7as53e4lGlV5pboFGHwdz745weMtCNYGsa29Ad59Sfmgyz/NLZjL4Y7DqKqKzWykwGmhUQaxYhyq7fQOusTJruZdAKwsW8mq6QVML3Lym9uX8fjHVg/50G280rNXNw2SBQaYkj0Fs8EcD4Jz7FpzwZZeuX+I8aPdHSAUUVP2ItnauBWb0cbi4sVA39q/z+xv5COXTePrb5k7rNc6GtgtRnyxILgrxcoUebY8ShwlHO48POB9QFJnaTHxjEgQrKrqc6qq/lVV1f2qqr4MvC12LR9O3K3f25QU2/obdB9VVX+rqupyVVWXFxUVXeiliwmkoduH2ahQOEhW95UzrwCwsuQKfKEIX/jrXp7aU889V88cYk5wLBM8zsqh9SDYoMDHr5gx6H5V+VV0Bbpo9mrPuMpybTR2STm0GF/8oQjNPYFBO0Nva9qG3WRnQcECvv6Wubz6xXXcuKBswmVxdPr944YhgmCzwcz0nOkc7ToKaB1es6wm3H7pLi/GD3d8vd+BDay2NmxlWckyrEZtTKJXmtx1eSXfetu8CXn/cFiMeEMRVFWly6dV4uU6ksdfVflV8V4kOj0I9kkQPKGNijVaVFV1AweBWYDeJbr/t2ExfdnhJsAIFA6xjxAXpbHLT2mODcMgy5G8cuYVZubOZHHpTAD+vreBuy6v5AvXzR70mOW52qB4qLVDxyKH2YjFZOCtiyYxrdA56H56c6zqdq0kujTbLo1txLijT6UYrBx6a6M2mDUbx1en1gt15ewi3r1sMvPKsofcb1Zecodol80UDxqEGA/0zKS939zeFm8LJ7pPxEuhAeZPymbjV67im2+dOyEDYNCa6kWiKsFIlOpGbV50/+q9qvwqTvWcwh/2J7wvFgSHJAieyEZFEKwoig2oAhqBU2hB7nX9Xl8LbI5t2gWE+u0zGZibsI8QF6Wx2zdoaWKXv4s9LXu4esrVzC7JwqDAB1ZNOeuX0WUzC/i/T6xh0eTcDF31yDAYFB7/2Gr+650Lhtxvdt5sFJR4k4qyHOnQKMaf2tg6n6nKoZs9zZzqPsXq0tUDXpuorqoq5sfvXXzWgfysvFm0eFvoDnQDsfWFJQgW44gelPVvcLWtcRtAUhCsKAoV+Y4JGwAD2M19Gd1XD7eyfGoe2f2y6FX5VUTVaNIDNLtZqz7xBuX+MZGN1DrBP1IU5UpFUSoVRVkFPAE4gT+oqqqiLX/0NUVR3qUoygLgEcANPAagqmo38DDwQ0VRrlUUZSnwR2A/8PKwfyAxLjV0Db5G8Mb6jUTVKFdVXMWkXDtb//0a/usdC876ZaQoCium5WfickfcJSm+fPpzmB1MzZ7KoY5DgFYO3eUNSUmSGFdqO7ROx6kqPrY3bQdgVdmqYb2m8WBWbnJzLJfNFF8fVYjxQH+o0z8I3tKwhTxrXrzbsdDof08nWj1UN/ZwdVXxgH305liJ84IdUg4tGLlM8GTgcbS1gp8EAsBqVVVPx17/AfAT4EFgJ9o6wterqtqbcIzPx977F+ANtCD5ZlVV5V+0uGiqqtLc46d0kEzw67WvU2gvZF6BtjRScbZtQj+NPR9z8+fGM8H6fGt9aSkhxoP6Lh8mg5Jy7v/Wxq3kWnNlMHsB4h2iu2JBsNWERzI5YhzRgzKHpW+9X1VV2dK4hdVlqzEoo6KAc9TQy8b/9WYjQMoguNxVjsvsSuoQ7ZDGWAIYkVW1VVV931leV4H7Y78G28cP3BP7JURa+UNRwlGVbPvAH5FQJMQbDW9w47Qb5QvpAswtmMtzNc/R5e8iO9bFsdsXYnLeCF+YEGnS6w+RZTNh7NdPQFVVtjVuY2XpSrl3XIASRwlZlqx4JthpNeFulSBYjB/e4MBy6KOdR2nztcXXBxZ99IcFz+5vZHKenZnFA5dYUxSFOflz4sszgnSHFhr5FhYiBX2eiMM8cOH5Hc078IQ8rKtYN8xXNT7opUnVHdXkxha11xe5F2I88AYjSZkc3eme0zR7m6UU+gIpisLsvNl95dBWE+6ADGLF+OENDWyMtblBa3Vz6aRLR+SaRjP9YUFTj59rqooHrcibmz+XY53HiESTM+2+kDxEm8gkCBYiBW+KkiTd67WvYzPaZCB7gfQO0Yc7DsfX89MXuRdiPPAFIwO6u0Lq5jbi/MzKncWxrmOoqorLasQdkHuHGD+8sTnBzoSxx+aGzczMnUmJs2SkLmvUSrzPXpWiFFo3J38OvrCP073arEsphxYgQbAQKcWDYGvyQFZVVdbXrmd12WrspvG1zNFwybXlUuospbqjWoJgMS5pmeAUQXDTNsqcZVRkVYzAVY0Ps/Jm4Ql5aPA04LKatakrkehIX5YQaRFfIknvehz2sbt5t2SBB6HfZ+1mI6unFwy6n/7wXZ8XLOsEC5AgWIiU4uXQ/QayRzuP0uBpkFLoi1SVX8XhjsPxcuguCYLFOOILRuKDWF0kGmFb4zZWla2SJnoXYXaetg77sc5jOGMPKT0ykBXjhC8UwWY2YIj1E9jVvItgNChB8CAcsaWOLptZgC3F9DXd9JzpmAym+LxgfaqbZIIvwMYfw+7/b6SvIi0kCBYiBV/8aWxyOfT6uvUAXDH5imG/pvFkbv5carprUAlgNiqSCRbjijcUHvAArbqjmp5gj5RCX6SZuTMBLQjOsmn3Z7esFSzGCU8gnDQN6436N7AYLCwrWTaCV5VBHafgX1+BcPCC3l7gsuCymrhlSfmQ+5mNZmblTOfIiRcg6MFkNGAxGjIbBHs7IDrOqlTaT8Cr34Gtvx7pK0kLCYKFSCFVh0bQ5gMvLFxIkaNoBK5q/KjKr0JF5VjXMXLs5vQHwe5W6K5P7zGFOEepGmNtqt+EgiIZnYvksriY5JwUywRrf8ceCYLFOOHrN5ViS8MWLim5ZHinXwV6ofng8Jxr8y9g+0NwetMFvd1pNbH7/13HLYsnnXXfOaEIh921qAeeAsBmNuDL1BJrDXvgx3Ng3+OZOX5/h/6hBaiZtvkXoEah9TAEPZk/X4ZJECxECnqHxviXUThAm6+NN9ve5MrJV2buxNEIvP49cLdk7hwjZdtDcPhfQN/8HH1ecNq7Q//zM/D4kCuxCZExqRpjbarfxILCBeTZZC2wizUrT2uO5YoFwb1+CYLF+JDYT6DJ08SJ7hPD/+DsX1+G312tBcOZFA7AgSe13598/YIPYzGdQyjj76Gq/iAdRiOtp14FtManGckER0Lwj3sgEryoz3XOjr8Cf/0QrP9BZs/T0wh7H4P8GVog3Lg/s+cbBhIEC5GC/nTQbjFC/S7478msP/AngMzOB27YA6//N+z8febOoYtG4eEbYP//Dc+5Xvk2bPopAKXOUnKsOfEO0WnPBDfsgaY3wd+d3uMKcQ76N8bqDnTzZtubXFZ+2QheVZpt/Q38coU24Btms/JmUdNdg82sAmnOBHfVwu9vGp6sSiQEz30VWqrPvm86PP/vcPSF4TmXuCDeUAR7rIpkS8MWAC4tvxQO/XN45mF21cKb/wdhP5zamNlzHXsR/F1gzYETr2X2XNt/S5VHGw8cbtwOqorDYsQXykAQ/MbPoPlNyKmA2q3pP34ifw88/Tnt97XbMnuuLb/UEjXviJVCN+zJ7PmGgQTBIn3CAW0OxDjgia096bSY4PRmiAR5/fjTlDnL4o1ZMqL5gPbfYy9l7hy6zlPaDXo4ynW6TkOwFxr3QsiPoihU5VdR3V6d/iDY0w7uZkDVHmBk2tEX4NkvZf48AAH38PzbEBelfyZ4S8MWomqUy8svz+yJdzwML/9HZs+hq34a2o5mfvAK2s/Yj2ZDTwOgLZMUVsN0hbUpD2mdE3z4WTizGV76VvqOOZj6XbDtN/DnD2Y+69ZdD1t/BX/7N+isyey5AOp2av82VDXz5xpHvIEwzti9Y3PDZorsRczqaIAnPqI9xLjAubPnbOuvtf9nJjuceCWz59r3Z3AWw+pPQtN+7bs7EwK9sOWXzKpYC8DRUDd01mC3GNPfHbr1iJaRnf9O7XN1ndEyqJny0v+DnnqY9w5tTJepKkJvB+z8X1jwbpiyCrImSRAsRJLX/gt+tWZ4MgOHn4WfLgBfZ0YO70tcsL75IH5FYWugmXWTr8hsZ9fmQ9p/63dl/oFC417tv2e2ZP6LVZ9fFAnGzzs3fy7Hu46TbTfQ5Uvj+VsS5jLV7kjfcQez439gx++GJ3O0/SF49Na+fyeZ5G6BJz6auYHJSKp+RhucZEA4EiUYica7llK3k40nniXHmsOCggUZOWfctoe0aotM/1sMB6F+p/b7/X/O7LlAm+/mbobNvwS0TDBAi78GSHMQXBPLfh1+Bs5kOIujH7/zFDx9b2YDxjNaVpGQD568GyIZLCFXVfjLHfDHd2hjgj1/ymyDoJAfat7QKqhe/ObwlGlGo/DMF9LeIEivIolEI2xp3MKaggUo//chLSgNuqEug99pvk7Y/Qct0Jl+pVZmmyneDu3h1sJbYdZ12rZTr2fmXNt/C75Osq/6OmW2Qo5azFCzCYfFmP5y6Be+ARYn3PQDqIg1QcxUhvbEa7DrEVjzaVj9qdi5tmfmXHv+BCEPXP557c+TlkLD7sycaxhJECzSp2YTuJu0zGmmHXsJumu1wWwGeINhDApYTQZoPsi2rDz8isI6JSsj54trOQSWLECFE69m9lyN+7T/hrx9A9pMaT4AxB4exAZ+c/PnEoqGUCwt6Z0TrAeIzuLMDhhAGwjpXzpHnsvsuUAb6AEcfT7z56p+Gg78TSuNGw5NB7RSq0zzd8Nfbu8rIUuz/v0Eon/9EG/UvsalRcswGgZfwuPiT9wBbUcAVcsuZlLjXq1cMneK9kDS35PZ8+mB6a7/BU8703KmYTKYqPeeBMCdrjnB0aj2/TXvHeAqhRf/X2YD09ptUDAT1n0dDjwBe/6YuXOdfkP7bnn7L7Xzbvxx5s7VcRJ6G7RgSjHAPz4Nux/J3Pn+8Wl45C3wzOdh8wPaA/lMe+OnsPNhWP/9tD5E9sXKoas7qukOdHPp0Q1gMMFH/gWKMbPjgp2/1wLtyz4LM67RHs50nMzMuQ4+BdEQLLpNC6gyVRKtqtqDipnXQfklzCmczzGbHWo2YreY4vfrtIiEtXHwotvAVQylC8Fky1xguu03kD0ZrvoGlC0GoyVzAXfDbsibBiXztD9PWgrtx8f8lDMJgse7tuPDkzUKB7U5mABH/pX58+lZzANPZOTwendXJRqB1sO8Vj4XZ1Rl+ekMPvlSVS1jOu/tYM+D4y9n7lygBcH507VByqkNmT1X05vaufJnxL8QqgqqAAgYz9AbCBOJpmmw2XIQ7Pkw50YtCM5kBqLtqDanCTIfBEfCfV9wwzGvT89SHc7Mg6Yk7SfgN5drA9hMq99N/CFTBsrl/cGEKpLueo74W2g3KFxefyiz/xbrYg+yCmbCnkfB15W5c+lZxRu/pwXD1U9n7lydp7Ws/fKPag/stv0Gs8HM9JzpnO7VBuhpmxPcehh8HTDrerjq61C3PXOfTVW1n7GK1bD2C1B5pbZUTKYqL05v1soYF79PG6Sv/z60HM7MuWpinX6v/Bp88g3tvn/42cycKxrRviur3gb3vgmrP639bGdycF6zSVsmpnC2lj1NY/MjbzCMw2zkjXrtgefq1tPw3j9C2SKYvCJzQXDIr83zn3G1FrzNuFrbnqnz7f8LFM3VgjeDESrXan+P6X7o1HUaPK1Q9VYAZuXN5pTJQPDURhymNHeHbjsCYR9Mii1nZbJov89UYNq4H6ZeCmY7mG1QtiRzAXdLNRTP6/tz+dLYNezLzPmGiQTB493fP6GVT2Y6w9JyUCt1tbi0DsCZfHoeCWnBosmuBW8ZmAMRn9PXfpxoJMiGcCeX2kqxHH0+c1kPd7M2ANO/gI6/krlBs6pqN69pa7UvoZPrM3MeXfMBKF0AFau0LwRVZWrWVOwmO271DKoKvf40ZYObD0HJfJi8UgtQOzJYGqp/uc17hxYYZLKEvWm/9pS+cI42OM90ufyZrYCiZZAyXRJ9aj1aBvOhzE+n0INFazZs/EnaD5+0vFrdDjbZtaVNLq3ZBVsyGOTXbdcyRW9/UCtby2QTndNbtGB7zlsgrzKzJdF6QLXiY1qgs/0hCPQyK28Wx7uOYjEZcKdrIKufa9plsOSD2s/aK/+Zme+ztmPa/X7KKi0IuPr/aQPomgw8kPS0awH+1FiX4ev+E9QIHM3Qg7uaTVolTuEsUBSYfYPWZCkTS6o0vand5+feolUmLHiXNhbJ1ENJfZpI/nT46Atgy9EqZtLEG4jgsBrZ3LCZuYqdgpwp2r9H0MYFDXsyc+8/tR48LX1ltQUztL/P4xkIgnubtO/ORe/R/n0AzLhKq+5Ld+ZZD9LKFgEwO382EeBkoJUpSlN6y6HrY0mS8oQ1naes0q4h5EvfeUD7N9DboI2rdBUrtX8f6Z7eFg5oWd/EILgsFgTXZzAxNAwkCB7PfF1apqOnPvOltfoPwupPQveZvqxwJrQe1r7k1nxaa9N+8O9pP0W8u2vLQQ5ZLLSG3Vw14+ZY1uOfaT8f0DdvtmSeVrrjadE6DGZCd632BLtsMVReoWVMM7XmW6BXa8RSslD7QvC2QcdJjAYjs/Nm0xE6pV1SOppjRaOxJ5ZztafmkLkno6B9kTsK4NLPaoPKTDat0qcZXPMt7d99JisFuuu1n+PF79POlanBsq5mkxbA9TZo8z8zqX6nFtys/qSW5U5zpcyAINjhYG5+FYVz3qYFVJmar1i7TRsQTVmtPdza/tvMzPuMRrWGelPWaAPYRbdpAU6m1uWu2aj9jBVVaRlTfzfs/D2zcmfR7G3GZQumrxz69Cato2vuVDCaYNXd0H4sMyWhetdYfd7gpKVauXImqnL0zP3UWDCVVapl4TLx8FNVtQdn0y7rC3BmXQ+RQGa6DZ+KfYbKK7T/ll+i/T88+FT6zwXaEoa+LnjPH8CRD3Nv1rLcaQhyVFXFG4pgMgXY37qfS93dMCVheaQZVwMqnMxA2XBt7CGa/qBEUbSS6FMb0v9gUh8v6v8eAaZfpf033WPVxv3a5yqeDxBvbHrUYmFuYF96G2M17NEerubP6NtWsUor+053Eyl9jF2SGASv0n7OmtL8HdN+HKJhbVylcxZoD0nGeHMsCYLHs9NvaANYxag1O8ikht1aCerKuwElsyXR+pO9xe/TnkxloCRaL4em+SCvupwYFSNrF35Ie/q7L0NZj5bYYLx4fl8pUqaCqvjT0SVaGV401DdQSjc9yNAzwRDPoFblV9HsPwlE0xMEd5/RsmDF87RSNWuOliHLlDNbtc80aak2hzCT/+7PbNGybnPeomVZMjkvWB+gr7xbG1BmaO49oA2aa97QpgEUzIQtD2aukkRVtQc+k5fDqk+A2Qmb0psN9oX05dVMdNZtY6/VwhWTr4RbfqHN7dv7aFrPB2jBbt2uvp+v1Z+M9UzIwAO7tiPaA7Qpa7Q/L3ovoGZm7riqag9Ipl0OBoMW4FReoQXBseZYVmdresqh9X+HUxOCt2mxwKomA8HbmW3ad2ah9jkwmrQAJBNB8OnNYLRq9ynd9Cu1+1fIn95zdZ7SHrxPS+iEPvVS7Wft2IvpPRdof1+FsyG7TPuzomj3khOvpn9KQDigjTfm3dKXgVtwq7byQRq+q4ORKJGoSme0mrAa5rKezr6gFLQMoy0nM0mNuu1aBZXF2bdt5jXaZ0v3g+TGvdo0rNKFfdvyp0POlPSvq9u0H4rmaOXCwJSsKViNVo44c5jl3ZPeTHDD7lh5d0JoNXml9t90N9nTVxJJ/DusiJ0r3eXX+hguMRMMseZYEgSL0erkeq1keOXHtNKgTLVOB6jfo92gXcXaD2Km5v+AFsBZXNrTtgXv1n7g09zp1RsMa5mc5oO86srmkpJLyLXnaWWvpzdD0JvW8wHajcZVoj1hyyqB0kWZ687YuE97OFIyT8scGcyZmxesZ7NL5msZOFtOUnOsQNSLYu6gKx3NsfSbdcl87Yto8iV95a/p5mnTSq0rVmrnmnOj9v8rHEj/ufSGPVMv0841+3otE5yp0uEzW7VBa+kibS7ViVe15ZkyoeOk1lCvcq0WmDbszlz2vrMGvO1aEOzIhxUf1UoZ07hkjD6ocpqirO8+RlSBq6Zcpc3zr7xSuxenO8hvOag9/NGD4Nk3aktYHPp7es8DCVnFWBBcMEMbDGWi/LSzRgvmp63t2zb3FuisYbZiBcBka0pPd+jWI1qVyrSE7FThLO2Bk14mnU61W7V7b+JqA5VrtaxLurPqp9/QKmNM1r5t09dp5dfpfkgYLylP+H9msmrlrsdeTO+//XBQK83Xs8C6+e/MTEn0kee0SoTF7+/bNm0tOIvSUhLtjS3N2Bjch91gZok/kBwEG4za/7d0Lz0VjWjZWT2I0lVeEWvGleZxSMNebSyQGHArivZ93ZLeyhwa92vfYzEmg4mZuTM56spnWu8efKEI0XT0IwkHtOaOiaXQoI3nCmal/zut6YA2XnQV923LKtWqWNIdBLcc0h7gFsxM3j5pWWzO9dhdQUKC4PHs1HptoLLi37RShkytBxv0QGt1XzOAOW/Rnr511WbmfI37tKdfBoMWBAMceDKtp9DLoWtaD3HCqHL1lFhmtmKlVvaaiWYALQeTn7TNvFa7mWWiwUfjPq280GzXvogqVmZuXnDTAS3wzamIBaYr418IemmS0daUnkywvjySXrYzeaV2A8/EGpz6F41ezjj7Ju2peSYGzG1HtPmDeuAx+0bt30WmGm6c2aoFikaTNg8zEshc+bWeZZu2Vhtc2nK09UwzQX8gUr5c+++qT2jVMvvTl8XUg+DcnqO8ZjNRYs5mXn7s53rOTdqgoaU6becD+gZY+iDWYISZV8OJ19NfEn1mqzb4yqvs2zbtcu3hRbqzivF/GwlZxViVTEn9frLMWWBJUxCc6lyKov25ZlN6gw53qxbs6g8tdJUZyDz7e7Tv48RgCmIZb2P67/s1b2hBYeHs5O2zrtMeaLSmsRlX/S7t4U/llcnb9ZLodD8E2vdnreJn+rq+bUaT9nD86AsX/T2jdyqu9e1lpeLC7CzWMqSJZlytZdrbjl7UuZK0VGv9Jib3C4JtOdqD8nROb1NVLRM8acnA1/5/9t47zJGrSht/q5SzOsfpydEeh7HHOds4gcEYMLBg0rLEj2XZH4th1yxLBhN2F74lmGSCvQZMcsLZOOA4zpNz93SOyqEk1f39cepKpVJVqdQqDR5/c57HT3vUah1V1a1b5z3ve87xRu1NtqamKcHad1zVy2va1mA3JAQLs3CghFzRBjZ4ahsp6tRqC26qXii22eTL1VLoKl9P2+tregcBeae7+nV+rBNHLht8FAS/Wi05RQ+b5edSNnvoDGqU0gqZ4eTLFEjyDNi619HPVkhD5RL56zue/t2+nB54Ntf/ZKUS2h1ZPCjTHOILliggmAfPdo/ekUvERPQcU3ltxXkEuFsxq3Lixco5BGidTLzYmrnLU9tos+aMx5JTKWmSjWFV2yoIECB6JuwBwVPbqU7Fo4yyWrKZ1mYrmjeMPEkMOn+YrziXlBetYMSGldFIPJBdcR6NQ2iFJDqXIKkVl7sOnU6yzVZ1iT74V2LbOlYBniBw0ntIxtuKGtOxLYDLX0k2RQZpb7SxsQ2vMfPNPosnfN7q2eJrLqWfdtdYH3qagvPIksprKy8E8nH7O2APP1GpB+a29Exi3uz2dfAxwN9JCTtuimxS2P8XrG5bjaJjzB4QPPxXYs/V4B4gEJycsLcumCevhk6rfr1nIwEBO2tnR5+mPVALgr1hemYfsBEEc/m6WlLObfXF9NPOzvYHHgEgVCcugNZIolMzwN77SP6vHXV27JuIVW9SEp2VihBcs1goTOD0xAIlPbXnsRW1s1wNMHhy7e98bfYmkZMT1AS074Ta33lC9vri/Rd6a0HwvJzDrCgigKw9kmguC+7fVPu7wZMoiR0fbd4PQAqImZ3VTbG4LTmFznHcRhJqent1PTC3vuMBCDSF5gi1oyD41Wpc2rpCyZBuehdlnlsxw5cDDJ4V6lxFUpdWNLiZ20tjMtQAbu3llFlMTtrmJlMoYoU8jAf8fmwIDKIvqNQbBbtIbmL3XN35/dR0S80ED24moGN3PVpyUnkIqUHw2QCY/etDlisgmNuQwn6MPgOf04cloSGIHruY4O3lBhgAKEECtEZee+hpAsAu6v4Ll4/ut1YwpsOPA6G+SoDuCVHg1wrAPfoMBc38OjmcdI/tvtf+rpN6TXROeg/5b4VyZXQL7VMOZ+W1Y6+ipIxNDbJ4QLVt6hFkRREXrHxd5ZfhvtZIhw89RcGPOmBecR7V3dkpZYyPUt09T5BwGzoN1Encxv2DMQKDy86qPi5BIGntgUewOroSWWHcJhD8RPU65MZlvXbuw4eepL1dCwREkfbiAw/bl7AefpwYX94oUG0rzqPEhV1qo4WDQGK0FpQCQLifQL6dfS4OPEIsn7+99nerL6bEzLhNCdCtvyNFnVoKzY0nrxPNJe4yUgnOEKmZzp8fq26Kxa1tKSVK5mycejC6hZrPaVlngBo92QlMx1+gn3pMsCdMyQS7ynwmFcWeum4W1c2xQsja0xyL98WJDtX+LtBFP/k4xWZtdjexzhpwD6Dyml3jz/IpUi9p64EBwBcFrj0InPYhe3z9DewoCH612oG/0EbJb4gNbyBpy9M/tN/X+HOUQQ/1Vl7b+GYKbu3KfHErN3RSAbg1l9BPG8FHViqhvbgDL3k9uJBLobkNbqYmNHaaujM0N7efmGe75bV653DgJGqcYjcIXjhAcjV1xnLgJGJQlaByXftaOH02MMHFPI0dUZ9DXxuB4hGbj6uYp8yvVs648kI6ZjtZI6YkJ5aeUR2gr72ckkIzNsriAGK4BbE6aF7/OmIV7U7I6DXRaV9BTNILN9lcP6h0zdSyHRveQMe7zZ6Siowyruex9F4EIWJzr0ZiuOYyCjrt6tGQnKIgRbsW/e10r9nZV2BmF/3UyAvhayMgwBULdlhykrqFawE3QCA4n8AaeFBCBsnCbHO+ZJlkk3ogoBV1wYeeoWSI0qynypafSyyOXXXq0zuUJoFBfV9MJjWGHcavv7oeWG1rLqaacjvGDEoZYjC19cDceK2kXUzwizfTM7NHBwy4gwCEppMJ6XwJrtA2LHd1ob9YqpS/aM0bAfI2jmo89DTt99oEEKCwszb60muKVfalrFG7QPfEi0Ra+KJVL3MQvMftQlDIIluwAwS/QMoKo3MI2DdekzfF0pND+9oUXzYltvier7fugZpze6TZURD8ajTGgP2PUEaZy3bcfuDkvwe232ZvBhEgJljbDIDX6r5sc+fmiRcBp5eYZm49xxIIt1FmlZFKmGRUB3PB6iurfzl4MmW7ExO2+cP0dnowqGV/AIGDiRftrQueeBGAUP0QcnrouOwGweXNWsXOugP0wFXUCmva1kBwzWMu3eQDYnY3yce1GculZ1AnVjtrIydfpjpZbSMR3tXbTqlacoL+W6KRTq69jH7usrkJ3aEnaW3wBzdAjJErYL8kmgffSzXM0QnvoESCnaUAky8TMzSgAcHBbgqkt/7OFtCdlUqIIoaHnUWcFVwGl8NV/Ya1lwFg9u1XXMqoBcEAJWXGn7Nvrigfo+YJ1/5u6RkUTNvF4vDAO9BZ+7vl5wIQsDo+BQDIoslka0FpdKhu1MOtFXXBqSl9xgioAEi7GhVKKQJNerbkFCrhsEsSPb2Dns9da/V/372B9uikDc/OQ0/S/aytB+bGj9kO9m12Dz03j3ub/u9FkeTlTYKcyfQURN8hnCf76R7TAzmALb7KlpmnMWB6SgHAfomyXlMstS/ARhD8Um3CDkDUG0W3O4LdbheCdsihpQytfb16YKCyX9qVTJh8mUgLbaMqgNYGQElrO6w8tURHDv0qsKMg+NVoCwdIsqZ9OJz6IZJgPf5d+3xlY9QhV3vzd6ykYLMVILjnmGo5oyBQ0419D9kSgMkyQ7ZQwlZxHEuZEyujmo2GB9F2SqKnthELwaW13JadRZl6W8HAS3R9tMzA0jPo/NrZmGJqmwLuNRvoikoNMs/KTmQPNOeLNxvSA8GFdEUaZYelKPhGdGn16x0rKbjdZ+McR16nre4CCVA9a98J9nZiZ4xUDtoGKS4fjcvYeRexZnbZ8F+Vmk9N0LzhDQS6X/iVfb54Hb9esHfsmwh0T7zQtJtMoYR1wWcw73Dg/CXn176hdyMQHrSvnpvXTnesrP3dqgtp/7BrrigHwXoB7NDpdJ/ZNQeZ70PqZAw3fzswsAmrxshX0TmOUjMdXs2OC7C/LlhKG/vqWkvMs10gOJ/SZ4EBSn4uPd2+sTRSigJ+PTYMIHUaYE9Sl18LPUYRUIFgG3zFhuknL68x8tekr+dm/wpBYLhkYYKSWtraY24eG5lgXsevTeiWfSkg2K4EkFFTLO4LoHXUrOXiFAurFW8qWxMawi63GyEhU1bvLNomX6bkjl49MFBZi3aB+8mXCZSq42CtL7uSJNM7KFEWXWbP573C7CgIfjUaZ1e0MqFQD3DC24EXbrZPise7BuplwI67msbj2NUJVZZrGzpxW30xdea1YdZtrlgCEzJ40VXABf7BSlMbbn3HUTLBzuZYs7trWWCAHkx21wVn5qm7q9aGTqeN3M6RGalpqjVy+6tfX35OWYa3tp0A0Kx0sHlfABAZqH6dN4Sxk+XmAbpbE1wKArHB+x+2jxErB+g6gey615G01q56+JJEQEZd2sBt/RUkGbUz+TP+fG0tK0BB+zFvBLb9sXL8zdrYc0B4oDJPVG3rXkcSfRsaZGWlEtyh7XAyhrM26NQPCgKVcOx70J5uypLBWgQoKPNGgL02KRMkE2DK7zO7Sg/Kx2UAFlecj9Docwg7OiB6muwQXfalc1yA/XXBUlr/egG0PpacYl9HXjPADdAamdllT3Krni8eoNshUS6rEgyumctP97QdILickDG4ZgAB0yZ9vbzwV0Bqw4a5vbVN09TmDdunDht9hhLVRgDOE6Ja6KINe1XCpCkW9wXYAxYn+RxdAxAcWYl9bhcCSDdfE1xuimXEBHM5tA3XjDFS2Ok1xQJIiWHXugeUPivrqmcfv4rs1XlU/68bZ6naltX+7vSPUaD71A/s8ZVRarH0guZj3kgNOV76jT2+EqOU/dTL/K44j278Pfc27SYjleALbkdJEHBBm04dhNND38HOuuBsjMCi1lw+Yq7srEeTUvoB2JJT6HrZCRallH5QNHCyIsN7BH2BPjjgQ0JuctazEVgM9dJMabuPC9APilZeSAkZu+YT84BAz9e6ywEw+xotmbFvqy+mWYE7brfHF0APar2mNgBw4jvoPNvVYC81RSBYz/ztxJra4CsjFTESmMPJkoywXrIJoHu6kGm6kQ4AWveiq3Z8BUBMwYrzqDmWHUyOGTC1+z6rx86uvABgJQyJYYieCaRtAcEGvnhd8HDzSVbIMiWazMBioNO+Tv1mgBtQagiZPcxiXV9R+mkbMBUI7OqZIBDotgVwmySauDXJBCelJA6kXoQ3uRwCQEofI/PYKIc+9DT1zTAC+HbWs3KljSETzKW8doBgRZGiI4cGgHUd61EUBMAz27wcOn6I4hm9BCtgrxw6OUmz7vWaYgHKug/bpxSY3q7fFOtVYkdB8KvRpBSxh05P7e86V1GTm2d+bM9GY8ZSBbspAHv5VnsCMB4U8E57avMEqbPn7uZBcFYqwRXais5iCceFdBqlAATixp+3r85UShlntO2uCzaSx3lCxLLbChbT+uyK000yvAOPQBAEhMQlyAlN1vVJSXoQ6UnIlp5Bx2WXlNcsKFp+DiUT7OrKawYGujdQssuucWRS0tiXL0rHtvMO+6Rx+ZQx+zZ0OpUIvPRre3xJJrJQgJiQ2EjTDP5s/hDmXBIuKBlIGYFKnasdtbr12LdVF5GU1475rPkUsUZOnYZOgL33mdmzBSh3z19TZBA9M1jIZm3wZXAeBYHuMztqWQt1jgsgYJpdsC9xYbY+ysA01ryvfNL8HrOzTpcDbiPpNfdnKxNssFdxX00Aj8fGHoOMIiIpZcxZPcBtV83nxAu1PV3UZicwHX/euCkWUDlmOwDc5FaKFfUIGgDrughE5rxzzTPB9Z4tTg8lKu04h2ZNsbh5I/YkLdJzlDx+ldYDA0dB8KvT8knzDfTEd9GDgbeqb8pXnYfDxrdQfbIdI2qMJKjcVl8MzO5quqtmLJsBC+7D+ZkMRK/BcQ1upmBmxgapt1wiVsjouOyuCzYLmpeeQQxmMW+PL7OgaPm5dP5S0+h0LUfROQ6ZNRE8mx3XsrMo8OJNHpo1vhb1WAhflJqM2dUcywxwCwKw9rVU02fHA7bePbbudVSLZ0eJA2PmwYMg0H02Z1MdZt5AAcEtoCgxmgSmEwVSiJwvmPji7HdmrilfAMwTaEBlZNjCsA2+lKSWEfBYeibdZ3bsi/XYWacb8HdiDRMhCDL2LjSxTuoBboCuWdampAVQRzYcpREodpQC1JUoR+mnXRLlw+Yrae4LoL3YFhDMk4OtY4IfGHkAXjGC9pwCOk2TCWF76nRlmZItBkCRvgeXKNsAqsyaYlX5suFZlp6hsYIGNtS+Dj5ZRtoTb74muN6zhbOzdgBTPnFFT+nJzWOTXH5eaaLbudb8fUewHQXBr0bL1wmKokqmkcummzEz5gggJhioSFOa8lWnBmi1MiqpyTmEz0w9BYgFXJjJmrAQSoMMOySv5eMyZzzsq0czYd+WnkFdj/ns56Z9mQRFvGb9wCPo9S2HIOYxkmiCDa4H7gF7pZruoHGdzMoL6RzaxfQBJsD0tVTiYMeIsHprce3l9NOOLtFSGgCrA0y7gPS0fYyY2b7IFSbpmabczLHnsUxyoNel00GZGy994OUkzVg9ps9uwG3mizfX4c12mvUF1AWma4sUwO5d2GuDLzPGtM3eWta6EmU0z5gW8wSmLUmUm/QF1AfBTjclDu3yZQYUAfuYYCmpqOt0Sg7KvhYPPKSShEdHH0Wf62R0uhRW0ugZDRDIYXLzDaSs3GN2MsGxYf0GfmVfHATb0BiLN2kzMIfDiTVFGTFvCplmRyTVY4IBZd6yDSC4XB5lpkqwyRcH7Xw/ehXaURD8arR80vTmLzdFsqM5Vj6l1KN5sJCWsGtSs1EGu0n+YivgNthsOlbSg2OuiWAIwNNTj0AsuXBKNme8sbUtp0B23AawWO9B5PJRV8qRp5r3JcvmgSyfyWnXvE+j+mOApNfeCHDgYQwF6cH4wmQTDJKUNn4wRIeAyBIbj6uO2mLlBQCYPYkLs5pggLqIOr02JWT4PWZwHsN9JMG2BeTUAdwA7R/FnH0stymgUiTKTYDg2ewsssJ+nJ4T6wBTLoe2A5jWAR5lwH0YQDBnXppMJJAvC4ypvx2rpSwYEzGcbAYEW/Dla7cpqWURcAPN1wVbAdy2srMmCdayv4hN0us6a9F2XxYAdz65qFKAJyeeRKaYQae4CVGnosKqxwQDzTOLZr0tuNnJzuZNxnUBKjm0Hb7qSPMBrJMdmPFkkck32cTSrKyHm12jpizXp9sBuJXPqAfwj2A7CoJfjZZPmC9aXxsBV1uAaSUbe/09u3DV9/6KnDqrJjoIdNtRS1WvQ6MgkKynCV8luYQX5x9HJN0HF2C8sQkCAeHYoUX7KpuVeqO25UBivHlffB6m0Tn0t9M4I7sZUz0THdR19cAjWBldBcYEbJ9rom4xX0cex+sV7WAV6wVgXTT2CbEmm30BdA7N6jAdTgKLdgCPvIUAPdRrTwKtXkdegJoRAc0fG2ME8M32Rc4ENwEWHz70MCAwnJMtmPtyB2jOY9oOJrgOCPaEiMWyhXWuw765/cT02QUWjWr8ufna4ZdikPNdGE23Wg7dRiUwzZaKWOk0zNnZpkGwFcCt+LKFnbUCTKM2sbMG/SZa4quOigRQwN3iGow9OPIg/E4/AqV1aHMo68sSO9sk0CmvRRPSxE4QXC95LIp0Te0Ci3USF+vhgSQyzOSajE/rPVsAG4FpylyFBtjSqRyA+TSAV4kdBcGvRqu3YQsCAVO7AlnlQfTUgTmkpRKe2KcJIoM99oxwsfJAD/U25euFmReQKsbQm1TYclOWqufwMNwAgZzUVPMAzkoWcehU+8bgmM2oBAiYLhxEv0MCK7RjT2zP4n3VAwNLzyBp7dy+xftQ+zLNnocJ5NiyPlLmdZgAgUW7klqAhXVvh4qkUkrBGMPNT40gntFk5IP2SJRRyJJ80FQO3TwT/NChhyCU2rFBypkH6IJA/uwAi/VYCEEgNtg21rlOsGerrzqAyt8BR24Bcr4Pk7mDTfiyAkwPIztb9hWzyddhqNNlzNo180UPX00wl0M3+9ysV2LGfQENg4+SXMJDhx7C2YNnI1cQEREbYYKbBDpWap3tkkMzprCz9RjToH2y4XpMsIO+y2Suyb4TVvZFT/jwJBIA++TQVtbHEW5HQfCr0eo1xgIUUGUDMFXYt/m0hP0z9MB9YKcmGA/12QOC8xaYoyZB8AMjD8AhuDCYUTZ+s/MYsgkEW2EGQr1U29Vs0GwlAGtbRg/XZutyeOMjs0BFae7QKc+glOtrXtJo5ot3U5y3AwRbAB7BHiBlhyzUArsS7LbPF2B+bMFue+p0VcBjy/AC/vUPL+NHj2qCEc4ENwu6LUnIotTVe5HsbKaQwZMTT0LIHAMfy9RnBvzth6cmGFCAqR2A28Kz5bCC4HYIuRhYvgfJ4gyS0iKDzHyKxn85TGo+fUpt9WFhZ20G3GbAwx2gY2+WCS5JNE/2cEmUrdYElyRKgjXly8K69ywOmL40+xLmc/O4cOhCZKQiwpaYYA64m5VDW6gv5ee4WVBVTkTWO482McEWJOyr3FE4GDBfaBIE10v2A8px2dSp3Mq6l1LNTy+xolI8wu0oCH41mpVsm21MMD2Inh2mh3Vv2IsHd0yDqQPkJoFpxVeKJKEOJ+KZAu7eOlntR+1rEQG6zGTce/BeLPWdiChTNg9TRqyXgr2i1LCvKrMSoJfruJs8j/XqS4FKXV+zEvZiDmAl8+MK9wMAooVZyPlezObGkeGS7UatnjyOH5cds1nrSa+BCnvftC8LDz3eQKppXxbWR7CHAstmA1lVUuvBnfTdb39pvPqeDnI5dJPHZqWZiCgSO7tIJvixsceQL+VRSKyHp5S1AOA6DytYPJzsrC0ybyvsm78DApMRLBBo3BtbZBKNH5eZ2oIDU9sSkVbY2SZBsEptYWiCQP6aZWetBsx2SZSt1ATbNZfYKvAAGgaLD448CKfoxFkDZyEjlRAWsoArYF4GUM/X/H5r5VNWEvBOD6majIDpA18E/vftFnxZZBXNQPC2PwA/v6J+fFcqAsVs3bXo8UawpMAQKx00/7x6ZqkW3qbu0FYSkXbJ5aUklbeYrcUj3I6C4FejWQke7GIxlbqLZ4cX4HII+PB5KzEez2GnukFWqJcYDzvAonLz3/T0MD70q2fx9AFNQBLqo+7Giwgenp16FlOZKazwnYUAlMxxPUYMsCFAtxA88BEGzV4zS5JyDhabrEG2wjqHBwAAQWkKcq4PDKyJQLYOMA32UG1twob6dCsshJ2JprqAu4dAjmxDl8t6jJhdjfVUTPBDO6fhdogYnsvgpVFVwMobSDXLcltJNHF/iwRwd+6/E52+TpQS/RBRJ/kD2AcWLQHTwwm47WKCrYAcYmd7Ge2dexY05RTxMZp1WdeXFZm33UxwnZpx0WWcaIqPWesGbwVwA/aMErLybAEIwGUPV03w4iTKtb70WcX7t0/hqf1zi/bFGMMDIw/g1L5TEXKHkJVKCAomDTm51ZND3/r3wB3/XP8L2AFMx5+nEX31gGl5vzepP+a+jLpejzwJHHikfqLSai2rJ4Q1UhEp1kTvDt5s1CrDbYeCqm6iqQ4Ifvbn1p49Vgi1I9yOguBXm8klat5hhQlOz9ojl/AE8ezwPI7pj+CyYwmscWYHgH0ATpWN3TlBG/IPH9HIWLivRTDPd+6/Ez6nD93OTQiJOTCFdTY024CplZpgBXgkm/XFgyKT9aGws00zwVZYRX8nILrgy06hlCfwvWth1+L81QvQHU6lPt2GBmMWmm4g2GVrosncVzdJzZoFVRwMmNYfK3W6NiVkJnJO7JxM4oPnroDLIeC2F1XXx+EkoGMbE1yPUe9clEQ5no/j0bFHcdHQJQhASfZZYDGbZhVl2dp+bxvgtsbO2jYazArDDWBQdMABb20C7dfvAO76pAVfVgA3lyg3ywRbAMGCoIxkMgDcT30fuPmtQKlOV1sriUhAYWdj+r9jzJqcuBHAnY83l7DTlNrsmkziD8+PYjalaVpWBqaxxfsCdJngWEbC//nf5/C+G5/BoflMfWD6P6cBT36/6qW9sb04lDyEC5ZcAADISCUEBZPRjNzqMX3JSWB6u/lnAI0BUyMQnItRw8168YLVPdjMF1cr1JsAYjXp6Qljg5RHUYhjNqvZH2f3UjKhkDP/jILFde8JkzJusUo3bs3WpyfGgdv/EXjuF9Z8vYrrgYGjIPjVZ1YzYMFuAKz5hjNSCiVnAC+OxnHy0jZ0h704bjCCB3aoAmTOLNoRNCs35K7JJESBwHbVWKYgB6aNgWCpJOHe4Xtx4dCFkApORMQ8hLrAwyZgakWS9LeQQ9vGBJs8HEQRCPfBkZpAQOyEEz7snt/duK+iRBLdetcs1GcPE2zl4cDZ2WYTTVZAcHnGrQ2qBCsJNKB5JlhZ948cpAD7DScM4Nw13bjjpXHIskYSbZMvnvypKaPgFuha1J54//D9KMgFnDdwCQICV5HUCYoCnQQG6gEZM7MagPk7KFhtZi3KsjVgGuigxJ5RF+X9D1vbMxsAwX3OLHwYqAXBsRFgxkJSzVJDpzpM8P2fB37zbmu+RJf5zFnAHASnZqj+tl73eavsrFmzqt33ANevrM+oNwK4AX0AV8gBD30VkOoAhUIGACs/x67748v4xK9fxOYv3483ff9xbBtXgn8vn7esAwbyKeBb660x6vlkTeL4f58+hFxBhsyAa3/3EmS3SZ1uUQJmdtRMXbh/hHyfv+R8AEBGKsLPLDDBLp9Sx20AgrMLtDbqATirI3BMgamyRus1nLRSkgKYN5Di17EeCLYSUynf5bg8rdud85rJFPsfArbeCky+bM2XlWZVgD113Jbr03V88QSllVGiFpqLHel2FAS/2syqvKUcyDYPTOeKbkhFGScvowfOhet68PyhWCUrW2ZnbWAW3UFIRRn7ZlJ42ylD8LkcuEHNBi+SCX507FEkpSReu+K1yORLCIv5+jd/aHGAu8akFMl0XX7j93iCdE1tY4LNRqoEaRNtto7bajY21A8kxhHxeRAUB7F7YREgmIOBetcs3N88uC+zbxbYWbDmmx9ZqUezTaJcecCWZIZ7tk2iWNLMvQzWaVb1yDeBO/8/C75ofdy3N4Whdj9WdgXw+hP6MZXI4+mDKrZtkcBUzxc8Qcgyw4XfehjfuEdnHFeg05p8VmN3HrgTy8LLsMS/BkEogadVeW0z0mGr7BufFawHqkpF4M+fBhaGzT+DAw+rvvSOS5aBm94CPPZt888ArEmUFWDa5UjDVerHnoU9lQSHXKKAb+GgBammBV9comzEch96mgLnemYFcAMKMDUAwfzcLhys48tqgB41ZktndtJ+N72tji+LsQdnqfRA9/BfgYe/Buy9z/wzVKPcErkCnhuJ4U2bBvFPF67B3ukUvvPAnmpfeiA4PkqqoIOPmfvirLNqDy6WZPzyiYM4fUUHPnfFBjy+bw43vbhg7EtRD5TmqpVr9x68F5u6N6HLT0nMjFSipnr1ZN6CoIBFg0RCMQuAUW2wmeVT1AzQaPweNyNfQOU61ms4aXUtuk26Q/M1WhcE15l3z80Twro8KXdqQDA/rtk68Yhl6bVJl+18Crj949YUNFaAqZkcmitZ6h0XoKz7OiqBI9yOguBXm1nNtpUZ0+YZlvEMFc1vWqqA4PXdYAz4y66Zal92gCpPEAdm0yjKDKcub8dbNy/Bn14Yw0RcYV8WCbjv3H8n2r3tOK3vNGQKJYTEOiNOAIV9E+xhgutJUAF7RjJZBqZ9xrLhfBLY96B9vhRgGva54JYHqwNZq2YVDJgdl1UrWGQ86iWadt9rjZW2VBNcZ57ulp8Bu+6u70vVbOYvu6bxwV8+i588dqD6PfXmjO+5F3jx1wR4TH0lwZw+PLZ/ARes64YgCLhofTd8Lke1JNqMCU7PAmPPWTiuSoB+aCGD/bNp/M9D+3D3Vs355+xsA7NgJ9OT2DK5BZcvvxzZglzpJ1C3O7RS76wHFqUM8OCX6jNiVlmIgAkwnd9H8tqtt5p/hlWmzwwEZ+epZ8P0DvPPAKwxHoqvTjEFodCLWD6GuZziN7sAgNH9Wi/RYEVtIQiUuDACpukZAkD1AlkrgBtQmOCY/u/KIPiA/u/VvgDzBCtgzgRzX7N1xtcZ7MF3vjSB07/6QEUdZtasKmMxQFd1sX987yxKMsPVJw/i4xetxuUbe/H43jkUSrI54M5aZMSkNCj5U7lm92ybwng8h/eeuQxv3bwE56zpwlfu3gvZFTA9rtLsvnJCZs/CHuyN7cWlyy8FAMgyQ7ZQgpdlrbFv3rC+L3Uyw4ps2FNn/B6gMME6gIoxFTtrlQm2KL3WiwHKcuh6gNu69DrEGJzFKHbMafYkfh7rrUXLddUmwHT0GeDZG+nZWc+sqNDMkj98/5rdUz85mE8clUMftSPMrHZoLLM5TYCqYh6QCziYFDDU7kd3iLKJx/SH0RP24EE+KinQSdnGZplgJXjYOUmbyNreEP7+rOVgAH7yqBIMuAM0PqABwJ2Uknj40MO4dNmlcIpOZKUiNaeoBzwcLgrC7KgJtsIMhHqNfY0+Czz5g/qfYTVoDpvIhp+/CfjlG+tL8axKkhQQHPU6IUh9SBaSmEg3uFZUzIC5rz56MNQDF3b4MhvvUyoA//s24LH/rO+vETm00fp4+HqLvioMN29u950H9mAyrpLVCYI5ME1O0pqO1WEWpRQKDj9yBRnnr6Nz5Xc7cdGGHvz55QkKYgE6j0bg/rH/BG58bX2Zr4oJ3j5O+0dfxIt/+e1LODCbrryPA1O9+tn5/cDdn6nx9ecDfwYDIxWJVERA4CNOLNTOGvk68AjwyDfqM2KWG36ZAFN+bqd1mHG7ffH1aZdE2RMCRCfahBRKOUo6lZtjqc9rPZbbSk0woABTA5DLFR/1gKlViaEZCObfoS4TnFY6DdcJ9XjHZr2guCyfrAc8qkFwrlDCdX98GR+9+TlMxHP43l+Uvzer0+VrZsYqCA7g4d2zCHqc5ST82au7kMwX8cKhmDkY4L7qHldtTPWzvx7AknYfLlzfA0EQ8IXXH4NsoYSsqA+CpRStDbecLd8Ddx+8G6Ig4jVLX0NfsVgCY4BXzlgDHt6IvtxVvWbm6iQurDY+MpJD55NU5wo0AIItSK+ZrF+HbhlwW2+MBQCefEetAq3MBNdL/liXXtN3M2Fn69VxlwqURKybSDCR5nMQnIvVTw5aKY86wu0oCH61WbnGwyoINgCL0zstMDl08++JMZysPIAAQBAEXLCuG4/snoVUlKm9erDHmDHdeac1RkyRhe6aTMIpCljRGcSSdj8u39iH32w5hFxB2YxDPQ2B4PuH74ckS7h8xeUAlOYUsJiNNQOmVs1q84Fgt/FxbfkpcM9n6tcAqcZMmVqo3zhpwcHv+Av1fQEWgOkAUMxiiT+PXJqY/IYl0VZZKqUbte6x5eLAd04Ehp+w5svyPaYDFlPTFDxMvGD+GbLSSMNK906nV9+XLFOt8OTL9ZvRqAD37qkkon4XCjLDV+7SZMmNxj8xVnm9Xi2VlEaSeeFzOXDq8vbyy6/d2IeFTAHP8M7vwS76XnqJi9gwnZ96YECV/Nk+kYBDFHDT+0+F0yHgw796trJ38GSCnoR9xx3Ak9+rCVTuOnAXNnZuxFB4CFmppOosb6EmGDAHi5NbzT+jUTm03nHxNTNTh521ej+bMdzcV2rSvIuu1Rp/QQB87YgKSeQydL+V64LViRMrjKklENyuD0xLxQpYtAJMrfjyRk3k0Iqv+XrHZRXcR2k/0gM6ZcbUKhigffHjtzyPXz05gg+eswKfvmwdnh1eoFrd8vinWO1nlFnnOkkS5X5m7iAe2T2D01d2wOWgcPbMlZ0QBeCR3TNUd+3yGwBuFbg3i3U0gOrl0Ti2DC/g3acvg0MkBnWwzUeH5AjqzoLNxitrMTe1G4wx3H3gbmzu3YxOH90vGYn2IHfJwoxxwFiirF4zsxZkw1ZAjtegTld9Xu2SQ5fBoom/+f3mz7IGGmMBgDcXxkhyBNmiCniXGdN6TLANNcF8LU7VAcFWEwmmcmj1+rDAch+tCT5qR5RZrU9w+ShbpBc0LwwD3zsN2Po7S76m8y6ctKyt6lcXrOtBKl/EM7y2L9SjDzykDHDLOxpgxELYPZXEiq4A3E5avm8/ZQkSuSLu3qoARLO5xIzVZLt/s+s3WBFZgeM6jwNADyM/LHRoBBRwb+Br2x+B535p7bisbDTBXmP2LTFK2dN6wYMVVhEgxjQ5qf+gSYzSz4kX6/iy0IkaKHejXuNLYHouCgDYNa8cx8xual5Sr7apEZk3oD8reGY3+dn95zq+rNbdm6gtePKpHjAtA24LYCBowJhm5qiJTiFtLYOuaj534pIoPnTuStz24jie2KcCNcEe/SZcuTjNhwaAqToALp/CQtGDU1e0w+uqzCE8e3Un3E4R9+9QPj9gIvXm954VAKfMO9w+nsDKrgBWdAXxn289ATsnk/gR7yvAgamZLxUI3hfbh53zO3H58koCLSAox19XDm3GmCrHbiGRAKBJJlgBxrN77FmLZV86jKl6/zJj+6w2/FL8heUEMlkf2r3tFRCsBvx1VQkNSJT1jis7D0B5rtQFplYBdxvtNdrGaUWpEtxaAdyWpLVR+mnGztZjxFQKmZLM8MjuWbzztCF85vL1ePvmIXhdIn715Ii5HLpcr7jHHJgqa3E8I2IslsU5a7rKv4r4XThhSRSP7FGuvzeif1zcVykPxA+Z+Kre73/77CH4XA5cvXlJ+S1Oh4iQx4mMENQ9rnyishbH9m3DjvkdGEmO4LJll1W+jgKCXaUmmWB+rJ6wNTm0FV9GTDBPZLSvoHVvmkxIAhCsdVEuv19lRYkSnpEh5ZqNmvhqjAkO5wKQmYx9MdXzkZ/HhQPmzQsbrgk2Ye/rlYlYlV47XEryx6TkALDGch9lgo/aK8JmdgPf2WR+4wPWbxLAeFbw/H4ADBh5vPZ3alNu/hTzYUNftTzjzFUdcDtFPMAD2VCfPlhMTpCv0WfMfalGIuycTGJtb8Xfacs7sLTDj1ueGTH3BdCg9XuvK/9z29w2bJ3biqvXXg1BqYvJSiX4rNblmM2CffJ7wF++Wv8zrDLBoR56IEvp2t/FFVBXbxO1GoCF+ogZ0AMDvLFUPRBsNWupgOBlrjikghv9gYEKEzy2hWp49z5g/hlWGTE+/klPecCBcb0aU6tyaHeAEgB664OrIgoZ8weR1eMCCCzqss6qe6Ee86wkZIolGftn0ljTE8KHz12JgagPn799W6Vrs5EcWr2f1AVwKSSZB90hT/VheJw4Y2UHHtg5RbXhZvXO/DrO1JHy5iv1pdsnEliv7Ffnre3GJcf04PsP78N0Mqfqsq0DFnkSb6rSIOjO/XdCFMRyXV+moKhIAMtNnUyZ4HqJhHKA3kSzKp7MKObMQZVVwM1HCenJvNWJE7OEnVXADQD+dgTlBDJSCSsjK7F3gTPBin/RZX5cVrteA4DfQA7dMOtsEXADtYEs9+/01W/6parxN/cVVT47Vvs7vmZiw+a18lIagAA4fTg4l0a2UMJxg/S5Eb8Lbzh+AH98fgxxptQnmwHuQqaSbNX1Rev+6XFqanTu6q6qX5+zpgsvjcawkJYqUu8aX6rraAYWVWU9jDE8uHMaZ63uRNjrqnpbxO9CCvrAo5iktVhiAuJjO3H3gbvhFJy4aOlFla8jlSBChrOUtShRrsMED2yyKIe2CIJLUu3159dw4CQCpmbXjEtr69YfK99He2z8vA6eRD/NrpnVRLVynjvyxOSXk++Ach4FSiCb7os2MNz8nk6MGpdAqH1ZVQoY1QQHukk5ZsYElwr0TKhHYhzhdsSDYEEQPiIIwgFBEHKCIDwrCMLZf+vv1BI79BTJTfb/xfx9msZYNz01jG/du0u/0ZARgOMgZ3RLHV90Q2bgRdhX/UDwuzWBbKhXX3rNgcfkS+azCAsZgMnIO/wYXchiXW/lxhRFAVefvARP7p+n+j7uS3vMjNExqQDVb3b9Bj6nD69f+frya5lCkUCwlZufJxL0zm98lI6v7mgJi9k2owZjjFXOY72aEqs1HmWwqNNEKq66ZmYmpWmMg6POKBDFV79ID4J+/8oKCOZJn0NP1/HVIBOs1xyLn8OJFy2xENaSJAazgtWvmQFTVQOY+r4MgKl6vdRl7ykhMzyfgVSSsaYnBJ/bgU9esgY7J5N4eA9vdtdDgb+WOeRAMdRnYbREEknZi4CnVpp/4foeDM9lsHc6pap31hybLFf2FCv1rJ4gFtISJuK5qqTdtZeug1SU8V/372mICWaM4a4Dd+G0vtPKksasVIQfvCa4XrbeSQG6GQiOHzKWxALW16LTQ2uoHjtrlkTLWwTcpsc1DTg89J9Z4sJqogkA/O3wlyhgXhpeib2xvZDVM7N7jjGvCeaddC3XBOtcD75eRKeF+mOLPSDKc4k1/vh57T+B1rXZ/GerTF89JtgbJaWRGcvNEwmiiB0TdD3U99k1py9FtlDC77fGqEeILuCep6QFYB6gK+v+r4dyWNbhx1BHdeOvc9Z0gTHgsb2zCmNqAIIdSgLOTCGjerbsm0lhdCGL89d217wt4nMhbgCCS5l55JgLw6wXpdl9uPvg3Ti9/3REeO0mgLRUrCTQrEqUzWo+B0+h/zeLP6zGA0bsLL+GAyfTT9NkQgP1x3q++Hkd4CDY5JrlU3QvOj3G7wHKsuHOogCf019dhpWNAd0b6P/N1mID45gAmF8zwNq+aFnCbuDL3wG0r6x/vYCjcuhXsgmC8FYA/w3gKwBOBPA4gD8LgjD0N/1irTAOBsaeNX+f5ib5+eMH8d0H9+KXT+o8mI1qTDnwmdpmDkzLTLAXQZNAdt9MmoLizFxtJpH7kovmAbry0JvK0wNyTU/1JvCWkwbhEAX8ZsshAoslqTZ4SM9SwDO7C5DSSEgJ3LX/Lly+/HKEVCAjkytSAwurEmW5UBtclooq5qg+GLBcEwzUgqrsQmUAe10m2KIvoy7bpSIBD18bfQ+z2msegFnpei2I6GT0sG5zDmE4MUz1OVymdugp88+wWq/oCVIZgB6456/lE+b1TQ0B0x59QMWvodNXZ903AAaC3foSZX6NAt3mvngdpieI3UpTLH6fvXZjP3rCHvyUd4oOdFNQrAU6nOFedSFdO5NOuUxKISF7dPeOi9bTWr9/x7TxDOS0MisVqN9oSVFblIPz/kpwvqIriHeethS3PD2CPTGBgnBdEKzcC8o99uLMixhLjZWl0IDST0DIgjnc9efAAhSM6IGY1HQFDJjVBTeiFPC3G7Czs0BUeWSaycqtMsEAJROMQHCwB+hYZS6HbsSXrx2+QgwAMOBfgUwxQ431MrO0T3WsMpdDN5LU8rUTO6KtT+fntXejRTm0FV9R+lkDgpV7ioOBeux9M0ywXKLXlpxC/zZjFlXPlh0TCThFAat7Ksd57EAEJyyJ4pdPjYD5osbAtP8E+n+z9aHEOY8O56qk0NyOH4wi4nNRXbA3YtwdumMVfWdLTHAID+2kfeG8tbU+o34XYrJPF+Sw9DwWEMKcdxDjpRFMpCfK6pHy15FKCFgdrwZUmGBtwjYbAyCowKLZNUtZe44ZNXVSM8FAnWSCxdjDEAQrvjrX0OeYPaN5TGWl6zWAMHIYCq7QgOAFYFAB96YJGWV9uOrcZ6KDzrUeMM3MV9Q6ZkRGmeG2AoINkj/ZGD0LOlfXUaE1ALiPYDuiQTCAfwZwI2PsR4yxHYyxjwGYAPDhv/H3st8sg+CE0vjIhVyhhH0zaXicIr5w+3Y8tV8TlBjVmHJGjJUsBehp+OB3O2p+fYHS8fXBnVPG42LUtZlmkmhlQxxTxjGpmWAA6A57ccG6bvx2yyiKAcWXFsDFFbk0k4HJl3H7vtuRK+Vw9dqrq99XyEDUjEQwtBA/Lg0YTE6QH8CSLNRyEy6g9hzyteEO2iiHNmCCU5N0XKsvoX/XS1xYOYcOFxDsQaRAAYZHHgQDo/ocfmyx4TqAu4FANtxnwHCPVljr8eeN/94qIwYYN5BKTlIDod6N5g3GrGaZAQKmmbladpavzdUXm7PcKsZj91QKggCs6ia/bqeId52+DI/umcXuqaRx0y/ua5Ui8zOR87J8CimmzwT3RXw4pj+M+3dMqZhgDTDlbH77CgpS6jVK8YSwXQHB6zXlG/944WoEPE587e5d5E/bQIoxumYON+1Z2QXcsf8OeBweXDh0YfltGR7IWh0rYQgWp4Ch0+j/zSTRVgMwgIIsIzl0+wogssQ8mdAQ4DbxFewCutbWkUM3xgR7CnEADL3epQBAkuj0LN1jbUuB2CHjDuKNlBDx2c56CVaA2LfEWH3ZcENMcKz6dX5eBzbRTzP5dSNNuIBaJjgbA8AqILhe6Ybia8dEEiu7gvA4q+OCqzYNYP9MGkVX2LhOt3MNJRssyOXnCi6cvboWkDpEAWet6sQje2bAfCZMsL+dgLApCFZAizuIh3ZNY11vCP1RX83boj435ks+3S7bQm4eMRaEo2Mlnghl4HP4cdHQRVXvoX4CFserAQqLySr3CrfsAgGgztX077rsbBPAlK/NrrVUg2rWu8PKvHu1r5rjUnx5o0BHHRbT6nxb5Z4PIoslgVXYtaCoJvms5egQxclm656Xs9XrwA4Yj5rKLgA9xxK4NWuO1Qg76zFSCszT3tK5mhJoRcnc16t8RJLQ8DzOV4gJguAGkAHwdsbYb1Wv/w+AYxlj5xr97cknn8y2bKkj9f0b2uRXvoL8Do0kYmorbQKCAAydDggGN9zcXnpILjkV6XwRL4/FsaIriPF4FqUSw7EDEXiUhlKIj9JNsPR0kidxm95GD5miBLQvr3TU1VpqCpjdg+fZKpywvBd6ObeXRuNwOgRsiJaIWe47vjqzNL+PWBfBQa93rdP3JaWA8Rcw7VuB4awXJy9rr/G3kJGwazKJDR1AeGEHyeB4IAFQYKvIJln7CmyT5uEQHVjfvr78Fgbguf1TOEncQxstl88aWT4BTLwE9B5bCSTUrwMEGDrXGH/G8OMEzNqWm/uSC8DIUxSwcrkyQJva1PZK4Dl0GkmB9GzsOcDtNz7PZWP0vSKDQHSp6riSBKS61pFsp20pBc96NrODlAT9m+r4AjDxIpjowDPZfnSGRMwV92BZeBm65kcIdBfzQPf6SrZUa7ER+m/ZmYDuSlTZ1FYCTH3H13wHCCIdY6iXzrOeJcaI7TE7z9zm9xF444CG2/QOYpS8YQKSQ6fr/z2/tv3H18/+JicoE7/klGoJOv8O7cuoW+jgScRAa62Yp0RU52rsyQSQzhdxwpJo+dcFmeH54QV0hjxYESrR+tbeY/MH6HsMbib2XrtWVcZGnsBkKQKxYwV6wt6a348uZDEay+CkoTa4xp4m8NS+svKGzDxlzUN9ik+D4wIoqeH0YK8whES2gE1DbTVvGZ7LYDKRwymeYQhOT0UKBxDjPPIkJFcY7kICcu9GvJg4gLAnhJWRync6tJCBN74Pnc4chMHN+t9FbdPb6bz3n1j9+sgTFHylpwkQ8IBWawsHKaGz9AwLvrZRnVffCdWvj21Rav6KpATQfhdu8UMk9V16Zn2Gxei4lOsAd5Du16Vn6D/L+LXtP6F+EKbcj8/Ia7GmP4zd8ZcwGBxEX3IWAKME7OweYnWctesMUpq+l9n+Uv5eyjOk/8RqcBkbpudpx2pKyAycRM0na4wBB/9KwTVn342smKXRd11rKs3hgMp9PngylfeY7cGjz9BzyWj9lL9Wibria5/3hSwl3rvW0r3Ng2c9U13z50YWEPa6ykk0bvMZCbsnk9jsPQSHw0X7h9r4s5AH4L3H6ftaOAiWGMdTpbXYtLQNbkftGppO5rF/JoWTQgtwZWdr9+CxZ5VrKJA/zvppLTEKzB9EcclpeHYkgb6IF0PttXOX98+m4U6PY5BN1cRU+dEXkCvKcIW7sEOaRNDZhrWdq6r+fjaVx+TMDI4VDtbuq3qmxF8Y3Fwt+53dRcczcJJyPgeAtmX6n3HwMSC6pPoZr2e5OCXzezdWxk4Byv4zRnsCv7fV+6baJl4kNrTnWHNfPM7Rxl/pGUrSDWyipJaUrMiwtTa9g+4fC7EHG34Ck3IEhY52TGUP4fiu4+FmoBKsjpWU4GJybbzAbW4PkFmoJIrMbPw52he61le/ztdiMU/7Ye9G/b8vX3ODvUxtMztpb+MsPbfRp2lteSOkthjYpD9HnMewFtaiZ/069P7rv5p/n7+hCYLwLGNMd7EcyUxwJwAHAC3NMgWg9/B/nRZbMU8bCGP6jZG4sRK9D0Ba6TYY9jqxticEmTFsn0ggy8eB8EC5pMkEFZXRFE5PhYky8gUAgsMQdrQFXEjmiigKLgNfearL8Ri04OemsDzZIuBz6/uL+t0QRQHJgmjsC0BJcCCZjyFbyqLLV51FlhmDQ1CYMrGW3a4xh3Jc2mwaZwJcXvPrBUYbbD0wBZA8UhAMj6u8UXFptK67UnXCw9AEWh9Gx+X20WZutj5k2aIvAA43hJIEj1NEseiAQ3AgU8jSsfrbFXCqk9XkVl73dYJzgNab9hwC9JrTQ1lWbRZabZxxtLQ+3ASgmIZ9LUm0dtxBZQySQdkB9yVYWB98LWo7WZYk+h4cTOQN1iOrHFdGKsKnUXe4RAGdIQ9mk3kU4TT25XTTd3G4657HEsTymBGttfldAANi2QJ9Xo0vvu6j9NNs9rOy7jP5Evxu/XPpcYlgjIGJer5ovUxIFHgkcvMosgLavdWgqSQDTsgQrKwNgI5L1vhiJbruThcFRgVr+31d0zsugF4T3ZQcKyj1sXoml+g+rAeAAf3j4r4c7krQZbTuVc+WuqbsnU6hBFkW4BY9VEohF+iYOUDgXcuNfFk5j1yizmX43EqKL5fX3JfcwLOFPxO0DDb37fDQvWZWsiRbXB+Cg66r9rj4NRSdtN+bPVsUXwWZQSrK8Htq/TqVe10WHLW+mKw8C12KL5PjYiXISvLEaP/g6rQixFpfAL3Gj6uYq92j1ccFIJErgTGGqN+l+zanKKAgi1V/w02UiyjBiaSjBFkAvKXaWlWZAQ40sj6U9zDtWlSOS2lSZs89xn1p1Db8HAKWrpklX/w9NWtR+Xf5muWNr5nlOAdgogMOyHCLdO9mChmNL7899xhA30lPsSQXad3X2+/LsYeVeNGpv+75+qi3Bzfi60g2xtgR+R+AftDT+mzN658DsFPn/R8AsAXAlqGhIXZEmSwz9oUuxm59P2OfCzP2xPeM33vT1Yx9/yzGGGOf+9NWtuGzf2alkswYY+zFQwvsxC/cyzZ94V720qEYY3vup887+Nfqz/jaUsbu+GfGbnknY/+50djXI99k7HNhdvoX7jR8y5aDc2zptXew+59+mXw9+cPqN3z/LMZ+9WbGnvg+/T42qv9Bu+5m7HNhds3n/y+79tYXDf2d/82H2Md/8Th91sPfqPqdfMf/x+L/3svu/+x57MM/Oo6dc8s5LFfMVb1nJpljl3/6u/T3O+4wPnZu+RS999FvV7/+yLfo9buuZezz7YxJWf2/z8zT+x7/n/q+GGPsW+sZ+/2Hql+773OMfb6Dsbn99FnP/NT477+6hLE7/8WarxvOZ+znb6h+7a/KucksMPbb9zL27WON//7Hr2Hsxius+brzXxj7yiB754+fZK//v4+xd975TvauO/6ust5/fDFjP7rI+O9v+zhj16+05uuBLzL2H1HGioXKa6UiY//Rxtj9X6Br9qXe6t+r7e5/ZeyLPdZ8bbmRjmFhpPr1b22g6zih3Bcv/dbg739mfl+o7aCy7vfcX/36jy5i7MbXMVbI0zq597P6fz/yFGOfCzNp5z1s5WfuZNffvaPmLbsnE2zptXewH973orLu/7P6DT+9nLGfXEL//8urGPvemfq+cknGPhdmX/7XD7J7tk7ovkWWZXbKl+9jH/zFFsZ+ciljP72s+g0PfJGuWWZB936vsutXseIfP8ZWfuZO9vU/1x4XY4zd+dI4W3rtHSz2y3fX7nv7HmLsc2H21s9cz7Jf6GefuvkidsbNZzCpKFW97dO/e5E9+R9nma9Vtd3773RNZLny2uxeOp7nb2bsnusY+0InYxo/Zfv9h8zvQbXd/a+Mfamv+jX1/vXcr+j/Z/bo//0d/x89G6zYvf9O31t9XKUi3XcPfJGxyW3m6/6Zn9Dv4+P1fe38M2OfC7MrPv3f7KeP7Wcfvu/D7Ko/XcXY11fQvjB/kD7r2Z/r//3u++j3I0/V98Xv161/qH795rcz9j+nM5acUp5zP9D/+/i4skf/pL6vYoHe+9BXq1+/61rGvjxA//+TS+k/PZNlevbc9x/1fTHG2NeXM3b7J6pf23EHfYex5+lcml3/H5zD2K/ezP66Z4YtvfYO9vCu6Zq37JiIs6XX3sHGfvRWxr6zqfqXCyPka8uNledMek7f1+8+wGJfWcuWffoOJqvXmMr2z6TY0mvvYC/95ov0WdlY5ZelEq3F+z/P2Iu/od9Pbdf39edPM/blAfap377Ijv3c3UwqlvQP/y972Uc+c53uZyW/OMR++x9Xsat+/zr2lh+uYd/++nU1f//jR/ezD3zmc/T348YxTtn2PqDEb49Xv37D+Yz94kr6/5vfzth3N+v/fWKC/v7pH9f3xfekF39d/fpv3sPYf59I/3/ff9B6M3pufvuY2thFz2SZ9sT7Plf9uhJvMilL3+NzYcamd+p/xg0XVM5BHcv95yZ2+3UXsz+8sJcde+Ox7IYXb6h+lvLYNDml/wG/ejNjPzjbki/2izfS9VFbeS1+gfaNz4Xp2ujZX66n3xs9D9R2z3WEG9SWT9PfP/ItxrLxyv/r2dbfm98XR5AB2MIMsOSRzATPAiihlvXtRi07DMbYDYyxkxljJ3d11daQvKItPUOsx+BmkraY1QWruv1tH09gXV8YopIpPW4wils/dDq8LgfedsMTmBMU5lBdsyhlqD4h3E+Si9iwcffJfAolOOD2GMsyVnXRdzmQ9VJGSVunmxhXfCnSQaO6YIVRGs86a5piqW0g6sPBhExSD00NaXFhBGOsE4+KfXjUJeNtq66Cx1Gdkc1KJQQbaU5hNAYnPkrM7NBplI0z6vjXSM0noHT01tYEj5GELLrUvC6YMet1OUBFZqq2xBjVH3ojJA+Kjxg3P7JaEwzQGsgnsDzEMB7LYm37Wuxa2E158cggSY0mXqBaHUNfFmrf+HExubrRUmqKsseRAZI6FjLGNWlWZ28Cqlp4lS/GyF+wm2SGDo9xDXIj68NolFBqko7Z6QZ6NhjXcSv32ETGgaLMdO+z1T0hrO8L44lDOcok69UE82Pu3UjrXq/mSKp0ltdrjAUAgiDg5KXtSg1yV62vxAT58kWB8GCdelaaSVyUWVVTLLV1KaOako5o7Z6n7CWTrA3PYRAP5Cdx6bJL4XJUs0LUGCtnfX0EOoltU6tg+HEGu+kcliTjmjRlbJwl87cTy6DO/PO1EugCupUSCaPmWI3cz/4O+t5qJUBmnu67QDfJDAXR+Jo12vALQI+TOveualuF/fH9KGTn6fyGB4iBMWog1WD9MQCdmuAZ8hXoov3RqDlWIw2/HE5q4qf1lZ2vfI+2ZcY1wSWJnj1W14c3Wluny+uP/R0kgzbrNqzswUZ19wB1UAaAtN48XT4mxt9eKR8yXB8p5AQfAm5nebSh1sJe2leSUI5f7S8fp7Xo76C1CBjXmOaTYB6qBz5ndRdcOtJrgBpjJcDHP6l8MQZfMYH9Pid2Jw7iqlQansRBpPPVLF1WKiJQ7g5tpeZTkSVrFVLZWKU0q3MV1enqsY+NdBoudzbWXLNcrKLE6VhJ682oCZ3V+mNB0J9LnI2RBNjlrZTFGDXistoVHQA8IQSRhVzyYDA4iF0Luyr3gVr+b9QcK2+xuRig39G7vBbbqSQDMG6OlU8o3fX11Qg1vkr56piJ7yW+Nvp9sNd03QN41dcEH7EgmDEmAXgWwGs0v3oNqEv0q8d4h9zIIOn3TUFwAvCEwBjDjokE1vdV35wruoL41tXHIy2VsDOl1Cypg0sOesIDlVoCo7mpUgo50Y+A1/iGDPuccDtEzKQKFLCqgWkhRzVW4QEK9hweYxCsbNhp5kNvxBh090W8GI9ldQGcPD+MUdaJx9qycDGGt4TX1vx9w80pAP0u2/FRul68tsOoOZbV0T7cQr36zcXCg9SYoWud8QZazBPQsxoUhftr5+kmxggoCkKlRsYIVFl96AHlOrTVviRmknmsiq5BupTDmNOhgOBTKagzBHBp6w8ivVnBfOxTeKBSx2gETBt5wAZ5UyfVNcsuEPAJ9dLDrPdY8+MCrDU+Cuj44g2dODDtO54acen1glDusQNJCiqNkk19ES+mk3n9btTJqUoDt96NdJx6yYQ87yzv022Mxa0z6MZsKk/AqcbXOCV/AEomGIE3uQQUMpjMkx/tTHNufF7xghAhsKiWVyt7yTRrw+88QeQF4I2rrqz5DEqiZRsDi0B1Eyl+/YI9lf3DqDlWQyC4U8cXB8HdQKeyHxqNm2pk3fPjUicTysfVTRLltuXmiSbAehMuACsCEkYXMljTtgZFuYgDTgceHWP4w0uTtIcYjS5qqBM1b1alSfxlZun+EwQFmB408NUA4AYIYOiNSOLnt305rU09SWO5WaDFfdEXNW7C5e+gemfAuNuwAoJ3TCTRFfKUk0pq4yA4iQD5Uu9Dal9dCgg2XB8p5AQ/AjqSa24hJS6J8bnE6mPjiVtfe30QLKUgOfyYTuZxrk5XaG4RnwtJpgOCc3E4IOP5cBw+pw8XoANLhclysoBbWioh7ODlRla6/yr7mBZUZRcq67RjNe3BesBU1fCrrpk1xuKAu0OpcdZrjsWY9VGQ3J+21CoXr9Qjdyj9OswAnJXGWAAETwhBIYuMVMKatjXUIZqvFV+0kpAxAsFSA3GOLrhXAVNeT23UHMtqE1Wgcl3USRK1L8C8Q3SjBM0RakcsCFbs2wDeIwjC+wVBWC8Iwn+DZNI/+Bt/L3uNd8iNDBIwnd9vzL4ps9hGF7JI5ovY0BepectgG4HfsbyfMuTqoJl3aw73UwMVQaTGKbq+UsjCi4BBjR1AbE5XyIOZZL52VrAacDvdFKDXYYLT0O8my60/6sNMKg852FsDTB3JUewT2jAbHcHlqTQK+7bV/D3N6uNMsMUNWw+YxkepWUnbcnrIGIHgRrKxQG0ioexLaWbSs4FAsB7IaWS0D0CJhHy8uqY5PlYBkbxpiSkwbQBwA1jqigEAOlzUJGyX203nkTedMBqVZHX2JqA/K1i97jtW0TkySv7kGwHBOl3R+fVTA9OJlwyuWZLquhwW6nI8IXqvOqmVXaDkAQemfcdTljs2ouOL1sfeGNXZrejSP5/dIY8CgjWqBClN35cfV49JAsji/dwR9CCRK6Lo76IgSM0qJyYq17J7PT3M9RgPxddY2gG/24GlHfrH1RmkoH2OKcGTukN0chJpwY+lfd14JpzDKknCMa5ozWdkCyX4GukOrQuCORPcQ0Gsw2M8k7sRVYKeL84EB7voc6JDJkxwI4Cb+1I9p9IqhhtQmusZgxw4fdZq7ZSAbqkvh9GFLNa2EZjf7Xbhrv0F/OH5cQKmRgxVIyDY5aPvpdcdms+Ybl9uzM7aDYJ5M0U9gN9IF3vAmAl2eqlenDdyMlQlpMtjyPRYYADwuRxwO0TEESBwpgbvfK34O4DIEJ1nozFJUhoZwXzvcDtFeF0iFmQdJjijYp29EUoCGQKqFPIigduVBnsiAER8bhUTrAYe80gKAnZ5p3DJskvgi6zAMmEKc6nqDuJZqYQoB8FWu/8C9IzmJsvV7GyZxdQ5tkZG4Di9VLOqN7aI+2o3SSYUc4oqwSpY1OkRk4tVgJ2vjZJ6JtfM6r4oeMMIIousVMKa9jUYTgwjx/dFXxvFpy6/OVhs6Lg0SYsMB6btipqk21jNZ3WuM/cFaNai4osrSTqVRn66SfEGxjEdwXZEg2DG2K8B/BOA6wC8AOAsAJczxupMqz/CTAuCAeoyp2dKtr4iSapdwDxDO5mUFBZTDYIVYBAeoE2ka70x8yylkBF8ptlY7m8mlSfphRrAlX0poGrJKcRS6ckn85WgOWjirz/qA2NA1tNV7Ssbg7OQwmPhIkqQcHlcwPTuWkCVXRQTrCNRTozSORRF6oZoyAQ3KDkJ9lBwzhvcyLIiKVdAcPcGClz05pw2GhTpMaaJcWKdAdpII0Pm8lrLcmgCM30CBeiuUj9EADu9fgqKgt0U8BmC4MYBd9WYJPW6F0XqSmvGBFuWuyrMgfp68ERQGZieQIGMXga9keMSBAIzVb5UrCIA9Ckst941U+6x7fMylnb4a8abcOsOeTCXyoMFujUqEs1xdaykEgi9DDqfMQ6foRwaANoD1Lwv41Iy1+pjS45XQHDXWgq0dBkPWvcTOSeWdwYMG+kEPE4E3A5MFpVrq2YxkxOYRTt6O+NY8CVwZTKtq7jISCX4mcUZ44A+O5uepuSkv52SH93rjGcFNypR1vMFVNZp13oTJrhJwM1ZZ74Wu9aQnFFvdFEjvrxRQBDR785gdCGLZZFlcAlO7Ha7MZwPYCEtUQdlQ3a2wX3R11YJXAFSNOUTFRDMmWC9UWRlwG2VnW3TZ2fVcmhAH3Q3wqYDBkzwQuVaRpcSENJjghkDpCRKrgD2Tqd04w6AkuJhnzJPF6gG3Wp2VhQJdJtIUNN1EvAAEPa6MFdUlGNqEJxV+QKUMUnG0lrJQeDWDHRH/S4kGAfcscovMgu4LRRAQSjibWvfBqFjJZYJk4ilq+OcjFREVMzTvV+v8y9QYUXVIEdKkrSWM318fejuiw0wfWYSZe4r0EmKJb0Ea6PJfr1RQtlYBXAD1NVaPWKTm7IWre6LDl8YISGDjFTC2ra1kJmMfclhAAJJzkWR1ochE9wIOxuhUit1g0ItMO1eT538jXxZll5zubzeulcpBXIx/XF2jSTgj2A7okEwADDGvscYW8YY8zDGTmKMPfK3/k5N29M/Ah77r8q/46O0ufjalPEWgglLRUzw9vEERAFY11ubkfU4HWgPuDGVyNUCOL6p8OCSy68NmEWjOZ9q6wp5MJ1QmOCkBlABFQA3sIlqGPSYCCmJkuhBCQ7D7q4A0B+hh2vM0U7HxQOR2AhygoAd0Qls6j4ZAfdahOe3olCqDlQyjQ6sBxR2VnUOcwl64EYUsNh7LMkZTSSo1ut0lQCSg4H0DGXUuS+zmpJGZukCtYxpqUgATj3ypnudflBUKhIosSzzps/slGkznk0yLBe82OUPVrrRLjmFRoLoWSNg0d9JwVxCwwQ7fZWHQ/+JdM2M6lmtHpfTQ59ZxQRrgCmX4/GyB7U1UsMNUBbZDJhGlVEqerOLFWC6baaEtSZ1911hL2QGZD2dugz37ftlfP72bcTieQ1mdJbLG7ymSbTOIIHgmBilFzhokzL0uWU5NF/3OgBO8RUrehDy1t+rxgrKOqoCwZOYZFHEHX+FABGvTaUxs682SZLJF+Fljcih22t9paYIlHIWtGcjjZfTs0bYWQ7SqthZVU0wULmfjYCp5fnHJjJv7qtzLe1degAu38BxiSLga0OXI4N4toCsBKzydWGX24V5FsZCRiIwkJ7R79QvpRXgUSvf1TV/ezU7yxUD/Ljal9PeZ3KPNQS4a5jghWo5NKAP8BthuAFjJpivUdGhzOQ2YPqYjLmCC1JJNiw5AICIz4m5ko5EWRugd64xlcunZfO9AwDCPhemiyaAmx+b2dzZfLLMBJuB7qjfhSS4r8qexzJz+HUohG704ZjOY+DqXoWAkEchXl1qlJFKiDiUfgJWOrC7vNRpvQrcK8fIGdOyJFZn8kajTJ8WBDOmSJQVH4JA+73eFAf+mmUQHNRhguPV45n0JNMAqQuYbPm5KXrDCCGLTKGINW0kfd6VHidffPZv+wrjJFpDTLCOrFy77rvXk0LGiJ21DLg5E6xeHxo5tDaerPLVAOt8BNsRD4JflTb8V+CZH1f+HT9EIEcQaGF3rdUHA6UCPYw8IeyYSGBZZ6BmzAm37pAHUwkdSWN8jLKjbuUh1XOs0gxDpzlWPoUU89TNxnZzJjjUR5/FC/UTCsPNA1kFCBn5KjgpcDBjjvqjlEGdFdopwOIbTPwQfh0KQnLl8H9O/AhCy0/GUjaOJ3YcrPr7jFREkDPBlgFcD2XNeNDBEwllELyRHgJ62dhGa4KDCpjh4KZ8DlVMMKAvp2nUl5YJTk3Sw4VLrwFaK3ogR2oQ3Lu8gL8DIYlAzngsi7VFhh1OEad+5X6MLmRIFp2eNkjIpK1v2KJYWzOeUGTePPjoWEUyYr1AtpEAHVCAqepztOysnmyJWyPAAyDGXA2Cy756Nb70rxkTHNizUMTyTuPj6y43kFICdJ4oUBjuv4wJuHXLKGSZkT/d41LJoU32j46yRFkJfjibyK8d3zN4DaFeAzrF10LJY7p30LF5MZxT9j5VYMCSExgpRTBaeAyn950FqRTF7P4Xav6+JGXhRAN192VgqpFDc8kwQPdbekafWWxkLerW6c4Q28EBYPtKWvfahngABWANy6E1rLPTW7lP25TZpHrJn0bXva8dbQIFlmMLWax2RbHb7cYcCxETzOeg6smGuS8rwANQgKlJIsFOdtYbrQbBxTw9azh483fQd9drxLUo6XWstk5XPTu5Y6XpcY1nKKQ0kkMDNMpwRo+dzcwR8ODMU9syIgAMykQSrP79HPY6MS2ZMMF+FROcnqllwgEgn0ROIHBr5i/icyEPN4qCuwoIPjX1LA64XdjoPRcA4O4iWbkYO1j19xmphJCYa0x+qpXXakGO06MvYwYqCohG5LXqz8knqceImp3VY4uBxmMPvc9Ry6H1vk8TvoJCFtl8EYOhQficPuzOz1Yfly+q/xyTSzSPuFGJsu41U9ZisJvYYr0xa3nrDLepHJr7KjdXM0iSvMrrgYGjIPiVaUtOo8CAy6B5kyVu/ScayBkrm9r2iYRpNrY34lWY4G4KePiDRi2tBSoPCd2gOY2kbI0Jnk9LKLQrNUVcGpwYp5uQbyBleY++Ly5J8hsAe4Dk0AAwIUcVHwRIk3N78eNoGL78Kmzu3YyO1adCFBgyB6vZnKzCBMsufyULWM+0wLQsX1dYN7PmWI3KhHjmjoMb3tCJA9NgNzGdukzwIppwARUmWN08ips3YgpyGgpkw/1wpibQGfQQCM6mMSWUMJVawI6JJPlisv7s2UYCdIASL1o5dBW4j9JPg7XY0MNBD5i6g5XPKMuW9M5jAw897iutxwQr68blpRpT3Ww9sc4ludJURs84CJ4vs7McmNKa3JMNIpkv4tBChpJ2ur5or5JdgXL3ej3rUOTQMxwE82Mr9xNQEmjeCAFiPcma4mu+6La0V+3NKGwOZ/iU5mJb/A5k5RiuXncVpj3L4V6oVUCwRpsRuYPE5qjrj1NTlQQJoAQzrBK0qq0RsOiNUI8HLTDlzdv4ewCD4LIBX54wSeGrjksB9xxs6sk5y74aTDT5OxCS6XNGF7JYK/ow63RgwSEgLZUghYfofUaJyEZ8adlZnlQog2CFndUDpvlGgWkbBf/8+ayumwXoXEaHKs8ctS2GCWYlTUfvuUrAXP4+xvv9WMYJpyhghUkSLeJzYaoMTGMqX/PVgNsTpv1ebzaxlEZC9tS9n8M+F6byLgBCbU2wIFZAAFc96SXgpRSyCgjWm33Mjdc755zBKl+3TD2BSKmE9W0XAAAEJfFVUkvqQQn4EHKNsW/absNaEGwkYwZU8WIjwFTli1+7KmBaz9ciWWdAnwnW2xMX4UsEQzGXgiiIWN22GrsKcWSdYVz9gyeQkYr2gnug+prxe5ofWxkoG/izelx6cUV2gZ7/Ll/199GNPY4ywUftb2VDp9HPkSfpZ+xQRcYI0IadnqnNkCo3TUbwY3Qha5qN7QkpILjvePosnt3ljBg3E2DKpCTisse0Rheo1CDPdyr1zAcfVXyNV/syBR4pSFySZPLg87pI6v2yrAQiBx8DAPx84hHEHA70sqvpMwaPBQCIsepAheTQ2caCojIwVQJ0dTdvwLzj32JqggEVE8yBqSpJEu6rMGZqa1R67QlRVpozwQkDEJxP1LJUjTIeALE1MzswEPFgaiGOdSl6ODi8E5hM5CrrQy9b34gcGqB7SA2C42Oa41J8aeWBQGN1OYCittAAUzXI0ZMtlX01eFyBbgpceYOoMuBWfV9v2PAek120NswSTd1hCmBnWLTiAyAm2OHGvhQB123jCZMkCa0PVmfddwRo7xgvKt+fn0e+JnnwCtB9aBDEAsB8wWUJBB9KCcRYcnCfXYBQkrAlEkPY1YFzBs9B0dcJX7E2SHEUGgQegkBJqxomWG99aM4jZyGs+hIdSj2rGgTPVsAbUD8oaqQ+3d9Re1wBFcOtx4qUfTW47v3t8BVjAIDRhQzWlii0YV66hnGXcj7V9/xiffnaNJJyZc2Va2eHCGDZIVH2tVFDIR5s8/OpBqZGEtTFMMFArUS5CpgagRzylZTdCHqdcBqMEQIIBE/kvbW+MnOQvW349n27kZVKxuu+KAElCfGSx7Q0CqCa4HhO+SyNL/jaKolur8lazKeQhg8uh2DYJwGgeueI34WMWAHBk+lJ/CV9EFcm0wjwpLJyjzHNHlzuR9JIglXLBJdH+0RV7zG5ZoJITZ8s+dJ8ThlwW/QFNBZ7qJMxskznVO3LrSOZBhYHuFV/t7ZtLXazHGaLPjx9cB4HZtN0novZ6lpeoPHj8uoA3OxCtQLCLDnYSHmUXlyRmad1X05EmqjQ8slXfVMs4CgIfmVaz7FUAzzyJNU3ZGarmWBftDZjC6iysXRZzZjgnrAHs6k8ikvPphf2P0w/tcC0fENq6pIARQ7tg9+CxBAApkph6gg6/FfFlxHgjun4SiIr+uAUBXic5su2P+rF9mwb1Qnu+jPmsnP4RXovzkozLA3TLExngIIIWScbGxQalCTxgJWDxPgo1Zjxh57LR8em13wgnyLGxGo9WrCHHly8iVJ8lAJ2vzooihqDN6CxgK9jRaVjt7qDctmXATvbKMMNAKtfA8RGsNk/gWJsHGvyJLMVveOYTuSMEzJFiaTvjRxX2zJq4JFLEJhITlSDYCPAzUc9NOJLC4J1mT40/9ADiGljcmWtJSeqfXF/BmyO7KyvtugKcmCqfG9+bMkpyIFupCVKiGwfTyi+jOXyjjrHFvYRszSVc1TPSOfqBDUIrlN/PCO568onu0IeJHMlMH+nSno9iZ1uF6YDMVw08Ca4RBeYJ4wAq17zjDGIxQaDIkABiwqokuVaObQRWFxMokkPcAd0mGDt+mi0xr/sSyMbVh+XWQDWSN09APja4cjF4HM5cGg+izUS7R0uLyVL5ksK6DIC3A1dL6UmmCehtXJoh4vOo7aWF6DjcrhpGoIVK49kUj5LPUaIm17HWe4LaIwJBirPjlKR9r8aEJyoTcArazFRqt+sKuJzYSyvPO80EuUFhPGdB/bg4d3TxoyYxGv83XUT8GGfE4lcsXZv0AP3er5KBaCURwrmo9y4RX0upOEv+7p1962QwXBpQkbYrxyzwT2WyBWpH0kj674eEwyYy4bdIetlADUgOKZ8h6jxe9S++Hex5CusNJAqVv6eyTo1wUmdtdgoO0vfqZila7ambQ0SAsN+gfaMuZRkvD4W6auanZ3XXC/uS+9Z1gAwdYdACgjN+lDHikbHxV87Koc+an8TcziBJZuBQ0+q5K4qJrj8YIxV/52ykIfTtFmvM+jQCBCbIzNgzruUAskDD1fN7S3JysZiKlFOIVNnxAlQYYKnE3lg6ZkE7kvFWsDt8hMgNPCVE3zwux0Q6mza/REfxmM5YO2lwMgT+OFz34HEZFwwHy1LOeEJoQSxBtxnpBKCQg5CIzd/x2rKzO+6i/4dH1W6DKse0GbAtJF6NIcLWHUR8OItBP4SCoOp/nsjMNBoZ1IAOOGd1Il89Fm6Xq5A9YPIaH0sBnCvfS0giDin+DgciUPolGU4iz54/ZOkWqjrq4HjWvdaAs477yRQykrWEjINNt0AQHLTQrryoElNVdQDAK0Td8iECW4QBAMVpYB6bi83E7BYVOYRmzEsbqeINr8LBwrKPjSlyPxTkyj4KiBn23jcpFFKEnnBC5/XHAwIgoCOoJvGiax/PbDnPnqoJybovHhVQVUdwD1f8JiCe6CyV+Xa1lAncsaA5AR+EQ5DkJ24cuVV9EZvBCFkkJMqzIBUkuGVeVO9xljMMpDKxWhdVoFFG+8xLTurBaZGgJsz3I2CRW1jLLUvHqQZMsGN+RKy81jS5sXoQgaRTAzRItDWRv7n8iIlJpuVeQMKO1uonP/0DEkM1Qk/Q2DaKOscpZ/8WV+uZbXAzi6mO7TaVy4GgNUCbrDaBmPKuUjIbsM+JNwiPhcmcm6VD8Uy80g7aP3tm0nXBR4Lpfpy6JDXhUS2AKbd8zLz1Wy60bpXfCfk+uCeH1sSASCXQDwfx807bsaZLAxfIVCekcyPS9Ac11wqDz+aZIINgakB09eQL80602WdDQB3IzOJ1e/jSjkj6bVcpDr5Kl+LYJ0BpJPkY207jVjbpqCj2VTeZH00mOzXS+wYrcUa5Y9M+7DV4xJF/fWhTZAAJuvjKBN81P5WtuQ06gjKazvVTLCRVFPVBRWojBfRs15F0jiZyAPLzwUOPFKpn/V049jP3YNHds+Ysm9CSUKKmY8sAio1hDOpPLDsLHqIjW0hFkJ9XLy7oEGAnqkzToVbf9SH8VgWWHMZ9joE/GbvH3BVtgAp142esKfsKy0E4dBk2zJSCWExB6GRm9/pBo69igBVLkGJC3V9KaA/fkI5roY3mlM+SLV82//YoK8Ga4AA4Pi30QPp6R9W5hFrATdgEqA3CBaHzsCxiUfQUSRQEMYA3P5JauJWXvc2gIHBzTTeaeuttV3KAQu+GjguPi/3oKKASE5V6sjL/oyC5gZrgrn0nqstUpO1TLChrxQKDgUE172nvdifCwJLzwJeuFkBi1PIeKjerTPoITm0CeucFXyWAsuOAPUUwDFXUvf43fdUj0cqH5cx4AaAFLyWmGAAmO6/gEpEZndjan4P/hz0wxU7FkNROj6HPwqHwBCLVZJoWamkaqrXwD3dtZb2+oKqo7AVxrTR+mOgGpiWlMaBVUxwnWCvUcDNpcJyifyq5dCiSN/dlprgdqCYw4qoiNGFLIrJGfTm3XAoTHAsW6xlzbg12k+AB6ycdeOS8qp90WjdLwJwq33pMsFmIFiwLnfVxhVlX3rMkf5ajJXqJ5oiPhdKcFAphAaYJgQOglOqAF27B5OvDKt/P4e9LhRlBtkTrY6XrDJiEpd51+9EDVCH6JhMTPCN225EqpDC+3JexBBEmHemd3pQEFxwFCq+CiUZiVwRPpZtbO/wRmuZPnXNJz82O0BOM0zwIoFp+bO4L630Wv0ebo0mxZV1lksugDGG1RHqXbMLxEKbM8G8nM1qozuDjs1VSj4j5c8iYg9t6ZOWdXYHQYlII6XAUSb4qP2tbOg0Ypy2/YH+rZVDAzpMMN00cdlbt36lRwHBU4kcsOI8euDtuQ8AMFqMIlso4cGd03VBThreunU5nYp8ciapMMEA8PKtAFg1+wYom7o+I2ZlHBNAcuhkvoh4x3H4Rlc3/BDwsZkpjLHOsjQbALKOEFxS9UaTVZjghm/+495KcsEdt1e6eWuPS1ce12AABgArL6Bulk/9UGGCdXzpss5pYtodFqV4AG2iJ/wdsPX31Nir5noZrY8Ga9+4bXg92tP7cJaD2MVVHRtRcExiMpE0ZmcXIwsVBEpc7HsImHyJXlMnEzxhAIKh2qKh41p+DjVg2XE7fVcpWc0EA/rJH8YaZ446VwO9xwEv/Yb+bcgE6wfoBS6HdtUBwWEPppN54MR3kjR/5AkgNYmkk4Lzc9Z0YjqZR1rw0/HyGmVuypxPK0mtjqAbsykJGDyFml9t+wMxwVYZbikFJojIwUJjLGWv2t+mlInsugs3jz8MGUB64XxE/XTvuAIUSCRilRrkqvFqjSSaVl9C0r+Dj9V2DgdUHTyNgqJFMsHahk6AMQuxmPtZ7SszR88zNbjn/uyohVdA4eqQRJ3k0zOI5v1IyeMAipREMZSFNl5/DKAi9U7PVEZCcTP01Sjg1oLg+erXAXPg4Q5Yb/CojSu0Y4S4L8BYolxw1wXBUT8xoiW3qk63kAMKacRAn7/fjAnOV2KP+o2x6PcFl0Zpox79BBive8VX3EITLgCI+NyYl32YleK4acdNuHT5pVidTWGBBRHmTDAAyRGAi5dOADTGC4BHzjS2d2hBTi5G11GdkDGTKDdyP2vrYs3qj7U9QvJJUELG4trXXnt+jFo5NGDI3jcKuJ3FNBLZIoIABgpFDDuIYZ5N5+uuRXvl0EZ78CJKzLRJ6OxCtS+zRORRJvio/U1t8GSq/dz1ZwBCZRQIUMm8aUGVcoPGLDSM4IzoVDIPrKDW/XjxZgDAOKMH+pbheWOJsnJDpiyws1w+OZ3MUfDfuQbY9nv6pR6o0m18lEIK3rr1x0ClQ/Qd+x7G4x4HPjw/jzZZxijrqsihAUiuMDzF6ps/UyghiFzjtRCDm6kr6Iv/q3Qa1gBT3uVTa43MmOMmisApHyA2PaHDBHujSot9zYzbRqXX3E75QGWeZw3gNgDBi2GdAWDd6wAArxOfxAyL4MJVJ4OhhKnssP2Ae+ObSQb95A/o32omWBSVACOm76uR43K6SZq/685KeYNuna5WbZEnuVej5/C4q0nCPv4Cyae0YNEIeOSTyCtdUK2UOMwkcsCG11PG/ZmfANkFzIv0gD1vLYGdyby7/NlVJqWRtlhn1xFwYy6dp2uy4Q3A3vsJeOsl0PTWfZ43/BLq+utW9sVRuQ3oOwGxXXfit4mdOC9bgN+1BA6lk7U7SMeZjldqXjNVTHAD12zZWbTP7r67Ul9d1RjL6B5bBAhuX0FAOzZSW8sKEIMkOOxhIQKd9IySS/oMN6CvSlAaHzVaEwwAy/w5JHMSnPkY/PkoSqwI0TODWIaDYDskylpgqmkuBii+bChv0D7rM3P02eqaYk+YErC6+30Dx2XIBGvl0NC9nwFgoeSqG3twWXDBHan4UmTec4zOzf6ZFBjf9wzAQIp56wLusNLlPu9UgWDGdCSodaTXxfr9BPixzRc9+LFHhlSS8NETPgpXPoYYQuXvAgCSMwRPKV0uO5tPSwAYXMVM48BUnWTUghx+bHbUfOqxs4Kj+vt6QgBYpXyCG489rCZkyr6UfUdPDl2WTOv3xmm0MVZIyGI8ngWyC1gjSZhy0jHMJiUTNU6DvvRGVmUXNI3uDO6xxfRZ0aqjrK4P1bjVV7sdBcGvVPOEaLROMUtBrPqhV+6iHKv+G177Vqw/P68j6IFDFDAVz1Ew2bG6PHbpoERB1/bxBFJSSZ9hUW7IjEV2tivkISYYIDaYP2DDWgBnxIilkJDrS68BoC/iA1DET3b8F5Z5O/G2OG0Co6yz3NkWoIewv5QEUzVWyEpFqstpFFAJArHBBx8lwFgDgqOG4H5RzQeOf3tF7qM9h0Zdthc7/LxzNbHPgA7wMOhsvBh2FgAiAyj0nQSXUMKCsxtnLDkOAJDCIeSdPCgykCg3eh57jgU61wKzu6i5mPbhoKdKWAwYAKieNbsAbP0d/btGoqwj5V0suD/2TQAE4PHvKr50GFMDOXTewhgygOTQM6k8mMtPjLqS1JpmbRAF4OxVJBseziiBnw6oSskeBL0WQHDQQ5I0oCKJzszqyKGNZWQlF58xbn5cHQEPRAGYSeQgr7kU/yodRE4u4s1JT1V5iT9MwCCbrNS8ZqUS/FD2uEaumctLapzd91RquXXl0DbcY8dcST9fvrUybkrti8+iNwr2GmZnGQFuDu4DFpjgxdzPHSsBABtyLyCKFETICMh0j/kCU5hPF2yUKHM5NGeCdUCwqa9FAO4yMJ2vZjC5L0AfmDbiyxMiUFNmgg2k14BhkmS+YK0mGNAAU8XXTJH2n0SuiLmiIuk1AKYZC0oSzr7mHEE6d7KsNFzKV59Hp5ueAdrEhXKc80W3pdKNqN+FYYj4TdCHK1dcgaXhpXBLMSywIEKqva7kCiKILJI5YlXnUxI8KEBkDSY9tddeW/MJmCsFGh3HBFSuvRHrrP4+ZV+NSq81x2XKBOv4AhpmnYPIUhldNoa1UgEpVxoQCpSANUr+NKoM0+6vpaLS9dpCne5iVGjqRH4hS8BWd30YselHQfBR+1vaEmVUkropFlC3MdZCsb4kySEK6Ap6SA4NVNhgbwSH0rQsZAa8MBLTB6ZKAJaGF4E6vgACwdMcBC87q/ILLajyRWt9FTIAk5EoWXsQDUR98HTfi5ncGD51yr/Cpch/x1hnmekBANkTQQhpJPPF8muzKQn+Rmf1cTvu6sr/a68ZlyjXjLVaZN0FlykD+tJrQD9J0igo5XbKB+lnVOe4AONA1uqDSGWODa8HAHg6l2JJaAlcggcO7wSmU0V6QNSs+0UE6IAiiX4T/b+2uRign7hoVP7EbeUFxPY9eyP9u0bKqwcGFvHQA+ieWn52pZRCT3pdyOiOe8hCmYdZ5z7rDnlQKDEsZArAideQ1BXAeCmC9oAHQa+A/o4sHkvO4lmPB89PPIOts1sxn5unpFM+iYSFmj6A5NAZqURjU7gkmh+n9rgAXVVCUal1rrd/OEQB7QEPZlJ5/MRdwKN+H66dm0ek2F4FggORduWjK2qcjFSk8WpA4wmZNZcA8RFqUOj0VgIhgNgDvdnOi2kI17YMWHIq8PJv9eXQgD5juhjAveYSwOkD7vk3FcNtgQlejK/u9cCys7Fy3y/RJxA47fAug1t0wxuYMmaCy93eG7he4X66RnsfpL9PzxDrrTazOt2GEiQ+2kP5zOHMXDUo5b4A/fPYaImIV8XO6o1jMpOFCiIW8o668QCXQ2cc4UrSR/E1WQyWt+F9/DY2YJ2tdGzmdbhzwbVEKExvU0nKNckEPQl7XtVUz2JN8DMdExAY8KHVbwEKObjkHJJCCF5ViYnsDiEkZBDL0B48l5YqpRSN3M9awJSNVbOl/D2GSoEGa4KBasBd48sMBDfCOivvVR8XYK0mmMdUDbLOQWQxHs8BuRh1lxcAp3daaYxlnvxpvMEYTyQoi1ydkBEVdr0mEbkIdZ1aDq1XSsHfY4fy5wi1oyD4lWx8XrAW5LiDlLGtaYyVBFx+JCVmiZ3tCXtIDg1QcywACA9gMp5Db9gLQVAk0bqMmNJsxiIT3B3yVjPB/Dg8YeQKJcjqbtRGDb8sdIMEgG2xx+HueARrfBfj7OWvAZadjZLgRNLVgZDq7wVfFBEhjYV05eEwHc/AyxZREwwQGzG4mf5fjwkuSZSNU1szA8nP/EfgmDdWfHLjYEAL4JppdLDmEuDNPwWOuar69XL9ik6SxNVAPZrKxGMIBA8tXwOH6MBAYAVEzzjJ6U0SMos6to1vpp9aQAXor8XFss5uP42ASnGmT0+ibAMY4LbxapJ6G/kCqv0po0Ayihy6bmMsJZk0ncxR6UYnddTcUoiB9f0PNv1qE5Ldn8dvPXfgPf09eNfT/4G33/l2nPvrc3HmLWfivc4F3B0qgImxuofSqcwKrpJEA/qNsQDdhIzkVECwRdXK3uQL+L/7fofL8jKuTqYwyaLoUIHgYIRATyFdAcELmQKCQg6y6LI+8ozb6ovp594HCChqEzKm677B9bHxLdRwcf9f6N96LKYB8Ghor2pbBpz/GSoD4Mkf3Zpgm9b9mf8Ed2YS73HcAwAItfVhZXQlRO8E5jOSPuNRyAJgDcqGw8BJ76XSl8mXCGAYJRJqkp4N1gQLAnWy3/ZHQMrUAcE6jGmjcz590UqwnJ2nJIZb1VjLrEmbO4hMoVR/dq/Czo6HjwPm95FSQPE5nvdibQ99531zeXqGGLBUlhpjKb4ORU+hF/Y9pM9wA/qJC2W/ny24LCXsMhjBofAk3pFIond6d1ktkHdFq9/oDSOELOJZhQlOS5VSisUwwfx6GMldVcdStnyiOTl0LqYPqNTv4dZw/bGOL0GsXs9ayXTZV4PNJB0uMKcPYTGLiRiXQ9N16euaVxpjmTQMbGTWMlCdbMkaAdOQjiqhSTk0L6nQKkn01n2jjcyOYDsKgl/JZgSCBcGApSLJSUYqWepk2B32khwaUNhZAQj3YzKRw6qeAFYMzOMPh/4bV3jiuLq4H++9+7349KOfxo1bb8Tj0y/gca8XM+FDeGjsDsT06l1VxuXQjDEg3Ae0rwTC/Sgx4OzrH8LPnzhIb+TBnjp4KM8F9NQ9rtHkKD77+HVwFJZgUH4bvXjBdfhN98fRFfZVjVdyBNoRQZrGrwAoyQzplLLxLPbm3/x+ShpEl1a/blbHvVhgGhkE3nJjdXYUMJZDN8oMqI2zptrz4nAqWUudmuDFnsP2FcAV34Gw+f0AgNXRtXB4JzARMwLBi2SCAUpcrHtdRQmhNm9UP5EALO6arSdwD9GpI73WWffNPIg2vJ7YQ0CfCQaqH7IqiSFgoTGW0mBuOpFHicl4Yv1F+EhvNx52/wrMMYsPHPcBnN32YfSOXoIfTUzhh+vej++c/x18avOncPnyyxFHCXd2JXDL1AfwsQc/honUhKEvzsCWJdEnvoPk5L0b9Y9LpwwgL1KQYiWQbQtlsUf+IYZCQ/hc30UQQM0C1UywOxAFAJRU62MmmSMmeDHrMNwP9B0PgNVK5QH7JMoAJbJEJ0mind7aoEoPmJaleA36Ou2j1Kjt0JMKoNKsZVMmuMF1v+pCsO4NeJPjEQBAtKsfa9vXougYI8WC7jlcJOA+6xPUYPDPn6Z/+zVMsDdM9fw1Sc9F7MEnvZvu1e1/rK1lBeqA4AZ99RxLaoRiXpFeNwK4A8gWSpbl0DtDSjJ89z1lYDqS82FDXxhel4j9Myn9xEWZCbZeEzyNNqBrPbDvwTLwkDxRvPdnT2PrGJfa6q17BQRLLksJtAemfgpW8uM9eVfleim+1CZ6w8QE64HghuSuPOGtxBVcoqw2PRaTscbl0DVM8II1X/xvmvGVi9O+pE6qG/pqvMRM8ITQ7ZbKcuglxSIguxCOzGIuJYE5vfoj1riyo5E+K+rGlOW5zjqqBMP9vsHmhLk4/ac3QxowWPdH5dBH7ZVg4X7giu8AJ7+39nd63YaVjSadL1qSDfeGvZhKKiDY3479J7wFt3QPYlj4Ofa5Po/p0PWYwxNYJvrRXZLBwPDs1LP41rPfwgd3/wwf7OvGfP8D+NqWL+Di312Mb235FsZT41U1tty6Qx7kizQGAABwwXXAmf+E6WQOM8k8/rJLadLijRBjWsxV/li5+efq1OXE83H881/+GWDAstKHMRFXfA1swh/F11Q1xQIAV7ANTkFGIk7ncS6dh1dexINIbce/DfjU/tpNWFvbBVSkeHZn28xGaLViUzNiqRYLuAEK/JQ6v+O6N0Bw5LBnfsR+JhgA3nYTcM6/1L6uJ81vhp1dcwkB02BPLUPuDRNzW8iofDUBuL0R8ucK1ErW9GpMlWAvybxwO0U4HeaPhu6QB4IjhZv3/AAX33oxPjB6O14Md8KduAJn+76Jj534MVy16k0optbhtFweZ3h7cf7Q+bhmwzW47rTrcOvkAt51cBXO6nw7npp4Cm/40xvwq+2/QknbRRokhwYUJhgg8PvJ3UD7ctzx0jg+etNz9LqhKiGFvGit4VdRLmLU9SOUkMW3z/s2AuuvAAAcKoSqmOCyr2zF11Qij4CQb2zGuNrWXEo/9UCwqUS5QX+BDmDlhdS7QDvap+zLpnXvcAKv/y4FkHoMNw/2dJKei+nLIJz5T3AI9FldvQNY27YWRSGJuexshfGo8rXIkoNQD7D574GRx+nfNUywEVhsYM4nt6Vn0jSAZ39uwATbVBMM0L6bmaNO9toOykCFidPxxdxBFEqsrhza43TA53LgIPopGb777nIsM5z1oj3gxvLOIPbPpg3ZWRnU7b1eUovX4SZyRWDl+dTFPkEJt8mCHw/tmsF925Wmbbq+eLPR+qzzX8f+ip3xZ5GfvQCZgYtp2kZ8FABQ9FQDGxysOAAAtX9JREFUD6c/gqCGCe7xKPFKI+ujewMxkQceIbmzlDJmgtXHVsjS86bRJlzqz2lIDt1g7MG/V1Wts0Vfi1G8eULocuVJDp1dIGCU70HJOQapJCORLxmvj0X4qtTC8w7sOsDUjjrdVRdRqdKOO4xBsMm6b1hJcgTaURD8SreT3k3MmNZ8UYOazyDSUtGyHDqWKSCey+C/nv0vXJV4Bl+eeBAF74sIuaK4YuD/ILXn3/B517H4vwtZ3Hjpjbjvzffhkbc+gp8OXYWfj0/Bf/BDuOV1t+C8JefhF9t/gUt+dwnOuuUsXHPXNfjxyz9GRgnq+fzNsiT62KuAE9+BCYWJfn5kgSTRejWmFuTQo8lRvPOud2JvbC++ds7XsCwyiIl4JQs/ncxXNcUCAF+Igom0MuZkKp5XSZKauPlFnSBAb6wV7/5rd91F2ZcmSbKYDduKGcmGbfJ1Yg/Nvt0T36U//okH6I1IkqyYnq/FSJK4eUIk5eWzfKt8cRZT9eBrti7nsuuBd/xGX1pb40thVyx0XE0X0rht+EYEVl6Px2dvxYaODfjmud/EA1c/hMTkWegNU7B0zEAYSaZcE/UDXZYhFDJwF6K4fPA9+MMb/oBNPZvw9We+jnfe9U7snN9Z5Y+PWJtNaWraADy4cxp3vjxBwWSZ4a5lBrKCNSb4f174HyzIOyFNvRErI6uA5ecic+o/4c/FzdVz1x1OZAQfBJWv6WQO7c48hMUGDmsuoZ9ayTBgrIBwegloNmq8f4EWvAF1WOdFrMX+E4BLvwpsukbfl1zQTXouKtF07FWYc9D5WzIwiDVtawAA8dIwBfE1vppIap358cqeU1MTrLMW5RLVpS6m6eKmdxGbXkjryBmNGsI1WH8MACsuAKJDJF/XA9wOJx2zXvM5Zbyaz0ICPuJz0T279jICcLERME8IyYKAtoAbK7oCNCvYgL0vOPyw0u3d63LA7RSRyBaoL0MxB+y6CwCwwOiaH5jlUn894JECc7ghwWW6LxblIr797LfR6x9AYeE07O96Dfl66RYAANMwfS4OgpXE3nxaQq+3UPkeVi3YTSq+bb/X76AM6IPFxYzb4eApNkI/TVlnHVDViC/RQXteQpmmkItXN8UCaB0Koo7MexHJ/mA3lmCSmOBcDEU44ZaXYL4wDIApdcEGNeONJrU6V1MzzmzMRA5tpsZpwN/gyVSW8vJvVb70auGPMsFH7UgzX5uhHDqdty6HFr2H8LY7rsZPtv4EV6y8Ar98zZ+Q2v1ZvGv51/DRk98FyF6MZd1VAVibtw2bnRFsyufhEJbimI5jcP051+P2K2/Hp0/5NC5ddilkyPjv5/4bl/3+Mty04yZE/RSITydzVd9hIkb/TuSK2D+b0q9n5TOJDeqPt81uwzvveifmc/P40cU/wjmD56A/6sNkPFceQTCdyNUwwb6I0uE1oTTlSORUzSkOAzu7mAeRJV8mo4SaYWfN/OlKkuw5rjXtawAmYDS1zxgMLLL+2NS8EQpkCuqgOUlsrsNl/HdmduX3gb/7de3reixmMwE6QGUH6iZ0pr5oLSZKXlO1xUhiBG+67U340dYfANm1eE34m/juhd/FJcsuQU4SUSix8qzd3rAXEm+MpvZVyEAAQ5pRF/uB4AC+f+H3cf0512M8PY633fE2fPvZbyNbpIQUZ4Ln07UgmO8f+2dSJus+iQx8EAXA6zJeI3859Bf8+OUf49jQxcjHNlGQ7nBhdNMnMYkOdASr94+sGIRTUoPgPNqc0uKVHX0nUqC+/Jza3xlJeRe7NtZeRveMHuDWC/akFMmZ9RJ8VuzUD+qrLfTq05tRdjhceGDoH/Gn0pkY6opibTvVqueFUZR4ckLX1yLOY7AbOOUf6P+NOpXrJrUW4ev4v6PRKkADjbEWEaCLIrDp3TTlYHpnLeDm/nSY4JLLWmd5QAWC11yCOVbEd0bvxYc62xBY+Q385NDbsR1fxJTzFvzWLeOP0hRu23cb9i7sVY4ziYLDR1Vhdco2AJJEJ3IFYOkZJGHfcy8AYKZI1+HgnBoE67DOrvr9BH7y8k+we2E3Pnr8xwE4sc+3kTqh77id3qA5j55gFE5BRiZN12wunUe3WwHBja77Y94IzO2lawZYq9NdDMgJdFL/kRdvoS7buXhjjbEaTsicTyoBuURxk9aXIBBT2WwnagBY/RoM5XZBSIyBZRaQEkOIupYiW0pCcMapFMcoObiYSRFykcoAjOTQun0ZUqSocfms+xIE6gFx4GFgZpfiS2d9FDLUqZrb0Zrgo/aKN12WqjE59P7cQ/Av/QGyxRx+eNEP8cUzvwhWbAMgoC/ixUDUh76IFwdSTh0wQJIkp6fCvg2Fh/CO9e/AZ0//LG66/Cb88rJfYmV0Jb729Nfw+effBVfkGUwmMlXfQc3WPjcSM2CCaTPQdqKWmYxfbPsFrvnzNfA4PPjlZb/EST0nAQD6oj4USpTBS+WLSEsl9GiYYG9Q6fCaogzZZCKHgKAco903vx4726oOfE4PBay6cuhWMcE6wNQmwO1z+uBmPZiVDrTcV7XjKP3UAtNmfDmc+kCCr3t1INsM62xmeqOElHssIRt3lt8xtwPX/PkaZAoZ3HjpjejOfgC5TCUgn1Vq67nqQxAEeLwBFAR3tS+e1FJ1dxUEAZctvwy3XXkb3rDqDfjZ1p/hjX96Ix4fexx+txM+l6Ncu682vn/sn+G1WWL19VI6UadACTTBoHbrpZmX8KlHPoX17etx9Yr/AwDlbva8FrlKDg0g7wzBpZozPpXIIyzmFr8+RBG45g8U1GrNgKVatC93AHjTj4GzP6njK1Tb1GkxMl4rpsfeNwMWAZz1hvcj/M4b4XaKiHgiCDk7IXonkBa4KkGHEVvsHnz+dcD77qWEk9rKYMCmpFawC1h3Of2/XmMboPq4GFv8XnXiO6lmXErWAm7AsJts0eJ4NQCI+F2Yy8bwX3NbcNmSAfwk4Ma8w4FSbgCndF6CoNsHZ/QZfAFz+KwzgX977N/wxtveiH988B+xLTuNnOiD3+WAKNavxQz7nCSHdgeoM3pJAjwRzOdofR+YSVMJl+6omBRKLlobRiqSl2dexvdf/D4uX345rlhFJQ2xnEx9GWQCFo5A9TVz+mjd51IxAMBCuoAOt5Lka/Q+W/96Akdbfkb/tiKHXgyrCAAnvYdYzL33kczWkAlWsbOLqT8GaJxbegYYflyfCeb+mm2MBQDrqdnihXga+dQ84iyAft9qAIDDO0bPHoP10fD16t9EEw523EZyaEGsZf+N9ntPg/XHAIFgJgMv3EwJfC2I5vGA1GSS5Ai1oyD4SDWDxliyO4h8UTbNWhblIr7+9Ndx075voJRdhg+v+b84Y+AMACiPTOqNEGA8aWkbdsWUZZKvzqDnRB/8Jn5O6D4BP7n4J7jhNTeg098Fb//v8F87PoDHxx8vv2c8loPP5UDY68TzIwv6bE6ZCa4EzdOZaXzkgY/gG1u+gTMHzsQtr7sFK6IV2fhQOz2Qn9g3h2nlmLRMsKA8LIppAsFT8RzCQouYYL2xVq3MtmnXh9L9t3VyaD1gap+vsGMIaYxUWGd17WjLAvQo/VQnE1qWSDBmZ20H+Cb3WKzk0Q1iX5h+Ae+7531wO9y48bIbcVLPScrYs0pijIPGLtV9FvI6kRUDuuUN1Fm+2lfEE8Hnz/g8fnrJT+ESXfjg/R/Epx/9NKKhfKUxlmKMsXI5xb6ZFIFIdb0VUC45SJl0kj0QP4CPPvBRdHg78L2Lvod+Rc7NSzc4A90erAbBBVcI3mIlAJtJ5hAQjqB7bN3lwJLNta/rNXVqBnCbmSkTvDh//VEfzl9bYbj7/SsgeiZU0nwdYLrYe9rpBoZOrX1dj30rH9ciA8tTPkABc/vK6tddvtqmPeVSm0Wcw1AvKQUAAxCszwQXlDFk9bpDM8YgeZ/CXvdn8dNtN+J8Vwf+NDqBG4pDyI39Hd699hP4ymnfR2rXf+DnbCPuXijh9itvx0eO/wi2TG3B2/I78NEOEZ6255Er5kx9AQoTrNTeYuX5ynG10dgsAMl8kUotOPumqU8vKjJvvZgqU8jgM499Bl3+Lvzbaf8Ghygg7HUSy73hSgBAmnkQ8Guug7I+pHQMAI1IancukgkOdJJ6pMwERzW+dJQCi1WhHfNG+u6P/Rf9W8vOOlyUgFf7KuapDKHRe2z1xfRZ2/+oXxMM0GfaAUw7VyEVXo1LHc+gkJzDvOzDquhqiBAhescqY5LsqD8WRWD962gSQGKMYkOtis0T0pdDL2bv6FpLzQlzMUqg1fRl0FPI8NjjKAg+aq9U40ywLFdeyydRcNINaZaN/c5z38GvdvwKb1n9dmRH3odUphK08qCyV2FNT1gSxaGsEvxpAtms4KtbYycIAk7vPx23vPYmFMbfjaIs44P3fRCfevhTOJQ8hPFYBn1RL04YasNzwzEV+xarfIhqJrHfLeDmHTfjDX98A7ZMbsF1p16H75z/HbR5q7OfZ67swMaBCL505w7snqIbmne0LZviiylgcTKRQ5+XN6ew+eZ3hxSWSn1cLWKCgdqg+XD6AmyXXvd6V0J2zCPhVrKYdrKzRlbu6B1T+Uq15sFgJFEWHFT32RJftcCDZoxX39MJKYFPPvxJtHnb8MvLfokVEUo2dYe9ldnfqIDG7ioQ7CIGrsoXV3YY7x+bezfj1tffig8d/yHcc/AeZLq/il2ZB6ua7s2nJeSLtP/tm1HWt7rzJlBe90mmD+5HEiP40H0fgiiI+OFrfohOX2elf0Eqp/ih42rXMMEldxgBlkahJKNYkjGXluBj2dY1n9POdl5MzacV06sxbZWvsirBxjIAjS0LrYLomcFsUVlrusDU7kSTzXJogEobrj0I9B5b/bog1Monm20WeNJ76KdVEJxPQRL5jHHj2GMyPYm/v/fvsQ8/AYpd+O0Vv8XXN34Ey4pFpB10ztoDbizvCgBwwFEIYyCbxLLIMnz4hA/j3jfdi0/KESyIQKH9Zpz3m/Pwkfs/gp9u/Sn2xfbp+gz7XJWGnCsUEOxrx3y6ci8d4E24mFw5dwCQT5TBvbbhF2MMX3nqKxhJjOArZ30FYTd9/6jfTQB76Rlg/i4sIFTuiF05h/TeYiYBWWZYyEiIOppIwB97VeX/LTHBi0zAuwPUT4A3hNMFppr1sVhA5Q7QWMHtt+nLofV8cX+LOIfZVa/FZmEnxIX9mJeDGIhEsCK6Ag7fGCVJjGpnFzUp4grqD7DzztrrBSilWFnNft/ExI2Nb6Gfer505fKJxfebOMLsKAg+Us0XVTbs6s1Gcpg3gLlv+D78bNvP8Na1b8VnT/8M3E5Xmf0FCAi6HWI54GsPuJGAkkGvAgNUZ2elARcAiKKIDmETNju/hI8c/xE8MPIALv/95Xiy+E/It/8E8eBPMeL+Lt7/9Jfx9fYobp96EtvntmM6M41CLoE9Lhfy7c/gW9s+gq8+/VVs7NyI37/+93jrurfqShydDhFfvWojFjISvnD7NgDUCKzKlE1VUIDpVCKHHp/ysLQ7KBJF2th0meBWBM3RWgYTaK0cWjvex8bjWhYiadLLBSVA0crlWxGg68qhW8SI6cpCFzF+wYqJDqWWqlYOTSC4Otj72lNfw2x2Fl8/++voDVRmDneHPJhO5MvAlIPgrmAFtIe9TqTgrz0uKOUNJvuHx+HBR0/4KG694lb40Y8R8Wd4/73vx3BiGEAlYed2iiSHBmoTMnnj7q73D9+Pt97xVqQKKXzvou9hKDxE318BwdMJRQ6tMMFt/moQzLwRhJHGQkbCbEoCY4BXzrSWMdUCnVauRS2AayXgzmnWosu/+Ppjja1tXwtBkLGD74dVvlqUHNRj3/JNgmBAXxLK/dkJuFdcQF29j32Tvi8dJjhfBwRPpafwvnveh+1z23Fy4AOQRj5ENdurXwMIIhIOCtDb/DSTtzfsxWTeTb6UZH/QHcS78wK+PtuDnvQn8Nrlr8VoahT/+ex/4so/XYmP3P8RPDP5TFWyLOx1IsmZ4L7jCQj4OxDLSOBq6oOzaf3kT74SU6n3KpnJ+PJTX8af9v0JHzz+g9jcW1FUlOudRQeSm/8P7iqdWp5XXDYlSVLKxZHIFVCSGcKOPDGfiwEe615HEnagFiy6AwAEAzn0Ip7RPEGi5wuoXR/NSGuPuRJIT1M5nt7adwerG2OVivTeRpqLKeY57ko4BIZAbgJxBNAX8WFDxwY4fWOYSeaMAfdiYqqhM6gOOJ+orQcGDPbFJmKqY98EQDAAwQZ71f8DUmjgKAg+ck0rry3mgZIEiUuSdILL/fH9uO6x63Bc53H41OZPQRAEGpOkBsHxHHoinjKwDHtdSDCd5jb5lNKoynqg0hXyYC7F8OETPow/XfknfPqUTwO5VSg5ppFiwxAcSUxkErg1FMS/jt+Ht97xVlz42wuxaeRmXDXYB3fP3QBkXH/O9fjha35YDlqN7NiBCN5/1nJqew8dJtgTQgkiRIWFmErk0M3rclrCekQ1TPAi63KsmFYO3SrGA6ANm8mVhxEf/WSjr/Ud1ODmRX5Mh5MJ/lvJoVvli/vTUQrMFTxVe8d9w/fh9v234x+O+wds7Kqey9sd8iBbKCGVp8TRTCoPt0NE2Ff5e9o/fLrAI8XqK0kAYGV0Jc70fxae2NXYMbcDV/3pKtzw0g04NE/3z+ZlbTg4l0axJCv3WO1xxVWd5QtyAd945hv4xF8+geWR5fjtFb/FMR3HlP8k6KEaZLUcOuJzwaUZGyV4owgLGcQyhfIe6iplWqe2AGqVJIcNcLcq+WPEOtvna2PXegDAzuy0jq8WlRyYyqFblEyw05coUkdq3cZYGl/Kfp8TOAiuvadns7N4/73vx3xuHje85gZsarsU2QKDVJTJx9/9Fk91U8fyqJJsWtEVwHjWBYBVAx0phTTzocOxHp89/bO47crb8OBbHsTHTvwYts1tw/vueR8+cN8HyskyYoIVECw6gDd8Dzjnk5hPS1jeGYDLIVTGMQE16z6nmTEuMxlfeOIL+PWuX+N9x74PHzn+I1XHGvW7yvN/J9b/Pb5SfEd5XnHlHHIJarKcZAsJucXv9/72CsutBYuCoLM+mgCmvRuBAeq9YokJLoPgRRzb6ksqSihLrPPifYWGjscIo/F0cRZAb8RLzwVHChOpKUMFxOIa+DmNa/wBA4VME4nIyAAx+EvPqP2d4X7/6m+KBRwFwUeuaQN0ZQFnlQdRUANOM4UMPvHQJ+B1evGt874Ft4MeND1hTxUInojn0BeuFM6Hfa4KE6yRKKeYeSdZrXWHPOXAcjA0iKvXvB3xkbfg6r7v4g9vuA3Z4Y/h4ujX8cTYHP7QeT7+87z/xHWnXoeP+JbjuoUcUns+g++ddzMuW36ZYYMbrX38otVY0u6Dx1kdnAMABAE5ZxjuAgVFk/EcOlwSAKF1jZbUjbEOBzvLrZU1Htoa00IGALN1E13V3g+5GMT2rDJPWiuXbyUjViOHbsH1cvkpk1/DvrXguABlBIMGcAsi5vMi/ErH1dnsLL7wxBewoWMDPnDcB2o+oltRVnBJ9Ewyj86gu+reDHmdiMlaJpjWYk7wwuO09gjqCHmRmD4Zf3zDH3H+0Pn47vPfxbe2fQyiewpnrepCocRwaCGrf1wghjvgcWIyPYn33f0+/GL7L/B36/4OP7/05+gP9lf5EgQB3WEPhuepid9cWqppigXQmJMQMphP5TCdzMOFIsTF1L5ZMSN5bUsAlUFTp8NZE2yjr2O6VoDJTuzP0XzYGrAoiPaXHIgOujZ2srNmpm3a09LyF40stJAFwMqxh5YJjufj+Id7/wFTmSl878Lv4biu4xDxEyjkc3Kx+iIcKnUg6HHCrewJK7oCGEnzfiTV1yyldJbn1uXvwgeO+wDuedM9uHbztdg6uxVX/ekqfO+F78HnLiCRLVbY4XWXA0OnIZYpoDPowVC7HwdmU4bsGx+vFvA4Ec/H8c9/+Wf8bs/v8A8b/wH/tOmfamKRiM+FeIaOi4PvmthD8SXkE1hQQHCALWJ8ltrO/1fgws/pM8l2AlMAOO0jxFqHB+r7amYKhidISgHAgHUO6x/XIs6jIIp43HMmACAOAsEbOmic4XhuD637Yo7mMQOVPiuLZUzXv55+WpYoNyGHBoCrbgAuuK72db1ny2I6bB+h9uoXfL9aTTt3VnkoZXWysYwx/Pvj/46DiYO44TU3VEsaw17sGFd3OM3h+MFo+d9hn1OfCZZSSBiMLDKyrpAHW4YrIHAqkQNjQF/Ei7DXhVVdQTx/aAFObwSrijJWLb2I3rjtPiTz+3BtMQJ/A8wzQOfhhmtOxu6ppC5wlpxh+PJJJHIFJHJFGnHSCgkqUDvWqqWBStSg/riV8sk4EBlsCevcE/FCzvVjb26y4oublG4NuDeqT2/F9eLZ+hrpdauYYG2ShM5hNieX77FvPPMNpAtpfOWsr8Alumo+gisrphN5rOwKYiaZr2qKBRAIXih5ax+wAJg7aDmZ1RnwQCrJ8Dra8M1zv4nLll2Gax/+LPzLv4tpMQWIA9g/k8Jy7bguKYUCgGHEkXf8BVfffhvypTy+cc43cOnySw39XbS+Bz/76wEcmE1jLpWvqQcGAFewDQ6BIZmIYVpyIwClkVQra8a1jOlhA9zp1gRFuk177L3HQl4PmNSL8fwovVADuFu033tC9jbhqucrNa3y1WrArTSQEoSyrwxoP1CD4IJcwCcf/iQOJg7iBxf9AJt6NgFAuUY2npXKe8ZCRkLUX9lnuoJe7Ja8gBvK+lAAVz6FOPPoxh5epxfv3PBOXLLsEnzjmW/g+y9+H27h5xA6NmF/7BisbKuoxxYyElZ2BRHyuqgmWFeVkCrHVHvjW3Hd45/GTGYG/3Lyv+CaDdfo7l9Rv6sM7nlDLiMm2FFIlZlgL8s0tzYGNtF/eqZNXORTAAQak7YY2/hmkmC7dJJHnnBlljDQnPQaoAZjO243UCUEq7tDN0ks7IyeC0z/HjEWQnfIg3a2FoCAheIBwLNK8ZEEnB1NAW4AwIrzAH8nEF1a+ztdYNqqfiT/b8uhj4LgI9XKTXsUUJkYpx8u6oqpZmh/uf2XuOfgPfjESZ/AqX3VnSyXtvtxz9ZJJHIFhDxOTMRzuOQYdU2fmgmuPNBZPol4KdqQHLo75MV8WoJUlOF2iphUZMp9SifqTUNtuHvbJFhHBIImQM/XqXU2s/V9Yazv068RKXnCiKTT2DlBG1pYzLdQghrVPBxaWBPsi9IGKsskbWs16wxU1kcL2uv3hL0o5fowUXgMEgB31fpItibYc7goSNDWmLZSotxCWWiNr9SUylcSzB1AOkHj1Z4YfwJ3HbgLHzr+Q1gZXan7EbwB1liMwN9MMo/BturxCyGvCzHZB5ZPoBwuLiL5w2cFz6UkhL0uXLj0QpzsdODp7A249cCPEFztwo92nA+HmENvMYVIagJPTjyJ+7b+Ek8tXQJJvBUoAqtDq/HNc79Zbu5lZB86dyVuemoY33lgD+bTEpZ11F4Hb4iCskxiHlNSG4LlzvItlA0fjjIA3drIFt1jvD69xQy3pzSI+eJWMFcAgpYxbVWiqUaC2kpgGgbmVI2hWlr+omog5anUZKbLILjyjL7+6evx5MST+OKZX6yKPSoguNL4ZyEjVdXdB71OpKDsJ/w8yjJQSCMu6INgbl3+Llx/7vW4ZsM1+OKjP8R2+VG88bbX4bS+03DV6qtw5sCZ5C/gRsjrxCN7ZiC7OkgayX0VckA+gXHBC1/vbfjA/U+hN9CLX1z2i5rSELVFfCSHZoyVj6+mJlh5NnrlVDkO8pQyrevGq8fOuoO1XYkbMT0AXPZVm/Rc9HOTj4xbpjM/XT3OTZWQWex5zHadiH8e/RBe9p8Gl0OECz6ExUEkhIOA50R6Uz4BBDpUDPdiO8t7gI8+pR8n6SY9W8TO6u73CSDcr//+V5kdlUMfqaZlqeYPAADm3LRwOTjdMrkF337227hw6EK895j31nzMheu7UZQZHto5jVimAKkolztDA7R55+BGSXDWBGBpg2yskQ110APtwCw9oHmtbn+UXt+0NIp4toC8M1gDPHKCD4IA+Fz2NEvhJnuiiAgp7JigDSAk5FoXFNXU6SZpbpujlmVr2rwRAKyysbW6OzRQuWYtCMCCHidcxSWQUcIet6viq5l5mFZM3cxMlg8DO3uYsrE6vpg7AJkBLlcJX37qyxgKDeH9G99v+BHLOwPoj3jxu2eJYZtN6TPBSeaHIKWoaYniCwDEBoKHjiB9Lu/UDADzCQ9W4WO45XW3wJE5ETuSD+Fj8S14S3cIF//uYvz74/+O/dlpXJ1MIjh+BV7f8V387orf1QXAAKlW3n36MvzxhTEMz2XK/tXmDxMIzibmMZPMYcDPO8u38h5TrhlvANPKjs3clyy3Vh5Xk/yxvwwgICxBASnM+LSy4RYnmvRGPy2WfTOzGjl0i1lnoAJueKM75qFG1S4KK2/ZeQtu2XUL3nvMe3HlqiurPkIfBBfQplJchDxOJBkHwcqxKY0R4yVPTbdmPdvYtRHvWPEZpPdei7eueh+GE8P4l0f+BWf87xnI9X8Gj2WvxV/TX4TYeyOu2/pzPO9xgynPlqmZbbghEsa/Ox+BM/oE3rT6TfjNFb8xBcAAEPW5UZIZUvlimQmu6Q4tOlBw+BFCthwPuUpNMsFmViOHThw+X83IoQFKlG18s7HMG6yy3psE3H1tPvxePge+aFf5tV7vKsjuUeRFzZxxO2r8A50EhrWmHVtUnrXcilIsnRFrR2uCj9or3rSNsRYOAoIDs45OAFS/ki6k8ZnHPoPB0CC+dOaXdKU7Jy5pQ1fIg3u2TVbGI0UqIDjgdkAUBOQdoRqpZspkxImecZn1C4eIvZ5QGCTOBA+1U3CQFUM1Ut6s4EfA7bQsn7Rqgj+KCNJlEOyXU5Ug0G7jEmVem5Sa0Zf42OULqKkZPzwguDWAu9NFjOQ2j7ey7kvS4udhWjFftHIOk+PkK6JTB2WHaeXQmVn9eqGW+JpDyRMFAGxL/QHDiWH822n/Bo9D5wGtmNMh4j1nLsMT++fw0mgM82kJXUEtCHYhyZUkPJDNJ5AVfPB7ayXGRsZrcmdVs4LH41n0K81L1jrej5XZb+CmJW/Et6dm8G+bPoFbXncL/jzwelw7H8NC/GT0+gYa2j8+cM4K+FwO5Iuybk2wO0DXRkrPYzqRx4BfGVd3OOTQrWQV+X3L94zUFMBKQKjPfl9A7VrM2R+gd7iXAQB2+QLVwDQzp99wxw6rYcQSlPR0Wl/3jflSBbGZefqpV0fZtC9NvaKS1ErKHvhdDgiCgJ3zO/H1Z76OcwbPwcc3fbzmI3jzq1hGBYLTEtpUcuiQ11nZO/g1K3d7d1tOwId9LrBiBJcOvht/ftOf8eOLf4yPHv8JFOInod3dD49ThOiax72Tf8G7+ntx1e6f4v33vB+vue+9+G57FL2sH4HZT+Ozp3+2PAbJzAYUNcxNT42URzOFvLXftegKIYgs9s+mKc5KTwPB7pr32WLa9ZFLtC6ppZbLA62NPfhn8v2wScDNCRk1EbQstBaiM4X9BWWt5qvXYstG4ql9FbK0B7eqFEs7Yq2VirdXmB0FwUequfyA6KoE6AsHgcggUgUK8gIeJ777/HcxlZ7Cl878EoIGN48oCrh4Qw/+smsGw3OU2VKDYEEQEPa5kHEEq+SuQjGHOAvqdoI0suWdAUR8LrxwiL7zRDyHkMeJkFIvw5tHZB21TDCNY7KXBQYAp78dEaECgr2pEaBtme1+ABCgkYuVjXp+H9CuLzVt3leUfnKwGBsBHG7KPNptZcCtXLNyAGYwzmOR1hccgMj82O4P1LLOLWOpohVfs3voZ8fqFvmKVD/0khOtW4vcFw9U5g9ACi+F4Izj6djvcNmyy3BGv04nSY29dfMQAm4HvnHPLsgMNUxw2OtEEho2JzaCGbGroQSaWg4NALLMMJXIoU8JWlZ2B3BwRsZxbWvwmkwWbxu8EMd0HAMhfgiyvws5NKZaIZ8evPfMZQBqZwQDKK/vYjqGqWQOS7y5qtdtNe0c6VYGltoRWokx+hlZYr8voJoJZgyIj9ruq8e7HACw2+2uDvaSE60F91W+poBgT+t8qZv2JMcJcLciiaYFwWmqRZ5FBD63E9liFtc+ci3aPe348plfhkNn1JVlOTTTyKET1NxsirVZ3j94PW4yV4AoiDi171RctuStyE+9Htes+A98/8IfI3Pgn/Dh5T/Df8zMwQcBU5kpfKj/PNxxaBynydcgJFpPfF5yTC9ee1wfvvbnnbjtxXH43Y6azvIAILuDCAkZHJhNoSsgAslJ/UZTdpgWBLd03YcAuUATSwC0bAwZULsWebJksSA4QuutTxUDr2un5ljPJSerffF/t+Ke1jZp4/t+qwga9Yg1uURllnqjm16FdhQEH6kmCNXy2oUDQPtypPMlAMDe2FbcvONmvG3d23BC9wmmH3XJMb3ISCX8VpE1qjcAgB4iaUEFTJXao/2st6YLtflXFnD8kiieH6HvPB7LVgFu/rDKiCpfpSIQO4RpR1dDnaitmjvUhjAy2DmZQNQtQ4yPAB2rbPcDoBaYzu0DOupLMxdlWnZ2fj/Qtty22ZvVvjQB+hwHi/YC/N6wF6I0iO1utwoMKBv34ZBDz+2ln50tBMH8uBYO0s+25S3yFaaETCFDwUpiDNngENwdD4ExGR8/qZa90bOIz4WrNy/Bo3tmAdSC4FDViDXlWs0fwKjQ21BSq73MBOfLPwslhn5l/1jZFcR8WkIKmiZ+sUMohgYBLK6fwD+cvQJnrurAKcv1xljQPSZnY5hO5LHCoTQmakXiwuGs7jYcP0Q/W6VKUEt546Ot9eVR+UrPAsUsEDUff9eo9QTbgGIbdjmFanY2MdG62jft7N7kBBBuEfDgezBPsCYnyVerGn4BlaZfcUqSTKEdfrcD39ryLeyP78eXzvoSogZMdFhhRjkTXCjJSOaKVY2xgh51Ao2DYFqLE6zDclIroiTXOSsLkPQaANoDLnSHPPC7HTg0L+BNkoCb287A7W+8HR8JH4ulxSLGS5GGEmgOUcC3rz4eZ67qwN7pVG1TLG6eMILIYnQhi5U+ZaJCy9aiJiHTgkRTxZdGLp+apAZQzdQfW/WVGAcgLBqY9kXpedIbqfS22Ni1DowJ2Joer/ZV3hcHF+XL1Jxu6lif1+73rbpmERW4n6DYwOY9+JVqR0HwkWzeaKUx1sJBoG0Z0vki/G6Gzz/5eXT7u3WlSFo7bUUHQl4nHto1DVFAjaQx7FNkSWWQQ2DgAOtrmF05YUkUu6eSSOeLmFQxOeRHydhywM0YEBsGSnkMi0sa9mXFvKEOOAUZrmIaJwRj1PCjVSBYLVHOxUnu2iomWCuHnttnOygtm7aB1OxeegjZzIh1BD2QMgPY4wDyfN1zYKrXYdEOU8uhZ/fQcbZUFloBigCA9haBYHWmeWEYAMMBTxtc0WdwatclGAhaBzzvPWN5OdbWqwlOqOXQjAELBzDCehq6nz1OB5Z2+PHSaAxApZ9AnxKsrOgi8DuWV5ikMggeQS5IQcpi9o+o342b3n8ajh3QWcvKPcayccym8liCKQKqrVBbAEogq0pqAUB7i5Joal+cCW4VS6VmgnnjQJsDsKjfjWKuB7uEYrW0Vkq27n7WdipPjLeWfQNU7H2LmT5ABTzGAKcXs8UARP8O/HrXr/HuDe/G6f2nG36E0yEi5HGWmeBYGZSqaoK9rnKzrQoYoLU4ztotJ9E4CE1kq6XXAK0LQRCwrCNAtbnqjt7JCUB0YrIQaDiB5nE68MNrTsbGgUhZHq010RdBWMiAMWC5O6Z82RYywVKKWL6iREmSVoA3oLZ0IzbSOkDFJbtlYHqIJOV6dbYWbFlHANecthQXH1MB0QORCOR8N3ZnlL0pr0oOuvytLVnivhZo5nXL4hx16UaL9uBXqh0FwUey8QA9l6DaprZlSEsluDsew97YXnz2tM8iYKEJh9sp4sJ13WCKnNGpke6EvS7EWaCKCWYQMMx6GpJDA8CJS6KQGfDyWBzjsVyZyQGoEYYgAAnmJzCaTwIzOwEA+9iSlsihHX7awCJIY6NXmUHbKrCoZoJ5J8/D4UuWSSnQKl9ANYs5uxvoXGO7i4DHiXy6H0UB2JMn5hHTO+hn9wbb/QFQEk0x+v+5vXQOW8GuAHQOpSQFKi1nglVKAQVQ3ZzeBgjAG5a9q6GPGurw45INNHatU5tA87oqzW1yCaovLWSwv9TdcGB59upOPLFvDlJRrvQTiFaYYAAYTjkrxyXLQPwQMr7qZoG2mRLsSakFyAzoLk7Q9WrZ+ghXKzsER4slyjywHGt9sMeBaYwHe/YGYO1+F0q5PgyzHPIaaW1L2bdChtRMjClMcAtBDlA5j8nDAbhV7Ft4AKlCHvHAb7EyshL/uOkf635M2OcqA9NYpgJKuYW8TjCIKDgCVYBbdniwgJBlZRhPrvOZvQBJrwGU5dfLuwI4OJeuZkxTJF9PSWxRe0fQ48TvPnwGfvG+U3R/7/AREwwAS5wx5cu2UJUAEBBOTgBgLQTBmvUROwREDxPrnBhr6rgcooAvXnls+XkCUCmOnBvESO4AGFCtxokMtni/5/viQfrZsmSCHghuEeB+hdlREHwkG587qwqY53PTKIXvw/lLzse5S861/FGXHENBrLohALew14UY81UxwVl/H/JwNxzIHr8kCgB45sA8ZlP5MpMDUH1yyONEnKlGMikgeA/ra4kcmgd2ESGNNU5lZEyr2dnsgorJaZUvFchJjFG9WKt8cX9qOXQL2PSgx4FSjoLI7UVlw57eQaxzoMN2fwAomSAlKZCd29M6KTRQPady4QAFZC1rnKZqvLFwABMOBx5KPIVC7GQMhRsPIj516Vr8w9nLsaTNX/V6VXObfKLMcO8pdDXMzJ69ugtpqYTnRxYqneWV/WOwzQ+3Q8S+hKPiKz0NlCQkvQQGFiOHNjWHE3nRB3eJJKhtuUOtY+6B6o7e8wcoIGpFZ3mgWsobP0TgrZXBnjYAsxnctwXckHN9KAHYJyt9BJKKvPFwsLO5OAHiVsmh1WCAMWL6DisI7sc4uwdFcRafPvXTcDvqN//io4SAijxZ2xgLgDItosK+5f19AATL+4fHKcLtEJHIVuTQ8woT3K6A4BWdARyaz0BW184mJ4BgD9JScdGxh9spGn5Ppz+KkJABAAwIc/Riq0FwPnkYyhs0azF+qLXgDaiUAcRHbU80+d1OOKRlyMlJjLo91XLoViUSAA0TfBAIdANuv+mfLNqqADffg1t4bK8gOwqCj2Tj3YbLIHgZdhVuAQQZ/7L5Xxr6qHPXdsHjFKtqdLmFfU7MF6tBcMJPWaJGM6TtATeWdvhx9zZqKsCZnIovF+ZLnDmKAzO7gPAgZiXr3SAbMgWYRoQ0lrAJINDVum6hnEnJxRQmWGhd0OwOElOUi1EDLqDFTLDCUqXnCOS3gAn2u51ghTaE4cR2KE03prcD3ett91U2DhbT05TRblVTLLWvnAIW25a1lnVW+fpRRycAAdLs+fBZGD2itRVdQfzbazdAFKu/b1AZkUS+KqzzfrlxJvj0lR1wiAIe3TOLiVgWXpdYriF0iAKWtPuwN+mo+FIe5nE3gYFGVStWTHKGEEYGImT4MmOtBcHqoGh+f+uk0FpfTbIrlnyVJJrLGj9Ee7LNDWDa/G6U8rQOdglFUlu0mglWJ7UShwtwJw8v4AaAxDimg12Yd92FNmzCaX2nWfqYqN9VlkNzUKpujOVzOSAKQE70V63FjI8S9lb3D0EQqCxDxQTHMgWIQgVoL2nzQ2ZA3qHqHp6cAkJ9SOeLLYk9RG8YIYGY4C42R2qLVnTzBgxA8GFgZ9MzlICPtAgEu7WAe6wlxxVxUOz0QiByGEGwKhG5MAy0tZCZVSd/YsNELBjNgX6V2VEQfCQbb4y1QOzKc6UE5vAkOouXYEmosY3A73bi21efgA+fV8vghb0uzBa9QClPXWvn9mHeS5vaYjKkJyyJYts43dx6TbhmyyA4Rkxw9zqk8qXWgGAF8IaRRm9htHX1wCpfyMYImEYGaUZbK0zdOI3XzR4OJnh2N/27BYwpJVwErHVGsE0skdx1eqeuFPrZ4Xk8vm+2eac8KBl7DgBrLROs7gCsNLprva8Yxud34w9+D46LXAxWjNoqG3Y5RJR4oJIj1pkJDoyxzoZBcNjrwolLonh0zwwm4jn0R3xVI4+ifjemJVVNsAKC51xU32U7Ewyg6A4jLKTRhzmIcqF18nWgkmhijJIkLWWd1Y2xxlrHGgHVqoQW1Q+2+d1gUgfccGC320UBH691bmWNP0C+OOvcMqaPn8NkpWttq47L4SLAxksOkuP4b3kGDCWsc7/d8sd0hzwYnkujJLOyHFo9J1gQBAQ9TmRFf5U0P+0hEOxvYJ9SS68BYF7pRM2TdhwMF5zB6oZOoR6kWxV7eMLwIw8HSmgvzdLaaFXSUy2X502WWi3NzydV0tpWA+4EJd8L6ZbsVd3eZRCZBy95lWZVhRwlxluVSAA0Cpnh1sqT1WUArazhfgXaURB8JBsf3zK/HyVfG776wnfhkNuwxPHaRX3ca4/rwwmKXFltYZ8LcxyYzu0D8nHMeujmX8zDQe1DLYcmX07MFJTXsgvAzG6gax0yUhGBRTBUdU0BOVEhjWhupLVsqZqdndvbWiYHqADTuf2A09e6oKjKl9IZuhUgWEm4rHJ1Y6/LifzUVuokq2GCt47F8c4fP43P/Wlb80554mJsC/1sZZKEg4HsgpL5XdZCXxWW6kfZAxAEASeGrwIA+F32BnxerxeS4KGGM/P7UQwNogjnovaOs1d34aWxOHZMJGpUJCGvE7EcU7ooV0DwjEizN1vRU6DkDiOMDIZEpTP04ZBDZxfoXB4OJrgoUW3kIiTylk2tSmhRAEaKAREDYjt2ud10bMkJ2v9bJTFUA4+W1x+rwECrZd7cXz4JpKex1SnituwwHMlz0eGxDkAuPqYXsykJT+6f05VDA7w5VoCOq1QEUpOIu+l+biSpFfY6q7pDxzJSVSdqPqYx7whU1n1mDsVAL6SS3NAUDMumXLMAsghJ061bG0B1QiY+Cvg7WrjuVQqIVjdZcnoA0UljmMqj3OzfqzoDPriKS/GSy1GdQGspE6ywzqUiJSJbzQSX8jQpItZC+for0I6C4CPZfFEADJh4Cb/r6MXO+Z3wp65EyGPvuJiw11kZczL2LABgwjkIt0OE29n4ElKD4H6tHNrrwrSkNNeZfBkoZiF3rkFGai0T3C/MwpubaS3IqWJnW9itmRuXy8/vo4C5FSMKyr5UTLDD05IMKb/+S119KAoCdu+5g37RfUz5PdOJHN7/8y3IFkoYi2XB+BzcxRoP0EcPBwhWgoeZnTRnsaWsIh3XWGIEf3SVcJV/OZwy1R8vRg5tZiGvC1kxUJZe58P0MF9MYHnW6k4wBuyfTdcm0LwuJHOFCliMjQD+DsRl2k9aU04RQVhIY71HUR208ppxYMqb6rUaBBdzShDLWssEl4NmJXHRAsaDA6ZesRu73S6wbLy145GAajl0UgHBh6P+mDPBrZJDc3/5JFh8FN9sj6LdGUBh9nz4G9g7LlhHJRF/emEMCxkJHqcIn6v670NeJ1LwKQz3BMBkLDi7ADR2P2uZ4IV0oWYmMQDkRKUJV4r6g0he6vTeilIKvj7CQhb+XIsTTer1cThkvEA1E9wqxlQQKgkZLvNuwXkMe51Afil2iyVk8/HWjkfixtU4iVGAlVrLBJcT8DE6tjog+AcP78Ovnhxu3fc5jHYUBB/JptSYxme24zuuHDb3bkYpeZztjGnY56qMOVEYsTGxf9HMyob+MNwOERGfq+bhEva5MJ5XQPChpwAA2Sixiq1gcuAO4v9v773j5Drre//3M71vL5JWvUuWJdlyLxhXcMM2hoSeBgESkpvchJuEJJcEbhKSwAXyS3Ipl0t1KMY22AYbU9yNbbmr966Vtk/v5/fHOWf6FmnnrHZ2vu/Xa17anfOcMqszz3m+7fPNKzublZEybKWRA/r/2fAB3Ti1Mj0ZKgzuGYo6DxqiWBb0IzYXPX0ufYLecUK/P+haDUAyk+OD39xKOJnh7gv7iKdzhZqzs6Y0HTo4r9iSwQpMY+Dka/q/VkYVnT5Qdr5y8kkU8HsLryeWzuG0q7NybE1E0OMgpoy6vuEDxP1GKcVZGKUb+1oKqYtVpRReI9rjadG/X2NHoWUh0VQWh03hrvPnArD7WgkRZ41zEGxO6xdFuTQMGIroVqdeQ/FcVqVOlp5r+KBey2pB6qTp2OmwzWPMbudU+Ki1CspQTFFOGjXBvo6zbt0yKU6vnmWUilhffwwFw+OJI7/kJa+HD6+4m3jaeUZrD4/Tzk3re/nptn5OhZO0Ge2KSgm4HYQ1b1n0bdCuG8E+59TPFfI4q9ShS1OvTSdJDK8usmScK+7uKtteVwxjsYUozvgpiyPBFTXBVqbxOtz6XJiKWFbjX0alEWzBHOxz28nGF5FVsCM9MjNGsDuki3Ka7RKtjgSDHsTIZyY0gnN5jX//5T7++ZFdJDM5665phhAjuJExFuj/X8hLhBx/cfFfELegfiXkceptiwCOvQQ2J8fpPGvvqNthZ938EPNbq+thQx4nJ5NGmpIRfYsFdWPRkkiOUuBp5VL3If13q41gTyuceNk4l9WR4Ba9ddbIoRn4XC26t/LEq9BpzbnMBZbbPo+2XI7t4QO6d9QwTH/06nFeOzbG5965kevW6Clzx41WOmeNmQ6dic3MvQFFI9hKI0cpjvlb+VFmgLdHovT2bCSRzloS8Qh6nETx6SneyVHC3rPv2+uw27hiuR6dqYwEBz16tEczHTJGaq0pbFO5wK4HDl8bIRVnif2UvkixwPlTwPTWn3gVUNamy5sOGbMFmZWLZvNcp7bp/1qQiud22HQhJJv+OfaM7jYiwRYbilAUxgpaaOQoVWxrFenX5xKr9CYA3EGyqTCfO/wQS9IZbl3xLjQNvGc4f7xt03wiySyP7ThVlp5sEvQ4GMt7jVpW3fA4rTrxuexVInwTEfI6iJSkQ4/E0zWVqGPKyHgzdDSirjOPOk8Z475fqvpRWm6GjOBwsbWPVZRGZ0ePWFcPbOIyeiCPHdONb39X3U/hczlIRnVH4Gv5WEnUeQacg6eMsi6ra4LLzjX+HLzzZJhIKks4meWn205ad00zhBjBjYy3ld0uJ98PBviN9s2sbF05LTn/8Qh5nYxhPBwGdkL7MqJpbVre0U/fcR7/687zapzLQTgNmjmxBecRMR5MlnhjAZu3FVc2gr6wtNDwAKO3s6GybXUk2NOqG8D5zAycy1igR/stUYYG8Bn//1EVYH0qzRsqDT3FVOiBiK4Yfe2aHha06QvA4yPTNILNzwXWimJB8aF3eqf1UUXgmyE/oPF7o2FoW0osnbOk7j7ocehONOMBO+LRP9fZfp+vWmUYwTVKKbJ5jbwrqEeCjdqmaCpr2dzhCrQRIsaCfL/1c4cZWTz5qr74slK9s3Av7tD/tVQYyzhXv3VGsFIKn8uBW+kLyT1jB3RhGysN07J06BPWGjlQNDwiJ+saBc7lNU6OVcyj7hD354Y5mB7hv41FSbv0FnVnkg4NcPnyDjoDLuLpHO3+6rZKAY+T0bxHd0IaqbX9dJyxURryOhmNp8nm8miapqdD14gEF3qaGwKPY3a9RORMRLimjGF4bHSb9eIWfsdcRgbT2HF9XWV1+5uCEXzUOmXosnOZad4LLCn78rnsJFM+Ftq8vK4yuiMh0GNdZgcUDdP+N0DZZiaF/dQb+r8T/J+9cHAYgM6Am/964ah11zRDiBHcyHha+ef2NkL5PH+w+l0kM3nyWv29liGvoxgJ1vLQudJQTDz7B8N5C1q4YFFb9bkMgQrNnAC6VhNP6SkXltTlQDHa17rQell4M9qnbNZGcqBYMw4zE3U2saiNUMD4/w9rPjamUux3OomURJ3DySwep16nbmYZnJhuJNjp0w1SsLY9EhRVV7WcbghYGFUMp8M84IKbozF6sENoPol0ru71wKDXU43mvbrwBjDk0o2Bs52nbt84n49cs5xLl5b3hg559eOlHUEYPqSLphUiwdb8LV3+VuxKozd92Nr0dSg3Fq0+l7koOr3TEI+qr85E+bkqIsEWRZ29LjvJfBsLMll2j+7Xn2VWRoIdHn3uMIWxrDwXFBVeI/U91yPb+rn6n39VNpemXAH+w5nkAluQa53txDN54MyNYIfdxq3n6/NBaY2uSdDjYDhrGBoDu8EVZCjrPWOn1nnzW8jkNLafCBNP50jn8mXn87nsKIWeeg0wuA+UnbBNf65Z4kQzvs/vX6H3PLfUSWKz64ZwwalltREcKkadrRZZcgeLwlgW1VWb9/UGVwevORWa1XXVUJyD+9/Qz2VVT3ioEXUefw5+4eAwi9p9/M6VS3jh4DAHBqLWXdcMIEZwA/Na4iQveD18aDRMS/d6Ymk93afeC76Qx0mYkkVQx3I94mzBgyHk1b/oWZdhVHWtIZqy5nMVMA1Tq9NdocTgXgSO6od+XSk1TGcqEgyWRUxNA20072NjMoWmFG/4ijW6kWSm4ETp8LtwO2ycGEtO76SmmBlYHwmGokFQZyPnCz/fy/dfLHpt79tzHwkF7w1H9DQrm92677SnpPc30G/XF+iBs3RqBT1O/sdb1lQZ7AWFV0dAr6UCaF1knageoIx7w65ZLGQGxe9YLjUDRrBxHw7tm7nFXuSk/hkt6tPuc9kZyXlYmU6zO2moeVudouwOQnxQf1l5LjD6ihqCX3WMBB8biZPJaYUIEMBDWphBm+KjGTcqpOsvwNk5qt+2Sf+71EyHdjsYyphG8E5oWXBWTq1LluoR3ecPDjFitGNq91W3YxrLG07wwT0Q6CaW0Z3I9c6uAwr3vXvEaCtoZSTYPN9MlDeY5xo9okedrU6HdgdKap2tmavMNP+17l4G7XZOju63fl40DdPB3damQkO509PfPW4phaZpvHBomIuXtnP3BX3YbYrvvdjY0WAxghuYrx/4EaFcjrfHUhDSHw5Q/wk75HWSwklOmRGxFfqDyIIHQ8iozUk7jS9l1+rC57IqpdEUGJsZI9g4l9VGKRSNe1cAAt0Wn6s0EmzN39HlsOGy2xjWfGxIpVGaxmukCtvDiWyhtkspxYJW7/TToaH42ayOpkPxwVdng+q7Lx7hs4/tJpfXyOaz3LPrHrYoP2vTmYLKcDyVq1JnrQdBMxIMEJxHOKvPI/V31un/9wlbsPimxenQ5Y4mi8XnTMN0Js5l3of5rPWLc5tdr+sDS1MnfS4HoxknqzNZDudTJJQqi5je/IWnuOFzT/D5n+9h3+k6RTc8IT2qCDOTDp0c1ZWN62gEm+KCLx0eASCv5flG8jBrU2kuDg9CaAFxwwF/ppFg0LtF3LFpPtesrn5GBdwORnKGYTqwG1r6iKbOXLugO+Rhaaef5w8MMxLTP0+l0R0sPdfwAQj2EjWy0KwRxjIdTfv1jgq+9vqfo+x8Qb0EAGbGsTWw2zjXDBjcyVG97t6isg2zTGi1R5+fXk8N1vxcg9EUn7j/Db5VD+Vks/wln7VWFAuK92I2OWHkfv9AlOFYmouXttMd8nDdmm5++PIx0tm8tddnIWIENyiHw4f5xdHH+Y1oAl/LQj2SY0zY9V5c+l12bEqRdBgLlY4VljWQNyPBKfNcXWsKEW7L06FnwgguRJ1nwKAyP1f7Mj0qYSXm5wrOs1QJ0u+2M5a2E7A5WZ7J8lrseGFbOJkp3D8A81u90xfGAv2z2V3We2OhaFTVMVVe0zSGY2lOhVM8f2CIXxz5BSdjJ3mf1/g8RlQxnrEmEhz0OIu1du3LiKayuB02HPb6Pn7M//uYraT/ZctCyxx2QIURPEPp0DBz9cdg/YIZip/NwtRJn8tOIptjjeYkr2Cf01mIzqazeXacDDMST/OFX+zlLZ9/kl394emf1B0qUdiegXTo4YN6OUWwt26HNVWVtxpG8JPHnuRgNsJvjYVRY8cgNL8kEnzmaw+lFJ//zc3csK6nalvQ4yBidqbIJgsG99kYpZcsbeeFQ8MMxnTHaVtFDXLA42A4axjBWg4CvQUHvCU1waaitymKZfUz2oz22Zx6tM/ScwV0LRKYgXToEMQG9L+jRXOVeV/Pdy/Ek8/zmttV5hzUNI3vvXiE6z77BN95/gj/6+EdDEZT4x1uapTO961LpnesyXCXO47H43kjG8TMrPjNixcyGE3zi52nLL08KxEjuEH5xvZv4LA5eHfGWVgwF9Oh67vgU0oR8jqJ24zU044VRuqkFfWD+kI2YTPSr7vWFIx766I5rfq/M2qYzkRUcQYjmKYn0WJHgs/lIJbJgaeFjcrL60NvkNd0L2Q4mS3cP6D3oK6LERzo1sW+rFT+NbEgHTqRyZEyPLU/evUE397xbfoCfbzJv0QfYBhU8ZQ1NcFlC9m2pRwfTdRUhp8uZiQ4apZuGK05rHLY6ecwjUU1AylrMxgJLl0UWSmKVTjfzBjBsVSOtTb93tvh8epti9BLKQD+8M0reOSPryab13jx0Mj0T+oOFYUQZyIdOm1EsOsYdR5L6OuK3f1hIskMX9/+deY5g9wQixt11QumlQ49EQGPk6hWMle09J319/mSZe1Ekll+fWAIqK5BDrgdDGVLhI6CPYU1lSVrD1PRG2bG0WR+py0Sj6p5LrDeCHYVS6KsqwnW//8z9gBr02m2ud1l/2ffef4I/+OHb7C6J8hX3r+FdDbPV546ML2Tls73VkeCHW49GwEmNoIPDNMTcrOoXX+ev2lVN289r7cs+NBonBMjWCn1uFJKq3h9t2JMm1LqW0qpMeP1LaVUa8WYRUqpB5VSMaXUoFLqi0opiwstzw2apvHGMf1hOpQY4kf7fsTty2+nc8vvweb3AhS9lpakKTv19gHuEJqvs9B2pN60GClKA4HVMG8T+NqLad5W1QSfi3ToGUmtbTXONRMRbmPCtkgZ2sTvtutCaW1L2NiynEg6wqHwIQAiiUwhHRpgQauPgUiKVHaaveze8o9w99emd4ypUogE188IHo7pNXA+l52f7HmeVwde5T1r34O94JAxjGDL1KGdRExhvfYlHBqMsbjDN/FOZ4HpACnoFxgPcz0d2io9AeP/KzTfelE9V0AX1APro84Oly7sBJYtLMuYgUiw12knkc4x3xmiJZdjp7+lYAyEjfY5Ia+TVT0Bgh4Hu+sRCS6N5lgeCS4xPCaJBD+7b5Cr//lXPLFnYNLDjiUy2BTkNXhgx3O8dOol3tt9GYVlb2h+IR263k60gNtBhBIjOLTgrL/PlxhCeo9u6wcoa5EE+jx1OlNqBM8jlspit6jHOFA0dKxOlYcSI9ji9OTSc7kCxTWP1ecCyxx2ZiQ4pnycl0qzy+UkU/Id23sqQtDj4LsfupQb1vVw+8b5fOu5w4Vn71lRFgmeiSy0iedgTdN1AS5e2lFoN2i3Kf7zvRdyxYpO66/PIs5lJPj/AfNKXr9fsf0e4ALgrcBbjJ+/ZW5UStmBh4EgcBXwLuBu4LNWX/i54Jl9Q9z2/z3NE3sGuGfXPaTzad6//v3wpo/DeXcBWBoxDXkdDNi6oHcDw/EMmZxGZ6D+8vBmNGdr77vg958AsD4desM74NbPz8xEs/RquOKPYcmV1p8rNB9sDug93/pzOdzwpr8oOGSswu926PfDe+9j45v/HoDXTut9dcPJbEU6tL6I75+uOFbbEuhaPb1jTJVCTfCSuh3SrIG7+8I+MoEn8Nh83LnyzuK5jKhizLI+wcWFrNa2jMNDcZZ01F9t2BTGKtQfty5C0zRiqWyhvVbdMR1NVqcng26wuYN6H8zShZ9VmAv0ORQJjmeyKE8La9NpdpTcE2YkOORxopRidU+QPf11qAs2P5fTV7xXrKI0cjRB1PnwUIyPfOdljgzH+YPvvMyOExMb++FEhvP7WlEKfrDv2wSdQd6+4OrigJJ0aCvq/AsONCgIY53NPDW/1Utfm5dDQ3GUgpaK6FXA42AgaQeMtORAjx51dtkt6TEOzLARPJNRZ/NcC2cgzbskEmyZMJZhBKPrkSRtNvaronN9LJGh1ecs9K7+w2tXkMjk+L9PTyMa7PDo6zewPhIMxWfKOHPw0eEE/eEkFy+1uHZ9hjmXRnBc07T+kteYuUEptRbd8P2QpmnPapr2HLqRfKtSylyN3gisB96nadrLmqY9Bnwc+KBSyrqixHPE0ZE4APe8uJv/2vlfXLfoOpa1lKfExaYhTjEZIY+Tf/N/DN75LQ4MxgBY1lX/hazf5cCminVIoEe4vU47dptFk2mwB7b8tvWTNegTzQ1/P676Xl0J9sIfvQprb7P+XABv/ktYcIGlp/C7HHpmgCfEko41BF1BXhswjeDKSHCdegXPJCtugE3vAVf9IqVDRg3cZavsOENv0J6/Cr/TD2tuhav+DNqXo2ka8XTOsrljp7aImH8RIx2biKaylkSCPU4bTrsqM4JT2TzZ/PR6mk9IIX19iTXHrzpfi/Wp0Camk8RqYazSc1kZCXY5SKRz4A6yNpVhr8qRzumRmnCiGAkGWNUbZFd/GE3TpndSc2EZnDdzNZ/KNq4QYjSV5YPf3IpS8P3fv4yA28HvfP3FCR2F4USGBW1els9LcTD+a96x+h34fV3FAS0l6tDOeqdDO4iWRILzwQXTUns3o8Ehj7NKkyDoduhCWOZ3OjiPqEUZbwVm8jtWiATPYOq11crQpedyBcs1GuqIqSkR0bycl9LnjDdixwrbxxKZMqfKiu4gN2+YxzeePcxo/CyjwUrp96LDo/cktppJHJHPH9TLCC4RI7hu/KaRwrxdKfWvSqlS1/ZlQBR4tuS9Z4AYcHnJmJ2appXqcz8KuIELLbzuc8JgRF/IPtn/IyKZCB86/0NVY6xUUQ55nPSn3eDvYL+hnLm8MzDJXmeOzaYIepyEE0UjODrNnsRNTesMeGJnEJ/LXlhw2ZSN87vO57WB10hmcqSz+bKa4AVthhFcj7rgmWLtrXDHf4y7+dhInP/18A5OR6Ye3TZbgrww9BAojYMHNuuKr22L4bq/AZuNdC5PLq9ZJIzl4KjWw8Nv/gkHM3pq3JLO+jvQlFKEPE4GTXEbQxQLsCTNGwC7Ay78LVh/lzXHr2TNLbDujpk5lzsEqJmNUlm4aC7MHe4Q69JpsmjsG9WVm02nq9lrek1vkHAyy6lwncRtZuJvaJ4r0DOufsHH732N/QMx/uPdF3Dx0na+9lsXEUlm+PC3Xxr3sOYC39f1LBo2fmP1u8pFlnydJCxMh47jRjOWqnFvj/H+2Z3nkmX6Ar4yFdo8V9RwsAIQ7CFuUdu4AubfcUbToWfSCLa4HhhmJMJtOofDmpe+bJaWPGwf2l7YHk5mqzIL/uCaFURTWR56/eTZn9gT0v+GMxWggXHT5XeejOB12lnRVf91/7nkXBnB9wDvAd4MfAp4O3BfyfZeYEArccMaP582tpljKiXJBoFcyZg5w0A0hc2Wxtb6JMv8W1jXsa5qTMEba4VglddR8JYfGIzhctgKRoYl5zJqtADrH0RCw1BYqBhs7NzI/tH99EdGAcrSoXtbdGPoxOg006FnEfe/fJyvPHWQm7/wFE9OoZ4PYDiWAZXmZ0d/xJauq0inWqtqAeNGKYUVLZIKtbqJDIcG9YwWK9KhQTe4D+V74eo/h/V3lijmWzh/3PYFWHGddccv5a3/BJd9dGbO5Q7qEUVH/ctequhZD52rLU0Z9rvsJDI5NHeQdUY0Z+eQrtxsOl3Ne3VVj74gnLZCdGkk2GomOVcineMnb/Tzu1cu5XKjhm/d/BC/e+VSXj06WrPNiaZphJMZPO4kxzKPkx3byFjEV2K8zQObjVg6h9OucNW5dlYvcVCkHX7wthPJ6f8/AffZCfFcakSCK5WhQY86x9P6/aGffJ7hgLfSCJ6r6dAzWH9sCmNZWLZhOncieS8KOM/m5Y3BNwrbxxKZMgc8wNp5QTxOG4eHYmd/4tAC6F579vufCZ4WvdRmnCy046NxFrR5Cynfc4W6zVhKqU/XELuqfF0DoGnalzVNe1TTtDc0Tfsu8BvA9Uqp0lzKWnlIquL98XKVqt5XSn1IKbVVKbV1YGBqi8fZxEAkRc+CV7A54qQGrq05JprK4rQr3A5rFrKmt/zAQJSlHX7L0pNDHmehNyFgbYsToaHwuYuRYICNXRvR0Hj5lJ4SHSpJh3Y77HQH3Rwfjc/4dVrFgcEY7X4X7X4X7//aC/zDT3bqKZ4TMBJL4259hXB6jN9e/34ATofLHQPxjDU1faAvLgEiySyHh2LYbaqQql5vQl4n4VQOrv1rCM0rOEwsS4eeyyy6FJbPkHF/8QfhD1+wNOLhdTnQNMg6g/RlswRsbnYM7QBKI8H6Qna1YQTvORWZ3knPhfDROEbwIWMxfn5fecpoV0h3FtZK20xkcmRyGoczvyCjpUgPX623SnKXp/Em0tb1GAdI2/3QsqDg0OxtOTvHzMJ2L/NbPDX1TMw5IucM6inl/i5iVorqQYkzYQZLDmZSGGsm06EtjQTr90Y4Zwe7i/PcXewb3Uc8o68twhXp0KBnJvW1+Tg6PI1MtHd8Q9ermQk2vQeu+u/jbj4xmrTsuX0uqafb7vPA2kleL4yz71b0CO5K4/d+oFuVqBEYP3dRjP72Ux3x7QTsVEeITcN7i6ZpW7q6uio3z3pORaIk/b+kz3M+uw63s+909cM5fpaCEVMh5HUST+fI5PIcGIhZUg9cOFdFOnRM0qEFA7/bUUhxBdjQtQGF4vWB1wGqvLHzW71zKhJ8YDDGunkhfvQHV/KeSxbx5ScPcMP/foJf7To97j5DsRTujmdZ276WK/ouQinKvl+gzx2gGwr1xm5T+F12Isksh4biLGj11j1iZFI1d1jUNq4pePNfwZ3/ea6vom6YKY1pRwAbsDa0mJ3DZiQ4i00V0+bb/C66g2529U/TCC5VD7ea0uhsDQ4aWh5LK0oROoyo6FANJduxRAZUhu2Rh7li/hV0uBbz8uGRqjTeuEWiem6HXucfdnZCx4pCacuC1rPTFFBK8aX3beEv3rqmaptpcGedfr2Prs1+1iJcU6alD7zt4JsBdd21t8PN/2p5BwcA5m+GdW+DJVdPPna6FO5F64xgUyE8kc7BlX/ChhW3kNfy7BreBRiR4Bptgha2eQt6PmdFoAt8M1SDu+ZmuPQj4262qrXhuaZuKxFN0wY1Tds1yWu8u2EDuvFqJs8/BwTQ635NLgP8FOuEnwPWKqVK7/wbgBQwfoFLg3Ii+zRZNcZ/2/IR7DbFvS8drxoTS+csi3iYEbbhWJrDw3FrjWCvo1wYS9KhBQO/y6GLHeX01L2gK8iylmXsGtmm/+4pv08WtHo50Ug1wROgaZqehdHpx+uy87/u3MD3PnQpHqed3/76i/zwpWM19zsS24HmPMW71rwLu91Gi9fJaKURbKq7WlQ7G/Q4iSQzHBqypj1S8TzlpRTRlBjBgo6Z0phy6hGxte3r2D28m0w+QzipL2JLVYBX9wbrEAmeyXRow+Aepz2SaQRXliKY/XJrtXMJJ7I4Qq8Sy43ygfUfYGNfC9tPjIHdCYFePYUdfe1hRRmWUoqA28E9i/4ebv7Xwlw+nVKsDX0tLK9R12imWI/NvxrW3wHoaw9Ls0gu/Sh89Dnr+/aCbkxd/MGZqS/1tsE7v6kbcVYTmq+LPK660dLTFDpTvPmvWL/+nQC8MfgGyUyOVDZfFQkGWNju4+hw42eiJdI5hmNp+iwqgTyXzHhNsFJquVLqb5VSW5RSS5RSNwPfBV5BF79C07SdwCPAl5RSlyqlLgO+BDykadpu41A/A7YD31RKbVZKXQ/8C/AVTdPq0OBv9qBpGlHPr2i1L+HGZVdwzaouHnr9RNU43WtpzSLW9HJtOz5GLq+xzAJRrMK5PM5C/TFANClGsKBT6NdXmhLdvZEDkR2AVuWNXdDm5fhoYvoqr7OAoViaSDJb5oC6ZFkHP/mjq+jwu3jh4HDN/Q5nfolN83DTkpsAaPU6GY2XG8Exi4RtTEJeB5FkloODMcvqgUGfOyIVyvIg6dBCce4YWnIbvPObrF1wCel8mgOjBwjXqOlb0xtk76koufw05o55m2DxlbDw4mlc+RQJ9upptX0X1dx8cDBGT8hd9SztCIwfCR6Np3G1P8c87xIunXcpHX53sVTp95/U2/2hL5KtWnsEPA5OaB3g7+T4SIIWr9OS77NZtnFs9QfgrZ8BZiALzemZtKezMAl2J/zmd2DeRktP43UWS7E6vZ3M889j2+C2qlKKUvravIST2bLyvkbEzMAw207OJc6FMFYauA5dyXk38EV0g/Z6TdNKi9veA7xmbHvU+Pl95kZj7C1AHN14/h66uNafWf8RZpZfHXkG5TrFBa1vQynFuvkhTo4lyVc8nHVvrFWRYP0L/urRUcCa9kiFc3mL9ce5vMax0QR9czANQzhzzMVPaUr0xq6NJHIRlGuwOh26xUMqm6+5wGs0DgzUTmd0OWz0tfs4MVYd8R5LjTFm20q3uhyfU4/A1owEmwJSFqX+BT1OjgzHiSSzlihDm5QK+EHxPpFyCsE00qJ4Yd3bCuKSO4d3Gj3Gy+/9VT1BUtn89IRtgj3w2w/PjKHjDsCf7oBl19TcfHAwVjV3ALQb6dAjNebI1wdfx+45wVsW3aWrr5d+v4I9uhGHkQ5d5/ZIJkF30bFlZUqm+WyJGJkkmqYRSWYK/ceF5sbnspfpb5zXeZ5uBBdE9arv/4Vt+jO30aPBJ6ZZhjCbmXH3uNHS6E1TGDcMvHeSMUeAW+t0abOWb+34FvlsgMt6dEGsNp+LXF4jkszSUiL1b6WIg+nlKhrB1kaCzfrjo8Nx0tk8K7rnliy7cHaYTp54utwIBrB7j1SlQ5sLphOjiZpiKI3EwUGjNVmN715fq5edJ6sTYB4+8DCoDCt91xfea/G5GKsQwbFSGAv0NOXXjLljiaXp0E5DzCeP025jMKp/zvYaarBCc+E1jDRzIbs4uBivw8vOoZ2EE90E3ZWRYD1tend/xNLn3UxxcDDGTeurjfFWrxOlakeCHz/xAFrOzVuX3gLoDrSE0Y6utK4/ns5Z9h0LeBwFw/TEaIK+Nmvmj5Cn3AgejWfI5DS6Gvy5IdQHn9tRloF2Xud5PHb4MY6NDQKMmw4NcGwkwXkLrOlhPBMcr0MZwmzlXPYJFqbAgbEDbD39LJmRS5nXotcXtReELMp7GFop4mB6yV89OkpnwF3zC1/vc0WSWfac0hf+ZssKobkxa1bN1jcAS1uW4lQ+HL4jVSl5hV7BI41fF3xgQG9NVisSMr/VU5X2rWka9+65l1yij2WhohhKa81IsHXCWKAbp1kjc2WxpenQ5QvZ46MJ2nxOa8VthIbAdPCYKY12m5017WvYMbTDqAkuv0dWdAdQiumLY80CRuNphmNpltWIBDsMnYDhivXEcHKY7WNPkhm7gN5AK1B0hpeWHID+N7UqHTpY0hbv+EjCsrpEMx3aPNdAVP97dAXFCBbA57QX+mEDbOjcAMA2o1VSbWEs0whu/Eiw3abomYPfBTGCZzn37LwHh3KSGbmUTqN2x+xxN1IRzbFSxMFMM62sSbQC08AOJzIFFWyJBAtQFDgqTYe2KRtt9hU4fUfKhG2AgqT/8TkgjnVgMMaSDl/N1mQLWr2ksvkycZvXB19n7+heMqMXl/XFbPVV1wRbL4yl/78ppbcpsYpQydwB+sN7LnqvhTPHNNLMrAeAdR3r2D2ym3AyXVVK4XXZWdLhn7441ixgPGVok3a/q0oY676995EjS2bk0sL3yvwbVdY46i2SrHKg6ZHgsUSGSCprWV2iuXaKGg6002HdCO6egwt/4czxu+1lzvf1HeuxKzu7RnUjuFZgqMXnJOhxNHw69PGRBL0hDw773DMZ594nmkNE0hF+vP/HrA2+CS0XKHgk2wtqjtV1fVYLYwEst9gINh+04WSGPaei9LV5RRhLAIo1q7GK3rh+bRk4+4llyuv3WrxO/C47x+ZEJDg67iJ2fg1j/4d7fojH7iUT3ki7v/j9bTVq7ks1BeIWC2OZRvD8Fq8lfcyL5yk660A3gue3iBEsFLMcSqM5a9vXksgmiGRP1IzkrOoJsHsORIILRvA4z+6OCiM4l8/xg90/oMuxHr9aUHC8mdHyUgV20OcPq0opAh49Emxm81hVl2g+WyKGg/V0RG+tJ5FgAfT5I1HiQPM5faxpX8OBiN6ZYrzsyL42H0cbfP1xbDQxJ0WxQIzgWc1PD/6URDbBYuf12BR0+PXJuM1Y0FYKWURT1kWC/S47ZgDKSmVoKI3mZNlzKsJKiQILBr5CSmP5IsyZXQpKY9vgtrL3lVJzok1BNpfnyHB83NpEM9ppClhE0hEeOfQIl3RfD3l3oQ0K6DXBmlY0FEF3KjhsCpdFnl7TsbWk01phDTMdOpzMoGkax0ckEizo+JzVpRRrO9YCkLIfrYoEA6zsDnJoKEbGaMnWqBwcjGG3qUJ6ZiWVkeBnTzzLidgJ5tneXOYcKDioE5Xq8jnLHGgBt5NoMluX9kgTYbPp7ZjMSPBAxIgEh+bm4l84M3xOe9W6Y3P3Zk4k9gDZmvMHGL2CG3z9cWI0Uciqm2uIETyLuW/vfaxqW4WWWki7313wxpo1wcMl6dDZXJ5UNm9Z7ZuuDKl/yZd3WxwJNrzNw/E0BwZiUg8sFCikrKXKH0ZaciEArw28VrXPonbf9BrWzwKOjSTI5LRxI8HmA8qMeP/kwE9IZBNc0PYWoFwYqtX4Ho8mivNHwljEVqaT1wvTOLWyPRIUI8HhRIZwIkssnZuzD2/hzDCNtNJozrKWZbhsbuye41U1waCn7uc16B9Lzth1WsGBwRgL27xlYlalVBrB9++7nzZ3G+70+eVGsLeYpWWSy2uks3nr1KE9DtK5fCGabeX3OeB2EE3pn+10JIXXabesRERoLHxue6GLgsnm7s3kSOMNnBr3u7Ww3cexkcZt05jLa/SPJS1TZT/XiBE8S9k1vIvtQ9u5a+VdDEbTZSk5Xqcdt8NWFgk200OtbAVierosjwR7ij2J07k8K8UIFgwKdX0VD6N40o2X+TWN4IXtPo4Mxxv2IQTFdMbxShFavE58LjsnRpO6INbee1nTvgY/SwDKIsGthqJ8aV1wLJW1rD0SFI1Tq43gUlG9Y6O642OuPryFM8PtsGFT5VkkDpuDpaEV2DzHa0ZyCi1OGtyJdmic9kgm7X4XI3G9RGIoMcSvjvyK25bfRjQBLSXOgZaSLC0T8+9ppbI8wM7+MC6HjQ4Lld7N1GvQI8HdIbdljkGhsfC57MQzubJ1xObuzQB4Q0fG3W9hm5dEJlfoVNBonI4kyea1OZtRJUbwLOW+vffhsrm4ddmtDERTBVEs0KOyHX5XWUuD4oPIuoVsyOvAaVeWqTMWz6M/aLceGgb0uixBAAqZDpWR4HAiQ7t9Ja8PvF5l7C5q95HM5Atqn43I/gFdJX3pOA4opRQLWr2cGE2wY2gHu4Z3cffKuxkxDN12fw0juCSlMZ7JFVLNrcBcyC62sD0SlEeqTozq0TuJBAugf0d8LkdBBM5koX8lds8JAp7q+7+vrdjipFHRNI2Dg7EJ+3O3+93k8hrhZIaHDjxEVsty18q7GEtkymodS/U6TMy/p9V6Arv7Iyxo9WKrIQxYLwLuYjum05GkiGIJBXwuh571UFIa0eXrwk0Xdu+hcfcrtklqTEeaWYs/V53JYgTPQpLZJA8deIjrFl9Hi7uFwUiqSpyhze8qiwSbao2VfVLrSavXxZIOv+UKcWb98bbjet9TUYYWTOw2hbdGbU44maXXvZrR1ChHIuVe2UXtjd+w/uBgjFafc8JenPNbvRwfTfCDPT/A6/By87KbGYmlcTlsZYJ5LV79GKMl5RThRIaghQ60LYvbufvCPi5d3mHZOQACLgdK6Z/n+IhEgoVyfC57oU+wyTzvCpQ9RYrTVeN7WzzYFBxr4LnjdCRFPJ2r2R7JxIyuDkZT3Lf3Ps7vOp/lrcsZS2TKIuQepw2nXZWpQ5tGsFWinAGjf/Pe01HLHVrBkp7EAzXWXULzMl4Wmie3nIzz4LiZZn2FbJLGdKSZYpt9c/Q5KkbwLOQXR35BJB3h7SvfjqZpDESrJ+N2v6usJtisWZrXYp2Iw8ffspp/vGuDZcc3MeuP07k8fW1e6fEplOF328vUoXN5jWgqy6KALnJTmRK9sGAEN+ZDCPQewROlM4IuGHN8bISfHvwpNy25iaAryHAsTYffVZbSZ0aCSxeyp8JJSwVgWnxO/vUdG8cVD6kXprhNOJnlxFgSl8NWlkUjNDc+l70qEtzuWAbAQHp/1XiXw0ZvyNPQkeADA2Z7pPGdyWYLtRdPvsKBsQO8feXbAT3iWxoJVkoR8jjLhLFMh6RVz2lTByKdzVuuUBso6Ul8OpKiOyiiWIJOrRZrALbUUnIqzNHI0Zr7mZmTjeqEN43guepMFiN4FnL/3vvpC/RxUe9FhJNZ0tk8XYGKSLCvPBJsGsG9FrYDOb+vlS1L2i07finmYllEsYRK/G5HWZ9gU81zUWApAWeA1wdeLxtvPoSONOhDCPRI8GS1+AtavUQcW4ln44VF7Eg8XVYPDMW6vtKa4P6xpKUOtJkk5NFbQB03FC2lpk8w8dZIh/ap+Wh5O8die2vu02cI2zQqk7VHgmIk+OdHH8Tr8HLTkpvI5PLE07mq1i8hr7OsRZLVkeDS7Dar2iOVniuazJLM5IgksxIJFgqYTp54RSlWJr4IgFdOv1JzP7/bQYff1bDp0CdGE7T6nHO2TakYwbOQP7voz/jrS/8am7IVZPprRoJLjOCTY0mUmjuN3U2Bm5VSDyxU4HM5ytqcmPVpLV4X53WeVxUJ9jjt9ITcDWsEx1JZ+sNJlk3Sn3t+qwdny1YWBpaysWsjAMOxdFUKtdNuw++yF4zgWCqrp5PPESPYTGk8PjJ32zoIZ4fPZSeRKV/ExpKKfKqXQ9E9Nffpa/M27AIW4OBgFLfDxrwJMj3a/S5QaV4deYKbltyE3+kvZIpU9k8OeRxlkWBzHVLpbKsXZUawxXokAbeTaCo77rpLaF4KkeAKJ1o00oFT+cc1gkF3pDVqJtpcf46KETwLWdO+hisWXAEUe9XVigSHk9lC/8L+sSRdATdOi+t1Z4pCJLhbIsFCOX5XeU2waQSHvE42dm1kz8ge4pnyReuiBu4VfNqYAyaL1CrXaey+I1zUcVMh+jkSzxRSHUtp9bkKi9z+sJFFMkf6YYa8errmidGE5emTQmPhc9nLHGigzx/51AL2jOyqWdfX1+bjZDhJOtuYvYKPDidY2O6bUFCq3e/CEdxBOp/g9uW3A8VewLUjwUUjeNAQHOwMWGMwBtylkWCLjWBDHfqUMSeKESyYeGsYwfm8RjSVp9u1ildPvzruvgvbvA2rMH98NDFnU6FBjOBZj/mAqY4E6w+mEaMu+GR47qQzgqRDC+NTmQ5ttusIehxs7NpIXsuzfWh72T4LG9gINj/rZOlIr478DE2zsch1VeG94Viadl91HW6L18mY0Sf4VKGUYm7MHyGPk6FYmtORlOXpk0Jj4XVWC2NFklmc2YWE02GOR49X7dPX5kXT4ORYY0ZyYunspIKZHqcdT9vL+GxdXNhzIVDUDKhpBJdEgk1HfYdFtfcBz8wZwaY4oJlCPlcy64TpY7YQLHXAR5JZNA0W+9ezf2w/Y6mxmvv2tfk4MZogl2+sNo2apkkkWDg3mB7p8dOh9d9HYkY0ZywxZxaxUEyHXt5tbV9RofGoFMaKmJFgj5Pzu84HaohjGdGcVLZ8AdwIJDKT19xl8hl+dfyn5KJrGYvqc0Mml2csMV4k2FlIhz5ZENWbGw+6kMdRWMRKJFgoRe/1Wd1ezc9iAHYO76zaZ2GDt0mKp3OT1uuejp9GeffSrS7DpvRlYTEdutyADnmcjJX0CR6MpmjzOS3LQnM77LgcNpSy3lFnGtwHCkawzB+CTq10aPM7siKkC8aOFw3ua/OSyWmcjiStvcg6E05kiaVzYgQLM8unH9rBX93/BgAD0RROu6ryxrYZkWCzHufkWHLOLGIBbljXywcuWyzK0EIVPpejTJzCFGkJeZy0uFtYElrCa6fLjeBF7T40rdjzrpGYivDMk8eeZDg5TDB9OccMNcfRGj2CTVp9zkKf4LmYDm163Ofyw1s4c7wuR1UkOJzM0OZYjEM52D64vWofU1ivUeuC4+kcXufEz9GHDzwMSsObvqTwnjmvVkeCHWXp0DPRSijkcdAT9OByWLtkNVOvDw7EsKnac6fQnPjc1ZFg83uwtm0dDuUYty7Y7MgQSWZrbp+tzHVlaBAjeFZityn+64WjvHZ0lIFIis6Au0rh1JycR+JpoqkskTkkbANww7oe/u5t553ryxBmIaVtLKAkEmxELDZ2beT1wdfL6vsWdTRur76E8dCdaCH7wN4H6PJ2sdC7mRPGg8sslai1kGvxukoiwQlavM5CzVOjE5pBIR2hsfDXaJEUTmRp8XpZ3b66KoME9Fp8u001rLBNIp2d0IGmaRo/3v9j/Npy4rG2wvvjC2M5SWfzJI0MlcFo2rJ6YJOA2zEjWR3FSHCUzoAb+wR11EJz4XOOHwnuDARZ27F2QoVooGzd0giMGiVTVpU6zAbECJ6F/OG1K+gMuPm7B7dzehwva7uhxDgcSxfbI82RSI4gTITZ69M0cs2aYNOLv7F7I8PJYY5FjhX2MVMaG1EherJI8EB8gKeOP8Xty2+nry3AiVF9PjCzRNprqLa2+vSaYE3T6B9LzSk9gWBJL+K55BgUpo+uDp0rc5CFkxlCHiebuzezbXAbmXymbB+H3ewV3HhzB0yeDr1reBf7Rvex0HUVw9Fixwmz7reyt7dpFJtRsJmIBF+zupsb1vVaeg4o1gQfGoqLKJZQRi1hrFLxuE3dm9g+tJ1MLlO1r1lPHGswIzhuiAj6J8jI/P7u73M6fnqmLqnuiBE8Cwl6nHz8Lat5+cgoz+4brFKGBl3dFWCk1AiWBZ/QBPjdDrJ5jZSh1hpOZvC77DiMmrTzO/W64FcHXi3s0x1043LYGlIcazIj+Mf7f0xOy3HnyjuZ3+rl5FiCfF4r9BGvWRPsdZLJacTTOfrDc1NPoDvoxu2YG9FtoT54XQ40DZKZotJzOJHRleW7N5LMJdk9vLtqv4Xt3oatCU6kcxNmefx4/49x2pysDV7FUCxdcBCMJTK4HTY8zvJ9zUwL0/k4GE1ZHgn+5O3r+cg1yy09BxQjwelsXkSxhDLcDht2mypLhy4Vj7ug+wJSuRQ7hndU7et369+hSmX62U7MzEIbZ/7YPrSdT/36U/zs0M9m8rLqihjBs5S7L+hjw4IWsnmtpkfS5bARdDsYiqULqpVzKZojCOPhr/DIRpKZspS9Fa0r8Dv9ZamNNpvS2xQ0oBFs1jDWehBpmsYD+x7ggu4LWBxazIJWXYBjIJpieIJ0aLNGaSyRoX9sbinLm5HguVzHJJwdRXGbck2BkMfJpq5NQG1xm742X0MawZqmEc+MHwnO5DI8dOAh3rzwzcwLdpDK5gtCfOFEpqoeGIo1wuFkhlgqSzydmzNR09J2THPlMwn1QSmFz2mvmQ4dMiLBAK+cqk6JNu+rhosEG5/VNOIruWfnPXgdXt624m0zeVl1RYzgWYrNpvjk7esA6BknzbnN72IkXowEjzdOEOYSvooHSjhR3gLEbrNzXud5VYvZRe2+Bk+Hrk5JeuX0KxwKH+LOlXcCeisogHd+6Tm++8JRoGjwltLi1Q3jgUiKwWh6Ts0dZvqm1AMLlVSmNGZzeaIpff7o9fcyzz+vZl1fX5uXU5HGU5dP5/Lk8tq4ApOPH3uc0dQod6y4gw7DWTZkpESPjWMEmw7HsUTG8h7BM01pKYUoQwuVeF32Qoow6I4gu03hd9np9HayMLiw5vzhq9FeqREw11i15o/h5DCPHHyE25ffTtDVuK1MxQiexVy4uJ1v/+4lvP+yxTW3t/ldDMfSnAwnafe7qtKWBGEuUvCqGg+USCpTVbe2pWcLe0b2lPXtW9ju48hQvKwesBGIZ7K4jFSsSu7fdz8+h48bF98IwBXLO/iHOzewuMPPrv4w81o8NVOCTcN496kIMLeySMx0aFGGFiqpbHNiCtWYht2m7k28evrVqjmir01Xlzfr7RuFQhbJOGuDB/Y9QLevm8vnX14omzC1BMYSmSpRLCg6mcKJTKGFY+ccEc6RSLAwEX63g3imPBIc8jgKwrWbuzfz6kD1/BEoCGM1lhNtolKsH+75Iel8mnevefdMX1ZdESN4lnPlyk46xvGydpREgkUUS2gWzAnZrK8JJ7JVi7VL5l2ChsbW/q2F9xa1+4iksoUUpkYhnsoVUsBLiWViPHroUd669K34nHoE2GG38e5LFvHN37mYl//mBh7+o6tqHtOM8Ow6qRvBvXOovZq5SJ8/hwx7oT5UpkObda1mneumrk2cTpzmZOxk2X4LG7RN0kSL2NPx0zx9/GluX347dpu9UDZhGsHh5HiRYKMmOJktRILnisFot6nC30pqgoVKvE57oVsDmMryxe/Ipu5NDCeHORI5Urafx2nDphovHTqW1h3wlT3As/ks39v9PS6ddynLWpedo6urD2IENzBtPhcjsblX0ycIE+Gv6NcXTmbK0qEBzus4D6/Dy/P9zxfe6zMUohut1Ymu7lqdjvTooUdJZBOFVOhKgh7nuH0ui5HgMDC3lOUXd/j4m1vX8bZNC871pQizDPN7ZEZIw8nyNkCbuzcD1XXBfUaZQaPVBccn0BN4cP+D5LU8b1uu1/N11IgE1zSCSyPBRup0LfHORsWM2nWH5s5nEuqD320vE7eq/I5c0H0BQFVKtFIKv8tRyF5rFBLp2g74Xx75Jafipxo+CgxiBDc07X4nQ7EU/eHknFJ3FYSJqGw3EDGEbUpx2vWWJy/2v1h4z1zUmNGLRiGRydZcxN6/936WtSwrqGGfCa1GTXAxEjx35g+lFL975dKaqthCc1OZDl3ZBmhl20p8Dl/VIrYn6MZhUw0nrJcYR0+gVFBvScsSANoDFUZwPFPWc9vE47TjctgIJ/V0aKVqi+81KqZCdFdg7syJQn3wumqkQ5cYwUtblhJyhWrWBfvdjsaLBKeqHfCapvHtnd9mQWABV/ddfY6urH6IEdzAtPldJDN5hmNpiQQLTUNpuwFN0wgnqiPBABf3Xsy+0X0MJgaB6khHo1Crz+eB0QO8OvAqd664s1CPdCZ4nDZcDhtDsTQ+l73mYlcQ5hoFI9hUQE6aNcH6/e+wOdjQtaFMWR70MoN5rZ4GjASbwjbl88drA69xKHyIO1bcUXgv6HbgtCuGYmnyeY1IKlszEgy60yCc0NOh232uQnu6uYDZK3iupHgL9cPntBNPlSrLlxvBNmXjwp4Lef7k81V1wT63nVi60WqCs1XK0C/0v8Arp1/h/evej93W+DpEc2fmakLafUXv61yq6ROEiShVWkxkcmTzWk0Bl4t7LwYo1AVXCr80CvF0rkrY5oF9D+BQDm5dfutZHVMpRavxN+tt8ZyVIS0IjYa3kA5dLKUAyjJJNndvZvfIbmKZWNm+7X43I/EGmzsytdOhH9j3AF6HlxuX3Fh4TylFm8/F1kPD/Nsv96Fp1JxXAVq8joIw1lwzFgMeB0G3Y8LeykJz4nOXt0gKJ6pFOa9ccCXHo8c5FD5U9n6gESPB6VxhzjT5z9f+k25vN29f9fZzdFX1RYzgBqY03U8iwUKzUKq0aLbzqHwQAaztWIvf6eeF/heAYqRjuMEWsomKSHAmn+HH+3/M1X1X0+ntPOvjmnXBc6keWBAmwuesFNUrrwkG2Ny1mbyWr4oGhzwOIsnGWsQmaghjxTNxfnrwp9y4+Eb8Tn/Z+CWdfrYeHuF//3wPQbeDDQtaah435HUSTuotkuZKeySTzoBb2qsJNfG57IU+2noWWnW2xOXzLwfgmePPVO3baEZwPJUtqwl+sf9FXjr1Er+z4Xdw2+fG915y4BqY0jqcuVTTJwgT4XHaUAqiqQx/86NtuOw2tixpqxrnsDnY0rOlYASbkY6RhosEZ/G5fIXfnzr2FEPJIe5aede0jmvWBcvcITQLZnQvUZIOrVQxBRZ0hVeHcvBi/4uFBS1A0OPgxGijpUMbRrCz+Pl+fuTnxLPxmoJ63/jtixmJp2nzuSaMhIY8TkbjaYZiaZYs8Y87rhH5q5vXFpwHglCK31WM5iYzedK5fJUR3BfsY0loCc+ceIb3rntv4f2A29FwLdZi6RytJRmn//naf9Ll7eLuVXefw6uqLxIJbmDaStOhJZojNAmm0uJ3nj/C47sH+J+3r2NVT+1m7Rf1XsTh8GH6Y/2A7jgaajAjOJHOlS1I7993P53eTq5YcMW0jttiRIIli0RoFtwOvVVJsUVShoDbga2kB7fP6WN95/qC88wk6HY2YCRYv96y+WPv/SwKLioo2ZbiddmZ3+qdNBU45HUyljAjwXNHFAugJ+RhSefcMuyF+uB12Ull8+TyWomyfHUs8YoFV7C1fyupXFGE0+9uPHXo0prgF/tf5MX+F/ndDb87Z6LAIEZwQ2MK/YQ8jkLbGEFoBvxuO6PxDHdf2Me7L1407jizLthUiW73N14kOFaSDj0QH+CpY09x+/Lbcdim950v1gRL6p/QHJgOtHhJi6RapRQX917M9sHtZXXBwQZMh67sE3w0fJStp7Zyx4o7pqUDEPI4ODmWJJnJz7maYEEYj9I+42NGKUUt8bjL519OMpfkpVMvlezrKGuv1AiUtmf8zs7v0O5p5+0r50YtsIkYwQ1MyOvEpmCeLGKFJqM76GH9/BCfvuO8CRdzq9tX0+pu5bkTzwF6HX1j1gTrD6If7/8xOS3HnStq9wY+E6QmWGhGvC57Id31VDhZs73PxfMuJqflyhaxIa+TRCZHJpefsWudLoU+wUYt9AP7H8CmbNy2/LZpHTfkdZLK6n+HuVYTLAjjUdpn/FRYT20uzcg02dKzBZfNVVYXHHA3bk3wYGKQJ44+wduWvw2PY26tF8QIbmDsNkWrzyU1fULT8f9++yJ+8OHL8DgnTtuzKRtXLLiCp48/TV7L0+5zNZQ6dDan1x35XHbyWp4f7v0hW3q2FHp7Tgez1kfSoYVmwufSFV6zuTyvHhll08LWqjGbujbhtDnL+oybbdiiDRQNTmRyeJw2bDZFLp/jx/t/zGXzLqPX3zut45ZGvyQSLDQLpX3Gf31gCLtNcX5ftXicz+njgp4LePbEsyX7OkhkcuTyWtX42Ug+rxHP5PC5Hfxo34/IatmaOgKNjhjBDc5N63u5bm33ub4MQZhROgPuqibu43HlgisZSY2wfXA77X4XY4kM2QaJ5pgtTnwuOy/0v8DRyNG6iVIs7vDhddpZ2OabfLAgzBG8Rjr0rv4IsXSupqiex+Hh/K7zy+qCg0batFkL2Ajoonr6PPn8yefpj/Vzx8o7pn3c0hRyiQQLzYJpBMfSWZ7eN8Smha2FeaGSKxdcyb7RfQU9ErOrRdyiuuDhWJpUtn7p1slsDk0Dn9PGfXvv48KeC1nasrRux58tiBHc4PzjXRt4/2VLzvVlCMKs5Yr5V6BQPH38adr9LjQNRhONsZA10za9Ljv37rmXFncL1y++vi7Hvvm8eTzzF9cWBLIEoRnQ25xkefHQMAAXLWmvOe7i3ovZNbyLcDoMFCPBjVQXXNpj/IF9DxByhXjzwjdP+7ilYkBiBAvNgulQOhVO8saxUa5YMX6Lwivm68KVTx9/GqCg22NFXfBYIsO1n32cf310d92OaV7nUG4nRyJH5lwtsIkYwYIgzGnaPG1s6NrAU8efKvTWbhRxLLOmL2+L8Isjv+D25bfXTZnRZlM16yEFYS6j9+vMsfXQCAtavcxvra2pcXHvxeS1PC/163XBphHcSJFgs8f4WGqMXxz5Bbcsu6Uu84cZCbYpZA4RmgYzEvyLnafJa3DF8o5xxy5vXU6vv5enjj0FUFBZtkIh+uvPHGI0nuEnb/SjafVJtzYj1tsjjxF0BuvmfJ9tiBEsCMKc56oFV7FtcBsuVxygYeqCCw+isV+SzWe5e+Xc6c8nCOcCr1MXxnrx0HDNVGiT87vOx213F1KiTcOv0SLBPpednx78Kel8mjtW3FGX44aMmuB2vxu77exVpgWhkTAjwT/feQqv087mRePPH0oprl5wNc+dfI50Lo3fZUaC6zt/RJIZvvbMQYJuB8dHE+w+FanLcWOpHNji7Aw/zS3LbsHrmJsCvGIEC4Iw57lqwVVoaByOvwI0jhGsp0NrvDD0Ey7ovoBlrcvO9SUJQkPjdzs4NBTjdCTFlnFSoQFcdhebujcVjOBGTIc2e4w/sO8BVretZm372rocN2T8LUQUS2gmzEjwqXCKS5a143JMbEJd3Xc1iWyCrae24jMiwdE6G8Hf/vURxhIZPvcbmwA9Sl0P4ukszpZXyWoZ3r5qbqZCgxjBgiA0AWs71tLuaWf76PMAdW2TtO34GN95/nDdjldKPJ3D7jvAQPL4nH4QCcJM4XXZC+19LpogEgx6SvSekT2MJEcKAjiRBkqHjmey4Opn+9D2afcGLsWMBHcGJBVaaB5MIxjgiuXj1wObXDzvYtx2N08ee7IojFXHmuB4OstXnzrA1au6uGFdD+f3tfDznafqcuxYKouz9QWWBFazpn1NXY45GxEjWBCEOY9N2bhywZW8dPo5IF/XmuD/88R+PnH/tkLfwHoST+sPIr8jwI2Lb6z78QWh2fAZQlFBj4NV3cEJx17cezEAW09tbchIcDydY9T+NA6bg1uW3VK345qp4RIJFpoJn7soCDeRKJaJ1+Hlot6LePLYk2XK0vXiv144ylAszR9duwKA69b08OrRUQajqWkfe8/oDuyefm5YePu0jzWbESNYEISm4Kq+qwinwwRCxxmqoxH8ypFRAB7bUR8PbCkD8SEcwW1c23fznGtSLwjnAnMxumVxG7ZJ6lnXd67H6/Dy/MnncdpteJy2BosExzmVf5rrFl1Hm2fiqPeZ4HLYmN/iYUV3oG7HFITZjqm03u53saZ3YgeayZv63sTRyFFG0seB+qpD/3zHKdbPDxXKOq5b242mwS93TT8l+plTP0HLO7lx0VumfazZjBjBgiA0BVfMvwKHzYGndWfdIsGnw0mOjyYA+JkFRvCLg4+hbDnuWH5X3Y8tCM2I1xComage2MRpc3JBzwW82P8ioEdA6x0JPjGaIJevj6JrJXHX82SJ89617637sR/9k6v54FWiUSA0D3abwueyc9nyjkkdaCZX910NwCtDzwH1E8bSNI0dJ8Oc39daeG/9/BDzWjz8Ypop0fFMnNdHHycbPp8Of8s0r3R2I0awIAhNQdAV5JJ5l5DzvsFgbPrpQgAvG1HgLYvbeG7/YF3bp2iaxiujj5CNL2Zt56q6HVcQmhkzEjxef+BKLu69mANjBxhMDBL0OOpqBB8fTfCmf/kVv/+traSy9e0fmtfy5IJP0eFYzsaujXU9NkDQ48RplyWk0Fx87p0b+bMbV095/PzAfFa0ruD5fr1fcL2EsU6MJRlLZFg3P1R4TynFtWu6eWrvIMnM2c8njx56lIyWIDN6UaG101yl7jOYUupDSqlfKaVGlVKaUmpJjTFtSqlvKaXGjNe3lFKtFWMWKaUeVErFlFKDSqkvKqVcFWM2KKWeUEollFLHlVJ/q+ql/CAIwpzj2oXXkrUNcDp5qC7He+XoCC67jT+9YRWZnMbjuwfqclzQ6xBHMyfIjF5caM0gCML0uHpVF++9dBGbFrZOafwlvZcA8GL/iwQ9zro6up4/MEQmp/Hznaf50DdfmtbCtZInjz2DzTXA+aFb6yaIJQjNzlvOm8fSTv8Z7XNV31W8fOplvO50oe3hdNl+fAyAdfNCZe9fu6abeDrHq0dHz/rY9+69lxZHH/nkYjwOMYLPFB/wM+CTE4y5B7gAeCvwFuPnb5kblVJ24GEgCFwFvAu4G/hsyZgQ8BhwCrgI+CPgz4E/rdsnEQRhTnHtomsBxbD2Sl2O98qRUdbND3HJsg46A25+tr2/LscFuHfPvTiVH1t8k/TiFIQ6sbTTz6fv2DBpexOTNe1rCDqDPH/yeYIeB+E6RoJfPDRC0OPgH+/awJN7B/i9b2ytW2r0t3Z8i3wmyPqWq+pyPEEQzo7rFl1HVsviadlJtE41wTtOhlEK1s4rr03ua/MBnLU41hsDb/D6wOssdV2Hz+mYctp3o1J3I1jTtM9rmvaPwNO1tiul1qIbvh/SNO1ZTdOeA34fuFUpZeYY3AisB96nadrLmqY9Bnwc+KBh/AK8B93g/oCmads0Tfsh8BngTyUaLAhCLTq9nXQ6VpJ0vjrtY2VyeV4/NsrmRa3YbYob1nXz+O6BuqQ1jiZHeezwYyx0XonPKYJYgnCusNvsXNhzIS/2v2jUBNcvErz10DBbFrfxrosX8cnb1vP0vkF+fWBo2sc9MHaAF/qfIzN6KQG3zB+CcC45v/N8+gJ9EHy5bpHgHSfCLO30V2WJtRjty8YS489TA5EUmlbb2faNHd8g6AzSa7u6TA17rnIuCjouA6LAsyXvPQPEgMtLxuzUNO1oyZhHATdwYcmYpzRNS1SMmQ8sqf9lC4IwF1gZuAzlOcH+4SPTOs7u/gjJTJ7Ni3TV1RvX9RJNZXl2//QXsT/e/2My+Qy9tmsKLV0EQTg3XNR7EUciR3C4xupWEzwSS7P3dLQg0PUbFy3E57LzkzdOTvvY9+65F4dykBm5pKy3qSAIM49SipuX3UzWuYeR1PTXB6BHgitToaFoBIcTteepcDLDlZ/5JT946VjVtmORYzx2+DHesfodpDNO/E0wd5wLI7gXGNBK3BDGz6eNbeaYSnmzQSA3yZhTJdsEQRCq2Nx5JQCPHPzFtI7zypER/XhGbeFlyzvwu+zTTonWNI17997Lxq6NOLLz8TbBg0gQZjMXz9P7Bcdsu+sWCX7psD5/mAJdHqedN6/p5tHt/dNKic7kMjy0/yEu6LoSLRfA65z70RxBmO3csvQWUBons89N+1hjiQzHRhJlolgmHqcNp12NGwkejKRIZfM8V8NZ/+2d38aGjXeveTexVK4ptEimZAQrpT5tiFxN9LrmDM5ba4ZXFe+P9xSYaIwa531TsGurUmrrwED9xGsEQWgslrcuIZfs4Yljv5zWcV45MkpX0E1fmxfQF7HXru3hkW39ZHL5sz7uy6df5uDYQe5edTexdBZ/E6QkCcJsZlXbKlrcLQznd5DM5Kf1/TZ58fAwLruN8/uKLUhuPm8eg9E0Lx4aPuvjPnHsCUZSI1ze/VYAiQQLwixgWesyvNoihtXz0z7WzpNhoFoUC/Soc4vXOa4RbGoavFYhnDWWGuO+vfdx87Kb6fH3EE9n57wyNEw9Evx5YO0krxemeKx+oLu0btf4uYtiJLef6mhuJ2CfZEy38W9VkyxN076sadoWTdO2dHV1TfFSBUGYa3QEXGQj69k1+jqDicGzPs7LR0bYvLC1THn11vPnMRLPTCsl+t499xJ0BrlpyU3E0zm8kg4tCOcUm7JxxfwrOJZ8CcjVJSV666ERNvS14Cn5fl+zuguP08Yj284+m+SBfQ/Q7e1maeACQIxgQZgtzLNfTtp+mMPhw9M6zo4ThhFcIxIMEPI6CY9jBJvG8YHBGGPx4pgf7PkBiWyC9697PwCxdK7QU30uMyUjWNO0QU3Tdk3yik/xnM8BAfSaXpPLAD/FOuHngLVKqb6SMTcAKeClkjFXKaU8FWNOAIemeC2CIDQZbT4X2fBGNPI8dvixszrGcCzNoaF4oR7Y5E2rugi6HTz02omzOu5YaoyfHfoZtyy7Ba/DSyKdk0WsIMwCrl98PYl8GLvv0LRTopOZHK8fG2XLkvL5w+928KZVXfx020nyZ5ESfTp+mqeOP8XtK24nndH3l3IKQZgdLHZfDpri4QMPT+s4O06G6Qy46Q7WFr1r8Y7fyq3UOH79+CgA0XSUb2z/BlcsuILV7bo+cTyVlZrgs0Ep1auU2gSsMt5ap5TapJRqB9A0bSfwCPAlpdSlSqnLgC8BD2mattvY52fAduCbSqnNSqnrgX8BvqJpWtgYcw8QB76ulDpPKXUX8BfA57TxZM8EQWh6Ovxu8ukeOpyLeOTgI2d1DDMdqTSVEfSU6BvW9/Do9n7S2TNPmfzRvh+Rzqe5e9XdAMTT2aaoyxGE2c4V86/AoVw4gtunHQl+/dgYmZzGRYvbq7bdvGEep8IpXjk6Mu7+z+0f4tMP7ah6/8H9D5LX8tyx4g7iaV2lXuYPQZgddHi7Ibmchw48NK4681TYcSI8bhQYIOSZKB26+L6ZEv2tHd9iNDXKxzZ9rLAtnpaa4LPlw8ArwHeM3x82fr+9ZMx7gNfQjd1HjZ/fZ27UNC0H3IJu5D4DfA+4D/izkjFj6JHf+cBW4N/R+wh/zoLPJAjCHCHocWC3KRa6L+fl0y/THzvz1EPTm9rud1Vtu+38+YSTWZ7aO7H2wJee2M/2E2OF35PZJN/Y/g0u7Lmw4I1NpHMSyRGEWYDP6WN920U4gtsZS6SndSyz5vfCxW1V265d043LbuMnb4w/Lz2y7SRfffogI7HidWiaxgP7HuCC7gtYHFpcYgTL/CEIswG/y0FqZDNHI0d56dRLk+9Qg3Q2z97TkZr1wCYT1QSb7y9o9fLq0TFGk6N8Y8c3uH7R9azvXF8YF5Oa4LND07RPapqmary+XjJmWNO092qaFjJe79U0bbTiOEc0TbtV0zSfpmkdmqZ9TNO0VMWYNzRNu1rTNI+mafM0Tfs7iQILgjARNpuizeekVbsIgJ8d+tkZHyOa0iNBgRqiVVes6KTF6+Sh18dvdZLO5vnHn+7ii7/YW3jv3j33cjpxmj/Y9AeF9+IZSYcWhNnCZb3XYHOOsXO4Ogp7Jmw9NMzK7gBtNZxoQY+TS5d38My+8fUKzIWsmZECuqDeofAh7lx5J6A70EDSoQVhtuB3O0iHN+B3Brh/3/2F9zVN45e7Tk2pBGLf6SiZnDZhJHhCYaxEFpfdxiVL23n16Chf2/Y14pl42boDJBIsCIIwZ2n3u8gkOljbvpZHDp15SnTMMIJrGaguh423rO/lsR2nSGZyNfcfiesRnCf2DJBI50hkE3z1ja9ySe8lXNR7UWFcXCLBgjBruKbvTWiajZcGnprWcQ4Px1nVExx3+4JWD4PR8aPN5gJ3R4kR/P3d3y8I6gHFSLAI6wnCrCDgtoPm4tq+G/nZoZ8RTUcBvV3a73x9K09Mkj0GsOdUBIC1vePPHy2GMFatmGA4mSHkdbBpUStDyQHu2XUPtyy7hRVtKwpjMrk86WxeaoIFQRDmIm0+F8OxNG9Z+hbeGHyDY5Fj5PIaX/zFXgYiqUn3jxkLzPHaF926cR7RVJan99aO5gwZC9xkJs+Tewf4/u7vM5Qc4qObPloYkzUeRD7p8ykIs4L5oQ5ysWVsH3t6WseJpbI1s0hMWn0uRuPpcesGK43gkeQIjx1+jNuW34bXobdsi2f0iI/DLss8QZgNmJHVa+bfQjKX5KeHfgpAfzgJwKHB2KTHGDUc6LVKsUxCXgd5rZixVspYIkPI62RjXyuuzp+TyWX56MaPlo0pONCaoD2jzI6CIDQd7X4Xw/F0IWry6KFH2XEizOce28ODU1B2jqayOGwKt6P2FLpxYSsAh4ZqP9SGS2r5frLtMF/b9jUun385F/RcUHg/npGaPkGYTQQ8DrLR9YxkjnNg9MBZHyeeyuGboN6u3ecim9dqLmIBRgvp0HpU6Ef7fkQmn+Edq95RGCN6AoIwuzCd5vO9q1jRuoL79+op0YOG4/3I8ORNdkwHfMAzvoHa4nUC1EyJDicyhDxOHJ5+nK0vstJ7EwtDC8vGxNP6vCORYEEQhDlIu9/FUDTFgsACNnVt4sH9D7LvtL6gHM9wLSWWyuJ3O8p6BJcSdDvwOu2cMjy8lQzF9Ifexr4WfnXyfoaTw2VRYCjW9E20WBYEYeZw2m04EhsAVVVGcXw0wb7T0UmPoWmaLjozQb1dq09fxI7EJm5zsu90hFQmx71772Vz9+aylMa4tFcThFmFKTQVT+e5c8WdvDH4BntH9jJkOMWPTsEIjqayOO0Kt2P87/aERnAyS9Dr4AuvfA47Xhi9oWpMLNU8egJiBAuC0HQsbPcxEs8wFs9w18q72D+2n+dPvAzAwSmkJMVSuQnTGZVS9ITc9Idrp1abqq53XthJPvgrzmu7hI1dG8vGiLqrIMw+gs4OOmzrqtqcfOrBHfzhPS9Pun8ykyevjV9KAXq5BhS1A0rRNI2xRIa+Ni+ZnMaPdj/J4fDhsigwSCRYEGYb5nc+ls5y2/LbcNgc3Lf3vkL9/1QiwdHkxKUUoLdIAl0Eq5JwIkPOvZPnTj7Heb672XksS65CkKsYCZZ0aEEQhDnHakOUZs/pCDctuQmfw8fW4UeBM4kET7zA7A55xo0ED8fS2BRE3Y+jHHG6MrdVjTEfRF6pCRaEWUPI66SDyzgaOcprA68V3j86EufYSGLS/WPmAnOC+cNUja5lBCcyOTI5jcuWdQDww70/oMXdwo1Lbiwbp/cYFyNYEGYLpvEaS2Vp87Rxw+Ib+NG+H3EqordKPDqcmLR/sJmFNhGhCSLBY4kkB/PfZXFoMbcueTuxdI7jFfOWGQluhiw0MYIFQWg6VhnKirv7I/icPt669K2czv8abEmOjyRIZ/MT7q/30Jv4QdQT8nB63HToNC3+HPfs/iZtbOLFPYGqh19CIsGCMOsIehy405vw2D08uP/BwvunwimiqSyRZO0UZhNTWX6iKEubmQ5dwwgejevH37iwFbd3kJ3hp7lr5V247e6ycfF0TkT1BGEWYT7L44aR+e417yaSiXA4pavNJzK5CVXhASKTiOpBMR06XGEEa5pG3PM40fxx/vuF/52ugB+oNpYTGYkEC4IgzFnmt3gIuB2FdgN3LL8TTaVp695BXps8LSk6hQdRb8jNqXCqpmd3OJbG3fEMkXSEu5f9LifHkgWRGxNJhxaE2UfQ4ySWdHDtomt55NAjpHNpMrl8oc6/f6y248vEjLJMGAk206Fr1ASbC9YOv4v2BU+C5uQD6z5QNS6RkXRoQZhNmGsGU/BuY9dG1ravZdD2K4Ie/bs62dpjMmV5gBZf7UjwobETODofY4l3C9csvGbciPFU5qi5ghjBgiA0HUopVvUE2N2vG57tjhXkkj34O14CJm9VEEtNnmrYE/KQyOQIJ6vrck7HRkh4f8n1i67nysV6LXBl6rRpBMtCVhBmD0GPg0gyw23LbyOcDvPUsacYiKQwfV0nJzGCzTIH3wRRlpDXiU0V26GUYi5YE9pJos4XIXw57Z72GucRYSxBmE2Y33kzG0QpxbvWvIu88yQrFuk9gicTx5pKOnTA5UApvSdwKf/64r8Ced467yMopQh59eNUjpvKHDVXECNYEISmZHVvkD2nImiaxv7BGJnRixjL78fmPjFpXXAslZv0QdQd8gDUTIk+nn+UvErykU0fGVfJ0UxJaoYHkSA0CiGPg0gyy6XzLqXT28mDBx4s9PmEySPBZhRoovnDblO0eJ0MT2AEP3byHhzKReTUlWXnNxFhLEGYXbgcNlx2W6HNEcA1C25Ey/rI+vWU6MkiwVNJh7bZFCGPs2xN8czxZ3jyxM9JD76ZxS16S6SigNY4keAmWHuIESwIQlOyqifISDzDQDTFgYEYmfBmPHYP/u5nJlWIjqUnfxD1BPUavVMVCtGjyVFinl8x33Epq9pW0WoYwZVRH0mHFoTZR9DjJJLM4LA5uHnpzTxx7AkODJ0sbK9lkJZifq8nSzVs87kYiddIh45nUK4Bnu1/jOsX3ImWC7DzZLjGeUQYSxBmG363vRAJBogmFenRizicfJ6utnhd0qFBrws2jeBoOsqnfv0perx9pIffVIgAF2qHx4kEN4MTTYxgQRCakoJCdH+U/QNRWt2tvHP1O8H/MruHDk6471RSknqMSHBlmvP/2/Z1NJXm4tbfAEp7+pWnTcebqFefIDQKQbeDZCZPJpfnHaveQV7L89OjPwDAZbdNmg49FWEs0BWix0uHdnf+ApfdxR9e+HsA7DhRywjOSRaJIMwyfC5HQSEedJHMzMhl2JQdd+fPJ9cjSU6+9gB9XWFGeD/9/Kc5GTvJby75c9AchQiwz2XHblNVrZRi6RxOu8LlmPsm4tz/hIIgCDUoKESfirD/dJTlXQF++7zfxqYcHMj8eNz9Ulm9RcmkkWDDCC6NDA0lhvivXfeQDW9kWetyABx2GwG3g9HEOJFgpxjBgjBbCHr0730kmWVJyxJuWnwTL48+hNOZYEV3gP6xidskxaaQDg26QvRwDWGsg+G9OEKv8Z6172Fxaw8L273s6i8X1cvlNVLZPF6ZOwRhVhFwO8oiwYORFFq2lZsWvp0xx3McCu8Zd998XiOWzhHwTG4Eh7wOxhIZHtz/IA8feJgPb/ww7Y5VQNHxrpQi5HFUlWLFU9mmcaCJESwIQlPSGXDT4Xexpz/CgcEYyzr9dHo7Weu/kbT3RfaPHKm5X7FeZuIFptdlJ+RxlNUEf/WNr5LKpUgNXke70QsUylOXTOKZLC6HDYddpmlBmC0EK+rofu/83yOrJWnpeZ75rZ7JI8FTLHNo9dWOBL8wdg8q7+G3z/ttALqDnqpWSomMlFIIwmzE57YX1hBAQVX+t9b9Lm7lJ+J/gGSmWkwTIG58rwNTUG1u8ToZSp3g07/+NBd0X8CHNnyoMGeZqtDmz5Xp0LF0btL1zVxBVleCIDQtq3qCvHh4mIFIiuXdAQBuWfxu0Gz8+8tfrrnPVCM5oEeDzZrgbYPbuGfXPVzZezNauqvaCK6o/0uIuqsgzDpKI8EAq9pWEcpvIhN4ko6QNmlNcCyVxWFTuCdJNWz3uxiOlRu3r5x+hVPZl/ElrqfF3QJQO5JTUHeV+UMQZhMBd3k6tNkXeGl7F2/ufS8O/z5+vOeXNfeNJqe+9gh6FCP+r2O32fmnq/4Ju81e6FQRLIkkhzzOKmGsRDqHbwrnmAuIESwIQtOyujfIgQFdBGt5l24En9+7iMzoRfzy+MMcCVdHg6ei7mrSE/JwKpIknUvzN8/8DV3eLq7v/V2AMiO41VcjEpzOSSq0IMwyzChKpCR64gjfQF7FGbI9wWg8QzKTG2/3QusipdSE52n1OUll8ySMyLGmaXzh5S/g0Fro5obCOL32rzxylCi0V2uOhawgNAp+l6NgzAIMRlME3A48Tjt3rbibfKqTL2/7Aqlcqmpfc+0xFWGsQ/n70dxH+ORln2ReYB6g6wn4XXacJdllLV5nVRvHWDorkWBBEIS5zipDHAtgWZcfgCWdftJDb8aGg3958V+q9jmTSHB3yM2psST/57X/w77RffzPy/4n8aS+iO7wuwvjWrxORmt4Y0UUSxBmF2YUpXThODzcQ49jI69HHgBbcsI2SVNVd2336U4yM9X5scOP8dKpl2hJvZU2r78wLlSrlEKU5QVhVrKgzcuR4Ti5vN5YfCiapiOgf9eXdbaQPHUbp5JH+MwLn6naNzZFI/iFky+wI/4j0qNbuHrBdYX3w4lMWSo06LXDlZHgeKp5RPXECBYEoWlZ3atHfx02xaJ2H6AbpG3uTla47uTxY4/z9PGny/Yxa/qmUpfTG/IwkNnD17Z9jduX385VfVcxYqQ4tvmLD6PakeDmEacQhEahsrdmLJUlkspyVef7SOTCuDqenLAuOJbOTinVsNUwgodjaQYTg3zq159ifcd6iFxaELYBfb6KJDPkjUU1FI1gcaIJwuxidW+QVDZfUIEejKboDOgO8a6AG0dqLWu8t/ODPT/g4QMPl+07lUjwUGKIv3z6L2l3zifVf3vZuiKczJTNHUBVP2EwIsFTWN/MBcQIFgShaVlpRIIXdfjKUoSWdPggfBVLQkv4zAufIZMrPiTOJBKM6xjuvq/R7e3l4xd9HNBbIgTcDtyO4kMmZNQEa1r5QlYWsYIwu+ht8eBx2th9SldkNlugbehaz5XzrsfV/hR7h46Pu38sNTXRmTafvlgdiaX5u2f/jkQ2wT9c+Q+MxXO0eMtr+vIaREvqDBOiLC8Is5I1ZleKfr2t2VA0TYdRGmWzKRa2+2hN3sYF3Rfwd8/9HQfGDhT2nawUK5qO8pGff4RwKsy7lv4laK4yA3cskSk48UxqCWPpa4/mcMCLESwIQtMS8jhZ2O4t9Aw2WdLp58hgmj+/6M85FD7EN3d8s7AtOsU+n7uGd3Hvib9Fy3n4qwu+UBCyGY6ly+qBAVq9LtK5PMlMvvBeIiPCWIIw23DabZw3v4XXjo4CFITvekMe/tsFfwQqx8NHvzHu/vH01Pp8mnPEz489xOPHHue/XfDfWNqylHAyS6u3XFQPKEtpLApjNcdCVhAahZXdQZSi0NZsMJqiM1gsjVrU7uPYSIZ/vvqf8dg9fPBnH2Tb4DagKIxVKxKcyqX441/9MXtH9vLZaz7Luo51QPm8EE5kCXnL9w159L7nqWxRxyCWkppgQRCEpuCr77+Iv7l1Xdl7Szv89IeTXNR9BW9e+Ga+8PIX+Pq2r6Np2pTqch4/+jgf/NkH8Tq8xI98iHymtbBtOJamrcIINheypb2Co6nspIa2IAgzz8aFrWw7MUYmly9EgrtDHlZ3LkWFL2Nn9OccHDtYc9/oFOvtWn0ubO5+Hjz2n1zcezHvXvtuoqksubxWltJoLmpLIz5miyTJJBGE2YXXZWdxu4/d/RFyeY3heJrOkvXAonYfR4fj9Ph7+MqNX8Fpc/KBn36AH+//cUFVurJP8KnYKf7kV3/CC/0v8PdX/D1X911dqP2tTIeurAluKQj9FTNJoqmpOermAmIEC4LQ1KzuDTK/1Vv2Xk/IA+g9/P756n/mxiU38tmXPsvfPfd3hJMJoHZKUiQd4W+e+Rs+9suP0ePr4V+v+j9omfZCtAh0I7ijMhJspD6OlrRJGoyk6AyUjxME4dyzcWEryUyePaciBSO4J6RHc3ryt2HDxV899Vcks9W1wfF0dkp6Asoex9v3TZzKwz9c+Q/YlK2woG2p6PMJlClEF3qZN0ldnyA0Eqt7g+w+FWEknkbToCNQjAR3+F1EU1nS2Tyr21fzX7f8F5u6N/GJpz/Blw78Hp759/DD/d/i4QMP88LJF/jiy1/k1vtv5dcnf80nLvkEty2/DSjOEVNJh4ZyjYN4OleoU57rNIepLwiCcAaU9gLtawvxz1f/M4tDi/ny61/GpR7Bt2AVDx9MczJ2kl3DuzgSPsJgcpCx1Bg2ZeODGz7IRzZ+BE2zA3sKC2XQjeC180Jl56t8YCXSOcLJLN2GMS4Iwuxh88JWAF49OsqpcAq/y07QWFzOD3WhJX6L7UNf4m+f+Vs+c/VnytohxVKTC2Nl81n+8umPY3OOcbH/k/T4e4Cik6w0mmMuaksXu6aidJtPnGiCMNtY3RvisR2nOD6iO9RLDU4zyhtLZXE5XLR52vjSDV/i+7u/z3de+xWjvt38f69+oex4Ny+9mY9t/hh9wb7Ce5VrinxeI5rKVqtDV8wfpyO6w747KEawIAhCU2IuaM0UIZuy8bHNH2NLzxY+/cR3OOJ/kb999m9RKBaHFrOsZRlberfQ4e3g6gVXs75zfeFYnQFXIRKsaRpDNSLBhXTouPkgMqNLYgQLwmyjr81Lu9/Fa0dHiaVyZd/TeSEPO3ev5o9v/2M+//LnWda6jA9v/HBh+2TCWJl8hk899yl+ffLX+MLvxuZZXNhmRmvMzBEoqQkuEbcZiqbxuex4RBhLEGYdq3uC5DX49YEhgEKLJCiWWUVT2ULZlMPm4N1r383uPedzbPcJnvnLyzmdOM1AfIAOTwcr2lZUnSNktnIzMkQiqSyaRrU6tLe85dvpQnmHGMGCIAhNSTESXK6aeNn8y1ht9zJy+m18+8PLmReYh9fhrXWIAt1BT+HBEkvnSGfzVTXB5qLWXOSaRnNPkzyIBKGRUEqxsa+F146OEfQ4yozg3hYPg9EU71v7WxwYO8C/v/rvDCYG+aML/gi/I0gikxu33m4sNcafPfFn/Prkr/nQ+R/i589sZiRens4I46VDF8cNx1JV4nuCIMwOVhsK0c/s143g0rKn0iy0SiJGj/GAK0DAFWBZy7Jxz+Gw2/C77IU5w5wfQp5KYazy+aMYCW4OB7wYwYIgCBVM9CCKpbIE3W6WtY7/ACqlJ+Sm3zCCh6N6mmLlArVSGKtYZ9gcDyJBaDQ2Lmzl8T176fC7uHJFZ+H9eS0eNA0Gomn+52X/k5ArxD277uEXR37B763/CMqerxK8y+azPHviWf7lxX/hWPQYf3/533Pnyjt56dUXGI4VxfJqGcFBtwOlKozgeKYq20QQhNnBkg4fLoeNFw6aRnDR2W06yGLp2muPiQQ5K2nxFnsAm/+OJ4xlZpJIOrQgCEKTU0yHzlRti6VyZyQ40xPy8MZxvSfgsFGrV7lADbgd2G2q8KAqGMFN4o0VhEZj48JWNA0Go2l6WsojwQD9YwkWtLbzPy7+H9y6/FY+9dyn+KetnyKwCr5zfCE7frWagCuAXdl54tgTDCYG6fR28pUbvsKW3i2AXtO773S0cOzRGkawzaYIuh1lNcHDsRRdTSJsIwiNhsNuY0VXgB0nwzhsqkysqpAOXdMBf2Zrj1CJEWwaudXp0OXCeqcjSVx2W1nJxVxGjGBBEIQKzEhwuMaDKJrKFrZPhe6Qh6FYikwuz3BM97JWRoKVUrR4nSU1wSncDltVTz9BEGYHG/taCz+XOqtMI/jkWFEMb33Heu655R4e27eVP7z/XjpWDHJw7CCRTIRkNsmWni3cvuJ2rl5wNU57cfHZ6nOWKcaPJTI47aqqf3iLz1k2Vw1H06zuKRffEwRh9rCmN8iOk2E6Ai5stqJwXiELLVU7HboynXkiWrzOgvFbTIcuN27dDhsuu60wbiCcoivoLhPzm8vICksQBKECj9OOy24bNx16XsvUI7QruwNoGjz8+kkyuTxQbQQDtJZ4bU+Fk/SEPE3zIBKERqPd72Jxh4/DQ/GC4QswL6RrBPSPlbdHsikb872ryQy/iQ+v2cIN63omP4ev2C7F5dBbJLV4nVXzQshTnDtM8b12f3NEcgShETHrgjv85RkbAbf+va0dCc6yoHXqa4+Q18nR4ThQjPS2VER4lVKEvI4ydeiuJkmFBukTLAiCUJOgx1EzHTqeHl/YphY3b5jHxoWtfOqhHRwYjAG1jeBQlRHcPA8iQWhEzGhw6Xc15HXgdtgKtXWlmHV+U01pbDXmiVGjjGIskamq6QMj4mPMHfF0jlQ2T7tf5g9BmK0UjOBARWmUx1SHrlWKla3SE5iIlhrp0LUiySGPs0QYK9k09cAgRrAgCEJNdCO4djr0RC1OKrHbFP901wbGEhn+71MHcdltNcUtWn2lRnBKegQLwizngkWtACxo9RXeU0oR9Dhrzh1x0wie4kK2zYjamArRY/FMVU0flEeCTSEtEcYShNmLaQRX1u77jLZm0VSuap9oMlswkqeCWWKVz2uMJTLYVO25J+QtllOcjqSapj0SiBEsCIJQE30hW+6N1TRN98aeQSQYYO28EB+6ehnpXJ42f3U6IxQfWJqm6ZFgEcUShFnNuy5ZxHc/dGlZOjToDrRYjZo+c2E71Uhwu083ZE3DdiyRoXW8SLAxVw3FaivQC4Iwe+gNeVja6S8YwyY2myLgdlSlQ2uaRjR9ZurQmxa2ksjk+H/PHiJsZJGU1h+bhIxMklQ2x2g80zTtkUBqggVBEGpSKxKcyubJ5rUzNoIB/ui6lfzkjZO0+movTs2a4GgqSzydk3RoQZjluB12Ll3WUfW+320nWsMIjqfMdOipzR/mXFGaDr28y181rrSmb8Q0ggNiBAvCbEUpxc//9E3UsEl1I7giHTqezqFpU587AG49fx4PvHKczzyyi7XzQlWiWCYhj4NjI3EGmqw9EkgkWBAEoSa1jGAzunMm3lgTj9PO937/Mv7tXZtrbjejOaagTmV0SRCExqBWJAcoGMa+qaZD+yvSoRO106FbvE6SmTypbK4QCZZ0aEGY3dhtqmZWWMDjqHKinc3aQynFP759A36XndeOjo7bbcKMBBd6BDeRA16MYEEQhBrUSoeOFdIZzy6JpifkYWG7r+a2Fp8LTaPQF7SZUpIEYS4RcDtrtjiJp435Y4qaAm1GJHgkniaf1wgnx6kJLun1OV4bNkEQGgO/21FVExw9Swd8d9DD/7pzA1DdI9hEF8bKcjqcKuzTLEg6tCAIQg1qRYKLD6KpC2NNFfMBtftUBEDSoQWhQQm47TVrgmPpLG6HDYd9avEHj9POvBYP33vxKDet70HTdGdZJebcEU5mGIqlcdrVWWWrCIJw7gm6HUQrHPBnawSD3qHij65dQV9bbQd8yOsgncsX2ilJOrQgCEKTE/Q4iaaz5PNa4b2CuqsFC0xT8GbvKSMSLOrQgtCQ1EpnBM5KVO8/3nMBg9EU7/+/LwC1ozlmrV84kWE4mqbd75Ie44LQoOg1wbUd8Ge79vjTG1fzzosW1txmzin7TkexKegIiBEsCILQ1IQ8DjQNouniw+hMa/rOhFZfMRIccDskkiMIDUrA7axZExxP5aasDG2yeVEbX37fFgajeq3vROnQY4kMw7G09AgWhAYm4KnWFDB/t2JdYDrR9g1E6Qi4sddS65qjiBEsCIJQg6DRj680JdqsCbbiQWQubg8OxppKmEIQ5hoBt510TheqKiWWzk65R3ApV67s5Ivv2kSH31VTHbrFELwJJ7MMx9MiiiUIDUzA7ajSFIgZzvgz6RM8VUIlkeBmSoUGqQkWBEGoSdDwjuriWF6gqNB4ptGcqdBiRIJzeU16BAtCA2M6yWKpHG5Hca6IpXJnnc74lvPmcdP63pppzmYkx4wELxyn9k8QhNlPwK33Gdc0rfB9P9Me42dCyDCsxxIZLljUWvfjz2YkEiwIglCDWpHg6YhTTEZpmqOIYglC4xIwjNLKlMZYOotvisrQtRivzreoDl2sCRYEoTEJeBzkNUhkipkk5lwSdNdWeJ4OoZK1RzMpQ4MYwYIgCDUpjwTrxKYpTjERbocdr1NfIPeIKJYgNCymkyySqmyxdnbp0JPhcdpxOWwMRlNEUllJhxaEBsacP6JlpVhZbAo8zvqbbaUO+GYrxar7X1Mp9SGl1K+UUqNKKU0ptaTGmEPGttLXP1WMWaSUelApFVNKDSqlvqiUclWM2aCUekIplVBKHVdK/a0SSURBEOpAzZrgdA6Xw4Zzii1OzhTzYSTK0ILQuJSmQ5cynXToyWjxOjk0GAOgTYxgQWhYCmuPVHkWmt/tsET1PVhSZyw1wdPHB/wM+BHwvycY9/fAf5b8HjV/UErZgYeBIeAqoAP4BqCAjxljQsBjwJPARcBq4OtADPhsXT6JIAhNi/lgCFd4Y61UbW71OekPJyUdWhAaGFO8JloRCY6ns5bU9IFe13doSO/zKZFgQWhcakWCo6ksQYvWHm6HHY/TRjKTp6vJ0qHr/hfVNO3zAEqpLZMMjWia1j/OthuB9cBiTdOOGsf7OPBVpdQnNE0LA+9BN7g/oGlaAtimlFoL/KlS6nOapmnjHFsQBGFSQuOkQ1u1iIVibU6vRIIFoWEppENX1gRbHAl+/dgYgNQEC0ID4y9kkpQ74K2aO0Bf7yQzKbqaLBJ8LmuC/0wpNaSUelUp9YmKVOfLgJ2mAWzwKOAGLiwZ85RhAJeOmQ8ssfC6BUFoAtwOG067qhLGsqKmz6TVMIKlJlgQGpda6dDpbJ50Lo9/GsJYExHyOsnmdd9/R0CMYEFoVIqaAtXp0FZhOuAlHXpm+CLwCnq688XAPwFLgd8ztvcCpyr2GQRyxjZzzLGKMadKth2s7yULgtBMKKUIepzlkeC0tQ8isya42byxgjCXqJUOnUjrBrHPIidaqbhNu1/mD0FoVMxSrKp0aAt6BJs069pjSpFgpdSnawhZVb6umepJNU37nKZpv9I07XVN074KfBT4XaVUR+mw8XafYIwa531TsGurUmrrwMDAVC9VEIQmJuhxVESCrUtnBNjQ18L5fS14nNalXAuCYC0+px2lKhaxaevaq0GxfMOmihklgiA0HoWa4Mp0aAuz0EIeBy1eZ9OtPab6F/088O1JxhyZxnU8b/y7Aj063A9cUTGmE7BTjPb2U4wKm3Qb/1ZGkdE07cvAlwG2bNki9cKCIExKpREcT2VZ0GpdqvL7L1vC+y9bYtnxBUGwHptNEXA5ytIZ48bPPos0BcxITpvPhc0mTTIEoVEpZpKUONGS2cL7VrBhQQv2Jpw3pvQX1TRtED0d2So2Gf+eNP59DvhrpVSfpmlmyvMNQAp4qWTMZ5RSHk3TkiVjTgCHLLxWQRCahKDbWS2MZaE3VhCEuYHf7SgTtola2GMcIOTVjyvtkQShsXE77DjtqtwItrgzxZ/euNqyY89mrOgT3KuU2gSsMt5ap5TapJRqN7ZfppT6E+O9pUqpdwL/AfxY0zQzmvwzYDvwTaXUZqXU9cC/AF8xlKEB7gHiwNeVUucppe4C/gIQZWhBEOpCdTq0tTXBgiDMDQIeR9kiNm7UBFvlRDMjwaIMLQiNT8DtKJRTaJpmrD2aK1V5JrBCHfrD6KJX3zF+f9j4/Xbj9xTwG8DjwA70fsFfAd5lHkDTtBxwC7qR+wzwPeA+4M9KxoyhR37nA1uBf0fvD/w5Cz6TIAhNiC6MpT+Isrk8sXTOUnEKQRDmBgF3uQPNjAr7rFKHNmqCpUewIDQ+pU60ZCZPXoOAW2r9640VfYI/CXxygu0vA5dO4ThHgFsnGfMGcPWZXaEgCMLUCHochI106ENDMXJ5jaWd/nN8VYIgzHYCFenQMYuFsSQSLAhzh4C76IAfTaQBxAFvAeeyT7AgCMKsJmR4Y/N5jd39UQBW9QTP8VUJgjDbCbgdFequRoski1IazT6fEgkWhMYn4LYXnGiHh+IALGr3nctLmpOIESwIgjAOQY8TTdOjOLv7w9gUrOgOnOvLEgRhlhPwOMpaJMWNSLDUBAuCMBmlTrRDgzEAyUKzADGCBUEQxsFMP4oks+zqj7Ck0990ffQEQThzAu7yFknRVA6lwGvR/NHX5uVvb13HbRvnW3J8QRBmjoDHWTCCDw7FcNltzG/1nuOrmntIgrkgCMI4BA2xmUgyy55TEdbND53jKxIEoREwa4I1TUMpxWg8TdDtsKyHr1KK37lyqSXHFgRhZikV1js8GGdhu7cp+/hajUSCBUEQxsGMBJ+OJDk8HJd6YEEQpkTA4yCvQSKj1wKfGE1KJEcQhCkR9DiIpoqinJIKbQ1iBAuCIIyDaQS/fHgUTYM1vWIEC4IwOaYKtFkXfHIswbwWz7m8JEEQGgS/y0EykyeTy3NoKMaSDjGCrUCMYEEQhHEw06G3Hh4GRBlaEISpUTCCU6YRnGSeRIIFQZgCAcMBv38gSjKTZ4lEgi1BjGBBEIRxCBUiwSN4nDYWizdWEIQpUGoEJzM5hmNpFogRLAjCFAga88cbx8YAUYa2CjGCBUEQxsGMBMfSOVZ2B0WYQhCEKWFGcqLJLCfHkgCSDi0IwpQw54/tJ8IAEgm2CFGHFgRBGAeP04bDpsjmNUmFFgRhypiR4EgqizaaAGBei0SCBUGYHHP+eOP4GC6HjXkhcaBZgUSCBUEQxkEpVRDHElEsQRCmirmIjaWynDCM4PmtspAVBGFy/Mb8seNEmMXtPstaqzU7YgQLgiBMgJkSvUqMYEEQpkghHTpVTIfulXRoQRCmgOl8T2RykgptIWIEC4IgTIBEggVBOFMK6dDJLCfHEnQGXLgd9nN8VYIgNALm/AEiimUlYgQLgiBMQNDjoMXrpDvoPteXIghCg+B26HoCejp0UuqBBUGYMmYmCSA9gi1EhLEEQRAm4KqVXazpDaGU1OQIgjA1lFIEPA4jHTohC1lBEKaM31ViBHf6zuGVzG3ECBYEQZiAP3jzinN9CYIgNCABt4NoUo8EX76881xfjiAIDYLdpvC57MTTOUmHthAxggVBEARBEOpMwO3g5FiSaCorytCCIJwRAbeDvKbRE5S5wyrECBYEQRAEQagzAbeDvacjgPQIFgThzAh4HLT7XdIeyULECBYEQRAEQagzAY+DwWgakB7BgiCcGefNb6Ej4DrXlzGnESNYEARBEAShzpS2OZFIsCAIZ8IX37X5XF/CnEdaJAmCIAiCINQZ0wi2KaTFmiAIwixDjGBBEARBEIQ6YxrBPSEPDrsstwRBEGYTMisLgiAIgiDUmYBHN4Lnt0oqtCAIwmxDjGBBEARBEIQ6Y0aC57WIKJYgCMJsQ4xgQRAEQRCEOmMawRIJFgRBmH2IESwIgiAIglBnzHRoiQQLgiDMPsQIFgRBEARBqDP+Qjq0RIIFQRBmG2IEC4IgCIIg1JnNC1u55fx5XLK0/VxfiiAIglCBY/IhgiAIgiAIwpnQ6nPx7+++4FxfhiAIglADiQQLgiAIgiAIgiAITYMYwYIgCIIgCIIgCELTIEawIAiCIAiCIAiC0DSIESwIgiAIgiAIgiA0DWIEC4IgCIIgCIIgCE2DGMGCIAiCIAiCIAhC0yBGsCAIgiAIgiAIgtA0iBEsCIIgCIIgCIIgNA1iBAuCIAiCIAiCIAhNgxjBgiAIgiAIgiAIQtMgRrAgCIIgCIIgCILQNIgRLAiCIAiCIAiCIDQNYgQLgiAIgiAIgiAITUNdjWClVLtS6t+UUruUUgml1FGl1H8qpToqxrUppb6llBozXt9SSrVWjFmklHpQKRVTSg0qpb6olHJVjNmglHrCONdxpdTfKqVUPT+TIAiCIAiCIAiCMHdw1Pl484EFwMeBHcbP/wH8F3Bjybh7gEXAWwEN+CrwLeA2AKWUHXgYGAKuAjqAbwAK+JgxJgQ8BjwJXASsBr4OxIDP1vlzCYIgCIIgCIIgCHOAuhrBmqZtA+4qeWufUurPgYeUUiFN08JKqbXAW4ArNU17FkAp9fvAU0qp1Zqm7UY3mNcDizVNO2qM+TjwVaXUJzRNCwPvAXzABzRNSwDbjGP/qVLqc5qmafX8bIIgCIIgCIIgCELjMxM1wSEgBcSN3y8DosCzJWOeQY/gXl4yZqdpABs8CriBC0vGPGUYwKVj5gNL6nj9giAIgiAIgiAIwhzBUiPYqPP9FPAVTdOyxtu9wEBppNb4+bSxzRxzquJwg0BukjGnSrYJgiAIgiAIgiAIQhlTSodWSn0a+MQkw96sadrjJfv4gQeB4+g1wqXUSlVWFe+Pl8480Rg1zvsopT4EfMj4NaqU2j3O8WcLneiGvyDUQu4PYTzk3hAmQu4PYSLk/hAmQu4PYTxm672xeLwNU60J/jzw7UnGHDF/UEoFgJ8Yv96qaVqyZFw/0K2UUmY02FB07qIYye0Hrqg4fidgrxhTGfHtNv6tjBCjadqXgS9P8hlmDUqprZqmbTnX1yHMTuT+EMZD7g1hIuT+ECZC7g9hIuT+EMajEe+NKRnBmqYNMkXrXikVBH6KHpV9i6Zp0YohzwEB9Jpesy74MsBf8vtzwF8rpfo0TTtmvHcDem3xSyVjPqOU8pQY2TcAJ4BDU7lWQRAEQRAEQRAEobmod5/gIPAzoA34LcCvlOo1Xi4ATdN2Ao8AX1JKXaqUugz4EvCQoQyNcYztwDeVUpuVUtcD/4JeWxw2xtyDLrb1daXUeUqpu4C/AEQZWhAEQRAEQRAEQahJvYWxLgQuBdYBe4CTJa/LS8a9B3gN3dh91Pj5feZGTdNywC3oRu4zwPeA+4A/Kxkzhh75nQ9sBf4dvT/w5+r8mc4VDZO6LZwT5P4QxkPuDWEi5P4QJkLuD2Ei5P4QxqPh7g0lQVNBEARBEARBEAShWZiJPsGCIAiCIAiCIAiCMCsQI1gQBEEQBEEQBEFoGsQInmUopT6qlDqolEoqpV5SSl11rq9JmHmUUp9USmkVr/6S7coYc0IplVBKPa6UWn8ur1mwDqXU1UqpHyuljhv3wm9VbJ/0flBKuZVS/6aUGlRKxYzj9c3oBxHqzhTuja/XmEt+XTFG7o05ilLqL5VSLyqlwkqpAaXUg0qp8yrGyPzRhEzx3pD5o0lRSv2BUup14/4IK6WeU0rdUrK94ecNMYJnEUqp3wC+APwDsBm9ZdRPlVKLzumFCeeK3cC8kteGkm0fB/478DHgIuA08JjSFdqFuUcA2Ab8MZCosX0q98PngbcD7wKuAkLAQ0opu3WXLcwAk90bAD+nfC65uWL755F7Y65yDfAf6OKk1wJZ4OdKqfaSMTJ/NCfXMPm9ATJ/NCvHgP8BXABsAX4JPKCUOt/Y3vjzhqZp8polL+B59DZQpe/tBf7xXF+bvGb8XvgksG2cbQpdcf0TJe95gQjw++f62uVl+b0RBX7rTO4HoAVIA+8pGbMQyAM3nevPJC9r7g3jva+jtyAcbx+5N5rohe40yQG3Gb/L/CGvmveG8Z7MH/Iq/f8eBn5/rswbEgmeJSi9j/KF6G2jSvkZ5e2lhOZhmZHieFAp9V2l1DLj/aVALyX3iqZpCeBJ5F5pRqZyP1wIOCvGHAV2IvdMM3ClUuq0UmqPUuorSqnukm1ybzQXQfQswBHjd5k/BJPKe8NE5o8mRyllV0r9Jrqj5FnmyLwhRvDsoROwA6cq3j+FfqMJzcXzwG8BbwU+iH4PPKuU6qB4P8i9IsDU7odedA//4ARjhLnJI8D7gevQU9cuBn6plHIb2+XeaC6+ALwKPGf8LvOHYFJ5b4DMH02NUmqDUioKpID/A9ypadobzJF5w3GuL0CoorJxs6rxnjDH0TTtp6W/G0IUB4APAKYohdwrQilncz/IPTPH0TTtuyW/vqGUegk4DNwC3DfBrnJvzDGUUp8DrgSu1DQtV7FZ5o8mZrx7Q+aPpmc3sAloRa/t/YZS6pqS7Q09b0gkePYwiO4xqfSOdFPtaRGaDE3TosB2YCVgqkTLvSLA1O6HfvRMk84JxghNgKZpJ9AFT1Yab8m90QQopf43ujjNtZqmHSjZJPNHkzPBvVGFzB/NhaZpaU3T9mmatlXTtL9EzxT4E+bIvCFG8CxB07Q08BJwQ8WmG9Dz74UmRinlAdagCxEcRJ9cbqjYfhVyrzQjU7kfXgIyFWP6gLXIPdNUKKU6gQXocwnIvTHnUUp9AXg3upGzq2KzzB9NzCT3Rq3xMn80NzbAzRyZNyQdenbxOeBbSqkXgGeADwPz0fPwhSZCKfWvwIPAEXSv2d8AfuAbmqZpSqnPA59QSu0C9gB/ja4Me8+5uWLBSpRSAWCF8asNWKSU2gQMa5p2ZLL7QdO0MaXU/wX+RSl1GhhCn29eR29/ITQoE90bxuuTwA/RF61LgH9Eb2VxP8i9MddRSv078D7gDmBEKWVGbqKapkWn8jyRe2RuMtm9Ycwtn0Tmj6ZEKfVPwMPAUXTRtHejt9W6Zc7MG+danlpe5S/go8Ah9CL0l4Crz/U1yeuc3AffBU6gy8sfR38IrSvZrtAfTieBJPAEcN65vm55WXY/XINeQ1P5+vpU7wfAA/wb+oMoju5kWXiuP5u8rLs30FtWPIq+aE2j1/J9vfL/Xe6Nufsa597QgE+WjJH5owlfk90bMn8098v4vz5s2COn0Q3Xm0q2N/y8oYyLFARBEARBEARBEIQ5j9QEC4IgCIIgCIIgCE2DGMGCIAiCIAiCIAhC0yBGsCAIgiAIgiAIgtA0iBEsCIIgCIIgCIIgNA1iBAuCIAiCIAiCIAhNgxjBgiAIgiAIgiAIQtMgRrAgCIIgCIIgCILQNIgRLAiCIAiCIAiCIDQNYgQLgiAIgiAIgiAITcP/D5GeqNpARW6FAAAAAElFTkSuQmCC\n", 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