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@FilippoGuerrieri26
Created July 19, 2023 17:16
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GARCH (1,1)
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Generalized AutoRegressive Conditional Heteroschedasticity Model - GARCH"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Autoregressive conditionally heteroscedastic (ARCH) models were introduced by Engle (1982) and their GARCH (generalized ARCH) extension is due to Tim Bollerslev (1986). <br>\n",
"In these models,the key concept is the conditional variance, that is, the variance conditional on the past. <br>\n",
"In the classical GARCH$(p,q)$ models, the conditional variance is expressed as a linear function of the squared past values of the series. This particular specification is able to capture the main stylized facts characterizing financial series. <br>\n",
"<br>\n",
"You may find the seminal paper from Bollerslev here: http://public.econ.duke.edu/~boller/Published_Papers/joe_86.pdf\n",
"<br>\n",
"The general formula for a GARCH$(p,q)$ model is <br>\n",
"<br>\n",
"$y_t = x'_tb_ + \\epsilon_t$ <br>\n",
"<br>\n",
"$\\sigma^2_t = \\omega + \\sum_{i=1}^p \\alpha_i \\epsilon_{t-i}^2 + \\sum_{j=1}^q \\beta_i \\sigma_{t-i}^2$ <br>\n",
"<br>\n",
"If $\\beta$ = 0, then we have <br>\n",
"<br>\n",
"$\\sigma^2_t = \\omega + \\sum_{i=1}^p \\alpha_i \\epsilon_{t-i}^2$ <br>\n",
"<br>\n",
"And the process is called an ARCH$(q)$ process"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Montecarlo simulation GARCH(1,1) process"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In this notebook, we are going to see how to simulate data from a GARCH$(1,1)$ process"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"# Import packages\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"import ipywidgets as widgets\n",
"from IPython.display import display"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1. Code GARCH(1,1) Simulation"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The first step is to simulate the errors, which we'll later use as an input in the GARCH formula <br>\n",
"The assumption is that errors follow a normal distribution <br>\n",
"$\\epsilon_t - N(0,1) $"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"array([ 1.3315865 , 0.71527897, -1.54540029, -0.00838385, 0.62133597,\n",
" -0.72008556, 0.26551159, 0.10854853, 0.00429143, -0.17460021])"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ndata = 1000 # length of the time series we wish to simulate\n",
"np.random.seed(10) # set the random seed for reproducibility\n",
"errors = np.random.randn(ndata) # The assumption is \n",
"errors[0:10]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we do need to define the parameters, eg $\\omega, \\alpha , \\beta$ <br>\n",
"The initial volatility is defined as $\\omega + \\alpha + \\beta$"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"omega = 0.01\n",
"alpha = 0.03\n",
"beta = 0.02\n",
"\n",
"init_vol = np.sqrt(omega + alpha + beta)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The stationarity condition for a GARCH model requires that <br>\n",
"<br>\n",
"$1 - \\sum \\alpha - \\sum \\beta > 0$ <br>\n",
"<br>\n",
"Therefore, for a GARCH(1,1) model, this simplifies to <br>\n",
"<br>\n",
"$1 - \\alpha_1 - \\beta_1 > 0$"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Initial volatility: 0.2449489742783178\n"
]
}
],
"source": [
"denom = 1 - alpha - beta\n",
"\n",
"assert denom > 0\n",
"\n",
"print(\"Initial volatility: \", init_vol)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we perform the actual simulation"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"vol_series = [init_vol] # Initialize volatility list\n",
"data_series = [errors[-1]] # Initialize error list\n",
"\n",
"for i in range(1, ndata):\n",
" sigma_new = np.sqrt(omega + alpha * (errors[i - 1]**2) + beta * (vol_series[i - 1]**2))\n",
" vol_series.append(sigma_new)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Simulated GACH(1,1) Volatility')"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1296x576 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Plot results\n",
"plt.figure(figsize=(18, 8))\n",
"plt.plot(vol_series)\n",
"plt.title(\"Simulated GACH(1,1) Volatility\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2. Define GARCH$(1,1)$ function"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"def simulate_garch(ndata, omega, alpha, beta):\n",
" np.random.seed(10)\n",
" errors = np.random.randn(ndata)\n",
" \n",
" init_vol = np.sqrt(omega + alpha + beta)\n",
" \n",
" denom = 1 - alpha - beta\n",
" assert denom > 0, \"Weakly stationarity condition is not satisfied!\"\n",
" \n",
" vol_series = [init_vol]\n",
" data_series = [errors[-1]]\n",
"\n",
" for i in range(1, ndata):\n",
" sigma_new = np.sqrt(omega + alpha * (errors[i - 1]**2) + beta * (vol_series[i - 1]**2))\n",
" vol_series.append(sigma_new)\n",
" \n",
" return pd.DataFrame(vol_series)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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wBKJEEISREQFPiKFU3deJF/ohj10YiyFmUMtSgvcKVxfK5xckCMJgiBJBEMZGpjuFCJTScRGEsRArIWFsfL7cfRQAUn+Fqw0RqwRhfESJIAgjI757QgxiiTA+xkpInrswDr6o8pU7Q7d6KEHmhKsNU+el0gvCWIgSQRBGppntlL5OCCAxEQRh+/H1Awq6f/+hYI2CsM1IlReE8RAlgiBMhHR2QggFokUYG5nBFcbGZ/3Sa0ZV3MOFqwxRnAnC+IgSQRBGRkymhRhK0SFMhrgaCWNRBvqBrl1EKabdwtWGKM4EYXREiSAIIyNBhIUYlMREGB1ZOUUYHW9gxe7KLF+cBUHYVmRyRhDGR5QIgjAyYnYnxCCWCOMjqzMIY2MG/K4WoWsfIX2LcLUiVV8QxkOUCIIwMsYSQbo7wY8CGQxMhTx3YSxCgRU7p5kjEUE4RkibLQjjI0oEQZgK6fSEAEopUTSNjCy/KoyNL5hn9f13o1Qe6wZB2FKaui5VXhBGQ5QIgjAyEhNBiKFUSmZXxkZWZxBGJhSHo3M9lHoszIxPPHgW3nbLqcHSFwtPQRgfUSIIwkSIgCeEUD18ogVBOB744nD0c2eQ2B7CvHjbLafgv3zykcHzkT5TEMZDlAiCMDJKTE2FCKrAilJHxsQEPZXnLoyDr6ZVVbDj6gxSfYWZMbRznqysIwjjI0oEQRgZ6eyEGJS4M4yOzz9dEIbC1Dm70ino/v1LPRbmhqrWLB0wfZmcEYSxESWCIIyMxEQQYlCyxKMgXAV43Bl6fP8SWFGYG0P3Z6I4E4TxESWCIEyEmEwLIarAilJHxkQUfMLYNJ94xkon1m7C3Kgsa4avkFLlBWE8RIkg9GL/aAN3nLowdTGi+eA9z8APvv3OSctg/K4nLYYwcwa2/hQCyLcpjEUoJkLXQZcow4S5MZZlnbTdgjAeokQQevGu25+Cv/aLN8KVw/XURYni04+cg/fe9fSkZZBOTohBlngcHxPVXh68MA6hpem610Kpv8L8GLI/k75SEMZHlAhCL3aPNrAuFRyty6mLEs3UJuJiaipEIfVjdMSvVhibJn4BqXN9AquW0skIM6OyrBuuPpq0pc4LwliIEkHohR6Ql8dEWFFKGQFrsjLUW+nshABmcCH1ZGzkiQtj4Rv69KmD4s4gzI3KPWfY9PFWEIThESWCkIXjokQo1RwG71PnLxwHShGKRqd51PLQhZFQHksEfCw5TYm7I8yOcdzzpMoLwniIEkHIwzFpuRVMb4mgEQFPCGH884WxkBlcYS70CURnZmWlJgvzYOiqaDx4pM4LefntW0/B+d2jqYsxS0SJIPRCt9dzGZi30Sfidc4yAMhARQhT1mFGjouVzzYhj1wYC597m4LuWgSpvsLcUDCs7NVY9AyWg3A1cn73CP7l2++E900ckH2uiBJB6IUWfI7LQKcc2C8vBtGYCylINRkTWZ1BGBef60Gf714GVMLVhsQSFYZgXc/mHJcxztiIEkHohbFEOC4fmJq8rCLgCTE0gRWlpoyGBOcSxsZnmaaYfclpSj0WZoJS4/RkUuWFrEhbGkSUCEIv5qL9vbB3BE+e22s9ryyn72Tm8syEeSMDgemQRy6MRej77h1YsdPVgpCfyp1hwPSlsgsDIJbDYUSJIPRiLpYIP/P7D8Hf/bVbWs9TdYTgeTQIcyiDkJObHzsPDz57OUtaU39TVyOi4BPGxrciSD93Br2ViizMAzX4yliyJLKQH4lhFkaUCFcxv/Cxh+HNn3miVxomJkKOEnXnyuEarhysW8+bw+zuHMogDMMPvfNueN1HH86SlizxOD7G1UgeujAOfve27rVQ2gxhboglgnCckfrFI0qEGfCJB8/CmQv7o+f7/rufho/c92yWtKaeNY3Vcpcz0CpKTITtZVWWTSCe/siAdjIyPvLdwzV84O5n8iUobBU+6xfVIwjw1P2xIFBGi4kgVV/IiMhfYUSJMAO+7zc+19sioAt91qHGaVTbiZUItZtCzHkA0wpZYjK9vShllmbsi1gijI8i2xy8/+5n4Hvf/Fk4e/kwY6rC1hDoQ7sKsNLHCHNkUEuEZiuVXsiHuDOEESXCDDjalLDa5Jq9jKfPTAdlaneG6CW15zAwaxqlqR+akJtqtiXPexWLlenIqRQ9Wldt+xRtvDB/fArtXjVQ+hhhlgxXH8VNVBgCCawYRpQIcyDjYD4x2wyWCNPP7APE+9uVMyivzBJtLzn9Po0lglSUsRhCEJVI+UIIn/WLUnHWdXyaOshc52IJQlZyTlqx6UudFwZA5K8wokSYAfnmLhPzVar3BzIX7W91H+2FmFNzMPUzE/KTw0VIU4olwugM4c4wF5cvYZ74+tA+Sv45xP4RBMxYcq5Y3wg5mcsYZ66IEmEGKDXdzHjfbPXlU1siVGWIP2dSSwSJAL+1xMbmiEys2ogV/OjktUTIn6awPfgsVSL14nyaUteEmTH00toy2BOGROR1HlEizICcJtBJ+ar+H8ZcGu7qGUZYIjTuDAMXKFSGpizTlUEYhiqoYp4XW4qyaXQGUfDJhy4EGKJ6iGm3MDdyWun50heE3MxljDNXRIkwA6Y0c83nvz1xTITIDmoOQVKkMdpucr1fUTZNh1giCGPh65P6BGk1EcWl0gnzIKuVnif9aisIwliIEmEmTDEIz9GomyUTMxSoVznihPR5WCLILNG2opTK9i1LTITtQAZ0QpDA6gzdAysGkxaE7UXqvJARUU6FESXCDNgGd4bpLRHigkQ2p8ygRZBBxfbRJxgaRVZnGJ8hgiA2LhLyGgUG74C/h/m3tBnC3BgtJoLIVUJGxJ0hjCgRZsBUgRUV9J+Rn4N7gC5HlDvDDJQe0ihtB59+5Bz8hf/0cThYbZp9WZexUtZGGIEhZh1mpLcUZohv8NOnvkjfIsyNnAr2YD5S94WMmP5bKhaHKBFmwhTVU+WIdDMD94CqHBB1L2VT3gmVCGQrHE8ePnsFHnt+Fy7ur5p9OZexKmUGezKyxkQQixIhQKhedK0zxvpF6pwwEwbWIhhlnCDkQywJw4gSYWKmrKBVm97TnaHelhNrEWIHb7MYwMugYjtgvt0yo8mmaMDHZwiT2Fm0OcJs8bkzVIEV86YpCFORU8EezEcqvZARqU1hRIkwMZPOUmU0vZ7aEiHW324W7gzEZHpTKvhnb7sdHnjm8mRlErqDRaOc1aqUqZXJyGuJIDMZgh/fZ96nupTSdAgzY/CYCBIATxgAsSQMI0qEiZlyxiCHddlcPrDoJR5nMDCjMRHO7R7C737uKbjpsXPTFUpIhv928y1jNYOqetUx7DOXNym4+C0RussForgS5sbQMRGkrgtDIvWLR5QIE9N09hMJmH1n5Oei/Y1drrJxv5i6wABAI+dJI3W84AacuYKkYqXc1CufXE0MsfyqBFIVQvgU8OLGJGwbQ7aB4sIjDINUqBCiRJiYKQe11bKIfdOotlMPdGKXq5xVYEUyCJ36GQppcMHLFOQRYnB7INViCnLGRJiHolWYJ21xOLpY+clyd8LcqGJ8DOjOoKSdFfIjFqFhRIkwMVPOUmVxZ6i3c5jZj7JEmEGDQDs7mak8nnCvq8wkKFHFhDAOQ3yL8n0LIXzWL33qyxAWNYLQh1wK9vaMpNIL+RALlzCiRJgJU8QUUBla9dlYIkCkEqHeTrmahGuJML11hJAONzjs48eMsS0RpF6MxZACg8wKCxy+utanLkpgRWFuxMat6pw+2QpCDsSqK0yUEqEoim8tiuKBoigeLoriVYHzvqkoik1RFH89XxG3mylNXXPMmZoZj+PhzjB1Oasy6K3MFh1nuNfWZ1k2O21kiSD1Y3QGWeJR3qPAYOoHNUWwjyelKZVOmBmq+Weg9MXiSxgAseoK06pEKIpiCQC/AADfBgBfAwDfVRTF13jO+w8A8MHchdxmplzdINesKQBAWeZJpzuRgRVnYjkB4GrO51AmIR5OCZRLUJKqMBHizsBy6WAFR+vJG/mtxG+J0F1BL7NmwuwYvAHUE3JS94V8zMEFes7EWCJ8MwA8rJR6VCl1BABvBYBXMuf9QwD4HQB4LmP5rhqmCayYYeA6k0F59BKPM9IqUgXSHOJKCOlYQkukRUwb+HuaQ129WhjCMkxtgXD77T9/A/zyDY9OXYytZNAVQfIlKQi9GaMNlP5SGASpWCwxSoQvBYBT6O/T9b6Goii+FAC+AwB+KV/Rrg6m7uwz6RAmHwBXMRHaC6EtJqZSetgB82zhUdqo4wX33kqlsnwLtnWDVIyxEUsEm7OXD+H5y0dTF2Mr8ckAfWQDcZUT5kYlow2Y/ha0s8L8kPoUJkaJUDD76GP9GQD4QaXUJphQUXx3URS3FkVx69mzZyOLuN1MHVSvd0wEZpm7KYj1RTfPe9jyePPH+ZIy5KgDP/eRh+DNn3midzpCO9ysdawyqw2xRJgGCaLEExtzRuiOJyRCp+9f6rEwN8YKrCgIOZElmsPEKBFOA8CXob+vA4Az5JyXA8Bbi6J4HAD+OgD856Io/leakFLq9UqplyulXv7Sl760W4m3DBMAaYq8Ve8Bj4kxkKFAfcoBccKWOWd6pU0fIdHH++9+Bj52v3gUjYkiA/4crzOgaxIGZIjmYRtmhVVkzBkhHV8f3KdvHqJvEYQ+VG3IcBVyaqteYTsRC5cwMUqEWwDgjxdF8eVFUZwEgO8EgHfjE5RSX66UeplS6mUA8HYA+L+UUu/MXdhtxOgQxq+hOQc7c4iJkHLedJYI7gxzYx2RoVC5VgcQ2uGEllyDLYVi2E1t5XM1kjUmwhbMCksVHA5f/egjG8iASpgbQ1simHymqfWfePAsPPb87iR5C8NznPvvIWlVIiil1gDw/VCtunAfALxNKXVPURTfWxTF9w5dwG2nCao3QeDrHIEV5yKsmJmXcElmFViRlCWXYkMGnePAzfblEpTwdzm1lc/VxBDuWdswK5zLTUdwaasfndwZJu+Rt4N33f4U3PjI81MXYyvIuRoYn/60df4H3n4HvPGGxyYtg5AfsUQIsxNzklLqfQDwPrKPDaKolPo/+hfr6mMaS4R8JqpTN+DYZLjgonjUlM2AfQbuDEQBk6MOSEM3HpxrjLIPdE878Ndx50ffcw9c3FvBT/2Nb5i6KF6GsUQ4voiF03C0BVbsQimCbxZ+/qMPw1f9kZfAn/1jXzR1UY49vqq4KRW887an4Dv+1JfCYhEQ3iLTn6rOrzcK1qLx3zokJkKYGHcGYUCmbPhyzJpOHRiS0lYKs5ziREoEPGvd7NNlypC+zEGNBmfVojKtzrDNgRUffu4KPHL2ytTFYBmiPTb15Pi+yKFnEa9myiGmurRSXXqDXpRKetTc0HbwlsfPwz//7TvgtlMXeqZbbyeNdyV1ZVuR/o9HlAgTMycf/W7XV9sp3DE42t0Z9HnDl4XPHw8OifIgxwy2CPujwcZEUPktSrbxdc71noawGtgKSwSQAelQcE+Vi53TKU15Zf1Q85Ftjju+ALOrTfWA15s8D3oy2U5J8NltZGrl1NwRJcLUTNjbq4y5Tm2JECuoT23myQ8O81kilGJ2PDr0nWYJrLjFlgg4FsumVPD3fu0W+OwT5ycu1XBMrbjMgQjIA9JYDXgOS2DFyRDlWX58bjt95Z+pzc5z9f3CvJBXGkaUCBOjMg4gk/POMGs9l+XLogMmzsnMkyg0ssxgw/E2mz5OKKYu5RpsWdYNc6irGcGxWK4crOH373sObnvywqRl0lAXozyJNqnmS3NkciqcBRtOyeT7HZ+mvK0ciPIsH8Zrx36gpnXsrUWYlFxWiMK8UKKRDSJKhInxNawj5d7fnaHezsUSoa0cprzDlieFrGWa0X1tO5wrc67B1jbHRABwFWezuceWWeFOSdpJH0vETWo4OCVy30ddTipXbA+iPMuHz1KgzDRIG0QBnJK/KJy2kuM/BTAsokSYmCkraI7AipqpB+WxjbfusKbraNBvMoDKoYgRk7rx8M0g5qhbJUlzm8DuDLP1NxzAEGFmd9iB438Hc4Sr+5Y7U5c0GQWnkM42Ks/+2i/eCD/w9jtGz9f7HDO3j5O6M0yUtzAc0070zh9RIkxMzsj8yXlDDneGaju5JULkjObkgSwt03eyL4cZvESTHg13Nj3fc7cHEdv1Prm4IHPpn7OZ1lppzszaIpG5uKxtKz6LJnM8/cFP7R++LagtHBp+9okX4G23np4sf1qdc7WPk3uNbaHCSQCAY95/D40oESZmShOsHAPOuSxfFjujObVWkfN1FUuE4wkVfrK+x222REAxEUxciXkwxAzu1G1OX2RWe1jaxj6dHru8syxsoyXCVPgUtLn6zakVZwrcexO2B3mzPKJEmJipBbS+yxfFzuxfOlj1y6itHKQ8PsqJBy2K+Z2zDpTilzcZOWfVt/kdWu4M9b6pLZkoWZUIZHvcMO/quN7BvGEtEXo+6rl9T8eVnC6fVzs+i6Zc7l5TK2uVVJatZOox2twRJcJMmEJAy5FjjCXFnacvwDf86Ifg1Pm9DDmGCxJ7T+XUQRwAz8JW2xxFqvqx6e/taoB2Ljln1fEgYNsGBNhAmMZGmBozm5WvQMddCMmpHBNcuDrHub0lpRlpmSe0c1wtiOZGm6VNruc8rSWCsG3IOw0jSoSJmdJfNkcQuBhLhOcuHUKpAM7tHvXKK1iOSLeKyS0RmIBZuc3gReYZB2qemVMY2urVGXC7M9N7y2uJcLxn8mf+qo4/zIO16l8XJQKXjpBM5fIpZMGjTM2lfO9a55VS8OlHzmWRhUXhtH2IQjaMKBGmJuMAMjnrLB2knkX3p5Rb08zmESno5hywd8GSDQcqgjR1I0Fm0XMqqHqOIWaNFRNB75uJ8DXIgFmR7THjuAeGnDvK+ZEhTXlXWVBw/J/lxf0V3Pr4+amL4Y+J4PzomH5Ht6tbn3gBvusNn4F7zlzql78MM7eSUGDhe85chJsePTdyieaFKBEmZsoZg5wdZCidMYKnxT7HqWdo7Hz5QWi/9NWxHawcN+hjVspzoEvaliXCdr1QXEXnZuo/SGBFsj1uyEzMsLT1j12e+1wCHh93tqE7fdstp+C73vAZWG16BsDqSVtMhP6BFbuxd7QBAID91aZf/mIFupWEXunPf+RheM177x2tLHNElAgTM6mpqMrQcEd0AGMM3GPNoyf3wUb5UuE8T2BFEfbHwlflslgi4HqSIb05USkv7Vmj+d1j/hLNScD86Q8/CG+75VTaRTMq/zahXQFtxSGwv2OZU107zlRWU8f7YR6sNrDaqNnE1nFLkVcm6+LOkCN/BdJEbiOhgJ3rsoT15up+66JEmJgpZwxyNHoxMRHMrQ1/j60D6Iyz/l2wg2fV25yWCMhUXBgW+u3mfI/4e9q296mUQgOnajs3ATerJUJHM9shee9dT8NH738u6lyJiTAsXF3j+om0NOeqnDtezKRZ6gVta6fCtK12QbK1Lx3v01euLvkfd4WT4Id7szOIzz45okSYmCnNeZXqP+A0KwuEEhp+9j9W+J+TabHjF54pzTnc29WA+/5yWpTgRLbrjVbKS7vdmIvsNcTga24uGwB12x95l2IaPyxcu5FjVjRHOlc7Cuaj4OzKXGKatFnu9Q5s2LXVzqTEkJgI20no+8kxhjru7ExdgKsdXf+m66h6NtwBUx/nnF45RZaj5Tz9nCezRMCCojOQymGJIML+WLiWJHp/hve41ZYIAGVpfgPMT02S8xuak+JSU7UTceeWM31H2wL9Bm58+Hl4391Po+PpT17iWORhG/zcy6Z/mvZGfIMxI5P1TD9CFk0pV6f8j3ldERgCbany7L+aEEuEiZnS7DBFkAylAdDizqC3I1gitHWUXTuaXFjzy2SGsswQ90gsEcaDuunk8q0EIEs89k9uVrD3MzNJfRhLhPncY0o7kbNeC3708/3I/c/Bmz/zpNnfIa25WfgcX7ZgpnEmri3Nc1Se/ZlKmJpKLoWbDCi3k9Ab3QYlY19EiTATpnFnGCmw4hhCdKTQNLVpn2IHh7qTz1GoLRB6jgm0Lg2lLNu696mUMzCdyy0O4Xowx+CRKWaYc7Sk2CZ8PuK+v6PSJNscHKw28D1vuhVOnd/LmOq8qZRtx7vmz8YSwZN9rn6za9vtU26k5y+y1zYSqlelOu6tQ39EiTAxU85S5fThClsiDC9Em34gnIue7Z8qIIptiWAPpHKUqRRLhNEZQnlgWSJsoWRCXT/mdotDWCLM6cOsnn9cgeZoSbFN0L4rz1K/vZNw+Nj9z8EH73kWfvy99+VPfKYomF/blMrc2lgqo+Wyxo2VAX3X9XangPk8YyEfbeOXqZVzUyNKhJkwRTXMYYoTE3RriNk9Xx6xD3IydwYm25yDUCX2VeNB63XGGR8s0GxbBGBs9hljyTQmQwYRnNOcRdIqLvMp9lbS1j92qzfDDRznVI+HRm3BTCO3hOiUeOt5BkuAPtf1dmfYAqsVwSXUPkscDFEiTM4YA2xv3pChY4kof1cNcVox4rTZuYL45IC++2yBFXunIsRglD/2DGI2ZVCTz3a9Uaznap7ZhOXBDDLomqF/elJMhBm6Y2wT9Pt2FGodHnxuP3MAgKKgaW8/CQY7s2VKGdMuB9+O5FIkd52MybkE5tTPWMiPYn6ZPdsmnaUjSoSJyWnC2CHzbCZk4ZgIyj55AGI7yiGEqxTs9b/tWc9cZqzSkY0DFYpyKsssJdeWvU8Fyon4P7c6mzcmQv40+1K1E3EFmqM7xjZBlci0H+jy2IcJrFjkTOxYsA2zyznli17l0FunfudVUqan0z//KQOkC+Pgs0SYi4XPVIgSYWIm1xJnMiGLmdkf8haNniKci1HaDFiYcAHMTzqQypG8Et3oWPgsSfJ8yyH99/FGoem92O92LHIqgpo0h9ehJpNipj3EMxEMvpnZXmkOKFdcTbVgG4LlzUUH6GsHc1lidq3zOfKfXI4XBiMk10lgRVEiTE7MTP5weauMJmTt6QwaEyEyj6kjFVsTzKTjyaHYULA9Hdn773oafupDD0xdDC90cJVTWMN1YVvep8a2lpnhCBtyWyLYFkdzoEywWJqjO8Y2QQdXtB/o8tyHeFVXqzvDcb/dspyLJQLfjuQrVrceOEe/vb0qfyH0RsXyV5QIkzOlYJniFxtKAyByicchYyJEmpNNrTHG+TqDUHFnsPjwfc/C2z97eupieKFm3jnrll1PtuSF1ihwza3ncodDDJjndo8AkOTLmdNnWHBx65z9oLt8/0P0ucaZ4eqqCHNS/nXBU61Gx1cnYyeAotPvaInQ5/nMQdH6rtufgnvPXJquANtKoC1Vnv1XEztTF+BqJ1cD2jXvXPlGLfE4wj22d/jz0MoDoLJmHXxuUZOWQck1JK4FQj5bBHuJx97JzQpcR5vZ1zlEOgXuXWZMcx63CABa2RhXIFPPZ3QDWwQdXOlliHulOUCfWxRXX0yEufdBMcwpmDQAOA80d8yG1FRytG/5ev7u/OO33g4AAI//5F+ZsBTbR7At3aJJu66IJcLExMzkD5d3f//5ZhAQZYkwPLHuDFNhB1ak2wyWCHD8Z0405cz9Ud2YCNU2Rx2zlAj9kwuilILXf/IRuLB3NHBOOM9qO7fVGTRDWCLM6S6T6qhYIgyKOzNL/u7w3Ifsc6+mepBzomUq5hJ3xjfQzmaJ0KSTllAOC8JccR2E+RFqS5OWSt5SRIkwE6aohzk6yBgzLtrAfubRc/Dbt57ql7Enj/bzprVEsLKlg88cM1Bb1KCVanrBJwaqqc4iSKAkhhZMbnzkHPzE++6HH37XPYPmo1GKcWeYy2seZPCVf1a4P/HCzxxm2baZNiVkl+c+hHm1tkO4murBNlj2pQS/HrYc9tYcsDb900+9jlzfKW9ilShsDyEZZepvag6IEmEi1psSVpsSdLMzjSVCPu0vLv/PfeQheM8dZ5xz9PY7X/8Z+Jdvv7Nfxk454oSmpryJA/aHn7sMz1w8SC+YJ//qt7K2WZZ43CLNaKnUrBtpKqjnFCSswIoZ0gtxcX8FAABH6wxarAgUshGeyyyZZgijgTnGREhR0M1O0bNl0P7RWeKxw4Mf4lWZwIpV6o8/vwu/dcuTA+Q0HxTAsa/4XWfoQ7zvrqfhz/77j9QybFpJaLtjFMr9yte1D8mxPKO0kdsPGxNBqave+kSUCBPxP/7UJ+CP/5v3Zwnq0ofewnsze2LS+akPPwj/8C23mVNGkKJjByPa9zq1KP/TT30S/od//5EOJbPBDY5jDt879VoxNKvhSndyKLnGgM5k5DFEwPVk2Iewd7QBAIAXnVwOmo9GKfTMZjlLn/cbmqOAmbJ0Xc5YH4KLUz9ytB8DKOdoSIR33PYUvOp378qW/hyprKamLkU/qNVXDp44twdnLh4kKZ597WDu1qXrfWYJbN07BWFuhCYWFL/7qkKUCBPxxLk9AJjeVLS/JYKeRQ+dY587BGYWJ/a8aZ44zpaWRVZnsKmey3xvhs7w5JzxGXOJx/3VyEoEGEawzcEgqzN4ZuCmREH8Pc5RCbJNUCWNa4mQnmZptAjZwf1W1d9sb8VQ0D9u1NQM8f12sZ70nZnLDbBrOnkncY53XRFcQpYq2yRvd0WUCBNj/CDHrYk5TLjs9EIHI87pnX/cQHxqyw8M7bxyzWDP4NaycGwCK9Z/d7Vy4RhzdYYDbYlwYixLBPe9zmG1FIBhlLpzHISXpYp+5jNqMrcTz8xsjiRzvrOijorgWNBtccWY0yBh/2jTaZCqFdJlRtPrPgNvek0ua7SudT5H/nOpI0J+2oY22yNxd0OUCBMzlTnvmNrfLvd49vIhfPyB5+LLQbbe81S6Bn0omsYnoyJpm2aGKlPS+d4LfX/oQI7EsyYXYm9sJQK4M1lze805v6E5DsIVxJcnVkErdIMqkZ3Aij1GalnfGXFnmOvKKjlRMI+26bnLB/Df/fAH4PWffLTD1eY95b4XlRASwdeO5LIE6Oo2a4rTvQRzdcsT+hMa46S4BW4rokSYmCF8F6Pyrbd9/f1iLCm6tO2/dcuT8Pd+7dZ4IShyVmRqgd5yZyDvPofvZcrgYO5Uwd/mC31/Oa2KbEuEYZ/C2O4MoExdn6r98zGEFXguhW1OUjyFBrSMFwAPrqq/cwXYHQrah85Z0dubmfRBOqjze+4803Kmiw4iXQUqzmWJkD4ZQ5Vlbfu7kmyJECk7RqUxi9oi5MWvLFUzaR+mRJQIE9MIDuMERkf5ZupMUmIiJOR5tC5hXaYvQ9b2SZcdOr+cKKakc/XJ+y+feAT+zhtvzpZeKnPX8roGCPlm5ixlU4b0QuwfrQEA4NqRLBEAwCj99J8ze89D+A/PiWrpurhyXQ1m61NiBuV8R9Cl/gyh+GmWeCRKj22uF9VqR9Pf4KKwXUlSwEruXHfSpX55y55ZJkuOiUC2nfJs8u6RiDBLQu3cNq2G1hVRIkzMVAImzrVPJzmUJULqLEdsQDSfyehYKOX+kXOmUjX/9Ofh567AA89cypNYB3L6cA6Bzzc4R5HHjImg3RmKlvNyocANJjqXtzzket9zqsoK4ssja6APC30POQMrZvVmIMszzDFgaG7m9M0CdJNbSiRf5Bqo4zgLsfhktByDeJxuuiVC/29liIC8XfIXhsNniXC194yiRJiYnCaMfcvQ6dqINLr4i6X6W8Z2RM3xGTS6tMw5ipRztqFU0y5vVapZvKYAdr02dbZ/oe3nPuxD0O4MY7VB1Sx4/bvZN0rWraghCtQItzO5SagVdJHnztEdY5ugVc43yEpKs+OAKoSjZMyoNJ0rKcq2ITGWCOmFwXUhn8tAukxn2nyPkqxn4brGJaATVj/3kYfgb/yXT3dKY6o2/rgvQzpnTPV0H/L8ZdThESXCxBzW6+yOXRFzmUunWCKk5NR1VrfdEqE6YTJLBKsseqvL1LMTJbO7fVETWwKkDHSmgArqecefJpGhX8F+bYkw1quuhFlb4JvbADVnaeamKAGolY2xVl4Dl+VqhyrM88REqLcDVDqn3dviCpLi9jMk2gikjztD3pgIepuuRXCUZFNbo5H6/Pjzu/Dk+b20JCZWqG11XJKJCSlk1cxl1DEQJcLEHK5rAX7kqojzyxMILpRX+zm+9JL9dlvOn3rQgvOlnWffIuWefaqEjkyJdSBloDMFtC7lfP74uQ/9BLQ7w3iWCLaJrd43B4YQBud2jwBpFktzLP9WQeocfcx9Zp9z0gxkmxnfPMrvOVMpPKcuhfvsU8BtWj5LhIou8oFTv/U2m/yTlhCtzxvVwc89s+yVSpdvsCwV/Ph774WnL+4nX/vcpQP4yH3PJl93HPGuwqWPz6GBmBBRIkzM4aqyRBh7sGZZIvTKO0KQ6CCE6g/36QsH8PBzl6PPb7VEqLezsETQ2/pHb0sEkl5fNhMP4nNaIhyt80cudX3F80kS+b7Pdow7w7D5aNjgojPT5+csjyLbOZASEGqu72hboLEFnCXwuqQ5wOxuAXZwvyFcJuZGirJtSHoFVkTyVzaFj7LrbNQlpDwkqQyWmPY29TrNuky3PmkbaA5Nl0d35uI+vOH6x+CTD55NvvZtt56C737TZ6G8Cvwo2oY22/8EwogSYWIaS4QpZ3x7fAYxM/tdhFCd3H/84P3wT3/rjoRyhM+bfHUGdnCYZ6ZPdejYQ8zBEiHHe7rl8fPwJ179QXj+ymGGUrnQupd7iceh6+r+BJYI1VZ1FvyGJq8lgt7O5ybTLBHsrZAX+lxzLfVr/+gPias4qMsExwu7R/DNP/77cPdTF0fJTzOH73ZRP/tOM86oX8rVn3eZjPEptnIFAe2qrKWTL5tN+nPqagWRiy71ok+7frRRsCmvDrVyaPwiqzOIEmFyDlZ6hnTcmphrprPpTJiJXq2l7NJY6Q5n93ADe/USdOHzdXnCmUz/wTOzsJk6IJpeX3JGc+5C2cWskOHMhX04Wpfwwu5R/8QQjhLI+qtn2p7fQ9BYIoykMTLKlmFmTPswhOl+znqRizLBtlncGYZFkQrim6lNSzOvQtlO2972bTYef34XXvaq98K9Z8IrAT17+QCeu3wIj5/b7ZdhJLnaprJUzWRRd/os8ej7ozvNu094+W3ySbaa2lMB0MWdIbfslUont5LmvjvQ9Anb3ymE+j8sw2jWmxJ+9vcfgt3D9nHLNiBKhInRncvo7gyZmuyQsHK0Kck58WDtecp1YdOj8WZ3U+ii1efIvaxXWU5sIZMwW9qWDkD+QRwVHOiyhb3SRmkM3VGP7c6gwUGJ5vI9DjHgV0NVwB4oSLBEaLYzuoEtgrpFud9hh1lGvR3glTlLO/bM4wP3PAMAAO+6/angeXqiYqymgip3uvLO25+CP/vvPwrrTXeXOhMTIR1sfZktsGKXOkmU7nR/336uq+KMusJuypTWkeY9DZ0sEXpYwJZ5Pv1jBfecuMCK9z59CX769x+Ezzx6bpRyTY0oESZGWyKMrdHD2fXpWEID4GbliSbPBK01ViJEXBYzW5bL+qIPdhnsMvfvRHtd7pBT6Oiaf45eqk9nGUyXdKQ5x4pjPvfx3RmMwJVLUM9NzvZ4joPwBEMEcWcYGNr+08fczRKh+7VtaTp59KzXm1p4WCycRSTt/MAMhscgl4Lz6YsHcG73CNYZtLSdyoLqQu7VGVLS89WTbBNaepuYHP1WNmUfS4RpGknVQT/V5/sd+1ucA7w7AzgNtm7ProJwEQAgSoTJOZhoFhDTy50hMAD+2P3PwYW9o46azvpDLOMaqhhBHR+ZQ2BFsy9vo5OrIyszCh3d8s+jxNAzWLnvhSoncgruYym8lFKwW7sLjSUAYeF86hkcyiCPYGaD8NQZOzeAqJATV2kw0WCzY5p9+y0tdO+0KRFGroC52qYcq1h0GbRrbEuEzkUgadrbGHz9Y597sxOyNqmXNdtNmS53TG1s1s0Sod7OREk5V4L3qpj2u7nuKng4IEqEyWlm68e2RPD87grXmfyT37od/q/f+FynxkpZHV+EEiGiUcPpTDUryA0O6XJ3fdPOdWcqo9DRhZJpoLulYw/2s0E0+daqAz0zs5d4HO4lHKzKbL7NseBvda4dbtYZ3JkNv1MFwLlai0xJWSo4lylQK223aX/X57EPssoI6a/avt333/U0/Omf+H3vCjl6hn5BIzcSxg6K3GeQZaWTpX3t3ofh+pVv1j/u3fPX8n9PZx1q38u6LDsoIgaSMSLZdHkPPZRkV1NXEFKiK3C/gakVSmMjSoSJaVZnGDnfXD7XPsFHc/qFfe/MV9SKDooP2uie394gjjW7G8Je3s7uvPoWKXdHlsudoCsKzVT3SqfZ5r0ZV6hGx3oLnvj77JdWiBX6uMYTzt17m0uHO2gguuwpdyNVqdbH7HVb+dC9z8Kf/cmPwqWDVYbU7Pfhm6lNSjFRURSXpt1Pmb4/fN2T5/fg2UuH3uCCOjjfssUSoRzgnkLkqvc5FKV93ieO1ZPt2XVQjPiUBbnax66KDUeJ1yUW1MRtfJ9VOzopgpr3v/19QtvEpHt4WoXS2IgSYWIOm5gI4+arPL+T02lmB/jjn3fNDjrXPhbqgHTjtIkcSNLZEfYcdKdzWN/WfR49hZXMwv7U7gwK8nTKQ0WXd4RqrETonTb/OzfYl3JsS4SqA55XhzvEgHlupp90ENh+/rze0Rw4e+UQDtcl7B32jbrPDGIcS4QOQv4ALig0rWZw2pJLW33Ts6htSoQ2WSM3uep9maHcvQZ8epuxP1fMr9iLnMmkTM+5qzKCBr5dl2W6IoIWYmS6Zdv9uV9NfUKo/1bKP66Zm3XlUIgSYSK05d6BtkQYucJZg5TuQYNRenz5P+/aHe9HGOrQ9KHYtWhjBOOcg7yucGXINcjIvjqDmj6wYo7sh5rBMu/PFab7uzN0EtP65TOaJYLOb74zGllncMGtH1OSuorI3Cwp5kDOJRSddiRHmzfESgakk1Xkb+9lLe3vJtkSYaR2KlO/ETPB0ZpGD6UQVr7kenRdFDq+gWd+i4+O19W/NqqLIsJOa2w6xUToUy+voj4hJIkpUE69nboujI0oESbixLJ69Hp1htEnxq3BbI/OrWUQ8PnX7ng7wFDDhwWGpAjAgVPxsakGLdwMc67AipEyXXx6atqAn0YQ7ilcZBJSfOlyf/fNCV8/pNCMfSnHW52h3kL+OtuXIcozO0uEjuW4WmZWYsgZgdvnU+v7OyrNIdxyiDJM59D2DNqUVvGBFbsPpKek6+DWSqOHshUPFiddnaGlHZyqeaHl2pRlclmmnpnv0g716evGjk8yB3yWCPTZD2X5OldEiTARJ+oO0yyDOG6N4/yS+6Tji1vwkmtPeDWe4XyNkBbTQJq0/Cfnuuc+8DER6r9zDZYz3VvqjGVucllWDBVYkQqH9sC/X9pTWCKMrTCyLF1m0uHm+hatNMl2LsQKgMZsXdDknBWna6477gxdBggR/SEAwI2PPA8X9+PiOtD+JVU522aJ0B5YUaczsrIzkylCntUZ0q/F7hTZLBFIuZKucWZu88gZ9gRNgnKDbNeb9FhMQ01UxNLFPbePvDg3xfiQhJSXSrkHfPV8WxElwkSc2NGWCNqdYbqy9Mm6TSP9edfseIXooCUCWpYvrkFvHyiWHTuZnLCWCLka5EjBMZYcvpx9yDW+HHoGiwvo1Ns0E13+1pufhA/e80yv9GLyGW9WAX2rEwtfPnKWpnmsM5G4OgdWnEfxZ0HO2SbabOd4zDFV7tLBCv7mG26C73nTrXFpOmm5z2BTuv11W/vbWCIsIy0RRqqHueJKGOVQhrJ0GfChNLIpEVrkvphr6d+9dTUdJ4loveKD5bXlnZ5vTvpYK3UpcmZRc9aYd+verFJ+d4YZhF0bBVEiTMTOonr0ZonHcfPvqrWNSQ+DYyLQBif0kWET/xRLhNCp+D7n9IEbIaPnwDOzSR1W5ExBLpO5UCfQK10ifCjrWJ60AQA+9+QF+J43fbZfgh426EMYTThH7cHUZqAuGUdyJM253GKqcs6nBL6aydkm0vgKOQIrxlTj9aY6+sAzl1OSdAZMuLx/5eeuhzdc/6h9XTNI5EsTv8SjvR2aXIPbHBZ9fawicEygfIEV09ttX9mpJU7nMmGZtsv19VXrMl3ZMrUJ+9gxEfookY4dgfqpgFOK9f/ejxM77acIQ6D9/xpLhNHdGfjfyek0Hxj/4ZxYFEjjaR+LjYkQtToDKU8oTa4sU0Abm1ydaK47G8oNYOz8talfbuGT1rmcyzKOJSjjb3AzUqZYaTa3We7c35CV5kzuMT2w4sxuYAZsBlSw+mZqU0h5x9HKJNpfMdXiqRf24cyFAzZ9Xz66fY6PiTB8PXzvnU/Dg89ezpJfzjal0+AYva/cMRGSlAjkWrOfV54llwn/VgoAwvXJnGtvN2V67Igh+o0Uui3x2F2+GmL1l7kSUpgp5T6Dq+GZYESJMDGHE7kz2LPyPTTkyGKgSpce93c4oVUh7AY9ohwxQhM6NLWJPv6NB1V9yB3DYOrgOUb4zCVcDKNF4ISj/oLnSAN665sYK08jgMx1RmOQmAgzuce2QV3f868GcipYaf+YxTIw4hw9xIrNzhWW3Qurb9re39aPNJYIkaszjNF3v/euM/C5Jy4AQP93nKN/79NO4mtzPTvVQTagE07O/qlkMjIBFrsiGJvWRDfRyxKhw93mbKvmTnhIwblvtV+3TYg7w0Toj167M4wtRCvvH4npkM4tFBSKZhNe4rFu0FWcVjhG0J1fYEXyI5OwkuvWhloaMZZcjfFwSzzawgdO/rhYImDrg/HWX9f5qex1ti9DlGduUeVV4k1ebUJRDDnfqRNgN0eaEeXT3gNdl/rkBraKGai21Td9/bLFnaFpLUaoiGWZL6CoeU490ujgPuBci/7tS592kpto6pqWL+GUtGi93pQquTBTt4296laPa+fkFjwUofrJVZVcljXHBVEiTIT++MzqDOMSGtwnpVNvfX5tODAi/aaCSgS9VXGNXIygmyOwYt4IwvU2lzlfZhmry2xDTnLN9g01iPMJ1TnyGuuJ0wHAGOB6OrXLDGUI31aufkxJ+vegz5/JDcyATablZ6s06q2nH+g2cGy/tqhtEZLrQaDdq4RqxVzlz2cdORIZ0xJhg5Qh/S0R9HPrnlCflSlwbKN8lggmzbjzA+dlElzw1SlJ0XpcWSKklWXqgWM/S4R0xnQtmgt8YEVuXGOOXQ2IEmEidIWczJ0h16w86dzcoFCukKQJdWjYsiHKEqER/gOKCXSsa2PftxO2OjoilPVPu7+wgjFC28RKhN6uAXV6maVPZ0Yl44B8rAE9fiTjuzPgAFbz6nFzCkc5Z5hzYGT22AGAvRXyzVIDuM+XLpfcy9w4dE7qQMmjPLCXo2UGqi2KuU0ZN5Ey5pLDOBZT/yUedZr9ytM1DWPBMURgxbQ2pC4GSYvfn1wmK48E1RhpDzedAiu6ZRgT3xLrIfpYt5S5XtoxIPx8OMVCvr7hOCBKhInQjfnB2nz9ky07mKG6+2YUlfLPioQH/CbdfO4Mbvqp9A0+xwXfM2XPJKz0S6Vh6iUey2a2r2c6Q1kikAduB+7smfZIzxx/W2O7M1RZdxdkhsDXVuVJcx43mfo9DPFMjjs5BpgfuPtpePz5Xe/MvckrPe2Y8qUOBNzBn1uPuJk5/aevH9d9als/P6ZwjoPr9c0vR2yhtmcYzt9cm+sb7jNo9vmQ513xJOFcUo/XXQIrku3Y9I2VkXxtY3mRfOmxoy2wYrVFcn29vVrcGSSw4kToj0+vzgBQVcgWt8B8oPqdw1fPN+BjYwBE5Nt0vGVkhxDRqeUYMGXt6PRWN+YdtMlcerl6sj4mlDnI5U4xWEyERoegrG2OvMbqgOxvYlwtAh5wzK273eb+P1UpoC14tviRJLPpMTOs+d43fw6WiwJe/kf/YJVWvX+swIqpg3JFKw7Tripwy982GG8U8y0FMYOeqOL2olSmXLlcGHP4rXdKAr2nfJYIFbH3pDy/q7/7f0vV9d0ScC2B0qdzpl7Wr5s1QQ+lFpF9tpnQveImsRm7Ta1RGhmxRJgI/QEfIUuEMTVXVqOeoTHxmZ5bMxMe4aIt3Zjime82cLIl7HS751j/zYgiNDeZ673nnnGffu3juhw90/EtMdoXp1rj+pVJ8TE0WHE1sg4BsOfpXLT2QxRj6u+IkioA5hzcbgu52iYcCd43u9slj6Q+M/K90hlb9nrFlF8x5yFiLRHGVGpby8/2TCvP99NdVsCWELktEbrERPDWj75lYtLscv26izsDU4Yx6WZNUG97XZt86bEjdK+czJ3LDfe4IEqEidAVcoMb1wnyp7+T0yFp6I7+X7/iq+FFJ5aglHKED004sGJ1LHbN3hhBvcxwz/3dGdBvss0XWDGvUmK6JR7zDL64QX4OqPDTV4ix0h6pNZjCEsFYmPgHTlMx5IzSXISKVKXGXN7NnMgaEFTZP9zAil2E/PbypQ7e6LfKWTJw7odtA451pKXLmEFY8X3k6n9yWCJ0SQP3T9ksEVLbkIi/svXzkNbW0jZ/06EPGErGiKVXYMUudSpRiXSsiZjsZN2Ur4JHAyBKhMngOqhxLRHydiY06NGiKKAowDZZVvRaf7omonDacwmdaZubd7v//sH53MYGEjvktpRz1aIxo2GH8u97Q2Uz09UvHR9c/e5dS0Z65tPGRMjnd5ybnOWZm1CRKrTnUuZtE2Xk7HlUWiQN3yA8KU3tXhi4Oj0CPf83bfec81qyiVVWt0WE/9VPPQYfu/+5cGaRVEs82vl2JUfAY+X8SLgWyWa5LRE6BVb0yIFTKVlpeYwbS1Iq6N/x6dZ39ynz1dMnhPpLdnnvens1xIsAECXCZHAd5pgfZG5LBC4I36IoLKHC5yvJp2s6vpiP0ZeHdY6lsGlPk6O3OwOjLafPsHvaeRv2MaNhc+SKiWB0EbnvwxZqcy6XuN2rM5htzHc7JqkD7Lg056UoSX7PEwv5c6RvnBUuEFeqZUAwfZImX4b2c+zzaXsH9dZu91wlSLgdX2/i+q222fj/euPj8I7bngonEskmo4Izx3vtM/OL62r21RkSz+euyWZxiH8npIW/FaWUUSKk5J1J4dSVqSwRribaYiI0+1qUnduGKBEmYmotFc4+S4AVM1IDgNoSQe/3dMbhwIp22doa55iOOofp9hARhNuEo+T0MjVeQ8/gt+afSageygyWvj9LiOmZ9ljPHLvn5F4C0wcWGueiPGgYYMA8O0uERIF3CMXKcaev36vtWmf3jykWez5iFMpd+wtafxwLLE/5fWWJ7ePbFDelyvfVWsqQ3v1yWImSkkaXFPQ1lVVn+Nx7z1yCX/z4IxHl0Wl2H7zSAuZUvHdSAIBiv8uoNDrkm5MufbepF93f4dXgzhBsv5g2dKhA3nNFVmeYCK6BGtWdoWOD602v3up7KAoAKOyOnd5eXGBF83do5Qq63F4ozZbTmOvM2b1jIjC/Tfp53n8+SwS9naY1zGUJkUsZQaFvLRQ8KpWx4xOMmWeTN+R7XrnJaokwgGKiD6mtTc4Z8m2hWbGi40PB/QhtP9z2bpgnnzoD7Cg3SDr6HKf0LQPg5JgInjNzKiWrWEwQVa42Gtmox+pLfVwr7JnR8PXf/robYFMq+Aff8sfCaZJytZfBLY9mCCV/mgLA5L9GL6mTImKiRrJTrIwe9XvM+CRTE2q/+OfQXeF3HBFLhIngPvqpPsgcvnrU9E9bIlTp2+fG5Nto76PXkNZ5xN1Lp6A5kDmwInkufSeCc/uXT+2vnm1puQwzQXyytuRgK4jy1ZMhsd0ZxskTP7a5zWjkVefptOYlcKUOgHP4dG8bfWebbBcAPu0+xPSHqYMIpx6TZ+CbcW+zfGn6+JYbbxu4cAqMruBYTPmWeOwjZ+ln2z1/pdqvj13Wsu2dBq/1pZWcUnwewXNR/pZyLyGRoVaAis6/w3soccVIzY9sc/D+u56G/+mnPtFbxs6Ncn4wx/C+Ht/GcUSUCBPBVbAxq1zXWXlfQjQ4UlEAFEUB1uoMjgY6kGy93TTpthTDLg5LSHCLSRsghxIBlYEIZfT5/M5nT8MPvv3OhLSbhLPQCD8TNeq5Bpi5AjRSnGQZBVHntEfqgGyhaZw8jdJMOd/A1AyxHONc7o0SK/AOZclznOnvzoD7AbrlB+Fd0g9dm5osHey5/Ze9pfn48ovt4005+BOrwIF5aikOQtg3xSwDyx5JYNksti9vl7fS2klu8sSkxe9PJZRH8Dp0jeXe12Gi6WqxRBhC+f/I2Svw8HNXYLXpYbIzACGFLPfec9Xn44IoESaC++gnW0qvR7bNgEBHg653FEUBi6I67ks/dL9UKdH6bCIacXws5Vnjczc935Fi/jCDKvvcmx87Dx99ID7atE8I7crUJmvc4BygEvBufOT5aIXOULMEjvBMzHp7pd3v8vh8UEFTBZGD1QbuPXOpQ6ZmExNFfhrylccIFfO4x1SBV/WRNreUvm2j1XaRtKjZeychP+LaMlE7RJXddCCBlYOh6yhNYMWW/LngzVY+0L/d1VhLb2ca3PazROiff1WGuGti5a3Ye7IDK/L1o38AZWYkF3WhkQ+6ThJNr0RIz7iPAn8I5f9MukeHkFKAky2nDkg+NqJEmAC/Jn3MMuDfPTo3R7CotgVUioRgTISAwtF0LPy1zvnNxxw6B+WdcMtWJ5x1dQa9j1eUKEhbkil3oxWtwBkInzvFXU9dhL/5hpvgn73t9sh0qm3u23DeX4mP9ctsrGfeZ3WGf/OOu+EVP3c9PHfpIOk6K7Ci3jeT/naQ8kwsYFLaBmOUmAHp1YZRfvW7HqfhUzZ1EvITFD/RLoBOHvZ+n+9wm8IlOrAimahwyqfyfWN523J724U+94X78Xjro/B5qe1kcHInU8tiy1bxaeJ76evOMBWd5IXm++1+bc5eYeoYXD5iVnzjrGDmdRfDIUqECfBq0kf8eEJL7nRJh05q4NUZfOZAMZYIsculxGizu7szmJP7WiJY6dK0qJJFpdWJ3AOgqRt1n/B5uK4kvHfdfgaeu9w+gB1udQZbaFbWsX5pj7Y6Qw9LhFufOA8AALtHm6TrsOKxT9TxIcmrQ5jXPSa3/Oh9CRV9FazcTHfObyEmjc4WKU0edh/dFvzPl00TWLGlHG3PvFTu8pJd6Sor8PSrK1UK/e8rRcnS91046Xn/cOt/DlKSsixNrYCnCbLXCG3k4XqTdQJSX9LJFaLHtf40h5HTcsEVi1MYDPFs5owoESbA1/B+4O5nYD9RIO8Kpznrkw4fE6H6oHyNQ0y+sVr8mAF0V+sLfKo2vewKZ/LuU4Ao1dEvr1cJcXq2cDg2PiUG/vPZi4ftCQ2sDOEEiL45jdWR6meyKNIFIHxtCljpYr7befS4Qwq0OMn7n7kET57by5ZHCqlKtbkpQebAJvEZOtcHBitue5eeiU9xb52T+F7peabfIuk5/Xz4WUUHT/aUAx/PVUe5mBVdSVXWhNLoArY8iu0DYwNZ9xmAxu7vm27rdajNX6MbynlvfXlh9wi+7tUfgk8/eo493meZxk4KiAEmZuY+g8/HsVPOMf8qO9uJKBEmwPfBv+p374Iffc89o5TB1pz1r+zUZFy7MyjUs9NccsZEiFkmMccgr/dAVLk/fcJctVZ1QtKZG68+y0rloM08FsBeksnHUKtM0E7P+qZ6PjOlVHBJ01zocu4sFsl1Wz/6RWJBLQEkg4CdkyEGzPQ7BwD4gbffCa/90AMZc0koT6KwlmMQtG2YZ9HtoYRmup2/O6QfI+Snvk/XEsH+5VWGA79fE7vEY1v/ljLT3oYdsqJvW94/nT4lwPnHFiF20ia2ZKHlj33unKlYk0Qp19XbUnUPNDx0G/nC3hEcrkt45iJveYnLvSkV/MLHHobLB6tgmn2Cw3J9Wl9i68F6U8Kp8+Mp4EP9JWuJcJX1k6JEmIBQJXvqwv54BanJoSGnAz7jzhCIiRBSIhD/R9UyVvTlwZ3TlrdzHTq19+oMTLoh4auTO0Pn0tlMvsSjR/jCzynmPQ4VE0HDCew5dE3LEbQIOhDyclEkr2PexD/paIlgrc6QlsTg5J1hcevHwWoDB6txrM6YEtXliR0A6Kvm9pamI2dgRbcfsM/tNFNIthypAcBoOX0DJ9/ffS0R2trxnKszlMz76Uqf5RlNGbpfjOtqPkuEtHuy5B5SK2Nkt7g8+isAbAuhfmXISVvdx+/h4eeuwGs/+ABc/9DzwTSV8yO9PKkyQ4jYevDj77sP/p//8WNRrqw5CLlZcGWeu1tGbkSJMAGhBjp1Vq8rdlT27rUdDwgAUOer3RkUVjDQwWAoXf/AMaY87DHPIO9wvQkGTOQir3aFbWyYYzqvlOxya8Njhbuh8AnqtlKnPZ2+s4bedKkwFJhtSaUs1ShtgX7GO8si3RKhPj3dEsFsp7Z2oeSYNXTSJFuA9HgnOUldsjGXkL9NbJq2sd/1AO6sXo56EVOPYxQN/Pn2lXSAQ9Nrm/GMjYnQpsxSTN5dGcadoYec1UcB0Wzb5QndlOeYtLHO98he+O+czUtKWjjCftdVOYYfOIZlMVy3NpFyW58YLLGxytLS1D/C591QK0de2A1bWuQiVD9L5qBvUnBbESXCBIQEj1T/4q7gIvSzROCFqcoSobA6Lrfz8GdM04v10Qud5pvB/pbXfhx+8+YnW9MG6B8TgUvXN1hO8WEEyK8Fb8o30bK9vnfa1Z0hd2wHZ0YOH+v5LhQALEZonY07Q5HcDvS1VLHaho5p5CZ1YBWVJiNxp5gW5yZV2TiE/+txBw8MP/vEC/CBu59Our4kdcFKm+bVydy4/Zr0euDb2oMW3/348tmU/HWU1iUeM1oibALvJ5UsqzP0aJEUyr9NntDiZ2sA6dSBkmJ/1n/naV9Ciorwheaa3u4MCdmm0Kb4bebuingrKfNddmlf9LXJlwbSjFN+LOtBUl+r4FiaXJhycYrNuck0QxMlphZF8a1FUTxQFMXDRVG8ijn+yqIo7iyK4vaiKG4tiuLP5S/q9jAPS4Tc6dkNQAE6WFt7w8cnGPwzcJn/TF8n8/TFA6+vGc277+oMXPl8mkvsChKVtnV//V/wlEs82vEr7PytZQmjLBGGGQTRDqSzEMNQKjWqO8POcpFct41JY4qwZXe2szX9yyocuUkqmIOFT1z+V0uU6RSwAu2v/eKN8L1v/lzS9WF3ho6dHy5f1BKUaQl7zdDplha/JZt4S4TwedU3FU4jFm4Jzq7ksDDJMdGjVHs6Rd3ntAe5TJMNQq4G5s98DU2nJR7BniRKeeZDDKqt9Js2gs+Ai7HS+m6a87oUyM4rB7EWcovIOpqLmGws2S/hum2gVYlQFMUSAH4BAL4NAL4GAL6rKIqvIad9BAC+Xin1DQDwdwHglzOXc6sImYoVIykRALo1lk4qit8uFnVgRfA3gLHLMbadG2tGbi9raXfssen3nZUPDfRpCZTqHrshRwPWNwJ5H8rAveDnFmOJYISEvDdCB8C5lk3VaS5GMEvS9evEIs6d4dlLB465ZJKwRd5rm3A0BJcPVnDJF3QqUpBJgnlO1bedM5Pk4iSL2XNxOZkDfWMi2ObypB3pr0Mw14b6w8SEab3xWSC47Ui4jzVuc+H821yfyjJfC5/TNa3XYC1DGfAqR7GWCLGWn12gl+byr7fqRVKfZD68rm4sMYG9+9DW3uDJu1TFTpd3iV1AchErC2gLzdGUCM29kv2eutInYOVxJMYS4ZsB4GGl1KNKqSMAeCsAvBKfoJS6oswTfTEM9SVtCWFLhHHKYLe33V8X1UibxsxoC32NVXDgHiivc25k34HPo4Ebw/EZDDGD1hCK+e0TvhSkrc6Q04+zSs9NdyxC92K9x4iy9RX4fbhCNT7WLzOlxo2JsFwWrXVt93ANf/61H4Pfu/OMdW2XWR99/bCiF8+/ecfd8E/eejt7LKdfuknTTlunP5UlQlOOyOxFd+CyaWb6uz0cHMuFKiFz1IsYf+fUQa3bX9kHfN+yTzmi2Xj6Pyf/lntSkO+77WJx+Of+w0fhB95+h7Of+/5T6XNXeBDU9s6bmAgt50XPdpPzm4KQElb/5m9zo85F9Xfd1Z2BpJWbNtdBnW9RFI4s7oOb/Iil7ZvuQmwAUm2hOZY7g8adzMK/3UHI1dJvxigRvhQATqG/T9f7LIqi+I6iKO4HgPdCZY3gUBTFd9fuDreePXu2S3m3glm4M6DfOb5FaopU1IEVQflnvkIfWZIlgpVm4DxGcUIFo7br+gdWxJ0Uv23yKrsLRXmCc+UTalOh8SvO7x7B3tHaOZYSWDH3XVDBIacSp1TjKBSbwIqLRWud2V9t4GBVwgu7R9W1HYLLOdr7gRQ8Ic7vHsH5+h585CwO930rGPeeManfwxSKnrnT10WKDazo6Qe6zRS2X5w8eCADGb2lgRV98Yx8uWkT8rbStLpPqXzflLtCRnvCp1/Yh7fdetotFlW6dKDX6gzNhImC2K+4faUMZaXdhq1DsNPONSDtej3+/jbohroqIoagTWljWyLY1/jos2pVqhIpJc22dsm43GTLOoivXD55b4iJiDkTo0TgRFnn6Sil3qGU+moA+F8B4DVcQkqp1yulXq6UevlLX/rSpIJuE6GqNUYwNUoOXz1q0lgUBSxqdwZ6ribsQkDPDZXBf/Di3gr+1i/fBM9cPLAaATrLHuvOQAet+0cbuO/pS/7C0bSs367wRGMBpLwaRhnai9Qo7jmxtbwA3/iaD8MrX/cpq1wAdqfvY7AVADrWybikR7JE0DERItwZaGCzLoIEreumjo1Xy6pVT/j8hpxhwUnGmBYPhUr8HoZ4JsedrO4MJBHXzS09k5i6lVp2ejqN0G4UK75BIp/hqm6EYgMr+s7CVo99oYqKPnXfKFt6yFndszdpqAhLBIgboFFFUnveuL675UpJq61MXB7B61AfhOW7tPc17MCxrQ3GgRVjlVZZlg3tnIJLrGJWB1Ycu/906i36zcWkuFr6y5gh62kA+DL093UAcMZ3slLqkwDwx4qi+KKeZdtaQpV/rJgIuQacTWdCPpxFYRq0Tks8tghWXBlw/pqHz16BGx5+Hu57+hLxs7cbrHBZzG9qQvUvfvsO+LafvR4u7nVfbganX5LfXVdnyNGApQZgy4l939Xvh5674hyLs0ToJ/B70yVmmFTxkcqp83vwyl/4FFzYO4JSGdPSIWncGRZF+6wSEfb61g+8zOGYVSwkTBvhOF+BOKFCJX7bOUkVAIfwfz3ubJpvodsz4Zd4rMgxwxYzMEtWInhGjrR++4Rt7r42pX/1Jl/+3mXuItKIxXUt7JNW/0T63BeeKGltc+o+py1YbqoCOVgPmf6zC7ZMmy43KUXcVTspIobB55evwe8rdtLEyO7ppaZyfw5i24FFZB3NhU9GYURUAJh28m0KYpQItwDAHy+K4suLojgJAN8JAO/GJxRF8ZVFPfotiuIbAeAkAJzLXdhtIfSRjOfOkGfASU3eG41ordMulb/BGSYmgnNlkxfrSgB2+dvKQpUItz5xHgAA9lZrfwE9idEyVPvsMqaZiuNs+jVheAm6KQLAhQbkyYEVewr8rely77FDevc/cxnuOHUBnji3B0qpURSKjTvDMsYSodrSmY4usz71X4MII23EzFgOUR7a5k41U5H6zK+2mZUYerszcFp8TzvVJY+Yd5zaHtKYBHQgaW7DV343vxXSAseuCOA7Ladiros7g488boF98jfbSB1CRJ1LGymF+3O97SmzdJRpsQKg66ocQ/djrUFF6/04JkK8Ui69PLneGSbWKlGPkfqulBaLT0Hkk/dyxrY5Duy0naCUWhdF8f0A8EEAWALAG5VS9xRF8b318V8CgL8GAH+nKIoVAOwDwN9QU0xfHhPmFlixVwdVb2mQtcoSgazO4JTBn29aTARzjI4p8UDHnuW3G9qwksIcpA2XbtCiBXKm4VFWudx8YweUVkPW8+uzyjSBFqEMPHPFvMeYtHK3SG595n9Hp4eEcaV4P7Lc6Fe7s1jAar0JnkuFeKo4jME3kB6zw1XK78sbE5CuS340UaykGxufZZj3fLIV4tzggtezlgj899QlhxjFaWrRfUK06cf4djY0+F8zz8FH++oN+b4px52hR1pGRuqeRr9rTV1tXZ1Bz/K2KXQS2+2Qgn2I9qXrN4MnJTopIgZq1NuUlmbyzpXFA6lGnhe6Nh+xgRVTZe6+0Pat2e+R9642pXuUB75S6n1Kqf9WKfXHlFI/Xu/7pVqBAEqp/6CU+lql1Dcopf6MUuqGIQt93Al9JKNZIvQc8JiLqw1dpqcoqgZN4Vk/qhgITCLTMsW6G/gGdlXD6h/Ax7pLUOFikRgplm1srLzCSoYQOQdidmDDavs9b7q1icw/NPhxHq5K77EYd4aS1NHccB18Nz9mva2EvTFXZ4iLiWBf02UgRRVmU/SzUZ7TGQvGCckKpnRnqMsQmf0ULic+nrqwD//tv30/PPDM5UnLodv7ro/EcmdwR932n50efPs7S1YikL6SKsfMYJkXtrns1gmWCG3tjd3D98N3D51IHHCzSfTI32p3WtLBq2rFpNltFttTP3o2MLZsldInmcE0/i7T+rX8g2pM20pZxhIBy7zhNPsMdocYKMfWAx0TYT3S5JavOD55j+vvt5kJwvgJoZndkXQI9ux9ptqOFQZFUVQNGviFiFAj7YvwHFMG7rrK/9pNP2Y2FV9HlQWxSyJxaRnpS7HHUwdp2RRDwFtEfOLBs3D7kxf6JRwJfo/7K3uG3I6JEOHO0AjUeZt1N64G/x4TUmyuVWqkmAj1i15GKBGooNQnurNOb4oBKo7F4JSp2eYrEBdwTqkpzR3TBF5TzOnFomcuHsDRuoQzF/YnLUdfP3crEJpOKsNgk6YfVCIkFp7eMi2vz+Ir9I2vNmhn30FP4LtOxbF+62Wt2b+N65U/ek/5LBHMwDuuEOxPK42+bw5fn/KscfPGxSpJTWMYwnUI1/tYy8s+vvtGBhiin3SPlaWRFRYLPXHXb7n1vvjcZ3wBZrcVUSJMQKhuTWOJ0KeDNOCBegF1kEjlCh34fH/5VPDvmPLgPHEkeJxeTGOIGwuqRFgUcZp7rnyccoVTBMS/HdwB9mvAOEuEshxvGIEf8/5RSInQnlb6c4zDEaqZPFMoSV0dxxKh2p5YLlrL7Bs0dLVEUIDfzXgdrgoI00PMsNC0AbRAnz+PGFIHwLkCn+WgrxtBLpIHUQS8JBttn3IE9YvpL1MfIRXynXrh+XZCfSw2H48duIZmY3NVCzcmQve0YmdYY9Lodq15T7HpxK7OENuGBfvGXG1uxwTw9xe0EIpMYwjaBvw4Flmb1YKmT7s+hPLfN044WG3gG//dh+HD9z4LAMbl21JADojvOVFZhu6fQ385BqJEmIA5xETA9Knr9uya6cQXRdH4Z/lmWIIuBAmduHXMEWC04EHLapch2BmiY3SGos9yM1xjYw/e0wRmTgHRFbuBNOUYS3jH+ewRJQIuQtwSj8P08M7787zH5PSgqpdjr87QFqiI3m+XztK2gFK9BJmuUKskjpzFYZWF0G9Q0YdUxc3QAnIK2nJmKgWMRg82uk6G6euruEH6G9CKCUIXIT/i0lxjNpqXL7AiV93XaCDQ9jm0DaRU4FgqfZZ4pNd2iR1D6SWjNeWg1nJuqkVzbmxfkC6b0Lsx5cv3UXfpk5RSVh/YNY0h0HWqPbAiskRoSdMk1UFWabb53xlNc/dwDRf2VnD6hcr6bJnoQjxUuWzFgftdXS2rGYkSYQLCSoTxtQi9tNzoN+6kigL7Z/GNWqgNcAMrhsqg2N8AdgNgl9Xu2GNjIvjcGaI18sotKx1YuddEpu353QXWEiHjTE9K/ntHa++xmI7Ep8TqC+1Ic1l/lGWV0hhNgX5+JyJWZ/AJSl0tEUDBJANUBfGznnny088Npz/8QPjupy42Puc3Pvw8fNvPXg+vfvc9cYpTRI6Z1FzELl82Wjk6Xq8HKwUYRUTTnpBEu7QrMe8stT2kwjQd/Jl2llwH9nUY2wc9nL/Jhz8xZGGUimsNEk4XKw4O1rzSu59LQvdrcaC9tokGHcC5TTmWGqw4tHJCrngCXa/HSq7OA9OB+zFf26DBgRVjzemb77eDIrSvKyOfJl+nqGWFrqOrGDPUDHjbZY/Cqe1dbRuiROjIYUsk8xD6o1gyZgdjLOsGQCt9n87N/K5mFisWRQGLepbFNxMRdiFIODfQMWLBhvVZjxhg2jPf9nlZ3BmYBginGZu2FfG7ZwuGNfJ2XImRWkaUDY2JYL2PiOLEauaTIZ1em4DWmhzajhVYUZdzZ7GIEBzta5o0UvIjv+lAZAyU4ls8W8GXMz+dpv19DjlT8eylA/j2190AH7n/OQAAuOXxF+C+py/B2249lTwQJ03lpKQqQIYuR9f2ULfV9BPP1b4O4s5AlWGkPfAN8kOWYJzlnY+2gYsKHEsl1Z0B95eO5ZwnzbHA/VPbMsSxlgiaTlaSThqBAiXQVabF2WPLmCTlOFOGnLQGFUUD7EYp2VKWPjPmQ7oz+CyW9e5lPWodyxKhkfPIbl/2QwfynhuiROjAuSuH8Cdf/SG4+bHzna7XHwWnRBhticeAZrhPOk0DgAIO+jTx4cCK8efSgQl3nap6UGd/VGBFdKGrROD3e9NiOlOr/GggF9sZ0PTo7y7gciilgmbEv/qpx+Bbf+aTPXO0wflooYxzHYkKrNgifHaFvj8r5kaPjllbfIzRFGjhd7ks2mcuPN9KlyjW+jo6IBmDMS1qAHgBU0F3U/gYdg/XoFS1rfKrMl9g8/nItOa0OsNcLBH0d9O1FJY7A3q+XPvaSSEZ1ealJUzT9LlhOPfg1yGklaClHpIuvjNc4Ou2dHH/T2P4qAx1tk91xzIQFxeqS354ciYVnxK6r1K1q0yLlWCd3Rk8Mm42At8QALXoCSscnKQzyf998eka9a3pd6MnV9ajxUSot4HZE8V8V+LOIHg5v3sER+sSnr7YLUJ0Y4nAzDQetyUe8bVYOF8URaUVVehjot9gKN+Ec31mRTgZbCWxXBTMANCfQUnuEZO6xCMwHZ1lIQHu72lWZ0CdUhnumF79nnvhfs+Sazc9es5axqtL/lqJcLJWQeMiRAVWbAZNeRt1MwB20+/y/PGM3ViWCDrPaonHtnOrresylKBEsK7D72Y8LGUn2c/97p8fl9ew8UXobAgefKcq1bxC1ATk8C/PUo5GwdutIFZgxXqfgvZ6GUvMJanpOroB0q37zNJD/RgXVd5HKGBczojobeXksJQIK2qlmtaPc1guj6mVH7UBtqzBELs6A6Q9b6vd9/QfWdvcDmcr1Wd1Bv4enrt8AG/6zBNJpeFos8LBq73Euhr4Bu0x9FEi+dPknyGVPRdzWeKRkdXJCVcFokToQGz0U//11XXTWiLg33lqe6VEMMJRoVP3NFYplghBJYL12z7R+Jmj527N/rS3pLijdGMidA/ywilXSuZ3fARkPApKLo4FNTON8QGmws2p83vwN17/Gfj4A2d75X9QC2UndxbOsajAiokWHbHQAbDq+fhxx6xgnJgIOs+dxSKiPfN18un56dRyzNKl4gusqHflfu7cIDwmuGMKF/aO4NyVQydXamLeKd8ewmZusH/3LMrRsRha+YnXdQek4MF0a0van1NyNSAX0HbP9y2HlFYpiruQW1qqYiwEF2C2LdmQO0MO/3HczaXKnbiuli3POz2wYlwZYid6+mDXpfi08Kl4YJpjdYYP3P0M/NA774YXdo+i02LTb1FEWUrJwIQPd003JSWRnzPgaz9oORtLhJGXeKR36mu7+ihnjiOiROhAXwHCfAzusfFiIvgb9bR0zG89+AGohKPFAiwTQ7dxCKRL/u4aE8Fo4ZGVxIKbqYtLn2o/9TuM1Ypa2TCNjVUOBe4JwcTxz35NWEmK0RbUCgDgcG036lqY2nNmZtrB2ejAikaJYI4lWSJkHqg6wjM61kUgwjP91eoMw7cFWvmVZImQoOBzsNoLo3Qcs8NtswJo4pzkmulg6kduS4Qfetc98E9+6/bmb+pnbBRUdiyGmG8i5NM+NkPMgHWhb5wVE1ixsN5HrjpBB/gcqfXbcV/wDFacQWKg+oSs/HzncuflVC61KTs4Nsi0mgYCzhHHA1/atoqO71oFyroR7lk1gRVbsjDvNF3uca4gbdS7bn8KXv3ue6LSZZLh84goG3bbBEhUjpMfZy7sw7e89mNw6vweAKS/M0r7+6jbk6K9HzfX1NsO38wQXYLPKrFp8+sbW2qZe+QlHmnBfFY9OED21YAoETrQ16QybIkwkhLB87tXmnigXhS1gOTXWueKiRCagMfCHmuJAGnvkjYMqe4M3HP3KXSSfdvw754vlS5Zgy06fBys6AxM98F7yJ3BskSIGgRV29xNutMJ91TMYWGzLPNZJZ29fAj/8QP3s51a801ExUSot540YqDWMqkzWjlQis9P379+7tnaRZQv3pdTiXBxfwUX9lYmfTLgwtu22UiKItsp0e3s1K4VfWeXcWDFNoG8T/sZujI1Vbf/ttPxDeRD/UBboD/2XO7b1XllmJxkv8uWwuF+iPaD9Pl0wbJiSrxHLK+2WiI0saxa+oJEuSkmLZ3Upx5+Ht5319Pp6SS2a1z+9mRQQr9G6v7jz+/C4+f24LHndwGgf1vfJktxyrh2l5R620lW0dv0i99y85Pw6UfOOft9SkL9pxMTYSRLBF/7bMvbbjs2h/5yDESJ0IG+/pD6suXCffxjuTNgsnVuyjar0mvW+jWM/nx9Agt7rjUw4RsgHJF9gWZdqbDdVhY6aO0VWLHpGNx9AOnCR6u/YwLUrcLnDw9gBvd0aatUJYgvfx2oSlsi4NTiAiu6zzkHtBNW7NGE9Ky6qqDIFFrx+ofOwn/++CPwRD0rgtHPubJECJfZ9z7TAiui36g2DRkfwCkDqGDbk7riSmt+zODKp8jokwd1Qaq24GxTV6HoIzDmpq8VYO5ydK0jTWBFsNsR1h+/Q/ox76zrM6RCMm1faZMcGqyUJIBvMN9AX92miEmB68vbZmvxNc7qDBlGFfjS1Dqn0Atou1b3OG3yTIzcxJYB3PdMFclKheW9ONL7JKWArHCVnhuth/o59h7vknac0sjdRXwb2SeOiC8GRAz/6nfvgu96w2eY8thbDe3LRo+JoLeeeovPwfun7qPGQpQIHegryBhLBPfYYiQtglX2jJ2bTrcoito/y5MntCgGFP07ThiiZ1kNUH3QCqwY8cGHghrp9xVvieAK8L5XkWoyG+qoU6EDkqYzZJLVg3salbpPLAJcfjewojkW5c4w8CCoGQh3FEBMOqZdKVU+3/xQRPuyVLAoqoFztAkrPa9rO1hO0+HSGTmN3sWtAtIHbhDlW2ayKz4LAxpUFLfRuhxtTBH80kffeETZylG6zySlfcGzavhdZfagaTkndTBK5B7yt2+sTOuirwxtj4975s2xHgMiNy13X1uyQSVCk24eQSvZnQENQEPyGEAHd4bIogRjc5D+qcq7+8A2FTxBYsVESMvcuka/642y/+5K25iDa/vpO/zR99wDf//XbzXnkW1aeey8cuBTTNBvezG2OwN5t81+T9s1VCDvuSJKhA709b/DZvWUkbwZAH8SfSo7/niswIq1KQLuD1KWeOwaP4EO8nGjHnZnaO/kALiYCGmmVVwnTp8hPd7JnSHqCj+2EgF38G7K19RKhIOV/Qz6uP1Ylgi1eaj+NvA7jgqs2KMcIahQ3ff52zER8rk2he6/VKpeSaW9nvnS6eQ7Wv+eoqOlcQGa8tS79HPPJSD56kfOgbBSdptJ3xVua1JMyOm1U5PDvzwHnGIu5fk0bVgBoN8CfYdt6e4eruH+Zy7xBz2CL3dOLK5iivztHcj7B0C+vo8jJtBwjjrad4lH7c6w2pTwjttOZ6mz1jebOKuNBzW2tWK8/OVNs8MDdyaImPrU6VkxslXcZaZ+Ynmii5sefdc6vVxBI33p2MvE8uOTU+f3mhgN9QlW2mkFCpenC757NM+y+qEtNMezRPC0X4r/Y0795RiIEqEDMZ2Zj72jNTxZf8jLpTtIOHZLPFott/mUFkUBiwKsGTdXw+hPlx7rspQQvg5r4RfIdDsqsCL67XNn6NKYUiGsKq9b9mhtf0eBlk/LTpcGasM0SgSPO0M3QcNcoy0cuEFsjCXCUDERNFwn0+X5N51oWd1/rqYgZLZYqup7wDOimH/zjrvgX/72HXZ6CcpAX1n0dSEricFQ4banzzfNZ+fWD6zUzIEvvab9sxRv+Hh72lw7NRWzsURgv6X4MpnAirRecGfz6f69X7sVvvVnrvcMetsbvVT5xe1byZbs953HHYspT2jgShUcfQh9Rz44S4RPPfw8/NPfugPuPXPJm24s+NJUSwTblYlPU2NWZ4grT2oQPwD3HZn64Q6EU1Ce37EXKkhvG+m55huofunZ8r7NVZtVKpa1fFYC9P2nWrpiulqnhS2K+WNUMaPz7rJ0eCc8bYsvvkjO5WaPAztTF+A40sfH+v/3X2+Bmx47DwC8JcIkSzxmqutWTITCdEhtjQNfPv8HG0rHJ8AAUmYssQlpxCyBHdTIPlGb/8WaVtnPnR9c0HO7WSL0e6l+dwY33WtOLAGAC6xYl6VDUfBj1tGuaRkWEbPnAG7HngtTt+x8uuZlB79TGS0R7C3Ns3Jn4F1yHj27C0d1Z+0bDKTN2KDfyiQ2ZneLLaYw+pvRLkq5qotJx26ncsaFUsp+f9T8Fd8Knm2Laid69He5KbkbmqIcTHuYMig3gRWJax2Thu+5f/rRc00ZFiR+SoziNLWPcAKeARHulftM8N9cbpzlnY/Qq88ZKyPk6uRjzSgRjurVivS2T9Hs7zctJd/gnEuliFSgWnU2pgxWeTxpgcm7b2T7JAUAusZqG1PSUPy2b+wUWkZfoTbIddQ3eUPj5vSRi0KKwRB0BS8rTZK2xm1fqr/HskTw4bPom0kXNRpiidCB0ICqDa1AABgv/gGHb+DaJR08c6eTWhR6uRnlbaxCHUWKJYLy/MbpYAXHkgmsGJu+b4nH+MCK4U6c1RTHvp7Qg0iEallDypYmsCKNSt2jA8XXGEsEUx4AgJ3lIsqNZLhYCLZwTIOMpqdntgpyxkTwv4eyVLAsCss6h15Lr3eEk4Sy2Jf6rZSGRHnyM21X7sCK9taUId9NV9+omyf37rtbIkxPLqG8fznqbYn3xZepMc0t0CAvMQ1aFkzMbBh36Mlze/DGGx4Lnu9u7X6KJosHh06aTJl9hCzbQnmk0sXKBB/X/aDes4l4F23Y33ZaOngQFvu8W5UIid9hzEQP3nZ5VLZsFZ+AuU5ZVh5JaTh/V3vWzVghOik+/YD8hY+rwLlYBq6usbdJ5SH5xkJlRIzPyoy2+Xo73hKP9dZTb53fnvO3FVEidCCXefQOo0QYq+KlRuj2pgN2IDLTAJjAij7hIsW3MfZcd4BjGp5mkLBgBJ/o9O1jzRKPiS9ugcJy+zpYOhBoo22WIQV7VjNc56854YuJ0L0slhKh7nio8u7Eooh0Z7DfdS58QjRAmgBi0jPCZqmMlUtfQvWoVNr1iHdn4L7frq5GVRp2vUqt4zlocyVYRAYXS4W2U8nm5ErBT3/4QXj20oF7DMKrM+C8U5fGQjL25AwV36RrOXA7mVKFtfyLA5r6gm22Jds2OPfBnfPtr7sBfuz37mWFfVoNnMGfpzyhPjZFDgm143gQ1Re2bWhJGA9omgCQpI70mV23lIAp7S15vu2WCHFWWKlNgvL8xnuoJV4qITktpmxK2ZNESWlYMpxqlIucxVIXqCm/e9yWHarfpIxkX58AgF2/NyojxqSpy7whgbpzLvF45XDdXi7meZrfbr2ZWtE9FqJE6EAunxfOXHkK4ajPbShldzw6KR3xHe9zFQP+jN3AioFzA02Zbcpd/WG5M5AOzJeDr1zL1NUZ6tMqM1a30eTMY2PfT9dOlE/LHpCEZgBNYMV8SzziS7R5aLNGfL1/Z7mIXOLRLk8uHGEav8kOWWFhWymVzbUp5H5Vqir2gs81BJv++4T4pL6c1NEpIv/jNolDP/dclgI0iKspQ1r6T188gJ/9yEPw0fufc45hRV+VF8kbD0ISBeWSKf9UNML5xAKafoSrjoHYGncGcNtaSuuAjjlOB/b8de7Ri/srf56kLpmBJGkXvMI2177g3+EbDbXjyvnRHX6JxzChfruP7zmXf4o7A35UZUlXZnHPNzER4t5FdKwqK18q25FzoduzsgZ1CQngfneDlEFdFBH6Ov33miiUumLqEn8cT9j45C7HnSFRvrTSImnEsh+wRKB9lsZriZBpsPTuO87An/iRD8I9Zy7y5ULZXD5Yof18XcnxvR8nRInQgT6+3pglZ4kwUtVTgb9SU1oi81+zOkMVFAGvye4LqMPh+l8Gi+BNk87uAtTKjUZ5ANaWLwv/G5NqWlUFnXTLbHdG/KDNh3Vtz3pkuzOYmAhcZ3jNjo6JQCwRyrTyY/A12o+OdiInlomWCOnFCOL6HKLfHdLDs6xKAeRydgoFoyuVgmUdWNHvzlD99gnxnWMigOolyHRFKX5WUJfBWFZlyo+kr/elph90S3EERPvbs4ORovMiauoU78jHXAQ0zqQ2yZ2h6Sfte+EHyOF0ucGC+e2/LqX/rcphX+e6MfDvJtyPxQ/aQnKXyqhcCillfOABDbWWCS2P3KVQnQe3QPqsSJknlG6nCQL6N61Hqn/Q2S6uCAp6uDM4bXu1I8u7R+n5HottxWHKQcvIK5rTyxNS6IUIuTP43DBoe9PERMgUWPETD5wFAIB7zvAr3ejiPHVhH77+Rz8Ej5y9YpXL+c3s22ZEidCBDfpg+8C5M4wlHbVppFPSMTERTFqLOrBiqfwfVdi6oNu5IXMvPEhoCwZlpY8O0fNS3Rl0+QrGGoKmn9pQ5/SxpjMroYHEydoSgWqZ6TPumr9mQ5QSJ5aLqGcz1CBIebZd88Imi6XKGVjRL8jofApkVk3L1LacV8qt2t8SLtN4PS5uCzgGi4nglCEtfU4hgI9xbTofEyFtQMLV7xA3Pvw8PH/lMPLsNKhAORX6ea422BIh/XoAaB6sUtDpM/C5D1RJh/pNeh3fD9F0XSVivfUM5EP1Ns0Swd+O5bRo4i0Rwinb35T9zfXpB03+4fJxnN89gn/zjruav/EAs0rTTUd3Oa15tAxqmQvYn/hPbNHSKaZQR5kWKzG6uifZyjDTv/SJn8al7quHWMbxWUqXiixtrM/r8NV0d2cIKRGaX9b+RiFDvitqibApFbzsVe+FX//040llasQsz81QmeW5S4fOfu650gSfuXgAp1/Yg21DlAgdyOWXyQVWHMtMk/omd0/H3AfupAqo1p7Htmk0m+DsPzkYGyDKp6ioOqbq95JZ4jH02EPPqqs7w6KwO02u/KnuAPisvtWI+lf3cWfoUhTfbCuAqRs7yyLKpI1T1mSB1J1Y4d2bHKqTSuUMrKi3bpk2ZaXQ8pnwY/9OfSQ089mGbdKv2G9gaJTi66RR8JnzcueLf6fHRNBbZpCjlBPHBIBXANizbTH58kKpj7/5yzfBK372+qhzU8EzfJeQaenY6DZozQweU64HQKszAB8noy1Zzhw85lp67NlLRvETGqjTPpP6VtN09f7zu4fw2PO73jK0PT3fIMMqS4ZvtotLSejbC6UbC740dsLiP7z/fnjrLaesNLhJCkwB2jU1nEeMBScm1DfSd9dFwcqlG3+d2dpWWglpkHrcxMNoZJZORUPph/tJLGv5LEBL1JdXfwN7XlR5SLliCcdE4MvjU8ZR618tf/7k++9PKpPRIfD34lO2epdm1+Umt/oj774bfuDtdyaV7TggSoQO9ImJgF0YuJnG0YTphAHPxb0VXNzzC2zLhel4jDuDcRvwCRdJlgiBRti31ArOE1tEFJYNqW6gAmWxDtnn6dcZ65+l0yqgsMpmjrv3ElslUgSylLRKhbXA7rk79eoMh76YCB20VNwl1DTwxGIRlXabKWBXsPCP8+maFx4kVrEKCnK8o5AUaK+UUrBc+IMJ4u/GL5yklIXu0GmM1fDZSjGrKPUu3J7lwB1ktbc5HNRE1s6D1j87D39MhPgypJT2ucvDWCLoov/y9Y/B1736Q3Dmwv4g+cSWgxs8xqANGKzVGRTfF7clyyn+YqCnPX5uFx3zfx9UiOYGgdx1P/37D8Hf//VbrWNcnfXRZlHF5d0FXoEShnMRCrm7pUID98VwRMy98Qw5AH9PBbIqDZbHc4/+83E5+GP4/fa1REi70FzPLZObkESTjuvK0q9ehhTIVvoob+475OpRn2edelsH60pG1Ct6YXzft2M1XFdr2g/q61MtOFMnDdqUL0ahY5+we7iB3UAAx+OKKBE6UJIooSksUQXnYiLk8sNtI9SoU77+xz4EX/9jH+LTUTgmgil/UWgBCacfL+wkKRwU/1uXSV+v89tZFGjZpbT0qTJDD/RiB8r6rIXlC8sLotwAgHLq/B786qcec87rOwAqyUMNacL1MerOwClJYuHKTzvkyhIhIrBiIM0ccMl28xXFgwlwAit2LX7oPWh3BrxMKz1OTRfpTFFKufCplXmlu39oFITLvPQoVDrnR26yeR8tGdz6+Hn4/XufNenUW997tNsOOy98v6kD3xSBcWg3A10/n6qVB3Rmeyx4d4b4e29iIgD9JtLLQoXp2L6dHjr9glHIhAbStD60DZb131cO1o4QHeq7KSG3AFq2PvAKxnDC3Dflc/voAr401hV8RZUIEC8jtLuWuOWKOZ8/ZssW1SC834tM65PMoK/76gx2ejrNXEqE9pgIJm+fBShWbtjHe8gqidce1EGyTyy5eHD11mlP+GdJ67exgk6jsb7xHPeNRXztrK+/9FmaHXdEidCBZgDa4eNboCe+5CwRRhKn2zTS0emA7c6gU1sUBRRQAPY/9g3w+fLFd8DWx+wzPULlWCxcK4Bw+lhAsE9Mt0Qwz4d7LlyE/1DS773raXj1e+6F/aNNkmKoDTogiRHg3CUe+c4sNX+6Tx9aLhasQPXkub0myrhVjsyfVmgGsM8962CkBekOuxY/ZBGyKaGJiYDPxWWis3wKeszYEOVDavDQHPgCd+k9hUeh0jk/37Yl+Tdc/yj8pw890PwdUiqWJa1/9rm+mAgxlSqlT8JJUyEvB/TeQz62Q9JXidBY9YA9IOMDfobTdWfu4spBz2u7F9Nn2u26Itc47aIeUDHfXVscBu5c7qyc7UcndwZmcO4bfHTBpwQMlomZqW379FNXZ4ifPGnvG027GI5Zk5pf67lIDrPvJyENfH9IXsoVWJHKq5QS5UO/U1xGzlqyy7Pueq22RDix4w49fYopKqNzVmDV9fXfiVqEdEsEt0/l6rfTLpfjje/GRJQIHehjBoRNbXY4bdwEdaxXwB+FZu5KxhIBsEBrjgGEOyr32frPDc2K4sZXl2OJ4xGAp+Vi0uDK1QRWTHR6qy5zhQ3bZ81trCi6Id1k6HgxNCZCSKOunz8V6EMrOqTkz6W3KCqLEu68v/3Gm+A/f+xhlFZdzuRShMFCT7VlDqak1whmVZkXpHXuKoSGFGVKKVggdwZH8C1RvVLmGhqN/Oc+8hD8axTEywfV2CuU5ljgfDmWC16h0ie/amt/D22przf8igsx7gxUAYkvsWbbIiqq/c7C5+OynTqfP4gUvXe9csvY6Ha668zlBtWFVNNwSsgSIMXar00x6K5oZLd7bYOATenOxCnmPG95A+d1dRHiSFlC0VyDFDBNgMneRWmwn1NcwnRioxrchutr4ekHfOWJvUfa7rPHSP1JDzzb7VvE7XMOSwRclnVAbkrBZyLvHEftCT2VuomQx55Em1LDh55o4twZfN+wzzVvRTLX3226O4O2ROBvxte++uq0aQft62hMim1BlAgdaPOJCYGtD7jKvtqU8P67nh5cqPYFBUlOR5n17PGSbXp20xooOB9VXPlazw0ITZaJeH1ouShMR5+4NBQtl1EiRF3eXI2tIWwtpnLODRUNDyxyvVOcLoA9G80lq089WPPmZX003RgcnXdRFLBY8IEVLx+s7aBr3CA/A1Roxsl30TjjZ8xaInQsf3AGW9nuDPzslT14UMqNYv1TH34QfvOmJ5PLNZSCpy1fBQp+784z1trQ2Eqo+jtXjva34zN3pqzJoCskuCnFuzNwVjhdV2eIOR/f0xCuBvTep7ZE6LrEIzdzqDxptD9z/7Hwpbyw7s2T9le0joH9N5eNa2EYXxdD7VhMXxkLl0Zburj/9ymFusQGMvmn1zO3LY/vo+KtQtLvybEWJRM6odgX4XQNz146iJah8coenQMr4t/omzZxhPpVTG7gisH9qK9/wTHLcJm6BbG004hFt9cnOCWC86OCypEmNpAtbxolQlKRWuOA0N3mufLfZPNMaDOo8k1MzAlRInSgTxAfvCIDFxPh+oeeh3/wG5+DB5+90r2AEVgD7x4ivAJzT/gjKcD4e9IOHmt+fXQ10aSn4QZV/65cCfiOqy1NetpikWiJgMvQkn5MPcNuBrneKU6Xps27GVQ7949oTITu3wlvsm2Ei0VRVJYITIGoxjd20JZcRmJJEqonKei6SnWMXcsfspza1M/St6yh5Y6EvpXU2WxTFvP7V254DG54+KxOZDT0jMxrfu9eePNnnjBlq7c+146uOO1eRJujj1Nlnu86pexBils3zbFUQdk22wyDi4Z97HNB753GYRkLo0TotsQjtuyiA5CuZeHSCKWHj53fPYqwRNDH7L9pHXN1CG4d5sva9j2419B0cpgLh6wwfFiWCJ5y9rFMsOWCuGtcBTtxJ2HSiQ2syJUr9jynfhDZgg4Wu/Ddb/os/ODvxEXCx+2z9Q0kvDDqSoZdeAD6W6W0WSthZbHPfRNPBuHjXYoWa01HaSwRWHcG/lm5MRGq/SuyOkMTZybVEsFkxB73fce+T0kx+6rr8loLzwVRInSgi7mbZtmiRNBC0eF6WOGor+CCwea/WBCvlnhU3sYq2El07ICdbhMJOE1gxWXBdFihNP3ClX6D0TER6rQK4BviVJ+1EjWwOd9pSQTKkGuC3kXrbJ9ZZn7AiwZfRWXVwwVWLEtl+aj2ic0QIjQo7DQYQA9MQXpn6CMklFWWCDiuiXutO1gg9aOjid79z1xulKVjauh1TIRNqdi2XE+S5CoSFSpi2hyAapabUwx6FWeMwqEtJkLMTFLKQA9/d0cDuBrQ7ENLhg0FtvpYdRx0mKXflFVBugxgOd/nGPBZ3/iaD8N773oapcmc3wxO7K0vRoK5zl/WFAVVyKS76+w1B+su1PatMgqY0L2mgu85PiYCsQws/QMfTWw8GE45GTwf/O+ZptV1ko6e/rZbT0dZQ+F6ayvHu1H1j9XvzcbfZsfwztuegttPXWiVpaxvrOS/BWqtRt2TUkh9/xo9vtlZFPDD77rbsgQ090i/G7216wX9DvpaInifrVMe97lxfST3/YslggAASAjs8PVhFwY2sGLGzjBEV/8xNyE7mrlOtyiqgXJ1H1rosPMN3aPPL4otgudjxulgWW1RGF/6mMbQFoI85Y1VItSnFRGWCDFKBH1so+xZy77Vh5pG+7Tb+FxqWtzHYsc326qtIqqBLz+AVUQYV9yDzgB9Pzj1Ljnpa/QMNO0M+8dE4J6p7c7AmRvT91gqXmiOwet3GJ1Cf6p6ZCwS8H4A8FpldM9Pka293wcNRBfytVZA78XuR/AlKQM3Lp8QlrJiAIGJvpMp3BlwEbAlAr3dZy4ewF993Q3w3OUDJw0cWNFyY2rJr608AKQeBN4YfZa3PP6CUz4uH9+AxmcebdW9MnCs9UZ1Gt5DWZp43/cVgnMRcp5PjzKFFDE+1hv6rNtX1Wki1bcpERIHoFZyHqWXW5/i0qbpYJ6KsIbC7XHXiQCqnNF/mpgI8WlhfvL998ObP/NEq3WGrSTW5XC/NX6SKr1w1NItFr0M+JXDNfz6p5+A6x963iofl6ZP9lxveHeG1MmXNvdFpzxN281LfD65nT7/bWFn6gIcR/rMbGJXIM4SIdeSMG30HfDga7H2uhkkgx4o2+bQsZ1hSofiiymA08GmwcsFskSI6AxZfyeSfrwlQsWiAOu5hPIKu1qYBpbThnaFdjZhl4Bqn3d1hg5F8d3zptQD7AJ2FgvY37iDCAWuJYUpZX6adBX/HmOxBhPKjZnS9ZWG3sOmVMSdgV7rCnkKVLJffdu5Y/atOqsq0JtyDvieRd/88POLSb8saZwDf3tAZzlo24LTiQ0e9u/fdx88dWEfvvqLXxJ1PgCAQk1AH4s9HzrJnToeyuEESgT8nEPKtIefuwJ3nr4Ijzy3C3/4Jddax/ASw0Z4Vmy73fbMQwr3YL+ZeAyXE5/j23Llc9K1+ix/eXA63GDR3HP/OudTtobgXEFSJkLawFfGTlhwMRFiFUxtMZ76uAjSK3xuDH0tEQBiFZmmf+vspmcNIk1bjAOoduFoU8JqU7bKUvi90uXLzTnUsq07PkVZG1rpq63UOKs4nwUPHRtRmbtRIiSWKXZFElMeXV6zzx7X1PuY67ZQhyCWCF3o04Bi6wNOiaA/jMErm/UB9OjclGruA0eG1bObWEgCZX9YoWxTTAF9H7MuU3W9ObazKIDO1MUqNJSq1iinDVqqwIxjIljvAp0TUzZ9jhNYMak0XLq2UOTzd8VloP7JpuPrIGh4LqlmZyEYWLFUCjZMncitmHOEaetYl/SqrR4Q0taha/lDyqhSVa4MC48ZKxY88P1iN5I0Ycu3P++7ubB3BC971Xvho/c/6xxrhFRsnoTA7VkO6Pgmtj6uyTdt0uP2kXaQKA+87gyB5/7I2Svw8HNX2HR9YKGdzoTmQN+HXtmIBnMdA989+vos7j1vUEDfWOs8gKrOvvfOp8mg1T5HeX5TQsd8lmA4P+rGpa9wB8/+dPXfS89KO9y5rIKDlK0PvLtQ+Br9Pk4s+aWbqzT6yFkor8h0aPR6pVoUOpDizmC/8zZCMpppF3W77C9fMA9mX8wzx+0zdgHp+roU4Hux2+FUVpuycmtDaXPYFmu83FX1Ee777ySrMPnGoCeatBKBLQ/Ni/Rhzco4pH/Rx1O9QNtWJKG7uXbIbnN9z1/cGYSaPjOsbYEVc0VzTaFPVgrsmTv9gVe7Cqvhwo0rQFij7nbA4TJwv3E6CuzAinSAG0wfHXth7wj+wms/Dh+65xkrw1glgmrKwHfEXBTmGCsJR8vcs/pQ0+iYJR6pD3Sfpa68ZntldazQSzx6lAi2yXb37zWEIr/s9NMzw4P0UrlmeV2LbwaSfJ6Lwh9MEA9OsTIB1/ejhMGir13L/W7uPXMJAABe/8lHvXmtS76eGIVKvzI8dWEfvuaHPwAX91dW+rH9R6logNDqAm4QQQUUZ9UZdIklfAXblvRYK7ayIv8AnwrlNJir5srhulc0/BD4GawCgRX1e+L6hhK1p3iAwA6Q0e83feYJ+L7f/Bz8zudOo3zdb5b77aQbOMi282S2lVYt7yDASpeWodpyrp1umexruHRyyE18tQmnq9/xzmLhVZ73k7Pcb7sN+v25wZddCnRuuDxx57HX0ufCWLoB5FH6R8V8QflWlnn62pR87N+4jwHo7tq1qi0R2lZSsALneuRGnyVKpxU2Oo6BDuq4WUcbbYnglocWh8rBxhKBujNU29QlHk3+nv2e8vhWQ/MpZyq5tFPRZo0oETrQZ6CPKzhX2XNFc20j5AKQlI5CSgQkcC7qwIqWkKRUUKAAdB4lxqS/KRBznVLmPm13Bn+eKNHm15XDNRxtSnhhb2Wlz82IP3r2ihNssAmsiN69z/xUMb8oTcNa0lvvV4FsS4SwAOezmOijbPNds1GqqXOLgrdEUAqIO0O9P70YUWVUzP13uufm2mp2kjYPquOYLDwjarsz8B0f7cTt+n7lYB1dFm9HHZ1CHLodZRW1aHBnK8uqba6YCM9c3Ic9NMjlBlmhdke77tDruXaz+kaZFoOpm+x5DPrdpzwG/N3FunilgC2vAPiYCBf3VvAnfuSD8DMfeSh7/lUZ+HvkZp4AeCUC7udxO9JmSn/7qQsAYJvs+vLtA69wtH9zykUAZnLAU/fw34tFzOx3veWsc8hAtA8hKwwf+n3uIEsEbhDXFZx/bLtEXRIUUFmjXa7wF6g+L3pRKn+b4/ajfBmUUvCBu59xfOFpOpiYpbfxgHhTKthZLJwyt6eB/+DefbeXv95UKyGZMQd/Hm5jmiDYpPy+mA+9ZJXE67TSVysRuPL4lKJUcUH7F61USFUiGNknTjrhnhtrHUiu0xNg24YoERJQSsHLXvVe+LlaOOnSKdirM7jHnRmkgQiMu9PSAYVWZ7DLbbTa+ty4ztA3Y+ovA/8b512WRhheLFxLBF/yt5+6AJ944Gzzt57FowNkKigerDbwbT97Pfzu555iy1MU9nPRUAsAuo+CTdXtwYn/mhioRYT++/LhGv78az8Gn33iBXOuJ09fpxCDv26oxhJhueCtWbQwQO9lqE+KHRx2SAebBVeKEpJPRxHZvB/3+k7uDGA/3yuHq/iyeG4ht+WVFjCWC24pKX1OydaztkBLsfjGUnYb6L+eKjlCyiBtaeWLcO51Zwjkr5WHvhkX3zVcPrmg7mOcO8P5vSMAAHjX7U85x3KA7yu0xGMToT1giWAHw+UVNnjXk+f3AADgiz7vGm++dhr+dxCtmG+5lioZnT7YWzZzbFkUrXUr1B/ifr4v/PcVxrgzhCwR8nwPsbPadLBNZ0K5ZGKXt236lMg+KSRvOmmR/kbzvruege9982fhl294rKVUhih3BlSuTakaV6mU12X3/a4bWleLjXWpKkuEel+MzEyXQjTp8QPfTmMNzztq46BxYwAnb59Sg1rgNRN31J2h4yRL0WJ54iuP9Syt83l5UzH7tgFRIiRwbrcSTs5crKItdxHq8cCADazY58NOwPcBdGGBfYiV2beoBQPcSNuNBp+zb7DjI9RBYQGnCaxYFKgRtM+j/JdPPAI/99GHnfRoA0w79sN1CYfrEi7t2wMsfdaiDjpJy8xqZkNuH/WWRnLv+05tM2pzf89fOYQnzu3BI2evoHLyddYnTEXl77mkrE3QdWBFTqDyCUu5/e6pOWCoHsZQovetQDka9a7yccgtpnqW/mCCWDGILU7wwOhygiWCr2bmbu70N7NkJiVwvACuHdR6h75tsBuJ3v0eQnnQOCe4frh51Xk47Zr9N0B88DDttsKZwPrwzdLngrYlnCWCNo0fQokBYH8jocCKIfcTzuKQ9o8cp2olQmjJP1ug9afVpkByz7frotcs3dMH0984zUVSTAS+za/K0J8uSzzimAi+9rZPe2IvqRuXjlMvIuqXiYkQTjtmgsM63/Mbp0VlMZr20xerlRaeu3ToKZO7L+ZZYflgUypryfJYqMWYT6GYwqoeJK83im3Hffn7luN23Dxb0gzR1crUt4KXlaaTF93Wz4W6MzRtSVqZmsnOSNmkRPWFO8f3riQmggCnyXIxfS0RWHeGFrOlXMQKGq3pKCOo4wFHtTpDrZVtaRwobaaUzFH0iz9xU5bw1IVK+YODOPlM8TWuyZR9nT66ocsptXSyC48lAqdQCN26NaNFBNI+WM8DDcq5DsqniPHNTMVAO0D9qWxKvMRjwQt84OmcMn9TtBP2rbKRnB5Uz85xZ+h4AyFFmVbINMKjI3gyhqiKWCKkuDP4hKDoFOLQ5ePdGXC+bs7jWiL4M9ko6kPpb1OoIs8VzFG6kcHDmkEH8617y8yY1eaEJskpERol0EBKBPwd2jER+PaPK4d+NtxAz83Q/Hzu8mGdJs6H73vIpW6ygYNts/HUTRGfEIoFQBUq+k/sYugvk71ly5bhlXPPpTWgaF2oncWC7ddpur935xm458zF+DKh37HVekVjIpB0uPtMj4kQV5YYS1IqL9A6qAfVJzjNsIeYZ4XvZV0qOLlcWPtjUPS3R6GYgm5b1iWKieA5l7NYcwaxpByKbFNwvv1IDtd8HAOcpq89ozI1tUTQ32CqO0Pb6Y5bAvN8OffwkFXnNiFKhATomrNdKgSu4DuMgKsZ3hIhbsAT05k00czRp6QHJvZYNG6JR67DDpeR/43//rVPPwG/9IlHAIDERGgZYNL7pwEG9XGqbPAqJ7S2FNUDn3WGr1Hl8tmUfEPWFbtTQtpfJiCOMTGmafCNaWr+AAAn6pGBHlgVRQE7HiWCo3HX28zflNMJK/dYUnqok6xcNjJZInjMG6tj1cytPyaC23krUFZ9v3yYISZC5ncTUiLYwV3d/V1mojh8y822CfIaGhMhpPBsE8RxOrYlgp9SKSvOTdv5VT7mN50pygG99z0msKI+pWswszZsdwbcdtvnhSwRfH73IX9/rIzAaXKDBXMs0G96j/jLx/3t1jn/dUoBW6exdWBbebnTQorSVGLunaLrxMmdhSNbmHTN7x97z73w5s88GV0m67uKcfQHd2IDuyUChGWEVncGzz16z7euJe0iScs3CNb3vcMoER49ewWeurDv7I9yZ0ADdOzO0FWLoBzlb7e+WysRVhvVWr85CzBuEMtZaHYRVui3HwsX7NP8QcoFdh50AivbEo+JkwbNxB3eyTxXmhyWo7cJUSIk8NSFPevvLoKvZYkQVCK4+25+7DycfmHPPdCBWMGw1SRVkdUZ6mdSFAAFFJb2TYHdcfmSZmcCIoUh98N1r1vi1RkC53Fl1IKxz8SK5uuaNFdYCha3HbWuDVUz7CMcUqakQpVMuizcKg0+gaKPBQB9nnr2oQogaUzw3Zm86jlw63bnbr/Nfbtl7uQDia9VbmfYVTHkE2qrY1V8CT17Swc8WPBo7rO0hYHLBxliIkSnEEc4sCL+jYXqilyBFf2DLrducvgCP3KXUIWdY5GAzy3j6ql+93a7En4m+H7GsETglAhmlj979k4ZotwZApYIobQpz14+aH6HJgH03wHxwknDPcbsI5ZW1H3B9PN8n8el3ayIEuHOQGck2WPBFOLo4s6g64G9fDT/XvTvFEsZ/EyPYpUIjHbJVpq61xQetzZfeWLbyNBprsymr7GP6EH1CSaY2D//7Tvg+oeed/bHKRHMtnNgRWKvlyMeRuPOUJYmfU8yVp/mkxvJc+21OkNzbRpUr8zJaTRVt2+r9lNlWmdLhCYf/rhPqcHJDvi3e52sznDV41gidEjDCqwYqOxc4/eP3nIbvIFZsqwLVvItgmwwHVCW0K2TKgrtzgBWAxgjkPJCcrAY3mu5y5ZWBGW7YXLzJQ1a43tsCzSuJQKfrnk+BduI8zPofNlw/ti8tO2aGFxLhOr3urTvW+eNt83+wAx4e/72RTtLbIlQ1bnlwm8ObAls+p2lF6MF0hn3feao89f3aOXWMf2QRYjOxzdwLtFsuFG8KWsG9kqSJUL8N98HY4lgd3Gh2UFNriUe3eft1pPQfbuWCKrZT3EGckTmtAb3kfmXql4NhQjIIfDAZcjAipr9I7fu+WbicmFbdQQCKzJtke9cnS4/QK62u4dGYULbZ/uCalP1MX7C795fDp2n24fy7aBPuazTAagDKwbKGkofIK6vjIV3lwgnrNvuHSuwYjiPlPqJTz1cxSkRnMBzqj1uku5x2r5d3KeuNqWzvHMIt1kkz8sjO63qHZwSYdfTB0UpEZCNS+fAiqRNzWmJgGMieK13mXbXLYO9n/YVKZhr0y72uXwB4L6Kv4Y+A5/MnbzCY2N44nm25G/WncH6beqTlY7qpkyaO6JESICaS3XxucQDg2XIt4tJ+nC9idZCpxC6i1VLfkohdwYkBBVQVFptJGzQmLUxpllt5+oymN9+gUWDLRFA+c+r9tt/a6HRCFDV1jXTqvd7NNIF8I04N/MYvHcw51jPoeeQmc6q0wEM1/hTwQObv/fFWCLU7gxQDRCd56vzZqpt7kEF7SsUdywlvWZbPTFndYaexeefSfX9+pY5wgIR7uS7BlaMUYjlQAvQ1GXMzUI5x4wbSd9viOTEfA8plghhZVB9DTmHU2bStsqHUspa1QbfQ+gazSBLPJI0dxlLBOp6lRvc5uCBGn0vjYJ5w7yvBEuEpl3wKGicfOtt24oHYXN2fzl0nrRdMOUk1zmDAnys+mMZE1ixGbi658X0lbF0cWfQdf3EsrDaSV+6qbOS+FS6bHRbmZo0FO2jQjJVXOFKBfAtr/04fNUPvb/lTNTOeixVcMDbamuf17gzcAHJPQ8zbolHs90o1aTf9f1UK+W0y6Ft6HZjtTGrCPlSsZXE+lyPbNQMgsNphuiqgHBlRFvODKVJJ6V88cqoG2gbbTGQ/EpRvk7TsQG+TtwZrnJoYMUu1cFanSHREqFU/ECgG26l5+AEIJqKdssoS5PqoqgHymA3OJw/pL9kaF+kMERP467jAiv6GxD7gBMTgezX0Iaalm+BZl58SpCYJXjwfXAuBl3xmV5ys3y+xj+nO4M2MawGVlW8AM4SoVF2kPJ3LUeIkPDcRXFC3yXtDLu7M/jrUePO4F2dQblCh7I7cB1YMabvDisR2q+PpYnU7MSVoPUF5V8/32WkSW8bvsGdT2nIXV/alSpwDf+OOdPg2CUeVV0PrVNanomtrMgvMNEk9xklgu6zhpLXcBmwkt2nwOa+Oy5OgmLSqNJ18+XaX3pssWgbKHoPtQ6kq99250nNpJtzgS8fTrMqq788OB0sA73pM0/A3//1W1sHWSl0EfQri66qvVltSvhXv3snnCKup7Z1HG914gWdS4PT+eD6xlZLhOTVGRQ8dWE/QrnI/8Z/00kH+h5MYEV32BJrSRoqm4Kq7dDpp7wf61Tmsi516qgJrIiXWebPtQKtetwZqBykyP4upMoknLuk+c2Xx7V0qmU8aqnXuDMkFak1hoLbftX7PXXavCv3OnFnuMqhM25dPj7LnSExJoIjVPbAFmT9acbMJuE15vWHXNSBFSsh1DReOLUxLBG4jsAKrOjpsHz5OqszoAYNw8UOwFQxEVyhixtghIU9k1/O9ok27iHzPCME0Gdf7+/QclJlmTYx3NSVaLGoFAsxypsxzJoB/O8xPj2zLUt3UN61AwopUcpSuzPY51p5knqoFL/E40lGuKMElxRsvTqexryYWiLQ8zztA06jM46w7L6HkKCKhUcAJGQx5WrailL/TQRGdEloFttOU7mxVlrekhV0cBAlgp3m3tHaO4geKrBi6blHertav8DNhvpcUkIl9imJfW1zm4tA8BirRFDWb3fwx5fHN2isrlGmrC3vi+YDAPBD77wbPnzvsyZNksRNj56Db/ixD8GlhLgtXWMiLBeVzHP6hX14y82n4MaHbR992mcmuTOg37FKBBrYVEF4MA9QWZACtJdNOT/CKM9vnFejmCDL1WqamAg7bj/jC+IaowjAMmCpkDtD65VuGvo6nyyUAnZnaJtQsqyjSvt5asqIviGWNqsB/3X235ZCm2w1ptx6y7eDJrBit9UZvP29074qZ7f92z2urxNLhKucT73qL8If+fxrmr+71AfLnSFxdYaq40nPk8Oq9IE02yJsK6WsmTudVGOJoLDmM840ltsfKmMoTe462/0inD6+/UXBrc5QHeNMBwFcAVLvXy4KNm9uhYW2tdybradx7QINwOQz1QWwZ9CtNJjGNjp/kp8eoJaliYnAB1asttxs62CrMzAdapfvlAoKtDPsWv6QW4l2Z2gCajErbJj3aN4nfr56xqTv083qzqBnJRbxlgj6BmJn49rwWiKgJxXKg860hBSeet9dT12Epy/uO3XeMndlBDe+/LpNj29XrHw2Cu44dQG+6t++H85e5td2T4Wb3Xn+ypG1z7d8Yi5wESx3hgirKHrMShf4YHvce6ez2lbazYxcWJgOvUvWnYG0b7Q++wIfcsI0TXOxaI+JEAys6Pk2nji3Bxf2VnAe1ZE3ffpxePcdZwL5MPtaSlfWSoRFUTR1wicT6HImmcsrM1kTo0RQSjlxCtyYG6Hn2F6e6ry4m4iR0Ux94s/Tz/UEFyzX80hS3RkqZdDC2h8Dvb/QYDkW7M5An5Gbf7s8RsvaNTgiTjv1tnwur7hg/gDd7n1xbhypMRG0nOV9tuRvTpnPWVhz9XwLdQiiREjlJNKC9l2dIeTOwKVNhco+2ANXPynuDHhpmwKK2mRf2Z2C1djyafuiyPvL4BeKuUaOW00ixhJhiZYUpMJ5qjsDdqnAZ9jrf7v7nPI1s110KbZ+9cRxZyD3wQ1EqLBM/bNToJdgS4RSQWtgRVxtu3Z4lMP1Bv7713wYPnD301Zepn7znUosVj1QKltMBK7zpfn4LBEqBVJ9DM1kcLPMvns+d+UQnRMop/9QMvo+qHGE27G79RgrGfuVgc/bJwQ515c0JgKfLk77H/zGZ+F1H33YmbWxBr4e4cdNs/ruY/sKLp9TL+zB4brMpkTg7v2mx85Zfw8dWBG3c9idwX3fdTmYQqdYIuBBDne9r54tFuFlE9vqnlMOsOsNVZ5y9Vuf68sXW020va+QZZ5vkKXfFa7zv3nzKXjnbU8F8uHfTYh1qeqlctFEg9M32fedUju14vzkziIqiOG6dJUUuC3Xf1PMu2yT+9K+MU4Zav62f/hm3VfNEo/xlghR7gxouylVo6RIcmewfnNLPKa3RdidocSFZMD5NTKqc479XJsidZJVlLWNxZGTmXbMp2Ti5EkukG96TAQ+Xx9cLAnrN+l7NWKJIACAPfDvUh0sJUIgsKJP4MeD05sePddZ0KUCgY82k1SlbB/iJnDgAgD0Moaog++6xGOoGFQLbB1j3pLug5QyR2PKsigKZCpmH/dpWH0z+IuiYBtNxZzbZnKs8ws9B8rlg1VwaT47LS5QkPubC8oXUxYOmp8bE4EPrMgpb3y+uqkcHJVwbvcITp0nsVEYAbZLTs27LFU985RpdQZixojZlFXsBV9wIcsdCZWDGwRx39Cdpy/Ay3/89+Hx53dby5mzfzWBFenqDO15+uJDpOK1RLAGE+G2l5t9Dlki7B6uYf9o4wzwSmUChqVYIjjWEC0vCae9KctWt65UcDovuWYHXnLNDtz4yDn2nKEsEXAZQgoZfYj9VjzjQN5CwT1G22cujWXL7H7bu3fOJ20+7Tt9ZXLbFPe85aJojfcU6g99g1+u/pVlWJjn27b2eq8tujjFhVOGxAGFgmqG9ZrlIiqwImetQPPkcufqGlse5p3HBnx022C7f/G1cyv0LmlePouDKPkY1R1rdYb2K3FG1k9HUdKhKdKBJFdrs8RjzGTXxtPf08Ft0x+lF62zbMcNrJs0PYoJIxe5eeLfZonHtDJB09/zN+NrU6zduEyeJypKBAEAbPPYvjOsqYEVlTId8Dtuewr+xus/A+8IaNRjyxEiJsK1ltPxrFUBlTUCblBx+fX5HCEhuQ1fEBQMp/TwdTY4X2w+T5UEPoHB9/gWBc5TIRNqV/iKEQSrZx83OAAA+JOv/hD8yVd/yHuczhZxZu60oI72vQw/2xA0LbM6Q5VdtToDY4lQb1lfu57tt6vJJ52xp1OJxXTy0ChKuPyT0w2YqCpVfQ/4G6Z50rpeKsWaaHPC99nLh6AUwLndoyY/Hzk7WJ2Wo4jxCCi4bPqSvkonX3yW2HpSKXDcc9nnhOoOjqWAB3gLTonQkn+qJQIdYHOWEH3AVezEzgL+9Ff8Ifg0USL4ljjLBX6vuH/8tU8/Dh+4+xlUVt0HMN+KT1kQfB/4t2L342OLtjgDgWO8y4B93PRPijnOX0fT1j9xoGEfTV1mjplZSrK/3oEtKrU1m4/A5+WlUSIAr7ig6SrFP+NQmQoo4JoTiyh3Bs5aQYH/HZl9cd+OkTvMvr1DvxIh5k5pW0HLsKrv6ZMPnoU/9WMfhov7K+daSowiEbeymxIHVowodJOG/Zte26Vv04EkV2XJKurs9Jm8PGWgabUVbf9o45WzUmU7x6KVk3edctvX2goT3A5Wv5OXeGzy5++F7jXtECq7rUWo06PpD9cnTYkoERKxLBE6VAhqHu8/z923QZqsJ85VkX8fP7fnntijTJSQJQKeVdfp6I9pUQdWxMIGAJ3V8pUnvuw0HSdNJhPdSWAB2auFRL+xO4PT4XlMF33pWsEdFV5mxm0UQw01FlS5GZ6u0E7JZ1GBz/Uv8dglf/sq/c70N1C5MyzcCL2M4E41712hgirtSL2dSiS4c1LgmuV1Lb/PUqQ6pmCxMHmxFifNjaKy+L4XKiQQRVLe8J9+dL7U8jXGzDTf6gz8fpxlKI+1p277rNQ0G9QO4+fOWSKEalWp7BlnWnb+GlvAC1nBdAG3s4sC4I+99PPg6Yu2ZdBQFggmffMb948fvOdZeMdtp5u/dVljFW5eIZMTnj2/q/Oq7XIRp4COPUbrrevOgNs/fB1fvuo8/Z22B1YM9ak+E38uPkbbygisgqelSm1U5UtfxUQwZugYp09NWGlLgQIoAK7ZWUa5M3BWAfidNWnSfFrkIXoeftNXDv1L/doyGpUl+Lzpedqd4fQL+7B3tIFLSIngm+yKaQpw/pvStJMpfRW9v1Cdj2VVxgdWtBSbPiUWOTfG0hUA4L/74Q/Av/rdO0l+9jYWX4ywqhz21uxX7Jb+1orCtlgwFP0cfIF4fQoh37jDZ0lDv79tQZQIiSwtS4T063EdClV2n8CvdzfXdqyUsYJhKCaCvo57JkXtZ03zwX/7B+7MvYeUGS2CMOaxf/+KJrqvUn6tN1dGrPOhgyKfwODrMBeFHRPB+KSjcz33wKVHZy37NlWOJUKEIFiVx23gO1nskL+bmAilMfXnBnsqYPLWt/127sfehJVZEeBZIKXyWSIYc0D3+o2y3Rk4RRTXifutiPi/22ZS2o6lor/HpePO0F6Pm9UZehaIXm6qDS8E0XLSQWVIwMfnbTZGoYjbEH1f3OyPrwypqzPgcqxL1SsuCp++SacoCrjmxBIOVqVVt4dWInCCq8kbn+cvD/88+O+KCv84bT4tI0x3/d74cijrNy2XT4lNU+KsKBaLcFmt9Jnz8KCZ64OwzzyejOHz4d9NiM1GwXJRWWXqtmdD6gYtV9I3oSrru5M7YUuEslTwL377Drjl8RfcJIjigsue68vY4jDvfI9ZbtWk629zqBm7T+7R7gycObnvk3/k7BX44Xfd3SI/mnJU7gxdAiva9xejrG5DW15YFl2ec61vink+uIzuJIi/DPq7etutp8mRcHl8OJYIllWcsrZ2TkiWsJazRGnV16XGRGizGnZa1xYlgu+52hOq28PO1AU4biwsS4T0GhFrieCrgNRkp6u8FGv6vopQly+xJUKdWFH/hxUHCniNnVs2d1+s+aHbAJm/FwXUAyaTv2+ge7DawIW9lZUvpyzxz8LXDZOnPLYlgqrrFb96RYyw57gz9GysdFo79QxRqFOkwSCXjX7LFTRS89dg6xFt6q9nmbUpKS4Xfu4xFh1xZbLL1qRG6oJ1rEP6oHTwSM/xjuly70EpaAKCVee4Aj4VYJSCoE/3Egrrby4NtpwZrRT0rFWbJYJtXVFtC8YqqAvuTBAn/PJ5sL7c+llys9joRmx3BpPOknNnCJSfVVq0PBK8VndZmtUG8ikRzO9FAfCiE0sAqHzAX3Sy+j3U0o6mDCZ92j9u0N9B5Z2nUeT2ct9vKE5FMzBvEabDA+lw4bCFkknGbTvs426++ueyaK8joWjyeHYe90GcJQK2kOHwtZMhNkrBjrZE8FiguIr5cJpW/lDHRNhZwOHKP1jfPVrD2z97mlcCKf7Z2+e4z8tXHgA7vZAlQqjdoHJOsyUXUQsPn1k75hMPnoXTL+zD9//Fr4Q//JJrPfmbdnldlo0lQkqbRc8MWW7GskJKKK2s9CVjDaY9ba7Tn0f0ybu1i8q1J/jYQqntuk9OttKmf1MZgukTAUw7m+rN0HYvvvbVF9DdV3+TFYfHBLFESAQPJLvUB3wJXX4M09YA6CtzCN6h+wh1JvqIvo+ytJUcRVGVD2sYuwdWbC8H/U3z0O/Odr/g8/yNm56Ev/wzn7QaECyU0QaNPiefX24jNCHzTQVmPftNS0NJ4bSz0KTaHTpD5NRHz0CEM7nt8p1QwRubYlcD7KKZZbYEI6YcMcqYNr76h94P/+K376jLoNPT76+pRab8HTLD5upKqYxLPNqd8MX9FZyvYxRUriHomyjde6DPNNQZ+oSEGEVOzv6VzhCfubAPb7v1FCMQuJlqxUOKuTGHK0i6+333TAO4Vtfx6eJj+jiuSzod/Q3hZxN65pyCte0V6W/+xHJBLBFaLoyEtsdauD1AAys6A5yb0Gzu2vp+6vIwD9nvzhBo63Ha1m9yXp3GYhGWD2LevXU+KYtpF9z0QtY2nBKtLQhklae/bFiJgOsIF+SwLbAir6QLsymNW5i+3lnikZQvLSZC1R9cs7NoovazZa+T3GesAhSpDb4lf6ttuGzcbOzeUcCdwfMb/2366brNILepFcNaUffE+T34yH3P1vv48uq2LtSW4/xLxa/+0IZV9xWnOEtO0rKe0dYnMbG7GrnLKSPti+39HLu1YugPnLTnm+k7i0VPAHHl9skI1LLCsrpj7js1sGLIYgzAryCy37nbR3J1YGAjuUkQJUIi/QMrmmvCgRXp37YwZpZVTC6Cc11I0FgFOqwmsjLjT62VCKUCe4jl+fAwvBY97kbpafhvPcNYINNtnxbyhd0juLi/shoW/O6pAOVbatBnmmW5Myh7mUycLlc2DJ55px1ZH3S6O/VSlO4a6Dgv1JAzQnSOwIq6Y9f+rIuFGezZgrtqzqPl66NwO1iVcP1Dz1t5uMIPCsrXISvznXgsESLSeNstp+CGupwaKuT/96/5MHzjaz4MALXw63FnwPXTCqTGCElNGcl+anoauoecWnrdbun7edftZ+AH3n4n7JNZPG6AvGDasy742iK825eHrWiwWtDWWeJ1iZWjRjDbYZVu7W2LvQKB93Tr+MmdhRWnJWROnAIu+6IoGksE/F7HtEQIHWusMJh79w7SmaS5PsFewpYK3dV22ebO4D/EttneQKGMhUCoL/J9c23fGye8a7CJv/V9cZYIpK/05YNpq1KVL/0CCkAz5Z4+M3agTvMvitqdYdUukx0w1gpVUOLwt8xZS7H56DSViSGwGx0TgS8zref0+eiZea0Y+N/feDP8n792K2xKPtAvgBmIByehlH3uiQ6ytVX30cSZpktfghVjuj/zpcJZZXhn0CP6Yo22LtHtLM0v9a7K0gSurP42xxQpn8mr2oas8/DxrjERYt9RyTw/rk9vq+fbgigREsGrMoaqwpPn9tgl9Kg5pg/XEsGugL3dGbApTiCNYEyEeosVGrp8VWDFwhpwKEU/tnC6bfuaYwGhmFPamHVh3bWuTdlc4WOHUSDpo3SdYu56nM+isDtLao4f7ZrQPFt7nqFvM6XLpt0ufEotWj78OyT0tedvX3TSE1gRgA+iaLszuGXrgxtQzGybAJkd0nUsEUhnGNPJ/cDv3Al/61duYsvrGxQuFoX1TeBj+De+75jBr31P7XUhZ9eqBU7zHZogVXb5UP6o7cpRHmcGlhHQfc+DU8aFBuS2MFU2CSt0rW5jYpUC+hie2W+PiVAd15YIxp0heFk0OJ2iALi2Fm4tS4TIzN54w2Nw25MvdCiDP31cv7jvTcNbIsTHRMCB5Hxt86JticeQMoQZp1JB2ZTL3tLfTtrMN7ekAZTY8pq8KbY7A/4W9NbeF3qHvncTolLG2jKdb8UmOiEUg4KqXbpmZxlcSlGnuWLkNq2cDuYTeMbceUqZAeZuYHUGWg77b3vr6yu0jEWf69MX973fvK4XMRa1Ol2zxGP8C6L9Jr2ymyWCuUjfh++9WKuPMFZsuIyc3OJDK4a0q5hJy04zlo1SjZJG/92kSbYa7rtpxj+MG0fq6gxNvYsckHBKB+sx6GfjjEXqfHIKOjNAlAiJLCMtEf5fr/0YfMd/vtHZjz+6UGV3TXp0nvW10M9v1+7w0zpUmoYdY0CXT7tcKKtz4AaZlNiZm6Yc1nn+Y647g9txaTgzSDseht5WP3wrE/ge33Jhz7wYc333upjZwkowQtd0qBY3P3YeXvaq98JtT77Q3JeJicDfHy4DQLWkn156KVYg4aCX4MCKpaqXeCR+r9WFdZ5WnIZ0oS2E0UQrZ7vMYIpQDdjd9qEtSZ9PaqjzatwZFoVzDp0xNJ28Xxj1zYqad9TenuRAC5zNQJgZTFTH3Uy5lVK64Apxbp4xbiGuEMUNEAxrFFjRKDuRojJSiRAaBPvQ5T6xLGBTll7/3K5QS4RrOUuEyPL+2O/dy/bRKWWgcMofbpaUK6Ly7OeuwRaCvuC9y6J9YO7Pi6ljVtvg1mffDKHPPNkq66LdEiE0S35oPQ+zXz97+j2VSsH/9l8+ba2mwV1v8g6jLRGCs6Dkm0z5JkqloACIcGeo0uRWcNDK6aY43H1G9tnYCkUPMHeD7gyBfJW931eG1ZqXtZ4IrFDmW6nAzr9u5+qBuLF6tE87e/kQ/tJPfwJOnQ+viKaY/LrFRGAsETzJHDJKNLcM/PHQs7nSuDNQJYL/WwxRltAENsfpxJQbtzcnGKu6RomQGBUhtIoOgCt/b4wAaJ1Fz6fJdfnujwOiREjE6iRa6sLDz11x9tkzKV3cGeoPRY9VwkWIIlSng+4Mde7WoLxOyyzxaGcQExOBI3SurRAh16EL9TMrLKUH/8Hrv/GMj6VAItpeXxAl32wkjpytlGtCbT2nYBAok0+sYsjHDQ+dBYAqGJFOd7lYQKlUcPCFj/yD3/gs/Nh77q3LrZzjsdDnhk2xFVTfDhcojjOFVM2229dCnyWN9WC9x4WdZwrYCkVbW3DHfTxxbjeYLne9cWdw88Cv/IW9o2a2t1T+DpfWVd+zYsnYtzbuDESI9Pkp47JxK6V0wf323Tx9eWyYgVabMgj/pkJeWbpxV6qy+G9SH8HBAtuaFX385M7Ciio+jBLBzJAdrPiZ6CEI1QsuoGtMYEWje3TP5QZVR5bFAy2f3S/7CD0nn5IDX0vdGJTnXJqUrYxA/WGwtEh5y5Tbt+whF59AK6Jvfuw8/NPfuoPJx/8OfKxLBYtF0SLT8bJGDEoBQIs7w7OXDpplDw85uU21T07EBkPWh8vSfIPRSzx60qLL0jpKhMYSodr+4ZdcAwAAjz3P93sAKCZCSH7U52oFaLPEo80T53bhwWevwMNnXbmeyl70HXdZMQbX6aMWd4ajTQknlrY85HvOvn6JwwRWJEqEZpt2X6UybnW4rDhR3+AbK6R52a/6nWqJ0Ch7faszOOXRxXX7aPybPhlONt0GZHWGRGItEXxYlgiB8/xmwdXfnPlxWjnQ78B5MbNQ2BQff8gFFM2gT+cZM9Dlnmv4WftFFvyXLqeJvu7XenPCBzZVpA2CbzknKkDqbPDMC54l5DS8McIeFuq6cg2KdH7NTvV7p3Zn8DXs9Pe5K0dwYU8H7Wsvvw96hekgq2e0KCDozsDOhHV8PHTmx7w3O9lS4Vns9HxwerXMaB9vSfPJekbmS/+bF/HlZb8rsIRfK1AReq5//RdvhHNXjpp0Yr9dJ5hToPx5V2ew20vfYJarm0Mt8cgJSb7nyA5GAwNyvGtdupYIpVKNtUlqYEXL/cF/unXNiaWOidAuxKeAlVSLRQHX7riBFUMueHnK4E+fW7JsUwLcfuoCfOS+Z+Gf/6WvAoBqgIBd2gqo3kVo8I7f+2rjV5o0A/NFEVYSMYeWi6Je1pOrY3a9ocotb9R0kha3xGiMJUKoDfG6MzTvAB333B9XvqacLTW/GhwVwQFMygwwh7ZE8C3x+Kd/4iONonDFWiLYFoVc9kZWaylb06WqxtVwL+DOYKXWItvSflWjv2v9jf3hz78Gnrt8CI8HlAhHTTDG9u9ATxiZJR7ta3yxLqqy2m2kq9jzZu+Fc2fwvZejdQnX7ixhtVl7g3pTJVaMj/6uJyaCsappvw/MRik4ucRjKCdJ13LJ6ctqy9SV2+8BpMdECCl7q/LQv5WzXzHn+9rlLdMhiCVCKtbqDB2ux9eEtNbOoI1EhNcmO12FM67Sc6wZoYheh81/9Rl6KUWFzqPDXF8nynZugTJyWkDubzYmgqcsRjtp9nNBNfVh1//R3lIWCzuwotGsMvfEJ9Hcgy5n7DWUd93+FJy5sA/XIIHcWCIUjvCBy0kzW21KZ234Lo0mzU8H49EDE9/suf7Frdfete2ms1y+OqZA9TKFb+qMvkcSNKUtySdqM8vr/iBVIthbO81aIcOszoDv4ezlQ7hcCxSl8ne4vnpiZhH95c/Zua6bwIq24OnERGDkcc61ows+KySftQeGs0Twpus8czdyPoC9wkkMXDT8GN9wgCqGyXqj0Ptvz/Ou0xfhW177MbjExBJqyoTSWRQFskTgAysOEcQqFLjR9k2utqVS8IG7n4HXfezh5tjRprRm9yrLNAVcK8UJreugEqHaLhct3xuzbydQ922ZwV1G1C4z/5uejy0RWldDCbQh9uoMKC/OEkH5A/H50m/rPLQlQjjOFdkmrP6iY+Rcs7P0Wl3ocgDwFqRYFtN/u/nElQ3LPzqdsCWC20fTPGl9ot+uvietINYy8OMeC7zYCT/dWjYxETyWCKH4LrS+c8v7pbKyLBHCstThetNMAvkDKxK5TJc3UAavO4PeJtyWbjOwOwPXFjj1A+znrhV2AETZXp+QaomgiXVn4ORaq83xyL2h9vI4I0qEROxl/tKvp+aYPtoagD6u1zT9UKUOBXDSNEuiKd3ZQV3GwmpQFRl8hNaad/aFNMn4d0BgKRolAna/4DsGbhaOW03DZ3rnWx8dr2hRIoUBnf2MFdxNw8Tvb2PvaA3/+K23w9/65ZuaTuhgVTZ57iwLj2adrz+rjesH3UWQp5fomAilqtb4XhQFGuy5HQn3/LoOKOjMT1MXm+TM331M4Y2faXX/TkyEFklWuzO8+BqyHJOnjuqo1osW1xAAdzbad3++ehJTF3J2rquNnR+nFKR56p99rbxM2vbfVFim+WOCMRGcJf3ca90VHVTzDcUHVqzbwEjLBVwWszpD/Lf34LOX4fFze/D85cPW9AGq98TFRMB9hc+Srs9qEaFb4drFTalgtSmt/u9wtbFm97Q5f6hYdjsbeifKSjPlPnaYNpUkWx9H/TqXnmJ/1ue5acesqsf1jbrdOtqY949T19+RHVhRQcBLkw+syJz34LOX4c2feaK+poSdRRGcBaWDCN+3f/byIdxz5qKTf7M6QyCwooaLm0CtFXnLtHDZcHl0GvpcbonHo3VZxVjC19J2kQxnfTLNilgi6G/b585gW462y1DaTaIJrEj7S+XWJXMP9l/uADK9vVlZlggbnTJ77tG6bCaBfEtr0+dKuggW/U6pJQKOiRGLfm5cgHJcnrbBt1IobgU6WVf5oS0ROAtbbiLLafeIMmRbECVCIpYlQs/Bka7rn3fNDrz3H/05+LrrvqA55hXGS31tP5NbT3/vwC2f11ynhW4keChFAxAqb+PgtUSI3EfLUZ3nP1MLKngG29Ym8gKgud5t/EwHxHc4vtezKOyG2HFnQOfGCJbURDO2cddBEM9eOWxMgw9XGzSbxQdW9M0srEvlKBE6KdvIRdQSoSh41wHa4eD8uzbedOZng94bzlMBWqmkQz647EpVMy0vrf0+q/3h60+d32+u59O1zz9YbaAsQ0oEW/A26Zn64CxDSfKmg8jgdxw4lgpdEssoBf1WJW6Ml34lci0R7HxCeVjPW5/rmdVnLRHIOy8VvxRvOGirW5Y2dNp6dQYziIu/Nizwm2PWEo9HyJ3BEr75jPssAxlUujOWPOtSNeXQft2Ha2KJoGOpBNt68/sowhLBWDfE3wcnnGtovTX9uvveQmbz+D70sTh3Bl0Og67Th56YGE2AZLJqxiYw1d5mWaH5Sz/9Sfi377wblKrq+bJoUyLUbSBjbYj5H//vj8Nf+bkbnPzb3Bkw1J2h6sf5dsXKp962ffJYptO/udUZXvU7d8J3/Ocb4ewloxj0Ra132ixSiDWJiaDf4bOXeKUjtvSNc2eofmifffp+fDP89Fyl3LJ3kT3swIpaznPPW29KKBXANSfMMtgA/udsZvzb++Qr9Ttdko4+xrKQoq/BSzza9ZFv/+nEELZEwM859E2Hy1X3UZE3w1lMWL8V/aGvs6/fFkSJkAgXoT8F3Jhoc6wCAL72S77A0vY5s4ako+5osWNga70Lt2SVScIWupWqztFl08GhzSCLDto9RWMOxAqWIUWFLidWwPhMi/V+3JDjTok2xG5MhGrrXeKxjjWg91FT45AQZt+fKY+VVWTdfGG3UiJce2JplktbG3eGnUVlMRHqFP2WCElF8aYPYFtqKAW1EsHNv3kfTIfften2uTMocn+Va0B3dwbLYkdVbgY3vuovwhv+zsuj0ryC3A0wvtngg9WmUfqx5oHoN529xsI/xgkwGjABpeTsW1fEnYFbLx6AH0T3iWthp03+Vub9mn38tZwyR5G/zXH7Wi6goVJ8MKpw2+IKV23PRF9zcrmw2tcYwYkOIkLpA1TtsRacDzw+8b7AwF0CncVcywZ5rS0R9PH1poR1qeDaE0b8WtSdZWgAa90Xul/HuqbU/XLkDSEaU27mFmm9pbKyddy+0i4f08bgQMM+uHbMWCKE3RlorJdQrKfU1aEOVlWft8wUE+HSgTujr0A19Z1TjNE6QC0RlrVCqe3b5+oaBx7w6XO51Rned/fTABC2fuL60Spt+7wVWa5Rp+lTFGLL0dD4UmejB+onmiUebTZMXTJp2HIGPaPLwBFbATcxEZj+SiuVrq3jWDVjBXLPNHBlzLve9cgUNK0Ymr7BcmdAxz3KNapUwlZ1+Ho6uRNfrvp6nyUC/Ztr75SCWx8/D89dOmiu8Mph3XQds0WUCIlgsztfZQ2bn2MhSP8gfwPz0ZKK2zuwImn0fKwDkbmbgQQalCtAg3UoHGEjZhaO+5ZDt6k8v+l1ulx4kEAbAg23JBx+93R2O351hjqtAgdWtF0sAOyGJtTIY0HfL8T5ubBfBcu79sSiESAPVqU1m+UoKEiZcL6rjWvC3KUDpdecwEoE0DER/Cb4dPUMXJ423nnbU/A1P/yBRvB33BnIoA4LPV0E9yZdFPdEQdUenFguGqGmbdzTrCXtUfjQZ3qwLmt3BmNBETPAxIKjb4ZCsyF5h7/jbm0Zh1naS5ej/k4CyjDTtuaJieDEkCH50N92udB7IBYIoW8RoHr/NC+lgFcihMpfb7nZIh/NbNPOopohC8zeUaiiPJQ+QL06g1Z8HvGBFX3L4aUsW0kJ3QruL3HbrL/NdamaMuG11wuonnfIAgA/w9CgTB9aLtrcGdyj2G3MPR/n4a4Agq/wKecB7MFN0x/GLPHICO+NEmHNJArud6/qviwUfJOVP8jfZ5HLzd5RFcxuZxlenUGnkaJYa65VVR05uVzCulZEYehAmvZZi0WVv93+cfnHlQ0r/PS5OC6JRq+aYq8Iw+PrVzXavJ+6Nfi+8Xh3huqYcWcIWyK0yadKMW1yYnPznjvOwK9/+onmb6MUd8/V714rJfWEluvLz29Dr9ooEUhfFnEtxSz/i5QIzA3RPVR2KJWxFrHdlHSa8WWy0+Vvxm1fmxpq7f/rv/Rp+PbX3YAmz3AbjSy3stpcTo8oERKxl/njz+E+9CuHa/jNm550ZlIAjFUBdQOw07Qb9yKToFvl5T8W8ofVfy7Q7EWpezswJvvU11vjDWTC7A53Av5r8XX63VnuDNa5OB3dsaDrmfdDz7u4v4Irh2unoablWyJLBFBuTIQ230WaXqnoNd5LLC7uVZYILzqxbN7H4XoDOuBepUTglCRuGTRNZ0uCgaZArzHuDHqwXrAB8OhAy7ZSiOPfvfc+2DvawAv1KhNUQPOZ6CvouzqDSa+yRLCVXm13QGffaXlpXdQBNJeLoqnbPncGq5zKpIWXawJgFBjEAiDYgWbsW8262rou2uVoysfco4nx0q9AXh/LCEUq60bWIuzgax1LBPAoEWKE65SYCHXaJ5dFE3OjKkf4OlzW0Ew/tSzT1lM//r774BU/e71zjtedoccKDkElB8pug+qeHuisN0ah4MREaHm4+LGE3Bl0Om2z+9wxs5Qucz7pX/RfnIWA3Sf7v7lGGRmxxCOnlNZ1+tBjiaIf05p8/7F1zHcPn3vyheb33tHGWSqXT5ffxqDAtryhA2caJ4Fa4OhJi43CE1D+Mr7r9jPwz37r9mB59FbX+QPP0pMAABuPpUj1t7L2+/orqjjhFEFYh4MDE8eYqht3Bm2J4OlHW14ctbgFSJeB/uFbbrPqdNOOMcnounANtUTwlIEOgkN98hWfEqHeptRhXS5/TAS3HcF/b9BxLnZLF+Wclb73Zvh6wI07nr106NRn+jvHmG1OiBIhEWug7/n4uEr8kfuehX/9jrvg8XoZtiqtatsoEwKaU2rm3gRW7Ch5WxUcpbF3tIY3fPJRFNXYL6xoLF9bhe+LfH7K/tv3MXH5BJUIllUF39gBmHLhmUZb4FDwe3eeaaLj633N9YwCqen46vO+/zc/Bz/8zru9DVrjArIwQqMCt1G0B8beW7c6Nt87DfHCnnFn0PkcrspmELtY2IqgJn3S+GPhKWX22Qe9pPHVLXFMBL4sVRn0s+XLHEIPIs1Mhy2gbUh/3ozxFIpt0eG7xIoPpdx2odUSwaNEoMKZ5qCOfVFEBFa0yxmKieCea+0P3EPOvpX6kOp7oTPQ9jdTYZSi/UrkUyBySi8KGxPBI8RyfYWpk+YcbvYm3Lb4y+K/pjrDxERw0/Bey1gP+dIHqOreiaWxoLr36UtOXiuPsoDGxkiB3gsWijnLPdsSoTTmx0iJoPvKLu4MrmVKtaVWQk66zL5YSwQ8UKLtYPXbX2c44Rr3hz5Kkh+AefbW6gz4Gq000O4kWjEWeP+8ubrNqfNGjts7qtrRZWtgRcVuY9ABq3XwPKocowN4Wu8XTUyE0vj8B8oIAHDXUxcDBTLn62uoJQJWZIR0dqb+2N8/7kO13z+Ge4f4+VtB0COURo0lgmeFEmPdxn0bWAYJK866cBhwZ9B1QSuYmsfuaRdo3xAqmnZRcR4f847a0BZ1VkwERs51ZQi9Vc3f3DLM68YCIw0j63vKTRKkK04BEHcq5jqrTepZF+aGKBESsYPr8edwAlMTWAn72IM9SCjAnzYVQIseM54A/sH89Q89Dz/+vvvgvmcu1eXFAicVwKu/8eoMpVLovmp3BtTgWMELfTN1zO7o+3SeGxI6F3RQpqzzf/PmJ+H7f/M2+I2bn+TdGRgFEhXwz+8ewfO7R+ysCb4Py51BucvKcQNj9nZRA6uY/W3o2fZrdhZGGFhvYFNWz6kA3xKP9kAEz0hTP9Qs7gxL47PfWCIw1jiKPD+f20UIOtg6JAKaz4xXQT9TeOoLaryd4r51PbBwBxV2eTUHq7IOrMjPUgdXRKkT2yFh1akA7iz3GSh/zs7VWeKxERT4Ngz/zuXO4Ju9sQO4eq5l3JnarJs0eHUG7Lus37EtfMcL17Ts/DXV9sRyYZUj5t1y1kPOOajoug+8lkQOjwqs2OPl0kuxTMB9P3p1Bv1btyd65hCnwfZ9TL6hgMfU1cj3zngrHP81PpmBG/SF+iJu9nGZEBMBt0u638SztpZbYlOH9bX1/mDbxu3038Nu7c6wKMLLy9HvOKUGKlW7M+jgx477AlV026mbwIp49QEmH/TbF0+kOs981/qag9UGfvVTj8H9tex45sI+Kk/pXIvvDefNTaRwwSS5d4gfv+3O4N5DWSr4iffdB6dfqMrZWCLoPs0j87BWOuR7oKf07UtC7gz63euYCNwEFhc0PEaJoAMrUlmABpWOQX+LWpaj5TIyNd+e4f6Bi4nAWUTF0Nbv0L3cyhRYgaaY9Hy/twFRIiTCmbRTuN2cIG+UB/bfXBq+D6Rr40QbPY1uSKnfGZeX/tNdnaHaX+h9qMGxBZF44SZ4n4r92eSpWTYzu0ZQwnlVQVGqLfduF4wCCTdwOnBRWSpnBtRJq7CFCRo5PdUSYVMVoNkfWy306gyVJUJ1lV7iUZtnKnC1tJYQCYoVpGM6KR9Y2wxgB540rhZ2frhctAwp5WgGW/U3cEhu3qdMA9Vv6dWm86nLbtwZSD4eGksEz2w73X+I3Bm4wIq+7EplYmS4MRE8eUfUhZx9a2OJ0ORb/aCWCNy3xQXs7IJzOaNI8b1TzgIMBw196NnLznFzLVqdAVlMcTNsoVs0ykB0vv906xq6OkPMo/SZMXPnAJj3hAN14TIA+AdC/WIi2Nf6oo3jPgK7M2ihH8dEOLFcgFLhe8f5rjZ+xY6xVmyxRGDy8s3C0vM5lxh83DeAcY9V20VMTASyxeXFg2ir70SKHADTvvksVPC5dt6KnGN+7x9V7eiiKKyJICcNR2aIr4Oq7lu04okqtttWbNCTFmXprgSFsb8df/lw367vY3+1gVe/51749p+vVpbAVrfW9+bIkcreT54TAK8M5L5hbH3gU+5pnrt8CK//5KOwV8dTWTdtl7YmtAm5M1htOriTLn2WlAUwfTv3zg4dSwSun3F/x1gRtMdEiL8vLiYCF4PJN87QK5ApBbBkYyK09x8cOl9vYEVP+4V349WB2iypt0yHIEqEVPBA0lcZOHM4TpZx3Rl4X6Hqel4ozhNYEX2IWthuhB6/sNIIANag3L4fBbjR8gsireUN3GdIKLeFTjoo44VibuYdgET7ZQWnav+6LL0djv4LC03YDJ5bnifoyoE6XHtwEPdsX9jVgRWXyLfRDC6LOiZCyJ2BDvipkNSl/yyVsp43XnqscmfAlgjus9JltjrPSNUKnbF1YyJ4BDCFVmfo5M5gC7w08Grbc2wCK3q+AXr9PnJn4AIrejXzypynhXifooO6YYWeS86+lcZE8PlCW517vc23OgP/7XOWCPtHG3jN793bCCOc0KHPvffpS/A///Qn4WP3P2elq9mUxvQXt1OceXvoFo1w5fdnpuj89MDeF6eDI8ZfHSej3xNdnx73v76ga71WZyD3gp8rZyGw3ihYrVVz/LCJiWDErxPLBTv4AOBnto4C7gymHtvXO+ky+0xMBO4orpPud2P3w/xvWl6jjAzXxd3DtZFFmDpguzO48gy1REqPieA/Z/dw3azOEI6JQPrFBI8aBZWFZ+POQFzsqFKBskBKYuPzz+Vj8H07AHafoh/lhdo1Uisf9g7Nd4nlIJqvT7miWr5jLq4J1puF5GnfPgD/Eo/rjV0+DK3vtHr1VUivGncGlyawoo6JULrl5H5z7QplryUmQspd6TSswIpMW+D71vQkJYAJtM0Fm00dE6VYy1nlRPu0O9HSMz60xwk5JZ3pESVCItxAksJ1UPy5BfrXNr/yWRzQwWnX+mhdhyt4na7uCFaWUEQTsctdqrqza5Qj1Tm28OwKx5SUBp+m4+ugAExHis2VuWtxx4jhGghcrk1ZDeTL0n1f9EIc9EoB9vFyy/3v3nsfvPrd97gFAtzAUsVQHBc8lgibEowlAqNUoYMcTpA2zzC9km42xmQNoFoyDsD4e+ugjzp/XBb8u4sGWN+L/gac1RlKxaaly5WSl3V9vd00dQTqrV8xcf8zl+AXPvYwAOCYCG65qv32gf3aBG9RQFpgRTDtky6bUfLY51KBMPRc+sYgwFD/VZ9vPld3+izTifG9BzvP6o/bnnwBfuWGx+C2Uy9U5eeCGZLyaJ9lumTUpkTWX01ZFK9ECNwiHgSjK/wXgLnnk/W3e4TM+Nswz8d/LqcUpv7gOC+fO4O9ukHae6a3gmMicN9PqVRjzbRBMRFwYMXKnQzYx9uYjqNbwZYIPsuoZdNueGDumzMT5k5PskRw0sHHqt87i0XAvVHB1/7IB5v4PTjtHVLPaIaN0qCJkVLX6cAI3te2Y3BZ91ebapWblpgItG9vtbwgfVdRGOUcrfMHa3dlBEwTWLFU3tUHqp3mJw1kyJ2GYyLoeq3LaC+ryd/XmQv7zsx502aha7pYIrStzuBVInjigjR9CadE8LhomGvZrLzQttrXtwMELBFwP8OUxTdot/O1+0+TRnt/TjFKBDSGsm5I1wP+WVYybkXI/TL1WbdZBtG9nJJLy1Inlliu52WpnkYps0OUCIlYlgiecyyfPEYrCADwFV/0YnuwDbY/lyuA2h8IDV6Xik8sDEUxdrWR1d94Rlgp7MtdnYOj2FuCiO+jZXYHzTzB/4Hiv7UCFJsr+7TKXNm4wJdUcCpLVfvt8+9d1elU7gzmnTqrM5DsH0Tmy/b9mffkUwyFuFDHRMCNnzZzN6szKKYTQVkpZUfcJXW+S6O52pSWxlp37FpRU9RBH3E+9PeGvN/Ycuw0SgSfJQLfySlQVvuQStO5N5YItpKR+y7ed+fT8NoPPgBKqUbp4Te/s/fv1f6Oy6KA5ZLplD3PS1u94HXRsZLHOpdaUPFJeu+vK9SH1LgzhN8lgKvQ64qvveQEOsdnm6nTtDw+U1P9jQDYAzxeieC/yUaYT1DEGb9XHQAuXtiMWckBl8U3XrMDK/osEcz+VNcG+sywspPrLzelamYSV8idAcdy0AOvWEsEO1aRfb6+tbYAodzencA1eM+GaVd99STkgql/F4W/jtD9+M8lY4lgp6+/e2WVO6TU4t0ZyDmoULuHm8pNAPVJLM03aW99edOApgUEYiK0WCKYmAjKu/oAgL+OUfA90Md17Y6rUOasmS4frOBb/tPH4VxtDUnrua9f13CKINwm4Ak/dmLP88h8lghcQD2NXd/9fXAbB6sNnL18CH/oxSet/c27YNI5IoFa8SoGXP7UKjBkHeiTHWIVYRh2iUemzXAUMMw3cYKZtODuOwZ9tt+dgf8b7z9olAgLo/Rl2jkAqjg5/ogSIREcR8xXF7iZELzv//2nvhQ++i++xdFaB90ZyAeCB+adwI0Ko81blW4gSN/gCQvdSikrgCHWHir0Gw+iKb0sETyCe5Wn7TZSKrv5NIM1dzUCAD6oJm2oN6qOi6A7QtJRaSWLHpzrnU2ZPEonXwOHy4HPiDWn1yaIWHFyuK5XZ6hnVirLCn+nqID4H5I62kXRtSqVpbHG7gw6JoJ+Zj4/fvp+Y7+WZasSgSrh9P2i2b+6IPtHG/i/P/SAE/iKozG9R4I1gL2EKkW//6NN6fj9rjcl/PSHH4RLByvrXI02A18s+CUevZ2xAkvJBBCavQFrf05rgxDUjN4fWNH6CwCGi4nQCF7MM6YBKPnAinaCOnI2LeW6aojra0waO5wSIVB+OgBrOx/A3M/Jxuw63p2h9Lwj+xzzm5v1VUpZ7UFMTARuffuYcmpwUFk2PosCO7BiM3NIYiJAvJItJiZCmyUC904adwZuIG3JDGg/2QJUfcgPvfNuOL975J3JqxOtler+JR7d5YXd+njoc2cgkyHU0pKDV+Tw7RpA1Y4apWrIEkGxW8w+qou0XyuKgl3aDsANrKhprNkWtXxSIosk5hHgXSF3Bg03EaMHs7gOcW3I7uGGdUPhFM5ck8C9Q/z0u7oz+GIiaEVITEwEX9vfxhs/9Rh8+8/fAF9IlAga7jk0qzPs2N+uVSbrk7MfcKhsNEAxJaWH1G3GCRTDhlOWh741rTjiVmfg7juqXE2/zB/3tV9cYMVrdhbs0ubUqmibECVCIjGBFXGl1407Fi7oDKP+FYomawL12R1QjgqJkzADEHsbyqsAPZNQzxLX+5u1r1GbpcsdNF+M3ukeoqfhMpuYCGZQ5ptx4RoU7t3b2nbVdNTc7EyVdqUw0LEGdH4FVA2jb8bWqyVtjrvacMrH7n8O/o//erN1z9qdASs+jjaVEmFZLc/QDNwxVLPNBTFKCapGWW9KSzjXPnCbUg9gC2fADmA37GUJlql3bDnMsmHVBVRAo88D98nUxeLWJ87Dz3/0Ybjj1MXWfOkgc0HaCa4j198rNm/Vdff37nwafvYjD8GDz15hr9+rO76iQOaB1nvly6ktEYrC+AB7Z2+aQXF7B9930I5plntqvsO6PNRSgnmPdKWUrvgCXHLCsTa35paga64j5dGWJDGWCNUgx+3uQ4+ce2Ztr4jOFPlWDOFQpMx8mcwxbtZ3tVGWr7TXnQGd0xaUjkLHVtgSgXOTKEsTWHG1KZtZ4xdZSoSiUc75sGeJ/cp9XYTQig++/SF3Bm7Wz8of7Xv/XU/Dmz7zBPz4e+9zZxZJG1OACcLMEVL8NX3W2v1eqmurLbVECMEqEeg5qEx7R5t6dYZQWMU4JQKO72EraqpzOWUvgL8O6+9wWStpsDKRexJUUcXKR0SJQ9u5RomAzuMU/b5JKTO4RddHNsa+wIqcPOdXIui+zG1XvdeR+wtNuoQ4f+UIzu8eWbP1VjbMW6NLxnJLUdrfjE7L3nJgRahJK74/wDRWar64ASRPUwazgwa/5I6lyhF0ooHiU2rg3Vr5t7MwlghcP9+lfHNHlAiJxARWxJXkkAl2ZgIq2lusVvAN2szglD8vFnyV3enWH1Td6oaWktJ/6SB3lb5AWUoShfNSRkNbacY9ZWPuKWyJwLREzDHdqeCZRrYRKxXboHDvng5ay1K7FoQbNB1rQKelXRzooEvjM7nF+VgxEZjTbzt1AT7+wFmrQ9buDHjgUf1tBomV8GGnVZLBud1h07qaXkfXJCbCCSuwon+JRyro0lmrd972FPyr370rmHebJUJVz+2/9dYsH1qXgShUQuj3pweQjVtQYEZR39/hyo0OvHdElR/2tZY7g1YiBJZ0NeUExxqE69QB3LoQVAZm7FvpDDiN0t6Uj8kzV0wEenXzCBiBImS94xO6G0sEktEGtQXm/nyWCO3tqqVIbpnn0fl1sUSIia5t96Pu/RysNySwIp8YrgepSgR6L84KJaSuYXeGDVIo4MCKJ3d0YEU3P05hHXJn0Oe3LM7Avkluho873+qflHtcv//LByv/YBGMvLBY+Jd4DF2vn7E9o+1eq+WZmHaYG3By39iJZQEndxawe7QGapnF34e95e5Xt8k6D1OASmZaeN6Pz5pG95v6+a7LcEwEKkOwrh2k/VLKVohdS3zzAex+Ba8yw6VLZd3qWFxbjB8//iw5ec7XJnFuX1Ua9bbVEoFROkWWX8sssab1ACbI5jVklRqunwFACn0kf3rLQ86l53tdpZSCGx953rZeqn/vtKzOQJO0lEn1S+BiIhjZ2X8/vrLStEJw8eh0QOQTOwV7Hz7Xkm1AlAiJWLPRHoHKElBWuvMyxxszZTLTGAoEQ7XX3DIuKdCOnOazaiwRAlGgkbCi3ROUQvehFQvKlFXnu7NYJDWUoe/bbsDpczO/aaC6UvGNoAJ+P/d+uEErNvGjMqxS2J3BlLmy5vAvc+V3ZzD1IqBLqfP2C6NY8QEA9VJQxpokZFJKTaW7+qZhjjZl42cPQGMiVA+xUQZ5FF3UnaFUCj79yDn40D3PBPPWHZQWTKkSgcafMO4M7uoMoVknilnDvNoa9xv33sw11b59Zp1i+s6UUs4Mms6nmeGK6Ox0/V4UJiaCbwbTsZwKDVq9R9KhkbT190OVcVyU+T7BMTHu4Mf9Lmj5NqQOcOlodusBB+evSiNVlwqauBf2yaHy67LwAiSHzk8rlbBbSWXK73cdiPlWsICov49v/H/8N82+w1Vplddn7ba2+ug0dwYTVLT6+wQxiaCBZbHiYF2qJj+8xOPJnWX1bLn+qN5lrPgKyxLBpxhrLBE8L5l7zCdCA0y00zZPd4XqP1Df2+7ROjig0vJCkiUCoyzHpvecDzWNORKCL4fb/y2KAv7AySXs15YIbasz6BRCEwx7nqXiSlWtztDILiXAB+95Br7vNz4HAH5FmG6Xl3U/XpZtMRHsv7nJC0veUlXZ/sBJrERYNsc0UZYIZAbXZ8kQC1bocO2AT6b0ueZpRZTe/bZbT8G3/ez1oKjspbhA1HFlVsqe/HjNK7+2NZ0jxj2KnquY/bQ+clA3O5qW79LfuOlJ+JtvuAned5eRtfDyv6Ysbl8YkuG1mzWnCPO5Arfhq4/0OC0nPv9ABxWt3dKq6/C9Aft7GxAlQiJtJlIAduXSQhM7g+K1SOCE8WprtFyuQJqCT7NoOl1Xc+9brhAAGvP86hRbOWI+KtNA4Jl4CveRBRsGqwH3HmIHZZy2m+7XcMsYWo1YLShvSsX6RenyFIWOF2HS0AM5X4PmVSIgNxefDxZNg3uWGzLA3F9tmtl+TtliFUfRNZntc3JaImxKVc3KFMb/dOO577Iklgiq6oTafD2pJYKzOoPirT4UuCbEvlUBOKjigSobubGATha7M/isWUplK4P2V+smn0UdJNH21/eUs/7OsTXICU9gRVoXgp9x31E7QrdftA66AxIXbunQLvheOSeEUYsVHIjMN7jWlghcPo07B0oDK8C5srjl131Be53QUHeGxhKvVPCLH38YXvm6T/nz0/ceUiJY/Wi1/a3v+TONsH243ljv2GfB1ccSQddp7cJDZy5pO7tRqhH01xvlmB8DmMCkQWW5ViIsi7SYCN566B4IWSIAmDbJqp/E1RLAWCLsHm6cSkYF6gKKZjloDp8sVJWj+sPntuJYIkV802z0fVqGslIivPjkThVYUam6DfVrEagSn3vXtjsD+u5Au52ZMt7y2Hn4YK0Q9ynCcB0tVXVd0M2F7OP6SipnlMpWiDVLDZK+mOJOSun9yjmeOrsMYFuOpsiUPkXahtTzH/ydO+G+py/B6Rf2bXmg+ccQ27fpyaBNqeDb/sQXw//n5V/Wmg6NicCdW5J3Vm1ReX3lIf0STdenoHzs+V0AqFbf0Oj6cBLJddbteL4LLsbJDmeJ0CJjXTpYNUuaY3yygQ+j7DAcHKHAiszxkrvRLUGUCInYqzPwlQE3eIdMYEW6GkPRDLr9rhJUkAx1RDHYgqz7IWohdBXIQF9WzawD/NInHoG33Pyk466BNYz6mp3lItoHCefF34tfyOXcGRrzcMW/wWqQ5B6xNNvNoMgsaakHrVZgRapEwEKTgkaL3bgzkFksTZslghMTgT3Xvoamj7O4crhuZppLpZxOnHZQdnAx24S5y1hsXdoxEayyqMp0lBOGqEKMPpNNqbzB1jRNZHntzrChSgT+WeO6oJpz44VXOvNLY6ewlgj1vn3GnYGbocT79Ey2fo7Logi6L2n091GHzAAAMxvrG9DEmE7m6lqVcleq4AbEeD8uW67VGXwRre26Y78rY1qJz9FltdPXps9cK0YDYinlW50hVH6db7vQqNFlbNwZUEyEMxcP4JlLB63XhgRufAgrsD7/RScAoFKmWTOYntEHjjnR1Z1BP88TxMJjTWYsbUuEklci7BReCzj6/ncWi/DqDI0SMuzPwD3mEy1LPGrFRJslgq6/e0drZmbRvlYr1b2TClTxxwyO/DER7O8+SpnL3Tv5e1NW7/9FJ5ewv1pXlgjIMou9D9IWcd8StkSgFkDaglGncbQpYV1Wkwf+mAjV+VXgyipeSDAmAtm7YtLFZ5R1X4AtEfRSg/g9c7FCfApd006290WhsrW5M/jqAn4+v/SJR+Cj9z9rlUGn9U1/9A8BAMCnHz3nyCCOJUJkE4Pr6wIF0sRpaxdUDdee6HPZ37pMpG9my8ModOj756ATIQBIAeBzZ+AKS/LQ45ImACwzdvHVlf/9jTfDn3rNh9lA2bQsGK9lBNqt5a+Teqlechu2xQWbzbFFlAiJLJmBJAVXmI/e/xzsHa3ZwIp0ZhxbRTrCOPlAOG1YCo0CoLDTcDtdfwCn5uMq7PWR6QyqmZU312JzfgorwITMoBmhnDtmAiuafNgAeYr3ScNCONY2NlpRpRptvxEgmftApvhK6edf+YX6GvbQutbVvZDVGZjH5RtIVeW0Z+2vHK4rH8zCzGBwaVX3RC0R7I6ny4zuamOvzrAoqm9PKzsWKKifr4F236+CdanIuvcuxhKhOo/O8jidrjKbwpxUlaG0t0HI86LuN+w7rdPVPrGVhY+dTnNuff8a7M4AUClIYwIrasUXtkSIdWcI0UXZxGErQsiWKhGYwVA+SwS+vbTqK7FUaVaRIPW22trpXzn0WyKsmnpnylIUtmCNywRg+1VbpusbfoDGoe/NLPFolBll6ff1xdeGmjr87PAg+Zp69vNwvYH1RjX36dMXWor+ju4MjfLNiYlgl7VESi3s0nEtXZ1B+WIi2OktiTuDr55qWd33zrjBw5IRzpvzQbG+yE2/ic7VcsPu4YadxcfX6nrpK6fjloXTqv848jwPZ3WGiG+aq6NcW7ooAF58cllbIkDtzuDXIjj1gqmb2BLBagPAxJ6qrjXWLasNr0TA5VkuqlWWNgrHRODu0/6bWwGBKoGUAnjRyZ1mH7c6AzdY5J4pJ4995tFz8PRFv/LRR5s7g68qYEuEX7vxcfi9O58GADdY71e89MUAAHDTo+dpyt5+sI2mPq/LatUk0rY88Oxl+IYf+zDcdfpis69RIlBLBGtyDfeJRnbFWwp20/BbNfiurba2zFxt/Us82uXiyq77dm6VkrYlgm978gIAAPzmTU+w6ce6M5hyun3nCeTOYKVnyaWZBJ2ZIEqERKyPOqLT+6kPPwg/8b77rIrjBFYEvXXN5c3f9VZ3RCmDEwZ9VQFEc68HmnrmJDDjocEackC/9R4sBOu8dhaFf3UGrnOL1OS64zv03JvAimZQxn3PikkHgK7OUJdLmVl47cqwKY3ZOHcvdEZBz2Dr4JTVfvua1pgIZNadq5zUyoSmg+vc/tGmGai3+fiVShFXD2jKxN1LDOuytDqbxaJoBrnNLDgbWNHu7Gje63r2JvTd6Pe88lgiYCURAJmJQ8EocdmiAnrpAaS2RKj3B2Mi1Lu0JvzaE0snnaacCqwAV80Sj3X6O4siKrCinn1aFKZseAlO7p6aWWY2RV2+PJ0rZ+rtj4ngXm+W1OxXHvrKucEWfVemvrixaOiz3WsCK7rl1O13IygqsHyqaZkeeOYyfO2PfBAeOatX8vDfRwj9XWnzfBwTQSsSfHAKFCd9ph8FMMHcDlYlbJRqLCGGsETQ72pB6j5NG5va69+rjRn8YaFf+9Jyd06DZJ5YUiWCfb5RQqZbIuwE6r5SvBkxZ0GivzMddNAuH05Tr2rgjwfkW+WkSospJ7jHUywRdP/iy1Ofs9CWCEebxr0hLiaC3lZ9/7tuf6oZhOyiwIp28GLVrOCk7wNbt3CBFbFlhFGqIXcGrozkRjmrPev5l1X9/ANIIdYsNYjlygjFjFJ8X/49b/osvPGGx5jScjdgftqWo+35a7BLD5YV6DLB+vo7T19wJnBoyrExHcqmnyqbwMXU0gkA4J4zRomg25OTRIlgf2fMfuUes8rsUwIxsg8AwMte9V74R2+5rc7DbYOMqxv/Xnz9HP4OdHvOTVpwQSAxX3fdFwAAwCcePGvt16fHxmgrmee23ygRClbpb9XrDq45c0aUCIlwfvEU2umdu3JkWyIQ94XGbBm1FT7BgPrVtc1Qt6HN3GjZuU7Xud/6z6Kwy04HP82AGkyjs1z4hQZub0h751H4Vdehx6PbLl2u3/3caatB0dfSAbVmwbz7sjS++9XqDMryxfc9M2wNAWBcQja0ha/xdULNoEO5/v/uufW7ZQSD9cYecK82ZS2EFLWig09L58VbIujWli16kNXajomgY0ZoZYllieDp4CrrDLv+NsJ84Ltpj4lAtfwmfd3xK/Re9LE29Bn629P1LRASoUn/ECkR6Ky2Kbey2otdbYmA3Bl88SXscprAilpIONl8A6Tekpn2oKm690gahyv/AJwOKrlvhn6bXfF8+mRWp9qawG+6nHwZMfr9cYfXxJ1DKT56vL70yfN7sCkVPPXCvpMnt9ykD30/7uoM1T2FnikeXLWlD2DfC7ZEKEvVKDGGiImgL9XKA2pybOq6m35liVAFjcXtm35eYVcO03fiGWLXarHaNsowz5fF7TUzfFz+Jk37ubon62ewd7hx+2RS/3Xf57tzviz+dpVzz6Rb3/nV3+475e5hqWMiHK3rWANhxQ0tc6kq3/F//Nbb4SP3PQcAZtldANcSAQo8+WAGj6u13xKhWZGqlreqSQ9/h0J3tbn+aesZ7M7ARs5n+ui2d6EPH6w21nMJlgf9xpa9XF6+QaM1yC1VExybWgPrb+BwXToyKKcgicHIaCaGzQ6zlu2KtF8nlwtGQWzLPvQ3DgjNwVn0Ueil777jjJUH51KClR2WogNPxiDsvqj6HYqJ4HvWegUFn0uj9x4ddwb3fGyJwKXDPf9tIUqJUBTFtxZF8UBRFA8XRfEq5vj/tyiKO+v/byyK4uvzF3UeWOY5nnNoJfriL7iWCD/2VlMENKe+ZfNa2ngvJsK0vbRSs66yXp3BavxJw6jLDfb6yEYpYgsk2DxquShaZ9ftfYF7wb8dwd3sMO4M1fatt5yCGx5+3k1P8R0M58qiwDatarTXno5SAZBZdBMTAStWaPYbjwm+US7R+2bObQbQTIdKlBDr0pg/62UruXx13tzqDCmm7JQVtUQodJ2pZ4qADwJGBUiqjdf1OeTSoIX7o3UJDz57uTGDw3n4FFcF2JHGOR93H1gxpdOqtqHZwWpfY4mAfPLcwIpk8LSy3RmWS9s6yPfN6QFhgWa6jI8iXz6fqaJ9buBgAligpnXQsURg8g+5j6TgDk7cb7WpH0090Vt34E7fp57h5srZuDOg9qSy5uHLqK0auCWJbVPk8EPR1+n2wHJnUPzSuTSfUFtvWSKge9GWCIfrytLopA7u5knMWp0hsGJEqAw+dwba/u0jP/d1WcLhqoSTOwurv9e+tPyg2M6XDip81j+tgRWZ/b7I9ADVu2/6OmZQyAn7R5vS7ZtI36GD5CrFt3H88nz1Meb9WrOTyi4Pd1/UZB/P1nNlrs6p2r8XodUZFjhIDAPt20ulGpcyXQf3DvnAirUXZFPnS2Vi+6zKkq3DljtDwSzxyHzL9PFw7gzcgBkHVuRmlLkYGpwe35qxRd8RN/HBYcXAarVE4NPYQfF91mhCiCp6cdBBZ1KBpB0rA+m6vtqUTfvALc2Ln8fRumpPfFZmALSfs/shX9F8chXXf7nXVltrTNMoAFqWePSkBYBiIjCWj20uS3sepXuoLQmdb7szoP66ua769eylA7jxkXPe9I47rUqEoiiWAPALAPBtAPA1APBdRVF8DTntMQD480qprwOA1wDA63MXdC60mUgBuJXxj3z+tda5zYdFlQjot6/i0o7IZ64Zy2JBO926EStdYdIdINTlLuxZ+ub2tMIbN0D1drnwrwvN7Y+ZobFzcMtM3Rl8lIovA2eJoJTxI93UQnKlGLAbalxWbFasVNUY6WCLRuFiX0cHP0+e24Nv/ZlPwvOXD6u8S96fkN4XAG+JQN0h1puyEUI4ywzL1BKIOwMZDHBvbvdwbfl/UtYbe9lIbXmglS54FtwWPOwyUmG3CRgaEEr0+zzalPCXfvqTTaRhk4d9R/hd64G1PsNnFcDRfNP1uU3slIBvs05fd2LXWO4MNH07JoJ+BkskaFqzD4FOVSkF2IrbvywWqQuBx9A2QI0FC9Q6P99MJGtxVPiPcdz6+Hl42y2nnP1OPWm2bpu6IYEQOUsE7nVcPlix5WzcGVC/Uc348jOsOr6CnlGx2gJG0POhTcFpTAQ9QA5bGYSFQHqMjYmwqiLlX9O4M7T30dhyJQY6SKcBDOnyogeoPlarM2zgGiL0n/REhAcw70gX2YnB4OmXQ2bruHyYUFDRqq9zLRE4RXY49gUpQ4FlBeZ8dMGCyBR8VXHbsA1xMcHQvqCaredF46N1Cb/6qccqS70FwItOLGHvyKzOELZEMOlXW2Opo+uMb4nHKgAlWoq3JCt+MHUYu5sVhXHDMy4rtHztz0aXRaOVmC9GMRG4pfZilnh07rlpC/1xjLhgsRp7Us497muLdF+mVD0RwShkAYi1Lkqqzf0zhL5stTH964JVIpgEjzabWilJ0rLyx9+EnZevaNYsP6mLXB5W3vX5XDDyHY87g69exMZEMBYWPLpv88kA/sCKNro+4GLu47RJPfmvn3oc/sVv3+Hkty3stJ8C3wwADyulHgUAKIrirQDwSgC4V5+glLoRnf8ZALguZyHnBBac/TN19gEdEE5jdAi2uTJuK3yzC3hWH8BvrtmGTr76yJlOV1siBHykuVl+/FvfHx5AYJNMv4l+uHNx7qXeFgXXMZrfPgsQNw+POwO6TqH3gGdn9Gyvb83aaqBpD1TwPt91tIF74NnLcP8zl62y406TG5AZLbd97MUnl06cgNVGwbUnisZihD4Oqlyy3BkaAY+/FwCAr/2RD8JyUcAjP/EK51iVf2n5Gi8KU5ZKYONjBVD3hSV5JniGzIfu41Zrvs5VMw8GU2tUbYmA3BnIrEUQZZ/r+44wep+e7bxmZ9EoZ5zvS9n1SD+Lpv0hLka+ImshCVsxnfDERHDdOQLfcaa+lbdEqMvjCBAof2xbVYQVl5i33HwKbnzkefjfvslejst5fqgdpOVrTGabv13hivumLx+4PucA5hvHghUOzEbLpFd6OFzbygfnt5OTjf7mtODbuDOUJl6MD/rNsOmjz9ZyZ8CWCBujRPD1j7YlQjd3BrOqiX3cKKyqv/dJxP3DdQnX7CysSYMTLe4XVb61AE0y9MkKRlEd/2HhODgUBR7rL7IFCFt60fJihTB3Fa4Py0UB5cZv6QfAKzNCs5S0rFXbxqf5S594BH7qww8CAMCXfMG1sLNcwLqu10viGkqh1mlKIUVAqeU52/UF579AkzWlMjERVpuyWaces4NM3PWAGIBf1Yj7G8C3xKN7T7Ylgt3mAhBlvr4/JkMu1kap/O6HJ5a2bI1lQcuUnqknfncGY1W3LkunDtE+bc3IAyF5KYRJszRBizklAir7Ue3OQM/iBuh4P62PTllK/redluc+tEsV8w5O4sCK1rtrOjo7LayMqhNu2iErXoL/GwcwCrqUcUeoPHg3riNYHgRwLd22TYkQ487wpQCAp1lO1/t8/J8A8P4+hZozlhAWWRk3yhae6CoBRlvst3KgA7OUaMMcOBI5TkI3TivScAKAY36mZ2gL4BuLJiaC1tyB6fx3EmMihO4SK0RCWky6xCOlmUEq+YaGi4dRKiPUbZSJQE5nlfF94BnBUqnGxWFZ4NUZ7LxpOtSaQCsjzH2794eD9mC+9A++CEplmxprczo9sOSC9JnftiWCUkahUpXNLQtAeLCw2pRWZ7NYGMVTqdxI1c09YgFS2cogreABCAu5un74rBUqZbPbQWtlEBTm+4oZGNGyG0uE6m/jwuqm0azOUHdU15xYNoMX153Bfo/6GWBhZR3wtW7212Wt4qlUnPBYIihSB0LNlT52x6kL8BPvuy9p8IOxYyLob9ptz6o83fdYCaD+1WMom7JkB38+SwRbcWHSwMc2G78iBHO4Ltm2cUUsEXRMBFeHUJ2we2RbInjb5pZ3ouuFFnx1OfQsKP12MG0+rTR/O7CitkSolng82WqJYJ4vF5QuBB3MU8UM7auxkmJVlnC0LuGaE0vrOp3W+d0jeBFZqg2U/Vy4Zd/s8kFdrvB9cO9BD+jZ96+MKTIXcNkevPsVM9bgUtlLxXL5civGcCud+NKvyuNv9+kAterT+Uj3p1/Ya/YVdT0v6z4p3hLBlM0oEbhA1vZvbMFYKtUouVebkl1hhAZ61N8iXeJRKQXXP3SWV0a2LPGonyuOicBZfXHWTJxinSpPy8B7A7AHpAC2Aq0tfpmvfTcWPESWIzI3/pv2IyE5NAQOwNrEKmpxZzhcl5US1aP4or/NN2RvnbKQ+tekZeXhaV/Re6Bp2KszuGWkKeK/qTsDLqOZsHHLo5RqrAU4uQhv22jOY85XypYH+fyisjk2xCgRuFaRfQxFUfwFqJQIP+g5/t1FUdxaFMWtZ8+e5U6ZPVwUegrdr2dPNToFsw58Ye0H4LTEdkXXebQtV+cDC8yclrJZncGzxONdpy/C33zDTU0aeGCuOysqGFSb6rdecogvW3yDX19RpYkGNfaRCqq8oeiODis7MLhBNA0etkQwCiMzeOHzMrPo1f1SdwZHiUTeM41roKMkN+Vj8jTv1j76xV/wIid+wLo0gaJKplOkg3MnuBgewHcYDFa+m7Z1y6LQgRVVEyNB58+Vy1kyTZkZ2pA7g+nIS/jqL36Jc1wp3hJBW4MUaGdMxHmTjhZOqr+pkpGrk43J9MpEfKd+9vhc1p0BufnELPFYKrNChs6r8VEkj5UGVAw9BX0vr/yFT8HrP/loZysrrPmnihk3qJJ7vVaKxgoVvtU+fG24InUUwLxzM9vFpMMJ+ZuSbS91u23qplGOYPT72j30x0Sw7oHdi9NTTXwXABwToV1JECPM4cdsB1asV2dYV/7pWlD1xkRAD/ggNSaCntFt3I1I2xdQ8FeWCJU7A34VWgY4v3sEf+jFJ83+Ar1DnS+NieARitvcGbj9RonAna8a1yp7lty9Xy7uDj2/+l3n6Zkdp+fTOsTrOtzzG9NzzzeE4WMiVNvLB9V3cnJn0QQu1ANtHYjYB1VolgoslwRczqocdv56okEfO2xkNF9gRWSNAu4ATD/X205dgL/9KzfD50jsH1oeUxblHMeKL6NUct8DNKXx9GfWhICZ2PDFRNCxTyjLhf0u+PaZr6MnFsa1CMdEoHXPKKZoYEVX3d9ldTETWDHWEsFvoUTlIpyXr7ndlOHrAWxFFJc3/hx0eliu4xQVoUE3dWew6lig38AxCxy5qOl7+WvdwIpuuXDa1FLBmUjsIA/PmRglwmkAwHaa1wHAGXpSURRfBwC/DACvVEqdo8cBAJRSr1dKvVwp9fKXvvSlXco7OXZgRb4yOCazJbFEaIT26m/eEsFO06wxrLd2w5aKvorOOjidLqNBBgB4Ye+o+V1pyM0xbQJHA5Qp9Du4OkOLIOE7n3NnwHnQwIoU3VH5Zst8lgjYxFMpM+vGlbsSBnBMhPrcQsen8Ai95D3TTlXP0Jt8OAG22lKh6dqdhRNTYbUp6xURwFEw6PxwPlSwtV062FsKUsVECLgzoFkW65mhn5uSdnhodYaAEkGnd7Qp4cXX/P/Z+++4WZKrPBw/1d0z84ab7+ZdrTZJK2kVUc4BhBAyOQoDJgcbsImWzc8GgwnGfG2+BhNsDDYG22AMNkYkAwogQAmEUFyUdqXV5r27N7xhZrrr+0fVqXrOqVM9877Y/nnX93w+9868Pd3VVd0VTp3znOeUEV+hf8ABWJQZZeLTufbCaN5XIQh09pYx49qekeJxFbFiMvbF59gVxIr18cnKP58yMWDO+HcNYaMFvcKHndtYYcB0S9qbxFKbV0LKufXu1w82YWCNiBaP5nlcbt6t92DVZ74sieuIjHAGb6eg80T00Qd20uYoIxHKMkM59nGsa9u4guXfw4ZgFZx0PJ4+/4bTOCIRlnETOEbei8fnf8VwBv1MMydCeW3gRCiJ0Pjr/dqIQKUHW6d8s9BuocxyY/53f/md9Op/9SfFcZY2holZY9/7jERYZRRd9x0GD7v9Wy6rLCNt5Cr1TNeqPmVt5qxwhlbpCNqIsAFGhHkyxo7yKhZIJO9lmsZQl0o4Q/wUxIqcnaGvECsqo0baxCnjEocyndtbFGWY4QzwPRm2WpfQP3kc5/MsPXIVKSZyC9SMUjOV1jDpl86Jd2j52mpdtG2VPqcMUGWIjDLIGfrjugZpiViW9UFB514mVpTnVNQiaHdcGyr7GO0osr5rZLS+t4VEQPSIaZAYqUcyIjD6V/Sx8nwioo/cd4F++e0ZTF+kjB1BNWFbdJ1tfazU/UtuKvM2D1tZhxPhrUT0GOfc9UR0BxF9IRF9EZ7gnLuWiH6FiL7Ee3/r//Ra/h8kYlBUdA/ujF/zohvoX73xQwWsOhsN4qc6TlSfhHQc07r5Z2sSNvP5bw37Y5Z+7+UgE/dVHi5e3HTMOnpwxzkRrGP1dqYF1kIiwIEczmCXgx4k634WJwJCPFNO9KGu+HPcfN4AUwpxwHCGAolQGBFU/xhslnZxTmXCx805ls8eIm1gwHbxYW0tZ4gnt/mgsugHoSw3LnvKBx+zIAC0U7eR26nDLFK4zgiCh4uYLwM0+tGnt+i609spHWhBpATXBQ8IeOdGPGDFfbne8Vw9P1hF8LnZiJBTDBWZCLxM8ZhSScYbFcSKI5u9YMjJ77aDOFJ9Lh4f6wveE/3Jh7L9+bBGBFaog0El1sMwiur6cnMTOeaacyvHRGspxr5SLkK9KNZL1tNKr2XCjfuBBl9647JBND9/pyC+RET3nd+nF/7Q29LfmROh1vbxZ9IPJZSY64EKp0bsE+VnMfbY8ZmaSIRIrMgbvHU4EQ5uRAjXIoLH+t16X5ydYdY1RaYMIqL7z+/T6SOz0ftq40NNyU26Ovz+i28DZdpc45xZJhdjpe/TOgnRCk4EQcprI2RQTN6D0XAGHF9Sn7HmYb1R5nlc3i/I2bjRDuOJhBGhaRw1I11JPyfvyeBEsOdf78sQvsyJ4IWnlaVts9HQe5/CNjIngnwm1jgwwxngEK4hm5M2rZm6/pYRQevEuGEPv+e+UjP6T7URIX42TmZvWRU6gdLFNVwbYrmMt992hj71//0DOrIRtk/LwUrxKMtcdykTTq8mr8taUH9JHCuF4ascB6F+uf+N1a2GRBC6T/xuoR5DG8pjGM5g9YvafBbOlyE5g/GbnhN+/k9uo5/+ww9DPWT5NQdDur/6O+sypQyDF/qgrr9Vv4e7rEQieO+XRPQNRPTbRPReIvol7/27nXNf55z7unjaPySi00T04865dzjn3lYp7mEva6V4jL3sJY+9NP0tiBUheRsRsLDDHFDz6OlBe2gkQrxMIwIS5B3YjCeNtDBzm3J7lBHBsOwTkUQiuHpKJ9PCN7I4Z6vn+IBdiUSA2cFas6zsDIPPsPsFKCo1r5v3FFEHaO32SUHQm3MWXU4Zx+kJe6Q1TyWrvno/DXANsARiH35PpadVw9O1tXydkI4xWQ5eLDaBn4FSnxEKlei/ur24eObN1brhDMPg6brT23TVic1cjjdSOhHFXOEupniU9VkHiaAND7q//sjv3krv/NiD5jWZWLEFxbmM9bU4EXQucd2usqKhLEmsaKMlNLpibP305OmjZ3Zz/Q5tRAg33URURprXVs83Gk2ySmqEgXoOt/JgaySCJljE+ln1mfeDqZTwGMc5Fg1vLNr7uP8/AYnQuDINYT+sDmcoSTjt8llwveyasGHaj2kv28YJo2xxr7+KESFem7OnyGc6lk5wGTd/007Cj/nbAxfmdFqEMzjoNzJUhCh49Qpdgb3DCcq+nnLM9+OwseJ8nz30kjtFfhLl/myJtTnWDofa+fkYZRRfUU+oh9KTrHZpg4cdzhDOYSTCvB+Ct7vJc6CF9BF1NtCk3PdWE1nLtMa9x+wMQ8FzRESpfuFqMuZqrpdPbdJipng0wkUaR3RyayKOSQ/yUFxv8YRpXTSHM9h9WHMicNU0P8W6/Yrr4gicQmrteM/Hz9J77jxL98bMWEUoqS/XlHUN0pa+anMi5POYhFqrtbU7Fpvg2nyMRgTDCEGEfahyDzEnhM+JyM7A59X6vSw7heQ0TXEdIkNQeMzq83Ib6nODvgfWz9axy/V6jE/skSDrhDOQ9/43vPeP9d7f6L3/vnjsJ733Pxm/f5X3/qT3/qnx3zP+V1b6/58i2N5rCgorbY7T0slNKc8JKZyB+LMcXPpv7dk7NCcCexAV5BOJXfjvTJpGxXksOIHxYpQ9xemm4CUpy2TRx8ZQC9iWVakbdfiIliVYMs1wBmNRCkYEiURAKL9Vjvai+3QsT2QWEmHM09N7OTmZ2RmStyPU89OfchX95t9+YSCHGiQSIaQYcsL7j6I3Z9paHtAYXJeDy2I5iNg53hSE5xC9nckrQ/Tf3nEH/ejv/WWhhGijwkHCGRa9T4YBaeCzn3U/BDIkznnOx/BzTNAYQVQilj5y/w59+o+9SVzD5TI7d0AisFJYLn6o9PEz4LZpYsVanRmJgLDniUF0hH+jIbEm3suFfK2MFoYwEmFrmpEI+T2U7z33U1Tg1r//gZEIxjEdHiQ2aam88h6L3t5IIbHi2CZHbxL+qpwI3ocxYG3CetVWLTX0lnUOkVSunXO0MWlpP3IitM4V/RllCeNgLFOLXQdGRlEsQxtQMyJNS9/7iLKS8GMMZzi5VQ9nwHmPqGJE4Pc9tqON5V5yZEb//iufRa960pVElOPorafmSW5isRz+nWXMACjmTi+RebZiXh4s+G4qkpA+ypiAYqd4tJEIbHTjcD88D7OSjNYJ+jnzGjBcX3IiyGeMiI3B53ovel91erzoMcGRdfnRjXQ8bcDUfSxeBTPFY7zQufxcG+foZ77smXTDJdsm0sBi97cMggUSIa3F6yERWFh3YVkn3Iyli2v4EvS50AZeV8NxNrhi+CpRWEdq+tIqwet4rFnpRnUWj67RjAilQSbVT60164RlY72wKckIXtloW3sGTVq6CkU7Hs5Q1lGXdR5SiVuE7klHWHPN03sxlB7aUkOL/9/IiXBRQHCRqPUFPp7iMr1XE6ZEIPDoR12khkTQkDgRKnCAzol1tMhNMK/ypCtxkRKKZrMSI5SOr+arrFRRUDvxl07jU2uLBcO0lM46J0Kup1Uvi1TTExVM5ETojSrv41CZj0p+4yQqxLrOimfP9VmdnYGPcTuff9NpevyVxxKMXW+aODuD5hYgykoBH7aIFcdix1bJYhgEEqFxiJiQTPOD9/Q7776bfvlPP6Ys314tnuuFM/BjmPdDgmdrrwZejUpR66Lir+C269j68tjLihmRNC6iBCh7+M5IBITwaw8rIhGmXQMpHvO4qCkeKJ7iZhE2G11jhzNoToKxvoBGDqK/AhKBSSYnbTFProVEcAfPzlDb6GCZlvLM/URz0Ig5ecQah/BhFC5vb9HTf3zr7USUQ4K4Pvw7Cv+9am2rSR/7hZWGsBY/q8seMxgLBJyax2ddQ3sLQCK0ruoR5+Nb0+5Q4QwctkRUpnjMnAhlOxZD8CBPWgk/5u/z5UCnj1SIFX2ZYWPSNUU/1WEP1uMM7zkYAl/4mEsTpwSHM9j9OSvviHJaBV/XoudknF9rinlZRn1+supxEGJFfr9C4mVno1fT+9LbvcqAoJ+TQCIwJ0KFyNqTTFs4DPlaRsxpaZ2jb375Y+mPXvMyuvb0Vj7eyH4xGs4wwomgM3vdcOkROn1kam8gVVt0+6zQRO+zTqLTEbNofhCeT1tlMDXDGYxh7xy/12zYqW0y95fSyJDrXU7V6/r65DMJnxYSAfUX5oApwxmw3PIetU13rnP4QW+8he7D567h3edjVkYNr/6Wv+fvmVix1DeQxPm+8/v01T/3Njq7t0ikwURE27OuWtdV61Kqz4q5Let+9vmHVGv+j5WLRoQDSmvE+GhBbx9DA0U4g0Ig5ON1A4WG6vBaw4Pqx1//QfrMfym9lOsIe6FZlgpWh7ByOWCh3mRnPOBDuIFA4wW2C0UfmjTNuGcjfjZNmacZn2OzwoiAz9iql8jOAOVzW9DrtQQkh74HKvODDwtfDmdIJRf3x2dQsMwPNsTeat9CIUWahETQ7Q393fvS01ogEbQRATbw61rhUQKxIiho0QPH9WwayejdD4FoSsLiNGKgfAaWJO/HMihnwTsn2yYIgXw+3jbBiqA3jGuFM0D5RCUSAeVPbz9Dt3zXb9M9Z/eIKHvfZ132TOo2Bk6EciFPLNDKWFer8uA9DdG4wpWuhTNY0NaaeHXe4YkVw7PYnLaFwjQ232AVaxspS5a9rxgn8ncrswveW3NnWGlLbSSC3Y95k3f/hTl956++i4ikJ5M/2fjEko0INYVq/JkMvsaJIJU8S1b9Hn7L3/WaM+siEsFn5NIqToTNaXtgI0LvOQuLvZ5kVIlxbUwHOmnr0HdEIqAMXhrsnQvrt0XeSzSeneHc3jIZr0Mb+NMVm8NULuW2WqR/eM3Yeq03NNJ5Yp1vV2YdpT8jEBgdMr6uch1KToRwDvaVtiGFRBhHQ2oYtPd5/K7OzhAyOKHehOkhaymp28bRVSc2xWY7EyvKucY2IljzWlzz0YACjjErdMRK8WihczViQSP5tLNCIxHQMC4N/0UzbEcRGO4Tr8xQvhsi+bxkuEY5h63rSME+jetyeZ40NjGPAwpW1+LhqWuafF74ZdI2pjEgfJfn6naI9ZyNEgYxrDYsoqzPiZDv+Rcfe4j+x3vuplvvOkfnIZzhyKwzUBNUlDUm4+EMFhLBvv6RIusQK14UEGsjqSVBvBrJKM/ilCLn0vFchu5oZceUk+vt9+/Q7Q/s0LqCYQUinIE3IDB5T1P6tvI8rre1eGrrsiewFCtrOIpu+6Rrqil+xP2M8izIXE15w1hWq16SpC9vJHlCw4VkAaERKBrKyvdyxAswHy/vP7bB0tB9q2/qNHe8SLWuRMtwe2u/6b+LhQEMZwedM3mz2wlOBEkAiV6ZPp4/78vwBVFP7wECuk44w5B5DtQm0Hy+g0/xlPlYruMq0UgEB5sFLR87s0vz5UB3nw1xmbvzPrDit0163paHDZEILIyWbNSmq76RzMo/n9G15aIe/s7X4OdnPPUqOr+3pN973z2iXIlEOASZBklOBEYl1IgVsc78i3MxFt37NO9oCCYKQxiZq0OXSyT5WrAGGiHBl4j3oDwbKIsVnAgoGHveHntW/AAA5tpJREFUOkc95dzZLDmcwWppfc1Lv/tgJJ3oNIQwFsfCZIhWe3pY9JqzMWkiJ8KQNlBVQ398PtvT1oRxjwlvvvn2B0nxuBxCn+qaprrhlNkZnFj7AyIr/N01zF8gry+RCGU9zu0twhiOsxWi9BplQPv8n/xjeunjLiPyeU7ujcUG77I2EoGy4aIoJJVll1GbUsX44g3gCLHiOkgEqzmNc4ILSIe9lXXO5fNnQaw4kp2B0XjpWghnMJEIUBmExOcUj7Jea4czxM+mIaI4fTQ4r1gbyIEdF7kcgRJl4xRudn3JxdQ1DS36PGfpFI/ZgCbHpUnOWTG8hIqWfUY/4/3auzL65robRzxtXU6EZZ+5mFRpcP+yLquQorjpr+mWKfzOMMRhGUT5GRXoEaVPFY5A+M7rmqVvJH0TvveDp/P70ohQEqmOr0v6aNJpKiHDKStOOn9cd364y0UkwgHFSvOnBS211iZMGw0sYsXaJKQXIoTrHYQfgcvvGhlTmZXtbOXuDE4ECSu1NzpJL8ANRLqvXDTuObdH173mtfRHH7ivaLvmbSjbkpUmfS3+nazMtXAG8FasDmfIG1ZelDEGfbGUm4J0vPcCypqUIfD6W9eF+kH5RW5r5XU3CuBjKRY+jv62zVwDKAHayht3+Zvuh5Y3zqtz1hVeKKaFgubA6AKcCHF8LfpBTOw61g69oeuGMwyDl0oulQosLhZtREhoFMZaXvXimVL8LPtr9o6Ed7m37GkajVM1eOowkIlEcKCsyHCGSjV9qCMiZxInQmVDkzfq4fNvf+Jj6Muef13xACSM377/KhkjVrSVSfk3p6wdPNE3/9Kf07f95z8fvZ+VDjfcE8p0OfRDo2WISiOH5ZnBerIRqJbi0TLAYD/mLqWNCDnFY21tMw8nYUPapFObsMEX8ela0jsauQc+Uz0uZl1Le4s+hSCtw4mwOe0ObEQYBi/S52kdfww6v+w9LfpAxmuleCSSRgRyaESSc1EwRNQNdzzErSdwNiIRtA7CnAhY5gfvPU8fvu+84EQwswjANeOcCOW1XA+r31nHPK3uRwTnjHHTFETQg8GJ4Ms1V/NT6PCGos5pfs/1RHJEXb9iLnYy7GMOBvEaEoHFRiIESY4jk1ixzokgUjCzEarBZ56v4e8hBC72Z2irhXAZfDnfFEiEinG3CGcwno9lnOLyHRnhDCNIBOxD3rjfumuZIJtsspNHC6a8ZASk1mtldcv1xD6vrMtE8a5YoQ2l07N8xxm1Kkkg+0GiaEtdU7Y1lMH9BcqBeyKx+YU5hjO01XU69DfjYVTaVjs1z4eU6jNS3MNeLhoRDihiQFcHX/jkFHk6nEEvNMmoIIgVZeFaueSf8fhBYoj5zKbRSITwmYkV8wbBYkLlelt31lMfThWaE+HtHzlDRET/9o8+UrR90jajnuN0P2eEM8D3HM5gX48hCNairNN7aiTCwoC36QmLjTI6XjVsXOopHomy9wzrmtrpVTiD0b5kcIrXYmo/jZbh31sOdSgmXrnAFikeobyDzpn87DrBiZBRPZ44Njgbt/rBC44AImnICPXIY2QUicDnLDOx4lgYE1qym0aywieizDXGZoFESNlbynP5HFZkduc9TbtG3Ftb3AMSIRxDJEJCpKhNV3UjScGohMzkOeRpfN5icUoBJ4oLMDynwyMReuqaEJef5sn4xZojtWeGKCu7H39wlz7+4N7o/Sweg7I82xigPTmWscOaEzil4arsDCiM5iHKn5oTYTWx4ng/5n6hycAGPw7zJ8qK9ireDBY9Lnh+6IeBusYl46glrHhPu+bAxIrM+8C3L7zWavOh77voB5oqNnVc+09tT+RFoORKI0LYOOj7rEM0fG5vEeLsUxtiPVxZ5nLwicDTCkP06pOozAyDIurrw8YzrYfW+RUv8jqGLm08MNEhRhYbK5zhoV2ZyYTRLizMJ1ETzc8y+DxHW1w90pDoUxpoImk8XPY2sSu+f+QX0ikex8IZrLGR0/qiESwjWaz5itedxlF6yRrNqq9B5Fyqu/JizyrEiprcdV3jFIa86nCGMUeARuaUG/X1tCALnWEjEQAF4T11TVPq24axGu+xqko8H09ahegy1q+xjbkur3ElSblcE1U91FwU6iT1jdf8l3embBmoR/SDpwv7eY07sjEp6jpmwAi/6/qMzO/eF86gWijwI0UuGhEOKFaaPy3Jk9hk4kI7O4PcJAj7hFYMQAHFBXQ55EXoMEp31zjh+dHp4XoguNMbNBbn7AnWInrheidiFF481eSAsi6xIirq+Te5McBPLehRtB6ltmzrDbQIZ6iQa3Gsvwxn8AlC3cN7rtWPqEzxyJPXmBLDly/Tgp4XKduIwN5pa+PMnz6WoVO65edz0DkzQdYaVFKYWBGV6VwHVs517B96urxfL8UjbsL76HXU8ZXWZmrwOa2W5jBZL5whnjvwJoDiZ/lS9aZ4b5HJ2niO0EphaH85ztCYVPM46HoGr2h+DtUUj2rBzUYzY34g7b063GK7vwh5s4VCy15wa0OiPimORTZOrXp3dSSCnHtSqj6FlsFzLYXVegyzCONdLAfzd6t/Cwh+/FLnRCjLjJUflSHOZRZ51ipUzpgBVZ9DVI6LrnUpUwaGYlnCZGSztqH5sjfPqYn3En2n+3EOTSnvvYycCF1b33BuTXOUKZ7Cz5bnha7ltLf23JxgtcYjOLvLSATp7WRIvnYYMMrLys5gvbdxTgR5raPxFI98r0ed2qQvfs618TwiX53Cy/GVx2h5donqs1I8Ej24I40IvD6yIDrFEstYmZEIeWxwEXqchDUwfN9boK5hEyvi+okG+YIEOV67b4wDC8nD1ZecRfzpxJyWEKdsGAdEFlYZwzTyfUojgjZOak6E7WlLjzq1Sd/zGbeId1ELidGSkAhOZigjGl/DsQ8FI7s9JleJnN9inQxOBLwf91c9Hwq7hi+PSw4te64iYiQClGXco7b2WaHS7FxNjsRBPx/97GBeie3O14bf/tNbPyquRgSS5ERoi3czrNA5akaNWjiD1idqSLFHilw0IhxQRIrHyjmY571xIc7d8qCkT4Ogqex4OOBx8PLnEL0F6/VQPo09zSy9WnSXg0+wcrH4q5FgGxHKe6YNf1o0wt859riMY520q4gV8/PWZ2FRK7MzQJtH4+W4Lcoij14ETLGGkjkRcvs9UfQyIFSqvL9Q0ozc1h7bZjyubHjKz4vbFTZMZXtXp3gk8QxSfWDTcNDsDNwX9Ea3dRnh0DgJgeyjt0wrqAlCFzfX62Vn4HNiOIOCCg5gbSYKud1vvftcWswRRl2Lp7REx77n+cGoYzL2hc+9RZ82zkRkwm/xeejMF0QlsWLttXF6NUxlWcvOkHKjp41VbpvlwUVF7dDZGZYDzSatmA903xf3VQ11lDkM1kF49RXUEf7VOEd3n92n617zWqG05PlP9hcdY6vryR640I8NBdDo3+uEMzASQb/7kWlFCIf/FOEMfrVHLyueI+XDpdpBl42h2Utce3eMVph2zeGzM/B91XpS83pvTdsYzlByImAR2nialFIvSSvbRhrKUv0GnvPidfDWeNMVkAi+MITwvCpysw8DLTUSAeHbXn7iM7DEivUfM3jw+T/yBU+jx11xLLWpT3NZffOkx5M1DxfhDN4XOoKncpPNITPp76bOidDAe8QqsNEOEXI8trXO5yiveYgg4lTExT1r4QyKE0GHv736WdfST33J06lt3PrhDEqX4PrrUFhHJQICr/+rhjO0jaM/+I6X0csed/moPl07xv3bkUz5reumRa+b5cZzvbXMMqxoBw2R5K9YRg6YUt+WupD+bqXdtOqswxnwXL2+6nZYe4a2cfSymy+jpz/6ZDpHGtbtehBhiIXsV8c3A3rrsqMzQgTL3mIQaJrtaZmdYZXjRBsLxpAc4d3L3y8iES6KkHU4EXhSZhh0mZ1BKnLWnraABevNUVLISkv2OpI2wCqcIRP85PIsqHLBcGoZEUaoXrSFGlO34EaDKCx6Y3wPyTDhqNByLc9VzVmAcYnWY5SkmphpghV66R0gKp8TZ7tAz4v3mZxyLARAZGcoyGHC5MUKbc1KGq71sT1cf0fLQXrxiZjhOG/cUdLfPpchfh+QE8FoDJynRUPWQl0hnMHHuoEhSsP7iWI4A1/fOLG4jIczUDqn976Ir+wHT7/znrvT3/ec26e/8TNvSV4khFFr1n2Uu8/u0dm97N3S3vI8T2ivWN7Y8gK5t+gF4/sNf/836E9vf1C2C66TxIrZuFaLyZXlhDog8ofTwNYWTN2vmXdAtIvINGgeVNig4lypAFr97WU//AZ6/fvvEUoBb6SWFdIylBSKUCg/+btAmVH5PRmblGJPRDCO8rGNCYYzWHWy+zeOeSLp0Qx/25wIY+kCUXgDX4QzDKuRSZbiWZ5TzucsHJbFSnXXNGKzi8JIhMOEM/AmMyPb5O99pT+c2Jwk7qKJ5kTAdqARgXL2BTae8nzAZZQGXlUO/L49DQiWs3uLtO7guRaxYkZ5ZYOJJP4sbrOCE0HWNWS64N/K65IhGDZK3ufjuq+J8tWcavJUDOVaWnh/vQGtb5zY4DGfhCXorMFnm40IGVHKG2ORnYG8CAFD499yGEzDGxq3JgYSocjOEAu5+fIj9IpbrqBJ60bDGWQoR/7MIST5voh+THOeYUQosjOo96XfS6sQPXg2nmrN4dYUmYwILhtQ1jEiLJRRrbbxXCXW/KYNJ0TSiND3RkpS0uMM68drcTmGUfjVaySwhWDQ490yfOO+6Ce/5On0aU++Mh3Hy4tnJwyarLs6UaZzRF/ynEfTZz7tauEsOatCkCZdU7yLVcZP/erGXqVA4CqnUL7+cHrN/6ly0YhwQBHhDBXdgzsNx/5gpw7HbY84/llTDPi79qyNedosyRtgZ0ITcVGbKMs1kZyUXQU2allGkQSRjxEhzNrB8wvnTNu6RwnrhYR26Tf4zq+uZkTIBo3VREX4DiYczmBwFuj6LHrNiRCssMyJMBa7iQrxQj0PnrxQydKCHnYiuXlE6H9qL2/cvWFEYA9zUuSUNw6UrrEFVIdlEGVDACoMHFKAyogIZ4j3wMUV+5tWfhcj3sf8nEIYkibM+tiZXfr//dd3iWvO7y2Dh9KFzUsZ417e59nf/3v0yh/5g+J4r8aI7q/7yzIOfnfRB4RLzRVG0tgijAjgRZJzQbWotJHyagwUKR7V5ph/D9BcbRyRSuOhwxmWOZxBG7KszfV95/fp1rvPEc8WyXjm10UiyDmTpbbhlSmypIKajE5GbDQ+WmYlrxErWkgbufEtPZpEdU6EvB9d8Sx8MKSV3mE/upEjys9gLL0k/qSNawmJMGTIbB2JEKDWs0MgEfpBZrpYJzvD0Y0uGsOHyIuTM/SEtuTvelPMko0Xub3OGQZ9nj/SZjFLRiIsidMGEkk4usmJMIQ3z+02NyVCGV89v/K1bEDXdU3nx6IwrMz7PFZKtvdy41ILOSLKJMh4jfb+eip1q2DYln/XkQjooc/H2YiHKMjZpC3q6n1EIhjGv7BOlc8b10+RirLJz5DbS5THPt9j0jTFs8HrVnEieJ91xx4cF5ZRlJ9jkZ1BPXOtZzROZYLx+Fs+15pz7HCGUJYjI5xhZB3A5+9pXH8fE9Sr+ZlYhintLLFSPOItsaneOmbpm4Zjr7yurDdeq/ctRGUY2AB6mi6ff9fl6rCr+XKgaXIcZH0LnTREFNd1Wb7kRFj9osYQtoiqqBnFD6nW/B8rF40IBxSLKVULhjPwBlsiEeJn+rs0KozlmUWjhI75W9uIwO2phDPgBDqWToXbYW2SLE8jX6WzM/AkHMja4kTBlti2GVVKuEwrnAEfx7rhDMHbbSnhWC4iEcIPuCHGcAYsa9EPNGlUOIPP8Y5j3jrcpJRkUDKcYUwZ09bcrrFDFpjwyvvy/WrPsraEL3sMZzAqA+cVxwzl0DWMmAi/oeKJysY+KFchjCjXD9EH68TszuNmXaeLsoTHOMOo9Yaptjjd8eBucV8ej3xH3V/P7y8Njz/FjUm9niFlYbhuJowI4XNdYkWiMEZwvHUJrSTP0wsp/lwQK6pY0sOHM/Q061rhUV3lTUKlzJHkRFiJRKikj9PEivl4/q6Nv7/3vnvo2d//u4JR2tp8dDFsppbi0RLnyrVmd9GTc0S//o0voC985qPS5kQ3eQxujsJoKOecGL9odF3NiVArW/5dC2dgA0FnGJVZAhKhoWnXHCLFY5gTrDBELhvbQxTgtl3raDH4lKEH4QeI2mvF5gw3XWzgipu8lg1lZb9zLpf5sh9+fVKmk3K9G4kVlSGkiesQGre8D+sNo49ap1PBxk8Y3WPIQeF19Dze+DdjMwOGR34yA6xXmkcJy88bQNs4RlQasgdvZ2fQ80BTIBFc1UOBfRHf114MkeBN9jKSbuq6so5AFN7RHoRWLCN3j5YasSLrc9rAynMgXzXpbEJra81H42QyTgz5OaLOwddbRlYdxqX7tk612zgnjBlYpghBNJ6P1Rf4dTqXdSzL6KFFp0Ye09/HBKu5NhJh8GZmkFoIQgotrNxXX6+JFfFUHvPa+G/N9TnMKjstwvHxunif5/rkAHPS6cZGhMY5IhirBRmqK/nVhKHDWAr0q7MMJLksMHR7eT6e80iSbvUpFwUFjZ51uG8cLE1mt5fQrfBZGBNEGbJMbZXOnjU5WMdYkYVAHS0kAm+kZTgD1Ae+a89EOk7lQswDS3MiLBISIVs9OQ/xpK2n6grl8gJlTNbGQlXbaGFohTVB4EbSg1LMC5tAIuDk6TO0btn7ONnxbz4pc2FSrCs7YoNlxHGykqeaXVy/TBNxbpe1WUKFVRtx9OasyM7gEb48sviqdpzbW9Av/MltscwynAFDMXLdIJxBEQ7xrZ2T72QMwsxVksSK1dPTvQYfnmXXZMQEKlQoNuM43z+2kRUadd75vdKIQEQinMES3hSHc8twBk2sOPbe2IiAika4h91OvbCiESjfkEyD5kFlfznQxkTGi+uwKS3aox90kTD/DW68HjX4Ov6tQ6HSOaygxi8fvPc8eS+VH4snpXE5a826Sgl6Tnm87s5D6McTrz5OG5M2xX3rd28g401hFEC4R87pjmTAdaRB+FxlZMD2oPBatoxK9SgnQh8MAdP2cJwIDexo18nOcGxjQsthSEbOiaH0swhOBELPYeSC4fHaxEwwRhgNln1h3tM9Z/fo2MYkzePnOMVjPEcSK+Zxw/MYhzPwuMVxmghDUT9Yw0jL1zrnxtct3nzAM/OU50ltRLBSCI4jEdTaNljEiiUiqXHZW0xUphVEaRtnonz2ExIhh1LOjNAwRityWXtz5ESwQ5pkikcMZ4jIUmgvERhSk5HKkYXc0lmpiFCXkOgzHQrrQEfrjflRZxQowhkKJILOwoDtJ/P42LGERABD2Vhmn2kbwqFQj/FG2esQKxPZIR46IwWR5OdYDhUkAtzSzEBQ+V3XZdI2hXFH3wN/x/5orefZmcf18YIkFevy+H/wW7S76NNzzqGejDwO9+AwIF4P+XlzOMNrXvk4uuGSbfrjD91fzTRGZL8nfSQZTY1XijpnMrCo+z3CbAgXkQgHFUGsWOkM3GlSHLdXFtKUuk1NiGIy1B2dxG86vo4nsTHCOBRPtkKAMePZ0l9uEEQ4A1WyJxR7hAz14cVA57tvm8xijh6XcWJFSufrsyzLbm2hTzwGg50yqUhLE7+nFI8GJwKfm44PnrrIok9EkCpSWlat1gpOBMOa6qGN5qLgZR/ReYhD6Ap4xGDTURotwic3TcM/P/3H3kT3nd+vtoVFe4G+77XvpZ/+ww8TkUQisNGAn2vgROC6IBIhL664cWkbJ5RFC6aJ1xFlYkU0ptSEre86O0MNCnkePM0sGrlR83Se31+aG0eLoVmXnzgRrOwMreZEqBYFRoTwNytfqzkRWAlwpFHbnqRieWgjwmKgWdcGNIEKu6mhCubQv3le9L6M17REK5ssNa8YtlEjEfgS3NjqscblTbsmjOU1HxMa3o5sBP/B7qKnjQif3pi0aVOj22wp+ZZwOAORHL+IxjtsOENZJ/k3ZplpG+b7sQ0EQfFuDkWs2HO4hHIGYNmhvrnCxzcn1DZNUv41agjLEJwI4NlNYRrgobQM+INn7oR8jOd8rtvZmOJRG9Z5ruNnjcjEFHbXSFSclZpzPPxQbkJCXW0jJFHuL8HTz/fMOlDJXyCvw3aYRgRjbStRUuW1Ya7Pk9jYOjHt8kYMuyQjCpBYcVojVuSNunMCibBYI8WjFdqgQ6nYsM5nTtqG5iPhDG1TriFogBq8p6aRBvymsZEIXFXNyVOEM6h33TgnDCS1ELJ1wxkyJ0Keg8f4dPhd4XjwxpS8buI0Wf/waSER5gqJEIheS0dO/l4el9wGZV34mWGqZH1uXlfzMcySZd0Xw2i5/kJfha/M/cHvBREtjDTkfjuFjEx8Hhvjn3ndKfrkW64wM/asMn7WMk7VMnTptlvz8yNJLhoRDijrECvyYWbrLYkV42flbywj/y0nV618rhO3xfL2287Qf33HHak91mKLKSMtToT1iBV1G3ABkkoDxsFzUbyQa0vo3qKnb/nFd9A9Z2P+dt50OeO5wUDHXNiWZDSHnYNaG3nYesptma9hRFj2Q/RCQTleWlaJbEVaIh3kqtRHKwI3bcyjo1M88sK8HAbl/c9tnveDyk4hFX4jM6fZ/rE2EQUPGYtFrCgXkawMJSOCJlaEvjQfeX5WfefLSKzYrIFE8DmcoYN66k00iyb8ISoVj9RN1b3P7S3N8KFJswYnQqzHxApncOsRKxIxhDL3s4mCyOJ5fG/83VFpHMF5Da89qOwve5pNGoFM0mFfWubLoeBPYSV2VerclJ1B9WVdnj6fCKCyql44l1gkVYxE2K+keDTF5SwjR2bBiLC36GmjYyNC9vZoBWksTArF++zFRd6Nwec+cNhwBt0f9TzOWVGWnP2gqRi3KbyDRKx4iHCGAESQRlgsm0i+0xNbE5q0LqXUHEMNWZsGomwcSJuLEWJFvaXQ+kHiVUke5NgWZZjAzS2vU3qe4G+rlHGsH7YJ62quW6xPOWfqSLVwBqzDGBJBZ13oB194f703OBEamZ1hbJ1gnhyv5rjEiQDho9XsDGhEgLC9GocT1k04Bxo5lrUOlrmo7HAGq0ysGzq4mMcieZDhxtg+O3VoufnWzorGyXaKORf1NeO9W8d4LDsqDbvWM85GBPytDGdYd+NoPROLNFGHM4QQMnmOqJHqS/hZrUts02h2BuPZoFHLQjlrwyXuC/A8rHMKi4Fwhjb2NX4Ws4jw9VB3NiLwetcaa4I0fq5eC7SzR/w2QIrHynr2CLMhXDQiHFSayoSFkonRZNqpVAZY/cNn/AEmAT3paA8hKuWYGm1s0mf5nJ/4I/roA7splZnlGUNv/DQZEWwF3zl7gtWbBE+lEYHL2RUe5Hh9w0YEJzzWv/3uu+hX/uwO+t7XvjeWmycnXQsBKVYwKi3IA2ENdMlZke+bJziYjDC2XFlpMcUjW61ZObRIqlgkZKycCDGPt9U3+XKdnYHrMl9KJELTZDZo3iDrsvg+VhqiXLfqT0V/3Z616XunjAiNcyIUQ4Qz+Kwcs2BsXtNIaOZYOAMyeicr/wokgvfZO48LVS2tHRpLchn2Jkn313EkwlgdPfVstbeQCM36xIq95zRoWdEI19jKk47DdK5UjvgZsiyHgX72TR+mfxORKevK3iITK2ZvQKx3zYjQ9wIBwteGMJ/x+9WQCDL8ILd1IeYGL8rI5xhIBPi9cY6mbUDmrCI7zNfkvnQ0IhEWvU+ZHmZA1qjbnF7VKsXTy3CGfHw1R0pae4wT7nxoN23Ac51k/wnp5Xyqg848hMIQ4GnX0P4hsjNgpoA6J0I+FpAILq1zE0CjEVH9O+V1ZvAkGPrbphH8BSyculEiERSBX0Sw8Cl5LcgoHCKCWH0ddoebCjm28T6WWJtjXA+L85PhWJ5XS/GYn1den8ey5GhODMxylMssN51YHyISPBlaMNUhVmFfZWdY9D6NwyI7A4YzqBSP5oa4Fs6Qc3/G+4QviRMBjFTjKR7LPospHtN6CIYF5zLS1ILuD6rNej0pwhkaiUSo8dBwOf/6jR9K64nVRZE3C7N1hc/yfF5HRTiDL/vxuhtHsU9QSFEUNHwuo9FLn6VDQ/J3OT5q9cMsWSJbECIY4icaxpGjQ+4ZSLQHDUcW5wIaytrk6JJzQe99ehaBWNEJPeJs1LMYeWeRr+Oz2V/U+7s+39axMZyB223rRI8UuWhEOKDIcAa7M6TYH7bCqkHiYMEmsmHLtY7L99VxPAclVgz1cEU4A3oedKo9LFoYEchWzgvLqMdNJy+q4QhPGH0vIehEYTPJxhIiSvDbXQUJD3sarVBlWc2JkOMTTSQCXOZ9fh682RXhDBWP7rIPRJUIxWeWbO4r4bhRP1HOUPyG8cjWqoDQ1NAenswp1V97//mcRS/JplZxIqCMdUndX4/MJun7BMoMBjlZd0RzcN+Q2Rkgrq+RvBpj4QxoSOP4Z8sboCWgNaLXSZHtYR/46AM79PbbzoR6tfUxn+HS8t7n9xcmRwhm/ai1K6d4xGcLRgShDNWf0bL3gsVd5wPP98z3DmXGNlVSPGrPxa+/80769Xd+vFoPSxKxYlNuTGvzI/YH3oCtj0QoleJQ//wd2yqgr+lcee18OZSp2JRRgonP1p3ycTwf28jjbAZIBKKATij4B6AuH7r3PL3wh36f7jm3V9wjbBzC90mHfdtXnxOL7issf/TB++i5P/D79KO//wEiyuuKRj8xUqkfwhw7xonAhoBZ10Y+jPXXzd5Hr7hax9PvQ/m+jm9OqIPNXwdIhNG5xaHnkOHh0bjeSP4CFs/1g21FRtnFdTYandPmD9ZGRuEQgT4QUwCHcAabWFGiiMaQXvI7ZrowwxlYn2rkeXxuwYng5XUcDum9vdnWGUoGX65nFicCo85YsE9owZTW2EZerxCJkMIZ1DPG/ra7kJwIphMH6oYGvcyJIOdGK5zBMiLkNb9EszmHYUkRjdvIzR+Lhc7VG9tVnAjaGG0568K9wuf3/cZ76Xt//T3FvVgwnGGh1nCrT1tIBG+UfRgkgkaKoiB6ZhiYEwENWjoEAdfVXM9c57J+mP0kGEbkGo7lYjeZ90OR2QLbhuSVfBzvzpcgubAOl3Quhsb43G+nkDqdz2MkAqe2DXObaqf3tBn3FHsKlURUPhtE4erxzvNq+F22W7fvkSIXjQgHFAnpts9JRH9NjVgxTlSUJ6zwd5axSWjwesHOKX7GFm8tjgzvI3gqeEOxMjuDs59FuaBCyr1kRAi/7C5ybCASJRJBCsV48lacEHbmTNpF8fwSiYCTJypKluBCvirGkDf/RMiJkK9ZiJhmOD4MwgvFEyh7Y3QMN4oFz8y/kVAKra6ZFUMJW+RPzq/O0jqXFJGFCmdARYFoXBEeYyrWxpAjI0gE9PCHjZ5LRE38PHBxxffYtTIf/DrhDLwhCfm/q6cnWfRDGvMaxo/v7oU/9LqUInJrmrlti41bBYlwbm9Zha+O1ZM960QKiRC/6njBsawEvFnMY6CCRFAbqsyJYCCVlJK/7D3tznvhkVhHOMUjGjlqiBCWeS83ksGj4aMhYfx+Naj0oMpjEUgE7mvKKDRfDoVhBh+tcxlujPWe6p01CBp7GYlARAUSYd9IG4ke4A/cc54++sAu3Xb/TnGPEAcdN7kYqzzY0Fd9rW4nEdF3/9q7iYjotvsvEFGeb8sUj01aa/V8oWXZsxEh1HEMmWTVE29dS/GI7Ti2OaGuaVJfnjR5DQjxzLZonQCNp4yQKpRiMOSwsLca5yPvAYkAHlg0TGTDcwz3cSUk2CJWXIcIma9Gj/5X/ru3FhtXTHmLYTUItxbtZ8NtLCZzDNjeZI1E4BA2LVq30sblMU4aXss0KnVvITkRlsOQiRVxQ01gRGic8JhyqIlGZOCfZjiDmht1OEMwIpTvkY9Y2Rlal7OF8BohwhkA5YLdIKEK1fqj1yCLE6EThvhSzyZarU+x5DYhOXJ97eDninqM9/ZGdR0RKR6Vxx5lPxo+WffR4QwFSbJRF6zSmNOK+256b3CONtgRhbmGn50wGLIxULVrGCTyl5/3zn7W5XSWDyZj7QeJREhOr3h/Rq/x2mZlZ/A+I2A12s0SXI/xzUxaJ9Y5bstFJMJFEbJqYiLKAyopMn697AxjZePkEjyv+bflkFO3rUusyPdvGkWsCBuoEolQKr/cAksxtLIzJM8lWOaJ8mK6ACgUb0z4/pqjIRkRUntcoYBqxZuIyFV6PaI5VhlFGDZLBKQvNU4EfFfRo5/gez5PRugBsu4vPOlKG+Ic6ty3rOu57OzND8eTEWTpJRKhyYrIoh+EF0BbWUeNCEU98nfdX7dmeXOjYy4blxd2mZe6hGRy3bIRQUIzx8J+tKcM85OPiY/ndsBqbTG1o7CFnKh8TlmdkfcOcPOywK5dxYmASARITcaLeutUaFO1qBSHyacwsqHGfKw3wmzARPEklZF+8LS37AtP4SrZXw40m7TCyKE3RVqQE4HHovfSQFuTdZAI2H10aBpRubGeLzMqyM7O4CLxmdzw43vV0rgck38ExtlssgYSAeYV3nBb7yXMQXETAp5KXAOrxIk8VtRzPLsbPFKbcazUUvW2Lhr+PBIr1tfornXJ6HIQXgSGu6PxGsUiVjwWUzwiEoHFYla3ZPBy4xrC4mxPV+Oc0HB13DyvcdqQrA0TPI9h+EPjyuxD77rjIXrvnWeLZ2C3Q17LyB8iog/ee4Fuf0AapzA7g0QiUHwO5TxClMcUkt9Zeorux8jrgXUuszM4w+hutVjqMJITQYYzLIeMRNAhI8jBgXVOGT+UMQVDDGV2Bulo4NskY0psUkh/ao3xvKay8GOQaMoczoBIBMuYmFCFql/pbtQZnAgTETaFv43r6tY0lA2U0qmky2aZptATeFcGJ8K6+0ZrzdBt5vIwi1jbNEJLaBplOFB9KdSTimMo2uHA70vwK6R6w9wCKGaNmCYq55ygA5dlnt/PSIQU+gBIVA5fk0YErkM4j/t0WjPAcIFt57XFcljoR4MOETRkM3cEvkPWIWR5a3aGh4lcNCIcUAQSoXJOGtguk8qIScw5/Cj/pnLCkhubkoCM//6Pb7mdfvXPPrZWWxy5wmLJmwhc7HhRwyYUnAjGDKsVo1BeVgjyMVhM+7xY8yI1UZAxbXjgerWNpVDlvxNUraipbFPxvlJ7cFFCL2zchAtPNy6G+fui95GZm2LdYziD8gCNTepEpaenH3zkVmAvQ/36xCvQSIvwYhiEYuBASdKhDtrYMWZE0M9Sx72j4Kl4P66LNoA0TsbU7SsjQjKENY0o22KdTtdpZbFZzYmQznUaiWBvjFjQaGKl2Ayfqn7ejyARRow5sKDhZhMhzbhhHrOY97HP8ikZiVCeF+6tFBdnIII8FRud/cVwcCPCogdOBCYzi/WpGRHQeuIoXctolJqgp6GElcs5MrXLIE3U95jDeNOGGKKgJE66huaKBHbMiOAc0c4iKGZHIZyBw8Om4JXXbUGE0yIZEUqFazScIbXVrl/NoMJzBN8vI8rk9W3TJPRR2zTjSIR4TmrzAYwIjHSozX0W6uX09rTgRODLbr7iaB2JAJ5dRkAgggHrke7P56n2SgPdIBAVmXSYN3qyDYvEiSCJ8ojCuX/tR/+Q3vzhB8Qzqk1FUsn2MQwgn6zRNHw+nud9HhfFJkuN9dPbUyIietcdZ4s5dmvalkiEIRsRuFrWZqAIZxiZf9nQERAguZw9Fc7AKaDDPeXGCpEIGM7A9ddQf3yMwmilSHALToR43qxCOsq10llEuG78mBJyRiEWxjgRNPxdP/NVKR5RsP3WPGCGrIKOiNm6iGz0Ir8r5Ozyvr7xXCVYzzFiRaLw3rlOXSvHUKf0Hbx7uoWxcbfqnDKpGcYHyziPKS/F+2RDkjICs+6a6hLL3JkjyXY4F41RzikjAiB8l6lP96INieNLGTLHwxmkINIM38y0Y+4I+VzLvlDc4mEtF40IBxSRe7bSG3hguUZ6tFgyEkFuarFDjrG76kkqxO2GAz/3x7fRN//in6/XGDcezpCRCHISIZKDEOv9r7/0GfRn/+Dlon2p3gSbTrZCxrmXFcQFGC944HM4QyJ5GniSYSQC17MpNtf4V82DxYLeAJsoEsr1kOKRORHgHVezMwwDTVuFRID6cRFWzxIMuIXXUyERjOu10tDAwk+UURIsLShti96PGhHG4kHHFlSNRMBNrIYutg6JFVnJkyl9JLFibqsua51wBrxvzUai28yM3dngFetSUSK2xpAITn7mutuxvWicsgSfkxXPWsCURxa7Ze+FF9QKeXpwZw7hOWWhGjUREFZSidxb9EJhXkc4nIFRKtiO2nvXHn32xupQNJZ+8HTr3ecUS7qae+BPQaxoGBj1PfaXOXyIy8EzErGiRiKMhTMAEkGEM3QS8WXxLKDRk/kjLC8lbxywvHB8HBaMx3W/06FKtXm8a1wa/5PGJUb82r2YWJHooOEMMYQPQnOs+g6e6JVPvIK+4aU30Sc/4XLqmgaMCI62ph393Fc8i372y56ZrtUbhnCfIGF+z3MRZ3iwjFfa8InreWh/2Z/4EwlJZXYGn7KqCM+y8YyWw1B4xlkKJAKVBg+U5MFs8nlovJt02ujgxednf8LVdOnRGf3Ab7y3mIe3pm1Bpjb4rHtg+ITut9YGuSaYog6L0SimoB9YSAS8b3aghD6fDVPWPfVvmhOBn1PiRIjtmHWlgQXrovkguG7ISt80ZdhDms9wLUj6ELbZIFY0Uzzaz30VEsGaGvC96+wM1tIx43eFXEKUn+3YvSyxnknNiPBTb/ggfclPvyWdi2fhfB3uX/YlrJK11vOUWIQzwLlJp1Q6Hetpes8g+wKlc6wyL0BoQR4/Wf8LhJ2BFJmIiRXD+Xz//eUQQmoUEkEbqzisdN9E10mDaOoPXvaxSeRuk20p9xIXwxn+LxdBflg5JxEBgVcSJ5FMpBj/VkYFIguJIDu93piOectQhHeMZBw+EYYzDGlitIgVawaUy4/N6GS0/Oupz3vYMKtNByu30nihlFvF+3D7Azt03WteS3c/tJfOWwxaIYD2KhiVlqQ49WVMsL4OPSFWXBwaEcQEuxyoAwKYIT6U4GEK8cYv+qHX0YM7ZQpAzYBb1t0LT01xfTy4AAWQSCIpJLGiVkTK/pkzY4w91/okqtuBCmQBXWxcUXeGFSdiRVgE0GOvPRjrhjPwfWsLeQmplkgEa+NUU3r0O6sRgfaVvOCaXEkLb9Lbpozl5U+LCKlWVgM7HIYac3vvfGiXnvo9/4PueHDXLMskVvQUSevC38s+GBEOgkTwPuSNZoVCozbGwxm8qBsrAJYB6HXvu4c++Z+/kZ703b9dLRvbjO9wKQyM9rWLPm8m0LPH4lzYAC8UagC9/1oaR3QhxpkeEZwIEYmQjAhBDZbX5s3UfASJIIwIKjvDynAGQ+ElKqGprNRaBrxkaGhdEaonyoz8L7NDIBEY7s5FI9ly40i08/SRKX3bK26mrm2oa0rkzoseeymd2JoWBIcsjlBplfwBOfSg3LDoTUUP6zn/7X25JnKGFy4ze8iH5A1v4blaSIhQvq8atISSTRndwFKsbaBPYT/kciZqItHG8qMbE/qMp1xFf3HHQ0V/2Ji0hfdx8B68pbnMMpxBriuBO8cefzwWAi9F+cAwa8ZswvBxaBNJxBhXZWvapnFYGN0rRgRtnOzV2smXzSaNaUTgucEyRCNKhUPeinme+L75WCaalueVSAQdzuDS2NKCa+Fv/MVd9Dd/4e3id+s9IAJFkyNba4dJrOh9oUOsjUQwjOw13eNHf/8D9JaPBPSPRiF2WmdH3d2aZ43q8ViZAoqGqETIEEkjyrIfkp6mw1NwfkM0smXk2Nkv031jBhFGoe6LcIZsrCMKaxX2GY2A5jawM8dyWHiyDVKe47uipEwdqs1liGdxi4e1XDQiHFDWIVZMykWTGfdNJILaZktrV10hHbwmoBknMkK5oIhD2saGHC2BHMXiRBDoXwWjstrDbeIiNKyIF3I0XvBE2CnLvG7rx+JGZdIa8FX4M+UAruvZZvmpPfAdracZ8o8TaTkpEoUNfCeQCBEmSvnY7Q/s0J0P7Y7Wy9qwDB4UhHj8vvP79Nk//ia666G9DE1VBEr8Oe9lOAOmeCSSRIc6By5P6pbocSLDGXz1t5IoKiMRMP3hMHixaLCEjYvceLBgOMOF/SW96IdeR2+JcFwLtlrbnOs2p+wMrEgZC/ZlRzfSd5EKVD2oPE9IQb4SlE69r1fccjk9/spjufyBYdyOtHeI27luisfl4EXcJWaiISK68yHJ3J+NTrFNrtwweQrPAGOC95YD7S3WZ89f9GFcTmMaVe/H+xsL9hvnOJyBORHKa87szIvyxoxl2FSLWLEIZxDEiqXy1rgwL8/7Qeh/XVNHozQuw6CPGcSKY0gELtL7rMhZxh32PhLJTQ0a0muoHL2pYeF1iDc56yERGoEI0lIgEQ4RzsAPvlHrn44JZ2kNSDkLn1aLqf8bP/MW+s133SXg24w80h7SwQfEgO5zaGAPz8WbKR4tToTFkIkYBdt+48yxuYzrnCU6Htm5MowJJTllmox286ADFdkZ9HXO0WzSmGPZRCIMOcUj62ieymutebROrJg3N1b3X8bsF8vB07RtUz1yo3KYEKIftmddHYkg+mXZ99Jz8nLt5MtmVU4EWQ6RXEPQ6KkNRCElqbwv1lUbsYs1UU1ubMix+pq2Yb3x1vvE32NpMR3l55FRIuX5lhGBqNTf13U+YzHayTMmODbCtWwoknoaHpM2hLKCmljRCmdIThIobA68ZtrxaNVx8LJMvg9yImhjL6OAMJxh1mVeCHYSeU9qjPI9ZBu2RjgRyEs9L/VJXxIrEikEEZVOiIucCP+Xi/RG250hhTOA1d6K/0oIBKPs0pIJ3wdp6TwIEuG8yk+vNw5ILqjDGWSaGFCQoTxBhqeJFSlPVtkaHv62kAg8eU6Tp9+ezNmTtjqcIXyuIsmr5Q3XSBEddlEj7tOe90nTwCSfFSmc7Cx4Lb7jgsF68DG+lGK54dy/vPs8/entD9L77z6XFg1+fjrmLoQzoHdBwjVRSdFW6TEFqjCIQdV1O/DdaqUI4y2T0h03rhmJgISWmVlfL8QIa7/v/D7d/sAOfeCe82Z9x8MZlFLTSCSCRbp3KiJ19HE9nWAbUWqcHYFYMf/96mddSye3cuy7j0YV7bXgr2GuytePIhEG5kTImwn0kGkDwZD6S7wnlQohZ2dgi/7+ss9esjU3eSndU1QoNFSyNk8uFL47oRgqBptaiAMK/oktFSEVlY3z4IEAzVD6JLEiKOMjqBl8JZhKNc+fcR4ziDtzP/fAiTAezqAN7qsyZNTS22YOHBn7XRrwXFIo22ZFdoZoTMt97WDhDI0DFJZC9aACLeCulbmUKPcP7Wl1LsSQv/Ev701/c5E8jotwBirnJb2B7uNmNmVmAcMMo3D4PCLOzpA3hWycRXJVcT8VGoei9sbUOJfQhHjPfH5+zg6O6VAqfT5e10bDrlboN00kQryXG+dEQM4goozisGQCjhATiQDosoxEQH3L1hM3JznkwFov9f2JYC3k55TecdRb451mXWsTzelySIbeYUYe22AtdYdwnUvXYJsHNbfp59s0YR60UC963bRSeWqxMr9wFaz3lrzPKjvDmONkTKxsYno+v/bUVuEI0+dkHoOy7smgj3sKo3q1FO/C+MDlC900rxEaBSj6QpM33Ra6YQccnpxdgdf3FHY1ICdCm5EIsA+wwm6ksYpoM4YzmGTBJPcy6BDB9zBRzk4ie94Yy3r1cJSLRoQDCg6CWl9A+B1v0sUEBBNu+HR4mIisjZfsmF4Nzpp3R8u5vQyTZ4VPZGeA7zw4LdI0PA8HkkzLp24Ok2tiW41zb8qXPHCKrnx9Zjb24pOFJ3Arr7EdzkCjUvNKaWtkbkv24KU6qUmKKBt/MEd4RiIoz5FB/DfmrfG+hF1hnRbLbGjKGQ64/jzxDsKirRftqRHOIC3nq5XGoh0GQSRLCc8s78W5grlMkeLR5xAQrWBZBh8rLRHfo9Y2fbR1zImQLeGhXfkcHYpkHSeyiRUnrauS/RWQxqYR1+4vB7r33H5U7KDObExyTtRnzGK+HHzy1vO1vPHGMnXbuEztoSLK8FX27pyHFE+7857uObe30mMsmJqjp2L9cIYgjoATwcsNMIvmJLHKFooR/GShT6z5O2dnkOcShbmIUzzibXnNsQQV46NGOMNEECvKa3mz+Zpf+Qv60L0h1aK18R4G24iA76HWrSzEhfc+bW72NCdCo+cH3DTJcahFIxEOZkTwad4hkutC27j0fvFZhN/yoCv4AiobBkeRvwDuxWV2kTzS5ERwaj0BxnSivJlNoZXCiJDLxLjwYQj1wTRpjSvnLb6uht7SoZmOiB6IyB68pz5fEytyPymQCGnO5bnINvQThYwfGonQR6O+NoxzebxxbI14/5p/YrISiQCZc6zNCIQq4j03IZzBQu7p+xMhJwK3S7ZPIBEqGVhCPaTDge+ZjDhDGeaI4S8WiaDcgMn0urosruvXvOgG+qZPfExRT93/alwbKNrBh+etCmdIBifDr792OAPcg8ekNsZtTVu6+sSmOKaRCOxZT+lXjbrgMWut1+EMyRFAsl8SaZ0uEyuKfYr3RegXn2MZJi4AsSI/Z3Y28tgbvHIcxDJx3kcEGKaVTO30nrYm9XAGIhKKHmZLQuOCZUTA9qS/7Ts8bOWiEeGAgjFTtYlB5zWuIhFIGg9wEtDz1RgnQg1ya8k5gAixZbBXZbMkmFzKsywnBBZhRDCs0yyeSiv24D2982MP0t1ngydi0Yc0TF3TpAJyOIPkRGBhJXPalkRa+Ioyq/cKK0JFNCcCl90ppAS3gyVZ+mFDmy3vFGNT5aJvxewLWLaVncFLzwmWg9k2+Fqt7M8jWR6GfaDCokMCwmSKfb2ocjiPyrqmdqh3ie2aGPGP+Xv+HHwlnGEoM32woJEmGbAgBlISTNYNTwUnQvS8lOmh7I2sVBSl5HlBKoAWzJOoZGhuVIzu/Rfm9F/f8XFa9EOh2IXzmYiQ62y3mYg3SBJZhAqifi5aceHNCIr3MZwh9rMLMFftLHp6+T97I/2HN99WrxRJI0KYo7XRxm4UGic4BzV6l7TC2a8Yn9weFoSSJ4+fy8/YNAqlcIayvMyJIBWwpnHFuEm/weNGTgSGivJ1r3vfPfRt//nPxbX8rh7cWdDr3n8PEdXDGaxwA+yztbVqMMYKnrqvkAh6kyC9wsGIVKM+WfaHz86QjO+GwQw39cxhwDIZCWew2sCC650IZ2hkOsZUvyFuaEHBXQ4+hwlGtISnEu3E43hQG0uiOE86is81z/uWGsTx8JZo45pzRF/zwhvo+ku2i/aGv8MnGyqJGCUUvpccM7If4TPT73lr2hVIBE7h6UhudHR6XG2wGwt7w02yjUQYivK144hLxi4SwjGYZFGFM4j+VsaF3/HgrpnONRErVjgRNAIz1CmvITqcB6vlXBlGQZTnF2FgHbThtDTSNM7Rix57Kb38CZcX9az1PxZr48zjUhgRhvWMCIguxXp3TTlGa2I5ZVpjPr/psiOy3sqBwCkLLQN0Xk/qugdRbm8RzgAnW/MEpmnXXnmLiJR113xe+GNnH5EIoQ6MTpi2bQqDkmu+i3XA51/2/V7NQeMpHuU8jg40Mb9DKtl8brk3e4QBES4aEQ4q2Qtgw/iI8uSfoM3eq8khfLriUypdokwcuMpCu78cCjKimpyDcIYwCFx1U8MDatrmyVG3kYhMaxz/gsLpDInyZDIMnj79x96UJgeG9bUAXUwwW0iDhDJPSAQ3ikTQaZsOKnhdyM4QlUieuMREipO2F8cmBRKhjB20lNqakYIoTIqeIBaOvDgPU8HxMfRAE4XJD+uhPTFaWWNPLT+bdZEIuHjp7Aw1CzLXhwUJwQZfCWeA46jwbE5ac1OX0QNepMprmzoSoYBXuhCfqfMk67j8Vz3pSvrsp12tFjNflKWliwaKGhJBxsE2plK7txjUs8zXY13HvCesNCWjQUSt1K7VG2HniJxafZhxPSMR8lx1dndBD+0u6P4LcxqTHB8ZoY2eqkgrcZ0iU22cozEOEjPEoWgzvHPkSwGG6bGN9ViKR0dhPM6Xg5rjynGTr8nHj0JqUTbaMCnj62+9NxFismB/4TWkHs5QXjN4UDgr/SobVPIxnOfYS8RKrR570uDp4mZ5HIkwA/TFusIeVm6Fc47+4DteSm/49pdQ1+Q1aFBKMyM+iEoDad4gykY5J/sOIgzaVoYepPr5EokQPN05dpg94nwKGo7RQaLXHCYd7WEdt14nE1daonUZ5xyd3J7S933mE4t78jnhXqVhiqg0but+1DY5FaNeVzcndnYG3rCKjaHa5DsnUzyOrRPI61SgfFx8P31+P9gOvr82+DgX6pLCGVSWiioSIX7/qTd8iP79H99WGhHiJ2dn4P714M6cPvmfv4FuvftcKF+kg851y5ussEZI73MOgRO3jacsBnv95mv187XmGv1bTSzOGt6wF6G4xmaQCIwI/QAGp1LvXDcOHtvL3VqDlhrn6KZLpRGhikTg4oxNOopVPR0uZBmzvTqXKOiamQQ9n8sIY2wHlyvRDUFw/ec6cNrHSeciqbY0InD5AtFqGC40EsG5wA1kIm9I9q9+8PTBe8/HMZmPT9VzIiKBks3HHllWhItGhAMKpoCpcyLIya0f7AmrQCQY1i4WHcPjvU/xzvefn6+PRNiTrP/ItBzKRiOCJOzRIRSWdMbCwoJXpA2LeobLYUipBvl6DRPSCjwTBXZtM+oNtIw1B5FCKU4bqPC+FxVvFp/HSkInOBEkYVVq0yokQtHOoIRoCPQ8KmQynCEqZdwPGeqZ0uGE49rTomGjGNKh+RNk5VQ7hGe45ETYmrb0q3/zeXQMctkTldBRovAu+yG3SaR49HZKw81pK57vHEJpQrtkW8fCGSwkQtc0xWZaIxFSzHaFgNMqmygobv0wmB5WneIRDXFFOQJp4cSxWmw6CkN+uc5MrFjbFCfFMf7tyJVIBAohKPzsMU80b1xrSAIWTPfEKJWakVRcJ5AIcTxD31zLiFBsfvJ3K9SpbWxoL8tEwY51+i8O38IrOZzGEt030n1UikdEgLDgq+LNvOW16QeEXefjw4DhDPY70DwreIwor12sIOvxIcjjGBFUed/LYaC2dTnW9hBIBOz7jzq1RY8+vS14eVg5ZdmeZSNCjVixDO12wjiNRt4JowZUEwdfrnHa081IBErzKN9fIop0eCNvrLmvW0aMXIficChTeUCTISO+vyKcgceLy/PZhf0lwK1XhDPAOqaNRZvTMo1hP8QUmQREjlCvHM7gFKS/vnGdpLZJox9RMGQgF1Qili08xXKenjQNTdom62nq5rW1G8fJfRf2Da6H8KkNbG/6wP10693n6Z/+9vuLcrJOi4ii0rDiKM9nEp0bPnEcevUMrPUMERBaqvpIun/+ntbApCPqc+2QYcygk0JtSK7lXVOGHNXECr/VSISmIfrS515HN19+NNe/kcgjNlha+oeFKDCJFVV/z2hC1FmiTglr3/6iT2UX4QxCh8v1kRvv8Aeu/yzsbJxE4uR+8Dmcoc16Na63Gi0U7on3C/1oY9LanAi+XGs+8f95A912/wXFB1dupz1JgwW395EkF40IB5QTWxP6iudfTy+9+bJqbCcOlrahkXCGKDxxQZcs2V3lwB28p8uPBZb3e8/vrc2JsIpYMSiB4bsm7MGxIO4HI2lixMnlepfxdFp5W/SB/A03bis5EeLfk9YVXgxNOvZXEWnkAVRFVOzG4m+JNBKBLaJxUXXyeZnEisKDjxDXcI+deQ+xcPG8tEEeCmMGL1I5XjRubpOXX8G1DCMCT4iO6gqUnjQl9E391ns6tjGhp117sigH319WPCX8FTkRcNyh0r7RNSKcIYV8QAiCSInlJCQTRSsbjD5agjdSt3kZyQ0RsRDOtZU5lMBb4MnysOoUj11jh5hcc3LThBXmeMFwfMxi3jMSIZHLSa9kGdesynTleGRvHyvRFwDOyBvIVYirlO4pKhRaQanJvB+EcuQ0EmGkD9fOweeHGxVuA8YPW+Vp8lmvfkvZGdC40KzHiYDfua+zsnhur1TeLINWTeGyCMFkOINZPQijgbEiEF3hkxVkCwXE0rVNzCNeMyIcPjtDMiKk++bfuhaRCJITgXORE1nEijwXa2JFaZxuHD7fbChD8d4X81U/+PQsZ11LTGbGdRfEig0gEQRiawhhSGCcaZyr6h61fijmFVDQMYOBqDuus7FdX/Cv/oQ+HskYtdGMxzESK44jEXI/zmt6NCamMZjXmRTO0JRe9nWQCHpe3Zi04v1whhUriwXfJ5QZDNY59am8d6PWgvw9d479RWnU4Ot4nHH5lxwJhMAfO7NblINrCM5p+AyJSBieLZ1YE1IL9JUr56GMmqRCVoWtaqNsqD8jEaToDGssiFjMSAQJz8eMFavECvHQ/duRo2tPb9EXP/fR4h4mEoG4Tvk3RIokMeqn02Nr40MD7xLLQl4BmUVOc8TkciVpe/jETHJ8LBkRGuY8IhOJIIgVkRMh3l+HcDeOaKNrKykevamL/cEH7pN7H5jTHfSFMVT5I0EuGhEOKM45+oef9gS66bIjNHhPP/8nt9F1r3ktnTUIC4nypGopM8kzHv/GuWI8nCH8u4yNCOdKa3JNtIKI8Y9EYQFnC3RGIshJhEiHM2QRSAR1bw+UMzWio+XAnAhlOAMr3zoemcuYtI3wHoZ7ZlkVI7dKNCcCPwIXvfB6Q5zPlQpZ12YCGJ5AtQJiKbXn9hbpGUj22YYGH97XVoQp86sS4QzKmJGMBfwuhkEgCrQHvlDWwChkEeWxFH0Z+1sRzuCryqfcJGSlV1jBl6iEZEUFJ/iNSSuU4xKJkMcA36OKRFB1bVyOOSay4yn7aKzRoUS695hGhFi21dV0ej+M0eV39+RrjtMffMdLTVghhrUQjVvMGZrIp3RqQ1NjWMe26fZxGjUznIGNCKuQCJjuyTE54uq5cbHM4Qwu/sO5SaMMrDSwY/mgsV+m8TdidCECLhqFauFKzrqIRIiHGbatN6LpEleuOUR5fuUxYsVBm0aESrw0315AQL2tcMpr87kslmF2M25utLe9QCK0dSTCYjnQFFjdGcGyjgyeYqq6vEllmbZNzpHu5ZrDij2RFcdPsazyGLYhzEW5DJMTIa4n+HwWEAK1EdMdel+iAHijVgvD0r83jasaYGrrrc4Aw6dxv9UGUgwPRUfL++86G56DgvFrw23rHLWVvr2lkAjI9YCbVk8lUsA5g7StomJg+jf9vjZieF3SDxpXOHeIQE+Mze0aR5PWVVM8SqQA1BPqjOn49H14DeRwD11v7MOIDESDsWVoYbHQuahDsVE51bspjfnJCGb0tVU+I+v+iDRG8d429CIKJvcVaaDo2uYASIT8XRv383G+tzQM4Vmb6yARKvdNx5IDRjoRcb1JxIowrHaNzT/f1wpJTaioKPx9B9b/gLJ1IpyBDW37sObzi1yqfpPvKdvG7QlIhKbCiWCvf/OlDAuddmVfGIx+cxGJcFGIKFrhiOgnXv9BIiJ68AIYEcDi5qKlHhcE/C18kvgkKqHN2nI2DJ6ObXS0MWnonrP7K5VrlnP7GolQWgsZ4jmORMjfxQJlDFhsE+sHfJ5e1AUnQlKWxpEIaETQkz0qKYcNY2DRC2BimqewiFkhCOHc3DYi9hjn31iZw7XCKuv7f+N99Ld/8R2hLOQOaILHbWfeJ5ZZzYmw7IdCMdSbR++lMaBxKpxBKWtIEqU9Dii6Z0pov4aSDiOkY/k794nGOYHawHHTD2W6UCKi2aQVfWgOz4jLEAqS8vCjFOEMTm5erEWcDSU6j70e81YwAl9jGSW71iD6gu9EQWl2Til2vOlTSIRVUwp6nXQ4g978aQWExwyK92EuGgtnWGUsXRUfWb0O+hBvHgSbfYFEGEcKEUnYJ260MJwoM3+X5TE8WT+7cG1O8YgEf8zJYUnjHL35730i/f63vljMzfy8axtbItugZcWPhjCXUhHH9uFYePttZ+ih3UW6Vv9uvbtaOAPOP13jhDFPy7z3NOmalE7PzA9eER3OgPWYtE1CDmhixW1AIug4fi5CjwlHciyhcYCz55ScCNkQxtLDJnXWBSMqMv47WAtwI6jXWkfByIx9GNfwsfU/1w/mPCo3SwVpsAfDMpTJHnEN49e569u2jkTYmLRmXnuGh2fvMut1eS1p9Tw6YmzOBpLSMzmbBL1lDoiC4NyRa4PuI13bUNc2aeOtjfy19Rif13xZhsbxfZIRIRop9JxuQdP5k8OXdJhjSFkazzF0Yo1E0GgFK6Uyl6tlFfJUZn5wojy99NZ0O2vjSL40Bqy7b5SosvBZhKclxwDyNslnwCkLs+EW71Heywpn0OE7OjuDg3bh2ofefMlHZIcWBGcU9vXwHZGIiz7oBVzcpM2ZaeYCfch1z+9rIp5TNlykOkYFfCycYZ2tgzQo8cWlHvUIsyFcNCIcWuIAYpgtdrLBS9K6ajhDmq9KpcuCKOJvQ1xYLzu6QXef21+7YxbhDMob2oMXdn+EE6GGRLAgPakNlDeUmi35H/y1J9CnPumKSDDESAReLOXA58mN0/rkMIEm/i03lWnRX2WaXiHyHedplzfblneS6/2777mbXvhDryMi3uDwBJpZsnGxrRF9vfaddxKRVO4YFr+76GlrJgl1EidCzHpBlGO9tfU9tAX6biMVAK2saSWg9njHDGIlsWIdiSCJorI3SC/wzoVnvLfsC2s6UfDE4bviPoioARHO0NS9arqqDJ3VnAh60eJ42rQwGwPY8kq2bTmfsJQpHkskAm9krHAGzVOyymKOm42myfwUur1EtgKiFW42jnIYBqZ4PBs3mjW0Dwume+LyrXGp39uil8p906jsDNpwaTz/ss12HZdQR0Y4jIYzcHlQv9ZRUqqWgCxirg1LGhfQazdcesQkw9VGQnltWaaFRPDehuFaJJUP7S7oc37ij+hbf+nP47XlWODnjAoae9l0CKpAIrRhfNWg9os+IBFObAaI9oM7C/M8S9hJkDOTQB1iOEPiuoHntjVDYsXSWEBUbvyck88OveO8aS10Bcqe9NzePGckTgQPSATYRKFhQo8d50Lfy5wIThgRNBLKEu2dTOuQWudZ+gHqB41KsHojFpkozzk1TgTnMmR/DoYf/i3cKo/BEAKT5xU91tioYwmGauihrp02iS8HjQjki40uIxFYNBKhuo4qI0KJEgu/z1Q4g+4LFtKB31OYy0u9APsWLtuZVV8hCYWOUc7bY2m7x5xGgzLm8PUp84s6v7buoBEh2xBkkseDcCJY+4RiTuByBQpGpnPOxIpcXrlJxxpZ1Uvjp8nvFM+V6TxtI4LWe1CnQSM/3p+/Y4rHRT8USLPgoA1juou6qrXmW4YLnZ2BORFqKR5rPYkN4EQ2MofRlSi1ELuHq1w0IhxSuF+ejZvyuVI4k9W44ewMUhEgqndMonJQo0Lqo3WrcY4uPTqju2Ns4DqiSbMwSwLfJ3lnCiRCqQhie4h03HppReAJTC/q0xjft4xegbZ16QFp4wDf+1OfdIU4PjGUEH5O4Z72M1lXsJ2epMLRGJvZXAdPP/76D6S/UREZ4jMJXo98A4zZ16In3SOzkKZqZ38pILNEuU6L3qc+lDYdTblIoTcFFVYiixMBngGNxyDWDFDau8Gs6ZYIT2ObFTm9wDfO0dFZR+f3liYSYaOT4Qz4jEK7pBFhzECiJSiszH6eFxAJ0faJE2ExDPRDv/U+en9kvNbt0NLFsq3NkY6LRKU2IRFiuIsFMeXnm8IZVix2esPQAsS7lusdkQiWp4y9V13T0Pn9vEBnJMK4x9jySugQJ65v7VqKY3FhbHxrf1vHaorjEoyemcW6PJc39RabeeNcyqbAnkKGQdfGj+hO8D2FM9SIP8g2aK3MzlAxinJT33dngKPf+VDYDPawBrHwZnUT5rWNChJBZGdomsjebffjRYTHbk5b2pg0dGZnPOuHbCNvhqioxySGM1i/bY9xIqhNTDpOEuEmeEgchxbo+gX9Q6Z4zMSKMzQi8LtKn5KsUc/PvCYgT4G18dHfUcoUj3lTHO7pi/O5/2GJHz2zQ0Q2Vw8RhDPAmMBMDAxhJspjSCOrkjEhzuVNg2kA18/OgOTQ2mC8mdAwkjROGlvwXbl0Ho7ZwohQqYvgRFgaKR7jpw5n0O9Fk0oS5THPOi86JbDuRHJcprlaZbXSvAUlJwLXpWzr2JrdG2VjOdoAUUUiWOEMXhrKELG3SvR1RAbCxJX3xvBfojI7g+5L4cd8zKodI4A0GSGf27j8HeeAPRHOINdQS+9Ah1woP/y1v8wZXhb9kAw205givY0Gqfky/8al47zVGZt7gfKhyIkwaYpMLfq6MZGOp9wXyqxNK4t6WMlFI8IhRW+Ql2ryQ6KiYbCZaAtEwggSoQhniIrCpUdmdOdZmY5rTM7PSyQClh+QCJwzlZnO5SSi61PjgMdx5xwJ+yzfd56s70304gQIOjIxa+MAP+sNxaydwh56OSXVFgaWdTeIBSfCkK9vGldFD3gvleCuSPGYDREstbIsY8XRjY68D0Q02wnGFp4BQ2sXEM7AnlAr5i4s+uG7hmtqTyUSCOn0W0REP/rqp9FXPP/62M58fDUSwZ6WsC68gIbNnlJ0iWh71tGF/WWK3cdnyzHBLBmJkMMZdIrHWt/Rmz9UWAdQJgSsL+aobxtHe4uBfvz1H6RX/6s/Kcq27sgeKmtjxMqnrHf+TkQp3EW8cwWbXDecQW8YRCx1JVMBH7UeJxNpMTkgwhkPyomAOaOtDboZ45gIR8NcsRhBIljohrHMMChsOEAmf8solMMZohEBVS1neDAjDLo2fiSxItxnJJyhFiNMVIYz/Ps//gjddv8OeMrzb8KwG7+/NxoRbozpyvgUMT/EZ4XG0a0KJ4I0IrgqUR9R6Cfc7lNbU3pgRepQFF7fuVin5qXFMqO+cF+3NR3JzmCgEVkEJ0KTn1MTx7dJrKjKYYQfUXASsJc3eXKb/M4aKLMcOzGcwTDu6PrXFG8RzuA9hFxx2GJpWOayMByB0SO633rVjzAsD9fV1jnQdWTcfxP1D/43eAOJ4FxhgK+pEilUYyjDGRgNwXVgJFb5nPJ9iSKxopG6Ud+zqAtyIiwNToRYfhHOoNZZa3MmN9KZ+yefZ3Oj8BkiO4OXqcxtI0Jdt2uhT2tZ9tIQr9dJfU2N98MkViQ593ftesSKek2vcSIko5vKIIXPQGdnwPpYnAgWEpIRQFyszp7TuGxFkFl0MI283LdY88PgpVOMh/98OdCR6PRY9D4Zv3i8swETjQjrIhG0UaVxjjYnLe0trXAGX/QvJhlFmZicCKXR8CInwkUhIgsOK2O5MoNySaZT40LAMi3vAv7GEJxLj87ozgfXRyLsVJAICOXOi0cdibAOJMepCcN7SpMOL2QpDrBxNGmaRKw4xonQD0OCrBNJTgQinWs4L7rrWObHxIJfx5YG1vxaOIP3yeAR6pknfJ5AHUnPXc3yvani+YmIjkIqxE1lgcbMAzmcgReBcI6MY3UCOoqPRkNwl4Onj8d88iFWVip0n/aUq+jU9iTWB/sOlKHjX9dFIjR5DOkyGufoyKyj8/vLSNLZFAssGi8SEiGhBryw8gevlFmlQgFDdvzlMKRxognKulYaaJCJmMVUjJwTXkXxW2PBa3keCu1hSDUW3ajxsQ6xIl6H98oezHJjEz5j20DdvvbUFhEFJXoYPLWOohEBiRVjisdDhDNYY2kciRDGhuBE0EYEixPhwEiEnNHFDE9RXDSDUqh5nmYiq2tPbdGjTm2OpHi0N3g8b2okC5FMR6lF8wj8g//27ljf8hor08V7ohGBUxVnhbd87rhZzZwIsj4ynKEx41+Jwtq1HDLa6NSRKZ05kBGB44FjOx3e1wmDLY7h7VkdicBSbhjk5q2B+ybDXdE+Sl50lpBCMHMihGND4XWede04J4LjsRHK2lZGBEth14JFesrvMSERLE6E2JiPRfQBin6WXo2XYNgN5+hUrhqJkPiCGkfkskGRYck4xzauDAWsGZuTDjXYxIpElDYwzG1TkO6yniiIFdEbvV44Ax6d91Z2hvCpjZQ6hMtCGPChfvDJ+COq4YCMz0AC6FDUIsWjapKVCSbfKhyzxhpmq8LrcziDLO+gSASdFWwdfbn2HvR75eOoa+lMTJuJG6ssO60nChFk1QedQzoMogGEBWZyQFSX3Kx7ocPhhl7ypITv8+VARzfYiJC5snizzvefR5JcoqzXYF/tjH5a8KbRCCcClWvNNSe3ivOwL3A9PJXrz1jWq4ejXDQiHFL0ZCa9VhAj1pSp//jSZEUlJ44TWd4F+Rt7WC89OjM3FLWOit49rh+XmfIuF9kZGFabr7OsuFqc+h5sCFLx4ufGVvVl76nvpcVfIwwWgxeeJkydiOfxc2CDRZUTwa1HnKLPyQSFFMmm6uEMrCgQSRb9bIdYnZ2BKCjT2iPAEy1RmdqHORHmwOKekAhNaVxhYi1ur8VDwPJb77qLvv4X/jSd2zhXnJONJfmYJBmUbRnlRIDjE7A8W5wIRzY6Ore3TBBUfHcbE/kMWUli7/ngfYKKE1GRpQKlQCK4jERAEq0C1qc2/JaSYt0yIREsz3UrlawO4iT5tXD/MBXAeGxn3tMH7jm/kmcF78UeC8toQlR60/naN377S+kXv/Y56b74bDDWmjkRVpEk7hvhDCbfgPFw+VoX/2FqPSut7OZEbqBK2KJdVzR6YlpRLTyfcTGIRGidS3MKx3H+1Jc8nb73M55YJVbU8zELwrP1+L3x0m0iIvobz72uKM/y2hARvf7We4lIGiq0kZ0oGxHY8IP55fV1W2uEM2gF1UrnRZSNzLzOndya0v0HMSIMkjARv4+FMwgkgp7jnH3ckURrhQ0+rDvOdjg4J98xb+qIssEAwy6ff9Ml9KOvfho9/sqj0Vts90tHDM8Of5dIBPheNSIoBR4869Y9hyFvPl5882VERPTSmy9Nv+v+rjc2bQPhk0tpkNFIBC+ebeBlckSJsBn7lU6nOsaJwAZ4G4kgOai6iFIT/daXeuOkbcRGctrJm9eePw4bG4kQPmcqzKJAIgjnQ/hEfdL78hkJJMIg+zVROU+gHss6hlVXq6ktPCctOqxEr4Glfm/P5ZITIc7XJN9xp99lRfQ5yE2FwvsFDZ8XPDec2WcEdSC6l1E9Dj8owhnS3FaGMxzfnNCDwBMg+NYGHc6Qj1t1WfSIRMiGgkyqHQyFcwh14HeAfdUiANUGFOfqnAjssEXRa3+ol5wL+D7l/Fxc+rCWi0aEQ0oZM6U2rvHJNq5MgVSdCKGz60EtrNI+EyuyF0dLraOe19kZwDK3VEpGRiLEAVHxzNX239rbifB3zZbcRqv6oh/SRjIjEXgBzl67tnEpHnDRS6VQk/NwG6uGAj8eD5zbIP/m58Xe+7EUj7wgE2X2ZSyDFUKWKhJh2hb3OQIeLs3Km1I8ijz1fM9ykWoauXgJYkUVznAXcHEwUV4t1rfGp6Hb0g9D1ZNqhTNYWTGcC8/kwnwZkQ2NWGA3Jo3YFHIdmMfAe7VAuzK1VKpvsfBL6Co3TyIRhsQez2It4iYnQuvEhkDe2whnIB7f4RjnqrcWc67Pz//JbfTXfvQPaH/Z1w1vsX7JKxyVxXWzM7Bce3qLTm/PiIhod75MkEetoDJEsmaoY8EUj9m7VT4rS8Hma7kvYx8pwst6T9szqUhob1NNV+BUeUyI6g1Fgyh7oLIhiuhxVxylJ159jL7+JTdmJEJUfJpoAFwHiYBdCz0oUzV+f+yLPoE++P2fSk+79kRRnvba8LUvf/zlRKSQCPgs4/fb7w9eZV5nBmOsJCQCKG38fQyJMIFMJTq0RhudT21PD8iJENafpEyL+4ZwBtzos2wBJ0K5MSjLIgp9UWZnyGOZUwvrvjn4EonA6ypRXt8XvRcbkk97ylWp7+dxXG4wazwPXCesqyV6w8Dn4byp28O/XX/JNn3kB19FL3psNiLotZuvTqkhYUzM+xxn3bgSso+ZiwIKgUMxs4Eb10e5drrqxp1RRf0wFHPgRmeFM6jsDCQdU/zZjSARqtwosBbuW9kZ4u9aD9TvxfLwJqfBwPw2JQIqGRGgOD5FhgXLucAy0ugwCvmbLBsFiUax3rVn9iX/5s3mcTOcwcu5n7OGrUIj6H5RC2fQXGHpHFeckiqiidnDT9i/yrr10XinjfHIa6YNQsc3J/TQjkx3n8uT81viY/OSiJIvkUgEn4yFGMqakAhdNiwQyX5kcRVYoRkBiVDqF8yZgLI5bemxlx8Rx7TOGJ5LUZz5rB/OctGIcEjRk5aOn8UJQCuxrjK54Z+lYiAnV4ZUzrrSIqbrg7IzX9LxzWx4wLRufI8EY0uLmoTVFvVzRJ/79GuqEzxRXoj5Kr7vfp/vwenr+mEQGyC+P08My97TJHIoYFvTecrgkhbdihXBkx9Nb5bbIM9BRXGM2KcfpBI8hdh1hmxvTVtRP+4zz7vxND3uiqPpeAhn0EiE/D5rKR73wWvInjiun3xPCNeUHngdzoBWWzaCWMRgWnDjrb0by76ORLCIFZ3LaItclxjOEJEIGgYZUpzla+ZJScoQR73w1ON7VR0RidBndA+3mTeMbeNEbKol1q9tGiPlQjRpZT2x3fz+t2HTT5ThunjsvvP7tLcY6ML+KiMC0a99w/Ppez7jltR2ayNINB4aMe3C2NdIBL7H9rTLnAgrwhkSEqFrQDE9eDiD3rzp+y6GoZh71+VEYBh51wSjaQ1dobPieO/p5NaUfv0bX0jXXbKdlHzezGtvoBY8jONSb751HbSXiwUVrvlyoHk/0N98yY30g5/z5Hg/nM9KfokEk1a8EBKpFI0InFXEUeF1yu2Tfb9TxudUFxWmd/IQnAgMcdf3naRwhlwPFszOoOuuNzHf/oqb6ZMeH7zu2PescAbsZ7/w5tvoHR99MBo98z0kEiGGM8SwQC3OgUGn4JuRcwyGaBApGHfFaFVCq+U6X5CY+lKJR8P5RHngWclAxA/PtXuLPo0b3jiE44oToUFOBBeRCEMiLw3Xlyi+2nSZHSEln80s1YHDGZoynMFn7gh+/l3byHAGzYlQWbM0EqGYm+PvOpyhyM4gYvK5buGTebuYoDKd57JuojMvEJFK11xmNSvRR/k3LRheoKUMMZbX6PF5z7l9IirnVjOcgaTBIDm3hoG+57+/h37s9/+yrBBZ4Qy2YSMZ/ZXnWzvtQpll2WjQ52usZ8TGUgy95fbxPTTq59jmJD0rfd+g11t1VEgEJlZUSATN3cNonX0IZ0iOA5UCPd2TdTMwzIfrgnOpnuJRvoPNaUu/9g0voD/7By9Px2RmOnvtwXs+UuSiEeGQoucsoSR5SMfjSpi7tp6mDgqF6kGNfw/Re9U4Eh5ulJpien6/p2Ob4BHhja4v4Y4MV00s4YQTAlhxydEPf95T6EM/8CpxL3xErOzUkAghnKGJsZs2J0LmbRhi7mcZ55gJGGVcXQ0WxjL4vCBqTxyKXqi010ILehLRiNC1eYNzPhkROjFR8WL6E3/96fRbf+dF6fjmpC0W82MQzrCtUjwmI8Ki3BClVFGKICkZF5SnRafSQiMCK5faE4NKBQsqmtq70Q++CsfGwxNYNPQmsXGOjmwEToRlMkhl2Zi0As6YeCMAaiqUgzEjgqp/4xy1wOGhUyAlxvARjzGWpYXTR1qb8rD5ln9zGbw4bqXNmJyDuGyiEFbAn2N1bJyjmy47Sl8aoe5h8xENfQYkGUU3bXPaBiOC96LfbUxa2pi0dHaXkQjjKzASK1rxj3xvq1VsaHEU+q1mCkfph9LwWMtIoWXR+4jacWm+syQhwEDpQ2djCmeYc73lZqwQNCLgWOpwI2LH31rdHxUuTnV8+bENc77VGXO892mOm8fnbsFsea5i4+jGpK16H3HeYOMHkRHOoDh0Tm9P6dzesmp418Ke/mwoyL9N2kYY+USKRwMCq4Xb9LdeehP99N94ZqivQiKU4Qy5fd/5q++i+87vG0gEQBpOslHemmMwZEL3TW0w12gcL86VG2wWvRasRCIMZT2PjPBL6Lp3bZ5rd9GI0Lj0LPZVH2xceA4uThaBE0Gi83i9k8a7ytoFHlA93DeVEYHnbZGGjkro/qRxwrDPaxa3tbaOoljhDPysdapvrccKtBiTPoJ3eRikU4KIIpdI+C6zM8TNn0KR4tDld2LV1Vqm0NOtJTgMyuOZSLYsD39nsZAI5KWvmd/Lsvf0M2/6MP3w79xqll3yK4XPWjjDWHaGZBygck5FskUel9YKxFmk0jmwDhEpVElE1x2NehfXD9v0wM6CTm5lQsKMgi7RSd77EM4QHWSBEyH278R/EObgeT+kvpodB7lAkUGFDReDNFg7N86JoGUr6iUnt3N7rL5g7cMuEiteFCIqJxkZzkBgrR5BIpD8xDJXIRHYUDHr7FdYU0wv7EskAi5uvGil/MDMiZAmY6gPrCeV/ZVYTxs1qfEEj8SKAYkQJncc+Bzrx23CFHlE+dlPAabJ4qluXU7n+EyytVExyqjmEBFMEM42UHRpE+DFM+KctkTZiLA9a4WilKDVqjrTrimU3WObSKwYwxlSOeEbxi/nEIpSGUclUXtauD3cVEzlExRaV3g/LG8AVl+3ZTQ7A3pMG1YEyzIcUSZWHEorPY8Zfg68mVkCyZTIzmB4QFJb1DhtG8mJkFM8SsW2betlpnYYP48hETSBZAft5jGxmTgRcttYuD5sRNhdLKverFC/8l3XWN3zRjgu2mo0bU1b2p33kVhRGhE2p03apK7iRLBTPJZKsjUX6HhpFIsTQW+4x+ZsFI5F7yKRbO08fgYZ/uvFcyvDGeR1Wmr9bSycYSzX+v5ySO+Tw02Qn6VGrDh4H8M4wt/zkXAG3rhw2EwIU+H2yPrgvCE4EaC8P/zL++hX/uwO0VZWBNclVwweVujL8IwmbUNzeC5YR91fUPg0m1gRDPZgvGDPrNV/9FtbDkMyts7AM2q9XtwcWMz92I82JxqJAOWg1xHWFCwSvaGZWFHO54xOQtkaMSJw8WgsYsOa9ySgzxsKdZl4FMCY7mKhjJBs1TjDDCZ1JEJ2hNQ4EfbAGdI05cZK9xF2vOh7XHt6i77r055AnxjDirTgO983kAj8czaw2EgEK9Y8ZcRhJEIjEYSObLI/HXrGxjFNvqifrw7xQLEcGCy1DEctIBwtQZ4eItv77Em+O9anV4VM6eqkLBzaMRNvWTp/yveRkQj5ejlGeY0xNrvReMf3QzQl3oOIUkY1nP9PbU/Ffe89u0eXHp2lv3kczpeDcFDi+oDhDFMmVkyhrKGO82VfoNN0GIz+rhEazoXsDDrMJT8n+bdOpU4k186aQZSojlB8uMpFI8IhpUzxqMMZwndLb8jEdXLCwjJ13ys4EQY2ItjeDQvC2w+edhe9Hc7g86SaYbKZr6BxcqJZhygG26PhVRYnAqfCWSwljCqHKeTFDDdrfFyHPRCpcIbKCu+J0gSliaJQxpAI1mYrTViDNGxMYINzPirfm5NO9BVWgCzDhZ7kLGJFnqksJEJuj6wntyWF4ihvVvZ0yM0LV1QjF4hWcyIcNjsDQ1gtLgrnghFhbzGEuH61wLIHl++dUzz6ZBxDL3NgKDarVMYxwjNYQvwrl8tt15wIWHfrOwvDXC1UP8fS4rm6z26kePJSWeI2c4jNzrwfDbnQ1W9c2U4WnWpKt21r2tHOok+ZWfjZbHQNbXQtQN9XcCL0PTUubNhy5hmNVLGfLYdWOVcqDUV2hr7k7tBVq9E3LIeBHLnEiVAz+ObsDPHZkaz3LBErcngSK1mrjQjCqCk8+EphdeX5KPxe2IhwDEKrRDjDINdHVMbZiMfPWIQzKOPXxqTN4TeqUoIEtslIBJxjvvjfvJl+8DffR0RZiT0VjQgPrMmLwLwdXKokn5XhDKsMhSzSmy2P4/zWOFh34hrJ98I13zmpoWA/y9kZ7H6Ha73VN7GKBRIB3h3GsPNn1zTpnK/992+j9999rvBiF+g0byERZLYjWYfwmZwLbSP6OLe/cRmJwEZ2+d4yL4In5ESQ0GnBIVR53xjOoDdsOqU2G8BkdgaJbg1lSmJFbmPrHH35868Xeh4K9gwrOwM3gdeKfQj3Q8Fnmjbz4DTgsF58PRuTNjmncL7Mxu6sD3IZLGY4Q5qfRvQvo5svem9urBN/VgVR8ujTkpUf03XzmsGedBbWm9535zmzTJYSrWfrrfj+sR5CdyBpHEAeA8yCk517peRQ0LxHwHN1doamcQIhdHJ7mtrkvad7z+/TZUc30u8bQNwp3gVlnewohDOw3jlt8ziocSKgnoDIPI1ORFQFGjVQvC/n8Q1jnzBRRh28D8o6mToeTnLRiHBI0XPWXMCwMpuwRbRT86Rgmfed36d/9N/fnQa/QAH43LFrSASr8+7MS0UPvTV8DQ8mhvhxpoTaRrCmJmH7uG04mRFJbwFPinvLPkyK8VqG2yZOhCGn7euavInkQaxTPHJ7asq191lht1hXdRtYEmSV7PfcNXnyxQUYiRUvABJBhDMs5caAZdH7YtOMRgSd2idzIlhGBCfqycdQWRHef0gFR6Q5EZy5OVuVnWGhFJMFEF9psTJFOFcSKzaNS7G6Z3cXgnRo0rqin/DYDYoF9yWJRBjzyOo6CiSC8sznlHlNCnuotdFSSNuG4dLl+0SFJpxbqkLcPxApxcJKI/MP7K4IZ7CUmxoSIUEh499WvXbny5SejsdTQCLkMbkOEoGVcr5HYWQi22PIhjZH5fsu4rQN76j1Tli+77OeSD/5xZ+Q6uNcGHfL3vaIEeVxiWuAfF8H40SwlEwi2de1V3cVioufGfcZiUTI53m1fqGihp57fS4/961pGc6gqyQ8Tm1Gqq3inGCI7bq8CAzT5s7cqHkJUzyODB8hY+9OEisiJ4Lc8O8JJI02xmTYuiBWNN4rhmpoQ4NziudBESvi2Xot4fZx2b/73nvCb7Gf6LDFVKYvnwtyMejwHW43Zn7C62fgtcyQ/YiG4TXdwT9yicw6cCLE9rHxILWxbjRCvgfdHXkc/8jv/mV6Dk0jwxmGgdKEhuu2NXYPgnDbX/SrwxmiHqjn0VZszuQnt1OHAh7Z6Ohc1Hmwf3I/RKcSOraIuCzZlnWQcpaXfSwkMFxblvcjX/BUesUtV4hjjcthtQ3cDx8pP8f3xmw004rOruuzyvmFhKIhnAGNOhTrIj8FGaKXddbCxrtWnYMb7+wkCUiEI7NJuv/JrUlq05mdBS16T5cBEgE5N/T8z2OXjRJLIFZM/bzJ4QyaEwENkRZixnJq6P6epTRibikEFpEMC+RXU/CIwPz3SJGLRoRDylh2BvZUENmTnFbMXDouz/vZN32kSD3E5Q9+nBPB8iBwekcLiSDCGRQSgXPF1jaCNQVTMDUnr3y4LvEZgOWZleb9xUAY0zmBOobPnDNWx8ESKSQCeXrBTZfQD33uk+kJVx4z6xmuzZuWmhwUiYCeRFyop8CJcA44EbD8JSgzKIt+EAYrvpbP25y2Kha2JFbU7WnUJIsLqeREkEaH3TlyIpRGBz5OREK7tDyNLBqJ8JjLjhRkgEQQzuBK73TjXLJgP7S7iAapcO3mpE11nC8HetEPvY7+w5tvT/c2wxkMhEVNMLsFciJoY0INiSCgn/Dz4688Rt/0spvCIjT4wusdylTZGQzjx+bU9qIR5XHPXuWdeT+qkNrhDOF7jR8gL9pqUWZOhCFAYPnZbM3aBDm2ytWCXgkL2hiOk5hf0rXoyVXlFkgEAzFTIBGgn29PO/qER58M1/YBRt5BNhpL2JPLP3svw6JYCUucCGlzYa8JllGXSMIwa9lV9PPgtrMH91wyIpQGai3sPWLRcdnCyBgfKhu/Zl1TEMyl+4n5IXuM9dhL58T5jDmCmHdjlTBMOxkK4JFx2s7825pWBG6DapMjVxIrwncObyKSHBU6jFJkX2JOhGEwHQAODBDaMOZI8t5oWK+GqGsjQhc3h+i04LmZi7V4cvRjxKwQtXCGJTgoZHgkG8MBUs1pRsHJ4YgNimHeCgjIjHBpYQ4NBgebG4lIpq8swxnkM2QkQuGZVoiNTiEsuI2r7N3487wfaBg0v0EQnhfYwGJtiFi0LoE6KpL4Hp11dGF/Sde95rX0+++7B64PnwmJEDeo+AgaV64bY8b9vGEsfyvDyPK6XCt3BmS9LCE0le/nUkmespGZ11VOaXvV8Q2yRKN7uf5VJEInnz/WTYeRYmp1zM5ghZuyDNFQnr3qsqzGAUlmDBs9Eo3IxzYm1LVNQkzefTZk8rrsGBoRshE8ORdc5MuJ6wOXh4YCmeJRIhH4ESAqSxNQhvqyYT63ZQyJoHuDFc6A81ANiYBIkEeKlOaUi7KW6EVNhzPgAqNFH8nGhPLc/WVPm9NWWqW9T/ChejiDYUSISATBieDypK/ZmxGJgIoFtzHX36yCOanxZTzeBCcCIhGavAHiwcmeY4YVEoXN5B5JoqylQiLMJg19/jMeZVcyCl87Fs6g28nvhD0WRZmwoKJCh0gEDmfYmrZm6EuJRBjojjO74ljrHG1PAwfA1rQNcYeezw9fbCRCvh7vlzwsyovAz4gnZYFEaMJ1JScCpWfAgn1HT9jaw/s/vuXFGb2CdemycroE2Oo8Mt/z4vPgzkKEZWxO29TP3njrvXT7AzupTIQha2LFdc3HLXgmMO6SP7lvtsaz0m3EZ/+bf/uFRET01T/3NpPhm0j2K663vgVCeYnI3JSejXmed+bLFUSj6u8mGzv15kOnldIt35y2dG5vmcIZeAO4Pe0SbJ9ojRSPPUIbXbymNCI4IoFiIgIkgqsbDFM9+pITQSuBgkCO8pqwiOvDJIYz1JAIPP6QHAvrpTkR+Kc6EqHcKBApQ6zyktW8/ie2pnTf+X06v7+kyylvwJG0t7aB7gdpRAhx2fC7MVcw18ts0lYZ2QWBVlNyIrAiq9s6NdaNMdHhDHKOdGljZtWxJmkjrY2wThpJnUPjdXgPD+0uaNkPhREB27Pofcq0gERv1itCD+OqFI9amcYhgFw0aa3hkEXVpvDpInGsWhMA2cmyLTgRVCNiJThrD4a2EOVx07jsyV8kI0J+BqnvU9gYsoEzG0ZyO1elkV4HiZDa01SyM/CzZCNC44Q3en0kQv59vhyo9542Jm1O/w3vY9Y1SXfQ70WHQeInZ/tCB4uj8N5Y5xF1ip+JE4GNTdChrHCRMRvdtae2aGva0ta0o/vO74vfMHSRSHrqsT4oXdsUa3ZwfjVElPlF2PjROkc9+bQefeCe80RUVyX03jIb3mzDbieQCNLAwd8TsbPn85xAJ6Q6G/XpvQxJSusZjxHwqrPBiJ03J7YmgjeGMzZgOEPTOJq2jUAi8LzKRj02Fr7k5kszEiEZAV3UrQeaMvrQWPOFsYuNCOm55Psmo5k2IhjPxgpnEJwIqR4qBKhxJurj4SwXkQiHFD3JaFbZvHgaRgSxUchlWXO/zqFNlCcp5+rQKEshYuj8sRqxooI77gO0DBULPj+1x6yBPK4nIt4k8D06iO/bW/TUNtnjxJMG5/te9tkLaMXzCgOKX0+RS0aEAyAREPpokbdwPPkwKMsoeIzZsLOtkAgs+tCi9/She8NidHIrvMemybGpmzFmuEjxaHIilM8Q4/85RIElcSLEzxKJYCnB4W+cNnFzpVEVy8Eb3tBs1GBBSBuXwR4253I4w0MxnIEv3Zp2qe/8p7d8VNwHN/2HDmcA1MKyh3AGA4lgbfYkk3VZPivZFicJekVY9C0ysaJU+oiyMstDezUnglboXEEgyZK96eFTty2EM/SR5TmjNI7MOtqAOW6dFI9T8FSEa0qkimYNJ5J9UT83/bw56wfK+b2l2MjpOTtztgzUuEisOIZEcEycx+V5MaduKFZ3HZ6k24B/ajJAlmlbvtNwrTx+OvIIMGrlrIFEwO8og/c07/Nz0nHZ+DiYFDOFM0DWDd0+iZoqORE+poyv3E8yIe96RoQ+hjPojQfR/4RwBmPQ67jwIY0hR5cfm5H3RPedn4uUm8H4II0xGYkQnuWiHyrhDIhEUEYEIhHjXqR4VOVoxBMr0dKIINdOPcYZKo2yLTgRdDhD+ExIhM6JDRcaGbX3UfJNsIMgvGsm/U3jKxnbM//KYTgRdIpiJt2VRsgSsdq1jfBGY+q7McFfObQIDRmavDWFMyhECBpvsgGTy/WJE4EfvXMhZv7CvI6KRE4EHc7gXBnOMKbbPfmaE/Se7/kUOr5Z+koxdBGF9VKrWJ1CmeuJ+hIREyv61G7Wp3mOrM0ztXAGvaZzDcSmtZXhDFgXLDsY8Xz6TZP3ivoMEkmiDRKtkwSsXdsk582JzUnQB+LJ9zASAcIZiILOtrfoIURCItWmXUN/8B0vpZ/4609P45zXKBf1jbm55qPxqdzce3gGXNZMcYCwWJt+a58w0Y4nqiERiksf1nLRiHBI0ZslEc4wjJP5SYthttZbC/o+hDPklF9hIWrdwTgRzhtGBEmsGI7NVKxtFydKnNBlOINZBen5cnKy4sEsszPkMApkls8EinmDwucKduLEui/5KdbR4/jZjhsR5N8p5IA0d0D4zl6CwXvBED+B2PVErDhtzffPC8MXPjMgKRb9QB++7wJdeXwjxaPipnmzQCKEZ7FnhTPESqAhyoHnoEzxKDcpIsVj3PC0ztFPfcnT6bdjWkq+/MP3XaDv/433Cig+KigsVqy5ri/WoXEl5LlxOZaOjQj8HDcmbbr2bbc9IMpfVMIZtDFlTJpGciJookFe3JhItLge5waj5zJ82UYiNIWSo//mmPWUnUF46GTf35n3ozGnlkLH1eqVYmwt2ihb05Z2FssAFXcZDbM96w7BibACiUBBMdMenvlSenJRCu+oEc7wM2/6MD3vB38//S1D0MCo6KPXtZWZNnS/Zy4PDAXB54ZwUG4XERCsNfW+gL9MlEcLJa9N4jCdPhKMCIxaObe3THBlli997qPp737K49LclZ7F4NOGd3vaik13aCdufuPYBk6EXDfjeXGbIK0fl/2xMzvi/Jx33Iax1sTHcAaE9WKZg8/jXNfx+ku2R8vWRjtHsv82joTX7vLo2bv77F6JRIAxiGEzmJ3GGt24gV0OXukrch4uYL0w1HDeRGNCP0hkHj6/rnGGAbJcE0R6u4JYURrQuwKJwF5LKryPIsUj5X+eMieCNhhgGry6EYGRCCWR4csffzn93U95XPq7jRtvbYTUhqZJI40jndpIafmsp11N157aKsZySHuZ3yNeP5u0kJ1hEOcJwjr1THrvE3IKER1HZjb4mcdJfmdhLcFn1aq+F+5rtxWF+xPqdhoRwl+5W1mPEDP+pDo1rnjuPrY9EQHG8cbhxDUjQo2boram61CWMSQC6t2/+a676E9vPyOQbd7wt7MuhugSPDccz/NE4zKx4vGtaeD1YCMCIxGOKSNCJE3mu7Ozkg36066hR53aos1pW8zXLZyrQxgFB5nh4EuhGfHTUZ4LinAGouLpIPcPiyRWpPRcUC6GM1yUJHqSkUiEcSNCqczh/1J4k8UDmlllhzgB1MIZOFXJD/7me+nLnn89XX1ik3YMTgTM1do3rGSwh2tISoPmRJATnr1q4aTWqEmNlSXBiYBIhNbRcnCpnLB5yrC6BG2C58uTQC3F45jwQmDBlHJ7ZDnobdKw/71F9lQO3qsYrZw/9xwQK1pOX27eD37Ok6lpHP3Ou++mD953ga6/ZJs+GpViR0F5b1zmW+AnwF4OjUTAbimg+w4VAtkuXhS5XXvCiJCvFeRD8frffe/d9K/e+CH6iudfn57b5rQtJuzlULLes+CGFhnauSvyBsO5PMnvLwcBq92cZAJPvR8NCl74Lq3KRI1fz4rQOpf6NsZd6rzENZ6FTr2LovzGVTfSOjsDUR6D3/EpN9PjrzyW4IT5+eVzrfSmm9P6ElFyImDYhqxjqnNlAd2cdrSbOBHyBnB71gmDycE4EeI1yqDROGeSK7KyzN5HWX957nLwiV8CBcn55CZAelMdZWJFfjaTVr7b5OXyXJ70BKZwhrlEIkj2eNys4fjJ5QhvpjJKJyOCaufpI0EZZO/a2b0FHZl2krekbejrX3IjffevvVtc23uf5v0jGx3NdTgDvu/47mSKR3tt1Wgw5CYhKpEIydjLyuMKlAsLw7StkIUurWuRaV/1o9/55heZQ4CP6blvLI1q22Sl/O6zeynLBFGYs1CRRmMVz5OcalQLZnzoB08bXQshM3KO0cSKKLgBQb4OhiCn+6lr8P3fc26PzlxYjMbC65ArvhoJly1OBIQwJyQCGGhc+oecCNlggIbYMUI+PoeIeXLkb5vTlr7+JTfSNSc36Tt/9S8iFLzMzqBDXjogCSYaj+cnIvrnX/BU8/juvBfcWtpQyet8SGvriBbyfkR5HUEyQ+YOwWdzxNh88fms3xLFa7xEgFk8NusgBHkOOb45Sf1YcyJkwm+5GUWZdE1pxIDxgOMC52rWpxl1WjNWFuEMlbCt5FxT2QCcOIffg2wf1/+zf/yP6JIj02xEMOYkRt5o3T2hBmCsDjHUh9/vya0J7S9ydqp7z+3T0VlXzBcbk4b2F31a45n4cbHksYvhOnK+blzO9JMdB1zXfA8r7MbiROAyNDoW5UlXH6eXPe4y+iQjfap2POF9cl2ai0iEixKkJFYETgQvNzlacB7CidGyquZwhux9F8SKI0iEO87s0r/+gw/T6yKBjcmJ0OTzrewMSNZTg5zWBFtecCIoyzMu9PvLQcSxO3LCQ4GcCJ3hkdA5yddYZ5IycZDsDHwf7bHXWQwGLycTRnYQhRAT50K+aiuGWCtL82VPH773PN1w6TYQUgUkAocyBDbpcM1iaRMrNqpcltaBkuQkida0Y0UwfGI4Ay+mOoSeL9+JxpIL82VaMDbBy8EyhkRYxRmRkQhOsXfnBXZr2lXLR0I0VM4OQqyIG2CLWHEJi6VJrGgYSnT5y96bsH6dnSGWQkSB6OilN1+Wy1HKPVGJRCDKxilLipj0yElBZKV4DJ+ebEWbiRXZOMrP+8hMZmc4HCdCJIjl+7rwXXMasHJnGRjYI76/7OknXv9BenBnMZq5gkh61D2VoSpd29ASQlOKzAiNhDWjN5IoEqs1jnYUJwLmrUeRnqpyviKqhzNoKwKHMzAXwrm9pUC41e5LJLMzHJl1BrFiPpfHi5WdwfIKpjaB95nf3V2aEyHBY6PxeU0kAsO0Way5FEmJ9T2tEMQ0L+h3ps5zziWDVghnCEbBe87ty3AGRci4HLzgjqnfQaIdlsMgxp9TdTQNodD/km4DOg6+fz6PZRLHBMvX/fu301s+8oA596f7VcIZFj0jGu3sDG0T1jfmsSAiYRhyLiIRXAjBYK4rHQomIe21OkZdYChh9LzWfNpTrqJ3fvcrQh9XHksc+3yPMP5xkzWORKjJ/lIiEbALIicChpES2ZuzzLGVxwm+Xx3+wnLF8Y1oRMjEinZ2Btm4MaQcC/enmy47kgzlSxXOwN9qoWD8W7HmwTqOG3ec73m8Z3Sop915X4TZ1ZEIsh6JK0xnZ1BGaiKi3373XfSMf/y7aW5Aboiw1vL3Up9gI5AOZ+Azp12T5pQ+GskTJ8LmhJom6z0P7S7o+Fa5PnD/4jJ5vWMjLM6VPM5ldgad4rF8cTpdt9WWpsmhTfsLqSvjozmxNaFvfvljzXlPOuPk/oalbezwiIezXDQiHFJ0XxXeb++TV9majMS1Lg94zVJMRPRPfut99FX/7m00eLkQMbS1np1hSFZXXrBTOANYg/PmPk+qmJ0hTWSNJARZj1ixXGTQE4t1a5tGGgRg4+dcjAVfwYmQYo5BCdEQ4JpwOZY3VreBRaR4jD+h9yV7vDN887KjswiLC+fszHvajEpDLT41t8/R2b0lnd1b0nWnt0GpiEYEtvK6DDmrpXgUGRma7NFAhQtDG8L9ZQiJCGeI9SiJFcPfHAe5s9+nhWVzYiERSpi4LqvWDn53jXO0BcagpnGpk25M2mqqT9z0o3EODVqrxDnwOvU5dEOHNehMCule0P1qigyOVf1bCX0Mn/pszTBOZGd6ObrRVcePrt+sa9L7HMvOYJW2NQ3ezsA1kI9vzzoBYddhElpEfGQshxUdTMWFhgq8lkU3md/j//M7t9I/+a330Yfvu2DyoKDgI9hWxivnHE2i583e3OX3OXiiW+8+R2d25sX7nXVNwTNRJ1Y0D4vxVk3xqN7apUcVEmF3YUI8sQwWZtQmIjqyMTFSPMrNLxHRZkyptTHJnrFaOINzJMKKduLcs6eUw5T6t7MVvprwhk6nKybKCivPt+ug4IgygmdVNge8b+Mcnd6eUuNCzLFGhgkkQj9QPwRkoUhFZtxOhCUNXnrynTSMlAYin8YrGtczJ0IT2NfxWUMZGolw3/mA7BnbLOr1IhtAMr8O6gkaqTRtm2RAQs+kc6FuzoX5cxkRkKYRQW0ktWTSZ194fU1uHKeRCOX4njROvMt1iRW17Mx7ofdgdWZdm7MzDIPQ0Sz+Hj7Ux3bixt+RE+FOREQvfMwl9BN//RPo73zSY+N8GPXBlte5fG7jyv66Tlt5fv2ez7iFfu4rnp3qZznC0ns0dPFJ2xTvCh0Mea31MS1peFba0bfoB3rVv/gD+qk3fkgcLzgRDEM/3keML3AgHNvI/Fp/efc5uu/8Pj2wE8YR3yKsG+PZGdhopnV3DzrSfjK+BfJTRiIc35oKA/jOfGlmNNiYtLS/lJwIRHn+FJmDklEmj79h8CJzg6VcWJwIGomA6V41EmHdTT+OReSaQ+FwjUeSXDQiHFIkzFvmqkdPhc2JAJMvAWTUcXn5tbzjow/Se+88SwNsrtCbKdNz5XKXg6ediDzgAcnhDDViRZ5scdJLVlaSSvFBiRW5bVrxQk4EDE1ACLqjHAvO90aiJt1+bgffa50lNSkbI0F2+lX2MAGh1ZjrhEiE5TDQ0x99kt7ynZ9UWNQZ4mUpSsJjCO/lkiMzQbR09YlNujKmDnJEaddYNSKoW2GeXVRWdPoyotw+ucA7oUyl+sdPRi1cmC+Bcd1AIsQ0WpbYoUH5O7L444YYkR+b07b6jpd9LZyh3JzXJCAMwrVBkVJIhBWcCFbIhiy/EdBkFMswocddapPh5bBQTUc21kciBKSMzeSdYJVk56bfnLbkfTRcNi71iyOzTii4C0vzA7G8EryZ4ufdxM2B3nyw8uBc2bblMNAwePrpP8iKH16Pz+7s3oKe+j2/Qw/tLuivP/ta+v7PehJ96pOuEM/RuYhE6If0zIpUb87FedfTF/3rN9M95/aLTRv2eYzRJirjXC2OjVAXnEO1ESHXF+XYRiAo5dSOO/PeVBKxDBbMznBso4vEivl3mQK25ETQGxYWbjd76G649AhtTVv61l/6czq3tyjmGh1ju64RgXk7uJb4bHiTxcivdQlZeX4o1gC9SQdDZxP70OkjM7r77L7MluPsFI86taxVvcbldxAM9k3q3wGlI/UX3Y7k6XclIpOJxfBZa10KERSJNHTEuFIjl54vc9ijxYnA9512TSXFYxgxTJbJbPXaMIIhDoWnHDaYjbNTPE6M9Qih4kTSGYJhS6gz5fltvT7HsrvoRRpdfKuzCRAr9l7cz3ISode6j2jZNKW4EonQOEevfNKVNO0aGc4QDVmaVLRmJB8T7mvbsy7NUVVeITCWEUlk6tRI8SiNCFIv4nbr/rkcPH3szC59/EEZXqX7RW0PgfN4ItN0wQn1A5/9JPq1b3hBquf5qPMzqTrLtae2YqgvVWXwPuo+8e/EiRCEnQY+vuu2yZwISKy4O++Ds8wIfQrhMoPYF3ifnbJTQRwqdfTWBQSR9zSKRLCyM2SSyLxHyEiEkhOBSxibz63wHouY9pHGiXDRiHBIwa4UIHhywR5j69VQSJ4ULBb6c3vLmALLk7ZusRLBgpC0Ze8LJAKHM6DHCFOeZC9sW/yOVkUiTaxoDywL8pknWCfq1rWuCE3AWDOEOS6HoZhQHDwLPi9bN1evNLyJHjtVK+kJieBILCS8gU2b7SEgEWrKGzNN6wld1wUV/I1JJmJ0ztFrXvk4+vmvfHa6jt8OT8Y1qFwqG2LKUPFBpZYn9BpZ6Fe+4Hr6uhffaN6H+97OfJneSxWJUEEKrBpLKZyhKaFlPMZmXVPNOICKBRqx0Bq/SmlpXTYOIFSdn7/MzmArjyxWX+yicmkzS1vZGeKGsuL90uSn2pAwhkTQh1EZPzASAZS11jnai0YnDtNhWUmsaJIsScNlIgHVRgSBRJC/Dd7TPef2xWZXI6dY3vWxh+jBnbC53pi09EXPvjbFV+M8wcSKDN3U6WW5D3pP9GD0JOl6YeYK/oXrVYuxHZNaZhT9zqZdQ8c2JymcYX/ZF0aQfF/9LLNRc3vaBTTGII3w+jtyItRCBbXSfcXxDfqBz34S3XNun267f6dQDlkBZ1KydTkROOUgpgdj0UR968CtsZ0WsaK+99943nVERPT8my4hIqLLj83onnOaWFGG9TGxog7NsgxLLnr4uF5tk5nLca3jc1G8z8awsOmL9YndipFUHPOs29i2klhxHUSHNgZmUsjsoUTDsY6fnnYNnd9b0n97xx2gW3F2Bkcbk7DR6YdBrQW5/yCPEH6iN5kdIXoKswwkDOdn8T6TYGako9SZMpqw9qRsCe8M5hG4XqZ49KJ/4nm6bpziEcM/HJXEitj0DozQYTMp17kwH6rxsUZjuT9N2yatzZrgkr9iXYky4oooIhGUHmAhEbhcTayIMgfjMUvZL0iUy4JNZgMU1+HVz7qWrrtkO13DxoPzyoiwFY323PcOgkRg5ZL3CfN+SPPE1Sc26dtfcTO96slXUts4uu3+HXrOD/wePbizEGs8S0IicJtdDlEgIpq2QORZhDPksLGpGtMoAjGo2oJ7BC7jd95zF/38n9yWC4BnM9bbcI7hflkYEdzF7AwXJYqM43NiQvA+d1bswJ2aoIjsiVgrt/vLECuc4frZA46CCwFbAPl6ouANnnYNzVqpsBNRZM33qT1c9Azyr2LfXwuJAD9oy1wyIhjEivw3X8+Ky7KXig3XlevAVnLeOGeoUqWCIB1YdFdJRhhkhQM3B0xwxZuC+XKgZT9I77a1+dULpLovegFCNgcuK0zGHHMWOBFC3WokMbqdGQIuvSrSSyTDGURdHdFLH3eZJFWERjCk+Px+r5AIh8vOkI7BIQxn6IBJuYP+vDlphefnNJCRYZwkchZgzKvVdl1HNDKJWO8hb5ba1uZEsOJM9e/LfjA305OR7Ayll6O8H1GJRjgym1THd4FE6Jrk9Sk5EeKiTfZ4RMKltnEpm4gOZ9BxpFr2F/V0TxgzjMay8JvLWQ5cqYwse1/A4fH9YXs/EFOwEpVjGJVU5nlhJV3zsTCyB5n1i3CGUSSClLWMqZ08J8/B8vikbejYRpfCGZDcSksRzgAxrwx/xQ0+dlWey/nZYDiSNjZ2xnGei3cXfTHXZMNxMFKvm51h8BxWEP4W/Sg+v/feeZaIQgztOpLWxRWbpH7w9LRrT9JHfvBViQ/h8qMbdPfZfdpTPAPaMMOoAguGjoLhDIuIXthISATtHCivT5v0ptxwMxJhXkUiSIcMj7mxdVmTgabY86WvIBGk13LaNfQrf3YH/e3/9A76rXffFdrp2Pgc+Ir2Fn0mViwMBnnNZKNMCp0ClHXbOJMTwRId1oHzZkJhFsSKhwtnIJKOI6eO8/y06AexduJ5+f2Gvzk7AxtPKdZfGxG0fixTPOqwWSvFY/7+/37hU+m/f8MLirYlhO0kp+espnhUz+6yOMa4fthnuN3aIJ9Dk8J1NfJziw9Ktk2OHRZhROikwwrOIiJw3uzLuY+9/8nJUMnOgGM4r+H5eRJR4rRhNMTfeulNdPmxjVTPh3YXdOdDe4WRnAiRCLHNTdhnYIpHFubrmXR5jDHaOs3lhrYymp0hGRHye/qlt32MfuqNH0zX4JMZcyKhkZ7vo5GTTXORE+GiRMENriYDCp6K8F2kpTPgZg7KqsGXGImQiQNt6zxOVothSBu3FM4QIadtaw2qnNO+aVxaLNBqL1OW4eSun04p2SOaURTO5bp1TSMWqADlzZMzEiuiV78DRTAhEeLzydbN1fVDshYWPTEnVuSG30OGQiGK5PR2sF5vx43R7qKPeXRt5Yshfvo5aq8gKktb00wwVlrnyxSPWvS9ME40eVUaGZ6gwxlEeZWtZuZ+4MVsmfrZhkGsuG52Bl0+UWmM4Ta1TZNqtzGRSjQymqOXSBiG4DmsItNDz8v3vfa9dG4vewB6n40KXWOTNWoG/+L3qFxaRgTk49BS837pKmhv8lGIr9Sir8VwhhKJYBaRBBWMxuUN/ZFZKzbXK7MzWMSKkDYsSJhb8PlP2yZ5a2ZdW7ybwfuir+I5uCl6313ncltUOdkzGea8HowImo+lacKo0twjKLhx15sMrReus7XQoT45nlnKpGUkQjAiYBiJFt1PMJyBNxVooMG1hcNikFjx+TddQt//WU+ix19xTJTLzxbHKPed3XlfvD+poDYH4ESQ4QzYPn5+//qNH6JHndqk59xweq0ya2k+y3uXx45vTujc/kIQgjnn6NhGNmB85P4d+pk3fTix4OfzyvIQUdQPIbsNZr6R+ktZwCzNw6DTwLvph0FmZ4Ai2vh7aGseG2MoGh0OkFB4ArGYb1IYEWCdvf3+nVQP1s02JsGIwDqYDldEngRui3ZKBB2mCZvXNVyRzpXZXbI+FO/RNEJHQA/tQWUmOBHys2L2fKIY2qIyAujvTs25GOrhyBXZGYpQFjCWhrSa+dxW9T0iOb9+xlOvpiddc7xoG99z2jYJ/Yfpl4kgzDa276E4r10ORgQMZ2BdW6b3pFg219fFc+vhNigFJwLoHyhOPTM8l4X/PA+E1kREb/j2l9CLHnsp7UXvP19nzSs53TL/HT9jtTkE5uf++Db6zXfdVdQBdZkHLuxXjAhtdJJmI6r3OXuLMJIpItzNaZvqNIpEEMSKLrZBOhoRiUCU03ESxZSd8fsY8sVCPOiwTo3ofiTIRSPCIQUZUidtI+B5A1j4cCBN2rxRY8EY9Lw4yI7Klr6SE0HW6TOfdhV9xlOvIqIQW67DGXbmPW1NWhW7Ezu72uDwYjED7y6OB4lEsAcWtpO/82WOwuSb8gK3GonQCM0V0yLWOBFa9XyQNGWVTAwDT21iNpEI8A4viTnUt2KYws68L8IZJCdCK8pj0VZ7VBg2J63gREBxBIpUxbumF6a04QZrv/bW6uwMsjzzNqmObAm/MM/pfLYUJ8IQN/F1JIJxDI0I8TnyEV7oW0fCcIELE+e7J4rhBxCigrF3YxwnKMiJ8KH7LojfOC6ZzzM5Hip9hIUVLRuJUHpquAht/a7F8GpyxaMjnAi6/lMgVuz7kBXl2EZHn/T4y9L9QzhDWSDG07eNSzDF7Wkn6rTKiLC36AFOLa9BJIJzcvMx6Ro6u8dGhKZABQTEgPTmTFpHjz69RUSSWPd90QtNVG7SkMmb+yGPDW3AYc+XhqmjIBIhp9HjeVCO/fXmQW1EsNsx7Ro6tjGhe87t050P7UYkQo0TQV6McFUm+UVDCaZ143d3YmtKn/aUq+g5N5ymWRdCRAoDjTIsE+U5ISARBkEqrNOHrWtEYM4jK1yOyzyzs6AvfOa1K+cLFis0gsgIZzD6/9aspZ39vugnX/b86+gHPvtJ9HlPvyYdvzDvxfxt9QmOdR4ieqFtsoIdjG9QP6N5IvuB6j8bk0DUVzMiMCfCnQ/t0rvuyONo7DlqRAo/y0WfiRXlOiY329gPePPYOEeB9DqHM6SUd2pzh2FkeAw/Xfz+M2/6MP3mu+5abYxuVDgD4VzO9ZY6ExLOHVQmbWOO9VnXCsOwhGzn81w8nLNuZWcRGlg4dJNF6FuK/HKxVNkZlG6Cn2Pyy1/3XPpHn35LymbDbbGyM3D974+pei/X4QzxeoG2aeRzT2M5Hp8q5w+LXk+K8LNY3pXHNugLnvEo+toX3yCOc53Ceqbmjfg3hzPw56VHZ3TlsY0wV3jUy20kAhqBdEYDXpf/6W+/v6gXkRxzg6dKOENEIsA13ttIBM1hg+ulDmFE0c5JorzGpHY7aUzU4R/roAeEcZV1DyO99MVwhotCRHny6lpHk04qIMOAxIr5GsuIwAtV/BrKNmbGvUUvCNtCHeR5n/W0a+hrXxRi0pdGOMPeoqfNqfSypQ3xkCHnW9NsaNjoskIuPUQHG1R6gmWPBhIrCkLHNnsC+PdFirceivgoR0CsOOQNC5Gt6Gix0iPVmMr5md1697lUPioN7N1mEjBmna8twLywaB12Sy24mH4NCcasBSQjEez3VA1nAE86pnskwnCG8oFWkQixyRcAicBdhzkRNPnggZAI8Ipy6E1sEyARsre3FZsMzndPFDa+yHyePQG5X+g+Udanng4SU1ZpWLHVRqvfsnLZG4ta27hi7uDNsH6mNS+H3ggemXUmjDTUr25EWA6erjq+Se/87lfQ4688luYLT950iW8qIwJvKg/KiXB+f5mMb3VOhABTvfw4eJkARbExacXmnIjoO3/1XfQvX/cBcaxtHP3K1z+P/svXP1ccfz8iEbRiBeFX3A95bGjDRTAwO5FKVT9zHd+N9yjQJ+vMgyqcISMR5Jpx1fFNOrbZ0bs/fpae+wO/T/uLfgSJUG7yEnHmBiMRcP3M5y57nzYiP/rqp9HTH32yWnfLsMzPdG/R0/6iF2nGtBd3fWJFfpblOozhINec3FyrPCLgStGcCOqdWeN+e9rRhfmyIFactA29+lnXFu9FciKUkmDKMWyqa+tIBKIy5hvDyjTPExuOpREB1pg2IK3+6W+/n776595m1C4Lr5t6XeBHFEIIyz6hiRVR72AuEw5lcC4iEZZ9hGyXBliLM0d7iFFHILJ1PJQiOwNMmynmvpVIhL9KOEMb+wuRHOsixeMwiP6J52nofdJRG1cYJURKaXgOqB9xrDz2d8xgdZC23nDpkcQjUuNEyHWIRoSYChGRCBPg6ULeK51Sd1B6DI4PJJbUoaZlOEP8bBz9k899ckJeYYtD5pRy3uVrLyRixRiqB0YxdHZaqyobEXR8P2ZnQNH6jF6rxpAIHvYFnihlfZBGBBc/wzE0yFjroFUv/tqrPULjZKa7OcxRHtoy1tvG9jssztkGm4ez2DmZLspK4f4yaQMMH2NfmKmUSFsNy2Ns8Q5llgsey+68pxNbmVkWz2fpGkcDkLqxUpHDGZa0Ne1Unudc592kzHZJweWBpQlB1rGmYfXyoIJjDdHQcz2csCzy5JUn7VYQ/OgUj84BZwQPfkA9rBLLY1EodKlu4dxfetvH0r1RoeCN6fm9JW1OcjylWIBdJk3jsAetIG4rNlvtYbPSEHE9Q5ohX+VEGNuMIDRReIlSfGl90SruE+uISIQTgAogCovprGsB0mtvRqxNN7aDFykNU22bDJeedY0YX8iJsBgyS7zgRIB+uE44gz5n2jZJIUcUkY3ocOI6LYxEwD7N5YeNkOxD3/Cym8gT0auffa04zo9NV0FD6o9uTNLY0n3J2kzsAww6j02YO2wbgthAO0cC7o7KB2e8sDwO3nu6AEaEHM4gN2iNc/RTX/x0uvvsHr3kh1+f6s5iIRGIiN4DCAOi8ExOH5kJQxRRTmca7iXLkOEMPDbivGsQKzYuG3f5OpSZ4YGx2N71OTXRfS5dApf++Xd9Mh2ZdQIuH8bwekYEDOE4Mgtl8PjsGplKOBCtrufraNWaQJSf6c68p/lyoOObE/ooBVZ0RCQFToTVi1oyMjZOzBUsqNAf31yPD4GIqMZ5odcuCwq/Ne1obzEICK6Yt2P9js46+v7PfpIKZyj7BDsO9qP3XWZnkHOUc0Rv+fufSG+/7Qx95b8Lm37cpGdyuHDN5jSsh/MasWLkRHhoZ0F3n9tLxzUpJhHRa7/phfTWjzxQ3ZAv+my4t5AI3HYc+xmJgEaGlu47P4+ojGz8Rd4rzYnQqvuiUZoovJO5WesgZXaGPOchYhTHusg+c0BpmpDpa385yE0/ZGdY9nVyaI0MWAw55DY/myBHNjp6IHr6yeinRGE94DBevIdw5PQHN5ikWPXek1gq1VjmR3/ZMYlESOgC0Bdzek+K18qxjPPikVlH954LBgrdp2vhDLmKeaMt61S2k8/R4QzJKLboRb81iRXjPoaroXgVC+RciQyT5VlGhIREgOd///l9+lDkFZoqQ2/4jHMJIhHach1kESE46f1qI0K59l3YX9KJral4NmPdTRjyoZ/Jcy6meLwoUXiCmLQuhjNIT4oFf8ZMAixgQyi4EVDO7S2Tgp85EeQ5uPHpB5+UTwxn2Jy2JmR6GHxSQhCJMAPoHytQ/+HNtwu4j0XKQiQVIJcmIolEYJk0jTQisCcg/r05aZKiySzTROAdb5o0ufDAtSbdmuCGJx2rWFYLrgQnyXU4nOHMzpw2Jy3tzJciPhOvI8qIA60g6nRIeP2WSHWmGujC5JiNTWV7dd9BxQpRFTpu3Gp/7R54fGeRUw1xO3lR2Qfvda18Itt7gwaxDYVEyN6C3Hc2p61YVJi/gkgSIbL3k4gNWpS+j0nTlOfw/YaBhKHERCLEVzwFhUX+3oQUSOCuRfIwfcnWtKO/+ymPKxAGlpGTyEYiNM5OR6nvNWtzyicco1kJ8VViRT32WTSxIlE9pGF3EQhot5MRgc+P8ZVN3ghtTlvheSiNCOXSyF7KVM81tPUaxLMBYxOPDW244KwB2sOMokM3xuq1DiSzNkfhbdlIkzYCFJTVdTkRBoCrMrw5Eeg10li97OscKVpwLWDZmsRwiciJwBv7QB6cy51FHoB7zu3Rr/zpx6r3QBQgrmUs+PyOHcCI0K+Y+9J5FhIhPsMzO/l9iFjzWKeXPf4y+rSnXCU3gsY9eFzsR+97hwZ+J9Fpjhyd2JrSlccz6oL1FORo4We9Oelob9GPp3gchhCzDU3dU9BvIqLrL9mmz3/Go4rjvL4sep94hHBdwxSURHLs3xc90OxB5+wM+8yJ0JTEiriR5GMTmJOxbSyr5g7OwsOCb50PY9gpkUQTHlTaRjpkWGZdmza7i36oGvQSEiG2K6UydiXxIIY0IFEuPpOtaGyqhTNo7/+6YqVfJiIBp0eRSIQc8nHNyS06tT2lCYRIZBSGLAvXVGy7NsqXXmtZF0De5/a0jYlE0NdyOINz2SE3eJ/e9V/efY6+6t+9VYRE9YPUbfXGu2Y0ZtHvxjLMz1J2htxfzu4t6Wff9BEikmOT+ycf0+k3wz3LelhcBSYngurbvMeR+5t6f7OQRha65JGGRLhoRPgrStc0MVUXGBG8FwsMi4VEcJQHfA0CQ0R0bn+ZlOOa1wLjsZFNnDdpu4veZAAnikaHeP7WrC3ijpgQ5OMP7tLf/9W/EGXUIMbSUi3bxpwIfF7TOOEF5Q0Rl7E5bZNRBC3i/ExPbE2SolCmeDSrJwS9zvrZ5DbYx9Eg0jZ5Y3pmZ04bk5Z25wP1yoqP5TEzvX6OpREhXx+yM9gLKf+V8iMb+XmLjS7AA5EoSGzSpy0d3ejosqPS80pU93JqeOOF+TKnbWMkQuyf7/n4WbNuqc7GPfDUzalUotBbwHDpja4Vi+4p4ERAxmaRjq+phyiwYP8pWON5jHkvDCXW4s9tPLZpg8S4bJwikDxs3bz0NU6EEonQCa85Sg3WvOi9QAshCgkJwuR9JQqJ5YgKZyCqzze86DNEnu+7r9JAWeMGDWRd25heEyTJJLLDem64ZFv8rc/AGGlWyGucCMyMLcIZVHnZQ4ybRrsPrIMeqxoRVly3txjhRFB9Zxh8RM7kzekehLXxRvlPbz9Db7j13rWNCJhGkGUjzgmcnSEbEWQ72RHwq396B33LL/158khrGWBNsTYeGM5wECQCwr9R9HC23iGvH2jUsTy8l0TEDCK9rOmC3+P+cqBlJFYUSAS4hq/HPidTPOZ1kSjM0WU4Qy6vbQInAvZ5Ihnuskr4EYVsAuV6rolXcfOAKSWZ2pk9t8shpDjUoWACiaCcR6jj1AwKlnAIBTYqP6cczoDPvRvxxq6SdcIZcE7nNunvGf01pOMaCv4Fz3gUPenq4/G83KEFgihudNGRi5kCLIPHOpLTL9fTJKNgdhU0in3BMx9Fb/yOl4p3z8MqkTQqoxWR1MX2FwPde26fXvxPX0cfuOecJJE0+ofFwTJtbd1EH2F0XOOynr2/HFJZb/nwA/S7772H7nwoo384/FnrcNz/9Hx/QfEIaP1gy0IixOwMvH3S71MgERpGIkQjwrQ0IphIBGtzH5siwqsbme3kwn5PP/76D4i5Z6y/SYR5+NQOD95HPZLkohHhkIKT2aRtRI7pAcIZBMwU4vexHP5bb/60bKvNplY4usaleNjlMCRGfIajcXYGqx0YzrA17YoJkAlBhKKS2mtWVygbmuE1LC7hO08OGzAp8YaIn87mpE2KBUJc+ZMVtmBE8PQLb76N3ndX2JSuE86QYF1gdawxlWslPcA288aEyfrOXFjQ1rSl3cUypMoq4l3D33ViRfmuUPGddTYREpfrfc7FbW2I9ASPUMickknG2G9OWnrDt7+UPu8Z15CW2hPWdbvt/h1658ceFPXaXw701o88QJ//U38s6qLFWiyxHTluV/bdYESI4QwTGc5waisbEYggft5Jboiax+OZ150U99awVaK8wAWkA7BWG7MvP++aF9OqxyQqEs64d00yOZg8rhUDzs5QS+uJwu2c95mELNQ5/D54TvtV1mdjhB1cGzZq8yMjqdK4icWcj/NaCnNoyvpz3bnP6A09SgqlMp41x96yaKUG1wVWWNj4USNWHEMiaB4QvIeWdZSXiZ6jKu0gIvrHn/lEevb1p6AutTAK+XcfiRWnbZOe+16c27u2SUr4Z//4H9Ff3nN+7XAGE7oevYe78572FkPdiBB5jc5X8qqzIGnaGLEiEYlwj1WC7OSj5xmLLXs37zs/N89jjycbEWoEvyz8HhMSoXWJI4SVbRa+HJ85hsbpzSVvDpFQVyMR+sHTrjIa6PSqY5L5gCT6L6Mr7Sw+KFx35yLkGtLYaZRpZyARkgE1GQ1lmNsqg97mtBWGFA/1RdTK1GjfmkuAEE5zGuqcj8+6NoXiLaLelfQOgxOBq8PhvWKdi6d/w8seQ1/4rIAgQW+84ESoIBFyfzsc6iJn1hoEBxXPOVrnK7iE4v0mbZPWE43q4/fzlGtO0AtuuiSR7xJJsux5P9BH7r9At92/Q++985wgdbbeoUUU3rU2olE/F3bUOMp6tvf5XXO4A/a53XlPm5OckcL7cOyX3x6QWnq+P7s7jtTbNJxZPK/wfKCvEU7YLj97olo4Q3EL8U4TqiIhESheJ+cGIqIHd+b0z37n1vB7WWwhFsJbZ2fQYeGPBLloRDikcGedtk1IDwWLIrM3E0mlgDcGOAngZpo/a2R4JRJB/t42LlneA7FiqBNPILsxnEFfQxQGFXv6NycZ8o1K6uB9xYhQGxXloMpIBAkXJ1LeyEisyEWwN4AoxlsrRT4ph03w3H3nr76LPucn/jjVfZXo1C9EdZKrAolAGRqJRoQHLsyTMrDsB8MoET61cYhla1oPZ0C+Aou8xVNeoC0LsH4m0uuujnG7XSCNvOJ4SRhWW8z18bffdob+6zs+TkTAibAc6I4zu0Vd1rkHjqUUzhD/TtkZwIiAfZuI6OTWhP7DVz+bvuZFN6S6EIXFFcmx0hhV9/+OT3kcffgHPjWjjAyEAf89KCQCegQTBDjeqLYBsTauXdMcWIG05iesB8uRWRe85msoKvy8U97otFnPY9+TvSBvKiQCo10CnHhNJEJECvB44vrxcY1QsJAIfK8xI8LRDVYey+XzFbdcQY+57Ej6uxbO4FzuFzujxIqkiBXl/ZDEjqXm5VzHiPCyx11GXxvHAt7PKvGyYxv0eQAnr4Uz6D7G4QzTrqFZfO7sdZ20pZK1rmEMFfxcfxcM0BGJcGwEiTDvc1pk7VVj+dPbzhCR9CjJZ4/hDOtTTtWJFZ15HkpGIuynY+gBeyiG4XCY3UpiRTbsQEYCzMOuwxmIFPpjkuddPda4j9eeb9cGToT9hUYirG9EwOwMwlOvkAhJhzMQNGyUdS6sK4HXaBAho9zkJ11zgp4SUwtqAwOOd3yXq9qzNWkFF8rgPRArhs+mkcZdK4X4utI2MgMHSyLZXA6BqBLuibfRYSuYhlxzIhDltWIhjAj5jM1JSN+HGQxaeIbZSHPwdhKF8WGFM3B5j7viaOoDKFkHzMd4PUicFbHc6y/Zpp//qmfT0Y1Jui+iS/cXfXrHO/Nl6reTpjHfoUUUPqkhESpdoFHrKb8brgcarHcXvXAoDt7T3/0v76Tffe89RFRmctJIPV0tM5whzTUZKSHbUc6tiRPBQCJYz01kfVPvKJPjynKIiN718bOZpL3SJhScF7keei/naL2wwoeTXCRWPKSgV7pT6aH2FgMspPmak9HrKTti2fGWNSTCjFn8B3E+SxhkGXq2u2AkAhIrVsIZfDAizLomGiNYqc6D03sZd8myTjgDTwZ5IizJ6kR2hsZRyFwRhBVBIs2JED4Zdta1DX30gR1Vj9WLajm55JhkrDOei+UjtJHfcz/4EM5gECsSgWLF2RkKJEI9nIEoL/Z6TnLxGPdJvUHDFJm5rRDOoI0HjSMafGrjVcBqn59BcSjVpSabyQrdi3dfI4Yb4xAgCt4LoqwIYNrKFM4wkeEM066hZ1x3iv7iYw8REVjsxXPIfVX39H7wBY+EFragI+cCKqNEARHx8Yf2ViIRrPIxd/m6CqSG37IUnAgbnfBSoejXlJAIS41EyP00IBHKOqJi0zSOXvtNL6Q7H9otfiOqcyKkcAbFiXAhxutz/Y4qYwJR3lRyP7QUHpYjGx2d2VkIqDT+9j++5cX05T/7Fnrd++81Db1E0YgQxzNDTbVSxsarndHsDCUSwQqTIZJZD2pyw6VH6O996uPpp974IXE/Ll/PQWh0WpdYcRhCusxp16SYdTaUdE0jFNlwbM0+bcShEwUP2IX9JS16T1uTjiatE5luQrtCdgZ+1hYS4e23naEv+uk3xzZRmgzwdhjOUAvvsKSWcak4z8zOEO6DBn40hvOazeuSeD7G7TZgXmYIeyZYPgASoSlT8rE38ixsOGTfZSSC7AM6vGFMMJxBeOrVGLfCGVgYIRrY7IMRYTOmx9Yp/b7l5Y8t2oLpgflcNIwgEsOSgGDsE6EiIrjQeIWG7sxLMFq0KW2TkVH4PixUCpNCWvBtbi+HKWAKRJy2M79XPoh9iOdfnPuQE6HG6bNKkBPBzs4Qfv+Nb3ohDd7Tx8C5gfdFA/Il0eDNdbM2+9yvdXYGJtXdmWcOkK61yfe82vASkeBkQKk9F+fkPM3zOz/nPWVE2JjkcIbBE/3an388/b6h5jc9ZjVS2nJmMRJht2JEQNEpHm0jQnlda8xX/eDp/vP7kIq0nAv+7PYz6XvivxnRaPHeKbWwmrf++ze+YC1Uw8NJLiIRDincESYxzQ6GM4Q0YxIyRxS8nkRSEWxgo8xfFhUlmSeg+yNsUQ+Y4D0Nr3QBcYVIrKi92wjB2pln3gVNCtO6wDVw5gBIBKwe1xWRCDzJdODFxXo5ygvj5hSMCD1mZwjtPbEZFKRJ6+i2+3dEG9bRQTMRSlZaA5GOsVBqJILL93cuXPeaVz6O/svXPy8oA/N+lFgxGYeU1VLnVNbXc9X003fOkSefORFg4aptNjNfR+mpDcpKufBYbdEyZsDhRWW+HEQbqpwIBgxdQN+1cshGhDZDwjcUEiGngQzH5n0keIM2o4KmJcGQWblwZXaGCSguGYoqYYjMzZCRCOOcCCjTtjG9Q2OSWdPlcY1EmHUtNc6+b8GJ0GYjAqKF+B794MmTH/V+EoVncOnRGT35mhNEVG7ode5lIqK/+Qtvp1f/6z8hohJxcH4/GE/57zRWse4czrAGEoGRDq3xTLiuGRosz8Hxx/1rdx421No4yf1OhjPI+3FbcQqucyIc3gPCl+o5CBXJdcMZBg5n6LKHm418gVhR1nPVhotF8+SwbE6bRIo5mzS00bXJeMHCKT45pO/8XmlEQKWycc7kRFiVArYm2bgoj+v3bXmxtuL8jl4vNLQ9GGHGbGiXSISyr6SN42KgRR8MzhmJIMc9f9Pp+bjuJRIhnIfPF5vE4YjaU7+3Zh/AArXhXnMi6L9RAnIghzMEr/gQY+BlefI6qdOg0XDdfkwUjC3e53HhKWdnGIa8mUxZpVxJYrnWfSAMLxF/w+/Ij8HZLjpoE4vmmcnZGYJXn0ga5iwkAo4dzKrCYnEiHNSIwIbZJazF8vd8LytUwELwXRrDhLg8yyDI4wdDVPcXAyARehGmYvWtzMci5xvrGVxypOStIiqRfXwfrAe3Yb4caBMIvDmrBIs2emvR9TKzMygkwhjqTKd4RL3A4gZisQhNd+c9vfifvj6R6PIZ2KZ3fPTBoqyx7oZrPRt2tTG6bVyhEzzc5SIS4ZCSF4tgRMhpBX0wImzIzThRyRoeyjEm4ConQuiY/+mtHxXns3RNQ4PjiSxPUPsRXrwfJwUUhCrtzHtQgtmIEAbV1izA6x7YKQmnah4uaSwJ33/uj29L7c6b8nIyYhQAF7E5aWlnv6frXvPa8LtK95KQCE1DH77/AhGFEIcHLszXsvzhcwhEmTm9DS9jNU4ER5Ti3tgb9HUvvjHV++OMRDCMD0QZjqrXtLFwBr4vUalYOiKhgCCiYWKkcQptspAIWRHSuus1JzcLK70lY5PuBnAioLJQ2wRZC7iV4pGPIFneXjIiNALpwArkBDbAfC80QtVilbnvI7mS88qI0JbhDEjQRZS9hHybgyARLjs2E0aMdaSGnGDl7q8/+9q0eXVuXGFmyZwIvUC7YCiTr8QzYFl6I1UiEcoJ5zf+4q70nedZLvL8/pK2p12abzj0SSh5ihNhDInAxi/LAzS2McF7OgIkwv6SZkY2Dst4pV8vG6bR0MB1eOFjLqFnXXeKnnfTafoXv/cBeuzlR6ttWiVc5vNuPC2ObwhFrkKsCJVmjxyndU2cCBDOoOeac3s2yWHtPgUSYdLSg7vzWMeGZpO2mEunXUMP7frRcAZEuAVknh2jfBjpfbnxICpJca2Nz7ahnKMhholFT8Q5pkaOx4JxyjvzJW1DJhNct/F6C4nQD+UcwWsavlMcz13jaNkPhVezhnbU0ri8jtY4ESZtI3QLjUrh9jAagfs46wRjXnB+DJ2aXx0dzIiwlTbRS9qctgGJEH/DzSTrKE1TogHWvc/uoqe2IZHJggUNSsuIRLC4vVh4acXsDK+45Qq65uSmQMqwsXpeQSLwM9+dSwOqU8/3MPsx7mMidV/6zXbU6L+xroxEOLMzp0nrUggGXjvpGqJ9Fc7QZ96yC/sQzhBRUVpqCAdLX7rmpBVyGj4l/1D45HrwuOPPzWk2br9XpThehbTS/bCWnYGIBN9ZTcZTPJaIvFQP5ESIJ5zZmdP5/SV99IHdeF1ct2G+WEe/RcH5gN+zDvF4JMpFI8IhBRegCYQz8IY9GQyUdx0/iYgc2M7yptC+p2brt+Jtow0hcCJwdoZFn74X4QwJiRBYwpOCrGKEj8w6Or+/PBASASd4Pdk7l2PltKWwHzy1bSNTPE5bRcLD9Q735k0XQsGOxnzEluXv97/1xbQz7+mv/egfqufgadI0tEcDsN2zssh1lAvNg7sLujYaEfSksRljG5eDlZ0h/L112HCGeH2JRAjHzkZF7TRkIOAySm+5S9dqZRwJjVi0EaFmXR3zFPAigB5AvK8W5G3I5effC2JFCMW59tQWve+uc3R8cyI8yJjBgSgrNex9ZyOfYxSEqhMrwAlK7VxxEoczoPcDiRuJiE5th3d099nAjnwQToRvetlj6JarZUzuKql5rVhp/MynXU3PvO5UOteGTMq/pwn6GuZA7Y1PJEZr1o2FPaEBXZOfYQjPKpewHM4Qyjm/v6RLj8zS38cZEQbDWCMRONOHlq7JscO1sAEsrzD0QipZHosX5iHcQj9PTnOLoss7qYhBuY58j2/8xMcQEdG/+4pnVeu6jmxMWvqtv/NCevSpbXUcwhkqnins513rIhLBS2LFRSZW1OtJjSNIC24SUTanXUYidC3NusbgRAhrOK+T5wwjwofvRyNC7s8SiXCIXQ1l77IeZ0cUIsl6FFuzcgwgWudfvPqp9Itv/WjKHNJW5k8WhLCf2wsOEd4w9APRxgQvKtcT9DIXBkHDQ6ch7QGJcADkAdbGuQT71ui/ZOCL3luNWAt9IBtzeKjNYLOCXDa2EaFcO0O9DsbrgHD+L/0XfxAMEPF2/LTShrptBBLhIBvrrVlL918Ic820zXVlwdCW4AjJY8daarQjLDxHR6//tpeksC2i3EeWI5wIREQ7i2V6L2hU7UbewSphHRPnmRfffCk99VEnBAkin2v9jccZiXDfuTmd2p4mglMrXbggVlwOdH4/IwDQiGCFLWXS71zu0Y2JmX1L7xWwPmj4LcIZmBuB+dGmXXrG5/alMXd1ikf5dy07A1E2WuzM65tuvp7X/K0VnAjcb6zsDBxOxToyn1Iz/vN8NNbd0Ghy9YlgxDm/v54B/OEsF8MZDik4mQXLYRjgvIk8ymEBwhtvlUNpTlg1H+rJQuuwIW1c3LBgOANYPIvsDLGMYQgpHrVCwhPFkVlH5/eW9IDBiVAPZwBjidE4Df3jNvAnojRqCAr2GGUkQi6LPTDWY73h0iPCM4d5Xbk+yERMhO88H3zpzZfSLVcdo0efkosPy+a0TXXUXiouhifFK45JroEyxaN9fQlxDYYUZss9vZ03Gjr8Ix/PSo9WRhpXQrdfccsV6o62jCk0qKAIJMIKgwT+LLwXiXU7/I1IhB/+/KfQz375M+mak1uifFQgiZBY0UXoqlQG9ZPWrOptE2CQP/x5T6GbY//iZ31ub5mRCI3cmPNm8Pbo7ayRsllK08a0Td71dXWqmsLJCjNa5HU4S60uJSeCvIf3PsX4jollRNqctmkOWPSefumtH6Un/MPfptvv3ynOLYwIe0vamnXp2ZhIBDaaJkSC7WWZdTkvdw0xw+eFe6i2waYiESvux3AG9byQ0JNFz7WYgizdg4k8/yfTQD/uimMFJHVDeINq6Iv8fdJmaLgVzsBIhcMI8tKgbE6alLJx1oVsHxYnwipixffflT1xbePMGOXaM1glX/eSG+l5N56mz3qazHyjDclmdgZ4J7yG4DO86bKj9J2veoL5fEbDGZYDnd9b0tGNiTAsCCcI91V4njyXLvoh8/bE33gMo7EdvY9d46qki+uII8jOsPTCqJNDIKP3Xm0cTsE6ySgEci7NCURhbGXIe3l/Zu0/ndJp8v3dqJdVS4qpXvT0/rvOxRJCWTmcAYwiTUliudZ9wPBuIQywLyxjiFqe9+pGlET+nZ55I1Kecrnoccd+mZAY+30Os3BlZozDGBEmTSDvxI360dmEvuZFNxZrk/amW2inSyMS4f4L+3TJkRndcy44AvBKfrZap+N56cL+MqEau9aZaBLMbMby7a+4mf7Fq59mtrMMxQifJhJhXyERgGSdjcP3n5e6/0ojgrr/OpwInGHJkk+49iT96KufRs949MnQDijP4vNIqa/VXN82LiGhshHBmW3iOYH3PaOcCHDpSx93GRH934FEuGhEOKRwV9LEirwAam4B/I6D68hGVyi9NdETEFvwb7h0O5WL7LMpnGExCMsiCp//Hf/lnfTGW++lLYDuEWXv0vYskFMdiBNBbMDL3zU5IhHE+DUZThjqLScgvoYtubxRw406eztqmxbhIUve0pw+UsOJLSjbz375s2jWtXS1AR8jCpMwWz1rxIrMffCFz3wU/fSXPoNeevOl4bhqc8mJwHUmdZyIyKcJ7HIwTjDi4LjafORwBuQeyAumXtS+7HnX0W//nRcVbdGCh1/82EvFbxhDj0YEK7yF60GkDXNgRFBM9ciJcGxjQi+9OUzs+BxzfGwZzmCl7vqEa0/StGsSOR/rQI0yen3u06+h66Pn75KU8nNOfZ83SxYSgY2RVSSCoRTLPrqeUlUPZ2CPfOmp1aLf+QzeJ+YUR2ImT6sNHZYR4R99+i0pfWI/ePrPbw8hXR87UxoRWFnhYpaDp61Jm2HdbHCBa7gvZiRCxYgAnBrj8Zu2pwzhzR0gEWZdkyGVnT3/EFFK28piIhHaPJf9rxYRzlBBImyrcCoOrZt2Tbqe181J25D3hzeABEO6QiJM2kQuOJuEe2qP01QRK+qN7Pn9Jd19NscEM9kdkVQsDxvOcOXxTfoPX/2cYl4ukAgj2RmIKCHirJAfFotoDIXHwNndBc37gY7MOjFXrzKsT2CDiAZE5/IcLcIZ0BvdNtX0mutI43J2j2UFiRDCGfL8y1Do09szKIeInAxnCGXARtJ4eNOuod/71hfT5z09GINSiscD7nV5DnvgwjzpYlyG5uHpOMWvWrfXEcykYc1ZPKYTEqG1SXZZ+KecnWH8vogywnI3AImB6ae5vM7YNK4rbRuRCDBE6jqsrbNhf2ckwqL3wYgQ5wkrXE7r8A/GeWln3iejBvfPQnxptLzi+AbdBNmAUFinSA4G4o1yyYnAKJEinGESjPeNyyhJlply7OkQijLz0xgnQngZY577pnH0aU+5Ko0pEc5gIBE09wnWi3Vj/uTL9LrwrIjGZL1wDEaJ974yko9fNCJclJUyaZukgBBZDOFxozht08SA/fCnv/SZ9M2f9NjieChbWfIU0d4H7j1PRES/9LXPpf/wVc8OZcTNz/vuPJuIUDDmvBbOkO4Rf2clDsMZzu0vzRSPFQoHIWPxgxYctHWSE0FPQLzpY2WPJ8odUECyEaFWJ/gOxhdWmLz3ot6TpqGrT2wm1AF6nWqey81pmxQ/nXWA+8PWJIe+fNITLk+xkyUSQTaE/6plZ2ArKxuZiBCJoIwIBuQLN5olmaSjm684Cn+TKbgYfuULrqd/++XPTH9nBUXGwNaQCJYRjot3rmSqR1JQFCx+1koOkPmyT+dYSIRT21O69R+/kp5zQ4gNF2RIelMd28ckR6gQtq3c7LzyiQHZwTC441VOBMMAcghNKqNM7IVeIBEae3OkX1PmRBho2WN2hvA7cyLUajuWYeIzn3Y1PTGGbCyHIS3OFuwzZxTI5WzP2jQe/iqcCAGJUCqSX/a869I7JMrPzyvsSiZay+9/RxErTitGTKKSL2csnOGwHv2DCHq1eDOmBfty13A4w0CzLnsneZPPxIo6Jn5daZoy9GZz2iYldda1dGJrQkeVkW7SNrRY+hRWpcMZHlI50JFYUXq/DrGrGZGjyhlhbXZQ8eW1aezdS5Lc8ndW7O+NnsdjG50Y2xLJQKJ+RMgvkzP6MBUKz8n4fBcKiYAG5QOLy2NuvtScCBl1FvQLabTDsL+AyKNo+MBNV2OuQyiXH9uAkKf6nDYmbMS8B8jsuIRBbSa7Jswdea1a/z4bHRoRyo15IlZcDIljYmx+4WfKxoGaoXUVEgGRGGk+hHfWrXgHY9I1wenHhi2i0hFj1Ykoz2XIWXTJ0dxvLjkyo3vPh3eGzzGHM8g5kue9C/NlQpQGB0NZF4tYcUxOxbWBkaiWLq3L2lXGhM1pMGgcmYWMRCjotf+RL3iqcCoRWUiEEl25qcKbDhLGFEjt5RjGWyYkgsFzwUZM1iOy40m+n2ffcEpeO1IfNmw97oqjNIvhidyuf/b5T6Gf/OJPWLdpDyu5yIlwSGFL/yRaZhkVUEszdmSjMxX3ayEGS1sfT2/P6C6w/mlo4wtuuoSIwsR1yU1gRW8c/c577k5/YziD9rDpgc6/JyQChDNcUEaEz336NfS6991Dz7zuJFmCk5XlXeB7i4VeQJDyoqGVep4ELswZ+RF+//hD4Xk9+/pT9OYPPxDuU/WS5+O8AA8QzjB4haZoHL3pNS+jP/rAffSf3/6xgsneEnwGJRIhfGrjEBsR9LuqZmdQimXjgqWdwxmuvyRbqrkOGgbNE+1yyIYTrh8bpsakakSA71vTVizWrBwwgVeqf+VeFlwTPQPMPaCVw5LQknlMfGGtTjGx0aOJ7NrhfvIT023penP7GNp6ZmcujA64tj3m8qP0kR98FX3Jv3kz3fHgbpVYsUTt9IfyxrikJKvxb2QnQJJJlLFwBkQiZMSMFyzjWiZtQ8uhr45XDNVCT0LNa41V3pp2dO/5gFo4sVWGfvDY2jDaj8IpcEN98gv87k+/RbYlKcm2EaFxeSwmI0IsLigySzOcYa6MCCe2rXCGuHFbw4bwBc941OqTRmQdJALONZPIecBGhGkX4N8MlZ20LqUbPoxYRGObk7xuzrqGfvCzn1w810nnaN4PaTxrJMJZZURoG6JXP/NR9O/++DY5JmOfePqj7TXxoMJrvt5A1uS6iH6yjGssciiXY409jPfFzdCRjS6hePYXg2nEFWlzW15LhhwG5sN8kZEI+fn2FXI9Lv+7/toTkgFxlTiiFDuxHGQ4AyIR0KvN8xYy2rdNxpfgOt81jp51/Sn6zKdeZZLXsWi0wkGnaN5w3QP6H5fJUwDPo5PWUT/Y6+MqQd6gHM6Qr8dwBp7TWUezyP9Sischp0oeu+9iBScCkeSRaVR/O4QNIXEi9N7Tk64+Tu/82EP0osdeYp+r6v+cG07R73zzixLKkEhuji85Ok3zrrWh1SHJZy6EeSVwIsS2VTIuYGazdeSyYzN6/93nCjSMDGeQpe0V4Qyhvkc3JnR2bxn4tjyXk9/R5cc2TB4GFCucgRHED6ow6S969rX0mArCAmVj0tKiX+bsMegYUHxXLG3jUnYYntcTEiFec3Sjo3N7S3rW9cGIcOnRGT392pP09z718dW6zLqW/tPXPIduueoYOedoa9qlee4pjzpBN166uj0PR7loRDikMAFb1zbUtS4pd7VwhqMbkyLmVQt35B/6nCfTcvD0pg/cR6/9izvT7zgIP/KDr6rXzWABZmKpLe3RV5MIT3L9kD03REGRGLy0jD/1USfohz/vKdV6oAfqDoPp1IovY7g9K9BcPW1EYOOKNtp832c9kRrn6M4Hd5MRYZ1JF63rn/20a+if/+6tdGp7ak7mybChJsU3fPtLimeP76xGrKgXFi5Dx2dpQqNX3HIFvfUjZ+gaxcdw+bEZffyhXTq5PaVZ1yRoFVFeAE4oD2aOY/WF9711zkxnh1KLFZPhBvJ5IRIBNw01AiouygwRcgjHDL9NQfnQ0jbSiMBKyRwIoZj5mghj2WWfRWipHtc5FCjkF3/gwlzMCxbPwNe/5EZ6x0cfpKc+6oT5DCyP3xisfkwal9OVsXzKE6+g/WUv+oyjSjiDqr7kRBhSn8GNxJhMuyYxhVvSpc1JNpCd21vQTqW/oId2a9omw+OxNZAIdQ9auxYnAhrIRBuarKhj6s8pQFhTHcDzxqIV96OG4pZyoa944GNryLqyDifC8U1J7MrZGfiZcxYdolB378v82uuK5hohkiSZs66hRxn8NdO2pcVyIDYV6BSPGpbqnKPv+rRb6O996uMFSqdpHP36N76gIGg7rHDYFBv1V6FLro1ts9KgsjCUvx+8qYtw/7svrvVHZxPyPjyZeT+IccPzvrVhskIfEhJhJDuDrsuXPf/6alu0hHCGSKzYD+LdZK4jRxaxInIHOTCw6pR415zcoh/5wqetrAdRniMPauhlvQHT6mmnAd8jPO+ccWmE77WQhNZrSv2CSIYzLAZPbZsRCxbHQ+JEAIJiSzYS+SagUGA+FUYEI9WyFdq4rnSRE2HwRLdcdZx+/queXQ0fdOpZOudGs9xcCoYonLvZqKw32mdSOMMyk4RvdCuyM6zX5n/yOU+mH/ndW+nIbEIfuOe8Gc6g389OQiJIpyPPQ1uTNoU+cDrr5eBNhxrOQc7ZHAocvnVGGRG+4aU30VUn6kY6lq1pCFPM6MP8W82JhOEMOVQoPpvYjsuOzujYxoSuORnm0915Tz/5JU9fWR9GqHLdGP14mH76cJGL4QyHFI75mjTODmdQsYxHN7o8+GtGhPh5cntKX/TsawvPjkYirCMc05OMCAU5o1a4mIVZIhEsK+OqlEWoxFuEjFZ2hoREiJ4A/kVv2Dk+6zOfejUREV0eNz1//dmPplc/61pBELmOZT4RK3pP3/SJN9G7/9Er6NTW1Fz8ubp6U/zo09v0GLXASIu6fJ8ZLimPc4ogHSKR8uTGRfUrX3A9vfO7PzlB4FluvPQIffCeC3R2d0HHNicmIkQjERKXRp89TRjWMMZEz22xBJ/fZcdmwqjCoQQhO0PeNNTiyDSME8vHmM6k2I5AgCcRZaB5OfYTJ4LkLdBenuwVqoczTKF9J7endGZnDizsJRs/EdHzbryE/uK7X1ENZxCkkIfMlc2CZFwsp7an9OXPv14oKjVixSLFI28ees2JEH7vh/FwhlpGAxY09DEc+uzuskrEdtnRbAhBrwB7P/D5ayNCTWaTMne4JWhQQUGvECrNGM6QjAhtaZjSyIaagYzof1M4AzyvGhJBhDO0DQ1DCA9gxf3kNhgRgCfiMMLEpigin3gFYTLpXEi5Fg1S5xXBl04zycgjC7HyxKuPF+ESh5UjqpxVr/SySPK2CrGgEVYoXTSIMhLhKGRn2F/2KsUuf6Jxkw3SWblvXLgnr3UIW8bNqObDWZVGTgt7Sr0PmVxq2Rmcy/MMc7ngmshIBEd5w4tlrBLtMR8jZLOE+yw6bXhtKsIZlFFk3U3m1rQVPEKmESG2/f4L8xAe0uRwhqWx0U0pHiELkSU8V8xFOEN+V2j4Q6j64686Rs949Em6PoZoHoT/gaVrOcVjMKLVDAhj9dfys1/2TPqVv/m8RLJIpDl3wl+lESEiEfZzdoZveflj6Se/uNywHnQ2v+rEJv3Q5z4lOQR2Ic01SxHOkJAIEQ0L4cy6/s7ld2PNg7wnesFNl9BXKp2C5egsILQZkcFSQ2Jq2VT8Njo7A5FBMNm4IlyNw0x4LnjVk66kz3ra1XRso6NZ19BrXvm4teqDsgVhdId19Dwc5CIS4ZDCVrZJRCLUwhnwb+3h1aJJ3ILXKywO835YCRfS8oZvfwm98S/vo7d85AF6MHrudOoy3bm3lBGBJwf0eF11fIM+/tDegVIW/f1XPp7ueHCX/u0ffSQdQ+Zelkxa1tBjLz9KH7n/gqgHy5c9L3gnvvFlN9HXvOiG4ndBSrjG+OUqDEOAW2/Puph7ubyY672xhoKzOYJEcM7R1qQtJtenXHOCbr37PJ1UUOVOeZ6dc+YCeONlR+hX/uwO+vhDe3RMGbNSNosiO0OEFw4ZiZD6a7N6Eqwt5vj8Lju6QcOQ4Zno5UAkQu1WrNBw6kEsP6SoalJ9icZjw7vW0XQo+x0SK6KRIRsrwid7rRILf1OGMyDS4tTWlB64ME8b22BAOvjCgveYJK/5gYsJ1xmebkucy+//lU+8gn7zXXeFumgjgmDy9oUBJoQz1L1yNfhhqm88jiFV5/YWVSK209vT5HHdnrUJvZBSPEJFZiPKEApyIox5e62YX6LcJzHFYzi/Tf0WuS5WcSJYgiSx/6ulizHSy8FXN3yaE6H3nh7cmSc01MmtadpM8HyG4U2f9PjL1q+PhURAI0LFSDRtG2Hw0YYpNkDNuob2l2Xqwv9Voh0HqwxDPCesygTQNY7mZG9uXUQM3B/H2ZGNbICbL4dquFmqQ4K7Z6TDFz7zWjq2OTH7yLLijSYqDeyrxFEwtHD7J1DXDvQNnK+tjRBvyj1JL+sYqaCoR1o768aaMdlKnAh5vWRSax0bP2kaWjZlNpwx+fVvfAFddmxG/+Q335/KmqpwQKI8Xr7zV99FROH9XHd6m/709gfNuZLr9G/+8MNFWSjcDzgkl0jqRyIMFJwaV5/YpF/++ufRD/8213t1W7VM2zCGB7/aAL/u5o/Z+HeFHoN9L6MSUR4ETgSery87tiHCJVg0AmVduezYTPxtpXhksYgVibJT9MisE4atadfQzrw359VkRHjMJfR1L77RrFvTODq+OSmQCJpUvCaaJNdyDOgxa71T1sumXeBZ+JZPvjn99v5//MrROvynr3mOidREh+0jGIhw0YhwWGGlp2sb2py0Mbdxn2CQ2ohwtMKJgMJH+feTWxM6tT2l3XkfjAgGMcmYXHViMw1uXoz0plNbWlmRYiishUS49vQWffyhvbUgp40Li97VJzfpq190gzAiHN8sM1jkjQTR33jedYmRnRfVjUlD7/vePKids71BwmK6spYAwwPl69jmhI5tdAWZJJe3joKDCqzFaWDl+P7ez3wiffnzrxee1HB9uHMN6s7CbL1/dvuZgrmXN+saicDKVj8MNJ1IdnvOVDAmtZ9Z6X3s5aEeaFRBxu/deU+fcO0J+rSnXEWfEdElWo5vTui13/QCEVvG973qxGZ6PhnyWId1t01DOJx4kcf81uzhIQr9DL1Xf/eVj6NHndqiT37CFfH6kjcA40lPbk/ozIUF9XFzfRgDAt+HxYoDPIgEI8nq8zgW9a3f+Ul0fHNC7/nnb6Db7t8p3nmNE4GNKTvzPkIy7fqm91fpTPz77Q9cSMfO7i3TnPu3XnojvfKJV6bfmsbRsY1ACLU17ZIn70QKZyjLXolE6HJ2hjEGfIR0o6T+RCVJpk4z1TSl8mGFqmnRKJn/1bIxaen8/rKaYxuPT9qGzu0taNF7OhWNpBhadc0pzq8d5qn/+NXPoefeeJrWlW/95JsLuDFmJKq9Xz03a8MUIxEuOzajjz6we2j0z0HlqDICP+kamxvgGY8+GUJE2hwiMyZjSASiMGY5nOHYxoTu78IauK9CFKzrsxEhhz5cfXKTnn/TJUXsM9F4OMMqo56WrVlHO/NldvKI9Ixx050897K+uDY1zhE5IuelfsHr2CrhsnlvcXAjAnMi5A0bb7See+NpesOt96awnMDnUYbejQlzTLAOg2hDvFqPl65x9I8/64n0ssdfZvJUWPHnlrSNo9d920tEWutqOIORNWKVLj0mlx6d0T3n9tNaPCYHLf4SEc6Qj3M/5EwHOYNI+LKz36dsEbX3Z3EtrCOXH9N6ZH6nmuhxryBWXIFEUFxCKGmPtKLCJ7am9OH7wpr+KbdcQb/17rsOhKbBMDo0itbCPa0+w+/t1PZUhKSsIxjCgIIGo0cyEuFiOMMhJYUztC4N0rvP7tGF/UA+wpveZ19/mo7OOvr6F9+UrdKVMlPfjp9f95Ib6Re/9rlJCecJ/yvWjBGctE1aBD52Zpcal0neWDRKmWN4mOyI740ekUfFOKF1yK9YQbTafGncJNspHm1I6hj0DAWtgOtAoyz262946U30C1/9nOJchhSvo+AIJIKR4tEim9mYtPSEq44Vx7emHf3y1z2XfupLx2OzeJN9Lub4tkTD5du0MfKFF6V1NrEeSg2uyRu3v/bkq2IbQFGLG+8//Mv76L7z+3R8c0Jf/vzrR+91y1XHTXbhJ11zvCCi47WlNzzGk9aJzU2BRGgkEzffK2XUmHb0VS+8AdBDRjgDbKpPbU/pgZ258NAThffwLS9/bLW9WixOBL0oXn/JNn37K26mVYJGkTFp4nmXHp3RtGtS3PW+YlLG8JTQzlC/x1wWNnX/8S230398y+1VxSyN/coJXN4H70EjwiJ5jV9w06WFYsv9H/sdf7dImKwxrT3ZXI8xby9upFAyEkEZhLqGrji2QdO2SZDYrilTfWliRUt46vzfZENIz2yVAYYojDsmUeS1gY06R2ZdQkjxO62l2qzJq591bUFqiMpcNZxBGREKYsVoqGIF87CGu4MKrrv/7W89n374c20Ool/++ufRr33DC1I7xlAyRGBEqPy+0eXY5yOzLhtEFyo7g/EcMJzhFbcEIyvPGdb4EkgEMd+u16dQLj0yo3vP7ZsbmJSdoWnSnEaU5+lNsa4EdvuT2xMRpnPLVWsSPCaDIGf/yWX83re+mN747S8dvX5jEkIu0OvL0PeveeEN9KbXvCw5CDg0zspKs0pmiZtgMNcTPV66tqGtaZfWcy361mNqw/WXbFeRmpJrJeshqVyFcjuIXHF8g+56aI8GyM5Qk4PGsl9+DNOE4vrCBqzGRLNcmC+Ts6O+PoYfDmpY00YEomycvFKFwuZwBs2JUK6jzrm1whlqxmUW1EW/81WPPxBXz+ZUIhHw2W2ksacNW7KMSetSO//mS2+iX/za5659//G65bn7kcyJcBGJcEjhjWTXNIkA5OMP7tH5/Z6OTDP/waVHZ/QX/+gVRET0hx+4j4jqE9/NVxyjVz35SnpyVISPbUzo2EaAAG5G2PuHf+BTD1RPXoTvOLNLpyK8F0V3bk5llZEI0hJJlBWCddJwIWmWFo7fNMmPNCRVEbysElQcb7y0hIZpYe/Vix5zaTp2dKNMBUaUif/WUXDRmFESK8qJZh15BkD5a/Lo01sBntsPKZyB/2YpkQhZ+Sx4AAyIsBZNQMTyiY+7jH7yi59On/yEy8N91AzeD57edtsZIiJ6/JWl4WSVsKfmSVcfjxDx7NEd2+whyoAovxs2IjBpEJ5z1YkNuupEuSCHexnhDBBHfHJrSmcuzKkfBvEs//y7PvlA7UVughTOoMbw677tJWuVZaUQtOSxlx9NY54oj/87HpRkqZgGDpEIj7n8CE27hn72TR8horqXdBVRJJf3njvPknOhHuf2lgLtpSURQk1b+i9f/zz6kw/dbyrZnNrJ2rS893s/hd76kQfo837yj2k2GU9xlsuzkQgWEShRiMV89g2n6U//4cvpB3/zveFc8JZuTBrai2nWtHzF86+nt932QPo7hY/8b0MihHasUhaJwlzPMPmTKZwhzEWXH5ul9vI7tYysB5VbwCBbRyLkPrE9bYuY2XN7gQGcFd7/XUoh9umnrECgEeX1cxUSQWdO0YIb5yOQ4nG/IFYshTctT7r6BH3pcx9Nn/UJVyfjP3oNeU2qcSKc3JoeeMN06dEZ3Xd+Pzl5pgqJwPM0I8vwnE1lnP6hz3tyUf66Ri3ux6980hX0GU+9ii4/tkE/9kVPo1vvPk83Xnpk5ftxztHmpBWpRTmcgWH9LJMWuXsOtrHGkLuc3Qh+N5AIY6LvfZC6YErgDROJUJZb0zvG5MrjG3T32T2hK9TkoEYKRFXhpbxuT9uQEn6InB0sA5DJ1ta/Vz/7Wrr3/D79rZfedKA6XXa09Kz/nU96LH3vr78nkhJmlIPmRGDOm6MQzpDaRxgKZIQzLHPI95igLnrQaXVz0ok+ijrYJ99yOb3ilsuF7kJUzt047o/MukNxz1myrRxmj1S5aEQ4pCw4xWPnEnHJnQ/t0vn9RZW7IPWjSn86MuvoX37RJxTHZ11jes9q8j2fcUtaZHgjc8eDuwJq9ZKbL6X7z8/FhHXJkRl9zYtC7FLmRIhIBFBmmNRmasQBaeFNrFVt9rght8IkLSTygsTNsCYSQYRfnFrPiPCOf/jyKqEdSiKoWYMTATedmpyucW7t2K+DyKRt6KnXnqC3fPiBhMI4uT2huwEaqbMzJIh2PxT5pltXbpC11H5tGkef8sQrqtf9s89/Cn3LL/05ER3c60hE9O47HyKivFGYtpmwcJQToWmEAsKKChtanHP0hc98FD0PoNS//60vGfGS15EI+8uBTkdixUW/GkI5JjL0p1T6DlTWGu+ViOjH1Jz0tz/pMXTnQ3v06U+R3iiRnQHyyU/ahh5/5TH6848+SERUNSquJFZssxHhUSe36PKjG/Q/3nM3/Y+YztaadxGG+fRHnzRT733e069ZGc6wmbztLZCQrjYi7KtN/2aax0tiRa5v4iRpM77n2MaE9hb75j3/4ac9QfydiBX/CpwIr/u2l5gZdSw5KBKBRYczHNmYpHf//7V339FxVXcewL+/KZpRl9VlybaqVVywZRlXwBXblNBCTEIzKfSSLAECG5Kc3SRLzkmDDQkJJclmCWzikIQAKRBYQthgMGA6NsbGRrax5SLjKlTu/vHeffNm5s3ovZFkaZTv5xwfS29mpCfpzn33/e7v/u6Nq18FEL8rTyqmVBZYHyc6R/vxsrwwtnUeiZqdPXC0G7nhgPX3U57LnKUmtkBzf6zlDAMorAhEfh+ZQb+Z0WgGRLt7o28kHF5fXZyNx649AfWlOXF1e3w+Y/byo54+hIM6iBB5jxTmRK5LDWU5VqCpP9cuqkco6Mfm3Yfwzs4DUZM8WsAXqUPik8jNhJWFFDPo1+ftZglRLD1Oyw0HsKjJCKDbZ+/dXAKyMvxR2Z6x68Y1IxNBB87ji7EmE7b9Xa3lcVFfO/qLfZig6LEWew2MDTQnYw9s+X2RbZidAl4DWc5Qnp+Jnj6Fnr7efq/Fqdz8za4txHOb9kaNO4LmWnufTxA0t7bVwVT9ftCB00Q/Uyjgxw3LvBf4c7oufnpeNQI+weLmUjz0crtVeP3lrZ34/IMvozw/Exl+nzUuclrO4JNIHSqnWifdVrZ2P0GETHsQwdvv+7KTaq3gGhDddguygjhrelXca4pzQ9ZW8EB8sfnBYh/PjuZMBC5nSNFpU8Yiw+/DuTPGoSLfuGHfsf8oDnX1JrzwZ4UCURcytzICPk8R+YvmVGNxc5n1WsDYKsheOfZnlxyPP1wzP+pNu/bLS6xBtp4d0J2DfWZ/xeQK3LS8CTcs779DiywlML7PI9fMx7+dYeyprlND7Z1AopkUazmDy6qt9voRyWbIzmmtsrapLMjKcNWJeclEKMt1XvMHGAOwVG6c3ZhXZxQs0rORH58R3ZnGBi/shRXry3JQX5pjda6xqdd2A7mYA8DZrVU4ocE411RmHeeY69F0FkPQH1ly4EtyMxXwRS9n0LOhetcPnwCzaotwbts46zlBsyCXE3sRRi1ku6kuzQujTwHv7TnU72xOMrEp8Pp7p8LnccCpleaGcd+qmRiTHT3A17+DA0e78VFvdMbFZIflObEiNR6cH7cHhSaW5cZlHsQWrQIiQcdEP+b6ry/Ht86ZmjQt0ziuB0s+FJs3Osnaq73eh519qVHQdoMTipoxjWSYTBtn9Mc6rdlLTYSBZCLUFGdjfoPz3umxrEwEFwU27Dd1VmFFM5iQFfRbBcq0wegf7e/zRMUf7QPdEyeWoKunD/94d4917MOjPcZON+brj3Z7v7FMRW7I2y4P7jMR9A1j4hsWIBLEKDTf643luVFbZCZ6fcvYvITXXd3W9fXFHhizZ4384FOt+N7KaUl/Du1fTm7EVQvrUZIbQsfBLqv2kn2s5fdFtlWtKc62tuFsGZuHU6aU47iqAuu59n4xI+DDNYvq8cg1812dCxBJ0U64daCL66Vu+2OygjihoRh3fHK64/OCAZ8tKOQuMKxZu2X0RAJm9j9p7Hlu3XMIycT+WDNdZE5quu3qsYlug07XOWur5RTGHRW29P6huLfTa+Tf7ThoHQv6IzfcQb9EXbv0OFgXL/WyRWeqRAQXz61G1ZisqJt4APjduu3Y+eHRqL7XHkTIsgXCQ2ZwxGkM8pFtyXcy9gktr0HjmdWFOHlSZJLKHnRMNCbVy7Gt7zlEY3D7PcixqqEzHJiJkKLxRVnY8I1Igb/C7Axs6zyCA109CTMRzp5eiZaKPM+Rr1DAh94UG7p9cFrikNaUiLXFo3mRsQ9m/D7BFQucq63G0hdTvW3h5Mp8a92yrhprj7AnWkusOyq3yxnc3pB+5xPOa0yT0ReJC2ZP6Pe5UdX0YwbZueGg5yIubrVVGzcf7+87DAC4fmkjLplXg2//eT0efOH9uMGBLqzY09uHhY2lWNgYGcw73SBrAZ8xmzSQPnJCURaeeSe1zvym5U24ckG99Z4LOmUiOMze+mOCCFVjjCUg7+wyLvxeO/2AT+Iu/isml+P367bhusUN1vvpf9d3RGUEeeWmJoLrryXuljN4EfAJ7n7GqMzttw0ezpxeiZe2duKtHR8mfK1Op020A4E91bmxPCduptzphktnQsWmp2uhmGUM9jTu8rwwPjCDSvbZ9ktPrENuOBgVYIqVkeBn0YXZNu8+5JiJYPycxv8+H/DFZRPx4AtbsbCxFI++tsNVTQSn+i5DKRww1qW6uTGy/5yF5oBP35hnZfhRX5qDBz43G5+8+znr2GBYNbcaP/u/9xIOaO198/LJ5Vj9YjseeXU7TpxoLG/TmQh6jbiXnYkGwuvuBJGaCMnbSVleCNs6jyRsI/r9oK+35flh/OaKuWipyIvq61PpPsJBPw4c7bH+tvblDM3lkSBCfmbQ9W4IWnFOCN29Cnc9/S6A6L9rwC/WErAHL42se87PDOKH50fXGYq93l1/cv81ZuzqS3Pw+BdOjCtsHCvZUsusoPG7z8sM4hefmZXweYsaS6x6CSfUF2OKQ8HDRMK29qzTymOvCTcub0R+ZhD/+tvXo4oaOynIysBNy5tw2tSKqGCTG/p6rZfthIM+HOyy7c5gO62xBWEU52R4npADjLasDcXN3SXzavD2jgM4b+Z461jQ54vaLcA+GVacY9w7HOzqHrJzSkaP0QuyglZGwivtnVE39LofyM7wR2XIZAR8CTNy3WYi6O9fWZBpBStTlZnhR04ogINdPQnHrFVjjElfvYzD65Ipt7JskxrHIjA0XBhEGCQV+WHs6DyC7Z1HMCFB56lTar0KBfwpJ0/ab8wSBRHm1hXhnNbomeremEwEr4MZTXcQHx7pjntMn489vVlfFGIHy3o7RPeFFY3zHoyqqC/dujRqvmVsQaan4i+xaXnanee3Ru2zPphm1RRiZds4XDTXCHT4fILinBBuO2cqbjsnfq2n7uidJrDslZtj+XwAeiNr6lKhI8OxhfrcCPh9UTPiQX/kZsZKO3f4oYLm2kTN7xNUF2dhw86DUa91y6mwYm44iPs/GynMWVucjU27D6X8Xoo9Lx04SfUCFfD3X+vCqy7bTLn9a8+sLsRvr5yLplv/lPC1iQKITl9vYlluVOVywLmPuuykOjz77m4smFgS95idHuDZZ6qf+uICK9XaCiKYW0rpXWMSmWwWYFsZE2iw7xwQtTTFIRMh4PMhFBC89rVl2HXgKB59bYerLR71lx3IcgYvwkG/6wJ4tbabJj2Q1u/XMnNw32CrgO9myZgbXz29BV85rSVhoCMYlZWUgSXNpXj8zZ14btMe5IQCZpHagDWwPlZBBK/pvcn6cbvLT6rDpb94Ea9v2+/4uNPWzk5jl1R6D2upRMx20vZjgPvtFO1ixzhBf/T7ym1/Nxg3cg0xu4TE+vXlc5LelMdWxk9kla3Q9r2rZno4Q9sOQt19jssZAODKBcYa/Nm1RQnHtnZuJ5hi6aUS080ggu6LrZoItr/dmdMqcdrUsVH1tNyqiAoiuHtN6/gC118/PzOIuy6MDkp9bNpYaxlw24QxKMoJ4dV2471XOSYTr7TvxxvbPzTP6dgGEXQ/bB/jbeo4FLXNpBVECEWWdB3t7kVGwJewWK1eUuQ2iOB255P+zKweg6fWdyTM2qsy27C+PA5WoDqWDgICo3t3BldBBBFZDuB2AH4A9yilbot5vAnATwG0AvhXpdS3B/tER7qK/Ey82t6JXQe6cHar8xZ1qVraUuZqBsqJrowOIOGs9y8ddiDQjX6g28jpDmq/QxBBb2FoH/AEbAX+Yt16egtaXBbfK8jKwJLmMlwyr9rjGccbaHR0bEEmtuw5HLecoTKmMu5gCvh9+NbH44MFiZx2XAVe3LoP1zvsFDBuTBbyMp27isVNZXj0tR0D6iT1zIB9T+xUGVvlGR8HkszIGhe/6ItbXUkONuw8iDFZQatYqltuihR+atZ43P7EO/jq6ZM8fW07+8zLkuZSPPHmzpTXjf/7mZMxNn/o2mBsl9VfxD/REgAtEPWzl2H1i+1Rjzv1UY3luVhzy5J+z1UPdOyBCGOwZJxzpod1/4Cx17dToDG6IFrka2X47dtBGf9bNUl8Yguw9B8YiCxncHWqA+YmiPDA52bj4Ve24fjqQvz46U0AIteYJc2luH7pRKwy++oiW387WAWp7IX0nNjr+xTlZGBhUyl+t247Lrx3DSYUZcMnQElOTiT9+xgFEQDgrOmVmF3rLi1c9w/Jth8FjDHFZ+fXYIlZ8DaWrvvT2t+kh+13+q1zprjqN3XQQL+n3ATG3Iod4+w+GAk0hgM+19lux+I+rr9U/0lj87Du/c4h3arVykTo6cW4wizkZwYTZtL2l4UwUK+2dwIApo832pz+27VU5MEvgrYJkd+XUUQ5tT9SYXaGVYfAzXKIZ25ciKKcgY0B59UXY169sTzs++dNx/4j3bj370bG3uUn1WFTxyG8vLUTwNCsn09W40YvJ7C/V4Do63VOKLKDztLmctz37GZkZQQQCvgTTopctbAOL23dh5nVyfsQve1rf0E3txY0luKp9R2OE5dAJBNBm5Ngi8aB0sGJivzwoNT2Gan6DSKIiB/AnQCWAmgH8IKIPKyUetP2tL0ArgVw5lCcZDqoK8nGE28ZBb5m1bhfB+bG506sTfm1GQEfaoqzsXn3IU/LGX512Rz88fUPojqI+1a1obqo/yKFdvlJggixa7EAYFFzKf70xgeoK43/Pp9Ikj4cy+8T3HNxm4czHToV+WFs2XPY1ZaYwyUU8OObZ01xfOzO81uhEsxqfnflcbhpedOAUsImmG0qexAK3BRkRXbUSJaJ8MWTG+OCOjryPqeuyHNQZMWUioR7uGufmV+DT8+rGdCNUU1xDm5Y1ohzZ1ShMDvD2ELWZXZOLPuSlaGw/oPESxecRHZ3cG5rekbu7OmVyDbrywDGIGDPoS7H17il+8bSXOfdN8JBP0pyQ3HrKb2y/+39PrF2XbBnIhxfU4Qtew5Hb0EZ0NkJ/bcdHbhd3Dy0f18tHPQlrDWgzakrwpy6oqj6N1rA78M1ixusz4/V9ol2OjhTW5KN4pwQTmgogYhxfKO5xOm4qgJbJsIxitAArusCAPHB/0REBF8+rSXh4y+aO+bEZijGsgdOV9rSt5PRAbElLWVYu2VfXBbbk9efZGWEeWUf45x+3FissBX1vXJhPc494K6fGAmF0C6YPQH3r9mKtz84MGTfY159sZVZNX1cAZbcutTTte8fNy/CvkPON2te3bCsEf/x2NuYYxYz1llt57ZVoWqA/a6diGBObRGe3tCRdJtezeuyDDfsQdepVQX48qktuODeNcb5DUFyak1xdlRmgd2KyeX4wyvbo3ZpAKID3jm2TIRbTmnCJfOqUZIbSrqbwYwJhVj3lf53nzp5UjnueHIjVs50P75P5oLZExAO+nDGNOfJXH0Nzwz6sfqKOWgqdzcx6ZVepr1y5rhhuaYdK25G7ccD2KiU2gQAIvIggDMAWEEEpdQuALtExH2O9yhz8dxq/PhvxgyLvRr0SDBjwhhs3n3IU3pgc0Ve3JZ7usqwFysml+O2P77t+IbWA+plkyJf9xNt43ByS1nc7gHp7JQpFXhu017XlaZHooRbgQX8GF/k7SJbX5pjDcwBYNq4Atx+3jQsGISb2h+e32rd0CyYWIr60hxc7bAl0py6+OizvkFoTuGiErtTgZP+ZkPd8PskaosnrxkTQ212bSECPh/+vnG351TTFZMr8MirO9Bc7jwjkRsO4rmbF1t7cd92zlQ8/uZOnD9r/IAv0k3leXj2S4sSZgf5fYJnb1o0KMs/HrpyrlX08NITanHHkxux1xYEOWliCU6KWX6RFw7ihmWNWDYp8U4nWn5mEM/fsnjAGVRurZhc0e/aby22GGcip06twN/WdwzktDxpnTAGx1cXWtlbhdkZmFpVgG37DqPzcDd6+hRyw0EsnVSG7zy+IeEM/nALBfy4aXkTlgwwgHTFgjo89FJ7VKFDu+qiLLy353DSHUoSufuiNvT09aGlIg8dB7ribh5qS3JQm+Kstw4ijCvMxH/GFCJMdiOl/ej8Vtz9zKYRkX7cXJGHM6aNRet470tg3SrJDWHD1yO1vbxO7lfkZ1qFxQdqxoRCrL5irvX51Kp87Dn40aAGELRV86rx9IaOlINVAxUO+nH7edMwq8YYh8xvKMbiplL89e1dUQV3j4VTplRg3VeWouNAFx5+ZTt6+xR+v247vnHWZOs5pbnG9rtleSEE/D4rsHLDskarIGSqJlfme1oe3B+/T5IGNHUmQsAnmDTWff0Qr1bOHId9h7tx2YmpLe9JF5JohtF6gsjHASxXSn3W/PxCALOUUlc7PPdrAA66Wc7Q1tam1q5dm9JJj1S/XLMVuw924VrbrMpIsP9wN37w1Du4/uTGISsikiq9FdxojtQppdC+78iQRLTTUXdvH5Ryt6/8sbTv0Ef43hMbcOPypkHbK/if1ZNv78TUqoK4IpJvbN+PHZ1HE96EdfX09jurPZp09fTim4++hQvnVLu+EU93z2/eC58AbR4qtw+HjbsOoqunF6+8vx8vvLcXq+ZWW0Xf/tlt6zyCX699H9ctbhhx1+7/eWEr5jeUDOlyQRp6vX0KfUqlVBujP0opfOcvG3Dq1Iq4ybLhsvtgF57fvBenTKkY7lNBX5+Ky5jc1HEQ1UXZg7bEbDjd9/fNmF1bhBYXu0aRQUReVErFpXe7CSKcC2BZTBDheKXUNQ7P/RqSBBFE5FIAlwLA+PHjZ2zZssXrz0FEREREREREQyxREMFNiK8dgD3frArA9lROQin1E6VUm1KqraQkebVsIiIiIiIiIhpZ3AQRXgDQICI1IpIB4DwADw/taRERERERERHRSNPvwl+lVI+IXA3gzzD2u7pPKfWGiFxuPn6XiJQDWAsgD0CfiHweQItSylt5biIiIiIiIiIasVxVD1NKPQbgsZhjd9k+/gDGMgciIiIiIiIiGqVGVnl0IiIiIiIiIhqxGEQgIiIiIiIiIlcYRCAiIiIiIiIiVxhEICIiIiIiIiJXGEQgIiIiIiIiIlcYRCAiIiIiIiIiVxhEICIiIiIiIiJXGEQgIiIiIiIiIlcYRCAiIiIiIiIiVxhEICIiIiIiIiJXGEQgIiIiIiIiIlcYRCAiIiIiIiIiVxhEICIiIiIiIiJXGEQgIiIiIiIiIldEKTU831ikA8CWYfnmA1MMYPdwnwTREGDbptGI7ZpGK7ZtGq3Ytmm0Sse2PUEpVRJ7cNiCCOlKRNYqpdqG+zyIBhvbNo1GbNc0WrFt02jFtk2j1Whq21zOQERERERERESuMIhARERERERERK4wiODdT4b7BIiGCNs2jUZs1zRasW3TaMW2TaPVqGnbrIlARERERERERK4wE4GIiIiIiIiIXGEQwSURWS4i60Vko4h8abjPh8gLERknIk+JyFsi8oaIXGceLxSRx0XkHfP/MbbX3Gy29/Uismz4zp4oORHxi8jLIvKI+TnbNaU9ESkQkdUi8rbZd89h26bRQES+YI5FXheRB0QkzLZN6UhE7hORXSLyuu2Y57YsIjNE5DXzsTtERI71z+IVgwguiIgfwJ0AVgBoAfBJEWkZ3rMi8qQHwPVKqWYAswFcZbbhLwH4q1KqAcBfzc9hPnYegEkAlgP4ofk+IBqJrgPwlu1ztmsaDW4H8CelVBOA42C0cbZtSmsiUgngWgBtSqnJAPww2i7bNqWjn8Fol3aptOUfAbgUQIP5L/ZrjjgMIrhzPICNSqlNSqmPADwI4IxhPici15RSO5RSL5kfH4AxGK2E0Y5/bj7t5wDOND8+A8CDSqkupdRmABthvA+IRhQRqQJwKoB7bIfZrimtiUgegBMB3AsASqmPlFKdYNum0SEAIFNEAgCyAGwH2zalIaXU3wDsjTnsqS2LSAWAPKXUP5RRrPC/bK8ZsRhEcKcSwPu2z9vNY0RpR0SqAUwHsAZAmVJqB2AEGgCUmk9jm6d08X0ANwLosx1ju6Z0VwugA8BPzaU694hINti2Kc0ppbYB+DaArQB2ANivlPoL2LZp9PDalivNj2OPj2gMIrjjtC6F21pQ2hGRHAC/AfB5pdSHyZ7qcIxtnkYUETkNwC6l1ItuX+JwjO2aRqIAgFYAP1JKTQdwCGZKbAJs25QWzPXhZwCoATAWQLaIXJDsJQ7H2LYpHSVqy2nZxhlEcKcdwDjb51UwUq+I0oaIBGEEEO5XSj1kHt5pplHB/H+XeZxtntLBPAAfE5H3YCwzWyQi/w22a0p/7QDalVJrzM9XwwgqsG1TulsCYLNSqkMp1Q3gIQBzwbZNo4fXttxufhx7fERjEMGdFwA0iEiNiGTAKIrx8DCfE5FrZpXXewG8pZT6ru2hhwFcbH58MYDf246fJyIhEamBUeTl+WN1vkRuKKVuVkpVKaWqYfTLTyqlLgDbNaU5pdQHAN4XkUbz0GIAb4Jtm9LfVgCzRSTLHJsshlGniW2bRgtPbdlc8nBARGab74mLbK8ZsQLDfQLpQCnVIyJXA/gzjCqy9yml3hjm0yLyYh6ACwG8JiLrzGO3ALgNwK9E5DMwLuznAoBS6g0R+RWMQWsPgKuUUr3H/KyJUsN2TaPBNQDuNycvNgG4BMbkD9s2pS2l1BoRWQ3gJRht9WUAPwGQA7ZtSjMi8gCABQCKRaQdwFeR2hjkChg7PWQC+KP5b0QTowgkEREREREREVFyXM5ARERERERERK4wiEBERERERERErjCIQERERERERESuMIhARERERERERK4wiEBERERERERErjCIQERERERERESuMIhARERERERERK4wiEBERERERERErvw/+NTtlANTIR8AAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 1296x576 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"simulate_garch(ndata, omega, alpha, beta).plot(figsize=(18, 8))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.12"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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